warning: commands will be executed using /bin/sh
job 5967 at Wed Sep  9 07:04:00 2015
FileBase	/isis1/Yuta/YutaData/YutaMouse41-150908/YutaMouse41-150908
ElecNo	5
UseFeatures	11111111111111111111111100000
DropLastNFeatures	0
UseDistributional	0
MaskStarts	500
MinClusters	20
MaxClusters	21
MaxPossibleClusters	200
nStarts	1
StartCluFile	
SplitEvery	40
SplitFirst	20
PenaltyK	0.000000
PenaltyKLogN	1.000000
Subset	3
FullStepEvery	20
MaxIter	10000
RandomSeed	1
Debug	0
SplitInfo	1
Verbose	1
DistDump	0
DistThresh	6.907755
ChangedThresh	0.050000
Log	1
SaveTempCluEveryIter	0
Screen	1
PriorPoint	1
SaveSorted	0
SaveCovarianceMeans	0
UseMaskedInitialConditions	0
AssignToFirstClosestMask	0
RamLimitGB	-1.000000
AlwaysSplitBimodal	1
PointsForClusterMask	10.000000
MinMaskOverlap	0.000000
help	0
WARNING: You have chosen not to set a RAM limit, this may cause problems.
This run is expected to use between 8.51 and 12.77 GB of RAM.
Memory request: 4.26 GB would take us to total of 4.26 GB.
----------------------------------------------------------
Loaded 2369707 data points of dimension 24.
MEMO: A lower score indicates a better clustering 
 
Starting from 20 clusters...
Memory request: 1.42 GB would take us to total of 5.68 GB.
------ Running on subset of 789902 points ------
	SP: Assigned 20 initial classes randomly.
Deleting Class 12 (4429 points): Lose 241.716325 but Gain 2206.695427
Iteration 0F (55.850000 sec): 19 clusters
  Score: Raw -58251235.587673 + Penalty 39720.517686 = -58211515.069988
  nChanged 744672
Iteration 1F (80.050000 sec): 19 clusters
  Score: Raw -63169019.961051 + Penalty 39720.517686 = -63129299.443365
  nChanged 275193
Iteration 2F (104.750000 sec): 19 clusters
  Score: Raw -64255868.275242 + Penalty 39720.517686 = -64216147.757556
  nChanged 171844
Iteration 3F (132.330000 sec): 19 clusters
  Score: Raw -64860405.777824 + Penalty 39720.517686 = -64820685.260138
  nChanged 117959
Iteration 4F (158.870000 sec): 19 clusters
  Score: Raw -65275852.841613 + Penalty 39720.517686 = -65236132.323927
  nChanged 71921
Iteration 5F (186.500000 sec): 19 clusters
  Score: Raw -65522131.552921 + Penalty 39720.517686 = -65482411.035235
  nChanged 53036
Iteration 6F (215.090000 sec): 19 clusters
  Score: Raw -65615581.034636 + Penalty 39720.517686 = -65575860.516950
  nChanged 44672
Iteration 7F (242.230000 sec): 19 clusters
  Score: Raw -65678529.744783 + Penalty 39720.517686 = -65638809.227097
  nChanged 40276
Iteration 8F (270.680000 sec): 19 clusters
  Score: Raw -65736570.655920 + Penalty 39720.517686 = -65696850.138234
  nChanged 34804
Iteration 9Q (291.990000 sec): 19 clusters
  Score: Raw -65779943.187467 + Penalty 39720.517686 = -65740222.669781
  nChanged 30994
Iteration 10Q (311.740000 sec): 19 clusters
  Score: Raw -65813509.685489 + Penalty 39720.517686 = -65773789.167803
  nChanged 28282
Iteration 11Q (331.800000 sec): 19 clusters
  Score: Raw -65834352.620869 + Penalty 39720.517686 = -65794632.103183
  nChanged 23732
Iteration 12Q (351.160000 sec): 19 clusters
  Score: Raw -65849128.017110 + Penalty 39720.517686 = -65809407.499424
  nChanged 19619
Iteration 13Q (370.420000 sec): 19 clusters
  Score: Raw -65861285.980617 + Penalty 39720.517686 = -65821565.462931
  nChanged 16885
Iteration 14Q (387.480000 sec): 19 clusters
  Score: Raw -65873663.604137 + Penalty 39720.517686 = -65833943.086451
  nChanged 14391
Iteration 15Q (402.430000 sec): 19 clusters
  Score: Raw -65892792.265603 + Penalty 39720.517686 = -65853071.747917
  nChanged 11350
Iteration 16Q (419.020000 sec): 19 clusters
  Score: Raw -65914937.040989 + Penalty 39720.517686 = -65875216.523303
  nChanged 9893
Iteration 17Q (436.390000 sec): 19 clusters
  Score: Raw -65918729.963530 + Penalty 39720.517686 = -65879009.445844
  nChanged 8471
Iteration 18Q (453.390000 sec): 19 clusters
  Score: Raw -65921040.150211 + Penalty 39720.517686 = -65881319.632525
  nChanged 7494
Iteration 19Q (471.420000 sec): 19 clusters
  Score: Raw -65923033.534694 + Penalty 39720.517686 = -65883313.017008
  nChanged 6982
Writing temp clu file 
Because OldScore, -65881319.632525, is greater than current (better) Score,-65883313.017008 
 Compute initial score before splitting:   Score: Raw -65923033.534694 + Penalty 39720.517686 = -65883313.017008
Memory request: 0.07 GB would take us to total of 5.74 GB.

 Trying to split cluster 1 (36741 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (471.940000 sec): 2 clusters
  Score: Raw -3390828.624095 + Penalty 1708.142894 = -3389120.481201
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (472.390000 sec): 3 clusters
  Score: Raw -3368007.897388 + Penalty 3416.285787 = -3364591.611601
  nChanged 17007
		SP:Iteration 1F (472.730000 sec): 3 clusters
  Score: Raw -3378375.394449 + Penalty 3416.285787 = -3374959.108662
  nChanged 2218
		SP:Iteration 2F (473.090000 sec): 3 clusters
  Score: Raw -3379990.419548 + Penalty 3416.285787 = -3376574.133761
  nChanged 2714
		SP:Iteration 3F (473.510000 sec): 3 clusters
  Score: Raw -3382438.108437 + Penalty 3416.285787 = -3379021.822649
  nChanged 3240
		SP:Iteration 4F (473.870000 sec): 3 clusters
  Score: Raw -3385348.655184 + Penalty 3416.285787 = -3381932.369397
  nChanged 3378
		SP:Iteration 5F (474.150000 sec): 3 clusters
  Score: Raw -3388023.543901 + Penalty 3416.285787 = -3384607.258114
  nChanged 2752
		SP:Iteration 6F (474.540000 sec): 3 clusters
  Score: Raw -3389815.779455 + Penalty 3416.285787 = -3386399.493667
  nChanged 2022
		SP:Iteration 7F (474.930000 sec): 3 clusters
  Score: Raw -3390923.179586 + Penalty 3416.285787 = -3387506.893798
  nChanged 1513
		SP:Iteration 8Q (475.300000 sec): 3 clusters
  Score: Raw -3391771.474012 + Penalty 3416.285787 = -3388355.188225
  nChanged 1311
		SP:Iteration 9Q (475.660000 sec): 3 clusters
  Score: Raw -3393276.215609 + Penalty 3416.285787 = -3389859.929822
  nChanged 1531
		SP:Iteration 10Q (476.040000 sec): 3 clusters
  Score: Raw -3396556.024113 + Penalty 3416.285787 = -3393139.738326
  nChanged 1461
		SP:Iteration 11Q (476.450000 sec): 3 clusters
  Score: Raw -3397924.748688 + Penalty 3416.285787 = -3394508.462900
  nChanged 1038
		SP:Iteration 12Q (476.830000 sec): 3 clusters
  Score: Raw -3398306.313990 + Penalty 3416.285787 = -3394890.028203
  nChanged 663
		SP:Iteration 13Q (477.170000 sec): 3 clusters
  Score: Raw -3398594.379838 + Penalty 3416.285787 = -3395178.094050
  nChanged 601
		SP:Iteration 14Q (477.530000 sec): 3 clusters
  Score: Raw -3398902.197212 + Penalty 3416.285787 = -3395485.911425
  nChanged 591
		SP:Iteration 15Q (477.930000 sec): 3 clusters
  Score: Raw -3399229.404097 + Penalty 3416.285787 = -3395813.118309
  nChanged 577
		SP:Iteration 16Q (478.370000 sec): 3 clusters
  Score: Raw -3399622.986707 + Penalty 3416.285787 = -3396206.700920
  nChanged 578
		SP:Iteration 17Q (478.750000 sec): 3 clusters
  Score: Raw -3400098.480526 + Penalty 3416.285787 = -3396682.194739
  nChanged 585
		SP:Iteration 18Q (479.170000 sec): 3 clusters
  Score: Raw -3400643.289733 + Penalty 3416.285787 = -3397227.003945
  nChanged 550
		SP:Iteration 19Q (479.510000 sec): 3 clusters
  Score: Raw -3401287.564747 + Penalty 3416.285787 = -3397871.278959
  nChanged 486
		SP:Iteration 20F (479.900000 sec): 3 clusters
  Score: Raw -3401859.149696 + Penalty 3416.285787 = -3398442.863908
  nChanged 426
		SP:Iteration 21Q (480.340000 sec): 3 clusters
  Score: Raw -3402302.334696 + Penalty 3416.285787 = -3398886.048909
  nChanged 317
		SP:Iteration 22Q (480.710000 sec): 3 clusters
  Score: Raw -3402516.799933 + Penalty 3416.285787 = -3399100.514145
  nChanged 198
		SP:Iteration 23Q (481.070000 sec): 3 clusters
  Score: Raw -3402592.253530 + Penalty 3416.285787 = -3399175.967743
  nChanged 105
		SP:Iteration 24Q (481.470000 sec): 3 clusters
  Score: Raw -3402615.052815 + Penalty 3416.285787 = -3399198.767028
  nChanged 59
		SP:Iteration 25Q (481.810000 sec): 3 clusters
  Score: Raw -3402623.780570 + Penalty 3416.285787 = -3399207.494782
  nChanged 29
		SP:Iteration 26Q (482.170000 sec): 3 clusters
  Score: Raw -3402626.371405 + Penalty 3416.285787 = -3399210.085618
  nChanged 16
		SP:Iteration 27Q (482.510000 sec): 3 clusters
  Score: Raw -3402627.464100 + Penalty 3416.285787 = -3399211.178313
  nChanged 6
		SP:Iteration 28Q (482.910000 sec): 3 clusters
  Score: Raw -3402627.858660 + Penalty 3416.285787 = -3399211.572873
  nChanged 0
		SP:Iteration 29F (483.240000 sec): 3 clusters
  Score: Raw -3402627.858660 + Penalty 3416.285787 = -3399211.572873
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 12.
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 2 (73340 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (483.820000 sec): 2 clusters
  Score: Raw -6147209.066768 + Penalty 1820.464984 = -6145388.601784
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (484.370000 sec): 3 clusters
  Score: Raw -6100203.340289 + Penalty 3640.929969 = -6096562.410321
  nChanged 34834
		SP:Iteration 1F (484.940000 sec): 3 clusters
  Score: Raw -6123487.593883 + Penalty 3640.929969 = -6119846.663915
  nChanged 5371
		SP:Iteration 2F (485.540000 sec): 3 clusters
  Score: Raw -6127335.476962 + Penalty 3640.929969 = -6123694.546993
  nChanged 5957
		SP:Iteration 3F (486.070000 sec): 3 clusters
  Score: Raw -6131961.610339 + Penalty 3640.929969 = -6128320.680371
  nChanged 6189
		SP:Iteration 4F (486.690000 sec): 3 clusters
  Score: Raw -6136970.091205 + Penalty 3640.929969 = -6133329.161237
  nChanged 5742
		SP:Iteration 5F (487.220000 sec): 3 clusters
  Score: Raw -6141452.681818 + Penalty 3640.929969 = -6137811.751849
  nChanged 4446
		SP:Iteration 6F (487.810000 sec): 3 clusters
  Score: Raw -6144336.127071 + Penalty 3640.929969 = -6140695.197102
  nChanged 3178
		SP:Iteration 7Q (488.430000 sec): 3 clusters
  Score: Raw -6145992.336550 + Penalty 3640.929969 = -6142351.406582
  nChanged 2274
		SP:Iteration 8Q (488.990000 sec): 3 clusters
  Score: Raw -6147023.359877 + Penalty 3640.929969 = -6143382.429909
  nChanged 1763
		SP:Iteration 9Q (489.650000 sec): 3 clusters
  Score: Raw -6147731.562803 + Penalty 3640.929969 = -6144090.632835
  nChanged 1377
		SP:Iteration 10Q (490.130000 sec): 3 clusters
  Score: Raw -6148220.511129 + Penalty 3640.929969 = -6144579.581161
  nChanged 1200
		SP:Iteration 11Q (490.690000 sec): 3 clusters
  Score: Raw -6148622.066024 + Penalty 3640.929969 = -6144981.136055
  nChanged 1003
		SP:Iteration 12Q (491.210000 sec): 3 clusters
  Score: Raw -6148936.836951 + Penalty 3640.929969 = -6145295.906982
  nChanged 909
		SP:Iteration 13Q (491.780000 sec): 3 clusters
  Score: Raw -6149213.345367 + Penalty 3640.929969 = -6145572.415398
  nChanged 791
		SP:Iteration 14Q (492.300000 sec): 3 clusters
  Score: Raw -6149435.450484 + Penalty 3640.929969 = -6145794.520515
  nChanged 733
		SP:Iteration 15Q (492.920000 sec): 3 clusters
  Score: Raw -6149656.665088 + Penalty 3640.929969 = -6146015.735119
  nChanged 625
		SP:Iteration 16Q (493.510000 sec): 3 clusters
  Score: Raw -6149843.803835 + Penalty 3640.929969 = -6146202.873866
  nChanged 547
		SP:Iteration 17Q (494.100000 sec): 3 clusters
  Score: Raw -6149983.990335 + Penalty 3640.929969 = -6146343.060366
  nChanged 435
		SP:Iteration 18Q (494.700000 sec): 3 clusters
  Score: Raw -6150091.738149 + Penalty 3640.929969 = -6146450.808180
  nChanged 376
		SP:Iteration 19Q (495.200000 sec): 3 clusters
  Score: Raw -6150186.600100 + Penalty 3640.929969 = -6146545.670132
  nChanged 332
		SP:Iteration 20F (495.630000 sec): 3 clusters
  Score: Raw -6150267.365801 + Penalty 3640.929969 = -6146626.435832
  nChanged 274
		SP:Iteration 21Q (496.170000 sec): 3 clusters
  Score: Raw -6150322.312411 + Penalty 3640.929969 = -6146681.382443
  nChanged 226
		SP:Iteration 22Q (496.770000 sec): 3 clusters
  Score: Raw -6150363.784510 + Penalty 3640.929969 = -6146722.854541
  nChanged 167
		SP:Iteration 23Q (497.300000 sec): 3 clusters
  Score: Raw -6150390.757063 + Penalty 3640.929969 = -6146749.827095
  nChanged 139
		SP:Iteration 24Q (497.840000 sec): 3 clusters
  Score: Raw -6150414.133990 + Penalty 3640.929969 = -6146773.204022
  nChanged 120
		SP:Iteration 25Q (498.410000 sec): 3 clusters
  Score: Raw -6150441.882336 + Penalty 3640.929969 = -6146800.952367
  nChanged 104
		SP:Iteration 26Q (499.000000 sec): 3 clusters
  Score: Raw -6150460.097289 + Penalty 3640.929969 = -6146819.167320
  nChanged 78
		SP:Iteration 27Q (499.560000 sec): 3 clusters
  Score: Raw -6150472.643493 + Penalty 3640.929969 = -6146831.713524
  nChanged 79
		SP:Iteration 28Q (500.110000 sec): 3 clusters
  Score: Raw -6150483.791598 + Penalty 3640.929969 = -6146842.861629
  nChanged 55
		SP:Iteration 29Q (500.640000 sec): 3 clusters
  Score: Raw -6150491.090759 + Penalty 3640.929969 = -6146850.160791
  nChanged 66
		SP:Iteration 30Q (501.220000 sec): 3 clusters
  Score: Raw -6150499.766941 + Penalty 3640.929969 = -6146858.836973
  nChanged 65
		SP:Iteration 31Q (501.690000 sec): 3 clusters
  Score: Raw -6150508.001390 + Penalty 3640.929969 = -6146867.071422
  nChanged 58
		SP:Iteration 32Q (502.180000 sec): 3 clusters
  Score: Raw -6150514.888655 + Penalty 3640.929969 = -6146873.958687
  nChanged 52
		SP:Iteration 33Q (502.680000 sec): 3 clusters
  Score: Raw -6150521.509321 + Penalty 3640.929969 = -6146880.579352
  nChanged 55
		SP:Iteration 34Q (503.240000 sec): 3 clusters
  Score: Raw -6150530.804085 + Penalty 3640.929969 = -6146889.874117
  nChanged 53
		SP:Iteration 35Q (503.760000 sec): 3 clusters
  Score: Raw -6150540.718809 + Penalty 3640.929969 = -6146899.788841
  nChanged 60
		SP:Iteration 36Q (504.280000 sec): 3 clusters
  Score: Raw -6150548.155981 + Penalty 3640.929969 = -6146907.226013
  nChanged 52
		SP:Iteration 37Q (504.770000 sec): 3 clusters
  Score: Raw -6150553.266331 + Penalty 3640.929969 = -6146912.336362
  nChanged 37
		SP:Iteration 38Q (505.330000 sec): 3 clusters
  Score: Raw -6150556.672757 + Penalty 3640.929969 = -6146915.742789
  nChanged 24
		SP:Iteration 39Q (505.840000 sec): 3 clusters
  Score: Raw -6150558.765874 + Penalty 3640.929969 = -6146917.835906
  nChanged 19
		SP:Iteration 40F (506.480000 sec): 3 clusters
  Score: Raw -6150560.342634 + Penalty 3640.929969 = -6146919.412666
  nChanged 18
		SP:Iteration 41Q (507.050000 sec): 3 clusters
  Score: Raw -6150562.143759 + Penalty 3640.929969 = -6146921.213790
  nChanged 10
		SP:Iteration 42Q (507.580000 sec): 3 clusters
  Score: Raw -6150563.397664 + Penalty 3640.929969 = -6146922.467695
  nChanged 14
		SP:Iteration 43Q (508.100000 sec): 3 clusters
  Score: Raw -6150564.612571 + Penalty 3640.929969 = -6146923.682603
  nChanged 12
		SP:Iteration 44Q (508.580000 sec): 3 clusters
  Score: Raw -6150565.418325 + Penalty 3640.929969 = -6146924.488356
  nChanged 10
		SP:Iteration 45Q (509.050000 sec): 3 clusters
  Score: Raw -6150566.205462 + Penalty 3640.929969 = -6146925.275494
  nChanged 15
		SP:Iteration 46Q (509.600000 sec): 3 clusters
  Score: Raw -6150568.298514 + Penalty 3640.929969 = -6146927.368546
  nChanged 19
		SP:Iteration 47Q (510.120000 sec): 3 clusters
  Score: Raw -6150570.359228 + Penalty 3640.929969 = -6146929.429259
  nChanged 17
		SP:Iteration 48Q (510.620000 sec): 3 clusters
  Score: Raw -6150571.875119 + Penalty 3640.929969 = -6146930.945150
  nChanged 10
		SP:Iteration 49Q (511.120000 sec): 3 clusters
  Score: Raw -6150572.321494 + Penalty 3640.929969 = -6146931.391525
  nChanged 4
		SP:Iteration 50Q (511.650000 sec): 3 clusters
  Score: Raw -6150572.505818 + Penalty 3640.929969 = -6146931.575850
  nChanged 6
		SP:Iteration 51Q (512.200000 sec): 3 clusters
  Score: Raw -6150573.096775 + Penalty 3640.929969 = -6146932.166806
  nChanged 8
		SP:Iteration 52Q (512.700000 sec): 3 clusters
  Score: Raw -6150573.795803 + Penalty 3640.929969 = -6146932.865834
  nChanged 6
		SP:Iteration 53Q (513.290000 sec): 3 clusters
  Score: Raw -6150574.231232 + Penalty 3640.929969 = -6146933.301264
  nChanged 6
		SP:Iteration 54Q (513.870000 sec): 3 clusters
  Score: Raw -6150574.575379 + Penalty 3640.929969 = -6146933.645410
  nChanged 4
		SP:Iteration 55Q (514.420000 sec): 3 clusters
  Score: Raw -6150574.916450 + Penalty 3640.929969 = -6146933.986482
  nChanged 8
		SP:Iteration 56Q (514.970000 sec): 3 clusters
  Score: Raw -6150575.328204 + Penalty 3640.929969 = -6146934.398235
  nChanged 3
		SP:Iteration 57Q (515.470000 sec): 3 clusters
  Score: Raw -6150575.430372 + Penalty 3640.929969 = -6146934.500404
  nChanged 4
		SP:Iteration 58Q (515.950000 sec): 3 clusters
  Score: Raw -6150575.558111 + Penalty 3640.929969 = -6146934.628142
  nChanged 2
		SP:Iteration 59Q (516.430000 sec): 3 clusters
  Score: Raw -6150575.688013 + Penalty 3640.929969 = -6146934.758044
  nChanged 1
		SP:Iteration 60F (516.900000 sec): 3 clusters
  Score: Raw -6150575.739629 + Penalty 3640.929969 = -6146934.809660
  nChanged 2
		SP:Iteration 61Q (517.420000 sec): 3 clusters
  Score: Raw -6150575.918257 + Penalty 3640.929969 = -6146934.988288
  nChanged 0
		SP:Iteration 62F (517.960000 sec): 3 clusters
  Score: Raw -6150575.918257 + Penalty 3640.929969 = -6146934.988288
  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 5.74 GB.

 Trying to split cluster 3 (42758 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (518.260000 sec): 2 clusters
  Score: Raw -3814629.787626 + Penalty 1732.788134 = -3812896.999493
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (518.660000 sec): 3 clusters
  Score: Raw -3787889.961523 + Penalty 3465.576267 = -3784424.385256
  nChanged 20019
		SP:Iteration 1F (518.970000 sec): 3 clusters
  Score: Raw -3800377.267210 + Penalty 3465.576267 = -3796911.690943
  nChanged 3738
		SP:Iteration 2F (519.370000 sec): 3 clusters
  Score: Raw -3804799.598785 + Penalty 3465.576267 = -3801334.022518
  nChanged 5345
		SP:Iteration 3F (519.790000 sec): 3 clusters
  Score: Raw -3812461.089702 + Penalty 3465.576267 = -3808995.513435
  nChanged 5180
		SP:Iteration 4F (520.260000 sec): 3 clusters
  Score: Raw -3818579.385422 + Penalty 3465.576267 = -3815113.809154
  nChanged 3284
		SP:Iteration 5F (520.730000 sec): 3 clusters
  Score: Raw -3820842.685734 + Penalty 3465.576267 = -3817377.109467
  nChanged 1624
		SP:Iteration 6Q (521.100000 sec): 3 clusters
  Score: Raw -3821405.379201 + Penalty 3465.576267 = -3817939.802934
  nChanged 803
		SP:Iteration 7Q (521.560000 sec): 3 clusters
  Score: Raw -3821558.334374 + Penalty 3465.576267 = -3818092.758107
  nChanged 435
		SP:Iteration 8Q (521.960000 sec): 3 clusters
  Score: Raw -3821606.519635 + Penalty 3465.576267 = -3818140.943368
  nChanged 224
		SP:Iteration 9Q (522.370000 sec): 3 clusters
  Score: Raw -3821623.162924 + Penalty 3465.576267 = -3818157.586657
  nChanged 140
		SP:Iteration 10Q (522.770000 sec): 3 clusters
  Score: Raw -3821631.784411 + Penalty 3465.576267 = -3818166.208144
  nChanged 86
		SP:Iteration 11Q (523.170000 sec): 3 clusters
  Score: Raw -3821636.326297 + Penalty 3465.576267 = -3818170.750030
  nChanged 59
		SP:Iteration 12Q (523.580000 sec): 3 clusters
  Score: Raw -3821638.629716 + Penalty 3465.576267 = -3818173.053449
  nChanged 45
		SP:Iteration 13Q (524.000000 sec): 3 clusters
  Score: Raw -3821640.481737 + Penalty 3465.576267 = -3818174.905470
  nChanged 34
		SP:Iteration 14Q (524.380000 sec): 3 clusters
  Score: Raw -3821641.622123 + Penalty 3465.576267 = -3818176.045856
  nChanged 32
		SP:Iteration 15Q (524.790000 sec): 3 clusters
  Score: Raw -3821642.609555 + Penalty 3465.576267 = -3818177.033288
  nChanged 34
		SP:Iteration 16Q (525.210000 sec): 3 clusters
  Score: Raw -3821643.816569 + Penalty 3465.576267 = -3818178.240302
  nChanged 31
		SP:Iteration 17Q (525.580000 sec): 3 clusters
  Score: Raw -3821644.838521 + Penalty 3465.576267 = -3818179.262254
  nChanged 21
		SP:Iteration 18Q (525.990000 sec): 3 clusters
  Score: Raw -3821645.549564 + Penalty 3465.576267 = -3818179.973297
  nChanged 23
		SP:Iteration 19Q (526.320000 sec): 3 clusters
  Score: Raw -3821646.299520 + Penalty 3465.576267 = -3818180.723253
  nChanged 19
		SP:Iteration 20F (526.700000 sec): 3 clusters
  Score: Raw -3821647.104280 + Penalty 3465.576267 = -3818181.528013
  nChanged 18
		SP:Iteration 21Q (527.060000 sec): 3 clusters
  Score: Raw -3821647.763638 + Penalty 3465.576267 = -3818182.187371
  nChanged 20
		SP:Iteration 22Q (527.430000 sec): 3 clusters
  Score: Raw -3821648.383771 + Penalty 3465.576267 = -3818182.807504
  nChanged 18
		SP:Iteration 23Q (527.880000 sec): 3 clusters
  Score: Raw -3821649.104292 + Penalty 3465.576267 = -3818183.528025
  nChanged 28
		SP:Iteration 24Q (528.250000 sec): 3 clusters
  Score: Raw -3821650.011142 + Penalty 3465.576267 = -3818184.434875
  nChanged 24
		SP:Iteration 25Q (528.670000 sec): 3 clusters
  Score: Raw -3821650.725613 + Penalty 3465.576267 = -3818185.149346
  nChanged 16
		SP:Iteration 26Q (529.040000 sec): 3 clusters
  Score: Raw -3821651.154870 + Penalty 3465.576267 = -3818185.578603
  nChanged 12
		SP:Iteration 27Q (529.460000 sec): 3 clusters
  Score: Raw -3821651.454170 + Penalty 3465.576267 = -3818185.877902
  nChanged 10
		SP:Iteration 28Q (529.870000 sec): 3 clusters
  Score: Raw -3821651.715971 + Penalty 3465.576267 = -3818186.139703
  nChanged 8
		SP:Iteration 29Q (530.260000 sec): 3 clusters
  Score: Raw -3821651.885932 + Penalty 3465.576267 = -3818186.309664
  nChanged 7
		SP:Iteration 30Q (530.680000 sec): 3 clusters
  Score: Raw -3821652.065421 + Penalty 3465.576267 = -3818186.489154
  nChanged 7
		SP:Iteration 31Q (531.090000 sec): 3 clusters
  Score: Raw -3821652.235707 + Penalty 3465.576267 = -3818186.659440
  nChanged 9
		SP:Iteration 32Q (531.440000 sec): 3 clusters
  Score: Raw -3821652.438094 + Penalty 3465.576267 = -3818186.861827
  nChanged 10
		SP:Iteration 33Q (531.840000 sec): 3 clusters
  Score: Raw -3821652.716808 + Penalty 3465.576267 = -3818187.140541
  nChanged 8
		SP:Iteration 34Q (532.280000 sec): 3 clusters
  Score: Raw -3821652.915843 + Penalty 3465.576267 = -3818187.339576
  nChanged 3
		SP:Iteration 35Q (532.650000 sec): 3 clusters
  Score: Raw -3821652.977609 + Penalty 3465.576267 = -3818187.401341
  nChanged 2
		SP:Iteration 36Q (533.010000 sec): 3 clusters
  Score: Raw -3821653.016170 + Penalty 3465.576267 = -3818187.439903
  nChanged 0
		SP:Iteration 37F (533.410000 sec): 3 clusters
  Score: Raw -3821653.016170 + Penalty 3465.576267 = -3818187.439903
  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 5.74 GB.

 Trying to split cluster 4 (26021 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (533.610000 sec): 2 clusters
  Score: Raw -2169730.412100 + Penalty 1652.082117 = -2168078.329982
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (533.960000 sec): 3 clusters
  Score: Raw -2153943.884976 + Penalty 3304.164235 = -2150639.720741
  nChanged 11950
		SP:Iteration 1F (534.230000 sec): 3 clusters
  Score: Raw -2164012.081261 + Penalty 3304.164235 = -2160707.917026
  nChanged 3559
		SP:Iteration 2F (534.530000 sec): 3 clusters
  Score: Raw -2170381.760224 + Penalty 3304.164235 = -2167077.595989
  nChanged 3568
		SP:Iteration 3F (534.850000 sec): 3 clusters
  Score: Raw -2175839.211047 + Penalty 3304.164235 = -2172535.046813
  nChanged 2272
		SP:Iteration 4F (535.150000 sec): 3 clusters
  Score: Raw -2178647.195067 + Penalty 3304.164235 = -2175343.030832
  nChanged 1368
		SP:Iteration 5F (535.490000 sec): 3 clusters
  Score: Raw -2180349.221006 + Penalty 3304.164235 = -2177045.056771
  nChanged 1021
		SP:Iteration 6Q (535.830000 sec): 3 clusters
  Score: Raw -2181589.551892 + Penalty 3304.164235 = -2178285.387657
  nChanged 832
		SP:Iteration 7Q (536.150000 sec): 3 clusters
  Score: Raw -2182644.877534 + Penalty 3304.164235 = -2179340.713299
  nChanged 671
		SP:Iteration 8Q (536.560000 sec): 3 clusters
  Score: Raw -2183254.002203 + Penalty 3304.164235 = -2179949.837969
  nChanged 511
		SP:Iteration 9Q (536.860000 sec): 3 clusters
  Score: Raw -2183555.289730 + Penalty 3304.164235 = -2180251.125495
  nChanged 370
		SP:Iteration 10Q (537.220000 sec): 3 clusters
  Score: Raw -2183714.692159 + Penalty 3304.164235 = -2180410.527925
  nChanged 292
		SP:Iteration 11Q (537.520000 sec): 3 clusters
  Score: Raw -2183828.805586 + Penalty 3304.164235 = -2180524.641351
  nChanged 279
		SP:Iteration 12Q (537.810000 sec): 3 clusters
  Score: Raw -2183930.109893 + Penalty 3304.164235 = -2180625.945658
  nChanged 271
		SP:Iteration 13Q (538.090000 sec): 3 clusters
  Score: Raw -2184010.609125 + Penalty 3304.164235 = -2180706.444890
  nChanged 220
		SP:Iteration 14Q (538.440000 sec): 3 clusters
  Score: Raw -2184062.096930 + Penalty 3304.164235 = -2180757.932696
  nChanged 158
		SP:Iteration 15Q (538.710000 sec): 3 clusters
  Score: Raw -2184092.704107 + Penalty 3304.164235 = -2180788.539872
  nChanged 134
		SP:Iteration 16Q (538.990000 sec): 3 clusters
  Score: Raw -2184115.292543 + Penalty 3304.164235 = -2180811.128309
  nChanged 99
		SP:Iteration 17Q (539.280000 sec): 3 clusters
  Score: Raw -2184129.396124 + Penalty 3304.164235 = -2180825.231890
  nChanged 77
		SP:Iteration 18Q (539.580000 sec): 3 clusters
  Score: Raw -2184138.816350 + Penalty 3304.164235 = -2180834.652115
  nChanged 61
		SP:Iteration 19Q (539.910000 sec): 3 clusters
  Score: Raw -2184144.824682 + Penalty 3304.164235 = -2180840.660447
  nChanged 48
		SP:Iteration 20F (540.230000 sec): 3 clusters
  Score: Raw -2184149.661422 + Penalty 3304.164235 = -2180845.497187
  nChanged 40
		SP:Iteration 21Q (540.550000 sec): 3 clusters
  Score: Raw -2184153.794186 + Penalty 3304.164235 = -2180849.629951
  nChanged 35
		SP:Iteration 22Q (540.890000 sec): 3 clusters
  Score: Raw -2184157.105252 + Penalty 3304.164235 = -2180852.941018
  nChanged 36
		SP:Iteration 23Q (541.220000 sec): 3 clusters
  Score: Raw -2184160.143169 + Penalty 3304.164235 = -2180855.978934
  nChanged 24
		SP:Iteration 24Q (541.520000 sec): 3 clusters
  Score: Raw -2184162.206353 + Penalty 3304.164235 = -2180858.042119
  nChanged 18
		SP:Iteration 25Q (541.880000 sec): 3 clusters
  Score: Raw -2184163.669834 + Penalty 3304.164235 = -2180859.505600
  nChanged 20
		SP:Iteration 26Q (542.220000 sec): 3 clusters
  Score: Raw -2184165.259705 + Penalty 3304.164235 = -2180861.095470
  nChanged 21
		SP:Iteration 27Q (542.540000 sec): 3 clusters
  Score: Raw -2184166.720763 + Penalty 3304.164235 = -2180862.556528
  nChanged 13
		SP:Iteration 28Q (542.840000 sec): 3 clusters
  Score: Raw -2184167.578308 + Penalty 3304.164235 = -2180863.414074
  nChanged 8
		SP:Iteration 29Q (543.190000 sec): 3 clusters
  Score: Raw -2184168.033437 + Penalty 3304.164235 = -2180863.869202
  nChanged 10
		SP:Iteration 30Q (543.500000 sec): 3 clusters
  Score: Raw -2184168.442698 + Penalty 3304.164235 = -2180864.278463
  nChanged 5
		SP:Iteration 31Q (543.850000 sec): 3 clusters
  Score: Raw -2184168.645285 + Penalty 3304.164235 = -2180864.481050
  nChanged 8
		SP:Iteration 32Q (544.160000 sec): 3 clusters
  Score: Raw -2184169.233214 + Penalty 3304.164235 = -2180865.068979
  nChanged 15
		SP:Iteration 33Q (544.520000 sec): 3 clusters
  Score: Raw -2184170.686395 + Penalty 3304.164235 = -2180866.522161
  nChanged 21
		SP:Iteration 34Q (544.820000 sec): 3 clusters
  Score: Raw -2184172.570779 + Penalty 3304.164235 = -2180868.406544
  nChanged 23
		SP:Iteration 35Q (545.170000 sec): 3 clusters
  Score: Raw -2184174.152645 + Penalty 3304.164235 = -2180869.988411
  nChanged 19
		SP:Iteration 36Q (545.460000 sec): 3 clusters
  Score: Raw -2184175.346405 + Penalty 3304.164235 = -2180871.182171
  nChanged 16
		SP:Iteration 37Q (545.800000 sec): 3 clusters
  Score: Raw -2184176.502577 + Penalty 3304.164235 = -2180872.338342
  nChanged 16
		SP:Iteration 38Q (546.090000 sec): 3 clusters
  Score: Raw -2184177.817568 + Penalty 3304.164235 = -2180873.653334
  nChanged 16
		SP:Iteration 39Q (546.450000 sec): 3 clusters
  Score: Raw -2184179.105600 + Penalty 3304.164235 = -2180874.941365
  nChanged 17
		SP:Iteration 40F (546.770000 sec): 3 clusters
  Score: Raw -2184180.881207 + Penalty 3304.164235 = -2180876.716972
  nChanged 27
		SP:Iteration 41Q (547.060000 sec): 3 clusters
  Score: Raw -2184184.289255 + Penalty 3304.164235 = -2180880.125021
  nChanged 34
		SP:Iteration 42Q (547.400000 sec): 3 clusters
  Score: Raw -2184189.229382 + Penalty 3304.164235 = -2180885.065148
  nChanged 33
		SP:Iteration 43Q (547.680000 sec): 3 clusters
  Score: Raw -2184194.297138 + Penalty 3304.164235 = -2180890.132903
  nChanged 31
		SP:Iteration 44Q (547.990000 sec): 3 clusters
  Score: Raw -2184199.165771 + Penalty 3304.164235 = -2180895.001536
  nChanged 42
		SP:Iteration 45Q (548.360000 sec): 3 clusters
  Score: Raw -2184209.161138 + Penalty 3304.164235 = -2180904.996903
  nChanged 62
		SP:Iteration 46Q (548.670000 sec): 3 clusters
  Score: Raw -2184224.928529 + Penalty 3304.164235 = -2180920.764295
  nChanged 62
		SP:Iteration 47Q (548.980000 sec): 3 clusters
  Score: Raw -2184252.133996 + Penalty 3304.164235 = -2180947.969762
  nChanged 102
		SP:Iteration 48Q (549.260000 sec): 3 clusters
  Score: Raw -2184322.286876 + Penalty 3304.164235 = -2181018.122642
  nChanged 148
		SP:Iteration 49Q (549.540000 sec): 3 clusters
  Score: Raw -2184484.454756 + Penalty 3304.164235 = -2181180.290521
  nChanged 191
		SP:Iteration 50Q (549.850000 sec): 3 clusters
  Score: Raw -2184781.896764 + Penalty 3304.164235 = -2181477.732529
  nChanged 255
		SP:Iteration 51Q (550.150000 sec): 3 clusters
  Score: Raw -2185160.242703 + Penalty 3304.164235 = -2181856.078468
  nChanged 212
		SP:Iteration 52Q (550.450000 sec): 3 clusters
  Score: Raw -2185288.288379 + Penalty 3304.164235 = -2181984.124145
  nChanged 113
		SP:Iteration 53Q (550.760000 sec): 3 clusters
  Score: Raw -2185309.065328 + Penalty 3304.164235 = -2182004.901094
  nChanged 40
		SP:Iteration 54Q (551.030000 sec): 3 clusters
  Score: Raw -2185313.667467 + Penalty 3304.164235 = -2182009.503232
  nChanged 21
		SP:Iteration 55Q (551.290000 sec): 3 clusters
  Score: Raw -2185315.332448 + Penalty 3304.164235 = -2182011.168213
  nChanged 5
		SP:Iteration 56Q (551.580000 sec): 3 clusters
  Score: Raw -2185315.632692 + Penalty 3304.164235 = -2182011.468457
  nChanged 5
		SP:Iteration 57Q (551.860000 sec): 3 clusters
  Score: Raw -2185315.814316 + Penalty 3304.164235 = -2182011.650081
  nChanged 3
		SP:Iteration 58Q (552.160000 sec): 3 clusters
  Score: Raw -2185315.943242 + Penalty 3304.164235 = -2182011.779008
  nChanged 4
		SP:Iteration 59Q (552.480000 sec): 3 clusters
  Score: Raw -2185316.106513 + Penalty 3304.164235 = -2182011.942279
  nChanged 0
		SP:Iteration 60F (552.750000 sec): 3 clusters
  Score: Raw -2185316.106513 + Penalty 3304.164235 = -2182011.942279
  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 5.74 GB.

 Trying to split cluster 5 (108746 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (553.500000 sec): 2 clusters
  Score: Raw -9409548.816190 + Penalty 1884.475152 = -9407664.341038
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (554.180000 sec): 3 clusters
  Score: Raw -9338585.854670 + Penalty 3768.950304 = -9334816.904366
  nChanged 52192
		SP:Iteration 1F (554.860000 sec): 3 clusters
  Score: Raw -9375414.987102 + Penalty 3768.950304 = -9371646.036798
  nChanged 11008
		SP:Iteration 2F (555.590000 sec): 3 clusters
  Score: Raw -9394321.350569 + Penalty 3768.950304 = -9390552.400265
  nChanged 15525
		SP:Iteration 3F (556.300000 sec): 3 clusters
  Score: Raw -9421223.842367 + Penalty 3768.950304 = -9417454.892062
  nChanged 13143
		SP:Iteration 4F (556.980000 sec): 3 clusters
  Score: Raw -9437503.527771 + Penalty 3768.950304 = -9433734.577467
  nChanged 7753
		SP:Iteration 5F (557.700000 sec): 3 clusters
  Score: Raw -9443535.280163 + Penalty 3768.950304 = -9439766.329859
  nChanged 4090
		SP:Iteration 6Q (558.390000 sec): 3 clusters
  Score: Raw -9445737.665564 + Penalty 3768.950304 = -9441968.715259
  nChanged 2269
		SP:Iteration 7Q (559.260000 sec): 3 clusters
  Score: Raw -9446586.440444 + Penalty 3768.950304 = -9442817.490140
  nChanged 1287
		SP:Iteration 8Q (560.060000 sec): 3 clusters
  Score: Raw -9446912.063292 + Penalty 3768.950304 = -9443143.112988
  nChanged 748
		SP:Iteration 9Q (560.730000 sec): 3 clusters
  Score: Raw -9447023.072953 + Penalty 3768.950304 = -9443254.122649
  nChanged 397
		SP:Iteration 10Q (561.450000 sec): 3 clusters
  Score: Raw -9447062.254841 + Penalty 3768.950304 = -9443293.304537
  nChanged 244
		SP:Iteration 11Q (562.210000 sec): 3 clusters
  Score: Raw -9447076.331600 + Penalty 3768.950304 = -9443307.381296
  nChanged 152
		SP:Iteration 12Q (562.930000 sec): 3 clusters
  Score: Raw -9447083.047606 + Penalty 3768.950304 = -9443314.097301
  nChanged 89
		SP:Iteration 13Q (563.560000 sec): 3 clusters
  Score: Raw -9447085.672511 + Penalty 3768.950304 = -9443316.722207
  nChanged 59
		SP:Iteration 14Q (564.390000 sec): 3 clusters
  Score: Raw -9447087.007546 + Penalty 3768.950304 = -9443318.057242
  nChanged 37
		SP:Iteration 15Q (565.130000 sec): 3 clusters
  Score: Raw -9447087.817228 + Penalty 3768.950304 = -9443318.866924
  nChanged 20
		SP:Iteration 16Q (565.880000 sec): 3 clusters
  Score: Raw -9447088.201347 + Penalty 3768.950304 = -9443319.251043
  nChanged 20
		SP:Iteration 17Q (566.590000 sec): 3 clusters
  Score: Raw -9447088.542924 + Penalty 3768.950304 = -9443319.592620
  nChanged 13
		SP:Iteration 18Q (567.330000 sec): 3 clusters
  Score: Raw -9447088.715447 + Penalty 3768.950304 = -9443319.765143
  nChanged 6
		SP:Iteration 19Q (568.050000 sec): 3 clusters
  Score: Raw -9447088.782400 + Penalty 3768.950304 = -9443319.832096
  nChanged 6
		SP:Iteration 20F (568.750000 sec): 3 clusters
  Score: Raw -9447088.858818 + Penalty 3768.950304 = -9443319.908514
  nChanged 3
		SP:Iteration 21Q (569.450000 sec): 3 clusters
  Score: Raw -9447088.888306 + Penalty 3768.950304 = -9443319.938002
  nChanged 2
		SP:Iteration 22Q (570.190000 sec): 3 clusters
  Score: Raw -9447088.901687 + Penalty 3768.950304 = -9443319.951383
  nChanged 1
		SP:Iteration 23Q (571.230000 sec): 3 clusters
  Score: Raw -9447088.913306 + Penalty 3768.950304 = -9443319.963002
  nChanged 0
		SP:Iteration 24F (571.980000 sec): 3 clusters
  Score: Raw -9447088.913306 + Penalty 3768.950304 = -9443319.963002
  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 5.74 GB.

 Trying to split cluster 6 (63134 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (572.350000 sec): 2 clusters
  Score: Raw -5581915.117645 + Penalty 1796.114894 = -5580119.002751
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (572.910000 sec): 3 clusters
  Score: Raw -5541595.845246 + Penalty 3592.229787 = -5538003.615458
  nChanged 29786
		SP:Iteration 1F (573.370000 sec): 3 clusters
  Score: Raw -5560435.110950 + Penalty 3592.229787 = -5556842.881162
  nChanged 4932
		SP:Iteration 2F (573.830000 sec): 3 clusters
  Score: Raw -5566184.538806 + Penalty 3592.229787 = -5562592.309018
  nChanged 7937
		SP:Iteration 3F (574.400000 sec): 3 clusters
  Score: Raw -5579142.668177 + Penalty 3592.229787 = -5575550.438390
  nChanged 8420
		SP:Iteration 4F (574.900000 sec): 3 clusters
  Score: Raw -5589708.204399 + Penalty 3592.229787 = -5586115.974611
  nChanged 5182
		SP:Iteration 5F (575.400000 sec): 3 clusters
  Score: Raw -5592953.319363 + Penalty 3592.229787 = -5589361.089576
  nChanged 2404
		SP:Iteration 6Q (575.920000 sec): 3 clusters
  Score: Raw -5593630.131081 + Penalty 3592.229787 = -5590037.901293
  nChanged 1059
		SP:Iteration 7Q (576.390000 sec): 3 clusters
  Score: Raw -5593764.512427 + Penalty 3592.229787 = -5590172.282640
  nChanged 459
		SP:Iteration 8Q (576.950000 sec): 3 clusters
  Score: Raw -5593795.917995 + Penalty 3592.229787 = -5590203.688208
  nChanged 205
		SP:Iteration 9Q (577.470000 sec): 3 clusters
  Score: Raw -5593804.482145 + Penalty 3592.229787 = -5590212.252357
  nChanged 92
		SP:Iteration 10Q (578.070000 sec): 3 clusters
  Score: Raw -5593807.196952 + Penalty 3592.229787 = -5590214.967165
  nChanged 47
		SP:Iteration 11Q (578.690000 sec): 3 clusters
  Score: Raw -5593808.022098 + Penalty 3592.229787 = -5590215.792310
  nChanged 24
		SP:Iteration 12Q (579.220000 sec): 3 clusters
  Score: Raw -5593808.526608 + Penalty 3592.229787 = -5590216.296820
  nChanged 19
		SP:Iteration 13Q (579.730000 sec): 3 clusters
  Score: Raw -5593808.934059 + Penalty 3592.229787 = -5590216.704272
  nChanged 13
		SP:Iteration 14Q (580.280000 sec): 3 clusters
  Score: Raw -5593809.103063 + Penalty 3592.229787 = -5590216.873276
  nChanged 5
		SP:Iteration 15Q (580.810000 sec): 3 clusters
  Score: Raw -5593809.161601 + Penalty 3592.229787 = -5590216.931813
  nChanged 2
		SP:Iteration 16Q (581.320000 sec): 3 clusters
  Score: Raw -5593809.180929 + Penalty 3592.229787 = -5590216.951142
  nChanged 2
		SP:Iteration 17Q (581.810000 sec): 3 clusters
  Score: Raw -5593809.208332 + Penalty 3592.229787 = -5590216.978545
  nChanged 0
		SP:Iteration 18F (582.340000 sec): 3 clusters
  Score: Raw -5593809.208332 + Penalty 3592.229787 = -5590216.978545
  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 5.74 GB.

 Trying to split cluster 7 (13709 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (582.520000 sec): 2 clusters
  Score: Raw -969197.526379 + Penalty 1547.943772 = -967649.582607
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (582.790000 sec): 3 clusters
  Score: Raw -961385.396077 + Penalty 3095.887545 = -958289.508532
  nChanged 6085
		SP:Iteration 1F (583.030000 sec): 3 clusters
  Score: Raw -968643.160354 + Penalty 3095.887545 = -965547.272809
  nChanged 2004
		SP:Iteration 2F (583.300000 sec): 3 clusters
  Score: Raw -972502.093802 + Penalty 3095.887545 = -969406.206257
  nChanged 1694
		SP:Iteration 3F (583.550000 sec): 3 clusters
  Score: Raw -975974.694062 + Penalty 3095.887545 = -972878.806517
  nChanged 1270
		SP:Iteration 4F (583.820000 sec): 3 clusters
  Score: Raw -978665.529509 + Penalty 3095.887545 = -975569.641964
  nChanged 872
		SP:Iteration 5F (584.070000 sec): 3 clusters
  Score: Raw -979794.679560 + Penalty 3095.887545 = -976698.792015
  nChanged 518
		SP:Iteration 6Q (584.340000 sec): 3 clusters
  Score: Raw -980214.243744 + Penalty 3095.887545 = -977118.356199
  nChanged 334
		SP:Iteration 7Q (584.580000 sec): 3 clusters
  Score: Raw -980448.022060 + Penalty 3095.887545 = -977352.134515
  nChanged 255
		SP:Iteration 8Q (584.840000 sec): 3 clusters
  Score: Raw -980639.753244 + Penalty 3095.887545 = -977543.865699
  nChanged 233
		SP:Iteration 9Q (585.080000 sec): 3 clusters
  Score: Raw -980816.397503 + Penalty 3095.887545 = -977720.509958
  nChanged 195
		SP:Iteration 10Q (585.400000 sec): 3 clusters
  Score: Raw -980975.623102 + Penalty 3095.887545 = -977879.735557
  nChanged 164
		SP:Iteration 11Q (585.650000 sec): 3 clusters
  Score: Raw -981177.246928 + Penalty 3095.887545 = -978081.359383
  nChanged 171
		SP:Iteration 12Q (585.900000 sec): 3 clusters
  Score: Raw -981352.099591 + Penalty 3095.887545 = -978256.212046
  nChanged 103
		SP:Iteration 13Q (586.190000 sec): 3 clusters
  Score: Raw -981391.661652 + Penalty 3095.887545 = -978295.774107
  nChanged 62
		SP:Iteration 14Q (586.470000 sec): 3 clusters
  Score: Raw -981401.380004 + Penalty 3095.887545 = -978305.492459
  nChanged 32
		SP:Iteration 15Q (586.730000 sec): 3 clusters
  Score: Raw -981404.944077 + Penalty 3095.887545 = -978309.056532
  nChanged 13
		SP:Iteration 16Q (587.030000 sec): 3 clusters
  Score: Raw -981406.549546 + Penalty 3095.887545 = -978310.662001
  nChanged 6
		SP:Iteration 17Q (587.240000 sec): 3 clusters
  Score: Raw -981406.881933 + Penalty 3095.887545 = -978310.994388
  nChanged 3
		SP:Iteration 18Q (587.500000 sec): 3 clusters
  Score: Raw -981407.225165 + Penalty 3095.887545 = -978311.337621
  nChanged 2
		SP:Iteration 19Q (587.710000 sec): 3 clusters
  Score: Raw -981407.369636 + Penalty 3095.887545 = -978311.482091
  nChanged 2
		SP:Iteration 20F (587.990000 sec): 3 clusters
  Score: Raw -981407.453551 + Penalty 3095.887545 = -978311.566006
  nChanged 2
		SP:Iteration 21Q (588.250000 sec): 3 clusters
  Score: Raw -981407.587153 + Penalty 3095.887545 = -978311.699608
  nChanged 2
		SP:Iteration 22Q (588.500000 sec): 3 clusters
  Score: Raw -981407.714690 + Penalty 3095.887545 = -978311.827145
  nChanged 1
		SP:Iteration 23Q (588.730000 sec): 3 clusters
  Score: Raw -981407.786653 + Penalty 3095.887545 = -978311.899108
  nChanged 0
		SP:Iteration 24F (588.940000 sec): 3 clusters
  Score: Raw -981407.786653 + Penalty 3095.887545 = -978311.899108
  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 5.74 GB.

 Trying to split cluster 8 (28183 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (589.160000 sec): 2 clusters
  Score: Raw -2300122.315018 + Penalty 1665.052064 = -2298457.262954
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (589.430000 sec): 3 clusters
  Score: Raw -2282886.849070 + Penalty 3330.104127 = -2279556.744943
  nChanged 13019
		SP:Iteration 1F (589.730000 sec): 3 clusters
  Score: Raw -2294329.711730 + Penalty 3330.104127 = -2290999.607603
  nChanged 3985
		SP:Iteration 2F (590.020000 sec): 3 clusters
  Score: Raw -2302018.198789 + Penalty 3330.104127 = -2298688.094662
  nChanged 3551
		SP:Iteration 3F (590.350000 sec): 3 clusters
  Score: Raw -2309234.239990 + Penalty 3330.104127 = -2305904.135862
  nChanged 2439
		SP:Iteration 4F (590.690000 sec): 3 clusters
  Score: Raw -2314873.726208 + Penalty 3330.104127 = -2311543.622081
  nChanged 1498
		SP:Iteration 5F (591.070000 sec): 3 clusters
  Score: Raw -2317788.112749 + Penalty 3330.104127 = -2314458.008621
  nChanged 1034
		SP:Iteration 6Q (591.340000 sec): 3 clusters
  Score: Raw -2319143.669913 + Penalty 3330.104127 = -2315813.565786
  nChanged 770
		SP:Iteration 7Q (591.680000 sec): 3 clusters
  Score: Raw -2320325.679761 + Penalty 3330.104127 = -2316995.575634
  nChanged 632
		SP:Iteration 8Q (592.050000 sec): 3 clusters
  Score: Raw -2321030.911304 + Penalty 3330.104127 = -2317700.807177
  nChanged 487
		SP:Iteration 9Q (592.460000 sec): 3 clusters
  Score: Raw -2321472.143268 + Penalty 3330.104127 = -2318142.039140
  nChanged 452
		SP:Iteration 10Q (592.820000 sec): 3 clusters
  Score: Raw -2321861.745460 + Penalty 3330.104127 = -2318531.641333
  nChanged 423
		SP:Iteration 11Q (593.140000 sec): 3 clusters
  Score: Raw -2322240.607355 + Penalty 3330.104127 = -2318910.503228
  nChanged 474
		SP:Iteration 12Q (593.460000 sec): 3 clusters
  Score: Raw -2322659.083239 + Penalty 3330.104127 = -2319328.979111
  nChanged 454
		SP:Iteration 13Q (593.800000 sec): 3 clusters
  Score: Raw -2323073.015539 + Penalty 3330.104127 = -2319742.911411
  nChanged 453
		SP:Iteration 14Q (594.120000 sec): 3 clusters
  Score: Raw -2323455.265106 + Penalty 3330.104127 = -2320125.160979
  nChanged 414
		SP:Iteration 15Q (594.440000 sec): 3 clusters
  Score: Raw -2323779.326855 + Penalty 3330.104127 = -2320449.222728
  nChanged 425
		SP:Iteration 16Q (594.720000 sec): 3 clusters
  Score: Raw -2324163.773830 + Penalty 3330.104127 = -2320833.669703
  nChanged 414
		SP:Iteration 17Q (595.010000 sec): 3 clusters
  Score: Raw -2324639.067177 + Penalty 3330.104127 = -2321308.963050
  nChanged 443
		SP:Iteration 18Q (595.280000 sec): 3 clusters
  Score: Raw -2325665.816471 + Penalty 3330.104127 = -2322335.712344
  nChanged 474
		SP:Iteration 19Q (595.560000 sec): 3 clusters
  Score: Raw -2327103.974917 + Penalty 3330.104127 = -2323773.870789
  nChanged 433
		SP:Iteration 20F (595.910000 sec): 3 clusters
  Score: Raw -2328317.348333 + Penalty 3330.104127 = -2324987.244206
  nChanged 351
		SP:Iteration 21Q (596.230000 sec): 3 clusters
  Score: Raw -2328953.179191 + Penalty 3330.104127 = -2325623.075064
  nChanged 300
		SP:Iteration 22Q (596.530000 sec): 3 clusters
  Score: Raw -2329318.638768 + Penalty 3330.104127 = -2325988.534640
  nChanged 191
		SP:Iteration 23Q (596.880000 sec): 3 clusters
  Score: Raw -2329470.491820 + Penalty 3330.104127 = -2326140.387693
  nChanged 103
		SP:Iteration 24Q (597.170000 sec): 3 clusters
  Score: Raw -2329503.772473 + Penalty 3330.104127 = -2326173.668345
  nChanged 54
		SP:Iteration 25Q (597.450000 sec): 3 clusters
  Score: Raw -2329511.587346 + Penalty 3330.104127 = -2326181.483218
  nChanged 23
		SP:Iteration 26Q (597.780000 sec): 3 clusters
  Score: Raw -2329513.979494 + Penalty 3330.104127 = -2326183.875366
  nChanged 9
		SP:Iteration 27Q (598.090000 sec): 3 clusters
  Score: Raw -2329514.794614 + Penalty 3330.104127 = -2326184.690487
  nChanged 6
		SP:Iteration 28Q (598.420000 sec): 3 clusters
  Score: Raw -2329515.192986 + Penalty 3330.104127 = -2326185.088859
  nChanged 1
		SP:Iteration 29Q (598.750000 sec): 3 clusters
  Score: Raw -2329515.290027 + Penalty 3330.104127 = -2326185.185899
  nChanged 0
		SP:Iteration 30F (599.060000 sec): 3 clusters
  Score: Raw -2329515.290027 + Penalty 3330.104127 = -2326185.185899
  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 5.74 GB.

 Trying to split cluster 9 (33477 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (599.310000 sec): 2 clusters
  Score: Raw -2940351.620453 + Penalty 1693.024761 = -2938658.595692
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (599.650000 sec): 3 clusters
  Score: Raw -2919714.190005 + Penalty 3386.049522 = -2916328.140483
  nChanged 15615
		SP:Iteration 1F (600.000000 sec): 3 clusters
  Score: Raw -2933190.031296 + Penalty 3386.049522 = -2929803.981774
  nChanged 3479
		SP:Iteration 2F (600.320000 sec): 3 clusters
  Score: Raw -2945919.207540 + Penalty 3386.049522 = -2942533.158017
  nChanged 5489
		SP:Iteration 3F (600.640000 sec): 3 clusters
  Score: Raw -2956321.210802 + Penalty 3386.049522 = -2952935.161279
  nChanged 4682
		SP:Iteration 4F (600.970000 sec): 3 clusters
  Score: Raw -2962655.234049 + Penalty 3386.049522 = -2959269.184527
  nChanged 2288
		SP:Iteration 5F (601.330000 sec): 3 clusters
  Score: Raw -2965032.026716 + Penalty 3386.049522 = -2961645.977194
  nChanged 951
		SP:Iteration 6Q (601.650000 sec): 3 clusters
  Score: Raw -2965971.811137 + Penalty 3386.049522 = -2962585.761615
  nChanged 542
		SP:Iteration 7Q (602.020000 sec): 3 clusters
  Score: Raw -2966627.139076 + Penalty 3386.049522 = -2963241.089553
  nChanged 417
		SP:Iteration 8Q (602.310000 sec): 3 clusters
  Score: Raw -2967133.887983 + Penalty 3386.049522 = -2963747.838461
  nChanged 342
		SP:Iteration 9Q (602.650000 sec): 3 clusters
  Score: Raw -2967510.326818 + Penalty 3386.049522 = -2964124.277295
  nChanged 263
		SP:Iteration 10Q (603.020000 sec): 3 clusters
  Score: Raw -2967791.867221 + Penalty 3386.049522 = -2964405.817698
  nChanged 198
		SP:Iteration 11Q (603.380000 sec): 3 clusters
  Score: Raw -2968011.748734 + Penalty 3386.049522 = -2964625.699212
  nChanged 147
		SP:Iteration 12Q (603.700000 sec): 3 clusters
  Score: Raw -2968172.863476 + Penalty 3386.049522 = -2964786.813953
  nChanged 106
		SP:Iteration 13Q (604.140000 sec): 3 clusters
  Score: Raw -2968258.051337 + Penalty 3386.049522 = -2964872.001815
  nChanged 73
		SP:Iteration 14Q (604.450000 sec): 3 clusters
  Score: Raw -2968288.948071 + Penalty 3386.049522 = -2964902.898549
  nChanged 40
		SP:Iteration 15Q (604.760000 sec): 3 clusters
  Score: Raw -2968298.832594 + Penalty 3386.049522 = -2964912.783072
  nChanged 28
		SP:Iteration 16Q (605.050000 sec): 3 clusters
  Score: Raw -2968303.709507 + Penalty 3386.049522 = -2964917.659985
  nChanged 18
		SP:Iteration 17Q (605.430000 sec): 3 clusters
  Score: Raw -2968306.841036 + Penalty 3386.049522 = -2964920.791514
  nChanged 9
		SP:Iteration 18Q (605.770000 sec): 3 clusters
  Score: Raw -2968308.176929 + Penalty 3386.049522 = -2964922.127406
  nChanged 6
		SP:Iteration 19Q (606.090000 sec): 3 clusters
  Score: Raw -2968308.733507 + Penalty 3386.049522 = -2964922.683984
  nChanged 5
		SP:Iteration 20F (606.480000 sec): 3 clusters
  Score: Raw -2968311.303815 + Penalty 3386.049522 = -2964925.254292
  nChanged 5
		SP:Iteration 21Q (606.820000 sec): 3 clusters
  Score: Raw -2968313.261446 + Penalty 3386.049522 = -2964927.211924
  nChanged 8
		SP:Iteration 22Q (607.150000 sec): 3 clusters
  Score: Raw -2968314.533218 + Penalty 3386.049522 = -2964928.483695
  nChanged 10
		SP:Iteration 23Q (607.470000 sec): 3 clusters
  Score: Raw -2968315.614221 + Penalty 3386.049522 = -2964929.564699
  nChanged 6
		SP:Iteration 24Q (607.790000 sec): 3 clusters
  Score: Raw -2968316.437743 + Penalty 3386.049522 = -2964930.388221
  nChanged 3
		SP:Iteration 25Q (608.150000 sec): 3 clusters
  Score: Raw -2968316.838762 + Penalty 3386.049522 = -2964930.789239
  nChanged 1
		SP:Iteration 26Q (608.500000 sec): 3 clusters
  Score: Raw -2968316.902584 + Penalty 3386.049522 = -2964930.853062
  nChanged 0
		SP:Iteration 27F (608.910000 sec): 3 clusters
  Score: Raw -2968316.902584 + Penalty 3386.049522 = -2964930.853062
  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 5.74 GB.

 Trying to split cluster 10 (26524 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (609.140000 sec): 2 clusters
  Score: Raw -1936545.638742 + Penalty 1655.193355 = -1934890.445387
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (609.410000 sec): 3 clusters
  Score: Raw -1920775.952402 + Penalty 3310.386710 = -1917465.565692
  nChanged 12293
		SP:Iteration 1F (609.680000 sec): 3 clusters
  Score: Raw -1943909.038992 + Penalty 3310.386710 = -1940598.652282
  nChanged 5508
		SP:Iteration 2F (609.990000 sec): 3 clusters
  Score: Raw -1958830.572093 + Penalty 3310.386710 = -1955520.185383
  nChanged 3728
		SP:Iteration 3F (610.340000 sec): 3 clusters
  Score: Raw -1967018.185527 + Penalty 3310.386710 = -1963707.798816
  nChanged 1326
		SP:Iteration 4Q (610.660000 sec): 3 clusters
  Score: Raw -1972022.278065 + Penalty 3310.386710 = -1968711.891355
  nChanged 664
		SP:Iteration 5Q (610.980000 sec): 3 clusters
  Score: Raw -1974318.882546 + Penalty 3310.386710 = -1971008.495835
  nChanged 485
		SP:Iteration 6Q (611.290000 sec): 3 clusters
  Score: Raw -1974824.439074 + Penalty 3310.386710 = -1971514.052364
  nChanged 336
		SP:Iteration 7Q (611.630000 sec): 3 clusters
  Score: Raw -1975154.830258 + Penalty 3310.386710 = -1971844.443548
  nChanged 325
		SP:Iteration 8Q (611.940000 sec): 3 clusters
  Score: Raw -1975499.223428 + Penalty 3310.386710 = -1972188.836717
  nChanged 352
		SP:Iteration 9Q (612.230000 sec): 3 clusters
  Score: Raw -1975802.122387 + Penalty 3310.386710 = -1972491.735677
  nChanged 345
		SP:Iteration 10Q (612.520000 sec): 3 clusters
  Score: Raw -1976069.944991 + Penalty 3310.386710 = -1972759.558281
  nChanged 380
		SP:Iteration 11Q (612.930000 sec): 3 clusters
  Score: Raw -1976381.004040 + Penalty 3310.386710 = -1973070.617330
  nChanged 397
		SP:Iteration 12Q (613.210000 sec): 3 clusters
  Score: Raw -1976751.085387 + Penalty 3310.386710 = -1973440.698677
  nChanged 386
		SP:Iteration 13Q (613.510000 sec): 3 clusters
  Score: Raw -1977126.917868 + Penalty 3310.386710 = -1973816.531158
  nChanged 354
		SP:Iteration 14Q (613.890000 sec): 3 clusters
  Score: Raw -1977351.256766 + Penalty 3310.386710 = -1974040.870056
  nChanged 244
		SP:Iteration 15Q (614.220000 sec): 3 clusters
  Score: Raw -1977448.245620 + Penalty 3310.386710 = -1974137.858909
  nChanged 175
		SP:Iteration 16Q (614.500000 sec): 3 clusters
  Score: Raw -1977494.545799 + Penalty 3310.386710 = -1974184.159088
  nChanged 110
		SP:Iteration 17Q (614.820000 sec): 3 clusters
  Score: Raw -1977514.012706 + Penalty 3310.386710 = -1974203.625996
  nChanged 67
		SP:Iteration 18Q (615.200000 sec): 3 clusters
  Score: Raw -1977521.342899 + Penalty 3310.386710 = -1974210.956189
  nChanged 43
		SP:Iteration 19Q (615.530000 sec): 3 clusters
  Score: Raw -1977525.131078 + Penalty 3310.386710 = -1974214.744367
  nChanged 33
		SP:Iteration 20F (615.830000 sec): 3 clusters
  Score: Raw -1977527.370456 + Penalty 3310.386710 = -1974216.983746
  nChanged 14
		SP:Iteration 21Q (616.200000 sec): 3 clusters
  Score: Raw -1977528.057121 + Penalty 3310.386710 = -1974217.670411
  nChanged 10
		SP:Iteration 22Q (616.540000 sec): 3 clusters
  Score: Raw -1977528.446656 + Penalty 3310.386710 = -1974218.059946
  nChanged 9
		SP:Iteration 23Q (616.850000 sec): 3 clusters
  Score: Raw -1977529.303553 + Penalty 3310.386710 = -1974218.916843
  nChanged 12
		SP:Iteration 24Q (617.210000 sec): 3 clusters
  Score: Raw -1977530.102317 + Penalty 3310.386710 = -1974219.715606
  nChanged 9
		SP:Iteration 25Q (617.530000 sec): 3 clusters
  Score: Raw -1977530.623626 + Penalty 3310.386710 = -1974220.236915
  nChanged 5
		SP:Iteration 26Q (617.850000 sec): 3 clusters
  Score: Raw -1977530.856357 + Penalty 3310.386710 = -1974220.469647
  nChanged 5
		SP:Iteration 27Q (618.150000 sec): 3 clusters
  Score: Raw -1977531.081569 + Penalty 3310.386710 = -1974220.694859
  nChanged 3
		SP:Iteration 28Q (618.470000 sec): 3 clusters
  Score: Raw -1977531.228147 + Penalty 3310.386710 = -1974220.841437
  nChanged 5
		SP:Iteration 29Q (618.790000 sec): 3 clusters
  Score: Raw -1977531.369248 + Penalty 3310.386710 = -1974220.982537
  nChanged 0
		SP:Iteration 30F (619.110000 sec): 3 clusters
  Score: Raw -1977531.369248 + Penalty 3310.386710 = -1974220.982537
  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 5.74 GB.

 Trying to split cluster 11 (22202 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (619.320000 sec): 2 clusters
  Score: Raw -1960607.737063 + Penalty 1626.289869 = -1958981.447194
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (619.600000 sec): 3 clusters
  Score: Raw -1947293.058197 + Penalty 3252.579738 = -1944040.478459
  nChanged 10206
		SP:Iteration 1F (619.870000 sec): 3 clusters
  Score: Raw -1957820.380703 + Penalty 3252.579738 = -1954567.800966
  nChanged 3709
		SP:Iteration 2F (620.210000 sec): 3 clusters
  Score: Raw -1973396.992348 + Penalty 3252.579738 = -1970144.412610
  nChanged 3203
		SP:Iteration 3F (620.500000 sec): 3 clusters
  Score: Raw -1979806.706361 + Penalty 3252.579738 = -1976554.126623
  nChanged 1340
		SP:Iteration 4F (620.860000 sec): 3 clusters
  Score: Raw -1982290.523322 + Penalty 3252.579738 = -1979037.943585
  nChanged 1023
		SP:Iteration 5Q (621.170000 sec): 3 clusters
  Score: Raw -1985477.428284 + Penalty 3252.579738 = -1982224.848547
  nChanged 1111
		SP:Iteration 6F (621.450000 sec): 3 clusters
  Score: Raw -1989195.951496 + Penalty 3252.579738 = -1985943.371759
  nChanged 1087
		SP:Iteration 7Q (621.710000 sec): 3 clusters
  Score: Raw -1991842.943857 + Penalty 3252.579738 = -1988590.364119
  nChanged 1069
		SP:Iteration 8Q (622.000000 sec): 3 clusters
  Score: Raw -1996609.862514 + Penalty 3252.579738 = -1993357.282777
  nChanged 821
		SP:Iteration 9Q (622.280000 sec): 3 clusters
  Score: Raw -2011572.959494 + Penalty 3252.579738 = -2008320.379757
  nChanged 35
		SP:Iteration 10Q (622.570000 sec): 3 clusters
  Score: Raw -2012262.151224 + Penalty 3252.579738 = -2009009.571487
  nChanged 27
		SP:Iteration 11Q (622.830000 sec): 3 clusters
  Score: Raw -2012316.770864 + Penalty 3252.579738 = -2009064.191126
  nChanged 10
		SP:Iteration 12Q (623.190000 sec): 3 clusters
  Score: Raw -2012324.884615 + Penalty 3252.579738 = -2009072.304878
  nChanged 5
		SP:Iteration 13Q (623.430000 sec): 3 clusters
  Score: Raw -2012327.514871 + Penalty 3252.579738 = -2009074.935133
  nChanged 2
		SP:Iteration 14Q (623.730000 sec): 3 clusters
  Score: Raw -2012327.958493 + Penalty 3252.579738 = -2009075.378756
  nChanged 0
		SP:Iteration 15F (623.990000 sec): 3 clusters
  Score: Raw -2012327.958493 + Penalty 3252.579738 = -2009075.378756
  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 5.74 GB.

 Trying to split cluster 13 (8955 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (624.160000 sec): 2 clusters
  Score: Raw -607370.220283 + Penalty 1478.744689 = -605891.475594
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (624.410000 sec): 3 clusters
  Score: Raw -602675.548301 + Penalty 2957.489377 = -599718.058924
  nChanged 3924
		SP:Iteration 1F (624.610000 sec): 3 clusters
  Score: Raw -608100.795244 + Penalty 2957.489377 = -605143.305867
  nChanged 1347
		SP:Iteration 2F (624.890000 sec): 3 clusters
  Score: Raw -610649.368143 + Penalty 2957.489377 = -607691.878766
  nChanged 927
		SP:Iteration 3F (625.040000 sec): 3 clusters
  Score: Raw -612150.408826 + Penalty 2957.489377 = -609192.919449
  nChanged 585
		SP:Iteration 4F (625.250000 sec): 3 clusters
  Score: Raw -613034.972287 + Penalty 2957.489377 = -610077.482909
  nChanged 413
		SP:Iteration 5Q (625.510000 sec): 3 clusters
  Score: Raw -613563.492857 + Penalty 2957.489377 = -610606.003480
  nChanged 336
		SP:Iteration 6Q (625.730000 sec): 3 clusters
  Score: Raw -614029.378384 + Penalty 2957.489377 = -611071.889007
  nChanged 240
		SP:Iteration 7Q (625.930000 sec): 3 clusters
  Score: Raw -614374.124477 + Penalty 2957.489377 = -611416.635100
  nChanged 208
		SP:Iteration 8Q (626.110000 sec): 3 clusters
  Score: Raw -614639.181128 + Penalty 2957.489377 = -611681.691751
  nChanged 159
		SP:Iteration 9Q (626.320000 sec): 3 clusters
  Score: Raw -614783.463328 + Penalty 2957.489377 = -611825.973951
  nChanged 131
		SP:Iteration 10Q (626.540000 sec): 3 clusters
  Score: Raw -614891.019507 + Penalty 2957.489377 = -611933.530130
  nChanged 102
		SP:Iteration 11Q (626.770000 sec): 3 clusters
  Score: Raw -614990.986071 + Penalty 2957.489377 = -612033.496694
  nChanged 119
		SP:Iteration 12Q (626.970000 sec): 3 clusters
  Score: Raw -615158.401661 + Penalty 2957.489377 = -612200.912284
  nChanged 148
		SP:Iteration 13Q (627.190000 sec): 3 clusters
  Score: Raw -615470.753270 + Penalty 2957.489377 = -612513.263893
  nChanged 144
		SP:Iteration 14Q (627.370000 sec): 3 clusters
  Score: Raw -615716.776911 + Penalty 2957.489377 = -612759.287534
  nChanged 109
		SP:Iteration 15Q (627.590000 sec): 3 clusters
  Score: Raw -615829.656940 + Penalty 2957.489377 = -612872.167563
  nChanged 70
		SP:Iteration 16Q (627.810000 sec): 3 clusters
  Score: Raw -615861.285418 + Penalty 2957.489377 = -612903.796040
  nChanged 35
		SP:Iteration 17Q (627.970000 sec): 3 clusters
  Score: Raw -615885.139387 + Penalty 2957.489377 = -612927.650010
  nChanged 21
		SP:Iteration 18Q (628.230000 sec): 3 clusters
  Score: Raw -615890.820072 + Penalty 2957.489377 = -612933.330695
  nChanged 13
		SP:Iteration 19Q (628.390000 sec): 3 clusters
  Score: Raw -615892.720981 + Penalty 2957.489377 = -612935.231604
  nChanged 5
		SP:Iteration 20F (628.610000 sec): 3 clusters
  Score: Raw -615919.108275 + Penalty 2957.489377 = -612961.618898
  nChanged 21
		SP:Iteration 21Q (628.830000 sec): 3 clusters
  Score: Raw -615942.587240 + Penalty 2957.489377 = -612985.097862
  nChanged 32
		SP:Iteration 22Q (629.040000 sec): 3 clusters
  Score: Raw -615956.976274 + Penalty 2957.489377 = -612999.486897
  nChanged 26
		SP:Iteration 23Q (629.240000 sec): 3 clusters
  Score: Raw -615965.390998 + Penalty 2957.489377 = -613007.901621
  nChanged 23
		SP:Iteration 24Q (629.440000 sec): 3 clusters
  Score: Raw -615973.217005 + Penalty 2957.489377 = -613015.727628
  nChanged 22
		SP:Iteration 25Q (629.650000 sec): 3 clusters
  Score: Raw -615978.188479 + Penalty 2957.489377 = -613020.699102
  nChanged 14
		SP:Iteration 26Q (629.850000 sec): 3 clusters
  Score: Raw -615980.165015 + Penalty 2957.489377 = -613022.675638
  nChanged 7
		SP:Iteration 27Q (630.100000 sec): 3 clusters
  Score: Raw -615983.043835 + Penalty 2957.489377 = -613025.554458
  nChanged 11
		SP:Iteration 28Q (630.340000 sec): 3 clusters
  Score: Raw -615987.789318 + Penalty 2957.489377 = -613030.299941
  nChanged 23
		SP:Iteration 29Q (630.570000 sec): 3 clusters
  Score: Raw -615996.877192 + Penalty 2957.489377 = -613039.387815
  nChanged 31
		SP:Iteration 30Q (630.780000 sec): 3 clusters
  Score: Raw -616013.045920 + Penalty 2957.489377 = -613055.556543
  nChanged 27
		SP:Iteration 31Q (631.000000 sec): 3 clusters
  Score: Raw -616028.672713 + Penalty 2957.489377 = -613071.183336
  nChanged 45
		SP:Iteration 32Q (631.240000 sec): 3 clusters
  Score: Raw -616054.103281 + Penalty 2957.489377 = -613096.613904
  nChanged 44
		SP:Iteration 33Q (631.460000 sec): 3 clusters
  Score: Raw -616088.024362 + Penalty 2957.489377 = -613130.534985
  nChanged 59
		SP:Iteration 34Q (631.640000 sec): 3 clusters
  Score: Raw -616150.570403 + Penalty 2957.489377 = -613193.081026
  nChanged 72
		SP:Iteration 35Q (631.840000 sec): 3 clusters
  Score: Raw -616211.526907 + Penalty 2957.489377 = -613254.037530
  nChanged 51
		SP:Iteration 36Q (632.040000 sec): 3 clusters
  Score: Raw -616239.679539 + Penalty 2957.489377 = -613282.190162
  nChanged 47
		SP:Iteration 37Q (632.260000 sec): 3 clusters
  Score: Raw -616253.191077 + Penalty 2957.489377 = -613295.701700
  nChanged 25
		SP:Iteration 38Q (632.480000 sec): 3 clusters
  Score: Raw -616257.200966 + Penalty 2957.489377 = -613299.711589
  nChanged 11
		SP:Iteration 39Q (632.680000 sec): 3 clusters
  Score: Raw -616259.338594 + Penalty 2957.489377 = -613301.849217
  nChanged 9
		SP:Iteration 40F (632.960000 sec): 3 clusters
  Score: Raw -616274.999750 + Penalty 2957.489377 = -613317.510373
  nChanged 14
		SP:Iteration 41Q (633.200000 sec): 3 clusters
  Score: Raw -616279.854588 + Penalty 2957.489377 = -613322.365210
  nChanged 16
		SP:Iteration 42Q (633.380000 sec): 3 clusters
  Score: Raw -616282.654487 + Penalty 2957.489377 = -613325.165110
  nChanged 14
		SP:Iteration 43Q (633.600000 sec): 3 clusters
  Score: Raw -616285.768027 + Penalty 2957.489377 = -613328.278650
  nChanged 24
		SP:Iteration 44Q (633.820000 sec): 3 clusters
  Score: Raw -616291.808143 + Penalty 2957.489377 = -613334.318766
  nChanged 27
		SP:Iteration 45Q (634.040000 sec): 3 clusters
  Score: Raw -616303.828975 + Penalty 2957.489377 = -613346.339598
  nChanged 34
		SP:Iteration 46Q (634.260000 sec): 3 clusters
  Score: Raw -616319.844684 + Penalty 2957.489377 = -613362.355306
  nChanged 27
		SP:Iteration 47Q (634.480000 sec): 3 clusters
  Score: Raw -616330.053839 + Penalty 2957.489377 = -613372.564462
  nChanged 26
		SP:Iteration 48Q (634.750000 sec): 3 clusters
  Score: Raw -616337.241260 + Penalty 2957.489377 = -613379.751883
  nChanged 20
		SP:Iteration 49Q (634.920000 sec): 3 clusters
  Score: Raw -616341.413021 + Penalty 2957.489377 = -613383.923644
  nChanged 17
		SP:Iteration 50Q (635.160000 sec): 3 clusters
  Score: Raw -616345.613629 + Penalty 2957.489377 = -613388.124251
  nChanged 17
		SP:Iteration 51Q (635.390000 sec): 3 clusters
  Score: Raw -616348.085027 + Penalty 2957.489377 = -613390.595650
  nChanged 9
		SP:Iteration 52Q (635.600000 sec): 3 clusters
  Score: Raw -616349.327535 + Penalty 2957.489377 = -613391.838158
  nChanged 5
		SP:Iteration 53Q (635.800000 sec): 3 clusters
  Score: Raw -616349.725729 + Penalty 2957.489377 = -613392.236352
  nChanged 3
		SP:Iteration 54Q (636.040000 sec): 3 clusters
  Score: Raw -616350.159751 + Penalty 2957.489377 = -613392.670374
  nChanged 2
		SP:Iteration 55Q (636.240000 sec): 3 clusters
  Score: Raw -616351.120672 + Penalty 2957.489377 = -613393.631295
  nChanged 1
		SP:Iteration 56Q (636.440000 sec): 3 clusters
  Score: Raw -616351.682805 + Penalty 2957.489377 = -613394.193428
  nChanged 2
		SP:Iteration 57Q (636.640000 sec): 3 clusters
  Score: Raw -616351.826952 + Penalty 2957.489377 = -613394.337574
  nChanged 0
		SP:Iteration 58F (636.820000 sec): 3 clusters
  Score: Raw -616351.826952 + Penalty 2957.489377 = -613394.337574
  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 5.74 GB.

 Trying to split cluster 14 (183210 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (637.930000 sec): 2 clusters
  Score: Raw -16552226.977909 + Penalty 1969.238101 = -16550257.739808
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (639.000000 sec): 3 clusters
  Score: Raw -16430870.956535 + Penalty 3938.476202 = -16426932.480333
  nChanged 88714
		SP:Iteration 1F (640.000000 sec): 3 clusters
  Score: Raw -16485294.010418 + Penalty 3938.476202 = -16481355.534216
  nChanged 6456
		SP:Iteration 2Q (641.160000 sec): 3 clusters
  Score: Raw -16487234.250328 + Penalty 3938.476202 = -16483295.774126
  nChanged 7387
		SP:Iteration 3Q (642.360000 sec): 3 clusters
  Score: Raw -16489945.145029 + Penalty 3938.476202 = -16486006.668827
  nChanged 8490
		SP:Iteration 4Q (643.620000 sec): 3 clusters
  Score: Raw -16493943.673747 + Penalty 3938.476202 = -16490005.197545
  nChanged 9960
		SP:Iteration 5F (644.690000 sec): 3 clusters
  Score: Raw -16500028.788065 + Penalty 3938.476202 = -16496090.311863
  nChanged 11701
		SP:Iteration 6F (645.730000 sec): 3 clusters
  Score: Raw -16508501.582500 + Penalty 3938.476202 = -16504563.106298
  nChanged 12850
		SP:Iteration 7F (646.730000 sec): 3 clusters
  Score: Raw -16519022.591679 + Penalty 3938.476202 = -16515084.115476
  nChanged 13555
		SP:Iteration 8F (647.730000 sec): 3 clusters
  Score: Raw -16532752.230358 + Penalty 3938.476202 = -16528813.754156
  nChanged 13911
		SP:Iteration 9F (648.730000 sec): 3 clusters
  Score: Raw -16555116.079338 + Penalty 3938.476202 = -16551177.603135
  nChanged 15061
		SP:Iteration 10F (649.700000 sec): 3 clusters
  Score: Raw -16602698.362789 + Penalty 3938.476202 = -16598759.886587
  nChanged 13832
		SP:Iteration 11F (650.740000 sec): 3 clusters
  Score: Raw -16673387.848178 + Penalty 3938.476202 = -16669449.371976
  nChanged 4145
		SP:Iteration 12Q (651.690000 sec): 3 clusters
  Score: Raw -16709080.924784 + Penalty 3938.476202 = -16705142.448582
  nChanged 330
		SP:Iteration 13Q (652.620000 sec): 3 clusters
  Score: Raw -16709397.027141 + Penalty 3938.476202 = -16705458.550939
  nChanged 15
		SP:Iteration 14Q (653.530000 sec): 3 clusters
  Score: Raw -16709397.524131 + Penalty 3938.476202 = -16705459.047929
  nChanged 0
		SP:Iteration 15F (654.390000 sec): 3 clusters
  Score: Raw -16709397.524131 + Penalty 3938.476202 = -16705459.047929
  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 5.74 GB.

 Trying to split cluster 15 (49421 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (654.700000 sec): 2 clusters
  Score: Raw -4007084.397169 + Penalty 1756.321241 = -4005328.075928
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (655.060000 sec): 3 clusters
  Score: Raw -3976322.857100 + Penalty 3512.642482 = -3972810.214618
  nChanged 23087
		SP:Iteration 1F (655.420000 sec): 3 clusters
  Score: Raw -3996023.778023 + Penalty 3512.642482 = -3992511.135541
  nChanged 5153
		SP:Iteration 2F (655.790000 sec): 3 clusters
  Score: Raw -4001223.519305 + Penalty 3512.642482 = -3997710.876823
  nChanged 4397
		SP:Iteration 3F (656.160000 sec): 3 clusters
  Score: Raw -4005098.177643 + Penalty 3512.642482 = -4001585.535161
  nChanged 3268
		SP:Iteration 4F (656.580000 sec): 3 clusters
  Score: Raw -4007828.358333 + Penalty 3512.642482 = -4004315.715851
  nChanged 2787
		SP:Iteration 5F (656.970000 sec): 3 clusters
  Score: Raw -4011217.277015 + Penalty 3512.642482 = -4007704.634533
  nChanged 3121
		SP:Iteration 6F (657.420000 sec): 3 clusters
  Score: Raw -4017954.094208 + Penalty 3512.642482 = -4014441.451726
  nChanged 3684
		SP:Iteration 7F (657.860000 sec): 3 clusters
  Score: Raw -4028117.617801 + Penalty 3512.642482 = -4024604.975319
  nChanged 2867
		SP:Iteration 8F (658.240000 sec): 3 clusters
  Score: Raw -4032182.901561 + Penalty 3512.642482 = -4028670.259079
  nChanged 1610
		SP:Iteration 9Q (658.610000 sec): 3 clusters
  Score: Raw -4034382.597817 + Penalty 3512.642482 = -4030869.955334
  nChanged 1169
		SP:Iteration 10Q (658.980000 sec): 3 clusters
  Score: Raw -4037035.928220 + Penalty 3512.642482 = -4033523.285738
  nChanged 814
		SP:Iteration 11Q (659.420000 sec): 3 clusters
  Score: Raw -4039119.564945 + Penalty 3512.642482 = -4035606.922463
  nChanged 431
		SP:Iteration 12Q (659.780000 sec): 3 clusters
  Score: Raw -4039877.894728 + Penalty 3512.642482 = -4036365.252246
  nChanged 163
		SP:Iteration 13Q (660.110000 sec): 3 clusters
  Score: Raw -4040001.318346 + Penalty 3512.642482 = -4036488.675864
  nChanged 41
		SP:Iteration 14Q (660.450000 sec): 3 clusters
  Score: Raw -4040008.257595 + Penalty 3512.642482 = -4036495.615113
  nChanged 11
		SP:Iteration 15Q (660.870000 sec): 3 clusters
  Score: Raw -4040008.888152 + Penalty 3512.642482 = -4036496.245670
  nChanged 1
		SP:Iteration 16Q (661.180000 sec): 3 clusters
  Score: Raw -4040008.926397 + Penalty 3512.642482 = -4036496.283915
  nChanged 1
		SP:Iteration 17Q (661.540000 sec): 3 clusters
  Score: Raw -4040008.979112 + Penalty 3512.642482 = -4036496.336629
  nChanged 0
		SP:Iteration 18F (661.940000 sec): 3 clusters
  Score: Raw -4040008.979112 + Penalty 3512.642482 = -4036496.336629
  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 5.74 GB.

 Trying to split cluster 16 (27521 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (662.160000 sec): 2 clusters
  Score: Raw -2292557.481298 + Penalty 1661.189502 = -2290896.291796
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (662.470000 sec): 3 clusters
  Score: Raw -2276015.680682 + Penalty 3322.379004 = -2272693.301678
  nChanged 12666
		SP:Iteration 1F (662.720000 sec): 3 clusters
  Score: Raw -2291153.605395 + Penalty 3322.379004 = -2287831.226391
  nChanged 5145
		SP:Iteration 2F (662.970000 sec): 3 clusters
  Score: Raw -2304694.811017 + Penalty 3322.379004 = -2301372.432013
  nChanged 3500
		SP:Iteration 3F (663.290000 sec): 3 clusters
  Score: Raw -2310621.637776 + Penalty 3322.379004 = -2307299.258772
  nChanged 1454
		SP:Iteration 4F (663.560000 sec): 3 clusters
  Score: Raw -2311918.831311 + Penalty 3322.379004 = -2308596.452307
  nChanged 657
		SP:Iteration 5Q (663.850000 sec): 3 clusters
  Score: Raw -2312803.355529 + Penalty 3322.379004 = -2309480.976524
  nChanged 477
		SP:Iteration 6Q (664.180000 sec): 3 clusters
  Score: Raw -2314012.080538 + Penalty 3322.379004 = -2310689.701534
  nChanged 441
		SP:Iteration 7Q (664.450000 sec): 3 clusters
  Score: Raw -2314594.716043 + Penalty 3322.379004 = -2311272.337039
  nChanged 340
		SP:Iteration 8Q (664.720000 sec): 3 clusters
  Score: Raw -2314766.079156 + Penalty 3322.379004 = -2311443.700152
  nChanged 214
		SP:Iteration 9Q (665.070000 sec): 3 clusters
  Score: Raw -2314836.857600 + Penalty 3322.379004 = -2311514.478596
  nChanged 147
		SP:Iteration 10Q (665.320000 sec): 3 clusters
  Score: Raw -2314866.493110 + Penalty 3322.379004 = -2311544.114106
  nChanged 84
		SP:Iteration 11Q (665.640000 sec): 3 clusters
  Score: Raw -2314878.807615 + Penalty 3322.379004 = -2311556.428610
  nChanged 49
		SP:Iteration 12Q (665.930000 sec): 3 clusters
  Score: Raw -2314884.162618 + Penalty 3322.379004 = -2311561.783613
  nChanged 46
		SP:Iteration 13Q (666.230000 sec): 3 clusters
  Score: Raw -2314889.078989 + Penalty 3322.379004 = -2311566.699985
  nChanged 37
		SP:Iteration 14Q (666.500000 sec): 3 clusters
  Score: Raw -2314892.676166 + Penalty 3322.379004 = -2311570.297162
  nChanged 38
		SP:Iteration 15Q (666.840000 sec): 3 clusters
  Score: Raw -2314896.125844 + Penalty 3322.379004 = -2311573.746839
  nChanged 39
		SP:Iteration 16Q (667.160000 sec): 3 clusters
  Score: Raw -2314899.385365 + Penalty 3322.379004 = -2311577.006361
  nChanged 30
		SP:Iteration 17Q (667.460000 sec): 3 clusters
  Score: Raw -2314901.635649 + Penalty 3322.379004 = -2311579.256645
  nChanged 22
		SP:Iteration 18Q (667.780000 sec): 3 clusters
  Score: Raw -2314903.020842 + Penalty 3322.379004 = -2311580.641838
  nChanged 16
		SP:Iteration 19Q (668.100000 sec): 3 clusters
  Score: Raw -2314903.787745 + Penalty 3322.379004 = -2311581.408741
  nChanged 15
		SP:Iteration 20F (668.410000 sec): 3 clusters
  Score: Raw -2314904.443938 + Penalty 3322.379004 = -2311582.064934
  nChanged 13
		SP:Iteration 21Q (668.770000 sec): 3 clusters
  Score: Raw -2314904.932925 + Penalty 3322.379004 = -2311582.553921
  nChanged 9
		SP:Iteration 22Q (669.090000 sec): 3 clusters
  Score: Raw -2314905.303186 + Penalty 3322.379004 = -2311582.924182
  nChanged 7
		SP:Iteration 23Q (669.440000 sec): 3 clusters
  Score: Raw -2314905.493503 + Penalty 3322.379004 = -2311583.114499
  nChanged 2
		SP:Iteration 24Q (669.760000 sec): 3 clusters
  Score: Raw -2314905.548693 + Penalty 3322.379004 = -2311583.169689
  nChanged 0
		SP:Iteration 25F (670.080000 sec): 3 clusters
  Score: Raw -2314905.548693 + Penalty 3322.379004 = -2311583.169689
  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 5.74 GB.

 Trying to split cluster 17 (23134 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (670.260000 sec): 2 clusters
  Score: Raw -1916111.046157 + Penalty 1632.972035 = -1914478.074122
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (670.650000 sec): 3 clusters
  Score: Raw -1902327.210380 + Penalty 3265.944070 = -1899061.266311
  nChanged 10588
		SP:Iteration 1F (670.880000 sec): 3 clusters
  Score: Raw -1911825.084918 + Penalty 3265.944070 = -1908559.140848
  nChanged 3020
		SP:Iteration 2F (671.190000 sec): 3 clusters
  Score: Raw -1918458.057983 + Penalty 3265.944070 = -1915192.113914
  nChanged 2931
		SP:Iteration 3F (671.460000 sec): 3 clusters
  Score: Raw -1925141.560345 + Penalty 3265.944070 = -1921875.616275
  nChanged 2323
		SP:Iteration 4F (671.780000 sec): 3 clusters
  Score: Raw -1930995.396264 + Penalty 3265.944070 = -1927729.452194
  nChanged 1715
		SP:Iteration 5F (672.100000 sec): 3 clusters
  Score: Raw -1936959.844888 + Penalty 3265.944070 = -1933693.900819
  nChanged 875
		SP:Iteration 6Q (672.380000 sec): 3 clusters
  Score: Raw -1941089.531230 + Penalty 3265.944070 = -1937823.587160
  nChanged 421
		SP:Iteration 7Q (672.690000 sec): 3 clusters
  Score: Raw -1941935.863802 + Penalty 3265.944070 = -1938669.919732
  nChanged 217
		SP:Iteration 8Q (672.990000 sec): 3 clusters
  Score: Raw -1942127.490071 + Penalty 3265.944070 = -1938861.546002
  nChanged 137
		SP:Iteration 9Q (673.290000 sec): 3 clusters
  Score: Raw -1942215.857504 + Penalty 3265.944070 = -1938949.913435
  nChanged 80
		SP:Iteration 10Q (673.640000 sec): 3 clusters
  Score: Raw -1942256.401349 + Penalty 3265.944070 = -1938990.457279
  nChanged 55
		SP:Iteration 11Q (673.940000 sec): 3 clusters
  Score: Raw -1942275.377748 + Penalty 3265.944070 = -1939009.433678
  nChanged 36
		SP:Iteration 12Q (674.220000 sec): 3 clusters
  Score: Raw -1942288.929676 + Penalty 3265.944070 = -1939022.985607
  nChanged 24
		SP:Iteration 13Q (674.560000 sec): 3 clusters
  Score: Raw -1942295.129668 + Penalty 3265.944070 = -1939029.185599
  nChanged 17
		SP:Iteration 14Q (674.860000 sec): 3 clusters
  Score: Raw -1942298.161163 + Penalty 3265.944070 = -1939032.217094
  nChanged 13
		SP:Iteration 15Q (675.160000 sec): 3 clusters
  Score: Raw -1942299.634683 + Penalty 3265.944070 = -1939033.690614
  nChanged 7
		SP:Iteration 16Q (675.450000 sec): 3 clusters
  Score: Raw -1942300.247013 + Penalty 3265.944070 = -1939034.302944
  nChanged 7
		SP:Iteration 17Q (675.770000 sec): 3 clusters
  Score: Raw -1942300.801093 + Penalty 3265.944070 = -1939034.857024
  nChanged 5
		SP:Iteration 18Q (676.070000 sec): 3 clusters
  Score: Raw -1942301.429244 + Penalty 3265.944070 = -1939035.485174
  nChanged 4
		SP:Iteration 19Q (676.340000 sec): 3 clusters
  Score: Raw -1942301.782469 + Penalty 3265.944070 = -1939035.838399
  nChanged 2
		SP:Iteration 20F (676.650000 sec): 3 clusters
  Score: Raw -1942319.429421 + Penalty 3265.944070 = -1939053.485352
  nChanged 15
		SP:Iteration 21Q (676.960000 sec): 3 clusters
  Score: Raw -1942329.981506 + Penalty 3265.944070 = -1939064.037436
  nChanged 26
		SP:Iteration 22Q (677.250000 sec): 3 clusters
  Score: Raw -1942338.642691 + Penalty 3265.944070 = -1939072.698621
  nChanged 20
		SP:Iteration 23Q (677.510000 sec): 3 clusters
  Score: Raw -1942343.294711 + Penalty 3265.944070 = -1939077.350641
  nChanged 13
		SP:Iteration 24Q (677.830000 sec): 3 clusters
  Score: Raw -1942345.662407 + Penalty 3265.944070 = -1939079.718337
  nChanged 10
		SP:Iteration 25Q (678.110000 sec): 3 clusters
  Score: Raw -1942346.991616 + Penalty 3265.944070 = -1939081.047546
  nChanged 6
		SP:Iteration 26Q (678.380000 sec): 3 clusters
  Score: Raw -1942347.658890 + Penalty 3265.944070 = -1939081.714820
  nChanged 8
		SP:Iteration 27Q (678.670000 sec): 3 clusters
  Score: Raw -1942348.855370 + Penalty 3265.944070 = -1939082.911300
  nChanged 7
		SP:Iteration 28Q (678.970000 sec): 3 clusters
  Score: Raw -1942349.534995 + Penalty 3265.944070 = -1939083.590925
  nChanged 4
		SP:Iteration 29Q (679.250000 sec): 3 clusters
  Score: Raw -1942349.988176 + Penalty 3265.944070 = -1939084.044106
  nChanged 5
		SP:Iteration 30Q (679.570000 sec): 3 clusters
  Score: Raw -1942350.920122 + Penalty 3265.944070 = -1939084.976053
  nChanged 5
		SP:Iteration 31Q (679.830000 sec): 3 clusters
  Score: Raw -1942351.469051 + Penalty 3265.944070 = -1939085.524982
  nChanged 3
		SP:Iteration 32Q (680.120000 sec): 3 clusters
  Score: Raw -1942351.640527 + Penalty 3265.944070 = -1939085.696458
  nChanged 1
		SP:Iteration 33Q (680.400000 sec): 3 clusters
  Score: Raw -1942351.678391 + Penalty 3265.944070 = -1939085.734321
  nChanged 2
		SP:Iteration 34Q (680.650000 sec): 3 clusters
  Score: Raw -1942351.777104 + Penalty 3265.944070 = -1939085.833034
  nChanged 0
		SP:Iteration 35F (680.940000 sec): 3 clusters
  Score: Raw -1942351.777104 + Penalty 3265.944070 = -1939085.833034
  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 5.74 GB.

 Trying to split cluster 18 (4522 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (681.030000 sec): 2 clusters
  Score: Raw -346339.537015 + Penalty 1367.715319 = -344971.821697
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (681.220000 sec): 3 clusters
  Score: Raw -344186.719871 + Penalty 2735.430637 = -341451.289234
  nChanged 1858
		SP:Iteration 1F (681.400000 sec): 3 clusters
  Score: Raw -346473.739653 + Penalty 2735.430637 = -343738.309016
  nChanged 678
		SP:Iteration 2F (681.580000 sec): 3 clusters
  Score: Raw -347932.288377 + Penalty 2735.430637 = -345196.857739
  nChanged 378
		SP:Iteration 3F (681.780000 sec): 3 clusters
  Score: Raw -348406.393851 + Penalty 2735.430637 = -345670.963213
  nChanged 222
		SP:Iteration 4Q (681.980000 sec): 3 clusters
  Score: Raw -348680.836789 + Penalty 2735.430637 = -345945.406152
  nChanged 180
		SP:Iteration 5Q (682.190000 sec): 3 clusters
  Score: Raw -348871.744594 + Penalty 2735.430637 = -346136.313957
  nChanged 109
		SP:Iteration 6Q (682.470000 sec): 3 clusters
  Score: Raw -349007.098321 + Penalty 2735.430637 = -346271.667684
  nChanged 106
		SP:Iteration 7Q (682.640000 sec): 3 clusters
  Score: Raw -349138.299278 + Penalty 2735.430637 = -346402.868641
  nChanged 85
		SP:Iteration 8Q (682.820000 sec): 3 clusters
  Score: Raw -349281.281675 + Penalty 2735.430637 = -346545.851038
  nChanged 113
		SP:Iteration 9Q (682.990000 sec): 3 clusters
  Score: Raw -349530.615853 + Penalty 2735.430637 = -346795.185216
  nChanged 120
		SP:Iteration 10Q (683.180000 sec): 3 clusters
  Score: Raw -349834.804549 + Penalty 2735.430637 = -347099.373912
  nChanged 121
		SP:Iteration 11Q (683.410000 sec): 3 clusters
  Score: Raw -350136.729451 + Penalty 2735.430637 = -347401.298814
  nChanged 146
		SP:Iteration 12Q (683.590000 sec): 3 clusters
  Score: Raw -350718.249691 + Penalty 2735.430637 = -347982.819054
  nChanged 204
		SP:Iteration 13Q (683.800000 sec): 3 clusters
  Score: Raw -351635.296410 + Penalty 2735.430637 = -348899.865773
  nChanged 178
		SP:Iteration 14Q (683.980000 sec): 3 clusters
  Score: Raw -352589.199757 + Penalty 2735.430637 = -349853.769120
  nChanged 164
		SP:Iteration 15Q (684.170000 sec): 3 clusters
  Score: Raw -354249.538715 + Penalty 2735.430637 = -351514.108077
  nChanged 158
		SP:Iteration 16Q (684.360000 sec): 3 clusters
  Score: Raw -356133.734078 + Penalty 2735.430637 = -353398.303441
  nChanged 97
		SP:Iteration 17Q (684.560000 sec): 3 clusters
  Score: Raw -357012.427168 + Penalty 2735.430637 = -354276.996531
  nChanged 66
		SP:Iteration 18Q (684.750000 sec): 3 clusters
  Score: Raw -357617.763891 + Penalty 2735.430637 = -354882.333254
  nChanged 22
		SP:Iteration 19Q (684.970000 sec): 3 clusters
  Score: Raw -357812.262440 + Penalty 2735.430637 = -355076.831802
  nChanged 15
		SP:Iteration 20F (685.140000 sec): 3 clusters
  Score: Raw -358229.518368 + Penalty 2735.430637 = -355494.087731
  nChanged 22
		SP:Iteration 21Q (685.340000 sec): 3 clusters
  Score: Raw -359062.756708 + Penalty 2735.430637 = -356327.326071
  nChanged 19
		SP:Iteration 22Q (685.560000 sec): 3 clusters
  Score: Raw -360166.069634 + Penalty 2735.430637 = -357430.638997
  nChanged 6
		SP:Iteration 23Q (685.750000 sec): 3 clusters
  Score: Raw -360279.366441 + Penalty 2735.430637 = -357543.935804
  nChanged 4
		SP:Iteration 24Q (685.910000 sec): 3 clusters
  Score: Raw -360295.967937 + Penalty 2735.430637 = -357560.537299
  nChanged 0
		SP:Iteration 25F (686.130000 sec): 3 clusters
  Score: Raw -360295.967937 + Penalty 2735.430637 = -357560.537299
  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 5.74 GB.

 Trying to split cluster 19 (18237 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (686.310000 sec): 2 clusters
  Score: Raw -1593450.497675 + Penalty 1594.321264 = -1591856.176411
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (686.590000 sec): 3 clusters
  Score: Raw -1583180.540033 + Penalty 3188.642527 = -1579991.897505
  nChanged 8329
		SP:Iteration 1F (686.890000 sec): 3 clusters
  Score: Raw -1591980.838030 + Penalty 3188.642527 = -1588792.195503
  nChanged 2221
		SP:Iteration 2F (687.180000 sec): 3 clusters
  Score: Raw -1596027.644055 + Penalty 3188.642527 = -1592839.001527
  nChanged 2867
		SP:Iteration 3F (687.470000 sec): 3 clusters
  Score: Raw -1604149.529761 + Penalty 3188.642527 = -1600960.887234
  nChanged 2539
		SP:Iteration 4F (687.770000 sec): 3 clusters
  Score: Raw -1614219.536122 + Penalty 3188.642527 = -1611030.893595
  nChanged 1459
		SP:Iteration 5F (688.030000 sec): 3 clusters
  Score: Raw -1623934.560983 + Penalty 3188.642527 = -1620745.918455
  nChanged 1083
		SP:Iteration 6F (688.270000 sec): 3 clusters
  Score: Raw -1647390.099256 + Penalty 3188.642527 = -1644201.456729
  nChanged 654
		SP:Iteration 7Q (688.490000 sec): 3 clusters
  Score: Raw -1650141.828854 + Penalty 3188.642527 = -1646953.186327
  nChanged 308
		SP:Iteration 8Q (688.750000 sec): 3 clusters
  Score: Raw -1650549.265691 + Penalty 3188.642527 = -1647360.623164
  nChanged 255
		SP:Iteration 9Q (689.000000 sec): 3 clusters
  Score: Raw -1650900.919387 + Penalty 3188.642527 = -1647712.276860
  nChanged 201
		SP:Iteration 10Q (689.320000 sec): 3 clusters
  Score: Raw -1651134.175016 + Penalty 3188.642527 = -1647945.532489
  nChanged 98
		SP:Iteration 11Q (689.550000 sec): 3 clusters
  Score: Raw -1651196.347075 + Penalty 3188.642527 = -1648007.704548
  nChanged 41
		SP:Iteration 12Q (689.830000 sec): 3 clusters
  Score: Raw -1651222.291783 + Penalty 3188.642527 = -1648033.649256
  nChanged 22
		SP:Iteration 13Q (690.060000 sec): 3 clusters
  Score: Raw -1651231.807910 + Penalty 3188.642527 = -1648043.165382
  nChanged 9
		SP:Iteration 14Q (690.340000 sec): 3 clusters
  Score: Raw -1651233.905141 + Penalty 3188.642527 = -1648045.262613
  nChanged 3
		SP:Iteration 15Q (690.630000 sec): 3 clusters
  Score: Raw -1651236.081887 + Penalty 3188.642527 = -1648047.439359
  nChanged 3
		SP:Iteration 16Q (690.910000 sec): 3 clusters
  Score: Raw -1651236.296356 + Penalty 3188.642527 = -1648047.653828
  nChanged 0
		SP:Iteration 17F (691.170000 sec): 3 clusters
  Score: Raw -1651427.000650 + Penalty 3188.642527 = -1648238.358123
  nChanged 155
		SP:Iteration 18Q (691.540000 sec): 3 clusters
  Score: Raw -1651731.937938 + Penalty 3188.642527 = -1648543.295411
  nChanged 107
		SP:Iteration 19Q (691.780000 sec): 3 clusters
  Score: Raw -1651897.912638 + Penalty 3188.642527 = -1648709.270110
  nChanged 85
		SP:Iteration 20F (692.060000 sec): 3 clusters
  Score: Raw -1652018.321653 + Penalty 3188.642527 = -1648829.679126
  nChanged 85
		SP:Iteration 21Q (692.320000 sec): 3 clusters
  Score: Raw -1652167.380249 + Penalty 3188.642527 = -1648978.737722
  nChanged 84
		SP:Iteration 22Q (692.560000 sec): 3 clusters
  Score: Raw -1652399.023901 + Penalty 3188.642527 = -1649210.381373
  nChanged 91
		SP:Iteration 23Q (692.800000 sec): 3 clusters
  Score: Raw -1652946.340473 + Penalty 3188.642527 = -1649757.697946
  nChanged 60
		SP:Iteration 24Q (693.120000 sec): 3 clusters
  Score: Raw -1653272.740578 + Penalty 3188.642527 = -1650084.098051
  nChanged 16
		SP:Iteration 25Q (693.340000 sec): 3 clusters
  Score: Raw -1653283.245245 + Penalty 3188.642527 = -1650094.602718
  nChanged 2
		SP:Iteration 26Q (693.640000 sec): 3 clusters
  Score: Raw -1653283.609392 + Penalty 3188.642527 = -1650094.966865
  nChanged 0
		SP:Iteration 27F (693.910000 sec): 3 clusters
  Score: Raw -1653283.609392 + Penalty 3188.642527 = -1650094.966865
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 36.
Iteration 20F (745.380000 sec): 37 clusters
  Score: Raw -66556032.786971 + Penalty 79441.035372 = -66476591.751599
  nChanged 51617
Iteration 21F (800.260000 sec): 37 clusters
  Score: Raw -66588116.587670 + Penalty 79441.035372 = -66508675.552298
  nChanged 23700
Iteration 22Q (831.950000 sec): 37 clusters
  Score: Raw -66600114.235681 + Penalty 79441.035372 = -66520673.200310
  nChanged 16339
Iteration 23Q (860.050000 sec): 37 clusters
  Score: Raw -66606919.211496 + Penalty 79441.035372 = -66527478.176124
  nChanged 12515
Iteration 24Q (888.990000 sec): 37 clusters
  Score: Raw -66611400.487252 + Penalty 79441.035372 = -66531959.451880
  nChanged 10263
Iteration 25Q (920.120000 sec): 37 clusters
  Score: Raw -66614867.565140 + Penalty 79441.035372 = -66535426.529768
  nChanged 8864
Iteration 26Q (950.670000 sec): 37 clusters
  Score: Raw -66617851.768783 + Penalty 79441.035372 = -66538410.733411
  nChanged 7792
Iteration 27Q (977.220000 sec): 37 clusters
  Score: Raw -66620229.049456 + Penalty 79441.035372 = -66540788.014084
  nChanged 6919
Iteration 28Q (1004.850000 sec): 37 clusters
  Score: Raw -66621993.705536 + Penalty 79441.035372 = -66542552.670164
  nChanged 6264
Iteration 29Q (1033.050000 sec): 37 clusters
  Score: Raw -66623479.795888 + Penalty 79441.035372 = -66544038.760516
  nChanged 5690
Iteration 30Q (1060.770000 sec): 37 clusters
  Score: Raw -66624734.763405 + Penalty 79441.035372 = -66545293.728034
  nChanged 5128
Iteration 31Q (1084.460000 sec): 37 clusters
  Score: Raw -66625759.565959 + Penalty 79441.035372 = -66546318.530588
  nChanged 4633
Iteration 32Q (1110.850000 sec): 37 clusters
  Score: Raw -66626589.685434 + Penalty 79441.035372 = -66547148.650062
  nChanged 4101
Iteration 33Q (1139.150000 sec): 37 clusters
  Score: Raw -66627246.124226 + Penalty 79441.035372 = -66547805.088854
  nChanged 3645
Iteration 34Q (1169.730000 sec): 37 clusters
  Score: Raw -66627794.898592 + Penalty 79441.035372 = -66548353.863220
  nChanged 3230
Iteration 35Q (1197.200000 sec): 37 clusters
  Score: Raw -66628278.372826 + Penalty 79441.035372 = -66548837.337454
  nChanged 2984
Iteration 36Q (1228.200000 sec): 37 clusters
  Score: Raw -66628700.641548 + Penalty 79441.035372 = -66549259.606176
  nChanged 2625
Iteration 37Q (1257.190000 sec): 37 clusters
  Score: Raw -66629037.612864 + Penalty 79441.035372 = -66549596.577492
  nChanged 2379
Iteration 38Q (1288.190000 sec): 37 clusters
  Score: Raw -66629345.712298 + Penalty 79441.035372 = -66549904.676926
  nChanged 2250
Iteration 39Q (1315.420000 sec): 37 clusters
  Score: Raw -66629645.995311 + Penalty 79441.035372 = -66550204.959939
  nChanged 2097
Iteration 40F (1368.760000 sec): 37 clusters
  Score: Raw -66630312.369491 + Penalty 79441.035372 = -66550871.334120
  nChanged 2115
Iteration 41Q (1397.690000 sec): 37 clusters
  Score: Raw -66630839.274092 + Penalty 79441.035372 = -66551398.238721
  nChanged 2167
Iteration 42Q (1428.400000 sec): 37 clusters
  Score: Raw -66631276.940661 + Penalty 79441.035372 = -66551835.905289
  nChanged 2027
Iteration 43Q (1458.410000 sec): 37 clusters
  Score: Raw -66631666.434875 + Penalty 79441.035372 = -66552225.399503
  nChanged 1981
Iteration 44Q (1486.910000 sec): 37 clusters
  Score: Raw -66632049.802184 + Penalty 79441.035372 = -66552608.766813
  nChanged 1892
Iteration 45Q (1514.950000 sec): 37 clusters
  Score: Raw -66632424.032692 + Penalty 79441.035372 = -66552982.997321
  nChanged 1842
Iteration 46Q (1545.570000 sec): 37 clusters
  Score: Raw -66632878.172887 + Penalty 79441.035372 = -66553437.137515
  nChanged 1885
Iteration 47Q (1575.340000 sec): 37 clusters
  Score: Raw -66633491.455699 + Penalty 79441.035372 = -66554050.420327
  nChanged 2033
Iteration 48Q (1603.330000 sec): 37 clusters
  Score: Raw -66634207.880757 + Penalty 79441.035372 = -66554766.845385
  nChanged 1996
Iteration 49Q (1631.140000 sec): 37 clusters
  Score: Raw -66634976.095094 + Penalty 79441.035372 = -66555535.059723
  nChanged 1970
Iteration 50Q (1665.070000 sec): 37 clusters
  Score: Raw -66635785.303562 + Penalty 79441.035372 = -66556344.268190
  nChanged 1963
Iteration 51Q (1700.630000 sec): 37 clusters
  Score: Raw -66637011.733113 + Penalty 79441.035372 = -66557570.697741
  nChanged 1723
Iteration 52Q (1735.240000 sec): 37 clusters
  Score: Raw -66638264.653031 + Penalty 79441.035372 = -66558823.617659
  nChanged 1556
Iteration 53Q (1770.190000 sec): 37 clusters
  Score: Raw -66638982.130568 + Penalty 79441.035372 = -66559541.095196
  nChanged 1361
Iteration 54Q (1802.800000 sec): 37 clusters
  Score: Raw -66639700.775213 + Penalty 79441.035372 = -66560259.739842
  nChanged 1323
Iteration 55Q (1835.950000 sec): 37 clusters
  Score: Raw -66641634.553523 + Penalty 79441.035372 = -66562193.518152
  nChanged 1213
Iteration 56Q (1867.410000 sec): 37 clusters
  Score: Raw -66644510.603387 + Penalty 79441.035372 = -66565069.568015
  nChanged 1036
Iteration 57Q (1897.320000 sec): 37 clusters
  Score: Raw -66644768.271679 + Penalty 79441.035372 = -66565327.236308
  nChanged 904
Iteration 58Q (1930.040000 sec): 37 clusters
  Score: Raw -66644883.880418 + Penalty 79441.035372 = -66565442.845047
  nChanged 803
Writing temp clu file 
Because OldScore, -66565327.236308, is greater than current (better) Score,-66565442.845047 
 Compute initial score before splitting:   Score: Raw -66644883.880418 + Penalty 79441.035372 = -66565442.845047
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 1 (11023 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1930.320000 sec): 2 clusters
  Score: Raw -1007894.254116 + Penalty 1512.507633 = -1006381.746483
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1930.620000 sec): 3 clusters
  Score: Raw -1001595.394274 + Penalty 3025.015265 = -998570.379008
  nChanged 4811
		SP:Iteration 1F (1930.840000 sec): 3 clusters
  Score: Raw -1004336.854560 + Penalty 3025.015265 = -1001311.839294
  nChanged 834
		SP:Iteration 2F (1931.060000 sec): 3 clusters
  Score: Raw -1004991.249058 + Penalty 3025.015265 = -1001966.233793
  nChanged 983
		SP:Iteration 3F (1931.290000 sec): 3 clusters
  Score: Raw -1006079.794812 + Penalty 3025.015265 = -1003054.779547
  nChanged 1091
		SP:Iteration 4F (1931.520000 sec): 3 clusters
  Score: Raw -1007444.177930 + Penalty 3025.015265 = -1004419.162665
  nChanged 945
		SP:Iteration 5F (1931.720000 sec): 3 clusters
  Score: Raw -1008523.901507 + Penalty 3025.015265 = -1005498.886241
  nChanged 676
		SP:Iteration 6F (1931.940000 sec): 3 clusters
  Score: Raw -1009167.851558 + Penalty 3025.015265 = -1006142.836293
  nChanged 492
		SP:Iteration 7Q (1932.160000 sec): 3 clusters
  Score: Raw -1009535.567263 + Penalty 3025.015265 = -1006510.551998
  nChanged 375
		SP:Iteration 8Q (1932.390000 sec): 3 clusters
  Score: Raw -1009762.386309 + Penalty 3025.015265 = -1006737.371043
  nChanged 297
		SP:Iteration 9Q (1932.640000 sec): 3 clusters
  Score: Raw -1009955.017749 + Penalty 3025.015265 = -1006930.002484
  nChanged 269
		SP:Iteration 10Q (1932.860000 sec): 3 clusters
  Score: Raw -1010140.132120 + Penalty 3025.015265 = -1007115.116855
  nChanged 233
		SP:Iteration 11Q (1933.100000 sec): 3 clusters
  Score: Raw -1010294.107265 + Penalty 3025.015265 = -1007269.092000
  nChanged 197
		SP:Iteration 12Q (1933.370000 sec): 3 clusters
  Score: Raw -1010402.986707 + Penalty 3025.015265 = -1007377.971442
  nChanged 152
		SP:Iteration 13Q (1933.570000 sec): 3 clusters
  Score: Raw -1010468.370946 + Penalty 3025.015265 = -1007443.355681
  nChanged 122
		SP:Iteration 14Q (1933.830000 sec): 3 clusters
  Score: Raw -1010506.711578 + Penalty 3025.015265 = -1007481.696312
  nChanged 92
		SP:Iteration 15Q (1934.040000 sec): 3 clusters
  Score: Raw -1010530.171970 + Penalty 3025.015265 = -1007505.156705
  nChanged 70
		SP:Iteration 16Q (1934.260000 sec): 3 clusters
  Score: Raw -1010544.761953 + Penalty 3025.015265 = -1007519.746688
  nChanged 43
		SP:Iteration 17Q (1934.540000 sec): 3 clusters
  Score: Raw -1010554.204507 + Penalty 3025.015265 = -1007529.189242
  nChanged 33
		SP:Iteration 18Q (1934.720000 sec): 3 clusters
  Score: Raw -1010561.883734 + Penalty 3025.015265 = -1007536.868469
  nChanged 31
		SP:Iteration 19Q (1934.980000 sec): 3 clusters
  Score: Raw -1010567.515405 + Penalty 3025.015265 = -1007542.500139
  nChanged 24
		SP:Iteration 20F (1935.190000 sec): 3 clusters
  Score: Raw -1010571.078155 + Penalty 3025.015265 = -1007546.062890
  nChanged 16
		SP:Iteration 21Q (1935.460000 sec): 3 clusters
  Score: Raw -1010574.077805 + Penalty 3025.015265 = -1007549.062539
  nChanged 23
		SP:Iteration 22Q (1935.700000 sec): 3 clusters
  Score: Raw -1010577.824384 + Penalty 3025.015265 = -1007552.809119
  nChanged 22
		SP:Iteration 23Q (1935.880000 sec): 3 clusters
  Score: Raw -1010580.762786 + Penalty 3025.015265 = -1007555.747520
  nChanged 20
		SP:Iteration 24Q (1936.080000 sec): 3 clusters
  Score: Raw -1010584.677672 + Penalty 3025.015265 = -1007559.662407
  nChanged 28
		SP:Iteration 25Q (1936.340000 sec): 3 clusters
  Score: Raw -1010589.133444 + Penalty 3025.015265 = -1007564.118179
  nChanged 22
		SP:Iteration 26Q (1936.550000 sec): 3 clusters
  Score: Raw -1010593.253295 + Penalty 3025.015265 = -1007568.238030
  nChanged 21
		SP:Iteration 27Q (1936.780000 sec): 3 clusters
  Score: Raw -1010596.292211 + Penalty 3025.015265 = -1007571.276946
  nChanged 15
		SP:Iteration 28Q (1936.980000 sec): 3 clusters
  Score: Raw -1010598.677729 + Penalty 3025.015265 = -1007573.662464
  nChanged 11
		SP:Iteration 29Q (1937.200000 sec): 3 clusters
  Score: Raw -1010601.489838 + Penalty 3025.015265 = -1007576.474573
  nChanged 15
		SP:Iteration 30Q (1937.460000 sec): 3 clusters
  Score: Raw -1010603.712429 + Penalty 3025.015265 = -1007578.697164
  nChanged 11
		SP:Iteration 31Q (1937.700000 sec): 3 clusters
  Score: Raw -1010605.690187 + Penalty 3025.015265 = -1007580.674922
  nChanged 10
		SP:Iteration 32Q (1937.920000 sec): 3 clusters
  Score: Raw -1010607.912479 + Penalty 3025.015265 = -1007582.897214
  nChanged 15
		SP:Iteration 33Q (1938.160000 sec): 3 clusters
  Score: Raw -1010610.931713 + Penalty 3025.015265 = -1007585.916448
  nChanged 16
		SP:Iteration 34Q (1938.350000 sec): 3 clusters
  Score: Raw -1010614.322775 + Penalty 3025.015265 = -1007589.307510
  nChanged 19
		SP:Iteration 35Q (1938.580000 sec): 3 clusters
  Score: Raw -1010617.548642 + Penalty 3025.015265 = -1007592.533377
  nChanged 18
		SP:Iteration 36Q (1938.830000 sec): 3 clusters
  Score: Raw -1010620.559765 + Penalty 3025.015265 = -1007595.544500
  nChanged 19
		SP:Iteration 37Q (1939.030000 sec): 3 clusters
  Score: Raw -1010624.172187 + Penalty 3025.015265 = -1007599.156921
  nChanged 23
		SP:Iteration 38Q (1939.260000 sec): 3 clusters
  Score: Raw -1010627.255434 + Penalty 3025.015265 = -1007602.240169
  nChanged 24
		SP:Iteration 39Q (1939.530000 sec): 3 clusters
  Score: Raw -1010630.512983 + Penalty 3025.015265 = -1007605.497718
  nChanged 14
		SP:Iteration 40F (1939.740000 sec): 3 clusters
  Score: Raw -1010632.880909 + Penalty 3025.015265 = -1007607.865644
  nChanged 13
		SP:Iteration 41Q (1939.990000 sec): 3 clusters
  Score: Raw -1010634.428392 + Penalty 3025.015265 = -1007609.413126
  nChanged 9
		SP:Iteration 42Q (1940.200000 sec): 3 clusters
  Score: Raw -1010635.603365 + Penalty 3025.015265 = -1007610.588099
  nChanged 8
		SP:Iteration 43Q (1940.440000 sec): 3 clusters
  Score: Raw -1010637.266484 + Penalty 3025.015265 = -1007612.251219
  nChanged 13
		SP:Iteration 44Q (1940.640000 sec): 3 clusters
  Score: Raw -1010639.593350 + Penalty 3025.015265 = -1007614.578085
  nChanged 12
		SP:Iteration 45Q (1940.900000 sec): 3 clusters
  Score: Raw -1010641.156878 + Penalty 3025.015265 = -1007616.141613
  nChanged 5
		SP:Iteration 46Q (1941.160000 sec): 3 clusters
  Score: Raw -1010641.565741 + Penalty 3025.015265 = -1007616.550476
  nChanged 4
		SP:Iteration 47Q (1941.350000 sec): 3 clusters
  Score: Raw -1010642.030239 + Penalty 3025.015265 = -1007617.014974
  nChanged 1
		SP:Iteration 48Q (1941.540000 sec): 3 clusters
  Score: Raw -1010642.178996 + Penalty 3025.015265 = -1007617.163730
  nChanged 2
		SP:Iteration 49Q (1941.720000 sec): 3 clusters
  Score: Raw -1010642.385155 + Penalty 3025.015265 = -1007617.369890
  nChanged 1
		SP:Iteration 50Q (1941.950000 sec): 3 clusters
  Score: Raw -1010642.466469 + Penalty 3025.015265 = -1007617.451203
  nChanged 2
		SP:Iteration 51Q (1942.160000 sec): 3 clusters
  Score: Raw -1010642.710173 + Penalty 3025.015265 = -1007617.694908
  nChanged 2
		SP:Iteration 52Q (1942.360000 sec): 3 clusters
  Score: Raw -1010642.925253 + Penalty 3025.015265 = -1007617.909987
  nChanged 2
		SP:Iteration 53Q (1942.550000 sec): 3 clusters
  Score: Raw -1010643.065094 + Penalty 3025.015265 = -1007618.049829
  nChanged 2
		SP:Iteration 54Q (1942.820000 sec): 3 clusters
  Score: Raw -1010643.279486 + Penalty 3025.015265 = -1007618.264221
  nChanged 4
		SP:Iteration 55Q (1943.030000 sec): 3 clusters
  Score: Raw -1010643.793388 + Penalty 3025.015265 = -1007618.778123
  nChanged 1
		SP:Iteration 56Q (1943.310000 sec): 3 clusters
  Score: Raw -1010643.936191 + Penalty 3025.015265 = -1007618.920925
  nChanged 3
		SP:Iteration 57Q (1943.560000 sec): 3 clusters
  Score: Raw -1010644.168624 + Penalty 3025.015265 = -1007619.153359
  nChanged 3
		SP:Iteration 58Q (1943.790000 sec): 3 clusters
  Score: Raw -1010644.461480 + Penalty 3025.015265 = -1007619.446214
  nChanged 4
		SP:Iteration 59Q (1943.980000 sec): 3 clusters
  Score: Raw -1010645.082405 + Penalty 3025.015265 = -1007620.067140
  nChanged 4
		SP:Iteration 60F (1944.200000 sec): 3 clusters
  Score: Raw -1010645.806884 + Penalty 3025.015265 = -1007620.791618
  nChanged 4
		SP:Iteration 61Q (1944.470000 sec): 3 clusters
  Score: Raw -1010646.172424 + Penalty 3025.015265 = -1007621.157159
  nChanged 1
		SP:Iteration 62Q (1944.670000 sec): 3 clusters
  Score: Raw -1010646.299352 + Penalty 3025.015265 = -1007621.284087
  nChanged 2
		SP:Iteration 63Q (1944.870000 sec): 3 clusters
  Score: Raw -1010646.664919 + Penalty 3025.015265 = -1007621.649654
  nChanged 4
		SP:Iteration 64Q (1945.110000 sec): 3 clusters
  Score: Raw -1010647.273370 + Penalty 3025.015265 = -1007622.258105
  nChanged 7
		SP:Iteration 65Q (1945.390000 sec): 3 clusters
  Score: Raw -1010647.987262 + Penalty 3025.015265 = -1007622.971997
  nChanged 3
		SP:Iteration 66Q (1945.600000 sec): 3 clusters
  Score: Raw -1010648.275014 + Penalty 3025.015265 = -1007623.259748
  nChanged 1
		SP:Iteration 67Q (1945.810000 sec): 3 clusters
  Score: Raw -1010648.365501 + Penalty 3025.015265 = -1007623.350236
  nChanged 1
		SP:Iteration 68Q (1946.050000 sec): 3 clusters
  Score: Raw -1010648.490735 + Penalty 3025.015265 = -1007623.475469
  nChanged 2
		SP:Iteration 69Q (1946.210000 sec): 3 clusters
  Score: Raw -1010648.686570 + Penalty 3025.015265 = -1007623.671305
  nChanged 0
		SP:Iteration 70F (1946.460000 sec): 3 clusters
  Score: Raw -1010648.686570 + Penalty 3025.015265 = -1007623.671305
  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 5.74 GB.

 Trying to split cluster 2 (27006 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1946.660000 sec): 2 clusters
  Score: Raw -2221124.332882 + Penalty 1658.119831 = -2219466.213051
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1946.960000 sec): 3 clusters
  Score: Raw -2204488.348510 + Penalty 3316.239661 = -2201172.108848
  nChanged 12509
		SP:Iteration 1F (1947.250000 sec): 3 clusters
  Score: Raw -2213274.028471 + Penalty 3316.239661 = -2209957.788809
  nChanged 2666
		SP:Iteration 2F (1947.570000 sec): 3 clusters
  Score: Raw -2216226.482255 + Penalty 3316.239661 = -2212910.242594
  nChanged 2718
		SP:Iteration 3F (1947.880000 sec): 3 clusters
  Score: Raw -2218756.969150 + Penalty 3316.239661 = -2215440.729489
  nChanged 2121
		SP:Iteration 4F (1948.190000 sec): 3 clusters
  Score: Raw -2220138.408391 + Penalty 3316.239661 = -2216822.168730
  nChanged 1405
		SP:Iteration 5F (1948.490000 sec): 3 clusters
  Score: Raw -2220774.727778 + Penalty 3316.239661 = -2217458.488117
  nChanged 930
		SP:Iteration 6Q (1948.830000 sec): 3 clusters
  Score: Raw -2221107.165163 + Penalty 3316.239661 = -2217790.925502
  nChanged 645
		SP:Iteration 7Q (1949.180000 sec): 3 clusters
  Score: Raw -2221314.835775 + Penalty 3316.239661 = -2217998.596114
  nChanged 538
		SP:Iteration 8Q (1949.470000 sec): 3 clusters
  Score: Raw -2221494.787316 + Penalty 3316.239661 = -2218178.547655
  nChanged 511
		SP:Iteration 9Q (1949.790000 sec): 3 clusters
  Score: Raw -2221690.304005 + Penalty 3316.239661 = -2218374.064344
  nChanged 527
		SP:Iteration 10Q (1950.070000 sec): 3 clusters
  Score: Raw -2221916.410329 + Penalty 3316.239661 = -2218600.170668
  nChanged 543
		SP:Iteration 11Q (1950.430000 sec): 3 clusters
  Score: Raw -2222172.806053 + Penalty 3316.239661 = -2218856.566391
  nChanged 533
		SP:Iteration 12Q (1950.810000 sec): 3 clusters
  Score: Raw -2222431.844271 + Penalty 3316.239661 = -2219115.604610
  nChanged 520
		SP:Iteration 13Q (1951.150000 sec): 3 clusters
  Score: Raw -2222663.057083 + Penalty 3316.239661 = -2219346.817422
  nChanged 503
		SP:Iteration 14Q (1951.500000 sec): 3 clusters
  Score: Raw -2222846.633807 + Penalty 3316.239661 = -2219530.394146
  nChanged 468
		SP:Iteration 15Q (1951.860000 sec): 3 clusters
  Score: Raw -2222997.974199 + Penalty 3316.239661 = -2219681.734537
  nChanged 463
		SP:Iteration 16Q (1952.160000 sec): 3 clusters
  Score: Raw -2223137.336201 + Penalty 3316.239661 = -2219821.096540
  nChanged 422
		SP:Iteration 17Q (1952.410000 sec): 3 clusters
  Score: Raw -2223253.634330 + Penalty 3316.239661 = -2219937.394669
  nChanged 362
		SP:Iteration 18Q (1952.770000 sec): 3 clusters
  Score: Raw -2223344.692727 + Penalty 3316.239661 = -2220028.453065
  nChanged 348
		SP:Iteration 19Q (1953.110000 sec): 3 clusters
  Score: Raw -2223438.796584 + Penalty 3316.239661 = -2220122.556923
  nChanged 336
		SP:Iteration 20F (1953.410000 sec): 3 clusters
  Score: Raw -2223527.969737 + Penalty 3316.239661 = -2220211.730076
  nChanged 314
		SP:Iteration 21Q (1953.760000 sec): 3 clusters
  Score: Raw -2223604.987642 + Penalty 3316.239661 = -2220288.747981
  nChanged 308
		SP:Iteration 22Q (1954.030000 sec): 3 clusters
  Score: Raw -2223679.069221 + Penalty 3316.239661 = -2220362.829560
  nChanged 265
		SP:Iteration 23Q (1954.360000 sec): 3 clusters
  Score: Raw -2223747.078572 + Penalty 3316.239661 = -2220430.838911
  nChanged 260
		SP:Iteration 24Q (1954.660000 sec): 3 clusters
  Score: Raw -2223807.185341 + Penalty 3316.239661 = -2220490.945680
  nChanged 254
		SP:Iteration 25Q (1954.980000 sec): 3 clusters
  Score: Raw -2223858.804936 + Penalty 3316.239661 = -2220542.565275
  nChanged 225
		SP:Iteration 26Q (1955.310000 sec): 3 clusters
  Score: Raw -2223903.784499 + Penalty 3316.239661 = -2220587.544837
  nChanged 181
		SP:Iteration 27Q (1955.590000 sec): 3 clusters
  Score: Raw -2223938.373618 + Penalty 3316.239661 = -2220622.133957
  nChanged 169
		SP:Iteration 28Q (1955.910000 sec): 3 clusters
  Score: Raw -2223972.356986 + Penalty 3316.239661 = -2220656.117325
  nChanged 152
		SP:Iteration 29Q (1956.150000 sec): 3 clusters
  Score: Raw -2224004.521033 + Penalty 3316.239661 = -2220688.281372
  nChanged 144
		SP:Iteration 30Q (1956.480000 sec): 3 clusters
  Score: Raw -2224031.868863 + Penalty 3316.239661 = -2220715.629202
  nChanged 130
		SP:Iteration 31Q (1956.710000 sec): 3 clusters
  Score: Raw -2224055.605612 + Penalty 3316.239661 = -2220739.365950
  nChanged 100
		SP:Iteration 32Q (1957.020000 sec): 3 clusters
  Score: Raw -2224071.475705 + Penalty 3316.239661 = -2220755.236044
  nChanged 86
		SP:Iteration 33Q (1957.320000 sec): 3 clusters
  Score: Raw -2224085.228479 + Penalty 3316.239661 = -2220768.988818
  nChanged 80
		SP:Iteration 34Q (1957.610000 sec): 3 clusters
  Score: Raw -2224097.332731 + Penalty 3316.239661 = -2220781.093070
  nChanged 66
		SP:Iteration 35Q (1957.940000 sec): 3 clusters
  Score: Raw -2224106.261000 + Penalty 3316.239661 = -2220790.021339
  nChanged 55
		SP:Iteration 36Q (1958.220000 sec): 3 clusters
  Score: Raw -2224112.367231 + Penalty 3316.239661 = -2220796.127570
  nChanged 40
		SP:Iteration 37Q (1958.510000 sec): 3 clusters
  Score: Raw -2224117.383373 + Penalty 3316.239661 = -2220801.143711
  nChanged 49
		SP:Iteration 38Q (1958.830000 sec): 3 clusters
  Score: Raw -2224123.113376 + Penalty 3316.239661 = -2220806.873714
  nChanged 39
		SP:Iteration 39Q (1959.160000 sec): 3 clusters
  Score: Raw -2224128.008129 + Penalty 3316.239661 = -2220811.768467
  nChanged 35
		SP:Iteration 40F (1959.490000 sec): 3 clusters
  Score: Raw -2224132.415869 + Penalty 3316.239661 = -2220816.176208
  nChanged 33
		SP:Iteration 41Q (1959.830000 sec): 3 clusters
  Score: Raw -2224137.605872 + Penalty 3316.239661 = -2220821.366211
  nChanged 37
		SP:Iteration 42Q (1960.220000 sec): 3 clusters
  Score: Raw -2224142.759432 + Penalty 3316.239661 = -2220826.519771
  nChanged 41
		SP:Iteration 43Q (1960.510000 sec): 3 clusters
  Score: Raw -2224149.136170 + Penalty 3316.239661 = -2220832.896509
  nChanged 37
		SP:Iteration 44Q (1960.920000 sec): 3 clusters
  Score: Raw -2224153.737395 + Penalty 3316.239661 = -2220837.497734
  nChanged 33
		SP:Iteration 45Q (1961.220000 sec): 3 clusters
  Score: Raw -2224157.394843 + Penalty 3316.239661 = -2220841.155182
  nChanged 31
		SP:Iteration 46Q (1961.570000 sec): 3 clusters
  Score: Raw -2224161.047812 + Penalty 3316.239661 = -2220844.808150
  nChanged 15
		SP:Iteration 47Q (1961.900000 sec): 3 clusters
  Score: Raw -2224162.462335 + Penalty 3316.239661 = -2220846.222673
  nChanged 12
		SP:Iteration 48Q (1962.250000 sec): 3 clusters
  Score: Raw -2224163.411521 + Penalty 3316.239661 = -2220847.171860
  nChanged 7
		SP:Iteration 49Q (1962.540000 sec): 3 clusters
  Score: Raw -2224163.875927 + Penalty 3316.239661 = -2220847.636266
  nChanged 8
		SP:Iteration 50Q (1962.840000 sec): 3 clusters
  Score: Raw -2224164.532384 + Penalty 3316.239661 = -2220848.292723
  nChanged 5
		SP:Iteration 51Q (1963.140000 sec): 3 clusters
  Score: Raw -2224164.854324 + Penalty 3316.239661 = -2220848.614662
  nChanged 5
		SP:Iteration 52Q (1963.460000 sec): 3 clusters
  Score: Raw -2224165.116049 + Penalty 3316.239661 = -2220848.876388
  nChanged 4
		SP:Iteration 53Q (1963.780000 sec): 3 clusters
  Score: Raw -2224165.304370 + Penalty 3316.239661 = -2220849.064709
  nChanged 1
		SP:Iteration 54Q (1964.130000 sec): 3 clusters
  Score: Raw -2224165.414403 + Penalty 3316.239661 = -2220849.174742
  nChanged 4
		SP:Iteration 55Q (1964.420000 sec): 3 clusters
  Score: Raw -2224165.796326 + Penalty 3316.239661 = -2220849.556665
  nChanged 9
		SP:Iteration 56Q (1964.770000 sec): 3 clusters
  Score: Raw -2224166.374961 + Penalty 3316.239661 = -2220850.135299
  nChanged 4
		SP:Iteration 57Q (1965.060000 sec): 3 clusters
  Score: Raw -2224166.592267 + Penalty 3316.239661 = -2220850.352605
  nChanged 2
		SP:Iteration 58Q (1965.350000 sec): 3 clusters
  Score: Raw -2224166.756044 + Penalty 3316.239661 = -2220850.516383
  nChanged 5
		SP:Iteration 59Q (1965.690000 sec): 3 clusters
  Score: Raw -2224167.262399 + Penalty 3316.239661 = -2220851.022738
  nChanged 3
		SP:Iteration 60F (1965.950000 sec): 3 clusters
  Score: Raw -2224167.416012 + Penalty 3316.239661 = -2220851.176350
  nChanged 3
		SP:Iteration 61Q (1966.230000 sec): 3 clusters
  Score: Raw -2224167.636845 + Penalty 3316.239661 = -2220851.397184
  nChanged 3
		SP:Iteration 62Q (1966.500000 sec): 3 clusters
  Score: Raw -2224167.921869 + Penalty 3316.239661 = -2220851.682208
  nChanged 5
		SP:Iteration 63Q (1966.800000 sec): 3 clusters
  Score: Raw -2224168.268872 + Penalty 3316.239661 = -2220852.029210
  nChanged 3
		SP:Iteration 64Q (1967.090000 sec): 3 clusters
  Score: Raw -2224168.408178 + Penalty 3316.239661 = -2220852.168516
  nChanged 2
		SP:Iteration 65Q (1967.370000 sec): 3 clusters
  Score: Raw -2224168.523709 + Penalty 3316.239661 = -2220852.284048
  nChanged 2
		SP:Iteration 66Q (1967.690000 sec): 3 clusters
  Score: Raw -2224168.612659 + Penalty 3316.239661 = -2220852.372998
  nChanged 1
		SP:Iteration 67Q (1967.990000 sec): 3 clusters
  Score: Raw -2224168.658167 + Penalty 3316.239661 = -2220852.418506
  nChanged 0
		SP:Iteration 68F (1968.340000 sec): 3 clusters
  Score: Raw -2224168.658167 + Penalty 3316.239661 = -2220852.418506
  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 5.74 GB.

 Trying to split cluster 3 (8766 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1968.460000 sec): 2 clusters
  Score: Raw -709321.824617 + Penalty 1475.278331 = -707846.546287
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1968.700000 sec): 3 clusters
  Score: Raw -704561.892173 + Penalty 2950.556661 = -701611.335511
  nChanged 3728
		SP:Iteration 1F (1968.950000 sec): 3 clusters
  Score: Raw -707342.118077 + Penalty 2950.556661 = -704391.561415
  nChanged 957
		SP:Iteration 2F (1969.200000 sec): 3 clusters
  Score: Raw -708587.206826 + Penalty 2950.556661 = -705636.650164
  nChanged 884
		SP:Iteration 3F (1969.400000 sec): 3 clusters
  Score: Raw -709737.037983 + Penalty 2950.556661 = -706786.481322
  nChanged 739
		SP:Iteration 4F (1969.630000 sec): 3 clusters
  Score: Raw -710556.301740 + Penalty 2950.556661 = -707605.745078
  nChanged 494
		SP:Iteration 5F (1969.840000 sec): 3 clusters
  Score: Raw -710927.817257 + Penalty 2950.556661 = -707977.260595
  nChanged 326
		SP:Iteration 6Q (1970.030000 sec): 3 clusters
  Score: Raw -711085.436970 + Penalty 2950.556661 = -708134.880308
  nChanged 191
		SP:Iteration 7Q (1970.240000 sec): 3 clusters
  Score: Raw -711141.003311 + Penalty 2950.556661 = -708190.446650
  nChanged 123
		SP:Iteration 8Q (1970.460000 sec): 3 clusters
  Score: Raw -711169.853722 + Penalty 2950.556661 = -708219.297061
  nChanged 65
		SP:Iteration 9Q (1970.720000 sec): 3 clusters
  Score: Raw -711182.099349 + Penalty 2950.556661 = -708231.542687
  nChanged 44
		SP:Iteration 10Q (1970.930000 sec): 3 clusters
  Score: Raw -711188.743431 + Penalty 2950.556661 = -708238.186770
  nChanged 21
		SP:Iteration 11Q (1971.140000 sec): 3 clusters
  Score: Raw -711191.969475 + Penalty 2950.556661 = -708241.412814
  nChanged 18
		SP:Iteration 12Q (1971.340000 sec): 3 clusters
  Score: Raw -711194.367581 + Penalty 2950.556661 = -708243.810919
  nChanged 9
		SP:Iteration 13Q (1971.540000 sec): 3 clusters
  Score: Raw -711195.212050 + Penalty 2950.556661 = -708244.655389
  nChanged 6
		SP:Iteration 14Q (1971.770000 sec): 3 clusters
  Score: Raw -711195.858995 + Penalty 2950.556661 = -708245.302334
  nChanged 1
		SP:Iteration 15Q (1971.990000 sec): 3 clusters
  Score: Raw -711195.925328 + Penalty 2950.556661 = -708245.368667
  nChanged 1
		SP:Iteration 16Q (1972.240000 sec): 3 clusters
  Score: Raw -711196.047605 + Penalty 2950.556661 = -708245.490944
  nChanged 0
		SP:Iteration 17F (1972.400000 sec): 3 clusters
  Score: Raw -711196.047605 + Penalty 2950.556661 = -708245.490944
  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 5.74 GB.

 Trying to split cluster 4 (10371 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1972.560000 sec): 2 clusters
  Score: Raw -922751.196341 + Penalty 1502.599918 = -921248.596423
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1972.780000 sec): 3 clusters
  Score: Raw -916961.198548 + Penalty 3005.199837 = -913955.998711
  nChanged 4463
		SP:Iteration 1F (1973.000000 sec): 3 clusters
  Score: Raw -919940.861188 + Penalty 3005.199837 = -916935.661351
  nChanged 1018
		SP:Iteration 2F (1973.270000 sec): 3 clusters
  Score: Raw -920866.511962 + Penalty 3005.199837 = -917861.312125
  nChanged 920
		SP:Iteration 3F (1973.440000 sec): 3 clusters
  Score: Raw -921669.907229 + Penalty 3005.199837 = -918664.707392
  nChanged 708
		SP:Iteration 4F (1973.660000 sec): 3 clusters
  Score: Raw -922200.188894 + Penalty 3005.199837 = -919194.989057
  nChanged 556
		SP:Iteration 5F (1973.900000 sec): 3 clusters
  Score: Raw -922559.064525 + Penalty 3005.199837 = -919553.864688
  nChanged 419
		SP:Iteration 6Q (1974.160000 sec): 3 clusters
  Score: Raw -922791.211120 + Penalty 3005.199837 = -919786.011284
  nChanged 319
		SP:Iteration 7Q (1974.400000 sec): 3 clusters
  Score: Raw -922948.132546 + Penalty 3005.199837 = -919942.932709
  nChanged 251
		SP:Iteration 8Q (1974.580000 sec): 3 clusters
  Score: Raw -923059.130333 + Penalty 3005.199837 = -920053.930496
  nChanged 210
		SP:Iteration 9Q (1974.840000 sec): 3 clusters
  Score: Raw -923145.423557 + Penalty 3005.199837 = -920140.223720
  nChanged 212
		SP:Iteration 10Q (1975.060000 sec): 3 clusters
  Score: Raw -923220.450344 + Penalty 3005.199837 = -920215.250508
  nChanged 188
		SP:Iteration 11Q (1975.280000 sec): 3 clusters
  Score: Raw -923283.058012 + Penalty 3005.199837 = -920277.858175
  nChanged 174
		SP:Iteration 12Q (1975.510000 sec): 3 clusters
  Score: Raw -923336.122805 + Penalty 3005.199837 = -920330.922968
  nChanged 148
		SP:Iteration 13Q (1975.770000 sec): 3 clusters
  Score: Raw -923378.609038 + Penalty 3005.199837 = -920373.409201
  nChanged 143
		SP:Iteration 14Q (1976.000000 sec): 3 clusters
  Score: Raw -923418.483502 + Penalty 3005.199837 = -920413.283666
  nChanged 138
		SP:Iteration 15Q (1976.230000 sec): 3 clusters
  Score: Raw -923459.664825 + Penalty 3005.199837 = -920454.464988
  nChanged 120
		SP:Iteration 16Q (1976.420000 sec): 3 clusters
  Score: Raw -923491.455839 + Penalty 3005.199837 = -920486.256003
  nChanged 109
		SP:Iteration 17Q (1976.680000 sec): 3 clusters
  Score: Raw -923520.974297 + Penalty 3005.199837 = -920515.774460
  nChanged 108
		SP:Iteration 18Q (1976.860000 sec): 3 clusters
  Score: Raw -923546.451899 + Penalty 3005.199837 = -920541.252062
  nChanged 86
		SP:Iteration 19Q (1977.090000 sec): 3 clusters
  Score: Raw -923565.123805 + Penalty 3005.199837 = -920559.923968
  nChanged 77
		SP:Iteration 20F (1977.340000 sec): 3 clusters
  Score: Raw -923580.277437 + Penalty 3005.199837 = -920575.077601
  nChanged 70
		SP:Iteration 21Q (1977.590000 sec): 3 clusters
  Score: Raw -923594.355398 + Penalty 3005.199837 = -920589.155561
  nChanged 69
		SP:Iteration 22Q (1977.780000 sec): 3 clusters
  Score: Raw -923608.412259 + Penalty 3005.199837 = -920603.212423
  nChanged 67
		SP:Iteration 23Q (1977.990000 sec): 3 clusters
  Score: Raw -923621.838295 + Penalty 3005.199837 = -920616.638458
  nChanged 61
		SP:Iteration 24Q (1978.250000 sec): 3 clusters
  Score: Raw -923633.227556 + Penalty 3005.199837 = -920628.027719
  nChanged 49
		SP:Iteration 25Q (1978.470000 sec): 3 clusters
  Score: Raw -923643.966853 + Penalty 3005.199837 = -920638.767016
  nChanged 57
		SP:Iteration 26Q (1978.690000 sec): 3 clusters
  Score: Raw -923655.932412 + Penalty 3005.199837 = -920650.732575
  nChanged 58
		SP:Iteration 27Q (1978.920000 sec): 3 clusters
  Score: Raw -923668.197653 + Penalty 3005.199837 = -920662.997816
  nChanged 41
		SP:Iteration 28Q (1979.140000 sec): 3 clusters
  Score: Raw -923676.026413 + Penalty 3005.199837 = -920670.826576
  nChanged 39
		SP:Iteration 29Q (1979.420000 sec): 3 clusters
  Score: Raw -923683.911274 + Penalty 3005.199837 = -920678.711437
  nChanged 43
		SP:Iteration 30Q (1979.630000 sec): 3 clusters
  Score: Raw -923693.231534 + Penalty 3005.199837 = -920688.031697
  nChanged 42
		SP:Iteration 31Q (1979.910000 sec): 3 clusters
  Score: Raw -923701.621362 + Penalty 3005.199837 = -920696.421525
  nChanged 38
		SP:Iteration 32Q (1980.140000 sec): 3 clusters
  Score: Raw -923709.121301 + Penalty 3005.199837 = -920703.921465
  nChanged 28
		SP:Iteration 33Q (1980.330000 sec): 3 clusters
  Score: Raw -923714.400312 + Penalty 3005.199837 = -920709.200475
  nChanged 32
		SP:Iteration 34Q (1980.580000 sec): 3 clusters
  Score: Raw -923720.257863 + Penalty 3005.199837 = -920715.058027
  nChanged 39
		SP:Iteration 35Q (1980.750000 sec): 3 clusters
  Score: Raw -923727.906272 + Penalty 3005.199837 = -920722.706436
  nChanged 34
		SP:Iteration 36Q (1980.990000 sec): 3 clusters
  Score: Raw -923734.431723 + Penalty 3005.199837 = -920729.231886
  nChanged 26
		SP:Iteration 37Q (1981.210000 sec): 3 clusters
  Score: Raw -923738.537130 + Penalty 3005.199837 = -920733.337293
  nChanged 23
		SP:Iteration 38Q (1981.470000 sec): 3 clusters
  Score: Raw -923741.752216 + Penalty 3005.199837 = -920736.552379
  nChanged 13
		SP:Iteration 39Q (1981.630000 sec): 3 clusters
  Score: Raw -923743.553035 + Penalty 3005.199837 = -920738.353198
  nChanged 9
		SP:Iteration 40F (1981.870000 sec): 3 clusters
  Score: Raw -923744.946195 + Penalty 3005.199837 = -920739.746358
  nChanged 10
		SP:Iteration 41Q (1982.070000 sec): 3 clusters
  Score: Raw -923746.738915 + Penalty 3005.199837 = -920741.539078
  nChanged 9
		SP:Iteration 42Q (1982.290000 sec): 3 clusters
  Score: Raw -923748.050233 + Penalty 3005.199837 = -920742.850396
  nChanged 7
		SP:Iteration 43Q (1982.490000 sec): 3 clusters
  Score: Raw -923749.144548 + Penalty 3005.199837 = -920743.944711
  nChanged 12
		SP:Iteration 44Q (1982.680000 sec): 3 clusters
  Score: Raw -923751.302976 + Penalty 3005.199837 = -920746.103139
  nChanged 12
		SP:Iteration 45Q (1982.870000 sec): 3 clusters
  Score: Raw -923753.057637 + Penalty 3005.199837 = -920747.857800
  nChanged 11
		SP:Iteration 46Q (1983.070000 sec): 3 clusters
  Score: Raw -923754.759508 + Penalty 3005.199837 = -920749.559672
  nChanged 7
		SP:Iteration 47Q (1983.300000 sec): 3 clusters
  Score: Raw -923755.653288 + Penalty 3005.199837 = -920750.453451
  nChanged 5
		SP:Iteration 48Q (1983.520000 sec): 3 clusters
  Score: Raw -923756.328448 + Penalty 3005.199837 = -920751.128611
  nChanged 7
		SP:Iteration 49Q (1983.710000 sec): 3 clusters
  Score: Raw -923757.458613 + Penalty 3005.199837 = -920752.258777
  nChanged 6
		SP:Iteration 50Q (1983.880000 sec): 3 clusters
  Score: Raw -923758.254648 + Penalty 3005.199837 = -920753.054811
  nChanged 5
		SP:Iteration 51Q (1984.110000 sec): 3 clusters
  Score: Raw -923759.176208 + Penalty 3005.199837 = -920753.976371
  nChanged 7
		SP:Iteration 52Q (1984.300000 sec): 3 clusters
  Score: Raw -923759.985581 + Penalty 3005.199837 = -920754.785744
  nChanged 2
		SP:Iteration 53Q (1984.550000 sec): 3 clusters
  Score: Raw -923760.264358 + Penalty 3005.199837 = -920755.064521
  nChanged 2
		SP:Iteration 54Q (1984.740000 sec): 3 clusters
  Score: Raw -923760.445800 + Penalty 3005.199837 = -920755.245963
  nChanged 0
		SP:Iteration 55F (1984.950000 sec): 3 clusters
  Score: Raw -923760.445800 + Penalty 3005.199837 = -920755.245963
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 5 (68758 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1985.320000 sec): 2 clusters
  Score: Raw -6150567.051443 + Penalty 1809.981611 = -6148757.069832
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1985.760000 sec): 3 clusters
  Score: Raw -6106144.554496 + Penalty 3619.963221 = -6102524.591275
  nChanged 32739
		SP:Iteration 1F (1986.200000 sec): 3 clusters
  Score: Raw -6126303.044406 + Penalty 3619.963221 = -6122683.081185
  nChanged 3736
		SP:Iteration 2F (1986.650000 sec): 3 clusters
  Score: Raw -6128448.851141 + Penalty 3619.963221 = -6124828.887920
  nChanged 4357
		SP:Iteration 3F (1987.090000 sec): 3 clusters
  Score: Raw -6131263.831241 + Penalty 3619.963221 = -6127643.868020
  nChanged 4884
		SP:Iteration 4F (1987.540000 sec): 3 clusters
  Score: Raw -6135050.703160 + Penalty 3619.963221 = -6131430.739939
  nChanged 5651
		SP:Iteration 5F (1988.010000 sec): 3 clusters
  Score: Raw -6140766.244513 + Penalty 3619.963221 = -6137146.281292
  nChanged 5866
		SP:Iteration 6F (1988.450000 sec): 3 clusters
  Score: Raw -6147953.102769 + Penalty 3619.963221 = -6144333.139548
  nChanged 4983
		SP:Iteration 7F (1988.910000 sec): 3 clusters
  Score: Raw -6154572.998953 + Penalty 3619.963221 = -6150953.035732
  nChanged 3294
		SP:Iteration 8Q (1989.410000 sec): 3 clusters
  Score: Raw -6158635.808486 + Penalty 3619.963221 = -6155015.845265
  nChanged 1748
		SP:Iteration 9Q (1989.900000 sec): 3 clusters
  Score: Raw -6159915.077136 + Penalty 3619.963221 = -6156295.113915
  nChanged 855
		SP:Iteration 10Q (1990.410000 sec): 3 clusters
  Score: Raw -6160238.546187 + Penalty 3619.963221 = -6156618.582966
  nChanged 478
		SP:Iteration 11Q (1990.910000 sec): 3 clusters
  Score: Raw -6160358.600189 + Penalty 3619.963221 = -6156738.636968
  nChanged 332
		SP:Iteration 12Q (1991.400000 sec): 3 clusters
  Score: Raw -6160424.494838 + Penalty 3619.963221 = -6156804.531617
  nChanged 266
		SP:Iteration 13Q (1991.890000 sec): 3 clusters
  Score: Raw -6160465.752374 + Penalty 3619.963221 = -6156845.789153
  nChanged 194
		SP:Iteration 14Q (1992.370000 sec): 3 clusters
  Score: Raw -6160487.336805 + Penalty 3619.963221 = -6156867.373584
  nChanged 130
		SP:Iteration 15Q (1992.790000 sec): 3 clusters
  Score: Raw -6160498.024774 + Penalty 3619.963221 = -6156878.061553
  nChanged 122
		SP:Iteration 16Q (1993.210000 sec): 3 clusters
  Score: Raw -6160507.406826 + Penalty 3619.963221 = -6156887.443605
  nChanged 99
		SP:Iteration 17Q (1993.690000 sec): 3 clusters
  Score: Raw -6160514.435861 + Penalty 3619.963221 = -6156894.472640
  nChanged 89
		SP:Iteration 18Q (1994.180000 sec): 3 clusters
  Score: Raw -6160519.974765 + Penalty 3619.963221 = -6156900.011544
  nChanged 69
		SP:Iteration 19Q (1994.670000 sec): 3 clusters
  Score: Raw -6160524.324508 + Penalty 3619.963221 = -6156904.361287
  nChanged 67
		SP:Iteration 20F (1995.130000 sec): 3 clusters
  Score: Raw -6160528.185883 + Penalty 3619.963221 = -6156908.222662
  nChanged 63
		SP:Iteration 21Q (1995.630000 sec): 3 clusters
  Score: Raw -6160531.196087 + Penalty 3619.963221 = -6156911.232866
  nChanged 37
		SP:Iteration 22Q (1996.030000 sec): 3 clusters
  Score: Raw -6160532.689983 + Penalty 3619.963221 = -6156912.726762
  nChanged 34
		SP:Iteration 23Q (1996.500000 sec): 3 clusters
  Score: Raw -6160534.139879 + Penalty 3619.963221 = -6156914.176658
  nChanged 32
		SP:Iteration 24Q (1996.960000 sec): 3 clusters
  Score: Raw -6160535.285562 + Penalty 3619.963221 = -6156915.322341
  nChanged 20
		SP:Iteration 25Q (1997.460000 sec): 3 clusters
  Score: Raw -6160535.853012 + Penalty 3619.963221 = -6156915.889791
  nChanged 19
		SP:Iteration 26Q (1997.930000 sec): 3 clusters
  Score: Raw -6160536.262949 + Penalty 3619.963221 = -6156916.299728
  nChanged 15
		SP:Iteration 27Q (1998.390000 sec): 3 clusters
  Score: Raw -6160536.554082 + Penalty 3619.963221 = -6156916.590861
  nChanged 8
		SP:Iteration 28Q (1998.880000 sec): 3 clusters
  Score: Raw -6160536.761863 + Penalty 3619.963221 = -6156916.798642
  nChanged 5
		SP:Iteration 29Q (1999.410000 sec): 3 clusters
  Score: Raw -6160536.915381 + Penalty 3619.963221 = -6156916.952160
  nChanged 7
		SP:Iteration 30Q (1999.930000 sec): 3 clusters
  Score: Raw -6160537.063508 + Penalty 3619.963221 = -6156917.100287
  nChanged 3
		SP:Iteration 31Q (2000.410000 sec): 3 clusters
  Score: Raw -6160537.126690 + Penalty 3619.963221 = -6156917.163469
  nChanged 1
		SP:Iteration 32Q (2000.890000 sec): 3 clusters
  Score: Raw -6160537.139771 + Penalty 3619.963221 = -6156917.176550
  nChanged 0
		SP:Iteration 33F (2001.440000 sec): 3 clusters
  Score: Raw -6160537.139771 + Penalty 3619.963221 = -6156917.176550
  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 5.74 GB.

 Trying to split cluster 6 (18061 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2001.600000 sec): 2 clusters
  Score: Raw -1487812.420109 + Penalty 1592.745407 = -1486219.674702
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2001.860000 sec): 3 clusters
  Score: Raw -1477162.124640 + Penalty 3185.490814 = -1473976.633826
  nChanged 8046
		SP:Iteration 1F (2002.140000 sec): 3 clusters
  Score: Raw -1482250.788540 + Penalty 3185.490814 = -1479065.297726
  nChanged 1389
		SP:Iteration 2F (2002.400000 sec): 3 clusters
  Score: Raw -1483327.925180 + Penalty 3185.490814 = -1480142.434366
  nChanged 1419
		SP:Iteration 3F (2002.720000 sec): 3 clusters
  Score: Raw -1484516.126699 + Penalty 3185.490814 = -1481330.635885
  nChanged 1397
		SP:Iteration 4F (2003.010000 sec): 3 clusters
  Score: Raw -1485620.391796 + Penalty 3185.490814 = -1482434.900982
  nChanged 1307
		SP:Iteration 5F (2003.340000 sec): 3 clusters
  Score: Raw -1486635.775396 + Penalty 3185.490814 = -1483450.284583
  nChanged 1118
		SP:Iteration 6F (2003.650000 sec): 3 clusters
  Score: Raw -1487410.380713 + Penalty 3185.490814 = -1484224.889899
  nChanged 892
		SP:Iteration 7Q (2003.910000 sec): 3 clusters
  Score: Raw -1487917.657096 + Penalty 3185.490814 = -1484732.166282
  nChanged 648
		SP:Iteration 8Q (2004.240000 sec): 3 clusters
  Score: Raw -1488274.237300 + Penalty 3185.490814 = -1485088.746486
  nChanged 560
		SP:Iteration 9Q (2004.540000 sec): 3 clusters
  Score: Raw -1488608.543856 + Penalty 3185.490814 = -1485423.053042
  nChanged 486
		SP:Iteration 10Q (2004.800000 sec): 3 clusters
  Score: Raw -1488877.222629 + Penalty 3185.490814 = -1485691.731815
  nChanged 456
		SP:Iteration 11Q (2005.040000 sec): 3 clusters
  Score: Raw -1489020.921691 + Penalty 3185.490814 = -1485835.430877
  nChanged 290
		SP:Iteration 12Q (2005.300000 sec): 3 clusters
  Score: Raw -1489080.622285 + Penalty 3185.490814 = -1485895.131471
  nChanged 181
		SP:Iteration 13Q (2005.620000 sec): 3 clusters
  Score: Raw -1489121.635822 + Penalty 3185.490814 = -1485936.145008
  nChanged 164
		SP:Iteration 14Q (2005.870000 sec): 3 clusters
  Score: Raw -1489155.275339 + Penalty 3185.490814 = -1485969.784525
  nChanged 151
		SP:Iteration 15Q (2006.120000 sec): 3 clusters
  Score: Raw -1489182.405261 + Penalty 3185.490814 = -1485996.914447
  nChanged 152
		SP:Iteration 16Q (2006.380000 sec): 3 clusters
  Score: Raw -1489213.763279 + Penalty 3185.490814 = -1486028.272465
  nChanged 142
		SP:Iteration 17Q (2006.700000 sec): 3 clusters
  Score: Raw -1489241.808661 + Penalty 3185.490814 = -1486056.317847
  nChanged 137
		SP:Iteration 18Q (2007.000000 sec): 3 clusters
  Score: Raw -1489271.407985 + Penalty 3185.490814 = -1486085.917172
  nChanged 136
		SP:Iteration 19Q (2007.280000 sec): 3 clusters
  Score: Raw -1489302.223689 + Penalty 3185.490814 = -1486116.732875
  nChanged 146
		SP:Iteration 20F (2007.540000 sec): 3 clusters
  Score: Raw -1489333.198576 + Penalty 3185.490814 = -1486147.707762
  nChanged 139
		SP:Iteration 21Q (2007.760000 sec): 3 clusters
  Score: Raw -1489360.374875 + Penalty 3185.490814 = -1486174.884061
  nChanged 125
		SP:Iteration 22Q (2008.080000 sec): 3 clusters
  Score: Raw -1489384.859751 + Penalty 3185.490814 = -1486199.368937
  nChanged 110
		SP:Iteration 23Q (2008.370000 sec): 3 clusters
  Score: Raw -1489406.590623 + Penalty 3185.490814 = -1486221.099810
  nChanged 119
		SP:Iteration 24Q (2008.620000 sec): 3 clusters
  Score: Raw -1489430.736618 + Penalty 3185.490814 = -1486245.245804
  nChanged 113
		SP:Iteration 25Q (2008.890000 sec): 3 clusters
  Score: Raw -1489455.788426 + Penalty 3185.490814 = -1486270.297612
  nChanged 101
		SP:Iteration 26Q (2009.160000 sec): 3 clusters
  Score: Raw -1489475.595627 + Penalty 3185.490814 = -1486290.104813
  nChanged 99
		SP:Iteration 27Q (2009.450000 sec): 3 clusters
  Score: Raw -1489495.064326 + Penalty 3185.490814 = -1486309.573512
  nChanged 105
		SP:Iteration 28Q (2009.740000 sec): 3 clusters
  Score: Raw -1489516.521758 + Penalty 3185.490814 = -1486331.030944
  nChanged 105
		SP:Iteration 29Q (2010.000000 sec): 3 clusters
  Score: Raw -1489538.351753 + Penalty 3185.490814 = -1486352.860940
  nChanged 102
		SP:Iteration 30Q (2010.310000 sec): 3 clusters
  Score: Raw -1489561.976628 + Penalty 3185.490814 = -1486376.485815
  nChanged 111
		SP:Iteration 31Q (2010.570000 sec): 3 clusters
  Score: Raw -1489590.483728 + Penalty 3185.490814 = -1486404.992914
  nChanged 103
		SP:Iteration 32Q (2010.870000 sec): 3 clusters
  Score: Raw -1489610.582416 + Penalty 3185.490814 = -1486425.091603
  nChanged 91
		SP:Iteration 33Q (2011.120000 sec): 3 clusters
  Score: Raw -1489628.230998 + Penalty 3185.490814 = -1486442.740184
  nChanged 83
		SP:Iteration 34Q (2011.390000 sec): 3 clusters
  Score: Raw -1489644.802596 + Penalty 3185.490814 = -1486459.311782
  nChanged 82
		SP:Iteration 35Q (2011.650000 sec): 3 clusters
  Score: Raw -1489663.470244 + Penalty 3185.490814 = -1486477.979430
  nChanged 76
		SP:Iteration 36Q (2011.910000 sec): 3 clusters
  Score: Raw -1489680.965496 + Penalty 3185.490814 = -1486495.474683
  nChanged 72
		SP:Iteration 37Q (2012.170000 sec): 3 clusters
  Score: Raw -1489696.065636 + Penalty 3185.490814 = -1486510.574822
  nChanged 70
		SP:Iteration 38Q (2012.450000 sec): 3 clusters
  Score: Raw -1489712.251981 + Penalty 3185.490814 = -1486526.761167
  nChanged 63
		SP:Iteration 39Q (2012.700000 sec): 3 clusters
  Score: Raw -1489726.635272 + Penalty 3185.490814 = -1486541.144459
  nChanged 67
		SP:Iteration 40F (2012.960000 sec): 3 clusters
  Score: Raw -1489739.606181 + Penalty 3185.490814 = -1486554.115367
  nChanged 62
		SP:Iteration 41Q (2013.220000 sec): 3 clusters
  Score: Raw -1489749.542290 + Penalty 3185.490814 = -1486564.051476
  nChanged 41
		SP:Iteration 42Q (2013.520000 sec): 3 clusters
  Score: Raw -1489756.382104 + Penalty 3185.490814 = -1486570.891290
  nChanged 35
		SP:Iteration 43Q (2013.830000 sec): 3 clusters
  Score: Raw -1489760.833437 + Penalty 3185.490814 = -1486575.342623
  nChanged 34
		SP:Iteration 44Q (2014.070000 sec): 3 clusters
  Score: Raw -1489764.378306 + Penalty 3185.490814 = -1486578.887492
  nChanged 29
		SP:Iteration 45Q (2014.400000 sec): 3 clusters
  Score: Raw -1489768.886272 + Penalty 3185.490814 = -1486583.395459
  nChanged 36
		SP:Iteration 46Q (2014.680000 sec): 3 clusters
  Score: Raw -1489775.753954 + Penalty 3185.490814 = -1486590.263140
  nChanged 35
		SP:Iteration 47Q (2015.000000 sec): 3 clusters
  Score: Raw -1489781.874938 + Penalty 3185.490814 = -1486596.384124
  nChanged 39
		SP:Iteration 48Q (2015.350000 sec): 3 clusters
  Score: Raw -1489788.153622 + Penalty 3185.490814 = -1486602.662808
  nChanged 32
		SP:Iteration 49Q (2015.640000 sec): 3 clusters
  Score: Raw -1489793.307614 + Penalty 3185.490814 = -1486607.816800
  nChanged 24
		SP:Iteration 50Q (2015.920000 sec): 3 clusters
  Score: Raw -1489799.521149 + Penalty 3185.490814 = -1486614.030336
  nChanged 39
		SP:Iteration 51Q (2016.170000 sec): 3 clusters
  Score: Raw -1489807.453408 + Penalty 3185.490814 = -1486621.962594
  nChanged 33
		SP:Iteration 52Q (2016.500000 sec): 3 clusters
  Score: Raw -1489812.837132 + Penalty 3185.490814 = -1486627.346318
  nChanged 35
		SP:Iteration 53Q (2016.750000 sec): 3 clusters
  Score: Raw -1489820.946087 + Penalty 3185.490814 = -1486635.455273
  nChanged 34
		SP:Iteration 54Q (2017.050000 sec): 3 clusters
  Score: Raw -1489829.462934 + Penalty 3185.490814 = -1486643.972120
  nChanged 41
		SP:Iteration 55Q (2017.300000 sec): 3 clusters
  Score: Raw -1489838.686812 + Penalty 3185.490814 = -1486653.195998
  nChanged 45
		SP:Iteration 56Q (2017.560000 sec): 3 clusters
  Score: Raw -1489848.496051 + Penalty 3185.490814 = -1486663.005238
  nChanged 35
		SP:Iteration 57Q (2017.890000 sec): 3 clusters
  Score: Raw -1489855.392273 + Penalty 3185.490814 = -1486669.901459
  nChanged 30
		SP:Iteration 58Q (2018.190000 sec): 3 clusters
  Score: Raw -1489863.736429 + Penalty 3185.490814 = -1486678.245615
  nChanged 40
		SP:Iteration 59Q (2018.420000 sec): 3 clusters
  Score: Raw -1489876.622646 + Penalty 3185.490814 = -1486691.131832
  nChanged 44
		SP:Iteration 60F (2018.740000 sec): 3 clusters
  Score: Raw -1489888.601058 + Penalty 3185.490814 = -1486703.110244
  nChanged 42
		SP:Iteration 61Q (2018.950000 sec): 3 clusters
  Score: Raw -1489905.147468 + Penalty 3185.490814 = -1486719.656654
  nChanged 46
		SP:Iteration 62Q (2019.240000 sec): 3 clusters
  Score: Raw -1489931.475331 + Penalty 3185.490814 = -1486745.984518
  nChanged 71
		SP:Iteration 63Q (2019.510000 sec): 3 clusters
  Score: Raw -1489984.735507 + Penalty 3185.490814 = -1486799.244694
  nChanged 70
		SP:Iteration 64Q (2019.820000 sec): 3 clusters
  Score: Raw -1490023.285369 + Penalty 3185.490814 = -1486837.794555
  nChanged 53
		SP:Iteration 65Q (2020.080000 sec): 3 clusters
  Score: Raw -1490039.136601 + Penalty 3185.490814 = -1486853.645787
  nChanged 40
		SP:Iteration 66Q (2020.360000 sec): 3 clusters
  Score: Raw -1490047.828645 + Penalty 3185.490814 = -1486862.337831
  nChanged 23
		SP:Iteration 67Q (2020.620000 sec): 3 clusters
  Score: Raw -1490053.055323 + Penalty 3185.490814 = -1486867.564509
  nChanged 27
		SP:Iteration 68Q (2020.870000 sec): 3 clusters
  Score: Raw -1490057.976383 + Penalty 3185.490814 = -1486872.485570
  nChanged 21
		SP:Iteration 69Q (2021.150000 sec): 3 clusters
  Score: Raw -1490062.321418 + Penalty 3185.490814 = -1486876.830604
  nChanged 19
		SP:Iteration 70Q (2021.440000 sec): 3 clusters
  Score: Raw -1490066.354019 + Penalty 3185.490814 = -1486880.863205
  nChanged 16
		SP:Iteration 71Q (2021.700000 sec): 3 clusters
  Score: Raw -1490069.130707 + Penalty 3185.490814 = -1486883.639893
  nChanged 15
		SP:Iteration 72Q (2021.930000 sec): 3 clusters
  Score: Raw -1490072.003690 + Penalty 3185.490814 = -1486886.512876
  nChanged 7
		SP:Iteration 73Q (2022.190000 sec): 3 clusters
  Score: Raw -1490073.035286 + Penalty 3185.490814 = -1486887.544472
  nChanged 6
		SP:Iteration 74Q (2022.430000 sec): 3 clusters
  Score: Raw -1490073.597465 + Penalty 3185.490814 = -1486888.106651
  nChanged 4
		SP:Iteration 75Q (2022.680000 sec): 3 clusters
  Score: Raw -1490073.956962 + Penalty 3185.490814 = -1486888.466148
  nChanged 2
		SP:Iteration 76Q (2022.940000 sec): 3 clusters
  Score: Raw -1490074.192660 + Penalty 3185.490814 = -1486888.701846
  nChanged 1
		SP:Iteration 77Q (2023.190000 sec): 3 clusters
  Score: Raw -1490074.265847 + Penalty 3185.490814 = -1486888.775034
  nChanged 0
		SP:Iteration 78F (2023.490000 sec): 3 clusters
  Score: Raw -1490074.265847 + Penalty 3185.490814 = -1486888.775034
  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 5.74 GB.

 Trying to split cluster 7 (4847 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2023.590000 sec): 2 clusters
  Score: Raw -351230.779583 + Penalty 1378.993726 = -349851.785857
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2023.810000 sec): 3 clusters
  Score: Raw -348739.259730 + Penalty 2757.987452 = -345981.272279
  nChanged 1985
		SP:Iteration 1F (2024.060000 sec): 3 clusters
  Score: Raw -350556.340061 + Penalty 2757.987452 = -347798.352610
  nChanged 656
		SP:Iteration 2F (2024.250000 sec): 3 clusters
  Score: Raw -351843.061847 + Penalty 2757.987452 = -349085.074396
  nChanged 549
		SP:Iteration 3F (2024.490000 sec): 3 clusters
  Score: Raw -352896.672102 + Penalty 2757.987452 = -350138.684651
  nChanged 382
		SP:Iteration 4F (2024.670000 sec): 3 clusters
  Score: Raw -353500.939114 + Penalty 2757.987452 = -350742.951662
  nChanged 286
		SP:Iteration 5F (2024.870000 sec): 3 clusters
  Score: Raw -354049.348413 + Penalty 2757.987452 = -351291.360961
  nChanged 205
		SP:Iteration 6Q (2025.100000 sec): 3 clusters
  Score: Raw -354508.103964 + Penalty 2757.987452 = -351750.116512
  nChanged 142
		SP:Iteration 7Q (2025.320000 sec): 3 clusters
  Score: Raw -354691.391565 + Penalty 2757.987452 = -351933.404113
  nChanged 94
		SP:Iteration 8Q (2025.520000 sec): 3 clusters
  Score: Raw -354771.345815 + Penalty 2757.987452 = -352013.358364
  nChanged 53
		SP:Iteration 9Q (2025.700000 sec): 3 clusters
  Score: Raw -354803.619582 + Penalty 2757.987452 = -352045.632130
  nChanged 29
		SP:Iteration 10Q (2025.940000 sec): 3 clusters
  Score: Raw -354817.872694 + Penalty 2757.987452 = -352059.885242
  nChanged 13
		SP:Iteration 11Q (2026.140000 sec): 3 clusters
  Score: Raw -354823.687485 + Penalty 2757.987452 = -352065.700033
  nChanged 11
		SP:Iteration 12Q (2026.300000 sec): 3 clusters
  Score: Raw -354826.954819 + Penalty 2757.987452 = -352068.967367
  nChanged 6
		SP:Iteration 13Q (2026.480000 sec): 3 clusters
  Score: Raw -354828.219513 + Penalty 2757.987452 = -352070.232062
  nChanged 3
		SP:Iteration 14Q (2026.700000 sec): 3 clusters
  Score: Raw -354828.825682 + Penalty 2757.987452 = -352070.838230
  nChanged 1
		SP:Iteration 15Q (2026.920000 sec): 3 clusters
  Score: Raw -354828.985811 + Penalty 2757.987452 = -352070.998360
  nChanged 1
		SP:Iteration 16Q (2027.100000 sec): 3 clusters
  Score: Raw -354829.038368 + Penalty 2757.987452 = -352071.050917
  nChanged 0
		SP:Iteration 17F (2027.320000 sec): 3 clusters
  Score: Raw -354830.377910 + Penalty 2757.987452 = -352072.390459
  nChanged 1
		SP:Iteration 18Q (2027.480000 sec): 3 clusters
  Score: Raw -354832.049228 + Penalty 2757.987452 = -352074.061776
  nChanged 2
		SP:Iteration 19Q (2027.710000 sec): 3 clusters
  Score: Raw -354832.666014 + Penalty 2757.987452 = -352074.678562
  nChanged 3
		SP:Iteration 20F (2027.890000 sec): 3 clusters
  Score: Raw -354833.746898 + Penalty 2757.987452 = -352075.759446
  nChanged 5
		SP:Iteration 21Q (2028.060000 sec): 3 clusters
  Score: Raw -354836.914899 + Penalty 2757.987452 = -352078.927447
  nChanged 7
		SP:Iteration 22Q (2028.260000 sec): 3 clusters
  Score: Raw -354841.067554 + Penalty 2757.987452 = -352083.080102
  nChanged 5
		SP:Iteration 23Q (2028.450000 sec): 3 clusters
  Score: Raw -354844.556791 + Penalty 2757.987452 = -352086.569340
  nChanged 3
		SP:Iteration 24Q (2028.640000 sec): 3 clusters
  Score: Raw -354845.227016 + Penalty 2757.987452 = -352087.239565
  nChanged 1
		SP:Iteration 25Q (2028.880000 sec): 3 clusters
  Score: Raw -354845.319907 + Penalty 2757.987452 = -352087.332455
  nChanged 0
		SP:Iteration 26F (2029.170000 sec): 3 clusters
  Score: Raw -354845.319907 + Penalty 2757.987452 = -352087.332455
  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 5.74 GB.

 Trying to split cluster 8 (9303 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2029.300000 sec): 2 clusters
  Score: Raw -731260.753255 + Penalty 1484.939984 = -729775.813271
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2029.550000 sec): 3 clusters
  Score: Raw -726085.595634 + Penalty 2969.879968 = -723115.715666
  nChanged 4078
		SP:Iteration 1F (2029.760000 sec): 3 clusters
  Score: Raw -729055.223570 + Penalty 2969.879968 = -726085.343603
  nChanged 1022
		SP:Iteration 2F (2030.020000 sec): 3 clusters
  Score: Raw -730281.792762 + Penalty 2969.879968 = -727311.912795
  nChanged 972
		SP:Iteration 3F (2030.250000 sec): 3 clusters
  Score: Raw -731533.969015 + Penalty 2969.879968 = -728564.089048
  nChanged 777
		SP:Iteration 4F (2030.480000 sec): 3 clusters
  Score: Raw -732403.199853 + Penalty 2969.879968 = -729433.319886
  nChanged 578
		SP:Iteration 5F (2030.700000 sec): 3 clusters
  Score: Raw -733082.176252 + Penalty 2969.879968 = -730112.296285
  nChanged 426
		SP:Iteration 6Q (2030.910000 sec): 3 clusters
  Score: Raw -733631.969054 + Penalty 2969.879968 = -730662.089087
  nChanged 385
		SP:Iteration 7Q (2031.130000 sec): 3 clusters
  Score: Raw -734031.026004 + Penalty 2969.879968 = -731061.146036
  nChanged 230
		SP:Iteration 8Q (2031.340000 sec): 3 clusters
  Score: Raw -734258.973018 + Penalty 2969.879968 = -731289.093050
  nChanged 145
		SP:Iteration 9Q (2031.560000 sec): 3 clusters
  Score: Raw -734338.052571 + Penalty 2969.879968 = -731368.172603
  nChanged 82
		SP:Iteration 10Q (2031.790000 sec): 3 clusters
  Score: Raw -734360.906604 + Penalty 2969.879968 = -731391.026636
  nChanged 53
		SP:Iteration 11Q (2032.000000 sec): 3 clusters
  Score: Raw -734372.078549 + Penalty 2969.879968 = -731402.198581
  nChanged 31
		SP:Iteration 12Q (2032.240000 sec): 3 clusters
  Score: Raw -734377.966404 + Penalty 2969.879968 = -731408.086437
  nChanged 20
		SP:Iteration 13Q (2032.490000 sec): 3 clusters
  Score: Raw -734380.985021 + Penalty 2969.879968 = -731411.105054
  nChanged 10
		SP:Iteration 14Q (2032.700000 sec): 3 clusters
  Score: Raw -734382.030513 + Penalty 2969.879968 = -731412.150546
  nChanged 6
		SP:Iteration 15Q (2032.930000 sec): 3 clusters
  Score: Raw -734382.486803 + Penalty 2969.879968 = -731412.606835
  nChanged 1
		SP:Iteration 16Q (2033.140000 sec): 3 clusters
  Score: Raw -734382.732082 + Penalty 2969.879968 = -731412.852114
  nChanged 2
		SP:Iteration 17Q (2033.350000 sec): 3 clusters
  Score: Raw -734382.858976 + Penalty 2969.879968 = -731412.979009
  nChanged 1
		SP:Iteration 18Q (2033.590000 sec): 3 clusters
  Score: Raw -734382.963470 + Penalty 2969.879968 = -731413.083502
  nChanged 0
		SP:Iteration 19F (2033.810000 sec): 3 clusters
  Score: Raw -734382.963470 + Penalty 2969.879968 = -731413.083502
  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 5.74 GB.

 Trying to split cluster 9 (26571 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2034.010000 sec): 2 clusters
  Score: Raw -2379857.123214 + Penalty 1655.481047 = -2378201.642167
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2034.330000 sec): 3 clusters
  Score: Raw -2363765.498948 + Penalty 3310.962094 = -2360454.536853
  nChanged 12089
		SP:Iteration 1F (2034.590000 sec): 3 clusters
  Score: Raw -2370932.412068 + Penalty 3310.962094 = -2367621.449974
  nChanged 2158
		SP:Iteration 2F (2034.900000 sec): 3 clusters
  Score: Raw -2372801.288200 + Penalty 3310.962094 = -2369490.326106
  nChanged 2732
		SP:Iteration 3F (2035.210000 sec): 3 clusters
  Score: Raw -2375498.375739 + Penalty 3310.962094 = -2372187.413644
  nChanged 2573
		SP:Iteration 4F (2035.550000 sec): 3 clusters
  Score: Raw -2377947.083741 + Penalty 3310.962094 = -2374636.121646
  nChanged 1816
		SP:Iteration 5F (2035.850000 sec): 3 clusters
  Score: Raw -2379296.051627 + Penalty 3310.962094 = -2375985.089533
  nChanged 1085
		SP:Iteration 6Q (2036.150000 sec): 3 clusters
  Score: Raw -2379855.062512 + Penalty 3310.962094 = -2376544.100417
  nChanged 615
		SP:Iteration 7Q (2036.480000 sec): 3 clusters
  Score: Raw -2380091.170895 + Penalty 3310.962094 = -2376780.208801
  nChanged 401
		SP:Iteration 8Q (2036.830000 sec): 3 clusters
  Score: Raw -2380220.814083 + Penalty 3310.962094 = -2376909.851989
  nChanged 279
		SP:Iteration 9Q (2037.150000 sec): 3 clusters
  Score: Raw -2380299.619810 + Penalty 3310.962094 = -2376988.657716
  nChanged 239
		SP:Iteration 10Q (2037.440000 sec): 3 clusters
  Score: Raw -2380370.271580 + Penalty 3310.962094 = -2377059.309486
  nChanged 213
		SP:Iteration 11Q (2037.770000 sec): 3 clusters
  Score: Raw -2380432.442914 + Penalty 3310.962094 = -2377121.480819
  nChanged 190
		SP:Iteration 12Q (2038.170000 sec): 3 clusters
  Score: Raw -2380489.868676 + Penalty 3310.962094 = -2377178.906581
  nChanged 161
		SP:Iteration 13Q (2038.450000 sec): 3 clusters
  Score: Raw -2380541.431793 + Penalty 3310.962094 = -2377230.469699
  nChanged 140
		SP:Iteration 14Q (2038.770000 sec): 3 clusters
  Score: Raw -2380582.777876 + Penalty 3310.962094 = -2377271.815781
  nChanged 113
		SP:Iteration 15Q (2039.120000 sec): 3 clusters
  Score: Raw -2380614.590377 + Penalty 3310.962094 = -2377303.628283
  nChanged 95
		SP:Iteration 16Q (2039.410000 sec): 3 clusters
  Score: Raw -2380639.579408 + Penalty 3310.962094 = -2377328.617313
  nChanged 84
		SP:Iteration 17Q (2039.740000 sec): 3 clusters
  Score: Raw -2380662.015078 + Penalty 3310.962094 = -2377351.052984
  nChanged 77
		SP:Iteration 18Q (2040.080000 sec): 3 clusters
  Score: Raw -2380680.960904 + Penalty 3310.962094 = -2377369.998810
  nChanged 63
		SP:Iteration 19Q (2040.450000 sec): 3 clusters
  Score: Raw -2380696.953266 + Penalty 3310.962094 = -2377385.991171
  nChanged 68
		SP:Iteration 20F (2040.780000 sec): 3 clusters
  Score: Raw -2380712.210691 + Penalty 3310.962094 = -2377401.248597
  nChanged 47
		SP:Iteration 21Q (2041.130000 sec): 3 clusters
  Score: Raw -2380722.152745 + Penalty 3310.962094 = -2377411.190651
  nChanged 42
		SP:Iteration 22Q (2041.430000 sec): 3 clusters
  Score: Raw -2380729.566403 + Penalty 3310.962094 = -2377418.604308
  nChanged 32
		SP:Iteration 23Q (2041.780000 sec): 3 clusters
  Score: Raw -2380735.192721 + Penalty 3310.962094 = -2377424.230627
  nChanged 29
		SP:Iteration 24Q (2042.090000 sec): 3 clusters
  Score: Raw -2380741.677195 + Penalty 3310.962094 = -2377430.715101
  nChanged 28
		SP:Iteration 25Q (2042.400000 sec): 3 clusters
  Score: Raw -2380746.911322 + Penalty 3310.962094 = -2377435.949228
  nChanged 23
		SP:Iteration 26Q (2042.740000 sec): 3 clusters
  Score: Raw -2380751.409383 + Penalty 3310.962094 = -2377440.447289
  nChanged 17
		SP:Iteration 27Q (2043.040000 sec): 3 clusters
  Score: Raw -2380755.070212 + Penalty 3310.962094 = -2377444.108118
  nChanged 16
		SP:Iteration 28Q (2043.310000 sec): 3 clusters
  Score: Raw -2380757.759019 + Penalty 3310.962094 = -2377446.796925
  nChanged 10
		SP:Iteration 29Q (2043.680000 sec): 3 clusters
  Score: Raw -2380759.321588 + Penalty 3310.962094 = -2377448.359494
  nChanged 9
		SP:Iteration 30Q (2043.950000 sec): 3 clusters
  Score: Raw -2380760.970886 + Penalty 3310.962094 = -2377450.008792
  nChanged 7
		SP:Iteration 31Q (2044.280000 sec): 3 clusters
  Score: Raw -2380762.339016 + Penalty 3310.962094 = -2377451.376921
  nChanged 8
		SP:Iteration 32Q (2044.600000 sec): 3 clusters
  Score: Raw -2380763.517789 + Penalty 3310.962094 = -2377452.555695
  nChanged 5
		SP:Iteration 33Q (2044.960000 sec): 3 clusters
  Score: Raw -2380764.821635 + Penalty 3310.962094 = -2377453.859541
  nChanged 5
		SP:Iteration 34Q (2045.250000 sec): 3 clusters
  Score: Raw -2380765.919894 + Penalty 3310.962094 = -2377454.957800
  nChanged 10
		SP:Iteration 35Q (2045.610000 sec): 3 clusters
  Score: Raw -2380767.927122 + Penalty 3310.962094 = -2377456.965028
  nChanged 6
		SP:Iteration 36Q (2045.910000 sec): 3 clusters
  Score: Raw -2380769.335673 + Penalty 3310.962094 = -2377458.373578
  nChanged 9
		SP:Iteration 37Q (2046.240000 sec): 3 clusters
  Score: Raw -2380771.531600 + Penalty 3310.962094 = -2377460.569506
  nChanged 7
		SP:Iteration 38Q (2046.540000 sec): 3 clusters
  Score: Raw -2380773.235947 + Penalty 3310.962094 = -2377462.273852
  nChanged 6
		SP:Iteration 39Q (2046.840000 sec): 3 clusters
  Score: Raw -2380774.707457 + Penalty 3310.962094 = -2377463.745363
  nChanged 7
		SP:Iteration 40F (2047.170000 sec): 3 clusters
  Score: Raw -2380775.975697 + Penalty 3310.962094 = -2377465.013603
  nChanged 5
		SP:Iteration 41Q (2047.510000 sec): 3 clusters
  Score: Raw -2380776.808789 + Penalty 3310.962094 = -2377465.846694
  nChanged 6
		SP:Iteration 42Q (2047.840000 sec): 3 clusters
  Score: Raw -2380777.991208 + Penalty 3310.962094 = -2377467.029113
  nChanged 7
		SP:Iteration 43Q (2048.170000 sec): 3 clusters
  Score: Raw -2380779.225791 + Penalty 3310.962094 = -2377468.263697
  nChanged 8
		SP:Iteration 44Q (2048.550000 sec): 3 clusters
  Score: Raw -2380780.521212 + Penalty 3310.962094 = -2377469.559118
  nChanged 3
		SP:Iteration 45Q (2048.870000 sec): 3 clusters
  Score: Raw -2380780.994798 + Penalty 3310.962094 = -2377470.032704
  nChanged 3
		SP:Iteration 46Q (2049.210000 sec): 3 clusters
  Score: Raw -2380781.389324 + Penalty 3310.962094 = -2377470.427230
  nChanged 2
		SP:Iteration 47Q (2049.560000 sec): 3 clusters
  Score: Raw -2380781.692204 + Penalty 3310.962094 = -2377470.730110
  nChanged 0
		SP:Iteration 48F (2049.910000 sec): 3 clusters
  Score: Raw -2380781.692204 + Penalty 3310.962094 = -2377470.730110
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 10 (13420 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2050.030000 sec): 2 clusters
  Score: Raw -1057677.445076 + Penalty 1544.481479 = -1056132.963597
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2050.290000 sec): 3 clusters
  Score: Raw -1049992.350702 + Penalty 3088.962958 = -1046903.387743
  nChanged 5998
		SP:Iteration 1F (2050.550000 sec): 3 clusters
  Score: Raw -1054865.333668 + Penalty 3088.962958 = -1051776.370710
  nChanged 1609
		SP:Iteration 2F (2050.730000 sec): 3 clusters
  Score: Raw -1056782.757438 + Penalty 3088.962958 = -1053693.794479
  nChanged 1295
		SP:Iteration 3F (2050.980000 sec): 3 clusters
  Score: Raw -1058231.055149 + Penalty 3088.962958 = -1055142.092190
  nChanged 928
		SP:Iteration 4F (2051.210000 sec): 3 clusters
  Score: Raw -1059280.173483 + Penalty 3088.962958 = -1056191.210524
  nChanged 751
		SP:Iteration 5F (2051.440000 sec): 3 clusters
  Score: Raw -1060275.687016 + Penalty 3088.962958 = -1057186.724057
  nChanged 724
		SP:Iteration 6F (2051.740000 sec): 3 clusters
  Score: Raw -1061350.334528 + Penalty 3088.962958 = -1058261.371570
  nChanged 708
		SP:Iteration 7F (2051.990000 sec): 3 clusters
  Score: Raw -1062707.500193 + Penalty 3088.962958 = -1059618.537235
  nChanged 622
		SP:Iteration 8Q (2052.250000 sec): 3 clusters
  Score: Raw -1063860.164549 + Penalty 3088.962958 = -1060771.201591
  nChanged 496
		SP:Iteration 9Q (2052.520000 sec): 3 clusters
  Score: Raw -1064613.354940 + Penalty 3088.962958 = -1061524.391982
  nChanged 405
		SP:Iteration 10Q (2052.770000 sec): 3 clusters
  Score: Raw -1065095.956215 + Penalty 3088.962958 = -1062006.993256
  nChanged 302
		SP:Iteration 11Q (2053.040000 sec): 3 clusters
  Score: Raw -1065382.069873 + Penalty 3088.962958 = -1062293.106914
  nChanged 210
		SP:Iteration 12Q (2053.290000 sec): 3 clusters
  Score: Raw -1065500.650475 + Penalty 3088.962958 = -1062411.687517
  nChanged 130
		SP:Iteration 13Q (2053.550000 sec): 3 clusters
  Score: Raw -1065543.411961 + Penalty 3088.962958 = -1062454.449003
  nChanged 81
		SP:Iteration 14Q (2053.790000 sec): 3 clusters
  Score: Raw -1065566.318726 + Penalty 3088.962958 = -1062477.355768
  nChanged 62
		SP:Iteration 15Q (2054.070000 sec): 3 clusters
  Score: Raw -1065584.960961 + Penalty 3088.962958 = -1062495.998002
  nChanged 61
		SP:Iteration 16Q (2054.270000 sec): 3 clusters
  Score: Raw -1065603.051967 + Penalty 3088.962958 = -1062514.089009
  nChanged 63
		SP:Iteration 17Q (2054.550000 sec): 3 clusters
  Score: Raw -1065628.248607 + Penalty 3088.962958 = -1062539.285648
  nChanged 75
		SP:Iteration 18Q (2054.800000 sec): 3 clusters
  Score: Raw -1065658.822883 + Penalty 3088.962958 = -1062569.859924
  nChanged 66
		SP:Iteration 19Q (2055.000000 sec): 3 clusters
  Score: Raw -1065696.929342 + Penalty 3088.962958 = -1062607.966383
  nChanged 88
		SP:Iteration 20F (2055.250000 sec): 3 clusters
  Score: Raw -1065773.996521 + Penalty 3088.962958 = -1062685.033563
  nChanged 117
		SP:Iteration 21Q (2055.470000 sec): 3 clusters
  Score: Raw -1065895.899702 + Penalty 3088.962958 = -1062806.936744
  nChanged 142
		SP:Iteration 22Q (2055.730000 sec): 3 clusters
  Score: Raw -1066052.933366 + Penalty 3088.962958 = -1062963.970408
  nChanged 132
		SP:Iteration 23Q (2055.970000 sec): 3 clusters
  Score: Raw -1066164.168947 + Penalty 3088.962958 = -1063075.205989
  nChanged 103
		SP:Iteration 24Q (2056.180000 sec): 3 clusters
  Score: Raw -1066210.292526 + Penalty 3088.962958 = -1063121.329567
  nChanged 82
		SP:Iteration 25Q (2056.450000 sec): 3 clusters
  Score: Raw -1066236.128502 + Penalty 3088.962958 = -1063147.165544
  nChanged 56
		SP:Iteration 26Q (2056.720000 sec): 3 clusters
  Score: Raw -1066250.339915 + Penalty 3088.962958 = -1063161.376957
  nChanged 40
		SP:Iteration 27Q (2056.960000 sec): 3 clusters
  Score: Raw -1066257.208660 + Penalty 3088.962958 = -1063168.245702
  nChanged 31
		SP:Iteration 28Q (2057.160000 sec): 3 clusters
  Score: Raw -1066262.791299 + Penalty 3088.962958 = -1063173.828340
  nChanged 36
		SP:Iteration 29Q (2057.410000 sec): 3 clusters
  Score: Raw -1066270.297279 + Penalty 3088.962958 = -1063181.334320
  nChanged 29
		SP:Iteration 30Q (2057.630000 sec): 3 clusters
  Score: Raw -1066274.921434 + Penalty 3088.962958 = -1063185.958475
  nChanged 28
		SP:Iteration 31Q (2057.860000 sec): 3 clusters
  Score: Raw -1066280.059324 + Penalty 3088.962958 = -1063191.096366
  nChanged 30
		SP:Iteration 32Q (2058.080000 sec): 3 clusters
  Score: Raw -1066285.675470 + Penalty 3088.962958 = -1063196.712512
  nChanged 30
		SP:Iteration 33Q (2058.300000 sec): 3 clusters
  Score: Raw -1066290.733469 + Penalty 3088.962958 = -1063201.770510
  nChanged 29
		SP:Iteration 34Q (2058.520000 sec): 3 clusters
  Score: Raw -1066295.318176 + Penalty 3088.962958 = -1063206.355218
  nChanged 30
		SP:Iteration 35Q (2058.780000 sec): 3 clusters
  Score: Raw -1066300.326351 + Penalty 3088.962958 = -1063211.363393
  nChanged 23
		SP:Iteration 36Q (2059.010000 sec): 3 clusters
  Score: Raw -1066303.375951 + Penalty 3088.962958 = -1063214.412992
  nChanged 14
		SP:Iteration 37Q (2059.250000 sec): 3 clusters
  Score: Raw -1066304.659934 + Penalty 3088.962958 = -1063215.696975
  nChanged 11
		SP:Iteration 38Q (2059.440000 sec): 3 clusters
  Score: Raw -1066305.924759 + Penalty 3088.962958 = -1063216.961800
  nChanged 12
		SP:Iteration 39Q (2059.700000 sec): 3 clusters
  Score: Raw -1066307.711824 + Penalty 3088.962958 = -1063218.748866
  nChanged 18
		SP:Iteration 40F (2059.920000 sec): 3 clusters
  Score: Raw -1066310.875354 + Penalty 3088.962958 = -1063221.912395
  nChanged 25
		SP:Iteration 41Q (2060.150000 sec): 3 clusters
  Score: Raw -1066315.685711 + Penalty 3088.962958 = -1063226.722753
  nChanged 18
		SP:Iteration 42Q (2060.410000 sec): 3 clusters
  Score: Raw -1066318.398634 + Penalty 3088.962958 = -1063229.435675
  nChanged 19
		SP:Iteration 43Q (2060.640000 sec): 3 clusters
  Score: Raw -1066321.764063 + Penalty 3088.962958 = -1063232.801105
  nChanged 23
		SP:Iteration 44Q (2060.920000 sec): 3 clusters
  Score: Raw -1066325.665126 + Penalty 3088.962958 = -1063236.702168
  nChanged 23
		SP:Iteration 45Q (2061.180000 sec): 3 clusters
  Score: Raw -1066330.538797 + Penalty 3088.962958 = -1063241.575839
  nChanged 32
		SP:Iteration 46Q (2061.370000 sec): 3 clusters
  Score: Raw -1066337.340978 + Penalty 3088.962958 = -1063248.378019
  nChanged 27
		SP:Iteration 47Q (2061.660000 sec): 3 clusters
  Score: Raw -1066342.829970 + Penalty 3088.962958 = -1063253.867011
  nChanged 30
		SP:Iteration 48Q (2061.920000 sec): 3 clusters
  Score: Raw -1066348.337380 + Penalty 3088.962958 = -1063259.374422
  nChanged 28
		SP:Iteration 49Q (2062.150000 sec): 3 clusters
  Score: Raw -1066352.865703 + Penalty 3088.962958 = -1063263.902745
  nChanged 35
		SP:Iteration 50Q (2062.380000 sec): 3 clusters
  Score: Raw -1066361.608198 + Penalty 3088.962958 = -1063272.645239
  nChanged 46
		SP:Iteration 51Q (2062.620000 sec): 3 clusters
  Score: Raw -1066376.108252 + Penalty 3088.962958 = -1063287.145294
  nChanged 54
		SP:Iteration 52Q (2062.910000 sec): 3 clusters
  Score: Raw -1066393.643143 + Penalty 3088.962958 = -1063304.680185
  nChanged 65
		SP:Iteration 53Q (2063.130000 sec): 3 clusters
  Score: Raw -1066418.247303 + Penalty 3088.962958 = -1063329.284345
  nChanged 76
		SP:Iteration 54Q (2063.400000 sec): 3 clusters
  Score: Raw -1066463.328059 + Penalty 3088.962958 = -1063374.365100
  nChanged 82
		SP:Iteration 55Q (2063.640000 sec): 3 clusters
  Score: Raw -1066519.798175 + Penalty 3088.962958 = -1063430.835217
  nChanged 104
		SP:Iteration 56Q (2063.880000 sec): 3 clusters
  Score: Raw -1066605.531985 + Penalty 3088.962958 = -1063516.569027
  nChanged 118
		SP:Iteration 57Q (2064.130000 sec): 3 clusters
  Score: Raw -1066732.607886 + Penalty 3088.962958 = -1063643.644928
  nChanged 122
		SP:Iteration 58Q (2064.320000 sec): 3 clusters
  Score: Raw -1066897.133037 + Penalty 3088.962958 = -1063808.170078
  nChanged 109
		SP:Iteration 59Q (2064.530000 sec): 3 clusters
  Score: Raw -1067032.738910 + Penalty 3088.962958 = -1063943.775952
  nChanged 69
		SP:Iteration 60F (2064.760000 sec): 3 clusters
  Score: Raw -1067084.634824 + Penalty 3088.962958 = -1063995.671865
  nChanged 37
		SP:Iteration 61Q (2065.010000 sec): 3 clusters
  Score: Raw -1067100.492869 + Penalty 3088.962958 = -1064011.529910
  nChanged 18
		SP:Iteration 62Q (2065.190000 sec): 3 clusters
  Score: Raw -1067104.788144 + Penalty 3088.962958 = -1064015.825186
  nChanged 15
		SP:Iteration 63Q (2065.410000 sec): 3 clusters
  Score: Raw -1067108.392033 + Penalty 3088.962958 = -1064019.429075
  nChanged 13
		SP:Iteration 64Q (2065.650000 sec): 3 clusters
  Score: Raw -1067112.053312 + Penalty 3088.962958 = -1064023.090354
  nChanged 10
		SP:Iteration 65Q (2065.850000 sec): 3 clusters
  Score: Raw -1067113.789246 + Penalty 3088.962958 = -1064024.826288
  nChanged 3
		SP:Iteration 66Q (2066.100000 sec): 3 clusters
  Score: Raw -1067114.170401 + Penalty 3088.962958 = -1064025.207442
  nChanged 2
		SP:Iteration 67Q (2066.350000 sec): 3 clusters
  Score: Raw -1067114.391234 + Penalty 3088.962958 = -1064025.428275
  nChanged 0
		SP:Iteration 68F (2066.590000 sec): 3 clusters
  Score: Raw -1067114.391234 + Penalty 3088.962958 = -1064025.428275
  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 5.74 GB.

 Trying to split cluster 11 (13032 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2066.740000 sec): 2 clusters
  Score: Raw -1233385.654830 + Penalty 1539.714012 = -1231845.940818
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2067.020000 sec): 3 clusters
  Score: Raw -1225878.013204 + Penalty 3079.428024 = -1222798.585180
  nChanged 5756
		SP:Iteration 1F (2067.260000 sec): 3 clusters
  Score: Raw -1229051.887488 + Penalty 3079.428024 = -1225972.459464
  nChanged 839
		SP:Iteration 2F (2067.540000 sec): 3 clusters
  Score: Raw -1229518.007166 + Penalty 3079.428024 = -1226438.579142
  nChanged 847
		SP:Iteration 3F (2067.730000 sec): 3 clusters
  Score: Raw -1230070.328796 + Penalty 3079.428024 = -1226990.900772
  nChanged 921
		SP:Iteration 4F (2067.960000 sec): 3 clusters
  Score: Raw -1230793.030827 + Penalty 3079.428024 = -1227713.602803
  nChanged 1045
		SP:Iteration 5F (2068.170000 sec): 3 clusters
  Score: Raw -1231827.435673 + Penalty 3079.428024 = -1228748.007650
  nChanged 1064
		SP:Iteration 6F (2068.460000 sec): 3 clusters
  Score: Raw -1232952.957970 + Penalty 3079.428024 = -1229873.529947
  nChanged 838
		SP:Iteration 7F (2068.700000 sec): 3 clusters
  Score: Raw -1233797.382821 + Penalty 3079.428024 = -1230717.954797
  nChanged 588
		SP:Iteration 8Q (2068.960000 sec): 3 clusters
  Score: Raw -1234327.991221 + Penalty 3079.428024 = -1231248.563198
  nChanged 372
		SP:Iteration 9Q (2069.220000 sec): 3 clusters
  Score: Raw -1234600.836948 + Penalty 3079.428024 = -1231521.408924
  nChanged 235
		SP:Iteration 10Q (2069.410000 sec): 3 clusters
  Score: Raw -1234754.895717 + Penalty 3079.428024 = -1231675.467693
  nChanged 172
		SP:Iteration 11Q (2069.670000 sec): 3 clusters
  Score: Raw -1234843.505858 + Penalty 3079.428024 = -1231764.077834
  nChanged 148
		SP:Iteration 12Q (2069.950000 sec): 3 clusters
  Score: Raw -1234917.560836 + Penalty 3079.428024 = -1231838.132812
  nChanged 121
		SP:Iteration 13Q (2070.180000 sec): 3 clusters
  Score: Raw -1234969.827321 + Penalty 3079.428024 = -1231890.399297
  nChanged 108
		SP:Iteration 14Q (2070.350000 sec): 3 clusters
  Score: Raw -1235013.295464 + Penalty 3079.428024 = -1231933.867440
  nChanged 102
		SP:Iteration 15Q (2070.600000 sec): 3 clusters
  Score: Raw -1235053.102575 + Penalty 3079.428024 = -1231973.674552
  nChanged 103
		SP:Iteration 16Q (2070.860000 sec): 3 clusters
  Score: Raw -1235095.695750 + Penalty 3079.428024 = -1232016.267726
  nChanged 84
		SP:Iteration 17Q (2071.090000 sec): 3 clusters
  Score: Raw -1235126.630321 + Penalty 3079.428024 = -1232047.202297
  nChanged 72
		SP:Iteration 18Q (2071.260000 sec): 3 clusters
  Score: Raw -1235149.265398 + Penalty 3079.428024 = -1232069.837375
  nChanged 66
		SP:Iteration 19Q (2071.480000 sec): 3 clusters
  Score: Raw -1235167.861125 + Penalty 3079.428024 = -1232088.433101
  nChanged 61
		SP:Iteration 20F (2071.710000 sec): 3 clusters
  Score: Raw -1235181.261569 + Penalty 3079.428024 = -1232101.833545
  nChanged 44
		SP:Iteration 21Q (2071.980000 sec): 3 clusters
  Score: Raw -1235190.050534 + Penalty 3079.428024 = -1232110.622511
  nChanged 41
		SP:Iteration 22Q (2072.220000 sec): 3 clusters
  Score: Raw -1235197.644138 + Penalty 3079.428024 = -1232118.216114
  nChanged 31
		SP:Iteration 23Q (2072.440000 sec): 3 clusters
  Score: Raw -1235203.401201 + Penalty 3079.428024 = -1232123.973177
  nChanged 31
		SP:Iteration 24Q (2072.710000 sec): 3 clusters
  Score: Raw -1235207.162891 + Penalty 3079.428024 = -1232127.734867
  nChanged 15
		SP:Iteration 25Q (2073.010000 sec): 3 clusters
  Score: Raw -1235208.240399 + Penalty 3079.428024 = -1232128.812375
  nChanged 3
		SP:Iteration 26Q (2073.260000 sec): 3 clusters
  Score: Raw -1235208.409844 + Penalty 3079.428024 = -1232128.981820
  nChanged 5
		SP:Iteration 27Q (2073.490000 sec): 3 clusters
  Score: Raw -1235208.698685 + Penalty 3079.428024 = -1232129.270662
  nChanged 5
		SP:Iteration 28Q (2073.740000 sec): 3 clusters
  Score: Raw -1235209.120438 + Penalty 3079.428024 = -1232129.692415
  nChanged 5
		SP:Iteration 29Q (2073.960000 sec): 3 clusters
  Score: Raw -1235209.739747 + Penalty 3079.428024 = -1232130.311723
  nChanged 5
		SP:Iteration 30Q (2074.240000 sec): 3 clusters
  Score: Raw -1235210.248205 + Penalty 3079.428024 = -1232130.820182
  nChanged 6
		SP:Iteration 31Q (2074.410000 sec): 3 clusters
  Score: Raw -1235210.664406 + Penalty 3079.428024 = -1232131.236382
  nChanged 5
		SP:Iteration 32Q (2074.670000 sec): 3 clusters
  Score: Raw -1235211.082666 + Penalty 3079.428024 = -1232131.654642
  nChanged 2
		SP:Iteration 33Q (2074.870000 sec): 3 clusters
  Score: Raw -1235211.164722 + Penalty 3079.428024 = -1232131.736698
  nChanged 1
		SP:Iteration 34Q (2075.110000 sec): 3 clusters
  Score: Raw -1235211.199112 + Penalty 3079.428024 = -1232131.771089
  nChanged 3
		SP:Iteration 35Q (2075.390000 sec): 3 clusters
  Score: Raw -1235211.319372 + Penalty 3079.428024 = -1232131.891348
  nChanged 4
		SP:Iteration 36Q (2075.630000 sec): 3 clusters
  Score: Raw -1235211.929539 + Penalty 3079.428024 = -1232132.501515
  nChanged 7
		SP:Iteration 37Q (2075.920000 sec): 3 clusters
  Score: Raw -1235212.205701 + Penalty 3079.428024 = -1232132.777677
  nChanged 2
		SP:Iteration 38Q (2076.200000 sec): 3 clusters
  Score: Raw -1235212.443002 + Penalty 3079.428024 = -1232133.014978
  nChanged 2
		SP:Iteration 39Q (2076.410000 sec): 3 clusters
  Score: Raw -1235212.546609 + Penalty 3079.428024 = -1232133.118585
  nChanged 1
		SP:Iteration 40F (2076.700000 sec): 3 clusters
  Score: Raw -1235212.680791 + Penalty 3079.428024 = -1232133.252767
  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 5.74 GB.

 Trying to split cluster 12 (30916 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2076.950000 sec): 2 clusters
  Score: Raw -2860373.506612 + Penalty 1680.092233 = -2858693.414379
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2077.300000 sec): 3 clusters
  Score: Raw -2841246.381921 + Penalty 3360.184467 = -2837886.197454
  nChanged 14366
		SP:Iteration 1F (2077.620000 sec): 3 clusters
  Score: Raw -2850206.824391 + Penalty 3360.184467 = -2846846.639924
  nChanged 1933
		SP:Iteration 2F (2077.960000 sec): 3 clusters
  Score: Raw -2851931.549255 + Penalty 3360.184467 = -2848571.364788
  nChanged 2132
		SP:Iteration 3F (2078.270000 sec): 3 clusters
  Score: Raw -2853601.343243 + Penalty 3360.184467 = -2850241.158777
  nChanged 2305
		SP:Iteration 4F (2078.580000 sec): 3 clusters
  Score: Raw -2855186.211097 + Penalty 3360.184467 = -2851826.026630
  nChanged 2330
		SP:Iteration 5F (2078.890000 sec): 3 clusters
  Score: Raw -2856770.105565 + Penalty 3360.184467 = -2853409.921098
  nChanged 2181
		SP:Iteration 6F (2079.200000 sec): 3 clusters
  Score: Raw -2858220.571264 + Penalty 3360.184467 = -2854860.386797
  nChanged 1850
		SP:Iteration 7F (2079.560000 sec): 3 clusters
  Score: Raw -2859378.356055 + Penalty 3360.184467 = -2856018.171588
  nChanged 1601
		SP:Iteration 8F (2079.910000 sec): 3 clusters
  Score: Raw -2860289.897183 + Penalty 3360.184467 = -2856929.712717
  nChanged 1271
		SP:Iteration 9Q (2080.320000 sec): 3 clusters
  Score: Raw -2860955.415673 + Penalty 3360.184467 = -2857595.231206
  nChanged 1027
		SP:Iteration 10Q (2080.660000 sec): 3 clusters
  Score: Raw -2861427.126086 + Penalty 3360.184467 = -2858066.941620
  nChanged 839
		SP:Iteration 11Q (2081.040000 sec): 3 clusters
  Score: Raw -2861746.513804 + Penalty 3360.184467 = -2858386.329337
  nChanged 648
		SP:Iteration 12Q (2081.410000 sec): 3 clusters
  Score: Raw -2861952.185722 + Penalty 3360.184467 = -2858592.001255
  nChanged 508
		SP:Iteration 13Q (2081.780000 sec): 3 clusters
  Score: Raw -2862087.226116 + Penalty 3360.184467 = -2858727.041649
  nChanged 393
		SP:Iteration 14Q (2082.170000 sec): 3 clusters
  Score: Raw -2862171.504985 + Penalty 3360.184467 = -2858811.320518
  nChanged 286
		SP:Iteration 15Q (2082.500000 sec): 3 clusters
  Score: Raw -2862222.123817 + Penalty 3360.184467 = -2858861.939350
  nChanged 187
		SP:Iteration 16Q (2082.880000 sec): 3 clusters
  Score: Raw -2862248.778618 + Penalty 3360.184467 = -2858888.594151
  nChanged 148
		SP:Iteration 17Q (2083.230000 sec): 3 clusters
  Score: Raw -2862269.261224 + Penalty 3360.184467 = -2858909.076757
  nChanged 122
		SP:Iteration 18Q (2083.590000 sec): 3 clusters
  Score: Raw -2862285.948295 + Penalty 3360.184467 = -2858925.763828
  nChanged 104
		SP:Iteration 19Q (2084.020000 sec): 3 clusters
  Score: Raw -2862298.245152 + Penalty 3360.184467 = -2858938.060686
  nChanged 107
		SP:Iteration 20F (2084.360000 sec): 3 clusters
  Score: Raw -2862312.488376 + Penalty 3360.184467 = -2858952.303910
  nChanged 117
		SP:Iteration 21Q (2084.720000 sec): 3 clusters
  Score: Raw -2862327.256418 + Penalty 3360.184467 = -2858967.071951
  nChanged 110
		SP:Iteration 22Q (2085.060000 sec): 3 clusters
  Score: Raw -2862339.546006 + Penalty 3360.184467 = -2858979.361539
  nChanged 113
		SP:Iteration 23Q (2085.440000 sec): 3 clusters
  Score: Raw -2862351.476560 + Penalty 3360.184467 = -2858991.292093
  nChanged 109
		SP:Iteration 24Q (2085.780000 sec): 3 clusters
  Score: Raw -2862361.539548 + Penalty 3360.184467 = -2859001.355081
  nChanged 101
		SP:Iteration 25Q (2086.140000 sec): 3 clusters
  Score: Raw -2862371.283065 + Penalty 3360.184467 = -2859011.098598
  nChanged 84
		SP:Iteration 26Q (2086.540000 sec): 3 clusters
  Score: Raw -2862378.009026 + Penalty 3360.184467 = -2859017.824559
  nChanged 63
		SP:Iteration 27Q (2086.870000 sec): 3 clusters
  Score: Raw -2862382.284325 + Penalty 3360.184467 = -2859022.099858
  nChanged 59
		SP:Iteration 28Q (2087.210000 sec): 3 clusters
  Score: Raw -2862386.378922 + Penalty 3360.184467 = -2859026.194455
  nChanged 66
		SP:Iteration 29Q (2087.550000 sec): 3 clusters
  Score: Raw -2862390.778196 + Penalty 3360.184467 = -2859030.593729
  nChanged 62
		SP:Iteration 30Q (2087.950000 sec): 3 clusters
  Score: Raw -2862395.634357 + Penalty 3360.184467 = -2859035.449890
  nChanged 66
		SP:Iteration 31Q (2088.310000 sec): 3 clusters
  Score: Raw -2862400.274218 + Penalty 3360.184467 = -2859040.089751
  nChanged 66
		SP:Iteration 32Q (2088.660000 sec): 3 clusters
  Score: Raw -2862404.727037 + Penalty 3360.184467 = -2859044.542571
  nChanged 66
		SP:Iteration 33Q (2089.010000 sec): 3 clusters
  Score: Raw -2862409.567176 + Penalty 3360.184467 = -2859049.382709
  nChanged 67
		SP:Iteration 34Q (2089.390000 sec): 3 clusters
  Score: Raw -2862415.092102 + Penalty 3360.184467 = -2859054.907636
  nChanged 72
		SP:Iteration 35Q (2089.710000 sec): 3 clusters
  Score: Raw -2862419.752780 + Penalty 3360.184467 = -2859059.568313
  nChanged 66
		SP:Iteration 36Q (2090.120000 sec): 3 clusters
  Score: Raw -2862424.140778 + Penalty 3360.184467 = -2859063.956311
  nChanged 60
		SP:Iteration 37Q (2090.490000 sec): 3 clusters
  Score: Raw -2862428.352042 + Penalty 3360.184467 = -2859068.167576
  nChanged 56
		SP:Iteration 38Q (2090.790000 sec): 3 clusters
  Score: Raw -2862432.489879 + Penalty 3360.184467 = -2859072.305412
  nChanged 71
		SP:Iteration 39Q (2091.090000 sec): 3 clusters
  Score: Raw -2862438.345174 + Penalty 3360.184467 = -2859078.160707
  nChanged 94
		SP:Iteration 40F (2091.530000 sec): 3 clusters
  Score: Raw -2862447.030992 + Penalty 3360.184467 = -2859086.846525
  nChanged 85
		SP:Iteration 41Q (2091.870000 sec): 3 clusters
  Score: Raw -2862454.224490 + Penalty 3360.184467 = -2859094.040023
  nChanged 96
		SP:Iteration 42Q (2092.200000 sec): 3 clusters
  Score: Raw -2862464.698019 + Penalty 3360.184467 = -2859104.513552
  nChanged 119
		SP:Iteration 43Q (2092.500000 sec): 3 clusters
  Score: Raw -2862478.046682 + Penalty 3360.184467 = -2859117.862215
  nChanged 146
		SP:Iteration 44Q (2092.850000 sec): 3 clusters
  Score: Raw -2862495.527561 + Penalty 3360.184467 = -2859135.343095
  nChanged 139
		SP:Iteration 45Q (2093.190000 sec): 3 clusters
  Score: Raw -2862509.460569 + Penalty 3360.184467 = -2859149.276102
  nChanged 143
		SP:Iteration 46Q (2093.500000 sec): 3 clusters
  Score: Raw -2862522.849009 + Penalty 3360.184467 = -2859162.664542
  nChanged 107
		SP:Iteration 47Q (2093.800000 sec): 3 clusters
  Score: Raw -2862532.044077 + Penalty 3360.184467 = -2859171.859610
  nChanged 107
		SP:Iteration 48Q (2094.150000 sec): 3 clusters
  Score: Raw -2862540.447857 + Penalty 3360.184467 = -2859180.263390
  nChanged 102
		SP:Iteration 49Q (2094.500000 sec): 3 clusters
  Score: Raw -2862547.540894 + Penalty 3360.184467 = -2859187.356428
  nChanged 86
		SP:Iteration 50Q (2094.850000 sec): 3 clusters
  Score: Raw -2862554.559758 + Penalty 3360.184467 = -2859194.375292
  nChanged 90
		SP:Iteration 51Q (2095.220000 sec): 3 clusters
  Score: Raw -2862561.584540 + Penalty 3360.184467 = -2859201.400073
  nChanged 86
		SP:Iteration 52Q (2095.580000 sec): 3 clusters
  Score: Raw -2862568.087861 + Penalty 3360.184467 = -2859207.903395
  nChanged 100
		SP:Iteration 53Q (2095.950000 sec): 3 clusters
  Score: Raw -2862575.385766 + Penalty 3360.184467 = -2859215.201299
  nChanged 95
		SP:Iteration 54Q (2096.360000 sec): 3 clusters
  Score: Raw -2862582.958607 + Penalty 3360.184467 = -2859222.774141
  nChanged 101
		SP:Iteration 55Q (2096.790000 sec): 3 clusters
  Score: Raw -2862590.778571 + Penalty 3360.184467 = -2859230.594104
  nChanged 96
		SP:Iteration 56Q (2097.160000 sec): 3 clusters
  Score: Raw -2862597.506214 + Penalty 3360.184467 = -2859237.321748
  nChanged 79
		SP:Iteration 57Q (2097.490000 sec): 3 clusters
  Score: Raw -2862602.279432 + Penalty 3360.184467 = -2859242.094966
  nChanged 67
		SP:Iteration 58Q (2097.820000 sec): 3 clusters
  Score: Raw -2862606.579256 + Penalty 3360.184467 = -2859246.394790
  nChanged 58
		SP:Iteration 59Q (2098.170000 sec): 3 clusters
  Score: Raw -2862609.425820 + Penalty 3360.184467 = -2859249.241354
  nChanged 37
		SP:Iteration 60F (2098.530000 sec): 3 clusters
  Score: Raw -2862611.540618 + Penalty 3360.184467 = -2859251.356151
  nChanged 48
		SP:Iteration 61Q (2098.910000 sec): 3 clusters
  Score: Raw -2862614.622888 + Penalty 3360.184467 = -2859254.438422
  nChanged 58
		SP:Iteration 62Q (2099.210000 sec): 3 clusters
  Score: Raw -2862618.163178 + Penalty 3360.184467 = -2859257.978711
  nChanged 49
		SP:Iteration 63Q (2099.530000 sec): 3 clusters
  Score: Raw -2862621.028448 + Penalty 3360.184467 = -2859260.843981
  nChanged 51
		SP:Iteration 64Q (2099.890000 sec): 3 clusters
  Score: Raw -2862624.174150 + Penalty 3360.184467 = -2859263.989684
  nChanged 65
		SP:Iteration 65Q (2100.280000 sec): 3 clusters
  Score: Raw -2862627.988554 + Penalty 3360.184467 = -2859267.804087
  nChanged 55
		SP:Iteration 66Q (2100.650000 sec): 3 clusters
  Score: Raw -2862631.059825 + Penalty 3360.184467 = -2859270.875358
  nChanged 46
		SP:Iteration 67Q (2100.960000 sec): 3 clusters
  Score: Raw -2862633.633877 + Penalty 3360.184467 = -2859273.449410
  nChanged 46
		SP:Iteration 68Q (2101.290000 sec): 3 clusters
  Score: Raw -2862635.769289 + Penalty 3360.184467 = -2859275.584823
  nChanged 36
		SP:Iteration 69Q (2101.570000 sec): 3 clusters
  Score: Raw -2862637.518718 + Penalty 3360.184467 = -2859277.334252
  nChanged 37
		SP:Iteration 70Q (2101.920000 sec): 3 clusters
  Score: Raw -2862639.883093 + Penalty 3360.184467 = -2859279.698627
  nChanged 49
		SP:Iteration 71Q (2102.290000 sec): 3 clusters
  Score: Raw -2862642.976639 + Penalty 3360.184467 = -2859282.792172
  nChanged 47
		SP:Iteration 72Q (2102.630000 sec): 3 clusters
  Score: Raw -2862645.889583 + Penalty 3360.184467 = -2859285.705116
  nChanged 51
		SP:Iteration 73Q (2102.990000 sec): 3 clusters
  Score: Raw -2862649.642101 + Penalty 3360.184467 = -2859289.457634
  nChanged 47
		SP:Iteration 74Q (2103.320000 sec): 3 clusters
  Score: Raw -2862651.977056 + Penalty 3360.184467 = -2859291.792589
  nChanged 35
		SP:Iteration 75Q (2103.670000 sec): 3 clusters
  Score: Raw -2862653.611384 + Penalty 3360.184467 = -2859293.426917
  nChanged 30
		SP:Iteration 76Q (2104.030000 sec): 3 clusters
  Score: Raw -2862654.944379 + Penalty 3360.184467 = -2859294.759913
  nChanged 30
		SP:Iteration 77Q (2104.330000 sec): 3 clusters
  Score: Raw -2862656.353246 + Penalty 3360.184467 = -2859296.168779
  nChanged 31
		SP:Iteration 78Q (2104.620000 sec): 3 clusters
  Score: Raw -2862657.939943 + Penalty 3360.184467 = -2859297.755476
  nChanged 31
		SP:Iteration 79Q (2104.970000 sec): 3 clusters
  Score: Raw -2862659.469144 + Penalty 3360.184467 = -2859299.284677
  nChanged 25
		SP:Iteration 80F (2105.280000 sec): 3 clusters
  Score: Raw -2862661.113006 + Penalty 3360.184467 = -2859300.928540
  nChanged 37
		SP:Iteration 81Q (2105.560000 sec): 3 clusters
  Score: Raw -2862663.093475 + Penalty 3360.184467 = -2859302.909008
  nChanged 36
		SP:Iteration 82Q (2105.930000 sec): 3 clusters
  Score: Raw -2862665.036019 + Penalty 3360.184467 = -2859304.851552
  nChanged 48
		SP:Iteration 83Q (2106.290000 sec): 3 clusters
  Score: Raw -2862667.819397 + Penalty 3360.184467 = -2859307.634930
  nChanged 45
		SP:Iteration 84Q (2106.610000 sec): 3 clusters
  Score: Raw -2862670.031207 + Penalty 3360.184467 = -2859309.846740
  nChanged 39
		SP:Iteration 85Q (2106.940000 sec): 3 clusters
  Score: Raw -2862672.154413 + Penalty 3360.184467 = -2859311.969946
  nChanged 48
		SP:Iteration 86Q (2107.270000 sec): 3 clusters
  Score: Raw -2862674.643082 + Penalty 3360.184467 = -2859314.458616
  nChanged 44
		SP:Iteration 87Q (2107.690000 sec): 3 clusters
  Score: Raw -2862676.631287 + Penalty 3360.184467 = -2859316.446820
  nChanged 38
		SP:Iteration 88Q (2108.080000 sec): 3 clusters
  Score: Raw -2862678.483085 + Penalty 3360.184467 = -2859318.298618
  nChanged 31
		SP:Iteration 89Q (2108.540000 sec): 3 clusters
  Score: Raw -2862679.927054 + Penalty 3360.184467 = -2859319.742588
  nChanged 32
		SP:Iteration 90Q (2108.910000 sec): 3 clusters
  Score: Raw -2862681.529235 + Penalty 3360.184467 = -2859321.344768
  nChanged 43
		SP:Iteration 91Q (2109.250000 sec): 3 clusters
  Score: Raw -2862683.804086 + Penalty 3360.184467 = -2859323.619619
  nChanged 42
		SP:Iteration 92Q (2109.570000 sec): 3 clusters
  Score: Raw -2862685.898884 + Penalty 3360.184467 = -2859325.714418
  nChanged 34
		SP:Iteration 93Q (2109.890000 sec): 3 clusters
  Score: Raw -2862687.297650 + Penalty 3360.184467 = -2859327.113184
  nChanged 38
		SP:Iteration 94Q (2110.230000 sec): 3 clusters
  Score: Raw -2862689.216198 + Penalty 3360.184467 = -2859329.031732
  nChanged 46
		SP:Iteration 95Q (2110.640000 sec): 3 clusters
  Score: Raw -2862691.310748 + Penalty 3360.184467 = -2859331.126282
  nChanged 44
		SP:Iteration 96Q (2110.930000 sec): 3 clusters
  Score: Raw -2862693.759390 + Penalty 3360.184467 = -2859333.574923
  nChanged 47
		SP:Iteration 97Q (2111.230000 sec): 3 clusters
  Score: Raw -2862696.240757 + Penalty 3360.184467 = -2859336.056290
  nChanged 39
		SP:Iteration 98Q (2111.590000 sec): 3 clusters
  Score: Raw -2862698.101379 + Penalty 3360.184467 = -2859337.916912
  nChanged 47
		SP:Iteration 99Q (2111.920000 sec): 3 clusters
  Score: Raw -2862700.493503 + Penalty 3360.184467 = -2859340.309037
  nChanged 41
		SP:Iteration 100F (2112.260000 sec): 3 clusters
  Score: Raw -2862702.889761 + Penalty 3360.184467 = -2859342.705294
  nChanged 49
		SP:Iteration 101Q (2112.580000 sec): 3 clusters
  Score: Raw -2862705.474512 + Penalty 3360.184467 = -2859345.290045
  nChanged 44
		SP:Iteration 102Q (2112.900000 sec): 3 clusters
  Score: Raw -2862707.443173 + Penalty 3360.184467 = -2859347.258706
  nChanged 30
		SP:Iteration 103Q (2113.210000 sec): 3 clusters
  Score: Raw -2862708.701481 + Penalty 3360.184467 = -2859348.517014
  nChanged 25
		SP:Iteration 104Q (2113.570000 sec): 3 clusters
  Score: Raw -2862709.629999 + Penalty 3360.184467 = -2859349.445533
  nChanged 24
		SP:Iteration 105Q (2113.940000 sec): 3 clusters
  Score: Raw -2862710.781147 + Penalty 3360.184467 = -2859350.596680
  nChanged 31
		SP:Iteration 106Q (2114.280000 sec): 3 clusters
  Score: Raw -2862712.241449 + Penalty 3360.184467 = -2859352.056982
  nChanged 32
		SP:Iteration 107Q (2114.630000 sec): 3 clusters
  Score: Raw -2862713.779967 + Penalty 3360.184467 = -2859353.595500
  nChanged 36
		SP:Iteration 108Q (2115.000000 sec): 3 clusters
  Score: Raw -2862715.351892 + Penalty 3360.184467 = -2859355.167426
  nChanged 26
		SP:Iteration 109Q (2115.360000 sec): 3 clusters
  Score: Raw -2862716.436980 + Penalty 3360.184467 = -2859356.252513
  nChanged 21
		SP:Iteration 110Q (2115.670000 sec): 3 clusters
  Score: Raw -2862717.280860 + Penalty 3360.184467 = -2859357.096394
  nChanged 23
		SP:Iteration 111Q (2116.060000 sec): 3 clusters
  Score: Raw -2862718.206872 + Penalty 3360.184467 = -2859358.022405
  nChanged 24
		SP:Iteration 112Q (2116.410000 sec): 3 clusters
  Score: Raw -2862719.180104 + Penalty 3360.184467 = -2859358.995638
  nChanged 26
		SP:Iteration 113Q (2116.720000 sec): 3 clusters
  Score: Raw -2862720.110963 + Penalty 3360.184467 = -2859359.926497
  nChanged 24
		SP:Iteration 114Q (2117.080000 sec): 3 clusters
  Score: Raw -2862721.076509 + Penalty 3360.184467 = -2859360.892043
  nChanged 25
		SP:Iteration 115Q (2117.430000 sec): 3 clusters
  Score: Raw -2862721.931840 + Penalty 3360.184467 = -2859361.747373
  nChanged 26
		SP:Iteration 116Q (2117.790000 sec): 3 clusters
  Score: Raw -2862723.154308 + Penalty 3360.184467 = -2859362.969841
  nChanged 21
		SP:Iteration 117Q (2118.150000 sec): 3 clusters
  Score: Raw -2862723.957892 + Penalty 3360.184467 = -2859363.773425
  nChanged 14
		SP:Iteration 118Q (2118.590000 sec): 3 clusters
  Score: Raw -2862724.452461 + Penalty 3360.184467 = -2859364.267994
  nChanged 15
		SP:Iteration 119Q (2118.950000 sec): 3 clusters
  Score: Raw -2862724.884846 + Penalty 3360.184467 = -2859364.700379
  nChanged 16
		SP:Iteration 120F (2119.300000 sec): 3 clusters
  Score: Raw -2862725.472796 + Penalty 3360.184467 = -2859365.288329
  nChanged 19
		SP:Iteration 121Q (2119.660000 sec): 3 clusters
  Score: Raw -2862726.104061 + Penalty 3360.184467 = -2859365.919595
  nChanged 11
		SP:Iteration 122Q (2119.970000 sec): 3 clusters
  Score: Raw -2862726.405333 + Penalty 3360.184467 = -2859366.220866
  nChanged 12
		SP:Iteration 123Q (2120.310000 sec): 3 clusters
  Score: Raw -2862726.743764 + Penalty 3360.184467 = -2859366.559297
  nChanged 13
		SP:Iteration 124Q (2120.630000 sec): 3 clusters
  Score: Raw -2862727.153164 + Penalty 3360.184467 = -2859366.968697
  nChanged 10
		SP:Iteration 125Q (2120.920000 sec): 3 clusters
  Score: Raw -2862727.524667 + Penalty 3360.184467 = -2859367.340200
  nChanged 11
		SP:Iteration 126Q (2121.300000 sec): 3 clusters
  Score: Raw -2862727.830661 + Penalty 3360.184467 = -2859367.646195
  nChanged 8
		SP:Iteration 127Q (2121.600000 sec): 3 clusters
  Score: Raw -2862728.065794 + Penalty 3360.184467 = -2859367.881328
  nChanged 9
		SP:Iteration 128Q (2121.940000 sec): 3 clusters
  Score: Raw -2862728.315608 + Penalty 3360.184467 = -2859368.131142
  nChanged 5
		SP:Iteration 129Q (2122.280000 sec): 3 clusters
  Score: Raw -2862728.476845 + Penalty 3360.184467 = -2859368.292378
  nChanged 6
		SP:Iteration 130Q (2122.620000 sec): 3 clusters
  Score: Raw -2862728.621773 + Penalty 3360.184467 = -2859368.437306
  nChanged 5
		SP:Iteration 131Q (2123.020000 sec): 3 clusters
  Score: Raw -2862728.794051 + Penalty 3360.184467 = -2859368.609585
  nChanged 6
		SP:Iteration 132Q (2123.320000 sec): 3 clusters
  Score: Raw -2862729.066969 + Penalty 3360.184467 = -2859368.882503
  nChanged 11
		SP:Iteration 133Q (2123.680000 sec): 3 clusters
  Score: Raw -2862729.537200 + Penalty 3360.184467 = -2859369.352733
  nChanged 13
		SP:Iteration 134Q (2123.960000 sec): 3 clusters
  Score: Raw -2862729.887483 + Penalty 3360.184467 = -2859369.703016
  nChanged 8
		SP:Iteration 135Q (2124.320000 sec): 3 clusters
  Score: Raw -2862730.235554 + Penalty 3360.184467 = -2859370.051088
  nChanged 8
		SP:Iteration 136Q (2124.610000 sec): 3 clusters
  Score: Raw -2862730.572079 + Penalty 3360.184467 = -2859370.387612
  nChanged 6
		SP:Iteration 137Q (2125.000000 sec): 3 clusters
  Score: Raw -2862730.785981 + Penalty 3360.184467 = -2859370.601515
  nChanged 7
		SP:Iteration 138Q (2125.320000 sec): 3 clusters
  Score: Raw -2862731.057304 + Penalty 3360.184467 = -2859370.872837
  nChanged 6
		SP:Iteration 139Q (2125.640000 sec): 3 clusters
  Score: Raw -2862731.295787 + Penalty 3360.184467 = -2859371.111320
  nChanged 3
		SP:Iteration 140F (2125.940000 sec): 3 clusters
  Score: Raw -2862731.374818 + Penalty 3360.184467 = -2859371.190352
  nChanged 5
		SP:Iteration 141Q (2126.240000 sec): 3 clusters
  Score: Raw -2862731.549021 + Penalty 3360.184467 = -2859371.364555
  nChanged 5
		SP:Iteration 142Q (2126.590000 sec): 3 clusters
  Score: Raw -2862731.726881 + Penalty 3360.184467 = -2859371.542415
  nChanged 3
		SP:Iteration 143Q (2126.940000 sec): 3 clusters
  Score: Raw -2862731.801369 + Penalty 3360.184467 = -2859371.616902
  nChanged 2
		SP:Iteration 144Q (2127.270000 sec): 3 clusters
  Score: Raw -2862731.856847 + Penalty 3360.184467 = -2859371.672380
  nChanged 2
		SP:Iteration 145Q (2127.580000 sec): 3 clusters
  Score: Raw -2862731.901312 + Penalty 3360.184467 = -2859371.716845
  nChanged 0
		SP:Iteration 146F (2127.920000 sec): 3 clusters
  Score: Raw -2862731.901312 + Penalty 3360.184467 = -2859371.716845
  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 5.74 GB.

 Trying to split cluster 13 (4161 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2128.080000 sec): 2 clusters
  Score: Raw -298610.372655 + Penalty 1354.195490 = -297256.177164
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2128.280000 sec): 3 clusters
  Score: Raw -296554.713502 + Penalty 2708.390980 = -293846.322522
  nChanged 1709
		SP:Iteration 1F (2128.470000 sec): 3 clusters
  Score: Raw -298479.841783 + Penalty 2708.390980 = -295771.450803
  nChanged 599
		SP:Iteration 2F (2128.720000 sec): 3 clusters
  Score: Raw -299605.213666 + Penalty 2708.390980 = -296896.822686
  nChanged 430
		SP:Iteration 3F (2128.910000 sec): 3 clusters
  Score: Raw -300240.989467 + Penalty 2708.390980 = -297532.598486
  nChanged 286
		SP:Iteration 4F (2129.160000 sec): 3 clusters
  Score: Raw -300597.679064 + Penalty 2708.390980 = -297889.288084
  nChanged 166
		SP:Iteration 5Q (2129.340000 sec): 3 clusters
  Score: Raw -300806.143023 + Penalty 2708.390980 = -298097.752043
  nChanged 124
		SP:Iteration 6Q (2129.550000 sec): 3 clusters
  Score: Raw -300934.648948 + Penalty 2708.390980 = -298226.257968
  nChanged 92
		SP:Iteration 7Q (2129.750000 sec): 3 clusters
  Score: Raw -301002.798867 + Penalty 2708.390980 = -298294.407887
  nChanged 58
		SP:Iteration 8Q (2129.960000 sec): 3 clusters
  Score: Raw -301034.296657 + Penalty 2708.390980 = -298325.905676
  nChanged 44
		SP:Iteration 9Q (2130.170000 sec): 3 clusters
  Score: Raw -301059.963253 + Penalty 2708.390980 = -298351.572273
  nChanged 29
		SP:Iteration 10Q (2130.360000 sec): 3 clusters
  Score: Raw -301087.418531 + Penalty 2708.390980 = -298379.027551
  nChanged 27
		SP:Iteration 11Q (2130.520000 sec): 3 clusters
  Score: Raw -301110.902712 + Penalty 2708.390980 = -298402.511732
  nChanged 33
		SP:Iteration 12Q (2130.700000 sec): 3 clusters
  Score: Raw -301133.040942 + Penalty 2708.390980 = -298424.649961
  nChanged 31
		SP:Iteration 13Q (2130.890000 sec): 3 clusters
  Score: Raw -301153.857098 + Penalty 2708.390980 = -298445.466117
  nChanged 26
		SP:Iteration 14Q (2131.080000 sec): 3 clusters
  Score: Raw -301172.185794 + Penalty 2708.390980 = -298463.794813
  nChanged 23
		SP:Iteration 15Q (2131.270000 sec): 3 clusters
  Score: Raw -301188.352549 + Penalty 2708.390980 = -298479.961569
  nChanged 25
		SP:Iteration 16Q (2131.440000 sec): 3 clusters
  Score: Raw -301208.257172 + Penalty 2708.390980 = -298499.866192
  nChanged 26
		SP:Iteration 17Q (2131.620000 sec): 3 clusters
  Score: Raw -301232.446177 + Penalty 2708.390980 = -298524.055197
  nChanged 28
		SP:Iteration 18Q (2131.870000 sec): 3 clusters
  Score: Raw -301255.419246 + Penalty 2708.390980 = -298547.028265
  nChanged 33
		SP:Iteration 19Q (2132.080000 sec): 3 clusters
  Score: Raw -301288.525317 + Penalty 2708.390980 = -298580.134337
  nChanged 28
		SP:Iteration 20F (2132.260000 sec): 3 clusters
  Score: Raw -301333.197291 + Penalty 2708.390980 = -298624.806310
  nChanged 31
		SP:Iteration 21Q (2132.480000 sec): 3 clusters
  Score: Raw -301365.376359 + Penalty 2708.390980 = -298656.985378
  nChanged 29
		SP:Iteration 22Q (2132.720000 sec): 3 clusters
  Score: Raw -301383.021034 + Penalty 2708.390980 = -298674.630053
  nChanged 24
		SP:Iteration 23Q (2132.910000 sec): 3 clusters
  Score: Raw -301397.627525 + Penalty 2708.390980 = -298689.236545
  nChanged 20
		SP:Iteration 24Q (2133.130000 sec): 3 clusters
  Score: Raw -301419.901048 + Penalty 2708.390980 = -298711.510068
  nChanged 28
		SP:Iteration 25Q (2133.310000 sec): 3 clusters
  Score: Raw -301462.163431 + Penalty 2708.390980 = -298753.772451
  nChanged 26
		SP:Iteration 26Q (2133.500000 sec): 3 clusters
  Score: Raw -301488.444108 + Penalty 2708.390980 = -298780.053127
  nChanged 24
		SP:Iteration 27Q (2133.710000 sec): 3 clusters
  Score: Raw -301509.485078 + Penalty 2708.390980 = -298801.094098
  nChanged 22
		SP:Iteration 28Q (2133.880000 sec): 3 clusters
  Score: Raw -301528.259504 + Penalty 2708.390980 = -298819.868524
  nChanged 29
		SP:Iteration 29Q (2134.080000 sec): 3 clusters
  Score: Raw -301541.907445 + Penalty 2708.390980 = -298833.516465
  nChanged 18
		SP:Iteration 30Q (2134.260000 sec): 3 clusters
  Score: Raw -301549.353133 + Penalty 2708.390980 = -298840.962153
  nChanged 10
		SP:Iteration 31Q (2134.420000 sec): 3 clusters
  Score: Raw -301555.843213 + Penalty 2708.390980 = -298847.452233
  nChanged 14
		SP:Iteration 32Q (2134.590000 sec): 3 clusters
  Score: Raw -301570.813804 + Penalty 2708.390980 = -298862.422823
  nChanged 19
		SP:Iteration 33Q (2134.780000 sec): 3 clusters
  Score: Raw -301587.415698 + Penalty 2708.390980 = -298879.024718
  nChanged 14
		SP:Iteration 34Q (2134.940000 sec): 3 clusters
  Score: Raw -301595.070809 + Penalty 2708.390980 = -298886.679829
  nChanged 11
		SP:Iteration 35Q (2135.150000 sec): 3 clusters
  Score: Raw -301601.398816 + Penalty 2708.390980 = -298893.007835
  nChanged 9
		SP:Iteration 36Q (2135.320000 sec): 3 clusters
  Score: Raw -301606.055402 + Penalty 2708.390980 = -298897.664422
  nChanged 9
		SP:Iteration 37Q (2135.510000 sec): 3 clusters
  Score: Raw -301610.151748 + Penalty 2708.390980 = -298901.760767
  nChanged 4
		SP:Iteration 38Q (2135.720000 sec): 3 clusters
  Score: Raw -301611.309402 + Penalty 2708.390980 = -298902.918421
  nChanged 6
		SP:Iteration 39Q (2135.880000 sec): 3 clusters
  Score: Raw -301613.283658 + Penalty 2708.390980 = -298904.892678
  nChanged 1
		SP:Iteration 40F (2136.060000 sec): 3 clusters
  Score: Raw -301613.750021 + Penalty 2708.390980 = -298905.359040
  nChanged 4
		SP:Iteration 41Q (2136.230000 sec): 3 clusters
  Score: Raw -301614.695504 + Penalty 2708.390980 = -298906.304524
  nChanged 6
		SP:Iteration 42Q (2136.420000 sec): 3 clusters
  Score: Raw -301615.843790 + Penalty 2708.390980 = -298907.452810
  nChanged 3
		SP:Iteration 43Q (2136.630000 sec): 3 clusters
  Score: Raw -301616.658985 + Penalty 2708.390980 = -298908.268004
  nChanged 4
		SP:Iteration 44Q (2136.800000 sec): 3 clusters
  Score: Raw -301617.194130 + Penalty 2708.390980 = -298908.803149
  nChanged 2
		SP:Iteration 45Q (2136.990000 sec): 3 clusters
  Score: Raw -301617.471169 + Penalty 2708.390980 = -298909.080189
  nChanged 1
		SP:Iteration 46Q (2137.210000 sec): 3 clusters
  Score: Raw -301617.912628 + Penalty 2708.390980 = -298909.521648
  nChanged 2
		SP:Iteration 47Q (2137.410000 sec): 3 clusters
  Score: Raw -301618.172857 + Penalty 2708.390980 = -298909.781876
  nChanged 3
		SP:Iteration 48Q (2137.570000 sec): 3 clusters
  Score: Raw -301619.128383 + Penalty 2708.390980 = -298910.737403
  nChanged 4
		SP:Iteration 49Q (2137.740000 sec): 3 clusters
  Score: Raw -301620.685069 + Penalty 2708.390980 = -298912.294088
  nChanged 1
		SP:Iteration 50Q (2137.880000 sec): 3 clusters
  Score: Raw -301620.818228 + Penalty 2708.390980 = -298912.427248
  nChanged 0
		SP:Iteration 51F (2138.060000 sec): 3 clusters
  Score: Raw -301620.818228 + Penalty 2708.390980 = -298912.427248
  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 5.74 GB.

 Trying to split cluster 14 (124452 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2138.640000 sec): 2 clusters
  Score: Raw -11202740.657465 + Penalty 1906.397249 = -11200834.260216
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2139.350000 sec): 3 clusters
  Score: Raw -11121481.226289 + Penalty 3812.794498 = -11117668.431791
  nChanged 59668
		SP:Iteration 1F (2140.030000 sec): 3 clusters
  Score: Raw -11157348.055114 + Penalty 3812.794498 = -11153535.260616
  nChanged 6059
		SP:Iteration 2Q (2140.780000 sec): 3 clusters
  Score: Raw -11159937.221766 + Penalty 3812.794498 = -11156124.427268
  nChanged 7688
		SP:Iteration 3F (2141.550000 sec): 3 clusters
  Score: Raw -11164127.634817 + Penalty 3812.794498 = -11160314.840319
  nChanged 9182
		SP:Iteration 4F (2142.310000 sec): 3 clusters
  Score: Raw -11170220.086109 + Penalty 3812.794498 = -11166407.291611
  nChanged 9822
		SP:Iteration 5F (2143.010000 sec): 3 clusters
  Score: Raw -11177626.264369 + Penalty 3812.794498 = -11173813.469871
  nChanged 9212
		SP:Iteration 6F (2143.710000 sec): 3 clusters
  Score: Raw -11185185.364655 + Penalty 3812.794498 = -11181372.570157
  nChanged 7727
		SP:Iteration 7F (2144.420000 sec): 3 clusters
  Score: Raw -11191975.193620 + Penalty 3812.794498 = -11188162.399122
  nChanged 5640
		SP:Iteration 8Q (2145.200000 sec): 3 clusters
  Score: Raw -11197068.729233 + Penalty 3812.794498 = -11193255.934735
  nChanged 3393
		SP:Iteration 9Q (2146.050000 sec): 3 clusters
  Score: Raw -11200124.224813 + Penalty 3812.794498 = -11196311.430315
  nChanged 1754
		SP:Iteration 10Q (2146.800000 sec): 3 clusters
  Score: Raw -11201694.853587 + Penalty 3812.794498 = -11197882.059089
  nChanged 804
		SP:Iteration 11Q (2147.490000 sec): 3 clusters
  Score: Raw -11202478.948131 + Penalty 3812.794498 = -11198666.153633
  nChanged 370
		SP:Iteration 12Q (2148.170000 sec): 3 clusters
  Score: Raw -11202864.372760 + Penalty 3812.794498 = -11199051.578263
  nChanged 234
		SP:Iteration 13Q (2148.820000 sec): 3 clusters
  Score: Raw -11203102.520327 + Penalty 3812.794498 = -11199289.725829
  nChanged 147
		SP:Iteration 14Q (2149.510000 sec): 3 clusters
  Score: Raw -11203256.382477 + Penalty 3812.794498 = -11199443.587979
  nChanged 138
		SP:Iteration 15Q (2150.220000 sec): 3 clusters
  Score: Raw -11203387.970659 + Penalty 3812.794498 = -11199575.176161
  nChanged 112
		SP:Iteration 16Q (2150.840000 sec): 3 clusters
  Score: Raw -11203493.501046 + Penalty 3812.794498 = -11199680.706548
  nChanged 99
		SP:Iteration 17Q (2151.490000 sec): 3 clusters
  Score: Raw -11203572.927301 + Penalty 3812.794498 = -11199760.132803
  nChanged 80
		SP:Iteration 18Q (2152.150000 sec): 3 clusters
  Score: Raw -11203640.760216 + Penalty 3812.794498 = -11199827.965718
  nChanged 87
		SP:Iteration 19Q (2152.790000 sec): 3 clusters
  Score: Raw -11203705.640523 + Penalty 3812.794498 = -11199892.846025
  nChanged 83
		SP:Iteration 20F (2153.590000 sec): 3 clusters
  Score: Raw -11203760.887803 + Penalty 3812.794498 = -11199948.093305
  nChanged 60
		SP:Iteration 21Q (2154.290000 sec): 3 clusters
  Score: Raw -11203794.148528 + Penalty 3812.794498 = -11199981.354030
  nChanged 45
		SP:Iteration 22Q (2155.040000 sec): 3 clusters
  Score: Raw -11203816.743991 + Penalty 3812.794498 = -11200003.949493
  nChanged 42
		SP:Iteration 23Q (2155.680000 sec): 3 clusters
  Score: Raw -11203834.069357 + Penalty 3812.794498 = -11200021.274859
  nChanged 31
		SP:Iteration 24Q (2156.370000 sec): 3 clusters
  Score: Raw -11203849.552882 + Penalty 3812.794498 = -11200036.758384
  nChanged 26
		SP:Iteration 25Q (2157.000000 sec): 3 clusters
  Score: Raw -11203859.454552 + Penalty 3812.794498 = -11200046.660054
  nChanged 19
		SP:Iteration 26Q (2157.690000 sec): 3 clusters
  Score: Raw -11203865.288570 + Penalty 3812.794498 = -11200052.494072
  nChanged 12
		SP:Iteration 27Q (2158.360000 sec): 3 clusters
  Score: Raw -11203868.592422 + Penalty 3812.794498 = -11200055.797924
  nChanged 10
		SP:Iteration 28Q (2158.990000 sec): 3 clusters
  Score: Raw -11203871.345278 + Penalty 3812.794498 = -11200058.550781
  nChanged 12
		SP:Iteration 29Q (2159.600000 sec): 3 clusters
  Score: Raw -11203874.454194 + Penalty 3812.794498 = -11200061.659696
  nChanged 5
		SP:Iteration 30Q (2160.210000 sec): 3 clusters
  Score: Raw -11203875.768958 + Penalty 3812.794498 = -11200062.974460
  nChanged 2
		SP:Iteration 31Q (2160.840000 sec): 3 clusters
  Score: Raw -11203876.331502 + Penalty 3812.794498 = -11200063.537004
  nChanged 2
		SP:Iteration 32Q (2161.490000 sec): 3 clusters
  Score: Raw -11203876.995106 + Penalty 3812.794498 = -11200064.200608
  nChanged 3
		SP:Iteration 33Q (2162.110000 sec): 3 clusters
  Score: Raw -11203877.673408 + Penalty 3812.794498 = -11200064.878910
  nChanged 1
		SP:Iteration 34Q (2162.690000 sec): 3 clusters
  Score: Raw -11203877.777273 + Penalty 3812.794498 = -11200064.982775
  nChanged 0
		SP:Iteration 35F (2163.500000 sec): 3 clusters
  Score: Raw -11203877.777273 + Penalty 3812.794498 = -11200064.982775
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 15 (20369 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2163.750000 sec): 2 clusters
  Score: Raw -1639160.324323 + Penalty 1612.287530 = -1637548.036793
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2164.070000 sec): 3 clusters
  Score: Raw -1626961.170901 + Penalty 3224.575060 = -1623736.595840
  nChanged 9275
		SP:Iteration 1F (2164.370000 sec): 3 clusters
  Score: Raw -1633072.879174 + Penalty 3224.575060 = -1629848.304114
  nChanged 1779
		SP:Iteration 2F (2164.610000 sec): 3 clusters
  Score: Raw -1634459.300806 + Penalty 3224.575060 = -1631234.725746
  nChanged 1659
		SP:Iteration 3F (2164.940000 sec): 3 clusters
  Score: Raw -1635667.947335 + Penalty 3224.575060 = -1632443.372275
  nChanged 1482
		SP:Iteration 4F (2165.180000 sec): 3 clusters
  Score: Raw -1636638.031364 + Penalty 3224.575060 = -1633413.456304
  nChanged 1189
		SP:Iteration 5F (2165.490000 sec): 3 clusters
  Score: Raw -1637304.534649 + Penalty 3224.575060 = -1634079.959589
  nChanged 951
		SP:Iteration 6Q (2165.760000 sec): 3 clusters
  Score: Raw -1637766.778157 + Penalty 3224.575060 = -1634542.203097
  nChanged 840
		SP:Iteration 7Q (2166.100000 sec): 3 clusters
  Score: Raw -1638143.824936 + Penalty 3224.575060 = -1634919.249876
  nChanged 687
		SP:Iteration 8Q (2166.380000 sec): 3 clusters
  Score: Raw -1638401.853870 + Penalty 3224.575060 = -1635177.278810
  nChanged 506
		SP:Iteration 9Q (2166.670000 sec): 3 clusters
  Score: Raw -1638587.795885 + Penalty 3224.575060 = -1635363.220824
  nChanged 470
		SP:Iteration 10Q (2166.900000 sec): 3 clusters
  Score: Raw -1638736.136017 + Penalty 3224.575060 = -1635511.560957
  nChanged 388
		SP:Iteration 11Q (2167.200000 sec): 3 clusters
  Score: Raw -1638848.623636 + Penalty 3224.575060 = -1635624.048575
  nChanged 323
		SP:Iteration 12Q (2167.520000 sec): 3 clusters
  Score: Raw -1638941.150460 + Penalty 3224.575060 = -1635716.575400
  nChanged 279
		SP:Iteration 13Q (2167.760000 sec): 3 clusters
  Score: Raw -1639004.247676 + Penalty 3224.575060 = -1635779.672616
  nChanged 247
		SP:Iteration 14Q (2168.010000 sec): 3 clusters
  Score: Raw -1639051.592103 + Penalty 3224.575060 = -1635827.017043
  nChanged 214
		SP:Iteration 15Q (2168.300000 sec): 3 clusters
  Score: Raw -1639091.302014 + Penalty 3224.575060 = -1635866.726953
  nChanged 177
		SP:Iteration 16Q (2168.620000 sec): 3 clusters
  Score: Raw -1639123.890045 + Penalty 3224.575060 = -1635899.314985
  nChanged 139
		SP:Iteration 17Q (2168.920000 sec): 3 clusters
  Score: Raw -1639144.988897 + Penalty 3224.575060 = -1635920.413837
  nChanged 112
		SP:Iteration 18Q (2169.230000 sec): 3 clusters
  Score: Raw -1639162.759767 + Penalty 3224.575060 = -1635938.184707
  nChanged 106
		SP:Iteration 19Q (2169.540000 sec): 3 clusters
  Score: Raw -1639178.571909 + Penalty 3224.575060 = -1635953.996849
  nChanged 99
		SP:Iteration 20F (2169.760000 sec): 3 clusters
  Score: Raw -1639192.515699 + Penalty 3224.575060 = -1635967.940639
  nChanged 90
		SP:Iteration 21Q (2170.080000 sec): 3 clusters
  Score: Raw -1639204.300091 + Penalty 3224.575060 = -1635979.725031
  nChanged 75
		SP:Iteration 22Q (2170.360000 sec): 3 clusters
  Score: Raw -1639211.576262 + Penalty 3224.575060 = -1635987.001202
  nChanged 58
		SP:Iteration 23Q (2170.600000 sec): 3 clusters
  Score: Raw -1639217.337166 + Penalty 3224.575060 = -1635992.762105
  nChanged 68
		SP:Iteration 24Q (2170.880000 sec): 3 clusters
  Score: Raw -1639223.071402 + Penalty 3224.575060 = -1635998.496342
  nChanged 56
		SP:Iteration 25Q (2171.200000 sec): 3 clusters
  Score: Raw -1639226.950641 + Penalty 3224.575060 = -1636002.375581
  nChanged 41
		SP:Iteration 26Q (2171.410000 sec): 3 clusters
  Score: Raw -1639229.804835 + Penalty 3224.575060 = -1636005.229775
  nChanged 32
		SP:Iteration 27Q (2171.660000 sec): 3 clusters
  Score: Raw -1639232.116383 + Penalty 3224.575060 = -1636007.541323
  nChanged 24
		SP:Iteration 28Q (2171.890000 sec): 3 clusters
  Score: Raw -1639234.424292 + Penalty 3224.575060 = -1636009.849232
  nChanged 29
		SP:Iteration 29Q (2172.160000 sec): 3 clusters
  Score: Raw -1639236.653557 + Penalty 3224.575060 = -1636012.078497
  nChanged 24
		SP:Iteration 30Q (2172.410000 sec): 3 clusters
  Score: Raw -1639238.694077 + Penalty 3224.575060 = -1636014.119017
  nChanged 27
		SP:Iteration 31Q (2172.720000 sec): 3 clusters
  Score: Raw -1639240.895452 + Penalty 3224.575060 = -1636016.320392
  nChanged 34
		SP:Iteration 32Q (2173.040000 sec): 3 clusters
  Score: Raw -1639242.906241 + Penalty 3224.575060 = -1636018.331181
  nChanged 26
		SP:Iteration 33Q (2173.300000 sec): 3 clusters
  Score: Raw -1639244.963145 + Penalty 3224.575060 = -1636020.388085
  nChanged 34
		SP:Iteration 34Q (2173.620000 sec): 3 clusters
  Score: Raw -1639247.573196 + Penalty 3224.575060 = -1636022.998136
  nChanged 30
		SP:Iteration 35Q (2173.940000 sec): 3 clusters
  Score: Raw -1639249.776319 + Penalty 3224.575060 = -1636025.201259
  nChanged 33
		SP:Iteration 36Q (2174.240000 sec): 3 clusters
  Score: Raw -1639252.898670 + Penalty 3224.575060 = -1636028.323610
  nChanged 39
		SP:Iteration 37Q (2174.520000 sec): 3 clusters
  Score: Raw -1639257.181321 + Penalty 3224.575060 = -1636032.606261
  nChanged 39
		SP:Iteration 38Q (2174.870000 sec): 3 clusters
  Score: Raw -1639261.220238 + Penalty 3224.575060 = -1636036.645178
  nChanged 42
		SP:Iteration 39Q (2175.160000 sec): 3 clusters
  Score: Raw -1639264.905755 + Penalty 3224.575060 = -1636040.330695
  nChanged 40
		SP:Iteration 40F (2175.460000 sec): 3 clusters
  Score: Raw -1639268.116108 + Penalty 3224.575060 = -1636043.541048
  nChanged 33
		SP:Iteration 41Q (2175.800000 sec): 3 clusters
  Score: Raw -1639270.435994 + Penalty 3224.575060 = -1636045.860934
  nChanged 31
		SP:Iteration 42Q (2176.100000 sec): 3 clusters
  Score: Raw -1639272.661982 + Penalty 3224.575060 = -1636048.086921
  nChanged 31
		SP:Iteration 43Q (2176.380000 sec): 3 clusters
  Score: Raw -1639274.698484 + Penalty 3224.575060 = -1636050.123424
  nChanged 25
		SP:Iteration 44Q (2176.710000 sec): 3 clusters
  Score: Raw -1639276.406648 + Penalty 3224.575060 = -1636051.831588
  nChanged 30
		SP:Iteration 45Q (2177.000000 sec): 3 clusters
  Score: Raw -1639278.966921 + Penalty 3224.575060 = -1636054.391861
  nChanged 27
		SP:Iteration 46Q (2177.300000 sec): 3 clusters
  Score: Raw -1639280.676472 + Penalty 3224.575060 = -1636056.101412
  nChanged 20
		SP:Iteration 47Q (2177.610000 sec): 3 clusters
  Score: Raw -1639282.065847 + Penalty 3224.575060 = -1636057.490787
  nChanged 20
		SP:Iteration 48Q (2177.900000 sec): 3 clusters
  Score: Raw -1639283.174338 + Penalty 3224.575060 = -1636058.599278
  nChanged 20
		SP:Iteration 49Q (2178.190000 sec): 3 clusters
  Score: Raw -1639284.539090 + Penalty 3224.575060 = -1636059.964029
  nChanged 24
		SP:Iteration 50Q (2178.480000 sec): 3 clusters
  Score: Raw -1639286.111723 + Penalty 3224.575060 = -1636061.536662
  nChanged 16
		SP:Iteration 51Q (2178.760000 sec): 3 clusters
  Score: Raw -1639287.356318 + Penalty 3224.575060 = -1636062.781258
  nChanged 25
		SP:Iteration 52Q (2179.020000 sec): 3 clusters
  Score: Raw -1639289.027032 + Penalty 3224.575060 = -1636064.451971
  nChanged 25
		SP:Iteration 53Q (2179.280000 sec): 3 clusters
  Score: Raw -1639291.249125 + Penalty 3224.575060 = -1636066.674065
  nChanged 32
		SP:Iteration 54Q (2179.530000 sec): 3 clusters
  Score: Raw -1639294.678353 + Penalty 3224.575060 = -1636070.103293
  nChanged 34
		SP:Iteration 55Q (2179.820000 sec): 3 clusters
  Score: Raw -1639298.021488 + Penalty 3224.575060 = -1636073.446428
  nChanged 29
		SP:Iteration 56Q (2180.100000 sec): 3 clusters
  Score: Raw -1639301.572103 + Penalty 3224.575060 = -1636076.997043
  nChanged 45
		SP:Iteration 57Q (2180.390000 sec): 3 clusters
  Score: Raw -1639306.323651 + Penalty 3224.575060 = -1636081.748591
  nChanged 39
		SP:Iteration 58Q (2180.670000 sec): 3 clusters
  Score: Raw -1639310.001668 + Penalty 3224.575060 = -1636085.426608
  nChanged 44
		SP:Iteration 59Q (2180.950000 sec): 3 clusters
  Score: Raw -1639314.674893 + Penalty 3224.575060 = -1636090.099833
  nChanged 41
		SP:Iteration 60F (2181.230000 sec): 3 clusters
  Score: Raw -1639318.702738 + Penalty 3224.575060 = -1636094.127677
  nChanged 44
		SP:Iteration 61Q (2181.500000 sec): 3 clusters
  Score: Raw -1639322.799716 + Penalty 3224.575060 = -1636098.224656
  nChanged 52
		SP:Iteration 62Q (2181.830000 sec): 3 clusters
  Score: Raw -1639326.582074 + Penalty 3224.575060 = -1636102.007014
  nChanged 42
		SP:Iteration 63Q (2182.090000 sec): 3 clusters
  Score: Raw -1639330.710271 + Penalty 3224.575060 = -1636106.135210
  nChanged 50
		SP:Iteration 64Q (2182.430000 sec): 3 clusters
  Score: Raw -1639335.825668 + Penalty 3224.575060 = -1636111.250608
  nChanged 54
		SP:Iteration 65Q (2182.700000 sec): 3 clusters
  Score: Raw -1639342.626609 + Penalty 3224.575060 = -1636118.051549
  nChanged 64
		SP:Iteration 66Q (2183.010000 sec): 3 clusters
  Score: Raw -1639350.896606 + Penalty 3224.575060 = -1636126.321546
  nChanged 64
		SP:Iteration 67Q (2183.310000 sec): 3 clusters
  Score: Raw -1639362.528265 + Penalty 3224.575060 = -1636137.953205
  nChanged 80
		SP:Iteration 68Q (2183.630000 sec): 3 clusters
  Score: Raw -1639376.696676 + Penalty 3224.575060 = -1636152.121616
  nChanged 95
		SP:Iteration 69Q (2183.940000 sec): 3 clusters
  Score: Raw -1639393.335336 + Penalty 3224.575060 = -1636168.760276
  nChanged 104
		SP:Iteration 70Q (2184.230000 sec): 3 clusters
  Score: Raw -1639413.010567 + Penalty 3224.575060 = -1636188.435507
  nChanged 114
		SP:Iteration 71Q (2184.560000 sec): 3 clusters
  Score: Raw -1639436.168434 + Penalty 3224.575060 = -1636211.593374
  nChanged 133
		SP:Iteration 72Q (2184.860000 sec): 3 clusters
  Score: Raw -1639464.526707 + Penalty 3224.575060 = -1636239.951646
  nChanged 139
		SP:Iteration 73Q (2185.160000 sec): 3 clusters
  Score: Raw -1639494.177559 + Penalty 3224.575060 = -1636269.602499
  nChanged 147
		SP:Iteration 74Q (2185.450000 sec): 3 clusters
  Score: Raw -1639529.198522 + Penalty 3224.575060 = -1636304.623462
  nChanged 162
		SP:Iteration 75Q (2185.750000 sec): 3 clusters
  Score: Raw -1639561.975478 + Penalty 3224.575060 = -1636337.400418
  nChanged 144
		SP:Iteration 76Q (2186.050000 sec): 3 clusters
  Score: Raw -1639595.342249 + Penalty 3224.575060 = -1636370.767188
  nChanged 159
		SP:Iteration 77Q (2186.330000 sec): 3 clusters
  Score: Raw -1639633.536773 + Penalty 3224.575060 = -1636408.961713
  nChanged 155
		SP:Iteration 78Q (2186.610000 sec): 3 clusters
  Score: Raw -1639664.658523 + Penalty 3224.575060 = -1636440.083463
  nChanged 141
		SP:Iteration 79Q (2186.880000 sec): 3 clusters
  Score: Raw -1639691.496073 + Penalty 3224.575060 = -1636466.921012
  nChanged 122
		SP:Iteration 80F (2187.230000 sec): 3 clusters
  Score: Raw -1639712.809473 + Penalty 3224.575060 = -1636488.234413
  nChanged 112
		SP:Iteration 81Q (2187.500000 sec): 3 clusters
  Score: Raw -1639732.175237 + Penalty 3224.575060 = -1636507.600177
  nChanged 88
		SP:Iteration 82Q (2187.770000 sec): 3 clusters
  Score: Raw -1639743.389350 + Penalty 3224.575060 = -1636518.814289
  nChanged 87
		SP:Iteration 83Q (2188.080000 sec): 3 clusters
  Score: Raw -1639754.653778 + Penalty 3224.575060 = -1636530.078718
  nChanged 73
		SP:Iteration 84Q (2188.330000 sec): 3 clusters
  Score: Raw -1639763.868504 + Penalty 3224.575060 = -1636539.293444
  nChanged 76
		SP:Iteration 85Q (2188.650000 sec): 3 clusters
  Score: Raw -1639772.578584 + Penalty 3224.575060 = -1636548.003524
  nChanged 73
		SP:Iteration 86Q (2188.950000 sec): 3 clusters
  Score: Raw -1639780.937571 + Penalty 3224.575060 = -1636556.362511
  nChanged 66
		SP:Iteration 87Q (2189.190000 sec): 3 clusters
  Score: Raw -1639788.198856 + Penalty 3224.575060 = -1636563.623796
  nChanged 58
		SP:Iteration 88Q (2189.510000 sec): 3 clusters
  Score: Raw -1639793.478629 + Penalty 3224.575060 = -1636568.903569
  nChanged 44
		SP:Iteration 89Q (2189.780000 sec): 3 clusters
  Score: Raw -1639796.788420 + Penalty 3224.575060 = -1636572.213360
  nChanged 30
		SP:Iteration 90Q (2190.110000 sec): 3 clusters
  Score: Raw -1639799.046542 + Penalty 3224.575060 = -1636574.471482
  nChanged 24
		SP:Iteration 91Q (2190.450000 sec): 3 clusters
  Score: Raw -1639800.637897 + Penalty 3224.575060 = -1636576.062837
  nChanged 16
		SP:Iteration 92Q (2190.730000 sec): 3 clusters
  Score: Raw -1639801.536565 + Penalty 3224.575060 = -1636576.961505
  nChanged 19
		SP:Iteration 93Q (2191.060000 sec): 3 clusters
  Score: Raw -1639802.459026 + Penalty 3224.575060 = -1636577.883965
  nChanged 13
		SP:Iteration 94Q (2191.350000 sec): 3 clusters
  Score: Raw -1639803.190659 + Penalty 3224.575060 = -1636578.615599
  nChanged 17
		SP:Iteration 95Q (2191.600000 sec): 3 clusters
  Score: Raw -1639804.432814 + Penalty 3224.575060 = -1636579.857753
  nChanged 11
		SP:Iteration 96Q (2191.890000 sec): 3 clusters
  Score: Raw -1639805.273517 + Penalty 3224.575060 = -1636580.698456
  nChanged 14
		SP:Iteration 97Q (2192.190000 sec): 3 clusters
  Score: Raw -1639806.494366 + Penalty 3224.575060 = -1636581.919305
  nChanged 18
		SP:Iteration 98Q (2192.510000 sec): 3 clusters
  Score: Raw -1639807.574939 + Penalty 3224.575060 = -1636582.999879
  nChanged 17
		SP:Iteration 99Q (2192.790000 sec): 3 clusters
  Score: Raw -1639808.521838 + Penalty 3224.575060 = -1636583.946778
  nChanged 7
		SP:Iteration 100F (2193.110000 sec): 3 clusters
  Score: Raw -1639808.884797 + Penalty 3224.575060 = -1636584.309737
  nChanged 8
		SP:Iteration 101Q (2193.470000 sec): 3 clusters
  Score: Raw -1639809.193550 + Penalty 3224.575060 = -1636584.618490
  nChanged 8
		SP:Iteration 102Q (2193.760000 sec): 3 clusters
  Score: Raw -1639809.554320 + Penalty 3224.575060 = -1636584.979259
  nChanged 5
		SP:Iteration 103Q (2194.040000 sec): 3 clusters
  Score: Raw -1639809.855743 + Penalty 3224.575060 = -1636585.280683
  nChanged 4
		SP:Iteration 104Q (2194.300000 sec): 3 clusters
  Score: Raw -1639810.055227 + Penalty 3224.575060 = -1636585.480167
  nChanged 3
		SP:Iteration 105Q (2194.590000 sec): 3 clusters
  Score: Raw -1639810.219463 + Penalty 3224.575060 = -1636585.644403
  nChanged 3
		SP:Iteration 106Q (2194.850000 sec): 3 clusters
  Score: Raw -1639810.406995 + Penalty 3224.575060 = -1636585.831935
  nChanged 2
		SP:Iteration 107Q (2195.120000 sec): 3 clusters
  Score: Raw -1639810.584880 + Penalty 3224.575060 = -1636586.009820
  nChanged 1
		SP:Iteration 108Q (2195.410000 sec): 3 clusters
  Score: Raw -1639810.629342 + Penalty 3224.575060 = -1636586.054282
  nChanged 1
		SP:Iteration 109Q (2195.660000 sec): 3 clusters
  Score: Raw -1639810.671624 + Penalty 3224.575060 = -1636586.096564
  nChanged 1
		SP:Iteration 110Q (2195.980000 sec): 3 clusters
  Score: Raw -1639810.703134 + Penalty 3224.575060 = -1636586.128073
  nChanged 1
		SP:Iteration 111Q (2196.290000 sec): 3 clusters
  Score: Raw -1639810.749592 + Penalty 3224.575060 = -1636586.174531
  nChanged 0
		SP:Iteration 112F (2196.570000 sec): 3 clusters
  Score: Raw -1639810.749592 + Penalty 3224.575060 = -1636586.174531
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 16 (9778 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2196.720000 sec): 2 clusters
  Score: Raw -772550.878204 + Penalty 1493.032165 = -771057.846039
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2196.950000 sec): 3 clusters
  Score: Raw -767125.797834 + Penalty 2986.064329 = -764139.733505
  nChanged 4218
		SP:Iteration 1F (2197.160000 sec): 3 clusters
  Score: Raw -770548.099163 + Penalty 2986.064329 = -767562.034834
  nChanged 1215
		SP:Iteration 2F (2197.440000 sec): 3 clusters
  Score: Raw -772262.320976 + Penalty 2986.064329 = -769276.256647
  nChanged 1057
		SP:Iteration 3F (2197.690000 sec): 3 clusters
  Score: Raw -773659.983172 + Penalty 2986.064329 = -770673.918843
  nChanged 757
		SP:Iteration 4F (2197.860000 sec): 3 clusters
  Score: Raw -774584.579847 + Penalty 2986.064329 = -771598.515518
  nChanged 524
		SP:Iteration 5F (2198.100000 sec): 3 clusters
  Score: Raw -775320.247078 + Penalty 2986.064329 = -772334.182749
  nChanged 483
		SP:Iteration 6Q (2198.330000 sec): 3 clusters
  Score: Raw -776226.486498 + Penalty 2986.064329 = -773240.422169
  nChanged 429
		SP:Iteration 7Q (2198.540000 sec): 3 clusters
  Score: Raw -777324.298099 + Penalty 2986.064329 = -774338.233770
  nChanged 353
		SP:Iteration 8Q (2198.820000 sec): 3 clusters
  Score: Raw -778272.989356 + Penalty 2986.064329 = -775286.925027
  nChanged 277
		SP:Iteration 9Q (2199.030000 sec): 3 clusters
  Score: Raw -778695.786961 + Penalty 2986.064329 = -775709.722632
  nChanged 161
		SP:Iteration 10Q (2199.290000 sec): 3 clusters
  Score: Raw -778820.240494 + Penalty 2986.064329 = -775834.176165
  nChanged 148
		SP:Iteration 11Q (2199.530000 sec): 3 clusters
  Score: Raw -778959.265207 + Penalty 2986.064329 = -775973.200878
  nChanged 123
		SP:Iteration 12Q (2199.800000 sec): 3 clusters
  Score: Raw -779112.050352 + Penalty 2986.064329 = -776125.986023
  nChanged 124
		SP:Iteration 13Q (2200.030000 sec): 3 clusters
  Score: Raw -779305.929765 + Penalty 2986.064329 = -776319.865436
  nChanged 119
		SP:Iteration 14Q (2200.250000 sec): 3 clusters
  Score: Raw -779548.816429 + Penalty 2986.064329 = -776562.752100
  nChanged 122
		SP:Iteration 15Q (2200.460000 sec): 3 clusters
  Score: Raw -779956.397511 + Penalty 2986.064329 = -776970.333182
  nChanged 112
		SP:Iteration 16Q (2200.720000 sec): 3 clusters
  Score: Raw -780548.591990 + Penalty 2986.064329 = -777562.527661
  nChanged 88
		SP:Iteration 17Q (2200.910000 sec): 3 clusters
  Score: Raw -781273.163716 + Penalty 2986.064329 = -778287.099387
  nChanged 47
		SP:Iteration 18Q (2201.160000 sec): 3 clusters
  Score: Raw -781633.143271 + Penalty 2986.064329 = -778647.078942
  nChanged 25
		SP:Iteration 19Q (2201.400000 sec): 3 clusters
  Score: Raw -781663.728852 + Penalty 2986.064329 = -778677.664523
  nChanged 12
		SP:Iteration 20F (2201.620000 sec): 3 clusters
  Score: Raw -781672.415432 + Penalty 2986.064329 = -778686.351103
  nChanged 7
		SP:Iteration 21Q (2201.850000 sec): 3 clusters
  Score: Raw -781677.122341 + Penalty 2986.064329 = -778691.058012
  nChanged 5
		SP:Iteration 22Q (2202.080000 sec): 3 clusters
  Score: Raw -781679.384565 + Penalty 2986.064329 = -778693.320236
  nChanged 5
		SP:Iteration 23Q (2202.330000 sec): 3 clusters
  Score: Raw -781682.788157 + Penalty 2986.064329 = -778696.723828
  nChanged 5
		SP:Iteration 24Q (2202.460000 sec): 3 clusters
  Score: Raw -781684.784979 + Penalty 2986.064329 = -778698.720650
  nChanged 0
		SP:Iteration 25F (2202.660000 sec): 3 clusters
  Score: Raw -781684.784979 + Penalty 2986.064329 = -778698.720650
  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 5.74 GB.

 Trying to split cluster 17 (13328 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2202.800000 sec): 2 clusters
  Score: Raw -1129510.749212 + Penalty 1543.363634 = -1127967.385578
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2203.070000 sec): 3 clusters
  Score: Raw -1121894.960823 + Penalty 3086.727268 = -1118808.233554
  nChanged 5857
		SP:Iteration 1F (2203.380000 sec): 3 clusters
  Score: Raw -1125759.857781 + Penalty 3086.727268 = -1122673.130512
  nChanged 1322
		SP:Iteration 2F (2203.570000 sec): 3 clusters
  Score: Raw -1127134.339466 + Penalty 3086.727268 = -1124047.612197
  nChanged 1343
		SP:Iteration 3F (2203.840000 sec): 3 clusters
  Score: Raw -1128732.136586 + Penalty 3086.727268 = -1125645.409318
  nChanged 1164
		SP:Iteration 4F (2204.110000 sec): 3 clusters
  Score: Raw -1129970.336144 + Penalty 3086.727268 = -1126883.608876
  nChanged 897
		SP:Iteration 5F (2204.400000 sec): 3 clusters
  Score: Raw -1130553.984473 + Penalty 3086.727268 = -1127467.257204
  nChanged 498
		SP:Iteration 6Q (2204.670000 sec): 3 clusters
  Score: Raw -1130751.983463 + Penalty 3086.727268 = -1127665.256195
  nChanged 286
		SP:Iteration 7Q (2204.950000 sec): 3 clusters
  Score: Raw -1130838.386273 + Penalty 3086.727268 = -1127751.659004
  nChanged 208
		SP:Iteration 8Q (2205.200000 sec): 3 clusters
  Score: Raw -1130887.993222 + Penalty 3086.727268 = -1127801.265953
  nChanged 140
		SP:Iteration 9Q (2205.420000 sec): 3 clusters
  Score: Raw -1130923.030368 + Penalty 3086.727268 = -1127836.303100
  nChanged 133
		SP:Iteration 10Q (2205.670000 sec): 3 clusters
  Score: Raw -1130947.470268 + Penalty 3086.727268 = -1127860.742999
  nChanged 90
		SP:Iteration 11Q (2205.920000 sec): 3 clusters
  Score: Raw -1130961.854774 + Penalty 3086.727268 = -1127875.127505
  nChanged 69
		SP:Iteration 12Q (2206.160000 sec): 3 clusters
  Score: Raw -1130971.623350 + Penalty 3086.727268 = -1127884.896082
  nChanged 54
		SP:Iteration 13Q (2206.420000 sec): 3 clusters
  Score: Raw -1130981.237879 + Penalty 3086.727268 = -1127894.510611
  nChanged 57
		SP:Iteration 14Q (2206.640000 sec): 3 clusters
  Score: Raw -1130990.168132 + Penalty 3086.727268 = -1127903.440863
  nChanged 45
		SP:Iteration 15Q (2206.850000 sec): 3 clusters
  Score: Raw -1130996.223221 + Penalty 3086.727268 = -1127909.495953
  nChanged 38
		SP:Iteration 16Q (2207.120000 sec): 3 clusters
  Score: Raw -1131002.100087 + Penalty 3086.727268 = -1127915.372818
  nChanged 38
		SP:Iteration 17Q (2207.390000 sec): 3 clusters
  Score: Raw -1131007.496574 + Penalty 3086.727268 = -1127920.769305
  nChanged 37
		SP:Iteration 18Q (2207.640000 sec): 3 clusters
  Score: Raw -1131014.005714 + Penalty 3086.727268 = -1127927.278445
  nChanged 35
		SP:Iteration 19Q (2207.930000 sec): 3 clusters
  Score: Raw -1131019.651072 + Penalty 3086.727268 = -1127932.923804
  nChanged 32
		SP:Iteration 20F (2208.180000 sec): 3 clusters
  Score: Raw -1131024.285058 + Penalty 3086.727268 = -1127937.557789
  nChanged 34
		SP:Iteration 21Q (2208.400000 sec): 3 clusters
  Score: Raw -1131027.831523 + Penalty 3086.727268 = -1127941.104255
  nChanged 23
		SP:Iteration 22Q (2208.660000 sec): 3 clusters
  Score: Raw -1131030.115118 + Penalty 3086.727268 = -1127943.387850
  nChanged 26
		SP:Iteration 23Q (2208.920000 sec): 3 clusters
  Score: Raw -1131032.835378 + Penalty 3086.727268 = -1127946.108110
  nChanged 19
		SP:Iteration 24Q (2209.160000 sec): 3 clusters
  Score: Raw -1131034.417915 + Penalty 3086.727268 = -1127947.690647
  nChanged 12
		SP:Iteration 25Q (2209.430000 sec): 3 clusters
  Score: Raw -1131035.532735 + Penalty 3086.727268 = -1127948.805466
  nChanged 15
		SP:Iteration 26Q (2209.670000 sec): 3 clusters
  Score: Raw -1131036.722921 + Penalty 3086.727268 = -1127949.995652
  nChanged 14
		SP:Iteration 27Q (2209.950000 sec): 3 clusters
  Score: Raw -1131037.636256 + Penalty 3086.727268 = -1127950.908987
  nChanged 12
		SP:Iteration 28Q (2210.200000 sec): 3 clusters
  Score: Raw -1131038.540713 + Penalty 3086.727268 = -1127951.813444
  nChanged 7
		SP:Iteration 29Q (2210.420000 sec): 3 clusters
  Score: Raw -1131038.745887 + Penalty 3086.727268 = -1127952.018618
  nChanged 1
		SP:Iteration 30Q (2210.680000 sec): 3 clusters
  Score: Raw -1131038.768824 + Penalty 3086.727268 = -1127952.041556
  nChanged 2
		SP:Iteration 31Q (2210.930000 sec): 3 clusters
  Score: Raw -1131038.984828 + Penalty 3086.727268 = -1127952.257560
  nChanged 3
		SP:Iteration 32Q (2211.200000 sec): 3 clusters
  Score: Raw -1131039.315705 + Penalty 3086.727268 = -1127952.588437
  nChanged 3
		SP:Iteration 33Q (2211.500000 sec): 3 clusters
  Score: Raw -1131039.703884 + Penalty 3086.727268 = -1127952.976615
  nChanged 3
		SP:Iteration 34Q (2211.700000 sec): 3 clusters
  Score: Raw -1131040.071273 + Penalty 3086.727268 = -1127953.344005
  nChanged 3
		SP:Iteration 35Q (2211.920000 sec): 3 clusters
  Score: Raw -1131040.290554 + Penalty 3086.727268 = -1127953.563286
  nChanged 3
		SP:Iteration 36Q (2212.230000 sec): 3 clusters
  Score: Raw -1131040.463479 + Penalty 3086.727268 = -1127953.736211
  nChanged 2
		SP:Iteration 37Q (2212.460000 sec): 3 clusters
  Score: Raw -1131040.572760 + Penalty 3086.727268 = -1127953.845492
  nChanged 2
		SP:Iteration 38Q (2212.680000 sec): 3 clusters
  Score: Raw -1131040.670572 + Penalty 3086.727268 = -1127953.943304
  nChanged 0
		SP:Iteration 39F (2212.920000 sec): 3 clusters
  Score: Raw -1131040.670572 + Penalty 3086.727268 = -1127953.943304
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 18 (10742 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2213.100000 sec): 2 clusters
  Score: Raw -922217.331419 + Penalty 1508.311443 = -920709.019976
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2213.320000 sec): 3 clusters
  Score: Raw -916083.926143 + Penalty 3016.622885 = -913067.303257
  nChanged 4739
		SP:Iteration 1F (2213.510000 sec): 3 clusters
  Score: Raw -919142.065450 + Penalty 3016.622885 = -916125.442565
  nChanged 850
		SP:Iteration 2F (2213.730000 sec): 3 clusters
  Score: Raw -919847.076559 + Penalty 3016.622885 = -916830.453673
  nChanged 922
		SP:Iteration 3F (2213.940000 sec): 3 clusters
  Score: Raw -920931.779174 + Penalty 3016.622885 = -917915.156289
  nChanged 1150
		SP:Iteration 4F (2214.200000 sec): 3 clusters
  Score: Raw -922733.864080 + Penalty 3016.622885 = -919717.241194
  nChanged 1188
		SP:Iteration 5F (2214.430000 sec): 3 clusters
  Score: Raw -924463.609432 + Penalty 3016.622885 = -921446.986547
  nChanged 797
		SP:Iteration 6F (2214.660000 sec): 3 clusters
  Score: Raw -925415.076809 + Penalty 3016.622885 = -922398.453924
  nChanged 491
		SP:Iteration 7Q (2214.850000 sec): 3 clusters
  Score: Raw -925954.729839 + Penalty 3016.622885 = -922938.106954
  nChanged 337
		SP:Iteration 8Q (2215.110000 sec): 3 clusters
  Score: Raw -926229.233439 + Penalty 3016.622885 = -923212.610553
  nChanged 224
		SP:Iteration 9Q (2215.320000 sec): 3 clusters
  Score: Raw -926383.978244 + Penalty 3016.622885 = -923367.355359
  nChanged 191
		SP:Iteration 10Q (2215.560000 sec): 3 clusters
  Score: Raw -926516.554007 + Penalty 3016.622885 = -923499.931121
  nChanged 181
		SP:Iteration 11Q (2215.810000 sec): 3 clusters
  Score: Raw -926611.322214 + Penalty 3016.622885 = -923594.699329
  nChanged 152
		SP:Iteration 12Q (2216.030000 sec): 3 clusters
  Score: Raw -926674.982273 + Penalty 3016.622885 = -923658.359388
  nChanged 122
		SP:Iteration 13Q (2216.260000 sec): 3 clusters
  Score: Raw -926716.107132 + Penalty 3016.622885 = -923699.484246
  nChanged 102
		SP:Iteration 14Q (2216.480000 sec): 3 clusters
  Score: Raw -926743.539968 + Penalty 3016.622885 = -923726.917083
  nChanged 76
		SP:Iteration 15Q (2216.700000 sec): 3 clusters
  Score: Raw -926760.693918 + Penalty 3016.622885 = -923744.071033
  nChanged 56
		SP:Iteration 16Q (2216.890000 sec): 3 clusters
  Score: Raw -926774.661861 + Penalty 3016.622885 = -923758.038976
  nChanged 50
		SP:Iteration 17Q (2217.170000 sec): 3 clusters
  Score: Raw -926784.761003 + Penalty 3016.622885 = -923768.138117
  nChanged 41
		SP:Iteration 18Q (2217.380000 sec): 3 clusters
  Score: Raw -926791.369917 + Penalty 3016.622885 = -923774.747031
  nChanged 29
		SP:Iteration 19Q (2217.630000 sec): 3 clusters
  Score: Raw -926795.092658 + Penalty 3016.622885 = -923778.469772
  nChanged 21
		SP:Iteration 20F (2217.850000 sec): 3 clusters
  Score: Raw -926797.473879 + Penalty 3016.622885 = -923780.850994
  nChanged 18
		SP:Iteration 21Q (2218.050000 sec): 3 clusters
  Score: Raw -926800.221115 + Penalty 3016.622885 = -923783.598230
  nChanged 17
		SP:Iteration 22Q (2218.290000 sec): 3 clusters
  Score: Raw -926802.828362 + Penalty 3016.622885 = -923786.205477
  nChanged 16
		SP:Iteration 23Q (2218.510000 sec): 3 clusters
  Score: Raw -926804.448079 + Penalty 3016.622885 = -923787.825194
  nChanged 12
		SP:Iteration 24Q (2218.710000 sec): 3 clusters
  Score: Raw -926806.078349 + Penalty 3016.622885 = -923789.455464
  nChanged 11
		SP:Iteration 25Q (2218.940000 sec): 3 clusters
  Score: Raw -926807.258560 + Penalty 3016.622885 = -923790.635675
  nChanged 11
		SP:Iteration 26Q (2219.210000 sec): 3 clusters
  Score: Raw -926808.845836 + Penalty 3016.622885 = -923792.222951
  nChanged 7
		SP:Iteration 27Q (2219.440000 sec): 3 clusters
  Score: Raw -926809.832907 + Penalty 3016.622885 = -923793.210022
  nChanged 6
		SP:Iteration 28Q (2219.630000 sec): 3 clusters
  Score: Raw -926810.666694 + Penalty 3016.622885 = -923794.043809
  nChanged 5
		SP:Iteration 29Q (2219.860000 sec): 3 clusters
  Score: Raw -926811.255148 + Penalty 3016.622885 = -923794.632263
  nChanged 6
		SP:Iteration 30Q (2220.150000 sec): 3 clusters
  Score: Raw -926811.844428 + Penalty 3016.622885 = -923795.221543
  nChanged 6
		SP:Iteration 31Q (2220.360000 sec): 3 clusters
  Score: Raw -926812.415087 + Penalty 3016.622885 = -923795.792202
  nChanged 5
		SP:Iteration 32Q (2220.640000 sec): 3 clusters
  Score: Raw -926812.895081 + Penalty 3016.622885 = -923796.272196
  nChanged 2
		SP:Iteration 33Q (2220.870000 sec): 3 clusters
  Score: Raw -926813.062154 + Penalty 3016.622885 = -923796.439269
  nChanged 3
		SP:Iteration 34Q (2221.110000 sec): 3 clusters
  Score: Raw -926813.348393 + Penalty 3016.622885 = -923796.725508
  nChanged 4
		SP:Iteration 35Q (2221.360000 sec): 3 clusters
  Score: Raw -926813.709310 + Penalty 3016.622885 = -923797.086425
  nChanged 4
		SP:Iteration 36Q (2221.570000 sec): 3 clusters
  Score: Raw -926814.040885 + Penalty 3016.622885 = -923797.418000
  nChanged 3
		SP:Iteration 37Q (2221.770000 sec): 3 clusters
  Score: Raw -926814.340234 + Penalty 3016.622885 = -923797.717348
  nChanged 4
		SP:Iteration 38Q (2222.010000 sec): 3 clusters
  Score: Raw -926814.725537 + Penalty 3016.622885 = -923798.102651
  nChanged 5
		SP:Iteration 39Q (2222.260000 sec): 3 clusters
  Score: Raw -926815.313206 + Penalty 3016.622885 = -923798.690320
  nChanged 5
		SP:Iteration 40F (2222.430000 sec): 3 clusters
  Score: Raw -926815.947930 + Penalty 3016.622885 = -923799.325045
  nChanged 5
		SP:Iteration 41Q (2222.680000 sec): 3 clusters
  Score: Raw -926816.480507 + Penalty 3016.622885 = -923799.857621
  nChanged 1
		SP:Iteration 42Q (2222.960000 sec): 3 clusters
  Score: Raw -926816.608073 + Penalty 3016.622885 = -923799.985187
  nChanged 1
		SP:Iteration 43Q (2223.210000 sec): 3 clusters
  Score: Raw -926816.688048 + Penalty 3016.622885 = -923800.065163
  nChanged 3
		SP:Iteration 44Q (2223.430000 sec): 3 clusters
  Score: Raw -926817.259829 + Penalty 3016.622885 = -923800.636944
  nChanged 3
		SP:Iteration 45Q (2223.670000 sec): 3 clusters
  Score: Raw -926817.531062 + Penalty 3016.622885 = -923800.908177
  nChanged 4
		SP:Iteration 46Q (2223.930000 sec): 3 clusters
  Score: Raw -926817.860381 + Penalty 3016.622885 = -923801.237495
  nChanged 2
		SP:Iteration 47Q (2224.130000 sec): 3 clusters
  Score: Raw -926818.038750 + Penalty 3016.622885 = -923801.415864
  nChanged 1
		SP:Iteration 48Q (2224.380000 sec): 3 clusters
  Score: Raw -926818.141611 + Penalty 3016.622885 = -923801.518726
  nChanged 0
		SP:Iteration 49F (2224.600000 sec): 3 clusters
  Score: Raw -926818.141611 + Penalty 3016.622885 = -923801.518726
  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 5.74 GB.

 Trying to split cluster 19 (2712 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2224.760000 sec): 2 clusters
  Score: Raw -223879.409659 + Penalty 1284.634268 = -222594.775391
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2224.950000 sec): 3 clusters
  Score: Raw -222882.402081 + Penalty 2569.268536 = -220313.133545
  nChanged 1070
		SP:Iteration 1F (2225.110000 sec): 3 clusters
  Score: Raw -224288.826632 + Penalty 2569.268536 = -221719.558096
  nChanged 455
		SP:Iteration 2F (2225.310000 sec): 3 clusters
  Score: Raw -225665.338935 + Penalty 2569.268536 = -223096.070400
  nChanged 374
		SP:Iteration 3F (2225.450000 sec): 3 clusters
  Score: Raw -226958.548589 + Penalty 2569.268536 = -224389.280053
  nChanged 193
		SP:Iteration 4F (2225.650000 sec): 3 clusters
  Score: Raw -227414.002124 + Penalty 2569.268536 = -224844.733588
  nChanged 77
		SP:Iteration 5Q (2225.870000 sec): 3 clusters
  Score: Raw -227486.251340 + Penalty 2569.268536 = -224916.982804
  nChanged 38
		SP:Iteration 6Q (2226.050000 sec): 3 clusters
  Score: Raw -227530.768075 + Penalty 2569.268536 = -224961.499539
  nChanged 30
		SP:Iteration 7Q (2226.250000 sec): 3 clusters
  Score: Raw -227575.637883 + Penalty 2569.268536 = -225006.369347
  nChanged 19
		SP:Iteration 8Q (2226.430000 sec): 3 clusters
  Score: Raw -227592.845505 + Penalty 2569.268536 = -225023.576969
  nChanged 7
		SP:Iteration 9Q (2226.630000 sec): 3 clusters
  Score: Raw -227596.549484 + Penalty 2569.268536 = -225027.280948
  nChanged 4
		SP:Iteration 10Q (2226.790000 sec): 3 clusters
  Score: Raw -227598.294253 + Penalty 2569.268536 = -225029.025717
  nChanged 2
		SP:Iteration 11Q (2226.970000 sec): 3 clusters
  Score: Raw -227599.324358 + Penalty 2569.268536 = -225030.055822
  nChanged 1
		SP:Iteration 12Q (2227.160000 sec): 3 clusters
  Score: Raw -227599.585143 + Penalty 2569.268536 = -225030.316607
  nChanged 0
		SP:Iteration 13F (2227.370000 sec): 3 clusters
  Score: Raw -227599.585143 + Penalty 2569.268536 = -225030.316607
  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 5.74 GB.

 Trying to split cluster 20 (9576 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2227.530000 sec): 2 clusters
  Score: Raw -775094.281040 + Penalty 1489.639978 = -773604.641062
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2227.730000 sec): 3 clusters
  Score: Raw -769772.529639 + Penalty 2979.279955 = -766793.249684
  nChanged 4185
		SP:Iteration 1F (2227.960000 sec): 3 clusters
  Score: Raw -773071.860847 + Penalty 2979.279955 = -770092.580891
  nChanged 979
		SP:Iteration 2F (2228.170000 sec): 3 clusters
  Score: Raw -774161.933584 + Penalty 2979.279955 = -771182.653629
  nChanged 868
		SP:Iteration 3F (2228.420000 sec): 3 clusters
  Score: Raw -775104.339647 + Penalty 2979.279955 = -772125.059692
  nChanged 708
		SP:Iteration 4F (2228.650000 sec): 3 clusters
  Score: Raw -775813.111659 + Penalty 2979.279955 = -772833.831704
  nChanged 571
		SP:Iteration 5F (2228.910000 sec): 3 clusters
  Score: Raw -776294.157720 + Penalty 2979.279955 = -773314.877765
  nChanged 463
		SP:Iteration 6Q (2229.150000 sec): 3 clusters
  Score: Raw -776650.698713 + Penalty 2979.279955 = -773671.418758
  nChanged 345
		SP:Iteration 7Q (2229.410000 sec): 3 clusters
  Score: Raw -776967.066208 + Penalty 2979.279955 = -773987.786253
  nChanged 298
		SP:Iteration 8Q (2229.630000 sec): 3 clusters
  Score: Raw -777216.501921 + Penalty 2979.279955 = -774237.221966
  nChanged 236
		SP:Iteration 9Q (2229.790000 sec): 3 clusters
  Score: Raw -777448.814116 + Penalty 2979.279955 = -774469.534161
  nChanged 222
		SP:Iteration 10Q (2230.040000 sec): 3 clusters
  Score: Raw -777666.489973 + Penalty 2979.279955 = -774687.210017
  nChanged 196
		SP:Iteration 11Q (2230.270000 sec): 3 clusters
  Score: Raw -777809.301653 + Penalty 2979.279955 = -774830.021697
  nChanged 157
		SP:Iteration 12Q (2230.490000 sec): 3 clusters
  Score: Raw -777897.091418 + Penalty 2979.279955 = -774917.811463
  nChanged 109
		SP:Iteration 13Q (2230.750000 sec): 3 clusters
  Score: Raw -777955.756954 + Penalty 2979.279955 = -774976.476999
  nChanged 82
		SP:Iteration 14Q (2230.950000 sec): 3 clusters
  Score: Raw -777988.371783 + Penalty 2979.279955 = -775009.091828
  nChanged 73
		SP:Iteration 15Q (2231.130000 sec): 3 clusters
  Score: Raw -778015.040742 + Penalty 2979.279955 = -775035.760786
  nChanged 54
		SP:Iteration 16Q (2231.380000 sec): 3 clusters
  Score: Raw -778035.301538 + Penalty 2979.279955 = -775056.021583
  nChanged 46
		SP:Iteration 17Q (2231.540000 sec): 3 clusters
  Score: Raw -778050.079321 + Penalty 2979.279955 = -775070.799366
  nChanged 41
		SP:Iteration 18Q (2231.750000 sec): 3 clusters
  Score: Raw -778058.521649 + Penalty 2979.279955 = -775079.241694
  nChanged 18
		SP:Iteration 19Q (2232.000000 sec): 3 clusters
  Score: Raw -778061.291547 + Penalty 2979.279955 = -775082.011592
  nChanged 10
		SP:Iteration 20F (2232.230000 sec): 3 clusters
  Score: Raw -778063.586013 + Penalty 2979.279955 = -775084.306058
  nChanged 10
		SP:Iteration 21Q (2232.490000 sec): 3 clusters
  Score: Raw -778065.368911 + Penalty 2979.279955 = -775086.088956
  nChanged 8
		SP:Iteration 22Q (2232.680000 sec): 3 clusters
  Score: Raw -778065.979910 + Penalty 2979.279955 = -775086.699955
  nChanged 4
		SP:Iteration 23Q (2232.830000 sec): 3 clusters
  Score: Raw -778066.215979 + Penalty 2979.279955 = -775086.936023
  nChanged 1
		SP:Iteration 24Q (2233.060000 sec): 3 clusters
  Score: Raw -778066.256835 + Penalty 2979.279955 = -775086.976880
  nChanged 1
		SP:Iteration 25Q (2233.270000 sec): 3 clusters
  Score: Raw -778066.306045 + Penalty 2979.279955 = -775087.026090
  nChanged 0
		SP:Iteration 26F (2233.450000 sec): 3 clusters
  Score: Raw -778066.306045 + Penalty 2979.279955 = -775087.026090
  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 5.74 GB.

 Trying to split cluster 21 (52118 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2233.780000 sec): 2 clusters
  Score: Raw -4713142.718592 + Penalty 1764.955669 = -4711377.762923
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2234.210000 sec): 3 clusters
  Score: Raw -4679951.629542 + Penalty 3529.911339 = -4676421.718203
  nChanged 24576
		SP:Iteration 1F (2234.670000 sec): 3 clusters
  Score: Raw -4694744.319005 + Penalty 3529.911339 = -4691214.407666
  nChanged 3188
		SP:Iteration 2F (2235.150000 sec): 3 clusters
  Score: Raw -4696578.804995 + Penalty 3529.911339 = -4693048.893656
  nChanged 3809
		SP:Iteration 3F (2235.610000 sec): 3 clusters
  Score: Raw -4699181.604567 + Penalty 3529.911339 = -4695651.693228
  nChanged 4106
		SP:Iteration 4F (2236.040000 sec): 3 clusters
  Score: Raw -4701877.827974 + Penalty 3529.911339 = -4698347.916635
  nChanged 3723
		SP:Iteration 5F (2236.530000 sec): 3 clusters
  Score: Raw -4703969.804514 + Penalty 3529.911339 = -4700439.893175
  nChanged 2917
		SP:Iteration 6F (2237.080000 sec): 3 clusters
  Score: Raw -4705211.777235 + Penalty 3529.911339 = -4701681.865896
  nChanged 2011
		SP:Iteration 7Q (2237.580000 sec): 3 clusters
  Score: Raw -4705934.799750 + Penalty 3529.911339 = -4702404.888411
  nChanged 1484
		SP:Iteration 8Q (2238.020000 sec): 3 clusters
  Score: Raw -4706425.018237 + Penalty 3529.911339 = -4702895.106898
  nChanged 1188
		SP:Iteration 9Q (2238.470000 sec): 3 clusters
  Score: Raw -4706806.894490 + Penalty 3529.911339 = -4703276.983151
  nChanged 1210
		SP:Iteration 10Q (2238.940000 sec): 3 clusters
  Score: Raw -4707244.424989 + Penalty 3529.911339 = -4703714.513650
  nChanged 1354
		SP:Iteration 11Q (2239.450000 sec): 3 clusters
  Score: Raw -4707781.600852 + Penalty 3529.911339 = -4704251.689513
  nChanged 1439
		SP:Iteration 12Q (2239.920000 sec): 3 clusters
  Score: Raw -4708428.447246 + Penalty 3529.911339 = -4704898.535907
  nChanged 1526
		SP:Iteration 13Q (2240.410000 sec): 3 clusters
  Score: Raw -4709186.558544 + Penalty 3529.911339 = -4705656.647205
  nChanged 1548
		SP:Iteration 14Q (2240.840000 sec): 3 clusters
  Score: Raw -4710038.824490 + Penalty 3529.911339 = -4706508.913152
  nChanged 1364
		SP:Iteration 15Q (2241.370000 sec): 3 clusters
  Score: Raw -4710861.498210 + Penalty 3529.911339 = -4707331.586872
  nChanged 1213
		SP:Iteration 16Q (2241.830000 sec): 3 clusters
  Score: Raw -4711630.303113 + Penalty 3529.911339 = -4708100.391774
  nChanged 930
		SP:Iteration 17Q (2242.270000 sec): 3 clusters
  Score: Raw -4712236.538077 + Penalty 3529.911339 = -4708706.626738
  nChanged 689
		SP:Iteration 18Q (2242.730000 sec): 3 clusters
  Score: Raw -4712650.005596 + Penalty 3529.911339 = -4709120.094257
  nChanged 481
		SP:Iteration 19Q (2243.150000 sec): 3 clusters
  Score: Raw -4712936.493941 + Penalty 3529.911339 = -4709406.582602
  nChanged 332
		SP:Iteration 20F (2243.600000 sec): 3 clusters
  Score: Raw -4713148.092609 + Penalty 3529.911339 = -4709618.181271
  nChanged 228
		SP:Iteration 21Q (2243.970000 sec): 3 clusters
  Score: Raw -4713280.138649 + Penalty 3529.911339 = -4709750.227311
  nChanged 168
		SP:Iteration 22Q (2244.380000 sec): 3 clusters
  Score: Raw -4713385.715619 + Penalty 3529.911339 = -4709855.804281
  nChanged 117
		SP:Iteration 23Q (2244.800000 sec): 3 clusters
  Score: Raw -4713444.545536 + Penalty 3529.911339 = -4709914.634197
  nChanged 69
		SP:Iteration 24Q (2245.230000 sec): 3 clusters
  Score: Raw -4713475.856573 + Penalty 3529.911339 = -4709945.945235
  nChanged 45
		SP:Iteration 25Q (2245.700000 sec): 3 clusters
  Score: Raw -4713493.881691 + Penalty 3529.911339 = -4709963.970353
  nChanged 36
		SP:Iteration 26Q (2246.110000 sec): 3 clusters
  Score: Raw -4713507.925600 + Penalty 3529.911339 = -4709978.014262
  nChanged 30
		SP:Iteration 27Q (2246.460000 sec): 3 clusters
  Score: Raw -4713521.734307 + Penalty 3529.911339 = -4709991.822969
  nChanged 32
		SP:Iteration 28Q (2246.930000 sec): 3 clusters
  Score: Raw -4713534.329635 + Penalty 3529.911339 = -4710004.418296
  nChanged 19
		SP:Iteration 29Q (2247.320000 sec): 3 clusters
  Score: Raw -4713543.384611 + Penalty 3529.911339 = -4710013.473273
  nChanged 15
		SP:Iteration 30Q (2247.690000 sec): 3 clusters
  Score: Raw -4713548.234718 + Penalty 3529.911339 = -4710018.323379
  nChanged 9
		SP:Iteration 31Q (2248.140000 sec): 3 clusters
  Score: Raw -4713551.768536 + Penalty 3529.911339 = -4710021.857197
  nChanged 9
		SP:Iteration 32Q (2248.550000 sec): 3 clusters
  Score: Raw -4713556.628796 + Penalty 3529.911339 = -4710026.717457
  nChanged 9
		SP:Iteration 33Q (2248.970000 sec): 3 clusters
  Score: Raw -4713560.284545 + Penalty 3529.911339 = -4710030.373207
  nChanged 6
		SP:Iteration 34Q (2249.410000 sec): 3 clusters
  Score: Raw -4713563.467763 + Penalty 3529.911339 = -4710033.556424
  nChanged 6
		SP:Iteration 35Q (2249.860000 sec): 3 clusters
  Score: Raw -4713566.358015 + Penalty 3529.911339 = -4710036.446677
  nChanged 3
		SP:Iteration 36Q (2250.320000 sec): 3 clusters
  Score: Raw -4713567.592053 + Penalty 3529.911339 = -4710037.680714
  nChanged 2
		SP:Iteration 37Q (2250.760000 sec): 3 clusters
  Score: Raw -4713568.235133 + Penalty 3529.911339 = -4710038.323794
  nChanged 3
		SP:Iteration 38Q (2251.200000 sec): 3 clusters
  Score: Raw -4713569.182990 + Penalty 3529.911339 = -4710039.271651
  nChanged 1
		SP:Iteration 39Q (2251.670000 sec): 3 clusters
  Score: Raw -4713569.602821 + Penalty 3529.911339 = -4710039.691483
  nChanged 1
		SP:Iteration 40F (2252.100000 sec): 3 clusters
  Score: Raw -4713570.056649 + Penalty 3529.911339 = -4710040.145311
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 22 (13940 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2252.330000 sec): 2 clusters
  Score: Raw -1104689.228768 + Penalty 1550.659124 = -1103138.569645
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2252.550000 sec): 3 clusters
  Score: Raw -1096625.436838 + Penalty 3101.318247 = -1093524.118590
  nChanged 6290
		SP:Iteration 1F (2252.800000 sec): 3 clusters
  Score: Raw -1101308.863860 + Penalty 3101.318247 = -1098207.545613
  nChanged 1460
		SP:Iteration 2F (2253.050000 sec): 3 clusters
  Score: Raw -1102621.455506 + Penalty 3101.318247 = -1099520.137258
  nChanged 1235
		SP:Iteration 3F (2253.340000 sec): 3 clusters
  Score: Raw -1103781.144854 + Penalty 3101.318247 = -1100679.826607
  nChanged 1017
		SP:Iteration 4F (2253.530000 sec): 3 clusters
  Score: Raw -1104721.107141 + Penalty 3101.318247 = -1101619.788894
  nChanged 897
		SP:Iteration 5F (2253.770000 sec): 3 clusters
  Score: Raw -1105490.258905 + Penalty 3101.318247 = -1102388.940657
  nChanged 678
		SP:Iteration 6Q (2254.030000 sec): 3 clusters
  Score: Raw -1105966.222878 + Penalty 3101.318247 = -1102864.904631
  nChanged 550
		SP:Iteration 7Q (2254.310000 sec): 3 clusters
  Score: Raw -1106248.798584 + Penalty 3101.318247 = -1103147.480337
  nChanged 422
		SP:Iteration 8Q (2254.580000 sec): 3 clusters
  Score: Raw -1106434.008819 + Penalty 3101.318247 = -1103332.690572
  nChanged 330
		SP:Iteration 9Q (2254.840000 sec): 3 clusters
  Score: Raw -1106562.653397 + Penalty 3101.318247 = -1103461.335150
  nChanged 267
		SP:Iteration 10Q (2255.070000 sec): 3 clusters
  Score: Raw -1106667.715437 + Penalty 3101.318247 = -1103566.397190
  nChanged 291
		SP:Iteration 11Q (2255.270000 sec): 3 clusters
  Score: Raw -1106779.837877 + Penalty 3101.318247 = -1103678.519630
  nChanged 271
		SP:Iteration 12Q (2255.530000 sec): 3 clusters
  Score: Raw -1106892.317095 + Penalty 3101.318247 = -1103790.998847
  nChanged 266
		SP:Iteration 13Q (2255.710000 sec): 3 clusters
  Score: Raw -1107015.956697 + Penalty 3101.318247 = -1103914.638450
  nChanged 269
		SP:Iteration 14Q (2255.950000 sec): 3 clusters
  Score: Raw -1107149.863214 + Penalty 3101.318247 = -1104048.544966
  nChanged 280
		SP:Iteration 15Q (2256.210000 sec): 3 clusters
  Score: Raw -1107306.571896 + Penalty 3101.318247 = -1104205.253649
  nChanged 287
		SP:Iteration 16Q (2256.470000 sec): 3 clusters
  Score: Raw -1107472.164925 + Penalty 3101.318247 = -1104370.846677
  nChanged 266
		SP:Iteration 17Q (2256.730000 sec): 3 clusters
  Score: Raw -1107602.065495 + Penalty 3101.318247 = -1104500.747247
  nChanged 244
		SP:Iteration 18Q (2256.970000 sec): 3 clusters
  Score: Raw -1107702.548619 + Penalty 3101.318247 = -1104601.230371
  nChanged 215
		SP:Iteration 19Q (2257.260000 sec): 3 clusters
  Score: Raw -1107792.585757 + Penalty 3101.318247 = -1104691.267510
  nChanged 217
		SP:Iteration 20F (2257.470000 sec): 3 clusters
  Score: Raw -1107894.940609 + Penalty 3101.318247 = -1104793.622362
  nChanged 215
		SP:Iteration 21Q (2257.770000 sec): 3 clusters
  Score: Raw -1108006.156952 + Penalty 3101.318247 = -1104904.838704
  nChanged 244
		SP:Iteration 22Q (2257.970000 sec): 3 clusters
  Score: Raw -1108153.598077 + Penalty 3101.318247 = -1105052.279830
  nChanged 278
		SP:Iteration 23Q (2258.190000 sec): 3 clusters
  Score: Raw -1108320.469092 + Penalty 3101.318247 = -1105219.150844
  nChanged 273
		SP:Iteration 24Q (2258.440000 sec): 3 clusters
  Score: Raw -1108478.424051 + Penalty 3101.318247 = -1105377.105804
  nChanged 270
		SP:Iteration 25Q (2258.670000 sec): 3 clusters
  Score: Raw -1108620.031502 + Penalty 3101.318247 = -1105518.713254
  nChanged 249
		SP:Iteration 26Q (2258.910000 sec): 3 clusters
  Score: Raw -1108745.256424 + Penalty 3101.318247 = -1105643.938176
  nChanged 216
		SP:Iteration 27Q (2259.140000 sec): 3 clusters
  Score: Raw -1108845.209102 + Penalty 3101.318247 = -1105743.890854
  nChanged 218
		SP:Iteration 28Q (2259.370000 sec): 3 clusters
  Score: Raw -1108925.582754 + Penalty 3101.318247 = -1105824.264506
  nChanged 165
		SP:Iteration 29Q (2259.630000 sec): 3 clusters
  Score: Raw -1108971.533097 + Penalty 3101.318247 = -1105870.214850
  nChanged 130
		SP:Iteration 30Q (2259.820000 sec): 3 clusters
  Score: Raw -1109004.518473 + Penalty 3101.318247 = -1105903.200226
  nChanged 121
		SP:Iteration 31Q (2260.040000 sec): 3 clusters
  Score: Raw -1109034.373197 + Penalty 3101.318247 = -1105933.054950
  nChanged 112
		SP:Iteration 32Q (2260.290000 sec): 3 clusters
  Score: Raw -1109061.266216 + Penalty 3101.318247 = -1105959.947968
  nChanged 107
		SP:Iteration 33Q (2260.530000 sec): 3 clusters
  Score: Raw -1109088.517195 + Penalty 3101.318247 = -1105987.198947
  nChanged 93
		SP:Iteration 34Q (2260.800000 sec): 3 clusters
  Score: Raw -1109112.661609 + Penalty 3101.318247 = -1106011.343361
  nChanged 99
		SP:Iteration 35Q (2261.040000 sec): 3 clusters
  Score: Raw -1109139.755153 + Penalty 3101.318247 = -1106038.436905
  nChanged 91
		SP:Iteration 36Q (2261.300000 sec): 3 clusters
  Score: Raw -1109165.000492 + Penalty 3101.318247 = -1106063.682245
  nChanged 79
		SP:Iteration 37Q (2261.490000 sec): 3 clusters
  Score: Raw -1109189.132698 + Penalty 3101.318247 = -1106087.814450
  nChanged 74
		SP:Iteration 38Q (2261.750000 sec): 3 clusters
  Score: Raw -1109213.557083 + Penalty 3101.318247 = -1106112.238836
  nChanged 87
		SP:Iteration 39Q (2262.010000 sec): 3 clusters
  Score: Raw -1109244.600595 + Penalty 3101.318247 = -1106143.282347
  nChanged 89
		SP:Iteration 40F (2262.250000 sec): 3 clusters
  Score: Raw -1109288.344362 + Penalty 3101.318247 = -1106187.026114
  nChanged 93
		SP:Iteration 41Q (2262.520000 sec): 3 clusters
  Score: Raw -1109319.787578 + Penalty 3101.318247 = -1106218.469331
  nChanged 61
		SP:Iteration 42Q (2262.790000 sec): 3 clusters
  Score: Raw -1109330.951054 + Penalty 3101.318247 = -1106229.632807
  nChanged 36
		SP:Iteration 43Q (2262.970000 sec): 3 clusters
  Score: Raw -1109336.163026 + Penalty 3101.318247 = -1106234.844779
  nChanged 29
		SP:Iteration 44Q (2263.240000 sec): 3 clusters
  Score: Raw -1109339.288916 + Penalty 3101.318247 = -1106237.970668
  nChanged 20
		SP:Iteration 45Q (2263.490000 sec): 3 clusters
  Score: Raw -1109342.113829 + Penalty 3101.318247 = -1106240.795582
  nChanged 22
		SP:Iteration 46Q (2263.710000 sec): 3 clusters
  Score: Raw -1109345.063681 + Penalty 3101.318247 = -1106243.745434
  nChanged 24
		SP:Iteration 47Q (2263.970000 sec): 3 clusters
  Score: Raw -1109347.892531 + Penalty 3101.318247 = -1106246.574283
  nChanged 11
		SP:Iteration 48Q (2264.190000 sec): 3 clusters
  Score: Raw -1109349.364413 + Penalty 3101.318247 = -1106248.046166
  nChanged 11
		SP:Iteration 49Q (2264.440000 sec): 3 clusters
  Score: Raw -1109351.167768 + Penalty 3101.318247 = -1106249.849521
  nChanged 16
		SP:Iteration 50Q (2264.670000 sec): 3 clusters
  Score: Raw -1109352.815998 + Penalty 3101.318247 = -1106251.497750
  nChanged 10
		SP:Iteration 51Q (2264.920000 sec): 3 clusters
  Score: Raw -1109353.728700 + Penalty 3101.318247 = -1106252.410453
  nChanged 7
		SP:Iteration 52Q (2265.180000 sec): 3 clusters
  Score: Raw -1109355.121048 + Penalty 3101.318247 = -1106253.802800
  nChanged 9
		SP:Iteration 53Q (2265.420000 sec): 3 clusters
  Score: Raw -1109355.989163 + Penalty 3101.318247 = -1106254.670916
  nChanged 5
		SP:Iteration 54Q (2265.680000 sec): 3 clusters
  Score: Raw -1109356.398047 + Penalty 3101.318247 = -1106255.079799
  nChanged 0
		SP:Iteration 55F (2265.890000 sec): 3 clusters
  Score: Raw -1109356.398047 + Penalty 3101.318247 = -1106255.079799
  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 5.74 GB.

 Trying to split cluster 23 (39412 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2266.170000 sec): 2 clusters
  Score: Raw -3246551.897454 + Penalty 1719.546663 = -3244832.350791
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2266.510000 sec): 3 clusters
  Score: Raw -3222011.172953 + Penalty 3439.093326 = -3218572.079627
  nChanged 18265
		SP:Iteration 1F (2266.880000 sec): 3 clusters
  Score: Raw -3233303.835999 + Penalty 3439.093326 = -3229864.742673
  nChanged 2682
		SP:Iteration 2F (2267.200000 sec): 3 clusters
  Score: Raw -3234979.687535 + Penalty 3439.093326 = -3231540.594209
  nChanged 2839
		SP:Iteration 3F (2267.580000 sec): 3 clusters
  Score: Raw -3237191.856292 + Penalty 3439.093326 = -3233752.762966
  nChanged 2921
		SP:Iteration 4F (2267.950000 sec): 3 clusters
  Score: Raw -3239762.424574 + Penalty 3439.093326 = -3236323.331248
  nChanged 2801
		SP:Iteration 5F (2268.350000 sec): 3 clusters
  Score: Raw -3242261.365484 + Penalty 3439.093326 = -3238822.272158
  nChanged 2535
		SP:Iteration 6F (2268.680000 sec): 3 clusters
  Score: Raw -3244709.769595 + Penalty 3439.093326 = -3241270.676270
  nChanged 2270
		SP:Iteration 7F (2269.010000 sec): 3 clusters
  Score: Raw -3246768.015719 + Penalty 3439.093326 = -3243328.922393
  nChanged 1897
		SP:Iteration 8Q (2269.360000 sec): 3 clusters
  Score: Raw -3248340.995359 + Penalty 3439.093326 = -3244901.902033
  nChanged 1482
		SP:Iteration 9Q (2269.730000 sec): 3 clusters
  Score: Raw -3249419.733226 + Penalty 3439.093326 = -3245980.639900
  nChanged 1117
		SP:Iteration 10Q (2270.090000 sec): 3 clusters
  Score: Raw -3250187.697800 + Penalty 3439.093326 = -3246748.604475
  nChanged 986
		SP:Iteration 11Q (2270.440000 sec): 3 clusters
  Score: Raw -3250985.870685 + Penalty 3439.093326 = -3247546.777359
  nChanged 938
		SP:Iteration 12Q (2270.810000 sec): 3 clusters
  Score: Raw -3252194.293054 + Penalty 3439.093326 = -3248755.199728
  nChanged 933
		SP:Iteration 13Q (2271.240000 sec): 3 clusters
  Score: Raw -3254374.217577 + Penalty 3439.093326 = -3250935.124251
  nChanged 770
		SP:Iteration 14Q (2271.580000 sec): 3 clusters
  Score: Raw -3256141.299467 + Penalty 3439.093326 = -3252702.206141
  nChanged 579
		SP:Iteration 15Q (2271.960000 sec): 3 clusters
  Score: Raw -3256458.921025 + Penalty 3439.093326 = -3253019.827700
  nChanged 260
		SP:Iteration 16Q (2272.360000 sec): 3 clusters
  Score: Raw -3256527.659787 + Penalty 3439.093326 = -3253088.566461
  nChanged 145
		SP:Iteration 17Q (2272.650000 sec): 3 clusters
  Score: Raw -3256557.742557 + Penalty 3439.093326 = -3253118.649232
  nChanged 91
		SP:Iteration 18Q (2273.010000 sec): 3 clusters
  Score: Raw -3256571.171080 + Penalty 3439.093326 = -3253132.077754
  nChanged 58
		SP:Iteration 19Q (2273.400000 sec): 3 clusters
  Score: Raw -3256576.541621 + Penalty 3439.093326 = -3253137.448295
  nChanged 23
		SP:Iteration 20F (2273.860000 sec): 3 clusters
  Score: Raw -3256596.231077 + Penalty 3439.093326 = -3253157.137751
  nChanged 37
		SP:Iteration 21Q (2274.250000 sec): 3 clusters
  Score: Raw -3256605.062786 + Penalty 3439.093326 = -3253165.969461
  nChanged 41
		SP:Iteration 22Q (2274.600000 sec): 3 clusters
  Score: Raw -3256611.745335 + Penalty 3439.093326 = -3253172.652010
  nChanged 39
		SP:Iteration 23Q (2274.900000 sec): 3 clusters
  Score: Raw -3256616.221348 + Penalty 3439.093326 = -3253177.128023
  nChanged 32
		SP:Iteration 24Q (2275.280000 sec): 3 clusters
  Score: Raw -3256619.359532 + Penalty 3439.093326 = -3253180.266206
  nChanged 29
		SP:Iteration 25Q (2275.670000 sec): 3 clusters
  Score: Raw -3256621.470619 + Penalty 3439.093326 = -3253182.377293
  nChanged 20
		SP:Iteration 26Q (2275.980000 sec): 3 clusters
  Score: Raw -3256623.080340 + Penalty 3439.093326 = -3253183.987015
  nChanged 16
		SP:Iteration 27Q (2276.350000 sec): 3 clusters
  Score: Raw -3256624.042888 + Penalty 3439.093326 = -3253184.949563
  nChanged 14
		SP:Iteration 28Q (2276.670000 sec): 3 clusters
  Score: Raw -3256624.727045 + Penalty 3439.093326 = -3253185.633720
  nChanged 6
		SP:Iteration 29Q (2276.950000 sec): 3 clusters
  Score: Raw -3256625.109669 + Penalty 3439.093326 = -3253186.016343
  nChanged 6
		SP:Iteration 30Q (2277.300000 sec): 3 clusters
  Score: Raw -3256625.450174 + Penalty 3439.093326 = -3253186.356848
  nChanged 4
		SP:Iteration 31Q (2277.670000 sec): 3 clusters
  Score: Raw -3256625.580876 + Penalty 3439.093326 = -3253186.487551
  nChanged 3
		SP:Iteration 32Q (2278.030000 sec): 3 clusters
  Score: Raw -3256625.747226 + Penalty 3439.093326 = -3253186.653901
  nChanged 4
		SP:Iteration 33Q (2278.410000 sec): 3 clusters
  Score: Raw -3256625.992594 + Penalty 3439.093326 = -3253186.899268
  nChanged 8
		SP:Iteration 34Q (2278.730000 sec): 3 clusters
  Score: Raw -3256626.373611 + Penalty 3439.093326 = -3253187.280286
  nChanged 6
		SP:Iteration 35Q (2279.070000 sec): 3 clusters
  Score: Raw -3256626.723644 + Penalty 3439.093326 = -3253187.630318
  nChanged 5
		SP:Iteration 36Q (2279.410000 sec): 3 clusters
  Score: Raw -3256626.859117 + Penalty 3439.093326 = -3253187.765792
  nChanged 2
		SP:Iteration 37Q (2279.780000 sec): 3 clusters
  Score: Raw -3256626.898518 + Penalty 3439.093326 = -3253187.805192
  nChanged 0
		SP:Iteration 38F (2280.120000 sec): 3 clusters
  Score: Raw -3256626.898518 + Penalty 3439.093326 = -3253187.805192
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 53.
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 24 (33709 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2280.350000 sec): 2 clusters
  Score: Raw -3079121.145814 + Penalty 1694.147023 = -3077426.998790
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2280.660000 sec): 3 clusters
  Score: Raw -3058280.579553 + Penalty 3388.294046 = -3054892.285506
  nChanged 15574
		SP:Iteration 1F (2281.010000 sec): 3 clusters
  Score: Raw -3066900.334969 + Penalty 3388.294046 = -3063512.040923
  nChanged 1625
		SP:Iteration 2Q (2281.310000 sec): 3 clusters
  Score: Raw -3067492.107827 + Penalty 3388.294046 = -3064103.813780
  nChanged 1715
		SP:Iteration 3F (2281.650000 sec): 3 clusters
  Score: Raw -3068230.820137 + Penalty 3388.294046 = -3064842.526091
  nChanged 1968
		SP:Iteration 4F (2282.030000 sec): 3 clusters
  Score: Raw -3069274.699777 + Penalty 3388.294046 = -3065886.405731
  nChanged 2271
		SP:Iteration 5F (2282.330000 sec): 3 clusters
  Score: Raw -3070786.910402 + Penalty 3388.294046 = -3067398.616356
  nChanged 2537
		SP:Iteration 6F (2282.650000 sec): 3 clusters
  Score: Raw -3072831.716506 + Penalty 3388.294046 = -3069443.422460
  nChanged 2550
		SP:Iteration 7F (2283.060000 sec): 3 clusters
  Score: Raw -3075143.886080 + Penalty 3388.294046 = -3071755.592034
  nChanged 1984
		SP:Iteration 8F (2283.350000 sec): 3 clusters
  Score: Raw -3077042.741512 + Penalty 3388.294046 = -3073654.447465
  nChanged 1276
		SP:Iteration 9Q (2283.710000 sec): 3 clusters
  Score: Raw -3078288.551842 + Penalty 3388.294046 = -3074900.257796
  nChanged 585
		SP:Iteration 10Q (2284.030000 sec): 3 clusters
  Score: Raw -3078862.457872 + Penalty 3388.294046 = -3075474.163826
  nChanged 233
		SP:Iteration 11Q (2284.330000 sec): 3 clusters
  Score: Raw -3079096.626445 + Penalty 3388.294046 = -3075708.332399
  nChanged 85
		SP:Iteration 12Q (2284.650000 sec): 3 clusters
  Score: Raw -3079195.523571 + Penalty 3388.294046 = -3075807.229525
  nChanged 52
		SP:Iteration 13Q (2284.930000 sec): 3 clusters
  Score: Raw -3079253.430636 + Penalty 3388.294046 = -3075865.136590
  nChanged 23
		SP:Iteration 14Q (2285.240000 sec): 3 clusters
  Score: Raw -3079282.638975 + Penalty 3388.294046 = -3075894.344928
  nChanged 15
		SP:Iteration 15Q (2285.590000 sec): 3 clusters
  Score: Raw -3079300.003557 + Penalty 3388.294046 = -3075911.709510
  nChanged 6
		SP:Iteration 16Q (2285.860000 sec): 3 clusters
  Score: Raw -3079310.367300 + Penalty 3388.294046 = -3075922.073254
  nChanged 5
		SP:Iteration 17Q (2286.140000 sec): 3 clusters
  Score: Raw -3079316.021211 + Penalty 3388.294046 = -3075927.727164
  nChanged 2
		SP:Iteration 18Q (2286.490000 sec): 3 clusters
  Score: Raw -3079317.520092 + Penalty 3388.294046 = -3075929.226046
  nChanged 1
		SP:Iteration 19Q (2286.780000 sec): 3 clusters
  Score: Raw -3079318.940801 + Penalty 3388.294046 = -3075930.646755
  nChanged 0
		SP:Iteration 20F (2287.110000 sec): 3 clusters
  Score: Raw -3079318.940801 + Penalty 3388.294046 = -3075930.646755
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 25 (3883 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2287.200000 sec): 2 clusters
  Score: Raw -287462.462642 + Penalty 1342.959041 = -286119.503601
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2287.390000 sec): 3 clusters
  Score: Raw -285729.618529 + Penalty 2685.918082 = -283043.700447
  nChanged 1574
		SP:Iteration 1F (2287.570000 sec): 3 clusters
  Score: Raw -287345.697564 + Penalty 2685.918082 = -284659.779482
  nChanged 428
		SP:Iteration 2F (2287.770000 sec): 3 clusters
  Score: Raw -287848.433185 + Penalty 2685.918082 = -285162.515103
  nChanged 330
		SP:Iteration 3F (2287.920000 sec): 3 clusters
  Score: Raw -288323.001412 + Penalty 2685.918082 = -285637.083330
  nChanged 283
		SP:Iteration 4F (2288.150000 sec): 3 clusters
  Score: Raw -288681.104070 + Penalty 2685.918082 = -285995.185988
  nChanged 226
		SP:Iteration 5F (2288.330000 sec): 3 clusters
  Score: Raw -289032.618893 + Penalty 2685.918082 = -286346.700811
  nChanged 167
		SP:Iteration 6Q (2288.450000 sec): 3 clusters
  Score: Raw -289334.910702 + Penalty 2685.918082 = -286648.992620
  nChanged 149
		SP:Iteration 7Q (2288.620000 sec): 3 clusters
  Score: Raw -289670.676859 + Penalty 2685.918082 = -286984.758777
  nChanged 137
		SP:Iteration 8Q (2288.790000 sec): 3 clusters
  Score: Raw -290058.584313 + Penalty 2685.918082 = -287372.666231
  nChanged 102
		SP:Iteration 9Q (2289.010000 sec): 3 clusters
  Score: Raw -290285.290775 + Penalty 2685.918082 = -287599.372693
  nChanged 74
		SP:Iteration 10Q (2289.110000 sec): 3 clusters
  Score: Raw -290399.813772 + Penalty 2685.918082 = -287713.895690
  nChanged 62
		SP:Iteration 11Q (2289.270000 sec): 3 clusters
  Score: Raw -290476.300441 + Penalty 2685.918082 = -287790.382359
  nChanged 53
		SP:Iteration 12Q (2289.430000 sec): 3 clusters
  Score: Raw -290540.610516 + Penalty 2685.918082 = -287854.692433
  nChanged 43
		SP:Iteration 13Q (2289.630000 sec): 3 clusters
  Score: Raw -290584.598573 + Penalty 2685.918082 = -287898.680491
  nChanged 26
		SP:Iteration 14Q (2289.770000 sec): 3 clusters
  Score: Raw -290599.815247 + Penalty 2685.918082 = -287913.897165
  nChanged 24
		SP:Iteration 15Q (2290.000000 sec): 3 clusters
  Score: Raw -290613.559579 + Penalty 2685.918082 = -287927.641497
  nChanged 17
		SP:Iteration 16Q (2290.160000 sec): 3 clusters
  Score: Raw -290622.229572 + Penalty 2685.918082 = -287936.311490
  nChanged 12
		SP:Iteration 17Q (2290.330000 sec): 3 clusters
  Score: Raw -290626.248659 + Penalty 2685.918082 = -287940.330577
  nChanged 8
		SP:Iteration 18Q (2290.510000 sec): 3 clusters
  Score: Raw -290631.163834 + Penalty 2685.918082 = -287945.245752
  nChanged 6
		SP:Iteration 19Q (2290.660000 sec): 3 clusters
  Score: Raw -290635.177807 + Penalty 2685.918082 = -287949.259725
  nChanged 3
		SP:Iteration 20F (2290.850000 sec): 3 clusters
  Score: Raw -290642.000762 + Penalty 2685.918082 = -287956.082680
  nChanged 5
		SP:Iteration 21Q (2290.990000 sec): 3 clusters
  Score: Raw -290646.564891 + Penalty 2685.918082 = -287960.646809
  nChanged 11
		SP:Iteration 22Q (2291.220000 sec): 3 clusters
  Score: Raw -290650.616593 + Penalty 2685.918082 = -287964.698511
  nChanged 8
		SP:Iteration 23Q (2291.430000 sec): 3 clusters
  Score: Raw -290653.381453 + Penalty 2685.918082 = -287967.463371
  nChanged 7
		SP:Iteration 24Q (2291.620000 sec): 3 clusters
  Score: Raw -290655.501051 + Penalty 2685.918082 = -287969.582969
  nChanged 5
		SP:Iteration 25Q (2291.800000 sec): 3 clusters
  Score: Raw -290657.045386 + Penalty 2685.918082 = -287971.127304
  nChanged 4
		SP:Iteration 26Q (2292.040000 sec): 3 clusters
  Score: Raw -290659.198566 + Penalty 2685.918082 = -287973.280484
  nChanged 2
		SP:Iteration 27Q (2292.200000 sec): 3 clusters
  Score: Raw -290659.804283 + Penalty 2685.918082 = -287973.886201
  nChanged 3
		SP:Iteration 28Q (2292.330000 sec): 3 clusters
  Score: Raw -290660.463500 + Penalty 2685.918082 = -287974.545418
  nChanged 2
		SP:Iteration 29Q (2292.530000 sec): 3 clusters
  Score: Raw -290661.258991 + Penalty 2685.918082 = -287975.340908
  nChanged 2
		SP:Iteration 30Q (2292.710000 sec): 3 clusters
  Score: Raw -290661.810989 + Penalty 2685.918082 = -287975.892907
  nChanged 1
		SP:Iteration 31Q (2292.910000 sec): 3 clusters
  Score: Raw -290662.002599 + Penalty 2685.918082 = -287976.084517
  nChanged 0
		SP:Iteration 32F (2293.060000 sec): 3 clusters
  Score: Raw -290662.002599 + Penalty 2685.918082 = -287976.084517
  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 5.74 GB.

 Trying to split cluster 26 (8996 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2293.190000 sec): 2 clusters
  Score: Raw -812488.935199 + Penalty 1479.486988 = -811009.448210
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2293.430000 sec): 3 clusters
  Score: Raw -807458.824234 + Penalty 2958.973977 = -804499.850257
  nChanged 3928
		SP:Iteration 1F (2293.650000 sec): 3 clusters
  Score: Raw -809614.759286 + Penalty 2958.973977 = -806655.785310
  nChanged 645
		SP:Iteration 2F (2293.840000 sec): 3 clusters
  Score: Raw -809982.019360 + Penalty 2958.973977 = -807023.045383
  nChanged 615
		SP:Iteration 3F (2294.100000 sec): 3 clusters
  Score: Raw -810438.284462 + Penalty 2958.973977 = -807479.310485
  nChanged 654
		SP:Iteration 4F (2294.300000 sec): 3 clusters
  Score: Raw -811047.657667 + Penalty 2958.973977 = -808088.683691
  nChanged 680
		SP:Iteration 5F (2294.530000 sec): 3 clusters
  Score: Raw -811787.239333 + Penalty 2958.973977 = -808828.265357
  nChanged 721
		SP:Iteration 6F (2294.760000 sec): 3 clusters
  Score: Raw -812535.600177 + Penalty 2958.973977 = -809576.626200
  nChanged 595
		SP:Iteration 7F (2294.990000 sec): 3 clusters
  Score: Raw -813063.719944 + Penalty 2958.973977 = -810104.745968
  nChanged 468
		SP:Iteration 8F (2295.230000 sec): 3 clusters
  Score: Raw -813360.866451 + Penalty 2958.973977 = -810401.892474
  nChanged 305
		SP:Iteration 9Q (2295.390000 sec): 3 clusters
  Score: Raw -813513.910288 + Penalty 2958.973977 = -810554.936311
  nChanged 219
		SP:Iteration 10Q (2295.630000 sec): 3 clusters
  Score: Raw -813595.604203 + Penalty 2958.973977 = -810636.630226
  nChanged 138
		SP:Iteration 11Q (2295.870000 sec): 3 clusters
  Score: Raw -813639.368277 + Penalty 2958.973977 = -810680.394300
  nChanged 108
		SP:Iteration 12Q (2296.080000 sec): 3 clusters
  Score: Raw -813670.630219 + Penalty 2958.973977 = -810711.656242
  nChanged 74
		SP:Iteration 13Q (2296.280000 sec): 3 clusters
  Score: Raw -813685.894301 + Penalty 2958.973977 = -810726.920324
  nChanged 59
		SP:Iteration 14Q (2296.490000 sec): 3 clusters
  Score: Raw -813697.225979 + Penalty 2958.973977 = -810738.252003
  nChanged 48
		SP:Iteration 15Q (2296.710000 sec): 3 clusters
  Score: Raw -813704.972000 + Penalty 2958.973977 = -810745.998023
  nChanged 31
		SP:Iteration 16Q (2296.910000 sec): 3 clusters
  Score: Raw -813709.479979 + Penalty 2958.973977 = -810750.506002
  nChanged 22
		SP:Iteration 17Q (2297.140000 sec): 3 clusters
  Score: Raw -813712.402930 + Penalty 2958.973977 = -810753.428953
  nChanged 16
		SP:Iteration 18Q (2297.370000 sec): 3 clusters
  Score: Raw -813714.361931 + Penalty 2958.973977 = -810755.387954
  nChanged 14
		SP:Iteration 19Q (2297.590000 sec): 3 clusters
  Score: Raw -813716.516119 + Penalty 2958.973977 = -810757.542142
  nChanged 11
		SP:Iteration 20F (2297.810000 sec): 3 clusters
  Score: Raw -813718.306010 + Penalty 2958.973977 = -810759.332034
  nChanged 10
		SP:Iteration 21Q (2298.040000 sec): 3 clusters
  Score: Raw -813719.694093 + Penalty 2958.973977 = -810760.720116
  nChanged 7
		SP:Iteration 22Q (2298.240000 sec): 3 clusters
  Score: Raw -813720.337756 + Penalty 2958.973977 = -810761.363779
  nChanged 4
		SP:Iteration 23Q (2298.490000 sec): 3 clusters
  Score: Raw -813720.771565 + Penalty 2958.973977 = -810761.797589
  nChanged 4
		SP:Iteration 24Q (2298.660000 sec): 3 clusters
  Score: Raw -813721.116532 + Penalty 2958.973977 = -810762.142556
  nChanged 2
		SP:Iteration 25Q (2298.880000 sec): 3 clusters
  Score: Raw -813721.308963 + Penalty 2958.973977 = -810762.334986
  nChanged 4
		SP:Iteration 26Q (2299.090000 sec): 3 clusters
  Score: Raw -813721.632066 + Penalty 2958.973977 = -810762.658090
  nChanged 1
		SP:Iteration 27Q (2299.290000 sec): 3 clusters
  Score: Raw -813721.731670 + Penalty 2958.973977 = -810762.757694
  nChanged 1
		SP:Iteration 28Q (2299.510000 sec): 3 clusters
  Score: Raw -813721.803956 + Penalty 2958.973977 = -810762.829979
  nChanged 0
		SP:Iteration 29F (2299.730000 sec): 3 clusters
  Score: Raw -813721.803956 + Penalty 2958.973977 = -810762.829979
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 27 (6907 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2299.870000 sec): 2 clusters
  Score: Raw -605209.695931 + Penalty 1436.547234 = -603773.148697
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2300.050000 sec): 3 clusters
  Score: Raw -601548.323138 + Penalty 2873.094467 = -598675.228670
  nChanged 2938
		SP:Iteration 1F (2300.220000 sec): 3 clusters
  Score: Raw -603615.097577 + Penalty 2873.094467 = -600742.003109
  nChanged 767
		SP:Iteration 2F (2300.450000 sec): 3 clusters
  Score: Raw -604815.445474 + Penalty 2873.094467 = -601942.351006
  nChanged 849
		SP:Iteration 3F (2300.630000 sec): 3 clusters
  Score: Raw -606074.762442 + Penalty 2873.094467 = -603201.667974
  nChanged 655
		SP:Iteration 4F (2300.840000 sec): 3 clusters
  Score: Raw -606791.914024 + Penalty 2873.094467 = -603918.819556
  nChanged 396
		SP:Iteration 5F (2301.030000 sec): 3 clusters
  Score: Raw -607111.066011 + Penalty 2873.094467 = -604237.971544
  nChanged 232
		SP:Iteration 6Q (2301.260000 sec): 3 clusters
  Score: Raw -607255.951148 + Penalty 2873.094467 = -604382.856680
  nChanged 144
		SP:Iteration 7Q (2301.460000 sec): 3 clusters
  Score: Raw -607335.124461 + Penalty 2873.094467 = -604462.029993
  nChanged 101
		SP:Iteration 8Q (2301.680000 sec): 3 clusters
  Score: Raw -607402.160863 + Penalty 2873.094467 = -604529.066396
  nChanged 104
		SP:Iteration 9Q (2301.860000 sec): 3 clusters
  Score: Raw -607481.543591 + Penalty 2873.094467 = -604608.449124
  nChanged 112
		SP:Iteration 10Q (2302.060000 sec): 3 clusters
  Score: Raw -607553.338587 + Penalty 2873.094467 = -604680.244119
  nChanged 109
		SP:Iteration 11Q (2302.280000 sec): 3 clusters
  Score: Raw -607614.697499 + Penalty 2873.094467 = -604741.603031
  nChanged 104
		SP:Iteration 12Q (2302.460000 sec): 3 clusters
  Score: Raw -607692.041419 + Penalty 2873.094467 = -604818.946952
  nChanged 126
		SP:Iteration 13Q (2302.620000 sec): 3 clusters
  Score: Raw -607782.223564 + Penalty 2873.094467 = -604909.129097
  nChanged 113
		SP:Iteration 14Q (2302.820000 sec): 3 clusters
  Score: Raw -607837.793330 + Penalty 2873.094467 = -604964.698862
  nChanged 95
		SP:Iteration 15Q (2303.010000 sec): 3 clusters
  Score: Raw -607878.387494 + Penalty 2873.094467 = -605005.293027
  nChanged 91
		SP:Iteration 16Q (2303.260000 sec): 3 clusters
  Score: Raw -607912.083735 + Penalty 2873.094467 = -605038.989268
  nChanged 77
		SP:Iteration 17Q (2303.480000 sec): 3 clusters
  Score: Raw -607939.646900 + Penalty 2873.094467 = -605066.552432
  nChanged 73
		SP:Iteration 18Q (2303.730000 sec): 3 clusters
  Score: Raw -607961.841915 + Penalty 2873.094467 = -605088.747448
  nChanged 66
		SP:Iteration 19Q (2303.920000 sec): 3 clusters
  Score: Raw -607981.783229 + Penalty 2873.094467 = -605108.688762
  nChanged 66
		SP:Iteration 20F (2304.160000 sec): 3 clusters
  Score: Raw -607999.005059 + Penalty 2873.094467 = -605125.910592
  nChanged 57
		SP:Iteration 21Q (2304.360000 sec): 3 clusters
  Score: Raw -608015.639777 + Penalty 2873.094467 = -605142.545310
  nChanged 59
		SP:Iteration 22Q (2304.560000 sec): 3 clusters
  Score: Raw -608033.374828 + Penalty 2873.094467 = -605160.280361
  nChanged 57
		SP:Iteration 23Q (2304.780000 sec): 3 clusters
  Score: Raw -608048.995011 + Penalty 2873.094467 = -605175.900544
  nChanged 54
		SP:Iteration 24Q (2304.960000 sec): 3 clusters
  Score: Raw -608063.173523 + Penalty 2873.094467 = -605190.079056
  nChanged 44
		SP:Iteration 25Q (2305.210000 sec): 3 clusters
  Score: Raw -608077.281496 + Penalty 2873.094467 = -605204.187028
  nChanged 56
		SP:Iteration 26Q (2305.400000 sec): 3 clusters
  Score: Raw -608096.142684 + Penalty 2873.094467 = -605223.048217
  nChanged 57
		SP:Iteration 27Q (2305.620000 sec): 3 clusters
  Score: Raw -608115.991054 + Penalty 2873.094467 = -605242.896586
  nChanged 56
		SP:Iteration 28Q (2305.820000 sec): 3 clusters
  Score: Raw -608138.431338 + Penalty 2873.094467 = -605265.336870
  nChanged 60
		SP:Iteration 29Q (2306.000000 sec): 3 clusters
  Score: Raw -608158.867734 + Penalty 2873.094467 = -605285.773267
  nChanged 47
		SP:Iteration 30Q (2306.210000 sec): 3 clusters
  Score: Raw -608173.566398 + Penalty 2873.094467 = -605300.471931
  nChanged 44
		SP:Iteration 31Q (2306.440000 sec): 3 clusters
  Score: Raw -608187.736527 + Penalty 2873.094467 = -605314.642060
  nChanged 38
		SP:Iteration 32Q (2306.630000 sec): 3 clusters
  Score: Raw -608198.548248 + Penalty 2873.094467 = -605325.453780
  nChanged 33
		SP:Iteration 33Q (2306.840000 sec): 3 clusters
  Score: Raw -608206.023444 + Penalty 2873.094467 = -605332.928976
  nChanged 25
		SP:Iteration 34Q (2307.010000 sec): 3 clusters
  Score: Raw -608211.749443 + Penalty 2873.094467 = -605338.654976
  nChanged 24
		SP:Iteration 35Q (2307.220000 sec): 3 clusters
  Score: Raw -608216.336116 + Penalty 2873.094467 = -605343.241648
  nChanged 14
		SP:Iteration 36Q (2307.420000 sec): 3 clusters
  Score: Raw -608219.108165 + Penalty 2873.094467 = -605346.013698
  nChanged 13
		SP:Iteration 37Q (2307.660000 sec): 3 clusters
  Score: Raw -608221.517013 + Penalty 2873.094467 = -605348.422545
  nChanged 18
		SP:Iteration 38Q (2307.890000 sec): 3 clusters
  Score: Raw -608225.261060 + Penalty 2873.094467 = -605352.166592
  nChanged 13
		SP:Iteration 39Q (2308.110000 sec): 3 clusters
  Score: Raw -608228.264806 + Penalty 2873.094467 = -605355.170338
  nChanged 12
		SP:Iteration 40F (2308.360000 sec): 3 clusters
  Score: Raw -608231.340456 + Penalty 2873.094467 = -605358.245989
  nChanged 12
		SP:Iteration 41Q (2308.570000 sec): 3 clusters
  Score: Raw -608233.999218 + Penalty 2873.094467 = -605360.904751
  nChanged 9
		SP:Iteration 42Q (2308.730000 sec): 3 clusters
  Score: Raw -608235.898854 + Penalty 2873.094467 = -605362.804386
  nChanged 8
		SP:Iteration 43Q (2308.920000 sec): 3 clusters
  Score: Raw -608237.199054 + Penalty 2873.094467 = -605364.104587
  nChanged 4
		SP:Iteration 44Q (2309.080000 sec): 3 clusters
  Score: Raw -608237.779849 + Penalty 2873.094467 = -605364.685381
  nChanged 2
		SP:Iteration 45Q (2309.250000 sec): 3 clusters
  Score: Raw -608238.175975 + Penalty 2873.094467 = -605365.081507
  nChanged 3
		SP:Iteration 46Q (2309.420000 sec): 3 clusters
  Score: Raw -608238.712343 + Penalty 2873.094467 = -605365.617875
  nChanged 2
		SP:Iteration 47Q (2309.650000 sec): 3 clusters
  Score: Raw -608238.968146 + Penalty 2873.094467 = -605365.873678
  nChanged 1
		SP:Iteration 48Q (2309.860000 sec): 3 clusters
  Score: Raw -608239.089711 + Penalty 2873.094467 = -605365.995244
  nChanged 2
		SP:Iteration 49Q (2310.090000 sec): 3 clusters
  Score: Raw -608239.326093 + Penalty 2873.094467 = -605366.231625
  nChanged 0
		SP:Iteration 50F (2310.230000 sec): 3 clusters
  Score: Raw -608239.326093 + Penalty 2873.094467 = -605366.231625
  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 5.74 GB.

 Trying to split cluster 28 (5413 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2310.340000 sec): 2 clusters
  Score: Raw -377755.244668 + Penalty 1396.940796 = -376358.303872
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2310.540000 sec): 3 clusters
  Score: Raw -374966.753827 + Penalty 2793.881593 = -372172.872234
  nChanged 2289
		SP:Iteration 1F (2310.710000 sec): 3 clusters
  Score: Raw -377728.297811 + Penalty 2793.881593 = -374934.416218
  nChanged 820
		SP:Iteration 2F (2310.840000 sec): 3 clusters
  Score: Raw -379684.437961 + Penalty 2793.881593 = -376890.556368
  nChanged 606
		SP:Iteration 3F (2310.980000 sec): 3 clusters
  Score: Raw -380789.448604 + Penalty 2793.881593 = -377995.567011
  nChanged 347
		SP:Iteration 4F (2311.170000 sec): 3 clusters
  Score: Raw -381198.948963 + Penalty 2793.881593 = -378405.067370
  nChanged 195
		SP:Iteration 5Q (2311.380000 sec): 3 clusters
  Score: Raw -381407.625153 + Penalty 2793.881593 = -378613.743560
  nChanged 139
		SP:Iteration 6Q (2311.540000 sec): 3 clusters
  Score: Raw -381532.449856 + Penalty 2793.881593 = -378738.568264
  nChanged 99
		SP:Iteration 7Q (2311.720000 sec): 3 clusters
  Score: Raw -381628.251526 + Penalty 2793.881593 = -378834.369933
  nChanged 79
		SP:Iteration 8Q (2311.950000 sec): 3 clusters
  Score: Raw -381722.111333 + Penalty 2793.881593 = -378928.229740
  nChanged 75
		SP:Iteration 9Q (2312.090000 sec): 3 clusters
  Score: Raw -381815.292504 + Penalty 2793.881593 = -379021.410911
  nChanged 65
		SP:Iteration 10Q (2312.270000 sec): 3 clusters
  Score: Raw -381888.970932 + Penalty 2793.881593 = -379095.089340
  nChanged 67
		SP:Iteration 11Q (2312.450000 sec): 3 clusters
  Score: Raw -381947.875510 + Penalty 2793.881593 = -379153.993917
  nChanged 65
		SP:Iteration 12Q (2312.670000 sec): 3 clusters
  Score: Raw -382010.164377 + Penalty 2793.881593 = -379216.282785
  nChanged 64
		SP:Iteration 13Q (2312.880000 sec): 3 clusters
  Score: Raw -382085.669456 + Penalty 2793.881593 = -379291.787863
  nChanged 94
		SP:Iteration 14Q (2313.090000 sec): 3 clusters
  Score: Raw -382243.419221 + Penalty 2793.881593 = -379449.537629
  nChanged 115
		SP:Iteration 15Q (2313.320000 sec): 3 clusters
  Score: Raw -382446.638150 + Penalty 2793.881593 = -379652.756558
  nChanged 134
		SP:Iteration 16Q (2313.530000 sec): 3 clusters
  Score: Raw -382706.007536 + Penalty 2793.881593 = -379912.125943
  nChanged 119
		SP:Iteration 17Q (2313.740000 sec): 3 clusters
  Score: Raw -382906.550828 + Penalty 2793.881593 = -380112.669235
  nChanged 104
		SP:Iteration 18Q (2313.910000 sec): 3 clusters
  Score: Raw -383020.761032 + Penalty 2793.881593 = -380226.879439
  nChanged 91
		SP:Iteration 19Q (2314.110000 sec): 3 clusters
  Score: Raw -383087.391661 + Penalty 2793.881593 = -380293.510068
  nChanged 62
		SP:Iteration 20F (2314.250000 sec): 3 clusters
  Score: Raw -383123.080560 + Penalty 2793.881593 = -380329.198967
  nChanged 42
		SP:Iteration 21Q (2314.460000 sec): 3 clusters
  Score: Raw -383142.770280 + Penalty 2793.881593 = -380348.888687
  nChanged 42
		SP:Iteration 22Q (2314.620000 sec): 3 clusters
  Score: Raw -383164.653499 + Penalty 2793.881593 = -380370.771906
  nChanged 47
		SP:Iteration 23Q (2314.830000 sec): 3 clusters
  Score: Raw -383191.261550 + Penalty 2793.881593 = -380397.379958
  nChanged 41
		SP:Iteration 24Q (2315.030000 sec): 3 clusters
  Score: Raw -383207.869408 + Penalty 2793.881593 = -380413.987816
  nChanged 29
		SP:Iteration 25Q (2315.230000 sec): 3 clusters
  Score: Raw -383217.617639 + Penalty 2793.881593 = -380423.736046
  nChanged 24
		SP:Iteration 26Q (2315.440000 sec): 3 clusters
  Score: Raw -383224.670655 + Penalty 2793.881593 = -380430.789062
  nChanged 16
		SP:Iteration 27Q (2315.630000 sec): 3 clusters
  Score: Raw -383228.056765 + Penalty 2793.881593 = -380434.175172
  nChanged 12
		SP:Iteration 28Q (2315.820000 sec): 3 clusters
  Score: Raw -383231.326694 + Penalty 2793.881593 = -380437.445101
  nChanged 16
		SP:Iteration 29Q (2316.020000 sec): 3 clusters
  Score: Raw -383236.295016 + Penalty 2793.881593 = -380442.413423
  nChanged 21
		SP:Iteration 30Q (2316.230000 sec): 3 clusters
  Score: Raw -383246.037600 + Penalty 2793.881593 = -380452.156007
  nChanged 32
		SP:Iteration 31Q (2316.430000 sec): 3 clusters
  Score: Raw -383261.368481 + Penalty 2793.881593 = -380467.486888
  nChanged 42
		SP:Iteration 32Q (2316.660000 sec): 3 clusters
  Score: Raw -383287.418812 + Penalty 2793.881593 = -380493.537220
  nChanged 43
		SP:Iteration 33Q (2316.850000 sec): 3 clusters
  Score: Raw -383318.896478 + Penalty 2793.881593 = -380525.014885
  nChanged 47
		SP:Iteration 34Q (2317.070000 sec): 3 clusters
  Score: Raw -383371.992789 + Penalty 2793.881593 = -380578.111196
  nChanged 77
		SP:Iteration 35Q (2317.270000 sec): 3 clusters
  Score: Raw -383508.017689 + Penalty 2793.881593 = -380714.136096
  nChanged 77
		SP:Iteration 36Q (2317.440000 sec): 3 clusters
  Score: Raw -383629.542308 + Penalty 2793.881593 = -380835.660715
  nChanged 41
		SP:Iteration 37Q (2317.670000 sec): 3 clusters
  Score: Raw -383653.865110 + Penalty 2793.881593 = -380859.983517
  nChanged 11
		SP:Iteration 38Q (2317.880000 sec): 3 clusters
  Score: Raw -383657.550460 + Penalty 2793.881593 = -380863.668868
  nChanged 4
		SP:Iteration 39Q (2318.090000 sec): 3 clusters
  Score: Raw -383658.637353 + Penalty 2793.881593 = -380864.755761
  nChanged 2
		SP:Iteration 40F (2318.300000 sec): 3 clusters
  Score: Raw -383658.891540 + Penalty 2793.881593 = -380865.009947
  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 5.74 GB.

 Trying to split cluster 29 (4508 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2318.410000 sec): 2 clusters
  Score: Raw -405660.613557 + Penalty 1367.211442 = -404293.402115
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2318.600000 sec): 3 clusters
  Score: Raw -403425.450343 + Penalty 2734.422884 = -400691.027458
  nChanged 1843
		SP:Iteration 1F (2318.760000 sec): 3 clusters
  Score: Raw -404517.671213 + Penalty 2734.422884 = -401783.248329
  nChanged 442
		SP:Iteration 2F (2318.970000 sec): 3 clusters
  Score: Raw -405018.335810 + Penalty 2734.422884 = -402283.912926
  nChanged 486
		SP:Iteration 3F (2319.150000 sec): 3 clusters
  Score: Raw -405683.177583 + Penalty 2734.422884 = -402948.754699
  nChanged 437
		SP:Iteration 4F (2319.360000 sec): 3 clusters
  Score: Raw -406284.944270 + Penalty 2734.422884 = -403550.521386
  nChanged 326
		SP:Iteration 5F (2319.530000 sec): 3 clusters
  Score: Raw -406746.540885 + Penalty 2734.422884 = -404012.118001
  nChanged 220
		SP:Iteration 6Q (2319.730000 sec): 3 clusters
  Score: Raw -407040.360473 + Penalty 2734.422884 = -404305.937589
  nChanged 157
		SP:Iteration 7Q (2319.910000 sec): 3 clusters
  Score: Raw -407156.426098 + Penalty 2734.422884 = -404422.003213
  nChanged 102
		SP:Iteration 8Q (2320.150000 sec): 3 clusters
  Score: Raw -407209.549484 + Penalty 2734.422884 = -404475.126599
  nChanged 60
		SP:Iteration 9Q (2320.320000 sec): 3 clusters
  Score: Raw -407241.057599 + Penalty 2734.422884 = -404506.634715
  nChanged 47
		SP:Iteration 10Q (2320.500000 sec): 3 clusters
  Score: Raw -407272.215892 + Penalty 2734.422884 = -404537.793007
  nChanged 51
		SP:Iteration 11Q (2320.710000 sec): 3 clusters
  Score: Raw -407318.098647 + Penalty 2734.422884 = -404583.675762
  nChanged 62
		SP:Iteration 12Q (2320.940000 sec): 3 clusters
  Score: Raw -407370.066750 + Penalty 2734.422884 = -404635.643865
  nChanged 50
		SP:Iteration 13Q (2321.100000 sec): 3 clusters
  Score: Raw -407406.852617 + Penalty 2734.422884 = -404672.429733
  nChanged 38
		SP:Iteration 14Q (2321.310000 sec): 3 clusters
  Score: Raw -407420.415955 + Penalty 2734.422884 = -404685.993070
  nChanged 22
		SP:Iteration 15Q (2321.530000 sec): 3 clusters
  Score: Raw -407426.221933 + Penalty 2734.422884 = -404691.799048
  nChanged 14
		SP:Iteration 16Q (2321.710000 sec): 3 clusters
  Score: Raw -407430.822770 + Penalty 2734.422884 = -404696.399886
  nChanged 12
		SP:Iteration 17Q (2321.940000 sec): 3 clusters
  Score: Raw -407433.948546 + Penalty 2734.422884 = -404699.525662
  nChanged 10
		SP:Iteration 18Q (2322.120000 sec): 3 clusters
  Score: Raw -407436.542823 + Penalty 2734.422884 = -404702.119939
  nChanged 5
		SP:Iteration 19Q (2322.340000 sec): 3 clusters
  Score: Raw -407437.728451 + Penalty 2734.422884 = -404703.305567
  nChanged 5
		SP:Iteration 20F (2322.550000 sec): 3 clusters
  Score: Raw -407438.993237 + Penalty 2734.422884 = -404704.570353
  nChanged 5
		SP:Iteration 21Q (2322.720000 sec): 3 clusters
  Score: Raw -407440.195077 + Penalty 2734.422884 = -404705.772193
  nChanged 3
		SP:Iteration 22Q (2322.920000 sec): 3 clusters
  Score: Raw -407440.893880 + Penalty 2734.422884 = -404706.470995
  nChanged 1
		SP:Iteration 23Q (2323.100000 sec): 3 clusters
  Score: Raw -407441.055254 + Penalty 2734.422884 = -404706.632369
  nChanged 1
		SP:Iteration 24Q (2323.270000 sec): 3 clusters
  Score: Raw -407441.290360 + Penalty 2734.422884 = -404706.867475
  nChanged 1
		SP:Iteration 25Q (2323.450000 sec): 3 clusters
  Score: Raw -407441.437882 + Penalty 2734.422884 = -404707.014998
  nChanged 0
		SP:Iteration 26F (2323.630000 sec): 3 clusters
  Score: Raw -407441.437882 + Penalty 2734.422884 = -404707.014998
  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 5.74 GB.

 Trying to split cluster 30 (3172 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2323.780000 sec): 2 clusters
  Score: Raw -205060.311691 + Penalty 1310.094107 = -203750.217584
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2323.930000 sec): 3 clusters
  Score: Raw -203660.752631 + Penalty 2620.188214 = -201040.564417
  nChanged 1274
		SP:Iteration 1F (2324.120000 sec): 3 clusters
  Score: Raw -205541.004274 + Penalty 2620.188214 = -202920.816059
  nChanged 464
		SP:Iteration 2F (2324.320000 sec): 3 clusters
  Score: Raw -206566.902798 + Penalty 2620.188214 = -203946.714584
  nChanged 312
		SP:Iteration 3F (2324.510000 sec): 3 clusters
  Score: Raw -207087.404348 + Penalty 2620.188214 = -204467.216134
  nChanged 230
		SP:Iteration 4F (2324.670000 sec): 3 clusters
  Score: Raw -207543.224739 + Penalty 2620.188214 = -204923.036524
  nChanged 229
		SP:Iteration 5F (2324.870000 sec): 3 clusters
  Score: Raw -208254.926412 + Penalty 2620.188214 = -205634.738198
  nChanged 204
		SP:Iteration 6F (2325.080000 sec): 3 clusters
  Score: Raw -208956.648730 + Penalty 2620.188214 = -206336.460515
  nChanged 147
		SP:Iteration 7Q (2325.250000 sec): 3 clusters
  Score: Raw -209407.426629 + Penalty 2620.188214 = -206787.238415
  nChanged 100
		SP:Iteration 8Q (2325.430000 sec): 3 clusters
  Score: Raw -209667.926841 + Penalty 2620.188214 = -207047.738626
  nChanged 74
		SP:Iteration 9Q (2325.680000 sec): 3 clusters
  Score: Raw -209872.340092 + Penalty 2620.188214 = -207252.151878
  nChanged 60
		SP:Iteration 10Q (2325.860000 sec): 3 clusters
  Score: Raw -210013.230060 + Penalty 2620.188214 = -207393.041845
  nChanged 39
		SP:Iteration 11Q (2326.050000 sec): 3 clusters
  Score: Raw -210151.211101 + Penalty 2620.188214 = -207531.022887
  nChanged 31
		SP:Iteration 12Q (2326.250000 sec): 3 clusters
  Score: Raw -210221.735654 + Penalty 2620.188214 = -207601.547440
  nChanged 24
		SP:Iteration 13Q (2326.430000 sec): 3 clusters
  Score: Raw -210250.431373 + Penalty 2620.188214 = -207630.243158
  nChanged 18
		SP:Iteration 14Q (2326.620000 sec): 3 clusters
  Score: Raw -210270.023900 + Penalty 2620.188214 = -207649.835686
  nChanged 15
		SP:Iteration 15Q (2326.790000 sec): 3 clusters
  Score: Raw -210284.229997 + Penalty 2620.188214 = -207664.041782
  nChanged 17
		SP:Iteration 16Q (2327.010000 sec): 3 clusters
  Score: Raw -210298.570528 + Penalty 2620.188214 = -207678.382313
  nChanged 11
		SP:Iteration 17Q (2327.210000 sec): 3 clusters
  Score: Raw -210311.749084 + Penalty 2620.188214 = -207691.560869
  nChanged 16
		SP:Iteration 18Q (2327.380000 sec): 3 clusters
  Score: Raw -210326.367292 + Penalty 2620.188214 = -207706.179077
  nChanged 9
		SP:Iteration 19Q (2327.580000 sec): 3 clusters
  Score: Raw -210333.638589 + Penalty 2620.188214 = -207713.450374
  nChanged 6
		SP:Iteration 20F (2327.780000 sec): 3 clusters
  Score: Raw -210355.904308 + Penalty 2620.188214 = -207735.716094
  nChanged 6
		SP:Iteration 21Q (2328.000000 sec): 3 clusters
  Score: Raw -210367.480599 + Penalty 2620.188214 = -207747.292384
  nChanged 8
		SP:Iteration 22Q (2328.170000 sec): 3 clusters
  Score: Raw -210374.744534 + Penalty 2620.188214 = -207754.556320
  nChanged 8
		SP:Iteration 23Q (2328.400000 sec): 3 clusters
  Score: Raw -210381.827257 + Penalty 2620.188214 = -207761.639043
  nChanged 8
		SP:Iteration 24Q (2328.570000 sec): 3 clusters
  Score: Raw -210386.577462 + Penalty 2620.188214 = -207766.389248
  nChanged 5
		SP:Iteration 25Q (2328.760000 sec): 3 clusters
  Score: Raw -210388.925414 + Penalty 2620.188214 = -207768.737200
  nChanged 4
		SP:Iteration 26Q (2328.910000 sec): 3 clusters
  Score: Raw -210391.755490 + Penalty 2620.188214 = -207771.567275
  nChanged 5
		SP:Iteration 27Q (2329.060000 sec): 3 clusters
  Score: Raw -210393.758051 + Penalty 2620.188214 = -207773.569836
  nChanged 0
		SP:Iteration 28F (2329.240000 sec): 3 clusters
  Score: Raw -210393.758051 + Penalty 2620.188214 = -207773.569836
  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 5.74 GB.

 Trying to split cluster 31 (106839 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2329.830000 sec): 2 clusters
  Score: Raw -9789584.397761 + Penalty 1881.600225 = -9787702.797536
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2330.440000 sec): 3 clusters
  Score: Raw -9719830.640048 + Penalty 3763.200450 = -9716067.439598
  nChanged 51259
		SP:Iteration 1F (2331.070000 sec): 3 clusters
  Score: Raw -9750952.733700 + Penalty 3763.200450 = -9747189.533250
  nChanged 4906
		SP:Iteration 2Q (2331.750000 sec): 3 clusters
  Score: Raw -9752858.865640 + Penalty 3763.200450 = -9749095.665190
  nChanged 5827
		SP:Iteration 3F (2332.480000 sec): 3 clusters
  Score: Raw -9755662.344887 + Penalty 3763.200450 = -9751899.144437
  nChanged 6808
		SP:Iteration 4F (2333.210000 sec): 3 clusters
  Score: Raw -9759519.165180 + Penalty 3763.200450 = -9755755.964731
  nChanged 7469
		SP:Iteration 5F (2333.910000 sec): 3 clusters
  Score: Raw -9764118.984344 + Penalty 3763.200450 = -9760355.783894
  nChanged 7185
		SP:Iteration 6F (2334.560000 sec): 3 clusters
  Score: Raw -9768414.939783 + Penalty 3763.200450 = -9764651.739333
  nChanged 6219
		SP:Iteration 7F (2335.280000 sec): 3 clusters
  Score: Raw -9771974.322949 + Penalty 3763.200450 = -9768211.122499
  nChanged 5083
		SP:Iteration 8Q (2335.980000 sec): 3 clusters
  Score: Raw -9774829.742067 + Penalty 3763.200450 = -9771066.541617
  nChanged 4162
		SP:Iteration 9Q (2336.740000 sec): 3 clusters
  Score: Raw -9777289.225437 + Penalty 3763.200450 = -9773526.024987
  nChanged 3690
		SP:Iteration 10Q (2337.490000 sec): 3 clusters
  Score: Raw -9779615.886022 + Penalty 3763.200450 = -9775852.685572
  nChanged 3364
		SP:Iteration 11Q (2338.220000 sec): 3 clusters
  Score: Raw -9781951.577251 + Penalty 3763.200450 = -9778188.376801
  nChanged 2926
		SP:Iteration 12Q (2338.900000 sec): 3 clusters
  Score: Raw -9784249.608226 + Penalty 3763.200450 = -9780486.407776
  nChanged 2351
		SP:Iteration 13Q (2339.570000 sec): 3 clusters
  Score: Raw -9786343.077772 + Penalty 3763.200450 = -9782579.877322
  nChanged 1620
		SP:Iteration 14Q (2340.280000 sec): 3 clusters
  Score: Raw -9787960.092357 + Penalty 3763.200450 = -9784196.891907
  nChanged 1140
		SP:Iteration 15Q (2340.950000 sec): 3 clusters
  Score: Raw -9789058.336077 + Penalty 3763.200450 = -9785295.135627
  nChanged 803
		SP:Iteration 16Q (2341.570000 sec): 3 clusters
  Score: Raw -9789646.555609 + Penalty 3763.200450 = -9785883.355159
  nChanged 570
		SP:Iteration 17Q (2342.190000 sec): 3 clusters
  Score: Raw -9789955.888176 + Penalty 3763.200450 = -9786192.687726
  nChanged 413
		SP:Iteration 18Q (2342.870000 sec): 3 clusters
  Score: Raw -9790142.170794 + Penalty 3763.200450 = -9786378.970345
  nChanged 321
		SP:Iteration 19Q (2343.530000 sec): 3 clusters
  Score: Raw -9790242.936790 + Penalty 3763.200450 = -9786479.736340
  nChanged 230
		SP:Iteration 20F (2344.190000 sec): 3 clusters
  Score: Raw -9790298.826729 + Penalty 3763.200450 = -9786535.626279
  nChanged 173
		SP:Iteration 21Q (2344.850000 sec): 3 clusters
  Score: Raw -9790335.521541 + Penalty 3763.200450 = -9786572.321091
  nChanged 139
		SP:Iteration 22Q (2345.510000 sec): 3 clusters
  Score: Raw -9790364.199219 + Penalty 3763.200450 = -9786600.998769
  nChanged 120
		SP:Iteration 23Q (2346.130000 sec): 3 clusters
  Score: Raw -9790385.580774 + Penalty 3763.200450 = -9786622.380324
  nChanged 98
		SP:Iteration 24Q (2346.740000 sec): 3 clusters
  Score: Raw -9790398.837261 + Penalty 3763.200450 = -9786635.636811
  nChanged 66
		SP:Iteration 25Q (2347.390000 sec): 3 clusters
  Score: Raw -9790407.254376 + Penalty 3763.200450 = -9786644.053927
  nChanged 58
		SP:Iteration 26Q (2348.150000 sec): 3 clusters
  Score: Raw -9790413.751299 + Penalty 3763.200450 = -9786650.550850
  nChanged 50
		SP:Iteration 27Q (2348.880000 sec): 3 clusters
  Score: Raw -9790419.641921 + Penalty 3763.200450 = -9786656.441471
  nChanged 38
		SP:Iteration 28Q (2349.550000 sec): 3 clusters
  Score: Raw -9790423.634220 + Penalty 3763.200450 = -9786660.433770
  nChanged 32
		SP:Iteration 29Q (2350.280000 sec): 3 clusters
  Score: Raw -9790426.026762 + Penalty 3763.200450 = -9786662.826312
  nChanged 23
		SP:Iteration 30Q (2351.020000 sec): 3 clusters
  Score: Raw -9790427.764099 + Penalty 3763.200450 = -9786664.563649
  nChanged 22
		SP:Iteration 31Q (2351.670000 sec): 3 clusters
  Score: Raw -9790429.931929 + Penalty 3763.200450 = -9786666.731480
  nChanged 27
		SP:Iteration 32Q (2352.300000 sec): 3 clusters
  Score: Raw -9790431.901856 + Penalty 3763.200450 = -9786668.701406
  nChanged 21
		SP:Iteration 33Q (2352.900000 sec): 3 clusters
  Score: Raw -9790433.321442 + Penalty 3763.200450 = -9786670.120992
  nChanged 16
		SP:Iteration 34Q (2353.570000 sec): 3 clusters
  Score: Raw -9790434.532450 + Penalty 3763.200450 = -9786671.332000
  nChanged 18
		SP:Iteration 35Q (2354.110000 sec): 3 clusters
  Score: Raw -9790436.018991 + Penalty 3763.200450 = -9786672.818541
  nChanged 24
		SP:Iteration 36Q (2354.680000 sec): 3 clusters
  Score: Raw -9790437.432630 + Penalty 3763.200450 = -9786674.232180
  nChanged 16
		SP:Iteration 37Q (2355.270000 sec): 3 clusters
  Score: Raw -9790438.426379 + Penalty 3763.200450 = -9786675.225930
  nChanged 11
		SP:Iteration 38Q (2355.950000 sec): 3 clusters
  Score: Raw -9790439.067299 + Penalty 3763.200450 = -9786675.866849
  nChanged 15
		SP:Iteration 39Q (2356.600000 sec): 3 clusters
  Score: Raw -9790440.041113 + Penalty 3763.200450 = -9786676.840663
  nChanged 10
		SP:Iteration 40F (2357.280000 sec): 3 clusters
  Score: Raw -9790440.652646 + Penalty 3763.200450 = -9786677.452196
  nChanged 7
		SP:Iteration 41Q (2357.980000 sec): 3 clusters
  Score: Raw -9790440.916725 + Penalty 3763.200450 = -9786677.716275
  nChanged 3
		SP:Iteration 42Q (2358.650000 sec): 3 clusters
  Score: Raw -9790441.095706 + Penalty 3763.200450 = -9786677.895256
  nChanged 4
		SP:Iteration 43Q (2359.390000 sec): 3 clusters
  Score: Raw -9790441.270876 + Penalty 3763.200450 = -9786678.070426
  nChanged 5
		SP:Iteration 44Q (2360.050000 sec): 3 clusters
  Score: Raw -9790441.673274 + Penalty 3763.200450 = -9786678.472824
  nChanged 7
		SP:Iteration 45Q (2360.700000 sec): 3 clusters
  Score: Raw -9790442.022162 + Penalty 3763.200450 = -9786678.821712
  nChanged 4
		SP:Iteration 46Q (2361.320000 sec): 3 clusters
  Score: Raw -9790442.201118 + Penalty 3763.200450 = -9786679.000668
  nChanged 7
		SP:Iteration 47Q (2361.890000 sec): 3 clusters
  Score: Raw -9790442.740914 + Penalty 3763.200450 = -9786679.540464
  nChanged 5
		SP:Iteration 48Q (2362.470000 sec): 3 clusters
  Score: Raw -9790443.019541 + Penalty 3763.200450 = -9786679.819091
  nChanged 5
		SP:Iteration 49Q (2363.080000 sec): 3 clusters
  Score: Raw -9790443.282357 + Penalty 3763.200450 = -9786680.081907
  nChanged 6
		SP:Iteration 50Q (2363.810000 sec): 3 clusters
  Score: Raw -9790443.641367 + Penalty 3763.200450 = -9786680.440917
  nChanged 3
		SP:Iteration 51Q (2364.410000 sec): 3 clusters
  Score: Raw -9790443.762852 + Penalty 3763.200450 = -9786680.562402
  nChanged 3
		SP:Iteration 52Q (2365.060000 sec): 3 clusters
  Score: Raw -9790443.986119 + Penalty 3763.200450 = -9786680.785669
  nChanged 4
		SP:Iteration 53Q (2365.650000 sec): 3 clusters
  Score: Raw -9790444.202824 + Penalty 3763.200450 = -9786681.002374
  nChanged 3
		SP:Iteration 54Q (2366.260000 sec): 3 clusters
  Score: Raw -9790444.519682 + Penalty 3763.200450 = -9786681.319232
  nChanged 7
		SP:Iteration 55Q (2366.870000 sec): 3 clusters
  Score: Raw -9790445.138314 + Penalty 3763.200450 = -9786681.937864
  nChanged 10
		SP:Iteration 56Q (2367.470000 sec): 3 clusters
  Score: Raw -9790445.866464 + Penalty 3763.200450 = -9786682.666015
  nChanged 15
		SP:Iteration 57Q (2368.110000 sec): 3 clusters
  Score: Raw -9790446.918048 + Penalty 3763.200450 = -9786683.717598
  nChanged 9
		SP:Iteration 58Q (2368.730000 sec): 3 clusters
  Score: Raw -9790447.553367 + Penalty 3763.200450 = -9786684.352917
  nChanged 9
		SP:Iteration 59Q (2369.320000 sec): 3 clusters
  Score: Raw -9790448.431748 + Penalty 3763.200450 = -9786685.231298
  nChanged 14
		SP:Iteration 60F (2369.960000 sec): 3 clusters
  Score: Raw -9790449.517703 + Penalty 3763.200450 = -9786686.317253
  nChanged 15
		SP:Iteration 61Q (2370.550000 sec): 3 clusters
  Score: Raw -9790450.862533 + Penalty 3763.200450 = -9786687.662083
  nChanged 13
		SP:Iteration 62Q (2371.170000 sec): 3 clusters
  Score: Raw -9790452.213261 + Penalty 3763.200450 = -9786689.012811
  nChanged 16
		SP:Iteration 63Q (2371.820000 sec): 3 clusters
  Score: Raw -9790453.392427 + Penalty 3763.200450 = -9786690.191977
  nChanged 10
		SP:Iteration 64Q (2372.470000 sec): 3 clusters
  Score: Raw -9790453.991359 + Penalty 3763.200450 = -9786690.790909
  nChanged 7
		SP:Iteration 65Q (2372.970000 sec): 3 clusters
  Score: Raw -9790454.480155 + Penalty 3763.200450 = -9786691.279705
  nChanged 11
		SP:Iteration 66Q (2373.680000 sec): 3 clusters
  Score: Raw -9790455.428834 + Penalty 3763.200450 = -9786692.228384
  nChanged 5
		SP:Iteration 67Q (2374.290000 sec): 3 clusters
  Score: Raw -9790455.738974 + Penalty 3763.200450 = -9786692.538524
  nChanged 5
		SP:Iteration 68Q (2374.900000 sec): 3 clusters
  Score: Raw -9790456.115942 + Penalty 3763.200450 = -9786692.915492
  nChanged 6
		SP:Iteration 69Q (2375.470000 sec): 3 clusters
  Score: Raw -9790456.535157 + Penalty 3763.200450 = -9786693.334707
  nChanged 9
		SP:Iteration 70Q (2376.160000 sec): 3 clusters
  Score: Raw -9790457.052483 + Penalty 3763.200450 = -9786693.852033
  nChanged 6
		SP:Iteration 71Q (2376.830000 sec): 3 clusters
  Score: Raw -9790457.273015 + Penalty 3763.200450 = -9786694.072565
  nChanged 6
		SP:Iteration 72Q (2377.450000 sec): 3 clusters
  Score: Raw -9790457.621698 + Penalty 3763.200450 = -9786694.421249
  nChanged 4
		SP:Iteration 73Q (2378.040000 sec): 3 clusters
  Score: Raw -9790457.864031 + Penalty 3763.200450 = -9786694.663581
  nChanged 6
		SP:Iteration 74Q (2378.570000 sec): 3 clusters
  Score: Raw -9790458.455453 + Penalty 3763.200450 = -9786695.255003
  nChanged 9
		SP:Iteration 75Q (2379.090000 sec): 3 clusters
  Score: Raw -9790458.928688 + Penalty 3763.200450 = -9786695.728238
  nChanged 8
		SP:Iteration 76Q (2379.640000 sec): 3 clusters
  Score: Raw -9790459.386354 + Penalty 3763.200450 = -9786696.185904
  nChanged 11
		SP:Iteration 77Q (2380.310000 sec): 3 clusters
  Score: Raw -9790460.127901 + Penalty 3763.200450 = -9786696.927451
  nChanged 8
		SP:Iteration 78Q (2380.950000 sec): 3 clusters
  Score: Raw -9790460.636049 + Penalty 3763.200450 = -9786697.435599
  nChanged 3
		SP:Iteration 79Q (2381.610000 sec): 3 clusters
  Score: Raw -9790460.721828 + Penalty 3763.200450 = -9786697.521378
  nChanged 3
		SP:Iteration 80F (2382.260000 sec): 3 clusters
  Score: Raw -9790460.977355 + Penalty 3763.200450 = -9786697.776905
  nChanged 4
		SP:Iteration 81Q (2382.890000 sec): 3 clusters
  Score: Raw -9790461.367448 + Penalty 3763.200450 = -9786698.166998
  nChanged 7
		SP:Iteration 82Q (2383.510000 sec): 3 clusters
  Score: Raw -9790461.742884 + Penalty 3763.200450 = -9786698.542434
  nChanged 9
		SP:Iteration 83Q (2384.090000 sec): 3 clusters
  Score: Raw -9790462.131838 + Penalty 3763.200450 = -9786698.931388
  nChanged 9
		SP:Iteration 84Q (2384.740000 sec): 3 clusters
  Score: Raw -9790462.568927 + Penalty 3763.200450 = -9786699.368477
  nChanged 3
		SP:Iteration 85Q (2385.380000 sec): 3 clusters
  Score: Raw -9790462.638858 + Penalty 3763.200450 = -9786699.438409
  nChanged 0
		SP:Iteration 86F (2386.100000 sec): 3 clusters
  Score: Raw -9790462.638858 + Penalty 3763.200450 = -9786699.438409
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 32 (30734 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2386.380000 sec): 2 clusters
  Score: Raw -2529747.797993 + Penalty 1679.132782 = -2528068.665211
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2386.660000 sec): 3 clusters
  Score: Raw -2510737.424153 + Penalty 3358.265564 = -2507379.158589
  nChanged 14261
		SP:Iteration 1F (2387.090000 sec): 3 clusters
  Score: Raw -2521121.983280 + Penalty 3358.265564 = -2517763.717716
  nChanged 2914
		SP:Iteration 2F (2387.520000 sec): 3 clusters
  Score: Raw -2523967.407394 + Penalty 3358.265564 = -2520609.141830
  nChanged 2908
		SP:Iteration 3F (2387.880000 sec): 3 clusters
  Score: Raw -2526510.468097 + Penalty 3358.265564 = -2523152.202533
  nChanged 2418
		SP:Iteration 4F (2388.320000 sec): 3 clusters
  Score: Raw -2528266.748621 + Penalty 3358.265564 = -2524908.483057
  nChanged 1845
		SP:Iteration 5F (2388.690000 sec): 3 clusters
  Score: Raw -2529263.819375 + Penalty 3358.265564 = -2525905.553811
  nChanged 1277
		SP:Iteration 6Q (2389.000000 sec): 3 clusters
  Score: Raw -2529806.709085 + Penalty 3358.265564 = -2526448.443521
  nChanged 906
		SP:Iteration 7Q (2389.360000 sec): 3 clusters
  Score: Raw -2530152.897354 + Penalty 3358.265564 = -2526794.631790
  nChanged 698
		SP:Iteration 8Q (2389.720000 sec): 3 clusters
  Score: Raw -2530390.029425 + Penalty 3358.265564 = -2527031.763860
  nChanged 580
		SP:Iteration 9Q (2390.110000 sec): 3 clusters
  Score: Raw -2530563.570277 + Penalty 3358.265564 = -2527205.304713
  nChanged 482
		SP:Iteration 10Q (2390.450000 sec): 3 clusters
  Score: Raw -2530733.557053 + Penalty 3358.265564 = -2527375.291489
  nChanged 482
		SP:Iteration 11Q (2390.790000 sec): 3 clusters
  Score: Raw -2530938.874128 + Penalty 3358.265564 = -2527580.608564
  nChanged 520
		SP:Iteration 12Q (2391.140000 sec): 3 clusters
  Score: Raw -2531249.236832 + Penalty 3358.265564 = -2527890.971268
  nChanged 634
		SP:Iteration 13Q (2391.460000 sec): 3 clusters
  Score: Raw -2531612.875229 + Penalty 3358.265564 = -2528254.609665
  nChanged 672
		SP:Iteration 14Q (2391.790000 sec): 3 clusters
  Score: Raw -2531978.891397 + Penalty 3358.265564 = -2528620.625833
  nChanged 613
		SP:Iteration 15Q (2392.160000 sec): 3 clusters
  Score: Raw -2532245.158270 + Penalty 3358.265564 = -2528886.892706
  nChanged 520
		SP:Iteration 16Q (2392.460000 sec): 3 clusters
  Score: Raw -2532400.067929 + Penalty 3358.265564 = -2529041.802365
  nChanged 387
		SP:Iteration 17Q (2392.800000 sec): 3 clusters
  Score: Raw -2532502.502107 + Penalty 3358.265564 = -2529144.236543
  nChanged 338
		SP:Iteration 18Q (2393.180000 sec): 3 clusters
  Score: Raw -2532584.477889 + Penalty 3358.265564 = -2529226.212325
  nChanged 300
		SP:Iteration 19Q (2393.520000 sec): 3 clusters
  Score: Raw -2532653.012749 + Penalty 3358.265564 = -2529294.747185
  nChanged 307
		SP:Iteration 20F (2393.890000 sec): 3 clusters
  Score: Raw -2532724.815142 + Penalty 3358.265564 = -2529366.549578
  nChanged 302
		SP:Iteration 21Q (2394.230000 sec): 3 clusters
  Score: Raw -2532793.626557 + Penalty 3358.265564 = -2529435.360993
  nChanged 298
		SP:Iteration 22Q (2394.570000 sec): 3 clusters
  Score: Raw -2532871.931097 + Penalty 3358.265564 = -2529513.665533
  nChanged 333
		SP:Iteration 23Q (2394.850000 sec): 3 clusters
  Score: Raw -2532971.708036 + Penalty 3358.265564 = -2529613.442471
  nChanged 331
		SP:Iteration 24Q (2395.200000 sec): 3 clusters
  Score: Raw -2533072.593592 + Penalty 3358.265564 = -2529714.328028
  nChanged 324
		SP:Iteration 25Q (2395.520000 sec): 3 clusters
  Score: Raw -2533153.266788 + Penalty 3358.265564 = -2529795.001224
  nChanged 291
		SP:Iteration 26Q (2395.880000 sec): 3 clusters
  Score: Raw -2533227.252095 + Penalty 3358.265564 = -2529868.986531
  nChanged 285
		SP:Iteration 27Q (2396.220000 sec): 3 clusters
  Score: Raw -2533295.490797 + Penalty 3358.265564 = -2529937.225233
  nChanged 261
		SP:Iteration 28Q (2396.560000 sec): 3 clusters
  Score: Raw -2533352.189808 + Penalty 3358.265564 = -2529993.924244
  nChanged 265
		SP:Iteration 29Q (2396.900000 sec): 3 clusters
  Score: Raw -2533404.678761 + Penalty 3358.265564 = -2530046.413197
  nChanged 238
		SP:Iteration 30Q (2397.200000 sec): 3 clusters
  Score: Raw -2533451.758118 + Penalty 3358.265564 = -2530093.492554
  nChanged 229
		SP:Iteration 31Q (2397.530000 sec): 3 clusters
  Score: Raw -2533494.830136 + Penalty 3358.265564 = -2530136.564572
  nChanged 207
		SP:Iteration 32Q (2397.860000 sec): 3 clusters
  Score: Raw -2533529.924342 + Penalty 3358.265564 = -2530171.658778
  nChanged 179
		SP:Iteration 33Q (2398.180000 sec): 3 clusters
  Score: Raw -2533558.845655 + Penalty 3358.265564 = -2530200.580090
  nChanged 172
		SP:Iteration 34Q (2398.480000 sec): 3 clusters
  Score: Raw -2533587.270298 + Penalty 3358.265564 = -2530229.004733
  nChanged 169
		SP:Iteration 35Q (2398.840000 sec): 3 clusters
  Score: Raw -2533615.708221 + Penalty 3358.265564 = -2530257.442657
  nChanged 171
		SP:Iteration 36Q (2399.170000 sec): 3 clusters
  Score: Raw -2533647.563585 + Penalty 3358.265564 = -2530289.298021
  nChanged 188
		SP:Iteration 37Q (2399.490000 sec): 3 clusters
  Score: Raw -2533682.554597 + Penalty 3358.265564 = -2530324.289033
  nChanged 170
		SP:Iteration 38Q (2399.860000 sec): 3 clusters
  Score: Raw -2533709.907279 + Penalty 3358.265564 = -2530351.641715
  nChanged 129
		SP:Iteration 39Q (2400.200000 sec): 3 clusters
  Score: Raw -2533730.255257 + Penalty 3358.265564 = -2530371.989693
  nChanged 114
		SP:Iteration 40F (2400.510000 sec): 3 clusters
  Score: Raw -2533746.138919 + Penalty 3358.265564 = -2530387.873355
  nChanged 98
		SP:Iteration 41Q (2400.840000 sec): 3 clusters
  Score: Raw -2533756.432315 + Penalty 3358.265564 = -2530398.166751
  nChanged 78
		SP:Iteration 42Q (2401.140000 sec): 3 clusters
  Score: Raw -2533764.903588 + Penalty 3358.265564 = -2530406.638024
  nChanged 82
		SP:Iteration 43Q (2401.500000 sec): 3 clusters
  Score: Raw -2533776.296012 + Penalty 3358.265564 = -2530418.030448
  nChanged 89
		SP:Iteration 44Q (2401.830000 sec): 3 clusters
  Score: Raw -2533788.980025 + Penalty 3358.265564 = -2530430.714461
  nChanged 87
		SP:Iteration 45Q (2402.140000 sec): 3 clusters
  Score: Raw -2533808.667390 + Penalty 3358.265564 = -2530450.401826
  nChanged 102
		SP:Iteration 46Q (2402.490000 sec): 3 clusters
  Score: Raw -2533840.841575 + Penalty 3358.265564 = -2530482.576011
  nChanged 109
		SP:Iteration 47Q (2402.830000 sec): 3 clusters
  Score: Raw -2533888.172794 + Penalty 3358.265564 = -2530529.907230
  nChanged 135
		SP:Iteration 48Q (2403.180000 sec): 3 clusters
  Score: Raw -2533974.957394 + Penalty 3358.265564 = -2530616.691830
  nChanged 145
		SP:Iteration 49Q (2403.500000 sec): 3 clusters
  Score: Raw -2534088.588593 + Penalty 3358.265564 = -2530730.323029
  nChanged 178
		SP:Iteration 50Q (2403.880000 sec): 3 clusters
  Score: Raw -2534174.115431 + Penalty 3358.265564 = -2530815.849867
  nChanged 162
		SP:Iteration 51Q (2404.200000 sec): 3 clusters
  Score: Raw -2534221.479292 + Penalty 3358.265564 = -2530863.213728
  nChanged 129
		SP:Iteration 52Q (2404.540000 sec): 3 clusters
  Score: Raw -2534248.809573 + Penalty 3358.265564 = -2530890.544008
  nChanged 96
		SP:Iteration 53Q (2404.900000 sec): 3 clusters
  Score: Raw -2534264.135032 + Penalty 3358.265564 = -2530905.869468
  nChanged 72
		SP:Iteration 54Q (2405.240000 sec): 3 clusters
  Score: Raw -2534274.423672 + Penalty 3358.265564 = -2530916.158108
  nChanged 56
		SP:Iteration 55Q (2405.550000 sec): 3 clusters
  Score: Raw -2534280.674913 + Penalty 3358.265564 = -2530922.409349
  nChanged 49
		SP:Iteration 56Q (2405.890000 sec): 3 clusters
  Score: Raw -2534286.169680 + Penalty 3358.265564 = -2530927.904116
  nChanged 46
		SP:Iteration 57Q (2406.180000 sec): 3 clusters
  Score: Raw -2534290.369780 + Penalty 3358.265564 = -2530932.104216
  nChanged 25
		SP:Iteration 58Q (2406.530000 sec): 3 clusters
  Score: Raw -2534292.064265 + Penalty 3358.265564 = -2530933.798701
  nChanged 16
		SP:Iteration 59Q (2406.880000 sec): 3 clusters
  Score: Raw -2534293.064333 + Penalty 3358.265564 = -2530934.798769
  nChanged 10
		SP:Iteration 60F (2407.230000 sec): 3 clusters
  Score: Raw -2534293.826931 + Penalty 3358.265564 = -2530935.561367
  nChanged 13
		SP:Iteration 61Q (2407.600000 sec): 3 clusters
  Score: Raw -2534294.704142 + Penalty 3358.265564 = -2530936.438577
  nChanged 15
		SP:Iteration 62Q (2407.930000 sec): 3 clusters
  Score: Raw -2534295.439349 + Penalty 3358.265564 = -2530937.173785
  nChanged 4
		SP:Iteration 63Q (2408.230000 sec): 3 clusters
  Score: Raw -2534295.610530 + Penalty 3358.265564 = -2530937.344966
  nChanged 1
		SP:Iteration 64Q (2408.560000 sec): 3 clusters
  Score: Raw -2534295.665293 + Penalty 3358.265564 = -2530937.399729
  nChanged 0
		SP:Iteration 65F (2408.930000 sec): 3 clusters
  Score: Raw -2534295.665293 + Penalty 3358.265564 = -2530937.399729
  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 5.74 GB.

 Trying to split cluster 33 (15328 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2409.110000 sec): 2 clusters
  Score: Raw -1363877.517831 + Penalty 1566.083431 = -1362311.434400
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2409.390000 sec): 3 clusters
  Score: Raw -1354868.904068 + Penalty 3132.166863 = -1351736.737205
  nChanged 6810
		SP:Iteration 1F (2409.650000 sec): 3 clusters
  Score: Raw -1358819.896510 + Penalty 3132.166863 = -1355687.729647
  nChanged 1167
		SP:Iteration 2F (2409.890000 sec): 3 clusters
  Score: Raw -1359778.757446 + Penalty 3132.166863 = -1356646.590584
  nChanged 1397
		SP:Iteration 3F (2410.200000 sec): 3 clusters
  Score: Raw -1361762.529080 + Penalty 3132.166863 = -1358630.362218
  nChanged 1687
		SP:Iteration 4F (2410.420000 sec): 3 clusters
  Score: Raw -1365718.636150 + Penalty 3132.166863 = -1362586.469287
  nChanged 1875
		SP:Iteration 5F (2410.720000 sec): 3 clusters
  Score: Raw -1376320.746468 + Penalty 3132.166863 = -1373188.579605
  nChanged 1325
		SP:Iteration 6F (2410.960000 sec): 3 clusters
  Score: Raw -1386350.406166 + Penalty 3132.166863 = -1383218.239304
  nChanged 357
		SP:Iteration 7Q (2411.220000 sec): 3 clusters
  Score: Raw -1388435.373257 + Penalty 3132.166863 = -1385303.206394
  nChanged 16
		SP:Iteration 8Q (2411.420000 sec): 3 clusters
  Score: Raw -1388459.859586 + Penalty 3132.166863 = -1385327.692723
  nChanged 2
		SP:Iteration 9Q (2411.640000 sec): 3 clusters
  Score: Raw -1388460.538299 + Penalty 3132.166863 = -1385328.371436
  nChanged 1
		SP:Iteration 10Q (2411.840000 sec): 3 clusters
  Score: Raw -1388460.726504 + Penalty 3132.166863 = -1385328.559642
  nChanged 0
		SP:Iteration 11F (2412.110000 sec): 3 clusters
  Score: Raw -1388460.726504 + Penalty 3132.166863 = -1385328.559642
  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 5.74 GB.

 Trying to split cluster 34 (11245 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2412.260000 sec): 2 clusters
  Score: Raw -963818.147013 + Penalty 1515.747815 = -962302.399198
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2412.480000 sec): 3 clusters
  Score: Raw -957344.778236 + Penalty 3031.495631 = -954313.282605
  nChanged 4937
		SP:Iteration 1F (2412.710000 sec): 3 clusters
  Score: Raw -960739.411262 + Penalty 3031.495631 = -957707.915631
  nChanged 1393
		SP:Iteration 2F (2412.920000 sec): 3 clusters
  Score: Raw -962963.959454 + Penalty 3031.495631 = -959932.463823
  nChanged 1451
		SP:Iteration 3F (2413.150000 sec): 3 clusters
  Score: Raw -965261.705974 + Penalty 3031.495631 = -962230.210343
  nChanged 1115
		SP:Iteration 4F (2413.390000 sec): 3 clusters
  Score: Raw -966710.723379 + Penalty 3031.495631 = -963679.227748
  nChanged 706
		SP:Iteration 5F (2413.640000 sec): 3 clusters
  Score: Raw -967605.473428 + Penalty 3031.495631 = -964573.977797
  nChanged 484
		SP:Iteration 6Q (2413.880000 sec): 3 clusters
  Score: Raw -968138.414466 + Penalty 3031.495631 = -965106.918835
  nChanged 477
		SP:Iteration 7Q (2414.120000 sec): 3 clusters
  Score: Raw -968509.016816 + Penalty 3031.495631 = -965477.521185
  nChanged 477
		SP:Iteration 8Q (2414.330000 sec): 3 clusters
  Score: Raw -968809.078940 + Penalty 3031.495631 = -965777.583309
  nChanged 484
		SP:Iteration 9Q (2414.600000 sec): 3 clusters
  Score: Raw -969176.822114 + Penalty 3031.495631 = -966145.326483
  nChanged 601
		SP:Iteration 10F (2414.840000 sec): 3 clusters
  Score: Raw -969795.247173 + Penalty 3031.495631 = -966763.751543
  nChanged 807
		SP:Iteration 11F (2415.080000 sec): 3 clusters
  Score: Raw -970918.809401 + Penalty 3031.495631 = -967887.313770
  nChanged 949
		SP:Iteration 12F (2415.260000 sec): 3 clusters
  Score: Raw -972722.768120 + Penalty 3031.495631 = -969691.272489
  nChanged 560
		SP:Iteration 13Q (2415.520000 sec): 3 clusters
  Score: Raw -973893.549450 + Penalty 3031.495631 = -970862.053819
  nChanged 233
		SP:Iteration 14Q (2415.720000 sec): 3 clusters
  Score: Raw -974191.234937 + Penalty 3031.495631 = -971159.739306
  nChanged 143
		SP:Iteration 15Q (2415.980000 sec): 3 clusters
  Score: Raw -974365.579646 + Penalty 3031.495631 = -971334.084015
  nChanged 141
		SP:Iteration 16Q (2416.200000 sec): 3 clusters
  Score: Raw -974536.342231 + Penalty 3031.495631 = -971504.846600
  nChanged 107
		SP:Iteration 17Q (2416.400000 sec): 3 clusters
  Score: Raw -974676.374166 + Penalty 3031.495631 = -971644.878535
  nChanged 81
		SP:Iteration 18Q (2416.620000 sec): 3 clusters
  Score: Raw -974772.640085 + Penalty 3031.495631 = -971741.144455
  nChanged 49
		SP:Iteration 19Q (2416.800000 sec): 3 clusters
  Score: Raw -974829.657416 + Penalty 3031.495631 = -971798.161785
  nChanged 32
		SP:Iteration 20F (2417.080000 sec): 3 clusters
  Score: Raw -974885.075194 + Penalty 3031.495631 = -971853.579563
  nChanged 39
		SP:Iteration 21Q (2417.290000 sec): 3 clusters
  Score: Raw -974929.177179 + Penalty 3031.495631 = -971897.681548
  nChanged 29
		SP:Iteration 22Q (2417.520000 sec): 3 clusters
  Score: Raw -974940.735709 + Penalty 3031.495631 = -971909.240078
  nChanged 12
		SP:Iteration 23Q (2417.780000 sec): 3 clusters
  Score: Raw -974944.444035 + Penalty 3031.495631 = -971912.948404
  nChanged 5
		SP:Iteration 24Q (2418.010000 sec): 3 clusters
  Score: Raw -974945.890679 + Penalty 3031.495631 = -971914.395048
  nChanged 6
		SP:Iteration 25Q (2418.190000 sec): 3 clusters
  Score: Raw -974948.120470 + Penalty 3031.495631 = -971916.624839
  nChanged 7
		SP:Iteration 26Q (2418.400000 sec): 3 clusters
  Score: Raw -974950.210084 + Penalty 3031.495631 = -971918.714453
  nChanged 2
		SP:Iteration 27Q (2418.610000 sec): 3 clusters
  Score: Raw -974950.560240 + Penalty 3031.495631 = -971919.064609
  nChanged 0
		SP:Iteration 28F (2418.840000 sec): 3 clusters
  Score: Raw -974950.560240 + Penalty 3031.495631 = -971919.064609
  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 5.74 GB.

 Trying to split cluster 35 (1832 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2418.930000 sec): 2 clusters
  Score: Raw -151962.238962 + Penalty 1220.889076 = -150741.349886
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2419.120000 sec): 3 clusters
  Score: Raw -151552.665160 + Penalty 2441.778152 = -149110.887008
  nChanged 716
		SP:Iteration 1F (2419.310000 sec): 3 clusters
  Score: Raw -153295.014642 + Penalty 2441.778152 = -150853.236489
  nChanged 343
		SP:Iteration 2F (2419.510000 sec): 3 clusters
  Score: Raw -154923.324366 + Penalty 2441.778152 = -152481.546214
  nChanged 166
		SP:Iteration 3F (2419.740000 sec): 3 clusters
  Score: Raw -155530.149138 + Penalty 2441.778152 = -153088.370986
  nChanged 52
		SP:Iteration 4Q (2419.910000 sec): 3 clusters
  Score: Raw -155685.596037 + Penalty 2441.778152 = -153243.817885
  nChanged 23
		SP:Iteration 5Q (2420.070000 sec): 3 clusters
  Score: Raw -155736.422508 + Penalty 2441.778152 = -153294.644356
  nChanged 4
		SP:Iteration 6Q (2420.280000 sec): 3 clusters
  Score: Raw -155739.731494 + Penalty 2441.778152 = -153297.953342
  nChanged 3
		SP:Iteration 7Q (2420.420000 sec): 3 clusters
  Score: Raw -155741.006263 + Penalty 2441.778152 = -153299.228111
  nChanged 0
		SP:Iteration 8F (2420.630000 sec): 3 clusters
  Score: Raw -155741.006263 + Penalty 2441.778152 = -153299.228111
  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 5.74 GB.

 Trying to split cluster 36 (14660 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (2420.760000 sec): 2 clusters
  Score: Raw -1357778.777135 + Penalty 1558.842671 = -1356219.934464
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (2420.990000 sec): 3 clusters
  Score: Raw -1349320.380314 + Penalty 3117.685342 = -1346202.694972
  nChanged 6530
		SP:Iteration 1F (2421.220000 sec): 3 clusters
  Score: Raw -1354096.834002 + Penalty 3117.685342 = -1350979.148660
  nChanged 1608
		SP:Iteration 2F (2421.490000 sec): 3 clusters
  Score: Raw -1356935.986979 + Penalty 3117.685342 = -1353818.301637
  nChanged 2213
		SP:Iteration 3F (2421.710000 sec): 3 clusters
  Score: Raw -1360855.293944 + Penalty 3117.685342 = -1357737.608602
  nChanged 1856
		SP:Iteration 4F (2421.960000 sec): 3 clusters
  Score: Raw -1364351.762113 + Penalty 3117.685342 = -1361234.076771
  nChanged 1016
		SP:Iteration 5F (2422.200000 sec): 3 clusters
  Score: Raw -1366287.171259 + Penalty 3117.685342 = -1363169.485917
  nChanged 577
		SP:Iteration 6Q (2422.490000 sec): 3 clusters
  Score: Raw -1367284.471638 + Penalty 3117.685342 = -1364166.786296
  nChanged 444
		SP:Iteration 7Q (2422.700000 sec): 3 clusters
  Score: Raw -1368184.737703 + Penalty 3117.685342 = -1365067.052361
  nChanged 358
		SP:Iteration 8Q (2422.950000 sec): 3 clusters
  Score: Raw -1368738.480832 + Penalty 3117.685342 = -1365620.795490
  nChanged 191
		SP:Iteration 9Q (2423.190000 sec): 3 clusters
  Score: Raw -1368899.585848 + Penalty 3117.685342 = -1365781.900506
  nChanged 89
		SP:Iteration 10Q (2423.440000 sec): 3 clusters
  Score: Raw -1368964.342443 + Penalty 3117.685342 = -1365846.657101
  nChanged 45
		SP:Iteration 11Q (2423.670000 sec): 3 clusters
  Score: Raw -1368980.908126 + Penalty 3117.685342 = -1365863.222784
  nChanged 18
		SP:Iteration 12Q (2423.880000 sec): 3 clusters
  Score: Raw -1368984.315972 + Penalty 3117.685342 = -1365866.630630
  nChanged 17
		SP:Iteration 13Q (2424.120000 sec): 3 clusters
  Score: Raw -1368987.272240 + Penalty 3117.685342 = -1365869.586898
  nChanged 11
		SP:Iteration 14Q (2424.370000 sec): 3 clusters
  Score: Raw -1368988.844725 + Penalty 3117.685342 = -1365871.159383
  nChanged 10
		SP:Iteration 15Q (2424.580000 sec): 3 clusters
  Score: Raw -1368990.463919 + Penalty 3117.685342 = -1365872.778577
  nChanged 10
		SP:Iteration 16Q (2424.800000 sec): 3 clusters
  Score: Raw -1368992.171951 + Penalty 3117.685342 = -1365874.486609
  nChanged 6
		SP:Iteration 17Q (2425.080000 sec): 3 clusters
  Score: Raw -1368993.008360 + Penalty 3117.685342 = -1365875.323018
  nChanged 8
		SP:Iteration 18Q (2425.260000 sec): 3 clusters
  Score: Raw -1368993.718947 + Penalty 3117.685342 = -1365876.033605
  nChanged 2
		SP:Iteration 19Q (2425.460000 sec): 3 clusters
  Score: Raw -1368993.881961 + Penalty 3117.685342 = -1365876.196619
  nChanged 2
		SP:Iteration 20F (2425.760000 sec): 3 clusters
  Score: Raw -1368994.325128 + Penalty 3117.685342 = -1365876.639786
  nChanged 3
		SP:Iteration 21Q (2425.970000 sec): 3 clusters
  Score: Raw -1368994.620233 + Penalty 3117.685342 = -1365876.934891
  nChanged 0
		SP:Iteration 22F (2426.220000 sec): 3 clusters
  Score: Raw -1368994.620233 + Penalty 3117.685342 = -1365876.934891
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 63.
Iteration 59Q (2486.980000 sec): 64 clusters
  Score: Raw -66817336.645241 + Penalty 139021.811901 = -66678314.833340
  nChanged 22646
Iteration 60F (2573.480000 sec): 64 clusters
  Score: Raw -66831778.432854 + Penalty 139021.811901 = -66692756.620953
  nChanged 14301
Iteration 61Q (2627.510000 sec): 64 clusters
  Score: Raw -66837024.194118 + Penalty 139021.811901 = -66698002.382218
  nChanged 7859
Iteration 62Q (2682.600000 sec): 64 clusters
  Score: Raw -66839549.394554 + Penalty 139021.811901 = -66700527.582654
  nChanged 5766
Iteration 63Q (2731.960000 sec): 64 clusters
  Score: Raw -66841310.561514 + Penalty 139021.811901 = -66702288.749613
  nChanged 4707
Iteration 64Q (2783.520000 sec): 64 clusters
  Score: Raw -66842674.979577 + Penalty 139021.811901 = -66703653.167676
  nChanged 4090
Iteration 65Q (2837.070000 sec): 64 clusters
  Score: Raw -66843799.558181 + Penalty 139021.811901 = -66704777.746280
  nChanged 3502
Iteration 66Q (2891.510000 sec): 64 clusters
  Score: Raw -66844736.927806 + Penalty 139021.811901 = -66705715.115905
  nChanged 3194
Iteration 67Q (2943.880000 sec): 64 clusters
  Score: Raw -66845543.296386 + Penalty 139021.811901 = -66706521.484485
  nChanged 2844
Iteration 68Q (2998.230000 sec): 64 clusters
  Score: Raw -66846226.349039 + Penalty 139021.811901 = -66707204.537139
  nChanged 2454
Iteration 69Q (3050.470000 sec): 64 clusters
  Score: Raw -66846767.502428 + Penalty 139021.811901 = -66707745.690528
  nChanged 2202
Iteration 70Q (3098.640000 sec): 64 clusters
  Score: Raw -66847227.421397 + Penalty 139021.811901 = -66708205.609496
  nChanged 1991
Iteration 71Q (3148.190000 sec): 64 clusters
  Score: Raw -66847592.205328 + Penalty 139021.811901 = -66708570.393427
  nChanged 1766
Iteration 72Q (3196.600000 sec): 64 clusters
  Score: Raw -66847912.658198 + Penalty 139021.811901 = -66708890.846297
  nChanged 1577
Iteration 73Q (3245.080000 sec): 64 clusters
  Score: Raw -66848158.792844 + Penalty 139021.811901 = -66709136.980944
  nChanged 1407
Iteration 74Q (3297.180000 sec): 64 clusters
  Score: Raw -66848385.756670 + Penalty 139021.811901 = -66709363.944769
  nChanged 1340
Iteration 75Q (3345.570000 sec): 64 clusters
  Score: Raw -66848594.951170 + Penalty 139021.811901 = -66709573.139269
  nChanged 1217
Iteration 76Q (3400.680000 sec): 64 clusters
  Score: Raw -66848781.436021 + Penalty 139021.811901 = -66709759.624121
  nChanged 1142
Iteration 77Q (3455.740000 sec): 64 clusters
  Score: Raw -66848961.967186 + Penalty 139021.811901 = -66709940.155286
  nChanged 1102
Iteration 78Q (3506.040000 sec): 64 clusters
  Score: Raw -66849131.716396 + Penalty 139021.811901 = -66710109.904495
  nChanged 1084
Iteration 79Q (3559.650000 sec): 64 clusters
  Score: Raw -66849289.706460 + Penalty 139021.811901 = -66710267.894559
  nChanged 1030
Iteration 80F (3649.410000 sec): 64 clusters
  Score: Raw -66849748.044270 + Penalty 139021.811901 = -66710726.232369
  nChanged 1257
Iteration 81Q (3702.660000 sec): 64 clusters
  Score: Raw -66850144.017489 + Penalty 139021.811901 = -66711122.205588
  nChanged 1397
Iteration 82Q (3750.760000 sec): 64 clusters
  Score: Raw -66850523.086126 + Penalty 139021.811901 = -66711501.274225
  nChanged 1499
Iteration 83Q (3802.720000 sec): 64 clusters
  Score: Raw -66850931.647020 + Penalty 139021.811901 = -66711909.835119
  nChanged 1548
Iteration 84Q (3853.240000 sec): 64 clusters
  Score: Raw -66851353.986006 + Penalty 139021.811901 = -66712332.174105
  nChanged 1604
Iteration 85Q (3904.050000 sec): 64 clusters
  Score: Raw -66851807.879186 + Penalty 139021.811901 = -66712786.067285
  nChanged 1745
Iteration 86Q (3953.390000 sec): 64 clusters
  Score: Raw -66852292.717937 + Penalty 139021.811901 = -66713270.906036
  nChanged 1929
Iteration 87Q (4003.480000 sec): 64 clusters
  Score: Raw -66852811.913170 + Penalty 139021.811901 = -66713790.101270
  nChanged 1918
Iteration 88Q (4054.110000 sec): 64 clusters
  Score: Raw -66853315.634901 + Penalty 139021.811901 = -66714293.823001
  nChanged 1943
Iteration 89Q (4111.230000 sec): 64 clusters
  Score: Raw -66853849.373096 + Penalty 139021.811901 = -66714827.561196
  nChanged 1983
Iteration 90Q (4164.170000 sec): 64 clusters
  Score: Raw -66854351.553238 + Penalty 139021.811901 = -66715329.741338
  nChanged 1977
Iteration 91Q (4216.650000 sec): 64 clusters
  Score: Raw -66854826.521779 + Penalty 139021.811901 = -66715804.709879
  nChanged 1882
Iteration 92Q (4266.470000 sec): 64 clusters
  Score: Raw -66855295.082841 + Penalty 139021.811901 = -66716273.270940
  nChanged 1855
Iteration 93Q (4319.990000 sec): 64 clusters
  Score: Raw -66855750.823855 + Penalty 139021.811901 = -66716729.011955
  nChanged 1747
Iteration 94Q (4369.370000 sec): 64 clusters
  Score: Raw -66856162.248409 + Penalty 139021.811901 = -66717140.436508
  nChanged 1569
Iteration 95Q (4418.120000 sec): 64 clusters
  Score: Raw -66856509.448007 + Penalty 139021.811901 = -66717487.636107
  nChanged 1448
Iteration 96Q (4466.220000 sec): 64 clusters
  Score: Raw -66856792.606400 + Penalty 139021.811901 = -66717770.794499
  nChanged 1398
Iteration 97Q (4518.120000 sec): 64 clusters
  Score: Raw -66857044.771623 + Penalty 139021.811901 = -66718022.959722
  nChanged 1294
Iteration 98Q (4569.600000 sec): 64 clusters
  Score: Raw -66857264.527585 + Penalty 139021.811901 = -66718242.715684
  nChanged 1192
Writing temp clu file 
Because OldScore, -66718022.959722, is greater than current (better) Score,-66718242.715684 
 Compute initial score before splitting:   Score: Raw -66857264.527585 + Penalty 139021.811901 = -66718242.715684
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 1 (5180 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4569.860000 sec): 2 clusters
  Score: Raw -490408.514914 + Penalty 1389.791054 = -489018.723859
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4570.070000 sec): 3 clusters
  Score: Raw -487661.434667 + Penalty 2779.582109 = -484881.852558
  nChanged 2097
		SP:Iteration 1F (4570.310000 sec): 3 clusters
  Score: Raw -488777.809575 + Penalty 2779.582109 = -485998.227466
  nChanged 358
		SP:Iteration 2F (4570.510000 sec): 3 clusters
  Score: Raw -488948.758064 + Penalty 2779.582109 = -486169.175955
  nChanged 253
		SP:Iteration 3Q (4570.660000 sec): 3 clusters
  Score: Raw -489049.825503 + Penalty 2779.582109 = -486270.243394
  nChanged 193
		SP:Iteration 4Q (4570.870000 sec): 3 clusters
  Score: Raw -489127.949442 + Penalty 2779.582109 = -486348.367334
  nChanged 150
		SP:Iteration 5Q (4571.060000 sec): 3 clusters
  Score: Raw -489182.432698 + Penalty 2779.582109 = -486402.850589
  nChanged 123
		SP:Iteration 6Q (4571.270000 sec): 3 clusters
  Score: Raw -489225.645425 + Penalty 2779.582109 = -486446.063316
  nChanged 96
		SP:Iteration 7Q (4571.460000 sec): 3 clusters
  Score: Raw -489255.395549 + Penalty 2779.582109 = -486475.813440
  nChanged 80
		SP:Iteration 8Q (4571.660000 sec): 3 clusters
  Score: Raw -489278.768984 + Penalty 2779.582109 = -486499.186875
  nChanged 66
		SP:Iteration 9Q (4571.850000 sec): 3 clusters
  Score: Raw -489295.402558 + Penalty 2779.582109 = -486515.820449
  nChanged 60
		SP:Iteration 10Q (4572.040000 sec): 3 clusters
  Score: Raw -489311.918005 + Penalty 2779.582109 = -486532.335896
  nChanged 64
		SP:Iteration 11Q (4572.260000 sec): 3 clusters
  Score: Raw -489327.504258 + Penalty 2779.582109 = -486547.922149
  nChanged 43
		SP:Iteration 12Q (4572.490000 sec): 3 clusters
  Score: Raw -489337.503656 + Penalty 2779.582109 = -486557.921547
  nChanged 32
		SP:Iteration 13Q (4572.720000 sec): 3 clusters
  Score: Raw -489346.071891 + Penalty 2779.582109 = -486566.489782
  nChanged 34
		SP:Iteration 14Q (4572.900000 sec): 3 clusters
  Score: Raw -489354.296665 + Penalty 2779.582109 = -486574.714556
  nChanged 31
		SP:Iteration 15Q (4573.120000 sec): 3 clusters
  Score: Raw -489363.010794 + Penalty 2779.582109 = -486583.428685
  nChanged 34
		SP:Iteration 16Q (4573.330000 sec): 3 clusters
  Score: Raw -489372.830631 + Penalty 2779.582109 = -486593.248522
  nChanged 37
		SP:Iteration 17Q (4573.500000 sec): 3 clusters
  Score: Raw -489380.749708 + Penalty 2779.582109 = -486601.167599
  nChanged 32
		SP:Iteration 18Q (4573.670000 sec): 3 clusters
  Score: Raw -489387.604066 + Penalty 2779.582109 = -486608.021957
  nChanged 34
		SP:Iteration 19Q (4573.870000 sec): 3 clusters
  Score: Raw -489394.360174 + Penalty 2779.582109 = -486614.778065
  nChanged 18
		SP:Iteration 20F (4574.020000 sec): 3 clusters
  Score: Raw -489398.545338 + Penalty 2779.582109 = -486618.963229
  nChanged 21
		SP:Iteration 21Q (4574.250000 sec): 3 clusters
  Score: Raw -489403.003302 + Penalty 2779.582109 = -486623.421193
  nChanged 20
		SP:Iteration 22Q (4574.410000 sec): 3 clusters
  Score: Raw -489406.913589 + Penalty 2779.582109 = -486627.331480
  nChanged 15
		SP:Iteration 23Q (4574.620000 sec): 3 clusters
  Score: Raw -489409.744439 + Penalty 2779.582109 = -486630.162330
  nChanged 16
		SP:Iteration 24Q (4574.790000 sec): 3 clusters
  Score: Raw -489413.978616 + Penalty 2779.582109 = -486634.396507
  nChanged 22
		SP:Iteration 25Q (4575.000000 sec): 3 clusters
  Score: Raw -489419.020888 + Penalty 2779.582109 = -486639.438779
  nChanged 22
		SP:Iteration 26Q (4575.180000 sec): 3 clusters
  Score: Raw -489422.495970 + Penalty 2779.582109 = -486642.913862
  nChanged 18
		SP:Iteration 27Q (4575.380000 sec): 3 clusters
  Score: Raw -489426.687438 + Penalty 2779.582109 = -486647.105329
  nChanged 18
		SP:Iteration 28Q (4575.630000 sec): 3 clusters
  Score: Raw -489430.232652 + Penalty 2779.582109 = -486650.650543
  nChanged 15
		SP:Iteration 29Q (4575.820000 sec): 3 clusters
  Score: Raw -489432.997611 + Penalty 2779.582109 = -486653.415502
  nChanged 18
		SP:Iteration 30Q (4576.040000 sec): 3 clusters
  Score: Raw -489437.013612 + Penalty 2779.582109 = -486657.431503
  nChanged 18
		SP:Iteration 31Q (4576.250000 sec): 3 clusters
  Score: Raw -489441.011032 + Penalty 2779.582109 = -486661.428923
  nChanged 25
		SP:Iteration 32Q (4576.480000 sec): 3 clusters
  Score: Raw -489447.813634 + Penalty 2779.582109 = -486668.231525
  nChanged 26
		SP:Iteration 33Q (4576.710000 sec): 3 clusters
  Score: Raw -489455.450289 + Penalty 2779.582109 = -486675.868180
  nChanged 33
		SP:Iteration 34Q (4576.900000 sec): 3 clusters
  Score: Raw -489461.896141 + Penalty 2779.582109 = -486682.314032
  nChanged 23
		SP:Iteration 35Q (4577.090000 sec): 3 clusters
  Score: Raw -489466.649072 + Penalty 2779.582109 = -486687.066964
  nChanged 24
		SP:Iteration 36Q (4577.280000 sec): 3 clusters
  Score: Raw -489471.485570 + Penalty 2779.582109 = -486691.903461
  nChanged 27
		SP:Iteration 37Q (4577.500000 sec): 3 clusters
  Score: Raw -489477.575754 + Penalty 2779.582109 = -486697.993645
  nChanged 29
		SP:Iteration 38Q (4577.700000 sec): 3 clusters
  Score: Raw -489486.355791 + Penalty 2779.582109 = -486706.773682
  nChanged 34
		SP:Iteration 39Q (4577.900000 sec): 3 clusters
  Score: Raw -489496.945497 + Penalty 2779.582109 = -486717.363388
  nChanged 38
		SP:Iteration 40F (4578.120000 sec): 3 clusters
  Score: Raw -489506.085943 + Penalty 2779.582109 = -486726.503834
  nChanged 27
		SP:Iteration 41Q (4578.310000 sec): 3 clusters
  Score: Raw -489512.440652 + Penalty 2779.582109 = -486732.858543
  nChanged 20
		SP:Iteration 42Q (4578.460000 sec): 3 clusters
  Score: Raw -489517.934096 + Penalty 2779.582109 = -486738.351987
  nChanged 13
		SP:Iteration 43Q (4578.650000 sec): 3 clusters
  Score: Raw -489521.073429 + Penalty 2779.582109 = -486741.491320
  nChanged 16
		SP:Iteration 44Q (4578.820000 sec): 3 clusters
  Score: Raw -489525.361679 + Penalty 2779.582109 = -486745.779570
  nChanged 22
		SP:Iteration 45Q (4579.030000 sec): 3 clusters
  Score: Raw -489529.840913 + Penalty 2779.582109 = -486750.258804
  nChanged 18
		SP:Iteration 46Q (4579.210000 sec): 3 clusters
  Score: Raw -489535.644783 + Penalty 2779.582109 = -486756.062674
  nChanged 20
		SP:Iteration 47Q (4579.410000 sec): 3 clusters
  Score: Raw -489541.402735 + Penalty 2779.582109 = -486761.820626
  nChanged 28
		SP:Iteration 48Q (4579.630000 sec): 3 clusters
  Score: Raw -489549.996802 + Penalty 2779.582109 = -486770.414693
  nChanged 35
		SP:Iteration 49Q (4579.830000 sec): 3 clusters
  Score: Raw -489561.264084 + Penalty 2779.582109 = -486781.681975
  nChanged 37
		SP:Iteration 50Q (4580.000000 sec): 3 clusters
  Score: Raw -489573.533159 + Penalty 2779.582109 = -486793.951050
  nChanged 43
		SP:Iteration 51Q (4580.200000 sec): 3 clusters
  Score: Raw -489588.780329 + Penalty 2779.582109 = -486809.198220
  nChanged 52
		SP:Iteration 52Q (4580.440000 sec): 3 clusters
  Score: Raw -489606.311362 + Penalty 2779.582109 = -486826.729253
  nChanged 48
		SP:Iteration 53Q (4580.680000 sec): 3 clusters
  Score: Raw -489623.794958 + Penalty 2779.582109 = -486844.212849
  nChanged 51
		SP:Iteration 54Q (4580.900000 sec): 3 clusters
  Score: Raw -489639.029687 + Penalty 2779.582109 = -486859.447578
  nChanged 55
		SP:Iteration 55Q (4581.120000 sec): 3 clusters
  Score: Raw -489656.485154 + Penalty 2779.582109 = -486876.903045
  nChanged 53
		SP:Iteration 56Q (4581.310000 sec): 3 clusters
  Score: Raw -489674.614627 + Penalty 2779.582109 = -486895.032518
  nChanged 61
		SP:Iteration 57Q (4581.520000 sec): 3 clusters
  Score: Raw -489701.019092 + Penalty 2779.582109 = -486921.436983
  nChanged 63
		SP:Iteration 58Q (4581.770000 sec): 3 clusters
  Score: Raw -489722.262670 + Penalty 2779.582109 = -486942.680561
  nChanged 46
		SP:Iteration 59Q (4581.970000 sec): 3 clusters
  Score: Raw -489735.683774 + Penalty 2779.582109 = -486956.101665
  nChanged 44
		SP:Iteration 60F (4582.140000 sec): 3 clusters
  Score: Raw -489747.543072 + Penalty 2779.582109 = -486967.960963
  nChanged 44
		SP:Iteration 61Q (4582.320000 sec): 3 clusters
  Score: Raw -489762.535558 + Penalty 2779.582109 = -486982.953449
  nChanged 59
		SP:Iteration 62Q (4582.540000 sec): 3 clusters
  Score: Raw -489782.488362 + Penalty 2779.582109 = -487002.906253
  nChanged 58
		SP:Iteration 63Q (4582.720000 sec): 3 clusters
  Score: Raw -489802.463825 + Penalty 2779.582109 = -487022.881716
  nChanged 59
		SP:Iteration 64Q (4582.940000 sec): 3 clusters
  Score: Raw -489828.813284 + Penalty 2779.582109 = -487049.231175
  nChanged 71
		SP:Iteration 65Q (4583.110000 sec): 3 clusters
  Score: Raw -489860.538060 + Penalty 2779.582109 = -487080.955951
  nChanged 72
		SP:Iteration 66Q (4583.320000 sec): 3 clusters
  Score: Raw -489891.380264 + Penalty 2779.582109 = -487111.798155
  nChanged 71
		SP:Iteration 67Q (4583.520000 sec): 3 clusters
  Score: Raw -489921.824889 + Penalty 2779.582109 = -487142.242780
  nChanged 68
		SP:Iteration 68Q (4583.730000 sec): 3 clusters
  Score: Raw -489954.629632 + Penalty 2779.582109 = -487175.047523
  nChanged 81
		SP:Iteration 69Q (4583.890000 sec): 3 clusters
  Score: Raw -489994.644605 + Penalty 2779.582109 = -487215.062496
  nChanged 78
		SP:Iteration 70Q (4584.100000 sec): 3 clusters
  Score: Raw -490036.253672 + Penalty 2779.582109 = -487256.671563
  nChanged 88
		SP:Iteration 71Q (4584.290000 sec): 3 clusters
  Score: Raw -490080.924905 + Penalty 2779.582109 = -487301.342796
  nChanged 84
		SP:Iteration 72Q (4584.460000 sec): 3 clusters
  Score: Raw -490131.377910 + Penalty 2779.582109 = -487351.795801
  nChanged 92
		SP:Iteration 73Q (4584.660000 sec): 3 clusters
  Score: Raw -490183.670138 + Penalty 2779.582109 = -487404.088029
  nChanged 85
		SP:Iteration 74Q (4584.900000 sec): 3 clusters
  Score: Raw -490233.426658 + Penalty 2779.582109 = -487453.844549
  nChanged 80
		SP:Iteration 75Q (4585.060000 sec): 3 clusters
  Score: Raw -490286.751566 + Penalty 2779.582109 = -487507.169457
  nChanged 71
		SP:Iteration 76Q (4585.260000 sec): 3 clusters
  Score: Raw -490329.154009 + Penalty 2779.582109 = -487549.571900
  nChanged 58
		SP:Iteration 77Q (4585.450000 sec): 3 clusters
  Score: Raw -490367.833737 + Penalty 2779.582109 = -487588.251628
  nChanged 54
		SP:Iteration 78Q (4585.650000 sec): 3 clusters
  Score: Raw -490412.091221 + Penalty 2779.582109 = -487632.509112
  nChanged 48
		SP:Iteration 79Q (4585.880000 sec): 3 clusters
  Score: Raw -490446.680164 + Penalty 2779.582109 = -487667.098055
  nChanged 41
		SP:Iteration 80F (4586.060000 sec): 3 clusters
  Score: Raw -490477.453223 + Penalty 2779.582109 = -487697.871115
  nChanged 25
		SP:Iteration 81Q (4586.240000 sec): 3 clusters
  Score: Raw -490493.267988 + Penalty 2779.582109 = -487713.685879
  nChanged 21
		SP:Iteration 82Q (4586.390000 sec): 3 clusters
  Score: Raw -490503.740642 + Penalty 2779.582109 = -487724.158533
  nChanged 14
		SP:Iteration 83Q (4586.580000 sec): 3 clusters
  Score: Raw -490512.546566 + Penalty 2779.582109 = -487732.964457
  nChanged 11
		SP:Iteration 84Q (4586.740000 sec): 3 clusters
  Score: Raw -490518.724506 + Penalty 2779.582109 = -487739.142397
  nChanged 10
		SP:Iteration 85Q (4586.960000 sec): 3 clusters
  Score: Raw -490524.469600 + Penalty 2779.582109 = -487744.887491
  nChanged 10
		SP:Iteration 86Q (4587.190000 sec): 3 clusters
  Score: Raw -490530.165666 + Penalty 2779.582109 = -487750.583557
  nChanged 2
		SP:Iteration 87Q (4587.340000 sec): 3 clusters
  Score: Raw -490531.572305 + Penalty 2779.582109 = -487751.990196
  nChanged 3
		SP:Iteration 88Q (4587.550000 sec): 3 clusters
  Score: Raw -490532.844633 + Penalty 2779.582109 = -487753.262524
  nChanged 2
		SP:Iteration 89Q (4587.760000 sec): 3 clusters
  Score: Raw -490534.214320 + Penalty 2779.582109 = -487754.632211
  nChanged 3
		SP:Iteration 90Q (4587.950000 sec): 3 clusters
  Score: Raw -490535.784668 + Penalty 2779.582109 = -487756.202559
  nChanged 3
		SP:Iteration 91Q (4588.110000 sec): 3 clusters
  Score: Raw -490537.699101 + Penalty 2779.582109 = -487758.116992
  nChanged 5
		SP:Iteration 92Q (4588.330000 sec): 3 clusters
  Score: Raw -490540.521214 + Penalty 2779.582109 = -487760.939105
  nChanged 4
		SP:Iteration 93Q (4588.500000 sec): 3 clusters
  Score: Raw -490542.284073 + Penalty 2779.582109 = -487762.701964
  nChanged 1
		SP:Iteration 94Q (4588.670000 sec): 3 clusters
  Score: Raw -490542.812959 + Penalty 2779.582109 = -487763.230850
  nChanged 1
		SP:Iteration 95Q (4588.880000 sec): 3 clusters
  Score: Raw -490543.399007 + Penalty 2779.582109 = -487763.816898
  nChanged 0
		SP:Iteration 96F (4589.060000 sec): 3 clusters
  Score: Raw -490543.399007 + Penalty 2779.582109 = -487763.816898
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 2 (6982 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4589.180000 sec): 2 clusters
  Score: Raw -599858.585698 + Penalty 1438.302237 = -598420.283461
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4589.420000 sec): 3 clusters
  Score: Raw -596045.563853 + Penalty 2876.604473 = -593168.959380
  nChanged 2934
		SP:Iteration 1F (4589.620000 sec): 3 clusters
  Score: Raw -597586.461480 + Penalty 2876.604473 = -594709.857007
  nChanged 497
		SP:Iteration 2F (4589.820000 sec): 3 clusters
  Score: Raw -597844.450922 + Penalty 2876.604473 = -594967.846448
  nChanged 420
		SP:Iteration 3F (4590.070000 sec): 3 clusters
  Score: Raw -598060.707927 + Penalty 2876.604473 = -595184.103453
  nChanged 335
		SP:Iteration 4Q (4590.260000 sec): 3 clusters
  Score: Raw -598214.749821 + Penalty 2876.604473 = -595338.145348
  nChanged 267
		SP:Iteration 5Q (4590.500000 sec): 3 clusters
  Score: Raw -598350.058950 + Penalty 2876.604473 = -595473.454476
  nChanged 238
		SP:Iteration 6Q (4590.760000 sec): 3 clusters
  Score: Raw -598470.433263 + Penalty 2876.604473 = -595593.828789
  nChanged 226
		SP:Iteration 7Q (4590.970000 sec): 3 clusters
  Score: Raw -598602.249104 + Penalty 2876.604473 = -595725.644630
  nChanged 240
		SP:Iteration 8Q (4591.180000 sec): 3 clusters
  Score: Raw -598746.024500 + Penalty 2876.604473 = -595869.420027
  nChanged 243
		SP:Iteration 9Q (4591.360000 sec): 3 clusters
  Score: Raw -598895.054528 + Penalty 2876.604473 = -596018.450055
  nChanged 232
		SP:Iteration 10Q (4591.580000 sec): 3 clusters
  Score: Raw -599036.877613 + Penalty 2876.604473 = -596160.273139
  nChanged 219
		SP:Iteration 11Q (4591.790000 sec): 3 clusters
  Score: Raw -599195.738624 + Penalty 2876.604473 = -596319.134151
  nChanged 225
		SP:Iteration 12Q (4591.970000 sec): 3 clusters
  Score: Raw -599370.950607 + Penalty 2876.604473 = -596494.346133
  nChanged 227
		SP:Iteration 13Q (4592.200000 sec): 3 clusters
  Score: Raw -599540.719741 + Penalty 2876.604473 = -596664.115267
  nChanged 175
		SP:Iteration 14Q (4592.340000 sec): 3 clusters
  Score: Raw -599696.264115 + Penalty 2876.604473 = -596819.659641
  nChanged 151
		SP:Iteration 15Q (4592.520000 sec): 3 clusters
  Score: Raw -599828.372208 + Penalty 2876.604473 = -596951.767735
  nChanged 151
		SP:Iteration 16Q (4592.680000 sec): 3 clusters
  Score: Raw -599955.236818 + Penalty 2876.604473 = -597078.632345
  nChanged 113
		SP:Iteration 17Q (4592.900000 sec): 3 clusters
  Score: Raw -600044.300227 + Penalty 2876.604473 = -597167.695753
  nChanged 93
		SP:Iteration 18Q (4593.140000 sec): 3 clusters
  Score: Raw -600114.469534 + Penalty 2876.604473 = -597237.865061
  nChanged 83
		SP:Iteration 19Q (4593.320000 sec): 3 clusters
  Score: Raw -600164.328388 + Penalty 2876.604473 = -597287.723914
  nChanged 69
		SP:Iteration 20F (4593.500000 sec): 3 clusters
  Score: Raw -600207.807422 + Penalty 2876.604473 = -597331.202949
  nChanged 64
		SP:Iteration 21Q (4593.720000 sec): 3 clusters
  Score: Raw -600241.569424 + Penalty 2876.604473 = -597364.964950
  nChanged 39
		SP:Iteration 22Q (4593.950000 sec): 3 clusters
  Score: Raw -600260.262390 + Penalty 2876.604473 = -597383.657917
  nChanged 33
		SP:Iteration 23Q (4594.140000 sec): 3 clusters
  Score: Raw -600274.625145 + Penalty 2876.604473 = -597398.020671
  nChanged 31
		SP:Iteration 24Q (4594.350000 sec): 3 clusters
  Score: Raw -600286.237551 + Penalty 2876.604473 = -597409.633077
  nChanged 22
		SP:Iteration 25Q (4594.520000 sec): 3 clusters
  Score: Raw -600294.438073 + Penalty 2876.604473 = -597417.833600
  nChanged 17
		SP:Iteration 26Q (4594.750000 sec): 3 clusters
  Score: Raw -600303.487270 + Penalty 2876.604473 = -597426.882797
  nChanged 22
		SP:Iteration 27Q (4594.970000 sec): 3 clusters
  Score: Raw -600315.114239 + Penalty 2876.604473 = -597438.509766
  nChanged 24
		SP:Iteration 28Q (4595.180000 sec): 3 clusters
  Score: Raw -600322.411770 + Penalty 2876.604473 = -597445.807297
  nChanged 13
		SP:Iteration 29Q (4595.440000 sec): 3 clusters
  Score: Raw -600325.854731 + Penalty 2876.604473 = -597449.250257
  nChanged 11
		SP:Iteration 30Q (4595.610000 sec): 3 clusters
  Score: Raw -600329.076437 + Penalty 2876.604473 = -597452.471964
  nChanged 5
		SP:Iteration 31Q (4595.830000 sec): 3 clusters
  Score: Raw -600330.468618 + Penalty 2876.604473 = -597453.864144
  nChanged 5
		SP:Iteration 32Q (4595.990000 sec): 3 clusters
  Score: Raw -600331.400367 + Penalty 2876.604473 = -597454.795894
  nChanged 2
		SP:Iteration 33Q (4596.190000 sec): 3 clusters
  Score: Raw -600332.513234 + Penalty 2876.604473 = -597455.908760
  nChanged 4
		SP:Iteration 34Q (4596.420000 sec): 3 clusters
  Score: Raw -600333.734616 + Penalty 2876.604473 = -597457.130142
  nChanged 5
		SP:Iteration 35Q (4596.610000 sec): 3 clusters
  Score: Raw -600334.539814 + Penalty 2876.604473 = -597457.935340
  nChanged 4
		SP:Iteration 36Q (4596.840000 sec): 3 clusters
  Score: Raw -600335.990819 + Penalty 2876.604473 = -597459.386345
  nChanged 6
		SP:Iteration 37Q (4597.070000 sec): 3 clusters
  Score: Raw -600337.888532 + Penalty 2876.604473 = -597461.284058
  nChanged 4
		SP:Iteration 38Q (4597.290000 sec): 3 clusters
  Score: Raw -600338.439112 + Penalty 2876.604473 = -597461.834638
  nChanged 2
		SP:Iteration 39Q (4597.500000 sec): 3 clusters
  Score: Raw -600338.831885 + Penalty 2876.604473 = -597462.227411
  nChanged 2
		SP:Iteration 40F (4597.710000 sec): 3 clusters
  Score: Raw -600339.446663 + Penalty 2876.604473 = -597462.842190
  nChanged 4
		SP:Iteration 41Q (4597.900000 sec): 3 clusters
  Score: Raw -600340.334845 + Penalty 2876.604473 = -597463.730372
  nChanged 4
		SP:Iteration 42Q (4598.090000 sec): 3 clusters
  Score: Raw -600341.078609 + Penalty 2876.604473 = -597464.474135
  nChanged 4
		SP:Iteration 43Q (4598.290000 sec): 3 clusters
  Score: Raw -600342.443584 + Penalty 2876.604473 = -597465.839111
  nChanged 9
		SP:Iteration 44Q (4598.550000 sec): 3 clusters
  Score: Raw -600345.083135 + Penalty 2876.604473 = -597468.478662
  nChanged 11
		SP:Iteration 45Q (4598.740000 sec): 3 clusters
  Score: Raw -600347.724875 + Penalty 2876.604473 = -597471.120402
  nChanged 10
		SP:Iteration 46Q (4598.930000 sec): 3 clusters
  Score: Raw -600350.232162 + Penalty 2876.604473 = -597473.627689
  nChanged 9
		SP:Iteration 47Q (4599.120000 sec): 3 clusters
  Score: Raw -600352.577751 + Penalty 2876.604473 = -597475.973278
  nChanged 7
		SP:Iteration 48Q (4599.330000 sec): 3 clusters
  Score: Raw -600354.640531 + Penalty 2876.604473 = -597478.036057
  nChanged 7
		SP:Iteration 49Q (4599.570000 sec): 3 clusters
  Score: Raw -600356.408243 + Penalty 2876.604473 = -597479.803769
  nChanged 10
		SP:Iteration 50Q (4599.780000 sec): 3 clusters
  Score: Raw -600359.046675 + Penalty 2876.604473 = -597482.442202
  nChanged 5
		SP:Iteration 51Q (4599.940000 sec): 3 clusters
  Score: Raw -600360.409241 + Penalty 2876.604473 = -597483.804768
  nChanged 6
		SP:Iteration 52Q (4600.110000 sec): 3 clusters
  Score: Raw -600361.700601 + Penalty 2876.604473 = -597485.096127
  nChanged 6
		SP:Iteration 53Q (4600.340000 sec): 3 clusters
  Score: Raw -600363.388868 + Penalty 2876.604473 = -597486.784394
  nChanged 12
		SP:Iteration 54Q (4600.540000 sec): 3 clusters
  Score: Raw -600367.441343 + Penalty 2876.604473 = -597490.836870
  nChanged 9
		SP:Iteration 55Q (4600.730000 sec): 3 clusters
  Score: Raw -600370.102029 + Penalty 2876.604473 = -597493.497556
  nChanged 10
		SP:Iteration 56Q (4600.970000 sec): 3 clusters
  Score: Raw -600374.779442 + Penalty 2876.604473 = -597498.174969
  nChanged 12
		SP:Iteration 57Q (4601.150000 sec): 3 clusters
  Score: Raw -600380.446878 + Penalty 2876.604473 = -597503.842405
  nChanged 14
		SP:Iteration 58Q (4601.350000 sec): 3 clusters
  Score: Raw -600385.399987 + Penalty 2876.604473 = -597508.795514
  nChanged 17
		SP:Iteration 59Q (4601.550000 sec): 3 clusters
  Score: Raw -600392.508010 + Penalty 2876.604473 = -597515.903536
  nChanged 19
		SP:Iteration 60F (4601.740000 sec): 3 clusters
  Score: Raw -600398.765046 + Penalty 2876.604473 = -597522.160572
  nChanged 20
		SP:Iteration 61Q (4601.930000 sec): 3 clusters
  Score: Raw -600405.122716 + Penalty 2876.604473 = -597528.518242
  nChanged 19
		SP:Iteration 62Q (4602.130000 sec): 3 clusters
  Score: Raw -600411.785229 + Penalty 2876.604473 = -597535.180755
  nChanged 20
		SP:Iteration 63Q (4602.350000 sec): 3 clusters
  Score: Raw -600417.890245 + Penalty 2876.604473 = -597541.285771
  nChanged 28
		SP:Iteration 64Q (4602.510000 sec): 3 clusters
  Score: Raw -600425.730578 + Penalty 2876.604473 = -597549.126104
  nChanged 22
		SP:Iteration 65Q (4602.740000 sec): 3 clusters
  Score: Raw -600432.589297 + Penalty 2876.604473 = -597555.984823
  nChanged 19
		SP:Iteration 66Q (4602.930000 sec): 3 clusters
  Score: Raw -600438.230101 + Penalty 2876.604473 = -597561.625628
  nChanged 14
		SP:Iteration 67Q (4603.150000 sec): 3 clusters
  Score: Raw -600442.562236 + Penalty 2876.604473 = -597565.957762
  nChanged 15
		SP:Iteration 68Q (4603.310000 sec): 3 clusters
  Score: Raw -600446.403413 + Penalty 2876.604473 = -597569.798939
  nChanged 16
		SP:Iteration 69Q (4603.530000 sec): 3 clusters
  Score: Raw -600450.223065 + Penalty 2876.604473 = -597573.618592
  nChanged 10
		SP:Iteration 70Q (4603.730000 sec): 3 clusters
  Score: Raw -600452.638944 + Penalty 2876.604473 = -597576.034470
  nChanged 11
		SP:Iteration 71Q (4603.890000 sec): 3 clusters
  Score: Raw -600455.585749 + Penalty 2876.604473 = -597578.981276
  nChanged 14
		SP:Iteration 72Q (4604.090000 sec): 3 clusters
  Score: Raw -600459.643042 + Penalty 2876.604473 = -597583.038569
  nChanged 16
		SP:Iteration 73Q (4604.300000 sec): 3 clusters
  Score: Raw -600463.551719 + Penalty 2876.604473 = -597586.947246
  nChanged 9
		SP:Iteration 74Q (4604.450000 sec): 3 clusters
  Score: Raw -600465.544890 + Penalty 2876.604473 = -597588.940416
  nChanged 10
		SP:Iteration 75Q (4604.650000 sec): 3 clusters
  Score: Raw -600469.483478 + Penalty 2876.604473 = -597592.879005
  nChanged 10
		SP:Iteration 76Q (4604.880000 sec): 3 clusters
  Score: Raw -600472.154418 + Penalty 2876.604473 = -597595.549944
  nChanged 15
		SP:Iteration 77Q (4605.080000 sec): 3 clusters
  Score: Raw -600476.856774 + Penalty 2876.604473 = -597600.252300
  nChanged 17
		SP:Iteration 78Q (4605.250000 sec): 3 clusters
  Score: Raw -600483.842095 + Penalty 2876.604473 = -597607.237621
  nChanged 21
		SP:Iteration 79Q (4605.440000 sec): 3 clusters
  Score: Raw -600490.024312 + Penalty 2876.604473 = -597613.419839
  nChanged 18
		SP:Iteration 80F (4605.640000 sec): 3 clusters
  Score: Raw -600495.423088 + Penalty 2876.604473 = -597618.818615
  nChanged 23
		SP:Iteration 81Q (4605.830000 sec): 3 clusters
  Score: Raw -600503.865466 + Penalty 2876.604473 = -597627.260993
  nChanged 22
		SP:Iteration 82Q (4606.070000 sec): 3 clusters
  Score: Raw -600510.905855 + Penalty 2876.604473 = -597634.301382
  nChanged 18
		SP:Iteration 83Q (4606.230000 sec): 3 clusters
  Score: Raw -600515.359357 + Penalty 2876.604473 = -597638.754883
  nChanged 13
		SP:Iteration 84Q (4606.430000 sec): 3 clusters
  Score: Raw -600518.556406 + Penalty 2876.604473 = -597641.951932
  nChanged 20
		SP:Iteration 85Q (4606.650000 sec): 3 clusters
  Score: Raw -600523.628633 + Penalty 2876.604473 = -597647.024159
  nChanged 13
		SP:Iteration 86Q (4606.830000 sec): 3 clusters
  Score: Raw -600527.268215 + Penalty 2876.604473 = -597650.663741
  nChanged 18
		SP:Iteration 87Q (4607.010000 sec): 3 clusters
  Score: Raw -600531.806180 + Penalty 2876.604473 = -597655.201707
  nChanged 23
		SP:Iteration 88Q (4607.200000 sec): 3 clusters
  Score: Raw -600538.560016 + Penalty 2876.604473 = -597661.955542
  nChanged 19
		SP:Iteration 89Q (4607.430000 sec): 3 clusters
  Score: Raw -600542.966893 + Penalty 2876.604473 = -597666.362420
  nChanged 17
		SP:Iteration 90Q (4607.630000 sec): 3 clusters
  Score: Raw -600547.255047 + Penalty 2876.604473 = -597670.650574
  nChanged 20
		SP:Iteration 91Q (4607.780000 sec): 3 clusters
  Score: Raw -600551.571559 + Penalty 2876.604473 = -597674.967086
  nChanged 14
		SP:Iteration 92Q (4607.980000 sec): 3 clusters
  Score: Raw -600555.894364 + Penalty 2876.604473 = -597679.289891
  nChanged 13
		SP:Iteration 93Q (4608.170000 sec): 3 clusters
  Score: Raw -600559.511093 + Penalty 2876.604473 = -597682.906620
  nChanged 12
		SP:Iteration 94Q (4608.410000 sec): 3 clusters
  Score: Raw -600562.135953 + Penalty 2876.604473 = -597685.531480
  nChanged 8
		SP:Iteration 95Q (4608.590000 sec): 3 clusters
  Score: Raw -600564.228886 + Penalty 2876.604473 = -597687.624412
  nChanged 10
		SP:Iteration 96Q (4608.780000 sec): 3 clusters
  Score: Raw -600567.093668 + Penalty 2876.604473 = -597690.489194
  nChanged 9
		SP:Iteration 97Q (4608.980000 sec): 3 clusters
  Score: Raw -600569.255128 + Penalty 2876.604473 = -597692.650654
  nChanged 11
		SP:Iteration 98Q (4609.130000 sec): 3 clusters
  Score: Raw -600573.161470 + Penalty 2876.604473 = -597696.556996
  nChanged 10
		SP:Iteration 99Q (4609.310000 sec): 3 clusters
  Score: Raw -600576.917993 + Penalty 2876.604473 = -597700.313519
  nChanged 10
		SP:Iteration 100F (4609.490000 sec): 3 clusters
  Score: Raw -600579.828924 + Penalty 2876.604473 = -597703.224451
  nChanged 17
		SP:Iteration 101Q (4609.700000 sec): 3 clusters
  Score: Raw -600585.572242 + Penalty 2876.604473 = -597708.967769
  nChanged 17
		SP:Iteration 102Q (4609.900000 sec): 3 clusters
  Score: Raw -600589.909358 + Penalty 2876.604473 = -597713.304885
  nChanged 10
		SP:Iteration 103Q (4610.100000 sec): 3 clusters
  Score: Raw -600593.097038 + Penalty 2876.604473 = -597716.492564
  nChanged 12
		SP:Iteration 104Q (4610.280000 sec): 3 clusters
  Score: Raw -600596.073218 + Penalty 2876.604473 = -597719.468744
  nChanged 13
		SP:Iteration 105Q (4610.450000 sec): 3 clusters
  Score: Raw -600599.138427 + Penalty 2876.604473 = -597722.533953
  nChanged 18
		SP:Iteration 106Q (4610.650000 sec): 3 clusters
  Score: Raw -600604.535195 + Penalty 2876.604473 = -597727.930721
  nChanged 20
		SP:Iteration 107Q (4610.850000 sec): 3 clusters
  Score: Raw -600610.207491 + Penalty 2876.604473 = -597733.603017
  nChanged 20
		SP:Iteration 108Q (4611.080000 sec): 3 clusters
  Score: Raw -600615.752820 + Penalty 2876.604473 = -597739.148346
  nChanged 18
		SP:Iteration 109Q (4611.270000 sec): 3 clusters
  Score: Raw -600619.887262 + Penalty 2876.604473 = -597743.282788
  nChanged 15
		SP:Iteration 110Q (4611.460000 sec): 3 clusters
  Score: Raw -600623.058629 + Penalty 2876.604473 = -597746.454155
  nChanged 13
		SP:Iteration 111Q (4611.650000 sec): 3 clusters
  Score: Raw -600625.533325 + Penalty 2876.604473 = -597748.928852
  nChanged 15
		SP:Iteration 112Q (4611.880000 sec): 3 clusters
  Score: Raw -600628.499171 + Penalty 2876.604473 = -597751.894698
  nChanged 15
		SP:Iteration 113Q (4612.030000 sec): 3 clusters
  Score: Raw -600632.511125 + Penalty 2876.604473 = -597755.906652
  nChanged 16
		SP:Iteration 114Q (4612.280000 sec): 3 clusters
  Score: Raw -600636.654878 + Penalty 2876.604473 = -597760.050404
  nChanged 14
		SP:Iteration 115Q (4612.440000 sec): 3 clusters
  Score: Raw -600639.477766 + Penalty 2876.604473 = -597762.873293
  nChanged 10
		SP:Iteration 116Q (4612.690000 sec): 3 clusters
  Score: Raw -600641.788286 + Penalty 2876.604473 = -597765.183813
  nChanged 9
		SP:Iteration 117Q (4612.870000 sec): 3 clusters
  Score: Raw -600643.820703 + Penalty 2876.604473 = -597767.216230
  nChanged 15
		SP:Iteration 118Q (4613.050000 sec): 3 clusters
  Score: Raw -600648.324884 + Penalty 2876.604473 = -597771.720411
  nChanged 14
		SP:Iteration 119Q (4613.240000 sec): 3 clusters
  Score: Raw -600651.779193 + Penalty 2876.604473 = -597775.174719
  nChanged 16
		SP:Iteration 120F (4613.450000 sec): 3 clusters
  Score: Raw -600655.624213 + Penalty 2876.604473 = -597779.019740
  nChanged 9
		SP:Iteration 121Q (4613.630000 sec): 3 clusters
  Score: Raw -600656.904883 + Penalty 2876.604473 = -597780.300409
  nChanged 6
		SP:Iteration 122Q (4613.830000 sec): 3 clusters
  Score: Raw -600658.039090 + Penalty 2876.604473 = -597781.434616
  nChanged 7
		SP:Iteration 123Q (4614.030000 sec): 3 clusters
  Score: Raw -600659.307225 + Penalty 2876.604473 = -597782.702751
  nChanged 8
		SP:Iteration 124Q (4614.180000 sec): 3 clusters
  Score: Raw -600660.298346 + Penalty 2876.604473 = -597783.693873
  nChanged 4
		SP:Iteration 125Q (4614.400000 sec): 3 clusters
  Score: Raw -600660.632649 + Penalty 2876.604473 = -597784.028176
  nChanged 2
		SP:Iteration 126Q (4614.620000 sec): 3 clusters
  Score: Raw -600660.802888 + Penalty 2876.604473 = -597784.198415
  nChanged 3
		SP:Iteration 127Q (4614.810000 sec): 3 clusters
  Score: Raw -600661.108571 + Penalty 2876.604473 = -597784.504098
  nChanged 4
		SP:Iteration 128Q (4614.970000 sec): 3 clusters
  Score: Raw -600661.974104 + Penalty 2876.604473 = -597785.369630
  nChanged 5
		SP:Iteration 129Q (4615.180000 sec): 3 clusters
  Score: Raw -600662.639602 + Penalty 2876.604473 = -597786.035129
  nChanged 3
		SP:Iteration 130Q (4615.440000 sec): 3 clusters
  Score: Raw -600663.396247 + Penalty 2876.604473 = -597786.791774
  nChanged 6
		SP:Iteration 131Q (4615.640000 sec): 3 clusters
  Score: Raw -600664.399118 + Penalty 2876.604473 = -597787.794645
  nChanged 2
		SP:Iteration 132Q (4615.880000 sec): 3 clusters
  Score: Raw -600665.026869 + Penalty 2876.604473 = -597788.422396
  nChanged 2
		SP:Iteration 133Q (4616.080000 sec): 3 clusters
  Score: Raw -600665.273034 + Penalty 2876.604473 = -597788.668561
  nChanged 0
		SP:Iteration 134F (4616.330000 sec): 3 clusters
  Score: Raw -600665.273034 + Penalty 2876.604473 = -597788.668561
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 3 (4842 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4616.420000 sec): 2 clusters
  Score: Raw -393021.905011 + Penalty 1378.826010 = -391643.079002
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4616.640000 sec): 3 clusters
  Score: Raw -390584.826219 + Penalty 2757.652020 = -387827.174199
  nChanged 1922
		SP:Iteration 1F (4616.880000 sec): 3 clusters
  Score: Raw -391929.668403 + Penalty 2757.652020 = -389172.016383
  nChanged 551
		SP:Iteration 2F (4617.080000 sec): 3 clusters
  Score: Raw -392599.715082 + Penalty 2757.652020 = -389842.063062
  nChanged 462
		SP:Iteration 3F (4617.260000 sec): 3 clusters
  Score: Raw -393167.373986 + Penalty 2757.652020 = -390409.721966
  nChanged 398
		SP:Iteration 4F (4617.470000 sec): 3 clusters
  Score: Raw -393676.757783 + Penalty 2757.652020 = -390919.105763
  nChanged 304
		SP:Iteration 5F (4617.680000 sec): 3 clusters
  Score: Raw -394044.341491 + Penalty 2757.652020 = -391286.689471
  nChanged 240
		SP:Iteration 6Q (4617.900000 sec): 3 clusters
  Score: Raw -394323.760085 + Penalty 2757.652020 = -391566.108066
  nChanged 173
		SP:Iteration 7Q (4618.120000 sec): 3 clusters
  Score: Raw -394477.461393 + Penalty 2757.652020 = -391719.809373
  nChanged 124
		SP:Iteration 8Q (4618.290000 sec): 3 clusters
  Score: Raw -394541.837959 + Penalty 2757.652020 = -391784.185939
  nChanged 63
		SP:Iteration 9Q (4618.480000 sec): 3 clusters
  Score: Raw -394563.529024 + Penalty 2757.652020 = -391805.877004
  nChanged 33
		SP:Iteration 10Q (4618.660000 sec): 3 clusters
  Score: Raw -394573.667957 + Penalty 2757.652020 = -391816.015937
  nChanged 17
		SP:Iteration 11Q (4618.920000 sec): 3 clusters
  Score: Raw -394578.877349 + Penalty 2757.652020 = -391821.225329
  nChanged 10
		SP:Iteration 12Q (4619.130000 sec): 3 clusters
  Score: Raw -394580.924375 + Penalty 2757.652020 = -391823.272356
  nChanged 6
		SP:Iteration 13Q (4619.290000 sec): 3 clusters
  Score: Raw -394582.386298 + Penalty 2757.652020 = -391824.734278
  nChanged 3
		SP:Iteration 14Q (4619.500000 sec): 3 clusters
  Score: Raw -394582.927542 + Penalty 2757.652020 = -391825.275522
  nChanged 2
		SP:Iteration 15Q (4619.700000 sec): 3 clusters
  Score: Raw -394583.170343 + Penalty 2757.652020 = -391825.518323
  nChanged 1
		SP:Iteration 16Q (4619.900000 sec): 3 clusters
  Score: Raw -394583.344350 + Penalty 2757.652020 = -391825.692331
  nChanged 0
		SP:Iteration 17F (4620.100000 sec): 3 clusters
  Score: Raw -394583.344350 + Penalty 2757.652020 = -391825.692331
  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 5.74 GB.

 Trying to split cluster 4 (10722 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4620.240000 sec): 2 clusters
  Score: Raw -951297.770945 + Penalty 1508.008610 = -949789.762335
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4620.530000 sec): 3 clusters
  Score: Raw -945288.755659 + Penalty 3016.017220 = -942272.738439
  nChanged 4600
		SP:Iteration 1F (4620.720000 sec): 3 clusters
  Score: Raw -947866.159293 + Penalty 3016.017220 = -944850.142073
  nChanged 850
		SP:Iteration 2F (4620.980000 sec): 3 clusters
  Score: Raw -948475.369527 + Penalty 3016.017220 = -945459.352307
  nChanged 881
		SP:Iteration 3F (4621.170000 sec): 3 clusters
  Score: Raw -949231.373874 + Penalty 3016.017220 = -946215.356654
  nChanged 897
		SP:Iteration 4F (4621.460000 sec): 3 clusters
  Score: Raw -950038.337560 + Penalty 3016.017220 = -947022.320340
  nChanged 796
		SP:Iteration 5F (4621.680000 sec): 3 clusters
  Score: Raw -950697.543564 + Penalty 3016.017220 = -947681.526344
  nChanged 626
		SP:Iteration 6F (4621.930000 sec): 3 clusters
  Score: Raw -951091.732678 + Penalty 3016.017220 = -948075.715458
  nChanged 447
		SP:Iteration 7Q (4622.150000 sec): 3 clusters
  Score: Raw -951311.648144 + Penalty 3016.017220 = -948295.630924
  nChanged 301
		SP:Iteration 8Q (4622.380000 sec): 3 clusters
  Score: Raw -951427.312504 + Penalty 3016.017220 = -948411.295284
  nChanged 202
		SP:Iteration 9Q (4622.640000 sec): 3 clusters
  Score: Raw -951491.701405 + Penalty 3016.017220 = -948475.684185
  nChanged 172
		SP:Iteration 10Q (4622.860000 sec): 3 clusters
  Score: Raw -951547.587013 + Penalty 3016.017220 = -948531.569793
  nChanged 162
		SP:Iteration 11Q (4623.100000 sec): 3 clusters
  Score: Raw -951596.947250 + Penalty 3016.017220 = -948580.930030
  nChanged 138
		SP:Iteration 12Q (4623.310000 sec): 3 clusters
  Score: Raw -951633.824641 + Penalty 3016.017220 = -948617.807421
  nChanged 121
		SP:Iteration 13Q (4623.520000 sec): 3 clusters
  Score: Raw -951667.217430 + Penalty 3016.017220 = -948651.200210
  nChanged 128
		SP:Iteration 14Q (4623.760000 sec): 3 clusters
  Score: Raw -951704.365419 + Penalty 3016.017220 = -948688.348199
  nChanged 129
		SP:Iteration 15Q (4624.000000 sec): 3 clusters
  Score: Raw -951741.668511 + Penalty 3016.017220 = -948725.651291
  nChanged 130
		SP:Iteration 16Q (4624.250000 sec): 3 clusters
  Score: Raw -951780.298218 + Penalty 3016.017220 = -948764.280998
  nChanged 137
		SP:Iteration 17Q (4624.440000 sec): 3 clusters
  Score: Raw -951819.690715 + Penalty 3016.017220 = -948803.673495
  nChanged 133
		SP:Iteration 18Q (4624.590000 sec): 3 clusters
  Score: Raw -951861.342070 + Penalty 3016.017220 = -948845.324850
  nChanged 146
		SP:Iteration 19Q (4624.870000 sec): 3 clusters
  Score: Raw -951899.511021 + Penalty 3016.017220 = -948883.493801
  nChanged 140
		SP:Iteration 20F (4625.060000 sec): 3 clusters
  Score: Raw -951940.992167 + Penalty 3016.017220 = -948924.974947
  nChanged 162
		SP:Iteration 21Q (4625.270000 sec): 3 clusters
  Score: Raw -951991.297704 + Penalty 3016.017220 = -948975.280484
  nChanged 144
		SP:Iteration 22Q (4625.470000 sec): 3 clusters
  Score: Raw -952031.445028 + Penalty 3016.017220 = -949015.427809
  nChanged 154
		SP:Iteration 23Q (4625.700000 sec): 3 clusters
  Score: Raw -952073.543954 + Penalty 3016.017220 = -949057.526734
  nChanged 126
		SP:Iteration 24Q (4625.940000 sec): 3 clusters
  Score: Raw -952104.579501 + Penalty 3016.017220 = -949088.562281
  nChanged 119
		SP:Iteration 25Q (4626.210000 sec): 3 clusters
  Score: Raw -952129.681883 + Penalty 3016.017220 = -949113.664663
  nChanged 102
		SP:Iteration 26Q (4626.400000 sec): 3 clusters
  Score: Raw -952150.857972 + Penalty 3016.017220 = -949134.840752
  nChanged 107
		SP:Iteration 27Q (4626.620000 sec): 3 clusters
  Score: Raw -952175.158801 + Penalty 3016.017220 = -949159.141581
  nChanged 111
		SP:Iteration 28Q (4626.860000 sec): 3 clusters
  Score: Raw -952200.736611 + Penalty 3016.017220 = -949184.719391
  nChanged 114
		SP:Iteration 29Q (4627.080000 sec): 3 clusters
  Score: Raw -952225.881435 + Penalty 3016.017220 = -949209.864215
  nChanged 112
		SP:Iteration 30Q (4627.320000 sec): 3 clusters
  Score: Raw -952253.435177 + Penalty 3016.017220 = -949237.417957
  nChanged 110
		SP:Iteration 31Q (4627.520000 sec): 3 clusters
  Score: Raw -952283.031988 + Penalty 3016.017220 = -949267.014768
  nChanged 125
		SP:Iteration 32Q (4627.770000 sec): 3 clusters
  Score: Raw -952316.539391 + Penalty 3016.017220 = -949300.522171
  nChanged 127
		SP:Iteration 33Q (4628.020000 sec): 3 clusters
  Score: Raw -952348.139693 + Penalty 3016.017220 = -949332.122473
  nChanged 112
		SP:Iteration 34Q (4628.200000 sec): 3 clusters
  Score: Raw -952373.412634 + Penalty 3016.017220 = -949357.395414
  nChanged 96
		SP:Iteration 35Q (4628.420000 sec): 3 clusters
  Score: Raw -952394.348780 + Penalty 3016.017220 = -949378.331560
  nChanged 71
		SP:Iteration 36Q (4628.630000 sec): 3 clusters
  Score: Raw -952408.722701 + Penalty 3016.017220 = -949392.705481
  nChanged 65
		SP:Iteration 37Q (4628.860000 sec): 3 clusters
  Score: Raw -952421.814346 + Penalty 3016.017220 = -949405.797126
  nChanged 55
		SP:Iteration 38Q (4629.080000 sec): 3 clusters
  Score: Raw -952432.099062 + Penalty 3016.017220 = -949416.081842
  nChanged 47
		SP:Iteration 39Q (4629.310000 sec): 3 clusters
  Score: Raw -952440.713900 + Penalty 3016.017220 = -949424.696680
  nChanged 37
		SP:Iteration 40F (4629.540000 sec): 3 clusters
  Score: Raw -952448.665769 + Penalty 3016.017220 = -949432.648549
  nChanged 38
		SP:Iteration 41Q (4629.800000 sec): 3 clusters
  Score: Raw -952455.501580 + Penalty 3016.017220 = -949439.484360
  nChanged 29
		SP:Iteration 42Q (4630.010000 sec): 3 clusters
  Score: Raw -952460.405431 + Penalty 3016.017220 = -949444.388211
  nChanged 40
		SP:Iteration 43Q (4630.180000 sec): 3 clusters
  Score: Raw -952466.699291 + Penalty 3016.017220 = -949450.682071
  nChanged 31
		SP:Iteration 44Q (4630.420000 sec): 3 clusters
  Score: Raw -952472.245380 + Penalty 3016.017220 = -949456.228160
  nChanged 42
		SP:Iteration 45Q (4630.630000 sec): 3 clusters
  Score: Raw -952479.300983 + Penalty 3016.017220 = -949463.283764
  nChanged 32
		SP:Iteration 46Q (4630.880000 sec): 3 clusters
  Score: Raw -952484.828251 + Penalty 3016.017220 = -949468.811032
  nChanged 31
		SP:Iteration 47Q (4631.140000 sec): 3 clusters
  Score: Raw -952490.242176 + Penalty 3016.017220 = -949474.224956
  nChanged 39
		SP:Iteration 48Q (4631.430000 sec): 3 clusters
  Score: Raw -952498.368357 + Penalty 3016.017220 = -949482.351137
  nChanged 45
		SP:Iteration 49Q (4631.620000 sec): 3 clusters
  Score: Raw -952507.458225 + Penalty 3016.017220 = -949491.441005
  nChanged 35
		SP:Iteration 50Q (4631.840000 sec): 3 clusters
  Score: Raw -952513.655326 + Penalty 3016.017220 = -949497.638106
  nChanged 30
		SP:Iteration 51Q (4632.020000 sec): 3 clusters
  Score: Raw -952518.469253 + Penalty 3016.017220 = -949502.452033
  nChanged 27
		SP:Iteration 52Q (4632.280000 sec): 3 clusters
  Score: Raw -952523.375717 + Penalty 3016.017220 = -949507.358497
  nChanged 22
		SP:Iteration 53Q (4632.570000 sec): 3 clusters
  Score: Raw -952526.464197 + Penalty 3016.017220 = -949510.446977
  nChanged 14
		SP:Iteration 54Q (4632.810000 sec): 3 clusters
  Score: Raw -952528.448988 + Penalty 3016.017220 = -949512.431768
  nChanged 17
		SP:Iteration 55Q (4633.020000 sec): 3 clusters
  Score: Raw -952531.378112 + Penalty 3016.017220 = -949515.360892
  nChanged 25
		SP:Iteration 56Q (4633.280000 sec): 3 clusters
  Score: Raw -952536.422126 + Penalty 3016.017220 = -949520.404907
  nChanged 27
		SP:Iteration 57Q (4633.530000 sec): 3 clusters
  Score: Raw -952540.274271 + Penalty 3016.017220 = -949524.257051
  nChanged 21
		SP:Iteration 58Q (4633.710000 sec): 3 clusters
  Score: Raw -952543.003564 + Penalty 3016.017220 = -949526.986344
  nChanged 18
		SP:Iteration 59Q (4633.910000 sec): 3 clusters
  Score: Raw -952545.767720 + Penalty 3016.017220 = -949529.750500
  nChanged 14
		SP:Iteration 60F (4634.150000 sec): 3 clusters
  Score: Raw -952547.939005 + Penalty 3016.017220 = -949531.921785
  nChanged 17
		SP:Iteration 61Q (4634.340000 sec): 3 clusters
  Score: Raw -952550.229228 + Penalty 3016.017220 = -949534.212008
  nChanged 11
		SP:Iteration 62Q (4634.580000 sec): 3 clusters
  Score: Raw -952551.580885 + Penalty 3016.017220 = -949535.563666
  nChanged 9
		SP:Iteration 63Q (4634.760000 sec): 3 clusters
  Score: Raw -952552.560262 + Penalty 3016.017220 = -949536.543042
  nChanged 9
		SP:Iteration 64Q (4635.000000 sec): 3 clusters
  Score: Raw -952553.588594 + Penalty 3016.017220 = -949537.571375
  nChanged 6
		SP:Iteration 65Q (4635.260000 sec): 3 clusters
  Score: Raw -952554.408220 + Penalty 3016.017220 = -949538.391000
  nChanged 9
		SP:Iteration 66Q (4635.430000 sec): 3 clusters
  Score: Raw -952555.807930 + Penalty 3016.017220 = -949539.790710
  nChanged 12
		SP:Iteration 67Q (4635.650000 sec): 3 clusters
  Score: Raw -952557.363339 + Penalty 3016.017220 = -949541.346119
  nChanged 8
		SP:Iteration 68Q (4635.880000 sec): 3 clusters
  Score: Raw -952558.239230 + Penalty 3016.017220 = -949542.222010
  nChanged 8
		SP:Iteration 69Q (4636.120000 sec): 3 clusters
  Score: Raw -952559.117417 + Penalty 3016.017220 = -949543.100197
  nChanged 7
		SP:Iteration 70Q (4636.310000 sec): 3 clusters
  Score: Raw -952560.001084 + Penalty 3016.017220 = -949543.983864
  nChanged 5
		SP:Iteration 71Q (4636.520000 sec): 3 clusters
  Score: Raw -952560.868958 + Penalty 3016.017220 = -949544.851739
  nChanged 7
		SP:Iteration 72Q (4636.810000 sec): 3 clusters
  Score: Raw -952561.706826 + Penalty 3016.017220 = -949545.689606
  nChanged 7
		SP:Iteration 73Q (4637.000000 sec): 3 clusters
  Score: Raw -952562.595741 + Penalty 3016.017220 = -949546.578521
  nChanged 7
		SP:Iteration 74Q (4637.260000 sec): 3 clusters
  Score: Raw -952563.859056 + Penalty 3016.017220 = -949547.841836
  nChanged 10
		SP:Iteration 75Q (4637.500000 sec): 3 clusters
  Score: Raw -952565.534513 + Penalty 3016.017220 = -949549.517293
  nChanged 7
		SP:Iteration 76Q (4637.720000 sec): 3 clusters
  Score: Raw -952566.451242 + Penalty 3016.017220 = -949550.434022
  nChanged 6
		SP:Iteration 77Q (4637.980000 sec): 3 clusters
  Score: Raw -952566.939277 + Penalty 3016.017220 = -949550.922057
  nChanged 3
		SP:Iteration 78Q (4638.230000 sec): 3 clusters
  Score: Raw -952567.294586 + Penalty 3016.017220 = -949551.277366
  nChanged 4
		SP:Iteration 79Q (4638.470000 sec): 3 clusters
  Score: Raw -952567.874660 + Penalty 3016.017220 = -949551.857440
  nChanged 3
		SP:Iteration 80F (4638.690000 sec): 3 clusters
  Score: Raw -952568.354696 + Penalty 3016.017220 = -949552.337477
  nChanged 3
		SP:Iteration 81Q (4638.920000 sec): 3 clusters
  Score: Raw -952568.833504 + Penalty 3016.017220 = -949552.816284
  nChanged 3
		SP:Iteration 82Q (4639.100000 sec): 3 clusters
  Score: Raw -952569.254367 + Penalty 3016.017220 = -949553.237147
  nChanged 4
		SP:Iteration 83Q (4639.300000 sec): 3 clusters
  Score: Raw -952569.798765 + Penalty 3016.017220 = -949553.781545
  nChanged 5
		SP:Iteration 84Q (4639.540000 sec): 3 clusters
  Score: Raw -952571.204640 + Penalty 3016.017220 = -949555.187420
  nChanged 10
		SP:Iteration 85Q (4639.780000 sec): 3 clusters
  Score: Raw -952573.258638 + Penalty 3016.017220 = -949557.241419
  nChanged 5
		SP:Iteration 86Q (4640.020000 sec): 3 clusters
  Score: Raw -952573.840426 + Penalty 3016.017220 = -949557.823206
  nChanged 4
		SP:Iteration 87Q (4640.240000 sec): 3 clusters
  Score: Raw -952574.334180 + Penalty 3016.017220 = -949558.316960
  nChanged 2
		SP:Iteration 88Q (4640.490000 sec): 3 clusters
  Score: Raw -952574.648064 + Penalty 3016.017220 = -949558.630844
  nChanged 2
		SP:Iteration 89Q (4640.720000 sec): 3 clusters
  Score: Raw -952574.832969 + Penalty 3016.017220 = -949558.815749
  nChanged 1
		SP:Iteration 90Q (4640.950000 sec): 3 clusters
  Score: Raw -952574.971376 + Penalty 3016.017220 = -949558.954156
  nChanged 1
		SP:Iteration 91Q (4641.180000 sec): 3 clusters
  Score: Raw -952575.396969 + Penalty 3016.017220 = -949559.379750
  nChanged 2
		SP:Iteration 92Q (4641.450000 sec): 3 clusters
  Score: Raw -952575.609735 + Penalty 3016.017220 = -949559.592515
  nChanged 1
		SP:Iteration 93Q (4641.660000 sec): 3 clusters
  Score: Raw -952575.713581 + Penalty 3016.017220 = -949559.696361
  nChanged 0
		SP:Iteration 94F (4641.890000 sec): 3 clusters
  Score: Raw -952575.713581 + Penalty 3016.017220 = -949559.696361
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 5 (26225 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4642.080000 sec): 2 clusters
  Score: Raw -2367246.961348 + Penalty 1653.351120 = -2365593.610227
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4642.370000 sec): 3 clusters
  Score: Raw -2351148.071195 + Penalty 3306.702241 = -2347841.368954
  nChanged 11967
		SP:Iteration 1F (4642.670000 sec): 3 clusters
  Score: Raw -2357951.202374 + Penalty 3306.702241 = -2354644.500134
  nChanged 1417
		SP:Iteration 2F (4643.010000 sec): 3 clusters
  Score: Raw -2358486.549169 + Penalty 3306.702241 = -2355179.846928
  nChanged 1376
		SP:Iteration 3F (4643.360000 sec): 3 clusters
  Score: Raw -2359041.993834 + Penalty 3306.702241 = -2355735.291593
  nChanged 1371
		SP:Iteration 4F (4643.700000 sec): 3 clusters
  Score: Raw -2359619.167232 + Penalty 3306.702241 = -2356312.464991
  nChanged 1373
		SP:Iteration 5F (4643.970000 sec): 3 clusters
  Score: Raw -2360271.897862 + Penalty 3306.702241 = -2356965.195622
  nChanged 1449
		SP:Iteration 6F (4644.240000 sec): 3 clusters
  Score: Raw -2361049.788515 + Penalty 3306.702241 = -2357743.086274
  nChanged 1455
		SP:Iteration 7F (4644.520000 sec): 3 clusters
  Score: Raw -2361961.621380 + Penalty 3306.702241 = -2358654.919139
  nChanged 1523
		SP:Iteration 8F (4644.820000 sec): 3 clusters
  Score: Raw -2362996.870966 + Penalty 3306.702241 = -2359690.168725
  nChanged 1445
		SP:Iteration 9F (4645.150000 sec): 3 clusters
  Score: Raw -2364075.962478 + Penalty 3306.702241 = -2360769.260238
  nChanged 1294
		SP:Iteration 10Q (4645.450000 sec): 3 clusters
  Score: Raw -2365148.416639 + Penalty 3306.702241 = -2361841.714399
  nChanged 1022
		SP:Iteration 11Q (4645.790000 sec): 3 clusters
  Score: Raw -2366046.373199 + Penalty 3306.702241 = -2362739.670959
  nChanged 661
		SP:Iteration 12Q (4646.200000 sec): 3 clusters
  Score: Raw -2366639.364313 + Penalty 3306.702241 = -2363332.662072
  nChanged 401
		SP:Iteration 13Q (4646.520000 sec): 3 clusters
  Score: Raw -2367025.799954 + Penalty 3306.702241 = -2363719.097713
  nChanged 202
		SP:Iteration 14Q (4646.870000 sec): 3 clusters
  Score: Raw -2367228.028949 + Penalty 3306.702241 = -2363921.326708
  nChanged 106
		SP:Iteration 15Q (4647.150000 sec): 3 clusters
  Score: Raw -2367337.610310 + Penalty 3306.702241 = -2364030.908069
  nChanged 50
		SP:Iteration 16Q (4647.440000 sec): 3 clusters
  Score: Raw -2367395.267818 + Penalty 3306.702241 = -2364088.565578
  nChanged 37
		SP:Iteration 17Q (4647.730000 sec): 3 clusters
  Score: Raw -2367444.135800 + Penalty 3306.702241 = -2364137.433559
  nChanged 28
		SP:Iteration 18Q (4648.070000 sec): 3 clusters
  Score: Raw -2367474.678650 + Penalty 3306.702241 = -2364167.976409
  nChanged 16
		SP:Iteration 19Q (4648.340000 sec): 3 clusters
  Score: Raw -2367493.476434 + Penalty 3306.702241 = -2364186.774193
  nChanged 15
		SP:Iteration 20F (4648.640000 sec): 3 clusters
  Score: Raw -2367506.956122 + Penalty 3306.702241 = -2364200.253882
  nChanged 6
		SP:Iteration 21Q (4648.960000 sec): 3 clusters
  Score: Raw -2367510.492560 + Penalty 3306.702241 = -2364203.790319
  nChanged 2
		SP:Iteration 22Q (4649.240000 sec): 3 clusters
  Score: Raw -2367513.819615 + Penalty 3306.702241 = -2364207.117374
  nChanged 1
		SP:Iteration 23Q (4649.520000 sec): 3 clusters
  Score: Raw -2367514.530261 + Penalty 3306.702241 = -2364207.828020
  nChanged 0
		SP:Iteration 24F (4649.810000 sec): 3 clusters
  Score: Raw -2367514.530261 + Penalty 3306.702241 = -2364207.828020
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 6 (14930 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4649.970000 sec): 2 clusters
  Score: Raw -1243172.735283 + Penalty 1561.808282 = -1241610.927001
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4650.280000 sec): 3 clusters
  Score: Raw -1234358.202679 + Penalty 3123.616564 = -1231234.586115
  nChanged 6710
		SP:Iteration 1F (4650.530000 sec): 3 clusters
  Score: Raw -1238258.967598 + Penalty 3123.616564 = -1235135.351033
  nChanged 1006
		SP:Iteration 2F (4650.770000 sec): 3 clusters
  Score: Raw -1238897.167368 + Penalty 3123.616564 = -1235773.550804
  nChanged 1039
		SP:Iteration 3F (4651.040000 sec): 3 clusters
  Score: Raw -1239680.952901 + Penalty 3123.616564 = -1236557.336337
  nChanged 1149
		SP:Iteration 4F (4651.270000 sec): 3 clusters
  Score: Raw -1240572.537920 + Penalty 3123.616564 = -1237448.921356
  nChanged 1035
		SP:Iteration 5F (4651.530000 sec): 3 clusters
  Score: Raw -1241265.108813 + Penalty 3123.616564 = -1238141.492248
  nChanged 879
		SP:Iteration 6F (4651.770000 sec): 3 clusters
  Score: Raw -1241749.976916 + Penalty 3123.616564 = -1238626.360352
  nChanged 671
		SP:Iteration 7Q (4651.990000 sec): 3 clusters
  Score: Raw -1242080.193278 + Penalty 3123.616564 = -1238956.576713
  nChanged 548
		SP:Iteration 8Q (4652.280000 sec): 3 clusters
  Score: Raw -1242294.220439 + Penalty 3123.616564 = -1239170.603875
  nChanged 434
		SP:Iteration 9Q (4652.520000 sec): 3 clusters
  Score: Raw -1242438.981583 + Penalty 3123.616564 = -1239315.365019
  nChanged 352
		SP:Iteration 10Q (4652.760000 sec): 3 clusters
  Score: Raw -1242560.667998 + Penalty 3123.616564 = -1239437.051433
  nChanged 314
		SP:Iteration 11Q (4653.000000 sec): 3 clusters
  Score: Raw -1242679.075830 + Penalty 3123.616564 = -1239555.459266
  nChanged 311
		SP:Iteration 12Q (4653.230000 sec): 3 clusters
  Score: Raw -1242794.441491 + Penalty 3123.616564 = -1239670.824927
  nChanged 303
		SP:Iteration 13Q (4653.470000 sec): 3 clusters
  Score: Raw -1242906.676722 + Penalty 3123.616564 = -1239783.060157
  nChanged 293
		SP:Iteration 14Q (4653.780000 sec): 3 clusters
  Score: Raw -1243014.368548 + Penalty 3123.616564 = -1239890.751983
  nChanged 308
		SP:Iteration 15Q (4654.010000 sec): 3 clusters
  Score: Raw -1243142.234446 + Penalty 3123.616564 = -1240018.617881
  nChanged 308
		SP:Iteration 16Q (4654.230000 sec): 3 clusters
  Score: Raw -1243271.083861 + Penalty 3123.616564 = -1240147.467297
  nChanged 309
		SP:Iteration 17Q (4654.520000 sec): 3 clusters
  Score: Raw -1243396.938478 + Penalty 3123.616564 = -1240273.321914
  nChanged 270
		SP:Iteration 18Q (4654.750000 sec): 3 clusters
  Score: Raw -1243496.531467 + Penalty 3123.616564 = -1240372.914902
  nChanged 252
		SP:Iteration 19Q (4654.980000 sec): 3 clusters
  Score: Raw -1243587.085513 + Penalty 3123.616564 = -1240463.468948
  nChanged 248
		SP:Iteration 20F (4655.210000 sec): 3 clusters
  Score: Raw -1243676.308046 + Penalty 3123.616564 = -1240552.691481
  nChanged 210
		SP:Iteration 21Q (4655.490000 sec): 3 clusters
  Score: Raw -1243747.990398 + Penalty 3123.616564 = -1240624.373834
  nChanged 209
		SP:Iteration 22Q (4655.700000 sec): 3 clusters
  Score: Raw -1243824.854960 + Penalty 3123.616564 = -1240701.238396
  nChanged 187
		SP:Iteration 23Q (4655.980000 sec): 3 clusters
  Score: Raw -1243892.887558 + Penalty 3123.616564 = -1240769.270994
  nChanged 151
		SP:Iteration 24Q (4656.210000 sec): 3 clusters
  Score: Raw -1243940.275134 + Penalty 3123.616564 = -1240816.658570
  nChanged 144
		SP:Iteration 25Q (4656.500000 sec): 3 clusters
  Score: Raw -1243984.702890 + Penalty 3123.616564 = -1240861.086325
  nChanged 151
		SP:Iteration 26Q (4656.760000 sec): 3 clusters
  Score: Raw -1244031.402429 + Penalty 3123.616564 = -1240907.785864
  nChanged 137
		SP:Iteration 27Q (4657.000000 sec): 3 clusters
  Score: Raw -1244070.701662 + Penalty 3123.616564 = -1240947.085098
  nChanged 123
		SP:Iteration 28Q (4657.260000 sec): 3 clusters
  Score: Raw -1244104.127292 + Penalty 3123.616564 = -1240980.510727
  nChanged 106
		SP:Iteration 29Q (4657.500000 sec): 3 clusters
  Score: Raw -1244135.378021 + Penalty 3123.616564 = -1241011.761457
  nChanged 105
		SP:Iteration 30Q (4657.760000 sec): 3 clusters
  Score: Raw -1244167.309257 + Penalty 3123.616564 = -1241043.692693
  nChanged 97
		SP:Iteration 31Q (4657.990000 sec): 3 clusters
  Score: Raw -1244191.417962 + Penalty 3123.616564 = -1241067.801397
  nChanged 80
		SP:Iteration 32Q (4658.250000 sec): 3 clusters
  Score: Raw -1244215.008599 + Penalty 3123.616564 = -1241091.392034
  nChanged 67
		SP:Iteration 33Q (4658.490000 sec): 3 clusters
  Score: Raw -1244232.419095 + Penalty 3123.616564 = -1241108.802531
  nChanged 56
		SP:Iteration 34Q (4658.770000 sec): 3 clusters
  Score: Raw -1244246.203633 + Penalty 3123.616564 = -1241122.587068
  nChanged 51
		SP:Iteration 35Q (4659.070000 sec): 3 clusters
  Score: Raw -1244256.470807 + Penalty 3123.616564 = -1241132.854243
  nChanged 41
		SP:Iteration 36Q (4659.270000 sec): 3 clusters
  Score: Raw -1244265.580750 + Penalty 3123.616564 = -1241141.964185
  nChanged 45
		SP:Iteration 37Q (4659.510000 sec): 3 clusters
  Score: Raw -1244275.778397 + Penalty 3123.616564 = -1241152.161833
  nChanged 38
		SP:Iteration 38Q (4659.810000 sec): 3 clusters
  Score: Raw -1244282.800849 + Penalty 3123.616564 = -1241159.184285
  nChanged 34
		SP:Iteration 39Q (4660.000000 sec): 3 clusters
  Score: Raw -1244294.608709 + Penalty 3123.616564 = -1241170.992144
  nChanged 56
		SP:Iteration 40F (4660.210000 sec): 3 clusters
  Score: Raw -1244310.404169 + Penalty 3123.616564 = -1241186.787604
  nChanged 50
		SP:Iteration 41Q (4660.460000 sec): 3 clusters
  Score: Raw -1244322.260378 + Penalty 3123.616564 = -1241198.643814
  nChanged 39
		SP:Iteration 42Q (4660.690000 sec): 3 clusters
  Score: Raw -1244331.918849 + Penalty 3123.616564 = -1241208.302284
  nChanged 28
		SP:Iteration 43Q (4660.900000 sec): 3 clusters
  Score: Raw -1244338.198706 + Penalty 3123.616564 = -1241214.582142
  nChanged 33
		SP:Iteration 44Q (4661.140000 sec): 3 clusters
  Score: Raw -1244345.149717 + Penalty 3123.616564 = -1241221.533153
  nChanged 23
		SP:Iteration 45Q (4661.360000 sec): 3 clusters
  Score: Raw -1244348.830429 + Penalty 3123.616564 = -1241225.213864
  nChanged 23
		SP:Iteration 46Q (4661.640000 sec): 3 clusters
  Score: Raw -1244353.273743 + Penalty 3123.616564 = -1241229.657179
  nChanged 26
		SP:Iteration 47Q (4661.910000 sec): 3 clusters
  Score: Raw -1244358.480804 + Penalty 3123.616564 = -1241234.864240
  nChanged 29
		SP:Iteration 48Q (4662.180000 sec): 3 clusters
  Score: Raw -1244365.007326 + Penalty 3123.616564 = -1241241.390761
  nChanged 25
		SP:Iteration 49Q (4662.380000 sec): 3 clusters
  Score: Raw -1244369.390028 + Penalty 3123.616564 = -1241245.773463
  nChanged 16
		SP:Iteration 50Q (4662.620000 sec): 3 clusters
  Score: Raw -1244372.107719 + Penalty 3123.616564 = -1241248.491155
  nChanged 8
		SP:Iteration 51Q (4662.840000 sec): 3 clusters
  Score: Raw -1244373.743829 + Penalty 3123.616564 = -1241250.127265
  nChanged 10
		SP:Iteration 52Q (4663.070000 sec): 3 clusters
  Score: Raw -1244375.034414 + Penalty 3123.616564 = -1241251.417849
  nChanged 9
		SP:Iteration 53Q (4663.290000 sec): 3 clusters
  Score: Raw -1244376.780978 + Penalty 3123.616564 = -1241253.164414
  nChanged 10
		SP:Iteration 54Q (4663.540000 sec): 3 clusters
  Score: Raw -1244378.125310 + Penalty 3123.616564 = -1241254.508746
  nChanged 8
		SP:Iteration 55Q (4663.800000 sec): 3 clusters
  Score: Raw -1244379.477197 + Penalty 3123.616564 = -1241255.860632
  nChanged 10
		SP:Iteration 56Q (4664.040000 sec): 3 clusters
  Score: Raw -1244381.101591 + Penalty 3123.616564 = -1241257.485027
  nChanged 4
		SP:Iteration 57Q (4664.290000 sec): 3 clusters
  Score: Raw -1244381.471427 + Penalty 3123.616564 = -1241257.854862
  nChanged 2
		SP:Iteration 58Q (4664.520000 sec): 3 clusters
  Score: Raw -1244381.633849 + Penalty 3123.616564 = -1241258.017284
  nChanged 1
		SP:Iteration 59Q (4664.780000 sec): 3 clusters
  Score: Raw -1244381.755376 + Penalty 3123.616564 = -1241258.138812
  nChanged 0
		SP:Iteration 60F (4665.000000 sec): 3 clusters
  Score: Raw -1244381.755376 + Penalty 3123.616564 = -1241258.138812
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 7 (2038 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4665.110000 sec): 2 clusters
  Score: Raw -153046.006375 + Penalty 1238.205185 = -151807.801191
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4665.280000 sec): 3 clusters
  Score: Raw -152221.416979 + Penalty 2476.410369 = -149745.006610
  nChanged 722
		SP:Iteration 1F (4665.480000 sec): 3 clusters
  Score: Raw -152791.007717 + Penalty 2476.410369 = -150314.597348
  nChanged 201
		SP:Iteration 2F (4665.610000 sec): 3 clusters
  Score: Raw -153037.690544 + Penalty 2476.410369 = -150561.280175
  nChanged 159
		SP:Iteration 3F (4665.800000 sec): 3 clusters
  Score: Raw -153252.587614 + Penalty 2476.410369 = -150776.177244
  nChanged 127
		SP:Iteration 4F (4665.980000 sec): 3 clusters
  Score: Raw -153401.044881 + Penalty 2476.410369 = -150924.634511
  nChanged 97
		SP:Iteration 5Q (4666.120000 sec): 3 clusters
  Score: Raw -153507.068175 + Penalty 2476.410369 = -151030.657806
  nChanged 71
		SP:Iteration 6Q (4666.270000 sec): 3 clusters
  Score: Raw -153573.713062 + Penalty 2476.410369 = -151097.302692
  nChanged 50
		SP:Iteration 7Q (4666.440000 sec): 3 clusters
  Score: Raw -153614.848689 + Penalty 2476.410369 = -151138.438319
  nChanged 37
		SP:Iteration 8Q (4666.650000 sec): 3 clusters
  Score: Raw -153642.509983 + Penalty 2476.410369 = -151166.099614
  nChanged 28
		SP:Iteration 9Q (4666.830000 sec): 3 clusters
  Score: Raw -153665.872601 + Penalty 2476.410369 = -151189.462232
  nChanged 30
		SP:Iteration 10Q (4667.020000 sec): 3 clusters
  Score: Raw -153686.108227 + Penalty 2476.410369 = -151209.697858
  nChanged 28
		SP:Iteration 11Q (4667.200000 sec): 3 clusters
  Score: Raw -153705.866573 + Penalty 2476.410369 = -151229.456203
  nChanged 20
		SP:Iteration 12Q (4667.390000 sec): 3 clusters
  Score: Raw -153720.610089 + Penalty 2476.410369 = -151244.199720
  nChanged 19
		SP:Iteration 13Q (4667.550000 sec): 3 clusters
  Score: Raw -153730.975586 + Penalty 2476.410369 = -151254.565217
  nChanged 13
		SP:Iteration 14Q (4667.770000 sec): 3 clusters
  Score: Raw -153736.691389 + Penalty 2476.410369 = -151260.281019
  nChanged 4
		SP:Iteration 15Q (4667.940000 sec): 3 clusters
  Score: Raw -153738.551677 + Penalty 2476.410369 = -151262.141308
  nChanged 5
		SP:Iteration 16Q (4668.110000 sec): 3 clusters
  Score: Raw -153742.566831 + Penalty 2476.410369 = -151266.156461
  nChanged 2
		SP:Iteration 17Q (4668.300000 sec): 3 clusters
  Score: Raw -153743.929611 + Penalty 2476.410369 = -151267.519242
  nChanged 2
		SP:Iteration 18Q (4668.490000 sec): 3 clusters
  Score: Raw -153744.656654 + Penalty 2476.410369 = -151268.246285
  nChanged 2
		SP:Iteration 19Q (4668.690000 sec): 3 clusters
  Score: Raw -153745.159457 + Penalty 2476.410369 = -151268.749088
  nChanged 1
		SP:Iteration 20F (4668.940000 sec): 3 clusters
  Score: Raw -153745.949734 + Penalty 2476.410369 = -151269.539364
  nChanged 1
		SP:Iteration 21Q (4669.080000 sec): 3 clusters
  Score: Raw -153746.677769 + Penalty 2476.410369 = -151270.267400
  nChanged 2
		SP:Iteration 22Q (4669.290000 sec): 3 clusters
  Score: Raw -153747.940267 + Penalty 2476.410369 = -151271.529897
  nChanged 2
		SP:Iteration 23Q (4669.470000 sec): 3 clusters
  Score: Raw -153748.956471 + Penalty 2476.410369 = -151272.546102
  nChanged 1
		SP:Iteration 24Q (4669.620000 sec): 3 clusters
  Score: Raw -153749.172499 + Penalty 2476.410369 = -151272.762129
  nChanged 0
		SP:Iteration 25F (4669.850000 sec): 3 clusters
  Score: Raw -153749.172499 + Penalty 2476.410369 = -151272.762129
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 8 (6206 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4670.000000 sec): 2 clusters
  Score: Raw -507781.247609 + Penalty 1419.156675 = -506362.090935
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4670.190000 sec): 3 clusters
  Score: Raw -504495.950077 + Penalty 2838.313350 = -501657.636727
  nChanged 2561
		SP:Iteration 1F (4670.380000 sec): 3 clusters
  Score: Raw -506055.896498 + Penalty 2838.313350 = -503217.583148
  nChanged 525
		SP:Iteration 2F (4670.600000 sec): 3 clusters
  Score: Raw -506556.090646 + Penalty 2838.313350 = -503717.777296
  nChanged 505
		SP:Iteration 3F (4670.850000 sec): 3 clusters
  Score: Raw -507114.841376 + Penalty 2838.313350 = -504276.528027
  nChanged 514
		SP:Iteration 4F (4671.030000 sec): 3 clusters
  Score: Raw -507725.043121 + Penalty 2838.313350 = -504886.729771
  nChanged 504
		SP:Iteration 5F (4671.210000 sec): 3 clusters
  Score: Raw -508264.035132 + Penalty 2838.313350 = -505425.721783
  nChanged 417
		SP:Iteration 6F (4671.430000 sec): 3 clusters
  Score: Raw -508699.383136 + Penalty 2838.313350 = -505861.069787
  nChanged 326
		SP:Iteration 7F (4671.650000 sec): 3 clusters
  Score: Raw -509070.102616 + Penalty 2838.313350 = -506231.789266
  nChanged 263
		SP:Iteration 8Q (4671.890000 sec): 3 clusters
  Score: Raw -509347.997561 + Penalty 2838.313350 = -506509.684212
  nChanged 204
		SP:Iteration 9Q (4672.080000 sec): 3 clusters
  Score: Raw -509531.641645 + Penalty 2838.313350 = -506693.328295
  nChanged 155
		SP:Iteration 10Q (4672.290000 sec): 3 clusters
  Score: Raw -509650.759353 + Penalty 2838.313350 = -506812.446004
  nChanged 116
		SP:Iteration 11Q (4672.450000 sec): 3 clusters
  Score: Raw -509710.542682 + Penalty 2838.313350 = -506872.229333
  nChanged 66
		SP:Iteration 12Q (4672.660000 sec): 3 clusters
  Score: Raw -509734.419303 + Penalty 2838.313350 = -506896.105954
  nChanged 31
		SP:Iteration 13Q (4672.850000 sec): 3 clusters
  Score: Raw -509742.232159 + Penalty 2838.313350 = -506903.918809
  nChanged 23
		SP:Iteration 14Q (4673.050000 sec): 3 clusters
  Score: Raw -509747.054953 + Penalty 2838.313350 = -506908.741603
  nChanged 16
		SP:Iteration 15Q (4673.260000 sec): 3 clusters
  Score: Raw -509749.691054 + Penalty 2838.313350 = -506911.377704
  nChanged 10
		SP:Iteration 16Q (4673.500000 sec): 3 clusters
  Score: Raw -509750.871006 + Penalty 2838.313350 = -506912.557656
  nChanged 5
		SP:Iteration 17Q (4673.700000 sec): 3 clusters
  Score: Raw -509751.452942 + Penalty 2838.313350 = -506913.139592
  nChanged 4
		SP:Iteration 18Q (4673.930000 sec): 3 clusters
  Score: Raw -509751.911618 + Penalty 2838.313350 = -506913.598268
  nChanged 0
		SP:Iteration 19F (4674.170000 sec): 3 clusters
  Score: Raw -509751.911618 + Penalty 2838.313350 = -506913.598268
  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 5.74 GB.

 Trying to split cluster 9 (25271 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4674.390000 sec): 2 clusters
  Score: Raw -2273027.418723 + Penalty 1647.329575 = -2271380.089147
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4674.730000 sec): 3 clusters
  Score: Raw -2257584.977193 + Penalty 3294.659151 = -2254290.318042
  nChanged 11617
		SP:Iteration 1F (4675.030000 sec): 3 clusters
  Score: Raw -2263921.174572 + Penalty 3294.659151 = -2260626.515421
  nChanged 1182
		SP:Iteration 2Q (4675.330000 sec): 3 clusters
  Score: Raw -2264298.097356 + Penalty 3294.659151 = -2261003.438205
  nChanged 1083
		SP:Iteration 3Q (4675.650000 sec): 3 clusters
  Score: Raw -2264647.391856 + Penalty 3294.659151 = -2261352.732705
  nChanged 1008
		SP:Iteration 4Q (4675.960000 sec): 3 clusters
  Score: Raw -2264975.463600 + Penalty 3294.659151 = -2261680.804449
  nChanged 961
		SP:Iteration 5Q (4676.260000 sec): 3 clusters
  Score: Raw -2265310.412348 + Penalty 3294.659151 = -2262015.753197
  nChanged 965
		SP:Iteration 6Q (4676.540000 sec): 3 clusters
  Score: Raw -2265670.246871 + Penalty 3294.659151 = -2262375.587720
  nChanged 1019
		SP:Iteration 7Q (4676.890000 sec): 3 clusters
  Score: Raw -2266071.446526 + Penalty 3294.659151 = -2262776.787375
  nChanged 1048
		SP:Iteration 8Q (4677.170000 sec): 3 clusters
  Score: Raw -2266499.273490 + Penalty 3294.659151 = -2263204.614339
  nChanged 1106
		SP:Iteration 9Q (4677.470000 sec): 3 clusters
  Score: Raw -2266960.397117 + Penalty 3294.659151 = -2263665.737966
  nChanged 1054
		SP:Iteration 10Q (4677.840000 sec): 3 clusters
  Score: Raw -2267387.491023 + Penalty 3294.659151 = -2264092.831872
  nChanged 1004
		SP:Iteration 11Q (4678.180000 sec): 3 clusters
  Score: Raw -2267771.612706 + Penalty 3294.659151 = -2264476.953555
  nChanged 945
		SP:Iteration 12Q (4678.450000 sec): 3 clusters
  Score: Raw -2268110.089692 + Penalty 3294.659151 = -2264815.430541
  nChanged 818
		SP:Iteration 13Q (4678.770000 sec): 3 clusters
  Score: Raw -2268357.184956 + Penalty 3294.659151 = -2265062.525805
  nChanged 699
		SP:Iteration 14Q (4679.050000 sec): 3 clusters
  Score: Raw -2268541.506312 + Penalty 3294.659151 = -2265246.847161
  nChanged 583
		SP:Iteration 15Q (4679.360000 sec): 3 clusters
  Score: Raw -2268680.000098 + Penalty 3294.659151 = -2265385.340947
  nChanged 505
		SP:Iteration 16Q (4679.650000 sec): 3 clusters
  Score: Raw -2268790.375643 + Penalty 3294.659151 = -2265495.716492
  nChanged 447
		SP:Iteration 17Q (4679.970000 sec): 3 clusters
  Score: Raw -2268887.760284 + Penalty 3294.659151 = -2265593.101133
  nChanged 419
		SP:Iteration 18Q (4680.210000 sec): 3 clusters
  Score: Raw -2268975.418513 + Penalty 3294.659151 = -2265680.759362
  nChanged 407
		SP:Iteration 19Q (4680.520000 sec): 3 clusters
  Score: Raw -2269073.443597 + Penalty 3294.659151 = -2265778.784446
  nChanged 410
		SP:Iteration 20F (4680.790000 sec): 3 clusters
  Score: Raw -2269185.579459 + Penalty 3294.659151 = -2265890.920308
  nChanged 465
		SP:Iteration 21Q (4681.100000 sec): 3 clusters
  Score: Raw -2269319.149210 + Penalty 3294.659151 = -2266024.490059
  nChanged 458
		SP:Iteration 22Q (4681.410000 sec): 3 clusters
  Score: Raw -2269465.837365 + Penalty 3294.659151 = -2266171.178214
  nChanged 503
		SP:Iteration 23Q (4681.740000 sec): 3 clusters
  Score: Raw -2269641.598792 + Penalty 3294.659151 = -2266346.939641
  nChanged 502
		SP:Iteration 24Q (4682.040000 sec): 3 clusters
  Score: Raw -2269835.124024 + Penalty 3294.659151 = -2266540.464873
  nChanged 569
		SP:Iteration 25Q (4682.360000 sec): 3 clusters
  Score: Raw -2270053.480566 + Penalty 3294.659151 = -2266758.821415
  nChanged 572
		SP:Iteration 26Q (4682.670000 sec): 3 clusters
  Score: Raw -2270291.262978 + Penalty 3294.659151 = -2266996.603827
  nChanged 604
		SP:Iteration 27Q (4683.030000 sec): 3 clusters
  Score: Raw -2270552.191636 + Penalty 3294.659151 = -2267257.532485
  nChanged 598
		SP:Iteration 28Q (4683.380000 sec): 3 clusters
  Score: Raw -2270810.871965 + Penalty 3294.659151 = -2267516.212814
  nChanged 576
		SP:Iteration 29Q (4683.630000 sec): 3 clusters
  Score: Raw -2271095.661986 + Penalty 3294.659151 = -2267801.002835
  nChanged 623
		SP:Iteration 30Q (4683.980000 sec): 3 clusters
  Score: Raw -2271448.133192 + Penalty 3294.659151 = -2268153.474041
  nChanged 630
		SP:Iteration 31Q (4684.310000 sec): 3 clusters
  Score: Raw -2271855.462422 + Penalty 3294.659151 = -2268560.803271
  nChanged 618
		SP:Iteration 32Q (4684.640000 sec): 3 clusters
  Score: Raw -2272301.624106 + Penalty 3294.659151 = -2269006.964955
  nChanged 555
		SP:Iteration 33Q (4684.930000 sec): 3 clusters
  Score: Raw -2272691.075959 + Penalty 3294.659151 = -2269396.416808
  nChanged 410
		SP:Iteration 34Q (4685.220000 sec): 3 clusters
  Score: Raw -2272980.464054 + Penalty 3294.659151 = -2269685.804903
  nChanged 324
		SP:Iteration 35Q (4685.480000 sec): 3 clusters
  Score: Raw -2273239.075916 + Penalty 3294.659151 = -2269944.416765
  nChanged 249
		SP:Iteration 36Q (4685.770000 sec): 3 clusters
  Score: Raw -2273452.852986 + Penalty 3294.659151 = -2270158.193835
  nChanged 164
		SP:Iteration 37Q (4686.050000 sec): 3 clusters
  Score: Raw -2273585.281517 + Penalty 3294.659151 = -2270290.622367
  nChanged 104
		SP:Iteration 38Q (4686.360000 sec): 3 clusters
  Score: Raw -2273698.111563 + Penalty 3294.659151 = -2270403.452412
  nChanged 86
		SP:Iteration 39Q (4686.610000 sec): 3 clusters
  Score: Raw -2273790.985975 + Penalty 3294.659151 = -2270496.326824
  nChanged 74
		SP:Iteration 40F (4686.960000 sec): 3 clusters
  Score: Raw -2273846.862980 + Penalty 3294.659151 = -2270552.203829
  nChanged 52
		SP:Iteration 41Q (4687.220000 sec): 3 clusters
  Score: Raw -2273892.334312 + Penalty 3294.659151 = -2270597.675161
  nChanged 48
		SP:Iteration 42Q (4687.530000 sec): 3 clusters
  Score: Raw -2273920.516280 + Penalty 3294.659151 = -2270625.857129
  nChanged 33
		SP:Iteration 43Q (4687.810000 sec): 3 clusters
  Score: Raw -2273935.346324 + Penalty 3294.659151 = -2270640.687173
  nChanged 18
		SP:Iteration 44Q (4688.140000 sec): 3 clusters
  Score: Raw -2273942.605900 + Penalty 3294.659151 = -2270647.946749
  nChanged 12
		SP:Iteration 45Q (4688.410000 sec): 3 clusters
  Score: Raw -2273948.967606 + Penalty 3294.659151 = -2270654.308455
  nChanged 14
		SP:Iteration 46Q (4688.710000 sec): 3 clusters
  Score: Raw -2273955.238772 + Penalty 3294.659151 = -2270660.579621
  nChanged 12
		SP:Iteration 47Q (4689.050000 sec): 3 clusters
  Score: Raw -2273960.188228 + Penalty 3294.659151 = -2270665.529077
  nChanged 14
		SP:Iteration 48Q (4689.320000 sec): 3 clusters
  Score: Raw -2273966.482705 + Penalty 3294.659151 = -2270671.823554
  nChanged 14
		SP:Iteration 49Q (4689.600000 sec): 3 clusters
  Score: Raw -2273971.276385 + Penalty 3294.659151 = -2270676.617234
  nChanged 10
		SP:Iteration 50Q (4689.840000 sec): 3 clusters
  Score: Raw -2273974.474012 + Penalty 3294.659151 = -2270679.814861
  nChanged 10
		SP:Iteration 51Q (4690.140000 sec): 3 clusters
  Score: Raw -2273977.710151 + Penalty 3294.659151 = -2270683.051000
  nChanged 9
		SP:Iteration 52Q (4690.410000 sec): 3 clusters
  Score: Raw -2273980.705172 + Penalty 3294.659151 = -2270686.046021
  nChanged 5
		SP:Iteration 53Q (4690.690000 sec): 3 clusters
  Score: Raw -2273982.162722 + Penalty 3294.659151 = -2270687.503571
  nChanged 8
		SP:Iteration 54Q (4691.000000 sec): 3 clusters
  Score: Raw -2273985.210271 + Penalty 3294.659151 = -2270690.551120
  nChanged 3
		SP:Iteration 55Q (4691.260000 sec): 3 clusters
  Score: Raw -2273986.177697 + Penalty 3294.659151 = -2270691.518546
  nChanged 3
		SP:Iteration 56Q (4691.530000 sec): 3 clusters
  Score: Raw -2273986.827177 + Penalty 3294.659151 = -2270692.168026
  nChanged 3
		SP:Iteration 57Q (4691.840000 sec): 3 clusters
  Score: Raw -2273987.500992 + Penalty 3294.659151 = -2270692.841841
  nChanged 2
		SP:Iteration 58Q (4692.120000 sec): 3 clusters
  Score: Raw -2273988.269387 + Penalty 3294.659151 = -2270693.610236
  nChanged 4
		SP:Iteration 59Q (4692.430000 sec): 3 clusters
  Score: Raw -2273990.711201 + Penalty 3294.659151 = -2270696.052050
  nChanged 2
		SP:Iteration 60F (4692.690000 sec): 3 clusters
  Score: Raw -2273991.292682 + Penalty 3294.659151 = -2270696.633531
  nChanged 1
		SP:Iteration 61Q (4692.980000 sec): 3 clusters
  Score: Raw -2273992.093390 + Penalty 3294.659151 = -2270697.434239
  nChanged 1
		SP:Iteration 62Q (4693.310000 sec): 3 clusters
  Score: Raw -2273992.791294 + Penalty 3294.659151 = -2270698.132143
  nChanged 1
		SP:Iteration 63Q (4693.630000 sec): 3 clusters
  Score: Raw -2273993.006429 + Penalty 3294.659151 = -2270698.347278
  nChanged 1
		SP:Iteration 64Q (4693.960000 sec): 3 clusters
  Score: Raw -2273993.284622 + Penalty 3294.659151 = -2270698.625471
  nChanged 1
		SP:Iteration 65Q (4694.230000 sec): 3 clusters
  Score: Raw -2273994.040431 + Penalty 3294.659151 = -2270699.381280
  nChanged 0
		SP:Iteration 66F (4694.500000 sec): 3 clusters
  Score: Raw -2273994.040431 + Penalty 3294.659151 = -2270699.381280
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 10 (4220 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4694.610000 sec): 2 clusters
  Score: Raw -349741.171090 + Penalty 1356.483441 = -348384.687649
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4694.770000 sec): 3 clusters
  Score: Raw -347627.078043 + Penalty 2712.966882 = -344914.111160
  nChanged 1687
		SP:Iteration 1F (4694.930000 sec): 3 clusters
  Score: Raw -349195.278013 + Penalty 2712.966882 = -346482.311131
  nChanged 518
		SP:Iteration 2F (4695.150000 sec): 3 clusters
  Score: Raw -350401.443857 + Penalty 2712.966882 = -347688.476975
  nChanged 569
		SP:Iteration 3F (4695.340000 sec): 3 clusters
  Score: Raw -351762.570597 + Penalty 2712.966882 = -349049.603714
  nChanged 432
		SP:Iteration 4F (4695.500000 sec): 3 clusters
  Score: Raw -352909.176297 + Penalty 2712.966882 = -350196.209415
  nChanged 265
		SP:Iteration 5F (4695.710000 sec): 3 clusters
  Score: Raw -353755.041186 + Penalty 2712.966882 = -351042.074304
  nChanged 139
		SP:Iteration 6Q (4695.900000 sec): 3 clusters
  Score: Raw -354365.063667 + Penalty 2712.966882 = -351652.096784
  nChanged 59
		SP:Iteration 7Q (4696.090000 sec): 3 clusters
  Score: Raw -354508.371843 + Penalty 2712.966882 = -351795.404961
  nChanged 15
		SP:Iteration 8Q (4696.270000 sec): 3 clusters
  Score: Raw -354530.826416 + Penalty 2712.966882 = -351817.859533
  nChanged 8
		SP:Iteration 9Q (4696.430000 sec): 3 clusters
  Score: Raw -354541.451321 + Penalty 2712.966882 = -351828.484438
  nChanged 7
		SP:Iteration 10Q (4696.610000 sec): 3 clusters
  Score: Raw -354548.751480 + Penalty 2712.966882 = -351835.784598
  nChanged 5
		SP:Iteration 11Q (4696.830000 sec): 3 clusters
  Score: Raw -354551.573297 + Penalty 2712.966882 = -351838.606415
  nChanged 3
		SP:Iteration 12Q (4697.000000 sec): 3 clusters
  Score: Raw -354554.541897 + Penalty 2712.966882 = -351841.575014
  nChanged 2
		SP:Iteration 13Q (4697.200000 sec): 3 clusters
  Score: Raw -354556.583971 + Penalty 2712.966882 = -351843.617089
  nChanged 2
		SP:Iteration 14Q (4697.410000 sec): 3 clusters
  Score: Raw -354559.227348 + Penalty 2712.966882 = -351846.260466
  nChanged 3
		SP:Iteration 15Q (4697.590000 sec): 3 clusters
  Score: Raw -354561.199924 + Penalty 2712.966882 = -351848.233042
  nChanged 1
		SP:Iteration 16Q (4697.820000 sec): 3 clusters
  Score: Raw -354564.347827 + Penalty 2712.966882 = -351851.380945
  nChanged 2
		SP:Iteration 17Q (4698.010000 sec): 3 clusters
  Score: Raw -354567.318095 + Penalty 2712.966882 = -351854.351213
  nChanged 3
		SP:Iteration 18Q (4698.240000 sec): 3 clusters
  Score: Raw -354574.657321 + Penalty 2712.966882 = -351861.690439
  nChanged 3
		SP:Iteration 19Q (4698.410000 sec): 3 clusters
  Score: Raw -354579.980320 + Penalty 2712.966882 = -351867.013438
  nChanged 2
		SP:Iteration 20F (4698.620000 sec): 3 clusters
  Score: Raw -354594.264895 + Penalty 2712.966882 = -351881.298013
  nChanged 8
		SP:Iteration 21Q (4698.810000 sec): 3 clusters
  Score: Raw -354624.634221 + Penalty 2712.966882 = -351911.667339
  nChanged 9
		SP:Iteration 22Q (4699.000000 sec): 3 clusters
  Score: Raw -354647.265324 + Penalty 2712.966882 = -351934.298442
  nChanged 9
		SP:Iteration 23Q (4699.210000 sec): 3 clusters
  Score: Raw -354656.110939 + Penalty 2712.966882 = -351943.144057
  nChanged 2
		SP:Iteration 24Q (4699.420000 sec): 3 clusters
  Score: Raw -354657.533318 + Penalty 2712.966882 = -351944.566436
  nChanged 1
		SP:Iteration 25Q (4699.600000 sec): 3 clusters
  Score: Raw -354658.253301 + Penalty 2712.966882 = -351945.286419
  nChanged 0
		SP:Iteration 26F (4699.800000 sec): 3 clusters
  Score: Raw -354658.253301 + Penalty 2712.966882 = -351945.286419
  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 5.74 GB.

 Trying to split cluster 11 (8387 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4699.980000 sec): 2 clusters
  Score: Raw -807125.772186 + Penalty 1468.096202 = -805657.675983
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4700.220000 sec): 3 clusters
  Score: Raw -802444.029249 + Penalty 2936.192404 = -799507.836844
  nChanged 3621
		SP:Iteration 1F (4700.410000 sec): 3 clusters
  Score: Raw -804338.732481 + Penalty 2936.192404 = -801402.540076
  nChanged 579
		SP:Iteration 2F (4700.640000 sec): 3 clusters
  Score: Raw -804650.279472 + Penalty 2936.192404 = -801714.087068
  nChanged 548
		SP:Iteration 3F (4700.850000 sec): 3 clusters
  Score: Raw -805000.423848 + Penalty 2936.192404 = -802064.231444
  nChanged 594
		SP:Iteration 4F (4701.080000 sec): 3 clusters
  Score: Raw -805447.811270 + Penalty 2936.192404 = -802511.618865
  nChanged 616
		SP:Iteration 5F (4701.270000 sec): 3 clusters
  Score: Raw -806017.186870 + Penalty 2936.192404 = -803080.994466
  nChanged 674
		SP:Iteration 6F (4701.470000 sec): 3 clusters
  Score: Raw -806655.240651 + Penalty 2936.192404 = -803719.048247
  nChanged 575
		SP:Iteration 7F (4701.680000 sec): 3 clusters
  Score: Raw -807138.150847 + Penalty 2936.192404 = -804201.958442
  nChanged 384
		SP:Iteration 8Q (4701.900000 sec): 3 clusters
  Score: Raw -807395.691979 + Penalty 2936.192404 = -804459.499575
  nChanged 278
		SP:Iteration 9Q (4702.130000 sec): 3 clusters
  Score: Raw -807551.431098 + Penalty 2936.192404 = -804615.238694
  nChanged 204
		SP:Iteration 10Q (4702.330000 sec): 3 clusters
  Score: Raw -807654.752607 + Penalty 2936.192404 = -804718.560203
  nChanged 124
		SP:Iteration 11Q (4702.560000 sec): 3 clusters
  Score: Raw -807704.903587 + Penalty 2936.192404 = -804768.711183
  nChanged 99
		SP:Iteration 12Q (4702.770000 sec): 3 clusters
  Score: Raw -807743.077396 + Penalty 2936.192404 = -804806.884992
  nChanged 74
		SP:Iteration 13Q (4702.990000 sec): 3 clusters
  Score: Raw -807764.711159 + Penalty 2936.192404 = -804828.518755
  nChanged 36
		SP:Iteration 14Q (4703.210000 sec): 3 clusters
  Score: Raw -807777.251570 + Penalty 2936.192404 = -804841.059165
  nChanged 30
		SP:Iteration 15Q (4703.410000 sec): 3 clusters
  Score: Raw -807787.895198 + Penalty 2936.192404 = -804851.702794
  nChanged 27
		SP:Iteration 16Q (4703.620000 sec): 3 clusters
  Score: Raw -807794.741489 + Penalty 2936.192404 = -804858.549085
  nChanged 13
		SP:Iteration 17Q (4703.860000 sec): 3 clusters
  Score: Raw -807797.479028 + Penalty 2936.192404 = -804861.286624
  nChanged 8
		SP:Iteration 18Q (4704.100000 sec): 3 clusters
  Score: Raw -807799.671792 + Penalty 2936.192404 = -804863.479388
  nChanged 4
		SP:Iteration 19Q (4704.340000 sec): 3 clusters
  Score: Raw -807800.372348 + Penalty 2936.192404 = -804864.179943
  nChanged 0
		SP:Iteration 20F (4704.460000 sec): 3 clusters
  Score: Raw -807800.372348 + Penalty 2936.192404 = -804864.179943
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 12 (20264 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4704.610000 sec): 2 clusters
  Score: Raw -1930120.962583 + Penalty 1611.447694 = -1928509.514889
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4704.910000 sec): 3 clusters
  Score: Raw -1917849.250094 + Penalty 3222.895387 = -1914626.354707
  nChanged 9139
		SP:Iteration 1F (4705.230000 sec): 3 clusters
  Score: Raw -1922943.292192 + Penalty 3222.895387 = -1919720.396804
  nChanged 944
		SP:Iteration 2Q (4705.510000 sec): 3 clusters
  Score: Raw -1923265.620047 + Penalty 3222.895387 = -1920042.724660
  nChanged 842
		SP:Iteration 3Q (4705.780000 sec): 3 clusters
  Score: Raw -1923533.314798 + Penalty 3222.895387 = -1920310.419410
  nChanged 751
		SP:Iteration 4Q (4706.100000 sec): 3 clusters
  Score: Raw -1923776.270435 + Penalty 3222.895387 = -1920553.375047
  nChanged 712
		SP:Iteration 5Q (4706.340000 sec): 3 clusters
  Score: Raw -1924022.134323 + Penalty 3222.895387 = -1920799.238935
  nChanged 748
		SP:Iteration 6Q (4706.680000 sec): 3 clusters
  Score: Raw -1924301.480575 + Penalty 3222.895387 = -1921078.585188
  nChanged 789
		SP:Iteration 7Q (4706.950000 sec): 3 clusters
  Score: Raw -1924614.185798 + Penalty 3222.895387 = -1921391.290411
  nChanged 788
		SP:Iteration 8Q (4707.260000 sec): 3 clusters
  Score: Raw -1924945.440495 + Penalty 3222.895387 = -1921722.545108
  nChanged 817
		SP:Iteration 9Q (4707.540000 sec): 3 clusters
  Score: Raw -1925334.388131 + Penalty 3222.895387 = -1922111.492743
  nChanged 878
		SP:Iteration 10Q (4707.820000 sec): 3 clusters
  Score: Raw -1925852.493204 + Penalty 3222.895387 = -1922629.597817
  nChanged 915
		SP:Iteration 11Q (4708.100000 sec): 3 clusters
  Score: Raw -1926411.734017 + Penalty 3222.895387 = -1923188.838630
  nChanged 903
		SP:Iteration 12Q (4708.450000 sec): 3 clusters
  Score: Raw -1926905.876134 + Penalty 3222.895387 = -1923682.980747
  nChanged 773
		SP:Iteration 13Q (4708.660000 sec): 3 clusters
  Score: Raw -1927260.861800 + Penalty 3222.895387 = -1924037.966413
  nChanged 551
		SP:Iteration 14Q (4708.970000 sec): 3 clusters
  Score: Raw -1927454.223866 + Penalty 3222.895387 = -1924231.328478
  nChanged 409
		SP:Iteration 15Q (4709.300000 sec): 3 clusters
  Score: Raw -1927575.438400 + Penalty 3222.895387 = -1924352.543013
  nChanged 313
		SP:Iteration 16Q (4709.580000 sec): 3 clusters
  Score: Raw -1927664.394849 + Penalty 3222.895387 = -1924441.499462
  nChanged 276
		SP:Iteration 17Q (4709.810000 sec): 3 clusters
  Score: Raw -1927740.527111 + Penalty 3222.895387 = -1924517.631724
  nChanged 274
		SP:Iteration 18Q (4710.050000 sec): 3 clusters
  Score: Raw -1927816.165383 + Penalty 3222.895387 = -1924593.269995
  nChanged 267
		SP:Iteration 19Q (4710.320000 sec): 3 clusters
  Score: Raw -1927883.163044 + Penalty 3222.895387 = -1924660.267657
  nChanged 229
		SP:Iteration 20F (4710.620000 sec): 3 clusters
  Score: Raw -1927942.534030 + Penalty 3222.895387 = -1924719.638643
  nChanged 239
		SP:Iteration 21Q (4710.910000 sec): 3 clusters
  Score: Raw -1928005.035079 + Penalty 3222.895387 = -1924782.139691
  nChanged 231
		SP:Iteration 22Q (4711.230000 sec): 3 clusters
  Score: Raw -1928065.515260 + Penalty 3222.895387 = -1924842.619873
  nChanged 244
		SP:Iteration 23Q (4711.470000 sec): 3 clusters
  Score: Raw -1928134.328601 + Penalty 3222.895387 = -1924911.433214
  nChanged 261
		SP:Iteration 24Q (4711.750000 sec): 3 clusters
  Score: Raw -1928210.537019 + Penalty 3222.895387 = -1924987.641632
  nChanged 259
		SP:Iteration 25Q (4712.030000 sec): 3 clusters
  Score: Raw -1928283.207630 + Penalty 3222.895387 = -1925060.312242
  nChanged 241
		SP:Iteration 26Q (4712.330000 sec): 3 clusters
  Score: Raw -1928352.872946 + Penalty 3222.895387 = -1925129.977558
  nChanged 254
		SP:Iteration 27Q (4712.570000 sec): 3 clusters
  Score: Raw -1928429.325899 + Penalty 3222.895387 = -1925206.430512
  nChanged 274
		SP:Iteration 28Q (4712.810000 sec): 3 clusters
  Score: Raw -1928512.837711 + Penalty 3222.895387 = -1925289.942323
  nChanged 245
		SP:Iteration 29Q (4713.110000 sec): 3 clusters
  Score: Raw -1928584.181222 + Penalty 3222.895387 = -1925361.285835
  nChanged 241
		SP:Iteration 30Q (4713.350000 sec): 3 clusters
  Score: Raw -1928653.826050 + Penalty 3222.895387 = -1925430.930662
  nChanged 242
		SP:Iteration 31Q (4713.600000 sec): 3 clusters
  Score: Raw -1928728.021204 + Penalty 3222.895387 = -1925505.125817
  nChanged 246
		SP:Iteration 32Q (4713.910000 sec): 3 clusters
  Score: Raw -1928811.348951 + Penalty 3222.895387 = -1925588.453563
  nChanged 232
		SP:Iteration 33Q (4714.210000 sec): 3 clusters
  Score: Raw -1928893.953026 + Penalty 3222.895387 = -1925671.057638
  nChanged 223
		SP:Iteration 34Q (4714.500000 sec): 3 clusters
  Score: Raw -1928969.013993 + Penalty 3222.895387 = -1925746.118606
  nChanged 237
		SP:Iteration 35Q (4714.770000 sec): 3 clusters
  Score: Raw -1929057.909145 + Penalty 3222.895387 = -1925835.013758
  nChanged 225
		SP:Iteration 36Q (4715.030000 sec): 3 clusters
  Score: Raw -1929151.069401 + Penalty 3222.895387 = -1925928.174014
  nChanged 228
		SP:Iteration 37Q (4715.290000 sec): 3 clusters
  Score: Raw -1929237.608469 + Penalty 3222.895387 = -1926014.713082
  nChanged 216
		SP:Iteration 38Q (4715.570000 sec): 3 clusters
  Score: Raw -1929318.819531 + Penalty 3222.895387 = -1926095.924144
  nChanged 187
		SP:Iteration 39Q (4715.840000 sec): 3 clusters
  Score: Raw -1929395.521458 + Penalty 3222.895387 = -1926172.626070
  nChanged 180
		SP:Iteration 40F (4716.110000 sec): 3 clusters
  Score: Raw -1929469.900084 + Penalty 3222.895387 = -1926247.004697
  nChanged 182
		SP:Iteration 41Q (4716.340000 sec): 3 clusters
  Score: Raw -1929544.034400 + Penalty 3222.895387 = -1926321.139013
  nChanged 160
		SP:Iteration 42Q (4716.640000 sec): 3 clusters
  Score: Raw -1929605.111761 + Penalty 3222.895387 = -1926382.216374
  nChanged 160
		SP:Iteration 43Q (4716.910000 sec): 3 clusters
  Score: Raw -1929669.370163 + Penalty 3222.895387 = -1926446.474776
  nChanged 149
		SP:Iteration 44Q (4717.180000 sec): 3 clusters
  Score: Raw -1929740.871358 + Penalty 3222.895387 = -1926517.975971
  nChanged 155
		SP:Iteration 45Q (4717.430000 sec): 3 clusters
  Score: Raw -1929810.980617 + Penalty 3222.895387 = -1926588.085230
  nChanged 122
		SP:Iteration 46Q (4717.710000 sec): 3 clusters
  Score: Raw -1929861.996074 + Penalty 3222.895387 = -1926639.100687
  nChanged 106
		SP:Iteration 47Q (4717.990000 sec): 3 clusters
  Score: Raw -1929909.439070 + Penalty 3222.895387 = -1926686.543683
  nChanged 94
		SP:Iteration 48Q (4718.240000 sec): 3 clusters
  Score: Raw -1929951.981801 + Penalty 3222.895387 = -1926729.086414
  nChanged 87
		SP:Iteration 49Q (4718.470000 sec): 3 clusters
  Score: Raw -1929992.197904 + Penalty 3222.895387 = -1926769.302516
  nChanged 72
		SP:Iteration 50Q (4718.770000 sec): 3 clusters
  Score: Raw -1930027.177096 + Penalty 3222.895387 = -1926804.281708
  nChanged 78
		SP:Iteration 51Q (4719.000000 sec): 3 clusters
  Score: Raw -1930060.242038 + Penalty 3222.895387 = -1926837.346651
  nChanged 62
		SP:Iteration 52Q (4719.280000 sec): 3 clusters
  Score: Raw -1930090.949103 + Penalty 3222.895387 = -1926868.053715
  nChanged 58
		SP:Iteration 53Q (4719.530000 sec): 3 clusters
  Score: Raw -1930120.048191 + Penalty 3222.895387 = -1926897.152804
  nChanged 50
		SP:Iteration 54Q (4719.830000 sec): 3 clusters
  Score: Raw -1930146.621461 + Penalty 3222.895387 = -1926923.726073
  nChanged 54
		SP:Iteration 55Q (4720.130000 sec): 3 clusters
  Score: Raw -1930175.424821 + Penalty 3222.895387 = -1926952.529433
  nChanged 45
		SP:Iteration 56Q (4720.410000 sec): 3 clusters
  Score: Raw -1930200.768208 + Penalty 3222.895387 = -1926977.872820
  nChanged 41
		SP:Iteration 57Q (4720.670000 sec): 3 clusters
  Score: Raw -1930225.029932 + Penalty 3222.895387 = -1927002.134544
  nChanged 35
		SP:Iteration 58Q (4720.950000 sec): 3 clusters
  Score: Raw -1930242.561119 + Penalty 3222.895387 = -1927019.665732
  nChanged 23
		SP:Iteration 59Q (4721.190000 sec): 3 clusters
  Score: Raw -1930254.348758 + Penalty 3222.895387 = -1927031.453371
  nChanged 22
		SP:Iteration 60F (4721.460000 sec): 3 clusters
  Score: Raw -1930265.427928 + Penalty 3222.895387 = -1927042.532540
  nChanged 14
		SP:Iteration 61Q (4721.750000 sec): 3 clusters
  Score: Raw -1930274.355934 + Penalty 3222.895387 = -1927051.460547
  nChanged 13
		SP:Iteration 62Q (4721.980000 sec): 3 clusters
  Score: Raw -1930281.826091 + Penalty 3222.895387 = -1927058.930704
  nChanged 16
		SP:Iteration 63Q (4722.210000 sec): 3 clusters
  Score: Raw -1930289.593170 + Penalty 3222.895387 = -1927066.697783
  nChanged 13
		SP:Iteration 64Q (4722.480000 sec): 3 clusters
  Score: Raw -1930297.283283 + Penalty 3222.895387 = -1927074.387895
  nChanged 10
		SP:Iteration 65Q (4722.750000 sec): 3 clusters
  Score: Raw -1930302.709734 + Penalty 3222.895387 = -1927079.814347
  nChanged 8
		SP:Iteration 66Q (4723.000000 sec): 3 clusters
  Score: Raw -1930307.277031 + Penalty 3222.895387 = -1927084.381644
  nChanged 6
		SP:Iteration 67Q (4723.280000 sec): 3 clusters
  Score: Raw -1930310.905179 + Penalty 3222.895387 = -1927088.009792
  nChanged 7
		SP:Iteration 68Q (4723.500000 sec): 3 clusters
  Score: Raw -1930315.102610 + Penalty 3222.895387 = -1927092.207223
  nChanged 7
		SP:Iteration 69Q (4723.770000 sec): 3 clusters
  Score: Raw -1930317.731798 + Penalty 3222.895387 = -1927094.836411
  nChanged 7
		SP:Iteration 70Q (4724.070000 sec): 3 clusters
  Score: Raw -1930323.009193 + Penalty 3222.895387 = -1927100.113806
  nChanged 9
		SP:Iteration 71Q (4724.340000 sec): 3 clusters
  Score: Raw -1930328.711134 + Penalty 3222.895387 = -1927105.815747
  nChanged 6
		SP:Iteration 72Q (4724.600000 sec): 3 clusters
  Score: Raw -1930332.345217 + Penalty 3222.895387 = -1927109.449830
  nChanged 6
		SP:Iteration 73Q (4724.830000 sec): 3 clusters
  Score: Raw -1930336.792283 + Penalty 3222.895387 = -1927113.896896
  nChanged 4
		SP:Iteration 74Q (4725.090000 sec): 3 clusters
  Score: Raw -1930339.826262 + Penalty 3222.895387 = -1927116.930874
  nChanged 4
		SP:Iteration 75Q (4725.340000 sec): 3 clusters
  Score: Raw -1930342.257214 + Penalty 3222.895387 = -1927119.361827
  nChanged 4
		SP:Iteration 76Q (4725.640000 sec): 3 clusters
  Score: Raw -1930344.167415 + Penalty 3222.895387 = -1927121.272028
  nChanged 1
		SP:Iteration 77Q (4725.880000 sec): 3 clusters
  Score: Raw -1930345.032805 + Penalty 3222.895387 = -1927122.137417
  nChanged 2
		SP:Iteration 78Q (4726.140000 sec): 3 clusters
  Score: Raw -1930346.335954 + Penalty 3222.895387 = -1927123.440566
  nChanged 1
		SP:Iteration 79Q (4726.420000 sec): 3 clusters
  Score: Raw -1930346.641094 + Penalty 3222.895387 = -1927123.745707
  nChanged 0
		SP:Iteration 80F (4726.700000 sec): 3 clusters
  Score: Raw -1930346.641094 + Penalty 3222.895387 = -1927123.745707
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 13 (1706 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4726.810000 sec): 2 clusters
  Score: Raw -128400.370990 + Penalty 1209.309843 = -127191.061147
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4727.000000 sec): 3 clusters
  Score: Raw -127712.649520 + Penalty 2418.619687 = -125294.029833
  nChanged 581
		SP:Iteration 1F (4727.180000 sec): 3 clusters
  Score: Raw -128232.406117 + Penalty 2418.619687 = -125813.786430
  nChanged 172
		SP:Iteration 2F (4727.380000 sec): 3 clusters
  Score: Raw -128500.130105 + Penalty 2418.619687 = -126081.510419
  nChanged 139
		SP:Iteration 3F (4727.590000 sec): 3 clusters
  Score: Raw -128688.241229 + Penalty 2418.619687 = -126269.621542
  nChanged 96
		SP:Iteration 4F (4727.770000 sec): 3 clusters
  Score: Raw -128804.987189 + Penalty 2418.619687 = -126386.367503
  nChanged 69
		SP:Iteration 5Q (4727.940000 sec): 3 clusters
  Score: Raw -128913.285964 + Penalty 2418.619687 = -126494.666277
  nChanged 71
		SP:Iteration 6Q (4728.130000 sec): 3 clusters
  Score: Raw -128987.410003 + Penalty 2418.619687 = -126568.790317
  nChanged 46
		SP:Iteration 7Q (4728.280000 sec): 3 clusters
  Score: Raw -129031.893390 + Penalty 2418.619687 = -126613.273703
  nChanged 35
		SP:Iteration 8Q (4728.490000 sec): 3 clusters
  Score: Raw -129054.721036 + Penalty 2418.619687 = -126636.101349
  nChanged 21
		SP:Iteration 9Q (4728.670000 sec): 3 clusters
  Score: Raw -129071.983972 + Penalty 2418.619687 = -126653.364285
  nChanged 17
		SP:Iteration 10Q (4728.900000 sec): 3 clusters
  Score: Raw -129086.902633 + Penalty 2418.619687 = -126668.282947
  nChanged 14
		SP:Iteration 11Q (4729.070000 sec): 3 clusters
  Score: Raw -129095.059242 + Penalty 2418.619687 = -126676.439556
  nChanged 8
		SP:Iteration 12Q (4729.260000 sec): 3 clusters
  Score: Raw -129101.464770 + Penalty 2418.619687 = -126682.845083
  nChanged 10
		SP:Iteration 13Q (4729.440000 sec): 3 clusters
  Score: Raw -129112.084681 + Penalty 2418.619687 = -126693.464994
  nChanged 10
		SP:Iteration 14Q (4729.620000 sec): 3 clusters
  Score: Raw -129128.180350 + Penalty 2418.619687 = -126709.560663
  nChanged 11
		SP:Iteration 15Q (4729.800000 sec): 3 clusters
  Score: Raw -129153.196908 + Penalty 2418.619687 = -126734.577221
  nChanged 20
		SP:Iteration 16Q (4729.980000 sec): 3 clusters
  Score: Raw -129181.099709 + Penalty 2418.619687 = -126762.480023
  nChanged 22
		SP:Iteration 17Q (4730.100000 sec): 3 clusters
  Score: Raw -129208.753077 + Penalty 2418.619687 = -126790.133391
  nChanged 17
		SP:Iteration 18Q (4730.280000 sec): 3 clusters
  Score: Raw -129229.037720 + Penalty 2418.619687 = -126810.418034
  nChanged 9
		SP:Iteration 19Q (4730.490000 sec): 3 clusters
  Score: Raw -129236.072216 + Penalty 2418.619687 = -126817.452529
  nChanged 6
		SP:Iteration 20F (4730.690000 sec): 3 clusters
  Score: Raw -129239.806365 + Penalty 2418.619687 = -126821.186679
  nChanged 2
		SP:Iteration 21Q (4730.830000 sec): 3 clusters
  Score: Raw -129240.668314 + Penalty 2418.619687 = -126822.048628
  nChanged 3
		SP:Iteration 22Q (4731.020000 sec): 3 clusters
  Score: Raw -129242.737694 + Penalty 2418.619687 = -126824.118007
  nChanged 1
		SP:Iteration 23Q (4731.250000 sec): 3 clusters
  Score: Raw -129242.970243 + Penalty 2418.619687 = -126824.350557
  nChanged 2
		SP:Iteration 24Q (4731.450000 sec): 3 clusters
  Score: Raw -129244.063682 + Penalty 2418.619687 = -126825.443996
  nChanged 2
		SP:Iteration 25Q (4731.620000 sec): 3 clusters
  Score: Raw -129245.431554 + Penalty 2418.619687 = -126826.811867
  nChanged 0
		SP:Iteration 26F (4731.800000 sec): 3 clusters
  Score: Raw -129245.431554 + Penalty 2418.619687 = -126826.811867
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 14 (125807 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4732.450000 sec): 2 clusters
  Score: Raw -11303766.230665 + Penalty 1908.156943 = -11301858.073722
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4733.270000 sec): 3 clusters
  Score: Raw -11221419.582767 + Penalty 3816.313886 = -11217603.268881
  nChanged 60273
		SP:Iteration 1F (4734.140000 sec): 3 clusters
  Score: Raw -11256454.677734 + Penalty 3816.313886 = -11252638.363847
  nChanged 4868
		SP:Iteration 2Q (4735.010000 sec): 3 clusters
  Score: Raw -11257995.620623 + Penalty 3816.313886 = -11254179.306736
  nChanged 5735
		SP:Iteration 3Q (4735.770000 sec): 3 clusters
  Score: Raw -11260465.147756 + Penalty 3816.313886 = -11256648.833870
  nChanged 7338
		SP:Iteration 4F (4736.560000 sec): 3 clusters
  Score: Raw -11264542.196746 + Penalty 3816.313886 = -11260725.882860
  nChanged 8686
		SP:Iteration 5F (4737.360000 sec): 3 clusters
  Score: Raw -11270405.091722 + Penalty 3816.313886 = -11266588.777835
  nChanged 9375
		SP:Iteration 6F (4738.110000 sec): 3 clusters
  Score: Raw -11276876.454278 + Penalty 3816.313886 = -11273060.140392
  nChanged 8673
		SP:Iteration 7F (4738.830000 sec): 3 clusters
  Score: Raw -11282137.733837 + Penalty 3816.313886 = -11278321.419951
  nChanged 7145
		SP:Iteration 8F (4739.570000 sec): 3 clusters
  Score: Raw -11286087.184878 + Penalty 3816.313886 = -11282270.870992
  nChanged 5846
		SP:Iteration 9Q (4740.290000 sec): 3 clusters
  Score: Raw -11289355.318490 + Penalty 3816.313886 = -11285539.004604
  nChanged 4928
		SP:Iteration 10Q (4741.060000 sec): 3 clusters
  Score: Raw -11292775.792688 + Penalty 3816.313886 = -11288959.478802
  nChanged 4757
		SP:Iteration 11Q (4741.810000 sec): 3 clusters
  Score: Raw -11297447.771389 + Penalty 3816.313886 = -11293631.457503
  nChanged 4573
		SP:Iteration 12Q (4742.760000 sec): 3 clusters
  Score: Raw -11302751.090883 + Penalty 3816.313886 = -11298934.776996
  nChanged 3594
		SP:Iteration 13Q (4743.600000 sec): 3 clusters
  Score: Raw -11305970.578806 + Penalty 3816.313886 = -11302154.264920
  nChanged 2404
		SP:Iteration 14Q (4744.420000 sec): 3 clusters
  Score: Raw -11307570.574270 + Penalty 3816.313886 = -11303754.260383
  nChanged 1783
		SP:Iteration 15Q (4745.260000 sec): 3 clusters
  Score: Raw -11308431.273356 + Penalty 3816.313886 = -11304614.959470
  nChanged 1396
		SP:Iteration 16Q (4745.950000 sec): 3 clusters
  Score: Raw -11308922.570041 + Penalty 3816.313886 = -11305106.256155
  nChanged 1074
		SP:Iteration 17Q (4746.680000 sec): 3 clusters
  Score: Raw -11309209.378321 + Penalty 3816.313886 = -11305393.064435
  nChanged 805
		SP:Iteration 18Q (4747.330000 sec): 3 clusters
  Score: Raw -11309382.139988 + Penalty 3816.313886 = -11305565.826102
  nChanged 656
		SP:Iteration 19Q (4747.980000 sec): 3 clusters
  Score: Raw -11309496.039964 + Penalty 3816.313886 = -11305679.726078
  nChanged 531
		SP:Iteration 20F (4748.740000 sec): 3 clusters
  Score: Raw -11309572.448548 + Penalty 3816.313886 = -11305756.134661
  nChanged 434
		SP:Iteration 21Q (4749.440000 sec): 3 clusters
  Score: Raw -11309625.863842 + Penalty 3816.313886 = -11305809.549956
  nChanged 356
		SP:Iteration 22Q (4750.140000 sec): 3 clusters
  Score: Raw -11309660.760819 + Penalty 3816.313886 = -11305844.446933
  nChanged 263
		SP:Iteration 23Q (4750.870000 sec): 3 clusters
  Score: Raw -11309682.176571 + Penalty 3816.313886 = -11305865.862685
  nChanged 226
		SP:Iteration 24Q (4751.630000 sec): 3 clusters
  Score: Raw -11309698.118057 + Penalty 3816.313886 = -11305881.804171
  nChanged 161
		SP:Iteration 25Q (4752.280000 sec): 3 clusters
  Score: Raw -11309706.806217 + Penalty 3816.313886 = -11305890.492331
  nChanged 131
		SP:Iteration 26Q (4753.020000 sec): 3 clusters
  Score: Raw -11309713.911931 + Penalty 3816.313886 = -11305897.598045
  nChanged 113
		SP:Iteration 27Q (4753.620000 sec): 3 clusters
  Score: Raw -11309719.002139 + Penalty 3816.313886 = -11305902.688252
  nChanged 94
		SP:Iteration 28Q (4754.300000 sec): 3 clusters
  Score: Raw -11309723.156862 + Penalty 3816.313886 = -11305906.842976
  nChanged 92
		SP:Iteration 29Q (4755.020000 sec): 3 clusters
  Score: Raw -11309726.830142 + Penalty 3816.313886 = -11305910.516256
  nChanged 82
		SP:Iteration 30Q (4755.720000 sec): 3 clusters
  Score: Raw -11309730.095224 + Penalty 3816.313886 = -11305913.781337
  nChanged 76
		SP:Iteration 31Q (4756.370000 sec): 3 clusters
  Score: Raw -11309732.863641 + Penalty 3816.313886 = -11305916.549755
  nChanged 53
		SP:Iteration 32Q (4757.050000 sec): 3 clusters
  Score: Raw -11309734.611353 + Penalty 3816.313886 = -11305918.297467
  nChanged 56
		SP:Iteration 33Q (4757.700000 sec): 3 clusters
  Score: Raw -11309736.367110 + Penalty 3816.313886 = -11305920.053223
  nChanged 47
		SP:Iteration 34Q (4758.420000 sec): 3 clusters
  Score: Raw -11309737.754790 + Penalty 3816.313886 = -11305921.440904
  nChanged 40
		SP:Iteration 35Q (4759.060000 sec): 3 clusters
  Score: Raw -11309738.919118 + Penalty 3816.313886 = -11305922.605232
  nChanged 26
		SP:Iteration 36Q (4759.820000 sec): 3 clusters
  Score: Raw -11309739.768702 + Penalty 3816.313886 = -11305923.454816
  nChanged 29
		SP:Iteration 37Q (4760.520000 sec): 3 clusters
  Score: Raw -11309740.631660 + Penalty 3816.313886 = -11305924.317774
  nChanged 38
		SP:Iteration 38Q (4761.200000 sec): 3 clusters
  Score: Raw -11309741.722858 + Penalty 3816.313886 = -11305925.408972
  nChanged 25
		SP:Iteration 39Q (4761.900000 sec): 3 clusters
  Score: Raw -11309742.386058 + Penalty 3816.313886 = -11305926.072172
  nChanged 25
		SP:Iteration 40F (4762.580000 sec): 3 clusters
  Score: Raw -11309742.947860 + Penalty 3816.313886 = -11305926.633973
  nChanged 17
		SP:Iteration 41Q (4763.300000 sec): 3 clusters
  Score: Raw -11309743.214513 + Penalty 3816.313886 = -11305926.900627
  nChanged 16
		SP:Iteration 42Q (4764.060000 sec): 3 clusters
  Score: Raw -11309743.464180 + Penalty 3816.313886 = -11305927.150294
  nChanged 13
		SP:Iteration 43Q (4764.710000 sec): 3 clusters
  Score: Raw -11309743.674774 + Penalty 3816.313886 = -11305927.360888
  nChanged 13
		SP:Iteration 44Q (4765.440000 sec): 3 clusters
  Score: Raw -11309743.823699 + Penalty 3816.313886 = -11305927.509812
  nChanged 4
		SP:Iteration 45Q (4766.180000 sec): 3 clusters
  Score: Raw -11309743.886148 + Penalty 3816.313886 = -11305927.572262
  nChanged 5
		SP:Iteration 46Q (4766.900000 sec): 3 clusters
  Score: Raw -11309743.940204 + Penalty 3816.313886 = -11305927.626318
  nChanged 8
		SP:Iteration 47Q (4767.660000 sec): 3 clusters
  Score: Raw -11309744.053185 + Penalty 3816.313886 = -11305927.739299
  nChanged 5
		SP:Iteration 48Q (4768.470000 sec): 3 clusters
  Score: Raw -11309744.115053 + Penalty 3816.313886 = -11305927.801167
  nChanged 5
		SP:Iteration 49Q (4769.200000 sec): 3 clusters
  Score: Raw -11309744.196925 + Penalty 3816.313886 = -11305927.883039
  nChanged 4
		SP:Iteration 50Q (4769.850000 sec): 3 clusters
  Score: Raw -11309744.232571 + Penalty 3816.313886 = -11305927.918685
  nChanged 3
		SP:Iteration 51Q (4770.530000 sec): 3 clusters
  Score: Raw -11309744.276246 + Penalty 3816.313886 = -11305927.962360
  nChanged 3
		SP:Iteration 52Q (4771.340000 sec): 3 clusters
  Score: Raw -11309744.291775 + Penalty 3816.313886 = -11305927.977889
  nChanged 0
		SP:Iteration 53F (4772.100000 sec): 3 clusters
  Score: Raw -11309744.291775 + Penalty 3816.313886 = -11305927.977889
  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 5.74 GB.

 Trying to split cluster 15 (18858 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4772.310000 sec): 2 clusters
  Score: Raw -1528456.216737 + Penalty 1599.762532 = -1526856.454204
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4772.600000 sec): 3 clusters
  Score: Raw -1517100.018295 + Penalty 3199.525064 = -1513900.493231
  nChanged 8473
		SP:Iteration 1F (4772.870000 sec): 3 clusters
  Score: Raw -1521820.409984 + Penalty 3199.525064 = -1518620.884920
  nChanged 1346
		SP:Iteration 2F (4773.190000 sec): 3 clusters
  Score: Raw -1522818.760094 + Penalty 3199.525064 = -1519619.235030
  nChanged 1548
		SP:Iteration 3F (4773.440000 sec): 3 clusters
  Score: Raw -1524288.002649 + Penalty 3199.525064 = -1521088.477585
  nChanged 1689
		SP:Iteration 4F (4773.720000 sec): 3 clusters
  Score: Raw -1525873.218109 + Penalty 3199.525064 = -1522673.693044
  nChanged 1547
		SP:Iteration 5F (4773.960000 sec): 3 clusters
  Score: Raw -1527062.376095 + Penalty 3199.525064 = -1523862.851030
  nChanged 1142
		SP:Iteration 6F (4774.270000 sec): 3 clusters
  Score: Raw -1527741.485097 + Penalty 3199.525064 = -1524541.960032
  nChanged 777
		SP:Iteration 7Q (4774.590000 sec): 3 clusters
  Score: Raw -1528096.352169 + Penalty 3199.525064 = -1524896.827105
  nChanged 584
		SP:Iteration 8Q (4774.810000 sec): 3 clusters
  Score: Raw -1528331.212783 + Penalty 3199.525064 = -1525131.687719
  nChanged 437
		SP:Iteration 9Q (4775.030000 sec): 3 clusters
  Score: Raw -1528483.240686 + Penalty 3199.525064 = -1525283.715622
  nChanged 330
		SP:Iteration 10Q (4775.330000 sec): 3 clusters
  Score: Raw -1528588.963910 + Penalty 3199.525064 = -1525389.438845
  nChanged 279
		SP:Iteration 11Q (4775.570000 sec): 3 clusters
  Score: Raw -1528683.341262 + Penalty 3199.525064 = -1525483.816197
  nChanged 268
		SP:Iteration 12Q (4775.870000 sec): 3 clusters
  Score: Raw -1528777.876081 + Penalty 3199.525064 = -1525578.351016
  nChanged 251
		SP:Iteration 13Q (4776.150000 sec): 3 clusters
  Score: Raw -1528846.387608 + Penalty 3199.525064 = -1525646.862544
  nChanged 234
		SP:Iteration 14Q (4776.460000 sec): 3 clusters
  Score: Raw -1528906.863067 + Penalty 3199.525064 = -1525707.338002
  nChanged 189
		SP:Iteration 15Q (4776.700000 sec): 3 clusters
  Score: Raw -1528945.474004 + Penalty 3199.525064 = -1525745.948939
  nChanged 142
		SP:Iteration 16Q (4776.970000 sec): 3 clusters
  Score: Raw -1528968.850721 + Penalty 3199.525064 = -1525769.325656
  nChanged 107
		SP:Iteration 17Q (4777.270000 sec): 3 clusters
  Score: Raw -1528985.155462 + Penalty 3199.525064 = -1525785.630398
  nChanged 91
		SP:Iteration 18Q (4777.560000 sec): 3 clusters
  Score: Raw -1528998.089542 + Penalty 3199.525064 = -1525798.564478
  nChanged 71
		SP:Iteration 19Q (4777.840000 sec): 3 clusters
  Score: Raw -1529005.865831 + Penalty 3199.525064 = -1525806.340766
  nChanged 64
		SP:Iteration 20F (4778.090000 sec): 3 clusters
  Score: Raw -1529012.068323 + Penalty 3199.525064 = -1525812.543259
  nChanged 46
		SP:Iteration 21Q (4778.340000 sec): 3 clusters
  Score: Raw -1529016.406898 + Penalty 3199.525064 = -1525816.881833
  nChanged 34
		SP:Iteration 22Q (4778.600000 sec): 3 clusters
  Score: Raw -1529019.458557 + Penalty 3199.525064 = -1525819.933492
  nChanged 27
		SP:Iteration 23Q (4778.820000 sec): 3 clusters
  Score: Raw -1529021.846929 + Penalty 3199.525064 = -1525822.321865
  nChanged 25
		SP:Iteration 24Q (4779.120000 sec): 3 clusters
  Score: Raw -1529024.196965 + Penalty 3199.525064 = -1525824.671901
  nChanged 28
		SP:Iteration 25Q (4779.380000 sec): 3 clusters
  Score: Raw -1529026.552567 + Penalty 3199.525064 = -1525827.027502
  nChanged 29
		SP:Iteration 26Q (4779.670000 sec): 3 clusters
  Score: Raw -1529028.614696 + Penalty 3199.525064 = -1525829.089631
  nChanged 21
		SP:Iteration 27Q (4779.920000 sec): 3 clusters
  Score: Raw -1529029.864435 + Penalty 3199.525064 = -1525830.339370
  nChanged 20
		SP:Iteration 28Q (4780.140000 sec): 3 clusters
  Score: Raw -1529030.930049 + Penalty 3199.525064 = -1525831.404984
  nChanged 13
		SP:Iteration 29Q (4780.440000 sec): 3 clusters
  Score: Raw -1529031.879470 + Penalty 3199.525064 = -1525832.354405
  nChanged 12
		SP:Iteration 30Q (4780.720000 sec): 3 clusters
  Score: Raw -1529032.660655 + Penalty 3199.525064 = -1525833.135590
  nChanged 12
		SP:Iteration 31Q (4780.980000 sec): 3 clusters
  Score: Raw -1529033.369901 + Penalty 3199.525064 = -1525833.844837
  nChanged 8
		SP:Iteration 32Q (4781.200000 sec): 3 clusters
  Score: Raw -1529033.800742 + Penalty 3199.525064 = -1525834.275678
  nChanged 8
		SP:Iteration 33Q (4781.460000 sec): 3 clusters
  Score: Raw -1529034.324590 + Penalty 3199.525064 = -1525834.799526
  nChanged 8
		SP:Iteration 34Q (4781.820000 sec): 3 clusters
  Score: Raw -1529034.872185 + Penalty 3199.525064 = -1525835.347121
  nChanged 10
		SP:Iteration 35Q (4782.040000 sec): 3 clusters
  Score: Raw -1529035.625968 + Penalty 3199.525064 = -1525836.100904
  nChanged 10
		SP:Iteration 36Q (4782.330000 sec): 3 clusters
  Score: Raw -1529036.280881 + Penalty 3199.525064 = -1525836.755816
  nChanged 11
		SP:Iteration 37Q (4782.610000 sec): 3 clusters
  Score: Raw -1529037.027955 + Penalty 3199.525064 = -1525837.502890
  nChanged 14
		SP:Iteration 38Q (4782.930000 sec): 3 clusters
  Score: Raw -1529037.783666 + Penalty 3199.525064 = -1525838.258601
  nChanged 9
		SP:Iteration 39Q (4783.170000 sec): 3 clusters
  Score: Raw -1529038.202262 + Penalty 3199.525064 = -1525838.677197
  nChanged 10
		SP:Iteration 40F (4783.430000 sec): 3 clusters
  Score: Raw -1529038.723804 + Penalty 3199.525064 = -1525839.198739
  nChanged 6
		SP:Iteration 41Q (4783.730000 sec): 3 clusters
  Score: Raw -1529039.072804 + Penalty 3199.525064 = -1525839.547739
  nChanged 8
		SP:Iteration 42Q (4784.020000 sec): 3 clusters
  Score: Raw -1529039.728182 + Penalty 3199.525064 = -1525840.203118
  nChanged 14
		SP:Iteration 43Q (4784.300000 sec): 3 clusters
  Score: Raw -1529040.580588 + Penalty 3199.525064 = -1525841.055523
  nChanged 9
		SP:Iteration 44Q (4784.530000 sec): 3 clusters
  Score: Raw -1529041.177713 + Penalty 3199.525064 = -1525841.652648
  nChanged 4
		SP:Iteration 45Q (4784.820000 sec): 3 clusters
  Score: Raw -1529041.346192 + Penalty 3199.525064 = -1525841.821127
  nChanged 2
		SP:Iteration 46Q (4785.110000 sec): 3 clusters
  Score: Raw -1529041.459424 + Penalty 3199.525064 = -1525841.934359
  nChanged 4
		SP:Iteration 47Q (4785.450000 sec): 3 clusters
  Score: Raw -1529041.726168 + Penalty 3199.525064 = -1525842.201104
  nChanged 4
		SP:Iteration 48Q (4785.710000 sec): 3 clusters
  Score: Raw -1529041.967764 + Penalty 3199.525064 = -1525842.442700
  nChanged 4
		SP:Iteration 49Q (4785.970000 sec): 3 clusters
  Score: Raw -1529042.249279 + Penalty 3199.525064 = -1525842.724215
  nChanged 10
		SP:Iteration 50Q (4786.280000 sec): 3 clusters
  Score: Raw -1529042.816852 + Penalty 3199.525064 = -1525843.291788
  nChanged 7
		SP:Iteration 51Q (4786.550000 sec): 3 clusters
  Score: Raw -1529043.154576 + Penalty 3199.525064 = -1525843.629511
  nChanged 8
		SP:Iteration 52Q (4786.810000 sec): 3 clusters
  Score: Raw -1529043.469778 + Penalty 3199.525064 = -1525843.944713
  nChanged 3
		SP:Iteration 53Q (4787.090000 sec): 3 clusters
  Score: Raw -1529043.724763 + Penalty 3199.525064 = -1525844.199698
  nChanged 4
		SP:Iteration 54Q (4787.390000 sec): 3 clusters
  Score: Raw -1529043.824075 + Penalty 3199.525064 = -1525844.299010
  nChanged 4
		SP:Iteration 55Q (4787.700000 sec): 3 clusters
  Score: Raw -1529043.999721 + Penalty 3199.525064 = -1525844.474657
  nChanged 3
		SP:Iteration 56Q (4787.980000 sec): 3 clusters
  Score: Raw -1529044.088549 + Penalty 3199.525064 = -1525844.563484
  nChanged 2
		SP:Iteration 57Q (4788.250000 sec): 3 clusters
  Score: Raw -1529044.165129 + Penalty 3199.525064 = -1525844.640065
  nChanged 2
		SP:Iteration 58Q (4788.520000 sec): 3 clusters
  Score: Raw -1529044.215100 + Penalty 3199.525064 = -1525844.690035
  nChanged 1
		SP:Iteration 59Q (4788.780000 sec): 3 clusters
  Score: Raw -1529044.290603 + Penalty 3199.525064 = -1525844.765538
  nChanged 1
		SP:Iteration 60F (4789.040000 sec): 3 clusters
  Score: Raw -1529044.323671 + Penalty 3199.525064 = -1525844.798606
  nChanged 1
		SP:Iteration 61Q (4789.260000 sec): 3 clusters
  Score: Raw -1529044.372745 + Penalty 3199.525064 = -1525844.847680
  nChanged 0
		SP:Iteration 62F (4789.560000 sec): 3 clusters
  Score: Raw -1529044.372745 + Penalty 3199.525064 = -1525844.847680
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 16 (4397 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4789.660000 sec): 2 clusters
  Score: Raw -358555.306501 + Penalty 1363.160137 = -357192.146364
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4789.860000 sec): 3 clusters
  Score: Raw -356392.090750 + Penalty 2726.320275 = -353665.770475
  nChanged 1785
		SP:Iteration 1F (4790.090000 sec): 3 clusters
  Score: Raw -357932.260002 + Penalty 2726.320275 = -355205.939727
  nChanged 498
		SP:Iteration 2F (4790.290000 sec): 3 clusters
  Score: Raw -358481.957890 + Penalty 2726.320275 = -355755.637615
  nChanged 361
		SP:Iteration 3F (4790.490000 sec): 3 clusters
  Score: Raw -358727.312945 + Penalty 2726.320275 = -356000.992670
  nChanged 194
		SP:Iteration 4Q (4790.670000 sec): 3 clusters
  Score: Raw -358848.631018 + Penalty 2726.320275 = -356122.310743
  nChanged 141
		SP:Iteration 5Q (4790.830000 sec): 3 clusters
  Score: Raw -358917.041214 + Penalty 2726.320275 = -356190.720939
  nChanged 85
		SP:Iteration 6Q (4791.030000 sec): 3 clusters
  Score: Raw -358950.599923 + Penalty 2726.320275 = -356224.279648
  nChanged 59
		SP:Iteration 7Q (4791.250000 sec): 3 clusters
  Score: Raw -358971.057859 + Penalty 2726.320275 = -356244.737584
  nChanged 45
		SP:Iteration 8Q (4791.430000 sec): 3 clusters
  Score: Raw -358984.076100 + Penalty 2726.320275 = -356257.755825
  nChanged 33
		SP:Iteration 9Q (4791.580000 sec): 3 clusters
  Score: Raw -358993.494263 + Penalty 2726.320275 = -356267.173988
  nChanged 21
		SP:Iteration 10Q (4791.740000 sec): 3 clusters
  Score: Raw -359000.359918 + Penalty 2726.320275 = -356274.039643
  nChanged 27
		SP:Iteration 11Q (4791.980000 sec): 3 clusters
  Score: Raw -359008.389916 + Penalty 2726.320275 = -356282.069641
  nChanged 26
		SP:Iteration 12Q (4792.130000 sec): 3 clusters
  Score: Raw -359016.997173 + Penalty 2726.320275 = -356290.676898
  nChanged 21
		SP:Iteration 13Q (4792.370000 sec): 3 clusters
  Score: Raw -359024.423443 + Penalty 2726.320275 = -356298.103168
  nChanged 21
		SP:Iteration 14Q (4792.550000 sec): 3 clusters
  Score: Raw -359030.505571 + Penalty 2726.320275 = -356304.185296
  nChanged 23
		SP:Iteration 15Q (4792.770000 sec): 3 clusters
  Score: Raw -359042.253860 + Penalty 2726.320275 = -356315.933585
  nChanged 28
		SP:Iteration 16Q (4792.960000 sec): 3 clusters
  Score: Raw -359056.609427 + Penalty 2726.320275 = -356330.289152
  nChanged 35
		SP:Iteration 17Q (4793.160000 sec): 3 clusters
  Score: Raw -359071.612771 + Penalty 2726.320275 = -356345.292496
  nChanged 33
		SP:Iteration 18Q (4793.370000 sec): 3 clusters
  Score: Raw -359088.563716 + Penalty 2726.320275 = -356362.243441
  nChanged 41
		SP:Iteration 19Q (4793.600000 sec): 3 clusters
  Score: Raw -359109.078440 + Penalty 2726.320275 = -356382.758165
  nChanged 40
		SP:Iteration 20F (4793.830000 sec): 3 clusters
  Score: Raw -359121.658933 + Penalty 2726.320275 = -356395.338658
  nChanged 33
		SP:Iteration 21Q (4793.970000 sec): 3 clusters
  Score: Raw -359133.417462 + Penalty 2726.320275 = -356407.097187
  nChanged 28
		SP:Iteration 22Q (4794.200000 sec): 3 clusters
  Score: Raw -359143.754775 + Penalty 2726.320275 = -356417.434500
  nChanged 28
		SP:Iteration 23Q (4794.370000 sec): 3 clusters
  Score: Raw -359157.956377 + Penalty 2726.320275 = -356431.636102
  nChanged 39
		SP:Iteration 24Q (4794.590000 sec): 3 clusters
  Score: Raw -359179.275599 + Penalty 2726.320275 = -356452.955324
  nChanged 43
		SP:Iteration 25Q (4794.800000 sec): 3 clusters
  Score: Raw -359197.236313 + Penalty 2726.320275 = -356470.916038
  nChanged 33
		SP:Iteration 26Q (4795.030000 sec): 3 clusters
  Score: Raw -359211.209437 + Penalty 2726.320275 = -356484.889162
  nChanged 21
		SP:Iteration 27Q (4795.250000 sec): 3 clusters
  Score: Raw -359218.383494 + Penalty 2726.320275 = -356492.063219
  nChanged 14
		SP:Iteration 28Q (4795.440000 sec): 3 clusters
  Score: Raw -359223.084388 + Penalty 2726.320275 = -356496.764113
  nChanged 10
		SP:Iteration 29Q (4795.660000 sec): 3 clusters
  Score: Raw -359225.783318 + Penalty 2726.320275 = -356499.463043
  nChanged 7
		SP:Iteration 30Q (4795.860000 sec): 3 clusters
  Score: Raw -359227.503230 + Penalty 2726.320275 = -356501.182955
  nChanged 7
		SP:Iteration 31Q (4796.060000 sec): 3 clusters
  Score: Raw -359230.129914 + Penalty 2726.320275 = -356503.809639
  nChanged 10
		SP:Iteration 32Q (4796.230000 sec): 3 clusters
  Score: Raw -359234.306459 + Penalty 2726.320275 = -356507.986184
  nChanged 11
		SP:Iteration 33Q (4796.400000 sec): 3 clusters
  Score: Raw -359238.234042 + Penalty 2726.320275 = -356511.913767
  nChanged 16
		SP:Iteration 34Q (4796.590000 sec): 3 clusters
  Score: Raw -359242.588449 + Penalty 2726.320275 = -356516.268174
  nChanged 8
		SP:Iteration 35Q (4796.810000 sec): 3 clusters
  Score: Raw -359245.819722 + Penalty 2726.320275 = -356519.499447
  nChanged 12
		SP:Iteration 36Q (4797.030000 sec): 3 clusters
  Score: Raw -359251.315970 + Penalty 2726.320275 = -356524.995695
  nChanged 12
		SP:Iteration 37Q (4797.190000 sec): 3 clusters
  Score: Raw -359258.100140 + Penalty 2726.320275 = -356531.779865
  nChanged 19
		SP:Iteration 38Q (4797.390000 sec): 3 clusters
  Score: Raw -359269.346096 + Penalty 2726.320275 = -356543.025821
  nChanged 22
		SP:Iteration 39Q (4797.530000 sec): 3 clusters
  Score: Raw -359281.415408 + Penalty 2726.320275 = -356555.095133
  nChanged 27
		SP:Iteration 40F (4797.730000 sec): 3 clusters
  Score: Raw -359291.700809 + Penalty 2726.320275 = -356565.380534
  nChanged 20
		SP:Iteration 41Q (4797.920000 sec): 3 clusters
  Score: Raw -359300.136464 + Penalty 2726.320275 = -356573.816189
  nChanged 24
		SP:Iteration 42Q (4798.100000 sec): 3 clusters
  Score: Raw -359307.747391 + Penalty 2726.320275 = -356581.427116
  nChanged 11
		SP:Iteration 43Q (4798.310000 sec): 3 clusters
  Score: Raw -359311.960744 + Penalty 2726.320275 = -356585.640469
  nChanged 10
		SP:Iteration 44Q (4798.490000 sec): 3 clusters
  Score: Raw -359316.099955 + Penalty 2726.320275 = -356589.779680
  nChanged 15
		SP:Iteration 45Q (4798.690000 sec): 3 clusters
  Score: Raw -359320.439934 + Penalty 2726.320275 = -356594.119659
  nChanged 11
		SP:Iteration 46Q (4798.860000 sec): 3 clusters
  Score: Raw -359324.193477 + Penalty 2726.320275 = -356597.873202
  nChanged 13
		SP:Iteration 47Q (4799.070000 sec): 3 clusters
  Score: Raw -359328.425150 + Penalty 2726.320275 = -356602.104875
  nChanged 12
		SP:Iteration 48Q (4799.240000 sec): 3 clusters
  Score: Raw -359332.786370 + Penalty 2726.320275 = -356606.466095
  nChanged 9
		SP:Iteration 49Q (4799.410000 sec): 3 clusters
  Score: Raw -359339.427602 + Penalty 2726.320275 = -356613.107327
  nChanged 17
		SP:Iteration 50Q (4799.550000 sec): 3 clusters
  Score: Raw -359345.105675 + Penalty 2726.320275 = -356618.785400
  nChanged 7
		SP:Iteration 51Q (4799.750000 sec): 3 clusters
  Score: Raw -359347.716516 + Penalty 2726.320275 = -356621.396241
  nChanged 4
		SP:Iteration 52Q (4799.970000 sec): 3 clusters
  Score: Raw -359349.302315 + Penalty 2726.320275 = -356622.982040
  nChanged 2
		SP:Iteration 53Q (4800.130000 sec): 3 clusters
  Score: Raw -359350.043826 + Penalty 2726.320275 = -356623.723551
  nChanged 4
		SP:Iteration 54Q (4800.350000 sec): 3 clusters
  Score: Raw -359352.942115 + Penalty 2726.320275 = -356626.621840
  nChanged 6
		SP:Iteration 55Q (4800.560000 sec): 3 clusters
  Score: Raw -359355.318440 + Penalty 2726.320275 = -356628.998165
  nChanged 5
		SP:Iteration 56Q (4800.740000 sec): 3 clusters
  Score: Raw -359358.794339 + Penalty 2726.320275 = -356632.474064
  nChanged 10
		SP:Iteration 57Q (4800.970000 sec): 3 clusters
  Score: Raw -359364.401299 + Penalty 2726.320275 = -356638.081024
  nChanged 12
		SP:Iteration 58Q (4801.140000 sec): 3 clusters
  Score: Raw -359369.884833 + Penalty 2726.320275 = -356643.564558
  nChanged 9
		SP:Iteration 59Q (4801.370000 sec): 3 clusters
  Score: Raw -359372.448130 + Penalty 2726.320275 = -356646.127855
  nChanged 2
		SP:Iteration 60F (4801.530000 sec): 3 clusters
  Score: Raw -359373.354724 + Penalty 2726.320275 = -356647.034449
  nChanged 3
		SP:Iteration 61Q (4801.780000 sec): 3 clusters
  Score: Raw -359374.432191 + Penalty 2726.320275 = -356648.111916
  nChanged 7
		SP:Iteration 62Q (4801.970000 sec): 3 clusters
  Score: Raw -359376.603257 + Penalty 2726.320275 = -356650.282982
  nChanged 6
		SP:Iteration 63Q (4802.130000 sec): 3 clusters
  Score: Raw -359378.959677 + Penalty 2726.320275 = -356652.639402
  nChanged 8
		SP:Iteration 64Q (4802.320000 sec): 3 clusters
  Score: Raw -359382.120669 + Penalty 2726.320275 = -356655.800394
  nChanged 11
		SP:Iteration 65Q (4802.500000 sec): 3 clusters
  Score: Raw -359385.980505 + Penalty 2726.320275 = -356659.660230
  nChanged 9
		SP:Iteration 66Q (4802.690000 sec): 3 clusters
  Score: Raw -359388.293678 + Penalty 2726.320275 = -356661.973403
  nChanged 2
		SP:Iteration 67Q (4802.900000 sec): 3 clusters
  Score: Raw -359389.111037 + Penalty 2726.320275 = -356662.790762
  nChanged 4
		SP:Iteration 68Q (4803.100000 sec): 3 clusters
  Score: Raw -359390.292913 + Penalty 2726.320275 = -356663.972638
  nChanged 2
		SP:Iteration 69Q (4803.290000 sec): 3 clusters
  Score: Raw -359390.933573 + Penalty 2726.320275 = -356664.613298
  nChanged 4
		SP:Iteration 70Q (4803.500000 sec): 3 clusters
  Score: Raw -359391.371769 + Penalty 2726.320275 = -356665.051494
  nChanged 0
		SP:Iteration 71F (4803.720000 sec): 3 clusters
  Score: Raw -359391.371769 + Penalty 2726.320275 = -356665.051494
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 17 (10877 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4803.800000 sec): 2 clusters
  Score: Raw -936902.420095 + Penalty 1510.340934 = -935392.079161
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4804.080000 sec): 3 clusters
  Score: Raw -930679.727532 + Penalty 3020.681868 = -927659.045664
  nChanged 4765
		SP:Iteration 1F (4804.280000 sec): 3 clusters
  Score: Raw -933762.362280 + Penalty 3020.681868 = -930741.680413
  nChanged 996
		SP:Iteration 2F (4804.500000 sec): 3 clusters
  Score: Raw -934735.626100 + Penalty 3020.681868 = -931714.944232
  nChanged 1033
		SP:Iteration 3F (4804.720000 sec): 3 clusters
  Score: Raw -935685.124527 + Penalty 3020.681868 = -932664.442659
  nChanged 845
		SP:Iteration 4F (4804.930000 sec): 3 clusters
  Score: Raw -936390.745718 + Penalty 3020.681868 = -933370.063850
  nChanged 732
		SP:Iteration 5F (4805.160000 sec): 3 clusters
  Score: Raw -937001.673592 + Penalty 3020.681868 = -933980.991724
  nChanged 642
		SP:Iteration 6F (4805.410000 sec): 3 clusters
  Score: Raw -937561.481533 + Penalty 3020.681868 = -934540.799665
  nChanged 527
		SP:Iteration 7Q (4805.620000 sec): 3 clusters
  Score: Raw -938049.704630 + Penalty 3020.681868 = -935029.022762
  nChanged 456
		SP:Iteration 8Q (4805.830000 sec): 3 clusters
  Score: Raw -938434.713439 + Penalty 3020.681868 = -935414.031571
  nChanged 334
		SP:Iteration 9Q (4806.070000 sec): 3 clusters
  Score: Raw -938672.959900 + Penalty 3020.681868 = -935652.278032
  nChanged 281
		SP:Iteration 10Q (4806.260000 sec): 3 clusters
  Score: Raw -938923.549749 + Penalty 3020.681868 = -935902.867881
  nChanged 264
		SP:Iteration 11Q (4806.500000 sec): 3 clusters
  Score: Raw -939258.844575 + Penalty 3020.681868 = -936238.162707
  nChanged 284
		SP:Iteration 12Q (4806.700000 sec): 3 clusters
  Score: Raw -939813.075576 + Penalty 3020.681868 = -936792.393709
  nChanged 275
		SP:Iteration 13Q (4806.920000 sec): 3 clusters
  Score: Raw -940414.809379 + Penalty 3020.681868 = -937394.127511
  nChanged 213
		SP:Iteration 14Q (4807.120000 sec): 3 clusters
  Score: Raw -940648.209884 + Penalty 3020.681868 = -937627.528017
  nChanged 136
		SP:Iteration 15Q (4807.300000 sec): 3 clusters
  Score: Raw -940704.969062 + Penalty 3020.681868 = -937684.287194
  nChanged 71
		SP:Iteration 16Q (4807.480000 sec): 3 clusters
  Score: Raw -940732.912091 + Penalty 3020.681868 = -937712.230223
  nChanged 51
		SP:Iteration 17Q (4807.730000 sec): 3 clusters
  Score: Raw -940749.842049 + Penalty 3020.681868 = -937729.160181
  nChanged 30
		SP:Iteration 18Q (4807.960000 sec): 3 clusters
  Score: Raw -940756.891726 + Penalty 3020.681868 = -937736.209858
  nChanged 18
		SP:Iteration 19Q (4808.180000 sec): 3 clusters
  Score: Raw -940760.593608 + Penalty 3020.681868 = -937739.911740
  nChanged 12
		SP:Iteration 20F (4808.400000 sec): 3 clusters
  Score: Raw -940763.021316 + Penalty 3020.681868 = -937742.339449
  nChanged 8
		SP:Iteration 21Q (4808.660000 sec): 3 clusters
  Score: Raw -940764.088598 + Penalty 3020.681868 = -937743.406730
  nChanged 4
		SP:Iteration 22Q (4808.840000 sec): 3 clusters
  Score: Raw -940764.587144 + Penalty 3020.681868 = -937743.905276
  nChanged 1
		SP:Iteration 23Q (4809.050000 sec): 3 clusters
  Score: Raw -940764.691779 + Penalty 3020.681868 = -937744.009911
  nChanged 0
		SP:Iteration 24F (4809.270000 sec): 3 clusters
  Score: Raw -940764.691779 + Penalty 3020.681868 = -937744.009911
  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 5.74 GB.

 Trying to split cluster 18 (5380 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4809.420000 sec): 2 clusters
  Score: Raw -440369.470474 + Penalty 1395.947094 = -438973.523381
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4809.600000 sec): 3 clusters
  Score: Raw -437626.467516 + Penalty 2791.894187 = -434834.573329
  nChanged 2234
		SP:Iteration 1F (4809.790000 sec): 3 clusters
  Score: Raw -439306.787955 + Penalty 2791.894187 = -436514.893767
  nChanged 561
		SP:Iteration 2F (4809.990000 sec): 3 clusters
  Score: Raw -439966.213460 + Penalty 2791.894187 = -437174.319273
  nChanged 496
		SP:Iteration 3F (4810.190000 sec): 3 clusters
  Score: Raw -440634.454330 + Penalty 2791.894187 = -437842.560142
  nChanged 410
		SP:Iteration 4F (4810.400000 sec): 3 clusters
  Score: Raw -441043.417060 + Penalty 2791.894187 = -438251.522872
  nChanged 285
		SP:Iteration 5F (4810.580000 sec): 3 clusters
  Score: Raw -441295.849262 + Penalty 2791.894187 = -438503.955075
  nChanged 216
		SP:Iteration 6Q (4810.740000 sec): 3 clusters
  Score: Raw -441479.319826 + Penalty 2791.894187 = -438687.425638
  nChanged 167
		SP:Iteration 7Q (4810.920000 sec): 3 clusters
  Score: Raw -441607.119457 + Penalty 2791.894187 = -438815.225270
  nChanged 140
		SP:Iteration 8Q (4811.130000 sec): 3 clusters
  Score: Raw -441692.126183 + Penalty 2791.894187 = -438900.231996
  nChanged 105
		SP:Iteration 9Q (4811.330000 sec): 3 clusters
  Score: Raw -441752.418715 + Penalty 2791.894187 = -438960.524528
  nChanged 97
		SP:Iteration 10Q (4811.480000 sec): 3 clusters
  Score: Raw -441810.272448 + Penalty 2791.894187 = -439018.378261
  nChanged 106
		SP:Iteration 11Q (4811.670000 sec): 3 clusters
  Score: Raw -441866.998822 + Penalty 2791.894187 = -439075.104635
  nChanged 73
		SP:Iteration 12Q (4811.880000 sec): 3 clusters
  Score: Raw -441899.444993 + Penalty 2791.894187 = -439107.550806
  nChanged 69
		SP:Iteration 13Q (4812.090000 sec): 3 clusters
  Score: Raw -441937.682941 + Penalty 2791.894187 = -439145.788754
  nChanged 61
		SP:Iteration 14Q (4812.320000 sec): 3 clusters
  Score: Raw -441970.289009 + Penalty 2791.894187 = -439178.394822
  nChanged 78
		SP:Iteration 15Q (4812.530000 sec): 3 clusters
  Score: Raw -442012.851572 + Penalty 2791.894187 = -439220.957385
  nChanged 62
		SP:Iteration 16Q (4812.750000 sec): 3 clusters
  Score: Raw -442042.959413 + Penalty 2791.894187 = -439251.065226
  nChanged 49
		SP:Iteration 17Q (4812.970000 sec): 3 clusters
  Score: Raw -442064.982650 + Penalty 2791.894187 = -439273.088463
  nChanged 49
		SP:Iteration 18Q (4813.130000 sec): 3 clusters
  Score: Raw -442085.675669 + Penalty 2791.894187 = -439293.781482
  nChanged 48
		SP:Iteration 19Q (4813.340000 sec): 3 clusters
  Score: Raw -442106.380169 + Penalty 2791.894187 = -439314.485982
  nChanged 46
		SP:Iteration 20F (4813.530000 sec): 3 clusters
  Score: Raw -442127.300754 + Penalty 2791.894187 = -439335.406567
  nChanged 39
		SP:Iteration 21Q (4813.750000 sec): 3 clusters
  Score: Raw -442144.857472 + Penalty 2791.894187 = -439352.963285
  nChanged 36
		SP:Iteration 22Q (4813.980000 sec): 3 clusters
  Score: Raw -442159.518076 + Penalty 2791.894187 = -439367.623889
  nChanged 28
		SP:Iteration 23Q (4814.180000 sec): 3 clusters
  Score: Raw -442171.132149 + Penalty 2791.894187 = -439379.237962
  nChanged 20
		SP:Iteration 24Q (4814.370000 sec): 3 clusters
  Score: Raw -442177.735408 + Penalty 2791.894187 = -439385.841221
  nChanged 21
		SP:Iteration 25Q (4814.580000 sec): 3 clusters
  Score: Raw -442186.191187 + Penalty 2791.894187 = -439394.297000
  nChanged 24
		SP:Iteration 26Q (4814.720000 sec): 3 clusters
  Score: Raw -442196.430083 + Penalty 2791.894187 = -439404.535896
  nChanged 30
		SP:Iteration 27Q (4814.940000 sec): 3 clusters
  Score: Raw -442210.406210 + Penalty 2791.894187 = -439418.512022
  nChanged 28
		SP:Iteration 28Q (4815.180000 sec): 3 clusters
  Score: Raw -442228.025436 + Penalty 2791.894187 = -439436.131249
  nChanged 35
		SP:Iteration 29Q (4815.360000 sec): 3 clusters
  Score: Raw -442259.664202 + Penalty 2791.894187 = -439467.770014
  nChanged 38
		SP:Iteration 30Q (4815.560000 sec): 3 clusters
  Score: Raw -442298.901659 + Penalty 2791.894187 = -439507.007472
  nChanged 31
		SP:Iteration 31Q (4815.740000 sec): 3 clusters
  Score: Raw -442332.557412 + Penalty 2791.894187 = -439540.663225
  nChanged 34
		SP:Iteration 32Q (4815.930000 sec): 3 clusters
  Score: Raw -442369.388713 + Penalty 2791.894187 = -439577.494525
  nChanged 35
		SP:Iteration 33Q (4816.110000 sec): 3 clusters
  Score: Raw -442401.336941 + Penalty 2791.894187 = -439609.442753
  nChanged 40
		SP:Iteration 34Q (4816.300000 sec): 3 clusters
  Score: Raw -442432.521264 + Penalty 2791.894187 = -439640.627077
  nChanged 25
		SP:Iteration 35Q (4816.490000 sec): 3 clusters
  Score: Raw -442443.225019 + Penalty 2791.894187 = -439651.330831
  nChanged 14
		SP:Iteration 36Q (4816.660000 sec): 3 clusters
  Score: Raw -442447.374317 + Penalty 2791.894187 = -439655.480129
  nChanged 5
		SP:Iteration 37Q (4816.890000 sec): 3 clusters
  Score: Raw -442449.884542 + Penalty 2791.894187 = -439657.990354
  nChanged 6
		SP:Iteration 38Q (4817.070000 sec): 3 clusters
  Score: Raw -442451.337643 + Penalty 2791.894187 = -439659.443456
  nChanged 3
		SP:Iteration 39Q (4817.280000 sec): 3 clusters
  Score: Raw -442452.064398 + Penalty 2791.894187 = -439660.170211
  nChanged 3
		SP:Iteration 40F (4817.440000 sec): 3 clusters
  Score: Raw -442453.067683 + Penalty 2791.894187 = -439661.173495
  nChanged 1
		SP:Iteration 41Q (4817.660000 sec): 3 clusters
  Score: Raw -442453.624002 + Penalty 2791.894187 = -439661.729815
  nChanged 0
		SP:Iteration 42F (4817.860000 sec): 3 clusters
  Score: Raw -442453.624002 + Penalty 2791.894187 = -439661.729815
  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 5.74 GB.

 Trying to split cluster 19 (2324 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4817.970000 sec): 2 clusters
  Score: Raw -199602.793030 + Penalty 1259.544832 = -198343.248199
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4818.220000 sec): 3 clusters
  Score: Raw -198602.251875 + Penalty 2519.089663 = -196083.162211
  nChanged 826
		SP:Iteration 1F (4818.420000 sec): 3 clusters
  Score: Raw -199267.098009 + Penalty 2519.089663 = -196748.008346
  nChanged 254
		SP:Iteration 2F (4818.590000 sec): 3 clusters
  Score: Raw -199751.835963 + Penalty 2519.089663 = -197232.746299
  nChanged 258
		SP:Iteration 3F (4818.810000 sec): 3 clusters
  Score: Raw -200526.214029 + Penalty 2519.089663 = -198007.124366
  nChanged 216
		SP:Iteration 4F (4819.010000 sec): 3 clusters
  Score: Raw -201375.892171 + Penalty 2519.089663 = -198856.802508
  nChanged 137
		SP:Iteration 5F (4819.180000 sec): 3 clusters
  Score: Raw -201635.170413 + Penalty 2519.089663 = -199116.080749
  nChanged 85
		SP:Iteration 6Q (4819.410000 sec): 3 clusters
  Score: Raw -201784.923698 + Penalty 2519.089663 = -199265.834034
  nChanged 52
		SP:Iteration 7Q (4819.630000 sec): 3 clusters
  Score: Raw -201894.794695 + Penalty 2519.089663 = -199375.705032
  nChanged 54
		SP:Iteration 8Q (4819.810000 sec): 3 clusters
  Score: Raw -202052.195301 + Penalty 2519.089663 = -199533.105638
  nChanged 56
		SP:Iteration 9Q (4819.960000 sec): 3 clusters
  Score: Raw -202279.587906 + Penalty 2519.089663 = -199760.498242
  nChanged 30
		SP:Iteration 10Q (4820.120000 sec): 3 clusters
  Score: Raw -202376.952233 + Penalty 2519.089663 = -199857.862570
  nChanged 2
		SP:Iteration 11Q (4820.330000 sec): 3 clusters
  Score: Raw -202378.495620 + Penalty 2519.089663 = -199859.405957
  nChanged 0
		SP:Iteration 12F (4820.540000 sec): 3 clusters
  Score: Raw -202378.495620 + Penalty 2519.089663 = -199859.405957
  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 5.74 GB.

 Trying to split cluster 20 (13948 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4820.680000 sec): 2 clusters
  Score: Raw -1173993.709738 + Penalty 1550.752354 = -1172442.957384
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4820.920000 sec): 3 clusters
  Score: Raw -1165765.779112 + Penalty 3101.504708 = -1162664.274405
  nChanged 6214
		SP:Iteration 1F (4821.180000 sec): 3 clusters
  Score: Raw -1169571.003321 + Penalty 3101.504708 = -1166469.498614
  nChanged 1093
		SP:Iteration 2F (4821.380000 sec): 3 clusters
  Score: Raw -1170590.383954 + Penalty 3101.504708 = -1167488.879247
  nChanged 1189
		SP:Iteration 3F (4821.620000 sec): 3 clusters
  Score: Raw -1171688.893124 + Penalty 3101.504708 = -1168587.388416
  nChanged 1104
		SP:Iteration 4F (4821.830000 sec): 3 clusters
  Score: Raw -1172435.148562 + Penalty 3101.504708 = -1169333.643854
  nChanged 851
		SP:Iteration 5F (4822.100000 sec): 3 clusters
  Score: Raw -1172899.217427 + Penalty 3101.504708 = -1169797.712719
  nChanged 654
		SP:Iteration 6Q (4822.270000 sec): 3 clusters
  Score: Raw -1173247.564626 + Penalty 3101.504708 = -1170146.059919
  nChanged 581
		SP:Iteration 7Q (4822.520000 sec): 3 clusters
  Score: Raw -1173536.444794 + Penalty 3101.504708 = -1170434.940086
  nChanged 494
		SP:Iteration 8Q (4822.750000 sec): 3 clusters
  Score: Raw -1173792.466805 + Penalty 3101.504708 = -1170690.962098
  nChanged 435
		SP:Iteration 9Q (4822.970000 sec): 3 clusters
  Score: Raw -1174037.722546 + Penalty 3101.504708 = -1170936.217838
  nChanged 399
		SP:Iteration 10Q (4823.240000 sec): 3 clusters
  Score: Raw -1174302.790694 + Penalty 3101.504708 = -1171201.285986
  nChanged 390
		SP:Iteration 11Q (4823.490000 sec): 3 clusters
  Score: Raw -1174576.178906 + Penalty 3101.504708 = -1171474.674198
  nChanged 328
		SP:Iteration 12Q (4823.720000 sec): 3 clusters
  Score: Raw -1174790.385434 + Penalty 3101.504708 = -1171688.880727
  nChanged 285
		SP:Iteration 13Q (4823.960000 sec): 3 clusters
  Score: Raw -1174962.686726 + Penalty 3101.504708 = -1171861.182019
  nChanged 249
		SP:Iteration 14Q (4824.190000 sec): 3 clusters
  Score: Raw -1175098.703751 + Penalty 3101.504708 = -1171997.199043
  nChanged 208
		SP:Iteration 15Q (4824.430000 sec): 3 clusters
  Score: Raw -1175198.675352 + Penalty 3101.504708 = -1172097.170644
  nChanged 170
		SP:Iteration 16Q (4824.680000 sec): 3 clusters
  Score: Raw -1175257.228699 + Penalty 3101.504708 = -1172155.723992
  nChanged 105
		SP:Iteration 17Q (4824.930000 sec): 3 clusters
  Score: Raw -1175291.215551 + Penalty 3101.504708 = -1172189.710843
  nChanged 81
		SP:Iteration 18Q (4825.190000 sec): 3 clusters
  Score: Raw -1175310.560380 + Penalty 3101.504708 = -1172209.055673
  nChanged 72
		SP:Iteration 19Q (4825.480000 sec): 3 clusters
  Score: Raw -1175325.660915 + Penalty 3101.504708 = -1172224.156207
  nChanged 52
		SP:Iteration 20F (4825.710000 sec): 3 clusters
  Score: Raw -1175335.584484 + Penalty 3101.504708 = -1172234.079776
  nChanged 33
		SP:Iteration 21Q (4825.950000 sec): 3 clusters
  Score: Raw -1175341.740615 + Penalty 3101.504708 = -1172240.235907
  nChanged 30
		SP:Iteration 22Q (4826.220000 sec): 3 clusters
  Score: Raw -1175347.188711 + Penalty 3101.504708 = -1172245.684004
  nChanged 22
		SP:Iteration 23Q (4826.440000 sec): 3 clusters
  Score: Raw -1175351.027464 + Penalty 3101.504708 = -1172249.522757
  nChanged 32
		SP:Iteration 24Q (4826.660000 sec): 3 clusters
  Score: Raw -1175354.934273 + Penalty 3101.504708 = -1172253.429565
  nChanged 21
		SP:Iteration 25Q (4826.880000 sec): 3 clusters
  Score: Raw -1175358.136761 + Penalty 3101.504708 = -1172256.632053
  nChanged 21
		SP:Iteration 26Q (4827.150000 sec): 3 clusters
  Score: Raw -1175360.539828 + Penalty 3101.504708 = -1172259.035120
  nChanged 16
		SP:Iteration 27Q (4827.390000 sec): 3 clusters
  Score: Raw -1175362.085048 + Penalty 3101.504708 = -1172260.580341
  nChanged 16
		SP:Iteration 28Q (4827.580000 sec): 3 clusters
  Score: Raw -1175363.998577 + Penalty 3101.504708 = -1172262.493870
  nChanged 7
		SP:Iteration 29Q (4827.850000 sec): 3 clusters
  Score: Raw -1175364.462829 + Penalty 3101.504708 = -1172262.958122
  nChanged 7
		SP:Iteration 30Q (4828.100000 sec): 3 clusters
  Score: Raw -1175365.704419 + Penalty 3101.504708 = -1172264.199711
  nChanged 6
		SP:Iteration 31Q (4828.360000 sec): 3 clusters
  Score: Raw -1175366.243950 + Penalty 3101.504708 = -1172264.739242
  nChanged 4
		SP:Iteration 32Q (4828.600000 sec): 3 clusters
  Score: Raw -1175366.562741 + Penalty 3101.504708 = -1172265.058034
  nChanged 2
		SP:Iteration 33Q (4828.820000 sec): 3 clusters
  Score: Raw -1175366.650290 + Penalty 3101.504708 = -1172265.145582
  nChanged 1
		SP:Iteration 34Q (4829.080000 sec): 3 clusters
  Score: Raw -1175366.733004 + Penalty 3101.504708 = -1172265.228297
  nChanged 2
		SP:Iteration 35Q (4829.280000 sec): 3 clusters
  Score: Raw -1175366.886450 + Penalty 3101.504708 = -1172265.381742
  nChanged 2
		SP:Iteration 36Q (4829.500000 sec): 3 clusters
  Score: Raw -1175366.943364 + Penalty 3101.504708 = -1172265.438657
  nChanged 1
		SP:Iteration 37Q (4829.680000 sec): 3 clusters
  Score: Raw -1175366.986736 + Penalty 3101.504708 = -1172265.482029
  nChanged 2
		SP:Iteration 38Q (4829.990000 sec): 3 clusters
  Score: Raw -1175367.108554 + Penalty 3101.504708 = -1172265.603847
  nChanged 1
		SP:Iteration 39Q (4830.180000 sec): 3 clusters
  Score: Raw -1175367.135283 + Penalty 3101.504708 = -1172265.630576
  nChanged 1
		SP:Iteration 40F (4830.440000 sec): 3 clusters
  Score: Raw -1175367.214881 + Penalty 3101.504708 = -1172265.710173
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 21 (51918 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4830.790000 sec): 2 clusters
  Score: Raw -4696027.867020 + Penalty 1764.330885 = -4694263.536135
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4831.200000 sec): 3 clusters
  Score: Raw -4662865.613903 + Penalty 3528.661770 = -4659336.952133
  nChanged 24563
		SP:Iteration 1F (4831.640000 sec): 3 clusters
  Score: Raw -4677072.659158 + Penalty 3528.661770 = -4673543.997388
  nChanged 2313
		SP:Iteration 2Q (4832.130000 sec): 3 clusters
  Score: Raw -4677882.988104 + Penalty 3528.661770 = -4674354.326335
  nChanged 2505
		SP:Iteration 3Q (4832.550000 sec): 3 clusters
  Score: Raw -4679008.546331 + Penalty 3528.661770 = -4675479.884562
  nChanged 2902
		SP:Iteration 4F (4833.020000 sec): 3 clusters
  Score: Raw -4680570.443936 + Penalty 3528.661770 = -4677041.782166
  nChanged 3314
		SP:Iteration 5F (4833.470000 sec): 3 clusters
  Score: Raw -4682580.393942 + Penalty 3528.661770 = -4679051.732173
  nChanged 3341
		SP:Iteration 6F (4833.940000 sec): 3 clusters
  Score: Raw -4684460.731046 + Penalty 3528.661770 = -4680932.069276
  nChanged 3062
		SP:Iteration 7F (4834.340000 sec): 3 clusters
  Score: Raw -4685918.294081 + Penalty 3528.661770 = -4682389.632311
  nChanged 2477
		SP:Iteration 8Q (4834.880000 sec): 3 clusters
  Score: Raw -4686911.273942 + Penalty 3528.661770 = -4683382.612172
  nChanged 1928
		SP:Iteration 9Q (4835.250000 sec): 3 clusters
  Score: Raw -4687551.905678 + Penalty 3528.661770 = -4684023.243909
  nChanged 1505
		SP:Iteration 10Q (4835.740000 sec): 3 clusters
  Score: Raw -4687967.185889 + Penalty 3528.661770 = -4684438.524119
  nChanged 1189
		SP:Iteration 11Q (4836.240000 sec): 3 clusters
  Score: Raw -4688232.379327 + Penalty 3528.661770 = -4684703.717557
  nChanged 954
		SP:Iteration 12Q (4836.740000 sec): 3 clusters
  Score: Raw -4688420.399623 + Penalty 3528.661770 = -4684891.737854
  nChanged 798
		SP:Iteration 13Q (4837.210000 sec): 3 clusters
  Score: Raw -4688559.444847 + Penalty 3528.661770 = -4685030.783077
  nChanged 696
		SP:Iteration 14Q (4837.740000 sec): 3 clusters
  Score: Raw -4688661.782270 + Penalty 3528.661770 = -4685133.120500
  nChanged 585
		SP:Iteration 15Q (4838.170000 sec): 3 clusters
  Score: Raw -4688747.493663 + Penalty 3528.661770 = -4685218.831894
  nChanged 581
		SP:Iteration 16Q (4838.620000 sec): 3 clusters
  Score: Raw -4688834.756249 + Penalty 3528.661770 = -4685306.094480
  nChanged 593
		SP:Iteration 17Q (4838.980000 sec): 3 clusters
  Score: Raw -4688924.029144 + Penalty 3528.661770 = -4685395.367375
  nChanged 648
		SP:Iteration 18Q (4839.430000 sec): 3 clusters
  Score: Raw -4689029.915204 + Penalty 3528.661770 = -4685501.253435
  nChanged 682
		SP:Iteration 19Q (4839.850000 sec): 3 clusters
  Score: Raw -4689147.396288 + Penalty 3528.661770 = -4685618.734518
  nChanged 791
		SP:Iteration 20F (4840.270000 sec): 3 clusters
  Score: Raw -4689315.330934 + Penalty 3528.661770 = -4685786.669165
  nChanged 948
		SP:Iteration 21Q (4840.730000 sec): 3 clusters
  Score: Raw -4689564.145985 + Penalty 3528.661770 = -4686035.484215
  nChanged 1098
		SP:Iteration 22Q (4841.170000 sec): 3 clusters
  Score: Raw -4689907.848460 + Penalty 3528.661770 = -4686379.186690
  nChanged 1243
		SP:Iteration 23Q (4841.630000 sec): 3 clusters
  Score: Raw -4690335.835983 + Penalty 3528.661770 = -4686807.174214
  nChanged 1379
		SP:Iteration 24Q (4842.020000 sec): 3 clusters
  Score: Raw -4690878.817899 + Penalty 3528.661770 = -4687350.156130
  nChanged 1565
		SP:Iteration 25Q (4842.490000 sec): 3 clusters
  Score: Raw -4691571.951115 + Penalty 3528.661770 = -4688043.289345
  nChanged 1643
		SP:Iteration 26Q (4842.950000 sec): 3 clusters
  Score: Raw -4692340.862129 + Penalty 3528.661770 = -4688812.200359
  nChanged 1637
		SP:Iteration 27Q (4843.420000 sec): 3 clusters
  Score: Raw -4693108.735227 + Penalty 3528.661770 = -4689580.073458
  nChanged 1538
		SP:Iteration 28Q (4843.870000 sec): 3 clusters
  Score: Raw -4693810.311014 + Penalty 3528.661770 = -4690281.649245
  nChanged 1447
		SP:Iteration 29Q (4844.310000 sec): 3 clusters
  Score: Raw -4694445.679286 + Penalty 3528.661770 = -4690917.017517
  nChanged 1284
		SP:Iteration 30Q (4844.720000 sec): 3 clusters
  Score: Raw -4694978.499871 + Penalty 3528.661770 = -4691449.838101
  nChanged 1084
		SP:Iteration 31Q (4845.240000 sec): 3 clusters
  Score: Raw -4695389.434531 + Penalty 3528.661770 = -4691860.772762
  nChanged 868
		SP:Iteration 32Q (4845.670000 sec): 3 clusters
  Score: Raw -4695691.330524 + Penalty 3528.661770 = -4692162.668754
  nChanged 705
		SP:Iteration 33Q (4846.080000 sec): 3 clusters
  Score: Raw -4695907.808364 + Penalty 3528.661770 = -4692379.146595
  nChanged 609
		SP:Iteration 34Q (4846.470000 sec): 3 clusters
  Score: Raw -4696092.333790 + Penalty 3528.661770 = -4692563.672020
  nChanged 476
		SP:Iteration 35Q (4846.890000 sec): 3 clusters
  Score: Raw -4696226.544165 + Penalty 3528.661770 = -4692697.882395
  nChanged 392
		SP:Iteration 36Q (4847.290000 sec): 3 clusters
  Score: Raw -4696329.555563 + Penalty 3528.661770 = -4692800.893793
  nChanged 344
		SP:Iteration 37Q (4847.660000 sec): 3 clusters
  Score: Raw -4696418.147745 + Penalty 3528.661770 = -4692889.485976
  nChanged 290
		SP:Iteration 38Q (4848.080000 sec): 3 clusters
  Score: Raw -4696489.280635 + Penalty 3528.661770 = -4692960.618866
  nChanged 235
		SP:Iteration 39Q (4848.440000 sec): 3 clusters
  Score: Raw -4696544.568092 + Penalty 3528.661770 = -4693015.906323
  nChanged 209
		SP:Iteration 40F (4848.870000 sec): 3 clusters
  Score: Raw -4696590.681673 + Penalty 3528.661770 = -4693062.019904
  nChanged 160
		SP:Iteration 41Q (4849.270000 sec): 3 clusters
  Score: Raw -4696626.552053 + Penalty 3528.661770 = -4693097.890283
  nChanged 142
		SP:Iteration 42Q (4849.630000 sec): 3 clusters
  Score: Raw -4696656.196639 + Penalty 3528.661770 = -4693127.534870
  nChanged 125
		SP:Iteration 43Q (4850.030000 sec): 3 clusters
  Score: Raw -4696680.384150 + Penalty 3528.661770 = -4693151.722380
  nChanged 108
		SP:Iteration 44Q (4850.400000 sec): 3 clusters
  Score: Raw -4696701.982584 + Penalty 3528.661770 = -4693173.320814
  nChanged 99
		SP:Iteration 45Q (4850.800000 sec): 3 clusters
  Score: Raw -4696721.242751 + Penalty 3528.661770 = -4693192.580982
  nChanged 83
		SP:Iteration 46Q (4851.200000 sec): 3 clusters
  Score: Raw -4696740.253978 + Penalty 3528.661770 = -4693211.592208
  nChanged 102
		SP:Iteration 47Q (4851.600000 sec): 3 clusters
  Score: Raw -4696762.405619 + Penalty 3528.661770 = -4693233.743849
  nChanged 93
		SP:Iteration 48Q (4852.020000 sec): 3 clusters
  Score: Raw -4696780.247209 + Penalty 3528.661770 = -4693251.585439
  nChanged 66
		SP:Iteration 49Q (4852.460000 sec): 3 clusters
  Score: Raw -4696792.222710 + Penalty 3528.661770 = -4693263.560940
  nChanged 54
		SP:Iteration 50Q (4852.830000 sec): 3 clusters
  Score: Raw -4696800.679036 + Penalty 3528.661770 = -4693272.017266
  nChanged 45
		SP:Iteration 51Q (4853.220000 sec): 3 clusters
  Score: Raw -4696809.009735 + Penalty 3528.661770 = -4693280.347966
  nChanged 39
		SP:Iteration 52Q (4853.610000 sec): 3 clusters
  Score: Raw -4696816.251003 + Penalty 3528.661770 = -4693287.589233
  nChanged 34
		SP:Iteration 53Q (4854.010000 sec): 3 clusters
  Score: Raw -4696821.973812 + Penalty 3528.661770 = -4693293.312042
  nChanged 33
		SP:Iteration 54Q (4854.430000 sec): 3 clusters
  Score: Raw -4696827.649156 + Penalty 3528.661770 = -4693298.987386
  nChanged 32
		SP:Iteration 55Q (4854.860000 sec): 3 clusters
  Score: Raw -4696832.600965 + Penalty 3528.661770 = -4693303.939195
  nChanged 22
		SP:Iteration 56Q (4855.230000 sec): 3 clusters
  Score: Raw -4696836.258992 + Penalty 3528.661770 = -4693307.597222
  nChanged 22
		SP:Iteration 57Q (4855.580000 sec): 3 clusters
  Score: Raw -4696840.254545 + Penalty 3528.661770 = -4693311.592775
  nChanged 23
		SP:Iteration 58Q (4855.970000 sec): 3 clusters
  Score: Raw -4696843.829235 + Penalty 3528.661770 = -4693315.167465
  nChanged 20
		SP:Iteration 59Q (4856.360000 sec): 3 clusters
  Score: Raw -4696847.346109 + Penalty 3528.661770 = -4693318.684339
  nChanged 18
		SP:Iteration 60F (4856.710000 sec): 3 clusters
  Score: Raw -4696850.368289 + Penalty 3528.661770 = -4693321.706520
  nChanged 23
		SP:Iteration 61Q (4857.090000 sec): 3 clusters
  Score: Raw -4696854.239068 + Penalty 3528.661770 = -4693325.577299
  nChanged 24
		SP:Iteration 62Q (4857.550000 sec): 3 clusters
  Score: Raw -4696857.934875 + Penalty 3528.661770 = -4693329.273106
  nChanged 19
		SP:Iteration 63Q (4857.960000 sec): 3 clusters
  Score: Raw -4696861.172566 + Penalty 3528.661770 = -4693332.510796
  nChanged 25
		SP:Iteration 64Q (4858.380000 sec): 3 clusters
  Score: Raw -4696865.776116 + Penalty 3528.661770 = -4693337.114347
  nChanged 28
		SP:Iteration 65Q (4858.790000 sec): 3 clusters
  Score: Raw -4696870.321199 + Penalty 3528.661770 = -4693341.659430
  nChanged 24
		SP:Iteration 66Q (4859.210000 sec): 3 clusters
  Score: Raw -4696875.107923 + Penalty 3528.661770 = -4693346.446153
  nChanged 20
		SP:Iteration 67Q (4859.600000 sec): 3 clusters
  Score: Raw -4696878.692097 + Penalty 3528.661770 = -4693350.030328
  nChanged 19
		SP:Iteration 68Q (4859.990000 sec): 3 clusters
  Score: Raw -4696882.255449 + Penalty 3528.661770 = -4693353.593679
  nChanged 24
		SP:Iteration 69Q (4860.380000 sec): 3 clusters
  Score: Raw -4696886.190469 + Penalty 3528.661770 = -4693357.528699
  nChanged 11
		SP:Iteration 70Q (4860.840000 sec): 3 clusters
  Score: Raw -4696887.889057 + Penalty 3528.661770 = -4693359.227288
  nChanged 14
		SP:Iteration 71Q (4861.260000 sec): 3 clusters
  Score: Raw -4696890.533784 + Penalty 3528.661770 = -4693361.872014
  nChanged 14
		SP:Iteration 72Q (4861.650000 sec): 3 clusters
  Score: Raw -4696892.264357 + Penalty 3528.661770 = -4693363.602588
  nChanged 10
		SP:Iteration 73Q (4861.990000 sec): 3 clusters
  Score: Raw -4696893.762761 + Penalty 3528.661770 = -4693365.100991
  nChanged 15
		SP:Iteration 74Q (4862.450000 sec): 3 clusters
  Score: Raw -4696896.010588 + Penalty 3528.661770 = -4693367.348818
  nChanged 13
		SP:Iteration 75Q (4862.810000 sec): 3 clusters
  Score: Raw -4696897.444444 + Penalty 3528.661770 = -4693368.782675
  nChanged 10
		SP:Iteration 76Q (4863.220000 sec): 3 clusters
  Score: Raw -4696898.792356 + Penalty 3528.661770 = -4693370.130586
  nChanged 6
		SP:Iteration 77Q (4863.640000 sec): 3 clusters
  Score: Raw -4696899.569817 + Penalty 3528.661770 = -4693370.908047
  nChanged 4
		SP:Iteration 78Q (4864.080000 sec): 3 clusters
  Score: Raw -4696900.169761 + Penalty 3528.661770 = -4693371.507991
  nChanged 4
		SP:Iteration 79Q (4864.530000 sec): 3 clusters
  Score: Raw -4696900.620359 + Penalty 3528.661770 = -4693371.958589
  nChanged 3
		SP:Iteration 80F (4865.000000 sec): 3 clusters
  Score: Raw -4696900.951500 + Penalty 3528.661770 = -4693372.289731
  nChanged 1
		SP:Iteration 81Q (4865.400000 sec): 3 clusters
  Score: Raw -4696901.044061 + Penalty 3528.661770 = -4693372.382292
  nChanged 1
		SP:Iteration 82Q (4865.820000 sec): 3 clusters
  Score: Raw -4696901.130288 + Penalty 3528.661770 = -4693372.468519
  nChanged 1
		SP:Iteration 83Q (4866.210000 sec): 3 clusters
  Score: Raw -4696901.220508 + Penalty 3528.661770 = -4693372.558738
  nChanged 2
		SP:Iteration 84Q (4866.630000 sec): 3 clusters
  Score: Raw -4696901.416762 + Penalty 3528.661770 = -4693372.754993
  nChanged 0
		SP:Iteration 85F (4867.040000 sec): 3 clusters
  Score: Raw -4696901.416762 + Penalty 3528.661770 = -4693372.754993
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 22 (5177 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4867.150000 sec): 2 clusters
  Score: Raw -402149.704395 + Penalty 1389.696915 = -400760.007480
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4867.400000 sec): 3 clusters
  Score: Raw -399479.650560 + Penalty 2779.393830 = -396700.256729
  nChanged 2167
		SP:Iteration 1F (4867.590000 sec): 3 clusters
  Score: Raw -401126.394244 + Penalty 2779.393830 = -398347.000414
  nChanged 537
		SP:Iteration 2F (4867.790000 sec): 3 clusters
  Score: Raw -401701.331427 + Penalty 2779.393830 = -398921.937597
  nChanged 427
		SP:Iteration 3F (4867.950000 sec): 3 clusters
  Score: Raw -402119.735037 + Penalty 2779.393830 = -399340.341207
  nChanged 327
		SP:Iteration 4F (4868.180000 sec): 3 clusters
  Score: Raw -402429.333510 + Penalty 2779.393830 = -399649.939680
  nChanged 250
		SP:Iteration 5Q (4868.370000 sec): 3 clusters
  Score: Raw -402618.085112 + Penalty 2779.393830 = -399838.691281
  nChanged 193
		SP:Iteration 6Q (4868.520000 sec): 3 clusters
  Score: Raw -402760.891938 + Penalty 2779.393830 = -399981.498107
  nChanged 149
		SP:Iteration 7Q (4868.720000 sec): 3 clusters
  Score: Raw -402855.795203 + Penalty 2779.393830 = -400076.401373
  nChanged 122
		SP:Iteration 8Q (4868.890000 sec): 3 clusters
  Score: Raw -402926.104103 + Penalty 2779.393830 = -400146.710273
  nChanged 112
		SP:Iteration 9Q (4869.080000 sec): 3 clusters
  Score: Raw -402989.036598 + Penalty 2779.393830 = -400209.642767
  nChanged 92
		SP:Iteration 10Q (4869.270000 sec): 3 clusters
  Score: Raw -403030.805617 + Penalty 2779.393830 = -400251.411787
  nChanged 76
		SP:Iteration 11Q (4869.500000 sec): 3 clusters
  Score: Raw -403062.486981 + Penalty 2779.393830 = -400283.093150
  nChanged 71
		SP:Iteration 12Q (4869.680000 sec): 3 clusters
  Score: Raw -403092.555017 + Penalty 2779.393830 = -400313.161186
  nChanged 57
		SP:Iteration 13Q (4869.900000 sec): 3 clusters
  Score: Raw -403112.218472 + Penalty 2779.393830 = -400332.824642
  nChanged 54
		SP:Iteration 14Q (4870.090000 sec): 3 clusters
  Score: Raw -403133.392891 + Penalty 2779.393830 = -400353.999061
  nChanged 51
		SP:Iteration 15Q (4870.280000 sec): 3 clusters
  Score: Raw -403150.137280 + Penalty 2779.393830 = -400370.743449
  nChanged 43
		SP:Iteration 16Q (4870.470000 sec): 3 clusters
  Score: Raw -403163.038283 + Penalty 2779.393830 = -400383.644453
  nChanged 28
		SP:Iteration 17Q (4870.650000 sec): 3 clusters
  Score: Raw -403170.036842 + Penalty 2779.393830 = -400390.643011
  nChanged 17
		SP:Iteration 18Q (4870.830000 sec): 3 clusters
  Score: Raw -403173.662706 + Penalty 2779.393830 = -400394.268876
  nChanged 9
		SP:Iteration 19Q (4871.010000 sec): 3 clusters
  Score: Raw -403175.913670 + Penalty 2779.393830 = -400396.519840
  nChanged 12
		SP:Iteration 20F (4871.210000 sec): 3 clusters
  Score: Raw -403178.341351 + Penalty 2779.393830 = -400398.947520
  nChanged 5
		SP:Iteration 21Q (4871.390000 sec): 3 clusters
  Score: Raw -403179.086944 + Penalty 2779.393830 = -400399.693114
  nChanged 2
		SP:Iteration 22Q (4871.600000 sec): 3 clusters
  Score: Raw -403179.559518 + Penalty 2779.393830 = -400400.165687
  nChanged 2
		SP:Iteration 23Q (4871.780000 sec): 3 clusters
  Score: Raw -403179.814597 + Penalty 2779.393830 = -400400.420766
  nChanged 1
		SP:Iteration 24Q (4871.940000 sec): 3 clusters
  Score: Raw -403179.991872 + Penalty 2779.393830 = -400400.598042
  nChanged 2
		SP:Iteration 25Q (4872.140000 sec): 3 clusters
  Score: Raw -403180.338510 + Penalty 2779.393830 = -400400.944679
  nChanged 3
		SP:Iteration 26Q (4872.310000 sec): 3 clusters
  Score: Raw -403181.109029 + Penalty 2779.393830 = -400401.715199
  nChanged 4
		SP:Iteration 27Q (4872.530000 sec): 3 clusters
  Score: Raw -403182.082364 + Penalty 2779.393830 = -400402.688533
  nChanged 3
		SP:Iteration 28Q (4872.730000 sec): 3 clusters
  Score: Raw -403182.554610 + Penalty 2779.393830 = -400403.160780
  nChanged 4
		SP:Iteration 29Q (4872.910000 sec): 3 clusters
  Score: Raw -403183.010850 + Penalty 2779.393830 = -400403.617020
  nChanged 4
		SP:Iteration 30Q (4873.110000 sec): 3 clusters
  Score: Raw -403183.368211 + Penalty 2779.393830 = -400403.974380
  nChanged 0
		SP:Iteration 31F (4873.290000 sec): 3 clusters
  Score: Raw -403183.368211 + Penalty 2779.393830 = -400403.974380
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 23 (18280 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4873.460000 sec): 2 clusters
  Score: Raw -1524952.093869 + Penalty 1594.703962 = -1523357.389907
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4873.760000 sec): 3 clusters
  Score: Raw -1514045.029141 + Penalty 3189.407925 = -1510855.621216
  nChanged 8286
		SP:Iteration 1F (4873.990000 sec): 3 clusters
  Score: Raw -1518968.889746 + Penalty 3189.407925 = -1515779.481821
  nChanged 1292
		SP:Iteration 2F (4874.250000 sec): 3 clusters
  Score: Raw -1519908.226774 + Penalty 3189.407925 = -1516718.818850
  nChanged 1261
		SP:Iteration 3F (4874.560000 sec): 3 clusters
  Score: Raw -1520857.319367 + Penalty 3189.407925 = -1517667.911442
  nChanged 1273
		SP:Iteration 4F (4874.780000 sec): 3 clusters
  Score: Raw -1521772.988074 + Penalty 3189.407925 = -1518583.580150
  nChanged 1182
		SP:Iteration 5F (4875.060000 sec): 3 clusters
  Score: Raw -1522569.738842 + Penalty 3189.407925 = -1519380.330917
  nChanged 1076
		SP:Iteration 6F (4875.310000 sec): 3 clusters
  Score: Raw -1523284.010576 + Penalty 3189.407925 = -1520094.602651
  nChanged 963
		SP:Iteration 7F (4875.610000 sec): 3 clusters
  Score: Raw -1523910.538908 + Penalty 3189.407925 = -1520721.130984
  nChanged 875
		SP:Iteration 8Q (4875.880000 sec): 3 clusters
  Score: Raw -1524471.876408 + Penalty 3189.407925 = -1521282.468483
  nChanged 698
		SP:Iteration 9Q (4876.160000 sec): 3 clusters
  Score: Raw -1524848.188939 + Penalty 3189.407925 = -1521658.781014
  nChanged 559
		SP:Iteration 10Q (4876.410000 sec): 3 clusters
  Score: Raw -1525116.513891 + Penalty 3189.407925 = -1521927.105967
  nChanged 432
		SP:Iteration 11Q (4876.670000 sec): 3 clusters
  Score: Raw -1525307.889785 + Penalty 3189.407925 = -1522118.481860
  nChanged 351
		SP:Iteration 12Q (4876.930000 sec): 3 clusters
  Score: Raw -1525466.121858 + Penalty 3189.407925 = -1522276.713933
  nChanged 330
		SP:Iteration 13Q (4877.210000 sec): 3 clusters
  Score: Raw -1525618.743366 + Penalty 3189.407925 = -1522429.335442
  nChanged 329
		SP:Iteration 14Q (4877.430000 sec): 3 clusters
  Score: Raw -1525769.272890 + Penalty 3189.407925 = -1522579.864965
  nChanged 279
		SP:Iteration 15Q (4877.700000 sec): 3 clusters
  Score: Raw -1525890.659849 + Penalty 3189.407925 = -1522701.251924
  nChanged 260
		SP:Iteration 16Q (4877.970000 sec): 3 clusters
  Score: Raw -1525992.930214 + Penalty 3189.407925 = -1522803.522289
  nChanged 266
		SP:Iteration 17Q (4878.290000 sec): 3 clusters
  Score: Raw -1526101.746230 + Penalty 3189.407925 = -1522912.338306
  nChanged 259
		SP:Iteration 18Q (4878.540000 sec): 3 clusters
  Score: Raw -1526196.804314 + Penalty 3189.407925 = -1523007.396389
  nChanged 247
		SP:Iteration 19Q (4878.850000 sec): 3 clusters
  Score: Raw -1526280.228486 + Penalty 3189.407925 = -1523090.820561
  nChanged 214
		SP:Iteration 20F (4879.090000 sec): 3 clusters
  Score: Raw -1526346.744749 + Penalty 3189.407925 = -1523157.336824
  nChanged 185
		SP:Iteration 21Q (4879.360000 sec): 3 clusters
  Score: Raw -1526422.579814 + Penalty 3189.407925 = -1523233.171889
  nChanged 195
		SP:Iteration 22Q (4879.670000 sec): 3 clusters
  Score: Raw -1526507.594594 + Penalty 3189.407925 = -1523318.186669
  nChanged 211
		SP:Iteration 23Q (4879.830000 sec): 3 clusters
  Score: Raw -1526597.030581 + Penalty 3189.407925 = -1523407.622657
  nChanged 195
		SP:Iteration 24Q (4880.080000 sec): 3 clusters
  Score: Raw -1526705.508373 + Penalty 3189.407925 = -1523516.100449
  nChanged 215
		SP:Iteration 25Q (4880.370000 sec): 3 clusters
  Score: Raw -1526851.040804 + Penalty 3189.407925 = -1523661.632879
  nChanged 212
		SP:Iteration 26Q (4880.670000 sec): 3 clusters
  Score: Raw -1527038.757114 + Penalty 3189.407925 = -1523849.349189
  nChanged 234
		SP:Iteration 27Q (4880.890000 sec): 3 clusters
  Score: Raw -1527247.698107 + Penalty 3189.407925 = -1524058.290182
  nChanged 211
		SP:Iteration 28Q (4881.130000 sec): 3 clusters
  Score: Raw -1527388.849259 + Penalty 3189.407925 = -1524199.441334
  nChanged 169
		SP:Iteration 29Q (4881.390000 sec): 3 clusters
  Score: Raw -1527453.126290 + Penalty 3189.407925 = -1524263.718365
  nChanged 125
		SP:Iteration 30Q (4881.630000 sec): 3 clusters
  Score: Raw -1527491.264683 + Penalty 3189.407925 = -1524301.856758
  nChanged 105
		SP:Iteration 31Q (4881.900000 sec): 3 clusters
  Score: Raw -1527517.282879 + Penalty 3189.407925 = -1524327.874955
  nChanged 72
		SP:Iteration 32Q (4882.170000 sec): 3 clusters
  Score: Raw -1527529.007689 + Penalty 3189.407925 = -1524339.599764
  nChanged 58
		SP:Iteration 33Q (4882.410000 sec): 3 clusters
  Score: Raw -1527536.404149 + Penalty 3189.407925 = -1524346.996225
  nChanged 41
		SP:Iteration 34Q (4882.690000 sec): 3 clusters
  Score: Raw -1527541.999305 + Penalty 3189.407925 = -1524352.591380
  nChanged 22
		SP:Iteration 35Q (4882.890000 sec): 3 clusters
  Score: Raw -1527544.086394 + Penalty 3189.407925 = -1524354.678470
  nChanged 20
		SP:Iteration 36Q (4883.140000 sec): 3 clusters
  Score: Raw -1527545.858434 + Penalty 3189.407925 = -1524356.450510
  nChanged 15
		SP:Iteration 37Q (4883.390000 sec): 3 clusters
  Score: Raw -1527547.451532 + Penalty 3189.407925 = -1524358.043607
  nChanged 19
		SP:Iteration 38Q (4883.650000 sec): 3 clusters
  Score: Raw -1527549.353023 + Penalty 3189.407925 = -1524359.945098
  nChanged 19
		SP:Iteration 39Q (4883.990000 sec): 3 clusters
  Score: Raw -1527551.625585 + Penalty 3189.407925 = -1524362.217661
  nChanged 28
		SP:Iteration 40F (4884.270000 sec): 3 clusters
  Score: Raw -1527557.483191 + Penalty 3189.407925 = -1524368.075266
  nChanged 26
		SP:Iteration 41Q (4884.540000 sec): 3 clusters
  Score: Raw -1527560.392562 + Penalty 3189.407925 = -1524370.984637
  nChanged 20
		SP:Iteration 42Q (4884.850000 sec): 3 clusters
  Score: Raw -1527562.051179 + Penalty 3189.407925 = -1524372.643255
  nChanged 11
		SP:Iteration 43Q (4885.080000 sec): 3 clusters
  Score: Raw -1527562.980483 + Penalty 3189.407925 = -1524373.572558
  nChanged 11
		SP:Iteration 44Q (4885.310000 sec): 3 clusters
  Score: Raw -1527563.845507 + Penalty 3189.407925 = -1524374.437582
  nChanged 11
		SP:Iteration 45Q (4885.580000 sec): 3 clusters
  Score: Raw -1527564.671195 + Penalty 3189.407925 = -1524375.263270
  nChanged 9
		SP:Iteration 46Q (4885.860000 sec): 3 clusters
  Score: Raw -1527565.364739 + Penalty 3189.407925 = -1524375.956814
  nChanged 9
		SP:Iteration 47Q (4886.160000 sec): 3 clusters
  Score: Raw -1527565.999218 + Penalty 3189.407925 = -1524376.591294
  nChanged 11
		SP:Iteration 48Q (4886.440000 sec): 3 clusters
  Score: Raw -1527566.985773 + Penalty 3189.407925 = -1524377.577848
  nChanged 10
		SP:Iteration 49Q (4886.700000 sec): 3 clusters
  Score: Raw -1527567.680214 + Penalty 3189.407925 = -1524378.272290
  nChanged 7
		SP:Iteration 50Q (4886.930000 sec): 3 clusters
  Score: Raw -1527568.187105 + Penalty 3189.407925 = -1524378.779180
  nChanged 4
		SP:Iteration 51Q (4887.230000 sec): 3 clusters
  Score: Raw -1527568.440705 + Penalty 3189.407925 = -1524379.032780
  nChanged 6
		SP:Iteration 52Q (4887.490000 sec): 3 clusters
  Score: Raw -1527568.838044 + Penalty 3189.407925 = -1524379.430119
  nChanged 3
		SP:Iteration 53Q (4887.790000 sec): 3 clusters
  Score: Raw -1527569.211596 + Penalty 3189.407925 = -1524379.803671
  nChanged 2
		SP:Iteration 54Q (4888.050000 sec): 3 clusters
  Score: Raw -1527569.329993 + Penalty 3189.407925 = -1524379.922068
  nChanged 4
		SP:Iteration 55Q (4888.350000 sec): 3 clusters
  Score: Raw -1527569.544702 + Penalty 3189.407925 = -1524380.136778
  nChanged 3
		SP:Iteration 56Q (4888.560000 sec): 3 clusters
  Score: Raw -1527569.674706 + Penalty 3189.407925 = -1524380.266781
  nChanged 3
		SP:Iteration 57Q (4888.850000 sec): 3 clusters
  Score: Raw -1527569.837184 + Penalty 3189.407925 = -1524380.429259
  nChanged 4
		SP:Iteration 58Q (4889.130000 sec): 3 clusters
  Score: Raw -1527570.054840 + Penalty 3189.407925 = -1524380.646916
  nChanged 2
		SP:Iteration 59Q (4889.410000 sec): 3 clusters
  Score: Raw -1527570.192233 + Penalty 3189.407925 = -1524380.784309
  nChanged 2
		SP:Iteration 60F (4889.670000 sec): 3 clusters
  Score: Raw -1527570.309117 + Penalty 3189.407925 = -1524380.901192
  nChanged 3
		SP:Iteration 61Q (4889.970000 sec): 3 clusters
  Score: Raw -1527570.390361 + Penalty 3189.407925 = -1524380.982436
  nChanged 2
		SP:Iteration 62Q (4890.250000 sec): 3 clusters
  Score: Raw -1527570.439430 + Penalty 3189.407925 = -1524381.031505
  nChanged 0
		SP:Iteration 63F (4890.520000 sec): 3 clusters
  Score: Raw -1527570.439430 + Penalty 3189.407925 = -1524381.031505
  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 5.74 GB.

 Trying to split cluster 24 (33063 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4890.750000 sec): 2 clusters
  Score: Raw -3023036.845744 + Penalty 1691.002643 = -3021345.843101
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4891.130000 sec): 3 clusters
  Score: Raw -3002529.407382 + Penalty 3382.005286 = -2999147.402096
  nChanged 15266
		SP:Iteration 1F (4891.520000 sec): 3 clusters
  Score: Raw -3011039.812160 + Penalty 3382.005286 = -3007657.806874
  nChanged 1408
		SP:Iteration 2Q (4891.870000 sec): 3 clusters
  Score: Raw -3011498.056990 + Penalty 3382.005286 = -3008116.051704
  nChanged 1359
		SP:Iteration 3Q (4892.230000 sec): 3 clusters
  Score: Raw -3011972.309467 + Penalty 3382.005286 = -3008590.304181
  nChanged 1398
		SP:Iteration 4Q (4892.620000 sec): 3 clusters
  Score: Raw -3012489.520089 + Penalty 3382.005286 = -3009107.514803
  nChanged 1359
		SP:Iteration 5Q (4892.970000 sec): 3 clusters
  Score: Raw -3013068.051500 + Penalty 3382.005286 = -3009686.046214
  nChanged 1502
		SP:Iteration 6Q (4893.340000 sec): 3 clusters
  Score: Raw -3013932.973338 + Penalty 3382.005286 = -3010550.968052
  nChanged 1747
		SP:Iteration 7F (4893.730000 sec): 3 clusters
  Score: Raw -3015123.024706 + Penalty 3382.005286 = -3011741.019420
  nChanged 1797
		SP:Iteration 8F (4894.070000 sec): 3 clusters
  Score: Raw -3016612.477690 + Penalty 3382.005286 = -3013230.472403
  nChanged 1833
		SP:Iteration 9F (4894.430000 sec): 3 clusters
  Score: Raw -3018198.960307 + Penalty 3382.005286 = -3014816.955021
  nChanged 1601
		SP:Iteration 10Q (4894.790000 sec): 3 clusters
  Score: Raw -3019497.229186 + Penalty 3382.005286 = -3016115.223900
  nChanged 1248
		SP:Iteration 11Q (4895.130000 sec): 3 clusters
  Score: Raw -3020351.298652 + Penalty 3382.005286 = -3016969.293366
  nChanged 941
		SP:Iteration 12Q (4895.520000 sec): 3 clusters
  Score: Raw -3020954.716966 + Penalty 3382.005286 = -3017572.711680
  nChanged 719
		SP:Iteration 13Q (4895.910000 sec): 3 clusters
  Score: Raw -3021382.103173 + Penalty 3382.005286 = -3018000.097886
  nChanged 581
		SP:Iteration 14Q (4896.270000 sec): 3 clusters
  Score: Raw -3021713.437831 + Penalty 3382.005286 = -3018331.432545
  nChanged 478
		SP:Iteration 15Q (4896.580000 sec): 3 clusters
  Score: Raw -3021965.969585 + Penalty 3382.005286 = -3018583.964299
  nChanged 402
		SP:Iteration 16Q (4896.960000 sec): 3 clusters
  Score: Raw -3022179.639681 + Penalty 3382.005286 = -3018797.634394
  nChanged 342
		SP:Iteration 17Q (4897.270000 sec): 3 clusters
  Score: Raw -3022361.576035 + Penalty 3382.005286 = -3018979.570749
  nChanged 308
		SP:Iteration 18Q (4897.610000 sec): 3 clusters
  Score: Raw -3022510.224188 + Penalty 3382.005286 = -3019128.218901
  nChanged 269
		SP:Iteration 19Q (4897.980000 sec): 3 clusters
  Score: Raw -3022637.268968 + Penalty 3382.005286 = -3019255.263682
  nChanged 225
		SP:Iteration 20F (4898.290000 sec): 3 clusters
  Score: Raw -3022743.380834 + Penalty 3382.005286 = -3019361.375548
  nChanged 184
		SP:Iteration 21Q (4898.620000 sec): 3 clusters
  Score: Raw -3022838.794238 + Penalty 3382.005286 = -3019456.788952
  nChanged 161
		SP:Iteration 22Q (4898.940000 sec): 3 clusters
  Score: Raw -3022917.184761 + Penalty 3382.005286 = -3019535.179475
  nChanged 139
		SP:Iteration 23Q (4899.300000 sec): 3 clusters
  Score: Raw -3022986.708890 + Penalty 3382.005286 = -3019604.703604
  nChanged 125
		SP:Iteration 24Q (4899.610000 sec): 3 clusters
  Score: Raw -3023047.514585 + Penalty 3382.005286 = -3019665.509298
  nChanged 100
		SP:Iteration 25Q (4899.970000 sec): 3 clusters
  Score: Raw -3023094.452850 + Penalty 3382.005286 = -3019712.447564
  nChanged 84
		SP:Iteration 26Q (4900.270000 sec): 3 clusters
  Score: Raw -3023136.364738 + Penalty 3382.005286 = -3019754.359452
  nChanged 72
		SP:Iteration 27Q (4900.620000 sec): 3 clusters
  Score: Raw -3023171.974478 + Penalty 3382.005286 = -3019789.969192
  nChanged 56
		SP:Iteration 28Q (4900.950000 sec): 3 clusters
  Score: Raw -3023194.640476 + Penalty 3382.005286 = -3019812.635189
  nChanged 35
		SP:Iteration 29Q (4901.240000 sec): 3 clusters
  Score: Raw -3023208.630175 + Penalty 3382.005286 = -3019826.624889
  nChanged 30
		SP:Iteration 30Q (4901.550000 sec): 3 clusters
  Score: Raw -3023221.058917 + Penalty 3382.005286 = -3019839.053631
  nChanged 31
		SP:Iteration 31Q (4901.840000 sec): 3 clusters
  Score: Raw -3023231.312842 + Penalty 3382.005286 = -3019849.307556
  nChanged 19
		SP:Iteration 32Q (4902.120000 sec): 3 clusters
  Score: Raw -3023239.225000 + Penalty 3382.005286 = -3019857.219714
  nChanged 18
		SP:Iteration 33Q (4902.410000 sec): 3 clusters
  Score: Raw -3023245.251385 + Penalty 3382.005286 = -3019863.246099
  nChanged 15
		SP:Iteration 34Q (4902.700000 sec): 3 clusters
  Score: Raw -3023250.124932 + Penalty 3382.005286 = -3019868.119645
  nChanged 12
		SP:Iteration 35Q (4903.010000 sec): 3 clusters
  Score: Raw -3023253.093471 + Penalty 3382.005286 = -3019871.088185
  nChanged 6
		SP:Iteration 36Q (4903.320000 sec): 3 clusters
  Score: Raw -3023254.550691 + Penalty 3382.005286 = -3019872.545404
  nChanged 7
		SP:Iteration 37Q (4903.600000 sec): 3 clusters
  Score: Raw -3023256.488853 + Penalty 3382.005286 = -3019874.483567
  nChanged 4
		SP:Iteration 38Q (4903.920000 sec): 3 clusters
  Score: Raw -3023257.389026 + Penalty 3382.005286 = -3019875.383740
  nChanged 2
		SP:Iteration 39Q (4904.160000 sec): 3 clusters
  Score: Raw -3023258.067150 + Penalty 3382.005286 = -3019876.061864
  nChanged 4
		SP:Iteration 40F (4904.500000 sec): 3 clusters
  Score: Raw -3023259.199646 + Penalty 3382.005286 = -3019877.194360
  nChanged 5
		SP:Iteration 41Q (4904.760000 sec): 3 clusters
  Score: Raw -3023260.834027 + Penalty 3382.005286 = -3019878.828740
  nChanged 5
		SP:Iteration 42Q (4905.020000 sec): 3 clusters
  Score: Raw -3023262.099005 + Penalty 3382.005286 = -3019880.093719
  nChanged 3
		SP:Iteration 43Q (4905.320000 sec): 3 clusters
  Score: Raw -3023263.075904 + Penalty 3382.005286 = -3019881.070618
  nChanged 5
		SP:Iteration 44Q (4905.640000 sec): 3 clusters
  Score: Raw -3023264.668930 + Penalty 3382.005286 = -3019882.663644
  nChanged 0
		SP:Iteration 45F (4905.920000 sec): 3 clusters
  Score: Raw -3023264.668930 + Penalty 3382.005286 = -3019882.663644
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 25 (3130 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4906.050000 sec): 2 clusters
  Score: Raw -248742.125286 + Penalty 1307.928096 = -247434.197190
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4906.250000 sec): 3 clusters
  Score: Raw -247318.087659 + Penalty 2615.856192 = -244702.231467
  nChanged 1206
		SP:Iteration 1F (4906.430000 sec): 3 clusters
  Score: Raw -248733.482488 + Penalty 2615.856192 = -246117.626296
  nChanged 441
		SP:Iteration 2F (4906.610000 sec): 3 clusters
  Score: Raw -249952.454576 + Penalty 2615.856192 = -247336.598384
  nChanged 363
		SP:Iteration 3F (4906.800000 sec): 3 clusters
  Score: Raw -250740.541153 + Penalty 2615.856192 = -248124.684961
  nChanged 202
		SP:Iteration 4F (4907.010000 sec): 3 clusters
  Score: Raw -251116.588537 + Penalty 2615.856192 = -248500.732345
  nChanged 139
		SP:Iteration 5Q (4907.170000 sec): 3 clusters
  Score: Raw -251252.724703 + Penalty 2615.856192 = -248636.868511
  nChanged 74
		SP:Iteration 6Q (4907.340000 sec): 3 clusters
  Score: Raw -251316.745979 + Penalty 2615.856192 = -248700.889787
  nChanged 49
		SP:Iteration 7Q (4907.490000 sec): 3 clusters
  Score: Raw -251360.243172 + Penalty 2615.856192 = -248744.386980
  nChanged 36
		SP:Iteration 8Q (4907.650000 sec): 3 clusters
  Score: Raw -251395.965641 + Penalty 2615.856192 = -248780.109448
  nChanged 34
		SP:Iteration 9Q (4907.840000 sec): 3 clusters
  Score: Raw -251432.618119 + Penalty 2615.856192 = -248816.761927
  nChanged 31
		SP:Iteration 10Q (4908.020000 sec): 3 clusters
  Score: Raw -251459.556376 + Penalty 2615.856192 = -248843.700183
  nChanged 30
		SP:Iteration 11Q (4908.180000 sec): 3 clusters
  Score: Raw -251482.681508 + Penalty 2615.856192 = -248866.825316
  nChanged 21
		SP:Iteration 12Q (4908.380000 sec): 3 clusters
  Score: Raw -251499.713094 + Penalty 2615.856192 = -248883.856902
  nChanged 15
		SP:Iteration 13Q (4908.580000 sec): 3 clusters
  Score: Raw -251505.836062 + Penalty 2615.856192 = -248889.979870
  nChanged 5
		SP:Iteration 14Q (4908.800000 sec): 3 clusters
  Score: Raw -251507.886737 + Penalty 2615.856192 = -248892.030545
  nChanged 2
		SP:Iteration 15Q (4908.940000 sec): 3 clusters
  Score: Raw -251508.437111 + Penalty 2615.856192 = -248892.580919
  nChanged 1
		SP:Iteration 16Q (4909.140000 sec): 3 clusters
  Score: Raw -251508.793433 + Penalty 2615.856192 = -248892.937240
  nChanged 1
		SP:Iteration 17Q (4909.300000 sec): 3 clusters
  Score: Raw -251508.933718 + Penalty 2615.856192 = -248893.077526
  nChanged 0
		SP:Iteration 18F (4909.460000 sec): 3 clusters
  Score: Raw -251508.933718 + Penalty 2615.856192 = -248893.077526
  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 5.74 GB.

 Trying to split cluster 26 (8802 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4909.600000 sec): 2 clusters
  Score: Raw -797124.399668 + Penalty 1475.944315 = -795648.455353
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4909.800000 sec): 3 clusters
  Score: Raw -792248.909125 + Penalty 2951.888630 = -789297.020495
  nChanged 3761
		SP:Iteration 1F (4910.040000 sec): 3 clusters
  Score: Raw -794403.273126 + Penalty 2951.888630 = -791451.384496
  nChanged 710
		SP:Iteration 2F (4910.210000 sec): 3 clusters
  Score: Raw -794894.214404 + Penalty 2951.888630 = -791942.325774
  nChanged 716
		SP:Iteration 3F (4910.400000 sec): 3 clusters
  Score: Raw -795465.687731 + Penalty 2951.888630 = -792513.799101
  nChanged 701
		SP:Iteration 4F (4910.570000 sec): 3 clusters
  Score: Raw -796082.921752 + Penalty 2951.888630 = -793131.033122
  nChanged 686
		SP:Iteration 5F (4910.800000 sec): 3 clusters
  Score: Raw -796729.136143 + Penalty 2951.888630 = -793777.247513
  nChanged 577
		SP:Iteration 6F (4910.970000 sec): 3 clusters
  Score: Raw -797224.835959 + Penalty 2951.888630 = -794272.947329
  nChanged 448
		SP:Iteration 7F (4911.160000 sec): 3 clusters
  Score: Raw -797516.842801 + Penalty 2951.888630 = -794564.954170
  nChanged 291
		SP:Iteration 8Q (4911.400000 sec): 3 clusters
  Score: Raw -797646.382092 + Penalty 2951.888630 = -794694.493462
  nChanged 174
		SP:Iteration 9Q (4911.600000 sec): 3 clusters
  Score: Raw -797702.105693 + Penalty 2951.888630 = -794750.217063
  nChanged 120
		SP:Iteration 10Q (4911.850000 sec): 3 clusters
  Score: Raw -797732.478427 + Penalty 2951.888630 = -794780.589797
  nChanged 73
		SP:Iteration 11Q (4912.040000 sec): 3 clusters
  Score: Raw -797749.729164 + Penalty 2951.888630 = -794797.840534
  nChanged 61
		SP:Iteration 12Q (4912.230000 sec): 3 clusters
  Score: Raw -797764.283492 + Penalty 2951.888630 = -794812.394861
  nChanged 68
		SP:Iteration 13Q (4912.470000 sec): 3 clusters
  Score: Raw -797778.980581 + Penalty 2951.888630 = -794827.091951
  nChanged 62
		SP:Iteration 14Q (4912.690000 sec): 3 clusters
  Score: Raw -797790.484385 + Penalty 2951.888630 = -794838.595755
  nChanged 49
		SP:Iteration 15Q (4912.880000 sec): 3 clusters
  Score: Raw -797798.656011 + Penalty 2951.888630 = -794846.767381
  nChanged 37
		SP:Iteration 16Q (4913.030000 sec): 3 clusters
  Score: Raw -797805.388125 + Penalty 2951.888630 = -794853.499495
  nChanged 41
		SP:Iteration 17Q (4913.230000 sec): 3 clusters
  Score: Raw -797812.938081 + Penalty 2951.888630 = -794861.049451
  nChanged 39
		SP:Iteration 18Q (4913.440000 sec): 3 clusters
  Score: Raw -797819.424244 + Penalty 2951.888630 = -794867.535614
  nChanged 28
		SP:Iteration 19Q (4913.630000 sec): 3 clusters
  Score: Raw -797823.524220 + Penalty 2951.888630 = -794871.635590
  nChanged 24
		SP:Iteration 20F (4913.850000 sec): 3 clusters
  Score: Raw -797826.997341 + Penalty 2951.888630 = -794875.108711
  nChanged 33
		SP:Iteration 21Q (4914.070000 sec): 3 clusters
  Score: Raw -797832.229177 + Penalty 2951.888630 = -794880.340547
  nChanged 26
		SP:Iteration 22Q (4914.260000 sec): 3 clusters
  Score: Raw -797836.307034 + Penalty 2951.888630 = -794884.418404
  nChanged 27
		SP:Iteration 23Q (4914.500000 sec): 3 clusters
  Score: Raw -797839.973947 + Penalty 2951.888630 = -794888.085317
  nChanged 23
		SP:Iteration 24Q (4914.670000 sec): 3 clusters
  Score: Raw -797843.107352 + Penalty 2951.888630 = -794891.218722
  nChanged 17
		SP:Iteration 25Q (4914.890000 sec): 3 clusters
  Score: Raw -797845.492733 + Penalty 2951.888630 = -794893.604103
  nChanged 15
		SP:Iteration 26Q (4915.070000 sec): 3 clusters
  Score: Raw -797847.434828 + Penalty 2951.888630 = -794895.546198
  nChanged 15
		SP:Iteration 27Q (4915.290000 sec): 3 clusters
  Score: Raw -797849.455669 + Penalty 2951.888630 = -794897.567039
  nChanged 16
		SP:Iteration 28Q (4915.520000 sec): 3 clusters
  Score: Raw -797851.471248 + Penalty 2951.888630 = -794899.582617
  nChanged 15
		SP:Iteration 29Q (4915.680000 sec): 3 clusters
  Score: Raw -797853.479073 + Penalty 2951.888630 = -794901.590442
  nChanged 11
		SP:Iteration 30Q (4915.890000 sec): 3 clusters
  Score: Raw -797854.976564 + Penalty 2951.888630 = -794903.087934
  nChanged 16
		SP:Iteration 31Q (4916.130000 sec): 3 clusters
  Score: Raw -797857.536700 + Penalty 2951.888630 = -794905.648070
  nChanged 17
		SP:Iteration 32Q (4916.350000 sec): 3 clusters
  Score: Raw -797860.001917 + Penalty 2951.888630 = -794908.113286
  nChanged 24
		SP:Iteration 33Q (4916.560000 sec): 3 clusters
  Score: Raw -797863.820086 + Penalty 2951.888630 = -794911.931455
  nChanged 21
		SP:Iteration 34Q (4916.740000 sec): 3 clusters
  Score: Raw -797867.202649 + Penalty 2951.888630 = -794915.314019
  nChanged 25
		SP:Iteration 35Q (4916.950000 sec): 3 clusters
  Score: Raw -797871.176307 + Penalty 2951.888630 = -794919.287677
  nChanged 24
		SP:Iteration 36Q (4917.190000 sec): 3 clusters
  Score: Raw -797874.044595 + Penalty 2951.888630 = -794922.155964
  nChanged 16
		SP:Iteration 37Q (4917.400000 sec): 3 clusters
  Score: Raw -797876.284114 + Penalty 2951.888630 = -794924.395484
  nChanged 15
		SP:Iteration 38Q (4917.620000 sec): 3 clusters
  Score: Raw -797877.902258 + Penalty 2951.888630 = -794926.013627
  nChanged 11
		SP:Iteration 39Q (4917.820000 sec): 3 clusters
  Score: Raw -797879.250219 + Penalty 2951.888630 = -794927.361589
  nChanged 12
		SP:Iteration 40F (4918.050000 sec): 3 clusters
  Score: Raw -797880.567317 + Penalty 2951.888630 = -794928.678687
  nChanged 7
		SP:Iteration 41Q (4918.290000 sec): 3 clusters
  Score: Raw -797881.510875 + Penalty 2951.888630 = -794929.622245
  nChanged 10
		SP:Iteration 42Q (4918.470000 sec): 3 clusters
  Score: Raw -797882.871827 + Penalty 2951.888630 = -794930.983197
  nChanged 14
		SP:Iteration 43Q (4918.730000 sec): 3 clusters
  Score: Raw -797884.763957 + Penalty 2951.888630 = -794932.875327
  nChanged 24
		SP:Iteration 44Q (4918.910000 sec): 3 clusters
  Score: Raw -797888.433835 + Penalty 2951.888630 = -794936.545205
  nChanged 23
		SP:Iteration 45Q (4919.160000 sec): 3 clusters
  Score: Raw -797892.085200 + Penalty 2951.888630 = -794940.196570
  nChanged 18
		SP:Iteration 46Q (4919.350000 sec): 3 clusters
  Score: Raw -797894.924346 + Penalty 2951.888630 = -794943.035716
  nChanged 20
		SP:Iteration 47Q (4919.530000 sec): 3 clusters
  Score: Raw -797897.683673 + Penalty 2951.888630 = -794945.795042
  nChanged 22
		SP:Iteration 48Q (4919.750000 sec): 3 clusters
  Score: Raw -797901.003355 + Penalty 2951.888630 = -794949.114724
  nChanged 18
		SP:Iteration 49Q (4919.950000 sec): 3 clusters
  Score: Raw -797903.522705 + Penalty 2951.888630 = -794951.634075
  nChanged 14
		SP:Iteration 50Q (4920.150000 sec): 3 clusters
  Score: Raw -797905.110213 + Penalty 2951.888630 = -794953.221583
  nChanged 12
		SP:Iteration 51Q (4920.360000 sec): 3 clusters
  Score: Raw -797906.545252 + Penalty 2951.888630 = -794954.656621
  nChanged 11
		SP:Iteration 52Q (4920.570000 sec): 3 clusters
  Score: Raw -797908.145832 + Penalty 2951.888630 = -794956.257202
  nChanged 8
		SP:Iteration 53Q (4920.770000 sec): 3 clusters
  Score: Raw -797909.365067 + Penalty 2951.888630 = -794957.476436
  nChanged 7
		SP:Iteration 54Q (4920.950000 sec): 3 clusters
  Score: Raw -797910.354585 + Penalty 2951.888630 = -794958.465954
  nChanged 12
		SP:Iteration 55Q (4921.180000 sec): 3 clusters
  Score: Raw -797911.930978 + Penalty 2951.888630 = -794960.042347
  nChanged 13
		SP:Iteration 56Q (4921.410000 sec): 3 clusters
  Score: Raw -797913.567447 + Penalty 2951.888630 = -794961.678816
  nChanged 11
		SP:Iteration 57Q (4921.610000 sec): 3 clusters
  Score: Raw -797915.060304 + Penalty 2951.888630 = -794963.171673
  nChanged 13
		SP:Iteration 58Q (4921.840000 sec): 3 clusters
  Score: Raw -797917.332255 + Penalty 2951.888630 = -794965.443624
  nChanged 14
		SP:Iteration 59Q (4922.070000 sec): 3 clusters
  Score: Raw -797919.134853 + Penalty 2951.888630 = -794967.246222
  nChanged 15
		SP:Iteration 60F (4922.240000 sec): 3 clusters
  Score: Raw -797921.187152 + Penalty 2951.888630 = -794969.298522
  nChanged 28
		SP:Iteration 61Q (4922.430000 sec): 3 clusters
  Score: Raw -797925.925734 + Penalty 2951.888630 = -794974.037104
  nChanged 29
		SP:Iteration 62Q (4922.610000 sec): 3 clusters
  Score: Raw -797930.778776 + Penalty 2951.888630 = -794978.890146
  nChanged 28
		SP:Iteration 63Q (4922.830000 sec): 3 clusters
  Score: Raw -797934.479902 + Penalty 2951.888630 = -794982.591272
  nChanged 26
		SP:Iteration 64Q (4923.040000 sec): 3 clusters
  Score: Raw -797938.335433 + Penalty 2951.888630 = -794986.446803
  nChanged 27
		SP:Iteration 65Q (4923.280000 sec): 3 clusters
  Score: Raw -797942.438558 + Penalty 2951.888630 = -794990.549927
  nChanged 25
		SP:Iteration 66Q (4923.470000 sec): 3 clusters
  Score: Raw -797946.317086 + Penalty 2951.888630 = -794994.428456
  nChanged 23
		SP:Iteration 67Q (4923.730000 sec): 3 clusters
  Score: Raw -797949.477916 + Penalty 2951.888630 = -794997.589285
  nChanged 24
		SP:Iteration 68Q (4923.980000 sec): 3 clusters
  Score: Raw -797953.917156 + Penalty 2951.888630 = -795002.028526
  nChanged 28
		SP:Iteration 69Q (4924.160000 sec): 3 clusters
  Score: Raw -797958.076830 + Penalty 2951.888630 = -795006.188199
  nChanged 20
		SP:Iteration 70Q (4924.370000 sec): 3 clusters
  Score: Raw -797961.432179 + Penalty 2951.888630 = -795009.543549
  nChanged 24
		SP:Iteration 71Q (4924.580000 sec): 3 clusters
  Score: Raw -797964.849258 + Penalty 2951.888630 = -795012.960627
  nChanged 20
		SP:Iteration 72Q (4924.840000 sec): 3 clusters
  Score: Raw -797967.828620 + Penalty 2951.888630 = -795015.939990
  nChanged 25
		SP:Iteration 73Q (4925.030000 sec): 3 clusters
  Score: Raw -797972.358169 + Penalty 2951.888630 = -795020.469538
  nChanged 28
		SP:Iteration 74Q (4925.230000 sec): 3 clusters
  Score: Raw -797977.315902 + Penalty 2951.888630 = -795025.427272
  nChanged 33
		SP:Iteration 75Q (4925.420000 sec): 3 clusters
  Score: Raw -797983.121238 + Penalty 2951.888630 = -795031.232607
  nChanged 35
		SP:Iteration 76Q (4925.610000 sec): 3 clusters
  Score: Raw -797988.707011 + Penalty 2951.888630 = -795036.818380
  nChanged 30
		SP:Iteration 77Q (4925.820000 sec): 3 clusters
  Score: Raw -797994.047418 + Penalty 2951.888630 = -795042.158787
  nChanged 27
		SP:Iteration 78Q (4926.030000 sec): 3 clusters
  Score: Raw -797997.515494 + Penalty 2951.888630 = -795045.626863
  nChanged 20
		SP:Iteration 79Q (4926.260000 sec): 3 clusters
  Score: Raw -798000.585939 + Penalty 2951.888630 = -795048.697309
  nChanged 24
		SP:Iteration 80F (4926.480000 sec): 3 clusters
  Score: Raw -798003.925623 + Penalty 2951.888630 = -795052.036993
  nChanged 16
		SP:Iteration 81Q (4926.660000 sec): 3 clusters
  Score: Raw -798005.807912 + Penalty 2951.888630 = -795053.919282
  nChanged 20
		SP:Iteration 82Q (4926.860000 sec): 3 clusters
  Score: Raw -798008.350749 + Penalty 2951.888630 = -795056.462118
  nChanged 15
		SP:Iteration 83Q (4927.080000 sec): 3 clusters
  Score: Raw -798010.045983 + Penalty 2951.888630 = -795058.157353
  nChanged 11
		SP:Iteration 84Q (4927.300000 sec): 3 clusters
  Score: Raw -798011.512349 + Penalty 2951.888630 = -795059.623719
  nChanged 12
		SP:Iteration 85Q (4927.510000 sec): 3 clusters
  Score: Raw -798012.839739 + Penalty 2951.888630 = -795060.951109
  nChanged 12
		SP:Iteration 86Q (4927.730000 sec): 3 clusters
  Score: Raw -798014.303901 + Penalty 2951.888630 = -795062.415270
  nChanged 14
		SP:Iteration 87Q (4927.950000 sec): 3 clusters
  Score: Raw -798016.035993 + Penalty 2951.888630 = -795064.147362
  nChanged 12
		SP:Iteration 88Q (4928.210000 sec): 3 clusters
  Score: Raw -798017.552413 + Penalty 2951.888630 = -795065.663782
  nChanged 10
		SP:Iteration 89Q (4928.400000 sec): 3 clusters
  Score: Raw -798019.047638 + Penalty 2951.888630 = -795067.159008
  nChanged 11
		SP:Iteration 90Q (4928.630000 sec): 3 clusters
  Score: Raw -798020.786384 + Penalty 2951.888630 = -795068.897754
  nChanged 12
		SP:Iteration 91Q (4928.860000 sec): 3 clusters
  Score: Raw -798022.433147 + Penalty 2951.888630 = -795070.544517
  nChanged 16
		SP:Iteration 92Q (4929.080000 sec): 3 clusters
  Score: Raw -798024.963354 + Penalty 2951.888630 = -795073.074724
  nChanged 12
		SP:Iteration 93Q (4929.290000 sec): 3 clusters
  Score: Raw -798026.798651 + Penalty 2951.888630 = -795074.910021
  nChanged 14
		SP:Iteration 94Q (4929.510000 sec): 3 clusters
  Score: Raw -798028.700757 + Penalty 2951.888630 = -795076.812127
  nChanged 14
		SP:Iteration 95Q (4929.700000 sec): 3 clusters
  Score: Raw -798030.377286 + Penalty 2951.888630 = -795078.488656
  nChanged 12
		SP:Iteration 96Q (4929.910000 sec): 3 clusters
  Score: Raw -798032.140733 + Penalty 2951.888630 = -795080.252103
  nChanged 13
		SP:Iteration 97Q (4930.130000 sec): 3 clusters
  Score: Raw -798033.790157 + Penalty 2951.888630 = -795081.901527
  nChanged 11
		SP:Iteration 98Q (4930.340000 sec): 3 clusters
  Score: Raw -798035.161231 + Penalty 2951.888630 = -795083.272601
  nChanged 8
		SP:Iteration 99Q (4930.560000 sec): 3 clusters
  Score: Raw -798035.964051 + Penalty 2951.888630 = -795084.075421
  nChanged 9
		SP:Iteration 100F (4930.760000 sec): 3 clusters
  Score: Raw -798037.013668 + Penalty 2951.888630 = -795085.125037
  nChanged 6
		SP:Iteration 101Q (4930.990000 sec): 3 clusters
  Score: Raw -798037.673928 + Penalty 2951.888630 = -795085.785298
  nChanged 5
		SP:Iteration 102Q (4931.180000 sec): 3 clusters
  Score: Raw -798038.693536 + Penalty 2951.888630 = -795086.804906
  nChanged 13
		SP:Iteration 103Q (4931.400000 sec): 3 clusters
  Score: Raw -798040.576753 + Penalty 2951.888630 = -795088.688122
  nChanged 14
		SP:Iteration 104Q (4931.600000 sec): 3 clusters
  Score: Raw -798042.517263 + Penalty 2951.888630 = -795090.628633
  nChanged 15
		SP:Iteration 105Q (4931.820000 sec): 3 clusters
  Score: Raw -798044.929173 + Penalty 2951.888630 = -795093.040543
  nChanged 18
		SP:Iteration 106Q (4931.980000 sec): 3 clusters
  Score: Raw -798047.324785 + Penalty 2951.888630 = -795095.436155
  nChanged 13
		SP:Iteration 107Q (4932.230000 sec): 3 clusters
  Score: Raw -798049.353381 + Penalty 2951.888630 = -795097.464750
  nChanged 12
		SP:Iteration 108Q (4932.420000 sec): 3 clusters
  Score: Raw -798051.115519 + Penalty 2951.888630 = -795099.226888
  nChanged 16
		SP:Iteration 109Q (4932.620000 sec): 3 clusters
  Score: Raw -798053.736742 + Penalty 2951.888630 = -795101.848111
  nChanged 16
		SP:Iteration 110Q (4932.850000 sec): 3 clusters
  Score: Raw -798055.999147 + Penalty 2951.888630 = -795104.110517
  nChanged 15
		SP:Iteration 111Q (4933.040000 sec): 3 clusters
  Score: Raw -798058.133185 + Penalty 2951.888630 = -795106.244554
  nChanged 7
		SP:Iteration 112Q (4933.260000 sec): 3 clusters
  Score: Raw -798059.138990 + Penalty 2951.888630 = -795107.250360
  nChanged 8
		SP:Iteration 113Q (4933.510000 sec): 3 clusters
  Score: Raw -798060.085339 + Penalty 2951.888630 = -795108.196708
  nChanged 5
		SP:Iteration 114Q (4933.790000 sec): 3 clusters
  Score: Raw -798060.624844 + Penalty 2951.888630 = -795108.736214
  nChanged 6
		SP:Iteration 115Q (4933.980000 sec): 3 clusters
  Score: Raw -798061.532202 + Penalty 2951.888630 = -795109.643572
  nChanged 9
		SP:Iteration 116Q (4934.240000 sec): 3 clusters
  Score: Raw -798062.899365 + Penalty 2951.888630 = -795111.010734
  nChanged 13
		SP:Iteration 117Q (4934.450000 sec): 3 clusters
  Score: Raw -798064.689078 + Penalty 2951.888630 = -795112.800447
  nChanged 9
		SP:Iteration 118Q (4934.640000 sec): 3 clusters
  Score: Raw -798065.796101 + Penalty 2951.888630 = -795113.907470
  nChanged 5
		SP:Iteration 119Q (4934.830000 sec): 3 clusters
  Score: Raw -798066.620413 + Penalty 2951.888630 = -795114.731782
  nChanged 8
		SP:Iteration 120F (4935.070000 sec): 3 clusters
  Score: Raw -798067.659078 + Penalty 2951.888630 = -795115.770447
  nChanged 8
		SP:Iteration 121Q (4935.300000 sec): 3 clusters
  Score: Raw -798068.777942 + Penalty 2951.888630 = -795116.889312
  nChanged 8
		SP:Iteration 122Q (4935.480000 sec): 3 clusters
  Score: Raw -798069.637480 + Penalty 2951.888630 = -795117.748849
  nChanged 5
		SP:Iteration 123Q (4935.650000 sec): 3 clusters
  Score: Raw -798070.259044 + Penalty 2951.888630 = -795118.370413
  nChanged 6
		SP:Iteration 124Q (4935.880000 sec): 3 clusters
  Score: Raw -798070.890087 + Penalty 2951.888630 = -795119.001457
  nChanged 5
		SP:Iteration 125Q (4936.130000 sec): 3 clusters
  Score: Raw -798071.314709 + Penalty 2951.888630 = -795119.426079
  nChanged 3
		SP:Iteration 126Q (4936.340000 sec): 3 clusters
  Score: Raw -798071.629037 + Penalty 2951.888630 = -795119.740406
  nChanged 3
		SP:Iteration 127Q (4936.500000 sec): 3 clusters
  Score: Raw -798071.978542 + Penalty 2951.888630 = -795120.089912
  nChanged 4
		SP:Iteration 128Q (4936.760000 sec): 3 clusters
  Score: Raw -798072.355754 + Penalty 2951.888630 = -795120.467123
  nChanged 4
		SP:Iteration 129Q (4936.920000 sec): 3 clusters
  Score: Raw -798072.868820 + Penalty 2951.888630 = -795120.980189
  nChanged 5
		SP:Iteration 130Q (4937.100000 sec): 3 clusters
  Score: Raw -798073.681875 + Penalty 2951.888630 = -795121.793244
  nChanged 6
		SP:Iteration 131Q (4937.340000 sec): 3 clusters
  Score: Raw -798074.518407 + Penalty 2951.888630 = -795122.629777
  nChanged 4
		SP:Iteration 132Q (4937.530000 sec): 3 clusters
  Score: Raw -798074.883731 + Penalty 2951.888630 = -795122.995100
  nChanged 5
		SP:Iteration 133Q (4937.760000 sec): 3 clusters
  Score: Raw -798075.388700 + Penalty 2951.888630 = -795123.500070
  nChanged 6
		SP:Iteration 134Q (4937.950000 sec): 3 clusters
  Score: Raw -798076.072548 + Penalty 2951.888630 = -795124.183918
  nChanged 4
		SP:Iteration 135Q (4938.210000 sec): 3 clusters
  Score: Raw -798076.422456 + Penalty 2951.888630 = -795124.533826
  nChanged 3
		SP:Iteration 136Q (4938.440000 sec): 3 clusters
  Score: Raw -798076.597808 + Penalty 2951.888630 = -795124.709177
  nChanged 1
		SP:Iteration 137Q (4938.670000 sec): 3 clusters
  Score: Raw -798076.745848 + Penalty 2951.888630 = -795124.857217
  nChanged 0
		SP:Iteration 138F (4938.880000 sec): 3 clusters
  Score: Raw -798076.745848 + Penalty 2951.888630 = -795124.857217
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 27 (3142 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4938.990000 sec): 2 clusters
  Score: Raw -292746.120572 + Penalty 1308.549908 = -291437.570664
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4939.130000 sec): 3 clusters
  Score: Raw -291225.164239 + Penalty 2617.099816 = -288608.064423
  nChanged 1183
		SP:Iteration 1F (4939.280000 sec): 3 clusters
  Score: Raw -291910.729919 + Penalty 2617.099816 = -289293.630103
  nChanged 231
		SP:Iteration 2F (4939.460000 sec): 3 clusters
  Score: Raw -292054.800468 + Penalty 2617.099816 = -289437.700652
  nChanged 150
		SP:Iteration 3Q (4939.620000 sec): 3 clusters
  Score: Raw -292155.263740 + Penalty 2617.099816 = -289538.163923
  nChanged 129
		SP:Iteration 4Q (4939.770000 sec): 3 clusters
  Score: Raw -292248.476394 + Penalty 2617.099816 = -289631.376578
  nChanged 127
		SP:Iteration 5Q (4939.990000 sec): 3 clusters
  Score: Raw -292325.525026 + Penalty 2617.099816 = -289708.425210
  nChanged 96
		SP:Iteration 6Q (4940.160000 sec): 3 clusters
  Score: Raw -292385.831230 + Penalty 2617.099816 = -289768.731414
  nChanged 87
		SP:Iteration 7Q (4940.320000 sec): 3 clusters
  Score: Raw -292437.847553 + Penalty 2617.099816 = -289820.747737
  nChanged 77
		SP:Iteration 8Q (4940.520000 sec): 3 clusters
  Score: Raw -292481.478724 + Penalty 2617.099816 = -289864.378908
  nChanged 64
		SP:Iteration 9Q (4940.720000 sec): 3 clusters
  Score: Raw -292515.353095 + Penalty 2617.099816 = -289898.253279
  nChanged 48
		SP:Iteration 10Q (4940.900000 sec): 3 clusters
  Score: Raw -292534.914514 + Penalty 2617.099816 = -289917.814698
  nChanged 42
		SP:Iteration 11Q (4941.050000 sec): 3 clusters
  Score: Raw -292550.621527 + Penalty 2617.099816 = -289933.521711
  nChanged 35
		SP:Iteration 12Q (4941.190000 sec): 3 clusters
  Score: Raw -292568.734468 + Penalty 2617.099816 = -289951.634652
  nChanged 34
		SP:Iteration 13Q (4941.330000 sec): 3 clusters
  Score: Raw -292586.702749 + Penalty 2617.099816 = -289969.602933
  nChanged 35
		SP:Iteration 14Q (4941.570000 sec): 3 clusters
  Score: Raw -292603.213283 + Penalty 2617.099816 = -289986.113467
  nChanged 31
		SP:Iteration 15Q (4941.770000 sec): 3 clusters
  Score: Raw -292619.399783 + Penalty 2617.099816 = -290002.299966
  nChanged 29
		SP:Iteration 16Q (4941.920000 sec): 3 clusters
  Score: Raw -292634.543991 + Penalty 2617.099816 = -290017.444175
  nChanged 32
		SP:Iteration 17Q (4942.140000 sec): 3 clusters
  Score: Raw -292651.386590 + Penalty 2617.099816 = -290034.286774
  nChanged 42
		SP:Iteration 18Q (4942.310000 sec): 3 clusters
  Score: Raw -292676.382982 + Penalty 2617.099816 = -290059.283166
  nChanged 40
		SP:Iteration 19Q (4942.510000 sec): 3 clusters
  Score: Raw -292701.509136 + Penalty 2617.099816 = -290084.409320
  nChanged 40
		SP:Iteration 20F (4942.710000 sec): 3 clusters
  Score: Raw -292729.211685 + Penalty 2617.099816 = -290112.111869
  nChanged 32
		SP:Iteration 21Q (4942.890000 sec): 3 clusters
  Score: Raw -292752.311523 + Penalty 2617.099816 = -290135.211707
  nChanged 30
		SP:Iteration 22Q (4943.050000 sec): 3 clusters
  Score: Raw -292767.962195 + Penalty 2617.099816 = -290150.862379
  nChanged 27
		SP:Iteration 23Q (4943.240000 sec): 3 clusters
  Score: Raw -292785.337317 + Penalty 2617.099816 = -290168.237501
  nChanged 21
		SP:Iteration 24Q (4943.400000 sec): 3 clusters
  Score: Raw -292796.031285 + Penalty 2617.099816 = -290178.931469
  nChanged 19
		SP:Iteration 25Q (4943.600000 sec): 3 clusters
  Score: Raw -292803.110342 + Penalty 2617.099816 = -290186.010526
  nChanged 10
		SP:Iteration 26Q (4943.790000 sec): 3 clusters
  Score: Raw -292808.275839 + Penalty 2617.099816 = -290191.176023
  nChanged 11
		SP:Iteration 27Q (4944.000000 sec): 3 clusters
  Score: Raw -292814.406286 + Penalty 2617.099816 = -290197.306469
  nChanged 16
		SP:Iteration 28Q (4944.210000 sec): 3 clusters
  Score: Raw -292823.148649 + Penalty 2617.099816 = -290206.048833
  nChanged 16
		SP:Iteration 29Q (4944.370000 sec): 3 clusters
  Score: Raw -292829.655775 + Penalty 2617.099816 = -290212.555958
  nChanged 15
		SP:Iteration 30Q (4944.580000 sec): 3 clusters
  Score: Raw -292836.863018 + Penalty 2617.099816 = -290219.763202
  nChanged 10
		SP:Iteration 31Q (4944.810000 sec): 3 clusters
  Score: Raw -292842.705471 + Penalty 2617.099816 = -290225.605655
  nChanged 8
		SP:Iteration 32Q (4945.000000 sec): 3 clusters
  Score: Raw -292848.158853 + Penalty 2617.099816 = -290231.059037
  nChanged 9
		SP:Iteration 33Q (4945.160000 sec): 3 clusters
  Score: Raw -292852.549272 + Penalty 2617.099816 = -290235.449455
  nChanged 7
		SP:Iteration 34Q (4945.310000 sec): 3 clusters
  Score: Raw -292854.906768 + Penalty 2617.099816 = -290237.806952
  nChanged 5
		SP:Iteration 35Q (4945.470000 sec): 3 clusters
  Score: Raw -292857.549081 + Penalty 2617.099816 = -290240.449265
  nChanged 5
		SP:Iteration 36Q (4945.680000 sec): 3 clusters
  Score: Raw -292859.315457 + Penalty 2617.099816 = -290242.215641
  nChanged 6
		SP:Iteration 37Q (4945.890000 sec): 3 clusters
  Score: Raw -292861.618545 + Penalty 2617.099816 = -290244.518729
  nChanged 8
		SP:Iteration 38Q (4946.070000 sec): 3 clusters
  Score: Raw -292864.673901 + Penalty 2617.099816 = -290247.574085
  nChanged 6
		SP:Iteration 39Q (4946.260000 sec): 3 clusters
  Score: Raw -292865.957473 + Penalty 2617.099816 = -290248.857657
  nChanged 2
		SP:Iteration 40F (4946.470000 sec): 3 clusters
  Score: Raw -292866.670393 + Penalty 2617.099816 = -290249.570577
  nChanged 6
		SP:Iteration 41Q (4946.660000 sec): 3 clusters
  Score: Raw -292869.180765 + Penalty 2617.099816 = -290252.080948
  nChanged 3
		SP:Iteration 42Q (4946.830000 sec): 3 clusters
  Score: Raw -292870.035595 + Penalty 2617.099816 = -290252.935779
  nChanged 1
		SP:Iteration 43Q (4947.020000 sec): 3 clusters
  Score: Raw -292870.856672 + Penalty 2617.099816 = -290253.756856
  nChanged 0
		SP:Iteration 44F (4947.190000 sec): 3 clusters
  Score: Raw -292870.856672 + Penalty 2617.099816 = -290253.756856
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 28 (2417 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4947.340000 sec): 2 clusters
  Score: Raw -175490.775638 + Penalty 1265.920887 = -174224.854751
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4947.510000 sec): 3 clusters
  Score: Raw -174461.286142 + Penalty 2531.841774 = -171929.444368
  nChanged 926
		SP:Iteration 1F (4947.720000 sec): 3 clusters
  Score: Raw -175410.171578 + Penalty 2531.841774 = -172878.329805
  nChanged 275
		SP:Iteration 2F (4947.960000 sec): 3 clusters
  Score: Raw -175804.256780 + Penalty 2531.841774 = -173272.415006
  nChanged 189
		SP:Iteration 3F (4948.150000 sec): 3 clusters
  Score: Raw -176045.529237 + Penalty 2531.841774 = -173513.687463
  nChanged 126
		SP:Iteration 4F (4948.340000 sec): 3 clusters
  Score: Raw -176204.239819 + Penalty 2531.841774 = -173672.398045
  nChanged 94
		SP:Iteration 5Q (4948.530000 sec): 3 clusters
  Score: Raw -176312.464135 + Penalty 2531.841774 = -173780.622361
  nChanged 82
		SP:Iteration 6Q (4948.730000 sec): 3 clusters
  Score: Raw -176395.402082 + Penalty 2531.841774 = -173863.560308
  nChanged 72
		SP:Iteration 7Q (4948.880000 sec): 3 clusters
  Score: Raw -176489.314735 + Penalty 2531.841774 = -173957.472962
  nChanged 61
		SP:Iteration 8Q (4949.050000 sec): 3 clusters
  Score: Raw -176575.299103 + Penalty 2531.841774 = -174043.457329
  nChanged 54
		SP:Iteration 9Q (4949.250000 sec): 3 clusters
  Score: Raw -176674.755100 + Penalty 2531.841774 = -174142.913326
  nChanged 47
		SP:Iteration 10Q (4949.450000 sec): 3 clusters
  Score: Raw -176750.078156 + Penalty 2531.841774 = -174218.236382
  nChanged 34
		SP:Iteration 11Q (4949.650000 sec): 3 clusters
  Score: Raw -176782.447086 + Penalty 2531.841774 = -174250.605312
  nChanged 27
		SP:Iteration 12Q (4949.860000 sec): 3 clusters
  Score: Raw -176804.893802 + Penalty 2531.841774 = -174273.052028
  nChanged 29
		SP:Iteration 13Q (4950.070000 sec): 3 clusters
  Score: Raw -176825.937073 + Penalty 2531.841774 = -174294.095299
  nChanged 21
		SP:Iteration 14Q (4950.220000 sec): 3 clusters
  Score: Raw -176845.940521 + Penalty 2531.841774 = -174314.098747
  nChanged 21
		SP:Iteration 15Q (4950.380000 sec): 3 clusters
  Score: Raw -176857.075518 + Penalty 2531.841774 = -174325.233744
  nChanged 12
		SP:Iteration 16Q (4950.600000 sec): 3 clusters
  Score: Raw -176866.662745 + Penalty 2531.841774 = -174334.820971
  nChanged 8
		SP:Iteration 17Q (4950.800000 sec): 3 clusters
  Score: Raw -176874.430703 + Penalty 2531.841774 = -174342.588929
  nChanged 9
		SP:Iteration 18Q (4950.990000 sec): 3 clusters
  Score: Raw -176879.811461 + Penalty 2531.841774 = -174347.969687
  nChanged 9
		SP:Iteration 19Q (4951.160000 sec): 3 clusters
  Score: Raw -176886.808133 + Penalty 2531.841774 = -174354.966360
  nChanged 14
		SP:Iteration 20F (4951.320000 sec): 3 clusters
  Score: Raw -176901.835816 + Penalty 2531.841774 = -174369.994042
  nChanged 14
		SP:Iteration 21Q (4951.550000 sec): 3 clusters
  Score: Raw -176919.434660 + Penalty 2531.841774 = -174387.592887
  nChanged 16
		SP:Iteration 22Q (4951.710000 sec): 3 clusters
  Score: Raw -176932.337936 + Penalty 2531.841774 = -174400.496162
  nChanged 14
		SP:Iteration 23Q (4951.870000 sec): 3 clusters
  Score: Raw -176944.963645 + Penalty 2531.841774 = -174413.121872
  nChanged 7
		SP:Iteration 24Q (4952.070000 sec): 3 clusters
  Score: Raw -176952.676326 + Penalty 2531.841774 = -174420.834552
  nChanged 10
		SP:Iteration 25Q (4952.230000 sec): 3 clusters
  Score: Raw -176966.245715 + Penalty 2531.841774 = -174434.403941
  nChanged 11
		SP:Iteration 26Q (4952.450000 sec): 3 clusters
  Score: Raw -176975.101853 + Penalty 2531.841774 = -174443.260079
  nChanged 5
		SP:Iteration 27Q (4952.650000 sec): 3 clusters
  Score: Raw -176979.431690 + Penalty 2531.841774 = -174447.589916
  nChanged 3
		SP:Iteration 28Q (4952.840000 sec): 3 clusters
  Score: Raw -176980.665395 + Penalty 2531.841774 = -174448.823621
  nChanged 3
		SP:Iteration 29Q (4953.000000 sec): 3 clusters
  Score: Raw -176982.675237 + Penalty 2531.841774 = -174450.833464
  nChanged 2
		SP:Iteration 30Q (4953.190000 sec): 3 clusters
  Score: Raw -176983.859362 + Penalty 2531.841774 = -174452.017589
  nChanged 2
		SP:Iteration 31Q (4953.360000 sec): 3 clusters
  Score: Raw -176985.106653 + Penalty 2531.841774 = -174453.264880
  nChanged 1
		SP:Iteration 32Q (4953.560000 sec): 3 clusters
  Score: Raw -176985.538225 + Penalty 2531.841774 = -174453.696451
  nChanged 2
		SP:Iteration 33Q (4953.730000 sec): 3 clusters
  Score: Raw -176986.077618 + Penalty 2531.841774 = -174454.235844
  nChanged 2
		SP:Iteration 34Q (4953.960000 sec): 3 clusters
  Score: Raw -176986.523235 + Penalty 2531.841774 = -174454.681461
  nChanged 1
		SP:Iteration 35Q (4954.130000 sec): 3 clusters
  Score: Raw -176986.716343 + Penalty 2531.841774 = -174454.874569
  nChanged 2
		SP:Iteration 36Q (4954.360000 sec): 3 clusters
  Score: Raw -176987.766802 + Penalty 2531.841774 = -174455.925028
  nChanged 2
		SP:Iteration 37Q (4954.570000 sec): 3 clusters
  Score: Raw -176988.408603 + Penalty 2531.841774 = -174456.566829
  nChanged 2
		SP:Iteration 38Q (4954.770000 sec): 3 clusters
  Score: Raw -176989.600488 + Penalty 2531.841774 = -174457.758714
  nChanged 1
		SP:Iteration 39Q (4954.970000 sec): 3 clusters
  Score: Raw -176989.981912 + Penalty 2531.841774 = -174458.140138
  nChanged 1
		SP:Iteration 40F (4955.160000 sec): 3 clusters
  Score: Raw -176990.434634 + Penalty 2531.841774 = -174458.592860
  nChanged 1
		SP:Iteration 41Q (4955.400000 sec): 3 clusters
  Score: Raw -176990.831533 + Penalty 2531.841774 = -174458.989760
  nChanged 1
		SP:Iteration 42Q (4955.570000 sec): 3 clusters
  Score: Raw -176991.455925 + Penalty 2531.841774 = -174459.614152
  nChanged 1
		SP:Iteration 43Q (4955.780000 sec): 3 clusters
  Score: Raw -176991.540064 + Penalty 2531.841774 = -174459.698291
  nChanged 0
		SP:Iteration 44F (4956.000000 sec): 3 clusters
  Score: Raw -176991.540064 + Penalty 2531.841774 = -174459.698291
  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 5.74 GB.

 Trying to split cluster 29 (3555 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4956.130000 sec): 2 clusters
  Score: Raw -328512.213532 + Penalty 1328.617931 = -327183.595601
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4956.370000 sec): 3 clusters
  Score: Raw -326772.066566 + Penalty 2657.235861 = -324114.830705
  nChanged 1374
		SP:Iteration 1F (4956.560000 sec): 3 clusters
  Score: Raw -327630.392256 + Penalty 2657.235861 = -324973.156394
  nChanged 318
		SP:Iteration 2F (4956.720000 sec): 3 clusters
  Score: Raw -327917.215691 + Penalty 2657.235861 = -325259.979830
  nChanged 259
		SP:Iteration 3F (4956.890000 sec): 3 clusters
  Score: Raw -328155.304175 + Penalty 2657.235861 = -325498.068313
  nChanged 202
		SP:Iteration 4F (4957.120000 sec): 3 clusters
  Score: Raw -328301.022875 + Penalty 2657.235861 = -325643.787013
  nChanged 177
		SP:Iteration 5Q (4957.320000 sec): 3 clusters
  Score: Raw -328423.422819 + Penalty 2657.235861 = -325766.186957
  nChanged 147
		SP:Iteration 6Q (4957.500000 sec): 3 clusters
  Score: Raw -328521.246864 + Penalty 2657.235861 = -325864.011003
  nChanged 131
		SP:Iteration 7Q (4957.680000 sec): 3 clusters
  Score: Raw -328603.274800 + Penalty 2657.235861 = -325946.038939
  nChanged 104
		SP:Iteration 8Q (4957.860000 sec): 3 clusters
  Score: Raw -328667.266817 + Penalty 2657.235861 = -326010.030956
  nChanged 78
		SP:Iteration 9Q (4958.030000 sec): 3 clusters
  Score: Raw -328711.355173 + Penalty 2657.235861 = -326054.119311
  nChanged 71
		SP:Iteration 10Q (4958.210000 sec): 3 clusters
  Score: Raw -328746.401269 + Penalty 2657.235861 = -326089.165408
  nChanged 44
		SP:Iteration 11Q (4958.390000 sec): 3 clusters
  Score: Raw -328766.951149 + Penalty 2657.235861 = -326109.715288
  nChanged 32
		SP:Iteration 12Q (4958.610000 sec): 3 clusters
  Score: Raw -328781.596601 + Penalty 2657.235861 = -326124.360739
  nChanged 29
		SP:Iteration 13Q (4958.780000 sec): 3 clusters
  Score: Raw -328797.431272 + Penalty 2657.235861 = -326140.195411
  nChanged 28
		SP:Iteration 14Q (4958.960000 sec): 3 clusters
  Score: Raw -328807.733223 + Penalty 2657.235861 = -326150.497361
  nChanged 21
		SP:Iteration 15Q (4959.140000 sec): 3 clusters
  Score: Raw -328818.976930 + Penalty 2657.235861 = -326161.741068
  nChanged 24
		SP:Iteration 16Q (4959.340000 sec): 3 clusters
  Score: Raw -328831.874549 + Penalty 2657.235861 = -326174.638688
  nChanged 22
		SP:Iteration 17Q (4959.520000 sec): 3 clusters
  Score: Raw -328842.419941 + Penalty 2657.235861 = -326185.184080
  nChanged 21
		SP:Iteration 18Q (4959.740000 sec): 3 clusters
  Score: Raw -328853.329317 + Penalty 2657.235861 = -326196.093456
  nChanged 15
		SP:Iteration 19Q (4959.950000 sec): 3 clusters
  Score: Raw -328860.015601 + Penalty 2657.235861 = -326202.779740
  nChanged 18
		SP:Iteration 20F (4960.110000 sec): 3 clusters
  Score: Raw -328867.428548 + Penalty 2657.235861 = -326210.192687
  nChanged 15
		SP:Iteration 21Q (4960.260000 sec): 3 clusters
  Score: Raw -328874.551349 + Penalty 2657.235861 = -326217.315488
  nChanged 16
		SP:Iteration 22Q (4960.460000 sec): 3 clusters
  Score: Raw -328881.918853 + Penalty 2657.235861 = -326224.682992
  nChanged 16
		SP:Iteration 23Q (4960.650000 sec): 3 clusters
  Score: Raw -328887.908323 + Penalty 2657.235861 = -326230.672461
  nChanged 9
		SP:Iteration 24Q (4960.840000 sec): 3 clusters
  Score: Raw -328891.814806 + Penalty 2657.235861 = -326234.578944
  nChanged 18
		SP:Iteration 25Q (4961.070000 sec): 3 clusters
  Score: Raw -328902.353190 + Penalty 2657.235861 = -326245.117329
  nChanged 20
		SP:Iteration 26Q (4961.240000 sec): 3 clusters
  Score: Raw -328912.367111 + Penalty 2657.235861 = -326255.131249
  nChanged 17
		SP:Iteration 27Q (4961.410000 sec): 3 clusters
  Score: Raw -328922.315821 + Penalty 2657.235861 = -326265.079960
  nChanged 13
		SP:Iteration 28Q (4961.600000 sec): 3 clusters
  Score: Raw -328928.441636 + Penalty 2657.235861 = -326271.205775
  nChanged 13
		SP:Iteration 29Q (4961.800000 sec): 3 clusters
  Score: Raw -328934.262307 + Penalty 2657.235861 = -326277.026446
  nChanged 12
		SP:Iteration 30Q (4961.990000 sec): 3 clusters
  Score: Raw -328939.686028 + Penalty 2657.235861 = -326282.450167
  nChanged 11
		SP:Iteration 31Q (4962.140000 sec): 3 clusters
  Score: Raw -328944.227930 + Penalty 2657.235861 = -326286.992069
  nChanged 13
		SP:Iteration 32Q (4962.360000 sec): 3 clusters
  Score: Raw -328949.237694 + Penalty 2657.235861 = -326292.001832
  nChanged 7
		SP:Iteration 33Q (4962.570000 sec): 3 clusters
  Score: Raw -328953.202623 + Penalty 2657.235861 = -326295.966762
  nChanged 6
		SP:Iteration 34Q (4962.710000 sec): 3 clusters
  Score: Raw -328955.540126 + Penalty 2657.235861 = -326298.304265
  nChanged 6
		SP:Iteration 35Q (4962.860000 sec): 3 clusters
  Score: Raw -328958.876461 + Penalty 2657.235861 = -326301.640599
  nChanged 6
		SP:Iteration 36Q (4963.000000 sec): 3 clusters
  Score: Raw -328961.665056 + Penalty 2657.235861 = -326304.429195
  nChanged 9
		SP:Iteration 37Q (4963.200000 sec): 3 clusters
  Score: Raw -328965.381901 + Penalty 2657.235861 = -326308.146039
  nChanged 6
		SP:Iteration 38Q (4963.370000 sec): 3 clusters
  Score: Raw -328967.436089 + Penalty 2657.235861 = -326310.200228
  nChanged 3
		SP:Iteration 39Q (4963.540000 sec): 3 clusters
  Score: Raw -328968.714156 + Penalty 2657.235861 = -326311.478294
  nChanged 1
		SP:Iteration 40F (4963.720000 sec): 3 clusters
  Score: Raw -328969.188751 + Penalty 2657.235861 = -326311.952890
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 30 (1523 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4963.830000 sec): 2 clusters
  Score: Raw -97225.392570 + Penalty 1190.871070 = -96034.521501
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4964.020000 sec): 3 clusters
  Score: Raw -96742.520893 + Penalty 2381.742140 = -94360.778754
  nChanged 525
		SP:Iteration 1F (4964.170000 sec): 3 clusters
  Score: Raw -97700.056504 + Penalty 2381.742140 = -95318.314364
  nChanged 193
		SP:Iteration 2F (4964.400000 sec): 3 clusters
  Score: Raw -98130.106781 + Penalty 2381.742140 = -95748.364641
  nChanged 125
		SP:Iteration 3F (4964.580000 sec): 3 clusters
  Score: Raw -98379.984774 + Penalty 2381.742140 = -95998.242634
  nChanged 80
		SP:Iteration 4F (4964.780000 sec): 3 clusters
  Score: Raw -98553.465187 + Penalty 2381.742140 = -96171.723047
  nChanged 53
		SP:Iteration 5Q (4964.970000 sec): 3 clusters
  Score: Raw -98671.158164 + Penalty 2381.742140 = -96289.416024
  nChanged 46
		SP:Iteration 6Q (4965.150000 sec): 3 clusters
  Score: Raw -98760.479808 + Penalty 2381.742140 = -96378.737668
  nChanged 33
		SP:Iteration 7Q (4965.330000 sec): 3 clusters
  Score: Raw -98832.274855 + Penalty 2381.742140 = -96450.532715
  nChanged 27
		SP:Iteration 8Q (4965.490000 sec): 3 clusters
  Score: Raw -98916.095360 + Penalty 2381.742140 = -96534.353221
  nChanged 28
		SP:Iteration 9Q (4965.720000 sec): 3 clusters
  Score: Raw -99018.552113 + Penalty 2381.742140 = -96636.809973
  nChanged 22
		SP:Iteration 10Q (4965.910000 sec): 3 clusters
  Score: Raw -99074.943492 + Penalty 2381.742140 = -96693.201352
  nChanged 18
		SP:Iteration 11Q (4966.070000 sec): 3 clusters
  Score: Raw -99095.047489 + Penalty 2381.742140 = -96713.305350
  nChanged 10
		SP:Iteration 12Q (4966.280000 sec): 3 clusters
  Score: Raw -99111.062683 + Penalty 2381.742140 = -96729.320543
  nChanged 12
		SP:Iteration 13Q (4966.480000 sec): 3 clusters
  Score: Raw -99141.126004 + Penalty 2381.742140 = -96759.383865
  nChanged 10
		SP:Iteration 14Q (4966.630000 sec): 3 clusters
  Score: Raw -99168.944567 + Penalty 2381.742140 = -96787.202428
  nChanged 10
		SP:Iteration 15Q (4966.800000 sec): 3 clusters
  Score: Raw -99179.167634 + Penalty 2381.742140 = -96797.425494
  nChanged 5
		SP:Iteration 16Q (4966.940000 sec): 3 clusters
  Score: Raw -99186.987336 + Penalty 2381.742140 = -96805.245196
  nChanged 6
		SP:Iteration 17Q (4967.180000 sec): 3 clusters
  Score: Raw -99191.560624 + Penalty 2381.742140 = -96809.818484
  nChanged 4
		SP:Iteration 18Q (4967.360000 sec): 3 clusters
  Score: Raw -99194.793273 + Penalty 2381.742140 = -96813.051133
  nChanged 2
		SP:Iteration 19Q (4967.510000 sec): 3 clusters
  Score: Raw -99196.061182 + Penalty 2381.742140 = -96814.319043
  nChanged 2
		SP:Iteration 20F (4967.710000 sec): 3 clusters
  Score: Raw -99196.673313 + Penalty 2381.742140 = -96814.931174
  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 5.74 GB.

 Trying to split cluster 31 (108625 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4968.310000 sec): 2 clusters
  Score: Raw -9936812.384427 + Penalty 1884.294240 = -9934928.090187
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4969.050000 sec): 3 clusters
  Score: Raw -9866030.303094 + Penalty 3768.588480 = -9862261.714614
  nChanged 52109
		SP:Iteration 1F (4969.770000 sec): 3 clusters
  Score: Raw -9897255.829881 + Penalty 3768.588480 = -9893487.241400
  nChanged 4092
		SP:Iteration 2Q (4970.550000 sec): 3 clusters
  Score: Raw -9898459.725569 + Penalty 3768.588480 = -9894691.137089
  nChanged 4168
		SP:Iteration 3Q (4971.300000 sec): 3 clusters
  Score: Raw -9899821.841659 + Penalty 3768.588480 = -9896053.253178
  nChanged 4371
		SP:Iteration 4Q (4972.090000 sec): 3 clusters
  Score: Raw -9901367.208442 + Penalty 3768.588480 = -9897598.619962
  nChanged 4504
		SP:Iteration 5Q (4972.860000 sec): 3 clusters
  Score: Raw -9903253.192540 + Penalty 3768.588480 = -9899484.604060
  nChanged 4950
		SP:Iteration 6Q (4973.580000 sec): 3 clusters
  Score: Raw -9905763.733978 + Penalty 3768.588480 = -9901995.145498
  nChanged 5551
		SP:Iteration 7F (4974.250000 sec): 3 clusters
  Score: Raw -9909028.085495 + Penalty 3768.588480 = -9905259.497015
  nChanged 6174
		SP:Iteration 8F (4974.970000 sec): 3 clusters
  Score: Raw -9913197.746624 + Penalty 3768.588480 = -9909429.158144
  nChanged 6839
		SP:Iteration 9F (4975.670000 sec): 3 clusters
  Score: Raw -9918228.390498 + Penalty 3768.588480 = -9914459.802018
  nChanged 6986
		SP:Iteration 10F (4976.470000 sec): 3 clusters
  Score: Raw -9923752.787791 + Penalty 3768.588480 = -9919984.199311
  nChanged 6256
		SP:Iteration 11F (4977.170000 sec): 3 clusters
  Score: Raw -9928805.755535 + Penalty 3768.588480 = -9925037.167055
  nChanged 4722
		SP:Iteration 12Q (4977.880000 sec): 3 clusters
  Score: Raw -9932510.847712 + Penalty 3768.588480 = -9928742.259232
  nChanged 2943
		SP:Iteration 13Q (4978.600000 sec): 3 clusters
  Score: Raw -9934700.880165 + Penalty 3768.588480 = -9930932.291685
  nChanged 1623
		SP:Iteration 14Q (4979.330000 sec): 3 clusters
  Score: Raw -9935848.479997 + Penalty 3768.588480 = -9932079.891517
  nChanged 852
		SP:Iteration 15Q (4979.930000 sec): 3 clusters
  Score: Raw -9936419.919197 + Penalty 3768.588480 = -9932651.330717
  nChanged 427
		SP:Iteration 16Q (4980.610000 sec): 3 clusters
  Score: Raw -9936700.821200 + Penalty 3768.588480 = -9932932.232720
  nChanged 226
		SP:Iteration 17Q (4981.270000 sec): 3 clusters
  Score: Raw -9936854.871654 + Penalty 3768.588480 = -9933086.283173
  nChanged 143
		SP:Iteration 18Q (4981.970000 sec): 3 clusters
  Score: Raw -9936947.694259 + Penalty 3768.588480 = -9933179.105779
  nChanged 90
		SP:Iteration 19Q (4982.600000 sec): 3 clusters
  Score: Raw -9936996.586849 + Penalty 3768.588480 = -9933227.998368
  nChanged 64
		SP:Iteration 20F (4983.320000 sec): 3 clusters
  Score: Raw -9937031.889287 + Penalty 3768.588480 = -9933263.300807
  nChanged 42
		SP:Iteration 21Q (4983.930000 sec): 3 clusters
  Score: Raw -9937055.339902 + Penalty 3768.588480 = -9933286.751422
  nChanged 31
		SP:Iteration 22Q (4984.550000 sec): 3 clusters
  Score: Raw -9937078.275894 + Penalty 3768.588480 = -9933309.687413
  nChanged 26
		SP:Iteration 23Q (4985.320000 sec): 3 clusters
  Score: Raw -9937093.521393 + Penalty 3768.588480 = -9933324.932913
  nChanged 16
		SP:Iteration 24Q (4986.100000 sec): 3 clusters
  Score: Raw -9937100.796712 + Penalty 3768.588480 = -9933332.208232
  nChanged 10
		SP:Iteration 25Q (4986.830000 sec): 3 clusters
  Score: Raw -9937105.783529 + Penalty 3768.588480 = -9933337.195049
  nChanged 12
		SP:Iteration 26Q (4987.430000 sec): 3 clusters
  Score: Raw -9937113.139482 + Penalty 3768.588480 = -9933344.551001
  nChanged 10
		SP:Iteration 27Q (4988.010000 sec): 3 clusters
  Score: Raw -9937119.000877 + Penalty 3768.588480 = -9933350.412397
  nChanged 7
		SP:Iteration 28Q (4988.660000 sec): 3 clusters
  Score: Raw -9937123.231822 + Penalty 3768.588480 = -9933354.643342
  nChanged 7
		SP:Iteration 29Q (4989.250000 sec): 3 clusters
  Score: Raw -9937127.712635 + Penalty 3768.588480 = -9933359.124154
  nChanged 7
		SP:Iteration 30Q (4989.940000 sec): 3 clusters
  Score: Raw -9937130.995478 + Penalty 3768.588480 = -9933362.406998
  nChanged 8
		SP:Iteration 31Q (4990.590000 sec): 3 clusters
  Score: Raw -9937133.937250 + Penalty 3768.588480 = -9933365.348770
  nChanged 5
		SP:Iteration 32Q (4991.200000 sec): 3 clusters
  Score: Raw -9937135.593033 + Penalty 3768.588480 = -9933367.004553
  nChanged 3
		SP:Iteration 33Q (4991.810000 sec): 3 clusters
  Score: Raw -9937137.918709 + Penalty 3768.588480 = -9933369.330229
  nChanged 2
		SP:Iteration 34Q (4992.530000 sec): 3 clusters
  Score: Raw -9937139.273962 + Penalty 3768.588480 = -9933370.685482
  nChanged 3
		SP:Iteration 35Q (4993.240000 sec): 3 clusters
  Score: Raw -9937141.663895 + Penalty 3768.588480 = -9933373.075415
  nChanged 5
		SP:Iteration 36Q (4993.840000 sec): 3 clusters
  Score: Raw -9937143.695414 + Penalty 3768.588480 = -9933375.106934
  nChanged 3
		SP:Iteration 37Q (4994.410000 sec): 3 clusters
  Score: Raw -9937145.016919 + Penalty 3768.588480 = -9933376.428439
  nChanged 4
		SP:Iteration 38Q (4995.050000 sec): 3 clusters
  Score: Raw -9937146.430885 + Penalty 3768.588480 = -9933377.842404
  nChanged 0
		SP:Iteration 39F (4995.760000 sec): 3 clusters
  Score: Raw -9937146.430885 + Penalty 3768.588480 = -9933377.842404
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 32 (6918 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (4995.960000 sec): 2 clusters
  Score: Raw -589546.269625 + Penalty 1436.805823 = -588109.463801
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (4996.110000 sec): 3 clusters
  Score: Raw -585759.901693 + Penalty 2873.611647 = -582886.290046
  nChanged 2886
		SP:Iteration 1F (4996.330000 sec): 3 clusters
  Score: Raw -587457.712409 + Penalty 2873.611647 = -584584.100762
  nChanged 509
		SP:Iteration 2F (4996.600000 sec): 3 clusters
  Score: Raw -587843.332637 + Penalty 2873.611647 = -584969.720991
  nChanged 535
		SP:Iteration 3F (4996.760000 sec): 3 clusters
  Score: Raw -588532.531941 + Penalty 2873.611647 = -585658.920294
  nChanged 651
		SP:Iteration 4F (4996.960000 sec): 3 clusters
  Score: Raw -589630.637491 + Penalty 2873.611647 = -586757.025845
  nChanged 732
		SP:Iteration 5F (4997.160000 sec): 3 clusters
  Score: Raw -590788.537183 + Penalty 2873.611647 = -587914.925537
  nChanged 549
		SP:Iteration 6F (4997.360000 sec): 3 clusters
  Score: Raw -591473.338184 + Penalty 2873.611647 = -588599.726538
  nChanged 337
		SP:Iteration 7Q (4997.580000 sec): 3 clusters
  Score: Raw -591809.810180 + Penalty 2873.611647 = -588936.198534
  nChanged 171
		SP:Iteration 8Q (4997.790000 sec): 3 clusters
  Score: Raw -591912.430514 + Penalty 2873.611647 = -589038.818868
  nChanged 96
		SP:Iteration 9Q (4998.000000 sec): 3 clusters
  Score: Raw -591950.420587 + Penalty 2873.611647 = -589076.808941
  nChanged 38
		SP:Iteration 10Q (4998.220000 sec): 3 clusters
  Score: Raw -591959.801830 + Penalty 2873.611647 = -589086.190183
  nChanged 26
		SP:Iteration 11Q (4998.400000 sec): 3 clusters
  Score: Raw -591966.809878 + Penalty 2873.611647 = -589093.198231
  nChanged 21
		SP:Iteration 12Q (4998.610000 sec): 3 clusters
  Score: Raw -591973.776141 + Penalty 2873.611647 = -589100.164494
  nChanged 22
		SP:Iteration 13Q (4998.820000 sec): 3 clusters
  Score: Raw -591979.464787 + Penalty 2873.611647 = -589105.853140
  nChanged 12
		SP:Iteration 14Q (4999.020000 sec): 3 clusters
  Score: Raw -591982.759297 + Penalty 2873.611647 = -589109.147651
  nChanged 9
		SP:Iteration 15Q (4999.260000 sec): 3 clusters
  Score: Raw -591986.593710 + Penalty 2873.611647 = -589112.982064
  nChanged 11
		SP:Iteration 16Q (4999.520000 sec): 3 clusters
  Score: Raw -591989.363022 + Penalty 2873.611647 = -589115.751376
  nChanged 9
		SP:Iteration 17Q (4999.680000 sec): 3 clusters
  Score: Raw -591991.913860 + Penalty 2873.611647 = -589118.302213
  nChanged 7
		SP:Iteration 18Q (4999.880000 sec): 3 clusters
  Score: Raw -591993.792178 + Penalty 2873.611647 = -589120.180531
  nChanged 7
		SP:Iteration 19Q (5000.080000 sec): 3 clusters
  Score: Raw -591996.076927 + Penalty 2873.611647 = -589122.465280
  nChanged 7
		SP:Iteration 20F (5000.290000 sec): 3 clusters
  Score: Raw -591998.008769 + Penalty 2873.611647 = -589124.397122
  nChanged 8
		SP:Iteration 21Q (5000.460000 sec): 3 clusters
  Score: Raw -592000.007933 + Penalty 2873.611647 = -589126.396286
  nChanged 8
		SP:Iteration 22Q (5000.640000 sec): 3 clusters
  Score: Raw -592002.305688 + Penalty 2873.611647 = -589128.694041
  nChanged 6
		SP:Iteration 23Q (5000.830000 sec): 3 clusters
  Score: Raw -592003.976781 + Penalty 2873.611647 = -589130.365134
  nChanged 3
		SP:Iteration 24Q (5001.040000 sec): 3 clusters
  Score: Raw -592004.358363 + Penalty 2873.611647 = -589130.746717
  nChanged 1
		SP:Iteration 25Q (5001.250000 sec): 3 clusters
  Score: Raw -592004.631905 + Penalty 2873.611647 = -589131.020259
  nChanged 5
		SP:Iteration 26Q (5001.470000 sec): 3 clusters
  Score: Raw -592005.527377 + Penalty 2873.611647 = -589131.915731
  nChanged 4
		SP:Iteration 27Q (5001.620000 sec): 3 clusters
  Score: Raw -592006.634095 + Penalty 2873.611647 = -589133.022448
  nChanged 7
		SP:Iteration 28Q (5001.860000 sec): 3 clusters
  Score: Raw -592008.145000 + Penalty 2873.611647 = -589134.533353
  nChanged 8
		SP:Iteration 29Q (5002.110000 sec): 3 clusters
  Score: Raw -592010.878071 + Penalty 2873.611647 = -589137.266424
  nChanged 7
		SP:Iteration 30Q (5002.330000 sec): 3 clusters
  Score: Raw -592014.521623 + Penalty 2873.611647 = -589140.909976
  nChanged 14
		SP:Iteration 31Q (5002.520000 sec): 3 clusters
  Score: Raw -592018.758594 + Penalty 2873.611647 = -589145.146947
  nChanged 11
		SP:Iteration 32Q (5002.740000 sec): 3 clusters
  Score: Raw -592023.000654 + Penalty 2873.611647 = -589149.389007
  nChanged 6
		SP:Iteration 33Q (5002.970000 sec): 3 clusters
  Score: Raw -592024.913757 + Penalty 2873.611647 = -589151.302111
  nChanged 9
		SP:Iteration 34Q (5003.150000 sec): 3 clusters
  Score: Raw -592028.376138 + Penalty 2873.611647 = -589154.764491
  nChanged 14
		SP:Iteration 35Q (5003.330000 sec): 3 clusters
  Score: Raw -592036.200137 + Penalty 2873.611647 = -589162.588491
  nChanged 21
		SP:Iteration 36Q (5003.540000 sec): 3 clusters
  Score: Raw -592048.798177 + Penalty 2873.611647 = -589175.186531
  nChanged 25
		SP:Iteration 37Q (5003.760000 sec): 3 clusters
  Score: Raw -592069.776234 + Penalty 2873.611647 = -589196.164587
  nChanged 35
		SP:Iteration 38Q (5003.990000 sec): 3 clusters
  Score: Raw -592101.727893 + Penalty 2873.611647 = -589228.116247
  nChanged 40
		SP:Iteration 39Q (5004.160000 sec): 3 clusters
  Score: Raw -592133.371061 + Penalty 2873.611647 = -589259.759415
  nChanged 33
		SP:Iteration 40F (5004.370000 sec): 3 clusters
  Score: Raw -592163.260726 + Penalty 2873.611647 = -589289.649080
  nChanged 27
		SP:Iteration 41Q (5004.600000 sec): 3 clusters
  Score: Raw -592179.940323 + Penalty 2873.611647 = -589306.328677
  nChanged 22
		SP:Iteration 42Q (5004.820000 sec): 3 clusters
  Score: Raw -592187.481491 + Penalty 2873.611647 = -589313.869844
  nChanged 14
		SP:Iteration 43Q (5005.040000 sec): 3 clusters
  Score: Raw -592193.423947 + Penalty 2873.611647 = -589319.812300
  nChanged 13
		SP:Iteration 44Q (5005.200000 sec): 3 clusters
  Score: Raw -592197.002158 + Penalty 2873.611647 = -589323.390511
  nChanged 11
		SP:Iteration 45Q (5005.420000 sec): 3 clusters
  Score: Raw -592199.914211 + Penalty 2873.611647 = -589326.302564
  nChanged 7
		SP:Iteration 46Q (5005.640000 sec): 3 clusters
  Score: Raw -592201.528310 + Penalty 2873.611647 = -589327.916664
  nChanged 5
		SP:Iteration 47Q (5005.830000 sec): 3 clusters
  Score: Raw -592202.280456 + Penalty 2873.611647 = -589328.668810
  nChanged 3
		SP:Iteration 48Q (5006.060000 sec): 3 clusters
  Score: Raw -592202.904752 + Penalty 2873.611647 = -589329.293105
  nChanged 3
		SP:Iteration 49Q (5006.280000 sec): 3 clusters
  Score: Raw -592203.760897 + Penalty 2873.611647 = -589330.149250
  nChanged 3
		SP:Iteration 50Q (5006.490000 sec): 3 clusters
  Score: Raw -592204.927913 + Penalty 2873.611647 = -589331.316267
  nChanged 5
		SP:Iteration 51Q (5006.700000 sec): 3 clusters
  Score: Raw -592205.909204 + Penalty 2873.611647 = -589332.297557
  nChanged 4
		SP:Iteration 52Q (5006.880000 sec): 3 clusters
  Score: Raw -592206.550681 + Penalty 2873.611647 = -589332.939034
  nChanged 4
		SP:Iteration 53Q (5007.110000 sec): 3 clusters
  Score: Raw -592207.414526 + Penalty 2873.611647 = -589333.802879
  nChanged 1
		SP:Iteration 54Q (5007.310000 sec): 3 clusters
  Score: Raw -592207.612564 + Penalty 2873.611647 = -589334.000917
  nChanged 2
		SP:Iteration 55Q (5007.500000 sec): 3 clusters
  Score: Raw -592207.902863 + Penalty 2873.611647 = -589334.291217
  nChanged 0
		SP:Iteration 56F (5007.710000 sec): 3 clusters
  Score: Raw -592207.902863 + Penalty 2873.611647 = -589334.291217
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 75.
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 33 (10043 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5007.830000 sec): 2 clusters
  Score: Raw -923535.432032 + Penalty 1497.377562 = -922038.054470
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5008.070000 sec): 3 clusters
  Score: Raw -917824.200790 + Penalty 2994.755125 = -914829.445665
  nChanged 4379
		SP:Iteration 1F (5008.330000 sec): 3 clusters
  Score: Raw -920322.203378 + Penalty 2994.755125 = -917327.448254
  nChanged 789
		SP:Iteration 2F (5008.560000 sec): 3 clusters
  Score: Raw -920899.058264 + Penalty 2994.755125 = -917904.303139
  nChanged 797
		SP:Iteration 3F (5008.860000 sec): 3 clusters
  Score: Raw -921542.594401 + Penalty 2994.755125 = -918547.839276
  nChanged 785
		SP:Iteration 4F (5009.110000 sec): 3 clusters
  Score: Raw -922206.096120 + Penalty 2994.755125 = -919211.340996
  nChanged 635
		SP:Iteration 5F (5009.360000 sec): 3 clusters
  Score: Raw -922710.813349 + Penalty 2994.755125 = -919716.058225
  nChanged 525
		SP:Iteration 6F (5009.580000 sec): 3 clusters
  Score: Raw -923040.812779 + Penalty 2994.755125 = -920046.057654
  nChanged 406
		SP:Iteration 7Q (5009.760000 sec): 3 clusters
  Score: Raw -923270.214897 + Penalty 2994.755125 = -920275.459772
  nChanged 313
		SP:Iteration 8Q (5009.990000 sec): 3 clusters
  Score: Raw -923426.749017 + Penalty 2994.755125 = -920431.993892
  nChanged 265
		SP:Iteration 9Q (5010.190000 sec): 3 clusters
  Score: Raw -923552.297625 + Penalty 2994.755125 = -920557.542500
  nChanged 246
		SP:Iteration 10Q (5010.440000 sec): 3 clusters
  Score: Raw -923661.076900 + Penalty 2994.755125 = -920666.321775
  nChanged 248
		SP:Iteration 11Q (5010.640000 sec): 3 clusters
  Score: Raw -923761.728279 + Penalty 2994.755125 = -920766.973154
  nChanged 204
		SP:Iteration 12Q (5010.860000 sec): 3 clusters
  Score: Raw -923836.371927 + Penalty 2994.755125 = -920841.616802
  nChanged 202
		SP:Iteration 13Q (5011.100000 sec): 3 clusters
  Score: Raw -923907.784106 + Penalty 2994.755125 = -920913.028981
  nChanged 170
		SP:Iteration 14Q (5011.320000 sec): 3 clusters
  Score: Raw -923966.076890 + Penalty 2994.755125 = -920971.321765
  nChanged 153
		SP:Iteration 15Q (5011.560000 sec): 3 clusters
  Score: Raw -924014.326089 + Penalty 2994.755125 = -921019.570964
  nChanged 150
		SP:Iteration 16Q (5011.780000 sec): 3 clusters
  Score: Raw -924062.359293 + Penalty 2994.755125 = -921067.604168
  nChanged 118
		SP:Iteration 17Q (5012.000000 sec): 3 clusters
  Score: Raw -924094.644507 + Penalty 2994.755125 = -921099.889382
  nChanged 104
		SP:Iteration 18Q (5012.200000 sec): 3 clusters
  Score: Raw -924122.758584 + Penalty 2994.755125 = -921128.003459
  nChanged 95
		SP:Iteration 19Q (5012.420000 sec): 3 clusters
  Score: Raw -924148.804306 + Penalty 2994.755125 = -921154.049182
  nChanged 89
		SP:Iteration 20F (5012.610000 sec): 3 clusters
  Score: Raw -924174.812828 + Penalty 2994.755125 = -921180.057703
  nChanged 88
		SP:Iteration 21Q (5012.830000 sec): 3 clusters
  Score: Raw -924198.974994 + Penalty 2994.755125 = -921204.219869
  nChanged 81
		SP:Iteration 22Q (5013.040000 sec): 3 clusters
  Score: Raw -924221.750624 + Penalty 2994.755125 = -921226.995499
  nChanged 73
		SP:Iteration 23Q (5013.280000 sec): 3 clusters
  Score: Raw -924241.681396 + Penalty 2994.755125 = -921246.926271
  nChanged 69
		SP:Iteration 24Q (5013.520000 sec): 3 clusters
  Score: Raw -924262.046196 + Penalty 2994.755125 = -921267.291071
  nChanged 67
		SP:Iteration 25Q (5013.680000 sec): 3 clusters
  Score: Raw -924282.493240 + Penalty 2994.755125 = -921287.738115
  nChanged 54
		SP:Iteration 26Q (5013.950000 sec): 3 clusters
  Score: Raw -924294.899944 + Penalty 2994.755125 = -921300.144819
  nChanged 33
		SP:Iteration 27Q (5014.200000 sec): 3 clusters
  Score: Raw -924301.095071 + Penalty 2994.755125 = -921306.339946
  nChanged 29
		SP:Iteration 28Q (5014.420000 sec): 3 clusters
  Score: Raw -924307.187850 + Penalty 2994.755125 = -921312.432725
  nChanged 25
		SP:Iteration 29Q (5014.630000 sec): 3 clusters
  Score: Raw -924313.087109 + Penalty 2994.755125 = -921318.331984
  nChanged 25
		SP:Iteration 30Q (5014.820000 sec): 3 clusters
  Score: Raw -924318.412164 + Penalty 2994.755125 = -921323.657039
  nChanged 32
		SP:Iteration 31Q (5015.080000 sec): 3 clusters
  Score: Raw -924325.295414 + Penalty 2994.755125 = -921330.540289
  nChanged 37
		SP:Iteration 32Q (5015.280000 sec): 3 clusters
  Score: Raw -924332.847232 + Penalty 2994.755125 = -921338.092108
  nChanged 27
		SP:Iteration 33Q (5015.470000 sec): 3 clusters
  Score: Raw -924339.291017 + Penalty 2994.755125 = -921344.535892
  nChanged 27
		SP:Iteration 34Q (5015.680000 sec): 3 clusters
  Score: Raw -924344.820906 + Penalty 2994.755125 = -921350.065781
  nChanged 23
		SP:Iteration 35Q (5015.900000 sec): 3 clusters
  Score: Raw -924348.872320 + Penalty 2994.755125 = -921354.117195
  nChanged 15
		SP:Iteration 36Q (5016.110000 sec): 3 clusters
  Score: Raw -924351.738819 + Penalty 2994.755125 = -921356.983694
  nChanged 14
		SP:Iteration 37Q (5016.340000 sec): 3 clusters
  Score: Raw -924354.682026 + Penalty 2994.755125 = -921359.926901
  nChanged 13
		SP:Iteration 38Q (5016.540000 sec): 3 clusters
  Score: Raw -924358.136947 + Penalty 2994.755125 = -921363.381822
  nChanged 22
		SP:Iteration 39Q (5016.770000 sec): 3 clusters
  Score: Raw -924364.054818 + Penalty 2994.755125 = -921369.299693
  nChanged 28
		SP:Iteration 40F (5016.960000 sec): 3 clusters
  Score: Raw -924376.362538 + Penalty 2994.755125 = -921381.607413
  nChanged 49
		SP:Iteration 41Q (5017.180000 sec): 3 clusters
  Score: Raw -924396.188264 + Penalty 2994.755125 = -921401.433139
  nChanged 46
		SP:Iteration 42Q (5017.410000 sec): 3 clusters
  Score: Raw -924412.604077 + Penalty 2994.755125 = -921417.848952
  nChanged 36
		SP:Iteration 43Q (5017.680000 sec): 3 clusters
  Score: Raw -924427.785661 + Penalty 2994.755125 = -921433.030536
  nChanged 44
		SP:Iteration 44Q (5017.880000 sec): 3 clusters
  Score: Raw -924442.846673 + Penalty 2994.755125 = -921448.091548
  nChanged 35
		SP:Iteration 45Q (5018.110000 sec): 3 clusters
  Score: Raw -924451.763419 + Penalty 2994.755125 = -921457.008295
  nChanged 31
		SP:Iteration 46Q (5018.340000 sec): 3 clusters
  Score: Raw -924457.599980 + Penalty 2994.755125 = -921462.844856
  nChanged 17
		SP:Iteration 47Q (5018.600000 sec): 3 clusters
  Score: Raw -924461.166486 + Penalty 2994.755125 = -921466.411361
  nChanged 15
		SP:Iteration 48Q (5018.820000 sec): 3 clusters
  Score: Raw -924463.778942 + Penalty 2994.755125 = -921469.023817
  nChanged 9
		SP:Iteration 49Q (5019.030000 sec): 3 clusters
  Score: Raw -924465.575196 + Penalty 2994.755125 = -921470.820071
  nChanged 12
		SP:Iteration 50Q (5019.280000 sec): 3 clusters
  Score: Raw -924468.724976 + Penalty 2994.755125 = -921473.969851
  nChanged 14
		SP:Iteration 51Q (5019.530000 sec): 3 clusters
  Score: Raw -924472.052573 + Penalty 2994.755125 = -921477.297449
  nChanged 14
		SP:Iteration 52Q (5019.760000 sec): 3 clusters
  Score: Raw -924475.485342 + Penalty 2994.755125 = -921480.730218
  nChanged 13
		SP:Iteration 53Q (5019.980000 sec): 3 clusters
  Score: Raw -924477.961611 + Penalty 2994.755125 = -921483.206486
  nChanged 6
		SP:Iteration 54Q (5020.250000 sec): 3 clusters
  Score: Raw -924478.922818 + Penalty 2994.755125 = -921484.167693
  nChanged 3
		SP:Iteration 55Q (5020.510000 sec): 3 clusters
  Score: Raw -924479.346318 + Penalty 2994.755125 = -921484.591193
  nChanged 4
		SP:Iteration 56Q (5020.730000 sec): 3 clusters
  Score: Raw -924479.756815 + Penalty 2994.755125 = -921485.001690
  nChanged 2
		SP:Iteration 57Q (5020.990000 sec): 3 clusters
  Score: Raw -924479.899508 + Penalty 2994.755125 = -921485.144384
  nChanged 2
		SP:Iteration 58Q (5021.210000 sec): 3 clusters
  Score: Raw -924480.230139 + Penalty 2994.755125 = -921485.475015
  nChanged 1
		SP:Iteration 59Q (5021.400000 sec): 3 clusters
  Score: Raw -924480.380793 + Penalty 2994.755125 = -921485.625668
  nChanged 2
		SP:Iteration 60F (5021.610000 sec): 3 clusters
  Score: Raw -924480.617152 + Penalty 2994.755125 = -921485.862027
  nChanged 3
		SP:Iteration 61Q (5021.810000 sec): 3 clusters
  Score: Raw -924481.130736 + Penalty 2994.755125 = -921486.375611
  nChanged 7
		SP:Iteration 62Q (5022.060000 sec): 3 clusters
  Score: Raw -924482.869356 + Penalty 2994.755125 = -921488.114231
  nChanged 6
		SP:Iteration 63Q (5022.260000 sec): 3 clusters
  Score: Raw -924484.144213 + Penalty 2994.755125 = -921489.389088
  nChanged 6
		SP:Iteration 64Q (5022.500000 sec): 3 clusters
  Score: Raw -924485.916731 + Penalty 2994.755125 = -921491.161606
  nChanged 8
		SP:Iteration 65Q (5022.750000 sec): 3 clusters
  Score: Raw -924487.069897 + Penalty 2994.755125 = -921492.314772
  nChanged 5
		SP:Iteration 66Q (5022.990000 sec): 3 clusters
  Score: Raw -924487.729388 + Penalty 2994.755125 = -921492.974263
  nChanged 2
		SP:Iteration 67Q (5023.200000 sec): 3 clusters
  Score: Raw -924488.158803 + Penalty 2994.755125 = -921493.403678
  nChanged 3
		SP:Iteration 68Q (5023.450000 sec): 3 clusters
  Score: Raw -924488.712884 + Penalty 2994.755125 = -921493.957759
  nChanged 5
		SP:Iteration 69Q (5023.690000 sec): 3 clusters
  Score: Raw -924489.384125 + Penalty 2994.755125 = -921494.629000
  nChanged 2
		SP:Iteration 70Q (5023.890000 sec): 3 clusters
  Score: Raw -924489.745397 + Penalty 2994.755125 = -921494.990272
  nChanged 1
		SP:Iteration 71Q (5024.140000 sec): 3 clusters
  Score: Raw -924489.902928 + Penalty 2994.755125 = -921495.147803
  nChanged 0
		SP:Iteration 72F (5024.400000 sec): 3 clusters
  Score: Raw -924489.902928 + Penalty 2994.755125 = -921495.147803
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 34 (2230 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5024.510000 sec): 2 clusters
  Score: Raw -200261.938158 + Penalty 1252.835490 = -199009.102668
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5024.750000 sec): 3 clusters
  Score: Raw -199313.448325 + Penalty 2505.670981 = -196807.777344
  nChanged 787
		SP:Iteration 1F (5024.970000 sec): 3 clusters
  Score: Raw -199850.376388 + Penalty 2505.670981 = -197344.705407
  nChanged 180
		SP:Iteration 2F (5025.190000 sec): 3 clusters
  Score: Raw -200007.130729 + Penalty 2505.670981 = -197501.459748
  nChanged 134
		SP:Iteration 3F (5025.370000 sec): 3 clusters
  Score: Raw -200134.550809 + Penalty 2505.670981 = -197628.879828
  nChanged 100
		SP:Iteration 4Q (5025.560000 sec): 3 clusters
  Score: Raw -200222.218411 + Penalty 2505.670981 = -197716.547430
  nChanged 76
		SP:Iteration 5Q (5025.770000 sec): 3 clusters
  Score: Raw -200283.861790 + Penalty 2505.670981 = -197778.190810
  nChanged 65
		SP:Iteration 6Q (5025.970000 sec): 3 clusters
  Score: Raw -200335.781458 + Penalty 2505.670981 = -197830.110477
  nChanged 52
		SP:Iteration 7Q (5026.160000 sec): 3 clusters
  Score: Raw -200380.276716 + Penalty 2505.670981 = -197874.605735
  nChanged 48
		SP:Iteration 8Q (5026.360000 sec): 3 clusters
  Score: Raw -200417.369056 + Penalty 2505.670981 = -197911.698075
  nChanged 56
		SP:Iteration 9Q (5026.550000 sec): 3 clusters
  Score: Raw -200465.696336 + Penalty 2505.670981 = -197960.025355
  nChanged 60
		SP:Iteration 10Q (5026.770000 sec): 3 clusters
  Score: Raw -200529.402024 + Penalty 2505.670981 = -198023.731043
  nChanged 74
		SP:Iteration 11Q (5026.930000 sec): 3 clusters
  Score: Raw -200641.226902 + Penalty 2505.670981 = -198135.555921
  nChanged 100
		SP:Iteration 12Q (5027.090000 sec): 3 clusters
  Score: Raw -200843.751607 + Penalty 2505.670981 = -198338.080626
  nChanged 131
		SP:Iteration 13F (5027.310000 sec): 3 clusters
  Score: Raw -201313.302416 + Penalty 2505.670981 = -198807.631435
  nChanged 162
		SP:Iteration 14F (5027.470000 sec): 3 clusters
  Score: Raw -202359.319484 + Penalty 2505.670981 = -199853.648503
  nChanged 104
		SP:Iteration 15Q (5027.620000 sec): 3 clusters
  Score: Raw -203299.863735 + Penalty 2505.670981 = -200794.192754
  nChanged 20
		SP:Iteration 16Q (5027.780000 sec): 3 clusters
  Score: Raw -203564.112433 + Penalty 2505.670981 = -201058.441452
  nChanged 6
		SP:Iteration 17Q (5027.970000 sec): 3 clusters
  Score: Raw -203596.065264 + Penalty 2505.670981 = -201090.394283
  nChanged 0
		SP:Iteration 18F (5028.120000 sec): 3 clusters
  Score: Raw -203596.065264 + Penalty 2505.670981 = -201090.394283
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 76.
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 35 (1514 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5028.200000 sec): 2 clusters
  Score: Raw -132727.374613 + Penalty 1189.907946 = -131537.466668
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5028.460000 sec): 3 clusters
  Score: Raw -132138.131492 + Penalty 2379.815891 = -129758.315601
  nChanged 506
		SP:Iteration 1F (5028.630000 sec): 3 clusters
  Score: Raw -132529.058980 + Penalty 2379.815891 = -130149.243089
  nChanged 125
		SP:Iteration 2F (5028.800000 sec): 3 clusters
  Score: Raw -132635.279759 + Penalty 2379.815891 = -130255.463868
  nChanged 73
		SP:Iteration 3Q (5029.010000 sec): 3 clusters
  Score: Raw -132723.211856 + Penalty 2379.815891 = -130343.395965
  nChanged 58
		SP:Iteration 4Q (5029.170000 sec): 3 clusters
  Score: Raw -132796.099837 + Penalty 2379.815891 = -130416.283945
  nChanged 56
		SP:Iteration 5Q (5029.360000 sec): 3 clusters
  Score: Raw -132878.995953 + Penalty 2379.815891 = -130499.180062
  nChanged 62
		SP:Iteration 6Q (5029.550000 sec): 3 clusters
  Score: Raw -132972.674052 + Penalty 2379.815891 = -130592.858161
  nChanged 64
		SP:Iteration 7Q (5029.690000 sec): 3 clusters
  Score: Raw -133091.534285 + Penalty 2379.815891 = -130711.718394
  nChanged 73
		SP:Iteration 8Q (5029.860000 sec): 3 clusters
  Score: Raw -133262.785425 + Penalty 2379.815891 = -130882.969534
  nChanged 87
		SP:Iteration 9F (5030.020000 sec): 3 clusters
  Score: Raw -133487.486860 + Penalty 2379.815891 = -131107.670969
  nChanged 56
		SP:Iteration 10Q (5030.240000 sec): 3 clusters
  Score: Raw -133620.659180 + Penalty 2379.815891 = -131240.843289
  nChanged 35
		SP:Iteration 11Q (5030.400000 sec): 3 clusters
  Score: Raw -133672.519594 + Penalty 2379.815891 = -131292.703703
  nChanged 29
		SP:Iteration 12Q (5030.580000 sec): 3 clusters
  Score: Raw -133705.734500 + Penalty 2379.815891 = -131325.918609
  nChanged 26
		SP:Iteration 13Q (5030.770000 sec): 3 clusters
  Score: Raw -133730.204462 + Penalty 2379.815891 = -131350.388571
  nChanged 19
		SP:Iteration 14Q (5030.990000 sec): 3 clusters
  Score: Raw -133754.334397 + Penalty 2379.815891 = -131374.518506
  nChanged 19
		SP:Iteration 15Q (5031.160000 sec): 3 clusters
  Score: Raw -133781.787921 + Penalty 2379.815891 = -131401.972030
  nChanged 23
		SP:Iteration 16Q (5031.330000 sec): 3 clusters
  Score: Raw -133816.519970 + Penalty 2379.815891 = -131436.704079
  nChanged 20
		SP:Iteration 17Q (5031.510000 sec): 3 clusters
  Score: Raw -133853.240310 + Penalty 2379.815891 = -131473.424419
  nChanged 21
		SP:Iteration 18Q (5031.710000 sec): 3 clusters
  Score: Raw -133919.552887 + Penalty 2379.815891 = -131539.736996
  nChanged 26
		SP:Iteration 19Q (5031.920000 sec): 3 clusters
  Score: Raw -134043.239554 + Penalty 2379.815891 = -131663.423663
  nChanged 20
		SP:Iteration 20F (5032.120000 sec): 3 clusters
  Score: Raw -134245.333665 + Penalty 2379.815891 = -131865.517774
  nChanged 13
		SP:Iteration 21Q (5032.340000 sec): 3 clusters
  Score: Raw -134347.051390 + Penalty 2379.815891 = -131967.235499
  nChanged 7
		SP:Iteration 22Q (5032.540000 sec): 3 clusters
  Score: Raw -134366.703526 + Penalty 2379.815891 = -131986.887635
  nChanged 3
		SP:Iteration 23Q (5032.750000 sec): 3 clusters
  Score: Raw -134369.886993 + Penalty 2379.815891 = -131990.071102
  nChanged 1
		SP:Iteration 24Q (5032.910000 sec): 3 clusters
  Score: Raw -134370.257681 + Penalty 2379.815891 = -131990.441790
  nChanged 1
		SP:Iteration 25Q (5033.120000 sec): 3 clusters
  Score: Raw -134370.568780 + Penalty 2379.815891 = -131990.752889
  nChanged 1
		SP:Iteration 26Q (5033.260000 sec): 3 clusters
  Score: Raw -134371.007669 + Penalty 2379.815891 = -131991.191778
  nChanged 0
		SP:Iteration 27F (5033.500000 sec): 3 clusters
  Score: Raw -134371.007669 + Penalty 2379.815891 = -131991.191778
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 77.
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 36 (3365 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5033.590000 sec): 2 clusters
  Score: Raw -309400.416261 + Penalty 1319.692277 = -308080.723984
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5033.800000 sec): 3 clusters
  Score: Raw -307784.154644 + Penalty 2639.384554 = -305144.770090
  nChanged 1279
		SP:Iteration 1F (5033.990000 sec): 3 clusters
  Score: Raw -308618.839594 + Penalty 2639.384554 = -305979.455040
  nChanged 297
		SP:Iteration 2F (5034.190000 sec): 3 clusters
  Score: Raw -308896.029629 + Penalty 2639.384554 = -306256.645075
  nChanged 244
		SP:Iteration 3F (5034.370000 sec): 3 clusters
  Score: Raw -309142.376177 + Penalty 2639.384554 = -306502.991624
  nChanged 222
		SP:Iteration 4F (5034.580000 sec): 3 clusters
  Score: Raw -309406.707112 + Penalty 2639.384554 = -306767.322558
  nChanged 212
		SP:Iteration 5F (5034.760000 sec): 3 clusters
  Score: Raw -309633.614705 + Penalty 2639.384554 = -306994.230152
  nChanged 175
		SP:Iteration 6F (5034.930000 sec): 3 clusters
  Score: Raw -309813.689087 + Penalty 2639.384554 = -307174.304533
  nChanged 140
		SP:Iteration 7Q (5035.150000 sec): 3 clusters
  Score: Raw -309944.917161 + Penalty 2639.384554 = -307305.532607
  nChanged 103
		SP:Iteration 8Q (5035.320000 sec): 3 clusters
  Score: Raw -310040.670352 + Penalty 2639.384554 = -307401.285798
  nChanged 84
		SP:Iteration 9Q (5035.470000 sec): 3 clusters
  Score: Raw -310099.744574 + Penalty 2639.384554 = -307460.360021
  nChanged 66
		SP:Iteration 10Q (5035.630000 sec): 3 clusters
  Score: Raw -310152.274399 + Penalty 2639.384554 = -307512.889845
  nChanged 59
		SP:Iteration 11Q (5035.830000 sec): 3 clusters
  Score: Raw -310190.979743 + Penalty 2639.384554 = -307551.595189
  nChanged 44
		SP:Iteration 12Q (5036.030000 sec): 3 clusters
  Score: Raw -310213.138780 + Penalty 2639.384554 = -307573.754226
  nChanged 31
		SP:Iteration 13Q (5036.190000 sec): 3 clusters
  Score: Raw -310229.908205 + Penalty 2639.384554 = -307590.523652
  nChanged 23
		SP:Iteration 14Q (5036.410000 sec): 3 clusters
  Score: Raw -310241.010398 + Penalty 2639.384554 = -307601.625845
  nChanged 17
		SP:Iteration 15Q (5036.580000 sec): 3 clusters
  Score: Raw -310250.536743 + Penalty 2639.384554 = -307611.152189
  nChanged 11
		SP:Iteration 16Q (5036.780000 sec): 3 clusters
  Score: Raw -310253.995679 + Penalty 2639.384554 = -307614.611125
  nChanged 14
		SP:Iteration 17Q (5036.940000 sec): 3 clusters
  Score: Raw -310258.328483 + Penalty 2639.384554 = -307618.943930
  nChanged 13
		SP:Iteration 18Q (5037.170000 sec): 3 clusters
  Score: Raw -310263.841440 + Penalty 2639.384554 = -307624.456886
  nChanged 9
		SP:Iteration 19Q (5037.330000 sec): 3 clusters
  Score: Raw -310266.810921 + Penalty 2639.384554 = -307627.426367
  nChanged 7
		SP:Iteration 20F (5037.500000 sec): 3 clusters
  Score: Raw -310269.462066 + Penalty 2639.384554 = -307630.077512
  nChanged 10
		SP:Iteration 21Q (5037.700000 sec): 3 clusters
  Score: Raw -310274.094288 + Penalty 2639.384554 = -307634.709734
  nChanged 7
		SP:Iteration 22Q (5037.910000 sec): 3 clusters
  Score: Raw -310276.108155 + Penalty 2639.384554 = -307636.723601
  nChanged 7
		SP:Iteration 23Q (5038.130000 sec): 3 clusters
  Score: Raw -310278.376110 + Penalty 2639.384554 = -307638.991557
  nChanged 6
		SP:Iteration 24Q (5038.330000 sec): 3 clusters
  Score: Raw -310280.952027 + Penalty 2639.384554 = -307641.567473
  nChanged 8
		SP:Iteration 25Q (5038.490000 sec): 3 clusters
  Score: Raw -310284.604049 + Penalty 2639.384554 = -307645.219495
  nChanged 6
		SP:Iteration 26Q (5038.690000 sec): 3 clusters
  Score: Raw -310286.614055 + Penalty 2639.384554 = -307647.229501
  nChanged 12
		SP:Iteration 27Q (5038.920000 sec): 3 clusters
  Score: Raw -310291.500224 + Penalty 2639.384554 = -307652.115670
  nChanged 10
		SP:Iteration 28Q (5039.060000 sec): 3 clusters
  Score: Raw -310294.767875 + Penalty 2639.384554 = -307655.383322
  nChanged 6
		SP:Iteration 29Q (5039.240000 sec): 3 clusters
  Score: Raw -310297.070524 + Penalty 2639.384554 = -307657.685971
  nChanged 6
		SP:Iteration 30Q (5039.420000 sec): 3 clusters
  Score: Raw -310298.421843 + Penalty 2639.384554 = -307659.037289
  nChanged 2
		SP:Iteration 31Q (5039.640000 sec): 3 clusters
  Score: Raw -310298.779945 + Penalty 2639.384554 = -307659.395392
  nChanged 1
		SP:Iteration 32Q (5039.840000 sec): 3 clusters
  Score: Raw -310298.953698 + Penalty 2639.384554 = -307659.569144
  nChanged 1
		SP:Iteration 33Q (5040.090000 sec): 3 clusters
  Score: Raw -310299.056679 + Penalty 2639.384554 = -307659.672125
  nChanged 1
		SP:Iteration 34Q (5040.260000 sec): 3 clusters
  Score: Raw -310299.154533 + Penalty 2639.384554 = -307659.769979
  nChanged 0
		SP:Iteration 35F (5040.470000 sec): 3 clusters
  Score: Raw -310299.154533 + Penalty 2639.384554 = -307659.769979
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 37 (7272 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5040.580000 sec): 2 clusters
  Score: Raw -648853.677392 + Penalty 1444.915328 = -647408.762063
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5040.830000 sec): 3 clusters
  Score: Raw -644900.746122 + Penalty 2889.830657 = -642010.915466
  nChanged 3089
		SP:Iteration 1F (5041.060000 sec): 3 clusters
  Score: Raw -646628.517059 + Penalty 2889.830657 = -643738.686402
  nChanged 485
		SP:Iteration 2F (5041.300000 sec): 3 clusters
  Score: Raw -646864.028794 + Penalty 2889.830657 = -643974.198138
  nChanged 324
		SP:Iteration 3Q (5041.500000 sec): 3 clusters
  Score: Raw -647016.737443 + Penalty 2889.830657 = -644126.906787
  nChanged 275
		SP:Iteration 4Q (5041.740000 sec): 3 clusters
  Score: Raw -647150.219135 + Penalty 2889.830657 = -644260.388478
  nChanged 303
		SP:Iteration 5Q (5041.930000 sec): 3 clusters
  Score: Raw -647287.708581 + Penalty 2889.830657 = -644397.877924
  nChanged 286
		SP:Iteration 6Q (5042.180000 sec): 3 clusters
  Score: Raw -647435.575651 + Penalty 2889.830657 = -644545.744994
  nChanged 309
		SP:Iteration 7Q (5042.360000 sec): 3 clusters
  Score: Raw -647600.598176 + Penalty 2889.830657 = -644710.767520
  nChanged 321
		SP:Iteration 8Q (5042.600000 sec): 3 clusters
  Score: Raw -647783.505004 + Penalty 2889.830657 = -644893.674347
  nChanged 317
		SP:Iteration 9Q (5042.810000 sec): 3 clusters
  Score: Raw -647983.963733 + Penalty 2889.830657 = -645094.133077
  nChanged 308
		SP:Iteration 10Q (5042.980000 sec): 3 clusters
  Score: Raw -648199.625176 + Penalty 2889.830657 = -645309.794519
  nChanged 285
		SP:Iteration 11Q (5043.140000 sec): 3 clusters
  Score: Raw -648412.340478 + Penalty 2889.830657 = -645522.509821
  nChanged 233
		SP:Iteration 12Q (5043.350000 sec): 3 clusters
  Score: Raw -648596.888009 + Penalty 2889.830657 = -645707.057352
  nChanged 183
		SP:Iteration 13Q (5043.540000 sec): 3 clusters
  Score: Raw -648750.375544 + Penalty 2889.830657 = -645860.544888
  nChanged 121
		SP:Iteration 14Q (5043.730000 sec): 3 clusters
  Score: Raw -648851.524079 + Penalty 2889.830657 = -645961.693422
  nChanged 79
		SP:Iteration 15Q (5043.950000 sec): 3 clusters
  Score: Raw -648926.108993 + Penalty 2889.830657 = -646036.278337
  nChanged 55
		SP:Iteration 16Q (5044.140000 sec): 3 clusters
  Score: Raw -648968.684510 + Penalty 2889.830657 = -646078.853854
  nChanged 32
		SP:Iteration 17Q (5044.330000 sec): 3 clusters
  Score: Raw -648993.618638 + Penalty 2889.830657 = -646103.787981
  nChanged 14
		SP:Iteration 18Q (5044.530000 sec): 3 clusters
  Score: Raw -649006.812435 + Penalty 2889.830657 = -646116.981778
  nChanged 10
		SP:Iteration 19Q (5044.780000 sec): 3 clusters
  Score: Raw -649016.192375 + Penalty 2889.830657 = -646126.361718
  nChanged 11
		SP:Iteration 20F (5044.940000 sec): 3 clusters
  Score: Raw -649024.204065 + Penalty 2889.830657 = -646134.373409
  nChanged 10
		SP:Iteration 21Q (5045.170000 sec): 3 clusters
  Score: Raw -649032.017519 + Penalty 2889.830657 = -646142.186862
  nChanged 10
		SP:Iteration 22Q (5045.340000 sec): 3 clusters
  Score: Raw -649045.527239 + Penalty 2889.830657 = -646155.696582
  nChanged 10
		SP:Iteration 23Q (5045.550000 sec): 3 clusters
  Score: Raw -649059.796346 + Penalty 2889.830657 = -646169.965689
  nChanged 10
		SP:Iteration 24Q (5045.720000 sec): 3 clusters
  Score: Raw -649069.779895 + Penalty 2889.830657 = -646179.949238
  nChanged 10
		SP:Iteration 25Q (5045.930000 sec): 3 clusters
  Score: Raw -649077.092808 + Penalty 2889.830657 = -646187.262151
  nChanged 7
		SP:Iteration 26Q (5046.150000 sec): 3 clusters
  Score: Raw -649083.034003 + Penalty 2889.830657 = -646193.203346
  nChanged 1
		SP:Iteration 27Q (5046.320000 sec): 3 clusters
  Score: Raw -649083.413033 + Penalty 2889.830657 = -646193.582376
  nChanged 1
		SP:Iteration 28Q (5046.530000 sec): 3 clusters
  Score: Raw -649083.878454 + Penalty 2889.830657 = -646194.047798
  nChanged 1
		SP:Iteration 29Q (5046.740000 sec): 3 clusters
  Score: Raw -649084.522554 + Penalty 2889.830657 = -646194.691897
  nChanged 0
		SP:Iteration 30F (5046.940000 sec): 3 clusters
  Score: Raw -649084.522554 + Penalty 2889.830657 = -646194.691897
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 38 (15789 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5047.150000 sec): 2 clusters
  Score: Raw -1288206.947046 + Penalty 1570.898676 = -1286636.048371
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5047.350000 sec): 3 clusters
  Score: Raw -1278927.351960 + Penalty 3141.797352 = -1275785.554609
  nChanged 6974
		SP:Iteration 1F (5047.660000 sec): 3 clusters
  Score: Raw -1283117.562014 + Penalty 3141.797352 = -1279975.764662
  nChanged 1170
		SP:Iteration 2F (5047.870000 sec): 3 clusters
  Score: Raw -1284039.916074 + Penalty 3141.797352 = -1280898.118722
  nChanged 1196
		SP:Iteration 3F (5048.160000 sec): 3 clusters
  Score: Raw -1285110.130352 + Penalty 3141.797352 = -1281968.333001
  nChanged 1240
		SP:Iteration 4F (5048.420000 sec): 3 clusters
  Score: Raw -1286234.234297 + Penalty 3141.797352 = -1283092.436945
  nChanged 1147
		SP:Iteration 5F (5048.630000 sec): 3 clusters
  Score: Raw -1287212.647907 + Penalty 3141.797352 = -1284070.850556
  nChanged 953
		SP:Iteration 6F (5048.890000 sec): 3 clusters
  Score: Raw -1287903.801701 + Penalty 3141.797352 = -1284762.004349
  nChanged 725
		SP:Iteration 7Q (5049.170000 sec): 3 clusters
  Score: Raw -1288341.595038 + Penalty 3141.797352 = -1285199.797686
  nChanged 538
		SP:Iteration 8Q (5049.430000 sec): 3 clusters
  Score: Raw -1288609.069244 + Penalty 3141.797352 = -1285467.271893
  nChanged 380
		SP:Iteration 9Q (5049.710000 sec): 3 clusters
  Score: Raw -1288777.299033 + Penalty 3141.797352 = -1285635.501682
  nChanged 306
		SP:Iteration 10Q (5049.930000 sec): 3 clusters
  Score: Raw -1288887.532213 + Penalty 3141.797352 = -1285745.734862
  nChanged 232
		SP:Iteration 11Q (5050.210000 sec): 3 clusters
  Score: Raw -1288954.945772 + Penalty 3141.797352 = -1285813.148420
  nChanged 168
		SP:Iteration 12Q (5050.430000 sec): 3 clusters
  Score: Raw -1289000.336268 + Penalty 3141.797352 = -1285858.538917
  nChanged 130
		SP:Iteration 13Q (5050.710000 sec): 3 clusters
  Score: Raw -1289030.187394 + Penalty 3141.797352 = -1285888.390042
  nChanged 103
		SP:Iteration 14Q (5050.960000 sec): 3 clusters
  Score: Raw -1289051.474198 + Penalty 3141.797352 = -1285909.676847
  nChanged 78
		SP:Iteration 15Q (5051.270000 sec): 3 clusters
  Score: Raw -1289066.165107 + Penalty 3141.797352 = -1285924.367755
  nChanged 67
		SP:Iteration 16Q (5051.510000 sec): 3 clusters
  Score: Raw -1289077.582840 + Penalty 3141.797352 = -1285935.785489
  nChanged 60
		SP:Iteration 17Q (5051.770000 sec): 3 clusters
  Score: Raw -1289089.550135 + Penalty 3141.797352 = -1285947.752784
  nChanged 68
		SP:Iteration 18Q (5052.070000 sec): 3 clusters
  Score: Raw -1289103.830107 + Penalty 3141.797352 = -1285962.032755
  nChanged 82
		SP:Iteration 19Q (5052.340000 sec): 3 clusters
  Score: Raw -1289120.119968 + Penalty 3141.797352 = -1285978.322617
  nChanged 81
		SP:Iteration 20F (5052.650000 sec): 3 clusters
  Score: Raw -1289135.897944 + Penalty 3141.797352 = -1285994.100592
  nChanged 60
		SP:Iteration 21Q (5052.910000 sec): 3 clusters
  Score: Raw -1289145.918976 + Penalty 3141.797352 = -1286004.121624
  nChanged 55
		SP:Iteration 22Q (5053.140000 sec): 3 clusters
  Score: Raw -1289155.426615 + Penalty 3141.797352 = -1286013.629264
  nChanged 48
		SP:Iteration 23Q (5053.480000 sec): 3 clusters
  Score: Raw -1289163.577423 + Penalty 3141.797352 = -1286021.780072
  nChanged 53
		SP:Iteration 24Q (5053.730000 sec): 3 clusters
  Score: Raw -1289173.869272 + Penalty 3141.797352 = -1286032.071920
  nChanged 55
		SP:Iteration 25Q (5054.000000 sec): 3 clusters
  Score: Raw -1289184.045256 + Penalty 3141.797352 = -1286042.247904
  nChanged 50
		SP:Iteration 26Q (5054.250000 sec): 3 clusters
  Score: Raw -1289192.633492 + Penalty 3141.797352 = -1286050.836141
  nChanged 48
		SP:Iteration 27Q (5054.470000 sec): 3 clusters
  Score: Raw -1289202.094354 + Penalty 3141.797352 = -1286060.297003
  nChanged 50
		SP:Iteration 28Q (5054.690000 sec): 3 clusters
  Score: Raw -1289211.078828 + Penalty 3141.797352 = -1286069.281476
  nChanged 58
		SP:Iteration 29Q (5054.900000 sec): 3 clusters
  Score: Raw -1289221.787543 + Penalty 3141.797352 = -1286079.990192
  nChanged 53
		SP:Iteration 30Q (5055.180000 sec): 3 clusters
  Score: Raw -1289230.978728 + Penalty 3141.797352 = -1286089.181377
  nChanged 54
		SP:Iteration 31Q (5055.440000 sec): 3 clusters
  Score: Raw -1289240.418529 + Penalty 3141.797352 = -1286098.621177
  nChanged 51
		SP:Iteration 32Q (5055.750000 sec): 3 clusters
  Score: Raw -1289249.813034 + Penalty 3141.797352 = -1286108.015682
  nChanged 47
		SP:Iteration 33Q (5055.990000 sec): 3 clusters
  Score: Raw -1289262.057109 + Penalty 3141.797352 = -1286120.259757
  nChanged 76
		SP:Iteration 34Q (5056.270000 sec): 3 clusters
  Score: Raw -1289283.621957 + Penalty 3141.797352 = -1286141.824606
  nChanged 85
		SP:Iteration 35Q (5056.510000 sec): 3 clusters
  Score: Raw -1289305.130897 + Penalty 3141.797352 = -1286163.333545
  nChanged 87
		SP:Iteration 36Q (5056.850000 sec): 3 clusters
  Score: Raw -1289324.127520 + Penalty 3141.797352 = -1286182.330168
  nChanged 83
		SP:Iteration 37Q (5057.080000 sec): 3 clusters
  Score: Raw -1289341.332310 + Penalty 3141.797352 = -1286199.534958
  nChanged 75
		SP:Iteration 38Q (5057.350000 sec): 3 clusters
  Score: Raw -1289355.362880 + Penalty 3141.797352 = -1286213.565528
  nChanged 66
		SP:Iteration 39Q (5057.620000 sec): 3 clusters
  Score: Raw -1289368.246523 + Penalty 3141.797352 = -1286226.449171
  nChanged 52
		SP:Iteration 40F (5057.870000 sec): 3 clusters
  Score: Raw -1289376.756189 + Penalty 3141.797352 = -1286234.958837
  nChanged 42
		SP:Iteration 41Q (5058.100000 sec): 3 clusters
  Score: Raw -1289382.983136 + Penalty 3141.797352 = -1286241.185784
  nChanged 36
		SP:Iteration 42Q (5058.350000 sec): 3 clusters
  Score: Raw -1289387.074267 + Penalty 3141.797352 = -1286245.276916
  nChanged 35
		SP:Iteration 43Q (5058.650000 sec): 3 clusters
  Score: Raw -1289392.736328 + Penalty 3141.797352 = -1286250.938977
  nChanged 38
		SP:Iteration 44Q (5058.850000 sec): 3 clusters
  Score: Raw -1289398.980409 + Penalty 3141.797352 = -1286257.183057
  nChanged 36
		SP:Iteration 45Q (5059.140000 sec): 3 clusters
  Score: Raw -1289404.919251 + Penalty 3141.797352 = -1286263.121899
  nChanged 29
		SP:Iteration 46Q (5059.350000 sec): 3 clusters
  Score: Raw -1289408.091425 + Penalty 3141.797352 = -1286266.294074
  nChanged 15
		SP:Iteration 47Q (5059.600000 sec): 3 clusters
  Score: Raw -1289410.104879 + Penalty 3141.797352 = -1286268.307527
  nChanged 21
		SP:Iteration 48Q (5059.850000 sec): 3 clusters
  Score: Raw -1289412.675631 + Penalty 3141.797352 = -1286270.878279
  nChanged 18
		SP:Iteration 49Q (5060.130000 sec): 3 clusters
  Score: Raw -1289415.178759 + Penalty 3141.797352 = -1286273.381407
  nChanged 17
		SP:Iteration 50Q (5060.340000 sec): 3 clusters
  Score: Raw -1289417.117181 + Penalty 3141.797352 = -1286275.319829
  nChanged 23
		SP:Iteration 51Q (5060.560000 sec): 3 clusters
  Score: Raw -1289419.915464 + Penalty 3141.797352 = -1286278.118113
  nChanged 22
		SP:Iteration 52Q (5060.850000 sec): 3 clusters
  Score: Raw -1289423.082427 + Penalty 3141.797352 = -1286281.285075
  nChanged 23
		SP:Iteration 53Q (5061.130000 sec): 3 clusters
  Score: Raw -1289425.813756 + Penalty 3141.797352 = -1286284.016404
  nChanged 23
		SP:Iteration 54Q (5061.410000 sec): 3 clusters
  Score: Raw -1289427.983842 + Penalty 3141.797352 = -1286286.186490
  nChanged 15
		SP:Iteration 55Q (5061.610000 sec): 3 clusters
  Score: Raw -1289429.137208 + Penalty 3141.797352 = -1286287.339857
  nChanged 12
		SP:Iteration 56Q (5061.930000 sec): 3 clusters
  Score: Raw -1289430.077297 + Penalty 3141.797352 = -1286288.279946
  nChanged 10
		SP:Iteration 57Q (5062.220000 sec): 3 clusters
  Score: Raw -1289430.768868 + Penalty 3141.797352 = -1286288.971516
  nChanged 8
		SP:Iteration 58Q (5062.480000 sec): 3 clusters
  Score: Raw -1289431.513635 + Penalty 3141.797352 = -1286289.716284
  nChanged 12
		SP:Iteration 59Q (5062.770000 sec): 3 clusters
  Score: Raw -1289433.020866 + Penalty 3141.797352 = -1286291.223514
  nChanged 14
		SP:Iteration 60F (5063.040000 sec): 3 clusters
  Score: Raw -1289434.406211 + Penalty 3141.797352 = -1286292.608859
  nChanged 13
		SP:Iteration 61Q (5063.300000 sec): 3 clusters
  Score: Raw -1289435.830966 + Penalty 3141.797352 = -1286294.033614
  nChanged 15
		SP:Iteration 62Q (5063.610000 sec): 3 clusters
  Score: Raw -1289438.065735 + Penalty 3141.797352 = -1286296.268384
  nChanged 20
		SP:Iteration 63Q (5063.880000 sec): 3 clusters
  Score: Raw -1289440.622887 + Penalty 3141.797352 = -1286298.825535
  nChanged 16
		SP:Iteration 64Q (5064.160000 sec): 3 clusters
  Score: Raw -1289442.326412 + Penalty 3141.797352 = -1286300.529061
  nChanged 14
		SP:Iteration 65Q (5064.410000 sec): 3 clusters
  Score: Raw -1289443.797300 + Penalty 3141.797352 = -1286301.999948
  nChanged 14
		SP:Iteration 66Q (5064.720000 sec): 3 clusters
  Score: Raw -1289445.455247 + Penalty 3141.797352 = -1286303.657895
  nChanged 11
		SP:Iteration 67Q (5064.940000 sec): 3 clusters
  Score: Raw -1289446.527345 + Penalty 3141.797352 = -1286304.729993
  nChanged 9
		SP:Iteration 68Q (5065.230000 sec): 3 clusters
  Score: Raw -1289447.793182 + Penalty 3141.797352 = -1286305.995830
  nChanged 10
		SP:Iteration 69Q (5065.520000 sec): 3 clusters
  Score: Raw -1289449.504120 + Penalty 3141.797352 = -1286307.706768
  nChanged 10
		SP:Iteration 70Q (5065.820000 sec): 3 clusters
  Score: Raw -1289450.953760 + Penalty 3141.797352 = -1286309.156409
  nChanged 10
		SP:Iteration 71Q (5066.040000 sec): 3 clusters
  Score: Raw -1289451.881416 + Penalty 3141.797352 = -1286310.084065
  nChanged 10
		SP:Iteration 72Q (5066.260000 sec): 3 clusters
  Score: Raw -1289452.768407 + Penalty 3141.797352 = -1286310.971055
  nChanged 9
		SP:Iteration 73Q (5066.520000 sec): 3 clusters
  Score: Raw -1289453.461370 + Penalty 3141.797352 = -1286311.664018
  nChanged 10
		SP:Iteration 74Q (5066.740000 sec): 3 clusters
  Score: Raw -1289454.638670 + Penalty 3141.797352 = -1286312.841318
  nChanged 8
		SP:Iteration 75Q (5066.970000 sec): 3 clusters
  Score: Raw -1289455.283100 + Penalty 3141.797352 = -1286313.485748
  nChanged 3
		SP:Iteration 76Q (5067.280000 sec): 3 clusters
  Score: Raw -1289455.677844 + Penalty 3141.797352 = -1286313.880493
  nChanged 4
		SP:Iteration 77Q (5067.520000 sec): 3 clusters
  Score: Raw -1289455.984968 + Penalty 3141.797352 = -1286314.187617
  nChanged 6
		SP:Iteration 78Q (5067.770000 sec): 3 clusters
  Score: Raw -1289456.361739 + Penalty 3141.797352 = -1286314.564388
  nChanged 2
		SP:Iteration 79Q (5068.010000 sec): 3 clusters
  Score: Raw -1289456.573600 + Penalty 3141.797352 = -1286314.776249
  nChanged 4
		SP:Iteration 80F (5068.280000 sec): 3 clusters
  Score: Raw -1289456.971584 + Penalty 3141.797352 = -1286315.174233
  nChanged 3
		SP:Iteration 81Q (5068.530000 sec): 3 clusters
  Score: Raw -1289457.188529 + Penalty 3141.797352 = -1286315.391177
  nChanged 1
		SP:Iteration 82Q (5068.740000 sec): 3 clusters
  Score: Raw -1289457.294285 + Penalty 3141.797352 = -1286315.496933
  nChanged 3
		SP:Iteration 83Q (5069.030000 sec): 3 clusters
  Score: Raw -1289457.580417 + Penalty 3141.797352 = -1286315.783065
  nChanged 5
		SP:Iteration 84Q (5069.260000 sec): 3 clusters
  Score: Raw -1289457.895166 + Penalty 3141.797352 = -1286316.097814
  nChanged 5
		SP:Iteration 85Q (5069.470000 sec): 3 clusters
  Score: Raw -1289458.287582 + Penalty 3141.797352 = -1286316.490231
  nChanged 7
		SP:Iteration 86Q (5069.710000 sec): 3 clusters
  Score: Raw -1289458.811538 + Penalty 3141.797352 = -1286317.014186
  nChanged 8
		SP:Iteration 87Q (5069.950000 sec): 3 clusters
  Score: Raw -1289459.438250 + Penalty 3141.797352 = -1286317.640898
  nChanged 8
		SP:Iteration 88Q (5070.150000 sec): 3 clusters
  Score: Raw -1289460.593453 + Penalty 3141.797352 = -1286318.796102
  nChanged 10
		SP:Iteration 89Q (5070.410000 sec): 3 clusters
  Score: Raw -1289461.263111 + Penalty 3141.797352 = -1286319.465760
  nChanged 1
		SP:Iteration 90Q (5070.660000 sec): 3 clusters
  Score: Raw -1289461.329564 + Penalty 3141.797352 = -1286319.532213
  nChanged 0
		SP:Iteration 91F (5070.880000 sec): 3 clusters
  Score: Raw -1289461.329564 + Penalty 3141.797352 = -1286319.532213
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 39 (4534 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5071.020000 sec): 2 clusters
  Score: Raw -377666.292679 + Penalty 1368.145973 = -376298.146707
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5071.220000 sec): 3 clusters
  Score: Raw -375393.915065 + Penalty 2736.291945 = -372657.623120
  nChanged 1807
		SP:Iteration 1F (5071.410000 sec): 3 clusters
  Score: Raw -376548.493077 + Penalty 2736.291945 = -373812.201131
  nChanged 369
		SP:Iteration 2F (5071.620000 sec): 3 clusters
  Score: Raw -376818.682247 + Penalty 2736.291945 = -374082.390302
  nChanged 299
		SP:Iteration 3F (5071.820000 sec): 3 clusters
  Score: Raw -377088.534216 + Penalty 2736.291945 = -374352.242271
  nChanged 291
		SP:Iteration 4F (5072.030000 sec): 3 clusters
  Score: Raw -377353.523437 + Penalty 2736.291945 = -374617.231492
  nChanged 262
		SP:Iteration 5F (5072.250000 sec): 3 clusters
  Score: Raw -377558.624475 + Penalty 2736.291945 = -374822.332529
  nChanged 225
		SP:Iteration 6Q (5072.420000 sec): 3 clusters
  Score: Raw -377733.865838 + Penalty 2736.291945 = -374997.573893
  nChanged 201
		SP:Iteration 7Q (5072.630000 sec): 3 clusters
  Score: Raw -377891.578160 + Penalty 2736.291945 = -375155.286214
  nChanged 171
		SP:Iteration 8Q (5072.840000 sec): 3 clusters
  Score: Raw -378014.183241 + Penalty 2736.291945 = -375277.891296
  nChanged 145
		SP:Iteration 9Q (5073.100000 sec): 3 clusters
  Score: Raw -378114.038817 + Penalty 2736.291945 = -375377.746872
  nChanged 136
		SP:Iteration 10Q (5073.260000 sec): 3 clusters
  Score: Raw -378213.444813 + Penalty 2736.291945 = -375477.152868
  nChanged 114
		SP:Iteration 11Q (5073.510000 sec): 3 clusters
  Score: Raw -378292.162051 + Penalty 2736.291945 = -375555.870106
  nChanged 67
		SP:Iteration 12Q (5073.700000 sec): 3 clusters
  Score: Raw -378333.909644 + Penalty 2736.291945 = -375597.617699
  nChanged 55
		SP:Iteration 13Q (5073.920000 sec): 3 clusters
  Score: Raw -378369.458407 + Penalty 2736.291945 = -375633.166461
  nChanged 48
		SP:Iteration 14Q (5074.110000 sec): 3 clusters
  Score: Raw -378395.326547 + Penalty 2736.291945 = -375659.034602
  nChanged 38
		SP:Iteration 15Q (5074.300000 sec): 3 clusters
  Score: Raw -378417.537610 + Penalty 2736.291945 = -375681.245665
  nChanged 33
		SP:Iteration 16Q (5074.550000 sec): 3 clusters
  Score: Raw -378430.688134 + Penalty 2736.291945 = -375694.396189
  nChanged 24
		SP:Iteration 17Q (5074.770000 sec): 3 clusters
  Score: Raw -378440.983301 + Penalty 2736.291945 = -375704.691356
  nChanged 25
		SP:Iteration 18Q (5074.980000 sec): 3 clusters
  Score: Raw -378453.265105 + Penalty 2736.291945 = -375716.973160
  nChanged 22
		SP:Iteration 19Q (5075.150000 sec): 3 clusters
  Score: Raw -378464.208008 + Penalty 2736.291945 = -375727.916063
  nChanged 21
		SP:Iteration 20F (5075.360000 sec): 3 clusters
  Score: Raw -378476.705827 + Penalty 2736.291945 = -375740.413882
  nChanged 17
		SP:Iteration 21Q (5075.580000 sec): 3 clusters
  Score: Raw -378484.080606 + Penalty 2736.291945 = -375747.788661
  nChanged 14
		SP:Iteration 22Q (5075.790000 sec): 3 clusters
  Score: Raw -378493.595434 + Penalty 2736.291945 = -375757.303489
  nChanged 15
		SP:Iteration 23Q (5075.960000 sec): 3 clusters
  Score: Raw -378501.459461 + Penalty 2736.291945 = -375765.167515
  nChanged 16
		SP:Iteration 24Q (5076.190000 sec): 3 clusters
  Score: Raw -378511.002554 + Penalty 2736.291945 = -375774.710609
  nChanged 20
		SP:Iteration 25Q (5076.390000 sec): 3 clusters
  Score: Raw -378518.509836 + Penalty 2736.291945 = -375782.217890
  nChanged 6
		SP:Iteration 26Q (5076.590000 sec): 3 clusters
  Score: Raw -378520.745679 + Penalty 2736.291945 = -375784.453733
  nChanged 2
		SP:Iteration 27Q (5076.800000 sec): 3 clusters
  Score: Raw -378521.823730 + Penalty 2736.291945 = -375785.531785
  nChanged 2
		SP:Iteration 28Q (5077.050000 sec): 3 clusters
  Score: Raw -378523.891714 + Penalty 2736.291945 = -375787.599769
  nChanged 3
		SP:Iteration 29Q (5077.210000 sec): 3 clusters
  Score: Raw -378525.484766 + Penalty 2736.291945 = -375789.192821
  nChanged 3
		SP:Iteration 30Q (5077.450000 sec): 3 clusters
  Score: Raw -378526.708028 + Penalty 2736.291945 = -375790.416083
  nChanged 1
		SP:Iteration 31Q (5077.620000 sec): 3 clusters
  Score: Raw -378527.595760 + Penalty 2736.291945 = -375791.303815
  nChanged 0
		SP:Iteration 32F (5077.790000 sec): 3 clusters
  Score: Raw -378527.595760 + Penalty 2736.291945 = -375791.303815
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 40 (43745 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5078.120000 sec): 2 clusters
  Score: Raw -3951383.669331 + Penalty 1736.496547 = -3949647.172783
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5078.500000 sec): 3 clusters
  Score: Raw -3923691.990095 + Penalty 3472.993095 = -3920218.997000
  nChanged 20504
		SP:Iteration 1F (5078.950000 sec): 3 clusters
  Score: Raw -3935673.370216 + Penalty 3472.993095 = -3932200.377121
  nChanged 2285
		SP:Iteration 2F (5079.370000 sec): 3 clusters
  Score: Raw -3936678.463002 + Penalty 3472.993095 = -3933205.469907
  nChanged 2501
		SP:Iteration 3F (5079.800000 sec): 3 clusters
  Score: Raw -3938060.970797 + Penalty 3472.993095 = -3934587.977702
  nChanged 2715
		SP:Iteration 4F (5080.310000 sec): 3 clusters
  Score: Raw -3939900.765533 + Penalty 3472.993095 = -3936427.772438
  nChanged 2967
		SP:Iteration 5F (5080.750000 sec): 3 clusters
  Score: Raw -3942107.113635 + Penalty 3472.993095 = -3938634.120540
  nChanged 2828
		SP:Iteration 6F (5081.130000 sec): 3 clusters
  Score: Raw -3944523.126699 + Penalty 3472.993095 = -3941050.133605
  nChanged 2701
		SP:Iteration 7F (5081.550000 sec): 3 clusters
  Score: Raw -3946965.753282 + Penalty 3472.993095 = -3943492.760187
  nChanged 2253
		SP:Iteration 8F (5081.950000 sec): 3 clusters
  Score: Raw -3948729.955541 + Penalty 3472.993095 = -3945256.962446
  nChanged 1649
		SP:Iteration 9Q (5082.340000 sec): 3 clusters
  Score: Raw -3949775.283666 + Penalty 3472.993095 = -3946302.290571
  nChanged 1172
		SP:Iteration 10Q (5082.710000 sec): 3 clusters
  Score: Raw -3950391.045683 + Penalty 3472.993095 = -3946918.052588
  nChanged 880
		SP:Iteration 11Q (5083.150000 sec): 3 clusters
  Score: Raw -3950796.144479 + Penalty 3472.993095 = -3947323.151385
  nChanged 711
		SP:Iteration 12Q (5083.510000 sec): 3 clusters
  Score: Raw -3951115.456883 + Penalty 3472.993095 = -3947642.463788
  nChanged 637
		SP:Iteration 13Q (5083.970000 sec): 3 clusters
  Score: Raw -3951346.101320 + Penalty 3472.993095 = -3947873.108225
  nChanged 467
		SP:Iteration 14Q (5084.360000 sec): 3 clusters
  Score: Raw -3951465.737409 + Penalty 3472.993095 = -3947992.744314
  nChanged 332
		SP:Iteration 15Q (5084.770000 sec): 3 clusters
  Score: Raw -3951529.967817 + Penalty 3472.993095 = -3948056.974723
  nChanged 230
		SP:Iteration 16Q (5085.190000 sec): 3 clusters
  Score: Raw -3951565.971786 + Penalty 3472.993095 = -3948092.978691
  nChanged 195
		SP:Iteration 17Q (5085.590000 sec): 3 clusters
  Score: Raw -3951589.944870 + Penalty 3472.993095 = -3948116.951775
  nChanged 128
		SP:Iteration 18Q (5085.980000 sec): 3 clusters
  Score: Raw -3951602.232173 + Penalty 3472.993095 = -3948129.239078
  nChanged 114
		SP:Iteration 19Q (5086.450000 sec): 3 clusters
  Score: Raw -3951611.580101 + Penalty 3472.993095 = -3948138.587006
  nChanged 77
		SP:Iteration 20F (5086.840000 sec): 3 clusters
  Score: Raw -3951616.568522 + Penalty 3472.993095 = -3948143.575427
  nChanged 51
		SP:Iteration 21Q (5087.240000 sec): 3 clusters
  Score: Raw -3951619.643476 + Penalty 3472.993095 = -3948146.650381
  nChanged 50
		SP:Iteration 22Q (5087.600000 sec): 3 clusters
  Score: Raw -3951622.022103 + Penalty 3472.993095 = -3948149.029008
  nChanged 42
		SP:Iteration 23Q (5087.960000 sec): 3 clusters
  Score: Raw -3951624.080328 + Penalty 3472.993095 = -3948151.087233
  nChanged 32
		SP:Iteration 24Q (5088.360000 sec): 3 clusters
  Score: Raw -3951625.398405 + Penalty 3472.993095 = -3948152.405310
  nChanged 22
		SP:Iteration 25Q (5088.870000 sec): 3 clusters
  Score: Raw -3951626.112006 + Penalty 3472.993095 = -3948153.118911
  nChanged 15
		SP:Iteration 26Q (5089.280000 sec): 3 clusters
  Score: Raw -3951626.563254 + Penalty 3472.993095 = -3948153.570159
  nChanged 16
		SP:Iteration 27Q (5089.730000 sec): 3 clusters
  Score: Raw -3951627.210887 + Penalty 3472.993095 = -3948154.217792
  nChanged 14
		SP:Iteration 28Q (5090.180000 sec): 3 clusters
  Score: Raw -3951627.638047 + Penalty 3472.993095 = -3948154.644952
  nChanged 16
		SP:Iteration 29Q (5090.570000 sec): 3 clusters
  Score: Raw -3951628.383922 + Penalty 3472.993095 = -3948155.390827
  nChanged 21
		SP:Iteration 30Q (5090.960000 sec): 3 clusters
  Score: Raw -3951628.968990 + Penalty 3472.993095 = -3948155.975895
  nChanged 13
		SP:Iteration 31Q (5091.350000 sec): 3 clusters
  Score: Raw -3951629.443171 + Penalty 3472.993095 = -3948156.450077
  nChanged 18
		SP:Iteration 32Q (5091.730000 sec): 3 clusters
  Score: Raw -3951630.150790 + Penalty 3472.993095 = -3948157.157695
  nChanged 11
		SP:Iteration 33Q (5092.100000 sec): 3 clusters
  Score: Raw -3951630.578691 + Penalty 3472.993095 = -3948157.585596
  nChanged 17
		SP:Iteration 34Q (5092.500000 sec): 3 clusters
  Score: Raw -3951631.251344 + Penalty 3472.993095 = -3948158.258249
  nChanged 15
		SP:Iteration 35Q (5092.870000 sec): 3 clusters
  Score: Raw -3951631.650164 + Penalty 3472.993095 = -3948158.657069
  nChanged 14
		SP:Iteration 36Q (5093.270000 sec): 3 clusters
  Score: Raw -3951632.056083 + Penalty 3472.993095 = -3948159.062988
  nChanged 9
		SP:Iteration 37Q (5093.620000 sec): 3 clusters
  Score: Raw -3951632.283415 + Penalty 3472.993095 = -3948159.290320
  nChanged 6
		SP:Iteration 38Q (5094.000000 sec): 3 clusters
  Score: Raw -3951632.441483 + Penalty 3472.993095 = -3948159.448388
  nChanged 3
		SP:Iteration 39Q (5094.390000 sec): 3 clusters
  Score: Raw -3951632.533651 + Penalty 3472.993095 = -3948159.540556
  nChanged 4
		SP:Iteration 40F (5094.810000 sec): 3 clusters
  Score: Raw -3951632.606355 + Penalty 3472.993095 = -3948159.613260
  nChanged 2
		SP:Iteration 41Q (5095.170000 sec): 3 clusters
  Score: Raw -3951632.689216 + Penalty 3472.993095 = -3948159.696122
  nChanged 3
		SP:Iteration 42Q (5095.570000 sec): 3 clusters
  Score: Raw -3951632.757545 + Penalty 3472.993095 = -3948159.764450
  nChanged 3
		SP:Iteration 43Q (5096.070000 sec): 3 clusters
  Score: Raw -3951632.856743 + Penalty 3472.993095 = -3948159.863648
  nChanged 3
		SP:Iteration 44Q (5096.510000 sec): 3 clusters
  Score: Raw -3951632.945770 + Penalty 3472.993095 = -3948159.952675
  nChanged 2
		SP:Iteration 45Q (5096.900000 sec): 3 clusters
  Score: Raw -3951633.035841 + Penalty 3472.993095 = -3948160.042746
  nChanged 1
		SP:Iteration 46Q (5097.330000 sec): 3 clusters
  Score: Raw -3951633.084005 + Penalty 3472.993095 = -3948160.090910
  nChanged 3
		SP:Iteration 47Q (5097.760000 sec): 3 clusters
  Score: Raw -3951633.181901 + Penalty 3472.993095 = -3948160.188806
  nChanged 2
		SP:Iteration 48Q (5098.120000 sec): 3 clusters
  Score: Raw -3951633.234350 + Penalty 3472.993095 = -3948160.241255
  nChanged 4
		SP:Iteration 49Q (5098.460000 sec): 3 clusters
  Score: Raw -3951633.396741 + Penalty 3472.993095 = -3948160.403646
  nChanged 6
		SP:Iteration 50Q (5098.920000 sec): 3 clusters
  Score: Raw -3951633.591830 + Penalty 3472.993095 = -3948160.598736
  nChanged 4
		SP:Iteration 51Q (5099.340000 sec): 3 clusters
  Score: Raw -3951633.697033 + Penalty 3472.993095 = -3948160.703938
  nChanged 3
		SP:Iteration 52Q (5099.750000 sec): 3 clusters
  Score: Raw -3951633.806269 + Penalty 3472.993095 = -3948160.813174
  nChanged 5
		SP:Iteration 53Q (5100.190000 sec): 3 clusters
  Score: Raw -3951633.933111 + Penalty 3472.993095 = -3948160.940017
  nChanged 1
		SP:Iteration 54Q (5100.560000 sec): 3 clusters
  Score: Raw -3951633.957897 + Penalty 3472.993095 = -3948160.964803
  nChanged 1
		SP:Iteration 55Q (5101.010000 sec): 3 clusters
  Score: Raw -3951634.011565 + Penalty 3472.993095 = -3948161.018470
  nChanged 1
		SP:Iteration 56Q (5101.460000 sec): 3 clusters
  Score: Raw -3951634.024099 + Penalty 3472.993095 = -3948161.031004
  nChanged 1
		SP:Iteration 57Q (5101.880000 sec): 3 clusters
  Score: Raw -3951634.044538 + Penalty 3472.993095 = -3948161.051443
  nChanged 1
		SP:Iteration 58Q (5102.310000 sec): 3 clusters
  Score: Raw -3951634.051418 + Penalty 3472.993095 = -3948161.058323
  nChanged 0
		SP:Iteration 59F (5102.720000 sec): 3 clusters
  Score: Raw -3951634.051418 + Penalty 3472.993095 = -3948161.058323
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 41 (3906 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5102.850000 sec): 2 clusters
  Score: Raw -324723.663909 + Penalty 1343.918731 = -323379.745178
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5103.020000 sec): 3 clusters
  Score: Raw -322794.476565 + Penalty 2687.837461 = -320106.639104
  nChanged 1548
		SP:Iteration 1F (5103.200000 sec): 3 clusters
  Score: Raw -323727.559074 + Penalty 2687.837461 = -321039.721613
  nChanged 346
		SP:Iteration 2F (5103.420000 sec): 3 clusters
  Score: Raw -323977.480407 + Penalty 2687.837461 = -321289.642945
  nChanged 259
		SP:Iteration 3F (5103.640000 sec): 3 clusters
  Score: Raw -324224.318700 + Penalty 2687.837461 = -321536.481239
  nChanged 203
		SP:Iteration 4F (5103.850000 sec): 3 clusters
  Score: Raw -324444.587902 + Penalty 2687.837461 = -321756.750441
  nChanged 216
		SP:Iteration 5F (5104.060000 sec): 3 clusters
  Score: Raw -324620.504784 + Penalty 2687.837461 = -321932.667322
  nChanged 202
		SP:Iteration 6F (5104.260000 sec): 3 clusters
  Score: Raw -324771.974042 + Penalty 2687.837461 = -322084.136581
  nChanged 144
		SP:Iteration 7Q (5104.460000 sec): 3 clusters
  Score: Raw -324876.835111 + Penalty 2687.837461 = -322188.997650
  nChanged 136
		SP:Iteration 8Q (5104.630000 sec): 3 clusters
  Score: Raw -324987.533108 + Penalty 2687.837461 = -322299.695647
  nChanged 125
		SP:Iteration 9Q (5104.870000 sec): 3 clusters
  Score: Raw -325106.573744 + Penalty 2687.837461 = -322418.736283
  nChanged 132
		SP:Iteration 10Q (5105.040000 sec): 3 clusters
  Score: Raw -325241.777233 + Penalty 2687.837461 = -322553.939772
  nChanged 121
		SP:Iteration 11Q (5105.220000 sec): 3 clusters
  Score: Raw -325352.497445 + Penalty 2687.837461 = -322664.659983
  nChanged 113
		SP:Iteration 12Q (5105.490000 sec): 3 clusters
  Score: Raw -325453.974226 + Penalty 2687.837461 = -322766.136765
  nChanged 100
		SP:Iteration 13Q (5105.670000 sec): 3 clusters
  Score: Raw -325540.040950 + Penalty 2687.837461 = -322852.203489
  nChanged 96
		SP:Iteration 14Q (5105.930000 sec): 3 clusters
  Score: Raw -325631.013665 + Penalty 2687.837461 = -322943.176204
  nChanged 91
		SP:Iteration 15Q (5106.140000 sec): 3 clusters
  Score: Raw -325754.548265 + Penalty 2687.837461 = -323066.710804
  nChanged 91
		SP:Iteration 16Q (5106.380000 sec): 3 clusters
  Score: Raw -325907.206620 + Penalty 2687.837461 = -323219.369158
  nChanged 92
		SP:Iteration 17Q (5106.580000 sec): 3 clusters
  Score: Raw -326048.815445 + Penalty 2687.837461 = -323360.977984
  nChanged 72
		SP:Iteration 18Q (5106.780000 sec): 3 clusters
  Score: Raw -326134.230924 + Penalty 2687.837461 = -323446.393462
  nChanged 40
		SP:Iteration 19Q (5106.960000 sec): 3 clusters
  Score: Raw -326171.117474 + Penalty 2687.837461 = -323483.280012
  nChanged 30
		SP:Iteration 20F (5107.200000 sec): 3 clusters
  Score: Raw -326191.259435 + Penalty 2687.837461 = -323503.421974
  nChanged 13
		SP:Iteration 21Q (5107.390000 sec): 3 clusters
  Score: Raw -326200.809888 + Penalty 2687.837461 = -323512.972427
  nChanged 9
		SP:Iteration 22Q (5107.540000 sec): 3 clusters
  Score: Raw -326204.705740 + Penalty 2687.837461 = -323516.868279
  nChanged 5
		SP:Iteration 23Q (5107.720000 sec): 3 clusters
  Score: Raw -326206.258546 + Penalty 2687.837461 = -323518.421085
  nChanged 1
		SP:Iteration 24Q (5107.930000 sec): 3 clusters
  Score: Raw -326206.421217 + Penalty 2687.837461 = -323518.583756
  nChanged 0
		SP:Iteration 25F (5108.140000 sec): 3 clusters
  Score: Raw -326206.421217 + Penalty 2687.837461 = -323518.583756
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 78.
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 42 (2367 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5108.240000 sec): 2 clusters
  Score: Raw -173333.371995 + Penalty 1262.524024 = -172070.847971
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5108.410000 sec): 3 clusters
  Score: Raw -172272.436599 + Penalty 2525.048048 = -169747.388551
  nChanged 893
		SP:Iteration 1F (5108.580000 sec): 3 clusters
  Score: Raw -173020.928772 + Penalty 2525.048048 = -170495.880724
  nChanged 244
		SP:Iteration 2F (5108.770000 sec): 3 clusters
  Score: Raw -173329.163571 + Penalty 2525.048048 = -170804.115523
  nChanged 192
		SP:Iteration 3F (5108.980000 sec): 3 clusters
  Score: Raw -173630.878429 + Penalty 2525.048048 = -171105.830381
  nChanged 159
		SP:Iteration 4F (5109.150000 sec): 3 clusters
  Score: Raw -173864.567073 + Penalty 2525.048048 = -171339.519025
  nChanged 125
		SP:Iteration 5F (5109.340000 sec): 3 clusters
  Score: Raw -174078.699535 + Penalty 2525.048048 = -171553.651487
  nChanged 125
		SP:Iteration 6F (5109.550000 sec): 3 clusters
  Score: Raw -174284.270883 + Penalty 2525.048048 = -171759.222834
  nChanged 119
		SP:Iteration 7F (5109.760000 sec): 3 clusters
  Score: Raw -174442.732163 + Penalty 2525.048048 = -171917.684115
  nChanged 77
		SP:Iteration 8Q (5109.970000 sec): 3 clusters
  Score: Raw -174519.446066 + Penalty 2525.048048 = -171994.398018
  nChanged 60
		SP:Iteration 9Q (5110.190000 sec): 3 clusters
  Score: Raw -174581.917853 + Penalty 2525.048048 = -172056.869805
  nChanged 39
		SP:Iteration 10Q (5110.400000 sec): 3 clusters
  Score: Raw -174624.705838 + Penalty 2525.048048 = -172099.657789
  nChanged 36
		SP:Iteration 11Q (5110.570000 sec): 3 clusters
  Score: Raw -174655.788393 + Penalty 2525.048048 = -172130.740345
  nChanged 27
		SP:Iteration 12Q (5110.780000 sec): 3 clusters
  Score: Raw -174681.626044 + Penalty 2525.048048 = -172156.577996
  nChanged 24
		SP:Iteration 13Q (5110.990000 sec): 3 clusters
  Score: Raw -174700.909700 + Penalty 2525.048048 = -172175.861651
  nChanged 20
		SP:Iteration 14Q (5111.170000 sec): 3 clusters
  Score: Raw -174717.442819 + Penalty 2525.048048 = -172192.394771
  nChanged 9
		SP:Iteration 15Q (5111.350000 sec): 3 clusters
  Score: Raw -174727.736737 + Penalty 2525.048048 = -172202.688689
  nChanged 13
		SP:Iteration 16Q (5111.580000 sec): 3 clusters
  Score: Raw -174733.132416 + Penalty 2525.048048 = -172208.084368
  nChanged 10
		SP:Iteration 17Q (5111.790000 sec): 3 clusters
  Score: Raw -174740.927331 + Penalty 2525.048048 = -172215.879283
  nChanged 7
		SP:Iteration 18Q (5111.950000 sec): 3 clusters
  Score: Raw -174745.929619 + Penalty 2525.048048 = -172220.881571
  nChanged 7
		SP:Iteration 19Q (5112.150000 sec): 3 clusters
  Score: Raw -174751.252258 + Penalty 2525.048048 = -172226.204209
  nChanged 9
		SP:Iteration 20F (5112.250000 sec): 3 clusters
  Score: Raw -174760.674823 + Penalty 2525.048048 = -172235.626774
  nChanged 15
		SP:Iteration 21Q (5112.390000 sec): 3 clusters
  Score: Raw -174768.701069 + Penalty 2525.048048 = -172243.653021
  nChanged 10
		SP:Iteration 22Q (5112.560000 sec): 3 clusters
  Score: Raw -174774.439335 + Penalty 2525.048048 = -172249.391287
  nChanged 7
		SP:Iteration 23Q (5112.770000 sec): 3 clusters
  Score: Raw -174778.191414 + Penalty 2525.048048 = -172253.143366
  nChanged 7
		SP:Iteration 24Q (5112.950000 sec): 3 clusters
  Score: Raw -174782.792313 + Penalty 2525.048048 = -172257.744265
  nChanged 8
		SP:Iteration 25Q (5113.190000 sec): 3 clusters
  Score: Raw -174787.144064 + Penalty 2525.048048 = -172262.096016
  nChanged 5
		SP:Iteration 26Q (5113.410000 sec): 3 clusters
  Score: Raw -174789.115552 + Penalty 2525.048048 = -172264.067504
  nChanged 3
		SP:Iteration 27Q (5113.610000 sec): 3 clusters
  Score: Raw -174790.758047 + Penalty 2525.048048 = -172265.709999
  nChanged 4
		SP:Iteration 28Q (5113.770000 sec): 3 clusters
  Score: Raw -174793.281011 + Penalty 2525.048048 = -172268.232963
  nChanged 3
		SP:Iteration 29Q (5113.960000 sec): 3 clusters
  Score: Raw -174794.455133 + Penalty 2525.048048 = -172269.407085
  nChanged 2
		SP:Iteration 30Q (5114.150000 sec): 3 clusters
  Score: Raw -174795.519766 + Penalty 2525.048048 = -172270.471718
  nChanged 1
		SP:Iteration 31Q (5114.310000 sec): 3 clusters
  Score: Raw -174795.772363 + Penalty 2525.048048 = -172270.724314
  nChanged 1
		SP:Iteration 32Q (5114.490000 sec): 3 clusters
  Score: Raw -174796.353301 + Penalty 2525.048048 = -172271.305253
  nChanged 0
		SP:Iteration 33F (5114.670000 sec): 3 clusters
  Score: Raw -174796.353301 + Penalty 2525.048048 = -172271.305253
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 79.
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 43 (3351 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5114.810000 sec): 2 clusters
  Score: Raw -270150.088964 + Penalty 1319.014789 = -268831.074175
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5114.980000 sec): 3 clusters
  Score: Raw -268535.059999 + Penalty 2638.029579 = -265897.030421
  nChanged 1317
		SP:Iteration 1F (5115.180000 sec): 3 clusters
  Score: Raw -269553.383245 + Penalty 2638.029579 = -266915.353667
  nChanged 342
		SP:Iteration 2F (5115.410000 sec): 3 clusters
  Score: Raw -269907.232965 + Penalty 2638.029579 = -267269.203386
  nChanged 262
		SP:Iteration 3F (5115.590000 sec): 3 clusters
  Score: Raw -270211.768587 + Penalty 2638.029579 = -267573.739009
  nChanged 236
		SP:Iteration 4F (5115.780000 sec): 3 clusters
  Score: Raw -270481.083092 + Penalty 2638.029579 = -267843.053514
  nChanged 194
		SP:Iteration 5F (5115.940000 sec): 3 clusters
  Score: Raw -270659.249758 + Penalty 2638.029579 = -268021.220180
  nChanged 138
		SP:Iteration 6Q (5116.130000 sec): 3 clusters
  Score: Raw -270783.434883 + Penalty 2638.029579 = -268145.405304
  nChanged 98
		SP:Iteration 7Q (5116.310000 sec): 3 clusters
  Score: Raw -270878.582541 + Penalty 2638.029579 = -268240.552963
  nChanged 81
		SP:Iteration 8Q (5116.510000 sec): 3 clusters
  Score: Raw -270962.025989 + Penalty 2638.029579 = -268323.996411
  nChanged 75
		SP:Iteration 9Q (5116.700000 sec): 3 clusters
  Score: Raw -271043.935629 + Penalty 2638.029579 = -268405.906051
  nChanged 53
		SP:Iteration 10Q (5116.910000 sec): 3 clusters
  Score: Raw -271109.113364 + Penalty 2638.029579 = -268471.083785
  nChanged 51
		SP:Iteration 11Q (5117.090000 sec): 3 clusters
  Score: Raw -271181.150481 + Penalty 2638.029579 = -268543.120903
  nChanged 40
		SP:Iteration 12Q (5117.290000 sec): 3 clusters
  Score: Raw -271235.183464 + Penalty 2638.029579 = -268597.153886
  nChanged 38
		SP:Iteration 13Q (5117.520000 sec): 3 clusters
  Score: Raw -271302.049255 + Penalty 2638.029579 = -268664.019677
  nChanged 34
		SP:Iteration 14Q (5117.730000 sec): 3 clusters
  Score: Raw -271391.639212 + Penalty 2638.029579 = -268753.609633
  nChanged 37
		SP:Iteration 15Q (5117.920000 sec): 3 clusters
  Score: Raw -271477.252277 + Penalty 2638.029579 = -268839.222698
  nChanged 39
		SP:Iteration 16Q (5118.110000 sec): 3 clusters
  Score: Raw -271516.817162 + Penalty 2638.029579 = -268878.787584
  nChanged 22
		SP:Iteration 17Q (5118.280000 sec): 3 clusters
  Score: Raw -271529.642898 + Penalty 2638.029579 = -268891.613319
  nChanged 12
		SP:Iteration 18Q (5118.470000 sec): 3 clusters
  Score: Raw -271539.642587 + Penalty 2638.029579 = -268901.613009
  nChanged 10
		SP:Iteration 19Q (5118.670000 sec): 3 clusters
  Score: Raw -271550.736894 + Penalty 2638.029579 = -268912.707315
  nChanged 12
		SP:Iteration 20F (5118.850000 sec): 3 clusters
  Score: Raw -271562.697852 + Penalty 2638.029579 = -268924.668274
  nChanged 9
		SP:Iteration 21Q (5119.080000 sec): 3 clusters
  Score: Raw -271568.057515 + Penalty 2638.029579 = -268930.027936
  nChanged 6
		SP:Iteration 22Q (5119.270000 sec): 3 clusters
  Score: Raw -271569.922087 + Penalty 2638.029579 = -268931.892509
  nChanged 4
		SP:Iteration 23Q (5119.420000 sec): 3 clusters
  Score: Raw -271571.810762 + Penalty 2638.029579 = -268933.781183
  nChanged 3
		SP:Iteration 24Q (5119.660000 sec): 3 clusters
  Score: Raw -271573.372002 + Penalty 2638.029579 = -268935.342423
  nChanged 0
		SP:Iteration 25F (5119.830000 sec): 3 clusters
  Score: Raw -271573.372002 + Penalty 2638.029579 = -268935.342423
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 80.
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 44 (9744 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5119.990000 sec): 2 clusters
  Score: Raw -776929.479124 + Penalty 1492.466136 = -775437.012988
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5120.210000 sec): 3 clusters
  Score: Raw -771507.978619 + Penalty 2984.932272 = -768523.046347
  nChanged 4119
		SP:Iteration 1F (5120.480000 sec): 3 clusters
  Score: Raw -774270.491787 + Penalty 2984.932272 = -771285.559515
  nChanged 909
		SP:Iteration 2F (5120.750000 sec): 3 clusters
  Score: Raw -775246.097400 + Penalty 2984.932272 = -772261.165128
  nChanged 914
		SP:Iteration 3F (5120.970000 sec): 3 clusters
  Score: Raw -776605.223162 + Penalty 2984.932272 = -773620.290890
  nChanged 911
		SP:Iteration 4F (5121.240000 sec): 3 clusters
  Score: Raw -778170.836414 + Penalty 2984.932272 = -775185.904142
  nChanged 759
		SP:Iteration 5F (5121.490000 sec): 3 clusters
  Score: Raw -779160.540590 + Penalty 2984.932272 = -776175.608318
  nChanged 476
		SP:Iteration 6Q (5121.730000 sec): 3 clusters
  Score: Raw -779535.742003 + Penalty 2984.932272 = -776550.809732
  nChanged 292
		SP:Iteration 7Q (5121.950000 sec): 3 clusters
  Score: Raw -779669.544426 + Penalty 2984.932272 = -776684.612154
  nChanged 170
		SP:Iteration 8Q (5122.170000 sec): 3 clusters
  Score: Raw -779738.494256 + Penalty 2984.932272 = -776753.561984
  nChanged 105
		SP:Iteration 9Q (5122.380000 sec): 3 clusters
  Score: Raw -779780.614633 + Penalty 2984.932272 = -776795.682362
  nChanged 81
		SP:Iteration 10Q (5122.600000 sec): 3 clusters
  Score: Raw -779805.882670 + Penalty 2984.932272 = -776820.950398
  nChanged 73
		SP:Iteration 11Q (5122.830000 sec): 3 clusters
  Score: Raw -779829.301467 + Penalty 2984.932272 = -776844.369195
  nChanged 70
		SP:Iteration 12Q (5123.070000 sec): 3 clusters
  Score: Raw -779855.126551 + Penalty 2984.932272 = -776870.194279
  nChanged 66
		SP:Iteration 13Q (5123.270000 sec): 3 clusters
  Score: Raw -779871.452813 + Penalty 2984.932272 = -776886.520541
  nChanged 56
		SP:Iteration 14Q (5123.520000 sec): 3 clusters
  Score: Raw -779885.533052 + Penalty 2984.932272 = -776900.600780
  nChanged 49
		SP:Iteration 15Q (5123.740000 sec): 3 clusters
  Score: Raw -779897.202435 + Penalty 2984.932272 = -776912.270163
  nChanged 46
		SP:Iteration 16Q (5124.000000 sec): 3 clusters
  Score: Raw -779907.805599 + Penalty 2984.932272 = -776922.873328
  nChanged 39
		SP:Iteration 17Q (5124.220000 sec): 3 clusters
  Score: Raw -779916.628690 + Penalty 2984.932272 = -776931.696418
  nChanged 38
		SP:Iteration 18Q (5124.450000 sec): 3 clusters
  Score: Raw -779927.528484 + Penalty 2984.932272 = -776942.596212
  nChanged 39
		SP:Iteration 19Q (5124.700000 sec): 3 clusters
  Score: Raw -779937.393555 + Penalty 2984.932272 = -776952.461283
  nChanged 40
		SP:Iteration 20F (5124.960000 sec): 3 clusters
  Score: Raw -779946.857477 + Penalty 2984.932272 = -776961.925205
  nChanged 43
		SP:Iteration 21Q (5125.180000 sec): 3 clusters
  Score: Raw -779958.058505 + Penalty 2984.932272 = -776973.126233
  nChanged 52
		SP:Iteration 22Q (5125.430000 sec): 3 clusters
  Score: Raw -779971.368398 + Penalty 2984.932272 = -776986.436127
  nChanged 37
		SP:Iteration 23Q (5125.610000 sec): 3 clusters
  Score: Raw -779980.845464 + Penalty 2984.932272 = -776995.913193
  nChanged 40
		SP:Iteration 24Q (5125.850000 sec): 3 clusters
  Score: Raw -779993.327475 + Penalty 2984.932272 = -777008.395203
  nChanged 41
		SP:Iteration 25Q (5126.040000 sec): 3 clusters
  Score: Raw -780004.601266 + Penalty 2984.932272 = -777019.668994
  nChanged 43
		SP:Iteration 26Q (5126.280000 sec): 3 clusters
  Score: Raw -780016.236587 + Penalty 2984.932272 = -777031.304316
  nChanged 40
		SP:Iteration 27Q (5126.500000 sec): 3 clusters
  Score: Raw -780025.730357 + Penalty 2984.932272 = -777040.798085
  nChanged 41
		SP:Iteration 28Q (5126.750000 sec): 3 clusters
  Score: Raw -780037.423121 + Penalty 2984.932272 = -777052.490849
  nChanged 35
		SP:Iteration 29Q (5127.030000 sec): 3 clusters
  Score: Raw -780047.757485 + Penalty 2984.932272 = -777062.825214
  nChanged 42
		SP:Iteration 30Q (5127.240000 sec): 3 clusters
  Score: Raw -780061.008113 + Penalty 2984.932272 = -777076.075841
  nChanged 49
		SP:Iteration 31Q (5127.470000 sec): 3 clusters
  Score: Raw -780080.868366 + Penalty 2984.932272 = -777095.936095
  nChanged 46
		SP:Iteration 32Q (5127.670000 sec): 3 clusters
  Score: Raw -780101.824939 + Penalty 2984.932272 = -777116.892667
  nChanged 64
		SP:Iteration 33Q (5127.890000 sec): 3 clusters
  Score: Raw -780140.810472 + Penalty 2984.932272 = -777155.878200
  nChanged 75
		SP:Iteration 34Q (5128.120000 sec): 3 clusters
  Score: Raw -780185.905883 + Penalty 2984.932272 = -777200.973611
  nChanged 73
		SP:Iteration 35Q (5128.380000 sec): 3 clusters
  Score: Raw -780230.946592 + Penalty 2984.932272 = -777246.014321
  nChanged 91
		SP:Iteration 36Q (5128.590000 sec): 3 clusters
  Score: Raw -780294.150168 + Penalty 2984.932272 = -777309.217896
  nChanged 83
		SP:Iteration 37Q (5128.810000 sec): 3 clusters
  Score: Raw -780344.013454 + Penalty 2984.932272 = -777359.081182
  nChanged 79
		SP:Iteration 38Q (5129.050000 sec): 3 clusters
  Score: Raw -780374.916490 + Penalty 2984.932272 = -777389.984219
  nChanged 58
		SP:Iteration 39Q (5129.280000 sec): 3 clusters
  Score: Raw -780404.927465 + Penalty 2984.932272 = -777419.995193
  nChanged 66
		SP:Iteration 40F (5129.510000 sec): 3 clusters
  Score: Raw -780440.424570 + Penalty 2984.932272 = -777455.492299
  nChanged 54
		SP:Iteration 41Q (5129.750000 sec): 3 clusters
  Score: Raw -780481.308629 + Penalty 2984.932272 = -777496.376357
  nChanged 58
		SP:Iteration 42Q (5129.980000 sec): 3 clusters
  Score: Raw -780536.735967 + Penalty 2984.932272 = -777551.803695
  nChanged 68
		SP:Iteration 43Q (5130.190000 sec): 3 clusters
  Score: Raw -780624.940904 + Penalty 2984.932272 = -777640.008632
  nChanged 91
		SP:Iteration 44Q (5130.410000 sec): 3 clusters
  Score: Raw -780760.642977 + Penalty 2984.932272 = -777775.710706
  nChanged 94
		SP:Iteration 45Q (5130.610000 sec): 3 clusters
  Score: Raw -780927.328598 + Penalty 2984.932272 = -777942.396326
  nChanged 94
		SP:Iteration 46Q (5130.870000 sec): 3 clusters
  Score: Raw -780999.553679 + Penalty 2984.932272 = -778014.621407
  nChanged 69
		SP:Iteration 47Q (5131.120000 sec): 3 clusters
  Score: Raw -781039.691408 + Penalty 2984.932272 = -778054.759136
  nChanged 61
		SP:Iteration 48Q (5131.320000 sec): 3 clusters
  Score: Raw -781069.860187 + Penalty 2984.932272 = -778084.927916
  nChanged 50
		SP:Iteration 49Q (5131.560000 sec): 3 clusters
  Score: Raw -781095.448128 + Penalty 2984.932272 = -778110.515857
  nChanged 57
		SP:Iteration 50Q (5131.740000 sec): 3 clusters
  Score: Raw -781136.817146 + Penalty 2984.932272 = -778151.884875
  nChanged 61
		SP:Iteration 51Q (5131.910000 sec): 3 clusters
  Score: Raw -781188.249371 + Penalty 2984.932272 = -778203.317099
  nChanged 69
		SP:Iteration 52Q (5132.100000 sec): 3 clusters
  Score: Raw -781244.522905 + Penalty 2984.932272 = -778259.590634
  nChanged 61
		SP:Iteration 53Q (5132.320000 sec): 3 clusters
  Score: Raw -781282.526419 + Penalty 2984.932272 = -778297.594147
  nChanged 41
		SP:Iteration 54Q (5132.530000 sec): 3 clusters
  Score: Raw -781297.994341 + Penalty 2984.932272 = -778313.062069
  nChanged 27
		SP:Iteration 55Q (5132.720000 sec): 3 clusters
  Score: Raw -781304.560129 + Penalty 2984.932272 = -778319.627858
  nChanged 21
		SP:Iteration 56Q (5132.970000 sec): 3 clusters
  Score: Raw -781313.344238 + Penalty 2984.932272 = -778328.411966
  nChanged 15
		SP:Iteration 57Q (5133.230000 sec): 3 clusters
  Score: Raw -781321.774871 + Penalty 2984.932272 = -778336.842599
  nChanged 14
		SP:Iteration 58Q (5133.460000 sec): 3 clusters
  Score: Raw -781324.540996 + Penalty 2984.932272 = -778339.608725
  nChanged 11
		SP:Iteration 59Q (5133.660000 sec): 3 clusters
  Score: Raw -781330.571226 + Penalty 2984.932272 = -778345.638954
  nChanged 7
		SP:Iteration 60F (5133.910000 sec): 3 clusters
  Score: Raw -781360.573013 + Penalty 2984.932272 = -778375.640741
  nChanged 26
		SP:Iteration 61Q (5134.100000 sec): 3 clusters
  Score: Raw -781387.070092 + Penalty 2984.932272 = -778402.137820
  nChanged 36
		SP:Iteration 62Q (5134.300000 sec): 3 clusters
  Score: Raw -781405.085152 + Penalty 2984.932272 = -778420.152881
  nChanged 32
		SP:Iteration 63Q (5134.490000 sec): 3 clusters
  Score: Raw -781412.560300 + Penalty 2984.932272 = -778427.628029
  nChanged 14
		SP:Iteration 64Q (5134.710000 sec): 3 clusters
  Score: Raw -781415.117501 + Penalty 2984.932272 = -778430.185229
  nChanged 8
		SP:Iteration 65Q (5134.970000 sec): 3 clusters
  Score: Raw -781416.484810 + Penalty 2984.932272 = -778431.552538
  nChanged 6
		SP:Iteration 66Q (5135.170000 sec): 3 clusters
  Score: Raw -781417.475858 + Penalty 2984.932272 = -778432.543586
  nChanged 0
		SP:Iteration 67F (5135.380000 sec): 3 clusters
  Score: Raw -781417.475858 + Penalty 2984.932272 = -778432.543586
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 81.
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 45 (5269 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5135.490000 sec): 2 clusters
  Score: Raw -498315.116560 + Penalty 1392.559329 = -496922.557231
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5135.720000 sec): 3 clusters
  Score: Raw -495637.025232 + Penalty 2785.118658 = -492851.906574
  nChanged 2152
		SP:Iteration 1F (5135.920000 sec): 3 clusters
  Score: Raw -496824.088491 + Penalty 2785.118658 = -494038.969833
  nChanged 356
		SP:Iteration 2F (5136.150000 sec): 3 clusters
  Score: Raw -497017.476543 + Penalty 2785.118658 = -494232.357885
  nChanged 272
		SP:Iteration 3F (5136.390000 sec): 3 clusters
  Score: Raw -497156.584533 + Penalty 2785.118658 = -494371.465875
  nChanged 239
		SP:Iteration 4Q (5136.570000 sec): 3 clusters
  Score: Raw -497287.399013 + Penalty 2785.118658 = -494502.280355
  nChanged 227
		SP:Iteration 5Q (5136.790000 sec): 3 clusters
  Score: Raw -497420.958477 + Penalty 2785.118658 = -494635.839819
  nChanged 236
		SP:Iteration 6Q (5137.050000 sec): 3 clusters
  Score: Raw -497572.499256 + Penalty 2785.118658 = -494787.380598
  nChanged 219
		SP:Iteration 7Q (5137.220000 sec): 3 clusters
  Score: Raw -497722.664843 + Penalty 2785.118658 = -494937.546185
  nChanged 244
		SP:Iteration 8Q (5137.430000 sec): 3 clusters
  Score: Raw -497922.603442 + Penalty 2785.118658 = -495137.484785
  nChanged 230
		SP:Iteration 9Q (5137.610000 sec): 3 clusters
  Score: Raw -498108.322703 + Penalty 2785.118658 = -495323.204045
  nChanged 186
		SP:Iteration 10Q (5137.810000 sec): 3 clusters
  Score: Raw -498245.829950 + Penalty 2785.118658 = -495460.711292
  nChanged 141
		SP:Iteration 11Q (5138.000000 sec): 3 clusters
  Score: Raw -498351.720564 + Penalty 2785.118658 = -495566.601906
  nChanged 98
		SP:Iteration 12Q (5138.210000 sec): 3 clusters
  Score: Raw -498416.263066 + Penalty 2785.118658 = -495631.144408
  nChanged 85
		SP:Iteration 13Q (5138.440000 sec): 3 clusters
  Score: Raw -498470.307201 + Penalty 2785.118658 = -495685.188543
  nChanged 61
		SP:Iteration 14Q (5138.620000 sec): 3 clusters
  Score: Raw -498512.064690 + Penalty 2785.118658 = -495726.946032
  nChanged 44
		SP:Iteration 15Q (5138.850000 sec): 3 clusters
  Score: Raw -498537.859304 + Penalty 2785.118658 = -495752.740646
  nChanged 24
		SP:Iteration 16Q (5139.030000 sec): 3 clusters
  Score: Raw -498549.426485 + Penalty 2785.118658 = -495764.307827
  nChanged 18
		SP:Iteration 17Q (5139.300000 sec): 3 clusters
  Score: Raw -498558.373558 + Penalty 2785.118658 = -495773.254900
  nChanged 15
		SP:Iteration 18Q (5139.470000 sec): 3 clusters
  Score: Raw -498566.808602 + Penalty 2785.118658 = -495781.689944
  nChanged 13
		SP:Iteration 19Q (5139.690000 sec): 3 clusters
  Score: Raw -498573.495519 + Penalty 2785.118658 = -495788.376861
  nChanged 10
		SP:Iteration 20F (5139.900000 sec): 3 clusters
  Score: Raw -498578.542961 + Penalty 2785.118658 = -495793.424303
  nChanged 3
		SP:Iteration 21Q (5140.100000 sec): 3 clusters
  Score: Raw -498580.364453 + Penalty 2785.118658 = -495795.245795
  nChanged 4
		SP:Iteration 22Q (5140.300000 sec): 3 clusters
  Score: Raw -498581.805250 + Penalty 2785.118658 = -495796.686592
  nChanged 2
		SP:Iteration 23Q (5140.490000 sec): 3 clusters
  Score: Raw -498582.757700 + Penalty 2785.118658 = -495797.639042
  nChanged 4
		SP:Iteration 24Q (5140.730000 sec): 3 clusters
  Score: Raw -498584.898176 + Penalty 2785.118658 = -495799.779519
  nChanged 3
		SP:Iteration 25Q (5140.940000 sec): 3 clusters
  Score: Raw -498586.151069 + Penalty 2785.118658 = -495801.032411
  nChanged 3
		SP:Iteration 26Q (5141.130000 sec): 3 clusters
  Score: Raw -498588.431366 + Penalty 2785.118658 = -495803.312708
  nChanged 2
		SP:Iteration 27Q (5141.330000 sec): 3 clusters
  Score: Raw -498589.033340 + Penalty 2785.118658 = -495803.914683
  nChanged 0
		SP:Iteration 28F (5141.530000 sec): 3 clusters
  Score: Raw -498589.033340 + Penalty 2785.118658 = -495803.914683
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 46 (14532 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5141.690000 sec): 2 clusters
  Score: Raw -1274010.024892 + Penalty 1557.417614 = -1272452.607278
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5141.950000 sec): 3 clusters
  Score: Raw -1265467.126265 + Penalty 3114.835228 = -1262352.291037
  nChanged 6503
		SP:Iteration 1F (5142.190000 sec): 3 clusters
  Score: Raw -1269134.748379 + Penalty 3114.835228 = -1266019.913151
  nChanged 1006
		SP:Iteration 2F (5142.400000 sec): 3 clusters
  Score: Raw -1269790.395398 + Penalty 3114.835228 = -1266675.560170
  nChanged 997
		SP:Iteration 3F (5142.630000 sec): 3 clusters
  Score: Raw -1270549.693960 + Penalty 3114.835228 = -1267434.858732
  nChanged 1055
		SP:Iteration 4F (5142.880000 sec): 3 clusters
  Score: Raw -1271348.704517 + Penalty 3114.835228 = -1268233.869289
  nChanged 999
		SP:Iteration 5F (5143.130000 sec): 3 clusters
  Score: Raw -1272025.126881 + Penalty 3114.835228 = -1268910.291653
  nChanged 820
		SP:Iteration 6F (5143.390000 sec): 3 clusters
  Score: Raw -1272550.226536 + Penalty 3114.835228 = -1269435.391308
  nChanged 746
		SP:Iteration 7F (5143.650000 sec): 3 clusters
  Score: Raw -1273005.781824 + Penalty 3114.835228 = -1269890.946597
  nChanged 598
		SP:Iteration 8Q (5143.910000 sec): 3 clusters
  Score: Raw -1273313.945693 + Penalty 3114.835228 = -1270199.110465
  nChanged 458
		SP:Iteration 9Q (5144.170000 sec): 3 clusters
  Score: Raw -1273525.081798 + Penalty 3114.835228 = -1270410.246570
  nChanged 343
		SP:Iteration 10Q (5144.470000 sec): 3 clusters
  Score: Raw -1273686.691992 + Penalty 3114.835228 = -1270571.856764
  nChanged 312
		SP:Iteration 11Q (5144.690000 sec): 3 clusters
  Score: Raw -1273822.527869 + Penalty 3114.835228 = -1270707.692641
  nChanged 257
		SP:Iteration 12Q (5144.980000 sec): 3 clusters
  Score: Raw -1273942.180302 + Penalty 3114.835228 = -1270827.345075
  nChanged 247
		SP:Iteration 13Q (5145.220000 sec): 3 clusters
  Score: Raw -1274059.457986 + Penalty 3114.835228 = -1270944.622758
  nChanged 242
		SP:Iteration 14Q (5145.490000 sec): 3 clusters
  Score: Raw -1274193.113663 + Penalty 3114.835228 = -1271078.278435
  nChanged 242
		SP:Iteration 15Q (5145.790000 sec): 3 clusters
  Score: Raw -1274329.786660 + Penalty 3114.835228 = -1271214.951432
  nChanged 247
		SP:Iteration 16Q (5146.070000 sec): 3 clusters
  Score: Raw -1274457.635548 + Penalty 3114.835228 = -1271342.800320
  nChanged 216
		SP:Iteration 17Q (5146.340000 sec): 3 clusters
  Score: Raw -1274553.287156 + Penalty 3114.835228 = -1271438.451929
  nChanged 200
		SP:Iteration 18Q (5146.570000 sec): 3 clusters
  Score: Raw -1274652.990885 + Penalty 3114.835228 = -1271538.155657
  nChanged 190
		SP:Iteration 19Q (5146.830000 sec): 3 clusters
  Score: Raw -1274745.332359 + Penalty 3114.835228 = -1271630.497131
  nChanged 196
		SP:Iteration 20F (5147.060000 sec): 3 clusters
  Score: Raw -1274869.854490 + Penalty 3114.835228 = -1271755.019262
  nChanged 184
		SP:Iteration 21Q (5147.320000 sec): 3 clusters
  Score: Raw -1274992.249987 + Penalty 3114.835228 = -1271877.414759
  nChanged 180
		SP:Iteration 22Q (5147.580000 sec): 3 clusters
  Score: Raw -1275124.810059 + Penalty 3114.835228 = -1272009.974831
  nChanged 181
		SP:Iteration 23Q (5147.800000 sec): 3 clusters
  Score: Raw -1275274.866746 + Penalty 3114.835228 = -1272160.031518
  nChanged 174
		SP:Iteration 24Q (5148.080000 sec): 3 clusters
  Score: Raw -1275407.831158 + Penalty 3114.835228 = -1272292.995930
  nChanged 176
		SP:Iteration 25Q (5148.340000 sec): 3 clusters
  Score: Raw -1275521.150011 + Penalty 3114.835228 = -1272406.314783
  nChanged 136
		SP:Iteration 26Q (5148.590000 sec): 3 clusters
  Score: Raw -1275598.275420 + Penalty 3114.835228 = -1272483.440192
  nChanged 121
		SP:Iteration 27Q (5148.840000 sec): 3 clusters
  Score: Raw -1275669.979266 + Penalty 3114.835228 = -1272555.144038
  nChanged 103
		SP:Iteration 28Q (5149.050000 sec): 3 clusters
  Score: Raw -1275732.137320 + Penalty 3114.835228 = -1272617.302092
  nChanged 90
		SP:Iteration 29Q (5149.270000 sec): 3 clusters
  Score: Raw -1275786.942714 + Penalty 3114.835228 = -1272672.107487
  nChanged 86
		SP:Iteration 30Q (5149.510000 sec): 3 clusters
  Score: Raw -1275836.571848 + Penalty 3114.835228 = -1272721.736620
  nChanged 73
		SP:Iteration 31Q (5149.770000 sec): 3 clusters
  Score: Raw -1275874.506830 + Penalty 3114.835228 = -1272759.671602
  nChanged 59
		SP:Iteration 32Q (5150.020000 sec): 3 clusters
  Score: Raw -1275901.940165 + Penalty 3114.835228 = -1272787.104938
  nChanged 61
		SP:Iteration 33Q (5150.330000 sec): 3 clusters
  Score: Raw -1275927.530599 + Penalty 3114.835228 = -1272812.695371
  nChanged 44
		SP:Iteration 34Q (5150.570000 sec): 3 clusters
  Score: Raw -1275943.412104 + Penalty 3114.835228 = -1272828.576876
  nChanged 40
		SP:Iteration 35Q (5150.810000 sec): 3 clusters
  Score: Raw -1275952.586237 + Penalty 3114.835228 = -1272837.751009
  nChanged 23
		SP:Iteration 36Q (5151.090000 sec): 3 clusters
  Score: Raw -1275956.722705 + Penalty 3114.835228 = -1272841.887477
  nChanged 13
		SP:Iteration 37Q (5151.290000 sec): 3 clusters
  Score: Raw -1275960.072696 + Penalty 3114.835228 = -1272845.237468
  nChanged 10
		SP:Iteration 38Q (5151.570000 sec): 3 clusters
  Score: Raw -1275962.285720 + Penalty 3114.835228 = -1272847.450492
  nChanged 12
		SP:Iteration 39Q (5151.750000 sec): 3 clusters
  Score: Raw -1275964.643201 + Penalty 3114.835228 = -1272849.807973
  nChanged 13
		SP:Iteration 40F (5152.020000 sec): 3 clusters
  Score: Raw -1275967.375477 + Penalty 3114.835228 = -1272852.540249
  nChanged 9
		SP:Iteration 41Q (5152.210000 sec): 3 clusters
  Score: Raw -1275969.093852 + Penalty 3114.835228 = -1272854.258624
  nChanged 11
		SP:Iteration 42Q (5152.510000 sec): 3 clusters
  Score: Raw -1275971.329189 + Penalty 3114.835228 = -1272856.493961
  nChanged 8
		SP:Iteration 43Q (5152.770000 sec): 3 clusters
  Score: Raw -1275972.082564 + Penalty 3114.835228 = -1272857.247336
  nChanged 1
		SP:Iteration 44Q (5153.000000 sec): 3 clusters
  Score: Raw -1275972.339534 + Penalty 3114.835228 = -1272857.504306
  nChanged 2
		SP:Iteration 45Q (5153.260000 sec): 3 clusters
  Score: Raw -1275972.703325 + Penalty 3114.835228 = -1272857.868098
  nChanged 4
		SP:Iteration 46Q (5153.490000 sec): 3 clusters
  Score: Raw -1275973.611244 + Penalty 3114.835228 = -1272858.776017
  nChanged 3
		SP:Iteration 47Q (5153.770000 sec): 3 clusters
  Score: Raw -1275974.336318 + Penalty 3114.835228 = -1272859.501090
  nChanged 7
		SP:Iteration 48Q (5153.970000 sec): 3 clusters
  Score: Raw -1275975.399634 + Penalty 3114.835228 = -1272860.564406
  nChanged 6
		SP:Iteration 49Q (5154.230000 sec): 3 clusters
  Score: Raw -1275976.664199 + Penalty 3114.835228 = -1272861.828971
  nChanged 7
		SP:Iteration 50Q (5154.490000 sec): 3 clusters
  Score: Raw -1275978.080886 + Penalty 3114.835228 = -1272863.245658
  nChanged 8
		SP:Iteration 51Q (5154.750000 sec): 3 clusters
  Score: Raw -1275979.430491 + Penalty 3114.835228 = -1272864.595263
  nChanged 4
		SP:Iteration 52Q (5155.040000 sec): 3 clusters
  Score: Raw -1275980.143471 + Penalty 3114.835228 = -1272865.308243
  nChanged 5
		SP:Iteration 53Q (5155.280000 sec): 3 clusters
  Score: Raw -1275981.357301 + Penalty 3114.835228 = -1272866.522073
  nChanged 6
		SP:Iteration 54Q (5155.540000 sec): 3 clusters
  Score: Raw -1275982.583803 + Penalty 3114.835228 = -1272867.748575
  nChanged 6
		SP:Iteration 55Q (5155.790000 sec): 3 clusters
  Score: Raw -1275983.349265 + Penalty 3114.835228 = -1272868.514037
  nChanged 4
		SP:Iteration 56Q (5156.040000 sec): 3 clusters
  Score: Raw -1275983.980795 + Penalty 3114.835228 = -1272869.145567
  nChanged 2
		SP:Iteration 57Q (5156.260000 sec): 3 clusters
  Score: Raw -1275984.160336 + Penalty 3114.835228 = -1272869.325108
  nChanged 3
		SP:Iteration 58Q (5156.480000 sec): 3 clusters
  Score: Raw -1275984.518269 + Penalty 3114.835228 = -1272869.683041
  nChanged 2
		SP:Iteration 59Q (5156.710000 sec): 3 clusters
  Score: Raw -1275984.841143 + Penalty 3114.835228 = -1272870.005915
  nChanged 1
		SP:Iteration 60F (5156.990000 sec): 3 clusters
  Score: Raw -1275984.911364 + Penalty 3114.835228 = -1272870.076136
  nChanged 1
		SP:Iteration 61Q (5157.230000 sec): 3 clusters
  Score: Raw -1275984.949616 + Penalty 3114.835228 = -1272870.114388
  nChanged 0
		SP:Iteration 62F (5157.450000 sec): 3 clusters
  Score: Raw -1275984.949616 + Penalty 3114.835228 = -1272870.114388
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 82.
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 47 (2291 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5157.590000 sec): 2 clusters
  Score: Raw -169085.903196 + Penalty 1257.220848 = -167828.682347
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5157.830000 sec): 3 clusters
  Score: Raw -168044.488906 + Penalty 2514.441697 = -165530.047209
  nChanged 851
		SP:Iteration 1F (5158.040000 sec): 3 clusters
  Score: Raw -168688.008226 + Penalty 2514.441697 = -166173.566529
  nChanged 209
		SP:Iteration 2F (5158.210000 sec): 3 clusters
  Score: Raw -168916.416262 + Penalty 2514.441697 = -166401.974565
  nChanged 189
		SP:Iteration 3F (5158.370000 sec): 3 clusters
  Score: Raw -169205.804376 + Penalty 2514.441697 = -166691.362679
  nChanged 179
		SP:Iteration 4F (5158.530000 sec): 3 clusters
  Score: Raw -169489.501202 + Penalty 2514.441697 = -166975.059505
  nChanged 148
		SP:Iteration 5F (5158.760000 sec): 3 clusters
  Score: Raw -169738.246695 + Penalty 2514.441697 = -167223.804998
  nChanged 120
		SP:Iteration 6F (5158.920000 sec): 3 clusters
  Score: Raw -169916.808333 + Penalty 2514.441697 = -167402.366636
  nChanged 88
		SP:Iteration 7Q (5159.110000 sec): 3 clusters
  Score: Raw -170008.805344 + Penalty 2514.441697 = -167494.363647
  nChanged 59
		SP:Iteration 8Q (5159.300000 sec): 3 clusters
  Score: Raw -170065.397003 + Penalty 2514.441697 = -167550.955306
  nChanged 45
		SP:Iteration 9Q (5159.480000 sec): 3 clusters
  Score: Raw -170090.768233 + Penalty 2514.441697 = -167576.326536
  nChanged 31
		SP:Iteration 10Q (5159.660000 sec): 3 clusters
  Score: Raw -170110.379913 + Penalty 2514.441697 = -167595.938216
  nChanged 18
		SP:Iteration 11Q (5159.850000 sec): 3 clusters
  Score: Raw -170123.249069 + Penalty 2514.441697 = -167608.807372
  nChanged 18
		SP:Iteration 12Q (5160.000000 sec): 3 clusters
  Score: Raw -170131.526290 + Penalty 2514.441697 = -167617.084593
  nChanged 12
		SP:Iteration 13Q (5160.170000 sec): 3 clusters
  Score: Raw -170136.078447 + Penalty 2514.441697 = -167621.636750
  nChanged 5
		SP:Iteration 14Q (5160.420000 sec): 3 clusters
  Score: Raw -170138.292769 + Penalty 2514.441697 = -167623.851073
  nChanged 8
		SP:Iteration 15Q (5160.610000 sec): 3 clusters
  Score: Raw -170141.215624 + Penalty 2514.441697 = -167626.773927
  nChanged 9
		SP:Iteration 16Q (5160.770000 sec): 3 clusters
  Score: Raw -170143.858694 + Penalty 2514.441697 = -167629.416997
  nChanged 7
		SP:Iteration 17Q (5160.960000 sec): 3 clusters
  Score: Raw -170147.423163 + Penalty 2514.441697 = -167632.981467
  nChanged 9
		SP:Iteration 18Q (5161.130000 sec): 3 clusters
  Score: Raw -170152.349366 + Penalty 2514.441697 = -167637.907669
  nChanged 6
		SP:Iteration 19Q (5161.350000 sec): 3 clusters
  Score: Raw -170157.187614 + Penalty 2514.441697 = -167642.745917
  nChanged 13
		SP:Iteration 20F (5161.540000 sec): 3 clusters
  Score: Raw -170169.580045 + Penalty 2514.441697 = -167655.138348
  nChanged 23
		SP:Iteration 21Q (5161.790000 sec): 3 clusters
  Score: Raw -170194.770716 + Penalty 2514.441697 = -167680.329019
  nChanged 32
		SP:Iteration 22Q (5161.980000 sec): 3 clusters
  Score: Raw -170235.827970 + Penalty 2514.441697 = -167721.386273
  nChanged 33
		SP:Iteration 23Q (5162.180000 sec): 3 clusters
  Score: Raw -170274.743898 + Penalty 2514.441697 = -167760.302201
  nChanged 40
		SP:Iteration 24Q (5162.360000 sec): 3 clusters
  Score: Raw -170330.877682 + Penalty 2514.441697 = -167816.435985
  nChanged 51
		SP:Iteration 25Q (5162.600000 sec): 3 clusters
  Score: Raw -170422.221053 + Penalty 2514.441697 = -167907.779356
  nChanged 50
		SP:Iteration 26Q (5162.790000 sec): 3 clusters
  Score: Raw -170543.015675 + Penalty 2514.441697 = -168028.573978
  nChanged 71
		SP:Iteration 27Q (5163.040000 sec): 3 clusters
  Score: Raw -170732.200388 + Penalty 2514.441697 = -168217.758691
  nChanged 59
		SP:Iteration 28Q (5163.240000 sec): 3 clusters
  Score: Raw -170870.971022 + Penalty 2514.441697 = -168356.529325
  nChanged 43
		SP:Iteration 29Q (5163.470000 sec): 3 clusters
  Score: Raw -170991.903382 + Penalty 2514.441697 = -168477.461685
  nChanged 35
		SP:Iteration 30Q (5163.660000 sec): 3 clusters
  Score: Raw -171078.865752 + Penalty 2514.441697 = -168564.424055
  nChanged 23
		SP:Iteration 31Q (5163.880000 sec): 3 clusters
  Score: Raw -171113.173683 + Penalty 2514.441697 = -168598.731986
  nChanged 9
		SP:Iteration 32Q (5164.030000 sec): 3 clusters
  Score: Raw -171119.861352 + Penalty 2514.441697 = -168605.419655
  nChanged 8
		SP:Iteration 33Q (5164.220000 sec): 3 clusters
  Score: Raw -171126.847825 + Penalty 2514.441697 = -168612.406128
  nChanged 10
		SP:Iteration 34Q (5164.390000 sec): 3 clusters
  Score: Raw -171132.884891 + Penalty 2514.441697 = -168618.443194
  nChanged 7
		SP:Iteration 35Q (5164.580000 sec): 3 clusters
  Score: Raw -171138.786432 + Penalty 2514.441697 = -168624.344735
  nChanged 9
		SP:Iteration 36Q (5164.770000 sec): 3 clusters
  Score: Raw -171149.766226 + Penalty 2514.441697 = -168635.324529
  nChanged 16
		SP:Iteration 37Q (5164.930000 sec): 3 clusters
  Score: Raw -171199.034081 + Penalty 2514.441697 = -168684.592384
  nChanged 24
		SP:Iteration 38Q (5165.130000 sec): 3 clusters
  Score: Raw -171320.702771 + Penalty 2514.441697 = -168806.261074
  nChanged 26
		SP:Iteration 39Q (5165.350000 sec): 3 clusters
  Score: Raw -171421.351842 + Penalty 2514.441697 = -168906.910145
  nChanged 12
		SP:Iteration 40F (5165.550000 sec): 3 clusters
  Score: Raw -171443.114660 + Penalty 2514.441697 = -168928.672964
  nChanged 6
		SP:Iteration 41Q (5165.720000 sec): 3 clusters
  Score: Raw -171449.982547 + Penalty 2514.441697 = -168935.540850
  nChanged 1
		SP:Iteration 42Q (5165.930000 sec): 3 clusters
  Score: Raw -171450.400925 + Penalty 2514.441697 = -168935.959228
  nChanged 1
		SP:Iteration 43Q (5166.090000 sec): 3 clusters
  Score: Raw -171451.028835 + Penalty 2514.441697 = -168936.587138
  nChanged 1
		SP:Iteration 44Q (5166.330000 sec): 3 clusters
  Score: Raw -171451.232499 + Penalty 2514.441697 = -168936.790802
  nChanged 0
		SP:Iteration 45F (5166.530000 sec): 3 clusters
  Score: Raw -171451.232499 + Penalty 2514.441697 = -168936.790802
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 83.
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 48 (4855 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5166.700000 sec): 2 clusters
  Score: Raw -387299.507155 + Penalty 1379.261712 = -385920.245443
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5166.940000 sec): 3 clusters
  Score: Raw -384893.705823 + Penalty 2758.523424 = -382135.182399
  nChanged 1961
		SP:Iteration 1F (5167.180000 sec): 3 clusters
  Score: Raw -386141.134937 + Penalty 2758.523424 = -383382.611514
  nChanged 464
		SP:Iteration 2F (5167.400000 sec): 3 clusters
  Score: Raw -386492.343214 + Penalty 2758.523424 = -383733.819790
  nChanged 366
		SP:Iteration 3F (5167.630000 sec): 3 clusters
  Score: Raw -386835.917711 + Penalty 2758.523424 = -384077.394287
  nChanged 320
		SP:Iteration 4F (5167.780000 sec): 3 clusters
  Score: Raw -387138.665676 + Penalty 2758.523424 = -384380.142253
  nChanged 275
		SP:Iteration 5F (5168.040000 sec): 3 clusters
  Score: Raw -387418.596401 + Penalty 2758.523424 = -384660.072977
  nChanged 246
		SP:Iteration 6F (5168.230000 sec): 3 clusters
  Score: Raw -387658.300273 + Penalty 2758.523424 = -384899.776850
  nChanged 220
		SP:Iteration 7Q (5168.500000 sec): 3 clusters
  Score: Raw -387878.233562 + Penalty 2758.523424 = -385119.710138
  nChanged 207
		SP:Iteration 8Q (5168.700000 sec): 3 clusters
  Score: Raw -388114.141036 + Penalty 2758.523424 = -385355.617613
  nChanged 212
		SP:Iteration 9Q (5168.880000 sec): 3 clusters
  Score: Raw -388350.046774 + Penalty 2758.523424 = -385591.523350
  nChanged 198
		SP:Iteration 10Q (5169.150000 sec): 3 clusters
  Score: Raw -388544.418949 + Penalty 2758.523424 = -385785.895526
  nChanged 175
		SP:Iteration 11Q (5169.320000 sec): 3 clusters
  Score: Raw -388689.097115 + Penalty 2758.523424 = -385930.573691
  nChanged 124
		SP:Iteration 12Q (5169.560000 sec): 3 clusters
  Score: Raw -388764.390070 + Penalty 2758.523424 = -386005.866646
  nChanged 105
		SP:Iteration 13Q (5169.750000 sec): 3 clusters
  Score: Raw -388811.546950 + Penalty 2758.523424 = -386053.023526
  nChanged 59
		SP:Iteration 14Q (5169.920000 sec): 3 clusters
  Score: Raw -388831.506690 + Penalty 2758.523424 = -386072.983266
  nChanged 48
		SP:Iteration 15Q (5170.120000 sec): 3 clusters
  Score: Raw -388848.084340 + Penalty 2758.523424 = -386089.560916
  nChanged 35
		SP:Iteration 16Q (5170.320000 sec): 3 clusters
  Score: Raw -388862.969423 + Penalty 2758.523424 = -386104.446000
  nChanged 27
		SP:Iteration 17Q (5170.470000 sec): 3 clusters
  Score: Raw -388871.837446 + Penalty 2758.523424 = -386113.314022
  nChanged 25
		SP:Iteration 18Q (5170.660000 sec): 3 clusters
  Score: Raw -388892.581333 + Penalty 2758.523424 = -386134.057909
  nChanged 26
		SP:Iteration 19Q (5170.830000 sec): 3 clusters
  Score: Raw -388912.130574 + Penalty 2758.523424 = -386153.607150
  nChanged 30
		SP:Iteration 20F (5171.030000 sec): 3 clusters
  Score: Raw -388941.557601 + Penalty 2758.523424 = -386183.034177
  nChanged 33
		SP:Iteration 21Q (5171.250000 sec): 3 clusters
  Score: Raw -388962.737735 + Penalty 2758.523424 = -386204.214311
  nChanged 22
		SP:Iteration 22Q (5171.450000 sec): 3 clusters
  Score: Raw -388970.275083 + Penalty 2758.523424 = -386211.751659
  nChanged 23
		SP:Iteration 23Q (5171.650000 sec): 3 clusters
  Score: Raw -388976.170888 + Penalty 2758.523424 = -386217.647464
  nChanged 13
		SP:Iteration 24Q (5171.830000 sec): 3 clusters
  Score: Raw -388979.743838 + Penalty 2758.523424 = -386221.220414
  nChanged 10
		SP:Iteration 25Q (5172.050000 sec): 3 clusters
  Score: Raw -388982.232028 + Penalty 2758.523424 = -386223.708605
  nChanged 11
		SP:Iteration 26Q (5172.240000 sec): 3 clusters
  Score: Raw -388984.848676 + Penalty 2758.523424 = -386226.325253
  nChanged 11
		SP:Iteration 27Q (5172.440000 sec): 3 clusters
  Score: Raw -388987.489619 + Penalty 2758.523424 = -386228.966195
  nChanged 14
		SP:Iteration 28Q (5172.710000 sec): 3 clusters
  Score: Raw -388992.378491 + Penalty 2758.523424 = -386233.855067
  nChanged 13
		SP:Iteration 29Q (5172.890000 sec): 3 clusters
  Score: Raw -388995.683655 + Penalty 2758.523424 = -386237.160231
  nChanged 14
		SP:Iteration 30Q (5173.140000 sec): 3 clusters
  Score: Raw -388998.626646 + Penalty 2758.523424 = -386240.103223
  nChanged 8
		SP:Iteration 31Q (5173.300000 sec): 3 clusters
  Score: Raw -388999.867318 + Penalty 2758.523424 = -386241.343894
  nChanged 7
		SP:Iteration 32Q (5173.520000 sec): 3 clusters
  Score: Raw -389001.252420 + Penalty 2758.523424 = -386242.728996
  nChanged 4
		SP:Iteration 33Q (5173.710000 sec): 3 clusters
  Score: Raw -389001.952202 + Penalty 2758.523424 = -386243.428778
  nChanged 2
		SP:Iteration 34Q (5173.890000 sec): 3 clusters
  Score: Raw -389002.210901 + Penalty 2758.523424 = -386243.687477
  nChanged 2
		SP:Iteration 35Q (5174.070000 sec): 3 clusters
  Score: Raw -389002.403910 + Penalty 2758.523424 = -386243.880487
  nChanged 0
		SP:Iteration 36F (5174.200000 sec): 3 clusters
  Score: Raw -389002.403910 + Penalty 2758.523424 = -386243.880487
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 84.
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 49 (5924 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5174.290000 sec): 2 clusters
  Score: Raw -535980.909987 + Penalty 1411.599666 = -534569.310321
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5174.430000 sec): 3 clusters
  Score: Raw -532789.722700 + Penalty 2823.199332 = -529966.523368
  nChanged 2495
		SP:Iteration 1F (5174.620000 sec): 3 clusters
  Score: Raw -534110.585615 + Penalty 2823.199332 = -531287.386283
  nChanged 436
		SP:Iteration 2F (5174.730000 sec): 3 clusters
  Score: Raw -534355.967864 + Penalty 2823.199332 = -531532.768532
  nChanged 364
		SP:Iteration 3F (5174.940000 sec): 3 clusters
  Score: Raw -534570.312506 + Penalty 2823.199332 = -531747.113174
  nChanged 336
		SP:Iteration 4F (5175.100000 sec): 3 clusters
  Score: Raw -534781.395802 + Penalty 2823.199332 = -531958.196470
  nChanged 318
		SP:Iteration 5F (5175.310000 sec): 3 clusters
  Score: Raw -535013.180059 + Penalty 2823.199332 = -532189.980727
  nChanged 312
		SP:Iteration 6F (5175.480000 sec): 3 clusters
  Score: Raw -535272.529155 + Penalty 2823.199332 = -532449.329823
  nChanged 286
		SP:Iteration 7Q (5175.690000 sec): 3 clusters
  Score: Raw -535523.906509 + Penalty 2823.199332 = -532700.707177
  nChanged 240
		SP:Iteration 8Q (5175.820000 sec): 3 clusters
  Score: Raw -535734.949846 + Penalty 2823.199332 = -532911.750514
  nChanged 192
		SP:Iteration 9Q (5176.040000 sec): 3 clusters
  Score: Raw -535939.464154 + Penalty 2823.199332 = -533116.264822
  nChanged 152
		SP:Iteration 10Q (5176.210000 sec): 3 clusters
  Score: Raw -536120.690522 + Penalty 2823.199332 = -533297.491190
  nChanged 127
		SP:Iteration 11Q (5176.420000 sec): 3 clusters
  Score: Raw -536236.116965 + Penalty 2823.199332 = -533412.917633
  nChanged 110
		SP:Iteration 12Q (5176.590000 sec): 3 clusters
  Score: Raw -536322.833376 + Penalty 2823.199332 = -533499.634044
  nChanged 103
		SP:Iteration 13Q (5176.780000 sec): 3 clusters
  Score: Raw -536390.365863 + Penalty 2823.199332 = -533567.166531
  nChanged 75
		SP:Iteration 14Q (5176.990000 sec): 3 clusters
  Score: Raw -536433.794913 + Penalty 2823.199332 = -533610.595581
  nChanged 57
		SP:Iteration 15Q (5177.210000 sec): 3 clusters
  Score: Raw -536464.020542 + Penalty 2823.199332 = -533640.821210
  nChanged 53
		SP:Iteration 16Q (5177.450000 sec): 3 clusters
  Score: Raw -536491.888475 + Penalty 2823.199332 = -533668.689143
  nChanged 46
		SP:Iteration 17Q (5177.620000 sec): 3 clusters
  Score: Raw -536511.802309 + Penalty 2823.199332 = -533688.602977
  nChanged 40
		SP:Iteration 18Q (5177.830000 sec): 3 clusters
  Score: Raw -536532.316032 + Penalty 2823.199332 = -533709.116700
  nChanged 38
		SP:Iteration 19Q (5178.050000 sec): 3 clusters
  Score: Raw -536549.032704 + Penalty 2823.199332 = -533725.833372
  nChanged 31
		SP:Iteration 20F (5178.250000 sec): 3 clusters
  Score: Raw -536560.145554 + Penalty 2823.199332 = -533736.946222
  nChanged 22
		SP:Iteration 21Q (5178.430000 sec): 3 clusters
  Score: Raw -536567.753788 + Penalty 2823.199332 = -533744.554456
  nChanged 16
		SP:Iteration 22Q (5178.640000 sec): 3 clusters
  Score: Raw -536573.292098 + Penalty 2823.199332 = -533750.092766
  nChanged 16
		SP:Iteration 23Q (5178.850000 sec): 3 clusters
  Score: Raw -536579.770170 + Penalty 2823.199332 = -533756.570838
  nChanged 17
		SP:Iteration 24Q (5179.110000 sec): 3 clusters
  Score: Raw -536584.982638 + Penalty 2823.199332 = -533761.783306
  nChanged 20
		SP:Iteration 25Q (5179.270000 sec): 3 clusters
  Score: Raw -536592.233988 + Penalty 2823.199332 = -533769.034656
  nChanged 14
		SP:Iteration 26Q (5179.500000 sec): 3 clusters
  Score: Raw -536597.262527 + Penalty 2823.199332 = -533774.063195
  nChanged 11
		SP:Iteration 27Q (5179.740000 sec): 3 clusters
  Score: Raw -536600.533204 + Penalty 2823.199332 = -533777.333872
  nChanged 13
		SP:Iteration 28Q (5179.950000 sec): 3 clusters
  Score: Raw -536604.430396 + Penalty 2823.199332 = -533781.231064
  nChanged 14
		SP:Iteration 29Q (5180.150000 sec): 3 clusters
  Score: Raw -536609.139260 + Penalty 2823.199332 = -533785.939928
  nChanged 13
		SP:Iteration 30Q (5180.330000 sec): 3 clusters
  Score: Raw -536612.976329 + Penalty 2823.199332 = -533789.776997
  nChanged 8
		SP:Iteration 31Q (5180.510000 sec): 3 clusters
  Score: Raw -536614.919454 + Penalty 2823.199332 = -533791.720122
  nChanged 7
		SP:Iteration 32Q (5180.720000 sec): 3 clusters
  Score: Raw -536616.630636 + Penalty 2823.199332 = -533793.431304
  nChanged 5
		SP:Iteration 33Q (5180.890000 sec): 3 clusters
  Score: Raw -536617.950366 + Penalty 2823.199332 = -533794.751034
  nChanged 9
		SP:Iteration 34Q (5181.090000 sec): 3 clusters
  Score: Raw -536620.100740 + Penalty 2823.199332 = -533796.901408
  nChanged 5
		SP:Iteration 35Q (5181.330000 sec): 3 clusters
  Score: Raw -536621.476039 + Penalty 2823.199332 = -533798.276707
  nChanged 4
		SP:Iteration 36Q (5181.550000 sec): 3 clusters
  Score: Raw -536622.476997 + Penalty 2823.199332 = -533799.277665
  nChanged 3
		SP:Iteration 37Q (5181.750000 sec): 3 clusters
  Score: Raw -536623.031093 + Penalty 2823.199332 = -533799.831761
  nChanged 5
		SP:Iteration 38Q (5181.950000 sec): 3 clusters
  Score: Raw -536624.124718 + Penalty 2823.199332 = -533800.925386
  nChanged 2
		SP:Iteration 39Q (5182.150000 sec): 3 clusters
  Score: Raw -536624.748730 + Penalty 2823.199332 = -533801.549398
  nChanged 4
		SP:Iteration 40F (5182.370000 sec): 3 clusters
  Score: Raw -536625.694547 + Penalty 2823.199332 = -533802.495215
  nChanged 4
		SP:Iteration 41Q (5182.560000 sec): 3 clusters
  Score: Raw -536626.391197 + Penalty 2823.199332 = -533803.191865
  nChanged 3
		SP:Iteration 42Q (5182.830000 sec): 3 clusters
  Score: Raw -536626.791323 + Penalty 2823.199332 = -533803.591991
  nChanged 1
		SP:Iteration 43Q (5183.030000 sec): 3 clusters
  Score: Raw -536627.071810 + Penalty 2823.199332 = -533803.872478
  nChanged 4
		SP:Iteration 44Q (5183.280000 sec): 3 clusters
  Score: Raw -536627.841750 + Penalty 2823.199332 = -533804.642418
  nChanged 4
		SP:Iteration 45Q (5183.480000 sec): 3 clusters
  Score: Raw -536628.902003 + Penalty 2823.199332 = -533805.702671
  nChanged 1
		SP:Iteration 46Q (5183.650000 sec): 3 clusters
  Score: Raw -536628.992515 + Penalty 2823.199332 = -533805.793183
  nChanged 0
		SP:Iteration 47F (5183.850000 sec): 3 clusters
  Score: Raw -536628.992515 + Penalty 2823.199332 = -533805.793183
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 50 (533 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5183.930000 sec): 2 clusters
  Score: Raw -39785.732555 + Penalty 1020.259731 = -38765.472824
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5184.170000 sec): 3 clusters
  Score: Raw -39756.439300 + Penalty 2040.519463 = -37715.919837
  nChanged 136
		SP:Iteration 1F (5184.350000 sec): 3 clusters
  Score: Raw -39930.372067 + Penalty 2040.519463 = -37889.852604
  nChanged 33
		SP:Iteration 2F (5184.500000 sec): 3 clusters
  Score: Raw -40002.526801 + Penalty 2040.519463 = -37962.007339
  nChanged 21
		SP:Iteration 3Q (5184.750000 sec): 3 clusters
  Score: Raw -40088.655439 + Penalty 2040.519463 = -38048.135976
  nChanged 18
		SP:Iteration 4Q (5184.890000 sec): 3 clusters
  Score: Raw -40135.519580 + Penalty 2040.519463 = -38095.000118
  nChanged 10
		SP:Iteration 5Q (5185.050000 sec): 3 clusters
  Score: Raw -40156.580676 + Penalty 2040.519463 = -38116.061213
  nChanged 11
		SP:Iteration 6Q (5185.260000 sec): 3 clusters
  Score: Raw -40169.166034 + Penalty 2040.519463 = -38128.646571
  nChanged 4
		SP:Iteration 7Q (5185.430000 sec): 3 clusters
  Score: Raw -40177.949939 + Penalty 2040.519463 = -38137.430476
  nChanged 8
		SP:Iteration 8Q (5185.650000 sec): 3 clusters
  Score: Raw -40201.345268 + Penalty 2040.519463 = -38160.825806
  nChanged 6
		SP:Iteration 9Q (5185.840000 sec): 3 clusters
  Score: Raw -40216.849435 + Penalty 2040.519463 = -38176.329972
  nChanged 6
		SP:Iteration 10Q (5186.030000 sec): 3 clusters
  Score: Raw -40226.997273 + Penalty 2040.519463 = -38186.477811
  nChanged 5
		SP:Iteration 11Q (5186.210000 sec): 3 clusters
  Score: Raw -40234.774057 + Penalty 2040.519463 = -38194.254594
  nChanged 4
		SP:Iteration 12Q (5186.450000 sec): 3 clusters
  Score: Raw -40239.208654 + Penalty 2040.519463 = -38198.689191
  nChanged 2
		SP:Iteration 13Q (5186.610000 sec): 3 clusters
  Score: Raw -40242.101013 + Penalty 2040.519463 = -38201.581550
  nChanged 2
		SP:Iteration 14Q (5186.770000 sec): 3 clusters
  Score: Raw -40246.490580 + Penalty 2040.519463 = -38205.971117
  nChanged 2
		SP:Iteration 15Q (5186.930000 sec): 3 clusters
  Score: Raw -40249.789220 + Penalty 2040.519463 = -38209.269757
  nChanged 3
		SP:Iteration 16Q (5187.120000 sec): 3 clusters
  Score: Raw -40256.625545 + Penalty 2040.519463 = -38216.106082
  nChanged 1
		SP:Iteration 17Q (5187.330000 sec): 3 clusters
  Score: Raw -40258.596163 + Penalty 2040.519463 = -38218.076700
  nChanged 0
		SP:Iteration 18F (5187.500000 sec): 3 clusters
  Score: Raw -40258.596163 + Penalty 2040.519463 = -38218.076700
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 51 (6041 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5187.600000 sec): 2 clusters
  Score: Raw -495493.012196 + Penalty 1414.777787 = -494078.234410
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5187.800000 sec): 3 clusters
  Score: Raw -492271.870541 + Penalty 2829.555573 = -489442.314968
  nChanged 2471
		SP:Iteration 1F (5187.980000 sec): 3 clusters
  Score: Raw -493740.111988 + Penalty 2829.555573 = -490910.556415
  nChanged 486
		SP:Iteration 2F (5188.240000 sec): 3 clusters
  Score: Raw -494092.069463 + Penalty 2829.555573 = -491262.513890
  nChanged 444
		SP:Iteration 3F (5188.440000 sec): 3 clusters
  Score: Raw -494458.645717 + Penalty 2829.555573 = -491629.090144
  nChanged 407
		SP:Iteration 4F (5188.690000 sec): 3 clusters
  Score: Raw -494855.923166 + Penalty 2829.555573 = -492026.367592
  nChanged 397
		SP:Iteration 5F (5188.870000 sec): 3 clusters
  Score: Raw -495258.863714 + Penalty 2829.555573 = -492429.308141
  nChanged 351
		SP:Iteration 6F (5189.150000 sec): 3 clusters
  Score: Raw -495620.585449 + Penalty 2829.555573 = -492791.029876
  nChanged 313
		SP:Iteration 7F (5189.340000 sec): 3 clusters
  Score: Raw -495919.223384 + Penalty 2829.555573 = -493089.667811
  nChanged 288
		SP:Iteration 8Q (5189.510000 sec): 3 clusters
  Score: Raw -496219.915198 + Penalty 2829.555573 = -493390.359625
  nChanged 275
		SP:Iteration 9Q (5189.760000 sec): 3 clusters
  Score: Raw -496488.444669 + Penalty 2829.555573 = -493658.889096
  nChanged 242
		SP:Iteration 10Q (5189.950000 sec): 3 clusters
  Score: Raw -496768.985098 + Penalty 2829.555573 = -493939.429525
  nChanged 220
		SP:Iteration 11Q (5190.170000 sec): 3 clusters
  Score: Raw -497018.175815 + Penalty 2829.555573 = -494188.620242
  nChanged 166
		SP:Iteration 12Q (5190.380000 sec): 3 clusters
  Score: Raw -497187.288409 + Penalty 2829.555573 = -494357.732836
  nChanged 104
		SP:Iteration 13Q (5190.590000 sec): 3 clusters
  Score: Raw -497259.595330 + Penalty 2829.555573 = -494430.039757
  nChanged 77
		SP:Iteration 14Q (5190.790000 sec): 3 clusters
  Score: Raw -497305.122531 + Penalty 2829.555573 = -494475.566958
  nChanged 53
		SP:Iteration 15Q (5191.010000 sec): 3 clusters
  Score: Raw -497329.464613 + Penalty 2829.555573 = -494499.909040
  nChanged 39
		SP:Iteration 16Q (5191.270000 sec): 3 clusters
  Score: Raw -497347.287987 + Penalty 2829.555573 = -494517.732414
  nChanged 23
		SP:Iteration 17Q (5191.510000 sec): 3 clusters
  Score: Raw -497357.380347 + Penalty 2829.555573 = -494527.824774
  nChanged 28
		SP:Iteration 18Q (5191.720000 sec): 3 clusters
  Score: Raw -497369.235790 + Penalty 2829.555573 = -494539.680217
  nChanged 21
		SP:Iteration 19Q (5191.940000 sec): 3 clusters
  Score: Raw -497375.600607 + Penalty 2829.555573 = -494546.045034
  nChanged 12
		SP:Iteration 20F (5192.160000 sec): 3 clusters
  Score: Raw -497378.363672 + Penalty 2829.555573 = -494548.808099
  nChanged 7
		SP:Iteration 21Q (5192.390000 sec): 3 clusters
  Score: Raw -497380.379709 + Penalty 2829.555573 = -494550.824136
  nChanged 7
		SP:Iteration 22Q (5192.590000 sec): 3 clusters
  Score: Raw -497381.803926 + Penalty 2829.555573 = -494552.248353
  nChanged 4
		SP:Iteration 23Q (5192.780000 sec): 3 clusters
  Score: Raw -497382.302858 + Penalty 2829.555573 = -494552.747285
  nChanged 1
		SP:Iteration 24Q (5193.010000 sec): 3 clusters
  Score: Raw -497382.477339 + Penalty 2829.555573 = -494552.921766
  nChanged 2
		SP:Iteration 25Q (5193.240000 sec): 3 clusters
  Score: Raw -497383.193124 + Penalty 2829.555573 = -494553.637551
  nChanged 3
		SP:Iteration 26Q (5193.470000 sec): 3 clusters
  Score: Raw -497383.549897 + Penalty 2829.555573 = -494553.994324
  nChanged 4
		SP:Iteration 27Q (5193.640000 sec): 3 clusters
  Score: Raw -497384.176560 + Penalty 2829.555573 = -494554.620987
  nChanged 3
		SP:Iteration 28Q (5193.890000 sec): 3 clusters
  Score: Raw -497384.785356 + Penalty 2829.555573 = -494555.229783
  nChanged 2
		SP:Iteration 29Q (5194.150000 sec): 3 clusters
  Score: Raw -497385.081746 + Penalty 2829.555573 = -494555.526173
  nChanged 1
		SP:Iteration 30Q (5194.320000 sec): 3 clusters
  Score: Raw -497385.167616 + Penalty 2829.555573 = -494555.612043
  nChanged 0
		SP:Iteration 31F (5194.580000 sec): 3 clusters
  Score: Raw -497385.167616 + Penalty 2829.555573 = -494555.612043
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 85.
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 52 (4584 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5194.720000 sec): 2 clusters
  Score: Raw -369691.271597 + Penalty 1369.928179 = -368321.343418
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5194.900000 sec): 3 clusters
  Score: Raw -367333.022624 + Penalty 2739.856359 = -364593.166265
  nChanged 1860
		SP:Iteration 1F (5195.090000 sec): 3 clusters
  Score: Raw -368461.357933 + Penalty 2739.856359 = -365721.501574
  nChanged 405
		SP:Iteration 2F (5195.310000 sec): 3 clusters
  Score: Raw -368821.266613 + Penalty 2739.856359 = -366081.410254
  nChanged 360
		SP:Iteration 3F (5195.530000 sec): 3 clusters
  Score: Raw -369212.604167 + Penalty 2739.856359 = -366472.747808
  nChanged 367
		SP:Iteration 4F (5195.720000 sec): 3 clusters
  Score: Raw -369650.997080 + Penalty 2739.856359 = -366911.140721
  nChanged 340
		SP:Iteration 5F (5195.870000 sec): 3 clusters
  Score: Raw -370071.319360 + Penalty 2739.856359 = -367331.463001
  nChanged 268
		SP:Iteration 6F (5196.020000 sec): 3 clusters
  Score: Raw -370291.963674 + Penalty 2739.856359 = -367552.107315
  nChanged 177
		SP:Iteration 7Q (5196.160000 sec): 3 clusters
  Score: Raw -370421.077762 + Penalty 2739.856359 = -367681.221403
  nChanged 127
		SP:Iteration 8Q (5196.340000 sec): 3 clusters
  Score: Raw -370501.886484 + Penalty 2739.856359 = -367762.030125
  nChanged 104
		SP:Iteration 9Q (5196.500000 sec): 3 clusters
  Score: Raw -370560.500640 + Penalty 2739.856359 = -367820.644281
  nChanged 75
		SP:Iteration 10Q (5196.660000 sec): 3 clusters
  Score: Raw -370593.123057 + Penalty 2739.856359 = -367853.266698
  nChanged 43
		SP:Iteration 11Q (5196.820000 sec): 3 clusters
  Score: Raw -370618.764684 + Penalty 2739.856359 = -367878.908325
  nChanged 52
		SP:Iteration 12Q (5196.970000 sec): 3 clusters
  Score: Raw -370656.751337 + Penalty 2739.856359 = -367916.894978
  nChanged 54
		SP:Iteration 13Q (5197.140000 sec): 3 clusters
  Score: Raw -370700.449775 + Penalty 2739.856359 = -367960.593416
  nChanged 70
		SP:Iteration 14Q (5197.330000 sec): 3 clusters
  Score: Raw -370749.095228 + Penalty 2739.856359 = -368009.238869
  nChanged 60
		SP:Iteration 15Q (5197.520000 sec): 3 clusters
  Score: Raw -370788.781577 + Penalty 2739.856359 = -368048.925218
  nChanged 61
		SP:Iteration 16Q (5197.660000 sec): 3 clusters
  Score: Raw -370829.125972 + Penalty 2739.856359 = -368089.269613
  nChanged 56
		SP:Iteration 17Q (5197.810000 sec): 3 clusters
  Score: Raw -370863.280750 + Penalty 2739.856359 = -368123.424391
  nChanged 40
		SP:Iteration 18Q (5197.990000 sec): 3 clusters
  Score: Raw -370882.908644 + Penalty 2739.856359 = -368143.052285
  nChanged 22
		SP:Iteration 19Q (5198.210000 sec): 3 clusters
  Score: Raw -370889.074447 + Penalty 2739.856359 = -368149.218088
  nChanged 13
		SP:Iteration 20F (5198.370000 sec): 3 clusters
  Score: Raw -370893.868115 + Penalty 2739.856359 = -368154.011756
  nChanged 13
		SP:Iteration 21Q (5198.540000 sec): 3 clusters
  Score: Raw -370898.258986 + Penalty 2739.856359 = -368158.402627
  nChanged 11
		SP:Iteration 22Q (5198.740000 sec): 3 clusters
  Score: Raw -370901.591557 + Penalty 2739.856359 = -368161.735198
  nChanged 12
		SP:Iteration 23Q (5199.010000 sec): 3 clusters
  Score: Raw -370904.761180 + Penalty 2739.856359 = -368164.904821
  nChanged 10
		SP:Iteration 24Q (5199.180000 sec): 3 clusters
  Score: Raw -370907.216763 + Penalty 2739.856359 = -368167.360404
  nChanged 8
		SP:Iteration 25Q (5199.400000 sec): 3 clusters
  Score: Raw -370908.734044 + Penalty 2739.856359 = -368168.877685
  nChanged 7
		SP:Iteration 26Q (5199.620000 sec): 3 clusters
  Score: Raw -370910.374404 + Penalty 2739.856359 = -368170.518045
  nChanged 10
		SP:Iteration 27Q (5199.870000 sec): 3 clusters
  Score: Raw -370912.528838 + Penalty 2739.856359 = -368172.672479
  nChanged 9
		SP:Iteration 28Q (5200.040000 sec): 3 clusters
  Score: Raw -370915.048137 + Penalty 2739.856359 = -368175.191778
  nChanged 14
		SP:Iteration 29Q (5200.260000 sec): 3 clusters
  Score: Raw -370920.524864 + Penalty 2739.856359 = -368180.668505
  nChanged 17
		SP:Iteration 30Q (5200.450000 sec): 3 clusters
  Score: Raw -370926.730486 + Penalty 2739.856359 = -368186.874127
  nChanged 20
		SP:Iteration 31Q (5200.630000 sec): 3 clusters
  Score: Raw -370934.635572 + Penalty 2739.856359 = -368194.779213
  nChanged 24
		SP:Iteration 32Q (5200.910000 sec): 3 clusters
  Score: Raw -370949.645609 + Penalty 2739.856359 = -368209.789250
  nChanged 30
		SP:Iteration 33Q (5201.100000 sec): 3 clusters
  Score: Raw -370970.782762 + Penalty 2739.856359 = -368230.926403
  nChanged 46
		SP:Iteration 34Q (5201.310000 sec): 3 clusters
  Score: Raw -371005.555048 + Penalty 2739.856359 = -368265.698689
  nChanged 47
		SP:Iteration 35Q (5201.490000 sec): 3 clusters
  Score: Raw -371049.599629 + Penalty 2739.856359 = -368309.743270
  nChanged 63
		SP:Iteration 36Q (5201.700000 sec): 3 clusters
  Score: Raw -371103.510648 + Penalty 2739.856359 = -368363.654289
  nChanged 78
		SP:Iteration 37Q (5201.890000 sec): 3 clusters
  Score: Raw -371166.438617 + Penalty 2739.856359 = -368426.582258
  nChanged 67
		SP:Iteration 38Q (5202.150000 sec): 3 clusters
  Score: Raw -371216.817362 + Penalty 2739.856359 = -368476.961003
  nChanged 57
		SP:Iteration 39Q (5202.300000 sec): 3 clusters
  Score: Raw -371254.906505 + Penalty 2739.856359 = -368515.050146
  nChanged 54
		SP:Iteration 40F (5202.510000 sec): 3 clusters
  Score: Raw -371291.872736 + Penalty 2739.856359 = -368552.016377
  nChanged 53
		SP:Iteration 41Q (5202.780000 sec): 3 clusters
  Score: Raw -371325.470693 + Penalty 2739.856359 = -368585.614334
  nChanged 36
		SP:Iteration 42Q (5202.970000 sec): 3 clusters
  Score: Raw -371344.648369 + Penalty 2739.856359 = -368604.792010
  nChanged 28
		SP:Iteration 43Q (5203.160000 sec): 3 clusters
  Score: Raw -371355.655455 + Penalty 2739.856359 = -368615.799096
  nChanged 19
		SP:Iteration 44Q (5203.350000 sec): 3 clusters
  Score: Raw -371362.708739 + Penalty 2739.856359 = -368622.852380
  nChanged 16
		SP:Iteration 45Q (5203.520000 sec): 3 clusters
  Score: Raw -371369.171164 + Penalty 2739.856359 = -368629.314805
  nChanged 19
		SP:Iteration 46Q (5203.750000 sec): 3 clusters
  Score: Raw -371377.442467 + Penalty 2739.856359 = -368637.586108
  nChanged 16
		SP:Iteration 47Q (5203.940000 sec): 3 clusters
  Score: Raw -371383.764936 + Penalty 2739.856359 = -368643.908577
  nChanged 7
		SP:Iteration 48Q (5204.100000 sec): 3 clusters
  Score: Raw -371387.049414 + Penalty 2739.856359 = -368647.193055
  nChanged 5
		SP:Iteration 49Q (5204.320000 sec): 3 clusters
  Score: Raw -371389.913584 + Penalty 2739.856359 = -368650.057225
  nChanged 8
		SP:Iteration 50Q (5204.520000 sec): 3 clusters
  Score: Raw -371391.890341 + Penalty 2739.856359 = -368652.033982
  nChanged 4
		SP:Iteration 51Q (5204.740000 sec): 3 clusters
  Score: Raw -371392.475650 + Penalty 2739.856359 = -368652.619291
  nChanged 0
		SP:Iteration 52F (5204.940000 sec): 3 clusters
  Score: Raw -371392.475650 + Penalty 2739.856359 = -368652.619291
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 86.
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 53 (9978 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5205.070000 sec): 2 clusters
  Score: Raw -840696.971252 + Penalty 1496.322417 = -839200.648836
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5205.290000 sec): 3 clusters
  Score: Raw -835013.847979 + Penalty 2992.644833 = -832021.203146
  nChanged 4376
		SP:Iteration 1F (5205.500000 sec): 3 clusters
  Score: Raw -837580.211349 + Penalty 2992.644833 = -834587.566516
  nChanged 801
		SP:Iteration 2F (5205.690000 sec): 3 clusters
  Score: Raw -838147.420713 + Penalty 2992.644833 = -835154.775880
  nChanged 732
		SP:Iteration 3F (5205.950000 sec): 3 clusters
  Score: Raw -838722.912654 + Penalty 2992.644833 = -835730.267821
  nChanged 650
		SP:Iteration 4F (5206.150000 sec): 3 clusters
  Score: Raw -839221.506355 + Penalty 2992.644833 = -836228.861522
  nChanged 625
		SP:Iteration 5F (5206.370000 sec): 3 clusters
  Score: Raw -839700.246103 + Penalty 2992.644833 = -836707.601269
  nChanged 538
		SP:Iteration 6F (5206.630000 sec): 3 clusters
  Score: Raw -840036.286634 + Penalty 2992.644833 = -837043.641801
  nChanged 454
		SP:Iteration 7Q (5206.830000 sec): 3 clusters
  Score: Raw -840316.798848 + Penalty 2992.644833 = -837324.154015
  nChanged 399
		SP:Iteration 8Q (5207.110000 sec): 3 clusters
  Score: Raw -840602.820256 + Penalty 2992.644833 = -837610.175423
  nChanged 370
		SP:Iteration 9Q (5207.340000 sec): 3 clusters
  Score: Raw -840872.526190 + Penalty 2992.644833 = -837879.881357
  nChanged 401
		SP:Iteration 10Q (5207.590000 sec): 3 clusters
  Score: Raw -841242.641356 + Penalty 2992.644833 = -838249.996523
  nChanged 357
		SP:Iteration 11Q (5207.820000 sec): 3 clusters
  Score: Raw -841554.757190 + Penalty 2992.644833 = -838562.112357
  nChanged 343
		SP:Iteration 12Q (5208.050000 sec): 3 clusters
  Score: Raw -841794.348996 + Penalty 2992.644833 = -838801.704163
  nChanged 319
		SP:Iteration 13Q (5208.280000 sec): 3 clusters
  Score: Raw -841994.030274 + Penalty 2992.644833 = -839001.385440
  nChanged 275
		SP:Iteration 14Q (5208.520000 sec): 3 clusters
  Score: Raw -842179.760860 + Penalty 2992.644833 = -839187.116027
  nChanged 286
		SP:Iteration 15Q (5208.750000 sec): 3 clusters
  Score: Raw -842403.600355 + Penalty 2992.644833 = -839410.955522
  nChanged 264
		SP:Iteration 16Q (5208.990000 sec): 3 clusters
  Score: Raw -842577.314553 + Penalty 2992.644833 = -839584.669720
  nChanged 248
		SP:Iteration 17Q (5209.220000 sec): 3 clusters
  Score: Raw -842721.439489 + Penalty 2992.644833 = -839728.794655
  nChanged 243
		SP:Iteration 18Q (5209.490000 sec): 3 clusters
  Score: Raw -842852.745563 + Penalty 2992.644833 = -839860.100730
  nChanged 229
		SP:Iteration 19Q (5209.750000 sec): 3 clusters
  Score: Raw -842966.056301 + Penalty 2992.644833 = -839973.411467
  nChanged 216
		SP:Iteration 20F (5209.960000 sec): 3 clusters
  Score: Raw -843068.393552 + Penalty 2992.644833 = -840075.748719
  nChanged 196
		SP:Iteration 21Q (5210.250000 sec): 3 clusters
  Score: Raw -843165.364676 + Penalty 2992.644833 = -840172.719843
  nChanged 206
		SP:Iteration 22Q (5210.470000 sec): 3 clusters
  Score: Raw -843260.161026 + Penalty 2992.644833 = -840267.516193
  nChanged 191
		SP:Iteration 23Q (5210.710000 sec): 3 clusters
  Score: Raw -843351.602319 + Penalty 2992.644833 = -840358.957486
  nChanged 182
		SP:Iteration 24Q (5210.940000 sec): 3 clusters
  Score: Raw -843442.146096 + Penalty 2992.644833 = -840449.501263
  nChanged 172
		SP:Iteration 25Q (5211.150000 sec): 3 clusters
  Score: Raw -843525.090979 + Penalty 2992.644833 = -840532.446146
  nChanged 164
		SP:Iteration 26Q (5211.380000 sec): 3 clusters
  Score: Raw -843607.181060 + Penalty 2992.644833 = -840614.536227
  nChanged 153
		SP:Iteration 27Q (5211.610000 sec): 3 clusters
  Score: Raw -843675.427615 + Penalty 2992.644833 = -840682.782782
  nChanged 118
		SP:Iteration 28Q (5211.820000 sec): 3 clusters
  Score: Raw -843718.943973 + Penalty 2992.644833 = -840726.299140
  nChanged 94
		SP:Iteration 29Q (5212.050000 sec): 3 clusters
  Score: Raw -843750.215835 + Penalty 2992.644833 = -840757.571001
  nChanged 78
		SP:Iteration 30Q (5212.320000 sec): 3 clusters
  Score: Raw -843773.040825 + Penalty 2992.644833 = -840780.395992
  nChanged 63
		SP:Iteration 31Q (5212.560000 sec): 3 clusters
  Score: Raw -843792.329210 + Penalty 2992.644833 = -840799.684377
  nChanged 70
		SP:Iteration 32Q (5212.810000 sec): 3 clusters
  Score: Raw -843820.591234 + Penalty 2992.644833 = -840827.946401
  nChanged 74
		SP:Iteration 33Q (5213.060000 sec): 3 clusters
  Score: Raw -843845.040480 + Penalty 2992.644833 = -840852.395647
  nChanged 72
		SP:Iteration 34Q (5213.290000 sec): 3 clusters
  Score: Raw -843868.529076 + Penalty 2992.644833 = -840875.884243
  nChanged 73
		SP:Iteration 35Q (5213.540000 sec): 3 clusters
  Score: Raw -843893.955706 + Penalty 2992.644833 = -840901.310873
  nChanged 71
		SP:Iteration 36Q (5213.780000 sec): 3 clusters
  Score: Raw -843923.368385 + Penalty 2992.644833 = -840930.723552
  nChanged 82
		SP:Iteration 37Q (5214.010000 sec): 3 clusters
  Score: Raw -843957.220276 + Penalty 2992.644833 = -840964.575442
  nChanged 74
		SP:Iteration 38Q (5214.290000 sec): 3 clusters
  Score: Raw -843983.591098 + Penalty 2992.644833 = -840990.946265
  nChanged 66
		SP:Iteration 39Q (5214.550000 sec): 3 clusters
  Score: Raw -844005.091400 + Penalty 2992.644833 = -841012.446567
  nChanged 81
		SP:Iteration 40F (5214.760000 sec): 3 clusters
  Score: Raw -844040.251628 + Penalty 2992.644833 = -841047.606795
  nChanged 90
		SP:Iteration 41Q (5215.010000 sec): 3 clusters
  Score: Raw -844089.434958 + Penalty 2992.644833 = -841096.790125
  nChanged 99
		SP:Iteration 42Q (5215.270000 sec): 3 clusters
  Score: Raw -844138.283717 + Penalty 2992.644833 = -841145.638884
  nChanged 88
		SP:Iteration 43Q (5215.470000 sec): 3 clusters
  Score: Raw -844179.023025 + Penalty 2992.644833 = -841186.378191
  nChanged 79
		SP:Iteration 44Q (5215.690000 sec): 3 clusters
  Score: Raw -844210.430256 + Penalty 2992.644833 = -841217.785423
  nChanged 67
		SP:Iteration 45Q (5215.900000 sec): 3 clusters
  Score: Raw -844234.538846 + Penalty 2992.644833 = -841241.894013
  nChanged 45
		SP:Iteration 46Q (5216.140000 sec): 3 clusters
  Score: Raw -844249.415800 + Penalty 2992.644833 = -841256.770967
  nChanged 55
		SP:Iteration 47Q (5216.340000 sec): 3 clusters
  Score: Raw -844267.102179 + Penalty 2992.644833 = -841274.457345
  nChanged 39
		SP:Iteration 48Q (5216.580000 sec): 3 clusters
  Score: Raw -844276.649854 + Penalty 2992.644833 = -841284.005020
  nChanged 32
		SP:Iteration 49Q (5216.850000 sec): 3 clusters
  Score: Raw -844281.702726 + Penalty 2992.644833 = -841289.057893
  nChanged 21
		SP:Iteration 50Q (5217.040000 sec): 3 clusters
  Score: Raw -844285.005042 + Penalty 2992.644833 = -841292.360209
  nChanged 21
		SP:Iteration 51Q (5217.290000 sec): 3 clusters
  Score: Raw -844287.696294 + Penalty 2992.644833 = -841295.051461
  nChanged 12
		SP:Iteration 52Q (5217.500000 sec): 3 clusters
  Score: Raw -844289.855941 + Penalty 2992.644833 = -841297.211108
  nChanged 12
		SP:Iteration 53Q (5217.740000 sec): 3 clusters
  Score: Raw -844291.495244 + Penalty 2992.644833 = -841298.850411
  nChanged 9
		SP:Iteration 54Q (5217.970000 sec): 3 clusters
  Score: Raw -844292.210086 + Penalty 2992.644833 = -841299.565252
  nChanged 3
		SP:Iteration 55Q (5218.180000 sec): 3 clusters
  Score: Raw -844292.709188 + Penalty 2992.644833 = -841300.064355
  nChanged 3
		SP:Iteration 56Q (5218.450000 sec): 3 clusters
  Score: Raw -844293.015763 + Penalty 2992.644833 = -841300.370930
  nChanged 1
		SP:Iteration 57Q (5218.690000 sec): 3 clusters
  Score: Raw -844293.067192 + Penalty 2992.644833 = -841300.422359
  nChanged 1
		SP:Iteration 58Q (5218.890000 sec): 3 clusters
  Score: Raw -844293.153309 + Penalty 2992.644833 = -841300.508476
  nChanged 1
		SP:Iteration 59Q (5219.120000 sec): 3 clusters
  Score: Raw -844293.193831 + Penalty 2992.644833 = -841300.548998
  nChanged 0
		SP:Iteration 60F (5219.320000 sec): 3 clusters
  Score: Raw -844293.193831 + Penalty 2992.644833 = -841300.548998
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 87.
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 54 (2199 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5219.420000 sec): 2 clusters
  Score: Raw -158528.478604 + Penalty 1250.560673 = -157277.917931
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5219.580000 sec): 3 clusters
  Score: Raw -157588.242555 + Penalty 2501.121347 = -155087.121209
  nChanged 802
		SP:Iteration 1F (5219.770000 sec): 3 clusters
  Score: Raw -158317.618444 + Penalty 2501.121347 = -155816.497097
  nChanged 263
		SP:Iteration 2F (5219.950000 sec): 3 clusters
  Score: Raw -158602.768285 + Penalty 2501.121347 = -156101.646938
  nChanged 160
		SP:Iteration 3F (5220.140000 sec): 3 clusters
  Score: Raw -158751.513533 + Penalty 2501.121347 = -156250.392186
  nChanged 111
		SP:Iteration 4F (5220.340000 sec): 3 clusters
  Score: Raw -158864.661925 + Penalty 2501.121347 = -156363.540578
  nChanged 70
		SP:Iteration 5Q (5220.540000 sec): 3 clusters
  Score: Raw -158946.553109 + Penalty 2501.121347 = -156445.431762
  nChanged 74
		SP:Iteration 6Q (5220.780000 sec): 3 clusters
  Score: Raw -159025.632803 + Penalty 2501.121347 = -156524.511456
  nChanged 70
		SP:Iteration 7Q (5220.920000 sec): 3 clusters
  Score: Raw -159097.911121 + Penalty 2501.121347 = -156596.789774
  nChanged 70
		SP:Iteration 8Q (5221.080000 sec): 3 clusters
  Score: Raw -159172.316026 + Penalty 2501.121347 = -156671.194679
  nChanged 89
		SP:Iteration 9Q (5221.260000 sec): 3 clusters
  Score: Raw -159265.301136 + Penalty 2501.121347 = -156764.179789
  nChanged 62
		SP:Iteration 10Q (5221.380000 sec): 3 clusters
  Score: Raw -159318.098089 + Penalty 2501.121347 = -156816.976742
  nChanged 53
		SP:Iteration 11Q (5221.540000 sec): 3 clusters
  Score: Raw -159360.721095 + Penalty 2501.121347 = -156859.599749
  nChanged 35
		SP:Iteration 12Q (5221.700000 sec): 3 clusters
  Score: Raw -159387.392048 + Penalty 2501.121347 = -156886.270701
  nChanged 23
		SP:Iteration 13Q (5221.840000 sec): 3 clusters
  Score: Raw -159404.965248 + Penalty 2501.121347 = -156903.843901
  nChanged 29
		SP:Iteration 14Q (5221.980000 sec): 3 clusters
  Score: Raw -159434.600521 + Penalty 2501.121347 = -156933.479174
  nChanged 37
		SP:Iteration 15Q (5222.190000 sec): 3 clusters
  Score: Raw -159472.154985 + Penalty 2501.121347 = -156971.033638
  nChanged 35
		SP:Iteration 16Q (5222.430000 sec): 3 clusters
  Score: Raw -159511.966728 + Penalty 2501.121347 = -157010.845381
  nChanged 37
		SP:Iteration 17Q (5222.620000 sec): 3 clusters
  Score: Raw -159554.769528 + Penalty 2501.121347 = -157053.648181
  nChanged 40
		SP:Iteration 18Q (5222.780000 sec): 3 clusters
  Score: Raw -159608.466194 + Penalty 2501.121347 = -157107.344847
  nChanged 43
		SP:Iteration 19Q (5223.000000 sec): 3 clusters
  Score: Raw -159672.869986 + Penalty 2501.121347 = -157171.748639
  nChanged 44
		SP:Iteration 20F (5223.170000 sec): 3 clusters
  Score: Raw -159741.170444 + Penalty 2501.121347 = -157240.049097
  nChanged 36
		SP:Iteration 21Q (5223.380000 sec): 3 clusters
  Score: Raw -159786.959954 + Penalty 2501.121347 = -157285.838607
  nChanged 35
		SP:Iteration 22Q (5223.580000 sec): 3 clusters
  Score: Raw -159839.463649 + Penalty 2501.121347 = -157338.342302
  nChanged 27
		SP:Iteration 23Q (5223.750000 sec): 3 clusters
  Score: Raw -159871.470611 + Penalty 2501.121347 = -157370.349264
  nChanged 26
		SP:Iteration 24Q (5223.970000 sec): 3 clusters
  Score: Raw -159957.118816 + Penalty 2501.121347 = -157455.997469
  nChanged 39
		SP:Iteration 25Q (5224.130000 sec): 3 clusters
  Score: Raw -160011.987485 + Penalty 2501.121347 = -157510.866138
  nChanged 37
		SP:Iteration 26Q (5224.380000 sec): 3 clusters
  Score: Raw -160058.802968 + Penalty 2501.121347 = -157557.681621
  nChanged 28
		SP:Iteration 27Q (5224.550000 sec): 3 clusters
  Score: Raw -160087.922064 + Penalty 2501.121347 = -157586.800717
  nChanged 12
		SP:Iteration 28Q (5224.740000 sec): 3 clusters
  Score: Raw -160099.699817 + Penalty 2501.121347 = -157598.578470
  nChanged 4
		SP:Iteration 29Q (5224.990000 sec): 3 clusters
  Score: Raw -160101.576838 + Penalty 2501.121347 = -157600.455491
  nChanged 3
		SP:Iteration 30Q (5225.150000 sec): 3 clusters
  Score: Raw -160102.633965 + Penalty 2501.121347 = -157601.512618
  nChanged 0
		SP:Iteration 31F (5225.430000 sec): 3 clusters
  Score: Raw -160102.633965 + Penalty 2501.121347 = -157601.512618
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 88.
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 55 (4715 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5225.510000 sec): 2 clusters
  Score: Raw -396126.794460 + Penalty 1374.506932 = -394752.287528
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5225.720000 sec): 3 clusters
  Score: Raw -393730.041013 + Penalty 2749.013863 = -390981.027149
  nChanged 1898
		SP:Iteration 1F (5225.950000 sec): 3 clusters
  Score: Raw -395095.391577 + Penalty 2749.013863 = -392346.377714
  nChanged 460
		SP:Iteration 2F (5226.130000 sec): 3 clusters
  Score: Raw -395497.538679 + Penalty 2749.013863 = -392748.524816
  nChanged 362
		SP:Iteration 3F (5226.350000 sec): 3 clusters
  Score: Raw -395839.327298 + Penalty 2749.013863 = -393090.313434
  nChanged 336
		SP:Iteration 4F (5226.550000 sec): 3 clusters
  Score: Raw -396161.850503 + Penalty 2749.013863 = -393412.836640
  nChanged 333
		SP:Iteration 5F (5226.750000 sec): 3 clusters
  Score: Raw -396484.272280 + Penalty 2749.013863 = -393735.258416
  nChanged 319
		SP:Iteration 6F (5226.970000 sec): 3 clusters
  Score: Raw -396808.016457 + Penalty 2749.013863 = -394059.002593
  nChanged 254
		SP:Iteration 7F (5227.170000 sec): 3 clusters
  Score: Raw -397087.520683 + Penalty 2749.013863 = -394338.506820
  nChanged 219
		SP:Iteration 8Q (5227.380000 sec): 3 clusters
  Score: Raw -397317.483500 + Penalty 2749.013863 = -394568.469637
  nChanged 145
		SP:Iteration 9Q (5227.630000 sec): 3 clusters
  Score: Raw -397473.677609 + Penalty 2749.013863 = -394724.663745
  nChanged 96
		SP:Iteration 10Q (5227.810000 sec): 3 clusters
  Score: Raw -397563.880803 + Penalty 2749.013863 = -394814.866939
  nChanged 74
		SP:Iteration 11Q (5228.020000 sec): 3 clusters
  Score: Raw -397627.748639 + Penalty 2749.013863 = -394878.734776
  nChanged 57
		SP:Iteration 12Q (5228.210000 sec): 3 clusters
  Score: Raw -397667.622642 + Penalty 2749.013863 = -394918.608779
  nChanged 42
		SP:Iteration 13Q (5228.410000 sec): 3 clusters
  Score: Raw -397696.512922 + Penalty 2749.013863 = -394947.499059
  nChanged 32
		SP:Iteration 14Q (5228.630000 sec): 3 clusters
  Score: Raw -397716.644372 + Penalty 2749.013863 = -394967.630509
  nChanged 20
		SP:Iteration 15Q (5228.800000 sec): 3 clusters
  Score: Raw -397725.064127 + Penalty 2749.013863 = -394976.050263
  nChanged 13
		SP:Iteration 16Q (5228.970000 sec): 3 clusters
  Score: Raw -397731.453747 + Penalty 2749.013863 = -394982.439883
  nChanged 10
		SP:Iteration 17Q (5229.170000 sec): 3 clusters
  Score: Raw -397735.397619 + Penalty 2749.013863 = -394986.383755
  nChanged 9
		SP:Iteration 18Q (5229.390000 sec): 3 clusters
  Score: Raw -397740.053323 + Penalty 2749.013863 = -394991.039459
  nChanged 6
		SP:Iteration 19Q (5229.600000 sec): 3 clusters
  Score: Raw -397743.061440 + Penalty 2749.013863 = -394994.047577
  nChanged 3
		SP:Iteration 20F (5229.750000 sec): 3 clusters
  Score: Raw -397744.532078 + Penalty 2749.013863 = -394995.518215
  nChanged 2
		SP:Iteration 21Q (5229.940000 sec): 3 clusters
  Score: Raw -397745.763405 + Penalty 2749.013863 = -394996.749542
  nChanged 5
		SP:Iteration 22Q (5230.110000 sec): 3 clusters
  Score: Raw -397747.969232 + Penalty 2749.013863 = -394998.955368
  nChanged 5
		SP:Iteration 23Q (5230.290000 sec): 3 clusters
  Score: Raw -397749.235202 + Penalty 2749.013863 = -395000.221339
  nChanged 3
		SP:Iteration 24Q (5230.450000 sec): 3 clusters
  Score: Raw -397750.134590 + Penalty 2749.013863 = -395001.120727
  nChanged 5
		SP:Iteration 25Q (5230.690000 sec): 3 clusters
  Score: Raw -397751.511010 + Penalty 2749.013863 = -395002.497146
  nChanged 2
		SP:Iteration 26Q (5230.870000 sec): 3 clusters
  Score: Raw -397751.969019 + Penalty 2749.013863 = -395002.955156
  nChanged 0
		SP:Iteration 27F (5231.080000 sec): 3 clusters
  Score: Raw -397751.969019 + Penalty 2749.013863 = -395002.955156
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 89.
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 56 (4221 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5231.190000 sec): 2 clusters
  Score: Raw -302591.806958 + Penalty 1356.521944 = -301235.285014
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5231.410000 sec): 3 clusters
  Score: Raw -300469.554211 + Penalty 2713.043887 = -297756.510324
  nChanged 1705
		SP:Iteration 1F (5231.610000 sec): 3 clusters
  Score: Raw -301964.888554 + Penalty 2713.043887 = -299251.844667
  nChanged 468
		SP:Iteration 2F (5231.850000 sec): 3 clusters
  Score: Raw -302588.854864 + Penalty 2713.043887 = -299875.810977
  nChanged 403
		SP:Iteration 3F (5232.090000 sec): 3 clusters
  Score: Raw -303227.351917 + Penalty 2713.043887 = -300514.308029
  nChanged 344
		SP:Iteration 4F (5232.350000 sec): 3 clusters
  Score: Raw -303800.394644 + Penalty 2713.043887 = -301087.350757
  nChanged 278
		SP:Iteration 5F (5232.570000 sec): 3 clusters
  Score: Raw -304193.621442 + Penalty 2713.043887 = -301480.577554
  nChanged 220
		SP:Iteration 6F (5232.740000 sec): 3 clusters
  Score: Raw -304496.303603 + Penalty 2713.043887 = -301783.259715
  nChanged 151
		SP:Iteration 7Q (5232.970000 sec): 3 clusters
  Score: Raw -304657.250457 + Penalty 2713.043887 = -301944.206570
  nChanged 108
		SP:Iteration 8Q (5233.190000 sec): 3 clusters
  Score: Raw -304766.207971 + Penalty 2713.043887 = -302053.164084
  nChanged 82
		SP:Iteration 9Q (5233.440000 sec): 3 clusters
  Score: Raw -304819.817693 + Penalty 2713.043887 = -302106.773806
  nChanged 47
		SP:Iteration 10Q (5233.600000 sec): 3 clusters
  Score: Raw -304851.351391 + Penalty 2713.043887 = -302138.307504
  nChanged 41
		SP:Iteration 11Q (5233.800000 sec): 3 clusters
  Score: Raw -304872.875360 + Penalty 2713.043887 = -302159.831473
  nChanged 25
		SP:Iteration 12Q (5234.030000 sec): 3 clusters
  Score: Raw -304881.933720 + Penalty 2713.043887 = -302168.889832
  nChanged 24
		SP:Iteration 13Q (5234.200000 sec): 3 clusters
  Score: Raw -304890.379231 + Penalty 2713.043887 = -302177.335344
  nChanged 17
		SP:Iteration 14Q (5234.410000 sec): 3 clusters
  Score: Raw -304897.007135 + Penalty 2713.043887 = -302183.963248
  nChanged 21
		SP:Iteration 15Q (5234.610000 sec): 3 clusters
  Score: Raw -304904.351353 + Penalty 2713.043887 = -302191.307466
  nChanged 17
		SP:Iteration 16Q (5234.780000 sec): 3 clusters
  Score: Raw -304910.519887 + Penalty 2713.043887 = -302197.475999
  nChanged 13
		SP:Iteration 17Q (5234.970000 sec): 3 clusters
  Score: Raw -304915.611654 + Penalty 2713.043887 = -302202.567766
  nChanged 14
		SP:Iteration 18Q (5235.220000 sec): 3 clusters
  Score: Raw -304922.726392 + Penalty 2713.043887 = -302209.682504
  nChanged 18
		SP:Iteration 19Q (5235.420000 sec): 3 clusters
  Score: Raw -304930.496176 + Penalty 2713.043887 = -302217.452289
  nChanged 16
		SP:Iteration 20F (5235.680000 sec): 3 clusters
  Score: Raw -304935.289316 + Penalty 2713.043887 = -302222.245429
  nChanged 11
		SP:Iteration 21Q (5235.890000 sec): 3 clusters
  Score: Raw -304938.135955 + Penalty 2713.043887 = -302225.092067
  nChanged 7
		SP:Iteration 22Q (5236.150000 sec): 3 clusters
  Score: Raw -304940.191667 + Penalty 2713.043887 = -302227.147779
  nChanged 8
		SP:Iteration 23Q (5236.320000 sec): 3 clusters
  Score: Raw -304942.420151 + Penalty 2713.043887 = -302229.376264
  nChanged 9
		SP:Iteration 24Q (5236.520000 sec): 3 clusters
  Score: Raw -304944.887024 + Penalty 2713.043887 = -302231.843136
  nChanged 10
		SP:Iteration 25Q (5236.750000 sec): 3 clusters
  Score: Raw -304947.421088 + Penalty 2713.043887 = -302234.377201
  nChanged 8
		SP:Iteration 26Q (5236.920000 sec): 3 clusters
  Score: Raw -304949.077921 + Penalty 2713.043887 = -302236.034033
  nChanged 4
		SP:Iteration 27Q (5237.210000 sec): 3 clusters
  Score: Raw -304949.688718 + Penalty 2713.043887 = -302236.644830
  nChanged 4
		SP:Iteration 28Q (5237.430000 sec): 3 clusters
  Score: Raw -304950.113703 + Penalty 2713.043887 = -302237.069815
  nChanged 4
		SP:Iteration 29Q (5237.630000 sec): 3 clusters
  Score: Raw -304950.643584 + Penalty 2713.043887 = -302237.599697
  nChanged 1
		SP:Iteration 30Q (5237.850000 sec): 3 clusters
  Score: Raw -304950.773181 + Penalty 2713.043887 = -302237.729293
  nChanged 0
		SP:Iteration 31F (5238.030000 sec): 3 clusters
  Score: Raw -304950.773181 + Penalty 2713.043887 = -302237.729293
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 90.
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 57 (4140 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5238.170000 sec): 2 clusters
  Score: Raw -332691.197880 + Penalty 1353.373298 = -331337.824581
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5238.410000 sec): 3 clusters
  Score: Raw -330714.657680 + Penalty 2706.746597 = -328007.911083
  nChanged 1607
		SP:Iteration 1F (5238.620000 sec): 3 clusters
  Score: Raw -331888.909647 + Penalty 2706.746597 = -329182.163050
  nChanged 380
		SP:Iteration 2F (5238.840000 sec): 3 clusters
  Score: Raw -332241.158858 + Penalty 2706.746597 = -329534.412261
  nChanged 289
		SP:Iteration 3F (5239.010000 sec): 3 clusters
  Score: Raw -332472.306505 + Penalty 2706.746597 = -329765.559908
  nChanged 212
		SP:Iteration 4F (5239.260000 sec): 3 clusters
  Score: Raw -332628.662633 + Penalty 2706.746597 = -329921.916036
  nChanged 162
		SP:Iteration 5Q (5239.450000 sec): 3 clusters
  Score: Raw -332739.393310 + Penalty 2706.746597 = -330032.646713
  nChanged 144
		SP:Iteration 6Q (5239.680000 sec): 3 clusters
  Score: Raw -332847.470546 + Penalty 2706.746597 = -330140.723949
  nChanged 133
		SP:Iteration 7Q (5239.890000 sec): 3 clusters
  Score: Raw -332934.451475 + Penalty 2706.746597 = -330227.704878
  nChanged 130
		SP:Iteration 8Q (5240.080000 sec): 3 clusters
  Score: Raw -333015.417576 + Penalty 2706.746597 = -330308.670979
  nChanged 107
		SP:Iteration 9Q (5240.290000 sec): 3 clusters
  Score: Raw -333089.041783 + Penalty 2706.746597 = -330382.295186
  nChanged 104
		SP:Iteration 10Q (5240.470000 sec): 3 clusters
  Score: Raw -333144.152605 + Penalty 2706.746597 = -330437.406009
  nChanged 73
		SP:Iteration 11Q (5240.650000 sec): 3 clusters
  Score: Raw -333183.121172 + Penalty 2706.746597 = -330476.374576
  nChanged 70
		SP:Iteration 12Q (5240.820000 sec): 3 clusters
  Score: Raw -333219.775368 + Penalty 2706.746597 = -330513.028772
  nChanged 60
		SP:Iteration 13Q (5241.010000 sec): 3 clusters
  Score: Raw -333244.499889 + Penalty 2706.746597 = -330537.753292
  nChanged 40
		SP:Iteration 14Q (5241.220000 sec): 3 clusters
  Score: Raw -333257.435841 + Penalty 2706.746597 = -330550.689244
  nChanged 37
		SP:Iteration 15Q (5241.410000 sec): 3 clusters
  Score: Raw -333273.996577 + Penalty 2706.746597 = -330567.249981
  nChanged 33
		SP:Iteration 16Q (5241.600000 sec): 3 clusters
  Score: Raw -333281.914604 + Penalty 2706.746597 = -330575.168007
  nChanged 17
		SP:Iteration 17Q (5241.810000 sec): 3 clusters
  Score: Raw -333286.654303 + Penalty 2706.746597 = -330579.907707
  nChanged 6
		SP:Iteration 18Q (5242.030000 sec): 3 clusters
  Score: Raw -333288.320445 + Penalty 2706.746597 = -330581.573849
  nChanged 7
		SP:Iteration 19Q (5242.180000 sec): 3 clusters
  Score: Raw -333292.035023 + Penalty 2706.746597 = -330585.288426
  nChanged 5
		SP:Iteration 20F (5242.370000 sec): 3 clusters
  Score: Raw -333294.211733 + Penalty 2706.746597 = -330587.465136
  nChanged 3
		SP:Iteration 21Q (5242.540000 sec): 3 clusters
  Score: Raw -333294.851952 + Penalty 2706.746597 = -330588.105356
  nChanged 5
		SP:Iteration 22Q (5242.760000 sec): 3 clusters
  Score: Raw -333296.229915 + Penalty 2706.746597 = -330589.483318
  nChanged 4
		SP:Iteration 23Q (5242.970000 sec): 3 clusters
  Score: Raw -333296.984110 + Penalty 2706.746597 = -330590.237513
  nChanged 3
		SP:Iteration 24Q (5243.150000 sec): 3 clusters
  Score: Raw -333298.433939 + Penalty 2706.746597 = -330591.687342
  nChanged 3
		SP:Iteration 25Q (5243.340000 sec): 3 clusters
  Score: Raw -333299.191045 + Penalty 2706.746597 = -330592.444449
  nChanged 6
		SP:Iteration 26Q (5243.530000 sec): 3 clusters
  Score: Raw -333300.601201 + Penalty 2706.746597 = -330593.854605
  nChanged 6
		SP:Iteration 27Q (5243.710000 sec): 3 clusters
  Score: Raw -333302.454937 + Penalty 2706.746597 = -330595.708341
  nChanged 6
		SP:Iteration 28Q (5243.870000 sec): 3 clusters
  Score: Raw -333303.927214 + Penalty 2706.746597 = -330597.180617
  nChanged 7
		SP:Iteration 29Q (5244.050000 sec): 3 clusters
  Score: Raw -333306.354890 + Penalty 2706.746597 = -330599.608293
  nChanged 6
		SP:Iteration 30Q (5244.190000 sec): 3 clusters
  Score: Raw -333307.675911 + Penalty 2706.746597 = -330600.929314
  nChanged 3
		SP:Iteration 31Q (5244.390000 sec): 3 clusters
  Score: Raw -333308.166394 + Penalty 2706.746597 = -330601.419797
  nChanged 1
		SP:Iteration 32Q (5244.560000 sec): 3 clusters
  Score: Raw -333308.619335 + Penalty 2706.746597 = -330601.872738
  nChanged 1
		SP:Iteration 33Q (5244.770000 sec): 3 clusters
  Score: Raw -333308.792125 + Penalty 2706.746597 = -330602.045529
  nChanged 0
		SP:Iteration 34F (5244.950000 sec): 3 clusters
  Score: Raw -333308.792125 + Penalty 2706.746597 = -330602.045529
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 58 (2151 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5245.060000 sec): 2 clusters
  Score: Raw -153609.985398 + Penalty 1246.974321 = -152363.011077
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5245.220000 sec): 3 clusters
  Score: Raw -152716.465201 + Penalty 2493.948642 = -150222.516559
  nChanged 752
		SP:Iteration 1F (5245.390000 sec): 3 clusters
  Score: Raw -153458.199717 + Penalty 2493.948642 = -150964.251075
  nChanged 247
		SP:Iteration 2F (5245.590000 sec): 3 clusters
  Score: Raw -153811.316165 + Penalty 2493.948642 = -151317.367523
  nChanged 182
		SP:Iteration 3F (5245.750000 sec): 3 clusters
  Score: Raw -154077.165363 + Penalty 2493.948642 = -151583.216721
  nChanged 145
		SP:Iteration 4F (5245.910000 sec): 3 clusters
  Score: Raw -154243.580154 + Penalty 2493.948642 = -151749.631512
  nChanged 85
		SP:Iteration 5Q (5246.120000 sec): 3 clusters
  Score: Raw -154346.903662 + Penalty 2493.948642 = -151852.955020
  nChanged 70
		SP:Iteration 6Q (5246.280000 sec): 3 clusters
  Score: Raw -154405.657985 + Penalty 2493.948642 = -151911.709343
  nChanged 47
		SP:Iteration 7Q (5246.450000 sec): 3 clusters
  Score: Raw -154440.331946 + Penalty 2493.948642 = -151946.383304
  nChanged 35
		SP:Iteration 8Q (5246.660000 sec): 3 clusters
  Score: Raw -154466.595134 + Penalty 2493.948642 = -151972.646492
  nChanged 21
		SP:Iteration 9Q (5246.880000 sec): 3 clusters
  Score: Raw -154483.998839 + Penalty 2493.948642 = -151990.050197
  nChanged 20
		SP:Iteration 10Q (5247.070000 sec): 3 clusters
  Score: Raw -154499.428040 + Penalty 2493.948642 = -152005.479398
  nChanged 14
		SP:Iteration 11Q (5247.230000 sec): 3 clusters
  Score: Raw -154507.481971 + Penalty 2493.948642 = -152013.533329
  nChanged 15
		SP:Iteration 12Q (5247.440000 sec): 3 clusters
  Score: Raw -154518.975957 + Penalty 2493.948642 = -152025.027315
  nChanged 9
		SP:Iteration 13Q (5247.620000 sec): 3 clusters
  Score: Raw -154525.205510 + Penalty 2493.948642 = -152031.256868
  nChanged 9
		SP:Iteration 14Q (5247.840000 sec): 3 clusters
  Score: Raw -154530.400659 + Penalty 2493.948642 = -152036.452017
  nChanged 5
		SP:Iteration 15Q (5248.020000 sec): 3 clusters
  Score: Raw -154533.811063 + Penalty 2493.948642 = -152039.862421
  nChanged 3
		SP:Iteration 16Q (5248.180000 sec): 3 clusters
  Score: Raw -154536.615735 + Penalty 2493.948642 = -152042.667093
  nChanged 3
		SP:Iteration 17Q (5248.370000 sec): 3 clusters
  Score: Raw -154539.318940 + Penalty 2493.948642 = -152045.370298
  nChanged 2
		SP:Iteration 18Q (5248.510000 sec): 3 clusters
  Score: Raw -154541.069096 + Penalty 2493.948642 = -152047.120454
  nChanged 1
		SP:Iteration 19Q (5248.690000 sec): 3 clusters
  Score: Raw -154541.589519 + Penalty 2493.948642 = -152047.640877
  nChanged 1
		SP:Iteration 20F (5248.880000 sec): 3 clusters
  Score: Raw -154543.704152 + Penalty 2493.948642 = -152049.755510
  nChanged 1
		SP:Iteration 21Q (5249.090000 sec): 3 clusters
  Score: Raw -154544.313979 + Penalty 2493.948642 = -152050.365337
  nChanged 3
		SP:Iteration 22Q (5249.270000 sec): 3 clusters
  Score: Raw -154548.246039 + Penalty 2493.948642 = -152054.297397
  nChanged 4
		SP:Iteration 23Q (5249.460000 sec): 3 clusters
  Score: Raw -154550.601816 + Penalty 2493.948642 = -152056.653174
  nChanged 1
		SP:Iteration 24Q (5249.640000 sec): 3 clusters
  Score: Raw -154550.864792 + Penalty 2493.948642 = -152056.916150
  nChanged 1
		SP:Iteration 25Q (5249.830000 sec): 3 clusters
  Score: Raw -154551.625152 + Penalty 2493.948642 = -152057.676510
  nChanged 1
		SP:Iteration 26Q (5250.020000 sec): 3 clusters
  Score: Raw -154551.870230 + Penalty 2493.948642 = -152057.921587
  nChanged 0
		SP:Iteration 27F (5250.190000 sec): 3 clusters
  Score: Raw -154551.870230 + Penalty 2493.948642 = -152057.921587
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 59 (20535 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5250.370000 sec): 2 clusters
  Score: Raw -1693935.216860 + Penalty 1613.606479 = -1692321.610380
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5250.610000 sec): 3 clusters
  Score: Raw -1681591.340357 + Penalty 3227.212959 = -1678364.127398
  nChanged 9200
		SP:Iteration 1F (5250.870000 sec): 3 clusters
  Score: Raw -1687405.606110 + Penalty 3227.212959 = -1684178.393151
  nChanged 1615
		SP:Iteration 2F (5251.120000 sec): 3 clusters
  Score: Raw -1688852.541988 + Penalty 3227.212959 = -1685625.329029
  nChanged 1752
		SP:Iteration 3F (5251.440000 sec): 3 clusters
  Score: Raw -1690600.140928 + Penalty 3227.212959 = -1687372.927969
  nChanged 1774
		SP:Iteration 4F (5251.680000 sec): 3 clusters
  Score: Raw -1692398.615096 + Penalty 3227.212959 = -1689171.402138
  nChanged 1612
		SP:Iteration 5F (5251.930000 sec): 3 clusters
  Score: Raw -1693907.077539 + Penalty 3227.212959 = -1690679.864580
  nChanged 1314
		SP:Iteration 6F (5252.210000 sec): 3 clusters
  Score: Raw -1694885.454710 + Penalty 3227.212959 = -1691658.241752
  nChanged 955
		SP:Iteration 7Q (5252.490000 sec): 3 clusters
  Score: Raw -1695417.421292 + Penalty 3227.212959 = -1692190.208333
  nChanged 656
		SP:Iteration 8Q (5252.730000 sec): 3 clusters
  Score: Raw -1695754.454073 + Penalty 3227.212959 = -1692527.241114
  nChanged 577
		SP:Iteration 9Q (5253.020000 sec): 3 clusters
  Score: Raw -1696057.252623 + Penalty 3227.212959 = -1692830.039665
  nChanged 481
		SP:Iteration 10Q (5253.330000 sec): 3 clusters
  Score: Raw -1696308.757426 + Penalty 3227.212959 = -1693081.544467
  nChanged 421
		SP:Iteration 11Q (5253.590000 sec): 3 clusters
  Score: Raw -1696459.622532 + Penalty 3227.212959 = -1693232.409574
  nChanged 318
		SP:Iteration 12Q (5253.880000 sec): 3 clusters
  Score: Raw -1696541.297032 + Penalty 3227.212959 = -1693314.084073
  nChanged 210
		SP:Iteration 13Q (5254.140000 sec): 3 clusters
  Score: Raw -1696575.495289 + Penalty 3227.212959 = -1693348.282330
  nChanged 121
		SP:Iteration 14Q (5254.410000 sec): 3 clusters
  Score: Raw -1696591.374912 + Penalty 3227.212959 = -1693364.161953
  nChanged 96
		SP:Iteration 15Q (5254.770000 sec): 3 clusters
  Score: Raw -1696602.124646 + Penalty 3227.212959 = -1693374.911687
  nChanged 75
		SP:Iteration 16Q (5255.060000 sec): 3 clusters
  Score: Raw -1696609.894907 + Penalty 3227.212959 = -1693382.681948
  nChanged 62
		SP:Iteration 17Q (5255.340000 sec): 3 clusters
  Score: Raw -1696616.405280 + Penalty 3227.212959 = -1693389.192322
  nChanged 37
		SP:Iteration 18Q (5255.650000 sec): 3 clusters
  Score: Raw -1696620.114512 + Penalty 3227.212959 = -1693392.901553
  nChanged 38
		SP:Iteration 19Q (5255.900000 sec): 3 clusters
  Score: Raw -1696622.639031 + Penalty 3227.212959 = -1693395.426072
  nChanged 21
		SP:Iteration 20F (5256.180000 sec): 3 clusters
  Score: Raw -1696623.989052 + Penalty 3227.212959 = -1693396.776094
  nChanged 20
		SP:Iteration 21Q (5256.480000 sec): 3 clusters
  Score: Raw -1696625.198770 + Penalty 3227.212959 = -1693397.985811
  nChanged 14
		SP:Iteration 22Q (5256.790000 sec): 3 clusters
  Score: Raw -1696626.312510 + Penalty 3227.212959 = -1693399.099552
  nChanged 20
		SP:Iteration 23Q (5257.080000 sec): 3 clusters
  Score: Raw -1696627.708744 + Penalty 3227.212959 = -1693400.495785
  nChanged 18
		SP:Iteration 24Q (5257.410000 sec): 3 clusters
  Score: Raw -1696628.818867 + Penalty 3227.212959 = -1693401.605909
  nChanged 11
		SP:Iteration 25Q (5257.680000 sec): 3 clusters
  Score: Raw -1696629.415742 + Penalty 3227.212959 = -1693402.202784
  nChanged 7
		SP:Iteration 26Q (5257.920000 sec): 3 clusters
  Score: Raw -1696629.725037 + Penalty 3227.212959 = -1693402.512078
  nChanged 3
		SP:Iteration 27Q (5258.220000 sec): 3 clusters
  Score: Raw -1696629.985123 + Penalty 3227.212959 = -1693402.772165
  nChanged 7
		SP:Iteration 28Q (5258.470000 sec): 3 clusters
  Score: Raw -1696630.325887 + Penalty 3227.212959 = -1693403.112929
  nChanged 5
		SP:Iteration 29Q (5258.800000 sec): 3 clusters
  Score: Raw -1696630.503549 + Penalty 3227.212959 = -1693403.290591
  nChanged 3
		SP:Iteration 30Q (5259.040000 sec): 3 clusters
  Score: Raw -1696630.567638 + Penalty 3227.212959 = -1693403.354679
  nChanged 2
		SP:Iteration 31Q (5259.330000 sec): 3 clusters
  Score: Raw -1696630.629466 + Penalty 3227.212959 = -1693403.416508
  nChanged 1
		SP:Iteration 32Q (5259.660000 sec): 3 clusters
  Score: Raw -1696630.673233 + Penalty 3227.212959 = -1693403.460275
  nChanged 3
		SP:Iteration 33Q (5259.900000 sec): 3 clusters
  Score: Raw -1696630.857222 + Penalty 3227.212959 = -1693403.644264
  nChanged 2
		SP:Iteration 34Q (5260.200000 sec): 3 clusters
  Score: Raw -1696630.954330 + Penalty 3227.212959 = -1693403.741372
  nChanged 0
		SP:Iteration 35F (5260.430000 sec): 3 clusters
  Score: Raw -1696630.954330 + Penalty 3227.212959 = -1693403.741372
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 91.
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 60 (6194 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5260.560000 sec): 2 clusters
  Score: Raw -554011.169750 + Penalty 1418.842159 = -552592.327592
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5260.760000 sec): 3 clusters
  Score: Raw -550784.882489 + Penalty 2837.684317 = -547947.198171
  nChanged 2550
		SP:Iteration 1F (5260.910000 sec): 3 clusters
  Score: Raw -552131.327384 + Penalty 2837.684317 = -549293.643067
  nChanged 401
		SP:Iteration 2F (5261.140000 sec): 3 clusters
  Score: Raw -552363.360260 + Penalty 2837.684317 = -549525.675943
  nChanged 340
		SP:Iteration 3F (5261.360000 sec): 3 clusters
  Score: Raw -552568.518798 + Penalty 2837.684317 = -549730.834481
  nChanged 304
		SP:Iteration 4Q (5261.540000 sec): 3 clusters
  Score: Raw -552766.552546 + Penalty 2837.684317 = -549928.868229
  nChanged 290
		SP:Iteration 5Q (5261.770000 sec): 3 clusters
  Score: Raw -552928.004346 + Penalty 2837.684317 = -550090.320029
  nChanged 246
		SP:Iteration 6Q (5261.980000 sec): 3 clusters
  Score: Raw -553065.744720 + Penalty 2837.684317 = -550228.060402
  nChanged 232
		SP:Iteration 7Q (5262.160000 sec): 3 clusters
  Score: Raw -553186.332292 + Penalty 2837.684317 = -550348.647975
  nChanged 200
		SP:Iteration 8Q (5262.360000 sec): 3 clusters
  Score: Raw -553287.038488 + Penalty 2837.684317 = -550449.354171
  nChanged 185
		SP:Iteration 9Q (5262.600000 sec): 3 clusters
  Score: Raw -553396.612284 + Penalty 2837.684317 = -550558.927967
  nChanged 194
		SP:Iteration 10Q (5262.810000 sec): 3 clusters
  Score: Raw -553510.258302 + Penalty 2837.684317 = -550672.573985
  nChanged 213
		SP:Iteration 11Q (5263.040000 sec): 3 clusters
  Score: Raw -553669.555911 + Penalty 2837.684317 = -550831.871594
  nChanged 230
		SP:Iteration 12Q (5263.240000 sec): 3 clusters
  Score: Raw -553830.779428 + Penalty 2837.684317 = -550993.095111
  nChanged 221
		SP:Iteration 13Q (5263.470000 sec): 3 clusters
  Score: Raw -553984.046201 + Penalty 2837.684317 = -551146.361884
  nChanged 203
		SP:Iteration 14Q (5263.660000 sec): 3 clusters
  Score: Raw -554116.799873 + Penalty 2837.684317 = -551279.115556
  nChanged 181
		SP:Iteration 15Q (5263.860000 sec): 3 clusters
  Score: Raw -554247.216876 + Penalty 2837.684317 = -551409.532558
  nChanged 175
		SP:Iteration 16Q (5264.040000 sec): 3 clusters
  Score: Raw -554367.205071 + Penalty 2837.684317 = -551529.520754
  nChanged 117
		SP:Iteration 17Q (5264.210000 sec): 3 clusters
  Score: Raw -554443.158387 + Penalty 2837.684317 = -551605.474070
  nChanged 100
		SP:Iteration 18Q (5264.410000 sec): 3 clusters
  Score: Raw -554508.586065 + Penalty 2837.684317 = -551670.901748
  nChanged 72
		SP:Iteration 19Q (5264.650000 sec): 3 clusters
  Score: Raw -554561.718635 + Penalty 2837.684317 = -551724.034318
  nChanged 69
		SP:Iteration 20F (5264.850000 sec): 3 clusters
  Score: Raw -554601.997846 + Penalty 2837.684317 = -551764.313529
  nChanged 56
		SP:Iteration 21Q (5265.030000 sec): 3 clusters
  Score: Raw -554624.351640 + Penalty 2837.684317 = -551786.667323
  nChanged 41
		SP:Iteration 22Q (5265.180000 sec): 3 clusters
  Score: Raw -554638.586399 + Penalty 2837.684317 = -551800.902082
  nChanged 36
		SP:Iteration 23Q (5265.400000 sec): 3 clusters
  Score: Raw -554651.248290 + Penalty 2837.684317 = -551813.563973
  nChanged 30
		SP:Iteration 24Q (5265.550000 sec): 3 clusters
  Score: Raw -554661.638889 + Penalty 2837.684317 = -551823.954572
  nChanged 21
		SP:Iteration 25Q (5265.810000 sec): 3 clusters
  Score: Raw -554668.995407 + Penalty 2837.684317 = -551831.311090
  nChanged 20
		SP:Iteration 26Q (5265.990000 sec): 3 clusters
  Score: Raw -554674.668243 + Penalty 2837.684317 = -551836.983926
  nChanged 10
		SP:Iteration 27Q (5266.210000 sec): 3 clusters
  Score: Raw -554677.525242 + Penalty 2837.684317 = -551839.840925
  nChanged 10
		SP:Iteration 28Q (5266.370000 sec): 3 clusters
  Score: Raw -554681.787807 + Penalty 2837.684317 = -551844.103490
  nChanged 13
		SP:Iteration 29Q (5266.580000 sec): 3 clusters
  Score: Raw -554684.943428 + Penalty 2837.684317 = -551847.259111
  nChanged 5
		SP:Iteration 30Q (5266.810000 sec): 3 clusters
  Score: Raw -554686.094783 + Penalty 2837.684317 = -551848.410466
  nChanged 5
		SP:Iteration 31Q (5267.010000 sec): 3 clusters
  Score: Raw -554687.520026 + Penalty 2837.684317 = -551849.835709
  nChanged 7
		SP:Iteration 32Q (5267.210000 sec): 3 clusters
  Score: Raw -554689.435676 + Penalty 2837.684317 = -551851.751359
  nChanged 8
		SP:Iteration 33Q (5267.450000 sec): 3 clusters
  Score: Raw -554692.106661 + Penalty 2837.684317 = -551854.422344
  nChanged 7
		SP:Iteration 34Q (5267.660000 sec): 3 clusters
  Score: Raw -554694.845959 + Penalty 2837.684317 = -551857.161642
  nChanged 12
		SP:Iteration 35Q (5267.870000 sec): 3 clusters
  Score: Raw -554699.080336 + Penalty 2837.684317 = -551861.396019
  nChanged 10
		SP:Iteration 36Q (5268.070000 sec): 3 clusters
  Score: Raw -554702.032212 + Penalty 2837.684317 = -551864.347895
  nChanged 7
		SP:Iteration 37Q (5268.250000 sec): 3 clusters
  Score: Raw -554704.295515 + Penalty 2837.684317 = -551866.611197
  nChanged 7
		SP:Iteration 38Q (5268.460000 sec): 3 clusters
  Score: Raw -554705.841503 + Penalty 2837.684317 = -551868.157185
  nChanged 7
		SP:Iteration 39Q (5268.690000 sec): 3 clusters
  Score: Raw -554707.657782 + Penalty 2837.684317 = -551869.973465
  nChanged 7
		SP:Iteration 40F (5268.890000 sec): 3 clusters
  Score: Raw -554710.138232 + Penalty 2837.684317 = -551872.453915
  nChanged 12
		SP:Iteration 41Q (5269.070000 sec): 3 clusters
  Score: Raw -554715.005065 + Penalty 2837.684317 = -551877.320747
  nChanged 12
		SP:Iteration 42Q (5269.280000 sec): 3 clusters
  Score: Raw -554718.972356 + Penalty 2837.684317 = -551881.288039
  nChanged 6
		SP:Iteration 43Q (5269.490000 sec): 3 clusters
  Score: Raw -554720.922044 + Penalty 2837.684317 = -551883.237727
  nChanged 5
		SP:Iteration 44Q (5269.690000 sec): 3 clusters
  Score: Raw -554722.277798 + Penalty 2837.684317 = -551884.593480
  nChanged 6
		SP:Iteration 45Q (5269.890000 sec): 3 clusters
  Score: Raw -554724.244892 + Penalty 2837.684317 = -551886.560575
  nChanged 4
		SP:Iteration 46Q (5270.130000 sec): 3 clusters
  Score: Raw -554725.154932 + Penalty 2837.684317 = -551887.470615
  nChanged 2
		SP:Iteration 47Q (5270.370000 sec): 3 clusters
  Score: Raw -554725.581063 + Penalty 2837.684317 = -551887.896746
  nChanged 2
		SP:Iteration 48Q (5270.550000 sec): 3 clusters
  Score: Raw -554726.467561 + Penalty 2837.684317 = -551888.783244
  nChanged 3
		SP:Iteration 49Q (5270.740000 sec): 3 clusters
  Score: Raw -554727.582926 + Penalty 2837.684317 = -551889.898609
  nChanged 4
		SP:Iteration 50Q (5270.970000 sec): 3 clusters
  Score: Raw -554728.808968 + Penalty 2837.684317 = -551891.124651
  nChanged 3
		SP:Iteration 51Q (5271.170000 sec): 3 clusters
  Score: Raw -554729.451337 + Penalty 2837.684317 = -551891.767020
  nChanged 2
		SP:Iteration 52Q (5271.370000 sec): 3 clusters
  Score: Raw -554730.191759 + Penalty 2837.684317 = -551892.507442
  nChanged 1
		SP:Iteration 53Q (5271.630000 sec): 3 clusters
  Score: Raw -554730.504284 + Penalty 2837.684317 = -551892.819966
  nChanged 0
		SP:Iteration 54F (5271.780000 sec): 3 clusters
  Score: Raw -554730.504284 + Penalty 2837.684317 = -551892.819966
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 61 (7823 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5271.920000 sec): 2 clusters
  Score: Raw -689195.107894 + Penalty 1456.783801 = -687738.324093
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5272.170000 sec): 3 clusters
  Score: Raw -684802.197656 + Penalty 2913.567602 = -681888.630054
  nChanged 3342
		SP:Iteration 1F (5272.370000 sec): 3 clusters
  Score: Raw -686932.269692 + Penalty 2913.567602 = -684018.702089
  nChanged 782
		SP:Iteration 2F (5272.570000 sec): 3 clusters
  Score: Raw -687942.275802 + Penalty 2913.567602 = -685028.708200
  nChanged 904
		SP:Iteration 3F (5272.810000 sec): 3 clusters
  Score: Raw -689363.840609 + Penalty 2913.567602 = -686450.273007
  nChanged 866
		SP:Iteration 4F (5272.980000 sec): 3 clusters
  Score: Raw -690568.269433 + Penalty 2913.567602 = -687654.701831
  nChanged 618
		SP:Iteration 5F (5273.230000 sec): 3 clusters
  Score: Raw -691234.742042 + Penalty 2913.567602 = -688321.174439
  nChanged 383
		SP:Iteration 6Q (5273.460000 sec): 3 clusters
  Score: Raw -691504.879298 + Penalty 2913.567602 = -688591.311696
  nChanged 195
		SP:Iteration 7Q (5273.690000 sec): 3 clusters
  Score: Raw -691598.521353 + Penalty 2913.567602 = -688684.953751
  nChanged 130
		SP:Iteration 8Q (5273.920000 sec): 3 clusters
  Score: Raw -691642.812883 + Penalty 2913.567602 = -688729.245281
  nChanged 86
		SP:Iteration 9Q (5274.130000 sec): 3 clusters
  Score: Raw -691665.444064 + Penalty 2913.567602 = -688751.876462
  nChanged 47
		SP:Iteration 10Q (5274.330000 sec): 3 clusters
  Score: Raw -691679.179097 + Penalty 2913.567602 = -688765.611495
  nChanged 39
		SP:Iteration 11Q (5274.560000 sec): 3 clusters
  Score: Raw -691687.801281 + Penalty 2913.567602 = -688774.233679
  nChanged 27
		SP:Iteration 12Q (5274.820000 sec): 3 clusters
  Score: Raw -691694.336772 + Penalty 2913.567602 = -688780.769170
  nChanged 29
		SP:Iteration 13Q (5275.060000 sec): 3 clusters
  Score: Raw -691698.907170 + Penalty 2913.567602 = -688785.339567
  nChanged 20
		SP:Iteration 14Q (5275.280000 sec): 3 clusters
  Score: Raw -691701.739801 + Penalty 2913.567602 = -688788.172198
  nChanged 13
		SP:Iteration 15Q (5275.490000 sec): 3 clusters
  Score: Raw -691703.406261 + Penalty 2913.567602 = -688789.838659
  nChanged 16
		SP:Iteration 16Q (5275.670000 sec): 3 clusters
  Score: Raw -691705.610166 + Penalty 2913.567602 = -688792.042563
  nChanged 13
		SP:Iteration 17Q (5275.870000 sec): 3 clusters
  Score: Raw -691707.543335 + Penalty 2913.567602 = -688793.975733
  nChanged 7
		SP:Iteration 18Q (5276.070000 sec): 3 clusters
  Score: Raw -691708.624964 + Penalty 2913.567602 = -688795.057362
  nChanged 12
		SP:Iteration 19Q (5276.380000 sec): 3 clusters
  Score: Raw -691710.167130 + Penalty 2913.567602 = -688796.599528
  nChanged 8
		SP:Iteration 20F (5276.590000 sec): 3 clusters
  Score: Raw -691711.021345 + Penalty 2913.567602 = -688797.453743
  nChanged 4
		SP:Iteration 21Q (5276.840000 sec): 3 clusters
  Score: Raw -691711.503291 + Penalty 2913.567602 = -688797.935688
  nChanged 3
		SP:Iteration 22Q (5277.070000 sec): 3 clusters
  Score: Raw -691711.798440 + Penalty 2913.567602 = -688798.230838
  nChanged 1
		SP:Iteration 23Q (5277.280000 sec): 3 clusters
  Score: Raw -691711.892310 + Penalty 2913.567602 = -688798.324707
  nChanged 1
		SP:Iteration 24Q (5277.520000 sec): 3 clusters
  Score: Raw -691711.980774 + Penalty 2913.567602 = -688798.413171
  nChanged 0
		SP:Iteration 25F (5277.760000 sec): 3 clusters
  Score: Raw -691711.980774 + Penalty 2913.567602 = -688798.413171
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 92.
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 62 (339 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5277.880000 sec): 2 clusters
  Score: Raw -25382.340732 + Penalty 946.725017 = -24435.615715
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5278.080000 sec): 3 clusters
  Score: Raw -25424.313111 + Penalty 1893.450035 = -23530.863076
  nChanged 73
		SP:Iteration 1F (5278.230000 sec): 3 clusters
  Score: Raw -25585.387989 + Penalty 1893.450035 = -23691.937954
  nChanged 22
		SP:Iteration 2F (5278.430000 sec): 3 clusters
  Score: Raw -25626.157007 + Penalty 1893.450035 = -23732.706972
  nChanged 10
		SP:Iteration 3Q (5278.640000 sec): 3 clusters
  Score: Raw -25655.728409 + Penalty 1893.450035 = -23762.278374
  nChanged 6
		SP:Iteration 4Q (5278.850000 sec): 3 clusters
  Score: Raw -25674.181677 + Penalty 1893.450035 = -23780.731642
  nChanged 4
		SP:Iteration 5Q (5279.020000 sec): 3 clusters
  Score: Raw -25682.553745 + Penalty 1893.450035 = -23789.103711
  nChanged 1
		SP:Iteration 6Q (5279.200000 sec): 3 clusters
  Score: Raw -25685.000801 + Penalty 1893.450035 = -23791.550766
  nChanged 1
		SP:Iteration 7Q (5279.370000 sec): 3 clusters
  Score: Raw -25688.184481 + Penalty 1893.450035 = -23794.734446
  nChanged 0
		SP:Iteration 8F (5279.470000 sec): 3 clusters
  Score: Raw -25688.184481 + Penalty 1893.450035 = -23794.734446
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 63 (10600 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (5279.650000 sec): 2 clusters
  Score: Raw -1003456.369861 + Penalty 1506.149008 = -1001950.220853
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (5279.880000 sec): 3 clusters
  Score: Raw -997421.832124 + Penalty 3012.298016 = -994409.534108
  nChanged 4643
		SP:Iteration 1F (5280.160000 sec): 3 clusters
  Score: Raw -1000088.226094 + Penalty 3012.298016 = -997075.928078
  nChanged 704
		SP:Iteration 2F (5280.420000 sec): 3 clusters
  Score: Raw -1000504.687932 + Penalty 3012.298016 = -997492.389916
  nChanged 700
		SP:Iteration 3F (5280.670000 sec): 3 clusters
  Score: Raw -1001067.561713 + Penalty 3012.298016 = -998055.263697
  nChanged 844
		SP:Iteration 4F (5280.890000 sec): 3 clusters
  Score: Raw -1001857.545078 + Penalty 3012.298016 = -998845.247062
  nChanged 933
		SP:Iteration 5F (5281.100000 sec): 3 clusters
  Score: Raw -1002921.220908 + Penalty 3012.298016 = -999908.922891
  nChanged 911
		SP:Iteration 6F (5281.360000 sec): 3 clusters
  Score: Raw -1003892.441524 + Penalty 3012.298016 = -1000880.143508
  nChanged 664
		SP:Iteration 7F (5281.590000 sec): 3 clusters
  Score: Raw -1004388.037106 + Penalty 3012.298016 = -1001375.739090
  nChanged 401
		SP:Iteration 8Q (5281.810000 sec): 3 clusters
  Score: Raw -1004625.939768 + Penalty 3012.298016 = -1001613.641752
  nChanged 292
		SP:Iteration 9Q (5282.040000 sec): 3 clusters
  Score: Raw -1004793.703147 + Penalty 3012.298016 = -1001781.405131
  nChanged 264
		SP:Iteration 10Q (5282.310000 sec): 3 clusters
  Score: Raw -1005033.172641 + Penalty 3012.298016 = -1002020.874625
  nChanged 304
		SP:Iteration 11Q (5282.510000 sec): 3 clusters
  Score: Raw -1005513.027785 + Penalty 3012.298016 = -1002500.729769
  nChanged 314
		SP:Iteration 12Q (5282.780000 sec): 3 clusters
  Score: Raw -1006023.558402 + Penalty 3012.298016 = -1003011.260386
  nChanged 264
		SP:Iteration 13Q (5283.050000 sec): 3 clusters
  Score: Raw -1006201.084271 + Penalty 3012.298016 = -1003188.786255
  nChanged 162
		SP:Iteration 14Q (5283.280000 sec): 3 clusters
  Score: Raw -1006250.447633 + Penalty 3012.298016 = -1003238.149617
  nChanged 90
		SP:Iteration 15Q (5283.530000 sec): 3 clusters
  Score: Raw -1006266.772416 + Penalty 3012.298016 = -1003254.474400
  nChanged 54
		SP:Iteration 16Q (5283.770000 sec): 3 clusters
  Score: Raw -1006276.264874 + Penalty 3012.298016 = -1003263.966858
  nChanged 33
		SP:Iteration 17Q (5284.010000 sec): 3 clusters
  Score: Raw -1006280.442307 + Penalty 3012.298016 = -1003268.144291
  nChanged 16
		SP:Iteration 18Q (5284.240000 sec): 3 clusters
  Score: Raw -1006282.556115 + Penalty 3012.298016 = -1003270.258099
  nChanged 14
		SP:Iteration 19Q (5284.470000 sec): 3 clusters
  Score: Raw -1006284.130403 + Penalty 3012.298016 = -1003271.832387
  nChanged 11
		SP:Iteration 20F (5284.750000 sec): 3 clusters
  Score: Raw -1006285.467149 + Penalty 3012.298016 = -1003273.169133
  nChanged 9
		SP:Iteration 21Q (5284.990000 sec): 3 clusters
  Score: Raw -1006287.171218 + Penalty 3012.298016 = -1003274.873202
  nChanged 15
		SP:Iteration 22Q (5285.260000 sec): 3 clusters
  Score: Raw -1006289.840141 + Penalty 3012.298016 = -1003277.542125
  nChanged 14
		SP:Iteration 23Q (5285.490000 sec): 3 clusters
  Score: Raw -1006291.981122 + Penalty 3012.298016 = -1003279.683106
  nChanged 10
		SP:Iteration 24Q (5285.690000 sec): 3 clusters
  Score: Raw -1006293.287271 + Penalty 3012.298016 = -1003280.989255
  nChanged 6
		SP:Iteration 25Q (5285.960000 sec): 3 clusters
  Score: Raw -1006294.488019 + Penalty 3012.298016 = -1003282.190003
  nChanged 8
		SP:Iteration 26Q (5286.170000 sec): 3 clusters
  Score: Raw -1006295.267164 + Penalty 3012.298016 = -1003282.969148
  nChanged 2
		SP:Iteration 27Q (5286.390000 sec): 3 clusters
  Score: Raw -1006295.415489 + Penalty 3012.298016 = -1003283.117473
  nChanged 0
		SP:Iteration 28F (5286.600000 sec): 3 clusters
  Score: Raw -1006295.415489 + Penalty 3012.298016 = -1003283.117473
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 93.
Iteration 99Q (5369.420000 sec): 94 clusters
  Score: Raw -66943367.513333 + Penalty 205222.674710 = -66738144.838623
  nChanged 14894
Iteration 100F (5494.990000 sec): 94 clusters
  Score: Raw -66953146.668381 + Penalty 205222.674710 = -66747923.993671
  nChanged 11963
Iteration 101Q (5570.100000 sec): 94 clusters
  Score: Raw -66958002.588448 + Penalty 205222.674710 = -66752779.913738
  nChanged 6690
Iteration 102Q (5647.220000 sec): 94 clusters
  Score: Raw -66960466.574111 + Penalty 205222.674710 = -66755243.899401
  nChanged 4890
Iteration 103Q (5718.660000 sec): 94 clusters
  Score: Raw -66961878.294911 + Penalty 205222.674710 = -66756655.620201
  nChanged 3758
Iteration 104Q (5789.120000 sec): 94 clusters
  Score: Raw -66962809.242652 + Penalty 205222.674710 = -66757586.567941
  nChanged 3004
Iteration 105Q (5859.530000 sec): 94 clusters
  Score: Raw -66963509.224077 + Penalty 205222.674710 = -66758286.549367
  nChanged 2498
Iteration 106Q (5931.760000 sec): 94 clusters
  Score: Raw -66964103.089490 + Penalty 205222.674710 = -66758880.414780
  nChanged 2315
Iteration 107Q (6008.550000 sec): 94 clusters
  Score: Raw -66964690.085415 + Penalty 205222.674710 = -66759467.410705
  nChanged 2154
Iteration 108Q (6075.150000 sec): 94 clusters
  Score: Raw -66965276.227873 + Penalty 205222.674710 = -66760053.553162
  nChanged 2003
Iteration 109Q (6143.410000 sec): 94 clusters
  Score: Raw -66965854.261833 + Penalty 205222.674710 = -66760631.587122
  nChanged 1860
Iteration 110Q (6212.570000 sec): 94 clusters
  Score: Raw -66966366.603649 + Penalty 205222.674710 = -66761143.928938
  nChanged 1669
Iteration 111Q (6283.220000 sec): 94 clusters
  Score: Raw -66966774.661810 + Penalty 205222.674710 = -66761551.987099
  nChanged 1469
Iteration 112Q (6348.470000 sec): 94 clusters
  Score: Raw -66967047.028808 + Penalty 205222.674710 = -66761824.354097
  nChanged 1263
Iteration 113Q (6424.400000 sec): 94 clusters
  Score: Raw -66967253.157173 + Penalty 205222.674710 = -66762030.482463
  nChanged 1131
Iteration 114Q (6495.930000 sec): 94 clusters
  Score: Raw -66967436.616448 + Penalty 205222.674710 = -66762213.941737
  nChanged 1024
Iteration 115Q (6570.350000 sec): 94 clusters
  Score: Raw -66967590.942005 + Penalty 205222.674710 = -66762368.267295
  nChanged 876
Iteration 116Q (6645.560000 sec): 94 clusters
  Score: Raw -66967715.322291 + Penalty 205222.674710 = -66762492.647581
  nChanged 759
Iteration 117Q (6720.570000 sec): 94 clusters
  Score: Raw -66967832.932582 + Penalty 205222.674710 = -66762610.257872
  nChanged 705
Iteration 118Q (6798.560000 sec): 94 clusters
  Score: Raw -66967947.674007 + Penalty 205222.674710 = -66762724.999297
  nChanged 638
Iteration 119Q (6867.040000 sec): 94 clusters
  Score: Raw -66968055.446720 + Penalty 205222.674710 = -66762832.772009
  nChanged 565
Iteration 120F (6995.130000 sec): 94 clusters
  Score: Raw -66968354.349046 + Penalty 205222.674710 = -66763131.674336
  nChanged 705
Iteration 121Q (7067.320000 sec): 94 clusters
  Score: Raw -66968545.191833 + Penalty 205222.674710 = -66763322.517123
  nChanged 741
Iteration 122Q (7136.440000 sec): 94 clusters
  Score: Raw -66968687.794270 + Penalty 205222.674710 = -66763465.119559
  nChanged 709
Iteration 123Q (7206.630000 sec): 94 clusters
  Score: Raw -66968808.643432 + Penalty 205222.674710 = -66763585.968721
  nChanged 660
Iteration 124Q (7277.230000 sec): 94 clusters
  Score: Raw -66968914.964824 + Penalty 205222.674710 = -66763692.290114
  nChanged 616
Iteration 125Q (7348.250000 sec): 94 clusters
  Score: Raw -66969022.424511 + Penalty 205222.674710 = -66763799.749801
  nChanged 575
Iteration 126Q (7419.050000 sec): 94 clusters
  Score: Raw -66969133.326465 + Penalty 205222.674710 = -66763910.651755
  nChanged 648
Iteration 127Q (7492.450000 sec): 94 clusters
  Score: Raw -66969285.253286 + Penalty 205222.674710 = -66764062.578575
  nChanged 735
Iteration 128Q (7569.130000 sec): 94 clusters
  Score: Raw -66969475.251789 + Penalty 205222.674710 = -66764252.577078
  nChanged 781
Iteration 129Q (7639.540000 sec): 94 clusters
  Score: Raw -66969681.735769 + Penalty 205222.674710 = -66764459.061059
  nChanged 798
Iteration 130Q (7711.920000 sec): 94 clusters
  Score: Raw -66969870.711921 + Penalty 205222.674710 = -66764648.037210
  nChanged 768
Iteration 131Q (7786.260000 sec): 94 clusters
  Score: Raw -66970015.729689 + Penalty 205222.674710 = -66764793.054978
  nChanged 683
Iteration 132Q (7863.560000 sec): 94 clusters
  Score: Raw -66970121.929359 + Penalty 205222.674710 = -66764899.254648
  nChanged 601
Iteration 133Q (7940.250000 sec): 94 clusters
  Score: Raw -66970209.792409 + Penalty 205222.674710 = -66764987.117698
  nChanged 547
Iteration 134Q (8010.720000 sec): 94 clusters
  Score: Raw -66970299.417979 + Penalty 205222.674710 = -66765076.743268
  nChanged 481
Iteration 135Q (8079.860000 sec): 94 clusters
  Score: Raw -66970373.773737 + Penalty 205222.674710 = -66765151.099026
  nChanged 444
Iteration 136Q (8148.600000 sec): 94 clusters
  Score: Raw -66970438.283048 + Penalty 205222.674710 = -66765215.608337
  nChanged 374
Iteration 137Q (8224.310000 sec): 94 clusters
  Score: Raw -66970489.830859 + Penalty 205222.674710 = -66765267.156148
  nChanged 330
Iteration 138Q (8289.810000 sec): 94 clusters
  Score: Raw -66970530.756227 + Penalty 205222.674710 = -66765308.081517
  nChanged 339
Writing temp clu file 
Because OldScore, -66765267.156148, is greater than current (better) Score,-66765308.081517 
 Compute initial score before splitting:   Score: Raw -66970530.756227 + Penalty 205222.674710 = -66765308.081517
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 1 (5207 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8290.150000 sec): 2 clusters
  Score: Raw -492781.387120 + Penalty 1390.635862 = -491390.751257
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8290.340000 sec): 3 clusters
  Score: Raw -490049.625773 + Penalty 2781.271725 = -487268.354048
  nChanged 2101
		SP:Iteration 1F (8290.520000 sec): 3 clusters
  Score: Raw -491204.800700 + Penalty 2781.271725 = -488423.528975
  nChanged 353
		SP:Iteration 2F (8290.700000 sec): 3 clusters
  Score: Raw -491377.960859 + Penalty 2781.271725 = -488596.689134
  nChanged 265
		SP:Iteration 3F (8290.910000 sec): 3 clusters
  Score: Raw -491505.805517 + Penalty 2781.271725 = -488724.533792
  nChanged 229
		SP:Iteration 4Q (8291.090000 sec): 3 clusters
  Score: Raw -491613.283097 + Penalty 2781.271725 = -488832.011372
  nChanged 202
		SP:Iteration 5Q (8291.290000 sec): 3 clusters
  Score: Raw -491719.123520 + Penalty 2781.271725 = -488937.851796
  nChanged 216
		SP:Iteration 6Q (8291.510000 sec): 3 clusters
  Score: Raw -491829.499979 + Penalty 2781.271725 = -489048.228255
  nChanged 198
		SP:Iteration 7Q (8291.750000 sec): 3 clusters
  Score: Raw -491927.149549 + Penalty 2781.271725 = -489145.877824
  nChanged 169
		SP:Iteration 8Q (8291.980000 sec): 3 clusters
  Score: Raw -492011.121016 + Penalty 2781.271725 = -489229.849292
  nChanged 165
		SP:Iteration 9Q (8292.180000 sec): 3 clusters
  Score: Raw -492101.662991 + Penalty 2781.271725 = -489320.391266
  nChanged 180
		SP:Iteration 10Q (8292.350000 sec): 3 clusters
  Score: Raw -492206.229390 + Penalty 2781.271725 = -489424.957665
  nChanged 193
		SP:Iteration 11Q (8292.570000 sec): 3 clusters
  Score: Raw -492322.323672 + Penalty 2781.271725 = -489541.051947
  nChanged 151
		SP:Iteration 12Q (8292.760000 sec): 3 clusters
  Score: Raw -492417.251595 + Penalty 2781.271725 = -489635.979870
  nChanged 140
		SP:Iteration 13Q (8292.960000 sec): 3 clusters
  Score: Raw -492500.904175 + Penalty 2781.271725 = -489719.632450
  nChanged 124
		SP:Iteration 14Q (8293.130000 sec): 3 clusters
  Score: Raw -492574.005550 + Penalty 2781.271725 = -489792.733825
  nChanged 117
		SP:Iteration 15Q (8293.320000 sec): 3 clusters
  Score: Raw -492641.900921 + Penalty 2781.271725 = -489860.629196
  nChanged 89
		SP:Iteration 16Q (8293.500000 sec): 3 clusters
  Score: Raw -492700.687809 + Penalty 2781.271725 = -489919.416084
  nChanged 88
		SP:Iteration 17Q (8293.700000 sec): 3 clusters
  Score: Raw -492760.802065 + Penalty 2781.271725 = -489979.530340
  nChanged 65
		SP:Iteration 18Q (8293.940000 sec): 3 clusters
  Score: Raw -492803.799838 + Penalty 2781.271725 = -490022.528113
  nChanged 49
		SP:Iteration 19Q (8294.120000 sec): 3 clusters
  Score: Raw -492835.525260 + Penalty 2781.271725 = -490054.253535
  nChanged 45
		SP:Iteration 20F (8294.290000 sec): 3 clusters
  Score: Raw -492865.414054 + Penalty 2781.271725 = -490084.142329
  nChanged 35
		SP:Iteration 21Q (8294.490000 sec): 3 clusters
  Score: Raw -492892.791469 + Penalty 2781.271725 = -490111.519744
  nChanged 32
		SP:Iteration 22Q (8294.750000 sec): 3 clusters
  Score: Raw -492914.317219 + Penalty 2781.271725 = -490133.045495
  nChanged 28
		SP:Iteration 23Q (8294.940000 sec): 3 clusters
  Score: Raw -492936.072446 + Penalty 2781.271725 = -490154.800721
  nChanged 20
		SP:Iteration 24Q (8295.130000 sec): 3 clusters
  Score: Raw -492951.678700 + Penalty 2781.271725 = -490170.406975
  nChanged 16
		SP:Iteration 25Q (8295.350000 sec): 3 clusters
  Score: Raw -492963.175357 + Penalty 2781.271725 = -490181.903632
  nChanged 8
		SP:Iteration 26Q (8295.570000 sec): 3 clusters
  Score: Raw -492968.060212 + Penalty 2781.271725 = -490186.788487
  nChanged 5
		SP:Iteration 27Q (8295.790000 sec): 3 clusters
  Score: Raw -492971.720043 + Penalty 2781.271725 = -490190.448318
  nChanged 6
		SP:Iteration 28Q (8295.990000 sec): 3 clusters
  Score: Raw -492977.276505 + Penalty 2781.271725 = -490196.004780
  nChanged 8
		SP:Iteration 29Q (8296.200000 sec): 3 clusters
  Score: Raw -492981.813115 + Penalty 2781.271725 = -490200.541390
  nChanged 4
		SP:Iteration 30Q (8296.390000 sec): 3 clusters
  Score: Raw -492985.165209 + Penalty 2781.271725 = -490203.893484
  nChanged 4
		SP:Iteration 31Q (8296.570000 sec): 3 clusters
  Score: Raw -492988.151155 + Penalty 2781.271725 = -490206.879430
  nChanged 1
		SP:Iteration 32Q (8296.770000 sec): 3 clusters
  Score: Raw -492989.697414 + Penalty 2781.271725 = -490208.425689
  nChanged 0
		SP:Iteration 33F (8296.960000 sec): 3 clusters
  Score: Raw -492989.697414 + Penalty 2781.271725 = -490208.425689
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 2 (6531 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8297.080000 sec): 2 clusters
  Score: Raw -560192.601609 + Penalty 1427.451244 = -558765.150365
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8297.310000 sec): 3 clusters
  Score: Raw -556680.258927 + Penalty 2854.902489 = -553825.356439
  nChanged 2718
		SP:Iteration 1F (8297.540000 sec): 3 clusters
  Score: Raw -558122.301627 + Penalty 2854.902489 = -555267.399138
  nChanged 394
		SP:Iteration 2F (8297.800000 sec): 3 clusters
  Score: Raw -558291.074856 + Penalty 2854.902489 = -555436.172367
  nChanged 284
		SP:Iteration 3Q (8298.000000 sec): 3 clusters
  Score: Raw -558415.296428 + Penalty 2854.902489 = -555560.393939
  nChanged 274
		SP:Iteration 4Q (8298.180000 sec): 3 clusters
  Score: Raw -558547.279643 + Penalty 2854.902489 = -555692.377154
  nChanged 242
		SP:Iteration 5Q (8298.380000 sec): 3 clusters
  Score: Raw -558668.307620 + Penalty 2854.902489 = -555813.405131
  nChanged 232
		SP:Iteration 6Q (8298.590000 sec): 3 clusters
  Score: Raw -558783.392893 + Penalty 2854.902489 = -555928.490404
  nChanged 231
		SP:Iteration 7Q (8298.800000 sec): 3 clusters
  Score: Raw -558881.826060 + Penalty 2854.902489 = -556026.923571
  nChanged 215
		SP:Iteration 8Q (8299.030000 sec): 3 clusters
  Score: Raw -558979.490004 + Penalty 2854.902489 = -556124.587515
  nChanged 223
		SP:Iteration 9Q (8299.270000 sec): 3 clusters
  Score: Raw -559087.681734 + Penalty 2854.902489 = -556232.779245
  nChanged 201
		SP:Iteration 10Q (8299.440000 sec): 3 clusters
  Score: Raw -559185.943535 + Penalty 2854.902489 = -556331.041047
  nChanged 183
		SP:Iteration 11Q (8299.670000 sec): 3 clusters
  Score: Raw -559277.901622 + Penalty 2854.902489 = -556422.999133
  nChanged 193
		SP:Iteration 12Q (8299.910000 sec): 3 clusters
  Score: Raw -559370.875803 + Penalty 2854.902489 = -556515.973314
  nChanged 204
		SP:Iteration 13Q (8300.100000 sec): 3 clusters
  Score: Raw -559477.416397 + Penalty 2854.902489 = -556622.513908
  nChanged 199
		SP:Iteration 14Q (8300.340000 sec): 3 clusters
  Score: Raw -559582.694872 + Penalty 2854.902489 = -556727.792384
  nChanged 181
		SP:Iteration 15Q (8300.580000 sec): 3 clusters
  Score: Raw -559680.044915 + Penalty 2854.902489 = -556825.142426
  nChanged 191
		SP:Iteration 16Q (8300.760000 sec): 3 clusters
  Score: Raw -559789.836914 + Penalty 2854.902489 = -556934.934425
  nChanged 192
		SP:Iteration 17Q (8300.990000 sec): 3 clusters
  Score: Raw -559902.523580 + Penalty 2854.902489 = -557047.621091
  nChanged 160
		SP:Iteration 18Q (8301.160000 sec): 3 clusters
  Score: Raw -559989.675016 + Penalty 2854.902489 = -557134.772527
  nChanged 138
		SP:Iteration 19Q (8301.370000 sec): 3 clusters
  Score: Raw -560054.789624 + Penalty 2854.902489 = -557199.887135
  nChanged 113
		SP:Iteration 20F (8301.540000 sec): 3 clusters
  Score: Raw -560105.530962 + Penalty 2854.902489 = -557250.628473
  nChanged 76
		SP:Iteration 21Q (8301.780000 sec): 3 clusters
  Score: Raw -560128.914512 + Penalty 2854.902489 = -557274.012024
  nChanged 58
		SP:Iteration 22Q (8301.950000 sec): 3 clusters
  Score: Raw -560144.334712 + Penalty 2854.902489 = -557289.432223
  nChanged 37
		SP:Iteration 23Q (8302.170000 sec): 3 clusters
  Score: Raw -560153.685024 + Penalty 2854.902489 = -557298.782535
  nChanged 36
		SP:Iteration 24Q (8302.350000 sec): 3 clusters
  Score: Raw -560161.403426 + Penalty 2854.902489 = -557306.500937
  nChanged 34
		SP:Iteration 25Q (8302.570000 sec): 3 clusters
  Score: Raw -560170.898447 + Penalty 2854.902489 = -557315.995959
  nChanged 34
		SP:Iteration 26Q (8302.780000 sec): 3 clusters
  Score: Raw -560179.516893 + Penalty 2854.902489 = -557324.614405
  nChanged 32
		SP:Iteration 27Q (8303.020000 sec): 3 clusters
  Score: Raw -560186.993614 + Penalty 2854.902489 = -557332.091126
  nChanged 24
		SP:Iteration 28Q (8303.230000 sec): 3 clusters
  Score: Raw -560192.521820 + Penalty 2854.902489 = -557337.619331
  nChanged 27
		SP:Iteration 29Q (8303.400000 sec): 3 clusters
  Score: Raw -560199.004461 + Penalty 2854.902489 = -557344.101972
  nChanged 25
		SP:Iteration 30Q (8303.600000 sec): 3 clusters
  Score: Raw -560205.881328 + Penalty 2854.902489 = -557350.978839
  nChanged 22
		SP:Iteration 31Q (8303.810000 sec): 3 clusters
  Score: Raw -560211.745622 + Penalty 2854.902489 = -557356.843133
  nChanged 21
		SP:Iteration 32Q (8304.010000 sec): 3 clusters
  Score: Raw -560216.554630 + Penalty 2854.902489 = -557361.652141
  nChanged 18
		SP:Iteration 33Q (8304.260000 sec): 3 clusters
  Score: Raw -560221.184139 + Penalty 2854.902489 = -557366.281651
  nChanged 19
		SP:Iteration 34Q (8304.470000 sec): 3 clusters
  Score: Raw -560225.460480 + Penalty 2854.902489 = -557370.557991
  nChanged 18
		SP:Iteration 35Q (8304.710000 sec): 3 clusters
  Score: Raw -560229.802915 + Penalty 2854.902489 = -557374.900426
  nChanged 12
		SP:Iteration 36Q (8304.920000 sec): 3 clusters
  Score: Raw -560232.117125 + Penalty 2854.902489 = -557377.214636
  nChanged 11
		SP:Iteration 37Q (8305.180000 sec): 3 clusters
  Score: Raw -560233.706583 + Penalty 2854.902489 = -557378.804094
  nChanged 10
		SP:Iteration 38Q (8305.410000 sec): 3 clusters
  Score: Raw -560234.999438 + Penalty 2854.902489 = -557380.096949
  nChanged 7
		SP:Iteration 39Q (8305.630000 sec): 3 clusters
  Score: Raw -560236.314699 + Penalty 2854.902489 = -557381.412210
  nChanged 13
		SP:Iteration 40F (8305.810000 sec): 3 clusters
  Score: Raw -560238.647693 + Penalty 2854.902489 = -557383.745205
  nChanged 13
		SP:Iteration 41Q (8305.980000 sec): 3 clusters
  Score: Raw -560241.310919 + Penalty 2854.902489 = -557386.408430
  nChanged 17
		SP:Iteration 42Q (8306.220000 sec): 3 clusters
  Score: Raw -560245.007111 + Penalty 2854.902489 = -557390.104622
  nChanged 17
		SP:Iteration 43Q (8306.440000 sec): 3 clusters
  Score: Raw -560250.613458 + Penalty 2854.902489 = -557395.710969
  nChanged 19
		SP:Iteration 44Q (8306.670000 sec): 3 clusters
  Score: Raw -560257.370637 + Penalty 2854.902489 = -557402.468149
  nChanged 25
		SP:Iteration 45Q (8306.860000 sec): 3 clusters
  Score: Raw -560263.786752 + Penalty 2854.902489 = -557408.884263
  nChanged 19
		SP:Iteration 46Q (8307.070000 sec): 3 clusters
  Score: Raw -560267.096140 + Penalty 2854.902489 = -557412.193651
  nChanged 12
		SP:Iteration 47Q (8307.290000 sec): 3 clusters
  Score: Raw -560269.112682 + Penalty 2854.902489 = -557414.210194
  nChanged 11
		SP:Iteration 48Q (8307.520000 sec): 3 clusters
  Score: Raw -560270.787397 + Penalty 2854.902489 = -557415.884908
  nChanged 13
		SP:Iteration 49Q (8307.710000 sec): 3 clusters
  Score: Raw -560272.980271 + Penalty 2854.902489 = -557418.077783
  nChanged 14
		SP:Iteration 50Q (8307.870000 sec): 3 clusters
  Score: Raw -560275.782987 + Penalty 2854.902489 = -557420.880499
  nChanged 13
		SP:Iteration 51Q (8308.110000 sec): 3 clusters
  Score: Raw -560278.337364 + Penalty 2854.902489 = -557423.434875
  nChanged 11
		SP:Iteration 52Q (8308.330000 sec): 3 clusters
  Score: Raw -560280.566735 + Penalty 2854.902489 = -557425.664246
  nChanged 13
		SP:Iteration 53Q (8308.550000 sec): 3 clusters
  Score: Raw -560282.185145 + Penalty 2854.902489 = -557427.282656
  nChanged 7
		SP:Iteration 54Q (8308.770000 sec): 3 clusters
  Score: Raw -560283.631015 + Penalty 2854.902489 = -557428.728526
  nChanged 9
		SP:Iteration 55Q (8309.020000 sec): 3 clusters
  Score: Raw -560285.290789 + Penalty 2854.902489 = -557430.388300
  nChanged 10
		SP:Iteration 56Q (8309.210000 sec): 3 clusters
  Score: Raw -560287.096337 + Penalty 2854.902489 = -557432.193848
  nChanged 7
		SP:Iteration 57Q (8309.430000 sec): 3 clusters
  Score: Raw -560288.175339 + Penalty 2854.902489 = -557433.272850
  nChanged 5
		SP:Iteration 58Q (8309.630000 sec): 3 clusters
  Score: Raw -560289.356224 + Penalty 2854.902489 = -557434.453735
  nChanged 4
		SP:Iteration 59Q (8309.830000 sec): 3 clusters
  Score: Raw -560289.785721 + Penalty 2854.902489 = -557434.883232
  nChanged 4
		SP:Iteration 60F (8310.020000 sec): 3 clusters
  Score: Raw -560290.401479 + Penalty 2854.902489 = -557435.498990
  nChanged 5
		SP:Iteration 61Q (8310.240000 sec): 3 clusters
  Score: Raw -560291.270817 + Penalty 2854.902489 = -557436.368328
  nChanged 9
		SP:Iteration 62Q (8310.450000 sec): 3 clusters
  Score: Raw -560292.631307 + Penalty 2854.902489 = -557437.728818
  nChanged 8
		SP:Iteration 63Q (8310.680000 sec): 3 clusters
  Score: Raw -560293.933440 + Penalty 2854.902489 = -557439.030951
  nChanged 8
		SP:Iteration 64Q (8310.860000 sec): 3 clusters
  Score: Raw -560295.075243 + Penalty 2854.902489 = -557440.172754
  nChanged 7
		SP:Iteration 65Q (8311.090000 sec): 3 clusters
  Score: Raw -560296.122922 + Penalty 2854.902489 = -557441.220434
  nChanged 7
		SP:Iteration 66Q (8311.280000 sec): 3 clusters
  Score: Raw -560297.256616 + Penalty 2854.902489 = -557442.354127
  nChanged 8
		SP:Iteration 67Q (8311.490000 sec): 3 clusters
  Score: Raw -560298.514165 + Penalty 2854.902489 = -557443.611676
  nChanged 11
		SP:Iteration 68Q (8311.730000 sec): 3 clusters
  Score: Raw -560300.145359 + Penalty 2854.902489 = -557445.242870
  nChanged 14
		SP:Iteration 69Q (8311.900000 sec): 3 clusters
  Score: Raw -560302.576362 + Penalty 2854.902489 = -557447.673873
  nChanged 16
		SP:Iteration 70Q (8312.110000 sec): 3 clusters
  Score: Raw -560306.937105 + Penalty 2854.902489 = -557452.034616
  nChanged 20
		SP:Iteration 71Q (8312.290000 sec): 3 clusters
  Score: Raw -560311.679756 + Penalty 2854.902489 = -557456.777267
  nChanged 15
		SP:Iteration 72Q (8312.510000 sec): 3 clusters
  Score: Raw -560315.067763 + Penalty 2854.902489 = -557460.165274
  nChanged 11
		SP:Iteration 73Q (8312.720000 sec): 3 clusters
  Score: Raw -560316.982593 + Penalty 2854.902489 = -557462.080104
  nChanged 13
		SP:Iteration 74Q (8312.990000 sec): 3 clusters
  Score: Raw -560320.289887 + Penalty 2854.902489 = -557465.387398
  nChanged 18
		SP:Iteration 75Q (8313.180000 sec): 3 clusters
  Score: Raw -560324.279634 + Penalty 2854.902489 = -557469.377145
  nChanged 18
		SP:Iteration 76Q (8313.410000 sec): 3 clusters
  Score: Raw -560327.853574 + Penalty 2854.902489 = -557472.951086
  nChanged 15
		SP:Iteration 77Q (8313.700000 sec): 3 clusters
  Score: Raw -560331.276446 + Penalty 2854.902489 = -557476.373957
  nChanged 17
		SP:Iteration 78Q (8313.930000 sec): 3 clusters
  Score: Raw -560335.193830 + Penalty 2854.902489 = -557480.291341
  nChanged 16
		SP:Iteration 79Q (8314.160000 sec): 3 clusters
  Score: Raw -560338.424642 + Penalty 2854.902489 = -557483.522153
  nChanged 14
		SP:Iteration 80F (8314.370000 sec): 3 clusters
  Score: Raw -560341.142883 + Penalty 2854.902489 = -557486.240394
  nChanged 16
		SP:Iteration 81Q (8314.620000 sec): 3 clusters
  Score: Raw -560344.633564 + Penalty 2854.902489 = -557489.731076
  nChanged 17
		SP:Iteration 82Q (8314.820000 sec): 3 clusters
  Score: Raw -560349.026706 + Penalty 2854.902489 = -557494.124217
  nChanged 20
		SP:Iteration 83Q (8315.040000 sec): 3 clusters
  Score: Raw -560354.172019 + Penalty 2854.902489 = -557499.269530
  nChanged 20
		SP:Iteration 84Q (8315.260000 sec): 3 clusters
  Score: Raw -560359.825091 + Penalty 2854.902489 = -557504.922602
  nChanged 24
		SP:Iteration 85Q (8315.470000 sec): 3 clusters
  Score: Raw -560366.550593 + Penalty 2854.902489 = -557511.648104
  nChanged 26
		SP:Iteration 86Q (8315.710000 sec): 3 clusters
  Score: Raw -560373.249453 + Penalty 2854.902489 = -557518.346965
  nChanged 20
		SP:Iteration 87Q (8315.930000 sec): 3 clusters
  Score: Raw -560377.571969 + Penalty 2854.902489 = -557522.669480
  nChanged 21
		SP:Iteration 88Q (8316.170000 sec): 3 clusters
  Score: Raw -560383.007639 + Penalty 2854.902489 = -557528.105150
  nChanged 22
		SP:Iteration 89Q (8316.360000 sec): 3 clusters
  Score: Raw -560386.806964 + Penalty 2854.902489 = -557531.904475
  nChanged 21
		SP:Iteration 90Q (8316.550000 sec): 3 clusters
  Score: Raw -560391.260302 + Penalty 2854.902489 = -557536.357813
  nChanged 19
		SP:Iteration 91Q (8316.740000 sec): 3 clusters
  Score: Raw -560396.456161 + Penalty 2854.902489 = -557541.553672
  nChanged 21
		SP:Iteration 92Q (8316.990000 sec): 3 clusters
  Score: Raw -560402.946766 + Penalty 2854.902489 = -557548.044278
  nChanged 21
		SP:Iteration 93Q (8317.180000 sec): 3 clusters
  Score: Raw -560408.306631 + Penalty 2854.902489 = -557553.404142
  nChanged 22
		SP:Iteration 94Q (8317.430000 sec): 3 clusters
  Score: Raw -560413.912562 + Penalty 2854.902489 = -557559.010073
  nChanged 22
		SP:Iteration 95Q (8317.670000 sec): 3 clusters
  Score: Raw -560420.392522 + Penalty 2854.902489 = -557565.490033
  nChanged 22
		SP:Iteration 96Q (8317.850000 sec): 3 clusters
  Score: Raw -560425.522375 + Penalty 2854.902489 = -557570.619886
  nChanged 12
		SP:Iteration 97Q (8318.060000 sec): 3 clusters
  Score: Raw -560428.764448 + Penalty 2854.902489 = -557573.861959
  nChanged 11
		SP:Iteration 98Q (8318.310000 sec): 3 clusters
  Score: Raw -560431.629938 + Penalty 2854.902489 = -557576.727449
  nChanged 8
		SP:Iteration 99Q (8318.520000 sec): 3 clusters
  Score: Raw -560433.278520 + Penalty 2854.902489 = -557578.376032
  nChanged 9
		SP:Iteration 100F (8318.690000 sec): 3 clusters
  Score: Raw -560435.081288 + Penalty 2854.902489 = -557580.178800
  nChanged 7
		SP:Iteration 101Q (8318.880000 sec): 3 clusters
  Score: Raw -560435.998721 + Penalty 2854.902489 = -557581.096233
  nChanged 5
		SP:Iteration 102Q (8319.090000 sec): 3 clusters
  Score: Raw -560436.522430 + Penalty 2854.902489 = -557581.619941
  nChanged 4
		SP:Iteration 103Q (8319.310000 sec): 3 clusters
  Score: Raw -560436.855162 + Penalty 2854.902489 = -557581.952673
  nChanged 1
		SP:Iteration 104Q (8319.500000 sec): 3 clusters
  Score: Raw -560437.105058 + Penalty 2854.902489 = -557582.202569
  nChanged 2
		SP:Iteration 105Q (8319.730000 sec): 3 clusters
  Score: Raw -560437.388968 + Penalty 2854.902489 = -557582.486480
  nChanged 1
		SP:Iteration 106Q (8319.910000 sec): 3 clusters
  Score: Raw -560437.464614 + Penalty 2854.902489 = -557582.562125
  nChanged 0
		SP:Iteration 107F (8320.120000 sec): 3 clusters
  Score: Raw -560437.464614 + Penalty 2854.902489 = -557582.562125
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 3 (3305 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8320.240000 sec): 2 clusters
  Score: Raw -275016.840080 + Penalty 1316.768660 = -273700.071420
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8320.410000 sec): 3 clusters
  Score: Raw -273462.411538 + Penalty 2633.537319 = -270828.874219
  nChanged 1266
		SP:Iteration 1F (8320.680000 sec): 3 clusters
  Score: Raw -274188.954883 + Penalty 2633.537319 = -271555.417564
  nChanged 267
		SP:Iteration 2F (8320.900000 sec): 3 clusters
  Score: Raw -274385.709007 + Penalty 2633.537319 = -271752.171688
  nChanged 225
		SP:Iteration 3F (8321.110000 sec): 3 clusters
  Score: Raw -274550.607474 + Penalty 2633.537319 = -271917.070155
  nChanged 161
		SP:Iteration 4Q (8321.290000 sec): 3 clusters
  Score: Raw -274657.796448 + Penalty 2633.537319 = -272024.259128
  nChanged 129
		SP:Iteration 5Q (8321.510000 sec): 3 clusters
  Score: Raw -274750.901034 + Penalty 2633.537319 = -272117.363715
  nChanged 115
		SP:Iteration 6Q (8321.680000 sec): 3 clusters
  Score: Raw -274831.340668 + Penalty 2633.537319 = -272197.803348
  nChanged 100
		SP:Iteration 7Q (8321.860000 sec): 3 clusters
  Score: Raw -274908.845214 + Penalty 2633.537319 = -272275.307895
  nChanged 100
		SP:Iteration 8Q (8322.070000 sec): 3 clusters
  Score: Raw -274986.030514 + Penalty 2633.537319 = -272352.493195
  nChanged 111
		SP:Iteration 9Q (8322.250000 sec): 3 clusters
  Score: Raw -275072.081490 + Penalty 2633.537319 = -272438.544170
  nChanged 95
		SP:Iteration 10Q (8322.460000 sec): 3 clusters
  Score: Raw -275142.668780 + Penalty 2633.537319 = -272509.131461
  nChanged 96
		SP:Iteration 11Q (8322.650000 sec): 3 clusters
  Score: Raw -275223.960862 + Penalty 2633.537319 = -272590.423542
  nChanged 97
		SP:Iteration 12Q (8322.850000 sec): 3 clusters
  Score: Raw -275290.767828 + Penalty 2633.537319 = -272657.230509
  nChanged 75
		SP:Iteration 13Q (8323.090000 sec): 3 clusters
  Score: Raw -275341.576372 + Penalty 2633.537319 = -272708.039053
  nChanged 63
		SP:Iteration 14Q (8323.290000 sec): 3 clusters
  Score: Raw -275375.351577 + Penalty 2633.537319 = -272741.814258
  nChanged 37
		SP:Iteration 15Q (8323.440000 sec): 3 clusters
  Score: Raw -275391.467447 + Penalty 2633.537319 = -272757.930127
  nChanged 30
		SP:Iteration 16Q (8323.630000 sec): 3 clusters
  Score: Raw -275406.295722 + Penalty 2633.537319 = -272772.758402
  nChanged 29
		SP:Iteration 17Q (8323.830000 sec): 3 clusters
  Score: Raw -275422.330289 + Penalty 2633.537319 = -272788.792969
  nChanged 34
		SP:Iteration 18Q (8323.990000 sec): 3 clusters
  Score: Raw -275439.737700 + Penalty 2633.537319 = -272806.200381
  nChanged 20
		SP:Iteration 19Q (8324.170000 sec): 3 clusters
  Score: Raw -275448.467617 + Penalty 2633.537319 = -272814.930297
  nChanged 14
		SP:Iteration 20F (8324.360000 sec): 3 clusters
  Score: Raw -275453.802238 + Penalty 2633.537319 = -272820.264919
  nChanged 13
		SP:Iteration 21Q (8324.550000 sec): 3 clusters
  Score: Raw -275458.287951 + Penalty 2633.537319 = -272824.750632
  nChanged 12
		SP:Iteration 22Q (8324.730000 sec): 3 clusters
  Score: Raw -275463.436994 + Penalty 2633.537319 = -272829.899675
  nChanged 13
		SP:Iteration 23Q (8324.940000 sec): 3 clusters
  Score: Raw -275467.244927 + Penalty 2633.537319 = -272833.707608
  nChanged 9
		SP:Iteration 24Q (8325.110000 sec): 3 clusters
  Score: Raw -275471.330787 + Penalty 2633.537319 = -272837.793468
  nChanged 10
		SP:Iteration 25Q (8325.300000 sec): 3 clusters
  Score: Raw -275476.360702 + Penalty 2633.537319 = -272842.823383
  nChanged 11
		SP:Iteration 26Q (8325.500000 sec): 3 clusters
  Score: Raw -275479.745976 + Penalty 2633.537319 = -272846.208657
  nChanged 6
		SP:Iteration 27Q (8325.670000 sec): 3 clusters
  Score: Raw -275481.669773 + Penalty 2633.537319 = -272848.132454
  nChanged 7
		SP:Iteration 28Q (8325.840000 sec): 3 clusters
  Score: Raw -275484.202608 + Penalty 2633.537319 = -272850.665289
  nChanged 12
		SP:Iteration 29Q (8326.020000 sec): 3 clusters
  Score: Raw -275491.853964 + Penalty 2633.537319 = -272858.316645
  nChanged 17
		SP:Iteration 30Q (8326.220000 sec): 3 clusters
  Score: Raw -275499.187731 + Penalty 2633.537319 = -272865.650411
  nChanged 14
		SP:Iteration 31Q (8326.430000 sec): 3 clusters
  Score: Raw -275504.213858 + Penalty 2633.537319 = -272870.676538
  nChanged 10
		SP:Iteration 32Q (8326.610000 sec): 3 clusters
  Score: Raw -275506.847470 + Penalty 2633.537319 = -272873.310150
  nChanged 11
		SP:Iteration 33Q (8326.800000 sec): 3 clusters
  Score: Raw -275511.400811 + Penalty 2633.537319 = -272877.863491
  nChanged 16
		SP:Iteration 34Q (8327.010000 sec): 3 clusters
  Score: Raw -275517.108629 + Penalty 2633.537319 = -272883.571310
  nChanged 18
		SP:Iteration 35Q (8327.200000 sec): 3 clusters
  Score: Raw -275526.278385 + Penalty 2633.537319 = -272892.741065
  nChanged 10
		SP:Iteration 36Q (8327.410000 sec): 3 clusters
  Score: Raw -275529.813038 + Penalty 2633.537319 = -272896.275719
  nChanged 12
		SP:Iteration 37Q (8327.590000 sec): 3 clusters
  Score: Raw -275534.245104 + Penalty 2633.537319 = -272900.707784
  nChanged 10
		SP:Iteration 38Q (8327.790000 sec): 3 clusters
  Score: Raw -275538.866155 + Penalty 2633.537319 = -272905.328836
  nChanged 12
		SP:Iteration 39Q (8327.940000 sec): 3 clusters
  Score: Raw -275542.982251 + Penalty 2633.537319 = -272909.444931
  nChanged 9
		SP:Iteration 40F (8328.150000 sec): 3 clusters
  Score: Raw -275545.485932 + Penalty 2633.537319 = -272911.948612
  nChanged 8
		SP:Iteration 41Q (8328.340000 sec): 3 clusters
  Score: Raw -275547.211573 + Penalty 2633.537319 = -272913.674253
  nChanged 4
		SP:Iteration 42Q (8328.530000 sec): 3 clusters
  Score: Raw -275548.653613 + Penalty 2633.537319 = -272915.116293
  nChanged 7
		SP:Iteration 43Q (8328.700000 sec): 3 clusters
  Score: Raw -275551.507092 + Penalty 2633.537319 = -272917.969773
  nChanged 4
		SP:Iteration 44Q (8328.930000 sec): 3 clusters
  Score: Raw -275552.042913 + Penalty 2633.537319 = -272918.505594
  nChanged 4
		SP:Iteration 45Q (8329.090000 sec): 3 clusters
  Score: Raw -275552.918492 + Penalty 2633.537319 = -272919.381172
  nChanged 1
		SP:Iteration 46Q (8329.280000 sec): 3 clusters
  Score: Raw -275553.527859 + Penalty 2633.537319 = -272919.990539
  nChanged 2
		SP:Iteration 47Q (8329.420000 sec): 3 clusters
  Score: Raw -275554.656448 + Penalty 2633.537319 = -272921.119129
  nChanged 2
		SP:Iteration 48Q (8329.610000 sec): 3 clusters
  Score: Raw -275555.553230 + Penalty 2633.537319 = -272922.015910
  nChanged 2
		SP:Iteration 49Q (8329.750000 sec): 3 clusters
  Score: Raw -275556.628518 + Penalty 2633.537319 = -272923.091198
  nChanged 2
		SP:Iteration 50Q (8329.940000 sec): 3 clusters
  Score: Raw -275557.109658 + Penalty 2633.537319 = -272923.572338
  nChanged 2
		SP:Iteration 51Q (8330.080000 sec): 3 clusters
  Score: Raw -275558.287564 + Penalty 2633.537319 = -272924.750244
  nChanged 5
		SP:Iteration 52Q (8330.280000 sec): 3 clusters
  Score: Raw -275561.524895 + Penalty 2633.537319 = -272927.987575
  nChanged 10
		SP:Iteration 53Q (8330.480000 sec): 3 clusters
  Score: Raw -275564.367190 + Penalty 2633.537319 = -272930.829870
  nChanged 3
		SP:Iteration 54Q (8330.650000 sec): 3 clusters
  Score: Raw -275565.141983 + Penalty 2633.537319 = -272931.604664
  nChanged 4
		SP:Iteration 55Q (8330.810000 sec): 3 clusters
  Score: Raw -275566.233512 + Penalty 2633.537319 = -272932.696193
  nChanged 3
		SP:Iteration 56Q (8330.990000 sec): 3 clusters
  Score: Raw -275567.308898 + Penalty 2633.537319 = -272933.771579
  nChanged 4
		SP:Iteration 57Q (8331.180000 sec): 3 clusters
  Score: Raw -275568.345093 + Penalty 2633.537319 = -272934.807773
  nChanged 2
		SP:Iteration 58Q (8331.330000 sec): 3 clusters
  Score: Raw -275568.689045 + Penalty 2633.537319 = -272935.151726
  nChanged 0
		SP:Iteration 59F (8331.500000 sec): 3 clusters
  Score: Raw -275568.689045 + Penalty 2633.537319 = -272935.151726
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 4 (10686 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8331.640000 sec): 2 clusters
  Score: Raw -948378.272963 + Penalty 1507.462085 = -946870.810878
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8331.880000 sec): 3 clusters
  Score: Raw -942264.005010 + Penalty 3014.924170 = -939249.080841
  nChanged 4686
		SP:Iteration 1F (8332.100000 sec): 3 clusters
  Score: Raw -945039.608274 + Penalty 3014.924170 = -942024.684105
  nChanged 860
		SP:Iteration 2F (8332.290000 sec): 3 clusters
  Score: Raw -945707.432933 + Penalty 3014.924170 = -942692.508763
  nChanged 894
		SP:Iteration 3F (8332.530000 sec): 3 clusters
  Score: Raw -946588.307932 + Penalty 3014.924170 = -943573.383763
  nChanged 960
		SP:Iteration 4F (8332.750000 sec): 3 clusters
  Score: Raw -947538.545549 + Penalty 3014.924170 = -944523.621380
  nChanged 805
		SP:Iteration 5F (8332.940000 sec): 3 clusters
  Score: Raw -948260.371497 + Penalty 3014.924170 = -945245.447328
  nChanged 552
		SP:Iteration 6F (8333.160000 sec): 3 clusters
  Score: Raw -948627.305216 + Penalty 3014.924170 = -945612.381046
  nChanged 328
		SP:Iteration 7Q (8333.390000 sec): 3 clusters
  Score: Raw -948803.717156 + Penalty 3014.924170 = -945788.792987
  nChanged 228
		SP:Iteration 8Q (8333.570000 sec): 3 clusters
  Score: Raw -948914.621261 + Penalty 3014.924170 = -945899.697091
  nChanged 199
		SP:Iteration 9Q (8333.790000 sec): 3 clusters
  Score: Raw -949005.152156 + Penalty 3014.924170 = -945990.227986
  nChanged 173
		SP:Iteration 10Q (8333.990000 sec): 3 clusters
  Score: Raw -949079.523694 + Penalty 3014.924170 = -946064.599525
  nChanged 139
		SP:Iteration 11Q (8334.200000 sec): 3 clusters
  Score: Raw -949150.826706 + Penalty 3014.924170 = -946135.902536
  nChanged 155
		SP:Iteration 12Q (8334.430000 sec): 3 clusters
  Score: Raw -949236.738994 + Penalty 3014.924170 = -946221.814825
  nChanged 145
		SP:Iteration 13Q (8334.720000 sec): 3 clusters
  Score: Raw -949306.960261 + Penalty 3014.924170 = -946292.036092
  nChanged 132
		SP:Iteration 14Q (8334.900000 sec): 3 clusters
  Score: Raw -949370.526730 + Penalty 3014.924170 = -946355.602560
  nChanged 119
		SP:Iteration 15Q (8335.160000 sec): 3 clusters
  Score: Raw -949409.036335 + Penalty 3014.924170 = -946394.112166
  nChanged 90
		SP:Iteration 16Q (8335.370000 sec): 3 clusters
  Score: Raw -949437.030239 + Penalty 3014.924170 = -946422.106069
  nChanged 74
		SP:Iteration 17Q (8335.620000 sec): 3 clusters
  Score: Raw -949456.602952 + Penalty 3014.924170 = -946441.678782
  nChanged 61
		SP:Iteration 18Q (8335.840000 sec): 3 clusters
  Score: Raw -949472.997834 + Penalty 3014.924170 = -946458.073664
  nChanged 45
		SP:Iteration 19Q (8336.070000 sec): 3 clusters
  Score: Raw -949483.642992 + Penalty 3014.924170 = -946468.718823
  nChanged 35
		SP:Iteration 20F (8336.290000 sec): 3 clusters
  Score: Raw -949491.477596 + Penalty 3014.924170 = -946476.553426
  nChanged 37
		SP:Iteration 21Q (8336.510000 sec): 3 clusters
  Score: Raw -949497.832652 + Penalty 3014.924170 = -946482.908483
  nChanged 25
		SP:Iteration 22Q (8336.750000 sec): 3 clusters
  Score: Raw -949502.208275 + Penalty 3014.924170 = -946487.284105
  nChanged 25
		SP:Iteration 23Q (8336.970000 sec): 3 clusters
  Score: Raw -949506.198858 + Penalty 3014.924170 = -946491.274689
  nChanged 18
		SP:Iteration 24Q (8337.210000 sec): 3 clusters
  Score: Raw -949508.624688 + Penalty 3014.924170 = -946493.700518
  nChanged 13
		SP:Iteration 25Q (8337.410000 sec): 3 clusters
  Score: Raw -949510.533873 + Penalty 3014.924170 = -946495.609703
  nChanged 13
		SP:Iteration 26Q (8337.610000 sec): 3 clusters
  Score: Raw -949512.799326 + Penalty 3014.924170 = -946497.875157
  nChanged 13
		SP:Iteration 27Q (8337.860000 sec): 3 clusters
  Score: Raw -949515.643891 + Penalty 3014.924170 = -946500.719722
  nChanged 13
		SP:Iteration 28Q (8338.080000 sec): 3 clusters
  Score: Raw -949517.129902 + Penalty 3014.924170 = -946502.205732
  nChanged 13
		SP:Iteration 29Q (8338.310000 sec): 3 clusters
  Score: Raw -949519.190101 + Penalty 3014.924170 = -946504.265931
  nChanged 11
		SP:Iteration 30Q (8338.480000 sec): 3 clusters
  Score: Raw -949520.349079 + Penalty 3014.924170 = -946505.424909
  nChanged 4
		SP:Iteration 31Q (8338.670000 sec): 3 clusters
  Score: Raw -949520.978250 + Penalty 3014.924170 = -946506.054081
  nChanged 6
		SP:Iteration 32Q (8338.890000 sec): 3 clusters
  Score: Raw -949521.575865 + Penalty 3014.924170 = -946506.651695
  nChanged 7
		SP:Iteration 33Q (8339.110000 sec): 3 clusters
  Score: Raw -949522.610028 + Penalty 3014.924170 = -946507.685858
  nChanged 5
		SP:Iteration 34Q (8339.310000 sec): 3 clusters
  Score: Raw -949523.106218 + Penalty 3014.924170 = -946508.182049
  nChanged 5
		SP:Iteration 35Q (8339.540000 sec): 3 clusters
  Score: Raw -949523.536481 + Penalty 3014.924170 = -946508.612311
  nChanged 3
		SP:Iteration 36Q (8339.740000 sec): 3 clusters
  Score: Raw -949523.953183 + Penalty 3014.924170 = -946509.029013
  nChanged 4
		SP:Iteration 37Q (8339.960000 sec): 3 clusters
  Score: Raw -949524.437239 + Penalty 3014.924170 = -946509.513070
  nChanged 2
		SP:Iteration 38Q (8340.190000 sec): 3 clusters
  Score: Raw -949524.726277 + Penalty 3014.924170 = -946509.802108
  nChanged 3
		SP:Iteration 39Q (8340.430000 sec): 3 clusters
  Score: Raw -949525.066427 + Penalty 3014.924170 = -946510.142258
  nChanged 5
		SP:Iteration 40F (8340.670000 sec): 3 clusters
  Score: Raw -949525.795727 + Penalty 3014.924170 = -946510.871558
  nChanged 3
		SP:Iteration 41Q (8340.910000 sec): 3 clusters
  Score: Raw -949526.011829 + Penalty 3014.924170 = -946511.087659
  nChanged 0
		SP:Iteration 42F (8341.110000 sec): 3 clusters
  Score: Raw -949526.011829 + Penalty 3014.924170 = -946511.087659
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 5 (22945 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8341.340000 sec): 2 clusters
  Score: Raw -2073263.837401 + Penalty 1631.638991 = -2071632.198410
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8341.630000 sec): 3 clusters
  Score: Raw -2059352.483279 + Penalty 3263.277981 = -2056089.205297
  nChanged 10457
		SP:Iteration 1F (8341.940000 sec): 3 clusters
  Score: Raw -2065224.386480 + Penalty 3263.277981 = -2061961.108499
  nChanged 1115
		SP:Iteration 2Q (8342.220000 sec): 3 clusters
  Score: Raw -2065610.651523 + Penalty 3263.277981 = -2062347.373542
  nChanged 1026
		SP:Iteration 3Q (8342.500000 sec): 3 clusters
  Score: Raw -2065970.035268 + Penalty 3263.277981 = -2062706.757287
  nChanged 979
		SP:Iteration 4Q (8342.800000 sec): 3 clusters
  Score: Raw -2066348.850061 + Penalty 3263.277981 = -2063085.572080
  nChanged 972
		SP:Iteration 5Q (8343.090000 sec): 3 clusters
  Score: Raw -2066765.577185 + Penalty 3263.277981 = -2063502.299204
  nChanged 1020
		SP:Iteration 6Q (8343.400000 sec): 3 clusters
  Score: Raw -2067235.352482 + Penalty 3263.277981 = -2063972.074501
  nChanged 1068
		SP:Iteration 7Q (8343.680000 sec): 3 clusters
  Score: Raw -2067812.850802 + Penalty 3263.277981 = -2064549.572820
  nChanged 1172
		SP:Iteration 8F (8343.980000 sec): 3 clusters
  Score: Raw -2068513.334762 + Penalty 3263.277981 = -2065250.056781
  nChanged 1107
		SP:Iteration 9Q (8344.260000 sec): 3 clusters
  Score: Raw -2069216.277509 + Penalty 3263.277981 = -2065952.999528
  nChanged 1031
		SP:Iteration 10Q (8344.540000 sec): 3 clusters
  Score: Raw -2069894.911327 + Penalty 3263.277981 = -2066631.633345
  nChanged 865
		SP:Iteration 11Q (8344.810000 sec): 3 clusters
  Score: Raw -2070384.565042 + Penalty 3263.277981 = -2067121.287061
  nChanged 693
		SP:Iteration 12Q (8345.130000 sec): 3 clusters
  Score: Raw -2070748.756037 + Penalty 3263.277981 = -2067485.478056
  nChanged 562
		SP:Iteration 13Q (8345.410000 sec): 3 clusters
  Score: Raw -2071052.112965 + Penalty 3263.277981 = -2067788.834984
  nChanged 538
		SP:Iteration 14Q (8345.710000 sec): 3 clusters
  Score: Raw -2071338.950077 + Penalty 3263.277981 = -2068075.672096
  nChanged 468
		SP:Iteration 15Q (8345.960000 sec): 3 clusters
  Score: Raw -2071587.866981 + Penalty 3263.277981 = -2068324.588999
  nChanged 411
		SP:Iteration 16Q (8346.220000 sec): 3 clusters
  Score: Raw -2071806.419141 + Penalty 3263.277981 = -2068543.141160
  nChanged 393
		SP:Iteration 17Q (8346.510000 sec): 3 clusters
  Score: Raw -2072036.798803 + Penalty 3263.277981 = -2068773.520822
  nChanged 351
		SP:Iteration 18Q (8346.750000 sec): 3 clusters
  Score: Raw -2072247.560526 + Penalty 3263.277981 = -2068984.282545
  nChanged 309
		SP:Iteration 19Q (8347.050000 sec): 3 clusters
  Score: Raw -2072435.299344 + Penalty 3263.277981 = -2069172.021363
  nChanged 269
		SP:Iteration 20F (8347.370000 sec): 3 clusters
  Score: Raw -2072581.105793 + Penalty 3263.277981 = -2069317.827811
  nChanged 216
		SP:Iteration 21Q (8347.660000 sec): 3 clusters
  Score: Raw -2072701.726330 + Penalty 3263.277981 = -2069438.448349
  nChanged 215
		SP:Iteration 22Q (8347.950000 sec): 3 clusters
  Score: Raw -2072819.130834 + Penalty 3263.277981 = -2069555.852853
  nChanged 185
		SP:Iteration 23Q (8348.190000 sec): 3 clusters
  Score: Raw -2072928.780630 + Penalty 3263.277981 = -2069665.502649
  nChanged 166
		SP:Iteration 24Q (8348.450000 sec): 3 clusters
  Score: Raw -2073020.143234 + Penalty 3263.277981 = -2069756.865253
  nChanged 149
		SP:Iteration 25Q (8348.710000 sec): 3 clusters
  Score: Raw -2073105.612586 + Penalty 3263.277981 = -2069842.334605
  nChanged 123
		SP:Iteration 26Q (8348.980000 sec): 3 clusters
  Score: Raw -2073170.385152 + Penalty 3263.277981 = -2069907.107171
  nChanged 95
		SP:Iteration 27Q (8349.270000 sec): 3 clusters
  Score: Raw -2073221.064230 + Penalty 3263.277981 = -2069957.786248
  nChanged 80
		SP:Iteration 28Q (8349.490000 sec): 3 clusters
  Score: Raw -2073268.165188 + Penalty 3263.277981 = -2070004.887207
  nChanged 68
		SP:Iteration 29Q (8349.760000 sec): 3 clusters
  Score: Raw -2073307.291355 + Penalty 3263.277981 = -2070044.013373
  nChanged 62
		SP:Iteration 30Q (8350.010000 sec): 3 clusters
  Score: Raw -2073339.179447 + Penalty 3263.277981 = -2070075.901466
  nChanged 51
		SP:Iteration 31Q (8350.250000 sec): 3 clusters
  Score: Raw -2073367.848821 + Penalty 3263.277981 = -2070104.570839
  nChanged 50
		SP:Iteration 32Q (8350.530000 sec): 3 clusters
  Score: Raw -2073395.498430 + Penalty 3263.277981 = -2070132.220449
  nChanged 42
		SP:Iteration 33Q (8350.780000 sec): 3 clusters
  Score: Raw -2073421.274876 + Penalty 3263.277981 = -2070157.996894
  nChanged 42
		SP:Iteration 34Q (8351.040000 sec): 3 clusters
  Score: Raw -2073449.576363 + Penalty 3263.277981 = -2070186.298381
  nChanged 30
		SP:Iteration 35Q (8351.300000 sec): 3 clusters
  Score: Raw -2073469.164261 + Penalty 3263.277981 = -2070205.886280
  nChanged 28
		SP:Iteration 36Q (8351.570000 sec): 3 clusters
  Score: Raw -2073486.882161 + Penalty 3263.277981 = -2070223.604180
  nChanged 23
		SP:Iteration 37Q (8351.880000 sec): 3 clusters
  Score: Raw -2073503.012719 + Penalty 3263.277981 = -2070239.734737
  nChanged 19
		SP:Iteration 38Q (8352.120000 sec): 3 clusters
  Score: Raw -2073516.988150 + Penalty 3263.277981 = -2070253.710169
  nChanged 11
		SP:Iteration 39Q (8352.360000 sec): 3 clusters
  Score: Raw -2073522.896257 + Penalty 3263.277981 = -2070259.618276
  nChanged 8
		SP:Iteration 40F (8352.700000 sec): 3 clusters
  Score: Raw -2073528.473005 + Penalty 3263.277981 = -2070265.195024
  nChanged 6
		SP:Iteration 41Q (8353.000000 sec): 3 clusters
  Score: Raw -2073531.806570 + Penalty 3263.277981 = -2070268.528589
  nChanged 7
		SP:Iteration 42Q (8353.230000 sec): 3 clusters
  Score: Raw -2073536.411059 + Penalty 3263.277981 = -2070273.133078
  nChanged 6
		SP:Iteration 43Q (8353.470000 sec): 3 clusters
  Score: Raw -2073540.235872 + Penalty 3263.277981 = -2070276.957891
  nChanged 8
		SP:Iteration 44Q (8353.770000 sec): 3 clusters
  Score: Raw -2073545.931097 + Penalty 3263.277981 = -2070282.653116
  nChanged 9
		SP:Iteration 45Q (8354.050000 sec): 3 clusters
  Score: Raw -2073550.074996 + Penalty 3263.277981 = -2070286.797015
  nChanged 7
		SP:Iteration 46Q (8354.300000 sec): 3 clusters
  Score: Raw -2073553.289339 + Penalty 3263.277981 = -2070290.011358
  nChanged 7
		SP:Iteration 47Q (8354.550000 sec): 3 clusters
  Score: Raw -2073558.607696 + Penalty 3263.277981 = -2070295.329715
  nChanged 3
		SP:Iteration 48Q (8354.830000 sec): 3 clusters
  Score: Raw -2073560.114952 + Penalty 3263.277981 = -2070296.836971
  nChanged 1
		SP:Iteration 49Q (8355.060000 sec): 3 clusters
  Score: Raw -2073560.832426 + Penalty 3263.277981 = -2070297.554445
  nChanged 2
		SP:Iteration 50Q (8355.380000 sec): 3 clusters
  Score: Raw -2073562.074416 + Penalty 3263.277981 = -2070298.796435
  nChanged 2
		SP:Iteration 51Q (8355.670000 sec): 3 clusters
  Score: Raw -2073562.854941 + Penalty 3263.277981 = -2070299.576960
  nChanged 1
		SP:Iteration 52Q (8356.020000 sec): 3 clusters
  Score: Raw -2073563.501534 + Penalty 3263.277981 = -2070300.223553
  nChanged 0
		SP:Iteration 53F (8356.310000 sec): 3 clusters
  Score: Raw -2073563.501534 + Penalty 3263.277981 = -2070300.223553
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 6 (14416 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8356.480000 sec): 2 clusters
  Score: Raw -1207631.139308 + Penalty 1556.115272 = -1206075.024036
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8356.700000 sec): 3 clusters
  Score: Raw -1199209.268925 + Penalty 3112.230543 = -1196097.038382
  nChanged 6477
		SP:Iteration 1F (8356.910000 sec): 3 clusters
  Score: Raw -1202896.163557 + Penalty 3112.230543 = -1199783.933013
  nChanged 827
		SP:Iteration 2F (8357.160000 sec): 3 clusters
  Score: Raw -1203265.549123 + Penalty 3112.230543 = -1200153.318579
  nChanged 763
		SP:Iteration 3F (8357.410000 sec): 3 clusters
  Score: Raw -1203614.173563 + Penalty 3112.230543 = -1200501.943019
  nChanged 688
		SP:Iteration 4Q (8357.670000 sec): 3 clusters
  Score: Raw -1203990.393731 + Penalty 3112.230543 = -1200878.163188
  nChanged 734
		SP:Iteration 5F (8357.950000 sec): 3 clusters
  Score: Raw -1204435.976429 + Penalty 3112.230543 = -1201323.745886
  nChanged 760
		SP:Iteration 6F (8358.160000 sec): 3 clusters
  Score: Raw -1204930.982088 + Penalty 3112.230543 = -1201818.751545
  nChanged 774
		SP:Iteration 7F (8358.410000 sec): 3 clusters
  Score: Raw -1205445.609481 + Penalty 3112.230543 = -1202333.378937
  nChanged 714
		SP:Iteration 8Q (8358.650000 sec): 3 clusters
  Score: Raw -1205915.548949 + Penalty 3112.230543 = -1202803.318405
  nChanged 668
		SP:Iteration 9Q (8358.910000 sec): 3 clusters
  Score: Raw -1206366.453249 + Penalty 3112.230543 = -1203254.222706
  nChanged 603
		SP:Iteration 10Q (8359.150000 sec): 3 clusters
  Score: Raw -1206767.147129 + Penalty 3112.230543 = -1203654.916585
  nChanged 522
		SP:Iteration 11Q (8359.380000 sec): 3 clusters
  Score: Raw -1207042.066335 + Penalty 3112.230543 = -1203929.835791
  nChanged 373
		SP:Iteration 12Q (8359.640000 sec): 3 clusters
  Score: Raw -1207190.207085 + Penalty 3112.230543 = -1204077.976542
  nChanged 259
		SP:Iteration 13Q (8359.870000 sec): 3 clusters
  Score: Raw -1207287.522422 + Penalty 3112.230543 = -1204175.291879
  nChanged 207
		SP:Iteration 14Q (8360.100000 sec): 3 clusters
  Score: Raw -1207354.797122 + Penalty 3112.230543 = -1204242.566578
  nChanged 183
		SP:Iteration 15Q (8360.390000 sec): 3 clusters
  Score: Raw -1207405.449234 + Penalty 3112.230543 = -1204293.218691
  nChanged 147
		SP:Iteration 16Q (8360.610000 sec): 3 clusters
  Score: Raw -1207449.525584 + Penalty 3112.230543 = -1204337.295041
  nChanged 147
		SP:Iteration 17Q (8360.870000 sec): 3 clusters
  Score: Raw -1207499.226158 + Penalty 3112.230543 = -1204386.995614
  nChanged 113
		SP:Iteration 18Q (8361.130000 sec): 3 clusters
  Score: Raw -1207530.693944 + Penalty 3112.230543 = -1204418.463400
  nChanged 109
		SP:Iteration 19Q (8361.340000 sec): 3 clusters
  Score: Raw -1207566.101338 + Penalty 3112.230543 = -1204453.870794
  nChanged 113
		SP:Iteration 20F (8361.600000 sec): 3 clusters
  Score: Raw -1207596.105101 + Penalty 3112.230543 = -1204483.874557
  nChanged 112
		SP:Iteration 21Q (8361.840000 sec): 3 clusters
  Score: Raw -1207627.775192 + Penalty 3112.230543 = -1204515.544649
  nChanged 124
		SP:Iteration 22Q (8362.060000 sec): 3 clusters
  Score: Raw -1207667.352798 + Penalty 3112.230543 = -1204555.122255
  nChanged 126
		SP:Iteration 23Q (8362.290000 sec): 3 clusters
  Score: Raw -1207702.902363 + Penalty 3112.230543 = -1204590.671819
  nChanged 111
		SP:Iteration 24Q (8362.540000 sec): 3 clusters
  Score: Raw -1207737.961560 + Penalty 3112.230543 = -1204625.731016
  nChanged 111
		SP:Iteration 25Q (8362.790000 sec): 3 clusters
  Score: Raw -1207775.115372 + Penalty 3112.230543 = -1204662.884828
  nChanged 131
		SP:Iteration 26Q (8363.020000 sec): 3 clusters
  Score: Raw -1207815.347510 + Penalty 3112.230543 = -1204703.116967
  nChanged 116
		SP:Iteration 27Q (8363.280000 sec): 3 clusters
  Score: Raw -1207852.742538 + Penalty 3112.230543 = -1204740.511995
  nChanged 104
		SP:Iteration 28Q (8363.500000 sec): 3 clusters
  Score: Raw -1207890.072996 + Penalty 3112.230543 = -1204777.842453
  nChanged 131
		SP:Iteration 29Q (8363.760000 sec): 3 clusters
  Score: Raw -1207937.073876 + Penalty 3112.230543 = -1204824.843332
  nChanged 121
		SP:Iteration 30Q (8364.050000 sec): 3 clusters
  Score: Raw -1207983.274083 + Penalty 3112.230543 = -1204871.043540
  nChanged 108
		SP:Iteration 31Q (8364.280000 sec): 3 clusters
  Score: Raw -1208031.488080 + Penalty 3112.230543 = -1204919.257537
  nChanged 126
		SP:Iteration 32Q (8364.520000 sec): 3 clusters
  Score: Raw -1208088.838822 + Penalty 3112.230543 = -1204976.608278
  nChanged 131
		SP:Iteration 33Q (8364.770000 sec): 3 clusters
  Score: Raw -1208152.254317 + Penalty 3112.230543 = -1205040.023773
  nChanged 137
		SP:Iteration 34Q (8365.000000 sec): 3 clusters
  Score: Raw -1208217.431758 + Penalty 3112.230543 = -1205105.201214
  nChanged 120
		SP:Iteration 35Q (8365.260000 sec): 3 clusters
  Score: Raw -1208267.365851 + Penalty 3112.230543 = -1205155.135307
  nChanged 97
		SP:Iteration 36Q (8365.470000 sec): 3 clusters
  Score: Raw -1208302.115335 + Penalty 3112.230543 = -1205189.884791
  nChanged 77
		SP:Iteration 37Q (8365.720000 sec): 3 clusters
  Score: Raw -1208327.975487 + Penalty 3112.230543 = -1205215.744943
  nChanged 69
		SP:Iteration 38Q (8366.000000 sec): 3 clusters
  Score: Raw -1208351.030351 + Penalty 3112.230543 = -1205238.799808
  nChanged 73
		SP:Iteration 39Q (8366.260000 sec): 3 clusters
  Score: Raw -1208370.359586 + Penalty 3112.230543 = -1205258.129043
  nChanged 53
		SP:Iteration 40F (8366.480000 sec): 3 clusters
  Score: Raw -1208382.950935 + Penalty 3112.230543 = -1205270.720391
  nChanged 36
		SP:Iteration 41Q (8366.740000 sec): 3 clusters
  Score: Raw -1208389.598914 + Penalty 3112.230543 = -1205277.368370
  nChanged 25
		SP:Iteration 42Q (8367.000000 sec): 3 clusters
  Score: Raw -1208395.557666 + Penalty 3112.230543 = -1205283.327123
  nChanged 23
		SP:Iteration 43Q (8367.210000 sec): 3 clusters
  Score: Raw -1208400.942634 + Penalty 3112.230543 = -1205288.712090
  nChanged 19
		SP:Iteration 44Q (8367.480000 sec): 3 clusters
  Score: Raw -1208404.934618 + Penalty 3112.230543 = -1205292.704075
  nChanged 17
		SP:Iteration 45Q (8367.730000 sec): 3 clusters
  Score: Raw -1208408.794052 + Penalty 3112.230543 = -1205296.563509
  nChanged 14
		SP:Iteration 46Q (8368.000000 sec): 3 clusters
  Score: Raw -1208411.043227 + Penalty 3112.230543 = -1205298.812684
  nChanged 16
		SP:Iteration 47Q (8368.260000 sec): 3 clusters
  Score: Raw -1208413.635191 + Penalty 3112.230543 = -1205301.404648
  nChanged 11
		SP:Iteration 48Q (8368.450000 sec): 3 clusters
  Score: Raw -1208415.056448 + Penalty 3112.230543 = -1205302.825905
  nChanged 14
		SP:Iteration 49Q (8368.720000 sec): 3 clusters
  Score: Raw -1208417.173401 + Penalty 3112.230543 = -1205304.942858
  nChanged 7
		SP:Iteration 50Q (8369.000000 sec): 3 clusters
  Score: Raw -1208418.664423 + Penalty 3112.230543 = -1205306.433880
  nChanged 8
		SP:Iteration 51Q (8369.220000 sec): 3 clusters
  Score: Raw -1208419.746343 + Penalty 3112.230543 = -1205307.515800
  nChanged 6
		SP:Iteration 52Q (8369.460000 sec): 3 clusters
  Score: Raw -1208420.535478 + Penalty 3112.230543 = -1205308.304934
  nChanged 4
		SP:Iteration 53Q (8369.710000 sec): 3 clusters
  Score: Raw -1208421.105216 + Penalty 3112.230543 = -1205308.874672
  nChanged 4
		SP:Iteration 54Q (8369.960000 sec): 3 clusters
  Score: Raw -1208421.600475 + Penalty 3112.230543 = -1205309.369931
  nChanged 1
		SP:Iteration 55Q (8370.190000 sec): 3 clusters
  Score: Raw -1208421.665933 + Penalty 3112.230543 = -1205309.435389
  nChanged 1
		SP:Iteration 56Q (8370.460000 sec): 3 clusters
  Score: Raw -1208421.799463 + Penalty 3112.230543 = -1205309.568920
  nChanged 1
		SP:Iteration 57Q (8370.740000 sec): 3 clusters
  Score: Raw -1208421.899769 + Penalty 3112.230543 = -1205309.669225
  nChanged 1
		SP:Iteration 58Q (8370.960000 sec): 3 clusters
  Score: Raw -1208422.095169 + Penalty 3112.230543 = -1205309.864626
  nChanged 1
		SP:Iteration 59Q (8371.200000 sec): 3 clusters
  Score: Raw -1208422.352994 + Penalty 3112.230543 = -1205310.122451
  nChanged 1
		SP:Iteration 60F (8371.420000 sec): 3 clusters
  Score: Raw -1208422.566421 + Penalty 3112.230543 = -1205310.335877
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 7 (1646 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8371.540000 sec): 2 clusters
  Score: Raw -124827.628833 + Penalty 1203.491799 = -123624.137033
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8371.660000 sec): 3 clusters
  Score: Raw -124223.632902 + Penalty 2406.983599 = -121816.649303
  nChanged 604
		SP:Iteration 1F (8371.830000 sec): 3 clusters
  Score: Raw -124740.062394 + Penalty 2406.983599 = -122333.078795
  nChanged 176
		SP:Iteration 2F (8372.030000 sec): 3 clusters
  Score: Raw -124981.657667 + Penalty 2406.983599 = -122574.674068
  nChanged 118
		SP:Iteration 3F (8372.220000 sec): 3 clusters
  Score: Raw -125094.590220 + Penalty 2406.983599 = -122687.606621
  nChanged 72
		SP:Iteration 4Q (8372.440000 sec): 3 clusters
  Score: Raw -125157.095315 + Penalty 2406.983599 = -122750.111716
  nChanged 46
		SP:Iteration 5Q (8372.640000 sec): 3 clusters
  Score: Raw -125191.863948 + Penalty 2406.983599 = -122784.880349
  nChanged 26
		SP:Iteration 6Q (8372.800000 sec): 3 clusters
  Score: Raw -125209.842603 + Penalty 2406.983599 = -122802.859004
  nChanged 25
		SP:Iteration 7Q (8373.000000 sec): 3 clusters
  Score: Raw -125225.692636 + Penalty 2406.983599 = -122818.709037
  nChanged 25
		SP:Iteration 8Q (8373.160000 sec): 3 clusters
  Score: Raw -125244.987185 + Penalty 2406.983599 = -122838.003586
  nChanged 20
		SP:Iteration 9Q (8373.350000 sec): 3 clusters
  Score: Raw -125260.192742 + Penalty 2406.983599 = -122853.209143
  nChanged 20
		SP:Iteration 10Q (8373.560000 sec): 3 clusters
  Score: Raw -125274.412601 + Penalty 2406.983599 = -122867.429002
  nChanged 16
		SP:Iteration 11Q (8373.710000 sec): 3 clusters
  Score: Raw -125288.719606 + Penalty 2406.983599 = -122881.736008
  nChanged 11
		SP:Iteration 12Q (8373.890000 sec): 3 clusters
  Score: Raw -125294.313724 + Penalty 2406.983599 = -122887.330125
  nChanged 5
		SP:Iteration 13Q (8374.120000 sec): 3 clusters
  Score: Raw -125298.149818 + Penalty 2406.983599 = -122891.166219
  nChanged 5
		SP:Iteration 14Q (8374.310000 sec): 3 clusters
  Score: Raw -125302.330945 + Penalty 2406.983599 = -122895.347346
  nChanged 4
		SP:Iteration 15Q (8374.460000 sec): 3 clusters
  Score: Raw -125304.127192 + Penalty 2406.983599 = -122897.143593
  nChanged 5
		SP:Iteration 16Q (8374.660000 sec): 3 clusters
  Score: Raw -125308.494434 + Penalty 2406.983599 = -122901.510835
  nChanged 5
		SP:Iteration 17Q (8374.810000 sec): 3 clusters
  Score: Raw -125310.443227 + Penalty 2406.983599 = -122903.459628
  nChanged 3
		SP:Iteration 18Q (8374.990000 sec): 3 clusters
  Score: Raw -125313.086358 + Penalty 2406.983599 = -122906.102759
  nChanged 3
		SP:Iteration 19Q (8375.170000 sec): 3 clusters
  Score: Raw -125315.987165 + Penalty 2406.983599 = -122909.003566
  nChanged 3
		SP:Iteration 20F (8375.310000 sec): 3 clusters
  Score: Raw -125318.360318 + Penalty 2406.983599 = -122911.376719
  nChanged 3
		SP:Iteration 21Q (8375.470000 sec): 3 clusters
  Score: Raw -125321.313044 + Penalty 2406.983599 = -122914.329445
  nChanged 4
		SP:Iteration 22Q (8375.660000 sec): 3 clusters
  Score: Raw -125324.021659 + Penalty 2406.983599 = -122917.038060
  nChanged 3
		SP:Iteration 23Q (8375.820000 sec): 3 clusters
  Score: Raw -125325.790688 + Penalty 2406.983599 = -122918.807089
  nChanged 0
		SP:Iteration 24F (8376.000000 sec): 3 clusters
  Score: Raw -125325.790688 + Penalty 2406.983599 = -122918.807089
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 8 (2873 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8376.150000 sec): 2 clusters
  Score: Raw -235400.772403 + Penalty 1294.005710 = -234106.766693
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8376.310000 sec): 3 clusters
  Score: Raw -234063.312904 + Penalty 2588.011419 = -231475.301485
  nChanged 1096
		SP:Iteration 1F (8376.470000 sec): 3 clusters
  Score: Raw -234822.161977 + Penalty 2588.011419 = -232234.150558
  nChanged 274
		SP:Iteration 2F (8376.640000 sec): 3 clusters
  Score: Raw -235110.754065 + Penalty 2588.011419 = -232522.742646
  nChanged 227
		SP:Iteration 3F (8376.810000 sec): 3 clusters
  Score: Raw -235415.248119 + Penalty 2588.011419 = -232827.236699
  nChanged 212
		SP:Iteration 4F (8376.970000 sec): 3 clusters
  Score: Raw -235751.657234 + Penalty 2588.011419 = -233163.645814
  nChanged 201
		SP:Iteration 5F (8377.120000 sec): 3 clusters
  Score: Raw -236074.247850 + Penalty 2588.011419 = -233486.236431
  nChanged 179
		SP:Iteration 6F (8377.280000 sec): 3 clusters
  Score: Raw -236376.675738 + Penalty 2588.011419 = -233788.664319
  nChanged 152
		SP:Iteration 7F (8377.460000 sec): 3 clusters
  Score: Raw -236570.596437 + Penalty 2588.011419 = -233982.585018
  nChanged 106
		SP:Iteration 8Q (8377.620000 sec): 3 clusters
  Score: Raw -236681.936616 + Penalty 2588.011419 = -234093.925197
  nChanged 79
		SP:Iteration 9Q (8377.790000 sec): 3 clusters
  Score: Raw -236769.972194 + Penalty 2588.011419 = -234181.960775
  nChanged 63
		SP:Iteration 10Q (8377.940000 sec): 3 clusters
  Score: Raw -236837.650432 + Penalty 2588.011419 = -234249.639013
  nChanged 52
		SP:Iteration 11Q (8378.110000 sec): 3 clusters
  Score: Raw -236887.976670 + Penalty 2588.011419 = -234299.965251
  nChanged 46
		SP:Iteration 12Q (8378.280000 sec): 3 clusters
  Score: Raw -236929.302427 + Penalty 2588.011419 = -234341.291008
  nChanged 32
		SP:Iteration 13Q (8378.450000 sec): 3 clusters
  Score: Raw -236959.182813 + Penalty 2588.011419 = -234371.171394
  nChanged 26
		SP:Iteration 14Q (8378.600000 sec): 3 clusters
  Score: Raw -236981.491821 + Penalty 2588.011419 = -234393.480402
  nChanged 20
		SP:Iteration 15Q (8378.770000 sec): 3 clusters
  Score: Raw -236996.054823 + Penalty 2588.011419 = -234408.043404
  nChanged 9
		SP:Iteration 16Q (8378.930000 sec): 3 clusters
  Score: Raw -237001.906194 + Penalty 2588.011419 = -234413.894775
  nChanged 8
		SP:Iteration 17Q (8379.130000 sec): 3 clusters
  Score: Raw -237006.133871 + Penalty 2588.011419 = -234418.122452
  nChanged 3
		SP:Iteration 18Q (8379.270000 sec): 3 clusters
  Score: Raw -237007.365041 + Penalty 2588.011419 = -234419.353622
  nChanged 4
		SP:Iteration 19Q (8379.420000 sec): 3 clusters
  Score: Raw -237009.079350 + Penalty 2588.011419 = -234421.067931
  nChanged 4
		SP:Iteration 20F (8379.530000 sec): 3 clusters
  Score: Raw -237010.291992 + Penalty 2588.011419 = -234422.280573
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 94.
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 9 (24774 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8379.720000 sec): 2 clusters
  Score: Raw -2232528.833660 + Penalty 1644.101874 = -2230884.731786
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8380.020000 sec): 3 clusters
  Score: Raw -2217382.151136 + Penalty 3288.203748 = -2214093.947388
  nChanged 11376
		SP:Iteration 1F (8380.320000 sec): 3 clusters
  Score: Raw -2223669.316015 + Penalty 3288.203748 = -2220381.112267
  nChanged 1197
		SP:Iteration 2Q (8380.620000 sec): 3 clusters
  Score: Raw -2224137.805862 + Penalty 3288.203748 = -2220849.602113
  nChanged 1196
		SP:Iteration 3Q (8380.890000 sec): 3 clusters
  Score: Raw -2224576.486369 + Penalty 3288.203748 = -2221288.282621
  nChanged 1177
		SP:Iteration 4Q (8381.160000 sec): 3 clusters
  Score: Raw -2225052.147766 + Penalty 3288.203748 = -2221763.944018
  nChanged 1172
		SP:Iteration 5Q (8381.450000 sec): 3 clusters
  Score: Raw -2225501.464121 + Penalty 3288.203748 = -2222213.260373
  nChanged 1155
		SP:Iteration 6Q (8381.700000 sec): 3 clusters
  Score: Raw -2225969.015090 + Penalty 3288.203748 = -2222680.811342
  nChanged 1087
		SP:Iteration 7Q (8382.030000 sec): 3 clusters
  Score: Raw -2226414.369278 + Penalty 3288.203748 = -2223126.165530
  nChanged 1024
		SP:Iteration 8Q (8382.300000 sec): 3 clusters
  Score: Raw -2226814.592078 + Penalty 3288.203748 = -2223526.388329
  nChanged 941
		SP:Iteration 9Q (8382.650000 sec): 3 clusters
  Score: Raw -2227164.024377 + Penalty 3288.203748 = -2223875.820629
  nChanged 856
		SP:Iteration 10Q (8382.910000 sec): 3 clusters
  Score: Raw -2227507.369178 + Penalty 3288.203748 = -2224219.165429
  nChanged 886
		SP:Iteration 11Q (8383.200000 sec): 3 clusters
  Score: Raw -2227872.483125 + Penalty 3288.203748 = -2224584.279377
  nChanged 920
		SP:Iteration 12Q (8383.420000 sec): 3 clusters
  Score: Raw -2228281.936934 + Penalty 3288.203748 = -2224993.733185
  nChanged 923
		SP:Iteration 13Q (8383.750000 sec): 3 clusters
  Score: Raw -2228691.582560 + Penalty 3288.203748 = -2225403.378811
  nChanged 918
		SP:Iteration 14Q (8384.020000 sec): 3 clusters
  Score: Raw -2229130.706399 + Penalty 3288.203748 = -2225842.502650
  nChanged 942
		SP:Iteration 15Q (8384.320000 sec): 3 clusters
  Score: Raw -2229618.298492 + Penalty 3288.203748 = -2226330.094743
  nChanged 962
		SP:Iteration 16Q (8384.580000 sec): 3 clusters
  Score: Raw -2230167.680405 + Penalty 3288.203748 = -2226879.476656
  nChanged 928
		SP:Iteration 17Q (8384.860000 sec): 3 clusters
  Score: Raw -2230749.489583 + Penalty 3288.203748 = -2227461.285835
  nChanged 818
		SP:Iteration 18Q (8385.200000 sec): 3 clusters
  Score: Raw -2231289.437828 + Penalty 3288.203748 = -2228001.234080
  nChanged 670
		SP:Iteration 19Q (8385.520000 sec): 3 clusters
  Score: Raw -2231755.366984 + Penalty 3288.203748 = -2228467.163236
  nChanged 494
		SP:Iteration 20F (8385.800000 sec): 3 clusters
  Score: Raw -2232113.478282 + Penalty 3288.203748 = -2228825.274533
  nChanged 322
		SP:Iteration 21Q (8386.110000 sec): 3 clusters
  Score: Raw -2232346.119920 + Penalty 3288.203748 = -2229057.916172
  nChanged 207
		SP:Iteration 22Q (8386.400000 sec): 3 clusters
  Score: Raw -2232506.941027 + Penalty 3288.203748 = -2229218.737278
  nChanged 148
		SP:Iteration 23Q (8386.730000 sec): 3 clusters
  Score: Raw -2232626.732392 + Penalty 3288.203748 = -2229338.528643
  nChanged 109
		SP:Iteration 24Q (8386.980000 sec): 3 clusters
  Score: Raw -2232702.986751 + Penalty 3288.203748 = -2229414.783002
  nChanged 79
		SP:Iteration 25Q (8387.300000 sec): 3 clusters
  Score: Raw -2232756.609078 + Penalty 3288.203748 = -2229468.405329
  nChanged 57
		SP:Iteration 26Q (8387.550000 sec): 3 clusters
  Score: Raw -2232794.987082 + Penalty 3288.203748 = -2229506.783334
  nChanged 39
		SP:Iteration 27Q (8387.880000 sec): 3 clusters
  Score: Raw -2232814.242330 + Penalty 3288.203748 = -2229526.038582
  nChanged 30
		SP:Iteration 28Q (8388.180000 sec): 3 clusters
  Score: Raw -2232833.802967 + Penalty 3288.203748 = -2229545.599219
  nChanged 27
		SP:Iteration 29Q (8388.470000 sec): 3 clusters
  Score: Raw -2232850.613197 + Penalty 3288.203748 = -2229562.409449
  nChanged 22
		SP:Iteration 30Q (8388.790000 sec): 3 clusters
  Score: Raw -2232866.005001 + Penalty 3288.203748 = -2229577.801252
  nChanged 24
		SP:Iteration 31Q (8389.100000 sec): 3 clusters
  Score: Raw -2232881.947834 + Penalty 3288.203748 = -2229593.744086
  nChanged 27
		SP:Iteration 32Q (8389.390000 sec): 3 clusters
  Score: Raw -2232891.994981 + Penalty 3288.203748 = -2229603.791232
  nChanged 18
		SP:Iteration 33Q (8389.660000 sec): 3 clusters
  Score: Raw -2232899.849164 + Penalty 3288.203748 = -2229611.645415
  nChanged 12
		SP:Iteration 34Q (8389.940000 sec): 3 clusters
  Score: Raw -2232905.862946 + Penalty 3288.203748 = -2229617.659198
  nChanged 14
		SP:Iteration 35Q (8390.200000 sec): 3 clusters
  Score: Raw -2232911.054395 + Penalty 3288.203748 = -2229622.850646
  nChanged 13
		SP:Iteration 36Q (8390.500000 sec): 3 clusters
  Score: Raw -2232917.190543 + Penalty 3288.203748 = -2229628.986794
  nChanged 12
		SP:Iteration 37Q (8390.780000 sec): 3 clusters
  Score: Raw -2232922.682816 + Penalty 3288.203748 = -2229634.479068
  nChanged 4
		SP:Iteration 38Q (8391.070000 sec): 3 clusters
  Score: Raw -2232924.744870 + Penalty 3288.203748 = -2229636.541121
  nChanged 3
		SP:Iteration 39Q (8391.370000 sec): 3 clusters
  Score: Raw -2232926.077094 + Penalty 3288.203748 = -2229637.873345
  nChanged 3
		SP:Iteration 40F (8391.700000 sec): 3 clusters
  Score: Raw -2232927.460738 + Penalty 3288.203748 = -2229639.256990
  nChanged 1
		SP:Iteration 41Q (8391.950000 sec): 3 clusters
  Score: Raw -2232928.521535 + Penalty 3288.203748 = -2229640.317786
  nChanged 2
		SP:Iteration 42Q (8392.240000 sec): 3 clusters
  Score: Raw -2232929.510861 + Penalty 3288.203748 = -2229641.307113
  nChanged 3
		SP:Iteration 43Q (8392.550000 sec): 3 clusters
  Score: Raw -2232930.488117 + Penalty 3288.203748 = -2229642.284369
  nChanged 1
		SP:Iteration 44Q (8392.870000 sec): 3 clusters
  Score: Raw -2232931.089069 + Penalty 3288.203748 = -2229642.885321
  nChanged 3
		SP:Iteration 45Q (8393.210000 sec): 3 clusters
  Score: Raw -2232932.494300 + Penalty 3288.203748 = -2229644.290552
  nChanged 4
		SP:Iteration 46Q (8393.470000 sec): 3 clusters
  Score: Raw -2232933.137251 + Penalty 3288.203748 = -2229644.933502
  nChanged 0
		SP:Iteration 47F (8393.780000 sec): 3 clusters
  Score: Raw -2232933.137251 + Penalty 3288.203748 = -2229644.933502
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 10 (2400 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8393.870000 sec): 2 clusters
  Score: Raw -198105.637576 + Penalty 1264.773903 = -196840.863673
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8394.130000 sec): 3 clusters
  Score: Raw -197054.049477 + Penalty 2529.547805 = -194524.501672
  nChanged 885
		SP:Iteration 1F (8394.290000 sec): 3 clusters
  Score: Raw -197685.584071 + Penalty 2529.547805 = -195156.036265
  nChanged 215
		SP:Iteration 2F (8394.490000 sec): 3 clusters
  Score: Raw -197930.250413 + Penalty 2529.547805 = -195400.702607
  nChanged 133
		SP:Iteration 3F (8394.640000 sec): 3 clusters
  Score: Raw -198089.671568 + Penalty 2529.547805 = -195560.123763
  nChanged 127
		SP:Iteration 4F (8394.860000 sec): 3 clusters
  Score: Raw -198245.847422 + Penalty 2529.547805 = -195716.299617
  nChanged 104
		SP:Iteration 5Q (8395.070000 sec): 3 clusters
  Score: Raw -198357.703607 + Penalty 2529.547805 = -195828.155802
  nChanged 87
		SP:Iteration 6Q (8395.240000 sec): 3 clusters
  Score: Raw -198424.907859 + Penalty 2529.547805 = -195895.360054
  nChanged 94
		SP:Iteration 7Q (8395.390000 sec): 3 clusters
  Score: Raw -198522.659937 + Penalty 2529.547805 = -195993.112131
  nChanged 114
		SP:Iteration 8Q (8395.580000 sec): 3 clusters
  Score: Raw -198648.891777 + Penalty 2529.547805 = -196119.343972
  nChanged 98
		SP:Iteration 9Q (8395.740000 sec): 3 clusters
  Score: Raw -198739.270100 + Penalty 2529.547805 = -196209.722294
  nChanged 80
		SP:Iteration 10Q (8395.910000 sec): 3 clusters
  Score: Raw -198825.825858 + Penalty 2529.547805 = -196296.278053
  nChanged 65
		SP:Iteration 11Q (8396.100000 sec): 3 clusters
  Score: Raw -198900.404190 + Penalty 2529.547805 = -196370.856384
  nChanged 48
		SP:Iteration 12Q (8396.230000 sec): 3 clusters
  Score: Raw -198942.695818 + Penalty 2529.547805 = -196413.148013
  nChanged 35
		SP:Iteration 13Q (8396.420000 sec): 3 clusters
  Score: Raw -198968.339315 + Penalty 2529.547805 = -196438.791509
  nChanged 21
		SP:Iteration 14Q (8396.570000 sec): 3 clusters
  Score: Raw -198985.430334 + Penalty 2529.547805 = -196455.882528
  nChanged 18
		SP:Iteration 15Q (8396.750000 sec): 3 clusters
  Score: Raw -198999.341681 + Penalty 2529.547805 = -196469.793876
  nChanged 13
		SP:Iteration 16Q (8396.930000 sec): 3 clusters
  Score: Raw -199008.309183 + Penalty 2529.547805 = -196478.761377
  nChanged 14
		SP:Iteration 17Q (8397.150000 sec): 3 clusters
  Score: Raw -199018.801214 + Penalty 2529.547805 = -196489.253409
  nChanged 12
		SP:Iteration 18Q (8397.330000 sec): 3 clusters
  Score: Raw -199024.607544 + Penalty 2529.547805 = -196495.059738
  nChanged 14
		SP:Iteration 19Q (8397.510000 sec): 3 clusters
  Score: Raw -199033.362342 + Penalty 2529.547805 = -196503.814537
  nChanged 15
		SP:Iteration 20F (8397.680000 sec): 3 clusters
  Score: Raw -199043.789800 + Penalty 2529.547805 = -196514.241995
  nChanged 14
		SP:Iteration 21Q (8397.850000 sec): 3 clusters
  Score: Raw -199051.960086 + Penalty 2529.547805 = -196522.412280
  nChanged 10
		SP:Iteration 22Q (8398.080000 sec): 3 clusters
  Score: Raw -199057.901347 + Penalty 2529.547805 = -196528.353542
  nChanged 8
		SP:Iteration 23Q (8398.240000 sec): 3 clusters
  Score: Raw -199063.980927 + Penalty 2529.547805 = -196534.433122
  nChanged 9
		SP:Iteration 24Q (8398.390000 sec): 3 clusters
  Score: Raw -199070.029860 + Penalty 2529.547805 = -196540.482054
  nChanged 6
		SP:Iteration 25Q (8398.550000 sec): 3 clusters
  Score: Raw -199072.357056 + Penalty 2529.547805 = -196542.809251
  nChanged 9
		SP:Iteration 26Q (8398.690000 sec): 3 clusters
  Score: Raw -199077.223143 + Penalty 2529.547805 = -196547.675338
  nChanged 11
		SP:Iteration 27Q (8398.880000 sec): 3 clusters
  Score: Raw -199082.510321 + Penalty 2529.547805 = -196552.962516
  nChanged 8
		SP:Iteration 28Q (8399.020000 sec): 3 clusters
  Score: Raw -199088.007209 + Penalty 2529.547805 = -196558.459404
  nChanged 10
		SP:Iteration 29Q (8399.170000 sec): 3 clusters
  Score: Raw -199098.842658 + Penalty 2529.547805 = -196569.294853
  nChanged 13
		SP:Iteration 30Q (8399.330000 sec): 3 clusters
  Score: Raw -199110.491590 + Penalty 2529.547805 = -196580.943785
  nChanged 16
		SP:Iteration 31Q (8399.510000 sec): 3 clusters
  Score: Raw -199126.965668 + Penalty 2529.547805 = -196597.417863
  nChanged 19
		SP:Iteration 32Q (8399.680000 sec): 3 clusters
  Score: Raw -199152.637219 + Penalty 2529.547805 = -196623.089414
  nChanged 29
		SP:Iteration 33Q (8399.870000 sec): 3 clusters
  Score: Raw -199192.955289 + Penalty 2529.547805 = -196663.407483
  nChanged 34
		SP:Iteration 34Q (8400.000000 sec): 3 clusters
  Score: Raw -199229.676861 + Penalty 2529.547805 = -196700.129055
  nChanged 25
		SP:Iteration 35Q (8400.160000 sec): 3 clusters
  Score: Raw -199252.295038 + Penalty 2529.547805 = -196722.747232
  nChanged 22
		SP:Iteration 36Q (8400.380000 sec): 3 clusters
  Score: Raw -199270.694142 + Penalty 2529.547805 = -196741.146337
  nChanged 12
		SP:Iteration 37Q (8400.530000 sec): 3 clusters
  Score: Raw -199277.782891 + Penalty 2529.547805 = -196748.235085
  nChanged 6
		SP:Iteration 38Q (8400.730000 sec): 3 clusters
  Score: Raw -199279.627192 + Penalty 2529.547805 = -196750.079386
  nChanged 1
		SP:Iteration 39Q (8400.920000 sec): 3 clusters
  Score: Raw -199279.982472 + Penalty 2529.547805 = -196750.434667
  nChanged 2
		SP:Iteration 40F (8401.090000 sec): 3 clusters
  Score: Raw -199281.107191 + Penalty 2529.547805 = -196751.559386
  nChanged 2
		SP:Iteration 41Q (8401.310000 sec): 3 clusters
  Score: Raw -199283.326406 + Penalty 2529.547805 = -196753.778600
  nChanged 3
		SP:Iteration 42Q (8401.450000 sec): 3 clusters
  Score: Raw -199284.213482 + Penalty 2529.547805 = -196754.665677
  nChanged 3
		SP:Iteration 43Q (8401.600000 sec): 3 clusters
  Score: Raw -199286.837543 + Penalty 2529.547805 = -196757.289737
  nChanged 3
		SP:Iteration 44Q (8401.790000 sec): 3 clusters
  Score: Raw -199288.810157 + Penalty 2529.547805 = -196759.262352
  nChanged 1
		SP:Iteration 45Q (8401.990000 sec): 3 clusters
  Score: Raw -199288.921917 + Penalty 2529.547805 = -196759.374112
  nChanged 1
		SP:Iteration 46Q (8402.150000 sec): 3 clusters
  Score: Raw -199289.127674 + Penalty 2529.547805 = -196759.579869
  nChanged 1
		SP:Iteration 47Q (8402.360000 sec): 3 clusters
  Score: Raw -199289.472924 + Penalty 2529.547805 = -196759.925118
  nChanged 0
		SP:Iteration 48F (8402.510000 sec): 3 clusters
  Score: Raw -199289.472924 + Penalty 2529.547805 = -196759.925118
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 11 (8219 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8402.620000 sec): 2 clusters
  Score: Raw -793299.350771 + Penalty 1464.808122 = -791834.542649
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8402.910000 sec): 3 clusters
  Score: Raw -788738.621128 + Penalty 2929.616243 = -785809.004884
  nChanged 3472
		SP:Iteration 1F (8403.130000 sec): 3 clusters
  Score: Raw -790563.830941 + Penalty 2929.616243 = -787634.214698
  nChanged 509
		SP:Iteration 2F (8403.350000 sec): 3 clusters
  Score: Raw -790765.624239 + Penalty 2929.616243 = -787836.007996
  nChanged 386
		SP:Iteration 3Q (8403.560000 sec): 3 clusters
  Score: Raw -790900.903552 + Penalty 2929.616243 = -787971.287309
  nChanged 292
		SP:Iteration 4Q (8403.760000 sec): 3 clusters
  Score: Raw -791005.334049 + Penalty 2929.616243 = -788075.717806
  nChanged 264
		SP:Iteration 5Q (8403.940000 sec): 3 clusters
  Score: Raw -791100.156624 + Penalty 2929.616243 = -788170.540381
  nChanged 267
		SP:Iteration 6Q (8404.160000 sec): 3 clusters
  Score: Raw -791207.669385 + Penalty 2929.616243 = -788278.053141
  nChanged 294
		SP:Iteration 7Q (8404.370000 sec): 3 clusters
  Score: Raw -791338.389692 + Penalty 2929.616243 = -788408.773448
  nChanged 306
		SP:Iteration 8Q (8404.600000 sec): 3 clusters
  Score: Raw -791482.193015 + Penalty 2929.616243 = -788552.576771
  nChanged 363
		SP:Iteration 9Q (8404.790000 sec): 3 clusters
  Score: Raw -791686.957581 + Penalty 2929.616243 = -788757.341337
  nChanged 398
		SP:Iteration 10Q (8404.970000 sec): 3 clusters
  Score: Raw -791929.595683 + Penalty 2929.616243 = -788999.979439
  nChanged 414
		SP:Iteration 11F (8405.170000 sec): 3 clusters
  Score: Raw -792227.102547 + Penalty 2929.616243 = -789297.486303
  nChanged 477
		SP:Iteration 12F (8405.410000 sec): 3 clusters
  Score: Raw -792620.514631 + Penalty 2929.616243 = -789690.898388
  nChanged 417
		SP:Iteration 13F (8405.600000 sec): 3 clusters
  Score: Raw -792957.036460 + Penalty 2929.616243 = -790027.420216
  nChanged 321
		SP:Iteration 14Q (8405.840000 sec): 3 clusters
  Score: Raw -793202.301140 + Penalty 2929.616243 = -790272.684896
  nChanged 240
		SP:Iteration 15Q (8406.020000 sec): 3 clusters
  Score: Raw -793370.217972 + Penalty 2929.616243 = -790440.601728
  nChanged 156
		SP:Iteration 16Q (8406.240000 sec): 3 clusters
  Score: Raw -793454.350961 + Penalty 2929.616243 = -790524.734718
  nChanged 87
		SP:Iteration 17Q (8406.450000 sec): 3 clusters
  Score: Raw -793496.934148 + Penalty 2929.616243 = -790567.317904
  nChanged 51
		SP:Iteration 18Q (8406.640000 sec): 3 clusters
  Score: Raw -793520.349139 + Penalty 2929.616243 = -790590.732895
  nChanged 40
		SP:Iteration 19Q (8406.910000 sec): 3 clusters
  Score: Raw -793539.573736 + Penalty 2929.616243 = -790609.957492
  nChanged 31
		SP:Iteration 20F (8407.130000 sec): 3 clusters
  Score: Raw -793552.755600 + Penalty 2929.616243 = -790623.139356
  nChanged 23
		SP:Iteration 21Q (8407.310000 sec): 3 clusters
  Score: Raw -793561.683561 + Penalty 2929.616243 = -790632.067318
  nChanged 17
		SP:Iteration 22Q (8407.520000 sec): 3 clusters
  Score: Raw -793569.134757 + Penalty 2929.616243 = -790639.518514
  nChanged 14
		SP:Iteration 23Q (8407.790000 sec): 3 clusters
  Score: Raw -793574.735140 + Penalty 2929.616243 = -790645.118897
  nChanged 13
		SP:Iteration 24Q (8407.980000 sec): 3 clusters
  Score: Raw -793579.721857 + Penalty 2929.616243 = -790650.105614
  nChanged 8
		SP:Iteration 25Q (8408.210000 sec): 3 clusters
  Score: Raw -793582.806217 + Penalty 2929.616243 = -790653.189974
  nChanged 7
		SP:Iteration 26Q (8408.430000 sec): 3 clusters
  Score: Raw -793585.017327 + Penalty 2929.616243 = -790655.401084
  nChanged 4
		SP:Iteration 27Q (8408.670000 sec): 3 clusters
  Score: Raw -793586.523284 + Penalty 2929.616243 = -790656.907041
  nChanged 3
		SP:Iteration 28Q (8408.860000 sec): 3 clusters
  Score: Raw -793588.312285 + Penalty 2929.616243 = -790658.696042
  nChanged 4
		SP:Iteration 29Q (8409.100000 sec): 3 clusters
  Score: Raw -793589.995311 + Penalty 2929.616243 = -790660.379067
  nChanged 4
		SP:Iteration 30Q (8409.340000 sec): 3 clusters
  Score: Raw -793591.920263 + Penalty 2929.616243 = -790662.304020
  nChanged 2
		SP:Iteration 31Q (8409.580000 sec): 3 clusters
  Score: Raw -793592.294185 + Penalty 2929.616243 = -790662.677942
  nChanged 2
		SP:Iteration 32Q (8409.810000 sec): 3 clusters
  Score: Raw -793592.863540 + Penalty 2929.616243 = -790663.247297
  nChanged 0
		SP:Iteration 33F (8410.000000 sec): 3 clusters
  Score: Raw -793592.863540 + Penalty 2929.616243 = -790663.247297
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 12 (21625 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8410.250000 sec): 2 clusters
  Score: Raw -2052246.997781 + Penalty 1622.010866 = -2050624.986915
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8410.580000 sec): 3 clusters
  Score: Raw -2039237.428240 + Penalty 3244.021733 = -2035993.406507
  nChanged 9702
		SP:Iteration 1F (8410.860000 sec): 3 clusters
  Score: Raw -2044449.760730 + Penalty 3244.021733 = -2041205.738997
  nChanged 1047
		SP:Iteration 2Q (8411.170000 sec): 3 clusters
  Score: Raw -2044806.263967 + Penalty 3244.021733 = -2041562.242234
  nChanged 969
		SP:Iteration 3Q (8411.460000 sec): 3 clusters
  Score: Raw -2045150.585510 + Penalty 3244.021733 = -2041906.563777
  nChanged 931
		SP:Iteration 4Q (8411.770000 sec): 3 clusters
  Score: Raw -2045508.199327 + Penalty 3244.021733 = -2042264.177594
  nChanged 930
		SP:Iteration 5Q (8412.110000 sec): 3 clusters
  Score: Raw -2045895.235283 + Penalty 3244.021733 = -2042651.213550
  nChanged 924
		SP:Iteration 6Q (8412.460000 sec): 3 clusters
  Score: Raw -2046299.150861 + Penalty 3244.021733 = -2043055.129128
  nChanged 917
		SP:Iteration 7Q (8412.760000 sec): 3 clusters
  Score: Raw -2046766.831747 + Penalty 3244.021733 = -2043522.810014
  nChanged 1003
		SP:Iteration 8Q (8413.150000 sec): 3 clusters
  Score: Raw -2047382.128200 + Penalty 3244.021733 = -2044138.106467
  nChanged 1001
		SP:Iteration 9Q (8413.480000 sec): 3 clusters
  Score: Raw -2048083.216043 + Penalty 3244.021733 = -2044839.194310
  nChanged 954
		SP:Iteration 10Q (8413.810000 sec): 3 clusters
  Score: Raw -2048693.328243 + Penalty 3244.021733 = -2045449.306510
  nChanged 768
		SP:Iteration 11Q (8414.150000 sec): 3 clusters
  Score: Raw -2049097.571674 + Penalty 3244.021733 = -2045853.549941
  nChanged 591
		SP:Iteration 12Q (8414.460000 sec): 3 clusters
  Score: Raw -2049337.630153 + Penalty 3244.021733 = -2046093.608420
  nChanged 423
		SP:Iteration 13Q (8414.750000 sec): 3 clusters
  Score: Raw -2049506.742276 + Penalty 3244.021733 = -2046262.720543
  nChanged 401
		SP:Iteration 14Q (8415.060000 sec): 3 clusters
  Score: Raw -2049670.552867 + Penalty 3244.021733 = -2046426.531134
  nChanged 406
		SP:Iteration 15Q (8415.380000 sec): 3 clusters
  Score: Raw -2049845.020662 + Penalty 3244.021733 = -2046600.998929
  nChanged 426
		SP:Iteration 16Q (8415.670000 sec): 3 clusters
  Score: Raw -2050029.903423 + Penalty 3244.021733 = -2046785.881690
  nChanged 429
		SP:Iteration 17Q (8415.980000 sec): 3 clusters
  Score: Raw -2050217.482426 + Penalty 3244.021733 = -2046973.460694
  nChanged 395
		SP:Iteration 18Q (8416.280000 sec): 3 clusters
  Score: Raw -2050393.071487 + Penalty 3244.021733 = -2047149.049754
  nChanged 367
		SP:Iteration 19Q (8416.580000 sec): 3 clusters
  Score: Raw -2050562.054907 + Penalty 3244.021733 = -2047318.033174
  nChanged 375
		SP:Iteration 20F (8416.860000 sec): 3 clusters
  Score: Raw -2050742.038378 + Penalty 3244.021733 = -2047498.016645
  nChanged 350
		SP:Iteration 21Q (8417.110000 sec): 3 clusters
  Score: Raw -2050911.720042 + Penalty 3244.021733 = -2047667.698309
  nChanged 337
		SP:Iteration 22Q (8417.410000 sec): 3 clusters
  Score: Raw -2051080.677537 + Penalty 3244.021733 = -2047836.655804
  nChanged 309
		SP:Iteration 23Q (8417.720000 sec): 3 clusters
  Score: Raw -2051231.127183 + Penalty 3244.021733 = -2047987.105451
  nChanged 275
		SP:Iteration 24Q (8417.990000 sec): 3 clusters
  Score: Raw -2051357.320433 + Penalty 3244.021733 = -2048113.298700
  nChanged 256
		SP:Iteration 25Q (8418.340000 sec): 3 clusters
  Score: Raw -2051464.801128 + Penalty 3244.021733 = -2048220.779395
  nChanged 208
		SP:Iteration 26Q (8418.640000 sec): 3 clusters
  Score: Raw -2051547.815378 + Penalty 3244.021733 = -2048303.793645
  nChanged 191
		SP:Iteration 27Q (8419.000000 sec): 3 clusters
  Score: Raw -2051626.924507 + Penalty 3244.021733 = -2048382.902774
  nChanged 171
		SP:Iteration 28Q (8419.320000 sec): 3 clusters
  Score: Raw -2051694.275417 + Penalty 3244.021733 = -2048450.253684
  nChanged 148
		SP:Iteration 29Q (8419.640000 sec): 3 clusters
  Score: Raw -2051759.002826 + Penalty 3244.021733 = -2048514.981093
  nChanged 162
		SP:Iteration 30Q (8419.960000 sec): 3 clusters
  Score: Raw -2051832.342387 + Penalty 3244.021733 = -2048588.320655
  nChanged 156
		SP:Iteration 31Q (8420.320000 sec): 3 clusters
  Score: Raw -2051907.702136 + Penalty 3244.021733 = -2048663.680404
  nChanged 135
		SP:Iteration 32Q (8420.640000 sec): 3 clusters
  Score: Raw -2051972.666226 + Penalty 3244.021733 = -2048728.644494
  nChanged 128
		SP:Iteration 33Q (8420.970000 sec): 3 clusters
  Score: Raw -2052035.467242 + Penalty 3244.021733 = -2048791.445509
  nChanged 106
		SP:Iteration 34Q (8421.260000 sec): 3 clusters
  Score: Raw -2052084.628676 + Penalty 3244.021733 = -2048840.606943
  nChanged 89
		SP:Iteration 35Q (8421.570000 sec): 3 clusters
  Score: Raw -2052122.314353 + Penalty 3244.021733 = -2048878.292621
  nChanged 80
		SP:Iteration 36Q (8421.830000 sec): 3 clusters
  Score: Raw -2052161.963511 + Penalty 3244.021733 = -2048917.941778
  nChanged 79
		SP:Iteration 37Q (8422.110000 sec): 3 clusters
  Score: Raw -2052206.544698 + Penalty 3244.021733 = -2048962.522965
  nChanged 78
		SP:Iteration 38Q (8422.420000 sec): 3 clusters
  Score: Raw -2052248.379911 + Penalty 3244.021733 = -2049004.358179
  nChanged 64
		SP:Iteration 39Q (8422.700000 sec): 3 clusters
  Score: Raw -2052281.514062 + Penalty 3244.021733 = -2049037.492329
  nChanged 43
		SP:Iteration 40F (8423.080000 sec): 3 clusters
  Score: Raw -2052305.209843 + Penalty 3244.021733 = -2049061.188110
  nChanged 42
		SP:Iteration 41Q (8423.320000 sec): 3 clusters
  Score: Raw -2052325.889728 + Penalty 3244.021733 = -2049081.867996
  nChanged 27
		SP:Iteration 42Q (8423.680000 sec): 3 clusters
  Score: Raw -2052338.812700 + Penalty 3244.021733 = -2049094.790967
  nChanged 20
		SP:Iteration 43Q (8423.990000 sec): 3 clusters
  Score: Raw -2052349.553675 + Penalty 3244.021733 = -2049105.531942
  nChanged 20
		SP:Iteration 44Q (8424.310000 sec): 3 clusters
  Score: Raw -2052359.379546 + Penalty 3244.021733 = -2049115.357814
  nChanged 23
		SP:Iteration 45Q (8424.570000 sec): 3 clusters
  Score: Raw -2052370.356383 + Penalty 3244.021733 = -2049126.334650
  nChanged 18
		SP:Iteration 46Q (8424.860000 sec): 3 clusters
  Score: Raw -2052379.208691 + Penalty 3244.021733 = -2049135.186959
  nChanged 16
		SP:Iteration 47Q (8425.170000 sec): 3 clusters
  Score: Raw -2052387.136888 + Penalty 3244.021733 = -2049143.115155
  nChanged 13
		SP:Iteration 48Q (8425.400000 sec): 3 clusters
  Score: Raw -2052393.164482 + Penalty 3244.021733 = -2049149.142749
  nChanged 14
		SP:Iteration 49Q (8425.690000 sec): 3 clusters
  Score: Raw -2052398.903532 + Penalty 3244.021733 = -2049154.881800
  nChanged 13
		SP:Iteration 50Q (8425.990000 sec): 3 clusters
  Score: Raw -2052405.131976 + Penalty 3244.021733 = -2049161.110243
  nChanged 6
		SP:Iteration 51Q (8426.230000 sec): 3 clusters
  Score: Raw -2052408.707301 + Penalty 3244.021733 = -2049164.685568
  nChanged 8
		SP:Iteration 52Q (8426.460000 sec): 3 clusters
  Score: Raw -2052413.523255 + Penalty 3244.021733 = -2049169.501523
  nChanged 9
		SP:Iteration 53Q (8426.760000 sec): 3 clusters
  Score: Raw -2052417.381176 + Penalty 3244.021733 = -2049173.359443
  nChanged 6
		SP:Iteration 54Q (8427.010000 sec): 3 clusters
  Score: Raw -2052419.729886 + Penalty 3244.021733 = -2049175.708153
  nChanged 5
		SP:Iteration 55Q (8427.300000 sec): 3 clusters
  Score: Raw -2052422.355100 + Penalty 3244.021733 = -2049178.333367
  nChanged 5
		SP:Iteration 56Q (8427.590000 sec): 3 clusters
  Score: Raw -2052424.328247 + Penalty 3244.021733 = -2049180.306514
  nChanged 4
		SP:Iteration 57Q (8427.860000 sec): 3 clusters
  Score: Raw -2052426.357719 + Penalty 3244.021733 = -2049182.335986
  nChanged 5
		SP:Iteration 58Q (8428.140000 sec): 3 clusters
  Score: Raw -2052429.767581 + Penalty 3244.021733 = -2049185.745848
  nChanged 10
		SP:Iteration 59Q (8428.410000 sec): 3 clusters
  Score: Raw -2052436.303543 + Penalty 3244.021733 = -2049192.281811
  nChanged 3
		SP:Iteration 60F (8428.710000 sec): 3 clusters
  Score: Raw -2052437.780357 + Penalty 3244.021733 = -2049193.758624
  nChanged 3
		SP:Iteration 61Q (8429.020000 sec): 3 clusters
  Score: Raw -2052438.745950 + Penalty 3244.021733 = -2049194.724217
  nChanged 0
		SP:Iteration 62F (8429.290000 sec): 3 clusters
  Score: Raw -2052438.745950 + Penalty 3244.021733 = -2049194.724217
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 13 (1545 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8429.410000 sec): 2 clusters
  Score: Raw -117479.628475 + Penalty 1193.201618 = -116286.426856
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8429.580000 sec): 3 clusters
  Score: Raw -116885.012850 + Penalty 2386.403237 = -114498.609614
  nChanged 509
		SP:Iteration 1F (8429.780000 sec): 3 clusters
  Score: Raw -117364.195301 + Penalty 2386.403237 = -114977.792065
  nChanged 178
		SP:Iteration 2F (8429.900000 sec): 3 clusters
  Score: Raw -117614.640741 + Penalty 2386.403237 = -115228.237505
  nChanged 114
		SP:Iteration 3F (8430.030000 sec): 3 clusters
  Score: Raw -117785.972617 + Penalty 2386.403237 = -115399.569381
  nChanged 79
		SP:Iteration 4F (8430.220000 sec): 3 clusters
  Score: Raw -117933.255970 + Penalty 2386.403237 = -115546.852733
  nChanged 73
		SP:Iteration 5Q (8430.410000 sec): 3 clusters
  Score: Raw -118067.218365 + Penalty 2386.403237 = -115680.815128
  nChanged 70
		SP:Iteration 6Q (8430.640000 sec): 3 clusters
  Score: Raw -118154.381813 + Penalty 2386.403237 = -115767.978577
  nChanged 49
		SP:Iteration 7Q (8430.860000 sec): 3 clusters
  Score: Raw -118206.642063 + Penalty 2386.403237 = -115820.238826
  nChanged 34
		SP:Iteration 8Q (8431.080000 sec): 3 clusters
  Score: Raw -118247.444289 + Penalty 2386.403237 = -115861.041053
  nChanged 21
		SP:Iteration 9Q (8431.250000 sec): 3 clusters
  Score: Raw -118275.760007 + Penalty 2386.403237 = -115889.356770
  nChanged 25
		SP:Iteration 10Q (8431.420000 sec): 3 clusters
  Score: Raw -118299.757001 + Penalty 2386.403237 = -115913.353764
  nChanged 21
		SP:Iteration 11Q (8431.590000 sec): 3 clusters
  Score: Raw -118319.965194 + Penalty 2386.403237 = -115933.561958
  nChanged 18
		SP:Iteration 12Q (8431.710000 sec): 3 clusters
  Score: Raw -118339.481592 + Penalty 2386.403237 = -115953.078356
  nChanged 23
		SP:Iteration 13Q (8431.870000 sec): 3 clusters
  Score: Raw -118360.766554 + Penalty 2386.403237 = -115974.363318
  nChanged 15
		SP:Iteration 14Q (8432.010000 sec): 3 clusters
  Score: Raw -118372.593201 + Penalty 2386.403237 = -115986.189964
  nChanged 15
		SP:Iteration 15Q (8432.200000 sec): 3 clusters
  Score: Raw -118389.276295 + Penalty 2386.403237 = -116002.873058
  nChanged 10
		SP:Iteration 16Q (8432.430000 sec): 3 clusters
  Score: Raw -118397.024967 + Penalty 2386.403237 = -116010.621730
  nChanged 5
		SP:Iteration 17Q (8432.610000 sec): 3 clusters
  Score: Raw -118400.574734 + Penalty 2386.403237 = -116014.171497
  nChanged 7
		SP:Iteration 18Q (8432.750000 sec): 3 clusters
  Score: Raw -118406.066143 + Penalty 2386.403237 = -116019.662906
  nChanged 4
		SP:Iteration 19Q (8432.950000 sec): 3 clusters
  Score: Raw -118407.825783 + Penalty 2386.403237 = -116021.422547
  nChanged 1
		SP:Iteration 20F (8433.140000 sec): 3 clusters
  Score: Raw -118409.307725 + Penalty 2386.403237 = -116022.904489
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 14 (20749 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8433.370000 sec): 2 clusters
  Score: Raw -1878362.834423 + Penalty 1615.291166 = -1876747.543257
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8433.610000 sec): 3 clusters
  Score: Raw -1865875.016929 + Penalty 3230.582333 = -1862644.434596
  nChanged 9413
		SP:Iteration 1F (8433.940000 sec): 3 clusters
  Score: Raw -1871198.411230 + Penalty 3230.582333 = -1867967.828898
  nChanged 1229
		SP:Iteration 2F (8434.260000 sec): 3 clusters
  Score: Raw -1871763.549204 + Penalty 3230.582333 = -1868532.966871
  nChanged 1297
		SP:Iteration 3F (8434.500000 sec): 3 clusters
  Score: Raw -1872468.124815 + Penalty 3230.582333 = -1869237.542482
  nChanged 1395
		SP:Iteration 4F (8434.770000 sec): 3 clusters
  Score: Raw -1873369.824438 + Penalty 3230.582333 = -1870139.242105
  nChanged 1467
		SP:Iteration 5F (8435.080000 sec): 3 clusters
  Score: Raw -1874442.337418 + Penalty 3230.582333 = -1871211.755086
  nChanged 1382
		SP:Iteration 6F (8435.440000 sec): 3 clusters
  Score: Raw -1875577.832913 + Penalty 3230.582333 = -1872347.250580
  nChanged 1200
		SP:Iteration 7F (8435.810000 sec): 3 clusters
  Score: Raw -1876659.531055 + Penalty 3230.582333 = -1873428.948722
  nChanged 885
		SP:Iteration 8Q (8436.130000 sec): 3 clusters
  Score: Raw -1877481.796067 + Penalty 3230.582333 = -1874251.213734
  nChanged 564
		SP:Iteration 9Q (8436.440000 sec): 3 clusters
  Score: Raw -1877981.523548 + Penalty 3230.582333 = -1874750.941216
  nChanged 301
		SP:Iteration 10Q (8436.790000 sec): 3 clusters
  Score: Raw -1878228.606700 + Penalty 3230.582333 = -1874998.024368
  nChanged 146
		SP:Iteration 11Q (8437.100000 sec): 3 clusters
  Score: Raw -1878352.263820 + Penalty 3230.582333 = -1875121.681487
  nChanged 95
		SP:Iteration 12Q (8437.370000 sec): 3 clusters
  Score: Raw -1878442.743031 + Penalty 3230.582333 = -1875212.160699
  nChanged 52
		SP:Iteration 13Q (8437.660000 sec): 3 clusters
  Score: Raw -1878499.542996 + Penalty 3230.582333 = -1875268.960663
  nChanged 37
		SP:Iteration 14Q (8437.920000 sec): 3 clusters
  Score: Raw -1878534.537250 + Penalty 3230.582333 = -1875303.954917
  nChanged 30
		SP:Iteration 15Q (8438.210000 sec): 3 clusters
  Score: Raw -1878561.466771 + Penalty 3230.582333 = -1875330.884438
  nChanged 22
		SP:Iteration 16Q (8438.570000 sec): 3 clusters
  Score: Raw -1878581.489962 + Penalty 3230.582333 = -1875350.907630
  nChanged 15
		SP:Iteration 17Q (8438.900000 sec): 3 clusters
  Score: Raw -1878594.074753 + Penalty 3230.582333 = -1875363.492420
  nChanged 10
		SP:Iteration 18Q (8439.210000 sec): 3 clusters
  Score: Raw -1878604.100206 + Penalty 3230.582333 = -1875373.517873
  nChanged 8
		SP:Iteration 19Q (8439.460000 sec): 3 clusters
  Score: Raw -1878613.018926 + Penalty 3230.582333 = -1875382.436593
  nChanged 7
		SP:Iteration 20F (8439.750000 sec): 3 clusters
  Score: Raw -1878619.779660 + Penalty 3230.582333 = -1875389.197327
  nChanged 6
		SP:Iteration 21Q (8440.100000 sec): 3 clusters
  Score: Raw -1878625.626558 + Penalty 3230.582333 = -1875395.044225
  nChanged 8
		SP:Iteration 22Q (8440.440000 sec): 3 clusters
  Score: Raw -1878633.063508 + Penalty 3230.582333 = -1875402.481175
  nChanged 3
		SP:Iteration 23Q (8440.720000 sec): 3 clusters
  Score: Raw -1878635.095917 + Penalty 3230.582333 = -1875404.513584
  nChanged 1
		SP:Iteration 24Q (8441.040000 sec): 3 clusters
  Score: Raw -1878636.016917 + Penalty 3230.582333 = -1875405.434584
  nChanged 1
		SP:Iteration 25Q (8441.310000 sec): 3 clusters
  Score: Raw -1878637.645977 + Penalty 3230.582333 = -1875407.063644
  nChanged 3
		SP:Iteration 26Q (8441.610000 sec): 3 clusters
  Score: Raw -1878640.472587 + Penalty 3230.582333 = -1875409.890254
  nChanged 2
		SP:Iteration 27Q (8441.900000 sec): 3 clusters
  Score: Raw -1878641.851042 + Penalty 3230.582333 = -1875411.268709
  nChanged 1
		SP:Iteration 28Q (8442.200000 sec): 3 clusters
  Score: Raw -1878642.315411 + Penalty 3230.582333 = -1875411.733078
  nChanged 0
		SP:Iteration 29F (8442.470000 sec): 3 clusters
  Score: Raw -1878642.315411 + Penalty 3230.582333 = -1875411.733078
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 15 (17647 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8442.680000 sec): 2 clusters
  Score: Raw -1438348.547082 + Penalty 1588.977175 = -1436759.569907
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8443.000000 sec): 3 clusters
  Score: Raw -1427893.726409 + Penalty 3177.954350 = -1424715.772059
  nChanged 8043
		SP:Iteration 1F (8443.220000 sec): 3 clusters
  Score: Raw -1433053.390873 + Penalty 3177.954350 = -1429875.436523
  nChanged 1490
		SP:Iteration 2F (8443.500000 sec): 3 clusters
  Score: Raw -1434117.328629 + Penalty 3177.954350 = -1430939.374279
  nChanged 1426
		SP:Iteration 3F (8443.810000 sec): 3 clusters
  Score: Raw -1435119.104876 + Penalty 3177.954350 = -1431941.150526
  nChanged 1241
		SP:Iteration 4F (8444.120000 sec): 3 clusters
  Score: Raw -1435868.672751 + Penalty 3177.954350 = -1432690.718401
  nChanged 971
		SP:Iteration 5F (8444.400000 sec): 3 clusters
  Score: Raw -1436379.870649 + Penalty 3177.954350 = -1433201.916299
  nChanged 725
		SP:Iteration 6Q (8444.660000 sec): 3 clusters
  Score: Raw -1436716.793223 + Penalty 3177.954350 = -1433538.838873
  nChanged 592
		SP:Iteration 7Q (8445.000000 sec): 3 clusters
  Score: Raw -1436957.553573 + Penalty 3177.954350 = -1433779.599223
  nChanged 462
		SP:Iteration 8Q (8445.270000 sec): 3 clusters
  Score: Raw -1437117.801573 + Penalty 3177.954350 = -1433939.847223
  nChanged 373
		SP:Iteration 9Q (8445.570000 sec): 3 clusters
  Score: Raw -1437225.056123 + Penalty 3177.954350 = -1434047.101773
  nChanged 308
		SP:Iteration 10Q (8445.790000 sec): 3 clusters
  Score: Raw -1437305.308925 + Penalty 3177.954350 = -1434127.354575
  nChanged 270
		SP:Iteration 11Q (8446.060000 sec): 3 clusters
  Score: Raw -1437373.432777 + Penalty 3177.954350 = -1434195.478427
  nChanged 217
		SP:Iteration 12Q (8446.310000 sec): 3 clusters
  Score: Raw -1437420.265466 + Penalty 3177.954350 = -1434242.311117
  nChanged 178
		SP:Iteration 13Q (8446.600000 sec): 3 clusters
  Score: Raw -1437460.050699 + Penalty 3177.954350 = -1434282.096350
  nChanged 171
		SP:Iteration 14Q (8446.860000 sec): 3 clusters
  Score: Raw -1437498.526742 + Penalty 3177.954350 = -1434320.572392
  nChanged 166
		SP:Iteration 15Q (8447.100000 sec): 3 clusters
  Score: Raw -1437544.756093 + Penalty 3177.954350 = -1434366.801743
  nChanged 178
		SP:Iteration 16Q (8447.440000 sec): 3 clusters
  Score: Raw -1437587.111007 + Penalty 3177.954350 = -1434409.156658
  nChanged 139
		SP:Iteration 17Q (8447.780000 sec): 3 clusters
  Score: Raw -1437621.891848 + Penalty 3177.954350 = -1434443.937499
  nChanged 152
		SP:Iteration 18Q (8448.120000 sec): 3 clusters
  Score: Raw -1437661.203701 + Penalty 3177.954350 = -1434483.249351
  nChanged 168
		SP:Iteration 19Q (8448.400000 sec): 3 clusters
  Score: Raw -1437719.870408 + Penalty 3177.954350 = -1434541.916058
  nChanged 190
		SP:Iteration 20F (8448.700000 sec): 3 clusters
  Score: Raw -1437789.915154 + Penalty 3177.954350 = -1434611.960805
  nChanged 194
		SP:Iteration 21Q (8449.030000 sec): 3 clusters
  Score: Raw -1437852.643402 + Penalty 3177.954350 = -1434674.689052
  nChanged 174
		SP:Iteration 22Q (8449.340000 sec): 3 clusters
  Score: Raw -1437903.500163 + Penalty 3177.954350 = -1434725.545814
  nChanged 173
		SP:Iteration 23Q (8449.650000 sec): 3 clusters
  Score: Raw -1437943.156720 + Penalty 3177.954350 = -1434765.202370
  nChanged 156
		SP:Iteration 24Q (8450.000000 sec): 3 clusters
  Score: Raw -1437975.807389 + Penalty 3177.954350 = -1434797.853039
  nChanged 136
		SP:Iteration 25Q (8450.290000 sec): 3 clusters
  Score: Raw -1438001.421361 + Penalty 3177.954350 = -1434823.467011
  nChanged 113
		SP:Iteration 26Q (8450.590000 sec): 3 clusters
  Score: Raw -1438021.659616 + Penalty 3177.954350 = -1434843.705266
  nChanged 108
		SP:Iteration 27Q (8450.950000 sec): 3 clusters
  Score: Raw -1438035.561391 + Penalty 3177.954350 = -1434857.607041
  nChanged 78
		SP:Iteration 28Q (8451.220000 sec): 3 clusters
  Score: Raw -1438046.728808 + Penalty 3177.954350 = -1434868.774459
  nChanged 81
		SP:Iteration 29Q (8451.500000 sec): 3 clusters
  Score: Raw -1438057.171771 + Penalty 3177.954350 = -1434879.217421
  nChanged 70
		SP:Iteration 30Q (8451.810000 sec): 3 clusters
  Score: Raw -1438069.576087 + Penalty 3177.954350 = -1434891.621737
  nChanged 72
		SP:Iteration 31Q (8452.090000 sec): 3 clusters
  Score: Raw -1438079.874055 + Penalty 3177.954350 = -1434901.919705
  nChanged 72
		SP:Iteration 32Q (8452.360000 sec): 3 clusters
  Score: Raw -1438088.335906 + Penalty 3177.954350 = -1434910.381557
  nChanged 50
		SP:Iteration 33Q (8452.680000 sec): 3 clusters
  Score: Raw -1438094.079910 + Penalty 3177.954350 = -1434916.125560
  nChanged 42
		SP:Iteration 34Q (8452.920000 sec): 3 clusters
  Score: Raw -1438097.692915 + Penalty 3177.954350 = -1434919.738566
  nChanged 31
		SP:Iteration 35Q (8453.190000 sec): 3 clusters
  Score: Raw -1438100.277646 + Penalty 3177.954350 = -1434922.323296
  nChanged 28
		SP:Iteration 36Q (8453.420000 sec): 3 clusters
  Score: Raw -1438102.453038 + Penalty 3177.954350 = -1434924.498688
  nChanged 25
		SP:Iteration 37Q (8453.760000 sec): 3 clusters
  Score: Raw -1438104.253820 + Penalty 3177.954350 = -1434926.299470
  nChanged 12
		SP:Iteration 38Q (8454.030000 sec): 3 clusters
  Score: Raw -1438105.121500 + Penalty 3177.954350 = -1434927.167150
  nChanged 9
		SP:Iteration 39Q (8454.310000 sec): 3 clusters
  Score: Raw -1438105.788367 + Penalty 3177.954350 = -1434927.834017
  nChanged 10
		SP:Iteration 40F (8454.600000 sec): 3 clusters
  Score: Raw -1438106.784215 + Penalty 3177.954350 = -1434928.829865
  nChanged 15
		SP:Iteration 41Q (8454.810000 sec): 3 clusters
  Score: Raw -1438108.603482 + Penalty 3177.954350 = -1434930.649132
  nChanged 18
		SP:Iteration 42Q (8455.180000 sec): 3 clusters
  Score: Raw -1438110.300063 + Penalty 3177.954350 = -1434932.345713
  nChanged 20
		SP:Iteration 43Q (8455.450000 sec): 3 clusters
  Score: Raw -1438112.154272 + Penalty 3177.954350 = -1434934.199923
  nChanged 23
		SP:Iteration 44Q (8455.750000 sec): 3 clusters
  Score: Raw -1438113.917593 + Penalty 3177.954350 = -1434935.963243
  nChanged 18
		SP:Iteration 45Q (8456.040000 sec): 3 clusters
  Score: Raw -1438115.142562 + Penalty 3177.954350 = -1434937.188212
  nChanged 15
		SP:Iteration 46Q (8456.300000 sec): 3 clusters
  Score: Raw -1438116.269482 + Penalty 3177.954350 = -1434938.315132
  nChanged 12
		SP:Iteration 47Q (8456.560000 sec): 3 clusters
  Score: Raw -1438117.061873 + Penalty 3177.954350 = -1434939.107523
  nChanged 14
		SP:Iteration 48Q (8456.840000 sec): 3 clusters
  Score: Raw -1438118.045692 + Penalty 3177.954350 = -1434940.091342
  nChanged 9
		SP:Iteration 49Q (8457.140000 sec): 3 clusters
  Score: Raw -1438118.491916 + Penalty 3177.954350 = -1434940.537566
  nChanged 8
		SP:Iteration 50Q (8457.440000 sec): 3 clusters
  Score: Raw -1438118.959460 + Penalty 3177.954350 = -1434941.005111
  nChanged 12
		SP:Iteration 51Q (8457.780000 sec): 3 clusters
  Score: Raw -1438119.667286 + Penalty 3177.954350 = -1434941.712937
  nChanged 10
		SP:Iteration 52Q (8458.010000 sec): 3 clusters
  Score: Raw -1438120.292258 + Penalty 3177.954350 = -1434942.337908
  nChanged 4
		SP:Iteration 53Q (8458.320000 sec): 3 clusters
  Score: Raw -1438120.529004 + Penalty 3177.954350 = -1434942.574654
  nChanged 5
		SP:Iteration 54Q (8458.570000 sec): 3 clusters
  Score: Raw -1438120.717896 + Penalty 3177.954350 = -1434942.763546
  nChanged 2
		SP:Iteration 55Q (8458.810000 sec): 3 clusters
  Score: Raw -1438120.843534 + Penalty 3177.954350 = -1434942.889184
  nChanged 0
		SP:Iteration 56F (8459.080000 sec): 3 clusters
  Score: Raw -1438120.843534 + Penalty 3177.954350 = -1434942.889184
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 16 (4463 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8459.180000 sec): 2 clusters
  Score: Raw -366403.083572 + Penalty 1365.581176 = -365037.502396
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8459.320000 sec): 3 clusters
  Score: Raw -364086.681767 + Penalty 2731.162351 = -361355.519416
  nChanged 1826
		SP:Iteration 1F (8459.510000 sec): 3 clusters
  Score: Raw -365257.549037 + Penalty 2731.162351 = -362526.386686
  nChanged 418
		SP:Iteration 2F (8459.660000 sec): 3 clusters
  Score: Raw -365603.099099 + Penalty 2731.162351 = -362871.936748
  nChanged 334
		SP:Iteration 3F (8459.820000 sec): 3 clusters
  Score: Raw -365897.540260 + Penalty 2731.162351 = -363166.377909
  nChanged 280
		SP:Iteration 4F (8460.010000 sec): 3 clusters
  Score: Raw -366124.031836 + Penalty 2731.162351 = -363392.869485
  nChanged 227
		SP:Iteration 5F (8460.170000 sec): 3 clusters
  Score: Raw -366278.758431 + Penalty 2731.162351 = -363547.596080
  nChanged 154
		SP:Iteration 6Q (8460.290000 sec): 3 clusters
  Score: Raw -366376.671320 + Penalty 2731.162351 = -363645.508969
  nChanged 125
		SP:Iteration 7Q (8460.430000 sec): 3 clusters
  Score: Raw -366443.473992 + Penalty 2731.162351 = -363712.311641
  nChanged 99
		SP:Iteration 8Q (8460.570000 sec): 3 clusters
  Score: Raw -366491.370985 + Penalty 2731.162351 = -363760.208634
  nChanged 78
		SP:Iteration 9Q (8460.720000 sec): 3 clusters
  Score: Raw -366529.957658 + Penalty 2731.162351 = -363798.795307
  nChanged 82
		SP:Iteration 10Q (8460.860000 sec): 3 clusters
  Score: Raw -366568.667749 + Penalty 2731.162351 = -363837.505398
  nChanged 75
		SP:Iteration 11Q (8461.000000 sec): 3 clusters
  Score: Raw -366609.060593 + Penalty 2731.162351 = -363877.898242
  nChanged 71
		SP:Iteration 12Q (8461.150000 sec): 3 clusters
  Score: Raw -366648.237201 + Penalty 2731.162351 = -363917.074850
  nChanged 70
		SP:Iteration 13Q (8461.290000 sec): 3 clusters
  Score: Raw -366679.779143 + Penalty 2731.162351 = -363948.616792
  nChanged 62
		SP:Iteration 14Q (8461.490000 sec): 3 clusters
  Score: Raw -366712.626805 + Penalty 2731.162351 = -363981.464454
  nChanged 69
		SP:Iteration 15Q (8461.700000 sec): 3 clusters
  Score: Raw -366748.306200 + Penalty 2731.162351 = -364017.143849
  nChanged 64
		SP:Iteration 16Q (8461.940000 sec): 3 clusters
  Score: Raw -366782.257284 + Penalty 2731.162351 = -364051.094933
  nChanged 70
		SP:Iteration 17Q (8462.130000 sec): 3 clusters
  Score: Raw -366818.775985 + Penalty 2731.162351 = -364087.613634
  nChanged 56
		SP:Iteration 18Q (8462.310000 sec): 3 clusters
  Score: Raw -366845.302053 + Penalty 2731.162351 = -364114.139702
  nChanged 61
		SP:Iteration 19Q (8462.540000 sec): 3 clusters
  Score: Raw -366869.473905 + Penalty 2731.162351 = -364138.311554
  nChanged 52
		SP:Iteration 20F (8462.730000 sec): 3 clusters
  Score: Raw -366898.451985 + Penalty 2731.162351 = -364167.289634
  nChanged 50
		SP:Iteration 21Q (8462.920000 sec): 3 clusters
  Score: Raw -366919.886797 + Penalty 2731.162351 = -364188.724446
  nChanged 33
		SP:Iteration 22Q (8463.140000 sec): 3 clusters
  Score: Raw -366935.305966 + Penalty 2731.162351 = -364204.143615
  nChanged 39
		SP:Iteration 23Q (8463.350000 sec): 3 clusters
  Score: Raw -366951.782642 + Penalty 2731.162351 = -364220.620291
  nChanged 47
		SP:Iteration 24Q (8463.540000 sec): 3 clusters
  Score: Raw -366966.712956 + Penalty 2731.162351 = -364235.550605
  nChanged 35
		SP:Iteration 25Q (8463.710000 sec): 3 clusters
  Score: Raw -366976.985876 + Penalty 2731.162351 = -364245.823525
  nChanged 34
		SP:Iteration 26Q (8463.880000 sec): 3 clusters
  Score: Raw -366986.611375 + Penalty 2731.162351 = -364255.449024
  nChanged 22
		SP:Iteration 27Q (8464.080000 sec): 3 clusters
  Score: Raw -366993.537685 + Penalty 2731.162351 = -364262.375334
  nChanged 27
		SP:Iteration 28Q (8464.310000 sec): 3 clusters
  Score: Raw -367002.754040 + Penalty 2731.162351 = -364271.591689
  nChanged 23
		SP:Iteration 29Q (8464.500000 sec): 3 clusters
  Score: Raw -367011.518079 + Penalty 2731.162351 = -364280.355728
  nChanged 24
		SP:Iteration 30Q (8464.700000 sec): 3 clusters
  Score: Raw -367019.731480 + Penalty 2731.162351 = -364288.569129
  nChanged 19
		SP:Iteration 31Q (8464.980000 sec): 3 clusters
  Score: Raw -367024.124124 + Penalty 2731.162351 = -364292.961773
  nChanged 14
		SP:Iteration 32Q (8465.190000 sec): 3 clusters
  Score: Raw -367027.230065 + Penalty 2731.162351 = -364296.067714
  nChanged 6
		SP:Iteration 33Q (8465.360000 sec): 3 clusters
  Score: Raw -367029.668838 + Penalty 2731.162351 = -364298.506487
  nChanged 7
		SP:Iteration 34Q (8465.540000 sec): 3 clusters
  Score: Raw -367033.002280 + Penalty 2731.162351 = -364301.839929
  nChanged 12
		SP:Iteration 35Q (8465.720000 sec): 3 clusters
  Score: Raw -367037.973370 + Penalty 2731.162351 = -364306.811019
  nChanged 17
		SP:Iteration 36Q (8465.910000 sec): 3 clusters
  Score: Raw -367046.812076 + Penalty 2731.162351 = -364315.649725
  nChanged 21
		SP:Iteration 37Q (8466.080000 sec): 3 clusters
  Score: Raw -367053.283761 + Penalty 2731.162351 = -364322.121410
  nChanged 15
		SP:Iteration 38Q (8466.270000 sec): 3 clusters
  Score: Raw -367058.391558 + Penalty 2731.162351 = -364327.229207
  nChanged 14
		SP:Iteration 39Q (8466.470000 sec): 3 clusters
  Score: Raw -367062.915308 + Penalty 2731.162351 = -364331.752957
  nChanged 16
		SP:Iteration 40F (8466.630000 sec): 3 clusters
  Score: Raw -367067.417473 + Penalty 2731.162351 = -364336.255122
  nChanged 13
		SP:Iteration 41Q (8466.830000 sec): 3 clusters
  Score: Raw -367070.036117 + Penalty 2731.162351 = -364338.873766
  nChanged 6
		SP:Iteration 42Q (8467.070000 sec): 3 clusters
  Score: Raw -367070.995865 + Penalty 2731.162351 = -364339.833514
  nChanged 3
		SP:Iteration 43Q (8467.320000 sec): 3 clusters
  Score: Raw -367071.372528 + Penalty 2731.162351 = -364340.210177
  nChanged 4
		SP:Iteration 44Q (8467.550000 sec): 3 clusters
  Score: Raw -367073.258878 + Penalty 2731.162351 = -364342.096527
  nChanged 3
		SP:Iteration 45Q (8467.700000 sec): 3 clusters
  Score: Raw -367073.686063 + Penalty 2731.162351 = -364342.523712
  nChanged 1
		SP:Iteration 46Q (8467.920000 sec): 3 clusters
  Score: Raw -367073.750555 + Penalty 2731.162351 = -364342.588204
  nChanged 1
		SP:Iteration 47Q (8468.130000 sec): 3 clusters
  Score: Raw -367073.949001 + Penalty 2731.162351 = -364342.786650
  nChanged 1
		SP:Iteration 48Q (8468.360000 sec): 3 clusters
  Score: Raw -367074.301334 + Penalty 2731.162351 = -364343.138983
  nChanged 1
		SP:Iteration 49Q (8468.570000 sec): 3 clusters
  Score: Raw -367074.564336 + Penalty 2731.162351 = -364343.401985
  nChanged 0
		SP:Iteration 50F (8468.720000 sec): 3 clusters
  Score: Raw -367074.564336 + Penalty 2731.162351 = -364343.401985
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 17 (3960 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8468.820000 sec): 2 clusters
  Score: Raw -353330.557072 + Penalty 1346.149887 = -351984.407185
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8469.030000 sec): 3 clusters
  Score: Raw -351306.226016 + Penalty 2692.299774 = -348613.926242
  nChanged 1563
		SP:Iteration 1F (8469.260000 sec): 3 clusters
  Score: Raw -352304.762115 + Penalty 2692.299774 = -349612.462341
  nChanged 334
		SP:Iteration 2F (8469.480000 sec): 3 clusters
  Score: Raw -352586.359912 + Penalty 2692.299774 = -349894.060139
  nChanged 279
		SP:Iteration 3F (8469.670000 sec): 3 clusters
  Score: Raw -352859.295180 + Penalty 2692.299774 = -350166.995406
  nChanged 294
		SP:Iteration 4F (8469.850000 sec): 3 clusters
  Score: Raw -353176.214066 + Penalty 2692.299774 = -350483.914292
  nChanged 317
		SP:Iteration 5F (8470.060000 sec): 3 clusters
  Score: Raw -353504.694963 + Penalty 2692.299774 = -350812.395189
  nChanged 253
		SP:Iteration 6F (8470.270000 sec): 3 clusters
  Score: Raw -353739.179912 + Penalty 2692.299774 = -351046.880138
  nChanged 182
		SP:Iteration 7Q (8470.460000 sec): 3 clusters
  Score: Raw -353869.186001 + Penalty 2692.299774 = -351176.886227
  nChanged 142
		SP:Iteration 8Q (8470.690000 sec): 3 clusters
  Score: Raw -353966.971634 + Penalty 2692.299774 = -351274.671860
  nChanged 106
		SP:Iteration 9Q (8470.900000 sec): 3 clusters
  Score: Raw -354039.288523 + Penalty 2692.299774 = -351346.988749
  nChanged 78
		SP:Iteration 10Q (8471.110000 sec): 3 clusters
  Score: Raw -354083.008163 + Penalty 2692.299774 = -351390.708389
  nChanged 48
		SP:Iteration 11Q (8471.340000 sec): 3 clusters
  Score: Raw -354104.472731 + Penalty 2692.299774 = -351412.172957
  nChanged 24
		SP:Iteration 12Q (8471.480000 sec): 3 clusters
  Score: Raw -354113.838298 + Penalty 2692.299774 = -351421.538524
  nChanged 17
		SP:Iteration 13Q (8471.680000 sec): 3 clusters
  Score: Raw -354119.818307 + Penalty 2692.299774 = -351427.518533
  nChanged 17
		SP:Iteration 14Q (8471.870000 sec): 3 clusters
  Score: Raw -354125.607297 + Penalty 2692.299774 = -351433.307523
  nChanged 14
		SP:Iteration 15Q (8472.060000 sec): 3 clusters
  Score: Raw -354130.118890 + Penalty 2692.299774 = -351437.819116
  nChanged 11
		SP:Iteration 16Q (8472.300000 sec): 3 clusters
  Score: Raw -354135.314719 + Penalty 2692.299774 = -351443.014945
  nChanged 11
		SP:Iteration 17Q (8472.580000 sec): 3 clusters
  Score: Raw -354138.759778 + Penalty 2692.299774 = -351446.460004
  nChanged 7
		SP:Iteration 18Q (8472.780000 sec): 3 clusters
  Score: Raw -354141.610565 + Penalty 2692.299774 = -351449.310791
  nChanged 8
		SP:Iteration 19Q (8472.960000 sec): 3 clusters
  Score: Raw -354143.074024 + Penalty 2692.299774 = -351450.774250
  nChanged 2
		SP:Iteration 20F (8473.130000 sec): 3 clusters
  Score: Raw -354143.829170 + Penalty 2692.299774 = -351451.529396
  nChanged 3
		SP:Iteration 21Q (8473.300000 sec): 3 clusters
  Score: Raw -354144.435089 + Penalty 2692.299774 = -351452.135315
  nChanged 1
		SP:Iteration 22Q (8473.480000 sec): 3 clusters
  Score: Raw -354144.638328 + Penalty 2692.299774 = -351452.338554
  nChanged 0
		SP:Iteration 23F (8473.680000 sec): 3 clusters
  Score: Raw -354144.638328 + Penalty 2692.299774 = -351452.338554
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 18 (3526 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8473.780000 sec): 2 clusters
  Score: Raw -283317.973155 + Penalty 1327.286896 = -281990.686259
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8474.000000 sec): 3 clusters
  Score: Raw -281615.451315 + Penalty 2654.573793 = -278960.877522
  nChanged 1355
		SP:Iteration 1F (8474.170000 sec): 3 clusters
  Score: Raw -282519.489983 + Penalty 2654.573793 = -279864.916190
  nChanged 318
		SP:Iteration 2F (8474.380000 sec): 3 clusters
  Score: Raw -282751.152046 + Penalty 2654.573793 = -280096.578253
  nChanged 220
		SP:Iteration 3F (8474.580000 sec): 3 clusters
  Score: Raw -282914.603859 + Penalty 2654.573793 = -280260.030066
  nChanged 187
		SP:Iteration 4F (8474.810000 sec): 3 clusters
  Score: Raw -283060.000556 + Penalty 2654.573793 = -280405.426763
  nChanged 163
		SP:Iteration 5Q (8474.960000 sec): 3 clusters
  Score: Raw -283186.605060 + Penalty 2654.573793 = -280532.031267
  nChanged 139
		SP:Iteration 6Q (8475.160000 sec): 3 clusters
  Score: Raw -283283.868073 + Penalty 2654.573793 = -280629.294280
  nChanged 118
		SP:Iteration 7Q (8475.340000 sec): 3 clusters
  Score: Raw -283359.536586 + Penalty 2654.573793 = -280704.962793
  nChanged 107
		SP:Iteration 8Q (8475.500000 sec): 3 clusters
  Score: Raw -283415.610564 + Penalty 2654.573793 = -280761.036771
  nChanged 69
		SP:Iteration 9Q (8475.670000 sec): 3 clusters
  Score: Raw -283448.381134 + Penalty 2654.573793 = -280793.807341
  nChanged 50
		SP:Iteration 10Q (8475.810000 sec): 3 clusters
  Score: Raw -283471.909850 + Penalty 2654.573793 = -280817.336057
  nChanged 42
		SP:Iteration 11Q (8475.990000 sec): 3 clusters
  Score: Raw -283488.256228 + Penalty 2654.573793 = -280833.682435
  nChanged 35
		SP:Iteration 12Q (8476.180000 sec): 3 clusters
  Score: Raw -283503.971011 + Penalty 2654.573793 = -280849.397218
  nChanged 32
		SP:Iteration 13Q (8476.320000 sec): 3 clusters
  Score: Raw -283520.398344 + Penalty 2654.573793 = -280865.824551
  nChanged 35
		SP:Iteration 14Q (8476.500000 sec): 3 clusters
  Score: Raw -283535.555102 + Penalty 2654.573793 = -280880.981309
  nChanged 28
		SP:Iteration 15Q (8476.680000 sec): 3 clusters
  Score: Raw -283544.257132 + Penalty 2654.573793 = -280889.683339
  nChanged 23
		SP:Iteration 16Q (8476.830000 sec): 3 clusters
  Score: Raw -283551.760172 + Penalty 2654.573793 = -280897.186379
  nChanged 23
		SP:Iteration 17Q (8477.000000 sec): 3 clusters
  Score: Raw -283557.014717 + Penalty 2654.573793 = -280902.440924
  nChanged 13
		SP:Iteration 18Q (8477.200000 sec): 3 clusters
  Score: Raw -283559.349320 + Penalty 2654.573793 = -280904.775528
  nChanged 11
		SP:Iteration 19Q (8477.410000 sec): 3 clusters
  Score: Raw -283561.534363 + Penalty 2654.573793 = -280906.960570
  nChanged 7
		SP:Iteration 20F (8477.580000 sec): 3 clusters
  Score: Raw -283564.177703 + Penalty 2654.573793 = -280909.603910
  nChanged 9
		SP:Iteration 21Q (8477.780000 sec): 3 clusters
  Score: Raw -283567.941812 + Penalty 2654.573793 = -280913.368019
  nChanged 11
		SP:Iteration 22Q (8477.940000 sec): 3 clusters
  Score: Raw -283571.856842 + Penalty 2654.573793 = -280917.283049
  nChanged 8
		SP:Iteration 23Q (8478.140000 sec): 3 clusters
  Score: Raw -283573.939749 + Penalty 2654.573793 = -280919.365956
  nChanged 5
		SP:Iteration 24Q (8478.320000 sec): 3 clusters
  Score: Raw -283575.431247 + Penalty 2654.573793 = -280920.857454
  nChanged 6
		SP:Iteration 25Q (8478.580000 sec): 3 clusters
  Score: Raw -283577.108290 + Penalty 2654.573793 = -280922.534497
  nChanged 3
		SP:Iteration 26Q (8478.760000 sec): 3 clusters
  Score: Raw -283577.565785 + Penalty 2654.573793 = -280922.991992
  nChanged 3
		SP:Iteration 27Q (8478.940000 sec): 3 clusters
  Score: Raw -283578.078997 + Penalty 2654.573793 = -280923.505204
  nChanged 2
		SP:Iteration 28Q (8479.150000 sec): 3 clusters
  Score: Raw -283578.270701 + Penalty 2654.573793 = -280923.696908
  nChanged 3
		SP:Iteration 29Q (8479.300000 sec): 3 clusters
  Score: Raw -283578.839921 + Penalty 2654.573793 = -280924.266128
  nChanged 2
		SP:Iteration 30Q (8479.480000 sec): 3 clusters
  Score: Raw -283579.092087 + Penalty 2654.573793 = -280924.518294
  nChanged 1
		SP:Iteration 31Q (8479.660000 sec): 3 clusters
  Score: Raw -283579.295765 + Penalty 2654.573793 = -280924.721972
  nChanged 1
		SP:Iteration 32Q (8479.830000 sec): 3 clusters
  Score: Raw -283579.480453 + Penalty 2654.573793 = -280924.906660
  nChanged 0
		SP:Iteration 33F (8480.010000 sec): 3 clusters
  Score: Raw -283579.480453 + Penalty 2654.573793 = -280924.906660
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 19 (1023 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8480.130000 sec): 2 clusters
  Score: Raw -90064.464186 + Penalty 1126.205399 = -88938.258787
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8480.310000 sec): 3 clusters
  Score: Raw -89752.257376 + Penalty 2252.410799 = -87499.846577
  nChanged 315
		SP:Iteration 1F (8480.450000 sec): 3 clusters
  Score: Raw -90039.531459 + Penalty 2252.410799 = -87787.120660
  nChanged 87
		SP:Iteration 2F (8480.590000 sec): 3 clusters
  Score: Raw -90138.269452 + Penalty 2252.410799 = -87885.858653
  nChanged 41
		SP:Iteration 3Q (8480.720000 sec): 3 clusters
  Score: Raw -90192.622433 + Penalty 2252.410799 = -87940.211634
  nChanged 35
		SP:Iteration 4Q (8480.900000 sec): 3 clusters
  Score: Raw -90268.317948 + Penalty 2252.410799 = -88015.907149
  nChanged 46
		SP:Iteration 5Q (8481.050000 sec): 3 clusters
  Score: Raw -90373.651835 + Penalty 2252.410799 = -88121.241036
  nChanged 41
		SP:Iteration 6Q (8481.240000 sec): 3 clusters
  Score: Raw -90502.818302 + Penalty 2252.410799 = -88250.407503
  nChanged 56
		SP:Iteration 7F (8481.420000 sec): 3 clusters
  Score: Raw -90680.245063 + Penalty 2252.410799 = -88427.834264
  nChanged 63
		SP:Iteration 8F (8481.570000 sec): 3 clusters
  Score: Raw -90922.520021 + Penalty 2252.410799 = -88670.109222
  nChanged 68
		SP:Iteration 9F (8481.760000 sec): 3 clusters
  Score: Raw -91488.534280 + Penalty 2252.410799 = -89236.123481
  nChanged 55
		SP:Iteration 10F (8481.920000 sec): 3 clusters
  Score: Raw -92258.082951 + Penalty 2252.410799 = -90005.672152
  nChanged 47
		SP:Iteration 11Q (8482.130000 sec): 3 clusters
  Score: Raw -92583.774952 + Penalty 2252.410799 = -90331.364153
  nChanged 20
		SP:Iteration 12Q (8482.340000 sec): 3 clusters
  Score: Raw -93350.016640 + Penalty 2252.410799 = -91097.605841
  nChanged 1
		SP:Iteration 13Q (8482.510000 sec): 3 clusters
  Score: Raw -93564.240167 + Penalty 2252.410799 = -91311.829368
  nChanged 0
		SP:Iteration 14F (8482.750000 sec): 3 clusters
  Score: Raw -93564.240167 + Penalty 2252.410799 = -91311.829368
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 95.
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 20 (13276 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8482.920000 sec): 2 clusters
  Score: Raw -1127940.134076 + Penalty 1542.728391 = -1126397.405685
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8483.220000 sec): 3 clusters
  Score: Raw -1120153.590124 + Penalty 3085.456781 = -1117068.133342
  nChanged 5893
		SP:Iteration 1F (8483.470000 sec): 3 clusters
  Score: Raw -1123545.681765 + Penalty 3085.456781 = -1120460.224984
  nChanged 970
		SP:Iteration 2F (8483.760000 sec): 3 clusters
  Score: Raw -1124060.246109 + Penalty 3085.456781 = -1120974.789328
  nChanged 898
		SP:Iteration 3F (8484.040000 sec): 3 clusters
  Score: Raw -1124595.998265 + Penalty 3085.456781 = -1121510.541483
  nChanged 876
		SP:Iteration 4F (8484.240000 sec): 3 clusters
  Score: Raw -1125237.571021 + Penalty 3085.456781 = -1122152.114240
  nChanged 919
		SP:Iteration 5F (8484.530000 sec): 3 clusters
  Score: Raw -1125988.722492 + Penalty 3085.456781 = -1122903.265711
  nChanged 871
		SP:Iteration 6F (8484.770000 sec): 3 clusters
  Score: Raw -1126684.573737 + Penalty 3085.456781 = -1123599.116956
  nChanged 703
		SP:Iteration 7F (8485.070000 sec): 3 clusters
  Score: Raw -1127193.510585 + Penalty 3085.456781 = -1124108.053804
  nChanged 583
		SP:Iteration 8Q (8485.350000 sec): 3 clusters
  Score: Raw -1127597.965743 + Penalty 3085.456781 = -1124512.508962
  nChanged 434
		SP:Iteration 9Q (8485.600000 sec): 3 clusters
  Score: Raw -1127879.034177 + Penalty 3085.456781 = -1124793.577396
  nChanged 365
		SP:Iteration 10Q (8485.900000 sec): 3 clusters
  Score: Raw -1128125.806272 + Penalty 3085.456781 = -1125040.349491
  nChanged 309
		SP:Iteration 11Q (8486.130000 sec): 3 clusters
  Score: Raw -1128295.992888 + Penalty 3085.456781 = -1125210.536106
  nChanged 227
		SP:Iteration 12Q (8486.380000 sec): 3 clusters
  Score: Raw -1128385.342834 + Penalty 3085.456781 = -1125299.886053
  nChanged 174
		SP:Iteration 13Q (8486.650000 sec): 3 clusters
  Score: Raw -1128447.092065 + Penalty 3085.456781 = -1125361.635284
  nChanged 129
		SP:Iteration 14Q (8486.900000 sec): 3 clusters
  Score: Raw -1128476.981320 + Penalty 3085.456781 = -1125391.524539
  nChanged 72
		SP:Iteration 15Q (8487.230000 sec): 3 clusters
  Score: Raw -1128489.914006 + Penalty 3085.456781 = -1125404.457225
  nChanged 46
		SP:Iteration 16Q (8487.470000 sec): 3 clusters
  Score: Raw -1128496.850502 + Penalty 3085.456781 = -1125411.393721
  nChanged 34
		SP:Iteration 17Q (8487.780000 sec): 3 clusters
  Score: Raw -1128501.732397 + Penalty 3085.456781 = -1125416.275616
  nChanged 31
		SP:Iteration 18Q (8488.060000 sec): 3 clusters
  Score: Raw -1128506.334819 + Penalty 3085.456781 = -1125420.878038
  nChanged 34
		SP:Iteration 19Q (8488.320000 sec): 3 clusters
  Score: Raw -1128512.275243 + Penalty 3085.456781 = -1125426.818462
  nChanged 31
		SP:Iteration 20F (8488.610000 sec): 3 clusters
  Score: Raw -1128517.810407 + Penalty 3085.456781 = -1125432.353625
  nChanged 21
		SP:Iteration 21Q (8488.860000 sec): 3 clusters
  Score: Raw -1128520.261038 + Penalty 3085.456781 = -1125434.804256
  nChanged 16
		SP:Iteration 22Q (8489.080000 sec): 3 clusters
  Score: Raw -1128521.539415 + Penalty 3085.456781 = -1125436.082634
  nChanged 12
		SP:Iteration 23Q (8489.360000 sec): 3 clusters
  Score: Raw -1128522.702138 + Penalty 3085.456781 = -1125437.245357
  nChanged 8
		SP:Iteration 24Q (8489.650000 sec): 3 clusters
  Score: Raw -1128523.424244 + Penalty 3085.456781 = -1125437.967463
  nChanged 10
		SP:Iteration 25Q (8489.930000 sec): 3 clusters
  Score: Raw -1128524.224009 + Penalty 3085.456781 = -1125438.767228
  nChanged 6
		SP:Iteration 26Q (8490.210000 sec): 3 clusters
  Score: Raw -1128524.673076 + Penalty 3085.456781 = -1125439.216295
  nChanged 4
		SP:Iteration 27Q (8490.470000 sec): 3 clusters
  Score: Raw -1128525.017276 + Penalty 3085.456781 = -1125439.560495
  nChanged 4
		SP:Iteration 28Q (8490.700000 sec): 3 clusters
  Score: Raw -1128525.349002 + Penalty 3085.456781 = -1125439.892221
  nChanged 3
		SP:Iteration 29Q (8490.930000 sec): 3 clusters
  Score: Raw -1128525.792381 + Penalty 3085.456781 = -1125440.335600
  nChanged 8
		SP:Iteration 30Q (8491.170000 sec): 3 clusters
  Score: Raw -1128526.413446 + Penalty 3085.456781 = -1125440.956664
  nChanged 7
		SP:Iteration 31Q (8491.390000 sec): 3 clusters
  Score: Raw -1128526.929230 + Penalty 3085.456781 = -1125441.472448
  nChanged 1
		SP:Iteration 32Q (8491.650000 sec): 3 clusters
  Score: Raw -1128527.044802 + Penalty 3085.456781 = -1125441.588021
  nChanged 0
		SP:Iteration 33F (8491.900000 sec): 3 clusters
  Score: Raw -1128527.044802 + Penalty 3085.456781 = -1125441.588021
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 21 (51423 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8492.260000 sec): 2 clusters
  Score: Raw -4654137.479937 + Penalty 1762.774134 = -4652374.705803
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8492.750000 sec): 3 clusters
  Score: Raw -4621439.016211 + Penalty 3525.548267 = -4617913.467944
  nChanged 24137
		SP:Iteration 1F (8493.220000 sec): 3 clusters
  Score: Raw -4635092.436719 + Penalty 3525.548267 = -4631566.888452
  nChanged 2092
		SP:Iteration 2Q (8493.700000 sec): 3 clusters
  Score: Raw -4635688.297658 + Penalty 3525.548267 = -4632162.749391
  nChanged 2170
		SP:Iteration 3Q (8494.200000 sec): 3 clusters
  Score: Raw -4636430.237164 + Penalty 3525.548267 = -4632904.688896
  nChanged 2500
		SP:Iteration 4Q (8494.690000 sec): 3 clusters
  Score: Raw -4637467.472989 + Penalty 3525.548267 = -4633941.924722
  nChanged 2817
		SP:Iteration 5F (8495.200000 sec): 3 clusters
  Score: Raw -4638840.186163 + Penalty 3525.548267 = -4635314.637896
  nChanged 3155
		SP:Iteration 6F (8495.710000 sec): 3 clusters
  Score: Raw -4640504.170625 + Penalty 3525.548267 = -4636978.622358
  nChanged 3246
		SP:Iteration 7F (8496.190000 sec): 3 clusters
  Score: Raw -4642194.065443 + Penalty 3525.548267 = -4638668.517176
  nChanged 2958
		SP:Iteration 8F (8496.690000 sec): 3 clusters
  Score: Raw -4643590.160713 + Penalty 3525.548267 = -4640064.612446
  nChanged 2474
		SP:Iteration 9Q (8497.190000 sec): 3 clusters
  Score: Raw -4644553.786218 + Penalty 3525.548267 = -4641028.237951
  nChanged 1915
		SP:Iteration 10Q (8497.670000 sec): 3 clusters
  Score: Raw -4645124.157607 + Penalty 3525.548267 = -4641598.609340
  nChanged 1375
		SP:Iteration 11Q (8498.150000 sec): 3 clusters
  Score: Raw -4645434.588925 + Penalty 3525.548267 = -4641909.040658
  nChanged 1013
		SP:Iteration 12Q (8498.560000 sec): 3 clusters
  Score: Raw -4645626.893078 + Penalty 3525.548267 = -4642101.344811
  nChanged 767
		SP:Iteration 13Q (8499.030000 sec): 3 clusters
  Score: Raw -4645747.957396 + Penalty 3525.548267 = -4642222.409129
  nChanged 609
		SP:Iteration 14Q (8499.450000 sec): 3 clusters
  Score: Raw -4645826.214553 + Penalty 3525.548267 = -4642300.666285
  nChanged 490
		SP:Iteration 15Q (8499.820000 sec): 3 clusters
  Score: Raw -4645886.316901 + Penalty 3525.548267 = -4642360.768633
  nChanged 441
		SP:Iteration 16Q (8500.290000 sec): 3 clusters
  Score: Raw -4645941.298488 + Penalty 3525.548267 = -4642415.750221
  nChanged 419
		SP:Iteration 17Q (8500.780000 sec): 3 clusters
  Score: Raw -4645996.117312 + Penalty 3525.548267 = -4642470.569045
  nChanged 427
		SP:Iteration 18Q (8501.330000 sec): 3 clusters
  Score: Raw -4646052.737192 + Penalty 3525.548267 = -4642527.188925
  nChanged 471
		SP:Iteration 19Q (8501.840000 sec): 3 clusters
  Score: Raw -4646121.186810 + Penalty 3525.548267 = -4642595.638543
  nChanged 529
		SP:Iteration 20F (8502.330000 sec): 3 clusters
  Score: Raw -4646212.099741 + Penalty 3525.548267 = -4642686.551474
  nChanged 631
		SP:Iteration 21Q (8502.760000 sec): 3 clusters
  Score: Raw -4646337.055863 + Penalty 3525.548267 = -4642811.507596
  nChanged 756
		SP:Iteration 22Q (8503.230000 sec): 3 clusters
  Score: Raw -4646509.053341 + Penalty 3525.548267 = -4642983.505074
  nChanged 886
		SP:Iteration 23Q (8503.670000 sec): 3 clusters
  Score: Raw -4646748.512880 + Penalty 3525.548267 = -4643222.964613
  nChanged 1054
		SP:Iteration 24Q (8504.110000 sec): 3 clusters
  Score: Raw -4647103.439033 + Penalty 3525.548267 = -4643577.890766
  nChanged 1291
		SP:Iteration 25Q (8504.570000 sec): 3 clusters
  Score: Raw -4647662.035397 + Penalty 3525.548267 = -4644136.487130
  nChanged 1482
		SP:Iteration 26Q (8505.060000 sec): 3 clusters
  Score: Raw -4648452.598846 + Penalty 3525.548267 = -4644927.050579
  nChanged 1603
		SP:Iteration 27Q (8505.560000 sec): 3 clusters
  Score: Raw -4649439.182025 + Penalty 3525.548267 = -4645913.633757
  nChanged 1617
		SP:Iteration 28Q (8506.100000 sec): 3 clusters
  Score: Raw -4650560.410760 + Penalty 3525.548267 = -4647034.862493
  nChanged 1463
		SP:Iteration 29Q (8506.590000 sec): 3 clusters
  Score: Raw -4651697.521752 + Penalty 3525.548267 = -4648171.973484
  nChanged 1194
		SP:Iteration 30Q (8507.050000 sec): 3 clusters
  Score: Raw -4652689.778389 + Penalty 3525.548267 = -4649164.230122
  nChanged 853
		SP:Iteration 31Q (8507.500000 sec): 3 clusters
  Score: Raw -4653436.436020 + Penalty 3525.548267 = -4649910.887753
  nChanged 494
		SP:Iteration 32Q (8507.910000 sec): 3 clusters
  Score: Raw -4653856.126575 + Penalty 3525.548267 = -4650330.578308
  nChanged 262
		SP:Iteration 33Q (8508.320000 sec): 3 clusters
  Score: Raw -4654088.106318 + Penalty 3525.548267 = -4650562.558051
  nChanged 126
		SP:Iteration 34Q (8508.760000 sec): 3 clusters
  Score: Raw -4654204.798118 + Penalty 3525.548267 = -4650679.249850
  nChanged 65
		SP:Iteration 35Q (8509.190000 sec): 3 clusters
  Score: Raw -4654264.808107 + Penalty 3525.548267 = -4650739.259840
  nChanged 57
		SP:Iteration 36Q (8509.620000 sec): 3 clusters
  Score: Raw -4654311.074759 + Penalty 3525.548267 = -4650785.526492
  nChanged 46
		SP:Iteration 37Q (8510.020000 sec): 3 clusters
  Score: Raw -4654352.290638 + Penalty 3525.548267 = -4650826.742370
  nChanged 24
		SP:Iteration 38Q (8510.430000 sec): 3 clusters
  Score: Raw -4654370.677549 + Penalty 3525.548267 = -4650845.129281
  nChanged 23
		SP:Iteration 39Q (8510.870000 sec): 3 clusters
  Score: Raw -4654387.892750 + Penalty 3525.548267 = -4650862.344483
  nChanged 17
		SP:Iteration 40F (8511.350000 sec): 3 clusters
  Score: Raw -4654401.867200 + Penalty 3525.548267 = -4650876.318933
  nChanged 15
		SP:Iteration 41Q (8511.780000 sec): 3 clusters
  Score: Raw -4654416.328928 + Penalty 3525.548267 = -4650890.780661
  nChanged 12
		SP:Iteration 42Q (8512.270000 sec): 3 clusters
  Score: Raw -4654422.980027 + Penalty 3525.548267 = -4650897.431760
  nChanged 7
		SP:Iteration 43Q (8512.690000 sec): 3 clusters
  Score: Raw -4654427.292440 + Penalty 3525.548267 = -4650901.744173
  nChanged 2
		SP:Iteration 44Q (8513.130000 sec): 3 clusters
  Score: Raw -4654428.328705 + Penalty 3525.548267 = -4650902.780438
  nChanged 0
		SP:Iteration 45F (8513.580000 sec): 3 clusters
  Score: Raw -4654428.328705 + Penalty 3525.548267 = -4650902.780438
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 22 (4945 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8513.710000 sec): 2 clusters
  Score: Raw -384073.175413 + Penalty 1382.246490 = -382690.928924
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8513.970000 sec): 3 clusters
  Score: Raw -381563.182697 + Penalty 2764.492979 = -378798.689717
  nChanged 1987
		SP:Iteration 1F (8514.130000 sec): 3 clusters
  Score: Raw -383386.772125 + Penalty 2764.492979 = -380622.279146
  nChanged 596
		SP:Iteration 2F (8514.290000 sec): 3 clusters
  Score: Raw -384203.025657 + Penalty 2764.492979 = -381438.532677
  nChanged 503
		SP:Iteration 3F (8514.520000 sec): 3 clusters
  Score: Raw -384900.927994 + Penalty 2764.492979 = -382136.435015
  nChanged 357
		SP:Iteration 4F (8514.720000 sec): 3 clusters
  Score: Raw -385272.960358 + Penalty 2764.492979 = -382508.467378
  nChanged 230
		SP:Iteration 5Q (8514.970000 sec): 3 clusters
  Score: Raw -385464.887163 + Penalty 2764.492979 = -382700.394183
  nChanged 171
		SP:Iteration 6Q (8515.140000 sec): 3 clusters
  Score: Raw -385598.933574 + Penalty 2764.492979 = -382834.440595
  nChanged 126
		SP:Iteration 7Q (8515.330000 sec): 3 clusters
  Score: Raw -385678.309970 + Penalty 2764.492979 = -382913.816990
  nChanged 99
		SP:Iteration 8Q (8515.490000 sec): 3 clusters
  Score: Raw -385726.631348 + Penalty 2764.492979 = -382962.138369
  nChanged 73
		SP:Iteration 9Q (8515.730000 sec): 3 clusters
  Score: Raw -385763.356822 + Penalty 2764.492979 = -382998.863842
  nChanged 50
		SP:Iteration 10Q (8515.950000 sec): 3 clusters
  Score: Raw -385780.962689 + Penalty 2764.492979 = -383016.469710
  nChanged 37
		SP:Iteration 11Q (8516.190000 sec): 3 clusters
  Score: Raw -385793.840732 + Penalty 2764.492979 = -383029.347752
  nChanged 24
		SP:Iteration 12Q (8516.330000 sec): 3 clusters
  Score: Raw -385799.894669 + Penalty 2764.492979 = -383035.401690
  nChanged 17
		SP:Iteration 13Q (8516.540000 sec): 3 clusters
  Score: Raw -385804.309094 + Penalty 2764.492979 = -383039.816115
  nChanged 15
		SP:Iteration 14Q (8516.760000 sec): 3 clusters
  Score: Raw -385808.623675 + Penalty 2764.492979 = -383044.130696
  nChanged 15
		SP:Iteration 15Q (8516.970000 sec): 3 clusters
  Score: Raw -385811.925717 + Penalty 2764.492979 = -383047.432738
  nChanged 8
		SP:Iteration 16Q (8517.140000 sec): 3 clusters
  Score: Raw -385814.720240 + Penalty 2764.492979 = -383050.227261
  nChanged 9
		SP:Iteration 17Q (8517.300000 sec): 3 clusters
  Score: Raw -385817.061615 + Penalty 2764.492979 = -383052.568636
  nChanged 11
		SP:Iteration 18Q (8517.460000 sec): 3 clusters
  Score: Raw -385819.672129 + Penalty 2764.492979 = -383055.179149
  nChanged 7
		SP:Iteration 19Q (8517.620000 sec): 3 clusters
  Score: Raw -385821.665203 + Penalty 2764.492979 = -383057.172224
  nChanged 8
		SP:Iteration 20F (8517.780000 sec): 3 clusters
  Score: Raw -385825.149033 + Penalty 2764.492979 = -383060.656054
  nChanged 9
		SP:Iteration 21Q (8517.930000 sec): 3 clusters
  Score: Raw -385828.855916 + Penalty 2764.492979 = -383064.362936
  nChanged 12
		SP:Iteration 22Q (8518.090000 sec): 3 clusters
  Score: Raw -385833.284299 + Penalty 2764.492979 = -383068.791320
  nChanged 12
		SP:Iteration 23Q (8518.250000 sec): 3 clusters
  Score: Raw -385837.899997 + Penalty 2764.492979 = -383073.407018
  nChanged 15
		SP:Iteration 24Q (8518.410000 sec): 3 clusters
  Score: Raw -385841.863743 + Penalty 2764.492979 = -383077.370764
  nChanged 11
		SP:Iteration 25Q (8518.570000 sec): 3 clusters
  Score: Raw -385845.678706 + Penalty 2764.492979 = -383081.185727
  nChanged 8
		SP:Iteration 26Q (8518.730000 sec): 3 clusters
  Score: Raw -385848.956833 + Penalty 2764.492979 = -383084.463853
  nChanged 9
		SP:Iteration 27Q (8518.890000 sec): 3 clusters
  Score: Raw -385851.634650 + Penalty 2764.492979 = -383087.141671
  nChanged 15
		SP:Iteration 28Q (8519.050000 sec): 3 clusters
  Score: Raw -385856.601196 + Penalty 2764.492979 = -383092.108217
  nChanged 8
		SP:Iteration 29Q (8519.200000 sec): 3 clusters
  Score: Raw -385858.305739 + Penalty 2764.492979 = -383093.812760
  nChanged 4
		SP:Iteration 30Q (8519.360000 sec): 3 clusters
  Score: Raw -385858.816890 + Penalty 2764.492979 = -383094.323911
  nChanged 4
		SP:Iteration 31Q (8519.520000 sec): 3 clusters
  Score: Raw -385859.663406 + Penalty 2764.492979 = -383095.170426
  nChanged 3
		SP:Iteration 32Q (8519.680000 sec): 3 clusters
  Score: Raw -385860.098554 + Penalty 2764.492979 = -383095.605574
  nChanged 1
		SP:Iteration 33Q (8519.840000 sec): 3 clusters
  Score: Raw -385860.326397 + Penalty 2764.492979 = -383095.833418
  nChanged 2
		SP:Iteration 34Q (8520.000000 sec): 3 clusters
  Score: Raw -385860.634998 + Penalty 2764.492979 = -383096.142018
  nChanged 1
		SP:Iteration 35Q (8520.160000 sec): 3 clusters
  Score: Raw -385860.687319 + Penalty 2764.492979 = -383096.194339
  nChanged 0
		SP:Iteration 36F (8520.320000 sec): 3 clusters
  Score: Raw -385860.687319 + Penalty 2764.492979 = -383096.194339
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 96.
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 23 (9623 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8520.440000 sec): 2 clusters
  Score: Raw -812942.040174 + Penalty 1490.435594 = -811451.604581
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8520.650000 sec): 3 clusters
  Score: Raw -807572.137012 + Penalty 2980.871187 = -804591.265825
  nChanged 4107
		SP:Iteration 1F (8520.860000 sec): 3 clusters
  Score: Raw -810158.336504 + Penalty 2980.871187 = -807177.465317
  nChanged 912
		SP:Iteration 2F (8521.040000 sec): 3 clusters
  Score: Raw -811085.059115 + Penalty 2980.871187 = -808104.187927
  nChanged 865
		SP:Iteration 3F (8521.350000 sec): 3 clusters
  Score: Raw -811974.537178 + Penalty 2980.871187 = -808993.665990
  nChanged 746
		SP:Iteration 4F (8521.540000 sec): 3 clusters
  Score: Raw -812668.494119 + Penalty 2980.871187 = -809687.622932
  nChanged 568
		SP:Iteration 5F (8521.860000 sec): 3 clusters
  Score: Raw -813179.462937 + Penalty 2980.871187 = -810198.591750
  nChanged 456
		SP:Iteration 6Q (8522.020000 sec): 3 clusters
  Score: Raw -813551.807701 + Penalty 2980.871187 = -810570.936513
  nChanged 353
		SP:Iteration 7Q (8522.290000 sec): 3 clusters
  Score: Raw -813810.416043 + Penalty 2980.871187 = -810829.544856
  nChanged 305
		SP:Iteration 8Q (8522.560000 sec): 3 clusters
  Score: Raw -814012.363787 + Penalty 2980.871187 = -811031.492599
  nChanged 239
		SP:Iteration 9Q (8522.780000 sec): 3 clusters
  Score: Raw -814149.728276 + Penalty 2980.871187 = -811168.857089
  nChanged 199
		SP:Iteration 10Q (8523.060000 sec): 3 clusters
  Score: Raw -814238.369029 + Penalty 2980.871187 = -811257.497841
  nChanged 164
		SP:Iteration 11Q (8523.320000 sec): 3 clusters
  Score: Raw -814295.030483 + Penalty 2980.871187 = -811314.159296
  nChanged 125
		SP:Iteration 12Q (8523.560000 sec): 3 clusters
  Score: Raw -814331.943184 + Penalty 2980.871187 = -811351.071997
  nChanged 98
		SP:Iteration 13Q (8523.810000 sec): 3 clusters
  Score: Raw -814355.142868 + Penalty 2980.871187 = -811374.271681
  nChanged 76
		SP:Iteration 14Q (8524.020000 sec): 3 clusters
  Score: Raw -814375.233180 + Penalty 2980.871187 = -811394.361992
  nChanged 71
		SP:Iteration 15Q (8524.270000 sec): 3 clusters
  Score: Raw -814393.846821 + Penalty 2980.871187 = -811412.975634
  nChanged 74
		SP:Iteration 16Q (8524.480000 sec): 3 clusters
  Score: Raw -814410.991176 + Penalty 2980.871187 = -811430.119989
  nChanged 61
		SP:Iteration 17Q (8524.780000 sec): 3 clusters
  Score: Raw -814422.705367 + Penalty 2980.871187 = -811441.834180
  nChanged 46
		SP:Iteration 18Q (8524.960000 sec): 3 clusters
  Score: Raw -814429.681929 + Penalty 2980.871187 = -811448.810741
  nChanged 32
		SP:Iteration 19Q (8525.190000 sec): 3 clusters
  Score: Raw -814435.112171 + Penalty 2980.871187 = -811454.240984
  nChanged 42
		SP:Iteration 20F (8525.390000 sec): 3 clusters
  Score: Raw -814444.030369 + Penalty 2980.871187 = -811463.159182
  nChanged 44
		SP:Iteration 21Q (8525.600000 sec): 3 clusters
  Score: Raw -814454.475901 + Penalty 2980.871187 = -811473.604714
  nChanged 52
		SP:Iteration 22Q (8525.820000 sec): 3 clusters
  Score: Raw -814466.765834 + Penalty 2980.871187 = -811485.894647
  nChanged 54
		SP:Iteration 23Q (8526.080000 sec): 3 clusters
  Score: Raw -814478.401333 + Penalty 2980.871187 = -811497.530146
  nChanged 54
		SP:Iteration 24Q (8526.290000 sec): 3 clusters
  Score: Raw -814489.820380 + Penalty 2980.871187 = -811508.949193
  nChanged 55
		SP:Iteration 25Q (8526.500000 sec): 3 clusters
  Score: Raw -814501.717076 + Penalty 2980.871187 = -811520.845889
  nChanged 51
		SP:Iteration 26Q (8526.690000 sec): 3 clusters
  Score: Raw -814514.067089 + Penalty 2980.871187 = -811533.195901
  nChanged 69
		SP:Iteration 27Q (8526.950000 sec): 3 clusters
  Score: Raw -814531.036573 + Penalty 2980.871187 = -811550.165386
  nChanged 69
		SP:Iteration 28Q (8527.140000 sec): 3 clusters
  Score: Raw -814548.537533 + Penalty 2980.871187 = -811567.666345
  nChanged 63
		SP:Iteration 29Q (8527.370000 sec): 3 clusters
  Score: Raw -814564.469054 + Penalty 2980.871187 = -811583.597867
  nChanged 62
		SP:Iteration 30Q (8527.600000 sec): 3 clusters
  Score: Raw -814579.087962 + Penalty 2980.871187 = -811598.216774
  nChanged 63
		SP:Iteration 31Q (8527.740000 sec): 3 clusters
  Score: Raw -814594.423624 + Penalty 2980.871187 = -811613.552436
  nChanged 75
		SP:Iteration 32Q (8527.920000 sec): 3 clusters
  Score: Raw -814612.801007 + Penalty 2980.871187 = -811631.929820
  nChanged 64
		SP:Iteration 33Q (8528.140000 sec): 3 clusters
  Score: Raw -814628.148334 + Penalty 2980.871187 = -811647.277146
  nChanged 60
		SP:Iteration 34Q (8528.350000 sec): 3 clusters
  Score: Raw -814639.974365 + Penalty 2980.871187 = -811659.103178
  nChanged 51
		SP:Iteration 35Q (8528.600000 sec): 3 clusters
  Score: Raw -814650.832463 + Penalty 2980.871187 = -811669.961276
  nChanged 59
		SP:Iteration 36Q (8528.790000 sec): 3 clusters
  Score: Raw -814663.192765 + Penalty 2980.871187 = -811682.321578
  nChanged 61
		SP:Iteration 37Q (8529.080000 sec): 3 clusters
  Score: Raw -814675.316228 + Penalty 2980.871187 = -811694.445040
  nChanged 43
		SP:Iteration 38Q (8529.290000 sec): 3 clusters
  Score: Raw -814682.771229 + Penalty 2980.871187 = -811701.900041
  nChanged 38
		SP:Iteration 39Q (8529.550000 sec): 3 clusters
  Score: Raw -814688.396577 + Penalty 2980.871187 = -811707.525390
  nChanged 40
		SP:Iteration 40F (8529.780000 sec): 3 clusters
  Score: Raw -814696.441452 + Penalty 2980.871187 = -811715.570265
  nChanged 37
		SP:Iteration 41Q (8530.050000 sec): 3 clusters
  Score: Raw -814703.180031 + Penalty 2980.871187 = -811722.308844
  nChanged 23
		SP:Iteration 42Q (8530.240000 sec): 3 clusters
  Score: Raw -814707.543289 + Penalty 2980.871187 = -811726.672102
  nChanged 31
		SP:Iteration 43Q (8530.520000 sec): 3 clusters
  Score: Raw -814714.458909 + Penalty 2980.871187 = -811733.587722
  nChanged 24
		SP:Iteration 44Q (8530.740000 sec): 3 clusters
  Score: Raw -814720.461950 + Penalty 2980.871187 = -811739.590762
  nChanged 37
		SP:Iteration 45Q (8531.000000 sec): 3 clusters
  Score: Raw -814726.511839 + Penalty 2980.871187 = -811745.640652
  nChanged 41
		SP:Iteration 46Q (8531.200000 sec): 3 clusters
  Score: Raw -814735.294892 + Penalty 2980.871187 = -811754.423705
  nChanged 45
		SP:Iteration 47Q (8531.380000 sec): 3 clusters
  Score: Raw -814743.508559 + Penalty 2980.871187 = -811762.637372
  nChanged 33
		SP:Iteration 48Q (8531.560000 sec): 3 clusters
  Score: Raw -814749.264833 + Penalty 2980.871187 = -811768.393646
  nChanged 28
		SP:Iteration 49Q (8531.790000 sec): 3 clusters
  Score: Raw -814754.562555 + Penalty 2980.871187 = -811773.691368
  nChanged 21
		SP:Iteration 50Q (8532.070000 sec): 3 clusters
  Score: Raw -814758.427483 + Penalty 2980.871187 = -811777.556296
  nChanged 30
		SP:Iteration 51Q (8532.320000 sec): 3 clusters
  Score: Raw -814765.150656 + Penalty 2980.871187 = -811784.279469
  nChanged 21
		SP:Iteration 52Q (8532.550000 sec): 3 clusters
  Score: Raw -814769.783365 + Penalty 2980.871187 = -811788.912177
  nChanged 15
		SP:Iteration 53Q (8532.790000 sec): 3 clusters
  Score: Raw -814772.062887 + Penalty 2980.871187 = -811791.191700
  nChanged 11
		SP:Iteration 54Q (8533.000000 sec): 3 clusters
  Score: Raw -814774.270605 + Penalty 2980.871187 = -811793.399418
  nChanged 17
		SP:Iteration 55Q (8533.210000 sec): 3 clusters
  Score: Raw -814776.959907 + Penalty 2980.871187 = -811796.088720
  nChanged 13
		SP:Iteration 56Q (8533.410000 sec): 3 clusters
  Score: Raw -814778.476370 + Penalty 2980.871187 = -811797.605183
  nChanged 7
		SP:Iteration 57Q (8533.650000 sec): 3 clusters
  Score: Raw -814779.021434 + Penalty 2980.871187 = -811798.150247
  nChanged 3
		SP:Iteration 58Q (8533.950000 sec): 3 clusters
  Score: Raw -814779.361249 + Penalty 2980.871187 = -811798.490061
  nChanged 4
		SP:Iteration 59Q (8534.130000 sec): 3 clusters
  Score: Raw -814779.578096 + Penalty 2980.871187 = -811798.706909
  nChanged 0
		SP:Iteration 60F (8534.370000 sec): 3 clusters
  Score: Raw -814779.578096 + Penalty 2980.871187 = -811798.706909
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 97.
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 24 (32055 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8534.650000 sec): 2 clusters
  Score: Raw -2936658.975272 + Penalty 1685.971374 = -2934973.003898
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8535.050000 sec): 3 clusters
  Score: Raw -2916872.304084 + Penalty 3371.942748 = -2913500.361336
  nChanged 14833
		SP:Iteration 1F (8535.410000 sec): 3 clusters
  Score: Raw -2925504.951388 + Penalty 3371.942748 = -2922133.008640
  nChanged 1649
		SP:Iteration 2F (8535.770000 sec): 3 clusters
  Score: Raw -2926158.092682 + Penalty 3371.942748 = -2922786.149934
  nChanged 1721
		SP:Iteration 3F (8536.170000 sec): 3 clusters
  Score: Raw -2926943.227867 + Penalty 3371.942748 = -2923571.285118
  nChanged 1842
		SP:Iteration 4F (8536.560000 sec): 3 clusters
  Score: Raw -2927882.974765 + Penalty 3371.942748 = -2924511.032016
  nChanged 1838
		SP:Iteration 5F (8536.930000 sec): 3 clusters
  Score: Raw -2928895.938424 + Penalty 3371.942748 = -2925523.995676
  nChanged 1906
		SP:Iteration 6F (8537.280000 sec): 3 clusters
  Score: Raw -2930089.434983 + Penalty 3371.942748 = -2926717.492235
  nChanged 1885
		SP:Iteration 7F (8537.610000 sec): 3 clusters
  Score: Raw -2931480.684994 + Penalty 3371.942748 = -2928108.742245
  nChanged 1854
		SP:Iteration 8F (8537.960000 sec): 3 clusters
  Score: Raw -2933067.639631 + Penalty 3371.942748 = -2929695.696883
  nChanged 1648
		SP:Iteration 9F (8538.370000 sec): 3 clusters
  Score: Raw -2934645.059459 + Penalty 3371.942748 = -2931273.116711
  nChanged 1138
		SP:Iteration 10Q (8538.670000 sec): 3 clusters
  Score: Raw -2935761.368163 + Penalty 3371.942748 = -2932389.425414
  nChanged 612
		SP:Iteration 11Q (8539.010000 sec): 3 clusters
  Score: Raw -2936360.780826 + Penalty 3371.942748 = -2932988.838078
  nChanged 250
		SP:Iteration 12Q (8539.350000 sec): 3 clusters
  Score: Raw -2936587.612580 + Penalty 3371.942748 = -2933215.669832
  nChanged 95
		SP:Iteration 13Q (8539.650000 sec): 3 clusters
  Score: Raw -2936685.505206 + Penalty 3371.942748 = -2933313.562458
  nChanged 47
		SP:Iteration 14Q (8539.930000 sec): 3 clusters
  Score: Raw -2936736.796126 + Penalty 3371.942748 = -2933364.853378
  nChanged 34
		SP:Iteration 15Q (8540.300000 sec): 3 clusters
  Score: Raw -2936779.439714 + Penalty 3371.942748 = -2933407.496966
  nChanged 23
		SP:Iteration 16Q (8540.610000 sec): 3 clusters
  Score: Raw -2936811.429547 + Penalty 3371.942748 = -2933439.486799
  nChanged 18
		SP:Iteration 17Q (8540.930000 sec): 3 clusters
  Score: Raw -2936830.209020 + Penalty 3371.942748 = -2933458.266271
  nChanged 17
		SP:Iteration 18Q (8541.280000 sec): 3 clusters
  Score: Raw -2936845.894662 + Penalty 3371.942748 = -2933473.951914
  nChanged 10
		SP:Iteration 19Q (8541.630000 sec): 3 clusters
  Score: Raw -2936855.869304 + Penalty 3371.942748 = -2933483.926556
  nChanged 3
		SP:Iteration 20F (8541.950000 sec): 3 clusters
  Score: Raw -2936859.334220 + Penalty 3371.942748 = -2933487.391472
  nChanged 2
		SP:Iteration 21Q (8542.280000 sec): 3 clusters
  Score: Raw -2936861.406636 + Penalty 3371.942748 = -2933489.463888
  nChanged 1
		SP:Iteration 22Q (8542.620000 sec): 3 clusters
  Score: Raw -2936862.369030 + Penalty 3371.942748 = -2933490.426282
  nChanged 0
		SP:Iteration 23F (8542.990000 sec): 3 clusters
  Score: Raw -2936862.369030 + Penalty 3371.942748 = -2933490.426282
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 25 (2894 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8543.110000 sec): 2 clusters
  Score: Raw -234038.531390 + Penalty 1295.189172 = -232743.342217
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8543.310000 sec): 3 clusters
  Score: Raw -232672.082009 + Penalty 2590.378345 = -230081.703665
  nChanged 1094
		SP:Iteration 1F (8543.530000 sec): 3 clusters
  Score: Raw -233432.681287 + Penalty 2590.378345 = -230842.302943
  nChanged 282
		SP:Iteration 2F (8543.710000 sec): 3 clusters
  Score: Raw -233710.929226 + Penalty 2590.378345 = -231120.550882
  nChanged 211
		SP:Iteration 3F (8543.950000 sec): 3 clusters
  Score: Raw -233908.749357 + Penalty 2590.378345 = -231318.371012
  nChanged 155
		SP:Iteration 4F (8544.100000 sec): 3 clusters
  Score: Raw -234041.701419 + Penalty 2590.378345 = -231451.323074
  nChanged 145
		SP:Iteration 5F (8544.260000 sec): 3 clusters
  Score: Raw -234158.954785 + Penalty 2590.378345 = -231568.576440
  nChanged 107
		SP:Iteration 6Q (8544.520000 sec): 3 clusters
  Score: Raw -234231.418139 + Penalty 2590.378345 = -231641.039795
  nChanged 78
		SP:Iteration 7Q (8544.700000 sec): 3 clusters
  Score: Raw -234299.914952 + Penalty 2590.378345 = -231709.536607
  nChanged 67
		SP:Iteration 8Q (8544.860000 sec): 3 clusters
  Score: Raw -234364.017969 + Penalty 2590.378345 = -231773.639624
  nChanged 65
		SP:Iteration 9Q (8545.080000 sec): 3 clusters
  Score: Raw -234414.133200 + Penalty 2590.378345 = -231823.754855
  nChanged 49
		SP:Iteration 10Q (8545.260000 sec): 3 clusters
  Score: Raw -234445.576560 + Penalty 2590.378345 = -231855.198215
  nChanged 31
		SP:Iteration 11Q (8545.390000 sec): 3 clusters
  Score: Raw -234466.720270 + Penalty 2590.378345 = -231876.341926
  nChanged 28
		SP:Iteration 12Q (8545.560000 sec): 3 clusters
  Score: Raw -234486.242157 + Penalty 2590.378345 = -231895.863812
  nChanged 22
		SP:Iteration 13Q (8545.740000 sec): 3 clusters
  Score: Raw -234503.478946 + Penalty 2590.378345 = -231913.100601
  nChanged 21
		SP:Iteration 14Q (8545.880000 sec): 3 clusters
  Score: Raw -234515.854510 + Penalty 2590.378345 = -231925.476165
  nChanged 14
		SP:Iteration 15Q (8546.090000 sec): 3 clusters
  Score: Raw -234524.445188 + Penalty 2590.378345 = -231934.066843
  nChanged 11
		SP:Iteration 16Q (8546.270000 sec): 3 clusters
  Score: Raw -234530.954957 + Penalty 2590.378345 = -231940.576612
  nChanged 4
		SP:Iteration 17Q (8546.490000 sec): 3 clusters
  Score: Raw -234533.318738 + Penalty 2590.378345 = -231942.940393
  nChanged 4
		SP:Iteration 18Q (8546.710000 sec): 3 clusters
  Score: Raw -234535.225844 + Penalty 2590.378345 = -231944.847499
  nChanged 2
		SP:Iteration 19Q (8546.830000 sec): 3 clusters
  Score: Raw -234536.320572 + Penalty 2590.378345 = -231945.942227
  nChanged 4
		SP:Iteration 20F (8546.960000 sec): 3 clusters
  Score: Raw -234538.914006 + Penalty 2590.378345 = -231948.535661
  nChanged 8
		SP:Iteration 21Q (8547.170000 sec): 3 clusters
  Score: Raw -234544.468436 + Penalty 2590.378345 = -231954.090091
  nChanged 9
		SP:Iteration 22Q (8547.330000 sec): 3 clusters
  Score: Raw -234548.761900 + Penalty 2590.378345 = -231958.383555
  nChanged 3
		SP:Iteration 23Q (8547.590000 sec): 3 clusters
  Score: Raw -234549.938933 + Penalty 2590.378345 = -231959.560588
  nChanged 1
		SP:Iteration 24Q (8547.770000 sec): 3 clusters
  Score: Raw -234550.672705 + Penalty 2590.378345 = -231960.294360
  nChanged 2
		SP:Iteration 25Q (8547.950000 sec): 3 clusters
  Score: Raw -234552.745191 + Penalty 2590.378345 = -231962.366847
  nChanged 2
		SP:Iteration 26Q (8548.110000 sec): 3 clusters
  Score: Raw -234554.493269 + Penalty 2590.378345 = -231964.114924
  nChanged 1
		SP:Iteration 27Q (8548.300000 sec): 3 clusters
  Score: Raw -234555.278147 + Penalty 2590.378345 = -231964.899802
  nChanged 2
		SP:Iteration 28Q (8548.510000 sec): 3 clusters
  Score: Raw -234558.421499 + Penalty 2590.378345 = -231968.043154
  nChanged 6
		SP:Iteration 29Q (8548.700000 sec): 3 clusters
  Score: Raw -234565.138144 + Penalty 2590.378345 = -231974.759799
  nChanged 14
		SP:Iteration 30Q (8548.880000 sec): 3 clusters
  Score: Raw -234571.828687 + Penalty 2590.378345 = -231981.450342
  nChanged 7
		SP:Iteration 31Q (8549.030000 sec): 3 clusters
  Score: Raw -234576.432240 + Penalty 2590.378345 = -231986.053895
  nChanged 6
		SP:Iteration 32Q (8549.250000 sec): 3 clusters
  Score: Raw -234579.356266 + Penalty 2590.378345 = -231988.977921
  nChanged 8
		SP:Iteration 33Q (8549.410000 sec): 3 clusters
  Score: Raw -234583.697367 + Penalty 2590.378345 = -231993.319022
  nChanged 4
		SP:Iteration 34Q (8549.580000 sec): 3 clusters
  Score: Raw -234587.021375 + Penalty 2590.378345 = -231996.643030
  nChanged 4
		SP:Iteration 35Q (8549.750000 sec): 3 clusters
  Score: Raw -234590.231665 + Penalty 2590.378345 = -231999.853320
  nChanged 5
		SP:Iteration 36Q (8549.910000 sec): 3 clusters
  Score: Raw -234593.108715 + Penalty 2590.378345 = -232002.730370
  nChanged 6
		SP:Iteration 37Q (8550.070000 sec): 3 clusters
  Score: Raw -234596.924239 + Penalty 2590.378345 = -232006.545894
  nChanged 6
		SP:Iteration 38Q (8550.240000 sec): 3 clusters
  Score: Raw -234600.815332 + Penalty 2590.378345 = -232010.436987
  nChanged 5
		SP:Iteration 39Q (8550.370000 sec): 3 clusters
  Score: Raw -234602.862328 + Penalty 2590.378345 = -232012.483984
  nChanged 3
		SP:Iteration 40F (8550.550000 sec): 3 clusters
  Score: Raw -234605.564441 + Penalty 2590.378345 = -232015.186096
  nChanged 7
		SP:Iteration 41Q (8550.710000 sec): 3 clusters
  Score: Raw -234611.075148 + Penalty 2590.378345 = -232020.696804
  nChanged 9
		SP:Iteration 42Q (8550.900000 sec): 3 clusters
  Score: Raw -234615.890760 + Penalty 2590.378345 = -232025.512415
  nChanged 7
		SP:Iteration 43Q (8551.110000 sec): 3 clusters
  Score: Raw -234617.903133 + Penalty 2590.378345 = -232027.524789
  nChanged 4
		SP:Iteration 44Q (8551.280000 sec): 3 clusters
  Score: Raw -234619.754731 + Penalty 2590.378345 = -232029.376386
  nChanged 4
		SP:Iteration 45Q (8551.470000 sec): 3 clusters
  Score: Raw -234620.711286 + Penalty 2590.378345 = -232030.332941
  nChanged 0
		SP:Iteration 46F (8551.640000 sec): 3 clusters
  Score: Raw -234620.711286 + Penalty 2590.378345 = -232030.332941
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 26 (8634 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8551.780000 sec): 2 clusters
  Score: Raw -783934.562104 + Penalty 1472.812766 = -782461.749338
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8551.990000 sec): 3 clusters
  Score: Raw -779179.579393 + Penalty 2945.625532 = -776233.953861
  nChanged 3701
		SP:Iteration 1F (8552.180000 sec): 3 clusters
  Score: Raw -781319.090551 + Penalty 2945.625532 = -778373.465019
  nChanged 589
		SP:Iteration 2F (8552.430000 sec): 3 clusters
  Score: Raw -781684.868256 + Penalty 2945.625532 = -778739.242723
  nChanged 576
		SP:Iteration 3F (8552.680000 sec): 3 clusters
  Score: Raw -782066.388030 + Penalty 2945.625532 = -779120.762498
  nChanged 568
		SP:Iteration 4F (8552.930000 sec): 3 clusters
  Score: Raw -782477.535999 + Penalty 2945.625532 = -779531.910467
  nChanged 582
		SP:Iteration 5F (8553.180000 sec): 3 clusters
  Score: Raw -782934.606896 + Penalty 2945.625532 = -779988.981364
  nChanged 560
		SP:Iteration 6F (8553.440000 sec): 3 clusters
  Score: Raw -783345.049689 + Penalty 2945.625532 = -780399.424157
  nChanged 467
		SP:Iteration 7F (8553.640000 sec): 3 clusters
  Score: Raw -783661.099946 + Penalty 2945.625532 = -780715.474414
  nChanged 373
		SP:Iteration 8Q (8553.890000 sec): 3 clusters
  Score: Raw -783890.635358 + Penalty 2945.625532 = -780945.009826
  nChanged 293
		SP:Iteration 9Q (8554.120000 sec): 3 clusters
  Score: Raw -784045.393460 + Penalty 2945.625532 = -781099.767927
  nChanged 235
		SP:Iteration 10Q (8554.370000 sec): 3 clusters
  Score: Raw -784157.125687 + Penalty 2945.625532 = -781211.500155
  nChanged 183
		SP:Iteration 11Q (8554.620000 sec): 3 clusters
  Score: Raw -784235.471000 + Penalty 2945.625532 = -781289.845468
  nChanged 175
		SP:Iteration 12Q (8554.850000 sec): 3 clusters
  Score: Raw -784304.179316 + Penalty 2945.625532 = -781358.553784
  nChanged 149
		SP:Iteration 13Q (8555.100000 sec): 3 clusters
  Score: Raw -784359.403771 + Penalty 2945.625532 = -781413.778238
  nChanged 136
		SP:Iteration 14Q (8555.390000 sec): 3 clusters
  Score: Raw -784401.256293 + Penalty 2945.625532 = -781455.630761
  nChanged 106
		SP:Iteration 15Q (8555.720000 sec): 3 clusters
  Score: Raw -784428.304154 + Penalty 2945.625532 = -781482.678622
  nChanged 82
		SP:Iteration 16Q (8555.920000 sec): 3 clusters
  Score: Raw -784446.601571 + Penalty 2945.625532 = -781500.976038
  nChanged 77
		SP:Iteration 17Q (8556.180000 sec): 3 clusters
  Score: Raw -784464.261301 + Penalty 2945.625532 = -781518.635768
  nChanged 73
		SP:Iteration 18Q (8556.380000 sec): 3 clusters
  Score: Raw -784482.842818 + Penalty 2945.625532 = -781537.217286
  nChanged 75
		SP:Iteration 19Q (8556.550000 sec): 3 clusters
  Score: Raw -784506.280759 + Penalty 2945.625532 = -781560.655227
  nChanged 87
		SP:Iteration 20F (8556.780000 sec): 3 clusters
  Score: Raw -784526.558246 + Penalty 2945.625532 = -781580.932714
  nChanged 69
		SP:Iteration 21Q (8557.020000 sec): 3 clusters
  Score: Raw -784542.897415 + Penalty 2945.625532 = -781597.271883
  nChanged 51
		SP:Iteration 22Q (8557.220000 sec): 3 clusters
  Score: Raw -784553.831286 + Penalty 2945.625532 = -781608.205754
  nChanged 51
		SP:Iteration 23Q (8557.460000 sec): 3 clusters
  Score: Raw -784562.593395 + Penalty 2945.625532 = -781616.967863
  nChanged 50
		SP:Iteration 24Q (8557.700000 sec): 3 clusters
  Score: Raw -784572.255791 + Penalty 2945.625532 = -781626.630259
  nChanged 47
		SP:Iteration 25Q (8557.900000 sec): 3 clusters
  Score: Raw -784582.176349 + Penalty 2945.625532 = -781636.550817
  nChanged 43
		SP:Iteration 26Q (8558.140000 sec): 3 clusters
  Score: Raw -784591.568970 + Penalty 2945.625532 = -781645.943437
  nChanged 40
		SP:Iteration 27Q (8558.380000 sec): 3 clusters
  Score: Raw -784600.168277 + Penalty 2945.625532 = -781654.542745
  nChanged 38
		SP:Iteration 28Q (8558.600000 sec): 3 clusters
  Score: Raw -784607.061567 + Penalty 2945.625532 = -781661.436034
  nChanged 33
		SP:Iteration 29Q (8558.830000 sec): 3 clusters
  Score: Raw -784613.359770 + Penalty 2945.625532 = -781667.734237
  nChanged 35
		SP:Iteration 30Q (8559.030000 sec): 3 clusters
  Score: Raw -784618.877540 + Penalty 2945.625532 = -781673.252008
  nChanged 24
		SP:Iteration 31Q (8559.290000 sec): 3 clusters
  Score: Raw -784623.150548 + Penalty 2945.625532 = -781677.525016
  nChanged 21
		SP:Iteration 32Q (8559.510000 sec): 3 clusters
  Score: Raw -784626.098231 + Penalty 2945.625532 = -781680.472699
  nChanged 17
		SP:Iteration 33Q (8559.750000 sec): 3 clusters
  Score: Raw -784629.909601 + Penalty 2945.625532 = -781684.284069
  nChanged 26
		SP:Iteration 34Q (8560.010000 sec): 3 clusters
  Score: Raw -784635.156356 + Penalty 2945.625532 = -781689.530823
  nChanged 33
		SP:Iteration 35Q (8560.230000 sec): 3 clusters
  Score: Raw -784640.548101 + Penalty 2945.625532 = -781694.922568
  nChanged 24
		SP:Iteration 36Q (8560.470000 sec): 3 clusters
  Score: Raw -784644.945580 + Penalty 2945.625532 = -781699.320048
  nChanged 21
		SP:Iteration 37Q (8560.650000 sec): 3 clusters
  Score: Raw -784648.434934 + Penalty 2945.625532 = -781702.809402
  nChanged 16
		SP:Iteration 38Q (8560.860000 sec): 3 clusters
  Score: Raw -784650.745339 + Penalty 2945.625532 = -781705.119807
  nChanged 11
		SP:Iteration 39Q (8561.060000 sec): 3 clusters
  Score: Raw -784652.172920 + Penalty 2945.625532 = -781706.547388
  nChanged 10
		SP:Iteration 40F (8561.280000 sec): 3 clusters
  Score: Raw -784653.323380 + Penalty 2945.625532 = -781707.697848
  nChanged 7
		SP:Iteration 41Q (8561.480000 sec): 3 clusters
  Score: Raw -784654.050823 + Penalty 2945.625532 = -781708.425291
  nChanged 3
		SP:Iteration 42Q (8561.760000 sec): 3 clusters
  Score: Raw -784654.490395 + Penalty 2945.625532 = -781708.864863
  nChanged 2
		SP:Iteration 43Q (8561.980000 sec): 3 clusters
  Score: Raw -784654.692377 + Penalty 2945.625532 = -781709.066845
  nChanged 1
		SP:Iteration 44Q (8562.220000 sec): 3 clusters
  Score: Raw -784654.828634 + Penalty 2945.625532 = -781709.203102
  nChanged 2
		SP:Iteration 45Q (8562.410000 sec): 3 clusters
  Score: Raw -784655.029123 + Penalty 2945.625532 = -781709.403591
  nChanged 7
		SP:Iteration 46Q (8562.660000 sec): 3 clusters
  Score: Raw -784655.901770 + Penalty 2945.625532 = -781710.276238
  nChanged 7
		SP:Iteration 47Q (8562.820000 sec): 3 clusters
  Score: Raw -784656.797161 + Penalty 2945.625532 = -781711.171629
  nChanged 8
		SP:Iteration 48Q (8563.100000 sec): 3 clusters
  Score: Raw -784657.646149 + Penalty 2945.625532 = -781712.020616
  nChanged 6
		SP:Iteration 49Q (8563.340000 sec): 3 clusters
  Score: Raw -784658.320411 + Penalty 2945.625532 = -781712.694879
  nChanged 6
		SP:Iteration 50Q (8563.520000 sec): 3 clusters
  Score: Raw -784658.873337 + Penalty 2945.625532 = -781713.247805
  nChanged 6
		SP:Iteration 51Q (8563.710000 sec): 3 clusters
  Score: Raw -784659.724700 + Penalty 2945.625532 = -781714.099168
  nChanged 10
		SP:Iteration 52Q (8563.950000 sec): 3 clusters
  Score: Raw -784660.920049 + Penalty 2945.625532 = -781715.294516
  nChanged 7
		SP:Iteration 53Q (8564.170000 sec): 3 clusters
  Score: Raw -784661.911169 + Penalty 2945.625532 = -781716.285636
  nChanged 8
		SP:Iteration 54Q (8564.410000 sec): 3 clusters
  Score: Raw -784662.866160 + Penalty 2945.625532 = -781717.240627
  nChanged 7
		SP:Iteration 55Q (8564.650000 sec): 3 clusters
  Score: Raw -784663.871233 + Penalty 2945.625532 = -781718.245701
  nChanged 6
		SP:Iteration 56Q (8564.880000 sec): 3 clusters
  Score: Raw -784664.983711 + Penalty 2945.625532 = -781719.358179
  nChanged 9
		SP:Iteration 57Q (8565.080000 sec): 3 clusters
  Score: Raw -784666.009502 + Penalty 2945.625532 = -781720.383970
  nChanged 6
		SP:Iteration 58Q (8565.370000 sec): 3 clusters
  Score: Raw -784666.860448 + Penalty 2945.625532 = -781721.234916
  nChanged 4
		SP:Iteration 59Q (8565.570000 sec): 3 clusters
  Score: Raw -784667.376036 + Penalty 2945.625532 = -781721.750503
  nChanged 3
		SP:Iteration 60F (8565.790000 sec): 3 clusters
  Score: Raw -784667.799814 + Penalty 2945.625532 = -781722.174281
  nChanged 3
		SP:Iteration 61Q (8566.000000 sec): 3 clusters
  Score: Raw -784668.246917 + Penalty 2945.625532 = -781722.621385
  nChanged 5
		SP:Iteration 62Q (8566.230000 sec): 3 clusters
  Score: Raw -784668.907884 + Penalty 2945.625532 = -781723.282351
  nChanged 6
		SP:Iteration 63Q (8566.460000 sec): 3 clusters
  Score: Raw -784669.700549 + Penalty 2945.625532 = -781724.075017
  nChanged 11
		SP:Iteration 64Q (8566.670000 sec): 3 clusters
  Score: Raw -784671.615297 + Penalty 2945.625532 = -781725.989765
  nChanged 10
		SP:Iteration 65Q (8566.850000 sec): 3 clusters
  Score: Raw -784672.872751 + Penalty 2945.625532 = -781727.247218
  nChanged 8
		SP:Iteration 66Q (8567.080000 sec): 3 clusters
  Score: Raw -784673.882488 + Penalty 2945.625532 = -781728.256955
  nChanged 7
		SP:Iteration 67Q (8567.320000 sec): 3 clusters
  Score: Raw -784674.768809 + Penalty 2945.625532 = -781729.143277
  nChanged 9
		SP:Iteration 68Q (8567.540000 sec): 3 clusters
  Score: Raw -784675.851071 + Penalty 2945.625532 = -781730.225539
  nChanged 5
		SP:Iteration 69Q (8567.790000 sec): 3 clusters
  Score: Raw -784676.457412 + Penalty 2945.625532 = -781730.831880
  nChanged 3
		SP:Iteration 70Q (8568.030000 sec): 3 clusters
  Score: Raw -784676.719118 + Penalty 2945.625532 = -781731.093586
  nChanged 4
		SP:Iteration 71Q (8568.220000 sec): 3 clusters
  Score: Raw -784677.146910 + Penalty 2945.625532 = -781731.521378
  nChanged 5
		SP:Iteration 72Q (8568.470000 sec): 3 clusters
  Score: Raw -784677.950943 + Penalty 2945.625532 = -781732.325411
  nChanged 5
		SP:Iteration 73Q (8568.720000 sec): 3 clusters
  Score: Raw -784678.442890 + Penalty 2945.625532 = -781732.817358
  nChanged 6
		SP:Iteration 74Q (8568.960000 sec): 3 clusters
  Score: Raw -784679.133905 + Penalty 2945.625532 = -781733.508373
  nChanged 8
		SP:Iteration 75Q (8569.150000 sec): 3 clusters
  Score: Raw -784679.976235 + Penalty 2945.625532 = -781734.350702
  nChanged 6
		SP:Iteration 76Q (8569.360000 sec): 3 clusters
  Score: Raw -784680.724753 + Penalty 2945.625532 = -781735.099221
  nChanged 8
		SP:Iteration 77Q (8569.620000 sec): 3 clusters
  Score: Raw -784681.538642 + Penalty 2945.625532 = -781735.913110
  nChanged 6
		SP:Iteration 78Q (8569.850000 sec): 3 clusters
  Score: Raw -784682.383341 + Penalty 2945.625532 = -781736.757808
  nChanged 6
		SP:Iteration 79Q (8570.090000 sec): 3 clusters
  Score: Raw -784683.199708 + Penalty 2945.625532 = -781737.574175
  nChanged 9
		SP:Iteration 80F (8570.260000 sec): 3 clusters
  Score: Raw -784684.225583 + Penalty 2945.625532 = -781738.600051
  nChanged 8
		SP:Iteration 81Q (8570.550000 sec): 3 clusters
  Score: Raw -784685.297729 + Penalty 2945.625532 = -781739.672196
  nChanged 7
		SP:Iteration 82Q (8570.870000 sec): 3 clusters
  Score: Raw -784686.189611 + Penalty 2945.625532 = -781740.564079
  nChanged 5
		SP:Iteration 83Q (8571.110000 sec): 3 clusters
  Score: Raw -784687.105691 + Penalty 2945.625532 = -781741.480159
  nChanged 10
		SP:Iteration 84Q (8571.380000 sec): 3 clusters
  Score: Raw -784688.212282 + Penalty 2945.625532 = -781742.586750
  nChanged 4
		SP:Iteration 85Q (8571.550000 sec): 3 clusters
  Score: Raw -784688.769294 + Penalty 2945.625532 = -781743.143761
  nChanged 5
		SP:Iteration 86Q (8571.730000 sec): 3 clusters
  Score: Raw -784689.359738 + Penalty 2945.625532 = -781743.734206
  nChanged 6
		SP:Iteration 87Q (8571.900000 sec): 3 clusters
  Score: Raw -784690.167986 + Penalty 2945.625532 = -781744.542454
  nChanged 4
		SP:Iteration 88Q (8572.100000 sec): 3 clusters
  Score: Raw -784690.608911 + Penalty 2945.625532 = -781744.983379
  nChanged 4
		SP:Iteration 89Q (8572.320000 sec): 3 clusters
  Score: Raw -784691.197288 + Penalty 2945.625532 = -781745.571755
  nChanged 2
		SP:Iteration 90Q (8572.510000 sec): 3 clusters
  Score: Raw -784691.465545 + Penalty 2945.625532 = -781745.840013
  nChanged 1
		SP:Iteration 91Q (8572.800000 sec): 3 clusters
  Score: Raw -784691.595795 + Penalty 2945.625532 = -781745.970263
  nChanged 1
		SP:Iteration 92Q (8573.030000 sec): 3 clusters
  Score: Raw -784691.793170 + Penalty 2945.625532 = -781746.167638
  nChanged 2
		SP:Iteration 93Q (8573.220000 sec): 3 clusters
  Score: Raw -784692.038603 + Penalty 2945.625532 = -781746.413070
  nChanged 4
		SP:Iteration 94Q (8573.450000 sec): 3 clusters
  Score: Raw -784692.425082 + Penalty 2945.625532 = -781746.799550
  nChanged 6
		SP:Iteration 95Q (8573.690000 sec): 3 clusters
  Score: Raw -784693.113553 + Penalty 2945.625532 = -781747.488021
  nChanged 12
		SP:Iteration 96Q (8573.860000 sec): 3 clusters
  Score: Raw -784694.683644 + Penalty 2945.625532 = -781749.058112
  nChanged 7
		SP:Iteration 97Q (8574.070000 sec): 3 clusters
  Score: Raw -784695.673214 + Penalty 2945.625532 = -781750.047682
  nChanged 13
		SP:Iteration 98Q (8574.230000 sec): 3 clusters
  Score: Raw -784698.293724 + Penalty 2945.625532 = -781752.668192
  nChanged 18
		SP:Iteration 99Q (8574.390000 sec): 3 clusters
  Score: Raw -784701.970143 + Penalty 2945.625532 = -781756.344611
  nChanged 24
		SP:Iteration 100F (8574.630000 sec): 3 clusters
  Score: Raw -784706.010975 + Penalty 2945.625532 = -781760.385443
  nChanged 21
		SP:Iteration 101Q (8574.920000 sec): 3 clusters
  Score: Raw -784710.252714 + Penalty 2945.625532 = -781764.627181
  nChanged 30
		SP:Iteration 102Q (8575.160000 sec): 3 clusters
  Score: Raw -784716.051118 + Penalty 2945.625532 = -781770.425586
  nChanged 21
		SP:Iteration 103Q (8575.310000 sec): 3 clusters
  Score: Raw -784720.237806 + Penalty 2945.625532 = -781774.612274
  nChanged 28
		SP:Iteration 104Q (8575.570000 sec): 3 clusters
  Score: Raw -784725.911450 + Penalty 2945.625532 = -781780.285918
  nChanged 30
		SP:Iteration 105Q (8575.820000 sec): 3 clusters
  Score: Raw -784731.129043 + Penalty 2945.625532 = -781785.503511
  nChanged 24
		SP:Iteration 106Q (8575.980000 sec): 3 clusters
  Score: Raw -784735.219857 + Penalty 2945.625532 = -781789.594324
  nChanged 25
		SP:Iteration 107Q (8576.180000 sec): 3 clusters
  Score: Raw -784739.261903 + Penalty 2945.625532 = -781793.636371
  nChanged 24
		SP:Iteration 108Q (8576.450000 sec): 3 clusters
  Score: Raw -784743.104010 + Penalty 2945.625532 = -781797.478478
  nChanged 25
		SP:Iteration 109Q (8576.660000 sec): 3 clusters
  Score: Raw -784748.523912 + Penalty 2945.625532 = -781802.898380
  nChanged 25
		SP:Iteration 110Q (8576.880000 sec): 3 clusters
  Score: Raw -784753.075164 + Penalty 2945.625532 = -781807.449632
  nChanged 20
		SP:Iteration 111Q (8577.130000 sec): 3 clusters
  Score: Raw -784756.737836 + Penalty 2945.625532 = -781811.112303
  nChanged 24
		SP:Iteration 112Q (8577.350000 sec): 3 clusters
  Score: Raw -784761.158746 + Penalty 2945.625532 = -781815.533213
  nChanged 20
		SP:Iteration 113Q (8577.570000 sec): 3 clusters
  Score: Raw -784763.965916 + Penalty 2945.625532 = -781818.340384
  nChanged 11
		SP:Iteration 114Q (8577.720000 sec): 3 clusters
  Score: Raw -784765.655434 + Penalty 2945.625532 = -781820.029902
  nChanged 11
		SP:Iteration 115Q (8578.010000 sec): 3 clusters
  Score: Raw -784767.030053 + Penalty 2945.625532 = -781821.404520
  nChanged 9
		SP:Iteration 116Q (8578.260000 sec): 3 clusters
  Score: Raw -784768.121516 + Penalty 2945.625532 = -781822.495984
  nChanged 8
		SP:Iteration 117Q (8578.480000 sec): 3 clusters
  Score: Raw -784769.478479 + Penalty 2945.625532 = -781823.852947
  nChanged 9
		SP:Iteration 118Q (8578.700000 sec): 3 clusters
  Score: Raw -784770.645896 + Penalty 2945.625532 = -781825.020364
  nChanged 9
		SP:Iteration 119Q (8578.940000 sec): 3 clusters
  Score: Raw -784771.742986 + Penalty 2945.625532 = -781826.117454
  nChanged 7
		SP:Iteration 120F (8579.170000 sec): 3 clusters
  Score: Raw -784772.630078 + Penalty 2945.625532 = -781827.004546
  nChanged 9
		SP:Iteration 121Q (8579.440000 sec): 3 clusters
  Score: Raw -784774.002222 + Penalty 2945.625532 = -781828.376690
  nChanged 8
		SP:Iteration 122Q (8579.710000 sec): 3 clusters
  Score: Raw -784774.815672 + Penalty 2945.625532 = -781829.190139
  nChanged 4
		SP:Iteration 123Q (8579.900000 sec): 3 clusters
  Score: Raw -784775.200296 + Penalty 2945.625532 = -781829.574764
  nChanged 3
		SP:Iteration 124Q (8580.160000 sec): 3 clusters
  Score: Raw -784775.507845 + Penalty 2945.625532 = -781829.882312
  nChanged 4
		SP:Iteration 125Q (8580.350000 sec): 3 clusters
  Score: Raw -784775.930995 + Penalty 2945.625532 = -781830.305463
  nChanged 2
		SP:Iteration 126Q (8580.550000 sec): 3 clusters
  Score: Raw -784776.096718 + Penalty 2945.625532 = -781830.471186
  nChanged 1
		SP:Iteration 127Q (8580.750000 sec): 3 clusters
  Score: Raw -784776.196517 + Penalty 2945.625532 = -781830.570985
  nChanged 2
		SP:Iteration 128Q (8580.930000 sec): 3 clusters
  Score: Raw -784776.411332 + Penalty 2945.625532 = -781830.785799
  nChanged 2
		SP:Iteration 129Q (8581.190000 sec): 3 clusters
  Score: Raw -784776.616806 + Penalty 2945.625532 = -781830.991274
  nChanged 3
		SP:Iteration 130Q (8581.380000 sec): 3 clusters
  Score: Raw -784776.990579 + Penalty 2945.625532 = -781831.365047
  nChanged 4
		SP:Iteration 131Q (8581.610000 sec): 3 clusters
  Score: Raw -784777.519851 + Penalty 2945.625532 = -781831.894319
  nChanged 7
		SP:Iteration 132Q (8581.820000 sec): 3 clusters
  Score: Raw -784778.532098 + Penalty 2945.625532 = -781832.906566
  nChanged 8
		SP:Iteration 133Q (8582.040000 sec): 3 clusters
  Score: Raw -784779.777278 + Penalty 2945.625532 = -781834.151746
  nChanged 14
		SP:Iteration 134Q (8582.250000 sec): 3 clusters
  Score: Raw -784782.107711 + Penalty 2945.625532 = -781836.482179
  nChanged 17
		SP:Iteration 135Q (8582.430000 sec): 3 clusters
  Score: Raw -784785.248302 + Penalty 2945.625532 = -781839.622770
  nChanged 12
		SP:Iteration 136Q (8582.660000 sec): 3 clusters
  Score: Raw -784787.205820 + Penalty 2945.625532 = -781841.580288
  nChanged 19
		SP:Iteration 137Q (8582.880000 sec): 3 clusters
  Score: Raw -784790.732954 + Penalty 2945.625532 = -781845.107422
  nChanged 16
		SP:Iteration 138Q (8583.100000 sec): 3 clusters
  Score: Raw -784793.712301 + Penalty 2945.625532 = -781848.086769
  nChanged 15
		SP:Iteration 139Q (8583.280000 sec): 3 clusters
  Score: Raw -784796.517843 + Penalty 2945.625532 = -781850.892311
  nChanged 21
		SP:Iteration 140F (8583.490000 sec): 3 clusters
  Score: Raw -784801.309853 + Penalty 2945.625532 = -781855.684321
  nChanged 22
		SP:Iteration 141Q (8583.660000 sec): 3 clusters
  Score: Raw -784806.614946 + Penalty 2945.625532 = -781860.989413
  nChanged 22
		SP:Iteration 142Q (8583.830000 sec): 3 clusters
  Score: Raw -784811.659865 + Penalty 2945.625532 = -781866.034333
  nChanged 25
		SP:Iteration 143Q (8584.010000 sec): 3 clusters
  Score: Raw -784818.285265 + Penalty 2945.625532 = -781872.659733
  nChanged 26
		SP:Iteration 144Q (8584.180000 sec): 3 clusters
  Score: Raw -784823.489294 + Penalty 2945.625532 = -781877.863761
  nChanged 23
		SP:Iteration 145Q (8584.380000 sec): 3 clusters
  Score: Raw -784828.389357 + Penalty 2945.625532 = -781882.763825
  nChanged 23
		SP:Iteration 146Q (8584.600000 sec): 3 clusters
  Score: Raw -784833.317127 + Penalty 2945.625532 = -781887.691595
  nChanged 25
		SP:Iteration 147Q (8584.770000 sec): 3 clusters
  Score: Raw -784839.431955 + Penalty 2945.625532 = -781893.806423
  nChanged 37
		SP:Iteration 148Q (8584.940000 sec): 3 clusters
  Score: Raw -784849.575003 + Penalty 2945.625532 = -781903.949471
  nChanged 39
		SP:Iteration 149Q (8585.120000 sec): 3 clusters
  Score: Raw -784859.146517 + Penalty 2945.625532 = -781913.520985
  nChanged 30
		SP:Iteration 150Q (8585.290000 sec): 3 clusters
  Score: Raw -784865.969482 + Penalty 2945.625532 = -781920.343950
  nChanged 29
		SP:Iteration 151Q (8585.460000 sec): 3 clusters
  Score: Raw -784872.084241 + Penalty 2945.625532 = -781926.458709
  nChanged 27
		SP:Iteration 152Q (8585.640000 sec): 3 clusters
  Score: Raw -784877.677976 + Penalty 2945.625532 = -781932.052444
  nChanged 17
		SP:Iteration 153Q (8585.810000 sec): 3 clusters
  Score: Raw -784881.552312 + Penalty 2945.625532 = -781935.926780
  nChanged 17
		SP:Iteration 154Q (8585.990000 sec): 3 clusters
  Score: Raw -784884.391759 + Penalty 2945.625532 = -781938.766227
  nChanged 8
		SP:Iteration 155Q (8586.170000 sec): 3 clusters
  Score: Raw -784885.553042 + Penalty 2945.625532 = -781939.927510
  nChanged 5
		SP:Iteration 156Q (8586.340000 sec): 3 clusters
  Score: Raw -784886.119527 + Penalty 2945.625532 = -781940.493995
  nChanged 4
		SP:Iteration 157Q (8586.520000 sec): 3 clusters
  Score: Raw -784886.630154 + Penalty 2945.625532 = -781941.004622
  nChanged 4
		SP:Iteration 158Q (8586.690000 sec): 3 clusters
  Score: Raw -784887.337197 + Penalty 2945.625532 = -781941.711665
  nChanged 7
		SP:Iteration 159Q (8586.870000 sec): 3 clusters
  Score: Raw -784888.636087 + Penalty 2945.625532 = -781943.010555
  nChanged 7
		SP:Iteration 160F (8587.130000 sec): 3 clusters
  Score: Raw -784889.933842 + Penalty 2945.625532 = -781944.308310
  nChanged 6
		SP:Iteration 161Q (8587.360000 sec): 3 clusters
  Score: Raw -784890.748891 + Penalty 2945.625532 = -781945.123359
  nChanged 4
		SP:Iteration 162Q (8587.660000 sec): 3 clusters
  Score: Raw -784891.189270 + Penalty 2945.625532 = -781945.563738
  nChanged 1
		SP:Iteration 163Q (8587.910000 sec): 3 clusters
  Score: Raw -784891.375137 + Penalty 2945.625532 = -781945.749605
  nChanged 1
		SP:Iteration 164Q (8588.170000 sec): 3 clusters
  Score: Raw -784891.494404 + Penalty 2945.625532 = -781945.868872
  nChanged 2
		SP:Iteration 165Q (8588.400000 sec): 3 clusters
  Score: Raw -784891.797660 + Penalty 2945.625532 = -781946.172128
  nChanged 2
		SP:Iteration 166Q (8588.640000 sec): 3 clusters
  Score: Raw -784892.164040 + Penalty 2945.625532 = -781946.538508
  nChanged 1
		SP:Iteration 167Q (8588.840000 sec): 3 clusters
  Score: Raw -784892.278459 + Penalty 2945.625532 = -781946.652926
  nChanged 1
		SP:Iteration 168Q (8589.080000 sec): 3 clusters
  Score: Raw -784892.374399 + Penalty 2945.625532 = -781946.748866
  nChanged 0
		SP:Iteration 169F (8589.300000 sec): 3 clusters
  Score: Raw -784892.374399 + Penalty 2945.625532 = -781946.748866
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 27 (2867 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8589.400000 sec): 2 clusters
  Score: Raw -268049.934803 + Penalty 1293.665988 = -266756.268815
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8589.600000 sec): 3 clusters
  Score: Raw -266692.529522 + Penalty 2587.331976 = -264105.197545
  nChanged 1092
		SP:Iteration 1F (8589.820000 sec): 3 clusters
  Score: Raw -267314.556689 + Penalty 2587.331976 = -264727.224712
  nChanged 224
		SP:Iteration 2F (8590.010000 sec): 3 clusters
  Score: Raw -267450.137917 + Penalty 2587.331976 = -264862.805941
  nChanged 138
		SP:Iteration 3Q (8590.190000 sec): 3 clusters
  Score: Raw -267535.692883 + Penalty 2587.331976 = -264948.360907
  nChanged 105
		SP:Iteration 4Q (8590.360000 sec): 3 clusters
  Score: Raw -267599.433715 + Penalty 2587.331976 = -265012.101739
  nChanged 86
		SP:Iteration 5Q (8590.560000 sec): 3 clusters
  Score: Raw -267653.458081 + Penalty 2587.331976 = -265066.126105
  nChanged 69
		SP:Iteration 6Q (8590.750000 sec): 3 clusters
  Score: Raw -267690.033220 + Penalty 2587.331976 = -265102.701244
  nChanged 55
		SP:Iteration 7Q (8590.900000 sec): 3 clusters
  Score: Raw -267717.123924 + Penalty 2587.331976 = -265129.791948
  nChanged 46
		SP:Iteration 8Q (8591.100000 sec): 3 clusters
  Score: Raw -267740.073973 + Penalty 2587.331976 = -265152.741996
  nChanged 39
		SP:Iteration 9Q (8591.320000 sec): 3 clusters
  Score: Raw -267759.451814 + Penalty 2587.331976 = -265172.119838
  nChanged 37
		SP:Iteration 10Q (8591.480000 sec): 3 clusters
  Score: Raw -267777.783093 + Penalty 2587.331976 = -265190.451116
  nChanged 33
		SP:Iteration 11Q (8591.680000 sec): 3 clusters
  Score: Raw -267792.983462 + Penalty 2587.331976 = -265205.651486
  nChanged 32
		SP:Iteration 12Q (8591.930000 sec): 3 clusters
  Score: Raw -267809.702226 + Penalty 2587.331976 = -265222.370250
  nChanged 33
		SP:Iteration 13Q (8592.060000 sec): 3 clusters
  Score: Raw -267826.702839 + Penalty 2587.331976 = -265239.370863
  nChanged 37
		SP:Iteration 14Q (8592.270000 sec): 3 clusters
  Score: Raw -267846.982231 + Penalty 2587.331976 = -265259.650254
  nChanged 40
		SP:Iteration 15Q (8592.440000 sec): 3 clusters
  Score: Raw -267870.990619 + Penalty 2587.331976 = -265283.658643
  nChanged 39
		SP:Iteration 16Q (8592.660000 sec): 3 clusters
  Score: Raw -267894.775917 + Penalty 2587.331976 = -265307.443940
  nChanged 40
		SP:Iteration 17Q (8592.840000 sec): 3 clusters
  Score: Raw -267917.821384 + Penalty 2587.331976 = -265330.489408
  nChanged 27
		SP:Iteration 18Q (8593.060000 sec): 3 clusters
  Score: Raw -267934.870241 + Penalty 2587.331976 = -265347.538265
  nChanged 32
		SP:Iteration 19Q (8593.250000 sec): 3 clusters
  Score: Raw -267959.253280 + Penalty 2587.331976 = -265371.921304
  nChanged 32
		SP:Iteration 20F (8593.410000 sec): 3 clusters
  Score: Raw -267977.812369 + Penalty 2587.331976 = -265390.480392
  nChanged 26
		SP:Iteration 21Q (8593.580000 sec): 3 clusters
  Score: Raw -267991.055257 + Penalty 2587.331976 = -265403.723280
  nChanged 17
		SP:Iteration 22Q (8593.770000 sec): 3 clusters
  Score: Raw -267998.324036 + Penalty 2587.331976 = -265410.992060
  nChanged 19
		SP:Iteration 23Q (8593.940000 sec): 3 clusters
  Score: Raw -268008.156702 + Penalty 2587.331976 = -265420.824726
  nChanged 18
		SP:Iteration 24Q (8594.080000 sec): 3 clusters
  Score: Raw -268020.439811 + Penalty 2587.331976 = -265433.107834
  nChanged 13
		SP:Iteration 25Q (8594.220000 sec): 3 clusters
  Score: Raw -268030.019503 + Penalty 2587.331976 = -265442.687526
  nChanged 18
		SP:Iteration 26Q (8594.410000 sec): 3 clusters
  Score: Raw -268040.374144 + Penalty 2587.331976 = -265453.042167
  nChanged 16
		SP:Iteration 27Q (8594.550000 sec): 3 clusters
  Score: Raw -268047.735966 + Penalty 2587.331976 = -265460.403989
  nChanged 12
		SP:Iteration 28Q (8594.690000 sec): 3 clusters
  Score: Raw -268054.861685 + Penalty 2587.331976 = -265467.529708
  nChanged 18
		SP:Iteration 29Q (8594.840000 sec): 3 clusters
  Score: Raw -268066.638352 + Penalty 2587.331976 = -265479.306375
  nChanged 24
		SP:Iteration 30Q (8594.980000 sec): 3 clusters
  Score: Raw -268088.751523 + Penalty 2587.331976 = -265501.419546
  nChanged 20
		SP:Iteration 31Q (8595.120000 sec): 3 clusters
  Score: Raw -268099.039371 + Penalty 2587.331976 = -265511.707394
  nChanged 10
		SP:Iteration 32Q (8595.300000 sec): 3 clusters
  Score: Raw -268105.670121 + Penalty 2587.331976 = -265518.338144
  nChanged 10
		SP:Iteration 33Q (8595.450000 sec): 3 clusters
  Score: Raw -268112.962611 + Penalty 2587.331976 = -265525.630635
  nChanged 10
		SP:Iteration 34Q (8595.630000 sec): 3 clusters
  Score: Raw -268121.241568 + Penalty 2587.331976 = -265533.909592
  nChanged 11
		SP:Iteration 35Q (8595.810000 sec): 3 clusters
  Score: Raw -268126.980987 + Penalty 2587.331976 = -265539.649011
  nChanged 10
		SP:Iteration 36Q (8596.000000 sec): 3 clusters
  Score: Raw -268131.174804 + Penalty 2587.331976 = -265543.842827
  nChanged 5
		SP:Iteration 37Q (8596.200000 sec): 3 clusters
  Score: Raw -268132.955685 + Penalty 2587.331976 = -265545.623709
  nChanged 3
		SP:Iteration 38Q (8596.370000 sec): 3 clusters
  Score: Raw -268134.616322 + Penalty 2587.331976 = -265547.284345
  nChanged 3
		SP:Iteration 39Q (8596.530000 sec): 3 clusters
  Score: Raw -268136.936886 + Penalty 2587.331976 = -265549.604910
  nChanged 5
		SP:Iteration 40F (8596.710000 sec): 3 clusters
  Score: Raw -268141.252328 + Penalty 2587.331976 = -265553.920352
  nChanged 5
		SP:Iteration 41Q (8596.900000 sec): 3 clusters
  Score: Raw -268143.830127 + Penalty 2587.331976 = -265556.498150
  nChanged 2
		SP:Iteration 42Q (8597.090000 sec): 3 clusters
  Score: Raw -268144.245770 + Penalty 2587.331976 = -265556.913794
  nChanged 1
		SP:Iteration 43Q (8597.240000 sec): 3 clusters
  Score: Raw -268144.609230 + Penalty 2587.331976 = -265557.277253
  nChanged 1
		SP:Iteration 44Q (8597.430000 sec): 3 clusters
  Score: Raw -268145.073137 + Penalty 2587.331976 = -265557.741161
  nChanged 2
		SP:Iteration 45Q (8597.590000 sec): 3 clusters
  Score: Raw -268145.934360 + Penalty 2587.331976 = -265558.602383
  nChanged 0
		SP:Iteration 46F (8597.770000 sec): 3 clusters
  Score: Raw -268145.934360 + Penalty 2587.331976 = -265558.602383
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 28 (1121 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8597.870000 sec): 2 clusters
  Score: Raw -84121.717977 + Penalty 1141.071169 = -82980.646809
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8598.110000 sec): 3 clusters
  Score: Raw -83757.998411 + Penalty 2282.142337 = -81475.856074
  nChanged 348
		SP:Iteration 1F (8598.310000 sec): 3 clusters
  Score: Raw -84142.103470 + Penalty 2282.142337 = -81859.961132
  nChanged 105
		SP:Iteration 2F (8598.560000 sec): 3 clusters
  Score: Raw -84310.221940 + Penalty 2282.142337 = -82028.079602
  nChanged 72
		SP:Iteration 3F (8598.740000 sec): 3 clusters
  Score: Raw -84449.045898 + Penalty 2282.142337 = -82166.903561
  nChanged 62
		SP:Iteration 4F (8598.970000 sec): 3 clusters
  Score: Raw -84546.228226 + Penalty 2282.142337 = -82264.085888
  nChanged 36
		SP:Iteration 5Q (8599.100000 sec): 3 clusters
  Score: Raw -84596.421268 + Penalty 2282.142337 = -82314.278931
  nChanged 32
		SP:Iteration 6Q (8599.280000 sec): 3 clusters
  Score: Raw -84644.117837 + Penalty 2282.142337 = -82361.975499
  nChanged 26
		SP:Iteration 7Q (8599.450000 sec): 3 clusters
  Score: Raw -84673.845731 + Penalty 2282.142337 = -82391.703393
  nChanged 12
		SP:Iteration 8Q (8599.630000 sec): 3 clusters
  Score: Raw -84685.952548 + Penalty 2282.142337 = -82403.810210
  nChanged 9
		SP:Iteration 9Q (8599.840000 sec): 3 clusters
  Score: Raw -84692.269917 + Penalty 2282.142337 = -82410.127580
  nChanged 8
		SP:Iteration 10Q (8600.030000 sec): 3 clusters
  Score: Raw -84700.263564 + Penalty 2282.142337 = -82418.121227
  nChanged 5
		SP:Iteration 11Q (8600.240000 sec): 3 clusters
  Score: Raw -84703.629997 + Penalty 2282.142337 = -82421.487659
  nChanged 2
		SP:Iteration 12Q (8600.390000 sec): 3 clusters
  Score: Raw -84707.931422 + Penalty 2282.142337 = -82425.789084
  nChanged 1
		SP:Iteration 13Q (8600.580000 sec): 3 clusters
  Score: Raw -84708.446123 + Penalty 2282.142337 = -82426.303786
  nChanged 0
		SP:Iteration 14F (8600.850000 sec): 3 clusters
  Score: Raw -84708.446123 + Penalty 2282.142337 = -82426.303786
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 29 (3659 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8600.920000 sec): 2 clusters
  Score: Raw -337001.051867 + Penalty 1333.303589 = -335667.748278
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8601.180000 sec): 3 clusters
  Score: Raw -335194.211011 + Penalty 2666.607179 = -332527.603832
  nChanged 1401
		SP:Iteration 1F (8601.370000 sec): 3 clusters
  Score: Raw -335972.021006 + Penalty 2666.607179 = -333305.413827
  nChanged 287
		SP:Iteration 2F (8601.530000 sec): 3 clusters
  Score: Raw -336172.108254 + Penalty 2666.607179 = -333505.501075
  nChanged 196
		SP:Iteration 3F (8601.780000 sec): 3 clusters
  Score: Raw -336296.014244 + Penalty 2666.607179 = -333629.407065
  nChanged 185
		SP:Iteration 4F (8601.920000 sec): 3 clusters
  Score: Raw -336408.479730 + Penalty 2666.607179 = -333741.872552
  nChanged 160
		SP:Iteration 5Q (8602.090000 sec): 3 clusters
  Score: Raw -336512.213424 + Penalty 2666.607179 = -333845.606245
  nChanged 161
		SP:Iteration 6Q (8602.290000 sec): 3 clusters
  Score: Raw -336653.322391 + Penalty 2666.607179 = -333986.715212
  nChanged 203
		SP:Iteration 7F (8602.460000 sec): 3 clusters
  Score: Raw -336840.704378 + Penalty 2666.607179 = -334174.097200
  nChanged 187
		SP:Iteration 8F (8602.620000 sec): 3 clusters
  Score: Raw -336987.351073 + Penalty 2666.607179 = -334320.743894
  nChanged 145
		SP:Iteration 9Q (8602.810000 sec): 3 clusters
  Score: Raw -337085.423379 + Penalty 2666.607179 = -334418.816200
  nChanged 111
		SP:Iteration 10Q (8603.030000 sec): 3 clusters
  Score: Raw -337157.559342 + Penalty 2666.607179 = -334490.952163
  nChanged 87
		SP:Iteration 11Q (8603.220000 sec): 3 clusters
  Score: Raw -337205.505966 + Penalty 2666.607179 = -334538.898788
  nChanged 60
		SP:Iteration 12Q (8603.370000 sec): 3 clusters
  Score: Raw -337239.187776 + Penalty 2666.607179 = -334572.580598
  nChanged 47
		SP:Iteration 13Q (8603.590000 sec): 3 clusters
  Score: Raw -337259.502233 + Penalty 2666.607179 = -334592.895054
  nChanged 33
		SP:Iteration 14Q (8603.740000 sec): 3 clusters
  Score: Raw -337273.875792 + Penalty 2666.607179 = -334607.268614
  nChanged 22
		SP:Iteration 15Q (8603.950000 sec): 3 clusters
  Score: Raw -337282.010153 + Penalty 2666.607179 = -334615.402974
  nChanged 15
		SP:Iteration 16Q (8604.170000 sec): 3 clusters
  Score: Raw -337286.929382 + Penalty 2666.607179 = -334620.322204
  nChanged 15
		SP:Iteration 17Q (8604.400000 sec): 3 clusters
  Score: Raw -337292.673711 + Penalty 2666.607179 = -334626.066532
  nChanged 13
		SP:Iteration 18Q (8604.610000 sec): 3 clusters
  Score: Raw -337297.850319 + Penalty 2666.607179 = -334631.243140
  nChanged 14
		SP:Iteration 19Q (8604.770000 sec): 3 clusters
  Score: Raw -337303.631571 + Penalty 2666.607179 = -334637.024392
  nChanged 17
		SP:Iteration 20F (8604.950000 sec): 3 clusters
  Score: Raw -337309.550815 + Penalty 2666.607179 = -334642.943636
  nChanged 13
		SP:Iteration 21Q (8605.140000 sec): 3 clusters
  Score: Raw -337314.014794 + Penalty 2666.607179 = -334647.407615
  nChanged 14
		SP:Iteration 22Q (8605.340000 sec): 3 clusters
  Score: Raw -337320.748704 + Penalty 2666.607179 = -334654.141525
  nChanged 12
		SP:Iteration 23Q (8605.500000 sec): 3 clusters
  Score: Raw -337325.462504 + Penalty 2666.607179 = -334658.855325
  nChanged 16
		SP:Iteration 24Q (8605.680000 sec): 3 clusters
  Score: Raw -337331.007410 + Penalty 2666.607179 = -334664.400232
  nChanged 6
		SP:Iteration 25Q (8605.890000 sec): 3 clusters
  Score: Raw -337332.346213 + Penalty 2666.607179 = -334665.739034
  nChanged 3
		SP:Iteration 26Q (8606.080000 sec): 3 clusters
  Score: Raw -337333.345304 + Penalty 2666.607179 = -334666.738126
  nChanged 3
		SP:Iteration 27Q (8606.270000 sec): 3 clusters
  Score: Raw -337334.337084 + Penalty 2666.607179 = -334667.729905
  nChanged 6
		SP:Iteration 28Q (8606.450000 sec): 3 clusters
  Score: Raw -337336.219645 + Penalty 2666.607179 = -334669.612467
  nChanged 6
		SP:Iteration 29Q (8606.650000 sec): 3 clusters
  Score: Raw -337337.719579 + Penalty 2666.607179 = -334671.112400
  nChanged 3
		SP:Iteration 30Q (8606.890000 sec): 3 clusters
  Score: Raw -337338.539218 + Penalty 2666.607179 = -334671.932039
  nChanged 6
		SP:Iteration 31Q (8607.050000 sec): 3 clusters
  Score: Raw -337340.940260 + Penalty 2666.607179 = -334674.333082
  nChanged 9
		SP:Iteration 32Q (8607.260000 sec): 3 clusters
  Score: Raw -337342.927977 + Penalty 2666.607179 = -334676.320798
  nChanged 5
		SP:Iteration 33Q (8607.470000 sec): 3 clusters
  Score: Raw -337343.878826 + Penalty 2666.607179 = -334677.271648
  nChanged 3
		SP:Iteration 34Q (8607.640000 sec): 3 clusters
  Score: Raw -337344.856749 + Penalty 2666.607179 = -334678.249571
  nChanged 3
		SP:Iteration 35Q (8607.890000 sec): 3 clusters
  Score: Raw -337345.998490 + Penalty 2666.607179 = -334679.391312
  nChanged 3
		SP:Iteration 36Q (8608.060000 sec): 3 clusters
  Score: Raw -337347.235278 + Penalty 2666.607179 = -334680.628099
  nChanged 5
		SP:Iteration 37Q (8608.290000 sec): 3 clusters
  Score: Raw -337348.400721 + Penalty 2666.607179 = -334681.793543
  nChanged 2
		SP:Iteration 38Q (8608.490000 sec): 3 clusters
  Score: Raw -337348.751254 + Penalty 2666.607179 = -334682.144076
  nChanged 1
		SP:Iteration 39Q (8608.690000 sec): 3 clusters
  Score: Raw -337349.259269 + Penalty 2666.607179 = -334682.652091
  nChanged 1
		SP:Iteration 40F (8608.900000 sec): 3 clusters
  Score: Raw -337349.545941 + Penalty 2666.607179 = -334682.938763
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 30 (933 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8609.030000 sec): 2 clusters
  Score: Raw -66590.918488 + Penalty 1111.240845 = -65479.677643
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8609.200000 sec): 3 clusters
  Score: Raw -66354.086197 + Penalty 2222.481690 = -64131.604506
  nChanged 263
		SP:Iteration 1F (8609.350000 sec): 3 clusters
  Score: Raw -66742.442060 + Penalty 2222.481690 = -64519.960370
  nChanged 94
		SP:Iteration 2F (8609.550000 sec): 3 clusters
  Score: Raw -66953.166970 + Penalty 2222.481690 = -64730.685280
  nChanged 70
		SP:Iteration 3F (8609.700000 sec): 3 clusters
  Score: Raw -67139.556765 + Penalty 2222.481690 = -64917.075075
  nChanged 64
		SP:Iteration 4F (8609.930000 sec): 3 clusters
  Score: Raw -67301.373708 + Penalty 2222.481690 = -65078.892018
  nChanged 43
		SP:Iteration 5Q (8610.100000 sec): 3 clusters
  Score: Raw -67409.697118 + Penalty 2222.481690 = -65187.215427
  nChanged 29
		SP:Iteration 6Q (8610.310000 sec): 3 clusters
  Score: Raw -67485.720416 + Penalty 2222.481690 = -65263.238726
  nChanged 16
		SP:Iteration 7Q (8610.500000 sec): 3 clusters
  Score: Raw -67510.717184 + Penalty 2222.481690 = -65288.235494
  nChanged 6
		SP:Iteration 8Q (8610.690000 sec): 3 clusters
  Score: Raw -67515.442591 + Penalty 2222.481690 = -65292.960901
  nChanged 3
		SP:Iteration 9Q (8610.860000 sec): 3 clusters
  Score: Raw -67518.205222 + Penalty 2222.481690 = -65295.723531
  nChanged 3
		SP:Iteration 10Q (8611.050000 sec): 3 clusters
  Score: Raw -67521.416737 + Penalty 2222.481690 = -65298.935046
  nChanged 2
		SP:Iteration 11Q (8611.210000 sec): 3 clusters
  Score: Raw -67523.535112 + Penalty 2222.481690 = -65301.053422
  nChanged 1
		SP:Iteration 12Q (8611.420000 sec): 3 clusters
  Score: Raw -67523.693917 + Penalty 2222.481690 = -65301.212227
  nChanged 0
		SP:Iteration 13F (8611.590000 sec): 3 clusters
  Score: Raw -67523.693917 + Penalty 2222.481690 = -65301.212227
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 31 (107391 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8612.180000 sec): 2 clusters
  Score: Raw -9827922.340770 + Penalty 1882.437645 = -9826039.903126
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8613.000000 sec): 3 clusters
  Score: Raw -9758298.208545 + Penalty 3764.875289 = -9754533.333256
  nChanged 51281
		SP:Iteration 1F (8613.770000 sec): 3 clusters
  Score: Raw -9788304.705869 + Penalty 3764.875289 = -9784539.830580
  nChanged 3713
		SP:Iteration 2Q (8614.570000 sec): 3 clusters
  Score: Raw -9789333.127381 + Penalty 3764.875289 = -9785568.252092
  nChanged 3996
		SP:Iteration 3Q (8615.440000 sec): 3 clusters
  Score: Raw -9790735.701727 + Penalty 3764.875289 = -9786970.826437
  nChanged 4624
		SP:Iteration 4Q (8616.340000 sec): 3 clusters
  Score: Raw -9792789.627737 + Penalty 3764.875289 = -9789024.752448
  nChanged 5414
		SP:Iteration 5F (8617.080000 sec): 3 clusters
  Score: Raw -9796063.106216 + Penalty 3764.875289 = -9792298.230927
  nChanged 6457
		SP:Iteration 6F (8617.880000 sec): 3 clusters
  Score: Raw -9800862.267640 + Penalty 3764.875289 = -9797097.392351
  nChanged 7031
		SP:Iteration 7F (8618.680000 sec): 3 clusters
  Score: Raw -9806794.786283 + Penalty 3764.875289 = -9803029.910994
  nChanged 6851
		SP:Iteration 8F (8619.430000 sec): 3 clusters
  Score: Raw -9812817.871812 + Penalty 3764.875289 = -9809052.996523
  nChanged 6049
		SP:Iteration 9F (8620.080000 sec): 3 clusters
  Score: Raw -9818000.246297 + Penalty 3764.875289 = -9814235.371008
  nChanged 4760
		SP:Iteration 10Q (8620.900000 sec): 3 clusters
  Score: Raw -9821864.892712 + Penalty 3764.875289 = -9818100.017423
  nChanged 3643
		SP:Iteration 11Q (8621.560000 sec): 3 clusters
  Score: Raw -9824603.032362 + Penalty 3764.875289 = -9820838.157073
  nChanged 2624
		SP:Iteration 12Q (8622.270000 sec): 3 clusters
  Score: Raw -9826263.118864 + Penalty 3764.875289 = -9822498.243575
  nChanged 1862
		SP:Iteration 13Q (8623.000000 sec): 3 clusters
  Score: Raw -9827185.227218 + Penalty 3764.875289 = -9823420.351928
  nChanged 1245
		SP:Iteration 14Q (8623.730000 sec): 3 clusters
  Score: Raw -9827682.105888 + Penalty 3764.875289 = -9823917.230599
  nChanged 957
		SP:Iteration 15Q (8624.490000 sec): 3 clusters
  Score: Raw -9828001.733707 + Penalty 3764.875289 = -9824236.858418
  nChanged 670
		SP:Iteration 16Q (8625.160000 sec): 3 clusters
  Score: Raw -9828200.874605 + Penalty 3764.875289 = -9824435.999316
  nChanged 515
		SP:Iteration 17Q (8625.850000 sec): 3 clusters
  Score: Raw -9828332.841208 + Penalty 3764.875289 = -9824567.965919
  nChanged 397
		SP:Iteration 18Q (8626.510000 sec): 3 clusters
  Score: Raw -9828429.799267 + Penalty 3764.875289 = -9824664.923978
  nChanged 328
		SP:Iteration 19Q (8627.210000 sec): 3 clusters
  Score: Raw -9828505.613668 + Penalty 3764.875289 = -9824740.738379
  nChanged 277
		SP:Iteration 20F (8628.040000 sec): 3 clusters
  Score: Raw -9828562.147896 + Penalty 3764.875289 = -9824797.272607
  nChanged 203
		SP:Iteration 21Q (8628.730000 sec): 3 clusters
  Score: Raw -9828602.783369 + Penalty 3764.875289 = -9824837.908080
  nChanged 179
		SP:Iteration 22Q (8629.400000 sec): 3 clusters
  Score: Raw -9828636.551891 + Penalty 3764.875289 = -9824871.676602
  nChanged 170
		SP:Iteration 23Q (8630.050000 sec): 3 clusters
  Score: Raw -9828663.385451 + Penalty 3764.875289 = -9824898.510162
  nChanged 113
		SP:Iteration 24Q (8630.770000 sec): 3 clusters
  Score: Raw -9828680.424391 + Penalty 3764.875289 = -9824915.549102
  nChanged 98
		SP:Iteration 25Q (8631.440000 sec): 3 clusters
  Score: Raw -9828694.379631 + Penalty 3764.875289 = -9824929.504342
  nChanged 73
		SP:Iteration 26Q (8632.130000 sec): 3 clusters
  Score: Raw -9828703.387188 + Penalty 3764.875289 = -9824938.511899
  nChanged 60
		SP:Iteration 27Q (8632.760000 sec): 3 clusters
  Score: Raw -9828710.873142 + Penalty 3764.875289 = -9824945.997853
  nChanged 46
		SP:Iteration 28Q (8633.480000 sec): 3 clusters
  Score: Raw -9828715.305847 + Penalty 3764.875289 = -9824950.430558
  nChanged 42
		SP:Iteration 29Q (8634.240000 sec): 3 clusters
  Score: Raw -9828719.463747 + Penalty 3764.875289 = -9824954.588458
  nChanged 23
		SP:Iteration 30Q (8635.000000 sec): 3 clusters
  Score: Raw -9828721.359344 + Penalty 3764.875289 = -9824956.484055
  nChanged 19
		SP:Iteration 31Q (8635.730000 sec): 3 clusters
  Score: Raw -9828723.170208 + Penalty 3764.875289 = -9824958.294919
  nChanged 21
		SP:Iteration 32Q (8636.370000 sec): 3 clusters
  Score: Raw -9828725.424839 + Penalty 3764.875289 = -9824960.549550
  nChanged 29
		SP:Iteration 33Q (8637.090000 sec): 3 clusters
  Score: Raw -9828729.302536 + Penalty 3764.875289 = -9824964.427247
  nChanged 30
		SP:Iteration 34Q (8637.840000 sec): 3 clusters
  Score: Raw -9828733.352704 + Penalty 3764.875289 = -9824968.477415
  nChanged 33
		SP:Iteration 35Q (8638.610000 sec): 3 clusters
  Score: Raw -9828737.571483 + Penalty 3764.875289 = -9824972.696194
  nChanged 27
		SP:Iteration 36Q (8639.440000 sec): 3 clusters
  Score: Raw -9828740.742240 + Penalty 3764.875289 = -9824975.866951
  nChanged 22
		SP:Iteration 37Q (8640.250000 sec): 3 clusters
  Score: Raw -9828743.551799 + Penalty 3764.875289 = -9824978.676510
  nChanged 26
		SP:Iteration 38Q (8640.890000 sec): 3 clusters
  Score: Raw -9828746.773084 + Penalty 3764.875289 = -9824981.897795
  nChanged 19
		SP:Iteration 39Q (8641.480000 sec): 3 clusters
  Score: Raw -9828748.421837 + Penalty 3764.875289 = -9824983.546548
  nChanged 16
		SP:Iteration 40F (8642.170000 sec): 3 clusters
  Score: Raw -9828749.967535 + Penalty 3764.875289 = -9824985.092246
  nChanged 13
		SP:Iteration 41Q (8642.760000 sec): 3 clusters
  Score: Raw -9828751.096056 + Penalty 3764.875289 = -9824986.220767
  nChanged 8
		SP:Iteration 42Q (8643.480000 sec): 3 clusters
  Score: Raw -9828751.663977 + Penalty 3764.875289 = -9824986.788688
  nChanged 10
		SP:Iteration 43Q (8644.150000 sec): 3 clusters
  Score: Raw -9828752.382662 + Penalty 3764.875289 = -9824987.507373
  nChanged 4
		SP:Iteration 44Q (8644.830000 sec): 3 clusters
  Score: Raw -9828752.728652 + Penalty 3764.875289 = -9824987.853363
  nChanged 6
		SP:Iteration 45Q (8645.450000 sec): 3 clusters
  Score: Raw -9828753.272933 + Penalty 3764.875289 = -9824988.397644
  nChanged 8
		SP:Iteration 46Q (8646.110000 sec): 3 clusters
  Score: Raw -9828753.812106 + Penalty 3764.875289 = -9824988.936817
  nChanged 3
		SP:Iteration 47Q (8646.770000 sec): 3 clusters
  Score: Raw -9828754.106496 + Penalty 3764.875289 = -9824989.231207
  nChanged 5
		SP:Iteration 48Q (8647.520000 sec): 3 clusters
  Score: Raw -9828754.476584 + Penalty 3764.875289 = -9824989.601295
  nChanged 3
		SP:Iteration 49Q (8648.210000 sec): 3 clusters
  Score: Raw -9828754.755478 + Penalty 3764.875289 = -9824989.880189
  nChanged 3
		SP:Iteration 50Q (8648.880000 sec): 3 clusters
  Score: Raw -9828755.096003 + Penalty 3764.875289 = -9824990.220714
  nChanged 3
		SP:Iteration 51Q (8649.530000 sec): 3 clusters
  Score: Raw -9828755.507138 + Penalty 3764.875289 = -9824990.631849
  nChanged 4
		SP:Iteration 52Q (8650.180000 sec): 3 clusters
  Score: Raw -9828755.875527 + Penalty 3764.875289 = -9824991.000238
  nChanged 3
		SP:Iteration 53Q (8650.940000 sec): 3 clusters
  Score: Raw -9828756.214587 + Penalty 3764.875289 = -9824991.339298
  nChanged 3
		SP:Iteration 54Q (8651.600000 sec): 3 clusters
  Score: Raw -9828756.696061 + Penalty 3764.875289 = -9824991.820772
  nChanged 4
		SP:Iteration 55Q (8652.330000 sec): 3 clusters
  Score: Raw -9828757.301731 + Penalty 3764.875289 = -9824992.426442
  nChanged 6
		SP:Iteration 56Q (8653.030000 sec): 3 clusters
  Score: Raw -9828757.856232 + Penalty 3764.875289 = -9824992.980943
  nChanged 8
		SP:Iteration 57Q (8653.760000 sec): 3 clusters
  Score: Raw -9828758.503336 + Penalty 3764.875289 = -9824993.628047
  nChanged 4
		SP:Iteration 58Q (8654.450000 sec): 3 clusters
  Score: Raw -9828758.738746 + Penalty 3764.875289 = -9824993.863457
  nChanged 3
		SP:Iteration 59Q (8655.120000 sec): 3 clusters
  Score: Raw -9828759.006371 + Penalty 3764.875289 = -9824994.131082
  nChanged 5
		SP:Iteration 60F (8655.900000 sec): 3 clusters
  Score: Raw -9828759.401250 + Penalty 3764.875289 = -9824994.525961
  nChanged 4
		SP:Iteration 61Q (8656.600000 sec): 3 clusters
  Score: Raw -9828759.628845 + Penalty 3764.875289 = -9824994.753556
  nChanged 3
		SP:Iteration 62Q (8657.350000 sec): 3 clusters
  Score: Raw -9828759.875449 + Penalty 3764.875289 = -9824995.000160
  nChanged 6
		SP:Iteration 63Q (8658.070000 sec): 3 clusters
  Score: Raw -9828760.370966 + Penalty 3764.875289 = -9824995.495677
  nChanged 7
		SP:Iteration 64Q (8658.780000 sec): 3 clusters
  Score: Raw -9828761.083460 + Penalty 3764.875289 = -9824996.208171
  nChanged 12
		SP:Iteration 65Q (8659.450000 sec): 3 clusters
  Score: Raw -9828762.325064 + Penalty 3764.875289 = -9824997.449775
  nChanged 8
		SP:Iteration 66Q (8660.140000 sec): 3 clusters
  Score: Raw -9828763.141204 + Penalty 3764.875289 = -9824998.265915
  nChanged 9
		SP:Iteration 67Q (8660.810000 sec): 3 clusters
  Score: Raw -9828763.925051 + Penalty 3764.875289 = -9824999.049762
  nChanged 7
		SP:Iteration 68Q (8661.510000 sec): 3 clusters
  Score: Raw -9828764.584456 + Penalty 3764.875289 = -9824999.709167
  nChanged 4
		SP:Iteration 69Q (8662.350000 sec): 3 clusters
  Score: Raw -9828764.976396 + Penalty 3764.875289 = -9825000.101107
  nChanged 6
		SP:Iteration 70Q (8663.070000 sec): 3 clusters
  Score: Raw -9828765.722071 + Penalty 3764.875289 = -9825000.846782
  nChanged 6
		SP:Iteration 71Q (8663.850000 sec): 3 clusters
  Score: Raw -9828766.258262 + Penalty 3764.875289 = -9825001.382973
  nChanged 8
		SP:Iteration 72Q (8664.540000 sec): 3 clusters
  Score: Raw -9828766.996565 + Penalty 3764.875289 = -9825002.121276
  nChanged 11
		SP:Iteration 73Q (8665.370000 sec): 3 clusters
  Score: Raw -9828768.258638 + Penalty 3764.875289 = -9825003.383349
  nChanged 8
		SP:Iteration 74Q (8666.140000 sec): 3 clusters
  Score: Raw -9828769.437897 + Penalty 3764.875289 = -9825004.562608
  nChanged 13
		SP:Iteration 75Q (8666.840000 sec): 3 clusters
  Score: Raw -9828770.995671 + Penalty 3764.875289 = -9825006.120381
  nChanged 8
		SP:Iteration 76Q (8667.540000 sec): 3 clusters
  Score: Raw -9828771.730023 + Penalty 3764.875289 = -9825006.854734
  nChanged 9
		SP:Iteration 77Q (8668.340000 sec): 3 clusters
  Score: Raw -9828772.332166 + Penalty 3764.875289 = -9825007.456877
  nChanged 4
		SP:Iteration 78Q (8669.020000 sec): 3 clusters
  Score: Raw -9828772.642727 + Penalty 3764.875289 = -9825007.767438
  nChanged 2
		SP:Iteration 79Q (8669.720000 sec): 3 clusters
  Score: Raw -9828772.824269 + Penalty 3764.875289 = -9825007.948980
  nChanged 3
		SP:Iteration 80F (8670.540000 sec): 3 clusters
  Score: Raw -9828772.978904 + Penalty 3764.875289 = -9825008.103614
  nChanged 1
		SP:Iteration 81Q (8671.300000 sec): 3 clusters
  Score: Raw -9828773.041327 + Penalty 3764.875289 = -9825008.166038
  nChanged 0
		SP:Iteration 82F (8672.080000 sec): 3 clusters
  Score: Raw -9828773.041327 + Penalty 3764.875289 = -9825008.166038
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 32 (2794 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8672.240000 sec): 2 clusters
  Score: Raw -240448.431770 + Penalty 1289.474800 = -239158.956970
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8672.410000 sec): 3 clusters
  Score: Raw -239122.617062 + Penalty 2578.949600 = -236543.667462
  nChanged 1055
		SP:Iteration 1F (8672.570000 sec): 3 clusters
  Score: Raw -239800.174583 + Penalty 2578.949600 = -237221.224982
  nChanged 221
		SP:Iteration 2F (8672.740000 sec): 3 clusters
  Score: Raw -239954.887353 + Penalty 2578.949600 = -237375.937753
  nChanged 147
		SP:Iteration 3F (8672.940000 sec): 3 clusters
  Score: Raw -240044.644548 + Penalty 2578.949600 = -237465.694948
  nChanged 99
		SP:Iteration 4Q (8673.140000 sec): 3 clusters
  Score: Raw -240102.701094 + Penalty 2578.949600 = -237523.751494
  nChanged 78
		SP:Iteration 5Q (8673.310000 sec): 3 clusters
  Score: Raw -240142.633135 + Penalty 2578.949600 = -237563.683535
  nChanged 61
		SP:Iteration 6Q (8673.490000 sec): 3 clusters
  Score: Raw -240174.454099 + Penalty 2578.949600 = -237595.504498
  nChanged 53
		SP:Iteration 7Q (8673.710000 sec): 3 clusters
  Score: Raw -240198.685695 + Penalty 2578.949600 = -237619.736095
  nChanged 37
		SP:Iteration 8Q (8673.860000 sec): 3 clusters
  Score: Raw -240214.419785 + Penalty 2578.949600 = -237635.470185
  nChanged 29
		SP:Iteration 9Q (8674.120000 sec): 3 clusters
  Score: Raw -240222.811823 + Penalty 2578.949600 = -237643.862222
  nChanged 15
		SP:Iteration 10Q (8674.340000 sec): 3 clusters
  Score: Raw -240227.880341 + Penalty 2578.949600 = -237648.930741
  nChanged 19
		SP:Iteration 11Q (8674.510000 sec): 3 clusters
  Score: Raw -240235.875953 + Penalty 2578.949600 = -237656.926352
  nChanged 15
		SP:Iteration 12Q (8674.690000 sec): 3 clusters
  Score: Raw -240241.662107 + Penalty 2578.949600 = -237662.712506
  nChanged 22
		SP:Iteration 13Q (8674.920000 sec): 3 clusters
  Score: Raw -240250.975868 + Penalty 2578.949600 = -237672.026267
  nChanged 24
		SP:Iteration 14Q (8675.110000 sec): 3 clusters
  Score: Raw -240263.169337 + Penalty 2578.949600 = -237684.219736
  nChanged 26
		SP:Iteration 15Q (8675.290000 sec): 3 clusters
  Score: Raw -240277.163861 + Penalty 2578.949600 = -237698.214260
  nChanged 24
		SP:Iteration 16Q (8675.490000 sec): 3 clusters
  Score: Raw -240290.705033 + Penalty 2578.949600 = -237711.755432
  nChanged 26
		SP:Iteration 17Q (8675.670000 sec): 3 clusters
  Score: Raw -240302.102235 + Penalty 2578.949600 = -237723.152634
  nChanged 27
		SP:Iteration 18Q (8675.860000 sec): 3 clusters
  Score: Raw -240315.419895 + Penalty 2578.949600 = -237736.470295
  nChanged 23
		SP:Iteration 19Q (8676.010000 sec): 3 clusters
  Score: Raw -240323.884791 + Penalty 2578.949600 = -237744.935191
  nChanged 14
		SP:Iteration 20F (8676.190000 sec): 3 clusters
  Score: Raw -240329.870618 + Penalty 2578.949600 = -237750.921018
  nChanged 18
		SP:Iteration 21Q (8676.370000 sec): 3 clusters
  Score: Raw -240341.150759 + Penalty 2578.949600 = -237762.201159
  nChanged 23
		SP:Iteration 22Q (8676.580000 sec): 3 clusters
  Score: Raw -240353.420516 + Penalty 2578.949600 = -237774.470916
  nChanged 22
		SP:Iteration 23Q (8676.790000 sec): 3 clusters
  Score: Raw -240363.973877 + Penalty 2578.949600 = -237785.024276
  nChanged 18
		SP:Iteration 24Q (8677.000000 sec): 3 clusters
  Score: Raw -240371.193566 + Penalty 2578.949600 = -237792.243965
  nChanged 15
		SP:Iteration 25Q (8677.150000 sec): 3 clusters
  Score: Raw -240378.044818 + Penalty 2578.949600 = -237799.095218
  nChanged 12
		SP:Iteration 26Q (8677.340000 sec): 3 clusters
  Score: Raw -240382.481334 + Penalty 2578.949600 = -237803.531734
  nChanged 14
		SP:Iteration 27Q (8677.510000 sec): 3 clusters
  Score: Raw -240387.672353 + Penalty 2578.949600 = -237808.722752
  nChanged 21
		SP:Iteration 28Q (8677.730000 sec): 3 clusters
  Score: Raw -240395.494910 + Penalty 2578.949600 = -237816.545309
  nChanged 21
		SP:Iteration 29Q (8677.950000 sec): 3 clusters
  Score: Raw -240404.472458 + Penalty 2578.949600 = -237825.522857
  nChanged 25
		SP:Iteration 30Q (8678.130000 sec): 3 clusters
  Score: Raw -240415.566397 + Penalty 2578.949600 = -237836.616797
  nChanged 21
		SP:Iteration 31Q (8678.310000 sec): 3 clusters
  Score: Raw -240424.007287 + Penalty 2578.949600 = -237845.057686
  nChanged 24
		SP:Iteration 32Q (8678.550000 sec): 3 clusters
  Score: Raw -240433.103112 + Penalty 2578.949600 = -237854.153512
  nChanged 25
		SP:Iteration 33Q (8678.750000 sec): 3 clusters
  Score: Raw -240442.391970 + Penalty 2578.949600 = -237863.442370
  nChanged 24
		SP:Iteration 34Q (8678.970000 sec): 3 clusters
  Score: Raw -240452.512791 + Penalty 2578.949600 = -237873.563191
  nChanged 20
		SP:Iteration 35Q (8679.170000 sec): 3 clusters
  Score: Raw -240461.601304 + Penalty 2578.949600 = -237882.651704
  nChanged 17
		SP:Iteration 36Q (8679.330000 sec): 3 clusters
  Score: Raw -240470.603474 + Penalty 2578.949600 = -237891.653874
  nChanged 18
		SP:Iteration 37Q (8679.540000 sec): 3 clusters
  Score: Raw -240480.211827 + Penalty 2578.949600 = -237901.262227
  nChanged 16
		SP:Iteration 38Q (8679.730000 sec): 3 clusters
  Score: Raw -240486.406053 + Penalty 2578.949600 = -237907.456453
  nChanged 19
		SP:Iteration 39Q (8679.900000 sec): 3 clusters
  Score: Raw -240495.269631 + Penalty 2578.949600 = -237916.320030
  nChanged 24
		SP:Iteration 40F (8680.060000 sec): 3 clusters
  Score: Raw -240507.121477 + Penalty 2578.949600 = -237928.171877
  nChanged 27
		SP:Iteration 41Q (8680.220000 sec): 3 clusters
  Score: Raw -240518.820015 + Penalty 2578.949600 = -237939.870414
  nChanged 25
		SP:Iteration 42Q (8680.380000 sec): 3 clusters
  Score: Raw -240529.032691 + Penalty 2578.949600 = -237950.083090
  nChanged 32
		SP:Iteration 43Q (8680.560000 sec): 3 clusters
  Score: Raw -240544.407312 + Penalty 2578.949600 = -237965.457712
  nChanged 20
		SP:Iteration 44Q (8680.720000 sec): 3 clusters
  Score: Raw -240554.024399 + Penalty 2578.949600 = -237975.074798
  nChanged 27
		SP:Iteration 45Q (8680.880000 sec): 3 clusters
  Score: Raw -240568.050169 + Penalty 2578.949600 = -237989.100568
  nChanged 23
		SP:Iteration 46Q (8681.040000 sec): 3 clusters
  Score: Raw -240580.547388 + Penalty 2578.949600 = -238001.597787
  nChanged 35
		SP:Iteration 47Q (8681.250000 sec): 3 clusters
  Score: Raw -240602.822180 + Penalty 2578.949600 = -238023.872580
  nChanged 26
		SP:Iteration 48Q (8681.420000 sec): 3 clusters
  Score: Raw -240621.894338 + Penalty 2578.949600 = -238042.944737
  nChanged 14
		SP:Iteration 49Q (8681.600000 sec): 3 clusters
  Score: Raw -240632.208076 + Penalty 2578.949600 = -238053.258476
  nChanged 18
		SP:Iteration 50Q (8681.850000 sec): 3 clusters
  Score: Raw -240645.083349 + Penalty 2578.949600 = -238066.133748
  nChanged 13
		SP:Iteration 51Q (8682.070000 sec): 3 clusters
  Score: Raw -240654.020333 + Penalty 2578.949600 = -238075.070733
  nChanged 15
		SP:Iteration 52Q (8682.260000 sec): 3 clusters
  Score: Raw -240663.310310 + Penalty 2578.949600 = -238084.360709
  nChanged 18
		SP:Iteration 53Q (8682.440000 sec): 3 clusters
  Score: Raw -240673.226837 + Penalty 2578.949600 = -238094.277237
  nChanged 11
		SP:Iteration 54Q (8682.610000 sec): 3 clusters
  Score: Raw -240679.364049 + Penalty 2578.949600 = -238100.414449
  nChanged 8
		SP:Iteration 55Q (8682.790000 sec): 3 clusters
  Score: Raw -240682.832740 + Penalty 2578.949600 = -238103.883139
  nChanged 5
		SP:Iteration 56Q (8682.950000 sec): 3 clusters
  Score: Raw -240685.695242 + Penalty 2578.949600 = -238106.745642
  nChanged 8
		SP:Iteration 57Q (8683.120000 sec): 3 clusters
  Score: Raw -240693.980805 + Penalty 2578.949600 = -238115.031204
  nChanged 4
		SP:Iteration 58Q (8683.340000 sec): 3 clusters
  Score: Raw -240695.954890 + Penalty 2578.949600 = -238117.005290
  nChanged 1
		SP:Iteration 59Q (8683.550000 sec): 3 clusters
  Score: Raw -240696.690009 + Penalty 2578.949600 = -238117.740408
  nChanged 2
		SP:Iteration 60F (8683.710000 sec): 3 clusters
  Score: Raw -240699.725640 + Penalty 2578.949600 = -238120.776040
  nChanged 3
		SP:Iteration 61Q (8683.890000 sec): 3 clusters
  Score: Raw -240701.144202 + Penalty 2578.949600 = -238122.194601
  nChanged 1
		SP:Iteration 62Q (8684.030000 sec): 3 clusters
  Score: Raw -240702.186322 + Penalty 2578.949600 = -238123.236721
  nChanged 1
		SP:Iteration 63Q (8684.230000 sec): 3 clusters
  Score: Raw -240703.117518 + Penalty 2578.949600 = -238124.167917
  nChanged 2
		SP:Iteration 64Q (8684.420000 sec): 3 clusters
  Score: Raw -240704.004280 + Penalty 2578.949600 = -238125.054680
  nChanged 2
		SP:Iteration 65Q (8684.570000 sec): 3 clusters
  Score: Raw -240705.895065 + Penalty 2578.949600 = -238126.945464
  nChanged 6
		SP:Iteration 66Q (8684.770000 sec): 3 clusters
  Score: Raw -240707.734996 + Penalty 2578.949600 = -238128.785395
  nChanged 0
		SP:Iteration 67F (8684.940000 sec): 3 clusters
  Score: Raw -240707.734996 + Penalty 2578.949600 = -238128.785395
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 33 (9779 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8685.090000 sec): 2 clusters
  Score: Raw -901179.738896 + Penalty 1493.048783 = -899686.690114
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8685.270000 sec): 3 clusters
  Score: Raw -895794.892342 + Penalty 2986.097565 = -892808.794777
  nChanged 4161
		SP:Iteration 1F (8685.490000 sec): 3 clusters
  Score: Raw -898098.090044 + Penalty 2986.097565 = -895111.992479
  nChanged 674
		SP:Iteration 2F (8685.780000 sec): 3 clusters
  Score: Raw -898482.573727 + Penalty 2986.097565 = -895496.476162
  nChanged 665
		SP:Iteration 3F (8685.980000 sec): 3 clusters
  Score: Raw -898942.468503 + Penalty 2986.097565 = -895956.370938
  nChanged 659
		SP:Iteration 4F (8686.220000 sec): 3 clusters
  Score: Raw -899417.300121 + Penalty 2986.097565 = -896431.202556
  nChanged 622
		SP:Iteration 5F (8686.400000 sec): 3 clusters
  Score: Raw -899890.485732 + Penalty 2986.097565 = -896904.388167
  nChanged 551
		SP:Iteration 6F (8686.670000 sec): 3 clusters
  Score: Raw -900317.640232 + Penalty 2986.097565 = -897331.542667
  nChanged 437
		SP:Iteration 7Q (8686.910000 sec): 3 clusters
  Score: Raw -900671.588574 + Penalty 2986.097565 = -897685.491008
  nChanged 351
		SP:Iteration 8Q (8687.130000 sec): 3 clusters
  Score: Raw -900997.033454 + Penalty 2986.097565 = -898010.935889
  nChanged 337
		SP:Iteration 9Q (8687.350000 sec): 3 clusters
  Score: Raw -901272.678332 + Penalty 2986.097565 = -898286.580767
  nChanged 281
		SP:Iteration 10Q (8687.590000 sec): 3 clusters
  Score: Raw -901497.156745 + Penalty 2986.097565 = -898511.059180
  nChanged 237
		SP:Iteration 11Q (8687.840000 sec): 3 clusters
  Score: Raw -901638.512874 + Penalty 2986.097565 = -898652.415308
  nChanged 160
		SP:Iteration 12Q (8688.060000 sec): 3 clusters
  Score: Raw -901709.976019 + Penalty 2986.097565 = -898723.878453
  nChanged 119
		SP:Iteration 13Q (8688.230000 sec): 3 clusters
  Score: Raw -901761.747701 + Penalty 2986.097565 = -898775.650136
  nChanged 105
		SP:Iteration 14Q (8688.430000 sec): 3 clusters
  Score: Raw -901802.278256 + Penalty 2986.097565 = -898816.180690
  nChanged 77
		SP:Iteration 15Q (8688.720000 sec): 3 clusters
  Score: Raw -901835.851099 + Penalty 2986.097565 = -898849.753533
  nChanged 67
		SP:Iteration 16Q (8688.870000 sec): 3 clusters
  Score: Raw -901870.889051 + Penalty 2986.097565 = -898884.791486
  nChanged 67
		SP:Iteration 17Q (8689.080000 sec): 3 clusters
  Score: Raw -901910.557289 + Penalty 2986.097565 = -898924.459723
  nChanged 62
		SP:Iteration 18Q (8689.300000 sec): 3 clusters
  Score: Raw -901947.132203 + Penalty 2986.097565 = -898961.034638
  nChanged 50
		SP:Iteration 19Q (8689.440000 sec): 3 clusters
  Score: Raw -901969.195159 + Penalty 2986.097565 = -898983.097593
  nChanged 35
		SP:Iteration 20F (8689.620000 sec): 3 clusters
  Score: Raw -901982.011459 + Penalty 2986.097565 = -898995.913893
  nChanged 24
		SP:Iteration 21Q (8689.820000 sec): 3 clusters
  Score: Raw -901988.311913 + Penalty 2986.097565 = -899002.214347
  nChanged 23
		SP:Iteration 22Q (8690.100000 sec): 3 clusters
  Score: Raw -901993.575590 + Penalty 2986.097565 = -899007.478025
  nChanged 19
		SP:Iteration 23Q (8690.240000 sec): 3 clusters
  Score: Raw -901996.907379 + Penalty 2986.097565 = -899010.809813
  nChanged 11
		SP:Iteration 24Q (8690.460000 sec): 3 clusters
  Score: Raw -901998.504868 + Penalty 2986.097565 = -899012.407303
  nChanged 11
		SP:Iteration 25Q (8690.710000 sec): 3 clusters
  Score: Raw -901999.733113 + Penalty 2986.097565 = -899013.635548
  nChanged 4
		SP:Iteration 26Q (8690.860000 sec): 3 clusters
  Score: Raw -902000.099964 + Penalty 2986.097565 = -899014.002399
  nChanged 1
		SP:Iteration 27Q (8691.120000 sec): 3 clusters
  Score: Raw -902000.169451 + Penalty 2986.097565 = -899014.071886
  nChanged 1
		SP:Iteration 28Q (8691.290000 sec): 3 clusters
  Score: Raw -902000.311994 + Penalty 2986.097565 = -899014.214429
  nChanged 1
		SP:Iteration 29Q (8691.480000 sec): 3 clusters
  Score: Raw -902000.364067 + Penalty 2986.097565 = -899014.266502
  nChanged 0
		SP:Iteration 30F (8691.670000 sec): 3 clusters
  Score: Raw -902000.364067 + Penalty 2986.097565 = -899014.266502
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 34 (1017 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8691.730000 sec): 2 clusters
  Score: Raw -94048.425309 + Penalty 1125.249514 = -92923.175794
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8691.930000 sec): 3 clusters
  Score: Raw -93674.883591 + Penalty 2250.499029 = -91424.384563
  nChanged 301
		SP:Iteration 1F (8692.090000 sec): 3 clusters
  Score: Raw -93931.863719 + Penalty 2250.499029 = -91681.364691
  nChanged 84
		SP:Iteration 2F (8692.240000 sec): 3 clusters
  Score: Raw -94017.686765 + Penalty 2250.499029 = -91767.187736
  nChanged 47
		SP:Iteration 3Q (8692.400000 sec): 3 clusters
  Score: Raw -94071.003666 + Penalty 2250.499029 = -91820.504637
  nChanged 42
		SP:Iteration 4Q (8692.600000 sec): 3 clusters
  Score: Raw -94118.877575 + Penalty 2250.499029 = -91868.378546
  nChanged 27
		SP:Iteration 5Q (8692.850000 sec): 3 clusters
  Score: Raw -94144.715033 + Penalty 2250.499029 = -91894.216005
  nChanged 24
		SP:Iteration 6Q (8692.980000 sec): 3 clusters
  Score: Raw -94173.855407 + Penalty 2250.499029 = -91923.356378
  nChanged 19
		SP:Iteration 7Q (8693.210000 sec): 3 clusters
  Score: Raw -94203.797700 + Penalty 2250.499029 = -91953.298671
  nChanged 16
		SP:Iteration 8Q (8693.410000 sec): 3 clusters
  Score: Raw -94222.703674 + Penalty 2250.499029 = -91972.204645
  nChanged 12
		SP:Iteration 9Q (8693.620000 sec): 3 clusters
  Score: Raw -94232.996632 + Penalty 2250.499029 = -91982.497603
  nChanged 6
		SP:Iteration 10Q (8693.830000 sec): 3 clusters
  Score: Raw -94238.593471 + Penalty 2250.499029 = -91988.094443
  nChanged 4
		SP:Iteration 11Q (8693.970000 sec): 3 clusters
  Score: Raw -94241.229457 + Penalty 2250.499029 = -91990.730428
  nChanged 3
		SP:Iteration 12Q (8694.160000 sec): 3 clusters
  Score: Raw -94243.694690 + Penalty 2250.499029 = -91993.195661
  nChanged 2
		SP:Iteration 13Q (8694.320000 sec): 3 clusters
  Score: Raw -94245.011986 + Penalty 2250.499029 = -91994.512958
  nChanged 2
		SP:Iteration 14Q (8694.490000 sec): 3 clusters
  Score: Raw -94246.226544 + Penalty 2250.499029 = -91995.727516
  nChanged 1
		SP:Iteration 15Q (8694.680000 sec): 3 clusters
  Score: Raw -94246.711488 + Penalty 2250.499029 = -91996.212459
  nChanged 2
		SP:Iteration 16Q (8694.880000 sec): 3 clusters
  Score: Raw -94247.710245 + Penalty 2250.499029 = -91997.211217
  nChanged 0
		SP:Iteration 17F (8695.060000 sec): 3 clusters
  Score: Raw -94247.710245 + Penalty 2250.499029 = -91997.211217
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 35 (869 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8695.130000 sec): 2 clusters
  Score: Raw -77286.134709 + Penalty 1099.693258 = -76186.441451
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8695.320000 sec): 3 clusters
  Score: Raw -77055.977172 + Penalty 2199.386516 = -74856.590657
  nChanged 241
		SP:Iteration 1F (8695.490000 sec): 3 clusters
  Score: Raw -77315.112385 + Penalty 2199.386516 = -75115.725869
  nChanged 53
		SP:Iteration 2F (8695.660000 sec): 3 clusters
  Score: Raw -77375.546158 + Penalty 2199.386516 = -75176.159642
  nChanged 34
		SP:Iteration 3Q (8695.800000 sec): 3 clusters
  Score: Raw -77408.473385 + Penalty 2199.386516 = -75209.086869
  nChanged 18
		SP:Iteration 4Q (8695.990000 sec): 3 clusters
  Score: Raw -77428.043594 + Penalty 2199.386516 = -75228.657079
  nChanged 9
		SP:Iteration 5Q (8696.170000 sec): 3 clusters
  Score: Raw -77440.479098 + Penalty 2199.386516 = -75241.092583
  nChanged 11
		SP:Iteration 6Q (8696.380000 sec): 3 clusters
  Score: Raw -77455.334672 + Penalty 2199.386516 = -75255.948157
  nChanged 12
		SP:Iteration 7Q (8696.520000 sec): 3 clusters
  Score: Raw -77472.053101 + Penalty 2199.386516 = -75272.666586
  nChanged 16
		SP:Iteration 8Q (8696.710000 sec): 3 clusters
  Score: Raw -77493.810599 + Penalty 2199.386516 = -75294.424084
  nChanged 11
		SP:Iteration 9Q (8696.890000 sec): 3 clusters
  Score: Raw -77506.674313 + Penalty 2199.386516 = -75307.287797
  nChanged 13
		SP:Iteration 10Q (8697.090000 sec): 3 clusters
  Score: Raw -77519.225334 + Penalty 2199.386516 = -75319.838818
  nChanged 13
		SP:Iteration 11Q (8697.260000 sec): 3 clusters
  Score: Raw -77538.777720 + Penalty 2199.386516 = -75339.391204
  nChanged 7
		SP:Iteration 12Q (8697.410000 sec): 3 clusters
  Score: Raw -77552.067953 + Penalty 2199.386516 = -75352.681437
  nChanged 11
		SP:Iteration 13Q (8697.590000 sec): 3 clusters
  Score: Raw -77570.948200 + Penalty 2199.386516 = -75371.561684
  nChanged 5
		SP:Iteration 14Q (8697.780000 sec): 3 clusters
  Score: Raw -77576.128806 + Penalty 2199.386516 = -75376.742291
  nChanged 6
		SP:Iteration 15Q (8697.930000 sec): 3 clusters
  Score: Raw -77582.163803 + Penalty 2199.386516 = -75382.777288
  nChanged 5
		SP:Iteration 16Q (8698.110000 sec): 3 clusters
  Score: Raw -77589.005315 + Penalty 2199.386516 = -75389.618800
  nChanged 5
		SP:Iteration 17Q (8698.290000 sec): 3 clusters
  Score: Raw -77593.642636 + Penalty 2199.386516 = -75394.256121
  nChanged 0
		SP:Iteration 18F (8698.470000 sec): 3 clusters
  Score: Raw -77593.642636 + Penalty 2199.386516 = -75394.256121
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 36 (2402 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8698.620000 sec): 2 clusters
  Score: Raw -223313.583400 + Penalty 1264.909263 = -222048.674137
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8698.780000 sec): 3 clusters
  Score: Raw -222240.387445 + Penalty 2529.818526 = -219710.568920
  nChanged 872
		SP:Iteration 1F (8698.950000 sec): 3 clusters
  Score: Raw -222768.374106 + Penalty 2529.818526 = -220238.555580
  nChanged 174
		SP:Iteration 2F (8699.150000 sec): 3 clusters
  Score: Raw -222899.422129 + Penalty 2529.818526 = -220369.603603
  nChanged 117
		SP:Iteration 3Q (8699.340000 sec): 3 clusters
  Score: Raw -222988.023683 + Penalty 2529.818526 = -220458.205157
  nChanged 99
		SP:Iteration 4Q (8699.520000 sec): 3 clusters
  Score: Raw -223054.027127 + Penalty 2529.818526 = -220524.208601
  nChanged 76
		SP:Iteration 5Q (8699.700000 sec): 3 clusters
  Score: Raw -223098.449236 + Penalty 2529.818526 = -220568.630710
  nChanged 69
		SP:Iteration 6Q (8699.910000 sec): 3 clusters
  Score: Raw -223146.004108 + Penalty 2529.818526 = -220616.185582
  nChanged 76
		SP:Iteration 7Q (8700.100000 sec): 3 clusters
  Score: Raw -223194.665895 + Penalty 2529.818526 = -220664.847369
  nChanged 70
		SP:Iteration 8Q (8700.300000 sec): 3 clusters
  Score: Raw -223248.564744 + Penalty 2529.818526 = -220718.746218
  nChanged 69
		SP:Iteration 9Q (8700.440000 sec): 3 clusters
  Score: Raw -223303.171352 + Penalty 2529.818526 = -220773.352827
  nChanged 70
		SP:Iteration 10Q (8700.610000 sec): 3 clusters
  Score: Raw -223353.780230 + Penalty 2529.818526 = -220823.961704
  nChanged 65
		SP:Iteration 11Q (8700.790000 sec): 3 clusters
  Score: Raw -223397.509305 + Penalty 2529.818526 = -220867.690779
  nChanged 55
		SP:Iteration 12Q (8700.960000 sec): 3 clusters
  Score: Raw -223440.616598 + Penalty 2529.818526 = -220910.798072
  nChanged 51
		SP:Iteration 13Q (8701.140000 sec): 3 clusters
  Score: Raw -223472.780596 + Penalty 2529.818526 = -220942.962071
  nChanged 45
		SP:Iteration 14Q (8701.320000 sec): 3 clusters
  Score: Raw -223504.003426 + Penalty 2529.818526 = -220974.184900
  nChanged 44
		SP:Iteration 15Q (8701.500000 sec): 3 clusters
  Score: Raw -223537.237510 + Penalty 2529.818526 = -221007.418985
  nChanged 50
		SP:Iteration 16Q (8701.720000 sec): 3 clusters
  Score: Raw -223567.715471 + Penalty 2529.818526 = -221037.896945
  nChanged 41
		SP:Iteration 17Q (8701.890000 sec): 3 clusters
  Score: Raw -223590.794863 + Penalty 2529.818526 = -221060.976337
  nChanged 28
		SP:Iteration 18Q (8702.050000 sec): 3 clusters
  Score: Raw -223606.269527 + Penalty 2529.818526 = -221076.451001
  nChanged 38
		SP:Iteration 19Q (8702.220000 sec): 3 clusters
  Score: Raw -223630.820339 + Penalty 2529.818526 = -221101.001813
  nChanged 24
		SP:Iteration 20F (8702.360000 sec): 3 clusters
  Score: Raw -223641.957916 + Penalty 2529.818526 = -221112.139390
  nChanged 23
		SP:Iteration 21Q (8702.540000 sec): 3 clusters
  Score: Raw -223658.405055 + Penalty 2529.818526 = -221128.586530
  nChanged 23
		SP:Iteration 22Q (8702.750000 sec): 3 clusters
  Score: Raw -223669.150342 + Penalty 2529.818526 = -221139.331817
  nChanged 25
		SP:Iteration 23Q (8702.970000 sec): 3 clusters
  Score: Raw -223682.938028 + Penalty 2529.818526 = -221153.119502
  nChanged 22
		SP:Iteration 24Q (8703.150000 sec): 3 clusters
  Score: Raw -223693.446336 + Penalty 2529.818526 = -221163.627810
  nChanged 17
		SP:Iteration 25Q (8703.330000 sec): 3 clusters
  Score: Raw -223702.158969 + Penalty 2529.818526 = -221172.340443
  nChanged 11
		SP:Iteration 26Q (8703.550000 sec): 3 clusters
  Score: Raw -223707.819366 + Penalty 2529.818526 = -221178.000840
  nChanged 8
		SP:Iteration 27Q (8703.750000 sec): 3 clusters
  Score: Raw -223711.846156 + Penalty 2529.818526 = -221182.027630
  nChanged 7
		SP:Iteration 28Q (8703.950000 sec): 3 clusters
  Score: Raw -223714.070525 + Penalty 2529.818526 = -221184.251999
  nChanged 3
		SP:Iteration 29Q (8704.110000 sec): 3 clusters
  Score: Raw -223715.244073 + Penalty 2529.818526 = -221185.425547
  nChanged 2
		SP:Iteration 30Q (8704.280000 sec): 3 clusters
  Score: Raw -223715.925236 + Penalty 2529.818526 = -221186.106711
  nChanged 2
		SP:Iteration 31Q (8704.480000 sec): 3 clusters
  Score: Raw -223716.742427 + Penalty 2529.818526 = -221186.923901
  nChanged 2
		SP:Iteration 32Q (8704.640000 sec): 3 clusters
  Score: Raw -223717.270145 + Penalty 2529.818526 = -221187.451619
  nChanged 2
		SP:Iteration 33Q (8704.820000 sec): 3 clusters
  Score: Raw -223717.636007 + Penalty 2529.818526 = -221187.817481
  nChanged 1
		SP:Iteration 34Q (8704.990000 sec): 3 clusters
  Score: Raw -223717.812104 + Penalty 2529.818526 = -221187.993578
  nChanged 1
		SP:Iteration 35Q (8705.200000 sec): 3 clusters
  Score: Raw -223718.205627 + Penalty 2529.818526 = -221188.387101
  nChanged 0
		SP:Iteration 36F (8705.360000 sec): 3 clusters
  Score: Raw -223718.205627 + Penalty 2529.818526 = -221188.387101
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 37 (6868 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8705.470000 sec): 2 clusters
  Score: Raw -614096.140401 + Penalty 1435.627086 = -612660.513315
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8705.670000 sec): 3 clusters
  Score: Raw -610302.043127 + Penalty 2871.254172 = -607430.788955
  nChanged 2885
		SP:Iteration 1F (8705.860000 sec): 3 clusters
  Score: Raw -611807.238917 + Penalty 2871.254172 = -608935.984745
  nChanged 499
		SP:Iteration 2F (8706.120000 sec): 3 clusters
  Score: Raw -612038.666274 + Penalty 2871.254172 = -609167.412102
  nChanged 376
		SP:Iteration 3F (8706.310000 sec): 3 clusters
  Score: Raw -612222.488518 + Penalty 2871.254172 = -609351.234346
  nChanged 352
		SP:Iteration 4F (8706.540000 sec): 3 clusters
  Score: Raw -612411.283756 + Penalty 2871.254172 = -609540.029584
  nChanged 360
		SP:Iteration 5F (8706.740000 sec): 3 clusters
  Score: Raw -612617.308950 + Penalty 2871.254172 = -609746.054778
  nChanged 342
		SP:Iteration 6Q (8706.990000 sec): 3 clusters
  Score: Raw -612814.709661 + Penalty 2871.254172 = -609943.455489
  nChanged 343
		SP:Iteration 7Q (8707.190000 sec): 3 clusters
  Score: Raw -613026.071919 + Penalty 2871.254172 = -610154.817747
  nChanged 337
		SP:Iteration 8Q (8707.410000 sec): 3 clusters
  Score: Raw -613238.295439 + Penalty 2871.254172 = -610367.041267
  nChanged 311
		SP:Iteration 9Q (8707.610000 sec): 3 clusters
  Score: Raw -613441.648358 + Penalty 2871.254172 = -610570.394186
  nChanged 270
		SP:Iteration 10Q (8707.810000 sec): 3 clusters
  Score: Raw -613600.850502 + Penalty 2871.254172 = -610729.596330
  nChanged 217
		SP:Iteration 11Q (8708.080000 sec): 3 clusters
  Score: Raw -613727.175261 + Penalty 2871.254172 = -610855.921089
  nChanged 177
		SP:Iteration 12Q (8708.360000 sec): 3 clusters
  Score: Raw -613818.361639 + Penalty 2871.254172 = -610947.107467
  nChanged 136
		SP:Iteration 13Q (8708.570000 sec): 3 clusters
  Score: Raw -613878.640121 + Penalty 2871.254172 = -611007.385949
  nChanged 99
		SP:Iteration 14Q (8708.810000 sec): 3 clusters
  Score: Raw -613923.933090 + Penalty 2871.254172 = -611052.678918
  nChanged 73
		SP:Iteration 15Q (8709.050000 sec): 3 clusters
  Score: Raw -613956.008592 + Penalty 2871.254172 = -611084.754419
  nChanged 69
		SP:Iteration 16Q (8709.260000 sec): 3 clusters
  Score: Raw -613985.534836 + Penalty 2871.254172 = -611114.280664
  nChanged 67
		SP:Iteration 17Q (8709.500000 sec): 3 clusters
  Score: Raw -614009.520047 + Penalty 2871.254172 = -611138.265875
  nChanged 59
		SP:Iteration 18Q (8709.710000 sec): 3 clusters
  Score: Raw -614032.777222 + Penalty 2871.254172 = -611161.523049
  nChanged 55
		SP:Iteration 19Q (8709.910000 sec): 3 clusters
  Score: Raw -614054.313413 + Penalty 2871.254172 = -611183.059241
  nChanged 47
		SP:Iteration 20F (8710.100000 sec): 3 clusters
  Score: Raw -614071.296095 + Penalty 2871.254172 = -611200.041922
  nChanged 43
		SP:Iteration 21Q (8710.360000 sec): 3 clusters
  Score: Raw -614084.559494 + Penalty 2871.254172 = -611213.305322
  nChanged 26
		SP:Iteration 22Q (8710.580000 sec): 3 clusters
  Score: Raw -614092.332907 + Penalty 2871.254172 = -611221.078734
  nChanged 23
		SP:Iteration 23Q (8710.780000 sec): 3 clusters
  Score: Raw -614101.024763 + Penalty 2871.254172 = -611229.770591
  nChanged 29
		SP:Iteration 24Q (8710.990000 sec): 3 clusters
  Score: Raw -614111.106571 + Penalty 2871.254172 = -611239.852398
  nChanged 28
		SP:Iteration 25Q (8711.160000 sec): 3 clusters
  Score: Raw -614120.872869 + Penalty 2871.254172 = -611249.618697
  nChanged 24
		SP:Iteration 26Q (8711.400000 sec): 3 clusters
  Score: Raw -614129.339211 + Penalty 2871.254172 = -611258.085039
  nChanged 24
		SP:Iteration 27Q (8711.610000 sec): 3 clusters
  Score: Raw -614137.022748 + Penalty 2871.254172 = -611265.768576
  nChanged 23
		SP:Iteration 28Q (8711.790000 sec): 3 clusters
  Score: Raw -614143.890386 + Penalty 2871.254172 = -611272.636214
  nChanged 14
		SP:Iteration 29Q (8712.010000 sec): 3 clusters
  Score: Raw -614148.305933 + Penalty 2871.254172 = -611277.051761
  nChanged 12
		SP:Iteration 30Q (8712.200000 sec): 3 clusters
  Score: Raw -614151.562610 + Penalty 2871.254172 = -611280.308438
  nChanged 17
		SP:Iteration 31Q (8712.410000 sec): 3 clusters
  Score: Raw -614155.838465 + Penalty 2871.254172 = -611284.584293
  nChanged 14
		SP:Iteration 32Q (8712.610000 sec): 3 clusters
  Score: Raw -614161.861119 + Penalty 2871.254172 = -611290.606947
  nChanged 13
		SP:Iteration 33Q (8712.870000 sec): 3 clusters
  Score: Raw -614166.006469 + Penalty 2871.254172 = -611294.752297
  nChanged 10
		SP:Iteration 34Q (8713.090000 sec): 3 clusters
  Score: Raw -614168.901454 + Penalty 2871.254172 = -611297.647282
  nChanged 5
		SP:Iteration 35Q (8713.290000 sec): 3 clusters
  Score: Raw -614170.273233 + Penalty 2871.254172 = -611299.019061
  nChanged 6
		SP:Iteration 36Q (8713.480000 sec): 3 clusters
  Score: Raw -614173.390998 + Penalty 2871.254172 = -611302.136825
  nChanged 14
		SP:Iteration 37Q (8713.690000 sec): 3 clusters
  Score: Raw -614178.026337 + Penalty 2871.254172 = -611306.772165
  nChanged 19
		SP:Iteration 38Q (8713.900000 sec): 3 clusters
  Score: Raw -614184.022704 + Penalty 2871.254172 = -611312.768531
  nChanged 12
		SP:Iteration 39Q (8714.080000 sec): 3 clusters
  Score: Raw -614187.412621 + Penalty 2871.254172 = -611316.158449
  nChanged 13
		SP:Iteration 40F (8714.370000 sec): 3 clusters
  Score: Raw -614191.585842 + Penalty 2871.254172 = -611320.331670
  nChanged 9
		SP:Iteration 41Q (8714.580000 sec): 3 clusters
  Score: Raw -614194.921517 + Penalty 2871.254172 = -611323.667345
  nChanged 10
		SP:Iteration 42Q (8714.810000 sec): 3 clusters
  Score: Raw -614198.847759 + Penalty 2871.254172 = -611327.593587
  nChanged 11
		SP:Iteration 43Q (8714.980000 sec): 3 clusters
  Score: Raw -614203.320845 + Penalty 2871.254172 = -611332.066673
  nChanged 13
		SP:Iteration 44Q (8715.170000 sec): 3 clusters
  Score: Raw -614208.170190 + Penalty 2871.254172 = -611336.916018
  nChanged 9
		SP:Iteration 45Q (8715.380000 sec): 3 clusters
  Score: Raw -614211.533628 + Penalty 2871.254172 = -611340.279455
  nChanged 13
		SP:Iteration 46Q (8715.570000 sec): 3 clusters
  Score: Raw -614218.069599 + Penalty 2871.254172 = -611346.815427
  nChanged 15
		SP:Iteration 47Q (8715.760000 sec): 3 clusters
  Score: Raw -614224.386631 + Penalty 2871.254172 = -611353.132459
  nChanged 16
		SP:Iteration 48Q (8715.950000 sec): 3 clusters
  Score: Raw -614231.504399 + Penalty 2871.254172 = -611360.250227
  nChanged 22
		SP:Iteration 49Q (8716.190000 sec): 3 clusters
  Score: Raw -614242.123474 + Penalty 2871.254172 = -611370.869302
  nChanged 22
		SP:Iteration 50Q (8716.440000 sec): 3 clusters
  Score: Raw -614250.831670 + Penalty 2871.254172 = -611379.577498
  nChanged 21
		SP:Iteration 51Q (8716.670000 sec): 3 clusters
  Score: Raw -614260.501026 + Penalty 2871.254172 = -611389.246854
  nChanged 22
		SP:Iteration 52Q (8716.900000 sec): 3 clusters
  Score: Raw -614269.633742 + Penalty 2871.254172 = -611398.379570
  nChanged 22
		SP:Iteration 53Q (8717.090000 sec): 3 clusters
  Score: Raw -614278.514722 + Penalty 2871.254172 = -611407.260550
  nChanged 19
		SP:Iteration 54Q (8717.360000 sec): 3 clusters
  Score: Raw -614285.208026 + Penalty 2871.254172 = -611413.953854
  nChanged 16
		SP:Iteration 55Q (8717.560000 sec): 3 clusters
  Score: Raw -614290.105286 + Penalty 2871.254172 = -611418.851114
  nChanged 10
		SP:Iteration 56Q (8717.790000 sec): 3 clusters
  Score: Raw -614293.001738 + Penalty 2871.254172 = -611421.747566
  nChanged 12
		SP:Iteration 57Q (8718.020000 sec): 3 clusters
  Score: Raw -614297.074292 + Penalty 2871.254172 = -611425.820120
  nChanged 13
		SP:Iteration 58Q (8718.220000 sec): 3 clusters
  Score: Raw -614302.667549 + Penalty 2871.254172 = -611431.413377
  nChanged 13
		SP:Iteration 59Q (8718.470000 sec): 3 clusters
  Score: Raw -614307.650886 + Penalty 2871.254172 = -611436.396714
  nChanged 9
		SP:Iteration 60F (8718.650000 sec): 3 clusters
  Score: Raw -614310.498681 + Penalty 2871.254172 = -611439.244508
  nChanged 7
		SP:Iteration 61Q (8718.850000 sec): 3 clusters
  Score: Raw -614313.585108 + Penalty 2871.254172 = -611442.330936
  nChanged 6
		SP:Iteration 62Q (8719.040000 sec): 3 clusters
  Score: Raw -614317.096235 + Penalty 2871.254172 = -611445.842063
  nChanged 9
		SP:Iteration 63Q (8719.290000 sec): 3 clusters
  Score: Raw -614321.040423 + Penalty 2871.254172 = -611449.786251
  nChanged 12
		SP:Iteration 64Q (8719.450000 sec): 3 clusters
  Score: Raw -614327.295720 + Penalty 2871.254172 = -611456.041548
  nChanged 12
		SP:Iteration 65Q (8719.630000 sec): 3 clusters
  Score: Raw -614333.866408 + Penalty 2871.254172 = -611462.612236
  nChanged 10
		SP:Iteration 66Q (8719.870000 sec): 3 clusters
  Score: Raw -614338.570558 + Penalty 2871.254172 = -611467.316386
  nChanged 9
		SP:Iteration 67Q (8720.120000 sec): 3 clusters
  Score: Raw -614343.266292 + Penalty 2871.254172 = -611472.012120
  nChanged 11
		SP:Iteration 68Q (8720.330000 sec): 3 clusters
  Score: Raw -614347.629243 + Penalty 2871.254172 = -611476.375071
  nChanged 5
		SP:Iteration 69Q (8720.550000 sec): 3 clusters
  Score: Raw -614349.854269 + Penalty 2871.254172 = -611478.600097
  nChanged 5
		SP:Iteration 70Q (8720.720000 sec): 3 clusters
  Score: Raw -614352.410165 + Penalty 2871.254172 = -611481.155992
  nChanged 8
		SP:Iteration 71Q (8720.910000 sec): 3 clusters
  Score: Raw -614357.084397 + Penalty 2871.254172 = -611485.830225
  nChanged 11
		SP:Iteration 72Q (8721.060000 sec): 3 clusters
  Score: Raw -614363.387661 + Penalty 2871.254172 = -611492.133489
  nChanged 13
		SP:Iteration 73Q (8721.280000 sec): 3 clusters
  Score: Raw -614369.825020 + Penalty 2871.254172 = -611498.570848
  nChanged 7
		SP:Iteration 74Q (8721.510000 sec): 3 clusters
  Score: Raw -614372.263349 + Penalty 2871.254172 = -611501.009177
  nChanged 6
		SP:Iteration 75Q (8721.690000 sec): 3 clusters
  Score: Raw -614375.988706 + Penalty 2871.254172 = -611504.734534
  nChanged 4
		SP:Iteration 76Q (8721.870000 sec): 3 clusters
  Score: Raw -614377.609422 + Penalty 2871.254172 = -611506.355250
  nChanged 4
		SP:Iteration 77Q (8722.050000 sec): 3 clusters
  Score: Raw -614378.446548 + Penalty 2871.254172 = -611507.192376
  nChanged 1
		SP:Iteration 78Q (8722.230000 sec): 3 clusters
  Score: Raw -614378.884973 + Penalty 2871.254172 = -611507.630801
  nChanged 1
		SP:Iteration 79Q (8722.420000 sec): 3 clusters
  Score: Raw -614379.272306 + Penalty 2871.254172 = -611508.018134
  nChanged 1
		SP:Iteration 80F (8722.600000 sec): 3 clusters
  Score: Raw -614379.928758 + Penalty 2871.254172 = -611508.674586
  nChanged 2
		SP:Iteration 81Q (8722.830000 sec): 3 clusters
  Score: Raw -614380.539324 + Penalty 2871.254172 = -611509.285152
  nChanged 2
		SP:Iteration 82Q (8723.010000 sec): 3 clusters
  Score: Raw -614380.865449 + Penalty 2871.254172 = -611509.611277
  nChanged 2
		SP:Iteration 83Q (8723.230000 sec): 3 clusters
  Score: Raw -614381.594360 + Penalty 2871.254172 = -611510.340188
  nChanged 1
		SP:Iteration 84Q (8723.370000 sec): 3 clusters
  Score: Raw -614381.993706 + Penalty 2871.254172 = -611510.739534
  nChanged 0
		SP:Iteration 85F (8723.550000 sec): 3 clusters
  Score: Raw -614381.993706 + Penalty 2871.254172 = -611510.739534
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 38 (15239 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8723.750000 sec): 2 clusters
  Score: Raw -1246845.460023 + Penalty 1565.137147 = -1245280.322876
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8723.970000 sec): 3 clusters
  Score: Raw -1237809.329011 + Penalty 3130.274293 = -1234679.054718
  nChanged 6840
		SP:Iteration 1F (8724.210000 sec): 3 clusters
  Score: Raw -1241647.252503 + Penalty 3130.274293 = -1238516.978210
  nChanged 946
		SP:Iteration 2F (8724.440000 sec): 3 clusters
  Score: Raw -1242146.367874 + Penalty 3130.274293 = -1239016.093580
  nChanged 944
		SP:Iteration 3F (8724.690000 sec): 3 clusters
  Score: Raw -1242689.184657 + Penalty 3130.274293 = -1239558.910363
  nChanged 914
		SP:Iteration 4F (8724.970000 sec): 3 clusters
  Score: Raw -1243281.089115 + Penalty 3130.274293 = -1240150.814821
  nChanged 932
		SP:Iteration 5F (8725.310000 sec): 3 clusters
  Score: Raw -1243969.170993 + Penalty 3130.274293 = -1240838.896700
  nChanged 936
		SP:Iteration 6F (8725.530000 sec): 3 clusters
  Score: Raw -1244685.714492 + Penalty 3130.274293 = -1241555.440198
  nChanged 891
		SP:Iteration 7F (8725.850000 sec): 3 clusters
  Score: Raw -1245295.698457 + Penalty 3130.274293 = -1242165.424163
  nChanged 726
		SP:Iteration 8Q (8726.150000 sec): 3 clusters
  Score: Raw -1245720.621433 + Penalty 3130.274293 = -1242590.347139
  nChanged 588
		SP:Iteration 9Q (8726.460000 sec): 3 clusters
  Score: Raw -1245987.316581 + Penalty 3130.274293 = -1242857.042288
  nChanged 398
		SP:Iteration 10Q (8726.710000 sec): 3 clusters
  Score: Raw -1246129.498579 + Penalty 3130.274293 = -1242999.224285
  nChanged 286
		SP:Iteration 11Q (8727.020000 sec): 3 clusters
  Score: Raw -1246201.894227 + Penalty 3130.274293 = -1243071.619934
  nChanged 201
		SP:Iteration 12Q (8727.290000 sec): 3 clusters
  Score: Raw -1246252.115021 + Penalty 3130.274293 = -1243121.840728
  nChanged 181
		SP:Iteration 13Q (8727.600000 sec): 3 clusters
  Score: Raw -1246294.423601 + Penalty 3130.274293 = -1243164.149307
  nChanged 146
		SP:Iteration 14Q (8727.850000 sec): 3 clusters
  Score: Raw -1246326.269151 + Penalty 3130.274293 = -1243195.994857
  nChanged 140
		SP:Iteration 15Q (8728.200000 sec): 3 clusters
  Score: Raw -1246356.381116 + Penalty 3130.274293 = -1243226.106822
  nChanged 123
		SP:Iteration 16Q (8728.440000 sec): 3 clusters
  Score: Raw -1246381.011501 + Penalty 3130.274293 = -1243250.737208
  nChanged 128
		SP:Iteration 17Q (8728.730000 sec): 3 clusters
  Score: Raw -1246408.814799 + Penalty 3130.274293 = -1243278.540505
  nChanged 139
		SP:Iteration 18Q (8729.010000 sec): 3 clusters
  Score: Raw -1246439.893240 + Penalty 3130.274293 = -1243309.618947
  nChanged 127
		SP:Iteration 19Q (8729.240000 sec): 3 clusters
  Score: Raw -1246470.322020 + Penalty 3130.274293 = -1243340.047727
  nChanged 118
		SP:Iteration 20F (8729.480000 sec): 3 clusters
  Score: Raw -1246499.816549 + Penalty 3130.274293 = -1243369.542256
  nChanged 143
		SP:Iteration 21Q (8729.790000 sec): 3 clusters
  Score: Raw -1246531.389694 + Penalty 3130.274293 = -1243401.115401
  nChanged 145
		SP:Iteration 22Q (8730.040000 sec): 3 clusters
  Score: Raw -1246563.615359 + Penalty 3130.274293 = -1243433.341066
  nChanged 142
		SP:Iteration 23Q (8730.280000 sec): 3 clusters
  Score: Raw -1246595.427870 + Penalty 3130.274293 = -1243465.153577
  nChanged 130
		SP:Iteration 24Q (8730.550000 sec): 3 clusters
  Score: Raw -1246626.343925 + Penalty 3130.274293 = -1243496.069632
  nChanged 118
		SP:Iteration 25Q (8730.890000 sec): 3 clusters
  Score: Raw -1246654.319274 + Penalty 3130.274293 = -1243524.044980
  nChanged 116
		SP:Iteration 26Q (8731.140000 sec): 3 clusters
  Score: Raw -1246684.203722 + Penalty 3130.274293 = -1243553.929429
  nChanged 123
		SP:Iteration 27Q (8731.460000 sec): 3 clusters
  Score: Raw -1246714.689842 + Penalty 3130.274293 = -1243584.415549
  nChanged 121
		SP:Iteration 28Q (8731.760000 sec): 3 clusters
  Score: Raw -1246745.896795 + Penalty 3130.274293 = -1243615.622502
  nChanged 142
		SP:Iteration 29Q (8732.040000 sec): 3 clusters
  Score: Raw -1246781.923336 + Penalty 3130.274293 = -1243651.649042
  nChanged 154
		SP:Iteration 30Q (8732.300000 sec): 3 clusters
  Score: Raw -1246817.179300 + Penalty 3130.274293 = -1243686.905007
  nChanged 150
		SP:Iteration 31Q (8732.570000 sec): 3 clusters
  Score: Raw -1246851.928253 + Penalty 3130.274293 = -1243721.653960
  nChanged 136
		SP:Iteration 32Q (8732.810000 sec): 3 clusters
  Score: Raw -1246886.457955 + Penalty 3130.274293 = -1243756.183661
  nChanged 124
		SP:Iteration 33Q (8733.100000 sec): 3 clusters
  Score: Raw -1246918.267651 + Penalty 3130.274293 = -1243787.993358
  nChanged 111
		SP:Iteration 34Q (8733.360000 sec): 3 clusters
  Score: Raw -1246943.748208 + Penalty 3130.274293 = -1243813.473915
  nChanged 104
		SP:Iteration 35Q (8733.620000 sec): 3 clusters
  Score: Raw -1246966.773829 + Penalty 3130.274293 = -1243836.499536
  nChanged 96
		SP:Iteration 36Q (8733.910000 sec): 3 clusters
  Score: Raw -1246987.274877 + Penalty 3130.274293 = -1243857.000584
  nChanged 113
		SP:Iteration 37Q (8734.210000 sec): 3 clusters
  Score: Raw -1247013.404653 + Penalty 3130.274293 = -1243883.130360
  nChanged 108
		SP:Iteration 38Q (8734.500000 sec): 3 clusters
  Score: Raw -1247041.898148 + Penalty 3130.274293 = -1243911.623855
  nChanged 104
		SP:Iteration 39Q (8734.810000 sec): 3 clusters
  Score: Raw -1247069.952720 + Penalty 3130.274293 = -1243939.678427
  nChanged 124
		SP:Iteration 40F (8735.100000 sec): 3 clusters
  Score: Raw -1247104.863413 + Penalty 3130.274293 = -1243974.589119
  nChanged 128
		SP:Iteration 41Q (8735.350000 sec): 3 clusters
  Score: Raw -1247142.672428 + Penalty 3130.274293 = -1244012.398135
  nChanged 130
		SP:Iteration 42Q (8735.640000 sec): 3 clusters
  Score: Raw -1247187.326246 + Penalty 3130.274293 = -1244057.051953
  nChanged 153
		SP:Iteration 43Q (8735.960000 sec): 3 clusters
  Score: Raw -1247237.393509 + Penalty 3130.274293 = -1244107.119215
  nChanged 152
		SP:Iteration 44Q (8736.260000 sec): 3 clusters
  Score: Raw -1247285.500035 + Penalty 3130.274293 = -1244155.225741
  nChanged 143
		SP:Iteration 45Q (8736.600000 sec): 3 clusters
  Score: Raw -1247332.762598 + Penalty 3130.274293 = -1244202.488305
  nChanged 140
		SP:Iteration 46Q (8736.900000 sec): 3 clusters
  Score: Raw -1247373.989211 + Penalty 3130.274293 = -1244243.714918
  nChanged 139
		SP:Iteration 47Q (8737.180000 sec): 3 clusters
  Score: Raw -1247412.732212 + Penalty 3130.274293 = -1244282.457919
  nChanged 115
		SP:Iteration 48Q (8737.460000 sec): 3 clusters
  Score: Raw -1247446.830269 + Penalty 3130.274293 = -1244316.555975
  nChanged 97
		SP:Iteration 49Q (8737.760000 sec): 3 clusters
  Score: Raw -1247477.729316 + Penalty 3130.274293 = -1244347.455023
  nChanged 99
		SP:Iteration 50Q (8738.000000 sec): 3 clusters
  Score: Raw -1247510.979727 + Penalty 3130.274293 = -1244380.705434
  nChanged 88
		SP:Iteration 51Q (8738.330000 sec): 3 clusters
  Score: Raw -1247535.964146 + Penalty 3130.274293 = -1244405.689853
  nChanged 66
		SP:Iteration 52Q (8738.690000 sec): 3 clusters
  Score: Raw -1247554.549094 + Penalty 3130.274293 = -1244424.274801
  nChanged 76
		SP:Iteration 53Q (8738.940000 sec): 3 clusters
  Score: Raw -1247575.064832 + Penalty 3130.274293 = -1244444.790539
  nChanged 75
		SP:Iteration 54Q (8739.210000 sec): 3 clusters
  Score: Raw -1247594.442181 + Penalty 3130.274293 = -1244464.167888
  nChanged 72
		SP:Iteration 55Q (8739.400000 sec): 3 clusters
  Score: Raw -1247611.040734 + Penalty 3130.274293 = -1244480.766441
  nChanged 61
		SP:Iteration 56Q (8739.690000 sec): 3 clusters
  Score: Raw -1247624.767154 + Penalty 3130.274293 = -1244494.492861
  nChanged 57
		SP:Iteration 57Q (8739.910000 sec): 3 clusters
  Score: Raw -1247635.448998 + Penalty 3130.274293 = -1244505.174704
  nChanged 41
		SP:Iteration 58Q (8740.170000 sec): 3 clusters
  Score: Raw -1247644.541113 + Penalty 3130.274293 = -1244514.266820
  nChanged 39
		SP:Iteration 59Q (8740.440000 sec): 3 clusters
  Score: Raw -1247652.303526 + Penalty 3130.274293 = -1244522.029233
  nChanged 32
		SP:Iteration 60F (8740.670000 sec): 3 clusters
  Score: Raw -1247659.584643 + Penalty 3130.274293 = -1244529.310350
  nChanged 32
		SP:Iteration 61Q (8740.900000 sec): 3 clusters
  Score: Raw -1247666.307468 + Penalty 3130.274293 = -1244536.033175
  nChanged 27
		SP:Iteration 62Q (8741.140000 sec): 3 clusters
  Score: Raw -1247672.468516 + Penalty 3130.274293 = -1244542.194223
  nChanged 26
		SP:Iteration 63Q (8741.360000 sec): 3 clusters
  Score: Raw -1247677.310262 + Penalty 3130.274293 = -1244547.035969
  nChanged 30
		SP:Iteration 64Q (8741.650000 sec): 3 clusters
  Score: Raw -1247683.736075 + Penalty 3130.274293 = -1244553.461782
  nChanged 32
		SP:Iteration 65Q (8741.870000 sec): 3 clusters
  Score: Raw -1247690.297538 + Penalty 3130.274293 = -1244560.023245
  nChanged 27
		SP:Iteration 66Q (8742.120000 sec): 3 clusters
  Score: Raw -1247695.788066 + Penalty 3130.274293 = -1244565.513773
  nChanged 28
		SP:Iteration 67Q (8742.410000 sec): 3 clusters
  Score: Raw -1247701.336208 + Penalty 3130.274293 = -1244571.061915
  nChanged 23
		SP:Iteration 68Q (8742.680000 sec): 3 clusters
  Score: Raw -1247705.658843 + Penalty 3130.274293 = -1244575.384549
  nChanged 25
		SP:Iteration 69Q (8742.970000 sec): 3 clusters
  Score: Raw -1247709.954463 + Penalty 3130.274293 = -1244579.680170
  nChanged 19
		SP:Iteration 70Q (8743.210000 sec): 3 clusters
  Score: Raw -1247713.231022 + Penalty 3130.274293 = -1244582.956728
  nChanged 19
		SP:Iteration 71Q (8743.470000 sec): 3 clusters
  Score: Raw -1247716.533451 + Penalty 3130.274293 = -1244586.259158
  nChanged 20
		SP:Iteration 72Q (8743.720000 sec): 3 clusters
  Score: Raw -1247720.213477 + Penalty 3130.274293 = -1244589.939184
  nChanged 15
		SP:Iteration 73Q (8744.010000 sec): 3 clusters
  Score: Raw -1247722.914697 + Penalty 3130.274293 = -1244592.640403
  nChanged 8
		SP:Iteration 74Q (8744.230000 sec): 3 clusters
  Score: Raw -1247724.206679 + Penalty 3130.274293 = -1244593.932386
  nChanged 8
		SP:Iteration 75Q (8744.470000 sec): 3 clusters
  Score: Raw -1247725.308536 + Penalty 3130.274293 = -1244595.034242
  nChanged 6
		SP:Iteration 76Q (8744.770000 sec): 3 clusters
  Score: Raw -1247726.320007 + Penalty 3130.274293 = -1244596.045713
  nChanged 7
		SP:Iteration 77Q (8745.040000 sec): 3 clusters
  Score: Raw -1247727.802568 + Penalty 3130.274293 = -1244597.528275
  nChanged 7
		SP:Iteration 78Q (8745.320000 sec): 3 clusters
  Score: Raw -1247728.781549 + Penalty 3130.274293 = -1244598.507255
  nChanged 5
		SP:Iteration 79Q (8745.530000 sec): 3 clusters
  Score: Raw -1247729.542158 + Penalty 3130.274293 = -1244599.267864
  nChanged 6
		SP:Iteration 80F (8745.770000 sec): 3 clusters
  Score: Raw -1247729.989781 + Penalty 3130.274293 = -1244599.715487
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 39 (4449 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8745.900000 sec): 2 clusters
  Score: Raw -374807.497041 + Penalty 1365.070628 = -373442.426414
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8746.160000 sec): 3 clusters
  Score: Raw -372602.952379 + Penalty 2730.141255 = -369872.811124
  nChanged 1748
		SP:Iteration 1F (8746.410000 sec): 3 clusters
  Score: Raw -373779.692269 + Penalty 2730.141255 = -371049.551014
  nChanged 422
		SP:Iteration 2F (8746.590000 sec): 3 clusters
  Score: Raw -374210.649307 + Penalty 2730.141255 = -371480.508052
  nChanged 367
		SP:Iteration 3F (8746.770000 sec): 3 clusters
  Score: Raw -374596.856831 + Penalty 2730.141255 = -371866.715576
  nChanged 329
		SP:Iteration 4F (8746.950000 sec): 3 clusters
  Score: Raw -374971.926732 + Penalty 2730.141255 = -372241.785477
  nChanged 313
		SP:Iteration 5F (8747.140000 sec): 3 clusters
  Score: Raw -375312.467318 + Penalty 2730.141255 = -372582.326063
  nChanged 269
		SP:Iteration 6F (8747.310000 sec): 3 clusters
  Score: Raw -375602.657824 + Penalty 2730.141255 = -372872.516569
  nChanged 209
		SP:Iteration 7Q (8747.570000 sec): 3 clusters
  Score: Raw -375774.093092 + Penalty 2730.141255 = -373043.951837
  nChanged 131
		SP:Iteration 8Q (8747.750000 sec): 3 clusters
  Score: Raw -375865.636241 + Penalty 2730.141255 = -373135.494986
  nChanged 84
		SP:Iteration 9Q (8747.950000 sec): 3 clusters
  Score: Raw -375911.822537 + Penalty 2730.141255 = -373181.681282
  nChanged 48
		SP:Iteration 10Q (8748.160000 sec): 3 clusters
  Score: Raw -375931.717730 + Penalty 2730.141255 = -373201.576475
  nChanged 25
		SP:Iteration 11Q (8748.370000 sec): 3 clusters
  Score: Raw -375940.719462 + Penalty 2730.141255 = -373210.578207
  nChanged 12
		SP:Iteration 12Q (8748.560000 sec): 3 clusters
  Score: Raw -375944.495420 + Penalty 2730.141255 = -373214.354165
  nChanged 7
		SP:Iteration 13Q (8748.750000 sec): 3 clusters
  Score: Raw -375946.808502 + Penalty 2730.141255 = -373216.667247
  nChanged 5
		SP:Iteration 14Q (8748.950000 sec): 3 clusters
  Score: Raw -375947.996660 + Penalty 2730.141255 = -373217.855405
  nChanged 5
		SP:Iteration 15Q (8749.090000 sec): 3 clusters
  Score: Raw -375949.471260 + Penalty 2730.141255 = -373219.330005
  nChanged 0
		SP:Iteration 16F (8749.260000 sec): 3 clusters
  Score: Raw -375949.471260 + Penalty 2730.141255 = -373219.330005
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 40 (43262 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8749.540000 sec): 2 clusters
  Score: Raw -3910143.844958 + Penalty 1734.692364 = -3908409.152594
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8749.970000 sec): 3 clusters
  Score: Raw -3882758.661812 + Penalty 3469.384727 = -3879289.277085
  nChanged 20310
		SP:Iteration 1F (8750.400000 sec): 3 clusters
  Score: Raw -3894492.575997 + Penalty 3469.384727 = -3891023.191270
  nChanged 2234
		SP:Iteration 2F (8750.880000 sec): 3 clusters
  Score: Raw -3895399.869960 + Penalty 3469.384727 = -3891930.485233
  nChanged 2563
		SP:Iteration 3F (8751.220000 sec): 3 clusters
  Score: Raw -3896637.430958 + Penalty 3469.384727 = -3893168.046230
  nChanged 2854
		SP:Iteration 4F (8751.700000 sec): 3 clusters
  Score: Raw -3898206.666221 + Penalty 3469.384727 = -3894737.281493
  nChanged 2990
		SP:Iteration 5F (8752.120000 sec): 3 clusters
  Score: Raw -3900008.148943 + Penalty 3469.384727 = -3896538.764215
  nChanged 2795
		SP:Iteration 6F (8752.550000 sec): 3 clusters
  Score: Raw -3901790.559727 + Penalty 3469.384727 = -3898321.175000
  nChanged 2547
		SP:Iteration 7F (8752.960000 sec): 3 clusters
  Score: Raw -3903502.939656 + Penalty 3469.384727 = -3900033.554928
  nChanged 2284
		SP:Iteration 8F (8753.380000 sec): 3 clusters
  Score: Raw -3905208.058374 + Penalty 3469.384727 = -3901738.673646
  nChanged 1975
		SP:Iteration 9Q (8753.810000 sec): 3 clusters
  Score: Raw -3906857.888822 + Penalty 3469.384727 = -3903388.504095
  nChanged 1631
		SP:Iteration 10Q (8754.280000 sec): 3 clusters
  Score: Raw -3908294.740684 + Penalty 3469.384727 = -3904825.355957
  nChanged 1072
		SP:Iteration 11Q (8754.730000 sec): 3 clusters
  Score: Raw -3909243.762094 + Penalty 3469.384727 = -3905774.377367
  nChanged 618
		SP:Iteration 12Q (8755.170000 sec): 3 clusters
  Score: Raw -3909768.974047 + Penalty 3469.384727 = -3906299.589319
  nChanged 321
		SP:Iteration 13Q (8755.550000 sec): 3 clusters
  Score: Raw -3910058.643656 + Penalty 3469.384727 = -3906589.258928
  nChanged 177
		SP:Iteration 14Q (8755.940000 sec): 3 clusters
  Score: Raw -3910222.662424 + Penalty 3469.384727 = -3906753.277697
  nChanged 85
		SP:Iteration 15Q (8756.310000 sec): 3 clusters
  Score: Raw -3910299.045897 + Penalty 3469.384727 = -3906829.661170
  nChanged 56
		SP:Iteration 16Q (8756.670000 sec): 3 clusters
  Score: Raw -3910348.135586 + Penalty 3469.384727 = -3906878.750858
  nChanged 47
		SP:Iteration 17Q (8757.020000 sec): 3 clusters
  Score: Raw -3910392.923856 + Penalty 3469.384727 = -3906923.539129
  nChanged 29
		SP:Iteration 18Q (8757.410000 sec): 3 clusters
  Score: Raw -3910420.462259 + Penalty 3469.384727 = -3906951.077532
  nChanged 24
		SP:Iteration 19Q (8757.760000 sec): 3 clusters
  Score: Raw -3910444.340206 + Penalty 3469.384727 = -3906974.955478
  nChanged 22
		SP:Iteration 20F (8758.160000 sec): 3 clusters
  Score: Raw -3910462.575994 + Penalty 3469.384727 = -3906993.191267
  nChanged 14
		SP:Iteration 21Q (8758.590000 sec): 3 clusters
  Score: Raw -3910472.594003 + Penalty 3469.384727 = -3907003.209275
  nChanged 14
		SP:Iteration 22Q (8759.000000 sec): 3 clusters
  Score: Raw -3910480.267997 + Penalty 3469.384727 = -3907010.883269
  nChanged 9
		SP:Iteration 23Q (8759.390000 sec): 3 clusters
  Score: Raw -3910485.709787 + Penalty 3469.384727 = -3907016.325059
  nChanged 12
		SP:Iteration 24Q (8759.850000 sec): 3 clusters
  Score: Raw -3910493.818000 + Penalty 3469.384727 = -3907024.433273
  nChanged 7
		SP:Iteration 25Q (8760.260000 sec): 3 clusters
  Score: Raw -3910497.249909 + Penalty 3469.384727 = -3907027.865182
  nChanged 3
		SP:Iteration 26Q (8760.640000 sec): 3 clusters
  Score: Raw -3910499.426235 + Penalty 3469.384727 = -3907030.041508
  nChanged 6
		SP:Iteration 27Q (8761.060000 sec): 3 clusters
  Score: Raw -3910504.079134 + Penalty 3469.384727 = -3907034.694406
  nChanged 3
		SP:Iteration 28Q (8761.460000 sec): 3 clusters
  Score: Raw -3910506.372593 + Penalty 3469.384727 = -3907036.987865
  nChanged 1
		SP:Iteration 29Q (8761.850000 sec): 3 clusters
  Score: Raw -3910507.020106 + Penalty 3469.384727 = -3907037.635379
  nChanged 2
		SP:Iteration 30Q (8762.260000 sec): 3 clusters
  Score: Raw -3910508.509679 + Penalty 3469.384727 = -3907039.124951
  nChanged 1
		SP:Iteration 31Q (8762.680000 sec): 3 clusters
  Score: Raw -3910509.370216 + Penalty 3469.384727 = -3907039.985488
  nChanged 1
		SP:Iteration 32Q (8763.060000 sec): 3 clusters
  Score: Raw -3910509.677013 + Penalty 3469.384727 = -3907040.292286
  nChanged 1
		SP:Iteration 33Q (8763.440000 sec): 3 clusters
  Score: Raw -3910509.991904 + Penalty 3469.384727 = -3907040.607177
  nChanged 0
		SP:Iteration 34F (8763.820000 sec): 3 clusters
  Score: Raw -3910509.991904 + Penalty 3469.384727 = -3907040.607177
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 41 (1306 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8763.940000 sec): 2 clusters
  Score: Raw -110504.746285 + Penalty 1165.892700 = -109338.853584
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8764.160000 sec): 3 clusters
  Score: Raw -110008.990898 + Penalty 2331.785401 = -107677.205498
  nChanged 430
		SP:Iteration 1F (8764.310000 sec): 3 clusters
  Score: Raw -110358.013227 + Penalty 2331.785401 = -108026.227826
  nChanged 104
		SP:Iteration 2F (8764.540000 sec): 3 clusters
  Score: Raw -110434.823336 + Penalty 2331.785401 = -108103.037935
  nChanged 50
		SP:Iteration 3Q (8764.730000 sec): 3 clusters
  Score: Raw -110483.250639 + Penalty 2331.785401 = -108151.465238
  nChanged 38
		SP:Iteration 4Q (8764.920000 sec): 3 clusters
  Score: Raw -110515.715202 + Penalty 2331.785401 = -108183.929801
  nChanged 24
		SP:Iteration 5Q (8765.120000 sec): 3 clusters
  Score: Raw -110532.949731 + Penalty 2331.785401 = -108201.164331
  nChanged 18
		SP:Iteration 6Q (8765.260000 sec): 3 clusters
  Score: Raw -110545.484247 + Penalty 2331.785401 = -108213.698846
  nChanged 10
		SP:Iteration 7Q (8765.470000 sec): 3 clusters
  Score: Raw -110552.207631 + Penalty 2331.785401 = -108220.422230
  nChanged 12
		SP:Iteration 8Q (8765.680000 sec): 3 clusters
  Score: Raw -110558.079742 + Penalty 2331.785401 = -108226.294341
  nChanged 8
		SP:Iteration 9Q (8765.820000 sec): 3 clusters
  Score: Raw -110562.626127 + Penalty 2331.785401 = -108230.840727
  nChanged 5
		SP:Iteration 10Q (8765.970000 sec): 3 clusters
  Score: Raw -110566.954786 + Penalty 2331.785401 = -108235.169385
  nChanged 7
		SP:Iteration 11Q (8766.130000 sec): 3 clusters
  Score: Raw -110572.414457 + Penalty 2331.785401 = -108240.629056
  nChanged 5
		SP:Iteration 12Q (8766.310000 sec): 3 clusters
  Score: Raw -110577.428463 + Penalty 2331.785401 = -108245.643062
  nChanged 5
		SP:Iteration 13Q (8766.480000 sec): 3 clusters
  Score: Raw -110583.429185 + Penalty 2331.785401 = -108251.643785
  nChanged 4
		SP:Iteration 14Q (8766.650000 sec): 3 clusters
  Score: Raw -110587.479209 + Penalty 2331.785401 = -108255.693808
  nChanged 7
		SP:Iteration 15Q (8766.860000 sec): 3 clusters
  Score: Raw -110593.323044 + Penalty 2331.785401 = -108261.537643
  nChanged 6
		SP:Iteration 16Q (8767.030000 sec): 3 clusters
  Score: Raw -110597.825012 + Penalty 2331.785401 = -108266.039612
  nChanged 3
		SP:Iteration 17Q (8767.240000 sec): 3 clusters
  Score: Raw -110603.949156 + Penalty 2331.785401 = -108272.163755
  nChanged 4
		SP:Iteration 18Q (8767.440000 sec): 3 clusters
  Score: Raw -110606.542627 + Penalty 2331.785401 = -108274.757226
  nChanged 2
		SP:Iteration 19Q (8767.640000 sec): 3 clusters
  Score: Raw -110607.674137 + Penalty 2331.785401 = -108275.888736
  nChanged 2
		SP:Iteration 20F (8767.840000 sec): 3 clusters
  Score: Raw -110610.969999 + Penalty 2331.785401 = -108279.184599
  nChanged 7
		SP:Iteration 21Q (8768.010000 sec): 3 clusters
  Score: Raw -110615.006797 + Penalty 2331.785401 = -108283.221397
  nChanged 8
		SP:Iteration 22Q (8768.180000 sec): 3 clusters
  Score: Raw -110618.556868 + Penalty 2331.785401 = -108286.771467
  nChanged 5
		SP:Iteration 23Q (8768.430000 sec): 3 clusters
  Score: Raw -110622.479481 + Penalty 2331.785401 = -108290.694080
  nChanged 7
		SP:Iteration 24Q (8768.590000 sec): 3 clusters
  Score: Raw -110625.789232 + Penalty 2331.785401 = -108294.003831
  nChanged 2
		SP:Iteration 25Q (8768.740000 sec): 3 clusters
  Score: Raw -110627.100866 + Penalty 2331.785401 = -108295.315465
  nChanged 0
		SP:Iteration 26F (8768.970000 sec): 3 clusters
  Score: Raw -110627.100866 + Penalty 2331.785401 = -108295.315465
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 42 (1529 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8769.110000 sec): 2 clusters
  Score: Raw -111825.552103 + Penalty 1191.509996 = -110634.042107
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8769.310000 sec): 3 clusters
  Score: Raw -111228.158401 + Penalty 2383.019992 = -108845.138409
  nChanged 503
		SP:Iteration 1F (8769.520000 sec): 3 clusters
  Score: Raw -111648.735226 + Penalty 2383.019992 = -109265.715234
  nChanged 144
		SP:Iteration 2F (8769.700000 sec): 3 clusters
  Score: Raw -111813.658899 + Penalty 2383.019992 = -109430.638907
  nChanged 109
		SP:Iteration 3F (8769.850000 sec): 3 clusters
  Score: Raw -111943.551893 + Penalty 2383.019992 = -109560.531902
  nChanged 72
		SP:Iteration 4Q (8770.000000 sec): 3 clusters
  Score: Raw -112043.408797 + Penalty 2383.019992 = -109660.388805
  nChanged 76
		SP:Iteration 5Q (8770.170000 sec): 3 clusters
  Score: Raw -112154.444895 + Penalty 2383.019992 = -109771.424903
  nChanged 69
		SP:Iteration 6Q (8770.410000 sec): 3 clusters
  Score: Raw -112237.637020 + Penalty 2383.019992 = -109854.617028
  nChanged 51
		SP:Iteration 7Q (8770.620000 sec): 3 clusters
  Score: Raw -112299.013387 + Penalty 2383.019992 = -109915.993395
  nChanged 43
		SP:Iteration 8Q (8770.740000 sec): 3 clusters
  Score: Raw -112363.622115 + Penalty 2383.019992 = -109980.602123
  nChanged 41
		SP:Iteration 9Q (8770.970000 sec): 3 clusters
  Score: Raw -112425.074090 + Penalty 2383.019992 = -110042.054098
  nChanged 31
		SP:Iteration 10Q (8771.110000 sec): 3 clusters
  Score: Raw -112463.615246 + Penalty 2383.019992 = -110080.595254
  nChanged 27
		SP:Iteration 11Q (8771.300000 sec): 3 clusters
  Score: Raw -112495.113487 + Penalty 2383.019992 = -110112.093495
  nChanged 21
		SP:Iteration 12Q (8771.430000 sec): 3 clusters
  Score: Raw -112514.176707 + Penalty 2383.019992 = -110131.156715
  nChanged 20
		SP:Iteration 13Q (8771.630000 sec): 3 clusters
  Score: Raw -112541.699652 + Penalty 2383.019992 = -110158.679660
  nChanged 15
		SP:Iteration 14Q (8771.800000 sec): 3 clusters
  Score: Raw -112562.765881 + Penalty 2383.019992 = -110179.745889
  nChanged 15
		SP:Iteration 15Q (8771.960000 sec): 3 clusters
  Score: Raw -112573.566641 + Penalty 2383.019992 = -110190.546649
  nChanged 4
		SP:Iteration 16Q (8772.200000 sec): 3 clusters
  Score: Raw -112575.708755 + Penalty 2383.019992 = -110192.688763
  nChanged 0
		SP:Iteration 17F (8772.390000 sec): 3 clusters
  Score: Raw -112575.708755 + Penalty 2383.019992 = -110192.688763
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 43 (685 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8772.440000 sec): 2 clusters
  Score: Raw -57823.728470 + Penalty 1061.030561 = -56762.697909
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8772.630000 sec): 3 clusters
  Score: Raw -57674.118226 + Penalty 2122.061122 = -55552.057104
  nChanged 160
		SP:Iteration 1F (8772.810000 sec): 3 clusters
  Score: Raw -57874.365518 + Penalty 2122.061122 = -55752.304396
  nChanged 50
		SP:Iteration 2F (8773.050000 sec): 3 clusters
  Score: Raw -57962.663033 + Penalty 2122.061122 = -55840.601910
  nChanged 21
		SP:Iteration 3Q (8773.270000 sec): 3 clusters
  Score: Raw -58012.272603 + Penalty 2122.061122 = -55890.211480
  nChanged 20
		SP:Iteration 4Q (8773.470000 sec): 3 clusters
  Score: Raw -58057.328917 + Penalty 2122.061122 = -55935.267795
  nChanged 26
		SP:Iteration 5Q (8773.680000 sec): 3 clusters
  Score: Raw -58108.367743 + Penalty 2122.061122 = -55986.306621
  nChanged 25
		SP:Iteration 6Q (8773.860000 sec): 3 clusters
  Score: Raw -58152.301880 + Penalty 2122.061122 = -56030.240757
  nChanged 15
		SP:Iteration 7Q (8774.140000 sec): 3 clusters
  Score: Raw -58176.882956 + Penalty 2122.061122 = -56054.821834
  nChanged 15
		SP:Iteration 8Q (8774.280000 sec): 3 clusters
  Score: Raw -58199.936795 + Penalty 2122.061122 = -56077.875672
  nChanged 8
		SP:Iteration 9Q (8774.470000 sec): 3 clusters
  Score: Raw -58218.098887 + Penalty 2122.061122 = -56096.037764
  nChanged 5
		SP:Iteration 10Q (8774.680000 sec): 3 clusters
  Score: Raw -58227.907814 + Penalty 2122.061122 = -56105.846691
  nChanged 4
		SP:Iteration 11Q (8774.850000 sec): 3 clusters
  Score: Raw -58235.594788 + Penalty 2122.061122 = -56113.533666
  nChanged 7
		SP:Iteration 12Q (8775.040000 sec): 3 clusters
  Score: Raw -58248.527100 + Penalty 2122.061122 = -56126.465978
  nChanged 6
		SP:Iteration 13Q (8775.200000 sec): 3 clusters
  Score: Raw -58258.702967 + Penalty 2122.061122 = -56136.641844
  nChanged 5
		SP:Iteration 14Q (8775.360000 sec): 3 clusters
  Score: Raw -58268.495671 + Penalty 2122.061122 = -56146.434548
  nChanged 2
		SP:Iteration 15Q (8775.600000 sec): 3 clusters
  Score: Raw -58273.322504 + Penalty 2122.061122 = -56151.261381
  nChanged 0
		SP:Iteration 16F (8775.790000 sec): 3 clusters
  Score: Raw -58273.322504 + Penalty 2122.061122 = -56151.261381
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 44 (5936 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8775.910000 sec): 2 clusters
  Score: Raw -480911.901952 + Penalty 1411.928503 = -479499.973449
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8776.120000 sec): 3 clusters
  Score: Raw -477827.984243 + Penalty 2823.857005 = -475004.127238
  nChanged 2459
		SP:Iteration 1F (8776.320000 sec): 3 clusters
  Score: Raw -479316.530638 + Penalty 2823.857005 = -476492.673633
  nChanged 487
		SP:Iteration 2F (8776.520000 sec): 3 clusters
  Score: Raw -479720.844814 + Penalty 2823.857005 = -476896.987809
  nChanged 471
		SP:Iteration 3F (8776.820000 sec): 3 clusters
  Score: Raw -480176.374337 + Penalty 2823.857005 = -477352.517332
  nChanged 458
		SP:Iteration 4F (8777.020000 sec): 3 clusters
  Score: Raw -480633.119719 + Penalty 2823.857005 = -477809.262714
  nChanged 438
		SP:Iteration 5F (8777.180000 sec): 3 clusters
  Score: Raw -481062.973334 + Penalty 2823.857005 = -478239.116329
  nChanged 353
		SP:Iteration 6F (8777.420000 sec): 3 clusters
  Score: Raw -481429.710834 + Penalty 2823.857005 = -478605.853829
  nChanged 328
		SP:Iteration 7F (8777.580000 sec): 3 clusters
  Score: Raw -481797.667487 + Penalty 2823.857005 = -478973.810482
  nChanged 261
		SP:Iteration 8Q (8777.840000 sec): 3 clusters
  Score: Raw -482102.159418 + Penalty 2823.857005 = -479278.302413
  nChanged 230
		SP:Iteration 9Q (8778.050000 sec): 3 clusters
  Score: Raw -482369.155220 + Penalty 2823.857005 = -479545.298215
  nChanged 180
		SP:Iteration 10Q (8778.230000 sec): 3 clusters
  Score: Raw -482536.516857 + Penalty 2823.857005 = -479712.659852
  nChanged 142
		SP:Iteration 11Q (8778.470000 sec): 3 clusters
  Score: Raw -482628.418938 + Penalty 2823.857005 = -479804.561933
  nChanged 97
		SP:Iteration 12Q (8778.640000 sec): 3 clusters
  Score: Raw -482680.614618 + Penalty 2823.857005 = -479856.757613
  nChanged 84
		SP:Iteration 13Q (8778.840000 sec): 3 clusters
  Score: Raw -482731.239380 + Penalty 2823.857005 = -479907.382375
  nChanged 70
		SP:Iteration 14Q (8779.020000 sec): 3 clusters
  Score: Raw -482775.850691 + Penalty 2823.857005 = -479951.993686
  nChanged 71
		SP:Iteration 15Q (8779.200000 sec): 3 clusters
  Score: Raw -482819.088233 + Penalty 2823.857005 = -479995.231228
  nChanged 50
		SP:Iteration 16Q (8779.390000 sec): 3 clusters
  Score: Raw -482838.319252 + Penalty 2823.857005 = -480014.462247
  nChanged 33
		SP:Iteration 17Q (8779.580000 sec): 3 clusters
  Score: Raw -482851.425505 + Penalty 2823.857005 = -480027.568500
  nChanged 37
		SP:Iteration 18Q (8779.720000 sec): 3 clusters
  Score: Raw -482867.493540 + Penalty 2823.857005 = -480043.636534
  nChanged 29
		SP:Iteration 19Q (8779.920000 sec): 3 clusters
  Score: Raw -482883.535283 + Penalty 2823.857005 = -480059.678278
  nChanged 30
		SP:Iteration 20F (8780.100000 sec): 3 clusters
  Score: Raw -482902.543069 + Penalty 2823.857005 = -480078.686063
  nChanged 31
		SP:Iteration 21Q (8780.240000 sec): 3 clusters
  Score: Raw -482921.588774 + Penalty 2823.857005 = -480097.731768
  nChanged 33
		SP:Iteration 22Q (8780.460000 sec): 3 clusters
  Score: Raw -482944.961903 + Penalty 2823.857005 = -480121.104898
  nChanged 49
		SP:Iteration 23Q (8780.630000 sec): 3 clusters
  Score: Raw -482983.851604 + Penalty 2823.857005 = -480159.994599
  nChanged 46
		SP:Iteration 24Q (8780.870000 sec): 3 clusters
  Score: Raw -483018.897794 + Penalty 2823.857005 = -480195.040789
  nChanged 44
		SP:Iteration 25Q (8781.010000 sec): 3 clusters
  Score: Raw -483046.289471 + Penalty 2823.857005 = -480222.432466
  nChanged 38
		SP:Iteration 26Q (8781.170000 sec): 3 clusters
  Score: Raw -483071.824421 + Penalty 2823.857005 = -480247.967416
  nChanged 51
		SP:Iteration 27Q (8781.350000 sec): 3 clusters
  Score: Raw -483103.743621 + Penalty 2823.857005 = -480279.886616
  nChanged 39
		SP:Iteration 28Q (8781.520000 sec): 3 clusters
  Score: Raw -483122.988050 + Penalty 2823.857005 = -480299.131045
  nChanged 38
		SP:Iteration 29Q (8781.680000 sec): 3 clusters
  Score: Raw -483139.008716 + Penalty 2823.857005 = -480315.151711
  nChanged 24
		SP:Iteration 30Q (8781.840000 sec): 3 clusters
  Score: Raw -483146.025107 + Penalty 2823.857005 = -480322.168102
  nChanged 21
		SP:Iteration 31Q (8781.990000 sec): 3 clusters
  Score: Raw -483151.910074 + Penalty 2823.857005 = -480328.053069
  nChanged 15
		SP:Iteration 32Q (8782.170000 sec): 3 clusters
  Score: Raw -483156.202441 + Penalty 2823.857005 = -480332.345436
  nChanged 15
		SP:Iteration 33Q (8782.350000 sec): 3 clusters
  Score: Raw -483161.152847 + Penalty 2823.857005 = -480337.295842
  nChanged 12
		SP:Iteration 34Q (8782.510000 sec): 3 clusters
  Score: Raw -483163.682723 + Penalty 2823.857005 = -480339.825718
  nChanged 7
		SP:Iteration 35Q (8782.770000 sec): 3 clusters
  Score: Raw -483164.871255 + Penalty 2823.857005 = -480341.014250
  nChanged 5
		SP:Iteration 36Q (8782.970000 sec): 3 clusters
  Score: Raw -483166.391701 + Penalty 2823.857005 = -480342.534696
  nChanged 3
		SP:Iteration 37Q (8783.150000 sec): 3 clusters
  Score: Raw -483167.235065 + Penalty 2823.857005 = -480343.378060
  nChanged 1
		SP:Iteration 38Q (8783.350000 sec): 3 clusters
  Score: Raw -483167.276599 + Penalty 2823.857005 = -480343.419594
  nChanged 0
		SP:Iteration 39F (8783.520000 sec): 3 clusters
  Score: Raw -483167.276599 + Penalty 2823.857005 = -480343.419594
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 98.
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 45 (5502 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8783.610000 sec): 2 clusters
  Score: Raw -520224.418686 + Penalty 1399.590878 = -518824.827808
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8783.820000 sec): 3 clusters
  Score: Raw -517380.338254 + Penalty 2799.181756 = -514581.156498
  nChanged 2210
		SP:Iteration 1F (8784.000000 sec): 3 clusters
  Score: Raw -518627.846057 + Penalty 2799.181756 = -515828.664301
  nChanged 441
		SP:Iteration 2F (8784.180000 sec): 3 clusters
  Score: Raw -518862.626665 + Penalty 2799.181756 = -516063.444909
  nChanged 333
		SP:Iteration 3F (8784.390000 sec): 3 clusters
  Score: Raw -519060.394262 + Penalty 2799.181756 = -516261.212506
  nChanged 302
		SP:Iteration 4F (8784.620000 sec): 3 clusters
  Score: Raw -519258.882373 + Penalty 2799.181756 = -516459.700617
  nChanged 320
		SP:Iteration 5F (8784.830000 sec): 3 clusters
  Score: Raw -519487.724798 + Penalty 2799.181756 = -516688.543042
  nChanged 300
		SP:Iteration 6F (8785.020000 sec): 3 clusters
  Score: Raw -519694.371560 + Penalty 2799.181756 = -516895.189804
  nChanged 240
		SP:Iteration 7Q (8785.270000 sec): 3 clusters
  Score: Raw -519858.333230 + Penalty 2799.181756 = -517059.151474
  nChanged 188
		SP:Iteration 8Q (8785.440000 sec): 3 clusters
  Score: Raw -519985.953559 + Penalty 2799.181756 = -517186.771803
  nChanged 156
		SP:Iteration 9Q (8785.680000 sec): 3 clusters
  Score: Raw -520091.999406 + Penalty 2799.181756 = -517292.817650
  nChanged 117
		SP:Iteration 10Q (8785.890000 sec): 3 clusters
  Score: Raw -520165.888373 + Penalty 2799.181756 = -517366.706617
  nChanged 90
		SP:Iteration 11Q (8786.100000 sec): 3 clusters
  Score: Raw -520224.515070 + Penalty 2799.181756 = -517425.333314
  nChanged 62
		SP:Iteration 12Q (8786.270000 sec): 3 clusters
  Score: Raw -520263.472883 + Penalty 2799.181756 = -517464.291127
  nChanged 50
		SP:Iteration 13Q (8786.500000 sec): 3 clusters
  Score: Raw -520299.055467 + Penalty 2799.181756 = -517499.873711
  nChanged 32
		SP:Iteration 14Q (8786.690000 sec): 3 clusters
  Score: Raw -520317.604423 + Penalty 2799.181756 = -517518.422667
  nChanged 24
		SP:Iteration 15Q (8786.930000 sec): 3 clusters
  Score: Raw -520332.387988 + Penalty 2799.181756 = -517533.206232
  nChanged 24
		SP:Iteration 16Q (8787.150000 sec): 3 clusters
  Score: Raw -520350.390292 + Penalty 2799.181756 = -517551.208536
  nChanged 18
		SP:Iteration 17Q (8787.320000 sec): 3 clusters
  Score: Raw -520361.189091 + Penalty 2799.181756 = -517562.007335
  nChanged 12
		SP:Iteration 18Q (8787.520000 sec): 3 clusters
  Score: Raw -520370.248832 + Penalty 2799.181756 = -517571.067076
  nChanged 18
		SP:Iteration 19Q (8787.700000 sec): 3 clusters
  Score: Raw -520380.039878 + Penalty 2799.181756 = -517580.858122
  nChanged 15
		SP:Iteration 20F (8787.900000 sec): 3 clusters
  Score: Raw -520390.916649 + Penalty 2799.181756 = -517591.734893
  nChanged 6
		SP:Iteration 21Q (8788.130000 sec): 3 clusters
  Score: Raw -520394.123219 + Penalty 2799.181756 = -517594.941463
  nChanged 4
		SP:Iteration 22Q (8788.300000 sec): 3 clusters
  Score: Raw -520397.122953 + Penalty 2799.181756 = -517597.941197
  nChanged 4
		SP:Iteration 23Q (8788.530000 sec): 3 clusters
  Score: Raw -520400.331657 + Penalty 2799.181756 = -517601.149901
  nChanged 7
		SP:Iteration 24Q (8788.730000 sec): 3 clusters
  Score: Raw -520403.925819 + Penalty 2799.181756 = -517604.744063
  nChanged 3
		SP:Iteration 25Q (8788.900000 sec): 3 clusters
  Score: Raw -520406.106795 + Penalty 2799.181756 = -517606.925039
  nChanged 1
		SP:Iteration 26Q (8789.120000 sec): 3 clusters
  Score: Raw -520406.846683 + Penalty 2799.181756 = -517607.664927
  nChanged 0
		SP:Iteration 27F (8789.320000 sec): 3 clusters
  Score: Raw -520406.846683 + Penalty 2799.181756 = -517607.664927
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 46 (2747 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8789.400000 sec): 2 clusters
  Score: Raw -252386.873482 + Penalty 1286.718011 = -251100.155470
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8789.640000 sec): 3 clusters
  Score: Raw -251056.623780 + Penalty 2573.436023 = -248483.187757
  nChanged 1027
		SP:Iteration 1F (8789.810000 sec): 3 clusters
  Score: Raw -251639.952557 + Penalty 2573.436023 = -249066.516534
  nChanged 216
		SP:Iteration 2F (8789.980000 sec): 3 clusters
  Score: Raw -251770.252153 + Penalty 2573.436023 = -249196.816130
  nChanged 121
		SP:Iteration 3Q (8790.140000 sec): 3 clusters
  Score: Raw -251833.643694 + Penalty 2573.436023 = -249260.207671
  nChanged 85
		SP:Iteration 4Q (8790.300000 sec): 3 clusters
  Score: Raw -251881.578202 + Penalty 2573.436023 = -249308.142179
  nChanged 91
		SP:Iteration 5Q (8790.490000 sec): 3 clusters
  Score: Raw -251930.020303 + Penalty 2573.436023 = -249356.584280
  nChanged 90
		SP:Iteration 6Q (8790.660000 sec): 3 clusters
  Score: Raw -251978.603347 + Penalty 2573.436023 = -249405.167324
  nChanged 89
		SP:Iteration 7Q (8790.860000 sec): 3 clusters
  Score: Raw -252032.480426 + Penalty 2573.436023 = -249459.044403
  nChanged 99
		SP:Iteration 8Q (8791.020000 sec): 3 clusters
  Score: Raw -252092.892139 + Penalty 2573.436023 = -249519.456116
  nChanged 97
		SP:Iteration 9Q (8791.200000 sec): 3 clusters
  Score: Raw -252151.577381 + Penalty 2573.436023 = -249578.141358
  nChanged 88
		SP:Iteration 10Q (8791.370000 sec): 3 clusters
  Score: Raw -252202.978948 + Penalty 2573.436023 = -249629.542925
  nChanged 91
		SP:Iteration 11Q (8791.550000 sec): 3 clusters
  Score: Raw -252260.051522 + Penalty 2573.436023 = -249686.615499
  nChanged 80
		SP:Iteration 12Q (8791.700000 sec): 3 clusters
  Score: Raw -252314.062297 + Penalty 2573.436023 = -249740.626274
  nChanged 70
		SP:Iteration 13Q (8791.860000 sec): 3 clusters
  Score: Raw -252360.827773 + Penalty 2573.436023 = -249787.391750
  nChanged 55
		SP:Iteration 14Q (8792.000000 sec): 3 clusters
  Score: Raw -252401.480253 + Penalty 2573.436023 = -249828.044230
  nChanged 50
		SP:Iteration 15Q (8792.160000 sec): 3 clusters
  Score: Raw -252435.259104 + Penalty 2573.436023 = -249861.823081
  nChanged 37
		SP:Iteration 16Q (8792.290000 sec): 3 clusters
  Score: Raw -252457.143477 + Penalty 2573.436023 = -249883.707454
  nChanged 38
		SP:Iteration 17Q (8792.480000 sec): 3 clusters
  Score: Raw -252481.667500 + Penalty 2573.436023 = -249908.231477
  nChanged 37
		SP:Iteration 18Q (8792.650000 sec): 3 clusters
  Score: Raw -252507.527786 + Penalty 2573.436023 = -249934.091763
  nChanged 35
		SP:Iteration 19Q (8792.840000 sec): 3 clusters
  Score: Raw -252527.589521 + Penalty 2573.436023 = -249954.153498
  nChanged 23
		SP:Iteration 20F (8793.000000 sec): 3 clusters
  Score: Raw -252541.540794 + Penalty 2573.436023 = -249968.104771
  nChanged 16
		SP:Iteration 21Q (8793.190000 sec): 3 clusters
  Score: Raw -252551.172523 + Penalty 2573.436023 = -249977.736500
  nChanged 15
		SP:Iteration 22Q (8793.340000 sec): 3 clusters
  Score: Raw -252561.526124 + Penalty 2573.436023 = -249988.090101
  nChanged 20
		SP:Iteration 23Q (8793.480000 sec): 3 clusters
  Score: Raw -252574.137810 + Penalty 2573.436023 = -250000.701787
  nChanged 14
		SP:Iteration 24Q (8793.620000 sec): 3 clusters
  Score: Raw -252583.884125 + Penalty 2573.436023 = -250010.448102
  nChanged 14
		SP:Iteration 25Q (8793.720000 sec): 3 clusters
  Score: Raw -252594.671298 + Penalty 2573.436023 = -250021.235275
  nChanged 10
		SP:Iteration 26Q (8793.890000 sec): 3 clusters
  Score: Raw -252601.939348 + Penalty 2573.436023 = -250028.503325
  nChanged 6
		SP:Iteration 27Q (8794.060000 sec): 3 clusters
  Score: Raw -252605.798336 + Penalty 2573.436023 = -250032.362313
  nChanged 10
		SP:Iteration 28Q (8794.250000 sec): 3 clusters
  Score: Raw -252612.892735 + Penalty 2573.436023 = -250039.456712
  nChanged 10
		SP:Iteration 29Q (8794.410000 sec): 3 clusters
  Score: Raw -252621.552930 + Penalty 2573.436023 = -250048.116907
  nChanged 7
		SP:Iteration 30Q (8794.600000 sec): 3 clusters
  Score: Raw -252626.277221 + Penalty 2573.436023 = -250052.841198
  nChanged 7
		SP:Iteration 31Q (8794.780000 sec): 3 clusters
  Score: Raw -252631.465739 + Penalty 2573.436023 = -250058.029716
  nChanged 5
		SP:Iteration 32Q (8794.990000 sec): 3 clusters
  Score: Raw -252633.255093 + Penalty 2573.436023 = -250059.819070
  nChanged 3
		SP:Iteration 33Q (8795.140000 sec): 3 clusters
  Score: Raw -252634.231585 + Penalty 2573.436023 = -250060.795562
  nChanged 2
		SP:Iteration 34Q (8795.280000 sec): 3 clusters
  Score: Raw -252634.813471 + Penalty 2573.436023 = -250061.377448
  nChanged 1
		SP:Iteration 35Q (8795.430000 sec): 3 clusters
  Score: Raw -252635.786086 + Penalty 2573.436023 = -250062.350063
  nChanged 1
		SP:Iteration 36Q (8795.630000 sec): 3 clusters
  Score: Raw -252636.204598 + Penalty 2573.436023 = -250062.768575
  nChanged 1
		SP:Iteration 37Q (8795.870000 sec): 3 clusters
  Score: Raw -252636.764483 + Penalty 2573.436023 = -250063.328460
  nChanged 0
		SP:Iteration 38F (8796.010000 sec): 3 clusters
  Score: Raw -252636.764483 + Penalty 2573.436023 = -250063.328460
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 47 (1440 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8796.120000 sec): 2 clusters
  Score: Raw -113565.629593 + Penalty 1181.764739 = -112383.864855
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8796.280000 sec): 3 clusters
  Score: Raw -113068.154418 + Penalty 2363.529478 = -110704.624940
  nChanged 461
		SP:Iteration 1F (8796.440000 sec): 3 clusters
  Score: Raw -113475.445404 + Penalty 2363.529478 = -111111.915927
  nChanged 145
		SP:Iteration 2F (8796.620000 sec): 3 clusters
  Score: Raw -113633.624607 + Penalty 2363.529478 = -111270.095130
  nChanged 74
		SP:Iteration 3F (8796.750000 sec): 3 clusters
  Score: Raw -113711.002937 + Penalty 2363.529478 = -111347.473459
  nChanged 55
		SP:Iteration 4Q (8796.920000 sec): 3 clusters
  Score: Raw -113769.249659 + Penalty 2363.529478 = -111405.720182
  nChanged 40
		SP:Iteration 5Q (8797.040000 sec): 3 clusters
  Score: Raw -113808.769128 + Penalty 2363.529478 = -111445.239650
  nChanged 36
		SP:Iteration 6Q (8797.180000 sec): 3 clusters
  Score: Raw -113838.066839 + Penalty 2363.529478 = -111474.537361
  nChanged 21
		SP:Iteration 7Q (8797.330000 sec): 3 clusters
  Score: Raw -113850.381619 + Penalty 2363.529478 = -111486.852141
  nChanged 19
		SP:Iteration 8Q (8797.470000 sec): 3 clusters
  Score: Raw -113862.798083 + Penalty 2363.529478 = -111499.268605
  nChanged 16
		SP:Iteration 9Q (8797.640000 sec): 3 clusters
  Score: Raw -113873.226705 + Penalty 2363.529478 = -111509.697228
  nChanged 15
		SP:Iteration 10Q (8797.840000 sec): 3 clusters
  Score: Raw -113883.061679 + Penalty 2363.529478 = -111519.532201
  nChanged 13
		SP:Iteration 11Q (8798.060000 sec): 3 clusters
  Score: Raw -113891.336840 + Penalty 2363.529478 = -111527.807362
  nChanged 14
		SP:Iteration 12Q (8798.220000 sec): 3 clusters
  Score: Raw -113899.907974 + Penalty 2363.529478 = -111536.378496
  nChanged 9
		SP:Iteration 13Q (8798.450000 sec): 3 clusters
  Score: Raw -113905.769682 + Penalty 2363.529478 = -111542.240205
  nChanged 8
		SP:Iteration 14Q (8798.640000 sec): 3 clusters
  Score: Raw -113910.856472 + Penalty 2363.529478 = -111547.326994
  nChanged 7
		SP:Iteration 15Q (8798.870000 sec): 3 clusters
  Score: Raw -113913.872350 + Penalty 2363.529478 = -111550.342872
  nChanged 5
		SP:Iteration 16Q (8799.040000 sec): 3 clusters
  Score: Raw -113916.220554 + Penalty 2363.529478 = -111552.691076
  nChanged 5
		SP:Iteration 17Q (8799.200000 sec): 3 clusters
  Score: Raw -113918.465472 + Penalty 2363.529478 = -111554.935994
  nChanged 2
		SP:Iteration 18Q (8799.350000 sec): 3 clusters
  Score: Raw -113919.361331 + Penalty 2363.529478 = -111555.831853
  nChanged 1
		SP:Iteration 19Q (8799.520000 sec): 3 clusters
  Score: Raw -113919.929713 + Penalty 2363.529478 = -111556.400236
  nChanged 2
		SP:Iteration 20F (8799.730000 sec): 3 clusters
  Score: Raw -113920.691986 + Penalty 2363.529478 = -111557.162508
  nChanged 1
		SP:Iteration 21Q (8799.920000 sec): 3 clusters
  Score: Raw -113920.871081 + Penalty 2363.529478 = -111557.341603
  nChanged 0
		SP:Iteration 22F (8800.100000 sec): 3 clusters
  Score: Raw -113920.871081 + Penalty 2363.529478 = -111557.341603
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 48 (2703 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8800.200000 sec): 2 clusters
  Score: Raw -217227.920110 + Penalty 1284.094101 = -215943.826009
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8800.440000 sec): 3 clusters
  Score: Raw -215985.353384 + Penalty 2568.188203 = -213417.165181
  nChanged 1003
		SP:Iteration 1F (8800.620000 sec): 3 clusters
  Score: Raw -216830.449076 + Penalty 2568.188203 = -214262.260873
  nChanged 291
		SP:Iteration 2F (8800.780000 sec): 3 clusters
  Score: Raw -217156.327519 + Penalty 2568.188203 = -214588.139317
  nChanged 194
		SP:Iteration 3F (8800.980000 sec): 3 clusters
  Score: Raw -217353.310936 + Penalty 2568.188203 = -214785.122733
  nChanged 138
		SP:Iteration 4F (8801.170000 sec): 3 clusters
  Score: Raw -217476.832477 + Penalty 2568.188203 = -214908.644274
  nChanged 113
		SP:Iteration 5Q (8801.350000 sec): 3 clusters
  Score: Raw -217584.545770 + Penalty 2568.188203 = -215016.357567
  nChanged 100
		SP:Iteration 6Q (8801.500000 sec): 3 clusters
  Score: Raw -217669.857246 + Penalty 2568.188203 = -215101.669044
  nChanged 71
		SP:Iteration 7Q (8801.690000 sec): 3 clusters
  Score: Raw -217722.633935 + Penalty 2568.188203 = -215154.445732
  nChanged 61
		SP:Iteration 8Q (8801.900000 sec): 3 clusters
  Score: Raw -217757.544652 + Penalty 2568.188203 = -215189.356449
  nChanged 48
		SP:Iteration 9Q (8802.060000 sec): 3 clusters
  Score: Raw -217785.574829 + Penalty 2568.188203 = -215217.386627
  nChanged 36
		SP:Iteration 10Q (8802.240000 sec): 3 clusters
  Score: Raw -217809.721817 + Penalty 2568.188203 = -215241.533615
  nChanged 31
		SP:Iteration 11Q (8802.430000 sec): 3 clusters
  Score: Raw -217828.863393 + Penalty 2568.188203 = -215260.675190
  nChanged 24
		SP:Iteration 12Q (8802.590000 sec): 3 clusters
  Score: Raw -217842.132298 + Penalty 2568.188203 = -215273.944095
  nChanged 28
		SP:Iteration 13Q (8802.770000 sec): 3 clusters
  Score: Raw -217856.347101 + Penalty 2568.188203 = -215288.158898
  nChanged 20
		SP:Iteration 14Q (8802.950000 sec): 3 clusters
  Score: Raw -217866.030513 + Penalty 2568.188203 = -215297.842311
  nChanged 19
		SP:Iteration 15Q (8803.100000 sec): 3 clusters
  Score: Raw -217875.813383 + Penalty 2568.188203 = -215307.625180
  nChanged 17
		SP:Iteration 16Q (8803.290000 sec): 3 clusters
  Score: Raw -217883.166068 + Penalty 2568.188203 = -215314.977866
  nChanged 10
		SP:Iteration 17Q (8803.490000 sec): 3 clusters
  Score: Raw -217887.350892 + Penalty 2568.188203 = -215319.162690
  nChanged 9
		SP:Iteration 18Q (8803.690000 sec): 3 clusters
  Score: Raw -217891.817986 + Penalty 2568.188203 = -215323.629784
  nChanged 8
		SP:Iteration 19Q (8803.870000 sec): 3 clusters
  Score: Raw -217895.287518 + Penalty 2568.188203 = -215327.099315
  nChanged 11
		SP:Iteration 20F (8804.090000 sec): 3 clusters
  Score: Raw -217899.771946 + Penalty 2568.188203 = -215331.583743
  nChanged 10
		SP:Iteration 21Q (8804.270000 sec): 3 clusters
  Score: Raw -217903.326399 + Penalty 2568.188203 = -215335.138196
  nChanged 5
		SP:Iteration 22Q (8804.400000 sec): 3 clusters
  Score: Raw -217905.192650 + Penalty 2568.188203 = -215337.004448
  nChanged 3
		SP:Iteration 23Q (8804.620000 sec): 3 clusters
  Score: Raw -217906.996997 + Penalty 2568.188203 = -215338.808794
  nChanged 2
		SP:Iteration 24Q (8804.870000 sec): 3 clusters
  Score: Raw -217907.759423 + Penalty 2568.188203 = -215339.571221
  nChanged 3
		SP:Iteration 25Q (8805.030000 sec): 3 clusters
  Score: Raw -217908.507036 + Penalty 2568.188203 = -215340.318833
  nChanged 2
		SP:Iteration 26Q (8805.210000 sec): 3 clusters
  Score: Raw -217909.040522 + Penalty 2568.188203 = -215340.852320
  nChanged 0
		SP:Iteration 27F (8805.420000 sec): 3 clusters
  Score: Raw -217909.040522 + Penalty 2568.188203 = -215340.852320
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 49 (6339 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8805.570000 sec): 2 clusters
  Score: Raw -571110.128473 + Penalty 1422.602400 = -569687.526074
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8805.760000 sec): 3 clusters
  Score: Raw -567746.172303 + Penalty 2845.204800 = -564900.967504
  nChanged 2631
		SP:Iteration 1F (8805.960000 sec): 3 clusters
  Score: Raw -569235.834647 + Penalty 2845.204800 = -566390.629847
  nChanged 439
		SP:Iteration 2F (8806.150000 sec): 3 clusters
  Score: Raw -569499.588159 + Penalty 2845.204800 = -566654.383359
  nChanged 391
		SP:Iteration 3F (8806.370000 sec): 3 clusters
  Score: Raw -569753.415912 + Penalty 2845.204800 = -566908.211113
  nChanged 369
		SP:Iteration 4F (8806.590000 sec): 3 clusters
  Score: Raw -570046.133830 + Penalty 2845.204800 = -567200.929030
  nChanged 379
		SP:Iteration 5F (8806.840000 sec): 3 clusters
  Score: Raw -570380.330310 + Penalty 2845.204800 = -567535.125510
  nChanged 369
		SP:Iteration 6F (8807.020000 sec): 3 clusters
  Score: Raw -570705.047057 + Penalty 2845.204800 = -567859.842258
  nChanged 350
		SP:Iteration 7F (8807.250000 sec): 3 clusters
  Score: Raw -571025.833255 + Penalty 2845.204800 = -568180.628455
  nChanged 328
		SP:Iteration 8F (8807.450000 sec): 3 clusters
  Score: Raw -571343.608832 + Penalty 2845.204800 = -568498.404032
  nChanged 283
		SP:Iteration 9Q (8807.700000 sec): 3 clusters
  Score: Raw -571626.600593 + Penalty 2845.204800 = -568781.395794
  nChanged 209
		SP:Iteration 10Q (8807.860000 sec): 3 clusters
  Score: Raw -571801.609034 + Penalty 2845.204800 = -568956.404234
  nChanged 150
		SP:Iteration 11Q (8808.070000 sec): 3 clusters
  Score: Raw -571890.340856 + Penalty 2845.204800 = -569045.136057
  nChanged 98
		SP:Iteration 12Q (8808.260000 sec): 3 clusters
  Score: Raw -571940.987037 + Penalty 2845.204800 = -569095.782237
  nChanged 68
		SP:Iteration 13Q (8808.450000 sec): 3 clusters
  Score: Raw -571975.571180 + Penalty 2845.204800 = -569130.366381
  nChanged 56
		SP:Iteration 14Q (8808.660000 sec): 3 clusters
  Score: Raw -572000.301191 + Penalty 2845.204800 = -569155.096391
  nChanged 47
		SP:Iteration 15Q (8808.890000 sec): 3 clusters
  Score: Raw -572019.956435 + Penalty 2845.204800 = -569174.751636
  nChanged 48
		SP:Iteration 16Q (8809.110000 sec): 3 clusters
  Score: Raw -572038.471615 + Penalty 2845.204800 = -569193.266816
  nChanged 38
		SP:Iteration 17Q (8809.270000 sec): 3 clusters
  Score: Raw -572049.513579 + Penalty 2845.204800 = -569204.308780
  nChanged 28
		SP:Iteration 18Q (8809.500000 sec): 3 clusters
  Score: Raw -572058.578635 + Penalty 2845.204800 = -569213.373836
  nChanged 25
		SP:Iteration 19Q (8809.650000 sec): 3 clusters
  Score: Raw -572066.245066 + Penalty 2845.204800 = -569221.040267
  nChanged 27
		SP:Iteration 20F (8809.810000 sec): 3 clusters
  Score: Raw -572072.945898 + Penalty 2845.204800 = -569227.741099
  nChanged 29
		SP:Iteration 21Q (8810.060000 sec): 3 clusters
  Score: Raw -572083.121489 + Penalty 2845.204800 = -569237.916690
  nChanged 32
		SP:Iteration 22Q (8810.250000 sec): 3 clusters
  Score: Raw -572094.988093 + Penalty 2845.204800 = -569249.783293
  nChanged 26
		SP:Iteration 23Q (8810.480000 sec): 3 clusters
  Score: Raw -572103.218102 + Penalty 2845.204800 = -569258.013302
  nChanged 22
		SP:Iteration 24Q (8810.630000 sec): 3 clusters
  Score: Raw -572109.994631 + Penalty 2845.204800 = -569264.789831
  nChanged 19
		SP:Iteration 25Q (8810.770000 sec): 3 clusters
  Score: Raw -572115.786721 + Penalty 2845.204800 = -569270.581921
  nChanged 16
		SP:Iteration 26Q (8810.970000 sec): 3 clusters
  Score: Raw -572120.572547 + Penalty 2845.204800 = -569275.367747
  nChanged 18
		SP:Iteration 27Q (8811.140000 sec): 3 clusters
  Score: Raw -572125.984879 + Penalty 2845.204800 = -569280.780079
  nChanged 13
		SP:Iteration 28Q (8811.290000 sec): 3 clusters
  Score: Raw -572130.094748 + Penalty 2845.204800 = -569284.889949
  nChanged 9
		SP:Iteration 29Q (8811.440000 sec): 3 clusters
  Score: Raw -572132.751770 + Penalty 2845.204800 = -569287.546970
  nChanged 7
		SP:Iteration 30Q (8811.620000 sec): 3 clusters
  Score: Raw -572135.374579 + Penalty 2845.204800 = -569290.169779
  nChanged 6
		SP:Iteration 31Q (8811.760000 sec): 3 clusters
  Score: Raw -572137.148874 + Penalty 2845.204800 = -569291.944074
  nChanged 6
		SP:Iteration 32Q (8811.910000 sec): 3 clusters
  Score: Raw -572139.105920 + Penalty 2845.204800 = -569293.901121
  nChanged 10
		SP:Iteration 33Q (8812.060000 sec): 3 clusters
  Score: Raw -572142.493165 + Penalty 2845.204800 = -569297.288366
  nChanged 10
		SP:Iteration 34Q (8812.190000 sec): 3 clusters
  Score: Raw -572144.289616 + Penalty 2845.204800 = -569299.084817
  nChanged 4
		SP:Iteration 35Q (8812.380000 sec): 3 clusters
  Score: Raw -572144.944751 + Penalty 2845.204800 = -569299.739951
  nChanged 4
		SP:Iteration 36Q (8812.540000 sec): 3 clusters
  Score: Raw -572145.607865 + Penalty 2845.204800 = -569300.403066
  nChanged 2
		SP:Iteration 37Q (8812.730000 sec): 3 clusters
  Score: Raw -572145.797775 + Penalty 2845.204800 = -569300.592975
  nChanged 1
		SP:Iteration 38Q (8812.920000 sec): 3 clusters
  Score: Raw -572146.353219 + Penalty 2845.204800 = -569301.148420
  nChanged 4
		SP:Iteration 39Q (8813.070000 sec): 3 clusters
  Score: Raw -572147.331135 + Penalty 2845.204800 = -569302.126335
  nChanged 5
		SP:Iteration 40F (8813.260000 sec): 3 clusters
  Score: Raw -572148.284090 + Penalty 2845.204800 = -569303.079290
  nChanged 6
		SP:Iteration 41Q (8813.460000 sec): 3 clusters
  Score: Raw -572149.750238 + Penalty 2845.204800 = -569304.545438
  nChanged 9
		SP:Iteration 42Q (8813.640000 sec): 3 clusters
  Score: Raw -572151.900975 + Penalty 2845.204800 = -569306.696175
  nChanged 5
		SP:Iteration 43Q (8813.820000 sec): 3 clusters
  Score: Raw -572152.592801 + Penalty 2845.204800 = -569307.388001
  nChanged 4
		SP:Iteration 44Q (8813.970000 sec): 3 clusters
  Score: Raw -572153.490563 + Penalty 2845.204800 = -569308.285763
  nChanged 4
		SP:Iteration 45Q (8814.120000 sec): 3 clusters
  Score: Raw -572154.106975 + Penalty 2845.204800 = -569308.902175
  nChanged 2
		SP:Iteration 46Q (8814.310000 sec): 3 clusters
  Score: Raw -572154.458616 + Penalty 2845.204800 = -569309.253816
  nChanged 1
		SP:Iteration 47Q (8814.530000 sec): 3 clusters
  Score: Raw -572154.912290 + Penalty 2845.204800 = -569309.707491
  nChanged 5
		SP:Iteration 48Q (8814.770000 sec): 3 clusters
  Score: Raw -572156.653446 + Penalty 2845.204800 = -569311.448647
  nChanged 7
		SP:Iteration 49Q (8814.960000 sec): 3 clusters
  Score: Raw -572158.977648 + Penalty 2845.204800 = -569313.772848
  nChanged 8
		SP:Iteration 50Q (8815.160000 sec): 3 clusters
  Score: Raw -572161.927985 + Penalty 2845.204800 = -569316.723186
  nChanged 11
		SP:Iteration 51Q (8815.390000 sec): 3 clusters
  Score: Raw -572164.846143 + Penalty 2845.204800 = -569319.641344
  nChanged 5
		SP:Iteration 52Q (8815.590000 sec): 3 clusters
  Score: Raw -572165.617731 + Penalty 2845.204800 = -569320.412932
  nChanged 4
		SP:Iteration 53Q (8815.800000 sec): 3 clusters
  Score: Raw -572166.493078 + Penalty 2845.204800 = -569321.288278
  nChanged 1
		SP:Iteration 54Q (8816.000000 sec): 3 clusters
  Score: Raw -572166.872106 + Penalty 2845.204800 = -569321.667306
  nChanged 0
		SP:Iteration 55F (8816.210000 sec): 3 clusters
  Score: Raw -572166.872106 + Penalty 2845.204800 = -569321.667306
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 50 (401 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8816.290000 sec): 2 clusters
  Score: Raw -29629.667723 + Penalty 974.018732 = -28655.648992
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8816.470000 sec): 3 clusters
  Score: Raw -29671.934040 + Penalty 1948.037464 = -27723.896576
  nChanged 87
		SP:Iteration 1F (8816.690000 sec): 3 clusters
  Score: Raw -29837.946373 + Penalty 1948.037464 = -27889.908909
  nChanged 25
		SP:Iteration 2F (8816.920000 sec): 3 clusters
  Score: Raw -29903.105168 + Penalty 1948.037464 = -27955.067704
  nChanged 22
		SP:Iteration 3F (8817.060000 sec): 3 clusters
  Score: Raw -29956.463540 + Penalty 1948.037464 = -28008.426076
  nChanged 9
		SP:Iteration 4Q (8817.280000 sec): 3 clusters
  Score: Raw -29970.655788 + Penalty 1948.037464 = -28022.618324
  nChanged 5
		SP:Iteration 5Q (8817.500000 sec): 3 clusters
  Score: Raw -29977.505679 + Penalty 1948.037464 = -28029.468215
  nChanged 2
		SP:Iteration 6Q (8817.670000 sec): 3 clusters
  Score: Raw -29981.316824 + Penalty 1948.037464 = -28033.279360
  nChanged 2
		SP:Iteration 7Q (8817.840000 sec): 3 clusters
  Score: Raw -29986.247029 + Penalty 1948.037464 = -28038.209565
  nChanged 2
		SP:Iteration 8Q (8818.020000 sec): 3 clusters
  Score: Raw -29988.841651 + Penalty 1948.037464 = -28040.804187
  nChanged 0
		SP:Iteration 9F (8818.220000 sec): 3 clusters
  Score: Raw -29988.841651 + Penalty 1948.037464 = -28040.804187
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 51 (3233 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8818.360000 sec): 2 clusters
  Score: Raw -264675.308974 + Penalty 1313.189439 = -263362.119535
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8818.560000 sec): 3 clusters
  Score: Raw -263125.915627 + Penalty 2626.378878 = -260499.536749
  nChanged 1230
		SP:Iteration 1F (8818.750000 sec): 3 clusters
  Score: Raw -263890.959294 + Penalty 2626.378878 = -261264.580417
  nChanged 264
		SP:Iteration 2F (8818.980000 sec): 3 clusters
  Score: Raw -264063.595137 + Penalty 2626.378878 = -261437.216259
  nChanged 173
		SP:Iteration 3F (8819.170000 sec): 3 clusters
  Score: Raw -264182.659603 + Penalty 2626.378878 = -261556.280725
  nChanged 153
		SP:Iteration 4Q (8819.380000 sec): 3 clusters
  Score: Raw -264294.213056 + Penalty 2626.378878 = -261667.834179
  nChanged 134
		SP:Iteration 5Q (8819.550000 sec): 3 clusters
  Score: Raw -264397.532536 + Penalty 2626.378878 = -261771.153658
  nChanged 109
		SP:Iteration 6Q (8819.730000 sec): 3 clusters
  Score: Raw -264479.054698 + Penalty 2626.378878 = -261852.675821
  nChanged 112
		SP:Iteration 7Q (8819.870000 sec): 3 clusters
  Score: Raw -264565.341095 + Penalty 2626.378878 = -261938.962217
  nChanged 114
		SP:Iteration 8Q (8820.060000 sec): 3 clusters
  Score: Raw -264635.635548 + Penalty 2626.378878 = -262009.256670
  nChanged 98
		SP:Iteration 9Q (8820.240000 sec): 3 clusters
  Score: Raw -264692.178459 + Penalty 2626.378878 = -262065.799582
  nChanged 76
		SP:Iteration 10Q (8820.420000 sec): 3 clusters
  Score: Raw -264739.855329 + Penalty 2626.378878 = -262113.476451
  nChanged 67
		SP:Iteration 11Q (8820.610000 sec): 3 clusters
  Score: Raw -264782.901889 + Penalty 2626.378878 = -262156.523011
  nChanged 60
		SP:Iteration 12Q (8820.810000 sec): 3 clusters
  Score: Raw -264822.236147 + Penalty 2626.378878 = -262195.857269
  nChanged 48
		SP:Iteration 13Q (8820.960000 sec): 3 clusters
  Score: Raw -264854.953019 + Penalty 2626.378878 = -262228.574141
  nChanged 66
		SP:Iteration 14Q (8821.100000 sec): 3 clusters
  Score: Raw -264907.071246 + Penalty 2626.378878 = -262280.692368
  nChanged 69
		SP:Iteration 15Q (8821.260000 sec): 3 clusters
  Score: Raw -264969.073027 + Penalty 2626.378878 = -262342.694149
  nChanged 72
		SP:Iteration 16Q (8821.430000 sec): 3 clusters
  Score: Raw -265027.419138 + Penalty 2626.378878 = -262401.040260
  nChanged 55
		SP:Iteration 17Q (8821.660000 sec): 3 clusters
  Score: Raw -265066.905674 + Penalty 2626.378878 = -262440.526796
  nChanged 53
		SP:Iteration 18Q (8821.840000 sec): 3 clusters
  Score: Raw -265107.088864 + Penalty 2626.378878 = -262480.709986
  nChanged 43
		SP:Iteration 19Q (8822.020000 sec): 3 clusters
  Score: Raw -265136.308585 + Penalty 2626.378878 = -262509.929707
  nChanged 33
		SP:Iteration 20F (8822.250000 sec): 3 clusters
  Score: Raw -265154.250329 + Penalty 2626.378878 = -262527.871452
  nChanged 30
		SP:Iteration 21Q (8822.440000 sec): 3 clusters
  Score: Raw -265175.902730 + Penalty 2626.378878 = -262549.523853
  nChanged 28
		SP:Iteration 22Q (8822.620000 sec): 3 clusters
  Score: Raw -265194.341594 + Penalty 2626.378878 = -262567.962716
  nChanged 26
		SP:Iteration 23Q (8822.820000 sec): 3 clusters
  Score: Raw -265211.753389 + Penalty 2626.378878 = -262585.374511
  nChanged 27
		SP:Iteration 24Q (8822.980000 sec): 3 clusters
  Score: Raw -265237.826692 + Penalty 2626.378878 = -262611.447814
  nChanged 25
		SP:Iteration 25Q (8823.170000 sec): 3 clusters
  Score: Raw -265254.269755 + Penalty 2626.378878 = -262627.890877
  nChanged 18
		SP:Iteration 26Q (8823.320000 sec): 3 clusters
  Score: Raw -265269.898455 + Penalty 2626.378878 = -262643.519577
  nChanged 14
		SP:Iteration 27Q (8823.520000 sec): 3 clusters
  Score: Raw -265286.266887 + Penalty 2626.378878 = -262659.888009
  nChanged 27
		SP:Iteration 28Q (8823.670000 sec): 3 clusters
  Score: Raw -265318.889041 + Penalty 2626.378878 = -262692.510164
  nChanged 26
		SP:Iteration 29Q (8823.870000 sec): 3 clusters
  Score: Raw -265360.091644 + Penalty 2626.378878 = -262733.712766
  nChanged 29
		SP:Iteration 30Q (8824.070000 sec): 3 clusters
  Score: Raw -265414.825363 + Penalty 2626.378878 = -262788.446485
  nChanged 23
		SP:Iteration 31Q (8824.220000 sec): 3 clusters
  Score: Raw -265431.495631 + Penalty 2626.378878 = -262805.116753
  nChanged 13
		SP:Iteration 32Q (8824.420000 sec): 3 clusters
  Score: Raw -265440.475017 + Penalty 2626.378878 = -262814.096139
  nChanged 5
		SP:Iteration 33Q (8824.630000 sec): 3 clusters
  Score: Raw -265444.212753 + Penalty 2626.378878 = -262817.833876
  nChanged 5
		SP:Iteration 34Q (8824.750000 sec): 3 clusters
  Score: Raw -265447.744428 + Penalty 2626.378878 = -262821.365551
  nChanged 2
		SP:Iteration 35Q (8824.890000 sec): 3 clusters
  Score: Raw -265450.061898 + Penalty 2626.378878 = -262823.683020
  nChanged 2
		SP:Iteration 36Q (8825.050000 sec): 3 clusters
  Score: Raw -265453.001376 + Penalty 2626.378878 = -262826.622498
  nChanged 5
		SP:Iteration 37Q (8825.190000 sec): 3 clusters
  Score: Raw -265457.141032 + Penalty 2626.378878 = -262830.762155
  nChanged 3
		SP:Iteration 38Q (8825.370000 sec): 3 clusters
  Score: Raw -265459.942810 + Penalty 2626.378878 = -262833.563932
  nChanged 4
		SP:Iteration 39Q (8825.520000 sec): 3 clusters
  Score: Raw -265465.115045 + Penalty 2626.378878 = -262838.736168
  nChanged 8
		SP:Iteration 40F (8825.670000 sec): 3 clusters
  Score: Raw -265472.161864 + Penalty 2626.378878 = -262845.782986
  nChanged 9
		SP:Iteration 41Q (8825.810000 sec): 3 clusters
  Score: Raw -265482.813227 + Penalty 2626.378878 = -262856.434350
  nChanged 11
		SP:Iteration 42Q (8825.960000 sec): 3 clusters
  Score: Raw -265494.084971 + Penalty 2626.378878 = -262867.706093
  nChanged 4
		SP:Iteration 43Q (8826.100000 sec): 3 clusters
  Score: Raw -265496.913053 + Penalty 2626.378878 = -262870.534175
  nChanged 4
		SP:Iteration 44Q (8826.240000 sec): 3 clusters
  Score: Raw -265500.404788 + Penalty 2626.378878 = -262874.025910
  nChanged 3
		SP:Iteration 45Q (8826.390000 sec): 3 clusters
  Score: Raw -265501.209615 + Penalty 2626.378878 = -262874.830737
  nChanged 2
		SP:Iteration 46Q (8826.530000 sec): 3 clusters
  Score: Raw -265501.755993 + Penalty 2626.378878 = -262875.377115
  nChanged 2
		SP:Iteration 47Q (8826.680000 sec): 3 clusters
  Score: Raw -265503.176283 + Penalty 2626.378878 = -262876.797405
  nChanged 3
		SP:Iteration 48Q (8826.860000 sec): 3 clusters
  Score: Raw -265504.773650 + Penalty 2626.378878 = -262878.394772
  nChanged 0
		SP:Iteration 49F (8827.100000 sec): 3 clusters
  Score: Raw -265504.773650 + Penalty 2626.378878 = -262878.394772
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 52 (1746 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8827.170000 sec): 2 clusters
  Score: Raw -147278.330573 + Penalty 1213.075945 = -146065.254628
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8827.330000 sec): 3 clusters
  Score: Raw -146610.124434 + Penalty 2426.151889 = -144183.972544
  nChanged 580
		SP:Iteration 1F (8827.500000 sec): 3 clusters
  Score: Raw -147074.385292 + Penalty 2426.151889 = -144648.233403
  nChanged 153
		SP:Iteration 2F (8827.670000 sec): 3 clusters
  Score: Raw -147274.124630 + Penalty 2426.151889 = -144847.972740
  nChanged 136
		SP:Iteration 3F (8827.850000 sec): 3 clusters
  Score: Raw -147490.557289 + Penalty 2426.151889 = -145064.405400
  nChanged 113
		SP:Iteration 4F (8828.040000 sec): 3 clusters
  Score: Raw -147677.325981 + Penalty 2426.151889 = -145251.174091
  nChanged 106
		SP:Iteration 5F (8828.230000 sec): 3 clusters
  Score: Raw -147856.805948 + Penalty 2426.151889 = -145430.654059
  nChanged 85
		SP:Iteration 6Q (8828.410000 sec): 3 clusters
  Score: Raw -148000.032795 + Penalty 2426.151889 = -145573.880906
  nChanged 76
		SP:Iteration 7Q (8828.570000 sec): 3 clusters
  Score: Raw -148137.035259 + Penalty 2426.151889 = -145710.883370
  nChanged 71
		SP:Iteration 8Q (8828.750000 sec): 3 clusters
  Score: Raw -148257.115619 + Penalty 2426.151889 = -145830.963730
  nChanged 52
		SP:Iteration 9Q (8828.900000 sec): 3 clusters
  Score: Raw -148354.371038 + Penalty 2426.151889 = -145928.219148
  nChanged 37
		SP:Iteration 10Q (8829.090000 sec): 3 clusters
  Score: Raw -148407.471383 + Penalty 2426.151889 = -145981.319493
  nChanged 22
		SP:Iteration 11Q (8829.260000 sec): 3 clusters
  Score: Raw -148429.677561 + Penalty 2426.151889 = -146003.525671
  nChanged 9
		SP:Iteration 12Q (8829.450000 sec): 3 clusters
  Score: Raw -148436.519783 + Penalty 2426.151889 = -146010.367893
  nChanged 4
		SP:Iteration 13Q (8829.610000 sec): 3 clusters
  Score: Raw -148439.550661 + Penalty 2426.151889 = -146013.398772
  nChanged 1
		SP:Iteration 14Q (8829.760000 sec): 3 clusters
  Score: Raw -148440.393082 + Penalty 2426.151889 = -146014.241193
  nChanged 0
		SP:Iteration 15F (8829.910000 sec): 3 clusters
  Score: Raw -148440.393082 + Penalty 2426.151889 = -146014.241193
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 53 (6164 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8830.040000 sec): 2 clusters
  Score: Raw -531602.922668 + Penalty 1418.053194 = -530184.869474
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8830.200000 sec): 3 clusters
  Score: Raw -528338.287126 + Penalty 2836.106389 = -525502.180737
  nChanged 2574
		SP:Iteration 1F (8830.450000 sec): 3 clusters
  Score: Raw -529923.447660 + Penalty 2836.106389 = -527087.341272
  nChanged 531
		SP:Iteration 2F (8830.630000 sec): 3 clusters
  Score: Raw -530299.427853 + Penalty 2836.106389 = -527463.321464
  nChanged 466
		SP:Iteration 3F (8830.870000 sec): 3 clusters
  Score: Raw -530617.146099 + Penalty 2836.106389 = -527781.039710
  nChanged 347
		SP:Iteration 4F (8831.110000 sec): 3 clusters
  Score: Raw -530828.365758 + Penalty 2836.106389 = -527992.259369
  nChanged 273
		SP:Iteration 5Q (8831.330000 sec): 3 clusters
  Score: Raw -530993.144732 + Penalty 2836.106389 = -528157.038344
  nChanged 245
		SP:Iteration 6Q (8831.510000 sec): 3 clusters
  Score: Raw -531121.443101 + Penalty 2836.106389 = -528285.336712
  nChanged 202
		SP:Iteration 7Q (8831.690000 sec): 3 clusters
  Score: Raw -531220.692087 + Penalty 2836.106389 = -528384.585698
  nChanged 164
		SP:Iteration 8Q (8831.890000 sec): 3 clusters
  Score: Raw -531297.220222 + Penalty 2836.106389 = -528461.113833
  nChanged 132
		SP:Iteration 9Q (8832.050000 sec): 3 clusters
  Score: Raw -531349.447316 + Penalty 2836.106389 = -528513.340927
  nChanged 103
		SP:Iteration 10Q (8832.280000 sec): 3 clusters
  Score: Raw -531389.653248 + Penalty 2836.106389 = -528553.546859
  nChanged 98
		SP:Iteration 11Q (8832.450000 sec): 3 clusters
  Score: Raw -531425.157895 + Penalty 2836.106389 = -528589.051506
  nChanged 84
		SP:Iteration 12Q (8832.660000 sec): 3 clusters
  Score: Raw -531450.957300 + Penalty 2836.106389 = -528614.850911
  nChanged 77
		SP:Iteration 13Q (8832.900000 sec): 3 clusters
  Score: Raw -531479.305584 + Penalty 2836.106389 = -528643.199195
  nChanged 66
		SP:Iteration 14Q (8833.090000 sec): 3 clusters
  Score: Raw -531502.846862 + Penalty 2836.106389 = -528666.740474
  nChanged 61
		SP:Iteration 15Q (8833.320000 sec): 3 clusters
  Score: Raw -531522.822866 + Penalty 2836.106389 = -528686.716477
  nChanged 55
		SP:Iteration 16Q (8833.520000 sec): 3 clusters
  Score: Raw -531541.562508 + Penalty 2836.106389 = -528705.456119
  nChanged 33
		SP:Iteration 17Q (8833.730000 sec): 3 clusters
  Score: Raw -531550.128760 + Penalty 2836.106389 = -528714.022371
  nChanged 27
		SP:Iteration 18Q (8833.900000 sec): 3 clusters
  Score: Raw -531555.078391 + Penalty 2836.106389 = -528718.972002
  nChanged 18
		SP:Iteration 19Q (8834.090000 sec): 3 clusters
  Score: Raw -531559.289079 + Penalty 2836.106389 = -528723.182690
  nChanged 18
		SP:Iteration 20F (8834.310000 sec): 3 clusters
  Score: Raw -531563.050482 + Penalty 2836.106389 = -528726.944093
  nChanged 20
		SP:Iteration 21Q (8834.470000 sec): 3 clusters
  Score: Raw -531566.963058 + Penalty 2836.106389 = -528730.856669
  nChanged 19
		SP:Iteration 22Q (8834.680000 sec): 3 clusters
  Score: Raw -531571.335598 + Penalty 2836.106389 = -528735.229209
  nChanged 14
		SP:Iteration 23Q (8834.900000 sec): 3 clusters
  Score: Raw -531575.011979 + Penalty 2836.106389 = -528738.905590
  nChanged 19
		SP:Iteration 24Q (8835.170000 sec): 3 clusters
  Score: Raw -531579.802023 + Penalty 2836.106389 = -528743.695634
  nChanged 17
		SP:Iteration 25Q (8835.340000 sec): 3 clusters
  Score: Raw -531583.622758 + Penalty 2836.106389 = -528747.516370
  nChanged 18
		SP:Iteration 26Q (8835.540000 sec): 3 clusters
  Score: Raw -531587.702053 + Penalty 2836.106389 = -528751.595664
  nChanged 10
		SP:Iteration 27Q (8835.770000 sec): 3 clusters
  Score: Raw -531589.375803 + Penalty 2836.106389 = -528753.269414
  nChanged 5
		SP:Iteration 28Q (8835.990000 sec): 3 clusters
  Score: Raw -531590.336349 + Penalty 2836.106389 = -528754.229960
  nChanged 7
		SP:Iteration 29Q (8836.220000 sec): 3 clusters
  Score: Raw -531591.568123 + Penalty 2836.106389 = -528755.461734
  nChanged 5
		SP:Iteration 30Q (8836.460000 sec): 3 clusters
  Score: Raw -531592.702163 + Penalty 2836.106389 = -528756.595774
  nChanged 9
		SP:Iteration 31Q (8836.690000 sec): 3 clusters
  Score: Raw -531594.657073 + Penalty 2836.106389 = -528758.550684
  nChanged 11
		SP:Iteration 32Q (8836.880000 sec): 3 clusters
  Score: Raw -531596.940780 + Penalty 2836.106389 = -528760.834391
  nChanged 9
		SP:Iteration 33Q (8837.120000 sec): 3 clusters
  Score: Raw -531598.925142 + Penalty 2836.106389 = -528762.818753
  nChanged 8
		SP:Iteration 34Q (8837.340000 sec): 3 clusters
  Score: Raw -531600.328479 + Penalty 2836.106389 = -528764.222090
  nChanged 5
		SP:Iteration 35Q (8837.570000 sec): 3 clusters
  Score: Raw -531601.074555 + Penalty 2836.106389 = -528764.968167
  nChanged 6
		SP:Iteration 36Q (8837.820000 sec): 3 clusters
  Score: Raw -531602.397796 + Penalty 2836.106389 = -528766.291407
  nChanged 12
		SP:Iteration 37Q (8837.990000 sec): 3 clusters
  Score: Raw -531604.527376 + Penalty 2836.106389 = -528768.420988
  nChanged 8
		SP:Iteration 38Q (8838.160000 sec): 3 clusters
  Score: Raw -531605.886863 + Penalty 2836.106389 = -528769.780474
  nChanged 4
		SP:Iteration 39Q (8838.370000 sec): 3 clusters
  Score: Raw -531606.577192 + Penalty 2836.106389 = -528770.470803
  nChanged 2
		SP:Iteration 40F (8838.530000 sec): 3 clusters
  Score: Raw -531606.885091 + Penalty 2836.106389 = -528770.778703
  nChanged 5
		SP:Iteration 41Q (8838.810000 sec): 3 clusters
  Score: Raw -531607.735802 + Penalty 2836.106389 = -528771.629413
  nChanged 5
		SP:Iteration 42Q (8838.960000 sec): 3 clusters
  Score: Raw -531608.490674 + Penalty 2836.106389 = -528772.384285
  nChanged 5
		SP:Iteration 43Q (8839.170000 sec): 3 clusters
  Score: Raw -531609.354864 + Penalty 2836.106389 = -528773.248475
  nChanged 3
		SP:Iteration 44Q (8839.400000 sec): 3 clusters
  Score: Raw -531610.135927 + Penalty 2836.106389 = -528774.029539
  nChanged 5
		SP:Iteration 45Q (8839.600000 sec): 3 clusters
  Score: Raw -531611.210918 + Penalty 2836.106389 = -528775.104530
  nChanged 5
		SP:Iteration 46Q (8839.830000 sec): 3 clusters
  Score: Raw -531612.055717 + Penalty 2836.106389 = -528775.949328
  nChanged 3
		SP:Iteration 47Q (8839.990000 sec): 3 clusters
  Score: Raw -531612.538001 + Penalty 2836.106389 = -528776.431612
  nChanged 1
		SP:Iteration 48Q (8840.210000 sec): 3 clusters
  Score: Raw -531612.677596 + Penalty 2836.106389 = -528776.571207
  nChanged 0
		SP:Iteration 49F (8840.390000 sec): 3 clusters
  Score: Raw -531612.677596 + Penalty 2836.106389 = -528776.571207
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 54 (1510 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8840.500000 sec): 2 clusters
  Score: Raw -109466.878347 + Penalty 1189.478051 = -108277.400296
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8840.660000 sec): 3 clusters
  Score: Raw -108875.229282 + Penalty 2378.956102 = -106496.273180
  nChanged 511
		SP:Iteration 1F (8840.850000 sec): 3 clusters
  Score: Raw -109267.246407 + Penalty 2378.956102 = -106888.290305
  nChanged 111
		SP:Iteration 2F (8840.970000 sec): 3 clusters
  Score: Raw -109356.402179 + Penalty 2378.956102 = -106977.446077
  nChanged 82
		SP:Iteration 3F (8841.140000 sec): 3 clusters
  Score: Raw -109458.910320 + Penalty 2378.956102 = -107079.954218
  nChanged 68
		SP:Iteration 4Q (8841.300000 sec): 3 clusters
  Score: Raw -109537.288977 + Penalty 2378.956102 = -107158.332875
  nChanged 55
		SP:Iteration 5Q (8841.480000 sec): 3 clusters
  Score: Raw -109582.795529 + Penalty 2378.956102 = -107203.839426
  nChanged 39
		SP:Iteration 6Q (8841.600000 sec): 3 clusters
  Score: Raw -109611.416773 + Penalty 2378.956102 = -107232.460671
  nChanged 31
		SP:Iteration 7Q (8841.750000 sec): 3 clusters
  Score: Raw -109636.676176 + Penalty 2378.956102 = -107257.720074
  nChanged 22
		SP:Iteration 8Q (8841.910000 sec): 3 clusters
  Score: Raw -109656.479091 + Penalty 2378.956102 = -107277.522988
  nChanged 17
		SP:Iteration 9Q (8842.060000 sec): 3 clusters
  Score: Raw -109667.928272 + Penalty 2378.956102 = -107288.972170
  nChanged 14
		SP:Iteration 10Q (8842.250000 sec): 3 clusters
  Score: Raw -109675.026457 + Penalty 2378.956102 = -107296.070355
  nChanged 10
		SP:Iteration 11Q (8842.350000 sec): 3 clusters
  Score: Raw -109681.934019 + Penalty 2378.956102 = -107302.977917
  nChanged 10
		SP:Iteration 12Q (8842.530000 sec): 3 clusters
  Score: Raw -109686.853520 + Penalty 2378.956102 = -107307.897418
  nChanged 9
		SP:Iteration 13Q (8842.680000 sec): 3 clusters
  Score: Raw -109691.266370 + Penalty 2378.956102 = -107312.310268
  nChanged 4
		SP:Iteration 14Q (8842.830000 sec): 3 clusters
  Score: Raw -109693.997706 + Penalty 2378.956102 = -107315.041604
  nChanged 5
		SP:Iteration 15Q (8842.990000 sec): 3 clusters
  Score: Raw -109697.352278 + Penalty 2378.956102 = -107318.396175
  nChanged 6
		SP:Iteration 16Q (8843.150000 sec): 3 clusters
  Score: Raw -109700.928950 + Penalty 2378.956102 = -107321.972848
  nChanged 4
		SP:Iteration 17Q (8843.330000 sec): 3 clusters
  Score: Raw -109703.019104 + Penalty 2378.956102 = -107324.063002
  nChanged 2
		SP:Iteration 18Q (8843.480000 sec): 3 clusters
  Score: Raw -109704.391227 + Penalty 2378.956102 = -107325.435124
  nChanged 3
		SP:Iteration 19Q (8843.600000 sec): 3 clusters
  Score: Raw -109705.998420 + Penalty 2378.956102 = -107327.042318
  nChanged 3
		SP:Iteration 20F (8843.780000 sec): 3 clusters
  Score: Raw -109707.604819 + Penalty 2378.956102 = -107328.648717
  nChanged 2
		SP:Iteration 21Q (8843.910000 sec): 3 clusters
  Score: Raw -109710.171471 + Penalty 2378.956102 = -107331.215369
  nChanged 5
		SP:Iteration 22Q (8844.130000 sec): 3 clusters
  Score: Raw -109713.810337 + Penalty 2378.956102 = -107334.854235
  nChanged 5
		SP:Iteration 23Q (8844.290000 sec): 3 clusters
  Score: Raw -109717.252580 + Penalty 2378.956102 = -107338.296478
  nChanged 8
		SP:Iteration 24Q (8844.450000 sec): 3 clusters
  Score: Raw -109726.112994 + Penalty 2378.956102 = -107347.156892
  nChanged 9
		SP:Iteration 25Q (8844.620000 sec): 3 clusters
  Score: Raw -109737.274934 + Penalty 2378.956102 = -107358.318832
  nChanged 16
		SP:Iteration 26Q (8844.750000 sec): 3 clusters
  Score: Raw -109748.394722 + Penalty 2378.956102 = -107369.438620
  nChanged 16
		SP:Iteration 27Q (8844.920000 sec): 3 clusters
  Score: Raw -109756.908347 + Penalty 2378.956102 = -107377.952245
  nChanged 10
		SP:Iteration 28Q (8845.070000 sec): 3 clusters
  Score: Raw -109762.556458 + Penalty 2378.956102 = -107383.600356
  nChanged 9
		SP:Iteration 29Q (8845.310000 sec): 3 clusters
  Score: Raw -109768.916897 + Penalty 2378.956102 = -107389.960795
  nChanged 9
		SP:Iteration 30Q (8845.510000 sec): 3 clusters
  Score: Raw -109773.185089 + Penalty 2378.956102 = -107394.228987
  nChanged 5
		SP:Iteration 31Q (8845.720000 sec): 3 clusters
  Score: Raw -109776.189166 + Penalty 2378.956102 = -107397.233064
  nChanged 3
		SP:Iteration 32Q (8845.890000 sec): 3 clusters
  Score: Raw -109778.854340 + Penalty 2378.956102 = -107399.898237
  nChanged 2
		SP:Iteration 33Q (8846.120000 sec): 3 clusters
  Score: Raw -109779.969810 + Penalty 2378.956102 = -107401.013708
  nChanged 1
		SP:Iteration 34Q (8846.300000 sec): 3 clusters
  Score: Raw -109780.554109 + Penalty 2378.956102 = -107401.598007
  nChanged 2
		SP:Iteration 35Q (8846.460000 sec): 3 clusters
  Score: Raw -109788.277953 + Penalty 2378.956102 = -107409.321851
  nChanged 5
		SP:Iteration 36Q (8846.630000 sec): 3 clusters
  Score: Raw -109791.107055 + Penalty 2378.956102 = -107412.150953
  nChanged 4
		SP:Iteration 37Q (8846.830000 sec): 3 clusters
  Score: Raw -109795.764543 + Penalty 2378.956102 = -107416.808441
  nChanged 3
		SP:Iteration 38Q (8847.030000 sec): 3 clusters
  Score: Raw -109797.502293 + Penalty 2378.956102 = -107418.546190
  nChanged 1
		SP:Iteration 39Q (8847.270000 sec): 3 clusters
  Score: Raw -109798.053149 + Penalty 2378.956102 = -107419.097047
  nChanged 1
		SP:Iteration 40F (8847.470000 sec): 3 clusters
  Score: Raw -109798.822964 + Penalty 2378.956102 = -107419.866862
  nChanged 1
		SP:Iteration 41Q (8847.660000 sec): 3 clusters
  Score: Raw -109799.393594 + Penalty 2378.956102 = -107420.437491
  nChanged 2
		SP:Iteration 42Q (8847.820000 sec): 3 clusters
  Score: Raw -109800.418016 + Penalty 2378.956102 = -107421.461914
  nChanged 1
		SP:Iteration 43Q (8848.000000 sec): 3 clusters
  Score: Raw -109800.767089 + Penalty 2378.956102 = -107421.810986
  nChanged 0
		SP:Iteration 44F (8848.140000 sec): 3 clusters
  Score: Raw -109800.767089 + Penalty 2378.956102 = -107421.810986
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 55 (1749 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8848.220000 sec): 2 clusters
  Score: Raw -151252.471291 + Penalty 1213.354915 = -150039.116376
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8848.370000 sec): 3 clusters
  Score: Raw -150507.480904 + Penalty 2426.709829 = -148080.771074
  nChanged 619
		SP:Iteration 1F (8848.630000 sec): 3 clusters
  Score: Raw -150958.976229 + Penalty 2426.709829 = -148532.266400
  nChanged 137
		SP:Iteration 2F (8848.810000 sec): 3 clusters
  Score: Raw -151093.078129 + Penalty 2426.709829 = -148666.368300
  nChanged 96
		SP:Iteration 3F (8848.940000 sec): 3 clusters
  Score: Raw -151197.496713 + Penalty 2426.709829 = -148770.786884
  nChanged 74
		SP:Iteration 4Q (8849.110000 sec): 3 clusters
  Score: Raw -151259.854257 + Penalty 2426.709829 = -148833.144428
  nChanged 60
		SP:Iteration 5Q (8849.290000 sec): 3 clusters
  Score: Raw -151304.202758 + Penalty 2426.709829 = -148877.492929
  nChanged 36
		SP:Iteration 6Q (8849.490000 sec): 3 clusters
  Score: Raw -151324.195633 + Penalty 2426.709829 = -148897.485804
  nChanged 21
		SP:Iteration 7Q (8849.670000 sec): 3 clusters
  Score: Raw -151335.173779 + Penalty 2426.709829 = -148908.463949
  nChanged 14
		SP:Iteration 8Q (8849.870000 sec): 3 clusters
  Score: Raw -151342.578250 + Penalty 2426.709829 = -148915.868420
  nChanged 11
		SP:Iteration 9Q (8850.090000 sec): 3 clusters
  Score: Raw -151350.166396 + Penalty 2426.709829 = -148923.456566
  nChanged 19
		SP:Iteration 10Q (8850.260000 sec): 3 clusters
  Score: Raw -151362.005420 + Penalty 2426.709829 = -148935.295591
  nChanged 20
		SP:Iteration 11Q (8850.470000 sec): 3 clusters
  Score: Raw -151371.000412 + Penalty 2426.709829 = -148944.290582
  nChanged 15
		SP:Iteration 12Q (8850.630000 sec): 3 clusters
  Score: Raw -151378.820811 + Penalty 2426.709829 = -148952.110982
  nChanged 10
		SP:Iteration 13Q (8850.800000 sec): 3 clusters
  Score: Raw -151383.184850 + Penalty 2426.709829 = -148956.475021
  nChanged 11
		SP:Iteration 14Q (8850.990000 sec): 3 clusters
  Score: Raw -151389.011567 + Penalty 2426.709829 = -148962.301738
  nChanged 14
		SP:Iteration 15Q (8851.190000 sec): 3 clusters
  Score: Raw -151397.955351 + Penalty 2426.709829 = -148971.245522
  nChanged 13
		SP:Iteration 16Q (8851.380000 sec): 3 clusters
  Score: Raw -151403.818279 + Penalty 2426.709829 = -148977.108450
  nChanged 9
		SP:Iteration 17Q (8851.550000 sec): 3 clusters
  Score: Raw -151407.065557 + Penalty 2426.709829 = -148980.355727
  nChanged 12
		SP:Iteration 18Q (8851.740000 sec): 3 clusters
  Score: Raw -151413.044976 + Penalty 2426.709829 = -148986.335146
  nChanged 15
		SP:Iteration 19Q (8851.920000 sec): 3 clusters
  Score: Raw -151420.245846 + Penalty 2426.709829 = -148993.536016
  nChanged 11
		SP:Iteration 20F (8852.090000 sec): 3 clusters
  Score: Raw -151426.952397 + Penalty 2426.709829 = -149000.242567
  nChanged 7
		SP:Iteration 21Q (8852.270000 sec): 3 clusters
  Score: Raw -151431.217249 + Penalty 2426.709829 = -149004.507420
  nChanged 7
		SP:Iteration 22Q (8852.500000 sec): 3 clusters
  Score: Raw -151434.428489 + Penalty 2426.709829 = -149007.718660
  nChanged 5
		SP:Iteration 23Q (8852.700000 sec): 3 clusters
  Score: Raw -151438.605845 + Penalty 2426.709829 = -149011.896016
  nChanged 7
		SP:Iteration 24Q (8852.860000 sec): 3 clusters
  Score: Raw -151442.649612 + Penalty 2426.709829 = -149015.939782
  nChanged 10
		SP:Iteration 25Q (8853.010000 sec): 3 clusters
  Score: Raw -151449.553523 + Penalty 2426.709829 = -149022.843693
  nChanged 11
		SP:Iteration 26Q (8853.210000 sec): 3 clusters
  Score: Raw -151460.850554 + Penalty 2426.709829 = -149034.140725
  nChanged 16
		SP:Iteration 27Q (8853.410000 sec): 3 clusters
  Score: Raw -151473.146133 + Penalty 2426.709829 = -149046.436304
  nChanged 9
		SP:Iteration 28Q (8853.610000 sec): 3 clusters
  Score: Raw -151480.855193 + Penalty 2426.709829 = -149054.145363
  nChanged 9
		SP:Iteration 29Q (8853.830000 sec): 3 clusters
  Score: Raw -151487.114538 + Penalty 2426.709829 = -149060.404709
  nChanged 11
		SP:Iteration 30Q (8854.000000 sec): 3 clusters
  Score: Raw -151494.644164 + Penalty 2426.709829 = -149067.934335
  nChanged 11
		SP:Iteration 31Q (8854.210000 sec): 3 clusters
  Score: Raw -151504.174713 + Penalty 2426.709829 = -149077.464883
  nChanged 12
		SP:Iteration 32Q (8854.380000 sec): 3 clusters
  Score: Raw -151514.118812 + Penalty 2426.709829 = -149087.408982
  nChanged 12
		SP:Iteration 33Q (8854.580000 sec): 3 clusters
  Score: Raw -151526.798959 + Penalty 2426.709829 = -149100.089129
  nChanged 9
		SP:Iteration 34Q (8854.800000 sec): 3 clusters
  Score: Raw -151534.092187 + Penalty 2426.709829 = -149107.382358
  nChanged 11
		SP:Iteration 35Q (8854.980000 sec): 3 clusters
  Score: Raw -151543.668726 + Penalty 2426.709829 = -149116.958896
  nChanged 6
		SP:Iteration 36Q (8855.140000 sec): 3 clusters
  Score: Raw -151549.512887 + Penalty 2426.709829 = -149122.803058
  nChanged 7
		SP:Iteration 37Q (8855.380000 sec): 3 clusters
  Score: Raw -151554.871185 + Penalty 2426.709829 = -149128.161355
  nChanged 7
		SP:Iteration 38Q (8855.540000 sec): 3 clusters
  Score: Raw -151558.047648 + Penalty 2426.709829 = -149131.337818
  nChanged 8
		SP:Iteration 39Q (8855.750000 sec): 3 clusters
  Score: Raw -151562.056884 + Penalty 2426.709829 = -149135.347055
  nChanged 4
		SP:Iteration 40F (8855.940000 sec): 3 clusters
  Score: Raw -151565.359703 + Penalty 2426.709829 = -149138.649874
  nChanged 5
		SP:Iteration 41Q (8856.130000 sec): 3 clusters
  Score: Raw -151568.235945 + Penalty 2426.709829 = -149141.526115
  nChanged 4
		SP:Iteration 42Q (8856.300000 sec): 3 clusters
  Score: Raw -151570.114711 + Penalty 2426.709829 = -149143.404882
  nChanged 3
		SP:Iteration 43Q (8856.500000 sec): 3 clusters
  Score: Raw -151571.522346 + Penalty 2426.709829 = -149144.812517
  nChanged 3
		SP:Iteration 44Q (8856.670000 sec): 3 clusters
  Score: Raw -151572.453029 + Penalty 2426.709829 = -149145.743199
  nChanged 3
		SP:Iteration 45Q (8856.880000 sec): 3 clusters
  Score: Raw -151573.755034 + Penalty 2426.709829 = -149147.045205
  nChanged 1
		SP:Iteration 46Q (8857.060000 sec): 3 clusters
  Score: Raw -151573.903576 + Penalty 2426.709829 = -149147.193747
  nChanged 0
		SP:Iteration 47F (8857.180000 sec): 3 clusters
  Score: Raw -151573.903576 + Penalty 2426.709829 = -149147.193747
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 56 (3308 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8857.300000 sec): 2 clusters
  Score: Raw -238532.604909 + Penalty 1316.916097 = -237215.688812
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8857.470000 sec): 3 clusters
  Score: Raw -237032.374141 + Penalty 2633.832193 = -234398.541948
  nChanged 1307
		SP:Iteration 1F (8857.630000 sec): 3 clusters
  Score: Raw -237982.271240 + Penalty 2633.832193 = -235348.439047
  nChanged 301
		SP:Iteration 2F (8857.820000 sec): 3 clusters
  Score: Raw -238251.705914 + Penalty 2633.832193 = -235617.873721
  nChanged 231
		SP:Iteration 3F (8857.960000 sec): 3 clusters
  Score: Raw -238462.532307 + Penalty 2633.832193 = -235828.700114
  nChanged 181
		SP:Iteration 4F (8858.100000 sec): 3 clusters
  Score: Raw -238612.054720 + Penalty 2633.832193 = -235978.222527
  nChanged 140
		SP:Iteration 5Q (8858.300000 sec): 3 clusters
  Score: Raw -238722.638584 + Penalty 2633.832193 = -236088.806391
  nChanged 130
		SP:Iteration 6Q (8858.470000 sec): 3 clusters
  Score: Raw -238819.389991 + Penalty 2633.832193 = -236185.557798
  nChanged 107
		SP:Iteration 7Q (8858.700000 sec): 3 clusters
  Score: Raw -238883.312224 + Penalty 2633.832193 = -236249.480031
  nChanged 82
		SP:Iteration 8Q (8858.920000 sec): 3 clusters
  Score: Raw -238926.400535 + Penalty 2633.832193 = -236292.568342
  nChanged 61
		SP:Iteration 9Q (8859.070000 sec): 3 clusters
  Score: Raw -238960.047214 + Penalty 2633.832193 = -236326.215020
  nChanged 58
		SP:Iteration 10Q (8859.250000 sec): 3 clusters
  Score: Raw -238989.717791 + Penalty 2633.832193 = -236355.885598
  nChanged 56
		SP:Iteration 11Q (8859.430000 sec): 3 clusters
  Score: Raw -239021.396798 + Penalty 2633.832193 = -236387.564605
  nChanged 56
		SP:Iteration 12Q (8859.630000 sec): 3 clusters
  Score: Raw -239052.932169 + Penalty 2633.832193 = -236419.099975
  nChanged 55
		SP:Iteration 13Q (8859.860000 sec): 3 clusters
  Score: Raw -239078.068770 + Penalty 2633.832193 = -236444.236577
  nChanged 42
		SP:Iteration 14Q (8860.010000 sec): 3 clusters
  Score: Raw -239099.328661 + Penalty 2633.832193 = -236465.496468
  nChanged 35
		SP:Iteration 15Q (8860.210000 sec): 3 clusters
  Score: Raw -239117.926673 + Penalty 2633.832193 = -236484.094480
  nChanged 29
		SP:Iteration 16Q (8860.380000 sec): 3 clusters
  Score: Raw -239134.069533 + Penalty 2633.832193 = -236500.237340
  nChanged 24
		SP:Iteration 17Q (8860.530000 sec): 3 clusters
  Score: Raw -239144.378340 + Penalty 2633.832193 = -236510.546147
  nChanged 23
		SP:Iteration 18Q (8860.670000 sec): 3 clusters
  Score: Raw -239153.311203 + Penalty 2633.832193 = -236519.479009
  nChanged 18
		SP:Iteration 19Q (8860.850000 sec): 3 clusters
  Score: Raw -239164.657878 + Penalty 2633.832193 = -236530.825685
  nChanged 27
		SP:Iteration 20F (8860.990000 sec): 3 clusters
  Score: Raw -239178.345476 + Penalty 2633.832193 = -236544.513282
  nChanged 27
		SP:Iteration 21Q (8861.140000 sec): 3 clusters
  Score: Raw -239191.510990 + Penalty 2633.832193 = -236557.678796
  nChanged 29
		SP:Iteration 22Q (8861.320000 sec): 3 clusters
  Score: Raw -239208.169211 + Penalty 2633.832193 = -236574.337018
  nChanged 23
		SP:Iteration 23Q (8861.460000 sec): 3 clusters
  Score: Raw -239221.494612 + Penalty 2633.832193 = -236587.662418
  nChanged 19
		SP:Iteration 24Q (8861.630000 sec): 3 clusters
  Score: Raw -239230.973750 + Penalty 2633.832193 = -236597.141557
  nChanged 19
		SP:Iteration 25Q (8861.820000 sec): 3 clusters
  Score: Raw -239237.142040 + Penalty 2633.832193 = -236603.309846
  nChanged 13
		SP:Iteration 26Q (8862.000000 sec): 3 clusters
  Score: Raw -239240.882090 + Penalty 2633.832193 = -236607.049897
  nChanged 8
		SP:Iteration 27Q (8862.200000 sec): 3 clusters
  Score: Raw -239243.728166 + Penalty 2633.832193 = -236609.895973
  nChanged 5
		SP:Iteration 28Q (8862.370000 sec): 3 clusters
  Score: Raw -239245.400507 + Penalty 2633.832193 = -236611.568314
  nChanged 8
		SP:Iteration 29Q (8862.510000 sec): 3 clusters
  Score: Raw -239247.853118 + Penalty 2633.832193 = -236614.020925
  nChanged 5
		SP:Iteration 30Q (8862.700000 sec): 3 clusters
  Score: Raw -239249.191527 + Penalty 2633.832193 = -236615.359334
  nChanged 6
		SP:Iteration 31Q (8862.880000 sec): 3 clusters
  Score: Raw -239251.813719 + Penalty 2633.832193 = -236617.981526
  nChanged 7
		SP:Iteration 32Q (8863.080000 sec): 3 clusters
  Score: Raw -239253.295717 + Penalty 2633.832193 = -236619.463524
  nChanged 9
		SP:Iteration 33Q (8863.260000 sec): 3 clusters
  Score: Raw -239256.121535 + Penalty 2633.832193 = -236622.289342
  nChanged 8
		SP:Iteration 34Q (8863.410000 sec): 3 clusters
  Score: Raw -239257.536647 + Penalty 2633.832193 = -236623.704454
  nChanged 5
		SP:Iteration 35Q (8863.560000 sec): 3 clusters
  Score: Raw -239259.296153 + Penalty 2633.832193 = -236625.463960
  nChanged 8
		SP:Iteration 36Q (8863.710000 sec): 3 clusters
  Score: Raw -239262.891285 + Penalty 2633.832193 = -236629.059092
  nChanged 7
		SP:Iteration 37Q (8863.860000 sec): 3 clusters
  Score: Raw -239265.908031 + Penalty 2633.832193 = -236632.075837
  nChanged 15
		SP:Iteration 38Q (8864.020000 sec): 3 clusters
  Score: Raw -239274.508254 + Penalty 2633.832193 = -236640.676061
  nChanged 15
		SP:Iteration 39Q (8864.160000 sec): 3 clusters
  Score: Raw -239280.804164 + Penalty 2633.832193 = -236646.971971
  nChanged 12
		SP:Iteration 40F (8864.280000 sec): 3 clusters
  Score: Raw -239284.845685 + Penalty 2633.832193 = -236651.013492
  nChanged 12
		SP:Iteration 41Q (8864.420000 sec): 3 clusters
  Score: Raw -239287.756421 + Penalty 2633.832193 = -236653.924228
  nChanged 11
		SP:Iteration 42Q (8864.560000 sec): 3 clusters
  Score: Raw -239291.070221 + Penalty 2633.832193 = -236657.238028
  nChanged 12
		SP:Iteration 43Q (8864.740000 sec): 3 clusters
  Score: Raw -239295.569248 + Penalty 2633.832193 = -236661.737055
  nChanged 13
		SP:Iteration 44Q (8864.990000 sec): 3 clusters
  Score: Raw -239300.615783 + Penalty 2633.832193 = -236666.783589
  nChanged 16
		SP:Iteration 45Q (8865.120000 sec): 3 clusters
  Score: Raw -239309.557501 + Penalty 2633.832193 = -236675.725308
  nChanged 21
		SP:Iteration 46Q (8865.340000 sec): 3 clusters
  Score: Raw -239316.565965 + Penalty 2633.832193 = -236682.733772
  nChanged 10
		SP:Iteration 47Q (8865.480000 sec): 3 clusters
  Score: Raw -239319.497153 + Penalty 2633.832193 = -236685.664960
  nChanged 7
		SP:Iteration 48Q (8865.620000 sec): 3 clusters
  Score: Raw -239321.485502 + Penalty 2633.832193 = -236687.653309
  nChanged 9
		SP:Iteration 49Q (8865.800000 sec): 3 clusters
  Score: Raw -239325.289944 + Penalty 2633.832193 = -236691.457750
  nChanged 10
		SP:Iteration 50Q (8865.980000 sec): 3 clusters
  Score: Raw -239329.540552 + Penalty 2633.832193 = -236695.708358
  nChanged 9
		SP:Iteration 51Q (8866.160000 sec): 3 clusters
  Score: Raw -239333.396495 + Penalty 2633.832193 = -236699.564302
  nChanged 14
		SP:Iteration 52Q (8866.360000 sec): 3 clusters
  Score: Raw -239338.991077 + Penalty 2633.832193 = -236705.158883
  nChanged 15
		SP:Iteration 53Q (8866.560000 sec): 3 clusters
  Score: Raw -239346.990017 + Penalty 2633.832193 = -236713.157823
  nChanged 12
		SP:Iteration 54Q (8866.810000 sec): 3 clusters
  Score: Raw -239350.865814 + Penalty 2633.832193 = -236717.033621
  nChanged 9
		SP:Iteration 55Q (8867.010000 sec): 3 clusters
  Score: Raw -239353.838111 + Penalty 2633.832193 = -236720.005918
  nChanged 6
		SP:Iteration 56Q (8867.280000 sec): 3 clusters
  Score: Raw -239356.169050 + Penalty 2633.832193 = -236722.336857
  nChanged 5
		SP:Iteration 57Q (8867.490000 sec): 3 clusters
  Score: Raw -239358.658391 + Penalty 2633.832193 = -236724.826198
  nChanged 7
		SP:Iteration 58Q (8867.700000 sec): 3 clusters
  Score: Raw -239361.247399 + Penalty 2633.832193 = -236727.415206
  nChanged 5
		SP:Iteration 59Q (8867.890000 sec): 3 clusters
  Score: Raw -239363.229411 + Penalty 2633.832193 = -236729.397218
  nChanged 7
		SP:Iteration 60F (8868.060000 sec): 3 clusters
  Score: Raw -239366.119450 + Penalty 2633.832193 = -236732.287257
  nChanged 5
		SP:Iteration 61Q (8868.220000 sec): 3 clusters
  Score: Raw -239368.009090 + Penalty 2633.832193 = -236734.176897
  nChanged 3
		SP:Iteration 62Q (8868.410000 sec): 3 clusters
  Score: Raw -239368.890100 + Penalty 2633.832193 = -236735.057907
  nChanged 2
		SP:Iteration 63Q (8868.540000 sec): 3 clusters
  Score: Raw -239369.458508 + Penalty 2633.832193 = -236735.626315
  nChanged 3
		SP:Iteration 64Q (8868.690000 sec): 3 clusters
  Score: Raw -239370.443315 + Penalty 2633.832193 = -236736.611122
  nChanged 4
		SP:Iteration 65Q (8868.860000 sec): 3 clusters
  Score: Raw -239372.490290 + Penalty 2633.832193 = -236738.658097
  nChanged 4
		SP:Iteration 66Q (8869.010000 sec): 3 clusters
  Score: Raw -239374.225568 + Penalty 2633.832193 = -236740.393375
  nChanged 4
		SP:Iteration 67Q (8869.150000 sec): 3 clusters
  Score: Raw -239374.900650 + Penalty 2633.832193 = -236741.068456
  nChanged 3
		SP:Iteration 68Q (8869.300000 sec): 3 clusters
  Score: Raw -239377.673818 + Penalty 2633.832193 = -236743.841625
  nChanged 2
		SP:Iteration 69Q (8869.440000 sec): 3 clusters
  Score: Raw -239378.424328 + Penalty 2633.832193 = -236744.592135
  nChanged 1
		SP:Iteration 70Q (8869.610000 sec): 3 clusters
  Score: Raw -239378.688670 + Penalty 2633.832193 = -236744.856476
  nChanged 1
		SP:Iteration 71Q (8869.760000 sec): 3 clusters
  Score: Raw -239378.862080 + Penalty 2633.832193 = -236745.029887
  nChanged 2
		SP:Iteration 72Q (8869.970000 sec): 3 clusters
  Score: Raw -239379.579064 + Penalty 2633.832193 = -236745.746870
  nChanged 3
		SP:Iteration 73Q (8870.140000 sec): 3 clusters
  Score: Raw -239380.234471 + Penalty 2633.832193 = -236746.402278
  nChanged 1
		SP:Iteration 74Q (8870.310000 sec): 3 clusters
  Score: Raw -239380.443048 + Penalty 2633.832193 = -236746.610855
  nChanged 2
		SP:Iteration 75Q (8870.470000 sec): 3 clusters
  Score: Raw -239380.716323 + Penalty 2633.832193 = -236746.884130
  nChanged 0
		SP:Iteration 76F (8870.660000 sec): 3 clusters
  Score: Raw -239380.716323 + Penalty 2633.832193 = -236746.884130
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 57 (4432 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8870.760000 sec): 2 clusters
  Score: Raw -351724.580542 + Penalty 1364.448512 = -350360.132030
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8871.000000 sec): 3 clusters
  Score: Raw -349427.306663 + Penalty 2728.897024 = -346698.409639
  nChanged 1800
		SP:Iteration 1F (8871.170000 sec): 3 clusters
  Score: Raw -350615.472893 + Penalty 2728.897024 = -347886.575869
  nChanged 410
		SP:Iteration 2F (8871.360000 sec): 3 clusters
  Score: Raw -350958.696340 + Penalty 2728.897024 = -348229.799315
  nChanged 319
		SP:Iteration 3F (8871.550000 sec): 3 clusters
  Score: Raw -351203.198117 + Penalty 2728.897024 = -348474.301093
  nChanged 236
		SP:Iteration 4F (8871.740000 sec): 3 clusters
  Score: Raw -351345.950846 + Penalty 2728.897024 = -348617.053822
  nChanged 163
		SP:Iteration 5Q (8871.910000 sec): 3 clusters
  Score: Raw -351437.156651 + Penalty 2728.897024 = -348708.259627
  nChanged 145
		SP:Iteration 6Q (8872.060000 sec): 3 clusters
  Score: Raw -351516.737169 + Penalty 2728.897024 = -348787.840145
  nChanged 122
		SP:Iteration 7Q (8872.220000 sec): 3 clusters
  Score: Raw -351588.833328 + Penalty 2728.897024 = -348859.936304
  nChanged 115
		SP:Iteration 8Q (8872.370000 sec): 3 clusters
  Score: Raw -351649.134340 + Penalty 2728.897024 = -348920.237316
  nChanged 98
		SP:Iteration 9Q (8872.510000 sec): 3 clusters
  Score: Raw -351704.285571 + Penalty 2728.897024 = -348975.388547
  nChanged 84
		SP:Iteration 10Q (8872.670000 sec): 3 clusters
  Score: Raw -351747.526015 + Penalty 2728.897024 = -349018.628991
  nChanged 74
		SP:Iteration 11Q (8872.830000 sec): 3 clusters
  Score: Raw -351774.492819 + Penalty 2728.897024 = -349045.595795
  nChanged 57
		SP:Iteration 12Q (8872.980000 sec): 3 clusters
  Score: Raw -351795.065554 + Penalty 2728.897024 = -349066.168530
  nChanged 46
		SP:Iteration 13Q (8873.180000 sec): 3 clusters
  Score: Raw -351811.160131 + Penalty 2728.897024 = -349082.263107
  nChanged 41
		SP:Iteration 14Q (8873.360000 sec): 3 clusters
  Score: Raw -351827.038938 + Penalty 2728.897024 = -349098.141913
  nChanged 33
		SP:Iteration 15Q (8873.490000 sec): 3 clusters
  Score: Raw -351837.352827 + Penalty 2728.897024 = -349108.455803
  nChanged 27
		SP:Iteration 16Q (8873.640000 sec): 3 clusters
  Score: Raw -351845.652726 + Penalty 2728.897024 = -349116.755702
  nChanged 32
		SP:Iteration 17Q (8873.800000 sec): 3 clusters
  Score: Raw -351854.413190 + Penalty 2728.897024 = -349125.516166
  nChanged 24
		SP:Iteration 18Q (8873.940000 sec): 3 clusters
  Score: Raw -351860.493347 + Penalty 2728.897024 = -349131.596322
  nChanged 19
		SP:Iteration 19Q (8874.110000 sec): 3 clusters
  Score: Raw -351866.536634 + Penalty 2728.897024 = -349137.639610
  nChanged 15
		SP:Iteration 20F (8874.290000 sec): 3 clusters
  Score: Raw -351870.853120 + Penalty 2728.897024 = -349141.956095
  nChanged 13
		SP:Iteration 21Q (8874.370000 sec): 3 clusters
  Score: Raw -351875.292708 + Penalty 2728.897024 = -349146.395683
  nChanged 18
		SP:Iteration 22Q (8874.510000 sec): 3 clusters
  Score: Raw -351883.286371 + Penalty 2728.897024 = -349154.389346
  nChanged 14
		SP:Iteration 23Q (8874.660000 sec): 3 clusters
  Score: Raw -351886.220299 + Penalty 2728.897024 = -349157.323275
  nChanged 8
		SP:Iteration 24Q (8874.790000 sec): 3 clusters
  Score: Raw -351888.384240 + Penalty 2728.897024 = -349159.487216
  nChanged 4
		SP:Iteration 25Q (8874.970000 sec): 3 clusters
  Score: Raw -351889.912575 + Penalty 2728.897024 = -349161.015550
  nChanged 7
		SP:Iteration 26Q (8875.190000 sec): 3 clusters
  Score: Raw -351892.857770 + Penalty 2728.897024 = -349163.960746
  nChanged 9
		SP:Iteration 27Q (8875.340000 sec): 3 clusters
  Score: Raw -351895.668755 + Penalty 2728.897024 = -349166.771731
  nChanged 7
		SP:Iteration 28Q (8875.530000 sec): 3 clusters
  Score: Raw -351898.661442 + Penalty 2728.897024 = -349169.764418
  nChanged 8
		SP:Iteration 29Q (8875.730000 sec): 3 clusters
  Score: Raw -351900.930746 + Penalty 2728.897024 = -349172.033722
  nChanged 8
		SP:Iteration 30Q (8875.890000 sec): 3 clusters
  Score: Raw -351902.470124 + Penalty 2728.897024 = -349173.573100
  nChanged 0
		SP:Iteration 31F (8876.070000 sec): 3 clusters
  Score: Raw -351902.470124 + Penalty 2728.897024 = -349173.573100
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 58 (1788 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8876.160000 sec): 2 clusters
  Score: Raw -127743.620945 + Penalty 1216.938605 = -126526.682340
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8876.340000 sec): 3 clusters
  Score: Raw -127035.390597 + Penalty 2433.877211 = -124601.513386
  nChanged 626
		SP:Iteration 1F (8876.510000 sec): 3 clusters
  Score: Raw -127516.166407 + Penalty 2433.877211 = -125082.289196
  nChanged 170
		SP:Iteration 2F (8876.640000 sec): 3 clusters
  Score: Raw -127732.764028 + Penalty 2433.877211 = -125298.886817
  nChanged 130
		SP:Iteration 3F (8876.850000 sec): 3 clusters
  Score: Raw -127906.780129 + Penalty 2433.877211 = -125472.902918
  nChanged 100
		SP:Iteration 4F (8877.030000 sec): 3 clusters
  Score: Raw -128052.149434 + Penalty 2433.877211 = -125618.272223
  nChanged 85
		SP:Iteration 5Q (8877.210000 sec): 3 clusters
  Score: Raw -128169.281955 + Penalty 2433.877211 = -125735.404744
  nChanged 72
		SP:Iteration 6Q (8877.360000 sec): 3 clusters
  Score: Raw -128261.756823 + Penalty 2433.877211 = -125827.879613
  nChanged 43
		SP:Iteration 7Q (8877.560000 sec): 3 clusters
  Score: Raw -128306.638562 + Penalty 2433.877211 = -125872.761351
  nChanged 34
		SP:Iteration 8Q (8877.750000 sec): 3 clusters
  Score: Raw -128333.121475 + Penalty 2433.877211 = -125899.244264
  nChanged 25
		SP:Iteration 9Q (8877.900000 sec): 3 clusters
  Score: Raw -128353.828239 + Penalty 2433.877211 = -125919.951028
  nChanged 20
		SP:Iteration 10Q (8878.060000 sec): 3 clusters
  Score: Raw -128365.824457 + Penalty 2433.877211 = -125931.947247
  nChanged 9
		SP:Iteration 11Q (8878.250000 sec): 3 clusters
  Score: Raw -128369.683000 + Penalty 2433.877211 = -125935.805790
  nChanged 9
		SP:Iteration 12Q (8878.420000 sec): 3 clusters
  Score: Raw -128374.860966 + Penalty 2433.877211 = -125940.983756
  nChanged 8
		SP:Iteration 13Q (8878.540000 sec): 3 clusters
  Score: Raw -128379.977202 + Penalty 2433.877211 = -125946.099992
  nChanged 6
		SP:Iteration 14Q (8878.710000 sec): 3 clusters
  Score: Raw -128384.201046 + Penalty 2433.877211 = -125950.323835
  nChanged 8
		SP:Iteration 15Q (8878.880000 sec): 3 clusters
  Score: Raw -128389.468433 + Penalty 2433.877211 = -125955.591223
  nChanged 7
		SP:Iteration 16Q (8879.070000 sec): 3 clusters
  Score: Raw -128393.795951 + Penalty 2433.877211 = -125959.918740
  nChanged 3
		SP:Iteration 17Q (8879.260000 sec): 3 clusters
  Score: Raw -128395.128068 + Penalty 2433.877211 = -125961.250858
  nChanged 3
		SP:Iteration 18Q (8879.400000 sec): 3 clusters
  Score: Raw -128396.648714 + Penalty 2433.877211 = -125962.771503
  nChanged 3
		SP:Iteration 19Q (8879.580000 sec): 3 clusters
  Score: Raw -128398.488863 + Penalty 2433.877211 = -125964.611652
  nChanged 4
		SP:Iteration 20F (8879.750000 sec): 3 clusters
  Score: Raw -128401.012730 + Penalty 2433.877211 = -125967.135519
  nChanged 2
		SP:Iteration 21Q (8879.930000 sec): 3 clusters
  Score: Raw -128401.757970 + Penalty 2433.877211 = -125967.880760
  nChanged 0
		SP:Iteration 22F (8880.120000 sec): 3 clusters
  Score: Raw -128401.757970 + Penalty 2433.877211 = -125967.880760
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 59 (10117 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8880.280000 sec): 2 clusters
  Score: Raw -836780.752569 + Penalty 1498.570524 = -835282.182045
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8880.460000 sec): 3 clusters
  Score: Raw -831081.998858 + Penalty 2997.141048 = -828084.857810
  nChanged 4307
		SP:Iteration 1F (8880.710000 sec): 3 clusters
  Score: Raw -833755.099384 + Penalty 2997.141048 = -830757.958335
  nChanged 876
		SP:Iteration 2F (8880.890000 sec): 3 clusters
  Score: Raw -834408.166554 + Penalty 2997.141048 = -831411.025506
  nChanged 742
		SP:Iteration 3F (8881.130000 sec): 3 clusters
  Score: Raw -834978.389518 + Penalty 2997.141048 = -831981.248470
  nChanged 684
		SP:Iteration 4F (8881.300000 sec): 3 clusters
  Score: Raw -835471.904741 + Penalty 2997.141048 = -832474.763693
  nChanged 654
		SP:Iteration 5F (8881.520000 sec): 3 clusters
  Score: Raw -835948.220488 + Penalty 2997.141048 = -832951.079439
  nChanged 615
		SP:Iteration 6F (8881.730000 sec): 3 clusters
  Score: Raw -836401.512899 + Penalty 2997.141048 = -833404.371851
  nChanged 497
		SP:Iteration 7Q (8881.900000 sec): 3 clusters
  Score: Raw -836742.187999 + Penalty 2997.141048 = -833745.046951
  nChanged 388
		SP:Iteration 8Q (8882.090000 sec): 3 clusters
  Score: Raw -836944.031459 + Penalty 2997.141048 = -833946.890410
  nChanged 276
		SP:Iteration 9Q (8882.330000 sec): 3 clusters
  Score: Raw -837068.561773 + Penalty 2997.141048 = -834071.420725
  nChanged 247
		SP:Iteration 10Q (8882.530000 sec): 3 clusters
  Score: Raw -837162.321208 + Penalty 2997.141048 = -834165.180160
  nChanged 185
		SP:Iteration 11Q (8882.780000 sec): 3 clusters
  Score: Raw -837214.223008 + Penalty 2997.141048 = -834217.081960
  nChanged 140
		SP:Iteration 12Q (8882.980000 sec): 3 clusters
  Score: Raw -837249.484432 + Penalty 2997.141048 = -834252.343384
  nChanged 96
		SP:Iteration 13Q (8883.220000 sec): 3 clusters
  Score: Raw -837267.622925 + Penalty 2997.141048 = -834270.481876
  nChanged 61
		SP:Iteration 14Q (8883.440000 sec): 3 clusters
  Score: Raw -837276.867452 + Penalty 2997.141048 = -834279.726404
  nChanged 43
		SP:Iteration 15Q (8883.700000 sec): 3 clusters
  Score: Raw -837284.075295 + Penalty 2997.141048 = -834286.934246
  nChanged 34
		SP:Iteration 16Q (8883.890000 sec): 3 clusters
  Score: Raw -837289.120370 + Penalty 2997.141048 = -834291.979322
  nChanged 26
		SP:Iteration 17Q (8884.120000 sec): 3 clusters
  Score: Raw -837292.561457 + Penalty 2997.141048 = -834295.420409
  nChanged 22
		SP:Iteration 18Q (8884.330000 sec): 3 clusters
  Score: Raw -837295.843635 + Penalty 2997.141048 = -834298.702587
  nChanged 26
		SP:Iteration 19Q (8884.510000 sec): 3 clusters
  Score: Raw -837299.743846 + Penalty 2997.141048 = -834302.602798
  nChanged 23
		SP:Iteration 20F (8884.780000 sec): 3 clusters
  Score: Raw -837302.199805 + Penalty 2997.141048 = -834305.058757
  nChanged 15
		SP:Iteration 21Q (8884.990000 sec): 3 clusters
  Score: Raw -837303.775362 + Penalty 2997.141048 = -834306.634313
  nChanged 15
		SP:Iteration 22Q (8885.190000 sec): 3 clusters
  Score: Raw -837305.609289 + Penalty 2997.141048 = -834308.468241
  nChanged 13
		SP:Iteration 23Q (8885.420000 sec): 3 clusters
  Score: Raw -837306.937276 + Penalty 2997.141048 = -834309.796228
  nChanged 8
		SP:Iteration 24Q (8885.640000 sec): 3 clusters
  Score: Raw -837307.875005 + Penalty 2997.141048 = -834310.733956
  nChanged 10
		SP:Iteration 25Q (8885.890000 sec): 3 clusters
  Score: Raw -837309.054746 + Penalty 2997.141048 = -834311.913698
  nChanged 10
		SP:Iteration 26Q (8886.110000 sec): 3 clusters
  Score: Raw -837310.129403 + Penalty 2997.141048 = -834312.988355
  nChanged 7
		SP:Iteration 27Q (8886.340000 sec): 3 clusters
  Score: Raw -837310.786191 + Penalty 2997.141048 = -834313.645143
  nChanged 5
		SP:Iteration 28Q (8886.560000 sec): 3 clusters
  Score: Raw -837311.397831 + Penalty 2997.141048 = -834314.256783
  nChanged 6
		SP:Iteration 29Q (8886.760000 sec): 3 clusters
  Score: Raw -837311.857907 + Penalty 2997.141048 = -834314.716859
  nChanged 6
		SP:Iteration 30Q (8886.940000 sec): 3 clusters
  Score: Raw -837312.195813 + Penalty 2997.141048 = -834315.054765
  nChanged 1
		SP:Iteration 31Q (8887.160000 sec): 3 clusters
  Score: Raw -837312.229318 + Penalty 2997.141048 = -834315.088270
  nChanged 0
		SP:Iteration 32F (8887.400000 sec): 3 clusters
  Score: Raw -837312.229318 + Penalty 2997.141048 = -834315.088270
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 60 (6212 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8887.490000 sec): 2 clusters
  Score: Raw -555324.950859 + Penalty 1419.313705 = -553905.637154
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8887.680000 sec): 3 clusters
  Score: Raw -552043.353078 + Penalty 2838.627410 = -549204.725668
  nChanged 2548
		SP:Iteration 1F (8887.870000 sec): 3 clusters
  Score: Raw -553464.333450 + Penalty 2838.627410 = -550625.706040
  nChanged 456
		SP:Iteration 2F (8888.000000 sec): 3 clusters
  Score: Raw -553755.774536 + Penalty 2838.627410 = -550917.147126
  nChanged 391
		SP:Iteration 3F (8888.190000 sec): 3 clusters
  Score: Raw -554016.298205 + Penalty 2838.627410 = -551177.670795
  nChanged 354
		SP:Iteration 4F (8888.390000 sec): 3 clusters
  Score: Raw -554215.945138 + Penalty 2838.627410 = -551377.317728
  nChanged 281
		SP:Iteration 5Q (8888.540000 sec): 3 clusters
  Score: Raw -554364.694263 + Penalty 2838.627410 = -551526.066853
  nChanged 228
		SP:Iteration 6Q (8888.740000 sec): 3 clusters
  Score: Raw -554505.707633 + Penalty 2838.627410 = -551667.080223
  nChanged 202
		SP:Iteration 7Q (8888.920000 sec): 3 clusters
  Score: Raw -554623.652199 + Penalty 2838.627410 = -551785.024789
  nChanged 183
		SP:Iteration 8Q (8889.180000 sec): 3 clusters
  Score: Raw -554729.554392 + Penalty 2838.627410 = -551890.926982
  nChanged 172
		SP:Iteration 9Q (8889.380000 sec): 3 clusters
  Score: Raw -554829.780849 + Penalty 2838.627410 = -551991.153439
  nChanged 167
		SP:Iteration 10Q (8889.620000 sec): 3 clusters
  Score: Raw -554936.402745 + Penalty 2838.627410 = -552097.775335
  nChanged 140
		SP:Iteration 11Q (8889.820000 sec): 3 clusters
  Score: Raw -555025.212647 + Penalty 2838.627410 = -552186.585237
  nChanged 106
		SP:Iteration 12Q (8890.010000 sec): 3 clusters
  Score: Raw -555097.547572 + Penalty 2838.627410 = -552258.920162
  nChanged 108
		SP:Iteration 13Q (8890.260000 sec): 3 clusters
  Score: Raw -555180.881207 + Penalty 2838.627410 = -552342.253797
  nChanged 81
		SP:Iteration 14Q (8890.440000 sec): 3 clusters
  Score: Raw -555236.277206 + Penalty 2838.627410 = -552397.649796
  nChanged 64
		SP:Iteration 15Q (8890.610000 sec): 3 clusters
  Score: Raw -555288.598385 + Penalty 2838.627410 = -552449.970976
  nChanged 59
		SP:Iteration 16Q (8890.780000 sec): 3 clusters
  Score: Raw -555339.619314 + Penalty 2838.627410 = -552500.991904
  nChanged 57
		SP:Iteration 17Q (8891.030000 sec): 3 clusters
  Score: Raw -555379.703318 + Penalty 2838.627410 = -552541.075908
  nChanged 32
		SP:Iteration 18Q (8891.260000 sec): 3 clusters
  Score: Raw -555403.118742 + Penalty 2838.627410 = -552564.491332
  nChanged 20
		SP:Iteration 19Q (8891.420000 sec): 3 clusters
  Score: Raw -555419.937997 + Penalty 2838.627410 = -552581.310587
  nChanged 21
		SP:Iteration 20F (8891.620000 sec): 3 clusters
  Score: Raw -555435.994313 + Penalty 2838.627410 = -552597.366904
  nChanged 15
		SP:Iteration 21Q (8891.800000 sec): 3 clusters
  Score: Raw -555445.075158 + Penalty 2838.627410 = -552606.447748
  nChanged 11
		SP:Iteration 22Q (8891.980000 sec): 3 clusters
  Score: Raw -555452.311494 + Penalty 2838.627410 = -552613.684084
  nChanged 10
		SP:Iteration 23Q (8892.200000 sec): 3 clusters
  Score: Raw -555459.717565 + Penalty 2838.627410 = -552621.090155
  nChanged 6
		SP:Iteration 24Q (8892.390000 sec): 3 clusters
  Score: Raw -555463.696661 + Penalty 2838.627410 = -552625.069251
  nChanged 4
		SP:Iteration 25Q (8892.620000 sec): 3 clusters
  Score: Raw -555467.829871 + Penalty 2838.627410 = -552629.202461
  nChanged 6
		SP:Iteration 26Q (8892.810000 sec): 3 clusters
  Score: Raw -555472.286809 + Penalty 2838.627410 = -552633.659399
  nChanged 5
		SP:Iteration 27Q (8892.990000 sec): 3 clusters
  Score: Raw -555475.597477 + Penalty 2838.627410 = -552636.970067
  nChanged 2
		SP:Iteration 28Q (8893.200000 sec): 3 clusters
  Score: Raw -555479.017117 + Penalty 2838.627410 = -552640.389708
  nChanged 7
		SP:Iteration 29Q (8893.400000 sec): 3 clusters
  Score: Raw -555483.438376 + Penalty 2838.627410 = -552644.810966
  nChanged 7
		SP:Iteration 30Q (8893.570000 sec): 3 clusters
  Score: Raw -555488.394351 + Penalty 2838.627410 = -552649.766941
  nChanged 5
		SP:Iteration 31Q (8893.760000 sec): 3 clusters
  Score: Raw -555492.969694 + Penalty 2838.627410 = -552654.342284
  nChanged 2
		SP:Iteration 32Q (8893.980000 sec): 3 clusters
  Score: Raw -555495.639380 + Penalty 2838.627410 = -552657.011971
  nChanged 4
		SP:Iteration 33Q (8894.180000 sec): 3 clusters
  Score: Raw -555500.415063 + Penalty 2838.627410 = -552661.787653
  nChanged 5
		SP:Iteration 34Q (8894.370000 sec): 3 clusters
  Score: Raw -555505.318946 + Penalty 2838.627410 = -552666.691537
  nChanged 4
		SP:Iteration 35Q (8894.560000 sec): 3 clusters
  Score: Raw -555507.659936 + Penalty 2838.627410 = -552669.032526
  nChanged 0
		SP:Iteration 36F (8894.760000 sec): 3 clusters
  Score: Raw -555507.659936 + Penalty 2838.627410 = -552669.032526
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 61 (3333 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8894.850000 sec): 2 clusters
  Score: Raw -275504.342304 + Penalty 1318.139563 = -274186.202741
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8895.060000 sec): 3 clusters
  Score: Raw -273887.433606 + Penalty 2636.279125 = -271251.154481
  nChanged 1292
		SP:Iteration 1F (8895.200000 sec): 3 clusters
  Score: Raw -274727.471662 + Penalty 2636.279125 = -272091.192537
  nChanged 288
		SP:Iteration 2F (8895.390000 sec): 3 clusters
  Score: Raw -274964.719007 + Penalty 2636.279125 = -272328.439881
  nChanged 218
		SP:Iteration 3F (8895.550000 sec): 3 clusters
  Score: Raw -275150.561758 + Penalty 2636.279125 = -272514.282632
  nChanged 191
		SP:Iteration 4F (8895.740000 sec): 3 clusters
  Score: Raw -275291.962655 + Penalty 2636.279125 = -272655.683530
  nChanged 163
		SP:Iteration 5Q (8895.980000 sec): 3 clusters
  Score: Raw -275416.319140 + Penalty 2636.279125 = -272780.040014
  nChanged 147
		SP:Iteration 6Q (8896.100000 sec): 3 clusters
  Score: Raw -275531.547940 + Penalty 2636.279125 = -272895.268815
  nChanged 132
		SP:Iteration 7Q (8896.290000 sec): 3 clusters
  Score: Raw -275645.298933 + Penalty 2636.279125 = -273009.019807
  nChanged 124
		SP:Iteration 8Q (8896.460000 sec): 3 clusters
  Score: Raw -275727.636420 + Penalty 2636.279125 = -273091.357295
  nChanged 93
		SP:Iteration 9Q (8896.650000 sec): 3 clusters
  Score: Raw -275785.309677 + Penalty 2636.279125 = -273149.030551
  nChanged 72
		SP:Iteration 10Q (8896.850000 sec): 3 clusters
  Score: Raw -275825.387331 + Penalty 2636.279125 = -273189.108206
  nChanged 67
		SP:Iteration 11Q (8897.050000 sec): 3 clusters
  Score: Raw -275859.937190 + Penalty 2636.279125 = -273223.658065
  nChanged 46
		SP:Iteration 12Q (8897.190000 sec): 3 clusters
  Score: Raw -275886.714558 + Penalty 2636.279125 = -273250.435432
  nChanged 41
		SP:Iteration 13Q (8897.330000 sec): 3 clusters
  Score: Raw -275907.105330 + Penalty 2636.279125 = -273270.826205
  nChanged 31
		SP:Iteration 14Q (8897.530000 sec): 3 clusters
  Score: Raw -275921.390969 + Penalty 2636.279125 = -273285.111843
  nChanged 23
		SP:Iteration 15Q (8897.720000 sec): 3 clusters
  Score: Raw -275936.192265 + Penalty 2636.279125 = -273299.913140
  nChanged 19
		SP:Iteration 16Q (8898.000000 sec): 3 clusters
  Score: Raw -275945.960334 + Penalty 2636.279125 = -273309.681209
  nChanged 16
		SP:Iteration 17Q (8898.180000 sec): 3 clusters
  Score: Raw -275951.104876 + Penalty 2636.279125 = -273314.825751
  nChanged 6
		SP:Iteration 18Q (8898.340000 sec): 3 clusters
  Score: Raw -275953.109200 + Penalty 2636.279125 = -273316.830075
  nChanged 4
		SP:Iteration 19Q (8898.520000 sec): 3 clusters
  Score: Raw -275954.501169 + Penalty 2636.279125 = -273318.222044
  nChanged 6
		SP:Iteration 20F (8898.750000 sec): 3 clusters
  Score: Raw -275956.552789 + Penalty 2636.279125 = -273320.273663
  nChanged 5
		SP:Iteration 21Q (8898.940000 sec): 3 clusters
  Score: Raw -275957.923059 + Penalty 2636.279125 = -273321.643933
  nChanged 2
		SP:Iteration 22Q (8899.100000 sec): 3 clusters
  Score: Raw -275958.301131 + Penalty 2636.279125 = -273322.022006
  nChanged 0
		SP:Iteration 23F (8899.270000 sec): 3 clusters
  Score: Raw -275958.301131 + Penalty 2636.279125 = -273322.022006
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 62 (345 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8899.370000 sec): 2 clusters
  Score: Raw -25865.910149 + Penalty 949.575968 = -24916.334181
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8899.500000 sec): 3 clusters
  Score: Raw -25932.099246 + Penalty 1899.151936 = -24032.947311
  nChanged 71
		SP:Iteration 1F (8899.650000 sec): 3 clusters
  Score: Raw -26069.444213 + Penalty 1899.151936 = -24170.292277
  nChanged 25
		SP:Iteration 2F (8899.810000 sec): 3 clusters
  Score: Raw -26149.434216 + Penalty 1899.151936 = -24250.282281
  nChanged 10
		SP:Iteration 3Q (8899.990000 sec): 3 clusters
  Score: Raw -26175.231861 + Penalty 1899.151936 = -24276.079926
  nChanged 5
		SP:Iteration 4Q (8900.160000 sec): 3 clusters
  Score: Raw -26193.628984 + Penalty 1899.151936 = -24294.477049
  nChanged 2
		SP:Iteration 5Q (8900.300000 sec): 3 clusters
  Score: Raw -26196.299468 + Penalty 1899.151936 = -24297.147533
  nChanged 1
		SP:Iteration 6Q (8900.450000 sec): 3 clusters
  Score: Raw -26198.462170 + Penalty 1899.151936 = -24299.310234
  nChanged 0
		SP:Iteration 7F (8900.550000 sec): 3 clusters
  Score: Raw -26198.462170 + Penalty 1899.151936 = -24299.310234
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 63 (7051 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8900.680000 sec): 2 clusters
  Score: Raw -684776.649555 + Penalty 1439.900269 = -683336.749287
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8900.820000 sec): 3 clusters
  Score: Raw -680940.889062 + Penalty 2879.800537 = -678061.088524
  nChanged 2934
		SP:Iteration 1F (8901.050000 sec): 3 clusters
  Score: Raw -682552.914628 + Penalty 2879.800537 = -679673.114091
  nChanged 451
		SP:Iteration 2F (8901.230000 sec): 3 clusters
  Score: Raw -682744.821007 + Penalty 2879.800537 = -679865.020470
  nChanged 352
		SP:Iteration 3Q (8901.450000 sec): 3 clusters
  Score: Raw -682895.053376 + Penalty 2879.800537 = -680015.252839
  nChanged 282
		SP:Iteration 4Q (8901.660000 sec): 3 clusters
  Score: Raw -683017.136100 + Penalty 2879.800537 = -680137.335563
  nChanged 244
		SP:Iteration 5Q (8901.890000 sec): 3 clusters
  Score: Raw -683119.995179 + Penalty 2879.800537 = -680240.194642
  nChanged 230
		SP:Iteration 6Q (8902.130000 sec): 3 clusters
  Score: Raw -683221.367388 + Penalty 2879.800537 = -680341.566851
  nChanged 202
		SP:Iteration 7Q (8902.350000 sec): 3 clusters
  Score: Raw -683316.922968 + Penalty 2879.800537 = -680437.122431
  nChanged 218
		SP:Iteration 8Q (8902.580000 sec): 3 clusters
  Score: Raw -683396.863801 + Penalty 2879.800537 = -680517.063264
  nChanged 196
		SP:Iteration 9Q (8902.790000 sec): 3 clusters
  Score: Raw -683474.163726 + Penalty 2879.800537 = -680594.363189
  nChanged 181
		SP:Iteration 10Q (8902.990000 sec): 3 clusters
  Score: Raw -683542.573017 + Penalty 2879.800537 = -680662.772480
  nChanged 163
		SP:Iteration 11Q (8903.260000 sec): 3 clusters
  Score: Raw -683600.349155 + Penalty 2879.800537 = -680720.548618
  nChanged 166
		SP:Iteration 12Q (8903.480000 sec): 3 clusters
  Score: Raw -683669.368776 + Penalty 2879.800537 = -680789.568239
  nChanged 169
		SP:Iteration 13Q (8903.650000 sec): 3 clusters
  Score: Raw -683740.514550 + Penalty 2879.800537 = -680860.714013
  nChanged 188
		SP:Iteration 14Q (8903.910000 sec): 3 clusters
  Score: Raw -683824.079888 + Penalty 2879.800537 = -680944.279350
  nChanged 201
		SP:Iteration 15Q (8904.140000 sec): 3 clusters
  Score: Raw -683929.855342 + Penalty 2879.800537 = -681050.054805
  nChanged 224
		SP:Iteration 16Q (8904.350000 sec): 3 clusters
  Score: Raw -684073.974655 + Penalty 2879.800537 = -681194.174118
  nChanged 238
		SP:Iteration 17Q (8904.580000 sec): 3 clusters
  Score: Raw -684233.536040 + Penalty 2879.800537 = -681353.735503
  nChanged 222
		SP:Iteration 18Q (8904.770000 sec): 3 clusters
  Score: Raw -684397.041730 + Penalty 2879.800537 = -681517.241193
  nChanged 193
		SP:Iteration 19Q (8904.980000 sec): 3 clusters
  Score: Raw -684532.464469 + Penalty 2879.800537 = -681652.663932
  nChanged 173
		SP:Iteration 20F (8905.240000 sec): 3 clusters
  Score: Raw -684666.995043 + Penalty 2879.800537 = -681787.194506
  nChanged 147
		SP:Iteration 21Q (8905.430000 sec): 3 clusters
  Score: Raw -684781.101675 + Penalty 2879.800537 = -681901.301138
  nChanged 118
		SP:Iteration 22Q (8905.610000 sec): 3 clusters
  Score: Raw -684868.007694 + Penalty 2879.800537 = -681988.207156
  nChanged 91
		SP:Iteration 23Q (8905.820000 sec): 3 clusters
  Score: Raw -684926.008108 + Penalty 2879.800537 = -682046.207571
  nChanged 60
		SP:Iteration 24Q (8906.000000 sec): 3 clusters
  Score: Raw -684962.588769 + Penalty 2879.800537 = -682082.788232
  nChanged 52
		SP:Iteration 25Q (8906.190000 sec): 3 clusters
  Score: Raw -684991.442052 + Penalty 2879.800537 = -682111.641515
  nChanged 39
		SP:Iteration 26Q (8906.390000 sec): 3 clusters
  Score: Raw -685011.641164 + Penalty 2879.800537 = -682131.840627
  nChanged 47
		SP:Iteration 27Q (8906.580000 sec): 3 clusters
  Score: Raw -685043.744113 + Penalty 2879.800537 = -682163.943575
  nChanged 39
		SP:Iteration 28Q (8906.800000 sec): 3 clusters
  Score: Raw -685069.692494 + Penalty 2879.800537 = -682189.891957
  nChanged 40
		SP:Iteration 29Q (8907.010000 sec): 3 clusters
  Score: Raw -685093.669157 + Penalty 2879.800537 = -682213.868620
  nChanged 25
		SP:Iteration 30Q (8907.200000 sec): 3 clusters
  Score: Raw -685108.162282 + Penalty 2879.800537 = -682228.361745
  nChanged 24
		SP:Iteration 31Q (8907.410000 sec): 3 clusters
  Score: Raw -685123.197277 + Penalty 2879.800537 = -682243.396739
  nChanged 26
		SP:Iteration 32Q (8907.690000 sec): 3 clusters
  Score: Raw -685139.065555 + Penalty 2879.800537 = -682259.265018
  nChanged 19
		SP:Iteration 33Q (8907.860000 sec): 3 clusters
  Score: Raw -685152.168246 + Penalty 2879.800537 = -682272.367709
  nChanged 15
		SP:Iteration 34Q (8908.070000 sec): 3 clusters
  Score: Raw -685163.140011 + Penalty 2879.800537 = -682283.339474
  nChanged 15
		SP:Iteration 35Q (8908.300000 sec): 3 clusters
  Score: Raw -685170.111856 + Penalty 2879.800537 = -682290.311319
  nChanged 12
		SP:Iteration 36Q (8908.510000 sec): 3 clusters
  Score: Raw -685174.838430 + Penalty 2879.800537 = -682295.037893
  nChanged 9
		SP:Iteration 37Q (8908.760000 sec): 3 clusters
  Score: Raw -685178.686116 + Penalty 2879.800537 = -682298.885579
  nChanged 8
		SP:Iteration 38Q (8908.990000 sec): 3 clusters
  Score: Raw -685184.569099 + Penalty 2879.800537 = -682304.768562
  nChanged 12
		SP:Iteration 39Q (8909.170000 sec): 3 clusters
  Score: Raw -685191.250179 + Penalty 2879.800537 = -682311.449642
  nChanged 7
		SP:Iteration 40F (8909.400000 sec): 3 clusters
  Score: Raw -685194.129290 + Penalty 2879.800537 = -682314.328753
  nChanged 8
		SP:Iteration 41Q (8909.590000 sec): 3 clusters
  Score: Raw -685198.813257 + Penalty 2879.800537 = -682319.012720
  nChanged 5
		SP:Iteration 42Q (8909.820000 sec): 3 clusters
  Score: Raw -685200.549940 + Penalty 2879.800537 = -682320.749402
  nChanged 1
		SP:Iteration 43Q (8910.020000 sec): 3 clusters
  Score: Raw -685201.309685 + Penalty 2879.800537 = -682321.509148
  nChanged 2
		SP:Iteration 44Q (8910.200000 sec): 3 clusters
  Score: Raw -685202.041766 + Penalty 2879.800537 = -682322.241228
  nChanged 2
		SP:Iteration 45Q (8910.400000 sec): 3 clusters
  Score: Raw -685203.195431 + Penalty 2879.800537 = -682323.394893
  nChanged 3
		SP:Iteration 46Q (8910.590000 sec): 3 clusters
  Score: Raw -685204.949542 + Penalty 2879.800537 = -682325.149005
  nChanged 1
		SP:Iteration 47Q (8910.760000 sec): 3 clusters
  Score: Raw -685205.423852 + Penalty 2879.800537 = -682325.623315
  nChanged 1
		SP:Iteration 48Q (8910.980000 sec): 3 clusters
  Score: Raw -685205.938430 + Penalty 2879.800537 = -682326.137893
  nChanged 1
		SP:Iteration 49Q (8911.230000 sec): 3 clusters
  Score: Raw -685206.400760 + Penalty 2879.800537 = -682326.600223
  nChanged 0
		SP:Iteration 50F (8911.400000 sec): 3 clusters
  Score: Raw -685206.400760 + Penalty 2879.800537 = -682326.600223
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 64 (3617 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8911.510000 sec): 2 clusters
  Score: Raw -292083.342984 + Penalty 1331.427538 = -290751.915446
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8911.680000 sec): 3 clusters
  Score: Raw -290278.464623 + Penalty 2662.855075 = -287615.609548
  nChanged 1452
		SP:Iteration 1F (8911.870000 sec): 3 clusters
  Score: Raw -291193.452271 + Penalty 2662.855075 = -288530.597196
  nChanged 294
		SP:Iteration 2F (8912.020000 sec): 3 clusters
  Score: Raw -291424.205852 + Penalty 2662.855075 = -288761.350777
  nChanged 235
		SP:Iteration 3F (8912.220000 sec): 3 clusters
  Score: Raw -291622.402034 + Penalty 2662.855075 = -288959.546959
  nChanged 206
		SP:Iteration 4F (8912.380000 sec): 3 clusters
  Score: Raw -291807.261575 + Penalty 2662.855075 = -289144.406499
  nChanged 173
		SP:Iteration 5Q (8912.590000 sec): 3 clusters
  Score: Raw -291955.374808 + Penalty 2662.855075 = -289292.519733
  nChanged 147
		SP:Iteration 6Q (8912.780000 sec): 3 clusters
  Score: Raw -292093.264686 + Penalty 2662.855075 = -289430.409611
  nChanged 165
		SP:Iteration 7Q (8912.950000 sec): 3 clusters
  Score: Raw -292235.216064 + Penalty 2662.855075 = -289572.360989
  nChanged 144
		SP:Iteration 8Q (8913.130000 sec): 3 clusters
  Score: Raw -292392.665747 + Penalty 2662.855075 = -289729.810672
  nChanged 131
		SP:Iteration 9Q (8913.270000 sec): 3 clusters
  Score: Raw -292526.653598 + Penalty 2662.855075 = -289863.798523
  nChanged 136
		SP:Iteration 10Q (8913.460000 sec): 3 clusters
  Score: Raw -292658.424530 + Penalty 2662.855075 = -289995.569454
  nChanged 114
		SP:Iteration 11Q (8913.610000 sec): 3 clusters
  Score: Raw -292747.053513 + Penalty 2662.855075 = -290084.198437
  nChanged 86
		SP:Iteration 12Q (8913.800000 sec): 3 clusters
  Score: Raw -292833.029612 + Penalty 2662.855075 = -290170.174536
  nChanged 76
		SP:Iteration 13Q (8914.000000 sec): 3 clusters
  Score: Raw -292905.374620 + Penalty 2662.855075 = -290242.519545
  nChanged 69
		SP:Iteration 14Q (8914.180000 sec): 3 clusters
  Score: Raw -292961.967160 + Penalty 2662.855075 = -290299.112085
  nChanged 58
		SP:Iteration 15Q (8914.360000 sec): 3 clusters
  Score: Raw -293003.598084 + Penalty 2662.855075 = -290340.743008
  nChanged 54
		SP:Iteration 16Q (8914.550000 sec): 3 clusters
  Score: Raw -293043.179338 + Penalty 2662.855075 = -290380.324262
  nChanged 40
		SP:Iteration 17Q (8914.720000 sec): 3 clusters
  Score: Raw -293082.519769 + Penalty 2662.855075 = -290419.664693
  nChanged 35
		SP:Iteration 18Q (8914.930000 sec): 3 clusters
  Score: Raw -293116.108013 + Penalty 2662.855075 = -290453.252938
  nChanged 34
		SP:Iteration 19Q (8915.060000 sec): 3 clusters
  Score: Raw -293142.967077 + Penalty 2662.855075 = -290480.112002
  nChanged 35
		SP:Iteration 20F (8915.290000 sec): 3 clusters
  Score: Raw -293164.190224 + Penalty 2662.855075 = -290501.335149
  nChanged 21
		SP:Iteration 21Q (8915.540000 sec): 3 clusters
  Score: Raw -293175.172987 + Penalty 2662.855075 = -290512.317911
  nChanged 18
		SP:Iteration 22Q (8915.720000 sec): 3 clusters
  Score: Raw -293186.218831 + Penalty 2662.855075 = -290523.363756
  nChanged 15
		SP:Iteration 23Q (8915.910000 sec): 3 clusters
  Score: Raw -293190.694915 + Penalty 2662.855075 = -290527.839840
  nChanged 4
		SP:Iteration 24Q (8916.100000 sec): 3 clusters
  Score: Raw -293191.823847 + Penalty 2662.855075 = -290528.968772
  nChanged 2
		SP:Iteration 25Q (8916.280000 sec): 3 clusters
  Score: Raw -293192.942369 + Penalty 2662.855075 = -290530.087294
  nChanged 1
		SP:Iteration 26Q (8916.500000 sec): 3 clusters
  Score: Raw -293193.218678 + Penalty 2662.855075 = -290530.363603
  nChanged 2
		SP:Iteration 27Q (8916.700000 sec): 3 clusters
  Score: Raw -293194.085826 + Penalty 2662.855075 = -290531.230751
  nChanged 2
		SP:Iteration 28Q (8916.910000 sec): 3 clusters
  Score: Raw -293194.644743 + Penalty 2662.855075 = -290531.789667
  nChanged 0
		SP:Iteration 29F (8917.060000 sec): 3 clusters
  Score: Raw -293194.644743 + Penalty 2662.855075 = -290531.789667
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 65 (3828 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8917.180000 sec): 2 clusters
  Score: Raw -321517.317990 + Penalty 1340.640885 = -320176.677105
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8917.360000 sec): 3 clusters
  Score: Raw -319661.959656 + Penalty 2681.281770 = -316980.677886
  nChanged 1495
		SP:Iteration 1F (8917.540000 sec): 3 clusters
  Score: Raw -320546.031536 + Penalty 2681.281770 = -317864.749767
  nChanged 304
		SP:Iteration 2F (8917.720000 sec): 3 clusters
  Score: Raw -320744.268029 + Penalty 2681.281770 = -318062.986259
  nChanged 254
		SP:Iteration 3F (8917.920000 sec): 3 clusters
  Score: Raw -320932.810892 + Penalty 2681.281770 = -318251.529122
  nChanged 236
		SP:Iteration 4F (8918.110000 sec): 3 clusters
  Score: Raw -321154.600542 + Penalty 2681.281770 = -318473.318773
  nChanged 235
		SP:Iteration 5F (8918.300000 sec): 3 clusters
  Score: Raw -321359.750252 + Penalty 2681.281770 = -318678.468483
  nChanged 201
		SP:Iteration 6F (8918.460000 sec): 3 clusters
  Score: Raw -321515.022437 + Penalty 2681.281770 = -318833.740668
  nChanged 162
		SP:Iteration 7Q (8918.660000 sec): 3 clusters
  Score: Raw -321618.159876 + Penalty 2681.281770 = -318936.878107
  nChanged 103
		SP:Iteration 8Q (8918.900000 sec): 3 clusters
  Score: Raw -321683.304548 + Penalty 2681.281770 = -319002.022779
  nChanged 85
		SP:Iteration 9Q (8919.050000 sec): 3 clusters
  Score: Raw -321730.317094 + Penalty 2681.281770 = -319049.035324
  nChanged 80
		SP:Iteration 10Q (8919.280000 sec): 3 clusters
  Score: Raw -321775.097129 + Penalty 2681.281770 = -319093.815359
  nChanged 82
		SP:Iteration 11Q (8919.440000 sec): 3 clusters
  Score: Raw -321817.934562 + Penalty 2681.281770 = -319136.652792
  nChanged 60
		SP:Iteration 12Q (8919.630000 sec): 3 clusters
  Score: Raw -321848.208125 + Penalty 2681.281770 = -319166.926356
  nChanged 50
		SP:Iteration 13Q (8919.820000 sec): 3 clusters
  Score: Raw -321876.502116 + Penalty 2681.281770 = -319195.220347
  nChanged 46
		SP:Iteration 14Q (8920.030000 sec): 3 clusters
  Score: Raw -321899.459690 + Penalty 2681.281770 = -319218.177920
  nChanged 36
		SP:Iteration 15Q (8920.230000 sec): 3 clusters
  Score: Raw -321914.163485 + Penalty 2681.281770 = -319232.881716
  nChanged 34
		SP:Iteration 16Q (8920.430000 sec): 3 clusters
  Score: Raw -321926.144582 + Penalty 2681.281770 = -319244.862812
  nChanged 21
		SP:Iteration 17Q (8920.670000 sec): 3 clusters
  Score: Raw -321934.202577 + Penalty 2681.281770 = -319252.920807
  nChanged 19
		SP:Iteration 18Q (8920.830000 sec): 3 clusters
  Score: Raw -321941.860968 + Penalty 2681.281770 = -319260.579198
  nChanged 17
		SP:Iteration 19Q (8921.040000 sec): 3 clusters
  Score: Raw -321947.472158 + Penalty 2681.281770 = -319266.190389
  nChanged 12
		SP:Iteration 20F (8921.260000 sec): 3 clusters
  Score: Raw -321950.730342 + Penalty 2681.281770 = -319269.448573
  nChanged 6
		SP:Iteration 21Q (8921.460000 sec): 3 clusters
  Score: Raw -321952.719036 + Penalty 2681.281770 = -319271.437266
  nChanged 8
		SP:Iteration 22Q (8921.660000 sec): 3 clusters
  Score: Raw -321955.429163 + Penalty 2681.281770 = -319274.147393
  nChanged 4
		SP:Iteration 23Q (8921.800000 sec): 3 clusters
  Score: Raw -321957.451359 + Penalty 2681.281770 = -319276.169590
  nChanged 5
		SP:Iteration 24Q (8921.960000 sec): 3 clusters
  Score: Raw -321959.628977 + Penalty 2681.281770 = -319278.347208
  nChanged 6
		SP:Iteration 25Q (8922.140000 sec): 3 clusters
  Score: Raw -321961.700158 + Penalty 2681.281770 = -319280.418389
  nChanged 6
		SP:Iteration 26Q (8922.300000 sec): 3 clusters
  Score: Raw -321963.589988 + Penalty 2681.281770 = -319282.308218
  nChanged 6
		SP:Iteration 27Q (8922.480000 sec): 3 clusters
  Score: Raw -321966.211417 + Penalty 2681.281770 = -319284.929647
  nChanged 5
		SP:Iteration 28Q (8922.670000 sec): 3 clusters
  Score: Raw -321968.413939 + Penalty 2681.281770 = -319287.132169
  nChanged 8
		SP:Iteration 29Q (8922.860000 sec): 3 clusters
  Score: Raw -321970.800307 + Penalty 2681.281770 = -319289.518538
  nChanged 9
		SP:Iteration 30Q (8923.020000 sec): 3 clusters
  Score: Raw -321973.850351 + Penalty 2681.281770 = -319292.568582
  nChanged 10
		SP:Iteration 31Q (8923.200000 sec): 3 clusters
  Score: Raw -321976.593759 + Penalty 2681.281770 = -319295.311990
  nChanged 4
		SP:Iteration 32Q (8923.330000 sec): 3 clusters
  Score: Raw -321977.539113 + Penalty 2681.281770 = -319296.257343
  nChanged 6
		SP:Iteration 33Q (8923.500000 sec): 3 clusters
  Score: Raw -321978.999351 + Penalty 2681.281770 = -319297.717581
  nChanged 4
		SP:Iteration 34Q (8923.660000 sec): 3 clusters
  Score: Raw -321980.468029 + Penalty 2681.281770 = -319299.186259
  nChanged 4
		SP:Iteration 35Q (8923.780000 sec): 3 clusters
  Score: Raw -321982.029041 + Penalty 2681.281770 = -319300.747272
  nChanged 5
		SP:Iteration 36Q (8923.960000 sec): 3 clusters
  Score: Raw -321984.219153 + Penalty 2681.281770 = -319302.937383
  nChanged 4
		SP:Iteration 37Q (8924.130000 sec): 3 clusters
  Score: Raw -321985.219250 + Penalty 2681.281770 = -319303.937481
  nChanged 1
		SP:Iteration 38Q (8924.270000 sec): 3 clusters
  Score: Raw -321985.594248 + Penalty 2681.281770 = -319304.312479
  nChanged 0
		SP:Iteration 39F (8924.440000 sec): 3 clusters
  Score: Raw -321985.594248 + Penalty 2681.281770 = -319304.312479
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 66 (2143 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8924.550000 sec): 2 clusters
  Score: Raw -186194.550428 + Penalty 1246.368824 = -184948.181604
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8924.680000 sec): 3 clusters
  Score: Raw -185257.184395 + Penalty 2492.737649 = -182764.446747
  nChanged 774
		SP:Iteration 1F (8924.830000 sec): 3 clusters
  Score: Raw -185754.788021 + Penalty 2492.737649 = -183262.050372
  nChanged 178
		SP:Iteration 2F (8924.980000 sec): 3 clusters
  Score: Raw -185873.640433 + Penalty 2492.737649 = -183380.902784
  nChanged 97
		SP:Iteration 3Q (8925.170000 sec): 3 clusters
  Score: Raw -185953.997763 + Penalty 2492.737649 = -183461.260114
  nChanged 91
		SP:Iteration 4Q (8925.320000 sec): 3 clusters
  Score: Raw -186032.996287 + Penalty 2492.737649 = -183540.258639
  nChanged 78
		SP:Iteration 5Q (8925.490000 sec): 3 clusters
  Score: Raw -186081.450319 + Penalty 2492.737649 = -183588.712670
  nChanged 54
		SP:Iteration 6Q (8925.650000 sec): 3 clusters
  Score: Raw -186117.293539 + Penalty 2492.737649 = -183624.555891
  nChanged 68
		SP:Iteration 7Q (8925.800000 sec): 3 clusters
  Score: Raw -186162.727254 + Penalty 2492.737649 = -183669.989605
  nChanged 65
		SP:Iteration 8Q (8925.940000 sec): 3 clusters
  Score: Raw -186212.327767 + Penalty 2492.737649 = -183719.590118
  nChanged 77
		SP:Iteration 9Q (8926.150000 sec): 3 clusters
  Score: Raw -186271.251312 + Penalty 2492.737649 = -183778.513663
  nChanged 70
		SP:Iteration 10Q (8926.360000 sec): 3 clusters
  Score: Raw -186331.504105 + Penalty 2492.737649 = -183838.766456
  nChanged 67
		SP:Iteration 11Q (8926.500000 sec): 3 clusters
  Score: Raw -186387.193576 + Penalty 2492.737649 = -183894.455927
  nChanged 82
		SP:Iteration 12Q (8926.680000 sec): 3 clusters
  Score: Raw -186457.457702 + Penalty 2492.737649 = -183964.720053
  nChanged 73
		SP:Iteration 13Q (8926.910000 sec): 3 clusters
  Score: Raw -186527.874380 + Penalty 2492.737649 = -184035.136732
  nChanged 52
		SP:Iteration 14Q (8927.110000 sec): 3 clusters
  Score: Raw -186576.992922 + Penalty 2492.737649 = -184084.255273
  nChanged 54
		SP:Iteration 15Q (8927.280000 sec): 3 clusters
  Score: Raw -186618.683592 + Penalty 2492.737649 = -184125.945944
  nChanged 39
		SP:Iteration 16Q (8927.490000 sec): 3 clusters
  Score: Raw -186642.157214 + Penalty 2492.737649 = -184149.419565
  nChanged 22
		SP:Iteration 17Q (8927.670000 sec): 3 clusters
  Score: Raw -186660.353498 + Penalty 2492.737649 = -184167.615849
  nChanged 20
		SP:Iteration 18Q (8927.870000 sec): 3 clusters
  Score: Raw -186674.786019 + Penalty 2492.737649 = -184182.048371
  nChanged 22
		SP:Iteration 19Q (8928.070000 sec): 3 clusters
  Score: Raw -186695.807695 + Penalty 2492.737649 = -184203.070046
  nChanged 35
		SP:Iteration 20F (8928.290000 sec): 3 clusters
  Score: Raw -186724.608520 + Penalty 2492.737649 = -184231.870871
  nChanged 26
		SP:Iteration 21Q (8928.480000 sec): 3 clusters
  Score: Raw -186743.303904 + Penalty 2492.737649 = -184250.566255
  nChanged 22
		SP:Iteration 22Q (8928.670000 sec): 3 clusters
  Score: Raw -186764.512043 + Penalty 2492.737649 = -184271.774395
  nChanged 32
		SP:Iteration 23Q (8928.850000 sec): 3 clusters
  Score: Raw -186790.625739 + Penalty 2492.737649 = -184297.888090
  nChanged 18
		SP:Iteration 24Q (8929.040000 sec): 3 clusters
  Score: Raw -186805.274122 + Penalty 2492.737649 = -184312.536473
  nChanged 17
		SP:Iteration 25Q (8929.240000 sec): 3 clusters
  Score: Raw -186816.027367 + Penalty 2492.737649 = -184323.289718
  nChanged 16
		SP:Iteration 26Q (8929.450000 sec): 3 clusters
  Score: Raw -186826.976888 + Penalty 2492.737649 = -184334.239239
  nChanged 16
		SP:Iteration 27Q (8929.590000 sec): 3 clusters
  Score: Raw -186837.581362 + Penalty 2492.737649 = -184344.843714
  nChanged 13
		SP:Iteration 28Q (8929.790000 sec): 3 clusters
  Score: Raw -186846.390703 + Penalty 2492.737649 = -184353.653054
  nChanged 9
		SP:Iteration 29Q (8929.990000 sec): 3 clusters
  Score: Raw -186851.255158 + Penalty 2492.737649 = -184358.517510
  nChanged 8
		SP:Iteration 30Q (8930.150000 sec): 3 clusters
  Score: Raw -186855.240101 + Penalty 2492.737649 = -184362.502452
  nChanged 6
		SP:Iteration 31Q (8930.330000 sec): 3 clusters
  Score: Raw -186858.909799 + Penalty 2492.737649 = -184366.172151
  nChanged 4
		SP:Iteration 32Q (8930.490000 sec): 3 clusters
  Score: Raw -186860.644145 + Penalty 2492.737649 = -184367.906496
  nChanged 6
		SP:Iteration 33Q (8930.650000 sec): 3 clusters
  Score: Raw -186863.059275 + Penalty 2492.737649 = -184370.321627
  nChanged 2
		SP:Iteration 34Q (8930.820000 sec): 3 clusters
  Score: Raw -186864.624881 + Penalty 2492.737649 = -184371.887232
  nChanged 3
		SP:Iteration 35Q (8931.010000 sec): 3 clusters
  Score: Raw -186866.544476 + Penalty 2492.737649 = -184373.806828
  nChanged 3
		SP:Iteration 36Q (8931.190000 sec): 3 clusters
  Score: Raw -186868.526582 + Penalty 2492.737649 = -184375.788934
  nChanged 2
		SP:Iteration 37Q (8931.350000 sec): 3 clusters
  Score: Raw -186870.703939 + Penalty 2492.737649 = -184377.966291
  nChanged 4
		SP:Iteration 38Q (8931.560000 sec): 3 clusters
  Score: Raw -186874.795677 + Penalty 2492.737649 = -184382.058029
  nChanged 7
		SP:Iteration 39Q (8931.720000 sec): 3 clusters
  Score: Raw -186879.329611 + Penalty 2492.737649 = -184386.591963
  nChanged 3
		SP:Iteration 40F (8931.870000 sec): 3 clusters
  Score: Raw -186881.003401 + Penalty 2492.737649 = -184388.265753
  nChanged 4
		SP:Iteration 41Q (8932.020000 sec): 3 clusters
  Score: Raw -186882.861515 + Penalty 2492.737649 = -184390.123867
  nChanged 2
		SP:Iteration 42Q (8932.170000 sec): 3 clusters
  Score: Raw -186883.474060 + Penalty 2492.737649 = -184390.736411
  nChanged 0
		SP:Iteration 43F (8932.350000 sec): 3 clusters
  Score: Raw -186883.474060 + Penalty 2492.737649 = -184390.736411
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 67 (108357 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8932.910000 sec): 2 clusters
  Score: Raw -9777534.528617 + Penalty 1883.892824 = -9775650.635792
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8933.640000 sec): 3 clusters
  Score: Raw -9706738.311797 + Penalty 3767.785648 = -9702970.526148
  nChanged 52040
		SP:Iteration 1F (8934.420000 sec): 3 clusters
  Score: Raw -9740118.477741 + Penalty 3767.785648 = -9736350.692092
  nChanged 6943
		SP:Iteration 2F (8935.370000 sec): 3 clusters
  Score: Raw -9743899.702414 + Penalty 3767.785648 = -9740131.916766
  nChanged 7904
		SP:Iteration 3F (8936.250000 sec): 3 clusters
  Score: Raw -9748473.214897 + Penalty 3767.785648 = -9744705.429249
  nChanged 7595
		SP:Iteration 4F (8937.060000 sec): 3 clusters
  Score: Raw -9752701.757400 + Penalty 3767.785648 = -9748933.971752
  nChanged 6613
		SP:Iteration 5F (8937.850000 sec): 3 clusters
  Score: Raw -9755815.390865 + Penalty 3767.785648 = -9752047.605216
  nChanged 5048
		SP:Iteration 6Q (8938.710000 sec): 3 clusters
  Score: Raw -9757790.390894 + Penalty 3767.785648 = -9754022.605245
  nChanged 3864
		SP:Iteration 7Q (8939.530000 sec): 3 clusters
  Score: Raw -9759187.762498 + Penalty 3767.785648 = -9755419.976850
  nChanged 3328
		SP:Iteration 8Q (8940.290000 sec): 3 clusters
  Score: Raw -9760457.491219 + Penalty 3767.785648 = -9756689.705571
  nChanged 3292
		SP:Iteration 9Q (8941.010000 sec): 3 clusters
  Score: Raw -9761890.070600 + Penalty 3767.785648 = -9758122.284952
  nChanged 3580
		SP:Iteration 10Q (8941.860000 sec): 3 clusters
  Score: Raw -9763704.223370 + Penalty 3767.785648 = -9759936.437721
  nChanged 3959
		SP:Iteration 11Q (8942.700000 sec): 3 clusters
  Score: Raw -9766214.387424 + Penalty 3767.785648 = -9762446.601776
  nChanged 4169
		SP:Iteration 12Q (8943.480000 sec): 3 clusters
  Score: Raw -9769354.134653 + Penalty 3767.785648 = -9765586.349005
  nChanged 3741
		SP:Iteration 13Q (8944.370000 sec): 3 clusters
  Score: Raw -9772530.416442 + Penalty 3767.785648 = -9768762.630793
  nChanged 2833
		SP:Iteration 14Q (8945.160000 sec): 3 clusters
  Score: Raw -9775122.770154 + Penalty 3767.785648 = -9771354.984506
  nChanged 1643
		SP:Iteration 15Q (8946.060000 sec): 3 clusters
  Score: Raw -9776612.532955 + Penalty 3767.785648 = -9772844.747306
  nChanged 724
		SP:Iteration 16Q (8946.760000 sec): 3 clusters
  Score: Raw -9777227.175892 + Penalty 3767.785648 = -9773459.390244
  nChanged 287
		SP:Iteration 17Q (8947.480000 sec): 3 clusters
  Score: Raw -9777468.469238 + Penalty 3767.785648 = -9773700.683590
  nChanged 135
		SP:Iteration 18Q (8948.220000 sec): 3 clusters
  Score: Raw -9777594.012606 + Penalty 3767.785648 = -9773826.226958
  nChanged 92
		SP:Iteration 19Q (8948.880000 sec): 3 clusters
  Score: Raw -9777685.618738 + Penalty 3767.785648 = -9773917.833089
  nChanged 50
		SP:Iteration 20F (8949.580000 sec): 3 clusters
  Score: Raw -9777731.209005 + Penalty 3767.785648 = -9773963.423356
  nChanged 33
		SP:Iteration 21Q (8950.240000 sec): 3 clusters
  Score: Raw -9777764.724414 + Penalty 3767.785648 = -9773996.938766
  nChanged 20
		SP:Iteration 22Q (8950.930000 sec): 3 clusters
  Score: Raw -9777784.433906 + Penalty 3767.785648 = -9774016.648257
  nChanged 10
		SP:Iteration 23Q (8951.660000 sec): 3 clusters
  Score: Raw -9777793.784008 + Penalty 3767.785648 = -9774025.998360
  nChanged 12
		SP:Iteration 24Q (8952.440000 sec): 3 clusters
  Score: Raw -9777803.711891 + Penalty 3767.785648 = -9774035.926242
  nChanged 7
		SP:Iteration 25Q (8953.120000 sec): 3 clusters
  Score: Raw -9777809.075258 + Penalty 3767.785648 = -9774041.289610
  nChanged 8
		SP:Iteration 26Q (8953.850000 sec): 3 clusters
  Score: Raw -9777813.868283 + Penalty 3767.785648 = -9774046.082635
  nChanged 4
		SP:Iteration 27Q (8954.510000 sec): 3 clusters
  Score: Raw -9777816.974130 + Penalty 3767.785648 = -9774049.188482
  nChanged 2
		SP:Iteration 28Q (8955.180000 sec): 3 clusters
  Score: Raw -9777818.711514 + Penalty 3767.785648 = -9774050.925865
  nChanged 2
		SP:Iteration 29Q (8955.820000 sec): 3 clusters
  Score: Raw -9777820.606571 + Penalty 3767.785648 = -9774052.820923
  nChanged 3
		SP:Iteration 30Q (8956.550000 sec): 3 clusters
  Score: Raw -9777822.270023 + Penalty 3767.785648 = -9774054.484375
  nChanged 3
		SP:Iteration 31Q (8957.230000 sec): 3 clusters
  Score: Raw -9777825.134398 + Penalty 3767.785648 = -9774057.348749
  nChanged 4
		SP:Iteration 32Q (8957.920000 sec): 3 clusters
  Score: Raw -9777828.123231 + Penalty 3767.785648 = -9774060.337582
  nChanged 1
		SP:Iteration 33Q (8958.590000 sec): 3 clusters
  Score: Raw -9777828.699368 + Penalty 3767.785648 = -9774060.913720
  nChanged 0
		SP:Iteration 34F (8959.310000 sec): 3 clusters
  Score: Raw -9777828.699368 + Penalty 3767.785648 = -9774060.913720
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 68 (6700 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8959.470000 sec): 2 clusters
  Score: Raw -578329.754947 + Penalty 1431.602706 = -576898.152241
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8959.760000 sec): 3 clusters
  Score: Raw -574732.697249 + Penalty 2863.205412 = -571869.491838
  nChanged 2776
		SP:Iteration 1F (8959.960000 sec): 3 clusters
  Score: Raw -576432.827132 + Penalty 2863.205412 = -573569.621720
  nChanged 559
		SP:Iteration 2F (8960.170000 sec): 3 clusters
  Score: Raw -576828.401086 + Penalty 2863.205412 = -573965.195674
  nChanged 483
		SP:Iteration 3F (8960.410000 sec): 3 clusters
  Score: Raw -577244.041128 + Penalty 2863.205412 = -574380.835717
  nChanged 498
		SP:Iteration 4F (8960.630000 sec): 3 clusters
  Score: Raw -577719.578665 + Penalty 2863.205412 = -574856.373253
  nChanged 473
		SP:Iteration 5F (8960.840000 sec): 3 clusters
  Score: Raw -578211.421576 + Penalty 2863.205412 = -575348.216164
  nChanged 469
		SP:Iteration 6F (8961.110000 sec): 3 clusters
  Score: Raw -578692.674992 + Penalty 2863.205412 = -575829.469580
  nChanged 412
		SP:Iteration 7F (8961.360000 sec): 3 clusters
  Score: Raw -579157.227376 + Penalty 2863.205412 = -576294.021964
  nChanged 376
		SP:Iteration 8F (8961.580000 sec): 3 clusters
  Score: Raw -579661.431856 + Penalty 2863.205412 = -576798.226445
  nChanged 295
		SP:Iteration 9Q (8961.800000 sec): 3 clusters
  Score: Raw -580041.898479 + Penalty 2863.205412 = -577178.693067
  nChanged 209
		SP:Iteration 10Q (8962.000000 sec): 3 clusters
  Score: Raw -580264.387891 + Penalty 2863.205412 = -577401.182479
  nChanged 122
		SP:Iteration 11Q (8962.250000 sec): 3 clusters
  Score: Raw -580347.428189 + Penalty 2863.205412 = -577484.222777
  nChanged 60
		SP:Iteration 12Q (8962.450000 sec): 3 clusters
  Score: Raw -580395.709945 + Penalty 2863.205412 = -577532.504533
  nChanged 64
		SP:Iteration 13Q (8962.640000 sec): 3 clusters
  Score: Raw -580445.990574 + Penalty 2863.205412 = -577582.785162
  nChanged 45
		SP:Iteration 14Q (8962.880000 sec): 3 clusters
  Score: Raw -580483.807699 + Penalty 2863.205412 = -577620.602288
  nChanged 51
		SP:Iteration 15Q (8963.060000 sec): 3 clusters
  Score: Raw -580520.585403 + Penalty 2863.205412 = -577657.379991
  nChanged 57
		SP:Iteration 16Q (8963.250000 sec): 3 clusters
  Score: Raw -580562.336285 + Penalty 2863.205412 = -577699.130873
  nChanged 63
		SP:Iteration 17Q (8963.460000 sec): 3 clusters
  Score: Raw -580612.660651 + Penalty 2863.205412 = -577749.455239
  nChanged 65
		SP:Iteration 18Q (8963.650000 sec): 3 clusters
  Score: Raw -580670.223053 + Penalty 2863.205412 = -577807.017641
  nChanged 74
		SP:Iteration 19Q (8963.830000 sec): 3 clusters
  Score: Raw -580748.291206 + Penalty 2863.205412 = -577885.085794
  nChanged 80
		SP:Iteration 20F (8964.070000 sec): 3 clusters
  Score: Raw -580858.560077 + Penalty 2863.205412 = -577995.354665
  nChanged 74
		SP:Iteration 21Q (8964.340000 sec): 3 clusters
  Score: Raw -580967.637065 + Penalty 2863.205412 = -578104.431653
  nChanged 78
		SP:Iteration 22Q (8964.520000 sec): 3 clusters
  Score: Raw -581104.258397 + Penalty 2863.205412 = -578241.052986
  nChanged 79
		SP:Iteration 23Q (8964.720000 sec): 3 clusters
  Score: Raw -581247.224821 + Penalty 2863.205412 = -578384.019409
  nChanged 68
		SP:Iteration 24Q (8964.900000 sec): 3 clusters
  Score: Raw -581351.547157 + Penalty 2863.205412 = -578488.341745
  nChanged 42
		SP:Iteration 25Q (8965.070000 sec): 3 clusters
  Score: Raw -581391.755941 + Penalty 2863.205412 = -578528.550529
  nChanged 32
		SP:Iteration 26Q (8965.250000 sec): 3 clusters
  Score: Raw -581404.965977 + Penalty 2863.205412 = -578541.760565
  nChanged 16
		SP:Iteration 27Q (8965.420000 sec): 3 clusters
  Score: Raw -581409.822466 + Penalty 2863.205412 = -578546.617054
  nChanged 11
		SP:Iteration 28Q (8965.590000 sec): 3 clusters
  Score: Raw -581413.183480 + Penalty 2863.205412 = -578549.978068
  nChanged 10
		SP:Iteration 29Q (8965.790000 sec): 3 clusters
  Score: Raw -581415.193115 + Penalty 2863.205412 = -578551.987703
  nChanged 3
		SP:Iteration 30Q (8965.980000 sec): 3 clusters
  Score: Raw -581415.444844 + Penalty 2863.205412 = -578552.239433
  nChanged 1
		SP:Iteration 31Q (8966.130000 sec): 3 clusters
  Score: Raw -581415.730410 + Penalty 2863.205412 = -578552.524998
  nChanged 1
		SP:Iteration 32Q (8966.320000 sec): 3 clusters
  Score: Raw -581415.894174 + Penalty 2863.205412 = -578552.688762
  nChanged 0
		SP:Iteration 33F (8966.470000 sec): 3 clusters
  Score: Raw -581415.894174 + Penalty 2863.205412 = -578552.688762
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 99.
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 69 (1491 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8966.570000 sec): 2 clusters
  Score: Raw -130903.326475 + Penalty 1187.420376 = -129715.906099
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8966.750000 sec): 3 clusters
  Score: Raw -130309.253054 + Penalty 2374.840752 = -127934.412302
  nChanged 488
		SP:Iteration 1F (8966.920000 sec): 3 clusters
  Score: Raw -130634.534573 + Penalty 2374.840752 = -128259.693820
  nChanged 122
		SP:Iteration 2F (8967.100000 sec): 3 clusters
  Score: Raw -130732.021377 + Penalty 2374.840752 = -128357.180624
  nChanged 61
		SP:Iteration 3Q (8967.320000 sec): 3 clusters
  Score: Raw -130771.984494 + Penalty 2374.840752 = -128397.143742
  nChanged 40
		SP:Iteration 4Q (8967.440000 sec): 3 clusters
  Score: Raw -130805.811584 + Penalty 2374.840752 = -128430.970832
  nChanged 31
		SP:Iteration 5Q (8967.610000 sec): 3 clusters
  Score: Raw -130830.536057 + Penalty 2374.840752 = -128455.695305
  nChanged 27
		SP:Iteration 6Q (8967.760000 sec): 3 clusters
  Score: Raw -130848.431104 + Penalty 2374.840752 = -128473.590351
  nChanged 13
		SP:Iteration 7Q (8967.920000 sec): 3 clusters
  Score: Raw -130854.502064 + Penalty 2374.840752 = -128479.661312
  nChanged 11
		SP:Iteration 8Q (8968.120000 sec): 3 clusters
  Score: Raw -130860.539861 + Penalty 2374.840752 = -128485.699109
  nChanged 10
		SP:Iteration 9Q (8968.260000 sec): 3 clusters
  Score: Raw -130865.421977 + Penalty 2374.840752 = -128490.581224
  nChanged 6
		SP:Iteration 10Q (8968.380000 sec): 3 clusters
  Score: Raw -130868.692884 + Penalty 2374.840752 = -128493.852132
  nChanged 1
		SP:Iteration 11Q (8968.540000 sec): 3 clusters
  Score: Raw -130869.224197 + Penalty 2374.840752 = -128494.383444
  nChanged 2
		SP:Iteration 12Q (8968.730000 sec): 3 clusters
  Score: Raw -130869.876257 + Penalty 2374.840752 = -128495.035505
  nChanged 3
		SP:Iteration 13Q (8968.870000 sec): 3 clusters
  Score: Raw -130870.424081 + Penalty 2374.840752 = -128495.583329
  nChanged 1
		SP:Iteration 14Q (8969.010000 sec): 3 clusters
  Score: Raw -130870.934188 + Penalty 2374.840752 = -128496.093435
  nChanged 1
		SP:Iteration 15Q (8969.200000 sec): 3 clusters
  Score: Raw -130871.763352 + Penalty 2374.840752 = -128496.922600
  nChanged 0
		SP:Iteration 16F (8969.390000 sec): 3 clusters
  Score: Raw -130871.763352 + Penalty 2374.840752 = -128496.922600
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 70 (1314 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8969.510000 sec): 2 clusters
  Score: Raw -114892.303657 + Penalty 1166.885070 = -113725.418587
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8969.680000 sec): 3 clusters
  Score: Raw -114441.466481 + Penalty 2333.770140 = -112107.696342
  nChanged 401
		SP:Iteration 1F (8969.910000 sec): 3 clusters
  Score: Raw -114789.564233 + Penalty 2333.770140 = -112455.794093
  nChanged 110
		SP:Iteration 2F (8970.050000 sec): 3 clusters
  Score: Raw -114922.875048 + Penalty 2333.770140 = -112589.104908
  nChanged 69
		SP:Iteration 3F (8970.220000 sec): 3 clusters
  Score: Raw -115005.025548 + Penalty 2333.770140 = -112671.255409
  nChanged 56
		SP:Iteration 4Q (8970.400000 sec): 3 clusters
  Score: Raw -115073.058447 + Penalty 2333.770140 = -112739.288308
  nChanged 48
		SP:Iteration 5Q (8970.590000 sec): 3 clusters
  Score: Raw -115128.902788 + Penalty 2333.770140 = -112795.132648
  nChanged 36
		SP:Iteration 6Q (8970.820000 sec): 3 clusters
  Score: Raw -115169.968360 + Penalty 2333.770140 = -112836.198221
  nChanged 36
		SP:Iteration 7Q (8971.020000 sec): 3 clusters
  Score: Raw -115216.902173 + Penalty 2333.770140 = -112883.132033
  nChanged 30
		SP:Iteration 8Q (8971.190000 sec): 3 clusters
  Score: Raw -115253.073927 + Penalty 2333.770140 = -112919.303788
  nChanged 26
		SP:Iteration 9Q (8971.340000 sec): 3 clusters
  Score: Raw -115277.499306 + Penalty 2333.770140 = -112943.729166
  nChanged 20
		SP:Iteration 10Q (8971.570000 sec): 3 clusters
  Score: Raw -115295.365403 + Penalty 2333.770140 = -112961.595264
  nChanged 15
		SP:Iteration 11Q (8971.720000 sec): 3 clusters
  Score: Raw -115311.759040 + Penalty 2333.770140 = -112977.988900
  nChanged 13
		SP:Iteration 12Q (8971.920000 sec): 3 clusters
  Score: Raw -115323.384636 + Penalty 2333.770140 = -112989.614496
  nChanged 12
		SP:Iteration 13Q (8972.120000 sec): 3 clusters
  Score: Raw -115337.471869 + Penalty 2333.770140 = -113003.701730
  nChanged 17
		SP:Iteration 14Q (8972.260000 sec): 3 clusters
  Score: Raw -115363.869548 + Penalty 2333.770140 = -113030.099408
  nChanged 16
		SP:Iteration 15Q (8972.430000 sec): 3 clusters
  Score: Raw -115384.965362 + Penalty 2333.770140 = -113051.195223
  nChanged 14
		SP:Iteration 16Q (8972.660000 sec): 3 clusters
  Score: Raw -115403.913989 + Penalty 2333.770140 = -113070.143850
  nChanged 12
		SP:Iteration 17Q (8972.860000 sec): 3 clusters
  Score: Raw -115419.308617 + Penalty 2333.770140 = -113085.538477
  nChanged 11
		SP:Iteration 18Q (8973.040000 sec): 3 clusters
  Score: Raw -115436.304553 + Penalty 2333.770140 = -113102.534414
  nChanged 17
		SP:Iteration 19Q (8973.170000 sec): 3 clusters
  Score: Raw -115461.948310 + Penalty 2333.770140 = -113128.178170
  nChanged 15
		SP:Iteration 20F (8973.300000 sec): 3 clusters
  Score: Raw -115480.937940 + Penalty 2333.770140 = -113147.167800
  nChanged 12
		SP:Iteration 21Q (8973.490000 sec): 3 clusters
  Score: Raw -115494.214046 + Penalty 2333.770140 = -113160.443907
  nChanged 7
		SP:Iteration 22Q (8973.680000 sec): 3 clusters
  Score: Raw -115504.346943 + Penalty 2333.770140 = -113170.576803
  nChanged 6
		SP:Iteration 23Q (8973.820000 sec): 3 clusters
  Score: Raw -115511.022461 + Penalty 2333.770140 = -113177.252321
  nChanged 7
		SP:Iteration 24Q (8974.040000 sec): 3 clusters
  Score: Raw -115521.411043 + Penalty 2333.770140 = -113187.640904
  nChanged 2
		SP:Iteration 25Q (8974.220000 sec): 3 clusters
  Score: Raw -115523.162322 + Penalty 2333.770140 = -113189.392182
  nChanged 1
		SP:Iteration 26Q (8974.380000 sec): 3 clusters
  Score: Raw -115524.180888 + Penalty 2333.770140 = -113190.410748
  nChanged 0
		SP:Iteration 27F (8974.500000 sec): 3 clusters
  Score: Raw -115524.180888 + Penalty 2333.770140 = -113190.410748
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 71 (7226 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8974.660000 sec): 2 clusters
  Score: Raw -612353.211673 + Penalty 1443.884148 = -610909.327525
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8974.870000 sec): 3 clusters
  Score: Raw -608426.252164 + Penalty 2887.768296 = -605538.483868
  nChanged 3035
		SP:Iteration 1F (8975.080000 sec): 3 clusters
  Score: Raw -610330.987240 + Penalty 2887.768296 = -607443.218944
  nChanged 619
		SP:Iteration 2F (8975.180000 sec): 3 clusters
  Score: Raw -610907.502147 + Penalty 2887.768296 = -608019.733850
  nChanged 574
		SP:Iteration 3F (8975.410000 sec): 3 clusters
  Score: Raw -611576.610207 + Penalty 2887.768296 = -608688.841910
  nChanged 589
		SP:Iteration 4F (8975.640000 sec): 3 clusters
  Score: Raw -612369.915890 + Penalty 2887.768296 = -609482.147593
  nChanged 588
		SP:Iteration 5F (8975.840000 sec): 3 clusters
  Score: Raw -613369.077691 + Penalty 2887.768296 = -610481.309395
  nChanged 583
		SP:Iteration 6F (8976.040000 sec): 3 clusters
  Score: Raw -614470.177462 + Penalty 2887.768296 = -611582.409165
  nChanged 445
		SP:Iteration 7F (8976.260000 sec): 3 clusters
  Score: Raw -615235.226724 + Penalty 2887.768296 = -612347.458427
  nChanged 252
		SP:Iteration 8Q (8976.430000 sec): 3 clusters
  Score: Raw -615522.066142 + Penalty 2887.768296 = -612634.297845
  nChanged 113
		SP:Iteration 9Q (8976.610000 sec): 3 clusters
  Score: Raw -615605.809742 + Penalty 2887.768296 = -612718.041446
  nChanged 53
		SP:Iteration 10Q (8976.780000 sec): 3 clusters
  Score: Raw -615626.482791 + Penalty 2887.768296 = -612738.714495
  nChanged 19
		SP:Iteration 11Q (8977.000000 sec): 3 clusters
  Score: Raw -615632.236524 + Penalty 2887.768296 = -612744.468228
  nChanged 4
		SP:Iteration 12Q (8977.200000 sec): 3 clusters
  Score: Raw -615633.113316 + Penalty 2887.768296 = -612745.345020
  nChanged 1
		SP:Iteration 13Q (8977.420000 sec): 3 clusters
  Score: Raw -615633.282397 + Penalty 2887.768296 = -612745.514101
  nChanged 1
		SP:Iteration 14Q (8977.590000 sec): 3 clusters
  Score: Raw -615633.509935 + Penalty 2887.768296 = -612745.741639
  nChanged 1
		SP:Iteration 15Q (8977.760000 sec): 3 clusters
  Score: Raw -615633.664815 + Penalty 2887.768296 = -612745.896519
  nChanged 2
		SP:Iteration 16Q (8977.930000 sec): 3 clusters
  Score: Raw -615633.955238 + Penalty 2887.768296 = -612746.186942
  nChanged 0
		SP:Iteration 17F (8978.120000 sec): 3 clusters
  Score: Raw -615633.955238 + Penalty 2887.768296 = -612746.186942
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 100.
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 72 (1029 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8978.180000 sec): 2 clusters
  Score: Raw -84156.016255 + Penalty 1127.155695 = -83028.860560
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8978.340000 sec): 3 clusters
  Score: Raw -83852.281821 + Penalty 2254.311389 = -81597.970432
  nChanged 314
		SP:Iteration 1F (8978.480000 sec): 3 clusters
  Score: Raw -84171.287479 + Penalty 2254.311389 = -81916.976090
  nChanged 91
		SP:Iteration 2F (8978.620000 sec): 3 clusters
  Score: Raw -84265.320647 + Penalty 2254.311389 = -82011.009258
  nChanged 46
		SP:Iteration 3Q (8978.760000 sec): 3 clusters
  Score: Raw -84311.619907 + Penalty 2254.311389 = -82057.308518
  nChanged 29
		SP:Iteration 4Q (8978.910000 sec): 3 clusters
  Score: Raw -84338.033801 + Penalty 2254.311389 = -82083.722411
  nChanged 19
		SP:Iteration 5Q (8979.050000 sec): 3 clusters
  Score: Raw -84354.975315 + Penalty 2254.311389 = -82100.663926
  nChanged 13
		SP:Iteration 6Q (8979.150000 sec): 3 clusters
  Score: Raw -84368.411473 + Penalty 2254.311389 = -82114.100084
  nChanged 6
		SP:Iteration 7Q (8979.350000 sec): 3 clusters
  Score: Raw -84379.079014 + Penalty 2254.311389 = -82124.767625
  nChanged 11
		SP:Iteration 8Q (8979.480000 sec): 3 clusters
  Score: Raw -84390.914132 + Penalty 2254.311389 = -82136.602743
  nChanged 14
		SP:Iteration 9Q (8979.630000 sec): 3 clusters
  Score: Raw -84412.303952 + Penalty 2254.311389 = -82157.992563
  nChanged 6
		SP:Iteration 10Q (8979.740000 sec): 3 clusters
  Score: Raw -84416.983286 + Penalty 2254.311389 = -82162.671897
  nChanged 8
		SP:Iteration 11Q (8979.880000 sec): 3 clusters
  Score: Raw -84424.066629 + Penalty 2254.311389 = -82169.755240
  nChanged 7
		SP:Iteration 12Q (8980.020000 sec): 3 clusters
  Score: Raw -84429.738389 + Penalty 2254.311389 = -82175.426999
  nChanged 3
		SP:Iteration 13Q (8980.170000 sec): 3 clusters
  Score: Raw -84431.685682 + Penalty 2254.311389 = -82177.374293
  nChanged 2
		SP:Iteration 14Q (8980.340000 sec): 3 clusters
  Score: Raw -84432.485717 + Penalty 2254.311389 = -82178.174328
  nChanged 1
		SP:Iteration 15Q (8980.450000 sec): 3 clusters
  Score: Raw -84432.957882 + Penalty 2254.311389 = -82178.646493
  nChanged 1
		SP:Iteration 16Q (8980.600000 sec): 3 clusters
  Score: Raw -84433.760705 + Penalty 2254.311389 = -82179.449315
  nChanged 1
		SP:Iteration 17Q (8980.780000 sec): 3 clusters
  Score: Raw -84434.886737 + Penalty 2254.311389 = -82180.575348
  nChanged 1
		SP:Iteration 18Q (8980.960000 sec): 3 clusters
  Score: Raw -84435.176954 + Penalty 2254.311389 = -82180.865565
  nChanged 0
		SP:Iteration 19F (8981.160000 sec): 3 clusters
  Score: Raw -84435.176954 + Penalty 2254.311389 = -82180.865565
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 73 (1257 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8981.280000 sec): 2 clusters
  Score: Raw -91934.375744 + Penalty 1159.678521 = -90774.697223
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8981.470000 sec): 3 clusters
  Score: Raw -91541.691933 + Penalty 2319.357043 = -89222.334890
  nChanged 427
		SP:Iteration 1F (8981.650000 sec): 3 clusters
  Score: Raw -92048.628906 + Penalty 2319.357043 = -89729.271864
  nChanged 120
		SP:Iteration 2F (8981.790000 sec): 3 clusters
  Score: Raw -92222.688626 + Penalty 2319.357043 = -89903.331583
  nChanged 69
		SP:Iteration 3F (8981.950000 sec): 3 clusters
  Score: Raw -92323.254063 + Penalty 2319.357043 = -90003.897021
  nChanged 62
		SP:Iteration 4Q (8982.210000 sec): 3 clusters
  Score: Raw -92406.793054 + Penalty 2319.357043 = -90087.436011
  nChanged 46
		SP:Iteration 5Q (8982.380000 sec): 3 clusters
  Score: Raw -92475.362118 + Penalty 2319.357043 = -90156.005075
  nChanged 41
		SP:Iteration 6Q (8982.550000 sec): 3 clusters
  Score: Raw -92572.448816 + Penalty 2319.357043 = -90253.091773
  nChanged 45
		SP:Iteration 7Q (8982.700000 sec): 3 clusters
  Score: Raw -92644.424675 + Penalty 2319.357043 = -90325.067633
  nChanged 36
		SP:Iteration 8Q (8982.900000 sec): 3 clusters
  Score: Raw -92701.216616 + Penalty 2319.357043 = -90381.859574
  nChanged 29
		SP:Iteration 9Q (8983.080000 sec): 3 clusters
  Score: Raw -92748.920340 + Penalty 2319.357043 = -90429.563297
  nChanged 33
		SP:Iteration 10Q (8983.290000 sec): 3 clusters
  Score: Raw -92798.466106 + Penalty 2319.357043 = -90479.109063
  nChanged 38
		SP:Iteration 11Q (8983.430000 sec): 3 clusters
  Score: Raw -92871.981309 + Penalty 2319.357043 = -90552.624266
  nChanged 34
		SP:Iteration 12Q (8983.620000 sec): 3 clusters
  Score: Raw -92917.676736 + Penalty 2319.357043 = -90598.319694
  nChanged 22
		SP:Iteration 13Q (8983.780000 sec): 3 clusters
  Score: Raw -92943.690202 + Penalty 2319.357043 = -90624.333159
  nChanged 24
		SP:Iteration 14Q (8983.960000 sec): 3 clusters
  Score: Raw -92963.415388 + Penalty 2319.357043 = -90644.058345
  nChanged 12
		SP:Iteration 15Q (8984.160000 sec): 3 clusters
  Score: Raw -92981.138590 + Penalty 2319.357043 = -90661.781547
  nChanged 14
		SP:Iteration 16Q (8984.290000 sec): 3 clusters
  Score: Raw -93000.954860 + Penalty 2319.357043 = -90681.597818
  nChanged 9
		SP:Iteration 17Q (8984.480000 sec): 3 clusters
  Score: Raw -93010.691329 + Penalty 2319.357043 = -90691.334286
  nChanged 7
		SP:Iteration 18Q (8984.640000 sec): 3 clusters
  Score: Raw -93019.590292 + Penalty 2319.357043 = -90700.233249
  nChanged 12
		SP:Iteration 19Q (8984.880000 sec): 3 clusters
  Score: Raw -93037.038381 + Penalty 2319.357043 = -90717.681338
  nChanged 7
		SP:Iteration 20F (8985.010000 sec): 3 clusters
  Score: Raw -93044.311893 + Penalty 2319.357043 = -90724.954850
  nChanged 6
		SP:Iteration 21Q (8985.180000 sec): 3 clusters
  Score: Raw -93051.915397 + Penalty 2319.357043 = -90732.558354
  nChanged 5
		SP:Iteration 22Q (8985.370000 sec): 3 clusters
  Score: Raw -93054.659316 + Penalty 2319.357043 = -90735.302273
  nChanged 3
		SP:Iteration 23Q (8985.590000 sec): 3 clusters
  Score: Raw -93056.756707 + Penalty 2319.357043 = -90737.399664
  nChanged 3
		SP:Iteration 24Q (8985.770000 sec): 3 clusters
  Score: Raw -93061.354188 + Penalty 2319.357043 = -90741.997146
  nChanged 3
		SP:Iteration 25Q (8985.900000 sec): 3 clusters
  Score: Raw -93066.151038 + Penalty 2319.357043 = -90746.793995
  nChanged 3
		SP:Iteration 26Q (8986.100000 sec): 3 clusters
  Score: Raw -93070.873404 + Penalty 2319.357043 = -90751.516362
  nChanged 2
		SP:Iteration 27Q (8986.280000 sec): 3 clusters
  Score: Raw -93073.584394 + Penalty 2319.357043 = -90754.227352
  nChanged 3
		SP:Iteration 28Q (8986.460000 sec): 3 clusters
  Score: Raw -93079.612090 + Penalty 2319.357043 = -90760.255047
  nChanged 8
		SP:Iteration 29Q (8986.660000 sec): 3 clusters
  Score: Raw -93097.687277 + Penalty 2319.357043 = -90778.330235
  nChanged 7
		SP:Iteration 30Q (8986.850000 sec): 3 clusters
  Score: Raw -93106.490380 + Penalty 2319.357043 = -90787.133337
  nChanged 5
		SP:Iteration 31Q (8987.090000 sec): 3 clusters
  Score: Raw -93111.343757 + Penalty 2319.357043 = -90791.986714
  nChanged 3
		SP:Iteration 32Q (8987.240000 sec): 3 clusters
  Score: Raw -93112.990570 + Penalty 2319.357043 = -90793.633527
  nChanged 1
		SP:Iteration 33Q (8987.470000 sec): 3 clusters
  Score: Raw -93113.522804 + Penalty 2319.357043 = -90794.165761
  nChanged 0
		SP:Iteration 34F (8987.620000 sec): 3 clusters
  Score: Raw -93113.522804 + Penalty 2319.357043 = -90794.165761
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 101.
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 74 (928 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8987.740000 sec): 2 clusters
  Score: Raw -56811.159459 + Penalty 1110.367657 = -55700.791803
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8987.930000 sec): 3 clusters
  Score: Raw -56596.119354 + Penalty 2220.735313 = -54375.384041
  nChanged 252
		SP:Iteration 1F (8988.110000 sec): 3 clusters
  Score: Raw -56937.159210 + Penalty 2220.735313 = -54716.423897
  nChanged 94
		SP:Iteration 2F (8988.290000 sec): 3 clusters
  Score: Raw -57076.409054 + Penalty 2220.735313 = -54855.673741
  nChanged 50
		SP:Iteration 3F (8988.470000 sec): 3 clusters
  Score: Raw -57159.245136 + Penalty 2220.735313 = -54938.509823
  nChanged 29
		SP:Iteration 4Q (8988.640000 sec): 3 clusters
  Score: Raw -57189.161364 + Penalty 2220.735313 = -54968.426050
  nChanged 16
		SP:Iteration 5Q (8988.790000 sec): 3 clusters
  Score: Raw -57203.812533 + Penalty 2220.735313 = -54983.077220
  nChanged 7
		SP:Iteration 6Q (8988.970000 sec): 3 clusters
  Score: Raw -57211.257782 + Penalty 2220.735313 = -54990.522469
  nChanged 11
		SP:Iteration 7Q (8989.160000 sec): 3 clusters
  Score: Raw -57224.683532 + Penalty 2220.735313 = -55003.948219
  nChanged 4
		SP:Iteration 8Q (8989.320000 sec): 3 clusters
  Score: Raw -57229.638272 + Penalty 2220.735313 = -55008.902959
  nChanged 4
		SP:Iteration 9Q (8989.500000 sec): 3 clusters
  Score: Raw -57238.209129 + Penalty 2220.735313 = -55017.473816
  nChanged 4
		SP:Iteration 10Q (8989.690000 sec): 3 clusters
  Score: Raw -57242.123803 + Penalty 2220.735313 = -55021.388490
  nChanged 3
		SP:Iteration 11Q (8989.900000 sec): 3 clusters
  Score: Raw -57247.399260 + Penalty 2220.735313 = -55026.663947
  nChanged 4
		SP:Iteration 12Q (8990.050000 sec): 3 clusters
  Score: Raw -57249.733711 + Penalty 2220.735313 = -55028.998398
  nChanged 1
		SP:Iteration 13Q (8990.220000 sec): 3 clusters
  Score: Raw -57252.926106 + Penalty 2220.735313 = -55032.190793
  nChanged 1
		SP:Iteration 14Q (8990.410000 sec): 3 clusters
  Score: Raw -57253.701949 + Penalty 2220.735313 = -55032.966635
  nChanged 1
		SP:Iteration 15Q (8990.560000 sec): 3 clusters
  Score: Raw -57255.259496 + Penalty 2220.735313 = -55034.524182
  nChanged 2
		SP:Iteration 16Q (8990.730000 sec): 3 clusters
  Score: Raw -57257.276201 + Penalty 2220.735313 = -55036.540887
  nChanged 2
		SP:Iteration 17Q (8990.930000 sec): 3 clusters
  Score: Raw -57259.151525 + Penalty 2220.735313 = -55038.416212
  nChanged 1
		SP:Iteration 18Q (8991.060000 sec): 3 clusters
  Score: Raw -57259.514988 + Penalty 2220.735313 = -55038.779675
  nChanged 0
		SP:Iteration 19F (8991.200000 sec): 3 clusters
  Score: Raw -57259.712362 + Penalty 2220.735313 = -55038.977049
  nChanged 1
		SP:Iteration 20F (8991.350000 sec): 3 clusters
  Score: Raw -57267.449994 + Penalty 2220.735313 = -55046.714681
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 75 (5420 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (8991.440000 sec): 2 clusters
  Score: Raw -470777.517011 + Penalty 1397.150803 = -469380.366208
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (8991.600000 sec): 3 clusters
  Score: Raw -467901.934864 + Penalty 2794.301606 = -465107.633258
  nChanged 2195
		SP:Iteration 1F (8991.760000 sec): 3 clusters
  Score: Raw -469060.077457 + Penalty 2794.301606 = -466265.775851
  nChanged 370
		SP:Iteration 2F (8991.910000 sec): 3 clusters
  Score: Raw -469228.483125 + Penalty 2794.301606 = -466434.181520
  nChanged 250
		SP:Iteration 3Q (8992.110000 sec): 3 clusters
  Score: Raw -469336.646685 + Penalty 2794.301606 = -466542.345079
  nChanged 206
		SP:Iteration 4Q (8992.320000 sec): 3 clusters
  Score: Raw -469421.867133 + Penalty 2794.301606 = -466627.565527
  nChanged 161
		SP:Iteration 5Q (8992.450000 sec): 3 clusters
  Score: Raw -469480.481561 + Penalty 2794.301606 = -466686.179955
  nChanged 125
		SP:Iteration 6Q (8992.630000 sec): 3 clusters
  Score: Raw -469519.842417 + Penalty 2794.301606 = -466725.540811
  nChanged 114
		SP:Iteration 7Q (8992.840000 sec): 3 clusters
  Score: Raw -469562.819082 + Penalty 2794.301606 = -466768.517477
  nChanged 118
		SP:Iteration 8Q (8993.040000 sec): 3 clusters
  Score: Raw -469603.524873 + Penalty 2794.301606 = -466809.223268
  nChanged 106
		SP:Iteration 9Q (8993.240000 sec): 3 clusters
  Score: Raw -469637.477473 + Penalty 2794.301606 = -466843.175868
  nChanged 85
		SP:Iteration 10Q (8993.390000 sec): 3 clusters
  Score: Raw -469663.071823 + Penalty 2794.301606 = -466868.770217
  nChanged 62
		SP:Iteration 11Q (8993.570000 sec): 3 clusters
  Score: Raw -469680.524544 + Penalty 2794.301606 = -466886.222939
  nChanged 65
		SP:Iteration 12Q (8993.790000 sec): 3 clusters
  Score: Raw -469699.564670 + Penalty 2794.301606 = -466905.263064
  nChanged 60
		SP:Iteration 13Q (8994.060000 sec): 3 clusters
  Score: Raw -469716.739315 + Penalty 2794.301606 = -466922.437709
  nChanged 46
		SP:Iteration 14Q (8994.240000 sec): 3 clusters
  Score: Raw -469726.301565 + Penalty 2794.301606 = -466931.999960
  nChanged 33
		SP:Iteration 15Q (8994.430000 sec): 3 clusters
  Score: Raw -469733.625904 + Penalty 2794.301606 = -466939.324298
  nChanged 40
		SP:Iteration 16Q (8994.570000 sec): 3 clusters
  Score: Raw -469743.999599 + Penalty 2794.301606 = -466949.697993
  nChanged 37
		SP:Iteration 17Q (8994.820000 sec): 3 clusters
  Score: Raw -469753.426448 + Penalty 2794.301606 = -466959.124843
  nChanged 33
		SP:Iteration 18Q (8994.980000 sec): 3 clusters
  Score: Raw -469761.075475 + Penalty 2794.301606 = -466966.773869
  nChanged 34
		SP:Iteration 19Q (8995.190000 sec): 3 clusters
  Score: Raw -469769.903485 + Penalty 2794.301606 = -466975.601879
  nChanged 33
		SP:Iteration 20F (8995.430000 sec): 3 clusters
  Score: Raw -469777.871785 + Penalty 2794.301606 = -466983.570179
  nChanged 34
		SP:Iteration 21Q (8995.640000 sec): 3 clusters
  Score: Raw -469785.833603 + Penalty 2794.301606 = -466991.531997
  nChanged 41
		SP:Iteration 22Q (8995.830000 sec): 3 clusters
  Score: Raw -469796.331386 + Penalty 2794.301606 = -467002.029780
  nChanged 32
		SP:Iteration 23Q (8996.060000 sec): 3 clusters
  Score: Raw -469804.844148 + Penalty 2794.301606 = -467010.542542
  nChanged 29
		SP:Iteration 24Q (8996.230000 sec): 3 clusters
  Score: Raw -469813.346590 + Penalty 2794.301606 = -467019.044984
  nChanged 34
		SP:Iteration 25Q (8996.440000 sec): 3 clusters
  Score: Raw -469822.687632 + Penalty 2794.301606 = -467028.386027
  nChanged 37
		SP:Iteration 26Q (8996.590000 sec): 3 clusters
  Score: Raw -469831.914428 + Penalty 2794.301606 = -467037.612822
  nChanged 30
		SP:Iteration 27Q (8996.770000 sec): 3 clusters
  Score: Raw -469838.553673 + Penalty 2794.301606 = -467044.252068
  nChanged 24
		SP:Iteration 28Q (8996.970000 sec): 3 clusters
  Score: Raw -469843.820980 + Penalty 2794.301606 = -467049.519374
  nChanged 21
		SP:Iteration 29Q (8997.160000 sec): 3 clusters
  Score: Raw -469848.024326 + Penalty 2794.301606 = -467053.722720
  nChanged 20
		SP:Iteration 30Q (8997.410000 sec): 3 clusters
  Score: Raw -469852.660070 + Penalty 2794.301606 = -467058.358464
  nChanged 22
		SP:Iteration 31Q (8997.600000 sec): 3 clusters
  Score: Raw -469857.211477 + Penalty 2794.301606 = -467062.909871
  nChanged 19
		SP:Iteration 32Q (8997.790000 sec): 3 clusters
  Score: Raw -469860.130646 + Penalty 2794.301606 = -467065.829041
  nChanged 11
		SP:Iteration 33Q (8998.010000 sec): 3 clusters
  Score: Raw -469863.011236 + Penalty 2794.301606 = -467068.709630
  nChanged 20
		SP:Iteration 34Q (8998.250000 sec): 3 clusters
  Score: Raw -469866.608540 + Penalty 2794.301606 = -467072.306934
  nChanged 25
		SP:Iteration 35Q (8998.450000 sec): 3 clusters
  Score: Raw -469872.281385 + Penalty 2794.301606 = -467077.979779
  nChanged 25
		SP:Iteration 36Q (8998.670000 sec): 3 clusters
  Score: Raw -469877.351740 + Penalty 2794.301606 = -467083.050135
  nChanged 21
		SP:Iteration 37Q (8998.840000 sec): 3 clusters
  Score: Raw -469882.317825 + Penalty 2794.301606 = -467088.016219
  nChanged 20
		SP:Iteration 38Q (8999.030000 sec): 3 clusters
  Score: Raw -469886.344544 + Penalty 2794.301606 = -467092.042939
  nChanged 22
		SP:Iteration 39Q (8999.230000 sec): 3 clusters
  Score: Raw -469890.527030 + Penalty 2794.301606 = -467096.225424
  nChanged 15
		SP:Iteration 40F (8999.400000 sec): 3 clusters
  Score: Raw -469893.510051 + Penalty 2794.301606 = -467099.208445
  nChanged 20
		SP:Iteration 41Q (8999.630000 sec): 3 clusters
  Score: Raw -469898.035309 + Penalty 2794.301606 = -467103.733703
  nChanged 21
		SP:Iteration 42Q (8999.870000 sec): 3 clusters
  Score: Raw -469902.509396 + Penalty 2794.301606 = -467108.207791
  nChanged 15
		SP:Iteration 43Q (9000.070000 sec): 3 clusters
  Score: Raw -469905.315392 + Penalty 2794.301606 = -467111.013786
  nChanged 15
		SP:Iteration 44Q (9000.230000 sec): 3 clusters
  Score: Raw -469908.515866 + Penalty 2794.301606 = -467114.214260
  nChanged 17
		SP:Iteration 45Q (9000.520000 sec): 3 clusters
  Score: Raw -469913.393190 + Penalty 2794.301606 = -467119.091584
  nChanged 20
		SP:Iteration 46Q (9000.700000 sec): 3 clusters
  Score: Raw -469918.409371 + Penalty 2794.301606 = -467124.107765
  nChanged 30
		SP:Iteration 47Q (9000.960000 sec): 3 clusters
  Score: Raw -469925.186471 + Penalty 2794.301606 = -467130.884866
  nChanged 23
		SP:Iteration 48Q (9001.150000 sec): 3 clusters
  Score: Raw -469929.305224 + Penalty 2794.301606 = -467135.003619
  nChanged 24
		SP:Iteration 49Q (9001.390000 sec): 3 clusters
  Score: Raw -469935.336752 + Penalty 2794.301606 = -467141.035147
  nChanged 24
		SP:Iteration 50Q (9001.600000 sec): 3 clusters
  Score: Raw -469940.154981 + Penalty 2794.301606 = -467145.853375
  nChanged 20
		SP:Iteration 51Q (9001.860000 sec): 3 clusters
  Score: Raw -469944.519972 + Penalty 2794.301606 = -467150.218366
  nChanged 21
		SP:Iteration 52Q (9002.030000 sec): 3 clusters
  Score: Raw -469948.317931 + Penalty 2794.301606 = -467154.016325
  nChanged 21
		SP:Iteration 53Q (9002.200000 sec): 3 clusters
  Score: Raw -469952.847862 + Penalty 2794.301606 = -467158.546257
  nChanged 21
		SP:Iteration 54Q (9002.400000 sec): 3 clusters
  Score: Raw -469956.916119 + Penalty 2794.301606 = -467162.614513
  nChanged 18
		SP:Iteration 55Q (9002.600000 sec): 3 clusters
  Score: Raw -469961.096546 + Penalty 2794.301606 = -467166.794940
  nChanged 25
		SP:Iteration 56Q (9002.760000 sec): 3 clusters
  Score: Raw -469966.024599 + Penalty 2794.301606 = -467171.722994
  nChanged 23
		SP:Iteration 57Q (9002.990000 sec): 3 clusters
  Score: Raw -469969.709798 + Penalty 2794.301606 = -467175.408192
  nChanged 17
		SP:Iteration 58Q (9003.220000 sec): 3 clusters
  Score: Raw -469972.895640 + Penalty 2794.301606 = -467178.594034
  nChanged 22
		SP:Iteration 59Q (9003.420000 sec): 3 clusters
  Score: Raw -469977.393579 + Penalty 2794.301606 = -467183.091974
  nChanged 24
		SP:Iteration 60F (9003.580000 sec): 3 clusters
  Score: Raw -469983.279157 + Penalty 2794.301606 = -467188.977551
  nChanged 37
		SP:Iteration 61Q (9003.820000 sec): 3 clusters
  Score: Raw -469990.318125 + Penalty 2794.301606 = -467196.016519
  nChanged 32
		SP:Iteration 62Q (9004.020000 sec): 3 clusters
  Score: Raw -469998.693968 + Penalty 2794.301606 = -467204.392362
  nChanged 43
		SP:Iteration 63Q (9004.160000 sec): 3 clusters
  Score: Raw -470013.449370 + Penalty 2794.301606 = -467219.147764
  nChanged 59
		SP:Iteration 64Q (9004.350000 sec): 3 clusters
  Score: Raw -470031.941511 + Penalty 2794.301606 = -467237.639905
  nChanged 62
		SP:Iteration 65Q (9004.540000 sec): 3 clusters
  Score: Raw -470051.533680 + Penalty 2794.301606 = -467257.232074
  nChanged 56
		SP:Iteration 66Q (9004.730000 sec): 3 clusters
  Score: Raw -470068.171441 + Penalty 2794.301606 = -467273.869835
  nChanged 62
		SP:Iteration 67Q (9004.950000 sec): 3 clusters
  Score: Raw -470088.555398 + Penalty 2794.301606 = -467294.253793
  nChanged 66
		SP:Iteration 68Q (9005.130000 sec): 3 clusters
  Score: Raw -470113.015395 + Penalty 2794.301606 = -467318.713789
  nChanged 71
		SP:Iteration 69Q (9005.360000 sec): 3 clusters
  Score: Raw -470140.172626 + Penalty 2794.301606 = -467345.871020
  nChanged 75
		SP:Iteration 70Q (9005.500000 sec): 3 clusters
  Score: Raw -470170.988510 + Penalty 2794.301606 = -467376.686904
  nChanged 92
		SP:Iteration 71Q (9005.690000 sec): 3 clusters
  Score: Raw -470210.290120 + Penalty 2794.301606 = -467415.988514
  nChanged 84
		SP:Iteration 72Q (9005.840000 sec): 3 clusters
  Score: Raw -470247.034305 + Penalty 2794.301606 = -467452.732699
  nChanged 91
		SP:Iteration 73Q (9006.100000 sec): 3 clusters
  Score: Raw -470293.754682 + Penalty 2794.301606 = -467499.453076
  nChanged 96
		SP:Iteration 74Q (9006.290000 sec): 3 clusters
  Score: Raw -470343.869394 + Penalty 2794.301606 = -467549.567788
  nChanged 79
		SP:Iteration 75Q (9006.440000 sec): 3 clusters
  Score: Raw -470386.113044 + Penalty 2794.301606 = -467591.811438
  nChanged 88
		SP:Iteration 76Q (9006.620000 sec): 3 clusters
  Score: Raw -470442.372043 + Penalty 2794.301606 = -467648.070437
  nChanged 89
		SP:Iteration 77Q (9006.810000 sec): 3 clusters
  Score: Raw -470491.900084 + Penalty 2794.301606 = -467697.598479
  nChanged 76
		SP:Iteration 78Q (9006.980000 sec): 3 clusters
  Score: Raw -470532.426281 + Penalty 2794.301606 = -467738.124676
  nChanged 57
		SP:Iteration 79Q (9007.150000 sec): 3 clusters
  Score: Raw -470564.757321 + Penalty 2794.301606 = -467770.455715
  nChanged 56
		SP:Iteration 80F (9007.380000 sec): 3 clusters
  Score: Raw -470599.857595 + Penalty 2794.301606 = -467805.555989
  nChanged 67
		SP:Iteration 81Q (9007.590000 sec): 3 clusters
  Score: Raw -470639.586549 + Penalty 2794.301606 = -467845.284943
  nChanged 52
		SP:Iteration 82Q (9007.820000 sec): 3 clusters
  Score: Raw -470672.192619 + Penalty 2794.301606 = -467877.891013
  nChanged 50
		SP:Iteration 83Q (9008.000000 sec): 3 clusters
  Score: Raw -470707.935267 + Penalty 2794.301606 = -467913.633662
  nChanged 44
		SP:Iteration 84Q (9008.200000 sec): 3 clusters
  Score: Raw -470733.709948 + Penalty 2794.301606 = -467939.408343
  nChanged 36
		SP:Iteration 85Q (9008.410000 sec): 3 clusters
  Score: Raw -470754.154900 + Penalty 2794.301606 = -467959.853294
  nChanged 27
		SP:Iteration 86Q (9008.650000 sec): 3 clusters
  Score: Raw -470767.777784 + Penalty 2794.301606 = -467973.476178
  nChanged 20
		SP:Iteration 87Q (9008.820000 sec): 3 clusters
  Score: Raw -470777.565865 + Penalty 2794.301606 = -467983.264259
  nChanged 14
		SP:Iteration 88Q (9008.980000 sec): 3 clusters
  Score: Raw -470787.316652 + Penalty 2794.301606 = -467993.015046
  nChanged 18
		SP:Iteration 89Q (9009.190000 sec): 3 clusters
  Score: Raw -470796.458917 + Penalty 2794.301606 = -468002.157311
  nChanged 18
		SP:Iteration 90Q (9009.420000 sec): 3 clusters
  Score: Raw -470804.777710 + Penalty 2794.301606 = -468010.476104
  nChanged 20
		SP:Iteration 91Q (9009.610000 sec): 3 clusters
  Score: Raw -470815.346941 + Penalty 2794.301606 = -468021.045335
  nChanged 19
		SP:Iteration 92Q (9009.810000 sec): 3 clusters
  Score: Raw -470829.566328 + Penalty 2794.301606 = -468035.264722
  nChanged 19
		SP:Iteration 93Q (9010.030000 sec): 3 clusters
  Score: Raw -470841.675949 + Penalty 2794.301606 = -468047.374343
  nChanged 23
		SP:Iteration 94Q (9010.260000 sec): 3 clusters
  Score: Raw -470854.952498 + Penalty 2794.301606 = -468060.650892
  nChanged 18
		SP:Iteration 95Q (9010.430000 sec): 3 clusters
  Score: Raw -470867.565629 + Penalty 2794.301606 = -468073.264024
  nChanged 16
		SP:Iteration 96Q (9010.640000 sec): 3 clusters
  Score: Raw -470877.248704 + Penalty 2794.301606 = -468082.947098
  nChanged 12
		SP:Iteration 97Q (9010.830000 sec): 3 clusters
  Score: Raw -470884.242333 + Penalty 2794.301606 = -468089.940727
  nChanged 11
		SP:Iteration 98Q (9010.970000 sec): 3 clusters
  Score: Raw -470894.398193 + Penalty 2794.301606 = -468100.096588
  nChanged 5
		SP:Iteration 99Q (9011.120000 sec): 3 clusters
  Score: Raw -470897.659412 + Penalty 2794.301606 = -468103.357806
  nChanged 0
		SP:Iteration 100F (9011.330000 sec): 3 clusters
  Score: Raw -470897.659412 + Penalty 2794.301606 = -468103.357806
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 76 (1603 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9011.420000 sec): 2 clusters
  Score: Raw -144410.893719 + Penalty 1199.190225 = -143211.703494
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9011.590000 sec): 3 clusters
  Score: Raw -143722.925543 + Penalty 2398.380450 = -141324.545094
  nChanged 560
		SP:Iteration 1F (9011.790000 sec): 3 clusters
  Score: Raw -144103.388887 + Penalty 2398.380450 = -141705.008437
  nChanged 134
		SP:Iteration 2F (9011.960000 sec): 3 clusters
  Score: Raw -144215.611018 + Penalty 2398.380450 = -141817.230568
  nChanged 96
		SP:Iteration 3F (9012.140000 sec): 3 clusters
  Score: Raw -144302.189756 + Penalty 2398.380450 = -141903.809306
  nChanged 66
		SP:Iteration 4Q (9012.310000 sec): 3 clusters
  Score: Raw -144361.141670 + Penalty 2398.380450 = -141962.761220
  nChanged 65
		SP:Iteration 5Q (9012.470000 sec): 3 clusters
  Score: Raw -144419.549319 + Penalty 2398.380450 = -142021.168870
  nChanged 56
		SP:Iteration 6Q (9012.630000 sec): 3 clusters
  Score: Raw -144470.938283 + Penalty 2398.380450 = -142072.557833
  nChanged 47
		SP:Iteration 7Q (9012.810000 sec): 3 clusters
  Score: Raw -144513.630262 + Penalty 2398.380450 = -142115.249812
  nChanged 43
		SP:Iteration 8Q (9013.020000 sec): 3 clusters
  Score: Raw -144552.907984 + Penalty 2398.380450 = -142154.527534
  nChanged 38
		SP:Iteration 9Q (9013.190000 sec): 3 clusters
  Score: Raw -144584.925514 + Penalty 2398.380450 = -142186.545064
  nChanged 31
		SP:Iteration 10Q (9013.370000 sec): 3 clusters
  Score: Raw -144612.631720 + Penalty 2398.380450 = -142214.251270
  nChanged 22
		SP:Iteration 11Q (9013.540000 sec): 3 clusters
  Score: Raw -144633.435251 + Penalty 2398.380450 = -142235.054802
  nChanged 22
		SP:Iteration 12Q (9013.770000 sec): 3 clusters
  Score: Raw -144650.403622 + Penalty 2398.380450 = -142252.023172
  nChanged 13
		SP:Iteration 13Q (9013.920000 sec): 3 clusters
  Score: Raw -144659.355385 + Penalty 2398.380450 = -142260.974936
  nChanged 16
		SP:Iteration 14Q (9014.110000 sec): 3 clusters
  Score: Raw -144670.433233 + Penalty 2398.380450 = -142272.052784
  nChanged 13
		SP:Iteration 15Q (9014.310000 sec): 3 clusters
  Score: Raw -144681.514735 + Penalty 2398.380450 = -142283.134285
  nChanged 12
		SP:Iteration 16Q (9014.500000 sec): 3 clusters
  Score: Raw -144693.599250 + Penalty 2398.380450 = -142295.218801
  nChanged 11
		SP:Iteration 17Q (9014.620000 sec): 3 clusters
  Score: Raw -144703.854262 + Penalty 2398.380450 = -142305.473812
  nChanged 10
		SP:Iteration 18Q (9014.810000 sec): 3 clusters
  Score: Raw -144709.852948 + Penalty 2398.380450 = -142311.472499
  nChanged 5
		SP:Iteration 19Q (9014.980000 sec): 3 clusters
  Score: Raw -144712.081049 + Penalty 2398.380450 = -142313.700600
  nChanged 3
		SP:Iteration 20F (9015.190000 sec): 3 clusters
  Score: Raw -144715.287537 + Penalty 2398.380450 = -142316.907087
  nChanged 4
		SP:Iteration 21Q (9015.320000 sec): 3 clusters
  Score: Raw -144718.700417 + Penalty 2398.380450 = -142320.319968
  nChanged 4
		SP:Iteration 22Q (9015.490000 sec): 3 clusters
  Score: Raw -144721.757673 + Penalty 2398.380450 = -142323.377223
  nChanged 6
		SP:Iteration 23Q (9015.690000 sec): 3 clusters
  Score: Raw -144726.490387 + Penalty 2398.380450 = -142328.109937
  nChanged 5
		SP:Iteration 24Q (9015.860000 sec): 3 clusters
  Score: Raw -144730.861018 + Penalty 2398.380450 = -142332.480569
  nChanged 6
		SP:Iteration 25Q (9016.030000 sec): 3 clusters
  Score: Raw -144734.361255 + Penalty 2398.380450 = -142335.980805
  nChanged 4
		SP:Iteration 26Q (9016.190000 sec): 3 clusters
  Score: Raw -144736.537932 + Penalty 2398.380450 = -142338.157482
  nChanged 3
		SP:Iteration 27Q (9016.360000 sec): 3 clusters
  Score: Raw -144739.213359 + Penalty 2398.380450 = -142340.832910
  nChanged 1
		SP:Iteration 28Q (9016.590000 sec): 3 clusters
  Score: Raw -144739.785691 + Penalty 2398.380450 = -142341.405241
  nChanged 0
		SP:Iteration 29F (9016.720000 sec): 3 clusters
  Score: Raw -144739.785691 + Penalty 2398.380450 = -142341.405241
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 77 (639 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9016.800000 sec): 2 clusters
  Score: Raw -57711.176880 + Penalty 1049.734474 = -56661.442406
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9016.940000 sec): 3 clusters
  Score: Raw -57569.662845 + Penalty 2099.468948 = -55470.193898
  nChanged 175
		SP:Iteration 1F (9017.150000 sec): 3 clusters
  Score: Raw -57778.280617 + Penalty 2099.468948 = -55678.811670
  nChanged 52
		SP:Iteration 2F (9017.330000 sec): 3 clusters
  Score: Raw -57866.265278 + Penalty 2099.468948 = -55766.796330
  nChanged 35
		SP:Iteration 3F (9017.490000 sec): 3 clusters
  Score: Raw -57946.212592 + Penalty 2099.468948 = -55846.743645
  nChanged 28
		SP:Iteration 4Q (9017.670000 sec): 3 clusters
  Score: Raw -58000.205241 + Penalty 2099.468948 = -55900.736293
  nChanged 24
		SP:Iteration 5Q (9017.870000 sec): 3 clusters
  Score: Raw -58033.799865 + Penalty 2099.468948 = -55934.330917
  nChanged 12
		SP:Iteration 6Q (9018.020000 sec): 3 clusters
  Score: Raw -58058.569040 + Penalty 2099.468948 = -55959.100093
  nChanged 8
		SP:Iteration 7Q (9018.210000 sec): 3 clusters
  Score: Raw -58072.268522 + Penalty 2099.468948 = -55972.799574
  nChanged 4
		SP:Iteration 8Q (9018.380000 sec): 3 clusters
  Score: Raw -58076.143005 + Penalty 2099.468948 = -55976.674057
  nChanged 1
		SP:Iteration 9Q (9018.470000 sec): 3 clusters
  Score: Raw -58076.551700 + Penalty 2099.468948 = -55977.082752
  nChanged 0
		SP:Iteration 10F (9018.620000 sec): 3 clusters
  Score: Raw -58076.551700 + Penalty 2099.468948 = -55977.082752
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 78 (2844 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9018.710000 sec): 2 clusters
  Score: Raw -239324.199012 + Penalty 1292.357104 = -238031.841909
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9018.860000 sec): 3 clusters
  Score: Raw -238037.495365 + Penalty 2584.714207 = -235452.781158
  nChanged 1070
		SP:Iteration 1F (9019.000000 sec): 3 clusters
  Score: Raw -238674.629925 + Penalty 2584.714207 = -236089.915718
  nChanged 219
		SP:Iteration 2F (9019.170000 sec): 3 clusters
  Score: Raw -238802.833461 + Penalty 2584.714207 = -236218.119253
  nChanged 137
		SP:Iteration 3Q (9019.330000 sec): 3 clusters
  Score: Raw -238886.161603 + Penalty 2584.714207 = -236301.447395
  nChanged 116
		SP:Iteration 4Q (9019.510000 sec): 3 clusters
  Score: Raw -238949.545231 + Penalty 2584.714207 = -236364.831024
  nChanged 86
		SP:Iteration 5Q (9019.660000 sec): 3 clusters
  Score: Raw -239003.547441 + Penalty 2584.714207 = -236418.833234
  nChanged 78
		SP:Iteration 6Q (9019.800000 sec): 3 clusters
  Score: Raw -239052.276455 + Penalty 2584.714207 = -236467.562248
  nChanged 81
		SP:Iteration 7Q (9019.950000 sec): 3 clusters
  Score: Raw -239096.063640 + Penalty 2584.714207 = -236511.349433
  nChanged 69
		SP:Iteration 8Q (9020.090000 sec): 3 clusters
  Score: Raw -239140.250050 + Penalty 2584.714207 = -236555.535843
  nChanged 54
		SP:Iteration 9Q (9020.240000 sec): 3 clusters
  Score: Raw -239166.076694 + Penalty 2584.714207 = -236581.362487
  nChanged 51
		SP:Iteration 10Q (9020.420000 sec): 3 clusters
  Score: Raw -239201.297904 + Penalty 2584.714207 = -236616.583697
  nChanged 48
		SP:Iteration 11Q (9020.560000 sec): 3 clusters
  Score: Raw -239238.774106 + Penalty 2584.714207 = -236654.059899
  nChanged 46
		SP:Iteration 12Q (9020.720000 sec): 3 clusters
  Score: Raw -239266.030971 + Penalty 2584.714207 = -236681.316764
  nChanged 52
		SP:Iteration 13Q (9020.860000 sec): 3 clusters
  Score: Raw -239295.936157 + Penalty 2584.714207 = -236711.221950
  nChanged 50
		SP:Iteration 14Q (9021.010000 sec): 3 clusters
  Score: Raw -239328.971729 + Penalty 2584.714207 = -236744.257522
  nChanged 51
		SP:Iteration 15Q (9021.150000 sec): 3 clusters
  Score: Raw -239357.862725 + Penalty 2584.714207 = -236773.148518
  nChanged 57
		SP:Iteration 16Q (9021.350000 sec): 3 clusters
  Score: Raw -239399.431101 + Penalty 2584.714207 = -236814.716894
  nChanged 58
		SP:Iteration 17Q (9021.550000 sec): 3 clusters
  Score: Raw -239446.557856 + Penalty 2584.714207 = -236861.843649
  nChanged 57
		SP:Iteration 18Q (9021.720000 sec): 3 clusters
  Score: Raw -239496.731060 + Penalty 2584.714207 = -236912.016853
  nChanged 64
		SP:Iteration 19Q (9021.950000 sec): 3 clusters
  Score: Raw -239555.603033 + Penalty 2584.714207 = -236970.888826
  nChanged 67
		SP:Iteration 20F (9022.150000 sec): 3 clusters
  Score: Raw -239613.713679 + Penalty 2584.714207 = -237028.999472
  nChanged 60
		SP:Iteration 21Q (9022.370000 sec): 3 clusters
  Score: Raw -239673.821906 + Penalty 2584.714207 = -237089.107699
  nChanged 55
		SP:Iteration 22Q (9022.550000 sec): 3 clusters
  Score: Raw -239717.994565 + Penalty 2584.714207 = -237133.280358
  nChanged 42
		SP:Iteration 23Q (9022.720000 sec): 3 clusters
  Score: Raw -239758.412055 + Penalty 2584.714207 = -237173.697848
  nChanged 45
		SP:Iteration 24Q (9022.850000 sec): 3 clusters
  Score: Raw -239798.008038 + Penalty 2584.714207 = -237213.293831
  nChanged 41
		SP:Iteration 25Q (9023.040000 sec): 3 clusters
  Score: Raw -239832.816525 + Penalty 2584.714207 = -237248.102318
  nChanged 36
		SP:Iteration 26Q (9023.250000 sec): 3 clusters
  Score: Raw -239859.601233 + Penalty 2584.714207 = -237274.887026
  nChanged 29
		SP:Iteration 27Q (9023.420000 sec): 3 clusters
  Score: Raw -239877.610721 + Penalty 2584.714207 = -237292.896514
  nChanged 27
		SP:Iteration 28Q (9023.630000 sec): 3 clusters
  Score: Raw -239896.352909 + Penalty 2584.714207 = -237311.638702
  nChanged 30
		SP:Iteration 29Q (9023.830000 sec): 3 clusters
  Score: Raw -239912.399920 + Penalty 2584.714207 = -237327.685713
  nChanged 21
		SP:Iteration 30Q (9024.000000 sec): 3 clusters
  Score: Raw -239922.858823 + Penalty 2584.714207 = -237338.144616
  nChanged 22
		SP:Iteration 31Q (9024.210000 sec): 3 clusters
  Score: Raw -239938.538883 + Penalty 2584.714207 = -237353.824676
  nChanged 24
		SP:Iteration 32Q (9024.360000 sec): 3 clusters
  Score: Raw -239951.303368 + Penalty 2584.714207 = -237366.589161
  nChanged 17
		SP:Iteration 33Q (9024.520000 sec): 3 clusters
  Score: Raw -239962.451394 + Penalty 2584.714207 = -237377.737187
  nChanged 17
		SP:Iteration 34Q (9024.640000 sec): 3 clusters
  Score: Raw -239970.139372 + Penalty 2584.714207 = -237385.425165
  nChanged 9
		SP:Iteration 35Q (9024.810000 sec): 3 clusters
  Score: Raw -239973.318902 + Penalty 2584.714207 = -237388.604694
  nChanged 4
		SP:Iteration 36Q (9024.970000 sec): 3 clusters
  Score: Raw -239974.253914 + Penalty 2584.714207 = -237389.539707
  nChanged 2
		SP:Iteration 37Q (9025.190000 sec): 3 clusters
  Score: Raw -239974.820392 + Penalty 2584.714207 = -237390.106185
  nChanged 0
		SP:Iteration 38F (9025.390000 sec): 3 clusters
  Score: Raw -239974.820392 + Penalty 2584.714207 = -237390.106185
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 79 (1565 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9025.510000 sec): 2 clusters
  Score: Raw -122009.485588 + Penalty 1195.291679 = -120814.193909
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9025.710000 sec): 3 clusters
  Score: Raw -121425.428378 + Penalty 2390.583358 = -119034.845019
  nChanged 544
		SP:Iteration 1F (9025.900000 sec): 3 clusters
  Score: Raw -121881.209118 + Penalty 2390.583358 = -119490.625759
  nChanged 122
		SP:Iteration 2F (9026.040000 sec): 3 clusters
  Score: Raw -122018.165922 + Penalty 2390.583358 = -119627.582564
  nChanged 93
		SP:Iteration 3F (9026.200000 sec): 3 clusters
  Score: Raw -122124.268958 + Penalty 2390.583358 = -119733.685599
  nChanged 73
		SP:Iteration 4Q (9026.370000 sec): 3 clusters
  Score: Raw -122207.163469 + Penalty 2390.583358 = -119816.580110
  nChanged 62
		SP:Iteration 5Q (9026.590000 sec): 3 clusters
  Score: Raw -122318.166038 + Penalty 2390.583358 = -119927.582680
  nChanged 72
		SP:Iteration 6Q (9026.750000 sec): 3 clusters
  Score: Raw -122431.721577 + Penalty 2390.583358 = -120041.138218
  nChanged 67
		SP:Iteration 7Q (9026.940000 sec): 3 clusters
  Score: Raw -122540.802526 + Penalty 2390.583358 = -120150.219168
  nChanged 43
		SP:Iteration 8Q (9027.070000 sec): 3 clusters
  Score: Raw -122592.441272 + Penalty 2390.583358 = -120201.857913
  nChanged 24
		SP:Iteration 9Q (9027.240000 sec): 3 clusters
  Score: Raw -122616.069938 + Penalty 2390.583358 = -120225.486580
  nChanged 13
		SP:Iteration 10Q (9027.320000 sec): 3 clusters
  Score: Raw -122628.015967 + Penalty 2390.583358 = -120237.432609
  nChanged 8
		SP:Iteration 11Q (9027.530000 sec): 3 clusters
  Score: Raw -122634.030733 + Penalty 2390.583358 = -120243.447375
  nChanged 1
		SP:Iteration 12Q (9027.710000 sec): 3 clusters
  Score: Raw -122634.696297 + Penalty 2390.583358 = -120244.112939
  nChanged 2
		SP:Iteration 13Q (9027.930000 sec): 3 clusters
  Score: Raw -122635.888430 + Penalty 2390.583358 = -120245.305072
  nChanged 1
		SP:Iteration 14Q (9028.070000 sec): 3 clusters
  Score: Raw -122636.293377 + Penalty 2390.583358 = -120245.710019
  nChanged 0
		SP:Iteration 15F (9028.210000 sec): 3 clusters
  Score: Raw -122636.293377 + Penalty 2390.583358 = -120245.710019
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 80 (1942 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9028.320000 sec): 2 clusters
  Score: Raw -158930.499561 + Penalty 1230.364468 = -157700.135093
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9028.510000 sec): 3 clusters
  Score: Raw -158169.964516 + Penalty 2460.728936 = -155709.235581
  nChanged 684
		SP:Iteration 1F (9028.670000 sec): 3 clusters
  Score: Raw -158669.833340 + Penalty 2460.728936 = -156209.104404
  nChanged 157
		SP:Iteration 2F (9028.850000 sec): 3 clusters
  Score: Raw -158819.532263 + Penalty 2460.728936 = -156358.803327
  nChanged 115
		SP:Iteration 3F (9029.090000 sec): 3 clusters
  Score: Raw -158936.794530 + Penalty 2460.728936 = -156476.065594
  nChanged 95
		SP:Iteration 4Q (9029.240000 sec): 3 clusters
  Score: Raw -159030.476374 + Penalty 2460.728936 = -156569.747438
  nChanged 76
		SP:Iteration 5Q (9029.450000 sec): 3 clusters
  Score: Raw -159103.769665 + Penalty 2460.728936 = -156643.040729
  nChanged 70
		SP:Iteration 6Q (9029.610000 sec): 3 clusters
  Score: Raw -159197.105116 + Penalty 2460.728936 = -156736.376181
  nChanged 75
		SP:Iteration 7Q (9029.730000 sec): 3 clusters
  Score: Raw -159311.549911 + Penalty 2460.728936 = -156850.820975
  nChanged 64
		SP:Iteration 8Q (9029.910000 sec): 3 clusters
  Score: Raw -159440.322603 + Penalty 2460.728936 = -156979.593668
  nChanged 59
		SP:Iteration 9Q (9030.100000 sec): 3 clusters
  Score: Raw -159542.946161 + Penalty 2460.728936 = -157082.217225
  nChanged 46
		SP:Iteration 10Q (9030.260000 sec): 3 clusters
  Score: Raw -159612.701753 + Penalty 2460.728936 = -157151.972817
  nChanged 45
		SP:Iteration 11Q (9030.410000 sec): 3 clusters
  Score: Raw -159672.139833 + Penalty 2460.728936 = -157211.410897
  nChanged 40
		SP:Iteration 12Q (9030.550000 sec): 3 clusters
  Score: Raw -159711.973537 + Penalty 2460.728936 = -157251.244601
  nChanged 23
		SP:Iteration 13Q (9030.690000 sec): 3 clusters
  Score: Raw -159735.994275 + Penalty 2460.728936 = -157275.265339
  nChanged 23
		SP:Iteration 14Q (9030.830000 sec): 3 clusters
  Score: Raw -159754.562420 + Penalty 2460.728936 = -157293.833484
  nChanged 23
		SP:Iteration 15Q (9031.020000 sec): 3 clusters
  Score: Raw -159790.263460 + Penalty 2460.728936 = -157329.534524
  nChanged 19
		SP:Iteration 16Q (9031.190000 sec): 3 clusters
  Score: Raw -159815.333514 + Penalty 2460.728936 = -157354.604578
  nChanged 19
		SP:Iteration 17Q (9031.380000 sec): 3 clusters
  Score: Raw -159839.490315 + Penalty 2460.728936 = -157378.761380
  nChanged 15
		SP:Iteration 18Q (9031.520000 sec): 3 clusters
  Score: Raw -159851.835740 + Penalty 2460.728936 = -157391.106804
  nChanged 8
		SP:Iteration 19Q (9031.700000 sec): 3 clusters
  Score: Raw -159861.062527 + Penalty 2460.728936 = -157400.333592
  nChanged 13
		SP:Iteration 20F (9031.880000 sec): 3 clusters
  Score: Raw -159870.941801 + Penalty 2460.728936 = -157410.212865
  nChanged 11
		SP:Iteration 21Q (9032.010000 sec): 3 clusters
  Score: Raw -159881.861678 + Penalty 2460.728936 = -157421.132742
  nChanged 7
		SP:Iteration 22Q (9032.230000 sec): 3 clusters
  Score: Raw -159886.962288 + Penalty 2460.728936 = -157426.233352
  nChanged 4
		SP:Iteration 23Q (9032.400000 sec): 3 clusters
  Score: Raw -159888.711476 + Penalty 2460.728936 = -157427.982540
  nChanged 2
		SP:Iteration 24Q (9032.560000 sec): 3 clusters
  Score: Raw -159889.868443 + Penalty 2460.728936 = -157429.139507
  nChanged 4
		SP:Iteration 25Q (9032.710000 sec): 3 clusters
  Score: Raw -159893.499671 + Penalty 2460.728936 = -157432.770735
  nChanged 3
		SP:Iteration 26Q (9032.870000 sec): 3 clusters
  Score: Raw -159895.780242 + Penalty 2460.728936 = -157435.051306
  nChanged 2
		SP:Iteration 27Q (9033.030000 sec): 3 clusters
  Score: Raw -159897.136311 + Penalty 2460.728936 = -157436.407376
  nChanged 2
		SP:Iteration 28Q (9033.270000 sec): 3 clusters
  Score: Raw -159899.415127 + Penalty 2460.728936 = -157438.686191
  nChanged 0
		SP:Iteration 29F (9033.420000 sec): 3 clusters
  Score: Raw -159899.415127 + Penalty 2460.728936 = -157438.686191
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 81 (4320 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9033.500000 sec): 2 clusters
  Score: Raw -350828.524757 + Penalty 1360.289236 = -349468.235521
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9033.650000 sec): 3 clusters
  Score: Raw -348595.206334 + Penalty 2720.578471 = -345874.627862
  nChanged 1791
		SP:Iteration 1F (9033.800000 sec): 3 clusters
  Score: Raw -349651.947571 + Penalty 2720.578471 = -346931.369099
  nChanged 322
		SP:Iteration 2F (9033.950000 sec): 3 clusters
  Score: Raw -349863.246810 + Penalty 2720.578471 = -347142.668339
  nChanged 257
		SP:Iteration 3F (9034.090000 sec): 3 clusters
  Score: Raw -350051.932116 + Penalty 2720.578471 = -347331.353644
  nChanged 260
		SP:Iteration 4F (9034.230000 sec): 3 clusters
  Score: Raw -350240.444155 + Penalty 2720.578471 = -347519.865684
  nChanged 224
		SP:Iteration 5F (9034.410000 sec): 3 clusters
  Score: Raw -350421.814498 + Penalty 2720.578471 = -347701.236027
  nChanged 192
		SP:Iteration 6Q (9034.520000 sec): 3 clusters
  Score: Raw -350605.785103 + Penalty 2720.578471 = -347885.206631
  nChanged 206
		SP:Iteration 7Q (9034.710000 sec): 3 clusters
  Score: Raw -350880.443130 + Penalty 2720.578471 = -348159.864658
  nChanged 236
		SP:Iteration 8F (9034.920000 sec): 3 clusters
  Score: Raw -351250.199688 + Penalty 2720.578471 = -348529.621216
  nChanged 249
		SP:Iteration 9F (9035.040000 sec): 3 clusters
  Score: Raw -351557.156163 + Penalty 2720.578471 = -348836.577692
  nChanged 234
		SP:Iteration 10F (9035.240000 sec): 3 clusters
  Score: Raw -351820.206687 + Penalty 2720.578471 = -349099.628216
  nChanged 201
		SP:Iteration 11Q (9035.370000 sec): 3 clusters
  Score: Raw -352104.375382 + Penalty 2720.578471 = -349383.796910
  nChanged 208
		SP:Iteration 12Q (9035.510000 sec): 3 clusters
  Score: Raw -352380.510479 + Penalty 2720.578471 = -349659.932007
  nChanged 169
		SP:Iteration 13Q (9035.650000 sec): 3 clusters
  Score: Raw -352581.001899 + Penalty 2720.578471 = -349860.423428
  nChanged 124
		SP:Iteration 14Q (9035.890000 sec): 3 clusters
  Score: Raw -352715.502184 + Penalty 2720.578471 = -349994.923713
  nChanged 86
		SP:Iteration 15Q (9036.080000 sec): 3 clusters
  Score: Raw -352800.711411 + Penalty 2720.578471 = -350080.132939
  nChanged 67
		SP:Iteration 16Q (9036.320000 sec): 3 clusters
  Score: Raw -352851.197054 + Penalty 2720.578471 = -350130.618582
  nChanged 49
		SP:Iteration 17Q (9036.530000 sec): 3 clusters
  Score: Raw -352891.566289 + Penalty 2720.578471 = -350170.987817
  nChanged 40
		SP:Iteration 18Q (9036.690000 sec): 3 clusters
  Score: Raw -352916.973112 + Penalty 2720.578471 = -350196.394640
  nChanged 29
		SP:Iteration 19Q (9036.820000 sec): 3 clusters
  Score: Raw -352936.612103 + Penalty 2720.578471 = -350216.033631
  nChanged 26
		SP:Iteration 20F (9036.970000 sec): 3 clusters
  Score: Raw -352949.971207 + Penalty 2720.578471 = -350229.392735
  nChanged 14
		SP:Iteration 21Q (9037.190000 sec): 3 clusters
  Score: Raw -352956.874912 + Penalty 2720.578471 = -350236.296441
  nChanged 11
		SP:Iteration 22Q (9037.400000 sec): 3 clusters
  Score: Raw -352961.508481 + Penalty 2720.578471 = -350240.930009
  nChanged 8
		SP:Iteration 23Q (9037.590000 sec): 3 clusters
  Score: Raw -352966.782774 + Penalty 2720.578471 = -350246.204302
  nChanged 8
		SP:Iteration 24Q (9037.810000 sec): 3 clusters
  Score: Raw -352969.465808 + Penalty 2720.578471 = -350248.887336
  nChanged 7
		SP:Iteration 25Q (9037.960000 sec): 3 clusters
  Score: Raw -352971.193016 + Penalty 2720.578471 = -350250.614544
  nChanged 3
		SP:Iteration 26Q (9038.180000 sec): 3 clusters
  Score: Raw -352971.738899 + Penalty 2720.578471 = -350251.160428
  nChanged 3
		SP:Iteration 27Q (9038.340000 sec): 3 clusters
  Score: Raw -352972.457556 + Penalty 2720.578471 = -350251.879084
  nChanged 2
		SP:Iteration 28Q (9038.550000 sec): 3 clusters
  Score: Raw -352972.975380 + Penalty 2720.578471 = -350252.396908
  nChanged 0
		SP:Iteration 29F (9038.730000 sec): 3 clusters
  Score: Raw -352972.975380 + Penalty 2720.578471 = -350252.396908
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 102.
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 82 (10612 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9038.940000 sec): 2 clusters
  Score: Raw -923860.085323 + Penalty 1506.332866 = -922353.752457
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9039.180000 sec): 3 clusters
  Score: Raw -917805.770016 + Penalty 3012.665732 = -914793.104284
  nChanged 4544
		SP:Iteration 1F (9039.430000 sec): 3 clusters
  Score: Raw -920244.364215 + Penalty 3012.665732 = -917231.698482
  nChanged 737
		SP:Iteration 2F (9039.600000 sec): 3 clusters
  Score: Raw -920595.875239 + Penalty 3012.665732 = -917583.209506
  nChanged 628
		SP:Iteration 3F (9039.760000 sec): 3 clusters
  Score: Raw -920954.240456 + Penalty 3012.665732 = -917941.574723
  nChanged 628
		SP:Iteration 4F (9040.010000 sec): 3 clusters
  Score: Raw -921406.417635 + Penalty 3012.665732 = -918393.751902
  nChanged 672
		SP:Iteration 5F (9040.250000 sec): 3 clusters
  Score: Raw -921914.063549 + Penalty 3012.665732 = -918901.397816
  nChanged 624
		SP:Iteration 6F (9040.480000 sec): 3 clusters
  Score: Raw -922368.308455 + Penalty 3012.665732 = -919355.642723
  nChanged 527
		SP:Iteration 7Q (9040.740000 sec): 3 clusters
  Score: Raw -922660.680336 + Penalty 3012.665732 = -919648.014604
  nChanged 400
		SP:Iteration 8Q (9040.940000 sec): 3 clusters
  Score: Raw -922832.334741 + Penalty 3012.665732 = -919819.669008
  nChanged 321
		SP:Iteration 9Q (9041.110000 sec): 3 clusters
  Score: Raw -922954.120143 + Penalty 3012.665732 = -919941.454410
  nChanged 263
		SP:Iteration 10Q (9041.360000 sec): 3 clusters
  Score: Raw -923047.227886 + Penalty 3012.665732 = -920034.562154
  nChanged 199
		SP:Iteration 11Q (9041.580000 sec): 3 clusters
  Score: Raw -923117.462840 + Penalty 3012.665732 = -920104.797108
  nChanged 187
		SP:Iteration 12Q (9041.850000 sec): 3 clusters
  Score: Raw -923185.944819 + Penalty 3012.665732 = -920173.279086
  nChanged 165
		SP:Iteration 13Q (9042.050000 sec): 3 clusters
  Score: Raw -923245.090036 + Penalty 3012.665732 = -920232.424304
  nChanged 157
		SP:Iteration 14Q (9042.290000 sec): 3 clusters
  Score: Raw -923307.310900 + Penalty 3012.665732 = -920294.645168
  nChanged 166
		SP:Iteration 15Q (9042.510000 sec): 3 clusters
  Score: Raw -923368.203437 + Penalty 3012.665732 = -920355.537705
  nChanged 155
		SP:Iteration 16Q (9042.740000 sec): 3 clusters
  Score: Raw -923418.776274 + Penalty 3012.665732 = -920406.110541
  nChanged 153
		SP:Iteration 17Q (9042.940000 sec): 3 clusters
  Score: Raw -923475.022335 + Penalty 3012.665732 = -920462.356602
  nChanged 161
		SP:Iteration 18Q (9043.200000 sec): 3 clusters
  Score: Raw -923546.631969 + Penalty 3012.665732 = -920533.966237
  nChanged 142
		SP:Iteration 19Q (9043.440000 sec): 3 clusters
  Score: Raw -923620.093641 + Penalty 3012.665732 = -920607.427908
  nChanged 144
		SP:Iteration 20F (9043.680000 sec): 3 clusters
  Score: Raw -923689.089284 + Penalty 3012.665732 = -920676.423551
  nChanged 132
		SP:Iteration 21Q (9043.950000 sec): 3 clusters
  Score: Raw -923748.372647 + Penalty 3012.665732 = -920735.706914
  nChanged 115
		SP:Iteration 22Q (9044.150000 sec): 3 clusters
  Score: Raw -923800.824322 + Penalty 3012.665732 = -920788.158590
  nChanged 113
		SP:Iteration 23Q (9044.380000 sec): 3 clusters
  Score: Raw -923852.723280 + Penalty 3012.665732 = -920840.057547
  nChanged 86
		SP:Iteration 24Q (9044.620000 sec): 3 clusters
  Score: Raw -923886.578514 + Penalty 3012.665732 = -920873.912781
  nChanged 83
		SP:Iteration 25Q (9044.900000 sec): 3 clusters
  Score: Raw -923917.019781 + Penalty 3012.665732 = -920904.354048
  nChanged 75
		SP:Iteration 26Q (9045.090000 sec): 3 clusters
  Score: Raw -923942.224469 + Penalty 3012.665732 = -920929.558737
  nChanged 58
		SP:Iteration 27Q (9045.410000 sec): 3 clusters
  Score: Raw -923964.013419 + Penalty 3012.665732 = -920951.347686
  nChanged 60
		SP:Iteration 28Q (9045.640000 sec): 3 clusters
  Score: Raw -923990.279681 + Penalty 3012.665732 = -920977.613949
  nChanged 56
		SP:Iteration 29Q (9045.870000 sec): 3 clusters
  Score: Raw -924010.962712 + Penalty 3012.665732 = -920998.296980
  nChanged 43
		SP:Iteration 30Q (9046.080000 sec): 3 clusters
  Score: Raw -924026.812096 + Penalty 3012.665732 = -921014.146363
  nChanged 41
		SP:Iteration 31Q (9046.300000 sec): 3 clusters
  Score: Raw -924043.064797 + Penalty 3012.665732 = -921030.399064
  nChanged 34
		SP:Iteration 32Q (9046.560000 sec): 3 clusters
  Score: Raw -924057.423692 + Penalty 3012.665732 = -921044.757959
  nChanged 36
		SP:Iteration 33Q (9046.760000 sec): 3 clusters
  Score: Raw -924072.447046 + Penalty 3012.665732 = -921059.781313
  nChanged 29
		SP:Iteration 34Q (9046.910000 sec): 3 clusters
  Score: Raw -924083.000528 + Penalty 3012.665732 = -921070.334795
  nChanged 18
		SP:Iteration 35Q (9047.140000 sec): 3 clusters
  Score: Raw -924089.746703 + Penalty 3012.665732 = -921077.080971
  nChanged 22
		SP:Iteration 36Q (9047.370000 sec): 3 clusters
  Score: Raw -924098.355453 + Penalty 3012.665732 = -921085.689721
  nChanged 23
		SP:Iteration 37Q (9047.600000 sec): 3 clusters
  Score: Raw -924107.069459 + Penalty 3012.665732 = -921094.403727
  nChanged 23
		SP:Iteration 38Q (9047.790000 sec): 3 clusters
  Score: Raw -924113.864113 + Penalty 3012.665732 = -921101.198380
  nChanged 19
		SP:Iteration 39Q (9048.030000 sec): 3 clusters
  Score: Raw -924118.709747 + Penalty 3012.665732 = -921106.044015
  nChanged 10
		SP:Iteration 40F (9048.250000 sec): 3 clusters
  Score: Raw -924121.655676 + Penalty 3012.665732 = -921108.989943
  nChanged 9
		SP:Iteration 41Q (9048.480000 sec): 3 clusters
  Score: Raw -924125.409706 + Penalty 3012.665732 = -921112.743974
  nChanged 10
		SP:Iteration 42Q (9048.710000 sec): 3 clusters
  Score: Raw -924129.517139 + Penalty 3012.665732 = -921116.851407
  nChanged 13
		SP:Iteration 43Q (9048.910000 sec): 3 clusters
  Score: Raw -924135.268584 + Penalty 3012.665732 = -921122.602851
  nChanged 14
		SP:Iteration 44Q (9049.120000 sec): 3 clusters
  Score: Raw -924140.926562 + Penalty 3012.665732 = -921128.260830
  nChanged 13
		SP:Iteration 45Q (9049.320000 sec): 3 clusters
  Score: Raw -924146.814732 + Penalty 3012.665732 = -921134.148999
  nChanged 16
		SP:Iteration 46Q (9049.520000 sec): 3 clusters
  Score: Raw -924152.236748 + Penalty 3012.665732 = -921139.571015
  nChanged 13
		SP:Iteration 47Q (9049.760000 sec): 3 clusters
  Score: Raw -924157.032512 + Penalty 3012.665732 = -921144.366779
  nChanged 11
		SP:Iteration 48Q (9050.040000 sec): 3 clusters
  Score: Raw -924162.277073 + Penalty 3012.665732 = -921149.611341
  nChanged 13
		SP:Iteration 49Q (9050.300000 sec): 3 clusters
  Score: Raw -924166.813117 + Penalty 3012.665732 = -921154.147385
  nChanged 7
		SP:Iteration 50Q (9050.500000 sec): 3 clusters
  Score: Raw -924170.933825 + Penalty 3012.665732 = -921158.268093
  nChanged 12
		SP:Iteration 51Q (9050.700000 sec): 3 clusters
  Score: Raw -924175.718130 + Penalty 3012.665732 = -921163.052398
  nChanged 14
		SP:Iteration 52Q (9050.890000 sec): 3 clusters
  Score: Raw -924181.129910 + Penalty 3012.665732 = -921168.464178
  nChanged 10
		SP:Iteration 53Q (9051.180000 sec): 3 clusters
  Score: Raw -924185.894306 + Penalty 3012.665732 = -921173.228573
  nChanged 10
		SP:Iteration 54Q (9051.410000 sec): 3 clusters
  Score: Raw -924189.498944 + Penalty 3012.665732 = -921176.833211
  nChanged 8
		SP:Iteration 55Q (9051.600000 sec): 3 clusters
  Score: Raw -924192.157387 + Penalty 3012.665732 = -921179.491655
  nChanged 3
		SP:Iteration 56Q (9051.850000 sec): 3 clusters
  Score: Raw -924192.923712 + Penalty 3012.665732 = -921180.257980
  nChanged 4
		SP:Iteration 57Q (9052.080000 sec): 3 clusters
  Score: Raw -924194.511472 + Penalty 3012.665732 = -921181.845740
  nChanged 5
		SP:Iteration 58Q (9052.330000 sec): 3 clusters
  Score: Raw -924195.487409 + Penalty 3012.665732 = -921182.821676
  nChanged 5
		SP:Iteration 59Q (9052.540000 sec): 3 clusters
  Score: Raw -924197.518494 + Penalty 3012.665732 = -921184.852762
  nChanged 7
		SP:Iteration 60F (9052.760000 sec): 3 clusters
  Score: Raw -924199.572214 + Penalty 3012.665732 = -921186.906481
  nChanged 5
		SP:Iteration 61Q (9053.040000 sec): 3 clusters
  Score: Raw -924202.065820 + Penalty 3012.665732 = -921189.400088
  nChanged 7
		SP:Iteration 62Q (9053.270000 sec): 3 clusters
  Score: Raw -924205.286126 + Penalty 3012.665732 = -921192.620393
  nChanged 4
		SP:Iteration 63Q (9053.490000 sec): 3 clusters
  Score: Raw -924206.879620 + Penalty 3012.665732 = -921194.213888
  nChanged 5
		SP:Iteration 64Q (9053.710000 sec): 3 clusters
  Score: Raw -924208.371863 + Penalty 3012.665732 = -921195.706130
  nChanged 6
		SP:Iteration 65Q (9053.930000 sec): 3 clusters
  Score: Raw -924210.010612 + Penalty 3012.665732 = -921197.344880
  nChanged 4
		SP:Iteration 66Q (9054.160000 sec): 3 clusters
  Score: Raw -924211.804197 + Penalty 3012.665732 = -921199.138465
  nChanged 8
		SP:Iteration 67Q (9054.400000 sec): 3 clusters
  Score: Raw -924213.936073 + Penalty 3012.665732 = -921201.270341
  nChanged 7
		SP:Iteration 68Q (9054.640000 sec): 3 clusters
  Score: Raw -924216.284136 + Penalty 3012.665732 = -921203.618404
  nChanged 10
		SP:Iteration 69Q (9054.860000 sec): 3 clusters
  Score: Raw -924219.026949 + Penalty 3012.665732 = -921206.361217
  nChanged 6
		SP:Iteration 70Q (9055.130000 sec): 3 clusters
  Score: Raw -924222.000371 + Penalty 3012.665732 = -921209.334639
  nChanged 5
		SP:Iteration 71Q (9055.380000 sec): 3 clusters
  Score: Raw -924223.301960 + Penalty 3012.665732 = -921210.636227
  nChanged 5
		SP:Iteration 72Q (9055.620000 sec): 3 clusters
  Score: Raw -924225.020154 + Penalty 3012.665732 = -921212.354422
  nChanged 4
		SP:Iteration 73Q (9055.810000 sec): 3 clusters
  Score: Raw -924227.773198 + Penalty 3012.665732 = -921215.107466
  nChanged 7
		SP:Iteration 74Q (9056.050000 sec): 3 clusters
  Score: Raw -924230.857975 + Penalty 3012.665732 = -921218.192242
  nChanged 8
		SP:Iteration 75Q (9056.280000 sec): 3 clusters
  Score: Raw -924234.319632 + Penalty 3012.665732 = -921221.653899
  nChanged 7
		SP:Iteration 76Q (9056.480000 sec): 3 clusters
  Score: Raw -924236.595756 + Penalty 3012.665732 = -921223.930024
  nChanged 6
		SP:Iteration 77Q (9056.730000 sec): 3 clusters
  Score: Raw -924238.682319 + Penalty 3012.665732 = -921226.016587
  nChanged 2
		SP:Iteration 78Q (9056.990000 sec): 3 clusters
  Score: Raw -924239.582278 + Penalty 3012.665732 = -921226.916546
  nChanged 8
		SP:Iteration 79Q (9057.230000 sec): 3 clusters
  Score: Raw -924244.495824 + Penalty 3012.665732 = -921231.830092
  nChanged 5
		SP:Iteration 80F (9057.480000 sec): 3 clusters
  Score: Raw -924247.120403 + Penalty 3012.665732 = -921234.454670
  nChanged 6
		SP:Iteration 81Q (9057.690000 sec): 3 clusters
  Score: Raw -924249.128558 + Penalty 3012.665732 = -921236.462826
  nChanged 6
		SP:Iteration 82Q (9057.950000 sec): 3 clusters
  Score: Raw -924251.442624 + Penalty 3012.665732 = -921238.776892
  nChanged 5
		SP:Iteration 83Q (9058.130000 sec): 3 clusters
  Score: Raw -924253.539217 + Penalty 3012.665732 = -921240.873485
  nChanged 5
		SP:Iteration 84Q (9058.380000 sec): 3 clusters
  Score: Raw -924256.416606 + Penalty 3012.665732 = -921243.750874
  nChanged 12
		SP:Iteration 85Q (9058.590000 sec): 3 clusters
  Score: Raw -924262.047596 + Penalty 3012.665732 = -921249.381863
  nChanged 11
		SP:Iteration 86Q (9058.850000 sec): 3 clusters
  Score: Raw -924267.357047 + Penalty 3012.665732 = -921254.691314
  nChanged 8
		SP:Iteration 87Q (9059.120000 sec): 3 clusters
  Score: Raw -924270.870169 + Penalty 3012.665732 = -921258.204437
  nChanged 5
		SP:Iteration 88Q (9059.310000 sec): 3 clusters
  Score: Raw -924273.134102 + Penalty 3012.665732 = -921260.468369
  nChanged 4
		SP:Iteration 89Q (9059.560000 sec): 3 clusters
  Score: Raw -924274.838319 + Penalty 3012.665732 = -921262.172586
  nChanged 4
		SP:Iteration 90Q (9059.790000 sec): 3 clusters
  Score: Raw -924276.542934 + Penalty 3012.665732 = -921263.877201
  nChanged 4
		SP:Iteration 91Q (9060.050000 sec): 3 clusters
  Score: Raw -924278.115152 + Penalty 3012.665732 = -921265.449420
  nChanged 3
		SP:Iteration 92Q (9060.270000 sec): 3 clusters
  Score: Raw -924279.262185 + Penalty 3012.665732 = -921266.596452
  nChanged 2
		SP:Iteration 93Q (9060.480000 sec): 3 clusters
  Score: Raw -924279.701085 + Penalty 3012.665732 = -921267.035352
  nChanged 4
		SP:Iteration 94Q (9060.690000 sec): 3 clusters
  Score: Raw -924281.562488 + Penalty 3012.665732 = -921268.896755
  nChanged 2
		SP:Iteration 95Q (9060.930000 sec): 3 clusters
  Score: Raw -924282.257590 + Penalty 3012.665732 = -921269.591857
  nChanged 1
		SP:Iteration 96Q (9061.210000 sec): 3 clusters
  Score: Raw -924282.361819 + Penalty 3012.665732 = -921269.696087
  nChanged 0
		SP:Iteration 97F (9061.420000 sec): 3 clusters
  Score: Raw -924282.361819 + Penalty 3012.665732 = -921269.696087
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 83 (1208 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9061.510000 sec): 2 clusters
  Score: Raw -91066.839954 + Penalty 1153.217224 = -89913.622730
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9061.670000 sec): 3 clusters
  Score: Raw -90675.741499 + Penalty 2306.434448 = -88369.307051
  nChanged 338
		SP:Iteration 1F (9061.840000 sec): 3 clusters
  Score: Raw -91013.383038 + Penalty 2306.434448 = -88706.948590
  nChanged 114
		SP:Iteration 2F (9062.010000 sec): 3 clusters
  Score: Raw -91185.596816 + Penalty 2306.434448 = -88879.162368
  nChanged 85
		SP:Iteration 3F (9062.170000 sec): 3 clusters
  Score: Raw -91318.353778 + Penalty 2306.434448 = -89011.919330
  nChanged 66
		SP:Iteration 4F (9062.300000 sec): 3 clusters
  Score: Raw -91431.679588 + Penalty 2306.434448 = -89125.245140
  nChanged 71
		SP:Iteration 5F (9062.440000 sec): 3 clusters
  Score: Raw -91555.208901 + Penalty 2306.434448 = -89248.774453
  nChanged 42
		SP:Iteration 6Q (9062.610000 sec): 3 clusters
  Score: Raw -91637.648020 + Penalty 2306.434448 = -89331.213572
  nChanged 37
		SP:Iteration 7Q (9062.750000 sec): 3 clusters
  Score: Raw -91691.141724 + Penalty 2306.434448 = -89384.707276
  nChanged 25
		SP:Iteration 8Q (9062.890000 sec): 3 clusters
  Score: Raw -91735.090986 + Penalty 2306.434448 = -89428.656538
  nChanged 17
		SP:Iteration 9Q (9063.020000 sec): 3 clusters
  Score: Raw -91766.667853 + Penalty 2306.434448 = -89460.233405
  nChanged 8
		SP:Iteration 10Q (9063.240000 sec): 3 clusters
  Score: Raw -91774.933157 + Penalty 2306.434448 = -89468.498709
  nChanged 5
		SP:Iteration 11Q (9063.360000 sec): 3 clusters
  Score: Raw -91780.133847 + Penalty 2306.434448 = -89473.699399
  nChanged 4
		SP:Iteration 12Q (9063.520000 sec): 3 clusters
  Score: Raw -91782.613185 + Penalty 2306.434448 = -89476.178737
  nChanged 0
		SP:Iteration 13F (9063.720000 sec): 3 clusters
  Score: Raw -91782.613185 + Penalty 2306.434448 = -89476.178737
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 84 (2033 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9063.820000 sec): 2 clusters
  Score: Raw -166814.361820 + Penalty 1237.806020 = -165576.555800
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9064.060000 sec): 3 clusters
  Score: Raw -165943.983604 + Penalty 2475.612039 = -163468.371564
  nChanged 744
		SP:Iteration 1F (9064.190000 sec): 3 clusters
  Score: Raw -166430.725982 + Penalty 2475.612039 = -163955.113943
  nChanged 175
		SP:Iteration 2F (9064.350000 sec): 3 clusters
  Score: Raw -166623.899518 + Penalty 2475.612039 = -164148.287478
  nChanged 150
		SP:Iteration 3F (9064.460000 sec): 3 clusters
  Score: Raw -166790.561631 + Penalty 2475.612039 = -164314.949592
  nChanged 134
		SP:Iteration 4F (9064.600000 sec): 3 clusters
  Score: Raw -166964.735193 + Penalty 2475.612039 = -164489.123153
  nChanged 119
		SP:Iteration 5F (9064.690000 sec): 3 clusters
  Score: Raw -167087.970720 + Penalty 2475.612039 = -164612.358681
  nChanged 81
		SP:Iteration 6Q (9064.830000 sec): 3 clusters
  Score: Raw -167190.848368 + Penalty 2475.612039 = -164715.236329
  nChanged 69
		SP:Iteration 7Q (9064.980000 sec): 3 clusters
  Score: Raw -167260.418864 + Penalty 2475.612039 = -164784.806824
  nChanged 61
		SP:Iteration 8Q (9065.120000 sec): 3 clusters
  Score: Raw -167339.700413 + Penalty 2475.612039 = -164864.088373
  nChanged 75
		SP:Iteration 9Q (9065.250000 sec): 3 clusters
  Score: Raw -167470.830871 + Penalty 2475.612039 = -164995.218832
  nChanged 72
		SP:Iteration 10Q (9065.400000 sec): 3 clusters
  Score: Raw -167600.892105 + Penalty 2475.612039 = -165125.280066
  nChanged 76
		SP:Iteration 11Q (9065.620000 sec): 3 clusters
  Score: Raw -167731.413873 + Penalty 2475.612039 = -165255.801833
  nChanged 69
		SP:Iteration 12Q (9065.760000 sec): 3 clusters
  Score: Raw -167833.466516 + Penalty 2475.612039 = -165357.854476
  nChanged 37
		SP:Iteration 13Q (9065.960000 sec): 3 clusters
  Score: Raw -167867.881706 + Penalty 2475.612039 = -165392.269667
  nChanged 17
		SP:Iteration 14Q (9066.170000 sec): 3 clusters
  Score: Raw -167885.534364 + Penalty 2475.612039 = -165409.922324
  nChanged 14
		SP:Iteration 15Q (9066.410000 sec): 3 clusters
  Score: Raw -167896.292594 + Penalty 2475.612039 = -165420.680554
  nChanged 6
		SP:Iteration 16Q (9066.580000 sec): 3 clusters
  Score: Raw -167903.260659 + Penalty 2475.612039 = -165427.648619
  nChanged 8
		SP:Iteration 17Q (9066.750000 sec): 3 clusters
  Score: Raw -167909.621314 + Penalty 2475.612039 = -165434.009275
  nChanged 5
		SP:Iteration 18Q (9066.900000 sec): 3 clusters
  Score: Raw -167912.877787 + Penalty 2475.612039 = -165437.265747
  nChanged 3
		SP:Iteration 19Q (9067.050000 sec): 3 clusters
  Score: Raw -167914.580860 + Penalty 2475.612039 = -165438.968821
  nChanged 4
		SP:Iteration 20F (9067.260000 sec): 3 clusters
  Score: Raw -167915.896886 + Penalty 2475.612039 = -165440.284846
  nChanged 4
		SP:Iteration 21Q (9067.450000 sec): 3 clusters
  Score: Raw -167917.794293 + Penalty 2475.612039 = -165442.182253
  nChanged 2
		SP:Iteration 22Q (9067.600000 sec): 3 clusters
  Score: Raw -167919.790744 + Penalty 2475.612039 = -165444.178704
  nChanged 1
		SP:Iteration 23Q (9067.770000 sec): 3 clusters
  Score: Raw -167920.296821 + Penalty 2475.612039 = -165444.684782
  nChanged 0
		SP:Iteration 24F (9067.950000 sec): 3 clusters
  Score: Raw -167920.296821 + Penalty 2475.612039 = -165444.684782
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 85 (5181 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9068.060000 sec): 2 clusters
  Score: Raw -431016.102049 + Penalty 1389.822422 = -429626.279627
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9068.290000 sec): 3 clusters
  Score: Raw -428327.260097 + Penalty 2779.644844 = -425547.615253
  nChanged 2123
		SP:Iteration 1F (9068.490000 sec): 3 clusters
  Score: Raw -429487.462222 + Penalty 2779.644844 = -426707.817378
  nChanged 377
		SP:Iteration 2F (9068.680000 sec): 3 clusters
  Score: Raw -429723.680402 + Penalty 2779.644844 = -426944.035558
  nChanged 292
		SP:Iteration 3F (9068.970000 sec): 3 clusters
  Score: Raw -429897.887014 + Penalty 2779.644844 = -427118.242170
  nChanged 230
		SP:Iteration 4Q (9069.130000 sec): 3 clusters
  Score: Raw -430063.150521 + Penalty 2779.644844 = -427283.505677
  nChanged 247
		SP:Iteration 5Q (9069.390000 sec): 3 clusters
  Score: Raw -430254.808557 + Penalty 2779.644844 = -427475.163713
  nChanged 244
		SP:Iteration 6Q (9069.590000 sec): 3 clusters
  Score: Raw -430444.504332 + Penalty 2779.644844 = -427664.859487
  nChanged 209
		SP:Iteration 7Q (9069.800000 sec): 3 clusters
  Score: Raw -430608.757682 + Penalty 2779.644844 = -427829.112837
  nChanged 227
		SP:Iteration 8Q (9070.010000 sec): 3 clusters
  Score: Raw -430785.041803 + Penalty 2779.644844 = -428005.396959
  nChanged 212
		SP:Iteration 9Q (9070.240000 sec): 3 clusters
  Score: Raw -430946.911579 + Penalty 2779.644844 = -428167.266735
  nChanged 186
		SP:Iteration 10Q (9070.410000 sec): 3 clusters
  Score: Raw -431087.113929 + Penalty 2779.644844 = -428307.469085
  nChanged 164
		SP:Iteration 11Q (9070.580000 sec): 3 clusters
  Score: Raw -431194.695518 + Penalty 2779.644844 = -428415.050674
  nChanged 138
		SP:Iteration 12Q (9070.790000 sec): 3 clusters
  Score: Raw -431314.445570 + Penalty 2779.644844 = -428534.800726
  nChanged 157
		SP:Iteration 13Q (9071.050000 sec): 3 clusters
  Score: Raw -431463.009419 + Penalty 2779.644844 = -428683.364575
  nChanged 134
		SP:Iteration 14Q (9071.240000 sec): 3 clusters
  Score: Raw -431580.765779 + Penalty 2779.644844 = -428801.120935
  nChanged 123
		SP:Iteration 15Q (9071.410000 sec): 3 clusters
  Score: Raw -431681.303434 + Penalty 2779.644844 = -428901.658590
  nChanged 119
		SP:Iteration 16Q (9071.640000 sec): 3 clusters
  Score: Raw -431786.067011 + Penalty 2779.644844 = -429006.422167
  nChanged 113
		SP:Iteration 17Q (9071.840000 sec): 3 clusters
  Score: Raw -431871.130862 + Penalty 2779.644844 = -429091.486018
  nChanged 80
		SP:Iteration 18Q (9072.090000 sec): 3 clusters
  Score: Raw -431911.808249 + Penalty 2779.644844 = -429132.163405
  nChanged 50
		SP:Iteration 19Q (9072.250000 sec): 3 clusters
  Score: Raw -431931.879252 + Penalty 2779.644844 = -429152.234408
  nChanged 44
		SP:Iteration 20F (9072.450000 sec): 3 clusters
  Score: Raw -431952.887370 + Penalty 2779.644844 = -429173.242526
  nChanged 46
		SP:Iteration 21Q (9072.630000 sec): 3 clusters
  Score: Raw -431969.970131 + Penalty 2779.644844 = -429190.325287
  nChanged 35
		SP:Iteration 22Q (9072.840000 sec): 3 clusters
  Score: Raw -431982.254103 + Penalty 2779.644844 = -429202.609259
  nChanged 30
		SP:Iteration 23Q (9072.980000 sec): 3 clusters
  Score: Raw -431991.750881 + Penalty 2779.644844 = -429212.106037
  nChanged 25
		SP:Iteration 24Q (9073.180000 sec): 3 clusters
  Score: Raw -431999.676641 + Penalty 2779.644844 = -429220.031797
  nChanged 18
		SP:Iteration 25Q (9073.430000 sec): 3 clusters
  Score: Raw -432005.275209 + Penalty 2779.644844 = -429225.630365
  nChanged 14
		SP:Iteration 26Q (9073.600000 sec): 3 clusters
  Score: Raw -432009.894172 + Penalty 2779.644844 = -429230.249328
  nChanged 11
		SP:Iteration 27Q (9073.840000 sec): 3 clusters
  Score: Raw -432012.353453 + Penalty 2779.644844 = -429232.708609
  nChanged 9
		SP:Iteration 28Q (9074.030000 sec): 3 clusters
  Score: Raw -432014.560003 + Penalty 2779.644844 = -429234.915159
  nChanged 11
		SP:Iteration 29Q (9074.210000 sec): 3 clusters
  Score: Raw -432017.120395 + Penalty 2779.644844 = -429237.475551
  nChanged 4
		SP:Iteration 30Q (9074.410000 sec): 3 clusters
  Score: Raw -432018.377238 + Penalty 2779.644844 = -429238.732394
  nChanged 4
		SP:Iteration 31Q (9074.570000 sec): 3 clusters
  Score: Raw -432018.928878 + Penalty 2779.644844 = -429239.284034
  nChanged 3
		SP:Iteration 32Q (9074.720000 sec): 3 clusters
  Score: Raw -432019.396129 + Penalty 2779.644844 = -429239.751285
  nChanged 1
		SP:Iteration 33Q (9074.880000 sec): 3 clusters
  Score: Raw -432019.506935 + Penalty 2779.644844 = -429239.862090
  nChanged 0
		SP:Iteration 34F (9075.040000 sec): 3 clusters
  Score: Raw -432019.506935 + Penalty 2779.644844 = -429239.862090
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 86 (2552 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9075.130000 sec): 2 clusters
  Score: Raw -211491.902272 + Penalty 1274.752805 = -210217.149468
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9075.290000 sec): 3 clusters
  Score: Raw -210386.761409 + Penalty 2549.505609 = -207837.255799
  nChanged 946
		SP:Iteration 1F (9075.470000 sec): 3 clusters
  Score: Raw -211114.286582 + Penalty 2549.505609 = -208564.780973
  nChanged 233
		SP:Iteration 2F (9075.650000 sec): 3 clusters
  Score: Raw -211330.309497 + Penalty 2549.505609 = -208780.803888
  nChanged 153
		SP:Iteration 3F (9075.870000 sec): 3 clusters
  Score: Raw -211459.223118 + Penalty 2549.505609 = -208909.717508
  nChanged 113
		SP:Iteration 4Q (9076.040000 sec): 3 clusters
  Score: Raw -211553.673189 + Penalty 2549.505609 = -209004.167579
  nChanged 84
		SP:Iteration 5Q (9076.230000 sec): 3 clusters
  Score: Raw -211621.132858 + Penalty 2549.505609 = -209071.627249
  nChanged 85
		SP:Iteration 6Q (9076.340000 sec): 3 clusters
  Score: Raw -211682.621270 + Penalty 2549.505609 = -209133.115660
  nChanged 65
		SP:Iteration 7Q (9076.500000 sec): 3 clusters
  Score: Raw -211736.741946 + Penalty 2549.505609 = -209187.236337
  nChanged 72
		SP:Iteration 8Q (9076.660000 sec): 3 clusters
  Score: Raw -211798.853849 + Penalty 2549.505609 = -209249.348240
  nChanged 55
		SP:Iteration 9Q (9076.820000 sec): 3 clusters
  Score: Raw -211850.029862 + Penalty 2549.505609 = -209300.524253
  nChanged 66
		SP:Iteration 10Q (9076.980000 sec): 3 clusters
  Score: Raw -211902.526295 + Penalty 2549.505609 = -209353.020686
  nChanged 45
		SP:Iteration 11Q (9077.140000 sec): 3 clusters
  Score: Raw -211938.061464 + Penalty 2549.505609 = -209388.555854
  nChanged 34
		SP:Iteration 12Q (9077.300000 sec): 3 clusters
  Score: Raw -211965.190006 + Penalty 2549.505609 = -209415.684396
  nChanged 32
		SP:Iteration 13Q (9077.460000 sec): 3 clusters
  Score: Raw -211984.090725 + Penalty 2549.505609 = -209434.585116
  nChanged 27
		SP:Iteration 14Q (9077.620000 sec): 3 clusters
  Score: Raw -212008.661491 + Penalty 2549.505609 = -209459.155882
  nChanged 31
		SP:Iteration 15Q (9077.780000 sec): 3 clusters
  Score: Raw -212037.198479 + Penalty 2549.505609 = -209487.692869
  nChanged 33
		SP:Iteration 16Q (9077.940000 sec): 3 clusters
  Score: Raw -212064.524243 + Penalty 2549.505609 = -209515.018634
  nChanged 31
		SP:Iteration 17Q (9078.100000 sec): 3 clusters
  Score: Raw -212089.847582 + Penalty 2549.505609 = -209540.341972
  nChanged 26
		SP:Iteration 18Q (9078.320000 sec): 3 clusters
  Score: Raw -212105.462333 + Penalty 2549.505609 = -209555.956724
  nChanged 14
		SP:Iteration 19Q (9078.520000 sec): 3 clusters
  Score: Raw -212114.560419 + Penalty 2549.505609 = -209565.054810
  nChanged 17
		SP:Iteration 20F (9078.720000 sec): 3 clusters
  Score: Raw -212126.080817 + Penalty 2549.505609 = -209576.575207
  nChanged 15
		SP:Iteration 21Q (9078.870000 sec): 3 clusters
  Score: Raw -212141.752132 + Penalty 2549.505609 = -209592.246523
  nChanged 15
		SP:Iteration 22Q (9079.080000 sec): 3 clusters
  Score: Raw -212152.015241 + Penalty 2549.505609 = -209602.509632
  nChanged 9
		SP:Iteration 23Q (9079.230000 sec): 3 clusters
  Score: Raw -212158.860591 + Penalty 2549.505609 = -209609.354981
  nChanged 11
		SP:Iteration 24Q (9079.410000 sec): 3 clusters
  Score: Raw -212165.168153 + Penalty 2549.505609 = -209615.662543
  nChanged 5
		SP:Iteration 25Q (9079.570000 sec): 3 clusters
  Score: Raw -212168.541046 + Penalty 2549.505609 = -209619.035437
  nChanged 2
		SP:Iteration 26Q (9079.780000 sec): 3 clusters
  Score: Raw -212169.234654 + Penalty 2549.505609 = -209619.729044
  nChanged 2
		SP:Iteration 27Q (9080.030000 sec): 3 clusters
  Score: Raw -212169.654990 + Penalty 2549.505609 = -209620.149381
  nChanged 1
		SP:Iteration 28Q (9080.240000 sec): 3 clusters
  Score: Raw -212169.792547 + Penalty 2549.505609 = -209620.286938
  nChanged 0
		SP:Iteration 29F (9080.330000 sec): 3 clusters
  Score: Raw -212169.792547 + Penalty 2549.505609 = -209620.286938
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 87 (3790 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9080.480000 sec): 2 clusters
  Score: Raw -319654.360195 + Penalty 1339.019711 = -318315.340484
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9080.680000 sec): 3 clusters
  Score: Raw -317813.771956 + Penalty 2678.039422 = -315135.732534
  nChanged 1444
		SP:Iteration 1F (9080.830000 sec): 3 clusters
  Score: Raw -318673.363576 + Penalty 2678.039422 = -315995.324155
  nChanged 272
		SP:Iteration 2F (9080.960000 sec): 3 clusters
  Score: Raw -318828.746704 + Penalty 2678.039422 = -316150.707282
  nChanged 192
		SP:Iteration 3F (9081.170000 sec): 3 clusters
  Score: Raw -318923.540323 + Penalty 2678.039422 = -316245.500901
  nChanged 146
		SP:Iteration 4Q (9081.330000 sec): 3 clusters
  Score: Raw -319002.664720 + Penalty 2678.039422 = -316324.625298
  nChanged 107
		SP:Iteration 5Q (9081.510000 sec): 3 clusters
  Score: Raw -319063.013515 + Penalty 2678.039422 = -316384.974093
  nChanged 108
		SP:Iteration 6Q (9081.690000 sec): 3 clusters
  Score: Raw -319121.481348 + Penalty 2678.039422 = -316443.441926
  nChanged 91
		SP:Iteration 7Q (9081.840000 sec): 3 clusters
  Score: Raw -319166.848309 + Penalty 2678.039422 = -316488.808888
  nChanged 84
		SP:Iteration 8Q (9082.050000 sec): 3 clusters
  Score: Raw -319205.049609 + Penalty 2678.039422 = -316527.010187
  nChanged 90
		SP:Iteration 9Q (9082.240000 sec): 3 clusters
  Score: Raw -319249.392501 + Penalty 2678.039422 = -316571.353079
  nChanged 87
		SP:Iteration 10Q (9082.400000 sec): 3 clusters
  Score: Raw -319291.440176 + Penalty 2678.039422 = -316613.400755
  nChanged 81
		SP:Iteration 11Q (9082.610000 sec): 3 clusters
  Score: Raw -319333.353585 + Penalty 2678.039422 = -316655.314163
  nChanged 90
		SP:Iteration 12Q (9082.810000 sec): 3 clusters
  Score: Raw -319380.005392 + Penalty 2678.039422 = -316701.965970
  nChanged 82
		SP:Iteration 13Q (9083.020000 sec): 3 clusters
  Score: Raw -319423.414489 + Penalty 2678.039422 = -316745.375067
  nChanged 98
		SP:Iteration 14Q (9083.200000 sec): 3 clusters
  Score: Raw -319471.356522 + Penalty 2678.039422 = -316793.317100
  nChanged 97
		SP:Iteration 15Q (9083.420000 sec): 3 clusters
  Score: Raw -319522.141141 + Penalty 2678.039422 = -316844.101720
  nChanged 92
		SP:Iteration 16Q (9083.600000 sec): 3 clusters
  Score: Raw -319571.147138 + Penalty 2678.039422 = -316893.107716
  nChanged 97
		SP:Iteration 17Q (9083.760000 sec): 3 clusters
  Score: Raw -319622.853396 + Penalty 2678.039422 = -316944.813974
  nChanged 91
		SP:Iteration 18Q (9083.950000 sec): 3 clusters
  Score: Raw -319674.863435 + Penalty 2678.039422 = -316996.824013
  nChanged 84
		SP:Iteration 19Q (9084.080000 sec): 3 clusters
  Score: Raw -319718.631402 + Penalty 2678.039422 = -317040.591980
  nChanged 76
		SP:Iteration 20F (9084.260000 sec): 3 clusters
  Score: Raw -319759.287537 + Penalty 2678.039422 = -317081.248115
  nChanged 66
		SP:Iteration 21Q (9084.430000 sec): 3 clusters
  Score: Raw -319795.128971 + Penalty 2678.039422 = -317117.089549
  nChanged 50
		SP:Iteration 22Q (9084.650000 sec): 3 clusters
  Score: Raw -319825.377164 + Penalty 2678.039422 = -317147.337742
  nChanged 55
		SP:Iteration 23Q (9084.840000 sec): 3 clusters
  Score: Raw -319859.422875 + Penalty 2678.039422 = -317181.383453
  nChanged 41
		SP:Iteration 24Q (9085.050000 sec): 3 clusters
  Score: Raw -319885.463422 + Penalty 2678.039422 = -317207.424000
  nChanged 27
		SP:Iteration 25Q (9085.240000 sec): 3 clusters
  Score: Raw -319902.502431 + Penalty 2678.039422 = -317224.463009
  nChanged 27
		SP:Iteration 26Q (9085.440000 sec): 3 clusters
  Score: Raw -319920.242804 + Penalty 2678.039422 = -317242.203382
  nChanged 18
		SP:Iteration 27Q (9085.640000 sec): 3 clusters
  Score: Raw -319932.674026 + Penalty 2678.039422 = -317254.634604
  nChanged 13
		SP:Iteration 28Q (9085.820000 sec): 3 clusters
  Score: Raw -319939.466504 + Penalty 2678.039422 = -317261.427082
  nChanged 7
		SP:Iteration 29Q (9086.040000 sec): 3 clusters
  Score: Raw -319946.995958 + Penalty 2678.039422 = -317268.956536
  nChanged 10
		SP:Iteration 30Q (9086.240000 sec): 3 clusters
  Score: Raw -319953.562056 + Penalty 2678.039422 = -317275.522634
  nChanged 9
		SP:Iteration 31Q (9086.460000 sec): 3 clusters
  Score: Raw -319957.991056 + Penalty 2678.039422 = -317279.951634
  nChanged 9
		SP:Iteration 32Q (9086.660000 sec): 3 clusters
  Score: Raw -319963.702700 + Penalty 2678.039422 = -317285.663278
  nChanged 4
		SP:Iteration 33Q (9086.780000 sec): 3 clusters
  Score: Raw -319967.565340 + Penalty 2678.039422 = -317289.525918
  nChanged 5
		SP:Iteration 34Q (9086.990000 sec): 3 clusters
  Score: Raw -319970.004772 + Penalty 2678.039422 = -317291.965350
  nChanged 6
		SP:Iteration 35Q (9087.170000 sec): 3 clusters
  Score: Raw -319972.172005 + Penalty 2678.039422 = -317294.132584
  nChanged 3
		SP:Iteration 36Q (9087.370000 sec): 3 clusters
  Score: Raw -319973.386155 + Penalty 2678.039422 = -317295.346733
  nChanged 5
		SP:Iteration 37Q (9087.570000 sec): 3 clusters
  Score: Raw -319975.601732 + Penalty 2678.039422 = -317297.562310
  nChanged 2
		SP:Iteration 38Q (9087.760000 sec): 3 clusters
  Score: Raw -319976.707102 + Penalty 2678.039422 = -317298.667681
  nChanged 1
		SP:Iteration 39Q (9087.940000 sec): 3 clusters
  Score: Raw -319977.656438 + Penalty 2678.039422 = -317299.617016
  nChanged 1
		SP:Iteration 40F (9088.180000 sec): 3 clusters
  Score: Raw -319978.265800 + Penalty 2678.039422 = -317300.226378
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 88 (1435 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9088.260000 sec): 2 clusters
  Score: Raw -115371.872262 + Penalty 1181.199521 = -114190.672742
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9088.400000 sec): 3 clusters
  Score: Raw -114823.869845 + Penalty 2362.399042 = -112461.470803
  nChanged 469
		SP:Iteration 1F (9088.610000 sec): 3 clusters
  Score: Raw -115247.699599 + Penalty 2362.399042 = -112885.300558
  nChanged 117
		SP:Iteration 2F (9088.800000 sec): 3 clusters
  Score: Raw -115376.015274 + Penalty 2362.399042 = -113013.616232
  nChanged 78
		SP:Iteration 3F (9088.960000 sec): 3 clusters
  Score: Raw -115452.000388 + Penalty 2362.399042 = -113089.601346
  nChanged 69
		SP:Iteration 4Q (9089.150000 sec): 3 clusters
  Score: Raw -115535.939871 + Penalty 2362.399042 = -113173.540829
  nChanged 84
		SP:Iteration 5F (9089.300000 sec): 3 clusters
  Score: Raw -115683.104222 + Penalty 2362.399042 = -113320.705181
  nChanged 80
		SP:Iteration 6F (9089.440000 sec): 3 clusters
  Score: Raw -115808.041703 + Penalty 2362.399042 = -113445.642661
  nChanged 73
		SP:Iteration 7F (9089.560000 sec): 3 clusters
  Score: Raw -115923.162677 + Penalty 2362.399042 = -113560.763635
  nChanged 56
		SP:Iteration 8Q (9089.720000 sec): 3 clusters
  Score: Raw -116013.023867 + Penalty 2362.399042 = -113650.624826
  nChanged 44
		SP:Iteration 9Q (9089.860000 sec): 3 clusters
  Score: Raw -116069.008324 + Penalty 2362.399042 = -113706.609282
  nChanged 26
		SP:Iteration 10Q (9090.050000 sec): 3 clusters
  Score: Raw -116091.941355 + Penalty 2362.399042 = -113729.542314
  nChanged 17
		SP:Iteration 11Q (9090.200000 sec): 3 clusters
  Score: Raw -116102.706776 + Penalty 2362.399042 = -113740.307734
  nChanged 11
		SP:Iteration 12Q (9090.390000 sec): 3 clusters
  Score: Raw -116110.186342 + Penalty 2362.399042 = -113747.787300
  nChanged 8
		SP:Iteration 13Q (9090.570000 sec): 3 clusters
  Score: Raw -116115.344841 + Penalty 2362.399042 = -113752.945800
  nChanged 6
		SP:Iteration 14Q (9090.720000 sec): 3 clusters
  Score: Raw -116121.529115 + Penalty 2362.399042 = -113759.130073
  nChanged 9
		SP:Iteration 15Q (9090.900000 sec): 3 clusters
  Score: Raw -116130.945640 + Penalty 2362.399042 = -113768.546598
  nChanged 10
		SP:Iteration 16Q (9091.070000 sec): 3 clusters
  Score: Raw -116142.194551 + Penalty 2362.399042 = -113779.795509
  nChanged 8
		SP:Iteration 17Q (9091.250000 sec): 3 clusters
  Score: Raw -116148.670293 + Penalty 2362.399042 = -113786.271251
  nChanged 7
		SP:Iteration 18Q (9091.370000 sec): 3 clusters
  Score: Raw -116154.003601 + Penalty 2362.399042 = -113791.604559
  nChanged 4
		SP:Iteration 19Q (9091.510000 sec): 3 clusters
  Score: Raw -116158.111659 + Penalty 2362.399042 = -113795.712617
  nChanged 2
		SP:Iteration 20F (9091.690000 sec): 3 clusters
  Score: Raw -116159.420705 + Penalty 2362.399042 = -113797.021663
  nChanged 2
		SP:Iteration 21Q (9091.860000 sec): 3 clusters
  Score: Raw -116162.330743 + Penalty 2362.399042 = -113799.931702
  nChanged 2
		SP:Iteration 22Q (9092.020000 sec): 3 clusters
  Score: Raw -116166.068302 + Penalty 2362.399042 = -113803.669261
  nChanged 6
		SP:Iteration 23Q (9092.230000 sec): 3 clusters
  Score: Raw -116176.538751 + Penalty 2362.399042 = -113814.139710
  nChanged 10
		SP:Iteration 24Q (9092.410000 sec): 3 clusters
  Score: Raw -116186.169356 + Penalty 2362.399042 = -113823.770315
  nChanged 4
		SP:Iteration 25Q (9092.580000 sec): 3 clusters
  Score: Raw -116191.180259 + Penalty 2362.399042 = -113828.781217
  nChanged 4
		SP:Iteration 26Q (9092.780000 sec): 3 clusters
  Score: Raw -116195.699663 + Penalty 2362.399042 = -113833.300622
  nChanged 4
		SP:Iteration 27Q (9092.970000 sec): 3 clusters
  Score: Raw -116200.646140 + Penalty 2362.399042 = -113838.247098
  nChanged 5
		SP:Iteration 28Q (9093.150000 sec): 3 clusters
  Score: Raw -116205.688337 + Penalty 2362.399042 = -113843.289295
  nChanged 1
		SP:Iteration 29Q (9093.290000 sec): 3 clusters
  Score: Raw -116208.020055 + Penalty 2362.399042 = -113845.621013
  nChanged 4
		SP:Iteration 30Q (9093.490000 sec): 3 clusters
  Score: Raw -116213.603667 + Penalty 2362.399042 = -113851.204626
  nChanged 2
		SP:Iteration 31Q (9093.660000 sec): 3 clusters
  Score: Raw -116214.682173 + Penalty 2362.399042 = -113852.283131
  nChanged 2
		SP:Iteration 32Q (9093.810000 sec): 3 clusters
  Score: Raw -116215.519929 + Penalty 2362.399042 = -113853.120887
  nChanged 1
		SP:Iteration 33Q (9094.010000 sec): 3 clusters
  Score: Raw -116217.054228 + Penalty 2362.399042 = -113854.655187
  nChanged 2
		SP:Iteration 34Q (9094.190000 sec): 3 clusters
  Score: Raw -116218.694099 + Penalty 2362.399042 = -113856.295058
  nChanged 4
		SP:Iteration 35Q (9094.360000 sec): 3 clusters
  Score: Raw -116221.652364 + Penalty 2362.399042 = -113859.253323
  nChanged 3
		SP:Iteration 36Q (9094.490000 sec): 3 clusters
  Score: Raw -116225.677686 + Penalty 2362.399042 = -113863.278645
  nChanged 6
		SP:Iteration 37Q (9094.680000 sec): 3 clusters
  Score: Raw -116230.050710 + Penalty 2362.399042 = -113867.651669
  nChanged 2
		SP:Iteration 38Q (9094.870000 sec): 3 clusters
  Score: Raw -116232.497187 + Penalty 2362.399042 = -113870.098145
  nChanged 2
		SP:Iteration 39Q (9095.050000 sec): 3 clusters
  Score: Raw -116233.879287 + Penalty 2362.399042 = -113871.480245
  nChanged 2
		SP:Iteration 40F (9095.230000 sec): 3 clusters
  Score: Raw -116236.025010 + Penalty 2362.399042 = -113873.625968
  nChanged 3
		SP:Iteration 41Q (9095.420000 sec): 3 clusters
  Score: Raw -116238.632835 + Penalty 2362.399042 = -113876.233794
  nChanged 1
		SP:Iteration 42Q (9095.600000 sec): 3 clusters
  Score: Raw -116239.363693 + Penalty 2362.399042 = -113876.964651
  nChanged 0
		SP:Iteration 43F (9095.750000 sec): 3 clusters
  Score: Raw -116239.363693 + Penalty 2362.399042 = -113876.964651
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 89 (3458 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9095.910000 sec): 2 clusters
  Score: Raw -295135.030596 + Penalty 1324.122421 = -293810.908176
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9096.090000 sec): 3 clusters
  Score: Raw -293469.386589 + Penalty 2648.244842 = -290821.141748
  nChanged 1317
		SP:Iteration 1F (9096.270000 sec): 3 clusters
  Score: Raw -294318.965622 + Penalty 2648.244842 = -291670.720780
  nChanged 322
		SP:Iteration 2F (9096.470000 sec): 3 clusters
  Score: Raw -294602.501963 + Penalty 2648.244842 = -291954.257121
  nChanged 235
		SP:Iteration 3F (9096.630000 sec): 3 clusters
  Score: Raw -294805.917623 + Penalty 2648.244842 = -292157.672782
  nChanged 188
		SP:Iteration 4F (9096.820000 sec): 3 clusters
  Score: Raw -294973.800744 + Penalty 2648.244842 = -292325.555903
  nChanged 142
		SP:Iteration 5Q (9096.970000 sec): 3 clusters
  Score: Raw -295134.229512 + Penalty 2648.244842 = -292485.984670
  nChanged 149
		SP:Iteration 6Q (9097.190000 sec): 3 clusters
  Score: Raw -295250.529699 + Penalty 2648.244842 = -292602.284858
  nChanged 98
		SP:Iteration 7Q (9097.350000 sec): 3 clusters
  Score: Raw -295317.550013 + Penalty 2648.244842 = -292669.305171
  nChanged 85
		SP:Iteration 8Q (9097.550000 sec): 3 clusters
  Score: Raw -295372.329055 + Penalty 2648.244842 = -292724.084213
  nChanged 61
		SP:Iteration 9Q (9097.730000 sec): 3 clusters
  Score: Raw -295402.565102 + Penalty 2648.244842 = -292754.320261
  nChanged 52
		SP:Iteration 10Q (9097.920000 sec): 3 clusters
  Score: Raw -295426.031292 + Penalty 2648.244842 = -292777.786450
  nChanged 38
		SP:Iteration 11Q (9098.120000 sec): 3 clusters
  Score: Raw -295439.854675 + Penalty 2648.244842 = -292791.609833
  nChanged 23
		SP:Iteration 12Q (9098.280000 sec): 3 clusters
  Score: Raw -295451.077835 + Penalty 2648.244842 = -292802.832994
  nChanged 28
		SP:Iteration 13Q (9098.470000 sec): 3 clusters
  Score: Raw -295463.982587 + Penalty 2648.244842 = -292815.737746
  nChanged 23
		SP:Iteration 14Q (9098.650000 sec): 3 clusters
  Score: Raw -295476.373221 + Penalty 2648.244842 = -292828.128380
  nChanged 26
		SP:Iteration 15Q (9098.800000 sec): 3 clusters
  Score: Raw -295488.738585 + Penalty 2648.244842 = -292840.493743
  nChanged 23
		SP:Iteration 16Q (9098.990000 sec): 3 clusters
  Score: Raw -295498.223770 + Penalty 2648.244842 = -292849.978928
  nChanged 16
		SP:Iteration 17Q (9099.180000 sec): 3 clusters
  Score: Raw -295504.392944 + Penalty 2648.244842 = -292856.148102
  nChanged 21
		SP:Iteration 18Q (9099.400000 sec): 3 clusters
  Score: Raw -295515.057361 + Penalty 2648.244842 = -292866.812520
  nChanged 18
		SP:Iteration 19Q (9099.640000 sec): 3 clusters
  Score: Raw -295525.059124 + Penalty 2648.244842 = -292876.814283
  nChanged 18
		SP:Iteration 20F (9099.820000 sec): 3 clusters
  Score: Raw -295533.868468 + Penalty 2648.244842 = -292885.623626
  nChanged 18
		SP:Iteration 21Q (9100.000000 sec): 3 clusters
  Score: Raw -295540.827769 + Penalty 2648.244842 = -292892.582927
  nChanged 17
		SP:Iteration 22Q (9100.210000 sec): 3 clusters
  Score: Raw -295550.208416 + Penalty 2648.244842 = -292901.963575
  nChanged 28
		SP:Iteration 23Q (9100.390000 sec): 3 clusters
  Score: Raw -295567.580177 + Penalty 2648.244842 = -292919.335336
  nChanged 27
		SP:Iteration 24Q (9100.610000 sec): 3 clusters
  Score: Raw -295581.649121 + Penalty 2648.244842 = -292933.404279
  nChanged 22
		SP:Iteration 25Q (9100.810000 sec): 3 clusters
  Score: Raw -295591.240042 + Penalty 2648.244842 = -292942.995200
  nChanged 22
		SP:Iteration 26Q (9101.020000 sec): 3 clusters
  Score: Raw -295600.704343 + Penalty 2648.244842 = -292952.459502
  nChanged 18
		SP:Iteration 27Q (9101.190000 sec): 3 clusters
  Score: Raw -295607.595636 + Penalty 2648.244842 = -292959.350795
  nChanged 15
		SP:Iteration 28Q (9101.330000 sec): 3 clusters
  Score: Raw -295613.069558 + Penalty 2648.244842 = -292964.824717
  nChanged 8
		SP:Iteration 29Q (9101.490000 sec): 3 clusters
  Score: Raw -295615.009580 + Penalty 2648.244842 = -292966.764739
  nChanged 6
		SP:Iteration 30Q (9101.670000 sec): 3 clusters
  Score: Raw -295616.686839 + Penalty 2648.244842 = -292968.441998
  nChanged 5
		SP:Iteration 31Q (9101.810000 sec): 3 clusters
  Score: Raw -295618.734623 + Penalty 2648.244842 = -292970.489782
  nChanged 6
		SP:Iteration 32Q (9101.990000 sec): 3 clusters
  Score: Raw -295621.007728 + Penalty 2648.244842 = -292972.762886
  nChanged 5
		SP:Iteration 33Q (9102.090000 sec): 3 clusters
  Score: Raw -295621.816695 + Penalty 2648.244842 = -292973.571853
  nChanged 3
		SP:Iteration 34Q (9102.230000 sec): 3 clusters
  Score: Raw -295622.215821 + Penalty 2648.244842 = -292973.970980
  nChanged 0
		SP:Iteration 35F (9102.360000 sec): 3 clusters
  Score: Raw -295622.215821 + Penalty 2648.244842 = -292973.970980
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 90 (1239 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9102.470000 sec): 2 clusters
  Score: Raw -91928.464389 + Penalty 1157.334731 = -90771.129658
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9102.610000 sec): 3 clusters
  Score: Raw -91547.892252 + Penalty 2314.669462 = -89233.222791
  nChanged 409
		SP:Iteration 1F (9102.740000 sec): 3 clusters
  Score: Raw -92036.604196 + Penalty 2314.669462 = -89721.934734
  nChanged 114
		SP:Iteration 2F (9102.840000 sec): 3 clusters
  Score: Raw -92257.084715 + Penalty 2314.669462 = -89942.415253
  nChanged 85
		SP:Iteration 3F (9102.990000 sec): 3 clusters
  Score: Raw -92480.499958 + Penalty 2314.669462 = -90165.830496
  nChanged 83
		SP:Iteration 4F (9103.180000 sec): 3 clusters
  Score: Raw -92684.327023 + Penalty 2314.669462 = -90369.657562
  nChanged 64
		SP:Iteration 5F (9103.360000 sec): 3 clusters
  Score: Raw -92850.793523 + Penalty 2314.669462 = -90536.124061
  nChanged 45
		SP:Iteration 6Q (9103.530000 sec): 3 clusters
  Score: Raw -93009.099717 + Penalty 2314.669462 = -90694.430255
  nChanged 35
		SP:Iteration 7Q (9103.700000 sec): 3 clusters
  Score: Raw -93059.302705 + Penalty 2314.669462 = -90744.633244
  nChanged 17
		SP:Iteration 8Q (9103.910000 sec): 3 clusters
  Score: Raw -93076.045478 + Penalty 2314.669462 = -90761.376016
  nChanged 11
		SP:Iteration 9Q (9104.030000 sec): 3 clusters
  Score: Raw -93085.173962 + Penalty 2314.669462 = -90770.504500
  nChanged 5
		SP:Iteration 10Q (9104.140000 sec): 3 clusters
  Score: Raw -93091.003421 + Penalty 2314.669462 = -90776.333960
  nChanged 4
		SP:Iteration 11Q (9104.280000 sec): 3 clusters
  Score: Raw -93094.280629 + Penalty 2314.669462 = -90779.611167
  nChanged 2
		SP:Iteration 12Q (9104.440000 sec): 3 clusters
  Score: Raw -93096.223104 + Penalty 2314.669462 = -90781.553642
  nChanged 3
		SP:Iteration 13Q (9104.650000 sec): 3 clusters
  Score: Raw -93097.962978 + Penalty 2314.669462 = -90783.293517
  nChanged 4
		SP:Iteration 14Q (9104.780000 sec): 3 clusters
  Score: Raw -93102.435322 + Penalty 2314.669462 = -90787.765860
  nChanged 4
		SP:Iteration 15Q (9104.980000 sec): 3 clusters
  Score: Raw -93109.785266 + Penalty 2314.669462 = -90795.115804
  nChanged 8
		SP:Iteration 16Q (9105.150000 sec): 3 clusters
  Score: Raw -93121.765861 + Penalty 2314.669462 = -90807.096400
  nChanged 8
		SP:Iteration 17Q (9105.290000 sec): 3 clusters
  Score: Raw -93130.883805 + Penalty 2314.669462 = -90816.214344
  nChanged 5
		SP:Iteration 18Q (9105.470000 sec): 3 clusters
  Score: Raw -93138.021335 + Penalty 2314.669462 = -90823.351873
  nChanged 6
		SP:Iteration 19Q (9105.650000 sec): 3 clusters
  Score: Raw -93147.388181 + Penalty 2314.669462 = -90832.718720
  nChanged 6
		SP:Iteration 20F (9105.830000 sec): 3 clusters
  Score: Raw -93152.317649 + Penalty 2314.669462 = -90837.648187
  nChanged 3
		SP:Iteration 21Q (9106.060000 sec): 3 clusters
  Score: Raw -93155.093087 + Penalty 2314.669462 = -90840.423626
  nChanged 2
		SP:Iteration 22Q (9106.230000 sec): 3 clusters
  Score: Raw -93158.731610 + Penalty 2314.669462 = -90844.062148
  nChanged 2
		SP:Iteration 23Q (9106.440000 sec): 3 clusters
  Score: Raw -93160.493537 + Penalty 2314.669462 = -90845.824075
  nChanged 2
		SP:Iteration 24Q (9106.540000 sec): 3 clusters
  Score: Raw -93161.835291 + Penalty 2314.669462 = -90847.165830
  nChanged 0
		SP:Iteration 25F (9106.710000 sec): 3 clusters
  Score: Raw -93161.835291 + Penalty 2314.669462 = -90847.165830
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 103.
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 91 (10031 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9106.860000 sec): 2 clusters
  Score: Raw -850186.150306 + Penalty 1497.183281 = -848688.967024
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9107.110000 sec): 3 clusters
  Score: Raw -844528.521457 + Penalty 2994.366562 = -841534.154894
  nChanged 4262
		SP:Iteration 1F (9107.370000 sec): 3 clusters
  Score: Raw -846886.465065 + Penalty 2994.366562 = -843892.098502
  nChanged 691
		SP:Iteration 2F (9107.580000 sec): 3 clusters
  Score: Raw -847289.904022 + Penalty 2994.366562 = -844295.537459
  nChanged 666
		SP:Iteration 3F (9107.850000 sec): 3 clusters
  Score: Raw -847770.746786 + Penalty 2994.366562 = -844776.380224
  nChanged 707
		SP:Iteration 4F (9108.100000 sec): 3 clusters
  Score: Raw -848281.155498 + Penalty 2994.366562 = -845286.788936
  nChanged 705
		SP:Iteration 5F (9108.320000 sec): 3 clusters
  Score: Raw -848785.708671 + Penalty 2994.366562 = -845791.342109
  nChanged 618
		SP:Iteration 6F (9108.530000 sec): 3 clusters
  Score: Raw -849217.635813 + Penalty 2994.366562 = -846223.269251
  nChanged 532
		SP:Iteration 7F (9108.730000 sec): 3 clusters
  Score: Raw -849583.910238 + Penalty 2994.366562 = -846589.543676
  nChanged 440
		SP:Iteration 8Q (9108.950000 sec): 3 clusters
  Score: Raw -849866.718977 + Penalty 2994.366562 = -846872.352415
  nChanged 368
		SP:Iteration 9Q (9109.190000 sec): 3 clusters
  Score: Raw -850105.682926 + Penalty 2994.366562 = -847111.316364
  nChanged 289
		SP:Iteration 10Q (9109.430000 sec): 3 clusters
  Score: Raw -850288.144442 + Penalty 2994.366562 = -847293.777880
  nChanged 240
		SP:Iteration 11Q (9109.660000 sec): 3 clusters
  Score: Raw -850434.408568 + Penalty 2994.366562 = -847440.042005
  nChanged 189
		SP:Iteration 12Q (9109.940000 sec): 3 clusters
  Score: Raw -850535.351198 + Penalty 2994.366562 = -847540.984635
  nChanged 145
		SP:Iteration 13Q (9110.260000 sec): 3 clusters
  Score: Raw -850605.420550 + Penalty 2994.366562 = -847611.053988
  nChanged 99
		SP:Iteration 14Q (9110.460000 sec): 3 clusters
  Score: Raw -850649.595510 + Penalty 2994.366562 = -847655.228947
  nChanged 73
		SP:Iteration 15Q (9110.680000 sec): 3 clusters
  Score: Raw -850678.251373 + Penalty 2994.366562 = -847683.884810
  nChanged 63
		SP:Iteration 16Q (9110.940000 sec): 3 clusters
  Score: Raw -850710.395355 + Penalty 2994.366562 = -847716.028793
  nChanged 68
		SP:Iteration 17Q (9111.130000 sec): 3 clusters
  Score: Raw -850742.341494 + Penalty 2994.366562 = -847747.974931
  nChanged 62
		SP:Iteration 18Q (9111.340000 sec): 3 clusters
  Score: Raw -850773.014188 + Penalty 2994.366562 = -847778.647625
  nChanged 52
		SP:Iteration 19Q (9111.520000 sec): 3 clusters
  Score: Raw -850796.495745 + Penalty 2994.366562 = -847802.129183
  nChanged 40
		SP:Iteration 20F (9111.780000 sec): 3 clusters
  Score: Raw -850813.865450 + Penalty 2994.366562 = -847819.498888
  nChanged 38
		SP:Iteration 21Q (9112.020000 sec): 3 clusters
  Score: Raw -850827.635234 + Penalty 2994.366562 = -847833.268671
  nChanged 25
		SP:Iteration 22Q (9112.200000 sec): 3 clusters
  Score: Raw -850838.229067 + Penalty 2994.366562 = -847843.862505
  nChanged 20
		SP:Iteration 23Q (9112.420000 sec): 3 clusters
  Score: Raw -850846.977811 + Penalty 2994.366562 = -847852.611248
  nChanged 21
		SP:Iteration 24Q (9112.620000 sec): 3 clusters
  Score: Raw -850854.142300 + Penalty 2994.366562 = -847859.775738
  nChanged 16
		SP:Iteration 25Q (9112.840000 sec): 3 clusters
  Score: Raw -850858.602443 + Penalty 2994.366562 = -847864.235881
  nChanged 9
		SP:Iteration 26Q (9113.050000 sec): 3 clusters
  Score: Raw -850861.897851 + Penalty 2994.366562 = -847867.531289
  nChanged 5
		SP:Iteration 27Q (9113.260000 sec): 3 clusters
  Score: Raw -850863.042288 + Penalty 2994.366562 = -847868.675725
  nChanged 1
		SP:Iteration 28Q (9113.460000 sec): 3 clusters
  Score: Raw -850863.250129 + Penalty 2994.366562 = -847868.883566
  nChanged 2
		SP:Iteration 29Q (9113.680000 sec): 3 clusters
  Score: Raw -850863.736254 + Penalty 2994.366562 = -847869.369691
  nChanged 1
		SP:Iteration 30Q (9113.850000 sec): 3 clusters
  Score: Raw -850863.960090 + Penalty 2994.366562 = -847869.593527
  nChanged 1
		SP:Iteration 31Q (9114.050000 sec): 3 clusters
  Score: Raw -850864.581963 + Penalty 2994.366562 = -847870.215400
  nChanged 2
		SP:Iteration 32Q (9114.220000 sec): 3 clusters
  Score: Raw -850865.717351 + Penalty 2994.366562 = -847871.350789
  nChanged 3
		SP:Iteration 33Q (9114.460000 sec): 3 clusters
  Score: Raw -850866.615653 + Penalty 2994.366562 = -847872.249090
  nChanged 4
		SP:Iteration 34Q (9114.620000 sec): 3 clusters
  Score: Raw -850867.704650 + Penalty 2994.366562 = -847873.338087
  nChanged 2
		SP:Iteration 35Q (9114.830000 sec): 3 clusters
  Score: Raw -850868.552604 + Penalty 2994.366562 = -847874.186041
  nChanged 1
		SP:Iteration 36Q (9115.070000 sec): 3 clusters
  Score: Raw -850868.650122 + Penalty 2994.366562 = -847874.283559
  nChanged 0
		SP:Iteration 37F (9115.260000 sec): 3 clusters
  Score: Raw -850868.650122 + Penalty 2994.366562 = -847874.283559
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 92 (5118 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9115.320000 sec): 2 clusters
  Score: Raw -468958.241236 + Penalty 1387.834340 = -467570.406895
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9115.510000 sec): 3 clusters
  Score: Raw -466237.910942 + Penalty 2775.668680 = -463462.242262
  nChanged 2073
		SP:Iteration 1F (9115.720000 sec): 3 clusters
  Score: Raw -467286.076651 + Penalty 2775.668680 = -464510.407970
  nChanged 333
		SP:Iteration 2F (9115.890000 sec): 3 clusters
  Score: Raw -467454.135213 + Penalty 2775.668680 = -464678.466532
  nChanged 283
		SP:Iteration 3F (9116.080000 sec): 3 clusters
  Score: Raw -467588.153715 + Penalty 2775.668680 = -464812.485035
  nChanged 230
		SP:Iteration 4Q (9116.320000 sec): 3 clusters
  Score: Raw -467697.863082 + Penalty 2775.668680 = -464922.194402
  nChanged 199
		SP:Iteration 5Q (9116.530000 sec): 3 clusters
  Score: Raw -467798.373933 + Penalty 2775.668680 = -465022.705253
  nChanged 177
		SP:Iteration 6Q (9116.700000 sec): 3 clusters
  Score: Raw -467886.329023 + Penalty 2775.668680 = -465110.660343
  nChanged 158
		SP:Iteration 7Q (9116.930000 sec): 3 clusters
  Score: Raw -467977.198453 + Penalty 2775.668680 = -465201.529773
  nChanged 148
		SP:Iteration 8Q (9117.110000 sec): 3 clusters
  Score: Raw -468071.366277 + Penalty 2775.668680 = -465295.697597
  nChanged 157
		SP:Iteration 9Q (9117.300000 sec): 3 clusters
  Score: Raw -468165.117482 + Penalty 2775.668680 = -465389.448802
  nChanged 158
		SP:Iteration 10Q (9117.520000 sec): 3 clusters
  Score: Raw -468281.508774 + Penalty 2775.668680 = -465505.840094
  nChanged 177
		SP:Iteration 11Q (9117.730000 sec): 3 clusters
  Score: Raw -468431.844576 + Penalty 2775.668680 = -465656.175896
  nChanged 181
		SP:Iteration 12Q (9117.930000 sec): 3 clusters
  Score: Raw -468566.470004 + Penalty 2775.668680 = -465790.801324
  nChanged 186
		SP:Iteration 13Q (9118.130000 sec): 3 clusters
  Score: Raw -468685.403436 + Penalty 2775.668680 = -465909.734756
  nChanged 188
		SP:Iteration 14Q (9118.290000 sec): 3 clusters
  Score: Raw -468808.969050 + Penalty 2775.668680 = -466033.300370
  nChanged 161
		SP:Iteration 15Q (9118.420000 sec): 3 clusters
  Score: Raw -468917.632390 + Penalty 2775.668680 = -466141.963710
  nChanged 152
		SP:Iteration 16Q (9118.580000 sec): 3 clusters
  Score: Raw -468998.332817 + Penalty 2775.668680 = -466222.664136
  nChanged 141
		SP:Iteration 17Q (9118.730000 sec): 3 clusters
  Score: Raw -469084.744143 + Penalty 2775.668680 = -466309.075463
  nChanged 132
		SP:Iteration 18Q (9118.960000 sec): 3 clusters
  Score: Raw -469154.667831 + Penalty 2775.668680 = -466378.999151
  nChanged 113
		SP:Iteration 19Q (9119.160000 sec): 3 clusters
  Score: Raw -469223.369037 + Penalty 2775.668680 = -466447.700356
  nChanged 111
		SP:Iteration 20F (9119.330000 sec): 3 clusters
  Score: Raw -469281.597451 + Penalty 2775.668680 = -466505.928770
  nChanged 105
		SP:Iteration 21Q (9119.540000 sec): 3 clusters
  Score: Raw -469336.202567 + Penalty 2775.668680 = -466560.533887
  nChanged 87
		SP:Iteration 22Q (9119.710000 sec): 3 clusters
  Score: Raw -469383.131241 + Penalty 2775.668680 = -466607.462560
  nChanged 78
		SP:Iteration 23Q (9119.940000 sec): 3 clusters
  Score: Raw -469428.033937 + Penalty 2775.668680 = -466652.365257
  nChanged 80
		SP:Iteration 24Q (9120.150000 sec): 3 clusters
  Score: Raw -469474.108631 + Penalty 2775.668680 = -466698.439950
  nChanged 70
		SP:Iteration 25Q (9120.330000 sec): 3 clusters
  Score: Raw -469510.590235 + Penalty 2775.668680 = -466734.921554
  nChanged 66
		SP:Iteration 26Q (9120.560000 sec): 3 clusters
  Score: Raw -469538.634690 + Penalty 2775.668680 = -466762.966010
  nChanged 50
		SP:Iteration 27Q (9120.730000 sec): 3 clusters
  Score: Raw -469561.408368 + Penalty 2775.668680 = -466785.739687
  nChanged 48
		SP:Iteration 28Q (9120.950000 sec): 3 clusters
  Score: Raw -469586.054203 + Penalty 2775.668680 = -466810.385522
  nChanged 53
		SP:Iteration 29Q (9121.140000 sec): 3 clusters
  Score: Raw -469610.052396 + Penalty 2775.668680 = -466834.383716
  nChanged 52
		SP:Iteration 30Q (9121.300000 sec): 3 clusters
  Score: Raw -469639.586811 + Penalty 2775.668680 = -466863.918130
  nChanged 57
		SP:Iteration 31Q (9121.540000 sec): 3 clusters
  Score: Raw -469666.851729 + Penalty 2775.668680 = -466891.183048
  nChanged 59
		SP:Iteration 32Q (9121.740000 sec): 3 clusters
  Score: Raw -469695.758937 + Penalty 2775.668680 = -466920.090256
  nChanged 41
		SP:Iteration 33Q (9121.960000 sec): 3 clusters
  Score: Raw -469714.501752 + Penalty 2775.668680 = -466938.833071
  nChanged 38
		SP:Iteration 34Q (9122.140000 sec): 3 clusters
  Score: Raw -469732.577196 + Penalty 2775.668680 = -466956.908516
  nChanged 41
		SP:Iteration 35Q (9122.380000 sec): 3 clusters
  Score: Raw -469748.014226 + Penalty 2775.668680 = -466972.345545
  nChanged 29
		SP:Iteration 36Q (9122.580000 sec): 3 clusters
  Score: Raw -469757.835787 + Penalty 2775.668680 = -466982.167106
  nChanged 25
		SP:Iteration 37Q (9122.800000 sec): 3 clusters
  Score: Raw -469763.474002 + Penalty 2775.668680 = -466987.805322
  nChanged 14
		SP:Iteration 38Q (9122.960000 sec): 3 clusters
  Score: Raw -469767.696190 + Penalty 2775.668680 = -466992.027509
  nChanged 17
		SP:Iteration 39Q (9123.200000 sec): 3 clusters
  Score: Raw -469771.712046 + Penalty 2775.668680 = -466996.043366
  nChanged 15
		SP:Iteration 40F (9123.400000 sec): 3 clusters
  Score: Raw -469775.292234 + Penalty 2775.668680 = -466999.623553
  nChanged 14
		SP:Iteration 41Q (9123.640000 sec): 3 clusters
  Score: Raw -469778.027000 + Penalty 2775.668680 = -467002.358320
  nChanged 6
		SP:Iteration 42Q (9123.830000 sec): 3 clusters
  Score: Raw -469779.181250 + Penalty 2775.668680 = -467003.512570
  nChanged 7
		SP:Iteration 43Q (9124.050000 sec): 3 clusters
  Score: Raw -469780.787460 + Penalty 2775.668680 = -467005.118780
  nChanged 5
		SP:Iteration 44Q (9124.230000 sec): 3 clusters
  Score: Raw -469781.646130 + Penalty 2775.668680 = -467005.977450
  nChanged 1
		SP:Iteration 45Q (9124.440000 sec): 3 clusters
  Score: Raw -469781.727250 + Penalty 2775.668680 = -467006.058569
  nChanged 1
		SP:Iteration 46Q (9124.620000 sec): 3 clusters
  Score: Raw -469781.889280 + Penalty 2775.668680 = -467006.220599
  nChanged 2
		SP:Iteration 47Q (9124.840000 sec): 3 clusters
  Score: Raw -469782.552217 + Penalty 2775.668680 = -467006.883537
  nChanged 4
		SP:Iteration 48Q (9125.040000 sec): 3 clusters
  Score: Raw -469783.724732 + Penalty 2775.668680 = -467008.056052
  nChanged 0
		SP:Iteration 49F (9125.170000 sec): 3 clusters
  Score: Raw -469783.724732 + Penalty 2775.668680 = -467008.056052
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 93 (4402 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (9125.280000 sec): 2 clusters
  Score: Raw -403120.324905 + Penalty 1363.344818 = -401756.980087
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (9125.510000 sec): 3 clusters
  Score: Raw -400896.635589 + Penalty 2726.689635 = -398169.945954
  nChanged 1812
		SP:Iteration 1F (9125.680000 sec): 3 clusters
  Score: Raw -402035.615739 + Penalty 2726.689635 = -399308.926103
  nChanged 357
		SP:Iteration 2F (9125.860000 sec): 3 clusters
  Score: Raw -402280.068893 + Penalty 2726.689635 = -399553.379257
  nChanged 273
		SP:Iteration 3F (9126.020000 sec): 3 clusters
  Score: Raw -402504.509891 + Penalty 2726.689635 = -399777.820256
  nChanged 317
		SP:Iteration 4F (9126.230000 sec): 3 clusters
  Score: Raw -402874.983446 + Penalty 2726.689635 = -400148.293810
  nChanged 382
		SP:Iteration 5F (9126.380000 sec): 3 clusters
  Score: Raw -403446.627932 + Penalty 2726.689635 = -400719.938297
  nChanged 427
		SP:Iteration 6F (9126.560000 sec): 3 clusters
  Score: Raw -404134.308156 + Penalty 2726.689635 = -401407.618521
  nChanged 340
		SP:Iteration 7F (9126.750000 sec): 3 clusters
  Score: Raw -404576.711410 + Penalty 2726.689635 = -401850.021775
  nChanged 194
		SP:Iteration 8Q (9126.950000 sec): 3 clusters
  Score: Raw -404741.696553 + Penalty 2726.689635 = -402015.006918
  nChanged 92
		SP:Iteration 9Q (9127.150000 sec): 3 clusters
  Score: Raw -404786.309899 + Penalty 2726.689635 = -402059.620263
  nChanged 53
		SP:Iteration 10Q (9127.290000 sec): 3 clusters
  Score: Raw -404809.083239 + Penalty 2726.689635 = -402082.393604
  nChanged 21
		SP:Iteration 11Q (9127.440000 sec): 3 clusters
  Score: Raw -404814.597086 + Penalty 2726.689635 = -402087.907451
  nChanged 11
		SP:Iteration 12Q (9127.590000 sec): 3 clusters
  Score: Raw -404818.168256 + Penalty 2726.689635 = -402091.478621
  nChanged 7
		SP:Iteration 13Q (9127.770000 sec): 3 clusters
  Score: Raw -404819.864866 + Penalty 2726.689635 = -402093.175230
  nChanged 5
		SP:Iteration 14Q (9127.980000 sec): 3 clusters
  Score: Raw -404821.237308 + Penalty 2726.689635 = -402094.547673
  nChanged 4
		SP:Iteration 15Q (9128.160000 sec): 3 clusters
  Score: Raw -404822.131415 + Penalty 2726.689635 = -402095.441780
  nChanged 2
		SP:Iteration 16Q (9128.300000 sec): 3 clusters
  Score: Raw -404822.601573 + Penalty 2726.689635 = -402095.911937
  nChanged 0
		SP:Iteration 17F (9128.450000 sec): 3 clusters
  Score: Raw -404822.601573 + Penalty 2726.689635 = -402095.911937
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 104.
Iteration 139Q (9229.300000 sec): 105 clusters
  Score: Raw -66997539.406030 + Penalty 229496.324407 = -66768043.081622
  nChanged 4189
Iteration 140F (9402.150000 sec): 105 clusters
  Score: Raw -67000854.435482 + Penalty 229496.324407 = -66771358.111075
  nChanged 3427
Iteration 141Q (9500.080000 sec): 105 clusters
  Score: Raw -67002341.883085 + Penalty 229496.324407 = -66772845.558678
  nChanged 2277
Iteration 142Q (9618.460000 sec): 105 clusters
  Score: Raw -67003182.988068 + Penalty 229496.324407 = -66773686.663660
  nChanged 1709
Iteration 143Q (9726.630000 sec): 105 clusters
  Score: Raw -67003759.520174 + Penalty 229496.324407 = -66774263.195767
  nChanged 1381
Iteration 144Q (9830.580000 sec): 105 clusters
  Score: Raw -67004211.899193 + Penalty 229496.324407 = -66774715.574786
  nChanged 1229
Iteration 145Q (9932.680000 sec): 105 clusters
  Score: Raw -67004614.671009 + Penalty 229496.324407 = -66775118.346602
  nChanged 1076
Iteration 146Q (10036.760000 sec): 105 clusters
  Score: Raw -67005023.162875 + Penalty 229496.324407 = -66775526.838467
  nChanged 1019
Iteration 147Q (10135.800000 sec): 105 clusters
  Score: Raw -67005352.623411 + Penalty 229496.324407 = -66775856.299004
  nChanged 938
Iteration 148Q (10232.490000 sec): 105 clusters
  Score: Raw -67005621.712895 + Penalty 229496.324407 = -66776125.388487
  nChanged 831
Iteration 149Q (10339.310000 sec): 105 clusters
  Score: Raw -67005845.724265 + Penalty 229496.324407 = -66776349.399858
  nChanged 814
Iteration 150Q (10443.910000 sec): 105 clusters
  Score: Raw -67006071.399305 + Penalty 229496.324407 = -66776575.074897
  nChanged 752
Iteration 151Q (10548.210000 sec): 105 clusters
  Score: Raw -67006227.371125 + Penalty 229496.324407 = -66776731.046718
  nChanged 682
Iteration 152Q (10709.060000 sec): 105 clusters
  Score: Raw -67006368.097414 + Penalty 229496.324407 = -66776871.773007
  nChanged 661
Iteration 153Q (10870.960000 sec): 105 clusters
  Score: Raw -67006496.895976 + Penalty 229496.324407 = -66777000.571569
  nChanged 646
Iteration 154Q (11028.310000 sec): 105 clusters
  Score: Raw -67006620.368101 + Penalty 229496.324407 = -66777124.043694
  nChanged 612
Iteration 155Q (11172.010000 sec): 105 clusters
  Score: Raw -67006716.492900 + Penalty 229496.324407 = -66777220.168492
  nChanged 546
Iteration 156Q (11308.840000 sec): 105 clusters
  Score: Raw -67006796.870210 + Penalty 229496.324407 = -66777300.545803
  nChanged 512
Iteration 157Q (11470.760000 sec): 105 clusters
  Score: Raw -67006863.172088 + Penalty 229496.324407 = -66777366.847680
  nChanged 440
Iteration 158Q (11615.110000 sec): 105 clusters
  Score: Raw -67006918.155223 + Penalty 229496.324407 = -66777421.830815
  nChanged 368
Iteration 159Q (11741.950000 sec): 105 clusters
  Score: Raw -67006959.667258 + Penalty 229496.324407 = -66777463.342850
  nChanged 354
Iteration 160F (11953.440000 sec): 105 clusters
  Score: Raw -67007139.583289 + Penalty 229496.324407 = -66777643.258882
  nChanged 461
Iteration 161Q (12111.620000 sec): 105 clusters
  Score: Raw -67007313.807618 + Penalty 229496.324407 = -66777817.483211
  nChanged 468
Iteration 162Q (12250.670000 sec): 105 clusters
  Score: Raw -67007461.997985 + Penalty 229496.324407 = -66777965.673577
  nChanged 499
Iteration 163Q (12375.860000 sec): 105 clusters
  Score: Raw -67007724.617627 + Penalty 229496.324407 = -66778228.293219
  nChanged 533
Iteration 164Q (12507.230000 sec): 105 clusters
  Score: Raw -67008056.817439 + Penalty 229496.324407 = -66778560.493031
  nChanged 516
Iteration 165Q (12662.350000 sec): 105 clusters
  Score: Raw -67008414.250850 + Penalty 229496.324407 = -66778917.926443
  nChanged 509
Iteration 166Q (12824.670000 sec): 105 clusters
  Score: Raw -67008669.749169 + Penalty 229496.324407 = -66779173.424761
  nChanged 451
Iteration 167Q (12981.450000 sec): 105 clusters
  Score: Raw -67008789.517650 + Penalty 229496.324407 = -66779293.193242
  nChanged 432
Iteration 168Q (13139.090000 sec): 105 clusters
  Score: Raw -67008863.091411 + Penalty 229496.324407 = -66779366.767004
  nChanged 442
Iteration 169Q (13302.050000 sec): 105 clusters
  Score: Raw -67008932.254555 + Penalty 229496.324407 = -66779435.930148
  nChanged 417
Iteration 170Q (13458.110000 sec): 105 clusters
  Score: Raw -67008988.825445 + Penalty 229496.324407 = -66779492.501037
  nChanged 415
Iteration 171Q (13590.530000 sec): 105 clusters
  Score: Raw -67009048.578920 + Penalty 229496.324407 = -66779552.254512
  nChanged 390
Iteration 172Q (13752.560000 sec): 105 clusters
  Score: Raw -67009110.704686 + Penalty 229496.324407 = -66779614.380279
  nChanged 388
Iteration 173Q (13888.630000 sec): 105 clusters
  Score: Raw -67009181.550901 + Penalty 229496.324407 = -66779685.226494
  nChanged 396
Iteration 174Q (14016.510000 sec): 105 clusters
  Score: Raw -67009247.574987 + Penalty 229496.324407 = -66779751.250580
  nChanged 386
Iteration 175Q (14135.390000 sec): 105 clusters
  Score: Raw -67009312.324257 + Penalty 229496.324407 = -66779815.999850
  nChanged 386
Iteration 176Q (14281.110000 sec): 105 clusters
  Score: Raw -67009369.546894 + Penalty 229496.324407 = -66779873.222486
  nChanged 363
Iteration 177Q (14415.240000 sec): 105 clusters
  Score: Raw -67009434.752660 + Penalty 229496.324407 = -66779938.428253
  nChanged 385
Iteration 178Q (14557.550000 sec): 105 clusters
  Score: Raw -67009504.991649 + Penalty 229496.324407 = -66780008.667242
  nChanged 353
Writing temp clu file 
Because OldScore, -66779938.428253, is greater than current (better) Score,-66780008.667242 
 Compute initial score before splitting:   Score: Raw -67009504.991649 + Penalty 229496.324407 = -66780008.667242
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 1 (5200 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14557.910000 sec): 2 clusters
  Score: Raw -492203.860140 + Penalty 1390.417259 = -490813.442880
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14558.090000 sec): 3 clusters
  Score: Raw -489456.502891 + Penalty 2780.834519 = -486675.668372
  nChanged 2114
		SP:Iteration 1F (14558.250000 sec): 3 clusters
  Score: Raw -490513.038004 + Penalty 2780.834519 = -487732.203485
  nChanged 315
		SP:Iteration 2F (14558.420000 sec): 3 clusters
  Score: Raw -490656.774339 + Penalty 2780.834519 = -487875.939820
  nChanged 263
		SP:Iteration 3F (14558.590000 sec): 3 clusters
  Score: Raw -490780.385947 + Penalty 2780.834519 = -487999.551428
  nChanged 241
		SP:Iteration 4Q (14558.770000 sec): 3 clusters
  Score: Raw -490899.387995 + Penalty 2780.834519 = -488118.553476
  nChanged 212
		SP:Iteration 5Q (14558.950000 sec): 3 clusters
  Score: Raw -491013.418175 + Penalty 2780.834519 = -488232.583656
  nChanged 241
		SP:Iteration 6Q (14559.150000 sec): 3 clusters
  Score: Raw -491151.528971 + Penalty 2780.834519 = -488370.694452
  nChanged 243
		SP:Iteration 7Q (14559.340000 sec): 3 clusters
  Score: Raw -491298.468426 + Penalty 2780.834519 = -488517.633907
  nChanged 254
		SP:Iteration 8Q (14559.550000 sec): 3 clusters
  Score: Raw -491475.943721 + Penalty 2780.834519 = -488695.109202
  nChanged 238
		SP:Iteration 9Q (14559.750000 sec): 3 clusters
  Score: Raw -491657.097504 + Penalty 2780.834519 = -488876.262985
  nChanged 212
		SP:Iteration 10Q (14559.920000 sec): 3 clusters
  Score: Raw -491806.207395 + Penalty 2780.834519 = -489025.372876
  nChanged 173
		SP:Iteration 11Q (14560.040000 sec): 3 clusters
  Score: Raw -491946.487179 + Penalty 2780.834519 = -489165.652660
  nChanged 144
		SP:Iteration 12Q (14560.240000 sec): 3 clusters
  Score: Raw -492068.070262 + Penalty 2780.834519 = -489287.235743
  nChanged 120
		SP:Iteration 13Q (14560.390000 sec): 3 clusters
  Score: Raw -492161.710680 + Penalty 2780.834519 = -489380.876161
  nChanged 72
		SP:Iteration 14Q (14560.590000 sec): 3 clusters
  Score: Raw -492214.800135 + Penalty 2780.834519 = -489433.965616
  nChanged 53
		SP:Iteration 15Q (14560.790000 sec): 3 clusters
  Score: Raw -492256.700992 + Penalty 2780.834519 = -489475.866473
  nChanged 36
		SP:Iteration 16Q (14560.930000 sec): 3 clusters
  Score: Raw -492284.841452 + Penalty 2780.834519 = -489504.006933
  nChanged 29
		SP:Iteration 17Q (14561.130000 sec): 3 clusters
  Score: Raw -492311.999847 + Penalty 2780.834519 = -489531.165328
  nChanged 25
		SP:Iteration 18Q (14561.300000 sec): 3 clusters
  Score: Raw -492334.660390 + Penalty 2780.834519 = -489553.825871
  nChanged 16
		SP:Iteration 19Q (14561.470000 sec): 3 clusters
  Score: Raw -492354.116370 + Penalty 2780.834519 = -489573.281851
  nChanged 18
		SP:Iteration 20F (14561.630000 sec): 3 clusters
  Score: Raw -492370.913255 + Penalty 2780.834519 = -489590.078736
  nChanged 15
		SP:Iteration 21Q (14561.760000 sec): 3 clusters
  Score: Raw -492384.585087 + Penalty 2780.834519 = -489603.750568
  nChanged 7
		SP:Iteration 22Q (14561.880000 sec): 3 clusters
  Score: Raw -492390.402012 + Penalty 2780.834519 = -489609.567493
  nChanged 6
		SP:Iteration 23Q (14562.100000 sec): 3 clusters
  Score: Raw -492394.741182 + Penalty 2780.834519 = -489613.906663
  nChanged 1
		SP:Iteration 24Q (14562.300000 sec): 3 clusters
  Score: Raw -492395.531846 + Penalty 2780.834519 = -489614.697327
  nChanged 2
		SP:Iteration 25Q (14562.500000 sec): 3 clusters
  Score: Raw -492397.887266 + Penalty 2780.834519 = -489617.052747
  nChanged 1
		SP:Iteration 26Q (14562.620000 sec): 3 clusters
  Score: Raw -492399.036840 + Penalty 2780.834519 = -489618.202321
  nChanged 3
		SP:Iteration 27Q (14562.830000 sec): 3 clusters
  Score: Raw -492400.648465 + Penalty 2780.834519 = -489619.813946
  nChanged 0
		SP:Iteration 28F (14562.970000 sec): 3 clusters
  Score: Raw -492400.648465 + Penalty 2780.834519 = -489619.813946
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 2 (6512 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14563.100000 sec): 2 clusters
  Score: Raw -558550.715789 + Penalty 1426.977810 = -557123.737979
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14563.310000 sec): 3 clusters
  Score: Raw -555054.451214 + Penalty 2853.955620 = -552200.495594
  nChanged 2676
		SP:Iteration 1F (14563.520000 sec): 3 clusters
  Score: Raw -556502.276646 + Penalty 2853.955620 = -553648.321026
  nChanged 435
		SP:Iteration 2F (14563.730000 sec): 3 clusters
  Score: Raw -556680.180266 + Penalty 2853.955620 = -553826.224646
  nChanged 293
		SP:Iteration 3Q (14563.930000 sec): 3 clusters
  Score: Raw -556799.589557 + Penalty 2853.955620 = -553945.633937
  nChanged 239
		SP:Iteration 4Q (14564.130000 sec): 3 clusters
  Score: Raw -556890.065322 + Penalty 2853.955620 = -554036.109702
  nChanged 207
		SP:Iteration 5Q (14564.340000 sec): 3 clusters
  Score: Raw -556962.536817 + Penalty 2853.955620 = -554108.581197
  nChanged 163
		SP:Iteration 6Q (14564.550000 sec): 3 clusters
  Score: Raw -557023.558655 + Penalty 2853.955620 = -554169.603035
  nChanged 166
		SP:Iteration 7Q (14564.750000 sec): 3 clusters
  Score: Raw -557079.754558 + Penalty 2853.955620 = -554225.798938
  nChanged 133
		SP:Iteration 8Q (14564.950000 sec): 3 clusters
  Score: Raw -557118.825320 + Penalty 2853.955620 = -554264.869700
  nChanged 105
		SP:Iteration 9Q (14565.160000 sec): 3 clusters
  Score: Raw -557148.397337 + Penalty 2853.955620 = -554294.441717
  nChanged 111
		SP:Iteration 10Q (14565.360000 sec): 3 clusters
  Score: Raw -557180.962703 + Penalty 2853.955620 = -554327.007083
  nChanged 98
		SP:Iteration 11Q (14565.570000 sec): 3 clusters
  Score: Raw -557209.932586 + Penalty 2853.955620 = -554355.976966
  nChanged 97
		SP:Iteration 12Q (14565.770000 sec): 3 clusters
  Score: Raw -557243.750566 + Penalty 2853.955620 = -554389.794946
  nChanged 96
		SP:Iteration 13Q (14565.980000 sec): 3 clusters
  Score: Raw -557278.064621 + Penalty 2853.955620 = -554424.109001
  nChanged 101
		SP:Iteration 14Q (14566.180000 sec): 3 clusters
  Score: Raw -557315.372949 + Penalty 2853.955620 = -554461.417329
  nChanged 111
		SP:Iteration 15Q (14566.390000 sec): 3 clusters
  Score: Raw -557348.355944 + Penalty 2853.955620 = -554494.400324
  nChanged 106
		SP:Iteration 16Q (14566.590000 sec): 3 clusters
  Score: Raw -557378.967456 + Penalty 2853.955620 = -554525.011836
  nChanged 90
		SP:Iteration 17Q (14566.800000 sec): 3 clusters
  Score: Raw -557402.250489 + Penalty 2853.955620 = -554548.294869
  nChanged 79
		SP:Iteration 18Q (14567.000000 sec): 3 clusters
  Score: Raw -557424.459495 + Penalty 2853.955620 = -554570.503875
  nChanged 76
		SP:Iteration 19Q (14567.210000 sec): 3 clusters
  Score: Raw -557443.977111 + Penalty 2853.955620 = -554590.021491
  nChanged 59
		SP:Iteration 20F (14567.410000 sec): 3 clusters
  Score: Raw -557458.135299 + Penalty 2853.955620 = -554604.179679
  nChanged 62
		SP:Iteration 21Q (14567.610000 sec): 3 clusters
  Score: Raw -557471.728806 + Penalty 2853.955620 = -554617.773186
  nChanged 53
		SP:Iteration 22Q (14567.820000 sec): 3 clusters
  Score: Raw -557483.590309 + Penalty 2853.955620 = -554629.634689
  nChanged 45
		SP:Iteration 23Q (14568.030000 sec): 3 clusters
  Score: Raw -557493.903455 + Penalty 2853.955620 = -554639.947835
  nChanged 39
		SP:Iteration 24Q (14568.240000 sec): 3 clusters
  Score: Raw -557503.238062 + Penalty 2853.955620 = -554649.282442
  nChanged 47
		SP:Iteration 25Q (14568.440000 sec): 3 clusters
  Score: Raw -557511.619099 + Penalty 2853.955620 = -554657.663479
  nChanged 33
		SP:Iteration 26Q (14568.640000 sec): 3 clusters
  Score: Raw -557518.513909 + Penalty 2853.955620 = -554664.558289
  nChanged 42
		SP:Iteration 27Q (14568.850000 sec): 3 clusters
  Score: Raw -557530.457915 + Penalty 2853.955620 = -554676.502295
  nChanged 50
		SP:Iteration 28Q (14569.060000 sec): 3 clusters
  Score: Raw -557544.489111 + Penalty 2853.955620 = -554690.533491
  nChanged 44
		SP:Iteration 29Q (14569.260000 sec): 3 clusters
  Score: Raw -557558.300189 + Penalty 2853.955620 = -554704.344569
  nChanged 48
		SP:Iteration 30Q (14569.460000 sec): 3 clusters
  Score: Raw -557572.443153 + Penalty 2853.955620 = -554718.487533
  nChanged 46
		SP:Iteration 31Q (14569.670000 sec): 3 clusters
  Score: Raw -557588.663645 + Penalty 2853.955620 = -554734.708025
  nChanged 73
		SP:Iteration 32Q (14569.880000 sec): 3 clusters
  Score: Raw -557616.132866 + Penalty 2853.955620 = -554762.177246
  nChanged 92
		SP:Iteration 33Q (14570.100000 sec): 3 clusters
  Score: Raw -557654.293647 + Penalty 2853.955620 = -554800.338027
  nChanged 95
		SP:Iteration 34Q (14570.330000 sec): 3 clusters
  Score: Raw -557694.214875 + Penalty 2853.955620 = -554840.259255
  nChanged 104
		SP:Iteration 35Q (14570.500000 sec): 3 clusters
  Score: Raw -557743.080824 + Penalty 2853.955620 = -554889.125204
  nChanged 116
		SP:Iteration 36Q (14570.650000 sec): 3 clusters
  Score: Raw -557803.423589 + Penalty 2853.955620 = -554949.467969
  nChanged 133
		SP:Iteration 37Q (14570.830000 sec): 3 clusters
  Score: Raw -557871.310782 + Penalty 2853.955620 = -555017.355162
  nChanged 126
		SP:Iteration 38Q (14570.970000 sec): 3 clusters
  Score: Raw -557941.378448 + Penalty 2853.955620 = -555087.422828
  nChanged 122
		SP:Iteration 39Q (14571.180000 sec): 3 clusters
  Score: Raw -558012.602933 + Penalty 2853.955620 = -555158.647313
  nChanged 120
		SP:Iteration 40F (14571.320000 sec): 3 clusters
  Score: Raw -558084.761201 + Penalty 2853.955620 = -555230.805581
  nChanged 106
		SP:Iteration 41Q (14571.460000 sec): 3 clusters
  Score: Raw -558154.217310 + Penalty 2853.955620 = -555300.261690
  nChanged 109
		SP:Iteration 42Q (14571.610000 sec): 3 clusters
  Score: Raw -558217.241029 + Penalty 2853.955620 = -555363.285409
  nChanged 103
		SP:Iteration 43Q (14571.810000 sec): 3 clusters
  Score: Raw -558273.546044 + Penalty 2853.955620 = -555419.590424
  nChanged 102
		SP:Iteration 44Q (14571.920000 sec): 3 clusters
  Score: Raw -558334.614899 + Penalty 2853.955620 = -555480.659279
  nChanged 108
		SP:Iteration 45Q (14572.100000 sec): 3 clusters
  Score: Raw -558398.585634 + Penalty 2853.955620 = -555544.630014
  nChanged 82
		SP:Iteration 46Q (14572.290000 sec): 3 clusters
  Score: Raw -558447.964935 + Penalty 2853.955620 = -555594.009316
  nChanged 79
		SP:Iteration 47Q (14572.490000 sec): 3 clusters
  Score: Raw -558489.840780 + Penalty 2853.955620 = -555635.885160
  nChanged 78
		SP:Iteration 48Q (14572.660000 sec): 3 clusters
  Score: Raw -558524.079248 + Penalty 2853.955620 = -555670.123628
  nChanged 64
		SP:Iteration 49Q (14572.850000 sec): 3 clusters
  Score: Raw -558556.457857 + Penalty 2853.955620 = -555702.502237
  nChanged 59
		SP:Iteration 50Q (14573.060000 sec): 3 clusters
  Score: Raw -558585.923150 + Penalty 2853.955620 = -555731.967530
  nChanged 62
		SP:Iteration 51Q (14573.250000 sec): 3 clusters
  Score: Raw -558607.538481 + Penalty 2853.955620 = -555753.582861
  nChanged 50
		SP:Iteration 52Q (14573.450000 sec): 3 clusters
  Score: Raw -558627.153492 + Penalty 2853.955620 = -555773.197872
  nChanged 46
		SP:Iteration 53Q (14573.620000 sec): 3 clusters
  Score: Raw -558643.718496 + Penalty 2853.955620 = -555789.762876
  nChanged 45
		SP:Iteration 54Q (14573.860000 sec): 3 clusters
  Score: Raw -558661.615056 + Penalty 2853.955620 = -555807.659436
  nChanged 40
		SP:Iteration 55Q (14574.020000 sec): 3 clusters
  Score: Raw -558676.964589 + Penalty 2853.955620 = -555823.008969
  nChanged 42
		SP:Iteration 56Q (14574.200000 sec): 3 clusters
  Score: Raw -558695.118819 + Penalty 2853.955620 = -555841.163199
  nChanged 53
		SP:Iteration 57Q (14574.400000 sec): 3 clusters
  Score: Raw -558720.952412 + Penalty 2853.955620 = -555866.996792
  nChanged 53
		SP:Iteration 58Q (14574.590000 sec): 3 clusters
  Score: Raw -558743.930077 + Penalty 2853.955620 = -555889.974457
  nChanged 39
		SP:Iteration 59Q (14574.800000 sec): 3 clusters
  Score: Raw -558762.150943 + Penalty 2853.955620 = -555908.195323
  nChanged 38
		SP:Iteration 60F (14574.990000 sec): 3 clusters
  Score: Raw -558781.875764 + Penalty 2853.955620 = -555927.920144
  nChanged 38
		SP:Iteration 61Q (14575.170000 sec): 3 clusters
  Score: Raw -558798.662658 + Penalty 2853.955620 = -555944.707038
  nChanged 31
		SP:Iteration 62Q (14575.390000 sec): 3 clusters
  Score: Raw -558808.726679 + Penalty 2853.955620 = -555954.771059
  nChanged 35
		SP:Iteration 63Q (14575.580000 sec): 3 clusters
  Score: Raw -558821.282196 + Penalty 2853.955620 = -555967.326576
  nChanged 22
		SP:Iteration 64Q (14575.750000 sec): 3 clusters
  Score: Raw -558829.318909 + Penalty 2853.955620 = -555975.363289
  nChanged 21
		SP:Iteration 65Q (14575.920000 sec): 3 clusters
  Score: Raw -558836.029141 + Penalty 2853.955620 = -555982.073521
  nChanged 15
		SP:Iteration 66Q (14576.100000 sec): 3 clusters
  Score: Raw -558841.615795 + Penalty 2853.955620 = -555987.660175
  nChanged 12
		SP:Iteration 67Q (14576.290000 sec): 3 clusters
  Score: Raw -558846.936257 + Penalty 2853.955620 = -555992.980637
  nChanged 16
		SP:Iteration 68Q (14576.470000 sec): 3 clusters
  Score: Raw -558852.454169 + Penalty 2853.955620 = -555998.498549
  nChanged 18
		SP:Iteration 69Q (14576.660000 sec): 3 clusters
  Score: Raw -558859.715604 + Penalty 2853.955620 = -556005.759984
  nChanged 15
		SP:Iteration 70Q (14576.820000 sec): 3 clusters
  Score: Raw -558866.931374 + Penalty 2853.955620 = -556012.975754
  nChanged 14
		SP:Iteration 71Q (14577.030000 sec): 3 clusters
  Score: Raw -558873.423170 + Penalty 2853.955620 = -556019.467550
  nChanged 15
		SP:Iteration 72Q (14577.230000 sec): 3 clusters
  Score: Raw -558879.868895 + Penalty 2853.955620 = -556025.913275
  nChanged 12
		SP:Iteration 73Q (14577.380000 sec): 3 clusters
  Score: Raw -558884.029403 + Penalty 2853.955620 = -556030.073783
  nChanged 11
		SP:Iteration 74Q (14577.560000 sec): 3 clusters
  Score: Raw -558888.303112 + Penalty 2853.955620 = -556034.347492
  nChanged 14
		SP:Iteration 75Q (14577.760000 sec): 3 clusters
  Score: Raw -558894.684753 + Penalty 2853.955620 = -556040.729133
  nChanged 10
		SP:Iteration 76Q (14577.960000 sec): 3 clusters
  Score: Raw -558898.996931 + Penalty 2853.955620 = -556045.041311
  nChanged 18
		SP:Iteration 77Q (14578.120000 sec): 3 clusters
  Score: Raw -558906.961428 + Penalty 2853.955620 = -556053.005808
  nChanged 11
		SP:Iteration 78Q (14578.260000 sec): 3 clusters
  Score: Raw -558911.092814 + Penalty 2853.955620 = -556057.137194
  nChanged 16
		SP:Iteration 79Q (14578.400000 sec): 3 clusters
  Score: Raw -558916.825353 + Penalty 2853.955620 = -556062.869733
  nChanged 9
		SP:Iteration 80F (14578.610000 sec): 3 clusters
  Score: Raw -558919.365713 + Penalty 2853.955620 = -556065.410093
  nChanged 6
		SP:Iteration 81Q (14578.750000 sec): 3 clusters
  Score: Raw -558920.862248 + Penalty 2853.955620 = -556066.906628
  nChanged 6
		SP:Iteration 82Q (14578.910000 sec): 3 clusters
  Score: Raw -558922.510950 + Penalty 2853.955620 = -556068.555330
  nChanged 4
		SP:Iteration 83Q (14579.110000 sec): 3 clusters
  Score: Raw -558923.863408 + Penalty 2853.955620 = -556069.907788
  nChanged 4
		SP:Iteration 84Q (14579.290000 sec): 3 clusters
  Score: Raw -558924.621404 + Penalty 2853.955620 = -556070.665784
  nChanged 4
		SP:Iteration 85Q (14579.400000 sec): 3 clusters
  Score: Raw -558925.685168 + Penalty 2853.955620 = -556071.729548
  nChanged 5
		SP:Iteration 86Q (14579.550000 sec): 3 clusters
  Score: Raw -558927.116356 + Penalty 2853.955620 = -556073.160736
  nChanged 5
		SP:Iteration 87Q (14579.750000 sec): 3 clusters
  Score: Raw -558929.215198 + Penalty 2853.955620 = -556075.259578
  nChanged 5
		SP:Iteration 88Q (14579.910000 sec): 3 clusters
  Score: Raw -558931.187441 + Penalty 2853.955620 = -556077.231821
  nChanged 5
		SP:Iteration 89Q (14580.050000 sec): 3 clusters
  Score: Raw -558932.452474 + Penalty 2853.955620 = -556078.496854
  nChanged 4
		SP:Iteration 90Q (14580.250000 sec): 3 clusters
  Score: Raw -558933.465524 + Penalty 2853.955620 = -556079.509904
  nChanged 4
		SP:Iteration 91Q (14580.360000 sec): 3 clusters
  Score: Raw -558935.147062 + Penalty 2853.955620 = -556081.191442
  nChanged 4
		SP:Iteration 92Q (14580.510000 sec): 3 clusters
  Score: Raw -558937.321535 + Penalty 2853.955620 = -556083.365915
  nChanged 5
		SP:Iteration 93Q (14580.710000 sec): 3 clusters
  Score: Raw -558938.321039 + Penalty 2853.955620 = -556084.365419
  nChanged 7
		SP:Iteration 94Q (14580.870000 sec): 3 clusters
  Score: Raw -558940.751052 + Penalty 2853.955620 = -556086.795432
  nChanged 9
		SP:Iteration 95Q (14581.030000 sec): 3 clusters
  Score: Raw -558945.765604 + Penalty 2853.955620 = -556091.809984
  nChanged 9
		SP:Iteration 96Q (14581.190000 sec): 3 clusters
  Score: Raw -558950.413174 + Penalty 2853.955620 = -556096.457554
  nChanged 8
		SP:Iteration 97Q (14581.310000 sec): 3 clusters
  Score: Raw -558954.195681 + Penalty 2853.955620 = -556100.240061
  nChanged 11
		SP:Iteration 98Q (14581.510000 sec): 3 clusters
  Score: Raw -558958.597456 + Penalty 2853.955620 = -556104.641836
  nChanged 12
		SP:Iteration 99Q (14581.670000 sec): 3 clusters
  Score: Raw -558964.423447 + Penalty 2853.955620 = -556110.467827
  nChanged 9
		SP:Iteration 100F (14581.870000 sec): 3 clusters
  Score: Raw -558970.538255 + Penalty 2853.955620 = -556116.582635
  nChanged 9
		SP:Iteration 101Q (14582.010000 sec): 3 clusters
  Score: Raw -558976.048046 + Penalty 2853.955620 = -556122.092426
  nChanged 13
		SP:Iteration 102Q (14582.210000 sec): 3 clusters
  Score: Raw -558981.212403 + Penalty 2853.955620 = -556127.256783
  nChanged 5
		SP:Iteration 103Q (14582.370000 sec): 3 clusters
  Score: Raw -558982.421706 + Penalty 2853.955620 = -556128.466086
  nChanged 2
		SP:Iteration 104Q (14582.510000 sec): 3 clusters
  Score: Raw -558982.896705 + Penalty 2853.955620 = -556128.941085
  nChanged 5
		SP:Iteration 105Q (14582.650000 sec): 3 clusters
  Score: Raw -558985.283208 + Penalty 2853.955620 = -556131.327588
  nChanged 7
		SP:Iteration 106Q (14582.800000 sec): 3 clusters
  Score: Raw -558988.263397 + Penalty 2853.955620 = -556134.307777
  nChanged 8
		SP:Iteration 107Q (14582.940000 sec): 3 clusters
  Score: Raw -558991.950957 + Penalty 2853.955620 = -556137.995337
  nChanged 8
		SP:Iteration 108Q (14583.090000 sec): 3 clusters
  Score: Raw -558994.174645 + Penalty 2853.955620 = -556140.219025
  nChanged 3
		SP:Iteration 109Q (14583.230000 sec): 3 clusters
  Score: Raw -558995.633188 + Penalty 2853.955620 = -556141.677568
  nChanged 5
		SP:Iteration 110Q (14583.390000 sec): 3 clusters
  Score: Raw -558997.718022 + Penalty 2853.955620 = -556143.762402
  nChanged 3
		SP:Iteration 111Q (14583.530000 sec): 3 clusters
  Score: Raw -558998.918431 + Penalty 2853.955620 = -556144.962811
  nChanged 3
		SP:Iteration 112Q (14583.720000 sec): 3 clusters
  Score: Raw -559001.021882 + Penalty 2853.955620 = -556147.066262
  nChanged 3
		SP:Iteration 113Q (14583.910000 sec): 3 clusters
  Score: Raw -559002.228132 + Penalty 2853.955620 = -556148.272512
  nChanged 1
		SP:Iteration 114Q (14584.020000 sec): 3 clusters
  Score: Raw -559002.496141 + Penalty 2853.955620 = -556148.540521
  nChanged 1
		SP:Iteration 115Q (14584.210000 sec): 3 clusters
  Score: Raw -559002.679794 + Penalty 2853.955620 = -556148.724174
  nChanged 1
		SP:Iteration 116Q (14584.360000 sec): 3 clusters
  Score: Raw -559002.832575 + Penalty 2853.955620 = -556148.876955
  nChanged 0
		SP:Iteration 117F (14584.540000 sec): 3 clusters
  Score: Raw -559002.832575 + Penalty 2853.955620 = -556148.876955
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 3 (3356 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14584.620000 sec): 2 clusters
  Score: Raw -279326.691425 + Penalty 1319.257073 = -278007.434351
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14584.790000 sec): 3 clusters
  Score: Raw -277716.172698 + Penalty 2638.514147 = -275077.658551
  nChanged 1323
		SP:Iteration 1F (14584.950000 sec): 3 clusters
  Score: Raw -278453.928224 + Penalty 2638.514147 = -275815.414077
  nChanged 234
		SP:Iteration 2F (14585.110000 sec): 3 clusters
  Score: Raw -278585.159334 + Penalty 2638.514147 = -275946.645187
  nChanged 157
		SP:Iteration 3Q (14585.270000 sec): 3 clusters
  Score: Raw -278680.762445 + Penalty 2638.514147 = -276042.248298
  nChanged 125
		SP:Iteration 4Q (14585.440000 sec): 3 clusters
  Score: Raw -278758.168987 + Penalty 2638.514147 = -276119.654840
  nChanged 115
		SP:Iteration 5Q (14585.610000 sec): 3 clusters
  Score: Raw -278822.513578 + Penalty 2638.514147 = -276183.999431
  nChanged 87
		SP:Iteration 6Q (14585.790000 sec): 3 clusters
  Score: Raw -278864.951411 + Penalty 2638.514147 = -276226.437264
  nChanged 84
		SP:Iteration 7Q (14585.960000 sec): 3 clusters
  Score: Raw -278912.119170 + Penalty 2638.514147 = -276273.605023
  nChanged 85
		SP:Iteration 8Q (14586.140000 sec): 3 clusters
  Score: Raw -278955.298090 + Penalty 2638.514147 = -276316.783943
  nChanged 68
		SP:Iteration 9Q (14586.310000 sec): 3 clusters
  Score: Raw -278988.022795 + Penalty 2638.514147 = -276349.508648
  nChanged 72
		SP:Iteration 10Q (14586.490000 sec): 3 clusters
  Score: Raw -279022.587040 + Penalty 2638.514147 = -276384.072893
  nChanged 61
		SP:Iteration 11Q (14586.670000 sec): 3 clusters
  Score: Raw -279050.371948 + Penalty 2638.514147 = -276411.857801
  nChanged 50
		SP:Iteration 12Q (14586.840000 sec): 3 clusters
  Score: Raw -279070.044735 + Penalty 2638.514147 = -276431.530588
  nChanged 52
		SP:Iteration 13Q (14587.020000 sec): 3 clusters
  Score: Raw -279098.888234 + Penalty 2638.514147 = -276460.374087
  nChanged 48
		SP:Iteration 14Q (14587.190000 sec): 3 clusters
  Score: Raw -279123.333088 + Penalty 2638.514147 = -276484.818941
  nChanged 55
		SP:Iteration 15Q (14587.370000 sec): 3 clusters
  Score: Raw -279146.171874 + Penalty 2638.514147 = -276507.657727
  nChanged 41
		SP:Iteration 16Q (14587.550000 sec): 3 clusters
  Score: Raw -279165.767169 + Penalty 2638.514147 = -276527.253022
  nChanged 44
		SP:Iteration 17Q (14587.720000 sec): 3 clusters
  Score: Raw -279182.215754 + Penalty 2638.514147 = -276543.701607
  nChanged 34
		SP:Iteration 18Q (14587.900000 sec): 3 clusters
  Score: Raw -279196.508643 + Penalty 2638.514147 = -276557.994496
  nChanged 44
		SP:Iteration 19Q (14588.070000 sec): 3 clusters
  Score: Raw -279216.080296 + Penalty 2638.514147 = -276577.566149
  nChanged 33
		SP:Iteration 20F (14588.250000 sec): 3 clusters
  Score: Raw -279229.644975 + Penalty 2638.514147 = -276591.130828
  nChanged 33
		SP:Iteration 21Q (14588.430000 sec): 3 clusters
  Score: Raw -279248.287424 + Penalty 2638.514147 = -276609.773277
  nChanged 44
		SP:Iteration 22Q (14588.600000 sec): 3 clusters
  Score: Raw -279269.362199 + Penalty 2638.514147 = -276630.848052
  nChanged 39
		SP:Iteration 23Q (14588.780000 sec): 3 clusters
  Score: Raw -279289.006908 + Penalty 2638.514147 = -276650.492761
  nChanged 44
		SP:Iteration 24Q (14588.950000 sec): 3 clusters
  Score: Raw -279306.289510 + Penalty 2638.514147 = -276667.775363
  nChanged 38
		SP:Iteration 25Q (14589.130000 sec): 3 clusters
  Score: Raw -279322.940575 + Penalty 2638.514147 = -276684.426428
  nChanged 35
		SP:Iteration 26Q (14589.310000 sec): 3 clusters
  Score: Raw -279341.355057 + Penalty 2638.514147 = -276702.840910
  nChanged 37
		SP:Iteration 27Q (14589.480000 sec): 3 clusters
  Score: Raw -279359.447969 + Penalty 2638.514147 = -276720.933822
  nChanged 44
		SP:Iteration 28Q (14589.660000 sec): 3 clusters
  Score: Raw -279390.375744 + Penalty 2638.514147 = -276751.861597
  nChanged 60
		SP:Iteration 29Q (14589.830000 sec): 3 clusters
  Score: Raw -279420.608705 + Penalty 2638.514147 = -276782.094558
  nChanged 48
		SP:Iteration 30Q (14590.010000 sec): 3 clusters
  Score: Raw -279443.312167 + Penalty 2638.514147 = -276804.798020
  nChanged 35
		SP:Iteration 31Q (14590.190000 sec): 3 clusters
  Score: Raw -279464.225339 + Penalty 2638.514147 = -276825.711192
  nChanged 46
		SP:Iteration 32Q (14590.360000 sec): 3 clusters
  Score: Raw -279485.442447 + Penalty 2638.514147 = -276846.928300
  nChanged 31
		SP:Iteration 33Q (14590.530000 sec): 3 clusters
  Score: Raw -279501.365383 + Penalty 2638.514147 = -276862.851236
  nChanged 30
		SP:Iteration 34Q (14590.710000 sec): 3 clusters
  Score: Raw -279517.357994 + Penalty 2638.514147 = -276878.843847
  nChanged 34
		SP:Iteration 35Q (14590.890000 sec): 3 clusters
  Score: Raw -279534.200235 + Penalty 2638.514147 = -276895.686088
  nChanged 38
		SP:Iteration 36Q (14591.060000 sec): 3 clusters
  Score: Raw -279556.859396 + Penalty 2638.514147 = -276918.345249
  nChanged 38
		SP:Iteration 37Q (14591.240000 sec): 3 clusters
  Score: Raw -279578.901101 + Penalty 2638.514147 = -276940.386954
  nChanged 32
		SP:Iteration 38Q (14591.410000 sec): 3 clusters
  Score: Raw -279591.751518 + Penalty 2638.514147 = -276953.237371
  nChanged 30
		SP:Iteration 39Q (14591.590000 sec): 3 clusters
  Score: Raw -279607.427929 + Penalty 2638.514147 = -276968.913782
  nChanged 31
		SP:Iteration 40F (14591.770000 sec): 3 clusters
  Score: Raw -279623.166340 + Penalty 2638.514147 = -276984.652193
  nChanged 27
		SP:Iteration 41Q (14591.940000 sec): 3 clusters
  Score: Raw -279638.433917 + Penalty 2638.514147 = -276999.919770
  nChanged 31
		SP:Iteration 42Q (14592.120000 sec): 3 clusters
  Score: Raw -279663.509293 + Penalty 2638.514147 = -277024.995147
  nChanged 35
		SP:Iteration 43Q (14592.290000 sec): 3 clusters
  Score: Raw -279685.128513 + Penalty 2638.514147 = -277046.614366
  nChanged 29
		SP:Iteration 44Q (14592.470000 sec): 3 clusters
  Score: Raw -279700.219255 + Penalty 2638.514147 = -277061.705108
  nChanged 34
		SP:Iteration 45Q (14592.730000 sec): 3 clusters
  Score: Raw -279720.806092 + Penalty 2638.514147 = -277082.291945
  nChanged 26
		SP:Iteration 46Q (14592.890000 sec): 3 clusters
  Score: Raw -279738.834831 + Penalty 2638.514147 = -277100.320684
  nChanged 24
		SP:Iteration 47Q (14593.070000 sec): 3 clusters
  Score: Raw -279749.097982 + Penalty 2638.514147 = -277110.583835
  nChanged 14
		SP:Iteration 48Q (14593.260000 sec): 3 clusters
  Score: Raw -279754.194710 + Penalty 2638.514147 = -277115.680563
  nChanged 8
		SP:Iteration 49Q (14593.370000 sec): 3 clusters
  Score: Raw -279756.422242 + Penalty 2638.514147 = -277117.908095
  nChanged 6
		SP:Iteration 50Q (14593.510000 sec): 3 clusters
  Score: Raw -279758.017189 + Penalty 2638.514147 = -277119.503042
  nChanged 6
		SP:Iteration 51Q (14593.650000 sec): 3 clusters
  Score: Raw -279759.427063 + Penalty 2638.514147 = -277120.912916
  nChanged 4
		SP:Iteration 52Q (14593.830000 sec): 3 clusters
  Score: Raw -279760.526343 + Penalty 2638.514147 = -277122.012196
  nChanged 2
		SP:Iteration 53Q (14593.970000 sec): 3 clusters
  Score: Raw -279761.238888 + Penalty 2638.514147 = -277122.724741
  nChanged 3
		SP:Iteration 54Q (14594.120000 sec): 3 clusters
  Score: Raw -279762.385969 + Penalty 2638.514147 = -277123.871822
  nChanged 5
		SP:Iteration 55Q (14594.250000 sec): 3 clusters
  Score: Raw -279764.523107 + Penalty 2638.514147 = -277126.008960
  nChanged 4
		SP:Iteration 56Q (14594.400000 sec): 3 clusters
  Score: Raw -279765.865812 + Penalty 2638.514147 = -277127.351665
  nChanged 3
		SP:Iteration 57Q (14594.550000 sec): 3 clusters
  Score: Raw -279766.598026 + Penalty 2638.514147 = -277128.083879
  nChanged 1
		SP:Iteration 58Q (14594.700000 sec): 3 clusters
  Score: Raw -279766.800082 + Penalty 2638.514147 = -277128.285935
  nChanged 1
		SP:Iteration 59Q (14594.790000 sec): 3 clusters
  Score: Raw -279767.060839 + Penalty 2638.514147 = -277128.546692
  nChanged 1
		SP:Iteration 60F (14594.930000 sec): 3 clusters
  Score: Raw -279767.283484 + Penalty 2638.514147 = -277128.769337
  nChanged 1
		SP:Iteration 61Q (14595.080000 sec): 3 clusters
  Score: Raw -279767.534946 + Penalty 2638.514147 = -277129.020799
  nChanged 0
		SP:Iteration 62F (14595.220000 sec): 3 clusters
  Score: Raw -279767.534946 + Penalty 2638.514147 = -277129.020799
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 4 (10538 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14595.390000 sec): 2 clusters
  Score: Raw -936710.242202 + Penalty 1505.195746 = -935205.046456
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14595.550000 sec): 3 clusters
  Score: Raw -930715.633276 + Penalty 3010.391492 = -927705.241785
  nChanged 4629
		SP:Iteration 1F (14595.780000 sec): 3 clusters
  Score: Raw -933187.989303 + Penalty 3010.391492 = -930177.597811
  nChanged 634
		SP:Iteration 2F (14596.060000 sec): 3 clusters
  Score: Raw -933425.964147 + Penalty 3010.391492 = -930415.572655
  nChanged 474
		SP:Iteration 3Q (14596.260000 sec): 3 clusters
  Score: Raw -933587.105880 + Penalty 3010.391492 = -930576.714389
  nChanged 357
		SP:Iteration 4Q (14596.540000 sec): 3 clusters
  Score: Raw -933700.046408 + Penalty 3010.391492 = -930689.654917
  nChanged 319
		SP:Iteration 5Q (14596.780000 sec): 3 clusters
  Score: Raw -933802.659944 + Penalty 3010.391492 = -930792.268452
  nChanged 308
		SP:Iteration 6Q (14597.010000 sec): 3 clusters
  Score: Raw -933896.617401 + Penalty 3010.391492 = -930886.225910
  nChanged 304
		SP:Iteration 7Q (14597.270000 sec): 3 clusters
  Score: Raw -933995.652683 + Penalty 3010.391492 = -930985.261192
  nChanged 345
		SP:Iteration 8Q (14597.490000 sec): 3 clusters
  Score: Raw -934150.691104 + Penalty 3010.391492 = -931140.299612
  nChanged 436
		SP:Iteration 9Q (14597.740000 sec): 3 clusters
  Score: Raw -934370.832455 + Penalty 3010.391492 = -931360.440964
  nChanged 518
		SP:Iteration 10Q (14598.000000 sec): 3 clusters
  Score: Raw -934699.972111 + Penalty 3010.391492 = -931689.580620
  nChanged 590
		SP:Iteration 11F (14598.260000 sec): 3 clusters
  Score: Raw -935100.733282 + Penalty 3010.391492 = -932090.341790
  nChanged 565
		SP:Iteration 12F (14598.510000 sec): 3 clusters
  Score: Raw -935491.331777 + Penalty 3010.391492 = -932480.940285
  nChanged 558
		SP:Iteration 13F (14598.810000 sec): 3 clusters
  Score: Raw -935872.998132 + Penalty 3010.391492 = -932862.606641
  nChanged 425
		SP:Iteration 14Q (14599.060000 sec): 3 clusters
  Score: Raw -936132.277103 + Penalty 3010.391492 = -933121.885612
  nChanged 302
		SP:Iteration 15Q (14599.290000 sec): 3 clusters
  Score: Raw -936300.986239 + Penalty 3010.391492 = -933290.594747
  nChanged 213
		SP:Iteration 16Q (14599.570000 sec): 3 clusters
  Score: Raw -936444.956440 + Penalty 3010.391492 = -933434.564948
  nChanged 210
		SP:Iteration 17Q (14599.770000 sec): 3 clusters
  Score: Raw -936602.593691 + Penalty 3010.391492 = -933592.202200
  nChanged 204
		SP:Iteration 18Q (14599.970000 sec): 3 clusters
  Score: Raw -936770.001787 + Penalty 3010.391492 = -933759.610296
  nChanged 185
		SP:Iteration 19Q (14600.260000 sec): 3 clusters
  Score: Raw -936946.021920 + Penalty 3010.391492 = -933935.630429
  nChanged 165
		SP:Iteration 20F (14600.500000 sec): 3 clusters
  Score: Raw -937091.634042 + Penalty 3010.391492 = -934081.242550
  nChanged 163
		SP:Iteration 21Q (14600.720000 sec): 3 clusters
  Score: Raw -937232.686221 + Penalty 3010.391492 = -934222.294729
  nChanged 145
		SP:Iteration 22Q (14600.980000 sec): 3 clusters
  Score: Raw -937348.386001 + Penalty 3010.391492 = -934337.994509
  nChanged 134
		SP:Iteration 23Q (14601.220000 sec): 3 clusters
  Score: Raw -937445.557041 + Penalty 3010.391492 = -934435.165549
  nChanged 122
		SP:Iteration 24Q (14601.430000 sec): 3 clusters
  Score: Raw -937514.118851 + Penalty 3010.391492 = -934503.727360
  nChanged 99
		SP:Iteration 25Q (14601.640000 sec): 3 clusters
  Score: Raw -937558.855206 + Penalty 3010.391492 = -934548.463715
  nChanged 80
		SP:Iteration 26Q (14601.840000 sec): 3 clusters
  Score: Raw -937589.202296 + Penalty 3010.391492 = -934578.810804
  nChanged 58
		SP:Iteration 27Q (14602.040000 sec): 3 clusters
  Score: Raw -937608.876844 + Penalty 3010.391492 = -934598.485353
  nChanged 53
		SP:Iteration 28Q (14602.240000 sec): 3 clusters
  Score: Raw -937627.824794 + Penalty 3010.391492 = -934617.433303
  nChanged 57
		SP:Iteration 29Q (14602.440000 sec): 3 clusters
  Score: Raw -937650.062399 + Penalty 3010.391492 = -934639.670907
  nChanged 53
		SP:Iteration 30Q (14602.620000 sec): 3 clusters
  Score: Raw -937674.557944 + Penalty 3010.391492 = -934664.166453
  nChanged 48
		SP:Iteration 31Q (14602.790000 sec): 3 clusters
  Score: Raw -937694.178226 + Penalty 3010.391492 = -934683.786734
  nChanged 49
		SP:Iteration 32Q (14603.000000 sec): 3 clusters
  Score: Raw -937710.624367 + Penalty 3010.391492 = -934700.232875
  nChanged 36
		SP:Iteration 33Q (14603.170000 sec): 3 clusters
  Score: Raw -937721.651011 + Penalty 3010.391492 = -934711.259519
  nChanged 33
		SP:Iteration 34Q (14603.340000 sec): 3 clusters
  Score: Raw -937734.130961 + Penalty 3010.391492 = -934723.739470
  nChanged 29
		SP:Iteration 35Q (14603.550000 sec): 3 clusters
  Score: Raw -937743.921983 + Penalty 3010.391492 = -934733.530492
  nChanged 34
		SP:Iteration 36Q (14603.770000 sec): 3 clusters
  Score: Raw -937751.658967 + Penalty 3010.391492 = -934741.267476
  nChanged 21
		SP:Iteration 37Q (14603.980000 sec): 3 clusters
  Score: Raw -937756.758141 + Penalty 3010.391492 = -934746.366649
  nChanged 19
		SP:Iteration 38Q (14604.110000 sec): 3 clusters
  Score: Raw -937760.559299 + Penalty 3010.391492 = -934750.167807
  nChanged 17
		SP:Iteration 39Q (14604.320000 sec): 3 clusters
  Score: Raw -937763.542303 + Penalty 3010.391492 = -934753.150812
  nChanged 11
		SP:Iteration 40F (14604.520000 sec): 3 clusters
  Score: Raw -937765.221956 + Penalty 3010.391492 = -934754.830464
  nChanged 9
		SP:Iteration 41Q (14604.750000 sec): 3 clusters
  Score: Raw -937766.716221 + Penalty 3010.391492 = -934756.324729
  nChanged 6
		SP:Iteration 42Q (14604.940000 sec): 3 clusters
  Score: Raw -937767.681724 + Penalty 3010.391492 = -934757.290233
  nChanged 7
		SP:Iteration 43Q (14605.170000 sec): 3 clusters
  Score: Raw -937769.126581 + Penalty 3010.391492 = -934758.735090
  nChanged 10
		SP:Iteration 44Q (14605.450000 sec): 3 clusters
  Score: Raw -937770.631574 + Penalty 3010.391492 = -934760.240083
  nChanged 8
		SP:Iteration 45Q (14605.660000 sec): 3 clusters
  Score: Raw -937772.119493 + Penalty 3010.391492 = -934761.728001
  nChanged 7
		SP:Iteration 46Q (14605.840000 sec): 3 clusters
  Score: Raw -937773.150833 + Penalty 3010.391492 = -934762.759342
  nChanged 5
		SP:Iteration 47Q (14606.060000 sec): 3 clusters
  Score: Raw -937774.216852 + Penalty 3010.391492 = -934763.825361
  nChanged 8
		SP:Iteration 48Q (14606.270000 sec): 3 clusters
  Score: Raw -937775.367415 + Penalty 3010.391492 = -934764.975923
  nChanged 6
		SP:Iteration 49Q (14606.490000 sec): 3 clusters
  Score: Raw -937776.607431 + Penalty 3010.391492 = -934766.215939
  nChanged 6
		SP:Iteration 50Q (14606.710000 sec): 3 clusters
  Score: Raw -937777.565112 + Penalty 3010.391492 = -934767.173620
  nChanged 2
		SP:Iteration 51Q (14606.930000 sec): 3 clusters
  Score: Raw -937777.861223 + Penalty 3010.391492 = -934767.469731
  nChanged 2
		SP:Iteration 52Q (14607.150000 sec): 3 clusters
  Score: Raw -937778.230489 + Penalty 3010.391492 = -934767.838997
  nChanged 1
		SP:Iteration 53Q (14607.370000 sec): 3 clusters
  Score: Raw -937778.379865 + Penalty 3010.391492 = -934767.988373
  nChanged 1
		SP:Iteration 54Q (14607.580000 sec): 3 clusters
  Score: Raw -937778.442875 + Penalty 3010.391492 = -934768.051383
  nChanged 0
		SP:Iteration 55F (14607.790000 sec): 3 clusters
  Score: Raw -937778.442875 + Penalty 3010.391492 = -934768.051383
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 5 (21500 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14608.000000 sec): 2 clusters
  Score: Raw -1947420.828489 + Penalty 1621.068835 = -1945799.759654
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14608.340000 sec): 3 clusters
  Score: Raw -1934502.600793 + Penalty 3242.137670 = -1931260.463124
  nChanged 9723
		SP:Iteration 1F (14608.640000 sec): 3 clusters
  Score: Raw -1939807.661835 + Penalty 3242.137670 = -1936565.524166
  nChanged 1092
		SP:Iteration 2F (14608.980000 sec): 3 clusters
  Score: Raw -1940183.714107 + Penalty 3242.137670 = -1936941.576438
  nChanged 981
		SP:Iteration 3Q (14609.330000 sec): 3 clusters
  Score: Raw -1940531.396952 + Penalty 3242.137670 = -1937289.259283
  nChanged 934
		SP:Iteration 4Q (14609.670000 sec): 3 clusters
  Score: Raw -1940877.039971 + Penalty 3242.137670 = -1937634.902301
  nChanged 880
		SP:Iteration 5Q (14610.010000 sec): 3 clusters
  Score: Raw -1941206.412016 + Penalty 3242.137670 = -1937964.274346
  nChanged 899
		SP:Iteration 6Q (14610.350000 sec): 3 clusters
  Score: Raw -1941577.834997 + Penalty 3242.137670 = -1938335.697327
  nChanged 991
		SP:Iteration 7Q (14610.690000 sec): 3 clusters
  Score: Raw -1942053.301401 + Penalty 3242.137670 = -1938811.163731
  nChanged 1146
		SP:Iteration 8F (14611.040000 sec): 3 clusters
  Score: Raw -1942713.042078 + Penalty 3242.137670 = -1939470.904408
  nChanged 1333
		SP:Iteration 9F (14611.330000 sec): 3 clusters
  Score: Raw -1943611.636667 + Penalty 3242.137670 = -1940369.498997
  nChanged 1368
		SP:Iteration 10F (14611.640000 sec): 3 clusters
  Score: Raw -1944661.634261 + Penalty 3242.137670 = -1941419.496591
  nChanged 1254
		SP:Iteration 11F (14611.960000 sec): 3 clusters
  Score: Raw -1945673.568531 + Penalty 3242.137670 = -1942431.430861
  nChanged 953
		SP:Iteration 12Q (14612.280000 sec): 3 clusters
  Score: Raw -1946452.801938 + Penalty 3242.137670 = -1943210.664268
  nChanged 615
		SP:Iteration 13Q (14612.670000 sec): 3 clusters
  Score: Raw -1946961.152671 + Penalty 3242.137670 = -1943719.015001
  nChanged 320
		SP:Iteration 14Q (14613.010000 sec): 3 clusters
  Score: Raw -1947229.709757 + Penalty 3242.137670 = -1943987.572088
  nChanged 173
		SP:Iteration 15Q (14613.250000 sec): 3 clusters
  Score: Raw -1947395.324605 + Penalty 3242.137670 = -1944153.186935
  nChanged 82
		SP:Iteration 16Q (14613.550000 sec): 3 clusters
  Score: Raw -1947479.392410 + Penalty 3242.137670 = -1944237.254741
  nChanged 48
		SP:Iteration 17Q (14613.810000 sec): 3 clusters
  Score: Raw -1947534.272022 + Penalty 3242.137670 = -1944292.134353
  nChanged 24
		SP:Iteration 18Q (14614.060000 sec): 3 clusters
  Score: Raw -1947570.256376 + Penalty 3242.137670 = -1944328.118707
  nChanged 14
		SP:Iteration 19Q (14614.400000 sec): 3 clusters
  Score: Raw -1947584.921514 + Penalty 3242.137670 = -1944342.783844
  nChanged 12
		SP:Iteration 20F (14614.670000 sec): 3 clusters
  Score: Raw -1947601.684346 + Penalty 3242.137670 = -1944359.546677
  nChanged 7
		SP:Iteration 21Q (14614.980000 sec): 3 clusters
  Score: Raw -1947609.669254 + Penalty 3242.137670 = -1944367.531585
  nChanged 6
		SP:Iteration 22Q (14615.250000 sec): 3 clusters
  Score: Raw -1947617.477867 + Penalty 3242.137670 = -1944375.340198
  nChanged 5
		SP:Iteration 23Q (14615.590000 sec): 3 clusters
  Score: Raw -1947623.721418 + Penalty 3242.137670 = -1944381.583748
  nChanged 6
		SP:Iteration 24Q (14615.890000 sec): 3 clusters
  Score: Raw -1947629.305286 + Penalty 3242.137670 = -1944387.167617
  nChanged 3
		SP:Iteration 25Q (14616.240000 sec): 3 clusters
  Score: Raw -1947633.802482 + Penalty 3242.137670 = -1944391.664813
  nChanged 2
		SP:Iteration 26Q (14616.620000 sec): 3 clusters
  Score: Raw -1947636.233067 + Penalty 3242.137670 = -1944394.095398
  nChanged 1
		SP:Iteration 27Q (14616.900000 sec): 3 clusters
  Score: Raw -1947637.237284 + Penalty 3242.137670 = -1944395.099615
  nChanged 0
		SP:Iteration 28F (14617.250000 sec): 3 clusters
  Score: Raw -1947637.237284 + Penalty 3242.137670 = -1944395.099615
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 6 (12342 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14617.460000 sec): 2 clusters
  Score: Raw -1032144.422679 + Penalty 1530.874046 = -1030613.548633
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14617.710000 sec): 3 clusters
  Score: Raw -1024994.588473 + Penalty 3061.748092 = -1021932.840381
  nChanged 5429
		SP:Iteration 1F (14617.940000 sec): 3 clusters
  Score: Raw -1028008.567980 + Penalty 3061.748092 = -1024946.819889
  nChanged 801
		SP:Iteration 2F (14618.230000 sec): 3 clusters
  Score: Raw -1028390.959166 + Penalty 3061.748092 = -1025329.211074
  nChanged 686
		SP:Iteration 3F (14618.460000 sec): 3 clusters
  Score: Raw -1028713.950577 + Penalty 3061.748092 = -1025652.202485
  nChanged 631
		SP:Iteration 4F (14618.670000 sec): 3 clusters
  Score: Raw -1029003.351110 + Penalty 3061.748092 = -1025941.603018
  nChanged 523
		SP:Iteration 5Q (14618.880000 sec): 3 clusters
  Score: Raw -1029210.268003 + Penalty 3061.748092 = -1026148.519911
  nChanged 481
		SP:Iteration 6Q (14619.170000 sec): 3 clusters
  Score: Raw -1029398.056432 + Penalty 3061.748092 = -1026336.308340
  nChanged 416
		SP:Iteration 7Q (14619.450000 sec): 3 clusters
  Score: Raw -1029566.504867 + Penalty 3061.748092 = -1026504.756775
  nChanged 429
		SP:Iteration 8Q (14619.760000 sec): 3 clusters
  Score: Raw -1029741.584087 + Penalty 3061.748092 = -1026679.835996
  nChanged 438
		SP:Iteration 9Q (14619.990000 sec): 3 clusters
  Score: Raw -1029956.520891 + Penalty 3061.748092 = -1026894.772799
  nChanged 450
		SP:Iteration 10Q (14620.240000 sec): 3 clusters
  Score: Raw -1030217.321972 + Penalty 3061.748092 = -1027155.573881
  nChanged 472
		SP:Iteration 11Q (14620.510000 sec): 3 clusters
  Score: Raw -1030504.023699 + Penalty 3061.748092 = -1027442.275607
  nChanged 495
		SP:Iteration 12Q (14620.810000 sec): 3 clusters
  Score: Raw -1030795.292994 + Penalty 3061.748092 = -1027733.544903
  nChanged 449
		SP:Iteration 13Q (14621.030000 sec): 3 clusters
  Score: Raw -1031034.779940 + Penalty 3061.748092 = -1027973.031848
  nChanged 370
		SP:Iteration 14Q (14621.340000 sec): 3 clusters
  Score: Raw -1031203.400561 + Penalty 3061.748092 = -1028141.652470
  nChanged 332
		SP:Iteration 15Q (14621.570000 sec): 3 clusters
  Score: Raw -1031354.643741 + Penalty 3061.748092 = -1028292.895650
  nChanged 268
		SP:Iteration 16Q (14621.770000 sec): 3 clusters
  Score: Raw -1031466.251252 + Penalty 3061.748092 = -1028404.503160
  nChanged 237
		SP:Iteration 17Q (14622.060000 sec): 3 clusters
  Score: Raw -1031564.059579 + Penalty 3061.748092 = -1028502.311487
  nChanged 204
		SP:Iteration 18Q (14622.270000 sec): 3 clusters
  Score: Raw -1031637.169304 + Penalty 3061.748092 = -1028575.421213
  nChanged 169
		SP:Iteration 19Q (14622.520000 sec): 3 clusters
  Score: Raw -1031687.715171 + Penalty 3061.748092 = -1028625.967079
  nChanged 121
		SP:Iteration 20F (14622.720000 sec): 3 clusters
  Score: Raw -1031717.101041 + Penalty 3061.748092 = -1028655.352949
  nChanged 108
		SP:Iteration 21Q (14622.950000 sec): 3 clusters
  Score: Raw -1031741.866072 + Penalty 3061.748092 = -1028680.117980
  nChanged 93
		SP:Iteration 22Q (14623.200000 sec): 3 clusters
  Score: Raw -1031763.254645 + Penalty 3061.748092 = -1028701.506554
  nChanged 90
		SP:Iteration 23Q (14623.410000 sec): 3 clusters
  Score: Raw -1031779.559489 + Penalty 3061.748092 = -1028717.811398
  nChanged 79
		SP:Iteration 24Q (14623.640000 sec): 3 clusters
  Score: Raw -1031793.114321 + Penalty 3061.748092 = -1028731.366229
  nChanged 54
		SP:Iteration 25Q (14623.930000 sec): 3 clusters
  Score: Raw -1031803.674161 + Penalty 3061.748092 = -1028741.926069
  nChanged 57
		SP:Iteration 26Q (14624.180000 sec): 3 clusters
  Score: Raw -1031812.983718 + Penalty 3061.748092 = -1028751.235626
  nChanged 48
		SP:Iteration 27Q (14624.430000 sec): 3 clusters
  Score: Raw -1031821.209866 + Penalty 3061.748092 = -1028759.461774
  nChanged 55
		SP:Iteration 28Q (14624.670000 sec): 3 clusters
  Score: Raw -1031831.664346 + Penalty 3061.748092 = -1028769.916254
  nChanged 56
		SP:Iteration 29Q (14624.920000 sec): 3 clusters
  Score: Raw -1031840.625563 + Penalty 3061.748092 = -1028778.877471
  nChanged 47
		SP:Iteration 30Q (14625.160000 sec): 3 clusters
  Score: Raw -1031847.617685 + Penalty 3061.748092 = -1028785.869594
  nChanged 38
		SP:Iteration 31Q (14625.410000 sec): 3 clusters
  Score: Raw -1031853.081844 + Penalty 3061.748092 = -1028791.333752
  nChanged 44
		SP:Iteration 32Q (14625.650000 sec): 3 clusters
  Score: Raw -1031858.929638 + Penalty 3061.748092 = -1028797.181546
  nChanged 37
		SP:Iteration 33Q (14625.940000 sec): 3 clusters
  Score: Raw -1031863.835418 + Penalty 3061.748092 = -1028802.087326
  nChanged 38
		SP:Iteration 34Q (14626.190000 sec): 3 clusters
  Score: Raw -1031867.965988 + Penalty 3061.748092 = -1028806.217896
  nChanged 30
		SP:Iteration 35Q (14626.430000 sec): 3 clusters
  Score: Raw -1031872.234618 + Penalty 3061.748092 = -1028810.486526
  nChanged 27
		SP:Iteration 36Q (14626.680000 sec): 3 clusters
  Score: Raw -1031876.303569 + Penalty 3061.748092 = -1028814.555477
  nChanged 25
		SP:Iteration 37Q (14626.930000 sec): 3 clusters
  Score: Raw -1031879.070481 + Penalty 3061.748092 = -1028817.322390
  nChanged 28
		SP:Iteration 38Q (14627.170000 sec): 3 clusters
  Score: Raw -1031882.124443 + Penalty 3061.748092 = -1028820.376351
  nChanged 24
		SP:Iteration 39Q (14627.420000 sec): 3 clusters
  Score: Raw -1031885.687268 + Penalty 3061.748092 = -1028823.939177
  nChanged 31
		SP:Iteration 40F (14627.680000 sec): 3 clusters
  Score: Raw -1031889.623010 + Penalty 3061.748092 = -1028827.874918
  nChanged 27
		SP:Iteration 41Q (14627.910000 sec): 3 clusters
  Score: Raw -1031892.786287 + Penalty 3061.748092 = -1028831.038196
  nChanged 23
		SP:Iteration 42Q (14628.200000 sec): 3 clusters
  Score: Raw -1031895.300802 + Penalty 3061.748092 = -1028833.552710
  nChanged 20
		SP:Iteration 43Q (14628.450000 sec): 3 clusters
  Score: Raw -1031898.173293 + Penalty 3061.748092 = -1028836.425201
  nChanged 21
		SP:Iteration 44Q (14628.700000 sec): 3 clusters
  Score: Raw -1031901.420665 + Penalty 3061.748092 = -1028839.672573
  nChanged 28
		SP:Iteration 45Q (14628.950000 sec): 3 clusters
  Score: Raw -1031905.371379 + Penalty 3061.748092 = -1028843.623288
  nChanged 33
		SP:Iteration 46Q (14629.190000 sec): 3 clusters
  Score: Raw -1031910.914285 + Penalty 3061.748092 = -1028849.166193
  nChanged 41
		SP:Iteration 47Q (14629.480000 sec): 3 clusters
  Score: Raw -1031919.430601 + Penalty 3061.748092 = -1028857.682509
  nChanged 45
		SP:Iteration 48Q (14629.790000 sec): 3 clusters
  Score: Raw -1031929.707681 + Penalty 3061.748092 = -1028867.959589
  nChanged 49
		SP:Iteration 49Q (14630.060000 sec): 3 clusters
  Score: Raw -1031942.117200 + Penalty 3061.748092 = -1028880.369109
  nChanged 51
		SP:Iteration 50Q (14630.240000 sec): 3 clusters
  Score: Raw -1031954.463444 + Penalty 3061.748092 = -1028892.715352
  nChanged 46
		SP:Iteration 51Q (14630.470000 sec): 3 clusters
  Score: Raw -1031963.780665 + Penalty 3061.748092 = -1028902.032573
  nChanged 48
		SP:Iteration 52Q (14630.740000 sec): 3 clusters
  Score: Raw -1031976.186984 + Penalty 3061.748092 = -1028914.438893
  nChanged 55
		SP:Iteration 53Q (14630.960000 sec): 3 clusters
  Score: Raw -1031989.120453 + Penalty 3061.748092 = -1028927.372361
  nChanged 58
		SP:Iteration 54Q (14631.180000 sec): 3 clusters
  Score: Raw -1032002.348604 + Penalty 3061.748092 = -1028940.600512
  nChanged 52
		SP:Iteration 55Q (14631.390000 sec): 3 clusters
  Score: Raw -1032014.690560 + Penalty 3061.748092 = -1028952.942468
  nChanged 59
		SP:Iteration 56Q (14631.690000 sec): 3 clusters
  Score: Raw -1032027.262595 + Penalty 3061.748092 = -1028965.514504
  nChanged 66
		SP:Iteration 57Q (14631.830000 sec): 3 clusters
  Score: Raw -1032045.310712 + Penalty 3061.748092 = -1028983.562620
  nChanged 67
		SP:Iteration 58Q (14632.050000 sec): 3 clusters
  Score: Raw -1032062.490457 + Penalty 3061.748092 = -1029000.742366
  nChanged 83
		SP:Iteration 59Q (14632.230000 sec): 3 clusters
  Score: Raw -1032083.465223 + Penalty 3061.748092 = -1029021.717132
  nChanged 69
		SP:Iteration 60F (14632.430000 sec): 3 clusters
  Score: Raw -1032099.955975 + Penalty 3061.748092 = -1029038.207884
  nChanged 64
		SP:Iteration 61Q (14632.640000 sec): 3 clusters
  Score: Raw -1032116.981093 + Penalty 3061.748092 = -1029055.233002
  nChanged 73
		SP:Iteration 62Q (14632.860000 sec): 3 clusters
  Score: Raw -1032135.725561 + Penalty 3061.748092 = -1029073.977469
  nChanged 81
		SP:Iteration 63Q (14633.120000 sec): 3 clusters
  Score: Raw -1032157.213465 + Penalty 3061.748092 = -1029095.465373
  nChanged 92
		SP:Iteration 64Q (14633.350000 sec): 3 clusters
  Score: Raw -1032183.281763 + Penalty 3061.748092 = -1029121.533671
  nChanged 99
		SP:Iteration 65Q (14633.650000 sec): 3 clusters
  Score: Raw -1032210.646622 + Penalty 3061.748092 = -1029148.898531
  nChanged 105
		SP:Iteration 66Q (14633.910000 sec): 3 clusters
  Score: Raw -1032242.698992 + Penalty 3061.748092 = -1029180.950900
  nChanged 100
		SP:Iteration 67Q (14634.140000 sec): 3 clusters
  Score: Raw -1032267.435951 + Penalty 3061.748092 = -1029205.687860
  nChanged 95
		SP:Iteration 68Q (14634.350000 sec): 3 clusters
  Score: Raw -1032291.397431 + Penalty 3061.748092 = -1029229.649339
  nChanged 89
		SP:Iteration 69Q (14634.590000 sec): 3 clusters
  Score: Raw -1032314.990516 + Penalty 3061.748092 = -1029253.242425
  nChanged 78
		SP:Iteration 70Q (14634.820000 sec): 3 clusters
  Score: Raw -1032339.836359 + Penalty 3061.748092 = -1029278.088267
  nChanged 88
		SP:Iteration 71Q (14635.050000 sec): 3 clusters
  Score: Raw -1032368.838812 + Penalty 3061.748092 = -1029307.090720
  nChanged 86
		SP:Iteration 72Q (14635.270000 sec): 3 clusters
  Score: Raw -1032394.185415 + Penalty 3061.748092 = -1029332.437324
  nChanged 76
		SP:Iteration 73Q (14635.540000 sec): 3 clusters
  Score: Raw -1032420.389516 + Penalty 3061.748092 = -1029358.641425
  nChanged 85
		SP:Iteration 74Q (14635.830000 sec): 3 clusters
  Score: Raw -1032445.939824 + Penalty 3061.748092 = -1029384.191732
  nChanged 75
		SP:Iteration 75Q (14635.980000 sec): 3 clusters
  Score: Raw -1032469.841725 + Penalty 3061.748092 = -1029408.093633
  nChanged 71
		SP:Iteration 76Q (14636.230000 sec): 3 clusters
  Score: Raw -1032489.859893 + Penalty 3061.748092 = -1029428.111801
  nChanged 59
		SP:Iteration 77Q (14636.460000 sec): 3 clusters
  Score: Raw -1032505.773170 + Penalty 3061.748092 = -1029444.025078
  nChanged 60
		SP:Iteration 78Q (14636.650000 sec): 3 clusters
  Score: Raw -1032522.930675 + Penalty 3061.748092 = -1029461.182583
  nChanged 63
		SP:Iteration 79Q (14636.800000 sec): 3 clusters
  Score: Raw -1032541.657838 + Penalty 3061.748092 = -1029479.909747
  nChanged 53
		SP:Iteration 80F (14636.990000 sec): 3 clusters
  Score: Raw -1032555.469721 + Penalty 3061.748092 = -1029493.721630
  nChanged 57
		SP:Iteration 81Q (14637.130000 sec): 3 clusters
  Score: Raw -1032569.790265 + Penalty 3061.748092 = -1029508.042174
  nChanged 54
		SP:Iteration 82Q (14637.300000 sec): 3 clusters
  Score: Raw -1032584.383805 + Penalty 3061.748092 = -1029522.635714
  nChanged 48
		SP:Iteration 83Q (14637.520000 sec): 3 clusters
  Score: Raw -1032597.014541 + Penalty 3061.748092 = -1029535.266449
  nChanged 45
		SP:Iteration 84Q (14637.670000 sec): 3 clusters
  Score: Raw -1032609.711666 + Penalty 3061.748092 = -1029547.963574
  nChanged 53
		SP:Iteration 85Q (14637.860000 sec): 3 clusters
  Score: Raw -1032626.120596 + Penalty 3061.748092 = -1029564.372504
  nChanged 58
		SP:Iteration 86Q (14638.010000 sec): 3 clusters
  Score: Raw -1032643.994098 + Penalty 3061.748092 = -1029582.246007
  nChanged 56
		SP:Iteration 87Q (14638.160000 sec): 3 clusters
  Score: Raw -1032661.213998 + Penalty 3061.748092 = -1029599.465906
  nChanged 49
		SP:Iteration 88Q (14638.310000 sec): 3 clusters
  Score: Raw -1032672.603431 + Penalty 3061.748092 = -1029610.855339
  nChanged 39
		SP:Iteration 89Q (14638.530000 sec): 3 clusters
  Score: Raw -1032682.625887 + Penalty 3061.748092 = -1029620.877795
  nChanged 30
		SP:Iteration 90Q (14638.740000 sec): 3 clusters
  Score: Raw -1032688.682073 + Penalty 3061.748092 = -1029626.933981
  nChanged 21
		SP:Iteration 91Q (14638.950000 sec): 3 clusters
  Score: Raw -1032693.626681 + Penalty 3061.748092 = -1029631.878589
  nChanged 25
		SP:Iteration 92Q (14639.140000 sec): 3 clusters
  Score: Raw -1032699.377786 + Penalty 3061.748092 = -1029637.629695
  nChanged 28
		SP:Iteration 93Q (14639.340000 sec): 3 clusters
  Score: Raw -1032704.968686 + Penalty 3061.748092 = -1029643.220594
  nChanged 24
		SP:Iteration 94Q (14639.530000 sec): 3 clusters
  Score: Raw -1032709.960705 + Penalty 3061.748092 = -1029648.212614
  nChanged 26
		SP:Iteration 95Q (14639.760000 sec): 3 clusters
  Score: Raw -1032716.115705 + Penalty 3061.748092 = -1029654.367613
  nChanged 29
		SP:Iteration 96Q (14639.890000 sec): 3 clusters
  Score: Raw -1032725.460329 + Penalty 3061.748092 = -1029663.712237
  nChanged 36
		SP:Iteration 97Q (14640.130000 sec): 3 clusters
  Score: Raw -1032734.475017 + Penalty 3061.748092 = -1029672.726925
  nChanged 24
		SP:Iteration 98Q (14640.280000 sec): 3 clusters
  Score: Raw -1032739.744589 + Penalty 3061.748092 = -1029677.996497
  nChanged 27
		SP:Iteration 99Q (14640.550000 sec): 3 clusters
  Score: Raw -1032746.756819 + Penalty 3061.748092 = -1029685.008727
  nChanged 26
		SP:Iteration 100F (14640.690000 sec): 3 clusters
  Score: Raw -1032753.641031 + Penalty 3061.748092 = -1029691.892939
  nChanged 31
		SP:Iteration 101Q (14640.840000 sec): 3 clusters
  Score: Raw -1032761.062333 + Penalty 3061.748092 = -1029699.314241
  nChanged 24
		SP:Iteration 102Q (14641.130000 sec): 3 clusters
  Score: Raw -1032766.773884 + Penalty 3061.748092 = -1029705.025793
  nChanged 19
		SP:Iteration 103Q (14641.350000 sec): 3 clusters
  Score: Raw -1032770.382515 + Penalty 3061.748092 = -1029708.634423
  nChanged 15
		SP:Iteration 104Q (14641.490000 sec): 3 clusters
  Score: Raw -1032773.783131 + Penalty 3061.748092 = -1029712.035040
  nChanged 18
		SP:Iteration 105Q (14641.730000 sec): 3 clusters
  Score: Raw -1032777.495171 + Penalty 3061.748092 = -1029715.747080
  nChanged 13
		SP:Iteration 106Q (14641.910000 sec): 3 clusters
  Score: Raw -1032780.078351 + Penalty 3061.748092 = -1029718.330259
  nChanged 12
		SP:Iteration 107Q (14642.140000 sec): 3 clusters
  Score: Raw -1032783.713303 + Penalty 3061.748092 = -1029721.965211
  nChanged 19
		SP:Iteration 108Q (14642.360000 sec): 3 clusters
  Score: Raw -1032788.979162 + Penalty 3061.748092 = -1029727.231071
  nChanged 23
		SP:Iteration 109Q (14642.560000 sec): 3 clusters
  Score: Raw -1032796.004060 + Penalty 3061.748092 = -1029734.255969
  nChanged 32
		SP:Iteration 110Q (14642.750000 sec): 3 clusters
  Score: Raw -1032805.916910 + Penalty 3061.748092 = -1029744.168819
  nChanged 33
		SP:Iteration 111Q (14643.020000 sec): 3 clusters
  Score: Raw -1032814.047917 + Penalty 3061.748092 = -1029752.299825
  nChanged 27
		SP:Iteration 112Q (14643.210000 sec): 3 clusters
  Score: Raw -1032821.277162 + Penalty 3061.748092 = -1029759.529070
  nChanged 23
		SP:Iteration 113Q (14643.460000 sec): 3 clusters
  Score: Raw -1032827.530532 + Penalty 3061.748092 = -1029765.782441
  nChanged 23
		SP:Iteration 114Q (14643.670000 sec): 3 clusters
  Score: Raw -1032833.604148 + Penalty 3061.748092 = -1029771.856057
  nChanged 23
		SP:Iteration 115Q (14643.870000 sec): 3 clusters
  Score: Raw -1032840.086446 + Penalty 3061.748092 = -1029778.338354
  nChanged 28
		SP:Iteration 116Q (14644.070000 sec): 3 clusters
  Score: Raw -1032846.042365 + Penalty 3061.748092 = -1029784.294273
  nChanged 23
		SP:Iteration 117Q (14644.320000 sec): 3 clusters
  Score: Raw -1032851.396738 + Penalty 3061.748092 = -1029789.648647
  nChanged 11
		SP:Iteration 118Q (14644.600000 sec): 3 clusters
  Score: Raw -1032854.001147 + Penalty 3061.748092 = -1029792.253055
  nChanged 14
		SP:Iteration 119Q (14644.850000 sec): 3 clusters
  Score: Raw -1032857.152168 + Penalty 3061.748092 = -1029795.404076
  nChanged 11
		SP:Iteration 120F (14645.130000 sec): 3 clusters
  Score: Raw -1032859.713185 + Penalty 3061.748092 = -1029797.965094
  nChanged 12
		SP:Iteration 121Q (14645.340000 sec): 3 clusters
  Score: Raw -1032862.587278 + Penalty 3061.748092 = -1029800.839186
  nChanged 9
		SP:Iteration 122Q (14645.540000 sec): 3 clusters
  Score: Raw -1032863.810808 + Penalty 3061.748092 = -1029802.062717
  nChanged 4
		SP:Iteration 123Q (14645.790000 sec): 3 clusters
  Score: Raw -1032864.399258 + Penalty 3061.748092 = -1029802.651167
  nChanged 5
		SP:Iteration 124Q (14646.030000 sec): 3 clusters
  Score: Raw -1032865.090987 + Penalty 3061.748092 = -1029803.342895
  nChanged 1
		SP:Iteration 125Q (14646.310000 sec): 3 clusters
  Score: Raw -1032865.263317 + Penalty 3061.748092 = -1029803.515226
  nChanged 0
		SP:Iteration 126F (14646.570000 sec): 3 clusters
  Score: Raw -1032865.263317 + Penalty 3061.748092 = -1029803.515226
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 7 (1512 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14646.640000 sec): 2 clusters
  Score: Raw -114842.425459 + Penalty 1189.693140 = -113652.732319
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14646.810000 sec): 3 clusters
  Score: Raw -114328.524549 + Penalty 2379.386281 = -111949.138268
  nChanged 512
		SP:Iteration 1F (14646.990000 sec): 3 clusters
  Score: Raw -114793.749032 + Penalty 2379.386281 = -112414.362751
  nChanged 123
		SP:Iteration 2F (14647.170000 sec): 3 clusters
  Score: Raw -114935.706762 + Penalty 2379.386281 = -112556.320481
  nChanged 84
		SP:Iteration 3F (14647.350000 sec): 3 clusters
  Score: Raw -115064.077052 + Penalty 2379.386281 = -112684.690772
  nChanged 72
		SP:Iteration 4Q (14647.500000 sec): 3 clusters
  Score: Raw -115188.197689 + Penalty 2379.386281 = -112808.811408
  nChanged 67
		SP:Iteration 5Q (14647.660000 sec): 3 clusters
  Score: Raw -115307.375370 + Penalty 2379.386281 = -112927.989089
  nChanged 62
		SP:Iteration 6Q (14647.820000 sec): 3 clusters
  Score: Raw -115376.140147 + Penalty 2379.386281 = -112996.753866
  nChanged 38
		SP:Iteration 7Q (14647.980000 sec): 3 clusters
  Score: Raw -115422.195378 + Penalty 2379.386281 = -113042.809097
  nChanged 24
		SP:Iteration 8Q (14648.140000 sec): 3 clusters
  Score: Raw -115444.952588 + Penalty 2379.386281 = -113065.566308
  nChanged 24
		SP:Iteration 9Q (14648.300000 sec): 3 clusters
  Score: Raw -115467.183769 + Penalty 2379.386281 = -113087.797488
  nChanged 28
		SP:Iteration 10Q (14648.460000 sec): 3 clusters
  Score: Raw -115491.405599 + Penalty 2379.386281 = -113112.019318
  nChanged 19
		SP:Iteration 11Q (14648.620000 sec): 3 clusters
  Score: Raw -115510.909256 + Penalty 2379.386281 = -113131.522976
  nChanged 13
		SP:Iteration 12Q (14648.780000 sec): 3 clusters
  Score: Raw -115521.506147 + Penalty 2379.386281 = -113142.119867
  nChanged 9
		SP:Iteration 13Q (14648.940000 sec): 3 clusters
  Score: Raw -115529.840798 + Penalty 2379.386281 = -113150.454517
  nChanged 11
		SP:Iteration 14Q (14649.100000 sec): 3 clusters
  Score: Raw -115539.157889 + Penalty 2379.386281 = -113159.771608
  nChanged 10
		SP:Iteration 15Q (14649.260000 sec): 3 clusters
  Score: Raw -115547.180310 + Penalty 2379.386281 = -113167.794029
  nChanged 4
		SP:Iteration 16Q (14649.420000 sec): 3 clusters
  Score: Raw -115548.956916 + Penalty 2379.386281 = -113169.570635
  nChanged 3
		SP:Iteration 17Q (14649.580000 sec): 3 clusters
  Score: Raw -115553.602469 + Penalty 2379.386281 = -113174.216188
  nChanged 7
		SP:Iteration 18Q (14649.730000 sec): 3 clusters
  Score: Raw -115559.820695 + Penalty 2379.386281 = -113180.434414
  nChanged 4
		SP:Iteration 19Q (14649.990000 sec): 3 clusters
  Score: Raw -115562.885419 + Penalty 2379.386281 = -113183.499138
  nChanged 1
		SP:Iteration 20F (14650.100000 sec): 3 clusters
  Score: Raw -115563.891125 + Penalty 2379.386281 = -113184.504844
  nChanged 1
		SP:Iteration 21Q (14650.270000 sec): 3 clusters
  Score: Raw -115564.985379 + Penalty 2379.386281 = -113185.599098
  nChanged 2
		SP:Iteration 22Q (14650.420000 sec): 3 clusters
  Score: Raw -115566.247966 + Penalty 2379.386281 = -113186.861685
  nChanged 0
		SP:Iteration 23F (14650.550000 sec): 3 clusters
  Score: Raw -115566.247966 + Penalty 2379.386281 = -113186.861685
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 8 (2046 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14650.700000 sec): 2 clusters
  Score: Raw -174034.675471 + Penalty 1238.841816 = -172795.833655
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14650.800000 sec): 3 clusters
  Score: Raw -173122.635125 + Penalty 2477.683633 = -170644.951492
  nChanged 726
		SP:Iteration 1F (14650.940000 sec): 3 clusters
  Score: Raw -173636.080451 + Penalty 2477.683633 = -171158.396818
  nChanged 174
		SP:Iteration 2F (14651.090000 sec): 3 clusters
  Score: Raw -173774.254938 + Penalty 2477.683633 = -171296.571306
  nChanged 118
		SP:Iteration 3F (14651.230000 sec): 3 clusters
  Score: Raw -173856.662969 + Penalty 2477.683633 = -171378.979337
  nChanged 75
		SP:Iteration 4Q (14651.370000 sec): 3 clusters
  Score: Raw -173912.601145 + Penalty 2477.683633 = -171434.917512
  nChanged 53
		SP:Iteration 5Q (14651.470000 sec): 3 clusters
  Score: Raw -173945.087799 + Penalty 2477.683633 = -171467.404167
  nChanged 49
		SP:Iteration 6Q (14651.570000 sec): 3 clusters
  Score: Raw -173977.252852 + Penalty 2477.683633 = -171499.569219
  nChanged 44
		SP:Iteration 7Q (14651.710000 sec): 3 clusters
  Score: Raw -174006.438775 + Penalty 2477.683633 = -171528.755142
  nChanged 33
		SP:Iteration 8Q (14651.800000 sec): 3 clusters
  Score: Raw -174027.075950 + Penalty 2477.683633 = -171549.392317
  nChanged 39
		SP:Iteration 9Q (14651.950000 sec): 3 clusters
  Score: Raw -174053.880709 + Penalty 2477.683633 = -171576.197077
  nChanged 33
		SP:Iteration 10Q (14652.050000 sec): 3 clusters
  Score: Raw -174082.857575 + Penalty 2477.683633 = -171605.173943
  nChanged 32
		SP:Iteration 11Q (14652.170000 sec): 3 clusters
  Score: Raw -174103.746165 + Penalty 2477.683633 = -171626.062533
  nChanged 22
		SP:Iteration 12Q (14652.250000 sec): 3 clusters
  Score: Raw -174115.483769 + Penalty 2477.683633 = -171637.800137
  nChanged 14
		SP:Iteration 13Q (14652.400000 sec): 3 clusters
  Score: Raw -174122.999250 + Penalty 2477.683633 = -171645.315618
  nChanged 9
		SP:Iteration 14Q (14652.490000 sec): 3 clusters
  Score: Raw -174126.666743 + Penalty 2477.683633 = -171648.983110
  nChanged 6
		SP:Iteration 15Q (14652.600000 sec): 3 clusters
  Score: Raw -174129.675973 + Penalty 2477.683633 = -171651.992341
  nChanged 3
		SP:Iteration 16Q (14652.740000 sec): 3 clusters
  Score: Raw -174131.168932 + Penalty 2477.683633 = -171653.485299
  nChanged 4
		SP:Iteration 17Q (14652.830000 sec): 3 clusters
  Score: Raw -174134.337349 + Penalty 2477.683633 = -171656.653716
  nChanged 4
		SP:Iteration 18Q (14652.970000 sec): 3 clusters
  Score: Raw -174137.007456 + Penalty 2477.683633 = -171659.323824
  nChanged 5
		SP:Iteration 19Q (14653.070000 sec): 3 clusters
  Score: Raw -174138.406245 + Penalty 2477.683633 = -171660.722613
  nChanged 3
		SP:Iteration 20F (14653.170000 sec): 3 clusters
  Score: Raw -174139.574335 + Penalty 2477.683633 = -171661.890702
  nChanged 4
		SP:Iteration 21Q (14653.320000 sec): 3 clusters
  Score: Raw -174141.995182 + Penalty 2477.683633 = -171664.311550
  nChanged 6
		SP:Iteration 22Q (14653.410000 sec): 3 clusters
  Score: Raw -174144.897753 + Penalty 2477.683633 = -171667.214120
  nChanged 4
		SP:Iteration 23Q (14653.550000 sec): 3 clusters
  Score: Raw -174146.287863 + Penalty 2477.683633 = -171668.604230
  nChanged 4
		SP:Iteration 24Q (14653.650000 sec): 3 clusters
  Score: Raw -174147.980082 + Penalty 2477.683633 = -171670.296449
  nChanged 4
		SP:Iteration 25Q (14653.750000 sec): 3 clusters
  Score: Raw -174150.127799 + Penalty 2477.683633 = -171672.444166
  nChanged 3
		SP:Iteration 26Q (14653.890000 sec): 3 clusters
  Score: Raw -174151.474117 + Penalty 2477.683633 = -171673.790485
  nChanged 4
		SP:Iteration 27Q (14653.980000 sec): 3 clusters
  Score: Raw -174152.659900 + Penalty 2477.683633 = -171674.976268
  nChanged 2
		SP:Iteration 28Q (14654.130000 sec): 3 clusters
  Score: Raw -174153.006097 + Penalty 2477.683633 = -171675.322465
  nChanged 0
		SP:Iteration 29F (14654.220000 sec): 3 clusters
  Score: Raw -174153.006097 + Penalty 2477.683633 = -171675.322465
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 9 (24833 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14654.490000 sec): 2 clusters
  Score: Raw -2237472.224653 + Penalty 1644.488413 = -2235827.736240
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14654.780000 sec): 3 clusters
  Score: Raw -2222230.287112 + Penalty 3288.976825 = -2218941.310287
  nChanged 11345
		SP:Iteration 1F (14655.190000 sec): 3 clusters
  Score: Raw -2228690.921947 + Penalty 3288.976825 = -2225401.945122
  nChanged 1343
		SP:Iteration 2F (14655.530000 sec): 3 clusters
  Score: Raw -2229224.978554 + Penalty 3288.976825 = -2225936.001729
  nChanged 1347
		SP:Iteration 3F (14655.840000 sec): 3 clusters
  Score: Raw -2229799.922429 + Penalty 3288.976825 = -2226510.945604
  nChanged 1384
		SP:Iteration 4F (14656.180000 sec): 3 clusters
  Score: Raw -2230455.531388 + Penalty 3288.976825 = -2227166.554563
  nChanged 1464
		SP:Iteration 5F (14656.510000 sec): 3 clusters
  Score: Raw -2231258.624131 + Penalty 3288.976825 = -2227969.647306
  nChanged 1566
		SP:Iteration 6F (14656.840000 sec): 3 clusters
  Score: Raw -2232186.608292 + Penalty 3288.976825 = -2228897.631467
  nChanged 1532
		SP:Iteration 7F (14657.170000 sec): 3 clusters
  Score: Raw -2233198.622931 + Penalty 3288.976825 = -2229909.646106
  nChanged 1475
		SP:Iteration 8F (14657.470000 sec): 3 clusters
  Score: Raw -2234205.968830 + Penalty 3288.976825 = -2230916.992004
  nChanged 1237
		SP:Iteration 9Q (14657.790000 sec): 3 clusters
  Score: Raw -2235079.693417 + Penalty 3288.976825 = -2231790.716592
  nChanged 1051
		SP:Iteration 10Q (14658.150000 sec): 3 clusters
  Score: Raw -2235782.957164 + Penalty 3288.976825 = -2232493.980339
  nChanged 802
		SP:Iteration 11Q (14658.460000 sec): 3 clusters
  Score: Raw -2236292.392623 + Penalty 3288.976825 = -2233003.415798
  nChanged 599
		SP:Iteration 12Q (14658.810000 sec): 3 clusters
  Score: Raw -2236667.851982 + Penalty 3288.976825 = -2233378.875157
  nChanged 460
		SP:Iteration 13Q (14659.160000 sec): 3 clusters
  Score: Raw -2236942.246286 + Penalty 3288.976825 = -2233653.269461
  nChanged 329
		SP:Iteration 14Q (14659.450000 sec): 3 clusters
  Score: Raw -2237123.429607 + Penalty 3288.976825 = -2233834.452782
  nChanged 234
		SP:Iteration 15Q (14659.790000 sec): 3 clusters
  Score: Raw -2237256.126785 + Penalty 3288.976825 = -2233967.149960
  nChanged 199
		SP:Iteration 16Q (14660.170000 sec): 3 clusters
  Score: Raw -2237383.357420 + Penalty 3288.976825 = -2234094.380595
  nChanged 150
		SP:Iteration 17Q (14660.490000 sec): 3 clusters
  Score: Raw -2237479.439423 + Penalty 3288.976825 = -2234190.462598
  nChanged 108
		SP:Iteration 18Q (14660.790000 sec): 3 clusters
  Score: Raw -2237535.432560 + Penalty 3288.976825 = -2234246.455735
  nChanged 75
		SP:Iteration 19Q (14661.050000 sec): 3 clusters
  Score: Raw -2237576.662288 + Penalty 3288.976825 = -2234287.685463
  nChanged 65
		SP:Iteration 20F (14661.410000 sec): 3 clusters
  Score: Raw -2237607.690757 + Penalty 3288.976825 = -2234318.713932
  nChanged 44
		SP:Iteration 21Q (14661.730000 sec): 3 clusters
  Score: Raw -2237634.329142 + Penalty 3288.976825 = -2234345.352316
  nChanged 41
		SP:Iteration 22Q (14662.030000 sec): 3 clusters
  Score: Raw -2237654.439657 + Penalty 3288.976825 = -2234365.462832
  nChanged 27
		SP:Iteration 23Q (14662.310000 sec): 3 clusters
  Score: Raw -2237668.942553 + Penalty 3288.976825 = -2234379.965727
  nChanged 21
		SP:Iteration 24Q (14662.620000 sec): 3 clusters
  Score: Raw -2237678.044925 + Penalty 3288.976825 = -2234389.068100
  nChanged 15
		SP:Iteration 25Q (14662.880000 sec): 3 clusters
  Score: Raw -2237682.964352 + Penalty 3288.976825 = -2234393.987527
  nChanged 6
		SP:Iteration 26Q (14663.240000 sec): 3 clusters
  Score: Raw -2237684.632973 + Penalty 3288.976825 = -2234395.656148
  nChanged 7
		SP:Iteration 27Q (14663.570000 sec): 3 clusters
  Score: Raw -2237688.087614 + Penalty 3288.976825 = -2234399.110789
  nChanged 10
		SP:Iteration 28Q (14663.920000 sec): 3 clusters
  Score: Raw -2237692.461689 + Penalty 3288.976825 = -2234403.484863
  nChanged 10
		SP:Iteration 29Q (14664.270000 sec): 3 clusters
  Score: Raw -2237696.180300 + Penalty 3288.976825 = -2234407.203475
  nChanged 11
		SP:Iteration 30Q (14664.620000 sec): 3 clusters
  Score: Raw -2237702.867543 + Penalty 3288.976825 = -2234413.890717
  nChanged 14
		SP:Iteration 31Q (14664.970000 sec): 3 clusters
  Score: Raw -2237711.281708 + Penalty 3288.976825 = -2234422.304883
  nChanged 16
		SP:Iteration 32Q (14665.290000 sec): 3 clusters
  Score: Raw -2237718.747752 + Penalty 3288.976825 = -2234429.770926
  nChanged 11
		SP:Iteration 33Q (14665.650000 sec): 3 clusters
  Score: Raw -2237724.731844 + Penalty 3288.976825 = -2234435.755019
  nChanged 10
		SP:Iteration 34Q (14666.010000 sec): 3 clusters
  Score: Raw -2237730.226447 + Penalty 3288.976825 = -2234441.249622
  nChanged 11
		SP:Iteration 35Q (14666.360000 sec): 3 clusters
  Score: Raw -2237735.922396 + Penalty 3288.976825 = -2234446.945571
  nChanged 8
		SP:Iteration 36Q (14666.720000 sec): 3 clusters
  Score: Raw -2237741.709258 + Penalty 3288.976825 = -2234452.732433
  nChanged 8
		SP:Iteration 37Q (14667.080000 sec): 3 clusters
  Score: Raw -2237746.416883 + Penalty 3288.976825 = -2234457.440057
  nChanged 10
		SP:Iteration 38Q (14667.430000 sec): 3 clusters
  Score: Raw -2237751.383739 + Penalty 3288.976825 = -2234462.406914
  nChanged 8
		SP:Iteration 39Q (14667.740000 sec): 3 clusters
  Score: Raw -2237755.773561 + Penalty 3288.976825 = -2234466.796736
  nChanged 6
		SP:Iteration 40F (14668.050000 sec): 3 clusters
  Score: Raw -2237758.143914 + Penalty 3288.976825 = -2234469.167089
  nChanged 4
		SP:Iteration 41Q (14668.330000 sec): 3 clusters
  Score: Raw -2237760.080673 + Penalty 3288.976825 = -2234471.103848
  nChanged 4
		SP:Iteration 42Q (14668.680000 sec): 3 clusters
  Score: Raw -2237762.645176 + Penalty 3288.976825 = -2234473.668350
  nChanged 4
		SP:Iteration 43Q (14668.990000 sec): 3 clusters
  Score: Raw -2237766.063601 + Penalty 3288.976825 = -2234477.086776
  nChanged 5
		SP:Iteration 44Q (14669.320000 sec): 3 clusters
  Score: Raw -2237769.002923 + Penalty 3288.976825 = -2234480.026098
  nChanged 6
		SP:Iteration 45Q (14669.580000 sec): 3 clusters
  Score: Raw -2237771.895616 + Penalty 3288.976825 = -2234482.918791
  nChanged 3
		SP:Iteration 46Q (14669.900000 sec): 3 clusters
  Score: Raw -2237773.174995 + Penalty 3288.976825 = -2234484.198170
  nChanged 3
		SP:Iteration 47Q (14670.170000 sec): 3 clusters
  Score: Raw -2237774.256676 + Penalty 3288.976825 = -2234485.279851
  nChanged 0
		SP:Iteration 48F (14670.510000 sec): 3 clusters
  Score: Raw -2237774.256676 + Penalty 3288.976825 = -2234485.279851
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 10 (2421 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14670.630000 sec): 2 clusters
  Score: Raw -199686.712577 + Penalty 1266.189593 = -198420.522984
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14670.800000 sec): 3 clusters
  Score: Raw -198644.841493 + Penalty 2532.379186 = -196112.462307
  nChanged 910
		SP:Iteration 1F (14671.010000 sec): 3 clusters
  Score: Raw -199273.222933 + Penalty 2532.379186 = -196740.843747
  nChanged 198
		SP:Iteration 2F (14671.200000 sec): 3 clusters
  Score: Raw -199477.586139 + Penalty 2532.379186 = -196945.206953
  nChanged 154
		SP:Iteration 3F (14671.340000 sec): 3 clusters
  Score: Raw -199676.721900 + Penalty 2532.379186 = -197144.342714
  nChanged 136
		SP:Iteration 4F (14671.480000 sec): 3 clusters
  Score: Raw -199778.491978 + Penalty 2532.379186 = -197246.112792
  nChanged 82
		SP:Iteration 5Q (14671.630000 sec): 3 clusters
  Score: Raw -199823.151925 + Penalty 2532.379186 = -197290.772739
  nChanged 49
		SP:Iteration 6Q (14671.730000 sec): 3 clusters
  Score: Raw -199854.774501 + Penalty 2532.379186 = -197322.395315
  nChanged 53
		SP:Iteration 7Q (14671.870000 sec): 3 clusters
  Score: Raw -199889.230977 + Penalty 2532.379186 = -197356.851791
  nChanged 47
		SP:Iteration 8Q (14672.020000 sec): 3 clusters
  Score: Raw -199912.182031 + Penalty 2532.379186 = -197379.802845
  nChanged 25
		SP:Iteration 9Q (14672.160000 sec): 3 clusters
  Score: Raw -199924.115269 + Penalty 2532.379186 = -197391.736083
  nChanged 24
		SP:Iteration 10Q (14672.250000 sec): 3 clusters
  Score: Raw -199934.840271 + Penalty 2532.379186 = -197402.461085
  nChanged 25
		SP:Iteration 11Q (14672.390000 sec): 3 clusters
  Score: Raw -199947.060529 + Penalty 2532.379186 = -197414.681343
  nChanged 20
		SP:Iteration 12Q (14672.540000 sec): 3 clusters
  Score: Raw -199961.271601 + Penalty 2532.379186 = -197428.892415
  nChanged 21
		SP:Iteration 13Q (14672.680000 sec): 3 clusters
  Score: Raw -199973.257929 + Penalty 2532.379186 = -197440.878743
  nChanged 14
		SP:Iteration 14Q (14672.820000 sec): 3 clusters
  Score: Raw -199979.768137 + Penalty 2532.379186 = -197447.388951
  nChanged 13
		SP:Iteration 15Q (14672.920000 sec): 3 clusters
  Score: Raw -199987.455739 + Penalty 2532.379186 = -197455.076553
  nChanged 15
		SP:Iteration 16Q (14673.070000 sec): 3 clusters
  Score: Raw -199993.042710 + Penalty 2532.379186 = -197460.663524
  nChanged 18
		SP:Iteration 17Q (14673.170000 sec): 3 clusters
  Score: Raw -200002.145409 + Penalty 2532.379186 = -197469.766223
  nChanged 21
		SP:Iteration 18Q (14673.260000 sec): 3 clusters
  Score: Raw -200010.866880 + Penalty 2532.379186 = -197478.487694
  nChanged 18
		SP:Iteration 19Q (14673.370000 sec): 3 clusters
  Score: Raw -200018.296697 + Penalty 2532.379186 = -197485.917511
  nChanged 9
		SP:Iteration 20F (14673.500000 sec): 3 clusters
  Score: Raw -200023.627765 + Penalty 2532.379186 = -197491.248579
  nChanged 17
		SP:Iteration 21Q (14673.650000 sec): 3 clusters
  Score: Raw -200030.922186 + Penalty 2532.379186 = -197498.543000
  nChanged 14
		SP:Iteration 22Q (14673.740000 sec): 3 clusters
  Score: Raw -200036.763603 + Penalty 2532.379186 = -197504.384417
  nChanged 11
		SP:Iteration 23Q (14673.840000 sec): 3 clusters
  Score: Raw -200042.981848 + Penalty 2532.379186 = -197510.602662
  nChanged 7
		SP:Iteration 24Q (14673.980000 sec): 3 clusters
  Score: Raw -200045.634199 + Penalty 2532.379186 = -197513.255013
  nChanged 7
		SP:Iteration 25Q (14674.080000 sec): 3 clusters
  Score: Raw -200048.617235 + Penalty 2532.379186 = -197516.238049
  nChanged 5
		SP:Iteration 26Q (14674.220000 sec): 3 clusters
  Score: Raw -200050.678953 + Penalty 2532.379186 = -197518.299767
  nChanged 7
		SP:Iteration 27Q (14674.320000 sec): 3 clusters
  Score: Raw -200053.799051 + Penalty 2532.379186 = -197521.419865
  nChanged 5
		SP:Iteration 28Q (14674.470000 sec): 3 clusters
  Score: Raw -200056.441732 + Penalty 2532.379186 = -197524.062546
  nChanged 7
		SP:Iteration 29Q (14674.570000 sec): 3 clusters
  Score: Raw -200061.198958 + Penalty 2532.379186 = -197528.819772
  nChanged 8
		SP:Iteration 30Q (14674.660000 sec): 3 clusters
  Score: Raw -200066.802738 + Penalty 2532.379186 = -197534.423552
  nChanged 11
		SP:Iteration 31Q (14674.810000 sec): 3 clusters
  Score: Raw -200072.061145 + Penalty 2532.379186 = -197539.681959
  nChanged 6
		SP:Iteration 32Q (14674.910000 sec): 3 clusters
  Score: Raw -200075.617945 + Penalty 2532.379186 = -197543.238759
  nChanged 4
		SP:Iteration 33Q (14675.050000 sec): 3 clusters
  Score: Raw -200077.401132 + Penalty 2532.379186 = -197545.021946
  nChanged 5
		SP:Iteration 34Q (14675.200000 sec): 3 clusters
  Score: Raw -200080.165651 + Penalty 2532.379186 = -197547.786465
  nChanged 5
		SP:Iteration 35Q (14675.340000 sec): 3 clusters
  Score: Raw -200083.543690 + Penalty 2532.379186 = -197551.164504
  nChanged 7
		SP:Iteration 36Q (14675.480000 sec): 3 clusters
  Score: Raw -200087.066874 + Penalty 2532.379186 = -197554.687688
  nChanged 4
		SP:Iteration 37Q (14675.620000 sec): 3 clusters
  Score: Raw -200090.024098 + Penalty 2532.379186 = -197557.644912
  nChanged 9
		SP:Iteration 38Q (14675.770000 sec): 3 clusters
  Score: Raw -200095.789307 + Penalty 2532.379186 = -197563.410121
  nChanged 8
		SP:Iteration 39Q (14675.910000 sec): 3 clusters
  Score: Raw -200099.282262 + Penalty 2532.379186 = -197566.903076
  nChanged 5
		SP:Iteration 40F (14676.060000 sec): 3 clusters
  Score: Raw -200102.743699 + Penalty 2532.379186 = -197570.364513
  nChanged 5
		SP:Iteration 41Q (14676.200000 sec): 3 clusters
  Score: Raw -200105.475520 + Penalty 2532.379186 = -197573.096334
  nChanged 4
		SP:Iteration 42Q (14676.340000 sec): 3 clusters
  Score: Raw -200106.702486 + Penalty 2532.379186 = -197574.323300
  nChanged 2
		SP:Iteration 43Q (14676.490000 sec): 3 clusters
  Score: Raw -200107.362547 + Penalty 2532.379186 = -197574.983361
  nChanged 1
		SP:Iteration 44Q (14676.640000 sec): 3 clusters
  Score: Raw -200108.853156 + Penalty 2532.379186 = -197576.473970
  nChanged 4
		SP:Iteration 45Q (14676.780000 sec): 3 clusters
  Score: Raw -200111.630043 + Penalty 2532.379186 = -197579.250857
  nChanged 1
		SP:Iteration 46Q (14676.920000 sec): 3 clusters
  Score: Raw -200112.608560 + Penalty 2532.379186 = -197580.229374
  nChanged 0
		SP:Iteration 47F (14677.010000 sec): 3 clusters
  Score: Raw -200112.608560 + Penalty 2532.379186 = -197580.229374
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 11 (8216 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14677.160000 sec): 2 clusters
  Score: Raw -793061.501812 + Penalty 1464.748797 = -791596.753015
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14677.380000 sec): 3 clusters
  Score: Raw -788492.015398 + Penalty 2929.497594 = -785562.517804
  nChanged 3453
		SP:Iteration 1F (14677.580000 sec): 3 clusters
  Score: Raw -790271.901208 + Penalty 2929.497594 = -787342.403614
  nChanged 451
		SP:Iteration 2F (14677.800000 sec): 3 clusters
  Score: Raw -790456.402567 + Penalty 2929.497594 = -787526.904973
  nChanged 387
		SP:Iteration 3Q (14677.980000 sec): 3 clusters
  Score: Raw -790615.445030 + Penalty 2929.497594 = -787685.947435
  nChanged 375
		SP:Iteration 4Q (14678.130000 sec): 3 clusters
  Score: Raw -790778.742026 + Penalty 2929.497594 = -787849.244431
  nChanged 394
		SP:Iteration 5Q (14678.340000 sec): 3 clusters
  Score: Raw -790979.175317 + Penalty 2929.497594 = -788049.677723
  nChanged 411
		SP:Iteration 6F (14678.520000 sec): 3 clusters
  Score: Raw -791208.550296 + Penalty 2929.497594 = -788279.052702
  nChanged 476
		SP:Iteration 7F (14678.720000 sec): 3 clusters
  Score: Raw -791539.103563 + Penalty 2929.497594 = -788609.605969
  nChanged 544
		SP:Iteration 8F (14678.900000 sec): 3 clusters
  Score: Raw -792019.346821 + Penalty 2929.497594 = -789089.849227
  nChanged 548
		SP:Iteration 9F (14679.020000 sec): 3 clusters
  Score: Raw -792512.448774 + Penalty 2929.497594 = -789582.951179
  nChanged 413
		SP:Iteration 10F (14679.200000 sec): 3 clusters
  Score: Raw -792876.429256 + Penalty 2929.497594 = -789946.931662
  nChanged 287
		SP:Iteration 11Q (14679.390000 sec): 3 clusters
  Score: Raw -793089.381530 + Penalty 2929.497594 = -790159.883935
  nChanged 164
		SP:Iteration 12Q (14679.590000 sec): 3 clusters
  Score: Raw -793203.679763 + Penalty 2929.497594 = -790274.182169
  nChanged 115
		SP:Iteration 13Q (14679.810000 sec): 3 clusters
  Score: Raw -793274.992784 + Penalty 2929.497594 = -790345.495190
  nChanged 74
		SP:Iteration 14Q (14679.970000 sec): 3 clusters
  Score: Raw -793312.647261 + Penalty 2929.497594 = -790383.149666
  nChanged 42
		SP:Iteration 15Q (14680.130000 sec): 3 clusters
  Score: Raw -793328.801294 + Penalty 2929.497594 = -790399.303700
  nChanged 25
		SP:Iteration 16Q (14680.340000 sec): 3 clusters
  Score: Raw -793339.198981 + Penalty 2929.497594 = -790409.701387
  nChanged 13
		SP:Iteration 17Q (14680.520000 sec): 3 clusters
  Score: Raw -793344.767145 + Penalty 2929.497594 = -790415.269551
  nChanged 6
		SP:Iteration 18Q (14680.660000 sec): 3 clusters
  Score: Raw -793346.297133 + Penalty 2929.497594 = -790416.799539
  nChanged 3
		SP:Iteration 19Q (14680.890000 sec): 3 clusters
  Score: Raw -793347.859936 + Penalty 2929.497594 = -790418.362342
  nChanged 4
		SP:Iteration 20F (14681.060000 sec): 3 clusters
  Score: Raw -793349.186402 + Penalty 2929.497594 = -790419.688808
  nChanged 3
		SP:Iteration 21Q (14681.220000 sec): 3 clusters
  Score: Raw -793350.460739 + Penalty 2929.497594 = -790420.963144
  nChanged 4
		SP:Iteration 22Q (14681.490000 sec): 3 clusters
  Score: Raw -793352.360350 + Penalty 2929.497594 = -790422.862756
  nChanged 1
		SP:Iteration 23Q (14681.630000 sec): 3 clusters
  Score: Raw -793352.517449 + Penalty 2929.497594 = -790423.019855
  nChanged 1
		SP:Iteration 24Q (14681.810000 sec): 3 clusters
  Score: Raw -793352.914044 + Penalty 2929.497594 = -790423.416450
  nChanged 0
		SP:Iteration 25F (14682.000000 sec): 3 clusters
  Score: Raw -793352.914044 + Penalty 2929.497594 = -790423.416450
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 12 (21813 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14682.220000 sec): 2 clusters
  Score: Raw -2069065.059262 + Penalty 1623.417478 = -2067441.641784
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14682.560000 sec): 3 clusters
  Score: Raw -2055755.692660 + Penalty 3246.834955 = -2052508.857705
  nChanged 9884
		SP:Iteration 1F (14682.890000 sec): 3 clusters
  Score: Raw -2061313.809561 + Penalty 3246.834955 = -2058066.974606
  nChanged 1035
		SP:Iteration 2Q (14683.300000 sec): 3 clusters
  Score: Raw -2061687.419800 + Penalty 3246.834955 = -2058440.584844
  nChanged 978
		SP:Iteration 3Q (14683.630000 sec): 3 clusters
  Score: Raw -2062080.029709 + Penalty 3246.834955 = -2058833.194753
  nChanged 982
		SP:Iteration 4Q (14683.970000 sec): 3 clusters
  Score: Raw -2062535.962808 + Penalty 3246.834955 = -2059289.127852
  nChanged 1007
		SP:Iteration 5Q (14684.300000 sec): 3 clusters
  Score: Raw -2063055.272916 + Penalty 3246.834955 = -2059808.437961
  nChanged 1045
		SP:Iteration 6Q (14684.670000 sec): 3 clusters
  Score: Raw -2063623.847639 + Penalty 3246.834955 = -2060377.012684
  nChanged 1021
		SP:Iteration 7Q (14685.050000 sec): 3 clusters
  Score: Raw -2064207.184720 + Penalty 3246.834955 = -2060960.349765
  nChanged 1047
		SP:Iteration 8Q (14685.400000 sec): 3 clusters
  Score: Raw -2064819.733184 + Penalty 3246.834955 = -2061572.898228
  nChanged 1017
		SP:Iteration 9Q (14685.750000 sec): 3 clusters
  Score: Raw -2065424.165468 + Penalty 3246.834955 = -2062177.330512
  nChanged 965
		SP:Iteration 10Q (14686.100000 sec): 3 clusters
  Score: Raw -2066036.249307 + Penalty 3246.834955 = -2062789.414351
  nChanged 855
		SP:Iteration 11Q (14686.440000 sec): 3 clusters
  Score: Raw -2066586.060356 + Penalty 3246.834955 = -2063339.225400
  nChanged 760
		SP:Iteration 12Q (14686.740000 sec): 3 clusters
  Score: Raw -2067069.990131 + Penalty 3246.834955 = -2063823.155175
  nChanged 618
		SP:Iteration 13Q (14687.100000 sec): 3 clusters
  Score: Raw -2067462.338495 + Penalty 3246.834955 = -2064215.503539
  nChanged 540
		SP:Iteration 14Q (14687.490000 sec): 3 clusters
  Score: Raw -2067805.218291 + Penalty 3246.834955 = -2064558.383336
  nChanged 448
		SP:Iteration 15Q (14687.750000 sec): 3 clusters
  Score: Raw -2068097.276703 + Penalty 3246.834955 = -2064850.441747
  nChanged 362
		SP:Iteration 16Q (14688.040000 sec): 3 clusters
  Score: Raw -2068333.246382 + Penalty 3246.834955 = -2065086.411426
  nChanged 303
		SP:Iteration 17Q (14688.240000 sec): 3 clusters
  Score: Raw -2068526.961861 + Penalty 3246.834955 = -2065280.126905
  nChanged 243
		SP:Iteration 18Q (14688.500000 sec): 3 clusters
  Score: Raw -2068686.229319 + Penalty 3246.834955 = -2065439.394363
  nChanged 191
		SP:Iteration 19Q (14688.800000 sec): 3 clusters
  Score: Raw -2068809.206546 + Penalty 3246.834955 = -2065562.371591
  nChanged 151
		SP:Iteration 20F (14689.100000 sec): 3 clusters
  Score: Raw -2068909.131212 + Penalty 3246.834955 = -2065662.296257
  nChanged 112
		SP:Iteration 21Q (14689.380000 sec): 3 clusters
  Score: Raw -2068980.696118 + Penalty 3246.834955 = -2065733.861163
  nChanged 83
		SP:Iteration 22Q (14689.650000 sec): 3 clusters
  Score: Raw -2069030.267730 + Penalty 3246.834955 = -2065783.432774
  nChanged 65
		SP:Iteration 23Q (14689.870000 sec): 3 clusters
  Score: Raw -2069075.137028 + Penalty 3246.834955 = -2065828.302073
  nChanged 67
		SP:Iteration 24Q (14690.170000 sec): 3 clusters
  Score: Raw -2069119.378875 + Penalty 3246.834955 = -2065872.543919
  nChanged 38
		SP:Iteration 25Q (14690.470000 sec): 3 clusters
  Score: Raw -2069142.681796 + Penalty 3246.834955 = -2065895.846841
  nChanged 37
		SP:Iteration 26Q (14690.760000 sec): 3 clusters
  Score: Raw -2069171.969442 + Penalty 3246.834955 = -2065925.134487
  nChanged 37
		SP:Iteration 27Q (14691.100000 sec): 3 clusters
  Score: Raw -2069195.848791 + Penalty 3246.834955 = -2065949.013836
  nChanged 32
		SP:Iteration 28Q (14691.370000 sec): 3 clusters
  Score: Raw -2069217.980898 + Penalty 3246.834955 = -2065971.145942
  nChanged 26
		SP:Iteration 29Q (14691.700000 sec): 3 clusters
  Score: Raw -2069235.147291 + Penalty 3246.834955 = -2065988.312335
  nChanged 16
		SP:Iteration 30Q (14692.010000 sec): 3 clusters
  Score: Raw -2069244.825689 + Penalty 3246.834955 = -2065997.990734
  nChanged 11
		SP:Iteration 31Q (14692.320000 sec): 3 clusters
  Score: Raw -2069250.938070 + Penalty 3246.834955 = -2066004.103115
  nChanged 5
		SP:Iteration 32Q (14692.640000 sec): 3 clusters
  Score: Raw -2069252.882664 + Penalty 3246.834955 = -2066006.047709
  nChanged 9
		SP:Iteration 33Q (14692.960000 sec): 3 clusters
  Score: Raw -2069259.924545 + Penalty 3246.834955 = -2066013.089589
  nChanged 9
		SP:Iteration 34Q (14693.230000 sec): 3 clusters
  Score: Raw -2069265.873280 + Penalty 3246.834955 = -2066019.038325
  nChanged 5
		SP:Iteration 35Q (14693.520000 sec): 3 clusters
  Score: Raw -2069268.128605 + Penalty 3246.834955 = -2066021.293650
  nChanged 4
		SP:Iteration 36Q (14693.770000 sec): 3 clusters
  Score: Raw -2069270.389254 + Penalty 3246.834955 = -2066023.554299
  nChanged 7
		SP:Iteration 37Q (14694.030000 sec): 3 clusters
  Score: Raw -2069273.183187 + Penalty 3246.834955 = -2066026.348232
  nChanged 2
		SP:Iteration 38Q (14694.260000 sec): 3 clusters
  Score: Raw -2069274.270734 + Penalty 3246.834955 = -2066027.435778
  nChanged 1
		SP:Iteration 39Q (14694.520000 sec): 3 clusters
  Score: Raw -2069274.677453 + Penalty 3246.834955 = -2066027.842498
  nChanged 1
		SP:Iteration 40F (14694.830000 sec): 3 clusters
  Score: Raw -2069274.980588 + Penalty 3246.834955 = -2066028.145632
  nChanged 1
		SP:Iteration 41Q (14695.120000 sec): 3 clusters
  Score: Raw -2069275.510056 + Penalty 3246.834955 = -2066028.675100
  nChanged 1
		SP:Iteration 42Q (14695.360000 sec): 3 clusters
  Score: Raw -2069275.979910 + Penalty 3246.834955 = -2066029.144955
  nChanged 1
		SP:Iteration 43Q (14695.620000 sec): 3 clusters
  Score: Raw -2069276.345472 + Penalty 3246.834955 = -2066029.510516
  nChanged 1
		SP:Iteration 44Q (14695.840000 sec): 3 clusters
  Score: Raw -2069276.538750 + Penalty 3246.834955 = -2066029.703795
  nChanged 0
		SP:Iteration 45F (14696.140000 sec): 3 clusters
  Score: Raw -2069276.538750 + Penalty 3246.834955 = -2066029.703795
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 13 (1477 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14696.300000 sec): 2 clusters
  Score: Raw -112821.191697 + Penalty 1185.887346 = -111635.304351
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14696.420000 sec): 3 clusters
  Score: Raw -112302.100107 + Penalty 2371.774692 = -109930.325415
  nChanged 480
		SP:Iteration 1F (14696.580000 sec): 3 clusters
  Score: Raw -112762.547578 + Penalty 2371.774692 = -110390.772887
  nChanged 124
		SP:Iteration 2F (14696.810000 sec): 3 clusters
  Score: Raw -112911.648304 + Penalty 2371.774692 = -110539.873613
  nChanged 87
		SP:Iteration 3F (14696.960000 sec): 3 clusters
  Score: Raw -113013.254132 + Penalty 2371.774692 = -110641.479440
  nChanged 58
		SP:Iteration 4Q (14697.110000 sec): 3 clusters
  Score: Raw -113064.134387 + Penalty 2371.774692 = -110692.359695
  nChanged 33
		SP:Iteration 5Q (14697.250000 sec): 3 clusters
  Score: Raw -113093.325516 + Penalty 2371.774692 = -110721.550824
  nChanged 29
		SP:Iteration 6Q (14697.400000 sec): 3 clusters
  Score: Raw -113125.426103 + Penalty 2371.774692 = -110753.651411
  nChanged 30
		SP:Iteration 7Q (14697.540000 sec): 3 clusters
  Score: Raw -113156.179015 + Penalty 2371.774692 = -110784.404323
  nChanged 26
		SP:Iteration 8Q (14697.690000 sec): 3 clusters
  Score: Raw -113181.919569 + Penalty 2371.774692 = -110810.144877
  nChanged 20
		SP:Iteration 9Q (14697.820000 sec): 3 clusters
  Score: Raw -113200.526347 + Penalty 2371.774692 = -110828.751655
  nChanged 13
		SP:Iteration 10Q (14698.000000 sec): 3 clusters
  Score: Raw -113212.921640 + Penalty 2371.774692 = -110841.146948
  nChanged 8
		SP:Iteration 11Q (14698.170000 sec): 3 clusters
  Score: Raw -113218.918647 + Penalty 2371.774692 = -110847.143955
  nChanged 5
		SP:Iteration 12Q (14698.320000 sec): 3 clusters
  Score: Raw -113225.056422 + Penalty 2371.774692 = -110853.281730
  nChanged 6
		SP:Iteration 13Q (14698.460000 sec): 3 clusters
  Score: Raw -113226.886859 + Penalty 2371.774692 = -110855.112167
  nChanged 2
		SP:Iteration 14Q (14698.610000 sec): 3 clusters
  Score: Raw -113228.021978 + Penalty 2371.774692 = -110856.247286
  nChanged 2
		SP:Iteration 15Q (14698.760000 sec): 3 clusters
  Score: Raw -113229.279832 + Penalty 2371.774692 = -110857.505140
  nChanged 1
		SP:Iteration 16Q (14698.920000 sec): 3 clusters
  Score: Raw -113229.589999 + Penalty 2371.774692 = -110857.815307
  nChanged 0
		SP:Iteration 17F (14699.070000 sec): 3 clusters
  Score: Raw -113229.589999 + Penalty 2371.774692 = -110857.815307
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 14 (20754 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14699.270000 sec): 2 clusters
  Score: Raw -1879154.072764 + Penalty 1615.330320 = -1877538.742444
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14699.660000 sec): 3 clusters
  Score: Raw -1866695.810979 + Penalty 3230.660640 = -1863465.150338
  nChanged 9390
		SP:Iteration 1F (14700.010000 sec): 3 clusters
  Score: Raw -1871766.623453 + Penalty 3230.660640 = -1868535.962812
  nChanged 981
		SP:Iteration 2Q (14700.360000 sec): 3 clusters
  Score: Raw -1872112.677249 + Penalty 3230.660640 = -1868882.016609
  nChanged 928
		SP:Iteration 3Q (14700.750000 sec): 3 clusters
  Score: Raw -1872408.068809 + Penalty 3230.660640 = -1869177.408169
  nChanged 806
		SP:Iteration 4Q (14701.150000 sec): 3 clusters
  Score: Raw -1872675.729634 + Penalty 3230.660640 = -1869445.068993
  nChanged 736
		SP:Iteration 5Q (14701.540000 sec): 3 clusters
  Score: Raw -1872966.569284 + Penalty 3230.660640 = -1869735.908644
  nChanged 797
		SP:Iteration 6Q (14701.930000 sec): 3 clusters
  Score: Raw -1873330.765159 + Penalty 3230.660640 = -1870100.104518
  nChanged 835
		SP:Iteration 7Q (14702.340000 sec): 3 clusters
  Score: Raw -1873758.235784 + Penalty 3230.660640 = -1870527.575143
  nChanged 975
		SP:Iteration 8Q (14702.730000 sec): 3 clusters
  Score: Raw -1874369.477346 + Penalty 3230.660640 = -1871138.816706
  nChanged 1080
		SP:Iteration 9F (14703.120000 sec): 3 clusters
  Score: Raw -1875156.592967 + Penalty 3230.660640 = -1871925.932327
  nChanged 1145
		SP:Iteration 10F (14703.520000 sec): 3 clusters
  Score: Raw -1876041.908709 + Penalty 3230.660640 = -1872811.248069
  nChanged 1110
		SP:Iteration 11F (14703.920000 sec): 3 clusters
  Score: Raw -1876952.702468 + Penalty 3230.660640 = -1873722.041828
  nChanged 975
		SP:Iteration 12Q (14704.240000 sec): 3 clusters
  Score: Raw -1877753.546452 + Penalty 3230.660640 = -1874522.885812
  nChanged 741
		SP:Iteration 13Q (14704.520000 sec): 3 clusters
  Score: Raw -1878348.587594 + Penalty 3230.660640 = -1875117.926954
  nChanged 510
		SP:Iteration 14Q (14704.820000 sec): 3 clusters
  Score: Raw -1878728.356532 + Penalty 3230.660640 = -1875497.695891
  nChanged 335
		SP:Iteration 15Q (14705.090000 sec): 3 clusters
  Score: Raw -1878979.627465 + Penalty 3230.660640 = -1875748.966824
  nChanged 208
		SP:Iteration 16Q (14705.370000 sec): 3 clusters
  Score: Raw -1879137.874575 + Penalty 3230.660640 = -1875907.213935
  nChanged 153
		SP:Iteration 17Q (14705.640000 sec): 3 clusters
  Score: Raw -1879252.558378 + Penalty 3230.660640 = -1876021.897738
  nChanged 92
		SP:Iteration 18Q (14705.920000 sec): 3 clusters
  Score: Raw -1879324.947690 + Penalty 3230.660640 = -1876094.287049
  nChanged 62
		SP:Iteration 19Q (14706.170000 sec): 3 clusters
  Score: Raw -1879367.721081 + Penalty 3230.660640 = -1876137.060440
  nChanged 38
		SP:Iteration 20F (14706.480000 sec): 3 clusters
  Score: Raw -1879392.161071 + Penalty 3230.660640 = -1876161.500430
  nChanged 25
		SP:Iteration 21Q (14706.770000 sec): 3 clusters
  Score: Raw -1879411.769003 + Penalty 3230.660640 = -1876181.108363
  nChanged 17
		SP:Iteration 22Q (14707.020000 sec): 3 clusters
  Score: Raw -1879421.277088 + Penalty 3230.660640 = -1876190.616448
  nChanged 18
		SP:Iteration 23Q (14707.340000 sec): 3 clusters
  Score: Raw -1879432.869640 + Penalty 3230.660640 = -1876202.209000
  nChanged 17
		SP:Iteration 24Q (14707.540000 sec): 3 clusters
  Score: Raw -1879443.921963 + Penalty 3230.660640 = -1876213.261323
  nChanged 9
		SP:Iteration 25Q (14707.830000 sec): 3 clusters
  Score: Raw -1879451.359165 + Penalty 3230.660640 = -1876220.698525
  nChanged 10
		SP:Iteration 26Q (14708.100000 sec): 3 clusters
  Score: Raw -1879458.661768 + Penalty 3230.660640 = -1876228.001127
  nChanged 8
		SP:Iteration 27Q (14708.380000 sec): 3 clusters
  Score: Raw -1879465.011538 + Penalty 3230.660640 = -1876234.350897
  nChanged 9
		SP:Iteration 28Q (14708.620000 sec): 3 clusters
  Score: Raw -1879471.816422 + Penalty 3230.660640 = -1876241.155782
  nChanged 9
		SP:Iteration 29Q (14708.880000 sec): 3 clusters
  Score: Raw -1879476.467145 + Penalty 3230.660640 = -1876245.806505
  nChanged 3
		SP:Iteration 30Q (14709.100000 sec): 3 clusters
  Score: Raw -1879479.028838 + Penalty 3230.660640 = -1876248.368197
  nChanged 7
		SP:Iteration 31Q (14709.420000 sec): 3 clusters
  Score: Raw -1879484.535923 + Penalty 3230.660640 = -1876253.875283
  nChanged 3
		SP:Iteration 32Q (14709.660000 sec): 3 clusters
  Score: Raw -1879487.007764 + Penalty 3230.660640 = -1876256.347123
  nChanged 2
		SP:Iteration 33Q (14709.910000 sec): 3 clusters
  Score: Raw -1879487.767266 + Penalty 3230.660640 = -1876257.106625
  nChanged 0
		SP:Iteration 34F (14710.220000 sec): 3 clusters
  Score: Raw -1879487.767266 + Penalty 3230.660640 = -1876257.106625
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 15 (17234 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14710.420000 sec): 2 clusters
  Score: Raw -1411052.391266 + Penalty 1585.128912 = -1409467.262354
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14710.750000 sec): 3 clusters
  Score: Raw -1400816.291225 + Penalty 3170.257823 = -1397646.033402
  nChanged 7720
		SP:Iteration 1F (14711.020000 sec): 3 clusters
  Score: Raw -1405528.050209 + Penalty 3170.257823 = -1402357.792386
  nChanged 1260
		SP:Iteration 2F (14711.320000 sec): 3 clusters
  Score: Raw -1406381.755167 + Penalty 3170.257823 = -1403211.497344
  nChanged 1289
		SP:Iteration 3F (14711.560000 sec): 3 clusters
  Score: Raw -1407351.150377 + Penalty 3170.257823 = -1404180.892554
  nChanged 1290
		SP:Iteration 4F (14711.790000 sec): 3 clusters
  Score: Raw -1408373.467739 + Penalty 3170.257823 = -1405203.209915
  nChanged 1117
		SP:Iteration 5F (14712.080000 sec): 3 clusters
  Score: Raw -1409240.632391 + Penalty 3170.257823 = -1406070.374568
  nChanged 906
		SP:Iteration 6F (14712.270000 sec): 3 clusters
  Score: Raw -1409859.544576 + Penalty 3170.257823 = -1406689.286753
  nChanged 720
		SP:Iteration 7Q (14712.520000 sec): 3 clusters
  Score: Raw -1410344.889715 + Penalty 3170.257823 = -1407174.631892
  nChanged 577
		SP:Iteration 8Q (14712.810000 sec): 3 clusters
  Score: Raw -1410704.505414 + Penalty 3170.257823 = -1407534.247591
  nChanged 442
		SP:Iteration 9Q (14713.120000 sec): 3 clusters
  Score: Raw -1410962.818002 + Penalty 3170.257823 = -1407792.560178
  nChanged 347
		SP:Iteration 10Q (14713.410000 sec): 3 clusters
  Score: Raw -1411128.029954 + Penalty 3170.257823 = -1407957.772131
  nChanged 261
		SP:Iteration 11Q (14713.690000 sec): 3 clusters
  Score: Raw -1411249.413959 + Penalty 3170.257823 = -1408079.156136
  nChanged 247
		SP:Iteration 12Q (14714.000000 sec): 3 clusters
  Score: Raw -1411364.611753 + Penalty 3170.257823 = -1408194.353930
  nChanged 232
		SP:Iteration 13Q (14714.320000 sec): 3 clusters
  Score: Raw -1411481.577326 + Penalty 3170.257823 = -1408311.319503
  nChanged 205
		SP:Iteration 14Q (14714.590000 sec): 3 clusters
  Score: Raw -1411577.802976 + Penalty 3170.257823 = -1408407.545153
  nChanged 179
		SP:Iteration 15Q (14714.920000 sec): 3 clusters
  Score: Raw -1411656.777546 + Penalty 3170.257823 = -1408486.519722
  nChanged 151
		SP:Iteration 16Q (14715.200000 sec): 3 clusters
  Score: Raw -1411717.029510 + Penalty 3170.257823 = -1408546.771687
  nChanged 129
		SP:Iteration 17Q (14715.540000 sec): 3 clusters
  Score: Raw -1411772.648989 + Penalty 3170.257823 = -1408602.391166
  nChanged 122
		SP:Iteration 18Q (14715.840000 sec): 3 clusters
  Score: Raw -1411816.747412 + Penalty 3170.257823 = -1408646.489588
  nChanged 113
		SP:Iteration 19Q (14716.160000 sec): 3 clusters
  Score: Raw -1411866.504931 + Penalty 3170.257823 = -1408696.247108
  nChanged 96
		SP:Iteration 20F (14716.490000 sec): 3 clusters
  Score: Raw -1411915.952000 + Penalty 3170.257823 = -1408745.694177
  nChanged 88
		SP:Iteration 21Q (14716.740000 sec): 3 clusters
  Score: Raw -1411951.985111 + Penalty 3170.257823 = -1408781.727287
  nChanged 77
		SP:Iteration 22Q (14717.000000 sec): 3 clusters
  Score: Raw -1411988.156041 + Penalty 3170.257823 = -1408817.898217
  nChanged 84
		SP:Iteration 23Q (14717.260000 sec): 3 clusters
  Score: Raw -1412034.238575 + Penalty 3170.257823 = -1408863.980751
  nChanged 85
		SP:Iteration 24Q (14717.550000 sec): 3 clusters
  Score: Raw -1412095.951997 + Penalty 3170.257823 = -1408925.694174
  nChanged 87
		SP:Iteration 25Q (14717.840000 sec): 3 clusters
  Score: Raw -1412146.767711 + Penalty 3170.257823 = -1408976.509887
  nChanged 71
		SP:Iteration 26Q (14718.040000 sec): 3 clusters
  Score: Raw -1412175.569490 + Penalty 3170.257823 = -1409005.311666
  nChanged 50
		SP:Iteration 27Q (14718.310000 sec): 3 clusters
  Score: Raw -1412193.061306 + Penalty 3170.257823 = -1409022.803483
  nChanged 52
		SP:Iteration 28Q (14718.650000 sec): 3 clusters
  Score: Raw -1412211.640877 + Penalty 3170.257823 = -1409041.383054
  nChanged 41
		SP:Iteration 29Q (14718.900000 sec): 3 clusters
  Score: Raw -1412224.653660 + Penalty 3170.257823 = -1409054.395836
  nChanged 29
		SP:Iteration 30Q (14719.190000 sec): 3 clusters
  Score: Raw -1412231.570076 + Penalty 3170.257823 = -1409061.312253
  nChanged 19
		SP:Iteration 31Q (14719.490000 sec): 3 clusters
  Score: Raw -1412235.085783 + Penalty 3170.257823 = -1409064.827960
  nChanged 9
		SP:Iteration 32Q (14719.790000 sec): 3 clusters
  Score: Raw -1412236.506506 + Penalty 3170.257823 = -1409066.248683
  nChanged 6
		SP:Iteration 33Q (14720.140000 sec): 3 clusters
  Score: Raw -1412237.685123 + Penalty 3170.257823 = -1409067.427300
  nChanged 8
		SP:Iteration 34Q (14720.390000 sec): 3 clusters
  Score: Raw -1412239.107534 + Penalty 3170.257823 = -1409068.849711
  nChanged 5
		SP:Iteration 35Q (14720.620000 sec): 3 clusters
  Score: Raw -1412240.462105 + Penalty 3170.257823 = -1409070.204282
  nChanged 4
		SP:Iteration 36Q (14720.880000 sec): 3 clusters
  Score: Raw -1412241.357870 + Penalty 3170.257823 = -1409071.100047
  nChanged 3
		SP:Iteration 37Q (14721.110000 sec): 3 clusters
  Score: Raw -1412241.686063 + Penalty 3170.257823 = -1409071.428240
  nChanged 3
		SP:Iteration 38Q (14721.380000 sec): 3 clusters
  Score: Raw -1412241.843233 + Penalty 3170.257823 = -1409071.585410
  nChanged 1
		SP:Iteration 39Q (14721.600000 sec): 3 clusters
  Score: Raw -1412241.987857 + Penalty 3170.257823 = -1409071.730034
  nChanged 1
		SP:Iteration 40F (14721.820000 sec): 3 clusters
  Score: Raw -1412242.159348 + Penalty 3170.257823 = -1409071.901524
  nChanged 3
		SP:Iteration 41Q (14722.060000 sec): 3 clusters
  Score: Raw -1412242.572884 + Penalty 3170.257823 = -1409072.315061
  nChanged 2
		SP:Iteration 42Q (14722.330000 sec): 3 clusters
  Score: Raw -1412242.662442 + Penalty 3170.257823 = -1409072.404619
  nChanged 0
		SP:Iteration 43F (14722.620000 sec): 3 clusters
  Score: Raw -1412242.662442 + Penalty 3170.257823 = -1409072.404619
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 16 (4508 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14722.710000 sec): 2 clusters
  Score: Raw -370135.896938 + Penalty 1367.211442 = -368768.685496
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14722.820000 sec): 3 clusters
  Score: Raw -367848.032275 + Penalty 2734.422884 = -365113.609390
  nChanged 1818
		SP:Iteration 1F (14722.970000 sec): 3 clusters
  Score: Raw -369154.252351 + Penalty 2734.422884 = -366419.829467
  nChanged 441
		SP:Iteration 2F (14723.080000 sec): 3 clusters
  Score: Raw -369542.200330 + Penalty 2734.422884 = -366807.777445
  nChanged 316
		SP:Iteration 3F (14723.220000 sec): 3 clusters
  Score: Raw -369762.194455 + Penalty 2734.422884 = -367027.771571
  nChanged 231
		SP:Iteration 4F (14723.390000 sec): 3 clusters
  Score: Raw -369894.419113 + Penalty 2734.422884 = -367159.996229
  nChanged 190
		SP:Iteration 5Q (14723.610000 sec): 3 clusters
  Score: Raw -370007.222327 + Penalty 2734.422884 = -367272.799442
  nChanged 164
		SP:Iteration 6Q (14723.650000 sec): 3 clusters
  Score: Raw -370092.601863 + Penalty 2734.422884 = -367358.178978
  nChanged 114
		SP:Iteration 7Q (14723.850000 sec): 3 clusters
  Score: Raw -370150.772424 + Penalty 2734.422884 = -367416.349539
  nChanged 109
		SP:Iteration 8Q (14724.000000 sec): 3 clusters
  Score: Raw -370200.264490 + Penalty 2734.422884 = -367465.841606
  nChanged 84
		SP:Iteration 9Q (14724.130000 sec): 3 clusters
  Score: Raw -370239.104008 + Penalty 2734.422884 = -367504.681124
  nChanged 76
		SP:Iteration 10Q (14724.280000 sec): 3 clusters
  Score: Raw -370273.860020 + Penalty 2734.422884 = -367539.437135
  nChanged 63
		SP:Iteration 11Q (14724.470000 sec): 3 clusters
  Score: Raw -370299.096760 + Penalty 2734.422884 = -367564.673876
  nChanged 56
		SP:Iteration 12Q (14724.580000 sec): 3 clusters
  Score: Raw -370325.322497 + Penalty 2734.422884 = -367590.899612
  nChanged 72
		SP:Iteration 13Q (14724.760000 sec): 3 clusters
  Score: Raw -370352.422151 + Penalty 2734.422884 = -367617.999267
  nChanged 50
		SP:Iteration 14Q (14724.870000 sec): 3 clusters
  Score: Raw -370387.872193 + Penalty 2734.422884 = -367653.449308
  nChanged 71
		SP:Iteration 15Q (14725.000000 sec): 3 clusters
  Score: Raw -370426.221345 + Penalty 2734.422884 = -367691.798460
  nChanged 70
		SP:Iteration 16Q (14725.150000 sec): 3 clusters
  Score: Raw -370457.047055 + Penalty 2734.422884 = -367722.624171
  nChanged 52
		SP:Iteration 17Q (14725.290000 sec): 3 clusters
  Score: Raw -370480.387888 + Penalty 2734.422884 = -367745.965004
  nChanged 58
		SP:Iteration 18Q (14725.420000 sec): 3 clusters
  Score: Raw -370506.446207 + Penalty 2734.422884 = -367772.023322
  nChanged 55
		SP:Iteration 19Q (14725.560000 sec): 3 clusters
  Score: Raw -370529.602472 + Penalty 2734.422884 = -367795.179587
  nChanged 50
		SP:Iteration 20F (14725.770000 sec): 3 clusters
  Score: Raw -370551.648926 + Penalty 2734.422884 = -367817.226041
  nChanged 45
		SP:Iteration 21Q (14725.890000 sec): 3 clusters
  Score: Raw -370571.438700 + Penalty 2734.422884 = -367837.015815
  nChanged 35
		SP:Iteration 22Q (14726.030000 sec): 3 clusters
  Score: Raw -370584.064680 + Penalty 2734.422884 = -367849.641795
  nChanged 32
		SP:Iteration 23Q (14726.170000 sec): 3 clusters
  Score: Raw -370592.940343 + Penalty 2734.422884 = -367858.517459
  nChanged 30
		SP:Iteration 24Q (14726.310000 sec): 3 clusters
  Score: Raw -370600.749597 + Penalty 2734.422884 = -367866.326713
  nChanged 23
		SP:Iteration 25Q (14726.450000 sec): 3 clusters
  Score: Raw -370607.506924 + Penalty 2734.422884 = -367873.084040
  nChanged 17
		SP:Iteration 26Q (14726.680000 sec): 3 clusters
  Score: Raw -370611.452417 + Penalty 2734.422884 = -367877.029532
  nChanged 19
		SP:Iteration 27Q (14726.820000 sec): 3 clusters
  Score: Raw -370616.624865 + Penalty 2734.422884 = -367882.201980
  nChanged 21
		SP:Iteration 28Q (14727.060000 sec): 3 clusters
  Score: Raw -370622.826343 + Penalty 2734.422884 = -367888.403459
  nChanged 15
		SP:Iteration 29Q (14727.210000 sec): 3 clusters
  Score: Raw -370626.700425 + Penalty 2734.422884 = -367892.277541
  nChanged 16
		SP:Iteration 30Q (14727.390000 sec): 3 clusters
  Score: Raw -370631.405916 + Penalty 2734.422884 = -367896.983032
  nChanged 18
		SP:Iteration 31Q (14727.560000 sec): 3 clusters
  Score: Raw -370636.645576 + Penalty 2734.422884 = -367902.222691
  nChanged 15
		SP:Iteration 32Q (14727.740000 sec): 3 clusters
  Score: Raw -370641.121694 + Penalty 2734.422884 = -367906.698810
  nChanged 13
		SP:Iteration 33Q (14727.910000 sec): 3 clusters
  Score: Raw -370646.923893 + Penalty 2734.422884 = -367912.501009
  nChanged 18
		SP:Iteration 34Q (14728.090000 sec): 3 clusters
  Score: Raw -370655.443488 + Penalty 2734.422884 = -367921.020603
  nChanged 30
		SP:Iteration 35Q (14728.260000 sec): 3 clusters
  Score: Raw -370666.850553 + Penalty 2734.422884 = -367932.427669
  nChanged 24
		SP:Iteration 36Q (14728.440000 sec): 3 clusters
  Score: Raw -370673.655417 + Penalty 2734.422884 = -367939.232532
  nChanged 18
		SP:Iteration 37Q (14728.620000 sec): 3 clusters
  Score: Raw -370683.625989 + Penalty 2734.422884 = -367949.203105
  nChanged 23
		SP:Iteration 38Q (14728.790000 sec): 3 clusters
  Score: Raw -370692.802845 + Penalty 2734.422884 = -367958.379960
  nChanged 24
		SP:Iteration 39Q (14728.970000 sec): 3 clusters
  Score: Raw -370703.379430 + Penalty 2734.422884 = -367968.956545
  nChanged 28
		SP:Iteration 40F (14729.140000 sec): 3 clusters
  Score: Raw -370714.955609 + Penalty 2734.422884 = -367980.532725
  nChanged 34
		SP:Iteration 41Q (14729.320000 sec): 3 clusters
  Score: Raw -370731.305916 + Penalty 2734.422884 = -367996.883032
  nChanged 31
		SP:Iteration 42Q (14729.500000 sec): 3 clusters
  Score: Raw -370741.100952 + Penalty 2734.422884 = -368006.678067
  nChanged 27
		SP:Iteration 43Q (14729.670000 sec): 3 clusters
  Score: Raw -370750.679971 + Penalty 2734.422884 = -368016.257087
  nChanged 27
		SP:Iteration 44Q (14729.840000 sec): 3 clusters
  Score: Raw -370760.230042 + Penalty 2734.422884 = -368025.807158
  nChanged 28
		SP:Iteration 45Q (14730.020000 sec): 3 clusters
  Score: Raw -370769.149303 + Penalty 2734.422884 = -368034.726419
  nChanged 23
		SP:Iteration 46Q (14730.200000 sec): 3 clusters
  Score: Raw -370777.460473 + Penalty 2734.422884 = -368043.037588
  nChanged 21
		SP:Iteration 47Q (14730.370000 sec): 3 clusters
  Score: Raw -370783.966178 + Penalty 2734.422884 = -368049.543293
  nChanged 17
		SP:Iteration 48Q (14730.550000 sec): 3 clusters
  Score: Raw -370789.742514 + Penalty 2734.422884 = -368055.319630
  nChanged 20
		SP:Iteration 49Q (14730.720000 sec): 3 clusters
  Score: Raw -370797.262875 + Penalty 2734.422884 = -368062.839990
  nChanged 20
		SP:Iteration 50Q (14730.880000 sec): 3 clusters
  Score: Raw -370803.749523 + Penalty 2734.422884 = -368069.326638
  nChanged 20
		SP:Iteration 51Q (14731.080000 sec): 3 clusters
  Score: Raw -370811.787936 + Penalty 2734.422884 = -368077.365052
  nChanged 22
		SP:Iteration 52Q (14731.250000 sec): 3 clusters
  Score: Raw -370819.518886 + Penalty 2734.422884 = -368085.096001
  nChanged 23
		SP:Iteration 53Q (14731.430000 sec): 3 clusters
  Score: Raw -370831.091811 + Penalty 2734.422884 = -368096.668926
  nChanged 35
		SP:Iteration 54Q (14731.600000 sec): 3 clusters
  Score: Raw -370847.815663 + Penalty 2734.422884 = -368113.392778
  nChanged 34
		SP:Iteration 55Q (14731.780000 sec): 3 clusters
  Score: Raw -370865.700117 + Penalty 2734.422884 = -368131.277232
  nChanged 38
		SP:Iteration 56Q (14731.950000 sec): 3 clusters
  Score: Raw -370888.532299 + Penalty 2734.422884 = -368154.109415
  nChanged 36
		SP:Iteration 57Q (14732.130000 sec): 3 clusters
  Score: Raw -370918.473710 + Penalty 2734.422884 = -368184.050826
  nChanged 44
		SP:Iteration 58Q (14732.300000 sec): 3 clusters
  Score: Raw -370946.443173 + Penalty 2734.422884 = -368212.020289
  nChanged 42
		SP:Iteration 59Q (14732.480000 sec): 3 clusters
  Score: Raw -370969.814119 + Penalty 2734.422884 = -368235.391234
  nChanged 37
		SP:Iteration 60F (14732.650000 sec): 3 clusters
  Score: Raw -370993.722582 + Penalty 2734.422884 = -368259.299697
  nChanged 49
		SP:Iteration 61Q (14732.830000 sec): 3 clusters
  Score: Raw -371022.668601 + Penalty 2734.422884 = -368288.245717
  nChanged 38
		SP:Iteration 62Q (14733.000000 sec): 3 clusters
  Score: Raw -371039.618991 + Penalty 2734.422884 = -368305.196106
  nChanged 31
		SP:Iteration 63Q (14733.190000 sec): 3 clusters
  Score: Raw -371053.451331 + Penalty 2734.422884 = -368319.028447
  nChanged 27
		SP:Iteration 64Q (14733.360000 sec): 3 clusters
  Score: Raw -371067.427307 + Penalty 2734.422884 = -368333.004423
  nChanged 27
		SP:Iteration 65Q (14733.530000 sec): 3 clusters
  Score: Raw -371076.876896 + Penalty 2734.422884 = -368342.454012
  nChanged 25
		SP:Iteration 66Q (14733.710000 sec): 3 clusters
  Score: Raw -371085.933369 + Penalty 2734.422884 = -368351.510484
  nChanged 21
		SP:Iteration 67Q (14733.880000 sec): 3 clusters
  Score: Raw -371095.470151 + Penalty 2734.422884 = -368361.047267
  nChanged 23
		SP:Iteration 68Q (14734.060000 sec): 3 clusters
  Score: Raw -371102.136506 + Penalty 2734.422884 = -368367.713621
  nChanged 14
		SP:Iteration 69Q (14734.240000 sec): 3 clusters
  Score: Raw -371108.490676 + Penalty 2734.422884 = -368374.067792
  nChanged 11
		SP:Iteration 70Q (14734.410000 sec): 3 clusters
  Score: Raw -371110.629221 + Penalty 2734.422884 = -368376.206337
  nChanged 1
		SP:Iteration 71Q (14734.580000 sec): 3 clusters
  Score: Raw -371110.799072 + Penalty 2734.422884 = -368376.376187
  nChanged 2
		SP:Iteration 72Q (14734.760000 sec): 3 clusters
  Score: Raw -371111.683922 + Penalty 2734.422884 = -368377.261038
  nChanged 0
		SP:Iteration 73F (14734.980000 sec): 3 clusters
  Score: Raw -371111.683922 + Penalty 2734.422884 = -368377.261038
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 17 (3918 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14735.080000 sec): 2 clusters
  Score: Raw -349753.506343 + Penalty 1344.417197 = -348409.089145
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14735.230000 sec): 3 clusters
  Score: Raw -347788.523458 + Penalty 2688.834395 = -345099.689063
  nChanged 1535
		SP:Iteration 1F (14735.410000 sec): 3 clusters
  Score: Raw -348689.199348 + Penalty 2688.834395 = -346000.364954
  nChanged 335
		SP:Iteration 2F (14735.610000 sec): 3 clusters
  Score: Raw -348939.547359 + Penalty 2688.834395 = -346250.712965
  nChanged 282
		SP:Iteration 3F (14735.720000 sec): 3 clusters
  Score: Raw -349148.239573 + Penalty 2688.834395 = -346459.405178
  nChanged 257
		SP:Iteration 4F (14735.860000 sec): 3 clusters
  Score: Raw -349329.469158 + Penalty 2688.834395 = -346640.634763
  nChanged 199
		SP:Iteration 5F (14735.980000 sec): 3 clusters
  Score: Raw -349461.170357 + Penalty 2688.834395 = -346772.335962
  nChanged 169
		SP:Iteration 6Q (14736.130000 sec): 3 clusters
  Score: Raw -349568.433658 + Penalty 2688.834395 = -346879.599264
  nChanged 135
		SP:Iteration 7Q (14736.280000 sec): 3 clusters
  Score: Raw -349651.433808 + Penalty 2688.834395 = -346962.599414
  nChanged 118
		SP:Iteration 8Q (14736.430000 sec): 3 clusters
  Score: Raw -349737.375214 + Penalty 2688.834395 = -347048.540819
  nChanged 117
		SP:Iteration 9Q (14736.610000 sec): 3 clusters
  Score: Raw -349840.583612 + Penalty 2688.834395 = -347151.749217
  nChanged 108
		SP:Iteration 10Q (14736.790000 sec): 3 clusters
  Score: Raw -349956.595821 + Penalty 2688.834395 = -347267.761427
  nChanged 114
		SP:Iteration 11Q (14736.960000 sec): 3 clusters
  Score: Raw -350058.394414 + Penalty 2688.834395 = -347369.560020
  nChanged 116
		SP:Iteration 12Q (14737.140000 sec): 3 clusters
  Score: Raw -350132.689665 + Penalty 2688.834395 = -347443.855270
  nChanged 97
		SP:Iteration 13Q (14737.310000 sec): 3 clusters
  Score: Raw -350195.778881 + Penalty 2688.834395 = -347506.944486
  nChanged 77
		SP:Iteration 14Q (14737.490000 sec): 3 clusters
  Score: Raw -350236.503261 + Penalty 2688.834395 = -347547.668866
  nChanged 69
		SP:Iteration 15Q (14737.670000 sec): 3 clusters
  Score: Raw -350268.359266 + Penalty 2688.834395 = -347579.524871
  nChanged 67
		SP:Iteration 16Q (14737.840000 sec): 3 clusters
  Score: Raw -350307.248604 + Penalty 2688.834395 = -347618.414210
  nChanged 67
		SP:Iteration 17Q (14738.020000 sec): 3 clusters
  Score: Raw -350338.946556 + Penalty 2688.834395 = -347650.112161
  nChanged 53
		SP:Iteration 18Q (14738.190000 sec): 3 clusters
  Score: Raw -350363.876580 + Penalty 2688.834395 = -347675.042186
  nChanged 48
		SP:Iteration 19Q (14738.370000 sec): 3 clusters
  Score: Raw -350389.883285 + Penalty 2688.834395 = -347701.048890
  nChanged 38
		SP:Iteration 20F (14738.550000 sec): 3 clusters
  Score: Raw -350405.336343 + Penalty 2688.834395 = -347716.501948
  nChanged 36
		SP:Iteration 21Q (14738.740000 sec): 3 clusters
  Score: Raw -350420.366195 + Penalty 2688.834395 = -347731.531801
  nChanged 28
		SP:Iteration 22Q (14738.880000 sec): 3 clusters
  Score: Raw -350437.183696 + Penalty 2688.834395 = -347748.349302
  nChanged 33
		SP:Iteration 23Q (14739.060000 sec): 3 clusters
  Score: Raw -350454.073006 + Penalty 2688.834395 = -347765.238612
  nChanged 27
		SP:Iteration 24Q (14739.220000 sec): 3 clusters
  Score: Raw -350466.003197 + Penalty 2688.834395 = -347777.168803
  nChanged 18
		SP:Iteration 25Q (14739.370000 sec): 3 clusters
  Score: Raw -350473.720956 + Penalty 2688.834395 = -347784.886561
  nChanged 10
		SP:Iteration 26Q (14739.520000 sec): 3 clusters
  Score: Raw -350477.401164 + Penalty 2688.834395 = -347788.566769
  nChanged 14
		SP:Iteration 27Q (14739.680000 sec): 3 clusters
  Score: Raw -350482.124666 + Penalty 2688.834395 = -347793.290271
  nChanged 13
		SP:Iteration 28Q (14739.840000 sec): 3 clusters
  Score: Raw -350486.644517 + Penalty 2688.834395 = -347797.810122
  nChanged 9
		SP:Iteration 29Q (14740.000000 sec): 3 clusters
  Score: Raw -350489.343438 + Penalty 2688.834395 = -347800.509044
  nChanged 9
		SP:Iteration 30Q (14740.170000 sec): 3 clusters
  Score: Raw -350492.906675 + Penalty 2688.834395 = -347804.072281
  nChanged 10
		SP:Iteration 31Q (14740.350000 sec): 3 clusters
  Score: Raw -350495.727850 + Penalty 2688.834395 = -347806.893455
  nChanged 8
		SP:Iteration 32Q (14740.520000 sec): 3 clusters
  Score: Raw -350498.202250 + Penalty 2688.834395 = -347809.367855
  nChanged 10
		SP:Iteration 33Q (14740.700000 sec): 3 clusters
  Score: Raw -350500.666961 + Penalty 2688.834395 = -347811.832567
  nChanged 12
		SP:Iteration 34Q (14740.870000 sec): 3 clusters
  Score: Raw -350504.138655 + Penalty 2688.834395 = -347815.304260
  nChanged 14
		SP:Iteration 35Q (14741.050000 sec): 3 clusters
  Score: Raw -350509.688083 + Penalty 2688.834395 = -347820.853688
  nChanged 14
		SP:Iteration 36Q (14741.220000 sec): 3 clusters
  Score: Raw -350513.119251 + Penalty 2688.834395 = -347824.284857
  nChanged 9
		SP:Iteration 37Q (14741.400000 sec): 3 clusters
  Score: Raw -350515.380311 + Penalty 2688.834395 = -347826.545916
  nChanged 6
		SP:Iteration 38Q (14741.610000 sec): 3 clusters
  Score: Raw -350516.947250 + Penalty 2688.834395 = -347828.112856
  nChanged 6
		SP:Iteration 39Q (14741.780000 sec): 3 clusters
  Score: Raw -350518.374404 + Penalty 2688.834395 = -347829.540009
  nChanged 1
		SP:Iteration 40F (14741.940000 sec): 3 clusters
  Score: Raw -350518.520240 + Penalty 2688.834395 = -347829.685846
  nChanged 1
		SP:Iteration 41Q (14742.120000 sec): 3 clusters
  Score: Raw -350518.737205 + Penalty 2688.834395 = -347829.902811
  nChanged 0
		SP:Iteration 42F (14742.250000 sec): 3 clusters
  Score: Raw -350518.737205 + Penalty 2688.834395 = -347829.902811
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 18 (3478 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14742.340000 sec): 2 clusters
  Score: Raw -279399.424717 + Penalty 1325.059563 = -278074.365154
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14742.540000 sec): 3 clusters
  Score: Raw -277779.177978 + Penalty 2650.119126 = -275129.058852
  nChanged 1325
		SP:Iteration 1F (14742.680000 sec): 3 clusters
  Score: Raw -278714.536439 + Penalty 2650.119126 = -276064.417313
  nChanged 320
		SP:Iteration 2F (14742.840000 sec): 3 clusters
  Score: Raw -279030.305858 + Penalty 2650.119126 = -276380.186732
  nChanged 269
		SP:Iteration 3F (14743.000000 sec): 3 clusters
  Score: Raw -279271.858919 + Penalty 2650.119126 = -276621.739793
  nChanged 193
		SP:Iteration 4F (14743.160000 sec): 3 clusters
  Score: Raw -279406.639741 + Penalty 2650.119126 = -276756.520615
  nChanged 135
		SP:Iteration 5Q (14743.340000 sec): 3 clusters
  Score: Raw -279494.512767 + Penalty 2650.119126 = -276844.393641
  nChanged 105
		SP:Iteration 6Q (14743.510000 sec): 3 clusters
  Score: Raw -279554.952955 + Penalty 2650.119126 = -276904.833829
  nChanged 92
		SP:Iteration 7Q (14743.690000 sec): 3 clusters
  Score: Raw -279600.065535 + Penalty 2650.119126 = -276949.946410
  nChanged 67
		SP:Iteration 8Q (14743.860000 sec): 3 clusters
  Score: Raw -279633.876796 + Penalty 2650.119126 = -276983.757670
  nChanged 57
		SP:Iteration 9Q (14744.040000 sec): 3 clusters
  Score: Raw -279658.391530 + Penalty 2650.119126 = -277008.272404
  nChanged 42
		SP:Iteration 10Q (14744.210000 sec): 3 clusters
  Score: Raw -279678.227038 + Penalty 2650.119126 = -277028.107912
  nChanged 50
		SP:Iteration 11Q (14744.390000 sec): 3 clusters
  Score: Raw -279700.658992 + Penalty 2650.119126 = -277050.539866
  nChanged 45
		SP:Iteration 12Q (14744.550000 sec): 3 clusters
  Score: Raw -279718.210953 + Penalty 2650.119126 = -277068.091827
  nChanged 32
		SP:Iteration 13Q (14744.730000 sec): 3 clusters
  Score: Raw -279734.436200 + Penalty 2650.119126 = -277084.317075
  nChanged 34
		SP:Iteration 14Q (14744.900000 sec): 3 clusters
  Score: Raw -279748.320292 + Penalty 2650.119126 = -277098.201166
  nChanged 25
		SP:Iteration 15Q (14745.050000 sec): 3 clusters
  Score: Raw -279757.134033 + Penalty 2650.119126 = -277107.014907
  nChanged 20
		SP:Iteration 16Q (14745.190000 sec): 3 clusters
  Score: Raw -279763.461574 + Penalty 2650.119126 = -277113.342448
  nChanged 21
		SP:Iteration 17Q (14745.350000 sec): 3 clusters
  Score: Raw -279773.046993 + Penalty 2650.119126 = -277122.927867
  nChanged 22
		SP:Iteration 18Q (14745.520000 sec): 3 clusters
  Score: Raw -279781.672303 + Penalty 2650.119126 = -277131.553178
  nChanged 24
		SP:Iteration 19Q (14745.690000 sec): 3 clusters
  Score: Raw -279792.374565 + Penalty 2650.119126 = -277142.255439
  nChanged 25
		SP:Iteration 20F (14745.870000 sec): 3 clusters
  Score: Raw -279801.763105 + Penalty 2650.119126 = -277151.643979
  nChanged 13
		SP:Iteration 21Q (14746.050000 sec): 3 clusters
  Score: Raw -279806.953109 + Penalty 2650.119126 = -277156.833984
  nChanged 10
		SP:Iteration 22Q (14746.220000 sec): 3 clusters
  Score: Raw -279811.605925 + Penalty 2650.119126 = -277161.486800
  nChanged 11
		SP:Iteration 23Q (14746.400000 sec): 3 clusters
  Score: Raw -279813.882447 + Penalty 2650.119126 = -277163.763321
  nChanged 7
		SP:Iteration 24Q (14746.570000 sec): 3 clusters
  Score: Raw -279815.521402 + Penalty 2650.119126 = -277165.402276
  nChanged 6
		SP:Iteration 25Q (14746.750000 sec): 3 clusters
  Score: Raw -279816.780188 + Penalty 2650.119126 = -277166.661062
  nChanged 7
		SP:Iteration 26Q (14746.930000 sec): 3 clusters
  Score: Raw -279818.688665 + Penalty 2650.119126 = -277168.569539
  nChanged 10
		SP:Iteration 27Q (14747.100000 sec): 3 clusters
  Score: Raw -279820.930626 + Penalty 2650.119126 = -277170.811500
  nChanged 7
		SP:Iteration 28Q (14747.280000 sec): 3 clusters
  Score: Raw -279822.632583 + Penalty 2650.119126 = -277172.513457
  nChanged 5
		SP:Iteration 29Q (14747.450000 sec): 3 clusters
  Score: Raw -279823.577124 + Penalty 2650.119126 = -277173.457998
  nChanged 3
		SP:Iteration 30Q (14747.610000 sec): 3 clusters
  Score: Raw -279824.521531 + Penalty 2650.119126 = -277174.402405
  nChanged 5
		SP:Iteration 31Q (14747.810000 sec): 3 clusters
  Score: Raw -279826.153540 + Penalty 2650.119126 = -277176.034415
  nChanged 7
		SP:Iteration 32Q (14747.960000 sec): 3 clusters
  Score: Raw -279827.515966 + Penalty 2650.119126 = -277177.396840
  nChanged 3
		SP:Iteration 33Q (14748.140000 sec): 3 clusters
  Score: Raw -279829.013103 + Penalty 2650.119126 = -277178.893977
  nChanged 1
		SP:Iteration 34Q (14748.330000 sec): 3 clusters
  Score: Raw -279829.352853 + Penalty 2650.119126 = -277179.233727
  nChanged 2
		SP:Iteration 35Q (14748.480000 sec): 3 clusters
  Score: Raw -279829.734404 + Penalty 2650.119126 = -277179.615278
  nChanged 3
		SP:Iteration 36Q (14748.630000 sec): 3 clusters
  Score: Raw -279831.202302 + Penalty 2650.119126 = -277181.083176
  nChanged 5
		SP:Iteration 37Q (14748.810000 sec): 3 clusters
  Score: Raw -279833.082337 + Penalty 2650.119126 = -277182.963211
  nChanged 6
		SP:Iteration 38Q (14748.990000 sec): 3 clusters
  Score: Raw -279836.947390 + Penalty 2650.119126 = -277186.828264
  nChanged 13
		SP:Iteration 39Q (14749.160000 sec): 3 clusters
  Score: Raw -279842.095044 + Penalty 2650.119126 = -277191.975919
  nChanged 12
		SP:Iteration 40F (14749.340000 sec): 3 clusters
  Score: Raw -279845.863106 + Penalty 2650.119126 = -277195.743980
  nChanged 10
		SP:Iteration 41Q (14749.510000 sec): 3 clusters
  Score: Raw -279848.702471 + Penalty 2650.119126 = -277198.583345
  nChanged 9
		SP:Iteration 42Q (14749.690000 sec): 3 clusters
  Score: Raw -279852.419327 + Penalty 2650.119126 = -277202.300201
  nChanged 9
		SP:Iteration 43Q (14749.860000 sec): 3 clusters
  Score: Raw -279854.430297 + Penalty 2650.119126 = -277204.311171
  nChanged 4
		SP:Iteration 44Q (14750.090000 sec): 3 clusters
  Score: Raw -279855.786992 + Penalty 2650.119126 = -277205.667866
  nChanged 7
		SP:Iteration 45Q (14750.280000 sec): 3 clusters
  Score: Raw -279858.420699 + Penalty 2650.119126 = -277208.301573
  nChanged 8
		SP:Iteration 46Q (14750.440000 sec): 3 clusters
  Score: Raw -279860.820277 + Penalty 2650.119126 = -277210.701151
  nChanged 7
		SP:Iteration 47Q (14750.610000 sec): 3 clusters
  Score: Raw -279864.158956 + Penalty 2650.119126 = -277214.039830
  nChanged 9
		SP:Iteration 48Q (14750.790000 sec): 3 clusters
  Score: Raw -279866.786268 + Penalty 2650.119126 = -277216.667142
  nChanged 5
		SP:Iteration 49Q (14750.970000 sec): 3 clusters
  Score: Raw -279868.765673 + Penalty 2650.119126 = -277218.646547
  nChanged 7
		SP:Iteration 50Q (14751.130000 sec): 3 clusters
  Score: Raw -279870.738986 + Penalty 2650.119126 = -277220.619860
  nChanged 5
		SP:Iteration 51Q (14751.290000 sec): 3 clusters
  Score: Raw -279871.784659 + Penalty 2650.119126 = -277221.665533
  nChanged 2
		SP:Iteration 52Q (14751.460000 sec): 3 clusters
  Score: Raw -279872.599556 + Penalty 2650.119126 = -277222.480430
  nChanged 0
		SP:Iteration 53F (14751.640000 sec): 3 clusters
  Score: Raw -279872.599556 + Penalty 2650.119126 = -277222.480430
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 19 (932 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14751.720000 sec): 2 clusters
  Score: Raw -83374.995238 + Penalty 1111.066582 = -82263.928656
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14751.890000 sec): 3 clusters
  Score: Raw -83093.560569 + Penalty 2222.133165 = -80871.427404
  nChanged 250
		SP:Iteration 1F (14752.070000 sec): 3 clusters
  Score: Raw -83328.375131 + Penalty 2222.133165 = -81106.241966
  nChanged 53
		SP:Iteration 2F (14752.240000 sec): 3 clusters
  Score: Raw -83380.814137 + Penalty 2222.133165 = -81158.680972
  nChanged 29
		SP:Iteration 3Q (14752.420000 sec): 3 clusters
  Score: Raw -83415.074588 + Penalty 2222.133165 = -81192.941423
  nChanged 32
		SP:Iteration 4Q (14752.600000 sec): 3 clusters
  Score: Raw -83443.990027 + Penalty 2222.133165 = -81221.856863
  nChanged 23
		SP:Iteration 5Q (14752.770000 sec): 3 clusters
  Score: Raw -83465.380208 + Penalty 2222.133165 = -81243.247044
  nChanged 10
		SP:Iteration 6Q (14752.940000 sec): 3 clusters
  Score: Raw -83478.286107 + Penalty 2222.133165 = -81256.152942
  nChanged 14
		SP:Iteration 7Q (14753.120000 sec): 3 clusters
  Score: Raw -83492.505231 + Penalty 2222.133165 = -81270.372066
  nChanged 11
		SP:Iteration 8Q (14753.300000 sec): 3 clusters
  Score: Raw -83500.904759 + Penalty 2222.133165 = -81278.771594
  nChanged 7
		SP:Iteration 9Q (14753.470000 sec): 3 clusters
  Score: Raw -83506.642927 + Penalty 2222.133165 = -81284.509762
  nChanged 7
		SP:Iteration 10Q (14753.650000 sec): 3 clusters
  Score: Raw -83510.531508 + Penalty 2222.133165 = -81288.398343
  nChanged 3
		SP:Iteration 11Q (14753.830000 sec): 3 clusters
  Score: Raw -83514.377147 + Penalty 2222.133165 = -81292.243982
  nChanged 4
		SP:Iteration 12Q (14753.950000 sec): 3 clusters
  Score: Raw -83517.148678 + Penalty 2222.133165 = -81295.015513
  nChanged 3
		SP:Iteration 13Q (14754.070000 sec): 3 clusters
  Score: Raw -83518.295797 + Penalty 2222.133165 = -81296.162632
  nChanged 3
		SP:Iteration 14Q (14754.210000 sec): 3 clusters
  Score: Raw -83520.519076 + Penalty 2222.133165 = -81298.385912
  nChanged 1
		SP:Iteration 15Q (14754.350000 sec): 3 clusters
  Score: Raw -83520.926951 + Penalty 2222.133165 = -81298.793786
  nChanged 1
		SP:Iteration 16Q (14754.480000 sec): 3 clusters
  Score: Raw -83522.921376 + Penalty 2222.133165 = -81300.788211
  nChanged 0
		SP:Iteration 17F (14754.590000 sec): 3 clusters
  Score: Raw -83522.921376 + Penalty 2222.133165 = -81300.788211
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 20 (11648 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14754.760000 sec): 2 clusters
  Score: Raw -992463.309921 + Penalty 1521.469588 = -990941.840333
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14754.980000 sec): 3 clusters
  Score: Raw -985809.948373 + Penalty 3042.939175 = -982767.009198
  nChanged 5073
		SP:Iteration 1F (14755.230000 sec): 3 clusters
  Score: Raw -988622.637787 + Penalty 3042.939175 = -985579.698612
  nChanged 795
		SP:Iteration 2F (14755.490000 sec): 3 clusters
  Score: Raw -989015.939198 + Penalty 3042.939175 = -985973.000022
  nChanged 698
		SP:Iteration 3F (14755.730000 sec): 3 clusters
  Score: Raw -989337.727478 + Penalty 3042.939175 = -986294.788303
  nChanged 593
		SP:Iteration 4F (14755.970000 sec): 3 clusters
  Score: Raw -989630.116350 + Penalty 3042.939175 = -986587.177175
  nChanged 602
		SP:Iteration 5F (14756.230000 sec): 3 clusters
  Score: Raw -989942.519870 + Penalty 3042.939175 = -986899.580695
  nChanged 550
		SP:Iteration 6Q (14756.470000 sec): 3 clusters
  Score: Raw -990216.818735 + Penalty 3042.939175 = -987173.879559
  nChanged 516
		SP:Iteration 7Q (14756.670000 sec): 3 clusters
  Score: Raw -990504.154316 + Penalty 3042.939175 = -987461.215140
  nChanged 520
		SP:Iteration 8Q (14756.880000 sec): 3 clusters
  Score: Raw -990818.873910 + Penalty 3042.939175 = -987775.934734
  nChanged 511
		SP:Iteration 9Q (14757.130000 sec): 3 clusters
  Score: Raw -991115.628646 + Penalty 3042.939175 = -988072.689470
  nChanged 452
		SP:Iteration 10Q (14757.410000 sec): 3 clusters
  Score: Raw -991393.166800 + Penalty 3042.939175 = -988350.227625
  nChanged 423
		SP:Iteration 11Q (14757.670000 sec): 3 clusters
  Score: Raw -991665.136963 + Penalty 3042.939175 = -988622.197788
  nChanged 364
		SP:Iteration 12Q (14758.030000 sec): 3 clusters
  Score: Raw -991903.618001 + Penalty 3042.939175 = -988860.678826
  nChanged 284
		SP:Iteration 13Q (14758.220000 sec): 3 clusters
  Score: Raw -992099.883199 + Penalty 3042.939175 = -989056.944024
  nChanged 248
		SP:Iteration 14Q (14758.500000 sec): 3 clusters
  Score: Raw -992265.064643 + Penalty 3042.939175 = -989222.125468
  nChanged 163
		SP:Iteration 15Q (14758.700000 sec): 3 clusters
  Score: Raw -992382.304429 + Penalty 3042.939175 = -989339.365254
  nChanged 121
		SP:Iteration 16Q (14759.000000 sec): 3 clusters
  Score: Raw -992474.749128 + Penalty 3042.939175 = -989431.809953
  nChanged 89
		SP:Iteration 17Q (14759.210000 sec): 3 clusters
  Score: Raw -992546.537969 + Penalty 3042.939175 = -989503.598793
  nChanged 66
		SP:Iteration 18Q (14759.430000 sec): 3 clusters
  Score: Raw -992597.206331 + Penalty 3042.939175 = -989554.267155
  nChanged 41
		SP:Iteration 19Q (14759.610000 sec): 3 clusters
  Score: Raw -992627.993419 + Penalty 3042.939175 = -989585.054244
  nChanged 25
		SP:Iteration 20F (14759.880000 sec): 3 clusters
  Score: Raw -992647.383233 + Penalty 3042.939175 = -989604.444057
  nChanged 24
		SP:Iteration 21Q (14760.110000 sec): 3 clusters
  Score: Raw -992667.747060 + Penalty 3042.939175 = -989624.807884
  nChanged 13
		SP:Iteration 22Q (14760.390000 sec): 3 clusters
  Score: Raw -992679.785710 + Penalty 3042.939175 = -989636.846535
  nChanged 10
		SP:Iteration 23Q (14760.590000 sec): 3 clusters
  Score: Raw -992688.300661 + Penalty 3042.939175 = -989645.361485
  nChanged 8
		SP:Iteration 24Q (14760.870000 sec): 3 clusters
  Score: Raw -992692.664144 + Penalty 3042.939175 = -989649.724969
  nChanged 7
		SP:Iteration 25Q (14761.070000 sec): 3 clusters
  Score: Raw -992699.891499 + Penalty 3042.939175 = -989656.952323
  nChanged 7
		SP:Iteration 26Q (14761.350000 sec): 3 clusters
  Score: Raw -992704.491134 + Penalty 3042.939175 = -989661.551959
  nChanged 5
		SP:Iteration 27Q (14761.550000 sec): 3 clusters
  Score: Raw -992708.247715 + Penalty 3042.939175 = -989665.308539
  nChanged 3
		SP:Iteration 28Q (14761.780000 sec): 3 clusters
  Score: Raw -992709.701400 + Penalty 3042.939175 = -989666.762224
  nChanged 1
		SP:Iteration 29Q (14762.000000 sec): 3 clusters
  Score: Raw -992710.548264 + Penalty 3042.939175 = -989667.609089
  nChanged 1
		SP:Iteration 30Q (14762.160000 sec): 3 clusters
  Score: Raw -992711.522135 + Penalty 3042.939175 = -989668.582959
  nChanged 0
		SP:Iteration 31F (14762.430000 sec): 3 clusters
  Score: Raw -992711.522135 + Penalty 3042.939175 = -989668.582959
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 21 (51140 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14762.820000 sec): 2 clusters
  Score: Raw -4628566.397030 + Penalty 1761.877365 = -4626804.519664
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14763.340000 sec): 3 clusters
  Score: Raw -4596179.295703 + Penalty 3523.754731 = -4592655.540972
  nChanged 24132
		SP:Iteration 1F (14763.800000 sec): 3 clusters
  Score: Raw -4609930.979285 + Penalty 3523.754731 = -4606407.224554
  nChanged 2106
		SP:Iteration 2Q (14764.390000 sec): 3 clusters
  Score: Raw -4610600.506298 + Penalty 3523.754731 = -4607076.751567
  nChanged 2397
		SP:Iteration 3Q (14764.940000 sec): 3 clusters
  Score: Raw -4611619.373698 + Penalty 3523.754731 = -4608095.618968
  nChanged 2988
		SP:Iteration 4F (14765.340000 sec): 3 clusters
  Score: Raw -4613211.038003 + Penalty 3523.754731 = -4609687.283273
  nChanged 3495
		SP:Iteration 5F (14765.870000 sec): 3 clusters
  Score: Raw -4615350.672190 + Penalty 3523.754731 = -4611826.917459
  nChanged 3588
		SP:Iteration 6F (14766.450000 sec): 3 clusters
  Score: Raw -4617690.676050 + Penalty 3523.754731 = -4614166.921319
  nChanged 3403
		SP:Iteration 7F (14767.050000 sec): 3 clusters
  Score: Raw -4619972.328834 + Penalty 3523.754731 = -4616448.574103
  nChanged 2974
		SP:Iteration 8F (14767.520000 sec): 3 clusters
  Score: Raw -4622063.186598 + Penalty 3523.754731 = -4618539.431867
  nChanged 2553
		SP:Iteration 9Q (14767.960000 sec): 3 clusters
  Score: Raw -4624019.982180 + Penalty 3523.754731 = -4620496.227449
  nChanged 2148
		SP:Iteration 10Q (14768.570000 sec): 3 clusters
  Score: Raw -4625782.190007 + Penalty 3523.754731 = -4622258.435276
  nChanged 1568
		SP:Iteration 11Q (14769.170000 sec): 3 clusters
  Score: Raw -4627116.961359 + Penalty 3523.754731 = -4623593.206628
  nChanged 976
		SP:Iteration 12Q (14769.580000 sec): 3 clusters
  Score: Raw -4627957.791399 + Penalty 3523.754731 = -4624434.036668
  nChanged 475
		SP:Iteration 13Q (14770.050000 sec): 3 clusters
  Score: Raw -4628353.522249 + Penalty 3523.754731 = -4624829.767518
  nChanged 221
		SP:Iteration 14Q (14770.640000 sec): 3 clusters
  Score: Raw -4628534.030748 + Penalty 3523.754731 = -4625010.276017
  nChanged 111
		SP:Iteration 15Q (14771.150000 sec): 3 clusters
  Score: Raw -4628634.032688 + Penalty 3523.754731 = -4625110.277957
  nChanged 54
		SP:Iteration 16Q (14771.630000 sec): 3 clusters
  Score: Raw -4628683.540515 + Penalty 3523.754731 = -4625159.785785
  nChanged 25
		SP:Iteration 17Q (14772.080000 sec): 3 clusters
  Score: Raw -4628705.804149 + Penalty 3523.754731 = -4625182.049418
  nChanged 16
		SP:Iteration 18Q (14772.590000 sec): 3 clusters
  Score: Raw -4628722.997857 + Penalty 3523.754731 = -4625199.243126
  nChanged 15
		SP:Iteration 19Q (14773.140000 sec): 3 clusters
  Score: Raw -4628734.290584 + Penalty 3523.754731 = -4625210.535853
  nChanged 13
		SP:Iteration 20F (14773.540000 sec): 3 clusters
  Score: Raw -4628748.297211 + Penalty 3523.754731 = -4625224.542480
  nChanged 15
		SP:Iteration 21Q (14773.910000 sec): 3 clusters
  Score: Raw -4628762.890164 + Penalty 3523.754731 = -4625239.135433
  nChanged 16
		SP:Iteration 22Q (14774.450000 sec): 3 clusters
  Score: Raw -4628780.017745 + Penalty 3523.754731 = -4625256.263014
  nChanged 7
		SP:Iteration 23Q (14774.890000 sec): 3 clusters
  Score: Raw -4628789.502527 + Penalty 3523.754731 = -4625265.747797
  nChanged 5
		SP:Iteration 24Q (14775.260000 sec): 3 clusters
  Score: Raw -4628794.366800 + Penalty 3523.754731 = -4625270.612069
  nChanged 4
		SP:Iteration 25Q (14775.720000 sec): 3 clusters
  Score: Raw -4628798.395492 + Penalty 3523.754731 = -4625274.640761
  nChanged 4
		SP:Iteration 26Q (14776.280000 sec): 3 clusters
  Score: Raw -4628802.589344 + Penalty 3523.754731 = -4625278.834613
  nChanged 6
		SP:Iteration 27Q (14776.830000 sec): 3 clusters
  Score: Raw -4628807.729589 + Penalty 3523.754731 = -4625283.974858
  nChanged 5
		SP:Iteration 28Q (14777.220000 sec): 3 clusters
  Score: Raw -4628811.286628 + Penalty 3523.754731 = -4625287.531898
  nChanged 3
		SP:Iteration 29Q (14777.700000 sec): 3 clusters
  Score: Raw -4628812.948552 + Penalty 3523.754731 = -4625289.193821
  nChanged 3
		SP:Iteration 30Q (14778.250000 sec): 3 clusters
  Score: Raw -4628815.456161 + Penalty 3523.754731 = -4625291.701430
  nChanged 1
		SP:Iteration 31Q (14778.800000 sec): 3 clusters
  Score: Raw -4628816.183676 + Penalty 3523.754731 = -4625292.428945
  nChanged 1
		SP:Iteration 32Q (14779.310000 sec): 3 clusters
  Score: Raw -4628817.036631 + Penalty 3523.754731 = -4625293.281901
  nChanged 2
		SP:Iteration 33Q (14779.830000 sec): 3 clusters
  Score: Raw -4628819.021451 + Penalty 3523.754731 = -4625295.266720
  nChanged 1
		SP:Iteration 34Q (14780.370000 sec): 3 clusters
  Score: Raw -4628819.980655 + Penalty 3523.754731 = -4625296.225924
  nChanged 2
		SP:Iteration 35Q (14780.810000 sec): 3 clusters
  Score: Raw -4628821.164141 + Penalty 3523.754731 = -4625297.409410
  nChanged 0
		SP:Iteration 36F (14781.400000 sec): 3 clusters
  Score: Raw -4628821.164141 + Penalty 3523.754731 = -4625297.409410
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 22 (2725 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14781.470000 sec): 2 clusters
  Score: Raw -212151.180200 + Penalty 1285.411352 = -210865.768847
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14781.640000 sec): 3 clusters
  Score: Raw -210887.509761 + Penalty 2570.822705 = -208316.687056
  nChanged 1057
		SP:Iteration 1F (14781.820000 sec): 3 clusters
  Score: Raw -211618.129490 + Penalty 2570.822705 = -209047.306786
  nChanged 254
		SP:Iteration 2F (14781.990000 sec): 3 clusters
  Score: Raw -211865.847709 + Penalty 2570.822705 = -209295.025004
  nChanged 210
		SP:Iteration 3F (14782.170000 sec): 3 clusters
  Score: Raw -212060.044505 + Penalty 2570.822705 = -209489.221801
  nChanged 154
		SP:Iteration 4F (14782.350000 sec): 3 clusters
  Score: Raw -212225.081400 + Penalty 2570.822705 = -209654.258695
  nChanged 129
		SP:Iteration 5Q (14782.540000 sec): 3 clusters
  Score: Raw -212347.917113 + Penalty 2570.822705 = -209777.094408
  nChanged 102
		SP:Iteration 6Q (14782.690000 sec): 3 clusters
  Score: Raw -212451.242973 + Penalty 2570.822705 = -209880.420268
  nChanged 85
		SP:Iteration 7Q (14782.860000 sec): 3 clusters
  Score: Raw -212525.373899 + Penalty 2570.822705 = -209954.551195
  nChanged 82
		SP:Iteration 8Q (14783.010000 sec): 3 clusters
  Score: Raw -212580.433821 + Penalty 2570.822705 = -210009.611116
  nChanged 70
		SP:Iteration 9Q (14783.160000 sec): 3 clusters
  Score: Raw -212624.866997 + Penalty 2570.822705 = -210054.044292
  nChanged 48
		SP:Iteration 10Q (14783.310000 sec): 3 clusters
  Score: Raw -212654.033027 + Penalty 2570.822705 = -210083.210322
  nChanged 45
		SP:Iteration 11Q (14783.450000 sec): 3 clusters
  Score: Raw -212682.779129 + Penalty 2570.822705 = -210111.956424
  nChanged 32
		SP:Iteration 12Q (14783.610000 sec): 3 clusters
  Score: Raw -212703.215686 + Penalty 2570.822705 = -210132.392981
  nChanged 30
		SP:Iteration 13Q (14783.780000 sec): 3 clusters
  Score: Raw -212720.749683 + Penalty 2570.822705 = -210149.926979
  nChanged 29
		SP:Iteration 14Q (14783.960000 sec): 3 clusters
  Score: Raw -212735.978022 + Penalty 2570.822705 = -210165.155317
  nChanged 24
		SP:Iteration 15Q (14784.130000 sec): 3 clusters
  Score: Raw -212747.837118 + Penalty 2570.822705 = -210177.014413
  nChanged 15
		SP:Iteration 16Q (14784.310000 sec): 3 clusters
  Score: Raw -212755.214389 + Penalty 2570.822705 = -210184.391684
  nChanged 11
		SP:Iteration 17Q (14784.490000 sec): 3 clusters
  Score: Raw -212762.006195 + Penalty 2570.822705 = -210191.183490
  nChanged 12
		SP:Iteration 18Q (14784.660000 sec): 3 clusters
  Score: Raw -212769.838195 + Penalty 2570.822705 = -210199.015490
  nChanged 11
		SP:Iteration 19Q (14784.840000 sec): 3 clusters
  Score: Raw -212776.526703 + Penalty 2570.822705 = -210205.703999
  nChanged 13
		SP:Iteration 20F (14785.010000 sec): 3 clusters
  Score: Raw -212787.414302 + Penalty 2570.822705 = -210216.591597
  nChanged 17
		SP:Iteration 21Q (14785.190000 sec): 3 clusters
  Score: Raw -212799.536394 + Penalty 2570.822705 = -210228.713689
  nChanged 12
		SP:Iteration 22Q (14785.410000 sec): 3 clusters
  Score: Raw -212808.566906 + Penalty 2570.822705 = -210237.744201
  nChanged 16
		SP:Iteration 23Q (14785.600000 sec): 3 clusters
  Score: Raw -212816.071830 + Penalty 2570.822705 = -210245.249125
  nChanged 16
		SP:Iteration 24Q (14785.800000 sec): 3 clusters
  Score: Raw -212823.254740 + Penalty 2570.822705 = -210252.432035
  nChanged 5
		SP:Iteration 25Q (14785.970000 sec): 3 clusters
  Score: Raw -212825.013904 + Penalty 2570.822705 = -210254.191200
  nChanged 3
		SP:Iteration 26Q (14786.130000 sec): 3 clusters
  Score: Raw -212827.676725 + Penalty 2570.822705 = -210256.854020
  nChanged 2
		SP:Iteration 27Q (14786.280000 sec): 3 clusters
  Score: Raw -212828.447840 + Penalty 2570.822705 = -210257.625135
  nChanged 1
		SP:Iteration 28Q (14786.440000 sec): 3 clusters
  Score: Raw -212828.567922 + Penalty 2570.822705 = -210257.745218
  nChanged 0
		SP:Iteration 29F (14786.590000 sec): 3 clusters
  Score: Raw -212828.567922 + Penalty 2570.822705 = -210257.745218
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 23 (4379 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14786.680000 sec): 2 clusters
  Score: Raw -369082.679865 + Penalty 1362.493546 = -367720.186319
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14786.850000 sec): 3 clusters
  Score: Raw -366853.973707 + Penalty 2724.987092 = -364128.986615
  nChanged 1774
		SP:Iteration 1F (14787.070000 sec): 3 clusters
  Score: Raw -367927.542665 + Penalty 2724.987092 = -365202.555573
  nChanged 399
		SP:Iteration 2F (14787.220000 sec): 3 clusters
  Score: Raw -368289.787219 + Penalty 2724.987092 = -365564.800127
  nChanged 343
		SP:Iteration 3F (14787.450000 sec): 3 clusters
  Score: Raw -368637.401720 + Penalty 2724.987092 = -365912.414628
  nChanged 327
		SP:Iteration 4F (14787.590000 sec): 3 clusters
  Score: Raw -368915.883652 + Penalty 2724.987092 = -366190.896560
  nChanged 258
		SP:Iteration 5F (14787.810000 sec): 3 clusters
  Score: Raw -369111.058085 + Penalty 2724.987092 = -366386.070993
  nChanged 200
		SP:Iteration 6Q (14787.960000 sec): 3 clusters
  Score: Raw -369239.530094 + Penalty 2724.987092 = -366514.543002
  nChanged 134
		SP:Iteration 7Q (14788.150000 sec): 3 clusters
  Score: Raw -369306.768745 + Penalty 2724.987092 = -366581.781653
  nChanged 93
		SP:Iteration 8Q (14788.250000 sec): 3 clusters
  Score: Raw -369358.397341 + Penalty 2724.987092 = -366633.410249
  nChanged 78
		SP:Iteration 9Q (14788.400000 sec): 3 clusters
  Score: Raw -369392.246399 + Penalty 2724.987092 = -366667.259307
  nChanged 52
		SP:Iteration 10Q (14788.600000 sec): 3 clusters
  Score: Raw -369410.653600 + Penalty 2724.987092 = -366685.666508
  nChanged 40
		SP:Iteration 11Q (14788.740000 sec): 3 clusters
  Score: Raw -369427.106081 + Penalty 2724.987092 = -366702.118989
  nChanged 37
		SP:Iteration 12Q (14788.960000 sec): 3 clusters
  Score: Raw -369441.057857 + Penalty 2724.987092 = -366716.070766
  nChanged 33
		SP:Iteration 13Q (14789.100000 sec): 3 clusters
  Score: Raw -369454.561689 + Penalty 2724.987092 = -366729.574597
  nChanged 34
		SP:Iteration 14Q (14789.330000 sec): 3 clusters
  Score: Raw -369467.369676 + Penalty 2724.987092 = -366742.382585
  nChanged 26
		SP:Iteration 15Q (14789.480000 sec): 3 clusters
  Score: Raw -369477.531110 + Penalty 2724.987092 = -366752.544018
  nChanged 27
		SP:Iteration 16Q (14789.710000 sec): 3 clusters
  Score: Raw -369488.742313 + Penalty 2724.987092 = -366763.755222
  nChanged 26
		SP:Iteration 17Q (14789.860000 sec): 3 clusters
  Score: Raw -369497.323922 + Penalty 2724.987092 = -366772.336830
  nChanged 21
		SP:Iteration 18Q (14790.030000 sec): 3 clusters
  Score: Raw -369504.351723 + Penalty 2724.987092 = -366779.364631
  nChanged 24
		SP:Iteration 19Q (14790.210000 sec): 3 clusters
  Score: Raw -369513.654723 + Penalty 2724.987092 = -366788.667631
  nChanged 15
		SP:Iteration 20F (14790.420000 sec): 3 clusters
  Score: Raw -369519.351154 + Penalty 2724.987092 = -366794.364062
  nChanged 13
		SP:Iteration 21Q (14790.580000 sec): 3 clusters
  Score: Raw -369523.804901 + Penalty 2724.987092 = -366798.817810
  nChanged 11
		SP:Iteration 22Q (14790.820000 sec): 3 clusters
  Score: Raw -369527.539354 + Penalty 2724.987092 = -366802.552262
  nChanged 10
		SP:Iteration 23Q (14790.970000 sec): 3 clusters
  Score: Raw -369530.460175 + Penalty 2724.987092 = -366805.473084
  nChanged 12
		SP:Iteration 24Q (14791.130000 sec): 3 clusters
  Score: Raw -369533.642788 + Penalty 2724.987092 = -366808.655696
  nChanged 8
		SP:Iteration 25Q (14791.300000 sec): 3 clusters
  Score: Raw -369536.468032 + Penalty 2724.987092 = -366811.480940
  nChanged 8
		SP:Iteration 26Q (14791.470000 sec): 3 clusters
  Score: Raw -369540.095853 + Penalty 2724.987092 = -366815.108761
  nChanged 6
		SP:Iteration 27Q (14791.630000 sec): 3 clusters
  Score: Raw -369541.939042 + Penalty 2724.987092 = -366816.951950
  nChanged 6
		SP:Iteration 28Q (14791.780000 sec): 3 clusters
  Score: Raw -369543.384171 + Penalty 2724.987092 = -366818.397079
  nChanged 4
		SP:Iteration 29Q (14791.940000 sec): 3 clusters
  Score: Raw -369545.068348 + Penalty 2724.987092 = -366820.081257
  nChanged 3
		SP:Iteration 30Q (14792.100000 sec): 3 clusters
  Score: Raw -369545.633431 + Penalty 2724.987092 = -366820.646340
  nChanged 1
		SP:Iteration 31Q (14792.260000 sec): 3 clusters
  Score: Raw -369545.972480 + Penalty 2724.987092 = -366820.985388
  nChanged 1
		SP:Iteration 32Q (14792.420000 sec): 3 clusters
  Score: Raw -369546.317760 + Penalty 2724.987092 = -366821.330668
  nChanged 1
		SP:Iteration 33Q (14792.580000 sec): 3 clusters
  Score: Raw -369546.397774 + Penalty 2724.987092 = -366821.410682
  nChanged 0
		SP:Iteration 34F (14792.740000 sec): 3 clusters
  Score: Raw -369546.397774 + Penalty 2724.987092 = -366821.410682
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 24 (32598 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14792.960000 sec): 2 clusters
  Score: Raw -2983906.743291 + Penalty 1688.701010 = -2982218.042281
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14793.360000 sec): 3 clusters
  Score: Raw -2963682.936807 + Penalty 3377.402020 = -2960305.534787
  nChanged 15035
		SP:Iteration 1F (14793.770000 sec): 3 clusters
  Score: Raw -2972362.925561 + Penalty 3377.402020 = -2968985.523541
  nChanged 1536
		SP:Iteration 2Q (14794.200000 sec): 3 clusters
  Score: Raw -2972968.410327 + Penalty 3377.402020 = -2969591.008307
  nChanged 1571
		SP:Iteration 3Q (14794.590000 sec): 3 clusters
  Score: Raw -2973609.032140 + Penalty 3377.402020 = -2970231.630120
  nChanged 1579
		SP:Iteration 4Q (14794.940000 sec): 3 clusters
  Score: Raw -2974283.373782 + Penalty 3377.402020 = -2970905.971762
  nChanged 1533
		SP:Iteration 5Q (14795.320000 sec): 3 clusters
  Score: Raw -2974888.544634 + Penalty 3377.402020 = -2971511.142614
  nChanged 1510
		SP:Iteration 6Q (14795.760000 sec): 3 clusters
  Score: Raw -2975482.813317 + Penalty 3377.402020 = -2972105.411297
  nChanged 1435
		SP:Iteration 7Q (14796.210000 sec): 3 clusters
  Score: Raw -2976122.926184 + Penalty 3377.402020 = -2972745.524164
  nChanged 1452
		SP:Iteration 8Q (14796.560000 sec): 3 clusters
  Score: Raw -2976835.834208 + Penalty 3377.402020 = -2973458.432188
  nChanged 1387
		SP:Iteration 9Q (14796.980000 sec): 3 clusters
  Score: Raw -2977603.647400 + Penalty 3377.402020 = -2974226.245380
  nChanged 1338
		SP:Iteration 10Q (14797.390000 sec): 3 clusters
  Score: Raw -2978417.439415 + Penalty 3377.402020 = -2975040.037395
  nChanged 1295
		SP:Iteration 11Q (14797.790000 sec): 3 clusters
  Score: Raw -2979356.753162 + Penalty 3377.402020 = -2975979.351142
  nChanged 1289
		SP:Iteration 12Q (14798.180000 sec): 3 clusters
  Score: Raw -2980347.441716 + Penalty 3377.402020 = -2976970.039696
  nChanged 1157
		SP:Iteration 13Q (14798.590000 sec): 3 clusters
  Score: Raw -2981170.814785 + Penalty 3377.402020 = -2977793.412765
  nChanged 930
		SP:Iteration 14Q (14798.960000 sec): 3 clusters
  Score: Raw -2981775.412195 + Penalty 3377.402020 = -2978398.010175
  nChanged 734
		SP:Iteration 15Q (14799.330000 sec): 3 clusters
  Score: Raw -2982177.241880 + Penalty 3377.402020 = -2978799.839860
  nChanged 571
		SP:Iteration 16Q (14799.640000 sec): 3 clusters
  Score: Raw -2982428.977015 + Penalty 3377.402020 = -2979051.574994
  nChanged 420
		SP:Iteration 17Q (14800.040000 sec): 3 clusters
  Score: Raw -2982595.486902 + Penalty 3377.402020 = -2979218.084882
  nChanged 387
		SP:Iteration 18Q (14800.390000 sec): 3 clusters
  Score: Raw -2982744.503937 + Penalty 3377.402020 = -2979367.101917
  nChanged 372
		SP:Iteration 19Q (14800.800000 sec): 3 clusters
  Score: Raw -2982888.223228 + Penalty 3377.402020 = -2979510.821208
  nChanged 311
		SP:Iteration 20F (14801.190000 sec): 3 clusters
  Score: Raw -2982992.775671 + Penalty 3377.402020 = -2979615.373651
  nChanged 267
		SP:Iteration 21Q (14801.530000 sec): 3 clusters
  Score: Raw -2983076.470558 + Penalty 3377.402020 = -2979699.068538
  nChanged 237
		SP:Iteration 22Q (14801.870000 sec): 3 clusters
  Score: Raw -2983149.973001 + Penalty 3377.402020 = -2979772.570981
  nChanged 236
		SP:Iteration 23Q (14802.270000 sec): 3 clusters
  Score: Raw -2983224.584973 + Penalty 3377.402020 = -2979847.182953
  nChanged 222
		SP:Iteration 24Q (14802.740000 sec): 3 clusters
  Score: Raw -2983293.628549 + Penalty 3377.402020 = -2979916.226529
  nChanged 202
		SP:Iteration 25Q (14803.090000 sec): 3 clusters
  Score: Raw -2983358.645548 + Penalty 3377.402020 = -2979981.243528
  nChanged 192
		SP:Iteration 26Q (14803.390000 sec): 3 clusters
  Score: Raw -2983417.564233 + Penalty 3377.402020 = -2980040.162213
  nChanged 187
		SP:Iteration 27Q (14803.780000 sec): 3 clusters
  Score: Raw -2983477.916029 + Penalty 3377.402020 = -2980100.514009
  nChanged 183
		SP:Iteration 28Q (14804.230000 sec): 3 clusters
  Score: Raw -2983536.280177 + Penalty 3377.402020 = -2980158.878156
  nChanged 162
		SP:Iteration 29Q (14804.570000 sec): 3 clusters
  Score: Raw -2983591.637663 + Penalty 3377.402020 = -2980214.235643
  nChanged 161
		SP:Iteration 30Q (14805.020000 sec): 3 clusters
  Score: Raw -2983652.827003 + Penalty 3377.402020 = -2980275.424982
  nChanged 137
		SP:Iteration 31Q (14805.350000 sec): 3 clusters
  Score: Raw -2983703.810981 + Penalty 3377.402020 = -2980326.408961
  nChanged 134
		SP:Iteration 32Q (14805.710000 sec): 3 clusters
  Score: Raw -2983751.936483 + Penalty 3377.402020 = -2980374.534463
  nChanged 126
		SP:Iteration 33Q (14806.120000 sec): 3 clusters
  Score: Raw -2983797.315794 + Penalty 3377.402020 = -2980419.913773
  nChanged 114
		SP:Iteration 34Q (14806.470000 sec): 3 clusters
  Score: Raw -2983834.682961 + Penalty 3377.402020 = -2980457.280941
  nChanged 90
		SP:Iteration 35Q (14806.840000 sec): 3 clusters
  Score: Raw -2983865.377262 + Penalty 3377.402020 = -2980487.975242
  nChanged 75
		SP:Iteration 36Q (14807.220000 sec): 3 clusters
  Score: Raw -2983887.707322 + Penalty 3377.402020 = -2980510.305302
  nChanged 70
		SP:Iteration 37Q (14807.570000 sec): 3 clusters
  Score: Raw -2983909.870270 + Penalty 3377.402020 = -2980532.468250
  nChanged 61
		SP:Iteration 38Q (14807.920000 sec): 3 clusters
  Score: Raw -2983928.950704 + Penalty 3377.402020 = -2980551.548683
  nChanged 58
		SP:Iteration 39Q (14808.290000 sec): 3 clusters
  Score: Raw -2983946.743108 + Penalty 3377.402020 = -2980569.341088
  nChanged 45
		SP:Iteration 40F (14808.670000 sec): 3 clusters
  Score: Raw -2983961.351925 + Penalty 3377.402020 = -2980583.949905
  nChanged 41
		SP:Iteration 41Q (14809.050000 sec): 3 clusters
  Score: Raw -2983977.907444 + Penalty 3377.402020 = -2980600.505424
  nChanged 43
		SP:Iteration 42Q (14809.370000 sec): 3 clusters
  Score: Raw -2983994.693467 + Penalty 3377.402020 = -2980617.291447
  nChanged 46
		SP:Iteration 43Q (14809.820000 sec): 3 clusters
  Score: Raw -2984013.121904 + Penalty 3377.402020 = -2980635.719884
  nChanged 47
		SP:Iteration 44Q (14810.190000 sec): 3 clusters
  Score: Raw -2984030.849238 + Penalty 3377.402020 = -2980653.447218
  nChanged 43
		SP:Iteration 45Q (14810.550000 sec): 3 clusters
  Score: Raw -2984044.724110 + Penalty 3377.402020 = -2980667.322090
  nChanged 27
		SP:Iteration 46Q (14810.910000 sec): 3 clusters
  Score: Raw -2984052.725396 + Penalty 3377.402020 = -2980675.323376
  nChanged 25
		SP:Iteration 47Q (14811.210000 sec): 3 clusters
  Score: Raw -2984060.763384 + Penalty 3377.402020 = -2980683.361364
  nChanged 27
		SP:Iteration 48Q (14811.610000 sec): 3 clusters
  Score: Raw -2984068.069489 + Penalty 3377.402020 = -2980690.667469
  nChanged 26
		SP:Iteration 49Q (14811.990000 sec): 3 clusters
  Score: Raw -2984075.817930 + Penalty 3377.402020 = -2980698.415910
  nChanged 19
		SP:Iteration 50Q (14812.370000 sec): 3 clusters
  Score: Raw -2984081.566456 + Penalty 3377.402020 = -2980704.164436
  nChanged 13
		SP:Iteration 51Q (14812.740000 sec): 3 clusters
  Score: Raw -2984085.032936 + Penalty 3377.402020 = -2980707.630916
  nChanged 14
		SP:Iteration 52Q (14813.120000 sec): 3 clusters
  Score: Raw -2984088.637345 + Penalty 3377.402020 = -2980711.235325
  nChanged 8
		SP:Iteration 53Q (14813.490000 sec): 3 clusters
  Score: Raw -2984090.480898 + Penalty 3377.402020 = -2980713.078878
  nChanged 11
		SP:Iteration 54Q (14813.860000 sec): 3 clusters
  Score: Raw -2984093.697011 + Penalty 3377.402020 = -2980716.294991
  nChanged 11
		SP:Iteration 55Q (14814.240000 sec): 3 clusters
  Score: Raw -2984097.439292 + Penalty 3377.402020 = -2980720.037272
  nChanged 13
		SP:Iteration 56Q (14814.580000 sec): 3 clusters
  Score: Raw -2984100.672684 + Penalty 3377.402020 = -2980723.270664
  nChanged 8
		SP:Iteration 57Q (14814.900000 sec): 3 clusters
  Score: Raw -2984103.076229 + Penalty 3377.402020 = -2980725.674209
  nChanged 12
		SP:Iteration 58Q (14815.300000 sec): 3 clusters
  Score: Raw -2984106.720232 + Penalty 3377.402020 = -2980729.318212
  nChanged 7
		SP:Iteration 59Q (14815.720000 sec): 3 clusters
  Score: Raw -2984109.047214 + Penalty 3377.402020 = -2980731.645194
  nChanged 11
		SP:Iteration 60F (14816.130000 sec): 3 clusters
  Score: Raw -2984113.724833 + Penalty 3377.402020 = -2980736.322813
  nChanged 15
		SP:Iteration 61Q (14816.530000 sec): 3 clusters
  Score: Raw -2984119.294223 + Penalty 3377.402020 = -2980741.892202
  nChanged 10
		SP:Iteration 62Q (14816.860000 sec): 3 clusters
  Score: Raw -2984121.570967 + Penalty 3377.402020 = -2980744.168947
  nChanged 6
		SP:Iteration 63Q (14817.280000 sec): 3 clusters
  Score: Raw -2984123.139734 + Penalty 3377.402020 = -2980745.737714
  nChanged 6
		SP:Iteration 64Q (14817.630000 sec): 3 clusters
  Score: Raw -2984124.850939 + Penalty 3377.402020 = -2980747.448919
  nChanged 5
		SP:Iteration 65Q (14818.000000 sec): 3 clusters
  Score: Raw -2984126.956372 + Penalty 3377.402020 = -2980749.554352
  nChanged 5
		SP:Iteration 66Q (14818.350000 sec): 3 clusters
  Score: Raw -2984128.796347 + Penalty 3377.402020 = -2980751.394327
  nChanged 6
		SP:Iteration 67Q (14818.680000 sec): 3 clusters
  Score: Raw -2984131.427327 + Penalty 3377.402020 = -2980754.025307
  nChanged 14
		SP:Iteration 68Q (14819.060000 sec): 3 clusters
  Score: Raw -2984136.175718 + Penalty 3377.402020 = -2980758.773698
  nChanged 8
		SP:Iteration 69Q (14819.430000 sec): 3 clusters
  Score: Raw -2984138.790799 + Penalty 3377.402020 = -2980761.388779
  nChanged 8
		SP:Iteration 70Q (14819.800000 sec): 3 clusters
  Score: Raw -2984141.828905 + Penalty 3377.402020 = -2980764.426885
  nChanged 10
		SP:Iteration 71Q (14820.160000 sec): 3 clusters
  Score: Raw -2984144.184148 + Penalty 3377.402020 = -2980766.782128
  nChanged 5
		SP:Iteration 72Q (14820.500000 sec): 3 clusters
  Score: Raw -2984145.800025 + Penalty 3377.402020 = -2980768.398004
  nChanged 8
		SP:Iteration 73Q (14820.900000 sec): 3 clusters
  Score: Raw -2984147.677417 + Penalty 3377.402020 = -2980770.275397
  nChanged 5
		SP:Iteration 74Q (14821.280000 sec): 3 clusters
  Score: Raw -2984149.018337 + Penalty 3377.402020 = -2980771.616317
  nChanged 1
		SP:Iteration 75Q (14821.660000 sec): 3 clusters
  Score: Raw -2984149.084145 + Penalty 3377.402020 = -2980771.682125
  nChanged 0
		SP:Iteration 76F (14821.980000 sec): 3 clusters
  Score: Raw -2984149.084145 + Penalty 3377.402020 = -2980771.682125
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 25 (2940 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14822.080000 sec): 2 clusters
  Score: Raw -237675.753273 + Penalty 1297.751790 = -236378.001483
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14822.220000 sec): 3 clusters
  Score: Raw -236343.607458 + Penalty 2595.503580 = -233748.103878
  nChanged 1122
		SP:Iteration 1F (14822.400000 sec): 3 clusters
  Score: Raw -237180.366061 + Penalty 2595.503580 = -234584.862481
  nChanged 310
		SP:Iteration 2F (14822.570000 sec): 3 clusters
  Score: Raw -237505.929550 + Penalty 2595.503580 = -234910.425971
  nChanged 236
		SP:Iteration 3F (14822.750000 sec): 3 clusters
  Score: Raw -237756.904576 + Penalty 2595.503580 = -235161.400997
  nChanged 171
		SP:Iteration 4F (14822.920000 sec): 3 clusters
  Score: Raw -237920.138236 + Penalty 2595.503580 = -235324.634657
  nChanged 118
		SP:Iteration 5Q (14823.100000 sec): 3 clusters
  Score: Raw -238027.471023 + Penalty 2595.503580 = -235431.967444
  nChanged 97
		SP:Iteration 6Q (14823.280000 sec): 3 clusters
  Score: Raw -238110.412314 + Penalty 2595.503580 = -235514.908734
  nChanged 81
		SP:Iteration 7Q (14823.450000 sec): 3 clusters
  Score: Raw -238179.709268 + Penalty 2595.503580 = -235584.205689
  nChanged 68
		SP:Iteration 8Q (14823.630000 sec): 3 clusters
  Score: Raw -238244.295163 + Penalty 2595.503580 = -235648.791584
  nChanged 56
		SP:Iteration 9Q (14823.800000 sec): 3 clusters
  Score: Raw -238277.250489 + Penalty 2595.503580 = -235681.746910
  nChanged 37
		SP:Iteration 10Q (14823.980000 sec): 3 clusters
  Score: Raw -238305.848640 + Penalty 2595.503580 = -235710.345060
  nChanged 45
		SP:Iteration 11Q (14824.160000 sec): 3 clusters
  Score: Raw -238344.711954 + Penalty 2595.503580 = -235749.208375
  nChanged 39
		SP:Iteration 12Q (14824.390000 sec): 3 clusters
  Score: Raw -238367.740670 + Penalty 2595.503580 = -235772.237090
  nChanged 33
		SP:Iteration 13Q (14824.550000 sec): 3 clusters
  Score: Raw -238387.988852 + Penalty 2595.503580 = -235792.485272
  nChanged 34
		SP:Iteration 14Q (14824.720000 sec): 3 clusters
  Score: Raw -238417.451619 + Penalty 2595.503580 = -235821.948039
  nChanged 45
		SP:Iteration 15Q (14824.890000 sec): 3 clusters
  Score: Raw -238457.170338 + Penalty 2595.503580 = -235861.666758
  nChanged 51
		SP:Iteration 16Q (14825.030000 sec): 3 clusters
  Score: Raw -238495.270812 + Penalty 2595.503580 = -235899.767232
  nChanged 53
		SP:Iteration 17Q (14825.200000 sec): 3 clusters
  Score: Raw -238533.354985 + Penalty 2595.503580 = -235937.851405
  nChanged 52
		SP:Iteration 18Q (14825.380000 sec): 3 clusters
  Score: Raw -238570.385353 + Penalty 2595.503580 = -235974.881773
  nChanged 48
		SP:Iteration 19Q (14825.550000 sec): 3 clusters
  Score: Raw -238620.185891 + Penalty 2595.503580 = -236024.682312
  nChanged 53
		SP:Iteration 20F (14825.730000 sec): 3 clusters
  Score: Raw -238670.970898 + Penalty 2595.503580 = -236075.467319
  nChanged 47
		SP:Iteration 21Q (14825.910000 sec): 3 clusters
  Score: Raw -238714.192051 + Penalty 2595.503580 = -236118.688471
  nChanged 47
		SP:Iteration 22Q (14826.080000 sec): 3 clusters
  Score: Raw -238773.854665 + Penalty 2595.503580 = -236178.351086
  nChanged 51
		SP:Iteration 23Q (14826.260000 sec): 3 clusters
  Score: Raw -238832.424046 + Penalty 2595.503580 = -236236.920467
  nChanged 46
		SP:Iteration 24Q (14826.430000 sec): 3 clusters
  Score: Raw -238881.174368 + Penalty 2595.503580 = -236285.670788
  nChanged 45
		SP:Iteration 25Q (14826.610000 sec): 3 clusters
  Score: Raw -238920.228453 + Penalty 2595.503580 = -236324.724874
  nChanged 35
		SP:Iteration 26Q (14826.790000 sec): 3 clusters
  Score: Raw -238956.311497 + Penalty 2595.503580 = -236360.807917
  nChanged 34
		SP:Iteration 27Q (14826.960000 sec): 3 clusters
  Score: Raw -238988.689254 + Penalty 2595.503580 = -236393.185674
  nChanged 28
		SP:Iteration 28Q (14827.130000 sec): 3 clusters
  Score: Raw -239028.240913 + Penalty 2595.503580 = -236432.737334
  nChanged 29
		SP:Iteration 29Q (14827.340000 sec): 3 clusters
  Score: Raw -239055.837016 + Penalty 2595.503580 = -236460.333436
  nChanged 19
		SP:Iteration 30Q (14827.490000 sec): 3 clusters
  Score: Raw -239072.090792 + Penalty 2595.503580 = -236476.587213
  nChanged 21
		SP:Iteration 31Q (14827.630000 sec): 3 clusters
  Score: Raw -239088.882631 + Penalty 2595.503580 = -236493.379051
  nChanged 12
		SP:Iteration 32Q (14827.780000 sec): 3 clusters
  Score: Raw -239097.413681 + Penalty 2595.503580 = -236501.910101
  nChanged 9
		SP:Iteration 33Q (14827.970000 sec): 3 clusters
  Score: Raw -239103.455614 + Penalty 2595.503580 = -236507.952035
  nChanged 7
		SP:Iteration 34Q (14828.110000 sec): 3 clusters
  Score: Raw -239106.624808 + Penalty 2595.503580 = -236511.121228
  nChanged 4
		SP:Iteration 35Q (14828.270000 sec): 3 clusters
  Score: Raw -239108.326863 + Penalty 2595.503580 = -236512.823284
  nChanged 3
		SP:Iteration 36Q (14828.430000 sec): 3 clusters
  Score: Raw -239109.801205 + Penalty 2595.503580 = -236514.297625
  nChanged 1
		SP:Iteration 37Q (14828.590000 sec): 3 clusters
  Score: Raw -239109.932651 + Penalty 2595.503580 = -236514.429072
  nChanged 0
		SP:Iteration 38F (14828.750000 sec): 3 clusters
  Score: Raw -239109.932651 + Penalty 2595.503580 = -236514.429072
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 105.
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 26 (8603 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14828.870000 sec): 2 clusters
  Score: Raw -781397.002399 + Penalty 1472.228267 = -779924.774132
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14829.070000 sec): 3 clusters
  Score: Raw -776661.427849 + Penalty 2944.456534 = -773716.971315
  nChanged 3627
		SP:Iteration 1F (14829.260000 sec): 3 clusters
  Score: Raw -778723.836138 + Penalty 2944.456534 = -775779.379604
  nChanged 600
		SP:Iteration 2F (14829.450000 sec): 3 clusters
  Score: Raw -779082.163991 + Penalty 2944.456534 = -776137.707457
  nChanged 517
		SP:Iteration 3F (14829.670000 sec): 3 clusters
  Score: Raw -779429.767833 + Penalty 2944.456534 = -776485.311299
  nChanged 520
		SP:Iteration 4F (14829.910000 sec): 3 clusters
  Score: Raw -779793.009032 + Penalty 2944.456534 = -776848.552498
  nChanged 526
		SP:Iteration 5F (14830.020000 sec): 3 clusters
  Score: Raw -780172.669642 + Penalty 2944.456534 = -777228.213108
  nChanged 532
		SP:Iteration 6F (14830.260000 sec): 3 clusters
  Score: Raw -780556.309769 + Penalty 2944.456534 = -777611.853235
  nChanged 464
		SP:Iteration 7F (14830.440000 sec): 3 clusters
  Score: Raw -780888.656591 + Penalty 2944.456534 = -777944.200057
  nChanged 380
		SP:Iteration 8Q (14830.640000 sec): 3 clusters
  Score: Raw -781126.675378 + Penalty 2944.456534 = -778182.218844
  nChanged 300
		SP:Iteration 9Q (14830.830000 sec): 3 clusters
  Score: Raw -781276.966451 + Penalty 2944.456534 = -778332.509917
  nChanged 198
		SP:Iteration 10Q (14831.020000 sec): 3 clusters
  Score: Raw -781366.522267 + Penalty 2944.456534 = -778422.065733
  nChanged 146
		SP:Iteration 11Q (14831.220000 sec): 3 clusters
  Score: Raw -781430.285233 + Penalty 2944.456534 = -778485.828699
  nChanged 135
		SP:Iteration 12Q (14831.410000 sec): 3 clusters
  Score: Raw -781487.911934 + Penalty 2944.456534 = -778543.455400
  nChanged 116
		SP:Iteration 13Q (14831.600000 sec): 3 clusters
  Score: Raw -781526.387018 + Penalty 2944.456534 = -778581.930484
  nChanged 76
		SP:Iteration 14Q (14831.840000 sec): 3 clusters
  Score: Raw -781551.086178 + Penalty 2944.456534 = -778606.629644
  nChanged 53
		SP:Iteration 15Q (14832.030000 sec): 3 clusters
  Score: Raw -781565.519484 + Penalty 2944.456534 = -778621.062950
  nChanged 44
		SP:Iteration 16Q (14832.200000 sec): 3 clusters
  Score: Raw -781577.580464 + Penalty 2944.456534 = -778633.123930
  nChanged 28
		SP:Iteration 17Q (14832.410000 sec): 3 clusters
  Score: Raw -781584.189562 + Penalty 2944.456534 = -778639.733028
  nChanged 28
		SP:Iteration 18Q (14832.610000 sec): 3 clusters
  Score: Raw -781590.256980 + Penalty 2944.456534 = -778645.800446
  nChanged 22
		SP:Iteration 19Q (14832.790000 sec): 3 clusters
  Score: Raw -781596.340085 + Penalty 2944.456534 = -778651.883551
  nChanged 22
		SP:Iteration 20F (14832.960000 sec): 3 clusters
  Score: Raw -781600.975500 + Penalty 2944.456534 = -778656.518966
  nChanged 20
		SP:Iteration 21Q (14833.150000 sec): 3 clusters
  Score: Raw -781606.051218 + Penalty 2944.456534 = -778661.594684
  nChanged 23
		SP:Iteration 22Q (14833.340000 sec): 3 clusters
  Score: Raw -781611.968773 + Penalty 2944.456534 = -778667.512238
  nChanged 20
		SP:Iteration 23Q (14833.530000 sec): 3 clusters
  Score: Raw -781616.318589 + Penalty 2944.456534 = -778671.862055
  nChanged 14
		SP:Iteration 24Q (14833.730000 sec): 3 clusters
  Score: Raw -781619.393726 + Penalty 2944.456534 = -778674.937192
  nChanged 13
		SP:Iteration 25Q (14833.920000 sec): 3 clusters
  Score: Raw -781622.406465 + Penalty 2944.456534 = -778677.949931
  nChanged 15
		SP:Iteration 26Q (14834.110000 sec): 3 clusters
  Score: Raw -781626.378423 + Penalty 2944.456534 = -778681.921889
  nChanged 20
		SP:Iteration 27Q (14834.310000 sec): 3 clusters
  Score: Raw -781631.221563 + Penalty 2944.456534 = -778686.765029
  nChanged 11
		SP:Iteration 28Q (14834.500000 sec): 3 clusters
  Score: Raw -781633.317201 + Penalty 2944.456534 = -778688.860667
  nChanged 8
		SP:Iteration 29Q (14834.690000 sec): 3 clusters
  Score: Raw -781635.659663 + Penalty 2944.456534 = -778691.203128
  nChanged 4
		SP:Iteration 30Q (14834.850000 sec): 3 clusters
  Score: Raw -781636.418612 + Penalty 2944.456534 = -778691.962078
  nChanged 3
		SP:Iteration 31Q (14835.060000 sec): 3 clusters
  Score: Raw -781637.232142 + Penalty 2944.456534 = -778692.775608
  nChanged 3
		SP:Iteration 32Q (14835.250000 sec): 3 clusters
  Score: Raw -781637.771110 + Penalty 2944.456534 = -778693.314576
  nChanged 2
		SP:Iteration 33Q (14835.370000 sec): 3 clusters
  Score: Raw -781638.112284 + Penalty 2944.456534 = -778693.655750
  nChanged 0
		SP:Iteration 34F (14835.610000 sec): 3 clusters
  Score: Raw -781638.112284 + Penalty 2944.456534 = -778693.655750
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 27 (2843 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14835.690000 sec): 2 clusters
  Score: Raw -265871.109580 + Penalty 1292.299956 = -264578.809624
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14835.860000 sec): 3 clusters
  Score: Raw -264552.833991 + Penalty 2584.599911 = -261968.234080
  nChanged 1049
		SP:Iteration 1F (14836.040000 sec): 3 clusters
  Score: Raw -265169.525619 + Penalty 2584.599911 = -262584.925708
  nChanged 201
		SP:Iteration 2F (14836.210000 sec): 3 clusters
  Score: Raw -265281.190865 + Penalty 2584.599911 = -262696.590953
  nChanged 132
		SP:Iteration 3Q (14836.390000 sec): 3 clusters
  Score: Raw -265354.241535 + Penalty 2584.599911 = -262769.641624
  nChanged 92
		SP:Iteration 4Q (14836.570000 sec): 3 clusters
  Score: Raw -265396.049185 + Penalty 2584.599911 = -262811.449274
  nChanged 58
		SP:Iteration 5Q (14836.740000 sec): 3 clusters
  Score: Raw -265423.180491 + Penalty 2584.599911 = -262838.580580
  nChanged 52
		SP:Iteration 6Q (14836.920000 sec): 3 clusters
  Score: Raw -265447.491466 + Penalty 2584.599911 = -262862.891555
  nChanged 53
		SP:Iteration 7Q (14837.090000 sec): 3 clusters
  Score: Raw -265473.358947 + Penalty 2584.599911 = -262888.759036
  nChanged 45
		SP:Iteration 8Q (14837.270000 sec): 3 clusters
  Score: Raw -265492.112284 + Penalty 2584.599911 = -262907.512373
  nChanged 31
		SP:Iteration 9Q (14837.450000 sec): 3 clusters
  Score: Raw -265504.466544 + Penalty 2584.599911 = -262919.866633
  nChanged 32
		SP:Iteration 10Q (14837.580000 sec): 3 clusters
  Score: Raw -265517.150140 + Penalty 2584.599911 = -262932.550229
  nChanged 24
		SP:Iteration 11Q (14837.750000 sec): 3 clusters
  Score: Raw -265526.711418 + Penalty 2584.599911 = -262942.111507
  nChanged 23
		SP:Iteration 12Q (14837.930000 sec): 3 clusters
  Score: Raw -265536.104123 + Penalty 2584.599911 = -262951.504211
  nChanged 21
		SP:Iteration 13Q (14838.100000 sec): 3 clusters
  Score: Raw -265543.234613 + Penalty 2584.599911 = -262958.634701
  nChanged 19
		SP:Iteration 14Q (14838.260000 sec): 3 clusters
  Score: Raw -265549.077177 + Penalty 2584.599911 = -262964.477266
  nChanged 13
		SP:Iteration 15Q (14838.410000 sec): 3 clusters
  Score: Raw -265552.642538 + Penalty 2584.599911 = -262968.042627
  nChanged 10
		SP:Iteration 16Q (14838.590000 sec): 3 clusters
  Score: Raw -265554.955184 + Penalty 2584.599911 = -262970.355273
  nChanged 4
		SP:Iteration 17Q (14838.770000 sec): 3 clusters
  Score: Raw -265556.555554 + Penalty 2584.599911 = -262971.955642
  nChanged 5
		SP:Iteration 18Q (14838.940000 sec): 3 clusters
  Score: Raw -265558.854993 + Penalty 2584.599911 = -262974.255082
  nChanged 8
		SP:Iteration 19Q (14839.120000 sec): 3 clusters
  Score: Raw -265562.242781 + Penalty 2584.599911 = -262977.642870
  nChanged 10
		SP:Iteration 20F (14839.290000 sec): 3 clusters
  Score: Raw -265565.707605 + Penalty 2584.599911 = -262981.107694
  nChanged 8
		SP:Iteration 21Q (14839.440000 sec): 3 clusters
  Score: Raw -265568.165890 + Penalty 2584.599911 = -262983.565978
  nChanged 5
		SP:Iteration 22Q (14839.630000 sec): 3 clusters
  Score: Raw -265569.359494 + Penalty 2584.599911 = -262984.759582
  nChanged 5
		SP:Iteration 23Q (14839.790000 sec): 3 clusters
  Score: Raw -265570.222166 + Penalty 2584.599911 = -262985.622254
  nChanged 4
		SP:Iteration 24Q (14839.920000 sec): 3 clusters
  Score: Raw -265571.039650 + Penalty 2584.599911 = -262986.439738
  nChanged 1
		SP:Iteration 25Q (14840.090000 sec): 3 clusters
  Score: Raw -265571.464544 + Penalty 2584.599911 = -262986.864633
  nChanged 1
		SP:Iteration 26Q (14840.230000 sec): 3 clusters
  Score: Raw -265571.626484 + Penalty 2584.599911 = -262987.026572
  nChanged 0
		SP:Iteration 27F (14840.370000 sec): 3 clusters
  Score: Raw -265571.626484 + Penalty 2584.599911 = -262987.026572
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 28 (1048 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14840.500000 sec): 2 clusters
  Score: Raw -78596.714097 + Penalty 1130.128816 = -77466.585281
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14840.630000 sec): 3 clusters
  Score: Raw -78223.642174 + Penalty 2260.257631 = -75963.384543
  nChanged 341
		SP:Iteration 1F (14840.770000 sec): 3 clusters
  Score: Raw -78518.011312 + Penalty 2260.257631 = -76257.753681
  nChanged 86
		SP:Iteration 2F (14840.900000 sec): 3 clusters
  Score: Raw -78610.659105 + Penalty 2260.257631 = -76350.401474
  nChanged 49
		SP:Iteration 3Q (14841.050000 sec): 3 clusters
  Score: Raw -78696.534768 + Penalty 2260.257631 = -76436.277137
  nChanged 52
		SP:Iteration 4Q (14841.160000 sec): 3 clusters
  Score: Raw -78808.305348 + Penalty 2260.257631 = -76548.047716
  nChanged 56
		SP:Iteration 5F (14841.310000 sec): 3 clusters
  Score: Raw -78927.640803 + Penalty 2260.257631 = -76667.383172
  nChanged 45
		SP:Iteration 6Q (14841.450000 sec): 3 clusters
  Score: Raw -78992.855893 + Penalty 2260.257631 = -76732.598262
  nChanged 34
		SP:Iteration 7Q (14841.590000 sec): 3 clusters
  Score: Raw -79052.482988 + Penalty 2260.257631 = -76792.225357
  nChanged 32
		SP:Iteration 8Q (14841.750000 sec): 3 clusters
  Score: Raw -79092.166835 + Penalty 2260.257631 = -76831.909204
  nChanged 27
		SP:Iteration 9Q (14841.900000 sec): 3 clusters
  Score: Raw -79132.697700 + Penalty 2260.257631 = -76872.440069
  nChanged 22
		SP:Iteration 10Q (14842.030000 sec): 3 clusters
  Score: Raw -79165.887118 + Penalty 2260.257631 = -76905.629487
  nChanged 18
		SP:Iteration 11Q (14842.190000 sec): 3 clusters
  Score: Raw -79189.609116 + Penalty 2260.257631 = -76929.351485
  nChanged 13
		SP:Iteration 12Q (14842.340000 sec): 3 clusters
  Score: Raw -79205.138865 + Penalty 2260.257631 = -76944.881234
  nChanged 12
		SP:Iteration 13Q (14842.460000 sec): 3 clusters
  Score: Raw -79216.586517 + Penalty 2260.257631 = -76956.328886
  nChanged 6
		SP:Iteration 14Q (14842.600000 sec): 3 clusters
  Score: Raw -79226.072297 + Penalty 2260.257631 = -76965.814665
  nChanged 4
		SP:Iteration 15Q (14842.720000 sec): 3 clusters
  Score: Raw -79231.306868 + Penalty 2260.257631 = -76971.049237
  nChanged 5
		SP:Iteration 16Q (14842.900000 sec): 3 clusters
  Score: Raw -79236.458111 + Penalty 2260.257631 = -76976.200480
  nChanged 8
		SP:Iteration 17Q (14842.990000 sec): 3 clusters
  Score: Raw -79248.111340 + Penalty 2260.257631 = -76987.853709
  nChanged 4
		SP:Iteration 18Q (14843.140000 sec): 3 clusters
  Score: Raw -79258.733439 + Penalty 2260.257631 = -76998.475808
  nChanged 10
		SP:Iteration 19Q (14843.270000 sec): 3 clusters
  Score: Raw -79270.987393 + Penalty 2260.257631 = -77010.729762
  nChanged 11
		SP:Iteration 20F (14843.390000 sec): 3 clusters
  Score: Raw -79286.220072 + Penalty 2260.257631 = -77025.962441
  nChanged 9
		SP:Iteration 21Q (14843.490000 sec): 3 clusters
  Score: Raw -79298.164645 + Penalty 2260.257631 = -77037.907014
  nChanged 9
		SP:Iteration 22Q (14843.630000 sec): 3 clusters
  Score: Raw -79310.933085 + Penalty 2260.257631 = -77050.675454
  nChanged 3
		SP:Iteration 23Q (14843.760000 sec): 3 clusters
  Score: Raw -79318.855789 + Penalty 2260.257631 = -77058.598158
  nChanged 4
		SP:Iteration 24Q (14843.890000 sec): 3 clusters
  Score: Raw -79325.227722 + Penalty 2260.257631 = -77064.970091
  nChanged 4
		SP:Iteration 25Q (14843.990000 sec): 3 clusters
  Score: Raw -79333.167099 + Penalty 2260.257631 = -77072.909468
  nChanged 4
		SP:Iteration 26Q (14844.110000 sec): 3 clusters
  Score: Raw -79345.391039 + Penalty 2260.257631 = -77085.133408
  nChanged 8
		SP:Iteration 27Q (14844.270000 sec): 3 clusters
  Score: Raw -79356.107630 + Penalty 2260.257631 = -77095.849999
  nChanged 6
		SP:Iteration 28Q (14844.360000 sec): 3 clusters
  Score: Raw -79378.899872 + Penalty 2260.257631 = -77118.642241
  nChanged 7
		SP:Iteration 29Q (14844.530000 sec): 3 clusters
  Score: Raw -79399.547566 + Penalty 2260.257631 = -77139.289935
  nChanged 6
		SP:Iteration 30Q (14844.690000 sec): 3 clusters
  Score: Raw -79410.962845 + Penalty 2260.257631 = -77150.705214
  nChanged 3
		SP:Iteration 31Q (14844.840000 sec): 3 clusters
  Score: Raw -79417.036862 + Penalty 2260.257631 = -77156.779231
  nChanged 4
		SP:Iteration 32Q (14844.990000 sec): 3 clusters
  Score: Raw -79421.170894 + Penalty 2260.257631 = -77160.913263
  nChanged 2
		SP:Iteration 33Q (14845.100000 sec): 3 clusters
  Score: Raw -79426.526433 + Penalty 2260.257631 = -77166.268802
  nChanged 5
		SP:Iteration 34Q (14845.270000 sec): 3 clusters
  Score: Raw -79437.989971 + Penalty 2260.257631 = -77177.732340
  nChanged 3
		SP:Iteration 35Q (14845.410000 sec): 3 clusters
  Score: Raw -79447.781594 + Penalty 2260.257631 = -77187.523963
  nChanged 6
		SP:Iteration 36Q (14845.580000 sec): 3 clusters
  Score: Raw -79455.574244 + Penalty 2260.257631 = -77195.316613
  nChanged 1
		SP:Iteration 37Q (14845.740000 sec): 3 clusters
  Score: Raw -79456.131836 + Penalty 2260.257631 = -77195.874205
  nChanged 0
		SP:Iteration 38F (14845.850000 sec): 3 clusters
  Score: Raw -79456.131836 + Penalty 2260.257631 = -77195.874205
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 29 (3672 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14845.960000 sec): 2 clusters
  Score: Raw -338056.497097 + Penalty 1333.879910 = -336722.617187
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14846.130000 sec): 3 clusters
  Score: Raw -336244.722626 + Penalty 2667.759819 = -333576.962807
  nChanged 1386
		SP:Iteration 1F (14846.260000 sec): 3 clusters
  Score: Raw -337149.079719 + Penalty 2667.759819 = -334481.319900
  nChanged 309
		SP:Iteration 2F (14846.450000 sec): 3 clusters
  Score: Raw -337389.553338 + Penalty 2667.759819 = -334721.793519
  nChanged 224
		SP:Iteration 3F (14846.610000 sec): 3 clusters
  Score: Raw -337588.162701 + Penalty 2667.759819 = -334920.402882
  nChanged 208
		SP:Iteration 4F (14846.790000 sec): 3 clusters
  Score: Raw -337769.220193 + Penalty 2667.759819 = -335101.460374
  nChanged 187
		SP:Iteration 5F (14846.930000 sec): 3 clusters
  Score: Raw -337924.338232 + Penalty 2667.759819 = -335256.578412
  nChanged 181
		SP:Iteration 6Q (14847.110000 sec): 3 clusters
  Score: Raw -338074.337212 + Penalty 2667.759819 = -335406.577392
  nChanged 143
		SP:Iteration 7Q (14847.260000 sec): 3 clusters
  Score: Raw -338185.594471 + Penalty 2667.759819 = -335517.834652
  nChanged 120
		SP:Iteration 8Q (14847.390000 sec): 3 clusters
  Score: Raw -338281.547343 + Penalty 2667.759819 = -335613.787524
  nChanged 83
		SP:Iteration 9Q (14847.520000 sec): 3 clusters
  Score: Raw -338337.840152 + Penalty 2667.759819 = -335670.080333
  nChanged 65
		SP:Iteration 10Q (14847.650000 sec): 3 clusters
  Score: Raw -338382.826311 + Penalty 2667.759819 = -335715.066492
  nChanged 46
		SP:Iteration 11Q (14847.760000 sec): 3 clusters
  Score: Raw -338413.622052 + Penalty 2667.759819 = -335745.862232
  nChanged 44
		SP:Iteration 12Q (14847.870000 sec): 3 clusters
  Score: Raw -338447.154421 + Penalty 2667.759819 = -335779.394602
  nChanged 39
		SP:Iteration 13Q (14848.010000 sec): 3 clusters
  Score: Raw -338472.298981 + Penalty 2667.759819 = -335804.539161
  nChanged 29
		SP:Iteration 14Q (14848.150000 sec): 3 clusters
  Score: Raw -338489.536835 + Penalty 2667.759819 = -335821.777016
  nChanged 20
		SP:Iteration 15Q (14848.300000 sec): 3 clusters
  Score: Raw -338504.258151 + Penalty 2667.759819 = -335836.498332
  nChanged 28
		SP:Iteration 16Q (14848.420000 sec): 3 clusters
  Score: Raw -338525.946723 + Penalty 2667.759819 = -335858.186904
  nChanged 20
		SP:Iteration 17Q (14848.590000 sec): 3 clusters
  Score: Raw -338542.101851 + Penalty 2667.759819 = -335874.342032
  nChanged 21
		SP:Iteration 18Q (14848.700000 sec): 3 clusters
  Score: Raw -338557.619281 + Penalty 2667.759819 = -335889.859461
  nChanged 16
		SP:Iteration 19Q (14848.800000 sec): 3 clusters
  Score: Raw -338569.187852 + Penalty 2667.759819 = -335901.428033
  nChanged 16
		SP:Iteration 20F (14848.920000 sec): 3 clusters
  Score: Raw -338583.094006 + Penalty 2667.759819 = -335915.334187
  nChanged 15
		SP:Iteration 21Q (14849.050000 sec): 3 clusters
  Score: Raw -338592.302505 + Penalty 2667.759819 = -335924.542686
  nChanged 9
		SP:Iteration 22Q (14849.190000 sec): 3 clusters
  Score: Raw -338598.147972 + Penalty 2667.759819 = -335930.388153
  nChanged 7
		SP:Iteration 23Q (14849.310000 sec): 3 clusters
  Score: Raw -338602.846840 + Penalty 2667.759819 = -335935.087021
  nChanged 5
		SP:Iteration 24Q (14849.420000 sec): 3 clusters
  Score: Raw -338606.289078 + Penalty 2667.759819 = -335938.529259
  nChanged 4
		SP:Iteration 25Q (14849.600000 sec): 3 clusters
  Score: Raw -338607.845311 + Penalty 2667.759819 = -335940.085491
  nChanged 4
		SP:Iteration 26Q (14849.710000 sec): 3 clusters
  Score: Raw -338609.448350 + Penalty 2667.759819 = -335941.688531
  nChanged 4
		SP:Iteration 27Q (14849.870000 sec): 3 clusters
  Score: Raw -338611.235243 + Penalty 2667.759819 = -335943.475423
  nChanged 1
		SP:Iteration 28Q (14849.980000 sec): 3 clusters
  Score: Raw -338611.852640 + Penalty 2667.759819 = -335944.092821
  nChanged 1
		SP:Iteration 29Q (14850.110000 sec): 3 clusters
  Score: Raw -338612.388137 + Penalty 2667.759819 = -335944.628318
  nChanged 0
		SP:Iteration 30F (14850.280000 sec): 3 clusters
  Score: Raw -338612.388137 + Penalty 2667.759819 = -335944.628318
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 30 (962 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14850.340000 sec): 2 clusters
  Score: Raw -68743.251210 + Penalty 1116.214848 = -67627.036362
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14850.450000 sec): 3 clusters
  Score: Raw -68471.331946 + Penalty 2232.429696 = -66238.902250
  nChanged 288
		SP:Iteration 1F (14850.550000 sec): 3 clusters
  Score: Raw -68849.712276 + Penalty 2232.429696 = -66617.282580
  nChanged 90
		SP:Iteration 2F (14850.700000 sec): 3 clusters
  Score: Raw -68983.324493 + Penalty 2232.429696 = -66750.894796
  nChanged 55
		SP:Iteration 3F (14850.810000 sec): 3 clusters
  Score: Raw -69083.073708 + Penalty 2232.429696 = -66850.644011
  nChanged 41
		SP:Iteration 4Q (14850.950000 sec): 3 clusters
  Score: Raw -69144.272690 + Penalty 2232.429696 = -66911.842993
  nChanged 35
		SP:Iteration 5Q (14851.090000 sec): 3 clusters
  Score: Raw -69198.454860 + Penalty 2232.429696 = -66966.025163
  nChanged 24
		SP:Iteration 6Q (14851.230000 sec): 3 clusters
  Score: Raw -69230.220907 + Penalty 2232.429696 = -66997.791211
  nChanged 13
		SP:Iteration 7Q (14851.370000 sec): 3 clusters
  Score: Raw -69258.977856 + Penalty 2232.429696 = -67026.548159
  nChanged 18
		SP:Iteration 8Q (14851.470000 sec): 3 clusters
  Score: Raw -69284.081313 + Penalty 2232.429696 = -67051.651617
  nChanged 10
		SP:Iteration 9Q (14851.610000 sec): 3 clusters
  Score: Raw -69295.367933 + Penalty 2232.429696 = -67062.938237
  nChanged 9
		SP:Iteration 10Q (14851.710000 sec): 3 clusters
  Score: Raw -69309.483125 + Penalty 2232.429696 = -67077.053428
  nChanged 8
		SP:Iteration 11Q (14851.850000 sec): 3 clusters
  Score: Raw -69326.500892 + Penalty 2232.429696 = -67094.071196
  nChanged 10
		SP:Iteration 12Q (14851.950000 sec): 3 clusters
  Score: Raw -69348.246952 + Penalty 2232.429696 = -67115.817255
  nChanged 9
		SP:Iteration 13Q (14852.090000 sec): 3 clusters
  Score: Raw -69364.535896 + Penalty 2232.429696 = -67132.106199
  nChanged 6
		SP:Iteration 14Q (14852.240000 sec): 3 clusters
  Score: Raw -69372.778363 + Penalty 2232.429696 = -67140.348667
  nChanged 2
		SP:Iteration 15Q (14852.380000 sec): 3 clusters
  Score: Raw -69373.636241 + Penalty 2232.429696 = -67141.206544
  nChanged 0
		SP:Iteration 16F (14852.530000 sec): 3 clusters
  Score: Raw -69373.636241 + Penalty 2232.429696 = -67141.206544
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 31 (107373 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14853.120000 sec): 2 clusters
  Score: Raw -9826306.090109 + Penalty 1882.410405 = -9824423.679703
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14854.090000 sec): 3 clusters
  Score: Raw -9756514.494834 + Penalty 3764.820811 = -9752749.674023
  nChanged 51233
		SP:Iteration 1F (14854.930000 sec): 3 clusters
  Score: Raw -9786031.578842 + Penalty 3764.820811 = -9782266.758031
  nChanged 4034
		SP:Iteration 2Q (14855.820000 sec): 3 clusters
  Score: Raw -9787266.344523 + Penalty 3764.820811 = -9783501.523712
  nChanged 5094
		SP:Iteration 3Q (14856.740000 sec): 3 clusters
  Score: Raw -9789414.425379 + Penalty 3764.820811 = -9785649.604569
  nChanged 6648
		SP:Iteration 4F (14857.540000 sec): 3 clusters
  Score: Raw -9793184.265000 + Penalty 3764.820811 = -9789419.444189
  nChanged 8103
		SP:Iteration 5F (14858.460000 sec): 3 clusters
  Score: Raw -9798842.955146 + Penalty 3764.820811 = -9795078.134335
  nChanged 8755
		SP:Iteration 6F (14859.380000 sec): 3 clusters
  Score: Raw -9805755.645086 + Penalty 3764.820811 = -9801990.824276
  nChanged 7864
		SP:Iteration 7F (14860.240000 sec): 3 clusters
  Score: Raw -9812274.574581 + Penalty 3764.820811 = -9808509.753770
  nChanged 6267
		SP:Iteration 8F (14861.120000 sec): 3 clusters
  Score: Raw -9817824.452357 + Penalty 3764.820811 = -9814059.631546
  nChanged 4613
		SP:Iteration 9Q (14862.120000 sec): 3 clusters
  Score: Raw -9822336.825423 + Penalty 3764.820811 = -9818572.004612
  nChanged 2674
		SP:Iteration 10Q (14863.010000 sec): 3 clusters
  Score: Raw -9824922.643163 + Penalty 3764.820811 = -9821157.822353
  nChanged 1064
		SP:Iteration 11Q (14863.750000 sec): 3 clusters
  Score: Raw -9825926.982925 + Penalty 3764.820811 = -9822162.162114
  nChanged 351
		SP:Iteration 12Q (14864.550000 sec): 3 clusters
  Score: Raw -9826288.184992 + Penalty 3764.820811 = -9822523.364181
  nChanged 126
		SP:Iteration 13Q (14865.270000 sec): 3 clusters
  Score: Raw -9826428.802120 + Penalty 3764.820811 = -9822663.981309
  nChanged 55
		SP:Iteration 14Q (14866.040000 sec): 3 clusters
  Score: Raw -9826495.100676 + Penalty 3764.820811 = -9822730.279865
  nChanged 29
		SP:Iteration 15Q (14866.820000 sec): 3 clusters
  Score: Raw -9826527.376348 + Penalty 3764.820811 = -9822762.555537
  nChanged 12
		SP:Iteration 16Q (14867.610000 sec): 3 clusters
  Score: Raw -9826539.322754 + Penalty 3764.820811 = -9822774.501943
  nChanged 8
		SP:Iteration 17Q (14868.430000 sec): 3 clusters
  Score: Raw -9826545.681759 + Penalty 3764.820811 = -9822780.860948
  nChanged 8
		SP:Iteration 18Q (14869.200000 sec): 3 clusters
  Score: Raw -9826551.413373 + Penalty 3764.820811 = -9822786.592562
  nChanged 4
		SP:Iteration 19Q (14869.960000 sec): 3 clusters
  Score: Raw -9826554.935649 + Penalty 3764.820811 = -9822790.114839
  nChanged 3
		SP:Iteration 20F (14870.840000 sec): 3 clusters
  Score: Raw -9826556.988379 + Penalty 3764.820811 = -9822792.167568
  nChanged 3
		SP:Iteration 21Q (14871.520000 sec): 3 clusters
  Score: Raw -9826559.619608 + Penalty 3764.820811 = -9822794.798797
  nChanged 2
		SP:Iteration 22Q (14872.410000 sec): 3 clusters
  Score: Raw -9826560.659929 + Penalty 3764.820811 = -9822795.839119
  nChanged 2
		SP:Iteration 23Q (14873.170000 sec): 3 clusters
  Score: Raw -9826562.326384 + Penalty 3764.820811 = -9822797.505573
  nChanged 2
		SP:Iteration 24Q (14874.030000 sec): 3 clusters
  Score: Raw -9826563.203581 + Penalty 3764.820811 = -9822798.382770
  nChanged 0
		SP:Iteration 25F (14874.800000 sec): 3 clusters
  Score: Raw -9826563.203581 + Penalty 3764.820811 = -9822798.382770
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 32 (2743 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14874.910000 sec): 2 clusters
  Score: Raw -236344.842977 + Penalty 1286.481217 = -235058.361760
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14875.030000 sec): 3 clusters
  Score: Raw -235062.496243 + Penalty 2572.962435 = -232489.533808
  nChanged 1055
		SP:Iteration 1F (14875.210000 sec): 3 clusters
  Score: Raw -235709.485510 + Penalty 2572.962435 = -233136.523076
  nChanged 207
		SP:Iteration 2F (14875.420000 sec): 3 clusters
  Score: Raw -235837.196149 + Penalty 2572.962435 = -233264.233715
  nChanged 122
		SP:Iteration 3Q (14875.580000 sec): 3 clusters
  Score: Raw -235907.594560 + Penalty 2572.962435 = -233334.632125
  nChanged 93
		SP:Iteration 4Q (14875.710000 sec): 3 clusters
  Score: Raw -235966.928463 + Penalty 2572.962435 = -233393.966028
  nChanged 86
		SP:Iteration 5Q (14875.840000 sec): 3 clusters
  Score: Raw -236032.668034 + Penalty 2572.962435 = -233459.705600
  nChanged 79
		SP:Iteration 6Q (14875.980000 sec): 3 clusters
  Score: Raw -236086.621534 + Penalty 2572.962435 = -233513.659100
  nChanged 75
		SP:Iteration 7Q (14876.110000 sec): 3 clusters
  Score: Raw -236133.453655 + Penalty 2572.962435 = -233560.491221
  nChanged 50
		SP:Iteration 8Q (14876.270000 sec): 3 clusters
  Score: Raw -236163.961235 + Penalty 2572.962435 = -233590.998801
  nChanged 57
		SP:Iteration 9Q (14876.400000 sec): 3 clusters
  Score: Raw -236196.585295 + Penalty 2572.962435 = -233623.622861
  nChanged 51
		SP:Iteration 10Q (14876.580000 sec): 3 clusters
  Score: Raw -236226.920112 + Penalty 2572.962435 = -233653.957677
  nChanged 49
		SP:Iteration 11Q (14876.720000 sec): 3 clusters
  Score: Raw -236257.740360 + Penalty 2572.962435 = -233684.777926
  nChanged 48
		SP:Iteration 12Q (14876.890000 sec): 3 clusters
  Score: Raw -236290.148396 + Penalty 2572.962435 = -233717.185961
  nChanged 63
		SP:Iteration 13Q (14877.070000 sec): 3 clusters
  Score: Raw -236329.503289 + Penalty 2572.962435 = -233756.540854
  nChanged 48
		SP:Iteration 14Q (14877.260000 sec): 3 clusters
  Score: Raw -236356.443402 + Penalty 2572.962435 = -233783.480968
  nChanged 44
		SP:Iteration 15Q (14877.370000 sec): 3 clusters
  Score: Raw -236382.064926 + Penalty 2572.962435 = -233809.102491
  nChanged 53
		SP:Iteration 16Q (14877.490000 sec): 3 clusters
  Score: Raw -236412.553947 + Penalty 2572.962435 = -233839.591512
  nChanged 42
		SP:Iteration 17Q (14877.700000 sec): 3 clusters
  Score: Raw -236434.691806 + Penalty 2572.962435 = -233861.729372
  nChanged 44
		SP:Iteration 18Q (14877.820000 sec): 3 clusters
  Score: Raw -236460.945501 + Penalty 2572.962435 = -233887.983066
  nChanged 43
		SP:Iteration 19Q (14877.980000 sec): 3 clusters
  Score: Raw -236488.371246 + Penalty 2572.962435 = -233915.408812
  nChanged 46
		SP:Iteration 20F (14878.120000 sec): 3 clusters
  Score: Raw -236514.842483 + Penalty 2572.962435 = -233941.880048
  nChanged 37
		SP:Iteration 21Q (14878.270000 sec): 3 clusters
  Score: Raw -236535.758941 + Penalty 2572.962435 = -233962.796506
  nChanged 38
		SP:Iteration 22Q (14878.400000 sec): 3 clusters
  Score: Raw -236557.607902 + Penalty 2572.962435 = -233984.645468
  nChanged 35
		SP:Iteration 23Q (14878.530000 sec): 3 clusters
  Score: Raw -236571.989296 + Penalty 2572.962435 = -233999.026861
  nChanged 28
		SP:Iteration 24Q (14878.710000 sec): 3 clusters
  Score: Raw -236584.815184 + Penalty 2572.962435 = -234011.852750
  nChanged 24
		SP:Iteration 25Q (14878.810000 sec): 3 clusters
  Score: Raw -236597.724638 + Penalty 2572.962435 = -234024.762203
  nChanged 15
		SP:Iteration 26Q (14878.980000 sec): 3 clusters
  Score: Raw -236604.160221 + Penalty 2572.962435 = -234031.197787
  nChanged 14
		SP:Iteration 27Q (14879.070000 sec): 3 clusters
  Score: Raw -236611.665031 + Penalty 2572.962435 = -234038.702596
  nChanged 9
		SP:Iteration 28Q (14879.250000 sec): 3 clusters
  Score: Raw -236618.338969 + Penalty 2572.962435 = -234045.376534
  nChanged 11
		SP:Iteration 29Q (14879.360000 sec): 3 clusters
  Score: Raw -236623.420177 + Penalty 2572.962435 = -234050.457742
  nChanged 10
		SP:Iteration 30Q (14879.500000 sec): 3 clusters
  Score: Raw -236630.023197 + Penalty 2572.962435 = -234057.060762
  nChanged 8
		SP:Iteration 31Q (14879.630000 sec): 3 clusters
  Score: Raw -236635.583299 + Penalty 2572.962435 = -234062.620864
  nChanged 14
		SP:Iteration 32Q (14879.800000 sec): 3 clusters
  Score: Raw -236643.404308 + Penalty 2572.962435 = -234070.441873
  nChanged 8
		SP:Iteration 33Q (14879.910000 sec): 3 clusters
  Score: Raw -236648.623730 + Penalty 2572.962435 = -234075.661296
  nChanged 8
		SP:Iteration 34Q (14880.070000 sec): 3 clusters
  Score: Raw -236654.037120 + Penalty 2572.962435 = -234081.074686
  nChanged 10
		SP:Iteration 35Q (14880.210000 sec): 3 clusters
  Score: Raw -236659.917420 + Penalty 2572.962435 = -234086.954986
  nChanged 6
		SP:Iteration 36Q (14880.340000 sec): 3 clusters
  Score: Raw -236664.232754 + Penalty 2572.962435 = -234091.270320
  nChanged 4
		SP:Iteration 37Q (14880.530000 sec): 3 clusters
  Score: Raw -236665.306954 + Penalty 2572.962435 = -234092.344519
  nChanged 0
		SP:Iteration 38F (14880.650000 sec): 3 clusters
  Score: Raw -236665.306954 + Penalty 2572.962435 = -234092.344519
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 33 (9769 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14880.810000 sec): 2 clusters
  Score: Raw -900361.156378 + Penalty 1492.882525 = -898868.273853
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14881.000000 sec): 3 clusters
  Score: Raw -894864.871191 + Penalty 2985.765050 = -891879.106140
  nChanged 4241
		SP:Iteration 1F (14881.190000 sec): 3 clusters
  Score: Raw -897200.162492 + Penalty 2985.765050 = -894214.397441
  nChanged 610
		SP:Iteration 2F (14881.350000 sec): 3 clusters
  Score: Raw -897496.657498 + Penalty 2985.765050 = -894510.892448
  nChanged 558
		SP:Iteration 3F (14881.550000 sec): 3 clusters
  Score: Raw -897775.372232 + Penalty 2985.765050 = -894789.607181
  nChanged 514
		SP:Iteration 4F (14881.710000 sec): 3 clusters
  Score: Raw -898089.750454 + Penalty 2985.765050 = -895103.985403
  nChanged 530
		SP:Iteration 5F (14881.870000 sec): 3 clusters
  Score: Raw -898471.112602 + Penalty 2985.765050 = -895485.347552
  nChanged 532
		SP:Iteration 6F (14882.080000 sec): 3 clusters
  Score: Raw -898847.825522 + Penalty 2985.765050 = -895862.060472
  nChanged 508
		SP:Iteration 7F (14882.240000 sec): 3 clusters
  Score: Raw -899287.680059 + Penalty 2985.765050 = -896301.915009
  nChanged 460
		SP:Iteration 8Q (14882.440000 sec): 3 clusters
  Score: Raw -899675.681290 + Penalty 2985.765050 = -896689.916239
  nChanged 430
		SP:Iteration 9Q (14882.600000 sec): 3 clusters
  Score: Raw -899986.105458 + Penalty 2985.765050 = -897000.340407
  nChanged 353
		SP:Iteration 10Q (14882.830000 sec): 3 clusters
  Score: Raw -900220.570899 + Penalty 2985.765050 = -897234.805849
  nChanged 268
		SP:Iteration 11Q (14883.000000 sec): 3 clusters
  Score: Raw -900375.858491 + Penalty 2985.765050 = -897390.093440
  nChanged 240
		SP:Iteration 12Q (14883.250000 sec): 3 clusters
  Score: Raw -900497.906486 + Penalty 2985.765050 = -897512.141436
  nChanged 176
		SP:Iteration 13Q (14883.380000 sec): 3 clusters
  Score: Raw -900577.245418 + Penalty 2985.765050 = -897591.480368
  nChanged 144
		SP:Iteration 14Q (14883.570000 sec): 3 clusters
  Score: Raw -900635.907736 + Penalty 2985.765050 = -897650.142686
  nChanged 121
		SP:Iteration 15Q (14883.780000 sec): 3 clusters
  Score: Raw -900677.766442 + Penalty 2985.765050 = -897692.001391
  nChanged 110
		SP:Iteration 16Q (14884.000000 sec): 3 clusters
  Score: Raw -900710.276579 + Penalty 2985.765050 = -897724.511529
  nChanged 99
		SP:Iteration 17Q (14884.190000 sec): 3 clusters
  Score: Raw -900737.062590 + Penalty 2985.765050 = -897751.297540
  nChanged 84
		SP:Iteration 18Q (14884.360000 sec): 3 clusters
  Score: Raw -900761.319760 + Penalty 2985.765050 = -897775.554709
  nChanged 77
		SP:Iteration 19Q (14884.500000 sec): 3 clusters
  Score: Raw -900779.255502 + Penalty 2985.765050 = -897793.490451
  nChanged 51
		SP:Iteration 20F (14884.690000 sec): 3 clusters
  Score: Raw -900788.551730 + Penalty 2985.765050 = -897802.786680
  nChanged 52
		SP:Iteration 21Q (14884.870000 sec): 3 clusters
  Score: Raw -900798.413575 + Penalty 2985.765050 = -897812.648524
  nChanged 50
		SP:Iteration 22Q (14885.080000 sec): 3 clusters
  Score: Raw -900808.904406 + Penalty 2985.765050 = -897823.139355
  nChanged 54
		SP:Iteration 23Q (14885.250000 sec): 3 clusters
  Score: Raw -900818.570715 + Penalty 2985.765050 = -897832.805665
  nChanged 40
		SP:Iteration 24Q (14885.410000 sec): 3 clusters
  Score: Raw -900825.503693 + Penalty 2985.765050 = -897839.738643
  nChanged 44
		SP:Iteration 25Q (14885.650000 sec): 3 clusters
  Score: Raw -900833.433773 + Penalty 2985.765050 = -897847.668722
  nChanged 31
		SP:Iteration 26Q (14885.850000 sec): 3 clusters
  Score: Raw -900839.491896 + Penalty 2985.765050 = -897853.726846
  nChanged 30
		SP:Iteration 27Q (14885.990000 sec): 3 clusters
  Score: Raw -900845.350143 + Penalty 2985.765050 = -897859.585093
  nChanged 32
		SP:Iteration 28Q (14886.170000 sec): 3 clusters
  Score: Raw -900851.736185 + Penalty 2985.765050 = -897865.971135
  nChanged 42
		SP:Iteration 29Q (14886.390000 sec): 3 clusters
  Score: Raw -900862.529180 + Penalty 2985.765050 = -897876.764129
  nChanged 45
		SP:Iteration 30Q (14886.570000 sec): 3 clusters
  Score: Raw -900874.287335 + Penalty 2985.765050 = -897888.522284
  nChanged 42
		SP:Iteration 31Q (14886.760000 sec): 3 clusters
  Score: Raw -900886.660336 + Penalty 2985.765050 = -897900.895286
  nChanged 43
		SP:Iteration 32Q (14886.950000 sec): 3 clusters
  Score: Raw -900900.140397 + Penalty 2985.765050 = -897914.375347
  nChanged 48
		SP:Iteration 33Q (14887.190000 sec): 3 clusters
  Score: Raw -900912.376788 + Penalty 2985.765050 = -897926.611738
  nChanged 39
		SP:Iteration 34Q (14887.360000 sec): 3 clusters
  Score: Raw -900919.930869 + Penalty 2985.765050 = -897934.165818
  nChanged 34
		SP:Iteration 35Q (14887.520000 sec): 3 clusters
  Score: Raw -900926.702791 + Penalty 2985.765050 = -897940.937740
  nChanged 40
		SP:Iteration 36Q (14887.770000 sec): 3 clusters
  Score: Raw -900936.361888 + Penalty 2985.765050 = -897950.596838
  nChanged 33
		SP:Iteration 37Q (14887.950000 sec): 3 clusters
  Score: Raw -900944.852502 + Penalty 2985.765050 = -897959.087452
  nChanged 44
		SP:Iteration 38Q (14888.160000 sec): 3 clusters
  Score: Raw -900959.947479 + Penalty 2985.765050 = -897974.182429
  nChanged 53
		SP:Iteration 39Q (14888.350000 sec): 3 clusters
  Score: Raw -900980.234035 + Penalty 2985.765050 = -897994.468985
  nChanged 52
		SP:Iteration 40F (14888.570000 sec): 3 clusters
  Score: Raw -901003.881107 + Penalty 2985.765050 = -898018.116056
  nChanged 61
		SP:Iteration 41Q (14888.710000 sec): 3 clusters
  Score: Raw -901033.737504 + Penalty 2985.765050 = -898047.972453
  nChanged 60
		SP:Iteration 42Q (14888.910000 sec): 3 clusters
  Score: Raw -901060.340083 + Penalty 2985.765050 = -898074.575033
  nChanged 58
		SP:Iteration 43Q (14889.140000 sec): 3 clusters
  Score: Raw -901097.296324 + Penalty 2985.765050 = -898111.531274
  nChanged 67
		SP:Iteration 44Q (14889.300000 sec): 3 clusters
  Score: Raw -901133.567847 + Penalty 2985.765050 = -898147.802796
  nChanged 52
		SP:Iteration 45Q (14889.490000 sec): 3 clusters
  Score: Raw -901153.404376 + Penalty 2985.765050 = -898167.639325
  nChanged 41
		SP:Iteration 46Q (14889.640000 sec): 3 clusters
  Score: Raw -901169.596607 + Penalty 2985.765050 = -898183.831556
  nChanged 32
		SP:Iteration 47Q (14889.830000 sec): 3 clusters
  Score: Raw -901178.279011 + Penalty 2985.765050 = -898192.513960
  nChanged 21
		SP:Iteration 48Q (14890.020000 sec): 3 clusters
  Score: Raw -901182.478063 + Penalty 2985.765050 = -898196.713012
  nChanged 16
		SP:Iteration 49Q (14890.200000 sec): 3 clusters
  Score: Raw -901185.259361 + Penalty 2985.765050 = -898199.494311
  nChanged 13
		SP:Iteration 50Q (14890.360000 sec): 3 clusters
  Score: Raw -901187.724484 + Penalty 2985.765050 = -898201.959433
  nChanged 12
		SP:Iteration 51Q (14890.580000 sec): 3 clusters
  Score: Raw -901189.401501 + Penalty 2985.765050 = -898203.636450
  nChanged 10
		SP:Iteration 52Q (14890.790000 sec): 3 clusters
  Score: Raw -901191.005235 + Penalty 2985.765050 = -898205.240185
  nChanged 7
		SP:Iteration 53Q (14891.030000 sec): 3 clusters
  Score: Raw -901192.191770 + Penalty 2985.765050 = -898206.426720
  nChanged 9
		SP:Iteration 54Q (14891.200000 sec): 3 clusters
  Score: Raw -901193.197959 + Penalty 2985.765050 = -898207.432909
  nChanged 4
		SP:Iteration 55Q (14891.350000 sec): 3 clusters
  Score: Raw -901193.678003 + Penalty 2985.765050 = -898207.912953
  nChanged 0
		SP:Iteration 56F (14891.600000 sec): 3 clusters
  Score: Raw -901193.678003 + Penalty 2985.765050 = -898207.912953
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 34 (1016 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14891.690000 sec): 2 clusters
  Score: Raw -93971.869255 + Penalty 1125.089652 = -92846.779603
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14891.830000 sec): 3 clusters
  Score: Raw -93632.115625 + Penalty 2250.179304 = -91381.936321
  nChanged 312
		SP:Iteration 1F (14891.970000 sec): 3 clusters
  Score: Raw -93900.121630 + Penalty 2250.179304 = -91649.942326
  nChanged 75
		SP:Iteration 2F (14892.120000 sec): 3 clusters
  Score: Raw -93978.832106 + Penalty 2250.179304 = -91728.652802
  nChanged 44
		SP:Iteration 3Q (14892.280000 sec): 3 clusters
  Score: Raw -94023.452164 + Penalty 2250.179304 = -91773.272859
  nChanged 32
		SP:Iteration 4Q (14892.410000 sec): 3 clusters
  Score: Raw -94061.897425 + Penalty 2250.179304 = -91811.718121
  nChanged 29
		SP:Iteration 5Q (14892.530000 sec): 3 clusters
  Score: Raw -94096.854334 + Penalty 2250.179304 = -91846.675030
  nChanged 19
		SP:Iteration 6Q (14892.640000 sec): 3 clusters
  Score: Raw -94112.630846 + Penalty 2250.179304 = -91862.451542
  nChanged 8
		SP:Iteration 7Q (14892.800000 sec): 3 clusters
  Score: Raw -94117.413071 + Penalty 2250.179304 = -91867.233766
  nChanged 6
		SP:Iteration 8Q (14892.930000 sec): 3 clusters
  Score: Raw -94122.418973 + Penalty 2250.179304 = -91872.239668
  nChanged 6
		SP:Iteration 9Q (14893.080000 sec): 3 clusters
  Score: Raw -94128.081166 + Penalty 2250.179304 = -91877.901862
  nChanged 2
		SP:Iteration 10Q (14893.210000 sec): 3 clusters
  Score: Raw -94130.125718 + Penalty 2250.179304 = -91879.946414
  nChanged 2
		SP:Iteration 11Q (14893.340000 sec): 3 clusters
  Score: Raw -94131.533075 + Penalty 2250.179304 = -91881.353771
  nChanged 0
		SP:Iteration 12F (14893.490000 sec): 3 clusters
  Score: Raw -94131.533075 + Penalty 2250.179304 = -91881.353771
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 35 (869 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14893.560000 sec): 2 clusters
  Score: Raw -77286.134709 + Penalty 1099.693258 = -76186.441451
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14893.690000 sec): 3 clusters
  Score: Raw -77018.097282 + Penalty 2199.386516 = -74818.710766
  nChanged 251
		SP:Iteration 1F (14893.790000 sec): 3 clusters
  Score: Raw -77246.402207 + Penalty 2199.386516 = -75047.015691
  nChanged 58
		SP:Iteration 2F (14893.890000 sec): 3 clusters
  Score: Raw -77303.030581 + Penalty 2199.386516 = -75103.644065
  nChanged 23
		SP:Iteration 3Q (14894.010000 sec): 3 clusters
  Score: Raw -77323.862604 + Penalty 2199.386516 = -75124.476089
  nChanged 17
		SP:Iteration 4Q (14894.030000 sec): 3 clusters
  Score: Raw -77337.004148 + Penalty 2199.386516 = -75137.617632
  nChanged 8
		SP:Iteration 5Q (14894.040000 sec): 3 clusters
  Score: Raw -77346.062675 + Penalty 2199.386516 = -75146.676159
  nChanged 7
		SP:Iteration 6Q (14894.170000 sec): 3 clusters
  Score: Raw -77353.628148 + Penalty 2199.386516 = -75154.241632
  nChanged 10
		SP:Iteration 7Q (14894.300000 sec): 3 clusters
  Score: Raw -77363.550495 + Penalty 2199.386516 = -75164.163979
  nChanged 8
		SP:Iteration 8Q (14894.450000 sec): 3 clusters
  Score: Raw -77371.211625 + Penalty 2199.386516 = -75171.825109
  nChanged 10
		SP:Iteration 9Q (14894.560000 sec): 3 clusters
  Score: Raw -77383.131862 + Penalty 2199.386516 = -75183.745347
  nChanged 8
		SP:Iteration 10Q (14894.680000 sec): 3 clusters
  Score: Raw -77392.536552 + Penalty 2199.386516 = -75193.150037
  nChanged 4
		SP:Iteration 11Q (14894.810000 sec): 3 clusters
  Score: Raw -77395.801320 + Penalty 2199.386516 = -75196.414804
  nChanged 1
		SP:Iteration 12Q (14894.940000 sec): 3 clusters
  Score: Raw -77397.085518 + Penalty 2199.386516 = -75197.699002
  nChanged 2
		SP:Iteration 13Q (14895.080000 sec): 3 clusters
  Score: Raw -77397.708193 + Penalty 2199.386516 = -75198.321678
  nChanged 2
		SP:Iteration 14Q (14895.240000 sec): 3 clusters
  Score: Raw -77399.267490 + Penalty 2199.386516 = -75199.880974
  nChanged 1
		SP:Iteration 15Q (14895.400000 sec): 3 clusters
  Score: Raw -77399.593487 + Penalty 2199.386516 = -75200.206971
  nChanged 0
		SP:Iteration 16F (14895.560000 sec): 3 clusters
  Score: Raw -77399.593487 + Penalty 2199.386516 = -75200.206971
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 36 (2342 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14895.650000 sec): 2 clusters
  Score: Raw -217687.726535 + Penalty 1260.798588 = -216426.927947
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14895.800000 sec): 3 clusters
  Score: Raw -216629.191722 + Penalty 2521.597177 = -214107.594545
  nChanged 864
		SP:Iteration 1F (14895.960000 sec): 3 clusters
  Score: Raw -217174.967643 + Penalty 2521.597177 = -214653.370466
  nChanged 181
		SP:Iteration 2F (14896.160000 sec): 3 clusters
  Score: Raw -217310.312124 + Penalty 2521.597177 = -214788.714947
  nChanged 126
		SP:Iteration 3F (14896.300000 sec): 3 clusters
  Score: Raw -217401.909086 + Penalty 2521.597177 = -214880.311909
  nChanged 101
		SP:Iteration 4Q (14896.460000 sec): 3 clusters
  Score: Raw -217512.817361 + Penalty 2521.597177 = -214991.220184
  nChanged 110
		SP:Iteration 5Q (14896.590000 sec): 3 clusters
  Score: Raw -217611.252258 + Penalty 2521.597177 = -215089.655081
  nChanged 99
		SP:Iteration 6Q (14896.750000 sec): 3 clusters
  Score: Raw -217698.824922 + Penalty 2521.597177 = -215177.227746
  nChanged 96
		SP:Iteration 7Q (14896.940000 sec): 3 clusters
  Score: Raw -217795.813413 + Penalty 2521.597177 = -215274.216236
  nChanged 102
		SP:Iteration 8Q (14897.120000 sec): 3 clusters
  Score: Raw -217903.266386 + Penalty 2521.597177 = -215381.669209
  nChanged 95
		SP:Iteration 9Q (14897.310000 sec): 3 clusters
  Score: Raw -217985.889778 + Penalty 2521.597177 = -215464.292601
  nChanged 74
		SP:Iteration 10Q (14897.440000 sec): 3 clusters
  Score: Raw -218043.789898 + Penalty 2521.597177 = -215522.192721
  nChanged 48
		SP:Iteration 11Q (14897.590000 sec): 3 clusters
  Score: Raw -218074.044449 + Penalty 2521.597177 = -215552.447273
  nChanged 42
		SP:Iteration 12Q (14897.760000 sec): 3 clusters
  Score: Raw -218104.028363 + Penalty 2521.597177 = -215582.431186
  nChanged 33
		SP:Iteration 13Q (14897.960000 sec): 3 clusters
  Score: Raw -218127.871034 + Penalty 2521.597177 = -215606.273857
  nChanged 30
		SP:Iteration 14Q (14898.070000 sec): 3 clusters
  Score: Raw -218145.864426 + Penalty 2521.597177 = -215624.267249
  nChanged 29
		SP:Iteration 15Q (14898.240000 sec): 3 clusters
  Score: Raw -218163.303164 + Penalty 2521.597177 = -215641.705987
  nChanged 30
		SP:Iteration 16Q (14898.400000 sec): 3 clusters
  Score: Raw -218185.343178 + Penalty 2521.597177 = -215663.746001
  nChanged 26
		SP:Iteration 17Q (14898.520000 sec): 3 clusters
  Score: Raw -218201.872180 + Penalty 2521.597177 = -215680.275003
  nChanged 20
		SP:Iteration 18Q (14898.700000 sec): 3 clusters
  Score: Raw -218215.357146 + Penalty 2521.597177 = -215693.759969
  nChanged 21
		SP:Iteration 19Q (14898.880000 sec): 3 clusters
  Score: Raw -218225.332526 + Penalty 2521.597177 = -215703.735349
  nChanged 12
		SP:Iteration 20F (14899.020000 sec): 3 clusters
  Score: Raw -218231.794084 + Penalty 2521.597177 = -215710.196907
  nChanged 11
		SP:Iteration 21Q (14899.200000 sec): 3 clusters
  Score: Raw -218236.897625 + Penalty 2521.597177 = -215715.300448
  nChanged 10
		SP:Iteration 22Q (14899.410000 sec): 3 clusters
  Score: Raw -218240.698443 + Penalty 2521.597177 = -215719.101266
  nChanged 7
		SP:Iteration 23Q (14899.560000 sec): 3 clusters
  Score: Raw -218246.324236 + Penalty 2521.597177 = -215724.727059
  nChanged 9
		SP:Iteration 24Q (14899.720000 sec): 3 clusters
  Score: Raw -218248.517029 + Penalty 2521.597177 = -215726.919852
  nChanged 7
		SP:Iteration 25Q (14899.820000 sec): 3 clusters
  Score: Raw -218251.021693 + Penalty 2521.597177 = -215729.424517
  nChanged 6
		SP:Iteration 26Q (14899.980000 sec): 3 clusters
  Score: Raw -218253.083995 + Penalty 2521.597177 = -215731.486818
  nChanged 8
		SP:Iteration 27Q (14900.140000 sec): 3 clusters
  Score: Raw -218256.944345 + Penalty 2521.597177 = -215735.347168
  nChanged 12
		SP:Iteration 28Q (14900.310000 sec): 3 clusters
  Score: Raw -218263.668417 + Penalty 2521.597177 = -215742.071240
  nChanged 14
		SP:Iteration 29Q (14900.470000 sec): 3 clusters
  Score: Raw -218275.259565 + Penalty 2521.597177 = -215753.662388
  nChanged 16
		SP:Iteration 30Q (14900.610000 sec): 3 clusters
  Score: Raw -218287.229312 + Penalty 2521.597177 = -215765.632135
  nChanged 23
		SP:Iteration 31Q (14900.660000 sec): 3 clusters
  Score: Raw -218301.277600 + Penalty 2521.597177 = -215779.680423
  nChanged 18
		SP:Iteration 32Q (14900.900000 sec): 3 clusters
  Score: Raw -218311.277247 + Penalty 2521.597177 = -215789.680070
  nChanged 22
		SP:Iteration 33Q (14901.020000 sec): 3 clusters
  Score: Raw -218327.212090 + Penalty 2521.597177 = -215805.614913
  nChanged 26
		SP:Iteration 34Q (14901.220000 sec): 3 clusters
  Score: Raw -218349.892092 + Penalty 2521.597177 = -215828.294915
  nChanged 29
		SP:Iteration 35Q (14901.350000 sec): 3 clusters
  Score: Raw -218376.006708 + Penalty 2521.597177 = -215854.409531
  nChanged 40
		SP:Iteration 36Q (14901.530000 sec): 3 clusters
  Score: Raw -218416.729981 + Penalty 2521.597177 = -215895.132804
  nChanged 35
		SP:Iteration 37Q (14901.730000 sec): 3 clusters
  Score: Raw -218452.969528 + Penalty 2521.597177 = -215931.372351
  nChanged 33
		SP:Iteration 38Q (14901.860000 sec): 3 clusters
  Score: Raw -218484.506515 + Penalty 2521.597177 = -215962.909339
  nChanged 32
		SP:Iteration 39Q (14902.030000 sec): 3 clusters
  Score: Raw -218516.890935 + Penalty 2521.597177 = -215995.293759
  nChanged 20
		SP:Iteration 40F (14902.210000 sec): 3 clusters
  Score: Raw -218534.888021 + Penalty 2521.597177 = -216013.290844
  nChanged 20
		SP:Iteration 41Q (14902.350000 sec): 3 clusters
  Score: Raw -218550.956310 + Penalty 2521.597177 = -216029.359133
  nChanged 16
		SP:Iteration 42Q (14902.480000 sec): 3 clusters
  Score: Raw -218559.825195 + Penalty 2521.597177 = -216038.228018
  nChanged 4
		SP:Iteration 43Q (14902.580000 sec): 3 clusters
  Score: Raw -218561.766105 + Penalty 2521.597177 = -216040.168929
  nChanged 2
		SP:Iteration 44Q (14902.750000 sec): 3 clusters
  Score: Raw -218562.824154 + Penalty 2521.597177 = -216041.226978
  nChanged 0
		SP:Iteration 45F (14902.890000 sec): 3 clusters
  Score: Raw -218562.824154 + Penalty 2521.597177 = -216041.226978
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 37 (6862 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14903.000000 sec): 2 clusters
  Score: Raw -613535.196115 + Penalty 1435.485061 = -612099.711053
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14903.170000 sec): 3 clusters
  Score: Raw -609850.869393 + Penalty 2870.970123 = -606979.899270
  nChanged 2856
		SP:Iteration 1F (14903.410000 sec): 3 clusters
  Score: Raw -611439.635697 + Penalty 2870.970123 = -608568.665574
  nChanged 473
		SP:Iteration 2F (14903.530000 sec): 3 clusters
  Score: Raw -611669.860830 + Penalty 2870.970123 = -608798.890708
  nChanged 378
		SP:Iteration 3F (14903.700000 sec): 3 clusters
  Score: Raw -611856.782969 + Penalty 2870.970123 = -608985.812846
  nChanged 323
		SP:Iteration 4Q (14903.860000 sec): 3 clusters
  Score: Raw -612013.855700 + Penalty 2870.970123 = -609142.885578
  nChanged 281
		SP:Iteration 5Q (14904.030000 sec): 3 clusters
  Score: Raw -612153.956015 + Penalty 2870.970123 = -609282.985893
  nChanged 298
		SP:Iteration 6Q (14904.190000 sec): 3 clusters
  Score: Raw -612319.784407 + Penalty 2870.970123 = -609448.814284
  nChanged 324
		SP:Iteration 7Q (14904.410000 sec): 3 clusters
  Score: Raw -612522.817167 + Penalty 2870.970123 = -609651.847044
  nChanged 323
		SP:Iteration 8Q (14904.550000 sec): 3 clusters
  Score: Raw -612736.858134 + Penalty 2870.970123 = -609865.888012
  nChanged 300
		SP:Iteration 9Q (14904.710000 sec): 3 clusters
  Score: Raw -612938.808663 + Penalty 2870.970123 = -610067.838540
  nChanged 271
		SP:Iteration 10Q (14904.910000 sec): 3 clusters
  Score: Raw -613130.636295 + Penalty 2870.970123 = -610259.666172
  nChanged 239
		SP:Iteration 11Q (14905.090000 sec): 3 clusters
  Score: Raw -613305.660967 + Penalty 2870.970123 = -610434.690844
  nChanged 186
		SP:Iteration 12Q (14905.280000 sec): 3 clusters
  Score: Raw -613436.723275 + Penalty 2870.970123 = -610565.753152
  nChanged 136
		SP:Iteration 13Q (14905.470000 sec): 3 clusters
  Score: Raw -613527.834123 + Penalty 2870.970123 = -610656.864001
  nChanged 86
		SP:Iteration 14Q (14905.650000 sec): 3 clusters
  Score: Raw -613581.587974 + Penalty 2870.970123 = -610710.617852
  nChanged 60
		SP:Iteration 15Q (14905.840000 sec): 3 clusters
  Score: Raw -613618.075142 + Penalty 2870.970123 = -610747.105019
  nChanged 42
		SP:Iteration 16Q (14906.050000 sec): 3 clusters
  Score: Raw -613646.577353 + Penalty 2870.970123 = -610775.607230
  nChanged 38
		SP:Iteration 17Q (14906.240000 sec): 3 clusters
  Score: Raw -613670.954093 + Penalty 2870.970123 = -610799.983970
  nChanged 25
		SP:Iteration 18Q (14906.420000 sec): 3 clusters
  Score: Raw -613692.506585 + Penalty 2870.970123 = -610821.536463
  nChanged 26
		SP:Iteration 19Q (14906.580000 sec): 3 clusters
  Score: Raw -613709.635890 + Penalty 2870.970123 = -610838.665768
  nChanged 18
		SP:Iteration 20F (14906.770000 sec): 3 clusters
  Score: Raw -613723.850052 + Penalty 2870.970123 = -610852.879930
  nChanged 19
		SP:Iteration 21Q (14906.940000 sec): 3 clusters
  Score: Raw -613736.850384 + Penalty 2870.970123 = -610865.880261
  nChanged 9
		SP:Iteration 22Q (14907.120000 sec): 3 clusters
  Score: Raw -613744.071737 + Penalty 2870.970123 = -610873.101615
  nChanged 8
		SP:Iteration 23Q (14907.310000 sec): 3 clusters
  Score: Raw -613748.691508 + Penalty 2870.970123 = -610877.721385
  nChanged 4
		SP:Iteration 24Q (14907.490000 sec): 3 clusters
  Score: Raw -613752.182775 + Penalty 2870.970123 = -610881.212653
  nChanged 7
		SP:Iteration 25Q (14907.700000 sec): 3 clusters
  Score: Raw -613758.381562 + Penalty 2870.970123 = -610887.411439
  nChanged 7
		SP:Iteration 26Q (14907.890000 sec): 3 clusters
  Score: Raw -613763.644992 + Penalty 2870.970123 = -610892.674869
  nChanged 3
		SP:Iteration 27Q (14908.080000 sec): 3 clusters
  Score: Raw -613765.502924 + Penalty 2870.970123 = -610894.532801
  nChanged 0
		SP:Iteration 28F (14908.250000 sec): 3 clusters
  Score: Raw -613765.502924 + Penalty 2870.970123 = -610894.532801
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 38 (14231 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14908.380000 sec): 2 clusters
  Score: Raw -1165299.718449 + Penalty 1554.016419 = -1163745.702030
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14908.620000 sec): 3 clusters
  Score: Raw -1156899.779076 + Penalty 3108.032838 = -1153791.746238
  nChanged 6306
		SP:Iteration 1F (14908.820000 sec): 3 clusters
  Score: Raw -1160711.160772 + Penalty 3108.032838 = -1157603.127934
  nChanged 1067
		SP:Iteration 2F (14909.060000 sec): 3 clusters
  Score: Raw -1161432.279392 + Penalty 3108.032838 = -1158324.246554
  nChanged 956
		SP:Iteration 3F (14909.270000 sec): 3 clusters
  Score: Raw -1162077.283793 + Penalty 3108.032838 = -1158969.250955
  nChanged 898
		SP:Iteration 4F (14909.520000 sec): 3 clusters
  Score: Raw -1162704.331542 + Penalty 3108.032838 = -1159596.298704
  nChanged 788
		SP:Iteration 5F (14909.740000 sec): 3 clusters
  Score: Raw -1163288.853922 + Penalty 3108.032838 = -1160180.821084
  nChanged 735
		SP:Iteration 6F (14909.950000 sec): 3 clusters
  Score: Raw -1163846.646909 + Penalty 3108.032838 = -1160738.614072
  nChanged 621
		SP:Iteration 7Q (14910.150000 sec): 3 clusters
  Score: Raw -1164342.810888 + Penalty 3108.032838 = -1161234.778051
  nChanged 498
		SP:Iteration 8Q (14910.380000 sec): 3 clusters
  Score: Raw -1164749.412520 + Penalty 3108.032838 = -1161641.379682
  nChanged 353
		SP:Iteration 9Q (14910.630000 sec): 3 clusters
  Score: Raw -1165029.193890 + Penalty 3108.032838 = -1161921.161052
  nChanged 233
		SP:Iteration 10Q (14910.820000 sec): 3 clusters
  Score: Raw -1165204.185219 + Penalty 3108.032838 = -1162096.152381
  nChanged 152
		SP:Iteration 11Q (14911.090000 sec): 3 clusters
  Score: Raw -1165324.233905 + Penalty 3108.032838 = -1162216.201067
  nChanged 102
		SP:Iteration 12Q (14911.310000 sec): 3 clusters
  Score: Raw -1165409.321390 + Penalty 3108.032838 = -1162301.288552
  nChanged 63
		SP:Iteration 13Q (14911.520000 sec): 3 clusters
  Score: Raw -1165458.774114 + Penalty 3108.032838 = -1162350.741276
  nChanged 28
		SP:Iteration 14Q (14911.750000 sec): 3 clusters
  Score: Raw -1165485.814441 + Penalty 3108.032838 = -1162377.781603
  nChanged 28
		SP:Iteration 15Q (14911.980000 sec): 3 clusters
  Score: Raw -1165511.271843 + Penalty 3108.032838 = -1162403.239005
  nChanged 24
		SP:Iteration 16Q (14912.200000 sec): 3 clusters
  Score: Raw -1165529.795689 + Penalty 3108.032838 = -1162421.762851
  nChanged 19
		SP:Iteration 17Q (14912.390000 sec): 3 clusters
  Score: Raw -1165546.802241 + Penalty 3108.032838 = -1162438.769403
  nChanged 13
		SP:Iteration 18Q (14912.620000 sec): 3 clusters
  Score: Raw -1165556.814298 + Penalty 3108.032838 = -1162448.781460
  nChanged 6
		SP:Iteration 19Q (14912.840000 sec): 3 clusters
  Score: Raw -1165562.442465 + Penalty 3108.032838 = -1162454.409627
  nChanged 4
		SP:Iteration 20F (14913.060000 sec): 3 clusters
  Score: Raw -1165565.019704 + Penalty 3108.032838 = -1162456.986866
  nChanged 2
		SP:Iteration 21Q (14913.340000 sec): 3 clusters
  Score: Raw -1165565.658786 + Penalty 3108.032838 = -1162457.625948
  nChanged 0
		SP:Iteration 22F (14913.500000 sec): 3 clusters
  Score: Raw -1165565.658786 + Penalty 3108.032838 = -1162457.625948
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 39 (5031 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14913.590000 sec): 2 clusters
  Score: Raw -431327.116645 + Penalty 1385.048283 = -429942.068362
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14913.680000 sec): 3 clusters
  Score: Raw -428720.521187 + Penalty 2770.096566 = -425950.424621
  nChanged 2046
		SP:Iteration 1F (14913.840000 sec): 3 clusters
  Score: Raw -429826.300884 + Penalty 2770.096566 = -427056.204318
  nChanged 371
		SP:Iteration 2F (14914.000000 sec): 3 clusters
  Score: Raw -430032.927273 + Penalty 2770.096566 = -427262.830706
  nChanged 272
		SP:Iteration 3F (14914.200000 sec): 3 clusters
  Score: Raw -430179.691584 + Penalty 2770.096566 = -427409.595017
  nChanged 225
		SP:Iteration 4Q (14914.360000 sec): 3 clusters
  Score: Raw -430273.347565 + Penalty 2770.096566 = -427503.250999
  nChanged 156
		SP:Iteration 5Q (14914.550000 sec): 3 clusters
  Score: Raw -430340.099713 + Penalty 2770.096566 = -427570.003147
  nChanged 133
		SP:Iteration 6Q (14914.680000 sec): 3 clusters
  Score: Raw -430388.313449 + Penalty 2770.096566 = -427618.216882
  nChanged 108
		SP:Iteration 7Q (14914.840000 sec): 3 clusters
  Score: Raw -430425.943072 + Penalty 2770.096566 = -427655.846506
  nChanged 102
		SP:Iteration 8Q (14914.950000 sec): 3 clusters
  Score: Raw -430462.004449 + Penalty 2770.096566 = -427691.907883
  nChanged 95
		SP:Iteration 9Q (14915.160000 sec): 3 clusters
  Score: Raw -430490.494688 + Penalty 2770.096566 = -427720.398121
  nChanged 87
		SP:Iteration 10Q (14915.320000 sec): 3 clusters
  Score: Raw -430514.677844 + Penalty 2770.096566 = -427744.581277
  nChanged 69
		SP:Iteration 11Q (14915.530000 sec): 3 clusters
  Score: Raw -430538.622620 + Penalty 2770.096566 = -427768.526053
  nChanged 80
		SP:Iteration 12Q (14915.740000 sec): 3 clusters
  Score: Raw -430567.135985 + Penalty 2770.096566 = -427797.039418
  nChanged 69
		SP:Iteration 13Q (14915.900000 sec): 3 clusters
  Score: Raw -430589.370346 + Penalty 2770.096566 = -427819.273780
  nChanged 65
		SP:Iteration 14Q (14916.070000 sec): 3 clusters
  Score: Raw -430609.088834 + Penalty 2770.096566 = -427838.992267
  nChanged 56
		SP:Iteration 15Q (14916.250000 sec): 3 clusters
  Score: Raw -430622.873330 + Penalty 2770.096566 = -427852.776764
  nChanged 56
		SP:Iteration 16Q (14916.380000 sec): 3 clusters
  Score: Raw -430638.700498 + Penalty 2770.096566 = -427868.603932
  nChanged 56
		SP:Iteration 17Q (14916.490000 sec): 3 clusters
  Score: Raw -430657.313228 + Penalty 2770.096566 = -427887.216662
  nChanged 55
		SP:Iteration 18Q (14916.630000 sec): 3 clusters
  Score: Raw -430675.629972 + Penalty 2770.096566 = -427905.533405
  nChanged 57
		SP:Iteration 19Q (14916.760000 sec): 3 clusters
  Score: Raw -430691.125452 + Penalty 2770.096566 = -427921.028886
  nChanged 63
		SP:Iteration 20F (14916.900000 sec): 3 clusters
  Score: Raw -430711.244380 + Penalty 2770.096566 = -427941.147814
  nChanged 63
		SP:Iteration 21Q (14917.040000 sec): 3 clusters
  Score: Raw -430728.957753 + Penalty 2770.096566 = -427958.861186
  nChanged 68
		SP:Iteration 22Q (14917.200000 sec): 3 clusters
  Score: Raw -430749.890094 + Penalty 2770.096566 = -427979.793527
  nChanged 74
		SP:Iteration 23Q (14917.330000 sec): 3 clusters
  Score: Raw -430774.076995 + Penalty 2770.096566 = -428003.980428
  nChanged 80
		SP:Iteration 24Q (14917.480000 sec): 3 clusters
  Score: Raw -430803.952811 + Penalty 2770.096566 = -428033.856244
  nChanged 87
		SP:Iteration 25Q (14917.640000 sec): 3 clusters
  Score: Raw -430833.037890 + Penalty 2770.096566 = -428062.941324
  nChanged 79
		SP:Iteration 26Q (14917.810000 sec): 3 clusters
  Score: Raw -430859.713805 + Penalty 2770.096566 = -428089.617238
  nChanged 70
		SP:Iteration 27Q (14917.970000 sec): 3 clusters
  Score: Raw -430885.282875 + Penalty 2770.096566 = -428115.186308
  nChanged 76
		SP:Iteration 28Q (14918.090000 sec): 3 clusters
  Score: Raw -430914.815362 + Penalty 2770.096566 = -428144.718795
  nChanged 85
		SP:Iteration 29Q (14918.230000 sec): 3 clusters
  Score: Raw -430946.509008 + Penalty 2770.096566 = -428176.412441
  nChanged 90
		SP:Iteration 30Q (14918.360000 sec): 3 clusters
  Score: Raw -430979.315738 + Penalty 2770.096566 = -428209.219172
  nChanged 87
		SP:Iteration 31Q (14918.500000 sec): 3 clusters
  Score: Raw -431015.974958 + Penalty 2770.096566 = -428245.878392
  nChanged 91
		SP:Iteration 32Q (14918.610000 sec): 3 clusters
  Score: Raw -431057.799766 + Penalty 2770.096566 = -428287.703199
  nChanged 75
		SP:Iteration 33Q (14918.740000 sec): 3 clusters
  Score: Raw -431094.367790 + Penalty 2770.096566 = -428324.271223
  nChanged 73
		SP:Iteration 34Q (14918.880000 sec): 3 clusters
  Score: Raw -431138.056326 + Penalty 2770.096566 = -428367.959760
  nChanged 90
		SP:Iteration 35Q (14919.040000 sec): 3 clusters
  Score: Raw -431198.833528 + Penalty 2770.096566 = -428428.736961
  nChanged 78
		SP:Iteration 36Q (14919.160000 sec): 3 clusters
  Score: Raw -431248.769102 + Penalty 2770.096566 = -428478.672536
  nChanged 75
		SP:Iteration 37Q (14919.340000 sec): 3 clusters
  Score: Raw -431294.660939 + Penalty 2770.096566 = -428524.564372
  nChanged 67
		SP:Iteration 38Q (14919.470000 sec): 3 clusters
  Score: Raw -431332.185985 + Penalty 2770.096566 = -428562.089419
  nChanged 56
		SP:Iteration 39Q (14919.650000 sec): 3 clusters
  Score: Raw -431360.109346 + Penalty 2770.096566 = -428590.012780
  nChanged 46
		SP:Iteration 40F (14919.780000 sec): 3 clusters
  Score: Raw -431384.617009 + Penalty 2770.096566 = -428614.520442
  nChanged 47
		SP:Iteration 41Q (14919.920000 sec): 3 clusters
  Score: Raw -431410.282201 + Penalty 2770.096566 = -428640.185635
  nChanged 45
		SP:Iteration 42Q (14920.120000 sec): 3 clusters
  Score: Raw -431438.635478 + Penalty 2770.096566 = -428668.538911
  nChanged 38
		SP:Iteration 43Q (14920.240000 sec): 3 clusters
  Score: Raw -431463.733437 + Penalty 2770.096566 = -428693.636871
  nChanged 42
		SP:Iteration 44Q (14920.410000 sec): 3 clusters
  Score: Raw -431485.200589 + Penalty 2770.096566 = -428715.104023
  nChanged 29
		SP:Iteration 45Q (14920.550000 sec): 3 clusters
  Score: Raw -431498.445795 + Penalty 2770.096566 = -428728.349228
  nChanged 25
		SP:Iteration 46Q (14920.740000 sec): 3 clusters
  Score: Raw -431513.021313 + Penalty 2770.096566 = -428742.924747
  nChanged 27
		SP:Iteration 47Q (14920.890000 sec): 3 clusters
  Score: Raw -431527.988762 + Penalty 2770.096566 = -428757.892196
  nChanged 25
		SP:Iteration 48Q (14921.070000 sec): 3 clusters
  Score: Raw -431540.785343 + Penalty 2770.096566 = -428770.688776
  nChanged 24
		SP:Iteration 49Q (14921.250000 sec): 3 clusters
  Score: Raw -431556.064713 + Penalty 2770.096566 = -428785.968146
  nChanged 24
		SP:Iteration 50Q (14921.410000 sec): 3 clusters
  Score: Raw -431569.354042 + Penalty 2770.096566 = -428799.257476
  nChanged 23
		SP:Iteration 51Q (14921.560000 sec): 3 clusters
  Score: Raw -431580.814997 + Penalty 2770.096566 = -428810.718431
  nChanged 15
		SP:Iteration 52Q (14921.740000 sec): 3 clusters
  Score: Raw -431589.327587 + Penalty 2770.096566 = -428819.231020
  nChanged 18
		SP:Iteration 53Q (14921.910000 sec): 3 clusters
  Score: Raw -431598.448880 + Penalty 2770.096566 = -428828.352314
  nChanged 14
		SP:Iteration 54Q (14922.050000 sec): 3 clusters
  Score: Raw -431606.411786 + Penalty 2770.096566 = -428836.315219
  nChanged 17
		SP:Iteration 55Q (14922.190000 sec): 3 clusters
  Score: Raw -431613.538795 + Penalty 2770.096566 = -428843.442228
  nChanged 13
		SP:Iteration 56Q (14922.330000 sec): 3 clusters
  Score: Raw -431620.683676 + Penalty 2770.096566 = -428850.587110
  nChanged 12
		SP:Iteration 57Q (14922.480000 sec): 3 clusters
  Score: Raw -431626.255109 + Penalty 2770.096566 = -428856.158543
  nChanged 9
		SP:Iteration 58Q (14922.640000 sec): 3 clusters
  Score: Raw -431630.322884 + Penalty 2770.096566 = -428860.226318
  nChanged 9
		SP:Iteration 59Q (14922.810000 sec): 3 clusters
  Score: Raw -431633.674575 + Penalty 2770.096566 = -428863.578009
  nChanged 6
		SP:Iteration 60F (14923.010000 sec): 3 clusters
  Score: Raw -431635.877377 + Penalty 2770.096566 = -428865.780811
  nChanged 7
		SP:Iteration 61Q (14923.170000 sec): 3 clusters
  Score: Raw -431638.244353 + Penalty 2770.096566 = -428868.147786
  nChanged 3
		SP:Iteration 62Q (14923.340000 sec): 3 clusters
  Score: Raw -431639.077914 + Penalty 2770.096566 = -428868.981347
  nChanged 3
		SP:Iteration 63Q (14923.520000 sec): 3 clusters
  Score: Raw -431640.694260 + Penalty 2770.096566 = -428870.597694
  nChanged 4
		SP:Iteration 64Q (14923.690000 sec): 3 clusters
  Score: Raw -431642.521643 + Penalty 2770.096566 = -428872.425077
  nChanged 6
		SP:Iteration 65Q (14923.860000 sec): 3 clusters
  Score: Raw -431644.995077 + Penalty 2770.096566 = -428874.898511
  nChanged 6
		SP:Iteration 66Q (14924.070000 sec): 3 clusters
  Score: Raw -431648.393479 + Penalty 2770.096566 = -428878.296912
  nChanged 4
		SP:Iteration 67Q (14924.200000 sec): 3 clusters
  Score: Raw -431649.671424 + Penalty 2770.096566 = -428879.574858
  nChanged 1
		SP:Iteration 68Q (14924.360000 sec): 3 clusters
  Score: Raw -431650.022470 + Penalty 2770.096566 = -428879.925904
  nChanged 1
		SP:Iteration 69Q (14924.520000 sec): 3 clusters
  Score: Raw -431650.453685 + Penalty 2770.096566 = -428880.357118
  nChanged 1
		SP:Iteration 70Q (14924.680000 sec): 3 clusters
  Score: Raw -431650.772630 + Penalty 2770.096566 = -428880.676063
  nChanged 0
		SP:Iteration 71F (14924.840000 sec): 3 clusters
  Score: Raw -431650.772630 + Penalty 2770.096566 = -428880.676063
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 40 (43084 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14925.150000 sec): 2 clusters
  Score: Raw -3894477.126097 + Penalty 1734.022384 = -3892743.103714
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14925.620000 sec): 3 clusters
  Score: Raw -3867345.957055 + Penalty 3468.044768 = -3863877.912288
  nChanged 20123
		SP:Iteration 1F (14926.030000 sec): 3 clusters
  Score: Raw -3878885.502120 + Penalty 3468.044768 = -3875417.457352
  nChanged 1895
		SP:Iteration 2Q (14926.420000 sec): 3 clusters
  Score: Raw -3879573.796003 + Penalty 3468.044768 = -3876105.751235
  nChanged 1989
		SP:Iteration 3Q (14926.770000 sec): 3 clusters
  Score: Raw -3880429.871253 + Penalty 3468.044768 = -3876961.826486
  nChanged 2264
		SP:Iteration 4F (14927.270000 sec): 3 clusters
  Score: Raw -3881682.535999 + Penalty 3468.044768 = -3878214.491231
  nChanged 2723
		SP:Iteration 5F (14927.670000 sec): 3 clusters
  Score: Raw -3883747.968321 + Penalty 3468.044768 = -3880279.923554
  nChanged 3217
		SP:Iteration 6F (14928.180000 sec): 3 clusters
  Score: Raw -3886699.910609 + Penalty 3468.044768 = -3883231.865841
  nChanged 3327
		SP:Iteration 7F (14928.620000 sec): 3 clusters
  Score: Raw -3889996.033478 + Penalty 3468.044768 = -3886527.988711
  nChanged 3163
		SP:Iteration 8F (14929.080000 sec): 3 clusters
  Score: Raw -3892908.078972 + Penalty 3468.044768 = -3889440.034204
  nChanged 2413
		SP:Iteration 9F (14929.440000 sec): 3 clusters
  Score: Raw -3894802.340158 + Penalty 3468.044768 = -3891334.295391
  nChanged 1610
		SP:Iteration 10Q (14929.940000 sec): 3 clusters
  Score: Raw -3895722.661511 + Penalty 3468.044768 = -3892254.616744
  nChanged 944
		SP:Iteration 11Q (14930.300000 sec): 3 clusters
  Score: Raw -3896109.642243 + Penalty 3468.044768 = -3892641.597475
  nChanged 587
		SP:Iteration 12Q (14930.800000 sec): 3 clusters
  Score: Raw -3896290.116252 + Penalty 3468.044768 = -3892822.071484
  nChanged 404
		SP:Iteration 13Q (14931.240000 sec): 3 clusters
  Score: Raw -3896382.675127 + Penalty 3468.044768 = -3892914.630360
  nChanged 306
		SP:Iteration 14Q (14931.720000 sec): 3 clusters
  Score: Raw -3896442.773753 + Penalty 3468.044768 = -3892974.728985
  nChanged 237
		SP:Iteration 15Q (14932.180000 sec): 3 clusters
  Score: Raw -3896476.270844 + Penalty 3468.044768 = -3893008.226076
  nChanged 189
		SP:Iteration 16Q (14932.640000 sec): 3 clusters
  Score: Raw -3896499.300461 + Penalty 3468.044768 = -3893031.255693
  nChanged 152
		SP:Iteration 17Q (14933.130000 sec): 3 clusters
  Score: Raw -3896515.533959 + Penalty 3468.044768 = -3893047.489192
  nChanged 128
		SP:Iteration 18Q (14933.640000 sec): 3 clusters
  Score: Raw -3896527.288105 + Penalty 3468.044768 = -3893059.243337
  nChanged 110
		SP:Iteration 19Q (14934.060000 sec): 3 clusters
  Score: Raw -3896537.109497 + Penalty 3468.044768 = -3893069.064730
  nChanged 96
		SP:Iteration 20F (14934.560000 sec): 3 clusters
  Score: Raw -3896544.509275 + Penalty 3468.044768 = -3893076.464508
  nChanged 74
		SP:Iteration 21Q (14935.040000 sec): 3 clusters
  Score: Raw -3896549.079336 + Penalty 3468.044768 = -3893081.034569
  nChanged 56
		SP:Iteration 22Q (14935.600000 sec): 3 clusters
  Score: Raw -3896551.809434 + Penalty 3468.044768 = -3893083.764666
  nChanged 45
		SP:Iteration 23Q (14936.040000 sec): 3 clusters
  Score: Raw -3896553.553998 + Penalty 3468.044768 = -3893085.509231
  nChanged 29
		SP:Iteration 24Q (14936.500000 sec): 3 clusters
  Score: Raw -3896554.438753 + Penalty 3468.044768 = -3893086.393985
  nChanged 23
		SP:Iteration 25Q (14936.990000 sec): 3 clusters
  Score: Raw -3896555.373278 + Penalty 3468.044768 = -3893087.328511
  nChanged 20
		SP:Iteration 26Q (14937.510000 sec): 3 clusters
  Score: Raw -3896556.278082 + Penalty 3468.044768 = -3893088.233315
  nChanged 28
		SP:Iteration 27Q (14937.960000 sec): 3 clusters
  Score: Raw -3896557.444100 + Penalty 3468.044768 = -3893089.399332
  nChanged 28
		SP:Iteration 28Q (14938.490000 sec): 3 clusters
  Score: Raw -3896558.493397 + Penalty 3468.044768 = -3893090.448629
  nChanged 22
		SP:Iteration 29Q (14938.880000 sec): 3 clusters
  Score: Raw -3896559.411451 + Penalty 3468.044768 = -3893091.366683
  nChanged 22
		SP:Iteration 30Q (14939.410000 sec): 3 clusters
  Score: Raw -3896560.195811 + Penalty 3468.044768 = -3893092.151043
  nChanged 21
		SP:Iteration 31Q (14939.810000 sec): 3 clusters
  Score: Raw -3896560.943388 + Penalty 3468.044768 = -3893092.898621
  nChanged 20
		SP:Iteration 32Q (14940.310000 sec): 3 clusters
  Score: Raw -3896561.654894 + Penalty 3468.044768 = -3893093.610127
  nChanged 16
		SP:Iteration 33Q (14940.730000 sec): 3 clusters
  Score: Raw -3896562.133710 + Penalty 3468.044768 = -3893094.088942
  nChanged 9
		SP:Iteration 34Q (14941.200000 sec): 3 clusters
  Score: Raw -3896562.349752 + Penalty 3468.044768 = -3893094.304985
  nChanged 8
		SP:Iteration 35Q (14941.650000 sec): 3 clusters
  Score: Raw -3896562.582217 + Penalty 3468.044768 = -3893094.537449
  nChanged 12
		SP:Iteration 36Q (14942.150000 sec): 3 clusters
  Score: Raw -3896562.861718 + Penalty 3468.044768 = -3893094.816951
  nChanged 13
		SP:Iteration 37Q (14942.550000 sec): 3 clusters
  Score: Raw -3896563.190418 + Penalty 3468.044768 = -3893095.145650
  nChanged 12
		SP:Iteration 38Q (14942.980000 sec): 3 clusters
  Score: Raw -3896563.559977 + Penalty 3468.044768 = -3893095.515209
  nChanged 14
		SP:Iteration 39Q (14943.320000 sec): 3 clusters
  Score: Raw -3896564.041015 + Penalty 3468.044768 = -3893095.996247
  nChanged 9
		SP:Iteration 40F (14943.770000 sec): 3 clusters
  Score: Raw -3896564.221508 + Penalty 3468.044768 = -3893096.176740
  nChanged 8
		SP:Iteration 41Q (14944.260000 sec): 3 clusters
  Score: Raw -3896564.464887 + Penalty 3468.044768 = -3893096.420119
  nChanged 12
		SP:Iteration 42Q (14944.710000 sec): 3 clusters
  Score: Raw -3896564.807970 + Penalty 3468.044768 = -3893096.763202
  nChanged 10
		SP:Iteration 43Q (14945.210000 sec): 3 clusters
  Score: Raw -3896565.047538 + Penalty 3468.044768 = -3893097.002770
  nChanged 9
		SP:Iteration 44Q (14945.630000 sec): 3 clusters
  Score: Raw -3896565.349377 + Penalty 3468.044768 = -3893097.304609
  nChanged 10
		SP:Iteration 45Q (14946.150000 sec): 3 clusters
  Score: Raw -3896565.619521 + Penalty 3468.044768 = -3893097.574753
  nChanged 6
		SP:Iteration 46Q (14946.530000 sec): 3 clusters
  Score: Raw -3896565.800715 + Penalty 3468.044768 = -3893097.755947
  nChanged 8
		SP:Iteration 47Q (14946.980000 sec): 3 clusters
  Score: Raw -3896566.034037 + Penalty 3468.044768 = -3893097.989270
  nChanged 7
		SP:Iteration 48Q (14947.440000 sec): 3 clusters
  Score: Raw -3896566.332442 + Penalty 3468.044768 = -3893098.287674
  nChanged 10
		SP:Iteration 49Q (14947.970000 sec): 3 clusters
  Score: Raw -3896566.707188 + Penalty 3468.044768 = -3893098.662421
  nChanged 11
		SP:Iteration 50Q (14948.360000 sec): 3 clusters
  Score: Raw -3896567.049211 + Penalty 3468.044768 = -3893099.004443
  nChanged 14
		SP:Iteration 51Q (14948.860000 sec): 3 clusters
  Score: Raw -3896567.437718 + Penalty 3468.044768 = -3893099.392951
  nChanged 10
		SP:Iteration 52Q (14949.310000 sec): 3 clusters
  Score: Raw -3896567.707208 + Penalty 3468.044768 = -3893099.662440
  nChanged 13
		SP:Iteration 53Q (14949.830000 sec): 3 clusters
  Score: Raw -3896568.206572 + Penalty 3468.044768 = -3893100.161804
  nChanged 13
		SP:Iteration 54Q (14950.220000 sec): 3 clusters
  Score: Raw -3896568.740128 + Penalty 3468.044768 = -3893100.695360
  nChanged 15
		SP:Iteration 55Q (14950.700000 sec): 3 clusters
  Score: Raw -3896569.164302 + Penalty 3468.044768 = -3893101.119535
  nChanged 10
		SP:Iteration 56Q (14951.230000 sec): 3 clusters
  Score: Raw -3896569.451813 + Penalty 3468.044768 = -3893101.407046
  nChanged 9
		SP:Iteration 57Q (14951.700000 sec): 3 clusters
  Score: Raw -3896569.670398 + Penalty 3468.044768 = -3893101.625631
  nChanged 9
		SP:Iteration 58Q (14952.070000 sec): 3 clusters
  Score: Raw -3896569.895148 + Penalty 3468.044768 = -3893101.850380
  nChanged 7
		SP:Iteration 59Q (14952.500000 sec): 3 clusters
  Score: Raw -3896570.129594 + Penalty 3468.044768 = -3893102.084826
  nChanged 7
		SP:Iteration 60F (14952.930000 sec): 3 clusters
  Score: Raw -3896570.313672 + Penalty 3468.044768 = -3893102.268905
  nChanged 5
		SP:Iteration 61Q (14953.400000 sec): 3 clusters
  Score: Raw -3896570.394836 + Penalty 3468.044768 = -3893102.350069
  nChanged 1
		SP:Iteration 62Q (14953.910000 sec): 3 clusters
  Score: Raw -3896570.404451 + Penalty 3468.044768 = -3893102.359683
  nChanged 0
		SP:Iteration 63F (14954.430000 sec): 3 clusters
  Score: Raw -3896570.404451 + Penalty 3468.044768 = -3893102.359683
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 106.
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 41 (1375 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14954.560000 sec): 2 clusters
  Score: Raw -116284.354970 + Penalty 1174.258964 = -115110.096006
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14954.690000 sec): 3 clusters
  Score: Raw -115743.240014 + Penalty 2348.517928 = -113394.722086
  nChanged 464
		SP:Iteration 1F (14954.830000 sec): 3 clusters
  Score: Raw -116078.609064 + Penalty 2348.517928 = -113730.091135
  nChanged 100
		SP:Iteration 2F (14954.970000 sec): 3 clusters
  Score: Raw -116164.733423 + Penalty 2348.517928 = -113816.215495
  nChanged 59
		SP:Iteration 3Q (14955.110000 sec): 3 clusters
  Score: Raw -116217.709550 + Penalty 2348.517928 = -113869.191622
  nChanged 41
		SP:Iteration 4Q (14955.250000 sec): 3 clusters
  Score: Raw -116259.285435 + Penalty 2348.517928 = -113910.767507
  nChanged 29
		SP:Iteration 5Q (14955.460000 sec): 3 clusters
  Score: Raw -116288.659324 + Penalty 2348.517928 = -113940.141396
  nChanged 26
		SP:Iteration 6Q (14955.660000 sec): 3 clusters
  Score: Raw -116312.451710 + Penalty 2348.517928 = -113963.933782
  nChanged 20
		SP:Iteration 7Q (14955.830000 sec): 3 clusters
  Score: Raw -116327.652636 + Penalty 2348.517928 = -113979.134708
  nChanged 19
		SP:Iteration 8Q (14956.000000 sec): 3 clusters
  Score: Raw -116339.507058 + Penalty 2348.517928 = -113990.989129
  nChanged 8
		SP:Iteration 9Q (14956.170000 sec): 3 clusters
  Score: Raw -116344.186458 + Penalty 2348.517928 = -113995.668530
  nChanged 11
		SP:Iteration 10Q (14956.290000 sec): 3 clusters
  Score: Raw -116352.212156 + Penalty 2348.517928 = -114003.694228
  nChanged 12
		SP:Iteration 11Q (14956.470000 sec): 3 clusters
  Score: Raw -116360.676117 + Penalty 2348.517928 = -114012.158188
  nChanged 6
		SP:Iteration 12Q (14956.670000 sec): 3 clusters
  Score: Raw -116362.825817 + Penalty 2348.517928 = -114014.307888
  nChanged 4
		SP:Iteration 13Q (14956.810000 sec): 3 clusters
  Score: Raw -116364.937113 + Penalty 2348.517928 = -114016.419185
  nChanged 2
		SP:Iteration 14Q (14956.900000 sec): 3 clusters
  Score: Raw -116366.358408 + Penalty 2348.517928 = -114017.840480
  nChanged 3
		SP:Iteration 15Q (14957.040000 sec): 3 clusters
  Score: Raw -116368.008914 + Penalty 2348.517928 = -114019.490986
  nChanged 2
		SP:Iteration 16Q (14957.190000 sec): 3 clusters
  Score: Raw -116368.680776 + Penalty 2348.517928 = -114020.162847
  nChanged 2
		SP:Iteration 17Q (14957.350000 sec): 3 clusters
  Score: Raw -116369.542446 + Penalty 2348.517928 = -114021.024518
  nChanged 1
		SP:Iteration 18Q (14957.510000 sec): 3 clusters
  Score: Raw -116369.772709 + Penalty 2348.517928 = -114021.254781
  nChanged 1
		SP:Iteration 19Q (14957.680000 sec): 3 clusters
  Score: Raw -116370.810631 + Penalty 2348.517928 = -114022.292703
  nChanged 1
		SP:Iteration 20F (14957.860000 sec): 3 clusters
  Score: Raw -116371.060090 + Penalty 2348.517928 = -114022.542161
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 42 (1513 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14957.950000 sec): 2 clusters
  Score: Raw -110593.966593 + Penalty 1189.800578 = -109404.166014
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14958.090000 sec): 3 clusters
  Score: Raw -110010.962398 + Penalty 2379.601157 = -107631.361241
  nChanged 517
		SP:Iteration 1F (14958.280000 sec): 3 clusters
  Score: Raw -110421.924499 + Penalty 2379.601157 = -108042.323342
  nChanged 145
		SP:Iteration 2F (14958.390000 sec): 3 clusters
  Score: Raw -110564.796216 + Penalty 2379.601157 = -108185.195059
  nChanged 92
		SP:Iteration 3F (14958.530000 sec): 3 clusters
  Score: Raw -110654.798221 + Penalty 2379.601157 = -108275.197064
  nChanged 53
		SP:Iteration 4Q (14958.690000 sec): 3 clusters
  Score: Raw -110718.917991 + Penalty 2379.601157 = -108339.316834
  nChanged 55
		SP:Iteration 5Q (14958.850000 sec): 3 clusters
  Score: Raw -110803.250836 + Penalty 2379.601157 = -108423.649679
  nChanged 56
		SP:Iteration 6Q (14959.010000 sec): 3 clusters
  Score: Raw -110877.240434 + Penalty 2379.601157 = -108497.639277
  nChanged 56
		SP:Iteration 7Q (14959.170000 sec): 3 clusters
  Score: Raw -110957.334523 + Penalty 2379.601157 = -108577.733366
  nChanged 50
		SP:Iteration 8Q (14959.380000 sec): 3 clusters
  Score: Raw -111006.957018 + Penalty 2379.601157 = -108627.355861
  nChanged 47
		SP:Iteration 9Q (14959.520000 sec): 3 clusters
  Score: Raw -111054.250628 + Penalty 2379.601157 = -108674.649471
  nChanged 38
		SP:Iteration 10Q (14959.660000 sec): 3 clusters
  Score: Raw -111087.642073 + Penalty 2379.601157 = -108708.040916
  nChanged 32
		SP:Iteration 11Q (14959.790000 sec): 3 clusters
  Score: Raw -111119.802033 + Penalty 2379.601157 = -108740.200876
  nChanged 32
		SP:Iteration 12Q (14959.970000 sec): 3 clusters
  Score: Raw -111159.679672 + Penalty 2379.601157 = -108780.078515
  nChanged 26
		SP:Iteration 13Q (14960.140000 sec): 3 clusters
  Score: Raw -111192.429754 + Penalty 2379.601157 = -108812.828597
  nChanged 26
		SP:Iteration 14Q (14960.320000 sec): 3 clusters
  Score: Raw -111235.254547 + Penalty 2379.601157 = -108855.653390
  nChanged 33
		SP:Iteration 15Q (14960.490000 sec): 3 clusters
  Score: Raw -111304.263506 + Penalty 2379.601157 = -108924.662349
  nChanged 33
		SP:Iteration 16Q (14960.670000 sec): 3 clusters
  Score: Raw -111339.741028 + Penalty 2379.601157 = -108960.139871
  nChanged 25
		SP:Iteration 17Q (14960.860000 sec): 3 clusters
  Score: Raw -111361.271884 + Penalty 2379.601157 = -108981.670727
  nChanged 16
		SP:Iteration 18Q (14961.010000 sec): 3 clusters
  Score: Raw -111377.486384 + Penalty 2379.601157 = -108997.885227
  nChanged 17
		SP:Iteration 19Q (14961.110000 sec): 3 clusters
  Score: Raw -111395.941985 + Penalty 2379.601157 = -109016.340828
  nChanged 9
		SP:Iteration 20F (14961.270000 sec): 3 clusters
  Score: Raw -111403.184992 + Penalty 2379.601157 = -109023.583835
  nChanged 9
		SP:Iteration 21Q (14961.450000 sec): 3 clusters
  Score: Raw -111412.756378 + Penalty 2379.601157 = -109033.155221
  nChanged 11
		SP:Iteration 22Q (14961.630000 sec): 3 clusters
  Score: Raw -111426.059792 + Penalty 2379.601157 = -109046.458635
  nChanged 13
		SP:Iteration 23Q (14961.800000 sec): 3 clusters
  Score: Raw -111435.280022 + Penalty 2379.601157 = -109055.678865
  nChanged 5
		SP:Iteration 24Q (14961.980000 sec): 3 clusters
  Score: Raw -111440.409896 + Penalty 2379.601157 = -109060.808739
  nChanged 2
		SP:Iteration 25Q (14962.150000 sec): 3 clusters
  Score: Raw -111441.192210 + Penalty 2379.601157 = -109061.591053
  nChanged 2
		SP:Iteration 26Q (14962.350000 sec): 3 clusters
  Score: Raw -111442.366877 + Penalty 2379.601157 = -109062.765720
  nChanged 3
		SP:Iteration 27Q (14962.490000 sec): 3 clusters
  Score: Raw -111443.774780 + Penalty 2379.601157 = -109064.173623
  nChanged 1
		SP:Iteration 28Q (14962.670000 sec): 3 clusters
  Score: Raw -111444.427642 + Penalty 2379.601157 = -109064.826485
  nChanged 2
		SP:Iteration 29Q (14962.840000 sec): 3 clusters
  Score: Raw -111445.639641 + Penalty 2379.601157 = -109066.038484
  nChanged 1
		SP:Iteration 30Q (14963.020000 sec): 3 clusters
  Score: Raw -111446.448676 + Penalty 2379.601157 = -109066.847519
  nChanged 0
		SP:Iteration 31F (14963.190000 sec): 3 clusters
  Score: Raw -111446.448676 + Penalty 2379.601157 = -109066.847519
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 43 (587 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14963.280000 sec): 2 clusters
  Score: Raw -49679.545320 + Penalty 1035.941533 = -48643.603787
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14963.450000 sec): 3 clusters
  Score: Raw -49567.007726 + Penalty 2071.883066 = -47495.124659
  nChanged 143
		SP:Iteration 1F (14963.640000 sec): 3 clusters
  Score: Raw -49745.820297 + Penalty 2071.883066 = -47673.937231
  nChanged 36
		SP:Iteration 2F (14963.770000 sec): 3 clusters
  Score: Raw -49800.938620 + Penalty 2071.883066 = -47729.055553
  nChanged 27
		SP:Iteration 3Q (14963.880000 sec): 3 clusters
  Score: Raw -49843.588055 + Penalty 2071.883066 = -47771.704988
  nChanged 14
		SP:Iteration 4Q (14964.010000 sec): 3 clusters
  Score: Raw -49862.967836 + Penalty 2071.883066 = -47791.084770
  nChanged 7
		SP:Iteration 5Q (14964.170000 sec): 3 clusters
  Score: Raw -49869.526284 + Penalty 2071.883066 = -47797.643218
  nChanged 5
		SP:Iteration 6Q (14964.330000 sec): 3 clusters
  Score: Raw -49875.570605 + Penalty 2071.883066 = -47803.687539
  nChanged 4
		SP:Iteration 7Q (14964.490000 sec): 3 clusters
  Score: Raw -49882.108943 + Penalty 2071.883066 = -47810.225877
  nChanged 5
		SP:Iteration 8Q (14964.650000 sec): 3 clusters
  Score: Raw -49891.408965 + Penalty 2071.883066 = -47819.525898
  nChanged 8
		SP:Iteration 9Q (14964.810000 sec): 3 clusters
  Score: Raw -49904.913454 + Penalty 2071.883066 = -47833.030388
  nChanged 4
		SP:Iteration 10Q (14965.020000 sec): 3 clusters
  Score: Raw -49919.842274 + Penalty 2071.883066 = -47847.959207
  nChanged 6
		SP:Iteration 11Q (14965.140000 sec): 3 clusters
  Score: Raw -49940.150523 + Penalty 2071.883066 = -47868.267456
  nChanged 10
		SP:Iteration 12Q (14965.290000 sec): 3 clusters
  Score: Raw -49977.058280 + Penalty 2071.883066 = -47905.175214
  nChanged 9
		SP:Iteration 13Q (14965.450000 sec): 3 clusters
  Score: Raw -50022.787067 + Penalty 2071.883066 = -47950.904001
  nChanged 13
		SP:Iteration 14Q (14965.610000 sec): 3 clusters
  Score: Raw -50122.948341 + Penalty 2071.883066 = -48051.065275
  nChanged 18
		SP:Iteration 15Q (14965.770000 sec): 3 clusters
  Score: Raw -50187.694859 + Penalty 2071.883066 = -48115.811792
  nChanged 15
		SP:Iteration 16Q (14965.930000 sec): 3 clusters
  Score: Raw -50212.730260 + Penalty 2071.883066 = -48140.847193
  nChanged 11
		SP:Iteration 17Q (14966.150000 sec): 3 clusters
  Score: Raw -50235.440416 + Penalty 2071.883066 = -48163.557350
  nChanged 5
		SP:Iteration 18Q (14966.290000 sec): 3 clusters
  Score: Raw -50241.129166 + Penalty 2071.883066 = -48169.246099
  nChanged 6
		SP:Iteration 19Q (14966.410000 sec): 3 clusters
  Score: Raw -50248.196599 + Penalty 2071.883066 = -48176.313532
  nChanged 2
		SP:Iteration 20F (14966.570000 sec): 3 clusters
  Score: Raw -50250.531728 + Penalty 2071.883066 = -48178.648662
  nChanged 1
		SP:Iteration 21Q (14966.740000 sec): 3 clusters
  Score: Raw -50252.875920 + Penalty 2071.883066 = -48180.992854
  nChanged 1
		SP:Iteration 22Q (14966.920000 sec): 3 clusters
  Score: Raw -50256.470075 + Penalty 2071.883066 = -48184.587008
  nChanged 2
		SP:Iteration 23Q (14967.090000 sec): 3 clusters
  Score: Raw -50263.684994 + Penalty 2071.883066 = -48191.801928
  nChanged 1
		SP:Iteration 24Q (14967.270000 sec): 3 clusters
  Score: Raw -50270.051997 + Penalty 2071.883066 = -48198.168931
  nChanged 2
		SP:Iteration 25Q (14967.480000 sec): 3 clusters
  Score: Raw -50273.354248 + Penalty 2071.883066 = -48201.471182
  nChanged 0
		SP:Iteration 26F (14967.610000 sec): 3 clusters
  Score: Raw -50273.354248 + Penalty 2071.883066 = -48201.471182
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 44 (3526 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14967.690000 sec): 2 clusters
  Score: Raw -289533.621253 + Penalty 1327.286896 = -288206.334356
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14967.870000 sec): 3 clusters
  Score: Raw -287816.359068 + Penalty 2654.573793 = -285161.785276
  nChanged 1369
		SP:Iteration 1F (14968.050000 sec): 3 clusters
  Score: Raw -288633.261306 + Penalty 2654.573793 = -285978.687513
  nChanged 283
		SP:Iteration 2F (14968.220000 sec): 3 clusters
  Score: Raw -288815.688850 + Penalty 2654.573793 = -286161.115057
  nChanged 201
		SP:Iteration 3F (14968.400000 sec): 3 clusters
  Score: Raw -288945.378164 + Penalty 2654.573793 = -286290.804371
  nChanged 144
		SP:Iteration 4Q (14968.600000 sec): 3 clusters
  Score: Raw -289055.833645 + Penalty 2654.573793 = -286401.259852
  nChanged 159
		SP:Iteration 5Q (14968.770000 sec): 3 clusters
  Score: Raw -289180.087094 + Penalty 2654.573793 = -286525.513301
  nChanged 160
		SP:Iteration 6Q (14968.930000 sec): 3 clusters
  Score: Raw -289332.760342 + Penalty 2654.573793 = -286678.186549
  nChanged 180
		SP:Iteration 7F (14969.050000 sec): 3 clusters
  Score: Raw -289531.402814 + Penalty 2654.573793 = -286876.829021
  nChanged 189
		SP:Iteration 8F (14969.200000 sec): 3 clusters
  Score: Raw -289748.250627 + Penalty 2654.573793 = -287093.676834
  nChanged 179
		SP:Iteration 9F (14969.340000 sec): 3 clusters
  Score: Raw -289986.184908 + Penalty 2654.573793 = -287331.611115
  nChanged 179
		SP:Iteration 10F (14969.490000 sec): 3 clusters
  Score: Raw -290263.108670 + Penalty 2654.573793 = -287608.534877
  nChanged 165
		SP:Iteration 11Q (14969.630000 sec): 3 clusters
  Score: Raw -290543.068791 + Penalty 2654.573793 = -287888.494998
  nChanged 133
		SP:Iteration 12Q (14969.770000 sec): 3 clusters
  Score: Raw -290705.778334 + Penalty 2654.573793 = -288051.204541
  nChanged 71
		SP:Iteration 13Q (14969.930000 sec): 3 clusters
  Score: Raw -290772.154769 + Penalty 2654.573793 = -288117.580976
  nChanged 40
		SP:Iteration 14Q (14970.080000 sec): 3 clusters
  Score: Raw -290809.913780 + Penalty 2654.573793 = -288155.339987
  nChanged 38
		SP:Iteration 15Q (14970.230000 sec): 3 clusters
  Score: Raw -290843.854364 + Penalty 2654.573793 = -288189.280571
  nChanged 31
		SP:Iteration 16Q (14970.370000 sec): 3 clusters
  Score: Raw -290872.067607 + Penalty 2654.573793 = -288217.493814
  nChanged 33
		SP:Iteration 17Q (14970.530000 sec): 3 clusters
  Score: Raw -290900.251751 + Penalty 2654.573793 = -288245.677958
  nChanged 29
		SP:Iteration 18Q (14970.690000 sec): 3 clusters
  Score: Raw -290931.823406 + Penalty 2654.573793 = -288277.249613
  nChanged 36
		SP:Iteration 19Q (14970.850000 sec): 3 clusters
  Score: Raw -290972.080616 + Penalty 2654.573793 = -288317.506823
  nChanged 27
		SP:Iteration 20F (14971.020000 sec): 3 clusters
  Score: Raw -290998.487354 + Penalty 2654.573793 = -288343.913561
  nChanged 19
		SP:Iteration 21Q (14971.190000 sec): 3 clusters
  Score: Raw -291012.910735 + Penalty 2654.573793 = -288358.336942
  nChanged 14
		SP:Iteration 22Q (14971.360000 sec): 3 clusters
  Score: Raw -291027.546291 + Penalty 2654.573793 = -288372.972498
  nChanged 15
		SP:Iteration 23Q (14971.500000 sec): 3 clusters
  Score: Raw -291040.207479 + Penalty 2654.573793 = -288385.633686
  nChanged 11
		SP:Iteration 24Q (14971.640000 sec): 3 clusters
  Score: Raw -291046.301388 + Penalty 2654.573793 = -288391.727595
  nChanged 6
		SP:Iteration 25Q (14971.800000 sec): 3 clusters
  Score: Raw -291048.232949 + Penalty 2654.573793 = -288393.659156
  nChanged 4
		SP:Iteration 26Q (14971.960000 sec): 3 clusters
  Score: Raw -291050.488947 + Penalty 2654.573793 = -288395.915154
  nChanged 4
		SP:Iteration 27Q (14972.130000 sec): 3 clusters
  Score: Raw -291051.780855 + Penalty 2654.573793 = -288397.207062
  nChanged 0
		SP:Iteration 28F (14972.340000 sec): 3 clusters
  Score: Raw -291051.780855 + Penalty 2654.573793 = -288397.207062
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 107.
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 45 (5613 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14972.410000 sec): 2 clusters
  Score: Raw -529937.685258 + Penalty 1402.836600 = -528534.848658
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14972.570000 sec): 3 clusters
  Score: Raw -527000.175357 + Penalty 2805.673200 = -524194.502157
  nChanged 2292
		SP:Iteration 1F (14972.720000 sec): 3 clusters
  Score: Raw -528192.594501 + Penalty 2805.673200 = -525386.921301
  nChanged 390
		SP:Iteration 2F (14972.880000 sec): 3 clusters
  Score: Raw -528366.659454 + Penalty 2805.673200 = -525560.986254
  nChanged 305
		SP:Iteration 3F (14973.030000 sec): 3 clusters
  Score: Raw -528501.826944 + Penalty 2805.673200 = -525696.153745
  nChanged 224
		SP:Iteration 4Q (14973.230000 sec): 3 clusters
  Score: Raw -528598.943369 + Penalty 2805.673200 = -525793.270169
  nChanged 204
		SP:Iteration 5Q (14973.440000 sec): 3 clusters
  Score: Raw -528682.616191 + Penalty 2805.673200 = -525876.942991
  nChanged 172
		SP:Iteration 6Q (14973.650000 sec): 3 clusters
  Score: Raw -528763.103282 + Penalty 2805.673200 = -525957.430083
  nChanged 178
		SP:Iteration 7Q (14973.810000 sec): 3 clusters
  Score: Raw -528836.501777 + Penalty 2805.673200 = -526030.828577
  nChanged 178
		SP:Iteration 8Q (14973.970000 sec): 3 clusters
  Score: Raw -528928.133160 + Penalty 2805.673200 = -526122.459960
  nChanged 211
		SP:Iteration 9Q (14974.130000 sec): 3 clusters
  Score: Raw -529040.248253 + Penalty 2805.673200 = -526234.575053
  nChanged 205
		SP:Iteration 10Q (14974.290000 sec): 3 clusters
  Score: Raw -529161.405982 + Penalty 2805.673200 = -526355.732782
  nChanged 199
		SP:Iteration 11Q (14974.510000 sec): 3 clusters
  Score: Raw -529271.918714 + Penalty 2805.673200 = -526466.245514
  nChanged 180
		SP:Iteration 12Q (14974.690000 sec): 3 clusters
  Score: Raw -529360.163829 + Penalty 2805.673200 = -526554.490629
  nChanged 174
		SP:Iteration 13Q (14974.850000 sec): 3 clusters
  Score: Raw -529439.017076 + Penalty 2805.673200 = -526633.343876
  nChanged 176
		SP:Iteration 14Q (14975.020000 sec): 3 clusters
  Score: Raw -529527.138270 + Penalty 2805.673200 = -526721.465071
  nChanged 146
		SP:Iteration 15Q (14975.190000 sec): 3 clusters
  Score: Raw -529586.978922 + Penalty 2805.673200 = -526781.305722
  nChanged 103
		SP:Iteration 16Q (14975.360000 sec): 3 clusters
  Score: Raw -529630.679012 + Penalty 2805.673200 = -526825.005812
  nChanged 106
		SP:Iteration 17Q (14975.530000 sec): 3 clusters
  Score: Raw -529670.831367 + Penalty 2805.673200 = -526865.158167
  nChanged 79
		SP:Iteration 18Q (14975.730000 sec): 3 clusters
  Score: Raw -529700.112790 + Penalty 2805.673200 = -526894.439590
  nChanged 89
		SP:Iteration 19Q (14975.950000 sec): 3 clusters
  Score: Raw -529737.862353 + Penalty 2805.673200 = -526932.189154
  nChanged 76
		SP:Iteration 20F (14976.110000 sec): 3 clusters
  Score: Raw -529769.352941 + Penalty 2805.673200 = -526963.679741
  nChanged 75
		SP:Iteration 21Q (14976.290000 sec): 3 clusters
  Score: Raw -529800.255781 + Penalty 2805.673200 = -526994.582581
  nChanged 74
		SP:Iteration 22Q (14976.450000 sec): 3 clusters
  Score: Raw -529831.786303 + Penalty 2805.673200 = -527026.113103
  nChanged 70
		SP:Iteration 23Q (14976.620000 sec): 3 clusters
  Score: Raw -529856.895393 + Penalty 2805.673200 = -527051.222193
  nChanged 50
		SP:Iteration 24Q (14976.790000 sec): 3 clusters
  Score: Raw -529878.065812 + Penalty 2805.673200 = -527072.392612
  nChanged 42
		SP:Iteration 25Q (14977.000000 sec): 3 clusters
  Score: Raw -529893.896244 + Penalty 2805.673200 = -527088.223044
  nChanged 35
		SP:Iteration 26Q (14977.140000 sec): 3 clusters
  Score: Raw -529906.269124 + Penalty 2805.673200 = -527100.595924
  nChanged 32
		SP:Iteration 27Q (14977.330000 sec): 3 clusters
  Score: Raw -529921.575393 + Penalty 2805.673200 = -527115.902193
  nChanged 28
		SP:Iteration 28Q (14977.490000 sec): 3 clusters
  Score: Raw -529934.798245 + Penalty 2805.673200 = -527129.125046
  nChanged 34
		SP:Iteration 29Q (14977.660000 sec): 3 clusters
  Score: Raw -529949.190529 + Penalty 2805.673200 = -527143.517329
  nChanged 26
		SP:Iteration 30Q (14977.830000 sec): 3 clusters
  Score: Raw -529958.988352 + Penalty 2805.673200 = -527153.315152
  nChanged 18
		SP:Iteration 31Q (14978.000000 sec): 3 clusters
  Score: Raw -529964.414748 + Penalty 2805.673200 = -527158.741548
  nChanged 15
		SP:Iteration 32Q (14978.100000 sec): 3 clusters
  Score: Raw -529969.227036 + Penalty 2805.673200 = -527163.553836
  nChanged 21
		SP:Iteration 33Q (14978.290000 sec): 3 clusters
  Score: Raw -529977.775039 + Penalty 2805.673200 = -527172.101839
  nChanged 25
		SP:Iteration 34Q (14978.450000 sec): 3 clusters
  Score: Raw -529986.432730 + Penalty 2805.673200 = -527180.759530
  nChanged 15
		SP:Iteration 35Q (14978.650000 sec): 3 clusters
  Score: Raw -529991.585246 + Penalty 2805.673200 = -527185.912046
  nChanged 14
		SP:Iteration 36Q (14978.800000 sec): 3 clusters
  Score: Raw -529997.586081 + Penalty 2805.673200 = -527191.912882
  nChanged 18
		SP:Iteration 37Q (14978.960000 sec): 3 clusters
  Score: Raw -530005.611583 + Penalty 2805.673200 = -527199.938383
  nChanged 14
		SP:Iteration 38Q (14979.120000 sec): 3 clusters
  Score: Raw -530011.309291 + Penalty 2805.673200 = -527205.636091
  nChanged 12
		SP:Iteration 39Q (14979.320000 sec): 3 clusters
  Score: Raw -530015.937187 + Penalty 2805.673200 = -527210.263987
  nChanged 16
		SP:Iteration 40F (14979.450000 sec): 3 clusters
  Score: Raw -530021.291593 + Penalty 2805.673200 = -527215.618393
  nChanged 13
		SP:Iteration 41Q (14979.600000 sec): 3 clusters
  Score: Raw -530026.923749 + Penalty 2805.673200 = -527221.250549
  nChanged 14
		SP:Iteration 42Q (14979.750000 sec): 3 clusters
  Score: Raw -530031.437099 + Penalty 2805.673200 = -527225.763900
  nChanged 13
		SP:Iteration 43Q (14979.910000 sec): 3 clusters
  Score: Raw -530036.648701 + Penalty 2805.673200 = -527230.975501
  nChanged 10
		SP:Iteration 44Q (14980.070000 sec): 3 clusters
  Score: Raw -530040.335364 + Penalty 2805.673200 = -527234.662165
  nChanged 10
		SP:Iteration 45Q (14980.220000 sec): 3 clusters
  Score: Raw -530043.756284 + Penalty 2805.673200 = -527238.083084
  nChanged 6
		SP:Iteration 46Q (14980.470000 sec): 3 clusters
  Score: Raw -530045.206002 + Penalty 2805.673200 = -527239.532802
  nChanged 7
		SP:Iteration 47Q (14980.600000 sec): 3 clusters
  Score: Raw -530047.065912 + Penalty 2805.673200 = -527241.392712
  nChanged 3
		SP:Iteration 48Q (14980.770000 sec): 3 clusters
  Score: Raw -530048.445572 + Penalty 2805.673200 = -527242.772373
  nChanged 5
		SP:Iteration 49Q (14980.940000 sec): 3 clusters
  Score: Raw -530049.378926 + Penalty 2805.673200 = -527243.705726
  nChanged 0
		SP:Iteration 50F (14981.110000 sec): 3 clusters
  Score: Raw -530049.378926 + Penalty 2805.673200 = -527243.705726
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 46 (2733 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14981.210000 sec): 2 clusters
  Score: Raw -251267.911918 + Penalty 1285.887718 = -249982.024201
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14981.420000 sec): 3 clusters
  Score: Raw -249989.141215 + Penalty 2571.775435 = -247417.365780
  nChanged 1029
		SP:Iteration 1F (14981.580000 sec): 3 clusters
  Score: Raw -250582.307288 + Penalty 2571.775435 = -248010.531853
  nChanged 204
		SP:Iteration 2F (14981.710000 sec): 3 clusters
  Score: Raw -250730.177368 + Penalty 2571.775435 = -248158.401933
  nChanged 170
		SP:Iteration 3F (14981.850000 sec): 3 clusters
  Score: Raw -250856.551607 + Penalty 2571.775435 = -248284.776172
  nChanged 132
		SP:Iteration 4Q (14982.020000 sec): 3 clusters
  Score: Raw -250948.835975 + Penalty 2571.775435 = -248377.060540
  nChanged 106
		SP:Iteration 5Q (14982.200000 sec): 3 clusters
  Score: Raw -251029.321493 + Penalty 2571.775435 = -248457.546058
  nChanged 115
		SP:Iteration 6Q (14982.370000 sec): 3 clusters
  Score: Raw -251120.884680 + Penalty 2571.775435 = -248549.109245
  nChanged 107
		SP:Iteration 7Q (14982.550000 sec): 3 clusters
  Score: Raw -251191.623342 + Penalty 2571.775435 = -248619.847907
  nChanged 85
		SP:Iteration 8Q (14982.730000 sec): 3 clusters
  Score: Raw -251244.781425 + Penalty 2571.775435 = -248673.005990
  nChanged 58
		SP:Iteration 9Q (14982.920000 sec): 3 clusters
  Score: Raw -251279.595042 + Penalty 2571.775435 = -248707.819607
  nChanged 48
		SP:Iteration 10Q (14983.090000 sec): 3 clusters
  Score: Raw -251305.628176 + Penalty 2571.775435 = -248733.852741
  nChanged 44
		SP:Iteration 11Q (14983.220000 sec): 3 clusters
  Score: Raw -251327.804021 + Penalty 2571.775435 = -248756.028586
  nChanged 32
		SP:Iteration 12Q (14983.400000 sec): 3 clusters
  Score: Raw -251345.854136 + Penalty 2571.775435 = -248774.078700
  nChanged 35
		SP:Iteration 13Q (14983.570000 sec): 3 clusters
  Score: Raw -251366.250755 + Penalty 2571.775435 = -248794.475319
  nChanged 27
		SP:Iteration 14Q (14983.750000 sec): 3 clusters
  Score: Raw -251381.544356 + Penalty 2571.775435 = -248809.768921
  nChanged 23
		SP:Iteration 15Q (14983.930000 sec): 3 clusters
  Score: Raw -251393.258046 + Penalty 2571.775435 = -248821.482610
  nChanged 16
		SP:Iteration 16Q (14984.100000 sec): 3 clusters
  Score: Raw -251401.301120 + Penalty 2571.775435 = -248829.525684
  nChanged 22
		SP:Iteration 17Q (14984.290000 sec): 3 clusters
  Score: Raw -251412.289563 + Penalty 2571.775435 = -248840.514128
  nChanged 23
		SP:Iteration 18Q (14984.420000 sec): 3 clusters
  Score: Raw -251422.912463 + Penalty 2571.775435 = -248851.137027
  nChanged 20
		SP:Iteration 19Q (14984.580000 sec): 3 clusters
  Score: Raw -251431.671982 + Penalty 2571.775435 = -248859.896547
  nChanged 17
		SP:Iteration 20F (14984.760000 sec): 3 clusters
  Score: Raw -251439.283317 + Penalty 2571.775435 = -248867.507882
  nChanged 17
		SP:Iteration 21Q (14984.930000 sec): 3 clusters
  Score: Raw -251448.246082 + Penalty 2571.775435 = -248876.470646
  nChanged 15
		SP:Iteration 22Q (14985.080000 sec): 3 clusters
  Score: Raw -251456.165162 + Penalty 2571.775435 = -248884.389726
  nChanged 13
		SP:Iteration 23Q (14985.240000 sec): 3 clusters
  Score: Raw -251463.850077 + Penalty 2571.775435 = -248892.074642
  nChanged 8
		SP:Iteration 24Q (14985.430000 sec): 3 clusters
  Score: Raw -251467.532094 + Penalty 2571.775435 = -248895.756658
  nChanged 8
		SP:Iteration 25Q (14985.580000 sec): 3 clusters
  Score: Raw -251477.112507 + Penalty 2571.775435 = -248905.337072
  nChanged 9
		SP:Iteration 26Q (14985.740000 sec): 3 clusters
  Score: Raw -251483.592366 + Penalty 2571.775435 = -248911.816931
  nChanged 7
		SP:Iteration 27Q (14985.920000 sec): 3 clusters
  Score: Raw -251486.895814 + Penalty 2571.775435 = -248915.120379
  nChanged 5
		SP:Iteration 28Q (14986.090000 sec): 3 clusters
  Score: Raw -251490.118571 + Penalty 2571.775435 = -248918.343135
  nChanged 6
		SP:Iteration 29Q (14986.270000 sec): 3 clusters
  Score: Raw -251493.673364 + Penalty 2571.775435 = -248921.897928
  nChanged 6
		SP:Iteration 30Q (14986.440000 sec): 3 clusters
  Score: Raw -251496.954690 + Penalty 2571.775435 = -248925.179254
  nChanged 6
		SP:Iteration 31Q (14986.620000 sec): 3 clusters
  Score: Raw -251500.128500 + Penalty 2571.775435 = -248928.353065
  nChanged 5
		SP:Iteration 32Q (14986.800000 sec): 3 clusters
  Score: Raw -251501.826889 + Penalty 2571.775435 = -248930.051454
  nChanged 1
		SP:Iteration 33Q (14986.970000 sec): 3 clusters
  Score: Raw -251502.028359 + Penalty 2571.775435 = -248930.252924
  nChanged 0
		SP:Iteration 34F (14987.160000 sec): 3 clusters
  Score: Raw -251502.028359 + Penalty 2571.775435 = -248930.252924
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 47 (1478 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14987.220000 sec): 2 clusters
  Score: Raw -116324.924742 + Penalty 1185.997329 = -115138.927413
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14987.350000 sec): 3 clusters
  Score: Raw -115761.652293 + Penalty 2371.994658 = -113389.657635
  nChanged 503
		SP:Iteration 1F (14987.510000 sec): 3 clusters
  Score: Raw -116185.967931 + Penalty 2371.994658 = -113813.973273
  nChanged 129
		SP:Iteration 2F (14987.670000 sec): 3 clusters
  Score: Raw -116350.664780 + Penalty 2371.994658 = -113978.670122
  nChanged 90
		SP:Iteration 3F (14987.860000 sec): 3 clusters
  Score: Raw -116458.243404 + Penalty 2371.994658 = -114086.248746
  nChanged 83
		SP:Iteration 4F (14988.030000 sec): 3 clusters
  Score: Raw -116553.915414 + Penalty 2371.994658 = -114181.920756
  nChanged 57
		SP:Iteration 5Q (14988.150000 sec): 3 clusters
  Score: Raw -116653.181032 + Penalty 2371.994658 = -114281.186374
  nChanged 49
		SP:Iteration 6Q (14988.310000 sec): 3 clusters
  Score: Raw -116764.872318 + Penalty 2371.994658 = -114392.877660
  nChanged 49
		SP:Iteration 7Q (14988.460000 sec): 3 clusters
  Score: Raw -116840.981539 + Penalty 2371.994658 = -114468.986881
  nChanged 36
		SP:Iteration 8Q (14988.620000 sec): 3 clusters
  Score: Raw -116888.153692 + Penalty 2371.994658 = -114516.159034
  nChanged 20
		SP:Iteration 9Q (14988.810000 sec): 3 clusters
  Score: Raw -116916.243868 + Penalty 2371.994658 = -114544.249210
  nChanged 20
		SP:Iteration 10Q (14988.980000 sec): 3 clusters
  Score: Raw -116939.497549 + Penalty 2371.994658 = -114567.502891
  nChanged 17
		SP:Iteration 11Q (14989.100000 sec): 3 clusters
  Score: Raw -116961.139117 + Penalty 2371.994658 = -114589.144459
  nChanged 14
		SP:Iteration 12Q (14989.240000 sec): 3 clusters
  Score: Raw -116973.111184 + Penalty 2371.994658 = -114601.116526
  nChanged 9
		SP:Iteration 13Q (14989.390000 sec): 3 clusters
  Score: Raw -116987.737035 + Penalty 2371.994658 = -114615.742377
  nChanged 9
		SP:Iteration 14Q (14989.530000 sec): 3 clusters
  Score: Raw -116997.025888 + Penalty 2371.994658 = -114625.031230
  nChanged 7
		SP:Iteration 15Q (14989.680000 sec): 3 clusters
  Score: Raw -117005.015664 + Penalty 2371.994658 = -114633.021006
  nChanged 5
		SP:Iteration 16Q (14989.800000 sec): 3 clusters
  Score: Raw -117012.027345 + Penalty 2371.994658 = -114640.032687
  nChanged 5
		SP:Iteration 17Q (14989.920000 sec): 3 clusters
  Score: Raw -117015.754026 + Penalty 2371.994658 = -114643.759368
  nChanged 3
		SP:Iteration 18Q (14990.080000 sec): 3 clusters
  Score: Raw -117021.690955 + Penalty 2371.994658 = -114649.696297
  nChanged 13
		SP:Iteration 19Q (14990.230000 sec): 3 clusters
  Score: Raw -117037.610260 + Penalty 2371.994658 = -114665.615602
  nChanged 11
		SP:Iteration 20F (14990.370000 sec): 3 clusters
  Score: Raw -117061.360669 + Penalty 2371.994658 = -114689.366011
  nChanged 11
		SP:Iteration 21Q (14990.520000 sec): 3 clusters
  Score: Raw -117076.123063 + Penalty 2371.994658 = -114704.128405
  nChanged 8
		SP:Iteration 22Q (14990.700000 sec): 3 clusters
  Score: Raw -117087.249961 + Penalty 2371.994658 = -114715.255303
  nChanged 9
		SP:Iteration 23Q (14990.830000 sec): 3 clusters
  Score: Raw -117095.064706 + Penalty 2371.994658 = -114723.070048
  nChanged 4
		SP:Iteration 24Q (14990.960000 sec): 3 clusters
  Score: Raw -117099.217182 + Penalty 2371.994658 = -114727.222524
  nChanged 1
		SP:Iteration 25Q (14991.030000 sec): 3 clusters
  Score: Raw -117103.002306 + Penalty 2371.994658 = -114731.007648
  nChanged 2
		SP:Iteration 26Q (14991.200000 sec): 3 clusters
  Score: Raw -117105.203993 + Penalty 2371.994658 = -114733.209335
  nChanged 1
		SP:Iteration 27Q (14991.380000 sec): 3 clusters
  Score: Raw -117105.989429 + Penalty 2371.994658 = -114733.994771
  nChanged 0
		SP:Iteration 28F (14991.560000 sec): 3 clusters
  Score: Raw -117105.989429 + Penalty 2371.994658 = -114733.994771
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 48 (2690 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14991.650000 sec): 2 clusters
  Score: Raw -216344.490648 + Penalty 1283.310677 = -215061.179972
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14991.700000 sec): 3 clusters
  Score: Raw -215092.153187 + Penalty 2566.621354 = -212525.531834
  nChanged 1031
		SP:Iteration 1F (14991.870000 sec): 3 clusters
  Score: Raw -215842.011629 + Penalty 2566.621354 = -213275.390275
  nChanged 251
		SP:Iteration 2F (14991.970000 sec): 3 clusters
  Score: Raw -216109.411709 + Penalty 2566.621354 = -213542.790355
  nChanged 181
		SP:Iteration 3F (14992.140000 sec): 3 clusters
  Score: Raw -216250.311170 + Penalty 2566.621354 = -213683.689817
  nChanged 136
		SP:Iteration 4F (14992.310000 sec): 3 clusters
  Score: Raw -216329.155525 + Penalty 2566.621354 = -213762.534171
  nChanged 76
		SP:Iteration 5Q (14992.490000 sec): 3 clusters
  Score: Raw -216368.457369 + Penalty 2566.621354 = -213801.836016
  nChanged 60
		SP:Iteration 6Q (14992.660000 sec): 3 clusters
  Score: Raw -216402.063026 + Penalty 2566.621354 = -213835.441673
  nChanged 43
		SP:Iteration 7Q (14992.870000 sec): 3 clusters
  Score: Raw -216429.887682 + Penalty 2566.621354 = -213863.266329
  nChanged 47
		SP:Iteration 8Q (14993.000000 sec): 3 clusters
  Score: Raw -216458.130544 + Penalty 2566.621354 = -213891.509190
  nChanged 56
		SP:Iteration 9Q (14993.160000 sec): 3 clusters
  Score: Raw -216489.799195 + Penalty 2566.621354 = -213923.177842
  nChanged 50
		SP:Iteration 10Q (14993.310000 sec): 3 clusters
  Score: Raw -216516.191883 + Penalty 2566.621354 = -213949.570529
  nChanged 32
		SP:Iteration 11Q (14993.470000 sec): 3 clusters
  Score: Raw -216532.104599 + Penalty 2566.621354 = -213965.483246
  nChanged 28
		SP:Iteration 12Q (14993.550000 sec): 3 clusters
  Score: Raw -216545.152152 + Penalty 2566.621354 = -213978.530799
  nChanged 24
		SP:Iteration 13Q (14993.720000 sec): 3 clusters
  Score: Raw -216555.100349 + Penalty 2566.621354 = -213988.478996
  nChanged 20
		SP:Iteration 14Q (14993.850000 sec): 3 clusters
  Score: Raw -216562.874943 + Penalty 2566.621354 = -213996.253589
  nChanged 19
		SP:Iteration 15Q (14994.010000 sec): 3 clusters
  Score: Raw -216570.380380 + Penalty 2566.621354 = -214003.759027
  nChanged 11
		SP:Iteration 16Q (14994.170000 sec): 3 clusters
  Score: Raw -216577.086141 + Penalty 2566.621354 = -214010.464787
  nChanged 17
		SP:Iteration 17Q (14994.320000 sec): 3 clusters
  Score: Raw -216584.961676 + Penalty 2566.621354 = -214018.340323
  nChanged 20
		SP:Iteration 18Q (14994.400000 sec): 3 clusters
  Score: Raw -216594.675808 + Penalty 2566.621354 = -214028.054455
  nChanged 16
		SP:Iteration 19Q (14994.550000 sec): 3 clusters
  Score: Raw -216601.864716 + Penalty 2566.621354 = -214035.243363
  nChanged 11
		SP:Iteration 20F (14994.680000 sec): 3 clusters
  Score: Raw -216607.615981 + Penalty 2566.621354 = -214040.994628
  nChanged 11
		SP:Iteration 21Q (14994.850000 sec): 3 clusters
  Score: Raw -216611.163020 + Penalty 2566.621354 = -214044.541666
  nChanged 8
		SP:Iteration 22Q (14995.030000 sec): 3 clusters
  Score: Raw -216615.367824 + Penalty 2566.621354 = -214048.746471
  nChanged 9
		SP:Iteration 23Q (14995.200000 sec): 3 clusters
  Score: Raw -216618.140166 + Penalty 2566.621354 = -214051.518812
  nChanged 11
		SP:Iteration 24Q (14995.400000 sec): 3 clusters
  Score: Raw -216621.465329 + Penalty 2566.621354 = -214054.843975
  nChanged 7
		SP:Iteration 25Q (14995.530000 sec): 3 clusters
  Score: Raw -216624.808015 + Penalty 2566.621354 = -214058.186661
  nChanged 9
		SP:Iteration 26Q (14995.700000 sec): 3 clusters
  Score: Raw -216628.367745 + Penalty 2566.621354 = -214061.746391
  nChanged 11
		SP:Iteration 27Q (14995.880000 sec): 3 clusters
  Score: Raw -216632.609393 + Penalty 2566.621354 = -214065.988039
  nChanged 8
		SP:Iteration 28Q (14996.060000 sec): 3 clusters
  Score: Raw -216635.424694 + Penalty 2566.621354 = -214068.803341
  nChanged 7
		SP:Iteration 29Q (14996.210000 sec): 3 clusters
  Score: Raw -216638.184558 + Penalty 2566.621354 = -214071.563204
  nChanged 9
		SP:Iteration 30Q (14996.390000 sec): 3 clusters
  Score: Raw -216641.818390 + Penalty 2566.621354 = -214075.197036
  nChanged 12
		SP:Iteration 31Q (14996.570000 sec): 3 clusters
  Score: Raw -216646.198001 + Penalty 2566.621354 = -214079.576647
  nChanged 7
		SP:Iteration 32Q (14996.740000 sec): 3 clusters
  Score: Raw -216648.872384 + Penalty 2566.621354 = -214082.251031
  nChanged 6
		SP:Iteration 33Q (14996.920000 sec): 3 clusters
  Score: Raw -216652.014349 + Penalty 2566.621354 = -214085.392995
  nChanged 10
		SP:Iteration 34Q (14997.100000 sec): 3 clusters
  Score: Raw -216655.763589 + Penalty 2566.621354 = -214089.142236
  nChanged 5
		SP:Iteration 35Q (14997.270000 sec): 3 clusters
  Score: Raw -216657.319567 + Penalty 2566.621354 = -214090.698214
  nChanged 4
		SP:Iteration 36Q (14997.420000 sec): 3 clusters
  Score: Raw -216658.256590 + Penalty 2566.621354 = -214091.635236
  nChanged 3
		SP:Iteration 37Q (14997.510000 sec): 3 clusters
  Score: Raw -216660.278722 + Penalty 2566.621354 = -214093.657368
  nChanged 6
		SP:Iteration 38Q (14997.640000 sec): 3 clusters
  Score: Raw -216663.002647 + Penalty 2566.621354 = -214096.381293
  nChanged 5
		SP:Iteration 39Q (14997.760000 sec): 3 clusters
  Score: Raw -216664.615029 + Penalty 2566.621354 = -214097.993676
  nChanged 2
		SP:Iteration 40F (14997.890000 sec): 3 clusters
  Score: Raw -216666.381551 + Penalty 2566.621354 = -214099.760197
  nChanged 4
		SP:Iteration 41Q (14998.010000 sec): 3 clusters
  Score: Raw -216667.348005 + Penalty 2566.621354 = -214100.726652
  nChanged 1
		SP:Iteration 42Q (14998.190000 sec): 3 clusters
  Score: Raw -216667.638637 + Penalty 2566.621354 = -214101.017284
  nChanged 0
		SP:Iteration 43F (14998.390000 sec): 3 clusters
  Score: Raw -216667.638637 + Penalty 2566.621354 = -214101.017284
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 49 (6365 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14998.480000 sec): 2 clusters
  Score: Raw -573298.258851 + Penalty 1423.267546 = -571874.991306
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14998.660000 sec): 3 clusters
  Score: Raw -569872.574592 + Penalty 2846.535091 = -567026.039501
  nChanged 2635
		SP:Iteration 1F (14998.880000 sec): 3 clusters
  Score: Raw -571457.713646 + Penalty 2846.535091 = -568611.178555
  nChanged 449
		SP:Iteration 2F (14999.050000 sec): 3 clusters
  Score: Raw -571705.770515 + Penalty 2846.535091 = -568859.235424
  nChanged 344
		SP:Iteration 3F (14999.220000 sec): 3 clusters
  Score: Raw -571936.346902 + Penalty 2846.535091 = -569089.811811
  nChanged 345
		SP:Iteration 4F (14999.470000 sec): 3 clusters
  Score: Raw -572155.895395 + Penalty 2846.535091 = -569309.360304
  nChanged 310
		SP:Iteration 5Q (14999.640000 sec): 3 clusters
  Score: Raw -572331.763662 + Penalty 2846.535091 = -569485.228571
  nChanged 251
		SP:Iteration 6Q (14999.810000 sec): 3 clusters
  Score: Raw -572458.652072 + Penalty 2846.535091 = -569612.116981
  nChanged 196
		SP:Iteration 7Q (14999.990000 sec): 3 clusters
  Score: Raw -572567.420698 + Penalty 2846.535091 = -569720.885607
  nChanged 187
		SP:Iteration 8Q (15000.190000 sec): 3 clusters
  Score: Raw -572656.183239 + Penalty 2846.535091 = -569809.648148
  nChanged 174
		SP:Iteration 9Q (15000.410000 sec): 3 clusters
  Score: Raw -572751.937881 + Penalty 2846.535091 = -569905.402790
  nChanged 190
		SP:Iteration 10Q (15000.550000 sec): 3 clusters
  Score: Raw -572869.967043 + Penalty 2846.535091 = -570023.431952
  nChanged 187
		SP:Iteration 11Q (15000.720000 sec): 3 clusters
  Score: Raw -572987.534959 + Penalty 2846.535091 = -570140.999868
  nChanged 160
		SP:Iteration 12Q (15000.890000 sec): 3 clusters
  Score: Raw -573079.930524 + Penalty 2846.535091 = -570233.395433
  nChanged 150
		SP:Iteration 13Q (15001.090000 sec): 3 clusters
  Score: Raw -573152.374736 + Penalty 2846.535091 = -570305.839645
  nChanged 135
		SP:Iteration 14Q (15001.290000 sec): 3 clusters
  Score: Raw -573217.743417 + Penalty 2846.535091 = -570371.208326
  nChanged 107
		SP:Iteration 15Q (15001.450000 sec): 3 clusters
  Score: Raw -573267.066233 + Penalty 2846.535091 = -570420.531142
  nChanged 97
		SP:Iteration 16Q (15001.570000 sec): 3 clusters
  Score: Raw -573319.409116 + Penalty 2846.535091 = -570472.874025
  nChanged 112
		SP:Iteration 17Q (15001.760000 sec): 3 clusters
  Score: Raw -573376.469666 + Penalty 2846.535091 = -570529.934575
  nChanged 105
		SP:Iteration 18Q (15001.960000 sec): 3 clusters
  Score: Raw -573432.729370 + Penalty 2846.535091 = -570586.194279
  nChanged 99
		SP:Iteration 19Q (15002.160000 sec): 3 clusters
  Score: Raw -573487.942058 + Penalty 2846.535091 = -570641.406966
  nChanged 85
		SP:Iteration 20F (15002.330000 sec): 3 clusters
  Score: Raw -573537.788597 + Penalty 2846.535091 = -570691.253506
  nChanged 89
		SP:Iteration 21Q (15002.540000 sec): 3 clusters
  Score: Raw -573584.721440 + Penalty 2846.535091 = -570738.186348
  nChanged 90
		SP:Iteration 22Q (15002.740000 sec): 3 clusters
  Score: Raw -573621.970525 + Penalty 2846.535091 = -570775.435434
  nChanged 74
		SP:Iteration 23Q (15002.970000 sec): 3 clusters
  Score: Raw -573650.024915 + Penalty 2846.535091 = -570803.489824
  nChanged 72
		SP:Iteration 24Q (15003.140000 sec): 3 clusters
  Score: Raw -573676.811900 + Penalty 2846.535091 = -570830.276808
  nChanged 66
		SP:Iteration 25Q (15003.360000 sec): 3 clusters
  Score: Raw -573701.753343 + Penalty 2846.535091 = -570855.218251
  nChanged 62
		SP:Iteration 26Q (15003.550000 sec): 3 clusters
  Score: Raw -573720.467866 + Penalty 2846.535091 = -570873.932775
  nChanged 43
		SP:Iteration 27Q (15003.740000 sec): 3 clusters
  Score: Raw -573733.995979 + Penalty 2846.535091 = -570887.460888
  nChanged 36
		SP:Iteration 28Q (15003.900000 sec): 3 clusters
  Score: Raw -573744.562071 + Penalty 2846.535091 = -570898.026980
  nChanged 38
		SP:Iteration 29Q (15004.070000 sec): 3 clusters
  Score: Raw -573758.749888 + Penalty 2846.535091 = -570912.214796
  nChanged 41
		SP:Iteration 30Q (15004.270000 sec): 3 clusters
  Score: Raw -573773.304394 + Penalty 2846.535091 = -570926.769303
  nChanged 35
		SP:Iteration 31Q (15004.430000 sec): 3 clusters
  Score: Raw -573783.439639 + Penalty 2846.535091 = -570936.904548
  nChanged 28
		SP:Iteration 32Q (15004.580000 sec): 3 clusters
  Score: Raw -573788.805100 + Penalty 2846.535091 = -570942.270009
  nChanged 22
		SP:Iteration 33Q (15004.780000 sec): 3 clusters
  Score: Raw -573792.962575 + Penalty 2846.535091 = -570946.427484
  nChanged 18
		SP:Iteration 34Q (15004.980000 sec): 3 clusters
  Score: Raw -573796.682770 + Penalty 2846.535091 = -570950.147679
  nChanged 15
		SP:Iteration 35Q (15005.180000 sec): 3 clusters
  Score: Raw -573799.535391 + Penalty 2846.535091 = -570953.000300
  nChanged 13
		SP:Iteration 36Q (15005.360000 sec): 3 clusters
  Score: Raw -573801.580010 + Penalty 2846.535091 = -570955.044919
  nChanged 13
		SP:Iteration 37Q (15005.530000 sec): 3 clusters
  Score: Raw -573803.678277 + Penalty 2846.535091 = -570957.143186
  nChanged 11
		SP:Iteration 38Q (15005.730000 sec): 3 clusters
  Score: Raw -573805.933380 + Penalty 2846.535091 = -570959.398289
  nChanged 12
		SP:Iteration 39Q (15005.940000 sec): 3 clusters
  Score: Raw -573808.325100 + Penalty 2846.535091 = -570961.790009
  nChanged 11
		SP:Iteration 40F (15006.100000 sec): 3 clusters
  Score: Raw -573809.745276 + Penalty 2846.535091 = -570963.210185
  nChanged 19
		SP:Iteration 41Q (15006.240000 sec): 3 clusters
  Score: Raw -573813.200795 + Penalty 2846.535091 = -570966.665704
  nChanged 14
		SP:Iteration 42Q (15006.440000 sec): 3 clusters
  Score: Raw -573815.870977 + Penalty 2846.535091 = -570969.335886
  nChanged 15
		SP:Iteration 43Q (15006.640000 sec): 3 clusters
  Score: Raw -573819.840963 + Penalty 2846.535091 = -570973.305872
  nChanged 23
		SP:Iteration 44Q (15006.820000 sec): 3 clusters
  Score: Raw -573824.544445 + Penalty 2846.535091 = -570978.009354
  nChanged 25
		SP:Iteration 45Q (15007.010000 sec): 3 clusters
  Score: Raw -573830.853277 + Penalty 2846.535091 = -570984.318186
  nChanged 20
		SP:Iteration 46Q (15007.200000 sec): 3 clusters
  Score: Raw -573835.430269 + Penalty 2846.535091 = -570988.895178
  nChanged 25
		SP:Iteration 47Q (15007.410000 sec): 3 clusters
  Score: Raw -573841.699746 + Penalty 2846.535091 = -570995.164655
  nChanged 21
		SP:Iteration 48Q (15007.580000 sec): 3 clusters
  Score: Raw -573846.097310 + Penalty 2846.535091 = -570999.562219
  nChanged 19
		SP:Iteration 49Q (15007.750000 sec): 3 clusters
  Score: Raw -573850.112575 + Penalty 2846.535091 = -571003.577484
  nChanged 20
		SP:Iteration 50Q (15007.940000 sec): 3 clusters
  Score: Raw -573854.742614 + Penalty 2846.535091 = -571008.207523
  nChanged 18
		SP:Iteration 51Q (15008.140000 sec): 3 clusters
  Score: Raw -573857.812365 + Penalty 2846.535091 = -571011.277274
  nChanged 12
		SP:Iteration 52Q (15008.350000 sec): 3 clusters
  Score: Raw -573859.455826 + Penalty 2846.535091 = -571012.920735
  nChanged 11
		SP:Iteration 53Q (15008.460000 sec): 3 clusters
  Score: Raw -573861.296429 + Penalty 2846.535091 = -571014.761338
  nChanged 10
		SP:Iteration 54Q (15008.600000 sec): 3 clusters
  Score: Raw -573863.040220 + Penalty 2846.535091 = -571016.505129
  nChanged 11
		SP:Iteration 55Q (15008.700000 sec): 3 clusters
  Score: Raw -573865.233741 + Penalty 2846.535091 = -571018.698650
  nChanged 10
		SP:Iteration 56Q (15008.880000 sec): 3 clusters
  Score: Raw -573867.414095 + Penalty 2846.535091 = -571020.879004
  nChanged 14
		SP:Iteration 57Q (15009.080000 sec): 3 clusters
  Score: Raw -573869.273169 + Penalty 2846.535091 = -571022.738078
  nChanged 6
		SP:Iteration 58Q (15009.280000 sec): 3 clusters
  Score: Raw -573870.270037 + Penalty 2846.535091 = -571023.734946
  nChanged 6
		SP:Iteration 59Q (15009.480000 sec): 3 clusters
  Score: Raw -573871.303260 + Penalty 2846.535091 = -571024.768169
  nChanged 4
		SP:Iteration 60F (15009.650000 sec): 3 clusters
  Score: Raw -573872.173300 + Penalty 2846.535091 = -571025.638209
  nChanged 4
		SP:Iteration 61Q (15009.840000 sec): 3 clusters
  Score: Raw -573872.931508 + Penalty 2846.535091 = -571026.396417
  nChanged 7
		SP:Iteration 62Q (15010.020000 sec): 3 clusters
  Score: Raw -573874.036997 + Penalty 2846.535091 = -571027.501906
  nChanged 7
		SP:Iteration 63Q (15010.220000 sec): 3 clusters
  Score: Raw -573875.312124 + Penalty 2846.535091 = -571028.777033
  nChanged 3
		SP:Iteration 64Q (15010.400000 sec): 3 clusters
  Score: Raw -573875.585554 + Penalty 2846.535091 = -571029.050463
  nChanged 2
		SP:Iteration 65Q (15010.600000 sec): 3 clusters
  Score: Raw -573875.881406 + Penalty 2846.535091 = -571029.346315
  nChanged 1
		SP:Iteration 66Q (15010.810000 sec): 3 clusters
  Score: Raw -573875.944357 + Penalty 2846.535091 = -571029.409266
  nChanged 1
		SP:Iteration 67Q (15011.010000 sec): 3 clusters
  Score: Raw -573876.020507 + Penalty 2846.535091 = -571029.485416
  nChanged 1
		SP:Iteration 68Q (15011.150000 sec): 3 clusters
  Score: Raw -573876.087633 + Penalty 2846.535091 = -571029.552542
  nChanged 2
		SP:Iteration 69Q (15011.340000 sec): 3 clusters
  Score: Raw -573876.452832 + Penalty 2846.535091 = -571029.917741
  nChanged 4
		SP:Iteration 70Q (15011.470000 sec): 3 clusters
  Score: Raw -573877.111268 + Penalty 2846.535091 = -571030.576177
  nChanged 5
		SP:Iteration 71Q (15011.640000 sec): 3 clusters
  Score: Raw -573878.128663 + Penalty 2846.535091 = -571031.593572
  nChanged 4
		SP:Iteration 72Q (15011.820000 sec): 3 clusters
  Score: Raw -573879.054891 + Penalty 2846.535091 = -571032.519800
  nChanged 3
		SP:Iteration 73Q (15012.000000 sec): 3 clusters
  Score: Raw -573879.419512 + Penalty 2846.535091 = -571032.884420
  nChanged 2
		SP:Iteration 74Q (15012.180000 sec): 3 clusters
  Score: Raw -573879.711936 + Penalty 2846.535091 = -571033.176845
  nChanged 0
		SP:Iteration 75F (15012.350000 sec): 3 clusters
  Score: Raw -573879.711936 + Penalty 2846.535091 = -571033.176845
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 50 (315 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15012.440000 sec): 2 clusters
  Score: Raw -23574.944013 + Penalty 934.793054 = -22640.150959
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15012.620000 sec): 3 clusters
  Score: Raw -23658.063217 + Penalty 1869.586108 = -21788.477110
  nChanged 62
		SP:Iteration 1F (15012.760000 sec): 3 clusters
  Score: Raw -23794.356517 + Penalty 1869.586108 = -21924.770409
  nChanged 15
		SP:Iteration 2Q (15012.940000 sec): 3 clusters
  Score: Raw -23827.775814 + Penalty 1869.586108 = -21958.189707
  nChanged 7
		SP:Iteration 3Q (15013.120000 sec): 3 clusters
  Score: Raw -23841.245712 + Penalty 1869.586108 = -21971.659604
  nChanged 2
		SP:Iteration 4Q (15013.260000 sec): 3 clusters
  Score: Raw -23846.785331 + Penalty 1869.586108 = -21977.199223
  nChanged 4
		SP:Iteration 5Q (15013.410000 sec): 3 clusters
  Score: Raw -23857.230983 + Penalty 1869.586108 = -21987.644876
  nChanged 2
		SP:Iteration 6Q (15013.590000 sec): 3 clusters
  Score: Raw -23859.481542 + Penalty 1869.586108 = -21989.895435
  nChanged 3
		SP:Iteration 7Q (15013.760000 sec): 3 clusters
  Score: Raw -23868.040996 + Penalty 1869.586108 = -21998.454889
  nChanged 2
		SP:Iteration 8Q (15013.930000 sec): 3 clusters
  Score: Raw -23869.526935 + Penalty 1869.586108 = -21999.940827
  nChanged 0
		SP:Iteration 9F (15014.050000 sec): 3 clusters
  Score: Raw -23869.526935 + Penalty 1869.586108 = -21999.940827
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 51 (3233 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15014.160000 sec): 2 clusters
  Score: Raw -264393.163377 + Penalty 1313.189439 = -263079.973939
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15014.220000 sec): 3 clusters
  Score: Raw -262840.827278 + Penalty 2626.378878 = -260214.448401
  nChanged 1260
		SP:Iteration 1F (15014.300000 sec): 3 clusters
  Score: Raw -263776.081711 + Penalty 2626.378878 = -261149.702833
  nChanged 281
		SP:Iteration 2F (15014.360000 sec): 3 clusters
  Score: Raw -264075.011513 + Penalty 2626.378878 = -261448.632636
  nChanged 242
		SP:Iteration 3F (15014.550000 sec): 3 clusters
  Score: Raw -264303.209984 + Penalty 2626.378878 = -261676.831106
  nChanged 178
		SP:Iteration 4F (15014.730000 sec): 3 clusters
  Score: Raw -264455.638385 + Penalty 2626.378878 = -261829.259508
  nChanged 147
		SP:Iteration 5Q (15014.910000 sec): 3 clusters
  Score: Raw -264578.297345 + Penalty 2626.378878 = -261951.918468
  nChanged 120
		SP:Iteration 6Q (15015.100000 sec): 3 clusters
  Score: Raw -264658.832294 + Penalty 2626.378878 = -262032.453416
  nChanged 96
		SP:Iteration 7Q (15015.250000 sec): 3 clusters
  Score: Raw -264712.577032 + Penalty 2626.378878 = -262086.198154
  nChanged 68
		SP:Iteration 8Q (15015.410000 sec): 3 clusters
  Score: Raw -264752.339424 + Penalty 2626.378878 = -262125.960546
  nChanged 57
		SP:Iteration 9Q (15015.610000 sec): 3 clusters
  Score: Raw -264787.560006 + Penalty 2626.378878 = -262161.181129
  nChanged 53
		SP:Iteration 10Q (15015.760000 sec): 3 clusters
  Score: Raw -264821.756512 + Penalty 2626.378878 = -262195.377634
  nChanged 46
		SP:Iteration 11Q (15015.910000 sec): 3 clusters
  Score: Raw -264848.890824 + Penalty 2626.378878 = -262222.511946
  nChanged 42
		SP:Iteration 12Q (15016.070000 sec): 3 clusters
  Score: Raw -264876.525751 + Penalty 2626.378878 = -262250.146874
  nChanged 42
		SP:Iteration 13Q (15016.220000 sec): 3 clusters
  Score: Raw -264905.820424 + Penalty 2626.378878 = -262279.441547
  nChanged 50
		SP:Iteration 14Q (15016.400000 sec): 3 clusters
  Score: Raw -264952.321674 + Penalty 2626.378878 = -262325.942797
  nChanged 56
		SP:Iteration 15Q (15016.550000 sec): 3 clusters
  Score: Raw -264996.552135 + Penalty 2626.378878 = -262370.173258
  nChanged 36
		SP:Iteration 16Q (15016.650000 sec): 3 clusters
  Score: Raw -265025.581589 + Penalty 2626.378878 = -262399.202711
  nChanged 30
		SP:Iteration 17Q (15016.800000 sec): 3 clusters
  Score: Raw -265051.838492 + Penalty 2626.378878 = -262425.459615
  nChanged 31
		SP:Iteration 18Q (15016.880000 sec): 3 clusters
  Score: Raw -265075.374114 + Penalty 2626.378878 = -262448.995236
  nChanged 28
		SP:Iteration 19Q (15017.030000 sec): 3 clusters
  Score: Raw -265093.086104 + Penalty 2626.378878 = -262466.707227
  nChanged 27
		SP:Iteration 20F (15017.170000 sec): 3 clusters
  Score: Raw -265108.607897 + Penalty 2626.378878 = -262482.229020
  nChanged 25
		SP:Iteration 21Q (15017.310000 sec): 3 clusters
  Score: Raw -265124.404463 + Penalty 2626.378878 = -262498.025585
  nChanged 15
		SP:Iteration 22Q (15017.460000 sec): 3 clusters
  Score: Raw -265135.789568 + Penalty 2626.378878 = -262509.410690
  nChanged 10
		SP:Iteration 23Q (15017.600000 sec): 3 clusters
  Score: Raw -265141.036977 + Penalty 2626.378878 = -262514.658100
  nChanged 7
		SP:Iteration 24Q (15017.750000 sec): 3 clusters
  Score: Raw -265144.001295 + Penalty 2626.378878 = -262517.622417
  nChanged 7
		SP:Iteration 25Q (15017.870000 sec): 3 clusters
  Score: Raw -265146.058934 + Penalty 2626.378878 = -262519.680056
  nChanged 4
		SP:Iteration 26Q (15017.990000 sec): 3 clusters
  Score: Raw -265147.087851 + Penalty 2626.378878 = -262520.708973
  nChanged 1
		SP:Iteration 27Q (15018.140000 sec): 3 clusters
  Score: Raw -265147.419475 + Penalty 2626.378878 = -262521.040597
  nChanged 0
		SP:Iteration 28F (15018.290000 sec): 3 clusters
  Score: Raw -265147.419475 + Penalty 2626.378878 = -262521.040597
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 52 (1730 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15018.350000 sec): 2 clusters
  Score: Raw -146019.442606 + Penalty 1211.579962 = -144807.862644
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15018.510000 sec): 3 clusters
  Score: Raw -145344.363918 + Penalty 2423.159923 = -142921.203994
  nChanged 556
		SP:Iteration 1F (15018.670000 sec): 3 clusters
  Score: Raw -145737.306915 + Penalty 2423.159923 = -143314.146991
  nChanged 137
		SP:Iteration 2F (15018.850000 sec): 3 clusters
  Score: Raw -145884.535359 + Penalty 2423.159923 = -143461.375436
  nChanged 105
		SP:Iteration 3F (15019.010000 sec): 3 clusters
  Score: Raw -146009.685318 + Penalty 2423.159923 = -143586.525394
  nChanged 96
		SP:Iteration 4F (15019.130000 sec): 3 clusters
  Score: Raw -146118.530469 + Penalty 2423.159923 = -143695.370545
  nChanged 67
		SP:Iteration 5Q (15019.320000 sec): 3 clusters
  Score: Raw -146204.121338 + Penalty 2423.159923 = -143780.961415
  nChanged 68
		SP:Iteration 6Q (15019.470000 sec): 3 clusters
  Score: Raw -146299.733358 + Penalty 2423.159923 = -143876.573435
  nChanged 72
		SP:Iteration 7Q (15019.660000 sec): 3 clusters
  Score: Raw -146431.979979 + Penalty 2423.159923 = -144008.820056
  nChanged 74
		SP:Iteration 8Q (15019.830000 sec): 3 clusters
  Score: Raw -146565.190852 + Penalty 2423.159923 = -144142.030929
  nChanged 76
		SP:Iteration 9Q (15019.960000 sec): 3 clusters
  Score: Raw -146699.457013 + Penalty 2423.159923 = -144276.297089
  nChanged 59
		SP:Iteration 10Q (15020.110000 sec): 3 clusters
  Score: Raw -146793.543267 + Penalty 2423.159923 = -144370.383344
  nChanged 65
		SP:Iteration 11Q (15020.250000 sec): 3 clusters
  Score: Raw -146893.394269 + Penalty 2423.159923 = -144470.234346
  nChanged 68
		SP:Iteration 12Q (15020.400000 sec): 3 clusters
  Score: Raw -146992.153786 + Penalty 2423.159923 = -144568.993862
  nChanged 43
		SP:Iteration 13Q (15020.590000 sec): 3 clusters
  Score: Raw -147069.484556 + Penalty 2423.159923 = -144646.324633
  nChanged 39
		SP:Iteration 14Q (15020.750000 sec): 3 clusters
  Score: Raw -147122.219479 + Penalty 2423.159923 = -144699.059556
  nChanged 22
		SP:Iteration 15Q (15020.900000 sec): 3 clusters
  Score: Raw -147149.100442 + Penalty 2423.159923 = -144725.940519
  nChanged 10
		SP:Iteration 16Q (15021.030000 sec): 3 clusters
  Score: Raw -147160.023847 + Penalty 2423.159923 = -144736.863924
  nChanged 9
		SP:Iteration 17Q (15021.210000 sec): 3 clusters
  Score: Raw -147168.866800 + Penalty 2423.159923 = -144745.706877
  nChanged 5
		SP:Iteration 18Q (15021.340000 sec): 3 clusters
  Score: Raw -147172.909490 + Penalty 2423.159923 = -144749.749566
  nChanged 4
		SP:Iteration 19Q (15021.460000 sec): 3 clusters
  Score: Raw -147175.083823 + Penalty 2423.159923 = -144751.923899
  nChanged 4
		SP:Iteration 20F (15021.620000 sec): 3 clusters
  Score: Raw -147177.476353 + Penalty 2423.159923 = -144754.316430
  nChanged 3
		SP:Iteration 21Q (15021.750000 sec): 3 clusters
  Score: Raw -147179.845289 + Penalty 2423.159923 = -144756.685365
  nChanged 2
		SP:Iteration 22Q (15021.920000 sec): 3 clusters
  Score: Raw -147182.604934 + Penalty 2423.159923 = -144759.445011
  nChanged 3
		SP:Iteration 23Q (15022.110000 sec): 3 clusters
  Score: Raw -147185.177157 + Penalty 2423.159923 = -144762.017234
  nChanged 1
		SP:Iteration 24Q (15022.230000 sec): 3 clusters
  Score: Raw -147186.374070 + Penalty 2423.159923 = -144763.214147
  nChanged 1
		SP:Iteration 25Q (15022.420000 sec): 3 clusters
  Score: Raw -147186.777655 + Penalty 2423.159923 = -144763.617732
  nChanged 1
		SP:Iteration 26Q (15022.510000 sec): 3 clusters
  Score: Raw -147187.145632 + Penalty 2423.159923 = -144763.985709
  nChanged 0
		SP:Iteration 27F (15022.670000 sec): 3 clusters
  Score: Raw -147187.145632 + Penalty 2423.159923 = -144763.985709
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 53 (6093 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15022.780000 sec): 2 clusters
  Score: Raw -525795.174679 + Penalty 1416.170576 = -524379.004104
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15022.950000 sec): 3 clusters
  Score: Raw -522561.020655 + Penalty 2832.341151 = -519728.679503
  nChanged 2567
		SP:Iteration 1F (15023.150000 sec): 3 clusters
  Score: Raw -524174.727534 + Penalty 2832.341151 = -521342.386382
  nChanged 581
		SP:Iteration 2F (15023.330000 sec): 3 clusters
  Score: Raw -524607.916548 + Penalty 2832.341151 = -521775.575397
  nChanged 457
		SP:Iteration 3F (15023.550000 sec): 3 clusters
  Score: Raw -524922.712805 + Penalty 2832.341151 = -522090.371654
  nChanged 357
		SP:Iteration 4F (15023.730000 sec): 3 clusters
  Score: Raw -525144.662715 + Penalty 2832.341151 = -522312.321564
  nChanged 252
		SP:Iteration 5Q (15023.980000 sec): 3 clusters
  Score: Raw -525289.889307 + Penalty 2832.341151 = -522457.548155
  nChanged 206
		SP:Iteration 6Q (15024.180000 sec): 3 clusters
  Score: Raw -525402.928889 + Penalty 2832.341151 = -522570.587738
  nChanged 180
		SP:Iteration 7Q (15024.390000 sec): 3 clusters
  Score: Raw -525492.497564 + Penalty 2832.341151 = -522660.156413
  nChanged 157
		SP:Iteration 8Q (15024.570000 sec): 3 clusters
  Score: Raw -525563.378740 + Penalty 2832.341151 = -522731.037589
  nChanged 122
		SP:Iteration 9Q (15024.750000 sec): 3 clusters
  Score: Raw -525615.385069 + Penalty 2832.341151 = -522783.043917
  nChanged 94
		SP:Iteration 10Q (15024.960000 sec): 3 clusters
  Score: Raw -525651.498965 + Penalty 2832.341151 = -522819.157814
  nChanged 78
		SP:Iteration 11Q (15025.110000 sec): 3 clusters
  Score: Raw -525677.137360 + Penalty 2832.341151 = -522844.796208
  nChanged 59
		SP:Iteration 12Q (15025.320000 sec): 3 clusters
  Score: Raw -525692.553707 + Penalty 2832.341151 = -522860.212556
  nChanged 39
		SP:Iteration 13Q (15025.450000 sec): 3 clusters
  Score: Raw -525700.571233 + Penalty 2832.341151 = -522868.230082
  nChanged 25
		SP:Iteration 14Q (15025.630000 sec): 3 clusters
  Score: Raw -525705.975640 + Penalty 2832.341151 = -522873.634488
  nChanged 24
		SP:Iteration 15Q (15025.830000 sec): 3 clusters
  Score: Raw -525711.539676 + Penalty 2832.341151 = -522879.198524
  nChanged 20
		SP:Iteration 16Q (15025.980000 sec): 3 clusters
  Score: Raw -525714.875236 + Penalty 2832.341151 = -522882.534085
  nChanged 14
		SP:Iteration 17Q (15026.140000 sec): 3 clusters
  Score: Raw -525717.547561 + Penalty 2832.341151 = -522885.206410
  nChanged 11
		SP:Iteration 18Q (15026.320000 sec): 3 clusters
  Score: Raw -525719.676082 + Penalty 2832.341151 = -522887.334931
  nChanged 9
		SP:Iteration 19Q (15026.490000 sec): 3 clusters
  Score: Raw -525721.392350 + Penalty 2832.341151 = -522889.051199
  nChanged 9
		SP:Iteration 20F (15026.650000 sec): 3 clusters
  Score: Raw -525723.000908 + Penalty 2832.341151 = -522890.659757
  nChanged 8
		SP:Iteration 21Q (15026.810000 sec): 3 clusters
  Score: Raw -525724.130245 + Penalty 2832.341151 = -522891.789093
  nChanged 3
		SP:Iteration 22Q (15027.010000 sec): 3 clusters
  Score: Raw -525724.528542 + Penalty 2832.341151 = -522892.187391
  nChanged 2
		SP:Iteration 23Q (15027.180000 sec): 3 clusters
  Score: Raw -525724.797660 + Penalty 2832.341151 = -522892.456509
  nChanged 2
		SP:Iteration 24Q (15027.340000 sec): 3 clusters
  Score: Raw -525725.080378 + Penalty 2832.341151 = -522892.739227
  nChanged 2
		SP:Iteration 25Q (15027.520000 sec): 3 clusters
  Score: Raw -525725.488233 + Penalty 2832.341151 = -522893.147081
  nChanged 5
		SP:Iteration 26Q (15027.690000 sec): 3 clusters
  Score: Raw -525726.442542 + Penalty 2832.341151 = -522894.101391
  nChanged 5
		SP:Iteration 27Q (15027.890000 sec): 3 clusters
  Score: Raw -525727.001934 + Penalty 2832.341151 = -522894.660782
  nChanged 2
		SP:Iteration 28Q (15028.090000 sec): 3 clusters
  Score: Raw -525727.638934 + Penalty 2832.341151 = -522895.297783
  nChanged 5
		SP:Iteration 29Q (15028.290000 sec): 3 clusters
  Score: Raw -525728.575143 + Penalty 2832.341151 = -522896.233992
  nChanged 4
		SP:Iteration 30Q (15028.460000 sec): 3 clusters
  Score: Raw -525729.233145 + Penalty 2832.341151 = -522896.891994
  nChanged 6
		SP:Iteration 31Q (15028.610000 sec): 3 clusters
  Score: Raw -525730.046112 + Penalty 2832.341151 = -522897.704961
  nChanged 4
		SP:Iteration 32Q (15028.790000 sec): 3 clusters
  Score: Raw -525730.660860 + Penalty 2832.341151 = -522898.319709
  nChanged 5
		SP:Iteration 33Q (15028.970000 sec): 3 clusters
  Score: Raw -525731.574074 + Penalty 2832.341151 = -522899.232922
  nChanged 2
		SP:Iteration 34Q (15029.170000 sec): 3 clusters
  Score: Raw -525732.056682 + Penalty 2832.341151 = -522899.715531
  nChanged 4
		SP:Iteration 35Q (15029.350000 sec): 3 clusters
  Score: Raw -525732.812895 + Penalty 2832.341151 = -522900.471743
  nChanged 3
		SP:Iteration 36Q (15029.480000 sec): 3 clusters
  Score: Raw -525733.422325 + Penalty 2832.341151 = -522901.081174
  nChanged 6
		SP:Iteration 37Q (15029.700000 sec): 3 clusters
  Score: Raw -525734.506342 + Penalty 2832.341151 = -522902.165191
  nChanged 2
		SP:Iteration 38Q (15029.860000 sec): 3 clusters
  Score: Raw -525734.859771 + Penalty 2832.341151 = -522902.518619
  nChanged 5
		SP:Iteration 39Q (15030.020000 sec): 3 clusters
  Score: Raw -525735.992847 + Penalty 2832.341151 = -522903.651695
  nChanged 10
		SP:Iteration 40F (15030.220000 sec): 3 clusters
  Score: Raw -525738.020251 + Penalty 2832.341151 = -522905.679100
  nChanged 7
		SP:Iteration 41Q (15030.410000 sec): 3 clusters
  Score: Raw -525739.146779 + Penalty 2832.341151 = -522906.805627
  nChanged 3
		SP:Iteration 42Q (15030.610000 sec): 3 clusters
  Score: Raw -525739.642287 + Penalty 2832.341151 = -522907.301136
  nChanged 3
		SP:Iteration 43Q (15030.800000 sec): 3 clusters
  Score: Raw -525739.987734 + Penalty 2832.341151 = -522907.646583
  nChanged 1
		SP:Iteration 44Q (15030.990000 sec): 3 clusters
  Score: Raw -525740.135893 + Penalty 2832.341151 = -522907.794742
  nChanged 0
		SP:Iteration 45F (15031.140000 sec): 3 clusters
  Score: Raw -525740.135893 + Penalty 2832.341151 = -522907.794742
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 54 (1561 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15031.230000 sec): 2 clusters
  Score: Raw -113534.749406 + Penalty 1194.875812 = -112339.873594
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15031.370000 sec): 3 clusters
  Score: Raw -112943.684186 + Penalty 2389.751624 = -110553.932562
  nChanged 534
		SP:Iteration 1F (15031.550000 sec): 3 clusters
  Score: Raw -113354.241313 + Penalty 2389.751624 = -110964.489689
  nChanged 138
		SP:Iteration 2F (15031.710000 sec): 3 clusters
  Score: Raw -113486.603583 + Penalty 2389.751624 = -111096.851959
  nChanged 84
		SP:Iteration 3F (15031.870000 sec): 3 clusters
  Score: Raw -113560.489349 + Penalty 2389.751624 = -111170.737725
  nChanged 66
		SP:Iteration 4Q (15031.990000 sec): 3 clusters
  Score: Raw -113619.341032 + Penalty 2389.751624 = -111229.589408
  nChanged 42
		SP:Iteration 5Q (15032.120000 sec): 3 clusters
  Score: Raw -113649.154854 + Penalty 2389.751624 = -111259.403230
  nChanged 37
		SP:Iteration 6Q (15032.290000 sec): 3 clusters
  Score: Raw -113677.418168 + Penalty 2389.751624 = -111287.666544
  nChanged 27
		SP:Iteration 7Q (15032.460000 sec): 3 clusters
  Score: Raw -113702.860795 + Penalty 2389.751624 = -111313.109171
  nChanged 24
		SP:Iteration 8Q (15032.620000 sec): 3 clusters
  Score: Raw -113717.944038 + Penalty 2389.751624 = -111328.192413
  nChanged 17
		SP:Iteration 9Q (15032.790000 sec): 3 clusters
  Score: Raw -113730.162918 + Penalty 2389.751624 = -111340.411294
  nChanged 12
		SP:Iteration 10Q (15032.960000 sec): 3 clusters
  Score: Raw -113736.224002 + Penalty 2389.751624 = -111346.472378
  nChanged 11
		SP:Iteration 11Q (15033.150000 sec): 3 clusters
  Score: Raw -113744.456296 + Penalty 2389.751624 = -111354.704672
  nChanged 10
		SP:Iteration 12Q (15033.310000 sec): 3 clusters
  Score: Raw -113750.256765 + Penalty 2389.751624 = -111360.505141
  nChanged 7
		SP:Iteration 13Q (15033.440000 sec): 3 clusters
  Score: Raw -113754.085018 + Penalty 2389.751624 = -111364.333394
  nChanged 4
		SP:Iteration 14Q (15033.570000 sec): 3 clusters
  Score: Raw -113757.677526 + Penalty 2389.751624 = -111367.925902
  nChanged 1
		SP:Iteration 15Q (15033.730000 sec): 3 clusters
  Score: Raw -113758.389025 + Penalty 2389.751624 = -111368.637401
  nChanged 1
		SP:Iteration 16Q (15033.840000 sec): 3 clusters
  Score: Raw -113758.612809 + Penalty 2389.751624 = -111368.861185
  nChanged 0
		SP:Iteration 17F (15034.000000 sec): 3 clusters
  Score: Raw -113758.612809 + Penalty 2389.751624 = -111368.861185
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 55 (1813 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15034.120000 sec): 2 clusters
  Score: Raw -156737.701703 + Penalty 1219.194959 = -155518.506744
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15034.250000 sec): 3 clusters
  Score: Raw -155974.843655 + Penalty 2438.389918 = -153536.453737
  nChanged 650
		SP:Iteration 1F (15034.390000 sec): 3 clusters
  Score: Raw -156398.086896 + Penalty 2438.389918 = -153959.696978
  nChanged 155
		SP:Iteration 2F (15034.530000 sec): 3 clusters
  Score: Raw -156500.582241 + Penalty 2438.389918 = -154062.192322
  nChanged 83
		SP:Iteration 3Q (15034.690000 sec): 3 clusters
  Score: Raw -156554.353610 + Penalty 2438.389918 = -154115.963691
  nChanged 44
		SP:Iteration 4Q (15034.860000 sec): 3 clusters
  Score: Raw -156584.916072 + Penalty 2438.389918 = -154146.526154
  nChanged 39
		SP:Iteration 5Q (15035.020000 sec): 3 clusters
  Score: Raw -156619.520516 + Penalty 2438.389918 = -154181.130597
  nChanged 38
		SP:Iteration 6Q (15035.210000 sec): 3 clusters
  Score: Raw -156650.150054 + Penalty 2438.389918 = -154211.760135
  nChanged 40
		SP:Iteration 7Q (15035.330000 sec): 3 clusters
  Score: Raw -156688.798220 + Penalty 2438.389918 = -154250.408302
  nChanged 35
		SP:Iteration 8Q (15035.530000 sec): 3 clusters
  Score: Raw -156716.840834 + Penalty 2438.389918 = -154278.450915
  nChanged 28
		SP:Iteration 9Q (15035.630000 sec): 3 clusters
  Score: Raw -156743.717317 + Penalty 2438.389918 = -154305.327399
  nChanged 27
		SP:Iteration 10Q (15035.790000 sec): 3 clusters
  Score: Raw -156768.223209 + Penalty 2438.389918 = -154329.833290
  nChanged 25
		SP:Iteration 11Q (15035.930000 sec): 3 clusters
  Score: Raw -156784.015052 + Penalty 2438.389918 = -154345.625134
  nChanged 17
		SP:Iteration 12Q (15036.060000 sec): 3 clusters
  Score: Raw -156794.555480 + Penalty 2438.389918 = -154356.165562
  nChanged 13
		SP:Iteration 13Q (15036.240000 sec): 3 clusters
  Score: Raw -156801.438777 + Penalty 2438.389918 = -154363.048858
  nChanged 11
		SP:Iteration 14Q (15036.410000 sec): 3 clusters
  Score: Raw -156808.249196 + Penalty 2438.389918 = -154369.859277
  nChanged 8
		SP:Iteration 15Q (15036.580000 sec): 3 clusters
  Score: Raw -156812.878756 + Penalty 2438.389918 = -154374.488837
  nChanged 12
		SP:Iteration 16Q (15036.740000 sec): 3 clusters
  Score: Raw -156819.468772 + Penalty 2438.389918 = -154381.078854
  nChanged 10
		SP:Iteration 17Q (15036.870000 sec): 3 clusters
  Score: Raw -156823.886421 + Penalty 2438.389918 = -154385.496502
  nChanged 7
		SP:Iteration 18Q (15037.070000 sec): 3 clusters
  Score: Raw -156826.272068 + Penalty 2438.389918 = -154387.882149
  nChanged 4
		SP:Iteration 19Q (15037.220000 sec): 3 clusters
  Score: Raw -156828.065129 + Penalty 2438.389918 = -154389.675211
  nChanged 6
		SP:Iteration 20F (15037.410000 sec): 3 clusters
  Score: Raw -156831.729487 + Penalty 2438.389918 = -154393.339568
  nChanged 6
		SP:Iteration 21Q (15037.570000 sec): 3 clusters
  Score: Raw -156835.615878 + Penalty 2438.389918 = -154397.225959
  nChanged 9
		SP:Iteration 22Q (15037.720000 sec): 3 clusters
  Score: Raw -156840.121165 + Penalty 2438.389918 = -154401.731247
  nChanged 9
		SP:Iteration 23Q (15037.860000 sec): 3 clusters
  Score: Raw -156845.182664 + Penalty 2438.389918 = -154406.792745
  nChanged 8
		SP:Iteration 24Q (15038.000000 sec): 3 clusters
  Score: Raw -156850.012506 + Penalty 2438.389918 = -154411.622587
  nChanged 9
		SP:Iteration 25Q (15038.160000 sec): 3 clusters
  Score: Raw -156853.269352 + Penalty 2438.389918 = -154414.879434
  nChanged 3
		SP:Iteration 26Q (15038.310000 sec): 3 clusters
  Score: Raw -156854.720157 + Penalty 2438.389918 = -154416.330238
  nChanged 5
		SP:Iteration 27Q (15038.470000 sec): 3 clusters
  Score: Raw -156856.482916 + Penalty 2438.389918 = -154418.092997
  nChanged 3
		SP:Iteration 28Q (15038.640000 sec): 3 clusters
  Score: Raw -156857.646304 + Penalty 2438.389918 = -154419.256385
  nChanged 6
		SP:Iteration 29Q (15038.760000 sec): 3 clusters
  Score: Raw -156859.573376 + Penalty 2438.389918 = -154421.183457
  nChanged 1
		SP:Iteration 30Q (15038.910000 sec): 3 clusters
  Score: Raw -156860.068174 + Penalty 2438.389918 = -154421.678256
  nChanged 1
		SP:Iteration 31Q (15039.080000 sec): 3 clusters
  Score: Raw -156860.476607 + Penalty 2438.389918 = -154422.086689
  nChanged 0
		SP:Iteration 32F (15039.230000 sec): 3 clusters
  Score: Raw -156860.476607 + Penalty 2438.389918 = -154422.086689
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 56 (3169 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15039.370000 sec): 2 clusters
  Score: Raw -228193.920064 + Penalty 1309.940346 = -226883.979718
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15039.560000 sec): 3 clusters
  Score: Raw -226698.178698 + Penalty 2619.880692 = -224078.298006
  nChanged 1191
		SP:Iteration 1F (15039.700000 sec): 3 clusters
  Score: Raw -227479.872064 + Penalty 2619.880692 = -224859.991372
  nChanged 317
		SP:Iteration 2F (15039.880000 sec): 3 clusters
  Score: Raw -227762.032996 + Penalty 2619.880692 = -225142.152304
  nChanged 245
		SP:Iteration 3F (15040.030000 sec): 3 clusters
  Score: Raw -228015.982863 + Penalty 2619.880692 = -225396.102171
  nChanged 191
		SP:Iteration 4F (15040.200000 sec): 3 clusters
  Score: Raw -228180.228610 + Penalty 2619.880692 = -225560.347918
  nChanged 133
		SP:Iteration 5Q (15040.400000 sec): 3 clusters
  Score: Raw -228303.360742 + Penalty 2619.880692 = -225683.480050
  nChanged 123
		SP:Iteration 6Q (15040.530000 sec): 3 clusters
  Score: Raw -228423.574906 + Penalty 2619.880692 = -225803.694214
  nChanged 119
		SP:Iteration 7Q (15040.710000 sec): 3 clusters
  Score: Raw -228526.323273 + Penalty 2619.880692 = -225906.442581
  nChanged 93
		SP:Iteration 8Q (15040.870000 sec): 3 clusters
  Score: Raw -228587.509586 + Penalty 2619.880692 = -225967.628894
  nChanged 67
		SP:Iteration 9Q (15041.010000 sec): 3 clusters
  Score: Raw -228631.219537 + Penalty 2619.880692 = -226011.338845
  nChanged 53
		SP:Iteration 10Q (15041.150000 sec): 3 clusters
  Score: Raw -228661.118033 + Penalty 2619.880692 = -226041.237341
  nChanged 43
		SP:Iteration 11Q (15041.340000 sec): 3 clusters
  Score: Raw -228680.882395 + Penalty 2619.880692 = -226061.001703
  nChanged 36
		SP:Iteration 12Q (15041.470000 sec): 3 clusters
  Score: Raw -228697.128271 + Penalty 2619.880692 = -226077.247579
  nChanged 21
		SP:Iteration 13Q (15041.600000 sec): 3 clusters
  Score: Raw -228706.884257 + Penalty 2619.880692 = -226087.003565
  nChanged 18
		SP:Iteration 14Q (15041.750000 sec): 3 clusters
  Score: Raw -228715.283497 + Penalty 2619.880692 = -226095.402806
  nChanged 15
		SP:Iteration 15Q (15041.930000 sec): 3 clusters
  Score: Raw -228720.826292 + Penalty 2619.880692 = -226100.945600
  nChanged 10
		SP:Iteration 16Q (15042.060000 sec): 3 clusters
  Score: Raw -228724.894095 + Penalty 2619.880692 = -226105.013403
  nChanged 11
		SP:Iteration 17Q (15042.210000 sec): 3 clusters
  Score: Raw -228728.167834 + Penalty 2619.880692 = -226108.287142
  nChanged 8
		SP:Iteration 18Q (15042.370000 sec): 3 clusters
  Score: Raw -228730.529803 + Penalty 2619.880692 = -226110.649112
  nChanged 10
		SP:Iteration 19Q (15042.490000 sec): 3 clusters
  Score: Raw -228733.417897 + Penalty 2619.880692 = -226113.537205
  nChanged 5
		SP:Iteration 20F (15042.620000 sec): 3 clusters
  Score: Raw -228734.747271 + Penalty 2619.880692 = -226114.866579
  nChanged 7
		SP:Iteration 21Q (15042.770000 sec): 3 clusters
  Score: Raw -228737.238864 + Penalty 2619.880692 = -226117.358172
  nChanged 6
		SP:Iteration 22Q (15042.920000 sec): 3 clusters
  Score: Raw -228739.258795 + Penalty 2619.880692 = -226119.378103
  nChanged 4
		SP:Iteration 23Q (15043.100000 sec): 3 clusters
  Score: Raw -228739.973894 + Penalty 2619.880692 = -226120.093202
  nChanged 1
		SP:Iteration 24Q (15043.240000 sec): 3 clusters
  Score: Raw -228740.114871 + Penalty 2619.880692 = -226120.234179
  nChanged 0
		SP:Iteration 25F (15043.390000 sec): 3 clusters
  Score: Raw -228740.114871 + Penalty 2619.880692 = -226120.234179
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 57 (4454 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15043.500000 sec): 2 clusters
  Score: Raw -353291.318090 + Penalty 1365.253150 = -351926.064939
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15043.660000 sec): 3 clusters
  Score: Raw -351008.292856 + Penalty 2730.506301 = -348277.786556
  nChanged 1739
		SP:Iteration 1F (15043.790000 sec): 3 clusters
  Score: Raw -352127.203962 + Penalty 2730.506301 = -349396.697662
  nChanged 399
		SP:Iteration 2F (15043.950000 sec): 3 clusters
  Score: Raw -352459.814824 + Penalty 2730.506301 = -349729.308523
  nChanged 336
		SP:Iteration 3F (15044.170000 sec): 3 clusters
  Score: Raw -352776.262979 + Penalty 2730.506301 = -350045.756679
  nChanged 272
		SP:Iteration 4F (15044.330000 sec): 3 clusters
  Score: Raw -353010.429302 + Penalty 2730.506301 = -350279.923001
  nChanged 236
		SP:Iteration 5F (15044.440000 sec): 3 clusters
  Score: Raw -353176.827120 + Penalty 2730.506301 = -350446.320820
  nChanged 174
		SP:Iteration 6Q (15044.630000 sec): 3 clusters
  Score: Raw -353282.986547 + Penalty 2730.506301 = -350552.480247
  nChanged 122
		SP:Iteration 7Q (15044.790000 sec): 3 clusters
  Score: Raw -353350.566587 + Penalty 2730.506301 = -350620.060286
  nChanged 96
		SP:Iteration 8Q (15044.950000 sec): 3 clusters
  Score: Raw -353395.728763 + Penalty 2730.506301 = -350665.222462
  nChanged 73
		SP:Iteration 9Q (15045.130000 sec): 3 clusters
  Score: Raw -353426.694819 + Penalty 2730.506301 = -350696.188518
  nChanged 68
		SP:Iteration 10Q (15045.320000 sec): 3 clusters
  Score: Raw -353459.319264 + Penalty 2730.506301 = -350728.812963
  nChanged 71
		SP:Iteration 11Q (15045.450000 sec): 3 clusters
  Score: Raw -353489.220982 + Penalty 2730.506301 = -350758.714682
  nChanged 57
		SP:Iteration 12Q (15045.630000 sec): 3 clusters
  Score: Raw -353513.522317 + Penalty 2730.506301 = -350783.016017
  nChanged 49
		SP:Iteration 13Q (15045.790000 sec): 3 clusters
  Score: Raw -353530.150135 + Penalty 2730.506301 = -350799.643834
  nChanged 43
		SP:Iteration 14Q (15045.950000 sec): 3 clusters
  Score: Raw -353547.380482 + Penalty 2730.506301 = -350816.874181
  nChanged 36
		SP:Iteration 15Q (15046.150000 sec): 3 clusters
  Score: Raw -353561.221891 + Penalty 2730.506301 = -350830.715591
  nChanged 31
		SP:Iteration 16Q (15046.330000 sec): 3 clusters
  Score: Raw -353572.755171 + Penalty 2730.506301 = -350842.248871
  nChanged 22
		SP:Iteration 17Q (15046.530000 sec): 3 clusters
  Score: Raw -353579.940167 + Penalty 2730.506301 = -350849.433867
  nChanged 18
		SP:Iteration 18Q (15046.660000 sec): 3 clusters
  Score: Raw -353585.188096 + Penalty 2730.506301 = -350854.681796
  nChanged 24
		SP:Iteration 19Q (15046.880000 sec): 3 clusters
  Score: Raw -353594.159683 + Penalty 2730.506301 = -350863.653382
  nChanged 22
		SP:Iteration 20F (15047.010000 sec): 3 clusters
  Score: Raw -353601.063301 + Penalty 2730.506301 = -350870.557000
  nChanged 16
		SP:Iteration 21Q (15047.230000 sec): 3 clusters
  Score: Raw -353605.816481 + Penalty 2730.506301 = -350875.310180
  nChanged 21
		SP:Iteration 22Q (15047.370000 sec): 3 clusters
  Score: Raw -353612.875558 + Penalty 2730.506301 = -350882.369257
  nChanged 23
		SP:Iteration 23Q (15047.530000 sec): 3 clusters
  Score: Raw -353620.885822 + Penalty 2730.506301 = -350890.379521
  nChanged 25
		SP:Iteration 24Q (15047.690000 sec): 3 clusters
  Score: Raw -353635.407702 + Penalty 2730.506301 = -350904.901402
  nChanged 27
		SP:Iteration 25Q (15047.850000 sec): 3 clusters
  Score: Raw -353652.259836 + Penalty 2730.506301 = -350921.753535
  nChanged 30
		SP:Iteration 26Q (15048.010000 sec): 3 clusters
  Score: Raw -353669.286922 + Penalty 2730.506301 = -350938.780622
  nChanged 36
		SP:Iteration 27Q (15048.170000 sec): 3 clusters
  Score: Raw -353687.172212 + Penalty 2730.506301 = -350956.665912
  nChanged 28
		SP:Iteration 28Q (15048.320000 sec): 3 clusters
  Score: Raw -353702.386136 + Penalty 2730.506301 = -350971.879836
  nChanged 16
		SP:Iteration 29Q (15048.480000 sec): 3 clusters
  Score: Raw -353712.765619 + Penalty 2730.506301 = -350982.259319
  nChanged 22
		SP:Iteration 30Q (15048.640000 sec): 3 clusters
  Score: Raw -353724.057962 + Penalty 2730.506301 = -350993.551661
  nChanged 29
		SP:Iteration 31Q (15048.800000 sec): 3 clusters
  Score: Raw -353738.678819 + Penalty 2730.506301 = -351008.172519
  nChanged 24
		SP:Iteration 32Q (15048.960000 sec): 3 clusters
  Score: Raw -353750.048999 + Penalty 2730.506301 = -351019.542698
  nChanged 25
		SP:Iteration 33Q (15049.120000 sec): 3 clusters
  Score: Raw -353760.472547 + Penalty 2730.506301 = -351029.966247
  nChanged 18
		SP:Iteration 34Q (15049.280000 sec): 3 clusters
  Score: Raw -353767.242676 + Penalty 2730.506301 = -351036.736375
  nChanged 17
		SP:Iteration 35Q (15049.440000 sec): 3 clusters
  Score: Raw -353775.146963 + Penalty 2730.506301 = -351044.640662
  nChanged 20
		SP:Iteration 36Q (15049.600000 sec): 3 clusters
  Score: Raw -353780.590595 + Penalty 2730.506301 = -351050.084295
  nChanged 8
		SP:Iteration 37Q (15049.760000 sec): 3 clusters
  Score: Raw -353783.060505 + Penalty 2730.506301 = -351052.554205
  nChanged 3
		SP:Iteration 38Q (15049.920000 sec): 3 clusters
  Score: Raw -353784.203536 + Penalty 2730.506301 = -351053.697236
  nChanged 4
		SP:Iteration 39Q (15050.080000 sec): 3 clusters
  Score: Raw -353785.996652 + Penalty 2730.506301 = -351055.490352
  nChanged 2
		SP:Iteration 40F (15050.240000 sec): 3 clusters
  Score: Raw -353786.917555 + Penalty 2730.506301 = -351056.411254
  nChanged 4
		SP:Iteration 41Q (15050.400000 sec): 3 clusters
  Score: Raw -353787.563071 + Penalty 2730.506301 = -351057.056771
  nChanged 0
		SP:Iteration 42F (15050.560000 sec): 3 clusters
  Score: Raw -353787.563071 + Penalty 2730.506301 = -351057.056771
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 58 (1789 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15050.630000 sec): 2 clusters
  Score: Raw -127952.001078 + Penalty 1217.029464 = -126734.971615
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15050.790000 sec): 3 clusters
  Score: Raw -127266.562338 + Penalty 2434.058927 = -124832.503411
  nChanged 609
		SP:Iteration 1F (15051.000000 sec): 3 clusters
  Score: Raw -127764.508410 + Penalty 2434.058927 = -125330.449483
  nChanged 167
		SP:Iteration 2F (15051.170000 sec): 3 clusters
  Score: Raw -127981.253788 + Penalty 2434.058927 = -125547.194861
  nChanged 132
		SP:Iteration 3F (15051.360000 sec): 3 clusters
  Score: Raw -128168.036154 + Penalty 2434.058927 = -125733.977227
  nChanged 102
		SP:Iteration 4F (15051.520000 sec): 3 clusters
  Score: Raw -128289.310263 + Penalty 2434.058927 = -125855.251336
  nChanged 81
		SP:Iteration 5Q (15051.700000 sec): 3 clusters
  Score: Raw -128370.548822 + Penalty 2434.058927 = -125936.489894
  nChanged 58
		SP:Iteration 6Q (15051.800000 sec): 3 clusters
  Score: Raw -128436.533048 + Penalty 2434.058927 = -126002.474121
  nChanged 48
		SP:Iteration 7Q (15051.940000 sec): 3 clusters
  Score: Raw -128504.314814 + Penalty 2434.058927 = -126070.255887
  nChanged 48
		SP:Iteration 8Q (15052.090000 sec): 3 clusters
  Score: Raw -128554.585566 + Penalty 2434.058927 = -126120.526639
  nChanged 27
		SP:Iteration 9Q (15052.230000 sec): 3 clusters
  Score: Raw -128575.013318 + Penalty 2434.058927 = -126140.954391
  nChanged 19
		SP:Iteration 10Q (15052.320000 sec): 3 clusters
  Score: Raw -128597.990390 + Penalty 2434.058927 = -126163.931462
  nChanged 20
		SP:Iteration 11Q (15052.470000 sec): 3 clusters
  Score: Raw -128616.478187 + Penalty 2434.058927 = -126182.419259
  nChanged 24
		SP:Iteration 12Q (15052.570000 sec): 3 clusters
  Score: Raw -128630.774570 + Penalty 2434.058927 = -126196.715643
  nChanged 17
		SP:Iteration 13Q (15052.660000 sec): 3 clusters
  Score: Raw -128639.650314 + Penalty 2434.058927 = -126205.591386
  nChanged 16
		SP:Iteration 14Q (15052.810000 sec): 3 clusters
  Score: Raw -128649.292998 + Penalty 2434.058927 = -126215.234071
  nChanged 18
		SP:Iteration 15Q (15052.900000 sec): 3 clusters
  Score: Raw -128664.011704 + Penalty 2434.058927 = -126229.952777
  nChanged 20
		SP:Iteration 16Q (15053.000000 sec): 3 clusters
  Score: Raw -128677.338924 + Penalty 2434.058927 = -126243.279997
  nChanged 16
		SP:Iteration 17Q (15053.100000 sec): 3 clusters
  Score: Raw -128695.053761 + Penalty 2434.058927 = -126260.994834
  nChanged 21
		SP:Iteration 18Q (15053.190000 sec): 3 clusters
  Score: Raw -128712.125292 + Penalty 2434.058927 = -126278.066365
  nChanged 26
		SP:Iteration 19Q (15053.290000 sec): 3 clusters
  Score: Raw -128733.555528 + Penalty 2434.058927 = -126299.496601
  nChanged 26
		SP:Iteration 20F (15053.380000 sec): 3 clusters
  Score: Raw -128752.728747 + Penalty 2434.058927 = -126318.669819
  nChanged 18
		SP:Iteration 21Q (15053.480000 sec): 3 clusters
  Score: Raw -128767.188530 + Penalty 2434.058927 = -126333.129603
  nChanged 12
		SP:Iteration 22Q (15053.580000 sec): 3 clusters
  Score: Raw -128772.695608 + Penalty 2434.058927 = -126338.636681
  nChanged 8
		SP:Iteration 23Q (15053.690000 sec): 3 clusters
  Score: Raw -128779.950083 + Penalty 2434.058927 = -126345.891156
  nChanged 6
		SP:Iteration 24Q (15053.780000 sec): 3 clusters
  Score: Raw -128785.958082 + Penalty 2434.058927 = -126351.899154
  nChanged 10
		SP:Iteration 25Q (15053.930000 sec): 3 clusters
  Score: Raw -128797.233793 + Penalty 2434.058927 = -126363.174866
  nChanged 9
		SP:Iteration 26Q (15054.020000 sec): 3 clusters
  Score: Raw -128810.059109 + Penalty 2434.058927 = -126376.000182
  nChanged 10
		SP:Iteration 27Q (15054.120000 sec): 3 clusters
  Score: Raw -128816.919360 + Penalty 2434.058927 = -126382.860433
  nChanged 5
		SP:Iteration 28Q (15054.260000 sec): 3 clusters
  Score: Raw -128819.287191 + Penalty 2434.058927 = -126385.228264
  nChanged 7
		SP:Iteration 29Q (15054.360000 sec): 3 clusters
  Score: Raw -128825.038260 + Penalty 2434.058927 = -126390.979333
  nChanged 4
		SP:Iteration 30Q (15054.460000 sec): 3 clusters
  Score: Raw -128827.400051 + Penalty 2434.058927 = -126393.341124
  nChanged 0
		SP:Iteration 31F (15054.600000 sec): 3 clusters
  Score: Raw -128827.400051 + Penalty 2434.058927 = -126393.341124
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 59 (10183 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15054.730000 sec): 2 clusters
  Score: Raw -842249.076942 + Penalty 1499.627178 = -840749.449764
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15054.930000 sec): 3 clusters
  Score: Raw -836405.031260 + Penalty 2999.254356 = -833405.776904
  nChanged 4449
		SP:Iteration 1F (15055.160000 sec): 3 clusters
  Score: Raw -839124.938602 + Penalty 2999.254356 = -836125.684246
  nChanged 784
		SP:Iteration 2F (15055.360000 sec): 3 clusters
  Score: Raw -839625.807308 + Penalty 2999.254356 = -836626.552952
  nChanged 676
		SP:Iteration 3F (15055.540000 sec): 3 clusters
  Score: Raw -840046.379773 + Penalty 2999.254356 = -837047.125417
  nChanged 642
		SP:Iteration 4F (15055.780000 sec): 3 clusters
  Score: Raw -840473.424672 + Penalty 2999.254356 = -837474.170316
  nChanged 576
		SP:Iteration 5F (15055.940000 sec): 3 clusters
  Score: Raw -840826.251402 + Penalty 2999.254356 = -837826.997046
  nChanged 474
		SP:Iteration 6Q (15056.160000 sec): 3 clusters
  Score: Raw -841091.839943 + Penalty 2999.254356 = -838092.585587
  nChanged 397
		SP:Iteration 7Q (15056.380000 sec): 3 clusters
  Score: Raw -841304.190042 + Penalty 2999.254356 = -838304.935686
  nChanged 365
		SP:Iteration 8Q (15056.640000 sec): 3 clusters
  Score: Raw -841514.634664 + Penalty 2999.254356 = -838515.380307
  nChanged 336
		SP:Iteration 9Q (15056.860000 sec): 3 clusters
  Score: Raw -841681.006750 + Penalty 2999.254356 = -838681.752394
  nChanged 289
		SP:Iteration 10Q (15057.100000 sec): 3 clusters
  Score: Raw -841831.836675 + Penalty 2999.254356 = -838832.582319
  nChanged 241
		SP:Iteration 11Q (15057.290000 sec): 3 clusters
  Score: Raw -841969.553560 + Penalty 2999.254356 = -838970.299204
  nChanged 250
		SP:Iteration 12Q (15057.470000 sec): 3 clusters
  Score: Raw -842120.799232 + Penalty 2999.254356 = -839121.544875
  nChanged 226
		SP:Iteration 13Q (15057.700000 sec): 3 clusters
  Score: Raw -842258.727436 + Penalty 2999.254356 = -839259.473080
  nChanged 202
		SP:Iteration 14Q (15057.910000 sec): 3 clusters
  Score: Raw -842372.220155 + Penalty 2999.254356 = -839372.965798
  nChanged 177
		SP:Iteration 15Q (15058.060000 sec): 3 clusters
  Score: Raw -842451.918697 + Penalty 2999.254356 = -839452.664340
  nChanged 157
		SP:Iteration 16Q (15058.240000 sec): 3 clusters
  Score: Raw -842518.566155 + Penalty 2999.254356 = -839519.311799
  nChanged 112
		SP:Iteration 17Q (15058.460000 sec): 3 clusters
  Score: Raw -842558.209199 + Penalty 2999.254356 = -839558.954843
  nChanged 86
		SP:Iteration 18Q (15058.650000 sec): 3 clusters
  Score: Raw -842583.116455 + Penalty 2999.254356 = -839583.862098
  nChanged 77
		SP:Iteration 19Q (15058.910000 sec): 3 clusters
  Score: Raw -842604.674660 + Penalty 2999.254356 = -839605.420304
  nChanged 78
		SP:Iteration 20F (15059.100000 sec): 3 clusters
  Score: Raw -842626.005137 + Penalty 2999.254356 = -839626.750781
  nChanged 84
		SP:Iteration 21Q (15059.340000 sec): 3 clusters
  Score: Raw -842655.564469 + Penalty 2999.254356 = -839656.310113
  nChanged 79
		SP:Iteration 22Q (15059.510000 sec): 3 clusters
  Score: Raw -842682.440069 + Penalty 2999.254356 = -839683.185713
  nChanged 70
		SP:Iteration 23Q (15059.690000 sec): 3 clusters
  Score: Raw -842706.886884 + Penalty 2999.254356 = -839707.632528
  nChanged 68
		SP:Iteration 24Q (15059.880000 sec): 3 clusters
  Score: Raw -842726.776001 + Penalty 2999.254356 = -839727.521644
  nChanged 54
		SP:Iteration 25Q (15060.060000 sec): 3 clusters
  Score: Raw -842741.409450 + Penalty 2999.254356 = -839742.155093
  nChanged 46
		SP:Iteration 26Q (15060.280000 sec): 3 clusters
  Score: Raw -842754.995408 + Penalty 2999.254356 = -839755.741052
  nChanged 49
		SP:Iteration 27Q (15060.440000 sec): 3 clusters
  Score: Raw -842769.755041 + Penalty 2999.254356 = -839770.500685
  nChanged 45
		SP:Iteration 28Q (15060.600000 sec): 3 clusters
  Score: Raw -842780.915299 + Penalty 2999.254356 = -839781.660943
  nChanged 40
		SP:Iteration 29Q (15060.830000 sec): 3 clusters
  Score: Raw -842789.893197 + Penalty 2999.254356 = -839790.638841
  nChanged 33
		SP:Iteration 30Q (15061.020000 sec): 3 clusters
  Score: Raw -842799.004073 + Penalty 2999.254356 = -839799.749717
  nChanged 37
		SP:Iteration 31Q (15061.200000 sec): 3 clusters
  Score: Raw -842808.572845 + Penalty 2999.254356 = -839809.318489
  nChanged 36
		SP:Iteration 32Q (15061.370000 sec): 3 clusters
  Score: Raw -842816.258996 + Penalty 2999.254356 = -839817.004640
  nChanged 33
		SP:Iteration 33Q (15061.540000 sec): 3 clusters
  Score: Raw -842826.195079 + Penalty 2999.254356 = -839826.940722
  nChanged 36
		SP:Iteration 34Q (15061.710000 sec): 3 clusters
  Score: Raw -842835.663353 + Penalty 2999.254356 = -839836.408997
  nChanged 35
		SP:Iteration 35Q (15061.880000 sec): 3 clusters
  Score: Raw -842845.285490 + Penalty 2999.254356 = -839846.031134
  nChanged 32
		SP:Iteration 36Q (15062.010000 sec): 3 clusters
  Score: Raw -842853.009395 + Penalty 2999.254356 = -839853.755039
  nChanged 34
		SP:Iteration 37Q (15062.210000 sec): 3 clusters
  Score: Raw -842862.448126 + Penalty 2999.254356 = -839863.193769
  nChanged 30
		SP:Iteration 38Q (15062.400000 sec): 3 clusters
  Score: Raw -842873.412114 + Penalty 2999.254356 = -839874.157758
  nChanged 39
		SP:Iteration 39Q (15062.620000 sec): 3 clusters
  Score: Raw -842887.324045 + Penalty 2999.254356 = -839888.069689
  nChanged 39
		SP:Iteration 40F (15062.860000 sec): 3 clusters
  Score: Raw -842901.620207 + Penalty 2999.254356 = -839902.365850
  nChanged 39
		SP:Iteration 41Q (15063.100000 sec): 3 clusters
  Score: Raw -842920.601445 + Penalty 2999.254356 = -839921.347088
  nChanged 37
		SP:Iteration 42Q (15063.280000 sec): 3 clusters
  Score: Raw -842933.794997 + Penalty 2999.254356 = -839934.540641
  nChanged 36
		SP:Iteration 43Q (15063.490000 sec): 3 clusters
  Score: Raw -842951.600184 + Penalty 2999.254356 = -839952.345828
  nChanged 35
		SP:Iteration 44Q (15063.720000 sec): 3 clusters
  Score: Raw -842970.439853 + Penalty 2999.254356 = -839971.185497
  nChanged 37
		SP:Iteration 45Q (15063.900000 sec): 3 clusters
  Score: Raw -842985.260932 + Penalty 2999.254356 = -839986.006576
  nChanged 51
		SP:Iteration 46Q (15064.130000 sec): 3 clusters
  Score: Raw -843004.060835 + Penalty 2999.254356 = -840004.806479
  nChanged 37
		SP:Iteration 47Q (15064.330000 sec): 3 clusters
  Score: Raw -843019.377179 + Penalty 2999.254356 = -840020.122822
  nChanged 36
		SP:Iteration 48Q (15064.530000 sec): 3 clusters
  Score: Raw -843034.177890 + Penalty 2999.254356 = -840034.923534
  nChanged 32
		SP:Iteration 49Q (15064.740000 sec): 3 clusters
  Score: Raw -843042.201206 + Penalty 2999.254356 = -840042.946850
  nChanged 32
		SP:Iteration 50Q (15064.880000 sec): 3 clusters
  Score: Raw -843052.622305 + Penalty 2999.254356 = -840053.367949
  nChanged 35
		SP:Iteration 51Q (15065.050000 sec): 3 clusters
  Score: Raw -843061.846462 + Penalty 2999.254356 = -840062.592106
  nChanged 29
		SP:Iteration 52Q (15065.250000 sec): 3 clusters
  Score: Raw -843068.803529 + Penalty 2999.254356 = -840069.549173
  nChanged 21
		SP:Iteration 53Q (15065.460000 sec): 3 clusters
  Score: Raw -843073.867263 + Penalty 2999.254356 = -840074.612907
  nChanged 19
		SP:Iteration 54Q (15065.660000 sec): 3 clusters
  Score: Raw -843078.808138 + Penalty 2999.254356 = -840079.553782
  nChanged 16
		SP:Iteration 55Q (15065.860000 sec): 3 clusters
  Score: Raw -843083.133830 + Penalty 2999.254356 = -840083.879474
  nChanged 20
		SP:Iteration 56Q (15066.060000 sec): 3 clusters
  Score: Raw -843088.244016 + Penalty 2999.254356 = -840088.989660
  nChanged 18
		SP:Iteration 57Q (15066.260000 sec): 3 clusters
  Score: Raw -843093.252052 + Penalty 2999.254356 = -840093.997696
  nChanged 12
		SP:Iteration 58Q (15066.380000 sec): 3 clusters
  Score: Raw -843097.137156 + Penalty 2999.254356 = -840097.882799
  nChanged 16
		SP:Iteration 59Q (15066.580000 sec): 3 clusters
  Score: Raw -843101.181747 + Penalty 2999.254356 = -840101.927390
  nChanged 16
		SP:Iteration 60F (15066.760000 sec): 3 clusters
  Score: Raw -843105.379981 + Penalty 2999.254356 = -840106.125625
  nChanged 15
		SP:Iteration 61Q (15066.920000 sec): 3 clusters
  Score: Raw -843108.696906 + Penalty 2999.254356 = -840109.442550
  nChanged 15
		SP:Iteration 62Q (15067.070000 sec): 3 clusters
  Score: Raw -843112.253594 + Penalty 2999.254356 = -840112.999238
  nChanged 12
		SP:Iteration 63Q (15067.220000 sec): 3 clusters
  Score: Raw -843115.164486 + Penalty 2999.254356 = -840115.910130
  nChanged 12
		SP:Iteration 64Q (15067.380000 sec): 3 clusters
  Score: Raw -843117.569514 + Penalty 2999.254356 = -840118.315158
  nChanged 14
		SP:Iteration 65Q (15067.540000 sec): 3 clusters
  Score: Raw -843121.244402 + Penalty 2999.254356 = -840121.990046
  nChanged 13
		SP:Iteration 66Q (15067.700000 sec): 3 clusters
  Score: Raw -843124.408404 + Penalty 2999.254356 = -840125.154048
  nChanged 10
		SP:Iteration 67Q (15067.900000 sec): 3 clusters
  Score: Raw -843126.466316 + Penalty 2999.254356 = -840127.211960
  nChanged 13
		SP:Iteration 68Q (15068.100000 sec): 3 clusters
  Score: Raw -843129.872955 + Penalty 2999.254356 = -840130.618599
  nChanged 11
		SP:Iteration 69Q (15068.300000 sec): 3 clusters
  Score: Raw -843132.247391 + Penalty 2999.254356 = -840132.993035
  nChanged 9
		SP:Iteration 70Q (15068.510000 sec): 3 clusters
  Score: Raw -843135.483078 + Penalty 2999.254356 = -840136.228722
  nChanged 14
		SP:Iteration 71Q (15068.710000 sec): 3 clusters
  Score: Raw -843140.128992 + Penalty 2999.254356 = -840140.874636
  nChanged 16
		SP:Iteration 72Q (15068.900000 sec): 3 clusters
  Score: Raw -843143.604893 + Penalty 2999.254356 = -840144.350537
  nChanged 12
		SP:Iteration 73Q (15069.070000 sec): 3 clusters
  Score: Raw -843145.520064 + Penalty 2999.254356 = -840146.265708
  nChanged 9
		SP:Iteration 74Q (15069.270000 sec): 3 clusters
  Score: Raw -843149.176019 + Penalty 2999.254356 = -840149.921663
  nChanged 16
		SP:Iteration 75Q (15069.480000 sec): 3 clusters
  Score: Raw -843152.974852 + Penalty 2999.254356 = -840153.720496
  nChanged 11
		SP:Iteration 76Q (15069.620000 sec): 3 clusters
  Score: Raw -843155.830844 + Penalty 2999.254356 = -840156.576487
  nChanged 8
		SP:Iteration 77Q (15069.820000 sec): 3 clusters
  Score: Raw -843157.249919 + Penalty 2999.254356 = -840157.995563
  nChanged 2
		SP:Iteration 78Q (15069.940000 sec): 3 clusters
  Score: Raw -843157.577521 + Penalty 2999.254356 = -840158.323165
  nChanged 3
		SP:Iteration 79Q (15070.150000 sec): 3 clusters
  Score: Raw -843158.302925 + Penalty 2999.254356 = -840159.048569
  nChanged 3
		SP:Iteration 80F (15070.340000 sec): 3 clusters
  Score: Raw -843158.921343 + Penalty 2999.254356 = -840159.666986
  nChanged 4
		SP:Iteration 81Q (15070.490000 sec): 3 clusters
  Score: Raw -843159.762346 + Penalty 2999.254356 = -840160.507989
  nChanged 9
		SP:Iteration 82Q (15070.670000 sec): 3 clusters
  Score: Raw -843161.875987 + Penalty 2999.254356 = -840162.621631
  nChanged 9
		SP:Iteration 83Q (15070.900000 sec): 3 clusters
  Score: Raw -843164.398185 + Penalty 2999.254356 = -840165.143828
  nChanged 7
		SP:Iteration 84Q (15071.100000 sec): 3 clusters
  Score: Raw -843165.912130 + Penalty 2999.254356 = -840166.657774
  nChanged 7
		SP:Iteration 85Q (15071.290000 sec): 3 clusters
  Score: Raw -843167.478456 + Penalty 2999.254356 = -840168.224100
  nChanged 7
		SP:Iteration 86Q (15071.430000 sec): 3 clusters
  Score: Raw -843168.754578 + Penalty 2999.254356 = -840169.500222
  nChanged 6
		SP:Iteration 87Q (15071.670000 sec): 3 clusters
  Score: Raw -843170.570737 + Penalty 2999.254356 = -840171.316381
  nChanged 7
		SP:Iteration 88Q (15071.810000 sec): 3 clusters
  Score: Raw -843172.008538 + Penalty 2999.254356 = -840172.754182
  nChanged 6
		SP:Iteration 89Q (15072.030000 sec): 3 clusters
  Score: Raw -843173.084232 + Penalty 2999.254356 = -840173.829876
  nChanged 7
		SP:Iteration 90Q (15072.180000 sec): 3 clusters
  Score: Raw -843174.333186 + Penalty 2999.254356 = -840175.078830
  nChanged 8
		SP:Iteration 91Q (15072.340000 sec): 3 clusters
  Score: Raw -843176.167075 + Penalty 2999.254356 = -840176.912719
  nChanged 8
		SP:Iteration 92Q (15072.570000 sec): 3 clusters
  Score: Raw -843177.689095 + Penalty 2999.254356 = -840178.434739
  nChanged 6
		SP:Iteration 93Q (15072.800000 sec): 3 clusters
  Score: Raw -843178.989647 + Penalty 2999.254356 = -840179.735291
  nChanged 5
		SP:Iteration 94Q (15072.940000 sec): 3 clusters
  Score: Raw -843180.095841 + Penalty 2999.254356 = -840180.841485
  nChanged 7
		SP:Iteration 95Q (15073.090000 sec): 3 clusters
  Score: Raw -843181.568598 + Penalty 2999.254356 = -840182.314242
  nChanged 8
		SP:Iteration 96Q (15073.240000 sec): 3 clusters
  Score: Raw -843182.778091 + Penalty 2999.254356 = -840183.523735
  nChanged 7
		SP:Iteration 97Q (15073.450000 sec): 3 clusters
  Score: Raw -843184.127446 + Penalty 2999.254356 = -840184.873090
  nChanged 8
		SP:Iteration 98Q (15073.580000 sec): 3 clusters
  Score: Raw -843185.575127 + Penalty 2999.254356 = -840186.320770
  nChanged 9
		SP:Iteration 99Q (15073.790000 sec): 3 clusters
  Score: Raw -843187.152788 + Penalty 2999.254356 = -840187.898432
  nChanged 9
		SP:Iteration 100F (15073.990000 sec): 3 clusters
  Score: Raw -843189.068760 + Penalty 2999.254356 = -840189.814404
  nChanged 9
		SP:Iteration 101Q (15074.180000 sec): 3 clusters
  Score: Raw -843191.417700 + Penalty 2999.254356 = -840192.163344
  nChanged 10
		SP:Iteration 102Q (15074.410000 sec): 3 clusters
  Score: Raw -843194.773687 + Penalty 2999.254356 = -840195.519331
  nChanged 16
		SP:Iteration 103Q (15074.620000 sec): 3 clusters
  Score: Raw -843198.418985 + Penalty 2999.254356 = -840199.164629
  nChanged 15
		SP:Iteration 104Q (15074.790000 sec): 3 clusters
  Score: Raw -843201.433541 + Penalty 2999.254356 = -840202.179185
  nChanged 13
		SP:Iteration 105Q (15074.960000 sec): 3 clusters
  Score: Raw -843204.588843 + Penalty 2999.254356 = -840205.334487
  nChanged 15
		SP:Iteration 106Q (15075.150000 sec): 3 clusters
  Score: Raw -843208.945324 + Penalty 2999.254356 = -840209.690968
  nChanged 18
		SP:Iteration 107Q (15075.340000 sec): 3 clusters
  Score: Raw -843214.028715 + Penalty 2999.254356 = -840214.774359
  nChanged 20
		SP:Iteration 108Q (15075.520000 sec): 3 clusters
  Score: Raw -843218.352435 + Penalty 2999.254356 = -840219.098079
  nChanged 12
		SP:Iteration 109Q (15075.690000 sec): 3 clusters
  Score: Raw -843221.296624 + Penalty 2999.254356 = -840222.042268
  nChanged 11
		SP:Iteration 110Q (15075.890000 sec): 3 clusters
  Score: Raw -843225.291668 + Penalty 2999.254356 = -840226.037312
  nChanged 16
		SP:Iteration 111Q (15076.060000 sec): 3 clusters
  Score: Raw -843230.572195 + Penalty 2999.254356 = -840231.317839
  nChanged 23
		SP:Iteration 112Q (15076.260000 sec): 3 clusters
  Score: Raw -843236.358113 + Penalty 2999.254356 = -840237.103757
  nChanged 15
		SP:Iteration 113Q (15076.380000 sec): 3 clusters
  Score: Raw -843240.632336 + Penalty 2999.254356 = -840241.377980
  nChanged 17
		SP:Iteration 114Q (15076.570000 sec): 3 clusters
  Score: Raw -843246.081763 + Penalty 2999.254356 = -840246.827407
  nChanged 20
		SP:Iteration 115Q (15076.710000 sec): 3 clusters
  Score: Raw -843253.990094 + Penalty 2999.254356 = -840254.735738
  nChanged 23
		SP:Iteration 116Q (15076.900000 sec): 3 clusters
  Score: Raw -843264.948553 + Penalty 2999.254356 = -840265.694197
  nChanged 45
		SP:Iteration 117Q (15077.100000 sec): 3 clusters
  Score: Raw -843289.663926 + Penalty 2999.254356 = -840290.409570
  nChanged 65
		SP:Iteration 118Q (15077.230000 sec): 3 clusters
  Score: Raw -843333.492352 + Penalty 2999.254356 = -840334.237996
  nChanged 79
		SP:Iteration 119Q (15077.430000 sec): 3 clusters
  Score: Raw -843385.189083 + Penalty 2999.254356 = -840385.934727
  nChanged 80
		SP:Iteration 120F (15077.640000 sec): 3 clusters
  Score: Raw -843427.772021 + Penalty 2999.254356 = -840428.517665
  nChanged 69
		SP:Iteration 121Q (15077.830000 sec): 3 clusters
  Score: Raw -843461.780540 + Penalty 2999.254356 = -840462.526184
  nChanged 59
		SP:Iteration 122Q (15077.950000 sec): 3 clusters
  Score: Raw -843481.309923 + Penalty 2999.254356 = -840482.055567
  nChanged 44
		SP:Iteration 123Q (15078.120000 sec): 3 clusters
  Score: Raw -843493.424262 + Penalty 2999.254356 = -840494.169906
  nChanged 35
		SP:Iteration 124Q (15078.310000 sec): 3 clusters
  Score: Raw -843504.195216 + Penalty 2999.254356 = -840504.940860
  nChanged 37
		SP:Iteration 125Q (15078.530000 sec): 3 clusters
  Score: Raw -843516.757413 + Penalty 2999.254356 = -840517.503057
  nChanged 40
		SP:Iteration 126Q (15078.790000 sec): 3 clusters
  Score: Raw -843530.468468 + Penalty 2999.254356 = -840531.214112
  nChanged 33
		SP:Iteration 127Q (15078.940000 sec): 3 clusters
  Score: Raw -843541.895027 + Penalty 2999.254356 = -840542.640671
  nChanged 27
		SP:Iteration 128Q (15079.150000 sec): 3 clusters
  Score: Raw -843552.063606 + Penalty 2999.254356 = -840552.809250
  nChanged 37
		SP:Iteration 129Q (15079.370000 sec): 3 clusters
  Score: Raw -843565.740395 + Penalty 2999.254356 = -840566.486038
  nChanged 43
		SP:Iteration 130Q (15079.600000 sec): 3 clusters
  Score: Raw -843580.008237 + Penalty 2999.254356 = -840580.753881
  nChanged 31
		SP:Iteration 131Q (15079.820000 sec): 3 clusters
  Score: Raw -843589.424338 + Penalty 2999.254356 = -840590.169982
  nChanged 18
		SP:Iteration 132Q (15080.050000 sec): 3 clusters
  Score: Raw -843596.374633 + Penalty 2999.254356 = -840597.120276
  nChanged 29
		SP:Iteration 133Q (15080.240000 sec): 3 clusters
  Score: Raw -843604.935702 + Penalty 2999.254356 = -840605.681346
  nChanged 17
		SP:Iteration 134Q (15080.460000 sec): 3 clusters
  Score: Raw -843610.456698 + Penalty 2999.254356 = -840611.202342
  nChanged 13
		SP:Iteration 135Q (15080.640000 sec): 3 clusters
  Score: Raw -843615.140933 + Penalty 2999.254356 = -840615.886577
  nChanged 11
		SP:Iteration 136Q (15080.860000 sec): 3 clusters
  Score: Raw -843617.995467 + Penalty 2999.254356 = -840618.741111
  nChanged 11
		SP:Iteration 137Q (15081.010000 sec): 3 clusters
  Score: Raw -843620.777298 + Penalty 2999.254356 = -840621.522942
  nChanged 11
		SP:Iteration 138Q (15081.200000 sec): 3 clusters
  Score: Raw -843623.908064 + Penalty 2999.254356 = -840624.653708
  nChanged 8
		SP:Iteration 139Q (15081.430000 sec): 3 clusters
  Score: Raw -843626.669210 + Penalty 2999.254356 = -840627.414853
  nChanged 13
		SP:Iteration 140F (15081.610000 sec): 3 clusters
  Score: Raw -843630.217764 + Penalty 2999.254356 = -840630.963408
  nChanged 12
		SP:Iteration 141Q (15081.830000 sec): 3 clusters
  Score: Raw -843634.059775 + Penalty 2999.254356 = -840634.805419
  nChanged 16
		SP:Iteration 142Q (15081.980000 sec): 3 clusters
  Score: Raw -843638.410228 + Penalty 2999.254356 = -840639.155872
  nChanged 13
		SP:Iteration 143Q (15082.170000 sec): 3 clusters
  Score: Raw -843642.628832 + Penalty 2999.254356 = -840643.374476
  nChanged 18
		SP:Iteration 144Q (15082.330000 sec): 3 clusters
  Score: Raw -843650.565585 + Penalty 2999.254356 = -840651.311228
  nChanged 23
		SP:Iteration 145Q (15082.520000 sec): 3 clusters
  Score: Raw -843659.730553 + Penalty 2999.254356 = -840660.476197
  nChanged 27
		SP:Iteration 146Q (15082.740000 sec): 3 clusters
  Score: Raw -843669.122315 + Penalty 2999.254356 = -840669.867959
  nChanged 29
		SP:Iteration 147Q (15082.930000 sec): 3 clusters
  Score: Raw -843680.280473 + Penalty 2999.254356 = -840681.026117
  nChanged 22
		SP:Iteration 148Q (15083.060000 sec): 3 clusters
  Score: Raw -843690.406394 + Penalty 2999.254356 = -840691.152038
  nChanged 21
		SP:Iteration 149Q (15083.220000 sec): 3 clusters
  Score: Raw -843699.775272 + Penalty 2999.254356 = -840700.520916
  nChanged 25
		SP:Iteration 150Q (15083.490000 sec): 3 clusters
  Score: Raw -843709.155337 + Penalty 2999.254356 = -840709.900981
  nChanged 22
		SP:Iteration 151Q (15083.700000 sec): 3 clusters
  Score: Raw -843722.025340 + Penalty 2999.254356 = -840722.770984
  nChanged 28
		SP:Iteration 152Q (15083.900000 sec): 3 clusters
  Score: Raw -843735.003442 + Penalty 2999.254356 = -840735.749086
  nChanged 24
		SP:Iteration 153Q (15084.130000 sec): 3 clusters
  Score: Raw -843744.730202 + Penalty 2999.254356 = -840745.475846
  nChanged 22
		SP:Iteration 154Q (15084.350000 sec): 3 clusters
  Score: Raw -843749.951151 + Penalty 2999.254356 = -840750.696795
  nChanged 9
		SP:Iteration 155Q (15084.560000 sec): 3 clusters
  Score: Raw -843752.668004 + Penalty 2999.254356 = -840753.413648
  nChanged 12
		SP:Iteration 156Q (15084.780000 sec): 3 clusters
  Score: Raw -843755.774036 + Penalty 2999.254356 = -840756.519679
  nChanged 9
		SP:Iteration 157Q (15085.000000 sec): 3 clusters
  Score: Raw -843758.306190 + Penalty 2999.254356 = -840759.051834
  nChanged 10
		SP:Iteration 158Q (15085.220000 sec): 3 clusters
  Score: Raw -843761.110686 + Penalty 2999.254356 = -840761.856330
  nChanged 11
		SP:Iteration 159Q (15085.440000 sec): 3 clusters
  Score: Raw -843763.646412 + Penalty 2999.254356 = -840764.392056
  nChanged 3
		SP:Iteration 160F (15085.700000 sec): 3 clusters
  Score: Raw -843764.798663 + Penalty 2999.254356 = -840765.544307
  nChanged 1
		SP:Iteration 161Q (15085.920000 sec): 3 clusters
  Score: Raw -843765.253174 + Penalty 2999.254356 = -840765.998818
  nChanged 1
		SP:Iteration 162Q (15086.140000 sec): 3 clusters
  Score: Raw -843766.451944 + Penalty 2999.254356 = -840767.197588
  nChanged 3
		SP:Iteration 163Q (15086.360000 sec): 3 clusters
  Score: Raw -843767.075771 + Penalty 2999.254356 = -840767.821415
  nChanged 3
		SP:Iteration 164Q (15086.580000 sec): 3 clusters
  Score: Raw -843767.996219 + Penalty 2999.254356 = -840768.741863
  nChanged 7
		SP:Iteration 165Q (15086.800000 sec): 3 clusters
  Score: Raw -843769.868433 + Penalty 2999.254356 = -840770.614077
  nChanged 4
		SP:Iteration 166Q (15087.020000 sec): 3 clusters
  Score: Raw -843770.881794 + Penalty 2999.254356 = -840771.627438
  nChanged 2
		SP:Iteration 167Q (15087.210000 sec): 3 clusters
  Score: Raw -843771.507989 + Penalty 2999.254356 = -840772.253633
  nChanged 2
		SP:Iteration 168Q (15087.420000 sec): 3 clusters
  Score: Raw -843771.819940 + Penalty 2999.254356 = -840772.565584
  nChanged 1
		SP:Iteration 169Q (15087.650000 sec): 3 clusters
  Score: Raw -843772.057359 + Penalty 2999.254356 = -840772.803002
  nChanged 0
		SP:Iteration 170F (15087.920000 sec): 3 clusters
  Score: Raw -843772.057359 + Penalty 2999.254356 = -840772.803002
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 108.
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 60 (6203 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15088.020000 sec): 2 clusters
  Score: Raw -554557.708519 + Penalty 1419.078103 = -553138.630416
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15088.230000 sec): 3 clusters
  Score: Raw -551283.235617 + Penalty 2838.156206 = -548445.079412
  nChanged 2561
		SP:Iteration 1F (15088.400000 sec): 3 clusters
  Score: Raw -552613.596666 + Penalty 2838.156206 = -549775.440461
  nChanged 442
		SP:Iteration 2F (15088.560000 sec): 3 clusters
  Score: Raw -552909.698149 + Penalty 2838.156206 = -550071.541943
  nChanged 398
		SP:Iteration 3F (15088.720000 sec): 3 clusters
  Score: Raw -553259.529242 + Penalty 2838.156206 = -550421.373037
  nChanged 418
		SP:Iteration 4F (15088.880000 sec): 3 clusters
  Score: Raw -553674.236369 + Penalty 2838.156206 = -550836.080163
  nChanged 406
		SP:Iteration 5F (15089.050000 sec): 3 clusters
  Score: Raw -554032.059620 + Penalty 2838.156206 = -551193.903414
  nChanged 374
		SP:Iteration 6F (15089.220000 sec): 3 clusters
  Score: Raw -554348.349327 + Penalty 2838.156206 = -551510.193121
  nChanged 309
		SP:Iteration 7Q (15089.420000 sec): 3 clusters
  Score: Raw -554585.653269 + Penalty 2838.156206 = -551747.497064
  nChanged 249
		SP:Iteration 8Q (15089.580000 sec): 3 clusters
  Score: Raw -554746.133282 + Penalty 2838.156206 = -551907.977076
  nChanged 206
		SP:Iteration 9Q (15089.750000 sec): 3 clusters
  Score: Raw -554875.514848 + Penalty 2838.156206 = -552037.358642
  nChanged 159
		SP:Iteration 10Q (15089.910000 sec): 3 clusters
  Score: Raw -554966.276736 + Penalty 2838.156206 = -552128.120530
  nChanged 118
		SP:Iteration 11Q (15090.080000 sec): 3 clusters
  Score: Raw -555031.832603 + Penalty 2838.156206 = -552193.676398
  nChanged 87
		SP:Iteration 12Q (15090.240000 sec): 3 clusters
  Score: Raw -555072.362762 + Penalty 2838.156206 = -552234.206557
  nChanged 57
		SP:Iteration 13Q (15090.400000 sec): 3 clusters
  Score: Raw -555091.382144 + Penalty 2838.156206 = -552253.225938
  nChanged 42
		SP:Iteration 14Q (15090.570000 sec): 3 clusters
  Score: Raw -555106.094027 + Penalty 2838.156206 = -552267.937821
  nChanged 32
		SP:Iteration 15Q (15090.780000 sec): 3 clusters
  Score: Raw -555118.125729 + Penalty 2838.156206 = -552279.969524
  nChanged 35
		SP:Iteration 16Q (15090.980000 sec): 3 clusters
  Score: Raw -555131.047249 + Penalty 2838.156206 = -552292.891043
  nChanged 31
		SP:Iteration 17Q (15091.140000 sec): 3 clusters
  Score: Raw -555138.765535 + Penalty 2838.156206 = -552300.609329
  nChanged 18
		SP:Iteration 18Q (15091.310000 sec): 3 clusters
  Score: Raw -555143.258427 + Penalty 2838.156206 = -552305.102222
  nChanged 18
		SP:Iteration 19Q (15091.520000 sec): 3 clusters
  Score: Raw -555147.631215 + Penalty 2838.156206 = -552309.475009
  nChanged 19
		SP:Iteration 20F (15091.700000 sec): 3 clusters
  Score: Raw -555151.459271 + Penalty 2838.156206 = -552313.303065
  nChanged 18
		SP:Iteration 21Q (15091.940000 sec): 3 clusters
  Score: Raw -555157.488724 + Penalty 2838.156206 = -552319.332518
  nChanged 19
		SP:Iteration 22Q (15092.110000 sec): 3 clusters
  Score: Raw -555162.546954 + Penalty 2838.156206 = -552324.390749
  nChanged 17
		SP:Iteration 23Q (15092.260000 sec): 3 clusters
  Score: Raw -555166.657427 + Penalty 2838.156206 = -552328.501222
  nChanged 15
		SP:Iteration 24Q (15092.420000 sec): 3 clusters
  Score: Raw -555170.218517 + Penalty 2838.156206 = -552332.062312
  nChanged 9
		SP:Iteration 25Q (15092.610000 sec): 3 clusters
  Score: Raw -555173.052228 + Penalty 2838.156206 = -552334.896023
  nChanged 10
		SP:Iteration 26Q (15092.820000 sec): 3 clusters
  Score: Raw -555176.092254 + Penalty 2838.156206 = -552337.936048
  nChanged 12
		SP:Iteration 27Q (15093.050000 sec): 3 clusters
  Score: Raw -555178.102772 + Penalty 2838.156206 = -552339.946566
  nChanged 9
		SP:Iteration 28Q (15093.220000 sec): 3 clusters
  Score: Raw -555179.214923 + Penalty 2838.156206 = -552341.058718
  nChanged 6
		SP:Iteration 29Q (15093.460000 sec): 3 clusters
  Score: Raw -555180.140989 + Penalty 2838.156206 = -552341.984783
  nChanged 4
		SP:Iteration 30Q (15093.660000 sec): 3 clusters
  Score: Raw -555180.636586 + Penalty 2838.156206 = -552342.480380
  nChanged 2
		SP:Iteration 31Q (15093.910000 sec): 3 clusters
  Score: Raw -555181.114150 + Penalty 2838.156206 = -552342.957944
  nChanged 0
		SP:Iteration 32F (15094.120000 sec): 3 clusters
  Score: Raw -555181.114150 + Penalty 2838.156206 = -552342.957944
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 61 (3289 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15094.200000 sec): 2 clusters
  Score: Raw -271198.285991 + Penalty 1315.980063 = -269882.305929
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15094.440000 sec): 3 clusters
  Score: Raw -269676.483669 + Penalty 2631.960125 = -267044.523544
  nChanged 1265
		SP:Iteration 1F (15094.600000 sec): 3 clusters
  Score: Raw -270544.229027 + Penalty 2631.960125 = -267912.268902
  nChanged 288
		SP:Iteration 2F (15094.770000 sec): 3 clusters
  Score: Raw -270775.560898 + Penalty 2631.960125 = -268143.600773
  nChanged 189
		SP:Iteration 3F (15094.950000 sec): 3 clusters
  Score: Raw -270907.505636 + Penalty 2631.960125 = -268275.545511
  nChanged 117
		SP:Iteration 4Q (15095.080000 sec): 3 clusters
  Score: Raw -270972.233872 + Penalty 2631.960125 = -268340.273747
  nChanged 96
		SP:Iteration 5Q (15095.260000 sec): 3 clusters
  Score: Raw -271017.968603 + Penalty 2631.960125 = -268386.008478
  nChanged 65
		SP:Iteration 6Q (15095.410000 sec): 3 clusters
  Score: Raw -271050.086301 + Penalty 2631.960125 = -268418.126176
  nChanged 52
		SP:Iteration 7Q (15095.540000 sec): 3 clusters
  Score: Raw -271072.893135 + Penalty 2631.960125 = -268440.933010
  nChanged 47
		SP:Iteration 8Q (15095.680000 sec): 3 clusters
  Score: Raw -271096.203415 + Penalty 2631.960125 = -268464.243290
  nChanged 50
		SP:Iteration 9Q (15095.820000 sec): 3 clusters
  Score: Raw -271120.140951 + Penalty 2631.960125 = -268488.180826
  nChanged 48
		SP:Iteration 10Q (15095.980000 sec): 3 clusters
  Score: Raw -271149.178964 + Penalty 2631.960125 = -268517.218839
  nChanged 51
		SP:Iteration 11Q (15096.120000 sec): 3 clusters
  Score: Raw -271170.989014 + Penalty 2631.960125 = -268539.028889
  nChanged 37
		SP:Iteration 12Q (15096.250000 sec): 3 clusters
  Score: Raw -271187.829481 + Penalty 2631.960125 = -268555.869356
  nChanged 33
		SP:Iteration 13Q (15096.400000 sec): 3 clusters
  Score: Raw -271200.822117 + Penalty 2631.960125 = -268568.861992
  nChanged 22
		SP:Iteration 14Q (15096.540000 sec): 3 clusters
  Score: Raw -271210.642391 + Penalty 2631.960125 = -268578.682266
  nChanged 25
		SP:Iteration 15Q (15096.690000 sec): 3 clusters
  Score: Raw -271220.219217 + Penalty 2631.960125 = -268588.259092
  nChanged 20
		SP:Iteration 16Q (15096.800000 sec): 3 clusters
  Score: Raw -271227.863957 + Penalty 2631.960125 = -268595.903832
  nChanged 25
		SP:Iteration 17Q (15096.950000 sec): 3 clusters
  Score: Raw -271236.408026 + Penalty 2631.960125 = -268604.447901
  nChanged 21
		SP:Iteration 18Q (15097.120000 sec): 3 clusters
  Score: Raw -271247.700979 + Penalty 2631.960125 = -268615.740854
  nChanged 26
		SP:Iteration 19Q (15097.230000 sec): 3 clusters
  Score: Raw -271258.671187 + Penalty 2631.960125 = -268626.711062
  nChanged 25
		SP:Iteration 20F (15097.370000 sec): 3 clusters
  Score: Raw -271267.518362 + Penalty 2631.960125 = -268635.558237
  nChanged 19
		SP:Iteration 21Q (15097.480000 sec): 3 clusters
  Score: Raw -271274.570872 + Penalty 2631.960125 = -268642.610747
  nChanged 19
		SP:Iteration 22Q (15097.620000 sec): 3 clusters
  Score: Raw -271278.700385 + Penalty 2631.960125 = -268646.740260
  nChanged 6
		SP:Iteration 23Q (15097.750000 sec): 3 clusters
  Score: Raw -271279.968193 + Penalty 2631.960125 = -268648.008068
  nChanged 3
		SP:Iteration 24Q (15097.900000 sec): 3 clusters
  Score: Raw -271280.437906 + Penalty 2631.960125 = -268648.477781
  nChanged 2
		SP:Iteration 25Q (15098.060000 sec): 3 clusters
  Score: Raw -271281.094233 + Penalty 2631.960125 = -268649.134108
  nChanged 2
		SP:Iteration 26Q (15098.240000 sec): 3 clusters
  Score: Raw -271281.783633 + Penalty 2631.960125 = -268649.823508
  nChanged 1
		SP:Iteration 27Q (15098.380000 sec): 3 clusters
  Score: Raw -271282.321128 + Penalty 2631.960125 = -268650.361003
  nChanged 3
		SP:Iteration 28Q (15098.560000 sec): 3 clusters
  Score: Raw -271284.163821 + Penalty 2631.960125 = -268652.203696
  nChanged 3
		SP:Iteration 29Q (15098.670000 sec): 3 clusters
  Score: Raw -271285.416298 + Penalty 2631.960125 = -268653.456173
  nChanged 3
		SP:Iteration 30Q (15098.840000 sec): 3 clusters
  Score: Raw -271285.796090 + Penalty 2631.960125 = -268653.835965
  nChanged 1
		SP:Iteration 31Q (15099.030000 sec): 3 clusters
  Score: Raw -271286.383972 + Penalty 2631.960125 = -268654.423847
  nChanged 2
		SP:Iteration 32Q (15099.180000 sec): 3 clusters
  Score: Raw -271286.894243 + Penalty 2631.960125 = -268654.934118
  nChanged 3
		SP:Iteration 33Q (15099.280000 sec): 3 clusters
  Score: Raw -271287.755904 + Penalty 2631.960125 = -268655.795779
  nChanged 3
		SP:Iteration 34Q (15099.420000 sec): 3 clusters
  Score: Raw -271288.486102 + Penalty 2631.960125 = -268656.525977
  nChanged 2
		SP:Iteration 35Q (15099.570000 sec): 3 clusters
  Score: Raw -271288.746238 + Penalty 2631.960125 = -268656.786113
  nChanged 2
		SP:Iteration 36Q (15099.730000 sec): 3 clusters
  Score: Raw -271289.119087 + Penalty 2631.960125 = -268657.158962
  nChanged 0
		SP:Iteration 37F (15099.900000 sec): 3 clusters
  Score: Raw -271289.119087 + Penalty 2631.960125 = -268657.158962
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 62 (348 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15099.970000 sec): 2 clusters
  Score: Raw -26052.575931 + Penalty 950.982903 = -25101.593028
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15100.070000 sec): 3 clusters
  Score: Raw -26076.724131 + Penalty 1901.965806 = -24174.758325
  nChanged 75
		SP:Iteration 1F (15100.230000 sec): 3 clusters
  Score: Raw -26241.987920 + Penalty 1901.965806 = -24340.022114
  nChanged 21
		SP:Iteration 2F (15100.320000 sec): 3 clusters
  Score: Raw -26314.720098 + Penalty 1901.965806 = -24412.754292
  nChanged 15
		SP:Iteration 3Q (15100.470000 sec): 3 clusters
  Score: Raw -26361.615262 + Penalty 1901.965806 = -24459.649457
  nChanged 11
		SP:Iteration 4Q (15100.560000 sec): 3 clusters
  Score: Raw -26383.644647 + Penalty 1901.965806 = -24481.678841
  nChanged 4
		SP:Iteration 5Q (15100.710000 sec): 3 clusters
  Score: Raw -26397.822925 + Penalty 1901.965806 = -24495.857119
  nChanged 1
		SP:Iteration 6Q (15100.810000 sec): 3 clusters
  Score: Raw -26402.680103 + Penalty 1901.965806 = -24500.714298
  nChanged 2
		SP:Iteration 7Q (15100.900000 sec): 3 clusters
  Score: Raw -26406.682072 + Penalty 1901.965806 = -24504.716266
  nChanged 1
		SP:Iteration 8Q (15101.050000 sec): 3 clusters
  Score: Raw -26409.312715 + Penalty 1901.965806 = -24507.346909
  nChanged 0
		SP:Iteration 9F (15101.140000 sec): 3 clusters
  Score: Raw -26409.312715 + Penalty 1901.965806 = -24507.346909
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 63 (7687 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15101.320000 sec): 2 clusters
  Score: Raw -743300.550309 + Penalty 1453.933954 = -741846.616355
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15101.450000 sec): 3 clusters
  Score: Raw -739103.733514 + Penalty 2907.867908 = -736195.865607
  nChanged 3235
		SP:Iteration 1F (15101.620000 sec): 3 clusters
  Score: Raw -740783.723335 + Penalty 2907.867908 = -737875.855427
  nChanged 492
		SP:Iteration 2F (15101.820000 sec): 3 clusters
  Score: Raw -740988.470400 + Penalty 2907.867908 = -738080.602492
  nChanged 380
		SP:Iteration 3Q (15101.930000 sec): 3 clusters
  Score: Raw -741154.388046 + Penalty 2907.867908 = -738246.520138
  nChanged 320
		SP:Iteration 4Q (15102.140000 sec): 3 clusters
  Score: Raw -741299.643487 + Penalty 2907.867908 = -738391.775579
  nChanged 285
		SP:Iteration 5Q (15102.290000 sec): 3 clusters
  Score: Raw -741466.278635 + Penalty 2907.867908 = -738558.410728
  nChanged 296
		SP:Iteration 6Q (15102.500000 sec): 3 clusters
  Score: Raw -741657.407552 + Penalty 2907.867908 = -738749.539644
  nChanged 252
		SP:Iteration 7Q (15102.640000 sec): 3 clusters
  Score: Raw -741825.067878 + Penalty 2907.867908 = -738917.199970
  nChanged 270
		SP:Iteration 8Q (15102.800000 sec): 3 clusters
  Score: Raw -741990.160607 + Penalty 2907.867908 = -739082.292700
  nChanged 257
		SP:Iteration 9Q (15103.020000 sec): 3 clusters
  Score: Raw -742143.486173 + Penalty 2907.867908 = -739235.618266
  nChanged 246
		SP:Iteration 10Q (15103.200000 sec): 3 clusters
  Score: Raw -742288.090999 + Penalty 2907.867908 = -739380.223091
  nChanged 251
		SP:Iteration 11Q (15103.360000 sec): 3 clusters
  Score: Raw -742432.083709 + Penalty 2907.867908 = -739524.215801
  nChanged 230
		SP:Iteration 12Q (15103.560000 sec): 3 clusters
  Score: Raw -742568.457545 + Penalty 2907.867908 = -739660.589638
  nChanged 234
		SP:Iteration 13Q (15103.890000 sec): 3 clusters
  Score: Raw -742716.923056 + Penalty 2907.867908 = -739809.055148
  nChanged 194
		SP:Iteration 14Q (15104.090000 sec): 3 clusters
  Score: Raw -742839.515817 + Penalty 2907.867908 = -739931.647910
  nChanged 176
		SP:Iteration 15Q (15104.260000 sec): 3 clusters
  Score: Raw -742955.655976 + Penalty 2907.867908 = -740047.788069
  nChanged 164
		SP:Iteration 16Q (15104.580000 sec): 3 clusters
  Score: Raw -743073.347486 + Penalty 2907.867908 = -740165.479579
  nChanged 134
		SP:Iteration 17Q (15104.780000 sec): 3 clusters
  Score: Raw -743178.815884 + Penalty 2907.867908 = -740270.947976
  nChanged 104
		SP:Iteration 18Q (15104.970000 sec): 3 clusters
  Score: Raw -743257.234465 + Penalty 2907.867908 = -740349.366558
  nChanged 73
		SP:Iteration 19Q (15105.190000 sec): 3 clusters
  Score: Raw -743324.543307 + Penalty 2907.867908 = -740416.675400
  nChanged 56
		SP:Iteration 20F (15105.380000 sec): 3 clusters
  Score: Raw -743365.937272 + Penalty 2907.867908 = -740458.069365
  nChanged 32
		SP:Iteration 21Q (15105.630000 sec): 3 clusters
  Score: Raw -743400.043292 + Penalty 2907.867908 = -740492.175385
  nChanged 28
		SP:Iteration 22Q (15105.780000 sec): 3 clusters
  Score: Raw -743424.124761 + Penalty 2907.867908 = -740516.256854
  nChanged 18
		SP:Iteration 23Q (15105.930000 sec): 3 clusters
  Score: Raw -743441.501602 + Penalty 2907.867908 = -740533.633694
  nChanged 11
		SP:Iteration 24Q (15106.120000 sec): 3 clusters
  Score: Raw -743454.218330 + Penalty 2907.867908 = -740546.350423
  nChanged 8
		SP:Iteration 25Q (15106.290000 sec): 3 clusters
  Score: Raw -743458.438403 + Penalty 2907.867908 = -740550.570496
  nChanged 6
		SP:Iteration 26Q (15106.480000 sec): 3 clusters
  Score: Raw -743463.023062 + Penalty 2907.867908 = -740555.155154
  nChanged 3
		SP:Iteration 27Q (15106.660000 sec): 3 clusters
  Score: Raw -743465.646679 + Penalty 2907.867908 = -740557.778772
  nChanged 3
		SP:Iteration 28Q (15106.900000 sec): 3 clusters
  Score: Raw -743468.589892 + Penalty 2907.867908 = -740560.721985
  nChanged 6
		SP:Iteration 29Q (15107.130000 sec): 3 clusters
  Score: Raw -743474.540534 + Penalty 2907.867908 = -740566.672627
  nChanged 8
		SP:Iteration 30Q (15107.350000 sec): 3 clusters
  Score: Raw -743485.385762 + Penalty 2907.867908 = -740577.517854
  nChanged 8
		SP:Iteration 31Q (15107.520000 sec): 3 clusters
  Score: Raw -743496.524357 + Penalty 2907.867908 = -740588.656449
  nChanged 8
		SP:Iteration 32Q (15107.720000 sec): 3 clusters
  Score: Raw -743506.067096 + Penalty 2907.867908 = -740598.199189
  nChanged 4
		SP:Iteration 33Q (15107.910000 sec): 3 clusters
  Score: Raw -743510.782673 + Penalty 2907.867908 = -740602.914765
  nChanged 2
		SP:Iteration 34Q (15108.050000 sec): 3 clusters
  Score: Raw -743514.190688 + Penalty 2907.867908 = -740606.322780
  nChanged 3
		SP:Iteration 35Q (15108.260000 sec): 3 clusters
  Score: Raw -743517.450303 + Penalty 2907.867908 = -740609.582396
  nChanged 2
		SP:Iteration 36Q (15108.380000 sec): 3 clusters
  Score: Raw -743518.599523 + Penalty 2907.867908 = -740610.731616
  nChanged 1
		SP:Iteration 37Q (15108.540000 sec): 3 clusters
  Score: Raw -743519.062272 + Penalty 2907.867908 = -740611.194365
  nChanged 0
		SP:Iteration 38F (15108.730000 sec): 3 clusters
  Score: Raw -743519.062272 + Penalty 2907.867908 = -740611.194365
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 64 (4142 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15108.860000 sec): 2 clusters
  Score: Raw -333779.922337 + Penalty 1353.451782 = -332426.470555
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15109.020000 sec): 3 clusters
  Score: Raw -331713.794423 + Penalty 2706.903564 = -329006.890859
  nChanged 1675
		SP:Iteration 1F (15109.170000 sec): 3 clusters
  Score: Raw -332694.077001 + Penalty 2706.903564 = -329987.173437
  nChanged 351
		SP:Iteration 2F (15109.300000 sec): 3 clusters
  Score: Raw -332935.209598 + Penalty 2706.903564 = -330228.306034
  nChanged 285
		SP:Iteration 3F (15109.480000 sec): 3 clusters
  Score: Raw -333144.430939 + Penalty 2706.903564 = -330437.527376
  nChanged 248
		SP:Iteration 4F (15109.640000 sec): 3 clusters
  Score: Raw -333336.477110 + Penalty 2706.903564 = -330629.573547
  nChanged 216
		SP:Iteration 5F (15109.810000 sec): 3 clusters
  Score: Raw -333507.965382 + Penalty 2706.903564 = -330801.061818
  nChanged 193
		SP:Iteration 6Q (15109.970000 sec): 3 clusters
  Score: Raw -333645.040150 + Penalty 2706.903564 = -330938.136587
  nChanged 172
		SP:Iteration 7Q (15110.080000 sec): 3 clusters
  Score: Raw -333780.369167 + Penalty 2706.903564 = -331073.465603
  nChanged 152
		SP:Iteration 8Q (15110.240000 sec): 3 clusters
  Score: Raw -333907.837444 + Penalty 2706.903564 = -331200.933880
  nChanged 131
		SP:Iteration 9Q (15110.460000 sec): 3 clusters
  Score: Raw -334007.956847 + Penalty 2706.903564 = -331301.053283
  nChanged 106
		SP:Iteration 10Q (15110.680000 sec): 3 clusters
  Score: Raw -334084.957015 + Penalty 2706.903564 = -331378.053451
  nChanged 89
		SP:Iteration 11Q (15110.770000 sec): 3 clusters
  Score: Raw -334137.235461 + Penalty 2706.903564 = -331430.331897
  nChanged 66
		SP:Iteration 12Q (15110.920000 sec): 3 clusters
  Score: Raw -334173.421955 + Penalty 2706.903564 = -331466.518391
  nChanged 46
		SP:Iteration 13Q (15111.060000 sec): 3 clusters
  Score: Raw -334200.106438 + Penalty 2706.903564 = -331493.202874
  nChanged 49
		SP:Iteration 14Q (15111.200000 sec): 3 clusters
  Score: Raw -334221.401087 + Penalty 2706.903564 = -331514.497523
  nChanged 36
		SP:Iteration 15Q (15111.340000 sec): 3 clusters
  Score: Raw -334235.163971 + Penalty 2706.903564 = -331528.260408
  nChanged 19
		SP:Iteration 16Q (15111.480000 sec): 3 clusters
  Score: Raw -334244.312830 + Penalty 2706.903564 = -331537.409266
  nChanged 13
		SP:Iteration 17Q (15111.670000 sec): 3 clusters
  Score: Raw -334250.892426 + Penalty 2706.903564 = -331543.988863
  nChanged 13
		SP:Iteration 18Q (15111.860000 sec): 3 clusters
  Score: Raw -334256.698760 + Penalty 2706.903564 = -331549.795196
  nChanged 9
		SP:Iteration 19Q (15111.980000 sec): 3 clusters
  Score: Raw -334260.342318 + Penalty 2706.903564 = -331553.438755
  nChanged 15
		SP:Iteration 20F (15112.130000 sec): 3 clusters
  Score: Raw -334269.925196 + Penalty 2706.903564 = -331563.021633
  nChanged 16
		SP:Iteration 21Q (15112.300000 sec): 3 clusters
  Score: Raw -334278.361857 + Penalty 2706.903564 = -331571.458294
  nChanged 16
		SP:Iteration 22Q (15112.430000 sec): 3 clusters
  Score: Raw -334283.475708 + Penalty 2706.903564 = -331576.572144
  nChanged 14
		SP:Iteration 23Q (15112.570000 sec): 3 clusters
  Score: Raw -334291.591320 + Penalty 2706.903564 = -331584.687756
  nChanged 21
		SP:Iteration 24Q (15112.720000 sec): 3 clusters
  Score: Raw -334301.556025 + Penalty 2706.903564 = -331594.652461
  nChanged 13
		SP:Iteration 25Q (15112.870000 sec): 3 clusters
  Score: Raw -334306.634515 + Penalty 2706.903564 = -331599.730951
  nChanged 12
		SP:Iteration 26Q (15113.050000 sec): 3 clusters
  Score: Raw -334312.495958 + Penalty 2706.903564 = -331605.592394
  nChanged 10
		SP:Iteration 27Q (15113.100000 sec): 3 clusters
  Score: Raw -334315.212914 + Penalty 2706.903564 = -331608.309350
  nChanged 2
		SP:Iteration 28Q (15113.170000 sec): 3 clusters
  Score: Raw -334315.980058 + Penalty 2706.903564 = -331609.076494
  nChanged 3
		SP:Iteration 29Q (15113.260000 sec): 3 clusters
  Score: Raw -334316.743913 + Penalty 2706.903564 = -331609.840350
  nChanged 2
		SP:Iteration 30Q (15113.340000 sec): 3 clusters
  Score: Raw -334317.441609 + Penalty 2706.903564 = -331610.538045
  nChanged 2
		SP:Iteration 31Q (15113.520000 sec): 3 clusters
  Score: Raw -334317.921718 + Penalty 2706.903564 = -331611.018154
  nChanged 3
		SP:Iteration 32Q (15113.690000 sec): 3 clusters
  Score: Raw -334318.382046 + Penalty 2706.903564 = -331611.478483
  nChanged 4
		SP:Iteration 33Q (15113.870000 sec): 3 clusters
  Score: Raw -334320.319862 + Penalty 2706.903564 = -331613.416298
  nChanged 5
		SP:Iteration 34Q (15114.050000 sec): 3 clusters
  Score: Raw -334322.038605 + Penalty 2706.903564 = -331615.135042
  nChanged 3
		SP:Iteration 35Q (15114.220000 sec): 3 clusters
  Score: Raw -334322.977867 + Penalty 2706.903564 = -331616.074303
  nChanged 2
		SP:Iteration 36Q (15114.400000 sec): 3 clusters
  Score: Raw -334323.479177 + Penalty 2706.903564 = -331616.575614
  nChanged 3
		SP:Iteration 37Q (15114.570000 sec): 3 clusters
  Score: Raw -334326.191075 + Penalty 2706.903564 = -331619.287512
  nChanged 8
		SP:Iteration 38Q (15114.750000 sec): 3 clusters
  Score: Raw -334330.683026 + Penalty 2706.903564 = -331623.779462
  nChanged 9
		SP:Iteration 39Q (15114.930000 sec): 3 clusters
  Score: Raw -334334.826271 + Penalty 2706.903564 = -331627.922708
  nChanged 6
		SP:Iteration 40F (15115.100000 sec): 3 clusters
  Score: Raw -334338.061858 + Penalty 2706.903564 = -331631.158294
  nChanged 6
		SP:Iteration 41Q (15115.280000 sec): 3 clusters
  Score: Raw -334341.498008 + Penalty 2706.903564 = -331634.594444
  nChanged 9
		SP:Iteration 42Q (15115.450000 sec): 3 clusters
  Score: Raw -334345.448392 + Penalty 2706.903564 = -331638.544828
  nChanged 6
		SP:Iteration 43Q (15115.630000 sec): 3 clusters
  Score: Raw -334348.001679 + Penalty 2706.903564 = -331641.098115
  nChanged 3
		SP:Iteration 44Q (15115.800000 sec): 3 clusters
  Score: Raw -334350.581152 + Penalty 2706.903564 = -331643.677588
  nChanged 6
		SP:Iteration 45Q (15115.980000 sec): 3 clusters
  Score: Raw -334353.696254 + Penalty 2706.903564 = -331646.792690
  nChanged 4
		SP:Iteration 46Q (15116.150000 sec): 3 clusters
  Score: Raw -334354.870378 + Penalty 2706.903564 = -331647.966814
  nChanged 3
		SP:Iteration 47Q (15116.330000 sec): 3 clusters
  Score: Raw -334355.572230 + Penalty 2706.903564 = -331648.668667
  nChanged 3
		SP:Iteration 48Q (15116.510000 sec): 3 clusters
  Score: Raw -334356.605081 + Penalty 2706.903564 = -331649.701517
  nChanged 3
		SP:Iteration 49Q (15116.680000 sec): 3 clusters
  Score: Raw -334357.834396 + Penalty 2706.903564 = -331650.930832
  nChanged 1
		SP:Iteration 50Q (15116.860000 sec): 3 clusters
  Score: Raw -334358.062608 + Penalty 2706.903564 = -331651.159045
  nChanged 2
		SP:Iteration 51Q (15117.030000 sec): 3 clusters
  Score: Raw -334358.908666 + Penalty 2706.903564 = -331652.005103
  nChanged 3
		SP:Iteration 52Q (15117.210000 sec): 3 clusters
  Score: Raw -334360.225827 + Penalty 2706.903564 = -331653.322263
  nChanged 3
		SP:Iteration 53Q (15117.390000 sec): 3 clusters
  Score: Raw -334361.211016 + Penalty 2706.903564 = -331654.307452
  nChanged 4
		SP:Iteration 54Q (15117.560000 sec): 3 clusters
  Score: Raw -334363.378707 + Penalty 2706.903564 = -331656.475144
  nChanged 2
		SP:Iteration 55Q (15117.740000 sec): 3 clusters
  Score: Raw -334364.215908 + Penalty 2706.903564 = -331657.312344
  nChanged 0
		SP:Iteration 56F (15117.910000 sec): 3 clusters
  Score: Raw -334364.215908 + Penalty 2706.903564 = -331657.312344
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 65 (3656 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15118.030000 sec): 2 clusters
  Score: Raw -307185.362421 + Penalty 1333.170302 = -305852.192119
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15118.230000 sec): 3 clusters
  Score: Raw -305415.718768 + Penalty 2666.340603 = -302749.378165
  nChanged 1399
		SP:Iteration 1F (15118.400000 sec): 3 clusters
  Score: Raw -306252.643185 + Penalty 2666.340603 = -303586.302582
  nChanged 284
		SP:Iteration 2F (15118.580000 sec): 3 clusters
  Score: Raw -306425.524023 + Penalty 2666.340603 = -303759.183420
  nChanged 216
		SP:Iteration 3F (15118.750000 sec): 3 clusters
  Score: Raw -306556.946315 + Penalty 2666.340603 = -303890.605712
  nChanged 162
		SP:Iteration 4Q (15118.930000 sec): 3 clusters
  Score: Raw -306674.800497 + Penalty 2666.340603 = -304008.459893
  nChanged 162
		SP:Iteration 5Q (15119.110000 sec): 3 clusters
  Score: Raw -306802.333301 + Penalty 2666.340603 = -304135.992698
  nChanged 149
		SP:Iteration 6Q (15119.280000 sec): 3 clusters
  Score: Raw -306905.209316 + Penalty 2666.340603 = -304238.868713
  nChanged 133
		SP:Iteration 7Q (15119.460000 sec): 3 clusters
  Score: Raw -306997.698265 + Penalty 2666.340603 = -304331.357662
  nChanged 130
		SP:Iteration 8Q (15119.630000 sec): 3 clusters
  Score: Raw -307092.762897 + Penalty 2666.340603 = -304426.422294
  nChanged 120
		SP:Iteration 9Q (15119.810000 sec): 3 clusters
  Score: Raw -307185.856025 + Penalty 2666.340603 = -304519.515422
  nChanged 118
		SP:Iteration 10Q (15119.990000 sec): 3 clusters
  Score: Raw -307284.808269 + Penalty 2666.340603 = -304618.467666
  nChanged 103
		SP:Iteration 11Q (15120.160000 sec): 3 clusters
  Score: Raw -307371.452275 + Penalty 2666.340603 = -304705.111672
  nChanged 90
		SP:Iteration 12Q (15120.340000 sec): 3 clusters
  Score: Raw -307435.360743 + Penalty 2666.340603 = -304769.020140
  nChanged 77
		SP:Iteration 13Q (15120.510000 sec): 3 clusters
  Score: Raw -307491.220058 + Penalty 2666.340603 = -304824.879455
  nChanged 64
		SP:Iteration 14Q (15120.730000 sec): 3 clusters
  Score: Raw -307548.420413 + Penalty 2666.340603 = -304882.079810
  nChanged 54
		SP:Iteration 15Q (15120.910000 sec): 3 clusters
  Score: Raw -307585.322555 + Penalty 2666.340603 = -304918.981952
  nChanged 32
		SP:Iteration 16Q (15121.130000 sec): 3 clusters
  Score: Raw -307603.253086 + Penalty 2666.340603 = -304936.912483
  nChanged 21
		SP:Iteration 17Q (15121.280000 sec): 3 clusters
  Score: Raw -307612.085534 + Penalty 2666.340603 = -304945.744931
  nChanged 18
		SP:Iteration 18Q (15121.470000 sec): 3 clusters
  Score: Raw -307620.745053 + Penalty 2666.340603 = -304954.404449
  nChanged 12
		SP:Iteration 19Q (15121.670000 sec): 3 clusters
  Score: Raw -307627.568509 + Penalty 2666.340603 = -304961.227906
  nChanged 10
		SP:Iteration 20F (15121.820000 sec): 3 clusters
  Score: Raw -307632.993134 + Penalty 2666.340603 = -304966.652531
  nChanged 8
		SP:Iteration 21Q (15121.990000 sec): 3 clusters
  Score: Raw -307638.981546 + Penalty 2666.340603 = -304972.640942
  nChanged 8
		SP:Iteration 22Q (15122.160000 sec): 3 clusters
  Score: Raw -307643.989218 + Penalty 2666.340603 = -304977.648615
  nChanged 6
		SP:Iteration 23Q (15122.370000 sec): 3 clusters
  Score: Raw -307645.848891 + Penalty 2666.340603 = -304979.508288
  nChanged 2
		SP:Iteration 24Q (15122.550000 sec): 3 clusters
  Score: Raw -307646.233814 + Penalty 2666.340603 = -304979.893211
  nChanged 1
		SP:Iteration 25Q (15122.700000 sec): 3 clusters
  Score: Raw -307646.552184 + Penalty 2666.340603 = -304980.211581
  nChanged 0
		SP:Iteration 26F (15122.870000 sec): 3 clusters
  Score: Raw -307646.552184 + Penalty 2666.340603 = -304980.211581
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 66 (2143 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15122.970000 sec): 2 clusters
  Score: Raw -186171.944214 + Penalty 1246.368824 = -184925.575390
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15123.080000 sec): 3 clusters
  Score: Raw -185222.674765 + Penalty 2492.737649 = -182729.937116
  nChanged 813
		SP:Iteration 1F (15123.180000 sec): 3 clusters
  Score: Raw -185838.680222 + Penalty 2492.737649 = -183345.942574
  nChanged 198
		SP:Iteration 2F (15123.330000 sec): 3 clusters
  Score: Raw -186002.613250 + Penalty 2492.737649 = -183509.875602
  nChanged 114
		SP:Iteration 3F (15123.470000 sec): 3 clusters
  Score: Raw -186104.273381 + Penalty 2492.737649 = -183611.535733
  nChanged 96
		SP:Iteration 4Q (15123.620000 sec): 3 clusters
  Score: Raw -186176.710363 + Penalty 2492.737649 = -183683.972715
  nChanged 86
		SP:Iteration 5Q (15123.760000 sec): 3 clusters
  Score: Raw -186245.625355 + Penalty 2492.737649 = -183752.887706
  nChanged 82
		SP:Iteration 6Q (15123.910000 sec): 3 clusters
  Score: Raw -186308.447357 + Penalty 2492.737649 = -183815.709709
  nChanged 75
		SP:Iteration 7Q (15124.020000 sec): 3 clusters
  Score: Raw -186362.163990 + Penalty 2492.737649 = -183869.426342
  nChanged 55
		SP:Iteration 8Q (15124.160000 sec): 3 clusters
  Score: Raw -186401.130174 + Penalty 2492.737649 = -183908.392526
  nChanged 53
		SP:Iteration 9Q (15124.250000 sec): 3 clusters
  Score: Raw -186449.308328 + Penalty 2492.737649 = -183956.570679
  nChanged 59
		SP:Iteration 10Q (15124.390000 sec): 3 clusters
  Score: Raw -186504.170891 + Penalty 2492.737649 = -184011.433243
  nChanged 59
		SP:Iteration 11Q (15124.490000 sec): 3 clusters
  Score: Raw -186552.197241 + Penalty 2492.737649 = -184059.459592
  nChanged 53
		SP:Iteration 12Q (15124.640000 sec): 3 clusters
  Score: Raw -186600.443238 + Penalty 2492.737649 = -184107.705590
  nChanged 47
		SP:Iteration 13Q (15124.750000 sec): 3 clusters
  Score: Raw -186635.427865 + Penalty 2492.737649 = -184142.690217
  nChanged 37
		SP:Iteration 14Q (15124.840000 sec): 3 clusters
  Score: Raw -186674.899007 + Penalty 2492.737649 = -184182.161359
  nChanged 35
		SP:Iteration 15Q (15124.990000 sec): 3 clusters
  Score: Raw -186707.628532 + Penalty 2492.737649 = -184214.890884
  nChanged 29
		SP:Iteration 16Q (15125.120000 sec): 3 clusters
  Score: Raw -186730.619149 + Penalty 2492.737649 = -184237.881500
  nChanged 20
		SP:Iteration 17Q (15125.300000 sec): 3 clusters
  Score: Raw -186748.686484 + Penalty 2492.737649 = -184255.948835
  nChanged 17
		SP:Iteration 18Q (15125.480000 sec): 3 clusters
  Score: Raw -186758.592632 + Penalty 2492.737649 = -184265.854983
  nChanged 16
		SP:Iteration 19Q (15125.650000 sec): 3 clusters
  Score: Raw -186766.150304 + Penalty 2492.737649 = -184273.412655
  nChanged 11
		SP:Iteration 20F (15125.830000 sec): 3 clusters
  Score: Raw -186775.528129 + Penalty 2492.737649 = -184282.790480
  nChanged 12
		SP:Iteration 21Q (15126.010000 sec): 3 clusters
  Score: Raw -186787.168920 + Penalty 2492.737649 = -184294.431272
  nChanged 13
		SP:Iteration 22Q (15126.190000 sec): 3 clusters
  Score: Raw -186798.862921 + Penalty 2492.737649 = -184306.125273
  nChanged 17
		SP:Iteration 23Q (15126.330000 sec): 3 clusters
  Score: Raw -186815.890041 + Penalty 2492.737649 = -184323.152392
  nChanged 11
		SP:Iteration 24Q (15126.510000 sec): 3 clusters
  Score: Raw -186826.961731 + Penalty 2492.737649 = -184334.224083
  nChanged 14
		SP:Iteration 25Q (15126.640000 sec): 3 clusters
  Score: Raw -186839.252855 + Penalty 2492.737649 = -184346.515207
  nChanged 14
		SP:Iteration 26Q (15126.780000 sec): 3 clusters
  Score: Raw -186849.119628 + Penalty 2492.737649 = -184356.381979
  nChanged 12
		SP:Iteration 27Q (15126.910000 sec): 3 clusters
  Score: Raw -186855.536870 + Penalty 2492.737649 = -184362.799222
  nChanged 6
		SP:Iteration 28Q (15127.010000 sec): 3 clusters
  Score: Raw -186860.330510 + Penalty 2492.737649 = -184367.592862
  nChanged 2
		SP:Iteration 29Q (15127.140000 sec): 3 clusters
  Score: Raw -186861.942778 + Penalty 2492.737649 = -184369.205130
  nChanged 2
		SP:Iteration 30Q (15127.230000 sec): 3 clusters
  Score: Raw -186862.614421 + Penalty 2492.737649 = -184369.876772
  nChanged 0
		SP:Iteration 31F (15127.350000 sec): 3 clusters
  Score: Raw -186862.614421 + Penalty 2492.737649 = -184369.876772
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 67 (109280 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15128.110000 sec): 2 clusters
  Score: Raw -9856276.929895 + Penalty 1885.271160 = -9854391.658736
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15128.960000 sec): 3 clusters
  Score: Raw -9785193.224491 + Penalty 3770.542319 = -9781422.682171
  nChanged 52155
		SP:Iteration 1F (15129.790000 sec): 3 clusters
  Score: Raw -9815634.589630 + Penalty 3770.542319 = -9811864.047311
  nChanged 3406
		SP:Iteration 2Q (15130.690000 sec): 3 clusters
  Score: Raw -9816423.014066 + Penalty 3770.542319 = -9812652.471746
  nChanged 3526
		SP:Iteration 3Q (15131.630000 sec): 3 clusters
  Score: Raw -9817365.040982 + Penalty 3770.542319 = -9813594.498662
  nChanged 4060
		SP:Iteration 4Q (15132.610000 sec): 3 clusters
  Score: Raw -9818697.101614 + Penalty 3770.542319 = -9814926.559295
  nChanged 4929
		SP:Iteration 5Q (15133.540000 sec): 3 clusters
  Score: Raw -9820793.449784 + Penalty 3770.542319 = -9817022.907465
  nChanged 6520
		SP:Iteration 6F (15134.450000 sec): 3 clusters
  Score: Raw -9824487.287783 + Penalty 3770.542319 = -9820716.745464
  nChanged 8437
		SP:Iteration 7F (15135.360000 sec): 3 clusters
  Score: Raw -9830792.859752 + Penalty 3770.542319 = -9827022.317433
  nChanged 9759
		SP:Iteration 8F (15136.270000 sec): 3 clusters
  Score: Raw -9839502.960520 + Penalty 3770.542319 = -9835732.418201
  nChanged 8559
		SP:Iteration 9F (15137.320000 sec): 3 clusters
  Score: Raw -9847686.457810 + Penalty 3770.542319 = -9843915.915490
  nChanged 5355
		SP:Iteration 10Q (15138.400000 sec): 3 clusters
  Score: Raw -9852750.583488 + Penalty 3770.542319 = -9848980.041169
  nChanged 2551
		SP:Iteration 11Q (15139.470000 sec): 3 clusters
  Score: Raw -9855056.707459 + Penalty 3770.542319 = -9851286.165140
  nChanged 975
		SP:Iteration 12Q (15140.450000 sec): 3 clusters
  Score: Raw -9855900.780003 + Penalty 3770.542319 = -9852130.237684
  nChanged 366
		SP:Iteration 13Q (15141.210000 sec): 3 clusters
  Score: Raw -9856231.694963 + Penalty 3770.542319 = -9852461.152643
  nChanged 131
		SP:Iteration 14Q (15142.010000 sec): 3 clusters
  Score: Raw -9856352.218123 + Penalty 3770.542319 = -9852581.675804
  nChanged 48
		SP:Iteration 15Q (15142.720000 sec): 3 clusters
  Score: Raw -9856405.129798 + Penalty 3770.542319 = -9852634.587479
  nChanged 33
		SP:Iteration 16Q (15143.490000 sec): 3 clusters
  Score: Raw -9856439.671476 + Penalty 3770.542319 = -9852669.129157
  nChanged 22
		SP:Iteration 17Q (15144.260000 sec): 3 clusters
  Score: Raw -9856463.342838 + Penalty 3770.542319 = -9852692.800519
  nChanged 18
		SP:Iteration 18Q (15145.090000 sec): 3 clusters
  Score: Raw -9856485.659508 + Penalty 3770.542319 = -9852715.117188
  nChanged 10
		SP:Iteration 19Q (15145.960000 sec): 3 clusters
  Score: Raw -9856497.709369 + Penalty 3770.542319 = -9852727.167050
  nChanged 7
		SP:Iteration 20F (15146.910000 sec): 3 clusters
  Score: Raw -9856505.152980 + Penalty 3770.542319 = -9852734.610661
  nChanged 6
		SP:Iteration 21Q (15147.730000 sec): 3 clusters
  Score: Raw -9856514.262670 + Penalty 3770.542319 = -9852743.720351
  nChanged 6
		SP:Iteration 22Q (15148.510000 sec): 3 clusters
  Score: Raw -9856521.558566 + Penalty 3770.542319 = -9852751.016247
  nChanged 2
		SP:Iteration 23Q (15149.270000 sec): 3 clusters
  Score: Raw -9856523.551068 + Penalty 3770.542319 = -9852753.008749
  nChanged 2
		SP:Iteration 24Q (15150.140000 sec): 3 clusters
  Score: Raw -9856526.513822 + Penalty 3770.542319 = -9852755.971503
  nChanged 4
		SP:Iteration 25Q (15150.940000 sec): 3 clusters
  Score: Raw -9856531.213463 + Penalty 3770.542319 = -9852760.671144
  nChanged 3
		SP:Iteration 26Q (15151.780000 sec): 3 clusters
  Score: Raw -9856533.791091 + Penalty 3770.542319 = -9852763.248772
  nChanged 1
		SP:Iteration 27Q (15152.630000 sec): 3 clusters
  Score: Raw -9856534.777231 + Penalty 3770.542319 = -9852764.234912
  nChanged 1
		SP:Iteration 28Q (15153.440000 sec): 3 clusters
  Score: Raw -9856535.512836 + Penalty 3770.542319 = -9852764.970516
  nChanged 0
		SP:Iteration 29F (15154.330000 sec): 3 clusters
  Score: Raw -9856535.512836 + Penalty 3770.542319 = -9852764.970516
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 68 (3315 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15154.480000 sec): 2 clusters
  Score: Raw -285998.081872 + Penalty 1317.259597 = -284680.822276
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15154.590000 sec): 3 clusters
  Score: Raw -284396.206743 + Penalty 2634.519193 = -281761.687549
  nChanged 1276
		SP:Iteration 1F (15154.760000 sec): 3 clusters
  Score: Raw -285232.148491 + Penalty 2634.519193 = -282597.629298
  nChanged 301
		SP:Iteration 2F (15154.880000 sec): 3 clusters
  Score: Raw -285477.644691 + Penalty 2634.519193 = -282843.125497
  nChanged 212
		SP:Iteration 3F (15154.970000 sec): 3 clusters
  Score: Raw -285645.170931 + Penalty 2634.519193 = -283010.651737
  nChanged 161
		SP:Iteration 4Q (15155.120000 sec): 3 clusters
  Score: Raw -285788.448103 + Penalty 2634.519193 = -283153.928910
  nChanged 150
		SP:Iteration 5Q (15155.250000 sec): 3 clusters
  Score: Raw -285918.871687 + Penalty 2634.519193 = -283284.352493
  nChanged 136
		SP:Iteration 6Q (15155.400000 sec): 3 clusters
  Score: Raw -286027.911765 + Penalty 2634.519193 = -283393.392572
  nChanged 120
		SP:Iteration 7Q (15155.550000 sec): 3 clusters
  Score: Raw -286162.527612 + Penalty 2634.519193 = -283528.008418
  nChanged 128
		SP:Iteration 8Q (15155.690000 sec): 3 clusters
  Score: Raw -286293.113046 + Penalty 2634.519193 = -283658.593853
  nChanged 109
		SP:Iteration 9Q (15155.840000 sec): 3 clusters
  Score: Raw -286386.038829 + Penalty 2634.519193 = -283751.519635
  nChanged 93
		SP:Iteration 10Q (15156.020000 sec): 3 clusters
  Score: Raw -286476.338534 + Penalty 2634.519193 = -283841.819341
  nChanged 91
		SP:Iteration 11Q (15156.130000 sec): 3 clusters
  Score: Raw -286562.736455 + Penalty 2634.519193 = -283928.217262
  nChanged 85
		SP:Iteration 12Q (15156.260000 sec): 3 clusters
  Score: Raw -286671.772762 + Penalty 2634.519193 = -284037.253569
  nChanged 103
		SP:Iteration 13Q (15156.420000 sec): 3 clusters
  Score: Raw -286783.744733 + Penalty 2634.519193 = -284149.225540
  nChanged 84
		SP:Iteration 14Q (15156.580000 sec): 3 clusters
  Score: Raw -286893.501619 + Penalty 2634.519193 = -284258.982425
  nChanged 77
		SP:Iteration 15Q (15156.740000 sec): 3 clusters
  Score: Raw -286992.272480 + Penalty 2634.519193 = -284357.753287
  nChanged 69
		SP:Iteration 16Q (15156.900000 sec): 3 clusters
  Score: Raw -287079.932500 + Penalty 2634.519193 = -284445.413306
  nChanged 57
		SP:Iteration 17Q (15157.060000 sec): 3 clusters
  Score: Raw -287152.016626 + Penalty 2634.519193 = -284517.497433
  nChanged 41
		SP:Iteration 18Q (15157.220000 sec): 3 clusters
  Score: Raw -287193.054257 + Penalty 2634.519193 = -284558.535063
  nChanged 32
		SP:Iteration 19Q (15157.380000 sec): 3 clusters
  Score: Raw -287219.303212 + Penalty 2634.519193 = -284584.784019
  nChanged 26
		SP:Iteration 20F (15157.540000 sec): 3 clusters
  Score: Raw -287238.420876 + Penalty 2634.519193 = -284603.901683
  nChanged 19
		SP:Iteration 21Q (15157.700000 sec): 3 clusters
  Score: Raw -287251.027188 + Penalty 2634.519193 = -284616.507995
  nChanged 17
		SP:Iteration 22Q (15157.860000 sec): 3 clusters
  Score: Raw -287263.732338 + Penalty 2634.519193 = -284629.213145
  nChanged 16
		SP:Iteration 23Q (15158.020000 sec): 3 clusters
  Score: Raw -287275.789757 + Penalty 2634.519193 = -284641.270564
  nChanged 17
		SP:Iteration 24Q (15158.180000 sec): 3 clusters
  Score: Raw -287286.786203 + Penalty 2634.519193 = -284652.267010
  nChanged 8
		SP:Iteration 25Q (15158.350000 sec): 3 clusters
  Score: Raw -287290.901471 + Penalty 2634.519193 = -284656.382278
  nChanged 3
		SP:Iteration 26Q (15158.520000 sec): 3 clusters
  Score: Raw -287292.204551 + Penalty 2634.519193 = -284657.685357
  nChanged 2
		SP:Iteration 27Q (15158.700000 sec): 3 clusters
  Score: Raw -287292.853231 + Penalty 2634.519193 = -284658.334038
  nChanged 0
		SP:Iteration 28F (15158.880000 sec): 3 clusters
  Score: Raw -287292.853231 + Penalty 2634.519193 = -284658.334038
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 69 (1491 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15158.960000 sec): 2 clusters
  Score: Raw -130909.945349 + Penalty 1187.420376 = -129722.524972
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15159.130000 sec): 3 clusters
  Score: Raw -130330.656919 + Penalty 2374.840752 = -127955.816166
  nChanged 495
		SP:Iteration 1F (15159.310000 sec): 3 clusters
  Score: Raw -130667.277381 + Penalty 2374.840752 = -128292.436629
  nChanged 98
		SP:Iteration 2F (15159.480000 sec): 3 clusters
  Score: Raw -130733.880977 + Penalty 2374.840752 = -128359.040224
  nChanged 58
		SP:Iteration 3Q (15159.660000 sec): 3 clusters
  Score: Raw -130773.908416 + Penalty 2374.840752 = -128399.067664
  nChanged 42
		SP:Iteration 4Q (15159.840000 sec): 3 clusters
  Score: Raw -130807.132612 + Penalty 2374.840752 = -128432.291859
  nChanged 27
		SP:Iteration 5Q (15160.010000 sec): 3 clusters
  Score: Raw -130824.458513 + Penalty 2374.840752 = -128449.617761
  nChanged 21
		SP:Iteration 6Q (15160.190000 sec): 3 clusters
  Score: Raw -130842.842789 + Penalty 2374.840752 = -128468.002036
  nChanged 20
		SP:Iteration 7Q (15160.360000 sec): 3 clusters
  Score: Raw -130860.051982 + Penalty 2374.840752 = -128485.211230
  nChanged 17
		SP:Iteration 8Q (15160.540000 sec): 3 clusters
  Score: Raw -130869.585526 + Penalty 2374.840752 = -128494.744774
  nChanged 8
		SP:Iteration 9Q (15160.630000 sec): 3 clusters
  Score: Raw -130874.479606 + Penalty 2374.840752 = -128499.638853
  nChanged 8
		SP:Iteration 10Q (15160.660000 sec): 3 clusters
  Score: Raw -130878.878826 + Penalty 2374.840752 = -128504.038073
  nChanged 6
		SP:Iteration 11Q (15160.810000 sec): 3 clusters
  Score: Raw -130881.421666 + Penalty 2374.840752 = -128506.580914
  nChanged 8
		SP:Iteration 12Q (15160.980000 sec): 3 clusters
  Score: Raw -130888.863418 + Penalty 2374.840752 = -128514.022666
  nChanged 9
		SP:Iteration 13Q (15161.160000 sec): 3 clusters
  Score: Raw -130899.491227 + Penalty 2374.840752 = -128524.650475
  nChanged 11
		SP:Iteration 14Q (15161.340000 sec): 3 clusters
  Score: Raw -130908.060728 + Penalty 2374.840752 = -128533.219975
  nChanged 10
		SP:Iteration 15Q (15161.510000 sec): 3 clusters
  Score: Raw -130915.559049 + Penalty 2374.840752 = -128540.718296
  nChanged 11
		SP:Iteration 16Q (15161.690000 sec): 3 clusters
  Score: Raw -130920.878793 + Penalty 2374.840752 = -128546.038041
  nChanged 11
		SP:Iteration 17Q (15161.860000 sec): 3 clusters
  Score: Raw -130926.423603 + Penalty 2374.840752 = -128551.582851
  nChanged 12
		SP:Iteration 18Q (15162.040000 sec): 3 clusters
  Score: Raw -130935.238629 + Penalty 2374.840752 = -128560.397877
  nChanged 4
		SP:Iteration 19Q (15162.210000 sec): 3 clusters
  Score: Raw -130938.126737 + Penalty 2374.840752 = -128563.285985
  nChanged 6
		SP:Iteration 20F (15162.390000 sec): 3 clusters
  Score: Raw -130941.264946 + Penalty 2374.840752 = -128566.424193
  nChanged 4
		SP:Iteration 21Q (15162.560000 sec): 3 clusters
  Score: Raw -130943.164023 + Penalty 2374.840752 = -128568.323270
  nChanged 7
		SP:Iteration 22Q (15162.740000 sec): 3 clusters
  Score: Raw -130946.928026 + Penalty 2374.840752 = -128572.087274
  nChanged 3
		SP:Iteration 23Q (15162.920000 sec): 3 clusters
  Score: Raw -130950.054969 + Penalty 2374.840752 = -128575.214216
  nChanged 4
		SP:Iteration 24Q (15163.090000 sec): 3 clusters
  Score: Raw -130952.573423 + Penalty 2374.840752 = -128577.732671
  nChanged 5
		SP:Iteration 25Q (15163.270000 sec): 3 clusters
  Score: Raw -130955.034364 + Penalty 2374.840752 = -128580.193611
  nChanged 2
		SP:Iteration 26Q (15163.440000 sec): 3 clusters
  Score: Raw -130955.637799 + Penalty 2374.840752 = -128580.797046
  nChanged 0
		SP:Iteration 27F (15163.620000 sec): 3 clusters
  Score: Raw -130955.637799 + Penalty 2374.840752 = -128580.797046
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 70 (948 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15163.710000 sec): 2 clusters
  Score: Raw -84665.533670 + Penalty 1113.832607 = -83551.701063
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15163.880000 sec): 3 clusters
  Score: Raw -84358.296352 + Penalty 2227.665213 = -82130.631138
  nChanged 283
		SP:Iteration 1F (15164.060000 sec): 3 clusters
  Score: Raw -84614.506639 + Penalty 2227.665213 = -82386.841426
  nChanged 59
		SP:Iteration 2F (15164.240000 sec): 3 clusters
  Score: Raw -84677.610141 + Penalty 2227.665213 = -82449.944927
  nChanged 35
		SP:Iteration 3Q (15164.410000 sec): 3 clusters
  Score: Raw -84713.832978 + Penalty 2227.665213 = -82486.167765
  nChanged 29
		SP:Iteration 4Q (15164.630000 sec): 3 clusters
  Score: Raw -84747.409891 + Penalty 2227.665213 = -82519.744678
  nChanged 14
		SP:Iteration 5Q (15164.820000 sec): 3 clusters
  Score: Raw -84759.697566 + Penalty 2227.665213 = -82532.032353
  nChanged 12
		SP:Iteration 6Q (15164.940000 sec): 3 clusters
  Score: Raw -84769.072214 + Penalty 2227.665213 = -82541.407001
  nChanged 9
		SP:Iteration 7Q (15165.070000 sec): 3 clusters
  Score: Raw -84780.197537 + Penalty 2227.665213 = -82552.532324
  nChanged 9
		SP:Iteration 8Q (15165.220000 sec): 3 clusters
  Score: Raw -84787.474501 + Penalty 2227.665213 = -82559.809288
  nChanged 7
		SP:Iteration 9Q (15165.360000 sec): 3 clusters
  Score: Raw -84793.686484 + Penalty 2227.665213 = -82566.021271
  nChanged 11
		SP:Iteration 10Q (15165.460000 sec): 3 clusters
  Score: Raw -84803.605911 + Penalty 2227.665213 = -82575.940698
  nChanged 11
		SP:Iteration 11Q (15165.600000 sec): 3 clusters
  Score: Raw -84817.182566 + Penalty 2227.665213 = -82589.517353
  nChanged 17
		SP:Iteration 12Q (15165.740000 sec): 3 clusters
  Score: Raw -84835.053047 + Penalty 2227.665213 = -82607.387834
  nChanged 19
		SP:Iteration 13Q (15165.830000 sec): 3 clusters
  Score: Raw -84863.250796 + Penalty 2227.665213 = -82635.585583
  nChanged 20
		SP:Iteration 14Q (15165.980000 sec): 3 clusters
  Score: Raw -84897.671717 + Penalty 2227.665213 = -82670.006504
  nChanged 22
		SP:Iteration 15Q (15166.080000 sec): 3 clusters
  Score: Raw -84938.351092 + Penalty 2227.665213 = -82710.685879
  nChanged 30
		SP:Iteration 16Q (15166.220000 sec): 3 clusters
  Score: Raw -85003.651651 + Penalty 2227.665213 = -82775.986438
  nChanged 31
		SP:Iteration 17Q (15166.320000 sec): 3 clusters
  Score: Raw -85086.864498 + Penalty 2227.665213 = -82859.199284
  nChanged 43
		SP:Iteration 18Q (15166.410000 sec): 3 clusters
  Score: Raw -85226.606462 + Penalty 2227.665213 = -82998.941248
  nChanged 48
		SP:Iteration 19F (15166.510000 sec): 3 clusters
  Score: Raw -85562.980416 + Penalty 2227.665213 = -83335.315203
  nChanged 47
		SP:Iteration 20F (15166.600000 sec): 3 clusters
  Score: Raw -86117.685340 + Penalty 2227.665213 = -83890.020127
  nChanged 40
		SP:Iteration 21Q (15166.700000 sec): 3 clusters
  Score: Raw -86549.564427 + Penalty 2227.665213 = -84321.899213
  nChanged 9
		SP:Iteration 22Q (15166.840000 sec): 3 clusters
  Score: Raw -86878.559696 + Penalty 2227.665213 = -84650.894483
  nChanged 0
		SP:Iteration 23F (15166.940000 sec): 3 clusters
  Score: Raw -86878.559696 + Penalty 2227.665213 = -84650.894483
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 109.
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 71 (4609 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15167.080000 sec): 2 clusters
  Score: Raw -395838.326956 + Penalty 1370.812006 = -394467.514949
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15167.250000 sec): 3 clusters
  Score: Raw -393450.394203 + Penalty 2741.624013 = -390708.770191
  nChanged 1850
		SP:Iteration 1F (15167.400000 sec): 3 clusters
  Score: Raw -394506.955898 + Penalty 2741.624013 = -391765.331886
  nChanged 352
		SP:Iteration 2F (15167.560000 sec): 3 clusters
  Score: Raw -394724.869561 + Penalty 2741.624013 = -391983.245549
  nChanged 257
		SP:Iteration 3F (15167.740000 sec): 3 clusters
  Score: Raw -394886.604830 + Penalty 2741.624013 = -392144.980817
  nChanged 250
		SP:Iteration 4F (15167.900000 sec): 3 clusters
  Score: Raw -395029.456237 + Penalty 2741.624013 = -392287.832225
  nChanged 214
		SP:Iteration 5Q (15168.080000 sec): 3 clusters
  Score: Raw -395139.888153 + Penalty 2741.624013 = -392398.264140
  nChanged 180
		SP:Iteration 6Q (15168.230000 sec): 3 clusters
  Score: Raw -395243.420805 + Penalty 2741.624013 = -392501.796793
  nChanged 163
		SP:Iteration 7Q (15168.410000 sec): 3 clusters
  Score: Raw -395323.841702 + Penalty 2741.624013 = -392582.217690
  nChanged 145
		SP:Iteration 8Q (15168.620000 sec): 3 clusters
  Score: Raw -395404.887065 + Penalty 2741.624013 = -392663.263052
  nChanged 142
		SP:Iteration 9Q (15168.780000 sec): 3 clusters
  Score: Raw -395500.132166 + Penalty 2741.624013 = -392758.508154
  nChanged 154
		SP:Iteration 10Q (15168.970000 sec): 3 clusters
  Score: Raw -395611.153911 + Penalty 2741.624013 = -392869.529899
  nChanged 161
		SP:Iteration 11Q (15169.150000 sec): 3 clusters
  Score: Raw -395719.921986 + Penalty 2741.624013 = -392978.297974
  nChanged 132
		SP:Iteration 12Q (15169.280000 sec): 3 clusters
  Score: Raw -395805.988889 + Penalty 2741.624013 = -393064.364876
  nChanged 124
		SP:Iteration 13Q (15169.450000 sec): 3 clusters
  Score: Raw -395897.601219 + Penalty 2741.624013 = -393155.977206
  nChanged 133
		SP:Iteration 14Q (15169.600000 sec): 3 clusters
  Score: Raw -396002.531753 + Penalty 2741.624013 = -393260.907740
  nChanged 139
		SP:Iteration 15Q (15169.740000 sec): 3 clusters
  Score: Raw -396139.550563 + Penalty 2741.624013 = -393397.926550
  nChanged 134
		SP:Iteration 16Q (15169.860000 sec): 3 clusters
  Score: Raw -396252.452931 + Penalty 2741.624013 = -393510.828919
  nChanged 98
		SP:Iteration 17Q (15170.000000 sec): 3 clusters
  Score: Raw -396337.332808 + Penalty 2741.624013 = -393595.708795
  nChanged 78
		SP:Iteration 18Q (15170.160000 sec): 3 clusters
  Score: Raw -396392.489951 + Penalty 2741.624013 = -393650.865938
  nChanged 67
		SP:Iteration 19Q (15170.300000 sec): 3 clusters
  Score: Raw -396441.297501 + Penalty 2741.624013 = -393699.673489
  nChanged 64
		SP:Iteration 20F (15170.450000 sec): 3 clusters
  Score: Raw -396481.585107 + Penalty 2741.624013 = -393739.961094
  nChanged 58
		SP:Iteration 21Q (15170.570000 sec): 3 clusters
  Score: Raw -396511.712680 + Penalty 2741.624013 = -393770.088667
  nChanged 35
		SP:Iteration 22Q (15170.700000 sec): 3 clusters
  Score: Raw -396524.554933 + Penalty 2741.624013 = -393782.930920
  nChanged 16
		SP:Iteration 23Q (15170.850000 sec): 3 clusters
  Score: Raw -396529.858797 + Penalty 2741.624013 = -393788.234784
  nChanged 16
		SP:Iteration 24Q (15170.980000 sec): 3 clusters
  Score: Raw -396535.980151 + Penalty 2741.624013 = -393794.356138
  nChanged 16
		SP:Iteration 25Q (15171.120000 sec): 3 clusters
  Score: Raw -396540.303434 + Penalty 2741.624013 = -393798.679422
  nChanged 13
		SP:Iteration 26Q (15171.320000 sec): 3 clusters
  Score: Raw -396544.329788 + Penalty 2741.624013 = -393802.705776
  nChanged 13
		SP:Iteration 27Q (15171.470000 sec): 3 clusters
  Score: Raw -396547.716519 + Penalty 2741.624013 = -393806.092507
  nChanged 4
		SP:Iteration 28Q (15171.630000 sec): 3 clusters
  Score: Raw -396548.638559 + Penalty 2741.624013 = -393807.014546
  nChanged 4
		SP:Iteration 29Q (15171.780000 sec): 3 clusters
  Score: Raw -396549.960102 + Penalty 2741.624013 = -393808.336090
  nChanged 4
		SP:Iteration 30Q (15171.970000 sec): 3 clusters
  Score: Raw -396550.761147 + Penalty 2741.624013 = -393809.137135
  nChanged 3
		SP:Iteration 31Q (15172.180000 sec): 3 clusters
  Score: Raw -396551.642988 + Penalty 2741.624013 = -393810.018976
  nChanged 5
		SP:Iteration 32Q (15172.360000 sec): 3 clusters
  Score: Raw -396553.133439 + Penalty 2741.624013 = -393811.509427
  nChanged 3
		SP:Iteration 33Q (15172.580000 sec): 3 clusters
  Score: Raw -396553.963025 + Penalty 2741.624013 = -393812.339012
  nChanged 5
		SP:Iteration 34Q (15172.730000 sec): 3 clusters
  Score: Raw -396554.967319 + Penalty 2741.624013 = -393813.343306
  nChanged 3
		SP:Iteration 35Q (15172.930000 sec): 3 clusters
  Score: Raw -396555.784590 + Penalty 2741.624013 = -393814.160578
  nChanged 2
		SP:Iteration 36Q (15173.070000 sec): 3 clusters
  Score: Raw -396556.126432 + Penalty 2741.624013 = -393814.502419
  nChanged 1
		SP:Iteration 37Q (15173.210000 sec): 3 clusters
  Score: Raw -396556.577922 + Penalty 2741.624013 = -393814.953909
  nChanged 3
		SP:Iteration 38Q (15173.360000 sec): 3 clusters
  Score: Raw -396557.087039 + Penalty 2741.624013 = -393815.463026
  nChanged 3
		SP:Iteration 39Q (15173.500000 sec): 3 clusters
  Score: Raw -396557.761573 + Penalty 2741.624013 = -393816.137561
  nChanged 3
		SP:Iteration 40F (15173.640000 sec): 3 clusters
  Score: Raw -396558.736624 + Penalty 2741.624013 = -393817.112612
  nChanged 2
		SP:Iteration 41Q (15173.790000 sec): 3 clusters
  Score: Raw -396559.019966 + Penalty 2741.624013 = -393817.395953
  nChanged 0
		SP:Iteration 42F (15173.960000 sec): 3 clusters
  Score: Raw -396559.019966 + Penalty 2741.624013 = -393817.395953
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 72 (1009 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15174.070000 sec): 2 clusters
  Score: Raw -82555.302078 + Penalty 1123.966191 = -81431.335887
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15174.260000 sec): 3 clusters
  Score: Raw -82290.890050 + Penalty 2247.932382 = -80042.957668
  nChanged 317
		SP:Iteration 1F (15174.380000 sec): 3 clusters
  Score: Raw -82606.673505 + Penalty 2247.932382 = -80358.741123
  nChanged 69
		SP:Iteration 2F (15174.480000 sec): 3 clusters
  Score: Raw -82699.995863 + Penalty 2247.932382 = -80452.063481
  nChanged 44
		SP:Iteration 3Q (15174.630000 sec): 3 clusters
  Score: Raw -82758.799000 + Penalty 2247.932382 = -80510.866618
  nChanged 32
		SP:Iteration 4Q (15174.720000 sec): 3 clusters
  Score: Raw -82794.012727 + Penalty 2247.932382 = -80546.080345
  nChanged 12
		SP:Iteration 5Q (15174.870000 sec): 3 clusters
  Score: Raw -82806.509826 + Penalty 2247.932382 = -80558.577444
  nChanged 8
		SP:Iteration 6Q (15175.010000 sec): 3 clusters
  Score: Raw -82812.674627 + Penalty 2247.932382 = -80564.742245
  nChanged 6
		SP:Iteration 7Q (15175.160000 sec): 3 clusters
  Score: Raw -82818.253330 + Penalty 2247.932382 = -80570.320948
  nChanged 5
		SP:Iteration 8Q (15175.300000 sec): 3 clusters
  Score: Raw -82821.967395 + Penalty 2247.932382 = -80574.035013
  nChanged 4
		SP:Iteration 9Q (15175.440000 sec): 3 clusters
  Score: Raw -82831.013141 + Penalty 2247.932382 = -80583.080760
  nChanged 7
		SP:Iteration 10Q (15175.630000 sec): 3 clusters
  Score: Raw -82839.062641 + Penalty 2247.932382 = -80591.130259
  nChanged 2
		SP:Iteration 11Q (15175.770000 sec): 3 clusters
  Score: Raw -82839.952516 + Penalty 2247.932382 = -80592.020134
  nChanged 2
		SP:Iteration 12Q (15175.920000 sec): 3 clusters
  Score: Raw -82841.442347 + Penalty 2247.932382 = -80593.509965
  nChanged 0
		SP:Iteration 13F (15176.010000 sec): 3 clusters
  Score: Raw -82841.442347 + Penalty 2247.932382 = -80593.509965
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 73 (795 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15176.110000 sec): 2 clusters
  Score: Raw -59415.515395 + Penalty 1085.230594 = -58330.284802
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15176.250000 sec): 3 clusters
  Score: Raw -59186.439575 + Penalty 2170.461187 = -57015.978387
  nChanged 236
		SP:Iteration 1F (15176.350000 sec): 3 clusters
  Score: Raw -59441.412640 + Penalty 2170.461187 = -57270.951453
  nChanged 66
		SP:Iteration 2F (15176.500000 sec): 3 clusters
  Score: Raw -59557.238805 + Penalty 2170.461187 = -57386.777618
  nChanged 54
		SP:Iteration 3F (15176.640000 sec): 3 clusters
  Score: Raw -59670.700213 + Penalty 2170.461187 = -57500.239026
  nChanged 41
		SP:Iteration 4F (15176.790000 sec): 3 clusters
  Score: Raw -59750.007864 + Penalty 2170.461187 = -57579.546677
  nChanged 34
		SP:Iteration 5Q (15176.930000 sec): 3 clusters
  Score: Raw -59802.953071 + Penalty 2170.461187 = -57632.491884
  nChanged 17
		SP:Iteration 6Q (15177.070000 sec): 3 clusters
  Score: Raw -59830.673964 + Penalty 2170.461187 = -57660.212777
  nChanged 12
		SP:Iteration 7Q (15177.220000 sec): 3 clusters
  Score: Raw -59844.958547 + Penalty 2170.461187 = -57674.497360
  nChanged 5
		SP:Iteration 8Q (15177.360000 sec): 3 clusters
  Score: Raw -59851.240202 + Penalty 2170.461187 = -57680.779015
  nChanged 7
		SP:Iteration 9Q (15177.510000 sec): 3 clusters
  Score: Raw -59860.216744 + Penalty 2170.461187 = -57689.755557
  nChanged 5
		SP:Iteration 10Q (15177.650000 sec): 3 clusters
  Score: Raw -59862.853933 + Penalty 2170.461187 = -57692.392746
  nChanged 2
		SP:Iteration 11Q (15177.790000 sec): 3 clusters
  Score: Raw -59865.443762 + Penalty 2170.461187 = -57694.982575
  nChanged 3
		SP:Iteration 12Q (15177.940000 sec): 3 clusters
  Score: Raw -59869.130574 + Penalty 2170.461187 = -57698.669387
  nChanged 6
		SP:Iteration 13Q (15178.080000 sec): 3 clusters
  Score: Raw -59876.850585 + Penalty 2170.461187 = -57706.389398
  nChanged 7
		SP:Iteration 14Q (15178.230000 sec): 3 clusters
  Score: Raw -59899.324776 + Penalty 2170.461187 = -57728.863589
  nChanged 12
		SP:Iteration 15Q (15178.370000 sec): 3 clusters
  Score: Raw -59929.476913 + Penalty 2170.461187 = -57759.015725
  nChanged 10
		SP:Iteration 16Q (15178.510000 sec): 3 clusters
  Score: Raw -59944.551333 + Penalty 2170.461187 = -57774.090146
  nChanged 7
		SP:Iteration 17Q (15178.610000 sec): 3 clusters
  Score: Raw -59959.502140 + Penalty 2170.461187 = -57789.040953
  nChanged 12
		SP:Iteration 18Q (15178.700000 sec): 3 clusters
  Score: Raw -59978.044134 + Penalty 2170.461187 = -57807.582947
  nChanged 7
		SP:Iteration 19Q (15178.850000 sec): 3 clusters
  Score: Raw -59995.829154 + Penalty 2170.461187 = -57825.367966
  nChanged 11
		SP:Iteration 20F (15178.950000 sec): 3 clusters
  Score: Raw -60022.005357 + Penalty 2170.461187 = -57851.544170
  nChanged 11
		SP:Iteration 21Q (15179.040000 sec): 3 clusters
  Score: Raw -60040.105112 + Penalty 2170.461187 = -57869.643924
  nChanged 8
		SP:Iteration 22Q (15179.140000 sec): 3 clusters
  Score: Raw -60058.720808 + Penalty 2170.461187 = -57888.259620
  nChanged 9
		SP:Iteration 23Q (15179.230000 sec): 3 clusters
  Score: Raw -60081.771611 + Penalty 2170.461187 = -57911.310424
  nChanged 7
		SP:Iteration 24Q (15179.330000 sec): 3 clusters
  Score: Raw -60102.527438 + Penalty 2170.461187 = -57932.066250
  nChanged 6
		SP:Iteration 25Q (15179.420000 sec): 3 clusters
  Score: Raw -60110.224165 + Penalty 2170.461187 = -57939.762977
  nChanged 0
		SP:Iteration 26F (15179.520000 sec): 3 clusters
  Score: Raw -60110.224165 + Penalty 2170.461187 = -57939.762977
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 74 (910 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15179.580000 sec): 2 clusters
  Score: Raw -55599.232025 + Penalty 1107.184747 = -54492.047277
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15179.680000 sec): 3 clusters
  Score: Raw -55368.532831 + Penalty 2214.369495 = -53154.163336
  nChanged 280
		SP:Iteration 1F (15179.780000 sec): 3 clusters
  Score: Raw -55694.630137 + Penalty 2214.369495 = -53480.260642
  nChanged 84
		SP:Iteration 2F (15179.870000 sec): 3 clusters
  Score: Raw -55815.371280 + Penalty 2214.369495 = -53601.001785
  nChanged 51
		SP:Iteration 3F (15179.970000 sec): 3 clusters
  Score: Raw -55884.376929 + Penalty 2214.369495 = -53670.007434
  nChanged 39
		SP:Iteration 4Q (15180.070000 sec): 3 clusters
  Score: Raw -55953.532177 + Penalty 2214.369495 = -53739.162682
  nChanged 30
		SP:Iteration 5Q (15180.160000 sec): 3 clusters
  Score: Raw -55989.510242 + Penalty 2214.369495 = -53775.140747
  nChanged 19
		SP:Iteration 6Q (15180.260000 sec): 3 clusters
  Score: Raw -56008.257757 + Penalty 2214.369495 = -53793.888262
  nChanged 12
		SP:Iteration 7Q (15180.400000 sec): 3 clusters
  Score: Raw -56020.052889 + Penalty 2214.369495 = -53805.683394
  nChanged 1
		SP:Iteration 8Q (15180.500000 sec): 3 clusters
  Score: Raw -56021.003025 + Penalty 2214.369495 = -53806.633531
  nChanged 0
		SP:Iteration 9F (15180.640000 sec): 3 clusters
  Score: Raw -56021.003025 + Penalty 2214.369495 = -53806.633531
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 75 (5423 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15180.750000 sec): 2 clusters
  Score: Raw -471030.209389 + Penalty 1397.240723 = -469632.968666
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15180.890000 sec): 3 clusters
  Score: Raw -468189.250331 + Penalty 2794.481445 = -465394.768886
  nChanged 2175
		SP:Iteration 1F (15181.100000 sec): 3 clusters
  Score: Raw -469323.537533 + Penalty 2794.481445 = -466529.056088
  nChanged 378
		SP:Iteration 2F (15181.320000 sec): 3 clusters
  Score: Raw -469491.452808 + Penalty 2794.481445 = -466696.971363
  nChanged 290
		SP:Iteration 3F (15181.560000 sec): 3 clusters
  Score: Raw -469613.848458 + Penalty 2794.481445 = -466819.367012
  nChanged 200
		SP:Iteration 4Q (15181.750000 sec): 3 clusters
  Score: Raw -469699.671062 + Penalty 2794.481445 = -466905.189617
  nChanged 193
		SP:Iteration 5Q (15181.970000 sec): 3 clusters
  Score: Raw -469770.297537 + Penalty 2794.481445 = -466975.816092
  nChanged 144
		SP:Iteration 6Q (15182.180000 sec): 3 clusters
  Score: Raw -469825.132576 + Penalty 2794.481445 = -467030.651130
  nChanged 124
		SP:Iteration 7Q (15182.370000 sec): 3 clusters
  Score: Raw -469872.105630 + Penalty 2794.481445 = -467077.624185
  nChanged 97
		SP:Iteration 8Q (15182.630000 sec): 3 clusters
  Score: Raw -469905.355440 + Penalty 2794.481445 = -467110.873995
  nChanged 94
		SP:Iteration 9Q (15182.800000 sec): 3 clusters
  Score: Raw -469928.713526 + Penalty 2794.481445 = -467134.232081
  nChanged 67
		SP:Iteration 10Q (15182.990000 sec): 3 clusters
  Score: Raw -469947.156263 + Penalty 2794.481445 = -467152.674818
  nChanged 57
		SP:Iteration 11Q (15183.160000 sec): 3 clusters
  Score: Raw -469966.785860 + Penalty 2794.481445 = -467172.304414
  nChanged 65
		SP:Iteration 12Q (15183.390000 sec): 3 clusters
  Score: Raw -469984.386069 + Penalty 2794.481445 = -467189.904624
  nChanged 44
		SP:Iteration 13Q (15183.570000 sec): 3 clusters
  Score: Raw -469996.417452 + Penalty 2794.481445 = -467201.936007
  nChanged 45
		SP:Iteration 14Q (15183.770000 sec): 3 clusters
  Score: Raw -470007.680965 + Penalty 2794.481445 = -467213.199519
  nChanged 52
		SP:Iteration 15Q (15184.000000 sec): 3 clusters
  Score: Raw -470019.907411 + Penalty 2794.481445 = -467225.425965
  nChanged 41
		SP:Iteration 16Q (15184.220000 sec): 3 clusters
  Score: Raw -470029.685053 + Penalty 2794.481445 = -467235.203608
  nChanged 40
		SP:Iteration 17Q (15184.390000 sec): 3 clusters
  Score: Raw -470041.504240 + Penalty 2794.481445 = -467247.022795
  nChanged 39
		SP:Iteration 18Q (15184.500000 sec): 3 clusters
  Score: Raw -470051.535246 + Penalty 2794.481445 = -467257.053801
  nChanged 44
		SP:Iteration 19Q (15184.650000 sec): 3 clusters
  Score: Raw -470065.192186 + Penalty 2794.481445 = -467270.710741
  nChanged 56
		SP:Iteration 20F (15184.790000 sec): 3 clusters
  Score: Raw -470078.534254 + Penalty 2794.481445 = -467284.052809
  nChanged 45
		SP:Iteration 21Q (15184.980000 sec): 3 clusters
  Score: Raw -470089.640654 + Penalty 2794.481445 = -467295.159209
  nChanged 53
		SP:Iteration 22Q (15185.120000 sec): 3 clusters
  Score: Raw -470104.842923 + Penalty 2794.481445 = -467310.361478
  nChanged 62
		SP:Iteration 23Q (15185.250000 sec): 3 clusters
  Score: Raw -470123.615336 + Penalty 2794.481445 = -467329.133891
  nChanged 57
		SP:Iteration 24Q (15185.390000 sec): 3 clusters
  Score: Raw -470142.822716 + Penalty 2794.481445 = -467348.341271
  nChanged 57
		SP:Iteration 25Q (15185.540000 sec): 3 clusters
  Score: Raw -470161.344817 + Penalty 2794.481445 = -467366.863372
  nChanged 58
		SP:Iteration 26Q (15185.680000 sec): 3 clusters
  Score: Raw -470179.251715 + Penalty 2794.481445 = -467384.770269
  nChanged 54
		SP:Iteration 27Q (15185.820000 sec): 3 clusters
  Score: Raw -470197.112289 + Penalty 2794.481445 = -467402.630844
  nChanged 67
		SP:Iteration 28Q (15185.990000 sec): 3 clusters
  Score: Raw -470217.121888 + Penalty 2794.481445 = -467422.640442
  nChanged 79
		SP:Iteration 29Q (15186.180000 sec): 3 clusters
  Score: Raw -470250.886598 + Penalty 2794.481445 = -467456.405152
  nChanged 80
		SP:Iteration 30Q (15186.410000 sec): 3 clusters
  Score: Raw -470289.616936 + Penalty 2794.481445 = -467495.135491
  nChanged 90
		SP:Iteration 31Q (15186.540000 sec): 3 clusters
  Score: Raw -470336.138345 + Penalty 2794.481445 = -467541.656899
  nChanged 107
		SP:Iteration 32Q (15186.700000 sec): 3 clusters
  Score: Raw -470392.995463 + Penalty 2794.481445 = -467598.514018
  nChanged 102
		SP:Iteration 33Q (15186.860000 sec): 3 clusters
  Score: Raw -470443.436466 + Penalty 2794.481445 = -467648.955020
  nChanged 84
		SP:Iteration 34Q (15187.010000 sec): 3 clusters
  Score: Raw -470483.078757 + Penalty 2794.481445 = -467688.597312
  nChanged 77
		SP:Iteration 35Q (15187.190000 sec): 3 clusters
  Score: Raw -470515.898157 + Penalty 2794.481445 = -467721.416712
  nChanged 72
		SP:Iteration 36Q (15187.360000 sec): 3 clusters
  Score: Raw -470547.973332 + Penalty 2794.481445 = -467753.491887
  nChanged 68
		SP:Iteration 37Q (15187.520000 sec): 3 clusters
  Score: Raw -470577.519871 + Penalty 2794.481445 = -467783.038425
  nChanged 63
		SP:Iteration 38Q (15187.690000 sec): 3 clusters
  Score: Raw -470607.211815 + Penalty 2794.481445 = -467812.730370
  nChanged 66
		SP:Iteration 39Q (15187.860000 sec): 3 clusters
  Score: Raw -470633.617064 + Penalty 2794.481445 = -467839.135619
  nChanged 61
		SP:Iteration 40F (15188.030000 sec): 3 clusters
  Score: Raw -470654.745655 + Penalty 2794.481445 = -467860.264210
  nChanged 56
		SP:Iteration 41Q (15188.200000 sec): 3 clusters
  Score: Raw -470676.005324 + Penalty 2794.481445 = -467881.523879
  nChanged 44
		SP:Iteration 42Q (15188.370000 sec): 3 clusters
  Score: Raw -470686.674752 + Penalty 2794.481445 = -467892.193306
  nChanged 30
		SP:Iteration 43Q (15188.550000 sec): 3 clusters
  Score: Raw -470694.143987 + Penalty 2794.481445 = -467899.662541
  nChanged 36
		SP:Iteration 44Q (15188.720000 sec): 3 clusters
  Score: Raw -470703.485040 + Penalty 2794.481445 = -467909.003594
  nChanged 28
		SP:Iteration 45Q (15188.890000 sec): 3 clusters
  Score: Raw -470710.666542 + Penalty 2794.481445 = -467916.185096
  nChanged 22
		SP:Iteration 46Q (15189.060000 sec): 3 clusters
  Score: Raw -470716.263925 + Penalty 2794.481445 = -467921.782479
  nChanged 22
		SP:Iteration 47Q (15189.230000 sec): 3 clusters
  Score: Raw -470722.769689 + Penalty 2794.481445 = -467928.288243
  nChanged 30
		SP:Iteration 48Q (15189.410000 sec): 3 clusters
  Score: Raw -470731.607377 + Penalty 2794.481445 = -467937.125932
  nChanged 30
		SP:Iteration 49Q (15189.580000 sec): 3 clusters
  Score: Raw -470738.626899 + Penalty 2794.481445 = -467944.145453
  nChanged 17
		SP:Iteration 50Q (15189.750000 sec): 3 clusters
  Score: Raw -470744.188704 + Penalty 2794.481445 = -467949.707259
  nChanged 19
		SP:Iteration 51Q (15189.920000 sec): 3 clusters
  Score: Raw -470749.852846 + Penalty 2794.481445 = -467955.371400
  nChanged 17
		SP:Iteration 52Q (15190.090000 sec): 3 clusters
  Score: Raw -470754.830393 + Penalty 2794.481445 = -467960.348948
  nChanged 19
		SP:Iteration 53Q (15190.270000 sec): 3 clusters
  Score: Raw -470760.449908 + Penalty 2794.481445 = -467965.968462
  nChanged 21
		SP:Iteration 54Q (15190.440000 sec): 3 clusters
  Score: Raw -470766.275355 + Penalty 2794.481445 = -467971.793910
  nChanged 14
		SP:Iteration 55Q (15190.610000 sec): 3 clusters
  Score: Raw -470769.512278 + Penalty 2794.481445 = -467975.030833
  nChanged 9
		SP:Iteration 56Q (15190.780000 sec): 3 clusters
  Score: Raw -470771.295729 + Penalty 2794.481445 = -467976.814284
  nChanged 7
		SP:Iteration 57Q (15190.950000 sec): 3 clusters
  Score: Raw -470772.412947 + Penalty 2794.481445 = -467977.931502
  nChanged 5
		SP:Iteration 58Q (15191.130000 sec): 3 clusters
  Score: Raw -470773.103233 + Penalty 2794.481445 = -467978.621788
  nChanged 6
		SP:Iteration 59Q (15191.300000 sec): 3 clusters
  Score: Raw -470774.516312 + Penalty 2794.481445 = -467980.034867
  nChanged 7
		SP:Iteration 60F (15191.470000 sec): 3 clusters
  Score: Raw -470775.632664 + Penalty 2794.481445 = -467981.151219
  nChanged 10
		SP:Iteration 61Q (15191.640000 sec): 3 clusters
  Score: Raw -470777.429041 + Penalty 2794.481445 = -467982.947596
  nChanged 6
		SP:Iteration 62Q (15191.810000 sec): 3 clusters
  Score: Raw -470778.230879 + Penalty 2794.481445 = -467983.749434
  nChanged 2
		SP:Iteration 63Q (15191.990000 sec): 3 clusters
  Score: Raw -470778.543188 + Penalty 2794.481445 = -467984.061743
  nChanged 2
		SP:Iteration 64Q (15192.160000 sec): 3 clusters
  Score: Raw -470778.998043 + Penalty 2794.481445 = -467984.516597
  nChanged 1
		SP:Iteration 65Q (15192.330000 sec): 3 clusters
  Score: Raw -470779.040826 + Penalty 2794.481445 = -467984.559381
  nChanged 0
		SP:Iteration 66F (15192.500000 sec): 3 clusters
  Score: Raw -470779.040826 + Penalty 2794.481445 = -467984.559381
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 76 (1606 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15192.570000 sec): 2 clusters
  Score: Raw -144673.276131 + Penalty 1199.494058 = -143473.782073
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15192.740000 sec): 3 clusters
  Score: Raw -144058.610197 + Penalty 2398.988116 = -141659.622081
  nChanged 558
		SP:Iteration 1F (15192.920000 sec): 3 clusters
  Score: Raw -144416.723565 + Penalty 2398.988116 = -142017.735449
  nChanged 123
		SP:Iteration 2F (15193.090000 sec): 3 clusters
  Score: Raw -144517.338116 + Penalty 2398.988116 = -142118.350000
  nChanged 54
		SP:Iteration 3Q (15193.270000 sec): 3 clusters
  Score: Raw -144550.118347 + Penalty 2398.988116 = -142151.130231
  nChanged 37
		SP:Iteration 4Q (15193.450000 sec): 3 clusters
  Score: Raw -144568.395093 + Penalty 2398.988116 = -142169.406977
  nChanged 20
		SP:Iteration 5Q (15193.630000 sec): 3 clusters
  Score: Raw -144580.871538 + Penalty 2398.988116 = -142181.883422
  nChanged 17
		SP:Iteration 6Q (15193.880000 sec): 3 clusters
  Score: Raw -144590.732555 + Penalty 2398.988116 = -142191.744440
  nChanged 17
		SP:Iteration 7Q (15194.090000 sec): 3 clusters
  Score: Raw -144597.594920 + Penalty 2398.988116 = -142198.606805
  nChanged 12
		SP:Iteration 8Q (15194.270000 sec): 3 clusters
  Score: Raw -144603.680733 + Penalty 2398.988116 = -142204.692618
  nChanged 14
		SP:Iteration 9Q (15194.450000 sec): 3 clusters
  Score: Raw -144609.786911 + Penalty 2398.988116 = -142210.798796
  nChanged 9
		SP:Iteration 10Q (15194.630000 sec): 3 clusters
  Score: Raw -144614.115000 + Penalty 2398.988116 = -142215.126884
  nChanged 8
		SP:Iteration 11Q (15194.800000 sec): 3 clusters
  Score: Raw -144617.708217 + Penalty 2398.988116 = -142218.720101
  nChanged 12
		SP:Iteration 12Q (15194.950000 sec): 3 clusters
  Score: Raw -144625.694415 + Penalty 2398.988116 = -142226.706299
  nChanged 17
		SP:Iteration 13Q (15195.090000 sec): 3 clusters
  Score: Raw -144634.200401 + Penalty 2398.988116 = -142235.212286
  nChanged 16
		SP:Iteration 14Q (15195.190000 sec): 3 clusters
  Score: Raw -144642.354959 + Penalty 2398.988116 = -142243.366843
  nChanged 10
		SP:Iteration 15Q (15195.290000 sec): 3 clusters
  Score: Raw -144646.719416 + Penalty 2398.988116 = -142247.731300
  nChanged 6
		SP:Iteration 16Q (15195.380000 sec): 3 clusters
  Score: Raw -144651.061617 + Penalty 2398.988116 = -142252.073501
  nChanged 7
		SP:Iteration 17Q (15195.480000 sec): 3 clusters
  Score: Raw -144655.530550 + Penalty 2398.988116 = -142256.542434
  nChanged 12
		SP:Iteration 18Q (15195.570000 sec): 3 clusters
  Score: Raw -144659.753224 + Penalty 2398.988116 = -142260.765109
  nChanged 10
		SP:Iteration 19Q (15195.720000 sec): 3 clusters
  Score: Raw -144666.744488 + Penalty 2398.988116 = -142267.756372
  nChanged 15
		SP:Iteration 20F (15195.810000 sec): 3 clusters
  Score: Raw -144675.952498 + Penalty 2398.988116 = -142276.964382
  nChanged 12
		SP:Iteration 21Q (15195.910000 sec): 3 clusters
  Score: Raw -144681.570520 + Penalty 2398.988116 = -142282.582404
  nChanged 8
		SP:Iteration 22Q (15196.030000 sec): 3 clusters
  Score: Raw -144686.581402 + Penalty 2398.988116 = -142287.593286
  nChanged 9
		SP:Iteration 23Q (15196.120000 sec): 3 clusters
  Score: Raw -144691.477834 + Penalty 2398.988116 = -142292.489718
  nChanged 13
		SP:Iteration 24Q (15196.220000 sec): 3 clusters
  Score: Raw -144698.410372 + Penalty 2398.988116 = -142299.422257
  nChanged 8
		SP:Iteration 25Q (15196.310000 sec): 3 clusters
  Score: Raw -144705.700787 + Penalty 2398.988116 = -142306.712671
  nChanged 13
		SP:Iteration 26Q (15196.410000 sec): 3 clusters
  Score: Raw -144714.671325 + Penalty 2398.988116 = -142315.683209
  nChanged 13
		SP:Iteration 27Q (15196.510000 sec): 3 clusters
  Score: Raw -144725.178372 + Penalty 2398.988116 = -142326.190257
  nChanged 15
		SP:Iteration 28Q (15196.600000 sec): 3 clusters
  Score: Raw -144741.130421 + Penalty 2398.988116 = -142342.142305
  nChanged 22
		SP:Iteration 29Q (15196.700000 sec): 3 clusters
  Score: Raw -144764.699497 + Penalty 2398.988116 = -142365.711382
  nChanged 17
		SP:Iteration 30Q (15196.790000 sec): 3 clusters
  Score: Raw -144777.668314 + Penalty 2398.988116 = -142378.680198
  nChanged 13
		SP:Iteration 31Q (15196.890000 sec): 3 clusters
  Score: Raw -144784.112183 + Penalty 2398.988116 = -142385.124067
  nChanged 6
		SP:Iteration 32Q (15196.980000 sec): 3 clusters
  Score: Raw -144786.428596 + Penalty 2398.988116 = -142387.440480
  nChanged 6
		SP:Iteration 33Q (15197.080000 sec): 3 clusters
  Score: Raw -144792.213449 + Penalty 2398.988116 = -142393.225334
  nChanged 10
		SP:Iteration 34Q (15197.170000 sec): 3 clusters
  Score: Raw -144802.678434 + Penalty 2398.988116 = -142403.690319
  nChanged 16
		SP:Iteration 35Q (15197.270000 sec): 3 clusters
  Score: Raw -144816.243194 + Penalty 2398.988116 = -142417.255079
  nChanged 10
		SP:Iteration 36Q (15197.370000 sec): 3 clusters
  Score: Raw -144823.586292 + Penalty 2398.988116 = -142424.598177
  nChanged 11
		SP:Iteration 37Q (15197.450000 sec): 3 clusters
  Score: Raw -144831.710006 + Penalty 2398.988116 = -142432.721891
  nChanged 14
		SP:Iteration 38Q (15197.560000 sec): 3 clusters
  Score: Raw -144842.799130 + Penalty 2398.988116 = -142443.811014
  nChanged 16
		SP:Iteration 39Q (15197.680000 sec): 3 clusters
  Score: Raw -144857.891650 + Penalty 2398.988116 = -142458.903535
  nChanged 21
		SP:Iteration 40F (15197.830000 sec): 3 clusters
  Score: Raw -144874.265700 + Penalty 2398.988116 = -142475.277584
  nChanged 17
		SP:Iteration 41Q (15197.940000 sec): 3 clusters
  Score: Raw -144890.236145 + Penalty 2398.988116 = -142491.248029
  nChanged 22
		SP:Iteration 42Q (15198.070000 sec): 3 clusters
  Score: Raw -144909.013223 + Penalty 2398.988116 = -142510.025108
  nChanged 14
		SP:Iteration 43Q (15198.180000 sec): 3 clusters
  Score: Raw -144919.715597 + Penalty 2398.988116 = -142520.727481
  nChanged 13
		SP:Iteration 44Q (15198.330000 sec): 3 clusters
  Score: Raw -144927.796125 + Penalty 2398.988116 = -142528.808009
  nChanged 6
		SP:Iteration 45Q (15198.420000 sec): 3 clusters
  Score: Raw -144931.020842 + Penalty 2398.988116 = -142532.032726
  nChanged 5
		SP:Iteration 46Q (15198.570000 sec): 3 clusters
  Score: Raw -144934.393254 + Penalty 2398.988116 = -142535.405138
  nChanged 7
		SP:Iteration 47Q (15198.640000 sec): 3 clusters
  Score: Raw -144938.506449 + Penalty 2398.988116 = -142539.518333
  nChanged 6
		SP:Iteration 48Q (15198.780000 sec): 3 clusters
  Score: Raw -144941.583432 + Penalty 2398.988116 = -142542.595316
  nChanged 4
		SP:Iteration 49Q (15198.960000 sec): 3 clusters
  Score: Raw -144944.784208 + Penalty 2398.988116 = -142545.796092
  nChanged 6
		SP:Iteration 50Q (15199.100000 sec): 3 clusters
  Score: Raw -144949.242671 + Penalty 2398.988116 = -142550.254555
  nChanged 3
		SP:Iteration 51Q (15199.310000 sec): 3 clusters
  Score: Raw -144951.323590 + Penalty 2398.988116 = -142552.335474
  nChanged 4
		SP:Iteration 52Q (15199.430000 sec): 3 clusters
  Score: Raw -144952.889392 + Penalty 2398.988116 = -142553.901276
  nChanged 1
		SP:Iteration 53Q (15199.530000 sec): 3 clusters
  Score: Raw -144953.243026 + Penalty 2398.988116 = -142554.254910
  nChanged 1
		SP:Iteration 54Q (15199.630000 sec): 3 clusters
  Score: Raw -144953.583250 + Penalty 2398.988116 = -142554.595134
  nChanged 2
		SP:Iteration 55Q (15199.770000 sec): 3 clusters
  Score: Raw -144954.518075 + Penalty 2398.988116 = -142555.529959
  nChanged 3
		SP:Iteration 56Q (15199.870000 sec): 3 clusters
  Score: Raw -144955.603032 + Penalty 2398.988116 = -142556.614916
  nChanged 2
		SP:Iteration 57Q (15199.970000 sec): 3 clusters
  Score: Raw -144958.071130 + Penalty 2398.988116 = -142559.083014
  nChanged 4
		SP:Iteration 58Q (15200.060000 sec): 3 clusters
  Score: Raw -144963.314610 + Penalty 2398.988116 = -142564.326494
  nChanged 4
		SP:Iteration 59Q (15200.160000 sec): 3 clusters
  Score: Raw -144969.485114 + Penalty 2398.988116 = -142570.496999
  nChanged 8
		SP:Iteration 60F (15200.250000 sec): 3 clusters
  Score: Raw -144973.933263 + Penalty 2398.988116 = -142574.945147
  nChanged 6
		SP:Iteration 61Q (15200.350000 sec): 3 clusters
  Score: Raw -144978.511812 + Penalty 2398.988116 = -142579.523697
  nChanged 8
		SP:Iteration 62Q (15200.450000 sec): 3 clusters
  Score: Raw -144986.261109 + Penalty 2398.988116 = -142587.272993
  nChanged 11
		SP:Iteration 63Q (15200.540000 sec): 3 clusters
  Score: Raw -144996.128487 + Penalty 2398.988116 = -142597.140371
  nChanged 12
		SP:Iteration 64Q (15200.640000 sec): 3 clusters
  Score: Raw -145004.433149 + Penalty 2398.988116 = -142605.445033
  nChanged 5
		SP:Iteration 65Q (15200.730000 sec): 3 clusters
  Score: Raw -145006.698676 + Penalty 2398.988116 = -142607.710560
  nChanged 4
		SP:Iteration 66Q (15200.870000 sec): 3 clusters
  Score: Raw -145011.249216 + Penalty 2398.988116 = -142612.261100
  nChanged 4
		SP:Iteration 67Q (15200.970000 sec): 3 clusters
  Score: Raw -145013.170790 + Penalty 2398.988116 = -142614.182675
  nChanged 2
		SP:Iteration 68Q (15201.070000 sec): 3 clusters
  Score: Raw -145013.695163 + Penalty 2398.988116 = -142614.707047
  nChanged 1
		SP:Iteration 69Q (15201.160000 sec): 3 clusters
  Score: Raw -145014.169439 + Penalty 2398.988116 = -142615.181323
  nChanged 0
		SP:Iteration 70F (15201.310000 sec): 3 clusters
  Score: Raw -145014.169439 + Penalty 2398.988116 = -142615.181323
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 77 (639 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15201.400000 sec): 2 clusters
  Score: Raw -57711.176880 + Penalty 1049.734474 = -56661.442406
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15201.500000 sec): 3 clusters
  Score: Raw -57595.414349 + Penalty 2099.468948 = -55495.945402
  nChanged 159
		SP:Iteration 1F (15201.640000 sec): 3 clusters
  Score: Raw -57848.746115 + Penalty 2099.468948 = -55749.277168
  nChanged 50
		SP:Iteration 2F (15201.740000 sec): 3 clusters
  Score: Raw -57950.546350 + Penalty 2099.468948 = -55851.077402
  nChanged 24
		SP:Iteration 3Q (15201.830000 sec): 3 clusters
  Score: Raw -57986.208288 + Penalty 2099.468948 = -55886.739341
  nChanged 15
		SP:Iteration 4Q (15201.980000 sec): 3 clusters
  Score: Raw -58002.842254 + Penalty 2099.468948 = -55903.373306
  nChanged 6
		SP:Iteration 5Q (15202.070000 sec): 3 clusters
  Score: Raw -58011.075605 + Penalty 2099.468948 = -55911.606657
  nChanged 5
		SP:Iteration 6Q (15202.170000 sec): 3 clusters
  Score: Raw -58018.929923 + Penalty 2099.468948 = -55919.460976
  nChanged 2
		SP:Iteration 7Q (15202.310000 sec): 3 clusters
  Score: Raw -58020.796625 + Penalty 2099.468948 = -55921.327677
  nChanged 0
		SP:Iteration 8F (15202.410000 sec): 3 clusters
  Score: Raw -58020.796625 + Penalty 2099.468948 = -55921.327677
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 78 (2917 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15202.510000 sec): 2 clusters
  Score: Raw -245272.498015 + Penalty 1296.475533 = -243976.022483
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15202.650000 sec): 3 clusters
  Score: Raw -243923.274822 + Penalty 2592.951065 = -241330.323757
  nChanged 1106
		SP:Iteration 1F (15202.750000 sec): 3 clusters
  Score: Raw -244640.826956 + Penalty 2592.951065 = -242047.875891
  nChanged 243
		SP:Iteration 2F (15202.840000 sec): 3 clusters
  Score: Raw -244847.607469 + Penalty 2592.951065 = -242254.656404
  nChanged 194
		SP:Iteration 3F (15202.990000 sec): 3 clusters
  Score: Raw -244987.703962 + Penalty 2592.951065 = -242394.752897
  nChanged 153
		SP:Iteration 4F (15203.130000 sec): 3 clusters
  Score: Raw -245120.761449 + Penalty 2592.951065 = -242527.810383
  nChanged 143
		SP:Iteration 5Q (15203.230000 sec): 3 clusters
  Score: Raw -245234.442061 + Penalty 2592.951065 = -242641.490996
  nChanged 112
		SP:Iteration 6Q (15203.370000 sec): 3 clusters
  Score: Raw -245335.658511 + Penalty 2592.951065 = -242742.707446
  nChanged 110
		SP:Iteration 7Q (15203.470000 sec): 3 clusters
  Score: Raw -245436.591871 + Penalty 2592.951065 = -242843.640806
  nChanged 100
		SP:Iteration 8Q (15203.610000 sec): 3 clusters
  Score: Raw -245518.922228 + Penalty 2592.951065 = -242925.971163
  nChanged 87
		SP:Iteration 9Q (15203.760000 sec): 3 clusters
  Score: Raw -245582.837689 + Penalty 2592.951065 = -242989.886623
  nChanged 74
		SP:Iteration 10Q (15203.900000 sec): 3 clusters
  Score: Raw -245657.699282 + Penalty 2592.951065 = -243064.748217
  nChanged 76
		SP:Iteration 11Q (15204.050000 sec): 3 clusters
  Score: Raw -245720.015272 + Penalty 2592.951065 = -243127.064207
  nChanged 63
		SP:Iteration 12Q (15204.190000 sec): 3 clusters
  Score: Raw -245786.398047 + Penalty 2592.951065 = -243193.446982
  nChanged 58
		SP:Iteration 13Q (15204.330000 sec): 3 clusters
  Score: Raw -245852.336424 + Penalty 2592.951065 = -243259.385359
  nChanged 61
		SP:Iteration 14Q (15204.480000 sec): 3 clusters
  Score: Raw -245930.475604 + Penalty 2592.951065 = -243337.524539
  nChanged 61
		SP:Iteration 15Q (15204.620000 sec): 3 clusters
  Score: Raw -246001.293435 + Penalty 2592.951065 = -243408.342370
  nChanged 54
		SP:Iteration 16Q (15204.770000 sec): 3 clusters
  Score: Raw -246057.260343 + Penalty 2592.951065 = -243464.309277
  nChanged 34
		SP:Iteration 17Q (15204.860000 sec): 3 clusters
  Score: Raw -246083.806290 + Penalty 2592.951065 = -243490.855225
  nChanged 21
		SP:Iteration 18Q (15205.000000 sec): 3 clusters
  Score: Raw -246099.444673 + Penalty 2592.951065 = -243506.493608
  nChanged 21
		SP:Iteration 19Q (15205.150000 sec): 3 clusters
  Score: Raw -246113.451768 + Penalty 2592.951065 = -243520.500703
  nChanged 11
		SP:Iteration 20F (15205.290000 sec): 3 clusters
  Score: Raw -246118.075974 + Penalty 2592.951065 = -243525.124909
  nChanged 6
		SP:Iteration 21Q (15205.430000 sec): 3 clusters
  Score: Raw -246120.571174 + Penalty 2592.951065 = -243527.620109
  nChanged 5
		SP:Iteration 22Q (15205.580000 sec): 3 clusters
  Score: Raw -246122.873712 + Penalty 2592.951065 = -243529.922647
  nChanged 4
		SP:Iteration 23Q (15205.720000 sec): 3 clusters
  Score: Raw -246124.434864 + Penalty 2592.951065 = -243531.483799
  nChanged 5
		SP:Iteration 24Q (15205.870000 sec): 3 clusters
  Score: Raw -246126.771570 + Penalty 2592.951065 = -243533.820504
  nChanged 3
		SP:Iteration 25Q (15206.010000 sec): 3 clusters
  Score: Raw -246127.696348 + Penalty 2592.951065 = -243534.745283
  nChanged 0
		SP:Iteration 26F (15206.150000 sec): 3 clusters
  Score: Raw -246127.696348 + Penalty 2592.951065 = -243534.745283
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 79 (1584 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15206.250000 sec): 2 clusters
  Score: Raw -123539.434091 + Penalty 1197.252643 = -122342.181448
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15206.420000 sec): 3 clusters
  Score: Raw -122931.705472 + Penalty 2394.505286 = -120537.200186
  nChanged 525
		SP:Iteration 1F (15206.600000 sec): 3 clusters
  Score: Raw -123349.626130 + Penalty 2394.505286 = -120955.120844
  nChanged 133
		SP:Iteration 2F (15206.770000 sec): 3 clusters
  Score: Raw -123478.628329 + Penalty 2394.505286 = -121084.123043
  nChanged 78
		SP:Iteration 3Q (15206.950000 sec): 3 clusters
  Score: Raw -123587.572708 + Penalty 2394.505286 = -121193.067422
  nChanged 78
		SP:Iteration 4Q (15207.130000 sec): 3 clusters
  Score: Raw -123705.942840 + Penalty 2394.505286 = -121311.437554
  nChanged 61
		SP:Iteration 5Q (15207.300000 sec): 3 clusters
  Score: Raw -123782.518537 + Penalty 2394.505286 = -121388.013251
  nChanged 49
		SP:Iteration 6Q (15207.480000 sec): 3 clusters
  Score: Raw -123844.107532 + Penalty 2394.505286 = -121449.602246
  nChanged 55
		SP:Iteration 7Q (15207.650000 sec): 3 clusters
  Score: Raw -123897.624676 + Penalty 2394.505286 = -121503.119390
  nChanged 68
		SP:Iteration 8Q (15207.830000 sec): 3 clusters
  Score: Raw -123963.273174 + Penalty 2394.505286 = -121568.767888
  nChanged 52
		SP:Iteration 9Q (15208.010000 sec): 3 clusters
  Score: Raw -124004.684392 + Penalty 2394.505286 = -121610.179106
  nChanged 36
		SP:Iteration 10Q (15208.190000 sec): 3 clusters
  Score: Raw -124029.845045 + Penalty 2394.505286 = -121635.339759
  nChanged 27
		SP:Iteration 11Q (15208.330000 sec): 3 clusters
  Score: Raw -124045.355927 + Penalty 2394.505286 = -121650.850641
  nChanged 14
		SP:Iteration 12Q (15208.470000 sec): 3 clusters
  Score: Raw -124058.856713 + Penalty 2394.505286 = -121664.351427
  nChanged 12
		SP:Iteration 13Q (15208.570000 sec): 3 clusters
  Score: Raw -124067.457948 + Penalty 2394.505286 = -121672.952662
  nChanged 8
		SP:Iteration 14Q (15208.660000 sec): 3 clusters
  Score: Raw -124074.323474 + Penalty 2394.505286 = -121679.818188
  nChanged 7
		SP:Iteration 15Q (15208.800000 sec): 3 clusters
  Score: Raw -124080.327683 + Penalty 2394.505286 = -121685.822397
  nChanged 3
		SP:Iteration 16Q (15208.950000 sec): 3 clusters
  Score: Raw -124082.481426 + Penalty 2394.505286 = -121687.976140
  nChanged 2
		SP:Iteration 17Q (15209.040000 sec): 3 clusters
  Score: Raw -124083.212796 + Penalty 2394.505286 = -121688.707510
  nChanged 2
		SP:Iteration 18Q (15209.140000 sec): 3 clusters
  Score: Raw -124083.847931 + Penalty 2394.505286 = -121689.342645
  nChanged 2
		SP:Iteration 19Q (15209.240000 sec): 3 clusters
  Score: Raw -124084.464140 + Penalty 2394.505286 = -121689.958854
  nChanged 4
		SP:Iteration 20F (15209.330000 sec): 3 clusters
  Score: Raw -124085.950814 + Penalty 2394.505286 = -121691.445528
  nChanged 7
		SP:Iteration 21Q (15209.430000 sec): 3 clusters
  Score: Raw -124088.124356 + Penalty 2394.505286 = -121693.619070
  nChanged 5
		SP:Iteration 22Q (15209.600000 sec): 3 clusters
  Score: Raw -124091.123274 + Penalty 2394.505286 = -121696.617988
  nChanged 4
		SP:Iteration 23Q (15209.690000 sec): 3 clusters
  Score: Raw -124093.439850 + Penalty 2394.505286 = -121698.934564
  nChanged 4
		SP:Iteration 24Q (15209.790000 sec): 3 clusters
  Score: Raw -124096.482258 + Penalty 2394.505286 = -121701.976972
  nChanged 5
		SP:Iteration 25Q (15209.880000 sec): 3 clusters
  Score: Raw -124099.317243 + Penalty 2394.505286 = -121704.811957
  nChanged 3
		SP:Iteration 26Q (15209.980000 sec): 3 clusters
  Score: Raw -124101.655934 + Penalty 2394.505286 = -121707.150648
  nChanged 3
		SP:Iteration 27Q (15210.080000 sec): 3 clusters
  Score: Raw -124104.806766 + Penalty 2394.505286 = -121710.301480
  nChanged 4
		SP:Iteration 28Q (15210.170000 sec): 3 clusters
  Score: Raw -124107.714297 + Penalty 2394.505286 = -121713.209011
  nChanged 1
		SP:Iteration 29Q (15210.270000 sec): 3 clusters
  Score: Raw -124108.204752 + Penalty 2394.505286 = -121713.699466
  nChanged 3
		SP:Iteration 30Q (15210.360000 sec): 3 clusters
  Score: Raw -124109.406315 + Penalty 2394.505286 = -121714.901029
  nChanged 0
		SP:Iteration 31F (15210.460000 sec): 3 clusters
  Score: Raw -124109.406315 + Penalty 2394.505286 = -121714.901029
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 80 (1826 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15210.600000 sec): 2 clusters
  Score: Raw -149537.926396 + Penalty 1220.355997 = -148317.570398
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15210.700000 sec): 3 clusters
  Score: Raw -148799.637136 + Penalty 2440.711995 = -146358.925141
  nChanged 645
		SP:Iteration 1F (15210.790000 sec): 3 clusters
  Score: Raw -149320.529830 + Penalty 2440.711995 = -146879.817835
  nChanged 173
		SP:Iteration 2F (15210.890000 sec): 3 clusters
  Score: Raw -149490.841299 + Penalty 2440.711995 = -147050.129304
  nChanged 92
		SP:Iteration 3F (15210.980000 sec): 3 clusters
  Score: Raw -149562.721471 + Penalty 2440.711995 = -147122.009476
  nChanged 80
		SP:Iteration 4Q (15211.080000 sec): 3 clusters
  Score: Raw -149625.949833 + Penalty 2440.711995 = -147185.237838
  nChanged 52
		SP:Iteration 5Q (15211.180000 sec): 3 clusters
  Score: Raw -149664.071156 + Penalty 2440.711995 = -147223.359161
  nChanged 32
		SP:Iteration 6Q (15211.270000 sec): 3 clusters
  Score: Raw -149688.120984 + Penalty 2440.711995 = -147247.408989
  nChanged 29
		SP:Iteration 7Q (15211.370000 sec): 3 clusters
  Score: Raw -149707.631162 + Penalty 2440.711995 = -147266.919168
  nChanged 21
		SP:Iteration 8Q (15211.460000 sec): 3 clusters
  Score: Raw -149727.847476 + Penalty 2440.711995 = -147287.135482
  nChanged 28
		SP:Iteration 9Q (15211.560000 sec): 3 clusters
  Score: Raw -149747.898939 + Penalty 2440.711995 = -147307.186944
  nChanged 27
		SP:Iteration 10Q (15211.700000 sec): 3 clusters
  Score: Raw -149768.323104 + Penalty 2440.711995 = -147327.611110
  nChanged 24
		SP:Iteration 11Q (15211.870000 sec): 3 clusters
  Score: Raw -149788.970319 + Penalty 2440.711995 = -147348.258324
  nChanged 20
		SP:Iteration 12Q (15211.990000 sec): 3 clusters
  Score: Raw -149805.612093 + Penalty 2440.711995 = -147364.900098
  nChanged 19
		SP:Iteration 13Q (15212.090000 sec): 3 clusters
  Score: Raw -149816.976846 + Penalty 2440.711995 = -147376.264851
  nChanged 14
		SP:Iteration 14Q (15212.180000 sec): 3 clusters
  Score: Raw -149827.225123 + Penalty 2440.711995 = -147386.513129
  nChanged 19
		SP:Iteration 15Q (15212.280000 sec): 3 clusters
  Score: Raw -149840.020914 + Penalty 2440.711995 = -147399.308919
  nChanged 12
		SP:Iteration 16Q (15212.420000 sec): 3 clusters
  Score: Raw -149849.345187 + Penalty 2440.711995 = -147408.633192
  nChanged 11
		SP:Iteration 17Q (15212.590000 sec): 3 clusters
  Score: Raw -149856.078757 + Penalty 2440.711995 = -147415.366762
  nChanged 6
		SP:Iteration 18Q (15212.740000 sec): 3 clusters
  Score: Raw -149859.600447 + Penalty 2440.711995 = -147418.888452
  nChanged 9
		SP:Iteration 19Q (15212.880000 sec): 3 clusters
  Score: Raw -149865.055580 + Penalty 2440.711995 = -147424.343585
  nChanged 11
		SP:Iteration 20F (15212.980000 sec): 3 clusters
  Score: Raw -149874.159455 + Penalty 2440.711995 = -147433.447460
  nChanged 9
		SP:Iteration 21Q (15213.070000 sec): 3 clusters
  Score: Raw -149880.237140 + Penalty 2440.711995 = -147439.525145
  nChanged 5
		SP:Iteration 22Q (15213.170000 sec): 3 clusters
  Score: Raw -149882.260660 + Penalty 2440.711995 = -147441.548665
  nChanged 3
		SP:Iteration 23Q (15213.260000 sec): 3 clusters
  Score: Raw -149883.332149 + Penalty 2440.711995 = -147442.620154
  nChanged 1
		SP:Iteration 24Q (15213.360000 sec): 3 clusters
  Score: Raw -149883.541019 + Penalty 2440.711995 = -147442.829024
  nChanged 1
		SP:Iteration 25Q (15213.460000 sec): 3 clusters
  Score: Raw -149884.046679 + Penalty 2440.711995 = -147443.334684
  nChanged 2
		SP:Iteration 26Q (15213.550000 sec): 3 clusters
  Score: Raw -149885.285127 + Penalty 2440.711995 = -147444.573132
  nChanged 4
		SP:Iteration 27Q (15213.650000 sec): 3 clusters
  Score: Raw -149886.755957 + Penalty 2440.711995 = -147446.043962
  nChanged 5
		SP:Iteration 28Q (15213.740000 sec): 3 clusters
  Score: Raw -149889.655622 + Penalty 2440.711995 = -147448.943627
  nChanged 8
		SP:Iteration 29Q (15213.840000 sec): 3 clusters
  Score: Raw -149895.657187 + Penalty 2440.711995 = -147454.945192
  nChanged 8
		SP:Iteration 30Q (15213.940000 sec): 3 clusters
  Score: Raw -149902.159642 + Penalty 2440.711995 = -147461.447647
  nChanged 11
		SP:Iteration 31Q (15214.030000 sec): 3 clusters
  Score: Raw -149909.159126 + Penalty 2440.711995 = -147468.447131
  nChanged 8
		SP:Iteration 32Q (15214.130000 sec): 3 clusters
  Score: Raw -149912.275682 + Penalty 2440.711995 = -147471.563687
  nChanged 8
		SP:Iteration 33Q (15214.220000 sec): 3 clusters
  Score: Raw -149916.536487 + Penalty 2440.711995 = -147475.824492
  nChanged 10
		SP:Iteration 34Q (15214.320000 sec): 3 clusters
  Score: Raw -149924.115472 + Penalty 2440.711995 = -147483.403477
  nChanged 15
		SP:Iteration 35Q (15214.420000 sec): 3 clusters
  Score: Raw -149931.448876 + Penalty 2440.711995 = -147490.736881
  nChanged 8
		SP:Iteration 36Q (15214.510000 sec): 3 clusters
  Score: Raw -149937.589456 + Penalty 2440.711995 = -147496.877461
  nChanged 8
		SP:Iteration 37Q (15214.610000 sec): 3 clusters
  Score: Raw -149943.133380 + Penalty 2440.711995 = -147502.421385
  nChanged 5
		SP:Iteration 38Q (15214.700000 sec): 3 clusters
  Score: Raw -149946.765790 + Penalty 2440.711995 = -147506.053795
  nChanged 8
		SP:Iteration 39Q (15214.840000 sec): 3 clusters
  Score: Raw -149951.974154 + Penalty 2440.711995 = -147511.262160
  nChanged 4
		SP:Iteration 40F (15214.980000 sec): 3 clusters
  Score: Raw -149955.720548 + Penalty 2440.711995 = -147515.008553
  nChanged 9
		SP:Iteration 41Q (15215.080000 sec): 3 clusters
  Score: Raw -149967.082235 + Penalty 2440.711995 = -147526.370240
  nChanged 8
		SP:Iteration 42Q (15215.180000 sec): 3 clusters
  Score: Raw -149974.838445 + Penalty 2440.711995 = -147534.126450
  nChanged 6
		SP:Iteration 43Q (15215.320000 sec): 3 clusters
  Score: Raw -149980.849719 + Penalty 2440.711995 = -147540.137724
  nChanged 5
		SP:Iteration 44Q (15215.420000 sec): 3 clusters
  Score: Raw -149983.426631 + Penalty 2440.711995 = -147542.714636
  nChanged 4
		SP:Iteration 45Q (15215.560000 sec): 3 clusters
  Score: Raw -149985.467136 + Penalty 2440.711995 = -147544.755141
  nChanged 2
		SP:Iteration 46Q (15215.660000 sec): 3 clusters
  Score: Raw -149985.826809 + Penalty 2440.711995 = -147545.114814
  nChanged 2
		SP:Iteration 47Q (15215.760000 sec): 3 clusters
  Score: Raw -149985.996909 + Penalty 2440.711995 = -147545.284914
  nChanged 0
		SP:Iteration 48F (15215.900000 sec): 3 clusters
  Score: Raw -149985.996909 + Penalty 2440.711995 = -147545.284914
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 81 (1934 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15215.990000 sec): 2 clusters
  Score: Raw -161394.436737 + Penalty 1229.693672 = -160164.743065
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15216.170000 sec): 3 clusters
  Score: Raw -160592.642863 + Penalty 2459.387345 = -158133.255519
  nChanged 689
		SP:Iteration 1F (15216.350000 sec): 3 clusters
  Score: Raw -161059.928603 + Penalty 2459.387345 = -158600.541258
  nChanged 174
		SP:Iteration 2F (15216.550000 sec): 3 clusters
  Score: Raw -161226.901761 + Penalty 2459.387345 = -158767.514417
  nChanged 123
		SP:Iteration 3F (15216.660000 sec): 3 clusters
  Score: Raw -161345.800513 + Penalty 2459.387345 = -158886.413168
  nChanged 114
		SP:Iteration 4F (15216.770000 sec): 3 clusters
  Score: Raw -161440.319671 + Penalty 2459.387345 = -158980.932327
  nChanged 71
		SP:Iteration 5Q (15216.880000 sec): 3 clusters
  Score: Raw -161498.153750 + Penalty 2459.387345 = -159038.766405
  nChanged 57
		SP:Iteration 6Q (15216.980000 sec): 3 clusters
  Score: Raw -161542.518373 + Penalty 2459.387345 = -159083.131028
  nChanged 48
		SP:Iteration 7Q (15217.100000 sec): 3 clusters
  Score: Raw -161576.175285 + Penalty 2459.387345 = -159116.787941
  nChanged 37
		SP:Iteration 8Q (15217.200000 sec): 3 clusters
  Score: Raw -161604.604083 + Penalty 2459.387345 = -159145.216738
  nChanged 24
		SP:Iteration 9Q (15217.310000 sec): 3 clusters
  Score: Raw -161626.149697 + Penalty 2459.387345 = -159166.762353
  nChanged 23
		SP:Iteration 10Q (15217.420000 sec): 3 clusters
  Score: Raw -161643.438687 + Penalty 2459.387345 = -159184.051342
  nChanged 19
		SP:Iteration 11Q (15217.530000 sec): 3 clusters
  Score: Raw -161655.757664 + Penalty 2459.387345 = -159196.370319
  nChanged 17
		SP:Iteration 12Q (15217.640000 sec): 3 clusters
  Score: Raw -161667.970458 + Penalty 2459.387345 = -159208.583113
  nChanged 15
		SP:Iteration 13Q (15217.750000 sec): 3 clusters
  Score: Raw -161680.521468 + Penalty 2459.387345 = -159221.134124
  nChanged 15
		SP:Iteration 14Q (15217.860000 sec): 3 clusters
  Score: Raw -161691.352423 + Penalty 2459.387345 = -159231.965078
  nChanged 16
		SP:Iteration 15Q (15217.970000 sec): 3 clusters
  Score: Raw -161702.406273 + Penalty 2459.387345 = -159243.018929
  nChanged 11
		SP:Iteration 16Q (15218.080000 sec): 3 clusters
  Score: Raw -161709.395294 + Penalty 2459.387345 = -159250.007949
  nChanged 17
		SP:Iteration 17Q (15218.190000 sec): 3 clusters
  Score: Raw -161720.684408 + Penalty 2459.387345 = -159261.297064
  nChanged 17
		SP:Iteration 18Q (15218.300000 sec): 3 clusters
  Score: Raw -161735.464169 + Penalty 2459.387345 = -159276.076824
  nChanged 18
		SP:Iteration 19Q (15218.410000 sec): 3 clusters
  Score: Raw -161755.595870 + Penalty 2459.387345 = -159296.208525
  nChanged 24
		SP:Iteration 20F (15218.520000 sec): 3 clusters
  Score: Raw -161780.563672 + Penalty 2459.387345 = -159321.176328
  nChanged 23
		SP:Iteration 21Q (15218.620000 sec): 3 clusters
  Score: Raw -161811.737504 + Penalty 2459.387345 = -159352.350159
  nChanged 34
		SP:Iteration 22Q (15218.740000 sec): 3 clusters
  Score: Raw -161847.870600 + Penalty 2459.387345 = -159388.483255
  nChanged 24
		SP:Iteration 23Q (15218.840000 sec): 3 clusters
  Score: Raw -161872.238384 + Penalty 2459.387345 = -159412.851039
  nChanged 22
		SP:Iteration 24Q (15218.960000 sec): 3 clusters
  Score: Raw -161894.460645 + Penalty 2459.387345 = -159435.073301
  nChanged 27
		SP:Iteration 25Q (15219.090000 sec): 3 clusters
  Score: Raw -161920.246723 + Penalty 2459.387345 = -159460.859378
  nChanged 27
		SP:Iteration 26Q (15219.220000 sec): 3 clusters
  Score: Raw -161943.170407 + Penalty 2459.387345 = -159483.783062
  nChanged 22
		SP:Iteration 27Q (15219.350000 sec): 3 clusters
  Score: Raw -161960.635194 + Penalty 2459.387345 = -159501.247849
  nChanged 22
		SP:Iteration 28Q (15219.490000 sec): 3 clusters
  Score: Raw -161978.797567 + Penalty 2459.387345 = -159519.410222
  nChanged 24
		SP:Iteration 29Q (15219.620000 sec): 3 clusters
  Score: Raw -161995.137695 + Penalty 2459.387345 = -159535.750350
  nChanged 24
		SP:Iteration 30Q (15219.760000 sec): 3 clusters
  Score: Raw -162009.689369 + Penalty 2459.387345 = -159550.302024
  nChanged 15
		SP:Iteration 31Q (15219.890000 sec): 3 clusters
  Score: Raw -162018.913109 + Penalty 2459.387345 = -159559.525765
  nChanged 15
		SP:Iteration 32Q (15220.030000 sec): 3 clusters
  Score: Raw -162024.891499 + Penalty 2459.387345 = -159565.504154
  nChanged 9
		SP:Iteration 33Q (15220.160000 sec): 3 clusters
  Score: Raw -162027.975560 + Penalty 2459.387345 = -159568.588215
  nChanged 3
		SP:Iteration 34Q (15220.300000 sec): 3 clusters
  Score: Raw -162029.391635 + Penalty 2459.387345 = -159570.004290
  nChanged 1
		SP:Iteration 35Q (15220.450000 sec): 3 clusters
  Score: Raw -162030.727147 + Penalty 2459.387345 = -159571.339802
  nChanged 2
		SP:Iteration 36Q (15220.600000 sec): 3 clusters
  Score: Raw -162031.184374 + Penalty 2459.387345 = -159571.797029
  nChanged 1
		SP:Iteration 37Q (15220.750000 sec): 3 clusters
  Score: Raw -162031.359911 + Penalty 2459.387345 = -159571.972566
  nChanged 2
		SP:Iteration 38Q (15220.920000 sec): 3 clusters
  Score: Raw -162032.195346 + Penalty 2459.387345 = -159572.808001
  nChanged 4
		SP:Iteration 39Q (15221.100000 sec): 3 clusters
  Score: Raw -162034.039576 + Penalty 2459.387345 = -159574.652231
  nChanged 4
		SP:Iteration 40F (15221.270000 sec): 3 clusters
  Score: Raw -162036.160689 + Penalty 2459.387345 = -159576.773345
  nChanged 2
		SP:Iteration 41Q (15221.450000 sec): 3 clusters
  Score: Raw -162036.812937 + Penalty 2459.387345 = -159577.425592
  nChanged 1
		SP:Iteration 42Q (15221.620000 sec): 3 clusters
  Score: Raw -162036.953347 + Penalty 2459.387345 = -159577.566002
  nChanged 1
		SP:Iteration 43Q (15221.800000 sec): 3 clusters
  Score: Raw -162037.462888 + Penalty 2459.387345 = -159578.075543
  nChanged 1
		SP:Iteration 44Q (15222.030000 sec): 3 clusters
  Score: Raw -162038.081650 + Penalty 2459.387345 = -159578.694305
  nChanged 1
		SP:Iteration 45Q (15222.240000 sec): 3 clusters
  Score: Raw -162038.465387 + Penalty 2459.387345 = -159579.078042
  nChanged 3
		SP:Iteration 46Q (15222.410000 sec): 3 clusters
  Score: Raw -162041.010843 + Penalty 2459.387345 = -159581.623499
  nChanged 5
		SP:Iteration 47Q (15222.500000 sec): 3 clusters
  Score: Raw -162042.569298 + Penalty 2459.387345 = -159583.181954
  nChanged 3
		SP:Iteration 48Q (15222.640000 sec): 3 clusters
  Score: Raw -162043.419954 + Penalty 2459.387345 = -159584.032609
  nChanged 2
		SP:Iteration 49Q (15222.780000 sec): 3 clusters
  Score: Raw -162044.593601 + Penalty 2459.387345 = -159585.206256
  nChanged 3
		SP:Iteration 50Q (15222.920000 sec): 3 clusters
  Score: Raw -162046.143508 + Penalty 2459.387345 = -159586.756163
  nChanged 3
		SP:Iteration 51Q (15223.060000 sec): 3 clusters
  Score: Raw -162047.297729 + Penalty 2459.387345 = -159587.910385
  nChanged 2
		SP:Iteration 52Q (15223.200000 sec): 3 clusters
  Score: Raw -162047.717458 + Penalty 2459.387345 = -159588.330114
  nChanged 0
		SP:Iteration 53F (15223.330000 sec): 3 clusters
  Score: Raw -162047.717458 + Penalty 2459.387345 = -159588.330114
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 82 (10344 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15223.500000 sec): 2 clusters
  Score: Raw -899836.451022 + Penalty 1502.176312 = -898334.274710
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15223.780000 sec): 3 clusters
  Score: Raw -893881.715998 + Penalty 3004.352624 = -890877.363374
  nChanged 4529
		SP:Iteration 1F (15224.080000 sec): 3 clusters
  Score: Raw -896368.609765 + Penalty 3004.352624 = -893364.257141
  nChanged 727
		SP:Iteration 2F (15224.310000 sec): 3 clusters
  Score: Raw -896744.404032 + Penalty 3004.352624 = -893740.051407
  nChanged 657
		SP:Iteration 3F (15224.570000 sec): 3 clusters
  Score: Raw -897097.389911 + Penalty 3004.352624 = -894093.037287
  nChanged 602
		SP:Iteration 4F (15224.800000 sec): 3 clusters
  Score: Raw -897479.044118 + Penalty 3004.352624 = -894474.691494
  nChanged 597
		SP:Iteration 5F (15225.000000 sec): 3 clusters
  Score: Raw -897910.741224 + Penalty 3004.352624 = -894906.388600
  nChanged 569
		SP:Iteration 6F (15225.220000 sec): 3 clusters
  Score: Raw -898328.643228 + Penalty 3004.352624 = -895324.290604
  nChanged 526
		SP:Iteration 7F (15225.460000 sec): 3 clusters
  Score: Raw -898716.911692 + Penalty 3004.352624 = -895712.559068
  nChanged 442
		SP:Iteration 8Q (15225.710000 sec): 3 clusters
  Score: Raw -899025.714925 + Penalty 3004.352624 = -896021.362301
  nChanged 334
		SP:Iteration 9Q (15225.850000 sec): 3 clusters
  Score: Raw -899242.565532 + Penalty 3004.352624 = -896238.212908
  nChanged 278
		SP:Iteration 10Q (15226.110000 sec): 3 clusters
  Score: Raw -899421.824464 + Penalty 3004.352624 = -896417.471840
  nChanged 215
		SP:Iteration 11Q (15226.300000 sec): 3 clusters
  Score: Raw -899560.063195 + Penalty 3004.352624 = -896555.710571
  nChanged 168
		SP:Iteration 12Q (15226.550000 sec): 3 clusters
  Score: Raw -899661.152367 + Penalty 3004.352624 = -896656.799743
  nChanged 126
		SP:Iteration 13Q (15226.790000 sec): 3 clusters
  Score: Raw -899741.002127 + Penalty 3004.352624 = -896736.649503
  nChanged 95
		SP:Iteration 14Q (15227.060000 sec): 3 clusters
  Score: Raw -899803.049704 + Penalty 3004.352624 = -896798.697080
  nChanged 75
		SP:Iteration 15Q (15227.270000 sec): 3 clusters
  Score: Raw -899853.244422 + Penalty 3004.352624 = -896848.891798
  nChanged 73
		SP:Iteration 16Q (15227.530000 sec): 3 clusters
  Score: Raw -899905.297532 + Penalty 3004.352624 = -896900.944908
  nChanged 46
		SP:Iteration 17Q (15227.770000 sec): 3 clusters
  Score: Raw -899936.492675 + Penalty 3004.352624 = -896932.140051
  nChanged 29
		SP:Iteration 18Q (15227.970000 sec): 3 clusters
  Score: Raw -899957.740430 + Penalty 3004.352624 = -896953.387806
  nChanged 31
		SP:Iteration 19Q (15228.180000 sec): 3 clusters
  Score: Raw -899980.246485 + Penalty 3004.352624 = -896975.893861
  nChanged 25
		SP:Iteration 20F (15228.440000 sec): 3 clusters
  Score: Raw -899995.776307 + Penalty 3004.352624 = -896991.423683
  nChanged 18
		SP:Iteration 21Q (15228.670000 sec): 3 clusters
  Score: Raw -900007.121059 + Penalty 3004.352624 = -897002.768435
  nChanged 15
		SP:Iteration 22Q (15228.920000 sec): 3 clusters
  Score: Raw -900018.822937 + Penalty 3004.352624 = -897014.470312
  nChanged 11
		SP:Iteration 23Q (15229.150000 sec): 3 clusters
  Score: Raw -900031.785807 + Penalty 3004.352624 = -897027.433183
  nChanged 14
		SP:Iteration 24Q (15229.380000 sec): 3 clusters
  Score: Raw -900043.475263 + Penalty 3004.352624 = -897039.122639
  nChanged 7
		SP:Iteration 25Q (15229.650000 sec): 3 clusters
  Score: Raw -900047.314453 + Penalty 3004.352624 = -897042.961829
  nChanged 4
		SP:Iteration 26Q (15229.830000 sec): 3 clusters
  Score: Raw -900049.344947 + Penalty 3004.352624 = -897044.992323
  nChanged 4
		SP:Iteration 27Q (15230.070000 sec): 3 clusters
  Score: Raw -900052.932954 + Penalty 3004.352624 = -897048.580330
  nChanged 6
		SP:Iteration 28Q (15230.360000 sec): 3 clusters
  Score: Raw -900056.525544 + Penalty 3004.352624 = -897052.172920
  nChanged 2
		SP:Iteration 29Q (15230.540000 sec): 3 clusters
  Score: Raw -900058.253657 + Penalty 3004.352624 = -897053.901033
  nChanged 2
		SP:Iteration 30Q (15230.790000 sec): 3 clusters
  Score: Raw -900058.945453 + Penalty 3004.352624 = -897054.592829
  nChanged 2
		SP:Iteration 31Q (15231.020000 sec): 3 clusters
  Score: Raw -900059.828724 + Penalty 3004.352624 = -897055.476100
  nChanged 2
		SP:Iteration 32Q (15231.270000 sec): 3 clusters
  Score: Raw -900060.970081 + Penalty 3004.352624 = -897056.617457
  nChanged 5
		SP:Iteration 33Q (15231.480000 sec): 3 clusters
  Score: Raw -900064.706550 + Penalty 3004.352624 = -897060.353925
  nChanged 3
		SP:Iteration 34Q (15231.750000 sec): 3 clusters
  Score: Raw -900067.086276 + Penalty 3004.352624 = -897062.733651
  nChanged 4
		SP:Iteration 35Q (15232.010000 sec): 3 clusters
  Score: Raw -900070.665649 + Penalty 3004.352624 = -897066.313025
  nChanged 8
		SP:Iteration 36Q (15232.210000 sec): 3 clusters
  Score: Raw -900076.857564 + Penalty 3004.352624 = -897072.504940
  nChanged 5
		SP:Iteration 37Q (15232.400000 sec): 3 clusters
  Score: Raw -900080.296712 + Penalty 3004.352624 = -897075.944088
  nChanged 2
		SP:Iteration 38Q (15232.590000 sec): 3 clusters
  Score: Raw -900081.690892 + Penalty 3004.352624 = -897077.338268
  nChanged 2
		SP:Iteration 39Q (15232.830000 sec): 3 clusters
  Score: Raw -900083.365189 + Penalty 3004.352624 = -897079.012565
  nChanged 3
		SP:Iteration 40F (15233.110000 sec): 3 clusters
  Score: Raw -900086.703154 + Penalty 3004.352624 = -897082.350529
  nChanged 3
		SP:Iteration 41Q (15233.330000 sec): 3 clusters
  Score: Raw -900088.919212 + Penalty 3004.352624 = -897084.566588
  nChanged 0
		SP:Iteration 42F (15233.510000 sec): 3 clusters
  Score: Raw -900088.919212 + Penalty 3004.352624 = -897084.566588
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 83 (1194 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15233.620000 sec): 2 clusters
  Score: Raw -89996.149169 + Penalty 1151.322948 = -88844.826221
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15233.800000 sec): 3 clusters
  Score: Raw -89584.694275 + Penalty 2302.645896 = -87282.048379
  nChanged 378
		SP:Iteration 1F (15233.980000 sec): 3 clusters
  Score: Raw -89914.741676 + Penalty 2302.645896 = -87612.095780
  nChanged 117
		SP:Iteration 2F (15234.110000 sec): 3 clusters
  Score: Raw -90091.295616 + Penalty 2302.645896 = -87788.649721
  nChanged 83
		SP:Iteration 3F (15234.250000 sec): 3 clusters
  Score: Raw -90211.549346 + Penalty 2302.645896 = -87908.903450
  nChanged 55
		SP:Iteration 4Q (15234.530000 sec): 3 clusters
  Score: Raw -90300.694163 + Penalty 2302.645896 = -87998.048268
  nChanged 53
		SP:Iteration 5Q (15234.720000 sec): 3 clusters
  Score: Raw -90396.474038 + Penalty 2302.645896 = -88093.828143
  nChanged 47
		SP:Iteration 6Q (15234.900000 sec): 3 clusters
  Score: Raw -90513.140487 + Penalty 2302.645896 = -88210.494591
  nChanged 43
		SP:Iteration 7Q (15235.000000 sec): 3 clusters
  Score: Raw -90600.061990 + Penalty 2302.645896 = -88297.416095
  nChanged 36
		SP:Iteration 8Q (15235.200000 sec): 3 clusters
  Score: Raw -90657.584337 + Penalty 2302.645896 = -88354.938441
  nChanged 23
		SP:Iteration 9Q (15235.360000 sec): 3 clusters
  Score: Raw -90706.468164 + Penalty 2302.645896 = -88403.822269
  nChanged 27
		SP:Iteration 10Q (15235.510000 sec): 3 clusters
  Score: Raw -90750.746177 + Penalty 2302.645896 = -88448.100281
  nChanged 29
		SP:Iteration 11Q (15235.630000 sec): 3 clusters
  Score: Raw -90784.862380 + Penalty 2302.645896 = -88482.216485
  nChanged 25
		SP:Iteration 12Q (15235.890000 sec): 3 clusters
  Score: Raw -90808.959880 + Penalty 2302.645896 = -88506.313984
  nChanged 19
		SP:Iteration 13Q (15236.150000 sec): 3 clusters
  Score: Raw -90834.757057 + Penalty 2302.645896 = -88532.111162
  nChanged 23
		SP:Iteration 14Q (15236.290000 sec): 3 clusters
  Score: Raw -90877.975304 + Penalty 2302.645896 = -88575.329408
  nChanged 20
		SP:Iteration 15Q (15236.390000 sec): 3 clusters
  Score: Raw -90900.751102 + Penalty 2302.645896 = -88598.105207
  nChanged 15
		SP:Iteration 16Q (15236.530000 sec): 3 clusters
  Score: Raw -90911.819180 + Penalty 2302.645896 = -88609.173284
  nChanged 10
		SP:Iteration 17Q (15236.680000 sec): 3 clusters
  Score: Raw -90919.312409 + Penalty 2302.645896 = -88616.666514
  nChanged 8
		SP:Iteration 18Q (15236.820000 sec): 3 clusters
  Score: Raw -90925.439367 + Penalty 2302.645896 = -88622.793472
  nChanged 6
		SP:Iteration 19Q (15236.970000 sec): 3 clusters
  Score: Raw -90930.672176 + Penalty 2302.645896 = -88628.026281
  nChanged 5
		SP:Iteration 20F (15237.110000 sec): 3 clusters
  Score: Raw -90937.981305 + Penalty 2302.645896 = -88635.335410
  nChanged 6
		SP:Iteration 21Q (15237.280000 sec): 3 clusters
  Score: Raw -90944.108204 + Penalty 2302.645896 = -88641.462308
  nChanged 5
		SP:Iteration 22Q (15237.520000 sec): 3 clusters
  Score: Raw -90948.771593 + Penalty 2302.645896 = -88646.125697
  nChanged 2
		SP:Iteration 23Q (15237.670000 sec): 3 clusters
  Score: Raw -90951.026264 + Penalty 2302.645896 = -88648.380368
  nChanged 1
		SP:Iteration 24Q (15237.850000 sec): 3 clusters
  Score: Raw -90951.487898 + Penalty 2302.645896 = -88648.842002
  nChanged 0
		SP:Iteration 25F (15238.000000 sec): 3 clusters
  Score: Raw -90951.487898 + Penalty 2302.645896 = -88648.842002
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 84 (2011 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15238.140000 sec): 2 clusters
  Score: Raw -165301.337265 + Penalty 1236.037951 = -164065.299314
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15238.290000 sec): 3 clusters
  Score: Raw -164463.737880 + Penalty 2472.075902 = -161991.661978
  nChanged 755
		SP:Iteration 1F (15238.410000 sec): 3 clusters
  Score: Raw -165052.421810 + Penalty 2472.075902 = -162580.345908
  nChanged 181
		SP:Iteration 2F (15238.550000 sec): 3 clusters
  Score: Raw -165263.135158 + Penalty 2472.075902 = -162791.059257
  nChanged 144
		SP:Iteration 3F (15238.690000 sec): 3 clusters
  Score: Raw -165412.610798 + Penalty 2472.075902 = -162940.534896
  nChanged 96
		SP:Iteration 4Q (15238.830000 sec): 3 clusters
  Score: Raw -165512.849767 + Penalty 2472.075902 = -163040.773865
  nChanged 81
		SP:Iteration 5Q (15238.970000 sec): 3 clusters
  Score: Raw -165600.965308 + Penalty 2472.075902 = -163128.889406
  nChanged 67
		SP:Iteration 6Q (15239.150000 sec): 3 clusters
  Score: Raw -165662.581200 + Penalty 2472.075902 = -163190.505298
  nChanged 50
		SP:Iteration 7Q (15239.330000 sec): 3 clusters
  Score: Raw -165707.674951 + Penalty 2472.075902 = -163235.599049
  nChanged 39
		SP:Iteration 8Q (15239.480000 sec): 3 clusters
  Score: Raw -165736.103043 + Penalty 2472.075902 = -163264.027141
  nChanged 33
		SP:Iteration 9Q (15239.630000 sec): 3 clusters
  Score: Raw -165754.769238 + Penalty 2472.075902 = -163282.693337
  nChanged 23
		SP:Iteration 10Q (15239.770000 sec): 3 clusters
  Score: Raw -165769.889778 + Penalty 2472.075902 = -163297.813876
  nChanged 17
		SP:Iteration 11Q (15239.910000 sec): 3 clusters
  Score: Raw -165780.616882 + Penalty 2472.075902 = -163308.540980
  nChanged 12
		SP:Iteration 12Q (15240.050000 sec): 3 clusters
  Score: Raw -165789.411497 + Penalty 2472.075902 = -163317.335595
  nChanged 13
		SP:Iteration 13Q (15240.220000 sec): 3 clusters
  Score: Raw -165798.890887 + Penalty 2472.075902 = -163326.814985
  nChanged 6
		SP:Iteration 14Q (15240.420000 sec): 3 clusters
  Score: Raw -165801.671331 + Penalty 2472.075902 = -163329.595429
  nChanged 5
		SP:Iteration 15Q (15240.520000 sec): 3 clusters
  Score: Raw -165802.991863 + Penalty 2472.075902 = -163330.915961
  nChanged 2
		SP:Iteration 16Q (15240.660000 sec): 3 clusters
  Score: Raw -165803.793478 + Penalty 2472.075902 = -163331.717576
  nChanged 2
		SP:Iteration 17Q (15240.760000 sec): 3 clusters
  Score: Raw -165804.496884 + Penalty 2472.075902 = -163332.420982
  nChanged 1
		SP:Iteration 18Q (15240.900000 sec): 3 clusters
  Score: Raw -165805.432845 + Penalty 2472.075902 = -163333.356943
  nChanged 4
		SP:Iteration 19Q (15240.990000 sec): 3 clusters
  Score: Raw -165807.012453 + Penalty 2472.075902 = -163334.936551
  nChanged 0
		SP:Iteration 20F (15241.140000 sec): 3 clusters
  Score: Raw -165807.012453 + Penalty 2472.075902 = -163334.936551
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 85 (5149 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15241.240000 sec): 2 clusters
  Score: Raw -429325.773061 + Penalty 1388.815643 = -427936.957419
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15241.430000 sec): 3 clusters
  Score: Raw -426592.534516 + Penalty 2777.631285 = -423814.903231
  nChanged 2099
		SP:Iteration 1F (15241.650000 sec): 3 clusters
  Score: Raw -427899.385173 + Penalty 2777.631285 = -425121.753888
  nChanged 437
		SP:Iteration 2F (15241.810000 sec): 3 clusters
  Score: Raw -428260.732467 + Penalty 2777.631285 = -425483.101182
  nChanged 384
		SP:Iteration 3F (15241.950000 sec): 3 clusters
  Score: Raw -428570.974384 + Penalty 2777.631285 = -425793.343099
  nChanged 329
		SP:Iteration 4F (15242.080000 sec): 3 clusters
  Score: Raw -428874.866788 + Penalty 2777.631285 = -426097.235503
  nChanged 314
		SP:Iteration 5F (15242.280000 sec): 3 clusters
  Score: Raw -429190.137861 + Penalty 2777.631285 = -426412.506576
  nChanged 294
		SP:Iteration 6F (15242.450000 sec): 3 clusters
  Score: Raw -429430.852737 + Penalty 2777.631285 = -426653.221452
  nChanged 226
		SP:Iteration 7Q (15242.620000 sec): 3 clusters
  Score: Raw -429587.143921 + Penalty 2777.631285 = -426809.512636
  nChanged 167
		SP:Iteration 8Q (15242.800000 sec): 3 clusters
  Score: Raw -429686.937342 + Penalty 2777.631285 = -426909.306057
  nChanged 122
		SP:Iteration 9Q (15242.970000 sec): 3 clusters
  Score: Raw -429757.009671 + Penalty 2777.631285 = -426979.378386
  nChanged 109
		SP:Iteration 10Q (15243.140000 sec): 3 clusters
  Score: Raw -429798.495432 + Penalty 2777.631285 = -427020.864147
  nChanged 67
		SP:Iteration 11Q (15243.340000 sec): 3 clusters
  Score: Raw -429823.085547 + Penalty 2777.631285 = -427045.454262
  nChanged 46
		SP:Iteration 12Q (15243.530000 sec): 3 clusters
  Score: Raw -429838.406872 + Penalty 2777.631285 = -427060.775587
  nChanged 36
		SP:Iteration 13Q (15243.700000 sec): 3 clusters
  Score: Raw -429848.332372 + Penalty 2777.631285 = -427070.701087
  nChanged 25
		SP:Iteration 14Q (15243.870000 sec): 3 clusters
  Score: Raw -429854.140207 + Penalty 2777.631285 = -427076.508922
  nChanged 14
		SP:Iteration 15Q (15244.040000 sec): 3 clusters
  Score: Raw -429857.648130 + Penalty 2777.631285 = -427080.016845
  nChanged 10
		SP:Iteration 16Q (15244.220000 sec): 3 clusters
  Score: Raw -429861.291128 + Penalty 2777.631285 = -427083.659843
  nChanged 14
		SP:Iteration 17Q (15244.390000 sec): 3 clusters
  Score: Raw -429864.501537 + Penalty 2777.631285 = -427086.870252
  nChanged 11
		SP:Iteration 18Q (15244.560000 sec): 3 clusters
  Score: Raw -429867.533776 + Penalty 2777.631285 = -427089.902491
  nChanged 8
		SP:Iteration 19Q (15244.730000 sec): 3 clusters
  Score: Raw -429870.634041 + Penalty 2777.631285 = -427093.002756
  nChanged 10
		SP:Iteration 20F (15244.900000 sec): 3 clusters
  Score: Raw -429872.310259 + Penalty 2777.631285 = -427094.678974
  nChanged 8
		SP:Iteration 21Q (15245.080000 sec): 3 clusters
  Score: Raw -429873.734215 + Penalty 2777.631285 = -427096.102930
  nChanged 6
		SP:Iteration 22Q (15245.250000 sec): 3 clusters
  Score: Raw -429874.848768 + Penalty 2777.631285 = -427097.217483
  nChanged 5
		SP:Iteration 23Q (15245.420000 sec): 3 clusters
  Score: Raw -429876.744724 + Penalty 2777.631285 = -427099.113439
  nChanged 4
		SP:Iteration 24Q (15245.590000 sec): 3 clusters
  Score: Raw -429877.532636 + Penalty 2777.631285 = -427099.901351
  nChanged 4
		SP:Iteration 25Q (15245.760000 sec): 3 clusters
  Score: Raw -429878.585227 + Penalty 2777.631285 = -427100.953942
  nChanged 2
		SP:Iteration 26Q (15245.940000 sec): 3 clusters
  Score: Raw -429879.036658 + Penalty 2777.631285 = -427101.405373
  nChanged 5
		SP:Iteration 27Q (15246.110000 sec): 3 clusters
  Score: Raw -429879.990241 + Penalty 2777.631285 = -427102.358956
  nChanged 2
		SP:Iteration 28Q (15246.280000 sec): 3 clusters
  Score: Raw -429880.364176 + Penalty 2777.631285 = -427102.732891
  nChanged 2
		SP:Iteration 29Q (15246.460000 sec): 3 clusters
  Score: Raw -429880.946543 + Penalty 2777.631285 = -427103.315258
  nChanged 6
		SP:Iteration 30Q (15246.630000 sec): 3 clusters
  Score: Raw -429882.071868 + Penalty 2777.631285 = -427104.440583
  nChanged 3
		SP:Iteration 31Q (15246.800000 sec): 3 clusters
  Score: Raw -429882.716102 + Penalty 2777.631285 = -427105.084817
  nChanged 3
		SP:Iteration 32Q (15246.970000 sec): 3 clusters
  Score: Raw -429882.989448 + Penalty 2777.631285 = -427105.358163
  nChanged 3
		SP:Iteration 33Q (15247.140000 sec): 3 clusters
  Score: Raw -429883.414502 + Penalty 2777.631285 = -427105.783217
  nChanged 2
		SP:Iteration 34Q (15247.320000 sec): 3 clusters
  Score: Raw -429883.782839 + Penalty 2777.631285 = -427106.151554
  nChanged 3
		SP:Iteration 35Q (15247.490000 sec): 3 clusters
  Score: Raw -429884.029204 + Penalty 2777.631285 = -427106.397919
  nChanged 0
		SP:Iteration 36F (15247.660000 sec): 3 clusters
  Score: Raw -429884.029204 + Penalty 2777.631285 = -427106.397919
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 86 (2559 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15247.760000 sec): 2 clusters
  Score: Raw -212249.696076 + Penalty 1275.197923 = -210974.498153
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15247.940000 sec): 3 clusters
  Score: Raw -211068.175836 + Penalty 2550.395847 = -208517.779989
  nChanged 955
		SP:Iteration 1F (15248.120000 sec): 3 clusters
  Score: Raw -211765.431481 + Penalty 2550.395847 = -209215.035634
  nChanged 228
		SP:Iteration 2F (15248.290000 sec): 3 clusters
  Score: Raw -211963.935764 + Penalty 2550.395847 = -209413.539917
  nChanged 144
		SP:Iteration 3F (15248.470000 sec): 3 clusters
  Score: Raw -212083.911982 + Penalty 2550.395847 = -209533.516135
  nChanged 131
		SP:Iteration 4F (15248.640000 sec): 3 clusters
  Score: Raw -212212.727663 + Penalty 2550.395847 = -209662.331816
  nChanged 123
		SP:Iteration 5Q (15248.820000 sec): 3 clusters
  Score: Raw -212337.084544 + Penalty 2550.395847 = -209786.688697
  nChanged 118
		SP:Iteration 6Q (15249.000000 sec): 3 clusters
  Score: Raw -212439.208569 + Penalty 2550.395847 = -209888.812722
  nChanged 93
		SP:Iteration 7Q (15249.170000 sec): 3 clusters
  Score: Raw -212541.388162 + Penalty 2550.395847 = -209990.992315
  nChanged 92
		SP:Iteration 8Q (15249.400000 sec): 3 clusters
  Score: Raw -212633.208627 + Penalty 2550.395847 = -210082.812781
  nChanged 81
		SP:Iteration 9Q (15249.560000 sec): 3 clusters
  Score: Raw -212703.499466 + Penalty 2550.395847 = -210153.103619
  nChanged 70
		SP:Iteration 10Q (15249.740000 sec): 3 clusters
  Score: Raw -212763.906408 + Penalty 2550.395847 = -210213.510561
  nChanged 57
		SP:Iteration 11Q (15249.900000 sec): 3 clusters
  Score: Raw -212796.932309 + Penalty 2550.395847 = -210246.536462
  nChanged 35
		SP:Iteration 12Q (15250.150000 sec): 3 clusters
  Score: Raw -212818.544603 + Penalty 2550.395847 = -210268.148756
  nChanged 29
		SP:Iteration 13Q (15250.310000 sec): 3 clusters
  Score: Raw -212836.111792 + Penalty 2550.395847 = -210285.715945
  nChanged 31
		SP:Iteration 14Q (15250.430000 sec): 3 clusters
  Score: Raw -212854.204273 + Penalty 2550.395847 = -210303.808426
  nChanged 27
		SP:Iteration 15Q (15250.580000 sec): 3 clusters
  Score: Raw -212872.234910 + Penalty 2550.395847 = -210321.839063
  nChanged 17
		SP:Iteration 16Q (15250.720000 sec): 3 clusters
  Score: Raw -212884.585670 + Penalty 2550.395847 = -210334.189823
  nChanged 18
		SP:Iteration 17Q (15250.860000 sec): 3 clusters
  Score: Raw -212897.127177 + Penalty 2550.395847 = -210346.731330
  nChanged 10
		SP:Iteration 18Q (15251.010000 sec): 3 clusters
  Score: Raw -212900.515077 + Penalty 2550.395847 = -210350.119230
  nChanged 6
		SP:Iteration 19Q (15251.160000 sec): 3 clusters
  Score: Raw -212902.459650 + Penalty 2550.395847 = -210352.063803
  nChanged 5
		SP:Iteration 20F (15251.300000 sec): 3 clusters
  Score: Raw -212904.534056 + Penalty 2550.395847 = -210354.138209
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 87 (3691 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15251.400000 sec): 2 clusters
  Score: Raw -311495.771666 + Penalty 1334.718564 = -310161.053102
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15251.560000 sec): 3 clusters
  Score: Raw -309689.807816 + Penalty 2669.437128 = -307020.370687
  nChanged 1449
		SP:Iteration 1F (15251.720000 sec): 3 clusters
  Score: Raw -310510.378040 + Penalty 2669.437128 = -307840.940912
  nChanged 305
		SP:Iteration 2F (15251.880000 sec): 3 clusters
  Score: Raw -310717.882165 + Penalty 2669.437128 = -308048.445036
  nChanged 231
		SP:Iteration 3F (15252.030000 sec): 3 clusters
  Score: Raw -310882.158242 + Penalty 2669.437128 = -308212.721113
  nChanged 204
		SP:Iteration 4F (15252.170000 sec): 3 clusters
  Score: Raw -311010.034035 + Penalty 2669.437128 = -308340.596906
  nChanged 175
		SP:Iteration 5Q (15252.280000 sec): 3 clusters
  Score: Raw -311128.255550 + Penalty 2669.437128 = -308458.818422
  nChanged 162
		SP:Iteration 6Q (15252.410000 sec): 3 clusters
  Score: Raw -311237.584293 + Penalty 2669.437128 = -308568.147164
  nChanged 142
		SP:Iteration 7Q (15252.560000 sec): 3 clusters
  Score: Raw -311335.197400 + Penalty 2669.437128 = -308665.760271
  nChanged 114
		SP:Iteration 8Q (15252.670000 sec): 3 clusters
  Score: Raw -311416.105909 + Penalty 2669.437128 = -308746.668781
  nChanged 106
		SP:Iteration 9Q (15252.800000 sec): 3 clusters
  Score: Raw -311484.270245 + Penalty 2669.437128 = -308814.833117
  nChanged 89
		SP:Iteration 10Q (15252.960000 sec): 3 clusters
  Score: Raw -311542.379931 + Penalty 2669.437128 = -308872.942802
  nChanged 78
		SP:Iteration 11Q (15253.060000 sec): 3 clusters
  Score: Raw -311585.382713 + Penalty 2669.437128 = -308915.945584
  nChanged 65
		SP:Iteration 12Q (15253.200000 sec): 3 clusters
  Score: Raw -311619.237812 + Penalty 2669.437128 = -308949.800684
  nChanged 50
		SP:Iteration 13Q (15253.390000 sec): 3 clusters
  Score: Raw -311644.360093 + Penalty 2669.437128 = -308974.922964
  nChanged 41
		SP:Iteration 14Q (15253.550000 sec): 3 clusters
  Score: Raw -311663.812546 + Penalty 2669.437128 = -308994.375418
  nChanged 35
		SP:Iteration 15Q (15253.710000 sec): 3 clusters
  Score: Raw -311677.343849 + Penalty 2669.437128 = -309007.906720
  nChanged 27
		SP:Iteration 16Q (15253.850000 sec): 3 clusters
  Score: Raw -311688.682595 + Penalty 2669.437128 = -309019.245467
  nChanged 27
		SP:Iteration 17Q (15254.020000 sec): 3 clusters
  Score: Raw -311702.193918 + Penalty 2669.437128 = -309032.756789
  nChanged 29
		SP:Iteration 18Q (15254.190000 sec): 3 clusters
  Score: Raw -311715.368876 + Penalty 2669.437128 = -309045.931747
  nChanged 28
		SP:Iteration 19Q (15254.350000 sec): 3 clusters
  Score: Raw -311732.982579 + Penalty 2669.437128 = -309063.545451
  nChanged 26
		SP:Iteration 20F (15254.460000 sec): 3 clusters
  Score: Raw -311744.909866 + Penalty 2669.437128 = -309075.472738
  nChanged 27
		SP:Iteration 21Q (15254.610000 sec): 3 clusters
  Score: Raw -311757.283160 + Penalty 2669.437128 = -309087.846031
  nChanged 18
		SP:Iteration 22Q (15254.760000 sec): 3 clusters
  Score: Raw -311767.766043 + Penalty 2669.437128 = -309098.328915
  nChanged 20
		SP:Iteration 23Q (15254.900000 sec): 3 clusters
  Score: Raw -311776.733031 + Penalty 2669.437128 = -309107.295902
  nChanged 13
		SP:Iteration 24Q (15255.050000 sec): 3 clusters
  Score: Raw -311782.067668 + Penalty 2669.437128 = -309112.630540
  nChanged 8
		SP:Iteration 25Q (15255.200000 sec): 3 clusters
  Score: Raw -311784.521964 + Penalty 2669.437128 = -309115.084835
  nChanged 8
		SP:Iteration 26Q (15255.340000 sec): 3 clusters
  Score: Raw -311787.825742 + Penalty 2669.437128 = -309118.388613
  nChanged 7
		SP:Iteration 27Q (15255.490000 sec): 3 clusters
  Score: Raw -311789.673095 + Penalty 2669.437128 = -309120.235967
  nChanged 8
		SP:Iteration 28Q (15255.680000 sec): 3 clusters
  Score: Raw -311792.964783 + Penalty 2669.437128 = -309123.527654
  nChanged 3
		SP:Iteration 29Q (15255.790000 sec): 3 clusters
  Score: Raw -311793.944387 + Penalty 2669.437128 = -309124.507259
  nChanged 4
		SP:Iteration 30Q (15255.980000 sec): 3 clusters
  Score: Raw -311795.343162 + Penalty 2669.437128 = -309125.906033
  nChanged 6
		SP:Iteration 31Q (15256.140000 sec): 3 clusters
  Score: Raw -311796.658399 + Penalty 2669.437128 = -309127.221271
  nChanged 1
		SP:Iteration 32Q (15256.250000 sec): 3 clusters
  Score: Raw -311796.836498 + Penalty 2669.437128 = -309127.399369
  nChanged 1
		SP:Iteration 33Q (15256.440000 sec): 3 clusters
  Score: Raw -311797.153750 + Penalty 2669.437128 = -309127.716622
  nChanged 0
		SP:Iteration 34F (15256.620000 sec): 3 clusters
  Score: Raw -311797.153750 + Penalty 2669.437128 = -309127.716622
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 88 (1408 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15256.760000 sec): 2 clusters
  Score: Raw -113079.279941 + Penalty 1178.112900 = -111901.167041
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15256.860000 sec): 3 clusters
  Score: Raw -112567.560093 + Penalty 2356.225799 = -110211.334293
  nChanged 462
		SP:Iteration 1F (15257.030000 sec): 3 clusters
  Score: Raw -113110.274416 + Penalty 2356.225799 = -110754.048616
  nChanged 154
		SP:Iteration 2F (15257.200000 sec): 3 clusters
  Score: Raw -113393.665921 + Penalty 2356.225799 = -111037.440121
  nChanged 110
		SP:Iteration 3F (15257.380000 sec): 3 clusters
  Score: Raw -113591.788190 + Penalty 2356.225799 = -111235.562390
  nChanged 81
		SP:Iteration 4F (15257.560000 sec): 3 clusters
  Score: Raw -113710.783490 + Penalty 2356.225799 = -111354.557691
  nChanged 47
		SP:Iteration 5Q (15257.740000 sec): 3 clusters
  Score: Raw -113767.373053 + Penalty 2356.225799 = -111411.147254
  nChanged 25
		SP:Iteration 6Q (15257.910000 sec): 3 clusters
  Score: Raw -113796.318920 + Penalty 2356.225799 = -111440.093120
  nChanged 17
		SP:Iteration 7Q (15258.090000 sec): 3 clusters
  Score: Raw -113818.921123 + Penalty 2356.225799 = -111462.695323
  nChanged 14
		SP:Iteration 8Q (15258.230000 sec): 3 clusters
  Score: Raw -113832.168942 + Penalty 2356.225799 = -111475.943142
  nChanged 6
		SP:Iteration 9Q (15258.420000 sec): 3 clusters
  Score: Raw -113836.612104 + Penalty 2356.225799 = -111480.386305
  nChanged 4
		SP:Iteration 10Q (15258.520000 sec): 3 clusters
  Score: Raw -113841.392305 + Penalty 2356.225799 = -111485.166506
  nChanged 5
		SP:Iteration 11Q (15258.670000 sec): 3 clusters
  Score: Raw -113846.342533 + Penalty 2356.225799 = -111490.116734
  nChanged 6
		SP:Iteration 12Q (15258.810000 sec): 3 clusters
  Score: Raw -113852.124725 + Penalty 2356.225799 = -111495.898925
  nChanged 6
		SP:Iteration 13Q (15258.950000 sec): 3 clusters
  Score: Raw -113856.675092 + Penalty 2356.225799 = -111500.449292
  nChanged 2
		SP:Iteration 14Q (15259.090000 sec): 3 clusters
  Score: Raw -113857.506741 + Penalty 2356.225799 = -111501.280941
  nChanged 1
		SP:Iteration 15Q (15259.230000 sec): 3 clusters
  Score: Raw -113857.752736 + Penalty 2356.225799 = -111501.526936
  nChanged 0
		SP:Iteration 16F (15259.370000 sec): 3 clusters
  Score: Raw -113857.752736 + Penalty 2356.225799 = -111501.526936
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 89 (3443 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15259.530000 sec): 2 clusters
  Score: Raw -294377.197529 + Penalty 1323.416000 = -293053.781529
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15259.640000 sec): 3 clusters
  Score: Raw -292691.749103 + Penalty 2646.832001 = -290044.917102
  nChanged 1308
		SP:Iteration 1F (15259.750000 sec): 3 clusters
  Score: Raw -293485.288977 + Penalty 2646.832001 = -290838.456976
  nChanged 252
		SP:Iteration 2F (15259.900000 sec): 3 clusters
  Score: Raw -293644.455794 + Penalty 2646.832001 = -290997.623794
  nChanged 186
		SP:Iteration 3F (15260.050000 sec): 3 clusters
  Score: Raw -293780.059651 + Penalty 2646.832001 = -291133.227650
  nChanged 172
		SP:Iteration 4Q (15260.190000 sec): 3 clusters
  Score: Raw -293900.631441 + Penalty 2646.832001 = -291253.799440
  nChanged 146
		SP:Iteration 5Q (15260.330000 sec): 3 clusters
  Score: Raw -294002.548179 + Penalty 2646.832001 = -291355.716178
  nChanged 137
		SP:Iteration 6Q (15260.430000 sec): 3 clusters
  Score: Raw -294109.266052 + Penalty 2646.832001 = -291462.434051
  nChanged 134
		SP:Iteration 7Q (15260.590000 sec): 3 clusters
  Score: Raw -294212.444348 + Penalty 2646.832001 = -291565.612347
  nChanged 115
		SP:Iteration 8Q (15260.700000 sec): 3 clusters
  Score: Raw -294284.302933 + Penalty 2646.832001 = -291637.470932
  nChanged 96
		SP:Iteration 9Q (15260.900000 sec): 3 clusters
  Score: Raw -294334.584118 + Penalty 2646.832001 = -291687.752117
  nChanged 89
		SP:Iteration 10Q (15261.020000 sec): 3 clusters
  Score: Raw -294385.185214 + Penalty 2646.832001 = -291738.353213
  nChanged 82
		SP:Iteration 11Q (15261.160000 sec): 3 clusters
  Score: Raw -294425.642105 + Penalty 2646.832001 = -291778.810104
  nChanged 58
		SP:Iteration 12Q (15261.300000 sec): 3 clusters
  Score: Raw -294453.370487 + Penalty 2646.832001 = -291806.538486
  nChanged 58
		SP:Iteration 13Q (15261.450000 sec): 3 clusters
  Score: Raw -294485.055366 + Penalty 2646.832001 = -291838.223366
  nChanged 47
		SP:Iteration 14Q (15261.590000 sec): 3 clusters
  Score: Raw -294508.180725 + Penalty 2646.832001 = -291861.348725
  nChanged 43
		SP:Iteration 15Q (15261.710000 sec): 3 clusters
  Score: Raw -294525.869739 + Penalty 2646.832001 = -291879.037739
  nChanged 32
		SP:Iteration 16Q (15261.810000 sec): 3 clusters
  Score: Raw -294543.887959 + Penalty 2646.832001 = -291897.055958
  nChanged 37
		SP:Iteration 17Q (15261.960000 sec): 3 clusters
  Score: Raw -294558.740613 + Penalty 2646.832001 = -291911.908612
  nChanged 30
		SP:Iteration 18Q (15262.100000 sec): 3 clusters
  Score: Raw -294569.648254 + Penalty 2646.832001 = -291922.816254
  nChanged 17
		SP:Iteration 19Q (15262.270000 sec): 3 clusters
  Score: Raw -294576.753050 + Penalty 2646.832001 = -291929.921050
  nChanged 16
		SP:Iteration 20F (15262.380000 sec): 3 clusters
  Score: Raw -294585.052123 + Penalty 2646.832001 = -291938.220123
  nChanged 22
		SP:Iteration 21Q (15262.530000 sec): 3 clusters
  Score: Raw -294596.365865 + Penalty 2646.832001 = -291949.533864
  nChanged 17
		SP:Iteration 22Q (15262.670000 sec): 3 clusters
  Score: Raw -294602.807821 + Penalty 2646.832001 = -291955.975821
  nChanged 12
		SP:Iteration 23Q (15262.820000 sec): 3 clusters
  Score: Raw -294606.921615 + Penalty 2646.832001 = -291960.089615
  nChanged 8
		SP:Iteration 24Q (15262.990000 sec): 3 clusters
  Score: Raw -294610.479163 + Penalty 2646.832001 = -291963.647163
  nChanged 10
		SP:Iteration 25Q (15263.110000 sec): 3 clusters
  Score: Raw -294616.030517 + Penalty 2646.832001 = -291969.198516
  nChanged 17
		SP:Iteration 26Q (15263.260000 sec): 3 clusters
  Score: Raw -294626.003265 + Penalty 2646.832001 = -291979.171264
  nChanged 11
		SP:Iteration 27Q (15263.430000 sec): 3 clusters
  Score: Raw -294633.303688 + Penalty 2646.832001 = -291986.471687
  nChanged 15
		SP:Iteration 28Q (15263.550000 sec): 3 clusters
  Score: Raw -294641.230009 + Penalty 2646.832001 = -291994.398008
  nChanged 12
		SP:Iteration 29Q (15263.730000 sec): 3 clusters
  Score: Raw -294648.529096 + Penalty 2646.832001 = -292001.697096
  nChanged 9
		SP:Iteration 30Q (15263.880000 sec): 3 clusters
  Score: Raw -294652.306793 + Penalty 2646.832001 = -292005.474793
  nChanged 8
		SP:Iteration 31Q (15264.040000 sec): 3 clusters
  Score: Raw -294655.906310 + Penalty 2646.832001 = -292009.074309
  nChanged 5
		SP:Iteration 32Q (15264.180000 sec): 3 clusters
  Score: Raw -294657.227887 + Penalty 2646.832001 = -292010.395886
  nChanged 2
		SP:Iteration 33Q (15264.320000 sec): 3 clusters
  Score: Raw -294657.907700 + Penalty 2646.832001 = -292011.075699
  nChanged 1
		SP:Iteration 34Q (15264.440000 sec): 3 clusters
  Score: Raw -294658.101129 + Penalty 2646.832001 = -292011.269128
  nChanged 0
		SP:Iteration 35F (15264.580000 sec): 3 clusters
  Score: Raw -294658.101129 + Penalty 2646.832001 = -292011.269128
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 90 (1013 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15264.700000 sec): 2 clusters
  Score: Raw -80434.938575 + Penalty 1124.609119 = -79310.329456
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15264.850000 sec): 3 clusters
  Score: Raw -80111.343334 + Penalty 2249.218239 = -77862.125095
  nChanged 316
		SP:Iteration 1F (15265.000000 sec): 3 clusters
  Score: Raw -80390.884951 + Penalty 2249.218239 = -78141.666712
  nChanged 81
		SP:Iteration 2F (15265.130000 sec): 3 clusters
  Score: Raw -80486.655417 + Penalty 2249.218239 = -78237.437179
  nChanged 46
		SP:Iteration 3Q (15265.230000 sec): 3 clusters
  Score: Raw -80537.343705 + Penalty 2249.218239 = -78288.125466
  nChanged 28
		SP:Iteration 4Q (15265.330000 sec): 3 clusters
  Score: Raw -80571.128320 + Penalty 2249.218239 = -78321.910081
  nChanged 24
		SP:Iteration 5Q (15265.480000 sec): 3 clusters
  Score: Raw -80597.992346 + Penalty 2249.218239 = -78348.774107
  nChanged 18
		SP:Iteration 6Q (15265.570000 sec): 3 clusters
  Score: Raw -80617.765546 + Penalty 2249.218239 = -78368.547307
  nChanged 15
		SP:Iteration 7Q (15265.720000 sec): 3 clusters
  Score: Raw -80633.956385 + Penalty 2249.218239 = -78384.738146
  nChanged 7
		SP:Iteration 8Q (15265.860000 sec): 3 clusters
  Score: Raw -80642.811903 + Penalty 2249.218239 = -78393.593664
  nChanged 10
		SP:Iteration 9Q (15265.960000 sec): 3 clusters
  Score: Raw -80651.906401 + Penalty 2249.218239 = -78402.688162
  nChanged 5
		SP:Iteration 10Q (15266.100000 sec): 3 clusters
  Score: Raw -80657.631987 + Penalty 2249.218239 = -78408.413748
  nChanged 8
		SP:Iteration 11Q (15266.240000 sec): 3 clusters
  Score: Raw -80670.083673 + Penalty 2249.218239 = -78420.865434
  nChanged 16
		SP:Iteration 12Q (15266.390000 sec): 3 clusters
  Score: Raw -80689.383236 + Penalty 2249.218239 = -78440.164997
  nChanged 9
		SP:Iteration 13Q (15266.530000 sec): 3 clusters
  Score: Raw -80706.997852 + Penalty 2249.218239 = -78457.779614
  nChanged 10
		SP:Iteration 14Q (15266.680000 sec): 3 clusters
  Score: Raw -80720.779850 + Penalty 2249.218239 = -78471.561612
  nChanged 8
		SP:Iteration 15Q (15266.820000 sec): 3 clusters
  Score: Raw -80727.861760 + Penalty 2249.218239 = -78478.643521
  nChanged 3
		SP:Iteration 16Q (15266.960000 sec): 3 clusters
  Score: Raw -80731.143457 + Penalty 2249.218239 = -78481.925218
  nChanged 3
		SP:Iteration 17Q (15267.100000 sec): 3 clusters
  Score: Raw -80733.475748 + Penalty 2249.218239 = -78484.257509
  nChanged 5
		SP:Iteration 18Q (15267.240000 sec): 3 clusters
  Score: Raw -80738.842846 + Penalty 2249.218239 = -78489.624607
  nChanged 4
		SP:Iteration 19Q (15267.380000 sec): 3 clusters
  Score: Raw -80743.650671 + Penalty 2249.218239 = -78494.432432
  nChanged 4
		SP:Iteration 20F (15267.530000 sec): 3 clusters
  Score: Raw -80749.778249 + Penalty 2249.218239 = -78500.560010
  nChanged 5
		SP:Iteration 21Q (15267.670000 sec): 3 clusters
  Score: Raw -80752.767203 + Penalty 2249.218239 = -78503.548964
  nChanged 5
		SP:Iteration 22Q (15267.820000 sec): 3 clusters
  Score: Raw -80756.400727 + Penalty 2249.218239 = -78507.182488
  nChanged 0
		SP:Iteration 23F (15267.910000 sec): 3 clusters
  Score: Raw -80756.400727 + Penalty 2249.218239 = -78507.182488
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 91 (9733 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15268.110000 sec): 2 clusters
  Score: Raw -826363.692970 + Penalty 1492.282586 = -824871.410384
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15268.280000 sec): 3 clusters
  Score: Raw -820942.274447 + Penalty 2984.565172 = -817957.709275
  nChanged 4156
		SP:Iteration 1F (15268.480000 sec): 3 clusters
  Score: Raw -823261.313518 + Penalty 2984.565172 = -820276.748346
  nChanged 615
		SP:Iteration 2F (15268.670000 sec): 3 clusters
  Score: Raw -823569.922112 + Penalty 2984.565172 = -820585.356940
  nChanged 527
		SP:Iteration 3F (15268.900000 sec): 3 clusters
  Score: Raw -823847.231809 + Penalty 2984.565172 = -820862.666637
  nChanged 500
		SP:Iteration 4F (15269.100000 sec): 3 clusters
  Score: Raw -824084.662627 + Penalty 2984.565172 = -821100.097455
  nChanged 433
		SP:Iteration 5Q (15269.310000 sec): 3 clusters
  Score: Raw -824295.246136 + Penalty 2984.565172 = -821310.680964
  nChanged 402
		SP:Iteration 6Q (15269.530000 sec): 3 clusters
  Score: Raw -824496.585607 + Penalty 2984.565172 = -821512.020435
  nChanged 401
		SP:Iteration 7Q (15269.730000 sec): 3 clusters
  Score: Raw -824690.847233 + Penalty 2984.565172 = -821706.282061
  nChanged 375
		SP:Iteration 8Q (15269.920000 sec): 3 clusters
  Score: Raw -824872.242162 + Penalty 2984.565172 = -821887.676990
  nChanged 359
		SP:Iteration 9Q (15270.100000 sec): 3 clusters
  Score: Raw -825049.441305 + Penalty 2984.565172 = -822064.876133
  nChanged 351
		SP:Iteration 10Q (15270.300000 sec): 3 clusters
  Score: Raw -825231.787433 + Penalty 2984.565172 = -822247.222261
  nChanged 325
		SP:Iteration 11Q (15270.480000 sec): 3 clusters
  Score: Raw -825413.230598 + Penalty 2984.565172 = -822428.665426
  nChanged 298
		SP:Iteration 12Q (15270.680000 sec): 3 clusters
  Score: Raw -825572.473265 + Penalty 2984.565172 = -822587.908093
  nChanged 247
		SP:Iteration 13Q (15270.850000 sec): 3 clusters
  Score: Raw -825708.644852 + Penalty 2984.565172 = -822724.079680
  nChanged 225
		SP:Iteration 14Q (15271.000000 sec): 3 clusters
  Score: Raw -825847.925425 + Penalty 2984.565172 = -822863.360253
  nChanged 216
		SP:Iteration 15Q (15271.240000 sec): 3 clusters
  Score: Raw -825975.824124 + Penalty 2984.565172 = -822991.258952
  nChanged 196
		SP:Iteration 16Q (15271.420000 sec): 3 clusters
  Score: Raw -826092.860907 + Penalty 2984.565172 = -823108.295735
  nChanged 183
		SP:Iteration 17Q (15271.590000 sec): 3 clusters
  Score: Raw -826203.082754 + Penalty 2984.565172 = -823218.517582
  nChanged 171
		SP:Iteration 18Q (15271.820000 sec): 3 clusters
  Score: Raw -826293.947432 + Penalty 2984.565172 = -823309.382260
  nChanged 137
		SP:Iteration 19Q (15272.000000 sec): 3 clusters
  Score: Raw -826357.484767 + Penalty 2984.565172 = -823372.919595
  nChanged 92
		SP:Iteration 20F (15272.240000 sec): 3 clusters
  Score: Raw -826399.281075 + Penalty 2984.565172 = -823414.715903
  nChanged 87
		SP:Iteration 21Q (15272.410000 sec): 3 clusters
  Score: Raw -826439.599176 + Penalty 2984.565172 = -823455.034004
  nChanged 86
		SP:Iteration 22Q (15272.620000 sec): 3 clusters
  Score: Raw -826476.532406 + Penalty 2984.565172 = -823491.967234
  nChanged 92
		SP:Iteration 23Q (15272.830000 sec): 3 clusters
  Score: Raw -826519.645227 + Penalty 2984.565172 = -823535.080055
  nChanged 102
		SP:Iteration 24Q (15273.050000 sec): 3 clusters
  Score: Raw -826571.276447 + Penalty 2984.565172 = -823586.711275
  nChanged 101
		SP:Iteration 25Q (15273.270000 sec): 3 clusters
  Score: Raw -826624.511735 + Penalty 2984.565172 = -823639.946563
  nChanged 86
		SP:Iteration 26Q (15273.490000 sec): 3 clusters
  Score: Raw -826665.569472 + Penalty 2984.565172 = -823681.004300
  nChanged 88
		SP:Iteration 27Q (15273.710000 sec): 3 clusters
  Score: Raw -826706.444438 + Penalty 2984.565172 = -823721.879266
  nChanged 71
		SP:Iteration 28Q (15273.930000 sec): 3 clusters
  Score: Raw -826746.577849 + Penalty 2984.565172 = -823762.012677
  nChanged 69
		SP:Iteration 29Q (15274.160000 sec): 3 clusters
  Score: Raw -826789.097858 + Penalty 2984.565172 = -823804.532686
  nChanged 58
		SP:Iteration 30Q (15274.380000 sec): 3 clusters
  Score: Raw -826818.575109 + Penalty 2984.565172 = -823834.009937
  nChanged 44
		SP:Iteration 31Q (15274.610000 sec): 3 clusters
  Score: Raw -826837.291089 + Penalty 2984.565172 = -823852.725917
  nChanged 28
		SP:Iteration 32Q (15274.830000 sec): 3 clusters
  Score: Raw -826847.621404 + Penalty 2984.565172 = -823863.056232
  nChanged 31
		SP:Iteration 33Q (15275.050000 sec): 3 clusters
  Score: Raw -826864.574270 + Penalty 2984.565172 = -823880.009098
  nChanged 37
		SP:Iteration 34Q (15275.280000 sec): 3 clusters
  Score: Raw -826880.757002 + Penalty 2984.565172 = -823896.191830
  nChanged 33
		SP:Iteration 35Q (15275.500000 sec): 3 clusters
  Score: Raw -826893.696291 + Penalty 2984.565172 = -823909.131119
  nChanged 28
		SP:Iteration 36Q (15275.730000 sec): 3 clusters
  Score: Raw -826905.327223 + Penalty 2984.565172 = -823920.762051
  nChanged 18
		SP:Iteration 37Q (15275.990000 sec): 3 clusters
  Score: Raw -826911.474838 + Penalty 2984.565172 = -823926.909666
  nChanged 18
		SP:Iteration 38Q (15276.210000 sec): 3 clusters
  Score: Raw -826918.430062 + Penalty 2984.565172 = -823933.864889
  nChanged 19
		SP:Iteration 39Q (15276.390000 sec): 3 clusters
  Score: Raw -826922.961734 + Penalty 2984.565172 = -823938.396562
  nChanged 12
		SP:Iteration 40F (15276.580000 sec): 3 clusters
  Score: Raw -826926.296517 + Penalty 2984.565172 = -823941.731345
  nChanged 9
		SP:Iteration 41Q (15276.760000 sec): 3 clusters
  Score: Raw -826928.615730 + Penalty 2984.565172 = -823944.050558
  nChanged 7
		SP:Iteration 42Q (15276.990000 sec): 3 clusters
  Score: Raw -826930.713635 + Penalty 2984.565172 = -823946.148463
  nChanged 6
		SP:Iteration 43Q (15277.220000 sec): 3 clusters
  Score: Raw -826931.692916 + Penalty 2984.565172 = -823947.127743
  nChanged 1
		SP:Iteration 44Q (15277.450000 sec): 3 clusters
  Score: Raw -826932.126385 + Penalty 2984.565172 = -823947.561213
  nChanged 0
		SP:Iteration 45F (15277.680000 sec): 3 clusters
  Score: Raw -826932.126385 + Penalty 2984.565172 = -823947.561213
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 92 (5205 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15277.780000 sec): 2 clusters
  Score: Raw -476408.245831 + Penalty 1390.573434 = -475017.672397
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15277.950000 sec): 3 clusters
  Score: Raw -473692.417737 + Penalty 2781.146869 = -470911.270868
  nChanged 2135
		SP:Iteration 1F (15278.130000 sec): 3 clusters
  Score: Raw -474765.879298 + Penalty 2781.146869 = -471984.732429
  nChanged 301
		SP:Iteration 2F (15278.300000 sec): 3 clusters
  Score: Raw -474891.869509 + Penalty 2781.146869 = -472110.722640
  nChanged 218
		SP:Iteration 3Q (15278.470000 sec): 3 clusters
  Score: Raw -474972.774523 + Penalty 2781.146869 = -472191.627654
  nChanged 164
		SP:Iteration 4Q (15278.650000 sec): 3 clusters
  Score: Raw -475024.837728 + Penalty 2781.146869 = -472243.690859
  nChanged 127
		SP:Iteration 5Q (15278.820000 sec): 3 clusters
  Score: Raw -475065.255611 + Penalty 2781.146869 = -472284.108742
  nChanged 106
		SP:Iteration 6Q (15278.990000 sec): 3 clusters
  Score: Raw -475103.732026 + Penalty 2781.146869 = -472322.585157
  nChanged 94
		SP:Iteration 7Q (15279.160000 sec): 3 clusters
  Score: Raw -475136.492770 + Penalty 2781.146869 = -472355.345901
  nChanged 99
		SP:Iteration 8Q (15279.330000 sec): 3 clusters
  Score: Raw -475172.118863 + Penalty 2781.146869 = -472390.971994
  nChanged 100
		SP:Iteration 9Q (15279.510000 sec): 3 clusters
  Score: Raw -475206.023659 + Penalty 2781.146869 = -472424.876790
  nChanged 98
		SP:Iteration 10Q (15279.680000 sec): 3 clusters
  Score: Raw -475239.889364 + Penalty 2781.146869 = -472458.742495
  nChanged 87
		SP:Iteration 11Q (15279.850000 sec): 3 clusters
  Score: Raw -475271.054735 + Penalty 2781.146869 = -472489.907866
  nChanged 100
		SP:Iteration 12Q (15280.030000 sec): 3 clusters
  Score: Raw -475306.586522 + Penalty 2781.146869 = -472525.439653
  nChanged 93
		SP:Iteration 13Q (15280.290000 sec): 3 clusters
  Score: Raw -475344.529017 + Penalty 2781.146869 = -472563.382148
  nChanged 99
		SP:Iteration 14Q (15280.520000 sec): 3 clusters
  Score: Raw -475386.146270 + Penalty 2781.146869 = -472604.999401
  nChanged 111
		SP:Iteration 15Q (15280.720000 sec): 3 clusters
  Score: Raw -475439.398066 + Penalty 2781.146869 = -472658.251197
  nChanged 136
		SP:Iteration 16Q (15280.940000 sec): 3 clusters
  Score: Raw -475507.266907 + Penalty 2781.146869 = -472726.120038
  nChanged 146
		SP:Iteration 17Q (15281.140000 sec): 3 clusters
  Score: Raw -475582.736214 + Penalty 2781.146869 = -472801.589345
  nChanged 145
		SP:Iteration 18Q (15281.330000 sec): 3 clusters
  Score: Raw -475665.201026 + Penalty 2781.146869 = -472884.054157
  nChanged 154
		SP:Iteration 19Q (15281.490000 sec): 3 clusters
  Score: Raw -475749.510537 + Penalty 2781.146869 = -472968.363668
  nChanged 149
		SP:Iteration 20F (15281.690000 sec): 3 clusters
  Score: Raw -475847.229860 + Penalty 2781.146869 = -473066.082991
  nChanged 153
		SP:Iteration 21Q (15281.840000 sec): 3 clusters
  Score: Raw -475970.486265 + Penalty 2781.146869 = -473189.339397
  nChanged 147
		SP:Iteration 22Q (15282.030000 sec): 3 clusters
  Score: Raw -476094.964816 + Penalty 2781.146869 = -473313.817948
  nChanged 126
		SP:Iteration 23Q (15282.260000 sec): 3 clusters
  Score: Raw -476207.680673 + Penalty 2781.146869 = -473426.533804
  nChanged 105
		SP:Iteration 24Q (15282.400000 sec): 3 clusters
  Score: Raw -476307.948791 + Penalty 2781.146869 = -473526.801922
  nChanged 75
		SP:Iteration 25Q (15282.590000 sec): 3 clusters
  Score: Raw -476389.597843 + Penalty 2781.146869 = -473608.450974
  nChanged 67
		SP:Iteration 26Q (15282.720000 sec): 3 clusters
  Score: Raw -476466.215612 + Penalty 2781.146869 = -473685.068743
  nChanged 51
		SP:Iteration 27Q (15282.860000 sec): 3 clusters
  Score: Raw -476517.973247 + Penalty 2781.146869 = -473736.826378
  nChanged 38
		SP:Iteration 28Q (15283.060000 sec): 3 clusters
  Score: Raw -476551.443877 + Penalty 2781.146869 = -473770.297008
  nChanged 37
		SP:Iteration 29Q (15283.210000 sec): 3 clusters
  Score: Raw -476582.431609 + Penalty 2781.146869 = -473801.284740
  nChanged 24
		SP:Iteration 30Q (15283.330000 sec): 3 clusters
  Score: Raw -476599.983417 + Penalty 2781.146869 = -473818.836548
  nChanged 17
		SP:Iteration 31Q (15283.550000 sec): 3 clusters
  Score: Raw -476614.803702 + Penalty 2781.146869 = -473833.656833
  nChanged 10
		SP:Iteration 32Q (15283.770000 sec): 3 clusters
  Score: Raw -476621.589365 + Penalty 2781.146869 = -473840.442496
  nChanged 8
		SP:Iteration 33Q (15283.920000 sec): 3 clusters
  Score: Raw -476627.906396 + Penalty 2781.146869 = -473846.759527
  nChanged 8
		SP:Iteration 34Q (15284.170000 sec): 3 clusters
  Score: Raw -476633.274394 + Penalty 2781.146869 = -473852.127525
  nChanged 9
		SP:Iteration 35Q (15284.340000 sec): 3 clusters
  Score: Raw -476640.404270 + Penalty 2781.146869 = -473859.257401
  nChanged 6
		SP:Iteration 36Q (15284.490000 sec): 3 clusters
  Score: Raw -476645.339320 + Penalty 2781.146869 = -473864.192451
  nChanged 3
		SP:Iteration 37Q (15284.680000 sec): 3 clusters
  Score: Raw -476647.672828 + Penalty 2781.146869 = -473866.525959
  nChanged 4
		SP:Iteration 38Q (15284.860000 sec): 3 clusters
  Score: Raw -476651.331751 + Penalty 2781.146869 = -473870.184882
  nChanged 5
		SP:Iteration 39Q (15285.000000 sec): 3 clusters
  Score: Raw -476654.890936 + Penalty 2781.146869 = -473873.744067
  nChanged 2
		SP:Iteration 40F (15285.210000 sec): 3 clusters
  Score: Raw -476655.883146 + Penalty 2781.146869 = -473874.736277
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 93 (1280 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15285.260000 sec): 2 clusters
  Score: Raw -110827.128431 + Penalty 1162.624995 = -109664.503435
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15285.420000 sec): 3 clusters
  Score: Raw -110385.789447 + Penalty 2325.249991 = -108060.539456
  nChanged 384
		SP:Iteration 1F (15285.610000 sec): 3 clusters
  Score: Raw -110713.397049 + Penalty 2325.249991 = -108388.147058
  nChanged 103
		SP:Iteration 2F (15285.780000 sec): 3 clusters
  Score: Raw -110804.590611 + Penalty 2325.249991 = -108479.340620
  nChanged 51
		SP:Iteration 3Q (15285.920000 sec): 3 clusters
  Score: Raw -110847.648682 + Penalty 2325.249991 = -108522.398691
  nChanged 50
		SP:Iteration 4Q (15286.070000 sec): 3 clusters
  Score: Raw -110893.043315 + Penalty 2325.249991 = -108567.793324
  nChanged 43
		SP:Iteration 5Q (15286.210000 sec): 3 clusters
  Score: Raw -110932.444350 + Penalty 2325.249991 = -108607.194359
  nChanged 30
		SP:Iteration 6Q (15286.350000 sec): 3 clusters
  Score: Raw -110955.562888 + Penalty 2325.249991 = -108630.312897
  nChanged 17
		SP:Iteration 7Q (15286.490000 sec): 3 clusters
  Score: Raw -110968.841502 + Penalty 2325.249991 = -108643.591511
  nChanged 8
		SP:Iteration 8Q (15286.640000 sec): 3 clusters
  Score: Raw -110974.738159 + Penalty 2325.249991 = -108649.488168
  nChanged 8
		SP:Iteration 9Q (15286.790000 sec): 3 clusters
  Score: Raw -110981.248359 + Penalty 2325.249991 = -108655.998368
  nChanged 7
		SP:Iteration 10Q (15286.880000 sec): 3 clusters
  Score: Raw -110989.030870 + Penalty 2325.249991 = -108663.780879
  nChanged 10
		SP:Iteration 11Q (15287.020000 sec): 3 clusters
  Score: Raw -110996.217150 + Penalty 2325.249991 = -108670.967159
  nChanged 11
		SP:Iteration 12Q (15287.120000 sec): 3 clusters
  Score: Raw -111004.326742 + Penalty 2325.249991 = -108679.076751
  nChanged 10
		SP:Iteration 13Q (15287.260000 sec): 3 clusters
  Score: Raw -111013.570237 + Penalty 2325.249991 = -108688.320246
  nChanged 15
		SP:Iteration 14Q (15287.360000 sec): 3 clusters
  Score: Raw -111029.744342 + Penalty 2325.249991 = -108704.494351
  nChanged 19
		SP:Iteration 15Q (15287.510000 sec): 3 clusters
  Score: Raw -111044.313035 + Penalty 2325.249991 = -108719.063044
  nChanged 12
		SP:Iteration 16Q (15287.600000 sec): 3 clusters
  Score: Raw -111052.763453 + Penalty 2325.249991 = -108727.513462
  nChanged 9
		SP:Iteration 17Q (15287.710000 sec): 3 clusters
  Score: Raw -111057.405713 + Penalty 2325.249991 = -108732.155722
  nChanged 8
		SP:Iteration 18Q (15287.860000 sec): 3 clusters
  Score: Raw -111063.720051 + Penalty 2325.249991 = -108738.470061
  nChanged 3
		SP:Iteration 19Q (15287.960000 sec): 3 clusters
  Score: Raw -111065.606840 + Penalty 2325.249991 = -108740.356849
  nChanged 4
		SP:Iteration 20F (15288.060000 sec): 3 clusters
  Score: Raw -111068.037208 + Penalty 2325.249991 = -108742.787217
  nChanged 3
		SP:Iteration 21Q (15288.200000 sec): 3 clusters
  Score: Raw -111070.706555 + Penalty 2325.249991 = -108745.456564
  nChanged 6
		SP:Iteration 22Q (15288.290000 sec): 3 clusters
  Score: Raw -111075.316938 + Penalty 2325.249991 = -108750.066947
  nChanged 4
		SP:Iteration 23Q (15288.430000 sec): 3 clusters
  Score: Raw -111076.795220 + Penalty 2325.249991 = -108751.545229
  nChanged 3
		SP:Iteration 24Q (15288.540000 sec): 3 clusters
  Score: Raw -111078.702805 + Penalty 2325.249991 = -108753.452814
  nChanged 1
		SP:Iteration 25Q (15288.660000 sec): 3 clusters
  Score: Raw -111079.728082 + Penalty 2325.249991 = -108754.478091
  nChanged 1
		SP:Iteration 26Q (15288.800000 sec): 3 clusters
  Score: Raw -111080.352274 + Penalty 2325.249991 = -108755.102283
  nChanged 1
		SP:Iteration 27Q (15288.950000 sec): 3 clusters
  Score: Raw -111081.112724 + Penalty 2325.249991 = -108755.862733
  nChanged 0
		SP:Iteration 28F (15289.090000 sec): 3 clusters
  Score: Raw -111081.112724 + Penalty 2325.249991 = -108755.862733
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 94 (1932 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15289.170000 sec): 2 clusters
  Score: Raw -155498.745228 + Penalty 1229.525540 = -154269.219688
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15289.270000 sec): 3 clusters
  Score: Raw -154673.689919 + Penalty 2459.051080 = -152214.638839
  nChanged 673
		SP:Iteration 1F (15289.410000 sec): 3 clusters
  Score: Raw -155155.572133 + Penalty 2459.051080 = -152696.521053
  nChanged 150
		SP:Iteration 2F (15289.510000 sec): 3 clusters
  Score: Raw -155271.793637 + Penalty 2459.051080 = -152812.742558
  nChanged 100
		SP:Iteration 3F (15289.650000 sec): 3 clusters
  Score: Raw -155344.049435 + Penalty 2459.051080 = -152884.998355
  nChanged 73
		SP:Iteration 4Q (15289.800000 sec): 3 clusters
  Score: Raw -155400.907998 + Penalty 2459.051080 = -152941.856918
  nChanged 55
		SP:Iteration 5Q (15289.900000 sec): 3 clusters
  Score: Raw -155438.567284 + Penalty 2459.051080 = -152979.516204
  nChanged 42
		SP:Iteration 6Q (15290.040000 sec): 3 clusters
  Score: Raw -155473.323977 + Penalty 2459.051080 = -153014.272897
  nChanged 39
		SP:Iteration 7Q (15290.140000 sec): 3 clusters
  Score: Raw -155502.256299 + Penalty 2459.051080 = -153043.205220
  nChanged 36
		SP:Iteration 8Q (15290.280000 sec): 3 clusters
  Score: Raw -155535.031785 + Penalty 2459.051080 = -153075.980705
  nChanged 39
		SP:Iteration 9Q (15290.370000 sec): 3 clusters
  Score: Raw -155559.297166 + Penalty 2459.051080 = -153100.246086
  nChanged 32
		SP:Iteration 10Q (15290.470000 sec): 3 clusters
  Score: Raw -155581.104774 + Penalty 2459.051080 = -153122.053694
  nChanged 29
		SP:Iteration 11Q (15290.610000 sec): 3 clusters
  Score: Raw -155598.513882 + Penalty 2459.051080 = -153139.462802
  nChanged 29
		SP:Iteration 12Q (15290.710000 sec): 3 clusters
  Score: Raw -155619.737377 + Penalty 2459.051080 = -153160.686297
  nChanged 31
		SP:Iteration 13Q (15290.850000 sec): 3 clusters
  Score: Raw -155645.048727 + Penalty 2459.051080 = -153185.997647
  nChanged 35
		SP:Iteration 14Q (15290.950000 sec): 3 clusters
  Score: Raw -155674.978067 + Penalty 2459.051080 = -153215.926988
  nChanged 27
		SP:Iteration 15Q (15291.050000 sec): 3 clusters
  Score: Raw -155696.928262 + Penalty 2459.051080 = -153237.877183
  nChanged 22
		SP:Iteration 16Q (15291.190000 sec): 3 clusters
  Score: Raw -155710.514892 + Penalty 2459.051080 = -153251.463813
  nChanged 24
		SP:Iteration 17Q (15291.290000 sec): 3 clusters
  Score: Raw -155724.121942 + Penalty 2459.051080 = -153265.070862
  nChanged 18
		SP:Iteration 18Q (15291.430000 sec): 3 clusters
  Score: Raw -155735.108928 + Penalty 2459.051080 = -153276.057848
  nChanged 28
		SP:Iteration 19Q (15291.520000 sec): 3 clusters
  Score: Raw -155752.510439 + Penalty 2459.051080 = -153293.459360
  nChanged 16
		SP:Iteration 20F (15291.650000 sec): 3 clusters
  Score: Raw -155760.485275 + Penalty 2459.051080 = -153301.434195
  nChanged 9
		SP:Iteration 21Q (15291.750000 sec): 3 clusters
  Score: Raw -155763.821553 + Penalty 2459.051080 = -153304.770473
  nChanged 5
		SP:Iteration 22Q (15291.890000 sec): 3 clusters
  Score: Raw -155767.742475 + Penalty 2459.051080 = -153308.691395
  nChanged 8
		SP:Iteration 23Q (15291.990000 sec): 3 clusters
  Score: Raw -155772.014677 + Penalty 2459.051080 = -153312.963598
  nChanged 9
		SP:Iteration 24Q (15292.130000 sec): 3 clusters
  Score: Raw -155780.325363 + Penalty 2459.051080 = -153321.274283
  nChanged 8
		SP:Iteration 25Q (15292.230000 sec): 3 clusters
  Score: Raw -155784.181563 + Penalty 2459.051080 = -153325.130483
  nChanged 11
		SP:Iteration 26Q (15292.320000 sec): 3 clusters
  Score: Raw -155791.814842 + Penalty 2459.051080 = -153332.763763
  nChanged 13
		SP:Iteration 27Q (15292.470000 sec): 3 clusters
  Score: Raw -155800.242622 + Penalty 2459.051080 = -153341.191542
  nChanged 15
		SP:Iteration 28Q (15292.560000 sec): 3 clusters
  Score: Raw -155814.104623 + Penalty 2459.051080 = -153355.053543
  nChanged 16
		SP:Iteration 29Q (15292.710000 sec): 3 clusters
  Score: Raw -155827.779502 + Penalty 2459.051080 = -153368.728422
  nChanged 16
		SP:Iteration 30Q (15292.800000 sec): 3 clusters
  Score: Raw -155840.884463 + Penalty 2459.051080 = -153381.833383
  nChanged 17
		SP:Iteration 31Q (15292.900000 sec): 3 clusters
  Score: Raw -155859.039795 + Penalty 2459.051080 = -153399.988715
  nChanged 12
		SP:Iteration 32Q (15293.040000 sec): 3 clusters
  Score: Raw -155869.118215 + Penalty 2459.051080 = -153410.067135
  nChanged 15
		SP:Iteration 33Q (15293.140000 sec): 3 clusters
  Score: Raw -155879.618242 + Penalty 2459.051080 = -153420.567163
  nChanged 16
		SP:Iteration 34Q (15293.280000 sec): 3 clusters
  Score: Raw -155897.004397 + Penalty 2459.051080 = -153437.953317
  nChanged 15
		SP:Iteration 35Q (15293.380000 sec): 3 clusters
  Score: Raw -155909.506122 + Penalty 2459.051080 = -153450.455043
  nChanged 12
		SP:Iteration 36Q (15293.470000 sec): 3 clusters
  Score: Raw -155921.794155 + Penalty 2459.051080 = -153462.743076
  nChanged 23
		SP:Iteration 37Q (15293.620000 sec): 3 clusters
  Score: Raw -155947.332188 + Penalty 2459.051080 = -153488.281108
  nChanged 29
		SP:Iteration 38Q (15293.760000 sec): 3 clusters
  Score: Raw -155987.601042 + Penalty 2459.051080 = -153528.549962
  nChanged 21
		SP:Iteration 39Q (15293.860000 sec): 3 clusters
  Score: Raw -156012.366904 + Penalty 2459.051080 = -153553.315824
  nChanged 14
		SP:Iteration 40F (15294.000000 sec): 3 clusters
  Score: Raw -156025.272756 + Penalty 2459.051080 = -153566.221677
  nChanged 15
		SP:Iteration 41Q (15294.100000 sec): 3 clusters
  Score: Raw -156040.355189 + Penalty 2459.051080 = -153581.304109
  nChanged 12
		SP:Iteration 42Q (15294.190000 sec): 3 clusters
  Score: Raw -156050.723499 + Penalty 2459.051080 = -153591.672419
  nChanged 15
		SP:Iteration 43Q (15294.290000 sec): 3 clusters
  Score: Raw -156060.888186 + Penalty 2459.051080 = -153601.837106
  nChanged 8
		SP:Iteration 44Q (15294.390000 sec): 3 clusters
  Score: Raw -156066.972137 + Penalty 2459.051080 = -153607.921058
  nChanged 4
		SP:Iteration 45Q (15294.480000 sec): 3 clusters
  Score: Raw -156070.064017 + Penalty 2459.051080 = -153611.012937
  nChanged 2
		SP:Iteration 46Q (15294.580000 sec): 3 clusters
  Score: Raw -156071.399216 + Penalty 2459.051080 = -153612.348137
  nChanged 2
		SP:Iteration 47Q (15294.720000 sec): 3 clusters
  Score: Raw -156072.404808 + Penalty 2459.051080 = -153613.353728
  nChanged 0
		SP:Iteration 48F (15294.820000 sec): 3 clusters
  Score: Raw -156072.404808 + Penalty 2459.051080 = -153613.353728
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 95 (461 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15294.910000 sec): 2 clusters
  Score: Raw -43609.993728 + Penalty 996.677182 = -42613.316546
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15295.010000 sec): 3 clusters
  Score: Raw -43562.948902 + Penalty 1993.354364 = -41569.594538
  nChanged 110
		SP:Iteration 1F (15295.100000 sec): 3 clusters
  Score: Raw -43725.138204 + Penalty 1993.354364 = -41731.783840
  nChanged 29
		SP:Iteration 2F (15295.200000 sec): 3 clusters
  Score: Raw -43777.150007 + Penalty 1993.354364 = -41783.795643
  nChanged 7
		SP:Iteration 3Q (15295.290000 sec): 3 clusters
  Score: Raw -43788.334707 + Penalty 1993.354364 = -41794.980343
  nChanged 3
		SP:Iteration 4Q (15295.390000 sec): 3 clusters
  Score: Raw -43791.703529 + Penalty 1993.354364 = -41798.349165
  nChanged 1
		SP:Iteration 5Q (15295.490000 sec): 3 clusters
  Score: Raw -43792.643472 + Penalty 1993.354364 = -41799.289108
  nChanged 0
		SP:Iteration 6F (15295.580000 sec): 3 clusters
  Score: Raw -43792.643472 + Penalty 1993.354364 = -41799.289108
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 96 (2423 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15295.700000 sec): 2 clusters
  Score: Raw -195459.480905 + Penalty 1266.323780 = -194193.157125
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15295.880000 sec): 3 clusters
  Score: Raw -194384.670449 + Penalty 2532.647559 = -191852.022890
  nChanged 866
		SP:Iteration 1F (15295.980000 sec): 3 clusters
  Score: Raw -195113.497645 + Penalty 2532.647559 = -192580.850086
  nChanged 267
		SP:Iteration 2F (15296.120000 sec): 3 clusters
  Score: Raw -195443.289460 + Penalty 2532.647559 = -192910.641901
  nChanged 180
		SP:Iteration 3F (15296.270000 sec): 3 clusters
  Score: Raw -195739.161856 + Penalty 2532.647559 = -193206.514297
  nChanged 183
		SP:Iteration 4F (15296.370000 sec): 3 clusters
  Score: Raw -196046.030440 + Penalty 2532.647559 = -193513.382880
  nChanged 139
		SP:Iteration 5F (15296.510000 sec): 3 clusters
  Score: Raw -196262.382952 + Penalty 2532.647559 = -193729.735393
  nChanged 112
		SP:Iteration 6Q (15296.600000 sec): 3 clusters
  Score: Raw -196470.587630 + Penalty 2532.647559 = -193937.940071
  nChanged 93
		SP:Iteration 7Q (15296.700000 sec): 3 clusters
  Score: Raw -196615.613280 + Penalty 2532.647559 = -194082.965721
  nChanged 55
		SP:Iteration 8Q (15296.840000 sec): 3 clusters
  Score: Raw -196666.146441 + Penalty 2532.647559 = -194133.498882
  nChanged 33
		SP:Iteration 9Q (15296.980000 sec): 3 clusters
  Score: Raw -196688.381170 + Penalty 2532.647559 = -194155.733611
  nChanged 18
		SP:Iteration 10Q (15297.130000 sec): 3 clusters
  Score: Raw -196695.699741 + Penalty 2532.647559 = -194163.052181
  nChanged 6
		SP:Iteration 11Q (15297.220000 sec): 3 clusters
  Score: Raw -196700.432075 + Penalty 2532.647559 = -194167.784516
  nChanged 8
		SP:Iteration 12Q (15297.320000 sec): 3 clusters
  Score: Raw -196703.776716 + Penalty 2532.647559 = -194171.129157
  nChanged 4
		SP:Iteration 13Q (15297.470000 sec): 3 clusters
  Score: Raw -196705.491111 + Penalty 2532.647559 = -194172.843552
  nChanged 4
		SP:Iteration 14Q (15297.580000 sec): 3 clusters
  Score: Raw -196707.497413 + Penalty 2532.647559 = -194174.849853
  nChanged 2
		SP:Iteration 15Q (15297.730000 sec): 3 clusters
  Score: Raw -196708.967457 + Penalty 2532.647559 = -194176.319898
  nChanged 2
		SP:Iteration 16Q (15297.880000 sec): 3 clusters
  Score: Raw -196710.209887 + Penalty 2532.647559 = -194177.562328
  nChanged 5
		SP:Iteration 17Q (15298.020000 sec): 3 clusters
  Score: Raw -196712.667010 + Penalty 2532.647559 = -194180.019451
  nChanged 0
		SP:Iteration 18F (15298.170000 sec): 3 clusters
  Score: Raw -196712.667010 + Penalty 2532.647559 = -194180.019451
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 97 (5249 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15298.250000 sec): 2 clusters
  Score: Raw -451169.749549 + Penalty 1391.941340 = -449777.808209
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15298.430000 sec): 3 clusters
  Score: Raw -448413.532170 + Penalty 2783.882680 = -445629.649490
  nChanged 2153
		SP:Iteration 1F (15298.610000 sec): 3 clusters
  Score: Raw -449768.725757 + Penalty 2783.882680 = -446984.843077
  nChanged 394
		SP:Iteration 2F (15298.820000 sec): 3 clusters
  Score: Raw -450035.503942 + Penalty 2783.882680 = -447251.621262
  nChanged 324
		SP:Iteration 3F (15298.980000 sec): 3 clusters
  Score: Raw -450264.486540 + Penalty 2783.882680 = -447480.603860
  nChanged 296
		SP:Iteration 4F (15299.110000 sec): 3 clusters
  Score: Raw -450467.958007 + Penalty 2783.882680 = -447684.075327
  nChanged 264
		SP:Iteration 5F (15299.250000 sec): 3 clusters
  Score: Raw -450676.885682 + Penalty 2783.882680 = -447893.003002
  nChanged 249
		SP:Iteration 6Q (15299.430000 sec): 3 clusters
  Score: Raw -450875.032115 + Penalty 2783.882680 = -448091.149435
  nChanged 220
		SP:Iteration 7Q (15299.610000 sec): 3 clusters
  Score: Raw -451028.002011 + Penalty 2783.882680 = -448244.119331
  nChanged 164
		SP:Iteration 8Q (15299.820000 sec): 3 clusters
  Score: Raw -451142.489400 + Penalty 2783.882680 = -448358.606720
  nChanged 133
		SP:Iteration 9Q (15300.050000 sec): 3 clusters
  Score: Raw -451224.353472 + Penalty 2783.882680 = -448440.470792
  nChanged 94
		SP:Iteration 10Q (15300.210000 sec): 3 clusters
  Score: Raw -451269.947984 + Penalty 2783.882680 = -448486.065304
  nChanged 64
		SP:Iteration 11Q (15300.450000 sec): 3 clusters
  Score: Raw -451301.813811 + Penalty 2783.882680 = -448517.931131
  nChanged 45
		SP:Iteration 12Q (15300.690000 sec): 3 clusters
  Score: Raw -451324.061616 + Penalty 2783.882680 = -448540.178936
  nChanged 45
		SP:Iteration 13Q (15300.910000 sec): 3 clusters
  Score: Raw -451340.488678 + Penalty 2783.882680 = -448556.605998
  nChanged 37
		SP:Iteration 14Q (15301.070000 sec): 3 clusters
  Score: Raw -451356.060979 + Penalty 2783.882680 = -448572.178299
  nChanged 35
		SP:Iteration 15Q (15301.240000 sec): 3 clusters
  Score: Raw -451367.935319 + Penalty 2783.882680 = -448584.052639
  nChanged 26
		SP:Iteration 16Q (15301.380000 sec): 3 clusters
  Score: Raw -451377.886317 + Penalty 2783.882680 = -448594.003637
  nChanged 21
		SP:Iteration 17Q (15301.520000 sec): 3 clusters
  Score: Raw -451385.668759 + Penalty 2783.882680 = -448601.786080
  nChanged 21
		SP:Iteration 18Q (15301.660000 sec): 3 clusters
  Score: Raw -451393.150823 + Penalty 2783.882680 = -448609.268143
  nChanged 17
		SP:Iteration 19Q (15301.820000 sec): 3 clusters
  Score: Raw -451399.159925 + Penalty 2783.882680 = -448615.277245
  nChanged 15
		SP:Iteration 20F (15301.990000 sec): 3 clusters
  Score: Raw -451404.528766 + Penalty 2783.882680 = -448620.646086
  nChanged 23
		SP:Iteration 21Q (15302.160000 sec): 3 clusters
  Score: Raw -451415.015709 + Penalty 2783.882680 = -448631.133029
  nChanged 24
		SP:Iteration 22Q (15302.330000 sec): 3 clusters
  Score: Raw -451427.047035 + Penalty 2783.882680 = -448643.164355
  nChanged 23
		SP:Iteration 23Q (15302.510000 sec): 3 clusters
  Score: Raw -451436.085710 + Penalty 2783.882680 = -448652.203030
  nChanged 17
		SP:Iteration 24Q (15302.680000 sec): 3 clusters
  Score: Raw -451441.953008 + Penalty 2783.882680 = -448658.070328
  nChanged 20
		SP:Iteration 25Q (15302.850000 sec): 3 clusters
  Score: Raw -451451.585340 + Penalty 2783.882680 = -448667.702660
  nChanged 26
		SP:Iteration 26Q (15303.030000 sec): 3 clusters
  Score: Raw -451462.988583 + Penalty 2783.882680 = -448679.105903
  nChanged 29
		SP:Iteration 27Q (15303.200000 sec): 3 clusters
  Score: Raw -451473.705486 + Penalty 2783.882680 = -448689.822806
  nChanged 25
		SP:Iteration 28Q (15303.370000 sec): 3 clusters
  Score: Raw -451481.598849 + Penalty 2783.882680 = -448697.716169
  nChanged 14
		SP:Iteration 29Q (15303.550000 sec): 3 clusters
  Score: Raw -451486.907923 + Penalty 2783.882680 = -448703.025243
  nChanged 17
		SP:Iteration 30Q (15303.720000 sec): 3 clusters
  Score: Raw -451494.944721 + Penalty 2783.882680 = -448711.062041
  nChanged 16
		SP:Iteration 31Q (15303.890000 sec): 3 clusters
  Score: Raw -451500.181040 + Penalty 2783.882680 = -448716.298360
  nChanged 16
		SP:Iteration 32Q (15304.070000 sec): 3 clusters
  Score: Raw -451508.320316 + Penalty 2783.882680 = -448724.437636
  nChanged 14
		SP:Iteration 33Q (15304.240000 sec): 3 clusters
  Score: Raw -451514.726668 + Penalty 2783.882680 = -448730.843988
  nChanged 14
		SP:Iteration 34Q (15304.410000 sec): 3 clusters
  Score: Raw -451518.352733 + Penalty 2783.882680 = -448734.470053
  nChanged 12
		SP:Iteration 35Q (15304.590000 sec): 3 clusters
  Score: Raw -451522.612270 + Penalty 2783.882680 = -448738.729590
  nChanged 15
		SP:Iteration 36Q (15304.760000 sec): 3 clusters
  Score: Raw -451526.930252 + Penalty 2783.882680 = -448743.047572
  nChanged 12
		SP:Iteration 37Q (15304.930000 sec): 3 clusters
  Score: Raw -451531.325288 + Penalty 2783.882680 = -448747.442608
  nChanged 15
		SP:Iteration 38Q (15305.100000 sec): 3 clusters
  Score: Raw -451534.339505 + Penalty 2783.882680 = -448750.456825
  nChanged 7
		SP:Iteration 39Q (15305.280000 sec): 3 clusters
  Score: Raw -451536.372560 + Penalty 2783.882680 = -448752.489880
  nChanged 8
		SP:Iteration 40F (15305.450000 sec): 3 clusters
  Score: Raw -451538.515597 + Penalty 2783.882680 = -448754.632917
  nChanged 7
		SP:Iteration 41Q (15305.620000 sec): 3 clusters
  Score: Raw -451541.179122 + Penalty 2783.882680 = -448757.296442
  nChanged 5
		SP:Iteration 42Q (15305.800000 sec): 3 clusters
  Score: Raw -451543.949282 + Penalty 2783.882680 = -448760.066602
  nChanged 13
		SP:Iteration 43Q (15305.970000 sec): 3 clusters
  Score: Raw -451551.744151 + Penalty 2783.882680 = -448767.861472
  nChanged 19
		SP:Iteration 44Q (15306.140000 sec): 3 clusters
  Score: Raw -451562.494106 + Penalty 2783.882680 = -448778.611426
  nChanged 25
		SP:Iteration 45Q (15306.320000 sec): 3 clusters
  Score: Raw -451580.906794 + Penalty 2783.882680 = -448797.024114
  nChanged 40
		SP:Iteration 46Q (15306.490000 sec): 3 clusters
  Score: Raw -451602.634318 + Penalty 2783.882680 = -448818.751638
  nChanged 38
		SP:Iteration 47Q (15306.660000 sec): 3 clusters
  Score: Raw -451623.791869 + Penalty 2783.882680 = -448839.909189
  nChanged 36
		SP:Iteration 48Q (15306.840000 sec): 3 clusters
  Score: Raw -451644.789762 + Penalty 2783.882680 = -448860.907083
  nChanged 35
		SP:Iteration 49Q (15307.010000 sec): 3 clusters
  Score: Raw -451659.642704 + Penalty 2783.882680 = -448875.760024
  nChanged 30
		SP:Iteration 50Q (15307.180000 sec): 3 clusters
  Score: Raw -451670.123245 + Penalty 2783.882680 = -448886.240565
  nChanged 14
		SP:Iteration 51Q (15307.350000 sec): 3 clusters
  Score: Raw -451676.347331 + Penalty 2783.882680 = -448892.464651
  nChanged 16
		SP:Iteration 52Q (15307.500000 sec): 3 clusters
  Score: Raw -451683.301406 + Penalty 2783.882680 = -448899.418727
  nChanged 21
		SP:Iteration 53Q (15307.660000 sec): 3 clusters
  Score: Raw -451691.443191 + Penalty 2783.882680 = -448907.560511
  nChanged 17
		SP:Iteration 54Q (15307.820000 sec): 3 clusters
  Score: Raw -451698.174611 + Penalty 2783.882680 = -448914.291932
  nChanged 14
		SP:Iteration 55Q (15307.980000 sec): 3 clusters
  Score: Raw -451704.454471 + Penalty 2783.882680 = -448920.571791
  nChanged 16
		SP:Iteration 56Q (15308.140000 sec): 3 clusters
  Score: Raw -451710.789664 + Penalty 2783.882680 = -448926.906984
  nChanged 16
		SP:Iteration 57Q (15308.300000 sec): 3 clusters
  Score: Raw -451715.912920 + Penalty 2783.882680 = -448932.030240
  nChanged 12
		SP:Iteration 58Q (15308.460000 sec): 3 clusters
  Score: Raw -451720.091543 + Penalty 2783.882680 = -448936.208864
  nChanged 9
		SP:Iteration 59Q (15308.610000 sec): 3 clusters
  Score: Raw -451722.835357 + Penalty 2783.882680 = -448938.952677
  nChanged 11
		SP:Iteration 60F (15308.770000 sec): 3 clusters
  Score: Raw -451724.897537 + Penalty 2783.882680 = -448941.014858
  nChanged 7
		SP:Iteration 61Q (15308.930000 sec): 3 clusters
  Score: Raw -451727.616959 + Penalty 2783.882680 = -448943.734280
  nChanged 6
		SP:Iteration 62Q (15309.090000 sec): 3 clusters
  Score: Raw -451729.951989 + Penalty 2783.882680 = -448946.069309
  nChanged 3
		SP:Iteration 63Q (15309.250000 sec): 3 clusters
  Score: Raw -451731.182515 + Penalty 2783.882680 = -448947.299836
  nChanged 6
		SP:Iteration 64Q (15309.400000 sec): 3 clusters
  Score: Raw -451732.859947 + Penalty 2783.882680 = -448948.977267
  nChanged 4
		SP:Iteration 65Q (15309.560000 sec): 3 clusters
  Score: Raw -451734.136006 + Penalty 2783.882680 = -448950.253326
  nChanged 6
		SP:Iteration 66Q (15309.780000 sec): 3 clusters
  Score: Raw -451737.162823 + Penalty 2783.882680 = -448953.280143
  nChanged 8
		SP:Iteration 67Q (15310.010000 sec): 3 clusters
  Score: Raw -451738.921334 + Penalty 2783.882680 = -448955.038654
  nChanged 7
		SP:Iteration 68Q (15310.220000 sec): 3 clusters
  Score: Raw -451742.409756 + Penalty 2783.882680 = -448958.527076
  nChanged 10
		SP:Iteration 69Q (15310.420000 sec): 3 clusters
  Score: Raw -451745.414137 + Penalty 2783.882680 = -448961.531457
  nChanged 5
		SP:Iteration 70Q (15310.590000 sec): 3 clusters
  Score: Raw -451746.982174 + Penalty 2783.882680 = -448963.099494
  nChanged 6
		SP:Iteration 71Q (15310.770000 sec): 3 clusters
  Score: Raw -451749.119560 + Penalty 2783.882680 = -448965.236880
  nChanged 6
		SP:Iteration 72Q (15310.960000 sec): 3 clusters
  Score: Raw -451750.888026 + Penalty 2783.882680 = -448967.005346
  nChanged 3
		SP:Iteration 73Q (15311.160000 sec): 3 clusters
  Score: Raw -451751.986087 + Penalty 2783.882680 = -448968.103408
  nChanged 2
		SP:Iteration 74Q (15311.360000 sec): 3 clusters
  Score: Raw -451752.812016 + Penalty 2783.882680 = -448968.929336
  nChanged 5
		SP:Iteration 75Q (15311.510000 sec): 3 clusters
  Score: Raw -451753.525611 + Penalty 2783.882680 = -448969.642931
  nChanged 3
		SP:Iteration 76Q (15311.650000 sec): 3 clusters
  Score: Raw -451754.302518 + Penalty 2783.882680 = -448970.419838
  nChanged 1
		SP:Iteration 77Q (15311.790000 sec): 3 clusters
  Score: Raw -451754.432954 + Penalty 2783.882680 = -448970.550274
  nChanged 1
		SP:Iteration 78Q (15311.980000 sec): 3 clusters
  Score: Raw -451754.723044 + Penalty 2783.882680 = -448970.840364
  nChanged 1
		SP:Iteration 79Q (15312.150000 sec): 3 clusters
  Score: Raw -451754.892941 + Penalty 2783.882680 = -448971.010261
  nChanged 0
		SP:Iteration 80F (15312.340000 sec): 3 clusters
  Score: Raw -451754.892941 + Penalty 2783.882680 = -448971.010261
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 98 (2712 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15312.450000 sec): 2 clusters
  Score: Raw -222942.418379 + Penalty 1284.634268 = -221657.784111
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15312.620000 sec): 3 clusters
  Score: Raw -221685.317772 + Penalty 2569.268536 = -219116.049236
  nChanged 1051
		SP:Iteration 1F (15312.790000 sec): 3 clusters
  Score: Raw -222424.597386 + Penalty 2569.268536 = -219855.328850
  nChanged 237
		SP:Iteration 2F (15312.980000 sec): 3 clusters
  Score: Raw -222611.392702 + Penalty 2569.268536 = -220042.124166
  nChanged 146
		SP:Iteration 3F (15313.140000 sec): 3 clusters
  Score: Raw -222736.516890 + Penalty 2569.268536 = -220167.248354
  nChanged 117
		SP:Iteration 4Q (15313.330000 sec): 3 clusters
  Score: Raw -222819.121526 + Penalty 2569.268536 = -220249.852990
  nChanged 92
		SP:Iteration 5Q (15313.500000 sec): 3 clusters
  Score: Raw -222887.268342 + Penalty 2569.268536 = -220317.999806
  nChanged 77
		SP:Iteration 6Q (15313.650000 sec): 3 clusters
  Score: Raw -222941.029399 + Penalty 2569.268536 = -220371.760863
  nChanged 80
		SP:Iteration 7Q (15313.830000 sec): 3 clusters
  Score: Raw -222993.202666 + Penalty 2569.268536 = -220423.934130
  nChanged 58
		SP:Iteration 8Q (15314.000000 sec): 3 clusters
  Score: Raw -223029.702114 + Penalty 2569.268536 = -220460.433578
  nChanged 47
		SP:Iteration 9Q (15314.180000 sec): 3 clusters
  Score: Raw -223058.299123 + Penalty 2569.268536 = -220489.030587
  nChanged 42
		SP:Iteration 10Q (15314.290000 sec): 3 clusters
  Score: Raw -223083.915079 + Penalty 2569.268536 = -220514.646543
  nChanged 41
		SP:Iteration 11Q (15314.420000 sec): 3 clusters
  Score: Raw -223106.983137 + Penalty 2569.268536 = -220537.714601
  nChanged 41
		SP:Iteration 12Q (15314.560000 sec): 3 clusters
  Score: Raw -223124.250555 + Penalty 2569.268536 = -220554.982019
  nChanged 29
		SP:Iteration 13Q (15314.660000 sec): 3 clusters
  Score: Raw -223135.876375 + Penalty 2569.268536 = -220566.607839
  nChanged 23
		SP:Iteration 14Q (15314.800000 sec): 3 clusters
  Score: Raw -223145.122499 + Penalty 2569.268536 = -220575.853963
  nChanged 19
		SP:Iteration 15Q (15314.940000 sec): 3 clusters
  Score: Raw -223154.437891 + Penalty 2569.268536 = -220585.169355
  nChanged 19
		SP:Iteration 16Q (15315.090000 sec): 3 clusters
  Score: Raw -223168.459827 + Penalty 2569.268536 = -220599.191291
  nChanged 27
		SP:Iteration 17Q (15315.230000 sec): 3 clusters
  Score: Raw -223184.097454 + Penalty 2569.268536 = -220614.828918
  nChanged 21
		SP:Iteration 18Q (15315.370000 sec): 3 clusters
  Score: Raw -223192.341780 + Penalty 2569.268536 = -220623.073244
  nChanged 16
		SP:Iteration 19Q (15315.520000 sec): 3 clusters
  Score: Raw -223203.030188 + Penalty 2569.268536 = -220633.761652
  nChanged 19
		SP:Iteration 20F (15315.660000 sec): 3 clusters
  Score: Raw -223220.749566 + Penalty 2569.268536 = -220651.481030
  nChanged 25
		SP:Iteration 21Q (15315.800000 sec): 3 clusters
  Score: Raw -223236.207770 + Penalty 2569.268536 = -220666.939234
  nChanged 29
		SP:Iteration 22Q (15315.950000 sec): 3 clusters
  Score: Raw -223258.708424 + Penalty 2569.268536 = -220689.439888
  nChanged 39
		SP:Iteration 23Q (15316.090000 sec): 3 clusters
  Score: Raw -223288.571221 + Penalty 2569.268536 = -220719.302685
  nChanged 44
		SP:Iteration 24Q (15316.240000 sec): 3 clusters
  Score: Raw -223319.556645 + Penalty 2569.268536 = -220750.288109
  nChanged 37
		SP:Iteration 25Q (15316.330000 sec): 3 clusters
  Score: Raw -223350.204276 + Penalty 2569.268536 = -220780.935741
  nChanged 28
		SP:Iteration 26Q (15316.480000 sec): 3 clusters
  Score: Raw -223369.493015 + Penalty 2569.268536 = -220800.224479
  nChanged 26
		SP:Iteration 27Q (15316.570000 sec): 3 clusters
  Score: Raw -223389.509291 + Penalty 2569.268536 = -220820.240755
  nChanged 37
		SP:Iteration 28Q (15316.720000 sec): 3 clusters
  Score: Raw -223419.248555 + Penalty 2569.268536 = -220849.980019
  nChanged 46
		SP:Iteration 29Q (15316.810000 sec): 3 clusters
  Score: Raw -223453.609575 + Penalty 2569.268536 = -220884.341039
  nChanged 53
		SP:Iteration 30Q (15316.960000 sec): 3 clusters
  Score: Raw -223481.331198 + Penalty 2569.268536 = -220912.062662
  nChanged 32
		SP:Iteration 31Q (15317.070000 sec): 3 clusters
  Score: Raw -223498.316733 + Penalty 2569.268536 = -220929.048197
  nChanged 13
		SP:Iteration 32Q (15317.250000 sec): 3 clusters
  Score: Raw -223502.229507 + Penalty 2569.268536 = -220932.960971
  nChanged 6
		SP:Iteration 33Q (15317.390000 sec): 3 clusters
  Score: Raw -223504.348310 + Penalty 2569.268536 = -220935.079774
  nChanged 5
		SP:Iteration 34Q (15317.530000 sec): 3 clusters
  Score: Raw -223506.863255 + Penalty 2569.268536 = -220937.594719
  nChanged 8
		SP:Iteration 35Q (15317.670000 sec): 3 clusters
  Score: Raw -223510.760635 + Penalty 2569.268536 = -220941.492099
  nChanged 12
		SP:Iteration 36Q (15317.820000 sec): 3 clusters
  Score: Raw -223517.172193 + Penalty 2569.268536 = -220947.903657
  nChanged 12
		SP:Iteration 37Q (15317.970000 sec): 3 clusters
  Score: Raw -223525.121271 + Penalty 2569.268536 = -220955.852735
  nChanged 7
		SP:Iteration 38Q (15318.110000 sec): 3 clusters
  Score: Raw -223527.924056 + Penalty 2569.268536 = -220958.655520
  nChanged 7
		SP:Iteration 39Q (15318.250000 sec): 3 clusters
  Score: Raw -223529.489070 + Penalty 2569.268536 = -220960.220534
  nChanged 2
		SP:Iteration 40F (15318.340000 sec): 3 clusters
  Score: Raw -223530.022364 + Penalty 2569.268536 = -220960.753828
  nChanged 2
		SP:Iteration 41Q (15318.490000 sec): 3 clusters
  Score: Raw -223531.052742 + Penalty 2569.268536 = -220961.784206
  nChanged 1
		SP:Iteration 42Q (15318.590000 sec): 3 clusters
  Score: Raw -223531.532960 + Penalty 2569.268536 = -220962.264425
  nChanged 2
		SP:Iteration 43Q (15318.730000 sec): 3 clusters
  Score: Raw -223531.999744 + Penalty 2569.268536 = -220962.731208
  nChanged 1
		SP:Iteration 44Q (15318.830000 sec): 3 clusters
  Score: Raw -223532.167938 + Penalty 2569.268536 = -220962.899402
  nChanged 0
		SP:Iteration 45F (15318.970000 sec): 3 clusters
  Score: Raw -223532.167938 + Penalty 2569.268536 = -220962.899402
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 99 (3238 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15319.070000 sec): 2 clusters
  Score: Raw -288668.900061 + Penalty 1313.440559 = -287355.459501
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15319.210000 sec): 3 clusters
  Score: Raw -287129.158961 + Penalty 2626.881119 = -284502.277843
  nChanged 1269
		SP:Iteration 1F (15319.360000 sec): 3 clusters
  Score: Raw -287914.899243 + Penalty 2626.881119 = -285288.018124
  nChanged 264
		SP:Iteration 2F (15319.510000 sec): 3 clusters
  Score: Raw -288155.966513 + Penalty 2626.881119 = -285529.085395
  nChanged 211
		SP:Iteration 3F (15319.650000 sec): 3 clusters
  Score: Raw -288381.056711 + Penalty 2626.881119 = -285754.175592
  nChanged 223
		SP:Iteration 4F (15319.790000 sec): 3 clusters
  Score: Raw -288609.497916 + Penalty 2626.881119 = -285982.616797
  nChanged 226
		SP:Iteration 5F (15319.930000 sec): 3 clusters
  Score: Raw -288845.978776 + Penalty 2626.881119 = -286219.097658
  nChanged 196
		SP:Iteration 6F (15320.050000 sec): 3 clusters
  Score: Raw -289032.134676 + Penalty 2626.881119 = -286405.253558
  nChanged 161
		SP:Iteration 7Q (15320.190000 sec): 3 clusters
  Score: Raw -289163.169108 + Penalty 2626.881119 = -286536.287990
  nChanged 118
		SP:Iteration 8Q (15320.290000 sec): 3 clusters
  Score: Raw -289251.289305 + Penalty 2626.881119 = -286624.408187
  nChanged 78
		SP:Iteration 9Q (15320.390000 sec): 3 clusters
  Score: Raw -289297.222065 + Penalty 2626.881119 = -286670.340947
  nChanged 55
		SP:Iteration 10Q (15320.490000 sec): 3 clusters
  Score: Raw -289327.262483 + Penalty 2626.881119 = -286700.381364
  nChanged 35
		SP:Iteration 11Q (15320.630000 sec): 3 clusters
  Score: Raw -289344.677609 + Penalty 2626.881119 = -286717.796491
  nChanged 26
		SP:Iteration 12Q (15320.750000 sec): 3 clusters
  Score: Raw -289355.235143 + Penalty 2626.881119 = -286728.354024
  nChanged 14
		SP:Iteration 13Q (15320.890000 sec): 3 clusters
  Score: Raw -289361.233635 + Penalty 2626.881119 = -286734.352516
  nChanged 12
		SP:Iteration 14Q (15320.990000 sec): 3 clusters
  Score: Raw -289364.680351 + Penalty 2626.881119 = -286737.799232
  nChanged 2
		SP:Iteration 15Q (15321.130000 sec): 3 clusters
  Score: Raw -289365.132910 + Penalty 2626.881119 = -286738.251792
  nChanged 4
		SP:Iteration 16Q (15321.280000 sec): 3 clusters
  Score: Raw -289367.544058 + Penalty 2626.881119 = -286740.662940
  nChanged 2
		SP:Iteration 17Q (15321.420000 sec): 3 clusters
  Score: Raw -289368.175841 + Penalty 2626.881119 = -286741.294722
  nChanged 2
		SP:Iteration 18Q (15321.560000 sec): 3 clusters
  Score: Raw -289368.549532 + Penalty 2626.881119 = -286741.668414
  nChanged 0
		SP:Iteration 19F (15321.710000 sec): 3 clusters
  Score: Raw -289368.549532 + Penalty 2626.881119 = -286741.668414
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 100 (6287 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15321.830000 sec): 2 clusters
  Score: Raw -537190.769771 + Penalty 1421.263884 = -535769.505887
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15321.980000 sec): 3 clusters
  Score: Raw -533859.698888 + Penalty 2842.527769 = -531017.171119
  nChanged 2608
		SP:Iteration 1F (15322.190000 sec): 3 clusters
  Score: Raw -535396.546201 + Penalty 2842.527769 = -532554.018433
  nChanged 472
		SP:Iteration 2F (15322.390000 sec): 3 clusters
  Score: Raw -535685.127923 + Penalty 2842.527769 = -532842.600155
  nChanged 423
		SP:Iteration 3F (15322.570000 sec): 3 clusters
  Score: Raw -535981.730044 + Penalty 2842.527769 = -533139.202275
  nChanged 378
		SP:Iteration 4F (15322.790000 sec): 3 clusters
  Score: Raw -536234.499453 + Penalty 2842.527769 = -533391.971684
  nChanged 323
		SP:Iteration 5F (15323.010000 sec): 3 clusters
  Score: Raw -536440.135889 + Penalty 2842.527769 = -533597.608121
  nChanged 286
		SP:Iteration 6Q (15323.140000 sec): 3 clusters
  Score: Raw -536606.283359 + Penalty 2842.527769 = -533763.755590
  nChanged 234
		SP:Iteration 7Q (15323.310000 sec): 3 clusters
  Score: Raw -536728.257961 + Penalty 2842.527769 = -533885.730193
  nChanged 180
		SP:Iteration 8Q (15323.480000 sec): 3 clusters
  Score: Raw -536819.763900 + Penalty 2842.527769 = -533977.236131
  nChanged 138
		SP:Iteration 9Q (15323.670000 sec): 3 clusters
  Score: Raw -536895.015798 + Penalty 2842.527769 = -534052.488029
  nChanged 150
		SP:Iteration 10Q (15323.850000 sec): 3 clusters
  Score: Raw -536981.713887 + Penalty 2842.527769 = -534139.186118
  nChanged 113
		SP:Iteration 11Q (15323.960000 sec): 3 clusters
  Score: Raw -537047.336162 + Penalty 2842.527769 = -534204.808394
  nChanged 101
		SP:Iteration 12Q (15324.170000 sec): 3 clusters
  Score: Raw -537126.988468 + Penalty 2842.527769 = -534284.460699
  nChanged 107
		SP:Iteration 13Q (15324.310000 sec): 3 clusters
  Score: Raw -537222.663283 + Penalty 2842.527769 = -534380.135514
  nChanged 99
		SP:Iteration 14Q (15324.570000 sec): 3 clusters
  Score: Raw -537320.470468 + Penalty 2842.527769 = -534477.942699
  nChanged 106
		SP:Iteration 15Q (15324.790000 sec): 3 clusters
  Score: Raw -537410.452642 + Penalty 2842.527769 = -534567.924873
  nChanged 82
		SP:Iteration 16Q (15325.010000 sec): 3 clusters
  Score: Raw -537489.612307 + Penalty 2842.527769 = -534647.084539
  nChanged 68
		SP:Iteration 17Q (15325.190000 sec): 3 clusters
  Score: Raw -537547.805979 + Penalty 2842.527769 = -534705.278210
  nChanged 71
		SP:Iteration 18Q (15325.390000 sec): 3 clusters
  Score: Raw -537599.652134 + Penalty 2842.527769 = -534757.124365
  nChanged 57
		SP:Iteration 19Q (15325.640000 sec): 3 clusters
  Score: Raw -537636.373248 + Penalty 2842.527769 = -534793.845479
  nChanged 39
		SP:Iteration 20F (15325.930000 sec): 3 clusters
  Score: Raw -537659.467537 + Penalty 2842.527769 = -534816.939769
  nChanged 33
		SP:Iteration 21Q (15326.120000 sec): 3 clusters
  Score: Raw -537678.493783 + Penalty 2842.527769 = -534835.966014
  nChanged 24
		SP:Iteration 22Q (15326.310000 sec): 3 clusters
  Score: Raw -537690.316724 + Penalty 2842.527769 = -534847.788955
  nChanged 21
		SP:Iteration 23Q (15326.540000 sec): 3 clusters
  Score: Raw -537703.027459 + Penalty 2842.527769 = -534860.499690
  nChanged 18
		SP:Iteration 24Q (15326.730000 sec): 3 clusters
  Score: Raw -537713.381615 + Penalty 2842.527769 = -534870.853846
  nChanged 24
		SP:Iteration 25Q (15326.870000 sec): 3 clusters
  Score: Raw -537728.973661 + Penalty 2842.527769 = -534886.445892
  nChanged 21
		SP:Iteration 26Q (15327.060000 sec): 3 clusters
  Score: Raw -537741.494645 + Penalty 2842.527769 = -534898.966876
  nChanged 20
		SP:Iteration 27Q (15327.240000 sec): 3 clusters
  Score: Raw -537747.754071 + Penalty 2842.527769 = -534905.226302
  nChanged 9
		SP:Iteration 28Q (15327.470000 sec): 3 clusters
  Score: Raw -537754.579014 + Penalty 2842.527769 = -534912.051245
  nChanged 11
		SP:Iteration 29Q (15327.640000 sec): 3 clusters
  Score: Raw -537760.391439 + Penalty 2842.527769 = -534917.863670
  nChanged 9
		SP:Iteration 30Q (15327.810000 sec): 3 clusters
  Score: Raw -537764.320592 + Penalty 2842.527769 = -534921.792824
  nChanged 6
		SP:Iteration 31Q (15327.950000 sec): 3 clusters
  Score: Raw -537766.977915 + Penalty 2842.527769 = -534924.450147
  nChanged 5
		SP:Iteration 32Q (15328.150000 sec): 3 clusters
  Score: Raw -537768.041950 + Penalty 2842.527769 = -534925.514181
  nChanged 2
		SP:Iteration 33Q (15328.280000 sec): 3 clusters
  Score: Raw -537768.502648 + Penalty 2842.527769 = -534925.974879
  nChanged 0
		SP:Iteration 34F (15328.430000 sec): 3 clusters
  Score: Raw -537768.502648 + Penalty 2842.527769 = -534925.974879
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 101 (600 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15328.580000 sec): 2 clusters
  Score: Raw -45221.115866 + Penalty 1039.501069 = -44181.614797
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15328.760000 sec): 3 clusters
  Score: Raw -45108.333746 + Penalty 2079.002138 = -43029.331608
  nChanged 146
		SP:Iteration 1F (15328.900000 sec): 3 clusters
  Score: Raw -45302.412827 + Penalty 2079.002138 = -43223.410689
  nChanged 38
		SP:Iteration 2F (15329.000000 sec): 3 clusters
  Score: Raw -45360.722232 + Penalty 2079.002138 = -43281.720094
  nChanged 21
		SP:Iteration 3Q (15329.100000 sec): 3 clusters
  Score: Raw -45389.037807 + Penalty 2079.002138 = -43310.035669
  nChanged 12
		SP:Iteration 4Q (15329.240000 sec): 3 clusters
  Score: Raw -45408.694371 + Penalty 2079.002138 = -43329.692233
  nChanged 8
		SP:Iteration 5Q (15329.340000 sec): 3 clusters
  Score: Raw -45418.534540 + Penalty 2079.002138 = -43339.532402
  nChanged 6
		SP:Iteration 6Q (15329.490000 sec): 3 clusters
  Score: Raw -45429.032928 + Penalty 2079.002138 = -43350.030790
  nChanged 4
		SP:Iteration 7Q (15329.580000 sec): 3 clusters
  Score: Raw -45433.713687 + Penalty 2079.002138 = -43354.711549
  nChanged 2
		SP:Iteration 8Q (15329.720000 sec): 3 clusters
  Score: Raw -45435.673580 + Penalty 2079.002138 = -43356.671442
  nChanged 1
		SP:Iteration 9Q (15329.820000 sec): 3 clusters
  Score: Raw -45436.608136 + Penalty 2079.002138 = -43357.605998
  nChanged 0
		SP:Iteration 10F (15329.920000 sec): 3 clusters
  Score: Raw -45436.608136 + Penalty 2079.002138 = -43357.605998
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 102 (2242 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15330.060000 sec): 2 clusters
  Score: Raw -183274.819326 + Penalty 1253.707586 = -182021.111740
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15330.200000 sec): 3 clusters
  Score: Raw -182316.421848 + Penalty 2507.415171 = -179809.006676
  nChanged 806
		SP:Iteration 1F (15330.300000 sec): 3 clusters
  Score: Raw -182868.060215 + Penalty 2507.415171 = -180360.645044
  nChanged 191
		SP:Iteration 2F (15330.440000 sec): 3 clusters
  Score: Raw -183007.755844 + Penalty 2507.415171 = -180500.340673
  nChanged 102
		SP:Iteration 3Q (15330.540000 sec): 3 clusters
  Score: Raw -183077.975449 + Penalty 2507.415171 = -180570.560277
  nChanged 77
		SP:Iteration 4Q (15330.630000 sec): 3 clusters
  Score: Raw -183131.652667 + Penalty 2507.415171 = -180624.237496
  nChanged 69
		SP:Iteration 5Q (15330.780000 sec): 3 clusters
  Score: Raw -183184.311222 + Penalty 2507.415171 = -180676.896051
  nChanged 67
		SP:Iteration 6Q (15330.870000 sec): 3 clusters
  Score: Raw -183231.213678 + Penalty 2507.415171 = -180723.798507
  nChanged 61
		SP:Iteration 7Q (15331.020000 sec): 3 clusters
  Score: Raw -183278.907933 + Penalty 2507.415171 = -180771.492762
  nChanged 52
		SP:Iteration 8Q (15331.110000 sec): 3 clusters
  Score: Raw -183323.278304 + Penalty 2507.415171 = -180815.863133
  nChanged 55
		SP:Iteration 9Q (15331.210000 sec): 3 clusters
  Score: Raw -183368.618525 + Penalty 2507.415171 = -180861.203353
  nChanged 55
		SP:Iteration 10Q (15331.310000 sec): 3 clusters
  Score: Raw -183425.248137 + Penalty 2507.415171 = -180917.832965
  nChanged 86
		SP:Iteration 11Q (15331.400000 sec): 3 clusters
  Score: Raw -183527.151535 + Penalty 2507.415171 = -181019.736363
  nChanged 81
		SP:Iteration 12Q (15331.530000 sec): 3 clusters
  Score: Raw -183623.703072 + Penalty 2507.415171 = -181116.287901
  nChanged 77
		SP:Iteration 13Q (15331.640000 sec): 3 clusters
  Score: Raw -183726.414512 + Penalty 2507.415171 = -181218.999341
  nChanged 88
		SP:Iteration 14Q (15331.750000 sec): 3 clusters
  Score: Raw -183833.425266 + Penalty 2507.415171 = -181326.010095
  nChanged 85
		SP:Iteration 15Q (15331.890000 sec): 3 clusters
  Score: Raw -183927.211683 + Penalty 2507.415171 = -181419.796511
  nChanged 84
		SP:Iteration 16Q (15332.030000 sec): 3 clusters
  Score: Raw -184035.638801 + Penalty 2507.415171 = -181528.223629
  nChanged 79
		SP:Iteration 17Q (15332.180000 sec): 3 clusters
  Score: Raw -184137.686970 + Penalty 2507.415171 = -181630.271798
  nChanged 73
		SP:Iteration 18Q (15332.340000 sec): 3 clusters
  Score: Raw -184240.633153 + Penalty 2507.415171 = -181733.217982
  nChanged 85
		SP:Iteration 19Q (15332.510000 sec): 3 clusters
  Score: Raw -184367.872070 + Penalty 2507.415171 = -181860.456899
  nChanged 70
		SP:Iteration 20F (15332.690000 sec): 3 clusters
  Score: Raw -184500.645911 + Penalty 2507.415171 = -181993.230740
  nChanged 72
		SP:Iteration 21Q (15332.870000 sec): 3 clusters
  Score: Raw -184665.099999 + Penalty 2507.415171 = -182157.684828
  nChanged 54
		SP:Iteration 22Q (15333.040000 sec): 3 clusters
  Score: Raw -184764.421564 + Penalty 2507.415171 = -182257.006393
  nChanged 44
		SP:Iteration 23Q (15333.220000 sec): 3 clusters
  Score: Raw -184839.583146 + Penalty 2507.415171 = -182332.167975
  nChanged 33
		SP:Iteration 24Q (15333.390000 sec): 3 clusters
  Score: Raw -184876.201633 + Penalty 2507.415171 = -182368.786462
  nChanged 25
		SP:Iteration 25Q (15333.570000 sec): 3 clusters
  Score: Raw -184895.655356 + Penalty 2507.415171 = -182388.240185
  nChanged 12
		SP:Iteration 26Q (15333.740000 sec): 3 clusters
  Score: Raw -184906.319761 + Penalty 2507.415171 = -182398.904590
  nChanged 8
		SP:Iteration 27Q (15333.920000 sec): 3 clusters
  Score: Raw -184916.100277 + Penalty 2507.415171 = -182408.685106
  nChanged 5
		SP:Iteration 28Q (15334.090000 sec): 3 clusters
  Score: Raw -184919.233570 + Penalty 2507.415171 = -182411.818399
  nChanged 4
		SP:Iteration 29Q (15334.270000 sec): 3 clusters
  Score: Raw -184921.394287 + Penalty 2507.415171 = -182413.979116
  nChanged 3
		SP:Iteration 30Q (15334.450000 sec): 3 clusters
  Score: Raw -184922.846019 + Penalty 2507.415171 = -182415.430848
  nChanged 1
		SP:Iteration 31Q (15334.620000 sec): 3 clusters
  Score: Raw -184923.150560 + Penalty 2507.415171 = -182415.735389
  nChanged 0
		SP:Iteration 32F (15334.800000 sec): 3 clusters
  Score: Raw -184923.150560 + Penalty 2507.415171 = -182415.735389
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 110.
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 103 (670 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15334.870000 sec): 2 clusters
  Score: Raw -49031.363029 + Penalty 1057.432628 = -47973.930401
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15335.050000 sec): 3 clusters
  Score: Raw -48905.753303 + Penalty 2114.865257 = -46790.888046
  nChanged 193
		SP:Iteration 1F (15335.220000 sec): 3 clusters
  Score: Raw -49094.060264 + Penalty 2114.865257 = -46979.195008
  nChanged 45
		SP:Iteration 2F (15335.390000 sec): 3 clusters
  Score: Raw -49156.315017 + Penalty 2114.865257 = -47041.449760
  nChanged 24
		SP:Iteration 3Q (15335.570000 sec): 3 clusters
  Score: Raw -49193.977107 + Penalty 2114.865257 = -47079.111850
  nChanged 18
		SP:Iteration 4Q (15335.750000 sec): 3 clusters
  Score: Raw -49218.218983 + Penalty 2114.865257 = -47103.353726
  nChanged 18
		SP:Iteration 5Q (15335.920000 sec): 3 clusters
  Score: Raw -49252.647267 + Penalty 2114.865257 = -47137.782010
  nChanged 15
		SP:Iteration 6Q (15336.100000 sec): 3 clusters
  Score: Raw -49285.599244 + Penalty 2114.865257 = -47170.733987
  nChanged 15
		SP:Iteration 7Q (15336.270000 sec): 3 clusters
  Score: Raw -49318.134745 + Penalty 2114.865257 = -47203.269488
  nChanged 15
		SP:Iteration 8Q (15336.450000 sec): 3 clusters
  Score: Raw -49347.921413 + Penalty 2114.865257 = -47233.056157
  nChanged 10
		SP:Iteration 9Q (15336.630000 sec): 3 clusters
  Score: Raw -49358.836329 + Penalty 2114.865257 = -47243.971072
  nChanged 9
		SP:Iteration 10Q (15336.800000 sec): 3 clusters
  Score: Raw -49380.391829 + Penalty 2114.865257 = -47265.526573
  nChanged 10
		SP:Iteration 11Q (15336.980000 sec): 3 clusters
  Score: Raw -49418.685719 + Penalty 2114.865257 = -47303.820462
  nChanged 16
		SP:Iteration 12Q (15337.160000 sec): 3 clusters
  Score: Raw -49455.065469 + Penalty 2114.865257 = -47340.200212
  nChanged 16
		SP:Iteration 13Q (15337.330000 sec): 3 clusters
  Score: Raw -49498.203585 + Penalty 2114.865257 = -47383.338328
  nChanged 9
		SP:Iteration 14Q (15337.510000 sec): 3 clusters
  Score: Raw -49521.182555 + Penalty 2114.865257 = -47406.317298
  nChanged 13
		SP:Iteration 15Q (15337.680000 sec): 3 clusters
  Score: Raw -49542.733722 + Penalty 2114.865257 = -47427.868466
  nChanged 11
		SP:Iteration 16Q (15337.860000 sec): 3 clusters
  Score: Raw -49568.481111 + Penalty 2114.865257 = -47453.615854
  nChanged 11
		SP:Iteration 17Q (15338.040000 sec): 3 clusters
  Score: Raw -49605.573589 + Penalty 2114.865257 = -47490.708332
  nChanged 13
		SP:Iteration 18Q (15338.210000 sec): 3 clusters
  Score: Raw -49659.288849 + Penalty 2114.865257 = -47544.423593
  nChanged 14
		SP:Iteration 19Q (15338.390000 sec): 3 clusters
  Score: Raw -49733.130067 + Penalty 2114.865257 = -47618.264811
  nChanged 12
		SP:Iteration 20F (15338.560000 sec): 3 clusters
  Score: Raw -49777.161614 + Penalty 2114.865257 = -47662.296358
  nChanged 5
		SP:Iteration 21Q (15338.740000 sec): 3 clusters
  Score: Raw -49795.421624 + Penalty 2114.865257 = -47680.556367
  nChanged 5
		SP:Iteration 22Q (15338.920000 sec): 3 clusters
  Score: Raw -49802.200659 + Penalty 2114.865257 = -47687.335402
  nChanged 3
		SP:Iteration 23Q (15339.150000 sec): 3 clusters
  Score: Raw -49806.130890 + Penalty 2114.865257 = -47691.265633
  nChanged 0
		SP:Iteration 24F (15339.360000 sec): 3 clusters
  Score: Raw -49806.130890 + Penalty 2114.865257 = -47691.265633
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 104 (2612 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15339.490000 sec): 2 clusters
  Score: Raw -247840.332627 + Penalty 1278.529117 = -246561.803510
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15339.700000 sec): 3 clusters
  Score: Raw -246647.106131 + Penalty 2557.058234 = -244090.047897
  nChanged 948
		SP:Iteration 1F (15339.870000 sec): 3 clusters
  Score: Raw -247163.916310 + Penalty 2557.058234 = -244606.858076
  nChanged 168
		SP:Iteration 2F (15340.000000 sec): 3 clusters
  Score: Raw -247258.244367 + Penalty 2557.058234 = -244701.186132
  nChanged 105
		SP:Iteration 3Q (15340.170000 sec): 3 clusters
  Score: Raw -247318.764377 + Penalty 2557.058234 = -244761.706142
  nChanged 76
		SP:Iteration 4Q (15340.360000 sec): 3 clusters
  Score: Raw -247366.555288 + Penalty 2557.058234 = -244809.497054
  nChanged 82
		SP:Iteration 5Q (15340.520000 sec): 3 clusters
  Score: Raw -247416.518159 + Penalty 2557.058234 = -244859.459925
  nChanged 76
		SP:Iteration 6Q (15340.690000 sec): 3 clusters
  Score: Raw -247460.710186 + Penalty 2557.058234 = -244903.651952
  nChanged 68
		SP:Iteration 7Q (15340.840000 sec): 3 clusters
  Score: Raw -247505.984437 + Penalty 2557.058234 = -244948.926203
  nChanged 73
		SP:Iteration 8Q (15341.000000 sec): 3 clusters
  Score: Raw -247552.973730 + Penalty 2557.058234 = -244995.915496
  nChanged 63
		SP:Iteration 9Q (15341.180000 sec): 3 clusters
  Score: Raw -247594.947233 + Penalty 2557.058234 = -245037.888999
  nChanged 74
		SP:Iteration 10Q (15341.330000 sec): 3 clusters
  Score: Raw -247642.442338 + Penalty 2557.058234 = -245085.384104
  nChanged 59
		SP:Iteration 11Q (15341.470000 sec): 3 clusters
  Score: Raw -247683.341290 + Penalty 2557.058234 = -245126.283056
  nChanged 59
		SP:Iteration 12Q (15341.620000 sec): 3 clusters
  Score: Raw -247718.676551 + Penalty 2557.058234 = -245161.618317
  nChanged 42
		SP:Iteration 13Q (15341.760000 sec): 3 clusters
  Score: Raw -247744.389696 + Penalty 2557.058234 = -245187.331461
  nChanged 35
		SP:Iteration 14Q (15341.900000 sec): 3 clusters
  Score: Raw -247766.996805 + Penalty 2557.058234 = -245209.938571
  nChanged 31
		SP:Iteration 15Q (15342.030000 sec): 3 clusters
  Score: Raw -247786.457314 + Penalty 2557.058234 = -245229.399079
  nChanged 31
		SP:Iteration 16Q (15342.170000 sec): 3 clusters
  Score: Raw -247809.340191 + Penalty 2557.058234 = -245252.281957
  nChanged 30
		SP:Iteration 17Q (15342.340000 sec): 3 clusters
  Score: Raw -247826.196604 + Penalty 2557.058234 = -245269.138370
  nChanged 25
		SP:Iteration 18Q (15342.550000 sec): 3 clusters
  Score: Raw -247846.309310 + Penalty 2557.058234 = -245289.251076
  nChanged 31
		SP:Iteration 19Q (15342.770000 sec): 3 clusters
  Score: Raw -247867.677825 + Penalty 2557.058234 = -245310.619590
  nChanged 18
		SP:Iteration 20F (15342.980000 sec): 3 clusters
  Score: Raw -247882.743970 + Penalty 2557.058234 = -245325.685736
  nChanged 16
		SP:Iteration 21Q (15343.130000 sec): 3 clusters
  Score: Raw -247896.168696 + Penalty 2557.058234 = -245339.110461
  nChanged 9
		SP:Iteration 22Q (15343.330000 sec): 3 clusters
  Score: Raw -247901.530834 + Penalty 2557.058234 = -245344.472600
  nChanged 7
		SP:Iteration 23Q (15343.530000 sec): 3 clusters
  Score: Raw -247907.107306 + Penalty 2557.058234 = -245350.049072
  nChanged 8
		SP:Iteration 24Q (15343.760000 sec): 3 clusters
  Score: Raw -247913.326431 + Penalty 2557.058234 = -245356.268196
  nChanged 4
		SP:Iteration 25Q (15343.980000 sec): 3 clusters
  Score: Raw -247916.777584 + Penalty 2557.058234 = -245359.719350
  nChanged 6
		SP:Iteration 26Q (15344.160000 sec): 3 clusters
  Score: Raw -247922.108769 + Penalty 2557.058234 = -245365.050534
  nChanged 5
		SP:Iteration 27Q (15344.330000 sec): 3 clusters
  Score: Raw -247925.932757 + Penalty 2557.058234 = -245368.874523
  nChanged 5
		SP:Iteration 28Q (15344.460000 sec): 3 clusters
  Score: Raw -247929.714534 + Penalty 2557.058234 = -245372.656300
  nChanged 4
		SP:Iteration 29Q (15344.680000 sec): 3 clusters
  Score: Raw -247934.847775 + Penalty 2557.058234 = -245377.789541
  nChanged 8
		SP:Iteration 30Q (15344.910000 sec): 3 clusters
  Score: Raw -247942.470544 + Penalty 2557.058234 = -245385.412309
  nChanged 7
		SP:Iteration 31Q (15345.090000 sec): 3 clusters
  Score: Raw -247947.706739 + Penalty 2557.058234 = -245390.648505
  nChanged 2
		SP:Iteration 32Q (15345.260000 sec): 3 clusters
  Score: Raw -247949.613436 + Penalty 2557.058234 = -245392.555202
  nChanged 4
		SP:Iteration 33Q (15345.400000 sec): 3 clusters
  Score: Raw -247953.828555 + Penalty 2557.058234 = -245396.770321
  nChanged 4
		SP:Iteration 34Q (15345.550000 sec): 3 clusters
  Score: Raw -247956.821641 + Penalty 2557.058234 = -245399.763407
  nChanged 2
		SP:Iteration 35Q (15345.680000 sec): 3 clusters
  Score: Raw -247959.614253 + Penalty 2557.058234 = -245402.556018
  nChanged 4
		SP:Iteration 36Q (15345.810000 sec): 3 clusters
  Score: Raw -247963.742580 + Penalty 2557.058234 = -245406.684346
  nChanged 6
		SP:Iteration 37Q (15345.970000 sec): 3 clusters
  Score: Raw -247967.165702 + Penalty 2557.058234 = -245410.107468
  nChanged 4
		SP:Iteration 38Q (15346.120000 sec): 3 clusters
  Score: Raw -247969.728063 + Penalty 2557.058234 = -245412.669829
  nChanged 6
		SP:Iteration 39Q (15346.260000 sec): 3 clusters
  Score: Raw -247976.059320 + Penalty 2557.058234 = -245419.001086
  nChanged 7
		SP:Iteration 40F (15346.400000 sec): 3 clusters
  Score: Raw -247981.907638 + Penalty 2557.058234 = -245424.849404
  nChanged 7
		SP:Iteration 41Q (15346.540000 sec): 3 clusters
  Score: Raw -247988.263070 + Penalty 2557.058234 = -245431.204835
  nChanged 4
		SP:Iteration 42Q (15346.690000 sec): 3 clusters
  Score: Raw -247990.744120 + Penalty 2557.058234 = -245433.685886
  nChanged 5
		SP:Iteration 43Q (15346.830000 sec): 3 clusters
  Score: Raw -247993.570529 + Penalty 2557.058234 = -245436.512295
  nChanged 4
		SP:Iteration 44Q (15346.930000 sec): 3 clusters
  Score: Raw -247996.204765 + Penalty 2557.058234 = -245439.146531
  nChanged 2
		SP:Iteration 45Q (15347.070000 sec): 3 clusters
  Score: Raw -247997.743217 + Penalty 2557.058234 = -245440.684983
  nChanged 2
		SP:Iteration 46Q (15347.220000 sec): 3 clusters
  Score: Raw -247999.649546 + Penalty 2557.058234 = -245442.591311
  nChanged 0
		SP:Iteration 47F (15347.360000 sec): 3 clusters
  Score: Raw -247999.649546 + Penalty 2557.058234 = -245442.591311
  nChanged 0
Iteration 179Q (15511.370000 sec): 111 clusters
  Score: Raw -67022485.836772 + Penalty 242736.496969 = -66779749.339803
  nChanged 3951
Deleting Class 43 (586 points): Lose 2183.774548 but Gain 2206.695427
Iteration 180F (15738.380000 sec): 110 clusters
  Score: Raw -67022147.259299 + Penalty 240529.801542 = -66781617.457756
  nChanged 3320
Iteration 181Q (15890.170000 sec): 110 clusters
  Score: Raw -67024222.593723 + Penalty 240529.801542 = -66783692.792180
  nChanged 1813
Iteration 182Q (16040.840000 sec): 110 clusters
  Score: Raw -67024702.839300 + Penalty 240529.801542 = -66784173.037758
  nChanged 1377
Iteration 183Q (16192.270000 sec): 110 clusters
  Score: Raw -67025000.904896 + Penalty 240529.801542 = -66784471.103354
  nChanged 1074
Iteration 184Q (16346.470000 sec): 110 clusters
  Score: Raw -67025202.859295 + Penalty 240529.801542 = -66784673.057752
  nChanged 901
Iteration 185Q (16526.760000 sec): 110 clusters
  Score: Raw -67025376.783888 + Penalty 240529.801542 = -66784846.982346
  nChanged 738
Iteration 186Q (16672.120000 sec): 110 clusters
  Score: Raw -67025509.890638 + Penalty 240529.801542 = -66784980.089096
  nChanged 677
Iteration 187Q (16838.320000 sec): 110 clusters
  Score: Raw -67025619.992124 + Penalty 240529.801542 = -66785090.190581
  nChanged 579
Iteration 188Q (16975.310000 sec): 110 clusters
  Score: Raw -67025713.855276 + Penalty 240529.801542 = -66785184.053734
  nChanged 487
Iteration 189Q (17113.330000 sec): 110 clusters
  Score: Raw -67025784.662523 + Penalty 240529.801542 = -66785254.860981
  nChanged 422
Iteration 190Q (17262.650000 sec): 110 clusters
  Score: Raw -67025840.560045 + Penalty 240529.801542 = -66785310.758503
  nChanged 372
Iteration 191Q (17407.950000 sec): 110 clusters
  Score: Raw -67025890.881115 + Penalty 240529.801542 = -66785361.079573
  nChanged 331
Iteration 192Q (17554.250000 sec): 110 clusters
  Score: Raw -67025938.922386 + Penalty 240529.801542 = -66785409.120844
  nChanged 283
Iteration 193Q (17696.280000 sec): 110 clusters
  Score: Raw -67025982.723802 + Penalty 240529.801542 = -66785452.922260
  nChanged 238
Iteration 194Q (17840.660000 sec): 110 clusters
  Score: Raw -67026019.927251 + Penalty 240529.801542 = -66785490.125709
  nChanged 234
Iteration 195Q (17979.870000 sec): 110 clusters
  Score: Raw -67026054.199559 + Penalty 240529.801542 = -66785524.398016
  nChanged 207
Iteration 196Q (18129.550000 sec): 110 clusters
  Score: Raw -67026079.276135 + Penalty 240529.801542 = -66785549.474593
  nChanged 188
Iteration 197Q (18278.670000 sec): 110 clusters
  Score: Raw -67026097.705855 + Penalty 240529.801542 = -66785567.904313
  nChanged 150
Iteration 198Q (18427.220000 sec): 110 clusters
  Score: Raw -67026113.322902 + Penalty 240529.801542 = -66785583.521360
  nChanged 146
Iteration 199Q (18582.550000 sec): 110 clusters
  Score: Raw -67026130.916742 + Penalty 240529.801542 = -66785601.115200
  nChanged 121
Iteration 200F (18825.070000 sec): 110 clusters
  Score: Raw -67026152.744732 + Penalty 240529.801542 = -66785622.943189
  nChanged 105
Iteration 201Q (19000.320000 sec): 110 clusters
  Score: Raw -67026169.205447 + Penalty 240529.801542 = -66785639.403905
  nChanged 92
Iteration 202Q (19153.990000 sec): 110 clusters
  Score: Raw -67026182.874695 + Penalty 240529.801542 = -66785653.073153
  nChanged 70
Iteration 203Q (19288.280000 sec): 110 clusters
  Score: Raw -67026193.108868 + Penalty 240529.801542 = -66785663.307326
  nChanged 60
Iteration 204Q (19428.900000 sec): 110 clusters
  Score: Raw -67026199.573944 + Penalty 240529.801542 = -66785669.772402
  nChanged 58
Iteration 205Q (19574.420000 sec): 110 clusters
  Score: Raw -67026205.949982 + Penalty 240529.801542 = -66785676.148440
  nChanged 47
Iteration 206Q (19724.400000 sec): 110 clusters
  Score: Raw -67026210.063239 + Penalty 240529.801542 = -66785680.261697
  nChanged 36
Iteration 207Q (19871.020000 sec): 110 clusters
  Score: Raw -67026214.237196 + Penalty 240529.801542 = -66785684.435653
  nChanged 39
Iteration 208Q (20018.160000 sec): 110 clusters
  Score: Raw -67026219.366940 + Penalty 240529.801542 = -66785689.565398
  nChanged 35
Iteration 209Q (20159.650000 sec): 110 clusters
  Score: Raw -67026223.234988 + Penalty 240529.801542 = -66785693.433446
  nChanged 30
Iteration 210Q (20304.200000 sec): 110 clusters
  Score: Raw -67026226.094499 + Penalty 240529.801542 = -66785696.292957
  nChanged 21
Iteration 211Q (20443.160000 sec): 110 clusters
  Score: Raw -67026228.695823 + Penalty 240529.801542 = -66785698.894280
  nChanged 14
Iteration 212Q (20592.950000 sec): 110 clusters
  Score: Raw -67026230.558572 + Penalty 240529.801542 = -66785700.757030
  nChanged 18
Iteration 213Q (20740.370000 sec): 110 clusters
  Score: Raw -67026232.556941 + Penalty 240529.801542 = -66785702.755399
  nChanged 16
Iteration 214Q (20886.840000 sec): 110 clusters
  Score: Raw -67026234.381946 + Penalty 240529.801542 = -66785704.580403
  nChanged 13
Iteration 215Q (21038.410000 sec): 110 clusters
  Score: Raw -67026237.944472 + Penalty 240529.801542 = -66785708.142930
  nChanged 19
Iteration 216Q (21185.420000 sec): 110 clusters
  Score: Raw -67026242.022605 + Penalty 240529.801542 = -66785712.221063
  nChanged 18
Iteration 217Q (21344.950000 sec): 110 clusters
  Score: Raw -67026243.789190 + Penalty 240529.801542 = -66785713.987648
  nChanged 13
Iteration 218Q (21504.340000 sec): 110 clusters
  Score: Raw -67026245.551601 + Penalty 240529.801542 = -66785715.750058
  nChanged 13
Writing temp clu file 
Because OldScore, -66785713.987648, is greater than current (better) Score,-66785715.750058 
 Compute initial score before splitting:   Score: Raw -67026245.551601 + Penalty 240529.801542 = -66785715.750058
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 1 (5200 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (21504.560000 sec): 2 clusters
  Score: Raw -492222.643388 + Penalty 1390.417259 = -490832.226128
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (21504.730000 sec): 3 clusters
  Score: Raw -489501.545607 + Penalty 2780.834519 = -486720.711088
  nChanged 2134
		SP:Iteration 1F (21504.890000 sec): 3 clusters
  Score: Raw -490636.705863 + Penalty 2780.834519 = -487855.871344
  nChanged 326
		SP:Iteration 2F (21505.030000 sec): 3 clusters
  Score: Raw -490773.474317 + Penalty 2780.834519 = -487992.639798
  nChanged 225
		SP:Iteration 3Q (21505.230000 sec): 3 clusters
  Score: Raw -490864.217903 + Penalty 2780.834519 = -488083.383384
  nChanged 200
		SP:Iteration 4Q (21505.390000 sec): 3 clusters
  Score: Raw -490949.207902 + Penalty 2780.834519 = -488168.373383
  nChanged 167
		SP:Iteration 5Q (21505.550000 sec): 3 clusters
  Score: Raw -491018.673968 + Penalty 2780.834519 = -488237.839449
  nChanged 156
		SP:Iteration 6Q (21505.720000 sec): 3 clusters
  Score: Raw -491088.735060 + Penalty 2780.834519 = -488307.900541
  nChanged 165
		SP:Iteration 7Q (21505.900000 sec): 3 clusters
  Score: Raw -491158.104965 + Penalty 2780.834519 = -488377.270446
  nChanged 155
		SP:Iteration 8Q (21506.030000 sec): 3 clusters
  Score: Raw -491242.158422 + Penalty 2780.834519 = -488461.323903
  nChanged 185
		SP:Iteration 9Q (21506.190000 sec): 3 clusters
  Score: Raw -491343.062319 + Penalty 2780.834519 = -488562.227800
  nChanged 200
		SP:Iteration 10Q (21506.350000 sec): 3 clusters
  Score: Raw -491471.201401 + Penalty 2780.834519 = -488690.366882
  nChanged 209
		SP:Iteration 11Q (21506.530000 sec): 3 clusters
  Score: Raw -491634.581561 + Penalty 2780.834519 = -488853.747042
  nChanged 239
		SP:Iteration 12Q (21506.680000 sec): 3 clusters
  Score: Raw -491827.195041 + Penalty 2780.834519 = -489046.360522
  nChanged 192
		SP:Iteration 13Q (21506.820000 sec): 3 clusters
  Score: Raw -491986.999752 + Penalty 2780.834519 = -489206.165233
  nChanged 144
		SP:Iteration 14Q (21506.950000 sec): 3 clusters
  Score: Raw -492112.916383 + Penalty 2780.834519 = -489332.081864
  nChanged 104
		SP:Iteration 15Q (21507.080000 sec): 3 clusters
  Score: Raw -492203.913625 + Penalty 2780.834519 = -489423.079106
  nChanged 70
		SP:Iteration 16Q (21507.260000 sec): 3 clusters
  Score: Raw -492262.958617 + Penalty 2780.834519 = -489482.124098
  nChanged 41
		SP:Iteration 17Q (21507.420000 sec): 3 clusters
  Score: Raw -492300.429649 + Penalty 2780.834519 = -489519.595130
  nChanged 31
		SP:Iteration 18Q (21507.610000 sec): 3 clusters
  Score: Raw -492327.976387 + Penalty 2780.834519 = -489547.141868
  nChanged 21
		SP:Iteration 19Q (21507.750000 sec): 3 clusters
  Score: Raw -492345.414088 + Penalty 2780.834519 = -489564.579569
  nChanged 19
		SP:Iteration 20F (21507.930000 sec): 3 clusters
  Score: Raw -492362.013651 + Penalty 2780.834519 = -489581.179132
  nChanged 12
		SP:Iteration 21Q (21508.100000 sec): 3 clusters
  Score: Raw -492375.580248 + Penalty 2780.834519 = -489594.745729
  nChanged 13
		SP:Iteration 22Q (21508.270000 sec): 3 clusters
  Score: Raw -492393.386585 + Penalty 2780.834519 = -489612.552066
  nChanged 13
		SP:Iteration 23Q (21508.400000 sec): 3 clusters
  Score: Raw -492413.472184 + Penalty 2780.834519 = -489632.637665
  nChanged 8
		SP:Iteration 24Q (21508.550000 sec): 3 clusters
  Score: Raw -492425.694435 + Penalty 2780.834519 = -489644.859916
  nChanged 4
		SP:Iteration 25Q (21508.730000 sec): 3 clusters
  Score: Raw -492434.639232 + Penalty 2780.834519 = -489653.804713
  nChanged 4
		SP:Iteration 26Q (21508.850000 sec): 3 clusters
  Score: Raw -492438.178402 + Penalty 2780.834519 = -489657.343883
  nChanged 4
		SP:Iteration 27Q (21508.990000 sec): 3 clusters
  Score: Raw -492441.708202 + Penalty 2780.834519 = -489660.873683
  nChanged 4
		SP:Iteration 28Q (21509.120000 sec): 3 clusters
  Score: Raw -492445.764904 + Penalty 2780.834519 = -489664.930385
  nChanged 2
		SP:Iteration 29Q (21509.300000 sec): 3 clusters
  Score: Raw -492447.175522 + Penalty 2780.834519 = -489666.341003
  nChanged 1
		SP:Iteration 30Q (21509.470000 sec): 3 clusters
  Score: Raw -492451.024477 + Penalty 2780.834519 = -489670.189958
  nChanged 1
		SP:Iteration 31Q (21509.630000 sec): 3 clusters
  Score: Raw -492453.206182 + Penalty 2780.834519 = -489672.371663
  nChanged 2
		SP:Iteration 32Q (21509.810000 sec): 3 clusters
  Score: Raw -492455.626542 + Penalty 2780.834519 = -489674.792023
  nChanged 1
		SP:Iteration 33Q (21509.920000 sec): 3 clusters
  Score: Raw -492456.441392 + Penalty 2780.834519 = -489675.606873
  nChanged 1
		SP:Iteration 34Q (21510.030000 sec): 3 clusters
  Score: Raw -492456.703390 + Penalty 2780.834519 = -489675.868871
  nChanged 0
		SP:Iteration 35F (21510.200000 sec): 3 clusters
  Score: Raw -492456.703390 + Penalty 2780.834519 = -489675.868871
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 2 (6530 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (21510.310000 sec): 2 clusters
  Score: Raw -560041.101311 + Penalty 1427.426361 = -558613.674950
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (21510.460000 sec): 3 clusters
  Score: Raw -556531.759637 + Penalty 2854.852722 = -553676.906915
  nChanged 2714
		SP:Iteration 1F (21510.610000 sec): 3 clusters
  Score: Raw -557906.079766 + Penalty 2854.852722 = -555051.227043
  nChanged 418
		SP:Iteration 2F (21510.810000 sec): 3 clusters
  Score: Raw -558088.121586 + Penalty 2854.852722 = -555233.268864
  nChanged 324
		SP:Iteration 3Q (21510.920000 sec): 3 clusters
  Score: Raw -558220.143506 + Penalty 2854.852722 = -555365.290784
  nChanged 260
		SP:Iteration 4Q (21511.080000 sec): 3 clusters
  Score: Raw -558307.636137 + Penalty 2854.852722 = -555452.783415
  nChanged 193
		SP:Iteration 5Q (21511.230000 sec): 3 clusters
  Score: Raw -558364.335698 + Penalty 2854.852722 = -555509.482976
  nChanged 145
		SP:Iteration 6Q (21511.370000 sec): 3 clusters
  Score: Raw -558410.485587 + Penalty 2854.852722 = -555555.632865
  nChanged 116
		SP:Iteration 7Q (21511.520000 sec): 3 clusters
  Score: Raw -558446.551451 + Penalty 2854.852722 = -555591.698729
  nChanged 127
		SP:Iteration 8Q (21511.670000 sec): 3 clusters
  Score: Raw -558485.285168 + Penalty 2854.852722 = -555630.432445
  nChanged 112
		SP:Iteration 9Q (21511.810000 sec): 3 clusters
  Score: Raw -558517.634812 + Penalty 2854.852722 = -555662.782090
  nChanged 96
		SP:Iteration 10Q (21512.010000 sec): 3 clusters
  Score: Raw -558542.735905 + Penalty 2854.852722 = -555687.883183
  nChanged 84
		SP:Iteration 11Q (21512.110000 sec): 3 clusters
  Score: Raw -558563.439661 + Penalty 2854.852722 = -555708.586939
  nChanged 83
		SP:Iteration 12Q (21512.250000 sec): 3 clusters
  Score: Raw -558583.828559 + Penalty 2854.852722 = -555728.975837
  nChanged 78
		SP:Iteration 13Q (21512.450000 sec): 3 clusters
  Score: Raw -558602.803644 + Penalty 2854.852722 = -555747.950922
  nChanged 83
		SP:Iteration 14Q (21512.570000 sec): 3 clusters
  Score: Raw -558621.125719 + Penalty 2854.852722 = -555766.272997
  nChanged 61
		SP:Iteration 15Q (21512.710000 sec): 3 clusters
  Score: Raw -558634.668955 + Penalty 2854.852722 = -555779.816232
  nChanged 64
		SP:Iteration 16Q (21512.850000 sec): 3 clusters
  Score: Raw -558649.708966 + Penalty 2854.852722 = -555794.856244
  nChanged 62
		SP:Iteration 17Q (21513.000000 sec): 3 clusters
  Score: Raw -558662.705236 + Penalty 2854.852722 = -555807.852513
  nChanged 62
		SP:Iteration 18Q (21513.140000 sec): 3 clusters
  Score: Raw -558677.250567 + Penalty 2854.852722 = -555822.397845
  nChanged 68
		SP:Iteration 19Q (21513.290000 sec): 3 clusters
  Score: Raw -558695.253734 + Penalty 2854.852722 = -555840.401012
  nChanged 87
		SP:Iteration 20F (21513.430000 sec): 3 clusters
  Score: Raw -558719.962906 + Penalty 2854.852722 = -555865.110184
  nChanged 104
		SP:Iteration 21Q (21513.580000 sec): 3 clusters
  Score: Raw -558749.891790 + Penalty 2854.852722 = -555895.039068
  nChanged 103
		SP:Iteration 22Q (21513.720000 sec): 3 clusters
  Score: Raw -558784.259094 + Penalty 2854.852722 = -555929.406371
  nChanged 110
		SP:Iteration 23Q (21513.860000 sec): 3 clusters
  Score: Raw -558823.772647 + Penalty 2854.852722 = -555968.919925
  nChanged 132
		SP:Iteration 24Q (21514.040000 sec): 3 clusters
  Score: Raw -558871.449292 + Penalty 2854.852722 = -556016.596570
  nChanged 145
		SP:Iteration 25Q (21514.240000 sec): 3 clusters
  Score: Raw -558939.298339 + Penalty 2854.852722 = -556084.445616
  nChanged 187
		SP:Iteration 26Q (21514.390000 sec): 3 clusters
  Score: Raw -559038.386714 + Penalty 2854.852722 = -556183.533992
  nChanged 181
		SP:Iteration 27Q (21514.580000 sec): 3 clusters
  Score: Raw -559136.403606 + Penalty 2854.852722 = -556281.550884
  nChanged 198
		SP:Iteration 28Q (21514.740000 sec): 3 clusters
  Score: Raw -559264.489047 + Penalty 2854.852722 = -556409.636325
  nChanged 207
		SP:Iteration 29Q (21514.920000 sec): 3 clusters
  Score: Raw -559401.131532 + Penalty 2854.852722 = -556546.278810
  nChanged 196
		SP:Iteration 30Q (21515.110000 sec): 3 clusters
  Score: Raw -559546.547324 + Penalty 2854.852722 = -556691.694602
  nChanged 171
		SP:Iteration 31Q (21515.220000 sec): 3 clusters
  Score: Raw -559682.733529 + Penalty 2854.852722 = -556827.880806
  nChanged 142
		SP:Iteration 32Q (21515.380000 sec): 3 clusters
  Score: Raw -559801.065942 + Penalty 2854.852722 = -556946.213220
  nChanged 123
		SP:Iteration 33Q (21515.540000 sec): 3 clusters
  Score: Raw -559900.162716 + Penalty 2854.852722 = -557045.309993
  nChanged 93
		SP:Iteration 34Q (21515.740000 sec): 3 clusters
  Score: Raw -559986.007225 + Penalty 2854.852722 = -557131.154503
  nChanged 76
		SP:Iteration 35Q (21515.920000 sec): 3 clusters
  Score: Raw -560039.035205 + Penalty 2854.852722 = -557184.182483
  nChanged 35
		SP:Iteration 36Q (21516.070000 sec): 3 clusters
  Score: Raw -560061.077872 + Penalty 2854.852722 = -557206.225150
  nChanged 32
		SP:Iteration 37Q (21516.250000 sec): 3 clusters
  Score: Raw -560086.311161 + Penalty 2854.852722 = -557231.458439
  nChanged 35
		SP:Iteration 38Q (21516.400000 sec): 3 clusters
  Score: Raw -560114.302058 + Penalty 2854.852722 = -557259.449336
  nChanged 32
		SP:Iteration 39Q (21516.580000 sec): 3 clusters
  Score: Raw -560138.546030 + Penalty 2854.852722 = -557283.693308
  nChanged 23
		SP:Iteration 40F (21516.720000 sec): 3 clusters
  Score: Raw -560158.209415 + Penalty 2854.852722 = -557303.356693
  nChanged 11
		SP:Iteration 41Q (21516.890000 sec): 3 clusters
  Score: Raw -560168.350650 + Penalty 2854.852722 = -557313.497928
  nChanged 10
		SP:Iteration 42Q (21517.080000 sec): 3 clusters
  Score: Raw -560175.881853 + Penalty 2854.852722 = -557321.029131
  nChanged 9
		SP:Iteration 43Q (21517.270000 sec): 3 clusters
  Score: Raw -560181.766799 + Penalty 2854.852722 = -557326.914077
  nChanged 9
		SP:Iteration 44Q (21517.400000 sec): 3 clusters
  Score: Raw -560189.691327 + Penalty 2854.852722 = -557334.838605
  nChanged 5
		SP:Iteration 45Q (21517.580000 sec): 3 clusters
  Score: Raw -560191.755571 + Penalty 2854.852722 = -557336.902848
  nChanged 1
		SP:Iteration 46Q (21517.780000 sec): 3 clusters
  Score: Raw -560192.219225 + Penalty 2854.852722 = -557337.366503
  nChanged 0
		SP:Iteration 47F (21517.910000 sec): 3 clusters
  Score: Raw -560192.219225 + Penalty 2854.852722 = -557337.366503
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 3 (3368 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (21518.010000 sec): 2 clusters
  Score: Raw -280207.843168 + Penalty 1319.837086 = -278888.006082
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (21518.170000 sec): 3 clusters
  Score: Raw -278574.895790 + Penalty 2639.674172 = -275935.221618
  nChanged 1334
		SP:Iteration 1F (21518.270000 sec): 3 clusters
  Score: Raw -279339.745602 + Penalty 2639.674172 = -276700.071430
  nChanged 294
		SP:Iteration 2F (21518.420000 sec): 3 clusters
  Score: Raw -279557.958694 + Penalty 2639.674172 = -276918.284522
  nChanged 216
		SP:Iteration 3F (21518.570000 sec): 3 clusters
  Score: Raw -279703.812848 + Penalty 2639.674172 = -277064.138676
  nChanged 140
		SP:Iteration 4Q (21518.700000 sec): 3 clusters
  Score: Raw -279786.431098 + Penalty 2639.674172 = -277146.756926
  nChanged 109
		SP:Iteration 5Q (21518.860000 sec): 3 clusters
  Score: Raw -279852.595423 + Penalty 2639.674172 = -277212.921251
  nChanged 94
		SP:Iteration 6Q (21519.010000 sec): 3 clusters
  Score: Raw -279902.770996 + Penalty 2639.674172 = -277263.096824
  nChanged 67
		SP:Iteration 7Q (21519.150000 sec): 3 clusters
  Score: Raw -279933.341834 + Penalty 2639.674172 = -277293.667662
  nChanged 60
		SP:Iteration 8Q (21519.300000 sec): 3 clusters
  Score: Raw -279965.871565 + Penalty 2639.674172 = -277326.197393
  nChanged 43
		SP:Iteration 9Q (21519.430000 sec): 3 clusters
  Score: Raw -279983.960727 + Penalty 2639.674172 = -277344.286555
  nChanged 43
		SP:Iteration 10Q (21519.570000 sec): 3 clusters
  Score: Raw -279999.379863 + Penalty 2639.674172 = -277359.705691
  nChanged 30
		SP:Iteration 11Q (21519.780000 sec): 3 clusters
  Score: Raw -280011.644875 + Penalty 2639.674172 = -277371.970703
  nChanged 27
		SP:Iteration 12Q (21519.940000 sec): 3 clusters
  Score: Raw -280024.339516 + Penalty 2639.674172 = -277384.665344
  nChanged 27
		SP:Iteration 13Q (21520.040000 sec): 3 clusters
  Score: Raw -280034.894454 + Penalty 2639.674172 = -277395.220282
  nChanged 27
		SP:Iteration 14Q (21520.210000 sec): 3 clusters
  Score: Raw -280047.676874 + Penalty 2639.674172 = -277408.002702
  nChanged 25
		SP:Iteration 15Q (21520.380000 sec): 3 clusters
  Score: Raw -280054.926619 + Penalty 2639.674172 = -277415.252447
  nChanged 22
		SP:Iteration 16Q (21520.510000 sec): 3 clusters
  Score: Raw -280064.110067 + Penalty 2639.674172 = -277424.435895
  nChanged 25
		SP:Iteration 17Q (21520.650000 sec): 3 clusters
  Score: Raw -280074.068243 + Penalty 2639.674172 = -277434.394071
  nChanged 26
		SP:Iteration 18Q (21520.840000 sec): 3 clusters
  Score: Raw -280086.971655 + Penalty 2639.674172 = -277447.297483
  nChanged 30
		SP:Iteration 19Q (21520.960000 sec): 3 clusters
  Score: Raw -280098.634859 + Penalty 2639.674172 = -277458.960687
  nChanged 28
		SP:Iteration 20F (21521.120000 sec): 3 clusters
  Score: Raw -280109.586528 + Penalty 2639.674172 = -277469.912356
  nChanged 30
		SP:Iteration 21Q (21521.260000 sec): 3 clusters
  Score: Raw -280123.867910 + Penalty 2639.674172 = -277484.193738
  nChanged 35
		SP:Iteration 22Q (21521.390000 sec): 3 clusters
  Score: Raw -280139.010982 + Penalty 2639.674172 = -277499.336810
  nChanged 34
		SP:Iteration 23Q (21521.510000 sec): 3 clusters
  Score: Raw -280154.088765 + Penalty 2639.674172 = -277514.414593
  nChanged 32
		SP:Iteration 24Q (21521.620000 sec): 3 clusters
  Score: Raw -280165.377097 + Penalty 2639.674172 = -277525.702925
  nChanged 24
		SP:Iteration 25Q (21521.800000 sec): 3 clusters
  Score: Raw -280174.147392 + Penalty 2639.674172 = -277534.473220
  nChanged 19
		SP:Iteration 26Q (21521.930000 sec): 3 clusters
  Score: Raw -280180.358928 + Penalty 2639.674172 = -277540.684756
  nChanged 20
		SP:Iteration 27Q (21522.060000 sec): 3 clusters
  Score: Raw -280189.378070 + Penalty 2639.674172 = -277549.703898
  nChanged 20
		SP:Iteration 28Q (21522.170000 sec): 3 clusters
  Score: Raw -280197.840261 + Penalty 2639.674172 = -277558.166089
  nChanged 18
		SP:Iteration 29Q (21522.340000 sec): 3 clusters
  Score: Raw -280204.811490 + Penalty 2639.674172 = -277565.137318
  nChanged 17
		SP:Iteration 30Q (21522.440000 sec): 3 clusters
  Score: Raw -280212.248783 + Penalty 2639.674172 = -277572.574611
  nChanged 26
		SP:Iteration 31Q (21522.500000 sec): 3 clusters
  Score: Raw -280223.289763 + Penalty 2639.674172 = -277583.615591
  nChanged 28
		SP:Iteration 32Q (21522.670000 sec): 3 clusters
  Score: Raw -280234.941993 + Penalty 2639.674172 = -277595.267821
  nChanged 31
		SP:Iteration 33Q (21522.810000 sec): 3 clusters
  Score: Raw -280247.612743 + Penalty 2639.674172 = -277607.938571
  nChanged 34
		SP:Iteration 34Q (21522.940000 sec): 3 clusters
  Score: Raw -280264.639080 + Penalty 2639.674172 = -277624.964908
  nChanged 30
		SP:Iteration 35Q (21523.090000 sec): 3 clusters
  Score: Raw -280283.311833 + Penalty 2639.674172 = -277643.637661
  nChanged 28
		SP:Iteration 36Q (21523.260000 sec): 3 clusters
  Score: Raw -280295.378110 + Penalty 2639.674172 = -277655.703938
  nChanged 18
		SP:Iteration 37Q (21523.410000 sec): 3 clusters
  Score: Raw -280302.012236 + Penalty 2639.674172 = -277662.338064
  nChanged 18
		SP:Iteration 38Q (21523.580000 sec): 3 clusters
  Score: Raw -280309.561224 + Penalty 2639.674172 = -277669.887052
  nChanged 11
		SP:Iteration 39Q (21523.720000 sec): 3 clusters
  Score: Raw -280313.972591 + Penalty 2639.674172 = -277674.298419
  nChanged 8
		SP:Iteration 40F (21523.850000 sec): 3 clusters
  Score: Raw -280318.070294 + Penalty 2639.674172 = -277678.396122
  nChanged 9
		SP:Iteration 41Q (21523.960000 sec): 3 clusters
  Score: Raw -280321.880218 + Penalty 2639.674172 = -277682.206046
  nChanged 9
		SP:Iteration 42Q (21524.100000 sec): 3 clusters
  Score: Raw -280326.369534 + Penalty 2639.674172 = -277686.695362
  nChanged 9
		SP:Iteration 43Q (21524.240000 sec): 3 clusters
  Score: Raw -280329.300367 + Penalty 2639.674172 = -277689.626195
  nChanged 9
		SP:Iteration 44Q (21524.350000 sec): 3 clusters
  Score: Raw -280333.135472 + Penalty 2639.674172 = -277693.461300
  nChanged 6
		SP:Iteration 45Q (21524.500000 sec): 3 clusters
  Score: Raw -280337.025696 + Penalty 2639.674172 = -277697.351524
  nChanged 9
		SP:Iteration 46Q (21524.670000 sec): 3 clusters
  Score: Raw -280339.973106 + Penalty 2639.674172 = -277700.298934
  nChanged 8
		SP:Iteration 47Q (21524.820000 sec): 3 clusters
  Score: Raw -280342.391574 + Penalty 2639.674172 = -277702.717402
  nChanged 6
		SP:Iteration 48Q (21524.960000 sec): 3 clusters
  Score: Raw -280344.247866 + Penalty 2639.674172 = -277704.573694
  nChanged 4
		SP:Iteration 49Q (21525.060000 sec): 3 clusters
  Score: Raw -280345.363227 + Penalty 2639.674172 = -277705.689055
  nChanged 2
		SP:Iteration 50Q (21525.150000 sec): 3 clusters
  Score: Raw -280346.084462 + Penalty 2639.674172 = -277706.410290
  nChanged 1
		SP:Iteration 51Q (21525.250000 sec): 3 clusters
  Score: Raw -280346.221021 + Penalty 2639.674172 = -277706.546849
  nChanged 0
		SP:Iteration 52F (21525.410000 sec): 3 clusters
  Score: Raw -280346.221021 + Penalty 2639.674172 = -277706.546849
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 4 (10533 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (21525.490000 sec): 2 clusters
  Score: Raw -936296.365832 + Penalty 1505.118626 = -934791.247206
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (21525.680000 sec): 3 clusters
  Score: Raw -930270.668153 + Penalty 3010.237251 = -927260.430902
  nChanged 4586
		SP:Iteration 1F (21525.850000 sec): 3 clusters
  Score: Raw -932871.397238 + Penalty 3010.237251 = -929861.159987
  nChanged 754
		SP:Iteration 2F (21526.080000 sec): 3 clusters
  Score: Raw -933378.843434 + Penalty 3010.237251 = -930368.606183
  nChanged 803
		SP:Iteration 3F (21526.300000 sec): 3 clusters
  Score: Raw -934038.591418 + Penalty 3010.237251 = -931028.354167
  nChanged 847
		SP:Iteration 4F (21526.420000 sec): 3 clusters
  Score: Raw -934799.575594 + Penalty 3010.237251 = -931789.338343
  nChanged 853
		SP:Iteration 5F (21526.620000 sec): 3 clusters
  Score: Raw -935519.370676 + Penalty 3010.237251 = -932509.133425
  nChanged 687
		SP:Iteration 6F (21526.800000 sec): 3 clusters
  Score: Raw -936005.514765 + Penalty 3010.237251 = -932995.277514
  nChanged 512
		SP:Iteration 7Q (21527.030000 sec): 3 clusters
  Score: Raw -936302.188319 + Penalty 3010.237251 = -933291.951068
  nChanged 373
		SP:Iteration 8Q (21527.230000 sec): 3 clusters
  Score: Raw -936514.023445 + Penalty 3010.237251 = -933503.786194
  nChanged 309
		SP:Iteration 9Q (21527.430000 sec): 3 clusters
  Score: Raw -936667.582522 + Penalty 3010.237251 = -933657.345271
  nChanged 238
		SP:Iteration 10Q (21527.630000 sec): 3 clusters
  Score: Raw -936763.250738 + Penalty 3010.237251 = -933753.013487
  nChanged 184
		SP:Iteration 11Q (21527.830000 sec): 3 clusters
  Score: Raw -936819.904792 + Penalty 3010.237251 = -933809.667541
  nChanged 155
		SP:Iteration 12Q (21528.000000 sec): 3 clusters
  Score: Raw -936864.937640 + Penalty 3010.237251 = -933854.700389
  nChanged 153
		SP:Iteration 13Q (21528.210000 sec): 3 clusters
  Score: Raw -936905.122777 + Penalty 3010.237251 = -933894.885526
  nChanged 155
		SP:Iteration 14Q (21528.390000 sec): 3 clusters
  Score: Raw -936945.341042 + Penalty 3010.237251 = -933935.103791
  nChanged 131
		SP:Iteration 15Q (21528.620000 sec): 3 clusters
  Score: Raw -936981.411059 + Penalty 3010.237251 = -933971.173808
  nChanged 129
		SP:Iteration 16Q (21528.780000 sec): 3 clusters
  Score: Raw -937018.330330 + Penalty 3010.237251 = -934008.093079
  nChanged 119
		SP:Iteration 17Q (21528.960000 sec): 3 clusters
  Score: Raw -937048.822118 + Penalty 3010.237251 = -934038.584867
  nChanged 121
		SP:Iteration 18Q (21529.150000 sec): 3 clusters
  Score: Raw -937078.806062 + Penalty 3010.237251 = -934068.568811
  nChanged 110
		SP:Iteration 19Q (21529.290000 sec): 3 clusters
  Score: Raw -937106.921376 + Penalty 3010.237251 = -934096.684125
  nChanged 98
		SP:Iteration 20F (21529.530000 sec): 3 clusters
  Score: Raw -937133.320098 + Penalty 3010.237251 = -934123.082847
  nChanged 93
		SP:Iteration 21Q (21529.730000 sec): 3 clusters
  Score: Raw -937156.942419 + Penalty 3010.237251 = -934146.705168
  nChanged 87
		SP:Iteration 22Q (21529.900000 sec): 3 clusters
  Score: Raw -937176.097293 + Penalty 3010.237251 = -934165.860042
  nChanged 69
		SP:Iteration 23Q (21530.050000 sec): 3 clusters
  Score: Raw -937189.835307 + Penalty 3010.237251 = -934179.598056
  nChanged 61
		SP:Iteration 24Q (21530.260000 sec): 3 clusters
  Score: Raw -937202.666457 + Penalty 3010.237251 = -934192.429206
  nChanged 61
		SP:Iteration 25Q (21530.440000 sec): 3 clusters
  Score: Raw -937215.119412 + Penalty 3010.237251 = -934204.882161
  nChanged 63
		SP:Iteration 26Q (21530.670000 sec): 3 clusters
  Score: Raw -937228.259061 + Penalty 3010.237251 = -934218.021810
  nChanged 51
		SP:Iteration 27Q (21530.820000 sec): 3 clusters
  Score: Raw -937237.679049 + Penalty 3010.237251 = -934227.441797
  nChanged 54
		SP:Iteration 28Q (21531.030000 sec): 3 clusters
  Score: Raw -937247.578310 + Penalty 3010.237251 = -934237.341058
  nChanged 52
		SP:Iteration 29Q (21531.230000 sec): 3 clusters
  Score: Raw -937257.448443 + Penalty 3010.237251 = -934247.211192
  nChanged 55
		SP:Iteration 30Q (21531.380000 sec): 3 clusters
  Score: Raw -937268.656042 + Penalty 3010.237251 = -934258.418791
  nChanged 50
		SP:Iteration 31Q (21531.540000 sec): 3 clusters
  Score: Raw -937279.215624 + Penalty 3010.237251 = -934268.978373
  nChanged 49
		SP:Iteration 32Q (21531.750000 sec): 3 clusters
  Score: Raw -937290.301248 + Penalty 3010.237251 = -934280.063997
  nChanged 44
		SP:Iteration 33Q (21531.910000 sec): 3 clusters
  Score: Raw -937298.971850 + Penalty 3010.237251 = -934288.734599
  nChanged 35
		SP:Iteration 34Q (21532.040000 sec): 3 clusters
  Score: Raw -937306.659553 + Penalty 3010.237251 = -934296.422302
  nChanged 43
		SP:Iteration 35Q (21532.200000 sec): 3 clusters
  Score: Raw -937316.911219 + Penalty 3010.237251 = -934306.673968
  nChanged 45
		SP:Iteration 36Q (21532.400000 sec): 3 clusters
  Score: Raw -937326.343266 + Penalty 3010.237251 = -934316.106015
  nChanged 40
		SP:Iteration 37Q (21532.520000 sec): 3 clusters
  Score: Raw -937334.014364 + Penalty 3010.237251 = -934323.777113
  nChanged 27
		SP:Iteration 38Q (21532.680000 sec): 3 clusters
  Score: Raw -937338.342307 + Penalty 3010.237251 = -934328.105056
  nChanged 24
		SP:Iteration 39Q (21532.840000 sec): 3 clusters
  Score: Raw -937343.120767 + Penalty 3010.237251 = -934332.883516
  nChanged 22
		SP:Iteration 40F (21533.030000 sec): 3 clusters
  Score: Raw -937346.850714 + Penalty 3010.237251 = -934336.613463
  nChanged 17
		SP:Iteration 41Q (21533.240000 sec): 3 clusters
  Score: Raw -937349.421826 + Penalty 3010.237251 = -934339.184574
  nChanged 12
		SP:Iteration 42Q (21533.460000 sec): 3 clusters
  Score: Raw -937350.958316 + Penalty 3010.237251 = -934340.721065
  nChanged 7
		SP:Iteration 43Q (21533.680000 sec): 3 clusters
  Score: Raw -937351.879189 + Penalty 3010.237251 = -934341.641938
  nChanged 8
		SP:Iteration 44Q (21533.890000 sec): 3 clusters
  Score: Raw -937353.001496 + Penalty 3010.237251 = -934342.764245
  nChanged 11
		SP:Iteration 45Q (21534.120000 sec): 3 clusters
  Score: Raw -937354.365395 + Penalty 3010.237251 = -934344.128144
  nChanged 5
		SP:Iteration 46Q (21534.340000 sec): 3 clusters
  Score: Raw -937355.035715 + Penalty 3010.237251 = -934344.798464
  nChanged 2
		SP:Iteration 47Q (21534.560000 sec): 3 clusters
  Score: Raw -937355.607821 + Penalty 3010.237251 = -934345.370570
  nChanged 5
		SP:Iteration 48Q (21534.790000 sec): 3 clusters
  Score: Raw -937356.178621 + Penalty 3010.237251 = -934345.941370
  nChanged 1
		SP:Iteration 49Q (21534.990000 sec): 3 clusters
  Score: Raw -937356.237369 + Penalty 3010.237251 = -934346.000118
  nChanged 1
		SP:Iteration 50Q (21535.210000 sec): 3 clusters
  Score: Raw -937356.333362 + Penalty 3010.237251 = -934346.096111
  nChanged 0
		SP:Iteration 51F (21535.470000 sec): 3 clusters
  Score: Raw -937356.333362 + Penalty 3010.237251 = -934346.096111
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 5 (19794 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (21535.660000 sec): 2 clusters
  Score: Raw -1795489.250800 + Penalty 1607.634298 = -1793881.616502
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (21535.880000 sec): 3 clusters
  Score: Raw -1783553.800747 + Penalty 3215.268596 = -1780338.532151
  nChanged 8932
		SP:Iteration 1F (21536.200000 sec): 3 clusters
  Score: Raw -1788548.130604 + Penalty 3215.268596 = -1785332.862008
  nChanged 973
		SP:Iteration 2Q (21536.530000 sec): 3 clusters
  Score: Raw -1788920.091327 + Penalty 3215.268596 = -1785704.822731
  nChanged 878
		SP:Iteration 3Q (21536.720000 sec): 3 clusters
  Score: Raw -1789261.731052 + Penalty 3215.268596 = -1786046.462456
  nChanged 842
		SP:Iteration 4Q (21537.040000 sec): 3 clusters
  Score: Raw -1789581.138990 + Penalty 3215.268596 = -1786365.870395
  nChanged 821
		SP:Iteration 5Q (21537.360000 sec): 3 clusters
  Score: Raw -1789886.072131 + Penalty 3215.268596 = -1786670.803535
  nChanged 809
		SP:Iteration 6Q (21537.690000 sec): 3 clusters
  Score: Raw -1790177.624057 + Penalty 3215.268596 = -1786962.355461
  nChanged 774
		SP:Iteration 7Q (21537.980000 sec): 3 clusters
  Score: Raw -1790441.245444 + Penalty 3215.268596 = -1787225.976848
  nChanged 705
		SP:Iteration 8Q (21538.300000 sec): 3 clusters
  Score: Raw -1790697.364415 + Penalty 3215.268596 = -1787482.095819
  nChanged 677
		SP:Iteration 9Q (21538.530000 sec): 3 clusters
  Score: Raw -1790942.678370 + Penalty 3215.268596 = -1787727.409774
  nChanged 638
		SP:Iteration 10Q (21538.920000 sec): 3 clusters
  Score: Raw -1791174.395343 + Penalty 3215.268596 = -1787959.126747
  nChanged 597
		SP:Iteration 11Q (21539.240000 sec): 3 clusters
  Score: Raw -1791374.995499 + Penalty 3215.268596 = -1788159.726904
  nChanged 535
		SP:Iteration 12Q (21539.470000 sec): 3 clusters
  Score: Raw -1791550.861846 + Penalty 3215.268596 = -1788335.593251
  nChanged 514
		SP:Iteration 13Q (21539.710000 sec): 3 clusters
  Score: Raw -1791740.774339 + Penalty 3215.268596 = -1788525.505744
  nChanged 549
		SP:Iteration 14Q (21540.000000 sec): 3 clusters
  Score: Raw -1791970.374963 + Penalty 3215.268596 = -1788755.106367
  nChanged 593
		SP:Iteration 15Q (21540.290000 sec): 3 clusters
  Score: Raw -1792231.405752 + Penalty 3215.268596 = -1789016.137156
  nChanged 610
		SP:Iteration 16Q (21540.610000 sec): 3 clusters
  Score: Raw -1792527.145922 + Penalty 3215.268596 = -1789311.877326
  nChanged 609
		SP:Iteration 17Q (21540.950000 sec): 3 clusters
  Score: Raw -1792792.760733 + Penalty 3215.268596 = -1789577.492137
  nChanged 519
		SP:Iteration 18Q (21541.220000 sec): 3 clusters
  Score: Raw -1792991.011369 + Penalty 3215.268596 = -1789775.742774
  nChanged 432
		SP:Iteration 19Q (21541.510000 sec): 3 clusters
  Score: Raw -1793157.788915 + Penalty 3215.268596 = -1789942.520319
  nChanged 363
		SP:Iteration 20F (21541.860000 sec): 3 clusters
  Score: Raw -1793271.351036 + Penalty 3215.268596 = -1790056.082440
  nChanged 290
		SP:Iteration 21Q (21542.180000 sec): 3 clusters
  Score: Raw -1793361.144001 + Penalty 3215.268596 = -1790145.875405
  nChanged 267
		SP:Iteration 22Q (21542.450000 sec): 3 clusters
  Score: Raw -1793438.732445 + Penalty 3215.268596 = -1790223.463849
  nChanged 228
		SP:Iteration 23Q (21542.720000 sec): 3 clusters
  Score: Raw -1793498.679606 + Penalty 3215.268596 = -1790283.411010
  nChanged 220
		SP:Iteration 24Q (21543.080000 sec): 3 clusters
  Score: Raw -1793562.350678 + Penalty 3215.268596 = -1790347.082083
  nChanged 227
		SP:Iteration 25Q (21543.410000 sec): 3 clusters
  Score: Raw -1793629.906026 + Penalty 3215.268596 = -1790414.637431
  nChanged 235
		SP:Iteration 26Q (21543.640000 sec): 3 clusters
  Score: Raw -1793705.272283 + Penalty 3215.268596 = -1790490.003688
  nChanged 260
		SP:Iteration 27Q (21543.920000 sec): 3 clusters
  Score: Raw -1793785.772411 + Penalty 3215.268596 = -1790570.503815
  nChanged 258
		SP:Iteration 28Q (21544.220000 sec): 3 clusters
  Score: Raw -1793861.107934 + Penalty 3215.268596 = -1790645.839338
  nChanged 216
		SP:Iteration 29Q (21544.640000 sec): 3 clusters
  Score: Raw -1793923.302011 + Penalty 3215.268596 = -1790708.033415
  nChanged 208
		SP:Iteration 30Q (21544.880000 sec): 3 clusters
  Score: Raw -1793976.287869 + Penalty 3215.268596 = -1790761.019274
  nChanged 184
		SP:Iteration 31Q (21545.130000 sec): 3 clusters
  Score: Raw -1794024.241937 + Penalty 3215.268596 = -1790808.973341
  nChanged 183
		SP:Iteration 32Q (21545.420000 sec): 3 clusters
  Score: Raw -1794068.473153 + Penalty 3215.268596 = -1790853.204557
  nChanged 162
		SP:Iteration 33Q (21545.740000 sec): 3 clusters
  Score: Raw -1794110.719778 + Penalty 3215.268596 = -1790895.451182
  nChanged 178
		SP:Iteration 34Q (21545.990000 sec): 3 clusters
  Score: Raw -1794157.891424 + Penalty 3215.268596 = -1790942.622828
  nChanged 158
		SP:Iteration 35Q (21546.280000 sec): 3 clusters
  Score: Raw -1794193.014636 + Penalty 3215.268596 = -1790977.746041
  nChanged 150
		SP:Iteration 36Q (21546.590000 sec): 3 clusters
  Score: Raw -1794224.223428 + Penalty 3215.268596 = -1791008.954832
  nChanged 140
		SP:Iteration 37Q (21546.910000 sec): 3 clusters
  Score: Raw -1794251.388315 + Penalty 3215.268596 = -1791036.119719
  nChanged 121
		SP:Iteration 38Q (21547.220000 sec): 3 clusters
  Score: Raw -1794270.711205 + Penalty 3215.268596 = -1791055.442610
  nChanged 94
		SP:Iteration 39Q (21547.510000 sec): 3 clusters
  Score: Raw -1794285.331896 + Penalty 3215.268596 = -1791070.063300
  nChanged 75
		SP:Iteration 40F (21547.790000 sec): 3 clusters
  Score: Raw -1794295.674389 + Penalty 3215.268596 = -1791080.405793
  nChanged 65
		SP:Iteration 41Q (21548.060000 sec): 3 clusters
  Score: Raw -1794304.482807 + Penalty 3215.268596 = -1791089.214211
  nChanged 74
		SP:Iteration 42Q (21548.390000 sec): 3 clusters
  Score: Raw -1794313.120760 + Penalty 3215.268596 = -1791097.852164
  nChanged 51
		SP:Iteration 43Q (21548.660000 sec): 3 clusters
  Score: Raw -1794318.495074 + Penalty 3215.268596 = -1791103.226478
  nChanged 41
		SP:Iteration 44Q (21548.920000 sec): 3 clusters
  Score: Raw -1794322.628675 + Penalty 3215.268596 = -1791107.360080
  nChanged 39
		SP:Iteration 45Q (21549.240000 sec): 3 clusters
  Score: Raw -1794326.051310 + Penalty 3215.268596 = -1791110.782714
  nChanged 37
		SP:Iteration 46Q (21549.540000 sec): 3 clusters
  Score: Raw -1794329.258156 + Penalty 3215.268596 = -1791113.989560
  nChanged 37
		SP:Iteration 47Q (21549.860000 sec): 3 clusters
  Score: Raw -1794332.892259 + Penalty 3215.268596 = -1791117.623664
  nChanged 31
		SP:Iteration 48Q (21550.130000 sec): 3 clusters
  Score: Raw -1794335.314147 + Penalty 3215.268596 = -1791120.045551
  nChanged 33
		SP:Iteration 49Q (21550.450000 sec): 3 clusters
  Score: Raw -1794337.958541 + Penalty 3215.268596 = -1791122.689945
  nChanged 23
		SP:Iteration 50Q (21550.740000 sec): 3 clusters
  Score: Raw -1794340.017426 + Penalty 3215.268596 = -1791124.748830
  nChanged 28
		SP:Iteration 51Q (21551.020000 sec): 3 clusters
  Score: Raw -1794342.441881 + Penalty 3215.268596 = -1791127.173285
  nChanged 21
		SP:Iteration 52Q (21551.310000 sec): 3 clusters
  Score: Raw -1794343.868125 + Penalty 3215.268596 = -1791128.599529
  nChanged 16
		SP:Iteration 53Q (21551.610000 sec): 3 clusters
  Score: Raw -1794344.755032 + Penalty 3215.268596 = -1791129.486437
  nChanged 7
		SP:Iteration 54Q (21551.860000 sec): 3 clusters
  Score: Raw -1794345.368071 + Penalty 3215.268596 = -1791130.099475
  nChanged 6
		SP:Iteration 55Q (21552.160000 sec): 3 clusters
  Score: Raw -1794345.727034 + Penalty 3215.268596 = -1791130.458439
  nChanged 8
		SP:Iteration 56Q (21552.440000 sec): 3 clusters
  Score: Raw -1794346.189237 + Penalty 3215.268596 = -1791130.920641
  nChanged 9
		SP:Iteration 57Q (21552.750000 sec): 3 clusters
  Score: Raw -1794346.843589 + Penalty 3215.268596 = -1791131.574993
  nChanged 7
		SP:Iteration 58Q (21553.060000 sec): 3 clusters
  Score: Raw -1794347.217194 + Penalty 3215.268596 = -1791131.948599
  nChanged 8
		SP:Iteration 59Q (21553.330000 sec): 3 clusters
  Score: Raw -1794347.733879 + Penalty 3215.268596 = -1791132.465284
  nChanged 12
		SP:Iteration 60F (21553.640000 sec): 3 clusters
  Score: Raw -1794348.464824 + Penalty 3215.268596 = -1791133.196229
  nChanged 7
		SP:Iteration 61Q (21553.930000 sec): 3 clusters
  Score: Raw -1794348.947193 + Penalty 3215.268596 = -1791133.678597
  nChanged 6
		SP:Iteration 62Q (21554.220000 sec): 3 clusters
  Score: Raw -1794349.323808 + Penalty 3215.268596 = -1791134.055212
  nChanged 6
		SP:Iteration 63Q (21554.500000 sec): 3 clusters
  Score: Raw -1794349.556157 + Penalty 3215.268596 = -1791134.287562
  nChanged 4
		SP:Iteration 64Q (21554.820000 sec): 3 clusters
  Score: Raw -1794349.765355 + Penalty 3215.268596 = -1791134.496760
  nChanged 5
		SP:Iteration 65Q (21555.080000 sec): 3 clusters
  Score: Raw -1794350.009700 + Penalty 3215.268596 = -1791134.741104
  nChanged 5
		SP:Iteration 66Q (21555.340000 sec): 3 clusters
  Score: Raw -1794350.193093 + Penalty 3215.268596 = -1791134.924497
  nChanged 4
		SP:Iteration 67Q (21555.710000 sec): 3 clusters
  Score: Raw -1794350.316187 + Penalty 3215.268596 = -1791135.047592
  nChanged 1
		SP:Iteration 68Q (21555.970000 sec): 3 clusters
  Score: Raw -1794350.355008 + Penalty 3215.268596 = -1791135.086413
  nChanged 0
		SP:Iteration 69F (21556.230000 sec): 3 clusters
  Score: Raw -1794350.355008 + Penalty 3215.268596 = -1791135.086413
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 6 (11853 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (21556.360000 sec): 2 clusters
  Score: Raw -989804.794339 + Penalty 1524.304645 = -988280.489694
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (21556.600000 sec): 3 clusters
  Score: Raw -982954.411592 + Penalty 3048.609291 = -979905.802301
  nChanged 5223
		SP:Iteration 1F (21556.820000 sec): 3 clusters
  Score: Raw -985957.036867 + Penalty 3048.609291 = -982908.427576
  nChanged 860
		SP:Iteration 2F (21557.070000 sec): 3 clusters
  Score: Raw -986502.954090 + Penalty 3048.609291 = -983454.344799
  nChanged 824
		SP:Iteration 3F (21557.350000 sec): 3 clusters
  Score: Raw -987081.570108 + Penalty 3048.609291 = -984032.960817
  nChanged 787
		SP:Iteration 4F (21557.550000 sec): 3 clusters
  Score: Raw -987679.753698 + Penalty 3048.609291 = -984631.144407
  nChanged 704
		SP:Iteration 5F (21557.760000 sec): 3 clusters
  Score: Raw -988177.732190 + Penalty 3048.609291 = -985129.122899
  nChanged 575
		SP:Iteration 6Q (21558.010000 sec): 3 clusters
  Score: Raw -988575.076739 + Penalty 3048.609291 = -985526.467449
  nChanged 457
		SP:Iteration 7Q (21558.200000 sec): 3 clusters
  Score: Raw -988890.816447 + Penalty 3048.609291 = -985842.207157
  nChanged 391
		SP:Iteration 8Q (21558.410000 sec): 3 clusters
  Score: Raw -989167.120820 + Penalty 3048.609291 = -986118.511529
  nChanged 317
		SP:Iteration 9Q (21558.650000 sec): 3 clusters
  Score: Raw -989407.877330 + Penalty 3048.609291 = -986359.268040
  nChanged 266
		SP:Iteration 10Q (21558.880000 sec): 3 clusters
  Score: Raw -989627.938216 + Penalty 3048.609291 = -986579.328925
  nChanged 218
		SP:Iteration 11Q (21559.120000 sec): 3 clusters
  Score: Raw -989779.595231 + Penalty 3048.609291 = -986730.985941
  nChanged 154
		SP:Iteration 12Q (21559.300000 sec): 3 clusters
  Score: Raw -989886.225950 + Penalty 3048.609291 = -986837.616659
  nChanged 150
		SP:Iteration 13Q (21559.580000 sec): 3 clusters
  Score: Raw -989993.277502 + Penalty 3048.609291 = -986944.668211
  nChanged 134
		SP:Iteration 14Q (21559.790000 sec): 3 clusters
  Score: Raw -990086.904771 + Penalty 3048.609291 = -987038.295480
  nChanged 110
		SP:Iteration 15Q (21559.990000 sec): 3 clusters
  Score: Raw -990163.084781 + Penalty 3048.609291 = -987114.475490
  nChanged 94
		SP:Iteration 16Q (21560.240000 sec): 3 clusters
  Score: Raw -990223.532343 + Penalty 3048.609291 = -987174.923052
  nChanged 78
		SP:Iteration 17Q (21560.460000 sec): 3 clusters
  Score: Raw -990270.974188 + Penalty 3048.609291 = -987222.364898
  nChanged 55
		SP:Iteration 18Q (21560.660000 sec): 3 clusters
  Score: Raw -990303.036697 + Penalty 3048.609291 = -987254.427406
  nChanged 54
		SP:Iteration 19Q (21560.870000 sec): 3 clusters
  Score: Raw -990334.118541 + Penalty 3048.609291 = -987285.509250
  nChanged 47
		SP:Iteration 20F (21561.050000 sec): 3 clusters
  Score: Raw -990364.436899 + Penalty 3048.609291 = -987315.827609
  nChanged 44
		SP:Iteration 21Q (21561.250000 sec): 3 clusters
  Score: Raw -990398.993631 + Penalty 3048.609291 = -987350.384340
  nChanged 49
		SP:Iteration 22Q (21561.480000 sec): 3 clusters
  Score: Raw -990434.736318 + Penalty 3048.609291 = -987386.127027
  nChanged 41
		SP:Iteration 23Q (21561.740000 sec): 3 clusters
  Score: Raw -990465.781027 + Penalty 3048.609291 = -987417.171736
  nChanged 41
		SP:Iteration 24Q (21561.980000 sec): 3 clusters
  Score: Raw -990505.629772 + Penalty 3048.609291 = -987457.020481
  nChanged 41
		SP:Iteration 25Q (21562.220000 sec): 3 clusters
  Score: Raw -990530.531311 + Penalty 3048.609291 = -987481.922020
  nChanged 27
		SP:Iteration 26Q (21562.440000 sec): 3 clusters
  Score: Raw -990545.961074 + Penalty 3048.609291 = -987497.351783
  nChanged 26
		SP:Iteration 27Q (21562.640000 sec): 3 clusters
  Score: Raw -990557.689905 + Penalty 3048.609291 = -987509.080614
  nChanged 14
		SP:Iteration 28Q (21562.850000 sec): 3 clusters
  Score: Raw -990563.109846 + Penalty 3048.609291 = -987514.500555
  nChanged 11
		SP:Iteration 29Q (21563.070000 sec): 3 clusters
  Score: Raw -990566.982256 + Penalty 3048.609291 = -987518.372965
  nChanged 4
		SP:Iteration 30Q (21563.250000 sec): 3 clusters
  Score: Raw -990569.129023 + Penalty 3048.609291 = -987520.519732
  nChanged 4
		SP:Iteration 31Q (21563.480000 sec): 3 clusters
  Score: Raw -990571.251212 + Penalty 3048.609291 = -987522.641922
  nChanged 7
		SP:Iteration 32Q (21563.740000 sec): 3 clusters
  Score: Raw -990575.161365 + Penalty 3048.609291 = -987526.552075
  nChanged 7
		SP:Iteration 33Q (21563.970000 sec): 3 clusters
  Score: Raw -990577.911060 + Penalty 3048.609291 = -987529.301770
  nChanged 5
		SP:Iteration 34Q (21564.170000 sec): 3 clusters
  Score: Raw -990579.242679 + Penalty 3048.609291 = -987530.633389
  nChanged 3
		SP:Iteration 35Q (21564.430000 sec): 3 clusters
  Score: Raw -990579.851208 + Penalty 3048.609291 = -987531.241918
  nChanged 0
		SP:Iteration 36F (21564.680000 sec): 3 clusters
  Score: Raw -990579.851208 + Penalty 3048.609291 = -987531.241918
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 7 (1503 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (21564.760000 sec): 2 clusters
  Score: Raw -114129.454511 + Penalty 1188.722988 = -112940.731522
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (21564.920000 sec): 3 clusters
  Score: Raw -113562.397788 + Penalty 2377.445977 = -111184.951811
  nChanged 519
		SP:Iteration 1F (21565.080000 sec): 3 clusters
  Score: Raw -114049.099262 + Penalty 2377.445977 = -111671.653285
  nChanged 154
		SP:Iteration 2F (21565.260000 sec): 3 clusters
  Score: Raw -114252.540280 + Penalty 2377.445977 = -111875.094303
  nChanged 96
		SP:Iteration 3F (21565.400000 sec): 3 clusters
  Score: Raw -114336.275573 + Penalty 2377.445977 = -111958.829596
  nChanged 61
		SP:Iteration 4Q (21565.520000 sec): 3 clusters
  Score: Raw -114401.629530 + Penalty 2377.445977 = -112024.183553
  nChanged 41
		SP:Iteration 5Q (21565.680000 sec): 3 clusters
  Score: Raw -114446.873425 + Penalty 2377.445977 = -112069.427448
  nChanged 35
		SP:Iteration 6Q (21565.840000 sec): 3 clusters
  Score: Raw -114475.425659 + Penalty 2377.445977 = -112097.979682
  nChanged 32
		SP:Iteration 7Q (21565.990000 sec): 3 clusters
  Score: Raw -114505.178784 + Penalty 2377.445977 = -112127.732807
  nChanged 26
		SP:Iteration 8Q (21566.180000 sec): 3 clusters
  Score: Raw -114536.134664 + Penalty 2377.445977 = -112158.688688
  nChanged 32
		SP:Iteration 9Q (21566.320000 sec): 3 clusters
  Score: Raw -114586.180066 + Penalty 2377.445977 = -112208.734090
  nChanged 36
		SP:Iteration 10Q (21566.510000 sec): 3 clusters
  Score: Raw -114665.905497 + Penalty 2377.445977 = -112288.459520
  nChanged 43
		SP:Iteration 11Q (21566.670000 sec): 3 clusters
  Score: Raw -114749.830186 + Penalty 2377.445977 = -112372.384209
  nChanged 41
		SP:Iteration 12Q (21566.860000 sec): 3 clusters
  Score: Raw -114805.788702 + Penalty 2377.445977 = -112428.342725
  nChanged 29
		SP:Iteration 13Q (21566.960000 sec): 3 clusters
  Score: Raw -114837.741905 + Penalty 2377.445977 = -112460.295929
  nChanged 26
		SP:Iteration 14Q (21567.130000 sec): 3 clusters
  Score: Raw -114870.815210 + Penalty 2377.445977 = -112493.369234
  nChanged 19
		SP:Iteration 15Q (21567.300000 sec): 3 clusters
  Score: Raw -114895.920215 + Penalty 2377.445977 = -112518.474239
  nChanged 24
		SP:Iteration 16Q (21567.420000 sec): 3 clusters
  Score: Raw -114922.050958 + Penalty 2377.445977 = -112544.604981
  nChanged 14
		SP:Iteration 17Q (21567.610000 sec): 3 clusters
  Score: Raw -114933.784155 + Penalty 2377.445977 = -112556.338178
  nChanged 7
		SP:Iteration 18Q (21567.760000 sec): 3 clusters
  Score: Raw -114941.420276 + Penalty 2377.445977 = -112563.974300
  nChanged 9
		SP:Iteration 19Q (21567.920000 sec): 3 clusters
  Score: Raw -114950.689492 + Penalty 2377.445977 = -112573.243516
  nChanged 6
		SP:Iteration 20F (21568.100000 sec): 3 clusters
  Score: Raw -114958.545881 + Penalty 2377.445977 = -112581.099904
  nChanged 10
		SP:Iteration 21Q (21568.210000 sec): 3 clusters
  Score: Raw -114965.876439 + Penalty 2377.445977 = -112588.430462
  nChanged 6
		SP:Iteration 22Q (21568.400000 sec): 3 clusters
  Score: Raw -114970.907447 + Penalty 2377.445977 = -112593.461470
  nChanged 3
		SP:Iteration 23Q (21568.520000 sec): 3 clusters
  Score: Raw -114973.287637 + Penalty 2377.445977 = -112595.841660
  nChanged 3
		SP:Iteration 24Q (21568.690000 sec): 3 clusters
  Score: Raw -114976.498499 + Penalty 2377.445977 = -112599.052523
  nChanged 3
		SP:Iteration 25Q (21568.880000 sec): 3 clusters
  Score: Raw -114978.677201 + Penalty 2377.445977 = -112601.231225
  nChanged 1
		SP:Iteration 26Q (21568.980000 sec): 3 clusters
  Score: Raw -114979.782587 + Penalty 2377.445977 = -112602.336610
  nChanged 2
		SP:Iteration 27Q (21569.190000 sec): 3 clusters
  Score: Raw -114981.362466 + Penalty 2377.445977 = -112603.916490
  nChanged 2
		SP:Iteration 28Q (21569.360000 sec): 3 clusters
  Score: Raw -114982.288530 + Penalty 2377.445977 = -112604.842553
  nChanged 2
		SP:Iteration 29Q (21569.520000 sec): 3 clusters
  Score: Raw -114984.452520 + Penalty 2377.445977 = -112607.006543
  nChanged 1
		SP:Iteration 30Q (21569.680000 sec): 3 clusters
  Score: Raw -114985.005837 + Penalty 2377.445977 = -112607.559860
  nChanged 1
		SP:Iteration 31Q (21569.800000 sec): 3 clusters
  Score: Raw -114985.438639 + Penalty 2377.445977 = -112607.992662
  nChanged 1
		SP:Iteration 32Q (21569.940000 sec): 3 clusters
  Score: Raw -114985.895710 + Penalty 2377.445977 = -112608.449733
  nChanged 0
		SP:Iteration 33F (21570.110000 sec): 3 clusters
  Score: Raw -114985.895710 + Penalty 2377.445977 = -112608.449733
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 8 (2059 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (21570.190000 sec): 2 clusters
  Score: Raw -175190.104338 + Penalty 1239.871052 = -173950.233285
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (21570.350000 sec): 3 clusters
  Score: Raw -174295.496871 + Penalty 2479.742105 = -171815.754766
  nChanged 775
		SP:Iteration 1F (21570.510000 sec): 3 clusters
  Score: Raw -174801.737726 + Penalty 2479.742105 = -172321.995621
  nChanged 139
		SP:Iteration 2F (21570.690000 sec): 3 clusters
  Score: Raw -174899.969459 + Penalty 2479.742105 = -172420.227354
  nChanged 93
		SP:Iteration 3Q (21570.840000 sec): 3 clusters
  Score: Raw -174957.442125 + Penalty 2479.742105 = -172477.700020
  nChanged 55
		SP:Iteration 4Q (21571.010000 sec): 3 clusters
  Score: Raw -174992.913633 + Penalty 2479.742105 = -172513.171528
  nChanged 32
		SP:Iteration 5Q (21571.180000 sec): 3 clusters
  Score: Raw -175014.213927 + Penalty 2479.742105 = -172534.471823
  nChanged 27
		SP:Iteration 6Q (21571.320000 sec): 3 clusters
  Score: Raw -175028.654269 + Penalty 2479.742105 = -172548.912164
  nChanged 28
		SP:Iteration 7Q (21571.490000 sec): 3 clusters
  Score: Raw -175041.040611 + Penalty 2479.742105 = -172561.298506
  nChanged 20
		SP:Iteration 8Q (21571.640000 sec): 3 clusters
  Score: Raw -175049.097295 + Penalty 2479.742105 = -172569.355190
  nChanged 15
		SP:Iteration 9Q (21571.820000 sec): 3 clusters
  Score: Raw -175057.908381 + Penalty 2479.742105 = -172578.166276
  nChanged 20
		SP:Iteration 10Q (21571.940000 sec): 3 clusters
  Score: Raw -175067.886198 + Penalty 2479.742105 = -172588.144093
  nChanged 18
		SP:Iteration 11Q (21572.100000 sec): 3 clusters
  Score: Raw -175080.167301 + Penalty 2479.742105 = -172600.425196
  nChanged 17
		SP:Iteration 12Q (21572.230000 sec): 3 clusters
  Score: Raw -175089.830096 + Penalty 2479.742105 = -172610.087991
  nChanged 18
		SP:Iteration 13Q (21572.360000 sec): 3 clusters
  Score: Raw -175099.333094 + Penalty 2479.742105 = -172619.590989
  nChanged 15
		SP:Iteration 14Q (21572.540000 sec): 3 clusters
  Score: Raw -175105.446875 + Penalty 2479.742105 = -172625.704770
  nChanged 19
		SP:Iteration 15Q (21572.740000 sec): 3 clusters
  Score: Raw -175113.568841 + Penalty 2479.742105 = -172633.826736
  nChanged 14
		SP:Iteration 16Q (21572.860000 sec): 3 clusters
  Score: Raw -175120.279941 + Penalty 2479.742105 = -172640.537836
  nChanged 16
		SP:Iteration 17Q (21573.030000 sec): 3 clusters
  Score: Raw -175126.399807 + Penalty 2479.742105 = -172646.657702
  nChanged 16
		SP:Iteration 18Q (21573.200000 sec): 3 clusters
  Score: Raw -175132.691700 + Penalty 2479.742105 = -172652.949595
  nChanged 16
		SP:Iteration 19Q (21573.400000 sec): 3 clusters
  Score: Raw -175138.816961 + Penalty 2479.742105 = -172659.074856
  nChanged 8
		SP:Iteration 20F (21573.560000 sec): 3 clusters
  Score: Raw -175140.986375 + Penalty 2479.742105 = -172661.244270
  nChanged 5
		SP:Iteration 21Q (21573.760000 sec): 3 clusters
  Score: Raw -175142.571102 + Penalty 2479.742105 = -172662.828997
  nChanged 7
		SP:Iteration 22Q (21573.890000 sec): 3 clusters
  Score: Raw -175144.986926 + Penalty 2479.742105 = -172665.244821
  nChanged 8
		SP:Iteration 23Q (21574.100000 sec): 3 clusters
  Score: Raw -175148.356582 + Penalty 2479.742105 = -172668.614477
  nChanged 5
		SP:Iteration 24Q (21574.240000 sec): 3 clusters
  Score: Raw -175150.039161 + Penalty 2479.742105 = -172670.297056
  nChanged 3
		SP:Iteration 25Q (21574.400000 sec): 3 clusters
  Score: Raw -175150.966386 + Penalty 2479.742105 = -172671.224281
  nChanged 5
		SP:Iteration 26Q (21574.560000 sec): 3 clusters
  Score: Raw -175154.181132 + Penalty 2479.742105 = -172674.439027
  nChanged 7
		SP:Iteration 27Q (21574.720000 sec): 3 clusters
  Score: Raw -175158.124357 + Penalty 2479.742105 = -172678.382252
  nChanged 7
		SP:Iteration 28Q (21574.940000 sec): 3 clusters
  Score: Raw -175161.880922 + Penalty 2479.742105 = -172682.138818
  nChanged 8
		SP:Iteration 29Q (21575.060000 sec): 3 clusters
  Score: Raw -175165.149371 + Penalty 2479.742105 = -172685.407266
  nChanged 5
		SP:Iteration 30Q (21575.240000 sec): 3 clusters
  Score: Raw -175167.595802 + Penalty 2479.742105 = -172687.853697
  nChanged 4
		SP:Iteration 31Q (21575.330000 sec): 3 clusters
  Score: Raw -175170.496041 + Penalty 2479.742105 = -172690.753937
  nChanged 5
		SP:Iteration 32Q (21575.410000 sec): 3 clusters
  Score: Raw -175172.826990 + Penalty 2479.742105 = -172693.084886
  nChanged 3
		SP:Iteration 33Q (21575.500000 sec): 3 clusters
  Score: Raw -175173.744406 + Penalty 2479.742105 = -172694.002301
  nChanged 2
		SP:Iteration 34Q (21575.670000 sec): 3 clusters
  Score: Raw -175174.289249 + Penalty 2479.742105 = -172694.547145
  nChanged 5
		SP:Iteration 35Q (21575.820000 sec): 3 clusters
  Score: Raw -175176.094503 + Penalty 2479.742105 = -172696.352398
  nChanged 5
		SP:Iteration 36Q (21575.980000 sec): 3 clusters
  Score: Raw -175179.195173 + Penalty 2479.742105 = -172699.453068
  nChanged 11
		SP:Iteration 37Q (21576.170000 sec): 3 clusters
  Score: Raw -175184.845983 + Penalty 2479.742105 = -172705.103878
  nChanged 13
		SP:Iteration 38Q (21576.330000 sec): 3 clusters
  Score: Raw -175189.707194 + Penalty 2479.742105 = -172709.965089
  nChanged 11
		SP:Iteration 39Q (21576.480000 sec): 3 clusters
  Score: Raw -175195.334909 + Penalty 2479.742105 = -172715.592804
  nChanged 15
		SP:Iteration 40F (21576.630000 sec): 3 clusters
  Score: Raw -175201.405343 + Penalty 2479.742105 = -172721.663238
  nChanged 12
		SP:Iteration 41Q (21576.780000 sec): 3 clusters
  Score: Raw -175207.511718 + Penalty 2479.742105 = -172727.769613
  nChanged 13
		SP:Iteration 42Q (21576.940000 sec): 3 clusters
  Score: Raw -175213.329368 + Penalty 2479.742105 = -172733.587263
  nChanged 20
		SP:Iteration 43Q (21577.100000 sec): 3 clusters
  Score: Raw -175223.278692 + Penalty 2479.742105 = -172743.536588
  nChanged 15
		SP:Iteration 44Q (21577.250000 sec): 3 clusters
  Score: Raw -175230.484469 + Penalty 2479.742105 = -172750.742364
  nChanged 11
		SP:Iteration 45Q (21577.450000 sec): 3 clusters
  Score: Raw -175235.219695 + Penalty 2479.742105 = -172755.477590
  nChanged 6
		SP:Iteration 46Q (21577.580000 sec): 3 clusters
  Score: Raw -175237.354613 + Penalty 2479.742105 = -172757.612508
  nChanged 6
		SP:Iteration 47Q (21577.740000 sec): 3 clusters
  Score: Raw -175241.237088 + Penalty 2479.742105 = -172761.494984
  nChanged 9
		SP:Iteration 48Q (21577.870000 sec): 3 clusters
  Score: Raw -175245.300635 + Penalty 2479.742105 = -172765.558530
  nChanged 5
		SP:Iteration 49Q (21578.040000 sec): 3 clusters
  Score: Raw -175247.970689 + Penalty 2479.742105 = -172768.228584
  nChanged 5
		SP:Iteration 50Q (21578.200000 sec): 3 clusters
  Score: Raw -175249.106260 + Penalty 2479.742105 = -172769.364155
  nChanged 2
		SP:Iteration 51Q (21578.380000 sec): 3 clusters
  Score: Raw -175249.618311 + Penalty 2479.742105 = -172769.876206
  nChanged 2
		SP:Iteration 52Q (21578.490000 sec): 3 clusters
  Score: Raw -175250.600019 + Penalty 2479.742105 = -172770.857914
  nChanged 2
		SP:Iteration 53Q (21578.650000 sec): 3 clusters
  Score: Raw -175250.859537 + Penalty 2479.742105 = -172771.117433
  nChanged 0
		SP:Iteration 54F (21578.760000 sec): 3 clusters
  Score: Raw -175250.859537 + Penalty 2479.742105 = -172771.117433
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 9 (24541 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (21579.010000 sec): 2 clusters
  Score: Raw -2214126.983036 + Penalty 1642.566326 = -2212484.416710
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (21579.340000 sec): 3 clusters
  Score: Raw -2199179.119340 + Penalty 3285.132652 = -2195893.986688
  nChanged 11258
		SP:Iteration 1F (21579.680000 sec): 3 clusters
  Score: Raw -2205306.489839 + Penalty 3285.132652 = -2202021.357187
  nChanged 1085
		SP:Iteration 2Q (21579.930000 sec): 3 clusters
  Score: Raw -2205648.030279 + Penalty 3285.132652 = -2202362.897627
  nChanged 989
		SP:Iteration 3Q (21580.260000 sec): 3 clusters
  Score: Raw -2205957.890778 + Penalty 3285.132652 = -2202672.758126
  nChanged 923
		SP:Iteration 4Q (21580.530000 sec): 3 clusters
  Score: Raw -2206279.101353 + Penalty 3285.132652 = -2202993.968701
  nChanged 932
		SP:Iteration 5Q (21580.860000 sec): 3 clusters
  Score: Raw -2206669.205364 + Penalty 3285.132652 = -2203384.072712
  nChanged 1045
		SP:Iteration 6Q (21581.180000 sec): 3 clusters
  Score: Raw -2207201.420934 + Penalty 3285.132652 = -2203916.288282
  nChanged 1144
		SP:Iteration 7Q (21581.510000 sec): 3 clusters
  Score: Raw -2207847.506420 + Penalty 3285.132652 = -2204562.373768
  nChanged 1230
		SP:Iteration 8F (21581.840000 sec): 3 clusters
  Score: Raw -2208626.898198 + Penalty 3285.132652 = -2205341.765546
  nChanged 1271
		SP:Iteration 9F (21582.160000 sec): 3 clusters
  Score: Raw -2209462.324215 + Penalty 3285.132652 = -2206177.191563
  nChanged 1186
		SP:Iteration 10Q (21582.470000 sec): 3 clusters
  Score: Raw -2210230.202196 + Penalty 3285.132652 = -2206945.069544
  nChanged 993
		SP:Iteration 11Q (21582.810000 sec): 3 clusters
  Score: Raw -2210876.800473 + Penalty 3285.132652 = -2207591.667822
  nChanged 893
		SP:Iteration 12Q (21583.140000 sec): 3 clusters
  Score: Raw -2211410.004391 + Penalty 3285.132652 = -2208124.871739
  nChanged 746
		SP:Iteration 13Q (21583.440000 sec): 3 clusters
  Score: Raw -2211849.795673 + Penalty 3285.132652 = -2208564.663021
  nChanged 659
		SP:Iteration 14Q (21583.770000 sec): 3 clusters
  Score: Raw -2212257.339131 + Penalty 3285.132652 = -2208972.206479
  nChanged 579
		SP:Iteration 15Q (21584.060000 sec): 3 clusters
  Score: Raw -2212601.014631 + Penalty 3285.132652 = -2209315.881979
  nChanged 521
		SP:Iteration 16Q (21584.340000 sec): 3 clusters
  Score: Raw -2212921.210139 + Penalty 3285.132652 = -2209636.077488
  nChanged 450
		SP:Iteration 17Q (21584.630000 sec): 3 clusters
  Score: Raw -2213209.265852 + Penalty 3285.132652 = -2209924.133200
  nChanged 377
		SP:Iteration 18Q (21584.880000 sec): 3 clusters
  Score: Raw -2213446.937794 + Penalty 3285.132652 = -2210161.805142
  nChanged 303
		SP:Iteration 19Q (21585.170000 sec): 3 clusters
  Score: Raw -2213648.472898 + Penalty 3285.132652 = -2210363.340246
  nChanged 253
		SP:Iteration 20F (21585.500000 sec): 3 clusters
  Score: Raw -2213820.808845 + Penalty 3285.132652 = -2210535.676193
  nChanged 219
		SP:Iteration 21Q (21585.760000 sec): 3 clusters
  Score: Raw -2213972.408206 + Penalty 3285.132652 = -2210687.275554
  nChanged 159
		SP:Iteration 22Q (21586.050000 sec): 3 clusters
  Score: Raw -2214069.976352 + Penalty 3285.132652 = -2210784.843701
  nChanged 106
		SP:Iteration 23Q (21586.340000 sec): 3 clusters
  Score: Raw -2214128.895557 + Penalty 3285.132652 = -2210843.762905
  nChanged 72
		SP:Iteration 24Q (21586.610000 sec): 3 clusters
  Score: Raw -2214169.944386 + Penalty 3285.132652 = -2210884.811734
  nChanged 50
		SP:Iteration 25Q (21586.850000 sec): 3 clusters
  Score: Raw -2214202.249904 + Penalty 3285.132652 = -2210917.117252
  nChanged 46
		SP:Iteration 26Q (21587.130000 sec): 3 clusters
  Score: Raw -2214232.060436 + Penalty 3285.132652 = -2210946.927784
  nChanged 30
		SP:Iteration 27Q (21587.440000 sec): 3 clusters
  Score: Raw -2214256.398964 + Penalty 3285.132652 = -2210971.266313
  nChanged 33
		SP:Iteration 28Q (21587.700000 sec): 3 clusters
  Score: Raw -2214282.735073 + Penalty 3285.132652 = -2210997.602421
  nChanged 22
		SP:Iteration 29Q (21587.950000 sec): 3 clusters
  Score: Raw -2214299.665984 + Penalty 3285.132652 = -2211014.533332
  nChanged 10
		SP:Iteration 30Q (21588.180000 sec): 3 clusters
  Score: Raw -2214307.851947 + Penalty 3285.132652 = -2211022.719295
  nChanged 14
		SP:Iteration 31Q (21588.450000 sec): 3 clusters
  Score: Raw -2214321.086942 + Penalty 3285.132652 = -2211035.954290
  nChanged 16
		SP:Iteration 32Q (21588.700000 sec): 3 clusters
  Score: Raw -2214332.629614 + Penalty 3285.132652 = -2211047.496962
  nChanged 15
		SP:Iteration 33Q (21588.920000 sec): 3 clusters
  Score: Raw -2214343.293809 + Penalty 3285.132652 = -2211058.161158
  nChanged 11
		SP:Iteration 34Q (21589.220000 sec): 3 clusters
  Score: Raw -2214351.329029 + Penalty 3285.132652 = -2211066.196377
  nChanged 7
		SP:Iteration 35Q (21589.520000 sec): 3 clusters
  Score: Raw -2214355.216648 + Penalty 3285.132652 = -2211070.083996
  nChanged 6
		SP:Iteration 36Q (21589.790000 sec): 3 clusters
  Score: Raw -2214358.758109 + Penalty 3285.132652 = -2211073.625458
  nChanged 2
		SP:Iteration 37Q (21590.050000 sec): 3 clusters
  Score: Raw -2214360.560896 + Penalty 3285.132652 = -2211075.428244
  nChanged 2
		SP:Iteration 38Q (21590.340000 sec): 3 clusters
  Score: Raw -2214362.067879 + Penalty 3285.132652 = -2211076.935227
  nChanged 1
		SP:Iteration 39Q (21590.660000 sec): 3 clusters
  Score: Raw -2214362.691928 + Penalty 3285.132652 = -2211077.559277
  nChanged 2
		SP:Iteration 40F (21590.910000 sec): 3 clusters
  Score: Raw -2214363.874098 + Penalty 3285.132652 = -2211078.741446
  nChanged 4
		SP:Iteration 41Q (21591.200000 sec): 3 clusters
  Score: Raw -2214365.073546 + Penalty 3285.132652 = -2211079.940894
  nChanged 0
		SP:Iteration 42F (21591.500000 sec): 3 clusters
  Score: Raw -2214365.073546 + Penalty 3285.132652 = -2211079.940894
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 10 (2371 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (21591.610000 sec): 2 clusters
  Score: Raw -195856.940342 + Penalty 1262.798401 = -194594.141941
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (21591.710000 sec): 3 clusters
  Score: Raw -194791.856539 + Penalty 2525.596803 = -192266.259736
  nChanged 899
		SP:Iteration 1F (21591.850000 sec): 3 clusters
  Score: Raw -195457.176405 + Penalty 2525.596803 = -192931.579602
  nChanged 264
		SP:Iteration 2F (21592.000000 sec): 3 clusters
  Score: Raw -195777.918836 + Penalty 2525.596803 = -193252.322033
  nChanged 185
		SP:Iteration 3F (21592.140000 sec): 3 clusters
  Score: Raw -195989.325326 + Penalty 2525.596803 = -193463.728523
  nChanged 128
		SP:Iteration 4F (21592.240000 sec): 3 clusters
  Score: Raw -196106.419133 + Penalty 2525.596803 = -193580.822330
  nChanged 81
		SP:Iteration 5Q (21592.330000 sec): 3 clusters
  Score: Raw -196164.553907 + Penalty 2525.596803 = -193638.957104
  nChanged 61
		SP:Iteration 6Q (21592.480000 sec): 3 clusters
  Score: Raw -196217.225687 + Penalty 2525.596803 = -193691.628884
  nChanged 49
		SP:Iteration 7Q (21592.570000 sec): 3 clusters
  Score: Raw -196259.037219 + Penalty 2525.596803 = -193733.440416
  nChanged 45
		SP:Iteration 8Q (21592.710000 sec): 3 clusters
  Score: Raw -196296.931310 + Penalty 2525.596803 = -193771.334507
  nChanged 44
		SP:Iteration 9Q (21592.860000 sec): 3 clusters
  Score: Raw -196324.603682 + Penalty 2525.596803 = -193799.006879
  nChanged 31
		SP:Iteration 10Q (21592.960000 sec): 3 clusters
  Score: Raw -196346.584887 + Penalty 2525.596803 = -193820.988084
  nChanged 33
		SP:Iteration 11Q (21593.050000 sec): 3 clusters
  Score: Raw -196368.039704 + Penalty 2525.596803 = -193842.442901
  nChanged 29
		SP:Iteration 12Q (21593.200000 sec): 3 clusters
  Score: Raw -196383.433193 + Penalty 2525.596803 = -193857.836390
  nChanged 28
		SP:Iteration 13Q (21593.290000 sec): 3 clusters
  Score: Raw -196396.938950 + Penalty 2525.596803 = -193871.342147
  nChanged 20
		SP:Iteration 14Q (21593.390000 sec): 3 clusters
  Score: Raw -196407.212513 + Penalty 2525.596803 = -193881.615710
  nChanged 21
		SP:Iteration 15Q (21593.480000 sec): 3 clusters
  Score: Raw -196422.852318 + Penalty 2525.596803 = -193897.255515
  nChanged 19
		SP:Iteration 16Q (21593.580000 sec): 3 clusters
  Score: Raw -196433.016880 + Penalty 2525.596803 = -193907.420077
  nChanged 20
		SP:Iteration 17Q (21593.680000 sec): 3 clusters
  Score: Raw -196442.398453 + Penalty 2525.596803 = -193916.801650
  nChanged 17
		SP:Iteration 18Q (21593.770000 sec): 3 clusters
  Score: Raw -196455.215500 + Penalty 2525.596803 = -193929.618697
  nChanged 23
		SP:Iteration 19Q (21593.920000 sec): 3 clusters
  Score: Raw -196467.963596 + Penalty 2525.596803 = -193942.366793
  nChanged 15
		SP:Iteration 20F (21594.010000 sec): 3 clusters
  Score: Raw -196476.764914 + Penalty 2525.596803 = -193951.168111
  nChanged 14
		SP:Iteration 21Q (21594.110000 sec): 3 clusters
  Score: Raw -196486.622063 + Penalty 2525.596803 = -193961.025260
  nChanged 19
		SP:Iteration 22Q (21594.200000 sec): 3 clusters
  Score: Raw -196495.732195 + Penalty 2525.596803 = -193970.135392
  nChanged 12
		SP:Iteration 23Q (21594.300000 sec): 3 clusters
  Score: Raw -196502.079888 + Penalty 2525.596803 = -193976.483085
  nChanged 12
		SP:Iteration 24Q (21594.400000 sec): 3 clusters
  Score: Raw -196510.615881 + Penalty 2525.596803 = -193985.019078
  nChanged 17
		SP:Iteration 25Q (21594.490000 sec): 3 clusters
  Score: Raw -196522.178902 + Penalty 2525.596803 = -193996.582099
  nChanged 21
		SP:Iteration 26Q (21594.590000 sec): 3 clusters
  Score: Raw -196538.046344 + Penalty 2525.596803 = -194012.449541
  nChanged 22
		SP:Iteration 27Q (21594.680000 sec): 3 clusters
  Score: Raw -196549.505660 + Penalty 2525.596803 = -194023.908857
  nChanged 20
		SP:Iteration 28Q (21594.780000 sec): 3 clusters
  Score: Raw -196559.594337 + Penalty 2525.596803 = -194033.997534
  nChanged 18
		SP:Iteration 29Q (21594.880000 sec): 3 clusters
  Score: Raw -196569.471859 + Penalty 2525.596803 = -194043.875056
  nChanged 20
		SP:Iteration 30Q (21594.970000 sec): 3 clusters
  Score: Raw -196580.920249 + Penalty 2525.596803 = -194055.323446
  nChanged 21
		SP:Iteration 31Q (21595.070000 sec): 3 clusters
  Score: Raw -196596.979067 + Penalty 2525.596803 = -194071.382264
  nChanged 22
		SP:Iteration 32Q (21595.160000 sec): 3 clusters
  Score: Raw -196614.178635 + Penalty 2525.596803 = -194088.581832
  nChanged 24
		SP:Iteration 33Q (21595.310000 sec): 3 clusters
  Score: Raw -196630.722719 + Penalty 2525.596803 = -194105.125916
  nChanged 21
		SP:Iteration 34Q (21595.440000 sec): 3 clusters
  Score: Raw -196647.909144 + Penalty 2525.596803 = -194122.312341
  nChanged 16
		SP:Iteration 35Q (21595.590000 sec): 3 clusters
  Score: Raw -196658.787988 + Penalty 2525.596803 = -194133.191185
  nChanged 15
		SP:Iteration 36Q (21595.690000 sec): 3 clusters
  Score: Raw -196669.648364 + Penalty 2525.596803 = -194144.051561
  nChanged 9
		SP:Iteration 37Q (21595.780000 sec): 3 clusters
  Score: Raw -196676.153440 + Penalty 2525.596803 = -194150.556637
  nChanged 10
		SP:Iteration 38Q (21595.880000 sec): 3 clusters
  Score: Raw -196684.330771 + Penalty 2525.596803 = -194158.733968
  nChanged 9
		SP:Iteration 39Q (21596.020000 sec): 3 clusters
  Score: Raw -196692.855089 + Penalty 2525.596803 = -194167.258287
  nChanged 16
		SP:Iteration 40F (21596.120000 sec): 3 clusters
  Score: Raw -196713.280279 + Penalty 2525.596803 = -194187.683476
  nChanged 18
		SP:Iteration 41Q (21596.260000 sec): 3 clusters
  Score: Raw -196730.635190 + Penalty 2525.596803 = -194205.038387
  nChanged 12
		SP:Iteration 42Q (21596.410000 sec): 3 clusters
  Score: Raw -196741.603196 + Penalty 2525.596803 = -194216.006393
  nChanged 17
		SP:Iteration 43Q (21596.550000 sec): 3 clusters
  Score: Raw -196756.166473 + Penalty 2525.596803 = -194230.569670
  nChanged 16
		SP:Iteration 44Q (21596.690000 sec): 3 clusters
  Score: Raw -196764.906919 + Penalty 2525.596803 = -194239.310116
  nChanged 15
		SP:Iteration 45Q (21596.780000 sec): 3 clusters
  Score: Raw -196774.711756 + Penalty 2525.596803 = -194249.114953
  nChanged 20
		SP:Iteration 46Q (21596.900000 sec): 3 clusters
  Score: Raw -196791.908936 + Penalty 2525.596803 = -194266.312133
  nChanged 19
		SP:Iteration 47Q (21597.040000 sec): 3 clusters
  Score: Raw -196806.575588 + Penalty 2525.596803 = -194280.978785
  nChanged 22
		SP:Iteration 48Q (21597.140000 sec): 3 clusters
  Score: Raw -196822.571498 + Penalty 2525.596803 = -194296.974695
  nChanged 18
		SP:Iteration 49Q (21597.280000 sec): 3 clusters
  Score: Raw -196837.359513 + Penalty 2525.596803 = -194311.762710
  nChanged 17
		SP:Iteration 50Q (21597.370000 sec): 3 clusters
  Score: Raw -196853.731953 + Penalty 2525.596803 = -194328.135150
  nChanged 24
		SP:Iteration 51Q (21597.520000 sec): 3 clusters
  Score: Raw -196869.827700 + Penalty 2525.596803 = -194344.230897
  nChanged 18
		SP:Iteration 52Q (21597.650000 sec): 3 clusters
  Score: Raw -196882.600320 + Penalty 2525.596803 = -194357.003517
  nChanged 13
		SP:Iteration 53Q (21597.800000 sec): 3 clusters
  Score: Raw -196894.178069 + Penalty 2525.596803 = -194368.581266
  nChanged 7
		SP:Iteration 54Q (21597.940000 sec): 3 clusters
  Score: Raw -196903.018481 + Penalty 2525.596803 = -194377.421678
  nChanged 9
		SP:Iteration 55Q (21598.090000 sec): 3 clusters
  Score: Raw -196909.643864 + Penalty 2525.596803 = -194384.047061
  nChanged 7
		SP:Iteration 56Q (21598.220000 sec): 3 clusters
  Score: Raw -196913.643518 + Penalty 2525.596803 = -194388.046715
  nChanged 8
		SP:Iteration 57Q (21598.310000 sec): 3 clusters
  Score: Raw -196920.087549 + Penalty 2525.596803 = -194394.490746
  nChanged 10
		SP:Iteration 58Q (21598.460000 sec): 3 clusters
  Score: Raw -196925.472059 + Penalty 2525.596803 = -194399.875256
  nChanged 7
		SP:Iteration 59Q (21598.550000 sec): 3 clusters
  Score: Raw -196929.893949 + Penalty 2525.596803 = -194404.297146
  nChanged 7
		SP:Iteration 60F (21598.720000 sec): 3 clusters
  Score: Raw -196933.390605 + Penalty 2525.596803 = -194407.793802
  nChanged 3
		SP:Iteration 61Q (21598.850000 sec): 3 clusters
  Score: Raw -196934.424536 + Penalty 2525.596803 = -194408.827733
  nChanged 3
		SP:Iteration 62Q (21598.990000 sec): 3 clusters
  Score: Raw -196937.525094 + Penalty 2525.596803 = -194411.928291
  nChanged 4
		SP:Iteration 63Q (21599.140000 sec): 3 clusters
  Score: Raw -196940.396428 + Penalty 2525.596803 = -194414.799625
  nChanged 3
		SP:Iteration 64Q (21599.280000 sec): 3 clusters
  Score: Raw -196942.479387 + Penalty 2525.596803 = -194416.882584
  nChanged 1
		SP:Iteration 65Q (21599.430000 sec): 3 clusters
  Score: Raw -196942.921349 + Penalty 2525.596803 = -194417.324546
  nChanged 0
		SP:Iteration 66F (21599.530000 sec): 3 clusters
  Score: Raw -196942.921349 + Penalty 2525.596803 = -194417.324546
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 11 (7927 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (21599.660000 sec): 2 clusters
  Score: Raw -768230.152325 + Penalty 1458.929864 = -766771.222460
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (21599.810000 sec): 3 clusters
  Score: Raw -763900.150138 + Penalty 2917.859728 = -760982.290409
  nChanged 3341
		SP:Iteration 1F (21600.000000 sec): 3 clusters
  Score: Raw -765630.537613 + Penalty 2917.859728 = -762712.677884
  nChanged 481
		SP:Iteration 2F (21600.220000 sec): 3 clusters
  Score: Raw -765837.154120 + Penalty 2917.859728 = -762919.294391
  nChanged 361
		SP:Iteration 3Q (21600.400000 sec): 3 clusters
  Score: Raw -765979.545742 + Penalty 2917.859728 = -763061.686014
  nChanged 286
		SP:Iteration 4Q (21600.540000 sec): 3 clusters
  Score: Raw -766087.498591 + Penalty 2917.859728 = -763169.638863
  nChanged 242
		SP:Iteration 5Q (21600.730000 sec): 3 clusters
  Score: Raw -766185.254627 + Penalty 2917.859728 = -763267.394899
  nChanged 264
		SP:Iteration 6Q (21600.880000 sec): 3 clusters
  Score: Raw -766302.973381 + Penalty 2917.859728 = -763385.113653
  nChanged 252
		SP:Iteration 7Q (21601.020000 sec): 3 clusters
  Score: Raw -766415.311164 + Penalty 2917.859728 = -763497.451436
  nChanged 251
		SP:Iteration 8Q (21601.170000 sec): 3 clusters
  Score: Raw -766528.324388 + Penalty 2917.859728 = -763610.464660
  nChanged 275
		SP:Iteration 9Q (21601.320000 sec): 3 clusters
  Score: Raw -766676.077181 + Penalty 2917.859728 = -763758.217453
  nChanged 301
		SP:Iteration 10Q (21601.510000 sec): 3 clusters
  Score: Raw -766865.358940 + Penalty 2917.859728 = -763947.499212
  nChanged 346
		SP:Iteration 11Q (21601.720000 sec): 3 clusters
  Score: Raw -767098.846666 + Penalty 2917.859728 = -764180.986938
  nChanged 355
		SP:Iteration 12Q (21601.900000 sec): 3 clusters
  Score: Raw -767357.008815 + Penalty 2917.859728 = -764439.149087
  nChanged 313
		SP:Iteration 13Q (21602.010000 sec): 3 clusters
  Score: Raw -767613.642103 + Penalty 2917.859728 = -764695.782375
  nChanged 288
		SP:Iteration 14Q (21602.200000 sec): 3 clusters
  Score: Raw -767860.822859 + Penalty 2917.859728 = -764942.963131
  nChanged 208
		SP:Iteration 15Q (21602.340000 sec): 3 clusters
  Score: Raw -768043.921465 + Penalty 2917.859728 = -765126.061737
  nChanged 139
		SP:Iteration 16Q (21602.540000 sec): 3 clusters
  Score: Raw -768166.133453 + Penalty 2917.859728 = -765248.273725
  nChanged 86
		SP:Iteration 17Q (21602.640000 sec): 3 clusters
  Score: Raw -768244.547370 + Penalty 2917.859728 = -765326.687641
  nChanged 59
		SP:Iteration 18Q (21602.820000 sec): 3 clusters
  Score: Raw -768302.365257 + Penalty 2917.859728 = -765384.505529
  nChanged 29
		SP:Iteration 19Q (21603.000000 sec): 3 clusters
  Score: Raw -768338.208868 + Penalty 2917.859728 = -765420.349140
  nChanged 28
		SP:Iteration 20F (21603.170000 sec): 3 clusters
  Score: Raw -768365.876001 + Penalty 2917.859728 = -765448.016273
  nChanged 17
		SP:Iteration 21Q (21603.360000 sec): 3 clusters
  Score: Raw -768383.899116 + Penalty 2917.859728 = -765466.039388
  nChanged 12
		SP:Iteration 22Q (21603.500000 sec): 3 clusters
  Score: Raw -768398.328639 + Penalty 2917.859728 = -765480.468911
  nChanged 7
		SP:Iteration 23Q (21603.680000 sec): 3 clusters
  Score: Raw -768407.175262 + Penalty 2917.859728 = -765489.315534
  nChanged 6
		SP:Iteration 24Q (21603.880000 sec): 3 clusters
  Score: Raw -768414.018567 + Penalty 2917.859728 = -765496.158839
  nChanged 6
		SP:Iteration 25Q (21604.050000 sec): 3 clusters
  Score: Raw -768420.660481 + Penalty 2917.859728 = -765502.800753
  nChanged 9
		SP:Iteration 26Q (21604.260000 sec): 3 clusters
  Score: Raw -768432.062384 + Penalty 2917.859728 = -765514.202656
  nChanged 8
		SP:Iteration 27Q (21604.460000 sec): 3 clusters
  Score: Raw -768442.374353 + Penalty 2917.859728 = -765524.514625
  nChanged 5
		SP:Iteration 28Q (21604.560000 sec): 3 clusters
  Score: Raw -768447.771512 + Penalty 2917.859728 = -765529.911784
  nChanged 1
		SP:Iteration 29Q (21604.690000 sec): 3 clusters
  Score: Raw -768448.518995 + Penalty 2917.859728 = -765530.659267
  nChanged 1
		SP:Iteration 30Q (21604.860000 sec): 3 clusters
  Score: Raw -768448.961540 + Penalty 2917.859728 = -765531.101812
  nChanged 0
		SP:Iteration 31F (21605.050000 sec): 3 clusters
  Score: Raw -768448.961540 + Penalty 2917.859728 = -765531.101812
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 12 (21861 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (21605.240000 sec): 2 clusters
  Score: Raw -2073347.178211 + Penalty 1623.774670 = -2071723.403541
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (21605.520000 sec): 3 clusters
  Score: Raw -2060236.623659 + Penalty 3247.549340 = -2056989.074320
  nChanged 9807
		SP:Iteration 1F (21605.790000 sec): 3 clusters
  Score: Raw -2065552.657367 + Penalty 3247.549340 = -2062305.108028
  nChanged 1054
		SP:Iteration 2Q (21606.060000 sec): 3 clusters
  Score: Raw -2065923.475878 + Penalty 3247.549340 = -2062675.926539
  nChanged 1001
		SP:Iteration 3Q (21606.390000 sec): 3 clusters
  Score: Raw -2066331.679481 + Penalty 3247.549340 = -2063084.130142
  nChanged 1016
		SP:Iteration 4Q (21606.720000 sec): 3 clusters
  Score: Raw -2066779.075541 + Penalty 3247.549340 = -2063531.526201
  nChanged 1195
		SP:Iteration 5F (21607.020000 sec): 3 clusters
  Score: Raw -2067442.341478 + Penalty 3247.549340 = -2064194.792139
  nChanged 1309
		SP:Iteration 6F (21607.250000 sec): 3 clusters
  Score: Raw -2068295.798135 + Penalty 3247.549340 = -2065048.248795
  nChanged 1409
		SP:Iteration 7F (21607.540000 sec): 3 clusters
  Score: Raw -2069384.380874 + Penalty 3247.549340 = -2066136.831534
  nChanged 1369
		SP:Iteration 8F (21607.780000 sec): 3 clusters
  Score: Raw -2070553.751251 + Penalty 3247.549340 = -2067306.201912
  nChanged 1163
		SP:Iteration 9F (21608.120000 sec): 3 clusters
  Score: Raw -2071611.421679 + Penalty 3247.549340 = -2068363.872339
  nChanged 855
		SP:Iteration 10Q (21608.480000 sec): 3 clusters
  Score: Raw -2072406.192208 + Penalty 3247.549340 = -2069158.642868
  nChanged 511
		SP:Iteration 11Q (21608.750000 sec): 3 clusters
  Score: Raw -2072869.283208 + Penalty 3247.549340 = -2069621.733868
  nChanged 324
		SP:Iteration 12Q (21609.020000 sec): 3 clusters
  Score: Raw -2073153.381604 + Penalty 3247.549340 = -2069905.832265
  nChanged 206
		SP:Iteration 13Q (21609.300000 sec): 3 clusters
  Score: Raw -2073332.107488 + Penalty 3247.549340 = -2070084.558149
  nChanged 131
		SP:Iteration 14Q (21609.630000 sec): 3 clusters
  Score: Raw -2073439.603291 + Penalty 3247.549340 = -2070192.053951
  nChanged 88
		SP:Iteration 15Q (21609.840000 sec): 3 clusters
  Score: Raw -2073508.966084 + Penalty 3247.549340 = -2070261.416745
  nChanged 62
		SP:Iteration 16Q (21610.130000 sec): 3 clusters
  Score: Raw -2073566.868813 + Penalty 3247.549340 = -2070319.319473
  nChanged 42
		SP:Iteration 17Q (21610.360000 sec): 3 clusters
  Score: Raw -2073601.314201 + Penalty 3247.549340 = -2070353.764862
  nChanged 32
		SP:Iteration 18Q (21610.610000 sec): 3 clusters
  Score: Raw -2073623.524377 + Penalty 3247.549340 = -2070375.975038
  nChanged 27
		SP:Iteration 19Q (21610.890000 sec): 3 clusters
  Score: Raw -2073641.659514 + Penalty 3247.549340 = -2070394.110174
  nChanged 19
		SP:Iteration 20F (21611.170000 sec): 3 clusters
  Score: Raw -2073651.472353 + Penalty 3247.549340 = -2070403.923013
  nChanged 14
		SP:Iteration 21Q (21611.460000 sec): 3 clusters
  Score: Raw -2073659.291876 + Penalty 3247.549340 = -2070411.742536
  nChanged 11
		SP:Iteration 22Q (21611.710000 sec): 3 clusters
  Score: Raw -2073665.062484 + Penalty 3247.549340 = -2070417.513144
  nChanged 6
		SP:Iteration 23Q (21611.990000 sec): 3 clusters
  Score: Raw -2073667.295801 + Penalty 3247.549340 = -2070419.746461
  nChanged 4
		SP:Iteration 24Q (21612.280000 sec): 3 clusters
  Score: Raw -2073669.124201 + Penalty 3247.549340 = -2070421.574862
  nChanged 0
		SP:Iteration 25F (21612.550000 sec): 3 clusters
  Score: Raw -2073669.124201 + Penalty 3247.549340 = -2070421.574862
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 13 (1426 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (21612.640000 sec): 2 clusters
  Score: Raw -108981.095373 + Penalty 1180.177148 = -107800.918225
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (21612.820000 sec): 3 clusters
  Score: Raw -108466.449257 + Penalty 2360.354295 = -106106.094962
  nChanged 463
		SP:Iteration 1F (21612.920000 sec): 3 clusters
  Score: Raw -108981.143120 + Penalty 2360.354295 = -106620.788825
  nChanged 152
		SP:Iteration 2F (21613.070000 sec): 3 clusters
  Score: Raw -109169.283272 + Penalty 2360.354295 = -106808.928977
  nChanged 92
		SP:Iteration 3F (21613.240000 sec): 3 clusters
  Score: Raw -109297.961496 + Penalty 2360.354295 = -106937.607200
  nChanged 56
		SP:Iteration 4Q (21613.320000 sec): 3 clusters
  Score: Raw -109373.222198 + Penalty 2360.354295 = -107012.867902
  nChanged 50
		SP:Iteration 5Q (21613.470000 sec): 3 clusters
  Score: Raw -109438.130904 + Penalty 2360.354295 = -107077.776608
  nChanged 42
		SP:Iteration 6Q (21613.570000 sec): 3 clusters
  Score: Raw -109481.848824 + Penalty 2360.354295 = -107121.494528
  nChanged 29
		SP:Iteration 7Q (21613.660000 sec): 3 clusters
  Score: Raw -109508.513023 + Penalty 2360.354295 = -107148.158728
  nChanged 16
		SP:Iteration 8Q (21613.820000 sec): 3 clusters
  Score: Raw -109524.358334 + Penalty 2360.354295 = -107164.004039
  nChanged 16
		SP:Iteration 9Q (21613.910000 sec): 3 clusters
  Score: Raw -109541.169972 + Penalty 2360.354295 = -107180.815676
  nChanged 10
		SP:Iteration 10Q (21614.010000 sec): 3 clusters
  Score: Raw -109551.613101 + Penalty 2360.354295 = -107191.258806
  nChanged 12
		SP:Iteration 11Q (21614.100000 sec): 3 clusters
  Score: Raw -109570.876724 + Penalty 2360.354295 = -107210.522429
  nChanged 13
		SP:Iteration 12Q (21614.190000 sec): 3 clusters
  Score: Raw -109581.464860 + Penalty 2360.354295 = -107221.110565
  nChanged 12
		SP:Iteration 13Q (21614.290000 sec): 3 clusters
  Score: Raw -109590.478920 + Penalty 2360.354295 = -107230.124625
  nChanged 7
		SP:Iteration 14Q (21614.390000 sec): 3 clusters
  Score: Raw -109596.041009 + Penalty 2360.354295 = -107235.686714
  nChanged 3
		SP:Iteration 15Q (21614.500000 sec): 3 clusters
  Score: Raw -109599.468867 + Penalty 2360.354295 = -107239.114572
  nChanged 5
		SP:Iteration 16Q (21614.600000 sec): 3 clusters
  Score: Raw -109602.817809 + Penalty 2360.354295 = -107242.463513
  nChanged 2
		SP:Iteration 17Q (21614.760000 sec): 3 clusters
  Score: Raw -109605.598837 + Penalty 2360.354295 = -107245.244542
  nChanged 0
		SP:Iteration 18F (21614.850000 sec): 3 clusters
  Score: Raw -109605.598837 + Penalty 2360.354295 = -107245.244542
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 14 (20727 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (21615.070000 sec): 2 clusters
  Score: Raw -1876802.461340 + Penalty 1615.118778 = -1875187.342562
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (21615.330000 sec): 3 clusters
  Score: Raw -1864309.580421 + Penalty 3230.237555 = -1861079.342866
  nChanged 9296
		SP:Iteration 1F (21615.590000 sec): 3 clusters
  Score: Raw -1869374.883824 + Penalty 3230.237555 = -1866144.646269
  nChanged 1031
		SP:Iteration 2Q (21615.910000 sec): 3 clusters
  Score: Raw -1869779.969916 + Penalty 3230.237555 = -1866549.732361
  nChanged 984
		SP:Iteration 3Q (21616.160000 sec): 3 clusters
  Score: Raw -1870160.420737 + Penalty 3230.237555 = -1866930.183182
  nChanged 968
		SP:Iteration 4Q (21616.400000 sec): 3 clusters
  Score: Raw -1870559.988160 + Penalty 3230.237555 = -1867329.750605
  nChanged 959
		SP:Iteration 5Q (21616.690000 sec): 3 clusters
  Score: Raw -1870977.120952 + Penalty 3230.237555 = -1867746.883397
  nChanged 913
		SP:Iteration 6Q (21617.000000 sec): 3 clusters
  Score: Raw -1871388.102924 + Penalty 3230.237555 = -1868157.865369
  nChanged 923
		SP:Iteration 7Q (21617.250000 sec): 3 clusters
  Score: Raw -1871859.525674 + Penalty 3230.237555 = -1868629.288119
  nChanged 906
		SP:Iteration 8Q (21617.460000 sec): 3 clusters
  Score: Raw -1872379.147951 + Penalty 3230.237555 = -1869148.910396
  nChanged 910
		SP:Iteration 9Q (21617.730000 sec): 3 clusters
  Score: Raw -1872947.612768 + Penalty 3230.237555 = -1869717.375213
  nChanged 913
		SP:Iteration 10Q (21618.050000 sec): 3 clusters
  Score: Raw -1873570.329655 + Penalty 3230.237555 = -1870340.092100
  nChanged 982
		SP:Iteration 11Q (21618.310000 sec): 3 clusters
  Score: Raw -1874292.824082 + Penalty 3230.237555 = -1871062.586527
  nChanged 911
		SP:Iteration 12Q (21618.600000 sec): 3 clusters
  Score: Raw -1874922.749271 + Penalty 3230.237555 = -1871692.511716
  nChanged 802
		SP:Iteration 13Q (21618.910000 sec): 3 clusters
  Score: Raw -1875448.358657 + Penalty 3230.237555 = -1872218.121102
  nChanged 678
		SP:Iteration 14Q (21619.200000 sec): 3 clusters
  Score: Raw -1875867.744569 + Penalty 3230.237555 = -1872637.507013
  nChanged 561
		SP:Iteration 15Q (21619.450000 sec): 3 clusters
  Score: Raw -1876184.575569 + Penalty 3230.237555 = -1872954.338014
  nChanged 444
		SP:Iteration 16Q (21619.780000 sec): 3 clusters
  Score: Raw -1876428.552806 + Penalty 3230.237555 = -1873198.315251
  nChanged 358
		SP:Iteration 17Q (21620.020000 sec): 3 clusters
  Score: Raw -1876617.624072 + Penalty 3230.237555 = -1873387.386517
  nChanged 262
		SP:Iteration 18Q (21620.270000 sec): 3 clusters
  Score: Raw -1876746.074946 + Penalty 3230.237555 = -1873515.837391
  nChanged 199
		SP:Iteration 19Q (21620.540000 sec): 3 clusters
  Score: Raw -1876848.825569 + Penalty 3230.237555 = -1873618.588014
  nChanged 153
		SP:Iteration 20F (21620.780000 sec): 3 clusters
  Score: Raw -1876915.756405 + Penalty 3230.237555 = -1873685.518850
  nChanged 110
		SP:Iteration 21Q (21621.020000 sec): 3 clusters
  Score: Raw -1876957.968081 + Penalty 3230.237555 = -1873727.730526
  nChanged 88
		SP:Iteration 22Q (21621.300000 sec): 3 clusters
  Score: Raw -1876990.091789 + Penalty 3230.237555 = -1873759.854233
  nChanged 71
		SP:Iteration 23Q (21621.540000 sec): 3 clusters
  Score: Raw -1877016.967982 + Penalty 3230.237555 = -1873786.730427
  nChanged 76
		SP:Iteration 24Q (21621.800000 sec): 3 clusters
  Score: Raw -1877045.872477 + Penalty 3230.237555 = -1873815.634922
  nChanged 61
		SP:Iteration 25Q (21622.080000 sec): 3 clusters
  Score: Raw -1877069.971005 + Penalty 3230.237555 = -1873839.733450
  nChanged 56
		SP:Iteration 26Q (21622.320000 sec): 3 clusters
  Score: Raw -1877094.458650 + Penalty 3230.237555 = -1873864.221095
  nChanged 55
		SP:Iteration 27Q (21622.580000 sec): 3 clusters
  Score: Raw -1877116.707579 + Penalty 3230.237555 = -1873886.470024
  nChanged 39
		SP:Iteration 28Q (21622.840000 sec): 3 clusters
  Score: Raw -1877133.365061 + Penalty 3230.237555 = -1873903.127506
  nChanged 35
		SP:Iteration 29Q (21623.120000 sec): 3 clusters
  Score: Raw -1877147.344580 + Penalty 3230.237555 = -1873917.107025
  nChanged 34
		SP:Iteration 30Q (21623.380000 sec): 3 clusters
  Score: Raw -1877159.000508 + Penalty 3230.237555 = -1873928.762953
  nChanged 21
		SP:Iteration 31Q (21623.650000 sec): 3 clusters
  Score: Raw -1877165.187661 + Penalty 3230.237555 = -1873934.950106
  nChanged 7
		SP:Iteration 32Q (21623.870000 sec): 3 clusters
  Score: Raw -1877166.946218 + Penalty 3230.237555 = -1873936.708663
  nChanged 9
		SP:Iteration 33Q (21624.170000 sec): 3 clusters
  Score: Raw -1877169.497236 + Penalty 3230.237555 = -1873939.259681
  nChanged 8
		SP:Iteration 34Q (21624.440000 sec): 3 clusters
  Score: Raw -1877171.945793 + Penalty 3230.237555 = -1873941.708238
  nChanged 12
		SP:Iteration 35Q (21624.720000 sec): 3 clusters
  Score: Raw -1877176.326193 + Penalty 3230.237555 = -1873946.088638
  nChanged 14
		SP:Iteration 36Q (21624.970000 sec): 3 clusters
  Score: Raw -1877180.449463 + Penalty 3230.237555 = -1873950.211908
  nChanged 11
		SP:Iteration 37Q (21625.210000 sec): 3 clusters
  Score: Raw -1877184.233672 + Penalty 3230.237555 = -1873953.996117
  nChanged 14
		SP:Iteration 38Q (21625.470000 sec): 3 clusters
  Score: Raw -1877189.652162 + Penalty 3230.237555 = -1873959.414606
  nChanged 12
		SP:Iteration 39Q (21625.770000 sec): 3 clusters
  Score: Raw -1877194.456468 + Penalty 3230.237555 = -1873964.218912
  nChanged 16
		SP:Iteration 40F (21625.990000 sec): 3 clusters
  Score: Raw -1877200.474503 + Penalty 3230.237555 = -1873970.236948
  nChanged 15
		SP:Iteration 41Q (21626.300000 sec): 3 clusters
  Score: Raw -1877204.724740 + Penalty 3230.237555 = -1873974.487185
  nChanged 13
		SP:Iteration 42Q (21626.560000 sec): 3 clusters
  Score: Raw -1877207.914495 + Penalty 3230.237555 = -1873977.676940
  nChanged 10
		SP:Iteration 43Q (21626.800000 sec): 3 clusters
  Score: Raw -1877211.205272 + Penalty 3230.237555 = -1873980.967717
  nChanged 13
		SP:Iteration 44Q (21627.020000 sec): 3 clusters
  Score: Raw -1877215.061922 + Penalty 3230.237555 = -1873984.824367
  nChanged 6
		SP:Iteration 45Q (21627.210000 sec): 3 clusters
  Score: Raw -1877216.820790 + Penalty 3230.237555 = -1873986.583235
  nChanged 8
		SP:Iteration 46Q (21627.460000 sec): 3 clusters
  Score: Raw -1877219.050007 + Penalty 3230.237555 = -1873988.812452
  nChanged 5
		SP:Iteration 47Q (21627.740000 sec): 3 clusters
  Score: Raw -1877220.215329 + Penalty 3230.237555 = -1873989.977774
  nChanged 3
		SP:Iteration 48Q (21627.930000 sec): 3 clusters
  Score: Raw -1877221.042955 + Penalty 3230.237555 = -1873990.805400
  nChanged 1
		SP:Iteration 49Q (21628.140000 sec): 3 clusters
  Score: Raw -1877221.250351 + Penalty 3230.237555 = -1873991.012796
  nChanged 1
		SP:Iteration 50Q (21628.380000 sec): 3 clusters
  Score: Raw -1877221.395679 + Penalty 3230.237555 = -1873991.158124
  nChanged 0
		SP:Iteration 51F (21628.670000 sec): 3 clusters
  Score: Raw -1877221.395679 + Penalty 3230.237555 = -1873991.158124
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 15 (17721 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (21628.810000 sec): 2 clusters
  Score: Raw -1454454.198784 + Penalty 1589.657169 = -1452864.541615
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (21629.070000 sec): 3 clusters
  Score: Raw -1443899.454330 + Penalty 3179.314338 = -1440720.139991
  nChanged 7985
		SP:Iteration 1F (21629.340000 sec): 3 clusters
  Score: Raw -1448377.051693 + Penalty 3179.314338 = -1445197.737355
  nChanged 1155
		SP:Iteration 2F (21629.600000 sec): 3 clusters
  Score: Raw -1449061.268443 + Penalty 3179.314338 = -1445881.954105
  nChanged 1183
		SP:Iteration 3F (21629.800000 sec): 3 clusters
  Score: Raw -1449854.604730 + Penalty 3179.314338 = -1446675.290392
  nChanged 1242
		SP:Iteration 4F (21630.060000 sec): 3 clusters
  Score: Raw -1450753.311644 + Penalty 3179.314338 = -1447573.997305
  nChanged 1203
		SP:Iteration 5F (21630.280000 sec): 3 clusters
  Score: Raw -1451650.325966 + Penalty 3179.314338 = -1448471.011627
  nChanged 1126
		SP:Iteration 6F (21630.520000 sec): 3 clusters
  Score: Raw -1452520.819013 + Penalty 3179.314338 = -1449341.504675
  nChanged 884
		SP:Iteration 7Q (21630.780000 sec): 3 clusters
  Score: Raw -1453174.644609 + Penalty 3179.314338 = -1449995.330271
  nChanged 674
		SP:Iteration 8Q (21631.000000 sec): 3 clusters
  Score: Raw -1453647.820289 + Penalty 3179.314338 = -1450468.505951
  nChanged 502
		SP:Iteration 9Q (21631.240000 sec): 3 clusters
  Score: Raw -1453972.532475 + Penalty 3179.314338 = -1450793.218137
  nChanged 379
		SP:Iteration 10Q (21631.490000 sec): 3 clusters
  Score: Raw -1454243.025291 + Penalty 3179.314338 = -1451063.710953
  nChanged 298
		SP:Iteration 11Q (21631.730000 sec): 3 clusters
  Score: Raw -1454456.788069 + Penalty 3179.314338 = -1451277.473731
  nChanged 240
		SP:Iteration 12Q (21632.000000 sec): 3 clusters
  Score: Raw -1454612.340750 + Penalty 3179.314338 = -1451433.026412
  nChanged 181
		SP:Iteration 13Q (21632.280000 sec): 3 clusters
  Score: Raw -1454713.655085 + Penalty 3179.314338 = -1451534.340747
  nChanged 144
		SP:Iteration 14Q (21632.520000 sec): 3 clusters
  Score: Raw -1454782.772738 + Penalty 3179.314338 = -1451603.458400
  nChanged 111
		SP:Iteration 15Q (21632.760000 sec): 3 clusters
  Score: Raw -1454832.360929 + Penalty 3179.314338 = -1451653.046590
  nChanged 85
		SP:Iteration 16Q (21632.980000 sec): 3 clusters
  Score: Raw -1454868.108920 + Penalty 3179.314338 = -1451688.794582
  nChanged 71
		SP:Iteration 17Q (21633.230000 sec): 3 clusters
  Score: Raw -1454891.384139 + Penalty 3179.314338 = -1451712.069800
  nChanged 49
		SP:Iteration 18Q (21633.460000 sec): 3 clusters
  Score: Raw -1454902.837185 + Penalty 3179.314338 = -1451723.522847
  nChanged 34
		SP:Iteration 19Q (21633.650000 sec): 3 clusters
  Score: Raw -1454913.027209 + Penalty 3179.314338 = -1451733.712871
  nChanged 20
		SP:Iteration 20F (21633.880000 sec): 3 clusters
  Score: Raw -1454918.992579 + Penalty 3179.314338 = -1451739.678241
  nChanged 15
		SP:Iteration 21Q (21634.130000 sec): 3 clusters
  Score: Raw -1454922.487067 + Penalty 3179.314338 = -1451743.172729
  nChanged 11
		SP:Iteration 22Q (21634.320000 sec): 3 clusters
  Score: Raw -1454924.822523 + Penalty 3179.314338 = -1451745.508185
  nChanged 14
		SP:Iteration 23Q (21634.570000 sec): 3 clusters
  Score: Raw -1454928.594068 + Penalty 3179.314338 = -1451749.279729
  nChanged 17
		SP:Iteration 24Q (21634.790000 sec): 3 clusters
  Score: Raw -1454931.911481 + Penalty 3179.314338 = -1451752.597143
  nChanged 11
		SP:Iteration 25Q (21635.070000 sec): 3 clusters
  Score: Raw -1454934.819644 + Penalty 3179.314338 = -1451755.505306
  nChanged 13
		SP:Iteration 26Q (21635.300000 sec): 3 clusters
  Score: Raw -1454938.996217 + Penalty 3179.314338 = -1451759.681879
  nChanged 12
		SP:Iteration 27Q (21635.520000 sec): 3 clusters
  Score: Raw -1454942.233014 + Penalty 3179.314338 = -1451762.918676
  nChanged 13
		SP:Iteration 28Q (21635.770000 sec): 3 clusters
  Score: Raw -1454945.335765 + Penalty 3179.314338 = -1451766.021426
  nChanged 8
		SP:Iteration 29Q (21635.990000 sec): 3 clusters
  Score: Raw -1454946.805067 + Penalty 3179.314338 = -1451767.490729
  nChanged 7
		SP:Iteration 30Q (21636.220000 sec): 3 clusters
  Score: Raw -1454948.096032 + Penalty 3179.314338 = -1451768.781694
  nChanged 6
		SP:Iteration 31Q (21636.490000 sec): 3 clusters
  Score: Raw -1454949.538763 + Penalty 3179.314338 = -1451770.224424
  nChanged 3
		SP:Iteration 32Q (21636.730000 sec): 3 clusters
  Score: Raw -1454950.935421 + Penalty 3179.314338 = -1451771.621083
  nChanged 5
		SP:Iteration 33Q (21636.970000 sec): 3 clusters
  Score: Raw -1454951.904731 + Penalty 3179.314338 = -1451772.590393
  nChanged 2
		SP:Iteration 34Q (21637.210000 sec): 3 clusters
  Score: Raw -1454952.125366 + Penalty 3179.314338 = -1451772.811027
  nChanged 2
		SP:Iteration 35Q (21637.510000 sec): 3 clusters
  Score: Raw -1454952.656870 + Penalty 3179.314338 = -1451773.342531
  nChanged 2
		SP:Iteration 36Q (21637.730000 sec): 3 clusters
  Score: Raw -1454952.945577 + Penalty 3179.314338 = -1451773.631239
  nChanged 1
		SP:Iteration 37Q (21637.980000 sec): 3 clusters
  Score: Raw -1454953.057324 + Penalty 3179.314338 = -1451773.742986
  nChanged 1
		SP:Iteration 38Q (21638.190000 sec): 3 clusters
  Score: Raw -1454953.447536 + Penalty 3179.314338 = -1451774.133198
  nChanged 3
		SP:Iteration 39Q (21638.430000 sec): 3 clusters
  Score: Raw -1454953.719590 + Penalty 3179.314338 = -1451774.405252
  nChanged 2
		SP:Iteration 40F (21638.670000 sec): 3 clusters
  Score: Raw -1454954.104659 + Penalty 3179.314338 = -1451774.790321
  nChanged 2
		SP:Iteration 41Q (21638.950000 sec): 3 clusters
  Score: Raw -1454954.309944 + Penalty 3179.314338 = -1451774.995606
  nChanged 0
		SP:Iteration 42F (21639.220000 sec): 3 clusters
  Score: Raw -1454954.309944 + Penalty 3179.314338 = -1451774.995606
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 16 (4493 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (21639.330000 sec): 2 clusters
  Score: Raw -369221.130960 + Penalty 1366.669835 = -367854.461125
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (21639.510000 sec): 3 clusters
  Score: Raw -366979.365755 + Penalty 2733.339670 = -364246.026085
  nChanged 1809
		SP:Iteration 1F (21639.700000 sec): 3 clusters
  Score: Raw -368289.057212 + Penalty 2733.339670 = -365555.717542
  nChanged 413
		SP:Iteration 2F (21639.850000 sec): 3 clusters
  Score: Raw -368695.949719 + Penalty 2733.339670 = -365962.610048
  nChanged 331
		SP:Iteration 3F (21640.010000 sec): 3 clusters
  Score: Raw -368978.864314 + Penalty 2733.339670 = -366245.524644
  nChanged 252
		SP:Iteration 4F (21640.220000 sec): 3 clusters
  Score: Raw -369142.991902 + Penalty 2733.339670 = -366409.652231
  nChanged 170
		SP:Iteration 5Q (21640.410000 sec): 3 clusters
  Score: Raw -369233.324633 + Penalty 2733.339670 = -366499.984962
  nChanged 134
		SP:Iteration 6Q (21640.540000 sec): 3 clusters
  Score: Raw -369313.436084 + Penalty 2733.339670 = -366580.096413
  nChanged 121
		SP:Iteration 7Q (21640.700000 sec): 3 clusters
  Score: Raw -369374.967669 + Penalty 2733.339670 = -366641.627999
  nChanged 131
		SP:Iteration 8Q (21640.840000 sec): 3 clusters
  Score: Raw -369443.370624 + Penalty 2733.339670 = -366710.030954
  nChanged 98
		SP:Iteration 9Q (21641.020000 sec): 3 clusters
  Score: Raw -369497.678522 + Penalty 2733.339670 = -366764.338852
  nChanged 82
		SP:Iteration 10Q (21641.180000 sec): 3 clusters
  Score: Raw -369549.503058 + Penalty 2733.339670 = -366816.163387
  nChanged 107
		SP:Iteration 11Q (21641.350000 sec): 3 clusters
  Score: Raw -369615.999242 + Penalty 2733.339670 = -366882.659572
  nChanged 105
		SP:Iteration 12Q (21641.480000 sec): 3 clusters
  Score: Raw -369677.932505 + Penalty 2733.339670 = -366944.592834
  nChanged 94
		SP:Iteration 13Q (21641.680000 sec): 3 clusters
  Score: Raw -369729.780635 + Penalty 2733.339670 = -366996.440965
  nChanged 85
		SP:Iteration 14Q (21641.810000 sec): 3 clusters
  Score: Raw -369769.473201 + Penalty 2733.339670 = -367036.133530
  nChanged 72
		SP:Iteration 15Q (21641.970000 sec): 3 clusters
  Score: Raw -369796.685610 + Penalty 2733.339670 = -367063.345940
  nChanged 39
		SP:Iteration 16Q (21642.080000 sec): 3 clusters
  Score: Raw -369809.933205 + Penalty 2733.339670 = -367076.593534
  nChanged 29
		SP:Iteration 17Q (21642.260000 sec): 3 clusters
  Score: Raw -369818.704762 + Penalty 2733.339670 = -367085.365092
  nChanged 26
		SP:Iteration 18Q (21642.390000 sec): 3 clusters
  Score: Raw -369825.275185 + Penalty 2733.339670 = -367091.935515
  nChanged 21
		SP:Iteration 19Q (21642.580000 sec): 3 clusters
  Score: Raw -369831.351958 + Penalty 2733.339670 = -367098.012287
  nChanged 23
		SP:Iteration 20F (21642.770000 sec): 3 clusters
  Score: Raw -369838.974946 + Penalty 2733.339670 = -367105.635275
  nChanged 19
		SP:Iteration 21Q (21642.940000 sec): 3 clusters
  Score: Raw -369843.193711 + Penalty 2733.339670 = -367109.854040
  nChanged 15
		SP:Iteration 22Q (21643.090000 sec): 3 clusters
  Score: Raw -369846.778287 + Penalty 2733.339670 = -367113.438616
  nChanged 14
		SP:Iteration 23Q (21643.270000 sec): 3 clusters
  Score: Raw -369850.249203 + Penalty 2733.339670 = -367116.909532
  nChanged 8
		SP:Iteration 24Q (21643.450000 sec): 3 clusters
  Score: Raw -369851.692130 + Penalty 2733.339670 = -367118.352459
  nChanged 10
		SP:Iteration 25Q (21643.650000 sec): 3 clusters
  Score: Raw -369854.268988 + Penalty 2733.339670 = -367120.929318
  nChanged 12
		SP:Iteration 26Q (21643.830000 sec): 3 clusters
  Score: Raw -369857.668191 + Penalty 2733.339670 = -367124.328520
  nChanged 15
		SP:Iteration 27Q (21643.970000 sec): 3 clusters
  Score: Raw -369862.858350 + Penalty 2733.339670 = -367129.518680
  nChanged 27
		SP:Iteration 28Q (21644.140000 sec): 3 clusters
  Score: Raw -369872.227842 + Penalty 2733.339670 = -367138.888172
  nChanged 21
		SP:Iteration 29Q (21644.300000 sec): 3 clusters
  Score: Raw -369877.716043 + Penalty 2733.339670 = -367144.376373
  nChanged 13
		SP:Iteration 30Q (21644.420000 sec): 3 clusters
  Score: Raw -369884.224175 + Penalty 2733.339670 = -367150.884505
  nChanged 20
		SP:Iteration 31Q (21644.620000 sec): 3 clusters
  Score: Raw -369889.392327 + Penalty 2733.339670 = -367156.052657
  nChanged 12
		SP:Iteration 32Q (21644.750000 sec): 3 clusters
  Score: Raw -369892.372642 + Penalty 2733.339670 = -367159.032972
  nChanged 10
		SP:Iteration 33Q (21644.930000 sec): 3 clusters
  Score: Raw -369895.610680 + Penalty 2733.339670 = -367162.271010
  nChanged 10
		SP:Iteration 34Q (21645.110000 sec): 3 clusters
  Score: Raw -369898.516660 + Penalty 2733.339670 = -367165.176990
  nChanged 10
		SP:Iteration 35Q (21645.280000 sec): 3 clusters
  Score: Raw -369902.249356 + Penalty 2733.339670 = -367168.909685
  nChanged 9
		SP:Iteration 36Q (21645.450000 sec): 3 clusters
  Score: Raw -369903.869344 + Penalty 2733.339670 = -367170.529674
  nChanged 6
		SP:Iteration 37Q (21645.620000 sec): 3 clusters
  Score: Raw -369905.184816 + Penalty 2733.339670 = -367171.845146
  nChanged 5
		SP:Iteration 38Q (21645.770000 sec): 3 clusters
  Score: Raw -369906.305098 + Penalty 2733.339670 = -367172.965428
  nChanged 4
		SP:Iteration 39Q (21645.880000 sec): 3 clusters
  Score: Raw -369907.653741 + Penalty 2733.339670 = -367174.314070
  nChanged 3
		SP:Iteration 40F (21645.970000 sec): 3 clusters
  Score: Raw -369908.868125 + Penalty 2733.339670 = -367175.528454
  nChanged 4
		SP:Iteration 41Q (21646.150000 sec): 3 clusters
  Score: Raw -369910.054509 + Penalty 2733.339670 = -367176.714838
  nChanged 3
		SP:Iteration 42Q (21646.310000 sec): 3 clusters
  Score: Raw -369910.530724 + Penalty 2733.339670 = -367177.191054
  nChanged 2
		SP:Iteration 43Q (21646.480000 sec): 3 clusters
  Score: Raw -369911.069900 + Penalty 2733.339670 = -367177.730229
  nChanged 4
		SP:Iteration 44Q (21646.650000 sec): 3 clusters
  Score: Raw -369912.085558 + Penalty 2733.339670 = -367178.745888
  nChanged 6
		SP:Iteration 45Q (21646.760000 sec): 3 clusters
  Score: Raw -369913.780245 + Penalty 2733.339670 = -367180.440574
  nChanged 1
		SP:Iteration 46Q (21646.940000 sec): 3 clusters
  Score: Raw -369913.937754 + Penalty 2733.339670 = -367180.598084
  nChanged 0
		SP:Iteration 47F (21647.110000 sec): 3 clusters
  Score: Raw -369913.937754 + Penalty 2733.339670 = -367180.598084
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 17 (3894 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (21647.170000 sec): 2 clusters
  Score: Raw -347655.077180 + Penalty 1343.418730 = -346311.658450
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (21647.300000 sec): 3 clusters
  Score: Raw -345698.246889 + Penalty 2686.837460 = -343011.409429
  nChanged 1522
		SP:Iteration 1F (21647.480000 sec): 3 clusters
  Score: Raw -346618.435884 + Penalty 2686.837460 = -343931.598423
  nChanged 292
		SP:Iteration 2F (21647.650000 sec): 3 clusters
  Score: Raw -346879.765237 + Penalty 2686.837460 = -344192.927777
  nChanged 294
		SP:Iteration 3F (21647.820000 sec): 3 clusters
  Score: Raw -347175.177223 + Penalty 2686.837460 = -344488.339762
  nChanged 281
		SP:Iteration 4F (21647.990000 sec): 3 clusters
  Score: Raw -347496.534565 + Penalty 2686.837460 = -344809.697105
  nChanged 306
		SP:Iteration 5F (21648.120000 sec): 3 clusters
  Score: Raw -347776.379270 + Penalty 2686.837460 = -345089.541809
  nChanged 246
		SP:Iteration 6F (21648.270000 sec): 3 clusters
  Score: Raw -347963.042140 + Penalty 2686.837460 = -345276.204679
  nChanged 157
		SP:Iteration 7Q (21648.410000 sec): 3 clusters
  Score: Raw -348073.980750 + Penalty 2686.837460 = -345387.143289
  nChanged 119
		SP:Iteration 8Q (21648.560000 sec): 3 clusters
  Score: Raw -348146.161693 + Penalty 2686.837460 = -345459.324233
  nChanged 82
		SP:Iteration 9Q (21648.660000 sec): 3 clusters
  Score: Raw -348188.376836 + Penalty 2686.837460 = -345501.539375
  nChanged 50
		SP:Iteration 10Q (21648.810000 sec): 3 clusters
  Score: Raw -348214.427119 + Penalty 2686.837460 = -345527.589658
  nChanged 37
		SP:Iteration 11Q (21648.940000 sec): 3 clusters
  Score: Raw -348232.252431 + Penalty 2686.837460 = -345545.414971
  nChanged 27
		SP:Iteration 12Q (21649.140000 sec): 3 clusters
  Score: Raw -348245.599979 + Penalty 2686.837460 = -345558.762518
  nChanged 33
		SP:Iteration 13Q (21649.320000 sec): 3 clusters
  Score: Raw -348262.232486 + Penalty 2686.837460 = -345575.395025
  nChanged 28
		SP:Iteration 14Q (21649.500000 sec): 3 clusters
  Score: Raw -348278.014045 + Penalty 2686.837460 = -345591.176585
  nChanged 26
		SP:Iteration 15Q (21649.650000 sec): 3 clusters
  Score: Raw -348290.845597 + Penalty 2686.837460 = -345604.008136
  nChanged 24
		SP:Iteration 16Q (21649.750000 sec): 3 clusters
  Score: Raw -348301.488202 + Penalty 2686.837460 = -345614.650741
  nChanged 17
		SP:Iteration 17Q (21649.910000 sec): 3 clusters
  Score: Raw -348306.345925 + Penalty 2686.837460 = -345619.508465
  nChanged 15
		SP:Iteration 18Q (21650.050000 sec): 3 clusters
  Score: Raw -348312.283915 + Penalty 2686.837460 = -345625.446455
  nChanged 18
		SP:Iteration 19Q (21650.190000 sec): 3 clusters
  Score: Raw -348319.838949 + Penalty 2686.837460 = -345633.001489
  nChanged 20
		SP:Iteration 20F (21650.370000 sec): 3 clusters
  Score: Raw -348327.008182 + Penalty 2686.837460 = -345640.170722
  nChanged 10
		SP:Iteration 21Q (21650.530000 sec): 3 clusters
  Score: Raw -348331.582863 + Penalty 2686.837460 = -345644.745402
  nChanged 9
		SP:Iteration 22Q (21650.690000 sec): 3 clusters
  Score: Raw -348334.455982 + Penalty 2686.837460 = -345647.618522
  nChanged 7
		SP:Iteration 23Q (21650.840000 sec): 3 clusters
  Score: Raw -348338.239946 + Penalty 2686.837460 = -345651.402486
  nChanged 13
		SP:Iteration 24Q (21650.980000 sec): 3 clusters
  Score: Raw -348344.996730 + Penalty 2686.837460 = -345658.159269
  nChanged 10
		SP:Iteration 25Q (21651.210000 sec): 3 clusters
  Score: Raw -348347.852319 + Penalty 2686.837460 = -345661.014858
  nChanged 7
		SP:Iteration 26Q (21651.360000 sec): 3 clusters
  Score: Raw -348349.176395 + Penalty 2686.837460 = -345662.338934
  nChanged 4
		SP:Iteration 27Q (21651.490000 sec): 3 clusters
  Score: Raw -348350.874799 + Penalty 2686.837460 = -345664.037339
  nChanged 6
		SP:Iteration 28Q (21651.660000 sec): 3 clusters
  Score: Raw -348351.961186 + Penalty 2686.837460 = -345665.123726
  nChanged 1
		SP:Iteration 29Q (21651.840000 sec): 3 clusters
  Score: Raw -348352.130209 + Penalty 2686.837460 = -345665.292748
  nChanged 1
		SP:Iteration 30Q (21652.010000 sec): 3 clusters
  Score: Raw -348352.326831 + Penalty 2686.837460 = -345665.489370
  nChanged 1
		SP:Iteration 31Q (21652.180000 sec): 3 clusters
  Score: Raw -348352.729678 + Penalty 2686.837460 = -345665.892218
  nChanged 4
		SP:Iteration 32Q (21652.310000 sec): 3 clusters
  Score: Raw -348354.176353 + Penalty 2686.837460 = -345667.338893
  nChanged 0
		SP:Iteration 33F (21652.490000 sec): 3 clusters
  Score: Raw -348354.176353 + Penalty 2686.837460 = -345667.338893
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 18 (3477 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (21652.550000 sec): 2 clusters
  Score: Raw -279320.969299 + Penalty 1325.012834 = -277995.956465
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (21652.750000 sec): 3 clusters
  Score: Raw -277656.772798 + Penalty 2650.025668 = -275006.747130
  nChanged 1351
		SP:Iteration 1F (21652.930000 sec): 3 clusters
  Score: Raw -278640.802259 + Penalty 2650.025668 = -275990.776592
  nChanged 361
		SP:Iteration 2F (21653.040000 sec): 3 clusters
  Score: Raw -279019.608537 + Penalty 2650.025668 = -276369.582870
  nChanged 277
		SP:Iteration 3F (21653.180000 sec): 3 clusters
  Score: Raw -279256.792913 + Penalty 2650.025668 = -276606.767245
  nChanged 191
		SP:Iteration 4F (21653.360000 sec): 3 clusters
  Score: Raw -279400.182700 + Penalty 2650.025668 = -276750.157032
  nChanged 146
		SP:Iteration 5Q (21653.460000 sec): 3 clusters
  Score: Raw -279489.427877 + Penalty 2650.025668 = -276839.402209
  nChanged 102
		SP:Iteration 6Q (21653.640000 sec): 3 clusters
  Score: Raw -279543.535810 + Penalty 2650.025668 = -276893.510142
  nChanged 74
		SP:Iteration 7Q (21653.760000 sec): 3 clusters
  Score: Raw -279576.729088 + Penalty 2650.025668 = -276926.703420
  nChanged 59
		SP:Iteration 8Q (21653.950000 sec): 3 clusters
  Score: Raw -279602.025600 + Penalty 2650.025668 = -276951.999932
  nChanged 51
		SP:Iteration 9Q (21654.010000 sec): 3 clusters
  Score: Raw -279621.463063 + Penalty 2650.025668 = -276971.437395
  nChanged 38
		SP:Iteration 10Q (21654.170000 sec): 3 clusters
  Score: Raw -279637.455778 + Penalty 2650.025668 = -276987.430110
  nChanged 34
		SP:Iteration 11Q (21654.300000 sec): 3 clusters
  Score: Raw -279652.532134 + Penalty 2650.025668 = -277002.506466
  nChanged 32
		SP:Iteration 12Q (21654.440000 sec): 3 clusters
  Score: Raw -279665.277482 + Penalty 2650.025668 = -277015.251814
  nChanged 34
		SP:Iteration 13Q (21654.520000 sec): 3 clusters
  Score: Raw -279682.794066 + Penalty 2650.025668 = -277032.768398
  nChanged 27
		SP:Iteration 14Q (21654.590000 sec): 3 clusters
  Score: Raw -279696.826028 + Penalty 2650.025668 = -277046.800361
  nChanged 26
		SP:Iteration 15Q (21654.720000 sec): 3 clusters
  Score: Raw -279707.775984 + Penalty 2650.025668 = -277057.750316
  nChanged 26
		SP:Iteration 16Q (21654.890000 sec): 3 clusters
  Score: Raw -279717.217752 + Penalty 2650.025668 = -277067.192084
  nChanged 20
		SP:Iteration 17Q (21655.050000 sec): 3 clusters
  Score: Raw -279725.869640 + Penalty 2650.025668 = -277075.843972
  nChanged 21
		SP:Iteration 18Q (21655.210000 sec): 3 clusters
  Score: Raw -279731.040465 + Penalty 2650.025668 = -277081.014798
  nChanged 14
		SP:Iteration 19Q (21655.380000 sec): 3 clusters
  Score: Raw -279736.051374 + Penalty 2650.025668 = -277086.025706
  nChanged 18
		SP:Iteration 20F (21655.550000 sec): 3 clusters
  Score: Raw -279741.678919 + Penalty 2650.025668 = -277091.653251
  nChanged 16
		SP:Iteration 21Q (21655.670000 sec): 3 clusters
  Score: Raw -279745.495007 + Penalty 2650.025668 = -277095.469340
  nChanged 12
		SP:Iteration 22Q (21655.830000 sec): 3 clusters
  Score: Raw -279750.672608 + Penalty 2650.025668 = -277100.646940
  nChanged 6
		SP:Iteration 23Q (21656.010000 sec): 3 clusters
  Score: Raw -279751.943946 + Penalty 2650.025668 = -277101.918278
  nChanged 6
		SP:Iteration 24Q (21656.150000 sec): 3 clusters
  Score: Raw -279753.533992 + Penalty 2650.025668 = -277103.508324
  nChanged 5
		SP:Iteration 25Q (21656.300000 sec): 3 clusters
  Score: Raw -279756.479752 + Penalty 2650.025668 = -277106.454084
  nChanged 4
		SP:Iteration 26Q (21656.470000 sec): 3 clusters
  Score: Raw -279757.310930 + Penalty 2650.025668 = -277107.285262
  nChanged 2
		SP:Iteration 27Q (21656.610000 sec): 3 clusters
  Score: Raw -279757.627141 + Penalty 2650.025668 = -277107.601474
  nChanged 1
		SP:Iteration 28Q (21656.780000 sec): 3 clusters
  Score: Raw -279757.857517 + Penalty 2650.025668 = -277107.831849
  nChanged 1
		SP:Iteration 29Q (21657.000000 sec): 3 clusters
  Score: Raw -279758.010711 + Penalty 2650.025668 = -277107.985043
  nChanged 1
		SP:Iteration 30Q (21657.140000 sec): 3 clusters
  Score: Raw -279758.285403 + Penalty 2650.025668 = -277108.259735
  nChanged 0
		SP:Iteration 31F (21657.330000 sec): 3 clusters
  Score: Raw -279758.285403 + Penalty 2650.025668 = -277108.259735
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 19 (935 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (21657.420000 sec): 2 clusters
  Score: Raw -83617.232299 + Penalty 1111.588811 = -82505.643488
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (21657.600000 sec): 3 clusters
  Score: Raw -83329.802458 + Penalty 2223.177622 = -81106.624836
  nChanged 276
		SP:Iteration 1F (21657.690000 sec): 3 clusters
  Score: Raw -83576.580243 + Penalty 2223.177622 = -81353.402621
  nChanged 57
		SP:Iteration 2F (21657.840000 sec): 3 clusters
  Score: Raw -83632.392507 + Penalty 2223.177622 = -81409.214885
  nChanged 32
		SP:Iteration 3Q (21657.960000 sec): 3 clusters
  Score: Raw -83664.740967 + Penalty 2223.177622 = -81441.563345
  nChanged 21
		SP:Iteration 4Q (21658.130000 sec): 3 clusters
  Score: Raw -83680.985660 + Penalty 2223.177622 = -81457.808038
  nChanged 15
		SP:Iteration 5Q (21658.280000 sec): 3 clusters
  Score: Raw -83695.737409 + Penalty 2223.177622 = -81472.559787
  nChanged 11
		SP:Iteration 6Q (21658.420000 sec): 3 clusters
  Score: Raw -83703.722614 + Penalty 2223.177622 = -81480.544992
  nChanged 6
		SP:Iteration 7Q (21658.520000 sec): 3 clusters
  Score: Raw -83712.206418 + Penalty 2223.177622 = -81489.028796
  nChanged 2
		SP:Iteration 8Q (21658.680000 sec): 3 clusters
  Score: Raw -83715.104608 + Penalty 2223.177622 = -81491.926986
  nChanged 7
		SP:Iteration 9Q (21658.830000 sec): 3 clusters
  Score: Raw -83723.533199 + Penalty 2223.177622 = -81500.355577
  nChanged 10
		SP:Iteration 10Q (21658.990000 sec): 3 clusters
  Score: Raw -83735.418015 + Penalty 2223.177622 = -81512.240393
  nChanged 12
		SP:Iteration 11Q (21659.080000 sec): 3 clusters
  Score: Raw -83748.924377 + Penalty 2223.177622 = -81525.746755
  nChanged 7
		SP:Iteration 12Q (21659.210000 sec): 3 clusters
  Score: Raw -83758.481541 + Penalty 2223.177622 = -81535.303919
  nChanged 7
		SP:Iteration 13Q (21659.340000 sec): 3 clusters
  Score: Raw -83774.695171 + Penalty 2223.177622 = -81551.517549
  nChanged 13
		SP:Iteration 14Q (21659.440000 sec): 3 clusters
  Score: Raw -83789.021434 + Penalty 2223.177622 = -81565.843812
  nChanged 12
		SP:Iteration 15Q (21659.600000 sec): 3 clusters
  Score: Raw -83801.376888 + Penalty 2223.177622 = -81578.199265
  nChanged 10
		SP:Iteration 16Q (21659.770000 sec): 3 clusters
  Score: Raw -83811.949416 + Penalty 2223.177622 = -81588.771794
  nChanged 10
		SP:Iteration 17Q (21659.930000 sec): 3 clusters
  Score: Raw -83825.004989 + Penalty 2223.177622 = -81601.827367
  nChanged 9
		SP:Iteration 18Q (21660.040000 sec): 3 clusters
  Score: Raw -83832.967701 + Penalty 2223.177622 = -81609.790079
  nChanged 6
		SP:Iteration 19Q (21660.230000 sec): 3 clusters
  Score: Raw -83840.344430 + Penalty 2223.177622 = -81617.166808
  nChanged 5
		SP:Iteration 20F (21660.310000 sec): 3 clusters
  Score: Raw -83844.359476 + Penalty 2223.177622 = -81621.181854
  nChanged 4
		SP:Iteration 21Q (21660.470000 sec): 3 clusters
  Score: Raw -83846.931802 + Penalty 2223.177622 = -81623.754180
  nChanged 4
		SP:Iteration 22Q (21660.600000 sec): 3 clusters
  Score: Raw -83851.662728 + Penalty 2223.177622 = -81628.485106
  nChanged 2
		SP:Iteration 23Q (21660.720000 sec): 3 clusters
  Score: Raw -83852.941308 + Penalty 2223.177622 = -81629.763686
  nChanged 2
		SP:Iteration 24Q (21660.900000 sec): 3 clusters
  Score: Raw -83854.555774 + Penalty 2223.177622 = -81631.378152
  nChanged 2
		SP:Iteration 25Q (21660.970000 sec): 3 clusters
  Score: Raw -83856.628135 + Penalty 2223.177622 = -81633.450513
  nChanged 3
		SP:Iteration 26Q (21661.100000 sec): 3 clusters
  Score: Raw -83860.337543 + Penalty 2223.177622 = -81637.159921
  nChanged 5
		SP:Iteration 27Q (21661.260000 sec): 3 clusters
  Score: Raw -83864.348265 + Penalty 2223.177622 = -81641.170643
  nChanged 4
		SP:Iteration 28Q (21661.360000 sec): 3 clusters
  Score: Raw -83867.227939 + Penalty 2223.177622 = -81644.050317
  nChanged 2
		SP:Iteration 29Q (21661.490000 sec): 3 clusters
  Score: Raw -83869.301307 + Penalty 2223.177622 = -81646.123685
  nChanged 3
		SP:Iteration 30Q (21661.640000 sec): 3 clusters
  Score: Raw -83873.983423 + Penalty 2223.177622 = -81650.805801
  nChanged 3
		SP:Iteration 31Q (21661.780000 sec): 3 clusters
  Score: Raw -83876.034382 + Penalty 2223.177622 = -81652.856760
  nChanged 5
		SP:Iteration 32Q (21661.920000 sec): 3 clusters
  Score: Raw -83880.161748 + Penalty 2223.177622 = -81656.984126
  nChanged 5
		SP:Iteration 33Q (21662.060000 sec): 3 clusters
  Score: Raw -83885.216713 + Penalty 2223.177622 = -81662.039091
  nChanged 3
		SP:Iteration 34Q (21662.160000 sec): 3 clusters
  Score: Raw -83887.385797 + Penalty 2223.177622 = -81664.208175
  nChanged 3
		SP:Iteration 35Q (21662.250000 sec): 3 clusters
  Score: Raw -83889.445581 + Penalty 2223.177622 = -81666.267959
  nChanged 1
		SP:Iteration 36Q (21662.390000 sec): 3 clusters
  Score: Raw -83890.431865 + Penalty 2223.177622 = -81667.254243
  nChanged 0
		SP:Iteration 37F (21662.540000 sec): 3 clusters
  Score: Raw -83890.431865 + Penalty 2223.177622 = -81667.254243
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 20 (11419 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (21662.650000 sec): 2 clusters
  Score: Raw -973457.416385 + Penalty 1518.243011 = -971939.173374
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (21662.880000 sec): 3 clusters
  Score: Raw -966933.800130 + Penalty 3036.486022 = -963897.314108
  nChanged 5015
		SP:Iteration 1F (21663.070000 sec): 3 clusters
  Score: Raw -969800.107332 + Penalty 3036.486022 = -966763.621310
  nChanged 772
		SP:Iteration 2F (21663.260000 sec): 3 clusters
  Score: Raw -970275.856991 + Penalty 3036.486022 = -967239.370969
  nChanged 751
		SP:Iteration 3F (21663.500000 sec): 3 clusters
  Score: Raw -970745.320311 + Penalty 3036.486022 = -967708.834289
  nChanged 717
		SP:Iteration 4F (21663.720000 sec): 3 clusters
  Score: Raw -971271.550447 + Penalty 3036.486022 = -968235.064425
  nChanged 702
		SP:Iteration 5F (21663.900000 sec): 3 clusters
  Score: Raw -971844.243418 + Penalty 3036.486022 = -968807.757396
  nChanged 701
		SP:Iteration 6F (21664.120000 sec): 3 clusters
  Score: Raw -972337.970511 + Penalty 3036.486022 = -969301.484489
  nChanged 623
		SP:Iteration 7F (21664.290000 sec): 3 clusters
  Score: Raw -972774.206380 + Penalty 3036.486022 = -969737.720358
  nChanged 495
		SP:Iteration 8Q (21664.500000 sec): 3 clusters
  Score: Raw -973083.072574 + Penalty 3036.486022 = -970046.586552
  nChanged 388
		SP:Iteration 9Q (21664.720000 sec): 3 clusters
  Score: Raw -973299.370127 + Penalty 3036.486022 = -970262.884105
  nChanged 319
		SP:Iteration 10Q (21664.860000 sec): 3 clusters
  Score: Raw -973450.551352 + Penalty 3036.486022 = -970414.065330
  nChanged 276
		SP:Iteration 11Q (21665.040000 sec): 3 clusters
  Score: Raw -973570.816645 + Penalty 3036.486022 = -970534.330623
  nChanged 228
		SP:Iteration 12Q (21665.260000 sec): 3 clusters
  Score: Raw -973669.575058 + Penalty 3036.486022 = -970633.089036
  nChanged 199
		SP:Iteration 13Q (21665.460000 sec): 3 clusters
  Score: Raw -973762.025998 + Penalty 3036.486022 = -970725.539976
  nChanged 175
		SP:Iteration 14Q (21665.660000 sec): 3 clusters
  Score: Raw -973856.362211 + Penalty 3036.486022 = -970819.876189
  nChanged 172
		SP:Iteration 15Q (21665.930000 sec): 3 clusters
  Score: Raw -973947.010954 + Penalty 3036.486022 = -970910.524932
  nChanged 176
		SP:Iteration 16Q (21666.100000 sec): 3 clusters
  Score: Raw -974030.108245 + Penalty 3036.486022 = -970993.622223
  nChanged 163
		SP:Iteration 17Q (21666.340000 sec): 3 clusters
  Score: Raw -974104.672324 + Penalty 3036.486022 = -971068.186302
  nChanged 160
		SP:Iteration 18Q (21666.550000 sec): 3 clusters
  Score: Raw -974166.216829 + Penalty 3036.486022 = -971129.730807
  nChanged 141
		SP:Iteration 19Q (21666.770000 sec): 3 clusters
  Score: Raw -974215.493137 + Penalty 3036.486022 = -971179.007115
  nChanged 113
		SP:Iteration 20F (21666.990000 sec): 3 clusters
  Score: Raw -974252.644186 + Penalty 3036.486022 = -971216.158164
  nChanged 96
		SP:Iteration 21Q (21667.210000 sec): 3 clusters
  Score: Raw -974278.952136 + Penalty 3036.486022 = -971242.466115
  nChanged 86
		SP:Iteration 22Q (21667.420000 sec): 3 clusters
  Score: Raw -974303.253516 + Penalty 3036.486022 = -971266.767494
  nChanged 71
		SP:Iteration 23Q (21667.580000 sec): 3 clusters
  Score: Raw -974321.820459 + Penalty 3036.486022 = -971285.334437
  nChanged 70
		SP:Iteration 24Q (21667.780000 sec): 3 clusters
  Score: Raw -974338.578775 + Penalty 3036.486022 = -971302.092753
  nChanged 63
		SP:Iteration 25Q (21668.000000 sec): 3 clusters
  Score: Raw -974351.212293 + Penalty 3036.486022 = -971314.726271
  nChanged 48
		SP:Iteration 26Q (21668.240000 sec): 3 clusters
  Score: Raw -974358.906776 + Penalty 3036.486022 = -971322.420755
  nChanged 36
		SP:Iteration 27Q (21668.470000 sec): 3 clusters
  Score: Raw -974365.155576 + Penalty 3036.486022 = -971328.669554
  nChanged 32
		SP:Iteration 28Q (21668.640000 sec): 3 clusters
  Score: Raw -974370.349180 + Penalty 3036.486022 = -971333.863158
  nChanged 23
		SP:Iteration 29Q (21668.820000 sec): 3 clusters
  Score: Raw -974373.473656 + Penalty 3036.486022 = -971336.987634
  nChanged 16
		SP:Iteration 30Q (21669.030000 sec): 3 clusters
  Score: Raw -974375.606941 + Penalty 3036.486022 = -971339.120919
  nChanged 8
		SP:Iteration 31Q (21669.240000 sec): 3 clusters
  Score: Raw -974376.190106 + Penalty 3036.486022 = -971339.704084
  nChanged 4
		SP:Iteration 32Q (21669.360000 sec): 3 clusters
  Score: Raw -974376.616886 + Penalty 3036.486022 = -971340.130864
  nChanged 3
		SP:Iteration 33Q (21669.520000 sec): 3 clusters
  Score: Raw -974376.882875 + Penalty 3036.486022 = -971340.396853
  nChanged 2
		SP:Iteration 34Q (21669.680000 sec): 3 clusters
  Score: Raw -974377.023451 + Penalty 3036.486022 = -971340.537429
  nChanged 1
		SP:Iteration 35Q (21669.830000 sec): 3 clusters
  Score: Raw -974377.103433 + Penalty 3036.486022 = -971340.617411
  nChanged 0
		SP:Iteration 36F (21670.060000 sec): 3 clusters
  Score: Raw -974377.103433 + Penalty 3036.486022 = -971340.617411
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 21 (50970 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (21670.380000 sec): 2 clusters
  Score: Raw -4613777.128802 + Penalty 1761.336282 = -4612015.792520
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (21670.880000 sec): 3 clusters
  Score: Raw -4581634.037044 + Penalty 3522.672564 = -4578111.364481
  nChanged 23828
		SP:Iteration 1F (21671.360000 sec): 3 clusters
  Score: Raw -4595330.290427 + Penalty 3522.672564 = -4591807.617863
  nChanged 2211
		SP:Iteration 2Q (21671.940000 sec): 3 clusters
  Score: Raw -4596045.916944 + Penalty 3522.672564 = -4592523.244381
  nChanged 2217
		SP:Iteration 3Q (21672.400000 sec): 3 clusters
  Score: Raw -4596798.821976 + Penalty 3522.672564 = -4593276.149412
  nChanged 2257
		SP:Iteration 4Q (21672.820000 sec): 3 clusters
  Score: Raw -4597576.655365 + Penalty 3522.672564 = -4594053.982802
  nChanged 2242
		SP:Iteration 5Q (21673.300000 sec): 3 clusters
  Score: Raw -4598357.333050 + Penalty 3522.672564 = -4594834.660486
  nChanged 2156
		SP:Iteration 6Q (21673.720000 sec): 3 clusters
  Score: Raw -4599075.143946 + Penalty 3522.672564 = -4595552.471383
  nChanged 2032
		SP:Iteration 7Q (21674.200000 sec): 3 clusters
  Score: Raw -4599771.281774 + Penalty 3522.672564 = -4596248.609210
  nChanged 1920
		SP:Iteration 8Q (21674.650000 sec): 3 clusters
  Score: Raw -4600410.648320 + Penalty 3522.672564 = -4596887.975756
  nChanged 1766
		SP:Iteration 9Q (21675.150000 sec): 3 clusters
  Score: Raw -4601016.992800 + Penalty 3522.672564 = -4597494.320236
  nChanged 1655
		SP:Iteration 10Q (21675.680000 sec): 3 clusters
  Score: Raw -4601582.926175 + Penalty 3522.672564 = -4598060.253611
  nChanged 1592
		SP:Iteration 11Q (21676.170000 sec): 3 clusters
  Score: Raw -4602119.255946 + Penalty 3522.672564 = -4598596.583383
  nChanged 1469
		SP:Iteration 12Q (21676.610000 sec): 3 clusters
  Score: Raw -4602638.130514 + Penalty 3522.672564 = -4599115.457951
  nChanged 1480
		SP:Iteration 13Q (21677.050000 sec): 3 clusters
  Score: Raw -4603287.454642 + Penalty 3522.672564 = -4599764.782079
  nChanged 1620
		SP:Iteration 14Q (21677.480000 sec): 3 clusters
  Score: Raw -4604120.253221 + Penalty 3522.672564 = -4600597.580658
  nChanged 1767
		SP:Iteration 15Q (21677.950000 sec): 3 clusters
  Score: Raw -4605025.456069 + Penalty 3522.672564 = -4601502.783506
  nChanged 1686
		SP:Iteration 16Q (21678.410000 sec): 3 clusters
  Score: Raw -4605744.937736 + Penalty 3522.672564 = -4602222.265173
  nChanged 1361
		SP:Iteration 17Q (21678.870000 sec): 3 clusters
  Score: Raw -4606198.579977 + Penalty 3522.672564 = -4602675.907414
  nChanged 1005
		SP:Iteration 18Q (21679.370000 sec): 3 clusters
  Score: Raw -4606479.207920 + Penalty 3522.672564 = -4602956.535357
  nChanged 747
		SP:Iteration 19Q (21679.940000 sec): 3 clusters
  Score: Raw -4606672.335575 + Penalty 3522.672564 = -4603149.663011
  nChanged 631
		SP:Iteration 20F (21680.310000 sec): 3 clusters
  Score: Raw -4606830.011138 + Penalty 3522.672564 = -4603307.338574
  nChanged 599
		SP:Iteration 21Q (21680.810000 sec): 3 clusters
  Score: Raw -4606980.333598 + Penalty 3522.672564 = -4603457.661035
  nChanged 559
		SP:Iteration 22Q (21681.260000 sec): 3 clusters
  Score: Raw -4607108.726196 + Penalty 3522.672564 = -4603586.053633
  nChanged 530
		SP:Iteration 23Q (21681.730000 sec): 3 clusters
  Score: Raw -4607229.253930 + Penalty 3522.672564 = -4603706.581367
  nChanged 519
		SP:Iteration 24Q (21682.270000 sec): 3 clusters
  Score: Raw -4607348.883101 + Penalty 3522.672564 = -4603826.210538
  nChanged 546
		SP:Iteration 25Q (21682.770000 sec): 3 clusters
  Score: Raw -4607470.688520 + Penalty 3522.672564 = -4603948.015956
  nChanged 539
		SP:Iteration 26Q (21683.320000 sec): 3 clusters
  Score: Raw -4607589.537909 + Penalty 3522.672564 = -4604066.865346
  nChanged 555
		SP:Iteration 27Q (21683.790000 sec): 3 clusters
  Score: Raw -4607715.126678 + Penalty 3522.672564 = -4604192.454114
  nChanged 556
		SP:Iteration 28Q (21684.240000 sec): 3 clusters
  Score: Raw -4607847.955976 + Penalty 3522.672564 = -4604325.283412
  nChanged 559
		SP:Iteration 29Q (21684.710000 sec): 3 clusters
  Score: Raw -4607968.270997 + Penalty 3522.672564 = -4604445.598434
  nChanged 516
		SP:Iteration 30Q (21685.190000 sec): 3 clusters
  Score: Raw -4608075.815080 + Penalty 3522.672564 = -4604553.142516
  nChanged 527
		SP:Iteration 31Q (21685.650000 sec): 3 clusters
  Score: Raw -4608190.233025 + Penalty 3522.672564 = -4604667.560462
  nChanged 537
		SP:Iteration 32Q (21686.160000 sec): 3 clusters
  Score: Raw -4608310.631939 + Penalty 3522.672564 = -4604787.959376
  nChanged 549
		SP:Iteration 33Q (21686.660000 sec): 3 clusters
  Score: Raw -4608427.104011 + Penalty 3522.672564 = -4604904.431448
  nChanged 559
		SP:Iteration 34Q (21687.110000 sec): 3 clusters
  Score: Raw -4608559.400830 + Penalty 3522.672564 = -4605036.728267
  nChanged 594
		SP:Iteration 35Q (21687.550000 sec): 3 clusters
  Score: Raw -4608715.500058 + Penalty 3522.672564 = -4605192.827495
  nChanged 630
		SP:Iteration 36Q (21688.020000 sec): 3 clusters
  Score: Raw -4608893.120601 + Penalty 3522.672564 = -4605370.448038
  nChanged 677
		SP:Iteration 37Q (21688.450000 sec): 3 clusters
  Score: Raw -4609093.274486 + Penalty 3522.672564 = -4605570.601922
  nChanged 657
		SP:Iteration 38Q (21688.920000 sec): 3 clusters
  Score: Raw -4609281.590088 + Penalty 3522.672564 = -4605758.917525
  nChanged 656
		SP:Iteration 39Q (21689.360000 sec): 3 clusters
  Score: Raw -4609490.932358 + Penalty 3522.672564 = -4605968.259794
  nChanged 700
		SP:Iteration 40F (21689.810000 sec): 3 clusters
  Score: Raw -4609727.544000 + Penalty 3522.672564 = -4606204.871437
  nChanged 691
		SP:Iteration 41Q (21690.240000 sec): 3 clusters
  Score: Raw -4609971.628049 + Penalty 3522.672564 = -4606448.955486
  nChanged 649
		SP:Iteration 42Q (21690.670000 sec): 3 clusters
  Score: Raw -4610202.851582 + Penalty 3522.672564 = -4606680.179019
  nChanged 625
		SP:Iteration 43Q (21691.100000 sec): 3 clusters
  Score: Raw -4610438.777627 + Penalty 3522.672564 = -4606916.105064
  nChanged 629
		SP:Iteration 44Q (21691.530000 sec): 3 clusters
  Score: Raw -4610676.659808 + Penalty 3522.672564 = -4607153.987244
  nChanged 619
		SP:Iteration 45Q (21692.020000 sec): 3 clusters
  Score: Raw -4610919.362410 + Penalty 3522.672564 = -4607396.689847
  nChanged 627
		SP:Iteration 46Q (21692.430000 sec): 3 clusters
  Score: Raw -4611177.636492 + Penalty 3522.672564 = -4607654.963929
  nChanged 627
		SP:Iteration 47Q (21692.950000 sec): 3 clusters
  Score: Raw -4611455.478285 + Penalty 3522.672564 = -4607932.805721
  nChanged 620
		SP:Iteration 48Q (21693.350000 sec): 3 clusters
  Score: Raw -4611743.562183 + Penalty 3522.672564 = -4608220.889619
  nChanged 609
		SP:Iteration 49Q (21693.790000 sec): 3 clusters
  Score: Raw -4612050.912731 + Penalty 3522.672564 = -4608528.240168
  nChanged 517
		SP:Iteration 50Q (21694.210000 sec): 3 clusters
  Score: Raw -4612298.503054 + Penalty 3522.672564 = -4608775.830491
  nChanged 470
		SP:Iteration 51Q (21694.580000 sec): 3 clusters
  Score: Raw -4612526.317530 + Penalty 3522.672564 = -4609003.644966
  nChanged 413
		SP:Iteration 52Q (21695.070000 sec): 3 clusters
  Score: Raw -4612733.070031 + Penalty 3522.672564 = -4609210.397467
  nChanged 391
		SP:Iteration 53Q (21695.540000 sec): 3 clusters
  Score: Raw -4612937.161955 + Penalty 3522.672564 = -4609414.489392
  nChanged 360
		SP:Iteration 54Q (21695.990000 sec): 3 clusters
  Score: Raw -4613128.789837 + Penalty 3522.672564 = -4609606.117273
  nChanged 323
		SP:Iteration 55Q (21696.410000 sec): 3 clusters
  Score: Raw -4613290.701125 + Penalty 3522.672564 = -4609768.028562
  nChanged 262
		SP:Iteration 56Q (21696.840000 sec): 3 clusters
  Score: Raw -4613429.713393 + Penalty 3522.672564 = -4609907.040829
  nChanged 233
		SP:Iteration 57Q (21697.270000 sec): 3 clusters
  Score: Raw -4613554.127318 + Penalty 3522.672564 = -4610031.454755
  nChanged 187
		SP:Iteration 58Q (21697.710000 sec): 3 clusters
  Score: Raw -4613654.272836 + Penalty 3522.672564 = -4610131.600272
  nChanged 158
		SP:Iteration 59Q (21698.130000 sec): 3 clusters
  Score: Raw -4613748.174562 + Penalty 3522.672564 = -4610225.501999
  nChanged 115
		SP:Iteration 60F (21698.590000 sec): 3 clusters
  Score: Raw -4613808.137690 + Penalty 3522.672564 = -4610285.465126
  nChanged 84
		SP:Iteration 61Q (21699.020000 sec): 3 clusters
  Score: Raw -4613852.373543 + Penalty 3522.672564 = -4610329.700979
  nChanged 58
		SP:Iteration 62Q (21699.370000 sec): 3 clusters
  Score: Raw -4613882.963093 + Penalty 3522.672564 = -4610360.290529
  nChanged 45
		SP:Iteration 63Q (21699.750000 sec): 3 clusters
  Score: Raw -4613909.128038 + Penalty 3522.672564 = -4610386.455474
  nChanged 42
		SP:Iteration 64Q (21700.160000 sec): 3 clusters
  Score: Raw -4613931.490558 + Penalty 3522.672564 = -4610408.817994
  nChanged 42
		SP:Iteration 65Q (21700.530000 sec): 3 clusters
  Score: Raw -4613953.466105 + Penalty 3522.672564 = -4610430.793541
  nChanged 26
		SP:Iteration 66Q (21700.950000 sec): 3 clusters
  Score: Raw -4613968.627291 + Penalty 3522.672564 = -4610445.954727
  nChanged 25
		SP:Iteration 67Q (21701.340000 sec): 3 clusters
  Score: Raw -4613982.355786 + Penalty 3522.672564 = -4610459.683222
  nChanged 19
		SP:Iteration 68Q (21701.750000 sec): 3 clusters
  Score: Raw -4613991.818572 + Penalty 3522.672564 = -4610469.146008
  nChanged 17
		SP:Iteration 69Q (21702.240000 sec): 3 clusters
  Score: Raw -4614001.625302 + Penalty 3522.672564 = -4610478.952738
  nChanged 14
		SP:Iteration 70Q (21702.650000 sec): 3 clusters
  Score: Raw -4614008.554106 + Penalty 3522.672564 = -4610485.881542
  nChanged 12
		SP:Iteration 71Q (21703.090000 sec): 3 clusters
  Score: Raw -4614015.037439 + Penalty 3522.672564 = -4610492.364876
  nChanged 10
		SP:Iteration 72Q (21703.480000 sec): 3 clusters
  Score: Raw -4614020.070717 + Penalty 3522.672564 = -4610497.398153
  nChanged 6
		SP:Iteration 73Q (21703.970000 sec): 3 clusters
  Score: Raw -4614022.887131 + Penalty 3522.672564 = -4610500.214567
  nChanged 2
		SP:Iteration 74Q (21704.350000 sec): 3 clusters
  Score: Raw -4614023.341883 + Penalty 3522.672564 = -4610500.669319
  nChanged 2
		SP:Iteration 75Q (21704.750000 sec): 3 clusters
  Score: Raw -4614024.927709 + Penalty 3522.672564 = -4610502.255146
  nChanged 4
		SP:Iteration 76Q (21705.190000 sec): 3 clusters
  Score: Raw -4614026.157653 + Penalty 3522.672564 = -4610503.485089
  nChanged 3
		SP:Iteration 77Q (21705.610000 sec): 3 clusters
  Score: Raw -4614027.336039 + Penalty 3522.672564 = -4610504.663476
  nChanged 1
		SP:Iteration 78Q (21706.000000 sec): 3 clusters
  Score: Raw -4614027.730079 + Penalty 3522.672564 = -4610505.057515
  nChanged 0
		SP:Iteration 79F (21706.440000 sec): 3 clusters
  Score: Raw -4614027.730079 + Penalty 3522.672564 = -4610505.057515
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 22 (2718 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (21706.550000 sec): 2 clusters
  Score: Raw -211631.227395 + Penalty 1284.993384 = -210346.234010
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (21706.670000 sec): 3 clusters
  Score: Raw -210369.132668 + Penalty 2569.986768 = -207799.145899
  nChanged 1058
		SP:Iteration 1F (21706.820000 sec): 3 clusters
  Score: Raw -211238.169946 + Penalty 2569.986768 = -208668.183178
  nChanged 287
		SP:Iteration 2F (21706.960000 sec): 3 clusters
  Score: Raw -211574.373655 + Penalty 2569.986768 = -209004.386887
  nChanged 194
		SP:Iteration 3F (21707.060000 sec): 3 clusters
  Score: Raw -211801.778682 + Penalty 2569.986768 = -209231.791913
  nChanged 139
		SP:Iteration 4F (21707.190000 sec): 3 clusters
  Score: Raw -211955.521935 + Penalty 2569.986768 = -209385.535167
  nChanged 105
		SP:Iteration 5Q (21707.290000 sec): 3 clusters
  Score: Raw -212044.234106 + Penalty 2569.986768 = -209474.247338
  nChanged 84
		SP:Iteration 6Q (21707.380000 sec): 3 clusters
  Score: Raw -212102.553228 + Penalty 2569.986768 = -209532.566459
  nChanged 60
		SP:Iteration 7Q (21707.480000 sec): 3 clusters
  Score: Raw -212137.401663 + Penalty 2569.986768 = -209567.414894
  nChanged 49
		SP:Iteration 8Q (21707.630000 sec): 3 clusters
  Score: Raw -212157.214796 + Penalty 2569.986768 = -209587.228028
  nChanged 37
		SP:Iteration 9Q (21707.720000 sec): 3 clusters
  Score: Raw -212175.092473 + Penalty 2569.986768 = -209605.105704
  nChanged 33
		SP:Iteration 10Q (21707.860000 sec): 3 clusters
  Score: Raw -212194.322828 + Penalty 2569.986768 = -209624.336059
  nChanged 28
		SP:Iteration 11Q (21707.960000 sec): 3 clusters
  Score: Raw -212212.512840 + Penalty 2569.986768 = -209642.526072
  nChanged 28
		SP:Iteration 12Q (21708.060000 sec): 3 clusters
  Score: Raw -212227.636909 + Penalty 2569.986768 = -209657.650141
  nChanged 18
		SP:Iteration 13Q (21708.200000 sec): 3 clusters
  Score: Raw -212236.962567 + Penalty 2569.986768 = -209666.975799
  nChanged 21
		SP:Iteration 14Q (21708.300000 sec): 3 clusters
  Score: Raw -212249.101585 + Penalty 2569.986768 = -209679.114817
  nChanged 22
		SP:Iteration 15Q (21708.440000 sec): 3 clusters
  Score: Raw -212263.255722 + Penalty 2569.986768 = -209693.268953
  nChanged 20
		SP:Iteration 16Q (21708.580000 sec): 3 clusters
  Score: Raw -212274.242232 + Penalty 2569.986768 = -209704.255463
  nChanged 19
		SP:Iteration 17Q (21708.680000 sec): 3 clusters
  Score: Raw -212282.445144 + Penalty 2569.986768 = -209712.458376
  nChanged 13
		SP:Iteration 18Q (21708.780000 sec): 3 clusters
  Score: Raw -212285.939388 + Penalty 2569.986768 = -209715.952620
  nChanged 10
		SP:Iteration 19Q (21708.920000 sec): 3 clusters
  Score: Raw -212289.288896 + Penalty 2569.986768 = -209719.302128
  nChanged 4
		SP:Iteration 20F (21709.070000 sec): 3 clusters
  Score: Raw -212291.075861 + Penalty 2569.986768 = -209721.089093
  nChanged 1
		SP:Iteration 21Q (21709.210000 sec): 3 clusters
  Score: Raw -212291.220149 + Penalty 2569.986768 = -209721.233381
  nChanged 1
		SP:Iteration 22Q (21709.350000 sec): 3 clusters
  Score: Raw -212292.011316 + Penalty 2569.986768 = -209722.024548
  nChanged 3
		SP:Iteration 23Q (21709.450000 sec): 3 clusters
  Score: Raw -212292.936888 + Penalty 2569.986768 = -209722.950119
  nChanged 3
		SP:Iteration 24Q (21709.590000 sec): 3 clusters
  Score: Raw -212293.487266 + Penalty 2569.986768 = -209723.500497
  nChanged 3
		SP:Iteration 25Q (21709.690000 sec): 3 clusters
  Score: Raw -212294.471486 + Penalty 2569.986768 = -209724.484718
  nChanged 1
		SP:Iteration 26Q (21709.790000 sec): 3 clusters
  Score: Raw -212294.694762 + Penalty 2569.986768 = -209724.707994
  nChanged 0
		SP:Iteration 27F (21709.930000 sec): 3 clusters
  Score: Raw -212294.694762 + Penalty 2569.986768 = -209724.707994
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 23 (4160 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (21710.000000 sec): 2 clusters
  Score: Raw -351936.439255 + Penalty 1354.156432 = -350582.282822
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (21710.120000 sec): 3 clusters
  Score: Raw -349852.680150 + Penalty 2708.312865 = -347144.367286
  nChanged 1647
		SP:Iteration 1F (21710.220000 sec): 3 clusters
  Score: Raw -350782.391730 + Penalty 2708.312865 = -348074.078865
  nChanged 307
		SP:Iteration 2F (21710.310000 sec): 3 clusters
  Score: Raw -350975.651572 + Penalty 2708.312865 = -348267.338707
  nChanged 236
		SP:Iteration 3F (21710.420000 sec): 3 clusters
  Score: Raw -351133.583183 + Penalty 2708.312865 = -348425.270318
  nChanged 200
		SP:Iteration 4Q (21710.570000 sec): 3 clusters
  Score: Raw -351265.937725 + Penalty 2708.312865 = -348557.624860
  nChanged 179
		SP:Iteration 5Q (21710.680000 sec): 3 clusters
  Score: Raw -351381.746076 + Penalty 2708.312865 = -348673.433211
  nChanged 166
		SP:Iteration 6Q (21710.780000 sec): 3 clusters
  Score: Raw -351485.178644 + Penalty 2708.312865 = -348776.865779
  nChanged 153
		SP:Iteration 7Q (21710.920000 sec): 3 clusters
  Score: Raw -351580.610521 + Penalty 2708.312865 = -348872.297656
  nChanged 141
		SP:Iteration 8Q (21711.020000 sec): 3 clusters
  Score: Raw -351662.704142 + Penalty 2708.312865 = -348954.391277
  nChanged 130
		SP:Iteration 9Q (21711.160000 sec): 3 clusters
  Score: Raw -351752.545475 + Penalty 2708.312865 = -349044.232610
  nChanged 117
		SP:Iteration 10Q (21711.260000 sec): 3 clusters
  Score: Raw -351823.537753 + Penalty 2708.312865 = -349115.224888
  nChanged 88
		SP:Iteration 11Q (21711.400000 sec): 3 clusters
  Score: Raw -351871.868809 + Penalty 2708.312865 = -349163.555944
  nChanged 79
		SP:Iteration 12Q (21711.540000 sec): 3 clusters
  Score: Raw -351916.594302 + Penalty 2708.312865 = -349208.281437
  nChanged 63
		SP:Iteration 13Q (21711.690000 sec): 3 clusters
  Score: Raw -351953.243480 + Penalty 2708.312865 = -349244.930615
  nChanged 65
		SP:Iteration 14Q (21711.830000 sec): 3 clusters
  Score: Raw -351990.523100 + Penalty 2708.312865 = -349282.210235
  nChanged 55
		SP:Iteration 15Q (21711.980000 sec): 3 clusters
  Score: Raw -352032.126216 + Penalty 2708.312865 = -349323.813351
  nChanged 61
		SP:Iteration 16Q (21712.120000 sec): 3 clusters
  Score: Raw -352102.630366 + Penalty 2708.312865 = -349394.317501
  nChanged 72
		SP:Iteration 17Q (21712.260000 sec): 3 clusters
  Score: Raw -352162.591783 + Penalty 2708.312865 = -349454.278918
  nChanged 72
		SP:Iteration 18Q (21712.360000 sec): 3 clusters
  Score: Raw -352212.420536 + Penalty 2708.312865 = -349504.107671
  nChanged 61
		SP:Iteration 19Q (21712.460000 sec): 3 clusters
  Score: Raw -352263.933076 + Penalty 2708.312865 = -349555.620211
  nChanged 67
		SP:Iteration 20F (21712.550000 sec): 3 clusters
  Score: Raw -352306.455634 + Penalty 2708.312865 = -349598.142769
  nChanged 49
		SP:Iteration 21Q (21712.700000 sec): 3 clusters
  Score: Raw -352344.471574 + Penalty 2708.312865 = -349636.158709
  nChanged 47
		SP:Iteration 22Q (21712.790000 sec): 3 clusters
  Score: Raw -352373.319889 + Penalty 2708.312865 = -349665.007024
  nChanged 36
		SP:Iteration 23Q (21712.890000 sec): 3 clusters
  Score: Raw -352387.312624 + Penalty 2708.312865 = -349678.999760
  nChanged 28
		SP:Iteration 24Q (21713.030000 sec): 3 clusters
  Score: Raw -352400.633602 + Penalty 2708.312865 = -349692.320737
  nChanged 19
		SP:Iteration 25Q (21713.130000 sec): 3 clusters
  Score: Raw -352414.110200 + Penalty 2708.312865 = -349705.797336
  nChanged 18
		SP:Iteration 26Q (21713.220000 sec): 3 clusters
  Score: Raw -352424.488066 + Penalty 2708.312865 = -349716.175201
  nChanged 8
		SP:Iteration 27Q (21713.320000 sec): 3 clusters
  Score: Raw -352427.739919 + Penalty 2708.312865 = -349719.427054
  nChanged 6
		SP:Iteration 28Q (21713.420000 sec): 3 clusters
  Score: Raw -352430.057986 + Penalty 2708.312865 = -349721.745121
  nChanged 7
		SP:Iteration 29Q (21713.510000 sec): 3 clusters
  Score: Raw -352433.450269 + Penalty 2708.312865 = -349725.137404
  nChanged 10
		SP:Iteration 30Q (21713.600000 sec): 3 clusters
  Score: Raw -352436.713195 + Penalty 2708.312865 = -349728.400330
  nChanged 9
		SP:Iteration 31Q (21713.700000 sec): 3 clusters
  Score: Raw -352440.028536 + Penalty 2708.312865 = -349731.715671
  nChanged 10
		SP:Iteration 32Q (21713.840000 sec): 3 clusters
  Score: Raw -352443.175444 + Penalty 2708.312865 = -349734.862579
  nChanged 7
		SP:Iteration 33Q (21713.940000 sec): 3 clusters
  Score: Raw -352446.208776 + Penalty 2708.312865 = -349737.895911
  nChanged 7
		SP:Iteration 34Q (21714.040000 sec): 3 clusters
  Score: Raw -352448.563942 + Penalty 2708.312865 = -349740.251077
  nChanged 5
		SP:Iteration 35Q (21714.180000 sec): 3 clusters
  Score: Raw -352451.927171 + Penalty 2708.312865 = -349743.614306
  nChanged 14
		SP:Iteration 36Q (21714.280000 sec): 3 clusters
  Score: Raw -352459.628115 + Penalty 2708.312865 = -349751.315251
  nChanged 11
		SP:Iteration 37Q (21714.370000 sec): 3 clusters
  Score: Raw -352463.933615 + Penalty 2708.312865 = -349755.620750
  nChanged 9
		SP:Iteration 38Q (21714.510000 sec): 3 clusters
  Score: Raw -352466.271095 + Penalty 2708.312865 = -349757.958231
  nChanged 7
		SP:Iteration 39Q (21714.610000 sec): 3 clusters
  Score: Raw -352468.158677 + Penalty 2708.312865 = -349759.845813
  nChanged 6
		SP:Iteration 40F (21714.710000 sec): 3 clusters
  Score: Raw -352469.721504 + Penalty 2708.312865 = -349761.408639
  nChanged 3
		SP:Iteration 41Q (21714.800000 sec): 3 clusters
  Score: Raw -352470.390193 + Penalty 2708.312865 = -349762.077328
  nChanged 2
		SP:Iteration 42Q (21714.900000 sec): 3 clusters
  Score: Raw -352471.124752 + Penalty 2708.312865 = -349762.811888
  nChanged 2
		SP:Iteration 43Q (21715.000000 sec): 3 clusters
  Score: Raw -352472.591003 + Penalty 2708.312865 = -349764.278138
  nChanged 2
		SP:Iteration 44Q (21715.090000 sec): 3 clusters
  Score: Raw -352473.569770 + Penalty 2708.312865 = -349765.256905
  nChanged 4
		SP:Iteration 45Q (21715.190000 sec): 3 clusters
  Score: Raw -352475.680961 + Penalty 2708.312865 = -349767.368096
  nChanged 5
		SP:Iteration 46Q (21715.280000 sec): 3 clusters
  Score: Raw -352477.270221 + Penalty 2708.312865 = -349768.957356
  nChanged 2
		SP:Iteration 47Q (21715.380000 sec): 3 clusters
  Score: Raw -352478.005657 + Penalty 2708.312865 = -349769.692792
  nChanged 2
		SP:Iteration 48Q (21715.480000 sec): 3 clusters
  Score: Raw -352478.608578 + Penalty 2708.312865 = -349770.295713
  nChanged 1
		SP:Iteration 49Q (21715.570000 sec): 3 clusters
  Score: Raw -352479.188569 + Penalty 2708.312865 = -349770.875704
  nChanged 0
		SP:Iteration 50F (21715.670000 sec): 3 clusters
  Score: Raw -352479.188569 + Penalty 2708.312865 = -349770.875704
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 24 (33081 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (21715.900000 sec): 2 clusters
  Score: Raw -3025251.956361 + Penalty 1691.091086 = -3023560.865274
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (21716.190000 sec): 3 clusters
  Score: Raw -3004597.563787 + Penalty 3382.182173 = -3001215.381614
  nChanged 15284
		SP:Iteration 1F (21716.560000 sec): 3 clusters
  Score: Raw -3013107.718424 + Penalty 3382.182173 = -3009725.536251
  nChanged 1476
		SP:Iteration 2Q (21716.870000 sec): 3 clusters
  Score: Raw -3013583.830980 + Penalty 3382.182173 = -3010201.648807
  nChanged 1430
		SP:Iteration 3Q (21717.290000 sec): 3 clusters
  Score: Raw -3014082.490984 + Penalty 3382.182173 = -3010700.308811
  nChanged 1389
		SP:Iteration 4Q (21717.670000 sec): 3 clusters
  Score: Raw -3014599.983910 + Penalty 3382.182173 = -3011217.801737
  nChanged 1391
		SP:Iteration 5Q (21718.030000 sec): 3 clusters
  Score: Raw -3015200.497365 + Penalty 3382.182173 = -3011818.315192
  nChanged 1479
		SP:Iteration 6Q (21718.410000 sec): 3 clusters
  Score: Raw -3015911.409362 + Penalty 3382.182173 = -3012529.227189
  nChanged 1502
		SP:Iteration 7Q (21718.780000 sec): 3 clusters
  Score: Raw -3016697.811866 + Penalty 3382.182173 = -3013315.629693
  nChanged 1567
		SP:Iteration 8Q (21719.140000 sec): 3 clusters
  Score: Raw -3017586.887218 + Penalty 3382.182173 = -3014204.705045
  nChanged 1579
		SP:Iteration 9Q (21719.530000 sec): 3 clusters
  Score: Raw -3018607.961812 + Penalty 3382.182173 = -3015225.779639
  nChanged 1574
		SP:Iteration 10Q (21719.900000 sec): 3 clusters
  Score: Raw -3019762.408869 + Penalty 3382.182173 = -3016380.226696
  nChanged 1516
		SP:Iteration 11Q (21720.260000 sec): 3 clusters
  Score: Raw -3020913.705668 + Penalty 3382.182173 = -3017531.523495
  nChanged 1335
		SP:Iteration 12Q (21720.600000 sec): 3 clusters
  Score: Raw -3021909.601745 + Penalty 3382.182173 = -3018527.419572
  nChanged 1132
		SP:Iteration 13Q (21720.970000 sec): 3 clusters
  Score: Raw -3022726.058121 + Penalty 3382.182173 = -3019343.875948
  nChanged 956
		SP:Iteration 14Q (21721.280000 sec): 3 clusters
  Score: Raw -3023419.808569 + Penalty 3382.182173 = -3020037.626396
  nChanged 834
		SP:Iteration 15Q (21721.660000 sec): 3 clusters
  Score: Raw -3024019.862839 + Penalty 3382.182173 = -3020637.680666
  nChanged 712
		SP:Iteration 16Q (21721.990000 sec): 3 clusters
  Score: Raw -3024554.290748 + Penalty 3382.182173 = -3021172.108575
  nChanged 539
		SP:Iteration 17Q (21722.310000 sec): 3 clusters
  Score: Raw -3024939.504744 + Penalty 3382.182173 = -3021557.322571
  nChanged 391
		SP:Iteration 18Q (21722.720000 sec): 3 clusters
  Score: Raw -3025202.845852 + Penalty 3382.182173 = -3021820.663679
  nChanged 288
		SP:Iteration 19Q (21723.040000 sec): 3 clusters
  Score: Raw -3025391.643400 + Penalty 3382.182173 = -3022009.461227
  nChanged 221
		SP:Iteration 20F (21723.370000 sec): 3 clusters
  Score: Raw -3025525.558418 + Penalty 3382.182173 = -3022143.376245
  nChanged 165
		SP:Iteration 21Q (21723.710000 sec): 3 clusters
  Score: Raw -3025631.243534 + Penalty 3382.182173 = -3022249.061361
  nChanged 149
		SP:Iteration 22Q (21724.090000 sec): 3 clusters
  Score: Raw -3025724.490145 + Penalty 3382.182173 = -3022342.307972
  nChanged 119
		SP:Iteration 23Q (21724.430000 sec): 3 clusters
  Score: Raw -3025806.078210 + Penalty 3382.182173 = -3022423.896037
  nChanged 114
		SP:Iteration 24Q (21724.790000 sec): 3 clusters
  Score: Raw -3025889.919957 + Penalty 3382.182173 = -3022507.737784
  nChanged 114
		SP:Iteration 25Q (21725.160000 sec): 3 clusters
  Score: Raw -3025957.848049 + Penalty 3382.182173 = -3022575.665876
  nChanged 87
		SP:Iteration 26Q (21725.420000 sec): 3 clusters
  Score: Raw -3025998.920556 + Penalty 3382.182173 = -3022616.738383
  nChanged 59
		SP:Iteration 27Q (21725.710000 sec): 3 clusters
  Score: Raw -3026022.351341 + Penalty 3382.182173 = -3022640.169168
  nChanged 46
		SP:Iteration 28Q (21725.960000 sec): 3 clusters
  Score: Raw -3026039.185732 + Penalty 3382.182173 = -3022657.003559
  nChanged 47
		SP:Iteration 29Q (21726.260000 sec): 3 clusters
  Score: Raw -3026055.626538 + Penalty 3382.182173 = -3022673.444365
  nChanged 43
		SP:Iteration 30Q (21726.630000 sec): 3 clusters
  Score: Raw -3026068.558569 + Penalty 3382.182173 = -3022686.376396
  nChanged 23
		SP:Iteration 31Q (21726.930000 sec): 3 clusters
  Score: Raw -3026076.594627 + Penalty 3382.182173 = -3022694.412454
  nChanged 22
		SP:Iteration 32Q (21727.270000 sec): 3 clusters
  Score: Raw -3026083.687657 + Penalty 3382.182173 = -3022701.505484
  nChanged 21
		SP:Iteration 33Q (21727.590000 sec): 3 clusters
  Score: Raw -3026090.250806 + Penalty 3382.182173 = -3022708.068633
  nChanged 18
		SP:Iteration 34Q (21727.890000 sec): 3 clusters
  Score: Raw -3026096.390965 + Penalty 3382.182173 = -3022714.208792
  nChanged 19
		SP:Iteration 35Q (21728.240000 sec): 3 clusters
  Score: Raw -3026101.437833 + Penalty 3382.182173 = -3022719.255660
  nChanged 12
		SP:Iteration 36Q (21728.550000 sec): 3 clusters
  Score: Raw -3026104.613012 + Penalty 3382.182173 = -3022722.430839
  nChanged 8
		SP:Iteration 37Q (21728.910000 sec): 3 clusters
  Score: Raw -3026106.779050 + Penalty 3382.182173 = -3022724.596877
  nChanged 8
		SP:Iteration 38Q (21729.280000 sec): 3 clusters
  Score: Raw -3026108.769410 + Penalty 3382.182173 = -3022726.587237
  nChanged 11
		SP:Iteration 39Q (21729.620000 sec): 3 clusters
  Score: Raw -3026111.915278 + Penalty 3382.182173 = -3022729.733105
  nChanged 10
		SP:Iteration 40F (21729.970000 sec): 3 clusters
  Score: Raw -3026143.362008 + Penalty 3382.182173 = -3022761.179835
  nChanged 29
		SP:Iteration 41Q (21730.300000 sec): 3 clusters
  Score: Raw -3026161.063979 + Penalty 3382.182173 = -3022778.881806
  nChanged 34
		SP:Iteration 42Q (21730.570000 sec): 3 clusters
  Score: Raw -3026173.765890 + Penalty 3382.182173 = -3022791.583717
  nChanged 27
		SP:Iteration 43Q (21730.840000 sec): 3 clusters
  Score: Raw -3026180.974169 + Penalty 3382.182173 = -3022798.791996
  nChanged 13
		SP:Iteration 44Q (21731.180000 sec): 3 clusters
  Score: Raw -3026184.720221 + Penalty 3382.182173 = -3022802.538048
  nChanged 10
		SP:Iteration 45Q (21731.460000 sec): 3 clusters
  Score: Raw -3026187.499812 + Penalty 3382.182173 = -3022805.317639
  nChanged 12
		SP:Iteration 46Q (21731.710000 sec): 3 clusters
  Score: Raw -3026191.684527 + Penalty 3382.182173 = -3022809.502354
  nChanged 13
		SP:Iteration 47Q (21732.060000 sec): 3 clusters
  Score: Raw -3026195.308990 + Penalty 3382.182173 = -3022813.126817
  nChanged 13
		SP:Iteration 48Q (21732.370000 sec): 3 clusters
  Score: Raw -3026198.882419 + Penalty 3382.182173 = -3022816.700247
  nChanged 14
		SP:Iteration 49Q (21732.760000 sec): 3 clusters
  Score: Raw -3026203.525094 + Penalty 3382.182173 = -3022821.342921
  nChanged 16
		SP:Iteration 50Q (21733.050000 sec): 3 clusters
  Score: Raw -3026207.589784 + Penalty 3382.182173 = -3022825.407611
  nChanged 11
		SP:Iteration 51Q (21733.410000 sec): 3 clusters
  Score: Raw -3026210.920855 + Penalty 3382.182173 = -3022828.738682
  nChanged 12
		SP:Iteration 52Q (21733.720000 sec): 3 clusters
  Score: Raw -3026213.695670 + Penalty 3382.182173 = -3022831.513497
  nChanged 8
		SP:Iteration 53Q (21734.020000 sec): 3 clusters
  Score: Raw -3026215.517992 + Penalty 3382.182173 = -3022833.335819
  nChanged 3
		SP:Iteration 54Q (21734.340000 sec): 3 clusters
  Score: Raw -3026216.224617 + Penalty 3382.182173 = -3022834.042444
  nChanged 4
		SP:Iteration 55Q (21734.660000 sec): 3 clusters
  Score: Raw -3026217.804533 + Penalty 3382.182173 = -3022835.622360
  nChanged 5
		SP:Iteration 56Q (21735.000000 sec): 3 clusters
  Score: Raw -3026218.467949 + Penalty 3382.182173 = -3022836.285776
  nChanged 2
		SP:Iteration 57Q (21735.320000 sec): 3 clusters
  Score: Raw -3026218.750984 + Penalty 3382.182173 = -3022836.568811
  nChanged 3
		SP:Iteration 58Q (21735.620000 sec): 3 clusters
  Score: Raw -3026219.260615 + Penalty 3382.182173 = -3022837.078442
  nChanged 4
		SP:Iteration 59Q (21735.930000 sec): 3 clusters
  Score: Raw -3026220.206301 + Penalty 3382.182173 = -3022838.024128
  nChanged 4
		SP:Iteration 60F (21736.300000 sec): 3 clusters
  Score: Raw -3026221.123429 + Penalty 3382.182173 = -3022838.941256
  nChanged 3
		SP:Iteration 61Q (21736.640000 sec): 3 clusters
  Score: Raw -3026222.111205 + Penalty 3382.182173 = -3022839.929032
  nChanged 5
		SP:Iteration 62Q (21736.950000 sec): 3 clusters
  Score: Raw -3026223.274226 + Penalty 3382.182173 = -3022841.092053
  nChanged 4
		SP:Iteration 63Q (21737.260000 sec): 3 clusters
  Score: Raw -3026224.115663 + Penalty 3382.182173 = -3022841.933490
  nChanged 3
		SP:Iteration 64Q (21737.600000 sec): 3 clusters
  Score: Raw -3026224.601527 + Penalty 3382.182173 = -3022842.419354
  nChanged 2
		SP:Iteration 65Q (21737.920000 sec): 3 clusters
  Score: Raw -3026225.098882 + Penalty 3382.182173 = -3022842.916709
  nChanged 1
		SP:Iteration 66Q (21738.210000 sec): 3 clusters
  Score: Raw -3026225.227569 + Penalty 3382.182173 = -3022843.045396
  nChanged 0
		SP:Iteration 67F (21738.570000 sec): 3 clusters
  Score: Raw -3026225.227569 + Penalty 3382.182173 = -3022843.045396
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 25 (1682 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (21738.640000 sec): 2 clusters
  Score: Raw -143239.911901 + Penalty 1207.007562 = -142032.904339
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (21738.780000 sec): 3 clusters
  Score: Raw -142585.011980 + Penalty 2414.015123 = -140170.996857
  nChanged 617
		SP:Iteration 1F (21738.920000 sec): 3 clusters
  Score: Raw -143164.444187 + Penalty 2414.015123 = -140750.429064
  nChanged 157
		SP:Iteration 2F (21739.060000 sec): 3 clusters
  Score: Raw -143326.034045 + Penalty 2414.015123 = -140912.018922
  nChanged 101
		SP:Iteration 3F (21739.160000 sec): 3 clusters
  Score: Raw -143415.070627 + Penalty 2414.015123 = -141001.055504
  nChanged 66
		SP:Iteration 4Q (21739.260000 sec): 3 clusters
  Score: Raw -143469.320756 + Penalty 2414.015123 = -141055.305633
  nChanged 45
		SP:Iteration 5Q (21739.350000 sec): 3 clusters
  Score: Raw -143500.664392 + Penalty 2414.015123 = -141086.649269
  nChanged 30
		SP:Iteration 6Q (21739.450000 sec): 3 clusters
  Score: Raw -143519.204670 + Penalty 2414.015123 = -141105.189547
  nChanged 21
		SP:Iteration 7Q (21739.540000 sec): 3 clusters
  Score: Raw -143535.225048 + Penalty 2414.015123 = -141121.209925
  nChanged 23
		SP:Iteration 8Q (21739.690000 sec): 3 clusters
  Score: Raw -143559.381550 + Penalty 2414.015123 = -141145.366426
  nChanged 23
		SP:Iteration 9Q (21739.780000 sec): 3 clusters
  Score: Raw -143573.192109 + Penalty 2414.015123 = -141159.176986
  nChanged 15
		SP:Iteration 10Q (21739.880000 sec): 3 clusters
  Score: Raw -143584.238103 + Penalty 2414.015123 = -141170.222980
  nChanged 17
		SP:Iteration 11Q (21740.020000 sec): 3 clusters
  Score: Raw -143596.567486 + Penalty 2414.015123 = -141182.552363
  nChanged 13
		SP:Iteration 12Q (21740.120000 sec): 3 clusters
  Score: Raw -143606.339336 + Penalty 2414.015123 = -141192.324212
  nChanged 11
		SP:Iteration 13Q (21740.220000 sec): 3 clusters
  Score: Raw -143613.249450 + Penalty 2414.015123 = -141199.234326
  nChanged 12
		SP:Iteration 14Q (21740.310000 sec): 3 clusters
  Score: Raw -143619.802192 + Penalty 2414.015123 = -141205.787069
  nChanged 10
		SP:Iteration 15Q (21740.410000 sec): 3 clusters
  Score: Raw -143624.498673 + Penalty 2414.015123 = -141210.483550
  nChanged 8
		SP:Iteration 16Q (21740.510000 sec): 3 clusters
  Score: Raw -143627.654495 + Penalty 2414.015123 = -141213.639371
  nChanged 2
		SP:Iteration 17Q (21740.600000 sec): 3 clusters
  Score: Raw -143628.447894 + Penalty 2414.015123 = -141214.432771
  nChanged 4
		SP:Iteration 18Q (21740.700000 sec): 3 clusters
  Score: Raw -143629.625187 + Penalty 2414.015123 = -141215.610064
  nChanged 3
		SP:Iteration 19Q (21740.800000 sec): 3 clusters
  Score: Raw -143630.581711 + Penalty 2414.015123 = -141216.566587
  nChanged 6
		SP:Iteration 20F (21740.890000 sec): 3 clusters
  Score: Raw -143636.236039 + Penalty 2414.015123 = -141222.220916
  nChanged 5
		SP:Iteration 21Q (21740.980000 sec): 3 clusters
  Score: Raw -143637.746099 + Penalty 2414.015123 = -141223.730976
  nChanged 1
		SP:Iteration 22Q (21741.080000 sec): 3 clusters
  Score: Raw -143638.371054 + Penalty 2414.015123 = -141224.355931
  nChanged 1
		SP:Iteration 23Q (21741.180000 sec): 3 clusters
  Score: Raw -143638.547215 + Penalty 2414.015123 = -141224.532092
  nChanged 0
		SP:Iteration 24F (21741.270000 sec): 3 clusters
  Score: Raw -143638.547215 + Penalty 2414.015123 = -141224.532092
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 26 (8592 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (21741.360000 sec): 2 clusters
  Score: Raw -780506.830327 + Penalty 1472.020358 = -779034.809969
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (21741.510000 sec): 3 clusters
  Score: Raw -775786.372423 + Penalty 2944.040715 = -772842.331708
  nChanged 3683
		SP:Iteration 1F (21741.740000 sec): 3 clusters
  Score: Raw -777836.365082 + Penalty 2944.040715 = -774892.324367
  nChanged 613
		SP:Iteration 2F (21741.870000 sec): 3 clusters
  Score: Raw -778123.023683 + Penalty 2944.040715 = -775178.982967
  nChanged 455
		SP:Iteration 3F (21742.020000 sec): 3 clusters
  Score: Raw -778327.317660 + Penalty 2944.040715 = -775383.276944
  nChanged 425
		SP:Iteration 4Q (21742.250000 sec): 3 clusters
  Score: Raw -778521.455439 + Penalty 2944.040715 = -775577.414724
  nChanged 356
		SP:Iteration 5Q (21742.460000 sec): 3 clusters
  Score: Raw -778680.458943 + Penalty 2944.040715 = -775736.418228
  nChanged 330
		SP:Iteration 6Q (21742.650000 sec): 3 clusters
  Score: Raw -778836.669224 + Penalty 2944.040715 = -775892.628509
  nChanged 319
		SP:Iteration 7Q (21742.810000 sec): 3 clusters
  Score: Raw -778988.284719 + Penalty 2944.040715 = -776044.244004
  nChanged 343
		SP:Iteration 8Q (21742.910000 sec): 3 clusters
  Score: Raw -779186.067576 + Penalty 2944.040715 = -776242.026860
  nChanged 362
		SP:Iteration 9Q (21743.110000 sec): 3 clusters
  Score: Raw -779410.348647 + Penalty 2944.040715 = -776466.307932
  nChanged 363
		SP:Iteration 10Q (21743.300000 sec): 3 clusters
  Score: Raw -779686.456248 + Penalty 2944.040715 = -776742.415533
  nChanged 365
		SP:Iteration 11Q (21743.470000 sec): 3 clusters
  Score: Raw -779961.445138 + Penalty 2944.040715 = -777017.404422
  nChanged 373
		SP:Iteration 12Q (21743.660000 sec): 3 clusters
  Score: Raw -780173.344805 + Penalty 2944.040715 = -777229.304089
  nChanged 273
		SP:Iteration 13Q (21743.860000 sec): 3 clusters
  Score: Raw -780304.937407 + Penalty 2944.040715 = -777360.896692
  nChanged 200
		SP:Iteration 14Q (21744.010000 sec): 3 clusters
  Score: Raw -780389.766914 + Penalty 2944.040715 = -777445.726198
  nChanged 138
		SP:Iteration 15Q (21744.170000 sec): 3 clusters
  Score: Raw -780450.502525 + Penalty 2944.040715 = -777506.461810
  nChanged 131
		SP:Iteration 16Q (21744.370000 sec): 3 clusters
  Score: Raw -780492.287185 + Penalty 2944.040715 = -777548.246469
  nChanged 96
		SP:Iteration 17Q (21744.580000 sec): 3 clusters
  Score: Raw -780521.290958 + Penalty 2944.040715 = -777577.250243
  nChanged 77
		SP:Iteration 18Q (21744.770000 sec): 3 clusters
  Score: Raw -780544.112804 + Penalty 2944.040715 = -777600.072088
  nChanged 74
		SP:Iteration 19Q (21744.950000 sec): 3 clusters
  Score: Raw -780566.302882 + Penalty 2944.040715 = -777622.262166
  nChanged 59
		SP:Iteration 20F (21745.110000 sec): 3 clusters
  Score: Raw -780583.334131 + Penalty 2944.040715 = -777639.293416
  nChanged 72
		SP:Iteration 21Q (21745.290000 sec): 3 clusters
  Score: Raw -780610.774613 + Penalty 2944.040715 = -777666.733897
  nChanged 83
		SP:Iteration 22Q (21745.440000 sec): 3 clusters
  Score: Raw -780645.191542 + Penalty 2944.040715 = -777701.150826
  nChanged 103
		SP:Iteration 23Q (21745.630000 sec): 3 clusters
  Score: Raw -780692.540536 + Penalty 2944.040715 = -777748.499820
  nChanged 95
		SP:Iteration 24Q (21745.780000 sec): 3 clusters
  Score: Raw -780734.969770 + Penalty 2944.040715 = -777790.929054
  nChanged 110
		SP:Iteration 25Q (21745.960000 sec): 3 clusters
  Score: Raw -780785.007879 + Penalty 2944.040715 = -777840.967163
  nChanged 122
		SP:Iteration 26Q (21746.160000 sec): 3 clusters
  Score: Raw -780837.494823 + Penalty 2944.040715 = -777893.454107
  nChanged 120
		SP:Iteration 27Q (21746.280000 sec): 3 clusters
  Score: Raw -780886.741688 + Penalty 2944.040715 = -777942.700973
  nChanged 116
		SP:Iteration 28Q (21746.500000 sec): 3 clusters
  Score: Raw -780931.215476 + Penalty 2944.040715 = -777987.174760
  nChanged 120
		SP:Iteration 29Q (21746.660000 sec): 3 clusters
  Score: Raw -780983.354396 + Penalty 2944.040715 = -778039.313681
  nChanged 123
		SP:Iteration 30Q (21746.860000 sec): 3 clusters
  Score: Raw -781039.810522 + Penalty 2944.040715 = -778095.769807
  nChanged 125
		SP:Iteration 31Q (21747.040000 sec): 3 clusters
  Score: Raw -781094.710897 + Penalty 2944.040715 = -778150.670182
  nChanged 112
		SP:Iteration 32Q (21747.220000 sec): 3 clusters
  Score: Raw -781142.628100 + Penalty 2944.040715 = -778198.587385
  nChanged 129
		SP:Iteration 33Q (21747.400000 sec): 3 clusters
  Score: Raw -781198.061005 + Penalty 2944.040715 = -778254.020289
  nChanged 121
		SP:Iteration 34Q (21747.580000 sec): 3 clusters
  Score: Raw -781253.495946 + Penalty 2944.040715 = -778309.455231
  nChanged 108
		SP:Iteration 35Q (21747.720000 sec): 3 clusters
  Score: Raw -781295.215977 + Penalty 2944.040715 = -778351.175262
  nChanged 91
		SP:Iteration 36Q (21747.930000 sec): 3 clusters
  Score: Raw -781325.699540 + Penalty 2944.040715 = -778381.658825
  nChanged 73
		SP:Iteration 37Q (21748.070000 sec): 3 clusters
  Score: Raw -781348.814272 + Penalty 2944.040715 = -778404.773556
  nChanged 68
		SP:Iteration 38Q (21748.280000 sec): 3 clusters
  Score: Raw -781365.200498 + Penalty 2944.040715 = -778421.159782
  nChanged 50
		SP:Iteration 39Q (21748.410000 sec): 3 clusters
  Score: Raw -781376.695922 + Penalty 2944.040715 = -778432.655207
  nChanged 39
		SP:Iteration 40F (21748.630000 sec): 3 clusters
  Score: Raw -781387.502913 + Penalty 2944.040715 = -778443.462198
  nChanged 36
		SP:Iteration 41Q (21748.780000 sec): 3 clusters
  Score: Raw -781397.283950 + Penalty 2944.040715 = -778453.243235
  nChanged 30
		SP:Iteration 42Q (21748.990000 sec): 3 clusters
  Score: Raw -781403.659066 + Penalty 2944.040715 = -778459.618351
  nChanged 26
		SP:Iteration 43Q (21749.150000 sec): 3 clusters
  Score: Raw -781408.889245 + Penalty 2944.040715 = -778464.848530
  nChanged 23
		SP:Iteration 44Q (21749.310000 sec): 3 clusters
  Score: Raw -781415.021795 + Penalty 2944.040715 = -778470.981080
  nChanged 23
		SP:Iteration 45Q (21749.530000 sec): 3 clusters
  Score: Raw -781419.120307 + Penalty 2944.040715 = -778475.079592
  nChanged 15
		SP:Iteration 46Q (21749.700000 sec): 3 clusters
  Score: Raw -781421.426802 + Penalty 2944.040715 = -778477.386086
  nChanged 8
		SP:Iteration 47Q (21749.860000 sec): 3 clusters
  Score: Raw -781422.979826 + Penalty 2944.040715 = -778478.939111
  nChanged 13
		SP:Iteration 48Q (21750.040000 sec): 3 clusters
  Score: Raw -781425.634681 + Penalty 2944.040715 = -778481.593965
  nChanged 14
		SP:Iteration 49Q (21750.190000 sec): 3 clusters
  Score: Raw -781428.001450 + Penalty 2944.040715 = -778483.960735
  nChanged 10
		SP:Iteration 50Q (21750.360000 sec): 3 clusters
  Score: Raw -781429.909382 + Penalty 2944.040715 = -778485.868666
  nChanged 10
		SP:Iteration 51Q (21750.550000 sec): 3 clusters
  Score: Raw -781431.182869 + Penalty 2944.040715 = -778487.142153
  nChanged 6
		SP:Iteration 52Q (21750.770000 sec): 3 clusters
  Score: Raw -781432.100303 + Penalty 2944.040715 = -778488.059588
  nChanged 3
		SP:Iteration 53Q (21750.960000 sec): 3 clusters
  Score: Raw -781432.403703 + Penalty 2944.040715 = -778488.362988
  nChanged 2
		SP:Iteration 54Q (21751.140000 sec): 3 clusters
  Score: Raw -781432.681781 + Penalty 2944.040715 = -778488.641066
  nChanged 0
		SP:Iteration 55F (21751.320000 sec): 3 clusters
  Score: Raw -781432.681781 + Penalty 2944.040715 = -778488.641066
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 27 (2800 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (21751.440000 sec): 2 clusters
  Score: Raw -262073.878865 + Penalty 1289.823388 = -260784.055477
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (21751.600000 sec): 3 clusters
  Score: Raw -260746.267739 + Penalty 2579.646776 = -258166.620963
  nChanged 1049
		SP:Iteration 1F (21751.790000 sec): 3 clusters
  Score: Raw -261325.907173 + Penalty 2579.646776 = -258746.260397
  nChanged 191
		SP:Iteration 2F (21751.950000 sec): 3 clusters
  Score: Raw -261440.945066 + Penalty 2579.646776 = -258861.298290
  nChanged 121
		SP:Iteration 3Q (21752.120000 sec): 3 clusters
  Score: Raw -261509.682040 + Penalty 2579.646776 = -258930.035263
  nChanged 110
		SP:Iteration 4Q (21752.300000 sec): 3 clusters
  Score: Raw -261575.379795 + Penalty 2579.646776 = -258995.733019
  nChanged 99
		SP:Iteration 5Q (21752.480000 sec): 3 clusters
  Score: Raw -261632.763915 + Penalty 2579.646776 = -259053.117139
  nChanged 75
		SP:Iteration 6Q (21752.650000 sec): 3 clusters
  Score: Raw -261666.227971 + Penalty 2579.646776 = -259086.581195
  nChanged 56
		SP:Iteration 7Q (21752.830000 sec): 3 clusters
  Score: Raw -261691.403054 + Penalty 2579.646776 = -259111.756278
  nChanged 52
		SP:Iteration 8Q (21753.000000 sec): 3 clusters
  Score: Raw -261719.100957 + Penalty 2579.646776 = -259139.454181
  nChanged 56
		SP:Iteration 9Q (21753.180000 sec): 3 clusters
  Score: Raw -261747.099203 + Penalty 2579.646776 = -259167.452427
  nChanged 55
		SP:Iteration 10Q (21753.360000 sec): 3 clusters
  Score: Raw -261769.503905 + Penalty 2579.646776 = -259189.857129
  nChanged 35
		SP:Iteration 11Q (21753.530000 sec): 3 clusters
  Score: Raw -261787.901907 + Penalty 2579.646776 = -259208.255131
  nChanged 40
		SP:Iteration 12Q (21753.710000 sec): 3 clusters
  Score: Raw -261811.505870 + Penalty 2579.646776 = -259231.859093
  nChanged 39
		SP:Iteration 13Q (21753.880000 sec): 3 clusters
  Score: Raw -261831.373217 + Penalty 2579.646776 = -259251.726440
  nChanged 40
		SP:Iteration 14Q (21754.060000 sec): 3 clusters
  Score: Raw -261847.953711 + Penalty 2579.646776 = -259268.306935
  nChanged 34
		SP:Iteration 15Q (21754.220000 sec): 3 clusters
  Score: Raw -261866.176995 + Penalty 2579.646776 = -259286.530218
  nChanged 34
		SP:Iteration 16Q (21754.380000 sec): 3 clusters
  Score: Raw -261884.426864 + Penalty 2579.646776 = -259304.780087
  nChanged 36
		SP:Iteration 17Q (21754.540000 sec): 3 clusters
  Score: Raw -261900.222410 + Penalty 2579.646776 = -259320.575634
  nChanged 30
		SP:Iteration 18Q (21754.700000 sec): 3 clusters
  Score: Raw -261914.360636 + Penalty 2579.646776 = -259334.713860
  nChanged 24
		SP:Iteration 19Q (21754.860000 sec): 3 clusters
  Score: Raw -261926.777054 + Penalty 2579.646776 = -259347.130278
  nChanged 29
		SP:Iteration 20F (21755.060000 sec): 3 clusters
  Score: Raw -261941.168801 + Penalty 2579.646776 = -259361.522025
  nChanged 24
		SP:Iteration 21Q (21755.240000 sec): 3 clusters
  Score: Raw -261951.055232 + Penalty 2579.646776 = -259371.408456
  nChanged 19
		SP:Iteration 22Q (21755.380000 sec): 3 clusters
  Score: Raw -261957.850791 + Penalty 2579.646776 = -259378.204015
  nChanged 12
		SP:Iteration 23Q (21755.520000 sec): 3 clusters
  Score: Raw -261962.200342 + Penalty 2579.646776 = -259382.553566
  nChanged 10
		SP:Iteration 24Q (21755.660000 sec): 3 clusters
  Score: Raw -261966.843906 + Penalty 2579.646776 = -259387.197130
  nChanged 11
		SP:Iteration 25Q (21755.810000 sec): 3 clusters
  Score: Raw -261970.307708 + Penalty 2579.646776 = -259390.660932
  nChanged 6
		SP:Iteration 26Q (21755.950000 sec): 3 clusters
  Score: Raw -261972.528077 + Penalty 2579.646776 = -259392.881301
  nChanged 8
		SP:Iteration 27Q (21756.090000 sec): 3 clusters
  Score: Raw -261976.125402 + Penalty 2579.646776 = -259396.478626
  nChanged 13
		SP:Iteration 28Q (21756.240000 sec): 3 clusters
  Score: Raw -261981.143447 + Penalty 2579.646776 = -259401.496671
  nChanged 12
		SP:Iteration 29Q (21756.340000 sec): 3 clusters
  Score: Raw -261988.625822 + Penalty 2579.646776 = -259408.979046
  nChanged 20
		SP:Iteration 30Q (21756.520000 sec): 3 clusters
  Score: Raw -261997.429234 + Penalty 2579.646776 = -259417.782458
  nChanged 18
		SP:Iteration 31Q (21756.690000 sec): 3 clusters
  Score: Raw -262006.080985 + Penalty 2579.646776 = -259426.434209
  nChanged 15
		SP:Iteration 32Q (21756.890000 sec): 3 clusters
  Score: Raw -262011.896501 + Penalty 2579.646776 = -259432.249725
  nChanged 11
		SP:Iteration 33Q (21757.110000 sec): 3 clusters
  Score: Raw -262018.007149 + Penalty 2579.646776 = -259438.360373
  nChanged 16
		SP:Iteration 34Q (21757.360000 sec): 3 clusters
  Score: Raw -262026.838879 + Penalty 2579.646776 = -259447.192103
  nChanged 15
		SP:Iteration 35Q (21757.490000 sec): 3 clusters
  Score: Raw -262035.321799 + Penalty 2579.646776 = -259455.675023
  nChanged 11
		SP:Iteration 36Q (21757.630000 sec): 3 clusters
  Score: Raw -262039.916664 + Penalty 2579.646776 = -259460.269888
  nChanged 10
		SP:Iteration 37Q (21757.780000 sec): 3 clusters
  Score: Raw -262044.144827 + Penalty 2579.646776 = -259464.498051
  nChanged 9
		SP:Iteration 38Q (21757.930000 sec): 3 clusters
  Score: Raw -262046.821921 + Penalty 2579.646776 = -259467.175145
  nChanged 7
		SP:Iteration 39Q (21758.100000 sec): 3 clusters
  Score: Raw -262049.051722 + Penalty 2579.646776 = -259469.404946
  nChanged 6
		SP:Iteration 40F (21758.230000 sec): 3 clusters
  Score: Raw -262050.722765 + Penalty 2579.646776 = -259471.075989
  nChanged 8
		SP:Iteration 41Q (21758.370000 sec): 3 clusters
  Score: Raw -262053.934760 + Penalty 2579.646776 = -259474.287983
  nChanged 17
		SP:Iteration 42Q (21758.500000 sec): 3 clusters
  Score: Raw -262059.485434 + Penalty 2579.646776 = -259479.838657
  nChanged 10
		SP:Iteration 43Q (21758.630000 sec): 3 clusters
  Score: Raw -262063.236491 + Penalty 2579.646776 = -259483.589715
  nChanged 10
		SP:Iteration 44Q (21758.780000 sec): 3 clusters
  Score: Raw -262067.611545 + Penalty 2579.646776 = -259487.964768
  nChanged 16
		SP:Iteration 45Q (21758.890000 sec): 3 clusters
  Score: Raw -262074.396937 + Penalty 2579.646776 = -259494.750160
  nChanged 10
		SP:Iteration 46Q (21759.070000 sec): 3 clusters
  Score: Raw -262077.764445 + Penalty 2579.646776 = -259498.117669
  nChanged 5
		SP:Iteration 47Q (21759.190000 sec): 3 clusters
  Score: Raw -262079.052540 + Penalty 2579.646776 = -259499.405763
  nChanged 2
		SP:Iteration 48Q (21759.360000 sec): 3 clusters
  Score: Raw -262079.809184 + Penalty 2579.646776 = -259500.162408
  nChanged 2
		SP:Iteration 49Q (21759.550000 sec): 3 clusters
  Score: Raw -262080.760160 + Penalty 2579.646776 = -259501.113384
  nChanged 3
		SP:Iteration 50Q (21759.700000 sec): 3 clusters
  Score: Raw -262082.077584 + Penalty 2579.646776 = -259502.430808
  nChanged 6
		SP:Iteration 51Q (21759.820000 sec): 3 clusters
  Score: Raw -262084.321130 + Penalty 2579.646776 = -259504.674354
  nChanged 1
		SP:Iteration 52Q (21759.960000 sec): 3 clusters
  Score: Raw -262084.521091 + Penalty 2579.646776 = -259504.874315
  nChanged 1
		SP:Iteration 53Q (21760.120000 sec): 3 clusters
  Score: Raw -262084.647517 + Penalty 2579.646776 = -259505.000741
  nChanged 0
		SP:Iteration 54F (21760.310000 sec): 3 clusters
  Score: Raw -262084.647517 + Penalty 2579.646776 = -259505.000741
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 28 (1044 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (21760.380000 sec): 2 clusters
  Score: Raw -78315.952741 + Penalty 1129.507400 = -77186.445341
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (21760.550000 sec): 3 clusters
  Score: Raw -77982.553949 + Penalty 2259.014800 = -75723.539149
  nChanged 355
		SP:Iteration 1F (21760.710000 sec): 3 clusters
  Score: Raw -78358.904899 + Penalty 2259.014800 = -76099.890099
  nChanged 104
		SP:Iteration 2F (21760.910000 sec): 3 clusters
  Score: Raw -78525.225443 + Penalty 2259.014800 = -76266.210643
  nChanged 74
		SP:Iteration 3F (21761.070000 sec): 3 clusters
  Score: Raw -78644.161810 + Penalty 2259.014800 = -76385.147010
  nChanged 43
		SP:Iteration 4Q (21761.250000 sec): 3 clusters
  Score: Raw -78721.589571 + Penalty 2259.014800 = -76462.574771
  nChanged 27
		SP:Iteration 5Q (21761.460000 sec): 3 clusters
  Score: Raw -78758.803236 + Penalty 2259.014800 = -76499.788436
  nChanged 17
		SP:Iteration 6Q (21761.650000 sec): 3 clusters
  Score: Raw -78780.141685 + Penalty 2259.014800 = -76521.126885
  nChanged 19
		SP:Iteration 7Q (21761.830000 sec): 3 clusters
  Score: Raw -78813.366503 + Penalty 2259.014800 = -76554.351703
  nChanged 16
		SP:Iteration 8Q (21762.030000 sec): 3 clusters
  Score: Raw -78844.592923 + Penalty 2259.014800 = -76585.578123
  nChanged 19
		SP:Iteration 9Q (21762.150000 sec): 3 clusters
  Score: Raw -78873.778342 + Penalty 2259.014800 = -76614.763543
  nChanged 16
		SP:Iteration 10Q (21762.360000 sec): 3 clusters
  Score: Raw -78900.488652 + Penalty 2259.014800 = -76641.473852
  nChanged 15
		SP:Iteration 11Q (21762.520000 sec): 3 clusters
  Score: Raw -78923.925446 + Penalty 2259.014800 = -76664.910646
  nChanged 20
		SP:Iteration 12Q (21762.660000 sec): 3 clusters
  Score: Raw -78938.589099 + Penalty 2259.014800 = -76679.574299
  nChanged 8
		SP:Iteration 13Q (21762.850000 sec): 3 clusters
  Score: Raw -78947.926991 + Penalty 2259.014800 = -76688.912192
  nChanged 5
		SP:Iteration 14Q (21763.020000 sec): 3 clusters
  Score: Raw -78954.498707 + Penalty 2259.014800 = -76695.483907
  nChanged 7
		SP:Iteration 15Q (21763.190000 sec): 3 clusters
  Score: Raw -78962.751402 + Penalty 2259.014800 = -76703.736602
  nChanged 4
		SP:Iteration 16Q (21763.360000 sec): 3 clusters
  Score: Raw -78966.092970 + Penalty 2259.014800 = -76707.078170
  nChanged 3
		SP:Iteration 17Q (21763.520000 sec): 3 clusters
  Score: Raw -78968.528044 + Penalty 2259.014800 = -76709.513244
  nChanged 2
		SP:Iteration 18Q (21763.720000 sec): 3 clusters
  Score: Raw -78969.813704 + Penalty 2259.014800 = -76710.798904
  nChanged 1
		SP:Iteration 19Q (21763.890000 sec): 3 clusters
  Score: Raw -78970.542204 + Penalty 2259.014800 = -76711.527404
  nChanged 3
		SP:Iteration 20F (21764.050000 sec): 3 clusters
  Score: Raw -78973.255801 + Penalty 2259.014800 = -76714.241001
  nChanged 2
		SP:Iteration 21Q (21764.170000 sec): 3 clusters
  Score: Raw -78975.603004 + Penalty 2259.014800 = -76716.588205
  nChanged 1
		SP:Iteration 22Q (21764.340000 sec): 3 clusters
  Score: Raw -78976.250549 + Penalty 2259.014800 = -76717.235749
  nChanged 1
		SP:Iteration 23Q (21764.440000 sec): 3 clusters
  Score: Raw -78977.739012 + Penalty 2259.014800 = -76718.724213
  nChanged 0
		SP:Iteration 24F (21764.550000 sec): 3 clusters
  Score: Raw -78977.739012 + Penalty 2259.014800 = -76718.724213
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 29 (3675 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (21764.670000 sec): 2 clusters
  Score: Raw -338292.587215 + Penalty 1334.012617 = -336958.574598
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (21764.850000 sec): 3 clusters
  Score: Raw -336494.822104 + Penalty 2668.025234 = -333826.796870
  nChanged 1418
		SP:Iteration 1F (21765.030000 sec): 3 clusters
  Score: Raw -337341.391889 + Penalty 2668.025234 = -334673.366655
  nChanged 313
		SP:Iteration 2F (21765.170000 sec): 3 clusters
  Score: Raw -337605.310198 + Penalty 2668.025234 = -334937.284964
  nChanged 297
		SP:Iteration 3F (21765.320000 sec): 3 clusters
  Score: Raw -337900.787437 + Penalty 2668.025234 = -335232.762203
  nChanged 266
		SP:Iteration 4F (21765.420000 sec): 3 clusters
  Score: Raw -338136.316499 + Penalty 2668.025234 = -335468.291265
  nChanged 207
		SP:Iteration 5F (21765.600000 sec): 3 clusters
  Score: Raw -338307.339307 + Penalty 2668.025234 = -335639.314073
  nChanged 162
		SP:Iteration 6Q (21765.750000 sec): 3 clusters
  Score: Raw -338423.920613 + Penalty 2668.025234 = -335755.895379
  nChanged 133
		SP:Iteration 7Q (21765.890000 sec): 3 clusters
  Score: Raw -338508.566519 + Penalty 2668.025234 = -335840.541286
  nChanged 80
		SP:Iteration 8Q (21765.990000 sec): 3 clusters
  Score: Raw -338550.616511 + Penalty 2668.025234 = -335882.591277
  nChanged 49
		SP:Iteration 9Q (21766.130000 sec): 3 clusters
  Score: Raw -338575.429267 + Penalty 2668.025234 = -335907.404033
  nChanged 37
		SP:Iteration 10Q (21766.270000 sec): 3 clusters
  Score: Raw -338593.352335 + Penalty 2668.025234 = -335925.327101
  nChanged 25
		SP:Iteration 11Q (21766.420000 sec): 3 clusters
  Score: Raw -338604.131716 + Penalty 2668.025234 = -335936.106482
  nChanged 18
		SP:Iteration 12Q (21766.560000 sec): 3 clusters
  Score: Raw -338611.784924 + Penalty 2668.025234 = -335943.759690
  nChanged 10
		SP:Iteration 13Q (21766.710000 sec): 3 clusters
  Score: Raw -338615.771880 + Penalty 2668.025234 = -335947.746647
  nChanged 14
		SP:Iteration 14Q (21766.850000 sec): 3 clusters
  Score: Raw -338620.168553 + Penalty 2668.025234 = -335952.143319
  nChanged 5
		SP:Iteration 15Q (21767.000000 sec): 3 clusters
  Score: Raw -338622.102757 + Penalty 2668.025234 = -335954.077523
  nChanged 5
		SP:Iteration 16Q (21767.140000 sec): 3 clusters
  Score: Raw -338623.733623 + Penalty 2668.025234 = -335955.708389
  nChanged 3
		SP:Iteration 17Q (21767.290000 sec): 3 clusters
  Score: Raw -338624.744441 + Penalty 2668.025234 = -335956.719207
  nChanged 3
		SP:Iteration 18Q (21767.430000 sec): 3 clusters
  Score: Raw -338626.403202 + Penalty 2668.025234 = -335958.377968
  nChanged 5
		SP:Iteration 19Q (21767.570000 sec): 3 clusters
  Score: Raw -338628.181896 + Penalty 2668.025234 = -335960.156662
  nChanged 4
		SP:Iteration 20F (21767.710000 sec): 3 clusters
  Score: Raw -338631.276355 + Penalty 2668.025234 = -335963.251122
  nChanged 7
		SP:Iteration 21Q (21767.860000 sec): 3 clusters
  Score: Raw -338633.673897 + Penalty 2668.025234 = -335965.648663
  nChanged 4
		SP:Iteration 22Q (21768.000000 sec): 3 clusters
  Score: Raw -338635.125058 + Penalty 2668.025234 = -335967.099824
  nChanged 5
		SP:Iteration 23Q (21768.150000 sec): 3 clusters
  Score: Raw -338638.121585 + Penalty 2668.025234 = -335970.096352
  nChanged 8
		SP:Iteration 24Q (21768.290000 sec): 3 clusters
  Score: Raw -338640.781396 + Penalty 2668.025234 = -335972.756163
  nChanged 5
		SP:Iteration 25Q (21768.430000 sec): 3 clusters
  Score: Raw -338642.841931 + Penalty 2668.025234 = -335974.816698
  nChanged 5
		SP:Iteration 26Q (21768.580000 sec): 3 clusters
  Score: Raw -338644.270524 + Penalty 2668.025234 = -335976.245291
  nChanged 2
		SP:Iteration 27Q (21768.720000 sec): 3 clusters
  Score: Raw -338645.108302 + Penalty 2668.025234 = -335977.083068
  nChanged 3
		SP:Iteration 28Q (21768.860000 sec): 3 clusters
  Score: Raw -338645.953196 + Penalty 2668.025234 = -335977.927962
  nChanged 2
		SP:Iteration 29Q (21769.010000 sec): 3 clusters
  Score: Raw -338646.839543 + Penalty 2668.025234 = -335978.814309
  nChanged 4
		SP:Iteration 30Q (21769.150000 sec): 3 clusters
  Score: Raw -338648.369564 + Penalty 2668.025234 = -335980.344330
  nChanged 3
		SP:Iteration 31Q (21769.300000 sec): 3 clusters
  Score: Raw -338649.272641 + Penalty 2668.025234 = -335981.247408
  nChanged 2
		SP:Iteration 32Q (21769.420000 sec): 3 clusters
  Score: Raw -338650.159912 + Penalty 2668.025234 = -335982.134678
  nChanged 2
		SP:Iteration 33Q (21769.570000 sec): 3 clusters
  Score: Raw -338650.875284 + Penalty 2668.025234 = -335982.850050
  nChanged 2
		SP:Iteration 34Q (21769.710000 sec): 3 clusters
  Score: Raw -338651.542546 + Penalty 2668.025234 = -335983.517312
  nChanged 2
		SP:Iteration 35Q (21769.860000 sec): 3 clusters
  Score: Raw -338652.543167 + Penalty 2668.025234 = -335984.517933
  nChanged 3
		SP:Iteration 36Q (21770.000000 sec): 3 clusters
  Score: Raw -338653.805918 + Penalty 2668.025234 = -335985.780684
  nChanged 1
		SP:Iteration 37Q (21770.140000 sec): 3 clusters
  Score: Raw -338653.968688 + Penalty 2668.025234 = -335985.943454
  nChanged 0
		SP:Iteration 38F (21770.290000 sec): 3 clusters
  Score: Raw -338653.968688 + Penalty 2668.025234 = -335985.943454
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 30 (964 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (21770.390000 sec): 2 clusters
  Score: Raw -68875.888009 + Penalty 1116.552335 = -67759.335674
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (21770.530000 sec): 3 clusters
  Score: Raw -68575.451396 + Penalty 2233.104671 = -66342.346726
  nChanged 279
		SP:Iteration 1F (21770.670000 sec): 3 clusters
  Score: Raw -68866.434151 + Penalty 2233.104671 = -66633.329480
  nChanged 87
		SP:Iteration 2F (21770.820000 sec): 3 clusters
  Score: Raw -69007.094710 + Penalty 2233.104671 = -66773.990039
  nChanged 54
		SP:Iteration 3F (21770.960000 sec): 3 clusters
  Score: Raw -69128.148122 + Penalty 2233.104671 = -66895.043451
  nChanged 53
		SP:Iteration 4F (21771.100000 sec): 3 clusters
  Score: Raw -69227.202515 + Penalty 2233.104671 = -66994.097845
  nChanged 39
		SP:Iteration 5Q (21771.250000 sec): 3 clusters
  Score: Raw -69302.883191 + Penalty 2233.104671 = -67069.778520
  nChanged 28
		SP:Iteration 6Q (21771.390000 sec): 3 clusters
  Score: Raw -69364.213039 + Penalty 2233.104671 = -67131.108368
  nChanged 32
		SP:Iteration 7Q (21771.540000 sec): 3 clusters
  Score: Raw -69417.918813 + Penalty 2233.104671 = -67184.814142
  nChanged 25
		SP:Iteration 8Q (21771.680000 sec): 3 clusters
  Score: Raw -69459.315106 + Penalty 2233.104671 = -67226.210435
  nChanged 19
		SP:Iteration 9Q (21771.820000 sec): 3 clusters
  Score: Raw -69495.734804 + Penalty 2233.104671 = -67262.630133
  nChanged 15
		SP:Iteration 10Q (21771.960000 sec): 3 clusters
  Score: Raw -69532.705520 + Penalty 2233.104671 = -67299.600849
  nChanged 22
		SP:Iteration 11Q (21772.060000 sec): 3 clusters
  Score: Raw -69574.513608 + Penalty 2233.104671 = -67341.408937
  nChanged 17
		SP:Iteration 12Q (21772.250000 sec): 3 clusters
  Score: Raw -69593.516369 + Penalty 2233.104671 = -67360.411698
  nChanged 9
		SP:Iteration 13Q (21772.390000 sec): 3 clusters
  Score: Raw -69606.863219 + Penalty 2233.104671 = -67373.758548
  nChanged 4
		SP:Iteration 14Q (21772.540000 sec): 3 clusters
  Score: Raw -69611.806004 + Penalty 2233.104671 = -67378.701333
  nChanged 3
		SP:Iteration 15Q (21772.680000 sec): 3 clusters
  Score: Raw -69617.285748 + Penalty 2233.104671 = -67384.181077
  nChanged 4
		SP:Iteration 16Q (21772.820000 sec): 3 clusters
  Score: Raw -69621.422667 + Penalty 2233.104671 = -67388.317996
  nChanged 5
		SP:Iteration 17Q (21772.970000 sec): 3 clusters
  Score: Raw -69626.252995 + Penalty 2233.104671 = -67393.148324
  nChanged 2
		SP:Iteration 18Q (21773.110000 sec): 3 clusters
  Score: Raw -69627.240037 + Penalty 2233.104671 = -67394.135367
  nChanged 0
		SP:Iteration 19F (21773.260000 sec): 3 clusters
  Score: Raw -69627.240037 + Penalty 2233.104671 = -67394.135367
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 31 (107551 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (21773.930000 sec): 2 clusters
  Score: Raw -9840755.206423 + Penalty 1882.679570 = -9838872.526852
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (21774.830000 sec): 3 clusters
  Score: Raw -9770494.101804 + Penalty 3765.359141 = -9766728.742664
  nChanged 51850
		SP:Iteration 1F (21775.740000 sec): 3 clusters
  Score: Raw -9801152.326802 + Penalty 3765.359141 = -9797386.967661
  nChanged 3773
		SP:Iteration 2Q (21776.700000 sec): 3 clusters
  Score: Raw -9802238.337144 + Penalty 3765.359141 = -9798472.978004
  nChanged 4394
		SP:Iteration 3Q (21777.640000 sec): 3 clusters
  Score: Raw -9803859.315689 + Penalty 3765.359141 = -9800093.956549
  nChanged 5525
		SP:Iteration 4F (21778.410000 sec): 3 clusters
  Score: Raw -9806500.106015 + Penalty 3765.359141 = -9802734.746874
  nChanged 6774
		SP:Iteration 5F (21779.140000 sec): 3 clusters
  Score: Raw -9810557.001457 + Penalty 3765.359141 = -9806791.642316
  nChanged 7558
		SP:Iteration 6F (21779.980000 sec): 3 clusters
  Score: Raw -9815745.199910 + Penalty 3765.359141 = -9811979.840769
  nChanged 7516
		SP:Iteration 7F (21780.800000 sec): 3 clusters
  Score: Raw -9821326.875527 + Penalty 3765.359141 = -9817561.516386
  nChanged 6483
		SP:Iteration 8F (21781.570000 sec): 3 clusters
  Score: Raw -9826393.988375 + Penalty 3765.359141 = -9822628.629234
  nChanged 5076
		SP:Iteration 9Q (21782.370000 sec): 3 clusters
  Score: Raw -9830600.521271 + Penalty 3765.359141 = -9826835.162130
  nChanged 3699
		SP:Iteration 10Q (21783.230000 sec): 3 clusters
  Score: Raw -9833819.333244 + Penalty 3765.359141 = -9830053.974103
  nChanged 2708
		SP:Iteration 11Q (21784.010000 sec): 3 clusters
  Score: Raw -9836023.423554 + Penalty 3765.359141 = -9832258.064413
  nChanged 1906
		SP:Iteration 12Q (21784.950000 sec): 3 clusters
  Score: Raw -9837495.174708 + Penalty 3765.359141 = -9833729.815567
  nChanged 1460
		SP:Iteration 13Q (21785.880000 sec): 3 clusters
  Score: Raw -9838576.751841 + Penalty 3765.359141 = -9834811.392701
  nChanged 1217
		SP:Iteration 14Q (21786.850000 sec): 3 clusters
  Score: Raw -9839519.598412 + Penalty 3765.359141 = -9835754.239271
  nChanged 990
		SP:Iteration 15Q (21787.810000 sec): 3 clusters
  Score: Raw -9840223.867405 + Penalty 3765.359141 = -9836458.508264
  nChanged 802
		SP:Iteration 16Q (21788.780000 sec): 3 clusters
  Score: Raw -9840691.185050 + Penalty 3765.359141 = -9836925.825909
  nChanged 633
		SP:Iteration 17Q (21789.540000 sec): 3 clusters
  Score: Raw -9840996.448292 + Penalty 3765.359141 = -9837231.089151
  nChanged 506
		SP:Iteration 18Q (21790.280000 sec): 3 clusters
  Score: Raw -9841189.870367 + Penalty 3765.359141 = -9837424.511226
  nChanged 405
		SP:Iteration 19Q (21791.000000 sec): 3 clusters
  Score: Raw -9841319.220343 + Penalty 3765.359141 = -9837553.861202
  nChanged 332
		SP:Iteration 20F (21791.840000 sec): 3 clusters
  Score: Raw -9841407.424470 + Penalty 3765.359141 = -9837642.065329
  nChanged 246
		SP:Iteration 21Q (21792.590000 sec): 3 clusters
  Score: Raw -9841459.563309 + Penalty 3765.359141 = -9837694.204169
  nChanged 201
		SP:Iteration 22Q (21793.320000 sec): 3 clusters
  Score: Raw -9841497.260757 + Penalty 3765.359141 = -9837731.901616
  nChanged 162
		SP:Iteration 23Q (21794.070000 sec): 3 clusters
  Score: Raw -9841523.611349 + Penalty 3765.359141 = -9837758.252208
  nChanged 122
		SP:Iteration 24Q (21794.850000 sec): 3 clusters
  Score: Raw -9841539.130792 + Penalty 3765.359141 = -9837773.771652
  nChanged 83
		SP:Iteration 25Q (21795.590000 sec): 3 clusters
  Score: Raw -9841548.004370 + Penalty 3765.359141 = -9837782.645229
  nChanged 69
		SP:Iteration 26Q (21796.330000 sec): 3 clusters
  Score: Raw -9841556.235149 + Penalty 3765.359141 = -9837790.876009
  nChanged 67
		SP:Iteration 27Q (21797.060000 sec): 3 clusters
  Score: Raw -9841564.640080 + Penalty 3765.359141 = -9837799.280939
  nChanged 63
		SP:Iteration 28Q (21797.770000 sec): 3 clusters
  Score: Raw -9841571.911182 + Penalty 3765.359141 = -9837806.552041
  nChanged 54
		SP:Iteration 29Q (21798.460000 sec): 3 clusters
  Score: Raw -9841577.425698 + Penalty 3765.359141 = -9837812.066557
  nChanged 39
		SP:Iteration 30Q (21799.170000 sec): 3 clusters
  Score: Raw -9841582.035664 + Penalty 3765.359141 = -9837816.676524
  nChanged 42
		SP:Iteration 31Q (21799.890000 sec): 3 clusters
  Score: Raw -9841586.285650 + Penalty 3765.359141 = -9837820.926509
  nChanged 36
		SP:Iteration 32Q (21800.640000 sec): 3 clusters
  Score: Raw -9841590.319864 + Penalty 3765.359141 = -9837824.960723
  nChanged 51
		SP:Iteration 33Q (21801.450000 sec): 3 clusters
  Score: Raw -9841595.404878 + Penalty 3765.359141 = -9837830.045737
  nChanged 35
		SP:Iteration 34Q (21802.110000 sec): 3 clusters
  Score: Raw -9841598.516057 + Penalty 3765.359141 = -9837833.156916
  nChanged 31
		SP:Iteration 35Q (21802.730000 sec): 3 clusters
  Score: Raw -9841601.169099 + Penalty 3765.359141 = -9837835.809958
  nChanged 29
		SP:Iteration 36Q (21803.340000 sec): 3 clusters
  Score: Raw -9841604.248682 + Penalty 3765.359141 = -9837838.889541
  nChanged 30
		SP:Iteration 37Q (21804.020000 sec): 3 clusters
  Score: Raw -9841607.504358 + Penalty 3765.359141 = -9837842.145217
  nChanged 33
		SP:Iteration 38Q (21804.750000 sec): 3 clusters
  Score: Raw -9841610.510941 + Penalty 3765.359141 = -9837845.151801
  nChanged 21
		SP:Iteration 39Q (21805.470000 sec): 3 clusters
  Score: Raw -9841612.948825 + Penalty 3765.359141 = -9837847.589684
  nChanged 26
		SP:Iteration 40F (21806.260000 sec): 3 clusters
  Score: Raw -9841614.967154 + Penalty 3765.359141 = -9837849.608014
  nChanged 23
		SP:Iteration 41Q (21806.980000 sec): 3 clusters
  Score: Raw -9841616.632099 + Penalty 3765.359141 = -9837851.272959
  nChanged 19
		SP:Iteration 42Q (21807.670000 sec): 3 clusters
  Score: Raw -9841618.148435 + Penalty 3765.359141 = -9837852.789295
  nChanged 21
		SP:Iteration 43Q (21808.390000 sec): 3 clusters
  Score: Raw -9841619.410433 + Penalty 3765.359141 = -9837854.051293
  nChanged 15
		SP:Iteration 44Q (21809.100000 sec): 3 clusters
  Score: Raw -9841620.382702 + Penalty 3765.359141 = -9837855.023561
  nChanged 12
		SP:Iteration 45Q (21809.810000 sec): 3 clusters
  Score: Raw -9841621.252598 + Penalty 3765.359141 = -9837855.893457
  nChanged 14
		SP:Iteration 46Q (21810.470000 sec): 3 clusters
  Score: Raw -9841622.211197 + Penalty 3765.359141 = -9837856.852056
  nChanged 13
		SP:Iteration 47Q (21811.200000 sec): 3 clusters
  Score: Raw -9841622.976926 + Penalty 3765.359141 = -9837857.617785
  nChanged 5
		SP:Iteration 48Q (21811.910000 sec): 3 clusters
  Score: Raw -9841623.399130 + Penalty 3765.359141 = -9837858.039989
  nChanged 9
		SP:Iteration 49Q (21812.590000 sec): 3 clusters
  Score: Raw -9841624.010074 + Penalty 3765.359141 = -9837858.650934
  nChanged 7
		SP:Iteration 50Q (21813.240000 sec): 3 clusters
  Score: Raw -9841624.570892 + Penalty 3765.359141 = -9837859.211751
  nChanged 10
		SP:Iteration 51Q (21813.930000 sec): 3 clusters
  Score: Raw -9841625.261781 + Penalty 3765.359141 = -9837859.902640
  nChanged 11
		SP:Iteration 52Q (21814.640000 sec): 3 clusters
  Score: Raw -9841626.029066 + Penalty 3765.359141 = -9837860.669925
  nChanged 15
		SP:Iteration 53Q (21815.300000 sec): 3 clusters
  Score: Raw -9841627.062985 + Penalty 3765.359141 = -9837861.703844
  nChanged 11
		SP:Iteration 54Q (21816.100000 sec): 3 clusters
  Score: Raw -9841627.779837 + Penalty 3765.359141 = -9837862.420696
  nChanged 4
		SP:Iteration 55Q (21816.810000 sec): 3 clusters
  Score: Raw -9841628.046106 + Penalty 3765.359141 = -9837862.686965
  nChanged 5
		SP:Iteration 56Q (21817.500000 sec): 3 clusters
  Score: Raw -9841628.372376 + Penalty 3765.359141 = -9837863.013235
  nChanged 6
		SP:Iteration 57Q (21818.250000 sec): 3 clusters
  Score: Raw -9841628.875365 + Penalty 3765.359141 = -9837863.516224
  nChanged 8
		SP:Iteration 58Q (21818.940000 sec): 3 clusters
  Score: Raw -9841629.610022 + Penalty 3765.359141 = -9837864.250882
  nChanged 11
		SP:Iteration 59Q (21819.630000 sec): 3 clusters
  Score: Raw -9841630.282404 + Penalty 3765.359141 = -9837864.923263
  nChanged 7
		SP:Iteration 60F (21820.250000 sec): 3 clusters
  Score: Raw -9841630.716125 + Penalty 3765.359141 = -9837865.356985
  nChanged 8
		SP:Iteration 61Q (21820.860000 sec): 3 clusters
  Score: Raw -9841631.127814 + Penalty 3765.359141 = -9837865.768673
  nChanged 5
		SP:Iteration 62Q (21821.490000 sec): 3 clusters
  Score: Raw -9841631.475865 + Penalty 3765.359141 = -9837866.116724
  nChanged 7
		SP:Iteration 63Q (21822.220000 sec): 3 clusters
  Score: Raw -9841631.909697 + Penalty 3765.359141 = -9837866.550557
  nChanged 4
		SP:Iteration 64Q (21823.130000 sec): 3 clusters
  Score: Raw -9841632.135940 + Penalty 3765.359141 = -9837866.776799
  nChanged 3
		SP:Iteration 65Q (21824.060000 sec): 3 clusters
  Score: Raw -9841632.320071 + Penalty 3765.359141 = -9837866.960931
  nChanged 4
		SP:Iteration 66Q (21824.980000 sec): 3 clusters
  Score: Raw -9841632.701884 + Penalty 3765.359141 = -9837867.342744
  nChanged 2
		SP:Iteration 67Q (21825.910000 sec): 3 clusters
  Score: Raw -9841632.852876 + Penalty 3765.359141 = -9837867.493736
  nChanged 0
		SP:Iteration 68F (21826.840000 sec): 3 clusters
  Score: Raw -9841632.852876 + Penalty 3765.359141 = -9837867.493736
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 32 (2750 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (21826.970000 sec): 2 clusters
  Score: Raw -237000.512946 + Penalty 1286.895381 = -235713.617565
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (21827.190000 sec): 3 clusters
  Score: Raw -235728.987795 + Penalty 2573.790762 = -233155.197033
  nChanged 1011
		SP:Iteration 1F (21827.380000 sec): 3 clusters
  Score: Raw -236324.534334 + Penalty 2573.790762 = -233750.743572
  nChanged 203
		SP:Iteration 2F (21827.530000 sec): 3 clusters
  Score: Raw -236456.909730 + Penalty 2573.790762 = -233883.118968
  nChanged 135
		SP:Iteration 3Q (21827.660000 sec): 3 clusters
  Score: Raw -236528.534536 + Penalty 2573.790762 = -233954.743774
  nChanged 91
		SP:Iteration 4Q (21827.810000 sec): 3 clusters
  Score: Raw -236581.503705 + Penalty 2573.790762 = -234007.712943
  nChanged 85
		SP:Iteration 5Q (21827.920000 sec): 3 clusters
  Score: Raw -236629.204559 + Penalty 2573.790762 = -234055.413797
  nChanged 70
		SP:Iteration 6Q (21828.090000 sec): 3 clusters
  Score: Raw -236681.107595 + Penalty 2573.790762 = -234107.316833
  nChanged 84
		SP:Iteration 7Q (21828.240000 sec): 3 clusters
  Score: Raw -236734.989162 + Penalty 2573.790762 = -234161.198400
  nChanged 79
		SP:Iteration 8Q (21828.390000 sec): 3 clusters
  Score: Raw -236780.416905 + Penalty 2573.790762 = -234206.626143
  nChanged 65
		SP:Iteration 9Q (21828.500000 sec): 3 clusters
  Score: Raw -236820.631276 + Penalty 2573.790762 = -234246.840514
  nChanged 55
		SP:Iteration 10Q (21828.670000 sec): 3 clusters
  Score: Raw -236856.186703 + Penalty 2573.790762 = -234282.395941
  nChanged 55
		SP:Iteration 11Q (21828.790000 sec): 3 clusters
  Score: Raw -236887.926239 + Penalty 2573.790762 = -234314.135477
  nChanged 43
		SP:Iteration 12Q (21828.940000 sec): 3 clusters
  Score: Raw -236911.366192 + Penalty 2573.790762 = -234337.575430
  nChanged 38
		SP:Iteration 13Q (21829.050000 sec): 3 clusters
  Score: Raw -236933.648709 + Penalty 2573.790762 = -234359.857947
  nChanged 35
		SP:Iteration 14Q (21829.190000 sec): 3 clusters
  Score: Raw -236954.738359 + Penalty 2573.790762 = -234380.947597
  nChanged 30
		SP:Iteration 15Q (21829.290000 sec): 3 clusters
  Score: Raw -236973.408722 + Penalty 2573.790762 = -234399.617960
  nChanged 23
		SP:Iteration 16Q (21829.430000 sec): 3 clusters
  Score: Raw -236982.802583 + Penalty 2573.790762 = -234409.011821
  nChanged 17
		SP:Iteration 17Q (21829.570000 sec): 3 clusters
  Score: Raw -236988.665959 + Penalty 2573.790762 = -234414.875197
  nChanged 17
		SP:Iteration 18Q (21829.720000 sec): 3 clusters
  Score: Raw -236995.988651 + Penalty 2573.790762 = -234422.197890
  nChanged 15
		SP:Iteration 19Q (21829.830000 sec): 3 clusters
  Score: Raw -237002.426162 + Penalty 2573.790762 = -234428.635400
  nChanged 14
		SP:Iteration 20F (21829.960000 sec): 3 clusters
  Score: Raw -237007.959834 + Penalty 2573.790762 = -234434.169072
  nChanged 13
		SP:Iteration 21Q (21830.100000 sec): 3 clusters
  Score: Raw -237016.310974 + Penalty 2573.790762 = -234442.520212
  nChanged 18
		SP:Iteration 22Q (21830.250000 sec): 3 clusters
  Score: Raw -237024.764074 + Penalty 2573.790762 = -234450.973312
  nChanged 19
		SP:Iteration 23Q (21830.390000 sec): 3 clusters
  Score: Raw -237035.327439 + Penalty 2573.790762 = -234461.536677
  nChanged 18
		SP:Iteration 24Q (21830.540000 sec): 3 clusters
  Score: Raw -237044.248208 + Penalty 2573.790762 = -234470.457446
  nChanged 13
		SP:Iteration 25Q (21830.630000 sec): 3 clusters
  Score: Raw -237049.547086 + Penalty 2573.790762 = -234475.756324
  nChanged 13
		SP:Iteration 26Q (21830.770000 sec): 3 clusters
  Score: Raw -237053.800964 + Penalty 2573.790762 = -234480.010202
  nChanged 8
		SP:Iteration 27Q (21830.870000 sec): 3 clusters
  Score: Raw -237057.478312 + Penalty 2573.790762 = -234483.687550
  nChanged 10
		SP:Iteration 28Q (21831.010000 sec): 3 clusters
  Score: Raw -237061.644615 + Penalty 2573.790762 = -234487.853853
  nChanged 12
		SP:Iteration 29Q (21831.120000 sec): 3 clusters
  Score: Raw -237069.377499 + Penalty 2573.790762 = -234495.586737
  nChanged 16
		SP:Iteration 30Q (21831.260000 sec): 3 clusters
  Score: Raw -237078.589151 + Penalty 2573.790762 = -234504.798389
  nChanged 17
		SP:Iteration 31Q (21831.350000 sec): 3 clusters
  Score: Raw -237084.859344 + Penalty 2573.790762 = -234511.068582
  nChanged 7
		SP:Iteration 32Q (21831.490000 sec): 3 clusters
  Score: Raw -237087.746457 + Penalty 2573.790762 = -234513.955695
  nChanged 8
		SP:Iteration 33Q (21831.640000 sec): 3 clusters
  Score: Raw -237091.041425 + Penalty 2573.790762 = -234517.250663
  nChanged 9
		SP:Iteration 34Q (21831.780000 sec): 3 clusters
  Score: Raw -237094.535829 + Penalty 2573.790762 = -234520.745067
  nChanged 11
		SP:Iteration 35Q (21831.880000 sec): 3 clusters
  Score: Raw -237100.279506 + Penalty 2573.790762 = -234526.488744
  nChanged 14
		SP:Iteration 36Q (21831.980000 sec): 3 clusters
  Score: Raw -237106.255868 + Penalty 2573.790762 = -234532.465106
  nChanged 12
		SP:Iteration 37Q (21832.120000 sec): 3 clusters
  Score: Raw -237109.957741 + Penalty 2573.790762 = -234536.166979
  nChanged 5
		SP:Iteration 38Q (21832.260000 sec): 3 clusters
  Score: Raw -237111.638330 + Penalty 2573.790762 = -234537.847568
  nChanged 3
		SP:Iteration 39Q (21832.450000 sec): 3 clusters
  Score: Raw -237112.764584 + Penalty 2573.790762 = -234538.973822
  nChanged 1
		SP:Iteration 40F (21832.600000 sec): 3 clusters
  Score: Raw -237113.041604 + Penalty 2573.790762 = -234539.250842
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 33 (9743 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (21832.730000 sec): 2 clusters
  Score: Raw -898135.381128 + Penalty 1492.449458 = -896642.931670
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (21832.930000 sec): 3 clusters
  Score: Raw -892617.904155 + Penalty 2984.898916 = -889633.005239
  nChanged 4155
		SP:Iteration 1F (21833.140000 sec): 3 clusters
  Score: Raw -895030.434576 + Penalty 2984.898916 = -892045.535660
  nChanged 691
		SP:Iteration 2F (21833.310000 sec): 3 clusters
  Score: Raw -895378.863685 + Penalty 2984.898916 = -892393.964769
  nChanged 553
		SP:Iteration 3F (21833.500000 sec): 3 clusters
  Score: Raw -895657.587294 + Penalty 2984.898916 = -892672.688378
  nChanged 466
		SP:Iteration 4Q (21833.730000 sec): 3 clusters
  Score: Raw -895895.022567 + Penalty 2984.898916 = -892910.123651
  nChanged 473
		SP:Iteration 5Q (21834.030000 sec): 3 clusters
  Score: Raw -896123.691498 + Penalty 2984.898916 = -893138.792581
  nChanged 430
		SP:Iteration 6Q (21834.280000 sec): 3 clusters
  Score: Raw -896316.752044 + Penalty 2984.898916 = -893331.853128
  nChanged 374
		SP:Iteration 7Q (21834.580000 sec): 3 clusters
  Score: Raw -896477.265377 + Penalty 2984.898916 = -893492.366461
  nChanged 341
		SP:Iteration 8Q (21834.910000 sec): 3 clusters
  Score: Raw -896624.530283 + Penalty 2984.898916 = -893639.631366
  nChanged 325
		SP:Iteration 9Q (21835.110000 sec): 3 clusters
  Score: Raw -896771.415371 + Penalty 2984.898916 = -893786.516455
  nChanged 286
		SP:Iteration 10Q (21835.300000 sec): 3 clusters
  Score: Raw -896891.445768 + Penalty 2984.898916 = -893906.546852
  nChanged 255
		SP:Iteration 11Q (21835.540000 sec): 3 clusters
  Score: Raw -896990.847826 + Penalty 2984.898916 = -894005.948910
  nChanged 221
		SP:Iteration 12Q (21835.710000 sec): 3 clusters
  Score: Raw -897094.641139 + Penalty 2984.898916 = -894109.742223
  nChanged 230
		SP:Iteration 13Q (21835.950000 sec): 3 clusters
  Score: Raw -897214.237693 + Penalty 2984.898916 = -894229.338777
  nChanged 230
		SP:Iteration 14Q (21836.170000 sec): 3 clusters
  Score: Raw -897332.271186 + Penalty 2984.898916 = -894347.372270
  nChanged 202
		SP:Iteration 15Q (21836.310000 sec): 3 clusters
  Score: Raw -897445.606624 + Penalty 2984.898916 = -894460.707708
  nChanged 181
		SP:Iteration 16Q (21836.540000 sec): 3 clusters
  Score: Raw -897562.672056 + Penalty 2984.898916 = -894577.773139
  nChanged 165
		SP:Iteration 17Q (21836.790000 sec): 3 clusters
  Score: Raw -897692.281108 + Penalty 2984.898916 = -894707.382192
  nChanged 199
		SP:Iteration 18Q (21837.000000 sec): 3 clusters
  Score: Raw -897848.631016 + Penalty 2984.898916 = -894863.732100
  nChanged 165
		SP:Iteration 19Q (21837.210000 sec): 3 clusters
  Score: Raw -897969.121641 + Penalty 2984.898916 = -894984.222725
  nChanged 135
		SP:Iteration 20F (21837.420000 sec): 3 clusters
  Score: Raw -898061.235167 + Penalty 2984.898916 = -895076.336251
  nChanged 126
		SP:Iteration 21Q (21837.700000 sec): 3 clusters
  Score: Raw -898146.348585 + Penalty 2984.898916 = -895161.449669
  nChanged 100
		SP:Iteration 22Q (21837.910000 sec): 3 clusters
  Score: Raw -898211.444044 + Penalty 2984.898916 = -895226.545127
  nChanged 71
		SP:Iteration 23Q (21838.130000 sec): 3 clusters
  Score: Raw -898255.618262 + Penalty 2984.898916 = -895270.719346
  nChanged 65
		SP:Iteration 24Q (21838.350000 sec): 3 clusters
  Score: Raw -898291.041799 + Penalty 2984.898916 = -895306.142883
  nChanged 53
		SP:Iteration 25Q (21838.580000 sec): 3 clusters
  Score: Raw -898317.226477 + Penalty 2984.898916 = -895332.327561
  nChanged 37
		SP:Iteration 26Q (21838.860000 sec): 3 clusters
  Score: Raw -898336.980187 + Penalty 2984.898916 = -895352.081271
  nChanged 32
		SP:Iteration 27Q (21839.090000 sec): 3 clusters
  Score: Raw -898357.744297 + Penalty 2984.898916 = -895372.845381
  nChanged 31
		SP:Iteration 28Q (21839.260000 sec): 3 clusters
  Score: Raw -898384.758692 + Penalty 2984.898916 = -895399.859776
  nChanged 38
		SP:Iteration 29Q (21839.440000 sec): 3 clusters
  Score: Raw -898408.760178 + Penalty 2984.898916 = -895423.861262
  nChanged 33
		SP:Iteration 30Q (21839.630000 sec): 3 clusters
  Score: Raw -898430.307981 + Penalty 2984.898916 = -895445.409064
  nChanged 26
		SP:Iteration 31Q (21839.860000 sec): 3 clusters
  Score: Raw -898444.778994 + Penalty 2984.898916 = -895459.880078
  nChanged 26
		SP:Iteration 32Q (21840.130000 sec): 3 clusters
  Score: Raw -898464.111903 + Penalty 2984.898916 = -895479.212986
  nChanged 23
		SP:Iteration 33Q (21840.370000 sec): 3 clusters
  Score: Raw -898479.173854 + Penalty 2984.898916 = -895494.274938
  nChanged 20
		SP:Iteration 34Q (21840.570000 sec): 3 clusters
  Score: Raw -898489.364062 + Penalty 2984.898916 = -895504.465146
  nChanged 18
		SP:Iteration 35Q (21840.730000 sec): 3 clusters
  Score: Raw -898498.132086 + Penalty 2984.898916 = -895513.233170
  nChanged 11
		SP:Iteration 36Q (21840.990000 sec): 3 clusters
  Score: Raw -898504.857591 + Penalty 2984.898916 = -895519.958675
  nChanged 12
		SP:Iteration 37Q (21841.240000 sec): 3 clusters
  Score: Raw -898511.633239 + Penalty 2984.898916 = -895526.734322
  nChanged 13
		SP:Iteration 38Q (21841.410000 sec): 3 clusters
  Score: Raw -898518.823011 + Penalty 2984.898916 = -895533.924095
  nChanged 13
		SP:Iteration 39Q (21841.560000 sec): 3 clusters
  Score: Raw -898525.880040 + Penalty 2984.898916 = -895540.981123
  nChanged 9
		SP:Iteration 40F (21841.730000 sec): 3 clusters
  Score: Raw -898529.185386 + Penalty 2984.898916 = -895544.286469
  nChanged 7
		SP:Iteration 41Q (21841.940000 sec): 3 clusters
  Score: Raw -898530.953107 + Penalty 2984.898916 = -895546.054191
  nChanged 3
		SP:Iteration 42Q (21842.100000 sec): 3 clusters
  Score: Raw -898531.353924 + Penalty 2984.898916 = -895546.455008
  nChanged 0
		SP:Iteration 43F (21842.320000 sec): 3 clusters
  Score: Raw -898531.353924 + Penalty 2984.898916 = -895546.455008
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 34 (1017 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (21842.540000 sec): 2 clusters
  Score: Raw -94057.388325 + Penalty 1125.249514 = -92932.138810
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (21842.680000 sec): 3 clusters
  Score: Raw -93709.524276 + Penalty 2250.499029 = -91459.025247
  nChanged 304
		SP:Iteration 1F (21842.820000 sec): 3 clusters
  Score: Raw -93963.887641 + Penalty 2250.499029 = -91713.388612
  nChanged 82
		SP:Iteration 2F (21842.950000 sec): 3 clusters
  Score: Raw -94047.814917 + Penalty 2250.499029 = -91797.315888
  nChanged 49
		SP:Iteration 3Q (21843.090000 sec): 3 clusters
  Score: Raw -94091.114727 + Penalty 2250.499029 = -91840.615698
  nChanged 21
		SP:Iteration 4Q (21843.180000 sec): 3 clusters
  Score: Raw -94112.276160 + Penalty 2250.499029 = -91861.777131
  nChanged 16
		SP:Iteration 5Q (21843.300000 sec): 3 clusters
  Score: Raw -94123.167156 + Penalty 2250.499029 = -91872.668127
  nChanged 10
		SP:Iteration 6Q (21843.420000 sec): 3 clusters
  Score: Raw -94127.634979 + Penalty 2250.499029 = -91877.135950
  nChanged 1
		SP:Iteration 7Q (21843.570000 sec): 3 clusters
  Score: Raw -94128.123700 + Penalty 2250.499029 = -91877.624672
  nChanged 1
		SP:Iteration 8Q (21843.710000 sec): 3 clusters
  Score: Raw -94128.282395 + Penalty 2250.499029 = -91877.783366
  nChanged 2
		SP:Iteration 9Q (21843.850000 sec): 3 clusters
  Score: Raw -94130.072333 + Penalty 2250.499029 = -91879.573304
  nChanged 2
		SP:Iteration 10Q (21844.000000 sec): 3 clusters
  Score: Raw -94131.649237 + Penalty 2250.499029 = -91881.150209
  nChanged 5
		SP:Iteration 11Q (21844.160000 sec): 3 clusters
  Score: Raw -94134.727431 + Penalty 2250.499029 = -91884.228402
  nChanged 2
		SP:Iteration 12Q (21844.260000 sec): 3 clusters
  Score: Raw -94138.178006 + Penalty 2250.499029 = -91887.678977
  nChanged 6
		SP:Iteration 13Q (21844.360000 sec): 3 clusters
  Score: Raw -94145.330929 + Penalty 2250.499029 = -91894.831900
  nChanged 11
		SP:Iteration 14Q (21844.450000 sec): 3 clusters
  Score: Raw -94155.418472 + Penalty 2250.499029 = -91904.919443
  nChanged 6
		SP:Iteration 15Q (21844.540000 sec): 3 clusters
  Score: Raw -94159.560983 + Penalty 2250.499029 = -91909.061954
  nChanged 6
		SP:Iteration 16Q (21844.640000 sec): 3 clusters
  Score: Raw -94164.545287 + Penalty 2250.499029 = -91914.046259
  nChanged 7
		SP:Iteration 17Q (21844.740000 sec): 3 clusters
  Score: Raw -94168.554728 + Penalty 2250.499029 = -91918.055699
  nChanged 2
		SP:Iteration 18Q (21844.830000 sec): 3 clusters
  Score: Raw -94171.219985 + Penalty 2250.499029 = -91920.720956
  nChanged 5
		SP:Iteration 19Q (21844.930000 sec): 3 clusters
  Score: Raw -94175.229802 + Penalty 2250.499029 = -91924.730774
  nChanged 5
		SP:Iteration 20F (21845.070000 sec): 3 clusters
  Score: Raw -94177.857358 + Penalty 2250.499029 = -91927.358330
  nChanged 7
		SP:Iteration 21Q (21845.190000 sec): 3 clusters
  Score: Raw -94181.924359 + Penalty 2250.499029 = -91931.425330
  nChanged 6
		SP:Iteration 22Q (21845.340000 sec): 3 clusters
  Score: Raw -94185.909794 + Penalty 2250.499029 = -91935.410765
  nChanged 3
		SP:Iteration 23Q (21845.500000 sec): 3 clusters
  Score: Raw -94187.503552 + Penalty 2250.499029 = -91937.004523
  nChanged 2
		SP:Iteration 24Q (21845.600000 sec): 3 clusters
  Score: Raw -94188.735798 + Penalty 2250.499029 = -91938.236769
  nChanged 5
		SP:Iteration 25Q (21845.700000 sec): 3 clusters
  Score: Raw -94192.467736 + Penalty 2250.499029 = -91941.968707
  nChanged 2
		SP:Iteration 26Q (21845.840000 sec): 3 clusters
  Score: Raw -94193.304189 + Penalty 2250.499029 = -91942.805160
  nChanged 0
		SP:Iteration 27F (21845.980000 sec): 3 clusters
  Score: Raw -94193.304189 + Penalty 2250.499029 = -91942.805160
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 35 (869 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (21846.030000 sec): 2 clusters
  Score: Raw -77286.134709 + Penalty 1099.693258 = -76186.441451
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (21846.130000 sec): 3 clusters
  Score: Raw -77019.781115 + Penalty 2199.386516 = -74820.394599
  nChanged 236
		SP:Iteration 1F (21846.220000 sec): 3 clusters
  Score: Raw -77244.964287 + Penalty 2199.386516 = -75045.577771
  nChanged 62
		SP:Iteration 2F (21846.320000 sec): 3 clusters
  Score: Raw -77328.634753 + Penalty 2199.386516 = -75129.248237
  nChanged 43
		SP:Iteration 3Q (21846.420000 sec): 3 clusters
  Score: Raw -77376.061813 + Penalty 2199.386516 = -75176.675297
  nChanged 20
		SP:Iteration 4Q (21846.560000 sec): 3 clusters
  Score: Raw -77401.057585 + Penalty 2199.386516 = -75201.671069
  nChanged 13
		SP:Iteration 5Q (21846.700000 sec): 3 clusters
  Score: Raw -77413.974981 + Penalty 2199.386516 = -75214.588465
  nChanged 14
		SP:Iteration 6Q (21846.820000 sec): 3 clusters
  Score: Raw -77430.086988 + Penalty 2199.386516 = -75230.700472
  nChanged 5
		SP:Iteration 7Q (21846.990000 sec): 3 clusters
  Score: Raw -77434.014910 + Penalty 2199.386516 = -75234.628395
  nChanged 1
		SP:Iteration 8Q (21847.090000 sec): 3 clusters
  Score: Raw -77434.901441 + Penalty 2199.386516 = -75235.514925
  nChanged 1
		SP:Iteration 9Q (21847.230000 sec): 3 clusters
  Score: Raw -77435.511554 + Penalty 2199.386516 = -75236.125038
  nChanged 0
		SP:Iteration 10F (21847.330000 sec): 3 clusters
  Score: Raw -77435.511554 + Penalty 2199.386516 = -75236.125038
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 36 (2312 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (21847.420000 sec): 2 clusters
  Score: Raw -215080.000387 + Penalty 1258.703587 = -213821.296799
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (21847.490000 sec): 3 clusters
  Score: Raw -214095.010932 + Penalty 2517.407175 = -211577.603758
  nChanged 851
		SP:Iteration 1F (21847.660000 sec): 3 clusters
  Score: Raw -214664.764424 + Penalty 2517.407175 = -212147.357249
  nChanged 208
		SP:Iteration 2F (21847.730000 sec): 3 clusters
  Score: Raw -214855.407936 + Penalty 2517.407175 = -212338.000761
  nChanged 159
		SP:Iteration 3F (21847.870000 sec): 3 clusters
  Score: Raw -215022.629697 + Penalty 2517.407175 = -212505.222523
  nChanged 154
		SP:Iteration 4F (21848.020000 sec): 3 clusters
  Score: Raw -215170.754250 + Penalty 2517.407175 = -212653.347076
  nChanged 95
		SP:Iteration 5Q (21848.160000 sec): 3 clusters
  Score: Raw -215248.433089 + Penalty 2517.407175 = -212731.025915
  nChanged 67
		SP:Iteration 6Q (21848.300000 sec): 3 clusters
  Score: Raw -215296.669865 + Penalty 2517.407175 = -212779.262690
  nChanged 51
		SP:Iteration 7Q (21848.450000 sec): 3 clusters
  Score: Raw -215335.498681 + Penalty 2517.407175 = -212818.091506
  nChanged 50
		SP:Iteration 8Q (21848.590000 sec): 3 clusters
  Score: Raw -215366.023894 + Penalty 2517.407175 = -212848.616719
  nChanged 32
		SP:Iteration 9Q (21848.740000 sec): 3 clusters
  Score: Raw -215382.273700 + Penalty 2517.407175 = -212864.866525
  nChanged 19
		SP:Iteration 10Q (21848.880000 sec): 3 clusters
  Score: Raw -215398.503731 + Penalty 2517.407175 = -212881.096556
  nChanged 20
		SP:Iteration 11Q (21848.950000 sec): 3 clusters
  Score: Raw -215413.446635 + Penalty 2517.407175 = -212896.039460
  nChanged 21
		SP:Iteration 12Q (21849.070000 sec): 3 clusters
  Score: Raw -215422.842942 + Penalty 2517.407175 = -212905.435767
  nChanged 9
		SP:Iteration 13Q (21849.220000 sec): 3 clusters
  Score: Raw -215427.239347 + Penalty 2517.407175 = -212909.832173
  nChanged 9
		SP:Iteration 14Q (21849.310000 sec): 3 clusters
  Score: Raw -215432.437885 + Penalty 2517.407175 = -212915.030710
  nChanged 6
		SP:Iteration 15Q (21849.460000 sec): 3 clusters
  Score: Raw -215436.065392 + Penalty 2517.407175 = -212918.658217
  nChanged 7
		SP:Iteration 16Q (21849.530000 sec): 3 clusters
  Score: Raw -215439.085771 + Penalty 2517.407175 = -212921.678596
  nChanged 7
		SP:Iteration 17Q (21849.670000 sec): 3 clusters
  Score: Raw -215443.585283 + Penalty 2517.407175 = -212926.178108
  nChanged 9
		SP:Iteration 18Q (21849.790000 sec): 3 clusters
  Score: Raw -215448.265220 + Penalty 2517.407175 = -212930.858046
  nChanged 5
		SP:Iteration 19Q (21849.940000 sec): 3 clusters
  Score: Raw -215450.743801 + Penalty 2517.407175 = -212933.336626
  nChanged 10
		SP:Iteration 20F (21850.030000 sec): 3 clusters
  Score: Raw -215454.467828 + Penalty 2517.407175 = -212937.060654
  nChanged 2
		SP:Iteration 21Q (21850.180000 sec): 3 clusters
  Score: Raw -215455.856732 + Penalty 2517.407175 = -212938.449557
  nChanged 3
		SP:Iteration 22Q (21850.250000 sec): 3 clusters
  Score: Raw -215458.814083 + Penalty 2517.407175 = -212941.406909
  nChanged 6
		SP:Iteration 23Q (21850.370000 sec): 3 clusters
  Score: Raw -215462.285735 + Penalty 2517.407175 = -212944.878561
  nChanged 7
		SP:Iteration 24Q (21850.510000 sec): 3 clusters
  Score: Raw -215467.125906 + Penalty 2517.407175 = -212949.718732
  nChanged 7
		SP:Iteration 25Q (21850.610000 sec): 3 clusters
  Score: Raw -215470.377994 + Penalty 2517.407175 = -212952.970820
  nChanged 4
		SP:Iteration 26Q (21850.750000 sec): 3 clusters
  Score: Raw -215472.409137 + Penalty 2517.407175 = -212955.001962
  nChanged 3
		SP:Iteration 27Q (21850.820000 sec): 3 clusters
  Score: Raw -215474.610903 + Penalty 2517.407175 = -212957.203728
  nChanged 4
		SP:Iteration 28Q (21850.940000 sec): 3 clusters
  Score: Raw -215477.274206 + Penalty 2517.407175 = -212959.867032
  nChanged 2
		SP:Iteration 29Q (21851.080000 sec): 3 clusters
  Score: Raw -215478.303604 + Penalty 2517.407175 = -212960.896429
  nChanged 0
		SP:Iteration 30F (21851.230000 sec): 3 clusters
  Score: Raw -215478.303604 + Penalty 2517.407175 = -212960.896429
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 37 (6819 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (21851.370000 sec): 2 clusters
  Score: Raw -609921.936693 + Penalty 1434.463568 = -608487.473124
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (21851.580000 sec): 3 clusters
  Score: Raw -606214.908460 + Penalty 2868.927137 = -603345.981323
  nChanged 2843
		SP:Iteration 1F (21851.740000 sec): 3 clusters
  Score: Raw -607673.572765 + Penalty 2868.927137 = -604804.645628
  nChanged 498
		SP:Iteration 2F (21851.900000 sec): 3 clusters
  Score: Raw -607910.766711 + Penalty 2868.927137 = -605041.839575
  nChanged 354
		SP:Iteration 3F (21852.140000 sec): 3 clusters
  Score: Raw -608078.489530 + Penalty 2868.927137 = -605209.562393
  nChanged 312
		SP:Iteration 4Q (21852.320000 sec): 3 clusters
  Score: Raw -608233.443641 + Penalty 2868.927137 = -605364.516504
  nChanged 327
		SP:Iteration 5Q (21852.570000 sec): 3 clusters
  Score: Raw -608379.587246 + Penalty 2868.927137 = -605510.660109
  nChanged 252
		SP:Iteration 6Q (21852.760000 sec): 3 clusters
  Score: Raw -608507.595789 + Penalty 2868.927137 = -605638.668652
  nChanged 270
		SP:Iteration 7Q (21852.960000 sec): 3 clusters
  Score: Raw -608653.610140 + Penalty 2868.927137 = -605784.683003
  nChanged 288
		SP:Iteration 8Q (21853.170000 sec): 3 clusters
  Score: Raw -608831.069474 + Penalty 2868.927137 = -605962.142337
  nChanged 315
		SP:Iteration 9Q (21853.360000 sec): 3 clusters
  Score: Raw -609060.918755 + Penalty 2868.927137 = -606191.991619
  nChanged 357
		SP:Iteration 10F (21853.490000 sec): 3 clusters
  Score: Raw -609309.733447 + Penalty 2868.927137 = -606440.806310
  nChanged 321
		SP:Iteration 11Q (21853.670000 sec): 3 clusters
  Score: Raw -609521.359893 + Penalty 2868.927137 = -606652.432757
  nChanged 255
		SP:Iteration 12Q (21853.880000 sec): 3 clusters
  Score: Raw -609661.620565 + Penalty 2868.927137 = -606792.693428
  nChanged 211
		SP:Iteration 13Q (21854.100000 sec): 3 clusters
  Score: Raw -609758.056711 + Penalty 2868.927137 = -606889.129574
  nChanged 144
		SP:Iteration 14Q (21854.310000 sec): 3 clusters
  Score: Raw -609817.020756 + Penalty 2868.927137 = -606948.093619
  nChanged 100
		SP:Iteration 15Q (21854.530000 sec): 3 clusters
  Score: Raw -609847.204163 + Penalty 2868.927137 = -606978.277027
  nChanged 86
		SP:Iteration 16Q (21854.760000 sec): 3 clusters
  Score: Raw -609874.185229 + Penalty 2868.927137 = -607005.258093
  nChanged 80
		SP:Iteration 17Q (21854.910000 sec): 3 clusters
  Score: Raw -609899.346598 + Penalty 2868.927137 = -607030.419462
  nChanged 61
		SP:Iteration 18Q (21855.110000 sec): 3 clusters
  Score: Raw -609916.507557 + Penalty 2868.927137 = -607047.580421
  nChanged 56
		SP:Iteration 19Q (21855.330000 sec): 3 clusters
  Score: Raw -609930.448106 + Penalty 2868.927137 = -607061.520970
  nChanged 39
		SP:Iteration 20F (21855.520000 sec): 3 clusters
  Score: Raw -609940.444591 + Penalty 2868.927137 = -607071.517455
  nChanged 39
		SP:Iteration 21Q (21855.760000 sec): 3 clusters
  Score: Raw -609951.184881 + Penalty 2868.927137 = -607082.257745
  nChanged 51
		SP:Iteration 22Q (21855.980000 sec): 3 clusters
  Score: Raw -609965.309900 + Penalty 2868.927137 = -607096.382764
  nChanged 53
		SP:Iteration 23Q (21856.180000 sec): 3 clusters
  Score: Raw -609983.474220 + Penalty 2868.927137 = -607114.547083
  nChanged 53
		SP:Iteration 24Q (21856.420000 sec): 3 clusters
  Score: Raw -610000.947676 + Penalty 2868.927137 = -607132.020539
  nChanged 57
		SP:Iteration 25Q (21856.640000 sec): 3 clusters
  Score: Raw -610018.243233 + Penalty 2868.927137 = -607149.316096
  nChanged 61
		SP:Iteration 26Q (21856.890000 sec): 3 clusters
  Score: Raw -610038.018157 + Penalty 2868.927137 = -607169.091020
  nChanged 53
		SP:Iteration 27Q (21857.040000 sec): 3 clusters
  Score: Raw -610053.258101 + Penalty 2868.927137 = -607184.330964
  nChanged 52
		SP:Iteration 28Q (21857.220000 sec): 3 clusters
  Score: Raw -610067.527251 + Penalty 2868.927137 = -607198.600114
  nChanged 35
		SP:Iteration 29Q (21857.440000 sec): 3 clusters
  Score: Raw -610075.848102 + Penalty 2868.927137 = -607206.920965
  nChanged 41
		SP:Iteration 30Q (21857.680000 sec): 3 clusters
  Score: Raw -610084.467413 + Penalty 2868.927137 = -607215.540277
  nChanged 29
		SP:Iteration 31Q (21857.930000 sec): 3 clusters
  Score: Raw -610090.935519 + Penalty 2868.927137 = -607222.008383
  nChanged 24
		SP:Iteration 32Q (21858.100000 sec): 3 clusters
  Score: Raw -610095.212178 + Penalty 2868.927137 = -607226.285041
  nChanged 19
		SP:Iteration 33Q (21858.270000 sec): 3 clusters
  Score: Raw -610100.053912 + Penalty 2868.927137 = -607231.126776
  nChanged 27
		SP:Iteration 34Q (21858.480000 sec): 3 clusters
  Score: Raw -610107.048694 + Penalty 2868.927137 = -607238.121557
  nChanged 30
		SP:Iteration 35Q (21858.640000 sec): 3 clusters
  Score: Raw -610114.619781 + Penalty 2868.927137 = -607245.692644
  nChanged 30
		SP:Iteration 36Q (21858.870000 sec): 3 clusters
  Score: Raw -610123.051533 + Penalty 2868.927137 = -607254.124397
  nChanged 30
		SP:Iteration 37Q (21859.100000 sec): 3 clusters
  Score: Raw -610128.747306 + Penalty 2868.927137 = -607259.820169
  nChanged 23
		SP:Iteration 38Q (21859.370000 sec): 3 clusters
  Score: Raw -610133.805130 + Penalty 2868.927137 = -607264.877994
  nChanged 14
		SP:Iteration 39Q (21859.590000 sec): 3 clusters
  Score: Raw -610136.638250 + Penalty 2868.927137 = -607267.711113
  nChanged 17
		SP:Iteration 40F (21859.780000 sec): 3 clusters
  Score: Raw -610140.154873 + Penalty 2868.927137 = -607271.227736
  nChanged 20
		SP:Iteration 41Q (21860.010000 sec): 3 clusters
  Score: Raw -610144.027683 + Penalty 2868.927137 = -607275.100546
  nChanged 18
		SP:Iteration 42Q (21860.220000 sec): 3 clusters
  Score: Raw -610148.413355 + Penalty 2868.927137 = -607279.486218
  nChanged 24
		SP:Iteration 43Q (21860.400000 sec): 3 clusters
  Score: Raw -610153.860476 + Penalty 2868.927137 = -607284.933340
  nChanged 25
		SP:Iteration 44Q (21860.600000 sec): 3 clusters
  Score: Raw -610159.266072 + Penalty 2868.927137 = -607290.338935
  nChanged 26
		SP:Iteration 45Q (21860.800000 sec): 3 clusters
  Score: Raw -610164.560640 + Penalty 2868.927137 = -607295.633503
  nChanged 29
		SP:Iteration 46Q (21861.000000 sec): 3 clusters
  Score: Raw -610170.321572 + Penalty 2868.927137 = -607301.394436
  nChanged 21
		SP:Iteration 47Q (21861.200000 sec): 3 clusters
  Score: Raw -610175.148700 + Penalty 2868.927137 = -607306.221564
  nChanged 23
		SP:Iteration 48Q (21861.410000 sec): 3 clusters
  Score: Raw -610179.830375 + Penalty 2868.927137 = -607310.903238
  nChanged 23
		SP:Iteration 49Q (21861.610000 sec): 3 clusters
  Score: Raw -610184.123002 + Penalty 2868.927137 = -607315.195865
  nChanged 17
		SP:Iteration 50Q (21861.810000 sec): 3 clusters
  Score: Raw -610187.073864 + Penalty 2868.927137 = -607318.146728
  nChanged 13
		SP:Iteration 51Q (21862.020000 sec): 3 clusters
  Score: Raw -610188.970635 + Penalty 2868.927137 = -607320.043498
  nChanged 12
		SP:Iteration 52Q (21862.220000 sec): 3 clusters
  Score: Raw -610190.938036 + Penalty 2868.927137 = -607322.010899
  nChanged 8
		SP:Iteration 53Q (21862.420000 sec): 3 clusters
  Score: Raw -610192.195474 + Penalty 2868.927137 = -607323.268337
  nChanged 6
		SP:Iteration 54Q (21862.620000 sec): 3 clusters
  Score: Raw -610193.412495 + Penalty 2868.927137 = -607324.485359
  nChanged 9
		SP:Iteration 55Q (21862.830000 sec): 3 clusters
  Score: Raw -610195.029870 + Penalty 2868.927137 = -607326.102733
  nChanged 7
		SP:Iteration 56Q (21863.030000 sec): 3 clusters
  Score: Raw -610195.827824 + Penalty 2868.927137 = -607326.900687
  nChanged 8
		SP:Iteration 57Q (21863.230000 sec): 3 clusters
  Score: Raw -610196.664553 + Penalty 2868.927137 = -607327.737416
  nChanged 6
		SP:Iteration 58Q (21863.440000 sec): 3 clusters
  Score: Raw -610197.178650 + Penalty 2868.927137 = -607328.251513
  nChanged 4
		SP:Iteration 59Q (21863.640000 sec): 3 clusters
  Score: Raw -610197.524570 + Penalty 2868.927137 = -607328.597434
  nChanged 2
		SP:Iteration 60F (21863.840000 sec): 3 clusters
  Score: Raw -610197.761907 + Penalty 2868.927137 = -607328.834770
  nChanged 2
		SP:Iteration 61Q (21864.040000 sec): 3 clusters
  Score: Raw -610198.100310 + Penalty 2868.927137 = -607329.173174
  nChanged 2
		SP:Iteration 62Q (21864.250000 sec): 3 clusters
  Score: Raw -610198.612080 + Penalty 2868.927137 = -607329.684944
  nChanged 4
		SP:Iteration 63Q (21864.450000 sec): 3 clusters
  Score: Raw -610198.972752 + Penalty 2868.927137 = -607330.045615
  nChanged 4
		SP:Iteration 64Q (21864.650000 sec): 3 clusters
  Score: Raw -610199.440186 + Penalty 2868.927137 = -607330.513049
  nChanged 4
		SP:Iteration 65Q (21864.850000 sec): 3 clusters
  Score: Raw -610199.851777 + Penalty 2868.927137 = -607330.924640
  nChanged 1
		SP:Iteration 66Q (21865.050000 sec): 3 clusters
  Score: Raw -610200.118784 + Penalty 2868.927137 = -607331.191647
  nChanged 0
		SP:Iteration 67F (21865.250000 sec): 3 clusters
  Score: Raw -610200.118784 + Penalty 2868.927137 = -607331.191647
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 38 (14139 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (21865.470000 sec): 2 clusters
  Score: Raw -1157824.634319 + Penalty 1552.962485 = -1156271.671834
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (21865.690000 sec): 3 clusters
  Score: Raw -1149527.849192 + Penalty 3105.924970 = -1146421.924222
  nChanged 6280
		SP:Iteration 1F (21865.950000 sec): 3 clusters
  Score: Raw -1153404.133061 + Penalty 3105.924970 = -1150298.208091
  nChanged 1022
		SP:Iteration 2F (21866.200000 sec): 3 clusters
  Score: Raw -1154031.348172 + Penalty 3105.924970 = -1150925.423202
  nChanged 960
		SP:Iteration 3F (21866.460000 sec): 3 clusters
  Score: Raw -1154645.294024 + Penalty 3105.924970 = -1151539.369054
  nChanged 876
		SP:Iteration 4F (21866.710000 sec): 3 clusters
  Score: Raw -1155177.871790 + Penalty 3105.924970 = -1152071.946820
  nChanged 804
		SP:Iteration 5F (21866.980000 sec): 3 clusters
  Score: Raw -1155671.368425 + Penalty 3105.924970 = -1152565.443455
  nChanged 698
		SP:Iteration 6Q (21867.250000 sec): 3 clusters
  Score: Raw -1156136.148050 + Penalty 3105.924970 = -1153030.223080
  nChanged 634
		SP:Iteration 7Q (21867.510000 sec): 3 clusters
  Score: Raw -1156550.912577 + Penalty 3105.924970 = -1153444.987607
  nChanged 602
		SP:Iteration 8Q (21867.820000 sec): 3 clusters
  Score: Raw -1156952.663963 + Penalty 3105.924970 = -1153846.738993
  nChanged 501
		SP:Iteration 9Q (21868.080000 sec): 3 clusters
  Score: Raw -1157283.045034 + Penalty 3105.924970 = -1154177.120064
  nChanged 430
		SP:Iteration 10Q (21868.370000 sec): 3 clusters
  Score: Raw -1157590.061925 + Penalty 3105.924970 = -1154484.136955
  nChanged 367
		SP:Iteration 11Q (21868.600000 sec): 3 clusters
  Score: Raw -1157882.101609 + Penalty 3105.924970 = -1154776.176639
  nChanged 339
		SP:Iteration 12Q (21868.880000 sec): 3 clusters
  Score: Raw -1158164.985789 + Penalty 3105.924970 = -1155059.060819
  nChanged 262
		SP:Iteration 13Q (21869.120000 sec): 3 clusters
  Score: Raw -1158338.748869 + Penalty 3105.924970 = -1155232.823899
  nChanged 214
		SP:Iteration 14Q (21869.420000 sec): 3 clusters
  Score: Raw -1158431.694780 + Penalty 3105.924970 = -1155325.769810
  nChanged 148
		SP:Iteration 15Q (21869.720000 sec): 3 clusters
  Score: Raw -1158483.837265 + Penalty 3105.924970 = -1155377.912295
  nChanged 123
		SP:Iteration 16Q (21869.980000 sec): 3 clusters
  Score: Raw -1158518.634557 + Penalty 3105.924970 = -1155412.709587
  nChanged 98
		SP:Iteration 17Q (21870.220000 sec): 3 clusters
  Score: Raw -1158544.195329 + Penalty 3105.924970 = -1155438.270359
  nChanged 85
		SP:Iteration 18Q (21870.490000 sec): 3 clusters
  Score: Raw -1158564.001493 + Penalty 3105.924970 = -1155458.076523
  nChanged 62
		SP:Iteration 19Q (21870.790000 sec): 3 clusters
  Score: Raw -1158577.280720 + Penalty 3105.924970 = -1155471.355750
  nChanged 52
		SP:Iteration 20F (21871.060000 sec): 3 clusters
  Score: Raw -1158588.987500 + Penalty 3105.924970 = -1155483.062530
  nChanged 41
		SP:Iteration 21Q (21871.340000 sec): 3 clusters
  Score: Raw -1158598.168391 + Penalty 3105.924970 = -1155492.243421
  nChanged 37
		SP:Iteration 22Q (21871.580000 sec): 3 clusters
  Score: Raw -1158605.610773 + Penalty 3105.924970 = -1155499.685803
  nChanged 32
		SP:Iteration 23Q (21871.830000 sec): 3 clusters
  Score: Raw -1158611.868170 + Penalty 3105.924970 = -1155505.943200
  nChanged 32
		SP:Iteration 24Q (21872.080000 sec): 3 clusters
  Score: Raw -1158618.119670 + Penalty 3105.924970 = -1155512.194700
  nChanged 34
		SP:Iteration 25Q (21872.380000 sec): 3 clusters
  Score: Raw -1158624.838043 + Penalty 3105.924970 = -1155518.913072
  nChanged 32
		SP:Iteration 26Q (21872.680000 sec): 3 clusters
  Score: Raw -1158631.857869 + Penalty 3105.924970 = -1155525.932899
  nChanged 27
		SP:Iteration 27Q (21873.010000 sec): 3 clusters
  Score: Raw -1158637.166288 + Penalty 3105.924970 = -1155531.241318
  nChanged 24
		SP:Iteration 28Q (21873.260000 sec): 3 clusters
  Score: Raw -1158642.420208 + Penalty 3105.924970 = -1155536.495238
  nChanged 26
		SP:Iteration 29Q (21873.500000 sec): 3 clusters
  Score: Raw -1158647.176659 + Penalty 3105.924970 = -1155541.251689
  nChanged 29
		SP:Iteration 30Q (21873.710000 sec): 3 clusters
  Score: Raw -1158653.386271 + Penalty 3105.924970 = -1155547.461301
  nChanged 27
		SP:Iteration 31Q (21873.990000 sec): 3 clusters
  Score: Raw -1158656.905904 + Penalty 3105.924970 = -1155550.980934
  nChanged 19
		SP:Iteration 32Q (21874.230000 sec): 3 clusters
  Score: Raw -1158659.913251 + Penalty 3105.924970 = -1155553.988281
  nChanged 17
		SP:Iteration 33Q (21874.480000 sec): 3 clusters
  Score: Raw -1158662.962076 + Penalty 3105.924970 = -1155557.037106
  nChanged 17
		SP:Iteration 34Q (21874.700000 sec): 3 clusters
  Score: Raw -1158666.001021 + Penalty 3105.924970 = -1155560.076051
  nChanged 14
		SP:Iteration 35Q (21874.930000 sec): 3 clusters
  Score: Raw -1158668.279132 + Penalty 3105.924970 = -1155562.354162
  nChanged 11
		SP:Iteration 36Q (21875.170000 sec): 3 clusters
  Score: Raw -1158670.538542 + Penalty 3105.924970 = -1155564.613572
  nChanged 11
		SP:Iteration 37Q (21875.460000 sec): 3 clusters
  Score: Raw -1158673.010177 + Penalty 3105.924970 = -1155567.085207
  nChanged 14
		SP:Iteration 38Q (21875.660000 sec): 3 clusters
  Score: Raw -1158675.703789 + Penalty 3105.924970 = -1155569.778819
  nChanged 7
		SP:Iteration 39Q (21875.880000 sec): 3 clusters
  Score: Raw -1158677.962966 + Penalty 3105.924970 = -1155572.037996
  nChanged 11
		SP:Iteration 40F (21876.120000 sec): 3 clusters
  Score: Raw -1158680.091553 + Penalty 3105.924970 = -1155574.166583
  nChanged 10
		SP:Iteration 41Q (21876.380000 sec): 3 clusters
  Score: Raw -1158682.337771 + Penalty 3105.924970 = -1155576.412800
  nChanged 9
		SP:Iteration 42Q (21876.610000 sec): 3 clusters
  Score: Raw -1158684.586127 + Penalty 3105.924970 = -1155578.661157
  nChanged 11
		SP:Iteration 43Q (21876.840000 sec): 3 clusters
  Score: Raw -1158687.634683 + Penalty 3105.924970 = -1155581.709713
  nChanged 14
		SP:Iteration 44Q (21877.080000 sec): 3 clusters
  Score: Raw -1158690.377329 + Penalty 3105.924970 = -1155584.452359
  nChanged 14
		SP:Iteration 45Q (21877.290000 sec): 3 clusters
  Score: Raw -1158693.298082 + Penalty 3105.924970 = -1155587.373112
  nChanged 14
		SP:Iteration 46Q (21877.510000 sec): 3 clusters
  Score: Raw -1158696.369034 + Penalty 3105.924970 = -1155590.444064
  nChanged 13
		SP:Iteration 47Q (21877.750000 sec): 3 clusters
  Score: Raw -1158698.613331 + Penalty 3105.924970 = -1155592.688361
  nChanged 10
		SP:Iteration 48Q (21877.940000 sec): 3 clusters
  Score: Raw -1158700.611412 + Penalty 3105.924970 = -1155594.686442
  nChanged 10
		SP:Iteration 49Q (21878.240000 sec): 3 clusters
  Score: Raw -1158702.672942 + Penalty 3105.924970 = -1155596.747972
  nChanged 12
		SP:Iteration 50Q (21878.460000 sec): 3 clusters
  Score: Raw -1158704.831847 + Penalty 3105.924970 = -1155598.906877
  nChanged 9
		SP:Iteration 51Q (21878.690000 sec): 3 clusters
  Score: Raw -1158706.282600 + Penalty 3105.924970 = -1155600.357630
  nChanged 9
		SP:Iteration 52Q (21878.980000 sec): 3 clusters
  Score: Raw -1158707.782412 + Penalty 3105.924970 = -1155601.857442
  nChanged 6
		SP:Iteration 53Q (21879.190000 sec): 3 clusters
  Score: Raw -1158708.744069 + Penalty 3105.924970 = -1155602.819098
  nChanged 6
		SP:Iteration 54Q (21879.410000 sec): 3 clusters
  Score: Raw -1158709.666250 + Penalty 3105.924970 = -1155603.741280
  nChanged 4
		SP:Iteration 55Q (21879.640000 sec): 3 clusters
  Score: Raw -1158710.495305 + Penalty 3105.924970 = -1155604.570335
  nChanged 6
		SP:Iteration 56Q (21879.880000 sec): 3 clusters
  Score: Raw -1158711.340758 + Penalty 3105.924970 = -1155605.415788
  nChanged 4
		SP:Iteration 57Q (21880.100000 sec): 3 clusters
  Score: Raw -1158711.979210 + Penalty 3105.924970 = -1155606.054240
  nChanged 7
		SP:Iteration 58Q (21880.300000 sec): 3 clusters
  Score: Raw -1158713.271922 + Penalty 3105.924970 = -1155607.346952
  nChanged 9
		SP:Iteration 59Q (21880.520000 sec): 3 clusters
  Score: Raw -1158714.416913 + Penalty 3105.924970 = -1155608.491943
  nChanged 7
		SP:Iteration 60F (21880.730000 sec): 3 clusters
  Score: Raw -1158715.361138 + Penalty 3105.924970 = -1155609.436168
  nChanged 7
		SP:Iteration 61Q (21880.950000 sec): 3 clusters
  Score: Raw -1158716.638592 + Penalty 3105.924970 = -1155610.713622
  nChanged 7
		SP:Iteration 62Q (21881.170000 sec): 3 clusters
  Score: Raw -1158718.258501 + Penalty 3105.924970 = -1155612.333531
  nChanged 9
		SP:Iteration 63Q (21881.370000 sec): 3 clusters
  Score: Raw -1158720.011009 + Penalty 3105.924970 = -1155614.086039
  nChanged 8
		SP:Iteration 64Q (21881.610000 sec): 3 clusters
  Score: Raw -1158721.467389 + Penalty 3105.924970 = -1155615.542419
  nChanged 7
		SP:Iteration 65Q (21881.900000 sec): 3 clusters
  Score: Raw -1158722.572848 + Penalty 3105.924970 = -1155616.647878
  nChanged 10
		SP:Iteration 66Q (21882.100000 sec): 3 clusters
  Score: Raw -1158724.219194 + Penalty 3105.924970 = -1155618.294224
  nChanged 17
		SP:Iteration 67Q (21882.380000 sec): 3 clusters
  Score: Raw -1158727.810992 + Penalty 3105.924970 = -1155621.886022
  nChanged 12
		SP:Iteration 68Q (21882.610000 sec): 3 clusters
  Score: Raw -1158729.764751 + Penalty 3105.924970 = -1155623.839781
  nChanged 9
		SP:Iteration 69Q (21882.860000 sec): 3 clusters
  Score: Raw -1158730.934089 + Penalty 3105.924970 = -1155625.009119
  nChanged 6
		SP:Iteration 70Q (21883.100000 sec): 3 clusters
  Score: Raw -1158731.778850 + Penalty 3105.924970 = -1155625.853880
  nChanged 2
		SP:Iteration 71Q (21883.330000 sec): 3 clusters
  Score: Raw -1158732.155109 + Penalty 3105.924970 = -1155626.230139
  nChanged 4
		SP:Iteration 72Q (21883.540000 sec): 3 clusters
  Score: Raw -1158733.004012 + Penalty 3105.924970 = -1155627.079042
  nChanged 5
		SP:Iteration 73Q (21883.790000 sec): 3 clusters
  Score: Raw -1158733.968573 + Penalty 3105.924970 = -1155628.043603
  nChanged 6
		SP:Iteration 74Q (21884.000000 sec): 3 clusters
  Score: Raw -1158735.284308 + Penalty 3105.924970 = -1155629.359338
  nChanged 7
		SP:Iteration 75Q (21884.230000 sec): 3 clusters
  Score: Raw -1158736.280961 + Penalty 3105.924970 = -1155630.355991
  nChanged 3
		SP:Iteration 76Q (21884.470000 sec): 3 clusters
  Score: Raw -1158736.691502 + Penalty 3105.924970 = -1155630.766532
  nChanged 3
		SP:Iteration 77Q (21884.690000 sec): 3 clusters
  Score: Raw -1158737.071984 + Penalty 3105.924970 = -1155631.147014
  nChanged 1
		SP:Iteration 78Q (21884.920000 sec): 3 clusters
  Score: Raw -1158737.155821 + Penalty 3105.924970 = -1155631.230851
  nChanged 2
		SP:Iteration 79Q (21885.130000 sec): 3 clusters
  Score: Raw -1158737.355519 + Penalty 3105.924970 = -1155631.430549
  nChanged 3
		SP:Iteration 80F (21885.430000 sec): 3 clusters
  Score: Raw -1158737.921889 + Penalty 3105.924970 = -1155631.996919
  nChanged 3
		SP:Iteration 81Q (21885.680000 sec): 3 clusters
  Score: Raw -1158738.964707 + Penalty 3105.924970 = -1155633.039737
  nChanged 6
		SP:Iteration 82Q (21885.860000 sec): 3 clusters
  Score: Raw -1158740.581076 + Penalty 3105.924970 = -1155634.656106
  nChanged 6
		SP:Iteration 83Q (21886.090000 sec): 3 clusters
  Score: Raw -1158741.892978 + Penalty 3105.924970 = -1155635.968008
  nChanged 3
		SP:Iteration 84Q (21886.340000 sec): 3 clusters
  Score: Raw -1158742.144350 + Penalty 3105.924970 = -1155636.219380
  nChanged 2
		SP:Iteration 85Q (21886.590000 sec): 3 clusters
  Score: Raw -1158742.416810 + Penalty 3105.924970 = -1155636.491840
  nChanged 3
		SP:Iteration 86Q (21886.850000 sec): 3 clusters
  Score: Raw -1158742.930054 + Penalty 3105.924970 = -1155637.005084
  nChanged 2
		SP:Iteration 87Q (21887.130000 sec): 3 clusters
  Score: Raw -1158743.049122 + Penalty 3105.924970 = -1155637.124152
  nChanged 0
		SP:Iteration 88F (21887.330000 sec): 3 clusters
  Score: Raw -1158743.049122 + Penalty 3105.924970 = -1155637.124152
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 39 (4997 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (21887.460000 sec): 2 clusters
  Score: Raw -430045.056538 + Penalty 1383.946364 = -428661.110173
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (21887.680000 sec): 3 clusters
  Score: Raw -427392.158862 + Penalty 2767.892729 = -424624.266133
  nChanged 1985
		SP:Iteration 1F (21887.870000 sec): 3 clusters
  Score: Raw -428533.007467 + Penalty 2767.892729 = -425765.114738
  nChanged 377
		SP:Iteration 2F (21888.010000 sec): 3 clusters
  Score: Raw -428704.022302 + Penalty 2767.892729 = -425936.129573
  nChanged 254
		SP:Iteration 3F (21888.200000 sec): 3 clusters
  Score: Raw -428815.625767 + Penalty 2767.892729 = -426047.733038
  nChanged 179
		SP:Iteration 4Q (21888.350000 sec): 3 clusters
  Score: Raw -428888.997382 + Penalty 2767.892729 = -426121.104653
  nChanged 137
		SP:Iteration 5Q (21888.540000 sec): 3 clusters
  Score: Raw -428946.276386 + Penalty 2767.892729 = -426178.383658
  nChanged 124
		SP:Iteration 6Q (21888.710000 sec): 3 clusters
  Score: Raw -428993.647237 + Penalty 2767.892729 = -426225.754509
  nChanged 119
		SP:Iteration 7Q (21888.910000 sec): 3 clusters
  Score: Raw -429036.752116 + Penalty 2767.892729 = -426268.859388
  nChanged 100
		SP:Iteration 8Q (21889.090000 sec): 3 clusters
  Score: Raw -429073.366283 + Penalty 2767.892729 = -426305.473555
  nChanged 73
		SP:Iteration 9Q (21889.230000 sec): 3 clusters
  Score: Raw -429099.783258 + Penalty 2767.892729 = -426331.890529
  nChanged 71
		SP:Iteration 10Q (21889.430000 sec): 3 clusters
  Score: Raw -429123.932977 + Penalty 2767.892729 = -426356.040248
  nChanged 85
		SP:Iteration 11Q (21889.590000 sec): 3 clusters
  Score: Raw -429159.106303 + Penalty 2767.892729 = -426391.213575
  nChanged 88
		SP:Iteration 12Q (21889.710000 sec): 3 clusters
  Score: Raw -429192.988204 + Penalty 2767.892729 = -426425.095475
  nChanged 82
		SP:Iteration 13Q (21889.900000 sec): 3 clusters
  Score: Raw -429225.505992 + Penalty 2767.892729 = -426457.613263
  nChanged 90
		SP:Iteration 14Q (21890.120000 sec): 3 clusters
  Score: Raw -429266.167750 + Penalty 2767.892729 = -426498.275021
  nChanged 102
		SP:Iteration 15Q (21890.270000 sec): 3 clusters
  Score: Raw -429316.856751 + Penalty 2767.892729 = -426548.964022
  nChanged 93
		SP:Iteration 16Q (21890.460000 sec): 3 clusters
  Score: Raw -429358.536990 + Penalty 2767.892729 = -426590.644261
  nChanged 97
		SP:Iteration 17Q (21890.620000 sec): 3 clusters
  Score: Raw -429400.784411 + Penalty 2767.892729 = -426632.891682
  nChanged 103
		SP:Iteration 18Q (21890.790000 sec): 3 clusters
  Score: Raw -429455.553751 + Penalty 2767.892729 = -426687.661022
  nChanged 112
		SP:Iteration 19Q (21890.940000 sec): 3 clusters
  Score: Raw -429517.557122 + Penalty 2767.892729 = -426749.664394
  nChanged 119
		SP:Iteration 20F (21891.050000 sec): 3 clusters
  Score: Raw -429591.221824 + Penalty 2767.892729 = -426823.329095
  nChanged 133
		SP:Iteration 21Q (21891.200000 sec): 3 clusters
  Score: Raw -429685.074053 + Penalty 2767.892729 = -426917.181324
  nChanged 130
		SP:Iteration 22Q (21891.390000 sec): 3 clusters
  Score: Raw -429781.924280 + Penalty 2767.892729 = -427014.031551
  nChanged 109
		SP:Iteration 23Q (21891.550000 sec): 3 clusters
  Score: Raw -429856.372413 + Penalty 2767.892729 = -427088.479685
  nChanged 88
		SP:Iteration 24Q (21891.750000 sec): 3 clusters
  Score: Raw -429919.976428 + Penalty 2767.892729 = -427152.083700
  nChanged 79
		SP:Iteration 25Q (21891.920000 sec): 3 clusters
  Score: Raw -429981.248815 + Penalty 2767.892729 = -427213.356086
  nChanged 64
		SP:Iteration 26Q (21892.070000 sec): 3 clusters
  Score: Raw -430027.472022 + Penalty 2767.892729 = -427259.579293
  nChanged 52
		SP:Iteration 27Q (21892.250000 sec): 3 clusters
  Score: Raw -430074.102849 + Penalty 2767.892729 = -427306.210120
  nChanged 40
		SP:Iteration 28Q (21892.370000 sec): 3 clusters
  Score: Raw -430108.599287 + Penalty 2767.892729 = -427340.706558
  nChanged 36
		SP:Iteration 29Q (21892.490000 sec): 3 clusters
  Score: Raw -430146.418754 + Penalty 2767.892729 = -427378.526025
  nChanged 35
		SP:Iteration 30Q (21892.640000 sec): 3 clusters
  Score: Raw -430178.767648 + Penalty 2767.892729 = -427410.874919
  nChanged 31
		SP:Iteration 31Q (21892.830000 sec): 3 clusters
  Score: Raw -430204.437668 + Penalty 2767.892729 = -427436.544939
  nChanged 22
		SP:Iteration 32Q (21893.010000 sec): 3 clusters
  Score: Raw -430225.785185 + Penalty 2767.892729 = -427457.892456
  nChanged 12
		SP:Iteration 33Q (21893.180000 sec): 3 clusters
  Score: Raw -430236.159894 + Penalty 2767.892729 = -427468.267166
  nChanged 6
		SP:Iteration 34Q (21893.350000 sec): 3 clusters
  Score: Raw -430243.848426 + Penalty 2767.892729 = -427475.955697
  nChanged 10
		SP:Iteration 35Q (21893.460000 sec): 3 clusters
  Score: Raw -430254.368913 + Penalty 2767.892729 = -427486.476184
  nChanged 9
		SP:Iteration 36Q (21893.610000 sec): 3 clusters
  Score: Raw -430265.756307 + Penalty 2767.892729 = -427497.863579
  nChanged 3
		SP:Iteration 37Q (21893.800000 sec): 3 clusters
  Score: Raw -430267.086559 + Penalty 2767.892729 = -427499.193831
  nChanged 0
		SP:Iteration 38F (21893.910000 sec): 3 clusters
  Score: Raw -430267.086559 + Penalty 2767.892729 = -427499.193831
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 40 (18186 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (21894.180000 sec): 2 clusters
  Score: Raw -1654609.115008 + Penalty 1593.866194 = -1653015.248815
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (21894.520000 sec): 3 clusters
  Score: Raw -1643718.234928 + Penalty 3187.732388 = -1640530.502540
  nChanged 8177
		SP:Iteration 1F (21894.790000 sec): 3 clusters
  Score: Raw -1648054.831678 + Penalty 3187.732388 = -1644867.099291
  nChanged 945
		SP:Iteration 2F (21895.110000 sec): 3 clusters
  Score: Raw -1648410.003359 + Penalty 3187.732388 = -1645222.270971
  nChanged 855
		SP:Iteration 3Q (21895.380000 sec): 3 clusters
  Score: Raw -1648734.882010 + Penalty 3187.732388 = -1645547.149622
  nChanged 815
		SP:Iteration 4Q (21895.660000 sec): 3 clusters
  Score: Raw -1649053.848200 + Penalty 3187.732388 = -1645866.115813
  nChanged 773
		SP:Iteration 5Q (21895.980000 sec): 3 clusters
  Score: Raw -1649387.440803 + Penalty 3187.732388 = -1646199.708416
  nChanged 785
		SP:Iteration 6Q (21896.360000 sec): 3 clusters
  Score: Raw -1649765.944166 + Penalty 3187.732388 = -1646578.211779
  nChanged 895
		SP:Iteration 7Q (21896.610000 sec): 3 clusters
  Score: Raw -1650264.453848 + Penalty 3187.732388 = -1647076.721461
  nChanged 1008
		SP:Iteration 8F (21896.870000 sec): 3 clusters
  Score: Raw -1650915.441324 + Penalty 3187.732388 = -1647727.708936
  nChanged 1091
		SP:Iteration 9F (21897.170000 sec): 3 clusters
  Score: Raw -1651694.973983 + Penalty 3187.732388 = -1648507.241596
  nChanged 1084
		SP:Iteration 10F (21897.500000 sec): 3 clusters
  Score: Raw -1652542.585095 + Penalty 3187.732388 = -1649354.852708
  nChanged 944
		SP:Iteration 11F (21897.720000 sec): 3 clusters
  Score: Raw -1653316.905876 + Penalty 3187.732388 = -1650129.173489
  nChanged 682
		SP:Iteration 12Q (21898.050000 sec): 3 clusters
  Score: Raw -1653859.346525 + Penalty 3187.732388 = -1650671.614137
  nChanged 453
		SP:Iteration 13Q (21898.330000 sec): 3 clusters
  Score: Raw -1654215.649931 + Penalty 3187.732388 = -1651027.917544
  nChanged 268
		SP:Iteration 14Q (21898.560000 sec): 3 clusters
  Score: Raw -1654407.562846 + Penalty 3187.732388 = -1651219.830458
  nChanged 160
		SP:Iteration 15Q (21898.830000 sec): 3 clusters
  Score: Raw -1654522.455509 + Penalty 3187.732388 = -1651334.723121
  nChanged 118
		SP:Iteration 16Q (21899.120000 sec): 3 clusters
  Score: Raw -1654618.620823 + Penalty 3187.732388 = -1651430.888436
  nChanged 72
		SP:Iteration 17Q (21899.400000 sec): 3 clusters
  Score: Raw -1654675.051076 + Penalty 3187.732388 = -1651487.318688
  nChanged 34
		SP:Iteration 18Q (21899.700000 sec): 3 clusters
  Score: Raw -1654703.187132 + Penalty 3187.732388 = -1651515.454744
  nChanged 22
		SP:Iteration 19Q (21899.980000 sec): 3 clusters
  Score: Raw -1654721.474559 + Penalty 3187.732388 = -1651533.742172
  nChanged 15
		SP:Iteration 20F (21900.320000 sec): 3 clusters
  Score: Raw -1654736.111639 + Penalty 3187.732388 = -1651548.379252
  nChanged 9
		SP:Iteration 21Q (21900.610000 sec): 3 clusters
  Score: Raw -1654744.658008 + Penalty 3187.732388 = -1651556.925620
  nChanged 8
		SP:Iteration 22Q (21900.900000 sec): 3 clusters
  Score: Raw -1654751.633433 + Penalty 3187.732388 = -1651563.901045
  nChanged 4
		SP:Iteration 23Q (21901.200000 sec): 3 clusters
  Score: Raw -1654755.021043 + Penalty 3187.732388 = -1651567.288656
  nChanged 1
		SP:Iteration 24Q (21901.480000 sec): 3 clusters
  Score: Raw -1654756.798571 + Penalty 3187.732388 = -1651569.066183
  nChanged 2
		SP:Iteration 25Q (21901.780000 sec): 3 clusters
  Score: Raw -1654758.188434 + Penalty 3187.732388 = -1651570.456047
  nChanged 5
		SP:Iteration 26Q (21902.070000 sec): 3 clusters
  Score: Raw -1654761.765273 + Penalty 3187.732388 = -1651574.032886
  nChanged 5
		SP:Iteration 27Q (21902.360000 sec): 3 clusters
  Score: Raw -1654767.006294 + Penalty 3187.732388 = -1651579.273907
  nChanged 3
		SP:Iteration 28Q (21902.650000 sec): 3 clusters
  Score: Raw -1654770.098640 + Penalty 3187.732388 = -1651582.366252
  nChanged 5
		SP:Iteration 29Q (21902.940000 sec): 3 clusters
  Score: Raw -1654774.748199 + Penalty 3187.732388 = -1651587.015812
  nChanged 2
		SP:Iteration 30Q (21903.230000 sec): 3 clusters
  Score: Raw -1654776.281399 + Penalty 3187.732388 = -1651588.549011
  nChanged 1
		SP:Iteration 31Q (21903.520000 sec): 3 clusters
  Score: Raw -1654777.825374 + Penalty 3187.732388 = -1651590.092987
  nChanged 4
		SP:Iteration 32Q (21903.820000 sec): 3 clusters
  Score: Raw -1654780.234079 + Penalty 3187.732388 = -1651592.501691
  nChanged 2
		SP:Iteration 33Q (21904.110000 sec): 3 clusters
  Score: Raw -1654784.239934 + Penalty 3187.732388 = -1651596.507547
  nChanged 3
		SP:Iteration 34Q (21904.400000 sec): 3 clusters
  Score: Raw -1654787.453164 + Penalty 3187.732388 = -1651599.720776
  nChanged 1
		SP:Iteration 35Q (21904.690000 sec): 3 clusters
  Score: Raw -1654788.183526 + Penalty 3187.732388 = -1651600.451138
  nChanged 1
		SP:Iteration 36Q (21904.990000 sec): 3 clusters
  Score: Raw -1654791.768218 + Penalty 3187.732388 = -1651604.035831
  nChanged 5
		SP:Iteration 37Q (21905.310000 sec): 3 clusters
  Score: Raw -1654796.186671 + Penalty 3187.732388 = -1651608.454284
  nChanged 3
		SP:Iteration 38Q (21905.520000 sec): 3 clusters
  Score: Raw -1654800.488800 + Penalty 3187.732388 = -1651612.756412
  nChanged 1
		SP:Iteration 39Q (21905.800000 sec): 3 clusters
  Score: Raw -1654801.358880 + Penalty 3187.732388 = -1651613.626492
  nChanged 2
		SP:Iteration 40F (21906.120000 sec): 3 clusters
  Score: Raw -1654803.360230 + Penalty 3187.732388 = -1651615.627843
  nChanged 1
		SP:Iteration 41Q (21906.380000 sec): 3 clusters
  Score: Raw -1654804.429261 + Penalty 3187.732388 = -1651616.696873
  nChanged 1
		SP:Iteration 42Q (21906.620000 sec): 3 clusters
  Score: Raw -1654804.853706 + Penalty 3187.732388 = -1651617.121318
  nChanged 2
		SP:Iteration 43Q (21906.920000 sec): 3 clusters
  Score: Raw -1654806.925279 + Penalty 3187.732388 = -1651619.192891
  nChanged 1
		SP:Iteration 44Q (21907.140000 sec): 3 clusters
  Score: Raw -1654808.763919 + Penalty 3187.732388 = -1651621.031531
  nChanged 2
		SP:Iteration 45Q (21907.400000 sec): 3 clusters
  Score: Raw -1654811.178035 + Penalty 3187.732388 = -1651623.445648
  nChanged 1
		SP:Iteration 46Q (21907.630000 sec): 3 clusters
  Score: Raw -1654811.906203 + Penalty 3187.732388 = -1651624.173815
  nChanged 1
		SP:Iteration 47Q (21907.920000 sec): 3 clusters
  Score: Raw -1654813.347375 + Penalty 3187.732388 = -1651625.614987
  nChanged 2
		SP:Iteration 48Q (21908.230000 sec): 3 clusters
  Score: Raw -1654815.591642 + Penalty 3187.732388 = -1651627.859254
  nChanged 3
		SP:Iteration 49Q (21908.540000 sec): 3 clusters
  Score: Raw -1654819.146470 + Penalty 3187.732388 = -1651631.414083
  nChanged 3
		SP:Iteration 50Q (21908.770000 sec): 3 clusters
  Score: Raw -1654821.562760 + Penalty 3187.732388 = -1651633.830372
  nChanged 1
		SP:Iteration 51Q (21908.980000 sec): 3 clusters
  Score: Raw -1654822.290661 + Penalty 3187.732388 = -1651634.558273
  nChanged 1
		SP:Iteration 52Q (21909.230000 sec): 3 clusters
  Score: Raw -1654823.113376 + Penalty 3187.732388 = -1651635.380988
  nChanged 1
		SP:Iteration 53Q (21909.570000 sec): 3 clusters
  Score: Raw -1654824.197395 + Penalty 3187.732388 = -1651636.465007
  nChanged 0
		SP:Iteration 54F (21909.820000 sec): 3 clusters
  Score: Raw -1654824.197395 + Penalty 3187.732388 = -1651636.465007
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 41 (1389 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (21909.930000 sec): 2 clusters
  Score: Raw -117455.334735 + Penalty 1175.905143 = -116279.429592
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (21910.130000 sec): 3 clusters
  Score: Raw -116890.282206 + Penalty 2351.810286 = -114538.471919
  nChanged 457
		SP:Iteration 1F (21910.250000 sec): 3 clusters
  Score: Raw -117182.371829 + Penalty 2351.810286 = -114830.561543
  nChanged 96
		SP:Iteration 2F (21910.400000 sec): 3 clusters
  Score: Raw -117254.384906 + Penalty 2351.810286 = -114902.574620
  nChanged 50
		SP:Iteration 3Q (21910.560000 sec): 3 clusters
  Score: Raw -117296.437938 + Penalty 2351.810286 = -114944.627652
  nChanged 46
		SP:Iteration 4Q (21910.710000 sec): 3 clusters
  Score: Raw -117335.975422 + Penalty 2351.810286 = -114984.165136
  nChanged 35
		SP:Iteration 5Q (21910.870000 sec): 3 clusters
  Score: Raw -117359.248765 + Penalty 2351.810286 = -115007.438479
  nChanged 24
		SP:Iteration 6Q (21911.030000 sec): 3 clusters
  Score: Raw -117375.877262 + Penalty 2351.810286 = -115024.066976
  nChanged 16
		SP:Iteration 7Q (21911.180000 sec): 3 clusters
  Score: Raw -117385.641164 + Penalty 2351.810286 = -115033.830878
  nChanged 17
		SP:Iteration 8Q (21911.280000 sec): 3 clusters
  Score: Raw -117396.731008 + Penalty 2351.810286 = -115044.920721
  nChanged 17
		SP:Iteration 9Q (21911.430000 sec): 3 clusters
  Score: Raw -117406.501129 + Penalty 2351.810286 = -115054.690843
  nChanged 10
		SP:Iteration 10Q (21911.570000 sec): 3 clusters
  Score: Raw -117413.036690 + Penalty 2351.810286 = -115061.226403
  nChanged 8
		SP:Iteration 11Q (21911.660000 sec): 3 clusters
  Score: Raw -117417.704987 + Penalty 2351.810286 = -115065.894700
  nChanged 5
		SP:Iteration 12Q (21911.810000 sec): 3 clusters
  Score: Raw -117420.417335 + Penalty 2351.810286 = -115068.607048
  nChanged 6
		SP:Iteration 13Q (21911.950000 sec): 3 clusters
  Score: Raw -117426.498212 + Penalty 2351.810286 = -115074.687926
  nChanged 7
		SP:Iteration 14Q (21912.100000 sec): 3 clusters
  Score: Raw -117431.383713 + Penalty 2351.810286 = -115079.573427
  nChanged 7
		SP:Iteration 15Q (21912.200000 sec): 3 clusters
  Score: Raw -117435.425965 + Penalty 2351.810286 = -115083.615678
  nChanged 4
		SP:Iteration 16Q (21912.340000 sec): 3 clusters
  Score: Raw -117437.553811 + Penalty 2351.810286 = -115085.743524
  nChanged 3
		SP:Iteration 17Q (21912.490000 sec): 3 clusters
  Score: Raw -117439.390346 + Penalty 2351.810286 = -115087.580060
  nChanged 4
		SP:Iteration 18Q (21912.630000 sec): 3 clusters
  Score: Raw -117441.050068 + Penalty 2351.810286 = -115089.239782
  nChanged 3
		SP:Iteration 19Q (21912.720000 sec): 3 clusters
  Score: Raw -117442.972785 + Penalty 2351.810286 = -115091.162499
  nChanged 2
		SP:Iteration 20F (21912.870000 sec): 3 clusters
  Score: Raw -117445.230924 + Penalty 2351.810286 = -115093.420637
  nChanged 1
		SP:Iteration 21Q (21912.960000 sec): 3 clusters
  Score: Raw -117446.276917 + Penalty 2351.810286 = -115094.466630
  nChanged 2
		SP:Iteration 22Q (21913.060000 sec): 3 clusters
  Score: Raw -117447.304770 + Penalty 2351.810286 = -115095.494484
  nChanged 0
		SP:Iteration 23F (21913.210000 sec): 3 clusters
  Score: Raw -117447.304770 + Penalty 2351.810286 = -115095.494484
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 42 (1525 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (21913.280000 sec): 2 clusters
  Score: Raw -111537.640918 + Penalty 1191.084324 = -110346.556594
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (21913.490000 sec): 3 clusters
  Score: Raw -111003.385350 + Penalty 2382.168649 = -108621.216701
  nChanged 487
		SP:Iteration 1F (21913.660000 sec): 3 clusters
  Score: Raw -111458.025022 + Penalty 2382.168649 = -109075.856373
  nChanged 148
		SP:Iteration 2F (21913.840000 sec): 3 clusters
  Score: Raw -111654.867997 + Penalty 2382.168649 = -109272.699348
  nChanged 108
		SP:Iteration 3F (21914.020000 sec): 3 clusters
  Score: Raw -111802.520079 + Penalty 2382.168649 = -109420.351430
  nChanged 95
		SP:Iteration 4F (21914.180000 sec): 3 clusters
  Score: Raw -111949.333587 + Penalty 2382.168649 = -109567.164938
  nChanged 73
		SP:Iteration 5Q (21914.340000 sec): 3 clusters
  Score: Raw -112049.617368 + Penalty 2382.168649 = -109667.448719
  nChanged 60
		SP:Iteration 6Q (21914.480000 sec): 3 clusters
  Score: Raw -112139.759902 + Penalty 2382.168649 = -109757.591253
  nChanged 50
		SP:Iteration 7Q (21914.680000 sec): 3 clusters
  Score: Raw -112213.444333 + Penalty 2382.168649 = -109831.275684
  nChanged 42
		SP:Iteration 8Q (21914.800000 sec): 3 clusters
  Score: Raw -112267.379505 + Penalty 2382.168649 = -109885.210856
  nChanged 28
		SP:Iteration 9Q (21915.010000 sec): 3 clusters
  Score: Raw -112302.327623 + Penalty 2382.168649 = -109920.158974
  nChanged 25
		SP:Iteration 10Q (21915.210000 sec): 3 clusters
  Score: Raw -112331.432744 + Penalty 2382.168649 = -109949.264095
  nChanged 13
		SP:Iteration 11Q (21915.420000 sec): 3 clusters
  Score: Raw -112349.557603 + Penalty 2382.168649 = -109967.388954
  nChanged 14
		SP:Iteration 12Q (21915.660000 sec): 3 clusters
  Score: Raw -112366.656835 + Penalty 2382.168649 = -109984.488186
  nChanged 10
		SP:Iteration 13Q (21915.790000 sec): 3 clusters
  Score: Raw -112382.294632 + Penalty 2382.168649 = -110000.125983
  nChanged 13
		SP:Iteration 14Q (21915.990000 sec): 3 clusters
  Score: Raw -112401.600841 + Penalty 2382.168649 = -110019.432192
  nChanged 10
		SP:Iteration 15Q (21916.050000 sec): 3 clusters
  Score: Raw -112410.483009 + Penalty 2382.168649 = -110028.314360
  nChanged 10
		SP:Iteration 16Q (21916.200000 sec): 3 clusters
  Score: Raw -112420.249661 + Penalty 2382.168649 = -110038.081013
  nChanged 7
		SP:Iteration 17Q (21916.340000 sec): 3 clusters
  Score: Raw -112425.971548 + Penalty 2382.168649 = -110043.802899
  nChanged 4
		SP:Iteration 18Q (21916.440000 sec): 3 clusters
  Score: Raw -112428.415543 + Penalty 2382.168649 = -110046.246894
  nChanged 1
		SP:Iteration 19Q (21916.530000 sec): 3 clusters
  Score: Raw -112428.870498 + Penalty 2382.168649 = -110046.701849
  nChanged 2
		SP:Iteration 20F (21916.680000 sec): 3 clusters
  Score: Raw -112429.884537 + Penalty 2382.168649 = -110047.715889
  nChanged 3
		SP:Iteration 21Q (21916.770000 sec): 3 clusters
  Score: Raw -112431.316905 + Penalty 2382.168649 = -110049.148256
  nChanged 2
		SP:Iteration 22Q (21916.890000 sec): 3 clusters
  Score: Raw -112433.251111 + Penalty 2382.168649 = -110051.082462
  nChanged 2
		SP:Iteration 23Q (21917.030000 sec): 3 clusters
  Score: Raw -112434.642210 + Penalty 2382.168649 = -110052.473561
  nChanged 1
		SP:Iteration 24Q (21917.110000 sec): 3 clusters
  Score: Raw -112435.104182 + Penalty 2382.168649 = -110052.935534
  nChanged 0
		SP:Iteration 25F (21917.250000 sec): 3 clusters
  Score: Raw -112435.104182 + Penalty 2382.168649 = -110052.935534
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 44 (1846 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (21917.360000 sec): 2 clusters
  Score: Raw -154218.197359 + Penalty 1222.126167 = -152996.071192
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (21917.520000 sec): 3 clusters
  Score: Raw -153453.569170 + Penalty 2444.252335 = -151009.316835
  nChanged 655
		SP:Iteration 1F (21917.660000 sec): 3 clusters
  Score: Raw -153924.065749 + Penalty 2444.252335 = -151479.813414
  nChanged 153
		SP:Iteration 2F (21917.820000 sec): 3 clusters
  Score: Raw -154074.012188 + Penalty 2444.252335 = -151629.759853
  nChanged 110
		SP:Iteration 3F (21917.910000 sec): 3 clusters
  Score: Raw -154174.898910 + Penalty 2444.252335 = -151730.646575
  nChanged 95
		SP:Iteration 4F (21918.060000 sec): 3 clusters
  Score: Raw -154280.977648 + Penalty 2444.252335 = -151836.725314
  nChanged 89
		SP:Iteration 5Q (21918.200000 sec): 3 clusters
  Score: Raw -154378.143709 + Penalty 2444.252335 = -151933.891374
  nChanged 56
		SP:Iteration 6Q (21918.340000 sec): 3 clusters
  Score: Raw -154440.839068 + Penalty 2444.252335 = -151996.586733
  nChanged 50
		SP:Iteration 7Q (21918.480000 sec): 3 clusters
  Score: Raw -154489.250830 + Penalty 2444.252335 = -152044.998495
  nChanged 33
		SP:Iteration 8Q (21918.580000 sec): 3 clusters
  Score: Raw -154525.017614 + Penalty 2444.252335 = -152080.765279
  nChanged 29
		SP:Iteration 9Q (21918.730000 sec): 3 clusters
  Score: Raw -154551.070370 + Penalty 2444.252335 = -152106.818035
  nChanged 16
		SP:Iteration 10Q (21918.820000 sec): 3 clusters
  Score: Raw -154563.563649 + Penalty 2444.252335 = -152119.311314
  nChanged 15
		SP:Iteration 11Q (21918.920000 sec): 3 clusters
  Score: Raw -154572.968726 + Penalty 2444.252335 = -152128.716391
  nChanged 8
		SP:Iteration 12Q (21919.070000 sec): 3 clusters
  Score: Raw -154577.233831 + Penalty 2444.252335 = -152132.981496
  nChanged 3
		SP:Iteration 13Q (21919.160000 sec): 3 clusters
  Score: Raw -154578.782082 + Penalty 2444.252335 = -152134.529747
  nChanged 2
		SP:Iteration 14Q (21919.300000 sec): 3 clusters
  Score: Raw -154579.849064 + Penalty 2444.252335 = -152135.596729
  nChanged 1
		SP:Iteration 15Q (21919.390000 sec): 3 clusters
  Score: Raw -154580.217448 + Penalty 2444.252335 = -152135.965113
  nChanged 1
		SP:Iteration 16Q (21919.500000 sec): 3 clusters
  Score: Raw -154581.481333 + Penalty 2444.252335 = -152137.228998
  nChanged 1
		SP:Iteration 17Q (21919.640000 sec): 3 clusters
  Score: Raw -154582.467289 + Penalty 2444.252335 = -152138.214954
  nChanged 1
		SP:Iteration 18Q (21919.740000 sec): 3 clusters
  Score: Raw -154583.589645 + Penalty 2444.252335 = -152139.337310
  nChanged 0
		SP:Iteration 19F (21919.880000 sec): 3 clusters
  Score: Raw -154583.589645 + Penalty 2444.252335 = -152139.337310
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 45 (5459 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (21919.960000 sec): 2 clusters
  Score: Raw -516655.218197 + Penalty 1398.315897 = -515256.902300
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (21920.120000 sec): 3 clusters
  Score: Raw -513798.735522 + Penalty 2796.631793 = -511002.103729
  nChanged 2198
		SP:Iteration 1F (21920.320000 sec): 3 clusters
  Score: Raw -515031.822819 + Penalty 2796.631793 = -512235.191026
  nChanged 404
		SP:Iteration 2F (21920.510000 sec): 3 clusters
  Score: Raw -515212.429321 + Penalty 2796.631793 = -512415.797528
  nChanged 265
		SP:Iteration 3Q (21920.640000 sec): 3 clusters
  Score: Raw -515348.415458 + Penalty 2796.631793 = -512551.783665
  nChanged 244
		SP:Iteration 4Q (21920.790000 sec): 3 clusters
  Score: Raw -515464.017703 + Penalty 2796.631793 = -512667.385910
  nChanged 225
		SP:Iteration 5Q (21920.940000 sec): 3 clusters
  Score: Raw -515571.861852 + Penalty 2796.631793 = -512775.230059
  nChanged 192
		SP:Iteration 6Q (21921.140000 sec): 3 clusters
  Score: Raw -515665.494325 + Penalty 2796.631793 = -512868.862532
  nChanged 206
		SP:Iteration 7Q (21921.320000 sec): 3 clusters
  Score: Raw -515776.649466 + Penalty 2796.631793 = -512980.017673
  nChanged 194
		SP:Iteration 8Q (21921.440000 sec): 3 clusters
  Score: Raw -515875.377333 + Penalty 2796.631793 = -513078.745540
  nChanged 187
		SP:Iteration 9Q (21921.640000 sec): 3 clusters
  Score: Raw -515971.982973 + Penalty 2796.631793 = -513175.351179
  nChanged 175
		SP:Iteration 10Q (21921.840000 sec): 3 clusters
  Score: Raw -516075.412957 + Penalty 2796.631793 = -513278.781164
  nChanged 186
		SP:Iteration 11Q (21922.020000 sec): 3 clusters
  Score: Raw -516184.531834 + Penalty 2796.631793 = -513387.900041
  nChanged 162
		SP:Iteration 12Q (21922.210000 sec): 3 clusters
  Score: Raw -516288.220566 + Penalty 2796.631793 = -513491.588773
  nChanged 151
		SP:Iteration 13Q (21922.370000 sec): 3 clusters
  Score: Raw -516394.605152 + Penalty 2796.631793 = -513597.973359
  nChanged 132
		SP:Iteration 14Q (21922.600000 sec): 3 clusters
  Score: Raw -516499.916433 + Penalty 2796.631793 = -513703.284640
  nChanged 111
		SP:Iteration 15Q (21922.810000 sec): 3 clusters
  Score: Raw -516593.337983 + Penalty 2796.631793 = -513796.706190
  nChanged 74
		SP:Iteration 16Q (21922.980000 sec): 3 clusters
  Score: Raw -516648.783594 + Penalty 2796.631793 = -513852.151801
  nChanged 57
		SP:Iteration 17Q (21923.180000 sec): 3 clusters
  Score: Raw -516689.370683 + Penalty 2796.631793 = -513892.738890
  nChanged 27
		SP:Iteration 18Q (21923.360000 sec): 3 clusters
  Score: Raw -516712.117482 + Penalty 2796.631793 = -513915.485689
  nChanged 24
		SP:Iteration 19Q (21923.530000 sec): 3 clusters
  Score: Raw -516732.735975 + Penalty 2796.631793 = -513936.104182
  nChanged 23
		SP:Iteration 20F (21923.710000 sec): 3 clusters
  Score: Raw -516750.706798 + Penalty 2796.631793 = -513954.075005
  nChanged 21
		SP:Iteration 21Q (21923.860000 sec): 3 clusters
  Score: Raw -516771.526018 + Penalty 2796.631793 = -513974.894225
  nChanged 19
		SP:Iteration 22Q (21924.050000 sec): 3 clusters
  Score: Raw -516791.899754 + Penalty 2796.631793 = -513995.267960
  nChanged 10
		SP:Iteration 23Q (21924.230000 sec): 3 clusters
  Score: Raw -516800.037997 + Penalty 2796.631793 = -514003.406204
  nChanged 9
		SP:Iteration 24Q (21924.450000 sec): 3 clusters
  Score: Raw -516808.285421 + Penalty 2796.631793 = -514011.653628
  nChanged 8
		SP:Iteration 25Q (21924.620000 sec): 3 clusters
  Score: Raw -516816.487635 + Penalty 2796.631793 = -514019.855841
  nChanged 6
		SP:Iteration 26Q (21924.820000 sec): 3 clusters
  Score: Raw -516821.801605 + Penalty 2796.631793 = -514025.169812
  nChanged 7
		SP:Iteration 27Q (21924.960000 sec): 3 clusters
  Score: Raw -516830.579574 + Penalty 2796.631793 = -514033.947781
  nChanged 6
		SP:Iteration 28Q (21925.080000 sec): 3 clusters
  Score: Raw -516837.262360 + Penalty 2796.631793 = -514040.630567
  nChanged 4
		SP:Iteration 29Q (21925.260000 sec): 3 clusters
  Score: Raw -516840.427599 + Penalty 2796.631793 = -514043.795806
  nChanged 3
		SP:Iteration 30Q (21925.420000 sec): 3 clusters
  Score: Raw -516842.139564 + Penalty 2796.631793 = -514045.507771
  nChanged 3
		SP:Iteration 31Q (21925.580000 sec): 3 clusters
  Score: Raw -516844.511151 + Penalty 2796.631793 = -514047.879358
  nChanged 5
		SP:Iteration 32Q (21925.780000 sec): 3 clusters
  Score: Raw -516848.644973 + Penalty 2796.631793 = -514052.013180
  nChanged 4
		SP:Iteration 33Q (21925.900000 sec): 3 clusters
  Score: Raw -516852.550562 + Penalty 2796.631793 = -514055.918769
  nChanged 3
		SP:Iteration 34Q (21926.080000 sec): 3 clusters
  Score: Raw -516854.325536 + Penalty 2796.631793 = -514057.693743
  nChanged 3
		SP:Iteration 35Q (21926.260000 sec): 3 clusters
  Score: Raw -516856.140453 + Penalty 2796.631793 = -514059.508660
  nChanged 0
		SP:Iteration 36F (21926.450000 sec): 3 clusters
  Score: Raw -516856.140453 + Penalty 2796.631793 = -514059.508660
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 46 (2733 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (21926.570000 sec): 2 clusters
  Score: Raw -251260.334576 + Penalty 1285.887718 = -249974.446859
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (21926.740000 sec): 3 clusters
  Score: Raw -249974.024562 + Penalty 2571.775435 = -247402.249127
  nChanged 1020
		SP:Iteration 1F (21926.880000 sec): 3 clusters
  Score: Raw -250559.834404 + Penalty 2571.775435 = -247988.058969
  nChanged 206
		SP:Iteration 2F (21927.030000 sec): 3 clusters
  Score: Raw -250697.149631 + Penalty 2571.775435 = -248125.374196
  nChanged 137
		SP:Iteration 3F (21927.170000 sec): 3 clusters
  Score: Raw -250775.138798 + Penalty 2571.775435 = -248203.363363
  nChanged 104
		SP:Iteration 4Q (21927.300000 sec): 3 clusters
  Score: Raw -250837.335164 + Penalty 2571.775435 = -248265.559729
  nChanged 92
		SP:Iteration 5Q (21927.440000 sec): 3 clusters
  Score: Raw -250904.588325 + Penalty 2571.775435 = -248332.812890
  nChanged 97
		SP:Iteration 6Q (21927.570000 sec): 3 clusters
  Score: Raw -250963.152249 + Penalty 2571.775435 = -248391.376813
  nChanged 87
		SP:Iteration 7Q (21927.710000 sec): 3 clusters
  Score: Raw -251014.654326 + Penalty 2571.775435 = -248442.878891
  nChanged 65
		SP:Iteration 8Q (21927.860000 sec): 3 clusters
  Score: Raw -251057.124807 + Penalty 2571.775435 = -248485.349372
  nChanged 72
		SP:Iteration 9Q (21928.000000 sec): 3 clusters
  Score: Raw -251109.834222 + Penalty 2571.775435 = -248538.058787
  nChanged 83
		SP:Iteration 10Q (21928.140000 sec): 3 clusters
  Score: Raw -251182.051844 + Penalty 2571.775435 = -248610.276409
  nChanged 77
		SP:Iteration 11Q (21928.290000 sec): 3 clusters
  Score: Raw -251237.118302 + Penalty 2571.775435 = -248665.342867
  nChanged 66
		SP:Iteration 12Q (21928.430000 sec): 3 clusters
  Score: Raw -251291.181824 + Penalty 2571.775435 = -248719.406388
  nChanged 54
		SP:Iteration 13Q (21928.580000 sec): 3 clusters
  Score: Raw -251328.499338 + Penalty 2571.775435 = -248756.723902
  nChanged 38
		SP:Iteration 14Q (21928.720000 sec): 3 clusters
  Score: Raw -251353.902121 + Penalty 2571.775435 = -248782.126685
  nChanged 28
		SP:Iteration 15Q (21928.860000 sec): 3 clusters
  Score: Raw -251373.330758 + Penalty 2571.775435 = -248801.555322
  nChanged 22
		SP:Iteration 16Q (21929.010000 sec): 3 clusters
  Score: Raw -251391.284737 + Penalty 2571.775435 = -248819.509302
  nChanged 19
		SP:Iteration 17Q (21929.150000 sec): 3 clusters
  Score: Raw -251411.982200 + Penalty 2571.775435 = -248840.206765
  nChanged 17
		SP:Iteration 18Q (21929.300000 sec): 3 clusters
  Score: Raw -251426.144188 + Penalty 2571.775435 = -248854.368753
  nChanged 16
		SP:Iteration 19Q (21929.440000 sec): 3 clusters
  Score: Raw -251442.138308 + Penalty 2571.775435 = -248870.362872
  nChanged 13
		SP:Iteration 20F (21929.610000 sec): 3 clusters
  Score: Raw -251454.380586 + Penalty 2571.775435 = -248882.605150
  nChanged 13
		SP:Iteration 21Q (21929.710000 sec): 3 clusters
  Score: Raw -251469.206009 + Penalty 2571.775435 = -248897.430573
  nChanged 12
		SP:Iteration 22Q (21929.850000 sec): 3 clusters
  Score: Raw -251480.952060 + Penalty 2571.775435 = -248909.176625
  nChanged 11
		SP:Iteration 23Q (21929.990000 sec): 3 clusters
  Score: Raw -251489.748511 + Penalty 2571.775435 = -248917.973076
  nChanged 8
		SP:Iteration 24Q (21930.140000 sec): 3 clusters
  Score: Raw -251496.502186 + Penalty 2571.775435 = -248924.726751
  nChanged 4
		SP:Iteration 25Q (21930.280000 sec): 3 clusters
  Score: Raw -251500.452299 + Penalty 2571.775435 = -248928.676863
  nChanged 5
		SP:Iteration 26Q (21930.430000 sec): 3 clusters
  Score: Raw -251505.005439 + Penalty 2571.775435 = -248933.230004
  nChanged 4
		SP:Iteration 27Q (21930.570000 sec): 3 clusters
  Score: Raw -251509.959619 + Penalty 2571.775435 = -248938.184183
  nChanged 3
		SP:Iteration 28Q (21930.710000 sec): 3 clusters
  Score: Raw -251511.307389 + Penalty 2571.775435 = -248939.531953
  nChanged 0
		SP:Iteration 29F (21930.860000 sec): 3 clusters
  Score: Raw -251511.307389 + Penalty 2571.775435 = -248939.531953
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 47 (1483 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (21930.950000 sec): 2 clusters
  Score: Raw -116662.777902 + Penalty 1186.546131 = -115476.231771
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (21931.110000 sec): 3 clusters
  Score: Raw -116119.940148 + Penalty 2373.092261 = -113746.847887
  nChanged 474
		SP:Iteration 1F (21931.310000 sec): 3 clusters
  Score: Raw -116555.330850 + Penalty 2373.092261 = -114182.238589
  nChanged 146
		SP:Iteration 2F (21931.540000 sec): 3 clusters
  Score: Raw -116729.148678 + Penalty 2373.092261 = -114356.056417
  nChanged 90
		SP:Iteration 3F (21931.710000 sec): 3 clusters
  Score: Raw -116845.787773 + Penalty 2373.092261 = -114472.695512
  nChanged 68
		SP:Iteration 4Q (21931.850000 sec): 3 clusters
  Score: Raw -116952.584182 + Penalty 2373.092261 = -114579.491921
  nChanged 63
		SP:Iteration 5Q (21931.960000 sec): 3 clusters
  Score: Raw -117009.517933 + Penalty 2373.092261 = -114636.425672
  nChanged 43
		SP:Iteration 6Q (21932.120000 sec): 3 clusters
  Score: Raw -117040.091917 + Penalty 2373.092261 = -114666.999656
  nChanged 27
		SP:Iteration 7Q (21932.330000 sec): 3 clusters
  Score: Raw -117062.277674 + Penalty 2373.092261 = -114689.185413
  nChanged 22
		SP:Iteration 8Q (21932.480000 sec): 3 clusters
  Score: Raw -117082.450673 + Penalty 2373.092261 = -114709.358411
  nChanged 16
		SP:Iteration 9Q (21932.620000 sec): 3 clusters
  Score: Raw -117098.383506 + Penalty 2373.092261 = -114725.291245
  nChanged 16
		SP:Iteration 10Q (21932.770000 sec): 3 clusters
  Score: Raw -117115.895806 + Penalty 2373.092261 = -114742.803545
  nChanged 17
		SP:Iteration 11Q (21932.910000 sec): 3 clusters
  Score: Raw -117126.816033 + Penalty 2373.092261 = -114753.723772
  nChanged 16
		SP:Iteration 12Q (21933.030000 sec): 3 clusters
  Score: Raw -117135.951924 + Penalty 2373.092261 = -114762.859663
  nChanged 10
		SP:Iteration 13Q (21933.160000 sec): 3 clusters
  Score: Raw -117141.829344 + Penalty 2373.092261 = -114768.737082
  nChanged 7
		SP:Iteration 14Q (21933.300000 sec): 3 clusters
  Score: Raw -117146.681982 + Penalty 2373.092261 = -114773.589721
  nChanged 8
		SP:Iteration 15Q (21933.440000 sec): 3 clusters
  Score: Raw -117154.486312 + Penalty 2373.092261 = -114781.394051
  nChanged 12
		SP:Iteration 16Q (21933.520000 sec): 3 clusters
  Score: Raw -117165.801022 + Penalty 2373.092261 = -114792.708760
  nChanged 12
		SP:Iteration 17Q (21933.660000 sec): 3 clusters
  Score: Raw -117175.816103 + Penalty 2373.092261 = -114802.723841
  nChanged 15
		SP:Iteration 18Q (21933.750000 sec): 3 clusters
  Score: Raw -117186.688630 + Penalty 2373.092261 = -114813.596368
  nChanged 14
		SP:Iteration 19Q (21933.870000 sec): 3 clusters
  Score: Raw -117202.435286 + Penalty 2373.092261 = -114829.343025
  nChanged 10
		SP:Iteration 20F (21934.020000 sec): 3 clusters
  Score: Raw -117213.677765 + Penalty 2373.092261 = -114840.585504
  nChanged 3
		SP:Iteration 21Q (21934.090000 sec): 3 clusters
  Score: Raw -117217.706326 + Penalty 2373.092261 = -114844.614064
  nChanged 6
		SP:Iteration 22Q (21934.230000 sec): 3 clusters
  Score: Raw -117224.017329 + Penalty 2373.092261 = -114850.925068
  nChanged 7
		SP:Iteration 23Q (21934.330000 sec): 3 clusters
  Score: Raw -117228.262230 + Penalty 2373.092261 = -114855.169969
  nChanged 4
		SP:Iteration 24Q (21934.450000 sec): 3 clusters
  Score: Raw -117230.224981 + Penalty 2373.092261 = -114857.132719
  nChanged 3
		SP:Iteration 25Q (21934.590000 sec): 3 clusters
  Score: Raw -117231.147628 + Penalty 2373.092261 = -114858.055366
  nChanged 1
		SP:Iteration 26Q (21934.660000 sec): 3 clusters
  Score: Raw -117231.490318 + Penalty 2373.092261 = -114858.398057
  nChanged 0
		SP:Iteration 27F (21934.810000 sec): 3 clusters
  Score: Raw -117231.490318 + Penalty 2373.092261 = -114858.398057
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 48 (2690 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (21934.920000 sec): 2 clusters
  Score: Raw -216344.490648 + Penalty 1283.310677 = -215061.179972
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (21935.170000 sec): 3 clusters
  Score: Raw -215171.791736 + Penalty 2566.621354 = -212605.170383
  nChanged 949
		SP:Iteration 1F (21935.390000 sec): 3 clusters
  Score: Raw -215854.285373 + Penalty 2566.621354 = -213287.664020
  nChanged 243
		SP:Iteration 2F (21935.550000 sec): 3 clusters
  Score: Raw -216085.508346 + Penalty 2566.621354 = -213518.886992
  nChanged 198
		SP:Iteration 3F (21935.690000 sec): 3 clusters
  Score: Raw -216294.078244 + Penalty 2566.621354 = -213727.456891
  nChanged 164
		SP:Iteration 4F (21935.860000 sec): 3 clusters
  Score: Raw -216469.436540 + Penalty 2566.621354 = -213902.815187
  nChanged 147
		SP:Iteration 5F (21935.950000 sec): 3 clusters
  Score: Raw -216622.337074 + Penalty 2566.621354 = -214055.715721
  nChanged 106
		SP:Iteration 6Q (21936.090000 sec): 3 clusters
  Score: Raw -216732.335334 + Penalty 2566.621354 = -214165.713980
  nChanged 104
		SP:Iteration 7Q (21936.240000 sec): 3 clusters
  Score: Raw -216841.464939 + Penalty 2566.621354 = -214274.843586
  nChanged 76
		SP:Iteration 8Q (21936.380000 sec): 3 clusters
  Score: Raw -216907.443940 + Penalty 2566.621354 = -214340.822586
  nChanged 52
		SP:Iteration 9Q (21936.470000 sec): 3 clusters
  Score: Raw -216955.447872 + Penalty 2566.621354 = -214388.826518
  nChanged 58
		SP:Iteration 10Q (21936.590000 sec): 3 clusters
  Score: Raw -216994.598164 + Penalty 2566.621354 = -214427.976811
  nChanged 40
		SP:Iteration 11Q (21936.730000 sec): 3 clusters
  Score: Raw -217025.445842 + Penalty 2566.621354 = -214458.824488
  nChanged 27
		SP:Iteration 12Q (21936.810000 sec): 3 clusters
  Score: Raw -217040.000667 + Penalty 2566.621354 = -214473.379313
  nChanged 14
		SP:Iteration 13Q (21936.950000 sec): 3 clusters
  Score: Raw -217046.729165 + Penalty 2566.621354 = -214480.107812
  nChanged 12
		SP:Iteration 14Q (21937.050000 sec): 3 clusters
  Score: Raw -217051.913886 + Penalty 2566.621354 = -214485.292533
  nChanged 11
		SP:Iteration 15Q (21937.160000 sec): 3 clusters
  Score: Raw -217056.209338 + Penalty 2566.621354 = -214489.587984
  nChanged 9
		SP:Iteration 16Q (21937.310000 sec): 3 clusters
  Score: Raw -217060.406290 + Penalty 2566.621354 = -214493.784937
  nChanged 9
		SP:Iteration 17Q (21937.390000 sec): 3 clusters
  Score: Raw -217063.504086 + Penalty 2566.621354 = -214496.882733
  nChanged 5
		SP:Iteration 18Q (21937.530000 sec): 3 clusters
  Score: Raw -217065.753479 + Penalty 2566.621354 = -214499.132125
  nChanged 2
		SP:Iteration 19Q (21937.630000 sec): 3 clusters
  Score: Raw -217067.033960 + Penalty 2566.621354 = -214500.412606
  nChanged 2
		SP:Iteration 20F (21937.740000 sec): 3 clusters
  Score: Raw -217067.602373 + Penalty 2566.621354 = -214500.981020
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 49 (6365 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (21937.880000 sec): 2 clusters
  Score: Raw -573298.258851 + Penalty 1423.267546 = -571874.991306
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (21938.060000 sec): 3 clusters
  Score: Raw -569969.675463 + Penalty 2846.535091 = -567123.140372
  nChanged 2592
		SP:Iteration 1F (21938.250000 sec): 3 clusters
  Score: Raw -571437.928527 + Penalty 2846.535091 = -568591.393435
  nChanged 525
		SP:Iteration 2F (21938.470000 sec): 3 clusters
  Score: Raw -571898.808617 + Penalty 2846.535091 = -569052.273526
  nChanged 508
		SP:Iteration 3F (21938.680000 sec): 3 clusters
  Score: Raw -572387.153953 + Penalty 2846.535091 = -569540.618862
  nChanged 468
		SP:Iteration 4F (21938.840000 sec): 3 clusters
  Score: Raw -572802.070223 + Penalty 2846.535091 = -569955.535132
  nChanged 390
		SP:Iteration 5F (21939.060000 sec): 3 clusters
  Score: Raw -573117.570852 + Penalty 2846.535091 = -570271.035761
  nChanged 320
		SP:Iteration 6F (21939.230000 sec): 3 clusters
  Score: Raw -573380.365096 + Penalty 2846.535091 = -570533.830004
  nChanged 270
		SP:Iteration 7Q (21939.440000 sec): 3 clusters
  Score: Raw -573621.017955 + Penalty 2846.535091 = -570774.482864
  nChanged 231
		SP:Iteration 8Q (21939.650000 sec): 3 clusters
  Score: Raw -573799.480787 + Penalty 2846.535091 = -570952.945696
  nChanged 175
		SP:Iteration 9Q (21939.820000 sec): 3 clusters
  Score: Raw -573932.378576 + Penalty 2846.535091 = -571085.843485
  nChanged 144
		SP:Iteration 10Q (21939.980000 sec): 3 clusters
  Score: Raw -574054.260835 + Penalty 2846.535091 = -571207.725744
  nChanged 132
		SP:Iteration 11Q (21940.140000 sec): 3 clusters
  Score: Raw -574150.786333 + Penalty 2846.535091 = -571304.251242
  nChanged 78
		SP:Iteration 12Q (21940.310000 sec): 3 clusters
  Score: Raw -574197.395413 + Penalty 2846.535091 = -571350.860322
  nChanged 72
		SP:Iteration 13Q (21940.470000 sec): 3 clusters
  Score: Raw -574232.350428 + Penalty 2846.535091 = -571385.815337
  nChanged 61
		SP:Iteration 14Q (21940.640000 sec): 3 clusters
  Score: Raw -574263.808954 + Penalty 2846.535091 = -571417.273863
  nChanged 51
		SP:Iteration 15Q (21940.800000 sec): 3 clusters
  Score: Raw -574286.887449 + Penalty 2846.535091 = -571440.352358
  nChanged 34
		SP:Iteration 16Q (21940.960000 sec): 3 clusters
  Score: Raw -574301.584080 + Penalty 2846.535091 = -571455.048989
  nChanged 34
		SP:Iteration 17Q (21941.170000 sec): 3 clusters
  Score: Raw -574315.698279 + Penalty 2846.535091 = -571469.163188
  nChanged 29
		SP:Iteration 18Q (21941.340000 sec): 3 clusters
  Score: Raw -574325.589195 + Penalty 2846.535091 = -571479.054104
  nChanged 20
		SP:Iteration 19Q (21941.500000 sec): 3 clusters
  Score: Raw -574334.369234 + Penalty 2846.535091 = -571487.834143
  nChanged 23
		SP:Iteration 20F (21941.670000 sec): 3 clusters
  Score: Raw -574344.783447 + Penalty 2846.535091 = -571498.248355
  nChanged 18
		SP:Iteration 21Q (21941.830000 sec): 3 clusters
  Score: Raw -574351.135268 + Penalty 2846.535091 = -571504.600177
  nChanged 19
		SP:Iteration 22Q (21942.000000 sec): 3 clusters
  Score: Raw -574357.751943 + Penalty 2846.535091 = -571511.216852
  nChanged 19
		SP:Iteration 23Q (21942.160000 sec): 3 clusters
  Score: Raw -574363.682399 + Penalty 2846.535091 = -571517.147308
  nChanged 10
		SP:Iteration 24Q (21942.330000 sec): 3 clusters
  Score: Raw -574367.115865 + Penalty 2846.535091 = -571520.580774
  nChanged 10
		SP:Iteration 25Q (21942.490000 sec): 3 clusters
  Score: Raw -574370.773409 + Penalty 2846.535091 = -571524.238318
  nChanged 10
		SP:Iteration 26Q (21942.660000 sec): 3 clusters
  Score: Raw -574374.305732 + Penalty 2846.535091 = -571527.770641
  nChanged 8
		SP:Iteration 27Q (21942.820000 sec): 3 clusters
  Score: Raw -574377.672277 + Penalty 2846.535091 = -571531.137186
  nChanged 12
		SP:Iteration 28Q (21942.990000 sec): 3 clusters
  Score: Raw -574381.718322 + Penalty 2846.535091 = -571535.183231
  nChanged 15
		SP:Iteration 29Q (21943.240000 sec): 3 clusters
  Score: Raw -574387.601471 + Penalty 2846.535091 = -571541.066380
  nChanged 10
		SP:Iteration 30Q (21943.400000 sec): 3 clusters
  Score: Raw -574390.758201 + Penalty 2846.535091 = -571544.223109
  nChanged 5
		SP:Iteration 31Q (21943.590000 sec): 3 clusters
  Score: Raw -574391.628751 + Penalty 2846.535091 = -571545.093660
  nChanged 4
		SP:Iteration 32Q (21943.800000 sec): 3 clusters
  Score: Raw -574392.381603 + Penalty 2846.535091 = -571545.846512
  nChanged 3
		SP:Iteration 33Q (21943.970000 sec): 3 clusters
  Score: Raw -574393.345069 + Penalty 2846.535091 = -571546.809977
  nChanged 5
		SP:Iteration 34Q (21944.140000 sec): 3 clusters
  Score: Raw -574394.855476 + Penalty 2846.535091 = -571548.320385
  nChanged 4
		SP:Iteration 35Q (21944.320000 sec): 3 clusters
  Score: Raw -574396.211137 + Penalty 2846.535091 = -571549.676046
  nChanged 3
		SP:Iteration 36Q (21944.490000 sec): 3 clusters
  Score: Raw -574396.793856 + Penalty 2846.535091 = -571550.258765
  nChanged 1
		SP:Iteration 37Q (21944.660000 sec): 3 clusters
  Score: Raw -574396.983363 + Penalty 2846.535091 = -571550.448272
  nChanged 0
		SP:Iteration 38F (21944.840000 sec): 3 clusters
  Score: Raw -574396.983363 + Penalty 2846.535091 = -571550.448272
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 50 (301 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (21944.960000 sec): 2 clusters
  Score: Raw -22487.238749 + Penalty 927.405418 = -21559.833331
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (21945.140000 sec): 3 clusters
  Score: Raw -22589.631622 + Penalty 1854.810836 = -20734.820786
  nChanged 65
		SP:Iteration 1F (21945.320000 sec): 3 clusters
  Score: Raw -22777.862926 + Penalty 1854.810836 = -20923.052090
  nChanged 17
		SP:Iteration 2F (21945.490000 sec): 3 clusters
  Score: Raw -22825.516407 + Penalty 1854.810836 = -20970.705571
  nChanged 6
		SP:Iteration 3Q (21945.710000 sec): 3 clusters
  Score: Raw -22842.444542 + Penalty 1854.810836 = -20987.633706
  nChanged 4
		SP:Iteration 4Q (21945.860000 sec): 3 clusters
  Score: Raw -22853.290434 + Penalty 1854.810836 = -20998.479598
  nChanged 2
		SP:Iteration 5Q (21946.040000 sec): 3 clusters
  Score: Raw -22861.553429 + Penalty 1854.810836 = -21006.742593
  nChanged 2
		SP:Iteration 6Q (21946.180000 sec): 3 clusters
  Score: Raw -22869.663562 + Penalty 1854.810836 = -21014.852726
  nChanged 1
		SP:Iteration 7Q (21946.290000 sec): 3 clusters
  Score: Raw -22871.683842 + Penalty 1854.810836 = -21016.873006
  nChanged 0
		SP:Iteration 8F (21946.480000 sec): 3 clusters
  Score: Raw -22871.683842 + Penalty 1854.810836 = -21016.873006
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 51 (3255 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (21946.570000 sec): 2 clusters
  Score: Raw -266231.380466 + Penalty 1314.291478 = -264917.088989
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (21946.720000 sec): 3 clusters
  Score: Raw -264636.624246 + Penalty 2628.582955 = -262008.041291
  nChanged 1265
		SP:Iteration 1F (21946.880000 sec): 3 clusters
  Score: Raw -265393.404985 + Penalty 2628.582955 = -262764.822030
  nChanged 274
		SP:Iteration 2F (21946.970000 sec): 3 clusters
  Score: Raw -265600.680521 + Penalty 2628.582955 = -262972.097566
  nChanged 205
		SP:Iteration 3F (21947.140000 sec): 3 clusters
  Score: Raw -265759.858098 + Penalty 2628.582955 = -263131.275142
  nChanged 159
		SP:Iteration 4Q (21947.270000 sec): 3 clusters
  Score: Raw -265891.183547 + Penalty 2628.582955 = -263262.600592
  nChanged 130
		SP:Iteration 5Q (21947.440000 sec): 3 clusters
  Score: Raw -266007.607156 + Penalty 2628.582955 = -263379.024200
  nChanged 114
		SP:Iteration 6Q (21947.600000 sec): 3 clusters
  Score: Raw -266094.927665 + Penalty 2628.582955 = -263466.344709
  nChanged 108
		SP:Iteration 7Q (21947.770000 sec): 3 clusters
  Score: Raw -266175.370234 + Penalty 2628.582955 = -263546.787279
  nChanged 95
		SP:Iteration 8Q (21947.940000 sec): 3 clusters
  Score: Raw -266252.013218 + Penalty 2628.582955 = -263623.430262
  nChanged 108
		SP:Iteration 9Q (21948.110000 sec): 3 clusters
  Score: Raw -266330.524047 + Penalty 2628.582955 = -263701.941092
  nChanged 93
		SP:Iteration 10Q (21948.200000 sec): 3 clusters
  Score: Raw -266385.198205 + Penalty 2628.582955 = -263756.615250
  nChanged 76
		SP:Iteration 11Q (21948.350000 sec): 3 clusters
  Score: Raw -266426.041415 + Penalty 2628.582955 = -263797.458459
  nChanged 66
		SP:Iteration 12Q (21948.510000 sec): 3 clusters
  Score: Raw -266457.781949 + Penalty 2628.582955 = -263829.198994
  nChanged 48
		SP:Iteration 13Q (21948.650000 sec): 3 clusters
  Score: Raw -266476.182014 + Penalty 2628.582955 = -263847.599059
  nChanged 35
		SP:Iteration 14Q (21948.740000 sec): 3 clusters
  Score: Raw -266491.411157 + Penalty 2628.582955 = -263862.828202
  nChanged 31
		SP:Iteration 15Q (21948.890000 sec): 3 clusters
  Score: Raw -266502.795176 + Penalty 2628.582955 = -263874.212221
  nChanged 32
		SP:Iteration 16Q (21949.040000 sec): 3 clusters
  Score: Raw -266516.153335 + Penalty 2628.582955 = -263887.570380
  nChanged 26
		SP:Iteration 17Q (21949.140000 sec): 3 clusters
  Score: Raw -266531.081243 + Penalty 2628.582955 = -263902.498288
  nChanged 32
		SP:Iteration 18Q (21949.300000 sec): 3 clusters
  Score: Raw -266545.472468 + Penalty 2628.582955 = -263916.889513
  nChanged 25
		SP:Iteration 19Q (21949.420000 sec): 3 clusters
  Score: Raw -266554.529300 + Penalty 2628.582955 = -263925.946345
  nChanged 19
		SP:Iteration 20F (21949.580000 sec): 3 clusters
  Score: Raw -266564.278776 + Penalty 2628.582955 = -263935.695820
  nChanged 16
		SP:Iteration 21Q (21949.690000 sec): 3 clusters
  Score: Raw -266572.386920 + Penalty 2628.582955 = -263943.803965
  nChanged 18
		SP:Iteration 22Q (21949.820000 sec): 3 clusters
  Score: Raw -266577.855953 + Penalty 2628.582955 = -263949.272998
  nChanged 11
		SP:Iteration 23Q (21949.990000 sec): 3 clusters
  Score: Raw -266581.217129 + Penalty 2628.582955 = -263952.634174
  nChanged 5
		SP:Iteration 24Q (21950.120000 sec): 3 clusters
  Score: Raw -266583.485925 + Penalty 2628.582955 = -263954.902970
  nChanged 10
		SP:Iteration 25Q (21950.270000 sec): 3 clusters
  Score: Raw -266587.060046 + Penalty 2628.582955 = -263958.477091
  nChanged 8
		SP:Iteration 26Q (21950.420000 sec): 3 clusters
  Score: Raw -266589.968086 + Penalty 2628.582955 = -263961.385130
  nChanged 8
		SP:Iteration 27Q (21950.560000 sec): 3 clusters
  Score: Raw -266592.046563 + Penalty 2628.582955 = -263963.463608
  nChanged 7
		SP:Iteration 28Q (21950.710000 sec): 3 clusters
  Score: Raw -266593.810900 + Penalty 2628.582955 = -263965.227945
  nChanged 3
		SP:Iteration 29Q (21950.840000 sec): 3 clusters
  Score: Raw -266594.286629 + Penalty 2628.582955 = -263965.703674
  nChanged 5
		SP:Iteration 30Q (21950.980000 sec): 3 clusters
  Score: Raw -266595.709676 + Penalty 2628.582955 = -263967.126721
  nChanged 4
		SP:Iteration 31Q (21951.120000 sec): 3 clusters
  Score: Raw -266596.512864 + Penalty 2628.582955 = -263967.929908
  nChanged 1
		SP:Iteration 32Q (21951.270000 sec): 3 clusters
  Score: Raw -266596.993789 + Penalty 2628.582955 = -263968.410834
  nChanged 3
		SP:Iteration 33Q (21951.410000 sec): 3 clusters
  Score: Raw -266598.225950 + Penalty 2628.582955 = -263969.642994
  nChanged 2
		SP:Iteration 34Q (21951.560000 sec): 3 clusters
  Score: Raw -266598.343383 + Penalty 2628.582955 = -263969.760428
  nChanged 0
		SP:Iteration 35F (21951.700000 sec): 3 clusters
  Score: Raw -266598.343383 + Penalty 2628.582955 = -263969.760428
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 52 (1686 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (21951.800000 sec): 2 clusters
  Score: Raw -142547.106777 + Penalty 1207.393548 = -141339.713229
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (21951.940000 sec): 3 clusters
  Score: Raw -141879.401334 + Penalty 2414.787095 = -139464.614238
  nChanged 545
		SP:Iteration 1F (21952.040000 sec): 3 clusters
  Score: Raw -142255.034635 + Penalty 2414.787095 = -139840.247540
  nChanged 139
		SP:Iteration 2F (21952.140000 sec): 3 clusters
  Score: Raw -142388.496026 + Penalty 2414.787095 = -139973.708931
  nChanged 87
		SP:Iteration 3F (21952.230000 sec): 3 clusters
  Score: Raw -142470.409808 + Penalty 2414.787095 = -140055.622713
  nChanged 68
		SP:Iteration 4Q (21952.380000 sec): 3 clusters
  Score: Raw -142544.827727 + Penalty 2414.787095 = -140130.040632
  nChanged 63
		SP:Iteration 5Q (21952.470000 sec): 3 clusters
  Score: Raw -142602.836201 + Penalty 2414.787095 = -140188.049106
  nChanged 48
		SP:Iteration 6Q (21952.620000 sec): 3 clusters
  Score: Raw -142644.908934 + Penalty 2414.787095 = -140230.121839
  nChanged 36
		SP:Iteration 7Q (21952.760000 sec): 3 clusters
  Score: Raw -142681.253436 + Penalty 2414.787095 = -140266.466341
  nChanged 38
		SP:Iteration 8Q (21952.900000 sec): 3 clusters
  Score: Raw -142710.792840 + Penalty 2414.787095 = -140296.005745
  nChanged 29
		SP:Iteration 9Q (21953.000000 sec): 3 clusters
  Score: Raw -142731.830127 + Penalty 2414.787095 = -140317.043032
  nChanged 26
		SP:Iteration 10Q (21953.100000 sec): 3 clusters
  Score: Raw -142750.103395 + Penalty 2414.787095 = -140335.316300
  nChanged 26
		SP:Iteration 11Q (21953.240000 sec): 3 clusters
  Score: Raw -142773.518627 + Penalty 2414.787095 = -140358.731532
  nChanged 24
		SP:Iteration 12Q (21953.340000 sec): 3 clusters
  Score: Raw -142790.729934 + Penalty 2414.787095 = -140375.942839
  nChanged 15
		SP:Iteration 13Q (21953.480000 sec): 3 clusters
  Score: Raw -142801.422064 + Penalty 2414.787095 = -140386.634969
  nChanged 13
		SP:Iteration 14Q (21953.620000 sec): 3 clusters
  Score: Raw -142811.871096 + Penalty 2414.787095 = -140397.084001
  nChanged 12
		SP:Iteration 15Q (21953.760000 sec): 3 clusters
  Score: Raw -142818.510920 + Penalty 2414.787095 = -140403.723825
  nChanged 14
		SP:Iteration 16Q (21953.910000 sec): 3 clusters
  Score: Raw -142826.017225 + Penalty 2414.787095 = -140411.230130
  nChanged 6
		SP:Iteration 17Q (21954.060000 sec): 3 clusters
  Score: Raw -142828.842869 + Penalty 2414.787095 = -140414.055774
  nChanged 8
		SP:Iteration 18Q (21954.200000 sec): 3 clusters
  Score: Raw -142833.362712 + Penalty 2414.787095 = -140418.575617
  nChanged 4
		SP:Iteration 19Q (21954.350000 sec): 3 clusters
  Score: Raw -142835.309748 + Penalty 2414.787095 = -140420.522653
  nChanged 7
		SP:Iteration 20F (21954.490000 sec): 3 clusters
  Score: Raw -142843.009073 + Penalty 2414.787095 = -140428.221978
  nChanged 5
		SP:Iteration 21Q (21954.640000 sec): 3 clusters
  Score: Raw -142848.154067 + Penalty 2414.787095 = -140433.366972
  nChanged 9
		SP:Iteration 22Q (21954.780000 sec): 3 clusters
  Score: Raw -142861.456524 + Penalty 2414.787095 = -140446.669429
  nChanged 12
		SP:Iteration 23Q (21954.880000 sec): 3 clusters
  Score: Raw -142872.891349 + Penalty 2414.787095 = -140458.104254
  nChanged 13
		SP:Iteration 24Q (21954.970000 sec): 3 clusters
  Score: Raw -142882.488598 + Penalty 2414.787095 = -140467.701503
  nChanged 11
		SP:Iteration 25Q (21955.070000 sec): 3 clusters
  Score: Raw -142891.254351 + Penalty 2414.787095 = -140476.467256
  nChanged 9
		SP:Iteration 26Q (21955.160000 sec): 3 clusters
  Score: Raw -142894.124643 + Penalty 2414.787095 = -140479.337548
  nChanged 3
		SP:Iteration 27Q (21955.260000 sec): 3 clusters
  Score: Raw -142895.524420 + Penalty 2414.787095 = -140480.737325
  nChanged 2
		SP:Iteration 28Q (21955.360000 sec): 3 clusters
  Score: Raw -142896.483118 + Penalty 2414.787095 = -140481.696023
  nChanged 0
		SP:Iteration 29F (21955.450000 sec): 3 clusters
  Score: Raw -142896.483118 + Penalty 2414.787095 = -140481.696023
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 53 (6093 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (21955.570000 sec): 2 clusters
  Score: Raw -525801.353779 + Penalty 1416.170576 = -524385.183203
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (21955.720000 sec): 3 clusters
  Score: Raw -522540.860424 + Penalty 2832.341151 = -519708.519273
  nChanged 2560
		SP:Iteration 1F (21955.880000 sec): 3 clusters
  Score: Raw -523979.457863 + Penalty 2832.341151 = -521147.116712
  nChanged 412
		SP:Iteration 2F (21956.050000 sec): 3 clusters
  Score: Raw -524180.051366 + Penalty 2832.341151 = -521347.710214
  nChanged 293
		SP:Iteration 3Q (21956.220000 sec): 3 clusters
  Score: Raw -524303.150920 + Penalty 2832.341151 = -521470.809768
  nChanged 223
		SP:Iteration 4Q (21956.330000 sec): 3 clusters
  Score: Raw -524399.636435 + Penalty 2832.341151 = -521567.295283
  nChanged 212
		SP:Iteration 5Q (21956.530000 sec): 3 clusters
  Score: Raw -524488.665897 + Penalty 2832.341151 = -521656.324745
  nChanged 190
		SP:Iteration 6Q (21956.670000 sec): 3 clusters
  Score: Raw -524570.679166 + Penalty 2832.341151 = -521738.338014
  nChanged 176
		SP:Iteration 7Q (21956.860000 sec): 3 clusters
  Score: Raw -524650.065338 + Penalty 2832.341151 = -521817.724187
  nChanged 187
		SP:Iteration 8Q (21957.060000 sec): 3 clusters
  Score: Raw -524745.622705 + Penalty 2832.341151 = -521913.281554
  nChanged 224
		SP:Iteration 9Q (21957.240000 sec): 3 clusters
  Score: Raw -524871.036316 + Penalty 2832.341151 = -522038.695165
  nChanged 214
		SP:Iteration 10Q (21957.420000 sec): 3 clusters
  Score: Raw -524992.004199 + Penalty 2832.341151 = -522159.663048
  nChanged 227
		SP:Iteration 11Q (21957.580000 sec): 3 clusters
  Score: Raw -525119.606401 + Penalty 2832.341151 = -522287.265250
  nChanged 224
		SP:Iteration 12Q (21957.720000 sec): 3 clusters
  Score: Raw -525244.321872 + Penalty 2832.341151 = -522411.980720
  nChanged 206
		SP:Iteration 13Q (21957.910000 sec): 3 clusters
  Score: Raw -525372.586685 + Penalty 2832.341151 = -522540.245533
  nChanged 204
		SP:Iteration 14Q (21958.090000 sec): 3 clusters
  Score: Raw -525498.265921 + Penalty 2832.341151 = -522665.924770
  nChanged 160
		SP:Iteration 15Q (21958.210000 sec): 3 clusters
  Score: Raw -525604.963637 + Penalty 2832.341151 = -522772.622486
  nChanged 127
		SP:Iteration 16Q (21958.410000 sec): 3 clusters
  Score: Raw -525683.283525 + Penalty 2832.341151 = -522850.942374
  nChanged 110
		SP:Iteration 17Q (21958.530000 sec): 3 clusters
  Score: Raw -525748.897253 + Penalty 2832.341151 = -522916.556101
  nChanged 87
		SP:Iteration 18Q (21958.690000 sec): 3 clusters
  Score: Raw -525797.378016 + Penalty 2832.341151 = -522965.036865
  nChanged 70
		SP:Iteration 19Q (21958.880000 sec): 3 clusters
  Score: Raw -525837.170205 + Penalty 2832.341151 = -523004.829054
  nChanged 56
		SP:Iteration 20F (21959.000000 sec): 3 clusters
  Score: Raw -525868.763659 + Penalty 2832.341151 = -523036.422508
  nChanged 53
		SP:Iteration 21Q (21959.200000 sec): 3 clusters
  Score: Raw -525898.914225 + Penalty 2832.341151 = -523066.573074
  nChanged 51
		SP:Iteration 22Q (21959.350000 sec): 3 clusters
  Score: Raw -525924.486616 + Penalty 2832.341151 = -523092.145464
  nChanged 37
		SP:Iteration 23Q (21959.550000 sec): 3 clusters
  Score: Raw -525944.755170 + Penalty 2832.341151 = -523112.414018
  nChanged 32
		SP:Iteration 24Q (21959.660000 sec): 3 clusters
  Score: Raw -525965.307075 + Penalty 2832.341151 = -523132.965923
  nChanged 38
		SP:Iteration 25Q (21959.820000 sec): 3 clusters
  Score: Raw -525981.107833 + Penalty 2832.341151 = -523148.766682
  nChanged 22
		SP:Iteration 26Q (21960.010000 sec): 3 clusters
  Score: Raw -525990.087602 + Penalty 2832.341151 = -523157.746450
  nChanged 21
		SP:Iteration 27Q (21960.180000 sec): 3 clusters
  Score: Raw -526002.096120 + Penalty 2832.341151 = -523169.754969
  nChanged 24
		SP:Iteration 28Q (21960.410000 sec): 3 clusters
  Score: Raw -526015.780111 + Penalty 2832.341151 = -523183.438960
  nChanged 22
		SP:Iteration 29Q (21960.610000 sec): 3 clusters
  Score: Raw -526031.040372 + Penalty 2832.341151 = -523198.699221
  nChanged 25
		SP:Iteration 30Q (21960.810000 sec): 3 clusters
  Score: Raw -526051.294507 + Penalty 2832.341151 = -523218.953356
  nChanged 19
		SP:Iteration 31Q (21960.950000 sec): 3 clusters
  Score: Raw -526067.552111 + Penalty 2832.341151 = -523235.210960
  nChanged 24
		SP:Iteration 32Q (21961.090000 sec): 3 clusters
  Score: Raw -526090.147549 + Penalty 2832.341151 = -523257.806398
  nChanged 26
		SP:Iteration 33Q (21961.220000 sec): 3 clusters
  Score: Raw -526109.204896 + Penalty 2832.341151 = -523276.863744
  nChanged 29
		SP:Iteration 34Q (21961.350000 sec): 3 clusters
  Score: Raw -526125.709458 + Penalty 2832.341151 = -523293.368306
  nChanged 13
		SP:Iteration 35Q (21961.550000 sec): 3 clusters
  Score: Raw -526132.203353 + Penalty 2832.341151 = -523299.862202
  nChanged 10
		SP:Iteration 36Q (21961.760000 sec): 3 clusters
  Score: Raw -526136.417454 + Penalty 2832.341151 = -523304.076303
  nChanged 10
		SP:Iteration 37Q (21961.840000 sec): 3 clusters
  Score: Raw -526144.484375 + Penalty 2832.341151 = -523312.143224
  nChanged 11
		SP:Iteration 38Q (21961.940000 sec): 3 clusters
  Score: Raw -526151.601444 + Penalty 2832.341151 = -523319.260293
  nChanged 16
		SP:Iteration 39Q (21962.040000 sec): 3 clusters
  Score: Raw -526162.757447 + Penalty 2832.341151 = -523330.416296
  nChanged 18
		SP:Iteration 40F (21962.240000 sec): 3 clusters
  Score: Raw -526174.544427 + Penalty 2832.341151 = -523342.203276
  nChanged 15
		SP:Iteration 41Q (21962.370000 sec): 3 clusters
  Score: Raw -526183.421596 + Penalty 2832.341151 = -523351.080444
  nChanged 14
		SP:Iteration 42Q (21962.510000 sec): 3 clusters
  Score: Raw -526188.451935 + Penalty 2832.341151 = -523356.110784
  nChanged 7
		SP:Iteration 43Q (21962.650000 sec): 3 clusters
  Score: Raw -526190.936634 + Penalty 2832.341151 = -523358.595482
  nChanged 2
		SP:Iteration 44Q (21962.870000 sec): 3 clusters
  Score: Raw -526191.502905 + Penalty 2832.341151 = -523359.161754
  nChanged 1
		SP:Iteration 45Q (21962.970000 sec): 3 clusters
  Score: Raw -526191.619979 + Penalty 2832.341151 = -523359.278827
  nChanged 1
		SP:Iteration 46Q (21963.110000 sec): 3 clusters
  Score: Raw -526192.152729 + Penalty 2832.341151 = -523359.811578
  nChanged 1
		SP:Iteration 47Q (21963.330000 sec): 3 clusters
  Score: Raw -526193.160395 + Penalty 2832.341151 = -523360.819244
  nChanged 3
		SP:Iteration 48Q (21963.470000 sec): 3 clusters
  Score: Raw -526194.640131 + Penalty 2832.341151 = -523362.298979
  nChanged 3
		SP:Iteration 49Q (21963.670000 sec): 3 clusters
  Score: Raw -526196.557847 + Penalty 2832.341151 = -523364.216695
  nChanged 4
		SP:Iteration 50Q (21963.870000 sec): 3 clusters
  Score: Raw -526198.197506 + Penalty 2832.341151 = -523365.856355
  nChanged 4
		SP:Iteration 51Q (21964.080000 sec): 3 clusters
  Score: Raw -526199.642309 + Penalty 2832.341151 = -523367.301157
  nChanged 1
		SP:Iteration 52Q (21964.230000 sec): 3 clusters
  Score: Raw -526200.221982 + Penalty 2832.341151 = -523367.880831
  nChanged 3
		SP:Iteration 53Q (21964.470000 sec): 3 clusters
  Score: Raw -526201.879465 + Penalty 2832.341151 = -523369.538313
  nChanged 3
		SP:Iteration 54Q (21964.620000 sec): 3 clusters
  Score: Raw -526203.109553 + Penalty 2832.341151 = -523370.768402
  nChanged 5
		SP:Iteration 55Q (21964.860000 sec): 3 clusters
  Score: Raw -526204.936205 + Penalty 2832.341151 = -523372.595053
  nChanged 3
		SP:Iteration 56Q (21965.050000 sec): 3 clusters
  Score: Raw -526206.615102 + Penalty 2832.341151 = -523374.273951
  nChanged 1
		SP:Iteration 57Q (21965.240000 sec): 3 clusters
  Score: Raw -526207.425263 + Penalty 2832.341151 = -523375.084112
  nChanged 2
		SP:Iteration 58Q (21965.390000 sec): 3 clusters
  Score: Raw -526208.774760 + Penalty 2832.341151 = -523376.433608
  nChanged 3
		SP:Iteration 59Q (21965.620000 sec): 3 clusters
  Score: Raw -526209.914799 + Penalty 2832.341151 = -523377.573648
  nChanged 2
		SP:Iteration 60F (21965.770000 sec): 3 clusters
  Score: Raw -526210.829220 + Penalty 2832.341151 = -523378.488069
  nChanged 2
		SP:Iteration 61Q (21966.010000 sec): 3 clusters
  Score: Raw -526211.833687 + Penalty 2832.341151 = -523379.492536
  nChanged 4
		SP:Iteration 62Q (21966.180000 sec): 3 clusters
  Score: Raw -526213.900235 + Penalty 2832.341151 = -523381.559084
  nChanged 4
		SP:Iteration 63Q (21966.410000 sec): 3 clusters
  Score: Raw -526214.655618 + Penalty 2832.341151 = -523382.314467
  nChanged 1
		SP:Iteration 64Q (21966.600000 sec): 3 clusters
  Score: Raw -526215.230072 + Penalty 2832.341151 = -523382.888921
  nChanged 1
		SP:Iteration 65Q (21966.750000 sec): 3 clusters
  Score: Raw -526215.634081 + Penalty 2832.341151 = -523383.292930
  nChanged 1
		SP:Iteration 66Q (21967.020000 sec): 3 clusters
  Score: Raw -526216.329035 + Penalty 2832.341151 = -523383.987884
  nChanged 1
		SP:Iteration 67Q (21967.230000 sec): 3 clusters
  Score: Raw -526216.741518 + Penalty 2832.341151 = -523384.400367
  nChanged 0
		SP:Iteration 68F (21967.460000 sec): 3 clusters
  Score: Raw -526216.741518 + Penalty 2832.341151 = -523384.400367
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 54 (1566 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (21967.560000 sec): 2 clusters
  Score: Raw -114037.278069 + Penalty 1195.395480 = -112841.882589
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (21967.710000 sec): 3 clusters
  Score: Raw -113460.219558 + Penalty 2390.790960 = -111069.428598
  nChanged 530
		SP:Iteration 1F (21967.810000 sec): 3 clusters
  Score: Raw -113884.030827 + Penalty 2390.790960 = -111493.239867
  nChanged 129
		SP:Iteration 2F (21967.960000 sec): 3 clusters
  Score: Raw -114037.787868 + Penalty 2390.790960 = -111646.996908
  nChanged 86
		SP:Iteration 3F (21968.050000 sec): 3 clusters
  Score: Raw -114124.167820 + Penalty 2390.790960 = -111733.376860
  nChanged 58
		SP:Iteration 4Q (21968.190000 sec): 3 clusters
  Score: Raw -114184.248121 + Penalty 2390.790960 = -111793.457161
  nChanged 57
		SP:Iteration 5Q (21968.340000 sec): 3 clusters
  Score: Raw -114240.546610 + Penalty 2390.790960 = -111849.755651
  nChanged 48
		SP:Iteration 6Q (21968.480000 sec): 3 clusters
  Score: Raw -114286.201253 + Penalty 2390.790960 = -111895.410293
  nChanged 40
		SP:Iteration 7Q (21968.630000 sec): 3 clusters
  Score: Raw -114323.787193 + Penalty 2390.790960 = -111932.996233
  nChanged 31
		SP:Iteration 8Q (21968.770000 sec): 3 clusters
  Score: Raw -114355.659295 + Penalty 2390.790960 = -111964.868335
  nChanged 23
		SP:Iteration 9Q (21968.870000 sec): 3 clusters
  Score: Raw -114373.145648 + Penalty 2390.790960 = -111982.354688
  nChanged 20
		SP:Iteration 10Q (21969.010000 sec): 3 clusters
  Score: Raw -114388.590733 + Penalty 2390.790960 = -111997.799773
  nChanged 19
		SP:Iteration 11Q (21969.100000 sec): 3 clusters
  Score: Raw -114407.020582 + Penalty 2390.790960 = -112016.229622
  nChanged 23
		SP:Iteration 12Q (21969.200000 sec): 3 clusters
  Score: Raw -114433.129826 + Penalty 2390.790960 = -112042.338866
  nChanged 11
		SP:Iteration 13Q (21969.350000 sec): 3 clusters
  Score: Raw -114441.426405 + Penalty 2390.790960 = -112050.635445
  nChanged 13
		SP:Iteration 14Q (21969.440000 sec): 3 clusters
  Score: Raw -114451.041413 + Penalty 2390.790960 = -112060.250454
  nChanged 12
		SP:Iteration 15Q (21969.590000 sec): 3 clusters
  Score: Raw -114459.523948 + Penalty 2390.790960 = -112068.732988
  nChanged 11
		SP:Iteration 16Q (21969.680000 sec): 3 clusters
  Score: Raw -114467.660584 + Penalty 2390.790960 = -112076.869624
  nChanged 5
		SP:Iteration 17Q (21969.780000 sec): 3 clusters
  Score: Raw -114470.349334 + Penalty 2390.790960 = -112079.558374
  nChanged 5
		SP:Iteration 18Q (21969.920000 sec): 3 clusters
  Score: Raw -114473.660021 + Penalty 2390.790960 = -112082.869061
  nChanged 6
		SP:Iteration 19Q (21970.020000 sec): 3 clusters
  Score: Raw -114476.523469 + Penalty 2390.790960 = -112085.732509
  nChanged 3
		SP:Iteration 20F (21970.120000 sec): 3 clusters
  Score: Raw -114477.935384 + Penalty 2390.790960 = -112087.144424
  nChanged 2
		SP:Iteration 21Q (21970.210000 sec): 3 clusters
  Score: Raw -114479.650764 + Penalty 2390.790960 = -112088.859804
  nChanged 2
		SP:Iteration 22Q (21970.310000 sec): 3 clusters
  Score: Raw -114480.978551 + Penalty 2390.790960 = -112090.187591
  nChanged 1
		SP:Iteration 23Q (21970.400000 sec): 3 clusters
  Score: Raw -114481.276137 + Penalty 2390.790960 = -112090.485178
  nChanged 1
		SP:Iteration 24Q (21970.500000 sec): 3 clusters
  Score: Raw -114481.848830 + Penalty 2390.790960 = -112091.057870
  nChanged 0
		SP:Iteration 25F (21970.600000 sec): 3 clusters
  Score: Raw -114481.848830 + Penalty 2390.790960 = -112091.057870
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 55 (1828 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (21970.750000 sec): 2 clusters
  Score: Raw -157883.883645 + Penalty 1220.533885 = -156663.349760
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (21970.910000 sec): 3 clusters
  Score: Raw -157095.971774 + Penalty 2441.067769 = -154654.904005
  nChanged 616
		SP:Iteration 1F (21971.070000 sec): 3 clusters
  Score: Raw -157463.808020 + Penalty 2441.067769 = -155022.740251
  nChanged 150
		SP:Iteration 2F (21971.200000 sec): 3 clusters
  Score: Raw -157587.471874 + Penalty 2441.067769 = -155146.404104
  nChanged 113
		SP:Iteration 3F (21971.380000 sec): 3 clusters
  Score: Raw -157688.761473 + Penalty 2441.067769 = -155247.693703
  nChanged 91
		SP:Iteration 4Q (21971.590000 sec): 3 clusters
  Score: Raw -157775.155393 + Penalty 2441.067769 = -155334.087623
  nChanged 65
		SP:Iteration 5Q (21971.740000 sec): 3 clusters
  Score: Raw -157828.713940 + Penalty 2441.067769 = -155387.646170
  nChanged 46
		SP:Iteration 6Q (21971.910000 sec): 3 clusters
  Score: Raw -157864.658973 + Penalty 2441.067769 = -155423.591203
  nChanged 43
		SP:Iteration 7Q (21972.110000 sec): 3 clusters
  Score: Raw -157899.269594 + Penalty 2441.067769 = -155458.201825
  nChanged 30
		SP:Iteration 8Q (21972.250000 sec): 3 clusters
  Score: Raw -157925.579986 + Penalty 2441.067769 = -155484.512216
  nChanged 41
		SP:Iteration 9Q (21972.400000 sec): 3 clusters
  Score: Raw -157957.098931 + Penalty 2441.067769 = -155516.031162
  nChanged 35
		SP:Iteration 10Q (21972.530000 sec): 3 clusters
  Score: Raw -157984.322013 + Penalty 2441.067769 = -155543.254243
  nChanged 36
		SP:Iteration 11Q (21972.680000 sec): 3 clusters
  Score: Raw -158014.885507 + Penalty 2441.067769 = -155573.817738
  nChanged 23
		SP:Iteration 12Q (21972.820000 sec): 3 clusters
  Score: Raw -158035.587418 + Penalty 2441.067769 = -155594.519648
  nChanged 21
		SP:Iteration 13Q (21972.970000 sec): 3 clusters
  Score: Raw -158049.567337 + Penalty 2441.067769 = -155608.499568
  nChanged 23
		SP:Iteration 14Q (21973.130000 sec): 3 clusters
  Score: Raw -158065.794506 + Penalty 2441.067769 = -155624.726737
  nChanged 20
		SP:Iteration 15Q (21973.270000 sec): 3 clusters
  Score: Raw -158076.844336 + Penalty 2441.067769 = -155635.776567
  nChanged 13
		SP:Iteration 16Q (21973.420000 sec): 3 clusters
  Score: Raw -158084.325594 + Penalty 2441.067769 = -155643.257825
  nChanged 8
		SP:Iteration 17Q (21973.560000 sec): 3 clusters
  Score: Raw -158087.869350 + Penalty 2441.067769 = -155646.801581
  nChanged 3
		SP:Iteration 18Q (21973.660000 sec): 3 clusters
  Score: Raw -158088.574307 + Penalty 2441.067769 = -155647.506538
  nChanged 1
		SP:Iteration 19Q (21973.750000 sec): 3 clusters
  Score: Raw -158089.393887 + Penalty 2441.067769 = -155648.326118
  nChanged 0
		SP:Iteration 20F (21973.900000 sec): 3 clusters
  Score: Raw -158089.393887 + Penalty 2441.067769 = -155648.326118
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 56 (3235 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (21973.990000 sec): 2 clusters
  Score: Raw -233186.564407 + Penalty 1313.289934 = -231873.274474
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (21974.140000 sec): 3 clusters
  Score: Raw -231622.481723 + Penalty 2626.579867 = -228995.901856
  nChanged 1267
		SP:Iteration 1F (21974.300000 sec): 3 clusters
  Score: Raw -232640.730091 + Penalty 2626.579867 = -230014.150224
  nChanged 332
		SP:Iteration 2F (21974.440000 sec): 3 clusters
  Score: Raw -232985.994496 + Penalty 2626.579867 = -230359.414629
  nChanged 246
		SP:Iteration 3F (21974.590000 sec): 3 clusters
  Score: Raw -233205.020732 + Penalty 2626.579867 = -230578.440865
  nChanged 167
		SP:Iteration 4F (21974.740000 sec): 3 clusters
  Score: Raw -233342.271275 + Penalty 2626.579867 = -230715.691408
  nChanged 127
		SP:Iteration 5Q (21974.880000 sec): 3 clusters
  Score: Raw -233440.687718 + Penalty 2626.579867 = -230814.107850
  nChanged 88
		SP:Iteration 6Q (21975.010000 sec): 3 clusters
  Score: Raw -233496.933305 + Penalty 2626.579867 = -230870.353438
  nChanged 67
		SP:Iteration 7Q (21975.180000 sec): 3 clusters
  Score: Raw -233525.547468 + Penalty 2626.579867 = -230898.967600
  nChanged 39
		SP:Iteration 8Q (21975.330000 sec): 3 clusters
  Score: Raw -233540.554181 + Penalty 2626.579867 = -230913.974313
  nChanged 34
		SP:Iteration 9Q (21975.470000 sec): 3 clusters
  Score: Raw -233556.018393 + Penalty 2626.579867 = -230929.438526
  nChanged 39
		SP:Iteration 10Q (21975.570000 sec): 3 clusters
  Score: Raw -233574.115272 + Penalty 2626.579867 = -230947.535404
  nChanged 29
		SP:Iteration 11Q (21975.740000 sec): 3 clusters
  Score: Raw -233587.002390 + Penalty 2626.579867 = -230960.422522
  nChanged 29
		SP:Iteration 12Q (21975.900000 sec): 3 clusters
  Score: Raw -233599.232597 + Penalty 2626.579867 = -230972.652729
  nChanged 21
		SP:Iteration 13Q (21976.050000 sec): 3 clusters
  Score: Raw -233607.316788 + Penalty 2626.579867 = -230980.736921
  nChanged 21
		SP:Iteration 14Q (21976.190000 sec): 3 clusters
  Score: Raw -233614.117952 + Penalty 2626.579867 = -230987.538085
  nChanged 18
		SP:Iteration 15Q (21976.310000 sec): 3 clusters
  Score: Raw -233619.869078 + Penalty 2626.579867 = -230993.289211
  nChanged 12
		SP:Iteration 16Q (21976.480000 sec): 3 clusters
  Score: Raw -233622.831839 + Penalty 2626.579867 = -230996.251972
  nChanged 11
		SP:Iteration 17Q (21976.620000 sec): 3 clusters
  Score: Raw -233625.623815 + Penalty 2626.579867 = -230999.043948
  nChanged 14
		SP:Iteration 18Q (21976.750000 sec): 3 clusters
  Score: Raw -233628.060962 + Penalty 2626.579867 = -231001.481095
  nChanged 5
		SP:Iteration 19Q (21976.910000 sec): 3 clusters
  Score: Raw -233629.037454 + Penalty 2626.579867 = -231002.457587
  nChanged 4
		SP:Iteration 20F (21977.070000 sec): 3 clusters
  Score: Raw -233629.752896 + Penalty 2626.579867 = -231003.173029
  nChanged 3
		SP:Iteration 21Q (21977.290000 sec): 3 clusters
  Score: Raw -233630.449414 + Penalty 2626.579867 = -231003.869547
  nChanged 0
		SP:Iteration 22F (21977.450000 sec): 3 clusters
  Score: Raw -233630.449414 + Penalty 2626.579867 = -231003.869547
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 57 (4390 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (21977.580000 sec): 2 clusters
  Score: Raw -348182.790409 + Penalty 1362.901232 = -346819.889177
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (21977.870000 sec): 3 clusters
  Score: Raw -345937.440351 + Penalty 2725.802464 = -343211.637886
  nChanged 1782
		SP:Iteration 1F (21978.110000 sec): 3 clusters
  Score: Raw -347167.015417 + Penalty 2725.802464 = -344441.212952
  nChanged 400
		SP:Iteration 2F (21978.340000 sec): 3 clusters
  Score: Raw -347466.152288 + Penalty 2725.802464 = -344740.349823
  nChanged 279
		SP:Iteration 3F (21978.510000 sec): 3 clusters
  Score: Raw -347674.691338 + Penalty 2725.802464 = -344948.888873
  nChanged 229
		SP:Iteration 4F (21978.720000 sec): 3 clusters
  Score: Raw -347844.019566 + Penalty 2725.802464 = -345118.217102
  nChanged 206
		SP:Iteration 5Q (21978.890000 sec): 3 clusters
  Score: Raw -347981.165979 + Penalty 2725.802464 = -345255.363515
  nChanged 188
		SP:Iteration 6Q (21979.050000 sec): 3 clusters
  Score: Raw -348105.674886 + Penalty 2725.802464 = -345379.872422
  nChanged 159
		SP:Iteration 7Q (21979.220000 sec): 3 clusters
  Score: Raw -348195.642793 + Penalty 2725.802464 = -345469.840329
  nChanged 128
		SP:Iteration 8Q (21979.380000 sec): 3 clusters
  Score: Raw -348262.734748 + Penalty 2725.802464 = -345536.932284
  nChanged 103
		SP:Iteration 9Q (21979.570000 sec): 3 clusters
  Score: Raw -348310.955245 + Penalty 2725.802464 = -345585.152781
  nChanged 73
		SP:Iteration 10Q (21979.710000 sec): 3 clusters
  Score: Raw -348341.020314 + Penalty 2725.802464 = -345615.217850
  nChanged 52
		SP:Iteration 11Q (21979.880000 sec): 3 clusters
  Score: Raw -348365.762584 + Penalty 2725.802464 = -345639.960120
  nChanged 54
		SP:Iteration 12Q (21979.990000 sec): 3 clusters
  Score: Raw -348385.663975 + Penalty 2725.802464 = -345659.861510
  nChanged 44
		SP:Iteration 13Q (21980.190000 sec): 3 clusters
  Score: Raw -348405.928564 + Penalty 2725.802464 = -345680.126100
  nChanged 42
		SP:Iteration 14Q (21980.350000 sec): 3 clusters
  Score: Raw -348419.372082 + Penalty 2725.802464 = -345693.569617
  nChanged 39
		SP:Iteration 15Q (21980.490000 sec): 3 clusters
  Score: Raw -348431.013597 + Penalty 2725.802464 = -345705.211133
  nChanged 40
		SP:Iteration 16Q (21980.630000 sec): 3 clusters
  Score: Raw -348443.012336 + Penalty 2725.802464 = -345717.209871
  nChanged 35
		SP:Iteration 17Q (21980.790000 sec): 3 clusters
  Score: Raw -348455.277166 + Penalty 2725.802464 = -345729.474702
  nChanged 30
		SP:Iteration 18Q (21980.970000 sec): 3 clusters
  Score: Raw -348464.463791 + Penalty 2725.802464 = -345738.661327
  nChanged 32
		SP:Iteration 19Q (21981.110000 sec): 3 clusters
  Score: Raw -348477.896337 + Penalty 2725.802464 = -345752.093872
  nChanged 41
		SP:Iteration 20F (21981.310000 sec): 3 clusters
  Score: Raw -348494.393444 + Penalty 2725.802464 = -345768.590979
  nChanged 37
		SP:Iteration 21Q (21981.470000 sec): 3 clusters
  Score: Raw -348510.545411 + Penalty 2725.802464 = -345784.742946
  nChanged 42
		SP:Iteration 22Q (21981.610000 sec): 3 clusters
  Score: Raw -348527.743957 + Penalty 2725.802464 = -345801.941492
  nChanged 45
		SP:Iteration 23Q (21981.790000 sec): 3 clusters
  Score: Raw -348548.366561 + Penalty 2725.802464 = -345822.564097
  nChanged 48
		SP:Iteration 24Q (21982.000000 sec): 3 clusters
  Score: Raw -348564.006401 + Penalty 2725.802464 = -345838.203936
  nChanged 39
		SP:Iteration 25Q (21982.140000 sec): 3 clusters
  Score: Raw -348576.060059 + Penalty 2725.802464 = -345850.257594
  nChanged 29
		SP:Iteration 26Q (21982.320000 sec): 3 clusters
  Score: Raw -348586.442136 + Penalty 2725.802464 = -345860.639672
  nChanged 34
		SP:Iteration 27Q (21982.490000 sec): 3 clusters
  Score: Raw -348597.272298 + Penalty 2725.802464 = -345871.469833
  nChanged 25
		SP:Iteration 28Q (21982.670000 sec): 3 clusters
  Score: Raw -348604.575969 + Penalty 2725.802464 = -345878.773504
  nChanged 20
		SP:Iteration 29Q (21982.850000 sec): 3 clusters
  Score: Raw -348610.184103 + Penalty 2725.802464 = -345884.381638
  nChanged 20
		SP:Iteration 30Q (21983.020000 sec): 3 clusters
  Score: Raw -348615.450753 + Penalty 2725.802464 = -345889.648288
  nChanged 21
		SP:Iteration 31Q (21983.190000 sec): 3 clusters
  Score: Raw -348620.808186 + Penalty 2725.802464 = -345895.005721
  nChanged 16
		SP:Iteration 32Q (21983.370000 sec): 3 clusters
  Score: Raw -348623.355417 + Penalty 2725.802464 = -345897.552953
  nChanged 9
		SP:Iteration 33Q (21983.550000 sec): 3 clusters
  Score: Raw -348624.851316 + Penalty 2725.802464 = -345899.048851
  nChanged 4
		SP:Iteration 34Q (21983.720000 sec): 3 clusters
  Score: Raw -348625.998474 + Penalty 2725.802464 = -345900.196009
  nChanged 6
		SP:Iteration 35Q (21983.900000 sec): 3 clusters
  Score: Raw -348627.244318 + Penalty 2725.802464 = -345901.441854
  nChanged 5
		SP:Iteration 36Q (21984.070000 sec): 3 clusters
  Score: Raw -348628.363663 + Penalty 2725.802464 = -345902.561198
  nChanged 4
		SP:Iteration 37Q (21984.250000 sec): 3 clusters
  Score: Raw -348630.292960 + Penalty 2725.802464 = -345904.490496
  nChanged 12
		SP:Iteration 38Q (21984.430000 sec): 3 clusters
  Score: Raw -348634.273181 + Penalty 2725.802464 = -345908.470716
  nChanged 10
		SP:Iteration 39Q (21984.600000 sec): 3 clusters
  Score: Raw -348637.233325 + Penalty 2725.802464 = -345911.430860
  nChanged 4
		SP:Iteration 40F (21984.780000 sec): 3 clusters
  Score: Raw -348637.945705 + Penalty 2725.802464 = -345912.143241
  nChanged 3
		SP:Iteration 41Q (21984.950000 sec): 3 clusters
  Score: Raw -348638.417669 + Penalty 2725.802464 = -345912.615204
  nChanged 1
		SP:Iteration 42Q (21985.130000 sec): 3 clusters
  Score: Raw -348638.603580 + Penalty 2725.802464 = -345912.801115
  nChanged 0
		SP:Iteration 43F (21985.310000 sec): 3 clusters
  Score: Raw -348638.603580 + Penalty 2725.802464 = -345912.801115
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 58 (1755 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (21985.370000 sec): 2 clusters
  Score: Raw -125444.496430 + Penalty 1213.911422 = -124230.585008
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (21985.550000 sec): 3 clusters
  Score: Raw -124772.146646 + Penalty 2427.822844 = -122344.323802
  nChanged 572
		SP:Iteration 1F (21985.730000 sec): 3 clusters
  Score: Raw -125290.209249 + Penalty 2427.822844 = -122862.386405
  nChanged 174
		SP:Iteration 2F (21985.900000 sec): 3 clusters
  Score: Raw -125491.734904 + Penalty 2427.822844 = -123063.912060
  nChanged 121
		SP:Iteration 3F (21986.080000 sec): 3 clusters
  Score: Raw -125646.981765 + Penalty 2427.822844 = -123219.158921
  nChanged 101
		SP:Iteration 4F (21986.250000 sec): 3 clusters
  Score: Raw -125793.477062 + Penalty 2427.822844 = -123365.654217
  nChanged 81
		SP:Iteration 5Q (21986.430000 sec): 3 clusters
  Score: Raw -125944.621100 + Penalty 2427.822844 = -123516.798256
  nChanged 73
		SP:Iteration 6Q (21986.610000 sec): 3 clusters
  Score: Raw -126048.655331 + Penalty 2427.822844 = -123620.832487
  nChanged 50
		SP:Iteration 7Q (21986.780000 sec): 3 clusters
  Score: Raw -126100.713501 + Penalty 2427.822844 = -123672.890657
  nChanged 30
		SP:Iteration 8Q (21986.960000 sec): 3 clusters
  Score: Raw -126121.596617 + Penalty 2427.822844 = -123693.773773
  nChanged 19
		SP:Iteration 9Q (21987.130000 sec): 3 clusters
  Score: Raw -126133.980046 + Penalty 2427.822844 = -123706.157202
  nChanged 14
		SP:Iteration 10Q (21987.310000 sec): 3 clusters
  Score: Raw -126144.575292 + Penalty 2427.822844 = -123716.752448
  nChanged 11
		SP:Iteration 11Q (21987.490000 sec): 3 clusters
  Score: Raw -126151.961876 + Penalty 2427.822844 = -123724.139032
  nChanged 6
		SP:Iteration 12Q (21987.670000 sec): 3 clusters
  Score: Raw -126155.153245 + Penalty 2427.822844 = -123727.330401
  nChanged 3
		SP:Iteration 13Q (21987.830000 sec): 3 clusters
  Score: Raw -126156.450730 + Penalty 2427.822844 = -123728.627886
  nChanged 4
		SP:Iteration 14Q (21988.000000 sec): 3 clusters
  Score: Raw -126158.835305 + Penalty 2427.822844 = -123731.012461
  nChanged 4
		SP:Iteration 15Q (21988.180000 sec): 3 clusters
  Score: Raw -126161.347853 + Penalty 2427.822844 = -123733.525009
  nChanged 4
		SP:Iteration 16Q (21988.350000 sec): 3 clusters
  Score: Raw -126163.588612 + Penalty 2427.822844 = -123735.765768
  nChanged 1
		SP:Iteration 17Q (21988.530000 sec): 3 clusters
  Score: Raw -126164.385478 + Penalty 2427.822844 = -123736.562634
  nChanged 1
		SP:Iteration 18Q (21988.710000 sec): 3 clusters
  Score: Raw -126164.782810 + Penalty 2427.822844 = -123736.959966
  nChanged 0
		SP:Iteration 19F (21988.880000 sec): 3 clusters
  Score: Raw -126164.782810 + Penalty 2427.822844 = -123736.959966
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 59 (8525 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (21989.020000 sec): 2 clusters
  Score: Raw -702010.146669 + Penalty 1470.748224 = -700539.398445
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (21989.230000 sec): 3 clusters
  Score: Raw -697325.159157 + Penalty 2941.496448 = -694383.662709
  nChanged 3543
		SP:Iteration 1F (21989.480000 sec): 3 clusters
  Score: Raw -699718.228801 + Penalty 2941.496448 = -696776.732353
  nChanged 714
		SP:Iteration 2F (21989.740000 sec): 3 clusters
  Score: Raw -700275.296963 + Penalty 2941.496448 = -697333.800515
  nChanged 612
		SP:Iteration 3F (21989.960000 sec): 3 clusters
  Score: Raw -700726.901850 + Penalty 2941.496448 = -697785.405402
  nChanged 513
		SP:Iteration 4F (21990.190000 sec): 3 clusters
  Score: Raw -701072.288739 + Penalty 2941.496448 = -698130.792291
  nChanged 417
		SP:Iteration 5Q (21990.380000 sec): 3 clusters
  Score: Raw -701299.781573 + Penalty 2941.496448 = -698358.285125
  nChanged 329
		SP:Iteration 6Q (21990.620000 sec): 3 clusters
  Score: Raw -701474.983803 + Penalty 2941.496448 = -698533.487354
  nChanged 272
		SP:Iteration 7Q (21990.810000 sec): 3 clusters
  Score: Raw -701606.302704 + Penalty 2941.496448 = -698664.806256
  nChanged 244
		SP:Iteration 8Q (21991.030000 sec): 3 clusters
  Score: Raw -701706.660080 + Penalty 2941.496448 = -698765.163632
  nChanged 185
		SP:Iteration 9Q (21991.160000 sec): 3 clusters
  Score: Raw -701772.997184 + Penalty 2941.496448 = -698831.500736
  nChanged 147
		SP:Iteration 10Q (21991.350000 sec): 3 clusters
  Score: Raw -701823.190331 + Penalty 2941.496448 = -698881.693883
  nChanged 122
		SP:Iteration 11Q (21991.480000 sec): 3 clusters
  Score: Raw -701854.471672 + Penalty 2941.496448 = -698912.975224
  nChanged 87
		SP:Iteration 12Q (21991.700000 sec): 3 clusters
  Score: Raw -701878.091276 + Penalty 2941.496448 = -698936.594828
  nChanged 76
		SP:Iteration 13Q (21991.830000 sec): 3 clusters
  Score: Raw -701897.118068 + Penalty 2941.496448 = -698955.621620
  nChanged 70
		SP:Iteration 14Q (21992.010000 sec): 3 clusters
  Score: Raw -701913.732332 + Penalty 2941.496448 = -698972.235884
  nChanged 59
		SP:Iteration 15Q (21992.180000 sec): 3 clusters
  Score: Raw -701928.354510 + Penalty 2941.496448 = -698986.858062
  nChanged 54
		SP:Iteration 16Q (21992.390000 sec): 3 clusters
  Score: Raw -701942.608958 + Penalty 2941.496448 = -699001.112510
  nChanged 48
		SP:Iteration 17Q (21992.600000 sec): 3 clusters
  Score: Raw -701952.383335 + Penalty 2941.496448 = -699010.886887
  nChanged 51
		SP:Iteration 18Q (21992.720000 sec): 3 clusters
  Score: Raw -701965.422537 + Penalty 2941.496448 = -699023.926088
  nChanged 55
		SP:Iteration 19Q (21992.920000 sec): 3 clusters
  Score: Raw -701984.970512 + Penalty 2941.496448 = -699043.474064
  nChanged 62
		SP:Iteration 20F (21993.100000 sec): 3 clusters
  Score: Raw -702010.552620 + Penalty 2941.496448 = -699069.056172
  nChanged 65
		SP:Iteration 21Q (21993.260000 sec): 3 clusters
  Score: Raw -702029.890887 + Penalty 2941.496448 = -699088.394439
  nChanged 56
		SP:Iteration 22Q (21993.470000 sec): 3 clusters
  Score: Raw -702042.858902 + Penalty 2941.496448 = -699101.362454
  nChanged 40
		SP:Iteration 23Q (21993.610000 sec): 3 clusters
  Score: Raw -702054.192812 + Penalty 2941.496448 = -699112.696363
  nChanged 53
		SP:Iteration 24Q (21993.820000 sec): 3 clusters
  Score: Raw -702069.863801 + Penalty 2941.496448 = -699128.367353
  nChanged 51
		SP:Iteration 25Q (21993.950000 sec): 3 clusters
  Score: Raw -702082.055131 + Penalty 2941.496448 = -699140.558683
  nChanged 44
		SP:Iteration 26Q (21994.160000 sec): 3 clusters
  Score: Raw -702090.824414 + Penalty 2941.496448 = -699149.327966
  nChanged 43
		SP:Iteration 27Q (21994.290000 sec): 3 clusters
  Score: Raw -702102.185109 + Penalty 2941.496448 = -699160.688661
  nChanged 51
		SP:Iteration 28Q (21994.520000 sec): 3 clusters
  Score: Raw -702115.467493 + Penalty 2941.496448 = -699173.971045
  nChanged 51
		SP:Iteration 29Q (21994.660000 sec): 3 clusters
  Score: Raw -702131.268970 + Penalty 2941.496448 = -699189.772522
  nChanged 60
		SP:Iteration 30Q (21994.880000 sec): 3 clusters
  Score: Raw -702151.990093 + Penalty 2941.496448 = -699210.493645
  nChanged 73
		SP:Iteration 31Q (21995.090000 sec): 3 clusters
  Score: Raw -702177.948114 + Penalty 2941.496448 = -699236.451666
  nChanged 67
		SP:Iteration 32Q (21995.300000 sec): 3 clusters
  Score: Raw -702204.551735 + Penalty 2941.496448 = -699263.055287
  nChanged 73
		SP:Iteration 33Q (21995.510000 sec): 3 clusters
  Score: Raw -702229.460363 + Penalty 2941.496448 = -699287.963915
  nChanged 67
		SP:Iteration 34Q (21995.690000 sec): 3 clusters
  Score: Raw -702248.108357 + Penalty 2941.496448 = -699306.611908
  nChanged 76
		SP:Iteration 35Q (21995.910000 sec): 3 clusters
  Score: Raw -702272.159932 + Penalty 2941.496448 = -699330.663483
  nChanged 73
		SP:Iteration 36Q (21996.130000 sec): 3 clusters
  Score: Raw -702293.823063 + Penalty 2941.496448 = -699352.326614
  nChanged 64
		SP:Iteration 37Q (21996.430000 sec): 3 clusters
  Score: Raw -702313.006530 + Penalty 2941.496448 = -699371.510082
  nChanged 53
		SP:Iteration 38Q (21996.640000 sec): 3 clusters
  Score: Raw -702327.025975 + Penalty 2941.496448 = -699385.529526
  nChanged 51
		SP:Iteration 39Q (21996.890000 sec): 3 clusters
  Score: Raw -702341.125681 + Penalty 2941.496448 = -699399.629233
  nChanged 34
		SP:Iteration 40F (21997.090000 sec): 3 clusters
  Score: Raw -702350.767797 + Penalty 2941.496448 = -699409.271349
  nChanged 41
		SP:Iteration 41Q (21997.370000 sec): 3 clusters
  Score: Raw -702361.425987 + Penalty 2941.496448 = -699419.929539
  nChanged 41
		SP:Iteration 42Q (21997.640000 sec): 3 clusters
  Score: Raw -702371.634344 + Penalty 2941.496448 = -699430.137895
  nChanged 39
		SP:Iteration 43Q (21997.930000 sec): 3 clusters
  Score: Raw -702382.421485 + Penalty 2941.496448 = -699440.925036
  nChanged 36
		SP:Iteration 44Q (21998.190000 sec): 3 clusters
  Score: Raw -702391.941304 + Penalty 2941.496448 = -699450.444856
  nChanged 50
		SP:Iteration 45Q (21998.410000 sec): 3 clusters
  Score: Raw -702404.158003 + Penalty 2941.496448 = -699462.661555
  nChanged 34
		SP:Iteration 46Q (21998.650000 sec): 3 clusters
  Score: Raw -702413.346617 + Penalty 2941.496448 = -699471.850169
  nChanged 35
		SP:Iteration 47Q (21998.840000 sec): 3 clusters
  Score: Raw -702424.752359 + Penalty 2941.496448 = -699483.255910
  nChanged 42
		SP:Iteration 48Q (21999.050000 sec): 3 clusters
  Score: Raw -702440.380279 + Penalty 2941.496448 = -699498.883831
  nChanged 48
		SP:Iteration 49Q (21999.200000 sec): 3 clusters
  Score: Raw -702451.701456 + Penalty 2941.496448 = -699510.205007
  nChanged 37
		SP:Iteration 50Q (21999.410000 sec): 3 clusters
  Score: Raw -702462.649256 + Penalty 2941.496448 = -699521.152808
  nChanged 50
		SP:Iteration 51Q (21999.650000 sec): 3 clusters
  Score: Raw -702478.059805 + Penalty 2941.496448 = -699536.563357
  nChanged 53
		SP:Iteration 52Q (21999.850000 sec): 3 clusters
  Score: Raw -702494.404615 + Penalty 2941.496448 = -699552.908167
  nChanged 55
		SP:Iteration 53Q (22000.120000 sec): 3 clusters
  Score: Raw -702518.766630 + Penalty 2941.496448 = -699577.270181
  nChanged 62
		SP:Iteration 54Q (22000.350000 sec): 3 clusters
  Score: Raw -702551.053227 + Penalty 2941.496448 = -699609.556778
  nChanged 57
		SP:Iteration 55Q (22000.570000 sec): 3 clusters
  Score: Raw -702579.344361 + Penalty 2941.496448 = -699637.847913
  nChanged 51
		SP:Iteration 56Q (22000.790000 sec): 3 clusters
  Score: Raw -702599.615260 + Penalty 2941.496448 = -699658.118812
  nChanged 62
		SP:Iteration 57Q (22000.970000 sec): 3 clusters
  Score: Raw -702626.875655 + Penalty 2941.496448 = -699685.379207
  nChanged 60
		SP:Iteration 58Q (22001.190000 sec): 3 clusters
  Score: Raw -702654.823850 + Penalty 2941.496448 = -699713.327402
  nChanged 65
		SP:Iteration 59Q (22001.500000 sec): 3 clusters
  Score: Raw -702686.697783 + Penalty 2941.496448 = -699745.201335
  nChanged 76
		SP:Iteration 60F (22001.780000 sec): 3 clusters
  Score: Raw -702723.072952 + Penalty 2941.496448 = -699781.576504
  nChanged 71
		SP:Iteration 61Q (22001.970000 sec): 3 clusters
  Score: Raw -702754.476540 + Penalty 2941.496448 = -699812.980092
  nChanged 68
		SP:Iteration 62Q (22002.190000 sec): 3 clusters
  Score: Raw -702778.387444 + Penalty 2941.496448 = -699836.890995
  nChanged 51
		SP:Iteration 63Q (22002.400000 sec): 3 clusters
  Score: Raw -702794.124499 + Penalty 2941.496448 = -699852.628051
  nChanged 38
		SP:Iteration 64Q (22002.580000 sec): 3 clusters
  Score: Raw -702805.149577 + Penalty 2941.496448 = -699863.653129
  nChanged 30
		SP:Iteration 65Q (22002.820000 sec): 3 clusters
  Score: Raw -702813.867002 + Penalty 2941.496448 = -699872.370553
  nChanged 32
		SP:Iteration 66Q (22003.030000 sec): 3 clusters
  Score: Raw -702825.123244 + Penalty 2941.496448 = -699883.626796
  nChanged 35
		SP:Iteration 67Q (22003.200000 sec): 3 clusters
  Score: Raw -702834.124693 + Penalty 2941.496448 = -699892.628245
  nChanged 24
		SP:Iteration 68Q (22003.330000 sec): 3 clusters
  Score: Raw -702840.588861 + Penalty 2941.496448 = -699899.092413
  nChanged 21
		SP:Iteration 69Q (22003.550000 sec): 3 clusters
  Score: Raw -702847.030650 + Penalty 2941.496448 = -699905.534201
  nChanged 17
		SP:Iteration 70Q (22003.690000 sec): 3 clusters
  Score: Raw -702851.557964 + Penalty 2941.496448 = -699910.061516
  nChanged 16
		SP:Iteration 71Q (22003.860000 sec): 3 clusters
  Score: Raw -702856.826033 + Penalty 2941.496448 = -699915.329585
  nChanged 17
		SP:Iteration 72Q (22004.100000 sec): 3 clusters
  Score: Raw -702861.518409 + Penalty 2941.496448 = -699920.021961
  nChanged 12
		SP:Iteration 73Q (22004.300000 sec): 3 clusters
  Score: Raw -702863.562463 + Penalty 2941.496448 = -699922.066015
  nChanged 13
		SP:Iteration 74Q (22004.470000 sec): 3 clusters
  Score: Raw -702866.014394 + Penalty 2941.496448 = -699924.517946
  nChanged 10
		SP:Iteration 75Q (22004.630000 sec): 3 clusters
  Score: Raw -702868.829674 + Penalty 2941.496448 = -699927.333225
  nChanged 12
		SP:Iteration 76Q (22004.860000 sec): 3 clusters
  Score: Raw -702871.726688 + Penalty 2941.496448 = -699930.230240
  nChanged 10
		SP:Iteration 77Q (22005.050000 sec): 3 clusters
  Score: Raw -702873.285209 + Penalty 2941.496448 = -699931.788761
  nChanged 8
		SP:Iteration 78Q (22005.190000 sec): 3 clusters
  Score: Raw -702875.004449 + Penalty 2941.496448 = -699933.508001
  nChanged 11
		SP:Iteration 79Q (22005.390000 sec): 3 clusters
  Score: Raw -702877.328555 + Penalty 2941.496448 = -699935.832107
  nChanged 9
		SP:Iteration 80F (22005.710000 sec): 3 clusters
  Score: Raw -702879.994232 + Penalty 2941.496448 = -699938.497784
  nChanged 10
		SP:Iteration 81Q (22005.920000 sec): 3 clusters
  Score: Raw -702882.202261 + Penalty 2941.496448 = -699940.705813
  nChanged 8
		SP:Iteration 82Q (22006.110000 sec): 3 clusters
  Score: Raw -702884.411697 + Penalty 2941.496448 = -699942.915248
  nChanged 6
		SP:Iteration 83Q (22006.340000 sec): 3 clusters
  Score: Raw -702885.718562 + Penalty 2941.496448 = -699944.222113
  nChanged 7
		SP:Iteration 84Q (22006.550000 sec): 3 clusters
  Score: Raw -702887.123710 + Penalty 2941.496448 = -699945.627262
  nChanged 10
		SP:Iteration 85Q (22006.680000 sec): 3 clusters
  Score: Raw -702890.159412 + Penalty 2941.496448 = -699948.662964
  nChanged 16
		SP:Iteration 86Q (22006.900000 sec): 3 clusters
  Score: Raw -702894.959470 + Penalty 2941.496448 = -699953.463022
  nChanged 17
		SP:Iteration 87Q (22007.080000 sec): 3 clusters
  Score: Raw -702899.639029 + Penalty 2941.496448 = -699958.142581
  nChanged 12
		SP:Iteration 88Q (22007.220000 sec): 3 clusters
  Score: Raw -702903.102461 + Penalty 2941.496448 = -699961.606013
  nChanged 16
		SP:Iteration 89Q (22007.430000 sec): 3 clusters
  Score: Raw -702908.293698 + Penalty 2941.496448 = -699966.797249
  nChanged 18
		SP:Iteration 90Q (22007.600000 sec): 3 clusters
  Score: Raw -702913.117472 + Penalty 2941.496448 = -699971.621024
  nChanged 12
		SP:Iteration 91Q (22007.760000 sec): 3 clusters
  Score: Raw -702917.100045 + Penalty 2941.496448 = -699975.603596
  nChanged 12
		SP:Iteration 92Q (22007.930000 sec): 3 clusters
  Score: Raw -702921.002324 + Penalty 2941.496448 = -699979.505875
  nChanged 12
		SP:Iteration 93Q (22008.100000 sec): 3 clusters
  Score: Raw -702926.619194 + Penalty 2941.496448 = -699985.122746
  nChanged 18
		SP:Iteration 94Q (22008.300000 sec): 3 clusters
  Score: Raw -702932.033559 + Penalty 2941.496448 = -699990.537111
  nChanged 21
		SP:Iteration 95Q (22008.440000 sec): 3 clusters
  Score: Raw -702939.291954 + Penalty 2941.496448 = -699997.795506
  nChanged 18
		SP:Iteration 96Q (22008.670000 sec): 3 clusters
  Score: Raw -702946.073933 + Penalty 2941.496448 = -700004.577484
  nChanged 25
		SP:Iteration 97Q (22008.860000 sec): 3 clusters
  Score: Raw -702954.112529 + Penalty 2941.496448 = -700012.616081
  nChanged 18
		SP:Iteration 98Q (22009.040000 sec): 3 clusters
  Score: Raw -702959.988950 + Penalty 2941.496448 = -700018.492501
  nChanged 15
		SP:Iteration 99Q (22009.280000 sec): 3 clusters
  Score: Raw -702963.714862 + Penalty 2941.496448 = -700022.218414
  nChanged 15
		SP:Iteration 100F (22009.480000 sec): 3 clusters
  Score: Raw -702967.647399 + Penalty 2941.496448 = -700026.150950
  nChanged 11
		SP:Iteration 101Q (22009.640000 sec): 3 clusters
  Score: Raw -702970.039768 + Penalty 2941.496448 = -700028.543320
  nChanged 6
		SP:Iteration 102Q (22009.820000 sec): 3 clusters
  Score: Raw -702970.780425 + Penalty 2941.496448 = -700029.283977
  nChanged 3
		SP:Iteration 103Q (22010.000000 sec): 3 clusters
  Score: Raw -702971.339180 + Penalty 2941.496448 = -700029.842732
  nChanged 1
		SP:Iteration 104Q (22010.160000 sec): 3 clusters
  Score: Raw -702971.787155 + Penalty 2941.496448 = -700030.290707
  nChanged 3
		SP:Iteration 105Q (22010.370000 sec): 3 clusters
  Score: Raw -702972.247952 + Penalty 2941.496448 = -700030.751504
  nChanged 3
		SP:Iteration 106Q (22010.510000 sec): 3 clusters
  Score: Raw -702973.307269 + Penalty 2941.496448 = -700031.810821
  nChanged 7
		SP:Iteration 107Q (22010.700000 sec): 3 clusters
  Score: Raw -702976.881720 + Penalty 2941.496448 = -700035.385272
  nChanged 7
		SP:Iteration 108Q (22010.870000 sec): 3 clusters
  Score: Raw -702978.681921 + Penalty 2941.496448 = -700037.185472
  nChanged 10
		SP:Iteration 109Q (22011.090000 sec): 3 clusters
  Score: Raw -702981.141584 + Penalty 2941.496448 = -700039.645136
  nChanged 7
		SP:Iteration 110Q (22011.270000 sec): 3 clusters
  Score: Raw -702982.102566 + Penalty 2941.496448 = -700040.606118
  nChanged 6
		SP:Iteration 111Q (22011.400000 sec): 3 clusters
  Score: Raw -702983.608060 + Penalty 2941.496448 = -700042.111612
  nChanged 10
		SP:Iteration 112Q (22011.590000 sec): 3 clusters
  Score: Raw -702985.731457 + Penalty 2941.496448 = -700044.235009
  nChanged 3
		SP:Iteration 113Q (22011.780000 sec): 3 clusters
  Score: Raw -702986.256821 + Penalty 2941.496448 = -700044.760373
  nChanged 4
		SP:Iteration 114Q (22011.960000 sec): 3 clusters
  Score: Raw -702987.215110 + Penalty 2941.496448 = -700045.718662
  nChanged 9
		SP:Iteration 115Q (22012.140000 sec): 3 clusters
  Score: Raw -702990.593692 + Penalty 2941.496448 = -700049.097244
  nChanged 10
		SP:Iteration 116Q (22012.350000 sec): 3 clusters
  Score: Raw -702993.418052 + Penalty 2941.496448 = -700051.921604
  nChanged 4
		SP:Iteration 117Q (22012.530000 sec): 3 clusters
  Score: Raw -702994.991240 + Penalty 2941.496448 = -700053.494792
  nChanged 8
		SP:Iteration 118Q (22012.730000 sec): 3 clusters
  Score: Raw -702996.953175 + Penalty 2941.496448 = -700055.456727
  nChanged 5
		SP:Iteration 119Q (22012.940000 sec): 3 clusters
  Score: Raw -702998.353329 + Penalty 2941.496448 = -700056.856880
  nChanged 8
		SP:Iteration 120F (22013.130000 sec): 3 clusters
  Score: Raw -703000.860703 + Penalty 2941.496448 = -700059.364255
  nChanged 12
		SP:Iteration 121Q (22013.270000 sec): 3 clusters
  Score: Raw -703005.046576 + Penalty 2941.496448 = -700063.550127
  nChanged 12
		SP:Iteration 122Q (22013.480000 sec): 3 clusters
  Score: Raw -703011.573580 + Penalty 2941.496448 = -700070.077132
  nChanged 21
		SP:Iteration 123Q (22013.690000 sec): 3 clusters
  Score: Raw -703021.349743 + Penalty 2941.496448 = -700079.853295
  nChanged 19
		SP:Iteration 124Q (22013.860000 sec): 3 clusters
  Score: Raw -703027.546164 + Penalty 2941.496448 = -700086.049716
  nChanged 13
		SP:Iteration 125Q (22014.050000 sec): 3 clusters
  Score: Raw -703031.971582 + Penalty 2941.496448 = -700090.475134
  nChanged 12
		SP:Iteration 126Q (22014.280000 sec): 3 clusters
  Score: Raw -703035.089024 + Penalty 2941.496448 = -700093.592575
  nChanged 8
		SP:Iteration 127Q (22014.470000 sec): 3 clusters
  Score: Raw -703038.558511 + Penalty 2941.496448 = -700097.062063
  nChanged 13
		SP:Iteration 128Q (22014.720000 sec): 3 clusters
  Score: Raw -703044.987472 + Penalty 2941.496448 = -700103.491023
  nChanged 14
		SP:Iteration 129Q (22014.930000 sec): 3 clusters
  Score: Raw -703051.101575 + Penalty 2941.496448 = -700109.605127
  nChanged 14
		SP:Iteration 130Q (22015.130000 sec): 3 clusters
  Score: Raw -703059.192103 + Penalty 2941.496448 = -700117.695655
  nChanged 12
		SP:Iteration 131Q (22015.270000 sec): 3 clusters
  Score: Raw -703065.340238 + Penalty 2941.496448 = -700123.843789
  nChanged 16
		SP:Iteration 132Q (22015.480000 sec): 3 clusters
  Score: Raw -703072.823033 + Penalty 2941.496448 = -700131.326585
  nChanged 14
		SP:Iteration 133Q (22015.690000 sec): 3 clusters
  Score: Raw -703084.151107 + Penalty 2941.496448 = -700142.654659
  nChanged 23
		SP:Iteration 134Q (22015.810000 sec): 3 clusters
  Score: Raw -703095.743951 + Penalty 2941.496448 = -700154.247502
  nChanged 17
		SP:Iteration 135Q (22015.990000 sec): 3 clusters
  Score: Raw -703103.135507 + Penalty 2941.496448 = -700161.639058
  nChanged 19
		SP:Iteration 136Q (22016.160000 sec): 3 clusters
  Score: Raw -703112.387260 + Penalty 2941.496448 = -700170.890811
  nChanged 16
		SP:Iteration 137Q (22016.340000 sec): 3 clusters
  Score: Raw -703117.683104 + Penalty 2941.496448 = -700176.186655
  nChanged 7
		SP:Iteration 138Q (22016.500000 sec): 3 clusters
  Score: Raw -703120.387361 + Penalty 2941.496448 = -700178.890913
  nChanged 9
		SP:Iteration 139Q (22016.730000 sec): 3 clusters
  Score: Raw -703123.309480 + Penalty 2941.496448 = -700181.813032
  nChanged 6
		SP:Iteration 140F (22016.930000 sec): 3 clusters
  Score: Raw -703124.639453 + Penalty 2941.496448 = -700183.143005
  nChanged 3
		SP:Iteration 141Q (22017.100000 sec): 3 clusters
  Score: Raw -703125.801077 + Penalty 2941.496448 = -700184.304628
  nChanged 2
		SP:Iteration 142Q (22017.240000 sec): 3 clusters
  Score: Raw -703126.045638 + Penalty 2941.496448 = -700184.549189
  nChanged 0
		SP:Iteration 143F (22017.470000 sec): 3 clusters
  Score: Raw -703126.045638 + Penalty 2941.496448 = -700184.549189
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 60 (6203 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (22017.590000 sec): 2 clusters
  Score: Raw -554557.708519 + Penalty 1419.078103 = -553138.630416
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (22017.740000 sec): 3 clusters
  Score: Raw -551230.240919 + Penalty 2838.156206 = -548392.084713
  nChanged 2586
		SP:Iteration 1F (22017.940000 sec): 3 clusters
  Score: Raw -552782.223088 + Penalty 2838.156206 = -549944.066882
  nChanged 471
		SP:Iteration 2F (22018.110000 sec): 3 clusters
  Score: Raw -553123.247230 + Penalty 2838.156206 = -550285.091024
  nChanged 413
		SP:Iteration 3F (22018.290000 sec): 3 clusters
  Score: Raw -553432.712640 + Penalty 2838.156206 = -550594.556435
  nChanged 368
		SP:Iteration 4F (22018.490000 sec): 3 clusters
  Score: Raw -553698.446129 + Penalty 2838.156206 = -550860.289923
  nChanged 331
		SP:Iteration 5F (22018.630000 sec): 3 clusters
  Score: Raw -553937.878324 + Penalty 2838.156206 = -551099.722119
  nChanged 309
		SP:Iteration 6Q (22018.770000 sec): 3 clusters
  Score: Raw -554156.726646 + Penalty 2838.156206 = -551318.570441
  nChanged 279
		SP:Iteration 7Q (22018.970000 sec): 3 clusters
  Score: Raw -554362.638018 + Penalty 2838.156206 = -551524.481813
  nChanged 272
		SP:Iteration 8Q (22019.170000 sec): 3 clusters
  Score: Raw -554537.537530 + Penalty 2838.156206 = -551699.381324
  nChanged 189
		SP:Iteration 9Q (22019.380000 sec): 3 clusters
  Score: Raw -554654.311772 + Penalty 2838.156206 = -551816.155566
  nChanged 160
		SP:Iteration 10Q (22019.600000 sec): 3 clusters
  Score: Raw -554747.568194 + Penalty 2838.156206 = -551909.411988
  nChanged 116
		SP:Iteration 11Q (22019.790000 sec): 3 clusters
  Score: Raw -554811.100541 + Penalty 2838.156206 = -551972.944336
  nChanged 106
		SP:Iteration 12Q (22019.920000 sec): 3 clusters
  Score: Raw -554869.989831 + Penalty 2838.156206 = -552031.833625
  nChanged 82
		SP:Iteration 13Q (22020.110000 sec): 3 clusters
  Score: Raw -554914.502253 + Penalty 2838.156206 = -552076.346048
  nChanged 79
		SP:Iteration 14Q (22020.310000 sec): 3 clusters
  Score: Raw -554944.661202 + Penalty 2838.156206 = -552106.504997
  nChanged 65
		SP:Iteration 15Q (22020.430000 sec): 3 clusters
  Score: Raw -554973.803457 + Penalty 2838.156206 = -552135.647252
  nChanged 52
		SP:Iteration 16Q (22020.660000 sec): 3 clusters
  Score: Raw -554994.743550 + Penalty 2838.156206 = -552156.587344
  nChanged 48
		SP:Iteration 17Q (22020.850000 sec): 3 clusters
  Score: Raw -555011.192876 + Penalty 2838.156206 = -552173.036670
  nChanged 42
		SP:Iteration 18Q (22021.030000 sec): 3 clusters
  Score: Raw -555025.693863 + Penalty 2838.156206 = -552187.537657
  nChanged 46
		SP:Iteration 19Q (22021.270000 sec): 3 clusters
  Score: Raw -555040.634736 + Penalty 2838.156206 = -552202.478530
  nChanged 40
		SP:Iteration 20F (22021.470000 sec): 3 clusters
  Score: Raw -555051.404412 + Penalty 2838.156206 = -552213.248206
  nChanged 24
		SP:Iteration 21Q (22021.720000 sec): 3 clusters
  Score: Raw -555059.575493 + Penalty 2838.156206 = -552221.419288
  nChanged 32
		SP:Iteration 22Q (22021.940000 sec): 3 clusters
  Score: Raw -555067.510354 + Penalty 2838.156206 = -552229.354149
  nChanged 25
		SP:Iteration 23Q (22022.110000 sec): 3 clusters
  Score: Raw -555075.159527 + Penalty 2838.156206 = -552237.003322
  nChanged 25
		SP:Iteration 24Q (22022.340000 sec): 3 clusters
  Score: Raw -555081.891355 + Penalty 2838.156206 = -552243.735149
  nChanged 26
		SP:Iteration 25Q (22022.520000 sec): 3 clusters
  Score: Raw -555088.692075 + Penalty 2838.156206 = -552250.535869
  nChanged 26
		SP:Iteration 26Q (22022.660000 sec): 3 clusters
  Score: Raw -555094.654430 + Penalty 2838.156206 = -552256.498224
  nChanged 29
		SP:Iteration 27Q (22022.810000 sec): 3 clusters
  Score: Raw -555100.997245 + Penalty 2838.156206 = -552262.841039
  nChanged 25
		SP:Iteration 28Q (22023.010000 sec): 3 clusters
  Score: Raw -555107.506196 + Penalty 2838.156206 = -552269.349990
  nChanged 26
		SP:Iteration 29Q (22023.140000 sec): 3 clusters
  Score: Raw -555112.919861 + Penalty 2838.156206 = -552274.763655
  nChanged 14
		SP:Iteration 30Q (22023.360000 sec): 3 clusters
  Score: Raw -555116.282736 + Penalty 2838.156206 = -552278.126530
  nChanged 14
		SP:Iteration 31Q (22023.500000 sec): 3 clusters
  Score: Raw -555120.269819 + Penalty 2838.156206 = -552282.113613
  nChanged 19
		SP:Iteration 32Q (22023.690000 sec): 3 clusters
  Score: Raw -555125.861756 + Penalty 2838.156206 = -552287.705551
  nChanged 25
		SP:Iteration 33Q (22023.810000 sec): 3 clusters
  Score: Raw -555133.831338 + Penalty 2838.156206 = -552295.675133
  nChanged 24
		SP:Iteration 34Q (22023.950000 sec): 3 clusters
  Score: Raw -555141.398401 + Penalty 2838.156206 = -552303.242196
  nChanged 28
		SP:Iteration 35Q (22024.150000 sec): 3 clusters
  Score: Raw -555148.888874 + Penalty 2838.156206 = -552310.732668
  nChanged 26
		SP:Iteration 36Q (22024.310000 sec): 3 clusters
  Score: Raw -555156.606919 + Penalty 2838.156206 = -552318.450713
  nChanged 33
		SP:Iteration 37Q (22024.490000 sec): 3 clusters
  Score: Raw -555167.733943 + Penalty 2838.156206 = -552329.577737
  nChanged 39
		SP:Iteration 38Q (22024.640000 sec): 3 clusters
  Score: Raw -555181.834534 + Penalty 2838.156206 = -552343.678328
  nChanged 35
		SP:Iteration 39Q (22024.790000 sec): 3 clusters
  Score: Raw -555193.569834 + Penalty 2838.156206 = -552355.413628
  nChanged 32
		SP:Iteration 40F (22024.960000 sec): 3 clusters
  Score: Raw -555202.219051 + Penalty 2838.156206 = -552364.062845
  nChanged 22
		SP:Iteration 41Q (22025.130000 sec): 3 clusters
  Score: Raw -555210.564403 + Penalty 2838.156206 = -552372.408197
  nChanged 18
		SP:Iteration 42Q (22025.290000 sec): 3 clusters
  Score: Raw -555216.679913 + Penalty 2838.156206 = -552378.523708
  nChanged 18
		SP:Iteration 43Q (22025.450000 sec): 3 clusters
  Score: Raw -555223.978268 + Penalty 2838.156206 = -552385.822062
  nChanged 22
		SP:Iteration 44Q (22025.650000 sec): 3 clusters
  Score: Raw -555231.977858 + Penalty 2838.156206 = -552393.821652
  nChanged 23
		SP:Iteration 45Q (22025.830000 sec): 3 clusters
  Score: Raw -555240.148137 + Penalty 2838.156206 = -552401.991931
  nChanged 29
		SP:Iteration 46Q (22026.000000 sec): 3 clusters
  Score: Raw -555252.383593 + Penalty 2838.156206 = -552414.227388
  nChanged 31
		SP:Iteration 47Q (22026.160000 sec): 3 clusters
  Score: Raw -555260.997774 + Penalty 2838.156206 = -552422.841569
  nChanged 23
		SP:Iteration 48Q (22026.330000 sec): 3 clusters
  Score: Raw -555268.404256 + Penalty 2838.156206 = -552430.248050
  nChanged 24
		SP:Iteration 49Q (22026.490000 sec): 3 clusters
  Score: Raw -555278.436275 + Penalty 2838.156206 = -552440.280070
  nChanged 25
		SP:Iteration 50Q (22026.660000 sec): 3 clusters
  Score: Raw -555285.897650 + Penalty 2838.156206 = -552447.741445
  nChanged 24
		SP:Iteration 51Q (22026.820000 sec): 3 clusters
  Score: Raw -555293.981100 + Penalty 2838.156206 = -552455.824894
  nChanged 22
		SP:Iteration 52Q (22026.990000 sec): 3 clusters
  Score: Raw -555300.972922 + Penalty 2838.156206 = -552462.816716
  nChanged 22
		SP:Iteration 53Q (22027.230000 sec): 3 clusters
  Score: Raw -555307.821196 + Penalty 2838.156206 = -552469.664990
  nChanged 19
		SP:Iteration 54Q (22027.410000 sec): 3 clusters
  Score: Raw -555313.477599 + Penalty 2838.156206 = -552475.321393
  nChanged 19
		SP:Iteration 55Q (22027.570000 sec): 3 clusters
  Score: Raw -555319.588305 + Penalty 2838.156206 = -552481.432099
  nChanged 21
		SP:Iteration 56Q (22027.740000 sec): 3 clusters
  Score: Raw -555325.902932 + Penalty 2838.156206 = -552487.746727
  nChanged 21
		SP:Iteration 57Q (22027.910000 sec): 3 clusters
  Score: Raw -555332.566444 + Penalty 2838.156206 = -552494.410239
  nChanged 17
		SP:Iteration 58Q (22028.070000 sec): 3 clusters
  Score: Raw -555337.457172 + Penalty 2838.156206 = -552499.300966
  nChanged 11
		SP:Iteration 59Q (22028.230000 sec): 3 clusters
  Score: Raw -555340.291462 + Penalty 2838.156206 = -552502.135256
  nChanged 10
		SP:Iteration 60F (22028.400000 sec): 3 clusters
  Score: Raw -555343.042602 + Penalty 2838.156206 = -552504.886396
  nChanged 13
		SP:Iteration 61Q (22028.560000 sec): 3 clusters
  Score: Raw -555346.279599 + Penalty 2838.156206 = -552508.123394
  nChanged 10
		SP:Iteration 62Q (22028.730000 sec): 3 clusters
  Score: Raw -555348.484408 + Penalty 2838.156206 = -552510.328203
  nChanged 6
		SP:Iteration 63Q (22028.890000 sec): 3 clusters
  Score: Raw -555349.876765 + Penalty 2838.156206 = -552511.720560
  nChanged 5
		SP:Iteration 64Q (22029.060000 sec): 3 clusters
  Score: Raw -555350.929578 + Penalty 2838.156206 = -552512.773372
  nChanged 1
		SP:Iteration 65Q (22029.230000 sec): 3 clusters
  Score: Raw -555351.247634 + Penalty 2838.156206 = -552513.091428
  nChanged 2
		SP:Iteration 66Q (22029.390000 sec): 3 clusters
  Score: Raw -555351.701162 + Penalty 2838.156206 = -552513.544956
  nChanged 0
		SP:Iteration 67F (22029.550000 sec): 3 clusters
  Score: Raw -555351.701162 + Penalty 2838.156206 = -552513.544956
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 61 (3283 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (22029.670000 sec): 2 clusters
  Score: Raw -270613.199922 + Penalty 1315.683349 = -269297.516573
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (22029.870000 sec): 3 clusters
  Score: Raw -269078.589681 + Penalty 2631.366698 = -266447.222983
  nChanged 1248
		SP:Iteration 1F (22030.050000 sec): 3 clusters
  Score: Raw -269926.764515 + Penalty 2631.366698 = -267295.397817
  nChanged 294
		SP:Iteration 2F (22030.220000 sec): 3 clusters
  Score: Raw -270165.666703 + Penalty 2631.366698 = -267534.300004
  nChanged 200
		SP:Iteration 3F (22030.400000 sec): 3 clusters
  Score: Raw -270324.156903 + Penalty 2631.366698 = -267692.790204
  nChanged 174
		SP:Iteration 4F (22030.570000 sec): 3 clusters
  Score: Raw -270430.241196 + Penalty 2631.366698 = -267798.874498
  nChanged 111
		SP:Iteration 5Q (22030.750000 sec): 3 clusters
  Score: Raw -270497.126518 + Penalty 2631.366698 = -267865.759820
  nChanged 98
		SP:Iteration 6Q (22030.930000 sec): 3 clusters
  Score: Raw -270547.671360 + Penalty 2631.366698 = -267916.304662
  nChanged 71
		SP:Iteration 7Q (22031.100000 sec): 3 clusters
  Score: Raw -270582.494337 + Penalty 2631.366698 = -267951.127639
  nChanged 69
		SP:Iteration 8Q (22031.270000 sec): 3 clusters
  Score: Raw -270614.821250 + Penalty 2631.366698 = -267983.454551
  nChanged 57
		SP:Iteration 9Q (22031.450000 sec): 3 clusters
  Score: Raw -270644.456010 + Penalty 2631.366698 = -268013.089312
  nChanged 51
		SP:Iteration 10Q (22031.630000 sec): 3 clusters
  Score: Raw -270670.644741 + Penalty 2631.366698 = -268039.278043
  nChanged 61
		SP:Iteration 11Q (22031.800000 sec): 3 clusters
  Score: Raw -270703.675192 + Penalty 2631.366698 = -268072.308493
  nChanged 49
		SP:Iteration 12Q (22031.980000 sec): 3 clusters
  Score: Raw -270731.801582 + Penalty 2631.366698 = -268100.434883
  nChanged 48
		SP:Iteration 13Q (22032.150000 sec): 3 clusters
  Score: Raw -270755.761881 + Penalty 2631.366698 = -268124.395183
  nChanged 47
		SP:Iteration 14Q (22032.330000 sec): 3 clusters
  Score: Raw -270779.286690 + Penalty 2631.366698 = -268147.919992
  nChanged 38
		SP:Iteration 15Q (22032.510000 sec): 3 clusters
  Score: Raw -270796.283748 + Penalty 2631.366698 = -268164.917049
  nChanged 34
		SP:Iteration 16Q (22032.750000 sec): 3 clusters
  Score: Raw -270813.660271 + Penalty 2631.366698 = -268182.293573
  nChanged 33
		SP:Iteration 17Q (22032.970000 sec): 3 clusters
  Score: Raw -270829.410489 + Penalty 2631.366698 = -268198.043791
  nChanged 35
		SP:Iteration 18Q (22033.180000 sec): 3 clusters
  Score: Raw -270843.016045 + Penalty 2631.366698 = -268211.649347
  nChanged 27
		SP:Iteration 19Q (22033.350000 sec): 3 clusters
  Score: Raw -270853.145530 + Penalty 2631.366698 = -268221.778832
  nChanged 27
		SP:Iteration 20F (22033.530000 sec): 3 clusters
  Score: Raw -270866.542175 + Penalty 2631.366698 = -268235.175477
  nChanged 34
		SP:Iteration 21Q (22033.710000 sec): 3 clusters
  Score: Raw -270885.253411 + Penalty 2631.366698 = -268253.886712
  nChanged 36
		SP:Iteration 22Q (22033.860000 sec): 3 clusters
  Score: Raw -270909.193192 + Penalty 2631.366698 = -268277.826494
  nChanged 37
		SP:Iteration 23Q (22034.080000 sec): 3 clusters
  Score: Raw -270940.344356 + Penalty 2631.366698 = -268308.977657
  nChanged 47
		SP:Iteration 24Q (22034.260000 sec): 3 clusters
  Score: Raw -270966.790313 + Penalty 2631.366698 = -268335.423615
  nChanged 36
		SP:Iteration 25Q (22034.410000 sec): 3 clusters
  Score: Raw -270983.875799 + Penalty 2631.366698 = -268352.509101
  nChanged 32
		SP:Iteration 26Q (22034.610000 sec): 3 clusters
  Score: Raw -271003.677121 + Penalty 2631.366698 = -268372.310423
  nChanged 25
		SP:Iteration 27Q (22034.800000 sec): 3 clusters
  Score: Raw -271014.478236 + Penalty 2631.366698 = -268383.111538
  nChanged 21
		SP:Iteration 28Q (22034.970000 sec): 3 clusters
  Score: Raw -271022.954347 + Penalty 2631.366698 = -268391.587649
  nChanged 32
		SP:Iteration 29Q (22035.120000 sec): 3 clusters
  Score: Raw -271037.180254 + Penalty 2631.366698 = -268405.813556
  nChanged 22
		SP:Iteration 30Q (22035.330000 sec): 3 clusters
  Score: Raw -271050.325695 + Penalty 2631.366698 = -268418.958997
  nChanged 23
		SP:Iteration 31Q (22035.550000 sec): 3 clusters
  Score: Raw -271060.550455 + Penalty 2631.366698 = -268429.183757
  nChanged 18
		SP:Iteration 32Q (22035.690000 sec): 3 clusters
  Score: Raw -271068.357419 + Penalty 2631.366698 = -268436.990721
  nChanged 16
		SP:Iteration 33Q (22035.810000 sec): 3 clusters
  Score: Raw -271073.283060 + Penalty 2631.366698 = -268441.916361
  nChanged 6
		SP:Iteration 34Q (22035.910000 sec): 3 clusters
  Score: Raw -271075.220788 + Penalty 2631.366698 = -268443.854089
  nChanged 0
		SP:Iteration 35F (22036.050000 sec): 3 clusters
  Score: Raw -271075.220788 + Penalty 2631.366698 = -268443.854089
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 62 (348 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (22036.150000 sec): 2 clusters
  Score: Raw -26052.575931 + Penalty 950.982903 = -25101.593028
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (22036.300000 sec): 3 clusters
  Score: Raw -26125.579316 + Penalty 1901.965806 = -24223.613510
  nChanged 74
		SP:Iteration 1F (22036.410000 sec): 3 clusters
  Score: Raw -26289.853171 + Penalty 1901.965806 = -24387.887365
  nChanged 22
		SP:Iteration 2F (22036.550000 sec): 3 clusters
  Score: Raw -26339.513115 + Penalty 1901.965806 = -24437.547309
  nChanged 8
		SP:Iteration 3Q (22036.700000 sec): 3 clusters
  Score: Raw -26353.678930 + Penalty 1901.965806 = -24451.713124
  nChanged 2
		SP:Iteration 4Q (22036.840000 sec): 3 clusters
  Score: Raw -26365.473615 + Penalty 1901.965806 = -24463.507809
  nChanged 2
		SP:Iteration 5Q (22036.990000 sec): 3 clusters
  Score: Raw -26368.945179 + Penalty 1901.965806 = -24466.979373
  nChanged 1
		SP:Iteration 6Q (22037.080000 sec): 3 clusters
  Score: Raw -26372.611374 + Penalty 1901.965806 = -24470.645568
  nChanged 0
		SP:Iteration 7F (22037.230000 sec): 3 clusters
  Score: Raw -26372.611374 + Penalty 1901.965806 = -24470.645568
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 63 (7707 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (22037.370000 sec): 2 clusters
  Score: Raw -745088.146852 + Penalty 1454.356196 = -743633.790656
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (22037.590000 sec): 3 clusters
  Score: Raw -740886.148994 + Penalty 2908.712393 = -737977.436601
  nChanged 3209
		SP:Iteration 1F (22037.750000 sec): 3 clusters
  Score: Raw -742609.396711 + Penalty 2908.712393 = -739700.684318
  nChanged 496
		SP:Iteration 2F (22038.010000 sec): 3 clusters
  Score: Raw -742895.500382 + Penalty 2908.712393 = -739986.787989
  nChanged 426
		SP:Iteration 3F (22038.220000 sec): 3 clusters
  Score: Raw -743130.385556 + Penalty 2908.712393 = -740221.673164
  nChanged 351
		SP:Iteration 4Q (22038.470000 sec): 3 clusters
  Score: Raw -743312.875856 + Penalty 2908.712393 = -740404.163463
  nChanged 299
		SP:Iteration 5Q (22038.720000 sec): 3 clusters
  Score: Raw -743442.938717 + Penalty 2908.712393 = -740534.226324
  nChanged 230
		SP:Iteration 6Q (22038.960000 sec): 3 clusters
  Score: Raw -743550.839484 + Penalty 2908.712393 = -740642.127091
  nChanged 225
		SP:Iteration 7Q (22039.160000 sec): 3 clusters
  Score: Raw -743650.455332 + Penalty 2908.712393 = -740741.742939
  nChanged 236
		SP:Iteration 8Q (22039.350000 sec): 3 clusters
  Score: Raw -743754.347982 + Penalty 2908.712393 = -740845.635589
  nChanged 222
		SP:Iteration 9Q (22039.610000 sec): 3 clusters
  Score: Raw -743833.590015 + Penalty 2908.712393 = -740924.877623
  nChanged 202
		SP:Iteration 10Q (22039.810000 sec): 3 clusters
  Score: Raw -743902.302787 + Penalty 2908.712393 = -740993.590394
  nChanged 178
		SP:Iteration 11Q (22040.040000 sec): 3 clusters
  Score: Raw -743976.145887 + Penalty 2908.712393 = -741067.433495
  nChanged 190
		SP:Iteration 12Q (22040.250000 sec): 3 clusters
  Score: Raw -744050.095028 + Penalty 2908.712393 = -741141.382635
  nChanged 170
		SP:Iteration 13Q (22040.440000 sec): 3 clusters
  Score: Raw -744125.356287 + Penalty 2908.712393 = -741216.643894
  nChanged 215
		SP:Iteration 14Q (22040.740000 sec): 3 clusters
  Score: Raw -744218.568822 + Penalty 2908.712393 = -741309.856429
  nChanged 203
		SP:Iteration 15Q (22040.930000 sec): 3 clusters
  Score: Raw -744316.780067 + Penalty 2908.712393 = -741408.067674
  nChanged 214
		SP:Iteration 16Q (22041.140000 sec): 3 clusters
  Score: Raw -744426.137391 + Penalty 2908.712393 = -741517.424998
  nChanged 226
		SP:Iteration 17Q (22041.330000 sec): 3 clusters
  Score: Raw -744548.342496 + Penalty 2908.712393 = -741639.630103
  nChanged 206
		SP:Iteration 18Q (22041.530000 sec): 3 clusters
  Score: Raw -744667.997909 + Penalty 2908.712393 = -741759.285516
  nChanged 176
		SP:Iteration 19Q (22041.720000 sec): 3 clusters
  Score: Raw -744771.152031 + Penalty 2908.712393 = -741862.439639
  nChanged 143
		SP:Iteration 20F (22041.940000 sec): 3 clusters
  Score: Raw -744847.443805 + Penalty 2908.712393 = -741938.731412
  nChanged 126
		SP:Iteration 21Q (22042.200000 sec): 3 clusters
  Score: Raw -744912.422606 + Penalty 2908.712393 = -742003.710213
  nChanged 102
		SP:Iteration 22Q (22042.410000 sec): 3 clusters
  Score: Raw -744976.664436 + Penalty 2908.712393 = -742067.952043
  nChanged 83
		SP:Iteration 23Q (22042.660000 sec): 3 clusters
  Score: Raw -745027.125669 + Penalty 2908.712393 = -742118.413276
  nChanged 60
		SP:Iteration 24Q (22042.840000 sec): 3 clusters
  Score: Raw -745066.900843 + Penalty 2908.712393 = -742158.188450
  nChanged 52
		SP:Iteration 25Q (22043.030000 sec): 3 clusters
  Score: Raw -745102.267495 + Penalty 2908.712393 = -742193.555102
  nChanged 45
		SP:Iteration 26Q (22043.280000 sec): 3 clusters
  Score: Raw -745129.592663 + Penalty 2908.712393 = -742220.880270
  nChanged 37
		SP:Iteration 27Q (22043.530000 sec): 3 clusters
  Score: Raw -745157.239592 + Penalty 2908.712393 = -742248.527199
  nChanged 27
		SP:Iteration 28Q (22043.720000 sec): 3 clusters
  Score: Raw -745177.601953 + Penalty 2908.712393 = -742268.889560
  nChanged 24
		SP:Iteration 29Q (22043.890000 sec): 3 clusters
  Score: Raw -745194.763955 + Penalty 2908.712393 = -742286.051562
  nChanged 15
		SP:Iteration 30Q (22044.100000 sec): 3 clusters
  Score: Raw -745205.269117 + Penalty 2908.712393 = -742296.556724
  nChanged 18
		SP:Iteration 31Q (22044.300000 sec): 3 clusters
  Score: Raw -745218.831263 + Penalty 2908.712393 = -742310.118871
  nChanged 14
		SP:Iteration 32Q (22044.510000 sec): 3 clusters
  Score: Raw -745229.921882 + Penalty 2908.712393 = -742321.209489
  nChanged 13
		SP:Iteration 33Q (22044.710000 sec): 3 clusters
  Score: Raw -745238.946600 + Penalty 2908.712393 = -742330.234208
  nChanged 10
		SP:Iteration 34Q (22044.930000 sec): 3 clusters
  Score: Raw -745248.200924 + Penalty 2908.712393 = -742339.488531
  nChanged 8
		SP:Iteration 35Q (22045.100000 sec): 3 clusters
  Score: Raw -745256.063843 + Penalty 2908.712393 = -742347.351450
  nChanged 8
		SP:Iteration 36Q (22045.350000 sec): 3 clusters
  Score: Raw -745263.329653 + Penalty 2908.712393 = -742354.617260
  nChanged 7
		SP:Iteration 37Q (22045.530000 sec): 3 clusters
  Score: Raw -745270.351462 + Penalty 2908.712393 = -742361.639069
  nChanged 9
		SP:Iteration 38Q (22045.740000 sec): 3 clusters
  Score: Raw -745278.293109 + Penalty 2908.712393 = -742369.580716
  nChanged 4
		SP:Iteration 39Q (22045.970000 sec): 3 clusters
  Score: Raw -745280.337536 + Penalty 2908.712393 = -742371.625143
  nChanged 2
		SP:Iteration 40F (22046.200000 sec): 3 clusters
  Score: Raw -745280.825956 + Penalty 2908.712393 = -742372.113563
  nChanged 1
		SP:Iteration 41Q (22046.370000 sec): 3 clusters
  Score: Raw -745281.078765 + Penalty 2908.712393 = -742372.366372
  nChanged 1
		SP:Iteration 42Q (22046.570000 sec): 3 clusters
  Score: Raw -745281.269900 + Penalty 2908.712393 = -742372.557507
  nChanged 0
		SP:Iteration 43F (22046.820000 sec): 3 clusters
  Score: Raw -745281.269900 + Penalty 2908.712393 = -742372.557507
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 64 (4475 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (22046.970000 sec): 2 clusters
  Score: Raw -361100.922919 + Penalty 1366.017515 = -359734.905404
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (22047.210000 sec): 3 clusters
  Score: Raw -358811.147846 + Penalty 2732.035030 = -356079.112816
  nChanged 1822
		SP:Iteration 1F (22047.350000 sec): 3 clusters
  Score: Raw -359901.900510 + Penalty 2732.035030 = -357169.865480
  nChanged 374
		SP:Iteration 2F (22047.500000 sec): 3 clusters
  Score: Raw -360150.158433 + Penalty 2732.035030 = -357418.123403
  nChanged 307
		SP:Iteration 3F (22047.640000 sec): 3 clusters
  Score: Raw -360358.981097 + Penalty 2732.035030 = -357626.946067
  nChanged 273
		SP:Iteration 4F (22047.830000 sec): 3 clusters
  Score: Raw -360552.670251 + Penalty 2732.035030 = -357820.635221
  nChanged 247
		SP:Iteration 5F (22047.950000 sec): 3 clusters
  Score: Raw -360755.310081 + Penalty 2732.035030 = -358023.275051
  nChanged 233
		SP:Iteration 6F (22048.150000 sec): 3 clusters
  Score: Raw -360963.338244 + Penalty 2732.035030 = -358231.303214
  nChanged 218
		SP:Iteration 7Q (22048.250000 sec): 3 clusters
  Score: Raw -361174.210908 + Penalty 2732.035030 = -358442.175878
  nChanged 208
		SP:Iteration 8Q (22048.400000 sec): 3 clusters
  Score: Raw -361391.797364 + Penalty 2732.035030 = -358659.762334
  nChanged 180
		SP:Iteration 9Q (22048.530000 sec): 3 clusters
  Score: Raw -361543.894141 + Penalty 2732.035030 = -358811.859111
  nChanged 152
		SP:Iteration 10Q (22048.730000 sec): 3 clusters
  Score: Raw -361666.714630 + Penalty 2732.035030 = -358934.679600
  nChanged 149
		SP:Iteration 11Q (22048.890000 sec): 3 clusters
  Score: Raw -361821.698974 + Penalty 2732.035030 = -359089.663944
  nChanged 159
		SP:Iteration 12Q (22049.050000 sec): 3 clusters
  Score: Raw -361954.939577 + Penalty 2732.035030 = -359222.904547
  nChanged 147
		SP:Iteration 13Q (22049.260000 sec): 3 clusters
  Score: Raw -362078.895563 + Penalty 2732.035030 = -359346.860533
  nChanged 125
		SP:Iteration 14Q (22049.460000 sec): 3 clusters
  Score: Raw -362192.920473 + Penalty 2732.035030 = -359460.885443
  nChanged 119
		SP:Iteration 15Q (22049.690000 sec): 3 clusters
  Score: Raw -362304.962047 + Penalty 2732.035030 = -359572.927017
  nChanged 93
		SP:Iteration 16Q (22049.890000 sec): 3 clusters
  Score: Raw -362374.291659 + Penalty 2732.035030 = -359642.256629
  nChanged 76
		SP:Iteration 17Q (22050.080000 sec): 3 clusters
  Score: Raw -362425.702941 + Penalty 2732.035030 = -359693.667911
  nChanged 71
		SP:Iteration 18Q (22050.310000 sec): 3 clusters
  Score: Raw -362472.535773 + Penalty 2732.035030 = -359740.500743
  nChanged 46
		SP:Iteration 19Q (22050.510000 sec): 3 clusters
  Score: Raw -362501.243778 + Penalty 2732.035030 = -359769.208748
  nChanged 36
		SP:Iteration 20F (22050.750000 sec): 3 clusters
  Score: Raw -362518.622380 + Penalty 2732.035030 = -359786.587350
  nChanged 23
		SP:Iteration 21Q (22050.950000 sec): 3 clusters
  Score: Raw -362528.974504 + Penalty 2732.035030 = -359796.939474
  nChanged 18
		SP:Iteration 22Q (22051.140000 sec): 3 clusters
  Score: Raw -362537.388247 + Penalty 2732.035030 = -359805.353217
  nChanged 20
		SP:Iteration 23Q (22051.330000 sec): 3 clusters
  Score: Raw -362546.142844 + Penalty 2732.035030 = -359814.107814
  nChanged 16
		SP:Iteration 24Q (22051.520000 sec): 3 clusters
  Score: Raw -362553.388836 + Penalty 2732.035030 = -359821.353806
  nChanged 15
		SP:Iteration 25Q (22051.690000 sec): 3 clusters
  Score: Raw -362559.469461 + Penalty 2732.035030 = -359827.434431
  nChanged 14
		SP:Iteration 26Q (22051.870000 sec): 3 clusters
  Score: Raw -362564.267575 + Penalty 2732.035030 = -359832.232545
  nChanged 9
		SP:Iteration 27Q (22052.050000 sec): 3 clusters
  Score: Raw -362566.151926 + Penalty 2732.035030 = -359834.116896
  nChanged 4
		SP:Iteration 28Q (22052.250000 sec): 3 clusters
  Score: Raw -362566.937196 + Penalty 2732.035030 = -359834.902166
  nChanged 3
		SP:Iteration 29Q (22052.410000 sec): 3 clusters
  Score: Raw -362567.482798 + Penalty 2732.035030 = -359835.447768
  nChanged 2
		SP:Iteration 30Q (22052.600000 sec): 3 clusters
  Score: Raw -362568.065886 + Penalty 2732.035030 = -359836.030856
  nChanged 0
		SP:Iteration 31F (22052.770000 sec): 3 clusters
  Score: Raw -362568.065886 + Penalty 2732.035030 = -359836.030856
  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 5.74 GB.

 Trying to split cluster 65 (3678 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (22052.930000 sec): 2 clusters
  Score: Raw -309167.280372 + Penalty 1334.145216 = -307833.135156
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (22053.120000 sec): 3 clusters
  Score: Raw -307378.628149 + Penalty 2668.290432 = -304710.337717
  nChanged 1377
		SP:Iteration 1F (22053.310000 sec): 3 clusters
  Score: Raw -308182.687307 + Penalty 2668.290432 = -305514.396875
  nChanged 299
		SP:Iteration 2F (22053.470000 sec): 3 clusters
  Score: Raw -308394.186700 + Penalty 2668.290432 = -305725.896269
  nChanged 212
		SP:Iteration 3F (22053.610000 sec): 3 clusters
  Score: Raw -308573.027693 + Penalty 2668.290432 = -305904.737261
  nChanged 193
		SP:Iteration 4F (22053.750000 sec): 3 clusters
  Score: Raw -308723.594970 + Penalty 2668.290432 = -306055.304538
  nChanged 193
		SP:Iteration 5F (22053.900000 sec): 3 clusters
  Score: Raw -308863.560250 + Penalty 2668.290432 = -306195.269818
  nChanged 147
		SP:Iteration 6Q (22054.090000 sec): 3 clusters
  Score: Raw -308963.123309 + Penalty 2668.290432 = -306294.832877
  nChanged 127
		SP:Iteration 7Q (22054.270000 sec): 3 clusters
  Score: Raw -309053.788856 + Penalty 2668.290432 = -306385.498425
  nChanged 135
		SP:Iteration 8Q (22054.430000 sec): 3 clusters
  Score: Raw -309143.072804 + Penalty 2668.290432 = -306474.782373
  nChanged 109
		SP:Iteration 9Q (22054.630000 sec): 3 clusters
  Score: Raw -309206.122294 + Penalty 2668.290432 = -306537.831863
  nChanged 89
		SP:Iteration 10Q (22054.720000 sec): 3 clusters
  Score: Raw -309254.559070 + Penalty 2668.290432 = -306586.268638
  nChanged 72
		SP:Iteration 11Q (22054.870000 sec): 3 clusters
  Score: Raw -309295.494126 + Penalty 2668.290432 = -306627.203694
  nChanged 62
		SP:Iteration 12Q (22055.020000 sec): 3 clusters
  Score: Raw -309333.239646 + Penalty 2668.290432 = -306664.949214
  nChanged 59
		SP:Iteration 13Q (22055.190000 sec): 3 clusters
  Score: Raw -309371.524669 + Penalty 2668.290432 = -306703.234237
  nChanged 59
		SP:Iteration 14Q (22055.310000 sec): 3 clusters
  Score: Raw -309413.385433 + Penalty 2668.290432 = -306745.095001
  nChanged 69
		SP:Iteration 15Q (22055.450000 sec): 3 clusters
  Score: Raw -309467.801746 + Penalty 2668.290432 = -306799.511314
  nChanged 76
		SP:Iteration 16Q (22055.680000 sec): 3 clusters
  Score: Raw -309530.540114 + Penalty 2668.290432 = -306862.249682
  nChanged 83
		SP:Iteration 17Q (22055.890000 sec): 3 clusters
  Score: Raw -309597.025836 + Penalty 2668.290432 = -306928.735405
  nChanged 87
		SP:Iteration 18Q (22056.100000 sec): 3 clusters
  Score: Raw -309668.148384 + Penalty 2668.290432 = -306999.857952
  nChanged 73
		SP:Iteration 19Q (22056.290000 sec): 3 clusters
  Score: Raw -309731.074544 + Penalty 2668.290432 = -307062.784112
  nChanged 74
		SP:Iteration 20F (22056.470000 sec): 3 clusters
  Score: Raw -309797.281664 + Penalty 2668.290432 = -307128.991232
  nChanged 74
		SP:Iteration 21Q (22056.650000 sec): 3 clusters
  Score: Raw -309856.245493 + Penalty 2668.290432 = -307187.955061
  nChanged 61
		SP:Iteration 22Q (22056.790000 sec): 3 clusters
  Score: Raw -309910.495243 + Penalty 2668.290432 = -307242.204812
  nChanged 44
		SP:Iteration 23Q (22056.920000 sec): 3 clusters
  Score: Raw -309934.182531 + Penalty 2668.290432 = -307265.892099
  nChanged 31
		SP:Iteration 24Q (22057.060000 sec): 3 clusters
  Score: Raw -309948.316650 + Penalty 2668.290432 = -307280.026218
  nChanged 29
		SP:Iteration 25Q (22057.210000 sec): 3 clusters
  Score: Raw -309961.789788 + Penalty 2668.290432 = -307293.499357
  nChanged 20
		SP:Iteration 26Q (22057.350000 sec): 3 clusters
  Score: Raw -309970.937034 + Penalty 2668.290432 = -307302.646602
  nChanged 29
		SP:Iteration 27Q (22057.490000 sec): 3 clusters
  Score: Raw -309983.901346 + Penalty 2668.290432 = -307315.610915
  nChanged 22
		SP:Iteration 28Q (22057.640000 sec): 3 clusters
  Score: Raw -309991.996321 + Penalty 2668.290432 = -307323.705889
  nChanged 11
		SP:Iteration 29Q (22057.780000 sec): 3 clusters
  Score: Raw -309994.641193 + Penalty 2668.290432 = -307326.350762
  nChanged 7
		SP:Iteration 30Q (22057.920000 sec): 3 clusters
  Score: Raw -309996.429780 + Penalty 2668.290432 = -307328.139349
  nChanged 4
		SP:Iteration 31Q (22058.070000 sec): 3 clusters
  Score: Raw -309997.284308 + Penalty 2668.290432 = -307328.993876
  nChanged 3
		SP:Iteration 32Q (22058.210000 sec): 3 clusters
  Score: Raw -309998.411696 + Penalty 2668.290432 = -307330.121264
  nChanged 5
		SP:Iteration 33Q (22058.360000 sec): 3 clusters
  Score: Raw -309999.528926 + Penalty 2668.290432 = -307331.238494
  nChanged 3
		SP:Iteration 34Q (22058.500000 sec): 3 clusters
  Score: Raw -310000.086216 + Penalty 2668.290432 = -307331.795784
  nChanged 0
		SP:Iteration 35F (22058.640000 sec): 3 clusters
  Score: Raw -310000.086216 + Penalty 2668.290432 = -307331.795784
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 66 (2142 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (22058.740000 sec): 2 clusters
  Score: Raw -186046.845637 + Penalty 1246.292978 = -184800.552658
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (22058.920000 sec): 3 clusters
  Score: Raw -185122.418952 + Penalty 2492.585957 = -182629.832996
  nChanged 784
		SP:Iteration 1F (22059.090000 sec): 3 clusters
  Score: Raw -185740.073164 + Penalty 2492.585957 = -183247.487207
  nChanged 202
		SP:Iteration 2F (22059.240000 sec): 3 clusters
  Score: Raw -185945.853818 + Penalty 2492.585957 = -183453.267861
  nChanged 146
		SP:Iteration 3F (22059.380000 sec): 3 clusters
  Score: Raw -186079.164530 + Penalty 2492.585957 = -183586.578573
  nChanged 107
		SP:Iteration 4Q (22059.530000 sec): 3 clusters
  Score: Raw -186173.486833 + Penalty 2492.585957 = -183680.900877
  nChanged 74
		SP:Iteration 5Q (22059.660000 sec): 3 clusters
  Score: Raw -186236.583204 + Penalty 2492.585957 = -183743.997248
  nChanged 60
		SP:Iteration 6Q (22059.860000 sec): 3 clusters
  Score: Raw -186282.730315 + Penalty 2492.585957 = -183790.144359
  nChanged 57
		SP:Iteration 7Q (22060.000000 sec): 3 clusters
  Score: Raw -186332.452405 + Penalty 2492.585957 = -183839.866448
  nChanged 51
		SP:Iteration 8Q (22060.140000 sec): 3 clusters
  Score: Raw -186372.826641 + Penalty 2492.585957 = -183880.240685
  nChanged 48
		SP:Iteration 9Q (22060.280000 sec): 3 clusters
  Score: Raw -186411.863811 + Penalty 2492.585957 = -183919.277854
  nChanged 29
		SP:Iteration 10Q (22060.420000 sec): 3 clusters
  Score: Raw -186434.052202 + Penalty 2492.585957 = -183941.466245
  nChanged 22
		SP:Iteration 11Q (22060.570000 sec): 3 clusters
  Score: Raw -186457.751582 + Penalty 2492.585957 = -183965.165625
  nChanged 28
		SP:Iteration 12Q (22060.670000 sec): 3 clusters
  Score: Raw -186488.153497 + Penalty 2492.585957 = -183995.567541
  nChanged 27
		SP:Iteration 13Q (22060.810000 sec): 3 clusters
  Score: Raw -186510.117895 + Penalty 2492.585957 = -184017.531938
  nChanged 18
		SP:Iteration 14Q (22060.900000 sec): 3 clusters
  Score: Raw -186521.968818 + Penalty 2492.585957 = -184029.382861
  nChanged 17
		SP:Iteration 15Q (22061.050000 sec): 3 clusters
  Score: Raw -186533.369962 + Penalty 2492.585957 = -184040.784006
  nChanged 11
		SP:Iteration 16Q (22061.160000 sec): 3 clusters
  Score: Raw -186540.782467 + Penalty 2492.585957 = -184048.196510
  nChanged 13
		SP:Iteration 17Q (22061.310000 sec): 3 clusters
  Score: Raw -186550.900101 + Penalty 2492.585957 = -184058.314145
  nChanged 7
		SP:Iteration 18Q (22061.400000 sec): 3 clusters
  Score: Raw -186554.979718 + Penalty 2492.585957 = -184062.393762
  nChanged 5
		SP:Iteration 19Q (22061.500000 sec): 3 clusters
  Score: Raw -186558.002439 + Penalty 2492.585957 = -184065.416482
  nChanged 4
		SP:Iteration 20F (22061.640000 sec): 3 clusters
  Score: Raw -186562.601285 + Penalty 2492.585957 = -184070.015328
  nChanged 4
		SP:Iteration 21Q (22061.740000 sec): 3 clusters
  Score: Raw -186566.758113 + Penalty 2492.585957 = -184074.172156
  nChanged 5
		SP:Iteration 22Q (22061.880000 sec): 3 clusters
  Score: Raw -186570.414565 + Penalty 2492.585957 = -184077.828609
  nChanged 8
		SP:Iteration 23Q (22061.980000 sec): 3 clusters
  Score: Raw -186576.666769 + Penalty 2492.585957 = -184084.080812
  nChanged 8
		SP:Iteration 24Q (22062.080000 sec): 3 clusters
  Score: Raw -186584.863687 + Penalty 2492.585957 = -184092.277730
  nChanged 13
		SP:Iteration 25Q (22062.220000 sec): 3 clusters
  Score: Raw -186593.868227 + Penalty 2492.585957 = -184101.282271
  nChanged 10
		SP:Iteration 26Q (22062.320000 sec): 3 clusters
  Score: Raw -186602.196819 + Penalty 2492.585957 = -184109.610862
  nChanged 8
		SP:Iteration 27Q (22062.460000 sec): 3 clusters
  Score: Raw -186609.096559 + Penalty 2492.585957 = -184116.510602
  nChanged 7
		SP:Iteration 28Q (22062.550000 sec): 3 clusters
  Score: Raw -186618.970647 + Penalty 2492.585957 = -184126.384691
  nChanged 9
		SP:Iteration 29Q (22062.650000 sec): 3 clusters
  Score: Raw -186626.538979 + Penalty 2492.585957 = -184133.953023
  nChanged 9
		SP:Iteration 30Q (22062.800000 sec): 3 clusters
  Score: Raw -186631.813984 + Penalty 2492.585957 = -184139.228028
  nChanged 7
		SP:Iteration 31Q (22062.890000 sec): 3 clusters
  Score: Raw -186638.226149 + Penalty 2492.585957 = -184145.640193
  nChanged 6
		SP:Iteration 32Q (22063.030000 sec): 3 clusters
  Score: Raw -186643.330053 + Penalty 2492.585957 = -184150.744097
  nChanged 12
		SP:Iteration 33Q (22063.130000 sec): 3 clusters
  Score: Raw -186650.051896 + Penalty 2492.585957 = -184157.465939
  nChanged 8
		SP:Iteration 34Q (22063.270000 sec): 3 clusters
  Score: Raw -186657.249619 + Penalty 2492.585957 = -184164.663663
  nChanged 5
		SP:Iteration 35Q (22063.370000 sec): 3 clusters
  Score: Raw -186661.541942 + Penalty 2492.585957 = -184168.955986
  nChanged 4
		SP:Iteration 36Q (22063.460000 sec): 3 clusters
  Score: Raw -186663.777055 + Penalty 2492.585957 = -184171.191098
  nChanged 3
		SP:Iteration 37Q (22063.610000 sec): 3 clusters
  Score: Raw -186665.260295 + Penalty 2492.585957 = -184172.674339
  nChanged 1
		SP:Iteration 38Q (22063.700000 sec): 3 clusters
  Score: Raw -186665.591022 + Penalty 2492.585957 = -184173.005065
  nChanged 1
		SP:Iteration 39Q (22063.850000 sec): 3 clusters
  Score: Raw -186666.007792 + Penalty 2492.585957 = -184173.421835
  nChanged 0
		SP:Iteration 40F (22063.940000 sec): 3 clusters
  Score: Raw -186666.007792 + Penalty 2492.585957 = -184173.421835
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 67 (109994 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (22064.660000 sec): 2 clusters
  Score: Raw -9919158.506545 + Penalty 1886.329428 = -9917272.177116
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (22065.700000 sec): 3 clusters
  Score: Raw -9847519.067062 + Penalty 3772.658857 = -9843746.408205
  nChanged 52554
		SP:Iteration 1F (22066.710000 sec): 3 clusters
  Score: Raw -9879182.385360 + Penalty 3772.658857 = -9875409.726503
  nChanged 5620
		SP:Iteration 2F (22067.770000 sec): 3 clusters
  Score: Raw -9881648.635986 + Penalty 3772.658857 = -9877875.977129
  nChanged 7206
		SP:Iteration 3F (22068.700000 sec): 3 clusters
  Score: Raw -9885882.776775 + Penalty 3772.658857 = -9882110.117918
  nChanged 8523
		SP:Iteration 4F (22069.730000 sec): 3 clusters
  Score: Raw -9892006.653018 + Penalty 3772.658857 = -9888233.994161
  nChanged 8800
		SP:Iteration 5F (22070.560000 sec): 3 clusters
  Score: Raw -9899051.473131 + Penalty 3772.658857 = -9895278.814274
  nChanged 7846
		SP:Iteration 6F (22071.380000 sec): 3 clusters
  Score: Raw -9905730.539857 + Penalty 3772.658857 = -9901957.881000
  nChanged 6265
		SP:Iteration 7F (22072.250000 sec): 3 clusters
  Score: Raw -9911344.465900 + Penalty 3772.658857 = -9907571.807043
  nChanged 4428
		SP:Iteration 8Q (22073.150000 sec): 3 clusters
  Score: Raw -9915490.925342 + Penalty 3772.658857 = -9911718.266485
  nChanged 2484
		SP:Iteration 9Q (22074.100000 sec): 3 clusters
  Score: Raw -9917845.840758 + Penalty 3772.658857 = -9914073.181901
  nChanged 1049
		SP:Iteration 10Q (22074.970000 sec): 3 clusters
  Score: Raw -9918804.915476 + Penalty 3772.658857 = -9915032.256619
  nChanged 318
		SP:Iteration 11Q (22075.820000 sec): 3 clusters
  Score: Raw -9919108.793978 + Penalty 3772.658857 = -9915336.135121
  nChanged 111
		SP:Iteration 12Q (22076.640000 sec): 3 clusters
  Score: Raw -9919228.868968 + Penalty 3772.658857 = -9915456.210111
  nChanged 49
		SP:Iteration 13Q (22077.420000 sec): 3 clusters
  Score: Raw -9919296.858118 + Penalty 3772.658857 = -9915524.199261
  nChanged 23
		SP:Iteration 14Q (22078.280000 sec): 3 clusters
  Score: Raw -9919332.421238 + Penalty 3772.658857 = -9915559.762382
  nChanged 17
		SP:Iteration 15Q (22079.070000 sec): 3 clusters
  Score: Raw -9919358.903040 + Penalty 3772.658857 = -9915586.244183
  nChanged 14
		SP:Iteration 16Q (22079.830000 sec): 3 clusters
  Score: Raw -9919375.116022 + Penalty 3772.658857 = -9915602.457165
  nChanged 11
		SP:Iteration 17Q (22080.640000 sec): 3 clusters
  Score: Raw -9919392.769239 + Penalty 3772.658857 = -9915620.110383
  nChanged 8
		SP:Iteration 18Q (22081.540000 sec): 3 clusters
  Score: Raw -9919401.344513 + Penalty 3772.658857 = -9915628.685656
  nChanged 3
		SP:Iteration 19Q (22082.340000 sec): 3 clusters
  Score: Raw -9919406.709695 + Penalty 3772.658857 = -9915634.050838
  nChanged 1
		SP:Iteration 20F (22083.130000 sec): 3 clusters
  Score: Raw -9919408.025404 + Penalty 3772.658857 = -9915635.366547
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 68 (3095 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (22083.240000 sec): 2 clusters
  Score: Raw -268513.179662 + Penalty 1306.100768 = -267207.078895
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (22083.350000 sec): 3 clusters
  Score: Raw -267060.818472 + Penalty 2612.201535 = -264448.616937
  nChanged 1127
		SP:Iteration 1F (22083.520000 sec): 3 clusters
  Score: Raw -267777.335743 + Penalty 2612.201535 = -265165.134208
  nChanged 255
		SP:Iteration 2F (22083.680000 sec): 3 clusters
  Score: Raw -267972.759975 + Penalty 2612.201535 = -265360.558439
  nChanged 206
		SP:Iteration 3F (22083.820000 sec): 3 clusters
  Score: Raw -268130.156839 + Penalty 2612.201535 = -265517.955303
  nChanged 171
		SP:Iteration 4F (22083.960000 sec): 3 clusters
  Score: Raw -268273.279586 + Penalty 2612.201535 = -265661.078051
  nChanged 148
		SP:Iteration 5Q (22084.110000 sec): 3 clusters
  Score: Raw -268404.299028 + Penalty 2612.201535 = -265792.097493
  nChanged 113
		SP:Iteration 6Q (22084.250000 sec): 3 clusters
  Score: Raw -268498.403407 + Penalty 2612.201535 = -265886.201872
  nChanged 111
		SP:Iteration 7Q (22084.390000 sec): 3 clusters
  Score: Raw -268593.643475 + Penalty 2612.201535 = -265981.441940
  nChanged 91
		SP:Iteration 8Q (22084.530000 sec): 3 clusters
  Score: Raw -268668.455531 + Penalty 2612.201535 = -266056.253996
  nChanged 75
		SP:Iteration 9Q (22084.680000 sec): 3 clusters
  Score: Raw -268733.072775 + Penalty 2612.201535 = -266120.871240
  nChanged 68
		SP:Iteration 10Q (22084.780000 sec): 3 clusters
  Score: Raw -268790.290662 + Penalty 2612.201535 = -266178.089127
  nChanged 49
		SP:Iteration 11Q (22084.930000 sec): 3 clusters
  Score: Raw -268833.464302 + Penalty 2612.201535 = -266221.262767
  nChanged 49
		SP:Iteration 12Q (22085.020000 sec): 3 clusters
  Score: Raw -268883.538693 + Penalty 2612.201535 = -266271.337158
  nChanged 52
		SP:Iteration 13Q (22085.170000 sec): 3 clusters
  Score: Raw -268921.800481 + Penalty 2612.201535 = -266309.598946
  nChanged 46
		SP:Iteration 14Q (22085.310000 sec): 3 clusters
  Score: Raw -268955.060887 + Penalty 2612.201535 = -266342.859351
  nChanged 39
		SP:Iteration 15Q (22085.400000 sec): 3 clusters
  Score: Raw -268992.454822 + Penalty 2612.201535 = -266380.253287
  nChanged 46
		SP:Iteration 16Q (22085.550000 sec): 3 clusters
  Score: Raw -269023.801472 + Penalty 2612.201535 = -266411.599937
  nChanged 46
		SP:Iteration 17Q (22085.640000 sec): 3 clusters
  Score: Raw -269065.212006 + Penalty 2612.201535 = -266453.010471
  nChanged 46
		SP:Iteration 18Q (22085.740000 sec): 3 clusters
  Score: Raw -269103.508394 + Penalty 2612.201535 = -266491.306859
  nChanged 39
		SP:Iteration 19Q (22085.840000 sec): 3 clusters
  Score: Raw -269129.754068 + Penalty 2612.201535 = -266517.552533
  nChanged 36
		SP:Iteration 20F (22085.930000 sec): 3 clusters
  Score: Raw -269158.633815 + Penalty 2612.201535 = -266546.432280
  nChanged 31
		SP:Iteration 21Q (22086.030000 sec): 3 clusters
  Score: Raw -269185.497119 + Penalty 2612.201535 = -266573.295584
  nChanged 41
		SP:Iteration 22Q (22086.120000 sec): 3 clusters
  Score: Raw -269228.352731 + Penalty 2612.201535 = -266616.151196
  nChanged 47
		SP:Iteration 23Q (22086.220000 sec): 3 clusters
  Score: Raw -269280.632481 + Penalty 2612.201535 = -266668.430946
  nChanged 53
		SP:Iteration 24Q (22086.390000 sec): 3 clusters
  Score: Raw -269336.683443 + Penalty 2612.201535 = -266724.481908
  nChanged 39
		SP:Iteration 25Q (22086.580000 sec): 3 clusters
  Score: Raw -269381.694278 + Penalty 2612.201535 = -266769.492743
  nChanged 42
		SP:Iteration 26Q (22086.750000 sec): 3 clusters
  Score: Raw -269432.441050 + Penalty 2612.201535 = -266820.239515
  nChanged 45
		SP:Iteration 27Q (22086.890000 sec): 3 clusters
  Score: Raw -269496.089112 + Penalty 2612.201535 = -266883.887577
  nChanged 52
		SP:Iteration 28Q (22087.090000 sec): 3 clusters
  Score: Raw -269577.058554 + Penalty 2612.201535 = -266964.857018
  nChanged 49
		SP:Iteration 29Q (22087.230000 sec): 3 clusters
  Score: Raw -269628.330664 + Penalty 2612.201535 = -267016.129129
  nChanged 29
		SP:Iteration 30Q (22087.380000 sec): 3 clusters
  Score: Raw -269649.348963 + Penalty 2612.201535 = -267037.147428
  nChanged 14
		SP:Iteration 31Q (22087.520000 sec): 3 clusters
  Score: Raw -269658.951825 + Penalty 2612.201535 = -267046.750290
  nChanged 10
		SP:Iteration 32Q (22087.660000 sec): 3 clusters
  Score: Raw -269664.166035 + Penalty 2612.201535 = -267051.964500
  nChanged 5
		SP:Iteration 33Q (22087.810000 sec): 3 clusters
  Score: Raw -269666.580555 + Penalty 2612.201535 = -267054.379019
  nChanged 1
		SP:Iteration 34Q (22087.950000 sec): 3 clusters
  Score: Raw -269667.100806 + Penalty 2612.201535 = -267054.899271
  nChanged 0
		SP:Iteration 35F (22088.100000 sec): 3 clusters
  Score: Raw -269667.100806 + Penalty 2612.201535 = -267054.899271
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 69 (1491 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (22088.170000 sec): 2 clusters
  Score: Raw -130909.945349 + Penalty 1187.420376 = -129722.524972
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (22088.300000 sec): 3 clusters
  Score: Raw -130318.900854 + Penalty 2374.840752 = -127944.060102
  nChanged 491
		SP:Iteration 1F (22088.400000 sec): 3 clusters
  Score: Raw -130678.014855 + Penalty 2374.840752 = -128303.174103
  nChanged 123
		SP:Iteration 2F (22088.540000 sec): 3 clusters
  Score: Raw -130783.833696 + Penalty 2374.840752 = -128408.992944
  nChanged 69
		SP:Iteration 3Q (22088.630000 sec): 3 clusters
  Score: Raw -130830.977476 + Penalty 2374.840752 = -128456.136724
  nChanged 41
		SP:Iteration 4Q (22088.780000 sec): 3 clusters
  Score: Raw -130857.997657 + Penalty 2374.840752 = -128483.156904
  nChanged 34
		SP:Iteration 5Q (22088.870000 sec): 3 clusters
  Score: Raw -130880.491566 + Penalty 2374.840752 = -128505.650813
  nChanged 22
		SP:Iteration 6Q (22088.970000 sec): 3 clusters
  Score: Raw -130897.019883 + Penalty 2374.840752 = -128522.179131
  nChanged 21
		SP:Iteration 7Q (22089.110000 sec): 3 clusters
  Score: Raw -130912.928468 + Penalty 2374.840752 = -128538.087716
  nChanged 15
		SP:Iteration 8Q (22089.210000 sec): 3 clusters
  Score: Raw -130924.970309 + Penalty 2374.840752 = -128550.129556
  nChanged 13
		SP:Iteration 9Q (22089.350000 sec): 3 clusters
  Score: Raw -130936.204767 + Penalty 2374.840752 = -128561.364015
  nChanged 13
		SP:Iteration 10Q (22089.450000 sec): 3 clusters
  Score: Raw -130947.084646 + Penalty 2374.840752 = -128572.243894
  nChanged 14
		SP:Iteration 11Q (22089.550000 sec): 3 clusters
  Score: Raw -130962.536951 + Penalty 2374.840752 = -128587.696199
  nChanged 11
		SP:Iteration 12Q (22089.640000 sec): 3 clusters
  Score: Raw -130967.249294 + Penalty 2374.840752 = -128592.408542
  nChanged 8
		SP:Iteration 13Q (22089.740000 sec): 3 clusters
  Score: Raw -130971.486562 + Penalty 2374.840752 = -128596.645809
  nChanged 4
		SP:Iteration 14Q (22089.890000 sec): 3 clusters
  Score: Raw -130974.304158 + Penalty 2374.840752 = -128599.463405
  nChanged 3
		SP:Iteration 15Q (22090.030000 sec): 3 clusters
  Score: Raw -130977.568375 + Penalty 2374.840752 = -128602.727623
  nChanged 4
		SP:Iteration 16Q (22090.170000 sec): 3 clusters
  Score: Raw -130979.340957 + Penalty 2374.840752 = -128604.500205
  nChanged 2
		SP:Iteration 17Q (22090.260000 sec): 3 clusters
  Score: Raw -130979.932566 + Penalty 2374.840752 = -128605.091814
  nChanged 1
		SP:Iteration 18Q (22090.410000 sec): 3 clusters
  Score: Raw -130980.209469 + Penalty 2374.840752 = -128605.368717
  nChanged 0
		SP:Iteration 19F (22090.510000 sec): 3 clusters
  Score: Raw -130980.209469 + Penalty 2374.840752 = -128605.368717
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 70 (478 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (22090.550000 sec): 2 clusters
  Score: Raw -44993.574991 + Penalty 1002.561744 = -43991.013247
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (22090.700000 sec): 3 clusters
  Score: Raw -44934.562833 + Penalty 2005.123488 = -42929.439344
  nChanged 109
		SP:Iteration 1F (22090.840000 sec): 3 clusters
  Score: Raw -45061.990071 + Penalty 2005.123488 = -43056.866583
  nChanged 24
		SP:Iteration 2F (22090.980000 sec): 3 clusters
  Score: Raw -45105.806764 + Penalty 2005.123488 = -43100.683276
  nChanged 10
		SP:Iteration 3Q (22091.080000 sec): 3 clusters
  Score: Raw -45125.891228 + Penalty 2005.123488 = -43120.767740
  nChanged 9
		SP:Iteration 4Q (22091.220000 sec): 3 clusters
  Score: Raw -45136.411390 + Penalty 2005.123488 = -43131.287902
  nChanged 3
		SP:Iteration 5Q (22091.380000 sec): 3 clusters
  Score: Raw -45138.883160 + Penalty 2005.123488 = -43133.759672
  nChanged 3
		SP:Iteration 6Q (22091.550000 sec): 3 clusters
  Score: Raw -45146.828295 + Penalty 2005.123488 = -43141.704807
  nChanged 2
		SP:Iteration 7Q (22091.730000 sec): 3 clusters
  Score: Raw -45151.277999 + Penalty 2005.123488 = -43146.154511
  nChanged 2
		SP:Iteration 8Q (22091.920000 sec): 3 clusters
  Score: Raw -45152.857183 + Penalty 2005.123488 = -43147.733695
  nChanged 1
		SP:Iteration 9Q (22092.050000 sec): 3 clusters
  Score: Raw -45154.339051 + Penalty 2005.123488 = -43149.215562
  nChanged 0
		SP:Iteration 10F (22092.210000 sec): 3 clusters
  Score: Raw -45154.339051 + Penalty 2005.123488 = -43149.215562
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 71 (4943 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (22092.390000 sec): 2 clusters
  Score: Raw -424133.349549 + Penalty 1382.180753 = -422751.168796
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (22092.550000 sec): 3 clusters
  Score: Raw -421567.489529 + Penalty 2764.361507 = -418803.128022
  nChanged 2049
		SP:Iteration 1F (22092.730000 sec): 3 clusters
  Score: Raw -422740.925990 + Penalty 2764.361507 = -419976.564483
  nChanged 351
		SP:Iteration 2F (22092.900000 sec): 3 clusters
  Score: Raw -422923.329818 + Penalty 2764.361507 = -420158.968311
  nChanged 258
		SP:Iteration 3F (22093.070000 sec): 3 clusters
  Score: Raw -423047.184993 + Penalty 2764.361507 = -420282.823486
  nChanged 197
		SP:Iteration 4Q (22093.260000 sec): 3 clusters
  Score: Raw -423145.306586 + Penalty 2764.361507 = -420380.945080
  nChanged 165
		SP:Iteration 5Q (22093.430000 sec): 3 clusters
  Score: Raw -423222.179825 + Penalty 2764.361507 = -420457.818318
  nChanged 137
		SP:Iteration 6Q (22093.610000 sec): 3 clusters
  Score: Raw -423274.653115 + Penalty 2764.361507 = -420510.291608
  nChanged 134
		SP:Iteration 7Q (22093.770000 sec): 3 clusters
  Score: Raw -423333.694717 + Penalty 2764.361507 = -420569.333211
  nChanged 125
		SP:Iteration 8Q (22093.950000 sec): 3 clusters
  Score: Raw -423399.022202 + Penalty 2764.361507 = -420634.660695
  nChanged 143
		SP:Iteration 9Q (22094.120000 sec): 3 clusters
  Score: Raw -423482.979039 + Penalty 2764.361507 = -420718.617532
  nChanged 159
		SP:Iteration 10Q (22094.300000 sec): 3 clusters
  Score: Raw -423583.529505 + Penalty 2764.361507 = -420819.167998
  nChanged 161
		SP:Iteration 11Q (22094.520000 sec): 3 clusters
  Score: Raw -423692.323474 + Penalty 2764.361507 = -420927.961968
  nChanged 152
		SP:Iteration 12Q (22094.670000 sec): 3 clusters
  Score: Raw -423798.791277 + Penalty 2764.361507 = -421034.429770
  nChanged 168
		SP:Iteration 13Q (22094.870000 sec): 3 clusters
  Score: Raw -423895.515380 + Penalty 2764.361507 = -421131.153873
  nChanged 133
		SP:Iteration 14Q (22095.030000 sec): 3 clusters
  Score: Raw -423994.271963 + Penalty 2764.361507 = -421229.910457
  nChanged 140
		SP:Iteration 15Q (22095.210000 sec): 3 clusters
  Score: Raw -424108.902303 + Penalty 2764.361507 = -421344.540797
  nChanged 145
		SP:Iteration 16Q (22095.390000 sec): 3 clusters
  Score: Raw -424218.331751 + Penalty 2764.361507 = -421453.970244
  nChanged 122
		SP:Iteration 17Q (22095.560000 sec): 3 clusters
  Score: Raw -424291.388963 + Penalty 2764.361507 = -421527.027456
  nChanged 97
		SP:Iteration 18Q (22095.740000 sec): 3 clusters
  Score: Raw -424353.670393 + Penalty 2764.361507 = -421589.308886
  nChanged 71
		SP:Iteration 19Q (22095.920000 sec): 3 clusters
  Score: Raw -424391.538929 + Penalty 2764.361507 = -421627.177422
  nChanged 63
		SP:Iteration 20F (22096.100000 sec): 3 clusters
  Score: Raw -424418.378665 + Penalty 2764.361507 = -421654.017158
  nChanged 55
		SP:Iteration 21Q (22096.270000 sec): 3 clusters
  Score: Raw -424442.546146 + Penalty 2764.361507 = -421678.184639
  nChanged 52
		SP:Iteration 22Q (22096.500000 sec): 3 clusters
  Score: Raw -424463.221612 + Penalty 2764.361507 = -421698.860106
  nChanged 47
		SP:Iteration 23Q (22096.630000 sec): 3 clusters
  Score: Raw -424482.830811 + Penalty 2764.361507 = -421718.469304
  nChanged 39
		SP:Iteration 24Q (22096.850000 sec): 3 clusters
  Score: Raw -424498.104548 + Penalty 2764.361507 = -421733.743042
  nChanged 26
		SP:Iteration 25Q (22097.100000 sec): 3 clusters
  Score: Raw -424506.698540 + Penalty 2764.361507 = -421742.337033
  nChanged 26
		SP:Iteration 26Q (22097.300000 sec): 3 clusters
  Score: Raw -424515.717553 + Penalty 2764.361507 = -421751.356046
  nChanged 21
		SP:Iteration 27Q (22097.580000 sec): 3 clusters
  Score: Raw -424522.492759 + Penalty 2764.361507 = -421758.131252
  nChanged 19
		SP:Iteration 28Q (22097.750000 sec): 3 clusters
  Score: Raw -424529.263652 + Penalty 2764.361507 = -421764.902145
  nChanged 20
		SP:Iteration 29Q (22097.880000 sec): 3 clusters
  Score: Raw -424536.901160 + Penalty 2764.361507 = -421772.539653
  nChanged 26
		SP:Iteration 30Q (22098.040000 sec): 3 clusters
  Score: Raw -424553.775385 + Penalty 2764.361507 = -421789.413878
  nChanged 32
		SP:Iteration 31Q (22098.200000 sec): 3 clusters
  Score: Raw -424575.192067 + Penalty 2764.361507 = -421810.830560
  nChanged 39
		SP:Iteration 32Q (22098.350000 sec): 3 clusters
  Score: Raw -424611.438792 + Penalty 2764.361507 = -421847.077285
  nChanged 51
		SP:Iteration 33Q (22098.510000 sec): 3 clusters
  Score: Raw -424649.187626 + Penalty 2764.361507 = -421884.826119
  nChanged 51
		SP:Iteration 34Q (22098.660000 sec): 3 clusters
  Score: Raw -424686.657957 + Penalty 2764.361507 = -421922.296450
  nChanged 56
		SP:Iteration 35Q (22098.820000 sec): 3 clusters
  Score: Raw -424730.509915 + Penalty 2764.361507 = -421966.148408
  nChanged 50
		SP:Iteration 36Q (22098.980000 sec): 3 clusters
  Score: Raw -424768.724616 + Penalty 2764.361507 = -422004.363109
  nChanged 37
		SP:Iteration 37Q (22099.130000 sec): 3 clusters
  Score: Raw -424789.609390 + Penalty 2764.361507 = -422025.247883
  nChanged 32
		SP:Iteration 38Q (22099.290000 sec): 3 clusters
  Score: Raw -424800.942648 + Penalty 2764.361507 = -422036.581141
  nChanged 19
		SP:Iteration 39Q (22099.440000 sec): 3 clusters
  Score: Raw -424806.111282 + Penalty 2764.361507 = -422041.749775
  nChanged 10
		SP:Iteration 40F (22099.600000 sec): 3 clusters
  Score: Raw -424808.604041 + Penalty 2764.361507 = -422044.242534
  nChanged 8
		SP:Iteration 41Q (22099.760000 sec): 3 clusters
  Score: Raw -424810.469104 + Penalty 2764.361507 = -422046.107598
  nChanged 5
		SP:Iteration 42Q (22099.920000 sec): 3 clusters
  Score: Raw -424811.582641 + Penalty 2764.361507 = -422047.221134
  nChanged 4
		SP:Iteration 43Q (22100.070000 sec): 3 clusters
  Score: Raw -424812.065913 + Penalty 2764.361507 = -422047.704406
  nChanged 1
		SP:Iteration 44Q (22100.230000 sec): 3 clusters
  Score: Raw -424812.239292 + Penalty 2764.361507 = -422047.877785
  nChanged 1
		SP:Iteration 45Q (22100.380000 sec): 3 clusters
  Score: Raw -424812.535042 + Penalty 2764.361507 = -422048.173536
  nChanged 0
		SP:Iteration 46F (22100.540000 sec): 3 clusters
  Score: Raw -424812.535042 + Penalty 2764.361507 = -422048.173536
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 72 (940 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (22100.610000 sec): 2 clusters
  Score: Raw -77381.229413 + Penalty 1112.455480 = -76268.773933
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (22100.780000 sec): 3 clusters
  Score: Raw -77145.553276 + Penalty 2224.910959 = -74920.642316
  nChanged 279
		SP:Iteration 1F (22100.930000 sec): 3 clusters
  Score: Raw -77518.134088 + Penalty 2224.910959 = -75293.223128
  nChanged 98
		SP:Iteration 2F (22101.090000 sec): 3 clusters
  Score: Raw -77731.129474 + Penalty 2224.910959 = -75506.218514
  nChanged 69
		SP:Iteration 3F (22101.250000 sec): 3 clusters
  Score: Raw -77851.038346 + Penalty 2224.910959 = -75626.127387
  nChanged 57
		SP:Iteration 4F (22101.410000 sec): 3 clusters
  Score: Raw -77939.214465 + Penalty 2224.910959 = -75714.303505
  nChanged 40
		SP:Iteration 5Q (22101.580000 sec): 3 clusters
  Score: Raw -77995.626842 + Penalty 2224.910959 = -75770.715883
  nChanged 23
		SP:Iteration 6Q (22101.750000 sec): 3 clusters
  Score: Raw -78022.625143 + Penalty 2224.910959 = -75797.714184
  nChanged 13
		SP:Iteration 7Q (22101.930000 sec): 3 clusters
  Score: Raw -78038.261304 + Penalty 2224.910959 = -75813.350345
  nChanged 5
		SP:Iteration 8Q (22102.100000 sec): 3 clusters
  Score: Raw -78043.528039 + Penalty 2224.910959 = -75818.617080
  nChanged 4
		SP:Iteration 9Q (22102.280000 sec): 3 clusters
  Score: Raw -78054.691743 + Penalty 2224.910959 = -75829.780784
  nChanged 2
		SP:Iteration 10Q (22102.460000 sec): 3 clusters
  Score: Raw -78057.257032 + Penalty 2224.910959 = -75832.346072
  nChanged 2
		SP:Iteration 11Q (22102.630000 sec): 3 clusters
  Score: Raw -78064.322112 + Penalty 2224.910959 = -75839.411152
  nChanged 4
		SP:Iteration 12Q (22102.810000 sec): 3 clusters
  Score: Raw -78072.695561 + Penalty 2224.910959 = -75847.784601
  nChanged 8
		SP:Iteration 13Q (22102.980000 sec): 3 clusters
  Score: Raw -78079.825623 + Penalty 2224.910959 = -75854.914663
  nChanged 2
		SP:Iteration 14Q (22103.160000 sec): 3 clusters
  Score: Raw -78081.544953 + Penalty 2224.910959 = -75856.633994
  nChanged 0
		SP:Iteration 15F (22103.340000 sec): 3 clusters
  Score: Raw -78081.544953 + Penalty 2224.910959 = -75856.633994
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 73 (795 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (22103.420000 sec): 2 clusters
  Score: Raw -59415.515395 + Penalty 1085.230594 = -58330.284802
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (22103.600000 sec): 3 clusters
  Score: Raw -59204.400012 + Penalty 2170.461187 = -57033.938825
  nChanged 229
		SP:Iteration 1F (22103.780000 sec): 3 clusters
  Score: Raw -59481.959778 + Penalty 2170.461187 = -57311.498590
  nChanged 66
		SP:Iteration 2F (22103.950000 sec): 3 clusters
  Score: Raw -59627.748987 + Penalty 2170.461187 = -57457.287799
  nChanged 46
		SP:Iteration 3F (22104.130000 sec): 3 clusters
  Score: Raw -59708.274635 + Penalty 2170.461187 = -57537.813448
  nChanged 29
		SP:Iteration 4Q (22104.300000 sec): 3 clusters
  Score: Raw -59750.328876 + Penalty 2170.461187 = -57579.867689
  nChanged 26
		SP:Iteration 5Q (22104.470000 sec): 3 clusters
  Score: Raw -59796.665619 + Penalty 2170.461187 = -57626.204432
  nChanged 16
		SP:Iteration 6Q (22104.630000 sec): 3 clusters
  Score: Raw -59822.768843 + Penalty 2170.461187 = -57652.307656
  nChanged 10
		SP:Iteration 7Q (22104.790000 sec): 3 clusters
  Score: Raw -59832.224823 + Penalty 2170.461187 = -57661.763636
  nChanged 6
		SP:Iteration 8Q (22105.020000 sec): 3 clusters
  Score: Raw -59837.271685 + Penalty 2170.461187 = -57666.810498
  nChanged 7
		SP:Iteration 9Q (22105.160000 sec): 3 clusters
  Score: Raw -59845.824198 + Penalty 2170.461187 = -57675.363011
  nChanged 9
		SP:Iteration 10Q (22105.340000 sec): 3 clusters
  Score: Raw -59854.860531 + Penalty 2170.461187 = -57684.399343
  nChanged 6
		SP:Iteration 11Q (22105.510000 sec): 3 clusters
  Score: Raw -59862.829363 + Penalty 2170.461187 = -57692.368175
  nChanged 4
		SP:Iteration 12Q (22105.680000 sec): 3 clusters
  Score: Raw -59867.205606 + Penalty 2170.461187 = -57696.744418
  nChanged 4
		SP:Iteration 13Q (22105.900000 sec): 3 clusters
  Score: Raw -59872.307448 + Penalty 2170.461187 = -57701.846261
  nChanged 5
		SP:Iteration 14Q (22106.040000 sec): 3 clusters
  Score: Raw -59885.256924 + Penalty 2170.461187 = -57714.795737
  nChanged 7
		SP:Iteration 15Q (22106.250000 sec): 3 clusters
  Score: Raw -59893.047204 + Penalty 2170.461187 = -57722.586017
  nChanged 4
		SP:Iteration 16Q (22106.390000 sec): 3 clusters
  Score: Raw -59898.879551 + Penalty 2170.461187 = -57728.418363
  nChanged 3
		SP:Iteration 17Q (22106.550000 sec): 3 clusters
  Score: Raw -59903.218156 + Penalty 2170.461187 = -57732.756969
  nChanged 6
		SP:Iteration 18Q (22106.710000 sec): 3 clusters
  Score: Raw -59913.174958 + Penalty 2170.461187 = -57742.713771
  nChanged 5
		SP:Iteration 19Q (22106.900000 sec): 3 clusters
  Score: Raw -59921.962253 + Penalty 2170.461187 = -57751.501066
  nChanged 7
		SP:Iteration 20F (22107.080000 sec): 3 clusters
  Score: Raw -59931.953850 + Penalty 2170.461187 = -57761.492662
  nChanged 5
		SP:Iteration 21Q (22107.240000 sec): 3 clusters
  Score: Raw -59939.985831 + Penalty 2170.461187 = -57769.524644
  nChanged 5
		SP:Iteration 22Q (22107.410000 sec): 3 clusters
  Score: Raw -59943.794922 + Penalty 2170.461187 = -57773.333735
  nChanged 3
		SP:Iteration 23Q (22107.550000 sec): 3 clusters
  Score: Raw -59949.981379 + Penalty 2170.461187 = -57779.520191
  nChanged 0
		SP:Iteration 24F (22107.670000 sec): 3 clusters
  Score: Raw -59949.981379 + Penalty 2170.461187 = -57779.520191
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 74 (923 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (22107.760000 sec): 2 clusters
  Score: Raw -56413.779656 + Penalty 1109.489751 = -55304.289905
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (22107.920000 sec): 3 clusters
  Score: Raw -56184.425449 + Penalty 2218.979501 = -53965.445948
  nChanged 298
		SP:Iteration 1F (22108.080000 sec): 3 clusters
  Score: Raw -56585.783008 + Penalty 2218.979501 = -54366.803507
  nChanged 96
		SP:Iteration 2F (22108.240000 sec): 3 clusters
  Score: Raw -56769.480399 + Penalty 2218.979501 = -54550.500897
  nChanged 48
		SP:Iteration 3F (22108.420000 sec): 3 clusters
  Score: Raw -56856.199180 + Penalty 2218.979501 = -54637.219678
  nChanged 37
		SP:Iteration 4Q (22108.570000 sec): 3 clusters
  Score: Raw -56909.859500 + Penalty 2218.979501 = -54690.879999
  nChanged 20
		SP:Iteration 5Q (22108.680000 sec): 3 clusters
  Score: Raw -56931.457043 + Penalty 2218.979501 = -54712.477541
  nChanged 10
		SP:Iteration 6Q (22108.830000 sec): 3 clusters
  Score: Raw -56943.497454 + Penalty 2218.979501 = -54724.517953
  nChanged 9
		SP:Iteration 7Q (22108.930000 sec): 3 clusters
  Score: Raw -56959.928356 + Penalty 2218.979501 = -54740.948855
  nChanged 11
		SP:Iteration 8Q (22109.020000 sec): 3 clusters
  Score: Raw -56978.680082 + Penalty 2218.979501 = -54759.700581
  nChanged 7
		SP:Iteration 9Q (22109.220000 sec): 3 clusters
  Score: Raw -56984.636286 + Penalty 2218.979501 = -54765.656785
  nChanged 4
		SP:Iteration 10Q (22109.390000 sec): 3 clusters
  Score: Raw -56987.732124 + Penalty 2218.979501 = -54768.752623
  nChanged 2
		SP:Iteration 11Q (22109.560000 sec): 3 clusters
  Score: Raw -56989.343840 + Penalty 2218.979501 = -54770.364339
  nChanged 1
		SP:Iteration 12Q (22109.690000 sec): 3 clusters
  Score: Raw -56990.123493 + Penalty 2218.979501 = -54771.143992
  nChanged 2
		SP:Iteration 13Q (22109.830000 sec): 3 clusters
  Score: Raw -56992.245384 + Penalty 2218.979501 = -54773.265883
  nChanged 1
		SP:Iteration 14Q (22110.020000 sec): 3 clusters
  Score: Raw -56992.734835 + Penalty 2218.979501 = -54773.755334
  nChanged 0
		SP:Iteration 15F (22110.160000 sec): 3 clusters
  Score: Raw -56992.734835 + Penalty 2218.979501 = -54773.755334
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 75 (5446 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (22110.320000 sec): 2 clusters
  Score: Raw -472928.975007 + Penalty 1397.928459 = -471531.046547
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (22110.500000 sec): 3 clusters
  Score: Raw -470078.275279 + Penalty 2795.856919 = -467282.418360
  nChanged 2200
		SP:Iteration 1F (22110.710000 sec): 3 clusters
  Score: Raw -471225.414456 + Penalty 2795.856919 = -468429.557537
  nChanged 361
		SP:Iteration 2F (22110.860000 sec): 3 clusters
  Score: Raw -471395.267946 + Penalty 2795.856919 = -468599.411027
  nChanged 277
		SP:Iteration 3F (22111.090000 sec): 3 clusters
  Score: Raw -471514.048654 + Penalty 2795.856919 = -468718.191735
  nChanged 203
		SP:Iteration 4Q (22111.260000 sec): 3 clusters
  Score: Raw -471603.404985 + Penalty 2795.856919 = -468807.548066
  nChanged 181
		SP:Iteration 5Q (22111.490000 sec): 3 clusters
  Score: Raw -471682.768152 + Penalty 2795.856919 = -468886.911233
  nChanged 183
		SP:Iteration 6Q (22111.620000 sec): 3 clusters
  Score: Raw -471769.016267 + Penalty 2795.856919 = -468973.159348
  nChanged 190
		SP:Iteration 7Q (22111.820000 sec): 3 clusters
  Score: Raw -471861.890808 + Penalty 2795.856919 = -469066.033889
  nChanged 176
		SP:Iteration 8Q (22112.000000 sec): 3 clusters
  Score: Raw -471957.939174 + Penalty 2795.856919 = -469162.082255
  nChanged 181
		SP:Iteration 9Q (22112.200000 sec): 3 clusters
  Score: Raw -472051.927964 + Penalty 2795.856919 = -469256.071045
  nChanged 194
		SP:Iteration 10Q (22112.320000 sec): 3 clusters
  Score: Raw -472153.493987 + Penalty 2795.856919 = -469357.637068
  nChanged 201
		SP:Iteration 11Q (22112.490000 sec): 3 clusters
  Score: Raw -472292.186130 + Penalty 2795.856919 = -469496.329211
  nChanged 192
		SP:Iteration 12Q (22112.690000 sec): 3 clusters
  Score: Raw -472430.735091 + Penalty 2795.856919 = -469634.878172
  nChanged 193
		SP:Iteration 13Q (22112.760000 sec): 3 clusters
  Score: Raw -472583.328968 + Penalty 2795.856919 = -469787.472049
  nChanged 154
		SP:Iteration 14Q (22112.860000 sec): 3 clusters
  Score: Raw -472691.145976 + Penalty 2795.856919 = -469895.289057
  nChanged 124
		SP:Iteration 15Q (22113.070000 sec): 3 clusters
  Score: Raw -472785.420431 + Penalty 2795.856919 = -469989.563512
  nChanged 94
		SP:Iteration 16Q (22113.240000 sec): 3 clusters
  Score: Raw -472853.610692 + Penalty 2795.856919 = -470057.753773
  nChanged 73
		SP:Iteration 17Q (22113.380000 sec): 3 clusters
  Score: Raw -472910.842643 + Penalty 2795.856919 = -470114.985725
  nChanged 54
		SP:Iteration 18Q (22113.530000 sec): 3 clusters
  Score: Raw -472965.981077 + Penalty 2795.856919 = -470170.124159
  nChanged 43
		SP:Iteration 19Q (22113.720000 sec): 3 clusters
  Score: Raw -473004.242610 + Penalty 2795.856919 = -470208.385691
  nChanged 25
		SP:Iteration 20F (22113.880000 sec): 3 clusters
  Score: Raw -473024.464888 + Penalty 2795.856919 = -470228.607969
  nChanged 17
		SP:Iteration 21Q (22114.020000 sec): 3 clusters
  Score: Raw -473040.167002 + Penalty 2795.856919 = -470244.310084
  nChanged 19
		SP:Iteration 22Q (22114.220000 sec): 3 clusters
  Score: Raw -473057.367914 + Penalty 2795.856919 = -470261.510996
  nChanged 20
		SP:Iteration 23Q (22114.460000 sec): 3 clusters
  Score: Raw -473078.659348 + Penalty 2795.856919 = -470282.802429
  nChanged 12
		SP:Iteration 24Q (22114.590000 sec): 3 clusters
  Score: Raw -473089.656068 + Penalty 2795.856919 = -470293.799150
  nChanged 10
		SP:Iteration 25Q (22114.780000 sec): 3 clusters
  Score: Raw -473097.489906 + Penalty 2795.856919 = -470301.632987
  nChanged 4
		SP:Iteration 26Q (22114.940000 sec): 3 clusters
  Score: Raw -473101.313399 + Penalty 2795.856919 = -470305.456481
  nChanged 3
		SP:Iteration 27Q (22115.120000 sec): 3 clusters
  Score: Raw -473103.486654 + Penalty 2795.856919 = -470307.629735
  nChanged 1
		SP:Iteration 28Q (22115.300000 sec): 3 clusters
  Score: Raw -473103.852012 + Penalty 2795.856919 = -470307.995093
  nChanged 1
		SP:Iteration 29Q (22115.500000 sec): 3 clusters
  Score: Raw -473105.263063 + Penalty 2795.856919 = -470309.406144
  nChanged 1
		SP:Iteration 30Q (22115.740000 sec): 3 clusters
  Score: Raw -473106.707715 + Penalty 2795.856919 = -470310.850797
  nChanged 2
		SP:Iteration 31Q (22115.950000 sec): 3 clusters
  Score: Raw -473109.668413 + Penalty 2795.856919 = -470313.811494
  nChanged 0
		SP:Iteration 32F (22116.140000 sec): 3 clusters
  Score: Raw -473109.668413 + Penalty 2795.856919 = -470313.811494
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 76 (1625 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (22116.260000 sec): 2 clusters
  Score: Raw -146253.315425 + Penalty 1201.405253 = -145051.910172
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (22116.470000 sec): 3 clusters
  Score: Raw -145624.828538 + Penalty 2402.810506 = -143222.018032
  nChanged 557
		SP:Iteration 1F (22116.640000 sec): 3 clusters
  Score: Raw -146002.167107 + Penalty 2402.810506 = -143599.356602
  nChanged 123
		SP:Iteration 2F (22116.770000 sec): 3 clusters
  Score: Raw -146113.227153 + Penalty 2402.810506 = -143710.416647
  nChanged 97
		SP:Iteration 3F (22116.960000 sec): 3 clusters
  Score: Raw -146216.507599 + Penalty 2402.810506 = -143813.697093
  nChanged 85
		SP:Iteration 4F (22117.090000 sec): 3 clusters
  Score: Raw -146297.507506 + Penalty 2402.810506 = -143894.697000
  nChanged 69
		SP:Iteration 5Q (22117.300000 sec): 3 clusters
  Score: Raw -146369.111756 + Penalty 2402.810506 = -143966.301250
  nChanged 63
		SP:Iteration 6Q (22117.480000 sec): 3 clusters
  Score: Raw -146439.241487 + Penalty 2402.810506 = -144036.430981
  nChanged 43
		SP:Iteration 7Q (22117.620000 sec): 3 clusters
  Score: Raw -146484.077230 + Penalty 2402.810506 = -144081.266725
  nChanged 34
		SP:Iteration 8Q (22117.820000 sec): 3 clusters
  Score: Raw -146516.436106 + Penalty 2402.810506 = -144113.625600
  nChanged 28
		SP:Iteration 9Q (22117.960000 sec): 3 clusters
  Score: Raw -146541.326043 + Penalty 2402.810506 = -144138.515537
  nChanged 25
		SP:Iteration 10Q (22118.100000 sec): 3 clusters
  Score: Raw -146561.706853 + Penalty 2402.810506 = -144158.896348
  nChanged 15
		SP:Iteration 11Q (22118.200000 sec): 3 clusters
  Score: Raw -146574.434051 + Penalty 2402.810506 = -144171.623546
  nChanged 16
		SP:Iteration 12Q (22118.340000 sec): 3 clusters
  Score: Raw -146587.962348 + Penalty 2402.810506 = -144185.151842
  nChanged 11
		SP:Iteration 13Q (22118.490000 sec): 3 clusters
  Score: Raw -146596.944907 + Penalty 2402.810506 = -144194.134402
  nChanged 6
		SP:Iteration 14Q (22118.580000 sec): 3 clusters
  Score: Raw -146600.530408 + Penalty 2402.810506 = -144197.719902
  nChanged 5
		SP:Iteration 15Q (22118.730000 sec): 3 clusters
  Score: Raw -146603.778021 + Penalty 2402.810506 = -144200.967515
  nChanged 7
		SP:Iteration 16Q (22118.850000 sec): 3 clusters
  Score: Raw -146608.316374 + Penalty 2402.810506 = -144205.505868
  nChanged 3
		SP:Iteration 17Q (22118.960000 sec): 3 clusters
  Score: Raw -146610.486853 + Penalty 2402.810506 = -144207.676347
  nChanged 2
		SP:Iteration 18Q (22119.100000 sec): 3 clusters
  Score: Raw -146612.145496 + Penalty 2402.810506 = -144209.334990
  nChanged 1
		SP:Iteration 19Q (22119.250000 sec): 3 clusters
  Score: Raw -146612.319968 + Penalty 2402.810506 = -144209.509462
  nChanged 0
		SP:Iteration 20F (22119.390000 sec): 3 clusters
  Score: Raw -146612.319968 + Penalty 2402.810506 = -144209.509462
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 77 (639 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (22119.470000 sec): 2 clusters
  Score: Raw -57711.176880 + Penalty 1049.734474 = -56661.442406
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (22119.620000 sec): 3 clusters
  Score: Raw -57634.224061 + Penalty 2099.468948 = -55534.755113
  nChanged 171
		SP:Iteration 1F (22119.760000 sec): 3 clusters
  Score: Raw -57878.663153 + Penalty 2099.468948 = -55779.194205
  nChanged 36
		SP:Iteration 2F (22119.900000 sec): 3 clusters
  Score: Raw -57949.215598 + Penalty 2099.468948 = -55849.746650
  nChanged 22
		SP:Iteration 3Q (22120.050000 sec): 3 clusters
  Score: Raw -57980.631341 + Penalty 2099.468948 = -55881.162393
  nChanged 10
		SP:Iteration 4Q (22120.190000 sec): 3 clusters
  Score: Raw -57994.168016 + Penalty 2099.468948 = -55894.699069
  nChanged 4
		SP:Iteration 5Q (22120.340000 sec): 3 clusters
  Score: Raw -57998.760624 + Penalty 2099.468948 = -55899.291676
  nChanged 2
		SP:Iteration 6Q (22120.480000 sec): 3 clusters
  Score: Raw -58000.946892 + Penalty 2099.468948 = -55901.477944
  nChanged 3
		SP:Iteration 7Q (22120.630000 sec): 3 clusters
  Score: Raw -58011.879621 + Penalty 2099.468948 = -55912.410673
  nChanged 6
		SP:Iteration 8Q (22120.760000 sec): 3 clusters
  Score: Raw -58018.607160 + Penalty 2099.468948 = -55919.138212
  nChanged 4
		SP:Iteration 9Q (22120.910000 sec): 3 clusters
  Score: Raw -58024.843286 + Penalty 2099.468948 = -55925.374338
  nChanged 4
		SP:Iteration 10Q (22121.060000 sec): 3 clusters
  Score: Raw -58033.481750 + Penalty 2099.468948 = -55934.012803
  nChanged 8
		SP:Iteration 11Q (22121.200000 sec): 3 clusters
  Score: Raw -58044.133110 + Penalty 2099.468948 = -55944.664162
  nChanged 4
		SP:Iteration 12Q (22121.340000 sec): 3 clusters
  Score: Raw -58048.215970 + Penalty 2099.468948 = -55948.747022
  nChanged 4
		SP:Iteration 13Q (22121.490000 sec): 3 clusters
  Score: Raw -58054.846532 + Penalty 2099.468948 = -55955.377584
  nChanged 6
		SP:Iteration 14Q (22121.630000 sec): 3 clusters
  Score: Raw -58060.926616 + Penalty 2099.468948 = -55961.457668
  nChanged 0
		SP:Iteration 15F (22121.780000 sec): 3 clusters
  Score: Raw -58060.926616 + Penalty 2099.468948 = -55961.457668
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 78 (2946 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (22121.910000 sec): 2 clusters
  Score: Raw -247716.389541 + Penalty 1298.083085 = -246418.306457
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (22122.030000 sec): 3 clusters
  Score: Raw -246321.228849 + Penalty 2596.166169 = -243725.062680
  nChanged 1130
		SP:Iteration 1F (22122.180000 sec): 3 clusters
  Score: Raw -246987.732771 + Penalty 2596.166169 = -244391.566602
  nChanged 207
		SP:Iteration 2F (22122.300000 sec): 3 clusters
  Score: Raw -247109.203568 + Penalty 2596.166169 = -244513.037399
  nChanged 133
		SP:Iteration 3Q (22122.460000 sec): 3 clusters
  Score: Raw -247195.994315 + Penalty 2596.166169 = -244599.828146
  nChanged 118
		SP:Iteration 4Q (22122.610000 sec): 3 clusters
  Score: Raw -247271.264824 + Penalty 2596.166169 = -244675.098655
  nChanged 113
		SP:Iteration 5Q (22122.720000 sec): 3 clusters
  Score: Raw -247350.588671 + Penalty 2596.166169 = -244754.422502
  nChanged 99
		SP:Iteration 6Q (22122.870000 sec): 3 clusters
  Score: Raw -247412.889303 + Penalty 2596.166169 = -244816.723134
  nChanged 87
		SP:Iteration 7Q (22123.020000 sec): 3 clusters
  Score: Raw -247471.161622 + Penalty 2596.166169 = -244874.995453
  nChanged 75
		SP:Iteration 8Q (22123.160000 sec): 3 clusters
  Score: Raw -247532.649961 + Penalty 2596.166169 = -244936.483792
  nChanged 87
		SP:Iteration 9Q (22123.310000 sec): 3 clusters
  Score: Raw -247590.116245 + Penalty 2596.166169 = -244993.950076
  nChanged 77
		SP:Iteration 10Q (22123.450000 sec): 3 clusters
  Score: Raw -247640.612103 + Penalty 2596.166169 = -245044.445934
  nChanged 76
		SP:Iteration 11Q (22123.590000 sec): 3 clusters
  Score: Raw -247695.578988 + Penalty 2596.166169 = -245099.412819
  nChanged 77
		SP:Iteration 12Q (22123.740000 sec): 3 clusters
  Score: Raw -247755.439570 + Penalty 2596.166169 = -245159.273400
  nChanged 73
		SP:Iteration 13Q (22123.880000 sec): 3 clusters
  Score: Raw -247800.308926 + Penalty 2596.166169 = -245204.142757
  nChanged 55
		SP:Iteration 14Q (22124.030000 sec): 3 clusters
  Score: Raw -247835.005777 + Penalty 2596.166169 = -245238.839608
  nChanged 50
		SP:Iteration 15Q (22124.170000 sec): 3 clusters
  Score: Raw -247860.114979 + Penalty 2596.166169 = -245263.948810
  nChanged 32
		SP:Iteration 16Q (22124.310000 sec): 3 clusters
  Score: Raw -247879.104712 + Penalty 2596.166169 = -245282.938543
  nChanged 31
		SP:Iteration 17Q (22124.460000 sec): 3 clusters
  Score: Raw -247900.873637 + Penalty 2596.166169 = -245304.707468
  nChanged 31
		SP:Iteration 18Q (22124.600000 sec): 3 clusters
  Score: Raw -247920.525092 + Penalty 2596.166169 = -245324.358923
  nChanged 30
		SP:Iteration 19Q (22124.750000 sec): 3 clusters
  Score: Raw -247937.080966 + Penalty 2596.166169 = -245340.914797
  nChanged 27
		SP:Iteration 20F (22124.890000 sec): 3 clusters
  Score: Raw -247951.607748 + Penalty 2596.166169 = -245355.441579
  nChanged 19
		SP:Iteration 21Q (22125.030000 sec): 3 clusters
  Score: Raw -247961.273784 + Penalty 2596.166169 = -245365.107615
  nChanged 26
		SP:Iteration 22Q (22125.180000 sec): 3 clusters
  Score: Raw -247977.554837 + Penalty 2596.166169 = -245381.388668
  nChanged 37
		SP:Iteration 23Q (22125.330000 sec): 3 clusters
  Score: Raw -248006.564656 + Penalty 2596.166169 = -245410.398487
  nChanged 41
		SP:Iteration 24Q (22125.470000 sec): 3 clusters
  Score: Raw -248031.348178 + Penalty 2596.166169 = -245435.182009
  nChanged 28
		SP:Iteration 25Q (22125.640000 sec): 3 clusters
  Score: Raw -248042.199648 + Penalty 2596.166169 = -245446.033479
  nChanged 24
		SP:Iteration 26Q (22125.750000 sec): 3 clusters
  Score: Raw -248051.930527 + Penalty 2596.166169 = -245455.764358
  nChanged 19
		SP:Iteration 27Q (22125.890000 sec): 3 clusters
  Score: Raw -248061.808285 + Penalty 2596.166169 = -245465.642116
  nChanged 13
		SP:Iteration 28Q (22126.040000 sec): 3 clusters
  Score: Raw -248067.099665 + Penalty 2596.166169 = -245470.933496
  nChanged 9
		SP:Iteration 29Q (22126.180000 sec): 3 clusters
  Score: Raw -248069.947394 + Penalty 2596.166169 = -245473.781225
  nChanged 5
		SP:Iteration 30Q (22126.270000 sec): 3 clusters
  Score: Raw -248071.713922 + Penalty 2596.166169 = -245475.547753
  nChanged 2
		SP:Iteration 31Q (22126.410000 sec): 3 clusters
  Score: Raw -248072.091031 + Penalty 2596.166169 = -245475.924862
  nChanged 2
		SP:Iteration 32Q (22126.570000 sec): 3 clusters
  Score: Raw -248072.627985 + Penalty 2596.166169 = -245476.461816
  nChanged 3
		SP:Iteration 33Q (22126.750000 sec): 3 clusters
  Score: Raw -248073.884650 + Penalty 2596.166169 = -245477.718481
  nChanged 2
		SP:Iteration 34Q (22126.950000 sec): 3 clusters
  Score: Raw -248074.340516 + Penalty 2596.166169 = -245478.174347
  nChanged 1
		SP:Iteration 35Q (22127.170000 sec): 3 clusters
  Score: Raw -248074.556162 + Penalty 2596.166169 = -245478.389993
  nChanged 2
		SP:Iteration 36Q (22127.400000 sec): 3 clusters
  Score: Raw -248075.192870 + Penalty 2596.166169 = -245479.026701
  nChanged 0
		SP:Iteration 37F (22127.630000 sec): 3 clusters
  Score: Raw -248075.192870 + Penalty 2596.166169 = -245479.026701
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 79 (1595 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (22127.760000 sec): 2 clusters
  Score: Raw -124373.551449 + Penalty 1198.377215 = -123175.174234
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (22127.930000 sec): 3 clusters
  Score: Raw -123748.569544 + Penalty 2396.754430 = -121351.815114
  nChanged 548
		SP:Iteration 1F (22128.050000 sec): 3 clusters
  Score: Raw -124219.646499 + Penalty 2396.754430 = -121822.892069
  nChanged 127
		SP:Iteration 2F (22128.210000 sec): 3 clusters
  Score: Raw -124363.160664 + Penalty 2396.754430 = -121966.406234
  nChanged 92
		SP:Iteration 3F (22128.350000 sec): 3 clusters
  Score: Raw -124463.687625 + Penalty 2396.754430 = -122066.933195
  nChanged 74
		SP:Iteration 4Q (22128.500000 sec): 3 clusters
  Score: Raw -124534.118690 + Penalty 2396.754430 = -122137.364260
  nChanged 55
		SP:Iteration 5Q (22128.690000 sec): 3 clusters
  Score: Raw -124588.940161 + Penalty 2396.754430 = -122192.185731
  nChanged 41
		SP:Iteration 6Q (22128.830000 sec): 3 clusters
  Score: Raw -124620.975045 + Penalty 2396.754430 = -122224.220615
  nChanged 28
		SP:Iteration 7Q (22128.920000 sec): 3 clusters
  Score: Raw -124646.453212 + Penalty 2396.754430 = -122249.698783
  nChanged 27
		SP:Iteration 8Q (22129.050000 sec): 3 clusters
  Score: Raw -124672.335391 + Penalty 2396.754430 = -122275.580961
  nChanged 20
		SP:Iteration 9Q (22129.200000 sec): 3 clusters
  Score: Raw -124688.063152 + Penalty 2396.754430 = -122291.308722
  nChanged 17
		SP:Iteration 10Q (22129.340000 sec): 3 clusters
  Score: Raw -124701.328762 + Penalty 2396.754430 = -122304.574333
  nChanged 13
		SP:Iteration 11Q (22129.550000 sec): 3 clusters
  Score: Raw -124708.477107 + Penalty 2396.754430 = -122311.722677
  nChanged 9
		SP:Iteration 12Q (22129.710000 sec): 3 clusters
  Score: Raw -124715.002324 + Penalty 2396.754430 = -122318.247894
  nChanged 2
		SP:Iteration 13Q (22129.850000 sec): 3 clusters
  Score: Raw -124716.184200 + Penalty 2396.754430 = -122319.429770
  nChanged 2
		SP:Iteration 14Q (22129.950000 sec): 3 clusters
  Score: Raw -124716.872427 + Penalty 2396.754430 = -122320.117997
  nChanged 0
		SP:Iteration 15F (22130.080000 sec): 3 clusters
  Score: Raw -124716.872427 + Penalty 2396.754430 = -122320.117997
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 80 (2037 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (22130.130000 sec): 2 clusters
  Score: Raw -166193.276063 + Penalty 1238.125430 = -164955.150633
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (22130.280000 sec): 3 clusters
  Score: Raw -165329.486798 + Penalty 2476.250860 = -162853.235938
  nChanged 721
		SP:Iteration 1F (22130.420000 sec): 3 clusters
  Score: Raw -165829.098102 + Penalty 2476.250860 = -163352.847242
  nChanged 161
		SP:Iteration 2F (22130.570000 sec): 3 clusters
  Score: Raw -165939.351489 + Penalty 2476.250860 = -163463.100629
  nChanged 92
		SP:Iteration 3Q (22130.660000 sec): 3 clusters
  Score: Raw -166020.390132 + Penalty 2476.250860 = -163544.139272
  nChanged 76
		SP:Iteration 4Q (22130.800000 sec): 3 clusters
  Score: Raw -166081.002525 + Penalty 2476.250860 = -163604.751665
  nChanged 64
		SP:Iteration 5Q (22130.900000 sec): 3 clusters
  Score: Raw -166118.817286 + Penalty 2476.250860 = -163642.566426
  nChanged 39
		SP:Iteration 6Q (22131.010000 sec): 3 clusters
  Score: Raw -166144.796837 + Penalty 2476.250860 = -163668.545977
  nChanged 43
		SP:Iteration 7Q (22131.150000 sec): 3 clusters
  Score: Raw -166174.521031 + Penalty 2476.250860 = -163698.270170
  nChanged 40
		SP:Iteration 8Q (22131.290000 sec): 3 clusters
  Score: Raw -166210.400820 + Penalty 2476.250860 = -163734.149960
  nChanged 48
		SP:Iteration 9Q (22131.380000 sec): 3 clusters
  Score: Raw -166246.661785 + Penalty 2476.250860 = -163770.410925
  nChanged 31
		SP:Iteration 10Q (22131.480000 sec): 3 clusters
  Score: Raw -166262.838179 + Penalty 2476.250860 = -163786.587319
  nChanged 29
		SP:Iteration 11Q (22131.620000 sec): 3 clusters
  Score: Raw -166279.693366 + Penalty 2476.250860 = -163803.442506
  nChanged 25
		SP:Iteration 12Q (22131.770000 sec): 3 clusters
  Score: Raw -166298.028263 + Penalty 2476.250860 = -163821.777403
  nChanged 36
		SP:Iteration 13Q (22131.910000 sec): 3 clusters
  Score: Raw -166326.726481 + Penalty 2476.250860 = -163850.475621
  nChanged 31
		SP:Iteration 14Q (22132.010000 sec): 3 clusters
  Score: Raw -166348.482042 + Penalty 2476.250860 = -163872.231182
  nChanged 40
		SP:Iteration 15Q (22132.150000 sec): 3 clusters
  Score: Raw -166373.694497 + Penalty 2476.250860 = -163897.443637
  nChanged 30
		SP:Iteration 16Q (22132.300000 sec): 3 clusters
  Score: Raw -166397.877199 + Penalty 2476.250860 = -163921.626339
  nChanged 32
		SP:Iteration 17Q (22132.440000 sec): 3 clusters
  Score: Raw -166422.912661 + Penalty 2476.250860 = -163946.661801
  nChanged 39
		SP:Iteration 18Q (22132.580000 sec): 3 clusters
  Score: Raw -166451.632179 + Penalty 2476.250860 = -163975.381319
  nChanged 37
		SP:Iteration 19Q (22132.670000 sec): 3 clusters
  Score: Raw -166486.038308 + Penalty 2476.250860 = -164009.787448
  nChanged 36
		SP:Iteration 20F (22132.820000 sec): 3 clusters
  Score: Raw -166519.792313 + Penalty 2476.250860 = -164043.541453
  nChanged 39
		SP:Iteration 21Q (22132.960000 sec): 3 clusters
  Score: Raw -166552.705737 + Penalty 2476.250860 = -164076.454876
  nChanged 33
		SP:Iteration 22Q (22133.110000 sec): 3 clusters
  Score: Raw -166575.126953 + Penalty 2476.250860 = -164098.876093
  nChanged 22
		SP:Iteration 23Q (22133.250000 sec): 3 clusters
  Score: Raw -166594.337342 + Penalty 2476.250860 = -164118.086481
  nChanged 19
		SP:Iteration 24Q (22133.400000 sec): 3 clusters
  Score: Raw -166611.692248 + Penalty 2476.250860 = -164135.441388
  nChanged 24
		SP:Iteration 25Q (22133.540000 sec): 3 clusters
  Score: Raw -166633.449097 + Penalty 2476.250860 = -164157.198237
  nChanged 23
		SP:Iteration 26Q (22133.640000 sec): 3 clusters
  Score: Raw -166650.505744 + Penalty 2476.250860 = -164174.254884
  nChanged 23
		SP:Iteration 27Q (22133.780000 sec): 3 clusters
  Score: Raw -166666.114092 + Penalty 2476.250860 = -164189.863232
  nChanged 17
		SP:Iteration 28Q (22133.880000 sec): 3 clusters
  Score: Raw -166676.980521 + Penalty 2476.250860 = -164200.729660
  nChanged 10
		SP:Iteration 29Q (22134.030000 sec): 3 clusters
  Score: Raw -166682.102413 + Penalty 2476.250860 = -164205.851552
  nChanged 9
		SP:Iteration 30Q (22134.290000 sec): 3 clusters
  Score: Raw -166687.551607 + Penalty 2476.250860 = -164211.300746
  nChanged 3
		SP:Iteration 31Q (22134.480000 sec): 3 clusters
  Score: Raw -166689.736014 + Penalty 2476.250860 = -164213.485153
  nChanged 4
		SP:Iteration 32Q (22134.630000 sec): 3 clusters
  Score: Raw -166691.526924 + Penalty 2476.250860 = -164215.276064
  nChanged 5
		SP:Iteration 33Q (22134.770000 sec): 3 clusters
  Score: Raw -166694.810033 + Penalty 2476.250860 = -164218.559173
  nChanged 2
		SP:Iteration 34Q (22134.910000 sec): 3 clusters
  Score: Raw -166695.343818 + Penalty 2476.250860 = -164219.092957
  nChanged 1
		SP:Iteration 35Q (22135.100000 sec): 3 clusters
  Score: Raw -166695.630295 + Penalty 2476.250860 = -164219.379434
  nChanged 0
		SP:Iteration 36F (22135.250000 sec): 3 clusters
  Score: Raw -166695.630295 + Penalty 2476.250860 = -164219.379434
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 81 (1857 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (22135.350000 sec): 2 clusters
  Score: Raw -155308.005716 + Penalty 1223.091604 = -154084.914113
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (22135.500000 sec): 3 clusters
  Score: Raw -154551.645169 + Penalty 2446.183207 = -152105.461962
  nChanged 644
		SP:Iteration 1F (22135.650000 sec): 3 clusters
  Score: Raw -154976.661257 + Penalty 2446.183207 = -152530.478050
  nChanged 149
		SP:Iteration 2F (22135.790000 sec): 3 clusters
  Score: Raw -155087.948128 + Penalty 2446.183207 = -152641.764921
  nChanged 88
		SP:Iteration 3Q (22135.890000 sec): 3 clusters
  Score: Raw -155141.926236 + Penalty 2446.183207 = -152695.743028
  nChanged 57
		SP:Iteration 4Q (22136.000000 sec): 3 clusters
  Score: Raw -155174.504301 + Penalty 2446.183207 = -152728.321094
  nChanged 39
		SP:Iteration 5Q (22136.140000 sec): 3 clusters
  Score: Raw -155197.839076 + Penalty 2446.183207 = -152751.655869
  nChanged 32
		SP:Iteration 6Q (22136.280000 sec): 3 clusters
  Score: Raw -155213.942460 + Penalty 2446.183207 = -152767.759252
  nChanged 26
		SP:Iteration 7Q (22136.370000 sec): 3 clusters
  Score: Raw -155227.547712 + Penalty 2446.183207 = -152781.364505
  nChanged 23
		SP:Iteration 8Q (22136.510000 sec): 3 clusters
  Score: Raw -155239.906354 + Penalty 2446.183207 = -152793.723146
  nChanged 18
		SP:Iteration 9Q (22136.610000 sec): 3 clusters
  Score: Raw -155248.953152 + Penalty 2446.183207 = -152802.769945
  nChanged 16
		SP:Iteration 10Q (22136.750000 sec): 3 clusters
  Score: Raw -155258.654404 + Penalty 2446.183207 = -152812.471196
  nChanged 16
		SP:Iteration 11Q (22136.940000 sec): 3 clusters
  Score: Raw -155266.196453 + Penalty 2446.183207 = -152820.013245
  nChanged 21
		SP:Iteration 12Q (22137.080000 sec): 3 clusters
  Score: Raw -155273.173757 + Penalty 2446.183207 = -152826.990549
  nChanged 17
		SP:Iteration 13Q (22137.170000 sec): 3 clusters
  Score: Raw -155280.822743 + Penalty 2446.183207 = -152834.639535
  nChanged 21
		SP:Iteration 14Q (22137.270000 sec): 3 clusters
  Score: Raw -155293.483882 + Penalty 2446.183207 = -152847.300675
  nChanged 23
		SP:Iteration 15Q (22137.420000 sec): 3 clusters
  Score: Raw -155305.435941 + Penalty 2446.183207 = -152859.252733
  nChanged 22
		SP:Iteration 16Q (22137.510000 sec): 3 clusters
  Score: Raw -155317.342171 + Penalty 2446.183207 = -152871.158963
  nChanged 22
		SP:Iteration 17Q (22137.660000 sec): 3 clusters
  Score: Raw -155331.977425 + Penalty 2446.183207 = -152885.794218
  nChanged 27
		SP:Iteration 18Q (22137.750000 sec): 3 clusters
  Score: Raw -155353.231301 + Penalty 2446.183207 = -152907.048093
  nChanged 32
		SP:Iteration 19Q (22137.850000 sec): 3 clusters
  Score: Raw -155370.979668 + Penalty 2446.183207 = -152924.796460
  nChanged 30
		SP:Iteration 20F (22137.990000 sec): 3 clusters
  Score: Raw -155388.390441 + Penalty 2446.183207 = -152942.207234
  nChanged 25
		SP:Iteration 21Q (22138.090000 sec): 3 clusters
  Score: Raw -155402.059030 + Penalty 2446.183207 = -152955.875823
  nChanged 22
		SP:Iteration 22Q (22138.230000 sec): 3 clusters
  Score: Raw -155413.925755 + Penalty 2446.183207 = -152967.742548
  nChanged 19
		SP:Iteration 23Q (22138.330000 sec): 3 clusters
  Score: Raw -155423.482516 + Penalty 2446.183207 = -152977.299309
  nChanged 10
		SP:Iteration 24Q (22138.430000 sec): 3 clusters
  Score: Raw -155428.822654 + Penalty 2446.183207 = -152982.639447
  nChanged 8
		SP:Iteration 25Q (22138.570000 sec): 3 clusters
  Score: Raw -155432.907665 + Penalty 2446.183207 = -152986.724458
  nChanged 13
		SP:Iteration 26Q (22138.660000 sec): 3 clusters
  Score: Raw -155441.893851 + Penalty 2446.183207 = -152995.710644
  nChanged 8
		SP:Iteration 27Q (22138.810000 sec): 3 clusters
  Score: Raw -155448.547827 + Penalty 2446.183207 = -153002.364620
  nChanged 11
		SP:Iteration 28Q (22138.900000 sec): 3 clusters
  Score: Raw -155457.708997 + Penalty 2446.183207 = -153011.525789
  nChanged 15
		SP:Iteration 29Q (22139.000000 sec): 3 clusters
  Score: Raw -155467.236539 + Penalty 2446.183207 = -153021.053332
  nChanged 12
		SP:Iteration 30Q (22139.150000 sec): 3 clusters
  Score: Raw -155474.112817 + Penalty 2446.183207 = -153027.929609
  nChanged 13
		SP:Iteration 31Q (22139.290000 sec): 3 clusters
  Score: Raw -155481.288721 + Penalty 2446.183207 = -153035.105514
  nChanged 11
		SP:Iteration 32Q (22139.380000 sec): 3 clusters
  Score: Raw -155489.984560 + Penalty 2446.183207 = -153043.801352
  nChanged 15
		SP:Iteration 33Q (22139.530000 sec): 3 clusters
  Score: Raw -155501.364906 + Penalty 2446.183207 = -153055.181699
  nChanged 11
		SP:Iteration 34Q (22139.620000 sec): 3 clusters
  Score: Raw -155507.730047 + Penalty 2446.183207 = -153061.546840
  nChanged 13
		SP:Iteration 35Q (22139.720000 sec): 3 clusters
  Score: Raw -155515.315421 + Penalty 2446.183207 = -153069.132214
  nChanged 12
		SP:Iteration 36Q (22139.870000 sec): 3 clusters
  Score: Raw -155522.590464 + Penalty 2446.183207 = -153076.407256
  nChanged 16
		SP:Iteration 37Q (22140.010000 sec): 3 clusters
  Score: Raw -155533.409518 + Penalty 2446.183207 = -153087.226310
  nChanged 15
		SP:Iteration 38Q (22140.100000 sec): 3 clusters
  Score: Raw -155545.676844 + Penalty 2446.183207 = -153099.493636
  nChanged 14
		SP:Iteration 39Q (22140.250000 sec): 3 clusters
  Score: Raw -155556.329869 + Penalty 2446.183207 = -153110.146661
  nChanged 9
		SP:Iteration 40F (22140.340000 sec): 3 clusters
  Score: Raw -155562.549384 + Penalty 2446.183207 = -153116.366176
  nChanged 7
		SP:Iteration 41Q (22140.440000 sec): 3 clusters
  Score: Raw -155567.844503 + Penalty 2446.183207 = -153121.661296
  nChanged 3
		SP:Iteration 42Q (22140.590000 sec): 3 clusters
  Score: Raw -155570.600929 + Penalty 2446.183207 = -153124.417722
  nChanged 3
		SP:Iteration 43Q (22140.680000 sec): 3 clusters
  Score: Raw -155573.029598 + Penalty 2446.183207 = -153126.846391
  nChanged 4
		SP:Iteration 44Q (22140.820000 sec): 3 clusters
  Score: Raw -155576.018617 + Penalty 2446.183207 = -153129.835409
  nChanged 8
		SP:Iteration 45Q (22140.960000 sec): 3 clusters
  Score: Raw -155581.571756 + Penalty 2446.183207 = -153135.388549
  nChanged 3
		SP:Iteration 46Q (22141.100000 sec): 3 clusters
  Score: Raw -155583.246952 + Penalty 2446.183207 = -153137.063745
  nChanged 2
		SP:Iteration 47Q (22141.240000 sec): 3 clusters
  Score: Raw -155584.269848 + Penalty 2446.183207 = -153138.086640
  nChanged 1
		SP:Iteration 48Q (22141.380000 sec): 3 clusters
  Score: Raw -155584.537732 + Penalty 2446.183207 = -153138.354525
  nChanged 0
		SP:Iteration 49F (22141.510000 sec): 3 clusters
  Score: Raw -155584.537732 + Penalty 2446.183207 = -153138.354525
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 82 (10320 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (22141.620000 sec): 2 clusters
  Score: Raw -897386.755441 + Penalty 1501.798844 = -895884.956598
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (22141.880000 sec): 3 clusters
  Score: Raw -891482.972398 + Penalty 3003.597688 = -888479.374710
  nChanged 4494
		SP:Iteration 1F (22142.130000 sec): 3 clusters
  Score: Raw -893956.966162 + Penalty 3003.597688 = -890953.368474
  nChanged 747
		SP:Iteration 2F (22142.370000 sec): 3 clusters
  Score: Raw -894424.209961 + Penalty 3003.597688 = -891420.612273
  nChanged 713
		SP:Iteration 3F (22142.610000 sec): 3 clusters
  Score: Raw -894919.214042 + Penalty 3003.597688 = -891915.616354
  nChanged 700
		SP:Iteration 4F (22142.850000 sec): 3 clusters
  Score: Raw -895415.852309 + Penalty 3003.597688 = -892412.254622
  nChanged 662
		SP:Iteration 5F (22143.100000 sec): 3 clusters
  Score: Raw -895854.155404 + Penalty 3003.597688 = -892850.557717
  nChanged 593
		SP:Iteration 6F (22143.340000 sec): 3 clusters
  Score: Raw -896220.228871 + Penalty 3003.597688 = -893216.631184
  nChanged 448
		SP:Iteration 7Q (22143.590000 sec): 3 clusters
  Score: Raw -896438.473083 + Penalty 3003.597688 = -893434.875395
  nChanged 368
		SP:Iteration 8Q (22143.850000 sec): 3 clusters
  Score: Raw -896589.337040 + Penalty 3003.597688 = -893585.739352
  nChanged 268
		SP:Iteration 9Q (22144.110000 sec): 3 clusters
  Score: Raw -896692.487841 + Penalty 3003.597688 = -893688.890154
  nChanged 246
		SP:Iteration 10Q (22144.390000 sec): 3 clusters
  Score: Raw -896781.056551 + Penalty 3003.597688 = -893777.458863
  nChanged 208
		SP:Iteration 11Q (22144.640000 sec): 3 clusters
  Score: Raw -896852.624816 + Penalty 3003.597688 = -893849.027128
  nChanged 204
		SP:Iteration 12Q (22144.910000 sec): 3 clusters
  Score: Raw -896927.735956 + Penalty 3003.597688 = -893924.138269
  nChanged 183
		SP:Iteration 13Q (22145.170000 sec): 3 clusters
  Score: Raw -897004.477097 + Penalty 3003.597688 = -894000.879409
  nChanged 199
		SP:Iteration 14Q (22145.430000 sec): 3 clusters
  Score: Raw -897081.304926 + Penalty 3003.597688 = -894077.707238
  nChanged 193
		SP:Iteration 15Q (22145.700000 sec): 3 clusters
  Score: Raw -897154.331738 + Penalty 3003.597688 = -894150.734051
  nChanged 192
		SP:Iteration 16Q (22145.970000 sec): 3 clusters
  Score: Raw -897226.322546 + Penalty 3003.597688 = -894222.724859
  nChanged 185
		SP:Iteration 17Q (22146.230000 sec): 3 clusters
  Score: Raw -897301.813709 + Penalty 3003.597688 = -894298.216021
  nChanged 184
		SP:Iteration 18Q (22146.490000 sec): 3 clusters
  Score: Raw -897375.117827 + Penalty 3003.597688 = -894371.520139
  nChanged 163
		SP:Iteration 19Q (22146.760000 sec): 3 clusters
  Score: Raw -897437.077745 + Penalty 3003.597688 = -894433.480058
  nChanged 160
		SP:Iteration 20F (22147.020000 sec): 3 clusters
  Score: Raw -897498.240467 + Penalty 3003.597688 = -894494.642780
  nChanged 154
		SP:Iteration 21Q (22147.290000 sec): 3 clusters
  Score: Raw -897558.662404 + Penalty 3003.597688 = -894555.064717
  nChanged 142
		SP:Iteration 22Q (22147.560000 sec): 3 clusters
  Score: Raw -897605.182179 + Penalty 3003.597688 = -894601.584491
  nChanged 129
		SP:Iteration 23Q (22147.820000 sec): 3 clusters
  Score: Raw -897649.969420 + Penalty 3003.597688 = -894646.371733
  nChanged 126
		SP:Iteration 24Q (22148.080000 sec): 3 clusters
  Score: Raw -897691.195482 + Penalty 3003.597688 = -894687.597794
  nChanged 105
		SP:Iteration 25Q (22148.370000 sec): 3 clusters
  Score: Raw -897722.226598 + Penalty 3003.597688 = -894718.628910
  nChanged 96
		SP:Iteration 26Q (22148.530000 sec): 3 clusters
  Score: Raw -897746.048089 + Penalty 3003.597688 = -894742.450402
  nChanged 81
		SP:Iteration 27Q (22148.790000 sec): 3 clusters
  Score: Raw -897770.286737 + Penalty 3003.597688 = -894766.689050
  nChanged 82
		SP:Iteration 28Q (22148.960000 sec): 3 clusters
  Score: Raw -897794.491230 + Penalty 3003.597688 = -894790.893542
  nChanged 74
		SP:Iteration 29Q (22149.160000 sec): 3 clusters
  Score: Raw -897818.928596 + Penalty 3003.597688 = -894815.330909
  nChanged 64
		SP:Iteration 30Q (22149.400000 sec): 3 clusters
  Score: Raw -897839.935043 + Penalty 3003.597688 = -894836.337355
  nChanged 59
		SP:Iteration 31Q (22149.580000 sec): 3 clusters
  Score: Raw -897860.185535 + Penalty 3003.597688 = -894856.587847
  nChanged 80
		SP:Iteration 32Q (22149.860000 sec): 3 clusters
  Score: Raw -897887.526227 + Penalty 3003.597688 = -894883.928539
  nChanged 78
		SP:Iteration 33Q (22150.050000 sec): 3 clusters
  Score: Raw -897910.876467 + Penalty 3003.597688 = -894907.278779
  nChanged 71
		SP:Iteration 34Q (22150.260000 sec): 3 clusters
  Score: Raw -897932.458179 + Penalty 3003.597688 = -894928.860491
  nChanged 64
		SP:Iteration 35Q (22150.430000 sec): 3 clusters
  Score: Raw -897953.313008 + Penalty 3003.597688 = -894949.715320
  nChanged 57
		SP:Iteration 36Q (22150.660000 sec): 3 clusters
  Score: Raw -897969.368393 + Penalty 3003.597688 = -894965.770705
  nChanged 47
		SP:Iteration 37Q (22150.850000 sec): 3 clusters
  Score: Raw -897983.622258 + Penalty 3003.597688 = -894980.024570
  nChanged 36
		SP:Iteration 38Q (22150.980000 sec): 3 clusters
  Score: Raw -897993.907732 + Penalty 3003.597688 = -894990.310044
  nChanged 30
		SP:Iteration 39Q (22151.170000 sec): 3 clusters
  Score: Raw -898001.280078 + Penalty 3003.597688 = -894997.682390
  nChanged 25
		SP:Iteration 40F (22151.370000 sec): 3 clusters
  Score: Raw -898007.914757 + Penalty 3003.597688 = -895004.317070
  nChanged 27
		SP:Iteration 41Q (22151.510000 sec): 3 clusters
  Score: Raw -898015.258990 + Penalty 3003.597688 = -895011.661302
  nChanged 27
		SP:Iteration 42Q (22151.710000 sec): 3 clusters
  Score: Raw -898024.170293 + Penalty 3003.597688 = -895020.572605
  nChanged 31
		SP:Iteration 43Q (22151.960000 sec): 3 clusters
  Score: Raw -898033.724257 + Penalty 3003.597688 = -895030.126570
  nChanged 19
		SP:Iteration 44Q (22152.190000 sec): 3 clusters
  Score: Raw -898038.810389 + Penalty 3003.597688 = -895035.212702
  nChanged 22
		SP:Iteration 45Q (22152.380000 sec): 3 clusters
  Score: Raw -898043.624093 + Penalty 3003.597688 = -895040.026405
  nChanged 18
		SP:Iteration 46Q (22152.590000 sec): 3 clusters
  Score: Raw -898047.818406 + Penalty 3003.597688 = -895044.220718
  nChanged 23
		SP:Iteration 47Q (22152.750000 sec): 3 clusters
  Score: Raw -898052.803997 + Penalty 3003.597688 = -895049.206309
  nChanged 19
		SP:Iteration 48Q (22153.010000 sec): 3 clusters
  Score: Raw -898057.278133 + Penalty 3003.597688 = -895053.680445
  nChanged 15
		SP:Iteration 49Q (22153.220000 sec): 3 clusters
  Score: Raw -898061.280637 + Penalty 3003.597688 = -895057.682949
  nChanged 15
		SP:Iteration 50Q (22153.470000 sec): 3 clusters
  Score: Raw -898064.207189 + Penalty 3003.597688 = -895060.609501
  nChanged 13
		SP:Iteration 51Q (22153.640000 sec): 3 clusters
  Score: Raw -898066.488410 + Penalty 3003.597688 = -895062.890722
  nChanged 11
		SP:Iteration 52Q (22153.940000 sec): 3 clusters
  Score: Raw -898068.202084 + Penalty 3003.597688 = -895064.604396
  nChanged 7
		SP:Iteration 53Q (22154.170000 sec): 3 clusters
  Score: Raw -898069.243465 + Penalty 3003.597688 = -895065.645778
  nChanged 6
		SP:Iteration 54Q (22154.400000 sec): 3 clusters
  Score: Raw -898070.655045 + Penalty 3003.597688 = -895067.057357
  nChanged 8
		SP:Iteration 55Q (22154.520000 sec): 3 clusters
  Score: Raw -898072.484272 + Penalty 3003.597688 = -895068.886585
  nChanged 4
		SP:Iteration 56Q (22154.680000 sec): 3 clusters
  Score: Raw -898073.157591 + Penalty 3003.597688 = -895069.559904
  nChanged 4
		SP:Iteration 57Q (22154.910000 sec): 3 clusters
  Score: Raw -898074.319894 + Penalty 3003.597688 = -895070.722206
  nChanged 4
		SP:Iteration 58Q (22155.110000 sec): 3 clusters
  Score: Raw -898075.160570 + Penalty 3003.597688 = -895071.562882
  nChanged 3
		SP:Iteration 59Q (22155.310000 sec): 3 clusters
  Score: Raw -898075.785135 + Penalty 3003.597688 = -895072.187447
  nChanged 3
		SP:Iteration 60F (22155.520000 sec): 3 clusters
  Score: Raw -898076.704575 + Penalty 3003.597688 = -895073.106888
  nChanged 5
		SP:Iteration 61Q (22155.650000 sec): 3 clusters
  Score: Raw -898077.739618 + Penalty 3003.597688 = -895074.141930
  nChanged 2
		SP:Iteration 62Q (22155.880000 sec): 3 clusters
  Score: Raw -898077.980589 + Penalty 3003.597688 = -895074.382901
  nChanged 1
		SP:Iteration 63Q (22156.080000 sec): 3 clusters
  Score: Raw -898078.384173 + Penalty 3003.597688 = -895074.786485
  nChanged 4
		SP:Iteration 64Q (22156.260000 sec): 3 clusters
  Score: Raw -898079.466039 + Penalty 3003.597688 = -895075.868351
  nChanged 7
		SP:Iteration 65Q (22156.470000 sec): 3 clusters
  Score: Raw -898080.934927 + Penalty 3003.597688 = -895077.337240
  nChanged 3
		SP:Iteration 66Q (22156.700000 sec): 3 clusters
  Score: Raw -898081.587364 + Penalty 3003.597688 = -895077.989676
  nChanged 3
		SP:Iteration 67Q (22156.930000 sec): 3 clusters
  Score: Raw -898082.232593 + Penalty 3003.597688 = -895078.634906
  nChanged 1
		SP:Iteration 68Q (22157.140000 sec): 3 clusters
  Score: Raw -898082.360802 + Penalty 3003.597688 = -895078.763114
  nChanged 0
		SP:Iteration 69F (22157.330000 sec): 3 clusters
  Score: Raw -898082.360802 + Penalty 3003.597688 = -895078.763114
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 83 (1183 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (22157.440000 sec): 2 clusters
  Score: Raw -89157.238029 + Penalty 1149.818940 = -88007.419089
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (22157.540000 sec): 3 clusters
  Score: Raw -88767.109034 + Penalty 2299.637881 = -86467.471154
  nChanged 384
		SP:Iteration 1F (22157.690000 sec): 3 clusters
  Score: Raw -89142.912029 + Penalty 2299.637881 = -86843.274149
  nChanged 113
		SP:Iteration 2F (22157.790000 sec): 3 clusters
  Score: Raw -89272.274901 + Penalty 2299.637881 = -86972.637021
  nChanged 69
		SP:Iteration 3F (22157.930000 sec): 3 clusters
  Score: Raw -89354.825738 + Penalty 2299.637881 = -87055.187857
  nChanged 51
		SP:Iteration 4Q (22158.080000 sec): 3 clusters
  Score: Raw -89417.416603 + Penalty 2299.637881 = -87117.778722
  nChanged 50
		SP:Iteration 5Q (22158.230000 sec): 3 clusters
  Score: Raw -89486.846249 + Penalty 2299.637881 = -87187.208368
  nChanged 48
		SP:Iteration 6Q (22158.370000 sec): 3 clusters
  Score: Raw -89553.260773 + Penalty 2299.637881 = -87253.622892
  nChanged 29
		SP:Iteration 7Q (22158.510000 sec): 3 clusters
  Score: Raw -89587.831120 + Penalty 2299.637881 = -87288.193239
  nChanged 19
		SP:Iteration 8Q (22158.660000 sec): 3 clusters
  Score: Raw -89603.799904 + Penalty 2299.637881 = -87304.162023
  nChanged 14
		SP:Iteration 9Q (22158.800000 sec): 3 clusters
  Score: Raw -89614.290576 + Penalty 2299.637881 = -87314.652695
  nChanged 5
		SP:Iteration 10Q (22158.940000 sec): 3 clusters
  Score: Raw -89622.826494 + Penalty 2299.637881 = -87323.188613
  nChanged 6
		SP:Iteration 11Q (22159.040000 sec): 3 clusters
  Score: Raw -89627.678694 + Penalty 2299.637881 = -87328.040814
  nChanged 6
		SP:Iteration 12Q (22159.190000 sec): 3 clusters
  Score: Raw -89633.251062 + Penalty 2299.637881 = -87333.613182
  nChanged 3
		SP:Iteration 13Q (22159.280000 sec): 3 clusters
  Score: Raw -89636.406629 + Penalty 2299.637881 = -87336.768749
  nChanged 3
		SP:Iteration 14Q (22159.430000 sec): 3 clusters
  Score: Raw -89637.678598 + Penalty 2299.637881 = -87338.040717
  nChanged 1
		SP:Iteration 15Q (22159.520000 sec): 3 clusters
  Score: Raw -89638.162112 + Penalty 2299.637881 = -87338.524231
  nChanged 3
		SP:Iteration 16Q (22159.620000 sec): 3 clusters
  Score: Raw -89639.383323 + Penalty 2299.637881 = -87339.745442
  nChanged 1
		SP:Iteration 17Q (22159.720000 sec): 3 clusters
  Score: Raw -89639.730607 + Penalty 2299.637881 = -87340.092726
  nChanged 1
		SP:Iteration 18Q (22159.810000 sec): 3 clusters
  Score: Raw -89640.053701 + Penalty 2299.637881 = -87340.415820
  nChanged 0
		SP:Iteration 19F (22159.910000 sec): 3 clusters
  Score: Raw -89640.053701 + Penalty 2299.637881 = -87340.415820
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 84 (2011 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (22160.010000 sec): 2 clusters
  Score: Raw -165301.337265 + Penalty 1236.037951 = -164065.299314
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (22160.150000 sec): 3 clusters
  Score: Raw -164450.835900 + Penalty 2472.075902 = -161978.759998
  nChanged 736
		SP:Iteration 1F (22160.250000 sec): 3 clusters
  Score: Raw -165001.956298 + Penalty 2472.075902 = -162529.880396
  nChanged 189
		SP:Iteration 2F (22160.340000 sec): 3 clusters
  Score: Raw -165163.313101 + Penalty 2472.075902 = -162691.237199
  nChanged 114
		SP:Iteration 3F (22160.490000 sec): 3 clusters
  Score: Raw -165247.821578 + Penalty 2472.075902 = -162775.745677
  nChanged 80
		SP:Iteration 4Q (22160.590000 sec): 3 clusters
  Score: Raw -165328.336962 + Penalty 2472.075902 = -162856.261060
  nChanged 79
		SP:Iteration 5Q (22160.680000 sec): 3 clusters
  Score: Raw -165398.125245 + Penalty 2472.075902 = -162926.049344
  nChanged 69
		SP:Iteration 6Q (22160.780000 sec): 3 clusters
  Score: Raw -165457.396738 + Penalty 2472.075902 = -162985.320836
  nChanged 68
		SP:Iteration 7Q (22160.920000 sec): 3 clusters
  Score: Raw -165518.492148 + Penalty 2472.075902 = -163046.416246
  nChanged 59
		SP:Iteration 8Q (22161.020000 sec): 3 clusters
  Score: Raw -165578.264326 + Penalty 2472.075902 = -163106.188424
  nChanged 66
		SP:Iteration 9Q (22161.160000 sec): 3 clusters
  Score: Raw -165643.367945 + Penalty 2472.075902 = -163171.292043
  nChanged 60
		SP:Iteration 10Q (22161.260000 sec): 3 clusters
  Score: Raw -165689.600204 + Penalty 2472.075902 = -163217.524302
  nChanged 44
		SP:Iteration 11Q (22161.400000 sec): 3 clusters
  Score: Raw -165730.904053 + Penalty 2472.075902 = -163258.828152
  nChanged 41
		SP:Iteration 12Q (22161.500000 sec): 3 clusters
  Score: Raw -165773.156702 + Penalty 2472.075902 = -163301.080800
  nChanged 45
		SP:Iteration 13Q (22161.640000 sec): 3 clusters
  Score: Raw -165819.441935 + Penalty 2472.075902 = -163347.366033
  nChanged 43
		SP:Iteration 14Q (22161.740000 sec): 3 clusters
  Score: Raw -165857.762354 + Penalty 2472.075902 = -163385.686453
  nChanged 37
		SP:Iteration 15Q (22161.840000 sec): 3 clusters
  Score: Raw -165884.487946 + Penalty 2472.075902 = -163412.412044
  nChanged 35
		SP:Iteration 16Q (22161.980000 sec): 3 clusters
  Score: Raw -165917.611857 + Penalty 2472.075902 = -163445.535955
  nChanged 39
		SP:Iteration 17Q (22162.120000 sec): 3 clusters
  Score: Raw -165947.075135 + Penalty 2472.075902 = -163474.999233
  nChanged 27
		SP:Iteration 18Q (22162.220000 sec): 3 clusters
  Score: Raw -165968.240952 + Penalty 2472.075902 = -163496.165051
  nChanged 25
		SP:Iteration 19Q (22162.360000 sec): 3 clusters
  Score: Raw -165987.746268 + Penalty 2472.075902 = -163515.670366
  nChanged 24
		SP:Iteration 20F (22162.510000 sec): 3 clusters
  Score: Raw -166007.334609 + Penalty 2472.075902 = -163535.258707
  nChanged 23
		SP:Iteration 21Q (22162.650000 sec): 3 clusters
  Score: Raw -166025.289894 + Penalty 2472.075902 = -163553.213992
  nChanged 22
		SP:Iteration 22Q (22162.740000 sec): 3 clusters
  Score: Raw -166038.954534 + Penalty 2472.075902 = -163566.878633
  nChanged 20
		SP:Iteration 23Q (22162.840000 sec): 3 clusters
  Score: Raw -166053.184755 + Penalty 2472.075902 = -163581.108853
  nChanged 18
		SP:Iteration 24Q (22162.990000 sec): 3 clusters
  Score: Raw -166069.649005 + Penalty 2472.075902 = -163597.573104
  nChanged 21
		SP:Iteration 25Q (22163.080000 sec): 3 clusters
  Score: Raw -166092.368115 + Penalty 2472.075902 = -163620.292214
  nChanged 30
		SP:Iteration 26Q (22163.230000 sec): 3 clusters
  Score: Raw -166121.271832 + Penalty 2472.075902 = -163649.195930
  nChanged 22
		SP:Iteration 27Q (22163.370000 sec): 3 clusters
  Score: Raw -166140.204444 + Penalty 2472.075902 = -163668.128542
  nChanged 26
		SP:Iteration 28Q (22163.460000 sec): 3 clusters
  Score: Raw -166166.306515 + Penalty 2472.075902 = -163694.230614
  nChanged 29
		SP:Iteration 29Q (22163.560000 sec): 3 clusters
  Score: Raw -166213.704852 + Penalty 2472.075902 = -163741.628950
  nChanged 33
		SP:Iteration 30Q (22163.710000 sec): 3 clusters
  Score: Raw -166259.058387 + Penalty 2472.075902 = -163786.982485
  nChanged 28
		SP:Iteration 31Q (22163.800000 sec): 3 clusters
  Score: Raw -166304.301343 + Penalty 2472.075902 = -163832.225441
  nChanged 25
		SP:Iteration 32Q (22163.940000 sec): 3 clusters
  Score: Raw -166330.739068 + Penalty 2472.075902 = -163858.663166
  nChanged 9
		SP:Iteration 33Q (22164.090000 sec): 3 clusters
  Score: Raw -166342.655985 + Penalty 2472.075902 = -163870.580084
  nChanged 9
		SP:Iteration 34Q (22164.220000 sec): 3 clusters
  Score: Raw -166351.805058 + Penalty 2472.075902 = -163879.729156
  nChanged 11
		SP:Iteration 35Q (22164.360000 sec): 3 clusters
  Score: Raw -166359.898419 + Penalty 2472.075902 = -163887.822517
  nChanged 10
		SP:Iteration 36Q (22164.500000 sec): 3 clusters
  Score: Raw -166366.580570 + Penalty 2472.075902 = -163894.504668
  nChanged 7
		SP:Iteration 37Q (22164.680000 sec): 3 clusters
  Score: Raw -166375.767514 + Penalty 2472.075902 = -163903.691612
  nChanged 5
		SP:Iteration 38Q (22164.770000 sec): 3 clusters
  Score: Raw -166377.043367 + Penalty 2472.075902 = -163904.967466
  nChanged 1
		SP:Iteration 39Q (22164.870000 sec): 3 clusters
  Score: Raw -166378.026006 + Penalty 2472.075902 = -163905.950104
  nChanged 1
		SP:Iteration 40F (22164.960000 sec): 3 clusters
  Score: Raw -166378.408998 + Penalty 2472.075902 = -163906.333096
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 85 (5197 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (22165.090000 sec): 2 clusters
  Score: Raw -433389.315907 + Penalty 1390.323482 = -431998.992425
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (22165.290000 sec): 3 clusters
  Score: Raw -430656.506289 + Penalty 2780.646965 = -427875.859324
  nChanged 2158
		SP:Iteration 1F (22165.420000 sec): 3 clusters
  Score: Raw -431981.303391 + Penalty 2780.646965 = -429200.656426
  nChanged 397
		SP:Iteration 2F (22165.570000 sec): 3 clusters
  Score: Raw -432238.049390 + Penalty 2780.646965 = -429457.402425
  nChanged 338
		SP:Iteration 3F (22165.710000 sec): 3 clusters
  Score: Raw -432462.459111 + Penalty 2780.646965 = -429681.812147
  nChanged 297
		SP:Iteration 4F (22165.910000 sec): 3 clusters
  Score: Raw -432678.134397 + Penalty 2780.646965 = -429897.487432
  nChanged 279
		SP:Iteration 5F (22166.080000 sec): 3 clusters
  Score: Raw -432887.317050 + Penalty 2780.646965 = -430106.670085
  nChanged 242
		SP:Iteration 6Q (22166.200000 sec): 3 clusters
  Score: Raw -433098.960414 + Penalty 2780.646965 = -430318.313449
  nChanged 237
		SP:Iteration 7Q (22166.360000 sec): 3 clusters
  Score: Raw -433313.187311 + Penalty 2780.646965 = -430532.540347
  nChanged 214
		SP:Iteration 8Q (22166.500000 sec): 3 clusters
  Score: Raw -433535.738013 + Penalty 2780.646965 = -430755.091048
  nChanged 210
		SP:Iteration 9Q (22166.650000 sec): 3 clusters
  Score: Raw -433692.735145 + Penalty 2780.646965 = -430912.088180
  nChanged 169
		SP:Iteration 10Q (22166.860000 sec): 3 clusters
  Score: Raw -433830.565914 + Penalty 2780.646965 = -431049.918950
  nChanged 129
		SP:Iteration 11Q (22167.060000 sec): 3 clusters
  Score: Raw -433972.722237 + Penalty 2780.646965 = -431192.075272
  nChanged 145
		SP:Iteration 12Q (22167.220000 sec): 3 clusters
  Score: Raw -434204.096380 + Penalty 2780.646965 = -431423.449415
  nChanged 100
		SP:Iteration 13Q (22167.450000 sec): 3 clusters
  Score: Raw -434361.410935 + Penalty 2780.646965 = -431580.763970
  nChanged 70
		SP:Iteration 14Q (22167.610000 sec): 3 clusters
  Score: Raw -434439.016637 + Penalty 2780.646965 = -431658.369672
  nChanged 46
		SP:Iteration 15Q (22167.850000 sec): 3 clusters
  Score: Raw -434467.004376 + Penalty 2780.646965 = -431686.357411
  nChanged 25
		SP:Iteration 16Q (22168.040000 sec): 3 clusters
  Score: Raw -434477.410802 + Penalty 2780.646965 = -431696.763837
  nChanged 11
		SP:Iteration 17Q (22168.200000 sec): 3 clusters
  Score: Raw -434480.212281 + Penalty 2780.646965 = -431699.565316
  nChanged 8
		SP:Iteration 18Q (22168.340000 sec): 3 clusters
  Score: Raw -434481.646703 + Penalty 2780.646965 = -431700.999739
  nChanged 2
		SP:Iteration 19Q (22168.470000 sec): 3 clusters
  Score: Raw -434482.013359 + Penalty 2780.646965 = -431701.366394
  nChanged 2
		SP:Iteration 20F (22168.620000 sec): 3 clusters
  Score: Raw -434482.675460 + Penalty 2780.646965 = -431702.028495
  nChanged 1
		SP:Iteration 21Q (22168.770000 sec): 3 clusters
  Score: Raw -434482.929762 + Penalty 2780.646965 = -431702.282798
  nChanged 1
		SP:Iteration 22Q (22168.940000 sec): 3 clusters
  Score: Raw -434483.515798 + Penalty 2780.646965 = -431702.868833
  nChanged 3
		SP:Iteration 23Q (22169.080000 sec): 3 clusters
  Score: Raw -434484.559240 + Penalty 2780.646965 = -431703.912275
  nChanged 5
		SP:Iteration 24Q (22169.260000 sec): 3 clusters
  Score: Raw -434485.949579 + Penalty 2780.646965 = -431705.302614
  nChanged 3
		SP:Iteration 25Q (22169.440000 sec): 3 clusters
  Score: Raw -434486.989977 + Penalty 2780.646965 = -431706.343013
  nChanged 3
		SP:Iteration 26Q (22169.630000 sec): 3 clusters
  Score: Raw -434487.739046 + Penalty 2780.646965 = -431707.092081
  nChanged 0
		SP:Iteration 27F (22169.830000 sec): 3 clusters
  Score: Raw -434487.739046 + Penalty 2780.646965 = -431707.092081
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 86 (2482 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (22169.950000 sec): 2 clusters
  Score: Raw -206207.869733 + Penalty 1270.233244 = -204937.636488
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (22170.180000 sec): 3 clusters
  Score: Raw -205057.044633 + Penalty 2540.466489 = -202516.578144
  nChanged 919
		SP:Iteration 1F (22170.360000 sec): 3 clusters
  Score: Raw -205666.226349 + Penalty 2540.466489 = -203125.759860
  nChanged 241
		SP:Iteration 2F (22170.490000 sec): 3 clusters
  Score: Raw -205856.250790 + Penalty 2540.466489 = -203315.784301
  nChanged 169
		SP:Iteration 3F (22170.640000 sec): 3 clusters
  Score: Raw -205997.747364 + Penalty 2540.466489 = -203457.280875
  nChanged 132
		SP:Iteration 4F (22170.780000 sec): 3 clusters
  Score: Raw -206133.041242 + Penalty 2540.466489 = -203592.574753
  nChanged 117
		SP:Iteration 5Q (22170.930000 sec): 3 clusters
  Score: Raw -206260.636396 + Penalty 2540.466489 = -203720.169907
  nChanged 113
		SP:Iteration 6Q (22171.080000 sec): 3 clusters
  Score: Raw -206366.910723 + Penalty 2540.466489 = -203826.444234
  nChanged 97
		SP:Iteration 7Q (22171.170000 sec): 3 clusters
  Score: Raw -206446.061766 + Penalty 2540.466489 = -203905.595277
  nChanged 66
		SP:Iteration 8Q (22171.320000 sec): 3 clusters
  Score: Raw -206513.447119 + Penalty 2540.466489 = -203972.980630
  nChanged 65
		SP:Iteration 9Q (22171.410000 sec): 3 clusters
  Score: Raw -206576.769951 + Penalty 2540.466489 = -204036.303462
  nChanged 56
		SP:Iteration 10Q (22171.560000 sec): 3 clusters
  Score: Raw -206636.687707 + Penalty 2540.466489 = -204096.221218
  nChanged 46
		SP:Iteration 11Q (22171.700000 sec): 3 clusters
  Score: Raw -206680.277661 + Penalty 2540.466489 = -204139.811173
  nChanged 40
		SP:Iteration 12Q (22171.850000 sec): 3 clusters
  Score: Raw -206706.698135 + Penalty 2540.466489 = -204166.231646
  nChanged 22
		SP:Iteration 13Q (22171.970000 sec): 3 clusters
  Score: Raw -206718.868214 + Penalty 2540.466489 = -204178.401725
  nChanged 8
		SP:Iteration 14Q (22172.070000 sec): 3 clusters
  Score: Raw -206723.801914 + Penalty 2540.466489 = -204183.335425
  nChanged 11
		SP:Iteration 15Q (22172.220000 sec): 3 clusters
  Score: Raw -206731.416262 + Penalty 2540.466489 = -204190.949774
  nChanged 9
		SP:Iteration 16Q (22172.370000 sec): 3 clusters
  Score: Raw -206737.315712 + Penalty 2540.466489 = -204196.849223
  nChanged 11
		SP:Iteration 17Q (22172.510000 sec): 3 clusters
  Score: Raw -206743.171799 + Penalty 2540.466489 = -204202.705310
  nChanged 16
		SP:Iteration 18Q (22172.630000 sec): 3 clusters
  Score: Raw -206749.338844 + Penalty 2540.466489 = -204208.872355
  nChanged 9
		SP:Iteration 19Q (22172.770000 sec): 3 clusters
  Score: Raw -206753.993010 + Penalty 2540.466489 = -204213.526521
  nChanged 11
		SP:Iteration 20F (22172.910000 sec): 3 clusters
  Score: Raw -206760.276238 + Penalty 2540.466489 = -204219.809749
  nChanged 9
		SP:Iteration 21Q (22173.060000 sec): 3 clusters
  Score: Raw -206767.056138 + Penalty 2540.466489 = -204226.589649
  nChanged 13
		SP:Iteration 22Q (22173.200000 sec): 3 clusters
  Score: Raw -206774.062358 + Penalty 2540.466489 = -204233.595869
  nChanged 14
		SP:Iteration 23Q (22173.340000 sec): 3 clusters
  Score: Raw -206780.914316 + Penalty 2540.466489 = -204240.447828
  nChanged 6
		SP:Iteration 24Q (22173.490000 sec): 3 clusters
  Score: Raw -206783.246980 + Penalty 2540.466489 = -204242.780491
  nChanged 8
		SP:Iteration 25Q (22173.630000 sec): 3 clusters
  Score: Raw -206786.274296 + Penalty 2540.466489 = -204245.807808
  nChanged 3
		SP:Iteration 26Q (22173.770000 sec): 3 clusters
  Score: Raw -206787.931778 + Penalty 2540.466489 = -204247.465290
  nChanged 3
		SP:Iteration 27Q (22173.920000 sec): 3 clusters
  Score: Raw -206789.226314 + Penalty 2540.466489 = -204248.759825
  nChanged 6
		SP:Iteration 28Q (22174.070000 sec): 3 clusters
  Score: Raw -206793.628382 + Penalty 2540.466489 = -204253.161893
  nChanged 7
		SP:Iteration 29Q (22174.210000 sec): 3 clusters
  Score: Raw -206798.315445 + Penalty 2540.466489 = -204257.848957
  nChanged 5
		SP:Iteration 30Q (22174.350000 sec): 3 clusters
  Score: Raw -206799.892301 + Penalty 2540.466489 = -204259.425812
  nChanged 5
		SP:Iteration 31Q (22174.500000 sec): 3 clusters
  Score: Raw -206802.084525 + Penalty 2540.466489 = -204261.618037
  nChanged 4
		SP:Iteration 32Q (22174.640000 sec): 3 clusters
  Score: Raw -206804.057351 + Penalty 2540.466489 = -204263.590862
  nChanged 4
		SP:Iteration 33Q (22174.790000 sec): 3 clusters
  Score: Raw -206805.739613 + Penalty 2540.466489 = -204265.273124
  nChanged 8
		SP:Iteration 34Q (22174.930000 sec): 3 clusters
  Score: Raw -206809.796322 + Penalty 2540.466489 = -204269.329833
  nChanged 6
		SP:Iteration 35Q (22175.070000 sec): 3 clusters
  Score: Raw -206811.774049 + Penalty 2540.466489 = -204271.307561
  nChanged 2
		SP:Iteration 36Q (22175.220000 sec): 3 clusters
  Score: Raw -206812.799731 + Penalty 2540.466489 = -204272.333242
  nChanged 4
		SP:Iteration 37Q (22175.360000 sec): 3 clusters
  Score: Raw -206814.766749 + Penalty 2540.466489 = -204274.300260
  nChanged 6
		SP:Iteration 38Q (22175.510000 sec): 3 clusters
  Score: Raw -206817.885366 + Penalty 2540.466489 = -204277.418877
  nChanged 7
		SP:Iteration 39Q (22175.650000 sec): 3 clusters
  Score: Raw -206822.759198 + Penalty 2540.466489 = -204282.292709
  nChanged 13
		SP:Iteration 40F (22175.790000 sec): 3 clusters
  Score: Raw -206830.956900 + Penalty 2540.466489 = -204290.490411
  nChanged 12
		SP:Iteration 41Q (22175.940000 sec): 3 clusters
  Score: Raw -206837.945347 + Penalty 2540.466489 = -204297.478858
  nChanged 11
		SP:Iteration 42Q (22176.080000 sec): 3 clusters
  Score: Raw -206845.583245 + Penalty 2540.466489 = -204305.116756
  nChanged 15
		SP:Iteration 43Q (22176.230000 sec): 3 clusters
  Score: Raw -206855.786594 + Penalty 2540.466489 = -204315.320105
  nChanged 12
		SP:Iteration 44Q (22176.370000 sec): 3 clusters
  Score: Raw -206863.287436 + Penalty 2540.466489 = -204322.820947
  nChanged 9
		SP:Iteration 45Q (22176.510000 sec): 3 clusters
  Score: Raw -206869.759520 + Penalty 2540.466489 = -204329.293032
  nChanged 6
		SP:Iteration 46Q (22176.660000 sec): 3 clusters
  Score: Raw -206873.759442 + Penalty 2540.466489 = -204333.292953
  nChanged 9
		SP:Iteration 47Q (22176.800000 sec): 3 clusters
  Score: Raw -206878.565771 + Penalty 2540.466489 = -204338.099282
  nChanged 7
		SP:Iteration 48Q (22176.950000 sec): 3 clusters
  Score: Raw -206883.093229 + Penalty 2540.466489 = -204342.626740
  nChanged 3
		SP:Iteration 49Q (22177.090000 sec): 3 clusters
  Score: Raw -206884.262210 + Penalty 2540.466489 = -204343.795721
  nChanged 1
		SP:Iteration 50Q (22177.230000 sec): 3 clusters
  Score: Raw -206885.664528 + Penalty 2540.466489 = -204345.198039
  nChanged 1
		SP:Iteration 51Q (22177.380000 sec): 3 clusters
  Score: Raw -206886.047798 + Penalty 2540.466489 = -204345.581309
  nChanged 1
		SP:Iteration 52Q (22177.520000 sec): 3 clusters
  Score: Raw -206886.555406 + Penalty 2540.466489 = -204346.088917
  nChanged 2
		SP:Iteration 53Q (22177.670000 sec): 3 clusters
  Score: Raw -206887.376150 + Penalty 2540.466489 = -204346.909661
  nChanged 1
		SP:Iteration 54Q (22177.810000 sec): 3 clusters
  Score: Raw -206887.690036 + Penalty 2540.466489 = -204347.223547
  nChanged 0
		SP:Iteration 55F (22177.950000 sec): 3 clusters
  Score: Raw -206887.690036 + Penalty 2540.466489 = -204347.223547
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 87 (3631 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (22178.110000 sec): 2 clusters
  Score: Raw -306501.090625 + Penalty 1332.055298 = -305169.035327
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (22178.290000 sec): 3 clusters
  Score: Raw -304694.922429 + Penalty 2664.110596 = -302030.811833
  nChanged 1433
		SP:Iteration 1F (22178.470000 sec): 3 clusters
  Score: Raw -305525.738205 + Penalty 2664.110596 = -302861.627609
  nChanged 298
		SP:Iteration 2F (22178.690000 sec): 3 clusters
  Score: Raw -305694.212789 + Penalty 2664.110596 = -303030.102193
  nChanged 201
		SP:Iteration 3F (22178.830000 sec): 3 clusters
  Score: Raw -305814.541382 + Penalty 2664.110596 = -303150.430786
  nChanged 162
		SP:Iteration 4Q (22179.000000 sec): 3 clusters
  Score: Raw -305915.905981 + Penalty 2664.110596 = -303251.795386
  nChanged 154
		SP:Iteration 5Q (22179.200000 sec): 3 clusters
  Score: Raw -306009.533759 + Penalty 2664.110596 = -303345.423163
  nChanged 123
		SP:Iteration 6Q (22179.370000 sec): 3 clusters
  Score: Raw -306081.283145 + Penalty 2664.110596 = -303417.172549
  nChanged 109
		SP:Iteration 7Q (22179.520000 sec): 3 clusters
  Score: Raw -306134.791979 + Penalty 2664.110596 = -303470.681383
  nChanged 92
		SP:Iteration 8Q (22179.660000 sec): 3 clusters
  Score: Raw -306179.287549 + Penalty 2664.110596 = -303515.176953
  nChanged 85
		SP:Iteration 9Q (22179.810000 sec): 3 clusters
  Score: Raw -306217.539954 + Penalty 2664.110596 = -303553.429359
  nChanged 84
		SP:Iteration 10Q (22179.950000 sec): 3 clusters
  Score: Raw -306262.058514 + Penalty 2664.110596 = -303597.947918
  nChanged 79
		SP:Iteration 11Q (22180.100000 sec): 3 clusters
  Score: Raw -306301.666547 + Penalty 2664.110596 = -303637.555952
  nChanged 74
		SP:Iteration 12Q (22180.230000 sec): 3 clusters
  Score: Raw -306342.818293 + Penalty 2664.110596 = -303678.707697
  nChanged 77
		SP:Iteration 13Q (22180.380000 sec): 3 clusters
  Score: Raw -306385.081622 + Penalty 2664.110596 = -303720.971026
  nChanged 81
		SP:Iteration 14Q (22180.520000 sec): 3 clusters
  Score: Raw -306430.013121 + Penalty 2664.110596 = -303765.902526
  nChanged 77
		SP:Iteration 15Q (22180.660000 sec): 3 clusters
  Score: Raw -306474.058627 + Penalty 2664.110596 = -303809.948031
  nChanged 71
		SP:Iteration 16Q (22180.810000 sec): 3 clusters
  Score: Raw -306510.933488 + Penalty 2664.110596 = -303846.822892
  nChanged 50
		SP:Iteration 17Q (22180.950000 sec): 3 clusters
  Score: Raw -306540.470966 + Penalty 2664.110596 = -303876.360371
  nChanged 44
		SP:Iteration 18Q (22181.090000 sec): 3 clusters
  Score: Raw -306562.977266 + Penalty 2664.110596 = -303898.866670
  nChanged 38
		SP:Iteration 19Q (22181.240000 sec): 3 clusters
  Score: Raw -306583.789891 + Penalty 2664.110596 = -303919.679295
  nChanged 46
		SP:Iteration 20F (22181.380000 sec): 3 clusters
  Score: Raw -306607.954417 + Penalty 2664.110596 = -303943.843821
  nChanged 35
		SP:Iteration 21Q (22181.560000 sec): 3 clusters
  Score: Raw -306626.298012 + Penalty 2664.110596 = -303962.187417
  nChanged 30
		SP:Iteration 22Q (22181.750000 sec): 3 clusters
  Score: Raw -306639.681974 + Penalty 2664.110596 = -303975.571378
  nChanged 22
		SP:Iteration 23Q (22181.890000 sec): 3 clusters
  Score: Raw -306651.963954 + Penalty 2664.110596 = -303987.853358
  nChanged 26
		SP:Iteration 24Q (22182.030000 sec): 3 clusters
  Score: Raw -306667.260918 + Penalty 2664.110596 = -304003.150322
  nChanged 25
		SP:Iteration 25Q (22182.170000 sec): 3 clusters
  Score: Raw -306680.782950 + Penalty 2664.110596 = -304016.672355
  nChanged 13
		SP:Iteration 26Q (22182.330000 sec): 3 clusters
  Score: Raw -306687.504841 + Penalty 2664.110596 = -304023.394245
  nChanged 11
		SP:Iteration 27Q (22182.470000 sec): 3 clusters
  Score: Raw -306692.885847 + Penalty 2664.110596 = -304028.775251
  nChanged 5
		SP:Iteration 28Q (22182.630000 sec): 3 clusters
  Score: Raw -306694.966855 + Penalty 2664.110596 = -304030.856260
  nChanged 5
		SP:Iteration 29Q (22182.790000 sec): 3 clusters
  Score: Raw -306697.316237 + Penalty 2664.110596 = -304033.205642
  nChanged 5
		SP:Iteration 30Q (22182.950000 sec): 3 clusters
  Score: Raw -306699.462196 + Penalty 2664.110596 = -304035.351600
  nChanged 9
		SP:Iteration 31Q (22183.110000 sec): 3 clusters
  Score: Raw -306703.701829 + Penalty 2664.110596 = -304039.591233
  nChanged 7
		SP:Iteration 32Q (22183.270000 sec): 3 clusters
  Score: Raw -306706.815919 + Penalty 2664.110596 = -304042.705323
  nChanged 4
		SP:Iteration 33Q (22183.430000 sec): 3 clusters
  Score: Raw -306707.871727 + Penalty 2664.110596 = -304043.761131
  nChanged 0
		SP:Iteration 34F (22183.590000 sec): 3 clusters
  Score: Raw -306707.871727 + Penalty 2664.110596 = -304043.761131
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 88 (1320 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (22183.690000 sec): 2 clusters
  Score: Raw -105835.407930 + Penalty 1167.625390 = -104667.782540
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (22183.820000 sec): 3 clusters
  Score: Raw -105410.128308 + Penalty 2335.250780 = -103074.877528
  nChanged 453
		SP:Iteration 1F (22183.980000 sec): 3 clusters
  Score: Raw -105903.525612 + Penalty 2335.250780 = -103568.274832
  nChanged 125
		SP:Iteration 2F (22184.140000 sec): 3 clusters
  Score: Raw -106122.500144 + Penalty 2335.250780 = -103787.249364
  nChanged 88
		SP:Iteration 3F (22184.300000 sec): 3 clusters
  Score: Raw -106297.276125 + Penalty 2335.250780 = -103962.025345
  nChanged 73
		SP:Iteration 4F (22184.460000 sec): 3 clusters
  Score: Raw -106437.388036 + Penalty 2335.250780 = -104102.137256
  nChanged 56
		SP:Iteration 5Q (22184.620000 sec): 3 clusters
  Score: Raw -106504.071492 + Penalty 2335.250780 = -104168.820712
  nChanged 28
		SP:Iteration 6Q (22184.780000 sec): 3 clusters
  Score: Raw -106531.507844 + Penalty 2335.250780 = -104196.257064
  nChanged 17
		SP:Iteration 7Q (22184.940000 sec): 3 clusters
  Score: Raw -106554.263241 + Penalty 2335.250780 = -104219.012461
  nChanged 18
		SP:Iteration 8Q (22185.100000 sec): 3 clusters
  Score: Raw -106578.779579 + Penalty 2335.250780 = -104243.528799
  nChanged 13
		SP:Iteration 9Q (22185.260000 sec): 3 clusters
  Score: Raw -106594.375839 + Penalty 2335.250780 = -104259.125059
  nChanged 9
		SP:Iteration 10Q (22185.420000 sec): 3 clusters
  Score: Raw -106601.837596 + Penalty 2335.250780 = -104266.586816
  nChanged 4
		SP:Iteration 11Q (22185.580000 sec): 3 clusters
  Score: Raw -106603.695221 + Penalty 2335.250780 = -104268.444441
  nChanged 1
		SP:Iteration 12Q (22185.740000 sec): 3 clusters
  Score: Raw -106604.217021 + Penalty 2335.250780 = -104268.966241
  nChanged 1
		SP:Iteration 13Q (22185.900000 sec): 3 clusters
  Score: Raw -106604.855094 + Penalty 2335.250780 = -104269.604314
  nChanged 1
		SP:Iteration 14Q (22186.060000 sec): 3 clusters
  Score: Raw -106605.268420 + Penalty 2335.250780 = -104270.017640
  nChanged 2
		SP:Iteration 15Q (22186.220000 sec): 3 clusters
  Score: Raw -106607.904923 + Penalty 2335.250780 = -104272.654142
  nChanged 1
		SP:Iteration 16Q (22186.380000 sec): 3 clusters
  Score: Raw -106608.273529 + Penalty 2335.250780 = -104273.022749
  nChanged 0
		SP:Iteration 17F (22186.540000 sec): 3 clusters
  Score: Raw -106608.273529 + Penalty 2335.250780 = -104273.022749
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 89 (3457 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (22186.630000 sec): 2 clusters
  Score: Raw -296034.910153 + Penalty 1324.075421 = -294710.834731
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (22186.790000 sec): 3 clusters
  Score: Raw -294343.504127 + Penalty 2648.150843 = -291695.353284
  nChanged 1372
		SP:Iteration 1F (22186.950000 sec): 3 clusters
  Score: Raw -295235.766407 + Penalty 2648.150843 = -292587.615564
  nChanged 294
		SP:Iteration 2F (22187.110000 sec): 3 clusters
  Score: Raw -295498.619140 + Penalty 2648.150843 = -292850.468297
  nChanged 273
		SP:Iteration 3F (22187.270000 sec): 3 clusters
  Score: Raw -295724.328838 + Penalty 2648.150843 = -293076.177995
  nChanged 189
		SP:Iteration 4F (22187.430000 sec): 3 clusters
  Score: Raw -295861.041386 + Penalty 2648.150843 = -293212.890543
  nChanged 159
		SP:Iteration 5Q (22187.590000 sec): 3 clusters
  Score: Raw -295955.984416 + Penalty 2648.150843 = -293307.833573
  nChanged 121
		SP:Iteration 6Q (22187.750000 sec): 3 clusters
  Score: Raw -296026.061664 + Penalty 2648.150843 = -293377.910821
  nChanged 89
		SP:Iteration 7Q (22187.900000 sec): 3 clusters
  Score: Raw -296089.650630 + Penalty 2648.150843 = -293441.499787
  nChanged 91
		SP:Iteration 8Q (22188.060000 sec): 3 clusters
  Score: Raw -296139.682240 + Penalty 2648.150843 = -293491.531397
  nChanged 76
		SP:Iteration 9Q (22188.220000 sec): 3 clusters
  Score: Raw -296184.163145 + Penalty 2648.150843 = -293536.012302
  nChanged 57
		SP:Iteration 10Q (22188.380000 sec): 3 clusters
  Score: Raw -296216.888807 + Penalty 2648.150843 = -293568.737964
  nChanged 45
		SP:Iteration 11Q (22188.540000 sec): 3 clusters
  Score: Raw -296246.963549 + Penalty 2648.150843 = -293598.812706
  nChanged 48
		SP:Iteration 12Q (22188.700000 sec): 3 clusters
  Score: Raw -296273.700548 + Penalty 2648.150843 = -293625.549705
  nChanged 45
		SP:Iteration 13Q (22188.860000 sec): 3 clusters
  Score: Raw -296302.093929 + Penalty 2648.150843 = -293653.943086
  nChanged 43
		SP:Iteration 14Q (22189.020000 sec): 3 clusters
  Score: Raw -296327.040665 + Penalty 2648.150843 = -293678.889822
  nChanged 40
		SP:Iteration 15Q (22189.220000 sec): 3 clusters
  Score: Raw -296346.955850 + Penalty 2648.150843 = -293698.805007
  nChanged 34
		SP:Iteration 16Q (22189.440000 sec): 3 clusters
  Score: Raw -296367.123286 + Penalty 2648.150843 = -293718.972443
  nChanged 30
		SP:Iteration 17Q (22189.620000 sec): 3 clusters
  Score: Raw -296382.743509 + Penalty 2648.150843 = -293734.592666
  nChanged 35
		SP:Iteration 18Q (22189.820000 sec): 3 clusters
  Score: Raw -296399.334038 + Penalty 2648.150843 = -293751.183195
  nChanged 28
		SP:Iteration 19Q (22189.990000 sec): 3 clusters
  Score: Raw -296416.287054 + Penalty 2648.150843 = -293768.136211
  nChanged 30
		SP:Iteration 20F (22190.140000 sec): 3 clusters
  Score: Raw -296435.581465 + Penalty 2648.150843 = -293787.430622
  nChanged 46
		SP:Iteration 21Q (22190.260000 sec): 3 clusters
  Score: Raw -296465.426850 + Penalty 2648.150843 = -293817.276007
  nChanged 38
		SP:Iteration 22Q (22190.400000 sec): 3 clusters
  Score: Raw -296488.999251 + Penalty 2648.150843 = -293840.848408
  nChanged 37
		SP:Iteration 23Q (22190.550000 sec): 3 clusters
  Score: Raw -296515.482282 + Penalty 2648.150843 = -293867.331439
  nChanged 43
		SP:Iteration 24Q (22190.690000 sec): 3 clusters
  Score: Raw -296540.905430 + Penalty 2648.150843 = -293892.754587
  nChanged 35
		SP:Iteration 25Q (22190.830000 sec): 3 clusters
  Score: Raw -296558.717838 + Penalty 2648.150843 = -293910.566995
  nChanged 27
		SP:Iteration 26Q (22190.980000 sec): 3 clusters
  Score: Raw -296570.421203 + Penalty 2648.150843 = -293922.270360
  nChanged 19
		SP:Iteration 27Q (22191.120000 sec): 3 clusters
  Score: Raw -296578.834132 + Penalty 2648.150843 = -293930.683289
  nChanged 22
		SP:Iteration 28Q (22191.260000 sec): 3 clusters
  Score: Raw -296588.263387 + Penalty 2648.150843 = -293940.112544
  nChanged 12
		SP:Iteration 29Q (22191.410000 sec): 3 clusters
  Score: Raw -296591.064126 + Penalty 2648.150843 = -293942.913283
  nChanged 8
		SP:Iteration 30Q (22191.550000 sec): 3 clusters
  Score: Raw -296593.673338 + Penalty 2648.150843 = -293945.522495
  nChanged 10
		SP:Iteration 31Q (22191.700000 sec): 3 clusters
  Score: Raw -296597.984690 + Penalty 2648.150843 = -293949.833847
  nChanged 11
		SP:Iteration 32Q (22191.840000 sec): 3 clusters
  Score: Raw -296601.348392 + Penalty 2648.150843 = -293953.197549
  nChanged 10
		SP:Iteration 33Q (22191.980000 sec): 3 clusters
  Score: Raw -296604.506997 + Penalty 2648.150843 = -293956.356154
  nChanged 12
		SP:Iteration 34Q (22192.130000 sec): 3 clusters
  Score: Raw -296607.443504 + Penalty 2648.150843 = -293959.292661
  nChanged 4
		SP:Iteration 35Q (22192.270000 sec): 3 clusters
  Score: Raw -296608.566853 + Penalty 2648.150843 = -293960.416010
  nChanged 3
		SP:Iteration 36Q (22192.420000 sec): 3 clusters
  Score: Raw -296608.916197 + Penalty 2648.150843 = -293960.765354
  nChanged 1
		SP:Iteration 37Q (22192.560000 sec): 3 clusters
  Score: Raw -296609.061421 + Penalty 2648.150843 = -293960.910579
  nChanged 1
		SP:Iteration 38Q (22192.700000 sec): 3 clusters
  Score: Raw -296609.234918 + Penalty 2648.150843 = -293961.084075
  nChanged 0
		SP:Iteration 39F (22192.850000 sec): 3 clusters
  Score: Raw -296609.234918 + Penalty 2648.150843 = -293961.084075
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 90 (1064 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (22192.960000 sec): 2 clusters
  Score: Raw -84304.209168 + Penalty 1132.590984 = -83171.618184
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (22193.110000 sec): 3 clusters
  Score: Raw -83911.596957 + Penalty 2265.181968 = -81646.414989
  nChanged 364
		SP:Iteration 1F (22193.270000 sec): 3 clusters
  Score: Raw -84219.920775 + Penalty 2265.181968 = -81954.738808
  nChanged 86
		SP:Iteration 2F (22193.420000 sec): 3 clusters
  Score: Raw -84313.266512 + Penalty 2265.181968 = -82048.084544
  nChanged 48
		SP:Iteration 3Q (22193.620000 sec): 3 clusters
  Score: Raw -84361.231078 + Penalty 2265.181968 = -82096.049111
  nChanged 27
		SP:Iteration 4Q (22193.790000 sec): 3 clusters
  Score: Raw -84385.536891 + Penalty 2265.181968 = -82120.354923
  nChanged 8
		SP:Iteration 5Q (22193.960000 sec): 3 clusters
  Score: Raw -84395.307211 + Penalty 2265.181968 = -82130.125243
  nChanged 10
		SP:Iteration 6Q (22194.080000 sec): 3 clusters
  Score: Raw -84403.487729 + Penalty 2265.181968 = -82138.305761
  nChanged 11
		SP:Iteration 7Q (22194.230000 sec): 3 clusters
  Score: Raw -84414.350102 + Penalty 2265.181968 = -82149.168134
  nChanged 5
		SP:Iteration 8Q (22194.370000 sec): 3 clusters
  Score: Raw -84417.415946 + Penalty 2265.181968 = -82152.233978
  nChanged 6
		SP:Iteration 9Q (22194.510000 sec): 3 clusters
  Score: Raw -84424.097571 + Penalty 2265.181968 = -82158.915604
  nChanged 10
		SP:Iteration 10Q (22194.650000 sec): 3 clusters
  Score: Raw -84430.675684 + Penalty 2265.181968 = -82165.493716
  nChanged 7
		SP:Iteration 11Q (22194.790000 sec): 3 clusters
  Score: Raw -84436.609746 + Penalty 2265.181968 = -82171.427779
  nChanged 10
		SP:Iteration 12Q (22194.930000 sec): 3 clusters
  Score: Raw -84448.472652 + Penalty 2265.181968 = -82183.290684
  nChanged 17
		SP:Iteration 13Q (22195.070000 sec): 3 clusters
  Score: Raw -84468.572452 + Penalty 2265.181968 = -82203.390484
  nChanged 16
		SP:Iteration 14Q (22195.220000 sec): 3 clusters
  Score: Raw -84486.182069 + Penalty 2265.181968 = -82221.000101
  nChanged 17
		SP:Iteration 15Q (22195.360000 sec): 3 clusters
  Score: Raw -84506.177480 + Penalty 2265.181968 = -82240.995512
  nChanged 19
		SP:Iteration 16Q (22195.510000 sec): 3 clusters
  Score: Raw -84527.688999 + Penalty 2265.181968 = -82262.507031
  nChanged 15
		SP:Iteration 17Q (22195.600000 sec): 3 clusters
  Score: Raw -84546.024781 + Penalty 2265.181968 = -82280.842813
  nChanged 20
		SP:Iteration 18Q (22195.700000 sec): 3 clusters
  Score: Raw -84567.477773 + Penalty 2265.181968 = -82302.295806
  nChanged 13
		SP:Iteration 19Q (22195.800000 sec): 3 clusters
  Score: Raw -84580.915765 + Penalty 2265.181968 = -82315.733797
  nChanged 12
		SP:Iteration 20F (22195.900000 sec): 3 clusters
  Score: Raw -84595.564021 + Penalty 2265.181968 = -82330.382054
  nChanged 15
		SP:Iteration 21Q (22195.990000 sec): 3 clusters
  Score: Raw -84606.264257 + Penalty 2265.181968 = -82341.082289
  nChanged 12
		SP:Iteration 22Q (22196.080000 sec): 3 clusters
  Score: Raw -84617.159729 + Penalty 2265.181968 = -82351.977762
  nChanged 6
		SP:Iteration 23Q (22196.180000 sec): 3 clusters
  Score: Raw -84622.142773 + Penalty 2265.181968 = -82356.960806
  nChanged 3
		SP:Iteration 24Q (22196.290000 sec): 3 clusters
  Score: Raw -84623.627865 + Penalty 2265.181968 = -82358.445897
  nChanged 0
		SP:Iteration 25F (22196.490000 sec): 3 clusters
  Score: Raw -84623.627865 + Penalty 2265.181968 = -82358.445897
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 91 (9549 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (22196.680000 sec): 2 clusters
  Score: Raw -812236.636251 + Penalty 1489.181154 = -810747.455097
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (22197.000000 sec): 3 clusters
  Score: Raw -806857.128901 + Penalty 2978.362308 = -803878.766593
  nChanged 4121
		SP:Iteration 1F (22197.250000 sec): 3 clusters
  Score: Raw -809336.759018 + Penalty 2978.362308 = -806358.396710
  nChanged 737
		SP:Iteration 2F (22197.460000 sec): 3 clusters
  Score: Raw -809825.366744 + Penalty 2978.362308 = -806847.004436
  nChanged 702
		SP:Iteration 3F (22197.650000 sec): 3 clusters
  Score: Raw -810292.189518 + Penalty 2978.362308 = -807313.827211
  nChanged 614
		SP:Iteration 4F (22197.890000 sec): 3 clusters
  Score: Raw -810671.634307 + Penalty 2978.362308 = -807693.272000
  nChanged 513
		SP:Iteration 5F (22198.070000 sec): 3 clusters
  Score: Raw -810965.373802 + Penalty 2978.362308 = -807987.011494
  nChanged 439
		SP:Iteration 6Q (22198.320000 sec): 3 clusters
  Score: Raw -811198.776355 + Penalty 2978.362308 = -808220.414047
  nChanged 366
		SP:Iteration 7Q (22198.550000 sec): 3 clusters
  Score: Raw -811392.470782 + Penalty 2978.362308 = -808414.108474
  nChanged 315
		SP:Iteration 8Q (22198.780000 sec): 3 clusters
  Score: Raw -811583.607892 + Penalty 2978.362308 = -808605.245584
  nChanged 296
		SP:Iteration 9Q (22199.030000 sec): 3 clusters
  Score: Raw -811757.966576 + Penalty 2978.362308 = -808779.604268
  nChanged 276
		SP:Iteration 10Q (22199.380000 sec): 3 clusters
  Score: Raw -811918.382650 + Penalty 2978.362308 = -808940.020342
  nChanged 247
		SP:Iteration 11Q (22199.620000 sec): 3 clusters
  Score: Raw -812064.664314 + Penalty 2978.362308 = -809086.302006
  nChanged 233
		SP:Iteration 12Q (22199.830000 sec): 3 clusters
  Score: Raw -812210.336232 + Penalty 2978.362308 = -809231.973924
  nChanged 184
		SP:Iteration 13Q (22200.110000 sec): 3 clusters
  Score: Raw -812322.967792 + Penalty 2978.362308 = -809344.605484
  nChanged 162
		SP:Iteration 14Q (22200.350000 sec): 3 clusters
  Score: Raw -812422.367488 + Penalty 2978.362308 = -809444.005181
  nChanged 124
		SP:Iteration 15Q (22200.570000 sec): 3 clusters
  Score: Raw -812497.740948 + Penalty 2978.362308 = -809519.378640
  nChanged 107
		SP:Iteration 16Q (22200.750000 sec): 3 clusters
  Score: Raw -812556.497153 + Penalty 2978.362308 = -809578.134846
  nChanged 67
		SP:Iteration 17Q (22201.050000 sec): 3 clusters
  Score: Raw -812587.176177 + Penalty 2978.362308 = -809608.813869
  nChanged 59
		SP:Iteration 18Q (22201.250000 sec): 3 clusters
  Score: Raw -812613.991868 + Penalty 2978.362308 = -809635.629561
  nChanged 47
		SP:Iteration 19Q (22201.400000 sec): 3 clusters
  Score: Raw -812633.721441 + Penalty 2978.362308 = -809655.359133
  nChanged 32
		SP:Iteration 20F (22201.670000 sec): 3 clusters
  Score: Raw -812649.565156 + Penalty 2978.362308 = -809671.202848
  nChanged 35
		SP:Iteration 21Q (22201.920000 sec): 3 clusters
  Score: Raw -812669.609951 + Penalty 2978.362308 = -809691.247643
  nChanged 29
		SP:Iteration 22Q (22202.130000 sec): 3 clusters
  Score: Raw -812684.508842 + Penalty 2978.362308 = -809706.146534
  nChanged 22
		SP:Iteration 23Q (22202.380000 sec): 3 clusters
  Score: Raw -812693.592290 + Penalty 2978.362308 = -809715.229982
  nChanged 20
		SP:Iteration 24Q (22202.580000 sec): 3 clusters
  Score: Raw -812700.885095 + Penalty 2978.362308 = -809722.522787
  nChanged 14
		SP:Iteration 25Q (22202.790000 sec): 3 clusters
  Score: Raw -812707.549608 + Penalty 2978.362308 = -809729.187300
  nChanged 13
		SP:Iteration 26Q (22203.000000 sec): 3 clusters
  Score: Raw -812712.801188 + Penalty 2978.362308 = -809734.438881
  nChanged 18
		SP:Iteration 27Q (22203.210000 sec): 3 clusters
  Score: Raw -812719.450819 + Penalty 2978.362308 = -809741.088511
  nChanged 14
		SP:Iteration 28Q (22203.440000 sec): 3 clusters
  Score: Raw -812727.189697 + Penalty 2978.362308 = -809748.827390
  nChanged 19
		SP:Iteration 29Q (22203.670000 sec): 3 clusters
  Score: Raw -812739.197757 + Penalty 2978.362308 = -809760.835449
  nChanged 25
		SP:Iteration 30Q (22203.820000 sec): 3 clusters
  Score: Raw -812748.234307 + Penalty 2978.362308 = -809769.871999
  nChanged 18
		SP:Iteration 31Q (22204.000000 sec): 3 clusters
  Score: Raw -812756.954914 + Penalty 2978.362308 = -809778.592606
  nChanged 16
		SP:Iteration 32Q (22204.220000 sec): 3 clusters
  Score: Raw -812764.389926 + Penalty 2978.362308 = -809786.027618
  nChanged 13
		SP:Iteration 33Q (22204.430000 sec): 3 clusters
  Score: Raw -812771.017186 + Penalty 2978.362308 = -809792.654878
  nChanged 19
		SP:Iteration 34Q (22204.550000 sec): 3 clusters
  Score: Raw -812780.885628 + Penalty 2978.362308 = -809802.523321
  nChanged 8
		SP:Iteration 35Q (22204.760000 sec): 3 clusters
  Score: Raw -812785.705606 + Penalty 2978.362308 = -809807.343299
  nChanged 6
		SP:Iteration 36Q (22205.000000 sec): 3 clusters
  Score: Raw -812788.206840 + Penalty 2978.362308 = -809809.844532
  nChanged 2
		SP:Iteration 37Q (22205.210000 sec): 3 clusters
  Score: Raw -812789.010381 + Penalty 2978.362308 = -809810.648074
  nChanged 1
		SP:Iteration 38Q (22205.410000 sec): 3 clusters
  Score: Raw -812789.100912 + Penalty 2978.362308 = -809810.738604
  nChanged 3
		SP:Iteration 39Q (22205.620000 sec): 3 clusters
  Score: Raw -812790.710673 + Penalty 2978.362308 = -809812.348365
  nChanged 5
		SP:Iteration 40F (22205.840000 sec): 3 clusters
  Score: Raw -812793.312532 + Penalty 2978.362308 = -809814.950225
  nChanged 5
		SP:Iteration 41Q (22206.030000 sec): 3 clusters
  Score: Raw -812794.845840 + Penalty 2978.362308 = -809816.483532
  nChanged 1
		SP:Iteration 42Q (22206.260000 sec): 3 clusters
  Score: Raw -812795.168716 + Penalty 2978.362308 = -809816.806408
  nChanged 2
		SP:Iteration 43Q (22206.440000 sec): 3 clusters
  Score: Raw -812796.008275 + Penalty 2978.362308 = -809817.645967
  nChanged 4
		SP:Iteration 44Q (22206.660000 sec): 3 clusters
  Score: Raw -812797.535739 + Penalty 2978.362308 = -809819.173431
  nChanged 3
		SP:Iteration 45Q (22206.840000 sec): 3 clusters
  Score: Raw -812798.610808 + Penalty 2978.362308 = -809820.248501
  nChanged 1
		SP:Iteration 46Q (22207.060000 sec): 3 clusters
  Score: Raw -812798.858559 + Penalty 2978.362308 = -809820.496251
  nChanged 1
		SP:Iteration 47Q (22207.190000 sec): 3 clusters
  Score: Raw -812799.733759 + Penalty 2978.362308 = -809821.371451
  nChanged 3
		SP:Iteration 48Q (22207.370000 sec): 3 clusters
  Score: Raw -812801.278832 + Penalty 2978.362308 = -809822.916524
  nChanged 6
		SP:Iteration 49Q (22207.600000 sec): 3 clusters
  Score: Raw -812803.463390 + Penalty 2978.362308 = -809825.101083
  nChanged 5
		SP:Iteration 50Q (22207.810000 sec): 3 clusters
  Score: Raw -812805.223419 + Penalty 2978.362308 = -809826.861111
  nChanged 1
		SP:Iteration 51Q (22207.980000 sec): 3 clusters
  Score: Raw -812805.454915 + Penalty 2978.362308 = -809827.092607
  nChanged 3
		SP:Iteration 52Q (22208.180000 sec): 3 clusters
  Score: Raw -812805.901560 + Penalty 2978.362308 = -809827.539252
  nChanged 1
		SP:Iteration 53Q (22208.360000 sec): 3 clusters
  Score: Raw -812806.283165 + Penalty 2978.362308 = -809827.920857
  nChanged 0
		SP:Iteration 54F (22208.560000 sec): 3 clusters
  Score: Raw -812806.283165 + Penalty 2978.362308 = -809827.920857
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 92 (5217 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (22208.670000 sec): 2 clusters
  Score: Raw -477444.399931 + Penalty 1390.947643 = -476053.452288
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (22208.830000 sec): 3 clusters
  Score: Raw -474678.034821 + Penalty 2781.895286 = -471896.139535
  nChanged 2138
		SP:Iteration 1F (22209.020000 sec): 3 clusters
  Score: Raw -475923.875814 + Penalty 2781.895286 = -473141.980528
  nChanged 358
		SP:Iteration 2F (22209.120000 sec): 3 clusters
  Score: Raw -476136.980128 + Penalty 2781.895286 = -473355.084842
  nChanged 322
		SP:Iteration 3F (22209.260000 sec): 3 clusters
  Score: Raw -476359.877591 + Penalty 2781.895286 = -473577.982305
  nChanged 305
		SP:Iteration 4F (22209.440000 sec): 3 clusters
  Score: Raw -476581.869858 + Penalty 2781.895286 = -473799.974572
  nChanged 260
		SP:Iteration 5Q (22209.590000 sec): 3 clusters
  Score: Raw -476790.001307 + Penalty 2781.895286 = -474008.106021
  nChanged 280
		SP:Iteration 6F (22209.780000 sec): 3 clusters
  Score: Raw -477040.128254 + Penalty 2781.895286 = -474258.232968
  nChanged 281
		SP:Iteration 7F (22209.980000 sec): 3 clusters
  Score: Raw -477301.629934 + Penalty 2781.895286 = -474519.734648
  nChanged 270
		SP:Iteration 8F (22210.180000 sec): 3 clusters
  Score: Raw -477540.840875 + Penalty 2781.895286 = -474758.945589
  nChanged 246
		SP:Iteration 9Q (22210.350000 sec): 3 clusters
  Score: Raw -477758.309443 + Penalty 2781.895286 = -474976.414157
  nChanged 228
		SP:Iteration 10Q (22210.530000 sec): 3 clusters
  Score: Raw -477925.770851 + Penalty 2781.895286 = -475143.875565
  nChanged 157
		SP:Iteration 11Q (22210.700000 sec): 3 clusters
  Score: Raw -478044.300183 + Penalty 2781.895286 = -475262.404897
  nChanged 108
		SP:Iteration 12Q (22210.880000 sec): 3 clusters
  Score: Raw -478116.170816 + Penalty 2781.895286 = -475334.275530
  nChanged 93
		SP:Iteration 13Q (22211.090000 sec): 3 clusters
  Score: Raw -478165.411414 + Penalty 2781.895286 = -475383.516128
  nChanged 72
		SP:Iteration 14Q (22211.250000 sec): 3 clusters
  Score: Raw -478202.927353 + Penalty 2781.895286 = -475421.032067
  nChanged 52
		SP:Iteration 15Q (22211.500000 sec): 3 clusters
  Score: Raw -478226.179570 + Penalty 2781.895286 = -475444.284284
  nChanged 36
		SP:Iteration 16Q (22211.690000 sec): 3 clusters
  Score: Raw -478240.571733 + Penalty 2781.895286 = -475458.676447
  nChanged 37
		SP:Iteration 17Q (22211.800000 sec): 3 clusters
  Score: Raw -478253.714608 + Penalty 2781.895286 = -475471.819322
  nChanged 27
		SP:Iteration 18Q (22212.030000 sec): 3 clusters
  Score: Raw -478260.673905 + Penalty 2781.895286 = -475478.778619
  nChanged 26
		SP:Iteration 19Q (22212.210000 sec): 3 clusters
  Score: Raw -478267.995154 + Penalty 2781.895286 = -475486.099868
  nChanged 22
		SP:Iteration 20F (22212.400000 sec): 3 clusters
  Score: Raw -478274.817845 + Penalty 2781.895286 = -475492.922559
  nChanged 16
		SP:Iteration 21Q (22212.590000 sec): 3 clusters
  Score: Raw -478278.150786 + Penalty 2781.895286 = -475496.255500
  nChanged 13
		SP:Iteration 22Q (22212.780000 sec): 3 clusters
  Score: Raw -478281.024321 + Penalty 2781.895286 = -475499.129035
  nChanged 12
		SP:Iteration 23Q (22212.950000 sec): 3 clusters
  Score: Raw -478284.278512 + Penalty 2781.895286 = -475502.383226
  nChanged 7
		SP:Iteration 24Q (22213.130000 sec): 3 clusters
  Score: Raw -478286.125113 + Penalty 2781.895286 = -475504.229827
  nChanged 4
		SP:Iteration 25Q (22213.360000 sec): 3 clusters
  Score: Raw -478286.823715 + Penalty 2781.895286 = -475504.928429
  nChanged 2
		SP:Iteration 26Q (22213.510000 sec): 3 clusters
  Score: Raw -478287.042418 + Penalty 2781.895286 = -475505.147132
  nChanged 1
		SP:Iteration 27Q (22213.710000 sec): 3 clusters
  Score: Raw -478287.263068 + Penalty 2781.895286 = -475505.367782
  nChanged 1
		SP:Iteration 28Q (22213.840000 sec): 3 clusters
  Score: Raw -478287.466039 + Penalty 2781.895286 = -475505.570753
  nChanged 2
		SP:Iteration 29Q (22213.990000 sec): 3 clusters
  Score: Raw -478287.781332 + Penalty 2781.895286 = -475505.886046
  nChanged 2
		SP:Iteration 30Q (22214.120000 sec): 3 clusters
  Score: Raw -478288.532320 + Penalty 2781.895286 = -475506.637034
  nChanged 4
		SP:Iteration 31Q (22214.260000 sec): 3 clusters
  Score: Raw -478289.235052 + Penalty 2781.895286 = -475507.339766
  nChanged 3
		SP:Iteration 32Q (22214.420000 sec): 3 clusters
  Score: Raw -478289.742410 + Penalty 2781.895286 = -475507.847124
  nChanged 2
		SP:Iteration 33Q (22214.650000 sec): 3 clusters
  Score: Raw -478290.369384 + Penalty 2781.895286 = -475508.474098
  nChanged 5
		SP:Iteration 34Q (22214.840000 sec): 3 clusters
  Score: Raw -478291.524058 + Penalty 2781.895286 = -475509.628772
  nChanged 5
		SP:Iteration 35Q (22215.000000 sec): 3 clusters
  Score: Raw -478292.844385 + Penalty 2781.895286 = -475510.949100
  nChanged 1
		SP:Iteration 36Q (22215.130000 sec): 3 clusters
  Score: Raw -478293.004633 + Penalty 2781.895286 = -475511.109347
  nChanged 2
		SP:Iteration 37Q (22215.270000 sec): 3 clusters
  Score: Raw -478293.381007 + Penalty 2781.895286 = -475511.485721
  nChanged 1
		SP:Iteration 38Q (22215.430000 sec): 3 clusters
  Score: Raw -478293.520775 + Penalty 2781.895286 = -475511.625489
  nChanged 0
		SP:Iteration 39F (22215.660000 sec): 3 clusters
  Score: Raw -478293.520775 + Penalty 2781.895286 = -475511.625489
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 93 (1281 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (22215.770000 sec): 2 clusters
  Score: Raw -110823.018379 + Penalty 1162.751899 = -109660.266480
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (22215.910000 sec): 3 clusters
  Score: Raw -110324.145988 + Penalty 2325.503798 = -107998.642190
  nChanged 440
		SP:Iteration 1F (22216.040000 sec): 3 clusters
  Score: Raw -110678.358649 + Penalty 2325.503798 = -108352.854851
  nChanged 109
		SP:Iteration 2F (22216.230000 sec): 3 clusters
  Score: Raw -110798.563868 + Penalty 2325.503798 = -108473.060070
  nChanged 61
		SP:Iteration 3Q (22216.370000 sec): 3 clusters
  Score: Raw -110859.547020 + Penalty 2325.503798 = -108534.043222
  nChanged 46
		SP:Iteration 4Q (22216.580000 sec): 3 clusters
  Score: Raw -110915.859713 + Penalty 2325.503798 = -108590.355915
  nChanged 40
		SP:Iteration 5Q (22216.790000 sec): 3 clusters
  Score: Raw -110953.956746 + Penalty 2325.503798 = -108628.452948
  nChanged 24
		SP:Iteration 6Q (22216.930000 sec): 3 clusters
  Score: Raw -110970.201543 + Penalty 2325.503798 = -108644.697745
  nChanged 14
		SP:Iteration 7Q (22217.150000 sec): 3 clusters
  Score: Raw -110981.224147 + Penalty 2325.503798 = -108655.720349
  nChanged 17
		SP:Iteration 8Q (22217.300000 sec): 3 clusters
  Score: Raw -110995.960855 + Penalty 2325.503798 = -108670.457057
  nChanged 15
		SP:Iteration 9Q (22217.500000 sec): 3 clusters
  Score: Raw -111009.433626 + Penalty 2325.503798 = -108683.929828
  nChanged 8
		SP:Iteration 10Q (22217.600000 sec): 3 clusters
  Score: Raw -111017.369058 + Penalty 2325.503798 = -108691.865260
  nChanged 6
		SP:Iteration 11Q (22217.780000 sec): 3 clusters
  Score: Raw -111023.292012 + Penalty 2325.503798 = -108697.788214
  nChanged 11
		SP:Iteration 12Q (22217.960000 sec): 3 clusters
  Score: Raw -111032.292778 + Penalty 2325.503798 = -108706.788980
  nChanged 6
		SP:Iteration 13Q (22218.120000 sec): 3 clusters
  Score: Raw -111036.028008 + Penalty 2325.503798 = -108710.524210
  nChanged 2
		SP:Iteration 14Q (22218.320000 sec): 3 clusters
  Score: Raw -111037.625028 + Penalty 2325.503798 = -108712.121230
  nChanged 4
		SP:Iteration 15Q (22218.510000 sec): 3 clusters
  Score: Raw -111039.716250 + Penalty 2325.503798 = -108714.212452
  nChanged 5
		SP:Iteration 16Q (22218.730000 sec): 3 clusters
  Score: Raw -111044.291752 + Penalty 2325.503798 = -108718.787954
  nChanged 6
		SP:Iteration 17Q (22218.860000 sec): 3 clusters
  Score: Raw -111048.124605 + Penalty 2325.503798 = -108722.620807
  nChanged 3
		SP:Iteration 18Q (22219.000000 sec): 3 clusters
  Score: Raw -111050.042049 + Penalty 2325.503798 = -108724.538251
  nChanged 3
		SP:Iteration 19Q (22219.130000 sec): 3 clusters
  Score: Raw -111051.512129 + Penalty 2325.503798 = -108726.008331
  nChanged 2
		SP:Iteration 20F (22219.320000 sec): 3 clusters
  Score: Raw -111052.774765 + Penalty 2325.503798 = -108727.270967
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 94 (1894 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (22219.380000 sec): 2 clusters
  Score: Raw -152531.025332 + Penalty 1226.297519 = -151304.727813
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (22219.530000 sec): 3 clusters
  Score: Raw -151784.361334 + Penalty 2452.595039 = -149331.766295
  nChanged 660
		SP:Iteration 1F (22219.670000 sec): 3 clusters
  Score: Raw -152272.125019 + Penalty 2452.595039 = -149819.529980
  nChanged 140
		SP:Iteration 2F (22219.890000 sec): 3 clusters
  Score: Raw -152392.986685 + Penalty 2452.595039 = -149940.391646
  nChanged 82
		SP:Iteration 3Q (22220.080000 sec): 3 clusters
  Score: Raw -152463.768478 + Penalty 2452.595039 = -150011.173439
  nChanged 48
		SP:Iteration 4Q (22220.220000 sec): 3 clusters
  Score: Raw -152502.108610 + Penalty 2452.595039 = -150049.513571
  nChanged 55
		SP:Iteration 5Q (22220.360000 sec): 3 clusters
  Score: Raw -152542.218964 + Penalty 2452.595039 = -150089.623925
  nChanged 41
		SP:Iteration 6Q (22220.500000 sec): 3 clusters
  Score: Raw -152574.378908 + Penalty 2452.595039 = -150121.783869
  nChanged 34
		SP:Iteration 7Q (22220.660000 sec): 3 clusters
  Score: Raw -152594.341887 + Penalty 2452.595039 = -150141.746848
  nChanged 29
		SP:Iteration 8Q (22220.790000 sec): 3 clusters
  Score: Raw -152616.561544 + Penalty 2452.595039 = -150163.966505
  nChanged 24
		SP:Iteration 9Q (22220.890000 sec): 3 clusters
  Score: Raw -152630.269563 + Penalty 2452.595039 = -150177.674524
  nChanged 28
		SP:Iteration 10Q (22220.980000 sec): 3 clusters
  Score: Raw -152647.790140 + Penalty 2452.595039 = -150195.195101
  nChanged 26
		SP:Iteration 11Q (22221.080000 sec): 3 clusters
  Score: Raw -152664.106591 + Penalty 2452.595039 = -150211.511552
  nChanged 23
		SP:Iteration 12Q (22221.170000 sec): 3 clusters
  Score: Raw -152678.234224 + Penalty 2452.595039 = -150225.639185
  nChanged 21
		SP:Iteration 13Q (22221.270000 sec): 3 clusters
  Score: Raw -152694.259578 + Penalty 2452.595039 = -150241.664539
  nChanged 26
		SP:Iteration 14Q (22221.420000 sec): 3 clusters
  Score: Raw -152712.041416 + Penalty 2452.595039 = -150259.446377
  nChanged 21
		SP:Iteration 15Q (22221.510000 sec): 3 clusters
  Score: Raw -152725.422511 + Penalty 2452.595039 = -150272.827472
  nChanged 17
		SP:Iteration 16Q (22221.660000 sec): 3 clusters
  Score: Raw -152737.198871 + Penalty 2452.595039 = -150284.603832
  nChanged 20
		SP:Iteration 17Q (22221.750000 sec): 3 clusters
  Score: Raw -152749.261994 + Penalty 2452.595039 = -150296.666955
  nChanged 16
		SP:Iteration 18Q (22221.850000 sec): 3 clusters
  Score: Raw -152759.455569 + Penalty 2452.595039 = -150306.860530
  nChanged 14
		SP:Iteration 19Q (22221.990000 sec): 3 clusters
  Score: Raw -152769.808572 + Penalty 2452.595039 = -150317.213533
  nChanged 13
		SP:Iteration 20F (22222.130000 sec): 3 clusters
  Score: Raw -152778.404317 + Penalty 2452.595039 = -150325.809278
  nChanged 10
		SP:Iteration 21Q (22222.280000 sec): 3 clusters
  Score: Raw -152784.475470 + Penalty 2452.595039 = -150331.880431
  nChanged 9
		SP:Iteration 22Q (22222.420000 sec): 3 clusters
  Score: Raw -152791.526331 + Penalty 2452.595039 = -150338.931292
  nChanged 12
		SP:Iteration 23Q (22222.560000 sec): 3 clusters
  Score: Raw -152804.711588 + Penalty 2452.595039 = -150352.116549
  nChanged 22
		SP:Iteration 24Q (22222.700000 sec): 3 clusters
  Score: Raw -152830.231403 + Penalty 2452.595039 = -150377.636364
  nChanged 25
		SP:Iteration 25Q (22222.840000 sec): 3 clusters
  Score: Raw -152851.547334 + Penalty 2452.595039 = -150398.952295
  nChanged 28
		SP:Iteration 26Q (22222.990000 sec): 3 clusters
  Score: Raw -152882.814599 + Penalty 2452.595039 = -150430.219560
  nChanged 32
		SP:Iteration 27Q (22223.140000 sec): 3 clusters
  Score: Raw -152919.293741 + Penalty 2452.595039 = -150466.698702
  nChanged 33
		SP:Iteration 28Q (22223.290000 sec): 3 clusters
  Score: Raw -152951.723019 + Penalty 2452.595039 = -150499.127981
  nChanged 44
		SP:Iteration 29Q (22223.450000 sec): 3 clusters
  Score: Raw -152991.532948 + Penalty 2452.595039 = -150538.937909
  nChanged 36
		SP:Iteration 30Q (22223.610000 sec): 3 clusters
  Score: Raw -153034.855178 + Penalty 2452.595039 = -150582.260139
  nChanged 35
		SP:Iteration 31Q (22223.760000 sec): 3 clusters
  Score: Raw -153063.881416 + Penalty 2452.595039 = -150611.286377
  nChanged 24
		SP:Iteration 32Q (22223.900000 sec): 3 clusters
  Score: Raw -153083.009067 + Penalty 2452.595039 = -150630.414028
  nChanged 22
		SP:Iteration 33Q (22224.040000 sec): 3 clusters
  Score: Raw -153098.278792 + Penalty 2452.595039 = -150645.683753
  nChanged 17
		SP:Iteration 34Q (22224.190000 sec): 3 clusters
  Score: Raw -153110.375791 + Penalty 2452.595039 = -150657.780752
  nChanged 16
		SP:Iteration 35Q (22224.330000 sec): 3 clusters
  Score: Raw -153120.369396 + Penalty 2452.595039 = -150667.774357
  nChanged 13
		SP:Iteration 36Q (22224.480000 sec): 3 clusters
  Score: Raw -153129.176459 + Penalty 2452.595039 = -150676.581420
  nChanged 11
		SP:Iteration 37Q (22224.620000 sec): 3 clusters
  Score: Raw -153136.840033 + Penalty 2452.595039 = -150684.244994
  nChanged 14
		SP:Iteration 38Q (22224.760000 sec): 3 clusters
  Score: Raw -153147.752755 + Penalty 2452.595039 = -150695.157716
  nChanged 19
		SP:Iteration 39Q (22224.910000 sec): 3 clusters
  Score: Raw -153159.727500 + Penalty 2452.595039 = -150707.132461
  nChanged 16
		SP:Iteration 40F (22225.050000 sec): 3 clusters
  Score: Raw -153172.156117 + Penalty 2452.595039 = -150719.561078
  nChanged 14
		SP:Iteration 41Q (22225.200000 sec): 3 clusters
  Score: Raw -153181.937766 + Penalty 2452.595039 = -150729.342727
  nChanged 9
		SP:Iteration 42Q (22225.340000 sec): 3 clusters
  Score: Raw -153185.063097 + Penalty 2452.595039 = -150732.468058
  nChanged 1
		SP:Iteration 43Q (22225.480000 sec): 3 clusters
  Score: Raw -153185.172291 + Penalty 2452.595039 = -150732.577252
  nChanged 1
		SP:Iteration 44Q (22225.630000 sec): 3 clusters
  Score: Raw -153185.422171 + Penalty 2452.595039 = -150732.827132
  nChanged 1
		SP:Iteration 45Q (22225.770000 sec): 3 clusters
  Score: Raw -153185.666958 + Penalty 2452.595039 = -150733.071920
  nChanged 1
		SP:Iteration 46Q (22225.910000 sec): 3 clusters
  Score: Raw -153186.020106 + Penalty 2452.595039 = -150733.425067
  nChanged 1
		SP:Iteration 47Q (22226.060000 sec): 3 clusters
  Score: Raw -153186.667726 + Penalty 2452.595039 = -150734.072687
  nChanged 1
		SP:Iteration 48Q (22226.200000 sec): 3 clusters
  Score: Raw -153186.861104 + Penalty 2452.595039 = -150734.266065
  nChanged 1
		SP:Iteration 49Q (22226.340000 sec): 3 clusters
  Score: Raw -153187.399797 + Penalty 2452.595039 = -150734.804758
  nChanged 2
		SP:Iteration 50Q (22226.490000 sec): 3 clusters
  Score: Raw -153188.371425 + Penalty 2452.595039 = -150735.776386
  nChanged 1
		SP:Iteration 51Q (22226.630000 sec): 3 clusters
  Score: Raw -153189.133465 + Penalty 2452.595039 = -150736.538426
  nChanged 1
		SP:Iteration 52Q (22226.780000 sec): 3 clusters
  Score: Raw -153190.101932 + Penalty 2452.595039 = -150737.506893
  nChanged 2
		SP:Iteration 53Q (22226.920000 sec): 3 clusters
  Score: Raw -153192.079390 + Penalty 2452.595039 = -150739.484351
  nChanged 2
		SP:Iteration 54Q (22227.080000 sec): 3 clusters
  Score: Raw -153192.946249 + Penalty 2452.595039 = -150740.351210
  nChanged 4
		SP:Iteration 55Q (22227.250000 sec): 3 clusters
  Score: Raw -153194.518039 + Penalty 2452.595039 = -150741.923000
  nChanged 1
		SP:Iteration 56Q (22227.420000 sec): 3 clusters
  Score: Raw -153194.852236 + Penalty 2452.595039 = -150742.257197
  nChanged 4
		SP:Iteration 57Q (22227.600000 sec): 3 clusters
  Score: Raw -153196.201236 + Penalty 2452.595039 = -150743.606197
  nChanged 2
		SP:Iteration 58Q (22227.780000 sec): 3 clusters
  Score: Raw -153197.105434 + Penalty 2452.595039 = -150744.510395
  nChanged 1
		SP:Iteration 59Q (22227.950000 sec): 3 clusters
  Score: Raw -153198.172843 + Penalty 2452.595039 = -150745.577804
  nChanged 2
		SP:Iteration 60F (22228.130000 sec): 3 clusters
  Score: Raw -153199.049325 + Penalty 2452.595039 = -150746.454286
  nChanged 2
		SP:Iteration 61Q (22228.300000 sec): 3 clusters
  Score: Raw -153199.947258 + Penalty 2452.595039 = -150747.352219
  nChanged 2
		SP:Iteration 62Q (22228.480000 sec): 3 clusters
  Score: Raw -153201.041787 + Penalty 2452.595039 = -150748.446748
  nChanged 1
		SP:Iteration 63Q (22228.660000 sec): 3 clusters
  Score: Raw -153201.411294 + Penalty 2452.595039 = -150748.816255
  nChanged 0
		SP:Iteration 64F (22228.830000 sec): 3 clusters
  Score: Raw -153201.411294 + Penalty 2452.595039 = -150748.816255
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 95 (461 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (22228.920000 sec): 2 clusters
  Score: Raw -43609.993728 + Penalty 996.677182 = -42613.316546
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (22229.120000 sec): 3 clusters
  Score: Raw -43559.952557 + Penalty 1993.354364 = -41566.598193
  nChanged 92
		SP:Iteration 1F (22229.400000 sec): 3 clusters
  Score: Raw -43682.182953 + Penalty 1993.354364 = -41688.828590
  nChanged 20
		SP:Iteration 2Q (22229.520000 sec): 3 clusters
  Score: Raw -43717.292955 + Penalty 1993.354364 = -41723.938591
  nChanged 9
		SP:Iteration 3Q (22229.800000 sec): 3 clusters
  Score: Raw -43727.832953 + Penalty 1993.354364 = -41734.478589
  nChanged 3
		SP:Iteration 4Q (22229.970000 sec): 3 clusters
  Score: Raw -43733.316318 + Penalty 1993.354364 = -41739.961954
  nChanged 2
		SP:Iteration 5Q (22230.120000 sec): 3 clusters
  Score: Raw -43737.073006 + Penalty 1993.354364 = -41743.718642
  nChanged 2
		SP:Iteration 6Q (22230.260000 sec): 3 clusters
  Score: Raw -43740.037271 + Penalty 1993.354364 = -41746.682907
  nChanged 1
		SP:Iteration 7Q (22230.360000 sec): 3 clusters
  Score: Raw -43740.996605 + Penalty 1993.354364 = -41747.642241
  nChanged 1
		SP:Iteration 8Q (22230.450000 sec): 3 clusters
  Score: Raw -43743.460743 + Penalty 1993.354364 = -41750.106379
  nChanged 1
		SP:Iteration 9Q (22230.590000 sec): 3 clusters
  Score: Raw -43748.125063 + Penalty 1993.354364 = -41754.770699
  nChanged 1
		SP:Iteration 10Q (22230.690000 sec): 3 clusters
  Score: Raw -43749.973228 + Penalty 1993.354364 = -41756.618864
  nChanged 2
		SP:Iteration 11Q (22230.790000 sec): 3 clusters
  Score: Raw -43754.134842 + Penalty 1993.354364 = -41760.780478
  nChanged 3
		SP:Iteration 12Q (22230.930000 sec): 3 clusters
  Score: Raw -43761.458280 + Penalty 1993.354364 = -41768.103916
  nChanged 2
		SP:Iteration 13Q (22231.020000 sec): 3 clusters
  Score: Raw -43763.314440 + Penalty 1993.354364 = -41769.960076
  nChanged 1
		SP:Iteration 14Q (22231.120000 sec): 3 clusters
  Score: Raw -43765.196765 + Penalty 1993.354364 = -41771.842401
  nChanged 0
		SP:Iteration 15F (22231.270000 sec): 3 clusters
  Score: Raw -43765.196765 + Penalty 1993.354364 = -41771.842401
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 96 (2422 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (22231.360000 sec): 2 clusters
  Score: Raw -195545.825632 + Penalty 1266.256700 = -194279.568932
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (22231.470000 sec): 3 clusters
  Score: Raw -194484.729259 + Penalty 2532.513400 = -191952.215858
  nChanged 884
		SP:Iteration 1F (22231.640000 sec): 3 clusters
  Score: Raw -195217.901650 + Penalty 2532.513400 = -192685.388249
  nChanged 272
		SP:Iteration 2F (22231.800000 sec): 3 clusters
  Score: Raw -195540.787243 + Penalty 2532.513400 = -193008.273842
  nChanged 212
		SP:Iteration 3F (22231.940000 sec): 3 clusters
  Score: Raw -195836.179030 + Penalty 2532.513400 = -193303.665630
  nChanged 188
		SP:Iteration 4F (22232.060000 sec): 3 clusters
  Score: Raw -196136.289115 + Penalty 2532.513400 = -193603.775715
  nChanged 171
		SP:Iteration 5F (22232.200000 sec): 3 clusters
  Score: Raw -196385.150543 + Penalty 2532.513400 = -193852.637142
  nChanged 127
		SP:Iteration 6F (22232.350000 sec): 3 clusters
  Score: Raw -196558.358785 + Penalty 2532.513400 = -194025.845384
  nChanged 90
		SP:Iteration 7Q (22232.520000 sec): 3 clusters
  Score: Raw -196648.731310 + Penalty 2532.513400 = -194116.217910
  nChanged 36
		SP:Iteration 8Q (22232.660000 sec): 3 clusters
  Score: Raw -196680.102083 + Penalty 2532.513400 = -194147.588682
  nChanged 24
		SP:Iteration 9Q (22232.810000 sec): 3 clusters
  Score: Raw -196689.035858 + Penalty 2532.513400 = -194156.522458
  nChanged 11
		SP:Iteration 10Q (22232.890000 sec): 3 clusters
  Score: Raw -196693.280828 + Penalty 2532.513400 = -194160.767428
  nChanged 5
		SP:Iteration 11Q (22233.030000 sec): 3 clusters
  Score: Raw -196696.121529 + Penalty 2532.513400 = -194163.608129
  nChanged 4
		SP:Iteration 12Q (22233.120000 sec): 3 clusters
  Score: Raw -196697.475968 + Penalty 2532.513400 = -194164.962568
  nChanged 2
		SP:Iteration 13Q (22233.270000 sec): 3 clusters
  Score: Raw -196698.758590 + Penalty 2532.513400 = -194166.245190
  nChanged 3
		SP:Iteration 14Q (22233.410000 sec): 3 clusters
  Score: Raw -196699.930319 + Penalty 2532.513400 = -194167.416919
  nChanged 1
		SP:Iteration 15Q (22233.550000 sec): 3 clusters
  Score: Raw -196700.167273 + Penalty 2532.513400 = -194167.653873
  nChanged 1
		SP:Iteration 16Q (22233.660000 sec): 3 clusters
  Score: Raw -196700.356502 + Penalty 2532.513400 = -194167.843101
  nChanged 0
		SP:Iteration 17F (22233.820000 sec): 3 clusters
  Score: Raw -196700.356502 + Penalty 2532.513400 = -194167.843101
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 97 (5209 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (22233.940000 sec): 2 clusters
  Score: Raw -447830.040096 + Penalty 1390.698266 = -446439.341829
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (22234.080000 sec): 3 clusters
  Score: Raw -445088.596990 + Penalty 2781.396533 = -442307.200457
  nChanged 2165
		SP:Iteration 1F (22234.260000 sec): 3 clusters
  Score: Raw -446311.139189 + Penalty 2781.396533 = -443529.742657
  nChanged 390
		SP:Iteration 2F (22234.430000 sec): 3 clusters
  Score: Raw -446550.172429 + Penalty 2781.396533 = -443768.775896
  nChanged 318
		SP:Iteration 3F (22234.620000 sec): 3 clusters
  Score: Raw -446741.083895 + Penalty 2781.396533 = -443959.687362
  nChanged 292
		SP:Iteration 4F (22234.760000 sec): 3 clusters
  Score: Raw -446921.475069 + Penalty 2781.396533 = -444140.078536
  nChanged 270
		SP:Iteration 5F (22234.930000 sec): 3 clusters
  Score: Raw -447107.851136 + Penalty 2781.396533 = -444326.454603
  nChanged 279
		SP:Iteration 6F (22235.110000 sec): 3 clusters
  Score: Raw -447303.692059 + Penalty 2781.396533 = -444522.295526
  nChanged 234
		SP:Iteration 7Q (22235.310000 sec): 3 clusters
  Score: Raw -447455.502822 + Penalty 2781.396533 = -444674.106289
  nChanged 210
		SP:Iteration 8Q (22235.490000 sec): 3 clusters
  Score: Raw -447592.217991 + Penalty 2781.396533 = -444810.821459
  nChanged 172
		SP:Iteration 9Q (22235.700000 sec): 3 clusters
  Score: Raw -447696.153787 + Penalty 2781.396533 = -444914.757254
  nChanged 133
		SP:Iteration 10Q (22235.890000 sec): 3 clusters
  Score: Raw -447774.074905 + Penalty 2781.396533 = -444992.678373
  nChanged 104
		SP:Iteration 11Q (22236.140000 sec): 3 clusters
  Score: Raw -447833.670498 + Penalty 2781.396533 = -445052.273965
  nChanged 90
		SP:Iteration 12Q (22236.330000 sec): 3 clusters
  Score: Raw -447874.418747 + Penalty 2781.396533 = -445093.022214
  nChanged 69
		SP:Iteration 13Q (22236.550000 sec): 3 clusters
  Score: Raw -447909.454278 + Penalty 2781.396533 = -445128.057746
  nChanged 62
		SP:Iteration 14Q (22236.800000 sec): 3 clusters
  Score: Raw -447936.816379 + Penalty 2781.396533 = -445155.419846
  nChanged 50
		SP:Iteration 15Q (22236.990000 sec): 3 clusters
  Score: Raw -447956.151716 + Penalty 2781.396533 = -445174.755183
  nChanged 23
		SP:Iteration 16Q (22237.200000 sec): 3 clusters
  Score: Raw -447965.303111 + Penalty 2781.396533 = -445183.906578
  nChanged 18
		SP:Iteration 17Q (22237.380000 sec): 3 clusters
  Score: Raw -447969.863055 + Penalty 2781.396533 = -445188.466523
  nChanged 13
		SP:Iteration 18Q (22237.560000 sec): 3 clusters
  Score: Raw -447973.979811 + Penalty 2781.396533 = -445192.583279
  nChanged 11
		SP:Iteration 19Q (22237.730000 sec): 3 clusters
  Score: Raw -447976.699821 + Penalty 2781.396533 = -445195.303288
  nChanged 9
		SP:Iteration 20F (22237.920000 sec): 3 clusters
  Score: Raw -447979.216806 + Penalty 2781.396533 = -445197.820273
  nChanged 10
		SP:Iteration 21Q (22238.100000 sec): 3 clusters
  Score: Raw -447981.726902 + Penalty 2781.396533 = -445200.330369
  nChanged 8
		SP:Iteration 22Q (22238.310000 sec): 3 clusters
  Score: Raw -447983.244791 + Penalty 2781.396533 = -445201.848258
  nChanged 5
		SP:Iteration 23Q (22238.450000 sec): 3 clusters
  Score: Raw -447984.614801 + Penalty 2781.396533 = -445203.218269
  nChanged 6
		SP:Iteration 24Q (22238.640000 sec): 3 clusters
  Score: Raw -447985.864392 + Penalty 2781.396533 = -445204.467860
  nChanged 5
		SP:Iteration 25Q (22238.830000 sec): 3 clusters
  Score: Raw -447986.654563 + Penalty 2781.396533 = -445205.258030
  nChanged 5
		SP:Iteration 26Q (22239.010000 sec): 3 clusters
  Score: Raw -447987.905685 + Penalty 2781.396533 = -445206.509153
  nChanged 2
		SP:Iteration 27Q (22239.160000 sec): 3 clusters
  Score: Raw -447988.296102 + Penalty 2781.396533 = -445206.899570
  nChanged 1
		SP:Iteration 28Q (22239.340000 sec): 3 clusters
  Score: Raw -447988.472497 + Penalty 2781.396533 = -445207.075964
  nChanged 0
		SP:Iteration 29F (22239.540000 sec): 3 clusters
  Score: Raw -447988.472497 + Penalty 2781.396533 = -445207.075964
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 98 (2679 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (22239.650000 sec): 2 clusters
  Score: Raw -220156.547395 + Penalty 1282.644816 = -218873.902579
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (22239.830000 sec): 3 clusters
  Score: Raw -218944.545835 + Penalty 2565.289633 = -216379.256203
  nChanged 993
		SP:Iteration 1F (22239.980000 sec): 3 clusters
  Score: Raw -219587.014548 + Penalty 2565.289633 = -217021.724915
  nChanged 231
		SP:Iteration 2F (22240.070000 sec): 3 clusters
  Score: Raw -219772.263131 + Penalty 2565.289633 = -217206.973498
  nChanged 175
		SP:Iteration 3F (22240.220000 sec): 3 clusters
  Score: Raw -219908.245242 + Penalty 2565.289633 = -217342.955609
  nChanged 130
		SP:Iteration 4Q (22240.360000 sec): 3 clusters
  Score: Raw -220006.511467 + Penalty 2565.289633 = -217441.221835
  nChanged 110
		SP:Iteration 5Q (22240.500000 sec): 3 clusters
  Score: Raw -220086.371859 + Penalty 2565.289633 = -217521.082227
  nChanged 83
		SP:Iteration 6Q (22240.640000 sec): 3 clusters
  Score: Raw -220146.021982 + Penalty 2565.289633 = -217580.732350
  nChanged 83
		SP:Iteration 7Q (22240.780000 sec): 3 clusters
  Score: Raw -220198.012561 + Penalty 2565.289633 = -217632.722929
  nChanged 64
		SP:Iteration 8Q (22240.930000 sec): 3 clusters
  Score: Raw -220246.776292 + Penalty 2565.289633 = -217681.486659
  nChanged 54
		SP:Iteration 9Q (22241.030000 sec): 3 clusters
  Score: Raw -220280.426882 + Penalty 2565.289633 = -217715.137250
  nChanged 35
		SP:Iteration 10Q (22241.180000 sec): 3 clusters
  Score: Raw -220300.047564 + Penalty 2565.289633 = -217734.757932
  nChanged 38
		SP:Iteration 11Q (22241.320000 sec): 3 clusters
  Score: Raw -220323.771111 + Penalty 2565.289633 = -217758.481478
  nChanged 23
		SP:Iteration 12Q (22241.420000 sec): 3 clusters
  Score: Raw -220336.741069 + Penalty 2565.289633 = -217771.451436
  nChanged 23
		SP:Iteration 13Q (22241.560000 sec): 3 clusters
  Score: Raw -220348.039539 + Penalty 2565.289633 = -217782.749906
  nChanged 17
		SP:Iteration 14Q (22241.710000 sec): 3 clusters
  Score: Raw -220356.199705 + Penalty 2565.289633 = -217790.910073
  nChanged 22
		SP:Iteration 15Q (22241.850000 sec): 3 clusters
  Score: Raw -220367.007093 + Penalty 2565.289633 = -217801.717461
  nChanged 21
		SP:Iteration 16Q (22242.020000 sec): 3 clusters
  Score: Raw -220379.422732 + Penalty 2565.289633 = -217814.133100
  nChanged 16
		SP:Iteration 17Q (22242.160000 sec): 3 clusters
  Score: Raw -220389.440635 + Penalty 2565.289633 = -217824.151002
  nChanged 20
		SP:Iteration 18Q (22242.300000 sec): 3 clusters
  Score: Raw -220398.627417 + Penalty 2565.289633 = -217833.337785
  nChanged 15
		SP:Iteration 19Q (22242.490000 sec): 3 clusters
  Score: Raw -220404.536873 + Penalty 2565.289633 = -217839.247240
  nChanged 14
		SP:Iteration 20F (22242.640000 sec): 3 clusters
  Score: Raw -220411.179951 + Penalty 2565.289633 = -217845.890318
  nChanged 18
		SP:Iteration 21Q (22242.780000 sec): 3 clusters
  Score: Raw -220423.169674 + Penalty 2565.289633 = -217857.880041
  nChanged 26
		SP:Iteration 22Q (22242.930000 sec): 3 clusters
  Score: Raw -220443.408723 + Penalty 2565.289633 = -217878.119090
  nChanged 28
		SP:Iteration 23Q (22243.080000 sec): 3 clusters
  Score: Raw -220467.564155 + Penalty 2565.289633 = -217902.274522
  nChanged 37
		SP:Iteration 24Q (22243.240000 sec): 3 clusters
  Score: Raw -220495.535269 + Penalty 2565.289633 = -217930.245636
  nChanged 28
		SP:Iteration 25Q (22243.380000 sec): 3 clusters
  Score: Raw -220517.524641 + Penalty 2565.289633 = -217952.235009
  nChanged 32
		SP:Iteration 26Q (22243.540000 sec): 3 clusters
  Score: Raw -220547.394814 + Penalty 2565.289633 = -217982.105181
  nChanged 42
		SP:Iteration 27Q (22243.630000 sec): 3 clusters
  Score: Raw -220576.798802 + Penalty 2565.289633 = -218011.509169
  nChanged 34
		SP:Iteration 28Q (22243.730000 sec): 3 clusters
  Score: Raw -220604.404274 + Penalty 2565.289633 = -218039.114642
  nChanged 30
		SP:Iteration 29Q (22243.820000 sec): 3 clusters
  Score: Raw -220630.279455 + Penalty 2565.289633 = -218064.989823
  nChanged 26
		SP:Iteration 30Q (22243.970000 sec): 3 clusters
  Score: Raw -220651.936547 + Penalty 2565.289633 = -218086.646914
  nChanged 18
		SP:Iteration 31Q (22244.110000 sec): 3 clusters
  Score: Raw -220666.909668 + Penalty 2565.289633 = -218101.620036
  nChanged 10
		SP:Iteration 32Q (22244.210000 sec): 3 clusters
  Score: Raw -220672.881290 + Penalty 2565.289633 = -218107.591657
  nChanged 9
		SP:Iteration 33Q (22244.350000 sec): 3 clusters
  Score: Raw -220677.965935 + Penalty 2565.289633 = -218112.676303
  nChanged 6
		SP:Iteration 34Q (22244.500000 sec): 3 clusters
  Score: Raw -220683.877949 + Penalty 2565.289633 = -218118.588317
  nChanged 6
		SP:Iteration 35Q (22244.640000 sec): 3 clusters
  Score: Raw -220691.085536 + Penalty 2565.289633 = -218125.795904
  nChanged 9
		SP:Iteration 36Q (22244.780000 sec): 3 clusters
  Score: Raw -220696.777204 + Penalty 2565.289633 = -218131.487572
  nChanged 4
		SP:Iteration 37Q (22244.870000 sec): 3 clusters
  Score: Raw -220698.310185 + Penalty 2565.289633 = -218133.020552
  nChanged 5
		SP:Iteration 38Q (22245.020000 sec): 3 clusters
  Score: Raw -220702.191838 + Penalty 2565.289633 = -218136.902205
  nChanged 5
		SP:Iteration 39Q (22245.120000 sec): 3 clusters
  Score: Raw -220707.252390 + Penalty 2565.289633 = -218141.962757
  nChanged 7
		SP:Iteration 40F (22245.260000 sec): 3 clusters
  Score: Raw -220712.112327 + Penalty 2565.289633 = -218146.822694
  nChanged 3
		SP:Iteration 41Q (22245.360000 sec): 3 clusters
  Score: Raw -220713.036075 + Penalty 2565.289633 = -218147.746443
  nChanged 1
		SP:Iteration 42Q (22245.500000 sec): 3 clusters
  Score: Raw -220713.326434 + Penalty 2565.289633 = -218148.036801
  nChanged 1
		SP:Iteration 43Q (22245.620000 sec): 3 clusters
  Score: Raw -220713.722267 + Penalty 2565.289633 = -218148.432634
  nChanged 1
		SP:Iteration 44Q (22245.790000 sec): 3 clusters
  Score: Raw -220714.444939 + Penalty 2565.289633 = -218149.155306
  nChanged 0
		SP:Iteration 45F (22245.960000 sec): 3 clusters
  Score: Raw -220714.444939 + Penalty 2565.289633 = -218149.155306
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 99 (3052 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (22246.060000 sec): 2 clusters
  Score: Raw -273492.960680 + Penalty 1303.827264 = -272189.133416
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (22246.180000 sec): 3 clusters
  Score: Raw -272015.863091 + Penalty 2607.654528 = -269408.208563
  nChanged 1132
		SP:Iteration 1F (22246.360000 sec): 3 clusters
  Score: Raw -272693.587899 + Penalty 2607.654528 = -270085.933372
  nChanged 231
		SP:Iteration 2F (22246.550000 sec): 3 clusters
  Score: Raw -272847.162676 + Penalty 2607.654528 = -270239.508148
  nChanged 153
		SP:Iteration 3F (22246.720000 sec): 3 clusters
  Score: Raw -272941.924892 + Penalty 2607.654528 = -270334.270365
  nChanged 138
		SP:Iteration 4Q (22246.870000 sec): 3 clusters
  Score: Raw -273023.632205 + Penalty 2607.654528 = -270415.977678
  nChanged 97
		SP:Iteration 5Q (22247.050000 sec): 3 clusters
  Score: Raw -273076.248954 + Penalty 2607.654528 = -270468.594426
  nChanged 81
		SP:Iteration 6Q (22247.140000 sec): 3 clusters
  Score: Raw -273118.786575 + Penalty 2607.654528 = -270511.132047
  nChanged 55
		SP:Iteration 7Q (22247.260000 sec): 3 clusters
  Score: Raw -273144.875028 + Penalty 2607.654528 = -270537.220500
  nChanged 53
		SP:Iteration 8Q (22247.440000 sec): 3 clusters
  Score: Raw -273168.152164 + Penalty 2607.654528 = -270560.497637
  nChanged 57
		SP:Iteration 9Q (22247.620000 sec): 3 clusters
  Score: Raw -273192.887266 + Penalty 2607.654528 = -270585.232738
  nChanged 50
		SP:Iteration 10Q (22247.790000 sec): 3 clusters
  Score: Raw -273216.376923 + Penalty 2607.654528 = -270608.722395
  nChanged 48
		SP:Iteration 11Q (22248.010000 sec): 3 clusters
  Score: Raw -273237.970836 + Penalty 2607.654528 = -270630.316308
  nChanged 34
		SP:Iteration 12Q (22248.140000 sec): 3 clusters
  Score: Raw -273250.315611 + Penalty 2607.654528 = -270642.661083
  nChanged 31
		SP:Iteration 13Q (22248.320000 sec): 3 clusters
  Score: Raw -273260.118480 + Penalty 2607.654528 = -270652.463953
  nChanged 27
		SP:Iteration 14Q (22248.550000 sec): 3 clusters
  Score: Raw -273270.106909 + Penalty 2607.654528 = -270662.452382
  nChanged 35
		SP:Iteration 15Q (22248.710000 sec): 3 clusters
  Score: Raw -273283.430445 + Penalty 2607.654528 = -270675.775918
  nChanged 37
		SP:Iteration 16Q (22248.860000 sec): 3 clusters
  Score: Raw -273298.044188 + Penalty 2607.654528 = -270690.389660
  nChanged 38
		SP:Iteration 17Q (22249.080000 sec): 3 clusters
  Score: Raw -273316.490385 + Penalty 2607.654528 = -270708.835857
  nChanged 43
		SP:Iteration 18Q (22249.340000 sec): 3 clusters
  Score: Raw -273337.862860 + Penalty 2607.654528 = -270730.208333
  nChanged 55
		SP:Iteration 19Q (22249.560000 sec): 3 clusters
  Score: Raw -273363.303460 + Penalty 2607.654528 = -270755.648932
  nChanged 51
		SP:Iteration 20F (22249.700000 sec): 3 clusters
  Score: Raw -273389.667983 + Penalty 2607.654528 = -270782.013455
  nChanged 56
		SP:Iteration 21Q (22249.850000 sec): 3 clusters
  Score: Raw -273418.305479 + Penalty 2607.654528 = -270810.650952
  nChanged 48
		SP:Iteration 22Q (22250.000000 sec): 3 clusters
  Score: Raw -273442.018421 + Penalty 2607.654528 = -270834.363894
  nChanged 54
		SP:Iteration 23Q (22250.150000 sec): 3 clusters
  Score: Raw -273471.775573 + Penalty 2607.654528 = -270864.121046
  nChanged 53
		SP:Iteration 24Q (22250.300000 sec): 3 clusters
  Score: Raw -273502.771485 + Penalty 2607.654528 = -270895.116958
  nChanged 52
		SP:Iteration 25Q (22250.440000 sec): 3 clusters
  Score: Raw -273530.827259 + Penalty 2607.654528 = -270923.172732
  nChanged 45
		SP:Iteration 26Q (22250.590000 sec): 3 clusters
  Score: Raw -273556.213449 + Penalty 2607.654528 = -270948.558922
  nChanged 38
		SP:Iteration 27Q (22250.690000 sec): 3 clusters
  Score: Raw -273576.187999 + Penalty 2607.654528 = -270968.533471
  nChanged 35
		SP:Iteration 28Q (22250.830000 sec): 3 clusters
  Score: Raw -273594.915044 + Penalty 2607.654528 = -270987.260517
  nChanged 28
		SP:Iteration 29Q (22250.970000 sec): 3 clusters
  Score: Raw -273612.736831 + Penalty 2607.654528 = -271005.082303
  nChanged 22
		SP:Iteration 30Q (22251.150000 sec): 3 clusters
  Score: Raw -273627.506246 + Penalty 2607.654528 = -271019.851719
  nChanged 14
		SP:Iteration 31Q (22251.250000 sec): 3 clusters
  Score: Raw -273635.742717 + Penalty 2607.654528 = -271028.088189
  nChanged 10
		SP:Iteration 32Q (22251.400000 sec): 3 clusters
  Score: Raw -273643.222699 + Penalty 2607.654528 = -271035.568171
  nChanged 10
		SP:Iteration 33Q (22251.540000 sec): 3 clusters
  Score: Raw -273650.037044 + Penalty 2607.654528 = -271042.382517
  nChanged 15
		SP:Iteration 34Q (22251.690000 sec): 3 clusters
  Score: Raw -273659.791723 + Penalty 2607.654528 = -271052.137196
  nChanged 9
		SP:Iteration 35Q (22251.830000 sec): 3 clusters
  Score: Raw -273663.543363 + Penalty 2607.654528 = -271055.888835
  nChanged 8
		SP:Iteration 36Q (22251.970000 sec): 3 clusters
  Score: Raw -273666.385610 + Penalty 2607.654528 = -271058.731082
  nChanged 2
		SP:Iteration 37Q (22252.110000 sec): 3 clusters
  Score: Raw -273666.945393 + Penalty 2607.654528 = -271059.290865
  nChanged 1
		SP:Iteration 38Q (22252.260000 sec): 3 clusters
  Score: Raw -273667.211383 + Penalty 2607.654528 = -271059.556855
  nChanged 0
		SP:Iteration 39F (22252.430000 sec): 3 clusters
  Score: Raw -273667.211383 + Penalty 2607.654528 = -271059.556855
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 100 (6727 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (22252.530000 sec): 2 clusters
  Score: Raw -574602.545054 + Penalty 1432.256241 = -573170.288814
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (22252.780000 sec): 3 clusters
  Score: Raw -570920.794649 + Penalty 2864.512481 = -568056.282167
  nChanged 2823
		SP:Iteration 1F (22253.020000 sec): 3 clusters
  Score: Raw -572420.493687 + Penalty 2864.512481 = -569555.981206
  nChanged 409
		SP:Iteration 2F (22253.210000 sec): 3 clusters
  Score: Raw -572616.825214 + Penalty 2864.512481 = -569752.312732
  nChanged 343
		SP:Iteration 3F (22253.380000 sec): 3 clusters
  Score: Raw -572772.623760 + Penalty 2864.512481 = -569908.111279
  nChanged 269
		SP:Iteration 4Q (22253.610000 sec): 3 clusters
  Score: Raw -572895.830104 + Penalty 2864.512481 = -570031.317623
  nChanged 260
		SP:Iteration 5Q (22253.820000 sec): 3 clusters
  Score: Raw -573020.210592 + Penalty 2864.512481 = -570155.698110
  nChanged 253
		SP:Iteration 6Q (22254.010000 sec): 3 clusters
  Score: Raw -573136.314801 + Penalty 2864.512481 = -570271.802320
  nChanged 236
		SP:Iteration 7Q (22254.240000 sec): 3 clusters
  Score: Raw -573245.186111 + Penalty 2864.512481 = -570380.673630
  nChanged 211
		SP:Iteration 8Q (22254.450000 sec): 3 clusters
  Score: Raw -573341.451854 + Penalty 2864.512481 = -570476.939373
  nChanged 228
		SP:Iteration 9Q (22254.670000 sec): 3 clusters
  Score: Raw -573456.581626 + Penalty 2864.512481 = -570592.069144
  nChanged 246
		SP:Iteration 10Q (22254.880000 sec): 3 clusters
  Score: Raw -573589.187055 + Penalty 2864.512481 = -570724.674574
  nChanged 236
		SP:Iteration 11Q (22255.040000 sec): 3 clusters
  Score: Raw -573730.064413 + Penalty 2864.512481 = -570865.551932
  nChanged 250
		SP:Iteration 12Q (22255.230000 sec): 3 clusters
  Score: Raw -573873.581949 + Penalty 2864.512481 = -571009.069468
  nChanged 210
		SP:Iteration 13Q (22255.440000 sec): 3 clusters
  Score: Raw -573998.728238 + Penalty 2864.512481 = -571134.215756
  nChanged 209
		SP:Iteration 14Q (22255.680000 sec): 3 clusters
  Score: Raw -574117.297774 + Penalty 2864.512481 = -571252.785292
  nChanged 150
		SP:Iteration 15Q (22255.860000 sec): 3 clusters
  Score: Raw -574198.168898 + Penalty 2864.512481 = -571333.656417
  nChanged 132
		SP:Iteration 16Q (22256.020000 sec): 3 clusters
  Score: Raw -574268.025080 + Penalty 2864.512481 = -571403.512599
  nChanged 130
		SP:Iteration 17Q (22256.240000 sec): 3 clusters
  Score: Raw -574336.024141 + Penalty 2864.512481 = -571471.511660
  nChanged 113
		SP:Iteration 18Q (22256.360000 sec): 3 clusters
  Score: Raw -574393.883891 + Penalty 2864.512481 = -571529.371409
  nChanged 87
		SP:Iteration 19Q (22256.580000 sec): 3 clusters
  Score: Raw -574433.375298 + Penalty 2864.512481 = -571568.862817
  nChanged 73
		SP:Iteration 20F (22256.770000 sec): 3 clusters
  Score: Raw -574463.971860 + Penalty 2864.512481 = -571599.459379
  nChanged 61
		SP:Iteration 21Q (22256.960000 sec): 3 clusters
  Score: Raw -574489.946302 + Penalty 2864.512481 = -571625.433821
  nChanged 66
		SP:Iteration 22Q (22257.150000 sec): 3 clusters
  Score: Raw -574521.181620 + Penalty 2864.512481 = -571656.669139
  nChanged 59
		SP:Iteration 23Q (22257.290000 sec): 3 clusters
  Score: Raw -574547.324421 + Penalty 2864.512481 = -571682.811939
  nChanged 68
		SP:Iteration 24Q (22257.480000 sec): 3 clusters
  Score: Raw -574570.667385 + Penalty 2864.512481 = -571706.154903
  nChanged 56
		SP:Iteration 25Q (22257.620000 sec): 3 clusters
  Score: Raw -574597.354842 + Penalty 2864.512481 = -571732.842361
  nChanged 59
		SP:Iteration 26Q (22257.770000 sec): 3 clusters
  Score: Raw -574619.164352 + Penalty 2864.512481 = -571754.651871
  nChanged 53
		SP:Iteration 27Q (22258.020000 sec): 3 clusters
  Score: Raw -574641.331365 + Penalty 2864.512481 = -571776.818884
  nChanged 46
		SP:Iteration 28Q (22258.210000 sec): 3 clusters
  Score: Raw -574660.660544 + Penalty 2864.512481 = -571796.148063
  nChanged 45
		SP:Iteration 29Q (22258.370000 sec): 3 clusters
  Score: Raw -574677.775826 + Penalty 2864.512481 = -571813.263345
  nChanged 42
		SP:Iteration 30Q (22258.580000 sec): 3 clusters
  Score: Raw -574692.664288 + Penalty 2864.512481 = -571828.151807
  nChanged 31
		SP:Iteration 31Q (22258.790000 sec): 3 clusters
  Score: Raw -574703.275166 + Penalty 2864.512481 = -571838.762685
  nChanged 19
		SP:Iteration 32Q (22258.970000 sec): 3 clusters
  Score: Raw -574708.968773 + Penalty 2864.512481 = -571844.456292
  nChanged 19
		SP:Iteration 33Q (22259.170000 sec): 3 clusters
  Score: Raw -574716.128224 + Penalty 2864.512481 = -571851.615742
  nChanged 29
		SP:Iteration 34Q (22259.410000 sec): 3 clusters
  Score: Raw -574727.713711 + Penalty 2864.512481 = -571863.201230
  nChanged 32
		SP:Iteration 35Q (22259.610000 sec): 3 clusters
  Score: Raw -574739.921720 + Penalty 2864.512481 = -571875.409239
  nChanged 31
		SP:Iteration 36Q (22259.800000 sec): 3 clusters
  Score: Raw -574751.391713 + Penalty 2864.512481 = -571886.879232
  nChanged 24
		SP:Iteration 37Q (22259.960000 sec): 3 clusters
  Score: Raw -574761.099667 + Penalty 2864.512481 = -571896.587185
  nChanged 28
		SP:Iteration 38Q (22260.140000 sec): 3 clusters
  Score: Raw -574773.527901 + Penalty 2864.512481 = -571909.015420
  nChanged 31
		SP:Iteration 39Q (22260.330000 sec): 3 clusters
  Score: Raw -574786.991335 + Penalty 2864.512481 = -571922.478854
  nChanged 28
		SP:Iteration 40F (22260.520000 sec): 3 clusters
  Score: Raw -574802.091564 + Penalty 2864.512481 = -571937.579083
  nChanged 36
		SP:Iteration 41Q (22260.720000 sec): 3 clusters
  Score: Raw -574828.350262 + Penalty 2864.512481 = -571963.837781
  nChanged 50
		SP:Iteration 42Q (22260.920000 sec): 3 clusters
  Score: Raw -574854.118653 + Penalty 2864.512481 = -571989.606171
  nChanged 33
		SP:Iteration 43Q (22261.080000 sec): 3 clusters
  Score: Raw -574867.952281 + Penalty 2864.512481 = -572003.439800
  nChanged 28
		SP:Iteration 44Q (22261.300000 sec): 3 clusters
  Score: Raw -574877.807757 + Penalty 2864.512481 = -572013.295276
  nChanged 28
		SP:Iteration 45Q (22261.440000 sec): 3 clusters
  Score: Raw -574888.770154 + Penalty 2864.512481 = -572024.257673
  nChanged 19
		SP:Iteration 46Q (22261.630000 sec): 3 clusters
  Score: Raw -574895.381975 + Penalty 2864.512481 = -572030.869494
  nChanged 21
		SP:Iteration 47Q (22261.880000 sec): 3 clusters
  Score: Raw -574908.098323 + Penalty 2864.512481 = -572043.585842
  nChanged 27
		SP:Iteration 48Q (22262.100000 sec): 3 clusters
  Score: Raw -574919.300006 + Penalty 2864.512481 = -572054.787525
  nChanged 18
		SP:Iteration 49Q (22262.270000 sec): 3 clusters
  Score: Raw -574926.968003 + Penalty 2864.512481 = -572062.455522
  nChanged 18
		SP:Iteration 50Q (22262.430000 sec): 3 clusters
  Score: Raw -574934.730217 + Penalty 2864.512481 = -572070.217736
  nChanged 10
		SP:Iteration 51Q (22262.580000 sec): 3 clusters
  Score: Raw -574938.967849 + Penalty 2864.512481 = -572074.455368
  nChanged 13
		SP:Iteration 52Q (22262.750000 sec): 3 clusters
  Score: Raw -574945.429823 + Penalty 2864.512481 = -572080.917341
  nChanged 14
		SP:Iteration 53Q (22262.910000 sec): 3 clusters
  Score: Raw -574951.255560 + Penalty 2864.512481 = -572086.743078
  nChanged 11
		SP:Iteration 54Q (22263.150000 sec): 3 clusters
  Score: Raw -574957.209192 + Penalty 2864.512481 = -572092.696710
  nChanged 18
		SP:Iteration 55Q (22263.420000 sec): 3 clusters
  Score: Raw -574966.367871 + Penalty 2864.512481 = -572101.855389
  nChanged 21
		SP:Iteration 56Q (22263.620000 sec): 3 clusters
  Score: Raw -574976.868880 + Penalty 2864.512481 = -572112.356399
  nChanged 17
		SP:Iteration 57Q (22263.800000 sec): 3 clusters
  Score: Raw -574987.220509 + Penalty 2864.512481 = -572122.708027
  nChanged 11
		SP:Iteration 58Q (22264.000000 sec): 3 clusters
  Score: Raw -574991.373997 + Penalty 2864.512481 = -572126.861516
  nChanged 7
		SP:Iteration 59Q (22264.200000 sec): 3 clusters
  Score: Raw -574993.528587 + Penalty 2864.512481 = -572129.016106
  nChanged 3
		SP:Iteration 60F (22264.410000 sec): 3 clusters
  Score: Raw -574994.526854 + Penalty 2864.512481 = -572130.014373
  nChanged 3
		SP:Iteration 61Q (22264.620000 sec): 3 clusters
  Score: Raw -574995.441013 + Penalty 2864.512481 = -572130.928532
  nChanged 4
		SP:Iteration 62Q (22264.820000 sec): 3 clusters
  Score: Raw -574996.323066 + Penalty 2864.512481 = -572131.810585
  nChanged 2
		SP:Iteration 63Q (22265.030000 sec): 3 clusters
  Score: Raw -574996.625368 + Penalty 2864.512481 = -572132.112887
  nChanged 2
		SP:Iteration 64Q (22265.230000 sec): 3 clusters
  Score: Raw -574997.500103 + Penalty 2864.512481 = -572132.987622
  nChanged 2
		SP:Iteration 65Q (22265.440000 sec): 3 clusters
  Score: Raw -574998.259764 + Penalty 2864.512481 = -572133.747283
  nChanged 5
		SP:Iteration 66Q (22265.640000 sec): 3 clusters
  Score: Raw -574999.630320 + Penalty 2864.512481 = -572135.117838
  nChanged 6
		SP:Iteration 67Q (22265.850000 sec): 3 clusters
  Score: Raw -575001.342468 + Penalty 2864.512481 = -572136.829986
  nChanged 0
		SP:Iteration 68F (22266.060000 sec): 3 clusters
  Score: Raw -575001.342468 + Penalty 2864.512481 = -572136.829986
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 101 (605 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (22266.180000 sec): 2 clusters
  Score: Raw -45587.640350 + Penalty 1040.849624 = -44546.790725
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (22266.320000 sec): 3 clusters
  Score: Raw -45468.190490 + Penalty 2081.699249 = -43386.491241
  nChanged 140
		SP:Iteration 1F (22266.490000 sec): 3 clusters
  Score: Raw -45662.965210 + Penalty 2081.699249 = -43581.265961
  nChanged 38
		SP:Iteration 2F (22266.670000 sec): 3 clusters
  Score: Raw -45728.490155 + Penalty 2081.699249 = -43646.790907
  nChanged 25
		SP:Iteration 3Q (22266.840000 sec): 3 clusters
  Score: Raw -45780.086136 + Penalty 2081.699249 = -43698.386888
  nChanged 23
		SP:Iteration 4Q (22267.020000 sec): 3 clusters
  Score: Raw -45818.442376 + Penalty 2081.699249 = -43736.743127
  nChanged 16
		SP:Iteration 5Q (22267.200000 sec): 3 clusters
  Score: Raw -45843.383027 + Penalty 2081.699249 = -43761.683778
  nChanged 12
		SP:Iteration 6Q (22267.370000 sec): 3 clusters
  Score: Raw -45861.713154 + Penalty 2081.699249 = -43780.013905
  nChanged 6
		SP:Iteration 7Q (22267.550000 sec): 3 clusters
  Score: Raw -45873.290284 + Penalty 2081.699249 = -43791.591035
  nChanged 4
		SP:Iteration 8Q (22267.720000 sec): 3 clusters
  Score: Raw -45880.037778 + Penalty 2081.699249 = -43798.338529
  nChanged 2
		SP:Iteration 9Q (22267.900000 sec): 3 clusters
  Score: Raw -45883.793024 + Penalty 2081.699249 = -43802.093775
  nChanged 4
		SP:Iteration 10Q (22268.070000 sec): 3 clusters
  Score: Raw -45896.141835 + Penalty 2081.699249 = -43814.442586
  nChanged 5
		SP:Iteration 11Q (22268.250000 sec): 3 clusters
  Score: Raw -45902.763811 + Penalty 2081.699249 = -43821.064562
  nChanged 5
		SP:Iteration 12Q (22268.420000 sec): 3 clusters
  Score: Raw -45906.237640 + Penalty 2081.699249 = -43824.538391
  nChanged 2
		SP:Iteration 13Q (22268.600000 sec): 3 clusters
  Score: Raw -45910.548200 + Penalty 2081.699249 = -43828.848951
  nChanged 4
		SP:Iteration 14Q (22268.780000 sec): 3 clusters
  Score: Raw -45914.110164 + Penalty 2081.699249 = -43832.410915
  nChanged 2
		SP:Iteration 15Q (22268.950000 sec): 3 clusters
  Score: Raw -45922.200658 + Penalty 2081.699249 = -43840.501409
  nChanged 2
		SP:Iteration 16Q (22269.130000 sec): 3 clusters
  Score: Raw -45924.227465 + Penalty 2081.699249 = -43842.528216
  nChanged 1
		SP:Iteration 17Q (22269.300000 sec): 3 clusters
  Score: Raw -45926.499349 + Penalty 2081.699249 = -43844.800100
  nChanged 2
		SP:Iteration 18Q (22269.480000 sec): 3 clusters
  Score: Raw -45930.750544 + Penalty 2081.699249 = -43849.051295
  nChanged 1
		SP:Iteration 19Q (22269.660000 sec): 3 clusters
  Score: Raw -45931.314758 + Penalty 2081.699249 = -43849.615509
  nChanged 1
		SP:Iteration 20F (22269.830000 sec): 3 clusters
  Score: Raw -45932.665796 + Penalty 2081.699249 = -43850.966547
  nChanged 1
		SP:Iteration 21Q (22270.010000 sec): 3 clusters
  Score: Raw -45934.839083 + Penalty 2081.699249 = -43853.139834
  nChanged 2
		SP:Iteration 22Q (22270.180000 sec): 3 clusters
  Score: Raw -45937.313783 + Penalty 2081.699249 = -43855.614534
  nChanged 1
		SP:Iteration 23Q (22270.360000 sec): 3 clusters
  Score: Raw -45938.105282 + Penalty 2081.699249 = -43856.406033
  nChanged 0
		SP:Iteration 24F (22270.540000 sec): 3 clusters
  Score: Raw -45938.105282 + Penalty 2081.699249 = -43856.406033
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 102 (1409 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (22270.620000 sec): 2 clusters
  Score: Raw -117703.001840 + Penalty 1178.228271 = -116524.773569
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (22270.800000 sec): 3 clusters
  Score: Raw -117203.645532 + Penalty 2356.456541 = -114847.188990
  nChanged 462
		SP:Iteration 1F (22270.970000 sec): 3 clusters
  Score: Raw -117584.393441 + Penalty 2356.456541 = -115227.936900
  nChanged 103
		SP:Iteration 2F (22271.190000 sec): 3 clusters
  Score: Raw -117676.132053 + Penalty 2356.456541 = -115319.675512
  nChanged 66
		SP:Iteration 3Q (22271.360000 sec): 3 clusters
  Score: Raw -117745.866774 + Penalty 2356.456541 = -115389.410232
  nChanged 56
		SP:Iteration 4Q (22271.550000 sec): 3 clusters
  Score: Raw -117798.489196 + Penalty 2356.456541 = -115442.032654
  nChanged 37
		SP:Iteration 5Q (22271.760000 sec): 3 clusters
  Score: Raw -117822.732873 + Penalty 2356.456541 = -115466.276332
  nChanged 15
		SP:Iteration 6Q (22271.980000 sec): 3 clusters
  Score: Raw -117831.744160 + Penalty 2356.456541 = -115475.287618
  nChanged 18
		SP:Iteration 7Q (22272.110000 sec): 3 clusters
  Score: Raw -117842.868527 + Penalty 2356.456541 = -115486.411985
  nChanged 8
		SP:Iteration 8Q (22272.260000 sec): 3 clusters
  Score: Raw -117848.192570 + Penalty 2356.456541 = -115491.736028
  nChanged 5
		SP:Iteration 9Q (22272.380000 sec): 3 clusters
  Score: Raw -117852.489921 + Penalty 2356.456541 = -115496.033379
  nChanged 3
		SP:Iteration 10Q (22272.500000 sec): 3 clusters
  Score: Raw -117853.923119 + Penalty 2356.456541 = -115497.466578
  nChanged 8
		SP:Iteration 11Q (22272.690000 sec): 3 clusters
  Score: Raw -117858.082648 + Penalty 2356.456541 = -115501.626106
  nChanged 9
		SP:Iteration 12Q (22272.860000 sec): 3 clusters
  Score: Raw -117861.610207 + Penalty 2356.456541 = -115505.153666
  nChanged 5
		SP:Iteration 13Q (22273.040000 sec): 3 clusters
  Score: Raw -117864.984171 + Penalty 2356.456541 = -115508.527630
  nChanged 6
		SP:Iteration 14Q (22273.240000 sec): 3 clusters
  Score: Raw -117868.049449 + Penalty 2356.456541 = -115511.592907
  nChanged 8
		SP:Iteration 15Q (22273.370000 sec): 3 clusters
  Score: Raw -117873.098252 + Penalty 2356.456541 = -115516.641711
  nChanged 7
		SP:Iteration 16Q (22273.560000 sec): 3 clusters
  Score: Raw -117877.880410 + Penalty 2356.456541 = -115521.423868
  nChanged 6
		SP:Iteration 17Q (22273.770000 sec): 3 clusters
  Score: Raw -117881.634738 + Penalty 2356.456541 = -115525.178197
  nChanged 7
		SP:Iteration 18Q (22273.910000 sec): 3 clusters
  Score: Raw -117884.236231 + Penalty 2356.456541 = -115527.779690
  nChanged 4
		SP:Iteration 19Q (22274.090000 sec): 3 clusters
  Score: Raw -117885.594582 + Penalty 2356.456541 = -115529.138041
  nChanged 3
		SP:Iteration 20F (22274.260000 sec): 3 clusters
  Score: Raw -117886.678944 + Penalty 2356.456541 = -115530.222403
  nChanged 3
		SP:Iteration 21Q (22274.440000 sec): 3 clusters
  Score: Raw -117887.991491 + Penalty 2356.456541 = -115531.534950
  nChanged 2
		SP:Iteration 22Q (22274.640000 sec): 3 clusters
  Score: Raw -117889.333283 + Penalty 2356.456541 = -115532.876741
  nChanged 1
		SP:Iteration 23Q (22274.840000 sec): 3 clusters
  Score: Raw -117889.693589 + Penalty 2356.456541 = -115533.237048
  nChanged 1
		SP:Iteration 24Q (22275.040000 sec): 3 clusters
  Score: Raw -117889.804930 + Penalty 2356.456541 = -115533.348389
  nChanged 1
		SP:Iteration 25Q (22275.200000 sec): 3 clusters
  Score: Raw -117890.016391 + Penalty 2356.456541 = -115533.559850
  nChanged 2
		SP:Iteration 26Q (22275.360000 sec): 3 clusters
  Score: Raw -117890.582286 + Penalty 2356.456541 = -115534.125745
  nChanged 3
		SP:Iteration 27Q (22275.540000 sec): 3 clusters
  Score: Raw -117891.933970 + Penalty 2356.456541 = -115535.477428
  nChanged 2
		SP:Iteration 28Q (22275.670000 sec): 3 clusters
  Score: Raw -117893.516423 + Penalty 2356.456541 = -115537.059882
  nChanged 4
		SP:Iteration 29Q (22275.850000 sec): 3 clusters
  Score: Raw -117894.952114 + Penalty 2356.456541 = -115538.495573
  nChanged 4
		SP:Iteration 30Q (22275.940000 sec): 3 clusters
  Score: Raw -117897.654016 + Penalty 2356.456541 = -115541.197475
  nChanged 4
		SP:Iteration 31Q (22276.180000 sec): 3 clusters
  Score: Raw -117900.442177 + Penalty 2356.456541 = -115543.985636
  nChanged 2
		SP:Iteration 32Q (22276.310000 sec): 3 clusters
  Score: Raw -117901.175682 + Penalty 2356.456541 = -115544.719141
  nChanged 4
		SP:Iteration 33Q (22276.420000 sec): 3 clusters
  Score: Raw -117904.777969 + Penalty 2356.456541 = -115548.321428
  nChanged 3
		SP:Iteration 34Q (22276.560000 sec): 3 clusters
  Score: Raw -117906.346533 + Penalty 2356.456541 = -115549.889991
  nChanged 6
		SP:Iteration 35Q (22276.700000 sec): 3 clusters
  Score: Raw -117910.677682 + Penalty 2356.456541 = -115554.221141
  nChanged 5
		SP:Iteration 36Q (22276.840000 sec): 3 clusters
  Score: Raw -117913.696828 + Penalty 2356.456541 = -115557.240287
  nChanged 6
		SP:Iteration 37Q (22276.990000 sec): 3 clusters
  Score: Raw -117918.530022 + Penalty 2356.456541 = -115562.073480
  nChanged 6
		SP:Iteration 38Q (22277.080000 sec): 3 clusters
  Score: Raw -117921.941813 + Penalty 2356.456541 = -115565.485272
  nChanged 4
		SP:Iteration 39Q (22277.230000 sec): 3 clusters
  Score: Raw -117923.764377 + Penalty 2356.456541 = -115567.307836
  nChanged 5
		SP:Iteration 40F (22277.320000 sec): 3 clusters
  Score: Raw -117927.271154 + Penalty 2356.456541 = -115570.814613
  nChanged 3
		SP:Iteration 41Q (22277.470000 sec): 3 clusters
  Score: Raw -117930.029241 + Penalty 2356.456541 = -115573.572699
  nChanged 3
		SP:Iteration 42Q (22277.560000 sec): 3 clusters
  Score: Raw -117932.042779 + Penalty 2356.456541 = -115575.586237
  nChanged 2
		SP:Iteration 43Q (22277.710000 sec): 3 clusters
  Score: Raw -117933.341873 + Penalty 2356.456541 = -115576.885332
  nChanged 3
		SP:Iteration 44Q (22277.810000 sec): 3 clusters
  Score: Raw -117934.684752 + Penalty 2356.456541 = -115578.228211
  nChanged 3
		SP:Iteration 45Q (22278.000000 sec): 3 clusters
  Score: Raw -117936.007554 + Penalty 2356.456541 = -115579.551012
  nChanged 2
		SP:Iteration 46Q (22278.140000 sec): 3 clusters
  Score: Raw -117937.052208 + Penalty 2356.456541 = -115580.595666
  nChanged 3
		SP:Iteration 47Q (22278.290000 sec): 3 clusters
  Score: Raw -117938.340242 + Penalty 2356.456541 = -115581.883701
  nChanged 2
		SP:Iteration 48Q (22278.430000 sec): 3 clusters
  Score: Raw -117939.159131 + Penalty 2356.456541 = -115582.702590
  nChanged 0
		SP:Iteration 49F (22278.580000 sec): 3 clusters
  Score: Raw -117939.159131 + Penalty 2356.456541 = -115582.702590
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 103 (673 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (22278.660000 sec): 2 clusters
  Score: Raw -49247.477012 + Penalty 1058.158616 = -48189.318396
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (22278.760000 sec): 3 clusters
  Score: Raw -49131.396710 + Penalty 2116.317232 = -47015.079478
  nChanged 184
		SP:Iteration 1F (22278.900000 sec): 3 clusters
  Score: Raw -49391.826569 + Penalty 2116.317232 = -47275.509337
  nChanged 61
		SP:Iteration 2F (22279.090000 sec): 3 clusters
  Score: Raw -49493.476739 + Penalty 2116.317232 = -47377.159507
  nChanged 28
		SP:Iteration 3Q (22279.280000 sec): 3 clusters
  Score: Raw -49535.660348 + Penalty 2116.317232 = -47419.343116
  nChanged 14
		SP:Iteration 4Q (22279.420000 sec): 3 clusters
  Score: Raw -49555.335003 + Penalty 2116.317232 = -47439.017771
  nChanged 6
		SP:Iteration 5Q (22279.540000 sec): 3 clusters
  Score: Raw -49565.488523 + Penalty 2116.317232 = -47449.171291
  nChanged 7
		SP:Iteration 6Q (22279.690000 sec): 3 clusters
  Score: Raw -49580.098849 + Penalty 2116.317232 = -47463.781617
  nChanged 5
		SP:Iteration 7Q (22279.830000 sec): 3 clusters
  Score: Raw -49589.005757 + Penalty 2116.317232 = -47472.688525
  nChanged 2
		SP:Iteration 8Q (22279.930000 sec): 3 clusters
  Score: Raw -49592.105548 + Penalty 2116.317232 = -47475.788316
  nChanged 1
		SP:Iteration 9Q (22280.070000 sec): 3 clusters
  Score: Raw -49593.014384 + Penalty 2116.317232 = -47476.697152
  nChanged 1
		SP:Iteration 10Q (22280.170000 sec): 3 clusters
  Score: Raw -49598.480248 + Penalty 2116.317232 = -47482.163015
  nChanged 3
		SP:Iteration 11Q (22280.310000 sec): 3 clusters
  Score: Raw -49607.348264 + Penalty 2116.317232 = -47491.031032
  nChanged 6
		SP:Iteration 12Q (22280.410000 sec): 3 clusters
  Score: Raw -49627.829338 + Penalty 2116.317232 = -47511.512106
  nChanged 9
		SP:Iteration 13Q (22280.500000 sec): 3 clusters
  Score: Raw -49658.745613 + Penalty 2116.317232 = -47542.428381
  nChanged 11
		SP:Iteration 14Q (22280.650000 sec): 3 clusters
  Score: Raw -49693.132180 + Penalty 2116.317232 = -47576.814948
  nChanged 8
		SP:Iteration 15Q (22280.740000 sec): 3 clusters
  Score: Raw -49722.802245 + Penalty 2116.317232 = -47606.485012
  nChanged 8
		SP:Iteration 16Q (22280.890000 sec): 3 clusters
  Score: Raw -49749.205795 + Penalty 2116.317232 = -47632.888563
  nChanged 13
		SP:Iteration 17Q (22280.980000 sec): 3 clusters
  Score: Raw -49779.911014 + Penalty 2116.317232 = -47663.593782
  nChanged 11
		SP:Iteration 18Q (22281.080000 sec): 3 clusters
  Score: Raw -49794.047187 + Penalty 2116.317232 = -47677.729955
  nChanged 7
		SP:Iteration 19Q (22281.220000 sec): 3 clusters
  Score: Raw -49807.993330 + Penalty 2116.317232 = -47691.676098
  nChanged 6
		SP:Iteration 20F (22281.320000 sec): 3 clusters
  Score: Raw -49814.388495 + Penalty 2116.317232 = -47698.071263
  nChanged 3
		SP:Iteration 21Q (22281.460000 sec): 3 clusters
  Score: Raw -49816.889705 + Penalty 2116.317232 = -47700.572473
  nChanged 4
		SP:Iteration 22Q (22281.560000 sec): 3 clusters
  Score: Raw -49819.976260 + Penalty 2116.317232 = -47703.659028
  nChanged 0
		SP:Iteration 23F (22281.660000 sec): 3 clusters
  Score: Raw -49819.976260 + Penalty 2116.317232 = -47703.659028
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 104 (2611 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (22281.760000 sec): 2 clusters
  Score: Raw -247721.180069 + Penalty 1278.466892 = -246442.713176
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (22281.900000 sec): 3 clusters
  Score: Raw -246539.158315 + Penalty 2556.933785 = -243982.224530
  nChanged 931
		SP:Iteration 1F (22282.050000 sec): 3 clusters
  Score: Raw -247015.581880 + Penalty 2556.933785 = -244458.648095
  nChanged 194
		SP:Iteration 2F (22282.190000 sec): 3 clusters
  Score: Raw -247125.952586 + Penalty 2556.933785 = -244569.018801
  nChanged 126
		SP:Iteration 3Q (22282.290000 sec): 3 clusters
  Score: Raw -247200.956654 + Penalty 2556.933785 = -244644.022869
  nChanged 94
		SP:Iteration 4Q (22282.430000 sec): 3 clusters
  Score: Raw -247252.513961 + Penalty 2556.933785 = -244695.580176
  nChanged 69
		SP:Iteration 5Q (22282.570000 sec): 3 clusters
  Score: Raw -247285.899004 + Penalty 2556.933785 = -244728.965219
  nChanged 46
		SP:Iteration 6Q (22282.690000 sec): 3 clusters
  Score: Raw -247310.885600 + Penalty 2556.933785 = -244753.951815
  nChanged 51
		SP:Iteration 7Q (22282.830000 sec): 3 clusters
  Score: Raw -247333.407890 + Penalty 2556.933785 = -244776.474105
  nChanged 38
		SP:Iteration 8Q (22282.950000 sec): 3 clusters
  Score: Raw -247346.959647 + Penalty 2556.933785 = -244790.025863
  nChanged 36
		SP:Iteration 9Q (22283.100000 sec): 3 clusters
  Score: Raw -247359.147596 + Penalty 2556.933785 = -244802.213812
  nChanged 25
		SP:Iteration 10Q (22283.250000 sec): 3 clusters
  Score: Raw -247367.408778 + Penalty 2556.933785 = -244810.474993
  nChanged 17
		SP:Iteration 11Q (22283.410000 sec): 3 clusters
  Score: Raw -247376.981794 + Penalty 2556.933785 = -244820.048009
  nChanged 26
		SP:Iteration 12Q (22283.550000 sec): 3 clusters
  Score: Raw -247387.329302 + Penalty 2556.933785 = -244830.395517
  nChanged 16
		SP:Iteration 13Q (22283.750000 sec): 3 clusters
  Score: Raw -247393.467829 + Penalty 2556.933785 = -244836.534044
  nChanged 21
		SP:Iteration 14Q (22283.930000 sec): 3 clusters
  Score: Raw -247401.509540 + Penalty 2556.933785 = -244844.575755
  nChanged 25
		SP:Iteration 15Q (22284.070000 sec): 3 clusters
  Score: Raw -247412.847491 + Penalty 2556.933785 = -244855.913706
  nChanged 27
		SP:Iteration 16Q (22284.250000 sec): 3 clusters
  Score: Raw -247422.892392 + Penalty 2556.933785 = -244865.958607
  nChanged 24
		SP:Iteration 17Q (22284.380000 sec): 3 clusters
  Score: Raw -247431.684045 + Penalty 2556.933785 = -244874.750260
  nChanged 23
		SP:Iteration 18Q (22284.560000 sec): 3 clusters
  Score: Raw -247441.125198 + Penalty 2556.933785 = -244884.191413
  nChanged 23
		SP:Iteration 19Q (22284.690000 sec): 3 clusters
  Score: Raw -247451.410011 + Penalty 2556.933785 = -244894.476226
  nChanged 26
		SP:Iteration 20F (22284.820000 sec): 3 clusters
  Score: Raw -247462.639711 + Penalty 2556.933785 = -244905.705926
  nChanged 24
		SP:Iteration 21Q (22284.950000 sec): 3 clusters
  Score: Raw -247472.166992 + Penalty 2556.933785 = -244915.233207
  nChanged 22
		SP:Iteration 22Q (22285.130000 sec): 3 clusters
  Score: Raw -247482.409764 + Penalty 2556.933785 = -244925.475979
  nChanged 28
		SP:Iteration 23Q (22285.360000 sec): 3 clusters
  Score: Raw -247492.334657 + Penalty 2556.933785 = -244935.400872
  nChanged 25
		SP:Iteration 24Q (22285.500000 sec): 3 clusters
  Score: Raw -247502.156908 + Penalty 2556.933785 = -244945.223123
  nChanged 27
		SP:Iteration 25Q (22285.670000 sec): 3 clusters
  Score: Raw -247512.232552 + Penalty 2556.933785 = -244955.298767
  nChanged 19
		SP:Iteration 26Q (22285.860000 sec): 3 clusters
  Score: Raw -247519.296935 + Penalty 2556.933785 = -244962.363150
  nChanged 20
		SP:Iteration 27Q (22285.990000 sec): 3 clusters
  Score: Raw -247527.744337 + Penalty 2556.933785 = -244970.810553
  nChanged 26
		SP:Iteration 28Q (22286.180000 sec): 3 clusters
  Score: Raw -247539.199624 + Penalty 2556.933785 = -244982.265840
  nChanged 42
		SP:Iteration 29Q (22286.350000 sec): 3 clusters
  Score: Raw -247560.842755 + Penalty 2556.933785 = -245003.908970
  nChanged 42
		SP:Iteration 30Q (22286.530000 sec): 3 clusters
  Score: Raw -247582.924613 + Penalty 2556.933785 = -245025.990829
  nChanged 39
		SP:Iteration 31Q (22286.710000 sec): 3 clusters
  Score: Raw -247611.699180 + Penalty 2556.933785 = -245054.765395
  nChanged 50
		SP:Iteration 32Q (22286.880000 sec): 3 clusters
  Score: Raw -247646.882283 + Penalty 2556.933785 = -245089.948498
  nChanged 40
		SP:Iteration 33Q (22287.060000 sec): 3 clusters
  Score: Raw -247669.401707 + Penalty 2556.933785 = -245112.467922
  nChanged 41
		SP:Iteration 34Q (22287.240000 sec): 3 clusters
  Score: Raw -247690.495923 + Penalty 2556.933785 = -245133.562139
  nChanged 33
		SP:Iteration 35Q (22287.420000 sec): 3 clusters
  Score: Raw -247707.942683 + Penalty 2556.933785 = -245151.008898
  nChanged 34
		SP:Iteration 36Q (22287.590000 sec): 3 clusters
  Score: Raw -247726.051531 + Penalty 2556.933785 = -245169.117746
  nChanged 36
		SP:Iteration 37Q (22287.750000 sec): 3 clusters
  Score: Raw -247744.857466 + Penalty 2556.933785 = -245187.923682
  nChanged 36
		SP:Iteration 38Q (22287.900000 sec): 3 clusters
  Score: Raw -247766.967819 + Penalty 2556.933785 = -245210.034034
  nChanged 34
		SP:Iteration 39Q (22288.060000 sec): 3 clusters
  Score: Raw -247791.326161 + Penalty 2556.933785 = -245234.392376
  nChanged 40
		SP:Iteration 40F (22288.240000 sec): 3 clusters
  Score: Raw -247818.961750 + Penalty 2556.933785 = -245262.027965
  nChanged 31
		SP:Iteration 41Q (22288.370000 sec): 3 clusters
  Score: Raw -247841.823049 + Penalty 2556.933785 = -245284.889264
  nChanged 20
		SP:Iteration 42Q (22288.540000 sec): 3 clusters
  Score: Raw -247855.300748 + Penalty 2556.933785 = -245298.366964
  nChanged 13
		SP:Iteration 43Q (22288.750000 sec): 3 clusters
  Score: Raw -247865.259428 + Penalty 2556.933785 = -245308.325643
  nChanged 18
		SP:Iteration 44Q (22288.930000 sec): 3 clusters
  Score: Raw -247880.580911 + Penalty 2556.933785 = -245323.647126
  nChanged 25
		SP:Iteration 45Q (22289.080000 sec): 3 clusters
  Score: Raw -247897.348950 + Penalty 2556.933785 = -245340.415165
  nChanged 22
		SP:Iteration 46Q (22289.260000 sec): 3 clusters
  Score: Raw -247913.442240 + Penalty 2556.933785 = -245356.508455
  nChanged 21
		SP:Iteration 47Q (22289.430000 sec): 3 clusters
  Score: Raw -247931.027735 + Penalty 2556.933785 = -245374.093950
  nChanged 18
		SP:Iteration 48Q (22289.570000 sec): 3 clusters
  Score: Raw -247943.500975 + Penalty 2556.933785 = -245386.567190
  nChanged 11
		SP:Iteration 49Q (22289.750000 sec): 3 clusters
  Score: Raw -247950.959389 + Penalty 2556.933785 = -245394.025604
  nChanged 9
		SP:Iteration 50Q (22289.890000 sec): 3 clusters
  Score: Raw -247958.092701 + Penalty 2556.933785 = -245401.158916
  nChanged 12
		SP:Iteration 51Q (22290.030000 sec): 3 clusters
  Score: Raw -247970.240099 + Penalty 2556.933785 = -245413.306314
  nChanged 11
		SP:Iteration 52Q (22290.170000 sec): 3 clusters
  Score: Raw -247977.434780 + Penalty 2556.933785 = -245420.500995
  nChanged 9
		SP:Iteration 53Q (22290.320000 sec): 3 clusters
  Score: Raw -247982.291574 + Penalty 2556.933785 = -245425.357789
  nChanged 6
		SP:Iteration 54Q (22290.530000 sec): 3 clusters
  Score: Raw -247984.890693 + Penalty 2556.933785 = -245427.956908
  nChanged 3
		SP:Iteration 55Q (22290.710000 sec): 3 clusters
  Score: Raw -247986.180427 + Penalty 2556.933785 = -245429.246643
  nChanged 1
		SP:Iteration 56Q (22290.880000 sec): 3 clusters
  Score: Raw -247998.932879 + Penalty 2556.933785 = -245441.999094
  nChanged 8
		SP:Iteration 57Q (22291.080000 sec): 3 clusters
  Score: Raw -248008.119220 + Penalty 2556.933785 = -245451.185435
  nChanged 9
		SP:Iteration 58Q (22291.270000 sec): 3 clusters
  Score: Raw -248017.302486 + Penalty 2556.933785 = -245460.368701
  nChanged 13
		SP:Iteration 59Q (22291.410000 sec): 3 clusters
  Score: Raw -248028.329943 + Penalty 2556.933785 = -245471.396159
  nChanged 10
		SP:Iteration 60F (22291.580000 sec): 3 clusters
  Score: Raw -248036.595914 + Penalty 2556.933785 = -245479.662129
  nChanged 5
		SP:Iteration 61Q (22291.790000 sec): 3 clusters
  Score: Raw -248040.356967 + Penalty 2556.933785 = -245483.423182
  nChanged 9
		SP:Iteration 62Q (22291.970000 sec): 3 clusters
  Score: Raw -248048.304485 + Penalty 2556.933785 = -245491.370701
  nChanged 9
		SP:Iteration 63Q (22292.160000 sec): 3 clusters
  Score: Raw -248055.100692 + Penalty 2556.933785 = -245498.166907
  nChanged 8
		SP:Iteration 64Q (22292.340000 sec): 3 clusters
  Score: Raw -248059.407697 + Penalty 2556.933785 = -245502.473912
  nChanged 4
		SP:Iteration 65Q (22292.530000 sec): 3 clusters
  Score: Raw -248062.417085 + Penalty 2556.933785 = -245505.483300
  nChanged 7
		SP:Iteration 66Q (22292.800000 sec): 3 clusters
  Score: Raw -248067.394334 + Penalty 2556.933785 = -245510.460549
  nChanged 4
		SP:Iteration 67Q (22292.970000 sec): 3 clusters
  Score: Raw -248069.086776 + Penalty 2556.933785 = -245512.152991
  nChanged 1
		SP:Iteration 68Q (22293.150000 sec): 3 clusters
  Score: Raw -248069.840888 + Penalty 2556.933785 = -245512.907103
  nChanged 1
		SP:Iteration 69Q (22293.350000 sec): 3 clusters
  Score: Raw -248070.089734 + Penalty 2556.933785 = -245513.155949
  nChanged 0
		SP:Iteration 70F (22293.480000 sec): 3 clusters
  Score: Raw -248070.089734 + Penalty 2556.933785 = -245513.155949
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 105 (2855 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (22293.590000 sec): 2 clusters
  Score: Raw -231374.502129 + Penalty 1292.984407 = -230081.517722
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (22293.770000 sec): 3 clusters
  Score: Raw -230038.538582 + Penalty 2585.968815 = -227452.569768
  nChanged 1035
		SP:Iteration 1F (22293.960000 sec): 3 clusters
  Score: Raw -230721.788415 + Penalty 2585.968815 = -228135.819600
  nChanged 261
		SP:Iteration 2F (22294.170000 sec): 3 clusters
  Score: Raw -230920.632162 + Penalty 2585.968815 = -228334.663347
  nChanged 169
		SP:Iteration 3F (22294.350000 sec): 3 clusters
  Score: Raw -231027.870003 + Penalty 2585.968815 = -228441.901188
  nChanged 134
		SP:Iteration 4Q (22294.570000 sec): 3 clusters
  Score: Raw -231130.592227 + Penalty 2585.968815 = -228544.623413
  nChanged 127
		SP:Iteration 5Q (22294.750000 sec): 3 clusters
  Score: Raw -231225.717843 + Penalty 2585.968815 = -228639.749028
  nChanged 87
		SP:Iteration 6Q (22294.890000 sec): 3 clusters
  Score: Raw -231309.134113 + Penalty 2585.968815 = -228723.165298
  nChanged 83
		SP:Iteration 7Q (22295.040000 sec): 3 clusters
  Score: Raw -231377.533079 + Penalty 2585.968815 = -228791.564264
  nChanged 81
		SP:Iteration 8Q (22295.230000 sec): 3 clusters
  Score: Raw -231424.824384 + Penalty 2585.968815 = -228838.855570
  nChanged 67
		SP:Iteration 9Q (22295.410000 sec): 3 clusters
  Score: Raw -231464.091032 + Penalty 2585.968815 = -228878.122217
  nChanged 46
		SP:Iteration 10Q (22295.590000 sec): 3 clusters
  Score: Raw -231494.663553 + Penalty 2585.968815 = -228908.694739
  nChanged 55
		SP:Iteration 11Q (22295.760000 sec): 3 clusters
  Score: Raw -231521.877152 + Penalty 2585.968815 = -228935.908337
  nChanged 40
		SP:Iteration 12Q (22295.960000 sec): 3 clusters
  Score: Raw -231541.906700 + Penalty 2585.968815 = -228955.937885
  nChanged 32
		SP:Iteration 13Q (22296.130000 sec): 3 clusters
  Score: Raw -231554.760555 + Penalty 2585.968815 = -228968.791741
  nChanged 19
		SP:Iteration 14Q (22296.300000 sec): 3 clusters
  Score: Raw -231564.582213 + Penalty 2585.968815 = -228978.613398
  nChanged 22
		SP:Iteration 15Q (22296.510000 sec): 3 clusters
  Score: Raw -231573.439124 + Penalty 2585.968815 = -228987.470309
  nChanged 22
		SP:Iteration 16Q (22296.770000 sec): 3 clusters
  Score: Raw -231580.633649 + Penalty 2585.968815 = -228994.664834
  nChanged 18
		SP:Iteration 17Q (22296.970000 sec): 3 clusters
  Score: Raw -231589.243484 + Penalty 2585.968815 = -229003.274670
  nChanged 21
		SP:Iteration 18Q (22297.160000 sec): 3 clusters
  Score: Raw -231596.789893 + Penalty 2585.968815 = -229010.821078
  nChanged 15
		SP:Iteration 19Q (22297.330000 sec): 3 clusters
  Score: Raw -231602.055091 + Penalty 2585.968815 = -229016.086276
  nChanged 11
		SP:Iteration 20F (22297.530000 sec): 3 clusters
  Score: Raw -231606.632114 + Penalty 2585.968815 = -229020.663299
  nChanged 9
		SP:Iteration 21Q (22297.710000 sec): 3 clusters
  Score: Raw -231610.116893 + Penalty 2585.968815 = -229024.148078
  nChanged 3
		SP:Iteration 22Q (22297.860000 sec): 3 clusters
  Score: Raw -231611.156658 + Penalty 2585.968815 = -229025.187844
  nChanged 5
		SP:Iteration 23Q (22298.000000 sec): 3 clusters
  Score: Raw -231613.019163 + Penalty 2585.968815 = -229027.050348
  nChanged 4
		SP:Iteration 24Q (22298.150000 sec): 3 clusters
  Score: Raw -231614.055324 + Penalty 2585.968815 = -229028.086509
  nChanged 1
		SP:Iteration 25Q (22298.290000 sec): 3 clusters
  Score: Raw -231614.294655 + Penalty 2585.968815 = -229028.325840
  nChanged 0
		SP:Iteration 26F (22298.440000 sec): 3 clusters
  Score: Raw -231614.294655 + Penalty 2585.968815 = -229028.325840
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 106 (24807 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (22298.660000 sec): 2 clusters
  Score: Raw -2268860.862277 + Penalty 1644.318187 = -2267216.544090
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (22299.040000 sec): 3 clusters
  Score: Raw -2253744.316162 + Penalty 3288.636374 = -2250455.679788
  nChanged 11356
		SP:Iteration 1F (22299.400000 sec): 3 clusters
  Score: Raw -2259977.006515 + Penalty 3288.636374 = -2256688.370141
  nChanged 1341
		SP:Iteration 2F (22299.780000 sec): 3 clusters
  Score: Raw -2260520.176576 + Penalty 3288.636374 = -2257231.540202
  nChanged 1421
		SP:Iteration 3F (22300.100000 sec): 3 clusters
  Score: Raw -2261204.945540 + Penalty 3288.636374 = -2257916.309166
  nChanged 1561
		SP:Iteration 4F (22300.380000 sec): 3 clusters
  Score: Raw -2262091.078242 + Penalty 3288.636374 = -2258802.441868
  nChanged 1698
		SP:Iteration 5F (22300.730000 sec): 3 clusters
  Score: Raw -2263143.203387 + Penalty 3288.636374 = -2259854.567013
  nChanged 1664
		SP:Iteration 6F (22301.080000 sec): 3 clusters
  Score: Raw -2264186.017452 + Penalty 3288.636374 = -2260897.381078
  nChanged 1446
		SP:Iteration 7F (22301.420000 sec): 3 clusters
  Score: Raw -2265019.948806 + Penalty 3288.636374 = -2261731.312432
  nChanged 1162
		SP:Iteration 8Q (22301.790000 sec): 3 clusters
  Score: Raw -2265658.597236 + Penalty 3288.636374 = -2262369.960862
  nChanged 953
		SP:Iteration 9Q (22302.120000 sec): 3 clusters
  Score: Raw -2266194.926906 + Penalty 3288.636374 = -2262906.290533
  nChanged 831
		SP:Iteration 10Q (22302.500000 sec): 3 clusters
  Score: Raw -2266689.853475 + Penalty 3288.636374 = -2263401.217101
  nChanged 782
		SP:Iteration 11Q (22302.880000 sec): 3 clusters
  Score: Raw -2267211.170061 + Penalty 3288.636374 = -2263922.533687
  nChanged 666
		SP:Iteration 12Q (22303.240000 sec): 3 clusters
  Score: Raw -2267692.600003 + Penalty 3288.636374 = -2264403.963629
  nChanged 575
		SP:Iteration 13Q (22303.650000 sec): 3 clusters
  Score: Raw -2268134.441498 + Penalty 3288.636374 = -2264845.805124
  nChanged 424
		SP:Iteration 14Q (22304.010000 sec): 3 clusters
  Score: Raw -2268466.690820 + Penalty 3288.636374 = -2265178.054446
  nChanged 258
		SP:Iteration 15Q (22304.370000 sec): 3 clusters
  Score: Raw -2268664.473604 + Penalty 3288.636374 = -2265375.837230
  nChanged 173
		SP:Iteration 16Q (22304.740000 sec): 3 clusters
  Score: Raw -2268795.254801 + Penalty 3288.636374 = -2265506.618427
  nChanged 96
		SP:Iteration 17Q (22305.130000 sec): 3 clusters
  Score: Raw -2268867.700025 + Penalty 3288.636374 = -2265579.063651
  nChanged 74
		SP:Iteration 18Q (22305.530000 sec): 3 clusters
  Score: Raw -2268930.677261 + Penalty 3288.636374 = -2265642.040887
  nChanged 46
		SP:Iteration 19Q (22305.920000 sec): 3 clusters
  Score: Raw -2268966.520005 + Penalty 3288.636374 = -2265677.883631
  nChanged 35
		SP:Iteration 20F (22306.300000 sec): 3 clusters
  Score: Raw -2268994.947756 + Penalty 3288.636374 = -2265706.311383
  nChanged 27
		SP:Iteration 21Q (22306.700000 sec): 3 clusters
  Score: Raw -2269014.417635 + Penalty 3288.636374 = -2265725.781261
  nChanged 20
		SP:Iteration 22Q (22307.090000 sec): 3 clusters
  Score: Raw -2269031.162617 + Penalty 3288.636374 = -2265742.526243
  nChanged 13
		SP:Iteration 23Q (22307.490000 sec): 3 clusters
  Score: Raw -2269040.681742 + Penalty 3288.636374 = -2265752.045368
  nChanged 11
		SP:Iteration 24Q (22307.880000 sec): 3 clusters
  Score: Raw -2269050.232411 + Penalty 3288.636374 = -2265761.596038
  nChanged 5
		SP:Iteration 25Q (22308.280000 sec): 3 clusters
  Score: Raw -2269054.769758 + Penalty 3288.636374 = -2265766.133384
  nChanged 4
		SP:Iteration 26Q (22308.670000 sec): 3 clusters
  Score: Raw -2269057.229522 + Penalty 3288.636374 = -2265768.593148
  nChanged 5
		SP:Iteration 27Q (22309.060000 sec): 3 clusters
  Score: Raw -2269060.642352 + Penalty 3288.636374 = -2265772.005978
  nChanged 7
		SP:Iteration 28Q (22309.460000 sec): 3 clusters
  Score: Raw -2269066.976472 + Penalty 3288.636374 = -2265778.340099
  nChanged 3
		SP:Iteration 29Q (22309.810000 sec): 3 clusters
  Score: Raw -2269068.751947 + Penalty 3288.636374 = -2265780.115573
  nChanged 2
		SP:Iteration 30Q (22310.110000 sec): 3 clusters
  Score: Raw -2269070.919728 + Penalty 3288.636374 = -2265782.283355
  nChanged 1
		SP:Iteration 31Q (22310.500000 sec): 3 clusters
  Score: Raw -2269071.685195 + Penalty 3288.636374 = -2265783.048821
  nChanged 1
		SP:Iteration 32Q (22310.760000 sec): 3 clusters
  Score: Raw -2269072.191714 + Penalty 3288.636374 = -2265783.555340
  nChanged 0
		SP:Iteration 33F (22311.040000 sec): 3 clusters
  Score: Raw -2269072.191714 + Penalty 3288.636374 = -2265783.555340
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 107 (1916 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (22311.150000 sec): 2 clusters
  Score: Raw -159682.311016 + Penalty 1228.174181 = -158454.136835
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (22311.300000 sec): 3 clusters
  Score: Raw -158892.104808 + Penalty 2456.348362 = -156435.756447
  nChanged 679
		SP:Iteration 1F (22311.470000 sec): 3 clusters
  Score: Raw -159346.470201 + Penalty 2456.348362 = -156890.121840
  nChanged 152
		SP:Iteration 2F (22311.650000 sec): 3 clusters
  Score: Raw -159455.723253 + Penalty 2456.348362 = -156999.374891
  nChanged 80
		SP:Iteration 3Q (22311.780000 sec): 3 clusters
  Score: Raw -159507.272833 + Penalty 2456.348362 = -157050.924472
  nChanged 66
		SP:Iteration 4Q (22311.920000 sec): 3 clusters
  Score: Raw -159546.399308 + Penalty 2456.348362 = -157090.050946
  nChanged 51
		SP:Iteration 5Q (22312.060000 sec): 3 clusters
  Score: Raw -159585.819505 + Penalty 2456.348362 = -157129.471143
  nChanged 45
		SP:Iteration 6Q (22312.150000 sec): 3 clusters
  Score: Raw -159614.661117 + Penalty 2456.348362 = -157158.312755
  nChanged 36
		SP:Iteration 7Q (22312.300000 sec): 3 clusters
  Score: Raw -159641.141920 + Penalty 2456.348362 = -157184.793559
  nChanged 36
		SP:Iteration 8Q (22312.410000 sec): 3 clusters
  Score: Raw -159668.935095 + Penalty 2456.348362 = -157212.586733
  nChanged 37
		SP:Iteration 9Q (22312.550000 sec): 3 clusters
  Score: Raw -159688.343952 + Penalty 2456.348362 = -157231.995591
  nChanged 27
		SP:Iteration 10Q (22312.680000 sec): 3 clusters
  Score: Raw -159703.565310 + Penalty 2456.348362 = -157247.216948
  nChanged 27
		SP:Iteration 11Q (22312.840000 sec): 3 clusters
  Score: Raw -159720.341752 + Penalty 2456.348362 = -157263.993390
  nChanged 32
		SP:Iteration 12Q (22312.960000 sec): 3 clusters
  Score: Raw -159740.368585 + Penalty 2456.348362 = -157284.020223
  nChanged 25
		SP:Iteration 13Q (22313.050000 sec): 3 clusters
  Score: Raw -159759.771662 + Penalty 2456.348362 = -157303.423301
  nChanged 32
		SP:Iteration 14Q (22313.150000 sec): 3 clusters
  Score: Raw -159787.401015 + Penalty 2456.348362 = -157331.052654
  nChanged 30
		SP:Iteration 15Q (22313.240000 sec): 3 clusters
  Score: Raw -159809.832932 + Penalty 2456.348362 = -157353.484571
  nChanged 26
		SP:Iteration 16Q (22313.390000 sec): 3 clusters
  Score: Raw -159829.922187 + Penalty 2456.348362 = -157373.573826
  nChanged 23
		SP:Iteration 17Q (22313.530000 sec): 3 clusters
  Score: Raw -159843.335890 + Penalty 2456.348362 = -157386.987528
  nChanged 16
		SP:Iteration 18Q (22313.680000 sec): 3 clusters
  Score: Raw -159853.513652 + Penalty 2456.348362 = -157397.165290
  nChanged 13
		SP:Iteration 19Q (22313.820000 sec): 3 clusters
  Score: Raw -159861.572176 + Penalty 2456.348362 = -157405.223814
  nChanged 14
		SP:Iteration 20F (22313.970000 sec): 3 clusters
  Score: Raw -159870.205844 + Penalty 2456.348362 = -157413.857482
  nChanged 3
		SP:Iteration 21Q (22314.110000 sec): 3 clusters
  Score: Raw -159871.890387 + Penalty 2456.348362 = -157415.542025
  nChanged 3
		SP:Iteration 22Q (22314.250000 sec): 3 clusters
  Score: Raw -159873.690076 + Penalty 2456.348362 = -157417.341715
  nChanged 3
		SP:Iteration 23Q (22314.400000 sec): 3 clusters
  Score: Raw -159875.450420 + Penalty 2456.348362 = -157419.102058
  nChanged 3
		SP:Iteration 24Q (22314.540000 sec): 3 clusters
  Score: Raw -159876.513859 + Penalty 2456.348362 = -157420.165498
  nChanged 5
		SP:Iteration 25Q (22314.690000 sec): 3 clusters
  Score: Raw -159880.755938 + Penalty 2456.348362 = -157424.407577
  nChanged 6
		SP:Iteration 26Q (22314.830000 sec): 3 clusters
  Score: Raw -159885.076377 + Penalty 2456.348362 = -157428.728015
  nChanged 6
		SP:Iteration 27Q (22314.970000 sec): 3 clusters
  Score: Raw -159890.185694 + Penalty 2456.348362 = -157433.837333
  nChanged 3
		SP:Iteration 28Q (22315.120000 sec): 3 clusters
  Score: Raw -159891.301920 + Penalty 2456.348362 = -157434.953559
  nChanged 0
		SP:Iteration 29F (22315.260000 sec): 3 clusters
  Score: Raw -159891.301920 + Penalty 2456.348362 = -157434.953559
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 108 (1669 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (22315.360000 sec): 2 clusters
  Score: Raw -145894.246666 + Penalty 1205.746738 = -144688.499928
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (22315.450000 sec): 3 clusters
  Score: Raw -145214.058955 + Penalty 2411.493475 = -142802.565480
  nChanged 561
		SP:Iteration 1F (22315.550000 sec): 3 clusters
  Score: Raw -145578.864663 + Penalty 2411.493475 = -143167.371188
  nChanged 131
		SP:Iteration 2F (22315.690000 sec): 3 clusters
  Score: Raw -145673.188102 + Penalty 2411.493475 = -143261.694627
  nChanged 66
		SP:Iteration 3Q (22315.790000 sec): 3 clusters
  Score: Raw -145722.663006 + Penalty 2411.493475 = -143311.169531
  nChanged 58
		SP:Iteration 4Q (22315.890000 sec): 3 clusters
  Score: Raw -145758.449625 + Penalty 2411.493475 = -143346.956150
  nChanged 40
		SP:Iteration 5Q (22315.990000 sec): 3 clusters
  Score: Raw -145786.352051 + Penalty 2411.493475 = -143374.858576
  nChanged 34
		SP:Iteration 6Q (22316.130000 sec): 3 clusters
  Score: Raw -145806.487105 + Penalty 2411.493475 = -143394.993630
  nChanged 26
		SP:Iteration 7Q (22316.220000 sec): 3 clusters
  Score: Raw -145823.344281 + Penalty 2411.493475 = -143411.850805
  nChanged 23
		SP:Iteration 8Q (22316.320000 sec): 3 clusters
  Score: Raw -145839.452676 + Penalty 2411.493475 = -143427.959200
  nChanged 17
		SP:Iteration 9Q (22316.470000 sec): 3 clusters
  Score: Raw -145850.408070 + Penalty 2411.493475 = -143438.914595
  nChanged 13
		SP:Iteration 10Q (22316.560000 sec): 3 clusters
  Score: Raw -145859.402591 + Penalty 2411.493475 = -143447.909116
  nChanged 13
		SP:Iteration 11Q (22316.710000 sec): 3 clusters
  Score: Raw -145867.684954 + Penalty 2411.493475 = -143456.191479
  nChanged 12
		SP:Iteration 12Q (22316.800000 sec): 3 clusters
  Score: Raw -145874.617718 + Penalty 2411.493475 = -143463.124243
  nChanged 13
		SP:Iteration 13Q (22316.900000 sec): 3 clusters
  Score: Raw -145881.541128 + Penalty 2411.493475 = -143470.047653
  nChanged 13
		SP:Iteration 14Q (22317.040000 sec): 3 clusters
  Score: Raw -145889.098193 + Penalty 2411.493475 = -143477.604718
  nChanged 7
		SP:Iteration 15Q (22317.140000 sec): 3 clusters
  Score: Raw -145892.957459 + Penalty 2411.493475 = -143481.463984
  nChanged 8
		SP:Iteration 16Q (22317.280000 sec): 3 clusters
  Score: Raw -145897.569518 + Penalty 2411.493475 = -143486.076043
  nChanged 9
		SP:Iteration 17Q (22317.370000 sec): 3 clusters
  Score: Raw -145903.609051 + Penalty 2411.493475 = -143492.115576
  nChanged 10
		SP:Iteration 18Q (22317.470000 sec): 3 clusters
  Score: Raw -145909.141731 + Penalty 2411.493475 = -143497.648255
  nChanged 9
		SP:Iteration 19Q (22317.620000 sec): 3 clusters
  Score: Raw -145914.975772 + Penalty 2411.493475 = -143503.482297
  nChanged 3
		SP:Iteration 20F (22317.710000 sec): 3 clusters
  Score: Raw -145917.947019 + Penalty 2411.493475 = -143506.453544
  nChanged 6
		SP:Iteration 21Q (22317.860000 sec): 3 clusters
  Score: Raw -145920.870323 + Penalty 2411.493475 = -143509.376848
  nChanged 7
		SP:Iteration 22Q (22317.950000 sec): 3 clusters
  Score: Raw -145925.022625 + Penalty 2411.493475 = -143513.529150
  nChanged 9
		SP:Iteration 23Q (22318.050000 sec): 3 clusters
  Score: Raw -145931.268413 + Penalty 2411.493475 = -143519.774938
  nChanged 7
		SP:Iteration 24Q (22318.190000 sec): 3 clusters
  Score: Raw -145935.880879 + Penalty 2411.493475 = -143524.387404
  nChanged 4
		SP:Iteration 25Q (22318.290000 sec): 3 clusters
  Score: Raw -145937.757437 + Penalty 2411.493475 = -143526.263962
  nChanged 4
		SP:Iteration 26Q (22318.380000 sec): 3 clusters
  Score: Raw -145939.664112 + Penalty 2411.493475 = -143528.170637
  nChanged 1
		SP:Iteration 27Q (22318.480000 sec): 3 clusters
  Score: Raw -145939.859558 + Penalty 2411.493475 = -143528.366083
  nChanged 0
		SP:Iteration 28F (22318.570000 sec): 3 clusters
  Score: Raw -145939.859558 + Penalty 2411.493475 = -143528.366083
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 109 (478 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (22318.650000 sec): 2 clusters
  Score: Raw -43370.331656 + Penalty 1002.561744 = -42367.769912
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (22318.750000 sec): 3 clusters
  Score: Raw -43335.880847 + Penalty 2005.123488 = -41330.757359
  nChanged 85
		SP:Iteration 1F (22318.900000 sec): 3 clusters
  Score: Raw -43456.368288 + Penalty 2005.123488 = -41451.244800
  nChanged 20
		SP:Iteration 2Q (22319.040000 sec): 3 clusters
  Score: Raw -43493.176152 + Penalty 2005.123488 = -41488.052664
  nChanged 12
		SP:Iteration 3Q (22319.190000 sec): 3 clusters
  Score: Raw -43516.746405 + Penalty 2005.123488 = -41511.622917
  nChanged 8
		SP:Iteration 4Q (22319.330000 sec): 3 clusters
  Score: Raw -43528.634278 + Penalty 2005.123488 = -41523.510790
  nChanged 4
		SP:Iteration 5Q (22319.430000 sec): 3 clusters
  Score: Raw -43536.911567 + Penalty 2005.123488 = -41531.788079
  nChanged 3
		SP:Iteration 6Q (22319.530000 sec): 3 clusters
  Score: Raw -43542.130364 + Penalty 2005.123488 = -41537.006876
  nChanged 5
		SP:Iteration 7Q (22319.670000 sec): 3 clusters
  Score: Raw -43550.693530 + Penalty 2005.123488 = -41545.570042
  nChanged 2
		SP:Iteration 8Q (22319.760000 sec): 3 clusters
  Score: Raw -43555.679593 + Penalty 2005.123488 = -41550.556105
  nChanged 0
		SP:Iteration 9F (22319.910000 sec): 3 clusters
  Score: Raw -43555.679593 + Penalty 2005.123488 = -41550.556105
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 110 (1254 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (22319.990000 sec): 2 clusters
  Score: Raw -103749.541161 + Penalty 1159.290230 = -102590.250931
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (22320.090000 sec): 3 clusters
  Score: Raw -103316.811584 + Penalty 2318.580459 = -100998.231125
  nChanged 398
		SP:Iteration 1F (22320.230000 sec): 3 clusters
  Score: Raw -103637.353365 + Penalty 2318.580459 = -101318.772906
  nChanged 108
		SP:Iteration 2F (22320.370000 sec): 3 clusters
  Score: Raw -103737.167068 + Penalty 2318.580459 = -101418.586609
  nChanged 61
		SP:Iteration 3Q (22320.510000 sec): 3 clusters
  Score: Raw -103796.429500 + Penalty 2318.580459 = -101477.849041
  nChanged 51
		SP:Iteration 4Q (22320.610000 sec): 3 clusters
  Score: Raw -103851.306056 + Penalty 2318.580459 = -101532.725596
  nChanged 38
		SP:Iteration 5Q (22320.750000 sec): 3 clusters
  Score: Raw -103889.624822 + Penalty 2318.580459 = -101571.044362
  nChanged 26
		SP:Iteration 6Q (22320.850000 sec): 3 clusters
  Score: Raw -103916.018845 + Penalty 2318.580459 = -101597.438386
  nChanged 25
		SP:Iteration 7Q (22320.990000 sec): 3 clusters
  Score: Raw -103933.831956 + Penalty 2318.580459 = -101615.251496
  nChanged 18
		SP:Iteration 8Q (22321.130000 sec): 3 clusters
  Score: Raw -103946.931684 + Penalty 2318.580459 = -101628.351225
  nChanged 11
		SP:Iteration 9Q (22321.230000 sec): 3 clusters
  Score: Raw -103953.693293 + Penalty 2318.580459 = -101635.112834
  nChanged 9
		SP:Iteration 10Q (22321.330000 sec): 3 clusters
  Score: Raw -103959.393605 + Penalty 2318.580459 = -101640.813146
  nChanged 5
		SP:Iteration 11Q (22321.430000 sec): 3 clusters
  Score: Raw -103962.404867 + Penalty 2318.580459 = -101643.824407
  nChanged 0
		SP:Iteration 12F (22321.520000 sec): 3 clusters
  Score: Raw -103962.404867 + Penalty 2318.580459 = -101643.824407
  nChanged 0
Iteration 219Q (22473.430000 sec): 111 clusters
  Score: Raw -67027958.761493 + Penalty 242736.496969 = -66785222.264524
  nChanged 506
Iteration 220F (22695.760000 sec): 111 clusters
  Score: Raw -67028196.155665 + Penalty 242736.496969 = -66785459.658696
  nChanged 370
Iteration 221Q (22844.350000 sec): 111 clusters
  Score: Raw -67028297.448648 + Penalty 242736.496969 = -66785560.951678
  nChanged 255
Iteration 222Q (22995.410000 sec): 111 clusters
  Score: Raw -67028359.854228 + Penalty 242736.496969 = -66785623.357259
  nChanged 205
Iteration 223Q (23143.470000 sec): 111 clusters
  Score: Raw -67028403.812524 + Penalty 242736.496969 = -66785667.315555
  nChanged 185
Iteration 224Q (23293.040000 sec): 111 clusters
  Score: Raw -67028443.715452 + Penalty 242736.496969 = -66785707.218483
  nChanged 155
Iteration 225Q (23441.700000 sec): 111 clusters
  Score: Raw -67028473.089366 + Penalty 242736.496969 = -66785736.592397
  nChanged 126
Iteration 226Q (23590.750000 sec): 111 clusters
  Score: Raw -67028505.222417 + Penalty 242736.496969 = -66785768.725447
  nChanged 121
Iteration 227Q (23774.120000 sec): 111 clusters
  Score: Raw -67028543.159521 + Penalty 242736.496969 = -66785806.662551
  nChanged 131
Iteration 228Q (23919.080000 sec): 111 clusters
  Score: Raw -67028581.260684 + Penalty 242736.496969 = -66785844.763715
  nChanged 137
Iteration 229Q (24059.090000 sec): 111 clusters
  Score: Raw -67028629.436951 + Penalty 242736.496969 = -66785892.939981
  nChanged 122
Iteration 230Q (24194.030000 sec): 111 clusters
  Score: Raw -67028679.578697 + Penalty 242736.496969 = -66785943.081728
  nChanged 129
Iteration 231Q (24325.750000 sec): 111 clusters
  Score: Raw -67028762.307700 + Penalty 242736.496969 = -66786025.810731
  nChanged 144
Iteration 232Q (24461.450000 sec): 111 clusters
  Score: Raw -67028845.686946 + Penalty 242736.496969 = -66786109.189977
  nChanged 166
Iteration 233Q (24632.280000 sec): 111 clusters
  Score: Raw -67028915.579862 + Penalty 242736.496969 = -66786179.082893
  nChanged 164
Iteration 234Q (24782.810000 sec): 111 clusters
  Score: Raw -67028958.199241 + Penalty 242736.496969 = -66786221.702272
  nChanged 149
Iteration 235Q (24920.670000 sec): 111 clusters
  Score: Raw -67028991.595573 + Penalty 242736.496969 = -66786255.098604
  nChanged 155
Iteration 236Q (25046.330000 sec): 111 clusters
  Score: Raw -67029021.069441 + Penalty 242736.496969 = -66786284.572472
  nChanged 142
Iteration 237Q (25179.690000 sec): 111 clusters
  Score: Raw -67029045.686292 + Penalty 242736.496969 = -66786309.189323
  nChanged 130
Iteration 238Q (25416.770000 sec): 111 clusters
  Score: Raw -67029067.390411 + Penalty 242736.496969 = -66786330.893442
  nChanged 107
Iteration 239Q (25653.910000 sec): 111 clusters
  Score: Raw -67029080.025154 + Penalty 242736.496969 = -66786343.528184
  nChanged 97
Iteration 240F (25983.940000 sec): 111 clusters
  Score: Raw -67029090.827812 + Penalty 242736.496969 = -66786354.330843
  nChanged 75
Iteration 241Q (26221.110000 sec): 111 clusters
  Score: Raw -67029098.592811 + Penalty 242736.496969 = -66786362.095841
  nChanged 62
Iteration 242Q (26457.580000 sec): 111 clusters
  Score: Raw -67029105.653525 + Penalty 242736.496969 = -66786369.156556
  nChanged 45
Iteration 243Q (26695.210000 sec): 111 clusters
  Score: Raw -67029111.117784 + Penalty 242736.496969 = -66786374.620815
  nChanged 54
Iteration 244Q (26932.760000 sec): 111 clusters
  Score: Raw -67029117.511344 + Penalty 242736.496969 = -66786381.014375
  nChanged 47
Iteration 245Q (27169.630000 sec): 111 clusters
  Score: Raw -67029121.150758 + Penalty 242736.496969 = -66786384.653789
  nChanged 38
Iteration 246Q (27407.310000 sec): 111 clusters
  Score: Raw -67029123.433294 + Penalty 242736.496969 = -66786386.936325
  nChanged 29
Iteration 247Q (27645.050000 sec): 111 clusters
  Score: Raw -67029124.688868 + Penalty 242736.496969 = -66786388.191898
  nChanged 33
Iteration 248Q (27882.140000 sec): 111 clusters
  Score: Raw -67029125.905116 + Penalty 242736.496969 = -66786389.408146
  nChanged 35
Iteration 249Q (28119.860000 sec): 111 clusters
  Score: Raw -67029127.000742 + Penalty 242736.496969 = -66786390.503773
  nChanged 26
Iteration 250Q (28356.440000 sec): 111 clusters
  Score: Raw -67029128.689157 + Penalty 242736.496969 = -66786392.192188
  nChanged 22
Iteration 251Q (28593.550000 sec): 111 clusters
  Score: Raw -67029129.800378 + Penalty 242736.496969 = -66786393.303409
  nChanged 20
Iteration 252Q (28830.740000 sec): 111 clusters
  Score: Raw -67029130.755433 + Penalty 242736.496969 = -66786394.258463
  nChanged 20
Iteration 253Q (29067.900000 sec): 111 clusters
  Score: Raw -67029131.762368 + Penalty 242736.496969 = -66786395.265399
  nChanged 23
Iteration 254Q (29304.260000 sec): 111 clusters
  Score: Raw -67029132.324146 + Penalty 242736.496969 = -66786395.827177
  nChanged 16
Iteration 255Q (29541.390000 sec): 111 clusters
  Score: Raw -67029132.670234 + Penalty 242736.496969 = -66786396.173265
  nChanged 17
Iteration 256Q (29778.290000 sec): 111 clusters
  Score: Raw -67029133.026013 + Penalty 242736.496969 = -66786396.529044
  nChanged 22
Iteration 257Q (30015.270000 sec): 111 clusters
  Score: Raw -67029133.482308 + Penalty 242736.496969 = -66786396.985339
  nChanged 18
Iteration 258Q (30252.990000 sec): 111 clusters
  Score: Raw -67029133.793850 + Penalty 242736.496969 = -66786397.296881
  nChanged 14
Writing temp clu file 
Because OldScore, -66786396.985339, is greater than current (better) Score,-66786397.296881 
 Compute initial score before splitting:   Score: Raw -67029133.793850 + Penalty 242736.496969 = -66786397.296881
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 1 (5200 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (30253.200000 sec): 2 clusters
  Score: Raw -492222.643388 + Penalty 1390.417259 = -490832.226128
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (30253.340000 sec): 3 clusters
  Score: Raw -489477.025715 + Penalty 2780.834519 = -486696.191196
  nChanged 2125
		SP:Iteration 1F (30253.440000 sec): 3 clusters
  Score: Raw -490645.873411 + Penalty 2780.834519 = -487865.038892
  nChanged 357
		SP:Iteration 2F (30253.530000 sec): 3 clusters
  Score: Raw -490805.248879 + Penalty 2780.834519 = -488024.414360
  nChanged 245
		SP:Iteration 3Q (30253.630000 sec): 3 clusters
  Score: Raw -490909.463971 + Penalty 2780.834519 = -488128.629452
  nChanged 173
		SP:Iteration 4Q (30253.730000 sec): 3 clusters
  Score: Raw -490971.148805 + Penalty 2780.834519 = -488190.314286
  nChanged 127
		SP:Iteration 5Q (30253.820000 sec): 3 clusters
  Score: Raw -491016.432475 + Penalty 2780.834519 = -488235.597956
  nChanged 114
		SP:Iteration 6Q (30253.920000 sec): 3 clusters
  Score: Raw -491059.223913 + Penalty 2780.834519 = -488278.389394
  nChanged 112
		SP:Iteration 7Q (30254.020000 sec): 3 clusters
  Score: Raw -491099.942500 + Penalty 2780.834519 = -488319.107982
  nChanged 95
		SP:Iteration 8Q (30254.120000 sec): 3 clusters
  Score: Raw -491140.179404 + Penalty 2780.834519 = -488359.344885
  nChanged 108
		SP:Iteration 9Q (30254.220000 sec): 3 clusters
  Score: Raw -491180.771557 + Penalty 2780.834519 = -488399.937038
  nChanged 99
		SP:Iteration 10Q (30254.320000 sec): 3 clusters
  Score: Raw -491224.658453 + Penalty 2780.834519 = -488443.823934
  nChanged 119
		SP:Iteration 11Q (30254.410000 sec): 3 clusters
  Score: Raw -491284.879063 + Penalty 2780.834519 = -488504.044544
  nChanged 134
		SP:Iteration 12Q (30254.510000 sec): 3 clusters
  Score: Raw -491356.246013 + Penalty 2780.834519 = -488575.411494
  nChanged 130
		SP:Iteration 13Q (30254.610000 sec): 3 clusters
  Score: Raw -491420.622987 + Penalty 2780.834519 = -488639.788468
  nChanged 154
		SP:Iteration 14Q (30254.700000 sec): 3 clusters
  Score: Raw -491522.432654 + Penalty 2780.834519 = -488741.598135
  nChanged 169
		SP:Iteration 15Q (30254.800000 sec): 3 clusters
  Score: Raw -491633.378621 + Penalty 2780.834519 = -488852.544102
  nChanged 175
		SP:Iteration 16Q (30254.900000 sec): 3 clusters
  Score: Raw -491756.311093 + Penalty 2780.834519 = -488975.476574
  nChanged 151
		SP:Iteration 17Q (30255.000000 sec): 3 clusters
  Score: Raw -491868.538304 + Penalty 2780.834519 = -489087.703785
  nChanged 138
		SP:Iteration 18Q (30255.090000 sec): 3 clusters
  Score: Raw -491985.454502 + Penalty 2780.834519 = -489204.619983
  nChanged 117
		SP:Iteration 19Q (30255.190000 sec): 3 clusters
  Score: Raw -492090.532657 + Penalty 2780.834519 = -489309.698138
  nChanged 93
		SP:Iteration 20F (30255.280000 sec): 3 clusters
  Score: Raw -492175.791068 + Penalty 2780.834519 = -489394.956549
  nChanged 67
		SP:Iteration 21Q (30255.380000 sec): 3 clusters
  Score: Raw -492232.663322 + Penalty 2780.834519 = -489451.828803
  nChanged 49
		SP:Iteration 22Q (30255.470000 sec): 3 clusters
  Score: Raw -492276.421798 + Penalty 2780.834519 = -489495.587279
  nChanged 35
		SP:Iteration 23Q (30255.560000 sec): 3 clusters
  Score: Raw -492307.630689 + Penalty 2780.834519 = -489526.796170
  nChanged 25
		SP:Iteration 24Q (30255.650000 sec): 3 clusters
  Score: Raw -492331.953482 + Penalty 2780.834519 = -489551.118963
  nChanged 21
		SP:Iteration 25Q (30255.740000 sec): 3 clusters
  Score: Raw -492348.592204 + Penalty 2780.834519 = -489567.757685
  nChanged 13
		SP:Iteration 26Q (30255.840000 sec): 3 clusters
  Score: Raw -492357.449208 + Penalty 2780.834519 = -489576.614689
  nChanged 11
		SP:Iteration 27Q (30255.930000 sec): 3 clusters
  Score: Raw -492365.260456 + Penalty 2780.834519 = -489584.425937
  nChanged 7
		SP:Iteration 28Q (30256.020000 sec): 3 clusters
  Score: Raw -492372.107981 + Penalty 2780.834519 = -489591.273462
  nChanged 7
		SP:Iteration 29Q (30256.110000 sec): 3 clusters
  Score: Raw -492377.290313 + Penalty 2780.834519 = -489596.455794
  nChanged 7
		SP:Iteration 30Q (30256.200000 sec): 3 clusters
  Score: Raw -492384.785897 + Penalty 2780.834519 = -489603.951378
  nChanged 7
		SP:Iteration 31Q (30256.300000 sec): 3 clusters
  Score: Raw -492390.744310 + Penalty 2780.834519 = -489609.909791
  nChanged 4
		SP:Iteration 32Q (30256.380000 sec): 3 clusters
  Score: Raw -492393.383281 + Penalty 2780.834519 = -489612.548762
  nChanged 1
		SP:Iteration 33Q (30256.480000 sec): 3 clusters
  Score: Raw -492394.135172 + Penalty 2780.834519 = -489613.300653
  nChanged 1
		SP:Iteration 34Q (30256.570000 sec): 3 clusters
  Score: Raw -492394.881566 + Penalty 2780.834519 = -489614.047047
  nChanged 3
		SP:Iteration 35Q (30256.660000 sec): 3 clusters
  Score: Raw -492396.999511 + Penalty 2780.834519 = -489616.164992
  nChanged 4
		SP:Iteration 36Q (30256.750000 sec): 3 clusters
  Score: Raw -492399.242578 + Penalty 2780.834519 = -489618.408059
  nChanged 2
		SP:Iteration 37Q (30256.840000 sec): 3 clusters
  Score: Raw -492400.230218 + Penalty 2780.834519 = -489619.395699
  nChanged 1
		SP:Iteration 38Q (30256.940000 sec): 3 clusters
  Score: Raw -492401.136101 + Penalty 2780.834519 = -489620.301582
  nChanged 1
		SP:Iteration 39Q (30257.030000 sec): 3 clusters
  Score: Raw -492403.271210 + Penalty 2780.834519 = -489622.436691
  nChanged 2
		SP:Iteration 40F (30257.130000 sec): 3 clusters
  Score: Raw -492404.305094 + Penalty 2780.834519 = -489623.470575
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 2 (6527 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (30257.230000 sec): 2 clusters
  Score: Raw -559793.718770 + Penalty 1427.351689 = -558366.367081
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (30257.370000 sec): 3 clusters
  Score: Raw -556280.850521 + Penalty 2854.703377 = -553426.147144
  nChanged 2716
		SP:Iteration 1F (30257.480000 sec): 3 clusters
  Score: Raw -557696.294027 + Penalty 2854.703377 = -554841.590650
  nChanged 465
		SP:Iteration 2F (30257.590000 sec): 3 clusters
  Score: Raw -557889.893625 + Penalty 2854.703377 = -555035.190248
  nChanged 308
		SP:Iteration 3Q (30257.700000 sec): 3 clusters
  Score: Raw -557997.397467 + Penalty 2854.703377 = -555142.694090
  nChanged 212
		SP:Iteration 4Q (30257.810000 sec): 3 clusters
  Score: Raw -558070.225906 + Penalty 2854.703377 = -555215.522529
  nChanged 176
		SP:Iteration 5Q (30257.920000 sec): 3 clusters
  Score: Raw -558122.560478 + Penalty 2854.703377 = -555267.857101
  nChanged 134
		SP:Iteration 6Q (30258.030000 sec): 3 clusters
  Score: Raw -558157.227774 + Penalty 2854.703377 = -555302.524397
  nChanged 109
		SP:Iteration 7Q (30258.140000 sec): 3 clusters
  Score: Raw -558189.373649 + Penalty 2854.703377 = -555334.670272
  nChanged 114
		SP:Iteration 8Q (30258.250000 sec): 3 clusters
  Score: Raw -558221.925780 + Penalty 2854.703377 = -555367.222403
  nChanged 92
		SP:Iteration 9Q (30258.360000 sec): 3 clusters
  Score: Raw -558247.301058 + Penalty 2854.703377 = -555392.597681
  nChanged 79
		SP:Iteration 10Q (30258.470000 sec): 3 clusters
  Score: Raw -558266.071790 + Penalty 2854.703377 = -555411.368413
  nChanged 83
		SP:Iteration 11Q (30258.590000 sec): 3 clusters
  Score: Raw -558287.929567 + Penalty 2854.703377 = -555433.226190
  nChanged 80
		SP:Iteration 12Q (30258.700000 sec): 3 clusters
  Score: Raw -558312.806122 + Penalty 2854.703377 = -555458.102745
  nChanged 83
		SP:Iteration 13Q (30258.800000 sec): 3 clusters
  Score: Raw -558336.387452 + Penalty 2854.703377 = -555481.684075
  nChanged 87
		SP:Iteration 14Q (30258.910000 sec): 3 clusters
  Score: Raw -558359.469665 + Penalty 2854.703377 = -555504.766287
  nChanged 70
		SP:Iteration 15Q (30259.020000 sec): 3 clusters
  Score: Raw -558381.761761 + Penalty 2854.703377 = -555527.058384
  nChanged 81
		SP:Iteration 16Q (30259.130000 sec): 3 clusters
  Score: Raw -558406.323486 + Penalty 2854.703377 = -555551.620109
  nChanged 74
		SP:Iteration 17Q (30259.240000 sec): 3 clusters
  Score: Raw -558426.990170 + Penalty 2854.703377 = -555572.286793
  nChanged 69
		SP:Iteration 18Q (30259.350000 sec): 3 clusters
  Score: Raw -558446.251234 + Penalty 2854.703377 = -555591.547857
  nChanged 65
		SP:Iteration 19Q (30259.470000 sec): 3 clusters
  Score: Raw -558459.215967 + Penalty 2854.703377 = -555604.512590
  nChanged 49
		SP:Iteration 20F (30259.570000 sec): 3 clusters
  Score: Raw -558468.131972 + Penalty 2854.703377 = -555613.428595
  nChanged 39
		SP:Iteration 21Q (30259.680000 sec): 3 clusters
  Score: Raw -558476.458562 + Penalty 2854.703377 = -555621.755185
  nChanged 50
		SP:Iteration 22Q (30259.790000 sec): 3 clusters
  Score: Raw -558488.719787 + Penalty 2854.703377 = -555634.016410
  nChanged 60
		SP:Iteration 23Q (30259.910000 sec): 3 clusters
  Score: Raw -558502.186090 + Penalty 2854.703377 = -555647.482713
  nChanged 61
		SP:Iteration 24Q (30260.010000 sec): 3 clusters
  Score: Raw -558515.722918 + Penalty 2854.703377 = -555661.019541
  nChanged 70
		SP:Iteration 25Q (30260.130000 sec): 3 clusters
  Score: Raw -558533.791055 + Penalty 2854.703377 = -555679.087678
  nChanged 71
		SP:Iteration 26Q (30260.240000 sec): 3 clusters
  Score: Raw -558552.221692 + Penalty 2854.703377 = -555697.518315
  nChanged 81
		SP:Iteration 27Q (30260.350000 sec): 3 clusters
  Score: Raw -558576.301214 + Penalty 2854.703377 = -555721.597837
  nChanged 79
		SP:Iteration 28Q (30260.460000 sec): 3 clusters
  Score: Raw -558603.202578 + Penalty 2854.703377 = -555748.499201
  nChanged 99
		SP:Iteration 29Q (30260.570000 sec): 3 clusters
  Score: Raw -558636.409605 + Penalty 2854.703377 = -555781.706228
  nChanged 117
		SP:Iteration 30Q (30260.680000 sec): 3 clusters
  Score: Raw -558675.823658 + Penalty 2854.703377 = -555821.120281
  nChanged 141
		SP:Iteration 31Q (30260.790000 sec): 3 clusters
  Score: Raw -558729.691774 + Penalty 2854.703377 = -555874.988396
  nChanged 177
		SP:Iteration 32Q (30260.900000 sec): 3 clusters
  Score: Raw -558810.557654 + Penalty 2854.703377 = -555955.854277
  nChanged 179
		SP:Iteration 33Q (30261.010000 sec): 3 clusters
  Score: Raw -558899.995238 + Penalty 2854.703377 = -556045.291860
  nChanged 196
		SP:Iteration 34Q (30261.120000 sec): 3 clusters
  Score: Raw -559009.229799 + Penalty 2854.703377 = -556154.526422
  nChanged 215
		SP:Iteration 35Q (30261.240000 sec): 3 clusters
  Score: Raw -559135.004830 + Penalty 2854.703377 = -556280.301453
  nChanged 205
		SP:Iteration 36Q (30261.340000 sec): 3 clusters
  Score: Raw -559277.639588 + Penalty 2854.703377 = -556422.936211
  nChanged 195
		SP:Iteration 37Q (30261.450000 sec): 3 clusters
  Score: Raw -559429.395395 + Penalty 2854.703377 = -556574.692018
  nChanged 160
		SP:Iteration 38Q (30261.560000 sec): 3 clusters
  Score: Raw -559555.772751 + Penalty 2854.703377 = -556701.069374
  nChanged 151
		SP:Iteration 39Q (30261.670000 sec): 3 clusters
  Score: Raw -559666.531299 + Penalty 2854.703377 = -556811.827922
  nChanged 113
		SP:Iteration 40F (30261.780000 sec): 3 clusters
  Score: Raw -559757.763196 + Penalty 2854.703377 = -556903.059819
  nChanged 83
		SP:Iteration 41Q (30261.890000 sec): 3 clusters
  Score: Raw -559834.698456 + Penalty 2854.703377 = -556979.995079
  nChanged 66
		SP:Iteration 42Q (30262.000000 sec): 3 clusters
  Score: Raw -559900.655815 + Penalty 2854.703377 = -557045.952438
  nChanged 59
		SP:Iteration 43Q (30262.100000 sec): 3 clusters
  Score: Raw -559959.897462 + Penalty 2854.703377 = -557105.194085
  nChanged 37
		SP:Iteration 44Q (30262.200000 sec): 3 clusters
  Score: Raw -560001.635247 + Penalty 2854.703377 = -557146.931870
  nChanged 23
		SP:Iteration 45Q (30262.310000 sec): 3 clusters
  Score: Raw -560026.692708 + Penalty 2854.703377 = -557171.989331
  nChanged 16
		SP:Iteration 46Q (30262.410000 sec): 3 clusters
  Score: Raw -560039.672004 + Penalty 2854.703377 = -557184.968627
  nChanged 6
		SP:Iteration 47Q (30262.510000 sec): 3 clusters
  Score: Raw -560045.641822 + Penalty 2854.703377 = -557190.938445
  nChanged 5
		SP:Iteration 48Q (30262.620000 sec): 3 clusters
  Score: Raw -560049.922742 + Penalty 2854.703377 = -557195.219365
  nChanged 6
		SP:Iteration 49Q (30262.720000 sec): 3 clusters
  Score: Raw -560053.471744 + Penalty 2854.703377 = -557198.768367
  nChanged 5
		SP:Iteration 50Q (30262.820000 sec): 3 clusters
  Score: Raw -560058.902924 + Penalty 2854.703377 = -557204.199547
  nChanged 7
		SP:Iteration 51Q (30262.920000 sec): 3 clusters
  Score: Raw -560064.277635 + Penalty 2854.703377 = -557209.574258
  nChanged 5
		SP:Iteration 52Q (30263.030000 sec): 3 clusters
  Score: Raw -560065.999379 + Penalty 2854.703377 = -557211.296002
  nChanged 7
		SP:Iteration 53Q (30263.140000 sec): 3 clusters
  Score: Raw -560071.769892 + Penalty 2854.703377 = -557217.066515
  nChanged 5
		SP:Iteration 54Q (30263.240000 sec): 3 clusters
  Score: Raw -560076.700042 + Penalty 2854.703377 = -557221.996665
  nChanged 3
		SP:Iteration 55Q (30263.340000 sec): 3 clusters
  Score: Raw -560079.103775 + Penalty 2854.703377 = -557224.400398
  nChanged 4
		SP:Iteration 56Q (30263.450000 sec): 3 clusters
  Score: Raw -560079.936352 + Penalty 2854.703377 = -557225.232975
  nChanged 1
		SP:Iteration 57Q (30263.550000 sec): 3 clusters
  Score: Raw -560080.511413 + Penalty 2854.703377 = -557225.808036
  nChanged 1
		SP:Iteration 58Q (30263.650000 sec): 3 clusters
  Score: Raw -560081.179498 + Penalty 2854.703377 = -557226.476121
  nChanged 1
		SP:Iteration 59Q (30263.750000 sec): 3 clusters
  Score: Raw -560082.277871 + Penalty 2854.703377 = -557227.574494
  nChanged 1
		SP:Iteration 60F (30263.860000 sec): 3 clusters
  Score: Raw -560082.794888 + Penalty 2854.703377 = -557228.091511
  nChanged 3
		SP:Iteration 61Q (30263.960000 sec): 3 clusters
  Score: Raw -560084.450834 + Penalty 2854.703377 = -557229.747457
  nChanged 0
		SP:Iteration 62F (30264.070000 sec): 3 clusters
  Score: Raw -560084.450834 + Penalty 2854.703377 = -557229.747457
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 3 (3237 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (30264.140000 sec): 2 clusters
  Score: Raw -269895.680282 + Penalty 1313.390366 = -268582.289916
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (30264.200000 sec): 3 clusters
  Score: Raw -268387.217080 + Penalty 2626.780733 = -265760.436347
  nChanged 1246
		SP:Iteration 1F (30264.270000 sec): 3 clusters
  Score: Raw -269203.362266 + Penalty 2626.780733 = -266576.581534
  nChanged 248
		SP:Iteration 2F (30264.330000 sec): 3 clusters
  Score: Raw -269386.127482 + Penalty 2626.780733 = -266759.346749
  nChanged 166
		SP:Iteration 3F (30264.390000 sec): 3 clusters
  Score: Raw -269499.037302 + Penalty 2626.780733 = -266872.256569
  nChanged 120
		SP:Iteration 4Q (30264.460000 sec): 3 clusters
  Score: Raw -269571.533581 + Penalty 2626.780733 = -266944.752848
  nChanged 98
		SP:Iteration 5Q (30264.520000 sec): 3 clusters
  Score: Raw -269633.895763 + Penalty 2626.780733 = -267007.115031
  nChanged 94
		SP:Iteration 6Q (30264.580000 sec): 3 clusters
  Score: Raw -269692.686069 + Penalty 2626.780733 = -267065.905336
  nChanged 85
		SP:Iteration 7Q (30264.650000 sec): 3 clusters
  Score: Raw -269740.958596 + Penalty 2626.780733 = -267114.177864
  nChanged 71
		SP:Iteration 8Q (30264.710000 sec): 3 clusters
  Score: Raw -269784.086450 + Penalty 2626.780733 = -267157.305717
  nChanged 67
		SP:Iteration 9Q (30264.770000 sec): 3 clusters
  Score: Raw -269817.978093 + Penalty 2626.780733 = -267191.197360
  nChanged 51
		SP:Iteration 10Q (30264.840000 sec): 3 clusters
  Score: Raw -269848.122951 + Penalty 2626.780733 = -267221.342219
  nChanged 57
		SP:Iteration 11Q (30264.900000 sec): 3 clusters
  Score: Raw -269881.163409 + Penalty 2626.780733 = -267254.382676
  nChanged 55
		SP:Iteration 12Q (30264.960000 sec): 3 clusters
  Score: Raw -269908.366158 + Penalty 2626.780733 = -267281.585425
  nChanged 49
		SP:Iteration 13Q (30265.030000 sec): 3 clusters
  Score: Raw -269929.154400 + Penalty 2626.780733 = -267302.373667
  nChanged 41
		SP:Iteration 14Q (30265.090000 sec): 3 clusters
  Score: Raw -269947.100310 + Penalty 2626.780733 = -267320.319577
  nChanged 41
		SP:Iteration 15Q (30265.160000 sec): 3 clusters
  Score: Raw -269967.670959 + Penalty 2626.780733 = -267340.890226
  nChanged 36
		SP:Iteration 16Q (30265.220000 sec): 3 clusters
  Score: Raw -269985.838173 + Penalty 2626.780733 = -267359.057441
  nChanged 27
		SP:Iteration 17Q (30265.280000 sec): 3 clusters
  Score: Raw -269996.438745 + Penalty 2626.780733 = -267369.658012
  nChanged 25
		SP:Iteration 18Q (30265.340000 sec): 3 clusters
  Score: Raw -270006.420171 + Penalty 2626.780733 = -267379.639439
  nChanged 24
		SP:Iteration 19Q (30265.410000 sec): 3 clusters
  Score: Raw -270015.761333 + Penalty 2626.780733 = -267388.980600
  nChanged 24
		SP:Iteration 20F (30265.470000 sec): 3 clusters
  Score: Raw -270021.791244 + Penalty 2626.780733 = -267395.010511
  nChanged 14
		SP:Iteration 21Q (30265.540000 sec): 3 clusters
  Score: Raw -270026.449159 + Penalty 2626.780733 = -267399.668426
  nChanged 13
		SP:Iteration 22Q (30265.600000 sec): 3 clusters
  Score: Raw -270030.859322 + Penalty 2626.780733 = -267404.078590
  nChanged 12
		SP:Iteration 23Q (30265.660000 sec): 3 clusters
  Score: Raw -270034.126234 + Penalty 2626.780733 = -267407.345501
  nChanged 13
		SP:Iteration 24Q (30265.720000 sec): 3 clusters
  Score: Raw -270037.646505 + Penalty 2626.780733 = -267410.865772
  nChanged 7
		SP:Iteration 25Q (30265.790000 sec): 3 clusters
  Score: Raw -270039.219306 + Penalty 2626.780733 = -267412.438574
  nChanged 8
		SP:Iteration 26Q (30265.850000 sec): 3 clusters
  Score: Raw -270041.085819 + Penalty 2626.780733 = -267414.305086
  nChanged 7
		SP:Iteration 27Q (30265.920000 sec): 3 clusters
  Score: Raw -270042.558347 + Penalty 2626.780733 = -267415.777614
  nChanged 7
		SP:Iteration 28Q (30265.980000 sec): 3 clusters
  Score: Raw -270045.239040 + Penalty 2626.780733 = -267418.458307
  nChanged 11
		SP:Iteration 29Q (30266.040000 sec): 3 clusters
  Score: Raw -270048.600625 + Penalty 2626.780733 = -267421.819893
  nChanged 13
		SP:Iteration 30Q (30266.110000 sec): 3 clusters
  Score: Raw -270053.857377 + Penalty 2626.780733 = -267427.076644
  nChanged 19
		SP:Iteration 31Q (30266.170000 sec): 3 clusters
  Score: Raw -270060.321086 + Penalty 2626.780733 = -267433.540354
  nChanged 17
		SP:Iteration 32Q (30266.230000 sec): 3 clusters
  Score: Raw -270066.862275 + Penalty 2626.780733 = -267440.081543
  nChanged 20
		SP:Iteration 33Q (30266.300000 sec): 3 clusters
  Score: Raw -270077.370876 + Penalty 2626.780733 = -267450.590143
  nChanged 28
		SP:Iteration 34Q (30266.360000 sec): 3 clusters
  Score: Raw -270091.817477 + Penalty 2626.780733 = -267465.036745
  nChanged 39
		SP:Iteration 35Q (30266.420000 sec): 3 clusters
  Score: Raw -270111.205992 + Penalty 2626.780733 = -267484.425259
  nChanged 42
		SP:Iteration 36Q (30266.490000 sec): 3 clusters
  Score: Raw -270133.646086 + Penalty 2626.780733 = -267506.865353
  nChanged 45
		SP:Iteration 37Q (30266.550000 sec): 3 clusters
  Score: Raw -270157.456741 + Penalty 2626.780733 = -267530.676008
  nChanged 44
		SP:Iteration 38Q (30266.610000 sec): 3 clusters
  Score: Raw -270178.079894 + Penalty 2626.780733 = -267551.299162
  nChanged 39
		SP:Iteration 39Q (30266.680000 sec): 3 clusters
  Score: Raw -270198.244689 + Penalty 2626.780733 = -267571.463956
  nChanged 46
		SP:Iteration 40F (30266.740000 sec): 3 clusters
  Score: Raw -270225.175887 + Penalty 2626.780733 = -267598.395155
  nChanged 39
		SP:Iteration 41Q (30266.800000 sec): 3 clusters
  Score: Raw -270245.673335 + Penalty 2626.780733 = -267618.892602
  nChanged 34
		SP:Iteration 42Q (30266.860000 sec): 3 clusters
  Score: Raw -270266.701676 + Penalty 2626.780733 = -267639.920944
  nChanged 34
		SP:Iteration 43Q (30266.930000 sec): 3 clusters
  Score: Raw -270285.038666 + Penalty 2626.780733 = -267658.257933
  nChanged 34
		SP:Iteration 44Q (30266.990000 sec): 3 clusters
  Score: Raw -270305.540888 + Penalty 2626.780733 = -267678.760156
  nChanged 36
		SP:Iteration 45Q (30267.050000 sec): 3 clusters
  Score: Raw -270321.571936 + Penalty 2626.780733 = -267694.791203
  nChanged 27
		SP:Iteration 46Q (30267.120000 sec): 3 clusters
  Score: Raw -270333.680785 + Penalty 2626.780733 = -267706.900052
  nChanged 25
		SP:Iteration 47Q (30267.180000 sec): 3 clusters
  Score: Raw -270344.671282 + Penalty 2626.780733 = -267717.890549
  nChanged 23
		SP:Iteration 48Q (30267.240000 sec): 3 clusters
  Score: Raw -270356.017002 + Penalty 2626.780733 = -267729.236269
  nChanged 22
		SP:Iteration 49Q (30267.300000 sec): 3 clusters
  Score: Raw -270367.229036 + Penalty 2626.780733 = -267740.448303
  nChanged 22
		SP:Iteration 50Q (30267.360000 sec): 3 clusters
  Score: Raw -270377.182034 + Penalty 2626.780733 = -267750.401301
  nChanged 21
		SP:Iteration 51Q (30267.430000 sec): 3 clusters
  Score: Raw -270385.150440 + Penalty 2626.780733 = -267758.369707
  nChanged 13
		SP:Iteration 52Q (30267.490000 sec): 3 clusters
  Score: Raw -270391.051786 + Penalty 2626.780733 = -267764.271054
  nChanged 13
		SP:Iteration 53Q (30267.550000 sec): 3 clusters
  Score: Raw -270397.532922 + Penalty 2626.780733 = -267770.752189
  nChanged 9
		SP:Iteration 54Q (30267.620000 sec): 3 clusters
  Score: Raw -270400.577433 + Penalty 2626.780733 = -267773.796700
  nChanged 10
		SP:Iteration 55Q (30267.680000 sec): 3 clusters
  Score: Raw -270403.559072 + Penalty 2626.780733 = -267776.778340
  nChanged 7
		SP:Iteration 56Q (30267.740000 sec): 3 clusters
  Score: Raw -270405.192637 + Penalty 2626.780733 = -267778.411905
  nChanged 7
		SP:Iteration 57Q (30267.800000 sec): 3 clusters
  Score: Raw -270407.586061 + Penalty 2626.780733 = -267780.805328
  nChanged 5
		SP:Iteration 58Q (30267.860000 sec): 3 clusters
  Score: Raw -270408.706938 + Penalty 2626.780733 = -267781.926205
  nChanged 5
		SP:Iteration 59Q (30267.930000 sec): 3 clusters
  Score: Raw -270410.222248 + Penalty 2626.780733 = -267783.441515
  nChanged 5
		SP:Iteration 60F (30267.990000 sec): 3 clusters
  Score: Raw -270413.028344 + Penalty 2626.780733 = -267786.247611
  nChanged 5
		SP:Iteration 61Q (30268.050000 sec): 3 clusters
  Score: Raw -270414.526271 + Penalty 2626.780733 = -267787.745538
  nChanged 1
		SP:Iteration 62Q (30268.120000 sec): 3 clusters
  Score: Raw -270414.693891 + Penalty 2626.780733 = -267787.913159
  nChanged 0
		SP:Iteration 63F (30268.180000 sec): 3 clusters
  Score: Raw -270414.693891 + Penalty 2626.780733 = -267787.913159
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 4 (10533 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (30268.310000 sec): 2 clusters
  Score: Raw -936296.365832 + Penalty 1505.118626 = -934791.247206
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (30268.490000 sec): 3 clusters
  Score: Raw -930323.174846 + Penalty 3010.237251 = -927312.937595
  nChanged 4557
		SP:Iteration 1F (30268.670000 sec): 3 clusters
  Score: Raw -932718.611220 + Penalty 3010.237251 = -929708.373969
  nChanged 657
		SP:Iteration 2F (30268.830000 sec): 3 clusters
  Score: Raw -932994.799288 + Penalty 3010.237251 = -929984.562037
  nChanged 512
		SP:Iteration 3Q (30269.020000 sec): 3 clusters
  Score: Raw -933207.465816 + Penalty 3010.237251 = -930197.228565
  nChanged 437
		SP:Iteration 4Q (30269.190000 sec): 3 clusters
  Score: Raw -933409.170936 + Penalty 3010.237251 = -930398.933685
  nChanged 438
		SP:Iteration 5Q (30269.370000 sec): 3 clusters
  Score: Raw -933621.838776 + Penalty 3010.237251 = -930611.601525
  nChanged 460
		SP:Iteration 6Q (30269.540000 sec): 3 clusters
  Score: Raw -933865.229893 + Penalty 3010.237251 = -930854.992642
  nChanged 429
		SP:Iteration 7Q (30269.720000 sec): 3 clusters
  Score: Raw -934105.421460 + Penalty 3010.237251 = -931095.184209
  nChanged 441
		SP:Iteration 8Q (30269.900000 sec): 3 clusters
  Score: Raw -934347.506753 + Penalty 3010.237251 = -931337.269502
  nChanged 415
		SP:Iteration 9Q (30270.080000 sec): 3 clusters
  Score: Raw -934598.638720 + Penalty 3010.237251 = -931588.401469
  nChanged 418
		SP:Iteration 10Q (30270.250000 sec): 3 clusters
  Score: Raw -934846.685151 + Penalty 3010.237251 = -931836.447900
  nChanged 393
		SP:Iteration 11Q (30270.420000 sec): 3 clusters
  Score: Raw -935094.013136 + Penalty 3010.237251 = -932083.775885
  nChanged 385
		SP:Iteration 12Q (30270.590000 sec): 3 clusters
  Score: Raw -935371.582981 + Penalty 3010.237251 = -932361.345730
  nChanged 372
		SP:Iteration 13Q (30270.760000 sec): 3 clusters
  Score: Raw -935651.989343 + Penalty 3010.237251 = -932641.752092
  nChanged 320
		SP:Iteration 14Q (30270.940000 sec): 3 clusters
  Score: Raw -935875.954925 + Penalty 3010.237251 = -932865.717674
  nChanged 245
		SP:Iteration 15Q (30271.090000 sec): 3 clusters
  Score: Raw -936056.987276 + Penalty 3010.237251 = -933046.750025
  nChanged 187
		SP:Iteration 16Q (30271.260000 sec): 3 clusters
  Score: Raw -936214.046105 + Penalty 3010.237251 = -933203.808854
  nChanged 129
		SP:Iteration 17Q (30271.410000 sec): 3 clusters
  Score: Raw -936310.561483 + Penalty 3010.237251 = -933300.324231
  nChanged 110
		SP:Iteration 18Q (30271.570000 sec): 3 clusters
  Score: Raw -936378.079179 + Penalty 3010.237251 = -933367.841928
  nChanged 68
		SP:Iteration 19Q (30271.730000 sec): 3 clusters
  Score: Raw -936427.000675 + Penalty 3010.237251 = -933416.763424
  nChanged 55
		SP:Iteration 20F (30271.890000 sec): 3 clusters
  Score: Raw -936492.412929 + Penalty 3010.237251 = -933482.175678
  nChanged 46
		SP:Iteration 21Q (30272.070000 sec): 3 clusters
  Score: Raw -936534.059460 + Penalty 3010.237251 = -933523.822209
  nChanged 34
		SP:Iteration 22Q (30272.220000 sec): 3 clusters
  Score: Raw -936554.926415 + Penalty 3010.237251 = -933544.689164
  nChanged 26
		SP:Iteration 23Q (30272.380000 sec): 3 clusters
  Score: Raw -936580.052842 + Penalty 3010.237251 = -933569.815591
  nChanged 32
		SP:Iteration 24Q (30272.560000 sec): 3 clusters
  Score: Raw -936609.305297 + Penalty 3010.237251 = -933599.068046
  nChanged 26
		SP:Iteration 25Q (30272.710000 sec): 3 clusters
  Score: Raw -936629.143839 + Penalty 3010.237251 = -933618.906588
  nChanged 28
		SP:Iteration 26Q (30272.880000 sec): 3 clusters
  Score: Raw -936646.986921 + Penalty 3010.237251 = -933636.749670
  nChanged 27
		SP:Iteration 27Q (30273.030000 sec): 3 clusters
  Score: Raw -936663.575797 + Penalty 3010.237251 = -933653.338546
  nChanged 18
		SP:Iteration 28Q (30273.190000 sec): 3 clusters
  Score: Raw -936671.774556 + Penalty 3010.237251 = -933661.537305
  nChanged 10
		SP:Iteration 29Q (30273.370000 sec): 3 clusters
  Score: Raw -936677.785530 + Penalty 3010.237251 = -933667.548279
  nChanged 9
		SP:Iteration 30Q (30273.520000 sec): 3 clusters
  Score: Raw -936681.182100 + Penalty 3010.237251 = -933670.944849
  nChanged 9
		SP:Iteration 31Q (30273.690000 sec): 3 clusters
  Score: Raw -936684.652049 + Penalty 3010.237251 = -933674.414798
  nChanged 10
		SP:Iteration 32Q (30273.840000 sec): 3 clusters
  Score: Raw -936687.913100 + Penalty 3010.237251 = -933677.675849
  nChanged 8
		SP:Iteration 33Q (30274.000000 sec): 3 clusters
  Score: Raw -936693.579307 + Penalty 3010.237251 = -933683.342056
  nChanged 14
		SP:Iteration 34Q (30274.180000 sec): 3 clusters
  Score: Raw -936701.973338 + Penalty 3010.237251 = -933691.736087
  nChanged 12
		SP:Iteration 35Q (30274.330000 sec): 3 clusters
  Score: Raw -936713.576565 + Penalty 3010.237251 = -933703.339314
  nChanged 14
		SP:Iteration 36Q (30274.490000 sec): 3 clusters
  Score: Raw -936725.082148 + Penalty 3010.237251 = -933714.844897
  nChanged 24
		SP:Iteration 37Q (30274.650000 sec): 3 clusters
  Score: Raw -936746.118972 + Penalty 3010.237251 = -933735.881721
  nChanged 23
		SP:Iteration 38Q (30274.790000 sec): 3 clusters
  Score: Raw -936758.216040 + Penalty 3010.237251 = -933747.978789
  nChanged 15
		SP:Iteration 39Q (30274.970000 sec): 3 clusters
  Score: Raw -936767.510797 + Penalty 3010.237251 = -933757.273546
  nChanged 13
		SP:Iteration 40F (30275.140000 sec): 3 clusters
  Score: Raw -936778.180844 + Penalty 3010.237251 = -933767.943593
  nChanged 14
		SP:Iteration 41Q (30275.290000 sec): 3 clusters
  Score: Raw -936786.555370 + Penalty 3010.237251 = -933776.318119
  nChanged 11
		SP:Iteration 42Q (30275.460000 sec): 3 clusters
  Score: Raw -936791.764168 + Penalty 3010.237251 = -933781.526917
  nChanged 10
		SP:Iteration 43Q (30275.610000 sec): 3 clusters
  Score: Raw -936798.186584 + Penalty 3010.237251 = -933787.949332
  nChanged 11
		SP:Iteration 44Q (30275.770000 sec): 3 clusters
  Score: Raw -936803.472007 + Penalty 3010.237251 = -933793.234755
  nChanged 13
		SP:Iteration 45Q (30275.940000 sec): 3 clusters
  Score: Raw -936811.621254 + Penalty 3010.237251 = -933801.384003
  nChanged 12
		SP:Iteration 46Q (30276.090000 sec): 3 clusters
  Score: Raw -936818.827705 + Penalty 3010.237251 = -933808.590454
  nChanged 15
		SP:Iteration 47Q (30276.260000 sec): 3 clusters
  Score: Raw -936827.360350 + Penalty 3010.237251 = -933817.123099
  nChanged 8
		SP:Iteration 48Q (30276.410000 sec): 3 clusters
  Score: Raw -936834.718393 + Penalty 3010.237251 = -933824.481142
  nChanged 12
		SP:Iteration 49Q (30276.560000 sec): 3 clusters
  Score: Raw -936843.856647 + Penalty 3010.237251 = -933833.619395
  nChanged 9
		SP:Iteration 50Q (30276.740000 sec): 3 clusters
  Score: Raw -936851.061226 + Penalty 3010.237251 = -933840.823975
  nChanged 12
		SP:Iteration 51Q (30276.890000 sec): 3 clusters
  Score: Raw -936859.978203 + Penalty 3010.237251 = -933849.740951
  nChanged 5
		SP:Iteration 52Q (30277.060000 sec): 3 clusters
  Score: Raw -936862.534315 + Penalty 3010.237251 = -933852.297064
  nChanged 3
		SP:Iteration 53Q (30277.240000 sec): 3 clusters
  Score: Raw -936863.495098 + Penalty 3010.237251 = -933853.257847
  nChanged 0
		SP:Iteration 54F (30277.400000 sec): 3 clusters
  Score: Raw -936863.495098 + Penalty 3010.237251 = -933853.257847
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 5 (19549 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (30277.630000 sec): 2 clusters
  Score: Raw -1773859.709296 + Penalty 1605.610405 = -1772254.098891
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (30277.900000 sec): 3 clusters
  Score: Raw -1762206.299391 + Penalty 3211.220809 = -1758995.078582
  nChanged 8756
		SP:Iteration 1F (30278.160000 sec): 3 clusters
  Score: Raw -1767000.332457 + Penalty 3211.220809 = -1763789.111647
  nChanged 1034
		SP:Iteration 2F (30278.410000 sec): 3 clusters
  Score: Raw -1767374.597345 + Penalty 3211.220809 = -1764163.376536
  nChanged 918
		SP:Iteration 3Q (30278.660000 sec): 3 clusters
  Score: Raw -1767708.029955 + Penalty 3211.220809 = -1764496.809145
  nChanged 836
		SP:Iteration 4Q (30278.940000 sec): 3 clusters
  Score: Raw -1768023.919443 + Penalty 3211.220809 = -1764812.698634
  nChanged 838
		SP:Iteration 5Q (30279.210000 sec): 3 clusters
  Score: Raw -1768331.622305 + Penalty 3211.220809 = -1765120.401495
  nChanged 771
		SP:Iteration 6Q (30279.470000 sec): 3 clusters
  Score: Raw -1768611.052924 + Penalty 3211.220809 = -1765399.832114
  nChanged 740
		SP:Iteration 7Q (30279.720000 sec): 3 clusters
  Score: Raw -1768899.265585 + Penalty 3211.220809 = -1765688.044775
  nChanged 747
		SP:Iteration 8Q (30280.000000 sec): 3 clusters
  Score: Raw -1769221.369776 + Penalty 3211.220809 = -1766010.148967
  nChanged 753
		SP:Iteration 9Q (30280.270000 sec): 3 clusters
  Score: Raw -1769576.029754 + Penalty 3211.220809 = -1766364.808944
  nChanged 803
		SP:Iteration 10Q (30280.530000 sec): 3 clusters
  Score: Raw -1769989.040222 + Penalty 3211.220809 = -1766777.819412
  nChanged 814
		SP:Iteration 11Q (30280.800000 sec): 3 clusters
  Score: Raw -1770445.749216 + Penalty 3211.220809 = -1767234.528407
  nChanged 786
		SP:Iteration 12Q (30281.040000 sec): 3 clusters
  Score: Raw -1770892.477854 + Penalty 3211.220809 = -1767681.257045
  nChanged 726
		SP:Iteration 13Q (30281.320000 sec): 3 clusters
  Score: Raw -1771259.022966 + Penalty 3211.220809 = -1768047.802156
  nChanged 590
		SP:Iteration 14Q (30281.570000 sec): 3 clusters
  Score: Raw -1771527.657331 + Penalty 3211.220809 = -1768316.436521
  nChanged 448
		SP:Iteration 15Q (30281.830000 sec): 3 clusters
  Score: Raw -1771679.207453 + Penalty 3211.220809 = -1768467.986643
  nChanged 326
		SP:Iteration 16Q (30282.070000 sec): 3 clusters
  Score: Raw -1771782.280732 + Penalty 3211.220809 = -1768571.059923
  nChanged 289
		SP:Iteration 17Q (30282.340000 sec): 3 clusters
  Score: Raw -1771874.770157 + Penalty 3211.220809 = -1768663.549347
  nChanged 252
		SP:Iteration 18Q (30282.590000 sec): 3 clusters
  Score: Raw -1771957.262595 + Penalty 3211.220809 = -1768746.041785
  nChanged 235
		SP:Iteration 19Q (30282.840000 sec): 3 clusters
  Score: Raw -1772034.761223 + Penalty 3211.220809 = -1768823.540414
  nChanged 243
		SP:Iteration 20F (30283.100000 sec): 3 clusters
  Score: Raw -1772113.912964 + Penalty 3211.220809 = -1768902.692155
  nChanged 237
		SP:Iteration 21Q (30283.350000 sec): 3 clusters
  Score: Raw -1772193.929397 + Penalty 3211.220809 = -1768982.708588
  nChanged 250
		SP:Iteration 22Q (30283.590000 sec): 3 clusters
  Score: Raw -1772280.783117 + Penalty 3211.220809 = -1769069.562308
  nChanged 234
		SP:Iteration 23Q (30283.850000 sec): 3 clusters
  Score: Raw -1772356.472361 + Penalty 3211.220809 = -1769145.251552
  nChanged 232
		SP:Iteration 24Q (30284.110000 sec): 3 clusters
  Score: Raw -1772430.663041 + Penalty 3211.220809 = -1769219.442232
  nChanged 221
		SP:Iteration 25Q (30284.350000 sec): 3 clusters
  Score: Raw -1772499.661885 + Penalty 3211.220809 = -1769288.441076
  nChanged 207
		SP:Iteration 26Q (30284.610000 sec): 3 clusters
  Score: Raw -1772554.877829 + Penalty 3211.220809 = -1769343.657020
  nChanged 180
		SP:Iteration 27Q (30284.860000 sec): 3 clusters
  Score: Raw -1772600.838233 + Penalty 3211.220809 = -1769389.617423
  nChanged 149
		SP:Iteration 28Q (30285.100000 sec): 3 clusters
  Score: Raw -1772638.051904 + Penalty 3211.220809 = -1769426.831094
  nChanged 125
		SP:Iteration 29Q (30285.360000 sec): 3 clusters
  Score: Raw -1772668.245824 + Penalty 3211.220809 = -1769457.025015
  nChanged 136
		SP:Iteration 30Q (30285.610000 sec): 3 clusters
  Score: Raw -1772699.392227 + Penalty 3211.220809 = -1769488.171418
  nChanged 104
		SP:Iteration 31Q (30285.840000 sec): 3 clusters
  Score: Raw -1772718.835174 + Penalty 3211.220809 = -1769507.614365
  nChanged 88
		SP:Iteration 32Q (30286.100000 sec): 3 clusters
  Score: Raw -1772734.635330 + Penalty 3211.220809 = -1769523.414521
  nChanged 100
		SP:Iteration 33Q (30286.350000 sec): 3 clusters
  Score: Raw -1772754.439664 + Penalty 3211.220809 = -1769543.218854
  nChanged 103
		SP:Iteration 34Q (30286.590000 sec): 3 clusters
  Score: Raw -1772770.606604 + Penalty 3211.220809 = -1769559.385794
  nChanged 88
		SP:Iteration 35Q (30286.850000 sec): 3 clusters
  Score: Raw -1772784.196363 + Penalty 3211.220809 = -1769572.975554
  nChanged 65
		SP:Iteration 36Q (30287.100000 sec): 3 clusters
  Score: Raw -1772793.665343 + Penalty 3211.220809 = -1769582.444534
  nChanged 63
		SP:Iteration 37Q (30287.330000 sec): 3 clusters
  Score: Raw -1772802.386344 + Penalty 3211.220809 = -1769591.165535
  nChanged 54
		SP:Iteration 38Q (30287.600000 sec): 3 clusters
  Score: Raw -1772809.502000 + Penalty 3211.220809 = -1769598.281191
  nChanged 48
		SP:Iteration 39Q (30287.840000 sec): 3 clusters
  Score: Raw -1772815.250141 + Penalty 3211.220809 = -1769604.029332
  nChanged 49
		SP:Iteration 40F (30288.080000 sec): 3 clusters
  Score: Raw -1772820.935718 + Penalty 3211.220809 = -1769609.714909
  nChanged 54
		SP:Iteration 41Q (30288.330000 sec): 3 clusters
  Score: Raw -1772827.623357 + Penalty 3211.220809 = -1769616.402548
  nChanged 50
		SP:Iteration 42Q (30288.560000 sec): 3 clusters
  Score: Raw -1772834.641230 + Penalty 3211.220809 = -1769623.420421
  nChanged 59
		SP:Iteration 43Q (30288.820000 sec): 3 clusters
  Score: Raw -1772842.628173 + Penalty 3211.220809 = -1769631.407364
  nChanged 62
		SP:Iteration 44Q (30289.070000 sec): 3 clusters
  Score: Raw -1772850.570551 + Penalty 3211.220809 = -1769639.349742
  nChanged 57
		SP:Iteration 45Q (30289.310000 sec): 3 clusters
  Score: Raw -1772857.928377 + Penalty 3211.220809 = -1769646.707568
  nChanged 51
		SP:Iteration 46Q (30289.570000 sec): 3 clusters
  Score: Raw -1772864.695219 + Penalty 3211.220809 = -1769653.474410
  nChanged 45
		SP:Iteration 47Q (30289.820000 sec): 3 clusters
  Score: Raw -1772870.453760 + Penalty 3211.220809 = -1769659.232951
  nChanged 47
		SP:Iteration 48Q (30290.050000 sec): 3 clusters
  Score: Raw -1772876.394139 + Penalty 3211.220809 = -1769665.173329
  nChanged 55
		SP:Iteration 49Q (30290.320000 sec): 3 clusters
  Score: Raw -1772883.517040 + Penalty 3211.220809 = -1769672.296231
  nChanged 51
		SP:Iteration 50Q (30290.560000 sec): 3 clusters
  Score: Raw -1772888.717093 + Penalty 3211.220809 = -1769677.496283
  nChanged 46
		SP:Iteration 51Q (30290.800000 sec): 3 clusters
  Score: Raw -1772894.966102 + Penalty 3211.220809 = -1769683.745293
  nChanged 66
		SP:Iteration 52Q (30291.060000 sec): 3 clusters
  Score: Raw -1772906.362236 + Penalty 3211.220809 = -1769695.141426
  nChanged 68
		SP:Iteration 53Q (30291.300000 sec): 3 clusters
  Score: Raw -1772916.782462 + Penalty 3211.220809 = -1769705.561653
  nChanged 60
		SP:Iteration 54Q (30291.540000 sec): 3 clusters
  Score: Raw -1772925.941696 + Penalty 3211.220809 = -1769714.720887
  nChanged 64
		SP:Iteration 55Q (30291.780000 sec): 3 clusters
  Score: Raw -1772938.542127 + Penalty 3211.220809 = -1769727.321318
  nChanged 73
		SP:Iteration 56Q (30292.020000 sec): 3 clusters
  Score: Raw -1772951.600451 + Penalty 3211.220809 = -1769740.379641
  nChanged 75
		SP:Iteration 57Q (30292.280000 sec): 3 clusters
  Score: Raw -1772964.793718 + Penalty 3211.220809 = -1769753.572909
  nChanged 80
		SP:Iteration 58Q (30292.520000 sec): 3 clusters
  Score: Raw -1772979.972180 + Penalty 3211.220809 = -1769768.751371
  nChanged 80
		SP:Iteration 59Q (30292.760000 sec): 3 clusters
  Score: Raw -1772992.409818 + Penalty 3211.220809 = -1769781.189009
  nChanged 57
		SP:Iteration 60F (30293.000000 sec): 3 clusters
  Score: Raw -1772998.727326 + Penalty 3211.220809 = -1769787.506517
  nChanged 48
		SP:Iteration 61Q (30293.240000 sec): 3 clusters
  Score: Raw -1773005.715383 + Penalty 3211.220809 = -1769794.494574
  nChanged 55
		SP:Iteration 62Q (30293.500000 sec): 3 clusters
  Score: Raw -1773013.344943 + Penalty 3211.220809 = -1769802.124134
  nChanged 50
		SP:Iteration 63Q (30293.740000 sec): 3 clusters
  Score: Raw -1773019.815536 + Penalty 3211.220809 = -1769808.594727
  nChanged 46
		SP:Iteration 64Q (30293.980000 sec): 3 clusters
  Score: Raw -1773025.736887 + Penalty 3211.220809 = -1769814.516078
  nChanged 56
		SP:Iteration 65Q (30294.240000 sec): 3 clusters
  Score: Raw -1773033.482362 + Penalty 3211.220809 = -1769822.261552
  nChanged 54
		SP:Iteration 66Q (30294.480000 sec): 3 clusters
  Score: Raw -1773041.481591 + Penalty 3211.220809 = -1769830.260781
  nChanged 61
		SP:Iteration 67Q (30294.720000 sec): 3 clusters
  Score: Raw -1773050.285402 + Penalty 3211.220809 = -1769839.064592
  nChanged 59
		SP:Iteration 68Q (30294.960000 sec): 3 clusters
  Score: Raw -1773057.870556 + Penalty 3211.220809 = -1769846.649747
  nChanged 40
		SP:Iteration 69Q (30295.190000 sec): 3 clusters
  Score: Raw -1773062.242483 + Penalty 3211.220809 = -1769851.021674
  nChanged 40
		SP:Iteration 70Q (30295.450000 sec): 3 clusters
  Score: Raw -1773067.124565 + Penalty 3211.220809 = -1769855.903755
  nChanged 37
		SP:Iteration 71Q (30295.700000 sec): 3 clusters
  Score: Raw -1773072.404265 + Penalty 3211.220809 = -1769861.183455
  nChanged 43
		SP:Iteration 72Q (30295.920000 sec): 3 clusters
  Score: Raw -1773077.729098 + Penalty 3211.220809 = -1769866.508289
  nChanged 44
		SP:Iteration 73Q (30296.160000 sec): 3 clusters
  Score: Raw -1773083.491566 + Penalty 3211.220809 = -1769872.270757
  nChanged 45
		SP:Iteration 74Q (30296.390000 sec): 3 clusters
  Score: Raw -1773090.544692 + Penalty 3211.220809 = -1769879.323883
  nChanged 44
		SP:Iteration 75Q (30296.630000 sec): 3 clusters
  Score: Raw -1773096.063779 + Penalty 3211.220809 = -1769884.842970
  nChanged 38
		SP:Iteration 76Q (30296.860000 sec): 3 clusters
  Score: Raw -1773101.388287 + Penalty 3211.220809 = -1769890.167478
  nChanged 38
		SP:Iteration 77Q (30297.120000 sec): 3 clusters
  Score: Raw -1773106.924822 + Penalty 3211.220809 = -1769895.704012
  nChanged 44
		SP:Iteration 78Q (30297.370000 sec): 3 clusters
  Score: Raw -1773113.635333 + Penalty 3211.220809 = -1769902.414524
  nChanged 54
		SP:Iteration 79Q (30297.600000 sec): 3 clusters
  Score: Raw -1773121.110089 + Penalty 3211.220809 = -1769909.889280
  nChanged 46
		SP:Iteration 80F (30297.840000 sec): 3 clusters
  Score: Raw -1773128.368918 + Penalty 3211.220809 = -1769917.148108
  nChanged 43
		SP:Iteration 81Q (30298.080000 sec): 3 clusters
  Score: Raw -1773135.467673 + Penalty 3211.220809 = -1769924.246864
  nChanged 48
		SP:Iteration 82Q (30298.340000 sec): 3 clusters
  Score: Raw -1773144.243864 + Penalty 3211.220809 = -1769933.023054
  nChanged 49
		SP:Iteration 83Q (30298.580000 sec): 3 clusters
  Score: Raw -1773153.826929 + Penalty 3211.220809 = -1769942.606120
  nChanged 50
		SP:Iteration 84Q (30298.810000 sec): 3 clusters
  Score: Raw -1773162.776805 + Penalty 3211.220809 = -1769951.555996
  nChanged 58
		SP:Iteration 85Q (30299.060000 sec): 3 clusters
  Score: Raw -1773172.789988 + Penalty 3211.220809 = -1769961.569179
  nChanged 63
		SP:Iteration 86Q (30299.290000 sec): 3 clusters
  Score: Raw -1773185.577488 + Penalty 3211.220809 = -1769974.356679
  nChanged 72
		SP:Iteration 87Q (30299.540000 sec): 3 clusters
  Score: Raw -1773198.575458 + Penalty 3211.220809 = -1769987.354649
  nChanged 68
		SP:Iteration 88Q (30299.790000 sec): 3 clusters
  Score: Raw -1773213.396919 + Penalty 3211.220809 = -1770002.176110
  nChanged 75
		SP:Iteration 89Q (30300.020000 sec): 3 clusters
  Score: Raw -1773228.318705 + Penalty 3211.220809 = -1770017.097895
  nChanged 75
		SP:Iteration 90Q (30300.260000 sec): 3 clusters
  Score: Raw -1773243.195778 + Penalty 3211.220809 = -1770031.974969
  nChanged 75
		SP:Iteration 91Q (30300.490000 sec): 3 clusters
  Score: Raw -1773257.398679 + Penalty 3211.220809 = -1770046.177870
  nChanged 77
		SP:Iteration 92Q (30300.730000 sec): 3 clusters
  Score: Raw -1773273.165374 + Penalty 3211.220809 = -1770061.944564
  nChanged 69
		SP:Iteration 93Q (30300.960000 sec): 3 clusters
  Score: Raw -1773286.972108 + Penalty 3211.220809 = -1770075.751298
  nChanged 86
		SP:Iteration 94Q (30301.220000 sec): 3 clusters
  Score: Raw -1773308.802844 + Penalty 3211.220809 = -1770097.582035
  nChanged 85
		SP:Iteration 95Q (30301.460000 sec): 3 clusters
  Score: Raw -1773329.840206 + Penalty 3211.220809 = -1770118.619397
  nChanged 100
		SP:Iteration 96Q (30301.690000 sec): 3 clusters
  Score: Raw -1773359.711887 + Penalty 3211.220809 = -1770148.491078
  nChanged 108
		SP:Iteration 97Q (30301.930000 sec): 3 clusters
  Score: Raw -1773390.132915 + Penalty 3211.220809 = -1770178.912106
  nChanged 111
		SP:Iteration 98Q (30302.160000 sec): 3 clusters
  Score: Raw -1773421.119903 + Penalty 3211.220809 = -1770209.899094
  nChanged 115
		SP:Iteration 99Q (30302.390000 sec): 3 clusters
  Score: Raw -1773459.321043 + Penalty 3211.220809 = -1770248.100233
  nChanged 106
		SP:Iteration 100F (30302.630000 sec): 3 clusters
  Score: Raw -1773493.610126 + Penalty 3211.220809 = -1770282.389317
  nChanged 98
		SP:Iteration 101Q (30302.900000 sec): 3 clusters
  Score: Raw -1773522.941344 + Penalty 3211.220809 = -1770311.720534
  nChanged 86
		SP:Iteration 102Q (30303.140000 sec): 3 clusters
  Score: Raw -1773549.635630 + Penalty 3211.220809 = -1770338.414821
  nChanged 87
		SP:Iteration 103Q (30303.370000 sec): 3 clusters
  Score: Raw -1773580.248318 + Penalty 3211.220809 = -1770369.027508
  nChanged 94
		SP:Iteration 104Q (30303.620000 sec): 3 clusters
  Score: Raw -1773612.972485 + Penalty 3211.220809 = -1770401.751676
  nChanged 84
		SP:Iteration 105Q (30303.840000 sec): 3 clusters
  Score: Raw -1773638.907709 + Penalty 3211.220809 = -1770427.686900
  nChanged 78
		SP:Iteration 106Q (30304.080000 sec): 3 clusters
  Score: Raw -1773661.908678 + Penalty 3211.220809 = -1770450.687869
  nChanged 55
		SP:Iteration 107Q (30304.300000 sec): 3 clusters
  Score: Raw -1773677.126105 + Penalty 3211.220809 = -1770465.905296
  nChanged 58
		SP:Iteration 108Q (30304.530000 sec): 3 clusters
  Score: Raw -1773692.971244 + Penalty 3211.220809 = -1770481.750434
  nChanged 57
		SP:Iteration 109Q (30304.760000 sec): 3 clusters
  Score: Raw -1773710.640645 + Penalty 3211.220809 = -1770499.419836
  nChanged 54
		SP:Iteration 110Q (30305.000000 sec): 3 clusters
  Score: Raw -1773726.626008 + Penalty 3211.220809 = -1770515.405199
  nChanged 52
		SP:Iteration 111Q (30305.220000 sec): 3 clusters
  Score: Raw -1773739.550973 + Penalty 3211.220809 = -1770528.330164
  nChanged 39
		SP:Iteration 112Q (30305.470000 sec): 3 clusters
  Score: Raw -1773751.013404 + Penalty 3211.220809 = -1770539.792595
  nChanged 38
		SP:Iteration 113Q (30305.690000 sec): 3 clusters
  Score: Raw -1773761.282600 + Penalty 3211.220809 = -1770550.061791
  nChanged 35
		SP:Iteration 114Q (30305.940000 sec): 3 clusters
  Score: Raw -1773770.122863 + Penalty 3211.220809 = -1770558.902054
  nChanged 38
		SP:Iteration 115Q (30306.180000 sec): 3 clusters
  Score: Raw -1773782.875507 + Penalty 3211.220809 = -1770571.654698
  nChanged 36
		SP:Iteration 116Q (30306.430000 sec): 3 clusters
  Score: Raw -1773793.967933 + Penalty 3211.220809 = -1770582.747123
  nChanged 26
		SP:Iteration 117Q (30306.670000 sec): 3 clusters
  Score: Raw -1773800.913616 + Penalty 3211.220809 = -1770589.692807
  nChanged 24
		SP:Iteration 118Q (30306.900000 sec): 3 clusters
  Score: Raw -1773807.521046 + Penalty 3211.220809 = -1770596.300237
  nChanged 20
		SP:Iteration 119Q (30307.130000 sec): 3 clusters
  Score: Raw -1773814.689774 + Penalty 3211.220809 = -1770603.468965
  nChanged 28
		SP:Iteration 120F (30307.370000 sec): 3 clusters
  Score: Raw -1773824.232636 + Penalty 3211.220809 = -1770613.011826
  nChanged 28
		SP:Iteration 121Q (30307.620000 sec): 3 clusters
  Score: Raw -1773831.376182 + Penalty 3211.220809 = -1770620.155373
  nChanged 20
		SP:Iteration 122Q (30307.860000 sec): 3 clusters
  Score: Raw -1773836.225767 + Penalty 3211.220809 = -1770625.004958
  nChanged 20
		SP:Iteration 123Q (30308.110000 sec): 3 clusters
  Score: Raw -1773840.674299 + Penalty 3211.220809 = -1770629.453490
  nChanged 12
		SP:Iteration 124Q (30308.340000 sec): 3 clusters
  Score: Raw -1773842.782170 + Penalty 3211.220809 = -1770631.561361
  nChanged 14
		SP:Iteration 125Q (30308.560000 sec): 3 clusters
  Score: Raw -1773845.718571 + Penalty 3211.220809 = -1770634.497762
  nChanged 21
		SP:Iteration 126Q (30308.800000 sec): 3 clusters
  Score: Raw -1773850.342315 + Penalty 3211.220809 = -1770639.121506
  nChanged 17
		SP:Iteration 127Q (30309.020000 sec): 3 clusters
  Score: Raw -1773854.414394 + Penalty 3211.220809 = -1770643.193585
  nChanged 16
		SP:Iteration 128Q (30309.260000 sec): 3 clusters
  Score: Raw -1773858.332118 + Penalty 3211.220809 = -1770647.111309
  nChanged 18
		SP:Iteration 129Q (30309.480000 sec): 3 clusters
  Score: Raw -1773862.365829 + Penalty 3211.220809 = -1770651.145020
  nChanged 17
		SP:Iteration 130Q (30309.720000 sec): 3 clusters
  Score: Raw -1773866.358743 + Penalty 3211.220809 = -1770655.137934
  nChanged 19
		SP:Iteration 131Q (30309.940000 sec): 3 clusters
  Score: Raw -1773871.037816 + Penalty 3211.220809 = -1770659.817006
  nChanged 22
		SP:Iteration 132Q (30310.180000 sec): 3 clusters
  Score: Raw -1773878.733354 + Penalty 3211.220809 = -1770667.512545
  nChanged 22
		SP:Iteration 133Q (30310.400000 sec): 3 clusters
  Score: Raw -1773885.504491 + Penalty 3211.220809 = -1770674.283682
  nChanged 20
		SP:Iteration 134Q (30310.640000 sec): 3 clusters
  Score: Raw -1773892.381644 + Penalty 3211.220809 = -1770681.160834
  nChanged 21
		SP:Iteration 135Q (30310.860000 sec): 3 clusters
  Score: Raw -1773898.582443 + Penalty 3211.220809 = -1770687.361633
  nChanged 20
		SP:Iteration 136Q (30311.100000 sec): 3 clusters
  Score: Raw -1773903.892261 + Penalty 3211.220809 = -1770692.671452
  nChanged 12
		SP:Iteration 137Q (30311.320000 sec): 3 clusters
  Score: Raw -1773906.956326 + Penalty 3211.220809 = -1770695.735517
  nChanged 10
		SP:Iteration 138Q (30311.560000 sec): 3 clusters
  Score: Raw -1773910.542703 + Penalty 3211.220809 = -1770699.321893
  nChanged 9
		SP:Iteration 139Q (30311.780000 sec): 3 clusters
  Score: Raw -1773913.366466 + Penalty 3211.220809 = -1770702.145656
  nChanged 10
		SP:Iteration 140F (30312.020000 sec): 3 clusters
  Score: Raw -1773916.715097 + Penalty 3211.220809 = -1770705.494288
  nChanged 7
		SP:Iteration 141Q (30312.240000 sec): 3 clusters
  Score: Raw -1773918.467923 + Penalty 3211.220809 = -1770707.247114
  nChanged 5
		SP:Iteration 142Q (30312.490000 sec): 3 clusters
  Score: Raw -1773920.322955 + Penalty 3211.220809 = -1770709.102145
  nChanged 6
		SP:Iteration 143Q (30312.710000 sec): 3 clusters
  Score: Raw -1773921.536460 + Penalty 3211.220809 = -1770710.315651
  nChanged 3
		SP:Iteration 144Q (30312.960000 sec): 3 clusters
  Score: Raw -1773922.245738 + Penalty 3211.220809 = -1770711.024929
  nChanged 5
		SP:Iteration 145Q (30313.190000 sec): 3 clusters
  Score: Raw -1773923.642154 + Penalty 3211.220809 = -1770712.421344
  nChanged 3
		SP:Iteration 146Q (30313.440000 sec): 3 clusters
  Score: Raw -1773924.893622 + Penalty 3211.220809 = -1770713.672812
  nChanged 4
		SP:Iteration 147Q (30313.680000 sec): 3 clusters
  Score: Raw -1773926.528265 + Penalty 3211.220809 = -1770715.307456
  nChanged 4
		SP:Iteration 148Q (30313.900000 sec): 3 clusters
  Score: Raw -1773927.578286 + Penalty 3211.220809 = -1770716.357477
  nChanged 7
		SP:Iteration 149Q (30314.140000 sec): 3 clusters
  Score: Raw -1773928.975811 + Penalty 3211.220809 = -1770717.755001
  nChanged 2
		SP:Iteration 150Q (30314.360000 sec): 3 clusters
  Score: Raw -1773929.250910 + Penalty 3211.220809 = -1770718.030101
  nChanged 2
		SP:Iteration 151Q (30314.600000 sec): 3 clusters
  Score: Raw -1773929.705191 + Penalty 3211.220809 = -1770718.484382
  nChanged 2
		SP:Iteration 152Q (30314.820000 sec): 3 clusters
  Score: Raw -1773930.392421 + Penalty 3211.220809 = -1770719.171612
  nChanged 4
		SP:Iteration 153Q (30315.050000 sec): 3 clusters
  Score: Raw -1773931.352141 + Penalty 3211.220809 = -1770720.131332
  nChanged 3
		SP:Iteration 154Q (30315.270000 sec): 3 clusters
  Score: Raw -1773932.062105 + Penalty 3211.220809 = -1770720.841296
  nChanged 2
		SP:Iteration 155Q (30315.510000 sec): 3 clusters
  Score: Raw -1773932.267877 + Penalty 3211.220809 = -1770721.047068
  nChanged 1
		SP:Iteration 156Q (30315.730000 sec): 3 clusters
  Score: Raw -1773932.438927 + Penalty 3211.220809 = -1770721.218118
  nChanged 2
		SP:Iteration 157Q (30315.970000 sec): 3 clusters
  Score: Raw -1773932.837859 + Penalty 3211.220809 = -1770721.617050
  nChanged 2
		SP:Iteration 158Q (30316.190000 sec): 3 clusters
  Score: Raw -1773933.236680 + Penalty 3211.220809 = -1770722.015870
  nChanged 3
		SP:Iteration 159Q (30316.430000 sec): 3 clusters
  Score: Raw -1773933.988674 + Penalty 3211.220809 = -1770722.767864
  nChanged 4
		SP:Iteration 160F (30316.670000 sec): 3 clusters
  Score: Raw -1773935.265904 + Penalty 3211.220809 = -1770724.045095
  nChanged 3
		SP:Iteration 161Q (30316.900000 sec): 3 clusters
  Score: Raw -1773936.027395 + Penalty 3211.220809 = -1770724.806585
  nChanged 3
		SP:Iteration 162Q (30317.120000 sec): 3 clusters
  Score: Raw -1773936.438320 + Penalty 3211.220809 = -1770725.217511
  nChanged 3
		SP:Iteration 163Q (30317.360000 sec): 3 clusters
  Score: Raw -1773937.191235 + Penalty 3211.220809 = -1770725.970426
  nChanged 1
		SP:Iteration 164Q (30317.580000 sec): 3 clusters
  Score: Raw -1773937.266419 + Penalty 3211.220809 = -1770726.045610
  nChanged 1
		SP:Iteration 165Q (30317.810000 sec): 3 clusters
  Score: Raw -1773937.647614 + Penalty 3211.220809 = -1770726.426805
  nChanged 1
		SP:Iteration 166Q (30318.030000 sec): 3 clusters
  Score: Raw -1773937.782100 + Penalty 3211.220809 = -1770726.561291
  nChanged 2
		SP:Iteration 167Q (30318.270000 sec): 3 clusters
  Score: Raw -1773938.437189 + Penalty 3211.220809 = -1770727.216380
  nChanged 3
		SP:Iteration 168Q (30318.490000 sec): 3 clusters
  Score: Raw -1773939.010792 + Penalty 3211.220809 = -1770727.789983
  nChanged 5
		SP:Iteration 169Q (30318.730000 sec): 3 clusters
  Score: Raw -1773940.440948 + Penalty 3211.220809 = -1770729.220139
  nChanged 2
		SP:Iteration 170Q (30318.950000 sec): 3 clusters
  Score: Raw -1773940.694201 + Penalty 3211.220809 = -1770729.473392
  nChanged 2
		SP:Iteration 171Q (30319.190000 sec): 3 clusters
  Score: Raw -1773941.025693 + Penalty 3211.220809 = -1770729.804883
  nChanged 1
		SP:Iteration 172Q (30319.410000 sec): 3 clusters
  Score: Raw -1773941.335138 + Penalty 3211.220809 = -1770730.114329
  nChanged 2
		SP:Iteration 173Q (30319.640000 sec): 3 clusters
  Score: Raw -1773941.677100 + Penalty 3211.220809 = -1770730.456291
  nChanged 1
		SP:Iteration 174Q (30319.860000 sec): 3 clusters
  Score: Raw -1773941.745044 + Penalty 3211.220809 = -1770730.524234
  nChanged 0
		SP:Iteration 175F (30320.110000 sec): 3 clusters
  Score: Raw -1773941.745044 + Penalty 3211.220809 = -1770730.524234
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 6 (11725 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (30320.230000 sec): 2 clusters
  Score: Raw -978901.282428 + Penalty 1522.540271 = -977378.742157
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (30320.420000 sec): 3 clusters
  Score: Raw -972169.150910 + Penalty 3045.080543 = -969124.070368
  nChanged 5119
		SP:Iteration 1F (30320.600000 sec): 3 clusters
  Score: Raw -975056.260557 + Penalty 3045.080543 = -972011.180015
  nChanged 787
		SP:Iteration 2F (30320.760000 sec): 3 clusters
  Score: Raw -975462.344745 + Penalty 3045.080543 = -972417.264202
  nChanged 695
		SP:Iteration 3F (30320.940000 sec): 3 clusters
  Score: Raw -975856.582281 + Penalty 3045.080543 = -972811.501738
  nChanged 679
		SP:Iteration 4F (30321.110000 sec): 3 clusters
  Score: Raw -976274.962066 + Penalty 3045.080543 = -973229.881523
  nChanged 645
		SP:Iteration 5F (30321.310000 sec): 3 clusters
  Score: Raw -976673.458259 + Penalty 3045.080543 = -973628.377717
  nChanged 609
		SP:Iteration 6F (30321.480000 sec): 3 clusters
  Score: Raw -977016.355586 + Penalty 3045.080543 = -973971.275043
  nChanged 552
		SP:Iteration 7Q (30321.650000 sec): 3 clusters
  Score: Raw -977349.570397 + Penalty 3045.080543 = -974304.489854
  nChanged 539
		SP:Iteration 8Q (30321.840000 sec): 3 clusters
  Score: Raw -977675.745879 + Penalty 3045.080543 = -974630.665336
  nChanged 482
		SP:Iteration 9Q (30322.020000 sec): 3 clusters
  Score: Raw -977975.120990 + Penalty 3045.080543 = -974930.040447
  nChanged 426
		SP:Iteration 10Q (30322.220000 sec): 3 clusters
  Score: Raw -978207.904944 + Penalty 3045.080543 = -975162.824401
  nChanged 337
		SP:Iteration 11Q (30322.400000 sec): 3 clusters
  Score: Raw -978377.739005 + Penalty 3045.080543 = -975332.658462
  nChanged 275
		SP:Iteration 12Q (30322.580000 sec): 3 clusters
  Score: Raw -978492.570165 + Penalty 3045.080543 = -975447.489622
  nChanged 237
		SP:Iteration 13Q (30322.770000 sec): 3 clusters
  Score: Raw -978576.733902 + Penalty 3045.080543 = -975531.653360
  nChanged 171
		SP:Iteration 14Q (30322.950000 sec): 3 clusters
  Score: Raw -978628.673276 + Penalty 3045.080543 = -975583.592733
  nChanged 115
		SP:Iteration 15Q (30323.120000 sec): 3 clusters
  Score: Raw -978655.402147 + Penalty 3045.080543 = -975610.321604
  nChanged 92
		SP:Iteration 16Q (30323.300000 sec): 3 clusters
  Score: Raw -978674.018482 + Penalty 3045.080543 = -975628.937940
  nChanged 60
		SP:Iteration 17Q (30323.470000 sec): 3 clusters
  Score: Raw -978683.236713 + Penalty 3045.080543 = -975638.156170
  nChanged 49
		SP:Iteration 18Q (30323.670000 sec): 3 clusters
  Score: Raw -978690.109419 + Penalty 3045.080543 = -975645.028876
  nChanged 51
		SP:Iteration 19Q (30323.840000 sec): 3 clusters
  Score: Raw -978698.838371 + Penalty 3045.080543 = -975653.757828
  nChanged 40
		SP:Iteration 20F (30324.010000 sec): 3 clusters
  Score: Raw -978705.288900 + Penalty 3045.080543 = -975660.208357
  nChanged 44
		SP:Iteration 21Q (30324.200000 sec): 3 clusters
  Score: Raw -978712.908188 + Penalty 3045.080543 = -975667.827645
  nChanged 34
		SP:Iteration 22Q (30324.360000 sec): 3 clusters
  Score: Raw -978717.688981 + Penalty 3045.080543 = -975672.608438
  nChanged 25
		SP:Iteration 23Q (30324.560000 sec): 3 clusters
  Score: Raw -978723.211212 + Penalty 3045.080543 = -975678.130669
  nChanged 39
		SP:Iteration 24Q (30324.740000 sec): 3 clusters
  Score: Raw -978731.211239 + Penalty 3045.080543 = -975686.130697
  nChanged 40
		SP:Iteration 25Q (30324.900000 sec): 3 clusters
  Score: Raw -978739.448235 + Penalty 3045.080543 = -975694.367692
  nChanged 44
		SP:Iteration 26Q (30325.090000 sec): 3 clusters
  Score: Raw -978747.195270 + Penalty 3045.080543 = -975702.114727
  nChanged 40
		SP:Iteration 27Q (30325.260000 sec): 3 clusters
  Score: Raw -978754.098070 + Penalty 3045.080543 = -975709.017527
  nChanged 42
		SP:Iteration 28Q (30325.460000 sec): 3 clusters
  Score: Raw -978760.907295 + Penalty 3045.080543 = -975715.826753
  nChanged 37
		SP:Iteration 29Q (30325.630000 sec): 3 clusters
  Score: Raw -978767.579429 + Penalty 3045.080543 = -975722.498886
  nChanged 29
		SP:Iteration 30Q (30325.800000 sec): 3 clusters
  Score: Raw -978771.348807 + Penalty 3045.080543 = -975726.268264
  nChanged 21
		SP:Iteration 31Q (30325.980000 sec): 3 clusters
  Score: Raw -978773.742395 + Penalty 3045.080543 = -975728.661852
  nChanged 21
		SP:Iteration 32Q (30326.140000 sec): 3 clusters
  Score: Raw -978777.100439 + Penalty 3045.080543 = -975732.019896
  nChanged 23
		SP:Iteration 33Q (30326.340000 sec): 3 clusters
  Score: Raw -978780.848692 + Penalty 3045.080543 = -975735.768150
  nChanged 24
		SP:Iteration 34Q (30326.500000 sec): 3 clusters
  Score: Raw -978783.502605 + Penalty 3045.080543 = -975738.422063
  nChanged 22
		SP:Iteration 35Q (30326.670000 sec): 3 clusters
  Score: Raw -978786.044675 + Penalty 3045.080543 = -975740.964132
  nChanged 19
		SP:Iteration 36Q (30326.850000 sec): 3 clusters
  Score: Raw -978787.770486 + Penalty 3045.080543 = -975742.689944
  nChanged 13
		SP:Iteration 37Q (30327.020000 sec): 3 clusters
  Score: Raw -978788.899909 + Penalty 3045.080543 = -975743.819366
  nChanged 12
		SP:Iteration 38Q (30327.200000 sec): 3 clusters
  Score: Raw -978789.862320 + Penalty 3045.080543 = -975744.781777
  nChanged 9
		SP:Iteration 39Q (30327.360000 sec): 3 clusters
  Score: Raw -978790.895583 + Penalty 3045.080543 = -975745.815041
  nChanged 10
		SP:Iteration 40F (30327.540000 sec): 3 clusters
  Score: Raw -978791.876656 + Penalty 3045.080543 = -975746.796113
  nChanged 12
		SP:Iteration 41Q (30327.700000 sec): 3 clusters
  Score: Raw -978793.524316 + Penalty 3045.080543 = -975748.443773
  nChanged 20
		SP:Iteration 42Q (30327.890000 sec): 3 clusters
  Score: Raw -978796.773649 + Penalty 3045.080543 = -975751.693106
  nChanged 28
		SP:Iteration 43Q (30328.060000 sec): 3 clusters
  Score: Raw -978800.998795 + Penalty 3045.080543 = -975755.918252
  nChanged 27
		SP:Iteration 44Q (30328.230000 sec): 3 clusters
  Score: Raw -978804.806505 + Penalty 3045.080543 = -975759.725963
  nChanged 27
		SP:Iteration 45Q (30328.410000 sec): 3 clusters
  Score: Raw -978808.332554 + Penalty 3045.080543 = -975763.252011
  nChanged 23
		SP:Iteration 46Q (30328.570000 sec): 3 clusters
  Score: Raw -978811.508029 + Penalty 3045.080543 = -975766.427486
  nChanged 22
		SP:Iteration 47Q (30328.760000 sec): 3 clusters
  Score: Raw -978814.206138 + Penalty 3045.080543 = -975769.125596
  nChanged 17
		SP:Iteration 48Q (30328.920000 sec): 3 clusters
  Score: Raw -978816.885171 + Penalty 3045.080543 = -975771.804629
  nChanged 18
		SP:Iteration 49Q (30329.090000 sec): 3 clusters
  Score: Raw -978820.490620 + Penalty 3045.080543 = -975775.410077
  nChanged 25
		SP:Iteration 50Q (30329.260000 sec): 3 clusters
  Score: Raw -978825.440937 + Penalty 3045.080543 = -975780.360394
  nChanged 30
		SP:Iteration 51Q (30329.450000 sec): 3 clusters
  Score: Raw -978830.622946 + Penalty 3045.080543 = -975785.542403
  nChanged 30
		SP:Iteration 52Q (30329.630000 sec): 3 clusters
  Score: Raw -978835.294761 + Penalty 3045.080543 = -975790.214218
  nChanged 27
		SP:Iteration 53Q (30329.800000 sec): 3 clusters
  Score: Raw -978839.286861 + Penalty 3045.080543 = -975794.206319
  nChanged 22
		SP:Iteration 54Q (30329.970000 sec): 3 clusters
  Score: Raw -978843.376524 + Penalty 3045.080543 = -975798.295981
  nChanged 27
		SP:Iteration 55Q (30330.140000 sec): 3 clusters
  Score: Raw -978847.490518 + Penalty 3045.080543 = -975802.409975
  nChanged 21
		SP:Iteration 56Q (30330.320000 sec): 3 clusters
  Score: Raw -978850.732734 + Penalty 3045.080543 = -975805.652191
  nChanged 27
		SP:Iteration 57Q (30330.480000 sec): 3 clusters
  Score: Raw -978855.098045 + Penalty 3045.080543 = -975810.017502
  nChanged 21
		SP:Iteration 58Q (30330.660000 sec): 3 clusters
  Score: Raw -978857.720200 + Penalty 3045.080543 = -975812.639657
  nChanged 12
		SP:Iteration 59Q (30330.830000 sec): 3 clusters
  Score: Raw -978860.040548 + Penalty 3045.080543 = -975814.960005
  nChanged 13
		SP:Iteration 60F (30331.020000 sec): 3 clusters
  Score: Raw -978862.400924 + Penalty 3045.080543 = -975817.320381
  nChanged 15
		SP:Iteration 61Q (30331.190000 sec): 3 clusters
  Score: Raw -978865.139704 + Penalty 3045.080543 = -975820.059161
  nChanged 14
		SP:Iteration 62Q (30331.360000 sec): 3 clusters
  Score: Raw -978867.432051 + Penalty 3045.080543 = -975822.351508
  nChanged 18
		SP:Iteration 63Q (30331.540000 sec): 3 clusters
  Score: Raw -978870.557654 + Penalty 3045.080543 = -975825.477111
  nChanged 13
		SP:Iteration 64Q (30331.700000 sec): 3 clusters
  Score: Raw -978873.220676 + Penalty 3045.080543 = -975828.140133
  nChanged 17
		SP:Iteration 65Q (30331.880000 sec): 3 clusters
  Score: Raw -978875.911409 + Penalty 3045.080543 = -975830.830866
  nChanged 11
		SP:Iteration 66Q (30332.040000 sec): 3 clusters
  Score: Raw -978877.443108 + Penalty 3045.080543 = -975832.362565
  nChanged 12
		SP:Iteration 67Q (30332.220000 sec): 3 clusters
  Score: Raw -978879.244152 + Penalty 3045.080543 = -975834.163609
  nChanged 10
		SP:Iteration 68Q (30332.390000 sec): 3 clusters
  Score: Raw -978880.834650 + Penalty 3045.080543 = -975835.754107
  nChanged 9
		SP:Iteration 69Q (30332.580000 sec): 3 clusters
  Score: Raw -978882.971489 + Penalty 3045.080543 = -975837.890946
  nChanged 12
		SP:Iteration 70Q (30332.740000 sec): 3 clusters
  Score: Raw -978886.015809 + Penalty 3045.080543 = -975840.935266
  nChanged 15
		SP:Iteration 71Q (30332.940000 sec): 3 clusters
  Score: Raw -978888.219346 + Penalty 3045.080543 = -975843.138803
  nChanged 17
		SP:Iteration 72Q (30333.100000 sec): 3 clusters
  Score: Raw -978890.939842 + Penalty 3045.080543 = -975845.859299
  nChanged 13
		SP:Iteration 73Q (30333.260000 sec): 3 clusters
  Score: Raw -978892.910070 + Penalty 3045.080543 = -975847.829527
  nChanged 10
		SP:Iteration 74Q (30333.440000 sec): 3 clusters
  Score: Raw -978894.466154 + Penalty 3045.080543 = -975849.385612
  nChanged 9
		SP:Iteration 75Q (30333.610000 sec): 3 clusters
  Score: Raw -978896.102971 + Penalty 3045.080543 = -975851.022429
  nChanged 13
		SP:Iteration 76Q (30333.780000 sec): 3 clusters
  Score: Raw -978898.829729 + Penalty 3045.080543 = -975853.749186
  nChanged 13
		SP:Iteration 77Q (30333.940000 sec): 3 clusters
  Score: Raw -978900.512859 + Penalty 3045.080543 = -975855.432316
  nChanged 12
		SP:Iteration 78Q (30334.130000 sec): 3 clusters
  Score: Raw -978901.849103 + Penalty 3045.080543 = -975856.768561
  nChanged 7
		SP:Iteration 79Q (30334.300000 sec): 3 clusters
  Score: Raw -978902.777548 + Penalty 3045.080543 = -975857.697005
  nChanged 8
		SP:Iteration 80F (30334.480000 sec): 3 clusters
  Score: Raw -978904.327746 + Penalty 3045.080543 = -975859.247203
  nChanged 11
		SP:Iteration 81Q (30334.640000 sec): 3 clusters
  Score: Raw -978906.247842 + Penalty 3045.080543 = -975861.167299
  nChanged 8
		SP:Iteration 82Q (30334.810000 sec): 3 clusters
  Score: Raw -978907.001035 + Penalty 3045.080543 = -975861.920492
  nChanged 6
		SP:Iteration 83Q (30334.990000 sec): 3 clusters
  Score: Raw -978907.645827 + Penalty 3045.080543 = -975862.565284
  nChanged 9
		SP:Iteration 84Q (30335.150000 sec): 3 clusters
  Score: Raw -978908.453782 + Penalty 3045.080543 = -975863.373239
  nChanged 5
		SP:Iteration 85Q (30335.330000 sec): 3 clusters
  Score: Raw -978909.235103 + Penalty 3045.080543 = -975864.154560
  nChanged 7
		SP:Iteration 86Q (30335.490000 sec): 3 clusters
  Score: Raw -978909.956719 + Penalty 3045.080543 = -975864.876176
  nChanged 6
		SP:Iteration 87Q (30335.670000 sec): 3 clusters
  Score: Raw -978910.843627 + Penalty 3045.080543 = -975865.763084
  nChanged 5
		SP:Iteration 88Q (30335.830000 sec): 3 clusters
  Score: Raw -978911.513067 + Penalty 3045.080543 = -975866.432525
  nChanged 6
		SP:Iteration 89Q (30336.000000 sec): 3 clusters
  Score: Raw -978912.197266 + Penalty 3045.080543 = -975867.116724
  nChanged 9
		SP:Iteration 90Q (30336.160000 sec): 3 clusters
  Score: Raw -978913.693981 + Penalty 3045.080543 = -975868.613438
  nChanged 12
		SP:Iteration 91Q (30336.350000 sec): 3 clusters
  Score: Raw -978915.322082 + Penalty 3045.080543 = -975870.241539
  nChanged 10
		SP:Iteration 92Q (30336.520000 sec): 3 clusters
  Score: Raw -978917.051663 + Penalty 3045.080543 = -975871.971120
  nChanged 6
		SP:Iteration 93Q (30336.710000 sec): 3 clusters
  Score: Raw -978917.858313 + Penalty 3045.080543 = -975872.777770
  nChanged 5
		SP:Iteration 94Q (30336.880000 sec): 3 clusters
  Score: Raw -978918.274809 + Penalty 3045.080543 = -975873.194266
  nChanged 5
		SP:Iteration 95Q (30337.040000 sec): 3 clusters
  Score: Raw -978918.775391 + Penalty 3045.080543 = -975873.694848
  nChanged 4
		SP:Iteration 96Q (30337.220000 sec): 3 clusters
  Score: Raw -978919.098429 + Penalty 3045.080543 = -975874.017886
  nChanged 4
		SP:Iteration 97Q (30337.380000 sec): 3 clusters
  Score: Raw -978919.427308 + Penalty 3045.080543 = -975874.346765
  nChanged 3
		SP:Iteration 98Q (30337.550000 sec): 3 clusters
  Score: Raw -978920.143830 + Penalty 3045.080543 = -975875.063287
  nChanged 6
		SP:Iteration 99Q (30337.720000 sec): 3 clusters
  Score: Raw -978920.776917 + Penalty 3045.080543 = -975875.696374
  nChanged 8
		SP:Iteration 100F (30337.910000 sec): 3 clusters
  Score: Raw -978922.445144 + Penalty 3045.080543 = -975877.364601
  nChanged 14
		SP:Iteration 101Q (30338.070000 sec): 3 clusters
  Score: Raw -978925.230802 + Penalty 3045.080543 = -975880.150259
  nChanged 19
		SP:Iteration 102Q (30338.270000 sec): 3 clusters
  Score: Raw -978930.448552 + Penalty 3045.080543 = -975885.368009
  nChanged 34
		SP:Iteration 103Q (30338.430000 sec): 3 clusters
  Score: Raw -978939.144156 + Penalty 3045.080543 = -975894.063613
  nChanged 53
		SP:Iteration 104Q (30338.620000 sec): 3 clusters
  Score: Raw -978952.394210 + Penalty 3045.080543 = -975907.313667
  nChanged 51
		SP:Iteration 105Q (30338.790000 sec): 3 clusters
  Score: Raw -978966.308227 + Penalty 3045.080543 = -975921.227685
  nChanged 60
		SP:Iteration 106Q (30338.960000 sec): 3 clusters
  Score: Raw -978982.264963 + Penalty 3045.080543 = -975937.184421
  nChanged 60
		SP:Iteration 107Q (30339.130000 sec): 3 clusters
  Score: Raw -978997.966392 + Penalty 3045.080543 = -975952.885849
  nChanged 56
		SP:Iteration 108Q (30339.300000 sec): 3 clusters
  Score: Raw -979014.143305 + Penalty 3045.080543 = -975969.062762
  nChanged 62
		SP:Iteration 109Q (30339.460000 sec): 3 clusters
  Score: Raw -979031.769134 + Penalty 3045.080543 = -975986.688591
  nChanged 67
		SP:Iteration 110Q (30339.630000 sec): 3 clusters
  Score: Raw -979052.202606 + Penalty 3045.080543 = -976007.122063
  nChanged 59
		SP:Iteration 111Q (30339.800000 sec): 3 clusters
  Score: Raw -979067.830617 + Penalty 3045.080543 = -976022.750074
  nChanged 62
		SP:Iteration 112Q (30339.970000 sec): 3 clusters
  Score: Raw -979083.839281 + Penalty 3045.080543 = -976038.758738
  nChanged 60
		SP:Iteration 113Q (30340.150000 sec): 3 clusters
  Score: Raw -979101.297414 + Penalty 3045.080543 = -976056.216871
  nChanged 59
		SP:Iteration 114Q (30340.310000 sec): 3 clusters
  Score: Raw -979120.668675 + Penalty 3045.080543 = -976075.588132
  nChanged 76
		SP:Iteration 115Q (30340.470000 sec): 3 clusters
  Score: Raw -979145.118757 + Penalty 3045.080543 = -976100.038214
  nChanged 63
		SP:Iteration 116Q (30340.640000 sec): 3 clusters
  Score: Raw -979163.576273 + Penalty 3045.080543 = -976118.495730
  nChanged 53
		SP:Iteration 117Q (30340.810000 sec): 3 clusters
  Score: Raw -979180.223577 + Penalty 3045.080543 = -976135.143034
  nChanged 59
		SP:Iteration 118Q (30340.970000 sec): 3 clusters
  Score: Raw -979200.264847 + Penalty 3045.080543 = -976155.184304
  nChanged 50
		SP:Iteration 119Q (30341.160000 sec): 3 clusters
  Score: Raw -979214.054191 + Penalty 3045.080543 = -976168.973649
  nChanged 39
		SP:Iteration 120F (30341.330000 sec): 3 clusters
  Score: Raw -979224.566059 + Penalty 3045.080543 = -976179.485516
  nChanged 29
		SP:Iteration 121Q (30341.490000 sec): 3 clusters
  Score: Raw -979230.040333 + Penalty 3045.080543 = -976184.959790
  nChanged 29
		SP:Iteration 122Q (30341.660000 sec): 3 clusters
  Score: Raw -979238.010783 + Penalty 3045.080543 = -976192.930240
  nChanged 27
		SP:Iteration 123Q (30341.820000 sec): 3 clusters
  Score: Raw -979244.674773 + Penalty 3045.080543 = -976199.594231
  nChanged 30
		SP:Iteration 124Q (30341.990000 sec): 3 clusters
  Score: Raw -979252.326326 + Penalty 3045.080543 = -976207.245783
  nChanged 31
		SP:Iteration 125Q (30342.150000 sec): 3 clusters
  Score: Raw -979262.747576 + Penalty 3045.080543 = -976217.667033
  nChanged 32
		SP:Iteration 126Q (30342.320000 sec): 3 clusters
  Score: Raw -979272.617354 + Penalty 3045.080543 = -976227.536811
  nChanged 38
		SP:Iteration 127Q (30342.480000 sec): 3 clusters
  Score: Raw -979286.852094 + Penalty 3045.080543 = -976241.771552
  nChanged 34
		SP:Iteration 128Q (30342.650000 sec): 3 clusters
  Score: Raw -979298.268510 + Penalty 3045.080543 = -976253.187967
  nChanged 34
		SP:Iteration 129Q (30342.820000 sec): 3 clusters
  Score: Raw -979309.935048 + Penalty 3045.080543 = -976264.854505
  nChanged 31
		SP:Iteration 130Q (30342.980000 sec): 3 clusters
  Score: Raw -979319.529084 + Penalty 3045.080543 = -976274.448541
  nChanged 24
		SP:Iteration 131Q (30343.140000 sec): 3 clusters
  Score: Raw -979326.785050 + Penalty 3045.080543 = -976281.704507
  nChanged 28
		SP:Iteration 132Q (30343.300000 sec): 3 clusters
  Score: Raw -979334.918306 + Penalty 3045.080543 = -976289.837763
  nChanged 28
		SP:Iteration 133Q (30343.490000 sec): 3 clusters
  Score: Raw -979342.322951 + Penalty 3045.080543 = -976297.242408
  nChanged 23
		SP:Iteration 134Q (30343.650000 sec): 3 clusters
  Score: Raw -979347.831767 + Penalty 3045.080543 = -976302.751224
  nChanged 23
		SP:Iteration 135Q (30343.810000 sec): 3 clusters
  Score: Raw -979355.071165 + Penalty 3045.080543 = -976309.990622
  nChanged 23
		SP:Iteration 136Q (30343.980000 sec): 3 clusters
  Score: Raw -979363.281769 + Penalty 3045.080543 = -976318.201227
  nChanged 25
		SP:Iteration 137Q (30344.170000 sec): 3 clusters
  Score: Raw -979372.187887 + Penalty 3045.080543 = -976327.107344
  nChanged 21
		SP:Iteration 138Q (30344.330000 sec): 3 clusters
  Score: Raw -979376.739271 + Penalty 3045.080543 = -976331.658728
  nChanged 19
		SP:Iteration 139Q (30344.490000 sec): 3 clusters
  Score: Raw -979381.609112 + Penalty 3045.080543 = -976336.528570
  nChanged 22
		SP:Iteration 140F (30344.660000 sec): 3 clusters
  Score: Raw -979388.687718 + Penalty 3045.080543 = -976343.607176
  nChanged 19
		SP:Iteration 141Q (30344.820000 sec): 3 clusters
  Score: Raw -979395.194981 + Penalty 3045.080543 = -976350.114438
  nChanged 19
		SP:Iteration 142Q (30344.990000 sec): 3 clusters
  Score: Raw -979402.300481 + Penalty 3045.080543 = -976357.219939
  nChanged 14
		SP:Iteration 143Q (30345.150000 sec): 3 clusters
  Score: Raw -979405.929712 + Penalty 3045.080543 = -976360.849169
  nChanged 17
		SP:Iteration 144Q (30345.310000 sec): 3 clusters
  Score: Raw -979411.552179 + Penalty 3045.080543 = -976366.471637
  nChanged 13
		SP:Iteration 145Q (30345.500000 sec): 3 clusters
  Score: Raw -979418.156539 + Penalty 3045.080543 = -976373.075996
  nChanged 21
		SP:Iteration 146Q (30345.660000 sec): 3 clusters
  Score: Raw -979425.077019 + Penalty 3045.080543 = -976379.996477
  nChanged 13
		SP:Iteration 147Q (30345.820000 sec): 3 clusters
  Score: Raw -979429.296346 + Penalty 3045.080543 = -976384.215803
  nChanged 17
		SP:Iteration 148Q (30345.990000 sec): 3 clusters
  Score: Raw -979434.004871 + Penalty 3045.080543 = -976388.924329
  nChanged 20
		SP:Iteration 149Q (30346.170000 sec): 3 clusters
  Score: Raw -979440.205471 + Penalty 3045.080543 = -976395.124929
  nChanged 19
		SP:Iteration 150Q (30346.330000 sec): 3 clusters
  Score: Raw -979447.056852 + Penalty 3045.080543 = -976401.976309
  nChanged 16
		SP:Iteration 151Q (30346.520000 sec): 3 clusters
  Score: Raw -979452.553031 + Penalty 3045.080543 = -976407.472488
  nChanged 15
		SP:Iteration 152Q (30346.680000 sec): 3 clusters
  Score: Raw -979456.254071 + Penalty 3045.080543 = -976411.173529
  nChanged 16
		SP:Iteration 153Q (30346.840000 sec): 3 clusters
  Score: Raw -979461.476761 + Penalty 3045.080543 = -976416.396218
  nChanged 11
		SP:Iteration 154Q (30347.000000 sec): 3 clusters
  Score: Raw -979465.044974 + Penalty 3045.080543 = -976419.964431
  nChanged 13
		SP:Iteration 155Q (30347.160000 sec): 3 clusters
  Score: Raw -979469.920709 + Penalty 3045.080543 = -976424.840167
  nChanged 15
		SP:Iteration 156Q (30347.320000 sec): 3 clusters
  Score: Raw -979475.302038 + Penalty 3045.080543 = -976430.221495
  nChanged 10
		SP:Iteration 157Q (30347.510000 sec): 3 clusters
  Score: Raw -979479.735916 + Penalty 3045.080543 = -976434.655373
  nChanged 14
		SP:Iteration 158Q (30347.670000 sec): 3 clusters
  Score: Raw -979484.804835 + Penalty 3045.080543 = -976439.724292
  nChanged 10
		SP:Iteration 159Q (30347.860000 sec): 3 clusters
  Score: Raw -979487.973888 + Penalty 3045.080543 = -976442.893345
  nChanged 5
		SP:Iteration 160F (30348.020000 sec): 3 clusters
  Score: Raw -979489.434037 + Penalty 3045.080543 = -976444.353494
  nChanged 2
		SP:Iteration 161Q (30348.180000 sec): 3 clusters
  Score: Raw -979489.801811 + Penalty 3045.080543 = -976444.721268
  nChanged 0
		SP:Iteration 162F (30348.360000 sec): 3 clusters
  Score: Raw -979489.801811 + Penalty 3045.080543 = -976444.721268
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 7 (1479 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (30348.440000 sec): 2 clusters
  Score: Raw -112524.119614 + Penalty 1186.107238 = -111338.012376
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (30348.460000 sec): 3 clusters
  Score: Raw -112021.826647 + Penalty 2372.214475 = -109649.612171
  nChanged 516
		SP:Iteration 1F (30348.500000 sec): 3 clusters
  Score: Raw -112498.612577 + Penalty 2372.214475 = -110126.398102
  nChanged 139
		SP:Iteration 2F (30348.520000 sec): 3 clusters
  Score: Raw -112665.300588 + Penalty 2372.214475 = -110293.086112
  nChanged 77
		SP:Iteration 3F (30348.550000 sec): 3 clusters
  Score: Raw -112734.152986 + Penalty 2372.214475 = -110361.938511
  nChanged 40
		SP:Iteration 4Q (30348.580000 sec): 3 clusters
  Score: Raw -112772.088457 + Penalty 2372.214475 = -110399.873982
  nChanged 28
		SP:Iteration 5Q (30348.620000 sec): 3 clusters
  Score: Raw -112802.534680 + Penalty 2372.214475 = -110430.320204
  nChanged 21
		SP:Iteration 6Q (30348.650000 sec): 3 clusters
  Score: Raw -112816.331259 + Penalty 2372.214475 = -110444.116784
  nChanged 15
		SP:Iteration 7Q (30348.680000 sec): 3 clusters
  Score: Raw -112832.769738 + Penalty 2372.214475 = -110460.555263
  nChanged 24
		SP:Iteration 8Q (30348.710000 sec): 3 clusters
  Score: Raw -112855.967086 + Penalty 2372.214475 = -110483.752610
  nChanged 21
		SP:Iteration 9Q (30348.740000 sec): 3 clusters
  Score: Raw -112874.010722 + Penalty 2372.214475 = -110501.796247
  nChanged 12
		SP:Iteration 10Q (30348.760000 sec): 3 clusters
  Score: Raw -112882.675378 + Penalty 2372.214475 = -110510.460903
  nChanged 10
		SP:Iteration 11Q (30348.800000 sec): 3 clusters
  Score: Raw -112890.987025 + Penalty 2372.214475 = -110518.772549
  nChanged 7
		SP:Iteration 12Q (30348.820000 sec): 3 clusters
  Score: Raw -112894.385627 + Penalty 2372.214475 = -110522.171152
  nChanged 6
		SP:Iteration 13Q (30348.860000 sec): 3 clusters
  Score: Raw -112899.815253 + Penalty 2372.214475 = -110527.600777
  nChanged 4
		SP:Iteration 14Q (30348.880000 sec): 3 clusters
  Score: Raw -112903.025350 + Penalty 2372.214475 = -110530.810875
  nChanged 7
		SP:Iteration 15Q (30348.910000 sec): 3 clusters
  Score: Raw -112908.364739 + Penalty 2372.214475 = -110536.150264
  nChanged 11
		SP:Iteration 16Q (30348.940000 sec): 3 clusters
  Score: Raw -112917.396294 + Penalty 2372.214475 = -110545.181819
  nChanged 14
		SP:Iteration 17Q (30348.980000 sec): 3 clusters
  Score: Raw -112933.518356 + Penalty 2372.214475 = -110561.303881
  nChanged 25
		SP:Iteration 18Q (30349.000000 sec): 3 clusters
  Score: Raw -112967.181657 + Penalty 2372.214475 = -110594.967182
  nChanged 23
		SP:Iteration 19Q (30349.040000 sec): 3 clusters
  Score: Raw -113010.928501 + Penalty 2372.214475 = -110638.714026
  nChanged 26
		SP:Iteration 20F (30349.060000 sec): 3 clusters
  Score: Raw -113067.219057 + Penalty 2372.214475 = -110695.004581
  nChanged 23
		SP:Iteration 21Q (30349.090000 sec): 3 clusters
  Score: Raw -113103.108825 + Penalty 2372.214475 = -110730.894350
  nChanged 20
		SP:Iteration 22Q (30349.120000 sec): 3 clusters
  Score: Raw -113130.589435 + Penalty 2372.214475 = -110758.374960
  nChanged 12
		SP:Iteration 23Q (30349.150000 sec): 3 clusters
  Score: Raw -113144.359111 + Penalty 2372.214475 = -110772.144636
  nChanged 17
		SP:Iteration 24Q (30349.180000 sec): 3 clusters
  Score: Raw -113170.561669 + Penalty 2372.214475 = -110798.347193
  nChanged 22
		SP:Iteration 25Q (30349.210000 sec): 3 clusters
  Score: Raw -113195.050625 + Penalty 2372.214475 = -110822.836150
  nChanged 16
		SP:Iteration 26Q (30349.240000 sec): 3 clusters
  Score: Raw -113218.240582 + Penalty 2372.214475 = -110846.026107
  nChanged 16
		SP:Iteration 27Q (30349.270000 sec): 3 clusters
  Score: Raw -113230.499254 + Penalty 2372.214475 = -110858.284778
  nChanged 15
		SP:Iteration 28Q (30349.300000 sec): 3 clusters
  Score: Raw -113243.749437 + Penalty 2372.214475 = -110871.534962
  nChanged 15
		SP:Iteration 29Q (30349.330000 sec): 3 clusters
  Score: Raw -113260.529950 + Penalty 2372.214475 = -110888.315475
  nChanged 11
		SP:Iteration 30Q (30349.360000 sec): 3 clusters
  Score: Raw -113268.790627 + Penalty 2372.214475 = -110896.576151
  nChanged 5
		SP:Iteration 31Q (30349.380000 sec): 3 clusters
  Score: Raw -113272.532414 + Penalty 2372.214475 = -110900.317939
  nChanged 7
		SP:Iteration 32Q (30349.410000 sec): 3 clusters
  Score: Raw -113280.739114 + Penalty 2372.214475 = -110908.524639
  nChanged 4
		SP:Iteration 33Q (30349.440000 sec): 3 clusters
  Score: Raw -113283.193784 + Penalty 2372.214475 = -110910.979309
  nChanged 3
		SP:Iteration 34Q (30349.470000 sec): 3 clusters
  Score: Raw -113284.399331 + Penalty 2372.214475 = -110912.184856
  nChanged 1
		SP:Iteration 35Q (30349.500000 sec): 3 clusters
  Score: Raw -113285.489920 + Penalty 2372.214475 = -110913.275445
  nChanged 2
		SP:Iteration 36Q (30349.530000 sec): 3 clusters
  Score: Raw -113287.715190 + Penalty 2372.214475 = -110915.500714
  nChanged 3
		SP:Iteration 37Q (30349.560000 sec): 3 clusters
  Score: Raw -113290.135096 + Penalty 2372.214475 = -110917.920620
  nChanged 3
		SP:Iteration 38Q (30349.590000 sec): 3 clusters
  Score: Raw -113294.041226 + Penalty 2372.214475 = -110921.826750
  nChanged 3
		SP:Iteration 39Q (30349.620000 sec): 3 clusters
  Score: Raw -113296.224383 + Penalty 2372.214475 = -110924.009908
  nChanged 5
		SP:Iteration 40F (30349.640000 sec): 3 clusters
  Score: Raw -113302.010106 + Penalty 2372.214475 = -110929.795631
  nChanged 5
		SP:Iteration 41Q (30349.680000 sec): 3 clusters
  Score: Raw -113310.685562 + Penalty 2372.214475 = -110938.471086
  nChanged 4
		SP:Iteration 42Q (30349.700000 sec): 3 clusters
  Score: Raw -113312.518558 + Penalty 2372.214475 = -110940.304083
  nChanged 3
		SP:Iteration 43Q (30349.730000 sec): 3 clusters
  Score: Raw -113314.295257 + Penalty 2372.214475 = -110942.080781
  nChanged 2
		SP:Iteration 44Q (30349.760000 sec): 3 clusters
  Score: Raw -113315.059501 + Penalty 2372.214475 = -110942.845026
  nChanged 2
		SP:Iteration 45Q (30349.790000 sec): 3 clusters
  Score: Raw -113315.955765 + Penalty 2372.214475 = -110943.741289
  nChanged 2
		SP:Iteration 46Q (30349.820000 sec): 3 clusters
  Score: Raw -113317.786366 + Penalty 2372.214475 = -110945.571891
  nChanged 2
		SP:Iteration 47Q (30349.850000 sec): 3 clusters
  Score: Raw -113319.203307 + Penalty 2372.214475 = -110946.988832
  nChanged 1
		SP:Iteration 48Q (30349.880000 sec): 3 clusters
  Score: Raw -113319.651822 + Penalty 2372.214475 = -110947.437347
  nChanged 0
		SP:Iteration 49F (30349.910000 sec): 3 clusters
  Score: Raw -113319.651822 + Penalty 2372.214475 = -110947.437347
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 8 (2087 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (30349.970000 sec): 2 clusters
  Score: Raw -177380.576423 + Penalty 1242.065972 = -176138.510450
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (30350.020000 sec): 3 clusters
  Score: Raw -176493.234891 + Penalty 2484.131945 = -174009.102946
  nChanged 740
		SP:Iteration 1F (30350.060000 sec): 3 clusters
  Score: Raw -176976.585306 + Penalty 2484.131945 = -174492.453361
  nChanged 182
		SP:Iteration 2F (30350.100000 sec): 3 clusters
  Score: Raw -177121.313240 + Penalty 2484.131945 = -174637.181295
  nChanged 124
		SP:Iteration 3F (30350.140000 sec): 3 clusters
  Score: Raw -177231.844626 + Penalty 2484.131945 = -174747.712682
  nChanged 92
		SP:Iteration 4Q (30350.180000 sec): 3 clusters
  Score: Raw -177310.002015 + Penalty 2484.131945 = -174825.870070
  nChanged 74
		SP:Iteration 5Q (30350.220000 sec): 3 clusters
  Score: Raw -177374.188506 + Penalty 2484.131945 = -174890.056561
  nChanged 59
		SP:Iteration 6Q (30350.260000 sec): 3 clusters
  Score: Raw -177420.294005 + Penalty 2484.131945 = -174936.162060
  nChanged 54
		SP:Iteration 7Q (30350.300000 sec): 3 clusters
  Score: Raw -177463.541583 + Penalty 2484.131945 = -174979.409638
  nChanged 57
		SP:Iteration 8Q (30350.340000 sec): 3 clusters
  Score: Raw -177506.930955 + Penalty 2484.131945 = -175022.799010
  nChanged 39
		SP:Iteration 9Q (30350.380000 sec): 3 clusters
  Score: Raw -177541.041970 + Penalty 2484.131945 = -175056.910026
  nChanged 33
		SP:Iteration 10Q (30350.420000 sec): 3 clusters
  Score: Raw -177556.555687 + Penalty 2484.131945 = -175072.423742
  nChanged 16
		SP:Iteration 11Q (30350.460000 sec): 3 clusters
  Score: Raw -177566.111058 + Penalty 2484.131945 = -175081.979113
  nChanged 17
		SP:Iteration 12Q (30350.500000 sec): 3 clusters
  Score: Raw -177574.603251 + Penalty 2484.131945 = -175090.471306
  nChanged 19
		SP:Iteration 13Q (30350.550000 sec): 3 clusters
  Score: Raw -177587.214068 + Penalty 2484.131945 = -175103.082123
  nChanged 13
		SP:Iteration 14Q (30350.590000 sec): 3 clusters
  Score: Raw -177594.054859 + Penalty 2484.131945 = -175109.922914
  nChanged 16
		SP:Iteration 15Q (30350.630000 sec): 3 clusters
  Score: Raw -177604.292002 + Penalty 2484.131945 = -175120.160058
  nChanged 18
		SP:Iteration 16Q (30350.670000 sec): 3 clusters
  Score: Raw -177615.747401 + Penalty 2484.131945 = -175131.615456
  nChanged 8
		SP:Iteration 17Q (30350.710000 sec): 3 clusters
  Score: Raw -177621.211079 + Penalty 2484.131945 = -175137.079135
  nChanged 5
		SP:Iteration 18Q (30350.750000 sec): 3 clusters
  Score: Raw -177623.498531 + Penalty 2484.131945 = -175139.366587
  nChanged 4
		SP:Iteration 19Q (30350.790000 sec): 3 clusters
  Score: Raw -177626.608398 + Penalty 2484.131945 = -175142.476453
  nChanged 3
		SP:Iteration 20F (30350.830000 sec): 3 clusters
  Score: Raw -177628.753522 + Penalty 2484.131945 = -175144.621578
  nChanged 5
		SP:Iteration 21Q (30350.870000 sec): 3 clusters
  Score: Raw -177632.414278 + Penalty 2484.131945 = -175148.282333
  nChanged 6
		SP:Iteration 22Q (30350.910000 sec): 3 clusters
  Score: Raw -177638.106769 + Penalty 2484.131945 = -175153.974825
  nChanged 9
		SP:Iteration 23Q (30350.950000 sec): 3 clusters
  Score: Raw -177644.890986 + Penalty 2484.131945 = -175160.759042
  nChanged 7
		SP:Iteration 24Q (30351.000000 sec): 3 clusters
  Score: Raw -177649.020455 + Penalty 2484.131945 = -175164.888510
  nChanged 1
		SP:Iteration 25Q (30351.040000 sec): 3 clusters
  Score: Raw -177649.512099 + Penalty 2484.131945 = -175165.380154
  nChanged 2
		SP:Iteration 26Q (30351.080000 sec): 3 clusters
  Score: Raw -177650.826497 + Penalty 2484.131945 = -175166.694552
  nChanged 4
		SP:Iteration 27Q (30351.120000 sec): 3 clusters
  Score: Raw -177654.295450 + Penalty 2484.131945 = -175170.163505
  nChanged 4
		SP:Iteration 28Q (30351.160000 sec): 3 clusters
  Score: Raw -177657.699116 + Penalty 2484.131945 = -175173.567171
  nChanged 3
		SP:Iteration 29Q (30351.200000 sec): 3 clusters
  Score: Raw -177660.342160 + Penalty 2484.131945 = -175176.210215
  nChanged 6
		SP:Iteration 30Q (30351.240000 sec): 3 clusters
  Score: Raw -177665.584953 + Penalty 2484.131945 = -175181.453008
  nChanged 3
		SP:Iteration 31Q (30351.280000 sec): 3 clusters
  Score: Raw -177666.910293 + Penalty 2484.131945 = -175182.778348
  nChanged 2
		SP:Iteration 32Q (30351.320000 sec): 3 clusters
  Score: Raw -177668.801781 + Penalty 2484.131945 = -175184.669836
  nChanged 4
		SP:Iteration 33Q (30351.360000 sec): 3 clusters
  Score: Raw -177671.763938 + Penalty 2484.131945 = -175187.631993
  nChanged 3
		SP:Iteration 34Q (30351.400000 sec): 3 clusters
  Score: Raw -177673.910273 + Penalty 2484.131945 = -175189.778329
  nChanged 4
		SP:Iteration 35Q (30351.440000 sec): 3 clusters
  Score: Raw -177676.083164 + Penalty 2484.131945 = -175191.951220
  nChanged 1
		SP:Iteration 36Q (30351.480000 sec): 3 clusters
  Score: Raw -177676.294516 + Penalty 2484.131945 = -175192.162571
  nChanged 0
		SP:Iteration 37F (30351.520000 sec): 3 clusters
  Score: Raw -177676.294516 + Penalty 2484.131945 = -175192.162571
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 9 (24527 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (30351.740000 sec): 2 clusters
  Score: Raw -2212968.751860 + Penalty 1642.473597 = -2211326.278263
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (30352.050000 sec): 3 clusters
  Score: Raw -2197849.983796 + Penalty 3284.947195 = -2194565.036601
  nChanged 11256
		SP:Iteration 1F (30352.340000 sec): 3 clusters
  Score: Raw -2204042.978669 + Penalty 3284.947195 = -2200758.031475
  nChanged 1098
		SP:Iteration 2Q (30352.680000 sec): 3 clusters
  Score: Raw -2204401.776328 + Penalty 3284.947195 = -2201116.829133
  nChanged 1069
		SP:Iteration 3Q (30352.990000 sec): 3 clusters
  Score: Raw -2204783.636979 + Penalty 3284.947195 = -2201498.689784
  nChanged 1085
		SP:Iteration 4Q (30353.340000 sec): 3 clusters
  Score: Raw -2205204.818669 + Penalty 3284.947195 = -2201919.871474
  nChanged 1070
		SP:Iteration 5Q (30353.630000 sec): 3 clusters
  Score: Raw -2205620.933660 + Penalty 3284.947195 = -2202335.986465
  nChanged 1074
		SP:Iteration 6Q (30353.980000 sec): 3 clusters
  Score: Raw -2206098.830284 + Penalty 3284.947195 = -2202813.883089
  nChanged 1085
		SP:Iteration 7Q (30354.270000 sec): 3 clusters
  Score: Raw -2206612.804981 + Penalty 3284.947195 = -2203327.857786
  nChanged 1150
		SP:Iteration 8Q (30354.620000 sec): 3 clusters
  Score: Raw -2207189.661295 + Penalty 3284.947195 = -2203904.714100
  nChanged 1136
		SP:Iteration 9Q (30354.900000 sec): 3 clusters
  Score: Raw -2207832.863751 + Penalty 3284.947195 = -2204547.916556
  nChanged 1109
		SP:Iteration 10Q (30355.190000 sec): 3 clusters
  Score: Raw -2208416.679836 + Penalty 3284.947195 = -2205131.732641
  nChanged 951
		SP:Iteration 11Q (30355.530000 sec): 3 clusters
  Score: Raw -2208869.401579 + Penalty 3284.947195 = -2205584.454384
  nChanged 762
		SP:Iteration 12Q (30355.820000 sec): 3 clusters
  Score: Raw -2209142.942491 + Penalty 3284.947195 = -2205857.995296
  nChanged 539
		SP:Iteration 13Q (30356.160000 sec): 3 clusters
  Score: Raw -2209290.423136 + Penalty 3284.947195 = -2206005.475941
  nChanged 384
		SP:Iteration 14Q (30356.440000 sec): 3 clusters
  Score: Raw -2209373.020375 + Penalty 3284.947195 = -2206088.073180
  nChanged 289
		SP:Iteration 15Q (30356.780000 sec): 3 clusters
  Score: Raw -2209431.366962 + Penalty 3284.947195 = -2206146.419767
  nChanged 271
		SP:Iteration 16Q (30357.090000 sec): 3 clusters
  Score: Raw -2209487.345871 + Penalty 3284.947195 = -2206202.398676
  nChanged 282
		SP:Iteration 17Q (30357.420000 sec): 3 clusters
  Score: Raw -2209544.060084 + Penalty 3284.947195 = -2206259.112889
  nChanged 276
		SP:Iteration 18Q (30357.730000 sec): 3 clusters
  Score: Raw -2209599.378028 + Penalty 3284.947195 = -2206314.430833
  nChanged 266
		SP:Iteration 19Q (30358.020000 sec): 3 clusters
  Score: Raw -2209657.147501 + Penalty 3284.947195 = -2206372.200307
  nChanged 280
		SP:Iteration 20F (30358.350000 sec): 3 clusters
  Score: Raw -2209726.284389 + Penalty 3284.947195 = -2206441.337194
  nChanged 315
		SP:Iteration 21Q (30358.640000 sec): 3 clusters
  Score: Raw -2209806.238375 + Penalty 3284.947195 = -2206521.291180
  nChanged 339
		SP:Iteration 22Q (30358.970000 sec): 3 clusters
  Score: Raw -2209904.345483 + Penalty 3284.947195 = -2206619.398288
  nChanged 367
		SP:Iteration 23Q (30359.270000 sec): 3 clusters
  Score: Raw -2210025.569554 + Penalty 3284.947195 = -2206740.622359
  nChanged 447
		SP:Iteration 24Q (30359.600000 sec): 3 clusters
  Score: Raw -2210184.863590 + Penalty 3284.947195 = -2206899.916395
  nChanged 442
		SP:Iteration 25Q (30359.910000 sec): 3 clusters
  Score: Raw -2210357.906660 + Penalty 3284.947195 = -2207072.959465
  nChanged 507
		SP:Iteration 26Q (30360.190000 sec): 3 clusters
  Score: Raw -2210580.201691 + Penalty 3284.947195 = -2207295.254496
  nChanged 516
		SP:Iteration 27Q (30360.520000 sec): 3 clusters
  Score: Raw -2210808.052309 + Penalty 3284.947195 = -2207523.105114
  nChanged 504
		SP:Iteration 28Q (30360.800000 sec): 3 clusters
  Score: Raw -2211028.643229 + Penalty 3284.947195 = -2207743.696034
  nChanged 513
		SP:Iteration 29Q (30361.130000 sec): 3 clusters
  Score: Raw -2211276.471855 + Penalty 3284.947195 = -2207991.524660
  nChanged 516
		SP:Iteration 30Q (30361.440000 sec): 3 clusters
  Score: Raw -2211548.660208 + Penalty 3284.947195 = -2208263.713013
  nChanged 515
		SP:Iteration 31Q (30361.720000 sec): 3 clusters
  Score: Raw -2211837.797742 + Penalty 3284.947195 = -2208552.850547
  nChanged 485
		SP:Iteration 32Q (30362.050000 sec): 3 clusters
  Score: Raw -2212108.771459 + Penalty 3284.947195 = -2208823.824264
  nChanged 433
		SP:Iteration 33Q (30362.330000 sec): 3 clusters
  Score: Raw -2212365.228299 + Penalty 3284.947195 = -2209080.281104
  nChanged 367
		SP:Iteration 34Q (30362.620000 sec): 3 clusters
  Score: Raw -2212601.139715 + Penalty 3284.947195 = -2209316.192520
  nChanged 294
		SP:Iteration 35Q (30362.950000 sec): 3 clusters
  Score: Raw -2212785.480023 + Penalty 3284.947195 = -2209500.532828
  nChanged 238
		SP:Iteration 36Q (30363.240000 sec): 3 clusters
  Score: Raw -2212949.710368 + Penalty 3284.947195 = -2209664.763173
  nChanged 192
		SP:Iteration 37Q (30363.590000 sec): 3 clusters
  Score: Raw -2213077.634535 + Penalty 3284.947195 = -2209792.687340
  nChanged 125
		SP:Iteration 38Q (30363.890000 sec): 3 clusters
  Score: Raw -2213171.365733 + Penalty 3284.947195 = -2209886.418538
  nChanged 113
		SP:Iteration 39Q (30364.230000 sec): 3 clusters
  Score: Raw -2213269.945150 + Penalty 3284.947195 = -2209984.997955
  nChanged 90
		SP:Iteration 40F (30364.530000 sec): 3 clusters
  Score: Raw -2213349.227757 + Penalty 3284.947195 = -2210064.280562
  nChanged 74
		SP:Iteration 41Q (30364.830000 sec): 3 clusters
  Score: Raw -2213400.623935 + Penalty 3284.947195 = -2210115.676740
  nChanged 46
		SP:Iteration 42Q (30365.170000 sec): 3 clusters
  Score: Raw -2213423.705590 + Penalty 3284.947195 = -2210138.758395
  nChanged 30
		SP:Iteration 43Q (30365.460000 sec): 3 clusters
  Score: Raw -2213436.934309 + Penalty 3284.947195 = -2210151.987114
  nChanged 24
		SP:Iteration 44Q (30365.800000 sec): 3 clusters
  Score: Raw -2213447.046361 + Penalty 3284.947195 = -2210162.099166
  nChanged 16
		SP:Iteration 45Q (30366.100000 sec): 3 clusters
  Score: Raw -2213454.840348 + Penalty 3284.947195 = -2210169.893153
  nChanged 14
		SP:Iteration 46Q (30366.440000 sec): 3 clusters
  Score: Raw -2213460.599788 + Penalty 3284.947195 = -2210175.652593
  nChanged 13
		SP:Iteration 47Q (30366.750000 sec): 3 clusters
  Score: Raw -2213467.894748 + Penalty 3284.947195 = -2210182.947553
  nChanged 15
		SP:Iteration 48Q (30367.090000 sec): 3 clusters
  Score: Raw -2213475.729324 + Penalty 3284.947195 = -2210190.782129
  nChanged 14
		SP:Iteration 49Q (30367.400000 sec): 3 clusters
  Score: Raw -2213482.715447 + Penalty 3284.947195 = -2210197.768252
  nChanged 13
		SP:Iteration 50Q (30367.740000 sec): 3 clusters
  Score: Raw -2213487.859289 + Penalty 3284.947195 = -2210202.912094
  nChanged 7
		SP:Iteration 51Q (30368.040000 sec): 3 clusters
  Score: Raw -2213490.053490 + Penalty 3284.947195 = -2210205.106295
  nChanged 4
		SP:Iteration 52Q (30368.380000 sec): 3 clusters
  Score: Raw -2213491.201673 + Penalty 3284.947195 = -2210206.254478
  nChanged 3
		SP:Iteration 53Q (30368.660000 sec): 3 clusters
  Score: Raw -2213492.604280 + Penalty 3284.947195 = -2210207.657085
  nChanged 1
		SP:Iteration 54Q (30368.950000 sec): 3 clusters
  Score: Raw -2213492.696766 + Penalty 3284.947195 = -2210207.749571
  nChanged 0
		SP:Iteration 55F (30369.280000 sec): 3 clusters
  Score: Raw -2213492.696766 + Penalty 3284.947195 = -2210207.749571
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 10 (2385 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (30369.340000 sec): 2 clusters
  Score: Raw -197029.347809 + Penalty 1263.755091 = -195765.592718
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (30369.390000 sec): 3 clusters
  Score: Raw -195967.664472 + Penalty 2527.510181 = -193440.154291
  nChanged 891
		SP:Iteration 1F (30369.440000 sec): 3 clusters
  Score: Raw -196650.831020 + Penalty 2527.510181 = -194123.320839
  nChanged 256
		SP:Iteration 2F (30369.500000 sec): 3 clusters
  Score: Raw -197000.946604 + Penalty 2527.510181 = -194473.436423
  nChanged 177
		SP:Iteration 3F (30369.540000 sec): 3 clusters
  Score: Raw -197231.988947 + Penalty 2527.510181 = -194704.478766
  nChanged 154
		SP:Iteration 4F (30369.590000 sec): 3 clusters
  Score: Raw -197389.750658 + Penalty 2527.510181 = -194862.240477
  nChanged 108
		SP:Iteration 5Q (30369.630000 sec): 3 clusters
  Score: Raw -197515.332993 + Penalty 2527.510181 = -194987.822811
  nChanged 92
		SP:Iteration 6Q (30369.680000 sec): 3 clusters
  Score: Raw -197630.934910 + Penalty 2527.510181 = -195103.424729
  nChanged 85
		SP:Iteration 7Q (30369.720000 sec): 3 clusters
  Score: Raw -197748.864025 + Penalty 2527.510181 = -195221.353844
  nChanged 86
		SP:Iteration 8Q (30369.770000 sec): 3 clusters
  Score: Raw -197872.900244 + Penalty 2527.510181 = -195345.390063
  nChanged 80
		SP:Iteration 9Q (30369.820000 sec): 3 clusters
  Score: Raw -197994.558431 + Penalty 2527.510181 = -195467.048250
  nChanged 63
		SP:Iteration 10Q (30369.860000 sec): 3 clusters
  Score: Raw -198082.853368 + Penalty 2527.510181 = -195555.343187
  nChanged 65
		SP:Iteration 11Q (30369.900000 sec): 3 clusters
  Score: Raw -198182.240719 + Penalty 2527.510181 = -195654.730538
  nChanged 64
		SP:Iteration 12Q (30369.950000 sec): 3 clusters
  Score: Raw -198277.390207 + Penalty 2527.510181 = -195749.880026
  nChanged 52
		SP:Iteration 13Q (30369.990000 sec): 3 clusters
  Score: Raw -198351.979348 + Penalty 2527.510181 = -195824.469167
  nChanged 40
		SP:Iteration 14Q (30370.040000 sec): 3 clusters
  Score: Raw -198395.947803 + Penalty 2527.510181 = -195868.437622
  nChanged 21
		SP:Iteration 15Q (30370.080000 sec): 3 clusters
  Score: Raw -198412.034893 + Penalty 2527.510181 = -195884.524712
  nChanged 10
		SP:Iteration 16Q (30370.120000 sec): 3 clusters
  Score: Raw -198420.339159 + Penalty 2527.510181 = -195892.828978
  nChanged 5
		SP:Iteration 17Q (30370.160000 sec): 3 clusters
  Score: Raw -198423.958888 + Penalty 2527.510181 = -195896.448707
  nChanged 5
		SP:Iteration 18Q (30370.210000 sec): 3 clusters
  Score: Raw -198426.650342 + Penalty 2527.510181 = -195899.140160
  nChanged 4
		SP:Iteration 19Q (30370.250000 sec): 3 clusters
  Score: Raw -198428.224519 + Penalty 2527.510181 = -195900.714338
  nChanged 1
		SP:Iteration 20F (30370.300000 sec): 3 clusters
  Score: Raw -198428.402614 + Penalty 2527.510181 = -195900.892433
  nChanged 1
		SP:Iteration 21Q (30370.340000 sec): 3 clusters
  Score: Raw -198428.779104 + Penalty 2527.510181 = -195901.268923
  nChanged 0
		SP:Iteration 22F (30370.380000 sec): 3 clusters
  Score: Raw -198428.779104 + Penalty 2527.510181 = -195901.268923
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 111.
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 11 (7926 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (30370.500000 sec): 2 clusters
  Score: Raw -768142.750480 + Penalty 1458.909363 = -766683.841117
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (30370.630000 sec): 3 clusters
  Score: Raw -763807.375814 + Penalty 2917.818726 = -760889.557088
  nChanged 3295
		SP:Iteration 1F (30370.750000 sec): 3 clusters
  Score: Raw -765467.000315 + Penalty 2917.818726 = -762549.181589
  nChanged 463
		SP:Iteration 2F (30370.880000 sec): 3 clusters
  Score: Raw -765671.776030 + Penalty 2917.818726 = -762753.957304
  nChanged 399
		SP:Iteration 3F (30371.010000 sec): 3 clusters
  Score: Raw -765803.374899 + Penalty 2917.818726 = -762885.556173
  nChanged 255
		SP:Iteration 4Q (30371.150000 sec): 3 clusters
  Score: Raw -765888.339459 + Penalty 2917.818726 = -762970.520733
  nChanged 255
		SP:Iteration 5Q (30371.290000 sec): 3 clusters
  Score: Raw -765963.572322 + Penalty 2917.818726 = -763045.753596
  nChanged 185
		SP:Iteration 6Q (30371.420000 sec): 3 clusters
  Score: Raw -766015.919269 + Penalty 2917.818726 = -763098.100543
  nChanged 162
		SP:Iteration 7Q (30371.570000 sec): 3 clusters
  Score: Raw -766059.348841 + Penalty 2917.818726 = -763141.530115
  nChanged 134
		SP:Iteration 8Q (30371.710000 sec): 3 clusters
  Score: Raw -766091.607308 + Penalty 2917.818726 = -763173.788582
  nChanged 119
		SP:Iteration 9Q (30371.840000 sec): 3 clusters
  Score: Raw -766119.309824 + Penalty 2917.818726 = -763201.491097
  nChanged 117
		SP:Iteration 10Q (30371.960000 sec): 3 clusters
  Score: Raw -766148.742827 + Penalty 2917.818726 = -763230.924100
  nChanged 109
		SP:Iteration 11Q (30372.090000 sec): 3 clusters
  Score: Raw -766177.380259 + Penalty 2917.818726 = -763259.561533
  nChanged 100
		SP:Iteration 12Q (30372.230000 sec): 3 clusters
  Score: Raw -766207.364853 + Penalty 2917.818726 = -763289.546127
  nChanged 103
		SP:Iteration 13Q (30372.360000 sec): 3 clusters
  Score: Raw -766240.046233 + Penalty 2917.818726 = -763322.227506
  nChanged 135
		SP:Iteration 14Q (30372.500000 sec): 3 clusters
  Score: Raw -766281.369398 + Penalty 2917.818726 = -763363.550671
  nChanged 149
		SP:Iteration 15Q (30372.630000 sec): 3 clusters
  Score: Raw -766332.327327 + Penalty 2917.818726 = -763414.508600
  nChanged 198
		SP:Iteration 16Q (30372.770000 sec): 3 clusters
  Score: Raw -766403.700151 + Penalty 2917.818726 = -763485.881425
  nChanged 198
		SP:Iteration 17Q (30372.910000 sec): 3 clusters
  Score: Raw -766476.476725 + Penalty 2917.818726 = -763558.657998
  nChanged 245
		SP:Iteration 18Q (30373.050000 sec): 3 clusters
  Score: Raw -766590.903104 + Penalty 2917.818726 = -763673.084378
  nChanged 293
		SP:Iteration 19Q (30373.190000 sec): 3 clusters
  Score: Raw -766746.241510 + Penalty 2917.818726 = -763828.422783
  nChanged 326
		SP:Iteration 20F (30373.310000 sec): 3 clusters
  Score: Raw -766931.645188 + Penalty 2917.818726 = -764013.826461
  nChanged 346
		SP:Iteration 21Q (30373.430000 sec): 3 clusters
  Score: Raw -767167.694998 + Penalty 2917.818726 = -764249.876271
  nChanged 325
		SP:Iteration 22Q (30373.570000 sec): 3 clusters
  Score: Raw -767414.718322 + Penalty 2917.818726 = -764496.899595
  nChanged 294
		SP:Iteration 23Q (30373.700000 sec): 3 clusters
  Score: Raw -767659.060955 + Penalty 2917.818726 = -764741.242229
  nChanged 249
		SP:Iteration 24Q (30373.830000 sec): 3 clusters
  Score: Raw -767879.806042 + Penalty 2917.818726 = -764961.987315
  nChanged 175
		SP:Iteration 25Q (30373.950000 sec): 3 clusters
  Score: Raw -768031.735835 + Penalty 2917.818726 = -765113.917108
  nChanged 105
		SP:Iteration 26Q (30374.080000 sec): 3 clusters
  Score: Raw -768121.767036 + Penalty 2917.818726 = -765203.948309
  nChanged 57
		SP:Iteration 27Q (30374.210000 sec): 3 clusters
  Score: Raw -768173.641060 + Penalty 2917.818726 = -765255.822333
  nChanged 39
		SP:Iteration 28Q (30374.330000 sec): 3 clusters
  Score: Raw -768218.647933 + Penalty 2917.818726 = -765300.829207
  nChanged 30
		SP:Iteration 29Q (30374.460000 sec): 3 clusters
  Score: Raw -768250.967777 + Penalty 2917.818726 = -765333.149050
  nChanged 26
		SP:Iteration 30Q (30374.580000 sec): 3 clusters
  Score: Raw -768278.743710 + Penalty 2917.818726 = -765360.924984
  nChanged 19
		SP:Iteration 31Q (30374.700000 sec): 3 clusters
  Score: Raw -768299.400606 + Penalty 2917.818726 = -765381.581879
  nChanged 12
		SP:Iteration 32Q (30374.830000 sec): 3 clusters
  Score: Raw -768312.577521 + Penalty 2917.818726 = -765394.758794
  nChanged 9
		SP:Iteration 33Q (30374.950000 sec): 3 clusters
  Score: Raw -768323.585000 + Penalty 2917.818726 = -765405.766273
  nChanged 9
		SP:Iteration 34Q (30375.070000 sec): 3 clusters
  Score: Raw -768337.125555 + Penalty 2917.818726 = -765419.306829
  nChanged 10
		SP:Iteration 35Q (30375.190000 sec): 3 clusters
  Score: Raw -768346.590251 + Penalty 2917.818726 = -765428.771524
  nChanged 4
		SP:Iteration 36Q (30375.310000 sec): 3 clusters
  Score: Raw -768350.074775 + Penalty 2917.818726 = -765432.256049
  nChanged 5
		SP:Iteration 37Q (30375.430000 sec): 3 clusters
  Score: Raw -768353.018334 + Penalty 2917.818726 = -765435.199608
  nChanged 4
		SP:Iteration 38Q (30375.550000 sec): 3 clusters
  Score: Raw -768358.631660 + Penalty 2917.818726 = -765440.812933
  nChanged 3
		SP:Iteration 39Q (30375.680000 sec): 3 clusters
  Score: Raw -768362.491402 + Penalty 2917.818726 = -765444.672675
  nChanged 1
		SP:Iteration 40F (30375.810000 sec): 3 clusters
  Score: Raw -768362.906018 + Penalty 2917.818726 = -765445.087292
  nChanged 1
		SP:Iteration 41Q (30375.930000 sec): 3 clusters
  Score: Raw -768363.145515 + Penalty 2917.818726 = -765445.326789
  nChanged 0
		SP:Iteration 42F (30376.060000 sec): 3 clusters
  Score: Raw -768363.145515 + Penalty 2917.818726 = -765445.326789
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 12 (21861 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (30376.290000 sec): 2 clusters
  Score: Raw -2073347.178211 + Penalty 1623.774670 = -2071723.403541
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (30376.560000 sec): 3 clusters
  Score: Raw -2060238.720884 + Penalty 3247.549340 = -2056991.171544
  nChanged 9876
		SP:Iteration 1F (30376.820000 sec): 3 clusters
  Score: Raw -2065723.319245 + Penalty 3247.549340 = -2062475.769905
  nChanged 1100
		SP:Iteration 2F (30377.080000 sec): 3 clusters
  Score: Raw -2066186.886807 + Penalty 3247.549340 = -2062939.337467
  nChanged 1175
		SP:Iteration 3F (30377.340000 sec): 3 clusters
  Score: Raw -2066782.273618 + Penalty 3247.549340 = -2063534.724278
  nChanged 1371
		SP:Iteration 4F (30377.630000 sec): 3 clusters
  Score: Raw -2067625.195010 + Penalty 3247.549340 = -2064377.645670
  nChanged 1564
		SP:Iteration 5F (30377.910000 sec): 3 clusters
  Score: Raw -2068801.043605 + Penalty 3247.549340 = -2065553.494265
  nChanged 1686
		SP:Iteration 6F (30378.170000 sec): 3 clusters
  Score: Raw -2070324.542504 + Penalty 3247.549340 = -2067076.993164
  nChanged 1473
		SP:Iteration 7F (30378.460000 sec): 3 clusters
  Score: Raw -2071808.669117 + Penalty 3247.549340 = -2068561.119777
  nChanged 958
		SP:Iteration 8Q (30378.750000 sec): 3 clusters
  Score: Raw -2072808.519715 + Penalty 3247.549340 = -2069560.970376
  nChanged 426
		SP:Iteration 9Q (30379.020000 sec): 3 clusters
  Score: Raw -2073255.707558 + Penalty 3247.549340 = -2070008.158218
  nChanged 123
		SP:Iteration 10Q (30379.290000 sec): 3 clusters
  Score: Raw -2073386.355611 + Penalty 3247.549340 = -2070138.806272
  nChanged 47
		SP:Iteration 11Q (30379.560000 sec): 3 clusters
  Score: Raw -2073455.905636 + Penalty 3247.549340 = -2070208.356297
  nChanged 27
		SP:Iteration 12Q (30379.800000 sec): 3 clusters
  Score: Raw -2073496.164501 + Penalty 3247.549340 = -2070248.615161
  nChanged 17
		SP:Iteration 13Q (30380.080000 sec): 3 clusters
  Score: Raw -2073529.401937 + Penalty 3247.549340 = -2070281.852597
  nChanged 13
		SP:Iteration 14Q (30380.360000 sec): 3 clusters
  Score: Raw -2073549.094320 + Penalty 3247.549340 = -2070301.544980
  nChanged 8
		SP:Iteration 15Q (30380.640000 sec): 3 clusters
  Score: Raw -2073559.450757 + Penalty 3247.549340 = -2070311.901417
  nChanged 5
		SP:Iteration 16Q (30380.920000 sec): 3 clusters
  Score: Raw -2073567.973882 + Penalty 3247.549340 = -2070320.424543
  nChanged 2
		SP:Iteration 17Q (30381.190000 sec): 3 clusters
  Score: Raw -2073573.245633 + Penalty 3247.549340 = -2070325.696294
  nChanged 3
		SP:Iteration 18Q (30381.470000 sec): 3 clusters
  Score: Raw -2073575.652521 + Penalty 3247.549340 = -2070328.103181
  nChanged 1
		SP:Iteration 19Q (30381.750000 sec): 3 clusters
  Score: Raw -2073577.956525 + Penalty 3247.549340 = -2070330.407185
  nChanged 2
		SP:Iteration 20F (30382.050000 sec): 3 clusters
  Score: Raw -2073580.204719 + Penalty 3247.549340 = -2070332.655380
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 13 (1419 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (30382.100000 sec): 2 clusters
  Score: Raw -108508.972160 + Penalty 1179.377498 = -107329.594663
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (30382.140000 sec): 3 clusters
  Score: Raw -108007.129600 + Penalty 2358.754995 = -105648.374605
  nChanged 482
		SP:Iteration 1F (30382.170000 sec): 3 clusters
  Score: Raw -108407.566539 + Penalty 2358.754995 = -106048.811544
  nChanged 113
		SP:Iteration 2F (30382.200000 sec): 3 clusters
  Score: Raw -108530.476775 + Penalty 2358.754995 = -106171.721780
  nChanged 65
		SP:Iteration 3Q (30382.230000 sec): 3 clusters
  Score: Raw -108598.158869 + Penalty 2358.754995 = -106239.403874
  nChanged 54
		SP:Iteration 4Q (30382.260000 sec): 3 clusters
  Score: Raw -108646.710329 + Penalty 2358.754995 = -106287.955334
  nChanged 55
		SP:Iteration 5Q (30382.280000 sec): 3 clusters
  Score: Raw -108700.555795 + Penalty 2358.754995 = -106341.800800
  nChanged 57
		SP:Iteration 6Q (30382.310000 sec): 3 clusters
  Score: Raw -108769.927530 + Penalty 2358.754995 = -106411.172535
  nChanged 60
		SP:Iteration 7Q (30382.340000 sec): 3 clusters
  Score: Raw -108864.471324 + Penalty 2358.754995 = -106505.716329
  nChanged 62
		SP:Iteration 8Q (30382.370000 sec): 3 clusters
  Score: Raw -108938.383978 + Penalty 2358.754995 = -106579.628983
  nChanged 43
		SP:Iteration 9Q (30382.400000 sec): 3 clusters
  Score: Raw -108981.208443 + Penalty 2358.754995 = -106622.453448
  nChanged 27
		SP:Iteration 10Q (30382.420000 sec): 3 clusters
  Score: Raw -109006.664258 + Penalty 2358.754995 = -106647.909263
  nChanged 16
		SP:Iteration 11Q (30382.450000 sec): 3 clusters
  Score: Raw -109021.266855 + Penalty 2358.754995 = -106662.511860
  nChanged 8
		SP:Iteration 12Q (30382.480000 sec): 3 clusters
  Score: Raw -109029.111764 + Penalty 2358.754995 = -106670.356768
  nChanged 8
		SP:Iteration 13Q (30382.510000 sec): 3 clusters
  Score: Raw -109036.545291 + Penalty 2358.754995 = -106677.790296
  nChanged 7
		SP:Iteration 14Q (30382.540000 sec): 3 clusters
  Score: Raw -109041.346768 + Penalty 2358.754995 = -106682.591773
  nChanged 6
		SP:Iteration 15Q (30382.560000 sec): 3 clusters
  Score: Raw -109046.723986 + Penalty 2358.754995 = -106687.968991
  nChanged 7
		SP:Iteration 16Q (30382.590000 sec): 3 clusters
  Score: Raw -109051.217602 + Penalty 2358.754995 = -106692.462607
  nChanged 5
		SP:Iteration 17Q (30382.620000 sec): 3 clusters
  Score: Raw -109054.996494 + Penalty 2358.754995 = -106696.241499
  nChanged 8
		SP:Iteration 18Q (30382.650000 sec): 3 clusters
  Score: Raw -109064.117807 + Penalty 2358.754995 = -106705.362811
  nChanged 12
		SP:Iteration 19Q (30382.680000 sec): 3 clusters
  Score: Raw -109077.253672 + Penalty 2358.754995 = -106718.498677
  nChanged 10
		SP:Iteration 20F (30382.700000 sec): 3 clusters
  Score: Raw -109085.511444 + Penalty 2358.754995 = -106726.756449
  nChanged 8
		SP:Iteration 21Q (30382.730000 sec): 3 clusters
  Score: Raw -109104.235946 + Penalty 2358.754995 = -106745.480951
  nChanged 9
		SP:Iteration 22Q (30382.760000 sec): 3 clusters
  Score: Raw -109114.534674 + Penalty 2358.754995 = -106755.779679
  nChanged 9
		SP:Iteration 23Q (30382.790000 sec): 3 clusters
  Score: Raw -109125.616349 + Penalty 2358.754995 = -106766.861354
  nChanged 10
		SP:Iteration 24Q (30382.820000 sec): 3 clusters
  Score: Raw -109135.477173 + Penalty 2358.754995 = -106776.722178
  nChanged 8
		SP:Iteration 25Q (30382.850000 sec): 3 clusters
  Score: Raw -109146.262413 + Penalty 2358.754995 = -106787.507418
  nChanged 11
		SP:Iteration 26Q (30382.880000 sec): 3 clusters
  Score: Raw -109155.997711 + Penalty 2358.754995 = -106797.242716
  nChanged 9
		SP:Iteration 27Q (30382.910000 sec): 3 clusters
  Score: Raw -109161.494127 + Penalty 2358.754995 = -106802.739132
  nChanged 11
		SP:Iteration 28Q (30382.930000 sec): 3 clusters
  Score: Raw -109169.888518 + Penalty 2358.754995 = -106811.133523
  nChanged 12
		SP:Iteration 29Q (30382.960000 sec): 3 clusters
  Score: Raw -109180.653254 + Penalty 2358.754995 = -106821.898259
  nChanged 13
		SP:Iteration 30Q (30382.990000 sec): 3 clusters
  Score: Raw -109196.159245 + Penalty 2358.754995 = -106837.404250
  nChanged 12
		SP:Iteration 31Q (30383.020000 sec): 3 clusters
  Score: Raw -109210.272557 + Penalty 2358.754995 = -106851.517562
  nChanged 12
		SP:Iteration 32Q (30383.050000 sec): 3 clusters
  Score: Raw -109223.245861 + Penalty 2358.754995 = -106864.490866
  nChanged 11
		SP:Iteration 33Q (30383.070000 sec): 3 clusters
  Score: Raw -109234.781721 + Penalty 2358.754995 = -106876.026726
  nChanged 13
		SP:Iteration 34Q (30383.100000 sec): 3 clusters
  Score: Raw -109253.159909 + Penalty 2358.754995 = -106894.404914
  nChanged 11
		SP:Iteration 35Q (30383.130000 sec): 3 clusters
  Score: Raw -109265.176965 + Penalty 2358.754995 = -106906.421970
  nChanged 7
		SP:Iteration 36Q (30383.150000 sec): 3 clusters
  Score: Raw -109274.237048 + Penalty 2358.754995 = -106915.482053
  nChanged 4
		SP:Iteration 37Q (30383.180000 sec): 3 clusters
  Score: Raw -109279.930158 + Penalty 2358.754995 = -106921.175163
  nChanged 6
		SP:Iteration 38Q (30383.210000 sec): 3 clusters
  Score: Raw -109285.374092 + Penalty 2358.754995 = -106926.619097
  nChanged 3
		SP:Iteration 39Q (30383.230000 sec): 3 clusters
  Score: Raw -109287.354227 + Penalty 2358.754995 = -106928.599232
  nChanged 2
		SP:Iteration 40F (30383.260000 sec): 3 clusters
  Score: Raw -109289.511956 + Penalty 2358.754995 = -106930.756961
  nChanged 2
		SP:Iteration 41Q (30383.290000 sec): 3 clusters
  Score: Raw -109292.020151 + Penalty 2358.754995 = -106933.265156
  nChanged 2
		SP:Iteration 42Q (30383.320000 sec): 3 clusters
  Score: Raw -109293.476475 + Penalty 2358.754995 = -106934.721480
  nChanged 1
		SP:Iteration 43Q (30383.350000 sec): 3 clusters
  Score: Raw -109293.681739 + Penalty 2358.754995 = -106934.926744
  nChanged 0
		SP:Iteration 44F (30383.370000 sec): 3 clusters
  Score: Raw -109293.681739 + Penalty 2358.754995 = -106934.926744
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 14 (20734 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (30383.580000 sec): 2 clusters
  Score: Raw -1877447.277854 + Penalty 1615.173648 = -1875832.104206
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (30383.850000 sec): 3 clusters
  Score: Raw -1864997.726023 + Penalty 3230.347297 = -1861767.378726
  nChanged 9323
		SP:Iteration 1F (30384.120000 sec): 3 clusters
  Score: Raw -1870107.795301 + Penalty 3230.347297 = -1866877.448004
  nChanged 1176
		SP:Iteration 2F (30384.390000 sec): 3 clusters
  Score: Raw -1870592.905054 + Penalty 3230.347297 = -1867362.557757
  nChanged 1164
		SP:Iteration 3F (30384.640000 sec): 3 clusters
  Score: Raw -1871135.832343 + Penalty 3230.347297 = -1867905.485046
  nChanged 1239
		SP:Iteration 4F (30384.920000 sec): 3 clusters
  Score: Raw -1871805.100570 + Penalty 3230.347297 = -1868574.753273
  nChanged 1309
		SP:Iteration 5F (30385.170000 sec): 3 clusters
  Score: Raw -1872650.993707 + Penalty 3230.347297 = -1869420.646410
  nChanged 1352
		SP:Iteration 6F (30385.410000 sec): 3 clusters
  Score: Raw -1873636.071314 + Penalty 3230.347297 = -1870405.724017
  nChanged 1327
		SP:Iteration 7F (30385.690000 sec): 3 clusters
  Score: Raw -1874696.847586 + Penalty 3230.347297 = -1871466.500289
  nChanged 1140
		SP:Iteration 8F (30385.950000 sec): 3 clusters
  Score: Raw -1875630.417783 + Penalty 3230.347297 = -1872400.070487
  nChanged 872
		SP:Iteration 9Q (30386.210000 sec): 3 clusters
  Score: Raw -1876385.902751 + Penalty 3230.347297 = -1873155.555455
  nChanged 576
		SP:Iteration 10Q (30386.470000 sec): 3 clusters
  Score: Raw -1876872.091481 + Penalty 3230.347297 = -1873641.744184
  nChanged 366
		SP:Iteration 11Q (30386.710000 sec): 3 clusters
  Score: Raw -1877168.564499 + Penalty 3230.347297 = -1873938.217203
  nChanged 220
		SP:Iteration 12Q (30386.950000 sec): 3 clusters
  Score: Raw -1877320.502927 + Penalty 3230.347297 = -1874090.155630
  nChanged 143
		SP:Iteration 13Q (30387.180000 sec): 3 clusters
  Score: Raw -1877400.331259 + Penalty 3230.347297 = -1874169.983962
  nChanged 99
		SP:Iteration 14Q (30387.440000 sec): 3 clusters
  Score: Raw -1877453.840835 + Penalty 3230.347297 = -1874223.493539
  nChanged 79
		SP:Iteration 15Q (30387.670000 sec): 3 clusters
  Score: Raw -1877499.964123 + Penalty 3230.347297 = -1874269.616827
  nChanged 65
		SP:Iteration 16Q (30387.900000 sec): 3 clusters
  Score: Raw -1877532.956143 + Penalty 3230.347297 = -1874302.608846
  nChanged 53
		SP:Iteration 17Q (30388.160000 sec): 3 clusters
  Score: Raw -1877559.780784 + Penalty 3230.347297 = -1874329.433488
  nChanged 39
		SP:Iteration 18Q (30388.400000 sec): 3 clusters
  Score: Raw -1877578.043841 + Penalty 3230.347297 = -1874347.696544
  nChanged 34
		SP:Iteration 19Q (30388.640000 sec): 3 clusters
  Score: Raw -1877596.978086 + Penalty 3230.347297 = -1874366.630790
  nChanged 27
		SP:Iteration 20F (30388.900000 sec): 3 clusters
  Score: Raw -1877615.218636 + Penalty 3230.347297 = -1874384.871340
  nChanged 25
		SP:Iteration 21Q (30389.160000 sec): 3 clusters
  Score: Raw -1877630.364349 + Penalty 3230.347297 = -1874400.017052
  nChanged 18
		SP:Iteration 22Q (30389.400000 sec): 3 clusters
  Score: Raw -1877638.469186 + Penalty 3230.347297 = -1874408.121890
  nChanged 6
		SP:Iteration 23Q (30389.620000 sec): 3 clusters
  Score: Raw -1877641.651241 + Penalty 3230.347297 = -1874411.303944
  nChanged 10
		SP:Iteration 24Q (30389.850000 sec): 3 clusters
  Score: Raw -1877645.729778 + Penalty 3230.347297 = -1874415.382482
  nChanged 6
		SP:Iteration 25Q (30390.080000 sec): 3 clusters
  Score: Raw -1877648.277631 + Penalty 3230.347297 = -1874417.930334
  nChanged 8
		SP:Iteration 26Q (30390.330000 sec): 3 clusters
  Score: Raw -1877653.271689 + Penalty 3230.347297 = -1874422.924392
  nChanged 10
		SP:Iteration 27Q (30390.570000 sec): 3 clusters
  Score: Raw -1877657.880604 + Penalty 3230.347297 = -1874427.533308
  nChanged 7
		SP:Iteration 28Q (30390.800000 sec): 3 clusters
  Score: Raw -1877661.121620 + Penalty 3230.347297 = -1874430.774324
  nChanged 8
		SP:Iteration 29Q (30391.050000 sec): 3 clusters
  Score: Raw -1877664.371586 + Penalty 3230.347297 = -1874434.024289
  nChanged 4
		SP:Iteration 30Q (30391.290000 sec): 3 clusters
  Score: Raw -1877666.136318 + Penalty 3230.347297 = -1874435.789021
  nChanged 4
		SP:Iteration 31Q (30391.520000 sec): 3 clusters
  Score: Raw -1877667.932511 + Penalty 3230.347297 = -1874437.585215
  nChanged 4
		SP:Iteration 32Q (30391.750000 sec): 3 clusters
  Score: Raw -1877669.150640 + Penalty 3230.347297 = -1874438.803343
  nChanged 4
		SP:Iteration 33Q (30391.980000 sec): 3 clusters
  Score: Raw -1877671.221976 + Penalty 3230.347297 = -1874440.874680
  nChanged 2
		SP:Iteration 34Q (30392.230000 sec): 3 clusters
  Score: Raw -1877673.249471 + Penalty 3230.347297 = -1874442.902174
  nChanged 6
		SP:Iteration 35Q (30392.480000 sec): 3 clusters
  Score: Raw -1877676.419913 + Penalty 3230.347297 = -1874446.072616
  nChanged 7
		SP:Iteration 36Q (30392.720000 sec): 3 clusters
  Score: Raw -1877680.210653 + Penalty 3230.347297 = -1874449.863356
  nChanged 7
		SP:Iteration 37Q (30392.980000 sec): 3 clusters
  Score: Raw -1877682.951984 + Penalty 3230.347297 = -1874452.604687
  nChanged 6
		SP:Iteration 38Q (30393.210000 sec): 3 clusters
  Score: Raw -1877685.746369 + Penalty 3230.347297 = -1874455.399073
  nChanged 4
		SP:Iteration 39Q (30393.430000 sec): 3 clusters
  Score: Raw -1877688.630403 + Penalty 3230.347297 = -1874458.283106
  nChanged 4
		SP:Iteration 40F (30393.700000 sec): 3 clusters
  Score: Raw -1877689.710100 + Penalty 3230.347297 = -1874459.362803
  nChanged 4
		SP:Iteration 41Q (30393.930000 sec): 3 clusters
  Score: Raw -1877691.635405 + Penalty 3230.347297 = -1874461.288108
  nChanged 4
		SP:Iteration 42Q (30394.160000 sec): 3 clusters
  Score: Raw -1877693.307418 + Penalty 3230.347297 = -1874462.960121
  nChanged 2
		SP:Iteration 43Q (30394.410000 sec): 3 clusters
  Score: Raw -1877694.573629 + Penalty 3230.347297 = -1874464.226332
  nChanged 3
		SP:Iteration 44Q (30394.650000 sec): 3 clusters
  Score: Raw -1877695.591936 + Penalty 3230.347297 = -1874465.244639
  nChanged 3
		SP:Iteration 45Q (30394.880000 sec): 3 clusters
  Score: Raw -1877697.103969 + Penalty 3230.347297 = -1874466.756672
  nChanged 4
		SP:Iteration 46Q (30395.100000 sec): 3 clusters
  Score: Raw -1877699.368317 + Penalty 3230.347297 = -1874469.021020
  nChanged 2
		SP:Iteration 47Q (30395.330000 sec): 3 clusters
  Score: Raw -1877700.256446 + Penalty 3230.347297 = -1874469.909149
  nChanged 1
		SP:Iteration 48Q (30395.580000 sec): 3 clusters
  Score: Raw -1877700.459860 + Penalty 3230.347297 = -1874470.112563
  nChanged 0
		SP:Iteration 49F (30395.840000 sec): 3 clusters
  Score: Raw -1877700.459860 + Penalty 3230.347297 = -1874470.112563
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 15 (17645 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (30395.990000 sec): 2 clusters
  Score: Raw -1449151.659911 + Penalty 1588.958757 = -1447562.701154
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (30396.250000 sec): 3 clusters
  Score: Raw -1438659.519339 + Penalty 3177.917514 = -1435481.601824
  nChanged 7900
		SP:Iteration 1F (30396.520000 sec): 3 clusters
  Score: Raw -1443243.443383 + Penalty 3177.917514 = -1440065.525868
  nChanged 1166
		SP:Iteration 2F (30396.730000 sec): 3 clusters
  Score: Raw -1443814.871468 + Penalty 3177.917514 = -1440636.953954
  nChanged 986
		SP:Iteration 3F (30396.950000 sec): 3 clusters
  Score: Raw -1444296.996825 + Penalty 3177.917514 = -1441119.079311
  nChanged 940
		SP:Iteration 4F (30397.200000 sec): 3 clusters
  Score: Raw -1444725.263226 + Penalty 3177.917514 = -1441547.345712
  nChanged 857
		SP:Iteration 5Q (30397.420000 sec): 3 clusters
  Score: Raw -1445168.010622 + Penalty 3177.917514 = -1441990.093108
  nChanged 874
		SP:Iteration 6Q (30397.700000 sec): 3 clusters
  Score: Raw -1445581.022265 + Penalty 3177.917514 = -1442403.104751
  nChanged 763
		SP:Iteration 7Q (30397.920000 sec): 3 clusters
  Score: Raw -1445958.005554 + Penalty 3177.917514 = -1442780.088039
  nChanged 763
		SP:Iteration 8Q (30398.200000 sec): 3 clusters
  Score: Raw -1446346.329306 + Penalty 3177.917514 = -1443168.411791
  nChanged 691
		SP:Iteration 9Q (30398.440000 sec): 3 clusters
  Score: Raw -1446705.169279 + Penalty 3177.917514 = -1443527.251765
  nChanged 632
		SP:Iteration 10Q (30398.700000 sec): 3 clusters
  Score: Raw -1447025.041106 + Penalty 3177.917514 = -1443847.123592
  nChanged 600
		SP:Iteration 11Q (30398.940000 sec): 3 clusters
  Score: Raw -1447314.678195 + Penalty 3177.917514 = -1444136.760680
  nChanged 525
		SP:Iteration 12Q (30399.190000 sec): 3 clusters
  Score: Raw -1447536.865871 + Penalty 3177.917514 = -1444358.948357
  nChanged 450
		SP:Iteration 13Q (30399.430000 sec): 3 clusters
  Score: Raw -1447699.732258 + Penalty 3177.917514 = -1444521.814743
  nChanged 368
		SP:Iteration 14Q (30399.650000 sec): 3 clusters
  Score: Raw -1447822.080348 + Penalty 3177.917514 = -1444644.162834
  nChanged 297
		SP:Iteration 15Q (30399.860000 sec): 3 clusters
  Score: Raw -1447916.478450 + Penalty 3177.917514 = -1444738.560936
  nChanged 258
		SP:Iteration 16Q (30400.140000 sec): 3 clusters
  Score: Raw -1447988.817168 + Penalty 3177.917514 = -1444810.899654
  nChanged 224
		SP:Iteration 17Q (30400.370000 sec): 3 clusters
  Score: Raw -1448050.859442 + Penalty 3177.917514 = -1444872.941928
  nChanged 204
		SP:Iteration 18Q (30400.620000 sec): 3 clusters
  Score: Raw -1448109.257366 + Penalty 3177.917514 = -1444931.339852
  nChanged 224
		SP:Iteration 19Q (30400.840000 sec): 3 clusters
  Score: Raw -1448172.496714 + Penalty 3177.917514 = -1444994.579199
  nChanged 224
		SP:Iteration 20F (30401.110000 sec): 3 clusters
  Score: Raw -1448247.193179 + Penalty 3177.917514 = -1445069.275665
  nChanged 250
		SP:Iteration 21Q (30401.320000 sec): 3 clusters
  Score: Raw -1448332.067545 + Penalty 3177.917514 = -1445154.150031
  nChanged 228
		SP:Iteration 22Q (30401.600000 sec): 3 clusters
  Score: Raw -1448407.665291 + Penalty 3177.917514 = -1445229.747776
  nChanged 235
		SP:Iteration 23Q (30401.820000 sec): 3 clusters
  Score: Raw -1448485.753494 + Penalty 3177.917514 = -1445307.835980
  nChanged 242
		SP:Iteration 24Q (30402.090000 sec): 3 clusters
  Score: Raw -1448559.777292 + Penalty 3177.917514 = -1445381.859777
  nChanged 221
		SP:Iteration 25Q (30402.320000 sec): 3 clusters
  Score: Raw -1448624.163363 + Penalty 3177.917514 = -1445446.245849
  nChanged 204
		SP:Iteration 26Q (30402.580000 sec): 3 clusters
  Score: Raw -1448685.100719 + Penalty 3177.917514 = -1445507.183205
  nChanged 209
		SP:Iteration 27Q (30402.790000 sec): 3 clusters
  Score: Raw -1448735.050813 + Penalty 3177.917514 = -1445557.133299
  nChanged 157
		SP:Iteration 28Q (30403.060000 sec): 3 clusters
  Score: Raw -1448772.999597 + Penalty 3177.917514 = -1445595.082083
  nChanged 145
		SP:Iteration 29Q (30403.270000 sec): 3 clusters
  Score: Raw -1448803.170006 + Penalty 3177.917514 = -1445625.252492
  nChanged 126
		SP:Iteration 30Q (30403.540000 sec): 3 clusters
  Score: Raw -1448826.423418 + Penalty 3177.917514 = -1445648.505903
  nChanged 122
		SP:Iteration 31Q (30403.760000 sec): 3 clusters
  Score: Raw -1448853.656242 + Penalty 3177.917514 = -1445675.738728
  nChanged 111
		SP:Iteration 32Q (30404.020000 sec): 3 clusters
  Score: Raw -1448877.377662 + Penalty 3177.917514 = -1445699.460148
  nChanged 107
		SP:Iteration 33Q (30404.240000 sec): 3 clusters
  Score: Raw -1448900.292821 + Penalty 3177.917514 = -1445722.375306
  nChanged 128
		SP:Iteration 34Q (30404.460000 sec): 3 clusters
  Score: Raw -1448933.198766 + Penalty 3177.917514 = -1445755.281251
  nChanged 142
		SP:Iteration 35Q (30404.700000 sec): 3 clusters
  Score: Raw -1448966.624237 + Penalty 3177.917514 = -1445788.706723
  nChanged 141
		SP:Iteration 36Q (30404.920000 sec): 3 clusters
  Score: Raw -1448999.311532 + Penalty 3177.917514 = -1445821.394018
  nChanged 144
		SP:Iteration 37Q (30405.170000 sec): 3 clusters
  Score: Raw -1449034.991362 + Penalty 3177.917514 = -1445857.073848
  nChanged 148
		SP:Iteration 38Q (30405.380000 sec): 3 clusters
  Score: Raw -1449076.843422 + Penalty 3177.917514 = -1445898.925908
  nChanged 143
		SP:Iteration 39Q (30405.600000 sec): 3 clusters
  Score: Raw -1449112.453099 + Penalty 3177.917514 = -1445934.535585
  nChanged 131
		SP:Iteration 40F (30405.850000 sec): 3 clusters
  Score: Raw -1449143.879003 + Penalty 3177.917514 = -1445965.961489
  nChanged 129
		SP:Iteration 41Q (30406.080000 sec): 3 clusters
  Score: Raw -1449173.712693 + Penalty 3177.917514 = -1445995.795179
  nChanged 120
		SP:Iteration 42Q (30406.330000 sec): 3 clusters
  Score: Raw -1449203.758292 + Penalty 3177.917514 = -1446025.840778
  nChanged 105
		SP:Iteration 43Q (30406.550000 sec): 3 clusters
  Score: Raw -1449232.470122 + Penalty 3177.917514 = -1446054.552608
  nChanged 98
		SP:Iteration 44Q (30406.800000 sec): 3 clusters
  Score: Raw -1449258.459243 + Penalty 3177.917514 = -1446080.541729
  nChanged 117
		SP:Iteration 45Q (30407.000000 sec): 3 clusters
  Score: Raw -1449294.217790 + Penalty 3177.917514 = -1446116.300276
  nChanged 123
		SP:Iteration 46Q (30407.230000 sec): 3 clusters
  Score: Raw -1449324.533486 + Penalty 3177.917514 = -1446146.615972
  nChanged 111
		SP:Iteration 47Q (30407.480000 sec): 3 clusters
  Score: Raw -1449348.984485 + Penalty 3177.917514 = -1446171.066970
  nChanged 113
		SP:Iteration 48Q (30407.680000 sec): 3 clusters
  Score: Raw -1449375.780263 + Penalty 3177.917514 = -1446197.862749
  nChanged 116
		SP:Iteration 49Q (30407.910000 sec): 3 clusters
  Score: Raw -1449403.597915 + Penalty 3177.917514 = -1446225.680401
  nChanged 120
		SP:Iteration 50Q (30408.150000 sec): 3 clusters
  Score: Raw -1449432.807286 + Penalty 3177.917514 = -1446254.889771
  nChanged 114
		SP:Iteration 51Q (30408.370000 sec): 3 clusters
  Score: Raw -1449454.772544 + Penalty 3177.917514 = -1446276.855029
  nChanged 96
		SP:Iteration 52Q (30408.610000 sec): 3 clusters
  Score: Raw -1449474.056415 + Penalty 3177.917514 = -1446296.138901
  nChanged 88
		SP:Iteration 53Q (30408.820000 sec): 3 clusters
  Score: Raw -1449491.746981 + Penalty 3177.917514 = -1446313.829467
  nChanged 78
		SP:Iteration 54Q (30409.040000 sec): 3 clusters
  Score: Raw -1449507.303659 + Penalty 3177.917514 = -1446329.386145
  nChanged 75
		SP:Iteration 55Q (30409.280000 sec): 3 clusters
  Score: Raw -1449521.029889 + Penalty 3177.917514 = -1446343.112374
  nChanged 58
		SP:Iteration 56Q (30409.480000 sec): 3 clusters
  Score: Raw -1449531.373543 + Penalty 3177.917514 = -1446353.456028
  nChanged 59
		SP:Iteration 57Q (30409.700000 sec): 3 clusters
  Score: Raw -1449544.123241 + Penalty 3177.917514 = -1446366.205727
  nChanged 56
		SP:Iteration 58Q (30409.940000 sec): 3 clusters
  Score: Raw -1449556.500304 + Penalty 3177.917514 = -1446378.582790
  nChanged 54
		SP:Iteration 59Q (30410.140000 sec): 3 clusters
  Score: Raw -1449568.143680 + Penalty 3177.917514 = -1446390.226166
  nChanged 69
		SP:Iteration 60F (30410.370000 sec): 3 clusters
  Score: Raw -1449582.017594 + Penalty 3177.917514 = -1446404.100080
  nChanged 57
		SP:Iteration 61Q (30410.610000 sec): 3 clusters
  Score: Raw -1449592.994568 + Penalty 3177.917514 = -1446415.077053
  nChanged 67
		SP:Iteration 62Q (30410.820000 sec): 3 clusters
  Score: Raw -1449606.056642 + Penalty 3177.917514 = -1446428.139127
  nChanged 61
		SP:Iteration 63Q (30411.080000 sec): 3 clusters
  Score: Raw -1449617.124412 + Penalty 3177.917514 = -1446439.206898
  nChanged 50
		SP:Iteration 64Q (30411.280000 sec): 3 clusters
  Score: Raw -1449626.696801 + Penalty 3177.917514 = -1446448.779287
  nChanged 41
		SP:Iteration 65Q (30411.480000 sec): 3 clusters
  Score: Raw -1449633.882041 + Penalty 3177.917514 = -1446455.964527
  nChanged 41
		SP:Iteration 66Q (30411.750000 sec): 3 clusters
  Score: Raw -1449641.214619 + Penalty 3177.917514 = -1446463.297105
  nChanged 43
		SP:Iteration 67Q (30411.950000 sec): 3 clusters
  Score: Raw -1449649.950993 + Penalty 3177.917514 = -1446472.033478
  nChanged 47
		SP:Iteration 68Q (30412.170000 sec): 3 clusters
  Score: Raw -1449658.550988 + Penalty 3177.917514 = -1446480.633474
  nChanged 39
		SP:Iteration 69Q (30412.410000 sec): 3 clusters
  Score: Raw -1449665.776091 + Penalty 3177.917514 = -1446487.858577
  nChanged 42
		SP:Iteration 70Q (30412.610000 sec): 3 clusters
  Score: Raw -1449673.225839 + Penalty 3177.917514 = -1446495.308324
  nChanged 28
		SP:Iteration 71Q (30412.830000 sec): 3 clusters
  Score: Raw -1449678.194564 + Penalty 3177.917514 = -1446500.277050
  nChanged 31
		SP:Iteration 72Q (30413.070000 sec): 3 clusters
  Score: Raw -1449683.672733 + Penalty 3177.917514 = -1446505.755218
  nChanged 28
		SP:Iteration 73Q (30413.270000 sec): 3 clusters
  Score: Raw -1449688.284002 + Penalty 3177.917514 = -1446510.366487
  nChanged 32
		SP:Iteration 74Q (30413.480000 sec): 3 clusters
  Score: Raw -1449694.515225 + Penalty 3177.917514 = -1446516.597711
  nChanged 34
		SP:Iteration 75Q (30413.720000 sec): 3 clusters
  Score: Raw -1449701.021036 + Penalty 3177.917514 = -1446523.103522
  nChanged 30
		SP:Iteration 76Q (30413.920000 sec): 3 clusters
  Score: Raw -1449709.013400 + Penalty 3177.917514 = -1446531.095886
  nChanged 27
		SP:Iteration 77Q (30414.130000 sec): 3 clusters
  Score: Raw -1449713.531903 + Penalty 3177.917514 = -1446535.614389
  nChanged 23
		SP:Iteration 78Q (30414.390000 sec): 3 clusters
  Score: Raw -1449718.071115 + Penalty 3177.917514 = -1446540.153601
  nChanged 27
		SP:Iteration 79Q (30414.590000 sec): 3 clusters
  Score: Raw -1449723.784314 + Penalty 3177.917514 = -1446545.866800
  nChanged 23
		SP:Iteration 80F (30414.810000 sec): 3 clusters
  Score: Raw -1449727.897905 + Penalty 3177.917514 = -1446549.980390
  nChanged 23
		SP:Iteration 81Q (30415.050000 sec): 3 clusters
  Score: Raw -1449732.236953 + Penalty 3177.917514 = -1446554.319439
  nChanged 22
		SP:Iteration 82Q (30415.250000 sec): 3 clusters
  Score: Raw -1449735.732440 + Penalty 3177.917514 = -1446557.814926
  nChanged 14
		SP:Iteration 83Q (30415.450000 sec): 3 clusters
  Score: Raw -1449737.585811 + Penalty 3177.917514 = -1446559.668297
  nChanged 9
		SP:Iteration 84Q (30415.670000 sec): 3 clusters
  Score: Raw -1449738.819736 + Penalty 3177.917514 = -1446560.902222
  nChanged 10
		SP:Iteration 85Q (30415.900000 sec): 3 clusters
  Score: Raw -1449740.226702 + Penalty 3177.917514 = -1446562.309187
  nChanged 16
		SP:Iteration 86Q (30416.100000 sec): 3 clusters
  Score: Raw -1449742.974805 + Penalty 3177.917514 = -1446565.057291
  nChanged 8
		SP:Iteration 87Q (30416.310000 sec): 3 clusters
  Score: Raw -1449744.707128 + Penalty 3177.917514 = -1446566.789613
  nChanged 16
		SP:Iteration 88Q (30416.540000 sec): 3 clusters
  Score: Raw -1449747.975255 + Penalty 3177.917514 = -1446570.057741
  nChanged 16
		SP:Iteration 89Q (30416.750000 sec): 3 clusters
  Score: Raw -1449750.469167 + Penalty 3177.917514 = -1446572.551653
  nChanged 16
		SP:Iteration 90Q (30416.950000 sec): 3 clusters
  Score: Raw -1449753.475931 + Penalty 3177.917514 = -1446575.558416
  nChanged 21
		SP:Iteration 91Q (30417.230000 sec): 3 clusters
  Score: Raw -1449757.190868 + Penalty 3177.917514 = -1446579.273354
  nChanged 18
		SP:Iteration 92Q (30417.420000 sec): 3 clusters
  Score: Raw -1449761.265200 + Penalty 3177.917514 = -1446583.347686
  nChanged 14
		SP:Iteration 93Q (30417.620000 sec): 3 clusters
  Score: Raw -1449763.422286 + Penalty 3177.917514 = -1446585.504772
  nChanged 8
		SP:Iteration 94Q (30417.890000 sec): 3 clusters
  Score: Raw -1449764.604490 + Penalty 3177.917514 = -1446586.686976
  nChanged 6
		SP:Iteration 95Q (30418.090000 sec): 3 clusters
  Score: Raw -1449765.891722 + Penalty 3177.917514 = -1446587.974208
  nChanged 8
		SP:Iteration 96Q (30418.300000 sec): 3 clusters
  Score: Raw -1449766.619974 + Penalty 3177.917514 = -1446588.702459
  nChanged 1
		SP:Iteration 97Q (30418.540000 sec): 3 clusters
  Score: Raw -1449766.820658 + Penalty 3177.917514 = -1446588.903144
  nChanged 2
		SP:Iteration 98Q (30418.800000 sec): 3 clusters
  Score: Raw -1449767.020256 + Penalty 3177.917514 = -1446589.102742
  nChanged 1
		SP:Iteration 99Q (30419.040000 sec): 3 clusters
  Score: Raw -1449767.248448 + Penalty 3177.917514 = -1446589.330934
  nChanged 1
		SP:Iteration 100F (30419.260000 sec): 3 clusters
  Score: Raw -1449767.506571 + Penalty 3177.917514 = -1446589.589057
  nChanged 2
		SP:Iteration 101Q (30419.500000 sec): 3 clusters
  Score: Raw -1449767.700607 + Penalty 3177.917514 = -1446589.783093
  nChanged 2
		SP:Iteration 102Q (30419.700000 sec): 3 clusters
  Score: Raw -1449767.913906 + Penalty 3177.917514 = -1446589.996392
  nChanged 0
		SP:Iteration 103F (30419.920000 sec): 3 clusters
  Score: Raw -1449767.913906 + Penalty 3177.917514 = -1446589.996392
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 16 (4493 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (30420.000000 sec): 2 clusters
  Score: Raw -369221.130960 + Penalty 1366.669835 = -367854.461125
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (30420.120000 sec): 3 clusters
  Score: Raw -366999.668800 + Penalty 2733.339670 = -364266.329130
  nChanged 1796
		SP:Iteration 1F (30420.210000 sec): 3 clusters
  Score: Raw -368369.433522 + Penalty 2733.339670 = -365636.093851
  nChanged 465
		SP:Iteration 2F (30420.300000 sec): 3 clusters
  Score: Raw -368817.471957 + Penalty 2733.339670 = -366084.132287
  nChanged 355
		SP:Iteration 3F (30420.390000 sec): 3 clusters
  Score: Raw -369153.652504 + Penalty 2733.339670 = -366420.312834
  nChanged 294
		SP:Iteration 4F (30420.470000 sec): 3 clusters
  Score: Raw -369378.260744 + Penalty 2733.339670 = -366644.921074
  nChanged 202
		SP:Iteration 5Q (30420.560000 sec): 3 clusters
  Score: Raw -369501.704720 + Penalty 2733.339670 = -366768.365049
  nChanged 163
		SP:Iteration 6Q (30420.650000 sec): 3 clusters
  Score: Raw -369586.860350 + Penalty 2733.339670 = -366853.520679
  nChanged 123
		SP:Iteration 7Q (30420.740000 sec): 3 clusters
  Score: Raw -369650.331105 + Penalty 2733.339670 = -366916.991435
  nChanged 97
		SP:Iteration 8Q (30420.830000 sec): 3 clusters
  Score: Raw -369702.846931 + Penalty 2733.339670 = -366969.507261
  nChanged 96
		SP:Iteration 9Q (30420.920000 sec): 3 clusters
  Score: Raw -369755.523145 + Penalty 2733.339670 = -367022.183475
  nChanged 95
		SP:Iteration 10Q (30421.010000 sec): 3 clusters
  Score: Raw -369804.963859 + Penalty 2733.339670 = -367071.624189
  nChanged 87
		SP:Iteration 11Q (30421.090000 sec): 3 clusters
  Score: Raw -369842.642357 + Penalty 2733.339670 = -367109.302686
  nChanged 67
		SP:Iteration 12Q (30421.180000 sec): 3 clusters
  Score: Raw -369871.011434 + Penalty 2733.339670 = -367137.671763
  nChanged 56
		SP:Iteration 13Q (30421.270000 sec): 3 clusters
  Score: Raw -369892.776618 + Penalty 2733.339670 = -367159.436947
  nChanged 51
		SP:Iteration 14Q (30421.360000 sec): 3 clusters
  Score: Raw -369909.476821 + Penalty 2733.339670 = -367176.137151
  nChanged 32
		SP:Iteration 15Q (30421.450000 sec): 3 clusters
  Score: Raw -369923.618203 + Penalty 2733.339670 = -367190.278533
  nChanged 30
		SP:Iteration 16Q (30421.530000 sec): 3 clusters
  Score: Raw -369930.335434 + Penalty 2733.339670 = -367196.995763
  nChanged 23
		SP:Iteration 17Q (30421.620000 sec): 3 clusters
  Score: Raw -369935.151442 + Penalty 2733.339670 = -367201.811772
  nChanged 14
		SP:Iteration 18Q (30421.710000 sec): 3 clusters
  Score: Raw -369938.370899 + Penalty 2733.339670 = -367205.031228
  nChanged 10
		SP:Iteration 19Q (30421.800000 sec): 3 clusters
  Score: Raw -369940.748102 + Penalty 2733.339670 = -367207.408432
  nChanged 8
		SP:Iteration 20F (30421.890000 sec): 3 clusters
  Score: Raw -369942.291653 + Penalty 2733.339670 = -367208.951982
  nChanged 6
		SP:Iteration 21Q (30421.980000 sec): 3 clusters
  Score: Raw -369943.261077 + Penalty 2733.339670 = -367209.921407
  nChanged 3
		SP:Iteration 22Q (30422.070000 sec): 3 clusters
  Score: Raw -369944.165408 + Penalty 2733.339670 = -367210.825738
  nChanged 4
		SP:Iteration 23Q (30422.150000 sec): 3 clusters
  Score: Raw -369944.753504 + Penalty 2733.339670 = -367211.413834
  nChanged 2
		SP:Iteration 24Q (30422.240000 sec): 3 clusters
  Score: Raw -369945.393008 + Penalty 2733.339670 = -367212.053337
  nChanged 1
		SP:Iteration 25Q (30422.330000 sec): 3 clusters
  Score: Raw -369945.563023 + Penalty 2733.339670 = -367212.223352
  nChanged 1
		SP:Iteration 26Q (30422.420000 sec): 3 clusters
  Score: Raw -369945.814094 + Penalty 2733.339670 = -367212.474424
  nChanged 2
		SP:Iteration 27Q (30422.510000 sec): 3 clusters
  Score: Raw -369946.062758 + Penalty 2733.339670 = -367212.723088
  nChanged 1
		SP:Iteration 28Q (30422.600000 sec): 3 clusters
  Score: Raw -369946.165244 + Penalty 2733.339670 = -367212.825574
  nChanged 0
		SP:Iteration 29F (30422.690000 sec): 3 clusters
  Score: Raw -369946.165244 + Penalty 2733.339670 = -367212.825574
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 17 (3896 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (30422.760000 sec): 2 clusters
  Score: Raw -347827.601934 + Penalty 1343.502171 = -346484.099764
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (30422.830000 sec): 3 clusters
  Score: Raw -345922.718684 + Penalty 2687.004341 = -343235.714343
  nChanged 1491
		SP:Iteration 1F (30422.910000 sec): 3 clusters
  Score: Raw -346809.159800 + Penalty 2687.004341 = -344122.155459
  nChanged 310
		SP:Iteration 2F (30422.990000 sec): 3 clusters
  Score: Raw -347035.921770 + Penalty 2687.004341 = -344348.917429
  nChanged 217
		SP:Iteration 3F (30423.060000 sec): 3 clusters
  Score: Raw -347231.174297 + Penalty 2687.004341 = -344544.169956
  nChanged 215
		SP:Iteration 4F (30423.140000 sec): 3 clusters
  Score: Raw -347392.728492 + Penalty 2687.004341 = -344705.724151
  nChanged 165
		SP:Iteration 5Q (30423.210000 sec): 3 clusters
  Score: Raw -347524.333473 + Penalty 2687.004341 = -344837.329132
  nChanged 180
		SP:Iteration 6Q (30423.290000 sec): 3 clusters
  Score: Raw -347696.095858 + Penalty 2687.004341 = -345009.091517
  nChanged 183
		SP:Iteration 7Q (30423.370000 sec): 3 clusters
  Score: Raw -347895.591816 + Penalty 2687.004341 = -345208.587475
  nChanged 191
		SP:Iteration 8Q (30423.440000 sec): 3 clusters
  Score: Raw -348091.291426 + Penalty 2687.004341 = -345404.287084
  nChanged 166
		SP:Iteration 9Q (30423.510000 sec): 3 clusters
  Score: Raw -348258.508473 + Penalty 2687.004341 = -345571.504132
  nChanged 143
		SP:Iteration 10Q (30423.590000 sec): 3 clusters
  Score: Raw -348367.017684 + Penalty 2687.004341 = -345680.013343
  nChanged 121
		SP:Iteration 11Q (30423.670000 sec): 3 clusters
  Score: Raw -348437.122789 + Penalty 2687.004341 = -345750.118448
  nChanged 73
		SP:Iteration 12Q (30423.740000 sec): 3 clusters
  Score: Raw -348482.282479 + Penalty 2687.004341 = -345795.278138
  nChanged 70
		SP:Iteration 13Q (30423.810000 sec): 3 clusters
  Score: Raw -348519.444770 + Penalty 2687.004341 = -345832.440429
  nChanged 50
		SP:Iteration 14Q (30423.890000 sec): 3 clusters
  Score: Raw -348547.558843 + Penalty 2687.004341 = -345860.554501
  nChanged 45
		SP:Iteration 15Q (30423.970000 sec): 3 clusters
  Score: Raw -348567.550779 + Penalty 2687.004341 = -345880.546438
  nChanged 31
		SP:Iteration 16Q (30424.040000 sec): 3 clusters
  Score: Raw -348579.541088 + Penalty 2687.004341 = -345892.536747
  nChanged 19
		SP:Iteration 17Q (30424.110000 sec): 3 clusters
  Score: Raw -348587.846816 + Penalty 2687.004341 = -345900.842475
  nChanged 19
		SP:Iteration 18Q (30424.190000 sec): 3 clusters
  Score: Raw -348594.414271 + Penalty 2687.004341 = -345907.409930
  nChanged 8
		SP:Iteration 19Q (30424.270000 sec): 3 clusters
  Score: Raw -348596.465903 + Penalty 2687.004341 = -345909.461562
  nChanged 6
		SP:Iteration 20F (30424.340000 sec): 3 clusters
  Score: Raw -348598.069652 + Penalty 2687.004341 = -345911.065311
  nChanged 7
		SP:Iteration 21Q (30424.410000 sec): 3 clusters
  Score: Raw -348599.461085 + Penalty 2687.004341 = -345912.456744
  nChanged 2
		SP:Iteration 22Q (30424.490000 sec): 3 clusters
  Score: Raw -348599.811999 + Penalty 2687.004341 = -345912.807658
  nChanged 1
		SP:Iteration 23Q (30424.560000 sec): 3 clusters
  Score: Raw -348600.028578 + Penalty 2687.004341 = -345913.024237
  nChanged 0
		SP:Iteration 24F (30424.640000 sec): 3 clusters
  Score: Raw -348600.028578 + Penalty 2687.004341 = -345913.024237
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 18 (3477 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (30424.710000 sec): 2 clusters
  Score: Raw -279320.969299 + Penalty 1325.012834 = -277995.956465
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (30424.770000 sec): 3 clusters
  Score: Raw -277667.119633 + Penalty 2650.025668 = -275017.093965
  nChanged 1338
		SP:Iteration 1F (30424.840000 sec): 3 clusters
  Score: Raw -278681.370275 + Penalty 2650.025668 = -276031.344607
  nChanged 323
		SP:Iteration 2F (30424.910000 sec): 3 clusters
  Score: Raw -278974.857811 + Penalty 2650.025668 = -276324.832143
  nChanged 251
		SP:Iteration 3F (30424.970000 sec): 3 clusters
  Score: Raw -279194.108040 + Penalty 2650.025668 = -276544.082372
  nChanged 196
		SP:Iteration 4F (30425.040000 sec): 3 clusters
  Score: Raw -279353.452007 + Penalty 2650.025668 = -276703.426339
  nChanged 153
		SP:Iteration 5Q (30425.110000 sec): 3 clusters
  Score: Raw -279472.896898 + Penalty 2650.025668 = -276822.871230
  nChanged 117
		SP:Iteration 6Q (30425.170000 sec): 3 clusters
  Score: Raw -279534.652150 + Penalty 2650.025668 = -276884.626482
  nChanged 84
		SP:Iteration 7Q (30425.240000 sec): 3 clusters
  Score: Raw -279582.950311 + Penalty 2650.025668 = -276932.924643
  nChanged 71
		SP:Iteration 8Q (30425.310000 sec): 3 clusters
  Score: Raw -279624.393710 + Penalty 2650.025668 = -276974.368043
  nChanged 57
		SP:Iteration 9Q (30425.380000 sec): 3 clusters
  Score: Raw -279657.131575 + Penalty 2650.025668 = -277007.105907
  nChanged 55
		SP:Iteration 10Q (30425.440000 sec): 3 clusters
  Score: Raw -279684.910873 + Penalty 2650.025668 = -277034.885205
  nChanged 52
		SP:Iteration 11Q (30425.510000 sec): 3 clusters
  Score: Raw -279706.128505 + Penalty 2650.025668 = -277056.102837
  nChanged 39
		SP:Iteration 12Q (30425.580000 sec): 3 clusters
  Score: Raw -279720.781177 + Penalty 2650.025668 = -277070.755509
  nChanged 28
		SP:Iteration 13Q (30425.650000 sec): 3 clusters
  Score: Raw -279735.715026 + Penalty 2650.025668 = -277085.689358
  nChanged 35
		SP:Iteration 14Q (30425.710000 sec): 3 clusters
  Score: Raw -279751.931221 + Penalty 2650.025668 = -277101.905553
  nChanged 39
		SP:Iteration 15Q (30425.780000 sec): 3 clusters
  Score: Raw -279772.493494 + Penalty 2650.025668 = -277122.467826
  nChanged 34
		SP:Iteration 16Q (30425.850000 sec): 3 clusters
  Score: Raw -279788.929366 + Penalty 2650.025668 = -277138.903698
  nChanged 30
		SP:Iteration 17Q (30425.910000 sec): 3 clusters
  Score: Raw -279800.278983 + Penalty 2650.025668 = -277150.253315
  nChanged 20
		SP:Iteration 18Q (30425.980000 sec): 3 clusters
  Score: Raw -279804.412623 + Penalty 2650.025668 = -277154.386955
  nChanged 12
		SP:Iteration 19Q (30426.040000 sec): 3 clusters
  Score: Raw -279806.927386 + Penalty 2650.025668 = -277156.901718
  nChanged 5
		SP:Iteration 20F (30426.110000 sec): 3 clusters
  Score: Raw -279808.780736 + Penalty 2650.025668 = -277158.755068
  nChanged 5
		SP:Iteration 21Q (30426.180000 sec): 3 clusters
  Score: Raw -279809.720264 + Penalty 2650.025668 = -277159.694596
  nChanged 2
		SP:Iteration 22Q (30426.250000 sec): 3 clusters
  Score: Raw -279810.109423 + Penalty 2650.025668 = -277160.083755
  nChanged 0
		SP:Iteration 23F (30426.310000 sec): 3 clusters
  Score: Raw -279810.109423 + Penalty 2650.025668 = -277160.083755
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 19 (935 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (30426.370000 sec): 2 clusters
  Score: Raw -83617.232299 + Penalty 1111.588811 = -82505.643488
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (30426.390000 sec): 3 clusters
  Score: Raw -83331.024592 + Penalty 2223.177622 = -81107.846970
  nChanged 280
		SP:Iteration 1F (30426.410000 sec): 3 clusters
  Score: Raw -83562.026406 + Penalty 2223.177622 = -81338.848784
  nChanged 58
		SP:Iteration 2F (30426.420000 sec): 3 clusters
  Score: Raw -83623.647452 + Penalty 2223.177622 = -81400.469830
  nChanged 37
		SP:Iteration 3Q (30426.440000 sec): 3 clusters
  Score: Raw -83659.807565 + Penalty 2223.177622 = -81436.629943
  nChanged 28
		SP:Iteration 4Q (30426.460000 sec): 3 clusters
  Score: Raw -83689.421899 + Penalty 2223.177622 = -81466.244277
  nChanged 22
		SP:Iteration 5Q (30426.480000 sec): 3 clusters
  Score: Raw -83711.055954 + Penalty 2223.177622 = -81487.878332
  nChanged 15
		SP:Iteration 6Q (30426.500000 sec): 3 clusters
  Score: Raw -83726.678007 + Penalty 2223.177622 = -81503.500385
  nChanged 10
		SP:Iteration 7Q (30426.520000 sec): 3 clusters
  Score: Raw -83735.433628 + Penalty 2223.177622 = -81512.256006
  nChanged 6
		SP:Iteration 8Q (30426.540000 sec): 3 clusters
  Score: Raw -83745.216015 + Penalty 2223.177622 = -81522.038393
  nChanged 5
		SP:Iteration 9Q (30426.560000 sec): 3 clusters
  Score: Raw -83752.400800 + Penalty 2223.177622 = -81529.223178
  nChanged 4
		SP:Iteration 10Q (30426.580000 sec): 3 clusters
  Score: Raw -83755.947359 + Penalty 2223.177622 = -81532.769737
  nChanged 4
		SP:Iteration 11Q (30426.590000 sec): 3 clusters
  Score: Raw -83760.708460 + Penalty 2223.177622 = -81537.530838
  nChanged 2
		SP:Iteration 12Q (30426.610000 sec): 3 clusters
  Score: Raw -83762.602052 + Penalty 2223.177622 = -81539.424430
  nChanged 1
		SP:Iteration 13Q (30426.630000 sec): 3 clusters
  Score: Raw -83762.875589 + Penalty 2223.177622 = -81539.697967
  nChanged 0
		SP:Iteration 14F (30426.650000 sec): 3 clusters
  Score: Raw -83762.875589 + Penalty 2223.177622 = -81539.697967
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 20 (11374 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (30426.800000 sec): 2 clusters
  Score: Raw -969705.073829 + Penalty 1517.601366 = -968187.472463
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (30427.000000 sec): 3 clusters
  Score: Raw -963140.939729 + Penalty 3035.202732 = -960105.736998
  nChanged 4993
		SP:Iteration 1F (30427.160000 sec): 3 clusters
  Score: Raw -965886.464104 + Penalty 3035.202732 = -962851.261373
  nChanged 835
		SP:Iteration 2F (30427.330000 sec): 3 clusters
  Score: Raw -966349.792713 + Penalty 3035.202732 = -963314.589982
  nChanged 753
		SP:Iteration 3F (30427.500000 sec): 3 clusters
  Score: Raw -966813.511966 + Penalty 3035.202732 = -963778.309235
  nChanged 744
		SP:Iteration 4F (30427.670000 sec): 3 clusters
  Score: Raw -967307.186018 + Penalty 3035.202732 = -964271.983286
  nChanged 696
		SP:Iteration 5F (30427.840000 sec): 3 clusters
  Score: Raw -967803.590531 + Penalty 3035.202732 = -964768.387799
  nChanged 650
		SP:Iteration 6F (30428.010000 sec): 3 clusters
  Score: Raw -968249.409685 + Penalty 3035.202732 = -965214.206954
  nChanged 555
		SP:Iteration 7Q (30428.190000 sec): 3 clusters
  Score: Raw -968620.518929 + Penalty 3035.202732 = -965585.316198
  nChanged 486
		SP:Iteration 8Q (30428.370000 sec): 3 clusters
  Score: Raw -968949.965740 + Penalty 3035.202732 = -965914.763008
  nChanged 378
		SP:Iteration 9Q (30428.550000 sec): 3 clusters
  Score: Raw -969212.832391 + Penalty 3035.202732 = -966177.629659
  nChanged 333
		SP:Iteration 10Q (30428.720000 sec): 3 clusters
  Score: Raw -969465.969633 + Penalty 3035.202732 = -966430.766901
  nChanged 271
		SP:Iteration 11Q (30428.910000 sec): 3 clusters
  Score: Raw -969641.230557 + Penalty 3035.202732 = -966606.027826
  nChanged 195
		SP:Iteration 12Q (30429.070000 sec): 3 clusters
  Score: Raw -969732.746748 + Penalty 3035.202732 = -966697.544016
  nChanged 143
		SP:Iteration 13Q (30429.240000 sec): 3 clusters
  Score: Raw -969794.103131 + Penalty 3035.202732 = -966758.900400
  nChanged 121
		SP:Iteration 14Q (30429.400000 sec): 3 clusters
  Score: Raw -969842.464407 + Penalty 3035.202732 = -966807.261676
  nChanged 99
		SP:Iteration 15Q (30429.580000 sec): 3 clusters
  Score: Raw -969879.331118 + Penalty 3035.202732 = -966844.128386
  nChanged 93
		SP:Iteration 16Q (30429.740000 sec): 3 clusters
  Score: Raw -969918.579586 + Penalty 3035.202732 = -966883.376855
  nChanged 84
		SP:Iteration 17Q (30429.910000 sec): 3 clusters
  Score: Raw -969957.034363 + Penalty 3035.202732 = -966921.831631
  nChanged 94
		SP:Iteration 18Q (30430.060000 sec): 3 clusters
  Score: Raw -969989.235960 + Penalty 3035.202732 = -966954.033228
  nChanged 82
		SP:Iteration 19Q (30430.240000 sec): 3 clusters
  Score: Raw -970017.423035 + Penalty 3035.202732 = -966982.220303
  nChanged 75
		SP:Iteration 20F (30430.400000 sec): 3 clusters
  Score: Raw -970041.903709 + Penalty 3035.202732 = -967006.700977
  nChanged 61
		SP:Iteration 21Q (30430.570000 sec): 3 clusters
  Score: Raw -970062.593525 + Penalty 3035.202732 = -967027.390794
  nChanged 62
		SP:Iteration 22Q (30430.730000 sec): 3 clusters
  Score: Raw -970080.526510 + Penalty 3035.202732 = -967045.323778
  nChanged 50
		SP:Iteration 23Q (30430.900000 sec): 3 clusters
  Score: Raw -970092.126838 + Penalty 3035.202732 = -967056.924107
  nChanged 34
		SP:Iteration 24Q (30431.060000 sec): 3 clusters
  Score: Raw -970097.965523 + Penalty 3035.202732 = -967062.762792
  nChanged 27
		SP:Iteration 25Q (30431.230000 sec): 3 clusters
  Score: Raw -970103.826474 + Penalty 3035.202732 = -967068.623743
  nChanged 33
		SP:Iteration 26Q (30431.390000 sec): 3 clusters
  Score: Raw -970111.532015 + Penalty 3035.202732 = -967076.329284
  nChanged 22
		SP:Iteration 27Q (30431.560000 sec): 3 clusters
  Score: Raw -970115.851305 + Penalty 3035.202732 = -967080.648573
  nChanged 16
		SP:Iteration 28Q (30431.720000 sec): 3 clusters
  Score: Raw -970118.958672 + Penalty 3035.202732 = -967083.755940
  nChanged 14
		SP:Iteration 29Q (30431.880000 sec): 3 clusters
  Score: Raw -970121.230431 + Penalty 3035.202732 = -967086.027700
  nChanged 11
		SP:Iteration 30Q (30432.070000 sec): 3 clusters
  Score: Raw -970123.657287 + Penalty 3035.202732 = -967088.454555
  nChanged 14
		SP:Iteration 31Q (30432.230000 sec): 3 clusters
  Score: Raw -970126.963217 + Penalty 3035.202732 = -967091.760485
  nChanged 19
		SP:Iteration 32Q (30432.390000 sec): 3 clusters
  Score: Raw -970130.892980 + Penalty 3035.202732 = -967095.690248
  nChanged 15
		SP:Iteration 33Q (30432.550000 sec): 3 clusters
  Score: Raw -970135.261657 + Penalty 3035.202732 = -967100.058925
  nChanged 18
		SP:Iteration 34Q (30432.740000 sec): 3 clusters
  Score: Raw -970140.581719 + Penalty 3035.202732 = -967105.378988
  nChanged 21
		SP:Iteration 35Q (30432.900000 sec): 3 clusters
  Score: Raw -970147.487200 + Penalty 3035.202732 = -967112.284469
  nChanged 28
		SP:Iteration 36Q (30433.080000 sec): 3 clusters
  Score: Raw -970157.721077 + Penalty 3035.202732 = -967122.518345
  nChanged 25
		SP:Iteration 37Q (30433.240000 sec): 3 clusters
  Score: Raw -970165.880375 + Penalty 3035.202732 = -967130.677644
  nChanged 25
		SP:Iteration 38Q (30433.420000 sec): 3 clusters
  Score: Raw -970173.324560 + Penalty 3035.202732 = -967138.121828
  nChanged 17
		SP:Iteration 39Q (30433.570000 sec): 3 clusters
  Score: Raw -970177.553378 + Penalty 3035.202732 = -967142.350647
  nChanged 13
		SP:Iteration 40F (30433.760000 sec): 3 clusters
  Score: Raw -970180.803355 + Penalty 3035.202732 = -967145.600623
  nChanged 12
		SP:Iteration 41Q (30433.910000 sec): 3 clusters
  Score: Raw -970183.285183 + Penalty 3035.202732 = -967148.082451
  nChanged 16
		SP:Iteration 42Q (30434.090000 sec): 3 clusters
  Score: Raw -970185.465307 + Penalty 3035.202732 = -967150.262575
  nChanged 4
		SP:Iteration 43Q (30434.240000 sec): 3 clusters
  Score: Raw -970186.045390 + Penalty 3035.202732 = -967150.842659
  nChanged 5
		SP:Iteration 44Q (30434.410000 sec): 3 clusters
  Score: Raw -970186.764366 + Penalty 3035.202732 = -967151.561634
  nChanged 3
		SP:Iteration 45Q (30434.570000 sec): 3 clusters
  Score: Raw -970187.313640 + Penalty 3035.202732 = -967152.110908
  nChanged 4
		SP:Iteration 46Q (30434.740000 sec): 3 clusters
  Score: Raw -970187.896965 + Penalty 3035.202732 = -967152.694234
  nChanged 2
		SP:Iteration 47Q (30434.890000 sec): 3 clusters
  Score: Raw -970188.219171 + Penalty 3035.202732 = -967153.016440
  nChanged 1
		SP:Iteration 48Q (30435.060000 sec): 3 clusters
  Score: Raw -970188.274276 + Penalty 3035.202732 = -967153.071545
  nChanged 0
		SP:Iteration 49F (30435.220000 sec): 3 clusters
  Score: Raw -970188.274276 + Penalty 3035.202732 = -967153.071545
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 21 (51076 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (30435.640000 sec): 2 clusters
  Score: Raw -4621789.488265 + Penalty 1761.673875 = -4620027.814390
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (30436.160000 sec): 3 clusters
  Score: Raw -4589361.361613 + Penalty 3523.347750 = -4585838.013863
  nChanged 23975
		SP:Iteration 1F (30436.710000 sec): 3 clusters
  Score: Raw -4602960.632344 + Penalty 3523.347750 = -4599437.284595
  nChanged 2130
		SP:Iteration 2Q (30437.290000 sec): 3 clusters
  Score: Raw -4603614.394863 + Penalty 3523.347750 = -4600091.047114
  nChanged 2198
		SP:Iteration 3Q (30437.870000 sec): 3 clusters
  Score: Raw -4604371.876391 + Penalty 3523.347750 = -4600848.528641
  nChanged 2395
		SP:Iteration 4Q (30438.450000 sec): 3 clusters
  Score: Raw -4605318.959448 + Penalty 3523.347750 = -4601795.611699
  nChanged 2562
		SP:Iteration 5F (30439.000000 sec): 3 clusters
  Score: Raw -4606503.578563 + Penalty 3523.347750 = -4602980.230813
  nChanged 2851
		SP:Iteration 6F (30439.500000 sec): 3 clusters
  Score: Raw -4608116.367679 + Penalty 3523.347750 = -4604593.019929
  nChanged 2995
		SP:Iteration 7F (30440.050000 sec): 3 clusters
  Score: Raw -4610014.850259 + Penalty 3523.347750 = -4606491.502509
  nChanged 2977
		SP:Iteration 8F (30440.600000 sec): 3 clusters
  Score: Raw -4612039.114738 + Penalty 3523.347750 = -4608515.766989
  nChanged 2677
		SP:Iteration 9F (30441.110000 sec): 3 clusters
  Score: Raw -4613915.507159 + Penalty 3523.347750 = -4610392.159410
  nChanged 2236
		SP:Iteration 10Q (30441.680000 sec): 3 clusters
  Score: Raw -4615437.470814 + Penalty 3523.347750 = -4611914.123065
  nChanged 1874
		SP:Iteration 11Q (30442.250000 sec): 3 clusters
  Score: Raw -4616620.332531 + Penalty 3523.347750 = -4613096.984782
  nChanged 1396
		SP:Iteration 12Q (30442.800000 sec): 3 clusters
  Score: Raw -4617452.373616 + Penalty 3523.347750 = -4613929.025866
  nChanged 1096
		SP:Iteration 13Q (30443.300000 sec): 3 clusters
  Score: Raw -4618075.251311 + Penalty 3523.347750 = -4614551.903562
  nChanged 921
		SP:Iteration 14Q (30443.840000 sec): 3 clusters
  Score: Raw -4618583.358149 + Penalty 3523.347750 = -4615060.010400
  nChanged 818
		SP:Iteration 15Q (30444.330000 sec): 3 clusters
  Score: Raw -4618987.393764 + Penalty 3523.347750 = -4615464.046015
  nChanged 737
		SP:Iteration 16Q (30444.870000 sec): 3 clusters
  Score: Raw -4619308.367717 + Penalty 3523.347750 = -4615785.019967
  nChanged 643
		SP:Iteration 17Q (30445.350000 sec): 3 clusters
  Score: Raw -4619543.818749 + Penalty 3523.347750 = -4616020.471000
  nChanged 572
		SP:Iteration 18Q (30445.870000 sec): 3 clusters
  Score: Raw -4619741.549824 + Penalty 3523.347750 = -4616218.202075
  nChanged 524
		SP:Iteration 19Q (30446.380000 sec): 3 clusters
  Score: Raw -4619928.163300 + Penalty 3523.347750 = -4616404.815551
  nChanged 490
		SP:Iteration 20F (30446.880000 sec): 3 clusters
  Score: Raw -4620137.235924 + Penalty 3523.347750 = -4616613.888174
  nChanged 476
		SP:Iteration 21Q (30447.410000 sec): 3 clusters
  Score: Raw -4620373.102204 + Penalty 3523.347750 = -4616849.754454
  nChanged 481
		SP:Iteration 22Q (30447.890000 sec): 3 clusters
  Score: Raw -4620651.799978 + Penalty 3523.347750 = -4617128.452229
  nChanged 498
		SP:Iteration 23Q (30448.410000 sec): 3 clusters
  Score: Raw -4620929.934739 + Penalty 3523.347750 = -4617406.586989
  nChanged 450
		SP:Iteration 24Q (30448.910000 sec): 3 clusters
  Score: Raw -4621168.393187 + Penalty 3523.347750 = -4617645.045437
  nChanged 391
		SP:Iteration 25Q (30449.380000 sec): 3 clusters
  Score: Raw -4621334.030884 + Penalty 3523.347750 = -4617810.683134
  nChanged 312
		SP:Iteration 26Q (30449.900000 sec): 3 clusters
  Score: Raw -4621421.303917 + Penalty 3523.347750 = -4617897.956167
  nChanged 242
		SP:Iteration 27Q (30450.400000 sec): 3 clusters
  Score: Raw -4621477.542317 + Penalty 3523.347750 = -4617954.194567
  nChanged 190
		SP:Iteration 28Q (30450.870000 sec): 3 clusters
  Score: Raw -4621513.811912 + Penalty 3523.347750 = -4617990.464162
  nChanged 170
		SP:Iteration 29Q (30451.390000 sec): 3 clusters
  Score: Raw -4621541.131167 + Penalty 3523.347750 = -4618017.783417
  nChanged 120
		SP:Iteration 30Q (30451.890000 sec): 3 clusters
  Score: Raw -4621557.599732 + Penalty 3523.347750 = -4618034.251982
  nChanged 110
		SP:Iteration 31Q (30452.360000 sec): 3 clusters
  Score: Raw -4621572.009642 + Penalty 3523.347750 = -4618048.661893
  nChanged 100
		SP:Iteration 32Q (30452.870000 sec): 3 clusters
  Score: Raw -4621582.064451 + Penalty 3523.347750 = -4618058.716701
  nChanged 82
		SP:Iteration 33Q (30453.370000 sec): 3 clusters
  Score: Raw -4621589.846907 + Penalty 3523.347750 = -4618066.499158
  nChanged 54
		SP:Iteration 34Q (30453.840000 sec): 3 clusters
  Score: Raw -4621594.016788 + Penalty 3523.347750 = -4618070.669038
  nChanged 37
		SP:Iteration 35Q (30454.360000 sec): 3 clusters
  Score: Raw -4621596.611091 + Penalty 3523.347750 = -4618073.263341
  nChanged 35
		SP:Iteration 36Q (30454.860000 sec): 3 clusters
  Score: Raw -4621599.297109 + Penalty 3523.347750 = -4618075.949359
  nChanged 45
		SP:Iteration 37Q (30455.330000 sec): 3 clusters
  Score: Raw -4621602.979929 + Penalty 3523.347750 = -4618079.632180
  nChanged 39
		SP:Iteration 38Q (30455.850000 sec): 3 clusters
  Score: Raw -4621605.766682 + Penalty 3523.347750 = -4618082.418932
  nChanged 28
		SP:Iteration 39Q (30456.340000 sec): 3 clusters
  Score: Raw -4621607.923915 + Penalty 3523.347750 = -4618084.576165
  nChanged 23
		SP:Iteration 40F (30456.840000 sec): 3 clusters
  Score: Raw -4621609.913269 + Penalty 3523.347750 = -4618086.565520
  nChanged 27
		SP:Iteration 41Q (30457.360000 sec): 3 clusters
  Score: Raw -4621612.565025 + Penalty 3523.347750 = -4618089.217275
  nChanged 30
		SP:Iteration 42Q (30457.830000 sec): 3 clusters
  Score: Raw -4621614.647391 + Penalty 3523.347750 = -4618091.299641
  nChanged 19
		SP:Iteration 43Q (30458.300000 sec): 3 clusters
  Score: Raw -4621615.523533 + Penalty 3523.347750 = -4618092.175784
  nChanged 15
		SP:Iteration 44Q (30458.770000 sec): 3 clusters
  Score: Raw -4621616.069038 + Penalty 3523.347750 = -4618092.721289
  nChanged 14
		SP:Iteration 45Q (30459.290000 sec): 3 clusters
  Score: Raw -4621616.927687 + Penalty 3523.347750 = -4618093.579937
  nChanged 17
		SP:Iteration 46Q (30459.790000 sec): 3 clusters
  Score: Raw -4621618.092275 + Penalty 3523.347750 = -4618094.744526
  nChanged 12
		SP:Iteration 47Q (30460.260000 sec): 3 clusters
  Score: Raw -4621618.772583 + Penalty 3523.347750 = -4618095.424834
  nChanged 10
		SP:Iteration 48Q (30460.780000 sec): 3 clusters
  Score: Raw -4621619.195254 + Penalty 3523.347750 = -4618095.847504
  nChanged 5
		SP:Iteration 49Q (30461.270000 sec): 3 clusters
  Score: Raw -4621619.445297 + Penalty 3523.347750 = -4618096.097547
  nChanged 6
		SP:Iteration 50Q (30461.740000 sec): 3 clusters
  Score: Raw -4621619.787114 + Penalty 3523.347750 = -4618096.439364
  nChanged 7
		SP:Iteration 51Q (30462.250000 sec): 3 clusters
  Score: Raw -4621620.169838 + Penalty 3523.347750 = -4618096.822088
  nChanged 10
		SP:Iteration 52Q (30462.740000 sec): 3 clusters
  Score: Raw -4621620.743612 + Penalty 3523.347750 = -4618097.395863
  nChanged 5
		SP:Iteration 53Q (30463.210000 sec): 3 clusters
  Score: Raw -4621620.960828 + Penalty 3523.347750 = -4618097.613079
  nChanged 4
		SP:Iteration 54Q (30463.680000 sec): 3 clusters
  Score: Raw -4621621.195536 + Penalty 3523.347750 = -4618097.847787
  nChanged 4
		SP:Iteration 55Q (30464.200000 sec): 3 clusters
  Score: Raw -4621621.297923 + Penalty 3523.347750 = -4618097.950173
  nChanged 2
		SP:Iteration 56Q (30464.690000 sec): 3 clusters
  Score: Raw -4621621.349081 + Penalty 3523.347750 = -4618098.001332
  nChanged 3
		SP:Iteration 57Q (30465.170000 sec): 3 clusters
  Score: Raw -4621621.449762 + Penalty 3523.347750 = -4618098.102012
  nChanged 3
		SP:Iteration 58Q (30465.690000 sec): 3 clusters
  Score: Raw -4621621.533357 + Penalty 3523.347750 = -4618098.185607
  nChanged 2
		SP:Iteration 59Q (30466.180000 sec): 3 clusters
  Score: Raw -4621621.552750 + Penalty 3523.347750 = -4618098.205001
  nChanged 0
		SP:Iteration 60F (30466.680000 sec): 3 clusters
  Score: Raw -4621621.552750 + Penalty 3523.347750 = -4618098.205001
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 22 (2720 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (30466.730000 sec): 2 clusters
  Score: Raw -211783.930947 + Penalty 1285.112913 = -210498.818034
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (30466.810000 sec): 3 clusters
  Score: Raw -210598.240779 + Penalty 2570.225827 = -208028.014952
  nChanged 1025
		SP:Iteration 1F (30466.860000 sec): 3 clusters
  Score: Raw -211483.243671 + Penalty 2570.225827 = -208913.017844
  nChanged 274
		SP:Iteration 2F (30466.910000 sec): 3 clusters
  Score: Raw -211727.311973 + Penalty 2570.225827 = -209157.086146
  nChanged 162
		SP:Iteration 3F (30466.960000 sec): 3 clusters
  Score: Raw -211864.781729 + Penalty 2570.225827 = -209294.555902
  nChanged 118
		SP:Iteration 4Q (30467.010000 sec): 3 clusters
  Score: Raw -211956.430842 + Penalty 2570.225827 = -209386.205015
  nChanged 95
		SP:Iteration 5Q (30467.070000 sec): 3 clusters
  Score: Raw -212027.656583 + Penalty 2570.225827 = -209457.430756
  nChanged 79
		SP:Iteration 6Q (30467.120000 sec): 3 clusters
  Score: Raw -212079.744045 + Penalty 2570.225827 = -209509.518218
  nChanged 63
		SP:Iteration 7Q (30467.170000 sec): 3 clusters
  Score: Raw -212117.609859 + Penalty 2570.225827 = -209547.384032
  nChanged 52
		SP:Iteration 8Q (30467.220000 sec): 3 clusters
  Score: Raw -212145.938458 + Penalty 2570.225827 = -209575.712631
  nChanged 39
		SP:Iteration 9Q (30467.270000 sec): 3 clusters
  Score: Raw -212169.723032 + Penalty 2570.225827 = -209599.497205
  nChanged 44
		SP:Iteration 10Q (30467.330000 sec): 3 clusters
  Score: Raw -212193.093669 + Penalty 2570.225827 = -209622.867842
  nChanged 30
		SP:Iteration 11Q (30467.380000 sec): 3 clusters
  Score: Raw -212212.245164 + Penalty 2570.225827 = -209642.019337
  nChanged 27
		SP:Iteration 12Q (30467.430000 sec): 3 clusters
  Score: Raw -212227.148239 + Penalty 2570.225827 = -209656.922412
  nChanged 31
		SP:Iteration 13Q (30467.480000 sec): 3 clusters
  Score: Raw -212243.372710 + Penalty 2570.225827 = -209673.146884
  nChanged 25
		SP:Iteration 14Q (30467.530000 sec): 3 clusters
  Score: Raw -212259.132247 + Penalty 2570.225827 = -209688.906420
  nChanged 35
		SP:Iteration 15Q (30467.590000 sec): 3 clusters
  Score: Raw -212279.262825 + Penalty 2570.225827 = -209709.036998
  nChanged 32
		SP:Iteration 16Q (30467.640000 sec): 3 clusters
  Score: Raw -212296.763826 + Penalty 2570.225827 = -209726.538000
  nChanged 26
		SP:Iteration 17Q (30467.690000 sec): 3 clusters
  Score: Raw -212312.241680 + Penalty 2570.225827 = -209742.015854
  nChanged 28
		SP:Iteration 18Q (30467.740000 sec): 3 clusters
  Score: Raw -212328.991397 + Penalty 2570.225827 = -209758.765571
  nChanged 29
		SP:Iteration 19Q (30467.790000 sec): 3 clusters
  Score: Raw -212353.961322 + Penalty 2570.225827 = -209783.735495
  nChanged 31
		SP:Iteration 20F (30467.850000 sec): 3 clusters
  Score: Raw -212374.863258 + Penalty 2570.225827 = -209804.637431
  nChanged 31
		SP:Iteration 21Q (30467.900000 sec): 3 clusters
  Score: Raw -212392.670851 + Penalty 2570.225827 = -209822.445025
  nChanged 25
		SP:Iteration 22Q (30467.950000 sec): 3 clusters
  Score: Raw -212410.244561 + Penalty 2570.225827 = -209840.018734
  nChanged 18
		SP:Iteration 23Q (30468.000000 sec): 3 clusters
  Score: Raw -212419.204377 + Penalty 2570.225827 = -209848.978551
  nChanged 18
		SP:Iteration 24Q (30468.050000 sec): 3 clusters
  Score: Raw -212428.294854 + Penalty 2570.225827 = -209858.069027
  nChanged 12
		SP:Iteration 25Q (30468.110000 sec): 3 clusters
  Score: Raw -212432.829169 + Penalty 2570.225827 = -209862.603342
  nChanged 10
		SP:Iteration 26Q (30468.160000 sec): 3 clusters
  Score: Raw -212436.307509 + Penalty 2570.225827 = -209866.081682
  nChanged 7
		SP:Iteration 27Q (30468.210000 sec): 3 clusters
  Score: Raw -212438.984995 + Penalty 2570.225827 = -209868.759168
  nChanged 4
		SP:Iteration 28Q (30468.260000 sec): 3 clusters
  Score: Raw -212439.755672 + Penalty 2570.225827 = -209869.529845
  nChanged 2
		SP:Iteration 29Q (30468.310000 sec): 3 clusters
  Score: Raw -212440.195875 + Penalty 2570.225827 = -209869.970048
  nChanged 1
		SP:Iteration 30Q (30468.370000 sec): 3 clusters
  Score: Raw -212440.733623 + Penalty 2570.225827 = -209870.507796
  nChanged 4
		SP:Iteration 31Q (30468.420000 sec): 3 clusters
  Score: Raw -212441.912024 + Penalty 2570.225827 = -209871.686197
  nChanged 3
		SP:Iteration 32Q (30468.470000 sec): 3 clusters
  Score: Raw -212443.006144 + Penalty 2570.225827 = -209872.780317
  nChanged 1
		SP:Iteration 33Q (30468.520000 sec): 3 clusters
  Score: Raw -212443.186487 + Penalty 2570.225827 = -209872.960661
  nChanged 1
		SP:Iteration 34Q (30468.570000 sec): 3 clusters
  Score: Raw -212443.293180 + Penalty 2570.225827 = -209873.067353
  nChanged 0
		SP:Iteration 35F (30468.630000 sec): 3 clusters
  Score: Raw -212443.293180 + Penalty 2570.225827 = -209873.067353
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 23 (4161 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (30468.700000 sec): 2 clusters
  Score: Raw -352051.003411 + Penalty 1354.195490 = -350696.807920
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (30468.780000 sec): 3 clusters
  Score: Raw -349926.339534 + Penalty 2708.390980 = -347217.948554
  nChanged 1635
		SP:Iteration 1F (30468.860000 sec): 3 clusters
  Score: Raw -350849.212440 + Penalty 2708.390980 = -348140.821459
  nChanged 334
		SP:Iteration 2F (30468.940000 sec): 3 clusters
  Score: Raw -351054.590380 + Penalty 2708.390980 = -348346.199399
  nChanged 281
		SP:Iteration 3F (30469.020000 sec): 3 clusters
  Score: Raw -351246.416496 + Penalty 2708.390980 = -348538.025515
  nChanged 226
		SP:Iteration 4F (30469.090000 sec): 3 clusters
  Score: Raw -351398.796615 + Penalty 2708.390980 = -348690.405634
  nChanged 216
		SP:Iteration 5F (30469.170000 sec): 3 clusters
  Score: Raw -351554.218833 + Penalty 2708.390980 = -348845.827853
  nChanged 204
		SP:Iteration 6Q (30469.250000 sec): 3 clusters
  Score: Raw -351704.652342 + Penalty 2708.390980 = -348996.261362
  nChanged 168
		SP:Iteration 7Q (30469.330000 sec): 3 clusters
  Score: Raw -351822.707064 + Penalty 2708.390980 = -349114.316083
  nChanged 123
		SP:Iteration 8Q (30469.410000 sec): 3 clusters
  Score: Raw -351918.198208 + Penalty 2708.390980 = -349209.807227
  nChanged 126
		SP:Iteration 9Q (30469.490000 sec): 3 clusters
  Score: Raw -352022.503936 + Penalty 2708.390980 = -349314.112956
  nChanged 95
		SP:Iteration 10Q (30469.570000 sec): 3 clusters
  Score: Raw -352090.007279 + Penalty 2708.390980 = -349381.616299
  nChanged 65
		SP:Iteration 11Q (30469.650000 sec): 3 clusters
  Score: Raw -352135.778243 + Penalty 2708.390980 = -349427.387263
  nChanged 43
		SP:Iteration 12Q (30469.730000 sec): 3 clusters
  Score: Raw -352166.991632 + Penalty 2708.390980 = -349458.600652
  nChanged 39
		SP:Iteration 13Q (30469.810000 sec): 3 clusters
  Score: Raw -352194.975811 + Penalty 2708.390980 = -349486.584830
  nChanged 20
		SP:Iteration 14Q (30469.890000 sec): 3 clusters
  Score: Raw -352209.613656 + Penalty 2708.390980 = -349501.222675
  nChanged 20
		SP:Iteration 15Q (30469.960000 sec): 3 clusters
  Score: Raw -352224.552576 + Penalty 2708.390980 = -349516.161596
  nChanged 21
		SP:Iteration 16Q (30470.040000 sec): 3 clusters
  Score: Raw -352237.160442 + Penalty 2708.390980 = -349528.769462
  nChanged 14
		SP:Iteration 17Q (30470.120000 sec): 3 clusters
  Score: Raw -352244.691070 + Penalty 2708.390980 = -349536.300089
  nChanged 12
		SP:Iteration 18Q (30470.190000 sec): 3 clusters
  Score: Raw -352254.510343 + Penalty 2708.390980 = -349546.119363
  nChanged 6
		SP:Iteration 19Q (30470.270000 sec): 3 clusters
  Score: Raw -352261.684334 + Penalty 2708.390980 = -349553.293354
  nChanged 11
		SP:Iteration 20F (30470.350000 sec): 3 clusters
  Score: Raw -352278.455778 + Penalty 2708.390980 = -349570.064797
  nChanged 16
		SP:Iteration 21Q (30470.430000 sec): 3 clusters
  Score: Raw -352294.891113 + Penalty 2708.390980 = -349586.500132
  nChanged 11
		SP:Iteration 22Q (30470.510000 sec): 3 clusters
  Score: Raw -352304.323707 + Penalty 2708.390980 = -349595.932727
  nChanged 6
		SP:Iteration 23Q (30470.590000 sec): 3 clusters
  Score: Raw -352307.581817 + Penalty 2708.390980 = -349599.190837
  nChanged 3
		SP:Iteration 24Q (30470.660000 sec): 3 clusters
  Score: Raw -352310.111489 + Penalty 2708.390980 = -349601.720509
  nChanged 1
		SP:Iteration 25Q (30470.740000 sec): 3 clusters
  Score: Raw -352310.457730 + Penalty 2708.390980 = -349602.066750
  nChanged 1
		SP:Iteration 26Q (30470.810000 sec): 3 clusters
  Score: Raw -352310.751721 + Penalty 2708.390980 = -349602.360741
  nChanged 0
		SP:Iteration 27F (30470.890000 sec): 3 clusters
  Score: Raw -352310.751721 + Penalty 2708.390980 = -349602.360741
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 24 (33197 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (30471.150000 sec): 2 clusters
  Score: Raw -3035313.452569 + Penalty 1691.659903 = -3033621.792666
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (30471.570000 sec): 3 clusters
  Score: Raw -3014610.939923 + Penalty 3383.319807 = -3011227.620116
  nChanged 15332
		SP:Iteration 1F (30471.930000 sec): 3 clusters
  Score: Raw -3023083.368452 + Penalty 3383.319807 = -3019700.048646
  nChanged 1334
		SP:Iteration 2Q (30472.340000 sec): 3 clusters
  Score: Raw -3023485.536096 + Penalty 3383.319807 = -3020102.216289
  nChanged 1351
		SP:Iteration 3Q (30472.720000 sec): 3 clusters
  Score: Raw -3023937.597251 + Penalty 3383.319807 = -3020554.277444
  nChanged 1315
		SP:Iteration 4Q (30473.150000 sec): 3 clusters
  Score: Raw -3024389.153770 + Penalty 3383.319807 = -3021005.833963
  nChanged 1281
		SP:Iteration 5Q (30473.570000 sec): 3 clusters
  Score: Raw -3024905.866457 + Penalty 3383.319807 = -3021522.546650
  nChanged 1453
		SP:Iteration 6Q (30473.950000 sec): 3 clusters
  Score: Raw -3025631.369794 + Penalty 3383.319807 = -3022248.049987
  nChanged 1652
		SP:Iteration 7Q (30474.370000 sec): 3 clusters
  Score: Raw -3026697.210107 + Penalty 3383.319807 = -3023313.890300
  nChanged 1923
		SP:Iteration 8F (30474.780000 sec): 3 clusters
  Score: Raw -3028172.010561 + Penalty 3383.319807 = -3024788.690754
  nChanged 2092
		SP:Iteration 9F (30475.160000 sec): 3 clusters
  Score: Raw -3029996.801156 + Penalty 3383.319807 = -3026613.481350
  nChanged 1988
		SP:Iteration 10F (30475.570000 sec): 3 clusters
  Score: Raw -3031850.167347 + Penalty 3383.319807 = -3028466.847541
  nChanged 1678
		SP:Iteration 11F (30475.920000 sec): 3 clusters
  Score: Raw -3033475.341666 + Penalty 3383.319807 = -3030092.021859
  nChanged 1331
		SP:Iteration 12Q (30476.290000 sec): 3 clusters
  Score: Raw -3034688.936837 + Penalty 3383.319807 = -3031305.617031
  nChanged 901
		SP:Iteration 13Q (30476.700000 sec): 3 clusters
  Score: Raw -3035421.792637 + Penalty 3383.319807 = -3032038.472830
  nChanged 557
		SP:Iteration 14Q (30477.070000 sec): 3 clusters
  Score: Raw -3035788.043764 + Penalty 3383.319807 = -3032404.723957
  nChanged 359
		SP:Iteration 15Q (30477.480000 sec): 3 clusters
  Score: Raw -3035967.377606 + Penalty 3383.319807 = -3032584.057800
  nChanged 232
		SP:Iteration 16Q (30477.860000 sec): 3 clusters
  Score: Raw -3036074.073240 + Penalty 3383.319807 = -3032690.753433
  nChanged 180
		SP:Iteration 17Q (30478.270000 sec): 3 clusters
  Score: Raw -3036154.383220 + Penalty 3383.319807 = -3032771.063414
  nChanged 131
		SP:Iteration 18Q (30478.640000 sec): 3 clusters
  Score: Raw -3036207.875751 + Penalty 3383.319807 = -3032824.555944
  nChanged 101
		SP:Iteration 19Q (30479.040000 sec): 3 clusters
  Score: Raw -3036243.878407 + Penalty 3383.319807 = -3032860.558600
  nChanged 66
		SP:Iteration 20F (30479.400000 sec): 3 clusters
  Score: Raw -3036265.758801 + Penalty 3383.319807 = -3032882.438994
  nChanged 44
		SP:Iteration 21Q (30479.810000 sec): 3 clusters
  Score: Raw -3036279.128478 + Penalty 3383.319807 = -3032895.808671
  nChanged 33
		SP:Iteration 22Q (30480.190000 sec): 3 clusters
  Score: Raw -3036288.544577 + Penalty 3383.319807 = -3032905.224771
  nChanged 26
		SP:Iteration 23Q (30480.610000 sec): 3 clusters
  Score: Raw -3036293.205392 + Penalty 3383.319807 = -3032909.885586
  nChanged 13
		SP:Iteration 24Q (30480.990000 sec): 3 clusters
  Score: Raw -3036295.434545 + Penalty 3383.319807 = -3032912.114738
  nChanged 11
		SP:Iteration 25Q (30481.390000 sec): 3 clusters
  Score: Raw -3036297.828799 + Penalty 3383.319807 = -3032914.508992
  nChanged 11
		SP:Iteration 26Q (30481.760000 sec): 3 clusters
  Score: Raw -3036299.648457 + Penalty 3383.319807 = -3032916.328650
  nChanged 8
		SP:Iteration 27Q (30482.180000 sec): 3 clusters
  Score: Raw -3036301.326797 + Penalty 3383.319807 = -3032918.006990
  nChanged 9
		SP:Iteration 28Q (30482.610000 sec): 3 clusters
  Score: Raw -3036302.955731 + Penalty 3383.319807 = -3032919.635924
  nChanged 7
		SP:Iteration 29Q (30482.980000 sec): 3 clusters
  Score: Raw -3036304.124237 + Penalty 3383.319807 = -3032920.804430
  nChanged 7
		SP:Iteration 30Q (30483.400000 sec): 3 clusters
  Score: Raw -3036305.438246 + Penalty 3383.319807 = -3032922.118439
  nChanged 11
		SP:Iteration 31Q (30483.770000 sec): 3 clusters
  Score: Raw -3036307.421515 + Penalty 3383.319807 = -3032924.101708
  nChanged 8
		SP:Iteration 32Q (30484.200000 sec): 3 clusters
  Score: Raw -3036308.905643 + Penalty 3383.319807 = -3032925.585837
  nChanged 10
		SP:Iteration 33Q (30484.570000 sec): 3 clusters
  Score: Raw -3036310.438211 + Penalty 3383.319807 = -3032927.118405
  nChanged 5
		SP:Iteration 34Q (30484.960000 sec): 3 clusters
  Score: Raw -3036311.326950 + Penalty 3383.319807 = -3032928.007144
  nChanged 7
		SP:Iteration 35Q (30485.340000 sec): 3 clusters
  Score: Raw -3036312.461152 + Penalty 3383.319807 = -3032929.141346
  nChanged 4
		SP:Iteration 36Q (30485.760000 sec): 3 clusters
  Score: Raw -3036312.899960 + Penalty 3383.319807 = -3032929.580153
  nChanged 3
		SP:Iteration 37Q (30486.180000 sec): 3 clusters
  Score: Raw -3036313.828839 + Penalty 3383.319807 = -3032930.509032
  nChanged 6
		SP:Iteration 38Q (30486.550000 sec): 3 clusters
  Score: Raw -3036315.472658 + Penalty 3383.319807 = -3032932.152851
  nChanged 7
		SP:Iteration 39Q (30486.980000 sec): 3 clusters
  Score: Raw -3036316.738805 + Penalty 3383.319807 = -3032933.418999
  nChanged 2
		SP:Iteration 40F (30487.330000 sec): 3 clusters
  Score: Raw -3036317.017487 + Penalty 3383.319807 = -3032933.697681
  nChanged 4
		SP:Iteration 41Q (30487.760000 sec): 3 clusters
  Score: Raw -3036317.642298 + Penalty 3383.319807 = -3032934.322491
  nChanged 5
		SP:Iteration 42Q (30488.130000 sec): 3 clusters
  Score: Raw -3036318.370786 + Penalty 3383.319807 = -3032935.050979
  nChanged 9
		SP:Iteration 43Q (30488.550000 sec): 3 clusters
  Score: Raw -3036320.167775 + Penalty 3383.319807 = -3032936.847968
  nChanged 8
		SP:Iteration 44Q (30488.930000 sec): 3 clusters
  Score: Raw -3036321.468535 + Penalty 3383.319807 = -3032938.148729
  nChanged 8
		SP:Iteration 45Q (30489.330000 sec): 3 clusters
  Score: Raw -3036323.026303 + Penalty 3383.319807 = -3032939.706497
  nChanged 6
		SP:Iteration 46Q (30489.700000 sec): 3 clusters
  Score: Raw -3036323.947264 + Penalty 3383.319807 = -3032940.627458
  nChanged 6
		SP:Iteration 47Q (30490.130000 sec): 3 clusters
  Score: Raw -3036324.727226 + Penalty 3383.319807 = -3032941.407419
  nChanged 3
		SP:Iteration 48Q (30490.550000 sec): 3 clusters
  Score: Raw -3036325.086217 + Penalty 3383.319807 = -3032941.766410
  nChanged 2
		SP:Iteration 49Q (30490.920000 sec): 3 clusters
  Score: Raw -3036325.460169 + Penalty 3383.319807 = -3032942.140363
  nChanged 3
		SP:Iteration 50Q (30491.340000 sec): 3 clusters
  Score: Raw -3036326.000585 + Penalty 3383.319807 = -3032942.680779
  nChanged 3
		SP:Iteration 51Q (30491.720000 sec): 3 clusters
  Score: Raw -3036326.481535 + Penalty 3383.319807 = -3032943.161729
  nChanged 4
		SP:Iteration 52Q (30492.140000 sec): 3 clusters
  Score: Raw -3036327.254645 + Penalty 3383.319807 = -3032943.934838
  nChanged 3
		SP:Iteration 53Q (30492.510000 sec): 3 clusters
  Score: Raw -3036327.641539 + Penalty 3383.319807 = -3032944.321732
  nChanged 2
		SP:Iteration 54Q (30492.910000 sec): 3 clusters
  Score: Raw -3036327.910184 + Penalty 3383.319807 = -3032944.590377
  nChanged 0
		SP:Iteration 55F (30493.270000 sec): 3 clusters
  Score: Raw -3036327.910184 + Penalty 3383.319807 = -3032944.590377
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 25 (1687 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (30493.330000 sec): 2 clusters
  Score: Raw -143660.067695 + Penalty 1207.489901 = -142452.577794
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (30493.370000 sec): 3 clusters
  Score: Raw -143049.175001 + Penalty 2414.979802 = -140634.195199
  nChanged 578
		SP:Iteration 1F (30493.400000 sec): 3 clusters
  Score: Raw -143612.218179 + Penalty 2414.979802 = -141197.238377
  nChanged 175
		SP:Iteration 2F (30493.440000 sec): 3 clusters
  Score: Raw -143894.057076 + Penalty 2414.979802 = -141479.077274
  nChanged 124
		SP:Iteration 3F (30493.470000 sec): 3 clusters
  Score: Raw -144049.699986 + Penalty 2414.979802 = -141634.720184
  nChanged 97
		SP:Iteration 4F (30493.510000 sec): 3 clusters
  Score: Raw -144163.157605 + Penalty 2414.979802 = -141748.177804
  nChanged 66
		SP:Iteration 5Q (30493.540000 sec): 3 clusters
  Score: Raw -144216.722206 + Penalty 2414.979802 = -141801.742405
  nChanged 36
		SP:Iteration 6Q (30493.570000 sec): 3 clusters
  Score: Raw -144239.661714 + Penalty 2414.979802 = -141824.681912
  nChanged 25
		SP:Iteration 7Q (30493.610000 sec): 3 clusters
  Score: Raw -144260.536370 + Penalty 2414.979802 = -141845.556568
  nChanged 25
		SP:Iteration 8Q (30493.640000 sec): 3 clusters
  Score: Raw -144278.496361 + Penalty 2414.979802 = -141863.516559
  nChanged 11
		SP:Iteration 9Q (30493.670000 sec): 3 clusters
  Score: Raw -144289.268020 + Penalty 2414.979802 = -141874.288218
  nChanged 9
		SP:Iteration 10Q (30493.700000 sec): 3 clusters
  Score: Raw -144295.992399 + Penalty 2414.979802 = -141881.012597
  nChanged 7
		SP:Iteration 11Q (30493.740000 sec): 3 clusters
  Score: Raw -144300.777601 + Penalty 2414.979802 = -141885.797799
  nChanged 5
		SP:Iteration 12Q (30493.810000 sec): 3 clusters
  Score: Raw -144306.973694 + Penalty 2414.979802 = -141891.993892
  nChanged 8
		SP:Iteration 13Q (30493.880000 sec): 3 clusters
  Score: Raw -144312.232541 + Penalty 2414.979802 = -141897.252740
  nChanged 7
		SP:Iteration 14Q (30493.940000 sec): 3 clusters
  Score: Raw -144322.653420 + Penalty 2414.979802 = -141907.673619
  nChanged 11
		SP:Iteration 15Q (30493.970000 sec): 3 clusters
  Score: Raw -144334.804888 + Penalty 2414.979802 = -141919.825086
  nChanged 12
		SP:Iteration 16Q (30494.010000 sec): 3 clusters
  Score: Raw -144340.981812 + Penalty 2414.979802 = -141926.002011
  nChanged 6
		SP:Iteration 17Q (30494.040000 sec): 3 clusters
  Score: Raw -144344.362140 + Penalty 2414.979802 = -141929.382338
  nChanged 4
		SP:Iteration 18Q (30494.070000 sec): 3 clusters
  Score: Raw -144347.417930 + Penalty 2414.979802 = -141932.438128
  nChanged 4
		SP:Iteration 19Q (30494.110000 sec): 3 clusters
  Score: Raw -144355.698204 + Penalty 2414.979802 = -141940.718402
  nChanged 4
		SP:Iteration 20F (30494.140000 sec): 3 clusters
  Score: Raw -144361.371371 + Penalty 2414.979802 = -141946.391569
  nChanged 6
		SP:Iteration 21Q (30494.170000 sec): 3 clusters
  Score: Raw -144364.696304 + Penalty 2414.979802 = -141949.716502
  nChanged 3
		SP:Iteration 22Q (30494.200000 sec): 3 clusters
  Score: Raw -144366.337682 + Penalty 2414.979802 = -141951.357881
  nChanged 3
		SP:Iteration 23Q (30494.240000 sec): 3 clusters
  Score: Raw -144368.284788 + Penalty 2414.979802 = -141953.304986
  nChanged 2
		SP:Iteration 24Q (30494.270000 sec): 3 clusters
  Score: Raw -144368.821079 + Penalty 2414.979802 = -141953.841277
  nChanged 0
		SP:Iteration 25F (30494.300000 sec): 3 clusters
  Score: Raw -144368.821079 + Penalty 2414.979802 = -141953.841277
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 26 (8587 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (30494.410000 sec): 2 clusters
  Score: Raw -780081.785038 + Penalty 1471.925765 = -778609.859273
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (30494.560000 sec): 3 clusters
  Score: Raw -775444.377409 + Penalty 2943.851531 = -772500.525878
  nChanged 3608
		SP:Iteration 1F (30494.710000 sec): 3 clusters
  Score: Raw -777508.017152 + Penalty 2943.851531 = -774564.165621
  nChanged 625
		SP:Iteration 2F (30494.840000 sec): 3 clusters
  Score: Raw -777847.565977 + Penalty 2943.851531 = -774903.714446
  nChanged 529
		SP:Iteration 3F (30494.970000 sec): 3 clusters
  Score: Raw -778125.618320 + Penalty 2943.851531 = -775181.766789
  nChanged 441
		SP:Iteration 4F (30495.100000 sec): 3 clusters
  Score: Raw -778346.476004 + Penalty 2943.851531 = -775402.624473
  nChanged 347
		SP:Iteration 5Q (30495.250000 sec): 3 clusters
  Score: Raw -778507.349570 + Penalty 2943.851531 = -775563.498039
  nChanged 308
		SP:Iteration 6Q (30495.390000 sec): 3 clusters
  Score: Raw -778659.794020 + Penalty 2943.851531 = -775715.942489
  nChanged 267
		SP:Iteration 7Q (30495.540000 sec): 3 clusters
  Score: Raw -778800.457614 + Penalty 2943.851531 = -775856.606083
  nChanged 274
		SP:Iteration 8Q (30495.680000 sec): 3 clusters
  Score: Raw -778939.310573 + Penalty 2943.851531 = -775995.459042
  nChanged 273
		SP:Iteration 9Q (30495.810000 sec): 3 clusters
  Score: Raw -779070.217690 + Penalty 2943.851531 = -776126.366159
  nChanged 240
		SP:Iteration 10Q (30495.950000 sec): 3 clusters
  Score: Raw -779186.022069 + Penalty 2943.851531 = -776242.170538
  nChanged 233
		SP:Iteration 11Q (30496.090000 sec): 3 clusters
  Score: Raw -779293.231480 + Penalty 2943.851531 = -776349.379949
  nChanged 208
		SP:Iteration 12Q (30496.230000 sec): 3 clusters
  Score: Raw -779385.236185 + Penalty 2943.851531 = -776441.384654
  nChanged 174
		SP:Iteration 13Q (30496.370000 sec): 3 clusters
  Score: Raw -779460.822649 + Penalty 2943.851531 = -776516.971118
  nChanged 151
		SP:Iteration 14Q (30496.510000 sec): 3 clusters
  Score: Raw -779531.722705 + Penalty 2943.851531 = -776587.871174
  nChanged 149
		SP:Iteration 15Q (30496.640000 sec): 3 clusters
  Score: Raw -779600.075742 + Penalty 2943.851531 = -776656.224211
  nChanged 140
		SP:Iteration 16Q (30496.770000 sec): 3 clusters
  Score: Raw -779658.610161 + Penalty 2943.851531 = -776714.758630
  nChanged 141
		SP:Iteration 17Q (30496.910000 sec): 3 clusters
  Score: Raw -779715.413906 + Penalty 2943.851531 = -776771.562375
  nChanged 125
		SP:Iteration 18Q (30497.050000 sec): 3 clusters
  Score: Raw -779766.638549 + Penalty 2943.851531 = -776822.787018
  nChanged 105
		SP:Iteration 19Q (30497.180000 sec): 3 clusters
  Score: Raw -779812.679038 + Penalty 2943.851531 = -776868.827507
  nChanged 107
		SP:Iteration 20F (30497.320000 sec): 3 clusters
  Score: Raw -779864.743280 + Penalty 2943.851531 = -776920.891749
  nChanged 119
		SP:Iteration 21Q (30497.460000 sec): 3 clusters
  Score: Raw -779931.053022 + Penalty 2943.851531 = -776987.201491
  nChanged 124
		SP:Iteration 22Q (30497.600000 sec): 3 clusters
  Score: Raw -780007.686147 + Penalty 2943.851531 = -777063.834616
  nChanged 114
		SP:Iteration 23Q (30497.720000 sec): 3 clusters
  Score: Raw -780073.043551 + Penalty 2943.851531 = -777129.192020
  nChanged 86
		SP:Iteration 24Q (30497.840000 sec): 3 clusters
  Score: Raw -780124.136476 + Penalty 2943.851531 = -777180.284945
  nChanged 72
		SP:Iteration 25Q (30497.970000 sec): 3 clusters
  Score: Raw -780160.306240 + Penalty 2943.851531 = -777216.454709
  nChanged 64
		SP:Iteration 26Q (30498.110000 sec): 3 clusters
  Score: Raw -780195.411480 + Penalty 2943.851531 = -777251.559949
  nChanged 66
		SP:Iteration 27Q (30498.240000 sec): 3 clusters
  Score: Raw -780231.905385 + Penalty 2943.851531 = -777288.053854
  nChanged 51
		SP:Iteration 28Q (30498.370000 sec): 3 clusters
  Score: Raw -780254.232010 + Penalty 2943.851531 = -777310.380479
  nChanged 40
		SP:Iteration 29Q (30498.500000 sec): 3 clusters
  Score: Raw -780268.714538 + Penalty 2943.851531 = -777324.863007
  nChanged 38
		SP:Iteration 30Q (30498.630000 sec): 3 clusters
  Score: Raw -780287.522397 + Penalty 2943.851531 = -777343.670866
  nChanged 39
		SP:Iteration 31Q (30498.760000 sec): 3 clusters
  Score: Raw -780307.022091 + Penalty 2943.851531 = -777363.170560
  nChanged 33
		SP:Iteration 32Q (30498.890000 sec): 3 clusters
  Score: Raw -780322.992951 + Penalty 2943.851531 = -777379.141420
  nChanged 22
		SP:Iteration 33Q (30499.020000 sec): 3 clusters
  Score: Raw -780333.181790 + Penalty 2943.851531 = -777389.330259
  nChanged 18
		SP:Iteration 34Q (30499.150000 sec): 3 clusters
  Score: Raw -780341.252212 + Penalty 2943.851531 = -777397.400682
  nChanged 18
		SP:Iteration 35Q (30499.270000 sec): 3 clusters
  Score: Raw -780349.331577 + Penalty 2943.851531 = -777405.480046
  nChanged 15
		SP:Iteration 36Q (30499.390000 sec): 3 clusters
  Score: Raw -780354.568049 + Penalty 2943.851531 = -777410.716518
  nChanged 15
		SP:Iteration 37Q (30499.500000 sec): 3 clusters
  Score: Raw -780362.033558 + Penalty 2943.851531 = -777418.182027
  nChanged 21
		SP:Iteration 38Q (30499.630000 sec): 3 clusters
  Score: Raw -780374.162526 + Penalty 2943.851531 = -777430.310995
  nChanged 18
		SP:Iteration 39Q (30499.750000 sec): 3 clusters
  Score: Raw -780385.117459 + Penalty 2943.851531 = -777441.265928
  nChanged 18
		SP:Iteration 40F (30499.890000 sec): 3 clusters
  Score: Raw -780392.584016 + Penalty 2943.851531 = -777448.732485
  nChanged 15
		SP:Iteration 41Q (30500.030000 sec): 3 clusters
  Score: Raw -780398.971774 + Penalty 2943.851531 = -777455.120243
  nChanged 16
		SP:Iteration 42Q (30500.150000 sec): 3 clusters
  Score: Raw -780404.429838 + Penalty 2943.851531 = -777460.578307
  nChanged 11
		SP:Iteration 43Q (30500.280000 sec): 3 clusters
  Score: Raw -780407.836325 + Penalty 2943.851531 = -777463.984794
  nChanged 6
		SP:Iteration 44Q (30500.410000 sec): 3 clusters
  Score: Raw -780410.510686 + Penalty 2943.851531 = -777466.659155
  nChanged 3
		SP:Iteration 45Q (30500.540000 sec): 3 clusters
  Score: Raw -780411.624313 + Penalty 2943.851531 = -777467.772782
  nChanged 2
		SP:Iteration 46Q (30500.670000 sec): 3 clusters
  Score: Raw -780413.042938 + Penalty 2943.851531 = -777469.191407
  nChanged 4
		SP:Iteration 47Q (30500.800000 sec): 3 clusters
  Score: Raw -780414.293224 + Penalty 2943.851531 = -777470.441693
  nChanged 1
		SP:Iteration 48Q (30500.930000 sec): 3 clusters
  Score: Raw -780414.643274 + Penalty 2943.851531 = -777470.791743
  nChanged 3
		SP:Iteration 49Q (30501.050000 sec): 3 clusters
  Score: Raw -780415.927259 + Penalty 2943.851531 = -777472.075728
  nChanged 2
		SP:Iteration 50Q (30501.190000 sec): 3 clusters
  Score: Raw -780417.064498 + Penalty 2943.851531 = -777473.212967
  nChanged 2
		SP:Iteration 51Q (30501.310000 sec): 3 clusters
  Score: Raw -780417.709022 + Penalty 2943.851531 = -777473.857491
  nChanged 1
		SP:Iteration 52Q (30501.420000 sec): 3 clusters
  Score: Raw -780417.866895 + Penalty 2943.851531 = -777474.015364
  nChanged 0
		SP:Iteration 53F (30501.550000 sec): 3 clusters
  Score: Raw -780417.866895 + Penalty 2943.851531 = -777474.015364
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 27 (2799 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (30501.630000 sec): 2 clusters
  Score: Raw -261981.442789 + Penalty 1289.765342 = -260691.677447
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (30501.690000 sec): 3 clusters
  Score: Raw -260614.177794 + Penalty 2579.530684 = -258034.647110
  nChanged 1081
		SP:Iteration 1F (30501.750000 sec): 3 clusters
  Score: Raw -261240.520790 + Penalty 2579.530684 = -258660.990105
  nChanged 197
		SP:Iteration 2F (30501.810000 sec): 3 clusters
  Score: Raw -261360.525994 + Penalty 2579.530684 = -258780.995310
  nChanged 133
		SP:Iteration 3Q (30501.870000 sec): 3 clusters
  Score: Raw -261447.068360 + Penalty 2579.530684 = -258867.537676
  nChanged 112
		SP:Iteration 4Q (30501.920000 sec): 3 clusters
  Score: Raw -261521.287117 + Penalty 2579.530684 = -258941.756433
  nChanged 89
		SP:Iteration 5Q (30501.980000 sec): 3 clusters
  Score: Raw -261584.390093 + Penalty 2579.530684 = -259004.859409
  nChanged 77
		SP:Iteration 6Q (30502.030000 sec): 3 clusters
  Score: Raw -261637.626052 + Penalty 2579.530684 = -259058.095368
  nChanged 74
		SP:Iteration 7Q (30502.090000 sec): 3 clusters
  Score: Raw -261690.245260 + Penalty 2579.530684 = -259110.714576
  nChanged 61
		SP:Iteration 8Q (30502.140000 sec): 3 clusters
  Score: Raw -261736.940931 + Penalty 2579.530684 = -259157.410247
  nChanged 53
		SP:Iteration 9Q (30502.200000 sec): 3 clusters
  Score: Raw -261775.160806 + Penalty 2579.530684 = -259195.630122
  nChanged 57
		SP:Iteration 10Q (30502.250000 sec): 3 clusters
  Score: Raw -261811.798492 + Penalty 2579.530684 = -259232.267808
  nChanged 50
		SP:Iteration 11Q (30502.300000 sec): 3 clusters
  Score: Raw -261842.442638 + Penalty 2579.530684 = -259262.911954
  nChanged 45
		SP:Iteration 12Q (30502.360000 sec): 3 clusters
  Score: Raw -261864.067420 + Penalty 2579.530684 = -259284.536736
  nChanged 34
		SP:Iteration 13Q (30502.420000 sec): 3 clusters
  Score: Raw -261878.394207 + Penalty 2579.530684 = -259298.863523
  nChanged 26
		SP:Iteration 14Q (30502.470000 sec): 3 clusters
  Score: Raw -261894.489873 + Penalty 2579.530684 = -259314.959189
  nChanged 28
		SP:Iteration 15Q (30502.520000 sec): 3 clusters
  Score: Raw -261909.715146 + Penalty 2579.530684 = -259330.184462
  nChanged 24
		SP:Iteration 16Q (30502.580000 sec): 3 clusters
  Score: Raw -261922.452406 + Penalty 2579.530684 = -259342.921722
  nChanged 20
		SP:Iteration 17Q (30502.630000 sec): 3 clusters
  Score: Raw -261934.740114 + Penalty 2579.530684 = -259355.209430
  nChanged 17
		SP:Iteration 18Q (30502.680000 sec): 3 clusters
  Score: Raw -261943.375233 + Penalty 2579.530684 = -259363.844549
  nChanged 18
		SP:Iteration 19Q (30502.740000 sec): 3 clusters
  Score: Raw -261950.375858 + Penalty 2579.530684 = -259370.845174
  nChanged 16
		SP:Iteration 20F (30502.790000 sec): 3 clusters
  Score: Raw -261958.022797 + Penalty 2579.530684 = -259378.492113
  nChanged 12
		SP:Iteration 21Q (30502.850000 sec): 3 clusters
  Score: Raw -261962.782657 + Penalty 2579.530684 = -259383.251973
  nChanged 6
		SP:Iteration 22Q (30502.900000 sec): 3 clusters
  Score: Raw -261964.126101 + Penalty 2579.530684 = -259384.595417
  nChanged 6
		SP:Iteration 23Q (30502.960000 sec): 3 clusters
  Score: Raw -261965.934000 + Penalty 2579.530684 = -259386.403315
  nChanged 5
		SP:Iteration 24Q (30503.010000 sec): 3 clusters
  Score: Raw -261967.229601 + Penalty 2579.530684 = -259387.698917
  nChanged 0
		SP:Iteration 25F (30503.060000 sec): 3 clusters
  Score: Raw -261967.229601 + Penalty 2579.530684 = -259387.698917
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 28 (1043 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (30503.120000 sec): 2 clusters
  Score: Raw -78255.333762 + Penalty 1129.351674 = -77125.982088
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (30503.140000 sec): 3 clusters
  Score: Raw -77923.045911 + Penalty 2258.703348 = -75664.342563
  nChanged 340
		SP:Iteration 1F (30503.160000 sec): 3 clusters
  Score: Raw -78316.903352 + Penalty 2258.703348 = -76058.200004
  nChanged 97
		SP:Iteration 2F (30503.180000 sec): 3 clusters
  Score: Raw -78482.371183 + Penalty 2258.703348 = -76223.667836
  nChanged 76
		SP:Iteration 3F (30503.200000 sec): 3 clusters
  Score: Raw -78599.831716 + Penalty 2258.703348 = -76341.128368
  nChanged 40
		SP:Iteration 4Q (30503.220000 sec): 3 clusters
  Score: Raw -78651.521339 + Penalty 2258.703348 = -76392.817991
  nChanged 25
		SP:Iteration 5Q (30503.240000 sec): 3 clusters
  Score: Raw -78682.466870 + Penalty 2258.703348 = -76423.763522
  nChanged 15
		SP:Iteration 6Q (30503.270000 sec): 3 clusters
  Score: Raw -78706.050249 + Penalty 2258.703348 = -76447.346901
  nChanged 17
		SP:Iteration 7Q (30503.290000 sec): 3 clusters
  Score: Raw -78729.820187 + Penalty 2258.703348 = -76471.116839
  nChanged 14
		SP:Iteration 8Q (30503.310000 sec): 3 clusters
  Score: Raw -78746.836634 + Penalty 2258.703348 = -76488.133286
  nChanged 9
		SP:Iteration 9Q (30503.330000 sec): 3 clusters
  Score: Raw -78757.036505 + Penalty 2258.703348 = -76498.333158
  nChanged 8
		SP:Iteration 10Q (30503.350000 sec): 3 clusters
  Score: Raw -78766.560155 + Penalty 2258.703348 = -76507.856807
  nChanged 8
		SP:Iteration 11Q (30503.370000 sec): 3 clusters
  Score: Raw -78773.654287 + Penalty 2258.703348 = -76514.950939
  nChanged 7
		SP:Iteration 12Q (30503.390000 sec): 3 clusters
  Score: Raw -78778.846906 + Penalty 2258.703348 = -76520.143558
  nChanged 3
		SP:Iteration 13Q (30503.410000 sec): 3 clusters
  Score: Raw -78780.476349 + Penalty 2258.703348 = -76521.773001
  nChanged 5
		SP:Iteration 14Q (30503.430000 sec): 3 clusters
  Score: Raw -78786.126920 + Penalty 2258.703348 = -76527.423572
  nChanged 3
		SP:Iteration 15Q (30503.450000 sec): 3 clusters
  Score: Raw -78790.292855 + Penalty 2258.703348 = -76531.589507
  nChanged 2
		SP:Iteration 16Q (30503.470000 sec): 3 clusters
  Score: Raw -78792.936309 + Penalty 2258.703348 = -76534.232962
  nChanged 2
		SP:Iteration 17Q (30503.490000 sec): 3 clusters
  Score: Raw -78794.164468 + Penalty 2258.703348 = -76535.461120
  nChanged 0
		SP:Iteration 18F (30503.520000 sec): 3 clusters
  Score: Raw -78794.164468 + Penalty 2258.703348 = -76535.461120
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 29 (3683 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (30503.590000 sec): 2 clusters
  Score: Raw -338931.246467 + Penalty 1334.365974 = -337596.880493
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (30503.660000 sec): 3 clusters
  Score: Raw -337125.532354 + Penalty 2668.731948 = -334456.800406
  nChanged 1417
		SP:Iteration 1F (30503.740000 sec): 3 clusters
  Score: Raw -337897.970297 + Penalty 2668.731948 = -335229.238349
  nChanged 286
		SP:Iteration 2F (30503.810000 sec): 3 clusters
  Score: Raw -338095.285983 + Penalty 2668.731948 = -335426.554036
  nChanged 250
		SP:Iteration 3F (30503.880000 sec): 3 clusters
  Score: Raw -338271.480143 + Penalty 2668.731948 = -335602.748195
  nChanged 236
		SP:Iteration 4F (30503.950000 sec): 3 clusters
  Score: Raw -338473.117282 + Penalty 2668.731948 = -335804.385334
  nChanged 242
		SP:Iteration 5F (30504.020000 sec): 3 clusters
  Score: Raw -338697.659439 + Penalty 2668.731948 = -336028.927492
  nChanged 218
		SP:Iteration 6F (30504.090000 sec): 3 clusters
  Score: Raw -338881.620745 + Penalty 2668.731948 = -336212.888797
  nChanged 164
		SP:Iteration 7Q (30504.160000 sec): 3 clusters
  Score: Raw -339007.409195 + Penalty 2668.731948 = -336338.677247
  nChanged 104
		SP:Iteration 8Q (30504.230000 sec): 3 clusters
  Score: Raw -339084.313179 + Penalty 2668.731948 = -336415.581231
  nChanged 79
		SP:Iteration 9Q (30504.300000 sec): 3 clusters
  Score: Raw -339136.874593 + Penalty 2668.731948 = -336468.142645
  nChanged 55
		SP:Iteration 10Q (30504.370000 sec): 3 clusters
  Score: Raw -339169.077726 + Penalty 2668.731948 = -336500.345778
  nChanged 43
		SP:Iteration 11Q (30504.440000 sec): 3 clusters
  Score: Raw -339201.341411 + Penalty 2668.731948 = -336532.609463
  nChanged 38
		SP:Iteration 12Q (30504.510000 sec): 3 clusters
  Score: Raw -339239.171680 + Penalty 2668.731948 = -336570.439732
  nChanged 32
		SP:Iteration 13Q (30504.580000 sec): 3 clusters
  Score: Raw -339274.526524 + Penalty 2668.731948 = -336605.794576
  nChanged 27
		SP:Iteration 14Q (30504.660000 sec): 3 clusters
  Score: Raw -339300.436938 + Penalty 2668.731948 = -336631.704990
  nChanged 33
		SP:Iteration 15Q (30504.720000 sec): 3 clusters
  Score: Raw -339329.175913 + Penalty 2668.731948 = -336660.443965
  nChanged 21
		SP:Iteration 16Q (30504.800000 sec): 3 clusters
  Score: Raw -339345.902351 + Penalty 2668.731948 = -336677.170403
  nChanged 23
		SP:Iteration 17Q (30504.870000 sec): 3 clusters
  Score: Raw -339363.403466 + Penalty 2668.731948 = -336694.671518
  nChanged 20
		SP:Iteration 18Q (30504.940000 sec): 3 clusters
  Score: Raw -339374.642938 + Penalty 2668.731948 = -336705.910990
  nChanged 12
		SP:Iteration 19Q (30505.010000 sec): 3 clusters
  Score: Raw -339382.378381 + Penalty 2668.731948 = -336713.646433
  nChanged 9
		SP:Iteration 20F (30505.080000 sec): 3 clusters
  Score: Raw -339387.192382 + Penalty 2668.731948 = -336718.460434
  nChanged 6
		SP:Iteration 21Q (30505.140000 sec): 3 clusters
  Score: Raw -339389.790203 + Penalty 2668.731948 = -336721.058255
  nChanged 2
		SP:Iteration 22Q (30505.220000 sec): 3 clusters
  Score: Raw -339390.924002 + Penalty 2668.731948 = -336722.192054
  nChanged 4
		SP:Iteration 23Q (30505.280000 sec): 3 clusters
  Score: Raw -339394.255342 + Penalty 2668.731948 = -336725.523395
  nChanged 5
		SP:Iteration 24Q (30505.360000 sec): 3 clusters
  Score: Raw -339398.310097 + Penalty 2668.731948 = -336729.578149
  nChanged 7
		SP:Iteration 25Q (30505.420000 sec): 3 clusters
  Score: Raw -339403.135802 + Penalty 2668.731948 = -336734.403854
  nChanged 7
		SP:Iteration 26Q (30505.500000 sec): 3 clusters
  Score: Raw -339408.057168 + Penalty 2668.731948 = -336739.325220
  nChanged 5
		SP:Iteration 27Q (30505.560000 sec): 3 clusters
  Score: Raw -339411.026073 + Penalty 2668.731948 = -336742.294125
  nChanged 5
		SP:Iteration 28Q (30505.640000 sec): 3 clusters
  Score: Raw -339413.977583 + Penalty 2668.731948 = -336745.245635
  nChanged 3
		SP:Iteration 29Q (30505.700000 sec): 3 clusters
  Score: Raw -339415.517424 + Penalty 2668.731948 = -336746.785477
  nChanged 2
		SP:Iteration 30Q (30505.780000 sec): 3 clusters
  Score: Raw -339416.418405 + Penalty 2668.731948 = -336747.686457
  nChanged 2
		SP:Iteration 31Q (30505.840000 sec): 3 clusters
  Score: Raw -339417.025844 + Penalty 2668.731948 = -336748.293896
  nChanged 2
		SP:Iteration 32Q (30505.920000 sec): 3 clusters
  Score: Raw -339418.096561 + Penalty 2668.731948 = -336749.364613
  nChanged 1
		SP:Iteration 33Q (30505.980000 sec): 3 clusters
  Score: Raw -339418.538106 + Penalty 2668.731948 = -336749.806158
  nChanged 0
		SP:Iteration 34F (30506.060000 sec): 3 clusters
  Score: Raw -339418.538106 + Penalty 2668.731948 = -336749.806158
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 30 (962 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (30506.110000 sec): 2 clusters
  Score: Raw -68741.526018 + Penalty 1116.214848 = -67625.311170
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (30506.130000 sec): 3 clusters
  Score: Raw -68464.854185 + Penalty 2232.429696 = -66232.424488
  nChanged 258
		SP:Iteration 1F (30506.150000 sec): 3 clusters
  Score: Raw -68824.777697 + Penalty 2232.429696 = -66592.348001
  nChanged 94
		SP:Iteration 2F (30506.170000 sec): 3 clusters
  Score: Raw -68999.865025 + Penalty 2232.429696 = -66767.435328
  nChanged 54
		SP:Iteration 3F (30506.190000 sec): 3 clusters
  Score: Raw -69091.739922 + Penalty 2232.429696 = -66859.310225
  nChanged 49
		SP:Iteration 4F (30506.210000 sec): 3 clusters
  Score: Raw -69200.007487 + Penalty 2232.429696 = -66967.577790
  nChanged 58
		SP:Iteration 5F (30506.230000 sec): 3 clusters
  Score: Raw -69369.649618 + Penalty 2232.429696 = -67137.219922
  nChanged 43
		SP:Iteration 6Q (30506.250000 sec): 3 clusters
  Score: Raw -69494.437007 + Penalty 2232.429696 = -67262.007310
  nChanged 40
		SP:Iteration 7Q (30506.270000 sec): 3 clusters
  Score: Raw -69584.112899 + Penalty 2232.429696 = -67351.683202
  nChanged 28
		SP:Iteration 8Q (30506.290000 sec): 3 clusters
  Score: Raw -69633.397160 + Penalty 2232.429696 = -67400.967464
  nChanged 14
		SP:Iteration 9Q (30506.310000 sec): 3 clusters
  Score: Raw -69661.981360 + Penalty 2232.429696 = -67429.551664
  nChanged 12
		SP:Iteration 10Q (30506.320000 sec): 3 clusters
  Score: Raw -69679.077380 + Penalty 2232.429696 = -67446.647684
  nChanged 6
		SP:Iteration 11Q (30506.340000 sec): 3 clusters
  Score: Raw -69686.468503 + Penalty 2232.429696 = -67454.038807
  nChanged 3
		SP:Iteration 12Q (30506.360000 sec): 3 clusters
  Score: Raw -69687.461735 + Penalty 2232.429696 = -67455.032038
  nChanged 0
		SP:Iteration 13F (30506.380000 sec): 3 clusters
  Score: Raw -69687.461735 + Penalty 2232.429696 = -67455.032038
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 31 (107566 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (30507.070000 sec): 2 clusters
  Score: Raw -9841993.992833 + Penalty 1882.702232 = -9840111.290600
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (30508.090000 sec): 3 clusters
  Score: Raw -9771773.742639 + Penalty 3765.404465 = -9768008.338174
  nChanged 51599
		SP:Iteration 1F (30509.120000 sec): 3 clusters
  Score: Raw -9801837.535217 + Penalty 3765.404465 = -9798072.130752
  nChanged 3735
		SP:Iteration 2Q (30510.210000 sec): 3 clusters
  Score: Raw -9803000.747379 + Penalty 3765.404465 = -9799235.342914
  nChanged 4626
		SP:Iteration 3Q (30511.280000 sec): 3 clusters
  Score: Raw -9804963.280809 + Penalty 3765.404465 = -9801197.876344
  nChanged 5886
		SP:Iteration 4F (30512.290000 sec): 3 clusters
  Score: Raw -9808173.935445 + Penalty 3765.404465 = -9804408.530981
  nChanged 7232
		SP:Iteration 5F (30513.310000 sec): 3 clusters
  Score: Raw -9812538.663240 + Penalty 3765.404465 = -9808773.258775
  nChanged 7593
		SP:Iteration 6F (30514.290000 sec): 3 clusters
  Score: Raw -9816871.940458 + Penalty 3765.404465 = -9813106.535993
  nChanged 6730
		SP:Iteration 7F (30515.320000 sec): 3 clusters
  Score: Raw -9820212.449288 + Penalty 3765.404465 = -9816447.044823
  nChanged 5299
		SP:Iteration 8Q (30516.360000 sec): 3 clusters
  Score: Raw -9822358.464484 + Penalty 3765.404465 = -9818593.060019
  nChanged 4020
		SP:Iteration 9Q (30517.410000 sec): 3 clusters
  Score: Raw -9823949.068763 + Penalty 3765.404465 = -9820183.664299
  nChanged 3358
		SP:Iteration 10Q (30518.470000 sec): 3 clusters
  Score: Raw -9825626.415087 + Penalty 3765.404465 = -9821861.010623
  nChanged 3338
		SP:Iteration 11Q (30519.530000 sec): 3 clusters
  Score: Raw -9827826.267125 + Penalty 3765.404465 = -9824060.862660
  nChanged 3501
		SP:Iteration 12Q (30520.590000 sec): 3 clusters
  Score: Raw -9830513.957868 + Penalty 3765.404465 = -9826748.553403
  nChanged 3388
		SP:Iteration 13Q (30521.650000 sec): 3 clusters
  Score: Raw -9833266.432261 + Penalty 3765.404465 = -9829501.027796
  nChanged 3084
		SP:Iteration 14Q (30522.690000 sec): 3 clusters
  Score: Raw -9835528.534265 + Penalty 3765.404465 = -9831763.129800
  nChanged 2417
		SP:Iteration 15Q (30523.650000 sec): 3 clusters
  Score: Raw -9837090.226049 + Penalty 3765.404465 = -9833324.821584
  nChanged 1993
		SP:Iteration 16Q (30524.590000 sec): 3 clusters
  Score: Raw -9838311.471196 + Penalty 3765.404465 = -9834546.066731
  nChanged 1718
		SP:Iteration 17Q (30525.520000 sec): 3 clusters
  Score: Raw -9839326.027357 + Penalty 3765.404465 = -9835560.622892
  nChanged 1482
		SP:Iteration 18Q (30526.430000 sec): 3 clusters
  Score: Raw -9840168.416781 + Penalty 3765.404465 = -9836403.012316
  nChanged 1302
		SP:Iteration 19Q (30527.370000 sec): 3 clusters
  Score: Raw -9840840.118721 + Penalty 3765.404465 = -9837074.714256
  nChanged 1013
		SP:Iteration 20F (30528.370000 sec): 3 clusters
  Score: Raw -9841290.179071 + Penalty 3765.404465 = -9837524.774607
  nChanged 837
		SP:Iteration 21Q (30529.270000 sec): 3 clusters
  Score: Raw -9841622.057409 + Penalty 3765.404465 = -9837856.652944
  nChanged 700
		SP:Iteration 22Q (30530.190000 sec): 3 clusters
  Score: Raw -9841871.652357 + Penalty 3765.404465 = -9838106.247892
  nChanged 593
		SP:Iteration 23Q (30531.110000 sec): 3 clusters
  Score: Raw -9842060.366557 + Penalty 3765.404465 = -9838294.962092
  nChanged 520
		SP:Iteration 24Q (30532.050000 sec): 3 clusters
  Score: Raw -9842213.416272 + Penalty 3765.404465 = -9838448.011807
  nChanged 428
		SP:Iteration 25Q (30532.990000 sec): 3 clusters
  Score: Raw -9842328.411177 + Penalty 3765.404465 = -9838563.006713
  nChanged 396
		SP:Iteration 26Q (30533.930000 sec): 3 clusters
  Score: Raw -9842434.451210 + Penalty 3765.404465 = -9838669.046745
  nChanged 340
		SP:Iteration 27Q (30534.820000 sec): 3 clusters
  Score: Raw -9842512.288975 + Penalty 3765.404465 = -9838746.884510
  nChanged 308
		SP:Iteration 28Q (30535.730000 sec): 3 clusters
  Score: Raw -9842580.674853 + Penalty 3765.404465 = -9838815.270388
  nChanged 272
		SP:Iteration 29Q (30536.670000 sec): 3 clusters
  Score: Raw -9842634.539580 + Penalty 3765.404465 = -9838869.135115
  nChanged 222
		SP:Iteration 30Q (30537.600000 sec): 3 clusters
  Score: Raw -9842672.733023 + Penalty 3765.404465 = -9838907.328558
  nChanged 186
		SP:Iteration 31Q (30538.520000 sec): 3 clusters
  Score: Raw -9842704.141412 + Penalty 3765.404465 = -9838938.736948
  nChanged 163
		SP:Iteration 32Q (30539.410000 sec): 3 clusters
  Score: Raw -9842728.143603 + Penalty 3765.404465 = -9838962.739139
  nChanged 126
		SP:Iteration 33Q (30540.310000 sec): 3 clusters
  Score: Raw -9842745.776446 + Penalty 3765.404465 = -9838980.371981
  nChanged 122
		SP:Iteration 34Q (30541.220000 sec): 3 clusters
  Score: Raw -9842763.387644 + Penalty 3765.404465 = -9838997.983179
  nChanged 105
		SP:Iteration 35Q (30542.110000 sec): 3 clusters
  Score: Raw -9842776.744148 + Penalty 3765.404465 = -9839011.339683
  nChanged 86
		SP:Iteration 36Q (30543.010000 sec): 3 clusters
  Score: Raw -9842786.993224 + Penalty 3765.404465 = -9839021.588759
  nChanged 71
		SP:Iteration 37Q (30543.940000 sec): 3 clusters
  Score: Raw -9842793.946624 + Penalty 3765.404465 = -9839028.542159
  nChanged 57
		SP:Iteration 38Q (30544.820000 sec): 3 clusters
  Score: Raw -9842800.134569 + Penalty 3765.404465 = -9839034.730104
  nChanged 67
		SP:Iteration 39Q (30545.730000 sec): 3 clusters
  Score: Raw -9842808.163685 + Penalty 3765.404465 = -9839042.759221
  nChanged 65
		SP:Iteration 40F (30546.740000 sec): 3 clusters
  Score: Raw -9842813.725488 + Penalty 3765.404465 = -9839048.321023
  nChanged 42
		SP:Iteration 41Q (30547.650000 sec): 3 clusters
  Score: Raw -9842817.432167 + Penalty 3765.404465 = -9839052.027702
  nChanged 42
		SP:Iteration 42Q (30548.560000 sec): 3 clusters
  Score: Raw -9842821.217176 + Penalty 3765.404465 = -9839055.812711
  nChanged 42
		SP:Iteration 43Q (30549.490000 sec): 3 clusters
  Score: Raw -9842824.827555 + Penalty 3765.404465 = -9839059.423090
  nChanged 37
		SP:Iteration 44Q (30550.370000 sec): 3 clusters
  Score: Raw -9842828.295551 + Penalty 3765.404465 = -9839062.891086
  nChanged 38
		SP:Iteration 45Q (30551.280000 sec): 3 clusters
  Score: Raw -9842832.718610 + Penalty 3765.404465 = -9839067.314145
  nChanged 39
		SP:Iteration 46Q (30552.210000 sec): 3 clusters
  Score: Raw -9842836.544570 + Penalty 3765.404465 = -9839071.140106
  nChanged 27
		SP:Iteration 47Q (30553.090000 sec): 3 clusters
  Score: Raw -9842838.949705 + Penalty 3765.404465 = -9839073.545240
  nChanged 25
		SP:Iteration 48Q (30553.990000 sec): 3 clusters
  Score: Raw -9842840.980734 + Penalty 3765.404465 = -9839075.576270
  nChanged 23
		SP:Iteration 49Q (30554.910000 sec): 3 clusters
  Score: Raw -9842842.621537 + Penalty 3765.404465 = -9839077.217072
  nChanged 21
		SP:Iteration 50Q (30555.790000 sec): 3 clusters
  Score: Raw -9842844.342652 + Penalty 3765.404465 = -9839078.938187
  nChanged 29
		SP:Iteration 51Q (30556.700000 sec): 3 clusters
  Score: Raw -9842847.238499 + Penalty 3765.404465 = -9839081.834034
  nChanged 23
		SP:Iteration 52Q (30557.630000 sec): 3 clusters
  Score: Raw -9842849.246590 + Penalty 3765.404465 = -9839083.842125
  nChanged 18
		SP:Iteration 53Q (30558.510000 sec): 3 clusters
  Score: Raw -9842851.140142 + Penalty 3765.404465 = -9839085.735677
  nChanged 19
		SP:Iteration 54Q (30559.410000 sec): 3 clusters
  Score: Raw -9842853.070634 + Penalty 3765.404465 = -9839087.666170
  nChanged 24
		SP:Iteration 55Q (30560.340000 sec): 3 clusters
  Score: Raw -9842854.913195 + Penalty 3765.404465 = -9839089.508730
  nChanged 25
		SP:Iteration 56Q (30561.220000 sec): 3 clusters
  Score: Raw -9842856.772741 + Penalty 3765.404465 = -9839091.368276
  nChanged 17
		SP:Iteration 57Q (30562.120000 sec): 3 clusters
  Score: Raw -9842858.039810 + Penalty 3765.404465 = -9839092.635345
  nChanged 18
		SP:Iteration 58Q (30563.050000 sec): 3 clusters
  Score: Raw -9842859.205004 + Penalty 3765.404465 = -9839093.800540
  nChanged 11
		SP:Iteration 59Q (30563.930000 sec): 3 clusters
  Score: Raw -9842859.694204 + Penalty 3765.404465 = -9839094.289739
  nChanged 5
		SP:Iteration 60F (30564.930000 sec): 3 clusters
  Score: Raw -9842860.071023 + Penalty 3765.404465 = -9839094.666558
  nChanged 6
		SP:Iteration 61Q (30565.810000 sec): 3 clusters
  Score: Raw -9842860.666652 + Penalty 3765.404465 = -9839095.262188
  nChanged 5
		SP:Iteration 62Q (30566.730000 sec): 3 clusters
  Score: Raw -9842861.055557 + Penalty 3765.404465 = -9839095.651092
  nChanged 5
		SP:Iteration 63Q (30567.670000 sec): 3 clusters
  Score: Raw -9842861.456648 + Penalty 3765.404465 = -9839096.052183
  nChanged 4
		SP:Iteration 64Q (30568.540000 sec): 3 clusters
  Score: Raw -9842861.698506 + Penalty 3765.404465 = -9839096.294042
  nChanged 4
		SP:Iteration 65Q (30569.450000 sec): 3 clusters
  Score: Raw -9842862.004420 + Penalty 3765.404465 = -9839096.599956
  nChanged 6
		SP:Iteration 66Q (30570.370000 sec): 3 clusters
  Score: Raw -9842862.571271 + Penalty 3765.404465 = -9839097.166806
  nChanged 9
		SP:Iteration 67Q (30571.260000 sec): 3 clusters
  Score: Raw -9842863.140268 + Penalty 3765.404465 = -9839097.735803
  nChanged 9
		SP:Iteration 68Q (30572.160000 sec): 3 clusters
  Score: Raw -9842863.636381 + Penalty 3765.404465 = -9839098.231916
  nChanged 5
		SP:Iteration 69Q (30573.070000 sec): 3 clusters
  Score: Raw -9842863.908971 + Penalty 3765.404465 = -9839098.504506
  nChanged 6
		SP:Iteration 70Q (30573.950000 sec): 3 clusters
  Score: Raw -9842864.338689 + Penalty 3765.404465 = -9839098.934224
  nChanged 6
		SP:Iteration 71Q (30574.840000 sec): 3 clusters
  Score: Raw -9842864.673329 + Penalty 3765.404465 = -9839099.268864
  nChanged 3
		SP:Iteration 72Q (30575.720000 sec): 3 clusters
  Score: Raw -9842864.910440 + Penalty 3765.404465 = -9839099.505975
  nChanged 4
		SP:Iteration 73Q (30576.630000 sec): 3 clusters
  Score: Raw -9842865.018034 + Penalty 3765.404465 = -9839099.613570
  nChanged 2
		SP:Iteration 74Q (30577.560000 sec): 3 clusters
  Score: Raw -9842865.138025 + Penalty 3765.404465 = -9839099.733560
  nChanged 4
		SP:Iteration 75Q (30578.440000 sec): 3 clusters
  Score: Raw -9842865.308047 + Penalty 3765.404465 = -9839099.903582
  nChanged 4
		SP:Iteration 76Q (30579.340000 sec): 3 clusters
  Score: Raw -9842865.483188 + Penalty 3765.404465 = -9839100.078723
  nChanged 3
		SP:Iteration 77Q (30580.270000 sec): 3 clusters
  Score: Raw -9842865.580381 + Penalty 3765.404465 = -9839100.175916
  nChanged 2
		SP:Iteration 78Q (30581.140000 sec): 3 clusters
  Score: Raw -9842865.687743 + Penalty 3765.404465 = -9839100.283278
  nChanged 2
		SP:Iteration 79Q (30582.040000 sec): 3 clusters
  Score: Raw -9842865.793964 + Penalty 3765.404465 = -9839100.389499
  nChanged 3
		SP:Iteration 80F (30583.060000 sec): 3 clusters
  Score: Raw -9842865.946013 + Penalty 3765.404465 = -9839100.541548
  nChanged 1
		SP:Iteration 81Q (30583.960000 sec): 3 clusters
  Score: Raw -9842865.973974 + Penalty 3765.404465 = -9839100.569509
  nChanged 0
		SP:Iteration 82F (30584.980000 sec): 3 clusters
  Score: Raw -9842865.973974 + Penalty 3765.404465 = -9839100.569509
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 32 (2758 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (30585.040000 sec): 2 clusters
  Score: Raw -237646.848585 + Penalty 1287.367422 = -236359.481163
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (30585.100000 sec): 3 clusters
  Score: Raw -236351.684810 + Penalty 2574.734844 = -233776.949966
  nChanged 1025
		SP:Iteration 1F (30585.170000 sec): 3 clusters
  Score: Raw -236927.293178 + Penalty 2574.734844 = -234352.558334
  nChanged 230
		SP:Iteration 2F (30585.220000 sec): 3 clusters
  Score: Raw -237074.003288 + Penalty 2574.734844 = -234499.268444
  nChanged 167
		SP:Iteration 3F (30585.280000 sec): 3 clusters
  Score: Raw -237160.157561 + Penalty 2574.734844 = -234585.422717
  nChanged 98
		SP:Iteration 4Q (30585.330000 sec): 3 clusters
  Score: Raw -237220.290104 + Penalty 2574.734844 = -234645.555260
  nChanged 92
		SP:Iteration 5Q (30585.380000 sec): 3 clusters
  Score: Raw -237272.103676 + Penalty 2574.734844 = -234697.368833
  nChanged 63
		SP:Iteration 6Q (30585.440000 sec): 3 clusters
  Score: Raw -237298.233732 + Penalty 2574.734844 = -234723.498888
  nChanged 51
		SP:Iteration 7Q (30585.490000 sec): 3 clusters
  Score: Raw -237323.441931 + Penalty 2574.734844 = -234748.707087
  nChanged 45
		SP:Iteration 8Q (30585.550000 sec): 3 clusters
  Score: Raw -237348.195900 + Penalty 2574.734844 = -234773.461056
  nChanged 32
		SP:Iteration 9Q (30585.600000 sec): 3 clusters
  Score: Raw -237370.013607 + Penalty 2574.734844 = -234795.278763
  nChanged 43
		SP:Iteration 10Q (30585.660000 sec): 3 clusters
  Score: Raw -237393.756653 + Penalty 2574.734844 = -234819.021809
  nChanged 43
		SP:Iteration 11Q (30585.710000 sec): 3 clusters
  Score: Raw -237420.492554 + Penalty 2574.734844 = -234845.757710
  nChanged 45
		SP:Iteration 12Q (30585.760000 sec): 3 clusters
  Score: Raw -237449.197544 + Penalty 2574.734844 = -234874.462701
  nChanged 53
		SP:Iteration 13Q (30585.820000 sec): 3 clusters
  Score: Raw -237487.126595 + Penalty 2574.734844 = -234912.391751
  nChanged 56
		SP:Iteration 14Q (30585.870000 sec): 3 clusters
  Score: Raw -237515.233816 + Penalty 2574.734844 = -234940.498972
  nChanged 43
		SP:Iteration 15Q (30585.920000 sec): 3 clusters
  Score: Raw -237540.325423 + Penalty 2574.734844 = -234965.590579
  nChanged 44
		SP:Iteration 16Q (30585.980000 sec): 3 clusters
  Score: Raw -237562.389141 + Penalty 2574.734844 = -234987.654297
  nChanged 39
		SP:Iteration 17Q (30586.030000 sec): 3 clusters
  Score: Raw -237579.047111 + Penalty 2574.734844 = -235004.312267
  nChanged 26
		SP:Iteration 18Q (30586.090000 sec): 3 clusters
  Score: Raw -237590.014019 + Penalty 2574.734844 = -235015.279175
  nChanged 20
		SP:Iteration 19Q (30586.140000 sec): 3 clusters
  Score: Raw -237598.324495 + Penalty 2574.734844 = -235023.589651
  nChanged 17
		SP:Iteration 20F (30586.190000 sec): 3 clusters
  Score: Raw -237604.961790 + Penalty 2574.734844 = -235030.226946
  nChanged 10
		SP:Iteration 21Q (30586.250000 sec): 3 clusters
  Score: Raw -237607.860963 + Penalty 2574.734844 = -235033.126119
  nChanged 8
		SP:Iteration 22Q (30586.300000 sec): 3 clusters
  Score: Raw -237611.385684 + Penalty 2574.734844 = -235036.650840
  nChanged 5
		SP:Iteration 23Q (30586.360000 sec): 3 clusters
  Score: Raw -237612.719936 + Penalty 2574.734844 = -235037.985092
  nChanged 6
		SP:Iteration 24Q (30586.410000 sec): 3 clusters
  Score: Raw -237616.633189 + Penalty 2574.734844 = -235041.898345
  nChanged 5
		SP:Iteration 25Q (30586.460000 sec): 3 clusters
  Score: Raw -237618.488180 + Penalty 2574.734844 = -235043.753336
  nChanged 9
		SP:Iteration 26Q (30586.520000 sec): 3 clusters
  Score: Raw -237621.563618 + Penalty 2574.734844 = -235046.828774
  nChanged 6
		SP:Iteration 27Q (30586.570000 sec): 3 clusters
  Score: Raw -237622.794980 + Penalty 2574.734844 = -235048.060136
  nChanged 6
		SP:Iteration 28Q (30586.620000 sec): 3 clusters
  Score: Raw -237624.211050 + Penalty 2574.734844 = -235049.476206
  nChanged 2
		SP:Iteration 29Q (30586.680000 sec): 3 clusters
  Score: Raw -237624.655225 + Penalty 2574.734844 = -235049.920381
  nChanged 2
		SP:Iteration 30Q (30586.730000 sec): 3 clusters
  Score: Raw -237625.246207 + Penalty 2574.734844 = -235050.511364
  nChanged 5
		SP:Iteration 31Q (30586.780000 sec): 3 clusters
  Score: Raw -237626.631922 + Penalty 2574.734844 = -235051.897078
  nChanged 5
		SP:Iteration 32Q (30586.840000 sec): 3 clusters
  Score: Raw -237628.412841 + Penalty 2574.734844 = -235053.677997
  nChanged 4
		SP:Iteration 33Q (30586.890000 sec): 3 clusters
  Score: Raw -237629.538556 + Penalty 2574.734844 = -235054.803712
  nChanged 2
		SP:Iteration 34Q (30586.940000 sec): 3 clusters
  Score: Raw -237630.602789 + Penalty 2574.734844 = -235055.867945
  nChanged 6
		SP:Iteration 35Q (30587.000000 sec): 3 clusters
  Score: Raw -237632.104574 + Penalty 2574.734844 = -235057.369730
  nChanged 6
		SP:Iteration 36Q (30587.050000 sec): 3 clusters
  Score: Raw -237635.625205 + Penalty 2574.734844 = -235060.890361
  nChanged 13
		SP:Iteration 37Q (30587.100000 sec): 3 clusters
  Score: Raw -237638.787370 + Penalty 2574.734844 = -235064.052526
  nChanged 10
		SP:Iteration 38Q (30587.160000 sec): 3 clusters
  Score: Raw -237641.624841 + Penalty 2574.734844 = -235066.889997
  nChanged 11
		SP:Iteration 39Q (30587.210000 sec): 3 clusters
  Score: Raw -237646.546352 + Penalty 2574.734844 = -235071.811508
  nChanged 12
		SP:Iteration 40F (30587.260000 sec): 3 clusters
  Score: Raw -237651.763441 + Penalty 2574.734844 = -235077.028597
  nChanged 11
		SP:Iteration 41Q (30587.320000 sec): 3 clusters
  Score: Raw -237654.509077 + Penalty 2574.734844 = -235079.774233
  nChanged 9
		SP:Iteration 42Q (30587.370000 sec): 3 clusters
  Score: Raw -237656.424875 + Penalty 2574.734844 = -235081.690031
  nChanged 9
		SP:Iteration 43Q (30587.420000 sec): 3 clusters
  Score: Raw -237659.394219 + Penalty 2574.734844 = -235084.659375
  nChanged 9
		SP:Iteration 44Q (30587.480000 sec): 3 clusters
  Score: Raw -237662.621082 + Penalty 2574.734844 = -235087.886238
  nChanged 11
		SP:Iteration 45Q (30587.530000 sec): 3 clusters
  Score: Raw -237666.190201 + Penalty 2574.734844 = -235091.455357
  nChanged 9
		SP:Iteration 46Q (30587.590000 sec): 3 clusters
  Score: Raw -237669.566336 + Penalty 2574.734844 = -235094.831492
  nChanged 11
		SP:Iteration 47Q (30587.640000 sec): 3 clusters
  Score: Raw -237672.842582 + Penalty 2574.734844 = -235098.107738
  nChanged 12
		SP:Iteration 48Q (30587.690000 sec): 3 clusters
  Score: Raw -237676.531763 + Penalty 2574.734844 = -235101.796919
  nChanged 14
		SP:Iteration 49Q (30587.750000 sec): 3 clusters
  Score: Raw -237680.359722 + Penalty 2574.734844 = -235105.624878
  nChanged 11
		SP:Iteration 50Q (30587.800000 sec): 3 clusters
  Score: Raw -237682.556443 + Penalty 2574.734844 = -235107.821599
  nChanged 9
		SP:Iteration 51Q (30587.860000 sec): 3 clusters
  Score: Raw -237685.035654 + Penalty 2574.734844 = -235110.300810
  nChanged 9
		SP:Iteration 52Q (30587.910000 sec): 3 clusters
  Score: Raw -237689.669287 + Penalty 2574.734844 = -235114.934443
  nChanged 12
		SP:Iteration 53Q (30587.960000 sec): 3 clusters
  Score: Raw -237694.553038 + Penalty 2574.734844 = -235119.818194
  nChanged 13
		SP:Iteration 54Q (30588.020000 sec): 3 clusters
  Score: Raw -237699.730787 + Penalty 2574.734844 = -235124.995943
  nChanged 12
		SP:Iteration 55Q (30588.070000 sec): 3 clusters
  Score: Raw -237703.694731 + Penalty 2574.734844 = -235128.959887
  nChanged 13
		SP:Iteration 56Q (30588.120000 sec): 3 clusters
  Score: Raw -237709.103620 + Penalty 2574.734844 = -235134.368776
  nChanged 14
		SP:Iteration 57Q (30588.180000 sec): 3 clusters
  Score: Raw -237714.660329 + Penalty 2574.734844 = -235139.925485
  nChanged 13
		SP:Iteration 58Q (30588.230000 sec): 3 clusters
  Score: Raw -237718.280591 + Penalty 2574.734844 = -235143.545747
  nChanged 9
		SP:Iteration 59Q (30588.280000 sec): 3 clusters
  Score: Raw -237721.817582 + Penalty 2574.734844 = -235147.082738
  nChanged 17
		SP:Iteration 60F (30588.340000 sec): 3 clusters
  Score: Raw -237727.772240 + Penalty 2574.734844 = -235153.037396
  nChanged 18
		SP:Iteration 61Q (30588.390000 sec): 3 clusters
  Score: Raw -237734.497673 + Penalty 2574.734844 = -235159.762829
  nChanged 21
		SP:Iteration 62Q (30588.440000 sec): 3 clusters
  Score: Raw -237741.692063 + Penalty 2574.734844 = -235166.957219
  nChanged 24
		SP:Iteration 63Q (30588.500000 sec): 3 clusters
  Score: Raw -237752.411568 + Penalty 2574.734844 = -235177.676724
  nChanged 27
		SP:Iteration 64Q (30588.550000 sec): 3 clusters
  Score: Raw -237762.062892 + Penalty 2574.734844 = -235187.328048
  nChanged 22
		SP:Iteration 65Q (30588.600000 sec): 3 clusters
  Score: Raw -237768.487749 + Penalty 2574.734844 = -235193.752905
  nChanged 11
		SP:Iteration 66Q (30588.660000 sec): 3 clusters
  Score: Raw -237771.254523 + Penalty 2574.734844 = -235196.519679
  nChanged 7
		SP:Iteration 67Q (30588.710000 sec): 3 clusters
  Score: Raw -237773.229787 + Penalty 2574.734844 = -235198.494943
  nChanged 13
		SP:Iteration 68Q (30588.760000 sec): 3 clusters
  Score: Raw -237777.563804 + Penalty 2574.734844 = -235202.828960
  nChanged 19
		SP:Iteration 69Q (30588.830000 sec): 3 clusters
  Score: Raw -237782.775251 + Penalty 2574.734844 = -235208.040407
  nChanged 12
		SP:Iteration 70Q (30588.880000 sec): 3 clusters
  Score: Raw -237787.672636 + Penalty 2574.734844 = -235212.937792
  nChanged 9
		SP:Iteration 71Q (30588.930000 sec): 3 clusters
  Score: Raw -237790.427565 + Penalty 2574.734844 = -235215.692721
  nChanged 7
		SP:Iteration 72Q (30588.990000 sec): 3 clusters
  Score: Raw -237793.409437 + Penalty 2574.734844 = -235218.674593
  nChanged 8
		SP:Iteration 73Q (30589.040000 sec): 3 clusters
  Score: Raw -237796.171871 + Penalty 2574.734844 = -235221.437027
  nChanged 6
		SP:Iteration 74Q (30589.090000 sec): 3 clusters
  Score: Raw -237797.835471 + Penalty 2574.734844 = -235223.100627
  nChanged 4
		SP:Iteration 75Q (30589.150000 sec): 3 clusters
  Score: Raw -237799.262517 + Penalty 2574.734844 = -235224.527673
  nChanged 7
		SP:Iteration 76Q (30589.200000 sec): 3 clusters
  Score: Raw -237801.267035 + Penalty 2574.734844 = -235226.532191
  nChanged 3
		SP:Iteration 77Q (30589.250000 sec): 3 clusters
  Score: Raw -237802.188745 + Penalty 2574.734844 = -235227.453901
  nChanged 1
		SP:Iteration 78Q (30589.310000 sec): 3 clusters
  Score: Raw -237802.513153 + Penalty 2574.734844 = -235227.778309
  nChanged 1
		SP:Iteration 79Q (30589.360000 sec): 3 clusters
  Score: Raw -237803.406010 + Penalty 2574.734844 = -235228.671166
  nChanged 2
		SP:Iteration 80F (30589.410000 sec): 3 clusters
  Score: Raw -237803.771124 + Penalty 2574.734844 = -235229.036280
  nChanged 3
		SP:Iteration 81Q (30589.470000 sec): 3 clusters
  Score: Raw -237804.795188 + Penalty 2574.734844 = -235230.060344
  nChanged 5
		SP:Iteration 82Q (30589.520000 sec): 3 clusters
  Score: Raw -237806.886941 + Penalty 2574.734844 = -235232.152098
  nChanged 4
		SP:Iteration 83Q (30589.570000 sec): 3 clusters
  Score: Raw -237807.667071 + Penalty 2574.734844 = -235232.932227
  nChanged 2
		SP:Iteration 84Q (30589.630000 sec): 3 clusters
  Score: Raw -237807.958532 + Penalty 2574.734844 = -235233.223688
  nChanged 2
		SP:Iteration 85Q (30589.680000 sec): 3 clusters
  Score: Raw -237808.245629 + Penalty 2574.734844 = -235233.510785
  nChanged 2
		SP:Iteration 86Q (30589.730000 sec): 3 clusters
  Score: Raw -237808.780832 + Penalty 2574.734844 = -235234.045988
  nChanged 2
		SP:Iteration 87Q (30589.790000 sec): 3 clusters
  Score: Raw -237809.265363 + Penalty 2574.734844 = -235234.530519
  nChanged 3
		SP:Iteration 88Q (30589.840000 sec): 3 clusters
  Score: Raw -237810.344530 + Penalty 2574.734844 = -235235.609686
  nChanged 2
		SP:Iteration 89Q (30589.890000 sec): 3 clusters
  Score: Raw -237811.431487 + Penalty 2574.734844 = -235236.696643
  nChanged 4
		SP:Iteration 90Q (30589.950000 sec): 3 clusters
  Score: Raw -237812.776853 + Penalty 2574.734844 = -235238.042009
  nChanged 5
		SP:Iteration 91Q (30590.000000 sec): 3 clusters
  Score: Raw -237815.027368 + Penalty 2574.734844 = -235240.292524
  nChanged 5
		SP:Iteration 92Q (30590.060000 sec): 3 clusters
  Score: Raw -237816.352290 + Penalty 2574.734844 = -235241.617446
  nChanged 4
		SP:Iteration 93Q (30590.110000 sec): 3 clusters
  Score: Raw -237817.538247 + Penalty 2574.734844 = -235242.803403
  nChanged 3
		SP:Iteration 94Q (30590.160000 sec): 3 clusters
  Score: Raw -237818.689439 + Penalty 2574.734844 = -235243.954595
  nChanged 4
		SP:Iteration 95Q (30590.220000 sec): 3 clusters
  Score: Raw -237819.831680 + Penalty 2574.734844 = -235245.096836
  nChanged 4
		SP:Iteration 96Q (30590.270000 sec): 3 clusters
  Score: Raw -237820.787515 + Penalty 2574.734844 = -235246.052671
  nChanged 4
		SP:Iteration 97Q (30590.330000 sec): 3 clusters
  Score: Raw -237821.654817 + Penalty 2574.734844 = -235246.919973
  nChanged 6
		SP:Iteration 98Q (30590.380000 sec): 3 clusters
  Score: Raw -237822.921187 + Penalty 2574.734844 = -235248.186343
  nChanged 4
		SP:Iteration 99Q (30590.430000 sec): 3 clusters
  Score: Raw -237824.031583 + Penalty 2574.734844 = -235249.296739
  nChanged 5
		SP:Iteration 100F (30590.490000 sec): 3 clusters
  Score: Raw -237825.446022 + Penalty 2574.734844 = -235250.711178
  nChanged 2
		SP:Iteration 101Q (30590.540000 sec): 3 clusters
  Score: Raw -237825.861802 + Penalty 2574.734844 = -235251.126958
  nChanged 1
		SP:Iteration 102Q (30590.590000 sec): 3 clusters
  Score: Raw -237826.155455 + Penalty 2574.734844 = -235251.420611
  nChanged 2
		SP:Iteration 103Q (30590.650000 sec): 3 clusters
  Score: Raw -237826.748059 + Penalty 2574.734844 = -235252.013215
  nChanged 1
		SP:Iteration 104Q (30590.700000 sec): 3 clusters
  Score: Raw -237826.821510 + Penalty 2574.734844 = -235252.086666
  nChanged 0
		SP:Iteration 105F (30590.750000 sec): 3 clusters
  Score: Raw -237826.821510 + Penalty 2574.734844 = -235252.086666
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 33 (9743 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (30590.890000 sec): 2 clusters
  Score: Raw -898135.381128 + Penalty 1492.449458 = -896642.931670
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (30591.050000 sec): 3 clusters
  Score: Raw -892657.899777 + Penalty 2984.898916 = -889673.000861
  nChanged 4249
		SP:Iteration 1F (30591.200000 sec): 3 clusters
  Score: Raw -895062.589811 + Penalty 2984.898916 = -892077.690894
  nChanged 691
		SP:Iteration 2F (30591.370000 sec): 3 clusters
  Score: Raw -895467.321722 + Penalty 2984.898916 = -892482.422806
  nChanged 656
		SP:Iteration 3F (30591.510000 sec): 3 clusters
  Score: Raw -895908.190909 + Penalty 2984.898916 = -892923.291993
  nChanged 656
		SP:Iteration 4F (30591.670000 sec): 3 clusters
  Score: Raw -896369.472971 + Penalty 2984.898916 = -893384.574055
  nChanged 577
		SP:Iteration 5F (30591.840000 sec): 3 clusters
  Score: Raw -896792.924463 + Penalty 2984.898916 = -893808.025547
  nChanged 483
		SP:Iteration 6Q (30591.990000 sec): 3 clusters
  Score: Raw -897129.789996 + Penalty 2984.898916 = -894144.891080
  nChanged 354
		SP:Iteration 7Q (30592.150000 sec): 3 clusters
  Score: Raw -897379.142906 + Penalty 2984.898916 = -894394.243989
  nChanged 280
		SP:Iteration 8Q (30592.320000 sec): 3 clusters
  Score: Raw -897570.369888 + Penalty 2984.898916 = -894585.470972
  nChanged 219
		SP:Iteration 9Q (30592.470000 sec): 3 clusters
  Score: Raw -897724.315264 + Penalty 2984.898916 = -894739.416348
  nChanged 169
		SP:Iteration 10Q (30592.620000 sec): 3 clusters
  Score: Raw -897854.751985 + Penalty 2984.898916 = -894869.853068
  nChanged 145
		SP:Iteration 11Q (30592.780000 sec): 3 clusters
  Score: Raw -897969.935240 + Penalty 2984.898916 = -894985.036324
  nChanged 112
		SP:Iteration 12Q (30592.920000 sec): 3 clusters
  Score: Raw -898049.884041 + Penalty 2984.898916 = -895064.985125
  nChanged 88
		SP:Iteration 13Q (30593.060000 sec): 3 clusters
  Score: Raw -898105.109072 + Penalty 2984.898916 = -895120.210155
  nChanged 59
		SP:Iteration 14Q (30593.230000 sec): 3 clusters
  Score: Raw -898143.013841 + Penalty 2984.898916 = -895158.114925
  nChanged 59
		SP:Iteration 15Q (30593.380000 sec): 3 clusters
  Score: Raw -898186.208858 + Penalty 2984.898916 = -895201.309942
  nChanged 54
		SP:Iteration 16Q (30593.510000 sec): 3 clusters
  Score: Raw -898214.144431 + Penalty 2984.898916 = -895229.245515
  nChanged 32
		SP:Iteration 17Q (30593.650000 sec): 3 clusters
  Score: Raw -898234.454818 + Penalty 2984.898916 = -895249.555902
  nChanged 25
		SP:Iteration 18Q (30593.820000 sec): 3 clusters
  Score: Raw -898258.114093 + Penalty 2984.898916 = -895273.215177
  nChanged 26
		SP:Iteration 19Q (30593.970000 sec): 3 clusters
  Score: Raw -898276.180759 + Penalty 2984.898916 = -895291.281843
  nChanged 15
		SP:Iteration 20F (30594.110000 sec): 3 clusters
  Score: Raw -898283.846554 + Penalty 2984.898916 = -895298.947638
  nChanged 8
		SP:Iteration 21Q (30594.270000 sec): 3 clusters
  Score: Raw -898289.337741 + Penalty 2984.898916 = -895304.438824
  nChanged 11
		SP:Iteration 22Q (30594.430000 sec): 3 clusters
  Score: Raw -898296.490558 + Penalty 2984.898916 = -895311.591642
  nChanged 11
		SP:Iteration 23Q (30594.570000 sec): 3 clusters
  Score: Raw -898301.847766 + Penalty 2984.898916 = -895316.948849
  nChanged 7
		SP:Iteration 24Q (30594.710000 sec): 3 clusters
  Score: Raw -898304.777216 + Penalty 2984.898916 = -895319.878300
  nChanged 7
		SP:Iteration 25Q (30594.870000 sec): 3 clusters
  Score: Raw -898308.031013 + Penalty 2984.898916 = -895323.132096
  nChanged 4
		SP:Iteration 26Q (30595.020000 sec): 3 clusters
  Score: Raw -898309.852809 + Penalty 2984.898916 = -895324.953893
  nChanged 3
		SP:Iteration 27Q (30595.150000 sec): 3 clusters
  Score: Raw -898310.788517 + Penalty 2984.898916 = -895325.889601
  nChanged 1
		SP:Iteration 28Q (30595.280000 sec): 3 clusters
  Score: Raw -898311.365658 + Penalty 2984.898916 = -895326.466742
  nChanged 2
		SP:Iteration 29Q (30595.420000 sec): 3 clusters
  Score: Raw -898312.850312 + Penalty 2984.898916 = -895327.951396
  nChanged 4
		SP:Iteration 30Q (30595.580000 sec): 3 clusters
  Score: Raw -898316.554187 + Penalty 2984.898916 = -895331.655271
  nChanged 6
		SP:Iteration 31Q (30595.720000 sec): 3 clusters
  Score: Raw -898320.265924 + Penalty 2984.898916 = -895335.367008
  nChanged 2
		SP:Iteration 32Q (30595.860000 sec): 3 clusters
  Score: Raw -898321.430734 + Penalty 2984.898916 = -895336.531818
  nChanged 1
		SP:Iteration 33Q (30596.030000 sec): 3 clusters
  Score: Raw -898322.095365 + Penalty 2984.898916 = -895337.196448
  nChanged 1
		SP:Iteration 34Q (30596.200000 sec): 3 clusters
  Score: Raw -898322.583063 + Penalty 2984.898916 = -895337.684147
  nChanged 0
		SP:Iteration 35F (30596.340000 sec): 3 clusters
  Score: Raw -898322.583063 + Penalty 2984.898916 = -895337.684147
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 34 (1017 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (30596.410000 sec): 2 clusters
  Score: Raw -94057.388325 + Penalty 1125.249514 = -92932.138810
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (30596.430000 sec): 3 clusters
  Score: Raw -93722.085284 + Penalty 2250.499029 = -91471.586255
  nChanged 302
		SP:Iteration 1F (30596.450000 sec): 3 clusters
  Score: Raw -93969.669777 + Penalty 2250.499029 = -91719.170748
  nChanged 72
		SP:Iteration 2F (30596.470000 sec): 3 clusters
  Score: Raw -94038.225527 + Penalty 2250.499029 = -91787.726498
  nChanged 43
		SP:Iteration 3Q (30596.490000 sec): 3 clusters
  Score: Raw -94074.983116 + Penalty 2250.499029 = -91824.484088
  nChanged 25
		SP:Iteration 4Q (30596.520000 sec): 3 clusters
  Score: Raw -94097.317697 + Penalty 2250.499029 = -91846.818668
  nChanged 16
		SP:Iteration 5Q (30596.540000 sec): 3 clusters
  Score: Raw -94111.206291 + Penalty 2250.499029 = -91860.707262
  nChanged 12
		SP:Iteration 6Q (30596.560000 sec): 3 clusters
  Score: Raw -94119.757662 + Penalty 2250.499029 = -91869.258633
  nChanged 12
		SP:Iteration 7Q (30596.580000 sec): 3 clusters
  Score: Raw -94125.687414 + Penalty 2250.499029 = -91875.188385
  nChanged 7
		SP:Iteration 8Q (30596.600000 sec): 3 clusters
  Score: Raw -94130.693357 + Penalty 2250.499029 = -91880.194328
  nChanged 2
		SP:Iteration 9Q (30596.630000 sec): 3 clusters
  Score: Raw -94132.678624 + Penalty 2250.499029 = -91882.179595
  nChanged 5
		SP:Iteration 10Q (30596.650000 sec): 3 clusters
  Score: Raw -94137.444391 + Penalty 2250.499029 = -91886.945363
  nChanged 1
		SP:Iteration 11Q (30596.670000 sec): 3 clusters
  Score: Raw -94138.421366 + Penalty 2250.499029 = -91887.922337
  nChanged 0
		SP:Iteration 12F (30596.690000 sec): 3 clusters
  Score: Raw -94138.421366 + Penalty 2250.499029 = -91887.922337
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 35 (869 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (30596.740000 sec): 2 clusters
  Score: Raw -77286.134709 + Penalty 1099.693258 = -76186.441451
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (30596.760000 sec): 3 clusters
  Score: Raw -77054.293818 + Penalty 2199.386516 = -74854.907302
  nChanged 258
		SP:Iteration 1F (30596.770000 sec): 3 clusters
  Score: Raw -77280.952490 + Penalty 2199.386516 = -75081.565975
  nChanged 57
		SP:Iteration 2F (30596.790000 sec): 3 clusters
  Score: Raw -77367.863687 + Penalty 2199.386516 = -75168.477171
  nChanged 33
		SP:Iteration 3Q (30596.810000 sec): 3 clusters
  Score: Raw -77402.992715 + Penalty 2199.386516 = -75203.606199
  nChanged 17
		SP:Iteration 4Q (30596.830000 sec): 3 clusters
  Score: Raw -77417.692135 + Penalty 2199.386516 = -75218.305620
  nChanged 10
		SP:Iteration 5Q (30596.850000 sec): 3 clusters
  Score: Raw -77431.081639 + Penalty 2199.386516 = -75231.695123
  nChanged 13
		SP:Iteration 6Q (30596.870000 sec): 3 clusters
  Score: Raw -77446.242269 + Penalty 2199.386516 = -75246.855753
  nChanged 12
		SP:Iteration 7Q (30596.880000 sec): 3 clusters
  Score: Raw -77462.271492 + Penalty 2199.386516 = -75262.884976
  nChanged 12
		SP:Iteration 8Q (30596.900000 sec): 3 clusters
  Score: Raw -77479.028031 + Penalty 2199.386516 = -75279.641516
  nChanged 12
		SP:Iteration 9Q (30596.920000 sec): 3 clusters
  Score: Raw -77493.984125 + Penalty 2199.386516 = -75294.597609
  nChanged 9
		SP:Iteration 10Q (30596.940000 sec): 3 clusters
  Score: Raw -77503.221075 + Penalty 2199.386516 = -75303.834559
  nChanged 5
		SP:Iteration 11Q (30596.950000 sec): 3 clusters
  Score: Raw -77507.328066 + Penalty 2199.386516 = -75307.941550
  nChanged 1
		SP:Iteration 12Q (30596.970000 sec): 3 clusters
  Score: Raw -77507.769530 + Penalty 2199.386516 = -75308.383014
  nChanged 1
		SP:Iteration 13Q (30596.990000 sec): 3 clusters
  Score: Raw -77509.347352 + Penalty 2199.386516 = -75309.960837
  nChanged 3
		SP:Iteration 14Q (30597.010000 sec): 3 clusters
  Score: Raw -77513.338765 + Penalty 2199.386516 = -75313.952249
  nChanged 2
		SP:Iteration 15Q (30597.030000 sec): 3 clusters
  Score: Raw -77514.714153 + Penalty 2199.386516 = -75315.327637
  nChanged 1
		SP:Iteration 16Q (30597.040000 sec): 3 clusters
  Score: Raw -77516.304593 + Penalty 2199.386516 = -75316.918078
  nChanged 2
		SP:Iteration 17Q (30597.060000 sec): 3 clusters
  Score: Raw -77517.584708 + Penalty 2199.386516 = -75318.198192
  nChanged 1
		SP:Iteration 18Q (30597.080000 sec): 3 clusters
  Score: Raw -77518.525173 + Penalty 2199.386516 = -75319.138657
  nChanged 0
		SP:Iteration 19F (30597.100000 sec): 3 clusters
  Score: Raw -77518.525173 + Penalty 2199.386516 = -75319.138657
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 36 (2312 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (30597.160000 sec): 2 clusters
  Score: Raw -215080.000387 + Penalty 1258.703587 = -213821.296799
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (30597.210000 sec): 3 clusters
  Score: Raw -214071.584076 + Penalty 2517.407175 = -211554.176901
  nChanged 846
		SP:Iteration 1F (30597.260000 sec): 3 clusters
  Score: Raw -214565.513876 + Penalty 2517.407175 = -212048.106701
  nChanged 182
		SP:Iteration 2F (30597.310000 sec): 3 clusters
  Score: Raw -214694.205896 + Penalty 2517.407175 = -212176.798721
  nChanged 99
		SP:Iteration 3Q (30597.350000 sec): 3 clusters
  Score: Raw -214751.161878 + Penalty 2517.407175 = -212233.754704
  nChanged 70
		SP:Iteration 4Q (30597.400000 sec): 3 clusters
  Score: Raw -214790.131473 + Penalty 2517.407175 = -212272.724299
  nChanged 54
		SP:Iteration 5Q (30597.450000 sec): 3 clusters
  Score: Raw -214819.332689 + Penalty 2517.407175 = -212301.925514
  nChanged 45
		SP:Iteration 6Q (30597.500000 sec): 3 clusters
  Score: Raw -214843.521635 + Penalty 2517.407175 = -212326.114460
  nChanged 31
		SP:Iteration 7Q (30597.550000 sec): 3 clusters
  Score: Raw -214858.654220 + Penalty 2517.407175 = -212341.247046
  nChanged 21
		SP:Iteration 8Q (30597.590000 sec): 3 clusters
  Score: Raw -214868.157625 + Penalty 2517.407175 = -212350.750450
  nChanged 24
		SP:Iteration 9Q (30597.640000 sec): 3 clusters
  Score: Raw -214881.132208 + Penalty 2517.407175 = -212363.725034
  nChanged 18
		SP:Iteration 10Q (30597.690000 sec): 3 clusters
  Score: Raw -214891.023448 + Penalty 2517.407175 = -212373.616273
  nChanged 22
		SP:Iteration 11Q (30597.730000 sec): 3 clusters
  Score: Raw -214901.686671 + Penalty 2517.407175 = -212384.279496
  nChanged 17
		SP:Iteration 12Q (30597.780000 sec): 3 clusters
  Score: Raw -214906.958465 + Penalty 2517.407175 = -212389.551290
  nChanged 13
		SP:Iteration 13Q (30597.830000 sec): 3 clusters
  Score: Raw -214910.627442 + Penalty 2517.407175 = -212393.220267
  nChanged 10
		SP:Iteration 14Q (30597.870000 sec): 3 clusters
  Score: Raw -214917.074316 + Penalty 2517.407175 = -212399.667142
  nChanged 12
		SP:Iteration 15Q (30597.920000 sec): 3 clusters
  Score: Raw -214924.855686 + Penalty 2517.407175 = -212407.448512
  nChanged 17
		SP:Iteration 16Q (30597.970000 sec): 3 clusters
  Score: Raw -214932.802583 + Penalty 2517.407175 = -212415.395409
  nChanged 18
		SP:Iteration 17Q (30598.020000 sec): 3 clusters
  Score: Raw -214941.864804 + Penalty 2517.407175 = -212424.457629
  nChanged 25
		SP:Iteration 18Q (30598.070000 sec): 3 clusters
  Score: Raw -214956.767131 + Penalty 2517.407175 = -212439.359956
  nChanged 23
		SP:Iteration 19Q (30598.110000 sec): 3 clusters
  Score: Raw -214974.707564 + Penalty 2517.407175 = -212457.300389
  nChanged 28
		SP:Iteration 20F (30598.160000 sec): 3 clusters
  Score: Raw -214989.453816 + Penalty 2517.407175 = -212472.046642
  nChanged 25
		SP:Iteration 21Q (30598.210000 sec): 3 clusters
  Score: Raw -215000.737929 + Penalty 2517.407175 = -212483.330754
  nChanged 22
		SP:Iteration 22Q (30598.250000 sec): 3 clusters
  Score: Raw -215012.356064 + Penalty 2517.407175 = -212494.948889
  nChanged 20
		SP:Iteration 23Q (30598.300000 sec): 3 clusters
  Score: Raw -215027.503509 + Penalty 2517.407175 = -212510.096335
  nChanged 27
		SP:Iteration 24Q (30598.350000 sec): 3 clusters
  Score: Raw -215045.481118 + Penalty 2517.407175 = -212528.073943
  nChanged 31
		SP:Iteration 25Q (30598.390000 sec): 3 clusters
  Score: Raw -215066.028786 + Penalty 2517.407175 = -212548.621611
  nChanged 35
		SP:Iteration 26Q (30598.440000 sec): 3 clusters
  Score: Raw -215087.201624 + Penalty 2517.407175 = -212569.794449
  nChanged 40
		SP:Iteration 27Q (30598.490000 sec): 3 clusters
  Score: Raw -215120.300865 + Penalty 2517.407175 = -212602.893691
  nChanged 52
		SP:Iteration 28Q (30598.530000 sec): 3 clusters
  Score: Raw -215165.066806 + Penalty 2517.407175 = -212647.659631
  nChanged 53
		SP:Iteration 29Q (30598.580000 sec): 3 clusters
  Score: Raw -215208.713196 + Penalty 2517.407175 = -212691.306021
  nChanged 44
		SP:Iteration 30Q (30598.630000 sec): 3 clusters
  Score: Raw -215258.248140 + Penalty 2517.407175 = -212740.840966
  nChanged 50
		SP:Iteration 31Q (30598.670000 sec): 3 clusters
  Score: Raw -215314.202876 + Penalty 2517.407175 = -212796.795702
  nChanged 64
		SP:Iteration 32Q (30598.720000 sec): 3 clusters
  Score: Raw -215416.357895 + Penalty 2517.407175 = -212898.950721
  nChanged 69
		SP:Iteration 33Q (30598.770000 sec): 3 clusters
  Score: Raw -215534.353576 + Penalty 2517.407175 = -213016.946401
  nChanged 71
		SP:Iteration 34Q (30598.810000 sec): 3 clusters
  Score: Raw -215637.876606 + Penalty 2517.407175 = -213120.469431
  nChanged 65
		SP:Iteration 35Q (30598.860000 sec): 3 clusters
  Score: Raw -215731.224284 + Penalty 2517.407175 = -213213.817109
  nChanged 55
		SP:Iteration 36Q (30598.900000 sec): 3 clusters
  Score: Raw -215806.916794 + Penalty 2517.407175 = -213289.509619
  nChanged 45
		SP:Iteration 37Q (30598.950000 sec): 3 clusters
  Score: Raw -215857.999319 + Penalty 2517.407175 = -213340.592144
  nChanged 31
		SP:Iteration 38Q (30598.990000 sec): 3 clusters
  Score: Raw -215882.341612 + Penalty 2517.407175 = -213364.934437
  nChanged 29
		SP:Iteration 39Q (30599.040000 sec): 3 clusters
  Score: Raw -215899.615614 + Penalty 2517.407175 = -213382.208439
  nChanged 18
		SP:Iteration 40F (30599.080000 sec): 3 clusters
  Score: Raw -215911.585691 + Penalty 2517.407175 = -213394.178516
  nChanged 8
		SP:Iteration 41Q (30599.130000 sec): 3 clusters
  Score: Raw -215917.121978 + Penalty 2517.407175 = -213399.714803
  nChanged 6
		SP:Iteration 42Q (30599.170000 sec): 3 clusters
  Score: Raw -215920.704705 + Penalty 2517.407175 = -213403.297531
  nChanged 3
		SP:Iteration 43Q (30599.220000 sec): 3 clusters
  Score: Raw -215921.445138 + Penalty 2517.407175 = -213404.037963
  nChanged 4
		SP:Iteration 44Q (30599.260000 sec): 3 clusters
  Score: Raw -215922.735469 + Penalty 2517.407175 = -213405.328295
  nChanged 2
		SP:Iteration 45Q (30599.310000 sec): 3 clusters
  Score: Raw -215923.315559 + Penalty 2517.407175 = -213405.908384
  nChanged 1
		SP:Iteration 46Q (30599.350000 sec): 3 clusters
  Score: Raw -215923.868986 + Penalty 2517.407175 = -213406.461811
  nChanged 0
		SP:Iteration 47F (30599.400000 sec): 3 clusters
  Score: Raw -215923.868986 + Penalty 2517.407175 = -213406.461811
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 37 (6819 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (30599.490000 sec): 2 clusters
  Score: Raw -609927.634297 + Penalty 1434.463568 = -608493.170729
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (30599.610000 sec): 3 clusters
  Score: Raw -606162.224622 + Penalty 2868.927137 = -603293.297486
  nChanged 2893
		SP:Iteration 1F (30599.720000 sec): 3 clusters
  Score: Raw -607775.859771 + Penalty 2868.927137 = -604906.932635
  nChanged 481
		SP:Iteration 2F (30599.830000 sec): 3 clusters
  Score: Raw -608015.830827 + Penalty 2868.927137 = -605146.903690
  nChanged 347
		SP:Iteration 3F (30599.950000 sec): 3 clusters
  Score: Raw -608195.274431 + Penalty 2868.927137 = -605326.347294
  nChanged 306
		SP:Iteration 4Q (30600.070000 sec): 3 clusters
  Score: Raw -608370.662351 + Penalty 2868.927137 = -605501.735215
  nChanged 312
		SP:Iteration 5Q (30600.190000 sec): 3 clusters
  Score: Raw -608574.431206 + Penalty 2868.927137 = -605705.504070
  nChanged 366
		SP:Iteration 6F (30600.310000 sec): 3 clusters
  Score: Raw -608815.178780 + Penalty 2868.927137 = -605946.251644
  nChanged 375
		SP:Iteration 7F (30600.430000 sec): 3 clusters
  Score: Raw -609079.800254 + Penalty 2868.927137 = -606210.873117
  nChanged 362
		SP:Iteration 8F (30600.550000 sec): 3 clusters
  Score: Raw -609324.153941 + Penalty 2868.927137 = -606455.226805
  nChanged 315
		SP:Iteration 9Q (30600.670000 sec): 3 clusters
  Score: Raw -609520.433815 + Penalty 2868.927137 = -606651.506679
  nChanged 276
		SP:Iteration 10Q (30600.790000 sec): 3 clusters
  Score: Raw -609686.397077 + Penalty 2868.927137 = -606817.469940
  nChanged 231
		SP:Iteration 11Q (30600.910000 sec): 3 clusters
  Score: Raw -609813.117986 + Penalty 2868.927137 = -606944.190850
  nChanged 207
		SP:Iteration 12Q (30601.030000 sec): 3 clusters
  Score: Raw -609929.757916 + Penalty 2868.927137 = -607060.830780
  nChanged 199
		SP:Iteration 13Q (30601.150000 sec): 3 clusters
  Score: Raw -610028.789489 + Penalty 2868.927137 = -607159.862352
  nChanged 155
		SP:Iteration 14Q (30601.270000 sec): 3 clusters
  Score: Raw -610104.609457 + Penalty 2868.927137 = -607235.682320
  nChanged 146
		SP:Iteration 15Q (30601.390000 sec): 3 clusters
  Score: Raw -610169.271123 + Penalty 2868.927137 = -607300.343986
  nChanged 110
		SP:Iteration 16Q (30601.510000 sec): 3 clusters
  Score: Raw -610204.008714 + Penalty 2868.927137 = -607335.081577
  nChanged 69
		SP:Iteration 17Q (30601.640000 sec): 3 clusters
  Score: Raw -610223.403840 + Penalty 2868.927137 = -607354.476704
  nChanged 52
		SP:Iteration 18Q (30601.760000 sec): 3 clusters
  Score: Raw -610235.390877 + Penalty 2868.927137 = -607366.463741
  nChanged 41
		SP:Iteration 19Q (30601.890000 sec): 3 clusters
  Score: Raw -610244.378105 + Penalty 2868.927137 = -607375.450968
  nChanged 25
		SP:Iteration 20F (30602.010000 sec): 3 clusters
  Score: Raw -610248.768577 + Penalty 2868.927137 = -607379.841441
  nChanged 17
		SP:Iteration 21Q (30602.140000 sec): 3 clusters
  Score: Raw -610252.033740 + Penalty 2868.927137 = -607383.106603
  nChanged 12
		SP:Iteration 22Q (30602.260000 sec): 3 clusters
  Score: Raw -610253.558557 + Penalty 2868.927137 = -607384.631420
  nChanged 8
		SP:Iteration 23Q (30602.390000 sec): 3 clusters
  Score: Raw -610254.468626 + Penalty 2868.927137 = -607385.541489
  nChanged 4
		SP:Iteration 24Q (30602.510000 sec): 3 clusters
  Score: Raw -610255.000047 + Penalty 2868.927137 = -607386.072911
  nChanged 6
		SP:Iteration 25Q (30602.630000 sec): 3 clusters
  Score: Raw -610255.716345 + Penalty 2868.927137 = -607386.789208
  nChanged 9
		SP:Iteration 26Q (30602.750000 sec): 3 clusters
  Score: Raw -610256.816608 + Penalty 2868.927137 = -607387.889472
  nChanged 12
		SP:Iteration 27Q (30602.880000 sec): 3 clusters
  Score: Raw -610258.529477 + Penalty 2868.927137 = -607389.602340
  nChanged 6
		SP:Iteration 28Q (30603.000000 sec): 3 clusters
  Score: Raw -610259.771773 + Penalty 2868.927137 = -607390.844636
  nChanged 6
		SP:Iteration 29Q (30603.130000 sec): 3 clusters
  Score: Raw -610260.660380 + Penalty 2868.927137 = -607391.733244
  nChanged 7
		SP:Iteration 30Q (30603.250000 sec): 3 clusters
  Score: Raw -610261.647301 + Penalty 2868.927137 = -607392.720165
  nChanged 8
		SP:Iteration 31Q (30603.380000 sec): 3 clusters
  Score: Raw -610263.352997 + Penalty 2868.927137 = -607394.425861
  nChanged 8
		SP:Iteration 32Q (30603.500000 sec): 3 clusters
  Score: Raw -610264.415204 + Penalty 2868.927137 = -607395.488068
  nChanged 8
		SP:Iteration 33Q (30603.620000 sec): 3 clusters
  Score: Raw -610265.354604 + Penalty 2868.927137 = -607396.427467
  nChanged 7
		SP:Iteration 34Q (30603.750000 sec): 3 clusters
  Score: Raw -610266.747130 + Penalty 2868.927137 = -607397.819993
  nChanged 6
		SP:Iteration 35Q (30603.870000 sec): 3 clusters
  Score: Raw -610267.493643 + Penalty 2868.927137 = -607398.566507
  nChanged 5
		SP:Iteration 36Q (30604.000000 sec): 3 clusters
  Score: Raw -610268.025854 + Penalty 2868.927137 = -607399.098717
  nChanged 7
		SP:Iteration 37Q (30604.120000 sec): 3 clusters
  Score: Raw -610269.056787 + Penalty 2868.927137 = -607400.129651
  nChanged 6
		SP:Iteration 38Q (30604.250000 sec): 3 clusters
  Score: Raw -610269.881607 + Penalty 2868.927137 = -607400.954470
  nChanged 5
		SP:Iteration 39Q (30604.370000 sec): 3 clusters
  Score: Raw -610270.679692 + Penalty 2868.927137 = -607401.752555
  nChanged 2
		SP:Iteration 40F (30604.500000 sec): 3 clusters
  Score: Raw -610271.008103 + Penalty 2868.927137 = -607402.080967
  nChanged 2
		SP:Iteration 41Q (30604.630000 sec): 3 clusters
  Score: Raw -610271.246648 + Penalty 2868.927137 = -607402.319511
  nChanged 4
		SP:Iteration 42Q (30604.750000 sec): 3 clusters
  Score: Raw -610271.829731 + Penalty 2868.927137 = -607402.902595
  nChanged 5
		SP:Iteration 43Q (30604.870000 sec): 3 clusters
  Score: Raw -610272.407129 + Penalty 2868.927137 = -607403.479993
  nChanged 5
		SP:Iteration 44Q (30605.000000 sec): 3 clusters
  Score: Raw -610273.186496 + Penalty 2868.927137 = -607404.259360
  nChanged 9
		SP:Iteration 45Q (30605.130000 sec): 3 clusters
  Score: Raw -610274.857489 + Penalty 2868.927137 = -607405.930353
  nChanged 8
		SP:Iteration 46Q (30605.250000 sec): 3 clusters
  Score: Raw -610276.590269 + Penalty 2868.927137 = -607407.663132
  nChanged 6
		SP:Iteration 47Q (30605.380000 sec): 3 clusters
  Score: Raw -610277.965233 + Penalty 2868.927137 = -607409.038096
  nChanged 10
		SP:Iteration 48Q (30605.500000 sec): 3 clusters
  Score: Raw -610279.716049 + Penalty 2868.927137 = -607410.788912
  nChanged 10
		SP:Iteration 49Q (30605.630000 sec): 3 clusters
  Score: Raw -610281.203545 + Penalty 2868.927137 = -607412.276408
  nChanged 6
		SP:Iteration 50Q (30605.750000 sec): 3 clusters
  Score: Raw -610282.539048 + Penalty 2868.927137 = -607413.611912
  nChanged 10
		SP:Iteration 51Q (30605.880000 sec): 3 clusters
  Score: Raw -610284.797557 + Penalty 2868.927137 = -607415.870421
  nChanged 11
		SP:Iteration 52Q (30606.000000 sec): 3 clusters
  Score: Raw -610286.401403 + Penalty 2868.927137 = -607417.474266
  nChanged 8
		SP:Iteration 53Q (30606.130000 sec): 3 clusters
  Score: Raw -610287.538994 + Penalty 2868.927137 = -607418.611857
  nChanged 9
		SP:Iteration 54Q (30606.250000 sec): 3 clusters
  Score: Raw -610289.043693 + Penalty 2868.927137 = -607420.116556
  nChanged 5
		SP:Iteration 55Q (30606.380000 sec): 3 clusters
  Score: Raw -610289.708291 + Penalty 2868.927137 = -607420.781155
  nChanged 2
		SP:Iteration 56Q (30606.500000 sec): 3 clusters
  Score: Raw -610290.023770 + Penalty 2868.927137 = -607421.096633
  nChanged 3
		SP:Iteration 57Q (30606.630000 sec): 3 clusters
  Score: Raw -610290.327300 + Penalty 2868.927137 = -607421.400164
  nChanged 2
		SP:Iteration 58Q (30606.750000 sec): 3 clusters
  Score: Raw -610291.022361 + Penalty 2868.927137 = -607422.095224
  nChanged 4
		SP:Iteration 59Q (30606.880000 sec): 3 clusters
  Score: Raw -610291.749974 + Penalty 2868.927137 = -607422.822838
  nChanged 5
		SP:Iteration 60F (30607.000000 sec): 3 clusters
  Score: Raw -610292.958049 + Penalty 2868.927137 = -607424.030912
  nChanged 6
		SP:Iteration 61Q (30607.130000 sec): 3 clusters
  Score: Raw -610294.286123 + Penalty 2868.927137 = -607425.358987
  nChanged 7
		SP:Iteration 62Q (30607.250000 sec): 3 clusters
  Score: Raw -610295.335946 + Penalty 2868.927137 = -607426.408809
  nChanged 4
		SP:Iteration 63Q (30607.380000 sec): 3 clusters
  Score: Raw -610295.901096 + Penalty 2868.927137 = -607426.973960
  nChanged 2
		SP:Iteration 64Q (30607.510000 sec): 3 clusters
  Score: Raw -610296.047192 + Penalty 2868.927137 = -607427.120055
  nChanged 0
		SP:Iteration 65F (30607.630000 sec): 3 clusters
  Score: Raw -610296.047192 + Penalty 2868.927137 = -607427.120055
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 38 (14062 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (30607.780000 sec): 2 clusters
  Score: Raw -1151643.258328 + Penalty 1552.075103 = -1150091.183225
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (30608.000000 sec): 3 clusters
  Score: Raw -1143505.452262 + Penalty 3104.150206 = -1140401.302056
  nChanged 6199
		SP:Iteration 1F (30608.200000 sec): 3 clusters
  Score: Raw -1146888.105836 + Penalty 3104.150206 = -1143783.955630
  nChanged 858
		SP:Iteration 2F (30608.440000 sec): 3 clusters
  Score: Raw -1147283.941407 + Penalty 3104.150206 = -1144179.791201
  nChanged 800
		SP:Iteration 3F (30608.640000 sec): 3 clusters
  Score: Raw -1147676.258129 + Penalty 3104.150206 = -1144572.107923
  nChanged 730
		SP:Iteration 4F (30608.830000 sec): 3 clusters
  Score: Raw -1148021.843497 + Penalty 3104.150206 = -1144917.693291
  nChanged 724
		SP:Iteration 5F (30609.020000 sec): 3 clusters
  Score: Raw -1148384.722622 + Penalty 3104.150206 = -1145280.572416
  nChanged 672
		SP:Iteration 6Q (30609.270000 sec): 3 clusters
  Score: Raw -1148749.087112 + Penalty 3104.150206 = -1145644.936906
  nChanged 693
		SP:Iteration 7Q (30609.470000 sec): 3 clusters
  Score: Raw -1149164.919051 + Penalty 3104.150206 = -1146060.768845
  nChanged 725
		SP:Iteration 8F (30609.660000 sec): 3 clusters
  Score: Raw -1149608.235807 + Penalty 3104.150206 = -1146504.085601
  nChanged 678
		SP:Iteration 9Q (30609.860000 sec): 3 clusters
  Score: Raw -1150023.009070 + Penalty 3104.150206 = -1146918.858865
  nChanged 641
		SP:Iteration 10Q (30610.060000 sec): 3 clusters
  Score: Raw -1150390.070485 + Penalty 3104.150206 = -1147285.920279
  nChanged 538
		SP:Iteration 11Q (30610.260000 sec): 3 clusters
  Score: Raw -1150690.905056 + Penalty 3104.150206 = -1147586.754850
  nChanged 455
		SP:Iteration 12Q (30610.450000 sec): 3 clusters
  Score: Raw -1150962.249981 + Penalty 3104.150206 = -1147858.099775
  nChanged 399
		SP:Iteration 13Q (30610.650000 sec): 3 clusters
  Score: Raw -1151163.932069 + Penalty 3104.150206 = -1148059.781864
  nChanged 331
		SP:Iteration 14Q (30610.900000 sec): 3 clusters
  Score: Raw -1151316.290264 + Penalty 3104.150206 = -1148212.140059
  nChanged 298
		SP:Iteration 15Q (30611.090000 sec): 3 clusters
  Score: Raw -1151448.794738 + Penalty 3104.150206 = -1148344.644532
  nChanged 253
		SP:Iteration 16Q (30611.290000 sec): 3 clusters
  Score: Raw -1151542.679831 + Penalty 3104.150206 = -1148438.529625
  nChanged 218
		SP:Iteration 17Q (30611.480000 sec): 3 clusters
  Score: Raw -1151611.418850 + Penalty 3104.150206 = -1148507.268644
  nChanged 184
		SP:Iteration 18Q (30611.670000 sec): 3 clusters
  Score: Raw -1151668.633854 + Penalty 3104.150206 = -1148564.483648
  nChanged 157
		SP:Iteration 19Q (30611.870000 sec): 3 clusters
  Score: Raw -1151713.399540 + Penalty 3104.150206 = -1148609.249334
  nChanged 156
		SP:Iteration 20F (30612.110000 sec): 3 clusters
  Score: Raw -1151752.597164 + Penalty 3104.150206 = -1148648.446958
  nChanged 124
		SP:Iteration 21Q (30612.310000 sec): 3 clusters
  Score: Raw -1151781.575814 + Penalty 3104.150206 = -1148677.425608
  nChanged 102
		SP:Iteration 22Q (30612.500000 sec): 3 clusters
  Score: Raw -1151805.340989 + Penalty 3104.150206 = -1148701.190783
  nChanged 95
		SP:Iteration 23Q (30612.690000 sec): 3 clusters
  Score: Raw -1151823.985326 + Penalty 3104.150206 = -1148719.835120
  nChanged 84
		SP:Iteration 24Q (30612.930000 sec): 3 clusters
  Score: Raw -1151841.165383 + Penalty 3104.150206 = -1148737.015177
  nChanged 74
		SP:Iteration 25Q (30613.130000 sec): 3 clusters
  Score: Raw -1151853.099659 + Penalty 3104.150206 = -1148748.949453
  nChanged 53
		SP:Iteration 26Q (30613.320000 sec): 3 clusters
  Score: Raw -1151860.679750 + Penalty 3104.150206 = -1148756.529544
  nChanged 50
		SP:Iteration 27Q (30613.510000 sec): 3 clusters
  Score: Raw -1151867.609226 + Penalty 3104.150206 = -1148763.459020
  nChanged 45
		SP:Iteration 28Q (30613.710000 sec): 3 clusters
  Score: Raw -1151874.750570 + Penalty 3104.150206 = -1148770.600364
  nChanged 49
		SP:Iteration 29Q (30613.950000 sec): 3 clusters
  Score: Raw -1151882.275359 + Penalty 3104.150206 = -1148778.125153
  nChanged 33
		SP:Iteration 30Q (30614.150000 sec): 3 clusters
  Score: Raw -1151886.663891 + Penalty 3104.150206 = -1148782.513685
  nChanged 21
		SP:Iteration 31Q (30614.340000 sec): 3 clusters
  Score: Raw -1151888.493169 + Penalty 3104.150206 = -1148784.342963
  nChanged 16
		SP:Iteration 32Q (30614.530000 sec): 3 clusters
  Score: Raw -1151890.043384 + Penalty 3104.150206 = -1148785.893178
  nChanged 16
		SP:Iteration 33Q (30614.720000 sec): 3 clusters
  Score: Raw -1151891.416091 + Penalty 3104.150206 = -1148787.265885
  nChanged 18
		SP:Iteration 34Q (30614.970000 sec): 3 clusters
  Score: Raw -1151893.902059 + Penalty 3104.150206 = -1148789.751853
  nChanged 26
		SP:Iteration 35Q (30615.160000 sec): 3 clusters
  Score: Raw -1151897.326514 + Penalty 3104.150206 = -1148793.176308
  nChanged 27
		SP:Iteration 36Q (30615.350000 sec): 3 clusters
  Score: Raw -1151899.575821 + Penalty 3104.150206 = -1148795.425615
  nChanged 20
		SP:Iteration 37Q (30615.550000 sec): 3 clusters
  Score: Raw -1151901.534160 + Penalty 3104.150206 = -1148797.383954
  nChanged 24
		SP:Iteration 38Q (30615.790000 sec): 3 clusters
  Score: Raw -1151903.618751 + Penalty 3104.150206 = -1148799.468545
  nChanged 14
		SP:Iteration 39Q (30615.990000 sec): 3 clusters
  Score: Raw -1151905.118801 + Penalty 3104.150206 = -1148800.968595
  nChanged 18
		SP:Iteration 40F (30616.180000 sec): 3 clusters
  Score: Raw -1151906.852423 + Penalty 3104.150206 = -1148802.702217
  nChanged 21
		SP:Iteration 41Q (30616.370000 sec): 3 clusters
  Score: Raw -1151908.483003 + Penalty 3104.150206 = -1148804.332797
  nChanged 14
		SP:Iteration 42Q (30616.610000 sec): 3 clusters
  Score: Raw -1151910.349122 + Penalty 3104.150206 = -1148806.198916
  nChanged 15
		SP:Iteration 43Q (30616.810000 sec): 3 clusters
  Score: Raw -1151911.734422 + Penalty 3104.150206 = -1148807.584216
  nChanged 16
		SP:Iteration 44Q (30617.000000 sec): 3 clusters
  Score: Raw -1151913.034789 + Penalty 3104.150206 = -1148808.884583
  nChanged 11
		SP:Iteration 45Q (30617.200000 sec): 3 clusters
  Score: Raw -1151914.116158 + Penalty 3104.150206 = -1148809.965952
  nChanged 10
		SP:Iteration 46Q (30617.390000 sec): 3 clusters
  Score: Raw -1151914.992314 + Penalty 3104.150206 = -1148810.842108
  nChanged 9
		SP:Iteration 47Q (30617.640000 sec): 3 clusters
  Score: Raw -1151915.794472 + Penalty 3104.150206 = -1148811.644266
  nChanged 14
		SP:Iteration 48Q (30617.830000 sec): 3 clusters
  Score: Raw -1151917.201708 + Penalty 3104.150206 = -1148813.051502
  nChanged 8
		SP:Iteration 49Q (30618.030000 sec): 3 clusters
  Score: Raw -1151917.743393 + Penalty 3104.150206 = -1148813.593187
  nChanged 7
		SP:Iteration 50Q (30618.220000 sec): 3 clusters
  Score: Raw -1151918.222487 + Penalty 3104.150206 = -1148814.072281
  nChanged 7
		SP:Iteration 51Q (30618.460000 sec): 3 clusters
  Score: Raw -1151918.942924 + Penalty 3104.150206 = -1148814.792719
  nChanged 9
		SP:Iteration 52Q (30618.660000 sec): 3 clusters
  Score: Raw -1151919.633047 + Penalty 3104.150206 = -1148815.482841
  nChanged 6
		SP:Iteration 53Q (30618.850000 sec): 3 clusters
  Score: Raw -1151920.299445 + Penalty 3104.150206 = -1148816.149239
  nChanged 12
		SP:Iteration 54Q (30619.050000 sec): 3 clusters
  Score: Raw -1151921.638896 + Penalty 3104.150206 = -1148817.488690
  nChanged 14
		SP:Iteration 55Q (30619.240000 sec): 3 clusters
  Score: Raw -1151922.997153 + Penalty 3104.150206 = -1148818.846947
  nChanged 11
		SP:Iteration 56Q (30619.480000 sec): 3 clusters
  Score: Raw -1151924.206661 + Penalty 3104.150206 = -1148820.056455
  nChanged 13
		SP:Iteration 57Q (30619.680000 sec): 3 clusters
  Score: Raw -1151925.627890 + Penalty 3104.150206 = -1148821.477684
  nChanged 11
		SP:Iteration 58Q (30619.870000 sec): 3 clusters
  Score: Raw -1151926.444496 + Penalty 3104.150206 = -1148822.294291
  nChanged 8
		SP:Iteration 59Q (30620.070000 sec): 3 clusters
  Score: Raw -1151927.139036 + Penalty 3104.150206 = -1148822.988830
  nChanged 8
		SP:Iteration 60F (30620.250000 sec): 3 clusters
  Score: Raw -1151927.622121 + Penalty 3104.150206 = -1148823.471915
  nChanged 4
		SP:Iteration 61Q (30620.500000 sec): 3 clusters
  Score: Raw -1151927.824665 + Penalty 3104.150206 = -1148823.674459
  nChanged 2
		SP:Iteration 62Q (30620.690000 sec): 3 clusters
  Score: Raw -1151927.900443 + Penalty 3104.150206 = -1148823.750237
  nChanged 1
		SP:Iteration 63Q (30620.890000 sec): 3 clusters
  Score: Raw -1151927.938349 + Penalty 3104.150206 = -1148823.788143
  nChanged 3
		SP:Iteration 64Q (30621.080000 sec): 3 clusters
  Score: Raw -1151928.145721 + Penalty 3104.150206 = -1148823.995516
  nChanged 3
		SP:Iteration 65Q (30621.270000 sec): 3 clusters
  Score: Raw -1151928.362126 + Penalty 3104.150206 = -1148824.211920
  nChanged 5
		SP:Iteration 66Q (30621.520000 sec): 3 clusters
  Score: Raw -1151928.774903 + Penalty 3104.150206 = -1148824.624698
  nChanged 3
		SP:Iteration 67Q (30621.710000 sec): 3 clusters
  Score: Raw -1151929.018114 + Penalty 3104.150206 = -1148824.867908
  nChanged 6
		SP:Iteration 68Q (30621.910000 sec): 3 clusters
  Score: Raw -1151929.578157 + Penalty 3104.150206 = -1148825.427951
  nChanged 4
		SP:Iteration 69Q (30622.100000 sec): 3 clusters
  Score: Raw -1151929.863324 + Penalty 3104.150206 = -1148825.713118
  nChanged 4
		SP:Iteration 70Q (30622.320000 sec): 3 clusters
  Score: Raw -1151930.088424 + Penalty 3104.150206 = -1148825.938218
  nChanged 2
		SP:Iteration 71Q (30622.510000 sec): 3 clusters
  Score: Raw -1151930.303384 + Penalty 3104.150206 = -1148826.153178
  nChanged 4
		SP:Iteration 72Q (30622.760000 sec): 3 clusters
  Score: Raw -1151930.712754 + Penalty 3104.150206 = -1148826.562548
  nChanged 7
		SP:Iteration 73Q (30622.950000 sec): 3 clusters
  Score: Raw -1151931.112527 + Penalty 3104.150206 = -1148826.962321
  nChanged 3
		SP:Iteration 74Q (30623.150000 sec): 3 clusters
  Score: Raw -1151931.343073 + Penalty 3104.150206 = -1148827.192867
  nChanged 1
		SP:Iteration 75Q (30623.340000 sec): 3 clusters
  Score: Raw -1151931.397030 + Penalty 3104.150206 = -1148827.246824
  nChanged 2
		SP:Iteration 76Q (30623.530000 sec): 3 clusters
  Score: Raw -1151931.491972 + Penalty 3104.150206 = -1148827.341766
  nChanged 0
		SP:Iteration 77F (30623.730000 sec): 3 clusters
  Score: Raw -1151931.491972 + Penalty 3104.150206 = -1148827.341766
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 39 (4984 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (30623.810000 sec): 2 clusters
  Score: Raw -429422.340390 + Penalty 1383.523060 = -428038.817330
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (30623.930000 sec): 3 clusters
  Score: Raw -426806.585037 + Penalty 2767.046120 = -424039.538917
  nChanged 2060
		SP:Iteration 1F (30624.020000 sec): 3 clusters
  Score: Raw -428024.933171 + Penalty 2767.046120 = -425257.887052
  nChanged 369
		SP:Iteration 2F (30624.110000 sec): 3 clusters
  Score: Raw -428205.309333 + Penalty 2767.046120 = -425438.263214
  nChanged 221
		SP:Iteration 3Q (30624.210000 sec): 3 clusters
  Score: Raw -428300.932635 + Penalty 2767.046120 = -425533.886515
  nChanged 163
		SP:Iteration 4Q (30624.300000 sec): 3 clusters
  Score: Raw -428373.814905 + Penalty 2767.046120 = -425606.768785
  nChanged 128
		SP:Iteration 5Q (30624.400000 sec): 3 clusters
  Score: Raw -428431.340700 + Penalty 2767.046120 = -425664.294581
  nChanged 126
		SP:Iteration 6Q (30624.500000 sec): 3 clusters
  Score: Raw -428498.159486 + Penalty 2767.046120 = -425731.113366
  nChanged 136
		SP:Iteration 7Q (30624.590000 sec): 3 clusters
  Score: Raw -428575.019501 + Penalty 2767.046120 = -425807.973381
  nChanged 159
		SP:Iteration 8Q (30624.680000 sec): 3 clusters
  Score: Raw -428657.617373 + Penalty 2767.046120 = -425890.571253
  nChanged 145
		SP:Iteration 9Q (30624.780000 sec): 3 clusters
  Score: Raw -428737.156360 + Penalty 2767.046120 = -425970.110240
  nChanged 154
		SP:Iteration 10Q (30624.870000 sec): 3 clusters
  Score: Raw -428821.100111 + Penalty 2767.046120 = -426054.053991
  nChanged 132
		SP:Iteration 11Q (30624.960000 sec): 3 clusters
  Score: Raw -428897.191281 + Penalty 2767.046120 = -426130.145161
  nChanged 132
		SP:Iteration 12Q (30625.060000 sec): 3 clusters
  Score: Raw -428974.531644 + Penalty 2767.046120 = -426207.485525
  nChanged 127
		SP:Iteration 13Q (30625.150000 sec): 3 clusters
  Score: Raw -429042.616420 + Penalty 2767.046120 = -426275.570300
  nChanged 109
		SP:Iteration 14Q (30625.240000 sec): 3 clusters
  Score: Raw -429100.761406 + Penalty 2767.046120 = -426333.715287
  nChanged 89
		SP:Iteration 15Q (30625.330000 sec): 3 clusters
  Score: Raw -429154.491279 + Penalty 2767.046120 = -426387.445159
  nChanged 83
		SP:Iteration 16Q (30625.420000 sec): 3 clusters
  Score: Raw -429203.472732 + Penalty 2767.046120 = -426436.426612
  nChanged 86
		SP:Iteration 17Q (30625.510000 sec): 3 clusters
  Score: Raw -429258.079826 + Penalty 2767.046120 = -426491.033707
  nChanged 92
		SP:Iteration 18Q (30625.600000 sec): 3 clusters
  Score: Raw -429327.611668 + Penalty 2767.046120 = -426560.565548
  nChanged 88
		SP:Iteration 19Q (30625.690000 sec): 3 clusters
  Score: Raw -429392.234891 + Penalty 2767.046120 = -426625.188771
  nChanged 67
		SP:Iteration 20F (30625.780000 sec): 3 clusters
  Score: Raw -429444.831241 + Penalty 2767.046120 = -426677.785121
  nChanged 45
		SP:Iteration 21Q (30625.870000 sec): 3 clusters
  Score: Raw -429482.313081 + Penalty 2767.046120 = -426715.266962
  nChanged 30
		SP:Iteration 22Q (30625.960000 sec): 3 clusters
  Score: Raw -429505.772072 + Penalty 2767.046120 = -426738.725952
  nChanged 23
		SP:Iteration 23Q (30626.050000 sec): 3 clusters
  Score: Raw -429527.469277 + Penalty 2767.046120 = -426760.423157
  nChanged 32
		SP:Iteration 24Q (30626.140000 sec): 3 clusters
  Score: Raw -429562.551298 + Penalty 2767.046120 = -426795.505178
  nChanged 19
		SP:Iteration 25Q (30626.220000 sec): 3 clusters
  Score: Raw -429583.848152 + Penalty 2767.046120 = -426816.802032
  nChanged 12
		SP:Iteration 26Q (30626.310000 sec): 3 clusters
  Score: Raw -429594.362547 + Penalty 2767.046120 = -426827.316427
  nChanged 9
		SP:Iteration 27Q (30626.400000 sec): 3 clusters
  Score: Raw -429603.478911 + Penalty 2767.046120 = -426836.432791
  nChanged 5
		SP:Iteration 28Q (30626.480000 sec): 3 clusters
  Score: Raw -429607.576563 + Penalty 2767.046120 = -426840.530444
  nChanged 2
		SP:Iteration 29Q (30626.570000 sec): 3 clusters
  Score: Raw -429610.181292 + Penalty 2767.046120 = -426843.135172
  nChanged 4
		SP:Iteration 30Q (30626.660000 sec): 3 clusters
  Score: Raw -429613.478415 + Penalty 2767.046120 = -426846.432295
  nChanged 2
		SP:Iteration 31Q (30626.740000 sec): 3 clusters
  Score: Raw -429614.540187 + Penalty 2767.046120 = -426847.494067
  nChanged 1
		SP:Iteration 32Q (30626.830000 sec): 3 clusters
  Score: Raw -429614.696835 + Penalty 2767.046120 = -426847.650716
  nChanged 0
		SP:Iteration 33F (30626.920000 sec): 3 clusters
  Score: Raw -429614.696835 + Penalty 2767.046120 = -426847.650716
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 40 (18311 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (30627.120000 sec): 2 clusters
  Score: Raw -1665696.386570 + Penalty 1594.979303 = -1664101.407267
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (30627.360000 sec): 3 clusters
  Score: Raw -1654683.912385 + Penalty 3189.958607 = -1651493.953778
  nChanged 8218
		SP:Iteration 1F (30627.620000 sec): 3 clusters
  Score: Raw -1659195.093463 + Penalty 3189.958607 = -1656005.134856
  nChanged 949
		SP:Iteration 2F (30627.850000 sec): 3 clusters
  Score: Raw -1659543.773817 + Penalty 3189.958607 = -1656353.815211
  nChanged 864
		SP:Iteration 3Q (30628.120000 sec): 3 clusters
  Score: Raw -1659858.008469 + Penalty 3189.958607 = -1656668.049863
  nChanged 806
		SP:Iteration 4Q (30628.420000 sec): 3 clusters
  Score: Raw -1660154.304682 + Penalty 3189.958607 = -1656964.346076
  nChanged 800
		SP:Iteration 5Q (30628.660000 sec): 3 clusters
  Score: Raw -1660494.182901 + Penalty 3189.958607 = -1657304.224294
  nChanged 821
		SP:Iteration 6Q (30628.910000 sec): 3 clusters
  Score: Raw -1660871.854416 + Penalty 3189.958607 = -1657681.895809
  nChanged 871
		SP:Iteration 7Q (30629.190000 sec): 3 clusters
  Score: Raw -1661326.647753 + Penalty 3189.958607 = -1658136.689146
  nChanged 905
		SP:Iteration 8Q (30629.440000 sec): 3 clusters
  Score: Raw -1661873.423672 + Penalty 3189.958607 = -1658683.465065
  nChanged 940
		SP:Iteration 9F (30629.690000 sec): 3 clusters
  Score: Raw -1662507.191179 + Penalty 3189.958607 = -1659317.232572
  nChanged 928
		SP:Iteration 10F (30629.980000 sec): 3 clusters
  Score: Raw -1663178.726656 + Penalty 3189.958607 = -1659988.768049
  nChanged 832
		SP:Iteration 11Q (30630.230000 sec): 3 clusters
  Score: Raw -1663781.379485 + Penalty 3189.958607 = -1660591.420878
  nChanged 706
		SP:Iteration 12Q (30630.460000 sec): 3 clusters
  Score: Raw -1664305.068423 + Penalty 3189.958607 = -1661115.109816
  nChanged 552
		SP:Iteration 13Q (30630.740000 sec): 3 clusters
  Score: Raw -1664712.741679 + Penalty 3189.958607 = -1661522.783072
  nChanged 460
		SP:Iteration 14Q (30630.990000 sec): 3 clusters
  Score: Raw -1665049.874694 + Penalty 3189.958607 = -1661859.916087
  nChanged 353
		SP:Iteration 15Q (30631.240000 sec): 3 clusters
  Score: Raw -1665307.590724 + Penalty 3189.958607 = -1662117.632117
  nChanged 239
		SP:Iteration 16Q (30631.480000 sec): 3 clusters
  Score: Raw -1665488.230595 + Penalty 3189.958607 = -1662298.271989
  nChanged 182
		SP:Iteration 17Q (30631.710000 sec): 3 clusters
  Score: Raw -1665646.513676 + Penalty 3189.958607 = -1662456.555069
  nChanged 115
		SP:Iteration 18Q (30631.940000 sec): 3 clusters
  Score: Raw -1665744.793504 + Penalty 3189.958607 = -1662554.834898
  nChanged 68
		SP:Iteration 19Q (30632.160000 sec): 3 clusters
  Score: Raw -1665808.436815 + Penalty 3189.958607 = -1662618.478209
  nChanged 51
		SP:Iteration 20F (30632.410000 sec): 3 clusters
  Score: Raw -1665852.442327 + Penalty 3189.958607 = -1662662.483721
  nChanged 36
		SP:Iteration 21Q (30632.640000 sec): 3 clusters
  Score: Raw -1665887.709132 + Penalty 3189.958607 = -1662697.750526
  nChanged 30
		SP:Iteration 22Q (30632.870000 sec): 3 clusters
  Score: Raw -1665925.643186 + Penalty 3189.958607 = -1662735.684579
  nChanged 17
		SP:Iteration 23Q (30633.130000 sec): 3 clusters
  Score: Raw -1665946.918527 + Penalty 3189.958607 = -1662756.959920
  nChanged 16
		SP:Iteration 24Q (30633.360000 sec): 3 clusters
  Score: Raw -1665965.193466 + Penalty 3189.958607 = -1662775.234860
  nChanged 10
		SP:Iteration 25Q (30633.610000 sec): 3 clusters
  Score: Raw -1665976.352137 + Penalty 3189.958607 = -1662786.393530
  nChanged 4
		SP:Iteration 26Q (30633.850000 sec): 3 clusters
  Score: Raw -1665979.347603 + Penalty 3189.958607 = -1662789.388996
  nChanged 1
		SP:Iteration 27Q (30634.070000 sec): 3 clusters
  Score: Raw -1665979.537083 + Penalty 3189.958607 = -1662789.578477
  nChanged 0
		SP:Iteration 28F (30634.320000 sec): 3 clusters
  Score: Raw -1665979.537083 + Penalty 3189.958607 = -1662789.578477
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 41 (1393 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (30634.380000 sec): 2 clusters
  Score: Raw -117827.058159 + Penalty 1176.372433 = -116650.685726
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (30634.410000 sec): 3 clusters
  Score: Raw -117296.119555 + Penalty 2352.744866 = -114943.374689
  nChanged 460
		SP:Iteration 1F (30634.450000 sec): 3 clusters
  Score: Raw -117594.189180 + Penalty 2352.744866 = -115241.444314
  nChanged 89
		SP:Iteration 2F (30634.490000 sec): 3 clusters
  Score: Raw -117677.746727 + Penalty 2352.744866 = -115325.001861
  nChanged 61
		SP:Iteration 3Q (30634.530000 sec): 3 clusters
  Score: Raw -117735.019050 + Penalty 2352.744866 = -115382.274184
  nChanged 49
		SP:Iteration 4Q (30634.550000 sec): 3 clusters
  Score: Raw -117780.092313 + Penalty 2352.744866 = -115427.347446
  nChanged 46
		SP:Iteration 5Q (30634.580000 sec): 3 clusters
  Score: Raw -117825.735782 + Penalty 2352.744866 = -115472.990916
  nChanged 39
		SP:Iteration 6Q (30634.610000 sec): 3 clusters
  Score: Raw -117867.649458 + Penalty 2352.744866 = -115514.904591
  nChanged 34
		SP:Iteration 7Q (30634.640000 sec): 3 clusters
  Score: Raw -117890.533680 + Penalty 2352.744866 = -115537.788814
  nChanged 23
		SP:Iteration 8Q (30634.670000 sec): 3 clusters
  Score: Raw -117913.080182 + Penalty 2352.744866 = -115560.335316
  nChanged 23
		SP:Iteration 9Q (30634.700000 sec): 3 clusters
  Score: Raw -117936.871309 + Penalty 2352.744866 = -115584.126442
  nChanged 25
		SP:Iteration 10Q (30634.730000 sec): 3 clusters
  Score: Raw -117964.210434 + Penalty 2352.744866 = -115611.465567
  nChanged 20
		SP:Iteration 11Q (30634.760000 sec): 3 clusters
  Score: Raw -117975.166714 + Penalty 2352.744866 = -115622.421847
  nChanged 10
		SP:Iteration 12Q (30634.790000 sec): 3 clusters
  Score: Raw -117984.189821 + Penalty 2352.744866 = -115631.444954
  nChanged 6
		SP:Iteration 13Q (30634.820000 sec): 3 clusters
  Score: Raw -117989.594494 + Penalty 2352.744866 = -115636.849628
  nChanged 8
		SP:Iteration 14Q (30634.850000 sec): 3 clusters
  Score: Raw -117999.928716 + Penalty 2352.744866 = -115647.183850
  nChanged 9
		SP:Iteration 15Q (30634.870000 sec): 3 clusters
  Score: Raw -118005.486501 + Penalty 2352.744866 = -115652.741635
  nChanged 5
		SP:Iteration 16Q (30634.910000 sec): 3 clusters
  Score: Raw -118008.107311 + Penalty 2352.744866 = -115655.362445
  nChanged 3
		SP:Iteration 17Q (30634.940000 sec): 3 clusters
  Score: Raw -118010.099204 + Penalty 2352.744866 = -115657.354337
  nChanged 4
		SP:Iteration 18Q (30634.960000 sec): 3 clusters
  Score: Raw -118016.205616 + Penalty 2352.744866 = -115663.460749
  nChanged 6
		SP:Iteration 19Q (30634.990000 sec): 3 clusters
  Score: Raw -118021.068124 + Penalty 2352.744866 = -115668.323258
  nChanged 9
		SP:Iteration 20F (30635.020000 sec): 3 clusters
  Score: Raw -118027.703464 + Penalty 2352.744866 = -115674.958598
  nChanged 11
		SP:Iteration 21Q (30635.050000 sec): 3 clusters
  Score: Raw -118038.904362 + Penalty 2352.744866 = -115686.159496
  nChanged 16
		SP:Iteration 22Q (30635.080000 sec): 3 clusters
  Score: Raw -118052.840334 + Penalty 2352.744866 = -115700.095467
  nChanged 13
		SP:Iteration 23Q (30635.110000 sec): 3 clusters
  Score: Raw -118063.450027 + Penalty 2352.744866 = -115710.705161
  nChanged 10
		SP:Iteration 24Q (30635.140000 sec): 3 clusters
  Score: Raw -118070.175721 + Penalty 2352.744866 = -115717.430855
  nChanged 8
		SP:Iteration 25Q (30635.170000 sec): 3 clusters
  Score: Raw -118076.078203 + Penalty 2352.744866 = -115723.333337
  nChanged 5
		SP:Iteration 26Q (30635.200000 sec): 3 clusters
  Score: Raw -118078.297377 + Penalty 2352.744866 = -115725.552511
  nChanged 1
		SP:Iteration 27Q (30635.220000 sec): 3 clusters
  Score: Raw -118079.196584 + Penalty 2352.744866 = -115726.451718
  nChanged 2
		SP:Iteration 28Q (30635.260000 sec): 3 clusters
  Score: Raw -118082.034531 + Penalty 2352.744866 = -115729.289665
  nChanged 3
		SP:Iteration 29Q (30635.280000 sec): 3 clusters
  Score: Raw -118084.486535 + Penalty 2352.744866 = -115731.741668
  nChanged 2
		SP:Iteration 30Q (30635.310000 sec): 3 clusters
  Score: Raw -118085.539300 + Penalty 2352.744866 = -115732.794433
  nChanged 1
		SP:Iteration 31Q (30635.340000 sec): 3 clusters
  Score: Raw -118086.181608 + Penalty 2352.744866 = -115733.436742
  nChanged 1
		SP:Iteration 32Q (30635.370000 sec): 3 clusters
  Score: Raw -118087.009476 + Penalty 2352.744866 = -115734.264609
  nChanged 0
		SP:Iteration 33F (30635.400000 sec): 3 clusters
  Score: Raw -118087.009476 + Penalty 2352.744866 = -115734.264609
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 42 (1527 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (30635.460000 sec): 2 clusters
  Score: Raw -111705.735321 + Penalty 1191.297300 = -110514.438021
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (30635.490000 sec): 3 clusters
  Score: Raw -111213.759023 + Penalty 2382.594599 = -108831.164423
  nChanged 516
		SP:Iteration 1F (30635.520000 sec): 3 clusters
  Score: Raw -111638.623899 + Penalty 2382.594599 = -109256.029300
  nChanged 126
		SP:Iteration 2F (30635.550000 sec): 3 clusters
  Score: Raw -111778.372295 + Penalty 2382.594599 = -109395.777696
  nChanged 86
		SP:Iteration 3F (30635.580000 sec): 3 clusters
  Score: Raw -111874.951585 + Penalty 2382.594599 = -109492.356986
  nChanged 70
		SP:Iteration 4Q (30635.610000 sec): 3 clusters
  Score: Raw -111963.154385 + Penalty 2382.594599 = -109580.559786
  nChanged 68
		SP:Iteration 5Q (30635.640000 sec): 3 clusters
  Score: Raw -112051.165769 + Penalty 2382.594599 = -109668.571170
  nChanged 69
		SP:Iteration 6Q (30635.670000 sec): 3 clusters
  Score: Raw -112132.333526 + Penalty 2382.594599 = -109749.738927
  nChanged 58
		SP:Iteration 7Q (30635.700000 sec): 3 clusters
  Score: Raw -112206.680344 + Penalty 2382.594599 = -109824.085745
  nChanged 53
		SP:Iteration 8Q (30635.730000 sec): 3 clusters
  Score: Raw -112277.884516 + Penalty 2382.594599 = -109895.289917
  nChanged 51
		SP:Iteration 9Q (30635.760000 sec): 3 clusters
  Score: Raw -112351.716198 + Penalty 2382.594599 = -109969.121599
  nChanged 50
		SP:Iteration 10Q (30635.790000 sec): 3 clusters
  Score: Raw -112416.735931 + Penalty 2382.594599 = -110034.141332
  nChanged 35
		SP:Iteration 11Q (30635.820000 sec): 3 clusters
  Score: Raw -112456.616281 + Penalty 2382.594599 = -110074.021682
  nChanged 23
		SP:Iteration 12Q (30635.840000 sec): 3 clusters
  Score: Raw -112486.988338 + Penalty 2382.594599 = -110104.393739
  nChanged 16
		SP:Iteration 13Q (30635.880000 sec): 3 clusters
  Score: Raw -112512.651817 + Penalty 2382.594599 = -110130.057218
  nChanged 10
		SP:Iteration 14Q (30635.900000 sec): 3 clusters
  Score: Raw -112524.304488 + Penalty 2382.594599 = -110141.709889
  nChanged 7
		SP:Iteration 15Q (30635.930000 sec): 3 clusters
  Score: Raw -112530.586000 + Penalty 2382.594599 = -110147.991401
  nChanged 7
		SP:Iteration 16Q (30635.960000 sec): 3 clusters
  Score: Raw -112538.578599 + Penalty 2382.594599 = -110155.984000
  nChanged 7
		SP:Iteration 17Q (30635.990000 sec): 3 clusters
  Score: Raw -112543.588292 + Penalty 2382.594599 = -110160.993693
  nChanged 3
		SP:Iteration 18Q (30636.020000 sec): 3 clusters
  Score: Raw -112545.899118 + Penalty 2382.594599 = -110163.304518
  nChanged 2
		SP:Iteration 19Q (30636.050000 sec): 3 clusters
  Score: Raw -112549.018931 + Penalty 2382.594599 = -110166.424332
  nChanged 4
		SP:Iteration 20F (30636.080000 sec): 3 clusters
  Score: Raw -112553.088582 + Penalty 2382.594599 = -110170.493983
  nChanged 5
		SP:Iteration 21Q (30636.110000 sec): 3 clusters
  Score: Raw -112556.617846 + Penalty 2382.594599 = -110174.023247
  nChanged 2
		SP:Iteration 22Q (30636.140000 sec): 3 clusters
  Score: Raw -112557.405279 + Penalty 2382.594599 = -110174.810680
  nChanged 1
		SP:Iteration 23Q (30636.170000 sec): 3 clusters
  Score: Raw -112557.601859 + Penalty 2382.594599 = -110175.007260
  nChanged 0
		SP:Iteration 24F (30636.200000 sec): 3 clusters
  Score: Raw -112557.601859 + Penalty 2382.594599 = -110175.007260
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 43 (1731 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (30636.260000 sec): 2 clusters
  Score: Raw -146017.874595 + Penalty 1211.673865 = -144806.200729
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (30636.300000 sec): 3 clusters
  Score: Raw -145369.883835 + Penalty 2423.347730 = -142946.536105
  nChanged 584
		SP:Iteration 1F (30636.330000 sec): 3 clusters
  Score: Raw -145820.662283 + Penalty 2423.347730 = -143397.314553
  nChanged 133
		SP:Iteration 2F (30636.370000 sec): 3 clusters
  Score: Raw -145948.562525 + Penalty 2423.347730 = -143525.214795
  nChanged 90
		SP:Iteration 3F (30636.400000 sec): 3 clusters
  Score: Raw -146033.857298 + Penalty 2423.347730 = -143610.509567
  nChanged 59
		SP:Iteration 4Q (30636.440000 sec): 3 clusters
  Score: Raw -146078.082490 + Penalty 2423.347730 = -143654.734760
  nChanged 51
		SP:Iteration 5Q (30636.470000 sec): 3 clusters
  Score: Raw -146118.822473 + Penalty 2423.347730 = -143695.474742
  nChanged 45
		SP:Iteration 6Q (30636.500000 sec): 3 clusters
  Score: Raw -146156.189980 + Penalty 2423.347730 = -143732.842249
  nChanged 47
		SP:Iteration 7Q (30636.540000 sec): 3 clusters
  Score: Raw -146194.138030 + Penalty 2423.347730 = -143770.790299
  nChanged 46
		SP:Iteration 8Q (30636.570000 sec): 3 clusters
  Score: Raw -146233.666302 + Penalty 2423.347730 = -143810.318572
  nChanged 35
		SP:Iteration 9Q (30636.600000 sec): 3 clusters
  Score: Raw -146272.176515 + Penalty 2423.347730 = -143848.828785
  nChanged 31
		SP:Iteration 10Q (30636.640000 sec): 3 clusters
  Score: Raw -146296.358799 + Penalty 2423.347730 = -143873.011069
  nChanged 31
		SP:Iteration 11Q (30636.670000 sec): 3 clusters
  Score: Raw -146326.588513 + Penalty 2423.347730 = -143903.240783
  nChanged 21
		SP:Iteration 12Q (30636.710000 sec): 3 clusters
  Score: Raw -146345.155747 + Penalty 2423.347730 = -143921.808016
  nChanged 11
		SP:Iteration 13Q (30636.740000 sec): 3 clusters
  Score: Raw -146352.635792 + Penalty 2423.347730 = -143929.288061
  nChanged 9
		SP:Iteration 14Q (30636.770000 sec): 3 clusters
  Score: Raw -146360.966922 + Penalty 2423.347730 = -143937.619192
  nChanged 12
		SP:Iteration 15Q (30636.810000 sec): 3 clusters
  Score: Raw -146368.686068 + Penalty 2423.347730 = -143945.338337
  nChanged 4
		SP:Iteration 16Q (30636.840000 sec): 3 clusters
  Score: Raw -146373.043432 + Penalty 2423.347730 = -143949.695702
  nChanged 11
		SP:Iteration 17Q (30636.880000 sec): 3 clusters
  Score: Raw -146382.231653 + Penalty 2423.347730 = -143958.883923
  nChanged 15
		SP:Iteration 18Q (30636.910000 sec): 3 clusters
  Score: Raw -146392.117137 + Penalty 2423.347730 = -143968.769407
  nChanged 12
		SP:Iteration 19Q (30636.940000 sec): 3 clusters
  Score: Raw -146401.989941 + Penalty 2423.347730 = -143978.642211
  nChanged 12
		SP:Iteration 20F (30636.980000 sec): 3 clusters
  Score: Raw -146409.917798 + Penalty 2423.347730 = -143986.570067
  nChanged 5
		SP:Iteration 21Q (30637.010000 sec): 3 clusters
  Score: Raw -146413.302067 + Penalty 2423.347730 = -143989.954337
  nChanged 5
		SP:Iteration 22Q (30637.040000 sec): 3 clusters
  Score: Raw -146415.811695 + Penalty 2423.347730 = -143992.463965
  nChanged 4
		SP:Iteration 23Q (30637.080000 sec): 3 clusters
  Score: Raw -146417.455077 + Penalty 2423.347730 = -143994.107346
  nChanged 2
		SP:Iteration 24Q (30637.110000 sec): 3 clusters
  Score: Raw -146418.208567 + Penalty 2423.347730 = -143994.860837
  nChanged 0
		SP:Iteration 25F (30637.140000 sec): 3 clusters
  Score: Raw -146418.208567 + Penalty 2423.347730 = -143994.860837
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 44 (1936 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (30637.210000 sec): 2 clusters
  Score: Raw -161492.096922 + Penalty 1229.861631 = -160262.235291
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (30637.250000 sec): 3 clusters
  Score: Raw -160652.533982 + Penalty 2459.723262 = -158192.810720
  nChanged 701
		SP:Iteration 1F (30637.280000 sec): 3 clusters
  Score: Raw -161295.749304 + Penalty 2459.723262 = -158836.026042
  nChanged 187
		SP:Iteration 2F (30637.320000 sec): 3 clusters
  Score: Raw -161503.336076 + Penalty 2459.723262 = -159043.612814
  nChanged 111
		SP:Iteration 3F (30637.360000 sec): 3 clusters
  Score: Raw -161621.288946 + Penalty 2459.723262 = -159161.565684
  nChanged 87
		SP:Iteration 4Q (30637.400000 sec): 3 clusters
  Score: Raw -161727.354880 + Penalty 2459.723262 = -159267.631618
  nChanged 83
		SP:Iteration 5Q (30637.440000 sec): 3 clusters
  Score: Raw -161806.647927 + Penalty 2459.723262 = -159346.924665
  nChanged 60
		SP:Iteration 6Q (30637.470000 sec): 3 clusters
  Score: Raw -161870.310792 + Penalty 2459.723262 = -159410.587530
  nChanged 63
		SP:Iteration 7Q (30637.510000 sec): 3 clusters
  Score: Raw -161924.036783 + Penalty 2459.723262 = -159464.313520
  nChanged 37
		SP:Iteration 8Q (30637.550000 sec): 3 clusters
  Score: Raw -161967.738505 + Penalty 2459.723262 = -159508.015243
  nChanged 36
		SP:Iteration 9Q (30637.580000 sec): 3 clusters
  Score: Raw -162000.235683 + Penalty 2459.723262 = -159540.512421
  nChanged 32
		SP:Iteration 10Q (30637.620000 sec): 3 clusters
  Score: Raw -162026.166141 + Penalty 2459.723262 = -159566.442879
  nChanged 33
		SP:Iteration 11Q (30637.660000 sec): 3 clusters
  Score: Raw -162049.353386 + Penalty 2459.723262 = -159589.630124
  nChanged 25
		SP:Iteration 12Q (30637.700000 sec): 3 clusters
  Score: Raw -162074.223235 + Penalty 2459.723262 = -159614.499973
  nChanged 27
		SP:Iteration 13Q (30637.730000 sec): 3 clusters
  Score: Raw -162095.117949 + Penalty 2459.723262 = -159635.394687
  nChanged 22
		SP:Iteration 14Q (30637.770000 sec): 3 clusters
  Score: Raw -162109.913605 + Penalty 2459.723262 = -159650.190343
  nChanged 16
		SP:Iteration 15Q (30637.810000 sec): 3 clusters
  Score: Raw -162121.014003 + Penalty 2459.723262 = -159661.290741
  nChanged 11
		SP:Iteration 16Q (30637.840000 sec): 3 clusters
  Score: Raw -162129.424544 + Penalty 2459.723262 = -159669.701282
  nChanged 11
		SP:Iteration 17Q (30637.880000 sec): 3 clusters
  Score: Raw -162138.471818 + Penalty 2459.723262 = -159678.748556
  nChanged 10
		SP:Iteration 18Q (30637.920000 sec): 3 clusters
  Score: Raw -162145.703836 + Penalty 2459.723262 = -159685.980574
  nChanged 6
		SP:Iteration 19Q (30637.960000 sec): 3 clusters
  Score: Raw -162149.648994 + Penalty 2459.723262 = -159689.925732
  nChanged 8
		SP:Iteration 20F (30637.990000 sec): 3 clusters
  Score: Raw -162156.036683 + Penalty 2459.723262 = -159696.313421
  nChanged 5
		SP:Iteration 21Q (30638.030000 sec): 3 clusters
  Score: Raw -162158.795437 + Penalty 2459.723262 = -159699.072175
  nChanged 6
		SP:Iteration 22Q (30638.070000 sec): 3 clusters
  Score: Raw -162161.510921 + Penalty 2459.723262 = -159701.787659
  nChanged 3
		SP:Iteration 23Q (30638.100000 sec): 3 clusters
  Score: Raw -162162.817104 + Penalty 2459.723262 = -159703.093842
  nChanged 3
		SP:Iteration 24Q (30638.140000 sec): 3 clusters
  Score: Raw -162164.994138 + Penalty 2459.723262 = -159705.270876
  nChanged 3
		SP:Iteration 25Q (30638.180000 sec): 3 clusters
  Score: Raw -162166.787675 + Penalty 2459.723262 = -159707.064413
  nChanged 3
		SP:Iteration 26Q (30638.210000 sec): 3 clusters
  Score: Raw -162168.011077 + Penalty 2459.723262 = -159708.287815
  nChanged 2
		SP:Iteration 27Q (30638.250000 sec): 3 clusters
  Score: Raw -162169.145330 + Penalty 2459.723262 = -159709.422068
  nChanged 4
		SP:Iteration 28Q (30638.290000 sec): 3 clusters
  Score: Raw -162170.872769 + Penalty 2459.723262 = -159711.149507
  nChanged 1
		SP:Iteration 29Q (30638.320000 sec): 3 clusters
  Score: Raw -162171.876504 + Penalty 2459.723262 = -159712.153242
  nChanged 2
		SP:Iteration 30Q (30638.360000 sec): 3 clusters
  Score: Raw -162173.181675 + Penalty 2459.723262 = -159713.458413
  nChanged 0
		SP:Iteration 31F (30638.400000 sec): 3 clusters
  Score: Raw -162173.181675 + Penalty 2459.723262 = -159713.458413
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 45 (5457 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (30638.480000 sec): 2 clusters
  Score: Raw -516484.729050 + Penalty 1398.256351 = -515086.472700
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (30638.600000 sec): 3 clusters
  Score: Raw -513623.716732 + Penalty 2796.512702 = -510827.204030
  nChanged 2252
		SP:Iteration 1F (30638.700000 sec): 3 clusters
  Score: Raw -514922.722983 + Penalty 2796.512702 = -512126.210282
  nChanged 373
		SP:Iteration 2F (30638.800000 sec): 3 clusters
  Score: Raw -515098.229482 + Penalty 2796.512702 = -512301.716780
  nChanged 270
		SP:Iteration 3Q (30638.900000 sec): 3 clusters
  Score: Raw -515204.454865 + Penalty 2796.512702 = -512407.942163
  nChanged 197
		SP:Iteration 4Q (30639.110000 sec): 3 clusters
  Score: Raw -515276.496736 + Penalty 2796.512702 = -512479.984034
  nChanged 129
		SP:Iteration 5Q (30639.320000 sec): 3 clusters
  Score: Raw -515321.872728 + Penalty 2796.512702 = -512525.360026
  nChanged 124
		SP:Iteration 6Q (30639.410000 sec): 3 clusters
  Score: Raw -515372.672262 + Penalty 2796.512702 = -512576.159560
  nChanged 127
		SP:Iteration 7Q (30639.520000 sec): 3 clusters
  Score: Raw -515424.671715 + Penalty 2796.512702 = -512628.159013
  nChanged 138
		SP:Iteration 8Q (30639.620000 sec): 3 clusters
  Score: Raw -515479.098335 + Penalty 2796.512702 = -512682.585633
  nChanged 120
		SP:Iteration 9Q (30639.720000 sec): 3 clusters
  Score: Raw -515523.988391 + Penalty 2796.512702 = -512727.475690
  nChanged 114
		SP:Iteration 10Q (30639.820000 sec): 3 clusters
  Score: Raw -515568.875999 + Penalty 2796.512702 = -512772.363297
  nChanged 107
		SP:Iteration 11Q (30639.920000 sec): 3 clusters
  Score: Raw -515607.333360 + Penalty 2796.512702 = -512810.820658
  nChanged 105
		SP:Iteration 12Q (30640.020000 sec): 3 clusters
  Score: Raw -515652.388125 + Penalty 2796.512702 = -512855.875423
  nChanged 113
		SP:Iteration 13Q (30640.120000 sec): 3 clusters
  Score: Raw -515698.673567 + Penalty 2796.512702 = -512902.160865
  nChanged 107
		SP:Iteration 14Q (30640.220000 sec): 3 clusters
  Score: Raw -515748.925751 + Penalty 2796.512702 = -512952.413050
  nChanged 119
		SP:Iteration 15Q (30640.320000 sec): 3 clusters
  Score: Raw -515809.692466 + Penalty 2796.512702 = -513013.179764
  nChanged 121
		SP:Iteration 16Q (30640.420000 sec): 3 clusters
  Score: Raw -515874.214736 + Penalty 2796.512702 = -513077.702034
  nChanged 107
		SP:Iteration 17Q (30640.520000 sec): 3 clusters
  Score: Raw -515925.684135 + Penalty 2796.512702 = -513129.171433
  nChanged 109
		SP:Iteration 18Q (30640.620000 sec): 3 clusters
  Score: Raw -515970.496876 + Penalty 2796.512702 = -513173.984174
  nChanged 102
		SP:Iteration 19Q (30640.720000 sec): 3 clusters
  Score: Raw -516008.420832 + Penalty 2796.512702 = -513211.908130
  nChanged 88
		SP:Iteration 20F (30640.820000 sec): 3 clusters
  Score: Raw -516040.929506 + Penalty 2796.512702 = -513244.416804
  nChanged 79
		SP:Iteration 21Q (30640.920000 sec): 3 clusters
  Score: Raw -516069.799805 + Penalty 2796.512702 = -513273.287104
  nChanged 63
		SP:Iteration 22Q (30641.020000 sec): 3 clusters
  Score: Raw -516088.083689 + Penalty 2796.512702 = -513291.570988
  nChanged 54
		SP:Iteration 23Q (30641.120000 sec): 3 clusters
  Score: Raw -516103.272472 + Penalty 2796.512702 = -513306.759770
  nChanged 47
		SP:Iteration 24Q (30641.220000 sec): 3 clusters
  Score: Raw -516117.693780 + Penalty 2796.512702 = -513321.181078
  nChanged 48
		SP:Iteration 25Q (30641.320000 sec): 3 clusters
  Score: Raw -516131.153827 + Penalty 2796.512702 = -513334.641125
  nChanged 43
		SP:Iteration 26Q (30641.410000 sec): 3 clusters
  Score: Raw -516144.083361 + Penalty 2796.512702 = -513347.570659
  nChanged 56
		SP:Iteration 27Q (30641.510000 sec): 3 clusters
  Score: Raw -516163.850194 + Penalty 2796.512702 = -513367.337493
  nChanged 69
		SP:Iteration 28Q (30641.610000 sec): 3 clusters
  Score: Raw -516191.528241 + Penalty 2796.512702 = -513395.015539
  nChanged 63
		SP:Iteration 29Q (30641.710000 sec): 3 clusters
  Score: Raw -516219.694575 + Penalty 2796.512702 = -513423.181873
  nChanged 73
		SP:Iteration 30Q (30641.810000 sec): 3 clusters
  Score: Raw -516248.445514 + Penalty 2796.512702 = -513451.932812
  nChanged 69
		SP:Iteration 31Q (30641.910000 sec): 3 clusters
  Score: Raw -516274.014671 + Penalty 2796.512702 = -513477.501969
  nChanged 67
		SP:Iteration 32Q (30642.000000 sec): 3 clusters
  Score: Raw -516302.418952 + Penalty 2796.512702 = -513505.906250
  nChanged 62
		SP:Iteration 33Q (30642.100000 sec): 3 clusters
  Score: Raw -516331.107186 + Penalty 2796.512702 = -513534.594484
  nChanged 65
		SP:Iteration 34Q (30642.200000 sec): 3 clusters
  Score: Raw -516362.165090 + Penalty 2796.512702 = -513565.652388
  nChanged 80
		SP:Iteration 35Q (30642.300000 sec): 3 clusters
  Score: Raw -516409.697080 + Penalty 2796.512702 = -513613.184378
  nChanged 76
		SP:Iteration 36Q (30642.400000 sec): 3 clusters
  Score: Raw -516455.134850 + Penalty 2796.512702 = -513658.622148
  nChanged 76
		SP:Iteration 37Q (30642.500000 sec): 3 clusters
  Score: Raw -516500.987047 + Penalty 2796.512702 = -513704.474345
  nChanged 71
		SP:Iteration 38Q (30642.600000 sec): 3 clusters
  Score: Raw -516538.893480 + Penalty 2796.512702 = -513742.380778
  nChanged 41
		SP:Iteration 39Q (30642.690000 sec): 3 clusters
  Score: Raw -516563.479685 + Penalty 2796.512702 = -513766.966984
  nChanged 37
		SP:Iteration 40F (30642.790000 sec): 3 clusters
  Score: Raw -516584.339558 + Penalty 2796.512702 = -513787.826856
  nChanged 30
		SP:Iteration 41Q (30642.880000 sec): 3 clusters
  Score: Raw -516601.725457 + Penalty 2796.512702 = -513805.212756
  nChanged 33
		SP:Iteration 42Q (30642.980000 sec): 3 clusters
  Score: Raw -516618.856729 + Penalty 2796.512702 = -513822.344028
  nChanged 20
		SP:Iteration 43Q (30643.080000 sec): 3 clusters
  Score: Raw -516629.632751 + Penalty 2796.512702 = -513833.120049
  nChanged 16
		SP:Iteration 44Q (30643.180000 sec): 3 clusters
  Score: Raw -516638.455163 + Penalty 2796.512702 = -513841.942461
  nChanged 17
		SP:Iteration 45Q (30643.270000 sec): 3 clusters
  Score: Raw -516647.974380 + Penalty 2796.512702 = -513851.461678
  nChanged 19
		SP:Iteration 46Q (30643.370000 sec): 3 clusters
  Score: Raw -516661.217236 + Penalty 2796.512702 = -513864.704534
  nChanged 12
		SP:Iteration 47Q (30643.460000 sec): 3 clusters
  Score: Raw -516670.548780 + Penalty 2796.512702 = -513874.036079
  nChanged 7
		SP:Iteration 48Q (30643.560000 sec): 3 clusters
  Score: Raw -516676.747072 + Penalty 2796.512702 = -513880.234370
  nChanged 7
		SP:Iteration 49Q (30643.660000 sec): 3 clusters
  Score: Raw -516682.062633 + Penalty 2796.512702 = -513885.549931
  nChanged 4
		SP:Iteration 50Q (30643.750000 sec): 3 clusters
  Score: Raw -516684.365309 + Penalty 2796.512702 = -513887.852608
  nChanged 2
		SP:Iteration 51Q (30643.850000 sec): 3 clusters
  Score: Raw -516685.499689 + Penalty 2796.512702 = -513888.986988
  nChanged 2
		SP:Iteration 52Q (30643.940000 sec): 3 clusters
  Score: Raw -516686.320122 + Penalty 2796.512702 = -513889.807420
  nChanged 1
		SP:Iteration 53Q (30644.040000 sec): 3 clusters
  Score: Raw -516686.664014 + Penalty 2796.512702 = -513890.151312
  nChanged 2
		SP:Iteration 54Q (30644.130000 sec): 3 clusters
  Score: Raw -516688.354093 + Penalty 2796.512702 = -513891.841391
  nChanged 5
		SP:Iteration 55Q (30644.230000 sec): 3 clusters
  Score: Raw -516690.833549 + Penalty 2796.512702 = -513894.320847
  nChanged 2
		SP:Iteration 56Q (30644.320000 sec): 3 clusters
  Score: Raw -516692.079368 + Penalty 2796.512702 = -513895.566666
  nChanged 0
		SP:Iteration 57F (30644.420000 sec): 3 clusters
  Score: Raw -516692.079368 + Penalty 2796.512702 = -513895.566666
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 46 (2733 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (30644.490000 sec): 2 clusters
  Score: Raw -251260.334576 + Penalty 1285.887718 = -249974.446859
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (30644.540000 sec): 3 clusters
  Score: Raw -249982.494310 + Penalty 2571.775435 = -247410.718875
  nChanged 996
		SP:Iteration 1F (30644.600000 sec): 3 clusters
  Score: Raw -250597.504366 + Penalty 2571.775435 = -248025.728931
  nChanged 194
		SP:Iteration 2F (30644.650000 sec): 3 clusters
  Score: Raw -250730.414384 + Penalty 2571.775435 = -248158.638949
  nChanged 128
		SP:Iteration 3Q (30644.700000 sec): 3 clusters
  Score: Raw -250791.740627 + Penalty 2571.775435 = -248219.965192
  nChanged 84
		SP:Iteration 4Q (30644.760000 sec): 3 clusters
  Score: Raw -250854.997194 + Penalty 2571.775435 = -248283.221759
  nChanged 94
		SP:Iteration 5Q (30644.810000 sec): 3 clusters
  Score: Raw -250907.010908 + Penalty 2571.775435 = -248335.235473
  nChanged 79
		SP:Iteration 6Q (30644.860000 sec): 3 clusters
  Score: Raw -250958.327585 + Penalty 2571.775435 = -248386.552149
  nChanged 67
		SP:Iteration 7Q (30644.920000 sec): 3 clusters
  Score: Raw -251000.676134 + Penalty 2571.775435 = -248428.900698
  nChanged 62
		SP:Iteration 8Q (30644.980000 sec): 3 clusters
  Score: Raw -251032.620610 + Penalty 2571.775435 = -248460.845175
  nChanged 58
		SP:Iteration 9Q (30645.030000 sec): 3 clusters
  Score: Raw -251065.041720 + Penalty 2571.775435 = -248493.266284
  nChanged 44
		SP:Iteration 10Q (30645.090000 sec): 3 clusters
  Score: Raw -251086.964162 + Penalty 2571.775435 = -248515.188726
  nChanged 42
		SP:Iteration 11Q (30645.140000 sec): 3 clusters
  Score: Raw -251107.943013 + Penalty 2571.775435 = -248536.167578
  nChanged 39
		SP:Iteration 12Q (30645.200000 sec): 3 clusters
  Score: Raw -251125.425681 + Penalty 2571.775435 = -248553.650245
  nChanged 32
		SP:Iteration 13Q (30645.250000 sec): 3 clusters
  Score: Raw -251140.539792 + Penalty 2571.775435 = -248568.764357
  nChanged 28
		SP:Iteration 14Q (30645.300000 sec): 3 clusters
  Score: Raw -251151.949602 + Penalty 2571.775435 = -248580.174167
  nChanged 29
		SP:Iteration 15Q (30645.360000 sec): 3 clusters
  Score: Raw -251168.527817 + Penalty 2571.775435 = -248596.752382
  nChanged 32
		SP:Iteration 16Q (30645.410000 sec): 3 clusters
  Score: Raw -251187.247333 + Penalty 2571.775435 = -248615.471897
  nChanged 28
		SP:Iteration 17Q (30645.460000 sec): 3 clusters
  Score: Raw -251201.691212 + Penalty 2571.775435 = -248629.915776
  nChanged 27
		SP:Iteration 18Q (30645.520000 sec): 3 clusters
  Score: Raw -251212.946817 + Penalty 2571.775435 = -248641.171382
  nChanged 15
		SP:Iteration 19Q (30645.570000 sec): 3 clusters
  Score: Raw -251220.717660 + Penalty 2571.775435 = -248648.942224
  nChanged 15
		SP:Iteration 20F (30645.620000 sec): 3 clusters
  Score: Raw -251228.416672 + Penalty 2571.775435 = -248656.641236
  nChanged 16
		SP:Iteration 21Q (30645.680000 sec): 3 clusters
  Score: Raw -251234.363250 + Penalty 2571.775435 = -248662.587815
  nChanged 15
		SP:Iteration 22Q (30645.730000 sec): 3 clusters
  Score: Raw -251239.838734 + Penalty 2571.775435 = -248668.063298
  nChanged 11
		SP:Iteration 23Q (30645.780000 sec): 3 clusters
  Score: Raw -251244.196548 + Penalty 2571.775435 = -248672.421112
  nChanged 11
		SP:Iteration 24Q (30645.840000 sec): 3 clusters
  Score: Raw -251248.327709 + Penalty 2571.775435 = -248676.552273
  nChanged 6
		SP:Iteration 25Q (30645.890000 sec): 3 clusters
  Score: Raw -251250.941908 + Penalty 2571.775435 = -248679.166473
  nChanged 5
		SP:Iteration 26Q (30645.950000 sec): 3 clusters
  Score: Raw -251252.963174 + Penalty 2571.775435 = -248681.187738
  nChanged 9
		SP:Iteration 27Q (30646.000000 sec): 3 clusters
  Score: Raw -251255.727347 + Penalty 2571.775435 = -248683.951912
  nChanged 7
		SP:Iteration 28Q (30646.050000 sec): 3 clusters
  Score: Raw -251257.875474 + Penalty 2571.775435 = -248686.100039
  nChanged 6
		SP:Iteration 29Q (30646.110000 sec): 3 clusters
  Score: Raw -251259.857600 + Penalty 2571.775435 = -248688.082165
  nChanged 5
		SP:Iteration 30Q (30646.160000 sec): 3 clusters
  Score: Raw -251261.343172 + Penalty 2571.775435 = -248689.567737
  nChanged 4
		SP:Iteration 31Q (30646.210000 sec): 3 clusters
  Score: Raw -251262.830404 + Penalty 2571.775435 = -248691.054969
  nChanged 3
		SP:Iteration 32Q (30646.270000 sec): 3 clusters
  Score: Raw -251263.712768 + Penalty 2571.775435 = -248691.937333
  nChanged 1
		SP:Iteration 33Q (30646.320000 sec): 3 clusters
  Score: Raw -251264.107546 + Penalty 2571.775435 = -248692.332110
  nChanged 2
		SP:Iteration 34Q (30646.380000 sec): 3 clusters
  Score: Raw -251264.645093 + Penalty 2571.775435 = -248692.869658
  nChanged 4
		SP:Iteration 35Q (30646.430000 sec): 3 clusters
  Score: Raw -251265.689729 + Penalty 2571.775435 = -248693.914294
  nChanged 2
		SP:Iteration 36Q (30646.480000 sec): 3 clusters
  Score: Raw -251266.623017 + Penalty 2571.775435 = -248694.847581
  nChanged 2
		SP:Iteration 37Q (30646.540000 sec): 3 clusters
  Score: Raw -251268.005439 + Penalty 2571.775435 = -248696.230003
  nChanged 2
		SP:Iteration 38Q (30646.590000 sec): 3 clusters
  Score: Raw -251268.590568 + Penalty 2571.775435 = -248696.815132
  nChanged 3
		SP:Iteration 39Q (30646.640000 sec): 3 clusters
  Score: Raw -251269.450422 + Penalty 2571.775435 = -248697.674987
  nChanged 1
		SP:Iteration 40F (30646.690000 sec): 3 clusters
  Score: Raw -251269.984034 + Penalty 2571.775435 = -248698.208598
  nChanged 1
		SP:Iteration 41Q (30646.750000 sec): 3 clusters
  Score: Raw -251270.276625 + Penalty 2571.775435 = -248698.501189
  nChanged 1
		SP:Iteration 42Q (30646.800000 sec): 3 clusters
  Score: Raw -251270.565483 + Penalty 2571.775435 = -248698.790048
  nChanged 0
		SP:Iteration 43F (30646.850000 sec): 3 clusters
  Score: Raw -251270.565483 + Penalty 2571.775435 = -248698.790048
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 47 (1492 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (30646.910000 sec): 2 clusters
  Score: Raw -117382.884172 + Penalty 1187.529327 = -116195.354845
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (30646.940000 sec): 3 clusters
  Score: Raw -116886.793214 + Penalty 2375.058654 = -114511.734561
  nChanged 523
		SP:Iteration 1F (30646.970000 sec): 3 clusters
  Score: Raw -117431.662751 + Penalty 2375.058654 = -115056.604098
  nChanged 142
		SP:Iteration 2F (30647.000000 sec): 3 clusters
  Score: Raw -117596.248161 + Penalty 2375.058654 = -115221.189507
  nChanged 86
		SP:Iteration 3F (30647.030000 sec): 3 clusters
  Score: Raw -117694.307538 + Penalty 2375.058654 = -115319.248884
  nChanged 53
		SP:Iteration 4Q (30647.060000 sec): 3 clusters
  Score: Raw -117741.096828 + Penalty 2375.058654 = -115366.038175
  nChanged 42
		SP:Iteration 5Q (30647.090000 sec): 3 clusters
  Score: Raw -117776.131200 + Penalty 2375.058654 = -115401.072546
  nChanged 27
		SP:Iteration 6Q (30647.120000 sec): 3 clusters
  Score: Raw -117802.097584 + Penalty 2375.058654 = -115427.038930
  nChanged 26
		SP:Iteration 7Q (30647.150000 sec): 3 clusters
  Score: Raw -117831.406471 + Penalty 2375.058654 = -115456.347817
  nChanged 21
		SP:Iteration 8Q (30647.180000 sec): 3 clusters
  Score: Raw -117858.075177 + Penalty 2375.058654 = -115483.016524
  nChanged 28
		SP:Iteration 9Q (30647.210000 sec): 3 clusters
  Score: Raw -117883.763541 + Penalty 2375.058654 = -115508.704888
  nChanged 17
		SP:Iteration 10Q (30647.240000 sec): 3 clusters
  Score: Raw -117899.217688 + Penalty 2375.058654 = -115524.159034
  nChanged 18
		SP:Iteration 11Q (30647.260000 sec): 3 clusters
  Score: Raw -117919.928664 + Penalty 2375.058654 = -115544.870011
  nChanged 19
		SP:Iteration 12Q (30647.290000 sec): 3 clusters
  Score: Raw -117946.561491 + Penalty 2375.058654 = -115571.502837
  nChanged 22
		SP:Iteration 13Q (30647.320000 sec): 3 clusters
  Score: Raw -117981.110445 + Penalty 2375.058654 = -115606.051791
  nChanged 24
		SP:Iteration 14Q (30647.350000 sec): 3 clusters
  Score: Raw -118016.808807 + Penalty 2375.058654 = -115641.750154
  nChanged 24
		SP:Iteration 15Q (30647.380000 sec): 3 clusters
  Score: Raw -118048.044529 + Penalty 2375.058654 = -115672.985876
  nChanged 20
		SP:Iteration 16Q (30647.410000 sec): 3 clusters
  Score: Raw -118075.038875 + Penalty 2375.058654 = -115699.980221
  nChanged 11
		SP:Iteration 17Q (30647.440000 sec): 3 clusters
  Score: Raw -118088.264201 + Penalty 2375.058654 = -115713.205547
  nChanged 6
		SP:Iteration 18Q (30647.460000 sec): 3 clusters
  Score: Raw -118092.816245 + Penalty 2375.058654 = -115717.757591
  nChanged 4
		SP:Iteration 19Q (30647.490000 sec): 3 clusters
  Score: Raw -118096.458966 + Penalty 2375.058654 = -115721.400312
  nChanged 1
		SP:Iteration 20F (30647.520000 sec): 3 clusters
  Score: Raw -118097.500324 + Penalty 2375.058654 = -115722.441671
  nChanged 2
		SP:Iteration 21Q (30647.550000 sec): 3 clusters
  Score: Raw -118100.605929 + Penalty 2375.058654 = -115725.547276
  nChanged 3
		SP:Iteration 22Q (30647.580000 sec): 3 clusters
  Score: Raw -118103.328818 + Penalty 2375.058654 = -115728.270164
  nChanged 2
		SP:Iteration 23Q (30647.600000 sec): 3 clusters
  Score: Raw -118104.505215 + Penalty 2375.058654 = -115729.446562
  nChanged 0
		SP:Iteration 24F (30647.640000 sec): 3 clusters
  Score: Raw -118104.505215 + Penalty 2375.058654 = -115729.446562
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 48 (2690 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (30647.700000 sec): 2 clusters
  Score: Raw -216344.490648 + Penalty 1283.310677 = -215061.179972
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (30647.760000 sec): 3 clusters
  Score: Raw -215083.317556 + Penalty 2566.621354 = -212516.696203
  nChanged 992
		SP:Iteration 1F (30647.810000 sec): 3 clusters
  Score: Raw -215846.137705 + Penalty 2566.621354 = -213279.516351
  nChanged 263
		SP:Iteration 2F (30647.860000 sec): 3 clusters
  Score: Raw -216131.489744 + Penalty 2566.621354 = -213564.868391
  nChanged 196
		SP:Iteration 3F (30647.910000 sec): 3 clusters
  Score: Raw -216305.661998 + Penalty 2566.621354 = -213739.040644
  nChanged 132
		SP:Iteration 4Q (30647.960000 sec): 3 clusters
  Score: Raw -216408.480253 + Penalty 2566.621354 = -213841.858900
  nChanged 108
		SP:Iteration 5Q (30648.020000 sec): 3 clusters
  Score: Raw -216484.706443 + Penalty 2566.621354 = -213918.085089
  nChanged 85
		SP:Iteration 6Q (30648.070000 sec): 3 clusters
  Score: Raw -216536.506077 + Penalty 2566.621354 = -213969.884723
  nChanged 54
		SP:Iteration 7Q (30648.120000 sec): 3 clusters
  Score: Raw -216567.683760 + Penalty 2566.621354 = -214001.062407
  nChanged 36
		SP:Iteration 8Q (30648.170000 sec): 3 clusters
  Score: Raw -216588.952554 + Penalty 2566.621354 = -214022.331200
  nChanged 36
		SP:Iteration 9Q (30648.220000 sec): 3 clusters
  Score: Raw -216606.891005 + Penalty 2566.621354 = -214040.269652
  nChanged 32
		SP:Iteration 10Q (30648.280000 sec): 3 clusters
  Score: Raw -216623.861376 + Penalty 2566.621354 = -214057.240022
  nChanged 28
		SP:Iteration 11Q (30648.330000 sec): 3 clusters
  Score: Raw -216641.990287 + Penalty 2566.621354 = -214075.368933
  nChanged 28
		SP:Iteration 12Q (30648.380000 sec): 3 clusters
  Score: Raw -216661.685943 + Penalty 2566.621354 = -214095.064590
  nChanged 31
		SP:Iteration 13Q (30648.430000 sec): 3 clusters
  Score: Raw -216679.466761 + Penalty 2566.621354 = -214112.845408
  nChanged 23
		SP:Iteration 14Q (30648.480000 sec): 3 clusters
  Score: Raw -216691.887683 + Penalty 2566.621354 = -214125.266329
  nChanged 25
		SP:Iteration 15Q (30648.540000 sec): 3 clusters
  Score: Raw -216702.086386 + Penalty 2566.621354 = -214135.465033
  nChanged 17
		SP:Iteration 16Q (30648.590000 sec): 3 clusters
  Score: Raw -216709.837605 + Penalty 2566.621354 = -214143.216252
  nChanged 12
		SP:Iteration 17Q (30648.640000 sec): 3 clusters
  Score: Raw -216716.386684 + Penalty 2566.621354 = -214149.765330
  nChanged 16
		SP:Iteration 18Q (30648.690000 sec): 3 clusters
  Score: Raw -216727.379593 + Penalty 2566.621354 = -214160.758239
  nChanged 19
		SP:Iteration 19Q (30648.740000 sec): 3 clusters
  Score: Raw -216737.710337 + Penalty 2566.621354 = -214171.088983
  nChanged 16
		SP:Iteration 20F (30648.800000 sec): 3 clusters
  Score: Raw -216746.963627 + Penalty 2566.621354 = -214180.342274
  nChanged 21
		SP:Iteration 21Q (30648.850000 sec): 3 clusters
  Score: Raw -216757.930568 + Penalty 2566.621354 = -214191.309214
  nChanged 18
		SP:Iteration 22Q (30648.900000 sec): 3 clusters
  Score: Raw -216765.193704 + Penalty 2566.621354 = -214198.572351
  nChanged 12
		SP:Iteration 23Q (30648.950000 sec): 3 clusters
  Score: Raw -216769.900596 + Penalty 2566.621354 = -214203.279242
  nChanged 10
		SP:Iteration 24Q (30649.000000 sec): 3 clusters
  Score: Raw -216774.266436 + Penalty 2566.621354 = -214207.645083
  nChanged 10
		SP:Iteration 25Q (30649.060000 sec): 3 clusters
  Score: Raw -216777.826925 + Penalty 2566.621354 = -214211.205572
  nChanged 9
		SP:Iteration 26Q (30649.110000 sec): 3 clusters
  Score: Raw -216781.170270 + Penalty 2566.621354 = -214214.548916
  nChanged 5
		SP:Iteration 27Q (30649.160000 sec): 3 clusters
  Score: Raw -216783.113280 + Penalty 2566.621354 = -214216.491927
  nChanged 4
		SP:Iteration 28Q (30649.210000 sec): 3 clusters
  Score: Raw -216784.214213 + Penalty 2566.621354 = -214217.592859
  nChanged 2
		SP:Iteration 29Q (30649.260000 sec): 3 clusters
  Score: Raw -216784.495492 + Penalty 2566.621354 = -214217.874138
  nChanged 0
		SP:Iteration 30F (30649.320000 sec): 3 clusters
  Score: Raw -216784.495492 + Penalty 2566.621354 = -214217.874138
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 49 (6365 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (30649.410000 sec): 2 clusters
  Score: Raw -573298.258851 + Penalty 1423.267546 = -571874.991306
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (30649.530000 sec): 3 clusters
  Score: Raw -569781.012180 + Penalty 2846.535091 = -566934.477089
  nChanged 2708
		SP:Iteration 1F (30649.640000 sec): 3 clusters
  Score: Raw -571261.669034 + Penalty 2846.535091 = -568415.133943
  nChanged 478
		SP:Iteration 2F (30649.740000 sec): 3 clusters
  Score: Raw -571579.587161 + Penalty 2846.535091 = -568733.052070
  nChanged 412
		SP:Iteration 3F (30649.850000 sec): 3 clusters
  Score: Raw -571902.493607 + Penalty 2846.535091 = -569055.958515
  nChanged 408
		SP:Iteration 4F (30649.960000 sec): 3 clusters
  Score: Raw -572275.144601 + Penalty 2846.535091 = -569428.609510
  nChanged 373
		SP:Iteration 5F (30650.070000 sec): 3 clusters
  Score: Raw -572611.570781 + Penalty 2846.535091 = -569765.035690
  nChanged 385
		SP:Iteration 6F (30650.170000 sec): 3 clusters
  Score: Raw -572929.259664 + Penalty 2846.535091 = -570082.724573
  nChanged 350
		SP:Iteration 7F (30650.280000 sec): 3 clusters
  Score: Raw -573191.528515 + Penalty 2846.535091 = -570344.993424
  nChanged 274
		SP:Iteration 8Q (30650.390000 sec): 3 clusters
  Score: Raw -573389.787360 + Penalty 2846.535091 = -570543.252269
  nChanged 200
		SP:Iteration 9Q (30650.500000 sec): 3 clusters
  Score: Raw -573541.452102 + Penalty 2846.535091 = -570694.917011
  nChanged 193
		SP:Iteration 10Q (30650.610000 sec): 3 clusters
  Score: Raw -573683.230293 + Penalty 2846.535091 = -570836.695202
  nChanged 158
		SP:Iteration 11Q (30650.720000 sec): 3 clusters
  Score: Raw -573797.826388 + Penalty 2846.535091 = -570951.291297
  nChanged 119
		SP:Iteration 12Q (30650.830000 sec): 3 clusters
  Score: Raw -573871.875101 + Penalty 2846.535091 = -571025.340010
  nChanged 109
		SP:Iteration 13Q (30650.940000 sec): 3 clusters
  Score: Raw -573929.432344 + Penalty 2846.535091 = -571082.897253
  nChanged 78
		SP:Iteration 14Q (30651.050000 sec): 3 clusters
  Score: Raw -573966.277377 + Penalty 2846.535091 = -571119.742286
  nChanged 70
		SP:Iteration 15Q (30651.160000 sec): 3 clusters
  Score: Raw -573995.920120 + Penalty 2846.535091 = -571149.385029
  nChanged 56
		SP:Iteration 16Q (30651.270000 sec): 3 clusters
  Score: Raw -574018.050193 + Penalty 2846.535091 = -571171.515102
  nChanged 47
		SP:Iteration 17Q (30651.370000 sec): 3 clusters
  Score: Raw -574031.529157 + Penalty 2846.535091 = -571184.994066
  nChanged 35
		SP:Iteration 18Q (30651.480000 sec): 3 clusters
  Score: Raw -574042.157694 + Penalty 2846.535091 = -571195.622603
  nChanged 24
		SP:Iteration 19Q (30651.580000 sec): 3 clusters
  Score: Raw -574048.703181 + Penalty 2846.535091 = -571202.168090
  nChanged 27
		SP:Iteration 20F (30651.690000 sec): 3 clusters
  Score: Raw -574055.368545 + Penalty 2846.535091 = -571208.833454
  nChanged 21
		SP:Iteration 21Q (30651.800000 sec): 3 clusters
  Score: Raw -574060.096408 + Penalty 2846.535091 = -571213.561317
  nChanged 16
		SP:Iteration 22Q (30651.900000 sec): 3 clusters
  Score: Raw -574063.815533 + Penalty 2846.535091 = -571217.280442
  nChanged 9
		SP:Iteration 23Q (30652.010000 sec): 3 clusters
  Score: Raw -574065.781623 + Penalty 2846.535091 = -571219.246532
  nChanged 9
		SP:Iteration 24Q (30652.120000 sec): 3 clusters
  Score: Raw -574067.404697 + Penalty 2846.535091 = -571220.869606
  nChanged 5
		SP:Iteration 25Q (30652.220000 sec): 3 clusters
  Score: Raw -574068.515039 + Penalty 2846.535091 = -571221.979948
  nChanged 4
		SP:Iteration 26Q (30652.330000 sec): 3 clusters
  Score: Raw -574069.332215 + Penalty 2846.535091 = -571222.797124
  nChanged 5
		SP:Iteration 27Q (30652.430000 sec): 3 clusters
  Score: Raw -574070.165996 + Penalty 2846.535091 = -571223.630905
  nChanged 3
		SP:Iteration 28Q (30652.540000 sec): 3 clusters
  Score: Raw -574070.614072 + Penalty 2846.535091 = -571224.078981
  nChanged 0
		SP:Iteration 29F (30652.650000 sec): 3 clusters
  Score: Raw -574070.614072 + Penalty 2846.535091 = -571224.078981
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 50 (301 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (30652.700000 sec): 2 clusters
  Score: Raw -22487.238749 + Penalty 927.405418 = -21559.833331
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (30652.710000 sec): 3 clusters
  Score: Raw -22561.592425 + Penalty 1854.810836 = -20706.781589
  nChanged 80
		SP:Iteration 1F (30652.710000 sec): 3 clusters
  Score: Raw -22743.972946 + Penalty 1854.810836 = -20889.162110
  nChanged 18
		SP:Iteration 2F (30652.720000 sec): 3 clusters
  Score: Raw -22803.836034 + Penalty 1854.810836 = -20949.025198
  nChanged 8
		SP:Iteration 3Q (30652.730000 sec): 3 clusters
  Score: Raw -22830.709746 + Penalty 1854.810836 = -20975.898910
  nChanged 6
		SP:Iteration 4Q (30652.740000 sec): 3 clusters
  Score: Raw -22859.557752 + Penalty 1854.810836 = -21004.746916
  nChanged 1
		SP:Iteration 5Q (30652.740000 sec): 3 clusters
  Score: Raw -22861.670267 + Penalty 1854.810836 = -21006.859431
  nChanged 1
		SP:Iteration 6Q (30652.750000 sec): 3 clusters
  Score: Raw -22862.964679 + Penalty 1854.810836 = -21008.153843
  nChanged 0
		SP:Iteration 7F (30652.760000 sec): 3 clusters
  Score: Raw -22862.964679 + Penalty 1854.810836 = -21008.153843
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 51 (3252 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (30652.830000 sec): 2 clusters
  Score: Raw -265993.527950 + Penalty 1314.141639 = -264679.386311
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (30652.900000 sec): 3 clusters
  Score: Raw -264391.055547 + Penalty 2628.283278 = -261762.772269
  nChanged 1244
		SP:Iteration 1F (30652.960000 sec): 3 clusters
  Score: Raw -265147.629581 + Penalty 2628.283278 = -262519.346303
  nChanged 279
		SP:Iteration 2F (30653.020000 sec): 3 clusters
  Score: Raw -265344.558613 + Penalty 2628.283278 = -262716.275335
  nChanged 181
		SP:Iteration 3F (30653.090000 sec): 3 clusters
  Score: Raw -265498.953166 + Penalty 2628.283278 = -262870.669888
  nChanged 191
		SP:Iteration 4F (30653.150000 sec): 3 clusters
  Score: Raw -265667.455248 + Penalty 2628.283278 = -263039.171970
  nChanged 194
		SP:Iteration 5F (30653.210000 sec): 3 clusters
  Score: Raw -265837.214797 + Penalty 2628.283278 = -263208.931519
  nChanged 169
		SP:Iteration 6F (30653.270000 sec): 3 clusters
  Score: Raw -265993.662350 + Penalty 2628.283278 = -263365.379072
  nChanged 158
		SP:Iteration 7Q (30653.330000 sec): 3 clusters
  Score: Raw -266121.827671 + Penalty 2628.283278 = -263493.544393
  nChanged 138
		SP:Iteration 8Q (30653.400000 sec): 3 clusters
  Score: Raw -266228.812343 + Penalty 2628.283278 = -263600.529065
  nChanged 94
		SP:Iteration 9Q (30653.460000 sec): 3 clusters
  Score: Raw -266298.829461 + Penalty 2628.283278 = -263670.546183
  nChanged 85
		SP:Iteration 10Q (30653.530000 sec): 3 clusters
  Score: Raw -266356.866297 + Penalty 2628.283278 = -263728.583019
  nChanged 54
		SP:Iteration 11Q (30653.590000 sec): 3 clusters
  Score: Raw -266393.003107 + Penalty 2628.283278 = -263764.719829
  nChanged 56
		SP:Iteration 12Q (30653.650000 sec): 3 clusters
  Score: Raw -266429.866902 + Penalty 2628.283278 = -263801.583624
  nChanged 48
		SP:Iteration 13Q (30653.710000 sec): 3 clusters
  Score: Raw -266464.324588 + Penalty 2628.283278 = -263836.041310
  nChanged 46
		SP:Iteration 14Q (30653.780000 sec): 3 clusters
  Score: Raw -266488.859259 + Penalty 2628.283278 = -263860.575981
  nChanged 33
		SP:Iteration 15Q (30653.840000 sec): 3 clusters
  Score: Raw -266503.023624 + Penalty 2628.283278 = -263874.740347
  nChanged 19
		SP:Iteration 16Q (30653.910000 sec): 3 clusters
  Score: Raw -266512.461850 + Penalty 2628.283278 = -263884.178572
  nChanged 19
		SP:Iteration 17Q (30653.970000 sec): 3 clusters
  Score: Raw -266528.416301 + Penalty 2628.283278 = -263900.133023
  nChanged 24
		SP:Iteration 18Q (30654.030000 sec): 3 clusters
  Score: Raw -266548.624566 + Penalty 2628.283278 = -263920.341288
  nChanged 25
		SP:Iteration 19Q (30654.090000 sec): 3 clusters
  Score: Raw -266566.788345 + Penalty 2628.283278 = -263938.505067
  nChanged 20
		SP:Iteration 20F (30654.150000 sec): 3 clusters
  Score: Raw -266578.682817 + Penalty 2628.283278 = -263950.399539
  nChanged 17
		SP:Iteration 21Q (30654.220000 sec): 3 clusters
  Score: Raw -266590.135408 + Penalty 2628.283278 = -263961.852130
  nChanged 15
		SP:Iteration 22Q (30654.280000 sec): 3 clusters
  Score: Raw -266597.482463 + Penalty 2628.283278 = -263969.199185
  nChanged 15
		SP:Iteration 23Q (30654.340000 sec): 3 clusters
  Score: Raw -266609.505669 + Penalty 2628.283278 = -263981.222392
  nChanged 10
		SP:Iteration 24Q (30654.410000 sec): 3 clusters
  Score: Raw -266618.200580 + Penalty 2628.283278 = -263989.917302
  nChanged 20
		SP:Iteration 25Q (30654.470000 sec): 3 clusters
  Score: Raw -266631.157233 + Penalty 2628.283278 = -264002.873955
  nChanged 14
		SP:Iteration 26Q (30654.530000 sec): 3 clusters
  Score: Raw -266637.471369 + Penalty 2628.283278 = -264009.188091
  nChanged 11
		SP:Iteration 27Q (30654.590000 sec): 3 clusters
  Score: Raw -266641.710454 + Penalty 2628.283278 = -264013.427176
  nChanged 6
		SP:Iteration 28Q (30654.650000 sec): 3 clusters
  Score: Raw -266647.247332 + Penalty 2628.283278 = -264018.964054
  nChanged 4
		SP:Iteration 29Q (30654.720000 sec): 3 clusters
  Score: Raw -266649.822730 + Penalty 2628.283278 = -264021.539452
  nChanged 3
		SP:Iteration 30Q (30654.780000 sec): 3 clusters
  Score: Raw -266651.074031 + Penalty 2628.283278 = -264022.790753
  nChanged 4
		SP:Iteration 31Q (30654.840000 sec): 3 clusters
  Score: Raw -266652.389642 + Penalty 2628.283278 = -264024.106364
  nChanged 3
		SP:Iteration 32Q (30654.910000 sec): 3 clusters
  Score: Raw -266654.491293 + Penalty 2628.283278 = -264026.208015
  nChanged 3
		SP:Iteration 33Q (30654.970000 sec): 3 clusters
  Score: Raw -266655.534125 + Penalty 2628.283278 = -264027.250847
  nChanged 1
		SP:Iteration 34Q (30655.030000 sec): 3 clusters
  Score: Raw -266655.737999 + Penalty 2628.283278 = -264027.454721
  nChanged 0
		SP:Iteration 35F (30655.090000 sec): 3 clusters
  Score: Raw -266655.737999 + Penalty 2628.283278 = -264027.454721
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 52 (1682 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (30655.150000 sec): 2 clusters
  Score: Raw -142248.907685 + Penalty 1207.007562 = -141041.900123
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (30655.190000 sec): 3 clusters
  Score: Raw -141586.766960 + Penalty 2414.015123 = -139172.751837
  nChanged 559
		SP:Iteration 1F (30655.220000 sec): 3 clusters
  Score: Raw -142009.490360 + Penalty 2414.015123 = -139595.475237
  nChanged 126
		SP:Iteration 2F (30655.250000 sec): 3 clusters
  Score: Raw -142109.661545 + Penalty 2414.015123 = -139695.646422
  nChanged 71
		SP:Iteration 3Q (30655.290000 sec): 3 clusters
  Score: Raw -142166.628320 + Penalty 2414.015123 = -139752.613197
  nChanged 49
		SP:Iteration 4Q (30655.320000 sec): 3 clusters
  Score: Raw -142206.552876 + Penalty 2414.015123 = -139792.537753
  nChanged 46
		SP:Iteration 5Q (30655.350000 sec): 3 clusters
  Score: Raw -142237.770896 + Penalty 2414.015123 = -139823.755773
  nChanged 30
		SP:Iteration 6Q (30655.390000 sec): 3 clusters
  Score: Raw -142269.867934 + Penalty 2414.015123 = -139855.852811
  nChanged 39
		SP:Iteration 7Q (30655.420000 sec): 3 clusters
  Score: Raw -142305.208172 + Penalty 2414.015123 = -139891.193049
  nChanged 44
		SP:Iteration 8Q (30655.450000 sec): 3 clusters
  Score: Raw -142346.402372 + Penalty 2414.015123 = -139932.387248
  nChanged 48
		SP:Iteration 9Q (30655.490000 sec): 3 clusters
  Score: Raw -142391.381789 + Penalty 2414.015123 = -139977.366666
  nChanged 37
		SP:Iteration 10Q (30655.520000 sec): 3 clusters
  Score: Raw -142426.896492 + Penalty 2414.015123 = -140012.881369
  nChanged 33
		SP:Iteration 11Q (30655.550000 sec): 3 clusters
  Score: Raw -142455.614214 + Penalty 2414.015123 = -140041.599091
  nChanged 40
		SP:Iteration 12Q (30655.590000 sec): 3 clusters
  Score: Raw -142501.634582 + Penalty 2414.015123 = -140087.619459
  nChanged 48
		SP:Iteration 13Q (30655.620000 sec): 3 clusters
  Score: Raw -142546.887985 + Penalty 2414.015123 = -140132.872862
  nChanged 37
		SP:Iteration 14Q (30655.650000 sec): 3 clusters
  Score: Raw -142587.560992 + Penalty 2414.015123 = -140173.545868
  nChanged 40
		SP:Iteration 15Q (30655.690000 sec): 3 clusters
  Score: Raw -142646.785801 + Penalty 2414.015123 = -140232.770678
  nChanged 40
		SP:Iteration 16Q (30655.720000 sec): 3 clusters
  Score: Raw -142694.951723 + Penalty 2414.015123 = -140280.936600
  nChanged 24
		SP:Iteration 17Q (30655.750000 sec): 3 clusters
  Score: Raw -142715.527073 + Penalty 2414.015123 = -140301.511950
  nChanged 16
		SP:Iteration 18Q (30655.790000 sec): 3 clusters
  Score: Raw -142731.865253 + Penalty 2414.015123 = -140317.850130
  nChanged 16
		SP:Iteration 19Q (30655.820000 sec): 3 clusters
  Score: Raw -142744.186960 + Penalty 2414.015123 = -140330.171837
  nChanged 19
		SP:Iteration 20F (30655.850000 sec): 3 clusters
  Score: Raw -142760.839015 + Penalty 2414.015123 = -140346.823892
  nChanged 19
		SP:Iteration 21Q (30655.880000 sec): 3 clusters
  Score: Raw -142775.867498 + Penalty 2414.015123 = -140361.852375
  nChanged 14
		SP:Iteration 22Q (30655.920000 sec): 3 clusters
  Score: Raw -142787.311924 + Penalty 2414.015123 = -140373.296800
  nChanged 11
		SP:Iteration 23Q (30655.950000 sec): 3 clusters
  Score: Raw -142798.345492 + Penalty 2414.015123 = -140384.330368
  nChanged 13
		SP:Iteration 24Q (30655.980000 sec): 3 clusters
  Score: Raw -142806.883227 + Penalty 2414.015123 = -140392.868103
  nChanged 9
		SP:Iteration 25Q (30656.010000 sec): 3 clusters
  Score: Raw -142813.464878 + Penalty 2414.015123 = -140399.449755
  nChanged 7
		SP:Iteration 26Q (30656.050000 sec): 3 clusters
  Score: Raw -142817.998390 + Penalty 2414.015123 = -140403.983267
  nChanged 6
		SP:Iteration 27Q (30656.080000 sec): 3 clusters
  Score: Raw -142822.106148 + Penalty 2414.015123 = -140408.091024
  nChanged 5
		SP:Iteration 28Q (30656.110000 sec): 3 clusters
  Score: Raw -142824.641558 + Penalty 2414.015123 = -140410.626435
  nChanged 2
		SP:Iteration 29Q (30656.140000 sec): 3 clusters
  Score: Raw -142826.015385 + Penalty 2414.015123 = -140412.000262
  nChanged 8
		SP:Iteration 30Q (30656.180000 sec): 3 clusters
  Score: Raw -142831.102926 + Penalty 2414.015123 = -140417.087803
  nChanged 7
		SP:Iteration 31Q (30656.210000 sec): 3 clusters
  Score: Raw -142836.610836 + Penalty 2414.015123 = -140422.595713
  nChanged 10
		SP:Iteration 32Q (30656.240000 sec): 3 clusters
  Score: Raw -142843.271817 + Penalty 2414.015123 = -140429.256694
  nChanged 9
		SP:Iteration 33Q (30656.270000 sec): 3 clusters
  Score: Raw -142853.184471 + Penalty 2414.015123 = -140439.169348
  nChanged 7
		SP:Iteration 34Q (30656.310000 sec): 3 clusters
  Score: Raw -142859.213074 + Penalty 2414.015123 = -140445.197951
  nChanged 9
		SP:Iteration 35Q (30656.340000 sec): 3 clusters
  Score: Raw -142865.952399 + Penalty 2414.015123 = -140451.937276
  nChanged 11
		SP:Iteration 36Q (30656.380000 sec): 3 clusters
  Score: Raw -142874.506403 + Penalty 2414.015123 = -140460.491280
  nChanged 7
		SP:Iteration 37Q (30656.410000 sec): 3 clusters
  Score: Raw -142879.899730 + Penalty 2414.015123 = -140465.884607
  nChanged 4
		SP:Iteration 38Q (30656.450000 sec): 3 clusters
  Score: Raw -142884.999144 + Penalty 2414.015123 = -140470.984021
  nChanged 9
		SP:Iteration 39Q (30656.480000 sec): 3 clusters
  Score: Raw -142891.913923 + Penalty 2414.015123 = -140477.898800
  nChanged 5
		SP:Iteration 40F (30656.510000 sec): 3 clusters
  Score: Raw -142896.613549 + Penalty 2414.015123 = -140482.598426
  nChanged 9
		SP:Iteration 41Q (30656.540000 sec): 3 clusters
  Score: Raw -142904.763642 + Penalty 2414.015123 = -140490.748519
  nChanged 10
		SP:Iteration 42Q (30656.570000 sec): 3 clusters
  Score: Raw -142912.985528 + Penalty 2414.015123 = -140498.970405
  nChanged 14
		SP:Iteration 43Q (30656.610000 sec): 3 clusters
  Score: Raw -142924.760130 + Penalty 2414.015123 = -140510.745007
  nChanged 18
		SP:Iteration 44Q (30656.640000 sec): 3 clusters
  Score: Raw -142939.454426 + Penalty 2414.015123 = -140525.439303
  nChanged 19
		SP:Iteration 45Q (30656.670000 sec): 3 clusters
  Score: Raw -142954.889832 + Penalty 2414.015123 = -140540.874708
  nChanged 15
		SP:Iteration 46Q (30656.700000 sec): 3 clusters
  Score: Raw -142968.213232 + Penalty 2414.015123 = -140554.198109
  nChanged 16
		SP:Iteration 47Q (30656.730000 sec): 3 clusters
  Score: Raw -142982.193211 + Penalty 2414.015123 = -140568.178088
  nChanged 14
		SP:Iteration 48Q (30656.770000 sec): 3 clusters
  Score: Raw -142993.376702 + Penalty 2414.015123 = -140579.361579
  nChanged 10
		SP:Iteration 49Q (30656.800000 sec): 3 clusters
  Score: Raw -143003.901506 + Penalty 2414.015123 = -140589.886382
  nChanged 14
		SP:Iteration 50Q (30656.830000 sec): 3 clusters
  Score: Raw -143016.368855 + Penalty 2414.015123 = -140602.353732
  nChanged 14
		SP:Iteration 51Q (30656.860000 sec): 3 clusters
  Score: Raw -143026.559597 + Penalty 2414.015123 = -140612.544474
  nChanged 11
		SP:Iteration 52Q (30656.890000 sec): 3 clusters
  Score: Raw -143034.104939 + Penalty 2414.015123 = -140620.089816
  nChanged 13
		SP:Iteration 53Q (30656.930000 sec): 3 clusters
  Score: Raw -143046.084925 + Penalty 2414.015123 = -140632.069802
  nChanged 15
		SP:Iteration 54Q (30656.960000 sec): 3 clusters
  Score: Raw -143063.297346 + Penalty 2414.015123 = -140649.282222
  nChanged 21
		SP:Iteration 55Q (30656.990000 sec): 3 clusters
  Score: Raw -143083.985211 + Penalty 2414.015123 = -140669.970088
  nChanged 26
		SP:Iteration 56Q (30657.020000 sec): 3 clusters
  Score: Raw -143113.681895 + Penalty 2414.015123 = -140699.666772
  nChanged 29
		SP:Iteration 57Q (30657.050000 sec): 3 clusters
  Score: Raw -143163.402935 + Penalty 2414.015123 = -140749.387812
  nChanged 36
		SP:Iteration 58Q (30657.090000 sec): 3 clusters
  Score: Raw -143236.633260 + Penalty 2414.015123 = -140822.618137
  nChanged 34
		SP:Iteration 59Q (30657.120000 sec): 3 clusters
  Score: Raw -143299.340947 + Penalty 2414.015123 = -140885.325824
  nChanged 30
		SP:Iteration 60F (30657.150000 sec): 3 clusters
  Score: Raw -143345.834273 + Penalty 2414.015123 = -140931.819150
  nChanged 18
		SP:Iteration 61Q (30657.180000 sec): 3 clusters
  Score: Raw -143367.923259 + Penalty 2414.015123 = -140953.908136
  nChanged 10
		SP:Iteration 62Q (30657.210000 sec): 3 clusters
  Score: Raw -143378.956020 + Penalty 2414.015123 = -140964.940896
  nChanged 6
		SP:Iteration 63Q (30657.250000 sec): 3 clusters
  Score: Raw -143383.186528 + Penalty 2414.015123 = -140969.171405
  nChanged 2
		SP:Iteration 64Q (30657.280000 sec): 3 clusters
  Score: Raw -143384.680791 + Penalty 2414.015123 = -140970.665668
  nChanged 3
		SP:Iteration 65Q (30657.310000 sec): 3 clusters
  Score: Raw -143387.034514 + Penalty 2414.015123 = -140973.019391
  nChanged 1
		SP:Iteration 66Q (30657.340000 sec): 3 clusters
  Score: Raw -143387.661798 + Penalty 2414.015123 = -140973.646675
  nChanged 0
		SP:Iteration 67F (30657.370000 sec): 3 clusters
  Score: Raw -143387.661798 + Penalty 2414.015123 = -140973.646675
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 53 (6092 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (30657.460000 sec): 2 clusters
  Score: Raw -525703.729651 + Penalty 1416.143904 = -524287.585748
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (30657.590000 sec): 3 clusters
  Score: Raw -522498.018934 + Penalty 2832.287807 = -519665.731127
  nChanged 2497
		SP:Iteration 1F (30657.690000 sec): 3 clusters
  Score: Raw -523866.007450 + Penalty 2832.287807 = -521033.719643
  nChanged 452
		SP:Iteration 2F (30657.800000 sec): 3 clusters
  Score: Raw -524152.708329 + Penalty 2832.287807 = -521320.420522
  nChanged 420
		SP:Iteration 3F (30657.900000 sec): 3 clusters
  Score: Raw -524462.791388 + Penalty 2832.287807 = -521630.503581
  nChanged 413
		SP:Iteration 4F (30658.010000 sec): 3 clusters
  Score: Raw -524780.870933 + Penalty 2832.287807 = -521948.583126
  nChanged 395
		SP:Iteration 5F (30658.110000 sec): 3 clusters
  Score: Raw -525066.835007 + Penalty 2832.287807 = -522234.547200
  nChanged 303
		SP:Iteration 6Q (30658.220000 sec): 3 clusters
  Score: Raw -525265.614498 + Penalty 2832.287807 = -522433.326691
  nChanged 218
		SP:Iteration 7Q (30658.330000 sec): 3 clusters
  Score: Raw -525391.358834 + Penalty 2832.287807 = -522559.071027
  nChanged 176
		SP:Iteration 8Q (30658.440000 sec): 3 clusters
  Score: Raw -525490.221963 + Penalty 2832.287807 = -522657.934156
  nChanged 154
		SP:Iteration 9Q (30658.550000 sec): 3 clusters
  Score: Raw -525573.561284 + Penalty 2832.287807 = -522741.273477
  nChanged 119
		SP:Iteration 10Q (30658.650000 sec): 3 clusters
  Score: Raw -525634.216239 + Penalty 2832.287807 = -522801.928432
  nChanged 103
		SP:Iteration 11Q (30658.760000 sec): 3 clusters
  Score: Raw -525684.665465 + Penalty 2832.287807 = -522852.377658
  nChanged 85
		SP:Iteration 12Q (30658.870000 sec): 3 clusters
  Score: Raw -525730.208214 + Penalty 2832.287807 = -522897.920407
  nChanged 84
		SP:Iteration 13Q (30658.980000 sec): 3 clusters
  Score: Raw -525778.248319 + Penalty 2832.287807 = -522945.960512
  nChanged 56
		SP:Iteration 14Q (30659.090000 sec): 3 clusters
  Score: Raw -525806.850661 + Penalty 2832.287807 = -522974.562854
  nChanged 46
		SP:Iteration 15Q (30659.200000 sec): 3 clusters
  Score: Raw -525825.115547 + Penalty 2832.287807 = -522992.827740
  nChanged 32
		SP:Iteration 16Q (30659.310000 sec): 3 clusters
  Score: Raw -525839.847821 + Penalty 2832.287807 = -523007.560014
  nChanged 28
		SP:Iteration 17Q (30659.410000 sec): 3 clusters
  Score: Raw -525854.162629 + Penalty 2832.287807 = -523021.874822
  nChanged 29
		SP:Iteration 18Q (30659.520000 sec): 3 clusters
  Score: Raw -525869.216099 + Penalty 2832.287807 = -523036.928292
  nChanged 20
		SP:Iteration 19Q (30659.630000 sec): 3 clusters
  Score: Raw -525878.580593 + Penalty 2832.287807 = -523046.292786
  nChanged 11
		SP:Iteration 20F (30659.730000 sec): 3 clusters
  Score: Raw -525884.000624 + Penalty 2832.287807 = -523051.712817
  nChanged 13
		SP:Iteration 21Q (30659.840000 sec): 3 clusters
  Score: Raw -525887.818860 + Penalty 2832.287807 = -523055.531053
  nChanged 12
		SP:Iteration 22Q (30659.950000 sec): 3 clusters
  Score: Raw -525891.431556 + Penalty 2832.287807 = -523059.143749
  nChanged 8
		SP:Iteration 23Q (30660.060000 sec): 3 clusters
  Score: Raw -525894.626414 + Penalty 2832.287807 = -523062.338606
  nChanged 12
		SP:Iteration 24Q (30660.170000 sec): 3 clusters
  Score: Raw -525900.039543 + Penalty 2832.287807 = -523067.751735
  nChanged 6
		SP:Iteration 25Q (30660.270000 sec): 3 clusters
  Score: Raw -525902.946118 + Penalty 2832.287807 = -523070.658311
  nChanged 11
		SP:Iteration 26Q (30660.380000 sec): 3 clusters
  Score: Raw -525907.644554 + Penalty 2832.287807 = -523075.356747
  nChanged 10
		SP:Iteration 27Q (30660.490000 sec): 3 clusters
  Score: Raw -525911.930183 + Penalty 2832.287807 = -523079.642376
  nChanged 7
		SP:Iteration 28Q (30660.600000 sec): 3 clusters
  Score: Raw -525913.546751 + Penalty 2832.287807 = -523081.258944
  nChanged 7
		SP:Iteration 29Q (30660.710000 sec): 3 clusters
  Score: Raw -525915.091332 + Penalty 2832.287807 = -523082.803525
  nChanged 2
		SP:Iteration 30Q (30660.810000 sec): 3 clusters
  Score: Raw -525915.590582 + Penalty 2832.287807 = -523083.302775
  nChanged 1
		SP:Iteration 31Q (30660.920000 sec): 3 clusters
  Score: Raw -525915.844966 + Penalty 2832.287807 = -523083.557159
  nChanged 0
		SP:Iteration 32F (30661.020000 sec): 3 clusters
  Score: Raw -525915.844966 + Penalty 2832.287807 = -523083.557159
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 54 (1579 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (30661.090000 sec): 2 clusters
  Score: Raw -115010.828491 + Penalty 1196.738890 = -113814.089602
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (30661.120000 sec): 3 clusters
  Score: Raw -114446.732740 + Penalty 2393.477780 = -112053.254960
  nChanged 537
		SP:Iteration 1F (30661.150000 sec): 3 clusters
  Score: Raw -114894.976864 + Penalty 2393.477780 = -112501.499084
  nChanged 149
		SP:Iteration 2F (30661.180000 sec): 3 clusters
  Score: Raw -115027.978155 + Penalty 2393.477780 = -112634.500375
  nChanged 81
		SP:Iteration 3F (30661.210000 sec): 3 clusters
  Score: Raw -115101.241661 + Penalty 2393.477780 = -112707.763881
  nChanged 67
		SP:Iteration 4Q (30661.240000 sec): 3 clusters
  Score: Raw -115144.617226 + Penalty 2393.477780 = -112751.139446
  nChanged 45
		SP:Iteration 5Q (30661.270000 sec): 3 clusters
  Score: Raw -115180.311096 + Penalty 2393.477780 = -112786.833316
  nChanged 36
		SP:Iteration 6Q (30661.300000 sec): 3 clusters
  Score: Raw -115205.371157 + Penalty 2393.477780 = -112811.893377
  nChanged 26
		SP:Iteration 7Q (30661.330000 sec): 3 clusters
  Score: Raw -115220.882317 + Penalty 2393.477780 = -112827.404537
  nChanged 17
		SP:Iteration 8Q (30661.360000 sec): 3 clusters
  Score: Raw -115231.924558 + Penalty 2393.477780 = -112838.446778
  nChanged 13
		SP:Iteration 9Q (30661.390000 sec): 3 clusters
  Score: Raw -115240.052836 + Penalty 2393.477780 = -112846.575056
  nChanged 11
		SP:Iteration 10Q (30661.430000 sec): 3 clusters
  Score: Raw -115245.922069 + Penalty 2393.477780 = -112852.444290
  nChanged 8
		SP:Iteration 11Q (30661.460000 sec): 3 clusters
  Score: Raw -115252.211003 + Penalty 2393.477780 = -112858.733223
  nChanged 9
		SP:Iteration 12Q (30661.490000 sec): 3 clusters
  Score: Raw -115259.325739 + Penalty 2393.477780 = -112865.847959
  nChanged 11
		SP:Iteration 13Q (30661.520000 sec): 3 clusters
  Score: Raw -115265.033476 + Penalty 2393.477780 = -112871.555697
  nChanged 4
		SP:Iteration 14Q (30661.550000 sec): 3 clusters
  Score: Raw -115267.189595 + Penalty 2393.477780 = -112873.711816
  nChanged 6
		SP:Iteration 15Q (30661.590000 sec): 3 clusters
  Score: Raw -115269.685938 + Penalty 2393.477780 = -112876.208158
  nChanged 2
		SP:Iteration 16Q (30661.620000 sec): 3 clusters
  Score: Raw -115270.537351 + Penalty 2393.477780 = -112877.059571
  nChanged 3
		SP:Iteration 17Q (30661.650000 sec): 3 clusters
  Score: Raw -115273.019533 + Penalty 2393.477780 = -112879.541753
  nChanged 5
		SP:Iteration 18Q (30661.680000 sec): 3 clusters
  Score: Raw -115274.412723 + Penalty 2393.477780 = -112880.934943
  nChanged 2
		SP:Iteration 19Q (30661.710000 sec): 3 clusters
  Score: Raw -115275.175553 + Penalty 2393.477780 = -112881.697773
  nChanged 1
		SP:Iteration 20F (30661.740000 sec): 3 clusters
  Score: Raw -115275.784189 + Penalty 2393.477780 = -112882.306410
  nChanged 1
		SP:Iteration 21Q (30661.770000 sec): 3 clusters
  Score: Raw -115275.994642 + Penalty 2393.477780 = -112882.516862
  nChanged 0
		SP:Iteration 22F (30661.800000 sec): 3 clusters
  Score: Raw -115275.994642 + Penalty 2393.477780 = -112882.516862
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 55 (1870 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (30661.870000 sec): 2 clusters
  Score: Raw -161368.312079 + Penalty 1224.225228 = -160144.086851
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (30661.900000 sec): 3 clusters
  Score: Raw -160606.734276 + Penalty 2448.450456 = -158158.283820
  nChanged 661
		SP:Iteration 1F (30661.940000 sec): 3 clusters
  Score: Raw -161092.370549 + Penalty 2448.450456 = -158643.920093
  nChanged 163
		SP:Iteration 2F (30661.970000 sec): 3 clusters
  Score: Raw -161223.218533 + Penalty 2448.450456 = -158774.768077
  nChanged 100
		SP:Iteration 3F (30662.010000 sec): 3 clusters
  Score: Raw -161306.218474 + Penalty 2448.450456 = -158857.768018
  nChanged 78
		SP:Iteration 4Q (30662.050000 sec): 3 clusters
  Score: Raw -161378.646695 + Penalty 2448.450456 = -158930.196239
  nChanged 60
		SP:Iteration 5Q (30662.090000 sec): 3 clusters
  Score: Raw -161441.120964 + Penalty 2448.450456 = -158992.670508
  nChanged 58
		SP:Iteration 6Q (30662.120000 sec): 3 clusters
  Score: Raw -161492.782774 + Penalty 2448.450456 = -159044.332318
  nChanged 44
		SP:Iteration 7Q (30662.160000 sec): 3 clusters
  Score: Raw -161520.877101 + Penalty 2448.450456 = -159072.426645
  nChanged 31
		SP:Iteration 8Q (30662.190000 sec): 3 clusters
  Score: Raw -161539.954971 + Penalty 2448.450456 = -159091.504515
  nChanged 14
		SP:Iteration 9Q (30662.230000 sec): 3 clusters
  Score: Raw -161550.316936 + Penalty 2448.450456 = -159101.866480
  nChanged 22
		SP:Iteration 10Q (30662.270000 sec): 3 clusters
  Score: Raw -161562.868474 + Penalty 2448.450456 = -159114.418019
  nChanged 14
		SP:Iteration 11Q (30662.310000 sec): 3 clusters
  Score: Raw -161570.530072 + Penalty 2448.450456 = -159122.079617
  nChanged 7
		SP:Iteration 12Q (30662.340000 sec): 3 clusters
  Score: Raw -161574.813185 + Penalty 2448.450456 = -159126.362730
  nChanged 6
		SP:Iteration 13Q (30662.380000 sec): 3 clusters
  Score: Raw -161579.303231 + Penalty 2448.450456 = -159130.852775
  nChanged 6
		SP:Iteration 14Q (30662.410000 sec): 3 clusters
  Score: Raw -161582.469171 + Penalty 2448.450456 = -159134.018715
  nChanged 5
		SP:Iteration 15Q (30662.450000 sec): 3 clusters
  Score: Raw -161584.543688 + Penalty 2448.450456 = -159136.093233
  nChanged 6
		SP:Iteration 16Q (30662.490000 sec): 3 clusters
  Score: Raw -161588.327438 + Penalty 2448.450456 = -159139.876982
  nChanged 5
		SP:Iteration 17Q (30662.530000 sec): 3 clusters
  Score: Raw -161592.351484 + Penalty 2448.450456 = -159143.901028
  nChanged 5
		SP:Iteration 18Q (30662.560000 sec): 3 clusters
  Score: Raw -161595.101780 + Penalty 2448.450456 = -159146.651324
  nChanged 3
		SP:Iteration 19Q (30662.600000 sec): 3 clusters
  Score: Raw -161596.748166 + Penalty 2448.450456 = -159148.297710
  nChanged 2
		SP:Iteration 20F (30662.630000 sec): 3 clusters
  Score: Raw -161597.514557 + Penalty 2448.450456 = -159149.064101
  nChanged 1
		SP:Iteration 21Q (30662.670000 sec): 3 clusters
  Score: Raw -161597.946747 + Penalty 2448.450456 = -159149.496291
  nChanged 3
		SP:Iteration 22Q (30662.710000 sec): 3 clusters
  Score: Raw -161599.285894 + Penalty 2448.450456 = -159150.835439
  nChanged 2
		SP:Iteration 23Q (30662.740000 sec): 3 clusters
  Score: Raw -161600.184446 + Penalty 2448.450456 = -159151.733990
  nChanged 2
		SP:Iteration 24Q (30662.780000 sec): 3 clusters
  Score: Raw -161600.543823 + Penalty 2448.450456 = -159152.093367
  nChanged 1
		SP:Iteration 25Q (30662.810000 sec): 3 clusters
  Score: Raw -161601.170970 + Penalty 2448.450456 = -159152.720514
  nChanged 2
		SP:Iteration 26Q (30662.850000 sec): 3 clusters
  Score: Raw -161602.429820 + Penalty 2448.450456 = -159153.979364
  nChanged 0
		SP:Iteration 27F (30662.890000 sec): 3 clusters
  Score: Raw -161602.429820 + Penalty 2448.450456 = -159153.979364
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 56 (3237 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (30662.960000 sec): 2 clusters
  Score: Raw -233263.347714 + Penalty 1313.390366 = -231949.957347
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (30663.020000 sec): 3 clusters
  Score: Raw -231703.810509 + Penalty 2626.780733 = -229077.029777
  nChanged 1238
		SP:Iteration 1F (30663.090000 sec): 3 clusters
  Score: Raw -232527.322610 + Penalty 2626.780733 = -229900.541877
  nChanged 311
		SP:Iteration 2F (30663.150000 sec): 3 clusters
  Score: Raw -232790.028537 + Penalty 2626.780733 = -230163.247805
  nChanged 241
		SP:Iteration 3F (30663.210000 sec): 3 clusters
  Score: Raw -232982.558067 + Penalty 2626.780733 = -230355.777334
  nChanged 170
		SP:Iteration 4F (30663.270000 sec): 3 clusters
  Score: Raw -233101.146505 + Penalty 2626.780733 = -230474.365773
  nChanged 129
		SP:Iteration 5Q (30663.340000 sec): 3 clusters
  Score: Raw -233182.202607 + Penalty 2626.780733 = -230555.421875
  nChanged 103
		SP:Iteration 6Q (30663.400000 sec): 3 clusters
  Score: Raw -233257.232126 + Penalty 2626.780733 = -230630.451393
  nChanged 105
		SP:Iteration 7Q (30663.470000 sec): 3 clusters
  Score: Raw -233333.694734 + Penalty 2626.780733 = -230706.914001
  nChanged 91
		SP:Iteration 8Q (30663.530000 sec): 3 clusters
  Score: Raw -233393.673506 + Penalty 2626.780733 = -230766.892774
  nChanged 73
		SP:Iteration 9Q (30663.590000 sec): 3 clusters
  Score: Raw -233434.781055 + Penalty 2626.780733 = -230808.000323
  nChanged 67
		SP:Iteration 10Q (30663.650000 sec): 3 clusters
  Score: Raw -233477.147277 + Penalty 2626.780733 = -230850.366545
  nChanged 53
		SP:Iteration 11Q (30663.710000 sec): 3 clusters
  Score: Raw -233510.119941 + Penalty 2626.780733 = -230883.339208
  nChanged 49
		SP:Iteration 12Q (30663.780000 sec): 3 clusters
  Score: Raw -233538.582138 + Penalty 2626.780733 = -230911.801406
  nChanged 46
		SP:Iteration 13Q (30663.840000 sec): 3 clusters
  Score: Raw -233565.271214 + Penalty 2626.780733 = -230938.490482
  nChanged 45
		SP:Iteration 14Q (30663.900000 sec): 3 clusters
  Score: Raw -233590.081435 + Penalty 2626.780733 = -230963.300703
  nChanged 36
		SP:Iteration 15Q (30663.970000 sec): 3 clusters
  Score: Raw -233609.693629 + Penalty 2626.780733 = -230982.912896
  nChanged 35
		SP:Iteration 16Q (30664.030000 sec): 3 clusters
  Score: Raw -233630.522141 + Penalty 2626.780733 = -231003.741408
  nChanged 29
		SP:Iteration 17Q (30664.090000 sec): 3 clusters
  Score: Raw -233646.968216 + Penalty 2626.780733 = -231020.187483
  nChanged 24
		SP:Iteration 18Q (30664.150000 sec): 3 clusters
  Score: Raw -233656.993860 + Penalty 2626.780733 = -231030.213128
  nChanged 14
		SP:Iteration 19Q (30664.210000 sec): 3 clusters
  Score: Raw -233662.706357 + Penalty 2626.780733 = -231035.925625
  nChanged 7
		SP:Iteration 20F (30664.280000 sec): 3 clusters
  Score: Raw -233665.167195 + Penalty 2626.780733 = -231038.386463
  nChanged 6
		SP:Iteration 21Q (30664.340000 sec): 3 clusters
  Score: Raw -233666.883979 + Penalty 2626.780733 = -231040.103246
  nChanged 4
		SP:Iteration 22Q (30664.400000 sec): 3 clusters
  Score: Raw -233667.884316 + Penalty 2626.780733 = -231041.103583
  nChanged 2
		SP:Iteration 23Q (30664.460000 sec): 3 clusters
  Score: Raw -233668.298891 + Penalty 2626.780733 = -231041.518159
  nChanged 2
		SP:Iteration 24Q (30664.530000 sec): 3 clusters
  Score: Raw -233668.639489 + Penalty 2626.780733 = -231041.858757
  nChanged 0
		SP:Iteration 25F (30664.590000 sec): 3 clusters
  Score: Raw -233668.639489 + Penalty 2626.780733 = -231041.858757
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 57 (4394 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (30664.660000 sec): 2 clusters
  Score: Raw -348263.528560 + Penalty 1363.049229 = -346900.479332
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (30664.760000 sec): 3 clusters
  Score: Raw -346030.934475 + Penalty 2726.098457 = -343304.836018
  nChanged 1764
		SP:Iteration 1F (30664.850000 sec): 3 clusters
  Score: Raw -347247.871608 + Penalty 2726.098457 = -344521.773151
  nChanged 436
		SP:Iteration 2F (30664.930000 sec): 3 clusters
  Score: Raw -347630.020609 + Penalty 2726.098457 = -344903.922152
  nChanged 331
		SP:Iteration 3F (30665.010000 sec): 3 clusters
  Score: Raw -347908.474879 + Penalty 2726.098457 = -345182.376422
  nChanged 268
		SP:Iteration 4F (30665.090000 sec): 3 clusters
  Score: Raw -348147.501879 + Penalty 2726.098457 = -345421.403422
  nChanged 217
		SP:Iteration 5Q (30665.180000 sec): 3 clusters
  Score: Raw -348312.807994 + Penalty 2726.098457 = -345586.709537
  nChanged 189
		SP:Iteration 6Q (30665.260000 sec): 3 clusters
  Score: Raw -348434.721808 + Penalty 2726.098457 = -345708.623351
  nChanged 126
		SP:Iteration 7Q (30665.350000 sec): 3 clusters
  Score: Raw -348498.109798 + Penalty 2726.098457 = -345772.011341
  nChanged 88
		SP:Iteration 8Q (30665.430000 sec): 3 clusters
  Score: Raw -348540.111373 + Penalty 2726.098457 = -345814.012916
  nChanged 80
		SP:Iteration 9Q (30665.510000 sec): 3 clusters
  Score: Raw -348579.859659 + Penalty 2726.098457 = -345853.761201
  nChanged 68
		SP:Iteration 10Q (30665.600000 sec): 3 clusters
  Score: Raw -348600.524968 + Penalty 2726.098457 = -345874.426511
  nChanged 34
		SP:Iteration 11Q (30665.680000 sec): 3 clusters
  Score: Raw -348611.258828 + Penalty 2726.098457 = -345885.160371
  nChanged 32
		SP:Iteration 12Q (30665.760000 sec): 3 clusters
  Score: Raw -348620.251700 + Penalty 2726.098457 = -345894.153243
  nChanged 24
		SP:Iteration 13Q (30665.850000 sec): 3 clusters
  Score: Raw -348627.817150 + Penalty 2726.098457 = -345901.718693
  nChanged 25
		SP:Iteration 14Q (30665.930000 sec): 3 clusters
  Score: Raw -348634.910210 + Penalty 2726.098457 = -345908.811753
  nChanged 12
		SP:Iteration 15Q (30666.010000 sec): 3 clusters
  Score: Raw -348638.349391 + Penalty 2726.098457 = -345912.250933
  nChanged 13
		SP:Iteration 16Q (30666.100000 sec): 3 clusters
  Score: Raw -348646.047135 + Penalty 2726.098457 = -345919.948678
  nChanged 19
		SP:Iteration 17Q (30666.180000 sec): 3 clusters
  Score: Raw -348657.930819 + Penalty 2726.098457 = -345931.832361
  nChanged 26
		SP:Iteration 18Q (30666.260000 sec): 3 clusters
  Score: Raw -348672.904292 + Penalty 2726.098457 = -345946.805835
  nChanged 26
		SP:Iteration 19Q (30666.350000 sec): 3 clusters
  Score: Raw -348683.950123 + Penalty 2726.098457 = -345957.851666
  nChanged 26
		SP:Iteration 20F (30666.430000 sec): 3 clusters
  Score: Raw -348692.995265 + Penalty 2726.098457 = -345966.896808
  nChanged 20
		SP:Iteration 21Q (30666.510000 sec): 3 clusters
  Score: Raw -348698.880499 + Penalty 2726.098457 = -345972.782042
  nChanged 16
		SP:Iteration 22Q (30666.590000 sec): 3 clusters
  Score: Raw -348704.280107 + Penalty 2726.098457 = -345978.181650
  nChanged 17
		SP:Iteration 23Q (30666.680000 sec): 3 clusters
  Score: Raw -348709.465460 + Penalty 2726.098457 = -345983.367003
  nChanged 17
		SP:Iteration 24Q (30666.760000 sec): 3 clusters
  Score: Raw -348714.119113 + Penalty 2726.098457 = -345988.020656
  nChanged 11
		SP:Iteration 25Q (30666.850000 sec): 3 clusters
  Score: Raw -348716.277921 + Penalty 2726.098457 = -345990.179464
  nChanged 7
		SP:Iteration 26Q (30666.930000 sec): 3 clusters
  Score: Raw -348717.730676 + Penalty 2726.098457 = -345991.632218
  nChanged 7
		SP:Iteration 27Q (30667.010000 sec): 3 clusters
  Score: Raw -348719.677451 + Penalty 2726.098457 = -345993.578993
  nChanged 6
		SP:Iteration 28Q (30667.100000 sec): 3 clusters
  Score: Raw -348720.533875 + Penalty 2726.098457 = -345994.435418
  nChanged 3
		SP:Iteration 29Q (30667.180000 sec): 3 clusters
  Score: Raw -348720.987599 + Penalty 2726.098457 = -345994.889142
  nChanged 3
		SP:Iteration 30Q (30667.260000 sec): 3 clusters
  Score: Raw -348721.565554 + Penalty 2726.098457 = -345995.467097
  nChanged 2
		SP:Iteration 31Q (30667.350000 sec): 3 clusters
  Score: Raw -348721.778134 + Penalty 2726.098457 = -345995.679676
  nChanged 1
		SP:Iteration 32Q (30667.430000 sec): 3 clusters
  Score: Raw -348721.888539 + Penalty 2726.098457 = -345995.790082
  nChanged 1
		SP:Iteration 33Q (30667.510000 sec): 3 clusters
  Score: Raw -348721.980534 + Penalty 2726.098457 = -345995.882077
  nChanged 1
		SP:Iteration 34Q (30667.600000 sec): 3 clusters
  Score: Raw -348722.157335 + Penalty 2726.098457 = -345996.058878
  nChanged 0
		SP:Iteration 35F (30667.680000 sec): 3 clusters
  Score: Raw -348722.157335 + Penalty 2726.098457 = -345996.058878
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 58 (1762 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (30667.740000 sec): 2 clusters
  Score: Raw -125979.733376 + Penalty 1214.558281 = -124765.175095
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (30667.780000 sec): 3 clusters
  Score: Raw -125274.099955 + Penalty 2429.116562 = -122844.983393
  nChanged 618
		SP:Iteration 1F (30667.820000 sec): 3 clusters
  Score: Raw -125812.083847 + Penalty 2429.116562 = -123382.967285
  nChanged 167
		SP:Iteration 2F (30667.850000 sec): 3 clusters
  Score: Raw -126003.375273 + Penalty 2429.116562 = -123574.258711
  nChanged 121
		SP:Iteration 3F (30667.890000 sec): 3 clusters
  Score: Raw -126150.293584 + Penalty 2429.116562 = -123721.177022
  nChanged 99
		SP:Iteration 4F (30667.920000 sec): 3 clusters
  Score: Raw -126280.666544 + Penalty 2429.116562 = -123851.549981
  nChanged 89
		SP:Iteration 5F (30667.960000 sec): 3 clusters
  Score: Raw -126420.984758 + Penalty 2429.116562 = -123991.868196
  nChanged 73
		SP:Iteration 6Q (30668.000000 sec): 3 clusters
  Score: Raw -126507.498252 + Penalty 2429.116562 = -124078.381690
  nChanged 49
		SP:Iteration 7Q (30668.030000 sec): 3 clusters
  Score: Raw -126558.341287 + Penalty 2429.116562 = -124129.224725
  nChanged 40
		SP:Iteration 8Q (30668.070000 sec): 3 clusters
  Score: Raw -126593.073906 + Penalty 2429.116562 = -124163.957343
  nChanged 21
		SP:Iteration 9Q (30668.100000 sec): 3 clusters
  Score: Raw -126606.619425 + Penalty 2429.116562 = -124177.502863
  nChanged 10
		SP:Iteration 10Q (30668.140000 sec): 3 clusters
  Score: Raw -126611.962983 + Penalty 2429.116562 = -124182.846421
  nChanged 4
		SP:Iteration 11Q (30668.180000 sec): 3 clusters
  Score: Raw -126614.634242 + Penalty 2429.116562 = -124185.517680
  nChanged 7
		SP:Iteration 12Q (30668.210000 sec): 3 clusters
  Score: Raw -126619.612156 + Penalty 2429.116562 = -124190.495594
  nChanged 6
		SP:Iteration 13Q (30668.240000 sec): 3 clusters
  Score: Raw -126622.344269 + Penalty 2429.116562 = -124193.227707
  nChanged 3
		SP:Iteration 14Q (30668.280000 sec): 3 clusters
  Score: Raw -126624.670849 + Penalty 2429.116562 = -124195.554287
  nChanged 4
		SP:Iteration 15Q (30668.320000 sec): 3 clusters
  Score: Raw -126628.658749 + Penalty 2429.116562 = -124199.542187
  nChanged 5
		SP:Iteration 16Q (30668.350000 sec): 3 clusters
  Score: Raw -126631.800302 + Penalty 2429.116562 = -124202.683740
  nChanged 6
		SP:Iteration 17Q (30668.390000 sec): 3 clusters
  Score: Raw -126635.374195 + Penalty 2429.116562 = -124206.257633
  nChanged 3
		SP:Iteration 18Q (30668.420000 sec): 3 clusters
  Score: Raw -126637.417881 + Penalty 2429.116562 = -124208.301319
  nChanged 2
		SP:Iteration 19Q (30668.460000 sec): 3 clusters
  Score: Raw -126637.836730 + Penalty 2429.116562 = -124208.720167
  nChanged 0
		SP:Iteration 20F (30668.500000 sec): 3 clusters
  Score: Raw -126637.836730 + Penalty 2429.116562 = -124208.720167
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 59 (8500 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (30668.600000 sec): 2 clusters
  Score: Raw -699787.966274 + Penalty 1470.270984 = -698317.695289
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (30668.770000 sec): 3 clusters
  Score: Raw -695112.692833 + Penalty 2940.541969 = -692172.150864
  nChanged 3544
		SP:Iteration 1F (30668.930000 sec): 3 clusters
  Score: Raw -697062.255073 + Penalty 2940.541969 = -694121.713104
  nChanged 646
		SP:Iteration 2F (30669.070000 sec): 3 clusters
  Score: Raw -697452.449894 + Penalty 2940.541969 = -694511.907926
  nChanged 536
		SP:Iteration 3F (30669.200000 sec): 3 clusters
  Score: Raw -697764.017362 + Penalty 2940.541969 = -694823.475393
  nChanged 469
		SP:Iteration 4F (30669.330000 sec): 3 clusters
  Score: Raw -698070.839150 + Penalty 2940.541969 = -695130.297181
  nChanged 440
		SP:Iteration 5F (30669.470000 sec): 3 clusters
  Score: Raw -698355.801388 + Penalty 2940.541969 = -695415.259419
  nChanged 409
		SP:Iteration 6Q (30669.610000 sec): 3 clusters
  Score: Raw -698632.942839 + Penalty 2940.541969 = -695692.400871
  nChanged 325
		SP:Iteration 7Q (30669.750000 sec): 3 clusters
  Score: Raw -698881.121911 + Penalty 2940.541969 = -695940.579942
  nChanged 312
		SP:Iteration 8Q (30669.890000 sec): 3 clusters
  Score: Raw -699148.418229 + Penalty 2940.541969 = -696207.876260
  nChanged 307
		SP:Iteration 9Q (30670.030000 sec): 3 clusters
  Score: Raw -699377.743213 + Penalty 2940.541969 = -696437.201245
  nChanged 232
		SP:Iteration 10Q (30670.160000 sec): 3 clusters
  Score: Raw -699573.449496 + Penalty 2940.541969 = -696632.907527
  nChanged 212
		SP:Iteration 11Q (30670.280000 sec): 3 clusters
  Score: Raw -699750.523516 + Penalty 2940.541969 = -696809.981547
  nChanged 160
		SP:Iteration 12Q (30670.420000 sec): 3 clusters
  Score: Raw -699849.528354 + Penalty 2940.541969 = -696908.986385
  nChanged 120
		SP:Iteration 13Q (30670.550000 sec): 3 clusters
  Score: Raw -699918.366883 + Penalty 2940.541969 = -696977.824914
  nChanged 116
		SP:Iteration 14Q (30670.680000 sec): 3 clusters
  Score: Raw -699971.675631 + Penalty 2940.541969 = -697031.133662
  nChanged 76
		SP:Iteration 15Q (30670.820000 sec): 3 clusters
  Score: Raw -700004.645812 + Penalty 2940.541969 = -697064.103843
  nChanged 64
		SP:Iteration 16Q (30670.950000 sec): 3 clusters
  Score: Raw -700038.466464 + Penalty 2940.541969 = -697097.924496
  nChanged 49
		SP:Iteration 17Q (30671.080000 sec): 3 clusters
  Score: Raw -700063.868839 + Penalty 2940.541969 = -697123.326870
  nChanged 41
		SP:Iteration 18Q (30671.220000 sec): 3 clusters
  Score: Raw -700086.452205 + Penalty 2940.541969 = -697145.910236
  nChanged 42
		SP:Iteration 19Q (30671.340000 sec): 3 clusters
  Score: Raw -700104.054363 + Penalty 2940.541969 = -697163.512394
  nChanged 41
		SP:Iteration 20F (30671.460000 sec): 3 clusters
  Score: Raw -700121.785539 + Penalty 2940.541969 = -697181.243570
  nChanged 34
		SP:Iteration 21Q (30671.590000 sec): 3 clusters
  Score: Raw -700136.072063 + Penalty 2940.541969 = -697195.530094
  nChanged 28
		SP:Iteration 22Q (30671.720000 sec): 3 clusters
  Score: Raw -700146.098528 + Penalty 2940.541969 = -697205.556559
  nChanged 22
		SP:Iteration 23Q (30671.850000 sec): 3 clusters
  Score: Raw -700155.406680 + Penalty 2940.541969 = -697214.864711
  nChanged 21
		SP:Iteration 24Q (30671.980000 sec): 3 clusters
  Score: Raw -700166.437492 + Penalty 2940.541969 = -697225.895523
  nChanged 22
		SP:Iteration 25Q (30672.120000 sec): 3 clusters
  Score: Raw -700176.602175 + Penalty 2940.541969 = -697236.060207
  nChanged 19
		SP:Iteration 26Q (30672.250000 sec): 3 clusters
  Score: Raw -700184.390817 + Penalty 2940.541969 = -697243.848848
  nChanged 19
		SP:Iteration 27Q (30672.380000 sec): 3 clusters
  Score: Raw -700191.913390 + Penalty 2940.541969 = -697251.371422
  nChanged 20
		SP:Iteration 28Q (30672.510000 sec): 3 clusters
  Score: Raw -700199.118695 + Penalty 2940.541969 = -697258.576726
  nChanged 19
		SP:Iteration 29Q (30672.640000 sec): 3 clusters
  Score: Raw -700208.629296 + Penalty 2940.541969 = -697268.087327
  nChanged 21
		SP:Iteration 30Q (30672.770000 sec): 3 clusters
  Score: Raw -700217.906062 + Penalty 2940.541969 = -697277.364094
  nChanged 18
		SP:Iteration 31Q (30672.910000 sec): 3 clusters
  Score: Raw -700225.813173 + Penalty 2940.541969 = -697285.271204
  nChanged 19
		SP:Iteration 32Q (30673.030000 sec): 3 clusters
  Score: Raw -700234.175716 + Penalty 2940.541969 = -697293.633747
  nChanged 16
		SP:Iteration 33Q (30673.150000 sec): 3 clusters
  Score: Raw -700241.449007 + Penalty 2940.541969 = -697300.907039
  nChanged 14
		SP:Iteration 34Q (30673.280000 sec): 3 clusters
  Score: Raw -700245.475367 + Penalty 2940.541969 = -697304.933398
  nChanged 11
		SP:Iteration 35Q (30673.410000 sec): 3 clusters
  Score: Raw -700251.796321 + Penalty 2940.541969 = -697311.254352
  nChanged 19
		SP:Iteration 36Q (30673.540000 sec): 3 clusters
  Score: Raw -700260.210849 + Penalty 2940.541969 = -697319.668881
  nChanged 14
		SP:Iteration 37Q (30673.680000 sec): 3 clusters
  Score: Raw -700265.261078 + Penalty 2940.541969 = -697324.719109
  nChanged 11
		SP:Iteration 38Q (30673.800000 sec): 3 clusters
  Score: Raw -700270.041381 + Penalty 2940.541969 = -697329.499412
  nChanged 5
		SP:Iteration 39Q (30673.940000 sec): 3 clusters
  Score: Raw -700272.838626 + Penalty 2940.541969 = -697332.296657
  nChanged 10
		SP:Iteration 40F (30674.070000 sec): 3 clusters
  Score: Raw -700276.908492 + Penalty 2940.541969 = -697336.366524
  nChanged 8
		SP:Iteration 41Q (30674.200000 sec): 3 clusters
  Score: Raw -700279.175996 + Penalty 2940.541969 = -697338.634027
  nChanged 5
		SP:Iteration 42Q (30674.330000 sec): 3 clusters
  Score: Raw -700281.428553 + Penalty 2940.541969 = -697340.886584
  nChanged 6
		SP:Iteration 43Q (30674.440000 sec): 3 clusters
  Score: Raw -700283.635455 + Penalty 2940.541969 = -697343.093486
  nChanged 5
		SP:Iteration 44Q (30674.560000 sec): 3 clusters
  Score: Raw -700284.951277 + Penalty 2940.541969 = -697344.409308
  nChanged 4
		SP:Iteration 45Q (30674.700000 sec): 3 clusters
  Score: Raw -700287.599995 + Penalty 2940.541969 = -697347.058026
  nChanged 4
		SP:Iteration 46Q (30674.830000 sec): 3 clusters
  Score: Raw -700288.820026 + Penalty 2940.541969 = -697348.278057
  nChanged 0
		SP:Iteration 47F (30674.960000 sec): 3 clusters
  Score: Raw -700288.820026 + Penalty 2940.541969 = -697348.278057
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 60 (6203 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (30675.060000 sec): 2 clusters
  Score: Raw -554557.708519 + Penalty 1419.078103 = -553138.630416
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (30675.180000 sec): 3 clusters
  Score: Raw -551261.145958 + Penalty 2838.156206 = -548422.989753
  nChanged 2522
		SP:Iteration 1F (30675.290000 sec): 3 clusters
  Score: Raw -552669.481965 + Penalty 2838.156206 = -549831.325760
  nChanged 451
		SP:Iteration 2F (30675.390000 sec): 3 clusters
  Score: Raw -552899.887659 + Penalty 2838.156206 = -550061.731454
  nChanged 327
		SP:Iteration 3F (30675.500000 sec): 3 clusters
  Score: Raw -553093.337195 + Penalty 2838.156206 = -550255.180989
  nChanged 294
		SP:Iteration 4Q (30675.600000 sec): 3 clusters
  Score: Raw -553293.523978 + Penalty 2838.156206 = -550455.367772
  nChanged 304
		SP:Iteration 5Q (30675.720000 sec): 3 clusters
  Score: Raw -553515.094005 + Penalty 2838.156206 = -550676.937799
  nChanged 292
		SP:Iteration 6Q (30675.830000 sec): 3 clusters
  Score: Raw -553710.211069 + Penalty 2838.156206 = -550872.054863
  nChanged 269
		SP:Iteration 7Q (30675.940000 sec): 3 clusters
  Score: Raw -553876.022642 + Penalty 2838.156206 = -551037.866436
  nChanged 248
		SP:Iteration 8Q (30676.040000 sec): 3 clusters
  Score: Raw -554014.377005 + Penalty 2838.156206 = -551176.220799
  nChanged 199
		SP:Iteration 9Q (30676.150000 sec): 3 clusters
  Score: Raw -554115.049205 + Penalty 2838.156206 = -551276.893000
  nChanged 165
		SP:Iteration 10Q (30676.260000 sec): 3 clusters
  Score: Raw -554189.467943 + Penalty 2838.156206 = -551351.311737
  nChanged 120
		SP:Iteration 11Q (30676.370000 sec): 3 clusters
  Score: Raw -554240.037296 + Penalty 2838.156206 = -551401.881090
  nChanged 108
		SP:Iteration 12Q (30676.480000 sec): 3 clusters
  Score: Raw -554280.582059 + Penalty 2838.156206 = -551442.425853
  nChanged 94
		SP:Iteration 13Q (30676.580000 sec): 3 clusters
  Score: Raw -554311.155937 + Penalty 2838.156206 = -551472.999732
  nChanged 75
		SP:Iteration 14Q (30676.680000 sec): 3 clusters
  Score: Raw -554332.859494 + Penalty 2838.156206 = -551494.703289
  nChanged 52
		SP:Iteration 15Q (30676.790000 sec): 3 clusters
  Score: Raw -554345.887448 + Penalty 2838.156206 = -551507.731243
  nChanged 37
		SP:Iteration 16Q (30676.900000 sec): 3 clusters
  Score: Raw -554354.628552 + Penalty 2838.156206 = -551516.472346
  nChanged 40
		SP:Iteration 17Q (30677.010000 sec): 3 clusters
  Score: Raw -554364.525011 + Penalty 2838.156206 = -551526.368806
  nChanged 34
		SP:Iteration 18Q (30677.120000 sec): 3 clusters
  Score: Raw -554372.625699 + Penalty 2838.156206 = -551534.469494
  nChanged 22
		SP:Iteration 19Q (30677.220000 sec): 3 clusters
  Score: Raw -554377.700527 + Penalty 2838.156206 = -551539.544322
  nChanged 22
		SP:Iteration 20F (30677.330000 sec): 3 clusters
  Score: Raw -554382.573129 + Penalty 2838.156206 = -551544.416923
  nChanged 24
		SP:Iteration 21Q (30677.440000 sec): 3 clusters
  Score: Raw -554386.782472 + Penalty 2838.156206 = -551548.626266
  nChanged 24
		SP:Iteration 22Q (30677.540000 sec): 3 clusters
  Score: Raw -554392.706117 + Penalty 2838.156206 = -551554.549911
  nChanged 31
		SP:Iteration 23Q (30677.650000 sec): 3 clusters
  Score: Raw -554401.573190 + Penalty 2838.156206 = -551563.416985
  nChanged 36
		SP:Iteration 24Q (30677.760000 sec): 3 clusters
  Score: Raw -554412.656743 + Penalty 2838.156206 = -551574.500538
  nChanged 44
		SP:Iteration 25Q (30677.870000 sec): 3 clusters
  Score: Raw -554425.369798 + Penalty 2838.156206 = -551587.213592
  nChanged 43
		SP:Iteration 26Q (30677.980000 sec): 3 clusters
  Score: Raw -554439.620567 + Penalty 2838.156206 = -551601.464361
  nChanged 49
		SP:Iteration 27Q (30678.080000 sec): 3 clusters
  Score: Raw -554454.203439 + Penalty 2838.156206 = -551616.047234
  nChanged 48
		SP:Iteration 28Q (30678.190000 sec): 3 clusters
  Score: Raw -554470.203472 + Penalty 2838.156206 = -551632.047267
  nChanged 58
		SP:Iteration 29Q (30678.300000 sec): 3 clusters
  Score: Raw -554490.981937 + Penalty 2838.156206 = -551652.825732
  nChanged 59
		SP:Iteration 30Q (30678.410000 sec): 3 clusters
  Score: Raw -554510.723909 + Penalty 2838.156206 = -551672.567704
  nChanged 52
		SP:Iteration 31Q (30678.520000 sec): 3 clusters
  Score: Raw -554527.902024 + Penalty 2838.156206 = -551689.745818
  nChanged 54
		SP:Iteration 32Q (30678.620000 sec): 3 clusters
  Score: Raw -554548.177394 + Penalty 2838.156206 = -551710.021188
  nChanged 58
		SP:Iteration 33Q (30678.720000 sec): 3 clusters
  Score: Raw -554572.414182 + Penalty 2838.156206 = -551734.257976
  nChanged 57
		SP:Iteration 34Q (30678.830000 sec): 3 clusters
  Score: Raw -554597.593908 + Penalty 2838.156206 = -551759.437702
  nChanged 61
		SP:Iteration 35Q (30678.940000 sec): 3 clusters
  Score: Raw -554617.327639 + Penalty 2838.156206 = -551779.171433
  nChanged 54
		SP:Iteration 36Q (30679.040000 sec): 3 clusters
  Score: Raw -554636.154071 + Penalty 2838.156206 = -551797.997866
  nChanged 46
		SP:Iteration 37Q (30679.150000 sec): 3 clusters
  Score: Raw -554649.822951 + Penalty 2838.156206 = -551811.666745
  nChanged 37
		SP:Iteration 38Q (30679.250000 sec): 3 clusters
  Score: Raw -554661.002385 + Penalty 2838.156206 = -551822.846180
  nChanged 43
		SP:Iteration 39Q (30679.360000 sec): 3 clusters
  Score: Raw -554675.613614 + Penalty 2838.156206 = -551837.457409
  nChanged 40
		SP:Iteration 40F (30679.460000 sec): 3 clusters
  Score: Raw -554688.396171 + Penalty 2838.156206 = -551850.239965
  nChanged 41
		SP:Iteration 41Q (30679.560000 sec): 3 clusters
  Score: Raw -554703.287675 + Penalty 2838.156206 = -551865.131469
  nChanged 54
		SP:Iteration 42Q (30679.670000 sec): 3 clusters
  Score: Raw -554722.328205 + Penalty 2838.156206 = -551884.171999
  nChanged 52
		SP:Iteration 43Q (30679.780000 sec): 3 clusters
  Score: Raw -554739.107010 + Penalty 2838.156206 = -551900.950804
  nChanged 48
		SP:Iteration 44Q (30679.880000 sec): 3 clusters
  Score: Raw -554754.157055 + Penalty 2838.156206 = -551916.000849
  nChanged 46
		SP:Iteration 45Q (30679.980000 sec): 3 clusters
  Score: Raw -554773.366985 + Penalty 2838.156206 = -551935.210779
  nChanged 47
		SP:Iteration 46Q (30680.090000 sec): 3 clusters
  Score: Raw -554789.754323 + Penalty 2838.156206 = -551951.598118
  nChanged 32
		SP:Iteration 47Q (30680.190000 sec): 3 clusters
  Score: Raw -554799.263953 + Penalty 2838.156206 = -551961.107747
  nChanged 28
		SP:Iteration 48Q (30680.300000 sec): 3 clusters
  Score: Raw -554807.450713 + Penalty 2838.156206 = -551969.294508
  nChanged 21
		SP:Iteration 49Q (30680.410000 sec): 3 clusters
  Score: Raw -554812.752399 + Penalty 2838.156206 = -551974.596193
  nChanged 14
		SP:Iteration 50Q (30680.510000 sec): 3 clusters
  Score: Raw -554815.869994 + Penalty 2838.156206 = -551977.713788
  nChanged 15
		SP:Iteration 51Q (30680.610000 sec): 3 clusters
  Score: Raw -554819.235443 + Penalty 2838.156206 = -551981.079237
  nChanged 14
		SP:Iteration 52Q (30680.720000 sec): 3 clusters
  Score: Raw -554822.845296 + Penalty 2838.156206 = -551984.689090
  nChanged 12
		SP:Iteration 53Q (30680.820000 sec): 3 clusters
  Score: Raw -554824.968588 + Penalty 2838.156206 = -551986.812382
  nChanged 9
		SP:Iteration 54Q (30680.930000 sec): 3 clusters
  Score: Raw -554828.118945 + Penalty 2838.156206 = -551989.962740
  nChanged 8
		SP:Iteration 55Q (30681.030000 sec): 3 clusters
  Score: Raw -554830.033294 + Penalty 2838.156206 = -551991.877089
  nChanged 6
		SP:Iteration 56Q (30681.130000 sec): 3 clusters
  Score: Raw -554831.738031 + Penalty 2838.156206 = -551993.581825
  nChanged 7
		SP:Iteration 57Q (30681.240000 sec): 3 clusters
  Score: Raw -554833.922068 + Penalty 2838.156206 = -551995.765862
  nChanged 8
		SP:Iteration 58Q (30681.340000 sec): 3 clusters
  Score: Raw -554835.539052 + Penalty 2838.156206 = -551997.382846
  nChanged 10
		SP:Iteration 59Q (30681.450000 sec): 3 clusters
  Score: Raw -554837.554114 + Penalty 2838.156206 = -551999.397908
  nChanged 5
		SP:Iteration 60F (30681.550000 sec): 3 clusters
  Score: Raw -554838.522224 + Penalty 2838.156206 = -552000.366019
  nChanged 6
		SP:Iteration 61Q (30681.650000 sec): 3 clusters
  Score: Raw -554840.448160 + Penalty 2838.156206 = -552002.291954
  nChanged 8
		SP:Iteration 62Q (30681.760000 sec): 3 clusters
  Score: Raw -554841.683200 + Penalty 2838.156206 = -552003.526994
  nChanged 4
		SP:Iteration 63Q (30681.860000 sec): 3 clusters
  Score: Raw -554842.285744 + Penalty 2838.156206 = -552004.129538
  nChanged 4
		SP:Iteration 64Q (30681.970000 sec): 3 clusters
  Score: Raw -554842.882157 + Penalty 2838.156206 = -552004.725952
  nChanged 5
		SP:Iteration 65Q (30682.070000 sec): 3 clusters
  Score: Raw -554845.014372 + Penalty 2838.156206 = -552006.858167
  nChanged 10
		SP:Iteration 66Q (30682.170000 sec): 3 clusters
  Score: Raw -554846.829859 + Penalty 2838.156206 = -552008.673653
  nChanged 8
		SP:Iteration 67Q (30682.280000 sec): 3 clusters
  Score: Raw -554848.444574 + Penalty 2838.156206 = -552010.288368
  nChanged 16
		SP:Iteration 68Q (30682.390000 sec): 3 clusters
  Score: Raw -554851.970770 + Penalty 2838.156206 = -552013.814564
  nChanged 11
		SP:Iteration 69Q (30682.490000 sec): 3 clusters
  Score: Raw -554853.998973 + Penalty 2838.156206 = -552015.842768
  nChanged 8
		SP:Iteration 70Q (30682.600000 sec): 3 clusters
  Score: Raw -554855.212436 + Penalty 2838.156206 = -552017.056230
  nChanged 5
		SP:Iteration 71Q (30682.700000 sec): 3 clusters
  Score: Raw -554856.124028 + Penalty 2838.156206 = -552017.967822
  nChanged 4
		SP:Iteration 72Q (30682.810000 sec): 3 clusters
  Score: Raw -554856.835976 + Penalty 2838.156206 = -552018.679770
  nChanged 2
		SP:Iteration 73Q (30682.920000 sec): 3 clusters
  Score: Raw -554857.110285 + Penalty 2838.156206 = -552018.954079
  nChanged 0
		SP:Iteration 74F (30683.030000 sec): 3 clusters
  Score: Raw -554857.110285 + Penalty 2838.156206 = -552018.954079
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 61 (3285 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (30683.090000 sec): 2 clusters
  Score: Raw -270733.447547 + Penalty 1315.782314 = -269417.665233
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (30683.160000 sec): 3 clusters
  Score: Raw -269210.626542 + Penalty 2631.564628 = -266579.061915
  nChanged 1253
		SP:Iteration 1F (30683.230000 sec): 3 clusters
  Score: Raw -270068.941400 + Penalty 2631.564628 = -267437.376773
  nChanged 313
		SP:Iteration 2F (30683.290000 sec): 3 clusters
  Score: Raw -270352.281408 + Penalty 2631.564628 = -267720.716781
  nChanged 235
		SP:Iteration 3F (30683.350000 sec): 3 clusters
  Score: Raw -270541.490170 + Penalty 2631.564628 = -267909.925543
  nChanged 155
		SP:Iteration 4Q (30683.420000 sec): 3 clusters
  Score: Raw -270659.574111 + Penalty 2631.564628 = -268028.009483
  nChanged 123
		SP:Iteration 5Q (30683.480000 sec): 3 clusters
  Score: Raw -270750.840035 + Penalty 2631.564628 = -268119.275407
  nChanged 100
		SP:Iteration 6Q (30683.550000 sec): 3 clusters
  Score: Raw -270816.689646 + Penalty 2631.564628 = -268185.125018
  nChanged 97
		SP:Iteration 7Q (30683.610000 sec): 3 clusters
  Score: Raw -270870.406925 + Penalty 2631.564628 = -268238.842297
  nChanged 81
		SP:Iteration 8Q (30683.670000 sec): 3 clusters
  Score: Raw -270913.305079 + Penalty 2631.564628 = -268281.740451
  nChanged 53
		SP:Iteration 9Q (30683.740000 sec): 3 clusters
  Score: Raw -270942.125479 + Penalty 2631.564628 = -268310.560852
  nChanged 60
		SP:Iteration 10Q (30683.800000 sec): 3 clusters
  Score: Raw -270969.923021 + Penalty 2631.564628 = -268338.358393
  nChanged 43
		SP:Iteration 11Q (30683.870000 sec): 3 clusters
  Score: Raw -270994.009583 + Penalty 2631.564628 = -268362.444956
  nChanged 39
		SP:Iteration 12Q (30683.930000 sec): 3 clusters
  Score: Raw -271014.795647 + Penalty 2631.564628 = -268383.231019
  nChanged 36
		SP:Iteration 13Q (30683.990000 sec): 3 clusters
  Score: Raw -271026.666723 + Penalty 2631.564628 = -268395.102095
  nChanged 17
		SP:Iteration 14Q (30684.060000 sec): 3 clusters
  Score: Raw -271036.994546 + Penalty 2631.564628 = -268405.429918
  nChanged 25
		SP:Iteration 15Q (30684.120000 sec): 3 clusters
  Score: Raw -271048.640326 + Penalty 2631.564628 = -268417.075698
  nChanged 25
		SP:Iteration 16Q (30684.190000 sec): 3 clusters
  Score: Raw -271061.376139 + Penalty 2631.564628 = -268429.811511
  nChanged 23
		SP:Iteration 17Q (30684.250000 sec): 3 clusters
  Score: Raw -271073.293170 + Penalty 2631.564628 = -268441.728542
  nChanged 23
		SP:Iteration 18Q (30684.310000 sec): 3 clusters
  Score: Raw -271082.123479 + Penalty 2631.564628 = -268450.558851
  nChanged 17
		SP:Iteration 19Q (30684.380000 sec): 3 clusters
  Score: Raw -271086.834810 + Penalty 2631.564628 = -268455.270183
  nChanged 9
		SP:Iteration 20F (30684.440000 sec): 3 clusters
  Score: Raw -271089.163922 + Penalty 2631.564628 = -268457.599294
  nChanged 9
		SP:Iteration 21Q (30684.500000 sec): 3 clusters
  Score: Raw -271091.452404 + Penalty 2631.564628 = -268459.887777
  nChanged 10
		SP:Iteration 22Q (30684.570000 sec): 3 clusters
  Score: Raw -271095.608746 + Penalty 2631.564628 = -268464.044118
  nChanged 15
		SP:Iteration 23Q (30684.630000 sec): 3 clusters
  Score: Raw -271103.154623 + Penalty 2631.564628 = -268471.589996
  nChanged 12
		SP:Iteration 24Q (30684.690000 sec): 3 clusters
  Score: Raw -271105.984717 + Penalty 2631.564628 = -268474.420089
  nChanged 5
		SP:Iteration 25Q (30684.760000 sec): 3 clusters
  Score: Raw -271107.182975 + Penalty 2631.564628 = -268475.618348
  nChanged 4
		SP:Iteration 26Q (30684.820000 sec): 3 clusters
  Score: Raw -271107.988857 + Penalty 2631.564628 = -268476.424230
  nChanged 2
		SP:Iteration 27Q (30684.890000 sec): 3 clusters
  Score: Raw -271108.341602 + Penalty 2631.564628 = -268476.776975
  nChanged 2
		SP:Iteration 28Q (30684.950000 sec): 3 clusters
  Score: Raw -271108.696262 + Penalty 2631.564628 = -268477.131635
  nChanged 0
		SP:Iteration 29F (30685.010000 sec): 3 clusters
  Score: Raw -271108.696262 + Penalty 2631.564628 = -268477.131635
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 62 (348 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (30685.060000 sec): 2 clusters
  Score: Raw -26052.575931 + Penalty 950.982903 = -25101.593028
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (30685.070000 sec): 3 clusters
  Score: Raw -26114.629562 + Penalty 1901.965806 = -24212.663756
  nChanged 71
		SP:Iteration 1F (30685.070000 sec): 3 clusters
  Score: Raw -26288.089109 + Penalty 1901.965806 = -24386.123303
  nChanged 31
		SP:Iteration 2F (30685.080000 sec): 3 clusters
  Score: Raw -26357.359368 + Penalty 1901.965806 = -24455.393562
  nChanged 8
		SP:Iteration 3Q (30685.090000 sec): 3 clusters
  Score: Raw -26371.595924 + Penalty 1901.965806 = -24469.630118
  nChanged 0
		SP:Iteration 4F (30685.100000 sec): 3 clusters
  Score: Raw -26371.595924 + Penalty 1901.965806 = -24469.630118
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 63 (7707 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (30685.220000 sec): 2 clusters
  Score: Raw -745088.146852 + Penalty 1454.356196 = -743633.790656
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (30685.370000 sec): 3 clusters
  Score: Raw -740747.353795 + Penalty 2908.712393 = -737838.641402
  nChanged 3329
		SP:Iteration 1F (30685.490000 sec): 3 clusters
  Score: Raw -742603.695729 + Penalty 2908.712393 = -739694.983336
  nChanged 461
		SP:Iteration 2F (30685.620000 sec): 3 clusters
  Score: Raw -742851.312042 + Penalty 2908.712393 = -739942.599649
  nChanged 427
		SP:Iteration 3F (30685.750000 sec): 3 clusters
  Score: Raw -743108.954318 + Penalty 2908.712393 = -740200.241925
  nChanged 406
		SP:Iteration 4F (30685.870000 sec): 3 clusters
  Score: Raw -743358.375323 + Penalty 2908.712393 = -740449.662930
  nChanged 372
		SP:Iteration 5Q (30686.000000 sec): 3 clusters
  Score: Raw -743605.486990 + Penalty 2908.712393 = -740696.774597
  nChanged 387
		SP:Iteration 6F (30686.140000 sec): 3 clusters
  Score: Raw -743843.350938 + Penalty 2908.712393 = -740934.638545
  nChanged 377
		SP:Iteration 7Q (30686.260000 sec): 3 clusters
  Score: Raw -744041.302811 + Penalty 2908.712393 = -741132.590419
  nChanged 316
		SP:Iteration 8Q (30686.380000 sec): 3 clusters
  Score: Raw -744211.399000 + Penalty 2908.712393 = -741302.686607
  nChanged 284
		SP:Iteration 9Q (30686.500000 sec): 3 clusters
  Score: Raw -744365.874377 + Penalty 2908.712393 = -741457.161984
  nChanged 250
		SP:Iteration 10Q (30686.620000 sec): 3 clusters
  Score: Raw -744508.432689 + Penalty 2908.712393 = -741599.720296
  nChanged 221
		SP:Iteration 11Q (30686.750000 sec): 3 clusters
  Score: Raw -744624.743219 + Penalty 2908.712393 = -741716.030826
  nChanged 196
		SP:Iteration 12Q (30686.870000 sec): 3 clusters
  Score: Raw -744750.386936 + Penalty 2908.712393 = -741841.674543
  nChanged 182
		SP:Iteration 13Q (30686.990000 sec): 3 clusters
  Score: Raw -744874.180849 + Penalty 2908.712393 = -741965.468457
  nChanged 180
		SP:Iteration 14Q (30687.110000 sec): 3 clusters
  Score: Raw -745012.387322 + Penalty 2908.712393 = -742103.674930
  nChanged 163
		SP:Iteration 15Q (30687.230000 sec): 3 clusters
  Score: Raw -745138.642577 + Penalty 2908.712393 = -742229.930185
  nChanged 146
		SP:Iteration 16Q (30687.350000 sec): 3 clusters
  Score: Raw -745246.706962 + Penalty 2908.712393 = -742337.994569
  nChanged 116
		SP:Iteration 17Q (30687.460000 sec): 3 clusters
  Score: Raw -745329.618036 + Penalty 2908.712393 = -742420.905644
  nChanged 91
		SP:Iteration 18Q (30687.580000 sec): 3 clusters
  Score: Raw -745386.344719 + Penalty 2908.712393 = -742477.632326
  nChanged 92
		SP:Iteration 19Q (30687.700000 sec): 3 clusters
  Score: Raw -745443.334186 + Penalty 2908.712393 = -742534.621794
  nChanged 72
		SP:Iteration 20F (30687.810000 sec): 3 clusters
  Score: Raw -745495.904584 + Penalty 2908.712393 = -742587.192191
  nChanged 61
		SP:Iteration 21Q (30687.930000 sec): 3 clusters
  Score: Raw -745535.180496 + Penalty 2908.712393 = -742626.468103
  nChanged 48
		SP:Iteration 22Q (30688.050000 sec): 3 clusters
  Score: Raw -745563.859811 + Penalty 2908.712393 = -742655.147418
  nChanged 41
		SP:Iteration 23Q (30688.160000 sec): 3 clusters
  Score: Raw -745583.905327 + Penalty 2908.712393 = -742675.192934
  nChanged 37
		SP:Iteration 24Q (30688.280000 sec): 3 clusters
  Score: Raw -745601.779759 + Penalty 2908.712393 = -742693.067366
  nChanged 29
		SP:Iteration 25Q (30688.400000 sec): 3 clusters
  Score: Raw -745612.458651 + Penalty 2908.712393 = -742703.746258
  nChanged 21
		SP:Iteration 26Q (30688.530000 sec): 3 clusters
  Score: Raw -745621.029096 + Penalty 2908.712393 = -742712.316703
  nChanged 20
		SP:Iteration 27Q (30688.650000 sec): 3 clusters
  Score: Raw -745628.416328 + Penalty 2908.712393 = -742719.703935
  nChanged 11
		SP:Iteration 28Q (30688.780000 sec): 3 clusters
  Score: Raw -745631.416246 + Penalty 2908.712393 = -742722.703853
  nChanged 7
		SP:Iteration 29Q (30688.910000 sec): 3 clusters
  Score: Raw -745633.834556 + Penalty 2908.712393 = -742725.122163
  nChanged 10
		SP:Iteration 30Q (30689.040000 sec): 3 clusters
  Score: Raw -745637.974878 + Penalty 2908.712393 = -742729.262485
  nChanged 11
		SP:Iteration 31Q (30689.160000 sec): 3 clusters
  Score: Raw -745644.365256 + Penalty 2908.712393 = -742735.652863
  nChanged 16
		SP:Iteration 32Q (30689.290000 sec): 3 clusters
  Score: Raw -745652.194158 + Penalty 2908.712393 = -742743.481765
  nChanged 15
		SP:Iteration 33Q (30689.420000 sec): 3 clusters
  Score: Raw -745658.759200 + Penalty 2908.712393 = -742750.046807
  nChanged 14
		SP:Iteration 34Q (30689.550000 sec): 3 clusters
  Score: Raw -745664.763131 + Penalty 2908.712393 = -742756.050738
  nChanged 9
		SP:Iteration 35Q (30689.670000 sec): 3 clusters
  Score: Raw -745666.470273 + Penalty 2908.712393 = -742757.757881
  nChanged 3
		SP:Iteration 36Q (30689.800000 sec): 3 clusters
  Score: Raw -745667.223682 + Penalty 2908.712393 = -742758.511289
  nChanged 2
		SP:Iteration 37Q (30689.930000 sec): 3 clusters
  Score: Raw -745667.598762 + Penalty 2908.712393 = -742758.886369
  nChanged 2
		SP:Iteration 38Q (30690.060000 sec): 3 clusters
  Score: Raw -745668.217789 + Penalty 2908.712393 = -742759.505396
  nChanged 7
		SP:Iteration 39Q (30690.180000 sec): 3 clusters
  Score: Raw -745671.057561 + Penalty 2908.712393 = -742762.345168
  nChanged 5
		SP:Iteration 40F (30690.310000 sec): 3 clusters
  Score: Raw -745672.626803 + Penalty 2908.712393 = -742763.914410
  nChanged 5
		SP:Iteration 41Q (30690.440000 sec): 3 clusters
  Score: Raw -745673.615160 + Penalty 2908.712393 = -742764.902768
  nChanged 2
		SP:Iteration 42Q (30690.570000 sec): 3 clusters
  Score: Raw -745674.169808 + Penalty 2908.712393 = -742765.457415
  nChanged 1
		SP:Iteration 43Q (30690.700000 sec): 3 clusters
  Score: Raw -745674.420482 + Penalty 2908.712393 = -742765.708089
  nChanged 1
		SP:Iteration 44Q (30690.820000 sec): 3 clusters
  Score: Raw -745674.553231 + Penalty 2908.712393 = -742765.840838
  nChanged 0
		SP:Iteration 45F (30690.940000 sec): 3 clusters
  Score: Raw -745674.553231 + Penalty 2908.712393 = -742765.840838
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 64 (2898 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (30691.020000 sec): 2 clusters
  Score: Raw -231053.060120 + Penalty 1295.413620 = -229757.646500
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (30691.080000 sec): 3 clusters
  Score: Raw -229657.439029 + Penalty 2590.827240 = -227066.611789
  nChanged 1136
		SP:Iteration 1F (30691.140000 sec): 3 clusters
  Score: Raw -230344.972954 + Penalty 2590.827240 = -227754.145714
  nChanged 236
		SP:Iteration 2F (30691.190000 sec): 3 clusters
  Score: Raw -230526.685862 + Penalty 2590.827240 = -227935.858623
  nChanged 173
		SP:Iteration 3F (30691.250000 sec): 3 clusters
  Score: Raw -230645.852117 + Penalty 2590.827240 = -228055.024877
  nChanged 118
		SP:Iteration 4Q (30691.300000 sec): 3 clusters
  Score: Raw -230729.488338 + Penalty 2590.827240 = -228138.661098
  nChanged 104
		SP:Iteration 5Q (30691.360000 sec): 3 clusters
  Score: Raw -230804.873377 + Penalty 2590.827240 = -228214.046137
  nChanged 86
		SP:Iteration 6Q (30691.420000 sec): 3 clusters
  Score: Raw -230865.525613 + Penalty 2590.827240 = -228274.698373
  nChanged 94
		SP:Iteration 7Q (30691.470000 sec): 3 clusters
  Score: Raw -230933.708782 + Penalty 2590.827240 = -228342.881542
  nChanged 81
		SP:Iteration 8Q (30691.530000 sec): 3 clusters
  Score: Raw -230991.710560 + Penalty 2590.827240 = -228400.883320
  nChanged 69
		SP:Iteration 9Q (30691.590000 sec): 3 clusters
  Score: Raw -231030.897483 + Penalty 2590.827240 = -228440.070243
  nChanged 55
		SP:Iteration 10Q (30691.640000 sec): 3 clusters
  Score: Raw -231060.296588 + Penalty 2590.827240 = -228469.469348
  nChanged 47
		SP:Iteration 11Q (30691.700000 sec): 3 clusters
  Score: Raw -231085.623948 + Penalty 2590.827240 = -228494.796708
  nChanged 46
		SP:Iteration 12Q (30691.760000 sec): 3 clusters
  Score: Raw -231112.552707 + Penalty 2590.827240 = -228521.725467
  nChanged 51
		SP:Iteration 13Q (30691.810000 sec): 3 clusters
  Score: Raw -231132.858958 + Penalty 2590.827240 = -228542.031718
  nChanged 41
		SP:Iteration 14Q (30691.870000 sec): 3 clusters
  Score: Raw -231150.999756 + Penalty 2590.827240 = -228560.172516
  nChanged 30
		SP:Iteration 15Q (30691.920000 sec): 3 clusters
  Score: Raw -231169.728774 + Penalty 2590.827240 = -228578.901534
  nChanged 32
		SP:Iteration 16Q (30691.980000 sec): 3 clusters
  Score: Raw -231187.863353 + Penalty 2590.827240 = -228597.036113
  nChanged 29
		SP:Iteration 17Q (30692.040000 sec): 3 clusters
  Score: Raw -231204.281608 + Penalty 2590.827240 = -228613.454368
  nChanged 26
		SP:Iteration 18Q (30692.100000 sec): 3 clusters
  Score: Raw -231215.196237 + Penalty 2590.827240 = -228624.368997
  nChanged 9
		SP:Iteration 19Q (30692.150000 sec): 3 clusters
  Score: Raw -231218.363830 + Penalty 2590.827240 = -228627.536590
  nChanged 12
		SP:Iteration 20F (30692.210000 sec): 3 clusters
  Score: Raw -231224.687358 + Penalty 2590.827240 = -228633.860118
  nChanged 10
		SP:Iteration 21Q (30692.260000 sec): 3 clusters
  Score: Raw -231227.816068 + Penalty 2590.827240 = -228636.988828
  nChanged 9
		SP:Iteration 22Q (30692.320000 sec): 3 clusters
  Score: Raw -231231.255286 + Penalty 2590.827240 = -228640.428047
  nChanged 11
		SP:Iteration 23Q (30692.380000 sec): 3 clusters
  Score: Raw -231234.833439 + Penalty 2590.827240 = -228644.006199
  nChanged 7
		SP:Iteration 24Q (30692.430000 sec): 3 clusters
  Score: Raw -231237.330223 + Penalty 2590.827240 = -228646.502983
  nChanged 12
		SP:Iteration 25Q (30692.490000 sec): 3 clusters
  Score: Raw -231240.289144 + Penalty 2590.827240 = -228649.461904
  nChanged 8
		SP:Iteration 26Q (30692.540000 sec): 3 clusters
  Score: Raw -231242.469958 + Penalty 2590.827240 = -228651.642718
  nChanged 2
		SP:Iteration 27Q (30692.600000 sec): 3 clusters
  Score: Raw -231243.332417 + Penalty 2590.827240 = -228652.505177
  nChanged 5
		SP:Iteration 28Q (30692.660000 sec): 3 clusters
  Score: Raw -231246.227372 + Penalty 2590.827240 = -228655.400132
  nChanged 5
		SP:Iteration 29Q (30692.710000 sec): 3 clusters
  Score: Raw -231247.509798 + Penalty 2590.827240 = -228656.682558
  nChanged 2
		SP:Iteration 30Q (30692.770000 sec): 3 clusters
  Score: Raw -231248.160056 + Penalty 2590.827240 = -228657.332816
  nChanged 2
		SP:Iteration 31Q (30692.830000 sec): 3 clusters
  Score: Raw -231248.727143 + Penalty 2590.827240 = -228657.899903
  nChanged 2
		SP:Iteration 32Q (30692.880000 sec): 3 clusters
  Score: Raw -231250.058411 + Penalty 2590.827240 = -228659.231171
  nChanged 2
		SP:Iteration 33Q (30692.940000 sec): 3 clusters
  Score: Raw -231250.386053 + Penalty 2590.827240 = -228659.558813
  nChanged 4
		SP:Iteration 34Q (30693.000000 sec): 3 clusters
  Score: Raw -231251.576045 + Penalty 2590.827240 = -228660.748805
  nChanged 2
		SP:Iteration 35Q (30693.050000 sec): 3 clusters
  Score: Raw -231252.274915 + Penalty 2590.827240 = -228661.447675
  nChanged 2
		SP:Iteration 36Q (30693.110000 sec): 3 clusters
  Score: Raw -231252.780200 + Penalty 2590.827240 = -228661.952960
  nChanged 1
		SP:Iteration 37Q (30693.160000 sec): 3 clusters
  Score: Raw -231253.166711 + Penalty 2590.827240 = -228662.339472
  nChanged 3
		SP:Iteration 38Q (30693.220000 sec): 3 clusters
  Score: Raw -231254.114741 + Penalty 2590.827240 = -228663.287501
  nChanged 3
		SP:Iteration 39Q (30693.280000 sec): 3 clusters
  Score: Raw -231255.162513 + Penalty 2590.827240 = -228664.335273
  nChanged 2
		SP:Iteration 40F (30693.330000 sec): 3 clusters
  Score: Raw -231255.578680 + Penalty 2590.827240 = -228664.751440
  nChanged 2
		SP:Iteration 41Q (30693.390000 sec): 3 clusters
  Score: Raw -231256.129705 + Penalty 2590.827240 = -228665.302465
  nChanged 2
		SP:Iteration 42Q (30693.440000 sec): 3 clusters
  Score: Raw -231257.148646 + Penalty 2590.827240 = -228666.321406
  nChanged 3
		SP:Iteration 43Q (30693.500000 sec): 3 clusters
  Score: Raw -231257.677151 + Penalty 2590.827240 = -228666.849911
  nChanged 1
		SP:Iteration 44Q (30693.560000 sec): 3 clusters
  Score: Raw -231257.896568 + Penalty 2590.827240 = -228667.069328
  nChanged 0
		SP:Iteration 45F (30693.610000 sec): 3 clusters
  Score: Raw -231257.896568 + Penalty 2590.827240 = -228667.069328
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 65 (3559 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (30693.680000 sec): 2 clusters
  Score: Raw -299578.691096 + Penalty 1328.800669 = -298249.890427
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (30693.760000 sec): 3 clusters
  Score: Raw -297830.331070 + Penalty 2657.601338 = -295172.729732
  nChanged 1398
		SP:Iteration 1F (30693.820000 sec): 3 clusters
  Score: Raw -298752.707421 + Penalty 2657.601338 = -296095.106084
  nChanged 306
		SP:Iteration 2F (30693.890000 sec): 3 clusters
  Score: Raw -299009.289945 + Penalty 2657.601338 = -296351.688608
  nChanged 253
		SP:Iteration 3F (30693.960000 sec): 3 clusters
  Score: Raw -299206.062027 + Penalty 2657.601338 = -296548.460689
  nChanged 210
		SP:Iteration 4F (30694.020000 sec): 3 clusters
  Score: Raw -299376.373961 + Penalty 2657.601338 = -296718.772623
  nChanged 171
		SP:Iteration 5Q (30694.100000 sec): 3 clusters
  Score: Raw -299493.454573 + Penalty 2657.601338 = -296835.853235
  nChanged 147
		SP:Iteration 6Q (30694.170000 sec): 3 clusters
  Score: Raw -299593.880207 + Penalty 2657.601338 = -296936.278870
  nChanged 122
		SP:Iteration 7Q (30694.240000 sec): 3 clusters
  Score: Raw -299677.031995 + Penalty 2657.601338 = -297019.430658
  nChanged 106
		SP:Iteration 8Q (30694.310000 sec): 3 clusters
  Score: Raw -299747.877428 + Penalty 2657.601338 = -297090.276090
  nChanged 112
		SP:Iteration 9Q (30694.370000 sec): 3 clusters
  Score: Raw -299837.510368 + Penalty 2657.601338 = -297179.909030
  nChanged 83
		SP:Iteration 10Q (30694.440000 sec): 3 clusters
  Score: Raw -299896.609454 + Penalty 2657.601338 = -297239.008116
  nChanged 67
		SP:Iteration 11Q (30694.510000 sec): 3 clusters
  Score: Raw -299938.445829 + Penalty 2657.601338 = -297280.844492
  nChanged 44
		SP:Iteration 12Q (30694.570000 sec): 3 clusters
  Score: Raw -299968.424061 + Penalty 2657.601338 = -297310.822724
  nChanged 32
		SP:Iteration 13Q (30694.640000 sec): 3 clusters
  Score: Raw -299992.541617 + Penalty 2657.601338 = -297334.940279
  nChanged 29
		SP:Iteration 14Q (30694.710000 sec): 3 clusters
  Score: Raw -300012.793304 + Penalty 2657.601338 = -297355.191966
  nChanged 29
		SP:Iteration 15Q (30694.780000 sec): 3 clusters
  Score: Raw -300035.480343 + Penalty 2657.601338 = -297377.879006
  nChanged 33
		SP:Iteration 16Q (30694.840000 sec): 3 clusters
  Score: Raw -300055.100917 + Penalty 2657.601338 = -297397.499579
  nChanged 20
		SP:Iteration 17Q (30694.910000 sec): 3 clusters
  Score: Raw -300073.233111 + Penalty 2657.601338 = -297415.631773
  nChanged 16
		SP:Iteration 18Q (30694.970000 sec): 3 clusters
  Score: Raw -300086.602801 + Penalty 2657.601338 = -297429.001464
  nChanged 12
		SP:Iteration 19Q (30695.040000 sec): 3 clusters
  Score: Raw -300096.230930 + Penalty 2657.601338 = -297438.629592
  nChanged 8
		SP:Iteration 20F (30695.110000 sec): 3 clusters
  Score: Raw -300100.553924 + Penalty 2657.601338 = -297442.952586
  nChanged 9
		SP:Iteration 21Q (30695.170000 sec): 3 clusters
  Score: Raw -300106.793280 + Penalty 2657.601338 = -297449.191942
  nChanged 3
		SP:Iteration 22Q (30695.240000 sec): 3 clusters
  Score: Raw -300108.045462 + Penalty 2657.601338 = -297450.444125
  nChanged 0
		SP:Iteration 23F (30695.310000 sec): 3 clusters
  Score: Raw -300108.045462 + Penalty 2657.601338 = -297450.444125
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 66 (2144 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (30695.370000 sec): 2 clusters
  Score: Raw -186210.469229 + Penalty 1246.444635 = -184964.024594
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (30695.410000 sec): 3 clusters
  Score: Raw -185306.375306 + Penalty 2492.889270 = -182813.486036
  nChanged 766
		SP:Iteration 1F (30695.450000 sec): 3 clusters
  Score: Raw -185843.774315 + Penalty 2492.889270 = -183350.885045
  nChanged 188
		SP:Iteration 2F (30695.490000 sec): 3 clusters
  Score: Raw -186041.062556 + Penalty 2492.889270 = -183548.173286
  nChanged 137
		SP:Iteration 3F (30695.540000 sec): 3 clusters
  Score: Raw -186162.361198 + Penalty 2492.889270 = -183669.471929
  nChanged 99
		SP:Iteration 4Q (30695.580000 sec): 3 clusters
  Score: Raw -186241.427867 + Penalty 2492.889270 = -183748.538597
  nChanged 70
		SP:Iteration 5Q (30695.620000 sec): 3 clusters
  Score: Raw -186289.282882 + Penalty 2492.889270 = -183796.393612
  nChanged 53
		SP:Iteration 6Q (30695.660000 sec): 3 clusters
  Score: Raw -186315.822711 + Penalty 2492.889270 = -183822.933441
  nChanged 37
		SP:Iteration 7Q (30695.710000 sec): 3 clusters
  Score: Raw -186339.202640 + Penalty 2492.889270 = -183846.313370
  nChanged 27
		SP:Iteration 8Q (30695.750000 sec): 3 clusters
  Score: Raw -186350.404705 + Penalty 2492.889270 = -183857.515435
  nChanged 18
		SP:Iteration 9Q (30695.790000 sec): 3 clusters
  Score: Raw -186356.485888 + Penalty 2492.889270 = -183863.596618
  nChanged 12
		SP:Iteration 10Q (30695.830000 sec): 3 clusters
  Score: Raw -186363.554622 + Penalty 2492.889270 = -183870.665352
  nChanged 14
		SP:Iteration 11Q (30695.870000 sec): 3 clusters
  Score: Raw -186369.446833 + Penalty 2492.889270 = -183876.557564
  nChanged 13
		SP:Iteration 12Q (30695.910000 sec): 3 clusters
  Score: Raw -186374.642522 + Penalty 2492.889270 = -183881.753252
  nChanged 6
		SP:Iteration 13Q (30695.960000 sec): 3 clusters
  Score: Raw -186376.804193 + Penalty 2492.889270 = -183883.914923
  nChanged 1
		SP:Iteration 14Q (30696.000000 sec): 3 clusters
  Score: Raw -186377.591511 + Penalty 2492.889270 = -183884.702241
  nChanged 4
		SP:Iteration 15Q (30696.040000 sec): 3 clusters
  Score: Raw -186378.649337 + Penalty 2492.889270 = -183885.760067
  nChanged 5
		SP:Iteration 16Q (30696.080000 sec): 3 clusters
  Score: Raw -186381.405370 + Penalty 2492.889270 = -183888.516100
  nChanged 10
		SP:Iteration 17Q (30696.120000 sec): 3 clusters
  Score: Raw -186386.061642 + Penalty 2492.889270 = -183893.172372
  nChanged 8
		SP:Iteration 18Q (30696.170000 sec): 3 clusters
  Score: Raw -186387.767458 + Penalty 2492.889270 = -183894.878188
  nChanged 7
		SP:Iteration 19Q (30696.210000 sec): 3 clusters
  Score: Raw -186389.723719 + Penalty 2492.889270 = -183896.834450
  nChanged 8
		SP:Iteration 20F (30696.250000 sec): 3 clusters
  Score: Raw -186393.203673 + Penalty 2492.889270 = -183900.314404
  nChanged 9
		SP:Iteration 21Q (30696.290000 sec): 3 clusters
  Score: Raw -186398.444190 + Penalty 2492.889270 = -183905.554920
  nChanged 10
		SP:Iteration 22Q (30696.330000 sec): 3 clusters
  Score: Raw -186402.602724 + Penalty 2492.889270 = -183909.713454
  nChanged 12
		SP:Iteration 23Q (30696.370000 sec): 3 clusters
  Score: Raw -186406.285995 + Penalty 2492.889270 = -183913.396726
  nChanged 12
		SP:Iteration 24Q (30696.420000 sec): 3 clusters
  Score: Raw -186411.535010 + Penalty 2492.889270 = -183918.645740
  nChanged 12
		SP:Iteration 25Q (30696.460000 sec): 3 clusters
  Score: Raw -186413.995774 + Penalty 2492.889270 = -183921.106504
  nChanged 9
		SP:Iteration 26Q (30696.500000 sec): 3 clusters
  Score: Raw -186416.436162 + Penalty 2492.889270 = -183923.546892
  nChanged 7
		SP:Iteration 27Q (30696.540000 sec): 3 clusters
  Score: Raw -186418.050218 + Penalty 2492.889270 = -183925.160949
  nChanged 6
		SP:Iteration 28Q (30696.580000 sec): 3 clusters
  Score: Raw -186418.952706 + Penalty 2492.889270 = -183926.063436
  nChanged 5
		SP:Iteration 29Q (30696.630000 sec): 3 clusters
  Score: Raw -186420.611283 + Penalty 2492.889270 = -183927.722014
  nChanged 7
		SP:Iteration 30Q (30696.660000 sec): 3 clusters
  Score: Raw -186423.095492 + Penalty 2492.889270 = -183930.206222
  nChanged 3
		SP:Iteration 31Q (30696.710000 sec): 3 clusters
  Score: Raw -186423.592937 + Penalty 2492.889270 = -183930.703667
  nChanged 2
		SP:Iteration 32Q (30696.750000 sec): 3 clusters
  Score: Raw -186424.010105 + Penalty 2492.889270 = -183931.120836
  nChanged 2
		SP:Iteration 33Q (30696.790000 sec): 3 clusters
  Score: Raw -186424.216775 + Penalty 2492.889270 = -183931.327505
  nChanged 2
		SP:Iteration 34Q (30696.830000 sec): 3 clusters
  Score: Raw -186424.358860 + Penalty 2492.889270 = -183931.469590
  nChanged 3
		SP:Iteration 35Q (30696.870000 sec): 3 clusters
  Score: Raw -186424.938956 + Penalty 2492.889270 = -183932.049687
  nChanged 1
		SP:Iteration 36Q (30696.910000 sec): 3 clusters
  Score: Raw -186425.127619 + Penalty 2492.889270 = -183932.238349
  nChanged 3
		SP:Iteration 37Q (30696.960000 sec): 3 clusters
  Score: Raw -186425.805758 + Penalty 2492.889270 = -183932.916488
  nChanged 5
		SP:Iteration 38Q (30697.000000 sec): 3 clusters
  Score: Raw -186426.794590 + Penalty 2492.889270 = -183933.905320
  nChanged 3
		SP:Iteration 39Q (30697.040000 sec): 3 clusters
  Score: Raw -186427.472622 + Penalty 2492.889270 = -183934.583352
  nChanged 4
		SP:Iteration 40F (30697.080000 sec): 3 clusters
  Score: Raw -186428.164370 + Penalty 2492.889270 = -183935.275100
  nChanged 4
		SP:Iteration 41Q (30697.120000 sec): 3 clusters
  Score: Raw -186429.021519 + Penalty 2492.889270 = -183936.132249
  nChanged 5
		SP:Iteration 42Q (30697.170000 sec): 3 clusters
  Score: Raw -186430.895924 + Penalty 2492.889270 = -183938.006654
  nChanged 4
		SP:Iteration 43Q (30697.210000 sec): 3 clusters
  Score: Raw -186431.679374 + Penalty 2492.889270 = -183938.790104
  nChanged 3
		SP:Iteration 44Q (30697.250000 sec): 3 clusters
  Score: Raw -186432.093833 + Penalty 2492.889270 = -183939.204564
  nChanged 4
		SP:Iteration 45Q (30697.290000 sec): 3 clusters
  Score: Raw -186432.714475 + Penalty 2492.889270 = -183939.825205
  nChanged 7
		SP:Iteration 46Q (30697.330000 sec): 3 clusters
  Score: Raw -186434.822028 + Penalty 2492.889270 = -183941.932759
  nChanged 10
		SP:Iteration 47Q (30697.370000 sec): 3 clusters
  Score: Raw -186437.126397 + Penalty 2492.889270 = -183944.237127
  nChanged 12
		SP:Iteration 48Q (30697.420000 sec): 3 clusters
  Score: Raw -186441.481421 + Penalty 2492.889270 = -183948.592151
  nChanged 20
		SP:Iteration 49Q (30697.460000 sec): 3 clusters
  Score: Raw -186447.920788 + Penalty 2492.889270 = -183955.031518
  nChanged 22
		SP:Iteration 50Q (30697.500000 sec): 3 clusters
  Score: Raw -186457.130028 + Penalty 2492.889270 = -183964.240759
  nChanged 24
		SP:Iteration 51Q (30697.540000 sec): 3 clusters
  Score: Raw -186469.714998 + Penalty 2492.889270 = -183976.825729
  nChanged 31
		SP:Iteration 52Q (30697.590000 sec): 3 clusters
  Score: Raw -186487.756715 + Penalty 2492.889270 = -183994.867445
  nChanged 38
		SP:Iteration 53Q (30697.630000 sec): 3 clusters
  Score: Raw -186511.507018 + Penalty 2492.889270 = -184018.617748
  nChanged 38
		SP:Iteration 54Q (30697.670000 sec): 3 clusters
  Score: Raw -186537.317800 + Penalty 2492.889270 = -184044.428530
  nChanged 37
		SP:Iteration 55Q (30697.710000 sec): 3 clusters
  Score: Raw -186558.365805 + Penalty 2492.889270 = -184065.476535
  nChanged 36
		SP:Iteration 56Q (30697.750000 sec): 3 clusters
  Score: Raw -186579.167169 + Penalty 2492.889270 = -184086.277899
  nChanged 37
		SP:Iteration 57Q (30697.790000 sec): 3 clusters
  Score: Raw -186600.893169 + Penalty 2492.889270 = -184108.003900
  nChanged 36
		SP:Iteration 58Q (30697.840000 sec): 3 clusters
  Score: Raw -186622.868812 + Penalty 2492.889270 = -184129.979543
  nChanged 37
		SP:Iteration 59Q (30697.880000 sec): 3 clusters
  Score: Raw -186649.069900 + Penalty 2492.889270 = -184156.180630
  nChanged 43
		SP:Iteration 60F (30697.920000 sec): 3 clusters
  Score: Raw -186671.390700 + Penalty 2492.889270 = -184178.501431
  nChanged 27
		SP:Iteration 61Q (30697.960000 sec): 3 clusters
  Score: Raw -186686.585837 + Penalty 2492.889270 = -184193.696567
  nChanged 24
		SP:Iteration 62Q (30698.010000 sec): 3 clusters
  Score: Raw -186699.784091 + Penalty 2492.889270 = -184206.894821
  nChanged 17
		SP:Iteration 63Q (30698.050000 sec): 3 clusters
  Score: Raw -186712.039377 + Penalty 2492.889270 = -184219.150107
  nChanged 23
		SP:Iteration 64Q (30698.090000 sec): 3 clusters
  Score: Raw -186724.183584 + Penalty 2492.889270 = -184231.294314
  nChanged 13
		SP:Iteration 65Q (30698.130000 sec): 3 clusters
  Score: Raw -186730.249569 + Penalty 2492.889270 = -184237.360299
  nChanged 13
		SP:Iteration 66Q (30698.170000 sec): 3 clusters
  Score: Raw -186741.899994 + Penalty 2492.889270 = -184249.010725
  nChanged 15
		SP:Iteration 67Q (30698.210000 sec): 3 clusters
  Score: Raw -186753.645719 + Penalty 2492.889270 = -184260.756449
  nChanged 16
		SP:Iteration 68Q (30698.260000 sec): 3 clusters
  Score: Raw -186766.056928 + Penalty 2492.889270 = -184273.167658
  nChanged 14
		SP:Iteration 69Q (30698.300000 sec): 3 clusters
  Score: Raw -186773.524024 + Penalty 2492.889270 = -184280.634754
  nChanged 15
		SP:Iteration 70Q (30698.340000 sec): 3 clusters
  Score: Raw -186784.598331 + Penalty 2492.889270 = -184291.709061
  nChanged 13
		SP:Iteration 71Q (30698.380000 sec): 3 clusters
  Score: Raw -186791.428452 + Penalty 2492.889270 = -184298.539182
  nChanged 10
		SP:Iteration 72Q (30698.420000 sec): 3 clusters
  Score: Raw -186796.858934 + Penalty 2492.889270 = -184303.969664
  nChanged 5
		SP:Iteration 73Q (30698.470000 sec): 3 clusters
  Score: Raw -186799.504349 + Penalty 2492.889270 = -184306.615080
  nChanged 4
		SP:Iteration 74Q (30698.510000 sec): 3 clusters
  Score: Raw -186801.717255 + Penalty 2492.889270 = -184308.827985
  nChanged 2
		SP:Iteration 75Q (30698.550000 sec): 3 clusters
  Score: Raw -186803.245363 + Penalty 2492.889270 = -184310.356093
  nChanged 3
		SP:Iteration 76Q (30698.590000 sec): 3 clusters
  Score: Raw -186804.748559 + Penalty 2492.889270 = -184311.859289
  nChanged 2
		SP:Iteration 77Q (30698.630000 sec): 3 clusters
  Score: Raw -186805.545904 + Penalty 2492.889270 = -184312.656634
  nChanged 4
		SP:Iteration 78Q (30698.670000 sec): 3 clusters
  Score: Raw -186807.821500 + Penalty 2492.889270 = -184314.932230
  nChanged 3
		SP:Iteration 79Q (30698.720000 sec): 3 clusters
  Score: Raw -186809.581283 + Penalty 2492.889270 = -184316.692013
  nChanged 5
		SP:Iteration 80F (30698.760000 sec): 3 clusters
  Score: Raw -186812.027860 + Penalty 2492.889270 = -184319.138590
  nChanged 1
		SP:Iteration 81Q (30698.800000 sec): 3 clusters
  Score: Raw -186812.503979 + Penalty 2492.889270 = -184319.614709
  nChanged 1
		SP:Iteration 82Q (30698.840000 sec): 3 clusters
  Score: Raw -186813.279163 + Penalty 2492.889270 = -184320.389893
  nChanged 1
		SP:Iteration 83Q (30698.890000 sec): 3 clusters
  Score: Raw -186813.691574 + Penalty 2492.889270 = -184320.802305
  nChanged 1
		SP:Iteration 84Q (30698.930000 sec): 3 clusters
  Score: Raw -186814.239999 + Penalty 2492.889270 = -184321.350729
  nChanged 0
		SP:Iteration 85F (30698.970000 sec): 3 clusters
  Score: Raw -186814.239999 + Penalty 2492.889270 = -184321.350729
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 67 (110180 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (30699.720000 sec): 2 clusters
  Score: Raw -9935288.751275 + Penalty 1886.603984 = -9933402.147291
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (30700.750000 sec): 3 clusters
  Score: Raw -9863070.769147 + Penalty 3773.207968 = -9859297.561179
  nChanged 53112
		SP:Iteration 1F (30701.790000 sec): 3 clusters
  Score: Raw -9893772.678942 + Penalty 3773.207968 = -9889999.470974
  nChanged 3737
		SP:Iteration 2Q (30702.900000 sec): 3 clusters
  Score: Raw -9894732.892269 + Penalty 3773.207968 = -9890959.684301
  nChanged 4021
		SP:Iteration 3Q (30703.990000 sec): 3 clusters
  Score: Raw -9895932.288338 + Penalty 3773.207968 = -9892159.080370
  nChanged 4531
		SP:Iteration 4Q (30705.120000 sec): 3 clusters
  Score: Raw -9897538.072839 + Penalty 3773.207968 = -9893764.864870
  nChanged 5192
		SP:Iteration 5Q (30706.210000 sec): 3 clusters
  Score: Raw -9899658.681767 + Penalty 3773.207968 = -9895885.473799
  nChanged 5948
		SP:Iteration 6F (30707.240000 sec): 3 clusters
  Score: Raw -9902578.934906 + Penalty 3773.207968 = -9898805.726938
  nChanged 6655
		SP:Iteration 7F (30708.280000 sec): 3 clusters
  Score: Raw -9906363.127239 + Penalty 3773.207968 = -9902589.919271
  nChanged 7123
		SP:Iteration 8F (30709.320000 sec): 3 clusters
  Score: Raw -9910952.093573 + Penalty 3773.207968 = -9907178.885605
  nChanged 6932
		SP:Iteration 9F (30710.350000 sec): 3 clusters
  Score: Raw -9915874.816175 + Penalty 3773.207968 = -9912101.608207
  nChanged 6296
		SP:Iteration 10F (30711.390000 sec): 3 clusters
  Score: Raw -9920613.463173 + Penalty 3773.207968 = -9916840.255205
  nChanged 5403
		SP:Iteration 11Q (30712.470000 sec): 3 clusters
  Score: Raw -9924713.482906 + Penalty 3773.207968 = -9920940.274938
  nChanged 4345
		SP:Iteration 12Q (30713.500000 sec): 3 clusters
  Score: Raw -9928036.753765 + Penalty 3773.207968 = -9924263.545796
  nChanged 3377
		SP:Iteration 13Q (30714.530000 sec): 3 clusters
  Score: Raw -9930611.480291 + Penalty 3773.207968 = -9926838.272323
  nChanged 2457
		SP:Iteration 14Q (30715.570000 sec): 3 clusters
  Score: Raw -9932457.055338 + Penalty 3773.207968 = -9928683.847370
  nChanged 1682
		SP:Iteration 15Q (30716.600000 sec): 3 clusters
  Score: Raw -9933735.780972 + Penalty 3773.207968 = -9929962.573004
  nChanged 1076
		SP:Iteration 16Q (30717.660000 sec): 3 clusters
  Score: Raw -9934547.147483 + Penalty 3773.207968 = -9930773.939515
  nChanged 600
		SP:Iteration 17Q (30718.730000 sec): 3 clusters
  Score: Raw -9935004.447254 + Penalty 3773.207968 = -9931231.239285
  nChanged 293
		SP:Iteration 18Q (30719.800000 sec): 3 clusters
  Score: Raw -9935231.203101 + Penalty 3773.207968 = -9931457.995132
  nChanged 199
		SP:Iteration 19Q (30720.870000 sec): 3 clusters
  Score: Raw -9935373.000673 + Penalty 3773.207968 = -9931599.792705
  nChanged 112
		SP:Iteration 20F (30721.870000 sec): 3 clusters
  Score: Raw -9935452.063585 + Penalty 3773.207968 = -9931678.855617
  nChanged 77
		SP:Iteration 21Q (30722.960000 sec): 3 clusters
  Score: Raw -9935508.843669 + Penalty 3773.207968 = -9931735.635701
  nChanged 66
		SP:Iteration 22Q (30724.030000 sec): 3 clusters
  Score: Raw -9935557.047262 + Penalty 3773.207968 = -9931783.839294
  nChanged 47
		SP:Iteration 23Q (30725.110000 sec): 3 clusters
  Score: Raw -9935584.610312 + Penalty 3773.207968 = -9931811.402344
  nChanged 27
		SP:Iteration 24Q (30726.150000 sec): 3 clusters
  Score: Raw -9935601.996055 + Penalty 3773.207968 = -9931828.788087
  nChanged 23
		SP:Iteration 25Q (30727.200000 sec): 3 clusters
  Score: Raw -9935612.334518 + Penalty 3773.207968 = -9931839.126550
  nChanged 14
		SP:Iteration 26Q (30728.260000 sec): 3 clusters
  Score: Raw -9935618.696876 + Penalty 3773.207968 = -9931845.488908
  nChanged 9
		SP:Iteration 27Q (30729.320000 sec): 3 clusters
  Score: Raw -9935622.878134 + Penalty 3773.207968 = -9931849.670166
  nChanged 7
		SP:Iteration 28Q (30730.360000 sec): 3 clusters
  Score: Raw -9935625.975170 + Penalty 3773.207968 = -9931852.767202
  nChanged 7
		SP:Iteration 29Q (30731.440000 sec): 3 clusters
  Score: Raw -9935630.924560 + Penalty 3773.207968 = -9931857.716592
  nChanged 10
		SP:Iteration 30Q (30732.490000 sec): 3 clusters
  Score: Raw -9935636.157567 + Penalty 3773.207968 = -9931862.949599
  nChanged 5
		SP:Iteration 31Q (30733.540000 sec): 3 clusters
  Score: Raw -9935638.221284 + Penalty 3773.207968 = -9931865.013316
  nChanged 2
		SP:Iteration 32Q (30734.580000 sec): 3 clusters
  Score: Raw -9935638.680012 + Penalty 3773.207968 = -9931865.472044
  nChanged 0
		SP:Iteration 33F (30735.590000 sec): 3 clusters
  Score: Raw -9935638.680012 + Penalty 3773.207968 = -9931865.472044
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 68 (3085 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (30735.650000 sec): 2 clusters
  Score: Raw -267684.105215 + Penalty 1305.574877 = -266378.530337
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (30735.730000 sec): 3 clusters
  Score: Raw -266212.190493 + Penalty 2611.149754 = -263601.040738
  nChanged 1227
		SP:Iteration 1F (30735.800000 sec): 3 clusters
  Score: Raw -267073.430054 + Penalty 2611.149754 = -264462.280300
  nChanged 271
		SP:Iteration 2F (30735.860000 sec): 3 clusters
  Score: Raw -267291.039332 + Penalty 2611.149754 = -264679.889577
  nChanged 200
		SP:Iteration 3F (30735.920000 sec): 3 clusters
  Score: Raw -267445.367424 + Penalty 2611.149754 = -264834.217669
  nChanged 139
		SP:Iteration 4Q (30735.980000 sec): 3 clusters
  Score: Raw -267558.877076 + Penalty 2611.149754 = -264947.727322
  nChanged 125
		SP:Iteration 5Q (30736.040000 sec): 3 clusters
  Score: Raw -267651.993436 + Penalty 2611.149754 = -265040.843682
  nChanged 105
		SP:Iteration 6Q (30736.100000 sec): 3 clusters
  Score: Raw -267717.231441 + Penalty 2611.149754 = -265106.081687
  nChanged 81
		SP:Iteration 7Q (30736.170000 sec): 3 clusters
  Score: Raw -267762.157030 + Penalty 2611.149754 = -265151.007276
  nChanged 53
		SP:Iteration 8Q (30736.230000 sec): 3 clusters
  Score: Raw -267789.921590 + Penalty 2611.149754 = -265178.771836
  nChanged 37
		SP:Iteration 9Q (30736.290000 sec): 3 clusters
  Score: Raw -267814.186144 + Penalty 2611.149754 = -265203.036390
  nChanged 49
		SP:Iteration 10Q (30736.350000 sec): 3 clusters
  Score: Raw -267840.107172 + Penalty 2611.149754 = -265228.957418
  nChanged 43
		SP:Iteration 11Q (30736.420000 sec): 3 clusters
  Score: Raw -267863.232733 + Penalty 2611.149754 = -265252.082978
  nChanged 45
		SP:Iteration 12Q (30736.480000 sec): 3 clusters
  Score: Raw -267883.558664 + Penalty 2611.149754 = -265272.408910
  nChanged 32
		SP:Iteration 13Q (30736.540000 sec): 3 clusters
  Score: Raw -267900.811848 + Penalty 2611.149754 = -265289.662094
  nChanged 29
		SP:Iteration 14Q (30736.610000 sec): 3 clusters
  Score: Raw -267917.103950 + Penalty 2611.149754 = -265305.954196
  nChanged 23
		SP:Iteration 15Q (30736.670000 sec): 3 clusters
  Score: Raw -267931.722717 + Penalty 2611.149754 = -265320.572963
  nChanged 19
		SP:Iteration 16Q (30736.730000 sec): 3 clusters
  Score: Raw -267939.518113 + Penalty 2611.149754 = -265328.368359
  nChanged 16
		SP:Iteration 17Q (30736.790000 sec): 3 clusters
  Score: Raw -267943.008390 + Penalty 2611.149754 = -265331.858636
  nChanged 3
		SP:Iteration 18Q (30736.850000 sec): 3 clusters
  Score: Raw -267944.032632 + Penalty 2611.149754 = -265332.882878
  nChanged 4
		SP:Iteration 19Q (30736.910000 sec): 3 clusters
  Score: Raw -267945.461079 + Penalty 2611.149754 = -265334.311325
  nChanged 5
		SP:Iteration 20F (30736.970000 sec): 3 clusters
  Score: Raw -267947.061566 + Penalty 2611.149754 = -265335.911811
  nChanged 6
		SP:Iteration 21Q (30737.040000 sec): 3 clusters
  Score: Raw -267949.516623 + Penalty 2611.149754 = -265338.366869
  nChanged 9
		SP:Iteration 22Q (30737.100000 sec): 3 clusters
  Score: Raw -267952.421851 + Penalty 2611.149754 = -265341.272096
  nChanged 5
		SP:Iteration 23Q (30737.160000 sec): 3 clusters
  Score: Raw -267954.260039 + Penalty 2611.149754 = -265343.110285
  nChanged 3
		SP:Iteration 24Q (30737.220000 sec): 3 clusters
  Score: Raw -267955.304216 + Penalty 2611.149754 = -265344.154462
  nChanged 5
		SP:Iteration 25Q (30737.280000 sec): 3 clusters
  Score: Raw -267956.964057 + Penalty 2611.149754 = -265345.814302
  nChanged 5
		SP:Iteration 26Q (30737.340000 sec): 3 clusters
  Score: Raw -267958.813987 + Penalty 2611.149754 = -265347.664233
  nChanged 5
		SP:Iteration 27Q (30737.410000 sec): 3 clusters
  Score: Raw -267960.924776 + Penalty 2611.149754 = -265349.775022
  nChanged 4
		SP:Iteration 28Q (30737.470000 sec): 3 clusters
  Score: Raw -267963.071479 + Penalty 2611.149754 = -265351.921724
  nChanged 2
		SP:Iteration 29Q (30737.530000 sec): 3 clusters
  Score: Raw -267963.404339 + Penalty 2611.149754 = -265352.254585
  nChanged 1
		SP:Iteration 30Q (30737.590000 sec): 3 clusters
  Score: Raw -267963.552660 + Penalty 2611.149754 = -265352.402906
  nChanged 1
		SP:Iteration 31Q (30737.650000 sec): 3 clusters
  Score: Raw -267963.910917 + Penalty 2611.149754 = -265352.761163
  nChanged 1
		SP:Iteration 32Q (30737.710000 sec): 3 clusters
  Score: Raw -267964.110412 + Penalty 2611.149754 = -265352.960658
  nChanged 0
		SP:Iteration 33F (30737.770000 sec): 3 clusters
  Score: Raw -267964.110412 + Penalty 2611.149754 = -265352.960658
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 69 (1491 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (30737.830000 sec): 2 clusters
  Score: Raw -130909.945349 + Penalty 1187.420376 = -129722.524972
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (30737.860000 sec): 3 clusters
  Score: Raw -130315.889195 + Penalty 2374.840752 = -127941.048443
  nChanged 528
		SP:Iteration 1F (30737.890000 sec): 3 clusters
  Score: Raw -130660.673060 + Penalty 2374.840752 = -128285.832308
  nChanged 123
		SP:Iteration 2F (30737.920000 sec): 3 clusters
  Score: Raw -130751.859266 + Penalty 2374.840752 = -128377.018513
  nChanged 51
		SP:Iteration 3Q (30737.950000 sec): 3 clusters
  Score: Raw -130786.599124 + Penalty 2374.840752 = -128411.758372
  nChanged 36
		SP:Iteration 4Q (30737.980000 sec): 3 clusters
  Score: Raw -130814.092859 + Penalty 2374.840752 = -128439.252107
  nChanged 37
		SP:Iteration 5Q (30738.010000 sec): 3 clusters
  Score: Raw -130841.133674 + Penalty 2374.840752 = -128466.292922
  nChanged 29
		SP:Iteration 6Q (30738.040000 sec): 3 clusters
  Score: Raw -130857.982011 + Penalty 2374.840752 = -128483.141258
  nChanged 21
		SP:Iteration 7Q (30738.070000 sec): 3 clusters
  Score: Raw -130870.144856 + Penalty 2374.840752 = -128495.304104
  nChanged 16
		SP:Iteration 8Q (30738.100000 sec): 3 clusters
  Score: Raw -130878.436728 + Penalty 2374.840752 = -128503.595975
  nChanged 11
		SP:Iteration 9Q (30738.130000 sec): 3 clusters
  Score: Raw -130885.011959 + Penalty 2374.840752 = -128510.171207
  nChanged 16
		SP:Iteration 10Q (30738.160000 sec): 3 clusters
  Score: Raw -130892.118527 + Penalty 2374.840752 = -128517.277774
  nChanged 10
		SP:Iteration 11Q (30738.190000 sec): 3 clusters
  Score: Raw -130899.257777 + Penalty 2374.840752 = -128524.417025
  nChanged 12
		SP:Iteration 12Q (30738.220000 sec): 3 clusters
  Score: Raw -130907.134181 + Penalty 2374.840752 = -128532.293428
  nChanged 15
		SP:Iteration 13Q (30738.250000 sec): 3 clusters
  Score: Raw -130916.816409 + Penalty 2374.840752 = -128541.975657
  nChanged 15
		SP:Iteration 14Q (30738.280000 sec): 3 clusters
  Score: Raw -130925.653001 + Penalty 2374.840752 = -128550.812249
  nChanged 12
		SP:Iteration 15Q (30738.310000 sec): 3 clusters
  Score: Raw -130934.014937 + Penalty 2374.840752 = -128559.174185
  nChanged 18
		SP:Iteration 16Q (30738.340000 sec): 3 clusters
  Score: Raw -130948.905604 + Penalty 2374.840752 = -128574.064851
  nChanged 26
		SP:Iteration 17Q (30738.370000 sec): 3 clusters
  Score: Raw -130967.363658 + Penalty 2374.840752 = -128592.522905
  nChanged 14
		SP:Iteration 18Q (30738.400000 sec): 3 clusters
  Score: Raw -130975.308968 + Penalty 2374.840752 = -128600.468216
  nChanged 10
		SP:Iteration 19Q (30738.430000 sec): 3 clusters
  Score: Raw -130981.729002 + Penalty 2374.840752 = -128606.888250
  nChanged 12
		SP:Iteration 20F (30738.460000 sec): 3 clusters
  Score: Raw -130987.144975 + Penalty 2374.840752 = -128612.304223
  nChanged 9
		SP:Iteration 21Q (30738.490000 sec): 3 clusters
  Score: Raw -130991.944010 + Penalty 2374.840752 = -128617.103257
  nChanged 8
		SP:Iteration 22Q (30738.520000 sec): 3 clusters
  Score: Raw -130998.730761 + Penalty 2374.840752 = -128623.890008
  nChanged 9
		SP:Iteration 23Q (30738.550000 sec): 3 clusters
  Score: Raw -131004.313120 + Penalty 2374.840752 = -128629.472368
  nChanged 7
		SP:Iteration 24Q (30738.580000 sec): 3 clusters
  Score: Raw -131009.402911 + Penalty 2374.840752 = -128634.562159
  nChanged 6
		SP:Iteration 25Q (30738.610000 sec): 3 clusters
  Score: Raw -131013.274393 + Penalty 2374.840752 = -128638.433641
  nChanged 4
		SP:Iteration 26Q (30738.640000 sec): 3 clusters
  Score: Raw -131015.432165 + Penalty 2374.840752 = -128640.591413
  nChanged 5
		SP:Iteration 27Q (30738.670000 sec): 3 clusters
  Score: Raw -131019.644205 + Penalty 2374.840752 = -128644.803453
  nChanged 5
		SP:Iteration 28Q (30738.700000 sec): 3 clusters
  Score: Raw -131023.144357 + Penalty 2374.840752 = -128648.303605
  nChanged 7
		SP:Iteration 29Q (30738.730000 sec): 3 clusters
  Score: Raw -131027.037133 + Penalty 2374.840752 = -128652.196381
  nChanged 4
		SP:Iteration 30Q (30738.760000 sec): 3 clusters
  Score: Raw -131028.388986 + Penalty 2374.840752 = -128653.548234
  nChanged 4
		SP:Iteration 31Q (30738.790000 sec): 3 clusters
  Score: Raw -131030.544258 + Penalty 2374.840752 = -128655.703505
  nChanged 1
		SP:Iteration 32Q (30738.820000 sec): 3 clusters
  Score: Raw -131031.232416 + Penalty 2374.840752 = -128656.391664
  nChanged 2
		SP:Iteration 33Q (30738.850000 sec): 3 clusters
  Score: Raw -131032.655317 + Penalty 2374.840752 = -128657.814565
  nChanged 0
		SP:Iteration 34F (30738.880000 sec): 3 clusters
  Score: Raw -131032.655317 + Penalty 2374.840752 = -128657.814565
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 70 (478 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (30738.920000 sec): 2 clusters
  Score: Raw -44993.574991 + Penalty 1002.561744 = -43991.013247
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (30738.930000 sec): 3 clusters
  Score: Raw -44966.246012 + Penalty 2005.123488 = -42961.122524
  nChanged 91
		SP:Iteration 1F (30738.940000 sec): 3 clusters
  Score: Raw -45077.900811 + Penalty 2005.123488 = -43072.777323
  nChanged 13
		SP:Iteration 2Q (30738.950000 sec): 3 clusters
  Score: Raw -45096.522773 + Penalty 2005.123488 = -43091.399285
  nChanged 8
		SP:Iteration 3Q (30738.960000 sec): 3 clusters
  Score: Raw -45115.688908 + Penalty 2005.123488 = -43110.565420
  nChanged 8
		SP:Iteration 4Q (30738.970000 sec): 3 clusters
  Score: Raw -45125.566657 + Penalty 2005.123488 = -43120.443169
  nChanged 0
		SP:Iteration 5F (30738.980000 sec): 3 clusters
  Score: Raw -45125.566657 + Penalty 2005.123488 = -43120.443169
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 71 (4971 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (30739.070000 sec): 2 clusters
  Score: Raw -426546.298060 + Penalty 1383.098650 = -425163.199410
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (30739.160000 sec): 3 clusters
  Score: Raw -424000.102969 + Penalty 2766.197299 = -421233.905670
  nChanged 2007
		SP:Iteration 1F (30739.250000 sec): 3 clusters
  Score: Raw -425125.830237 + Penalty 2766.197299 = -422359.632938
  nChanged 377
		SP:Iteration 2F (30739.350000 sec): 3 clusters
  Score: Raw -425344.421397 + Penalty 2766.197299 = -422578.224098
  nChanged 272
		SP:Iteration 3F (30739.440000 sec): 3 clusters
  Score: Raw -425483.272620 + Penalty 2766.197299 = -422717.075320
  nChanged 223
		SP:Iteration 4Q (30739.530000 sec): 3 clusters
  Score: Raw -425591.776363 + Penalty 2766.197299 = -422825.579063
  nChanged 174
		SP:Iteration 5Q (30739.630000 sec): 3 clusters
  Score: Raw -425682.277428 + Penalty 2766.197299 = -422916.080129
  nChanged 176
		SP:Iteration 6Q (30739.720000 sec): 3 clusters
  Score: Raw -425779.308986 + Penalty 2766.197299 = -423013.111686
  nChanged 141
		SP:Iteration 7Q (30739.810000 sec): 3 clusters
  Score: Raw -425858.682843 + Penalty 2766.197299 = -423092.485544
  nChanged 118
		SP:Iteration 8Q (30739.910000 sec): 3 clusters
  Score: Raw -425914.817943 + Penalty 2766.197299 = -423148.620643
  nChanged 113
		SP:Iteration 9Q (30740.000000 sec): 3 clusters
  Score: Raw -425972.398201 + Penalty 2766.197299 = -423206.200901
  nChanged 116
		SP:Iteration 10Q (30740.090000 sec): 3 clusters
  Score: Raw -426020.329841 + Penalty 2766.197299 = -423254.132542
  nChanged 102
		SP:Iteration 11Q (30740.190000 sec): 3 clusters
  Score: Raw -426070.300234 + Penalty 2766.197299 = -423304.102935
  nChanged 113
		SP:Iteration 12Q (30740.280000 sec): 3 clusters
  Score: Raw -426121.620883 + Penalty 2766.197299 = -423355.423583
  nChanged 121
		SP:Iteration 13Q (30740.380000 sec): 3 clusters
  Score: Raw -426179.153956 + Penalty 2766.197299 = -423412.956657
  nChanged 126
		SP:Iteration 14Q (30740.470000 sec): 3 clusters
  Score: Raw -426240.053135 + Penalty 2766.197299 = -423473.855836
  nChanged 135
		SP:Iteration 15Q (30740.560000 sec): 3 clusters
  Score: Raw -426313.815223 + Penalty 2766.197299 = -423547.617924
  nChanged 140
		SP:Iteration 16Q (30740.660000 sec): 3 clusters
  Score: Raw -426401.192716 + Penalty 2766.197299 = -423634.995417
  nChanged 134
		SP:Iteration 17Q (30740.750000 sec): 3 clusters
  Score: Raw -426476.767607 + Penalty 2766.197299 = -423710.570307
  nChanged 112
		SP:Iteration 18Q (30740.840000 sec): 3 clusters
  Score: Raw -426536.368436 + Penalty 2766.197299 = -423770.171137
  nChanged 108
		SP:Iteration 19Q (30740.940000 sec): 3 clusters
  Score: Raw -426604.662861 + Penalty 2766.197299 = -423838.465561
  nChanged 106
		SP:Iteration 20F (30741.030000 sec): 3 clusters
  Score: Raw -426676.331091 + Penalty 2766.197299 = -423910.133792
  nChanged 101
		SP:Iteration 21Q (30741.120000 sec): 3 clusters
  Score: Raw -426750.980554 + Penalty 2766.197299 = -423984.783254
  nChanged 85
		SP:Iteration 22Q (30741.210000 sec): 3 clusters
  Score: Raw -426794.871850 + Penalty 2766.197299 = -424028.674550
  nChanged 65
		SP:Iteration 23Q (30741.310000 sec): 3 clusters
  Score: Raw -426819.114946 + Penalty 2766.197299 = -424052.917647
  nChanged 47
		SP:Iteration 24Q (30741.400000 sec): 3 clusters
  Score: Raw -426835.838347 + Penalty 2766.197299 = -424069.641048
  nChanged 36
		SP:Iteration 25Q (30741.490000 sec): 3 clusters
  Score: Raw -426845.859146 + Penalty 2766.197299 = -424079.661846
  nChanged 18
		SP:Iteration 26Q (30741.590000 sec): 3 clusters
  Score: Raw -426850.111069 + Penalty 2766.197299 = -424083.913770
  nChanged 12
		SP:Iteration 27Q (30741.680000 sec): 3 clusters
  Score: Raw -426855.384974 + Penalty 2766.197299 = -424089.187674
  nChanged 20
		SP:Iteration 28Q (30741.770000 sec): 3 clusters
  Score: Raw -426863.826773 + Penalty 2766.197299 = -424097.629473
  nChanged 24
		SP:Iteration 29Q (30741.860000 sec): 3 clusters
  Score: Raw -426872.518888 + Penalty 2766.197299 = -424106.321588
  nChanged 19
		SP:Iteration 30Q (30741.950000 sec): 3 clusters
  Score: Raw -426879.483878 + Penalty 2766.197299 = -424113.286578
  nChanged 16
		SP:Iteration 31Q (30742.050000 sec): 3 clusters
  Score: Raw -426884.649606 + Penalty 2766.197299 = -424118.452307
  nChanged 17
		SP:Iteration 32Q (30742.140000 sec): 3 clusters
  Score: Raw -426891.044732 + Penalty 2766.197299 = -424124.847433
  nChanged 22
		SP:Iteration 33Q (30742.230000 sec): 3 clusters
  Score: Raw -426898.709442 + Penalty 2766.197299 = -424132.512142
  nChanged 20
		SP:Iteration 34Q (30742.320000 sec): 3 clusters
  Score: Raw -426904.400144 + Penalty 2766.197299 = -424138.202845
  nChanged 18
		SP:Iteration 35Q (30742.410000 sec): 3 clusters
  Score: Raw -426912.989309 + Penalty 2766.197299 = -424146.792010
  nChanged 27
		SP:Iteration 36Q (30742.500000 sec): 3 clusters
  Score: Raw -426927.190794 + Penalty 2766.197299 = -424160.993495
  nChanged 26
		SP:Iteration 37Q (30742.590000 sec): 3 clusters
  Score: Raw -426939.827190 + Penalty 2766.197299 = -424173.629890
  nChanged 20
		SP:Iteration 38Q (30742.690000 sec): 3 clusters
  Score: Raw -426945.930038 + Penalty 2766.197299 = -424179.732738
  nChanged 15
		SP:Iteration 39Q (30742.770000 sec): 3 clusters
  Score: Raw -426950.321440 + Penalty 2766.197299 = -424184.124141
  nChanged 8
		SP:Iteration 40F (30742.870000 sec): 3 clusters
  Score: Raw -426952.528817 + Penalty 2766.197299 = -424186.331517
  nChanged 7
		SP:Iteration 41Q (30742.960000 sec): 3 clusters
  Score: Raw -426953.780363 + Penalty 2766.197299 = -424187.583063
  nChanged 2
		SP:Iteration 42Q (30743.050000 sec): 3 clusters
  Score: Raw -426954.543758 + Penalty 2766.197299 = -424188.346459
  nChanged 1
		SP:Iteration 43Q (30743.140000 sec): 3 clusters
  Score: Raw -426954.607442 + Penalty 2766.197299 = -424188.410142
  nChanged 0
		SP:Iteration 44F (30743.230000 sec): 3 clusters
  Score: Raw -426954.607442 + Penalty 2766.197299 = -424188.410142
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 72 (940 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (30743.290000 sec): 2 clusters
  Score: Raw -77381.229413 + Penalty 1112.455480 = -76268.773933
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (30743.310000 sec): 3 clusters
  Score: Raw -77128.813620 + Penalty 2224.910959 = -74903.902660
  nChanged 288
		SP:Iteration 1F (30743.330000 sec): 3 clusters
  Score: Raw -77454.013013 + Penalty 2224.910959 = -75229.102053
  nChanged 86
		SP:Iteration 2F (30743.350000 sec): 3 clusters
  Score: Raw -77576.118332 + Penalty 2224.910959 = -75351.207372
  nChanged 45
		SP:Iteration 3Q (30743.370000 sec): 3 clusters
  Score: Raw -77652.810993 + Penalty 2224.910959 = -75427.900034
  nChanged 43
		SP:Iteration 4Q (30743.390000 sec): 3 clusters
  Score: Raw -77728.092345 + Penalty 2224.910959 = -75503.181385
  nChanged 43
		SP:Iteration 5Q (30743.410000 sec): 3 clusters
  Score: Raw -77795.807256 + Penalty 2224.910959 = -75570.896296
  nChanged 34
		SP:Iteration 6Q (30743.430000 sec): 3 clusters
  Score: Raw -77844.717673 + Penalty 2224.910959 = -75619.806714
  nChanged 18
		SP:Iteration 7Q (30743.440000 sec): 3 clusters
  Score: Raw -77876.890649 + Penalty 2224.910959 = -75651.979689
  nChanged 23
		SP:Iteration 8Q (30743.460000 sec): 3 clusters
  Score: Raw -77912.824510 + Penalty 2224.910959 = -75687.913551
  nChanged 16
		SP:Iteration 9Q (30743.480000 sec): 3 clusters
  Score: Raw -77935.545282 + Penalty 2224.910959 = -75710.634322
  nChanged 14
		SP:Iteration 10Q (30743.500000 sec): 3 clusters
  Score: Raw -77949.027410 + Penalty 2224.910959 = -75724.116450
  nChanged 5
		SP:Iteration 11Q (30743.520000 sec): 3 clusters
  Score: Raw -77951.988030 + Penalty 2224.910959 = -75727.077071
  nChanged 6
		SP:Iteration 12Q (30743.540000 sec): 3 clusters
  Score: Raw -77955.566725 + Penalty 2224.910959 = -75730.655765
  nChanged 1
		SP:Iteration 13Q (30743.550000 sec): 3 clusters
  Score: Raw -77956.489683 + Penalty 2224.910959 = -75731.578723
  nChanged 0
		SP:Iteration 14F (30743.570000 sec): 3 clusters
  Score: Raw -77956.489683 + Penalty 2224.910959 = -75731.578723
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 73 (795 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (30743.620000 sec): 2 clusters
  Score: Raw -59415.515395 + Penalty 1085.230594 = -58330.284802
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (30743.640000 sec): 3 clusters
  Score: Raw -59214.506792 + Penalty 2170.461187 = -57044.045605
  nChanged 249
		SP:Iteration 1F (30743.660000 sec): 3 clusters
  Score: Raw -59487.959869 + Penalty 2170.461187 = -57317.498681
  nChanged 63
		SP:Iteration 2F (30743.670000 sec): 3 clusters
  Score: Raw -59582.235533 + Penalty 2170.461187 = -57411.774346
  nChanged 41
		SP:Iteration 3F (30743.690000 sec): 3 clusters
  Score: Raw -59672.547296 + Penalty 2170.461187 = -57502.086109
  nChanged 41
		SP:Iteration 4F (30743.710000 sec): 3 clusters
  Score: Raw -59748.845782 + Penalty 2170.461187 = -57578.384595
  nChanged 28
		SP:Iteration 5Q (30743.720000 sec): 3 clusters
  Score: Raw -59787.127357 + Penalty 2170.461187 = -57616.666170
  nChanged 19
		SP:Iteration 6Q (30743.740000 sec): 3 clusters
  Score: Raw -59811.701961 + Penalty 2170.461187 = -57641.240774
  nChanged 11
		SP:Iteration 7Q (30743.750000 sec): 3 clusters
  Score: Raw -59824.400824 + Penalty 2170.461187 = -57653.939637
  nChanged 7
		SP:Iteration 8Q (30743.770000 sec): 3 clusters
  Score: Raw -59833.822903 + Penalty 2170.461187 = -57663.361715
  nChanged 3
		SP:Iteration 9Q (30743.790000 sec): 3 clusters
  Score: Raw -59835.812451 + Penalty 2170.461187 = -57665.351264
  nChanged 2
		SP:Iteration 10Q (30743.810000 sec): 3 clusters
  Score: Raw -59836.485766 + Penalty 2170.461187 = -57666.024579
  nChanged 0
		SP:Iteration 11F (30743.820000 sec): 3 clusters
  Score: Raw -59836.485766 + Penalty 2170.461187 = -57666.024579
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 74 (916 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (30743.870000 sec): 2 clusters
  Score: Raw -55953.403454 + Penalty 1108.252659 = -54845.150795
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (30743.890000 sec): 3 clusters
  Score: Raw -55783.286565 + Penalty 2216.505319 = -53566.781247
  nChanged 285
		SP:Iteration 1F (30743.910000 sec): 3 clusters
  Score: Raw -56191.899266 + Penalty 2216.505319 = -53975.393948
  nChanged 85
		SP:Iteration 2F (30743.930000 sec): 3 clusters
  Score: Raw -56323.815903 + Penalty 2216.505319 = -54107.310584
  nChanged 45
		SP:Iteration 3Q (30743.950000 sec): 3 clusters
  Score: Raw -56384.623369 + Penalty 2216.505319 = -54168.118050
  nChanged 31
		SP:Iteration 4Q (30743.970000 sec): 3 clusters
  Score: Raw -56425.269940 + Penalty 2216.505319 = -54208.764621
  nChanged 20
		SP:Iteration 5Q (30743.980000 sec): 3 clusters
  Score: Raw -56448.542437 + Penalty 2216.505319 = -54232.037118
  nChanged 13
		SP:Iteration 6Q (30744.000000 sec): 3 clusters
  Score: Raw -56462.638997 + Penalty 2216.505319 = -54246.133678
  nChanged 10
		SP:Iteration 7Q (30744.020000 sec): 3 clusters
  Score: Raw -56473.698997 + Penalty 2216.505319 = -54257.193678
  nChanged 8
		SP:Iteration 8Q (30744.040000 sec): 3 clusters
  Score: Raw -56484.689845 + Penalty 2216.505319 = -54268.184526
  nChanged 7
		SP:Iteration 9Q (30744.060000 sec): 3 clusters
  Score: Raw -56488.915639 + Penalty 2216.505319 = -54272.410320
  nChanged 3
		SP:Iteration 10Q (30744.080000 sec): 3 clusters
  Score: Raw -56490.662780 + Penalty 2216.505319 = -54274.157462
  nChanged 2
		SP:Iteration 11Q (30744.090000 sec): 3 clusters
  Score: Raw -56493.744874 + Penalty 2216.505319 = -54277.239556
  nChanged 5
		SP:Iteration 12Q (30744.110000 sec): 3 clusters
  Score: Raw -56500.308877 + Penalty 2216.505319 = -54283.803559
  nChanged 2
		SP:Iteration 13Q (30744.130000 sec): 3 clusters
  Score: Raw -56502.466529 + Penalty 2216.505319 = -54285.961210
  nChanged 1
		SP:Iteration 14Q (30744.150000 sec): 3 clusters
  Score: Raw -56503.859900 + Penalty 2216.505319 = -54287.354581
  nChanged 1
		SP:Iteration 15Q (30744.170000 sec): 3 clusters
  Score: Raw -56504.814562 + Penalty 2216.505319 = -54288.309243
  nChanged 0
		SP:Iteration 16F (30744.190000 sec): 3 clusters
  Score: Raw -56504.814562 + Penalty 2216.505319 = -54288.309243
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 75 (5442 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (30744.270000 sec): 2 clusters
  Score: Raw -472564.819663 + Penalty 1397.809062 = -471167.010601
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (30744.370000 sec): 3 clusters
  Score: Raw -469682.543246 + Penalty 2795.618124 = -466886.925122
  nChanged 2248
		SP:Iteration 1F (30744.470000 sec): 3 clusters
  Score: Raw -470871.903426 + Penalty 2795.618124 = -468076.285303
  nChanged 351
		SP:Iteration 2F (30744.570000 sec): 3 clusters
  Score: Raw -471021.282397 + Penalty 2795.618124 = -468225.664274
  nChanged 224
		SP:Iteration 3Q (30744.670000 sec): 3 clusters
  Score: Raw -471108.123230 + Penalty 2795.618124 = -468312.505106
  nChanged 175
		SP:Iteration 4Q (30744.770000 sec): 3 clusters
  Score: Raw -471173.556481 + Penalty 2795.618124 = -468377.938357
  nChanged 159
		SP:Iteration 5Q (30744.870000 sec): 3 clusters
  Score: Raw -471248.109651 + Penalty 2795.618124 = -468452.491527
  nChanged 180
		SP:Iteration 6Q (30744.960000 sec): 3 clusters
  Score: Raw -471330.110048 + Penalty 2795.618124 = -468534.491925
  nChanged 191
		SP:Iteration 7Q (30745.060000 sec): 3 clusters
  Score: Raw -471413.218642 + Penalty 2795.618124 = -468617.600518
  nChanged 179
		SP:Iteration 8Q (30745.160000 sec): 3 clusters
  Score: Raw -471494.874132 + Penalty 2795.618124 = -468699.256008
  nChanged 165
		SP:Iteration 9Q (30745.260000 sec): 3 clusters
  Score: Raw -471573.265422 + Penalty 2795.618124 = -468777.647298
  nChanged 178
		SP:Iteration 10Q (30745.360000 sec): 3 clusters
  Score: Raw -471671.767185 + Penalty 2795.618124 = -468876.149061
  nChanged 210
		SP:Iteration 11Q (30745.460000 sec): 3 clusters
  Score: Raw -471804.900763 + Penalty 2795.618124 = -469009.282639
  nChanged 225
		SP:Iteration 12Q (30745.560000 sec): 3 clusters
  Score: Raw -471980.849732 + Penalty 2795.618124 = -469185.231608
  nChanged 224
		SP:Iteration 13Q (30745.660000 sec): 3 clusters
  Score: Raw -472147.633076 + Penalty 2795.618124 = -469352.014953
  nChanged 183
		SP:Iteration 14Q (30745.750000 sec): 3 clusters
  Score: Raw -472286.334979 + Penalty 2795.618124 = -469490.716855
  nChanged 138
		SP:Iteration 15Q (30745.850000 sec): 3 clusters
  Score: Raw -472396.385401 + Penalty 2795.618124 = -469600.767278
  nChanged 108
		SP:Iteration 16Q (30745.950000 sec): 3 clusters
  Score: Raw -472486.863660 + Penalty 2795.618124 = -469691.245536
  nChanged 74
		SP:Iteration 17Q (30746.040000 sec): 3 clusters
  Score: Raw -472553.740261 + Penalty 2795.618124 = -469758.122137
  nChanged 39
		SP:Iteration 18Q (30746.140000 sec): 3 clusters
  Score: Raw -472590.922403 + Penalty 2795.618124 = -469795.304280
  nChanged 36
		SP:Iteration 19Q (30746.230000 sec): 3 clusters
  Score: Raw -472629.679044 + Penalty 2795.618124 = -469834.060921
  nChanged 36
		SP:Iteration 20F (30746.330000 sec): 3 clusters
  Score: Raw -472671.136114 + Penalty 2795.618124 = -469875.517990
  nChanged 20
		SP:Iteration 21Q (30746.420000 sec): 3 clusters
  Score: Raw -472695.136001 + Penalty 2795.618124 = -469899.517877
  nChanged 17
		SP:Iteration 22Q (30746.510000 sec): 3 clusters
  Score: Raw -472717.462794 + Penalty 2795.618124 = -469921.844670
  nChanged 17
		SP:Iteration 23Q (30746.610000 sec): 3 clusters
  Score: Raw -472740.021877 + Penalty 2795.618124 = -469944.403753
  nChanged 11
		SP:Iteration 24Q (30746.700000 sec): 3 clusters
  Score: Raw -472754.891980 + Penalty 2795.618124 = -469959.273857
  nChanged 5
		SP:Iteration 25Q (30746.790000 sec): 3 clusters
  Score: Raw -472761.112674 + Penalty 2795.618124 = -469965.494550
  nChanged 2
		SP:Iteration 26Q (30746.880000 sec): 3 clusters
  Score: Raw -472762.525413 + Penalty 2795.618124 = -469966.907290
  nChanged 1
		SP:Iteration 27Q (30746.970000 sec): 3 clusters
  Score: Raw -472763.131398 + Penalty 2795.618124 = -469967.513274
  nChanged 0
		SP:Iteration 28F (30747.070000 sec): 3 clusters
  Score: Raw -472763.131398 + Penalty 2795.618124 = -469967.513274
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 76 (1640 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (30747.130000 sec): 2 clusters
  Score: Raw -147525.347689 + Penalty 1202.898372 = -146322.449317
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (30747.170000 sec): 3 clusters
  Score: Raw -146844.474769 + Penalty 2405.796744 = -144438.678025
  nChanged 582
		SP:Iteration 1F (30747.200000 sec): 3 clusters
  Score: Raw -147246.269493 + Penalty 2405.796744 = -144840.472749
  nChanged 115
		SP:Iteration 2F (30747.230000 sec): 3 clusters
  Score: Raw -147335.774094 + Penalty 2405.796744 = -144929.977350
  nChanged 65
		SP:Iteration 3Q (30747.270000 sec): 3 clusters
  Score: Raw -147385.992441 + Penalty 2405.796744 = -144980.195697
  nChanged 40
		SP:Iteration 4Q (30747.300000 sec): 3 clusters
  Score: Raw -147413.780490 + Penalty 2405.796744 = -145007.983746
  nChanged 32
		SP:Iteration 5Q (30747.340000 sec): 3 clusters
  Score: Raw -147433.228106 + Penalty 2405.796744 = -145027.431361
  nChanged 15
		SP:Iteration 6Q (30747.370000 sec): 3 clusters
  Score: Raw -147444.207754 + Penalty 2405.796744 = -145038.411010
  nChanged 20
		SP:Iteration 7Q (30747.410000 sec): 3 clusters
  Score: Raw -147455.796626 + Penalty 2405.796744 = -145049.999881
  nChanged 11
		SP:Iteration 8Q (30747.440000 sec): 3 clusters
  Score: Raw -147463.187963 + Penalty 2405.796744 = -145057.391218
  nChanged 12
		SP:Iteration 9Q (30747.470000 sec): 3 clusters
  Score: Raw -147469.465070 + Penalty 2405.796744 = -145063.668326
  nChanged 7
		SP:Iteration 10Q (30747.510000 sec): 3 clusters
  Score: Raw -147474.085707 + Penalty 2405.796744 = -145068.288962
  nChanged 6
		SP:Iteration 11Q (30747.540000 sec): 3 clusters
  Score: Raw -147476.922747 + Penalty 2405.796744 = -145071.126002
  nChanged 6
		SP:Iteration 12Q (30747.580000 sec): 3 clusters
  Score: Raw -147479.987351 + Penalty 2405.796744 = -145074.190606
  nChanged 5
		SP:Iteration 13Q (30747.610000 sec): 3 clusters
  Score: Raw -147482.550333 + Penalty 2405.796744 = -145076.753589
  nChanged 3
		SP:Iteration 14Q (30747.650000 sec): 3 clusters
  Score: Raw -147483.802255 + Penalty 2405.796744 = -145078.005511
  nChanged 7
		SP:Iteration 15Q (30747.680000 sec): 3 clusters
  Score: Raw -147486.592504 + Penalty 2405.796744 = -145080.795760
  nChanged 7
		SP:Iteration 16Q (30747.710000 sec): 3 clusters
  Score: Raw -147489.057607 + Penalty 2405.796744 = -145083.260863
  nChanged 8
		SP:Iteration 17Q (30747.750000 sec): 3 clusters
  Score: Raw -147493.613703 + Penalty 2405.796744 = -145087.816959
  nChanged 8
		SP:Iteration 18Q (30747.780000 sec): 3 clusters
  Score: Raw -147498.622223 + Penalty 2405.796744 = -145092.825478
  nChanged 8
		SP:Iteration 19Q (30747.820000 sec): 3 clusters
  Score: Raw -147503.847146 + Penalty 2405.796744 = -145098.050402
  nChanged 9
		SP:Iteration 20F (30747.850000 sec): 3 clusters
  Score: Raw -147509.683429 + Penalty 2405.796744 = -145103.886685
  nChanged 7
		SP:Iteration 21Q (30747.890000 sec): 3 clusters
  Score: Raw -147512.783327 + Penalty 2405.796744 = -145106.986582
  nChanged 6
		SP:Iteration 22Q (30747.920000 sec): 3 clusters
  Score: Raw -147517.755317 + Penalty 2405.796744 = -145111.958573
  nChanged 12
		SP:Iteration 23Q (30747.950000 sec): 3 clusters
  Score: Raw -147528.656121 + Penalty 2405.796744 = -145122.859377
  nChanged 14
		SP:Iteration 24Q (30747.990000 sec): 3 clusters
  Score: Raw -147540.215411 + Penalty 2405.796744 = -145134.418667
  nChanged 19
		SP:Iteration 25Q (30748.020000 sec): 3 clusters
  Score: Raw -147553.080436 + Penalty 2405.796744 = -145147.283692
  nChanged 16
		SP:Iteration 26Q (30748.050000 sec): 3 clusters
  Score: Raw -147563.413478 + Penalty 2405.796744 = -145157.616734
  nChanged 18
		SP:Iteration 27Q (30748.090000 sec): 3 clusters
  Score: Raw -147575.228851 + Penalty 2405.796744 = -145169.432107
  nChanged 22
		SP:Iteration 28Q (30748.120000 sec): 3 clusters
  Score: Raw -147586.101235 + Penalty 2405.796744 = -145180.304490
  nChanged 18
		SP:Iteration 29Q (30748.160000 sec): 3 clusters
  Score: Raw -147595.606324 + Penalty 2405.796744 = -145189.809580
  nChanged 18
		SP:Iteration 30Q (30748.190000 sec): 3 clusters
  Score: Raw -147608.429463 + Penalty 2405.796744 = -145202.632718
  nChanged 23
		SP:Iteration 31Q (30748.230000 sec): 3 clusters
  Score: Raw -147624.157969 + Penalty 2405.796744 = -145218.361225
  nChanged 25
		SP:Iteration 32Q (30748.260000 sec): 3 clusters
  Score: Raw -147641.384658 + Penalty 2405.796744 = -145235.587914
  nChanged 24
		SP:Iteration 33Q (30748.290000 sec): 3 clusters
  Score: Raw -147663.603481 + Penalty 2405.796744 = -145257.806736
  nChanged 23
		SP:Iteration 34Q (30748.330000 sec): 3 clusters
  Score: Raw -147678.480736 + Penalty 2405.796744 = -145272.683992
  nChanged 19
		SP:Iteration 35Q (30748.360000 sec): 3 clusters
  Score: Raw -147689.778478 + Penalty 2405.796744 = -145283.981733
  nChanged 18
		SP:Iteration 36Q (30748.390000 sec): 3 clusters
  Score: Raw -147700.770879 + Penalty 2405.796744 = -145294.974135
  nChanged 14
		SP:Iteration 37Q (30748.430000 sec): 3 clusters
  Score: Raw -147711.794078 + Penalty 2405.796744 = -145305.997334
  nChanged 13
		SP:Iteration 38Q (30748.460000 sec): 3 clusters
  Score: Raw -147723.095373 + Penalty 2405.796744 = -145317.298629
  nChanged 16
		SP:Iteration 39Q (30748.490000 sec): 3 clusters
  Score: Raw -147733.101766 + Penalty 2405.796744 = -145327.305021
  nChanged 17
		SP:Iteration 40F (30748.530000 sec): 3 clusters
  Score: Raw -147746.356880 + Penalty 2405.796744 = -145340.560135
  nChanged 20
		SP:Iteration 41Q (30748.560000 sec): 3 clusters
  Score: Raw -147757.708833 + Penalty 2405.796744 = -145351.912089
  nChanged 16
		SP:Iteration 42Q (30748.590000 sec): 3 clusters
  Score: Raw -147770.544183 + Penalty 2405.796744 = -145364.747439
  nChanged 12
		SP:Iteration 43Q (30748.630000 sec): 3 clusters
  Score: Raw -147778.452593 + Penalty 2405.796744 = -145372.655849
  nChanged 13
		SP:Iteration 44Q (30748.660000 sec): 3 clusters
  Score: Raw -147788.230705 + Penalty 2405.796744 = -145382.433961
  nChanged 10
		SP:Iteration 45Q (30748.690000 sec): 3 clusters
  Score: Raw -147795.644935 + Penalty 2405.796744 = -145389.848190
  nChanged 8
		SP:Iteration 46Q (30748.730000 sec): 3 clusters
  Score: Raw -147800.331531 + Penalty 2405.796744 = -145394.534786
  nChanged 6
		SP:Iteration 47Q (30748.760000 sec): 3 clusters
  Score: Raw -147804.860988 + Penalty 2405.796744 = -145399.064244
  nChanged 5
		SP:Iteration 48Q (30748.790000 sec): 3 clusters
  Score: Raw -147808.906908 + Penalty 2405.796744 = -145403.110163
  nChanged 4
		SP:Iteration 49Q (30748.830000 sec): 3 clusters
  Score: Raw -147811.301979 + Penalty 2405.796744 = -145405.505234
  nChanged 5
		SP:Iteration 50Q (30748.860000 sec): 3 clusters
  Score: Raw -147814.974686 + Penalty 2405.796744 = -145409.177942
  nChanged 4
		SP:Iteration 51Q (30748.890000 sec): 3 clusters
  Score: Raw -147816.483972 + Penalty 2405.796744 = -145410.687227
  nChanged 5
		SP:Iteration 52Q (30748.930000 sec): 3 clusters
  Score: Raw -147818.678752 + Penalty 2405.796744 = -145412.882008
  nChanged 1
		SP:Iteration 53Q (30748.960000 sec): 3 clusters
  Score: Raw -147819.379946 + Penalty 2405.796744 = -145413.583202
  nChanged 0
		SP:Iteration 54F (30748.990000 sec): 3 clusters
  Score: Raw -147819.379946 + Penalty 2405.796744 = -145413.583202
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 77 (639 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (30749.040000 sec): 2 clusters
  Score: Raw -57711.176880 + Penalty 1049.734474 = -56661.442406
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (30749.050000 sec): 3 clusters
  Score: Raw -57591.963476 + Penalty 2099.468948 = -55492.494528
  nChanged 144
		SP:Iteration 1F (30749.070000 sec): 3 clusters
  Score: Raw -57754.563899 + Penalty 2099.468948 = -55655.094951
  nChanged 51
		SP:Iteration 2F (30749.080000 sec): 3 clusters
  Score: Raw -57840.424820 + Penalty 2099.468948 = -55740.955873
  nChanged 34
		SP:Iteration 3F (30749.090000 sec): 3 clusters
  Score: Raw -57897.041640 + Penalty 2099.468948 = -55797.572692
  nChanged 25
		SP:Iteration 4Q (30749.110000 sec): 3 clusters
  Score: Raw -57968.748081 + Penalty 2099.468948 = -55869.279133
  nChanged 17
		SP:Iteration 5Q (30749.120000 sec): 3 clusters
  Score: Raw -58010.025137 + Penalty 2099.468948 = -55910.556189
  nChanged 17
		SP:Iteration 6Q (30749.130000 sec): 3 clusters
  Score: Raw -58041.014719 + Penalty 2099.468948 = -55941.545771
  nChanged 18
		SP:Iteration 7Q (30749.150000 sec): 3 clusters
  Score: Raw -58093.168064 + Penalty 2099.468948 = -55993.699116
  nChanged 12
		SP:Iteration 8Q (30749.160000 sec): 3 clusters
  Score: Raw -58120.834489 + Penalty 2099.468948 = -56021.365541
  nChanged 9
		SP:Iteration 9Q (30749.170000 sec): 3 clusters
  Score: Raw -58137.479356 + Penalty 2099.468948 = -56038.010408
  nChanged 9
		SP:Iteration 10Q (30749.190000 sec): 3 clusters
  Score: Raw -58153.655014 + Penalty 2099.468948 = -56054.186066
  nChanged 6
		SP:Iteration 11Q (30749.200000 sec): 3 clusters
  Score: Raw -58160.385528 + Penalty 2099.468948 = -56060.916581
  nChanged 5
		SP:Iteration 12Q (30749.220000 sec): 3 clusters
  Score: Raw -58175.495211 + Penalty 2099.468948 = -56076.026263
  nChanged 9
		SP:Iteration 13Q (30749.230000 sec): 3 clusters
  Score: Raw -58185.963043 + Penalty 2099.468948 = -56086.494095
  nChanged 7
		SP:Iteration 14Q (30749.240000 sec): 3 clusters
  Score: Raw -58199.016525 + Penalty 2099.468948 = -56099.547577
  nChanged 8
		SP:Iteration 15Q (30749.260000 sec): 3 clusters
  Score: Raw -58213.326261 + Penalty 2099.468948 = -56113.857313
  nChanged 4
		SP:Iteration 16Q (30749.270000 sec): 3 clusters
  Score: Raw -58219.424686 + Penalty 2099.468948 = -56119.955739
  nChanged 3
		SP:Iteration 17Q (30749.280000 sec): 3 clusters
  Score: Raw -58226.003730 + Penalty 2099.468948 = -56126.534783
  nChanged 3
		SP:Iteration 18Q (30749.300000 sec): 3 clusters
  Score: Raw -58231.219940 + Penalty 2099.468948 = -56131.750992
  nChanged 1
		SP:Iteration 19Q (30749.310000 sec): 3 clusters
  Score: Raw -58232.809179 + Penalty 2099.468948 = -56133.340232
  nChanged 0
		SP:Iteration 20F (30749.320000 sec): 3 clusters
  Score: Raw -58232.809179 + Penalty 2099.468948 = -56133.340232
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 78 (2963 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (30749.390000 sec): 2 clusters
  Score: Raw -249479.464821 + Penalty 1299.018101 = -248180.446720
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (30749.450000 sec): 3 clusters
  Score: Raw -248104.421562 + Penalty 2598.036203 = -245506.385359
  nChanged 1099
		SP:Iteration 1F (30749.510000 sec): 3 clusters
  Score: Raw -248781.599799 + Penalty 2598.036203 = -246183.563596
  nChanged 237
		SP:Iteration 2F (30749.570000 sec): 3 clusters
  Score: Raw -248911.776832 + Penalty 2598.036203 = -246313.740629
  nChanged 143
		SP:Iteration 3Q (30749.630000 sec): 3 clusters
  Score: Raw -248993.736921 + Penalty 2598.036203 = -246395.700718
  nChanged 108
		SP:Iteration 4Q (30749.690000 sec): 3 clusters
  Score: Raw -249041.666675 + Penalty 2598.036203 = -246443.630472
  nChanged 62
		SP:Iteration 5Q (30749.750000 sec): 3 clusters
  Score: Raw -249067.258655 + Penalty 2598.036203 = -246469.222452
  nChanged 44
		SP:Iteration 6Q (30749.810000 sec): 3 clusters
  Score: Raw -249085.338401 + Penalty 2598.036203 = -246487.302198
  nChanged 45
		SP:Iteration 7Q (30749.860000 sec): 3 clusters
  Score: Raw -249106.727753 + Penalty 2598.036203 = -246508.691550
  nChanged 58
		SP:Iteration 8Q (30749.920000 sec): 3 clusters
  Score: Raw -249135.044629 + Penalty 2598.036203 = -246537.008426
  nChanged 59
		SP:Iteration 9Q (30749.980000 sec): 3 clusters
  Score: Raw -249165.575510 + Penalty 2598.036203 = -246567.539307
  nChanged 63
		SP:Iteration 10Q (30750.040000 sec): 3 clusters
  Score: Raw -249194.818384 + Penalty 2598.036203 = -246596.782181
  nChanged 53
		SP:Iteration 11Q (30750.090000 sec): 3 clusters
  Score: Raw -249217.440874 + Penalty 2598.036203 = -246619.404671
  nChanged 54
		SP:Iteration 12Q (30750.150000 sec): 3 clusters
  Score: Raw -249249.790377 + Penalty 2598.036203 = -246651.754174
  nChanged 63
		SP:Iteration 13Q (30750.210000 sec): 3 clusters
  Score: Raw -249286.101823 + Penalty 2598.036203 = -246688.065620
  nChanged 60
		SP:Iteration 14Q (30750.270000 sec): 3 clusters
  Score: Raw -249321.759351 + Penalty 2598.036203 = -246723.723148
  nChanged 80
		SP:Iteration 15Q (30750.330000 sec): 3 clusters
  Score: Raw -249382.515294 + Penalty 2598.036203 = -246784.479092
  nChanged 77
		SP:Iteration 16Q (30750.380000 sec): 3 clusters
  Score: Raw -249446.690906 + Penalty 2598.036203 = -246848.654703
  nChanged 86
		SP:Iteration 17Q (30750.440000 sec): 3 clusters
  Score: Raw -249521.821554 + Penalty 2598.036203 = -246923.785351
  nChanged 78
		SP:Iteration 18Q (30750.500000 sec): 3 clusters
  Score: Raw -249576.850021 + Penalty 2598.036203 = -246978.813818
  nChanged 45
		SP:Iteration 19Q (30750.550000 sec): 3 clusters
  Score: Raw -249608.677011 + Penalty 2598.036203 = -247010.640808
  nChanged 36
		SP:Iteration 20F (30750.610000 sec): 3 clusters
  Score: Raw -249634.189223 + Penalty 2598.036203 = -247036.153020
  nChanged 37
		SP:Iteration 21Q (30750.670000 sec): 3 clusters
  Score: Raw -249662.092499 + Penalty 2598.036203 = -247064.056296
  nChanged 27
		SP:Iteration 22Q (30750.730000 sec): 3 clusters
  Score: Raw -249681.050980 + Penalty 2598.036203 = -247083.014777
  nChanged 24
		SP:Iteration 23Q (30750.780000 sec): 3 clusters
  Score: Raw -249703.870365 + Penalty 2598.036203 = -247105.834162
  nChanged 20
		SP:Iteration 24Q (30750.840000 sec): 3 clusters
  Score: Raw -249728.240973 + Penalty 2598.036203 = -247130.204770
  nChanged 22
		SP:Iteration 25Q (30750.890000 sec): 3 clusters
  Score: Raw -249747.765338 + Penalty 2598.036203 = -247149.729135
  nChanged 16
		SP:Iteration 26Q (30750.950000 sec): 3 clusters
  Score: Raw -249762.705345 + Penalty 2598.036203 = -247164.669142
  nChanged 7
		SP:Iteration 27Q (30751.010000 sec): 3 clusters
  Score: Raw -249768.562095 + Penalty 2598.036203 = -247170.525892
  nChanged 9
		SP:Iteration 28Q (30751.060000 sec): 3 clusters
  Score: Raw -249779.304856 + Penalty 2598.036203 = -247181.268653
  nChanged 9
		SP:Iteration 29Q (30751.110000 sec): 3 clusters
  Score: Raw -249786.081596 + Penalty 2598.036203 = -247188.045393
  nChanged 11
		SP:Iteration 30Q (30751.170000 sec): 3 clusters
  Score: Raw -249797.158820 + Penalty 2598.036203 = -247199.122617
  nChanged 12
		SP:Iteration 31Q (30751.230000 sec): 3 clusters
  Score: Raw -249806.838769 + Penalty 2598.036203 = -247208.802566
  nChanged 6
		SP:Iteration 32Q (30751.280000 sec): 3 clusters
  Score: Raw -249812.212266 + Penalty 2598.036203 = -247214.176063
  nChanged 5
		SP:Iteration 33Q (30751.340000 sec): 3 clusters
  Score: Raw -249814.998412 + Penalty 2598.036203 = -247216.962209
  nChanged 2
		SP:Iteration 34Q (30751.390000 sec): 3 clusters
  Score: Raw -249816.917170 + Penalty 2598.036203 = -247218.880967
  nChanged 2
		SP:Iteration 35Q (30751.450000 sec): 3 clusters
  Score: Raw -249818.659792 + Penalty 2598.036203 = -247220.623589
  nChanged 3
		SP:Iteration 36Q (30751.500000 sec): 3 clusters
  Score: Raw -249820.454442 + Penalty 2598.036203 = -247222.418239
  nChanged 1
		SP:Iteration 37Q (30751.560000 sec): 3 clusters
  Score: Raw -249821.007260 + Penalty 2598.036203 = -247222.971057
  nChanged 2
		SP:Iteration 38Q (30751.610000 sec): 3 clusters
  Score: Raw -249822.020945 + Penalty 2598.036203 = -247223.984742
  nChanged 1
		SP:Iteration 39Q (30751.670000 sec): 3 clusters
  Score: Raw -249822.540977 + Penalty 2598.036203 = -247224.504774
  nChanged 1
		SP:Iteration 40F (30751.720000 sec): 3 clusters
  Score: Raw -249822.817186 + Penalty 2598.036203 = -247224.780983
  nChanged 1
		SP:Iteration 41Q (30751.780000 sec): 3 clusters
  Score: Raw -249822.998344 + Penalty 2598.036203 = -247224.962141
  nChanged 0
		SP:Iteration 42F (30751.830000 sec): 3 clusters
  Score: Raw -249822.998344 + Penalty 2598.036203 = -247224.962141
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 79 (1598 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (30751.900000 sec): 2 clusters
  Score: Raw -124624.662395 + Penalty 1198.682571 = -123425.979825
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (30751.930000 sec): 3 clusters
  Score: Raw -123968.641655 + Penalty 2397.365141 = -121571.276514
  nChanged 543
		SP:Iteration 1F (30751.960000 sec): 3 clusters
  Score: Raw -124379.118913 + Penalty 2397.365141 = -121981.753772
  nChanged 143
		SP:Iteration 2F (30751.990000 sec): 3 clusters
  Score: Raw -124550.334838 + Penalty 2397.365141 = -122152.969697
  nChanged 106
		SP:Iteration 3F (30752.020000 sec): 3 clusters
  Score: Raw -124680.053772 + Penalty 2397.365141 = -122282.688631
  nChanged 81
		SP:Iteration 4F (30752.050000 sec): 3 clusters
  Score: Raw -124811.371473 + Penalty 2397.365141 = -122414.006332
  nChanged 79
		SP:Iteration 5Q (30752.090000 sec): 3 clusters
  Score: Raw -124937.310542 + Penalty 2397.365141 = -122539.945401
  nChanged 58
		SP:Iteration 6Q (30752.120000 sec): 3 clusters
  Score: Raw -125022.850064 + Penalty 2397.365141 = -122625.484923
  nChanged 49
		SP:Iteration 7Q (30752.150000 sec): 3 clusters
  Score: Raw -125074.330922 + Penalty 2397.365141 = -122676.965781
  nChanged 33
		SP:Iteration 8Q (30752.180000 sec): 3 clusters
  Score: Raw -125101.996407 + Penalty 2397.365141 = -122704.631266
  nChanged 16
		SP:Iteration 9Q (30752.210000 sec): 3 clusters
  Score: Raw -125114.642156 + Penalty 2397.365141 = -122717.277015
  nChanged 13
		SP:Iteration 10Q (30752.250000 sec): 3 clusters
  Score: Raw -125126.335747 + Penalty 2397.365141 = -122728.970606
  nChanged 14
		SP:Iteration 11Q (30752.270000 sec): 3 clusters
  Score: Raw -125137.785716 + Penalty 2397.365141 = -122740.420575
  nChanged 18
		SP:Iteration 12Q (30752.310000 sec): 3 clusters
  Score: Raw -125152.312672 + Penalty 2397.365141 = -122754.947531
  nChanged 16
		SP:Iteration 13Q (30752.340000 sec): 3 clusters
  Score: Raw -125171.008992 + Penalty 2397.365141 = -122773.643851
  nChanged 25
		SP:Iteration 14Q (30752.370000 sec): 3 clusters
  Score: Raw -125196.818382 + Penalty 2397.365141 = -122799.453241
  nChanged 13
		SP:Iteration 15Q (30752.400000 sec): 3 clusters
  Score: Raw -125206.904351 + Penalty 2397.365141 = -122809.539210
  nChanged 9
		SP:Iteration 16Q (30752.430000 sec): 3 clusters
  Score: Raw -125216.311194 + Penalty 2397.365141 = -122818.946053
  nChanged 12
		SP:Iteration 17Q (30752.460000 sec): 3 clusters
  Score: Raw -125223.531639 + Penalty 2397.365141 = -122826.166498
  nChanged 8
		SP:Iteration 18Q (30752.490000 sec): 3 clusters
  Score: Raw -125229.464668 + Penalty 2397.365141 = -122832.099527
  nChanged 5
		SP:Iteration 19Q (30752.530000 sec): 3 clusters
  Score: Raw -125232.587789 + Penalty 2397.365141 = -122835.222648
  nChanged 6
		SP:Iteration 20F (30752.560000 sec): 3 clusters
  Score: Raw -125237.761875 + Penalty 2397.365141 = -122840.396734
  nChanged 4
		SP:Iteration 21Q (30752.590000 sec): 3 clusters
  Score: Raw -125239.528713 + Penalty 2397.365141 = -122842.163572
  nChanged 3
		SP:Iteration 22Q (30752.620000 sec): 3 clusters
  Score: Raw -125241.565474 + Penalty 2397.365141 = -122844.200333
  nChanged 3
		SP:Iteration 23Q (30752.650000 sec): 3 clusters
  Score: Raw -125243.683909 + Penalty 2397.365141 = -122846.318768
  nChanged 3
		SP:Iteration 24Q (30752.680000 sec): 3 clusters
  Score: Raw -125245.684805 + Penalty 2397.365141 = -122848.319664
  nChanged 3
		SP:Iteration 25Q (30752.710000 sec): 3 clusters
  Score: Raw -125247.900246 + Penalty 2397.365141 = -122850.535105
  nChanged 2
		SP:Iteration 26Q (30752.750000 sec): 3 clusters
  Score: Raw -125249.572965 + Penalty 2397.365141 = -122852.207824
  nChanged 1
		SP:Iteration 27Q (30752.780000 sec): 3 clusters
  Score: Raw -125250.129730 + Penalty 2397.365141 = -122852.764588
  nChanged 0
		SP:Iteration 28F (30752.810000 sec): 3 clusters
  Score: Raw -125250.129730 + Penalty 2397.365141 = -122852.764588
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 80 (2131 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (30752.870000 sec): 2 clusters
  Score: Raw -174516.505195 + Penalty 1245.456328 = -173271.048868
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (30752.920000 sec): 3 clusters
  Score: Raw -173568.918747 + Penalty 2490.912655 = -171078.006092
  nChanged 767
		SP:Iteration 1F (30752.960000 sec): 3 clusters
  Score: Raw -174019.202164 + Penalty 2490.912655 = -171528.289509
  nChanged 160
		SP:Iteration 2F (30753.000000 sec): 3 clusters
  Score: Raw -174144.200123 + Penalty 2490.912655 = -171653.287467
  nChanged 111
		SP:Iteration 3F (30753.040000 sec): 3 clusters
  Score: Raw -174223.917352 + Penalty 2490.912655 = -171733.004697
  nChanged 95
		SP:Iteration 4Q (30753.080000 sec): 3 clusters
  Score: Raw -174295.240084 + Penalty 2490.912655 = -171804.327429
  nChanged 64
		SP:Iteration 5Q (30753.130000 sec): 3 clusters
  Score: Raw -174342.065119 + Penalty 2490.912655 = -171851.152463
  nChanged 53
		SP:Iteration 6Q (30753.170000 sec): 3 clusters
  Score: Raw -174371.661376 + Penalty 2490.912655 = -171880.748721
  nChanged 41
		SP:Iteration 7Q (30753.210000 sec): 3 clusters
  Score: Raw -174399.566215 + Penalty 2490.912655 = -171908.653559
  nChanged 40
		SP:Iteration 8Q (30753.250000 sec): 3 clusters
  Score: Raw -174432.259730 + Penalty 2490.912655 = -171941.347075
  nChanged 41
		SP:Iteration 9Q (30753.290000 sec): 3 clusters
  Score: Raw -174463.612808 + Penalty 2490.912655 = -171972.700153
  nChanged 33
		SP:Iteration 10Q (30753.330000 sec): 3 clusters
  Score: Raw -174485.808689 + Penalty 2490.912655 = -171994.896033
  nChanged 35
		SP:Iteration 11Q (30753.380000 sec): 3 clusters
  Score: Raw -174517.053091 + Penalty 2490.912655 = -172026.140436
  nChanged 38
		SP:Iteration 12Q (30753.420000 sec): 3 clusters
  Score: Raw -174552.819606 + Penalty 2490.912655 = -172061.906951
  nChanged 40
		SP:Iteration 13Q (30753.460000 sec): 3 clusters
  Score: Raw -174584.050210 + Penalty 2490.912655 = -172093.137554
  nChanged 35
		SP:Iteration 14Q (30753.500000 sec): 3 clusters
  Score: Raw -174606.985206 + Penalty 2490.912655 = -172116.072550
  nChanged 28
		SP:Iteration 15Q (30753.540000 sec): 3 clusters
  Score: Raw -174621.824159 + Penalty 2490.912655 = -172130.911504
  nChanged 23
		SP:Iteration 16Q (30753.590000 sec): 3 clusters
  Score: Raw -174634.355082 + Penalty 2490.912655 = -172143.442427
  nChanged 18
		SP:Iteration 17Q (30753.630000 sec): 3 clusters
  Score: Raw -174644.780406 + Penalty 2490.912655 = -172153.867751
  nChanged 20
		SP:Iteration 18Q (30753.670000 sec): 3 clusters
  Score: Raw -174661.814642 + Penalty 2490.912655 = -172170.901987
  nChanged 24
		SP:Iteration 19Q (30753.710000 sec): 3 clusters
  Score: Raw -174676.387456 + Penalty 2490.912655 = -172185.474801
  nChanged 24
		SP:Iteration 20F (30753.750000 sec): 3 clusters
  Score: Raw -174691.094617 + Penalty 2490.912655 = -172200.181962
  nChanged 20
		SP:Iteration 21Q (30753.790000 sec): 3 clusters
  Score: Raw -174705.554519 + Penalty 2490.912655 = -172214.641864
  nChanged 27
		SP:Iteration 22Q (30753.830000 sec): 3 clusters
  Score: Raw -174724.480376 + Penalty 2490.912655 = -172233.567720
  nChanged 26
		SP:Iteration 23Q (30753.880000 sec): 3 clusters
  Score: Raw -174737.841136 + Penalty 2490.912655 = -172246.928480
  nChanged 16
		SP:Iteration 24Q (30753.920000 sec): 3 clusters
  Score: Raw -174744.648415 + Penalty 2490.912655 = -172253.735759
  nChanged 14
		SP:Iteration 25Q (30753.960000 sec): 3 clusters
  Score: Raw -174751.600843 + Penalty 2490.912655 = -172260.688188
  nChanged 11
		SP:Iteration 26Q (30754.000000 sec): 3 clusters
  Score: Raw -174759.247449 + Penalty 2490.912655 = -172268.334794
  nChanged 7
		SP:Iteration 27Q (30754.040000 sec): 3 clusters
  Score: Raw -174764.652509 + Penalty 2490.912655 = -172273.739854
  nChanged 11
		SP:Iteration 28Q (30754.090000 sec): 3 clusters
  Score: Raw -174774.489988 + Penalty 2490.912655 = -172283.577333
  nChanged 8
		SP:Iteration 29Q (30754.130000 sec): 3 clusters
  Score: Raw -174782.986004 + Penalty 2490.912655 = -172292.073348
  nChanged 9
		SP:Iteration 30Q (30754.180000 sec): 3 clusters
  Score: Raw -174789.952721 + Penalty 2490.912655 = -172299.040066
  nChanged 15
		SP:Iteration 31Q (30754.220000 sec): 3 clusters
  Score: Raw -174798.277548 + Penalty 2490.912655 = -172307.364893
  nChanged 17
		SP:Iteration 32Q (30754.260000 sec): 3 clusters
  Score: Raw -174808.192380 + Penalty 2490.912655 = -172317.279725
  nChanged 11
		SP:Iteration 33Q (30754.300000 sec): 3 clusters
  Score: Raw -174815.001675 + Penalty 2490.912655 = -172324.089019
  nChanged 10
		SP:Iteration 34Q (30754.350000 sec): 3 clusters
  Score: Raw -174820.243421 + Penalty 2490.912655 = -172329.330765
  nChanged 8
		SP:Iteration 35Q (30754.390000 sec): 3 clusters
  Score: Raw -174824.783898 + Penalty 2490.912655 = -172333.871243
  nChanged 10
		SP:Iteration 36Q (30754.430000 sec): 3 clusters
  Score: Raw -174832.662482 + Penalty 2490.912655 = -172341.749826
  nChanged 14
		SP:Iteration 37Q (30754.470000 sec): 3 clusters
  Score: Raw -174840.569438 + Penalty 2490.912655 = -172349.656783
  nChanged 12
		SP:Iteration 38Q (30754.510000 sec): 3 clusters
  Score: Raw -174848.097882 + Penalty 2490.912655 = -172357.185226
  nChanged 14
		SP:Iteration 39Q (30754.550000 sec): 3 clusters
  Score: Raw -174858.234178 + Penalty 2490.912655 = -172367.321523
  nChanged 17
		SP:Iteration 40F (30754.600000 sec): 3 clusters
  Score: Raw -174871.912449 + Penalty 2490.912655 = -172380.999793
  nChanged 17
		SP:Iteration 41Q (30754.640000 sec): 3 clusters
  Score: Raw -174883.807080 + Penalty 2490.912655 = -172392.894425
  nChanged 11
		SP:Iteration 42Q (30754.680000 sec): 3 clusters
  Score: Raw -174888.807519 + Penalty 2490.912655 = -172397.894863
  nChanged 10
		SP:Iteration 43Q (30754.720000 sec): 3 clusters
  Score: Raw -174894.547468 + Penalty 2490.912655 = -172403.634813
  nChanged 13
		SP:Iteration 44Q (30754.760000 sec): 3 clusters
  Score: Raw -174904.161944 + Penalty 2490.912655 = -172413.249288
  nChanged 12
		SP:Iteration 45Q (30754.800000 sec): 3 clusters
  Score: Raw -174913.171028 + Penalty 2490.912655 = -172422.258373
  nChanged 14
		SP:Iteration 46Q (30754.840000 sec): 3 clusters
  Score: Raw -174920.833226 + Penalty 2490.912655 = -172429.920571
  nChanged 9
		SP:Iteration 47Q (30754.880000 sec): 3 clusters
  Score: Raw -174927.837380 + Penalty 2490.912655 = -172436.924725
  nChanged 16
		SP:Iteration 48Q (30754.920000 sec): 3 clusters
  Score: Raw -174939.555036 + Penalty 2490.912655 = -172448.642381
  nChanged 18
		SP:Iteration 49Q (30754.970000 sec): 3 clusters
  Score: Raw -174955.415845 + Penalty 2490.912655 = -172464.503189
  nChanged 14
		SP:Iteration 50Q (30755.010000 sec): 3 clusters
  Score: Raw -174966.255109 + Penalty 2490.912655 = -172475.342454
  nChanged 10
		SP:Iteration 51Q (30755.050000 sec): 3 clusters
  Score: Raw -174973.219586 + Penalty 2490.912655 = -172482.306931
  nChanged 15
		SP:Iteration 52Q (30755.090000 sec): 3 clusters
  Score: Raw -174986.661956 + Penalty 2490.912655 = -172495.749301
  nChanged 15
		SP:Iteration 53Q (30755.130000 sec): 3 clusters
  Score: Raw -175000.549256 + Penalty 2490.912655 = -172509.636600
  nChanged 23
		SP:Iteration 54Q (30755.170000 sec): 3 clusters
  Score: Raw -175021.624098 + Penalty 2490.912655 = -172530.711443
  nChanged 23
		SP:Iteration 55Q (30755.210000 sec): 3 clusters
  Score: Raw -175040.984179 + Penalty 2490.912655 = -172550.071524
  nChanged 19
		SP:Iteration 56Q (30755.250000 sec): 3 clusters
  Score: Raw -175052.514496 + Penalty 2490.912655 = -172561.601840
  nChanged 22
		SP:Iteration 57Q (30755.300000 sec): 3 clusters
  Score: Raw -175071.241013 + Penalty 2490.912655 = -172580.328358
  nChanged 19
		SP:Iteration 58Q (30755.340000 sec): 3 clusters
  Score: Raw -175088.313176 + Penalty 2490.912655 = -172597.400520
  nChanged 13
		SP:Iteration 59Q (30755.380000 sec): 3 clusters
  Score: Raw -175098.723791 + Penalty 2490.912655 = -172607.811136
  nChanged 8
		SP:Iteration 60F (30755.420000 sec): 3 clusters
  Score: Raw -175104.655641 + Penalty 2490.912655 = -172613.742986
  nChanged 11
		SP:Iteration 61Q (30755.460000 sec): 3 clusters
  Score: Raw -175116.064308 + Penalty 2490.912655 = -172625.151653
  nChanged 16
		SP:Iteration 62Q (30755.500000 sec): 3 clusters
  Score: Raw -175129.730536 + Penalty 2490.912655 = -172638.817880
  nChanged 15
		SP:Iteration 63Q (30755.540000 sec): 3 clusters
  Score: Raw -175138.221561 + Penalty 2490.912655 = -172647.308906
  nChanged 8
		SP:Iteration 64Q (30755.580000 sec): 3 clusters
  Score: Raw -175141.770082 + Penalty 2490.912655 = -172650.857426
  nChanged 6
		SP:Iteration 65Q (30755.620000 sec): 3 clusters
  Score: Raw -175145.829616 + Penalty 2490.912655 = -172654.916961
  nChanged 5
		SP:Iteration 66Q (30755.660000 sec): 3 clusters
  Score: Raw -175148.727309 + Penalty 2490.912655 = -172657.814654
  nChanged 3
		SP:Iteration 67Q (30755.700000 sec): 3 clusters
  Score: Raw -175150.662866 + Penalty 2490.912655 = -172659.750210
  nChanged 3
		SP:Iteration 68Q (30755.740000 sec): 3 clusters
  Score: Raw -175151.984037 + Penalty 2490.912655 = -172661.071382
  nChanged 5
		SP:Iteration 69Q (30755.780000 sec): 3 clusters
  Score: Raw -175154.763553 + Penalty 2490.912655 = -172663.850898
  nChanged 2
		SP:Iteration 70Q (30755.820000 sec): 3 clusters
  Score: Raw -175155.496438 + Penalty 2490.912655 = -172664.583783
  nChanged 1
		SP:Iteration 71Q (30755.860000 sec): 3 clusters
  Score: Raw -175155.767249 + Penalty 2490.912655 = -172664.854593
  nChanged 0
		SP:Iteration 72F (30755.900000 sec): 3 clusters
  Score: Raw -175155.767249 + Penalty 2490.912655 = -172664.854593
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 81 (1857 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (30755.970000 sec): 2 clusters
  Score: Raw -155312.690030 + Penalty 1223.091604 = -154089.598427
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (30756.000000 sec): 3 clusters
  Score: Raw -154519.760220 + Penalty 2446.183207 = -152073.577012
  nChanged 666
		SP:Iteration 1F (30756.040000 sec): 3 clusters
  Score: Raw -154975.435704 + Penalty 2446.183207 = -152529.252496
  nChanged 150
		SP:Iteration 2F (30756.080000 sec): 3 clusters
  Score: Raw -155095.679891 + Penalty 2446.183207 = -152649.496684
  nChanged 97
		SP:Iteration 3F (30756.110000 sec): 3 clusters
  Score: Raw -155178.000476 + Penalty 2446.183207 = -152731.817268
  nChanged 71
		SP:Iteration 4Q (30756.150000 sec): 3 clusters
  Score: Raw -155223.983607 + Penalty 2446.183207 = -152777.800399
  nChanged 45
		SP:Iteration 5Q (30756.180000 sec): 3 clusters
  Score: Raw -155257.037857 + Penalty 2446.183207 = -152810.854650
  nChanged 36
		SP:Iteration 6Q (30756.220000 sec): 3 clusters
  Score: Raw -155282.601474 + Penalty 2446.183207 = -152836.418266
  nChanged 36
		SP:Iteration 7Q (30756.260000 sec): 3 clusters
  Score: Raw -155304.694813 + Penalty 2446.183207 = -152858.511606
  nChanged 33
		SP:Iteration 8Q (30756.300000 sec): 3 clusters
  Score: Raw -155319.814605 + Penalty 2446.183207 = -152873.631398
  nChanged 14
		SP:Iteration 9Q (30756.330000 sec): 3 clusters
  Score: Raw -155327.855538 + Penalty 2446.183207 = -152881.672330
  nChanged 6
		SP:Iteration 10Q (30756.370000 sec): 3 clusters
  Score: Raw -155330.366075 + Penalty 2446.183207 = -152884.182868
  nChanged 4
		SP:Iteration 11Q (30756.400000 sec): 3 clusters
  Score: Raw -155331.772309 + Penalty 2446.183207 = -152885.589102
  nChanged 5
		SP:Iteration 12Q (30756.440000 sec): 3 clusters
  Score: Raw -155333.475454 + Penalty 2446.183207 = -152887.292246
  nChanged 3
		SP:Iteration 13Q (30756.480000 sec): 3 clusters
  Score: Raw -155335.216470 + Penalty 2446.183207 = -152889.033262
  nChanged 5
		SP:Iteration 14Q (30756.510000 sec): 3 clusters
  Score: Raw -155337.379886 + Penalty 2446.183207 = -152891.196679
  nChanged 5
		SP:Iteration 15Q (30756.550000 sec): 3 clusters
  Score: Raw -155340.481272 + Penalty 2446.183207 = -152894.298065
  nChanged 6
		SP:Iteration 16Q (30756.580000 sec): 3 clusters
  Score: Raw -155343.832794 + Penalty 2446.183207 = -152897.649587
  nChanged 6
		SP:Iteration 17Q (30756.620000 sec): 3 clusters
  Score: Raw -155346.127167 + Penalty 2446.183207 = -152899.943959
  nChanged 3
		SP:Iteration 18Q (30756.660000 sec): 3 clusters
  Score: Raw -155347.528754 + Penalty 2446.183207 = -152901.345547
  nChanged 3
		SP:Iteration 19Q (30756.700000 sec): 3 clusters
  Score: Raw -155349.043689 + Penalty 2446.183207 = -152902.860481
  nChanged 1
		SP:Iteration 20F (30756.730000 sec): 3 clusters
  Score: Raw -155349.402797 + Penalty 2446.183207 = -152903.219589
  nChanged 2
		SP:Iteration 21Q (30756.770000 sec): 3 clusters
  Score: Raw -155350.037041 + Penalty 2446.183207 = -152903.853833
  nChanged 3
		SP:Iteration 22Q (30756.800000 sec): 3 clusters
  Score: Raw -155352.398679 + Penalty 2446.183207 = -152906.215471
  nChanged 4
		SP:Iteration 23Q (30756.840000 sec): 3 clusters
  Score: Raw -155353.645345 + Penalty 2446.183207 = -152907.462137
  nChanged 1
		SP:Iteration 24Q (30756.880000 sec): 3 clusters
  Score: Raw -155353.887548 + Penalty 2446.183207 = -152907.704341
  nChanged 2
		SP:Iteration 25Q (30756.910000 sec): 3 clusters
  Score: Raw -155354.223488 + Penalty 2446.183207 = -152908.040280
  nChanged 1
		SP:Iteration 26Q (30756.950000 sec): 3 clusters
  Score: Raw -155354.663521 + Penalty 2446.183207 = -152908.480313
  nChanged 0
		SP:Iteration 27F (30756.980000 sec): 3 clusters
  Score: Raw -155354.663521 + Penalty 2446.183207 = -152908.480313
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 82 (10321 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (30757.110000 sec): 2 clusters
  Score: Raw -897463.960982 + Penalty 1501.814589 = -895962.146393
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (30757.280000 sec): 3 clusters
  Score: Raw -891607.133541 + Penalty 3003.629178 = -888603.504363
  nChanged 4449
		SP:Iteration 1F (30757.420000 sec): 3 clusters
  Score: Raw -894061.795110 + Penalty 3003.629178 = -891058.165932
  nChanged 671
		SP:Iteration 2F (30757.600000 sec): 3 clusters
  Score: Raw -894386.617143 + Penalty 3003.629178 = -891382.987965
  nChanged 573
		SP:Iteration 3F (30757.750000 sec): 3 clusters
  Score: Raw -894677.243109 + Penalty 3003.629178 = -891673.613931
  nChanged 556
		SP:Iteration 4F (30757.920000 sec): 3 clusters
  Score: Raw -894957.678441 + Penalty 3003.629178 = -891954.049262
  nChanged 502
		SP:Iteration 5Q (30758.080000 sec): 3 clusters
  Score: Raw -895215.177384 + Penalty 3003.629178 = -892211.548206
  nChanged 461
		SP:Iteration 6Q (30758.230000 sec): 3 clusters
  Score: Raw -895437.952328 + Penalty 3003.629178 = -892434.323150
  nChanged 420
		SP:Iteration 7Q (30758.470000 sec): 3 clusters
  Score: Raw -895657.380612 + Penalty 3003.629178 = -892653.751433
  nChanged 420
		SP:Iteration 8Q (30758.700000 sec): 3 clusters
  Score: Raw -895894.998367 + Penalty 3003.629178 = -892891.369189
  nChanged 424
		SP:Iteration 9Q (30758.920000 sec): 3 clusters
  Score: Raw -896137.626480 + Penalty 3003.629178 = -893133.997302
  nChanged 412
		SP:Iteration 10Q (30759.140000 sec): 3 clusters
  Score: Raw -896385.711753 + Penalty 3003.629178 = -893382.082574
  nChanged 375
		SP:Iteration 11Q (30759.360000 sec): 3 clusters
  Score: Raw -896614.286508 + Penalty 3003.629178 = -893610.657330
  nChanged 314
		SP:Iteration 12Q (30759.590000 sec): 3 clusters
  Score: Raw -896807.891944 + Penalty 3003.629178 = -893804.262766
  nChanged 277
		SP:Iteration 13Q (30759.810000 sec): 3 clusters
  Score: Raw -896987.765766 + Penalty 3003.629178 = -893984.136588
  nChanged 233
		SP:Iteration 14Q (30760.040000 sec): 3 clusters
  Score: Raw -897128.931749 + Penalty 3003.629178 = -894125.302570
  nChanged 217
		SP:Iteration 15Q (30760.260000 sec): 3 clusters
  Score: Raw -897263.011990 + Penalty 3003.629178 = -894259.382811
  nChanged 157
		SP:Iteration 16Q (30760.480000 sec): 3 clusters
  Score: Raw -897373.051641 + Penalty 3003.629178 = -894369.422463
  nChanged 150
		SP:Iteration 17Q (30760.700000 sec): 3 clusters
  Score: Raw -897472.863054 + Penalty 3003.629178 = -894469.233876
  nChanged 137
		SP:Iteration 18Q (30760.930000 sec): 3 clusters
  Score: Raw -897549.091474 + Penalty 3003.629178 = -894545.462296
  nChanged 107
		SP:Iteration 19Q (30761.150000 sec): 3 clusters
  Score: Raw -897609.313339 + Penalty 3003.629178 = -894605.684161
  nChanged 81
		SP:Iteration 20F (30761.380000 sec): 3 clusters
  Score: Raw -897656.309042 + Penalty 3003.629178 = -894652.679864
  nChanged 78
		SP:Iteration 21Q (30761.600000 sec): 3 clusters
  Score: Raw -897708.980238 + Penalty 3003.629178 = -894705.351059
  nChanged 59
		SP:Iteration 22Q (30761.820000 sec): 3 clusters
  Score: Raw -897760.472683 + Penalty 3003.629178 = -894756.843504
  nChanged 62
		SP:Iteration 23Q (30762.050000 sec): 3 clusters
  Score: Raw -897797.120130 + Penalty 3003.629178 = -894793.490952
  nChanged 48
		SP:Iteration 24Q (30762.270000 sec): 3 clusters
  Score: Raw -897826.024052 + Penalty 3003.629178 = -894822.394873
  nChanged 42
		SP:Iteration 25Q (30762.500000 sec): 3 clusters
  Score: Raw -897848.177062 + Penalty 3003.629178 = -894844.547883
  nChanged 39
		SP:Iteration 26Q (30762.720000 sec): 3 clusters
  Score: Raw -897866.867545 + Penalty 3003.629178 = -894863.238366
  nChanged 31
		SP:Iteration 27Q (30762.940000 sec): 3 clusters
  Score: Raw -897884.633646 + Penalty 3003.629178 = -894881.004468
  nChanged 25
		SP:Iteration 28Q (30763.170000 sec): 3 clusters
  Score: Raw -897896.089066 + Penalty 3003.629178 = -894892.459888
  nChanged 17
		SP:Iteration 29Q (30763.390000 sec): 3 clusters
  Score: Raw -897902.216274 + Penalty 3003.629178 = -894898.587096
  nChanged 18
		SP:Iteration 30Q (30763.620000 sec): 3 clusters
  Score: Raw -897910.198449 + Penalty 3003.629178 = -894906.569271
  nChanged 13
		SP:Iteration 31Q (30763.840000 sec): 3 clusters
  Score: Raw -897918.772625 + Penalty 3003.629178 = -894915.143446
  nChanged 16
		SP:Iteration 32Q (30764.070000 sec): 3 clusters
  Score: Raw -897929.083357 + Penalty 3003.629178 = -894925.454179
  nChanged 19
		SP:Iteration 33Q (30764.290000 sec): 3 clusters
  Score: Raw -897937.982080 + Penalty 3003.629178 = -894934.352902
  nChanged 16
		SP:Iteration 34Q (30764.510000 sec): 3 clusters
  Score: Raw -897944.068484 + Penalty 3003.629178 = -894940.439306
  nChanged 11
		SP:Iteration 35Q (30764.730000 sec): 3 clusters
  Score: Raw -897948.971426 + Penalty 3003.629178 = -894945.342248
  nChanged 12
		SP:Iteration 36Q (30764.960000 sec): 3 clusters
  Score: Raw -897953.245529 + Penalty 3003.629178 = -894949.616351
  nChanged 8
		SP:Iteration 37Q (30765.180000 sec): 3 clusters
  Score: Raw -897956.227159 + Penalty 3003.629178 = -894952.597980
  nChanged 3
		SP:Iteration 38Q (30765.410000 sec): 3 clusters
  Score: Raw -897958.073522 + Penalty 3003.629178 = -894954.444344
  nChanged 3
		SP:Iteration 39Q (30765.630000 sec): 3 clusters
  Score: Raw -897959.301438 + Penalty 3003.629178 = -894955.672260
  nChanged 3
		SP:Iteration 40F (30765.850000 sec): 3 clusters
  Score: Raw -897960.087295 + Penalty 3003.629178 = -894956.458117
  nChanged 1
		SP:Iteration 41Q (30766.080000 sec): 3 clusters
  Score: Raw -897960.193630 + Penalty 3003.629178 = -894956.564452
  nChanged 1
		SP:Iteration 42Q (30766.300000 sec): 3 clusters
  Score: Raw -897960.577912 + Penalty 3003.629178 = -894956.948734
  nChanged 1
		SP:Iteration 43Q (30766.520000 sec): 3 clusters
  Score: Raw -897960.799583 + Penalty 3003.629178 = -894957.170404
  nChanged 0
		SP:Iteration 44F (30766.750000 sec): 3 clusters
  Score: Raw -897960.799583 + Penalty 3003.629178 = -894957.170404
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 83 (1164 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (30766.850000 sec): 2 clusters
  Score: Raw -87719.152079 + Penalty 1147.187865 = -86571.964214
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (30767.020000 sec): 3 clusters
  Score: Raw -87388.498857 + Penalty 2294.375729 = -85094.123128
  nChanged 354
		SP:Iteration 1F (30767.200000 sec): 3 clusters
  Score: Raw -87745.059061 + Penalty 2294.375729 = -85450.683331
  nChanged 95
		SP:Iteration 2F (30767.250000 sec): 3 clusters
  Score: Raw -87850.282900 + Penalty 2294.375729 = -85555.907171
  nChanged 65
		SP:Iteration 3F (30767.270000 sec): 3 clusters
  Score: Raw -87927.601179 + Penalty 2294.375729 = -85633.225450
  nChanged 51
		SP:Iteration 4Q (30767.300000 sec): 3 clusters
  Score: Raw -87994.645695 + Penalty 2294.375729 = -85700.269966
  nChanged 34
		SP:Iteration 5Q (30767.320000 sec): 3 clusters
  Score: Raw -88047.673238 + Penalty 2294.375729 = -85753.297508
  nChanged 33
		SP:Iteration 6Q (30767.350000 sec): 3 clusters
  Score: Raw -88092.978399 + Penalty 2294.375729 = -85798.602670
  nChanged 23
		SP:Iteration 7Q (30767.370000 sec): 3 clusters
  Score: Raw -88121.577355 + Penalty 2294.375729 = -85827.201626
  nChanged 20
		SP:Iteration 8Q (30767.390000 sec): 3 clusters
  Score: Raw -88141.147063 + Penalty 2294.375729 = -85846.771333
  nChanged 11
		SP:Iteration 9Q (30767.410000 sec): 3 clusters
  Score: Raw -88151.805741 + Penalty 2294.375729 = -85857.430011
  nChanged 10
		SP:Iteration 10Q (30767.440000 sec): 3 clusters
  Score: Raw -88162.007785 + Penalty 2294.375729 = -85867.632056
  nChanged 10
		SP:Iteration 11Q (30767.460000 sec): 3 clusters
  Score: Raw -88175.286966 + Penalty 2294.375729 = -85880.911237
  nChanged 11
		SP:Iteration 12Q (30767.490000 sec): 3 clusters
  Score: Raw -88197.071157 + Penalty 2294.375729 = -85902.695428
  nChanged 12
		SP:Iteration 13Q (30767.510000 sec): 3 clusters
  Score: Raw -88220.324262 + Penalty 2294.375729 = -85925.948533
  nChanged 17
		SP:Iteration 14Q (30767.530000 sec): 3 clusters
  Score: Raw -88240.046805 + Penalty 2294.375729 = -85945.671076
  nChanged 9
		SP:Iteration 15Q (30767.560000 sec): 3 clusters
  Score: Raw -88253.486962 + Penalty 2294.375729 = -85959.111233
  nChanged 8
		SP:Iteration 16Q (30767.580000 sec): 3 clusters
  Score: Raw -88263.484779 + Penalty 2294.375729 = -85969.109049
  nChanged 10
		SP:Iteration 17Q (30767.600000 sec): 3 clusters
  Score: Raw -88271.911731 + Penalty 2294.375729 = -85977.536002
  nChanged 7
		SP:Iteration 18Q (30767.630000 sec): 3 clusters
  Score: Raw -88277.648399 + Penalty 2294.375729 = -85983.272670
  nChanged 10
		SP:Iteration 19Q (30767.650000 sec): 3 clusters
  Score: Raw -88288.159824 + Penalty 2294.375729 = -85993.784095
  nChanged 9
		SP:Iteration 20F (30767.670000 sec): 3 clusters
  Score: Raw -88298.743193 + Penalty 2294.375729 = -86004.367463
  nChanged 9
		SP:Iteration 21Q (30767.700000 sec): 3 clusters
  Score: Raw -88305.681260 + Penalty 2294.375729 = -86011.305531
  nChanged 7
		SP:Iteration 22Q (30767.720000 sec): 3 clusters
  Score: Raw -88317.450421 + Penalty 2294.375729 = -86023.074692
  nChanged 6
		SP:Iteration 23Q (30767.750000 sec): 3 clusters
  Score: Raw -88330.713223 + Penalty 2294.375729 = -86036.337493
  nChanged 5
		SP:Iteration 24Q (30767.770000 sec): 3 clusters
  Score: Raw -88351.410502 + Penalty 2294.375729 = -86057.034773
  nChanged 8
		SP:Iteration 25Q (30767.790000 sec): 3 clusters
  Score: Raw -88365.515668 + Penalty 2294.375729 = -86071.139939
  nChanged 4
		SP:Iteration 26Q (30767.810000 sec): 3 clusters
  Score: Raw -88371.154177 + Penalty 2294.375729 = -86076.778448
  nChanged 6
		SP:Iteration 27Q (30767.840000 sec): 3 clusters
  Score: Raw -88380.099468 + Penalty 2294.375729 = -86085.723739
  nChanged 6
		SP:Iteration 28Q (30767.860000 sec): 3 clusters
  Score: Raw -88389.617637 + Penalty 2294.375729 = -86095.241908
  nChanged 5
		SP:Iteration 29Q (30767.880000 sec): 3 clusters
  Score: Raw -88394.391734 + Penalty 2294.375729 = -86100.016005
  nChanged 4
		SP:Iteration 30Q (30767.910000 sec): 3 clusters
  Score: Raw -88399.759070 + Penalty 2294.375729 = -86105.383341
  nChanged 2
		SP:Iteration 31Q (30767.930000 sec): 3 clusters
  Score: Raw -88401.065081 + Penalty 2294.375729 = -86106.689352
  nChanged 1
		SP:Iteration 32Q (30767.950000 sec): 3 clusters
  Score: Raw -88403.747217 + Penalty 2294.375729 = -86109.371488
  nChanged 1
		SP:Iteration 33Q (30767.980000 sec): 3 clusters
  Score: Raw -88406.331591 + Penalty 2294.375729 = -86111.955862
  nChanged 2
		SP:Iteration 34Q (30768.000000 sec): 3 clusters
  Score: Raw -88407.854026 + Penalty 2294.375729 = -86113.478297
  nChanged 1
		SP:Iteration 35Q (30768.020000 sec): 3 clusters
  Score: Raw -88408.393405 + Penalty 2294.375729 = -86114.017676
  nChanged 1
		SP:Iteration 36Q (30768.050000 sec): 3 clusters
  Score: Raw -88409.736037 + Penalty 2294.375729 = -86115.360307
  nChanged 3
		SP:Iteration 37Q (30768.070000 sec): 3 clusters
  Score: Raw -88412.690117 + Penalty 2294.375729 = -86118.314388
  nChanged 2
		SP:Iteration 38Q (30768.090000 sec): 3 clusters
  Score: Raw -88413.320219 + Penalty 2294.375729 = -86118.944490
  nChanged 1
		SP:Iteration 39Q (30768.110000 sec): 3 clusters
  Score: Raw -88414.220566 + Penalty 2294.375729 = -86119.844837
  nChanged 1
		SP:Iteration 40F (30768.140000 sec): 3 clusters
  Score: Raw -88415.054513 + Penalty 2294.375729 = -86120.678783
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 84 (2011 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (30768.200000 sec): 2 clusters
  Score: Raw -165301.337265 + Penalty 1236.037951 = -164065.299314
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (30768.240000 sec): 3 clusters
  Score: Raw -164430.096783 + Penalty 2472.075902 = -161958.020881
  nChanged 715
		SP:Iteration 1F (30768.280000 sec): 3 clusters
  Score: Raw -164984.044188 + Penalty 2472.075902 = -162511.968287
  nChanged 202
		SP:Iteration 2F (30768.320000 sec): 3 clusters
  Score: Raw -165177.319621 + Penalty 2472.075902 = -162705.243719
  nChanged 129
		SP:Iteration 3F (30768.360000 sec): 3 clusters
  Score: Raw -165285.108555 + Penalty 2472.075902 = -162813.032654
  nChanged 90
		SP:Iteration 4Q (30768.400000 sec): 3 clusters
  Score: Raw -165359.402799 + Penalty 2472.075902 = -162887.326898
  nChanged 69
		SP:Iteration 5Q (30768.440000 sec): 3 clusters
  Score: Raw -165407.957590 + Penalty 2472.075902 = -162935.881688
  nChanged 57
		SP:Iteration 6Q (30768.480000 sec): 3 clusters
  Score: Raw -165459.895047 + Penalty 2472.075902 = -162987.819146
  nChanged 57
		SP:Iteration 7Q (30768.520000 sec): 3 clusters
  Score: Raw -165500.435127 + Penalty 2472.075902 = -163028.359225
  nChanged 40
		SP:Iteration 8Q (30768.560000 sec): 3 clusters
  Score: Raw -165525.024725 + Penalty 2472.075902 = -163052.948823
  nChanged 37
		SP:Iteration 9Q (30768.600000 sec): 3 clusters
  Score: Raw -165549.865107 + Penalty 2472.075902 = -163077.789205
  nChanged 39
		SP:Iteration 10Q (30768.630000 sec): 3 clusters
  Score: Raw -165573.872674 + Penalty 2472.075902 = -163101.796772
  nChanged 36
		SP:Iteration 11Q (30768.670000 sec): 3 clusters
  Score: Raw -165594.748800 + Penalty 2472.075902 = -163122.672898
  nChanged 35
		SP:Iteration 12Q (30768.710000 sec): 3 clusters
  Score: Raw -165615.727978 + Penalty 2472.075902 = -163143.652076
  nChanged 27
		SP:Iteration 13Q (30768.750000 sec): 3 clusters
  Score: Raw -165632.760031 + Penalty 2472.075902 = -163160.684129
  nChanged 28
		SP:Iteration 14Q (30768.790000 sec): 3 clusters
  Score: Raw -165648.726320 + Penalty 2472.075902 = -163176.650419
  nChanged 22
		SP:Iteration 15Q (30768.830000 sec): 3 clusters
  Score: Raw -165668.817145 + Penalty 2472.075902 = -163196.741243
  nChanged 23
		SP:Iteration 16Q (30768.870000 sec): 3 clusters
  Score: Raw -165682.766612 + Penalty 2472.075902 = -163210.690710
  nChanged 22
		SP:Iteration 17Q (30768.910000 sec): 3 clusters
  Score: Raw -165701.394494 + Penalty 2472.075902 = -163229.318593
  nChanged 27
		SP:Iteration 18Q (30768.950000 sec): 3 clusters
  Score: Raw -165720.636638 + Penalty 2472.075902 = -163248.560736
  nChanged 23
		SP:Iteration 19Q (30768.990000 sec): 3 clusters
  Score: Raw -165741.524910 + Penalty 2472.075902 = -163269.449008
  nChanged 28
		SP:Iteration 20F (30769.030000 sec): 3 clusters
  Score: Raw -165761.600599 + Penalty 2472.075902 = -163289.524697
  nChanged 28
		SP:Iteration 21Q (30769.070000 sec): 3 clusters
  Score: Raw -165785.446108 + Penalty 2472.075902 = -163313.370206
  nChanged 32
		SP:Iteration 22Q (30769.110000 sec): 3 clusters
  Score: Raw -165813.156678 + Penalty 2472.075902 = -163341.080776
  nChanged 31
		SP:Iteration 23Q (30769.150000 sec): 3 clusters
  Score: Raw -165842.232764 + Penalty 2472.075902 = -163370.156862
  nChanged 38
		SP:Iteration 24Q (30769.180000 sec): 3 clusters
  Score: Raw -165885.969160 + Penalty 2472.075902 = -163413.893258
  nChanged 33
		SP:Iteration 25Q (30769.220000 sec): 3 clusters
  Score: Raw -165931.353131 + Penalty 2472.075902 = -163459.277229
  nChanged 40
		SP:Iteration 26Q (30769.260000 sec): 3 clusters
  Score: Raw -165988.561854 + Penalty 2472.075902 = -163516.485952
  nChanged 38
		SP:Iteration 27Q (30769.300000 sec): 3 clusters
  Score: Raw -166052.780236 + Penalty 2472.075902 = -163580.704334
  nChanged 41
		SP:Iteration 28Q (30769.340000 sec): 3 clusters
  Score: Raw -166115.405590 + Penalty 2472.075902 = -163643.329688
  nChanged 38
		SP:Iteration 29Q (30769.370000 sec): 3 clusters
  Score: Raw -166168.760138 + Penalty 2472.075902 = -163696.684237
  nChanged 41
		SP:Iteration 30Q (30769.410000 sec): 3 clusters
  Score: Raw -166214.669389 + Penalty 2472.075902 = -163742.593487
  nChanged 26
		SP:Iteration 31Q (30769.450000 sec): 3 clusters
  Score: Raw -166244.022381 + Penalty 2472.075902 = -163771.946479
  nChanged 24
		SP:Iteration 32Q (30769.490000 sec): 3 clusters
  Score: Raw -166275.767646 + Penalty 2472.075902 = -163803.691744
  nChanged 26
		SP:Iteration 33Q (30769.530000 sec): 3 clusters
  Score: Raw -166318.359863 + Penalty 2472.075902 = -163846.283962
  nChanged 23
		SP:Iteration 34Q (30769.570000 sec): 3 clusters
  Score: Raw -166340.140360 + Penalty 2472.075902 = -163868.064459
  nChanged 15
		SP:Iteration 35Q (30769.600000 sec): 3 clusters
  Score: Raw -166354.536080 + Penalty 2472.075902 = -163882.460179
  nChanged 8
		SP:Iteration 36Q (30769.640000 sec): 3 clusters
  Score: Raw -166361.122272 + Penalty 2472.075902 = -163889.046371
  nChanged 6
		SP:Iteration 37Q (30769.680000 sec): 3 clusters
  Score: Raw -166366.419868 + Penalty 2472.075902 = -163894.343966
  nChanged 6
		SP:Iteration 38Q (30769.710000 sec): 3 clusters
  Score: Raw -166372.054261 + Penalty 2472.075902 = -163899.978360
  nChanged 9
		SP:Iteration 39Q (30769.750000 sec): 3 clusters
  Score: Raw -166377.529685 + Penalty 2472.075902 = -163905.453783
  nChanged 10
		SP:Iteration 40F (30769.790000 sec): 3 clusters
  Score: Raw -166385.267458 + Penalty 2472.075902 = -163913.191557
  nChanged 6
		SP:Iteration 41Q (30769.830000 sec): 3 clusters
  Score: Raw -166389.583026 + Penalty 2472.075902 = -163917.507124
  nChanged 3
		SP:Iteration 42Q (30769.870000 sec): 3 clusters
  Score: Raw -166394.077993 + Penalty 2472.075902 = -163922.002091
  nChanged 2
		SP:Iteration 43Q (30769.910000 sec): 3 clusters
  Score: Raw -166394.498915 + Penalty 2472.075902 = -163922.423013
  nChanged 0
		SP:Iteration 44F (30769.940000 sec): 3 clusters
  Score: Raw -166394.498915 + Penalty 2472.075902 = -163922.423013
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 85 (5193 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (30770.030000 sec): 2 clusters
  Score: Raw -433035.541801 + Penalty 1390.198362 = -431645.343439
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (30770.140000 sec): 3 clusters
  Score: Raw -430313.711386 + Penalty 2780.396724 = -427533.314662
  nChanged 2094
		SP:Iteration 1F (30770.230000 sec): 3 clusters
  Score: Raw -431532.402474 + Penalty 2780.396724 = -428752.005750
  nChanged 402
		SP:Iteration 2F (30770.330000 sec): 3 clusters
  Score: Raw -431781.219401 + Penalty 2780.396724 = -429000.822676
  nChanged 312
		SP:Iteration 3F (30770.420000 sec): 3 clusters
  Score: Raw -431954.957636 + Penalty 2780.396724 = -429174.560911
  nChanged 237
		SP:Iteration 4Q (30770.520000 sec): 3 clusters
  Score: Raw -432099.732997 + Penalty 2780.396724 = -429319.336273
  nChanged 206
		SP:Iteration 5Q (30770.620000 sec): 3 clusters
  Score: Raw -432238.073227 + Penalty 2780.396724 = -429457.676502
  nChanged 213
		SP:Iteration 6Q (30770.710000 sec): 3 clusters
  Score: Raw -432375.202101 + Penalty 2780.396724 = -429594.805377
  nChanged 211
		SP:Iteration 7Q (30770.810000 sec): 3 clusters
  Score: Raw -432530.686808 + Penalty 2780.396724 = -429750.290083
  nChanged 237
		SP:Iteration 8Q (30770.910000 sec): 3 clusters
  Score: Raw -432734.904150 + Penalty 2780.396724 = -429954.507426
  nChanged 267
		SP:Iteration 9F (30771.010000 sec): 3 clusters
  Score: Raw -432989.509973 + Penalty 2780.396724 = -430209.113249
  nChanged 263
		SP:Iteration 10F (30771.100000 sec): 3 clusters
  Score: Raw -433232.551992 + Penalty 2780.396724 = -430452.155268
  nChanged 210
		SP:Iteration 11Q (30771.200000 sec): 3 clusters
  Score: Raw -433395.116627 + Penalty 2780.396724 = -430614.719903
  nChanged 159
		SP:Iteration 12Q (30771.290000 sec): 3 clusters
  Score: Raw -433508.099947 + Penalty 2780.396724 = -430727.703223
  nChanged 114
		SP:Iteration 13Q (30771.390000 sec): 3 clusters
  Score: Raw -433582.892765 + Penalty 2780.396724 = -430802.496041
  nChanged 85
		SP:Iteration 14Q (30771.480000 sec): 3 clusters
  Score: Raw -433626.532477 + Penalty 2780.396724 = -430846.135753
  nChanged 63
		SP:Iteration 15Q (30771.570000 sec): 3 clusters
  Score: Raw -433664.017751 + Penalty 2780.396724 = -430883.621027
  nChanged 71
		SP:Iteration 16Q (30771.670000 sec): 3 clusters
  Score: Raw -433711.392811 + Penalty 2780.396724 = -430930.996087
  nChanged 86
		SP:Iteration 17Q (30771.760000 sec): 3 clusters
  Score: Raw -433771.704704 + Penalty 2780.396724 = -430991.307979
  nChanged 84
		SP:Iteration 18Q (30771.860000 sec): 3 clusters
  Score: Raw -433841.830030 + Penalty 2780.396724 = -431061.433305
  nChanged 82
		SP:Iteration 19Q (30771.950000 sec): 3 clusters
  Score: Raw -433914.464045 + Penalty 2780.396724 = -431134.067321
  nChanged 76
		SP:Iteration 20F (30772.050000 sec): 3 clusters
  Score: Raw -433962.083839 + Penalty 2780.396724 = -431181.687115
  nChanged 65
		SP:Iteration 21Q (30772.140000 sec): 3 clusters
  Score: Raw -433994.375619 + Penalty 2780.396724 = -431213.978895
  nChanged 58
		SP:Iteration 22Q (30772.230000 sec): 3 clusters
  Score: Raw -434019.842043 + Penalty 2780.396724 = -431239.445318
  nChanged 50
		SP:Iteration 23Q (30772.330000 sec): 3 clusters
  Score: Raw -434037.352835 + Penalty 2780.396724 = -431256.956111
  nChanged 39
		SP:Iteration 24Q (30772.420000 sec): 3 clusters
  Score: Raw -434050.991399 + Penalty 2780.396724 = -431270.594674
  nChanged 26
		SP:Iteration 25Q (30772.520000 sec): 3 clusters
  Score: Raw -434057.171027 + Penalty 2780.396724 = -431276.774302
  nChanged 19
		SP:Iteration 26Q (30772.610000 sec): 3 clusters
  Score: Raw -434061.850344 + Penalty 2780.396724 = -431281.453620
  nChanged 13
		SP:Iteration 27Q (30772.710000 sec): 3 clusters
  Score: Raw -434064.923918 + Penalty 2780.396724 = -431284.527194
  nChanged 6
		SP:Iteration 28Q (30772.800000 sec): 3 clusters
  Score: Raw -434066.171202 + Penalty 2780.396724 = -431285.774478
  nChanged 4
		SP:Iteration 29Q (30772.890000 sec): 3 clusters
  Score: Raw -434067.246847 + Penalty 2780.396724 = -431286.850123
  nChanged 5
		SP:Iteration 30Q (30772.990000 sec): 3 clusters
  Score: Raw -434068.313661 + Penalty 2780.396724 = -431287.916937
  nChanged 3
		SP:Iteration 31Q (30773.080000 sec): 3 clusters
  Score: Raw -434068.709821 + Penalty 2780.396724 = -431288.313096
  nChanged 1
		SP:Iteration 32Q (30773.170000 sec): 3 clusters
  Score: Raw -434068.834421 + Penalty 2780.396724 = -431288.437697
  nChanged 1
		SP:Iteration 33Q (30773.280000 sec): 3 clusters
  Score: Raw -434069.007361 + Penalty 2780.396724 = -431288.610637
  nChanged 1
		SP:Iteration 34Q (30773.360000 sec): 3 clusters
  Score: Raw -434069.133947 + Penalty 2780.396724 = -431288.737223
  nChanged 0
		SP:Iteration 35F (30773.460000 sec): 3 clusters
  Score: Raw -434069.133947 + Penalty 2780.396724 = -431288.737223
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 86 (2483 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (30773.520000 sec): 2 clusters
  Score: Raw -206303.524192 + Penalty 1270.298703 = -205033.225489
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (30773.570000 sec): 3 clusters
  Score: Raw -205188.956339 + Penalty 2540.597405 = -202648.358934
  nChanged 939
		SP:Iteration 1F (30773.620000 sec): 3 clusters
  Score: Raw -205862.947297 + Penalty 2540.597405 = -203322.349892
  nChanged 229
		SP:Iteration 2F (30773.670000 sec): 3 clusters
  Score: Raw -206056.554176 + Penalty 2540.597405 = -203515.956771
  nChanged 133
		SP:Iteration 3F (30773.720000 sec): 3 clusters
  Score: Raw -206164.084272 + Penalty 2540.597405 = -203623.486867
  nChanged 116
		SP:Iteration 4Q (30773.760000 sec): 3 clusters
  Score: Raw -206251.143205 + Penalty 2540.597405 = -203710.545800
  nChanged 91
		SP:Iteration 5Q (30773.820000 sec): 3 clusters
  Score: Raw -206320.487662 + Penalty 2540.597405 = -203779.890257
  nChanged 73
		SP:Iteration 6Q (30773.860000 sec): 3 clusters
  Score: Raw -206373.551364 + Penalty 2540.597405 = -203832.953958
  nChanged 72
		SP:Iteration 7Q (30773.910000 sec): 3 clusters
  Score: Raw -206439.984605 + Penalty 2540.597405 = -203899.387200
  nChanged 64
		SP:Iteration 8Q (30773.960000 sec): 3 clusters
  Score: Raw -206497.798228 + Penalty 2540.597405 = -203957.200823
  nChanged 57
		SP:Iteration 9Q (30774.010000 sec): 3 clusters
  Score: Raw -206544.728118 + Penalty 2540.597405 = -204004.130713
  nChanged 40
		SP:Iteration 10Q (30774.060000 sec): 3 clusters
  Score: Raw -206583.146759 + Penalty 2540.597405 = -204042.549353
  nChanged 46
		SP:Iteration 11Q (30774.100000 sec): 3 clusters
  Score: Raw -206609.499038 + Penalty 2540.597405 = -204068.901632
  nChanged 28
		SP:Iteration 12Q (30774.150000 sec): 3 clusters
  Score: Raw -206627.248466 + Penalty 2540.597405 = -204086.651061
  nChanged 31
		SP:Iteration 13Q (30774.200000 sec): 3 clusters
  Score: Raw -206644.555321 + Penalty 2540.597405 = -204103.957916
  nChanged 21
		SP:Iteration 14Q (30774.250000 sec): 3 clusters
  Score: Raw -206654.921640 + Penalty 2540.597405 = -204114.324234
  nChanged 14
		SP:Iteration 15Q (30774.300000 sec): 3 clusters
  Score: Raw -206661.669763 + Penalty 2540.597405 = -204121.072358
  nChanged 13
		SP:Iteration 16Q (30774.340000 sec): 3 clusters
  Score: Raw -206666.485422 + Penalty 2540.597405 = -204125.888017
  nChanged 6
		SP:Iteration 17Q (30774.390000 sec): 3 clusters
  Score: Raw -206669.399721 + Penalty 2540.597405 = -204128.802315
  nChanged 4
		SP:Iteration 18Q (30774.440000 sec): 3 clusters
  Score: Raw -206670.618615 + Penalty 2540.597405 = -204130.021210
  nChanged 1
		SP:Iteration 19Q (30774.530000 sec): 3 clusters
  Score: Raw -206671.164665 + Penalty 2540.597405 = -204130.567260
  nChanged 0
		SP:Iteration 20F (30774.640000 sec): 3 clusters
  Score: Raw -206671.164665 + Penalty 2540.597405 = -204130.567260
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 87 (3624 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (30774.720000 sec): 2 clusters
  Score: Raw -305924.657264 + Penalty 1331.741721 = -304592.915543
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (30774.790000 sec): 3 clusters
  Score: Raw -304121.579389 + Penalty 2663.483442 = -301458.095947
  nChanged 1414
		SP:Iteration 1F (30774.860000 sec): 3 clusters
  Score: Raw -304954.561193 + Penalty 2663.483442 = -302291.077751
  nChanged 284
		SP:Iteration 2F (30774.930000 sec): 3 clusters
  Score: Raw -305123.818394 + Penalty 2663.483442 = -302460.334952
  nChanged 188
		SP:Iteration 3F (30775.000000 sec): 3 clusters
  Score: Raw -305228.255041 + Penalty 2663.483442 = -302564.771599
  nChanged 139
		SP:Iteration 4Q (30775.070000 sec): 3 clusters
  Score: Raw -305297.801937 + Penalty 2663.483442 = -302634.318495
  nChanged 119
		SP:Iteration 5Q (30775.140000 sec): 3 clusters
  Score: Raw -305364.700376 + Penalty 2663.483442 = -302701.216934
  nChanged 101
		SP:Iteration 6Q (30775.210000 sec): 3 clusters
  Score: Raw -305416.228744 + Penalty 2663.483442 = -302752.745302
  nChanged 101
		SP:Iteration 7Q (30775.280000 sec): 3 clusters
  Score: Raw -305463.870882 + Penalty 2663.483442 = -302800.387440
  nChanged 101
		SP:Iteration 8Q (30775.350000 sec): 3 clusters
  Score: Raw -305520.628730 + Penalty 2663.483442 = -302857.145289
  nChanged 119
		SP:Iteration 9Q (30775.420000 sec): 3 clusters
  Score: Raw -305592.640351 + Penalty 2663.483442 = -302929.156909
  nChanged 110
		SP:Iteration 10Q (30775.490000 sec): 3 clusters
  Score: Raw -305656.265560 + Penalty 2663.483442 = -302992.782118
  nChanged 119
		SP:Iteration 11Q (30775.560000 sec): 3 clusters
  Score: Raw -305740.793714 + Penalty 2663.483442 = -303077.310272
  nChanged 116
		SP:Iteration 12Q (30775.630000 sec): 3 clusters
  Score: Raw -305825.548612 + Penalty 2663.483442 = -303162.065170
  nChanged 93
		SP:Iteration 13Q (30775.700000 sec): 3 clusters
  Score: Raw -305890.810870 + Penalty 2663.483442 = -303227.327428
  nChanged 68
		SP:Iteration 14Q (30775.770000 sec): 3 clusters
  Score: Raw -305934.694659 + Penalty 2663.483442 = -303271.211217
  nChanged 59
		SP:Iteration 15Q (30775.840000 sec): 3 clusters
  Score: Raw -305973.501385 + Penalty 2663.483442 = -303310.017943
  nChanged 53
		SP:Iteration 16Q (30775.910000 sec): 3 clusters
  Score: Raw -306008.278878 + Penalty 2663.483442 = -303344.795436
  nChanged 44
		SP:Iteration 17Q (30775.980000 sec): 3 clusters
  Score: Raw -306035.147600 + Penalty 2663.483442 = -303371.664158
  nChanged 48
		SP:Iteration 18Q (30776.050000 sec): 3 clusters
  Score: Raw -306065.533601 + Penalty 2663.483442 = -303402.050159
  nChanged 41
		SP:Iteration 19Q (30776.120000 sec): 3 clusters
  Score: Raw -306084.358726 + Penalty 2663.483442 = -303420.875285
  nChanged 34
		SP:Iteration 20F (30776.190000 sec): 3 clusters
  Score: Raw -306107.582657 + Penalty 2663.483442 = -303444.099215
  nChanged 33
		SP:Iteration 21Q (30776.260000 sec): 3 clusters
  Score: Raw -306129.842791 + Penalty 2663.483442 = -303466.359350
  nChanged 28
		SP:Iteration 22Q (30776.320000 sec): 3 clusters
  Score: Raw -306146.413311 + Penalty 2663.483442 = -303482.929870
  nChanged 30
		SP:Iteration 23Q (30776.390000 sec): 3 clusters
  Score: Raw -306165.921648 + Penalty 2663.483442 = -303502.438206
  nChanged 26
		SP:Iteration 24Q (30776.460000 sec): 3 clusters
  Score: Raw -306183.611355 + Penalty 2663.483442 = -303520.127913
  nChanged 21
		SP:Iteration 25Q (30776.530000 sec): 3 clusters
  Score: Raw -306198.308985 + Penalty 2663.483442 = -303534.825543
  nChanged 22
		SP:Iteration 26Q (30776.600000 sec): 3 clusters
  Score: Raw -306210.732702 + Penalty 2663.483442 = -303547.249260
  nChanged 14
		SP:Iteration 27Q (30776.660000 sec): 3 clusters
  Score: Raw -306217.852248 + Penalty 2663.483442 = -303554.368806
  nChanged 15
		SP:Iteration 28Q (30776.730000 sec): 3 clusters
  Score: Raw -306224.997374 + Penalty 2663.483442 = -303561.513932
  nChanged 7
		SP:Iteration 29Q (30776.800000 sec): 3 clusters
  Score: Raw -306230.246243 + Penalty 2663.483442 = -303566.762801
  nChanged 7
		SP:Iteration 30Q (30776.870000 sec): 3 clusters
  Score: Raw -306234.144613 + Penalty 2663.483442 = -303570.661171
  nChanged 3
		SP:Iteration 31Q (30776.940000 sec): 3 clusters
  Score: Raw -306237.137257 + Penalty 2663.483442 = -303573.653815
  nChanged 3
		SP:Iteration 32Q (30777.000000 sec): 3 clusters
  Score: Raw -306239.427203 + Penalty 2663.483442 = -303575.943761
  nChanged 5
		SP:Iteration 33Q (30777.070000 sec): 3 clusters
  Score: Raw -306241.988359 + Penalty 2663.483442 = -303578.504917
  nChanged 2
		SP:Iteration 34Q (30777.140000 sec): 3 clusters
  Score: Raw -306242.755856 + Penalty 2663.483442 = -303579.272414
  nChanged 0
		SP:Iteration 35F (30777.200000 sec): 3 clusters
  Score: Raw -306242.755856 + Penalty 2663.483442 = -303579.272414
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 88 (1319 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (30777.270000 sec): 2 clusters
  Score: Raw -105806.003338 + Penalty 1167.502237 = -104638.501101
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (30777.290000 sec): 3 clusters
  Score: Raw -105299.047226 + Penalty 2335.004475 = -102964.042752
  nChanged 446
		SP:Iteration 1F (30777.320000 sec): 3 clusters
  Score: Raw -105693.073697 + Penalty 2335.004475 = -103358.069222
  nChanged 127
		SP:Iteration 2F (30777.350000 sec): 3 clusters
  Score: Raw -105839.620066 + Penalty 2335.004475 = -103504.615592
  nChanged 70
		SP:Iteration 3F (30777.370000 sec): 3 clusters
  Score: Raw -105924.595154 + Penalty 2335.004475 = -103589.590679
  nChanged 59
		SP:Iteration 4Q (30777.400000 sec): 3 clusters
  Score: Raw -106004.754779 + Penalty 2335.004475 = -103669.750304
  nChanged 44
		SP:Iteration 5Q (30777.420000 sec): 3 clusters
  Score: Raw -106051.308943 + Penalty 2335.004475 = -103716.304469
  nChanged 39
		SP:Iteration 6Q (30777.450000 sec): 3 clusters
  Score: Raw -106093.948177 + Penalty 2335.004475 = -103758.943703
  nChanged 31
		SP:Iteration 7Q (30777.480000 sec): 3 clusters
  Score: Raw -106141.653229 + Penalty 2335.004475 = -103806.648755
  nChanged 34
		SP:Iteration 8Q (30777.500000 sec): 3 clusters
  Score: Raw -106189.632496 + Penalty 2335.004475 = -103854.628021
  nChanged 23
		SP:Iteration 9Q (30777.530000 sec): 3 clusters
  Score: Raw -106232.431062 + Penalty 2335.004475 = -103897.426587
  nChanged 32
		SP:Iteration 10Q (30777.560000 sec): 3 clusters
  Score: Raw -106276.436011 + Penalty 2335.004475 = -103941.431536
  nChanged 20
		SP:Iteration 11Q (30777.580000 sec): 3 clusters
  Score: Raw -106314.785756 + Penalty 2335.004475 = -103979.781281
  nChanged 30
		SP:Iteration 12Q (30777.610000 sec): 3 clusters
  Score: Raw -106358.163490 + Penalty 2335.004475 = -104023.159015
  nChanged 23
		SP:Iteration 13Q (30777.630000 sec): 3 clusters
  Score: Raw -106388.120776 + Penalty 2335.004475 = -104053.116301
  nChanged 21
		SP:Iteration 14Q (30777.660000 sec): 3 clusters
  Score: Raw -106412.292039 + Penalty 2335.004475 = -104077.287564
  nChanged 19
		SP:Iteration 15Q (30777.680000 sec): 3 clusters
  Score: Raw -106436.752072 + Penalty 2335.004475 = -104101.747597
  nChanged 27
		SP:Iteration 16Q (30777.710000 sec): 3 clusters
  Score: Raw -106467.935577 + Penalty 2335.004475 = -104132.931102
  nChanged 22
		SP:Iteration 17Q (30777.740000 sec): 3 clusters
  Score: Raw -106491.156410 + Penalty 2335.004475 = -104156.151935
  nChanged 17
		SP:Iteration 18Q (30777.760000 sec): 3 clusters
  Score: Raw -106507.049730 + Penalty 2335.004475 = -104172.045255
  nChanged 13
		SP:Iteration 19Q (30777.790000 sec): 3 clusters
  Score: Raw -106520.437198 + Penalty 2335.004475 = -104185.432724
  nChanged 14
		SP:Iteration 20F (30777.820000 sec): 3 clusters
  Score: Raw -106532.983932 + Penalty 2335.004475 = -104197.979458
  nChanged 6
		SP:Iteration 21Q (30777.840000 sec): 3 clusters
  Score: Raw -106537.700303 + Penalty 2335.004475 = -104202.695828
  nChanged 2
		SP:Iteration 22Q (30777.870000 sec): 3 clusters
  Score: Raw -106539.700876 + Penalty 2335.004475 = -104204.696402
  nChanged 1
		SP:Iteration 23Q (30777.890000 sec): 3 clusters
  Score: Raw -106539.904479 + Penalty 2335.004475 = -104204.900005
  nChanged 0
		SP:Iteration 24F (30777.920000 sec): 3 clusters
  Score: Raw -106539.904479 + Penalty 2335.004475 = -104204.900005
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 89 (3458 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (30777.990000 sec): 2 clusters
  Score: Raw -296105.290365 + Penalty 1324.122421 = -294781.167945
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (30778.060000 sec): 3 clusters
  Score: Raw -294413.953791 + Penalty 2648.244842 = -291765.708949
  nChanged 1329
		SP:Iteration 1F (30778.130000 sec): 3 clusters
  Score: Raw -295160.208531 + Penalty 2648.244842 = -292511.963690
  nChanged 322
		SP:Iteration 2F (30778.200000 sec): 3 clusters
  Score: Raw -295370.899945 + Penalty 2648.244842 = -292722.655103
  nChanged 227
		SP:Iteration 3F (30778.260000 sec): 3 clusters
  Score: Raw -295553.731505 + Penalty 2648.244842 = -292905.486664
  nChanged 202
		SP:Iteration 4F (30778.330000 sec): 3 clusters
  Score: Raw -295704.647173 + Penalty 2648.244842 = -293056.402332
  nChanged 171
		SP:Iteration 5Q (30778.400000 sec): 3 clusters
  Score: Raw -295826.840180 + Penalty 2648.244842 = -293178.595338
  nChanged 160
		SP:Iteration 6Q (30778.460000 sec): 3 clusters
  Score: Raw -295942.976160 + Penalty 2648.244842 = -293294.731319
  nChanged 152
		SP:Iteration 7Q (30778.530000 sec): 3 clusters
  Score: Raw -296058.476057 + Penalty 2648.244842 = -293410.231216
  nChanged 139
		SP:Iteration 8Q (30778.600000 sec): 3 clusters
  Score: Raw -296158.491826 + Penalty 2648.244842 = -293510.246984
  nChanged 110
		SP:Iteration 9Q (30778.660000 sec): 3 clusters
  Score: Raw -296250.945965 + Penalty 2648.244842 = -293602.701123
  nChanged 101
		SP:Iteration 10Q (30778.730000 sec): 3 clusters
  Score: Raw -296334.457354 + Penalty 2648.244842 = -293686.212513
  nChanged 77
		SP:Iteration 11Q (30778.800000 sec): 3 clusters
  Score: Raw -296386.659693 + Penalty 2648.244842 = -293738.414851
  nChanged 68
		SP:Iteration 12Q (30778.860000 sec): 3 clusters
  Score: Raw -296436.144315 + Penalty 2648.244842 = -293787.899473
  nChanged 53
		SP:Iteration 13Q (30778.930000 sec): 3 clusters
  Score: Raw -296469.282857 + Penalty 2648.244842 = -293821.038016
  nChanged 42
		SP:Iteration 14Q (30779.000000 sec): 3 clusters
  Score: Raw -296495.463733 + Penalty 2648.244842 = -293847.218891
  nChanged 28
		SP:Iteration 15Q (30779.060000 sec): 3 clusters
  Score: Raw -296513.582687 + Penalty 2648.244842 = -293865.337846
  nChanged 21
		SP:Iteration 16Q (30779.130000 sec): 3 clusters
  Score: Raw -296524.511584 + Penalty 2648.244842 = -293876.266743
  nChanged 15
		SP:Iteration 17Q (30779.190000 sec): 3 clusters
  Score: Raw -296529.382674 + Penalty 2648.244842 = -293881.137833
  nChanged 5
		SP:Iteration 18Q (30779.260000 sec): 3 clusters
  Score: Raw -296531.752653 + Penalty 2648.244842 = -293883.507811
  nChanged 5
		SP:Iteration 19Q (30779.320000 sec): 3 clusters
  Score: Raw -296534.346481 + Penalty 2648.244842 = -293886.101639
  nChanged 2
		SP:Iteration 20F (30779.390000 sec): 3 clusters
  Score: Raw -296535.455504 + Penalty 2648.244842 = -293887.210662
  nChanged 2
		SP:Iteration 21Q (30779.460000 sec): 3 clusters
  Score: Raw -296537.124846 + Penalty 2648.244842 = -293888.880004
  nChanged 3
		SP:Iteration 22Q (30779.520000 sec): 3 clusters
  Score: Raw -296538.484566 + Penalty 2648.244842 = -293890.239725
  nChanged 5
		SP:Iteration 23Q (30779.590000 sec): 3 clusters
  Score: Raw -296540.265719 + Penalty 2648.244842 = -293892.020878
  nChanged 4
		SP:Iteration 24Q (30779.660000 sec): 3 clusters
  Score: Raw -296541.828582 + Penalty 2648.244842 = -293893.583740
  nChanged 3
		SP:Iteration 25Q (30779.720000 sec): 3 clusters
  Score: Raw -296543.856219 + Penalty 2648.244842 = -293895.611378
  nChanged 2
		SP:Iteration 26Q (30779.790000 sec): 3 clusters
  Score: Raw -296544.448537 + Penalty 2648.244842 = -293896.203696
  nChanged 3
		SP:Iteration 27Q (30779.850000 sec): 3 clusters
  Score: Raw -296545.761597 + Penalty 2648.244842 = -293897.516755
  nChanged 4
		SP:Iteration 28Q (30779.920000 sec): 3 clusters
  Score: Raw -296548.063546 + Penalty 2648.244842 = -293899.818704
  nChanged 3
		SP:Iteration 29Q (30779.990000 sec): 3 clusters
  Score: Raw -296549.160981 + Penalty 2648.244842 = -293900.916139
  nChanged 2
		SP:Iteration 30Q (30780.060000 sec): 3 clusters
  Score: Raw -296550.736440 + Penalty 2648.244842 = -293902.491598
  nChanged 1
		SP:Iteration 31Q (30780.120000 sec): 3 clusters
  Score: Raw -296551.285628 + Penalty 2648.244842 = -293903.040787
  nChanged 1
		SP:Iteration 32Q (30780.190000 sec): 3 clusters
  Score: Raw -296551.785693 + Penalty 2648.244842 = -293903.540851
  nChanged 0
		SP:Iteration 33F (30780.260000 sec): 3 clusters
  Score: Raw -296551.785693 + Penalty 2648.244842 = -293903.540851
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 90 (1070 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (30780.320000 sec): 2 clusters
  Score: Raw -84770.444573 + Penalty 1133.504763 = -83636.939810
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (30780.340000 sec): 3 clusters
  Score: Raw -84439.036601 + Penalty 2267.009526 = -82172.027075
  nChanged 308
		SP:Iteration 1F (30780.360000 sec): 3 clusters
  Score: Raw -84708.999433 + Penalty 2267.009526 = -82441.989906
  nChanged 82
		SP:Iteration 2F (30780.380000 sec): 3 clusters
  Score: Raw -84801.065933 + Penalty 2267.009526 = -82534.056406
  nChanged 37
		SP:Iteration 3Q (30780.400000 sec): 3 clusters
  Score: Raw -84841.216519 + Penalty 2267.009526 = -82574.206992
  nChanged 29
		SP:Iteration 4Q (30780.420000 sec): 3 clusters
  Score: Raw -84871.731499 + Penalty 2267.009526 = -82604.721973
  nChanged 26
		SP:Iteration 5Q (30780.450000 sec): 3 clusters
  Score: Raw -84894.245585 + Penalty 2267.009526 = -82627.236059
  nChanged 21
		SP:Iteration 6Q (30780.470000 sec): 3 clusters
  Score: Raw -84913.553943 + Penalty 2267.009526 = -82646.544416
  nChanged 20
		SP:Iteration 7Q (30780.490000 sec): 3 clusters
  Score: Raw -84935.405982 + Penalty 2267.009526 = -82668.396456
  nChanged 23
		SP:Iteration 8Q (30780.510000 sec): 3 clusters
  Score: Raw -84957.905317 + Penalty 2267.009526 = -82690.895791
  nChanged 20
		SP:Iteration 9Q (30780.540000 sec): 3 clusters
  Score: Raw -84978.598404 + Penalty 2267.009526 = -82711.588877
  nChanged 16
		SP:Iteration 10Q (30780.560000 sec): 3 clusters
  Score: Raw -84998.611652 + Penalty 2267.009526 = -82731.602125
  nChanged 24
		SP:Iteration 11Q (30780.580000 sec): 3 clusters
  Score: Raw -85029.255390 + Penalty 2267.009526 = -82762.245864
  nChanged 17
		SP:Iteration 12Q (30780.600000 sec): 3 clusters
  Score: Raw -85046.630098 + Penalty 2267.009526 = -82779.620572
  nChanged 11
		SP:Iteration 13Q (30780.620000 sec): 3 clusters
  Score: Raw -85056.238159 + Penalty 2267.009526 = -82789.228632
  nChanged 11
		SP:Iteration 14Q (30780.640000 sec): 3 clusters
  Score: Raw -85070.361381 + Penalty 2267.009526 = -82803.351854
  nChanged 7
		SP:Iteration 15Q (30780.660000 sec): 3 clusters
  Score: Raw -85078.301245 + Penalty 2267.009526 = -82811.291719
  nChanged 4
		SP:Iteration 16Q (30780.680000 sec): 3 clusters
  Score: Raw -85083.412257 + Penalty 2267.009526 = -82816.402731
  nChanged 3
		SP:Iteration 17Q (30780.710000 sec): 3 clusters
  Score: Raw -85088.566905 + Penalty 2267.009526 = -82821.557378
  nChanged 6
		SP:Iteration 18Q (30780.730000 sec): 3 clusters
  Score: Raw -85094.255216 + Penalty 2267.009526 = -82827.245689
  nChanged 10
		SP:Iteration 19Q (30780.750000 sec): 3 clusters
  Score: Raw -85105.115149 + Penalty 2267.009526 = -82838.105623
  nChanged 10
		SP:Iteration 20F (30780.770000 sec): 3 clusters
  Score: Raw -85117.659503 + Penalty 2267.009526 = -82850.649977
  nChanged 8
		SP:Iteration 21Q (30780.800000 sec): 3 clusters
  Score: Raw -85128.083460 + Penalty 2267.009526 = -82861.073933
  nChanged 4
		SP:Iteration 22Q (30780.820000 sec): 3 clusters
  Score: Raw -85134.647156 + Penalty 2267.009526 = -82867.637629
  nChanged 8
		SP:Iteration 23Q (30780.840000 sec): 3 clusters
  Score: Raw -85145.106262 + Penalty 2267.009526 = -82878.096736
  nChanged 7
		SP:Iteration 24Q (30780.860000 sec): 3 clusters
  Score: Raw -85154.784758 + Penalty 2267.009526 = -82887.775232
  nChanged 10
		SP:Iteration 25Q (30780.880000 sec): 3 clusters
  Score: Raw -85166.687432 + Penalty 2267.009526 = -82899.677905
  nChanged 6
		SP:Iteration 26Q (30780.900000 sec): 3 clusters
  Score: Raw -85172.308821 + Penalty 2267.009526 = -82905.299295
  nChanged 2
		SP:Iteration 27Q (30780.920000 sec): 3 clusters
  Score: Raw -85173.424172 + Penalty 2267.009526 = -82906.414646
  nChanged 3
		SP:Iteration 28Q (30780.940000 sec): 3 clusters
  Score: Raw -85176.950175 + Penalty 2267.009526 = -82909.940649
  nChanged 2
		SP:Iteration 29Q (30780.960000 sec): 3 clusters
  Score: Raw -85177.810186 + Penalty 2267.009526 = -82910.800660
  nChanged 2
		SP:Iteration 30Q (30780.990000 sec): 3 clusters
  Score: Raw -85180.246402 + Penalty 2267.009526 = -82913.236876
  nChanged 1
		SP:Iteration 31Q (30781.010000 sec): 3 clusters
  Score: Raw -85182.703713 + Penalty 2267.009526 = -82915.694187
  nChanged 1
		SP:Iteration 32Q (30781.030000 sec): 3 clusters
  Score: Raw -85183.294347 + Penalty 2267.009526 = -82916.284820
  nChanged 0
		SP:Iteration 33F (30781.050000 sec): 3 clusters
  Score: Raw -85183.294347 + Penalty 2267.009526 = -82916.284820
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 91 (9521 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (30781.180000 sec): 2 clusters
  Score: Raw -809987.162328 + Penalty 1488.703964 = -808498.458364
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (30781.360000 sec): 3 clusters
  Score: Raw -804634.108600 + Penalty 2977.407928 = -801656.700672
  nChanged 4105
		SP:Iteration 1F (30781.500000 sec): 3 clusters
  Score: Raw -807239.301183 + Penalty 2977.407928 = -804261.893255
  nChanged 805
		SP:Iteration 2F (30781.630000 sec): 3 clusters
  Score: Raw -807898.958129 + Penalty 2977.407928 = -804921.550201
  nChanged 776
		SP:Iteration 3F (30781.790000 sec): 3 clusters
  Score: Raw -808527.300053 + Penalty 2977.407928 = -805549.892124
  nChanged 683
		SP:Iteration 4F (30781.950000 sec): 3 clusters
  Score: Raw -809042.747795 + Penalty 2977.407928 = -806065.339866
  nChanged 530
		SP:Iteration 5F (30782.100000 sec): 3 clusters
  Score: Raw -809373.796095 + Penalty 2977.407928 = -806396.388166
  nChanged 393
		SP:Iteration 6Q (30782.240000 sec): 3 clusters
  Score: Raw -809587.662565 + Penalty 2977.407928 = -806610.254637
  nChanged 293
		SP:Iteration 7Q (30782.410000 sec): 3 clusters
  Score: Raw -809722.092940 + Penalty 2977.407928 = -806744.685011
  nChanged 207
		SP:Iteration 8Q (30782.570000 sec): 3 clusters
  Score: Raw -809824.502901 + Penalty 2977.407928 = -806847.094972
  nChanged 179
		SP:Iteration 9Q (30782.710000 sec): 3 clusters
  Score: Raw -809914.702083 + Penalty 2977.407928 = -806937.294155
  nChanged 174
		SP:Iteration 10Q (30782.860000 sec): 3 clusters
  Score: Raw -809991.087474 + Penalty 2977.407928 = -807013.679546
  nChanged 141
		SP:Iteration 11Q (30783.010000 sec): 3 clusters
  Score: Raw -810048.197185 + Penalty 2977.407928 = -807070.789257
  nChanged 120
		SP:Iteration 12Q (30783.160000 sec): 3 clusters
  Score: Raw -810094.603874 + Penalty 2977.407928 = -807117.195945
  nChanged 106
		SP:Iteration 13Q (30783.310000 sec): 3 clusters
  Score: Raw -810135.207974 + Penalty 2977.407928 = -807157.800046
  nChanged 114
		SP:Iteration 14Q (30783.490000 sec): 3 clusters
  Score: Raw -810189.234050 + Penalty 2977.407928 = -807211.826122
  nChanged 111
		SP:Iteration 15Q (30783.650000 sec): 3 clusters
  Score: Raw -810240.074853 + Penalty 2977.407928 = -807262.666925
  nChanged 96
		SP:Iteration 16Q (30783.780000 sec): 3 clusters
  Score: Raw -810279.683080 + Penalty 2977.407928 = -807302.275152
  nChanged 77
		SP:Iteration 17Q (30783.930000 sec): 3 clusters
  Score: Raw -810311.505750 + Penalty 2977.407928 = -807334.097822
  nChanged 74
		SP:Iteration 18Q (30784.080000 sec): 3 clusters
  Score: Raw -810340.534762 + Penalty 2977.407928 = -807363.126833
  nChanged 64
		SP:Iteration 19Q (30784.220000 sec): 3 clusters
  Score: Raw -810366.548337 + Penalty 2977.407928 = -807389.140408
  nChanged 61
		SP:Iteration 20F (30784.370000 sec): 3 clusters
  Score: Raw -810395.421606 + Penalty 2977.407928 = -807418.013677
  nChanged 54
		SP:Iteration 21Q (30784.550000 sec): 3 clusters
  Score: Raw -810422.730715 + Penalty 2977.407928 = -807445.322786
  nChanged 57
		SP:Iteration 22Q (30784.700000 sec): 3 clusters
  Score: Raw -810451.900485 + Penalty 2977.407928 = -807474.492556
  nChanged 53
		SP:Iteration 23Q (30784.840000 sec): 3 clusters
  Score: Raw -810474.323312 + Penalty 2977.407928 = -807496.915384
  nChanged 40
		SP:Iteration 24Q (30784.990000 sec): 3 clusters
  Score: Raw -810489.495989 + Penalty 2977.407928 = -807512.088060
  nChanged 29
		SP:Iteration 25Q (30785.140000 sec): 3 clusters
  Score: Raw -810500.311192 + Penalty 2977.407928 = -807522.903264
  nChanged 30
		SP:Iteration 26Q (30785.290000 sec): 3 clusters
  Score: Raw -810513.003424 + Penalty 2977.407928 = -807535.595495
  nChanged 32
		SP:Iteration 27Q (30785.430000 sec): 3 clusters
  Score: Raw -810527.249397 + Penalty 2977.407928 = -807549.841469
  nChanged 26
		SP:Iteration 28Q (30785.570000 sec): 3 clusters
  Score: Raw -810540.468834 + Penalty 2977.407928 = -807563.060906
  nChanged 22
		SP:Iteration 29Q (30785.720000 sec): 3 clusters
  Score: Raw -810551.059941 + Penalty 2977.407928 = -807573.652013
  nChanged 18
		SP:Iteration 30Q (30785.860000 sec): 3 clusters
  Score: Raw -810558.186543 + Penalty 2977.407928 = -807580.778615
  nChanged 15
		SP:Iteration 31Q (30786.010000 sec): 3 clusters
  Score: Raw -810563.087934 + Penalty 2977.407928 = -807585.680006
  nChanged 5
		SP:Iteration 32Q (30786.190000 sec): 3 clusters
  Score: Raw -810564.673622 + Penalty 2977.407928 = -807587.265694
  nChanged 5
		SP:Iteration 33Q (30786.340000 sec): 3 clusters
  Score: Raw -810566.604620 + Penalty 2977.407928 = -807589.196691
  nChanged 7
		SP:Iteration 34Q (30786.470000 sec): 3 clusters
  Score: Raw -810569.671829 + Penalty 2977.407928 = -807592.263901
  nChanged 7
		SP:Iteration 35Q (30786.620000 sec): 3 clusters
  Score: Raw -810571.770862 + Penalty 2977.407928 = -807594.362933
  nChanged 7
		SP:Iteration 36Q (30786.780000 sec): 3 clusters
  Score: Raw -810575.412603 + Penalty 2977.407928 = -807598.004675
  nChanged 11
		SP:Iteration 37Q (30786.930000 sec): 3 clusters
  Score: Raw -810584.057316 + Penalty 2977.407928 = -807606.649388
  nChanged 15
		SP:Iteration 38Q (30787.070000 sec): 3 clusters
  Score: Raw -810609.316227 + Penalty 2977.407928 = -807631.908299
  nChanged 24
		SP:Iteration 39Q (30787.230000 sec): 3 clusters
  Score: Raw -810636.976909 + Penalty 2977.407928 = -807659.568981
  nChanged 25
		SP:Iteration 40F (30787.400000 sec): 3 clusters
  Score: Raw -810659.045632 + Penalty 2977.407928 = -807681.637704
  nChanged 24
		SP:Iteration 41Q (30787.540000 sec): 3 clusters
  Score: Raw -810677.931238 + Penalty 2977.407928 = -807700.523309
  nChanged 17
		SP:Iteration 42Q (30787.680000 sec): 3 clusters
  Score: Raw -810685.607807 + Penalty 2977.407928 = -807708.199879
  nChanged 11
		SP:Iteration 43Q (30787.850000 sec): 3 clusters
  Score: Raw -810692.415701 + Penalty 2977.407928 = -807715.007773
  nChanged 11
		SP:Iteration 44Q (30788.000000 sec): 3 clusters
  Score: Raw -810696.934065 + Penalty 2977.407928 = -807719.526137
  nChanged 10
		SP:Iteration 45Q (30788.140000 sec): 3 clusters
  Score: Raw -810701.022089 + Penalty 2977.407928 = -807723.614160
  nChanged 10
		SP:Iteration 46Q (30788.290000 sec): 3 clusters
  Score: Raw -810705.002228 + Penalty 2977.407928 = -807727.594299
  nChanged 5
		SP:Iteration 47Q (30788.430000 sec): 3 clusters
  Score: Raw -810708.550267 + Penalty 2977.407928 = -807731.142339
  nChanged 6
		SP:Iteration 48Q (30788.580000 sec): 3 clusters
  Score: Raw -810710.826852 + Penalty 2977.407928 = -807733.418923
  nChanged 3
		SP:Iteration 49Q (30788.720000 sec): 3 clusters
  Score: Raw -810711.661835 + Penalty 2977.407928 = -807734.253907
  nChanged 2
		SP:Iteration 50Q (30788.870000 sec): 3 clusters
  Score: Raw -810711.884978 + Penalty 2977.407928 = -807734.477049
  nChanged 2
		SP:Iteration 51Q (30789.020000 sec): 3 clusters
  Score: Raw -810712.196700 + Penalty 2977.407928 = -807734.788772
  nChanged 0
		SP:Iteration 52F (30789.170000 sec): 3 clusters
  Score: Raw -810712.196700 + Penalty 2977.407928 = -807734.788772
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 92 (5218 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (30789.250000 sec): 2 clusters
  Score: Raw -477529.226002 + Penalty 1390.978788 = -476138.247214
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (30789.380000 sec): 3 clusters
  Score: Raw -474826.621152 + Penalty 2781.957576 = -472044.663575
  nChanged 2101
		SP:Iteration 1F (30789.480000 sec): 3 clusters
  Score: Raw -475964.655755 + Penalty 2781.957576 = -473182.698179
  nChanged 374
		SP:Iteration 2F (30789.580000 sec): 3 clusters
  Score: Raw -476173.885349 + Penalty 2781.957576 = -473391.927772
  nChanged 264
		SP:Iteration 3F (30789.670000 sec): 3 clusters
  Score: Raw -476339.791575 + Penalty 2781.957576 = -473557.833999
  nChanged 240
		SP:Iteration 4Q (30789.770000 sec): 3 clusters
  Score: Raw -476495.757567 + Penalty 2781.957576 = -473713.799991
  nChanged 236
		SP:Iteration 5Q (30789.870000 sec): 3 clusters
  Score: Raw -476696.701375 + Penalty 2781.957576 = -473914.743798
  nChanged 250
		SP:Iteration 6Q (30789.960000 sec): 3 clusters
  Score: Raw -476899.308036 + Penalty 2781.957576 = -474117.350460
  nChanged 247
		SP:Iteration 7Q (30790.060000 sec): 3 clusters
  Score: Raw -477099.601852 + Penalty 2781.957576 = -474317.644275
  nChanged 213
		SP:Iteration 8Q (30790.160000 sec): 3 clusters
  Score: Raw -477248.229920 + Penalty 2781.957576 = -474466.272343
  nChanged 188
		SP:Iteration 9Q (30790.260000 sec): 3 clusters
  Score: Raw -477382.085177 + Penalty 2781.957576 = -474600.127601
  nChanged 190
		SP:Iteration 10Q (30790.360000 sec): 3 clusters
  Score: Raw -477522.437118 + Penalty 2781.957576 = -474740.479542
  nChanged 174
		SP:Iteration 11Q (30790.450000 sec): 3 clusters
  Score: Raw -477626.755171 + Penalty 2781.957576 = -474844.797595
  nChanged 151
		SP:Iteration 12Q (30790.550000 sec): 3 clusters
  Score: Raw -477717.933177 + Penalty 2781.957576 = -474935.975600
  nChanged 133
		SP:Iteration 13Q (30790.640000 sec): 3 clusters
  Score: Raw -477781.794762 + Penalty 2781.957576 = -474999.837185
  nChanged 88
		SP:Iteration 14Q (30790.740000 sec): 3 clusters
  Score: Raw -477823.504850 + Penalty 2781.957576 = -475041.547274
  nChanged 74
		SP:Iteration 15Q (30790.840000 sec): 3 clusters
  Score: Raw -477855.393771 + Penalty 2781.957576 = -475073.436194
  nChanged 62
		SP:Iteration 16Q (30790.930000 sec): 3 clusters
  Score: Raw -477878.971155 + Penalty 2781.957576 = -475097.013578
  nChanged 50
		SP:Iteration 17Q (30791.030000 sec): 3 clusters
  Score: Raw -477897.414626 + Penalty 2781.957576 = -475115.457050
  nChanged 45
		SP:Iteration 18Q (30791.120000 sec): 3 clusters
  Score: Raw -477911.350733 + Penalty 2781.957576 = -475129.393156
  nChanged 36
		SP:Iteration 19Q (30791.220000 sec): 3 clusters
  Score: Raw -477922.288533 + Penalty 2781.957576 = -475140.330957
  nChanged 41
		SP:Iteration 20F (30791.320000 sec): 3 clusters
  Score: Raw -477936.626535 + Penalty 2781.957576 = -475154.668959
  nChanged 37
		SP:Iteration 21Q (30791.410000 sec): 3 clusters
  Score: Raw -477950.101144 + Penalty 2781.957576 = -475168.143568
  nChanged 32
		SP:Iteration 22Q (30791.500000 sec): 3 clusters
  Score: Raw -477957.222991 + Penalty 2781.957576 = -475175.265414
  nChanged 19
		SP:Iteration 23Q (30791.600000 sec): 3 clusters
  Score: Raw -477961.364825 + Penalty 2781.957576 = -475179.407248
  nChanged 11
		SP:Iteration 24Q (30791.700000 sec): 3 clusters
  Score: Raw -477964.241502 + Penalty 2781.957576 = -475182.283925
  nChanged 10
		SP:Iteration 25Q (30791.790000 sec): 3 clusters
  Score: Raw -477966.258583 + Penalty 2781.957576 = -475184.301006
  nChanged 10
		SP:Iteration 26Q (30791.890000 sec): 3 clusters
  Score: Raw -477968.382286 + Penalty 2781.957576 = -475186.424710
  nChanged 6
		SP:Iteration 27Q (30791.980000 sec): 3 clusters
  Score: Raw -477970.013304 + Penalty 2781.957576 = -475188.055728
  nChanged 9
		SP:Iteration 28Q (30792.080000 sec): 3 clusters
  Score: Raw -477972.635340 + Penalty 2781.957576 = -475190.677763
  nChanged 11
		SP:Iteration 29Q (30792.180000 sec): 3 clusters
  Score: Raw -477975.187024 + Penalty 2781.957576 = -475193.229448
  nChanged 8
		SP:Iteration 30Q (30792.270000 sec): 3 clusters
  Score: Raw -477977.468829 + Penalty 2781.957576 = -475195.511252
  nChanged 7
		SP:Iteration 31Q (30792.360000 sec): 3 clusters
  Score: Raw -477979.281623 + Penalty 2781.957576 = -475197.324047
  nChanged 13
		SP:Iteration 32Q (30792.460000 sec): 3 clusters
  Score: Raw -477981.635903 + Penalty 2781.957576 = -475199.678327
  nChanged 10
		SP:Iteration 33Q (30792.550000 sec): 3 clusters
  Score: Raw -477983.810136 + Penalty 2781.957576 = -475201.852560
  nChanged 13
		SP:Iteration 34Q (30792.650000 sec): 3 clusters
  Score: Raw -477985.726124 + Penalty 2781.957576 = -475203.768548
  nChanged 12
		SP:Iteration 35Q (30792.740000 sec): 3 clusters
  Score: Raw -477987.740001 + Penalty 2781.957576 = -475205.782424
  nChanged 5
		SP:Iteration 36Q (30792.840000 sec): 3 clusters
  Score: Raw -477988.586738 + Penalty 2781.957576 = -475206.629162
  nChanged 5
		SP:Iteration 37Q (30792.930000 sec): 3 clusters
  Score: Raw -477989.540887 + Penalty 2781.957576 = -475207.583310
  nChanged 5
		SP:Iteration 38Q (30793.030000 sec): 3 clusters
  Score: Raw -477990.344406 + Penalty 2781.957576 = -475208.386829
  nChanged 5
		SP:Iteration 39Q (30793.120000 sec): 3 clusters
  Score: Raw -477991.176484 + Penalty 2781.957576 = -475209.218908
  nChanged 7
		SP:Iteration 40F (30793.220000 sec): 3 clusters
  Score: Raw -477992.249395 + Penalty 2781.957576 = -475210.291819
  nChanged 7
		SP:Iteration 41Q (30793.320000 sec): 3 clusters
  Score: Raw -477993.148182 + Penalty 2781.957576 = -475211.190605
  nChanged 7
		SP:Iteration 42Q (30793.410000 sec): 3 clusters
  Score: Raw -477994.042090 + Penalty 2781.957576 = -475212.084513
  nChanged 5
		SP:Iteration 43Q (30793.500000 sec): 3 clusters
  Score: Raw -477994.788344 + Penalty 2781.957576 = -475212.830768
  nChanged 8
		SP:Iteration 44Q (30793.600000 sec): 3 clusters
  Score: Raw -477995.941627 + Penalty 2781.957576 = -475213.984050
  nChanged 6
		SP:Iteration 45Q (30793.700000 sec): 3 clusters
  Score: Raw -477996.966216 + Penalty 2781.957576 = -475215.008639
  nChanged 5
		SP:Iteration 46Q (30793.790000 sec): 3 clusters
  Score: Raw -477997.961712 + Penalty 2781.957576 = -475216.004135
  nChanged 3
		SP:Iteration 47Q (30793.890000 sec): 3 clusters
  Score: Raw -477998.323365 + Penalty 2781.957576 = -475216.365789
  nChanged 0
		SP:Iteration 48F (30793.980000 sec): 3 clusters
  Score: Raw -477998.323365 + Penalty 2781.957576 = -475216.365789
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 93 (1281 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (30794.040000 sec): 2 clusters
  Score: Raw -110823.018379 + Penalty 1162.751899 = -109660.266480
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (30794.070000 sec): 3 clusters
  Score: Raw -110361.233718 + Penalty 2325.503798 = -108035.729919
  nChanged 421
		SP:Iteration 1F (30794.090000 sec): 3 clusters
  Score: Raw -110722.554420 + Penalty 2325.503798 = -108397.050622
  nChanged 95
		SP:Iteration 2F (30794.120000 sec): 3 clusters
  Score: Raw -110806.645982 + Penalty 2325.503798 = -108481.142184
  nChanged 61
		SP:Iteration 3Q (30794.140000 sec): 3 clusters
  Score: Raw -110874.099628 + Penalty 2325.503798 = -108548.595830
  nChanged 56
		SP:Iteration 4Q (30794.170000 sec): 3 clusters
  Score: Raw -110940.678526 + Penalty 2325.503798 = -108615.174728
  nChanged 40
		SP:Iteration 5Q (30794.200000 sec): 3 clusters
  Score: Raw -110982.997948 + Penalty 2325.503798 = -108657.494150
  nChanged 34
		SP:Iteration 6Q (30794.220000 sec): 3 clusters
  Score: Raw -111016.002023 + Penalty 2325.503798 = -108690.498225
  nChanged 27
		SP:Iteration 7Q (30794.250000 sec): 3 clusters
  Score: Raw -111041.124072 + Penalty 2325.503798 = -108715.620274
  nChanged 23
		SP:Iteration 8Q (30794.280000 sec): 3 clusters
  Score: Raw -111056.009627 + Penalty 2325.503798 = -108730.505829
  nChanged 10
		SP:Iteration 9Q (30794.300000 sec): 3 clusters
  Score: Raw -111064.352643 + Penalty 2325.503798 = -108738.848845
  nChanged 9
		SP:Iteration 10Q (30794.330000 sec): 3 clusters
  Score: Raw -111071.154742 + Penalty 2325.503798 = -108745.650944
  nChanged 8
		SP:Iteration 11Q (30794.360000 sec): 3 clusters
  Score: Raw -111076.956162 + Penalty 2325.503798 = -108751.452364
  nChanged 4
		SP:Iteration 12Q (30794.390000 sec): 3 clusters
  Score: Raw -111079.882126 + Penalty 2325.503798 = -108754.378328
  nChanged 3
		SP:Iteration 13Q (30794.410000 sec): 3 clusters
  Score: Raw -111081.539846 + Penalty 2325.503798 = -108756.036048
  nChanged 2
		SP:Iteration 14Q (30794.440000 sec): 3 clusters
  Score: Raw -111082.227216 + Penalty 2325.503798 = -108756.723418
  nChanged 1
		SP:Iteration 15Q (30794.460000 sec): 3 clusters
  Score: Raw -111082.798362 + Penalty 2325.503798 = -108757.294563
  nChanged 0
		SP:Iteration 16F (30794.490000 sec): 3 clusters
  Score: Raw -111082.798362 + Penalty 2325.503798 = -108757.294563
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 94 (1869 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (30794.550000 sec): 2 clusters
  Score: Raw -150718.550702 + Penalty 1224.138306 = -149494.412396
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (30794.590000 sec): 3 clusters
  Score: Raw -149946.458990 + Penalty 2448.276612 = -147498.182378
  nChanged 673
		SP:Iteration 1F (30794.630000 sec): 3 clusters
  Score: Raw -150438.259963 + Penalty 2448.276612 = -147989.983350
  nChanged 151
		SP:Iteration 2F (30794.660000 sec): 3 clusters
  Score: Raw -150584.123071 + Penalty 2448.276612 = -148135.846458
  nChanged 97
		SP:Iteration 3F (30794.700000 sec): 3 clusters
  Score: Raw -150659.902016 + Penalty 2448.276612 = -148211.625403
  nChanged 65
		SP:Iteration 4Q (30794.740000 sec): 3 clusters
  Score: Raw -150713.847658 + Penalty 2448.276612 = -148265.571046
  nChanged 49
		SP:Iteration 5Q (30794.770000 sec): 3 clusters
  Score: Raw -150748.982617 + Penalty 2448.276612 = -148300.706005
  nChanged 35
		SP:Iteration 6Q (30794.810000 sec): 3 clusters
  Score: Raw -150772.885974 + Penalty 2448.276612 = -148324.609362
  nChanged 32
		SP:Iteration 7Q (30794.850000 sec): 3 clusters
  Score: Raw -150793.359704 + Penalty 2448.276612 = -148345.083091
  nChanged 30
		SP:Iteration 8Q (30794.890000 sec): 3 clusters
  Score: Raw -150821.030879 + Penalty 2448.276612 = -148372.754267
  nChanged 32
		SP:Iteration 9Q (30794.920000 sec): 3 clusters
  Score: Raw -150852.229943 + Penalty 2448.276612 = -148403.953330
  nChanged 43
		SP:Iteration 10Q (30794.960000 sec): 3 clusters
  Score: Raw -150878.944551 + Penalty 2448.276612 = -148430.667938
  nChanged 29
		SP:Iteration 11Q (30794.990000 sec): 3 clusters
  Score: Raw -150899.767968 + Penalty 2448.276612 = -148451.491355
  nChanged 23
		SP:Iteration 12Q (30795.030000 sec): 3 clusters
  Score: Raw -150910.819926 + Penalty 2448.276612 = -148462.543314
  nChanged 13
		SP:Iteration 13Q (30795.070000 sec): 3 clusters
  Score: Raw -150918.940418 + Penalty 2448.276612 = -148470.663805
  nChanged 11
		SP:Iteration 14Q (30795.110000 sec): 3 clusters
  Score: Raw -150924.209394 + Penalty 2448.276612 = -148475.932781
  nChanged 6
		SP:Iteration 15Q (30795.140000 sec): 3 clusters
  Score: Raw -150928.191488 + Penalty 2448.276612 = -148479.914876
  nChanged 11
		SP:Iteration 16Q (30795.180000 sec): 3 clusters
  Score: Raw -150935.097642 + Penalty 2448.276612 = -148486.821030
  nChanged 14
		SP:Iteration 17Q (30795.220000 sec): 3 clusters
  Score: Raw -150946.031607 + Penalty 2448.276612 = -148497.754994
  nChanged 13
		SP:Iteration 18Q (30795.260000 sec): 3 clusters
  Score: Raw -150953.001924 + Penalty 2448.276612 = -148504.725312
  nChanged 14
		SP:Iteration 19Q (30795.290000 sec): 3 clusters
  Score: Raw -150962.707155 + Penalty 2448.276612 = -148514.430543
  nChanged 21
		SP:Iteration 20F (30795.330000 sec): 3 clusters
  Score: Raw -150974.045005 + Penalty 2448.276612 = -148525.768393
  nChanged 17
		SP:Iteration 21Q (30795.360000 sec): 3 clusters
  Score: Raw -150989.106563 + Penalty 2448.276612 = -148540.829951
  nChanged 18
		SP:Iteration 22Q (30795.400000 sec): 3 clusters
  Score: Raw -151001.931686 + Penalty 2448.276612 = -148553.655074
  nChanged 14
		SP:Iteration 23Q (30795.440000 sec): 3 clusters
  Score: Raw -151008.975389 + Penalty 2448.276612 = -148560.698777
  nChanged 11
		SP:Iteration 24Q (30795.470000 sec): 3 clusters
  Score: Raw -151015.928642 + Penalty 2448.276612 = -148567.652030
  nChanged 13
		SP:Iteration 25Q (30795.510000 sec): 3 clusters
  Score: Raw -151024.373378 + Penalty 2448.276612 = -148576.096766
  nChanged 13
		SP:Iteration 26Q (30795.550000 sec): 3 clusters
  Score: Raw -151034.975274 + Penalty 2448.276612 = -148586.698661
  nChanged 14
		SP:Iteration 27Q (30795.580000 sec): 3 clusters
  Score: Raw -151046.780113 + Penalty 2448.276612 = -148598.503501
  nChanged 10
		SP:Iteration 28Q (30795.620000 sec): 3 clusters
  Score: Raw -151054.805783 + Penalty 2448.276612 = -148606.529171
  nChanged 16
		SP:Iteration 29Q (30795.660000 sec): 3 clusters
  Score: Raw -151070.434754 + Penalty 2448.276612 = -148622.158142
  nChanged 16
		SP:Iteration 30Q (30795.690000 sec): 3 clusters
  Score: Raw -151079.852517 + Penalty 2448.276612 = -148631.575904
  nChanged 12
		SP:Iteration 31Q (30795.730000 sec): 3 clusters
  Score: Raw -151090.513025 + Penalty 2448.276612 = -148642.236413
  nChanged 10
		SP:Iteration 32Q (30795.760000 sec): 3 clusters
  Score: Raw -151096.729801 + Penalty 2448.276612 = -148648.453188
  nChanged 5
		SP:Iteration 33Q (30795.800000 sec): 3 clusters
  Score: Raw -151098.641880 + Penalty 2448.276612 = -148650.365267
  nChanged 3
		SP:Iteration 34Q (30795.840000 sec): 3 clusters
  Score: Raw -151100.159315 + Penalty 2448.276612 = -148651.882703
  nChanged 1
		SP:Iteration 35Q (30795.870000 sec): 3 clusters
  Score: Raw -151100.392675 + Penalty 2448.276612 = -148652.116063
  nChanged 1
		SP:Iteration 36Q (30795.910000 sec): 3 clusters
  Score: Raw -151101.267253 + Penalty 2448.276612 = -148652.990640
  nChanged 0
		SP:Iteration 37F (30795.950000 sec): 3 clusters
  Score: Raw -151101.267253 + Penalty 2448.276612 = -148652.990640
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 95 (461 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (30795.990000 sec): 2 clusters
  Score: Raw -43609.993728 + Penalty 996.677182 = -42613.316546
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (30796.000000 sec): 3 clusters
  Score: Raw -43553.867486 + Penalty 1993.354364 = -41560.513122
  nChanged 96
		SP:Iteration 1F (30796.010000 sec): 3 clusters
  Score: Raw -43696.588241 + Penalty 1993.354364 = -41703.233877
  nChanged 28
		SP:Iteration 2F (30796.020000 sec): 3 clusters
  Score: Raw -43749.151628 + Penalty 1993.354364 = -41755.797264
  nChanged 12
		SP:Iteration 3Q (30796.030000 sec): 3 clusters
  Score: Raw -43771.328667 + Penalty 1993.354364 = -41777.974303
  nChanged 8
		SP:Iteration 4Q (30796.040000 sec): 3 clusters
  Score: Raw -43784.376103 + Penalty 1993.354364 = -41791.021739
  nChanged 3
		SP:Iteration 5Q (30796.050000 sec): 3 clusters
  Score: Raw -43786.895887 + Penalty 1993.354364 = -41793.541523
  nChanged 0
		SP:Iteration 6F (30796.060000 sec): 3 clusters
  Score: Raw -43786.895887 + Penalty 1993.354364 = -41793.541523
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 96 (2423 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (30796.130000 sec): 2 clusters
  Score: Raw -195623.913161 + Penalty 1266.323780 = -194357.589381
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (30796.180000 sec): 3 clusters
  Score: Raw -194537.010038 + Penalty 2532.647559 = -192004.362478
  nChanged 892
		SP:Iteration 1F (30796.220000 sec): 3 clusters
  Score: Raw -195183.680642 + Penalty 2532.647559 = -192651.033083
  nChanged 230
		SP:Iteration 2F (30796.270000 sec): 3 clusters
  Score: Raw -195426.775895 + Penalty 2532.647559 = -192894.128335
  nChanged 192
		SP:Iteration 3F (30796.320000 sec): 3 clusters
  Score: Raw -195649.331987 + Penalty 2532.647559 = -193116.684428
  nChanged 173
		SP:Iteration 4F (30796.360000 sec): 3 clusters
  Score: Raw -195865.627204 + Penalty 2532.647559 = -193332.979645
  nChanged 155
		SP:Iteration 5F (30796.410000 sec): 3 clusters
  Score: Raw -196044.299608 + Penalty 2532.647559 = -193511.652049
  nChanged 120
		SP:Iteration 6Q (30796.460000 sec): 3 clusters
  Score: Raw -196170.934305 + Penalty 2532.647559 = -193638.286746
  nChanged 90
		SP:Iteration 7Q (30796.500000 sec): 3 clusters
  Score: Raw -196249.882856 + Penalty 2532.647559 = -193717.235296
  nChanged 66
		SP:Iteration 8Q (30796.550000 sec): 3 clusters
  Score: Raw -196309.280245 + Penalty 2532.647559 = -193776.632686
  nChanged 69
		SP:Iteration 9Q (30796.600000 sec): 3 clusters
  Score: Raw -196382.194678 + Penalty 2532.647559 = -193849.547119
  nChanged 63
		SP:Iteration 10Q (30796.640000 sec): 3 clusters
  Score: Raw -196453.608682 + Penalty 2532.647559 = -193920.961123
  nChanged 52
		SP:Iteration 11Q (30796.690000 sec): 3 clusters
  Score: Raw -196510.206808 + Penalty 2532.647559 = -193977.559249
  nChanged 44
		SP:Iteration 12Q (30796.740000 sec): 3 clusters
  Score: Raw -196553.279806 + Penalty 2532.647559 = -194020.632247
  nChanged 34
		SP:Iteration 13Q (30796.780000 sec): 3 clusters
  Score: Raw -196585.281612 + Penalty 2532.647559 = -194052.634053
  nChanged 29
		SP:Iteration 14Q (30796.830000 sec): 3 clusters
  Score: Raw -196614.877407 + Penalty 2532.647559 = -194082.229847
  nChanged 38
		SP:Iteration 15Q (30796.880000 sec): 3 clusters
  Score: Raw -196652.292711 + Penalty 2532.647559 = -194119.645151
  nChanged 35
		SP:Iteration 16Q (30796.920000 sec): 3 clusters
  Score: Raw -196687.064944 + Penalty 2532.647559 = -194154.417385
  nChanged 32
		SP:Iteration 17Q (30796.970000 sec): 3 clusters
  Score: Raw -196722.674413 + Penalty 2532.647559 = -194190.026854
  nChanged 28
		SP:Iteration 18Q (30797.010000 sec): 3 clusters
  Score: Raw -196768.077055 + Penalty 2532.647559 = -194235.429496
  nChanged 33
		SP:Iteration 19Q (30797.060000 sec): 3 clusters
  Score: Raw -196821.234243 + Penalty 2532.647559 = -194288.586683
  nChanged 32
		SP:Iteration 20F (30797.110000 sec): 3 clusters
  Score: Raw -196854.589436 + Penalty 2532.647559 = -194321.941877
  nChanged 17
		SP:Iteration 21Q (30797.150000 sec): 3 clusters
  Score: Raw -196867.178010 + Penalty 2532.647559 = -194334.530451
  nChanged 6
		SP:Iteration 22Q (30797.200000 sec): 3 clusters
  Score: Raw -196871.506231 + Penalty 2532.647559 = -194338.858672
  nChanged 10
		SP:Iteration 23Q (30797.240000 sec): 3 clusters
  Score: Raw -196876.291144 + Penalty 2532.647559 = -194343.643585
  nChanged 2
		SP:Iteration 24Q (30797.290000 sec): 3 clusters
  Score: Raw -196877.453695 + Penalty 2532.647559 = -194344.806135
  nChanged 0
		SP:Iteration 25F (30797.340000 sec): 3 clusters
  Score: Raw -196877.453695 + Penalty 2532.647559 = -194344.806135
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 97 (5210 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (30797.420000 sec): 2 clusters
  Score: Raw -447918.437077 + Penalty 1390.729459 = -446527.707617
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (30797.520000 sec): 3 clusters
  Score: Raw -445163.646247 + Penalty 2781.458919 = -442382.187328
  nChanged 2110
		SP:Iteration 1F (30797.620000 sec): 3 clusters
  Score: Raw -446362.086680 + Penalty 2781.458919 = -443580.627761
  nChanged 391
		SP:Iteration 2F (30797.720000 sec): 3 clusters
  Score: Raw -446593.199026 + Penalty 2781.458919 = -443811.740108
  nChanged 330
		SP:Iteration 3F (30797.810000 sec): 3 clusters
  Score: Raw -446813.917674 + Penalty 2781.458919 = -444032.458756
  nChanged 334
		SP:Iteration 4F (30797.910000 sec): 3 clusters
  Score: Raw -447073.324780 + Penalty 2781.458919 = -444291.865861
  nChanged 346
		SP:Iteration 5F (30798.000000 sec): 3 clusters
  Score: Raw -447361.222919 + Penalty 2781.458919 = -444579.764001
  nChanged 326
		SP:Iteration 6F (30798.100000 sec): 3 clusters
  Score: Raw -447618.976670 + Penalty 2781.458919 = -444837.517751
  nChanged 284
		SP:Iteration 7F (30798.200000 sec): 3 clusters
  Score: Raw -447824.092304 + Penalty 2781.458919 = -445042.633386
  nChanged 192
		SP:Iteration 8Q (30798.290000 sec): 3 clusters
  Score: Raw -447924.587563 + Penalty 2781.458919 = -445143.128644
  nChanged 130
		SP:Iteration 9Q (30798.390000 sec): 3 clusters
  Score: Raw -447986.420288 + Penalty 2781.458919 = -445204.961369
  nChanged 93
		SP:Iteration 10Q (30798.490000 sec): 3 clusters
  Score: Raw -448029.319830 + Penalty 2781.458919 = -445247.860911
  nChanged 58
		SP:Iteration 11Q (30798.580000 sec): 3 clusters
  Score: Raw -448050.070331 + Penalty 2781.458919 = -445268.611412
  nChanged 44
		SP:Iteration 12Q (30798.680000 sec): 3 clusters
  Score: Raw -448064.978056 + Penalty 2781.458919 = -445283.519138
  nChanged 32
		SP:Iteration 13Q (30798.780000 sec): 3 clusters
  Score: Raw -448076.378077 + Penalty 2781.458919 = -445294.919158
  nChanged 42
		SP:Iteration 14Q (30798.880000 sec): 3 clusters
  Score: Raw -448090.076771 + Penalty 2781.458919 = -445308.617852
  nChanged 31
		SP:Iteration 15Q (30798.980000 sec): 3 clusters
  Score: Raw -448098.858152 + Penalty 2781.458919 = -445317.399233
  nChanged 21
		SP:Iteration 16Q (30799.070000 sec): 3 clusters
  Score: Raw -448104.979447 + Penalty 2781.458919 = -445323.520528
  nChanged 21
		SP:Iteration 17Q (30799.170000 sec): 3 clusters
  Score: Raw -448111.201429 + Penalty 2781.458919 = -445329.742510
  nChanged 15
		SP:Iteration 18Q (30799.270000 sec): 3 clusters
  Score: Raw -448114.829862 + Penalty 2781.458919 = -445333.370943
  nChanged 11
		SP:Iteration 19Q (30799.370000 sec): 3 clusters
  Score: Raw -448117.369953 + Penalty 2781.458919 = -445335.911035
  nChanged 12
		SP:Iteration 20F (30799.460000 sec): 3 clusters
  Score: Raw -448120.314953 + Penalty 2781.458919 = -445338.856034
  nChanged 10
		SP:Iteration 21Q (30799.560000 sec): 3 clusters
  Score: Raw -448122.782739 + Penalty 2781.458919 = -445341.323820
  nChanged 7
		SP:Iteration 22Q (30799.660000 sec): 3 clusters
  Score: Raw -448124.349124 + Penalty 2781.458919 = -445342.890205
  nChanged 5
		SP:Iteration 23Q (30799.760000 sec): 3 clusters
  Score: Raw -448125.197020 + Penalty 2781.458919 = -445343.738101
  nChanged 6
		SP:Iteration 24Q (30799.850000 sec): 3 clusters
  Score: Raw -448126.605084 + Penalty 2781.458919 = -445345.146165
  nChanged 5
		SP:Iteration 25Q (30799.950000 sec): 3 clusters
  Score: Raw -448127.806536 + Penalty 2781.458919 = -445346.347617
  nChanged 4
		SP:Iteration 26Q (30800.050000 sec): 3 clusters
  Score: Raw -448128.670522 + Penalty 2781.458919 = -445347.211604
  nChanged 5
		SP:Iteration 27Q (30800.140000 sec): 3 clusters
  Score: Raw -448129.764278 + Penalty 2781.458919 = -445348.305360
  nChanged 2
		SP:Iteration 28Q (30800.240000 sec): 3 clusters
  Score: Raw -448130.303089 + Penalty 2781.458919 = -445348.844170
  nChanged 4
		SP:Iteration 29Q (30800.340000 sec): 3 clusters
  Score: Raw -448131.398860 + Penalty 2781.458919 = -445349.939941
  nChanged 3
		SP:Iteration 30Q (30800.440000 sec): 3 clusters
  Score: Raw -448131.706686 + Penalty 2781.458919 = -445350.247768
  nChanged 2
		SP:Iteration 31Q (30800.540000 sec): 3 clusters
  Score: Raw -448131.966388 + Penalty 2781.458919 = -445350.507469
  nChanged 1
		SP:Iteration 32Q (30800.640000 sec): 3 clusters
  Score: Raw -448132.114409 + Penalty 2781.458919 = -445350.655491
  nChanged 1
		SP:Iteration 33Q (30800.730000 sec): 3 clusters
  Score: Raw -448132.278868 + Penalty 2781.458919 = -445350.819949
  nChanged 1
		SP:Iteration 34Q (30800.830000 sec): 3 clusters
  Score: Raw -448132.498539 + Penalty 2781.458919 = -445351.039620
  nChanged 0
		SP:Iteration 35F (30800.920000 sec): 3 clusters
  Score: Raw -448132.498539 + Penalty 2781.458919 = -445351.039620
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 98 (2674 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (30800.990000 sec): 2 clusters
  Score: Raw -219732.750077 + Penalty 1282.341248 = -218450.408829
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (30801.050000 sec): 3 clusters
  Score: Raw -218500.895903 + Penalty 2564.682496 = -215936.213407
  nChanged 998
		SP:Iteration 1F (30801.100000 sec): 3 clusters
  Score: Raw -219165.097178 + Penalty 2564.682496 = -216600.414682
  nChanged 211
		SP:Iteration 2F (30801.150000 sec): 3 clusters
  Score: Raw -219344.053528 + Penalty 2564.682496 = -216779.371032
  nChanged 179
		SP:Iteration 3F (30801.200000 sec): 3 clusters
  Score: Raw -219482.983725 + Penalty 2564.682496 = -216918.301229
  nChanged 147
		SP:Iteration 4F (30801.260000 sec): 3 clusters
  Score: Raw -219602.366720 + Penalty 2564.682496 = -217037.684224
  nChanged 133
		SP:Iteration 5Q (30801.310000 sec): 3 clusters
  Score: Raw -219730.494620 + Penalty 2564.682496 = -217165.812124
  nChanged 118
		SP:Iteration 6Q (30801.360000 sec): 3 clusters
  Score: Raw -219858.424846 + Penalty 2564.682496 = -217293.742350
  nChanged 105
		SP:Iteration 7Q (30801.410000 sec): 3 clusters
  Score: Raw -219999.944461 + Penalty 2564.682496 = -217435.261965
  nChanged 117
		SP:Iteration 8Q (30801.460000 sec): 3 clusters
  Score: Raw -220173.875089 + Penalty 2564.682496 = -217609.192593
  nChanged 119
		SP:Iteration 9Q (30801.520000 sec): 3 clusters
  Score: Raw -220338.971593 + Penalty 2564.682496 = -217774.289097
  nChanged 95
		SP:Iteration 10Q (30801.570000 sec): 3 clusters
  Score: Raw -220458.197736 + Penalty 2564.682496 = -217893.515240
  nChanged 66
		SP:Iteration 11Q (30801.620000 sec): 3 clusters
  Score: Raw -220537.182423 + Penalty 2564.682496 = -217972.499927
  nChanged 72
		SP:Iteration 12Q (30801.670000 sec): 3 clusters
  Score: Raw -220612.269843 + Penalty 2564.682496 = -218047.587347
  nChanged 51
		SP:Iteration 13Q (30801.720000 sec): 3 clusters
  Score: Raw -220669.307509 + Penalty 2564.682496 = -218104.625013
  nChanged 49
		SP:Iteration 14Q (30801.770000 sec): 3 clusters
  Score: Raw -220733.166933 + Penalty 2564.682496 = -218168.484437
  nChanged 54
		SP:Iteration 15Q (30801.820000 sec): 3 clusters
  Score: Raw -220819.553274 + Penalty 2564.682496 = -218254.870778
  nChanged 45
		SP:Iteration 16Q (30801.870000 sec): 3 clusters
  Score: Raw -220901.333203 + Penalty 2564.682496 = -218336.650707
  nChanged 31
		SP:Iteration 17Q (30801.920000 sec): 3 clusters
  Score: Raw -220938.279178 + Penalty 2564.682496 = -218373.596681
  nChanged 15
		SP:Iteration 18Q (30801.970000 sec): 3 clusters
  Score: Raw -220948.037812 + Penalty 2564.682496 = -218383.355315
  nChanged 11
		SP:Iteration 19Q (30802.020000 sec): 3 clusters
  Score: Raw -220953.322938 + Penalty 2564.682496 = -218388.640442
  nChanged 6
		SP:Iteration 20F (30802.070000 sec): 3 clusters
  Score: Raw -220956.200854 + Penalty 2564.682496 = -218391.518358
  nChanged 1
		SP:Iteration 21Q (30802.120000 sec): 3 clusters
  Score: Raw -220957.241983 + Penalty 2564.682496 = -218392.559487
  nChanged 0
		SP:Iteration 22F (30802.170000 sec): 3 clusters
  Score: Raw -220957.241983 + Penalty 2564.682496 = -218392.559487
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 99 (3050 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (30802.240000 sec): 2 clusters
  Score: Raw -273330.129014 + Penalty 1303.720741 = -272026.408272
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (30802.300000 sec): 3 clusters
  Score: Raw -271897.679452 + Penalty 2607.441483 = -269290.237969
  nChanged 1134
		SP:Iteration 1F (30802.360000 sec): 3 clusters
  Score: Raw -272588.047486 + Penalty 2607.441483 = -269980.606003
  nChanged 243
		SP:Iteration 2F (30802.420000 sec): 3 clusters
  Score: Raw -272763.889342 + Penalty 2607.441483 = -270156.447860
  nChanged 197
		SP:Iteration 3F (30802.480000 sec): 3 clusters
  Score: Raw -272920.348571 + Penalty 2607.441483 = -270312.907089
  nChanged 155
		SP:Iteration 4F (30802.540000 sec): 3 clusters
  Score: Raw -273019.141497 + Penalty 2607.441483 = -270411.700014
  nChanged 135
		SP:Iteration 5Q (30802.600000 sec): 3 clusters
  Score: Raw -273108.160315 + Penalty 2607.441483 = -270500.718832
  nChanged 113
		SP:Iteration 6Q (30802.660000 sec): 3 clusters
  Score: Raw -273173.972552 + Penalty 2607.441483 = -270566.531070
  nChanged 95
		SP:Iteration 7Q (30802.720000 sec): 3 clusters
  Score: Raw -273227.868053 + Penalty 2607.441483 = -270620.426570
  nChanged 94
		SP:Iteration 8Q (30802.780000 sec): 3 clusters
  Score: Raw -273287.643419 + Penalty 2607.441483 = -270680.201936
  nChanged 80
		SP:Iteration 9Q (30802.840000 sec): 3 clusters
  Score: Raw -273339.028331 + Penalty 2607.441483 = -270731.586848
  nChanged 70
		SP:Iteration 10Q (30802.890000 sec): 3 clusters
  Score: Raw -273390.731277 + Penalty 2607.441483 = -270783.289795
  nChanged 59
		SP:Iteration 11Q (30802.950000 sec): 3 clusters
  Score: Raw -273430.150996 + Penalty 2607.441483 = -270822.709514
  nChanged 54
		SP:Iteration 12Q (30803.010000 sec): 3 clusters
  Score: Raw -273457.677900 + Penalty 2607.441483 = -270850.236417
  nChanged 43
		SP:Iteration 13Q (30803.070000 sec): 3 clusters
  Score: Raw -273478.832961 + Penalty 2607.441483 = -270871.391478
  nChanged 32
		SP:Iteration 14Q (30803.130000 sec): 3 clusters
  Score: Raw -273491.162102 + Penalty 2607.441483 = -270883.720620
  nChanged 22
		SP:Iteration 15Q (30803.190000 sec): 3 clusters
  Score: Raw -273500.279138 + Penalty 2607.441483 = -270892.837656
  nChanged 15
		SP:Iteration 16Q (30803.250000 sec): 3 clusters
  Score: Raw -273505.442491 + Penalty 2607.441483 = -270898.001009
  nChanged 14
		SP:Iteration 17Q (30803.310000 sec): 3 clusters
  Score: Raw -273511.425625 + Penalty 2607.441483 = -270903.984143
  nChanged 11
		SP:Iteration 18Q (30803.370000 sec): 3 clusters
  Score: Raw -273515.511661 + Penalty 2607.441483 = -270908.070178
  nChanged 11
		SP:Iteration 19Q (30803.430000 sec): 3 clusters
  Score: Raw -273519.932636 + Penalty 2607.441483 = -270912.491154
  nChanged 13
		SP:Iteration 20F (30803.490000 sec): 3 clusters
  Score: Raw -273525.372627 + Penalty 2607.441483 = -270917.931145
  nChanged 14
		SP:Iteration 21Q (30803.550000 sec): 3 clusters
  Score: Raw -273530.452536 + Penalty 2607.441483 = -270923.011054
  nChanged 12
		SP:Iteration 22Q (30803.600000 sec): 3 clusters
  Score: Raw -273533.218784 + Penalty 2607.441483 = -270925.777301
  nChanged 3
		SP:Iteration 23Q (30803.660000 sec): 3 clusters
  Score: Raw -273533.776221 + Penalty 2607.441483 = -270926.334738
  nChanged 1
		SP:Iteration 24Q (30803.720000 sec): 3 clusters
  Score: Raw -273534.086833 + Penalty 2607.441483 = -270926.645351
  nChanged 0
		SP:Iteration 25F (30803.780000 sec): 3 clusters
  Score: Raw -273534.086833 + Penalty 2607.441483 = -270926.645351
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 100 (6739 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (30803.870000 sec): 2 clusters
  Score: Raw -575589.017890 + Penalty 1432.545859 = -574156.472031
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (30804.000000 sec): 3 clusters
  Score: Raw -572015.210761 + Penalty 2865.091718 = -569150.119043
  nChanged 2879
		SP:Iteration 1F (30804.100000 sec): 3 clusters
  Score: Raw -573640.704682 + Penalty 2865.091718 = -570775.612964
  nChanged 486
		SP:Iteration 2F (30804.220000 sec): 3 clusters
  Score: Raw -573980.167830 + Penalty 2865.091718 = -571115.076112
  nChanged 418
		SP:Iteration 3F (30804.340000 sec): 3 clusters
  Score: Raw -574307.483529 + Penalty 2865.091718 = -571442.391810
  nChanged 414
		SP:Iteration 4F (30804.450000 sec): 3 clusters
  Score: Raw -574595.691023 + Penalty 2865.091718 = -571730.599305
  nChanged 360
		SP:Iteration 5F (30804.570000 sec): 3 clusters
  Score: Raw -574835.260396 + Penalty 2865.091718 = -571970.168678
  nChanged 301
		SP:Iteration 6Q (30804.700000 sec): 3 clusters
  Score: Raw -575053.528967 + Penalty 2865.091718 = -572188.437248
  nChanged 311
		SP:Iteration 7Q (30804.820000 sec): 3 clusters
  Score: Raw -575307.986799 + Penalty 2865.091718 = -572442.895081
  nChanged 306
		SP:Iteration 8Q (30804.940000 sec): 3 clusters
  Score: Raw -575591.006308 + Penalty 2865.091718 = -572725.914590
  nChanged 302
		SP:Iteration 9Q (30805.060000 sec): 3 clusters
  Score: Raw -575849.573189 + Penalty 2865.091718 = -572984.481471
  nChanged 260
		SP:Iteration 10Q (30805.180000 sec): 3 clusters
  Score: Raw -576015.854676 + Penalty 2865.091718 = -573150.762958
  nChanged 177
		SP:Iteration 11Q (30805.300000 sec): 3 clusters
  Score: Raw -576103.640317 + Penalty 2865.091718 = -573238.548599
  nChanged 127
		SP:Iteration 12Q (30805.420000 sec): 3 clusters
  Score: Raw -576161.159441 + Penalty 2865.091718 = -573296.067723
  nChanged 88
		SP:Iteration 13Q (30805.540000 sec): 3 clusters
  Score: Raw -576193.366319 + Penalty 2865.091718 = -573328.274601
  nChanged 59
		SP:Iteration 14Q (30805.660000 sec): 3 clusters
  Score: Raw -576215.824933 + Penalty 2865.091718 = -573350.733215
  nChanged 52
		SP:Iteration 15Q (30805.780000 sec): 3 clusters
  Score: Raw -576236.914978 + Penalty 2865.091718 = -573371.823260
  nChanged 59
		SP:Iteration 16Q (30805.900000 sec): 3 clusters
  Score: Raw -576268.111383 + Penalty 2865.091718 = -573403.019665
  nChanged 48
		SP:Iteration 17Q (30806.020000 sec): 3 clusters
  Score: Raw -576292.934946 + Penalty 2865.091718 = -573427.843228
  nChanged 49
		SP:Iteration 18Q (30806.140000 sec): 3 clusters
  Score: Raw -576324.035863 + Penalty 2865.091718 = -573458.944145
  nChanged 70
		SP:Iteration 19Q (30806.260000 sec): 3 clusters
  Score: Raw -576367.691639 + Penalty 2865.091718 = -573502.599921
  nChanged 58
		SP:Iteration 20F (30806.380000 sec): 3 clusters
  Score: Raw -576396.943486 + Penalty 2865.091718 = -573531.851768
  nChanged 47
		SP:Iteration 21Q (30806.500000 sec): 3 clusters
  Score: Raw -576415.379887 + Penalty 2865.091718 = -573550.288169
  nChanged 41
		SP:Iteration 22Q (30806.620000 sec): 3 clusters
  Score: Raw -576426.986355 + Penalty 2865.091718 = -573561.894637
  nChanged 28
		SP:Iteration 23Q (30806.740000 sec): 3 clusters
  Score: Raw -576434.888229 + Penalty 2865.091718 = -573569.796511
  nChanged 25
		SP:Iteration 24Q (30806.860000 sec): 3 clusters
  Score: Raw -576444.372942 + Penalty 2865.091718 = -573579.281224
  nChanged 28
		SP:Iteration 25Q (30806.970000 sec): 3 clusters
  Score: Raw -576454.356507 + Penalty 2865.091718 = -573589.264789
  nChanged 28
		SP:Iteration 26Q (30807.090000 sec): 3 clusters
  Score: Raw -576468.099048 + Penalty 2865.091718 = -573603.007329
  nChanged 35
		SP:Iteration 27Q (30807.210000 sec): 3 clusters
  Score: Raw -576485.075223 + Penalty 2865.091718 = -573619.983505
  nChanged 38
		SP:Iteration 28Q (30807.330000 sec): 3 clusters
  Score: Raw -576511.451319 + Penalty 2865.091718 = -573646.359601
  nChanged 41
		SP:Iteration 29Q (30807.450000 sec): 3 clusters
  Score: Raw -576538.774553 + Penalty 2865.091718 = -573673.682835
  nChanged 45
		SP:Iteration 30Q (30807.570000 sec): 3 clusters
  Score: Raw -576563.988468 + Penalty 2865.091718 = -573698.896750
  nChanged 42
		SP:Iteration 31Q (30807.680000 sec): 3 clusters
  Score: Raw -576583.195105 + Penalty 2865.091718 = -573718.103387
  nChanged 36
		SP:Iteration 32Q (30807.800000 sec): 3 clusters
  Score: Raw -576607.933076 + Penalty 2865.091718 = -573742.841357
  nChanged 41
		SP:Iteration 33Q (30807.920000 sec): 3 clusters
  Score: Raw -576639.958561 + Penalty 2865.091718 = -573774.866842
  nChanged 54
		SP:Iteration 34Q (30808.030000 sec): 3 clusters
  Score: Raw -576678.330948 + Penalty 2865.091718 = -573813.239229
  nChanged 43
		SP:Iteration 35Q (30808.150000 sec): 3 clusters
  Score: Raw -576712.360957 + Penalty 2865.091718 = -573847.269239
  nChanged 47
		SP:Iteration 36Q (30808.270000 sec): 3 clusters
  Score: Raw -576738.021178 + Penalty 2865.091718 = -573872.929460
  nChanged 45
		SP:Iteration 37Q (30808.390000 sec): 3 clusters
  Score: Raw -576757.948553 + Penalty 2865.091718 = -573892.856835
  nChanged 36
		SP:Iteration 38Q (30808.500000 sec): 3 clusters
  Score: Raw -576771.510283 + Penalty 2865.091718 = -573906.418565
  nChanged 26
		SP:Iteration 39Q (30808.620000 sec): 3 clusters
  Score: Raw -576782.475738 + Penalty 2865.091718 = -573917.384020
  nChanged 22
		SP:Iteration 40F (30808.730000 sec): 3 clusters
  Score: Raw -576789.562665 + Penalty 2865.091718 = -573924.470947
  nChanged 23
		SP:Iteration 41Q (30808.840000 sec): 3 clusters
  Score: Raw -576796.096481 + Penalty 2865.091718 = -573931.004763
  nChanged 18
		SP:Iteration 42Q (30808.950000 sec): 3 clusters
  Score: Raw -576800.851005 + Penalty 2865.091718 = -573935.759287
  nChanged 6
		SP:Iteration 43Q (30809.070000 sec): 3 clusters
  Score: Raw -576802.598686 + Penalty 2865.091718 = -573937.506968
  nChanged 6
		SP:Iteration 44Q (30809.180000 sec): 3 clusters
  Score: Raw -576804.209242 + Penalty 2865.091718 = -573939.117524
  nChanged 4
		SP:Iteration 45Q (30809.290000 sec): 3 clusters
  Score: Raw -576805.331273 + Penalty 2865.091718 = -573940.239554
  nChanged 7
		SP:Iteration 46Q (30809.410000 sec): 3 clusters
  Score: Raw -576806.775521 + Penalty 2865.091718 = -573941.683803
  nChanged 8
		SP:Iteration 47Q (30809.520000 sec): 3 clusters
  Score: Raw -576809.661809 + Penalty 2865.091718 = -573944.570091
  nChanged 12
		SP:Iteration 48Q (30809.630000 sec): 3 clusters
  Score: Raw -576813.877694 + Penalty 2865.091718 = -573948.785976
  nChanged 15
		SP:Iteration 49Q (30809.750000 sec): 3 clusters
  Score: Raw -576818.599307 + Penalty 2865.091718 = -573953.507589
  nChanged 10
		SP:Iteration 50Q (30809.860000 sec): 3 clusters
  Score: Raw -576821.055818 + Penalty 2865.091718 = -573955.964100
  nChanged 6
		SP:Iteration 51Q (30809.970000 sec): 3 clusters
  Score: Raw -576822.069343 + Penalty 2865.091718 = -573956.977625
  nChanged 1
		SP:Iteration 52Q (30810.090000 sec): 3 clusters
  Score: Raw -576822.488083 + Penalty 2865.091718 = -573957.396365
  nChanged 4
		SP:Iteration 53Q (30810.210000 sec): 3 clusters
  Score: Raw -576824.008668 + Penalty 2865.091718 = -573958.916950
  nChanged 6
		SP:Iteration 54Q (30810.330000 sec): 3 clusters
  Score: Raw -576825.963695 + Penalty 2865.091718 = -573960.871977
  nChanged 3
		SP:Iteration 55Q (30810.450000 sec): 3 clusters
  Score: Raw -576826.736637 + Penalty 2865.091718 = -573961.644919
  nChanged 0
		SP:Iteration 56F (30810.580000 sec): 3 clusters
  Score: Raw -576826.736637 + Penalty 2865.091718 = -573961.644919
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 101 (605 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (30810.640000 sec): 2 clusters
  Score: Raw -45587.640350 + Penalty 1040.849624 = -44546.790725
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (30810.650000 sec): 3 clusters
  Score: Raw -45498.695714 + Penalty 2081.699249 = -43416.996465
  nChanged 144
		SP:Iteration 1F (30810.670000 sec): 3 clusters
  Score: Raw -45699.138294 + Penalty 2081.699249 = -43617.439045
  nChanged 39
		SP:Iteration 2F (30810.680000 sec): 3 clusters
  Score: Raw -45780.995652 + Penalty 2081.699249 = -43699.296403
  nChanged 24
		SP:Iteration 3Q (30810.690000 sec): 3 clusters
  Score: Raw -45822.408843 + Penalty 2081.699249 = -43740.709594
  nChanged 17
		SP:Iteration 4Q (30810.710000 sec): 3 clusters
  Score: Raw -45854.823466 + Penalty 2081.699249 = -43773.124217
  nChanged 8
		SP:Iteration 5Q (30810.720000 sec): 3 clusters
  Score: Raw -45882.312283 + Penalty 2081.699249 = -43800.613034
  nChanged 10
		SP:Iteration 6Q (30810.730000 sec): 3 clusters
  Score: Raw -45892.701823 + Penalty 2081.699249 = -43811.002574
  nChanged 6
		SP:Iteration 7Q (30810.750000 sec): 3 clusters
  Score: Raw -45896.986501 + Penalty 2081.699249 = -43815.287252
  nChanged 1
		SP:Iteration 8Q (30810.760000 sec): 3 clusters
  Score: Raw -45898.300486 + Penalty 2081.699249 = -43816.601237
  nChanged 1
		SP:Iteration 9Q (30810.770000 sec): 3 clusters
  Score: Raw -45899.168674 + Penalty 2081.699249 = -43817.469425
  nChanged 0
		SP:Iteration 10F (30810.790000 sec): 3 clusters
  Score: Raw -45899.168674 + Penalty 2081.699249 = -43817.469425
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 102 (1409 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (30810.850000 sec): 2 clusters
  Score: Raw -117722.818074 + Penalty 1178.228271 = -116544.589803
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (30810.880000 sec): 3 clusters
  Score: Raw -117207.505354 + Penalty 2356.456541 = -114851.048813
  nChanged 479
		SP:Iteration 1F (30810.910000 sec): 3 clusters
  Score: Raw -117575.708027 + Penalty 2356.456541 = -115219.251485
  nChanged 113
		SP:Iteration 2F (30810.930000 sec): 3 clusters
  Score: Raw -117676.905371 + Penalty 2356.456541 = -115320.448829
  nChanged 54
		SP:Iteration 3Q (30810.960000 sec): 3 clusters
  Score: Raw -117714.413211 + Penalty 2356.456541 = -115357.956670
  nChanged 30
		SP:Iteration 4Q (30810.990000 sec): 3 clusters
  Score: Raw -117733.546985 + Penalty 2356.456541 = -115377.090444
  nChanged 29
		SP:Iteration 5Q (30811.020000 sec): 3 clusters
  Score: Raw -117749.785694 + Penalty 2356.456541 = -115393.329152
  nChanged 25
		SP:Iteration 6Q (30811.050000 sec): 3 clusters
  Score: Raw -117767.802082 + Penalty 2356.456541 = -115411.345541
  nChanged 16
		SP:Iteration 7Q (30811.070000 sec): 3 clusters
  Score: Raw -117777.879232 + Penalty 2356.456541 = -115421.422691
  nChanged 15
		SP:Iteration 8Q (30811.100000 sec): 3 clusters
  Score: Raw -117789.266105 + Penalty 2356.456541 = -115432.809564
  nChanged 15
		SP:Iteration 9Q (30811.130000 sec): 3 clusters
  Score: Raw -117797.131916 + Penalty 2356.456541 = -115440.675374
  nChanged 8
		SP:Iteration 10Q (30811.160000 sec): 3 clusters
  Score: Raw -117800.394142 + Penalty 2356.456541 = -115443.937600
  nChanged 6
		SP:Iteration 11Q (30811.190000 sec): 3 clusters
  Score: Raw -117805.013634 + Penalty 2356.456541 = -115448.557093
  nChanged 4
		SP:Iteration 12Q (30811.220000 sec): 3 clusters
  Score: Raw -117806.854735 + Penalty 2356.456541 = -115450.398194
  nChanged 4
		SP:Iteration 13Q (30811.250000 sec): 3 clusters
  Score: Raw -117809.647653 + Penalty 2356.456541 = -115453.191112
  nChanged 6
		SP:Iteration 14Q (30811.270000 sec): 3 clusters
  Score: Raw -117812.162474 + Penalty 2356.456541 = -115455.705932
  nChanged 6
		SP:Iteration 15Q (30811.300000 sec): 3 clusters
  Score: Raw -117814.713521 + Penalty 2356.456541 = -115458.256979
  nChanged 5
		SP:Iteration 16Q (30811.330000 sec): 3 clusters
  Score: Raw -117818.387248 + Penalty 2356.456541 = -115461.930707
  nChanged 5
		SP:Iteration 17Q (30811.360000 sec): 3 clusters
  Score: Raw -117822.669247 + Penalty 2356.456541 = -115466.212705
  nChanged 6
		SP:Iteration 18Q (30811.390000 sec): 3 clusters
  Score: Raw -117825.960658 + Penalty 2356.456541 = -115469.504117
  nChanged 4
		SP:Iteration 19Q (30811.410000 sec): 3 clusters
  Score: Raw -117827.358758 + Penalty 2356.456541 = -115470.902216
  nChanged 4
		SP:Iteration 20F (30811.440000 sec): 3 clusters
  Score: Raw -117830.594245 + Penalty 2356.456541 = -115474.137703
  nChanged 5
		SP:Iteration 21Q (30811.470000 sec): 3 clusters
  Score: Raw -117833.933278 + Penalty 2356.456541 = -115477.476737
  nChanged 5
		SP:Iteration 22Q (30811.500000 sec): 3 clusters
  Score: Raw -117836.794615 + Penalty 2356.456541 = -115480.338074
  nChanged 10
		SP:Iteration 23Q (30811.530000 sec): 3 clusters
  Score: Raw -117843.169050 + Penalty 2356.456541 = -115486.712509
  nChanged 11
		SP:Iteration 24Q (30811.550000 sec): 3 clusters
  Score: Raw -117848.486840 + Penalty 2356.456541 = -115492.030299
  nChanged 12
		SP:Iteration 25Q (30811.580000 sec): 3 clusters
  Score: Raw -117860.454208 + Penalty 2356.456541 = -115503.997667
  nChanged 14
		SP:Iteration 26Q (30811.610000 sec): 3 clusters
  Score: Raw -117871.010799 + Penalty 2356.456541 = -115514.554258
  nChanged 11
		SP:Iteration 27Q (30811.640000 sec): 3 clusters
  Score: Raw -117879.928626 + Penalty 2356.456541 = -115523.472084
  nChanged 9
		SP:Iteration 28Q (30811.670000 sec): 3 clusters
  Score: Raw -117886.125754 + Penalty 2356.456541 = -115529.669212
  nChanged 13
		SP:Iteration 29Q (30811.700000 sec): 3 clusters
  Score: Raw -117893.895886 + Penalty 2356.456541 = -115537.439344
  nChanged 9
		SP:Iteration 30Q (30811.730000 sec): 3 clusters
  Score: Raw -117899.288150 + Penalty 2356.456541 = -115542.831609
  nChanged 10
		SP:Iteration 31Q (30811.750000 sec): 3 clusters
  Score: Raw -117906.576624 + Penalty 2356.456541 = -115550.120083
  nChanged 6
		SP:Iteration 32Q (30811.780000 sec): 3 clusters
  Score: Raw -117910.817453 + Penalty 2356.456541 = -115554.360912
  nChanged 8
		SP:Iteration 33Q (30811.810000 sec): 3 clusters
  Score: Raw -117915.342145 + Penalty 2356.456541 = -115558.885604
  nChanged 9
		SP:Iteration 34Q (30811.840000 sec): 3 clusters
  Score: Raw -117919.738776 + Penalty 2356.456541 = -115563.282234
  nChanged 5
		SP:Iteration 35Q (30811.870000 sec): 3 clusters
  Score: Raw -117922.181492 + Penalty 2356.456541 = -115565.724950
  nChanged 4
		SP:Iteration 36Q (30811.890000 sec): 3 clusters
  Score: Raw -117923.904113 + Penalty 2356.456541 = -115567.447572
  nChanged 5
		SP:Iteration 37Q (30811.920000 sec): 3 clusters
  Score: Raw -117927.147785 + Penalty 2356.456541 = -115570.691244
  nChanged 4
		SP:Iteration 38Q (30811.950000 sec): 3 clusters
  Score: Raw -117929.767604 + Penalty 2356.456541 = -115573.311063
  nChanged 4
		SP:Iteration 39Q (30811.980000 sec): 3 clusters
  Score: Raw -117933.460565 + Penalty 2356.456541 = -115577.004023
  nChanged 5
		SP:Iteration 40F (30812.010000 sec): 3 clusters
  Score: Raw -117938.882527 + Penalty 2356.456541 = -115582.425985
  nChanged 4
		SP:Iteration 41Q (30812.040000 sec): 3 clusters
  Score: Raw -117942.680432 + Penalty 2356.456541 = -115586.223890
  nChanged 8
		SP:Iteration 42Q (30812.070000 sec): 3 clusters
  Score: Raw -117949.323402 + Penalty 2356.456541 = -115592.866861
  nChanged 9
		SP:Iteration 43Q (30812.100000 sec): 3 clusters
  Score: Raw -117954.957902 + Penalty 2356.456541 = -115598.501361
  nChanged 8
		SP:Iteration 44Q (30812.120000 sec): 3 clusters
  Score: Raw -117960.292006 + Penalty 2356.456541 = -115603.835464
  nChanged 6
		SP:Iteration 45Q (30812.150000 sec): 3 clusters
  Score: Raw -117964.580645 + Penalty 2356.456541 = -115608.124104
  nChanged 7
		SP:Iteration 46Q (30812.180000 sec): 3 clusters
  Score: Raw -117967.881270 + Penalty 2356.456541 = -115611.424729
  nChanged 1
		SP:Iteration 47Q (30812.210000 sec): 3 clusters
  Score: Raw -117968.431783 + Penalty 2356.456541 = -115611.975242
  nChanged 1
		SP:Iteration 48Q (30812.240000 sec): 3 clusters
  Score: Raw -117969.075142 + Penalty 2356.456541 = -115612.618601
  nChanged 0
		SP:Iteration 49F (30812.260000 sec): 3 clusters
  Score: Raw -117969.075142 + Penalty 2356.456541 = -115612.618601
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 103 (671 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (30812.310000 sec): 2 clusters
  Score: Raw -49081.692463 + Penalty 1057.674985 = -48024.017478
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (30812.330000 sec): 3 clusters
  Score: Raw -48922.998770 + Penalty 2115.349970 = -46807.648800
  nChanged 175
		SP:Iteration 1F (30812.340000 sec): 3 clusters
  Score: Raw -49152.654555 + Penalty 2115.349970 = -47037.304586
  nChanged 55
		SP:Iteration 2F (30812.360000 sec): 3 clusters
  Score: Raw -49243.021905 + Penalty 2115.349970 = -47127.671936
  nChanged 29
		SP:Iteration 3Q (30812.370000 sec): 3 clusters
  Score: Raw -49291.251261 + Penalty 2115.349970 = -47175.901292
  nChanged 24
		SP:Iteration 4Q (30812.380000 sec): 3 clusters
  Score: Raw -49328.136390 + Penalty 2115.349970 = -47212.786420
  nChanged 19
		SP:Iteration 5Q (30812.400000 sec): 3 clusters
  Score: Raw -49359.507886 + Penalty 2115.349970 = -47244.157916
  nChanged 19
		SP:Iteration 6Q (30812.410000 sec): 3 clusters
  Score: Raw -49384.085817 + Penalty 2115.349970 = -47268.735847
  nChanged 9
		SP:Iteration 7Q (30812.430000 sec): 3 clusters
  Score: Raw -49392.316029 + Penalty 2115.349970 = -47276.966059
  nChanged 6
		SP:Iteration 8Q (30812.440000 sec): 3 clusters
  Score: Raw -49396.701997 + Penalty 2115.349970 = -47281.352028
  nChanged 5
		SP:Iteration 9Q (30812.460000 sec): 3 clusters
  Score: Raw -49399.795572 + Penalty 2115.349970 = -47284.445602
  nChanged 8
		SP:Iteration 10Q (30812.470000 sec): 3 clusters
  Score: Raw -49416.286906 + Penalty 2115.349970 = -47300.936936
  nChanged 12
		SP:Iteration 11Q (30812.480000 sec): 3 clusters
  Score: Raw -49437.595658 + Penalty 2115.349970 = -47322.245689
  nChanged 13
		SP:Iteration 12Q (30812.500000 sec): 3 clusters
  Score: Raw -49463.613912 + Penalty 2115.349970 = -47348.263942
  nChanged 14
		SP:Iteration 13Q (30812.510000 sec): 3 clusters
  Score: Raw -49484.691286 + Penalty 2115.349970 = -47369.341317
  nChanged 11
		SP:Iteration 14Q (30812.520000 sec): 3 clusters
  Score: Raw -49507.537377 + Penalty 2115.349970 = -47392.187407
  nChanged 7
		SP:Iteration 15Q (30812.540000 sec): 3 clusters
  Score: Raw -49518.453842 + Penalty 2115.349970 = -47403.103873
  nChanged 6
		SP:Iteration 16Q (30812.550000 sec): 3 clusters
  Score: Raw -49529.189354 + Penalty 2115.349970 = -47413.839385
  nChanged 8
		SP:Iteration 17Q (30812.570000 sec): 3 clusters
  Score: Raw -49553.555772 + Penalty 2115.349970 = -47438.205802
  nChanged 5
		SP:Iteration 18Q (30812.580000 sec): 3 clusters
  Score: Raw -49562.189049 + Penalty 2115.349970 = -47446.839080
  nChanged 9
		SP:Iteration 19Q (30812.590000 sec): 3 clusters
  Score: Raw -49585.289435 + Penalty 2115.349970 = -47469.939466
  nChanged 10
		SP:Iteration 20F (30812.610000 sec): 3 clusters
  Score: Raw -49600.431613 + Penalty 2115.349970 = -47485.081643
  nChanged 6
		SP:Iteration 21Q (30812.620000 sec): 3 clusters
  Score: Raw -49608.480016 + Penalty 2115.349970 = -47493.130047
  nChanged 2
		SP:Iteration 22Q (30812.640000 sec): 3 clusters
  Score: Raw -49611.923565 + Penalty 2115.349970 = -47496.573596
  nChanged 1
		SP:Iteration 23Q (30812.650000 sec): 3 clusters
  Score: Raw -49613.241017 + Penalty 2115.349970 = -47497.891047
  nChanged 1
		SP:Iteration 24Q (30812.660000 sec): 3 clusters
  Score: Raw -49632.376466 + Penalty 2115.349970 = -47517.026496
  nChanged 4
		SP:Iteration 25Q (30812.680000 sec): 3 clusters
  Score: Raw -49641.919837 + Penalty 2115.349970 = -47526.569868
  nChanged 5
		SP:Iteration 26Q (30812.690000 sec): 3 clusters
  Score: Raw -49654.397252 + Penalty 2115.349970 = -47539.047283
  nChanged 5
		SP:Iteration 27Q (30812.700000 sec): 3 clusters
  Score: Raw -49673.975822 + Penalty 2115.349970 = -47558.625853
  nChanged 4
		SP:Iteration 28Q (30812.720000 sec): 3 clusters
  Score: Raw -49679.927301 + Penalty 2115.349970 = -47564.577331
  nChanged 2
		SP:Iteration 29Q (30812.730000 sec): 3 clusters
  Score: Raw -49684.225313 + Penalty 2115.349970 = -47568.875343
  nChanged 2
		SP:Iteration 30Q (30812.750000 sec): 3 clusters
  Score: Raw -49687.357720 + Penalty 2115.349970 = -47572.007750
  nChanged 2
		SP:Iteration 31Q (30812.760000 sec): 3 clusters
  Score: Raw -49693.082229 + Penalty 2115.349970 = -47577.732260
  nChanged 1
		SP:Iteration 32Q (30812.780000 sec): 3 clusters
  Score: Raw -49695.531163 + Penalty 2115.349970 = -47580.181194
  nChanged 1
		SP:Iteration 33Q (30812.790000 sec): 3 clusters
  Score: Raw -49696.472360 + Penalty 2115.349970 = -47581.122390
  nChanged 0
		SP:Iteration 34F (30812.800000 sec): 3 clusters
  Score: Raw -49696.472360 + Penalty 2115.349970 = -47581.122390
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 104 (2611 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (30812.870000 sec): 2 clusters
  Score: Raw -247721.180069 + Penalty 1278.466892 = -246442.713176
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (30812.920000 sec): 3 clusters
  Score: Raw -246494.412930 + Penalty 2556.933785 = -243937.479145
  nChanged 973
		SP:Iteration 1F (30812.980000 sec): 3 clusters
  Score: Raw -247047.356085 + Penalty 2556.933785 = -244490.422300
  nChanged 223
		SP:Iteration 2F (30813.020000 sec): 3 clusters
  Score: Raw -247208.330440 + Penalty 2556.933785 = -244651.396655
  nChanged 147
		SP:Iteration 3F (30813.080000 sec): 3 clusters
  Score: Raw -247298.881024 + Penalty 2556.933785 = -244741.947240
  nChanged 95
		SP:Iteration 4Q (30813.130000 sec): 3 clusters
  Score: Raw -247356.736426 + Penalty 2556.933785 = -244799.802641
  nChanged 72
		SP:Iteration 5Q (30813.180000 sec): 3 clusters
  Score: Raw -247392.389510 + Penalty 2556.933785 = -244835.455725
  nChanged 55
		SP:Iteration 6Q (30813.230000 sec): 3 clusters
  Score: Raw -247415.535281 + Penalty 2556.933785 = -244858.601496
  nChanged 42
		SP:Iteration 7Q (30813.280000 sec): 3 clusters
  Score: Raw -247433.237182 + Penalty 2556.933785 = -244876.303398
  nChanged 36
		SP:Iteration 8Q (30813.330000 sec): 3 clusters
  Score: Raw -247448.689423 + Penalty 2556.933785 = -244891.755638
  nChanged 33
		SP:Iteration 9Q (30813.380000 sec): 3 clusters
  Score: Raw -247461.937835 + Penalty 2556.933785 = -244905.004050
  nChanged 26
		SP:Iteration 10Q (30813.440000 sec): 3 clusters
  Score: Raw -247472.592793 + Penalty 2556.933785 = -244915.659008
  nChanged 23
		SP:Iteration 11Q (30813.490000 sec): 3 clusters
  Score: Raw -247481.195542 + Penalty 2556.933785 = -244924.261757
  nChanged 22
		SP:Iteration 12Q (30813.540000 sec): 3 clusters
  Score: Raw -247488.386569 + Penalty 2556.933785 = -244931.452784
  nChanged 16
		SP:Iteration 13Q (30813.590000 sec): 3 clusters
  Score: Raw -247495.186668 + Penalty 2556.933785 = -244938.252883
  nChanged 11
		SP:Iteration 14Q (30813.640000 sec): 3 clusters
  Score: Raw -247499.096028 + Penalty 2556.933785 = -244942.162243
  nChanged 17
		SP:Iteration 15Q (30813.690000 sec): 3 clusters
  Score: Raw -247503.771260 + Penalty 2556.933785 = -244946.837476
  nChanged 4
		SP:Iteration 16Q (30813.740000 sec): 3 clusters
  Score: Raw -247504.794442 + Penalty 2556.933785 = -244947.860657
  nChanged 6
		SP:Iteration 17Q (30813.800000 sec): 3 clusters
  Score: Raw -247506.359141 + Penalty 2556.933785 = -244949.425356
  nChanged 3
		SP:Iteration 18Q (30813.840000 sec): 3 clusters
  Score: Raw -247507.784357 + Penalty 2556.933785 = -244950.850572
  nChanged 3
		SP:Iteration 19Q (30813.900000 sec): 3 clusters
  Score: Raw -247508.484016 + Penalty 2556.933785 = -244951.550231
  nChanged 3
		SP:Iteration 20F (30813.950000 sec): 3 clusters
  Score: Raw -247509.650474 + Penalty 2556.933785 = -244952.716689
  nChanged 4
		SP:Iteration 21Q (30814.000000 sec): 3 clusters
  Score: Raw -247510.934570 + Penalty 2556.933785 = -244954.000785
  nChanged 1
		SP:Iteration 22Q (30814.050000 sec): 3 clusters
  Score: Raw -247511.075007 + Penalty 2556.933785 = -244954.141222
  nChanged 2
		SP:Iteration 23Q (30814.100000 sec): 3 clusters
  Score: Raw -247511.454065 + Penalty 2556.933785 = -244954.520280
  nChanged 2
		SP:Iteration 24Q (30814.150000 sec): 3 clusters
  Score: Raw -247512.142003 + Penalty 2556.933785 = -244955.208218
  nChanged 1
		SP:Iteration 25Q (30814.200000 sec): 3 clusters
  Score: Raw -247512.749659 + Penalty 2556.933785 = -244955.815874
  nChanged 1
		SP:Iteration 26Q (30814.260000 sec): 3 clusters
  Score: Raw -247512.949742 + Penalty 2556.933785 = -244956.015957
  nChanged 2
		SP:Iteration 27Q (30814.310000 sec): 3 clusters
  Score: Raw -247513.831114 + Penalty 2556.933785 = -244956.897329
  nChanged 2
		SP:Iteration 28Q (30814.360000 sec): 3 clusters
  Score: Raw -247514.431612 + Penalty 2556.933785 = -244957.497827
  nChanged 3
		SP:Iteration 29Q (30814.410000 sec): 3 clusters
  Score: Raw -247515.409303 + Penalty 2556.933785 = -244958.475518
  nChanged 4
		SP:Iteration 30Q (30814.460000 sec): 3 clusters
  Score: Raw -247516.527390 + Penalty 2556.933785 = -244959.593605
  nChanged 4
		SP:Iteration 31Q (30814.510000 sec): 3 clusters
  Score: Raw -247517.535759 + Penalty 2556.933785 = -244960.601974
  nChanged 2
		SP:Iteration 32Q (30814.560000 sec): 3 clusters
  Score: Raw -247517.927614 + Penalty 2556.933785 = -244960.993829
  nChanged 0
		SP:Iteration 33F (30814.610000 sec): 3 clusters
  Score: Raw -247517.927614 + Penalty 2556.933785 = -244960.993829
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 105 (2881 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (30814.670000 sec): 2 clusters
  Score: Raw -233537.522685 + Penalty 1294.457569 = -232243.065116
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (30814.730000 sec): 3 clusters
  Score: Raw -232138.821379 + Penalty 2588.915139 = -229549.906240
  nChanged 1107
		SP:Iteration 1F (30814.790000 sec): 3 clusters
  Score: Raw -232830.205741 + Penalty 2588.915139 = -230241.290602
  nChanged 221
		SP:Iteration 2F (30814.840000 sec): 3 clusters
  Score: Raw -232986.369443 + Penalty 2588.915139 = -230397.454304
  nChanged 160
		SP:Iteration 3F (30814.900000 sec): 3 clusters
  Score: Raw -233105.338042 + Penalty 2588.915139 = -230516.422903
  nChanged 126
		SP:Iteration 4Q (30814.950000 sec): 3 clusters
  Score: Raw -233192.284344 + Penalty 2588.915139 = -230603.369205
  nChanged 95
		SP:Iteration 5Q (30815.010000 sec): 3 clusters
  Score: Raw -233256.470109 + Penalty 2588.915139 = -230667.554970
  nChanged 82
		SP:Iteration 6Q (30815.070000 sec): 3 clusters
  Score: Raw -233301.918690 + Penalty 2588.915139 = -230713.003552
  nChanged 70
		SP:Iteration 7Q (30815.120000 sec): 3 clusters
  Score: Raw -233331.602024 + Penalty 2588.915139 = -230742.686885
  nChanged 47
		SP:Iteration 8Q (30815.180000 sec): 3 clusters
  Score: Raw -233356.031133 + Penalty 2588.915139 = -230767.115994
  nChanged 43
		SP:Iteration 9Q (30815.230000 sec): 3 clusters
  Score: Raw -233384.824516 + Penalty 2588.915139 = -230795.909377
  nChanged 45
		SP:Iteration 10Q (30815.290000 sec): 3 clusters
  Score: Raw -233414.499855 + Penalty 2588.915139 = -230825.584716
  nChanged 49
		SP:Iteration 11Q (30815.350000 sec): 3 clusters
  Score: Raw -233446.023931 + Penalty 2588.915139 = -230857.108792
  nChanged 57
		SP:Iteration 12Q (30815.400000 sec): 3 clusters
  Score: Raw -233482.201400 + Penalty 2588.915139 = -230893.286261
  nChanged 44
		SP:Iteration 13Q (30815.460000 sec): 3 clusters
  Score: Raw -233512.800086 + Penalty 2588.915139 = -230923.884948
  nChanged 41
		SP:Iteration 14Q (30815.520000 sec): 3 clusters
  Score: Raw -233536.110438 + Penalty 2588.915139 = -230947.195299
  nChanged 42
		SP:Iteration 15Q (30815.570000 sec): 3 clusters
  Score: Raw -233558.143641 + Penalty 2588.915139 = -230969.228502
  nChanged 33
		SP:Iteration 16Q (30815.630000 sec): 3 clusters
  Score: Raw -233582.097853 + Penalty 2588.915139 = -230993.182714
  nChanged 40
		SP:Iteration 17Q (30815.680000 sec): 3 clusters
  Score: Raw -233604.641890 + Penalty 2588.915139 = -231015.726751
  nChanged 33
		SP:Iteration 18Q (30815.740000 sec): 3 clusters
  Score: Raw -233626.534119 + Penalty 2588.915139 = -231037.618980
  nChanged 24
		SP:Iteration 19Q (30815.790000 sec): 3 clusters
  Score: Raw -233638.345379 + Penalty 2588.915139 = -231049.430240
  nChanged 26
		SP:Iteration 20F (30815.850000 sec): 3 clusters
  Score: Raw -233650.683764 + Penalty 2588.915139 = -231061.768625
  nChanged 25
		SP:Iteration 21Q (30815.910000 sec): 3 clusters
  Score: Raw -233666.384048 + Penalty 2588.915139 = -231077.468909
  nChanged 19
		SP:Iteration 22Q (30815.960000 sec): 3 clusters
  Score: Raw -233674.226796 + Penalty 2588.915139 = -231085.311657
  nChanged 14
		SP:Iteration 23Q (30816.020000 sec): 3 clusters
  Score: Raw -233681.344580 + Penalty 2588.915139 = -231092.429441
  nChanged 13
		SP:Iteration 24Q (30816.070000 sec): 3 clusters
  Score: Raw -233688.118743 + Penalty 2588.915139 = -231099.203605
  nChanged 13
		SP:Iteration 25Q (30816.130000 sec): 3 clusters
  Score: Raw -233693.429345 + Penalty 2588.915139 = -231104.514206
  nChanged 14
		SP:Iteration 26Q (30816.180000 sec): 3 clusters
  Score: Raw -233698.699605 + Penalty 2588.915139 = -231109.784467
  nChanged 10
		SP:Iteration 27Q (30816.240000 sec): 3 clusters
  Score: Raw -233703.015200 + Penalty 2588.915139 = -231114.100061
  nChanged 9
		SP:Iteration 28Q (30816.290000 sec): 3 clusters
  Score: Raw -233705.590236 + Penalty 2588.915139 = -231116.675097
  nChanged 10
		SP:Iteration 29Q (30816.350000 sec): 3 clusters
  Score: Raw -233709.898785 + Penalty 2588.915139 = -231120.983646
  nChanged 4
		SP:Iteration 30Q (30816.400000 sec): 3 clusters
  Score: Raw -233711.313072 + Penalty 2588.915139 = -231122.397933
  nChanged 5
		SP:Iteration 31Q (30816.460000 sec): 3 clusters
  Score: Raw -233713.285024 + Penalty 2588.915139 = -231124.369885
  nChanged 4
		SP:Iteration 32Q (30816.510000 sec): 3 clusters
  Score: Raw -233714.883807 + Penalty 2588.915139 = -231125.968668
  nChanged 2
		SP:Iteration 33Q (30816.570000 sec): 3 clusters
  Score: Raw -233715.250672 + Penalty 2588.915139 = -231126.335533
  nChanged 2
		SP:Iteration 34Q (30816.630000 sec): 3 clusters
  Score: Raw -233716.391622 + Penalty 2588.915139 = -231127.476483
  nChanged 2
		SP:Iteration 35Q (30816.680000 sec): 3 clusters
  Score: Raw -233717.034269 + Penalty 2588.915139 = -231128.119130
  nChanged 2
		SP:Iteration 36Q (30816.730000 sec): 3 clusters
  Score: Raw -233717.767406 + Penalty 2588.915139 = -231128.852267
  nChanged 3
		SP:Iteration 37Q (30816.790000 sec): 3 clusters
  Score: Raw -233718.708397 + Penalty 2588.915139 = -231129.793258
  nChanged 3
		SP:Iteration 38Q (30816.850000 sec): 3 clusters
  Score: Raw -233719.609954 + Penalty 2588.915139 = -231130.694815
  nChanged 2
		SP:Iteration 39Q (30816.900000 sec): 3 clusters
  Score: Raw -233720.008857 + Penalty 2588.915139 = -231131.093718
  nChanged 0
		SP:Iteration 40F (30816.950000 sec): 3 clusters
  Score: Raw -233720.008857 + Penalty 2588.915139 = -231131.093718
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 106 (24673 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (30817.220000 sec): 2 clusters
  Score: Raw -2257176.045256 + Penalty 1643.438031 = -2255532.607225
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (30817.560000 sec): 3 clusters
  Score: Raw -2242034.092110 + Penalty 3286.876062 = -2238747.216048
  nChanged 11273
		SP:Iteration 1F (30817.840000 sec): 3 clusters
  Score: Raw -2248479.705918 + Penalty 3286.876062 = -2245192.829856
  nChanged 1383
		SP:Iteration 2F (30818.170000 sec): 3 clusters
  Score: Raw -2249077.795153 + Penalty 3286.876062 = -2245790.919091
  nChanged 1484
		SP:Iteration 3F (30818.440000 sec): 3 clusters
  Score: Raw -2249845.796965 + Penalty 3286.876062 = -2246558.920902
  nChanged 1663
		SP:Iteration 4F (30818.730000 sec): 3 clusters
  Score: Raw -2250837.222029 + Penalty 3286.876062 = -2247550.345967
  nChanged 1703
		SP:Iteration 5F (30819.060000 sec): 3 clusters
  Score: Raw -2251884.437210 + Penalty 3286.876062 = -2248597.561148
  nChanged 1550
		SP:Iteration 6F (30819.370000 sec): 3 clusters
  Score: Raw -2252820.449948 + Penalty 3286.876062 = -2249533.573886
  nChanged 1308
		SP:Iteration 7F (30819.700000 sec): 3 clusters
  Score: Raw -2253547.841379 + Penalty 3286.876062 = -2250260.965317
  nChanged 1065
		SP:Iteration 8Q (30820.020000 sec): 3 clusters
  Score: Raw -2254134.229899 + Penalty 3286.876062 = -2250847.353836
  nChanged 893
		SP:Iteration 9Q (30820.360000 sec): 3 clusters
  Score: Raw -2254660.856816 + Penalty 3286.876062 = -2251373.980753
  nChanged 796
		SP:Iteration 10Q (30820.660000 sec): 3 clusters
  Score: Raw -2255142.559349 + Penalty 3286.876062 = -2251855.683287
  nChanged 746
		SP:Iteration 11Q (30821.010000 sec): 3 clusters
  Score: Raw -2255644.544271 + Penalty 3286.876062 = -2252357.668209
  nChanged 686
		SP:Iteration 12Q (30821.310000 sec): 3 clusters
  Score: Raw -2256162.176119 + Penalty 3286.876062 = -2252875.300057
  nChanged 522
		SP:Iteration 13Q (30821.650000 sec): 3 clusters
  Score: Raw -2256561.304267 + Penalty 3286.876062 = -2253274.428204
  nChanged 361
		SP:Iteration 14Q (30821.920000 sec): 3 clusters
  Score: Raw -2256862.736807 + Penalty 3286.876062 = -2253575.860744
  nChanged 239
		SP:Iteration 15Q (30822.200000 sec): 3 clusters
  Score: Raw -2257056.082316 + Penalty 3286.876062 = -2253769.206253
  nChanged 141
		SP:Iteration 16Q (30822.520000 sec): 3 clusters
  Score: Raw -2257164.883202 + Penalty 3286.876062 = -2253878.007139
  nChanged 89
		SP:Iteration 17Q (30822.830000 sec): 3 clusters
  Score: Raw -2257226.829542 + Penalty 3286.876062 = -2253939.953480
  nChanged 53
		SP:Iteration 18Q (30823.120000 sec): 3 clusters
  Score: Raw -2257266.535893 + Penalty 3286.876062 = -2253979.659830
  nChanged 45
		SP:Iteration 19Q (30823.450000 sec): 3 clusters
  Score: Raw -2257306.547896 + Penalty 3286.876062 = -2254019.671834
  nChanged 34
		SP:Iteration 20F (30823.730000 sec): 3 clusters
  Score: Raw -2257340.523472 + Penalty 3286.876062 = -2254053.647410
  nChanged 21
		SP:Iteration 21Q (30824.020000 sec): 3 clusters
  Score: Raw -2257359.862257 + Penalty 3286.876062 = -2254072.986194
  nChanged 18
		SP:Iteration 22Q (30824.360000 sec): 3 clusters
  Score: Raw -2257384.327353 + Penalty 3286.876062 = -2254097.451291
  nChanged 14
		SP:Iteration 23Q (30824.650000 sec): 3 clusters
  Score: Raw -2257399.361387 + Penalty 3286.876062 = -2254112.485325
  nChanged 12
		SP:Iteration 24Q (30824.990000 sec): 3 clusters
  Score: Raw -2257409.047540 + Penalty 3286.876062 = -2254122.171478
  nChanged 4
		SP:Iteration 25Q (30825.300000 sec): 3 clusters
  Score: Raw -2257411.880778 + Penalty 3286.876062 = -2254125.004716
  nChanged 3
		SP:Iteration 26Q (30825.640000 sec): 3 clusters
  Score: Raw -2257414.588884 + Penalty 3286.876062 = -2254127.712821
  nChanged 4
		SP:Iteration 27Q (30825.950000 sec): 3 clusters
  Score: Raw -2257419.149601 + Penalty 3286.876062 = -2254132.273539
  nChanged 3
		SP:Iteration 28Q (30826.300000 sec): 3 clusters
  Score: Raw -2257420.452375 + Penalty 3286.876062 = -2254133.576313
  nChanged 1
		SP:Iteration 29Q (30826.580000 sec): 3 clusters
  Score: Raw -2257421.253089 + Penalty 3286.876062 = -2254134.377027
  nChanged 1
		SP:Iteration 30Q (30826.870000 sec): 3 clusters
  Score: Raw -2257421.889219 + Penalty 3286.876062 = -2254135.013156
  nChanged 0
		SP:Iteration 31F (30827.200000 sec): 3 clusters
  Score: Raw -2257421.889219 + Penalty 3286.876062 = -2254135.013156
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 107 (1915 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (30827.250000 sec): 2 clusters
  Score: Raw -159591.705865 + Penalty 1228.089347 = -158363.616519
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (30827.310000 sec): 3 clusters
  Score: Raw -158811.920662 + Penalty 2456.178693 = -156355.741969
  nChanged 664
		SP:Iteration 1F (30827.360000 sec): 3 clusters
  Score: Raw -159214.962986 + Penalty 2456.178693 = -156758.784293
  nChanged 144
		SP:Iteration 2F (30827.410000 sec): 3 clusters
  Score: Raw -159318.963943 + Penalty 2456.178693 = -156862.785250
  nChanged 97
		SP:Iteration 3F (30827.450000 sec): 3 clusters
  Score: Raw -159391.039609 + Penalty 2456.178693 = -156934.860916
  nChanged 57
		SP:Iteration 4Q (30827.490000 sec): 3 clusters
  Score: Raw -159421.737479 + Penalty 2456.178693 = -156965.558786
  nChanged 49
		SP:Iteration 5Q (30827.530000 sec): 3 clusters
  Score: Raw -159451.769863 + Penalty 2456.178693 = -156995.591169
  nChanged 43
		SP:Iteration 6Q (30827.560000 sec): 3 clusters
  Score: Raw -159480.134430 + Penalty 2456.178693 = -157023.955737
  nChanged 33
		SP:Iteration 7Q (30827.600000 sec): 3 clusters
  Score: Raw -159501.663640 + Penalty 2456.178693 = -157045.484947
  nChanged 27
		SP:Iteration 8Q (30827.640000 sec): 3 clusters
  Score: Raw -159523.619844 + Penalty 2456.178693 = -157067.441151
  nChanged 31
		SP:Iteration 9Q (30827.680000 sec): 3 clusters
  Score: Raw -159543.787487 + Penalty 2456.178693 = -157087.608794
  nChanged 29
		SP:Iteration 10Q (30827.710000 sec): 3 clusters
  Score: Raw -159563.752327 + Penalty 2456.178693 = -157107.573634
  nChanged 22
		SP:Iteration 11Q (30827.750000 sec): 3 clusters
  Score: Raw -159575.754649 + Penalty 2456.178693 = -157119.575956
  nChanged 24
		SP:Iteration 12Q (30827.790000 sec): 3 clusters
  Score: Raw -159588.231636 + Penalty 2456.178693 = -157132.052943
  nChanged 21
		SP:Iteration 13Q (30827.830000 sec): 3 clusters
  Score: Raw -159602.082474 + Penalty 2456.178693 = -157145.903781
  nChanged 28
		SP:Iteration 14Q (30827.870000 sec): 3 clusters
  Score: Raw -159622.710810 + Penalty 2456.178693 = -157166.532117
  nChanged 23
		SP:Iteration 15Q (30827.910000 sec): 3 clusters
  Score: Raw -159642.658665 + Penalty 2456.178693 = -157186.479972
  nChanged 33
		SP:Iteration 16Q (30827.940000 sec): 3 clusters
  Score: Raw -159669.667801 + Penalty 2456.178693 = -157213.489108
  nChanged 26
		SP:Iteration 17Q (30827.980000 sec): 3 clusters
  Score: Raw -159703.312782 + Penalty 2456.178693 = -157247.134089
  nChanged 38
		SP:Iteration 18Q (30828.020000 sec): 3 clusters
  Score: Raw -159737.720550 + Penalty 2456.178693 = -157281.541857
  nChanged 46
		SP:Iteration 19Q (30828.050000 sec): 3 clusters
  Score: Raw -159776.426652 + Penalty 2456.178693 = -157320.247959
  nChanged 43
		SP:Iteration 20F (30828.090000 sec): 3 clusters
  Score: Raw -159826.447574 + Penalty 2456.178693 = -157370.268881
  nChanged 52
		SP:Iteration 21Q (30828.130000 sec): 3 clusters
  Score: Raw -159892.098550 + Penalty 2456.178693 = -157435.919857
  nChanged 56
		SP:Iteration 22Q (30828.170000 sec): 3 clusters
  Score: Raw -159963.690692 + Penalty 2456.178693 = -157507.511999
  nChanged 55
		SP:Iteration 23Q (30828.210000 sec): 3 clusters
  Score: Raw -160019.057027 + Penalty 2456.178693 = -157562.878334
  nChanged 49
		SP:Iteration 24Q (30828.240000 sec): 3 clusters
  Score: Raw -160080.652674 + Penalty 2456.178693 = -157624.473981
  nChanged 42
		SP:Iteration 25Q (30828.280000 sec): 3 clusters
  Score: Raw -160141.536342 + Penalty 2456.178693 = -157685.357649
  nChanged 48
		SP:Iteration 26Q (30828.310000 sec): 3 clusters
  Score: Raw -160209.628690 + Penalty 2456.178693 = -157753.449997
  nChanged 49
		SP:Iteration 27Q (30828.350000 sec): 3 clusters
  Score: Raw -160265.387462 + Penalty 2456.178693 = -157809.208769
  nChanged 46
		SP:Iteration 28Q (30828.390000 sec): 3 clusters
  Score: Raw -160331.940929 + Penalty 2456.178693 = -157875.762236
  nChanged 45
		SP:Iteration 29Q (30828.420000 sec): 3 clusters
  Score: Raw -160399.287548 + Penalty 2456.178693 = -157943.108855
  nChanged 40
		SP:Iteration 30Q (30828.460000 sec): 3 clusters
  Score: Raw -160462.551779 + Penalty 2456.178693 = -158006.373086
  nChanged 26
		SP:Iteration 31Q (30828.490000 sec): 3 clusters
  Score: Raw -160498.944756 + Penalty 2456.178693 = -158042.766063
  nChanged 13
		SP:Iteration 32Q (30828.530000 sec): 3 clusters
  Score: Raw -160509.311039 + Penalty 2456.178693 = -158053.132346
  nChanged 8
		SP:Iteration 33Q (30828.570000 sec): 3 clusters
  Score: Raw -160513.934145 + Penalty 2456.178693 = -158057.755452
  nChanged 1
		SP:Iteration 34Q (30828.600000 sec): 3 clusters
  Score: Raw -160514.232823 + Penalty 2456.178693 = -158058.054130
  nChanged 0
		SP:Iteration 35F (30828.640000 sec): 3 clusters
  Score: Raw -160514.232823 + Penalty 2456.178693 = -158058.054130
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 108 (1684 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (30828.700000 sec): 2 clusters
  Score: Raw -147136.583687 + Penalty 1207.200669 = -145929.383018
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (30828.740000 sec): 3 clusters
  Score: Raw -146476.502204 + Penalty 2414.401338 = -144062.100866
  nChanged 568
		SP:Iteration 1F (30828.770000 sec): 3 clusters
  Score: Raw -146883.800756 + Penalty 2414.401338 = -144469.399418
  nChanged 99
		SP:Iteration 2F (30828.800000 sec): 3 clusters
  Score: Raw -146961.965275 + Penalty 2414.401338 = -144547.563937
  nChanged 62
		SP:Iteration 3Q (30828.840000 sec): 3 clusters
  Score: Raw -147002.679560 + Penalty 2414.401338 = -144588.278221
  nChanged 39
		SP:Iteration 4Q (30828.870000 sec): 3 clusters
  Score: Raw -147033.306127 + Penalty 2414.401338 = -144618.904789
  nChanged 34
		SP:Iteration 5Q (30828.910000 sec): 3 clusters
  Score: Raw -147055.686651 + Penalty 2414.401338 = -144641.285312
  nChanged 31
		SP:Iteration 6Q (30828.940000 sec): 3 clusters
  Score: Raw -147071.818157 + Penalty 2414.401338 = -144657.416819
  nChanged 20
		SP:Iteration 7Q (30828.970000 sec): 3 clusters
  Score: Raw -147082.195526 + Penalty 2414.401338 = -144667.794187
  nChanged 8
		SP:Iteration 8Q (30829.010000 sec): 3 clusters
  Score: Raw -147086.837494 + Penalty 2414.401338 = -144672.436155
  nChanged 6
		SP:Iteration 9Q (30829.040000 sec): 3 clusters
  Score: Raw -147090.551521 + Penalty 2414.401338 = -144676.150182
  nChanged 5
		SP:Iteration 10Q (30829.070000 sec): 3 clusters
  Score: Raw -147093.189139 + Penalty 2414.401338 = -144678.787800
  nChanged 4
		SP:Iteration 11Q (30829.110000 sec): 3 clusters
  Score: Raw -147094.837913 + Penalty 2414.401338 = -144680.436574
  nChanged 4
		SP:Iteration 12Q (30829.140000 sec): 3 clusters
  Score: Raw -147096.141798 + Penalty 2414.401338 = -144681.740460
  nChanged 6
		SP:Iteration 13Q (30829.170000 sec): 3 clusters
  Score: Raw -147099.137930 + Penalty 2414.401338 = -144684.736592
  nChanged 6
		SP:Iteration 14Q (30829.210000 sec): 3 clusters
  Score: Raw -147101.473089 + Penalty 2414.401338 = -144687.071751
  nChanged 8
		SP:Iteration 15Q (30829.240000 sec): 3 clusters
  Score: Raw -147106.929965 + Penalty 2414.401338 = -144692.528627
  nChanged 7
		SP:Iteration 16Q (30829.270000 sec): 3 clusters
  Score: Raw -147110.897315 + Penalty 2414.401338 = -144696.495977
  nChanged 6
		SP:Iteration 17Q (30829.310000 sec): 3 clusters
  Score: Raw -147114.315187 + Penalty 2414.401338 = -144699.913848
  nChanged 4
		SP:Iteration 18Q (30829.340000 sec): 3 clusters
  Score: Raw -147115.784406 + Penalty 2414.401338 = -144701.383068
  nChanged 5
		SP:Iteration 19Q (30829.370000 sec): 3 clusters
  Score: Raw -147117.711086 + Penalty 2414.401338 = -144703.309748
  nChanged 1
		SP:Iteration 20F (30829.410000 sec): 3 clusters
  Score: Raw -147118.171735 + Penalty 2414.401338 = -144703.770397
  nChanged 2
		SP:Iteration 21Q (30829.440000 sec): 3 clusters
  Score: Raw -147118.883743 + Penalty 2414.401338 = -144704.482404
  nChanged 4
		SP:Iteration 22Q (30829.470000 sec): 3 clusters
  Score: Raw -147119.994755 + Penalty 2414.401338 = -144705.593417
  nChanged 3
		SP:Iteration 23Q (30829.510000 sec): 3 clusters
  Score: Raw -147120.908542 + Penalty 2414.401338 = -144706.507203
  nChanged 2
		SP:Iteration 24Q (30829.540000 sec): 3 clusters
  Score: Raw -147121.492581 + Penalty 2414.401338 = -144707.091243
  nChanged 0
		SP:Iteration 25F (30829.570000 sec): 3 clusters
  Score: Raw -147121.492581 + Penalty 2414.401338 = -144707.091243
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 109 (478 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (30829.620000 sec): 2 clusters
  Score: Raw -43370.331656 + Penalty 1002.561744 = -42367.769912
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (30829.630000 sec): 3 clusters
  Score: Raw -43308.609887 + Penalty 2005.123488 = -41303.486399
  nChanged 99
		SP:Iteration 1F (30829.640000 sec): 3 clusters
  Score: Raw -43437.764510 + Penalty 2005.123488 = -41432.641022
  nChanged 21
		SP:Iteration 2Q (30829.650000 sec): 3 clusters
  Score: Raw -43464.330739 + Penalty 2005.123488 = -41459.207251
  nChanged 13
		SP:Iteration 3Q (30829.660000 sec): 3 clusters
  Score: Raw -43493.754666 + Penalty 2005.123488 = -41488.631178
  nChanged 7
		SP:Iteration 4Q (30829.670000 sec): 3 clusters
  Score: Raw -43506.141139 + Penalty 2005.123488 = -41501.017651
  nChanged 5
		SP:Iteration 5Q (30829.680000 sec): 3 clusters
  Score: Raw -43512.671984 + Penalty 2005.123488 = -41507.548496
  nChanged 1
		SP:Iteration 6Q (30829.690000 sec): 3 clusters
  Score: Raw -43513.091303 + Penalty 2005.123488 = -41507.967815
  nChanged 1
		SP:Iteration 7Q (30829.700000 sec): 3 clusters
  Score: Raw -43513.944855 + Penalty 2005.123488 = -41508.821367
  nChanged 1
		SP:Iteration 8Q (30829.710000 sec): 3 clusters
  Score: Raw -43516.325307 + Penalty 2005.123488 = -41511.201819
  nChanged 0
		SP:Iteration 9F (30829.730000 sec): 3 clusters
  Score: Raw -43516.325307 + Penalty 2005.123488 = -41511.201819
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 110 (1254 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (30829.780000 sec): 2 clusters
  Score: Raw -103749.541161 + Penalty 1159.290230 = -102590.250931
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (30829.810000 sec): 3 clusters
  Score: Raw -103312.505904 + Penalty 2318.580459 = -100993.925444
  nChanged 391
		SP:Iteration 1F (30829.830000 sec): 3 clusters
  Score: Raw -103665.933732 + Penalty 2318.580459 = -101347.353273
  nChanged 117
		SP:Iteration 2F (30829.860000 sec): 3 clusters
  Score: Raw -103801.450149 + Penalty 2318.580459 = -101482.869690
  nChanged 73
		SP:Iteration 3F (30829.880000 sec): 3 clusters
  Score: Raw -103884.065394 + Penalty 2318.580459 = -101565.484935
  nChanged 48
		SP:Iteration 4Q (30829.910000 sec): 3 clusters
  Score: Raw -103934.616843 + Penalty 2318.580459 = -101616.036383
  nChanged 32
		SP:Iteration 5Q (30829.930000 sec): 3 clusters
  Score: Raw -103964.880372 + Penalty 2318.580459 = -101646.299913
  nChanged 28
		SP:Iteration 6Q (30829.960000 sec): 3 clusters
  Score: Raw -103988.822237 + Penalty 2318.580459 = -101670.241777
  nChanged 12
		SP:Iteration 7Q (30829.980000 sec): 3 clusters
  Score: Raw -103997.010617 + Penalty 2318.580459 = -101678.430158
  nChanged 9
		SP:Iteration 8Q (30830.010000 sec): 3 clusters
  Score: Raw -104002.592998 + Penalty 2318.580459 = -101684.012539
  nChanged 1
		SP:Iteration 9Q (30830.030000 sec): 3 clusters
  Score: Raw -104002.830370 + Penalty 2318.580459 = -101684.249911
  nChanged 0
		SP:Iteration 10F (30830.060000 sec): 3 clusters
  Score: Raw -104002.830370 + Penalty 2318.580459 = -101684.249911
  nChanged 0
Iteration 259Q (31073.180000 sec): 112 clusters
  Score: Raw -67030652.491378 + Penalty 244943.192396 = -66785709.298981
  nChanged 127
Iteration 260F (31439.950000 sec): 112 clusters
  Score: Raw -67030846.269125 + Penalty 244943.192396 = -66785903.076729
  nChanged 240
Iteration 261Q (31680.070000 sec): 112 clusters
  Score: Raw -67031015.087657 + Penalty 244943.192396 = -66786071.895261
  nChanged 202
Iteration 262Q (31919.600000 sec): 112 clusters
  Score: Raw -67031118.126166 + Penalty 244943.192396 = -66786174.933769
  nChanged 194
Iteration 263Q (32159.120000 sec): 112 clusters
  Score: Raw -67031187.455447 + Penalty 244943.192396 = -66786244.263050
  nChanged 179
Iteration 264Q (32399.250000 sec): 112 clusters
  Score: Raw -67031237.665855 + Penalty 244943.192396 = -66786294.473458
  nChanged 142
Iteration 265Q (32638.230000 sec): 112 clusters
  Score: Raw -67031279.497777 + Penalty 244943.192396 = -66786336.305381
  nChanged 133
Iteration 266Q (32877.750000 sec): 112 clusters
  Score: Raw -67031315.410393 + Penalty 244943.192396 = -66786372.217997
  nChanged 107
Iteration 267Q (33117.260000 sec): 112 clusters
  Score: Raw -67031345.841249 + Penalty 244943.192396 = -66786402.648853
  nChanged 97
Iteration 268Q (33356.840000 sec): 112 clusters
  Score: Raw -67031379.332246 + Penalty 244943.192396 = -66786436.139850
  nChanged 102
Iteration 269Q (33595.900000 sec): 112 clusters
  Score: Raw -67031429.032429 + Penalty 244943.192396 = -66786485.840033
  nChanged 112
Iteration 270Q (33835.310000 sec): 112 clusters
  Score: Raw -67031495.361790 + Penalty 244943.192396 = -66786552.169394
  nChanged 112
Iteration 271Q (34074.850000 sec): 112 clusters
  Score: Raw -67031568.120236 + Penalty 244943.192396 = -66786624.927840
  nChanged 121
Iteration 272Q (34314.820000 sec): 112 clusters
  Score: Raw -67031616.922452 + Penalty 244943.192396 = -66786673.730056
  nChanged 130
Iteration 273Q (34554.550000 sec): 112 clusters
  Score: Raw -67031656.351362 + Penalty 244943.192396 = -66786713.158966
  nChanged 124
Iteration 274Q (34793.360000 sec): 112 clusters
  Score: Raw -67031685.094730 + Penalty 244943.192396 = -66786741.902334
  nChanged 108
Iteration 275Q (35033.010000 sec): 112 clusters
  Score: Raw -67031709.199555 + Penalty 244943.192396 = -66786766.007158
  nChanged 103
Iteration 276Q (35270.680000 sec): 112 clusters
  Score: Raw -67031736.125971 + Penalty 244943.192396 = -66786792.933574
  nChanged 90
Iteration 277Q (35510.780000 sec): 112 clusters
  Score: Raw -67031761.248550 + Penalty 244943.192396 = -66786818.056154
  nChanged 84
Iteration 278Q (35748.990000 sec): 112 clusters
  Score: Raw -67031780.466593 + Penalty 244943.192396 = -66786837.274197
  nChanged 82
Iteration 279Q (35988.550000 sec): 112 clusters
  Score: Raw -67031798.932369 + Penalty 244943.192396 = -66786855.739972
  nChanged 74
Iteration 280F (36321.730000 sec): 112 clusters
  Score: Raw -67031813.718195 + Penalty 244943.192396 = -66786870.525799
  nChanged 67
Iteration 281Q (36561.890000 sec): 112 clusters
  Score: Raw -67031824.749561 + Penalty 244943.192396 = -66786881.557165
  nChanged 62
Iteration 282Q (36801.370000 sec): 112 clusters
  Score: Raw -67031834.303576 + Penalty 244943.192396 = -66786891.111180
  nChanged 58
Iteration 283Q (37041.540000 sec): 112 clusters
  Score: Raw -67031841.943932 + Penalty 244943.192396 = -66786898.751536
  nChanged 57
Iteration 284Q (37281.080000 sec): 112 clusters
  Score: Raw -67031849.980410 + Penalty 244943.192396 = -66786906.788013
  nChanged 46
Iteration 285Q (37520.600000 sec): 112 clusters
  Score: Raw -67031859.227446 + Penalty 244943.192396 = -66786916.035050
  nChanged 59
Iteration 286Q (37759.220000 sec): 112 clusters
  Score: Raw -67031867.538718 + Penalty 244943.192396 = -66786924.346322
  nChanged 48
Iteration 287Q (37998.690000 sec): 112 clusters
  Score: Raw -67031873.159379 + Penalty 244943.192396 = -66786929.966983
  nChanged 41
Iteration 288Q (38237.010000 sec): 112 clusters
  Score: Raw -67031878.083424 + Penalty 244943.192396 = -66786934.891028
  nChanged 34
Iteration 289Q (38476.050000 sec): 112 clusters
  Score: Raw -67031881.845505 + Penalty 244943.192396 = -66786938.653108
  nChanged 29
Iteration 290Q (38715.000000 sec): 112 clusters
  Score: Raw -67031884.513700 + Penalty 244943.192396 = -66786941.321303
  nChanged 20
Iteration 291Q (38954.680000 sec): 112 clusters
  Score: Raw -67031887.090504 + Penalty 244943.192396 = -66786943.898108
  nChanged 16
Iteration 292Q (39194.160000 sec): 112 clusters
  Score: Raw -67031889.687485 + Penalty 244943.192396 = -66786946.495089
  nChanged 17
Iteration 293Q (39433.750000 sec): 112 clusters
  Score: Raw -67031891.803252 + Penalty 244943.192396 = -66786948.610855
  nChanged 10
Iteration 294Q (39673.150000 sec): 112 clusters
  Score: Raw -67031893.240288 + Penalty 244943.192396 = -66786950.047891
  nChanged 6
Iteration 295Q (39912.190000 sec): 112 clusters
  Score: Raw -67031893.908007 + Penalty 244943.192396 = -66786950.715611
  nChanged 3
Iteration 296Q (40152.070000 sec): 112 clusters
  Score: Raw -67031894.476417 + Penalty 244943.192396 = -66786951.284020
  nChanged 8
Iteration 297Q (40391.620000 sec): 112 clusters
  Score: Raw -67031895.981632 + Penalty 244943.192396 = -66786952.789235
  nChanged 6
Iteration 298Q (40630.980000 sec): 112 clusters
  Score: Raw -67031897.226789 + Penalty 244943.192396 = -66786954.034393
  nChanged 5
Writing temp clu file 
Because OldScore, -66786952.789235, is greater than current (better) Score,-66786954.034393 
 Compute initial score before splitting:   Score: Raw -67031897.226789 + Penalty 244943.192396 = -66786954.034393
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 1 (5197 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (40631.210000 sec): 2 clusters
  Score: Raw -491943.009113 + Penalty 1390.323482 = -490552.685631
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (40631.300000 sec): 3 clusters
  Score: Raw -489261.553516 + Penalty 2780.646965 = -486480.906551
  nChanged 2131
		SP:Iteration 1F (40631.400000 sec): 3 clusters
  Score: Raw -490409.284896 + Penalty 2780.646965 = -487628.637932
  nChanged 341
		SP:Iteration 2F (40631.500000 sec): 3 clusters
  Score: Raw -490578.738209 + Penalty 2780.646965 = -487798.091244
  nChanged 251
		SP:Iteration 3Q (40631.600000 sec): 3 clusters
  Score: Raw -490694.584937 + Penalty 2780.646965 = -487913.937972
  nChanged 189
		SP:Iteration 4Q (40631.700000 sec): 3 clusters
  Score: Raw -490771.238955 + Penalty 2780.646965 = -487990.591990
  nChanged 182
		SP:Iteration 5Q (40631.790000 sec): 3 clusters
  Score: Raw -490847.942125 + Penalty 2780.646965 = -488067.295160
  nChanged 147
		SP:Iteration 6Q (40631.890000 sec): 3 clusters
  Score: Raw -490912.701693 + Penalty 2780.646965 = -488132.054728
  nChanged 146
		SP:Iteration 7Q (40631.990000 sec): 3 clusters
  Score: Raw -490967.615660 + Penalty 2780.646965 = -488186.968695
  nChanged 133
		SP:Iteration 8Q (40632.090000 sec): 3 clusters
  Score: Raw -491025.397314 + Penalty 2780.646965 = -488244.750349
  nChanged 156
		SP:Iteration 9Q (40632.190000 sec): 3 clusters
  Score: Raw -491109.183150 + Penalty 2780.646965 = -488328.536185
  nChanged 184
		SP:Iteration 10Q (40632.290000 sec): 3 clusters
  Score: Raw -491223.435432 + Penalty 2780.646965 = -488442.788468
  nChanged 195
		SP:Iteration 11Q (40632.390000 sec): 3 clusters
  Score: Raw -491342.666748 + Penalty 2780.646965 = -488562.019783
  nChanged 186
		SP:Iteration 12Q (40632.490000 sec): 3 clusters
  Score: Raw -491466.758886 + Penalty 2780.646965 = -488686.111921
  nChanged 161
		SP:Iteration 13Q (40632.590000 sec): 3 clusters
  Score: Raw -491584.247297 + Penalty 2780.646965 = -488803.600332
  nChanged 158
		SP:Iteration 14Q (40632.680000 sec): 3 clusters
  Score: Raw -491691.495050 + Penalty 2780.646965 = -488910.848085
  nChanged 135
		SP:Iteration 15Q (40632.780000 sec): 3 clusters
  Score: Raw -491789.124379 + Penalty 2780.646965 = -489008.477414
  nChanged 124
		SP:Iteration 16Q (40632.880000 sec): 3 clusters
  Score: Raw -491874.821922 + Penalty 2780.646965 = -489094.174958
  nChanged 97
		SP:Iteration 17Q (40632.980000 sec): 3 clusters
  Score: Raw -491947.579546 + Penalty 2780.646965 = -489166.932581
  nChanged 73
		SP:Iteration 18Q (40633.080000 sec): 3 clusters
  Score: Raw -491999.670085 + Penalty 2780.646965 = -489219.023120
  nChanged 50
		SP:Iteration 19Q (40633.180000 sec): 3 clusters
  Score: Raw -492039.144988 + Penalty 2780.646965 = -489258.498023
  nChanged 37
		SP:Iteration 20F (40633.270000 sec): 3 clusters
  Score: Raw -492066.350192 + Penalty 2780.646965 = -489285.703227
  nChanged 29
		SP:Iteration 21Q (40633.370000 sec): 3 clusters
  Score: Raw -492086.851074 + Penalty 2780.646965 = -489306.204109
  nChanged 21
		SP:Iteration 22Q (40633.460000 sec): 3 clusters
  Score: Raw -492100.222608 + Penalty 2780.646965 = -489319.575643
  nChanged 14
		SP:Iteration 23Q (40633.560000 sec): 3 clusters
  Score: Raw -492110.488809 + Penalty 2780.646965 = -489329.841844
  nChanged 15
		SP:Iteration 24Q (40633.660000 sec): 3 clusters
  Score: Raw -492122.842750 + Penalty 2780.646965 = -489342.195785
  nChanged 9
		SP:Iteration 25Q (40633.750000 sec): 3 clusters
  Score: Raw -492128.229398 + Penalty 2780.646965 = -489347.582433
  nChanged 11
		SP:Iteration 26Q (40633.850000 sec): 3 clusters
  Score: Raw -492133.646104 + Penalty 2780.646965 = -489352.999139
  nChanged 6
		SP:Iteration 27Q (40633.940000 sec): 3 clusters
  Score: Raw -492137.255068 + Penalty 2780.646965 = -489356.608103
  nChanged 5
		SP:Iteration 28Q (40634.040000 sec): 3 clusters
  Score: Raw -492139.245512 + Penalty 2780.646965 = -489358.598547
  nChanged 2
		SP:Iteration 29Q (40634.130000 sec): 3 clusters
  Score: Raw -492140.234881 + Penalty 2780.646965 = -489359.587916
  nChanged 3
		SP:Iteration 30Q (40634.230000 sec): 3 clusters
  Score: Raw -492141.372977 + Penalty 2780.646965 = -489360.726012
  nChanged 2
		SP:Iteration 31Q (40634.320000 sec): 3 clusters
  Score: Raw -492143.283918 + Penalty 2780.646965 = -489362.636954
  nChanged 2
		SP:Iteration 32Q (40634.420000 sec): 3 clusters
  Score: Raw -492145.208026 + Penalty 2780.646965 = -489364.561061
  nChanged 2
		SP:Iteration 33Q (40634.510000 sec): 3 clusters
  Score: Raw -492146.586305 + Penalty 2780.646965 = -489365.939340
  nChanged 1
		SP:Iteration 34Q (40634.620000 sec): 3 clusters
  Score: Raw -492147.184355 + Penalty 2780.646965 = -489366.537391
  nChanged 1
		SP:Iteration 35Q (40634.720000 sec): 3 clusters
  Score: Raw -492147.727384 + Penalty 2780.646965 = -489367.080419
  nChanged 1
		SP:Iteration 36Q (40634.810000 sec): 3 clusters
  Score: Raw -492148.312401 + Penalty 2780.646965 = -489367.665436
  nChanged 1
		SP:Iteration 37Q (40634.910000 sec): 3 clusters
  Score: Raw -492150.003203 + Penalty 2780.646965 = -489369.356238
  nChanged 2
		SP:Iteration 38Q (40635.000000 sec): 3 clusters
  Score: Raw -492152.851803 + Penalty 2780.646965 = -489372.204838
  nChanged 2
		SP:Iteration 39Q (40635.100000 sec): 3 clusters
  Score: Raw -492153.957652 + Penalty 2780.646965 = -489373.310687
  nChanged 1
		SP:Iteration 40F (40635.200000 sec): 3 clusters
  Score: Raw -492155.693194 + Penalty 2780.646965 = -489375.046229
  nChanged 2
		SP:Iteration 41Q (40635.290000 sec): 3 clusters
  Score: Raw -492157.254043 + Penalty 2780.646965 = -489376.607078
  nChanged 1
		SP:Iteration 42Q (40635.380000 sec): 3 clusters
  Score: Raw -492157.606257 + Penalty 2780.646965 = -489376.959292
  nChanged 1
		SP:Iteration 43Q (40635.480000 sec): 3 clusters
  Score: Raw -492158.540291 + Penalty 2780.646965 = -489377.893326
  nChanged 1
		SP:Iteration 44Q (40635.570000 sec): 3 clusters
  Score: Raw -492159.422096 + Penalty 2780.646965 = -489378.775131
  nChanged 1
		SP:Iteration 45Q (40635.670000 sec): 3 clusters
  Score: Raw -492160.602866 + Penalty 2780.646965 = -489379.955901
  nChanged 1
		SP:Iteration 46Q (40635.760000 sec): 3 clusters
  Score: Raw -492160.949330 + Penalty 2780.646965 = -489380.302365
  nChanged 1
		SP:Iteration 47Q (40635.860000 sec): 3 clusters
  Score: Raw -492161.503310 + Penalty 2780.646965 = -489380.856345
  nChanged 1
		SP:Iteration 48Q (40635.950000 sec): 3 clusters
  Score: Raw -492162.265194 + Penalty 2780.646965 = -489381.618229
  nChanged 1
		SP:Iteration 49Q (40636.050000 sec): 3 clusters
  Score: Raw -492162.552879 + Penalty 2780.646965 = -489381.905914
  nChanged 0
		SP:Iteration 50F (40636.140000 sec): 3 clusters
  Score: Raw -492162.552879 + Penalty 2780.646965 = -489381.905914
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 2 (6511 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (40636.240000 sec): 2 clusters
  Score: Raw -558457.095962 + Penalty 1426.952854 = -557030.143108
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (40636.390000 sec): 3 clusters
  Score: Raw -554859.662626 + Penalty 2853.905708 = -552005.756917
  nChanged 2761
		SP:Iteration 1F (40636.500000 sec): 3 clusters
  Score: Raw -556353.568816 + Penalty 2853.905708 = -553499.663107
  nChanged 413
		SP:Iteration 2F (40636.600000 sec): 3 clusters
  Score: Raw -556552.137584 + Penalty 2853.905708 = -553698.231876
  nChanged 347
		SP:Iteration 3F (40636.710000 sec): 3 clusters
  Score: Raw -556707.248801 + Penalty 2853.905708 = -553853.343093
  nChanged 295
		SP:Iteration 4Q (40636.820000 sec): 3 clusters
  Score: Raw -556839.070499 + Penalty 2853.905708 = -553985.164791
  nChanged 262
		SP:Iteration 5Q (40636.930000 sec): 3 clusters
  Score: Raw -556965.646573 + Penalty 2853.905708 = -554111.740865
  nChanged 291
		SP:Iteration 6Q (40637.040000 sec): 3 clusters
  Score: Raw -557119.756254 + Penalty 2853.905708 = -554265.850546
  nChanged 313
		SP:Iteration 7Q (40637.150000 sec): 3 clusters
  Score: Raw -557323.762162 + Penalty 2853.905708 = -554469.856454
  nChanged 309
		SP:Iteration 8Q (40637.260000 sec): 3 clusters
  Score: Raw -557549.848851 + Penalty 2853.905708 = -554695.943143
  nChanged 294
		SP:Iteration 9Q (40637.370000 sec): 3 clusters
  Score: Raw -557799.534630 + Penalty 2853.905708 = -554945.628922
  nChanged 287
		SP:Iteration 10Q (40637.480000 sec): 3 clusters
  Score: Raw -558056.977205 + Penalty 2853.905708 = -555203.071496
  nChanged 190
		SP:Iteration 11Q (40637.590000 sec): 3 clusters
  Score: Raw -558234.372761 + Penalty 2853.905708 = -555380.467052
  nChanged 146
		SP:Iteration 12Q (40637.700000 sec): 3 clusters
  Score: Raw -558356.934764 + Penalty 2853.905708 = -555503.029056
  nChanged 96
		SP:Iteration 13Q (40637.800000 sec): 3 clusters
  Score: Raw -558435.476619 + Penalty 2853.905708 = -555581.570911
  nChanged 63
		SP:Iteration 14Q (40637.910000 sec): 3 clusters
  Score: Raw -558485.002441 + Penalty 2853.905708 = -555631.096733
  nChanged 53
		SP:Iteration 15Q (40638.020000 sec): 3 clusters
  Score: Raw -558514.997981 + Penalty 2853.905708 = -555661.092272
  nChanged 34
		SP:Iteration 16Q (40638.120000 sec): 3 clusters
  Score: Raw -558532.613903 + Penalty 2853.905708 = -555678.708195
  nChanged 22
		SP:Iteration 17Q (40638.220000 sec): 3 clusters
  Score: Raw -558546.311728 + Penalty 2853.905708 = -555692.406020
  nChanged 21
		SP:Iteration 18Q (40638.330000 sec): 3 clusters
  Score: Raw -558558.604880 + Penalty 2853.905708 = -555704.699171
  nChanged 22
		SP:Iteration 19Q (40638.430000 sec): 3 clusters
  Score: Raw -558570.657081 + Penalty 2853.905708 = -555716.751373
  nChanged 16
		SP:Iteration 20F (40638.540000 sec): 3 clusters
  Score: Raw -558579.363033 + Penalty 2853.905708 = -555725.457324
  nChanged 13
		SP:Iteration 21Q (40638.640000 sec): 3 clusters
  Score: Raw -558585.971361 + Penalty 2853.905708 = -555732.065653
  nChanged 9
		SP:Iteration 22Q (40638.740000 sec): 3 clusters
  Score: Raw -558589.774752 + Penalty 2853.905708 = -555735.869043
  nChanged 6
		SP:Iteration 23Q (40638.850000 sec): 3 clusters
  Score: Raw -558592.290612 + Penalty 2853.905708 = -555738.384904
  nChanged 6
		SP:Iteration 24Q (40638.950000 sec): 3 clusters
  Score: Raw -558596.268273 + Penalty 2853.905708 = -555742.362564
  nChanged 6
		SP:Iteration 25Q (40639.060000 sec): 3 clusters
  Score: Raw -558598.602369 + Penalty 2853.905708 = -555744.696661
  nChanged 6
		SP:Iteration 26Q (40639.160000 sec): 3 clusters
  Score: Raw -558602.376864 + Penalty 2853.905708 = -555748.471156
  nChanged 1
		SP:Iteration 27Q (40639.260000 sec): 3 clusters
  Score: Raw -558602.638282 + Penalty 2853.905708 = -555748.732573
  nChanged 1
		SP:Iteration 28Q (40639.360000 sec): 3 clusters
  Score: Raw -558603.076522 + Penalty 2853.905708 = -555749.170813
  nChanged 1
		SP:Iteration 29Q (40639.470000 sec): 3 clusters
  Score: Raw -558603.323444 + Penalty 2853.905708 = -555749.417736
  nChanged 0
		SP:Iteration 30F (40639.570000 sec): 3 clusters
  Score: Raw -558603.323444 + Penalty 2853.905708 = -555749.417736
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 3 (3237 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (40639.640000 sec): 2 clusters
  Score: Raw -269895.680282 + Penalty 1313.390366 = -268582.289916
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (40639.710000 sec): 3 clusters
  Score: Raw -268364.035277 + Penalty 2626.780733 = -265737.254544
  nChanged 1258
		SP:Iteration 1F (40639.770000 sec): 3 clusters
  Score: Raw -269231.089580 + Penalty 2626.780733 = -266604.308848
  nChanged 273
		SP:Iteration 2F (40639.840000 sec): 3 clusters
  Score: Raw -269444.773534 + Penalty 2626.780733 = -266817.992802
  nChanged 173
		SP:Iteration 3F (40639.900000 sec): 3 clusters
  Score: Raw -269574.010689 + Penalty 2626.780733 = -266947.229956
  nChanged 143
		SP:Iteration 4Q (40639.960000 sec): 3 clusters
  Score: Raw -269667.768437 + Penalty 2626.780733 = -267040.987705
  nChanged 113
		SP:Iteration 5Q (40640.020000 sec): 3 clusters
  Score: Raw -269744.266092 + Penalty 2626.780733 = -267117.485360
  nChanged 114
		SP:Iteration 6Q (40640.090000 sec): 3 clusters
  Score: Raw -269812.214184 + Penalty 2626.780733 = -267185.433451
  nChanged 86
		SP:Iteration 7Q (40640.150000 sec): 3 clusters
  Score: Raw -269870.121333 + Penalty 2626.780733 = -267243.340600
  nChanged 81
		SP:Iteration 8Q (40640.220000 sec): 3 clusters
  Score: Raw -269916.878484 + Penalty 2626.780733 = -267290.097751
  nChanged 66
		SP:Iteration 9Q (40640.280000 sec): 3 clusters
  Score: Raw -269964.076928 + Penalty 2626.780733 = -267337.296195
  nChanged 65
		SP:Iteration 10Q (40640.340000 sec): 3 clusters
  Score: Raw -270010.313760 + Penalty 2626.780733 = -267383.533028
  nChanged 64
		SP:Iteration 11Q (40640.410000 sec): 3 clusters
  Score: Raw -270053.401757 + Penalty 2626.780733 = -267426.621024
  nChanged 46
		SP:Iteration 12Q (40640.470000 sec): 3 clusters
  Score: Raw -270081.175228 + Penalty 2626.780733 = -267454.394496
  nChanged 37
		SP:Iteration 13Q (40640.530000 sec): 3 clusters
  Score: Raw -270107.509035 + Penalty 2626.780733 = -267480.728302
  nChanged 48
		SP:Iteration 14Q (40640.600000 sec): 3 clusters
  Score: Raw -270133.473194 + Penalty 2626.780733 = -267506.692461
  nChanged 39
		SP:Iteration 15Q (40640.660000 sec): 3 clusters
  Score: Raw -270161.286065 + Penalty 2626.780733 = -267534.505333
  nChanged 33
		SP:Iteration 16Q (40640.720000 sec): 3 clusters
  Score: Raw -270179.006056 + Penalty 2626.780733 = -267552.225323
  nChanged 36
		SP:Iteration 17Q (40640.790000 sec): 3 clusters
  Score: Raw -270196.433629 + Penalty 2626.780733 = -267569.652896
  nChanged 20
		SP:Iteration 18Q (40640.850000 sec): 3 clusters
  Score: Raw -270212.089779 + Penalty 2626.780733 = -267585.309047
  nChanged 26
		SP:Iteration 19Q (40640.910000 sec): 3 clusters
  Score: Raw -270232.327030 + Penalty 2626.780733 = -267605.546298
  nChanged 31
		SP:Iteration 20F (40640.980000 sec): 3 clusters
  Score: Raw -270252.122707 + Penalty 2626.780733 = -267625.341975
  nChanged 37
		SP:Iteration 21Q (40641.040000 sec): 3 clusters
  Score: Raw -270273.322155 + Penalty 2626.780733 = -267646.541423
  nChanged 38
		SP:Iteration 22Q (40641.100000 sec): 3 clusters
  Score: Raw -270299.079496 + Penalty 2626.780733 = -267672.298764
  nChanged 37
		SP:Iteration 23Q (40641.160000 sec): 3 clusters
  Score: Raw -270324.748506 + Penalty 2626.780733 = -267697.967773
  nChanged 28
		SP:Iteration 24Q (40641.220000 sec): 3 clusters
  Score: Raw -270340.470767 + Penalty 2626.780733 = -267713.690034
  nChanged 26
		SP:Iteration 25Q (40641.290000 sec): 3 clusters
  Score: Raw -270355.151983 + Penalty 2626.780733 = -267728.371250
  nChanged 19
		SP:Iteration 26Q (40641.350000 sec): 3 clusters
  Score: Raw -270362.760584 + Penalty 2626.780733 = -267735.979851
  nChanged 13
		SP:Iteration 27Q (40641.410000 sec): 3 clusters
  Score: Raw -270366.929537 + Penalty 2626.780733 = -267740.148805
  nChanged 13
		SP:Iteration 28Q (40641.470000 sec): 3 clusters
  Score: Raw -270370.458902 + Penalty 2626.780733 = -267743.678170
  nChanged 9
		SP:Iteration 29Q (40641.540000 sec): 3 clusters
  Score: Raw -270374.094364 + Penalty 2626.780733 = -267747.313631
  nChanged 6
		SP:Iteration 30Q (40641.600000 sec): 3 clusters
  Score: Raw -270376.548770 + Penalty 2626.780733 = -267749.768037
  nChanged 9
		SP:Iteration 31Q (40641.660000 sec): 3 clusters
  Score: Raw -270379.645745 + Penalty 2626.780733 = -267752.865013
  nChanged 8
		SP:Iteration 32Q (40641.720000 sec): 3 clusters
  Score: Raw -270384.538581 + Penalty 2626.780733 = -267757.757848
  nChanged 10
		SP:Iteration 33Q (40641.780000 sec): 3 clusters
  Score: Raw -270388.983701 + Penalty 2626.780733 = -267762.202969
  nChanged 7
		SP:Iteration 34Q (40641.850000 sec): 3 clusters
  Score: Raw -270393.724817 + Penalty 2626.780733 = -267766.944084
  nChanged 7
		SP:Iteration 35Q (40641.910000 sec): 3 clusters
  Score: Raw -270395.822121 + Penalty 2626.780733 = -267769.041388
  nChanged 5
		SP:Iteration 36Q (40641.970000 sec): 3 clusters
  Score: Raw -270400.280252 + Penalty 2626.780733 = -267773.499519
  nChanged 7
		SP:Iteration 37Q (40642.030000 sec): 3 clusters
  Score: Raw -270405.044850 + Penalty 2626.780733 = -267778.264117
  nChanged 6
		SP:Iteration 38Q (40642.100000 sec): 3 clusters
  Score: Raw -270406.999021 + Penalty 2626.780733 = -267780.218289
  nChanged 3
		SP:Iteration 39Q (40642.160000 sec): 3 clusters
  Score: Raw -270408.032315 + Penalty 2626.780733 = -267781.251582
  nChanged 2
		SP:Iteration 40F (40642.220000 sec): 3 clusters
  Score: Raw -270409.225008 + Penalty 2626.780733 = -267782.444275
  nChanged 2
		SP:Iteration 41Q (40642.280000 sec): 3 clusters
  Score: Raw -270409.920180 + Penalty 2626.780733 = -267783.139448
  nChanged 1
		SP:Iteration 42Q (40642.340000 sec): 3 clusters
  Score: Raw -270410.620159 + Penalty 2626.780733 = -267783.839427
  nChanged 1
		SP:Iteration 43Q (40642.410000 sec): 3 clusters
  Score: Raw -270411.013736 + Penalty 2626.780733 = -267784.233004
  nChanged 2
		SP:Iteration 44Q (40642.470000 sec): 3 clusters
  Score: Raw -270411.543103 + Penalty 2626.780733 = -267784.762370
  nChanged 1
		SP:Iteration 45Q (40642.530000 sec): 3 clusters
  Score: Raw -270412.100143 + Penalty 2626.780733 = -267785.319411
  nChanged 1
		SP:Iteration 46Q (40642.600000 sec): 3 clusters
  Score: Raw -270412.431175 + Penalty 2626.780733 = -267785.650443
  nChanged 1
		SP:Iteration 47Q (40642.660000 sec): 3 clusters
  Score: Raw -270412.635729 + Penalty 2626.780733 = -267785.854996
  nChanged 1
		SP:Iteration 48Q (40642.720000 sec): 3 clusters
  Score: Raw -270413.204699 + Penalty 2626.780733 = -267786.423966
  nChanged 2
		SP:Iteration 49Q (40642.780000 sec): 3 clusters
  Score: Raw -270413.667560 + Penalty 2626.780733 = -267786.886827
  nChanged 2
		SP:Iteration 50Q (40642.840000 sec): 3 clusters
  Score: Raw -270414.187676 + Penalty 2626.780733 = -267787.406943
  nChanged 0
		SP:Iteration 51F (40642.910000 sec): 3 clusters
  Score: Raw -270414.187676 + Penalty 2626.780733 = -267787.406943
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 4 (10533 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (40643.050000 sec): 2 clusters
  Score: Raw -936296.365832 + Penalty 1505.118626 = -934791.247206
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (40643.220000 sec): 3 clusters
  Score: Raw -930270.203628 + Penalty 3010.237251 = -927259.966377
  nChanged 4648
		SP:Iteration 1F (40643.390000 sec): 3 clusters
  Score: Raw -932961.561819 + Penalty 3010.237251 = -929951.324568
  nChanged 770
		SP:Iteration 2F (40643.570000 sec): 3 clusters
  Score: Raw -933487.355114 + Penalty 3010.237251 = -930477.117863
  nChanged 817
		SP:Iteration 3F (40643.730000 sec): 3 clusters
  Score: Raw -934137.690075 + Penalty 3010.237251 = -931127.452824
  nChanged 852
		SP:Iteration 4F (40643.910000 sec): 3 clusters
  Score: Raw -934820.390871 + Penalty 3010.237251 = -931810.153620
  nChanged 742
		SP:Iteration 5F (40644.080000 sec): 3 clusters
  Score: Raw -935380.445795 + Penalty 3010.237251 = -932370.208544
  nChanged 607
		SP:Iteration 6F (40644.250000 sec): 3 clusters
  Score: Raw -935753.220271 + Penalty 3010.237251 = -932742.983019
  nChanged 469
		SP:Iteration 7Q (40644.420000 sec): 3 clusters
  Score: Raw -936014.806144 + Penalty 3010.237251 = -933004.568892
  nChanged 365
		SP:Iteration 8Q (40644.610000 sec): 3 clusters
  Score: Raw -936206.520793 + Penalty 3010.237251 = -933196.283542
  nChanged 285
		SP:Iteration 9Q (40644.790000 sec): 3 clusters
  Score: Raw -936335.887799 + Penalty 3010.237251 = -933325.650548
  nChanged 230
		SP:Iteration 10Q (40644.970000 sec): 3 clusters
  Score: Raw -936433.560659 + Penalty 3010.237251 = -933423.323408
  nChanged 213
		SP:Iteration 11Q (40645.130000 sec): 3 clusters
  Score: Raw -936526.552320 + Penalty 3010.237251 = -933516.315069
  nChanged 187
		SP:Iteration 12Q (40645.310000 sec): 3 clusters
  Score: Raw -936611.610103 + Penalty 3010.237251 = -933601.372852
  nChanged 179
		SP:Iteration 13Q (40645.470000 sec): 3 clusters
  Score: Raw -936692.836943 + Penalty 3010.237251 = -933682.599691
  nChanged 195
		SP:Iteration 14Q (40645.660000 sec): 3 clusters
  Score: Raw -936789.577495 + Penalty 3010.237251 = -933779.340244
  nChanged 193
		SP:Iteration 15Q (40645.820000 sec): 3 clusters
  Score: Raw -936879.387033 + Penalty 3010.237251 = -933869.149782
  nChanged 170
		SP:Iteration 16Q (40646.000000 sec): 3 clusters
  Score: Raw -936955.708298 + Penalty 3010.237251 = -933945.471047
  nChanged 178
		SP:Iteration 17Q (40646.220000 sec): 3 clusters
  Score: Raw -937024.379461 + Penalty 3010.237251 = -934014.142209
  nChanged 152
		SP:Iteration 18Q (40646.380000 sec): 3 clusters
  Score: Raw -937074.715998 + Penalty 3010.237251 = -934064.478747
  nChanged 140
		SP:Iteration 19Q (40646.530000 sec): 3 clusters
  Score: Raw -937121.914046 + Penalty 3010.237251 = -934111.676795
  nChanged 131
		SP:Iteration 20F (40646.710000 sec): 3 clusters
  Score: Raw -937157.008176 + Penalty 3010.237251 = -934146.770925
  nChanged 105
		SP:Iteration 21Q (40646.870000 sec): 3 clusters
  Score: Raw -937183.336128 + Penalty 3010.237251 = -934173.098877
  nChanged 97
		SP:Iteration 22Q (40647.050000 sec): 3 clusters
  Score: Raw -937204.905799 + Penalty 3010.237251 = -934194.668548
  nChanged 73
		SP:Iteration 23Q (40647.210000 sec): 3 clusters
  Score: Raw -937218.260778 + Penalty 3010.237251 = -934208.023527
  nChanged 61
		SP:Iteration 24Q (40647.380000 sec): 3 clusters
  Score: Raw -937230.495809 + Penalty 3010.237251 = -934220.258558
  nChanged 67
		SP:Iteration 25Q (40647.540000 sec): 3 clusters
  Score: Raw -937243.700881 + Penalty 3010.237251 = -934233.463630
  nChanged 57
		SP:Iteration 26Q (40647.710000 sec): 3 clusters
  Score: Raw -937254.114091 + Penalty 3010.237251 = -934243.876840
  nChanged 55
		SP:Iteration 27Q (40647.900000 sec): 3 clusters
  Score: Raw -937264.286578 + Penalty 3010.237251 = -934254.049327
  nChanged 53
		SP:Iteration 28Q (40648.060000 sec): 3 clusters
  Score: Raw -937274.938713 + Penalty 3010.237251 = -934264.701462
  nChanged 48
		SP:Iteration 29Q (40648.220000 sec): 3 clusters
  Score: Raw -937284.025881 + Penalty 3010.237251 = -934273.788630
  nChanged 54
		SP:Iteration 30Q (40648.370000 sec): 3 clusters
  Score: Raw -937296.054464 + Penalty 3010.237251 = -934285.817213
  nChanged 52
		SP:Iteration 31Q (40648.540000 sec): 3 clusters
  Score: Raw -937309.391513 + Penalty 3010.237251 = -934299.154262
  nChanged 51
		SP:Iteration 32Q (40648.700000 sec): 3 clusters
  Score: Raw -937320.937613 + Penalty 3010.237251 = -934310.700362
  nChanged 42
		SP:Iteration 33Q (40648.870000 sec): 3 clusters
  Score: Raw -937328.974162 + Penalty 3010.237251 = -934318.736911
  nChanged 28
		SP:Iteration 34Q (40649.040000 sec): 3 clusters
  Score: Raw -937334.675699 + Penalty 3010.237251 = -934324.438448
  nChanged 32
		SP:Iteration 35Q (40649.200000 sec): 3 clusters
  Score: Raw -937340.627637 + Penalty 3010.237251 = -934330.390386
  nChanged 27
		SP:Iteration 36Q (40649.390000 sec): 3 clusters
  Score: Raw -937344.575111 + Penalty 3010.237251 = -934334.337860
  nChanged 18
		SP:Iteration 37Q (40649.540000 sec): 3 clusters
  Score: Raw -937347.830536 + Penalty 3010.237251 = -934337.593285
  nChanged 21
		SP:Iteration 38Q (40649.720000 sec): 3 clusters
  Score: Raw -937350.862871 + Penalty 3010.237251 = -934340.625620
  nChanged 12
		SP:Iteration 39Q (40649.870000 sec): 3 clusters
  Score: Raw -937352.801380 + Penalty 3010.237251 = -934342.564129
  nChanged 16
		SP:Iteration 40F (40650.050000 sec): 3 clusters
  Score: Raw -937355.270716 + Penalty 3010.237251 = -934345.033465
  nChanged 11
		SP:Iteration 41Q (40650.210000 sec): 3 clusters
  Score: Raw -937357.039691 + Penalty 3010.237251 = -934346.802440
  nChanged 6
		SP:Iteration 42Q (40650.380000 sec): 3 clusters
  Score: Raw -937357.983767 + Penalty 3010.237251 = -934347.746516
  nChanged 8
		SP:Iteration 43Q (40650.540000 sec): 3 clusters
  Score: Raw -937359.147331 + Penalty 3010.237251 = -934348.910080
  nChanged 8
		SP:Iteration 44Q (40650.700000 sec): 3 clusters
  Score: Raw -937360.389647 + Penalty 3010.237251 = -934350.152396
  nChanged 6
		SP:Iteration 45Q (40650.890000 sec): 3 clusters
  Score: Raw -937361.281789 + Penalty 3010.237251 = -934351.044538
  nChanged 5
		SP:Iteration 46Q (40651.040000 sec): 3 clusters
  Score: Raw -937361.908447 + Penalty 3010.237251 = -934351.671196
  nChanged 2
		SP:Iteration 47Q (40651.220000 sec): 3 clusters
  Score: Raw -937362.151889 + Penalty 3010.237251 = -934351.914638
  nChanged 1
		SP:Iteration 48Q (40651.380000 sec): 3 clusters
  Score: Raw -937362.217023 + Penalty 3010.237251 = -934351.979771
  nChanged 0
		SP:Iteration 49F (40651.550000 sec): 3 clusters
  Score: Raw -937362.217023 + Penalty 3010.237251 = -934351.979771
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 5 (19332 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (40651.770000 sec): 2 clusters
  Score: Raw -1754438.306506 + Penalty 1603.796518 = -1752834.509988
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (40652.020000 sec): 3 clusters
  Score: Raw -1742787.226118 + Penalty 3207.593036 = -1739579.633082
  nChanged 8787
		SP:Iteration 1F (40652.260000 sec): 3 clusters
  Score: Raw -1747481.802099 + Penalty 3207.593036 = -1744274.209063
  nChanged 968
		SP:Iteration 2F (40652.500000 sec): 3 clusters
  Score: Raw -1747871.654238 + Penalty 3207.593036 = -1744664.061203
  nChanged 969
		SP:Iteration 3F (40652.760000 sec): 3 clusters
  Score: Raw -1748331.372604 + Penalty 3207.593036 = -1745123.779568
  nChanged 1120
		SP:Iteration 4F (40653.010000 sec): 3 clusters
  Score: Raw -1749002.150652 + Penalty 3207.593036 = -1745794.557616
  nChanged 1336
		SP:Iteration 5F (40653.240000 sec): 3 clusters
  Score: Raw -1749971.530000 + Penalty 3207.593036 = -1746763.936964
  nChanged 1485
		SP:Iteration 6F (40653.500000 sec): 3 clusters
  Score: Raw -1751222.980498 + Penalty 3207.593036 = -1748015.387463
  nChanged 1386
		SP:Iteration 7F (40653.750000 sec): 3 clusters
  Score: Raw -1752514.821453 + Penalty 3207.593036 = -1749307.228417
  nChanged 1067
		SP:Iteration 8F (40653.990000 sec): 3 clusters
  Score: Raw -1753535.432151 + Penalty 3207.593036 = -1750327.839115
  nChanged 609
		SP:Iteration 9Q (40654.270000 sec): 3 clusters
  Score: Raw -1754101.350376 + Penalty 3207.593036 = -1750893.757340
  nChanged 260
		SP:Iteration 10Q (40654.500000 sec): 3 clusters
  Score: Raw -1754348.845579 + Penalty 3207.593036 = -1751141.252543
  nChanged 115
		SP:Iteration 11Q (40654.720000 sec): 3 clusters
  Score: Raw -1754477.079289 + Penalty 3207.593036 = -1751269.486253
  nChanged 59
		SP:Iteration 12Q (40654.950000 sec): 3 clusters
  Score: Raw -1754554.068001 + Penalty 3207.593036 = -1751346.474965
  nChanged 30
		SP:Iteration 13Q (40655.170000 sec): 3 clusters
  Score: Raw -1754593.236452 + Penalty 3207.593036 = -1751385.643416
  nChanged 15
		SP:Iteration 14Q (40655.400000 sec): 3 clusters
  Score: Raw -1754616.106313 + Penalty 3207.593036 = -1751408.513277
  nChanged 11
		SP:Iteration 15Q (40655.640000 sec): 3 clusters
  Score: Raw -1754632.733282 + Penalty 3207.593036 = -1751425.140246
  nChanged 5
		SP:Iteration 16Q (40655.870000 sec): 3 clusters
  Score: Raw -1754638.930397 + Penalty 3207.593036 = -1751431.337361
  nChanged 4
		SP:Iteration 17Q (40656.080000 sec): 3 clusters
  Score: Raw -1754642.703979 + Penalty 3207.593036 = -1751435.110943
  nChanged 4
		SP:Iteration 18Q (40656.310000 sec): 3 clusters
  Score: Raw -1754648.327196 + Penalty 3207.593036 = -1751440.734160
  nChanged 4
		SP:Iteration 19Q (40656.560000 sec): 3 clusters
  Score: Raw -1754652.910477 + Penalty 3207.593036 = -1751445.317441
  nChanged 3
		SP:Iteration 20F (40656.800000 sec): 3 clusters
  Score: Raw -1754655.440021 + Penalty 3207.593036 = -1751447.846985
  nChanged 2
		SP:Iteration 21Q (40657.010000 sec): 3 clusters
  Score: Raw -1754658.350339 + Penalty 3207.593036 = -1751450.757304
  nChanged 1
		SP:Iteration 22Q (40657.240000 sec): 3 clusters
  Score: Raw -1754660.301270 + Penalty 3207.593036 = -1751452.708234
  nChanged 2
		SP:Iteration 23Q (40657.450000 sec): 3 clusters
  Score: Raw -1754662.230929 + Penalty 3207.593036 = -1751454.637893
  nChanged 1
		SP:Iteration 24Q (40657.680000 sec): 3 clusters
  Score: Raw -1754662.909126 + Penalty 3207.593036 = -1751455.316091
  nChanged 0
		SP:Iteration 25F (40657.940000 sec): 3 clusters
  Score: Raw -1754662.909126 + Penalty 3207.593036 = -1751455.316091
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 6 (11723 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (40658.070000 sec): 2 clusters
  Score: Raw -978726.929308 + Penalty 1522.512550 = -977204.416757
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (40658.250000 sec): 3 clusters
  Score: Raw -972016.515833 + Penalty 3045.025101 = -968971.490732
  nChanged 5129
		SP:Iteration 1F (40658.420000 sec): 3 clusters
  Score: Raw -974913.108854 + Penalty 3045.025101 = -971868.083753
  nChanged 848
		SP:Iteration 2F (40658.620000 sec): 3 clusters
  Score: Raw -975395.043445 + Penalty 3045.025101 = -972350.018344
  nChanged 772
		SP:Iteration 3F (40658.790000 sec): 3 clusters
  Score: Raw -975870.373760 + Penalty 3045.025101 = -972825.348659
  nChanged 705
		SP:Iteration 4F (40658.960000 sec): 3 clusters
  Score: Raw -976307.165830 + Penalty 3045.025101 = -973262.140729
  nChanged 654
		SP:Iteration 5F (40659.140000 sec): 3 clusters
  Score: Raw -976680.526620 + Penalty 3045.025101 = -973635.501519
  nChanged 550
		SP:Iteration 6Q (40659.320000 sec): 3 clusters
  Score: Raw -977014.532169 + Penalty 3045.025101 = -973969.507068
  nChanged 513
		SP:Iteration 7Q (40659.500000 sec): 3 clusters
  Score: Raw -977312.156789 + Penalty 3045.025101 = -974267.131688
  nChanged 428
		SP:Iteration 8Q (40659.690000 sec): 3 clusters
  Score: Raw -977536.913982 + Penalty 3045.025101 = -974491.888881
  nChanged 351
		SP:Iteration 9Q (40659.860000 sec): 3 clusters
  Score: Raw -977676.533651 + Penalty 3045.025101 = -974631.508550
  nChanged 294
		SP:Iteration 10Q (40660.050000 sec): 3 clusters
  Score: Raw -977782.636118 + Penalty 3045.025101 = -974737.611017
  nChanged 232
		SP:Iteration 11Q (40660.230000 sec): 3 clusters
  Score: Raw -977868.635968 + Penalty 3045.025101 = -974823.610867
  nChanged 221
		SP:Iteration 12Q (40660.410000 sec): 3 clusters
  Score: Raw -977936.979498 + Penalty 3045.025101 = -974891.954397
  nChanged 176
		SP:Iteration 13Q (40660.600000 sec): 3 clusters
  Score: Raw -977980.296179 + Penalty 3045.025101 = -974935.271078
  nChanged 124
		SP:Iteration 14Q (40660.860000 sec): 3 clusters
  Score: Raw -978010.340541 + Penalty 3045.025101 = -974965.315440
  nChanged 102
		SP:Iteration 15Q (40661.120000 sec): 3 clusters
  Score: Raw -978036.923230 + Penalty 3045.025101 = -974991.898129
  nChanged 103
		SP:Iteration 16Q (40661.290000 sec): 3 clusters
  Score: Raw -978063.831735 + Penalty 3045.025101 = -975018.806634
  nChanged 90
		SP:Iteration 17Q (40661.460000 sec): 3 clusters
  Score: Raw -978083.750621 + Penalty 3045.025101 = -975038.725520
  nChanged 89
		SP:Iteration 18Q (40661.640000 sec): 3 clusters
  Score: Raw -978106.035890 + Penalty 3045.025101 = -975061.010789
  nChanged 102
		SP:Iteration 19Q (40661.840000 sec): 3 clusters
  Score: Raw -978135.966030 + Penalty 3045.025101 = -975090.940929
  nChanged 106
		SP:Iteration 20F (40662.000000 sec): 3 clusters
  Score: Raw -978163.500595 + Penalty 3045.025101 = -975118.475494
  nChanged 94
		SP:Iteration 21Q (40662.180000 sec): 3 clusters
  Score: Raw -978188.755905 + Penalty 3045.025101 = -975143.730804
  nChanged 86
		SP:Iteration 22Q (40662.360000 sec): 3 clusters
  Score: Raw -978213.030933 + Penalty 3045.025101 = -975168.005832
  nChanged 85
		SP:Iteration 23Q (40662.540000 sec): 3 clusters
  Score: Raw -978236.087724 + Penalty 3045.025101 = -975191.062623
  nChanged 89
		SP:Iteration 24Q (40662.730000 sec): 3 clusters
  Score: Raw -978261.498076 + Penalty 3045.025101 = -975216.472975
  nChanged 97
		SP:Iteration 25Q (40662.900000 sec): 3 clusters
  Score: Raw -978290.824692 + Penalty 3045.025101 = -975245.799591
  nChanged 100
		SP:Iteration 26Q (40663.080000 sec): 3 clusters
  Score: Raw -978324.633732 + Penalty 3045.025101 = -975279.608631
  nChanged 106
		SP:Iteration 27Q (40663.260000 sec): 3 clusters
  Score: Raw -978368.996872 + Penalty 3045.025101 = -975323.971771
  nChanged 114
		SP:Iteration 28Q (40663.430000 sec): 3 clusters
  Score: Raw -978413.406958 + Penalty 3045.025101 = -975368.381857
  nChanged 118
		SP:Iteration 29Q (40663.630000 sec): 3 clusters
  Score: Raw -978463.254140 + Penalty 3045.025101 = -975418.229039
  nChanged 112
		SP:Iteration 30Q (40663.800000 sec): 3 clusters
  Score: Raw -978506.717352 + Penalty 3045.025101 = -975461.692251
  nChanged 118
		SP:Iteration 31Q (40663.970000 sec): 3 clusters
  Score: Raw -978552.749202 + Penalty 3045.025101 = -975507.724101
  nChanged 131
		SP:Iteration 32Q (40664.160000 sec): 3 clusters
  Score: Raw -978606.478432 + Penalty 3045.025101 = -975561.453331
  nChanged 133
		SP:Iteration 33Q (40664.320000 sec): 3 clusters
  Score: Raw -978667.525666 + Penalty 3045.025101 = -975622.500565
  nChanged 138
		SP:Iteration 34Q (40664.520000 sec): 3 clusters
  Score: Raw -978741.610223 + Penalty 3045.025101 = -975696.585122
  nChanged 157
		SP:Iteration 35Q (40664.690000 sec): 3 clusters
  Score: Raw -978813.571769 + Penalty 3045.025101 = -975768.546668
  nChanged 149
		SP:Iteration 36Q (40664.860000 sec): 3 clusters
  Score: Raw -978890.205673 + Penalty 3045.025101 = -975845.180572
  nChanged 134
		SP:Iteration 37Q (40665.040000 sec): 3 clusters
  Score: Raw -978965.333242 + Penalty 3045.025101 = -975920.308141
  nChanged 149
		SP:Iteration 38Q (40665.200000 sec): 3 clusters
  Score: Raw -979047.478244 + Penalty 3045.025101 = -976002.453143
  nChanged 123
		SP:Iteration 39Q (40665.400000 sec): 3 clusters
  Score: Raw -979108.919045 + Penalty 3045.025101 = -976063.893944
  nChanged 107
		SP:Iteration 40F (40665.570000 sec): 3 clusters
  Score: Raw -979149.786232 + Penalty 3045.025101 = -976104.761131
  nChanged 98
		SP:Iteration 41Q (40665.730000 sec): 3 clusters
  Score: Raw -979182.518871 + Penalty 3045.025101 = -976137.493770
  nChanged 76
		SP:Iteration 42Q (40665.910000 sec): 3 clusters
  Score: Raw -979203.473582 + Penalty 3045.025101 = -976158.448481
  nChanged 57
		SP:Iteration 43Q (40666.070000 sec): 3 clusters
  Score: Raw -979220.558756 + Penalty 3045.025101 = -976175.533655
  nChanged 65
		SP:Iteration 44Q (40666.240000 sec): 3 clusters
  Score: Raw -979239.702313 + Penalty 3045.025101 = -976194.677212
  nChanged 49
		SP:Iteration 45Q (40666.410000 sec): 3 clusters
  Score: Raw -979253.084947 + Penalty 3045.025101 = -976208.059846
  nChanged 48
		SP:Iteration 46Q (40666.580000 sec): 3 clusters
  Score: Raw -979262.731838 + Penalty 3045.025101 = -976217.706737
  nChanged 31
		SP:Iteration 47Q (40666.740000 sec): 3 clusters
  Score: Raw -979268.752898 + Penalty 3045.025101 = -976223.727797
  nChanged 30
		SP:Iteration 48Q (40666.930000 sec): 3 clusters
  Score: Raw -979275.034489 + Penalty 3045.025101 = -976230.009388
  nChanged 28
		SP:Iteration 49Q (40667.090000 sec): 3 clusters
  Score: Raw -979282.746223 + Penalty 3045.025101 = -976237.721122
  nChanged 36
		SP:Iteration 50Q (40667.280000 sec): 3 clusters
  Score: Raw -979293.594780 + Penalty 3045.025101 = -976248.569679
  nChanged 36
		SP:Iteration 51Q (40667.450000 sec): 3 clusters
  Score: Raw -979305.665288 + Penalty 3045.025101 = -976260.640187
  nChanged 44
		SP:Iteration 52Q (40667.610000 sec): 3 clusters
  Score: Raw -979316.624415 + Penalty 3045.025101 = -976271.599314
  nChanged 34
		SP:Iteration 53Q (40667.790000 sec): 3 clusters
  Score: Raw -979327.303019 + Penalty 3045.025101 = -976282.277918
  nChanged 32
		SP:Iteration 54Q (40667.950000 sec): 3 clusters
  Score: Raw -979335.870809 + Penalty 3045.025101 = -976290.845708
  nChanged 27
		SP:Iteration 55Q (40668.120000 sec): 3 clusters
  Score: Raw -979344.323427 + Penalty 3045.025101 = -976299.298326
  nChanged 38
		SP:Iteration 56Q (40668.280000 sec): 3 clusters
  Score: Raw -979355.796355 + Penalty 3045.025101 = -976310.771254
  nChanged 40
		SP:Iteration 57Q (40668.450000 sec): 3 clusters
  Score: Raw -979369.971121 + Penalty 3045.025101 = -976324.946020
  nChanged 43
		SP:Iteration 58Q (40668.610000 sec): 3 clusters
  Score: Raw -979387.143330 + Penalty 3045.025101 = -976342.118229
  nChanged 44
		SP:Iteration 59Q (40668.780000 sec): 3 clusters
  Score: Raw -979402.062949 + Penalty 3045.025101 = -976357.037848
  nChanged 33
		SP:Iteration 60F (40668.950000 sec): 3 clusters
  Score: Raw -979410.939398 + Penalty 3045.025101 = -976365.914297
  nChanged 23
		SP:Iteration 61Q (40669.120000 sec): 3 clusters
  Score: Raw -979417.557196 + Penalty 3045.025101 = -976372.532095
  nChanged 20
		SP:Iteration 62Q (40669.280000 sec): 3 clusters
  Score: Raw -979422.004513 + Penalty 3045.025101 = -976376.979412
  nChanged 18
		SP:Iteration 63Q (40669.450000 sec): 3 clusters
  Score: Raw -979426.787807 + Penalty 3045.025101 = -976381.762706
  nChanged 14
		SP:Iteration 64Q (40669.650000 sec): 3 clusters
  Score: Raw -979429.375916 + Penalty 3045.025101 = -976384.350815
  nChanged 14
		SP:Iteration 65Q (40669.810000 sec): 3 clusters
  Score: Raw -979433.351327 + Penalty 3045.025101 = -976388.326226
  nChanged 16
		SP:Iteration 66Q (40669.970000 sec): 3 clusters
  Score: Raw -979437.626140 + Penalty 3045.025101 = -976392.601039
  nChanged 19
		SP:Iteration 67Q (40670.160000 sec): 3 clusters
  Score: Raw -979442.770208 + Penalty 3045.025101 = -976397.745107
  nChanged 14
		SP:Iteration 68Q (40670.320000 sec): 3 clusters
  Score: Raw -979446.050005 + Penalty 3045.025101 = -976401.024904
  nChanged 8
		SP:Iteration 69Q (40670.490000 sec): 3 clusters
  Score: Raw -979448.298550 + Penalty 3045.025101 = -976403.273449
  nChanged 11
		SP:Iteration 70Q (40670.650000 sec): 3 clusters
  Score: Raw -979450.576100 + Penalty 3045.025101 = -976405.550999
  nChanged 5
		SP:Iteration 71Q (40670.820000 sec): 3 clusters
  Score: Raw -979451.573366 + Penalty 3045.025101 = -976406.548265
  nChanged 6
		SP:Iteration 72Q (40670.990000 sec): 3 clusters
  Score: Raw -979452.413081 + Penalty 3045.025101 = -976407.387980
  nChanged 8
		SP:Iteration 73Q (40671.170000 sec): 3 clusters
  Score: Raw -979454.268926 + Penalty 3045.025101 = -976409.243825
  nChanged 7
		SP:Iteration 74Q (40671.330000 sec): 3 clusters
  Score: Raw -979457.227442 + Penalty 3045.025101 = -976412.202341
  nChanged 12
		SP:Iteration 75Q (40671.490000 sec): 3 clusters
  Score: Raw -979461.577342 + Penalty 3045.025101 = -976416.552241
  nChanged 11
		SP:Iteration 76Q (40671.670000 sec): 3 clusters
  Score: Raw -979464.265942 + Penalty 3045.025101 = -976419.240841
  nChanged 9
		SP:Iteration 77Q (40671.830000 sec): 3 clusters
  Score: Raw -979466.099399 + Penalty 3045.025101 = -976421.074298
  nChanged 5
		SP:Iteration 78Q (40671.990000 sec): 3 clusters
  Score: Raw -979467.214523 + Penalty 3045.025101 = -976422.189422
  nChanged 6
		SP:Iteration 79Q (40672.150000 sec): 3 clusters
  Score: Raw -979468.675579 + Penalty 3045.025101 = -976423.650478
  nChanged 8
		SP:Iteration 80F (40672.330000 sec): 3 clusters
  Score: Raw -979469.934619 + Penalty 3045.025101 = -976424.909518
  nChanged 4
		SP:Iteration 81Q (40672.510000 sec): 3 clusters
  Score: Raw -979470.915126 + Penalty 3045.025101 = -976425.890025
  nChanged 5
		SP:Iteration 82Q (40672.680000 sec): 3 clusters
  Score: Raw -979472.090813 + Penalty 3045.025101 = -976427.065712
  nChanged 5
		SP:Iteration 83Q (40672.830000 sec): 3 clusters
  Score: Raw -979473.379140 + Penalty 3045.025101 = -976428.354039
  nChanged 6
		SP:Iteration 84Q (40673.030000 sec): 3 clusters
  Score: Raw -979474.701685 + Penalty 3045.025101 = -976429.676584
  nChanged 4
		SP:Iteration 85Q (40673.190000 sec): 3 clusters
  Score: Raw -979475.616126 + Penalty 3045.025101 = -976430.591025
  nChanged 3
		SP:Iteration 86Q (40673.370000 sec): 3 clusters
  Score: Raw -979476.013825 + Penalty 3045.025101 = -976430.988724
  nChanged 3
		SP:Iteration 87Q (40673.530000 sec): 3 clusters
  Score: Raw -979476.305328 + Penalty 3045.025101 = -976431.280227
  nChanged 0
		SP:Iteration 88F (40673.710000 sec): 3 clusters
  Score: Raw -979476.305328 + Penalty 3045.025101 = -976431.280227
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 7 (1473 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (40673.770000 sec): 2 clusters
  Score: Raw -112121.072316 + Penalty 1185.446668 = -110935.625648
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (40673.810000 sec): 3 clusters
  Score: Raw -111561.316992 + Penalty 2370.893335 = -109190.423657
  nChanged 499
		SP:Iteration 1F (40673.840000 sec): 3 clusters
  Score: Raw -112000.584020 + Penalty 2370.893335 = -109629.690684
  nChanged 138
		SP:Iteration 2F (40673.870000 sec): 3 clusters
  Score: Raw -112180.080484 + Penalty 2370.893335 = -109809.187149
  nChanged 110
		SP:Iteration 3F (40673.900000 sec): 3 clusters
  Score: Raw -112325.926365 + Penalty 2370.893335 = -109955.033030
  nChanged 81
		SP:Iteration 4F (40673.930000 sec): 3 clusters
  Score: Raw -112431.664054 + Penalty 2370.893335 = -110060.770719
  nChanged 57
		SP:Iteration 5Q (40673.970000 sec): 3 clusters
  Score: Raw -112488.433311 + Penalty 2370.893335 = -110117.539976
  nChanged 48
		SP:Iteration 6Q (40673.990000 sec): 3 clusters
  Score: Raw -112546.561507 + Penalty 2370.893335 = -110175.668172
  nChanged 36
		SP:Iteration 7Q (40674.020000 sec): 3 clusters
  Score: Raw -112587.909076 + Penalty 2370.893335 = -110217.015741
  nChanged 24
		SP:Iteration 8Q (40674.050000 sec): 3 clusters
  Score: Raw -112605.556548 + Penalty 2370.893335 = -110234.663213
  nChanged 13
		SP:Iteration 9Q (40674.080000 sec): 3 clusters
  Score: Raw -112613.891060 + Penalty 2370.893335 = -110242.997725
  nChanged 12
		SP:Iteration 10Q (40674.110000 sec): 3 clusters
  Score: Raw -112623.639949 + Penalty 2370.893335 = -110252.746613
  nChanged 3
		SP:Iteration 11Q (40674.140000 sec): 3 clusters
  Score: Raw -112625.418354 + Penalty 2370.893335 = -110254.525019
  nChanged 3
		SP:Iteration 12Q (40674.170000 sec): 3 clusters
  Score: Raw -112627.613339 + Penalty 2370.893335 = -110256.720003
  nChanged 2
		SP:Iteration 13Q (40674.200000 sec): 3 clusters
  Score: Raw -112629.232238 + Penalty 2370.893335 = -110258.338903
  nChanged 2
		SP:Iteration 14Q (40674.230000 sec): 3 clusters
  Score: Raw -112631.335027 + Penalty 2370.893335 = -110260.441691
  nChanged 4
		SP:Iteration 15Q (40674.260000 sec): 3 clusters
  Score: Raw -112634.442783 + Penalty 2370.893335 = -110263.549447
  nChanged 4
		SP:Iteration 16Q (40674.290000 sec): 3 clusters
  Score: Raw -112637.204146 + Penalty 2370.893335 = -110266.310811
  nChanged 5
		SP:Iteration 17Q (40674.320000 sec): 3 clusters
  Score: Raw -112639.766364 + Penalty 2370.893335 = -110268.873029
  nChanged 5
		SP:Iteration 18Q (40674.350000 sec): 3 clusters
  Score: Raw -112642.750137 + Penalty 2370.893335 = -110271.856802
  nChanged 2
		SP:Iteration 19Q (40674.380000 sec): 3 clusters
  Score: Raw -112644.750700 + Penalty 2370.893335 = -110273.857364
  nChanged 2
		SP:Iteration 20F (40674.410000 sec): 3 clusters
  Score: Raw -112646.538035 + Penalty 2370.893335 = -110275.644700
  nChanged 3
		SP:Iteration 21Q (40674.430000 sec): 3 clusters
  Score: Raw -112648.175271 + Penalty 2370.893335 = -110277.281936
  nChanged 5
		SP:Iteration 22Q (40674.470000 sec): 3 clusters
  Score: Raw -112653.491500 + Penalty 2370.893335 = -110282.598164
  nChanged 7
		SP:Iteration 23Q (40674.490000 sec): 3 clusters
  Score: Raw -112658.888254 + Penalty 2370.893335 = -110287.994918
  nChanged 5
		SP:Iteration 24Q (40674.530000 sec): 3 clusters
  Score: Raw -112662.751431 + Penalty 2370.893335 = -110291.858096
  nChanged 5
		SP:Iteration 25Q (40674.550000 sec): 3 clusters
  Score: Raw -112666.421653 + Penalty 2370.893335 = -110295.528318
  nChanged 5
		SP:Iteration 26Q (40674.580000 sec): 3 clusters
  Score: Raw -112670.885817 + Penalty 2370.893335 = -110299.992482
  nChanged 7
		SP:Iteration 27Q (40674.610000 sec): 3 clusters
  Score: Raw -112676.174462 + Penalty 2370.893335 = -110305.281127
  nChanged 8
		SP:Iteration 28Q (40674.650000 sec): 3 clusters
  Score: Raw -112682.852384 + Penalty 2370.893335 = -110311.959049
  nChanged 7
		SP:Iteration 29Q (40674.680000 sec): 3 clusters
  Score: Raw -112688.203459 + Penalty 2370.893335 = -110317.310123
  nChanged 7
		SP:Iteration 30Q (40674.710000 sec): 3 clusters
  Score: Raw -112694.112685 + Penalty 2370.893335 = -110323.219350
  nChanged 4
		SP:Iteration 31Q (40674.740000 sec): 3 clusters
  Score: Raw -112698.570592 + Penalty 2370.893335 = -110327.677257
  nChanged 8
		SP:Iteration 32Q (40674.760000 sec): 3 clusters
  Score: Raw -112703.634607 + Penalty 2370.893335 = -110332.741271
  nChanged 5
		SP:Iteration 33Q (40674.800000 sec): 3 clusters
  Score: Raw -112706.362286 + Penalty 2370.893335 = -110335.468951
  nChanged 4
		SP:Iteration 34Q (40674.820000 sec): 3 clusters
  Score: Raw -112707.799090 + Penalty 2370.893335 = -110336.905754
  nChanged 2
		SP:Iteration 35Q (40674.850000 sec): 3 clusters
  Score: Raw -112708.926632 + Penalty 2370.893335 = -110338.033297
  nChanged 2
		SP:Iteration 36Q (40674.880000 sec): 3 clusters
  Score: Raw -112709.952930 + Penalty 2370.893335 = -110339.059595
  nChanged 1
		SP:Iteration 37Q (40674.910000 sec): 3 clusters
  Score: Raw -112710.230314 + Penalty 2370.893335 = -110339.336979
  nChanged 1
		SP:Iteration 38Q (40674.940000 sec): 3 clusters
  Score: Raw -112710.988099 + Penalty 2370.893335 = -110340.094764
  nChanged 0
		SP:Iteration 39F (40674.970000 sec): 3 clusters
  Score: Raw -112710.988099 + Penalty 2370.893335 = -110340.094764
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 8 (2150 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (40675.040000 sec): 2 clusters
  Score: Raw -182531.578444 + Penalty 1246.898757 = -181284.679687
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (40675.080000 sec): 3 clusters
  Score: Raw -181590.368316 + Penalty 2493.797514 = -179096.570802
  nChanged 768
		SP:Iteration 1F (40675.120000 sec): 3 clusters
  Score: Raw -182109.543117 + Penalty 2493.797514 = -179615.745603
  nChanged 167
		SP:Iteration 2F (40675.160000 sec): 3 clusters
  Score: Raw -182223.825840 + Penalty 2493.797514 = -179730.028326
  nChanged 96
		SP:Iteration 3Q (40675.200000 sec): 3 clusters
  Score: Raw -182282.116232 + Penalty 2493.797514 = -179788.318718
  nChanged 59
		SP:Iteration 4Q (40675.250000 sec): 3 clusters
  Score: Raw -182318.735457 + Penalty 2493.797514 = -179824.937942
  nChanged 57
		SP:Iteration 5Q (40675.290000 sec): 3 clusters
  Score: Raw -182350.949942 + Penalty 2493.797514 = -179857.152427
  nChanged 45
		SP:Iteration 6Q (40675.340000 sec): 3 clusters
  Score: Raw -182375.197808 + Penalty 2493.797514 = -179881.400294
  nChanged 29
		SP:Iteration 7Q (40675.380000 sec): 3 clusters
  Score: Raw -182391.041977 + Penalty 2493.797514 = -179897.244463
  nChanged 23
		SP:Iteration 8Q (40675.420000 sec): 3 clusters
  Score: Raw -182404.112539 + Penalty 2493.797514 = -179910.315025
  nChanged 19
		SP:Iteration 9Q (40675.460000 sec): 3 clusters
  Score: Raw -182416.903382 + Penalty 2493.797514 = -179923.105868
  nChanged 28
		SP:Iteration 10Q (40675.500000 sec): 3 clusters
  Score: Raw -182428.904975 + Penalty 2493.797514 = -179935.107460
  nChanged 27
		SP:Iteration 11Q (40675.550000 sec): 3 clusters
  Score: Raw -182440.318985 + Penalty 2493.797514 = -179946.521470
  nChanged 25
		SP:Iteration 12Q (40675.590000 sec): 3 clusters
  Score: Raw -182452.185676 + Penalty 2493.797514 = -179958.388162
  nChanged 23
		SP:Iteration 13Q (40675.630000 sec): 3 clusters
  Score: Raw -182462.620209 + Penalty 2493.797514 = -179968.822694
  nChanged 15
		SP:Iteration 14Q (40675.680000 sec): 3 clusters
  Score: Raw -182470.729220 + Penalty 2493.797514 = -179976.931706
  nChanged 16
		SP:Iteration 15Q (40675.720000 sec): 3 clusters
  Score: Raw -182478.222439 + Penalty 2493.797514 = -179984.424924
  nChanged 10
		SP:Iteration 16Q (40675.760000 sec): 3 clusters
  Score: Raw -182483.862301 + Penalty 2493.797514 = -179990.064787
  nChanged 11
		SP:Iteration 17Q (40675.800000 sec): 3 clusters
  Score: Raw -182488.361245 + Penalty 2493.797514 = -179994.563730
  nChanged 9
		SP:Iteration 18Q (40675.850000 sec): 3 clusters
  Score: Raw -182493.813908 + Penalty 2493.797514 = -180000.016393
  nChanged 11
		SP:Iteration 19Q (40675.890000 sec): 3 clusters
  Score: Raw -182500.061830 + Penalty 2493.797514 = -180006.264316
  nChanged 14
		SP:Iteration 20F (40675.930000 sec): 3 clusters
  Score: Raw -182506.552485 + Penalty 2493.797514 = -180012.754971
  nChanged 9
		SP:Iteration 21Q (40675.980000 sec): 3 clusters
  Score: Raw -182508.807341 + Penalty 2493.797514 = -180015.009827
  nChanged 8
		SP:Iteration 22Q (40676.020000 sec): 3 clusters
  Score: Raw -182511.877417 + Penalty 2493.797514 = -180018.079903
  nChanged 12
		SP:Iteration 23Q (40676.060000 sec): 3 clusters
  Score: Raw -182515.884974 + Penalty 2493.797514 = -180022.087459
  nChanged 6
		SP:Iteration 24Q (40676.100000 sec): 3 clusters
  Score: Raw -182517.375853 + Penalty 2493.797514 = -180023.578339
  nChanged 3
		SP:Iteration 25Q (40676.150000 sec): 3 clusters
  Score: Raw -182518.752075 + Penalty 2493.797514 = -180024.954560
  nChanged 2
		SP:Iteration 26Q (40676.190000 sec): 3 clusters
  Score: Raw -182519.645140 + Penalty 2493.797514 = -180025.847625
  nChanged 2
		SP:Iteration 27Q (40676.230000 sec): 3 clusters
  Score: Raw -182520.195755 + Penalty 2493.797514 = -180026.398240
  nChanged 0
		SP:Iteration 28F (40676.280000 sec): 3 clusters
  Score: Raw -182520.195755 + Penalty 2493.797514 = -180026.398240
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 9 (24524 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (40676.540000 sec): 2 clusters
  Score: Raw -2212720.917629 + Penalty 1642.453720 = -2211078.463909
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (40676.870000 sec): 3 clusters
  Score: Raw -2197762.054743 + Penalty 3284.907440 = -2194477.147302
  nChanged 11261
		SP:Iteration 1F (40677.170000 sec): 3 clusters
  Score: Raw -2204068.937153 + Penalty 3284.907440 = -2200784.029713
  nChanged 1157
		SP:Iteration 2Q (40677.470000 sec): 3 clusters
  Score: Raw -2204441.538708 + Penalty 3284.907440 = -2201156.631268
  nChanged 1036
		SP:Iteration 3Q (40677.820000 sec): 3 clusters
  Score: Raw -2204792.431764 + Penalty 3284.907440 = -2201507.524323
  nChanged 1014
		SP:Iteration 4Q (40678.120000 sec): 3 clusters
  Score: Raw -2205150.188582 + Penalty 3284.907440 = -2201865.281141
  nChanged 1050
		SP:Iteration 5Q (40678.460000 sec): 3 clusters
  Score: Raw -2205536.620044 + Penalty 3284.907440 = -2202251.712603
  nChanged 1104
		SP:Iteration 6Q (40678.760000 sec): 3 clusters
  Score: Raw -2206014.354501 + Penalty 3284.907440 = -2202729.447061
  nChanged 1220
		SP:Iteration 7Q (40679.110000 sec): 3 clusters
  Score: Raw -2206599.478761 + Penalty 3284.907440 = -2203314.571321
  nChanged 1215
		SP:Iteration 8Q (40679.410000 sec): 3 clusters
  Score: Raw -2207259.314655 + Penalty 3284.907440 = -2203974.407214
  nChanged 1215
		SP:Iteration 9Q (40679.760000 sec): 3 clusters
  Score: Raw -2207979.115937 + Penalty 3284.907440 = -2204694.208497
  nChanged 1137
		SP:Iteration 10Q (40680.060000 sec): 3 clusters
  Score: Raw -2208773.935937 + Penalty 3284.907440 = -2205489.028496
  nChanged 1034
		SP:Iteration 11Q (40680.400000 sec): 3 clusters
  Score: Raw -2209600.326384 + Penalty 3284.907440 = -2206315.418943
  nChanged 849
		SP:Iteration 12Q (40680.700000 sec): 3 clusters
  Score: Raw -2210193.227682 + Penalty 3284.907440 = -2206908.320241
  nChanged 696
		SP:Iteration 13Q (40681.030000 sec): 3 clusters
  Score: Raw -2210606.051065 + Penalty 3284.907440 = -2207321.143624
  nChanged 550
		SP:Iteration 14Q (40681.320000 sec): 3 clusters
  Score: Raw -2210895.127118 + Penalty 3284.907440 = -2207610.219677
  nChanged 488
		SP:Iteration 15Q (40681.600000 sec): 3 clusters
  Score: Raw -2211134.011823 + Penalty 3284.907440 = -2207849.104383
  nChanged 399
		SP:Iteration 16Q (40681.920000 sec): 3 clusters
  Score: Raw -2211331.162475 + Penalty 3284.907440 = -2208046.255035
  nChanged 384
		SP:Iteration 17Q (40682.210000 sec): 3 clusters
  Score: Raw -2211515.514283 + Penalty 3284.907440 = -2208230.606843
  nChanged 312
		SP:Iteration 18Q (40682.480000 sec): 3 clusters
  Score: Raw -2211668.608848 + Penalty 3284.907440 = -2208383.701407
  nChanged 291
		SP:Iteration 19Q (40682.750000 sec): 3 clusters
  Score: Raw -2211800.550176 + Penalty 3284.907440 = -2208515.642735
  nChanged 275
		SP:Iteration 20F (40683.080000 sec): 3 clusters
  Score: Raw -2211920.682735 + Penalty 3284.907440 = -2208635.775294
  nChanged 229
		SP:Iteration 21Q (40683.360000 sec): 3 clusters
  Score: Raw -2212022.325519 + Penalty 3284.907440 = -2208737.418079
  nChanged 220
		SP:Iteration 22Q (40683.630000 sec): 3 clusters
  Score: Raw -2212118.862561 + Penalty 3284.907440 = -2208833.955121
  nChanged 210
		SP:Iteration 23Q (40683.900000 sec): 3 clusters
  Score: Raw -2212221.897704 + Penalty 3284.907440 = -2208936.990263
  nChanged 209
		SP:Iteration 24Q (40684.170000 sec): 3 clusters
  Score: Raw -2212319.345994 + Penalty 3284.907440 = -2209034.438554
  nChanged 191
		SP:Iteration 25Q (40684.480000 sec): 3 clusters
  Score: Raw -2212405.311877 + Penalty 3284.907440 = -2209120.404437
  nChanged 138
		SP:Iteration 26Q (40684.760000 sec): 3 clusters
  Score: Raw -2212461.702523 + Penalty 3284.907440 = -2209176.795082
  nChanged 113
		SP:Iteration 27Q (40685.050000 sec): 3 clusters
  Score: Raw -2212513.190706 + Penalty 3284.907440 = -2209228.283265
  nChanged 101
		SP:Iteration 28Q (40685.310000 sec): 3 clusters
  Score: Raw -2212557.148247 + Penalty 3284.907440 = -2209272.240807
  nChanged 81
		SP:Iteration 29Q (40685.570000 sec): 3 clusters
  Score: Raw -2212594.363367 + Penalty 3284.907440 = -2209309.455926
  nChanged 72
		SP:Iteration 30Q (40685.840000 sec): 3 clusters
  Score: Raw -2212623.609757 + Penalty 3284.907440 = -2209338.702317
  nChanged 64
		SP:Iteration 31Q (40686.110000 sec): 3 clusters
  Score: Raw -2212649.553454 + Penalty 3284.907440 = -2209364.646014
  nChanged 63
		SP:Iteration 32Q (40686.370000 sec): 3 clusters
  Score: Raw -2212680.669813 + Penalty 3284.907440 = -2209395.762373
  nChanged 62
		SP:Iteration 33Q (40686.680000 sec): 3 clusters
  Score: Raw -2212711.849019 + Penalty 3284.907440 = -2209426.941578
  nChanged 48
		SP:Iteration 34Q (40686.960000 sec): 3 clusters
  Score: Raw -2212730.112672 + Penalty 3284.907440 = -2209445.205232
  nChanged 42
		SP:Iteration 35Q (40687.250000 sec): 3 clusters
  Score: Raw -2212747.921346 + Penalty 3284.907440 = -2209463.013906
  nChanged 41
		SP:Iteration 36Q (40687.510000 sec): 3 clusters
  Score: Raw -2212766.123566 + Penalty 3284.907440 = -2209481.216125
  nChanged 30
		SP:Iteration 37Q (40687.770000 sec): 3 clusters
  Score: Raw -2212780.447736 + Penalty 3284.907440 = -2209495.540295
  nChanged 35
		SP:Iteration 38Q (40688.020000 sec): 3 clusters
  Score: Raw -2212797.024766 + Penalty 3284.907440 = -2209512.117326
  nChanged 31
		SP:Iteration 39Q (40688.280000 sec): 3 clusters
  Score: Raw -2212809.594493 + Penalty 3284.907440 = -2209524.687052
  nChanged 27
		SP:Iteration 40F (40688.550000 sec): 3 clusters
  Score: Raw -2212823.438845 + Penalty 3284.907440 = -2209538.531405
  nChanged 26
		SP:Iteration 41Q (40688.810000 sec): 3 clusters
  Score: Raw -2212840.028819 + Penalty 3284.907440 = -2209555.121379
  nChanged 33
		SP:Iteration 42Q (40689.070000 sec): 3 clusters
  Score: Raw -2212856.797060 + Penalty 3284.907440 = -2209571.889620
  nChanged 25
		SP:Iteration 43Q (40689.330000 sec): 3 clusters
  Score: Raw -2212869.693073 + Penalty 3284.907440 = -2209584.785632
  nChanged 19
		SP:Iteration 44Q (40689.580000 sec): 3 clusters
  Score: Raw -2212878.973023 + Penalty 3284.907440 = -2209594.065582
  nChanged 11
		SP:Iteration 45Q (40689.840000 sec): 3 clusters
  Score: Raw -2212884.376998 + Penalty 3284.907440 = -2209599.469558
  nChanged 10
		SP:Iteration 46Q (40690.090000 sec): 3 clusters
  Score: Raw -2212888.280915 + Penalty 3284.907440 = -2209603.373474
  nChanged 6
		SP:Iteration 47Q (40690.350000 sec): 3 clusters
  Score: Raw -2212890.901784 + Penalty 3284.907440 = -2209605.994344
  nChanged 7
		SP:Iteration 48Q (40690.610000 sec): 3 clusters
  Score: Raw -2212892.363361 + Penalty 3284.907440 = -2209607.455920
  nChanged 0
		SP:Iteration 49F (40690.880000 sec): 3 clusters
  Score: Raw -2212892.363361 + Penalty 3284.907440 = -2209607.455920
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 10 (1213 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (40690.940000 sec): 2 clusters
  Score: Raw -100326.906566 + Penalty 1153.888435 = -99173.018131
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (40690.960000 sec): 3 clusters
  Score: Raw -99907.976106 + Penalty 2307.776870 = -97600.199235
  nChanged 375
		SP:Iteration 1F (40690.990000 sec): 3 clusters
  Score: Raw -100208.239013 + Penalty 2307.776870 = -97900.462143
  nChanged 96
		SP:Iteration 2F (40691.020000 sec): 3 clusters
  Score: Raw -100307.935284 + Penalty 2307.776870 = -98000.158414
  nChanged 68
		SP:Iteration 3F (40691.050000 sec): 3 clusters
  Score: Raw -100400.315806 + Penalty 2307.776870 = -98092.538936
  nChanged 50
		SP:Iteration 4Q (40691.070000 sec): 3 clusters
  Score: Raw -100467.896985 + Penalty 2307.776870 = -98160.120115
  nChanged 43
		SP:Iteration 5Q (40691.100000 sec): 3 clusters
  Score: Raw -100518.712626 + Penalty 2307.776870 = -98210.935756
  nChanged 38
		SP:Iteration 6Q (40691.120000 sec): 3 clusters
  Score: Raw -100560.713381 + Penalty 2307.776870 = -98252.936510
  nChanged 30
		SP:Iteration 7Q (40691.150000 sec): 3 clusters
  Score: Raw -100590.612253 + Penalty 2307.776870 = -98282.835383
  nChanged 28
		SP:Iteration 8Q (40691.170000 sec): 3 clusters
  Score: Raw -100617.448604 + Penalty 2307.776870 = -98309.671733
  nChanged 19
		SP:Iteration 9Q (40691.200000 sec): 3 clusters
  Score: Raw -100631.397695 + Penalty 2307.776870 = -98323.620825
  nChanged 22
		SP:Iteration 10Q (40691.220000 sec): 3 clusters
  Score: Raw -100650.007919 + Penalty 2307.776870 = -98342.231048
  nChanged 18
		SP:Iteration 11Q (40691.250000 sec): 3 clusters
  Score: Raw -100668.068552 + Penalty 2307.776870 = -98360.291681
  nChanged 17
		SP:Iteration 12Q (40691.270000 sec): 3 clusters
  Score: Raw -100686.930851 + Penalty 2307.776870 = -98379.153980
  nChanged 13
		SP:Iteration 13Q (40691.290000 sec): 3 clusters
  Score: Raw -100697.994075 + Penalty 2307.776870 = -98390.217204
  nChanged 16
		SP:Iteration 14Q (40691.320000 sec): 3 clusters
  Score: Raw -100714.980503 + Penalty 2307.776870 = -98407.203632
  nChanged 12
		SP:Iteration 15Q (40691.340000 sec): 3 clusters
  Score: Raw -100729.331893 + Penalty 2307.776870 = -98421.555022
  nChanged 10
		SP:Iteration 16Q (40691.370000 sec): 3 clusters
  Score: Raw -100736.842477 + Penalty 2307.776870 = -98429.065606
  nChanged 4
		SP:Iteration 17Q (40691.390000 sec): 3 clusters
  Score: Raw -100740.583129 + Penalty 2307.776870 = -98432.806258
  nChanged 4
		SP:Iteration 18Q (40691.420000 sec): 3 clusters
  Score: Raw -100742.649186 + Penalty 2307.776870 = -98434.872316
  nChanged 2
		SP:Iteration 19Q (40691.440000 sec): 3 clusters
  Score: Raw -100745.812248 + Penalty 2307.776870 = -98438.035378
  nChanged 4
		SP:Iteration 20F (40691.470000 sec): 3 clusters
  Score: Raw -100749.252180 + Penalty 2307.776870 = -98441.475309
  nChanged 2
		SP:Iteration 21Q (40691.490000 sec): 3 clusters
  Score: Raw -100751.471838 + Penalty 2307.776870 = -98443.694968
  nChanged 3
		SP:Iteration 22Q (40691.510000 sec): 3 clusters
  Score: Raw -100756.511986 + Penalty 2307.776870 = -98448.735115
  nChanged 2
		SP:Iteration 23Q (40691.540000 sec): 3 clusters
  Score: Raw -100758.370596 + Penalty 2307.776870 = -98450.593726
  nChanged 2
		SP:Iteration 24Q (40691.560000 sec): 3 clusters
  Score: Raw -100760.112767 + Penalty 2307.776870 = -98452.335896
  nChanged 1
		SP:Iteration 25Q (40691.590000 sec): 3 clusters
  Score: Raw -100760.327851 + Penalty 2307.776870 = -98452.550980
  nChanged 0
		SP:Iteration 26F (40691.610000 sec): 3 clusters
  Score: Raw -100760.327851 + Penalty 2307.776870 = -98452.550980
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 11 (7924 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (40691.710000 sec): 2 clusters
  Score: Raw -767965.174719 + Penalty 1458.868354 = -766506.306365
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (40691.870000 sec): 3 clusters
  Score: Raw -763527.198889 + Penalty 2917.736708 = -760609.462182
  nChanged 3408
		SP:Iteration 1F (40691.990000 sec): 3 clusters
  Score: Raw -765332.008085 + Penalty 2917.736708 = -762414.271377
  nChanged 473
		SP:Iteration 2F (40692.130000 sec): 3 clusters
  Score: Raw -765545.793826 + Penalty 2917.736708 = -762628.057118
  nChanged 382
		SP:Iteration 3Q (40692.270000 sec): 3 clusters
  Score: Raw -765708.733616 + Penalty 2917.736708 = -762790.996908
  nChanged 320
		SP:Iteration 4Q (40692.400000 sec): 3 clusters
  Score: Raw -765851.022414 + Penalty 2917.736708 = -762933.285706
  nChanged 299
		SP:Iteration 5Q (40692.530000 sec): 3 clusters
  Score: Raw -765987.762138 + Penalty 2917.736708 = -763070.025430
  nChanged 269
		SP:Iteration 6Q (40692.660000 sec): 3 clusters
  Score: Raw -766129.661576 + Penalty 2917.736708 = -763211.924869
  nChanged 296
		SP:Iteration 7Q (40692.790000 sec): 3 clusters
  Score: Raw -766281.808584 + Penalty 2917.736708 = -763364.071877
  nChanged 310
		SP:Iteration 8Q (40692.930000 sec): 3 clusters
  Score: Raw -766460.246540 + Penalty 2917.736708 = -763542.509832
  nChanged 344
		SP:Iteration 9Q (40693.060000 sec): 3 clusters
  Score: Raw -766672.302467 + Penalty 2917.736708 = -763754.565759
  nChanged 330
		SP:Iteration 10Q (40693.200000 sec): 3 clusters
  Score: Raw -766868.308445 + Penalty 2917.736708 = -763950.571737
  nChanged 312
		SP:Iteration 11Q (40693.340000 sec): 3 clusters
  Score: Raw -767082.056357 + Penalty 2917.736708 = -764164.319650
  nChanged 293
		SP:Iteration 12Q (40693.470000 sec): 3 clusters
  Score: Raw -767282.665489 + Penalty 2917.736708 = -764364.928781
  nChanged 253
		SP:Iteration 13Q (40693.610000 sec): 3 clusters
  Score: Raw -767461.947191 + Penalty 2917.736708 = -764544.210483
  nChanged 218
		SP:Iteration 14Q (40693.740000 sec): 3 clusters
  Score: Raw -767619.052426 + Penalty 2917.736708 = -764701.315719
  nChanged 173
		SP:Iteration 15Q (40693.860000 sec): 3 clusters
  Score: Raw -767746.486001 + Penalty 2917.736708 = -764828.749293
  nChanged 119
		SP:Iteration 16Q (40693.980000 sec): 3 clusters
  Score: Raw -767840.036148 + Penalty 2917.736708 = -764922.299441
  nChanged 89
		SP:Iteration 17Q (40694.110000 sec): 3 clusters
  Score: Raw -767912.056920 + Penalty 2917.736708 = -764994.320212
  nChanged 62
		SP:Iteration 18Q (40694.220000 sec): 3 clusters
  Score: Raw -767974.198242 + Penalty 2917.736708 = -765056.461535
  nChanged 37
		SP:Iteration 19Q (40694.350000 sec): 3 clusters
  Score: Raw -768008.761890 + Penalty 2917.736708 = -765091.025183
  nChanged 31
		SP:Iteration 20F (40694.470000 sec): 3 clusters
  Score: Raw -768032.163203 + Penalty 2917.736708 = -765114.426495
  nChanged 23
		SP:Iteration 21Q (40694.590000 sec): 3 clusters
  Score: Raw -768059.130555 + Penalty 2917.736708 = -765141.393848
  nChanged 17
		SP:Iteration 22Q (40694.700000 sec): 3 clusters
  Score: Raw -768073.986379 + Penalty 2917.736708 = -765156.249672
  nChanged 10
		SP:Iteration 23Q (40694.820000 sec): 3 clusters
  Score: Raw -768083.120938 + Penalty 2917.736708 = -765165.384231
  nChanged 6
		SP:Iteration 24Q (40694.950000 sec): 3 clusters
  Score: Raw -768090.149513 + Penalty 2917.736708 = -765172.412805
  nChanged 10
		SP:Iteration 25Q (40695.080000 sec): 3 clusters
  Score: Raw -768098.724371 + Penalty 2917.736708 = -765180.987663
  nChanged 8
		SP:Iteration 26Q (40695.200000 sec): 3 clusters
  Score: Raw -768109.238228 + Penalty 2917.736708 = -765191.501521
  nChanged 9
		SP:Iteration 27Q (40695.330000 sec): 3 clusters
  Score: Raw -768116.456625 + Penalty 2917.736708 = -765198.719918
  nChanged 7
		SP:Iteration 28Q (40695.460000 sec): 3 clusters
  Score: Raw -768124.410030 + Penalty 2917.736708 = -765206.673322
  nChanged 5
		SP:Iteration 29Q (40695.590000 sec): 3 clusters
  Score: Raw -768130.701641 + Penalty 2917.736708 = -765212.964933
  nChanged 1
		SP:Iteration 30Q (40695.720000 sec): 3 clusters
  Score: Raw -768131.440152 + Penalty 2917.736708 = -765213.703445
  nChanged 1
		SP:Iteration 31Q (40695.840000 sec): 3 clusters
  Score: Raw -768131.807496 + Penalty 2917.736708 = -765214.070788
  nChanged 1
		SP:Iteration 32Q (40695.970000 sec): 3 clusters
  Score: Raw -768132.056193 + Penalty 2917.736708 = -765214.319485
  nChanged 0
		SP:Iteration 33F (40696.110000 sec): 3 clusters
  Score: Raw -768132.056193 + Penalty 2917.736708 = -765214.319485
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 12 (21882 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (40696.340000 sec): 2 clusters
  Score: Raw -2075221.045013 + Penalty 1623.930695 = -2073597.114318
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (40696.660000 sec): 3 clusters
  Score: Raw -2061866.702482 + Penalty 3247.861390 = -2058618.841092
  nChanged 10017
		SP:Iteration 1F (40696.960000 sec): 3 clusters
  Score: Raw -2067327.508580 + Penalty 3247.861390 = -2064079.647190
  nChanged 991
		SP:Iteration 2Q (40697.260000 sec): 3 clusters
  Score: Raw -2067640.282677 + Penalty 3247.861390 = -2064392.421287
  nChanged 898
		SP:Iteration 3Q (40697.550000 sec): 3 clusters
  Score: Raw -2067936.094260 + Penalty 3247.861390 = -2064688.232870
  nChanged 870
		SP:Iteration 4Q (40697.820000 sec): 3 clusters
  Score: Raw -2068233.860192 + Penalty 3247.861390 = -2064985.998802
  nChanged 865
		SP:Iteration 5Q (40698.090000 sec): 3 clusters
  Score: Raw -2068578.579900 + Penalty 3247.861390 = -2065330.718511
  nChanged 959
		SP:Iteration 6Q (40698.360000 sec): 3 clusters
  Score: Raw -2069048.996058 + Penalty 3247.861390 = -2065801.134668
  nChanged 1152
		SP:Iteration 7F (40698.620000 sec): 3 clusters
  Score: Raw -2069717.070088 + Penalty 3247.861390 = -2066469.208698
  nChanged 1262
		SP:Iteration 8F (40698.900000 sec): 3 clusters
  Score: Raw -2070575.731618 + Penalty 3247.861390 = -2067327.870228
  nChanged 1359
		SP:Iteration 9F (40699.190000 sec): 3 clusters
  Score: Raw -2071612.122212 + Penalty 3247.861390 = -2068364.260822
  nChanged 1235
		SP:Iteration 10F (40699.440000 sec): 3 clusters
  Score: Raw -2072659.338951 + Penalty 3247.861390 = -2069411.477562
  nChanged 1048
		SP:Iteration 11Q (40699.730000 sec): 3 clusters
  Score: Raw -2073534.674073 + Penalty 3247.861390 = -2070286.812683
  nChanged 771
		SP:Iteration 12Q (40700.010000 sec): 3 clusters
  Score: Raw -2074150.894573 + Penalty 3247.861390 = -2070903.033183
  nChanged 526
		SP:Iteration 13Q (40700.270000 sec): 3 clusters
  Score: Raw -2074576.560315 + Penalty 3247.861390 = -2071328.698925
  nChanged 368
		SP:Iteration 14Q (40700.550000 sec): 3 clusters
  Score: Raw -2074880.091347 + Penalty 3247.861390 = -2071632.229958
  nChanged 263
		SP:Iteration 15Q (40700.840000 sec): 3 clusters
  Score: Raw -2075085.284165 + Penalty 3247.861390 = -2071837.422776
  nChanged 150
		SP:Iteration 16Q (40701.100000 sec): 3 clusters
  Score: Raw -2075214.990217 + Penalty 3247.861390 = -2071967.128827
  nChanged 86
		SP:Iteration 17Q (40701.390000 sec): 3 clusters
  Score: Raw -2075276.670199 + Penalty 3247.861390 = -2072028.808809
  nChanged 55
		SP:Iteration 18Q (40701.670000 sec): 3 clusters
  Score: Raw -2075319.862946 + Penalty 3247.861390 = -2072072.001556
  nChanged 41
		SP:Iteration 19Q (40701.940000 sec): 3 clusters
  Score: Raw -2075351.892131 + Penalty 3247.861390 = -2072104.030741
  nChanged 22
		SP:Iteration 20F (40702.220000 sec): 3 clusters
  Score: Raw -2075368.312905 + Penalty 3247.861390 = -2072120.451515
  nChanged 14
		SP:Iteration 21Q (40702.500000 sec): 3 clusters
  Score: Raw -2075379.669744 + Penalty 3247.861390 = -2072131.808354
  nChanged 10
		SP:Iteration 22Q (40702.760000 sec): 3 clusters
  Score: Raw -2075389.203451 + Penalty 3247.861390 = -2072141.342061
  nChanged 9
		SP:Iteration 23Q (40703.050000 sec): 3 clusters
  Score: Raw -2075395.384072 + Penalty 3247.861390 = -2072147.522682
  nChanged 4
		SP:Iteration 24Q (40703.320000 sec): 3 clusters
  Score: Raw -2075397.732378 + Penalty 3247.861390 = -2072149.870988
  nChanged 4
		SP:Iteration 25Q (40703.600000 sec): 3 clusters
  Score: Raw -2075399.682995 + Penalty 3247.861390 = -2072151.821606
  nChanged 4
		SP:Iteration 26Q (40703.870000 sec): 3 clusters
  Score: Raw -2075401.869092 + Penalty 3247.861390 = -2072154.007703
  nChanged 1
		SP:Iteration 27Q (40704.160000 sec): 3 clusters
  Score: Raw -2075402.290235 + Penalty 3247.861390 = -2072154.428846
  nChanged 1
		SP:Iteration 28Q (40704.420000 sec): 3 clusters
  Score: Raw -2075402.690840 + Penalty 3247.861390 = -2072154.829451
  nChanged 2
		SP:Iteration 29Q (40704.710000 sec): 3 clusters
  Score: Raw -2075404.863610 + Penalty 3247.861390 = -2072157.002220
  nChanged 2
		SP:Iteration 30Q (40704.970000 sec): 3 clusters
  Score: Raw -2075406.974947 + Penalty 3247.861390 = -2072159.113558
  nChanged 2
		SP:Iteration 31Q (40705.260000 sec): 3 clusters
  Score: Raw -2075408.521733 + Penalty 3247.861390 = -2072160.660344
  nChanged 3
		SP:Iteration 32Q (40705.520000 sec): 3 clusters
  Score: Raw -2075411.114326 + Penalty 3247.861390 = -2072163.252937
  nChanged 1
		SP:Iteration 33Q (40705.810000 sec): 3 clusters
  Score: Raw -2075412.052070 + Penalty 3247.861390 = -2072164.190680
  nChanged 1
		SP:Iteration 34Q (40706.100000 sec): 3 clusters
  Score: Raw -2075413.177929 + Penalty 3247.861390 = -2072165.316540
  nChanged 1
		SP:Iteration 35Q (40706.360000 sec): 3 clusters
  Score: Raw -2075414.038545 + Penalty 3247.861390 = -2072166.177155
  nChanged 1
		SP:Iteration 36Q (40706.650000 sec): 3 clusters
  Score: Raw -2075414.307103 + Penalty 3247.861390 = -2072166.445713
  nChanged 1
		SP:Iteration 37Q (40706.910000 sec): 3 clusters
  Score: Raw -2075415.696258 + Penalty 3247.861390 = -2072167.834868
  nChanged 2
		SP:Iteration 38Q (40707.200000 sec): 3 clusters
  Score: Raw -2075417.540171 + Penalty 3247.861390 = -2072169.678782
  nChanged 1
		SP:Iteration 39Q (40707.460000 sec): 3 clusters
  Score: Raw -2075419.403034 + Penalty 3247.861390 = -2072171.541644
  nChanged 1
		SP:Iteration 40F (40707.740000 sec): 3 clusters
  Score: Raw -2075419.756400 + Penalty 3247.861390 = -2072171.895010
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 13 (1421 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (40707.800000 sec): 2 clusters
  Score: Raw -108658.403976 + Penalty 1179.606371 = -107478.797606
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (40707.840000 sec): 3 clusters
  Score: Raw -108100.434760 + Penalty 2359.212742 = -105741.222018
  nChanged 493
		SP:Iteration 1F (40707.880000 sec): 3 clusters
  Score: Raw -108500.525615 + Penalty 2359.212742 = -106141.312874
  nChanged 124
		SP:Iteration 2F (40707.910000 sec): 3 clusters
  Score: Raw -108628.232502 + Penalty 2359.212742 = -106269.019760
  nChanged 82
		SP:Iteration 3F (40707.950000 sec): 3 clusters
  Score: Raw -108734.696472 + Penalty 2359.212742 = -106375.483730
  nChanged 96
		SP:Iteration 4F (40707.980000 sec): 3 clusters
  Score: Raw -108842.745223 + Penalty 2359.212742 = -106483.532481
  nChanged 71
		SP:Iteration 5Q (40708.010000 sec): 3 clusters
  Score: Raw -108927.798322 + Penalty 2359.212742 = -106568.585580
  nChanged 75
		SP:Iteration 6F (40708.040000 sec): 3 clusters
  Score: Raw -109042.858770 + Penalty 2359.212742 = -106683.646028
  nChanged 71
		SP:Iteration 7Q (40708.060000 sec): 3 clusters
  Score: Raw -109190.801530 + Penalty 2359.212742 = -106831.588788
  nChanged 58
		SP:Iteration 8Q (40708.090000 sec): 3 clusters
  Score: Raw -109300.887723 + Penalty 2359.212742 = -106941.674981
  nChanged 44
		SP:Iteration 9Q (40708.120000 sec): 3 clusters
  Score: Raw -109375.974668 + Penalty 2359.212742 = -107016.761926
  nChanged 41
		SP:Iteration 10Q (40708.150000 sec): 3 clusters
  Score: Raw -109431.106108 + Penalty 2359.212742 = -107071.893367
  nChanged 18
		SP:Iteration 11Q (40708.180000 sec): 3 clusters
  Score: Raw -109451.872633 + Penalty 2359.212742 = -107092.659891
  nChanged 14
		SP:Iteration 12Q (40708.200000 sec): 3 clusters
  Score: Raw -109463.810430 + Penalty 2359.212742 = -107104.597688
  nChanged 9
		SP:Iteration 13Q (40708.230000 sec): 3 clusters
  Score: Raw -109473.306925 + Penalty 2359.212742 = -107114.094183
  nChanged 8
		SP:Iteration 14Q (40708.260000 sec): 3 clusters
  Score: Raw -109478.999382 + Penalty 2359.212742 = -107119.786640
  nChanged 5
		SP:Iteration 15Q (40708.290000 sec): 3 clusters
  Score: Raw -109481.823387 + Penalty 2359.212742 = -107122.610645
  nChanged 4
		SP:Iteration 16Q (40708.320000 sec): 3 clusters
  Score: Raw -109483.875057 + Penalty 2359.212742 = -107124.662316
  nChanged 4
		SP:Iteration 17Q (40708.340000 sec): 3 clusters
  Score: Raw -109485.636708 + Penalty 2359.212742 = -107126.423967
  nChanged 3
		SP:Iteration 18Q (40708.370000 sec): 3 clusters
  Score: Raw -109486.952591 + Penalty 2359.212742 = -107127.739849
  nChanged 3
		SP:Iteration 19Q (40708.400000 sec): 3 clusters
  Score: Raw -109488.801743 + Penalty 2359.212742 = -107129.589002
  nChanged 2
		SP:Iteration 20F (40708.430000 sec): 3 clusters
  Score: Raw -109490.848753 + Penalty 2359.212742 = -107131.636011
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 14 (20734 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (40708.650000 sec): 2 clusters
  Score: Raw -1877472.501941 + Penalty 1615.173648 = -1875857.328292
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (40708.900000 sec): 3 clusters
  Score: Raw -1865046.535325 + Penalty 3230.347297 = -1861816.188028
  nChanged 9401
		SP:Iteration 1F (40709.180000 sec): 3 clusters
  Score: Raw -1870405.309218 + Penalty 3230.347297 = -1867174.961921
  nChanged 1196
		SP:Iteration 2F (40709.460000 sec): 3 clusters
  Score: Raw -1870949.211379 + Penalty 3230.347297 = -1867718.864082
  nChanged 1175
		SP:Iteration 3F (40709.730000 sec): 3 clusters
  Score: Raw -1871438.653542 + Penalty 3230.347297 = -1868208.306245
  nChanged 1030
		SP:Iteration 4Q (40709.990000 sec): 3 clusters
  Score: Raw -1871854.434482 + Penalty 3230.347297 = -1868624.087185
  nChanged 925
		SP:Iteration 5Q (40710.280000 sec): 3 clusters
  Score: Raw -1872243.802481 + Penalty 3230.347297 = -1869013.455184
  nChanged 913
		SP:Iteration 6Q (40710.570000 sec): 3 clusters
  Score: Raw -1872662.640066 + Penalty 3230.347297 = -1869432.292770
  nChanged 963
		SP:Iteration 7Q (40710.860000 sec): 3 clusters
  Score: Raw -1873164.999741 + Penalty 3230.347297 = -1869934.652445
  nChanged 1010
		SP:Iteration 8Q (40711.140000 sec): 3 clusters
  Score: Raw -1873781.222833 + Penalty 3230.347297 = -1870550.875537
  nChanged 1074
		SP:Iteration 9F (40711.400000 sec): 3 clusters
  Score: Raw -1874519.235941 + Penalty 3230.347297 = -1871288.888644
  nChanged 1072
		SP:Iteration 10F (40711.650000 sec): 3 clusters
  Score: Raw -1875336.710287 + Penalty 3230.347297 = -1872106.362990
  nChanged 945
		SP:Iteration 11Q (40711.910000 sec): 3 clusters
  Score: Raw -1876126.954322 + Penalty 3230.347297 = -1872896.607025
  nChanged 717
		SP:Iteration 12Q (40712.180000 sec): 3 clusters
  Score: Raw -1876757.274563 + Penalty 3230.347297 = -1873526.927266
  nChanged 466
		SP:Iteration 13Q (40712.420000 sec): 3 clusters
  Score: Raw -1877178.243050 + Penalty 3230.347297 = -1873947.895753
  nChanged 224
		SP:Iteration 14Q (40712.670000 sec): 3 clusters
  Score: Raw -1877387.245581 + Penalty 3230.347297 = -1874156.898284
  nChanged 121
		SP:Iteration 15Q (40712.910000 sec): 3 clusters
  Score: Raw -1877519.496606 + Penalty 3230.347297 = -1874289.149309
  nChanged 63
		SP:Iteration 16Q (40713.160000 sec): 3 clusters
  Score: Raw -1877585.884066 + Penalty 3230.347297 = -1874355.536770
  nChanged 39
		SP:Iteration 17Q (40713.380000 sec): 3 clusters
  Score: Raw -1877629.508670 + Penalty 3230.347297 = -1874399.161373
  nChanged 20
		SP:Iteration 18Q (40713.630000 sec): 3 clusters
  Score: Raw -1877650.979623 + Penalty 3230.347297 = -1874420.632326
  nChanged 15
		SP:Iteration 19Q (40713.870000 sec): 3 clusters
  Score: Raw -1877665.127744 + Penalty 3230.347297 = -1874434.780447
  nChanged 14
		SP:Iteration 20F (40714.120000 sec): 3 clusters
  Score: Raw -1877680.108879 + Penalty 3230.347297 = -1874449.761582
  nChanged 9
		SP:Iteration 21Q (40714.370000 sec): 3 clusters
  Score: Raw -1877687.286365 + Penalty 3230.347297 = -1874456.939069
  nChanged 6
		SP:Iteration 22Q (40714.600000 sec): 3 clusters
  Score: Raw -1877695.900444 + Penalty 3230.347297 = -1874465.553148
  nChanged 4
		SP:Iteration 23Q (40714.830000 sec): 3 clusters
  Score: Raw -1877701.394535 + Penalty 3230.347297 = -1874471.047238
  nChanged 3
		SP:Iteration 24Q (40715.070000 sec): 3 clusters
  Score: Raw -1877705.474532 + Penalty 3230.347297 = -1874475.127236
  nChanged 2
		SP:Iteration 25Q (40715.310000 sec): 3 clusters
  Score: Raw -1877707.481624 + Penalty 3230.347297 = -1874477.134327
  nChanged 1
		SP:Iteration 26Q (40715.530000 sec): 3 clusters
  Score: Raw -1877708.916575 + Penalty 3230.347297 = -1874478.569278
  nChanged 1
		SP:Iteration 27Q (40715.770000 sec): 3 clusters
  Score: Raw -1877709.658301 + Penalty 3230.347297 = -1874479.311004
  nChanged 0
		SP:Iteration 28F (40716.010000 sec): 3 clusters
  Score: Raw -1877709.658301 + Penalty 3230.347297 = -1874479.311004
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 15 (17634 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (40716.190000 sec): 2 clusters
  Score: Raw -1448766.107010 + Penalty 1588.857422 = -1447177.249588
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (40716.460000 sec): 3 clusters
  Score: Raw -1438308.483164 + Penalty 3177.714844 = -1435130.768320
  nChanged 7915
		SP:Iteration 1F (40716.690000 sec): 3 clusters
  Score: Raw -1442823.664473 + Penalty 3177.714844 = -1439645.949629
  nChanged 1131
		SP:Iteration 2F (40716.940000 sec): 3 clusters
  Score: Raw -1443430.231631 + Penalty 3177.714844 = -1440252.516787
  nChanged 1148
		SP:Iteration 3F (40717.170000 sec): 3 clusters
  Score: Raw -1444051.600547 + Penalty 3177.714844 = -1440873.885703
  nChanged 1088
		SP:Iteration 4F (40717.430000 sec): 3 clusters
  Score: Raw -1444710.438211 + Penalty 3177.714844 = -1441532.723367
  nChanged 1009
		SP:Iteration 5F (40717.660000 sec): 3 clusters
  Score: Raw -1445367.654719 + Penalty 3177.714844 = -1442189.939875
  nChanged 953
		SP:Iteration 6F (40717.920000 sec): 3 clusters
  Score: Raw -1445988.106398 + Penalty 3177.714844 = -1442810.391554
  nChanged 848
		SP:Iteration 7Q (40718.160000 sec): 3 clusters
  Score: Raw -1446505.114084 + Penalty 3177.714844 = -1443327.399240
  nChanged 722
		SP:Iteration 8Q (40718.420000 sec): 3 clusters
  Score: Raw -1446903.537900 + Penalty 3177.714844 = -1443725.823056
  nChanged 590
		SP:Iteration 9Q (40718.660000 sec): 3 clusters
  Score: Raw -1447204.960545 + Penalty 3177.714844 = -1444027.245701
  nChanged 482
		SP:Iteration 10Q (40718.920000 sec): 3 clusters
  Score: Raw -1447459.505907 + Penalty 3177.714844 = -1444281.791063
  nChanged 405
		SP:Iteration 11Q (40719.200000 sec): 3 clusters
  Score: Raw -1447685.093208 + Penalty 3177.714844 = -1444507.378364
  nChanged 351
		SP:Iteration 12Q (40719.410000 sec): 3 clusters
  Score: Raw -1447867.364812 + Penalty 3177.714844 = -1444689.649968
  nChanged 318
		SP:Iteration 13Q (40719.690000 sec): 3 clusters
  Score: Raw -1448010.205883 + Penalty 3177.714844 = -1444832.491039
  nChanged 252
		SP:Iteration 14Q (40719.900000 sec): 3 clusters
  Score: Raw -1448143.996433 + Penalty 3177.714844 = -1444966.281589
  nChanged 251
		SP:Iteration 15Q (40720.160000 sec): 3 clusters
  Score: Raw -1448272.760706 + Penalty 3177.714844 = -1445095.045862
  nChanged 222
		SP:Iteration 16Q (40720.370000 sec): 3 clusters
  Score: Raw -1448380.890532 + Penalty 3177.714844 = -1445203.175688
  nChanged 196
		SP:Iteration 17Q (40720.580000 sec): 3 clusters
  Score: Raw -1448464.974038 + Penalty 3177.714844 = -1445287.259194
  nChanged 155
		SP:Iteration 18Q (40720.820000 sec): 3 clusters
  Score: Raw -1448525.790587 + Penalty 3177.714844 = -1445348.075743
  nChanged 124
		SP:Iteration 19Q (40721.030000 sec): 3 clusters
  Score: Raw -1448571.174944 + Penalty 3177.714844 = -1445393.460100
  nChanged 121
		SP:Iteration 20F (40721.260000 sec): 3 clusters
  Score: Raw -1448612.666284 + Penalty 3177.714844 = -1445434.951440
  nChanged 128
		SP:Iteration 21Q (40721.500000 sec): 3 clusters
  Score: Raw -1448659.466692 + Penalty 3177.714844 = -1445481.751848
  nChanged 125
		SP:Iteration 22Q (40721.700000 sec): 3 clusters
  Score: Raw -1448710.125633 + Penalty 3177.714844 = -1445532.410788
  nChanged 122
		SP:Iteration 23Q (40721.920000 sec): 3 clusters
  Score: Raw -1448765.516978 + Penalty 3177.714844 = -1445587.802134
  nChanged 136
		SP:Iteration 24Q (40722.190000 sec): 3 clusters
  Score: Raw -1448828.507945 + Penalty 3177.714844 = -1445650.793101
  nChanged 129
		SP:Iteration 25Q (40722.390000 sec): 3 clusters
  Score: Raw -1448885.936989 + Penalty 3177.714844 = -1445708.222145
  nChanged 114
		SP:Iteration 26Q (40722.610000 sec): 3 clusters
  Score: Raw -1448937.219591 + Penalty 3177.714844 = -1445759.504747
  nChanged 95
		SP:Iteration 27Q (40722.850000 sec): 3 clusters
  Score: Raw -1448975.932187 + Penalty 3177.714844 = -1445798.217343
  nChanged 67
		SP:Iteration 28Q (40723.060000 sec): 3 clusters
  Score: Raw -1449000.344283 + Penalty 3177.714844 = -1445822.629439
  nChanged 75
		SP:Iteration 29Q (40723.270000 sec): 3 clusters
  Score: Raw -1449032.724309 + Penalty 3177.714844 = -1445855.009464
  nChanged 56
		SP:Iteration 30Q (40723.530000 sec): 3 clusters
  Score: Raw -1449053.783812 + Penalty 3177.714844 = -1445876.068968
  nChanged 46
		SP:Iteration 31Q (40723.730000 sec): 3 clusters
  Score: Raw -1449073.380494 + Penalty 3177.714844 = -1445895.665650
  nChanged 48
		SP:Iteration 32Q (40723.950000 sec): 3 clusters
  Score: Raw -1449089.769820 + Penalty 3177.714844 = -1445912.054976
  nChanged 37
		SP:Iteration 33Q (40724.190000 sec): 3 clusters
  Score: Raw -1449102.654015 + Penalty 3177.714844 = -1445924.939171
  nChanged 35
		SP:Iteration 34Q (40724.390000 sec): 3 clusters
  Score: Raw -1449114.630847 + Penalty 3177.714844 = -1445936.916002
  nChanged 25
		SP:Iteration 35Q (40724.590000 sec): 3 clusters
  Score: Raw -1449122.188950 + Penalty 3177.714844 = -1445944.474106
  nChanged 23
		SP:Iteration 36Q (40724.810000 sec): 3 clusters
  Score: Raw -1449128.910992 + Penalty 3177.714844 = -1445951.196148
  nChanged 17
		SP:Iteration 37Q (40725.050000 sec): 3 clusters
  Score: Raw -1449135.084193 + Penalty 3177.714844 = -1445957.369349
  nChanged 20
		SP:Iteration 38Q (40725.250000 sec): 3 clusters
  Score: Raw -1449142.986039 + Penalty 3177.714844 = -1445965.271195
  nChanged 20
		SP:Iteration 39Q (40725.460000 sec): 3 clusters
  Score: Raw -1449151.572988 + Penalty 3177.714844 = -1445973.858144
  nChanged 15
		SP:Iteration 40F (40725.750000 sec): 3 clusters
  Score: Raw -1449157.496819 + Penalty 3177.714844 = -1445979.781975
  nChanged 14
		SP:Iteration 41Q (40725.950000 sec): 3 clusters
  Score: Raw -1449162.576379 + Penalty 3177.714844 = -1445984.861535
  nChanged 15
		SP:Iteration 42Q (40726.160000 sec): 3 clusters
  Score: Raw -1449167.076288 + Penalty 3177.714844 = -1445989.361444
  nChanged 11
		SP:Iteration 43Q (40726.400000 sec): 3 clusters
  Score: Raw -1449172.394309 + Penalty 3177.714844 = -1445994.679465
  nChanged 16
		SP:Iteration 44Q (40726.600000 sec): 3 clusters
  Score: Raw -1449180.094008 + Penalty 3177.714844 = -1446002.379164
  nChanged 23
		SP:Iteration 45Q (40726.810000 sec): 3 clusters
  Score: Raw -1449192.216777 + Penalty 3177.714844 = -1446014.501933
  nChanged 31
		SP:Iteration 46Q (40727.090000 sec): 3 clusters
  Score: Raw -1449204.105926 + Penalty 3177.714844 = -1446026.391082
  nChanged 23
		SP:Iteration 47Q (40727.290000 sec): 3 clusters
  Score: Raw -1449214.798438 + Penalty 3177.714844 = -1446037.083593
  nChanged 28
		SP:Iteration 48Q (40727.500000 sec): 3 clusters
  Score: Raw -1449226.108821 + Penalty 3177.714844 = -1446048.393976
  nChanged 20
		SP:Iteration 49Q (40727.740000 sec): 3 clusters
  Score: Raw -1449234.510907 + Penalty 3177.714844 = -1446056.796063
  nChanged 19
		SP:Iteration 50Q (40727.940000 sec): 3 clusters
  Score: Raw -1449242.358105 + Penalty 3177.714844 = -1446064.643261
  nChanged 17
		SP:Iteration 51Q (40728.130000 sec): 3 clusters
  Score: Raw -1449251.147319 + Penalty 3177.714844 = -1446073.432475
  nChanged 15
		SP:Iteration 52Q (40728.350000 sec): 3 clusters
  Score: Raw -1449255.891228 + Penalty 3177.714844 = -1446078.176384
  nChanged 9
		SP:Iteration 53Q (40728.590000 sec): 3 clusters
  Score: Raw -1449258.770454 + Penalty 3177.714844 = -1446081.055610
  nChanged 6
		SP:Iteration 54Q (40728.790000 sec): 3 clusters
  Score: Raw -1449260.275177 + Penalty 3177.714844 = -1446082.560333
  nChanged 1
		SP:Iteration 55Q (40728.990000 sec): 3 clusters
  Score: Raw -1449260.882307 + Penalty 3177.714844 = -1446083.167463
  nChanged 3
		SP:Iteration 56Q (40729.200000 sec): 3 clusters
  Score: Raw -1449261.822878 + Penalty 3177.714844 = -1446084.108034
  nChanged 4
		SP:Iteration 57Q (40729.440000 sec): 3 clusters
  Score: Raw -1449263.319678 + Penalty 3177.714844 = -1446085.604834
  nChanged 5
		SP:Iteration 58Q (40729.640000 sec): 3 clusters
  Score: Raw -1449265.545854 + Penalty 3177.714844 = -1446087.831010
  nChanged 9
		SP:Iteration 59Q (40729.840000 sec): 3 clusters
  Score: Raw -1449270.046752 + Penalty 3177.714844 = -1446092.331908
  nChanged 8
		SP:Iteration 60F (40730.070000 sec): 3 clusters
  Score: Raw -1449272.628092 + Penalty 3177.714844 = -1446094.913248
  nChanged 8
		SP:Iteration 61Q (40730.310000 sec): 3 clusters
  Score: Raw -1449275.923057 + Penalty 3177.714844 = -1446098.208213
  nChanged 6
		SP:Iteration 62Q (40730.510000 sec): 3 clusters
  Score: Raw -1449277.405688 + Penalty 3177.714844 = -1446099.690844
  nChanged 3
		SP:Iteration 63Q (40730.730000 sec): 3 clusters
  Score: Raw -1449278.872798 + Penalty 3177.714844 = -1446101.157954
  nChanged 6
		SP:Iteration 64Q (40730.970000 sec): 3 clusters
  Score: Raw -1449281.780232 + Penalty 3177.714844 = -1446104.065388
  nChanged 7
		SP:Iteration 65Q (40731.170000 sec): 3 clusters
  Score: Raw -1449285.039650 + Penalty 3177.714844 = -1446107.324806
  nChanged 6
		SP:Iteration 66Q (40731.370000 sec): 3 clusters
  Score: Raw -1449287.710806 + Penalty 3177.714844 = -1446109.995962
  nChanged 5
		SP:Iteration 67Q (40731.650000 sec): 3 clusters
  Score: Raw -1449290.329947 + Penalty 3177.714844 = -1446112.615103
  nChanged 6
		SP:Iteration 68Q (40731.850000 sec): 3 clusters
  Score: Raw -1449292.548198 + Penalty 3177.714844 = -1446114.833354
  nChanged 5
		SP:Iteration 69Q (40732.050000 sec): 3 clusters
  Score: Raw -1449293.982236 + Penalty 3177.714844 = -1446116.267392
  nChanged 8
		SP:Iteration 70Q (40732.320000 sec): 3 clusters
  Score: Raw -1449296.386946 + Penalty 3177.714844 = -1446118.672102
  nChanged 5
		SP:Iteration 71Q (40732.520000 sec): 3 clusters
  Score: Raw -1449297.623252 + Penalty 3177.714844 = -1446119.908408
  nChanged 5
		SP:Iteration 72Q (40732.730000 sec): 3 clusters
  Score: Raw -1449299.825459 + Penalty 3177.714844 = -1446122.110615
  nChanged 6
		SP:Iteration 73Q (40733.000000 sec): 3 clusters
  Score: Raw -1449302.025861 + Penalty 3177.714844 = -1446124.311017
  nChanged 4
		SP:Iteration 74Q (40733.200000 sec): 3 clusters
  Score: Raw -1449303.415705 + Penalty 3177.714844 = -1446125.700861
  nChanged 3
		SP:Iteration 75Q (40733.410000 sec): 3 clusters
  Score: Raw -1449304.080715 + Penalty 3177.714844 = -1446126.365871
  nChanged 0
		SP:Iteration 76F (40733.690000 sec): 3 clusters
  Score: Raw -1449304.080715 + Penalty 3177.714844 = -1446126.365871
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 16 (4496 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (40733.770000 sec): 2 clusters
  Score: Raw -369464.215509 + Penalty 1366.778301 = -368097.437208
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (40733.860000 sec): 3 clusters
  Score: Raw -367180.410466 + Penalty 2733.556602 = -364446.853864
  nChanged 1787
		SP:Iteration 1F (40733.950000 sec): 3 clusters
  Score: Raw -368244.614894 + Penalty 2733.556602 = -365511.058292
  nChanged 406
		SP:Iteration 2F (40734.040000 sec): 3 clusters
  Score: Raw -368587.664125 + Penalty 2733.556602 = -365854.107523
  nChanged 359
		SP:Iteration 3F (40734.130000 sec): 3 clusters
  Score: Raw -368932.257368 + Penalty 2733.556602 = -366198.700766
  nChanged 316
		SP:Iteration 4F (40734.220000 sec): 3 clusters
  Score: Raw -369197.006036 + Penalty 2733.556602 = -366463.449433
  nChanged 260
		SP:Iteration 5F (40734.310000 sec): 3 clusters
  Score: Raw -369403.121168 + Penalty 2733.556602 = -366669.564566
  nChanged 211
		SP:Iteration 6Q (40734.400000 sec): 3 clusters
  Score: Raw -369547.781950 + Penalty 2733.556602 = -366814.225348
  nChanged 174
		SP:Iteration 7Q (40734.490000 sec): 3 clusters
  Score: Raw -369668.291269 + Penalty 2733.556602 = -366934.734667
  nChanged 156
		SP:Iteration 8Q (40734.580000 sec): 3 clusters
  Score: Raw -369763.968460 + Penalty 2733.556602 = -367030.411858
  nChanged 123
		SP:Iteration 9Q (40734.670000 sec): 3 clusters
  Score: Raw -369830.529811 + Penalty 2733.556602 = -367096.973209
  nChanged 127
		SP:Iteration 10Q (40734.760000 sec): 3 clusters
  Score: Raw -369899.313822 + Penalty 2733.556602 = -367165.757220
  nChanged 116
		SP:Iteration 11Q (40734.850000 sec): 3 clusters
  Score: Raw -369959.878087 + Penalty 2733.556602 = -367226.321484
  nChanged 81
		SP:Iteration 12Q (40734.940000 sec): 3 clusters
  Score: Raw -369997.538504 + Penalty 2733.556602 = -367263.981902
  nChanged 71
		SP:Iteration 13Q (40735.030000 sec): 3 clusters
  Score: Raw -370024.497076 + Penalty 2733.556602 = -367290.940473
  nChanged 56
		SP:Iteration 14Q (40735.120000 sec): 3 clusters
  Score: Raw -370048.307182 + Penalty 2733.556602 = -367314.750580
  nChanged 52
		SP:Iteration 15Q (40735.210000 sec): 3 clusters
  Score: Raw -370067.171795 + Penalty 2733.556602 = -367333.615193
  nChanged 35
		SP:Iteration 16Q (40735.300000 sec): 3 clusters
  Score: Raw -370081.884625 + Penalty 2733.556602 = -367348.328022
  nChanged 38
		SP:Iteration 17Q (40735.390000 sec): 3 clusters
  Score: Raw -370099.510813 + Penalty 2733.556602 = -367365.954211
  nChanged 38
		SP:Iteration 18Q (40735.470000 sec): 3 clusters
  Score: Raw -370114.039943 + Penalty 2733.556602 = -367380.483341
  nChanged 17
		SP:Iteration 19Q (40735.560000 sec): 3 clusters
  Score: Raw -370120.237278 + Penalty 2733.556602 = -367386.680676
  nChanged 18
		SP:Iteration 20F (40735.650000 sec): 3 clusters
  Score: Raw -370125.380355 + Penalty 2733.556602 = -367391.823752
  nChanged 14
		SP:Iteration 21Q (40735.740000 sec): 3 clusters
  Score: Raw -370130.928048 + Penalty 2733.556602 = -367397.371445
  nChanged 20
		SP:Iteration 22Q (40735.830000 sec): 3 clusters
  Score: Raw -370138.056934 + Penalty 2733.556602 = -367404.500331
  nChanged 18
		SP:Iteration 23Q (40735.920000 sec): 3 clusters
  Score: Raw -370143.671259 + Penalty 2733.556602 = -367410.114656
  nChanged 12
		SP:Iteration 24Q (40736.010000 sec): 3 clusters
  Score: Raw -370147.558357 + Penalty 2733.556602 = -367414.001754
  nChanged 10
		SP:Iteration 25Q (40736.090000 sec): 3 clusters
  Score: Raw -370149.417077 + Penalty 2733.556602 = -367415.860474
  nChanged 3
		SP:Iteration 26Q (40736.190000 sec): 3 clusters
  Score: Raw -370150.066506 + Penalty 2733.556602 = -367416.509904
  nChanged 4
		SP:Iteration 27Q (40736.270000 sec): 3 clusters
  Score: Raw -370151.325687 + Penalty 2733.556602 = -367417.769085
  nChanged 7
		SP:Iteration 28Q (40736.360000 sec): 3 clusters
  Score: Raw -370153.919656 + Penalty 2733.556602 = -367420.363053
  nChanged 9
		SP:Iteration 29Q (40736.450000 sec): 3 clusters
  Score: Raw -370157.968326 + Penalty 2733.556602 = -367424.411724
  nChanged 6
		SP:Iteration 30Q (40736.540000 sec): 3 clusters
  Score: Raw -370160.800034 + Penalty 2733.556602 = -367427.243432
  nChanged 8
		SP:Iteration 31Q (40736.630000 sec): 3 clusters
  Score: Raw -370164.399451 + Penalty 2733.556602 = -367430.842849
  nChanged 8
		SP:Iteration 32Q (40736.720000 sec): 3 clusters
  Score: Raw -370166.198226 + Penalty 2733.556602 = -367432.641623
  nChanged 5
		SP:Iteration 33Q (40736.810000 sec): 3 clusters
  Score: Raw -370167.500083 + Penalty 2733.556602 = -367433.943481
  nChanged 2
		SP:Iteration 34Q (40736.890000 sec): 3 clusters
  Score: Raw -370167.922270 + Penalty 2733.556602 = -367434.365667
  nChanged 3
		SP:Iteration 35Q (40736.980000 sec): 3 clusters
  Score: Raw -370168.500188 + Penalty 2733.556602 = -367434.943586
  nChanged 1
		SP:Iteration 36Q (40737.070000 sec): 3 clusters
  Score: Raw -370168.700927 + Penalty 2733.556602 = -367435.144324
  nChanged 1
		SP:Iteration 37Q (40737.160000 sec): 3 clusters
  Score: Raw -370168.784152 + Penalty 2733.556602 = -367435.227550
  nChanged 0
		SP:Iteration 38F (40737.250000 sec): 3 clusters
  Score: Raw -370168.784152 + Penalty 2733.556602 = -367435.227550
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 17 (3896 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (40737.320000 sec): 2 clusters
  Score: Raw -347827.601934 + Penalty 1343.502171 = -346484.099764
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (40737.400000 sec): 3 clusters
  Score: Raw -345931.489569 + Penalty 2687.004341 = -343244.485228
  nChanged 1485
		SP:Iteration 1F (40737.480000 sec): 3 clusters
  Score: Raw -346776.244942 + Penalty 2687.004341 = -344089.240601
  nChanged 248
		SP:Iteration 2F (40737.550000 sec): 3 clusters
  Score: Raw -346950.449202 + Penalty 2687.004341 = -344263.444861
  nChanged 245
		SP:Iteration 3F (40737.620000 sec): 3 clusters
  Score: Raw -347163.987724 + Penalty 2687.004341 = -344476.983383
  nChanged 261
		SP:Iteration 4F (40737.690000 sec): 3 clusters
  Score: Raw -347418.839001 + Penalty 2687.004341 = -344731.834660
  nChanged 288
		SP:Iteration 5F (40737.770000 sec): 3 clusters
  Score: Raw -347751.219083 + Penalty 2687.004341 = -345064.214742
  nChanged 278
		SP:Iteration 6F (40737.840000 sec): 3 clusters
  Score: Raw -348032.596861 + Penalty 2687.004341 = -345345.592520
  nChanged 205
		SP:Iteration 7F (40737.910000 sec): 3 clusters
  Score: Raw -348191.519389 + Penalty 2687.004341 = -345504.515048
  nChanged 129
		SP:Iteration 8Q (40737.990000 sec): 3 clusters
  Score: Raw -348285.994609 + Penalty 2687.004341 = -345598.990268
  nChanged 91
		SP:Iteration 9Q (40738.060000 sec): 3 clusters
  Score: Raw -348344.592203 + Penalty 2687.004341 = -345657.587862
  nChanged 96
		SP:Iteration 10Q (40738.130000 sec): 3 clusters
  Score: Raw -348399.141714 + Penalty 2687.004341 = -345712.137373
  nChanged 80
		SP:Iteration 11Q (40738.210000 sec): 3 clusters
  Score: Raw -348439.954149 + Penalty 2687.004341 = -345752.949808
  nChanged 53
		SP:Iteration 12Q (40738.280000 sec): 3 clusters
  Score: Raw -348471.339138 + Penalty 2687.004341 = -345784.334797
  nChanged 44
		SP:Iteration 13Q (40738.360000 sec): 3 clusters
  Score: Raw -348496.015707 + Penalty 2687.004341 = -345809.011366
  nChanged 39
		SP:Iteration 14Q (40738.430000 sec): 3 clusters
  Score: Raw -348521.104876 + Penalty 2687.004341 = -345834.100535
  nChanged 37
		SP:Iteration 15Q (40738.510000 sec): 3 clusters
  Score: Raw -348537.170285 + Penalty 2687.004341 = -345850.165944
  nChanged 27
		SP:Iteration 16Q (40738.580000 sec): 3 clusters
  Score: Raw -348547.195488 + Penalty 2687.004341 = -345860.191147
  nChanged 29
		SP:Iteration 17Q (40738.650000 sec): 3 clusters
  Score: Raw -348556.239976 + Penalty 2687.004341 = -345869.235635
  nChanged 17
		SP:Iteration 18Q (40738.730000 sec): 3 clusters
  Score: Raw -348561.040306 + Penalty 2687.004341 = -345874.035965
  nChanged 11
		SP:Iteration 19Q (40738.800000 sec): 3 clusters
  Score: Raw -348564.023847 + Penalty 2687.004341 = -345877.019506
  nChanged 9
		SP:Iteration 20F (40738.870000 sec): 3 clusters
  Score: Raw -348565.853494 + Penalty 2687.004341 = -345878.849153
  nChanged 6
		SP:Iteration 21Q (40738.950000 sec): 3 clusters
  Score: Raw -348566.837667 + Penalty 2687.004341 = -345879.833326
  nChanged 7
		SP:Iteration 22Q (40739.020000 sec): 3 clusters
  Score: Raw -348568.497841 + Penalty 2687.004341 = -345881.493500
  nChanged 3
		SP:Iteration 23Q (40739.090000 sec): 3 clusters
  Score: Raw -348569.423178 + Penalty 2687.004341 = -345882.418837
  nChanged 1
		SP:Iteration 24Q (40739.170000 sec): 3 clusters
  Score: Raw -348569.586701 + Penalty 2687.004341 = -345882.582360
  nChanged 2
		SP:Iteration 25Q (40739.240000 sec): 3 clusters
  Score: Raw -348570.037313 + Penalty 2687.004341 = -345883.032972
  nChanged 2
		SP:Iteration 26Q (40739.310000 sec): 3 clusters
  Score: Raw -348570.487814 + Penalty 2687.004341 = -345883.483473
  nChanged 1
		SP:Iteration 27Q (40739.390000 sec): 3 clusters
  Score: Raw -348570.734367 + Penalty 2687.004341 = -345883.730026
  nChanged 0
		SP:Iteration 28F (40739.460000 sec): 3 clusters
  Score: Raw -348570.734367 + Penalty 2687.004341 = -345883.730026
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 18 (3477 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (40739.530000 sec): 2 clusters
  Score: Raw -279320.969299 + Penalty 1325.012834 = -277995.956465
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (40739.590000 sec): 3 clusters
  Score: Raw -277686.382339 + Penalty 2650.025668 = -275036.356671
  nChanged 1320
		SP:Iteration 1F (40739.670000 sec): 3 clusters
  Score: Raw -278651.036389 + Penalty 2650.025668 = -276001.010722
  nChanged 340
		SP:Iteration 2F (40739.730000 sec): 3 clusters
  Score: Raw -278924.100367 + Penalty 2650.025668 = -276274.074699
  nChanged 222
		SP:Iteration 3F (40739.800000 sec): 3 clusters
  Score: Raw -279079.842265 + Penalty 2650.025668 = -276429.816597
  nChanged 156
		SP:Iteration 4Q (40739.870000 sec): 3 clusters
  Score: Raw -279198.456007 + Penalty 2650.025668 = -276548.430339
  nChanged 150
		SP:Iteration 5Q (40739.930000 sec): 3 clusters
  Score: Raw -279301.507108 + Penalty 2650.025668 = -276651.481440
  nChanged 128
		SP:Iteration 6Q (40740.000000 sec): 3 clusters
  Score: Raw -279396.303007 + Penalty 2650.025668 = -276746.277339
  nChanged 134
		SP:Iteration 7Q (40740.070000 sec): 3 clusters
  Score: Raw -279494.020235 + Penalty 2650.025668 = -276843.994567
  nChanged 108
		SP:Iteration 8Q (40740.130000 sec): 3 clusters
  Score: Raw -279565.569856 + Penalty 2650.025668 = -276915.544189
  nChanged 97
		SP:Iteration 9Q (40740.200000 sec): 3 clusters
  Score: Raw -279629.580964 + Penalty 2650.025668 = -276979.555296
  nChanged 102
		SP:Iteration 10Q (40740.270000 sec): 3 clusters
  Score: Raw -279688.817150 + Penalty 2650.025668 = -277038.791482
  nChanged 75
		SP:Iteration 11Q (40740.340000 sec): 3 clusters
  Score: Raw -279730.963265 + Penalty 2650.025668 = -277080.937597
  nChanged 63
		SP:Iteration 12Q (40740.400000 sec): 3 clusters
  Score: Raw -279762.451542 + Penalty 2650.025668 = -277112.425874
  nChanged 43
		SP:Iteration 13Q (40740.470000 sec): 3 clusters
  Score: Raw -279777.667691 + Penalty 2650.025668 = -277127.642024
  nChanged 32
		SP:Iteration 14Q (40740.540000 sec): 3 clusters
  Score: Raw -279790.716434 + Penalty 2650.025668 = -277140.690766
  nChanged 28
		SP:Iteration 15Q (40740.610000 sec): 3 clusters
  Score: Raw -279806.845369 + Penalty 2650.025668 = -277156.819701
  nChanged 30
		SP:Iteration 16Q (40740.670000 sec): 3 clusters
  Score: Raw -279821.837275 + Penalty 2650.025668 = -277171.811607
  nChanged 27
		SP:Iteration 17Q (40740.740000 sec): 3 clusters
  Score: Raw -279838.849469 + Penalty 2650.025668 = -277188.823801
  nChanged 29
		SP:Iteration 18Q (40740.800000 sec): 3 clusters
  Score: Raw -279862.225284 + Penalty 2650.025668 = -277212.199616
  nChanged 32
		SP:Iteration 19Q (40740.870000 sec): 3 clusters
  Score: Raw -279884.027139 + Penalty 2650.025668 = -277234.001471
  nChanged 31
		SP:Iteration 20F (40740.940000 sec): 3 clusters
  Score: Raw -279896.445796 + Penalty 2650.025668 = -277246.420128
  nChanged 23
		SP:Iteration 21Q (40741.000000 sec): 3 clusters
  Score: Raw -279907.541104 + Penalty 2650.025668 = -277257.515437
  nChanged 21
		SP:Iteration 22Q (40741.070000 sec): 3 clusters
  Score: Raw -279919.953036 + Penalty 2650.025668 = -277269.927368
  nChanged 21
		SP:Iteration 23Q (40741.130000 sec): 3 clusters
  Score: Raw -279930.750024 + Penalty 2650.025668 = -277280.724356
  nChanged 15
		SP:Iteration 24Q (40741.200000 sec): 3 clusters
  Score: Raw -279933.947741 + Penalty 2650.025668 = -277283.922073
  nChanged 9
		SP:Iteration 25Q (40741.270000 sec): 3 clusters
  Score: Raw -279936.561780 + Penalty 2650.025668 = -277286.536112
  nChanged 9
		SP:Iteration 26Q (40741.330000 sec): 3 clusters
  Score: Raw -279939.409947 + Penalty 2650.025668 = -277289.384279
  nChanged 6
		SP:Iteration 27Q (40741.400000 sec): 3 clusters
  Score: Raw -279940.776793 + Penalty 2650.025668 = -277290.751125
  nChanged 3
		SP:Iteration 28Q (40741.470000 sec): 3 clusters
  Score: Raw -279941.510540 + Penalty 2650.025668 = -277291.484872
  nChanged 2
		SP:Iteration 29Q (40741.530000 sec): 3 clusters
  Score: Raw -279942.172907 + Penalty 2650.025668 = -277292.147239
  nChanged 4
		SP:Iteration 30Q (40741.600000 sec): 3 clusters
  Score: Raw -279943.874730 + Penalty 2650.025668 = -277293.849062
  nChanged 5
		SP:Iteration 31Q (40741.670000 sec): 3 clusters
  Score: Raw -279946.418539 + Penalty 2650.025668 = -277296.392871
  nChanged 5
		SP:Iteration 32Q (40741.730000 sec): 3 clusters
  Score: Raw -279948.586603 + Penalty 2650.025668 = -277298.560935
  nChanged 8
		SP:Iteration 33Q (40741.800000 sec): 3 clusters
  Score: Raw -279950.554606 + Penalty 2650.025668 = -277300.528938
  nChanged 6
		SP:Iteration 34Q (40741.870000 sec): 3 clusters
  Score: Raw -279952.083947 + Penalty 2650.025668 = -277302.058279
  nChanged 8
		SP:Iteration 35Q (40741.930000 sec): 3 clusters
  Score: Raw -279953.910826 + Penalty 2650.025668 = -277303.885158
  nChanged 2
		SP:Iteration 36Q (40742.000000 sec): 3 clusters
  Score: Raw -279954.428616 + Penalty 2650.025668 = -277304.402948
  nChanged 0
		SP:Iteration 37F (40742.070000 sec): 3 clusters
  Score: Raw -279954.428616 + Penalty 2650.025668 = -277304.402948
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 19 (935 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (40742.120000 sec): 2 clusters
  Score: Raw -83617.232299 + Penalty 1111.588811 = -82505.643488
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (40742.140000 sec): 3 clusters
  Score: Raw -83342.553943 + Penalty 2223.177622 = -81119.376321
  nChanged 280
		SP:Iteration 1F (40742.160000 sec): 3 clusters
  Score: Raw -83603.101519 + Penalty 2223.177622 = -81379.923897
  nChanged 57
		SP:Iteration 2F (40742.180000 sec): 3 clusters
  Score: Raw -83663.817135 + Penalty 2223.177622 = -81440.639513
  nChanged 36
		SP:Iteration 3Q (40742.190000 sec): 3 clusters
  Score: Raw -83705.993230 + Penalty 2223.177622 = -81482.815608
  nChanged 30
		SP:Iteration 4Q (40742.210000 sec): 3 clusters
  Score: Raw -83738.663632 + Penalty 2223.177622 = -81515.486010
  nChanged 25
		SP:Iteration 5Q (40742.230000 sec): 3 clusters
  Score: Raw -83763.103536 + Penalty 2223.177622 = -81539.925914
  nChanged 20
		SP:Iteration 6Q (40742.250000 sec): 3 clusters
  Score: Raw -83783.825632 + Penalty 2223.177622 = -81560.648010
  nChanged 13
		SP:Iteration 7Q (40742.270000 sec): 3 clusters
  Score: Raw -83799.053181 + Penalty 2223.177622 = -81575.875558
  nChanged 14
		SP:Iteration 8Q (40742.290000 sec): 3 clusters
  Score: Raw -83809.161916 + Penalty 2223.177622 = -81585.984294
  nChanged 6
		SP:Iteration 9Q (40742.310000 sec): 3 clusters
  Score: Raw -83813.953464 + Penalty 2223.177622 = -81590.775842
  nChanged 6
		SP:Iteration 10Q (40742.330000 sec): 3 clusters
  Score: Raw -83818.751008 + Penalty 2223.177622 = -81595.573386
  nChanged 8
		SP:Iteration 11Q (40742.350000 sec): 3 clusters
  Score: Raw -83826.572481 + Penalty 2223.177622 = -81603.394859
  nChanged 4
		SP:Iteration 12Q (40742.370000 sec): 3 clusters
  Score: Raw -83832.552907 + Penalty 2223.177622 = -81609.375285
  nChanged 8
		SP:Iteration 13Q (40742.390000 sec): 3 clusters
  Score: Raw -83839.775302 + Penalty 2223.177622 = -81616.597680
  nChanged 4
		SP:Iteration 14Q (40742.410000 sec): 3 clusters
  Score: Raw -83846.306994 + Penalty 2223.177622 = -81623.129372
  nChanged 4
		SP:Iteration 15Q (40742.430000 sec): 3 clusters
  Score: Raw -83850.588975 + Penalty 2223.177622 = -81627.411353
  nChanged 5
		SP:Iteration 16Q (40742.440000 sec): 3 clusters
  Score: Raw -83854.159408 + Penalty 2223.177622 = -81630.981786
  nChanged 4
		SP:Iteration 17Q (40742.460000 sec): 3 clusters
  Score: Raw -83859.224318 + Penalty 2223.177622 = -81636.046696
  nChanged 7
		SP:Iteration 18Q (40742.480000 sec): 3 clusters
  Score: Raw -83869.093889 + Penalty 2223.177622 = -81645.916267
  nChanged 12
		SP:Iteration 19Q (40742.500000 sec): 3 clusters
  Score: Raw -83886.124442 + Penalty 2223.177622 = -81662.946820
  nChanged 18
		SP:Iteration 20F (40742.520000 sec): 3 clusters
  Score: Raw -83918.049238 + Penalty 2223.177622 = -81694.871616
  nChanged 17
		SP:Iteration 21Q (40742.540000 sec): 3 clusters
  Score: Raw -83947.375823 + Penalty 2223.177622 = -81724.198201
  nChanged 14
		SP:Iteration 22Q (40742.560000 sec): 3 clusters
  Score: Raw -83980.094001 + Penalty 2223.177622 = -81756.916379
  nChanged 22
		SP:Iteration 23Q (40742.570000 sec): 3 clusters
  Score: Raw -84026.759520 + Penalty 2223.177622 = -81803.581898
  nChanged 23
		SP:Iteration 24Q (40742.590000 sec): 3 clusters
  Score: Raw -84065.494081 + Penalty 2223.177622 = -81842.316459
  nChanged 11
		SP:Iteration 25Q (40742.610000 sec): 3 clusters
  Score: Raw -84082.074666 + Penalty 2223.177622 = -81858.897044
  nChanged 11
		SP:Iteration 26Q (40742.630000 sec): 3 clusters
  Score: Raw -84096.669614 + Penalty 2223.177622 = -81873.491992
  nChanged 9
		SP:Iteration 27Q (40742.650000 sec): 3 clusters
  Score: Raw -84112.788970 + Penalty 2223.177622 = -81889.611348
  nChanged 12
		SP:Iteration 28Q (40742.670000 sec): 3 clusters
  Score: Raw -84127.667566 + Penalty 2223.177622 = -81904.489944
  nChanged 5
		SP:Iteration 29Q (40742.690000 sec): 3 clusters
  Score: Raw -84133.577318 + Penalty 2223.177622 = -81910.399696
  nChanged 4
		SP:Iteration 30Q (40742.710000 sec): 3 clusters
  Score: Raw -84137.312990 + Penalty 2223.177622 = -81914.135368
  nChanged 0
		SP:Iteration 31F (40742.720000 sec): 3 clusters
  Score: Raw -84140.791257 + Penalty 2223.177622 = -81917.613635
  nChanged 1
		SP:Iteration 32Q (40742.740000 sec): 3 clusters
  Score: Raw -84146.955782 + Penalty 2223.177622 = -81923.778160
  nChanged 2
		SP:Iteration 33Q (40742.760000 sec): 3 clusters
  Score: Raw -84149.751269 + Penalty 2223.177622 = -81926.573647
  nChanged 1
		SP:Iteration 34Q (40742.780000 sec): 3 clusters
  Score: Raw -84150.674186 + Penalty 2223.177622 = -81927.496564
  nChanged 1
		SP:Iteration 35Q (40742.800000 sec): 3 clusters
  Score: Raw -84152.165961 + Penalty 2223.177622 = -81928.988339
  nChanged 2
		SP:Iteration 36Q (40742.810000 sec): 3 clusters
  Score: Raw -84155.719019 + Penalty 2223.177622 = -81932.541397
  nChanged 1
		SP:Iteration 37Q (40742.830000 sec): 3 clusters
  Score: Raw -84156.496123 + Penalty 2223.177622 = -81933.318501
  nChanged 0
		SP:Iteration 38F (40742.850000 sec): 3 clusters
  Score: Raw -84156.496123 + Penalty 2223.177622 = -81933.318501
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 20 (11118 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (40742.970000 sec): 2 clusters
  Score: Raw -948663.266686 + Penalty 1513.902113 = -947149.364573
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (40743.140000 sec): 3 clusters
  Score: Raw -942329.918724 + Penalty 3027.804226 = -939302.114498
  nChanged 4866
		SP:Iteration 1F (40743.310000 sec): 3 clusters
  Score: Raw -945024.319060 + Penalty 3027.804226 = -941996.514834
  nChanged 726
		SP:Iteration 2F (40743.470000 sec): 3 clusters
  Score: Raw -945388.848097 + Penalty 3027.804226 = -942361.043871
  nChanged 691
		SP:Iteration 3F (40743.650000 sec): 3 clusters
  Score: Raw -945780.943036 + Penalty 3027.804226 = -942753.138810
  nChanged 662
		SP:Iteration 4F (40743.810000 sec): 3 clusters
  Score: Raw -946172.436708 + Penalty 3027.804226 = -943144.632482
  nChanged 605
		SP:Iteration 5F (40743.990000 sec): 3 clusters
  Score: Raw -946530.453996 + Penalty 3027.804226 = -943502.649770
  nChanged 554
		SP:Iteration 6Q (40744.150000 sec): 3 clusters
  Score: Raw -946837.218448 + Penalty 3027.804226 = -943809.414222
  nChanged 502
		SP:Iteration 7Q (40744.340000 sec): 3 clusters
  Score: Raw -947113.097710 + Penalty 3027.804226 = -944085.293484
  nChanged 462
		SP:Iteration 8Q (40744.510000 sec): 3 clusters
  Score: Raw -947384.704767 + Penalty 3027.804226 = -944356.900541
  nChanged 424
		SP:Iteration 9Q (40744.690000 sec): 3 clusters
  Score: Raw -947667.008473 + Penalty 3027.804226 = -944639.204247
  nChanged 381
		SP:Iteration 10Q (40744.850000 sec): 3 clusters
  Score: Raw -947933.987299 + Penalty 3027.804226 = -944906.183073
  nChanged 325
		SP:Iteration 11Q (40745.030000 sec): 3 clusters
  Score: Raw -948185.527195 + Penalty 3027.804226 = -945157.722969
  nChanged 311
		SP:Iteration 12Q (40745.190000 sec): 3 clusters
  Score: Raw -948416.457262 + Penalty 3027.804226 = -945388.653036
  nChanged 254
		SP:Iteration 13Q (40745.370000 sec): 3 clusters
  Score: Raw -948615.134625 + Penalty 3027.804226 = -945587.330399
  nChanged 203
		SP:Iteration 14Q (40745.530000 sec): 3 clusters
  Score: Raw -948741.808258 + Penalty 3027.804226 = -945714.004032
  nChanged 155
		SP:Iteration 15Q (40745.710000 sec): 3 clusters
  Score: Raw -948831.594761 + Penalty 3027.804226 = -945803.790535
  nChanged 122
		SP:Iteration 16Q (40745.860000 sec): 3 clusters
  Score: Raw -948901.261464 + Penalty 3027.804226 = -945873.457238
  nChanged 87
		SP:Iteration 17Q (40746.030000 sec): 3 clusters
  Score: Raw -948938.979276 + Penalty 3027.804226 = -945911.175050
  nChanged 66
		SP:Iteration 18Q (40746.180000 sec): 3 clusters
  Score: Raw -948964.640107 + Penalty 3027.804226 = -945936.835880
  nChanged 46
		SP:Iteration 19Q (40746.340000 sec): 3 clusters
  Score: Raw -948980.968915 + Penalty 3027.804226 = -945953.164689
  nChanged 31
		SP:Iteration 20F (40746.500000 sec): 3 clusters
  Score: Raw -948990.782650 + Penalty 3027.804226 = -945962.978424
  nChanged 28
		SP:Iteration 21Q (40746.670000 sec): 3 clusters
  Score: Raw -948999.360110 + Penalty 3027.804226 = -945971.555884
  nChanged 26
		SP:Iteration 22Q (40746.850000 sec): 3 clusters
  Score: Raw -949006.947558 + Penalty 3027.804226 = -945979.143332
  nChanged 26
		SP:Iteration 23Q (40747.000000 sec): 3 clusters
  Score: Raw -949014.367609 + Penalty 3027.804226 = -945986.563383
  nChanged 22
		SP:Iteration 24Q (40747.170000 sec): 3 clusters
  Score: Raw -949021.052652 + Penalty 3027.804226 = -945993.248425
  nChanged 16
		SP:Iteration 25Q (40747.320000 sec): 3 clusters
  Score: Raw -949025.233520 + Penalty 3027.804226 = -945997.429294
  nChanged 18
		SP:Iteration 26Q (40747.480000 sec): 3 clusters
  Score: Raw -949029.631188 + Penalty 3027.804226 = -946001.826961
  nChanged 13
		SP:Iteration 27Q (40747.640000 sec): 3 clusters
  Score: Raw -949033.457357 + Penalty 3027.804226 = -946005.653131
  nChanged 10
		SP:Iteration 28Q (40747.800000 sec): 3 clusters
  Score: Raw -949037.065810 + Penalty 3027.804226 = -946009.261584
  nChanged 17
		SP:Iteration 29Q (40747.980000 sec): 3 clusters
  Score: Raw -949041.720955 + Penalty 3027.804226 = -946013.916729
  nChanged 14
		SP:Iteration 30Q (40748.130000 sec): 3 clusters
  Score: Raw -949047.827180 + Penalty 3027.804226 = -946020.022954
  nChanged 13
		SP:Iteration 31Q (40748.300000 sec): 3 clusters
  Score: Raw -949051.128096 + Penalty 3027.804226 = -946023.323870
  nChanged 7
		SP:Iteration 32Q (40748.450000 sec): 3 clusters
  Score: Raw -949052.522336 + Penalty 3027.804226 = -946024.718110
  nChanged 9
		SP:Iteration 33Q (40748.620000 sec): 3 clusters
  Score: Raw -949054.312996 + Penalty 3027.804226 = -946026.508770
  nChanged 12
		SP:Iteration 34Q (40748.770000 sec): 3 clusters
  Score: Raw -949056.163132 + Penalty 3027.804226 = -946028.358906
  nChanged 10
		SP:Iteration 35Q (40748.930000 sec): 3 clusters
  Score: Raw -949058.211220 + Penalty 3027.804226 = -946030.406994
  nChanged 7
		SP:Iteration 36Q (40749.110000 sec): 3 clusters
  Score: Raw -949060.133491 + Penalty 3027.804226 = -946032.329265
  nChanged 11
		SP:Iteration 37Q (40749.260000 sec): 3 clusters
  Score: Raw -949064.080701 + Penalty 3027.804226 = -946036.276475
  nChanged 16
		SP:Iteration 38Q (40749.430000 sec): 3 clusters
  Score: Raw -949068.878430 + Penalty 3027.804226 = -946041.074204
  nChanged 16
		SP:Iteration 39Q (40749.580000 sec): 3 clusters
  Score: Raw -949074.000427 + Penalty 3027.804226 = -946046.196201
  nChanged 16
		SP:Iteration 40F (40749.760000 sec): 3 clusters
  Score: Raw -949079.085233 + Penalty 3027.804226 = -946051.281007
  nChanged 17
		SP:Iteration 41Q (40749.910000 sec): 3 clusters
  Score: Raw -949083.653285 + Penalty 3027.804226 = -946055.849059
  nChanged 19
		SP:Iteration 42Q (40750.070000 sec): 3 clusters
  Score: Raw -949090.672939 + Penalty 3027.804226 = -946062.868713
  nChanged 25
		SP:Iteration 43Q (40750.230000 sec): 3 clusters
  Score: Raw -949099.809031 + Penalty 3027.804226 = -946072.004805
  nChanged 34
		SP:Iteration 44Q (40750.380000 sec): 3 clusters
  Score: Raw -949110.178685 + Penalty 3027.804226 = -946082.374459
  nChanged 23
		SP:Iteration 45Q (40750.560000 sec): 3 clusters
  Score: Raw -949116.981971 + Penalty 3027.804226 = -946089.177745
  nChanged 12
		SP:Iteration 46Q (40750.710000 sec): 3 clusters
  Score: Raw -949120.850826 + Penalty 3027.804226 = -946093.046600
  nChanged 15
		SP:Iteration 47Q (40750.870000 sec): 3 clusters
  Score: Raw -949127.988186 + Penalty 3027.804226 = -946100.183960
  nChanged 11
		SP:Iteration 48Q (40751.030000 sec): 3 clusters
  Score: Raw -949131.436789 + Penalty 3027.804226 = -946103.632563
  nChanged 11
		SP:Iteration 49Q (40751.170000 sec): 3 clusters
  Score: Raw -949135.465982 + Penalty 3027.804226 = -946107.661756
  nChanged 13
		SP:Iteration 50Q (40751.350000 sec): 3 clusters
  Score: Raw -949140.485791 + Penalty 3027.804226 = -946112.681565
  nChanged 17
		SP:Iteration 51Q (40751.500000 sec): 3 clusters
  Score: Raw -949149.524697 + Penalty 3027.804226 = -946121.720471
  nChanged 19
		SP:Iteration 52Q (40751.660000 sec): 3 clusters
  Score: Raw -949156.207641 + Penalty 3027.804226 = -946128.403415
  nChanged 12
		SP:Iteration 53Q (40751.840000 sec): 3 clusters
  Score: Raw -949160.265934 + Penalty 3027.804226 = -946132.461708
  nChanged 13
		SP:Iteration 54Q (40751.990000 sec): 3 clusters
  Score: Raw -949166.434562 + Penalty 3027.804226 = -946138.630336
  nChanged 21
		SP:Iteration 55Q (40752.160000 sec): 3 clusters
  Score: Raw -949172.758670 + Penalty 3027.804226 = -946144.954443
  nChanged 15
		SP:Iteration 56Q (40752.310000 sec): 3 clusters
  Score: Raw -949178.294815 + Penalty 3027.804226 = -946150.490589
  nChanged 12
		SP:Iteration 57Q (40752.470000 sec): 3 clusters
  Score: Raw -949183.469381 + Penalty 3027.804226 = -946155.665155
  nChanged 11
		SP:Iteration 58Q (40752.620000 sec): 3 clusters
  Score: Raw -949187.887229 + Penalty 3027.804226 = -946160.083003
  nChanged 12
		SP:Iteration 59Q (40752.770000 sec): 3 clusters
  Score: Raw -949193.687141 + Penalty 3027.804226 = -946165.882915
  nChanged 22
		SP:Iteration 60F (40752.960000 sec): 3 clusters
  Score: Raw -949205.714018 + Penalty 3027.804226 = -946177.909792
  nChanged 27
		SP:Iteration 61Q (40753.110000 sec): 3 clusters
  Score: Raw -949221.466978 + Penalty 3027.804226 = -946193.662752
  nChanged 27
		SP:Iteration 62Q (40753.270000 sec): 3 clusters
  Score: Raw -949239.337821 + Penalty 3027.804226 = -946211.533595
  nChanged 35
		SP:Iteration 63Q (40753.430000 sec): 3 clusters
  Score: Raw -949275.795648 + Penalty 3027.804226 = -946247.991422
  nChanged 50
		SP:Iteration 64Q (40753.590000 sec): 3 clusters
  Score: Raw -949331.407287 + Penalty 3027.804226 = -946303.603061
  nChanged 46
		SP:Iteration 65Q (40753.750000 sec): 3 clusters
  Score: Raw -949363.872938 + Penalty 3027.804226 = -946336.068712
  nChanged 32
		SP:Iteration 66Q (40753.890000 sec): 3 clusters
  Score: Raw -949385.909307 + Penalty 3027.804226 = -946358.105081
  nChanged 33
		SP:Iteration 67Q (40754.070000 sec): 3 clusters
  Score: Raw -949403.799238 + Penalty 3027.804226 = -946375.995012
  nChanged 21
		SP:Iteration 68Q (40754.220000 sec): 3 clusters
  Score: Raw -949411.726134 + Penalty 3027.804226 = -946383.921908
  nChanged 15
		SP:Iteration 69Q (40754.380000 sec): 3 clusters
  Score: Raw -949416.966444 + Penalty 3027.804226 = -946389.162218
  nChanged 9
		SP:Iteration 70Q (40754.550000 sec): 3 clusters
  Score: Raw -949419.515157 + Penalty 3027.804226 = -946391.710930
  nChanged 10
		SP:Iteration 71Q (40754.700000 sec): 3 clusters
  Score: Raw -949423.307958 + Penalty 3027.804226 = -946395.503732
  nChanged 7
		SP:Iteration 72Q (40754.860000 sec): 3 clusters
  Score: Raw -949425.491513 + Penalty 3027.804226 = -946397.687287
  nChanged 4
		SP:Iteration 73Q (40755.010000 sec): 3 clusters
  Score: Raw -949426.711985 + Penalty 3027.804226 = -946398.907759
  nChanged 4
		SP:Iteration 74Q (40755.160000 sec): 3 clusters
  Score: Raw -949427.479740 + Penalty 3027.804226 = -946399.675514
  nChanged 4
		SP:Iteration 75Q (40755.340000 sec): 3 clusters
  Score: Raw -949428.527786 + Penalty 3027.804226 = -946400.723560
  nChanged 3
		SP:Iteration 76Q (40755.490000 sec): 3 clusters
  Score: Raw -949429.319643 + Penalty 3027.804226 = -946401.515417
  nChanged 6
		SP:Iteration 77Q (40755.650000 sec): 3 clusters
  Score: Raw -949432.086240 + Penalty 3027.804226 = -946404.282014
  nChanged 5
		SP:Iteration 78Q (40755.790000 sec): 3 clusters
  Score: Raw -949433.772770 + Penalty 3027.804226 = -946405.968544
  nChanged 7
		SP:Iteration 79Q (40755.950000 sec): 3 clusters
  Score: Raw -949435.236847 + Penalty 3027.804226 = -946407.432621
  nChanged 1
		SP:Iteration 80F (40756.140000 sec): 3 clusters
  Score: Raw -949435.287088 + Penalty 3027.804226 = -946407.482862
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 21 (51077 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (40756.550000 sec): 2 clusters
  Score: Raw -4621881.943437 + Penalty 1761.677056 = -4620120.266381
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (40757.070000 sec): 3 clusters
  Score: Raw -4589530.899597 + Penalty 3523.354113 = -4586007.545484
  nChanged 24106
		SP:Iteration 1F (40757.620000 sec): 3 clusters
  Score: Raw -4603937.757518 + Penalty 3523.354113 = -4600414.403405
  nChanged 3035
		SP:Iteration 2F (40758.120000 sec): 3 clusters
  Score: Raw -4605513.357503 + Penalty 3523.354113 = -4601990.003391
  nChanged 3558
		SP:Iteration 3F (40758.650000 sec): 3 clusters
  Score: Raw -4607590.812535 + Penalty 3523.354113 = -4604067.458422
  nChanged 3669
		SP:Iteration 4F (40759.190000 sec): 3 clusters
  Score: Raw -4609640.348620 + Penalty 3523.354113 = -4606116.994507
  nChanged 3245
		SP:Iteration 5F (40759.690000 sec): 3 clusters
  Score: Raw -4611219.757805 + Penalty 3523.354113 = -4607696.403693
  nChanged 2651
		SP:Iteration 6F (40760.250000 sec): 3 clusters
  Score: Raw -4612318.092321 + Penalty 3523.354113 = -4608794.738208
  nChanged 2054
		SP:Iteration 7Q (40760.820000 sec): 3 clusters
  Score: Raw -4613053.536532 + Penalty 3523.354113 = -4609530.182420
  nChanged 1630
		SP:Iteration 8Q (40761.400000 sec): 3 clusters
  Score: Raw -4613530.967659 + Penalty 3523.354113 = -4610007.613547
  nChanged 1244
		SP:Iteration 9Q (40761.980000 sec): 3 clusters
  Score: Raw -4613828.368431 + Penalty 3523.354113 = -4610305.014318
  nChanged 967
		SP:Iteration 10Q (40762.560000 sec): 3 clusters
  Score: Raw -4614048.635540 + Penalty 3523.354113 = -4610525.281427
  nChanged 877
		SP:Iteration 11Q (40763.140000 sec): 3 clusters
  Score: Raw -4614249.347908 + Penalty 3523.354113 = -4610725.993795
  nChanged 860
		SP:Iteration 12Q (40763.720000 sec): 3 clusters
  Score: Raw -4614435.506730 + Penalty 3523.354113 = -4610912.152618
  nChanged 874
		SP:Iteration 13Q (40764.300000 sec): 3 clusters
  Score: Raw -4614624.240180 + Penalty 3523.354113 = -4611100.886068
  nChanged 937
		SP:Iteration 14Q (40764.880000 sec): 3 clusters
  Score: Raw -4614838.150223 + Penalty 3523.354113 = -4611314.796111
  nChanged 1036
		SP:Iteration 15Q (40765.410000 sec): 3 clusters
  Score: Raw -4615079.894101 + Penalty 3523.354113 = -4611556.539988
  nChanged 1156
		SP:Iteration 16Q (40765.960000 sec): 3 clusters
  Score: Raw -4615366.130921 + Penalty 3523.354113 = -4611842.776808
  nChanged 1285
		SP:Iteration 17Q (40766.510000 sec): 3 clusters
  Score: Raw -4615730.932813 + Penalty 3523.354113 = -4612207.578701
  nChanged 1445
		SP:Iteration 18Q (40767.080000 sec): 3 clusters
  Score: Raw -4616172.876813 + Penalty 3523.354113 = -4612649.522700
  nChanged 1577
		SP:Iteration 19Q (40767.640000 sec): 3 clusters
  Score: Raw -4616702.151712 + Penalty 3523.354113 = -4613178.797599
  nChanged 1647
		SP:Iteration 20F (40768.140000 sec): 3 clusters
  Score: Raw -4617280.870068 + Penalty 3523.354113 = -4613757.515955
  nChanged 1668
		SP:Iteration 21Q (40768.680000 sec): 3 clusters
  Score: Raw -4617894.073738 + Penalty 3523.354113 = -4614370.719625
  nChanged 1706
		SP:Iteration 22Q (40769.270000 sec): 3 clusters
  Score: Raw -4618531.409785 + Penalty 3523.354113 = -4615008.055672
  nChanged 1618
		SP:Iteration 23Q (40769.790000 sec): 3 clusters
  Score: Raw -4619134.078644 + Penalty 3523.354113 = -4615610.724532
  nChanged 1516
		SP:Iteration 24Q (40770.290000 sec): 3 clusters
  Score: Raw -4619705.595415 + Penalty 3523.354113 = -4616182.241303
  nChanged 1382
		SP:Iteration 25Q (40770.830000 sec): 3 clusters
  Score: Raw -4620227.515800 + Penalty 3523.354113 = -4616704.161687
  nChanged 1259
		SP:Iteration 26Q (40771.320000 sec): 3 clusters
  Score: Raw -4620710.793541 + Penalty 3523.354113 = -4617187.439428
  nChanged 1082
		SP:Iteration 27Q (40771.850000 sec): 3 clusters
  Score: Raw -4621116.016031 + Penalty 3523.354113 = -4617592.661918
  nChanged 909
		SP:Iteration 28Q (40772.330000 sec): 3 clusters
  Score: Raw -4621445.897530 + Penalty 3523.354113 = -4617922.543417
  nChanged 770
		SP:Iteration 29Q (40772.840000 sec): 3 clusters
  Score: Raw -4621703.917101 + Penalty 3523.354113 = -4618180.562989
  nChanged 593
		SP:Iteration 30Q (40773.340000 sec): 3 clusters
  Score: Raw -4621881.019773 + Penalty 3523.354113 = -4618357.665661
  nChanged 488
		SP:Iteration 31Q (40773.820000 sec): 3 clusters
  Score: Raw -4622019.145048 + Penalty 3523.354113 = -4618495.790936
  nChanged 387
		SP:Iteration 32Q (40774.310000 sec): 3 clusters
  Score: Raw -4622123.172448 + Penalty 3523.354113 = -4618599.818335
  nChanged 338
		SP:Iteration 33Q (40774.810000 sec): 3 clusters
  Score: Raw -4622211.669589 + Penalty 3523.354113 = -4618688.315477
  nChanged 287
		SP:Iteration 34Q (40775.280000 sec): 3 clusters
  Score: Raw -4622281.980455 + Penalty 3523.354113 = -4618758.626342
  nChanged 226
		SP:Iteration 35Q (40775.740000 sec): 3 clusters
  Score: Raw -4622338.782892 + Penalty 3523.354113 = -4618815.428780
  nChanged 202
		SP:Iteration 36Q (40776.210000 sec): 3 clusters
  Score: Raw -4622385.361292 + Penalty 3523.354113 = -4618862.007179
  nChanged 184
		SP:Iteration 37Q (40776.730000 sec): 3 clusters
  Score: Raw -4622425.937030 + Penalty 3523.354113 = -4618902.582918
  nChanged 150
		SP:Iteration 38Q (40777.220000 sec): 3 clusters
  Score: Raw -4622457.282986 + Penalty 3523.354113 = -4618933.928874
  nChanged 142
		SP:Iteration 39Q (40777.690000 sec): 3 clusters
  Score: Raw -4622489.487452 + Penalty 3523.354113 = -4618966.133339
  nChanged 138
		SP:Iteration 40F (40778.190000 sec): 3 clusters
  Score: Raw -4622520.377238 + Penalty 3523.354113 = -4618997.023125
  nChanged 118
		SP:Iteration 41Q (40778.710000 sec): 3 clusters
  Score: Raw -4622545.517943 + Penalty 3523.354113 = -4619022.163831
  nChanged 90
		SP:Iteration 42Q (40779.170000 sec): 3 clusters
  Score: Raw -4622567.336903 + Penalty 3523.354113 = -4619043.982790
  nChanged 81
		SP:Iteration 43Q (40779.640000 sec): 3 clusters
  Score: Raw -4622584.827495 + Penalty 3523.354113 = -4619061.473382
  nChanged 73
		SP:Iteration 44Q (40780.100000 sec): 3 clusters
  Score: Raw -4622600.421112 + Penalty 3523.354113 = -4619077.066999
  nChanged 64
		SP:Iteration 45Q (40780.610000 sec): 3 clusters
  Score: Raw -4622615.423160 + Penalty 3523.354113 = -4619092.069048
  nChanged 51
		SP:Iteration 46Q (40781.110000 sec): 3 clusters
  Score: Raw -4622627.039544 + Penalty 3523.354113 = -4619103.685431
  nChanged 50
		SP:Iteration 47Q (40781.570000 sec): 3 clusters
  Score: Raw -4622638.179562 + Penalty 3523.354113 = -4619114.825450
  nChanged 34
		SP:Iteration 48Q (40782.030000 sec): 3 clusters
  Score: Raw -4622645.461660 + Penalty 3523.354113 = -4619122.107548
  nChanged 31
		SP:Iteration 49Q (40782.490000 sec): 3 clusters
  Score: Raw -4622652.550320 + Penalty 3523.354113 = -4619129.196207
  nChanged 38
		SP:Iteration 50Q (40783.010000 sec): 3 clusters
  Score: Raw -4622660.231217 + Penalty 3523.354113 = -4619136.877105
  nChanged 35
		SP:Iteration 51Q (40783.500000 sec): 3 clusters
  Score: Raw -4622666.850260 + Penalty 3523.354113 = -4619143.496147
  nChanged 29
		SP:Iteration 52Q (40783.960000 sec): 3 clusters
  Score: Raw -4622673.170032 + Penalty 3523.354113 = -4619149.815920
  nChanged 29
		SP:Iteration 53Q (40784.420000 sec): 3 clusters
  Score: Raw -4622678.551117 + Penalty 3523.354113 = -4619155.197004
  nChanged 21
		SP:Iteration 54Q (40784.880000 sec): 3 clusters
  Score: Raw -4622682.124908 + Penalty 3523.354113 = -4619158.770796
  nChanged 18
		SP:Iteration 55Q (40785.350000 sec): 3 clusters
  Score: Raw -4622684.491896 + Penalty 3523.354113 = -4619161.137783
  nChanged 15
		SP:Iteration 56Q (40785.860000 sec): 3 clusters
  Score: Raw -4622687.029809 + Penalty 3523.354113 = -4619163.675697
  nChanged 12
		SP:Iteration 57Q (40786.350000 sec): 3 clusters
  Score: Raw -4622688.903815 + Penalty 3523.354113 = -4619165.549703
  nChanged 5
		SP:Iteration 58Q (40786.810000 sec): 3 clusters
  Score: Raw -4622689.473325 + Penalty 3523.354113 = -4619166.119213
  nChanged 5
		SP:Iteration 59Q (40787.280000 sec): 3 clusters
  Score: Raw -4622690.040719 + Penalty 3523.354113 = -4619166.686606
  nChanged 8
		SP:Iteration 60F (40787.780000 sec): 3 clusters
  Score: Raw -4622691.086605 + Penalty 3523.354113 = -4619167.732493
  nChanged 7
		SP:Iteration 61Q (40788.290000 sec): 3 clusters
  Score: Raw -4622692.520987 + Penalty 3523.354113 = -4619169.166875
  nChanged 10
		SP:Iteration 62Q (40788.750000 sec): 3 clusters
  Score: Raw -4622694.059144 + Penalty 3523.354113 = -4619170.705031
  nChanged 8
		SP:Iteration 63Q (40789.220000 sec): 3 clusters
  Score: Raw -4622695.548092 + Penalty 3523.354113 = -4619172.193979
  nChanged 10
		SP:Iteration 64Q (40789.680000 sec): 3 clusters
  Score: Raw -4622697.567430 + Penalty 3523.354113 = -4619174.213318
  nChanged 14
		SP:Iteration 65Q (40790.140000 sec): 3 clusters
  Score: Raw -4622699.759852 + Penalty 3523.354113 = -4619176.405740
  nChanged 11
		SP:Iteration 66Q (40790.660000 sec): 3 clusters
  Score: Raw -4622701.792327 + Penalty 3523.354113 = -4619178.438214
  nChanged 7
		SP:Iteration 67Q (40791.140000 sec): 3 clusters
  Score: Raw -4622702.751638 + Penalty 3523.354113 = -4619179.397525
  nChanged 6
		SP:Iteration 68Q (40791.600000 sec): 3 clusters
  Score: Raw -4622703.637099 + Penalty 3523.354113 = -4619180.282986
  nChanged 4
		SP:Iteration 69Q (40792.070000 sec): 3 clusters
  Score: Raw -4622704.155930 + Penalty 3523.354113 = -4619180.801817
  nChanged 3
		SP:Iteration 70Q (40792.530000 sec): 3 clusters
  Score: Raw -4622704.451371 + Penalty 3523.354113 = -4619181.097258
  nChanged 2
		SP:Iteration 71Q (40792.990000 sec): 3 clusters
  Score: Raw -4622704.627386 + Penalty 3523.354113 = -4619181.273274
  nChanged 2
		SP:Iteration 72Q (40793.500000 sec): 3 clusters
  Score: Raw -4622704.909948 + Penalty 3523.354113 = -4619181.555835
  nChanged 0
		SP:Iteration 73F (40794.030000 sec): 3 clusters
  Score: Raw -4622704.909948 + Penalty 3523.354113 = -4619181.555835
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 22 (2716 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (40794.090000 sec): 2 clusters
  Score: Raw -211468.307886 + Penalty 1284.873767 = -210183.434119
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (40794.160000 sec): 3 clusters
  Score: Raw -210269.104139 + Penalty 2569.747534 = -207699.356606
  nChanged 1002
		SP:Iteration 1F (40794.220000 sec): 3 clusters
  Score: Raw -210946.654092 + Penalty 2569.747534 = -208376.906558
  nChanged 223
		SP:Iteration 2F (40794.270000 sec): 3 clusters
  Score: Raw -211127.462081 + Penalty 2569.747534 = -208557.714547
  nChanged 158
		SP:Iteration 3F (40794.320000 sec): 3 clusters
  Score: Raw -211247.409164 + Penalty 2569.747534 = -208677.661630
  nChanged 115
		SP:Iteration 4Q (40794.370000 sec): 3 clusters
  Score: Raw -211335.993079 + Penalty 2569.747534 = -208766.245545
  nChanged 104
		SP:Iteration 5Q (40794.420000 sec): 3 clusters
  Score: Raw -211405.216455 + Penalty 2569.747534 = -208835.468921
  nChanged 70
		SP:Iteration 6Q (40794.480000 sec): 3 clusters
  Score: Raw -211456.395982 + Penalty 2569.747534 = -208886.648448
  nChanged 62
		SP:Iteration 7Q (40794.530000 sec): 3 clusters
  Score: Raw -211498.091529 + Penalty 2569.747534 = -208928.343995
  nChanged 52
		SP:Iteration 8Q (40794.580000 sec): 3 clusters
  Score: Raw -211533.009758 + Penalty 2569.747534 = -208963.262224
  nChanged 54
		SP:Iteration 9Q (40794.630000 sec): 3 clusters
  Score: Raw -211560.576383 + Penalty 2569.747534 = -208990.828849
  nChanged 46
		SP:Iteration 10Q (40794.680000 sec): 3 clusters
  Score: Raw -211586.991709 + Penalty 2569.747534 = -209017.244175
  nChanged 37
		SP:Iteration 11Q (40794.740000 sec): 3 clusters
  Score: Raw -211613.204107 + Penalty 2569.747534 = -209043.456573
  nChanged 43
		SP:Iteration 12Q (40794.790000 sec): 3 clusters
  Score: Raw -211637.048188 + Penalty 2569.747534 = -209067.300654
  nChanged 40
		SP:Iteration 13Q (40794.840000 sec): 3 clusters
  Score: Raw -211665.735849 + Penalty 2569.747534 = -209095.988315
  nChanged 44
		SP:Iteration 14Q (40794.890000 sec): 3 clusters
  Score: Raw -211696.052101 + Penalty 2569.747534 = -209126.304567
  nChanged 31
		SP:Iteration 15Q (40794.940000 sec): 3 clusters
  Score: Raw -211713.572682 + Penalty 2569.747534 = -209143.825149
  nChanged 42
		SP:Iteration 16Q (40795.000000 sec): 3 clusters
  Score: Raw -211732.598331 + Penalty 2569.747534 = -209162.850797
  nChanged 42
		SP:Iteration 17Q (40795.050000 sec): 3 clusters
  Score: Raw -211759.481729 + Penalty 2569.747534 = -209189.734195
  nChanged 44
		SP:Iteration 18Q (40795.100000 sec): 3 clusters
  Score: Raw -211786.860260 + Penalty 2569.747534 = -209217.112726
  nChanged 46
		SP:Iteration 19Q (40795.150000 sec): 3 clusters
  Score: Raw -211813.249543 + Penalty 2569.747534 = -209243.502009
  nChanged 34
		SP:Iteration 20F (40795.200000 sec): 3 clusters
  Score: Raw -211840.674496 + Penalty 2569.747534 = -209270.926962
  nChanged 35
		SP:Iteration 21Q (40795.260000 sec): 3 clusters
  Score: Raw -211864.098921 + Penalty 2569.747534 = -209294.351388
  nChanged 29
		SP:Iteration 22Q (40795.310000 sec): 3 clusters
  Score: Raw -211882.269379 + Penalty 2569.747534 = -209312.521845
  nChanged 29
		SP:Iteration 23Q (40795.360000 sec): 3 clusters
  Score: Raw -211902.734808 + Penalty 2569.747534 = -209332.987274
  nChanged 39
		SP:Iteration 24Q (40795.410000 sec): 3 clusters
  Score: Raw -211929.712221 + Penalty 2569.747534 = -209359.964687
  nChanged 35
		SP:Iteration 25Q (40795.460000 sec): 3 clusters
  Score: Raw -211948.221159 + Penalty 2569.747534 = -209378.473625
  nChanged 19
		SP:Iteration 26Q (40795.510000 sec): 3 clusters
  Score: Raw -211960.471069 + Penalty 2569.747534 = -209390.723535
  nChanged 15
		SP:Iteration 27Q (40795.560000 sec): 3 clusters
  Score: Raw -211967.694174 + Penalty 2569.747534 = -209397.946641
  nChanged 13
		SP:Iteration 28Q (40795.620000 sec): 3 clusters
  Score: Raw -211976.507921 + Penalty 2569.747534 = -209406.760387
  nChanged 10
		SP:Iteration 29Q (40795.670000 sec): 3 clusters
  Score: Raw -211980.811253 + Penalty 2569.747534 = -209411.063719
  nChanged 9
		SP:Iteration 30Q (40795.720000 sec): 3 clusters
  Score: Raw -211985.253804 + Penalty 2569.747534 = -209415.506270
  nChanged 6
		SP:Iteration 31Q (40795.770000 sec): 3 clusters
  Score: Raw -211990.279509 + Penalty 2569.747534 = -209420.531975
  nChanged 11
		SP:Iteration 32Q (40795.820000 sec): 3 clusters
  Score: Raw -211996.042494 + Penalty 2569.747534 = -209426.294960
  nChanged 7
		SP:Iteration 33Q (40795.870000 sec): 3 clusters
  Score: Raw -211999.656958 + Penalty 2569.747534 = -209429.909424
  nChanged 8
		SP:Iteration 34Q (40795.920000 sec): 3 clusters
  Score: Raw -212004.469342 + Penalty 2569.747534 = -209434.721808
  nChanged 14
		SP:Iteration 35Q (40795.980000 sec): 3 clusters
  Score: Raw -212010.811127 + Penalty 2569.747534 = -209441.063593
  nChanged 19
		SP:Iteration 36Q (40796.030000 sec): 3 clusters
  Score: Raw -212022.088930 + Penalty 2569.747534 = -209452.341397
  nChanged 17
		SP:Iteration 37Q (40796.080000 sec): 3 clusters
  Score: Raw -212031.917446 + Penalty 2569.747534 = -209462.169912
  nChanged 14
		SP:Iteration 38Q (40796.130000 sec): 3 clusters
  Score: Raw -212042.197147 + Penalty 2569.747534 = -209472.449613
  nChanged 16
		SP:Iteration 39Q (40796.180000 sec): 3 clusters
  Score: Raw -212056.622206 + Penalty 2569.747534 = -209486.874672
  nChanged 24
		SP:Iteration 40F (40796.230000 sec): 3 clusters
  Score: Raw -212071.039825 + Penalty 2569.747534 = -209501.292291
  nChanged 21
		SP:Iteration 41Q (40796.280000 sec): 3 clusters
  Score: Raw -212085.427500 + Penalty 2569.747534 = -209515.679966
  nChanged 15
		SP:Iteration 42Q (40796.330000 sec): 3 clusters
  Score: Raw -212097.498910 + Penalty 2569.747534 = -209527.751377
  nChanged 16
		SP:Iteration 43Q (40796.380000 sec): 3 clusters
  Score: Raw -212108.105408 + Penalty 2569.747534 = -209538.357874
  nChanged 17
		SP:Iteration 44Q (40796.430000 sec): 3 clusters
  Score: Raw -212124.910127 + Penalty 2569.747534 = -209555.162593
  nChanged 23
		SP:Iteration 45Q (40796.480000 sec): 3 clusters
  Score: Raw -212145.443050 + Penalty 2569.747534 = -209575.695516
  nChanged 23
		SP:Iteration 46Q (40796.530000 sec): 3 clusters
  Score: Raw -212172.844446 + Penalty 2569.747534 = -209603.096912
  nChanged 27
		SP:Iteration 47Q (40796.580000 sec): 3 clusters
  Score: Raw -212196.495074 + Penalty 2569.747534 = -209626.747540
  nChanged 23
		SP:Iteration 48Q (40796.630000 sec): 3 clusters
  Score: Raw -212219.764122 + Penalty 2569.747534 = -209650.016588
  nChanged 27
		SP:Iteration 49Q (40796.680000 sec): 3 clusters
  Score: Raw -212238.779421 + Penalty 2569.747534 = -209669.031887
  nChanged 17
		SP:Iteration 50Q (40796.730000 sec): 3 clusters
  Score: Raw -212251.341803 + Penalty 2569.747534 = -209681.594270
  nChanged 14
		SP:Iteration 51Q (40796.780000 sec): 3 clusters
  Score: Raw -212263.613417 + Penalty 2569.747534 = -209693.865883
  nChanged 11
		SP:Iteration 52Q (40796.830000 sec): 3 clusters
  Score: Raw -212271.313777 + Penalty 2569.747534 = -209701.566243
  nChanged 15
		SP:Iteration 53Q (40796.880000 sec): 3 clusters
  Score: Raw -212281.738891 + Penalty 2569.747534 = -209711.991357
  nChanged 6
		SP:Iteration 54Q (40796.940000 sec): 3 clusters
  Score: Raw -212284.105183 + Penalty 2569.747534 = -209714.357649
  nChanged 4
		SP:Iteration 55Q (40796.980000 sec): 3 clusters
  Score: Raw -212285.709811 + Penalty 2569.747534 = -209715.962277
  nChanged 2
		SP:Iteration 56Q (40797.040000 sec): 3 clusters
  Score: Raw -212286.668790 + Penalty 2569.747534 = -209716.921256
  nChanged 2
		SP:Iteration 57Q (40797.080000 sec): 3 clusters
  Score: Raw -212287.109692 + Penalty 2569.747534 = -209717.362158
  nChanged 0
		SP:Iteration 58F (40797.140000 sec): 3 clusters
  Score: Raw -212287.109692 + Penalty 2569.747534 = -209717.362158
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 23 (4172 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (40797.210000 sec): 2 clusters
  Score: Raw -353006.792741 + Penalty 1354.624508 = -351652.168234
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (40797.300000 sec): 3 clusters
  Score: Raw -350892.742196 + Penalty 2709.249015 = -348183.493181
  nChanged 1627
		SP:Iteration 1F (40797.380000 sec): 3 clusters
  Score: Raw -351883.930674 + Penalty 2709.249015 = -349174.681659
  nChanged 339
		SP:Iteration 2F (40797.460000 sec): 3 clusters
  Score: Raw -352131.106464 + Penalty 2709.249015 = -349421.857449
  nChanged 297
		SP:Iteration 3F (40797.540000 sec): 3 clusters
  Score: Raw -352358.701382 + Penalty 2709.249015 = -349649.452367
  nChanged 253
		SP:Iteration 4F (40797.620000 sec): 3 clusters
  Score: Raw -352542.300686 + Penalty 2709.249015 = -349833.051671
  nChanged 221
		SP:Iteration 5F (40797.700000 sec): 3 clusters
  Score: Raw -352718.329382 + Penalty 2709.249015 = -350009.080367
  nChanged 183
		SP:Iteration 6Q (40797.780000 sec): 3 clusters
  Score: Raw -352852.122012 + Penalty 2709.249015 = -350142.872997
  nChanged 160
		SP:Iteration 7Q (40797.860000 sec): 3 clusters
  Score: Raw -352955.592675 + Penalty 2709.249015 = -350246.343659
  nChanged 118
		SP:Iteration 8Q (40797.940000 sec): 3 clusters
  Score: Raw -353029.493250 + Penalty 2709.249015 = -350320.244235
  nChanged 89
		SP:Iteration 9Q (40798.020000 sec): 3 clusters
  Score: Raw -353075.800825 + Penalty 2709.249015 = -350366.551810
  nChanged 59
		SP:Iteration 10Q (40798.110000 sec): 3 clusters
  Score: Raw -353103.151781 + Penalty 2709.249015 = -350393.902766
  nChanged 39
		SP:Iteration 11Q (40798.190000 sec): 3 clusters
  Score: Raw -353118.048662 + Penalty 2709.249015 = -350408.799647
  nChanged 24
		SP:Iteration 12Q (40798.270000 sec): 3 clusters
  Score: Raw -353126.508961 + Penalty 2709.249015 = -350417.259946
  nChanged 28
		SP:Iteration 13Q (40798.350000 sec): 3 clusters
  Score: Raw -353137.647869 + Penalty 2709.249015 = -350428.398853
  nChanged 22
		SP:Iteration 14Q (40798.430000 sec): 3 clusters
  Score: Raw -353146.514754 + Penalty 2709.249015 = -350437.265739
  nChanged 14
		SP:Iteration 15Q (40798.510000 sec): 3 clusters
  Score: Raw -353151.435853 + Penalty 2709.249015 = -350442.186838
  nChanged 15
		SP:Iteration 16Q (40798.590000 sec): 3 clusters
  Score: Raw -353157.409052 + Penalty 2709.249015 = -350448.160037
  nChanged 15
		SP:Iteration 17Q (40798.670000 sec): 3 clusters
  Score: Raw -353162.305852 + Penalty 2709.249015 = -350453.056836
  nChanged 12
		SP:Iteration 18Q (40798.750000 sec): 3 clusters
  Score: Raw -353168.357384 + Penalty 2709.249015 = -350459.108369
  nChanged 13
		SP:Iteration 19Q (40798.830000 sec): 3 clusters
  Score: Raw -353173.060500 + Penalty 2709.249015 = -350463.811485
  nChanged 12
		SP:Iteration 20F (40798.910000 sec): 3 clusters
  Score: Raw -353177.424194 + Penalty 2709.249015 = -350468.175178
  nChanged 9
		SP:Iteration 21Q (40798.990000 sec): 3 clusters
  Score: Raw -353180.874348 + Penalty 2709.249015 = -350471.625333
  nChanged 7
		SP:Iteration 22Q (40799.070000 sec): 3 clusters
  Score: Raw -353183.286961 + Penalty 2709.249015 = -350474.037946
  nChanged 5
		SP:Iteration 23Q (40799.150000 sec): 3 clusters
  Score: Raw -353184.823824 + Penalty 2709.249015 = -350475.574809
  nChanged 7
		SP:Iteration 24Q (40799.230000 sec): 3 clusters
  Score: Raw -353187.221687 + Penalty 2709.249015 = -350477.972672
  nChanged 2
		SP:Iteration 25Q (40799.310000 sec): 3 clusters
  Score: Raw -353187.600121 + Penalty 2709.249015 = -350478.351106
  nChanged 0
		SP:Iteration 26F (40799.390000 sec): 3 clusters
  Score: Raw -353187.600121 + Penalty 2709.249015 = -350478.351106
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 24 (33197 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (40799.660000 sec): 2 clusters
  Score: Raw -3035313.452569 + Penalty 1691.659903 = -3033621.792666
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (40800.070000 sec): 3 clusters
  Score: Raw -3014691.065887 + Penalty 3383.319807 = -3011307.746080
  nChanged 15376
		SP:Iteration 1F (40800.430000 sec): 3 clusters
  Score: Raw -3023001.677047 + Penalty 3383.319807 = -3019618.357240
  nChanged 1460
		SP:Iteration 2Q (40800.800000 sec): 3 clusters
  Score: Raw -3023511.864659 + Penalty 3383.319807 = -3020128.544852
  nChanged 1585
		SP:Iteration 3Q (40801.210000 sec): 3 clusters
  Score: Raw -3024151.439781 + Penalty 3383.319807 = -3020768.119974
  nChanged 1761
		SP:Iteration 4F (40801.610000 sec): 3 clusters
  Score: Raw -3024945.442284 + Penalty 3383.319807 = -3021562.122478
  nChanged 1877
		SP:Iteration 5F (40801.970000 sec): 3 clusters
  Score: Raw -3025860.796940 + Penalty 3383.319807 = -3022477.477133
  nChanged 1973
		SP:Iteration 6F (40802.330000 sec): 3 clusters
  Score: Raw -3026892.770123 + Penalty 3383.319807 = -3023509.450317
  nChanged 1983
		SP:Iteration 7F (40802.730000 sec): 3 clusters
  Score: Raw -3028033.800225 + Penalty 3383.319807 = -3024650.480418
  nChanged 1917
		SP:Iteration 8F (40803.090000 sec): 3 clusters
  Score: Raw -3029294.830154 + Penalty 3383.319807 = -3025911.510347
  nChanged 1922
		SP:Iteration 9F (40803.490000 sec): 3 clusters
  Score: Raw -3030781.581030 + Penalty 3383.319807 = -3027398.261224
  nChanged 1786
		SP:Iteration 10F (40803.850000 sec): 3 clusters
  Score: Raw -3032334.774299 + Penalty 3383.319807 = -3028951.454493
  nChanged 1422
		SP:Iteration 11Q (40804.270000 sec): 3 clusters
  Score: Raw -3033629.810792 + Penalty 3383.319807 = -3030246.490986
  nChanged 955
		SP:Iteration 12Q (40804.630000 sec): 3 clusters
  Score: Raw -3034506.947332 + Penalty 3383.319807 = -3031123.627525
  nChanged 527
		SP:Iteration 13Q (40805.040000 sec): 3 clusters
  Score: Raw -3034968.418841 + Penalty 3383.319807 = -3031585.099034
  nChanged 260
		SP:Iteration 14Q (40805.410000 sec): 3 clusters
  Score: Raw -3035210.268139 + Penalty 3383.319807 = -3031826.948333
  nChanged 130
		SP:Iteration 15Q (40805.770000 sec): 3 clusters
  Score: Raw -3035335.485539 + Penalty 3383.319807 = -3031952.165733
  nChanged 80
		SP:Iteration 16Q (40806.190000 sec): 3 clusters
  Score: Raw -3035414.125969 + Penalty 3383.319807 = -3032030.806163
  nChanged 46
		SP:Iteration 17Q (40806.610000 sec): 3 clusters
  Score: Raw -3035463.093718 + Penalty 3383.319807 = -3032079.773912
  nChanged 24
		SP:Iteration 18Q (40806.980000 sec): 3 clusters
  Score: Raw -3035488.404659 + Penalty 3383.319807 = -3032105.084852
  nChanged 23
		SP:Iteration 19Q (40807.400000 sec): 3 clusters
  Score: Raw -3035510.349882 + Penalty 3383.319807 = -3032127.030075
  nChanged 16
		SP:Iteration 20F (40807.750000 sec): 3 clusters
  Score: Raw -3035524.960436 + Penalty 3383.319807 = -3032141.640630
  nChanged 9
		SP:Iteration 21Q (40808.120000 sec): 3 clusters
  Score: Raw -3035534.451682 + Penalty 3383.319807 = -3032151.131876
  nChanged 8
		SP:Iteration 22Q (40808.530000 sec): 3 clusters
  Score: Raw -3035542.395224 + Penalty 3383.319807 = -3032159.075417
  nChanged 10
		SP:Iteration 23Q (40808.950000 sec): 3 clusters
  Score: Raw -3035553.420327 + Penalty 3383.319807 = -3032170.100520
  nChanged 6
		SP:Iteration 24Q (40809.320000 sec): 3 clusters
  Score: Raw -3035558.247924 + Penalty 3383.319807 = -3032174.928117
  nChanged 3
		SP:Iteration 25Q (40809.740000 sec): 3 clusters
  Score: Raw -3035560.653033 + Penalty 3383.319807 = -3032177.333227
  nChanged 1
		SP:Iteration 26Q (40810.110000 sec): 3 clusters
  Score: Raw -3035561.893547 + Penalty 3383.319807 = -3032178.573741
  nChanged 2
		SP:Iteration 27Q (40810.530000 sec): 3 clusters
  Score: Raw -3035564.237888 + Penalty 3383.319807 = -3032180.918082
  nChanged 4
		SP:Iteration 28Q (40810.900000 sec): 3 clusters
  Score: Raw -3035569.127932 + Penalty 3383.319807 = -3032185.808126
  nChanged 1
		SP:Iteration 29Q (40811.320000 sec): 3 clusters
  Score: Raw -3035570.819824 + Penalty 3383.319807 = -3032187.500018
  nChanged 1
		SP:Iteration 30Q (40811.690000 sec): 3 clusters
  Score: Raw -3035572.574336 + Penalty 3383.319807 = -3032189.254529
  nChanged 1
		SP:Iteration 31Q (40812.110000 sec): 3 clusters
  Score: Raw -3035573.622829 + Penalty 3383.319807 = -3032190.303023
  nChanged 0
		SP:Iteration 32F (40812.460000 sec): 3 clusters
  Score: Raw -3035573.622829 + Penalty 3383.319807 = -3032190.303023
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 25 (1696 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (40812.510000 sec): 2 clusters
  Score: Raw -144408.128108 + Penalty 1208.354520 = -143199.773588
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (40812.550000 sec): 3 clusters
  Score: Raw -143714.951171 + Penalty 2416.709040 = -141298.242131
  nChanged 607
		SP:Iteration 1F (40812.590000 sec): 3 clusters
  Score: Raw -144244.788952 + Penalty 2416.709040 = -141828.079912
  nChanged 167
		SP:Iteration 2F (40812.630000 sec): 3 clusters
  Score: Raw -144479.383604 + Penalty 2416.709040 = -142062.674564
  nChanged 121
		SP:Iteration 3F (40812.660000 sec): 3 clusters
  Score: Raw -144629.937594 + Penalty 2416.709040 = -142213.228554
  nChanged 69
		SP:Iteration 4Q (40812.690000 sec): 3 clusters
  Score: Raw -144710.860915 + Penalty 2416.709040 = -142294.151875
  nChanged 61
		SP:Iteration 5Q (40812.730000 sec): 3 clusters
  Score: Raw -144768.827920 + Penalty 2416.709040 = -142352.118879
  nChanged 49
		SP:Iteration 6Q (40812.760000 sec): 3 clusters
  Score: Raw -144809.418835 + Penalty 2416.709040 = -142392.709794
  nChanged 43
		SP:Iteration 7Q (40812.790000 sec): 3 clusters
  Score: Raw -144839.588818 + Penalty 2416.709040 = -142422.879778
  nChanged 28
		SP:Iteration 8Q (40812.830000 sec): 3 clusters
  Score: Raw -144859.529295 + Penalty 2416.709040 = -142442.820255
  nChanged 20
		SP:Iteration 9Q (40812.860000 sec): 3 clusters
  Score: Raw -144874.373970 + Penalty 2416.709040 = -142457.664930
  nChanged 10
		SP:Iteration 10Q (40812.890000 sec): 3 clusters
  Score: Raw -144879.741153 + Penalty 2416.709040 = -142463.032112
  nChanged 6
		SP:Iteration 11Q (40812.930000 sec): 3 clusters
  Score: Raw -144883.673727 + Penalty 2416.709040 = -142466.964686
  nChanged 4
		SP:Iteration 12Q (40812.960000 sec): 3 clusters
  Score: Raw -144885.245466 + Penalty 2416.709040 = -142468.536426
  nChanged 2
		SP:Iteration 13Q (40812.990000 sec): 3 clusters
  Score: Raw -144885.655647 + Penalty 2416.709040 = -142468.946607
  nChanged 1
		SP:Iteration 14Q (40813.030000 sec): 3 clusters
  Score: Raw -144886.078372 + Penalty 2416.709040 = -142469.369332
  nChanged 3
		SP:Iteration 15Q (40813.060000 sec): 3 clusters
  Score: Raw -144887.958078 + Penalty 2416.709040 = -142471.249037
  nChanged 3
		SP:Iteration 16Q (40813.090000 sec): 3 clusters
  Score: Raw -144889.129132 + Penalty 2416.709040 = -142472.420092
  nChanged 3
		SP:Iteration 17Q (40813.130000 sec): 3 clusters
  Score: Raw -144891.488167 + Penalty 2416.709040 = -142474.779127
  nChanged 2
		SP:Iteration 18Q (40813.160000 sec): 3 clusters
  Score: Raw -144893.241247 + Penalty 2416.709040 = -142476.532207
  nChanged 2
		SP:Iteration 19Q (40813.190000 sec): 3 clusters
  Score: Raw -144893.944042 + Penalty 2416.709040 = -142477.235002
  nChanged 2
		SP:Iteration 20F (40813.230000 sec): 3 clusters
  Score: Raw -144895.017196 + Penalty 2416.709040 = -142478.308156
  nChanged 3
		SP:Iteration 21Q (40813.260000 sec): 3 clusters
  Score: Raw -144898.766252 + Penalty 2416.709040 = -142482.057212
  nChanged 2
		SP:Iteration 22Q (40813.290000 sec): 3 clusters
  Score: Raw -144899.766295 + Penalty 2416.709040 = -142483.057255
  nChanged 3
		SP:Iteration 23Q (40813.330000 sec): 3 clusters
  Score: Raw -144903.543657 + Penalty 2416.709040 = -142486.834616
  nChanged 3
		SP:Iteration 24Q (40813.360000 sec): 3 clusters
  Score: Raw -144904.417210 + Penalty 2416.709040 = -142487.708170
  nChanged 1
		SP:Iteration 25Q (40813.390000 sec): 3 clusters
  Score: Raw -144904.537695 + Penalty 2416.709040 = -142487.828654
  nChanged 0
		SP:Iteration 26F (40813.430000 sec): 3 clusters
  Score: Raw -144904.537695 + Penalty 2416.709040 = -142487.828654
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 26 (8589 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (40813.530000 sec): 2 clusters
  Score: Raw -780237.917720 + Penalty 1471.963609 = -778765.954111
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (40813.700000 sec): 3 clusters
  Score: Raw -775506.579334 + Penalty 2943.927218 = -772562.652116
  nChanged 3645
		SP:Iteration 1F (40813.870000 sec): 3 clusters
  Score: Raw -777556.672696 + Penalty 2943.927218 = -774612.745478
  nChanged 639
		SP:Iteration 2F (40814.010000 sec): 3 clusters
  Score: Raw -778013.280990 + Penalty 2943.927218 = -775069.353772
  nChanged 670
		SP:Iteration 3F (40814.130000 sec): 3 clusters
  Score: Raw -778497.073875 + Penalty 2943.927218 = -775553.146657
  nChanged 613
		SP:Iteration 4F (40814.260000 sec): 3 clusters
  Score: Raw -778972.298546 + Penalty 2943.927218 = -776028.371328
  nChanged 571
		SP:Iteration 5F (40814.400000 sec): 3 clusters
  Score: Raw -779378.369953 + Penalty 2943.927218 = -776434.442735
  nChanged 474
		SP:Iteration 6F (40814.540000 sec): 3 clusters
  Score: Raw -779711.129394 + Penalty 2943.927218 = -776767.202176
  nChanged 395
		SP:Iteration 7Q (40814.690000 sec): 3 clusters
  Score: Raw -779957.254778 + Penalty 2943.927218 = -777013.327560
  nChanged 303
		SP:Iteration 8Q (40814.830000 sec): 3 clusters
  Score: Raw -780142.964334 + Penalty 2943.927218 = -777199.037116
  nChanged 247
		SP:Iteration 9Q (40814.970000 sec): 3 clusters
  Score: Raw -780279.001652 + Penalty 2943.927218 = -777335.074434
  nChanged 245
		SP:Iteration 10Q (40815.110000 sec): 3 clusters
  Score: Raw -780421.666156 + Penalty 2943.927218 = -777477.738938
  nChanged 221
		SP:Iteration 11Q (40815.240000 sec): 3 clusters
  Score: Raw -780528.064210 + Penalty 2943.927218 = -777584.136992
  nChanged 176
		SP:Iteration 12Q (40815.380000 sec): 3 clusters
  Score: Raw -780597.072796 + Penalty 2943.927218 = -777653.145578
  nChanged 160
		SP:Iteration 13Q (40815.530000 sec): 3 clusters
  Score: Raw -780659.067760 + Penalty 2943.927218 = -777715.140542
  nChanged 147
		SP:Iteration 14Q (40815.670000 sec): 3 clusters
  Score: Raw -780708.930885 + Penalty 2943.927218 = -777765.003667
  nChanged 130
		SP:Iteration 15Q (40815.810000 sec): 3 clusters
  Score: Raw -780744.231846 + Penalty 2943.927218 = -777800.304628
  nChanged 97
		SP:Iteration 16Q (40815.940000 sec): 3 clusters
  Score: Raw -780769.872295 + Penalty 2943.927218 = -777825.945077
  nChanged 84
		SP:Iteration 17Q (40816.070000 sec): 3 clusters
  Score: Raw -780791.766308 + Penalty 2943.927218 = -777847.839090
  nChanged 78
		SP:Iteration 18Q (40816.210000 sec): 3 clusters
  Score: Raw -780813.866525 + Penalty 2943.927218 = -777869.939307
  nChanged 79
		SP:Iteration 19Q (40816.360000 sec): 3 clusters
  Score: Raw -780833.846024 + Penalty 2943.927218 = -777889.918806
  nChanged 78
		SP:Iteration 20F (40816.500000 sec): 3 clusters
  Score: Raw -780853.330613 + Penalty 2943.927218 = -777909.403395
  nChanged 65
		SP:Iteration 21Q (40816.640000 sec): 3 clusters
  Score: Raw -780867.268902 + Penalty 2943.927218 = -777923.341684
  nChanged 50
		SP:Iteration 22Q (40816.770000 sec): 3 clusters
  Score: Raw -780876.960756 + Penalty 2943.927218 = -777933.033538
  nChanged 51
		SP:Iteration 23Q (40816.900000 sec): 3 clusters
  Score: Raw -780886.574069 + Penalty 2943.927218 = -777942.646851
  nChanged 33
		SP:Iteration 24Q (40817.030000 sec): 3 clusters
  Score: Raw -780892.091804 + Penalty 2943.927218 = -777948.164586
  nChanged 33
		SP:Iteration 25Q (40817.180000 sec): 3 clusters
  Score: Raw -780898.067758 + Penalty 2943.927218 = -777954.140540
  nChanged 28
		SP:Iteration 26Q (40817.320000 sec): 3 clusters
  Score: Raw -780903.312828 + Penalty 2943.927218 = -777959.385610
  nChanged 31
		SP:Iteration 27Q (40817.460000 sec): 3 clusters
  Score: Raw -780909.364886 + Penalty 2943.927218 = -777965.437668
  nChanged 31
		SP:Iteration 28Q (40817.600000 sec): 3 clusters
  Score: Raw -780913.557488 + Penalty 2943.927218 = -777969.630270
  nChanged 15
		SP:Iteration 29Q (40817.730000 sec): 3 clusters
  Score: Raw -780915.906733 + Penalty 2943.927218 = -777971.979516
  nChanged 19
		SP:Iteration 30Q (40817.860000 sec): 3 clusters
  Score: Raw -780918.342726 + Penalty 2943.927218 = -777974.415508
  nChanged 16
		SP:Iteration 31Q (40818.000000 sec): 3 clusters
  Score: Raw -780920.611918 + Penalty 2943.927218 = -777976.684700
  nChanged 12
		SP:Iteration 32Q (40818.140000 sec): 3 clusters
  Score: Raw -780922.044088 + Penalty 2943.927218 = -777978.116870
  nChanged 17
		SP:Iteration 33Q (40818.280000 sec): 3 clusters
  Score: Raw -780923.985319 + Penalty 2943.927218 = -777980.058101
  nChanged 4
		SP:Iteration 34Q (40818.420000 sec): 3 clusters
  Score: Raw -780924.320162 + Penalty 2943.927218 = -777980.392944
  nChanged 6
		SP:Iteration 35Q (40818.560000 sec): 3 clusters
  Score: Raw -780925.251389 + Penalty 2943.927218 = -777981.324171
  nChanged 11
		SP:Iteration 36Q (40818.690000 sec): 3 clusters
  Score: Raw -780926.885844 + Penalty 2943.927218 = -777982.958626
  nChanged 12
		SP:Iteration 37Q (40818.820000 sec): 3 clusters
  Score: Raw -780928.714340 + Penalty 2943.927218 = -777984.787122
  nChanged 14
		SP:Iteration 38Q (40818.960000 sec): 3 clusters
  Score: Raw -780930.281224 + Penalty 2943.927218 = -777986.354006
  nChanged 12
		SP:Iteration 39Q (40819.100000 sec): 3 clusters
  Score: Raw -780931.896821 + Penalty 2943.927218 = -777987.969603
  nChanged 11
		SP:Iteration 40F (40819.240000 sec): 3 clusters
  Score: Raw -780933.607866 + Penalty 2943.927218 = -777989.680648
  nChanged 12
		SP:Iteration 41Q (40819.380000 sec): 3 clusters
  Score: Raw -780935.053930 + Penalty 2943.927218 = -777991.126712
  nChanged 11
		SP:Iteration 42Q (40819.510000 sec): 3 clusters
  Score: Raw -780936.384686 + Penalty 2943.927218 = -777992.457468
  nChanged 13
		SP:Iteration 43Q (40819.650000 sec): 3 clusters
  Score: Raw -780938.118637 + Penalty 2943.927218 = -777994.191419
  nChanged 11
		SP:Iteration 44Q (40819.770000 sec): 3 clusters
  Score: Raw -780939.665695 + Penalty 2943.927218 = -777995.738477
  nChanged 17
		SP:Iteration 45Q (40819.910000 sec): 3 clusters
  Score: Raw -780941.965949 + Penalty 2943.927218 = -777998.038731
  nChanged 25
		SP:Iteration 46Q (40820.050000 sec): 3 clusters
  Score: Raw -780945.522640 + Penalty 2943.927218 = -778001.595422
  nChanged 21
		SP:Iteration 47Q (40820.190000 sec): 3 clusters
  Score: Raw -780948.206569 + Penalty 2943.927218 = -778004.279351
  nChanged 14
		SP:Iteration 48Q (40820.330000 sec): 3 clusters
  Score: Raw -780950.038683 + Penalty 2943.927218 = -778006.111465
  nChanged 15
		SP:Iteration 49Q (40820.470000 sec): 3 clusters
  Score: Raw -780951.969065 + Penalty 2943.927218 = -778008.041847
  nChanged 12
		SP:Iteration 50Q (40820.600000 sec): 3 clusters
  Score: Raw -780953.731475 + Penalty 2943.927218 = -778009.804257
  nChanged 13
		SP:Iteration 51Q (40820.730000 sec): 3 clusters
  Score: Raw -780955.479303 + Penalty 2943.927218 = -778011.552085
  nChanged 10
		SP:Iteration 52Q (40820.860000 sec): 3 clusters
  Score: Raw -780957.291532 + Penalty 2943.927218 = -778013.364314
  nChanged 15
		SP:Iteration 53Q (40821.000000 sec): 3 clusters
  Score: Raw -780960.021438 + Penalty 2943.927218 = -778016.094220
  nChanged 16
		SP:Iteration 54Q (40821.140000 sec): 3 clusters
  Score: Raw -780962.333585 + Penalty 2943.927218 = -778018.406367
  nChanged 14
		SP:Iteration 55Q (40821.280000 sec): 3 clusters
  Score: Raw -780964.472443 + Penalty 2943.927218 = -778020.545225
  nChanged 18
		SP:Iteration 56Q (40821.420000 sec): 3 clusters
  Score: Raw -780966.911571 + Penalty 2943.927218 = -778022.984353
  nChanged 17
		SP:Iteration 57Q (40821.560000 sec): 3 clusters
  Score: Raw -780969.352862 + Penalty 2943.927218 = -778025.425644
  nChanged 10
		SP:Iteration 58Q (40821.700000 sec): 3 clusters
  Score: Raw -780970.814344 + Penalty 2943.927218 = -778026.887126
  nChanged 13
		SP:Iteration 59Q (40821.820000 sec): 3 clusters
  Score: Raw -780972.268707 + Penalty 2943.927218 = -778028.341489
  nChanged 12
		SP:Iteration 60F (40821.960000 sec): 3 clusters
  Score: Raw -780973.928787 + Penalty 2943.927218 = -778030.001569
  nChanged 18
		SP:Iteration 61Q (40822.100000 sec): 3 clusters
  Score: Raw -780977.656925 + Penalty 2943.927218 = -778033.729707
  nChanged 22
		SP:Iteration 62Q (40822.240000 sec): 3 clusters
  Score: Raw -780981.187511 + Penalty 2943.927218 = -778037.260293
  nChanged 25
		SP:Iteration 63Q (40822.370000 sec): 3 clusters
  Score: Raw -780985.938407 + Penalty 2943.927218 = -778042.011189
  nChanged 22
		SP:Iteration 64Q (40822.510000 sec): 3 clusters
  Score: Raw -780990.537821 + Penalty 2943.927218 = -778046.610603
  nChanged 24
		SP:Iteration 65Q (40822.640000 sec): 3 clusters
  Score: Raw -780997.021167 + Penalty 2943.927218 = -778053.093949
  nChanged 26
		SP:Iteration 66Q (40822.770000 sec): 3 clusters
  Score: Raw -781002.151670 + Penalty 2943.927218 = -778058.224452
  nChanged 22
		SP:Iteration 67Q (40822.910000 sec): 3 clusters
  Score: Raw -781006.857256 + Penalty 2943.927218 = -778062.930038
  nChanged 26
		SP:Iteration 68Q (40823.040000 sec): 3 clusters
  Score: Raw -781012.217551 + Penalty 2943.927218 = -778068.290333
  nChanged 30
		SP:Iteration 69Q (40823.180000 sec): 3 clusters
  Score: Raw -781017.759099 + Penalty 2943.927218 = -778073.831881
  nChanged 26
		SP:Iteration 70Q (40823.320000 sec): 3 clusters
  Score: Raw -781022.599433 + Penalty 2943.927218 = -778078.672215
  nChanged 20
		SP:Iteration 71Q (40823.460000 sec): 3 clusters
  Score: Raw -781025.764777 + Penalty 2943.927218 = -778081.837559
  nChanged 23
		SP:Iteration 72Q (40823.600000 sec): 3 clusters
  Score: Raw -781030.083395 + Penalty 2943.927218 = -778086.156177
  nChanged 22
		SP:Iteration 73Q (40823.730000 sec): 3 clusters
  Score: Raw -781034.246656 + Penalty 2943.927218 = -778090.319438
  nChanged 17
		SP:Iteration 74Q (40823.850000 sec): 3 clusters
  Score: Raw -781036.841175 + Penalty 2943.927218 = -778092.913957
  nChanged 22
		SP:Iteration 75Q (40823.990000 sec): 3 clusters
  Score: Raw -781040.625687 + Penalty 2943.927218 = -778096.698469
  nChanged 18
		SP:Iteration 76Q (40824.120000 sec): 3 clusters
  Score: Raw -781042.810547 + Penalty 2943.927218 = -778098.883329
  nChanged 12
		SP:Iteration 77Q (40824.260000 sec): 3 clusters
  Score: Raw -781044.631111 + Penalty 2943.927218 = -778100.703893
  nChanged 11
		SP:Iteration 78Q (40824.400000 sec): 3 clusters
  Score: Raw -781046.380721 + Penalty 2943.927218 = -778102.453504
  nChanged 13
		SP:Iteration 79Q (40824.540000 sec): 3 clusters
  Score: Raw -781048.057501 + Penalty 2943.927218 = -778104.130283
  nChanged 16
		SP:Iteration 80F (40824.670000 sec): 3 clusters
  Score: Raw -781050.790093 + Penalty 2943.927218 = -778106.862875
  nChanged 13
		SP:Iteration 81Q (40824.800000 sec): 3 clusters
  Score: Raw -781052.709597 + Penalty 2943.927218 = -778108.782379
  nChanged 10
		SP:Iteration 82Q (40824.930000 sec): 3 clusters
  Score: Raw -781054.272168 + Penalty 2943.927218 = -778110.344950
  nChanged 15
		SP:Iteration 83Q (40825.070000 sec): 3 clusters
  Score: Raw -781056.375846 + Penalty 2943.927218 = -778112.448628
  nChanged 18
		SP:Iteration 84Q (40825.200000 sec): 3 clusters
  Score: Raw -781059.858810 + Penalty 2943.927218 = -778115.931592
  nChanged 19
		SP:Iteration 85Q (40825.340000 sec): 3 clusters
  Score: Raw -781063.063653 + Penalty 2943.927218 = -778119.136435
  nChanged 18
		SP:Iteration 86Q (40825.480000 sec): 3 clusters
  Score: Raw -781066.223145 + Penalty 2943.927218 = -778122.295927
  nChanged 18
		SP:Iteration 87Q (40825.620000 sec): 3 clusters
  Score: Raw -781069.402153 + Penalty 2943.927218 = -778125.474936
  nChanged 16
		SP:Iteration 88Q (40825.750000 sec): 3 clusters
  Score: Raw -781072.479133 + Penalty 2943.927218 = -778128.551915
  nChanged 21
		SP:Iteration 89Q (40825.880000 sec): 3 clusters
  Score: Raw -781077.046746 + Penalty 2943.927218 = -778133.119528
  nChanged 29
		SP:Iteration 90Q (40826.010000 sec): 3 clusters
  Score: Raw -781083.926202 + Penalty 2943.927218 = -778139.998984
  nChanged 28
		SP:Iteration 91Q (40826.140000 sec): 3 clusters
  Score: Raw -781091.023565 + Penalty 2943.927218 = -778147.096347
  nChanged 35
		SP:Iteration 92Q (40826.280000 sec): 3 clusters
  Score: Raw -781100.028291 + Penalty 2943.927218 = -778156.101073
  nChanged 34
		SP:Iteration 93Q (40826.420000 sec): 3 clusters
  Score: Raw -781107.498190 + Penalty 2943.927218 = -778163.570972
  nChanged 31
		SP:Iteration 94Q (40826.550000 sec): 3 clusters
  Score: Raw -781114.878645 + Penalty 2943.927218 = -778170.951427
  nChanged 33
		SP:Iteration 95Q (40826.690000 sec): 3 clusters
  Score: Raw -781123.500642 + Penalty 2943.927218 = -778179.573424
  nChanged 28
		SP:Iteration 96Q (40826.830000 sec): 3 clusters
  Score: Raw -781130.598576 + Penalty 2943.927218 = -778186.671358
  nChanged 29
		SP:Iteration 97Q (40826.960000 sec): 3 clusters
  Score: Raw -781138.408814 + Penalty 2943.927218 = -778194.481596
  nChanged 35
		SP:Iteration 98Q (40827.080000 sec): 3 clusters
  Score: Raw -781147.270782 + Penalty 2943.927218 = -778203.343564
  nChanged 29
		SP:Iteration 99Q (40827.210000 sec): 3 clusters
  Score: Raw -781154.419239 + Penalty 2943.927218 = -778210.492021
  nChanged 32
		SP:Iteration 100F (40827.350000 sec): 3 clusters
  Score: Raw -781161.486483 + Penalty 2943.927218 = -778217.559265
  nChanged 23
		SP:Iteration 101Q (40827.490000 sec): 3 clusters
  Score: Raw -781165.712206 + Penalty 2943.927218 = -778221.784988
  nChanged 16
		SP:Iteration 102Q (40827.630000 sec): 3 clusters
  Score: Raw -781168.838409 + Penalty 2943.927218 = -778224.911191
  nChanged 16
		SP:Iteration 103Q (40827.760000 sec): 3 clusters
  Score: Raw -781171.732994 + Penalty 2943.927218 = -778227.805776
  nChanged 11
		SP:Iteration 104Q (40827.900000 sec): 3 clusters
  Score: Raw -781173.309430 + Penalty 2943.927218 = -778229.382212
  nChanged 10
		SP:Iteration 105Q (40828.030000 sec): 3 clusters
  Score: Raw -781174.979381 + Penalty 2943.927218 = -778231.052163
  nChanged 9
		SP:Iteration 106Q (40828.150000 sec): 3 clusters
  Score: Raw -781176.419473 + Penalty 2943.927218 = -778232.492255
  nChanged 6
		SP:Iteration 107Q (40828.280000 sec): 3 clusters
  Score: Raw -781177.222135 + Penalty 2943.927218 = -778233.294917
  nChanged 7
		SP:Iteration 108Q (40828.410000 sec): 3 clusters
  Score: Raw -781178.236189 + Penalty 2943.927218 = -778234.308971
  nChanged 4
		SP:Iteration 109Q (40828.550000 sec): 3 clusters
  Score: Raw -781178.805687 + Penalty 2943.927218 = -778234.878469
  nChanged 2
		SP:Iteration 110Q (40828.690000 sec): 3 clusters
  Score: Raw -781179.064875 + Penalty 2943.927218 = -778235.137657
  nChanged 6
		SP:Iteration 111Q (40828.830000 sec): 3 clusters
  Score: Raw -781180.009067 + Penalty 2943.927218 = -778236.081849
  nChanged 6
		SP:Iteration 112Q (40828.960000 sec): 3 clusters
  Score: Raw -781180.690708 + Penalty 2943.927218 = -778236.763490
  nChanged 2
		SP:Iteration 113Q (40829.100000 sec): 3 clusters
  Score: Raw -781181.093702 + Penalty 2943.927218 = -778237.166484
  nChanged 4
		SP:Iteration 114Q (40829.230000 sec): 3 clusters
  Score: Raw -781181.739049 + Penalty 2943.927218 = -778237.811831
  nChanged 2
		SP:Iteration 115Q (40829.350000 sec): 3 clusters
  Score: Raw -781181.931543 + Penalty 2943.927218 = -778238.004325
  nChanged 1
		SP:Iteration 116Q (40829.480000 sec): 3 clusters
  Score: Raw -781182.054453 + Penalty 2943.927218 = -778238.127235
  nChanged 1
		SP:Iteration 117Q (40829.610000 sec): 3 clusters
  Score: Raw -781182.148819 + Penalty 2943.927218 = -778238.221601
  nChanged 1
		SP:Iteration 118Q (40829.750000 sec): 3 clusters
  Score: Raw -781182.301609 + Penalty 2943.927218 = -778238.374391
  nChanged 0
		SP:Iteration 119F (40829.890000 sec): 3 clusters
  Score: Raw -781182.301609 + Penalty 2943.927218 = -778238.374391
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 27 (2800 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (40829.970000 sec): 2 clusters
  Score: Raw -262070.536901 + Penalty 1289.823388 = -260780.713513
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (40830.030000 sec): 3 clusters
  Score: Raw -260751.763319 + Penalty 2579.646776 = -258172.116543
  nChanged 1044
		SP:Iteration 1F (40830.090000 sec): 3 clusters
  Score: Raw -261323.689772 + Penalty 2579.646776 = -258744.042996
  nChanged 219
		SP:Iteration 2F (40830.140000 sec): 3 clusters
  Score: Raw -261455.042893 + Penalty 2579.646776 = -258875.396117
  nChanged 136
		SP:Iteration 3Q (40830.190000 sec): 3 clusters
  Score: Raw -261536.030990 + Penalty 2579.646776 = -258956.384213
  nChanged 101
		SP:Iteration 4Q (40830.250000 sec): 3 clusters
  Score: Raw -261593.423884 + Penalty 2579.646776 = -259013.777107
  nChanged 76
		SP:Iteration 5Q (40830.310000 sec): 3 clusters
  Score: Raw -261630.644830 + Penalty 2579.646776 = -259050.998053
  nChanged 63
		SP:Iteration 6Q (40830.360000 sec): 3 clusters
  Score: Raw -261658.484737 + Penalty 2579.646776 = -259078.837961
  nChanged 47
		SP:Iteration 7Q (40830.410000 sec): 3 clusters
  Score: Raw -261677.114096 + Penalty 2579.646776 = -259097.467319
  nChanged 31
		SP:Iteration 8Q (40830.470000 sec): 3 clusters
  Score: Raw -261689.606692 + Penalty 2579.646776 = -259109.959915
  nChanged 30
		SP:Iteration 9Q (40830.530000 sec): 3 clusters
  Score: Raw -261702.194822 + Penalty 2579.646776 = -259122.548045
  nChanged 25
		SP:Iteration 10Q (40830.580000 sec): 3 clusters
  Score: Raw -261712.657719 + Penalty 2579.646776 = -259133.010942
  nChanged 28
		SP:Iteration 11Q (40830.630000 sec): 3 clusters
  Score: Raw -261723.623195 + Penalty 2579.646776 = -259143.976419
  nChanged 17
		SP:Iteration 12Q (40830.690000 sec): 3 clusters
  Score: Raw -261730.295117 + Penalty 2579.646776 = -259150.648341
  nChanged 19
		SP:Iteration 13Q (40830.750000 sec): 3 clusters
  Score: Raw -261736.015395 + Penalty 2579.646776 = -259156.368618
  nChanged 15
		SP:Iteration 14Q (40830.800000 sec): 3 clusters
  Score: Raw -261742.315418 + Penalty 2579.646776 = -259162.668642
  nChanged 14
		SP:Iteration 15Q (40830.860000 sec): 3 clusters
  Score: Raw -261747.499453 + Penalty 2579.646776 = -259167.852676
  nChanged 11
		SP:Iteration 16Q (40830.910000 sec): 3 clusters
  Score: Raw -261751.736135 + Penalty 2579.646776 = -259172.089359
  nChanged 13
		SP:Iteration 17Q (40830.970000 sec): 3 clusters
  Score: Raw -261755.900462 + Penalty 2579.646776 = -259176.253685
  nChanged 7
		SP:Iteration 18Q (40831.020000 sec): 3 clusters
  Score: Raw -261758.415376 + Penalty 2579.646776 = -259178.768600
  nChanged 11
		SP:Iteration 19Q (40831.080000 sec): 3 clusters
  Score: Raw -261761.647199 + Penalty 2579.646776 = -259182.000423
  nChanged 11
		SP:Iteration 20F (40831.130000 sec): 3 clusters
  Score: Raw -261764.961855 + Penalty 2579.646776 = -259185.315078
  nChanged 9
		SP:Iteration 21Q (40831.190000 sec): 3 clusters
  Score: Raw -261768.164040 + Penalty 2579.646776 = -259188.517264
  nChanged 9
		SP:Iteration 22Q (40831.240000 sec): 3 clusters
  Score: Raw -261770.970724 + Penalty 2579.646776 = -259191.323948
  nChanged 11
		SP:Iteration 23Q (40831.290000 sec): 3 clusters
  Score: Raw -261774.994106 + Penalty 2579.646776 = -259195.347329
  nChanged 9
		SP:Iteration 24Q (40831.350000 sec): 3 clusters
  Score: Raw -261777.693656 + Penalty 2579.646776 = -259198.046880
  nChanged 9
		SP:Iteration 25Q (40831.410000 sec): 3 clusters
  Score: Raw -261780.431771 + Penalty 2579.646776 = -259200.784994
  nChanged 7
		SP:Iteration 26Q (40831.460000 sec): 3 clusters
  Score: Raw -261783.321689 + Penalty 2579.646776 = -259203.674913
  nChanged 6
		SP:Iteration 27Q (40831.510000 sec): 3 clusters
  Score: Raw -261784.169645 + Penalty 2579.646776 = -259204.522869
  nChanged 4
		SP:Iteration 28Q (40831.570000 sec): 3 clusters
  Score: Raw -261785.199295 + Penalty 2579.646776 = -259205.552519
  nChanged 3
		SP:Iteration 29Q (40831.620000 sec): 3 clusters
  Score: Raw -261785.946391 + Penalty 2579.646776 = -259206.299614
  nChanged 1
		SP:Iteration 30Q (40831.680000 sec): 3 clusters
  Score: Raw -261786.253366 + Penalty 2579.646776 = -259206.606590
  nChanged 0
		SP:Iteration 31F (40831.730000 sec): 3 clusters
  Score: Raw -261786.253366 + Penalty 2579.646776 = -259206.606590
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 28 (1043 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (40831.790000 sec): 2 clusters
  Score: Raw -78255.333762 + Penalty 1129.351674 = -77125.982088
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (40831.810000 sec): 3 clusters
  Score: Raw -77891.392058 + Penalty 2258.703348 = -75632.688711
  nChanged 343
		SP:Iteration 1F (40831.830000 sec): 3 clusters
  Score: Raw -78277.650351 + Penalty 2258.703348 = -76018.947003
  nChanged 95
		SP:Iteration 2F (40831.850000 sec): 3 clusters
  Score: Raw -78439.400040 + Penalty 2258.703348 = -76180.696693
  nChanged 57
		SP:Iteration 3F (40831.880000 sec): 3 clusters
  Score: Raw -78528.554213 + Penalty 2258.703348 = -76269.850865
  nChanged 38
		SP:Iteration 4Q (40831.900000 sec): 3 clusters
  Score: Raw -78601.193512 + Penalty 2258.703348 = -76342.490164
  nChanged 36
		SP:Iteration 5Q (40831.920000 sec): 3 clusters
  Score: Raw -78667.418279 + Penalty 2258.703348 = -76408.714932
  nChanged 36
		SP:Iteration 6Q (40831.940000 sec): 3 clusters
  Score: Raw -78747.142760 + Penalty 2258.703348 = -76488.439412
  nChanged 42
		SP:Iteration 7Q (40831.960000 sec): 3 clusters
  Score: Raw -78856.270938 + Penalty 2258.703348 = -76597.567590
  nChanged 38
		SP:Iteration 8Q (40831.980000 sec): 3 clusters
  Score: Raw -78915.940528 + Penalty 2258.703348 = -76657.237180
  nChanged 24
		SP:Iteration 9Q (40832.000000 sec): 3 clusters
  Score: Raw -78954.312717 + Penalty 2258.703348 = -76695.609370
  nChanged 19
		SP:Iteration 10Q (40832.020000 sec): 3 clusters
  Score: Raw -78973.887745 + Penalty 2258.703348 = -76715.184397
  nChanged 10
		SP:Iteration 11Q (40832.040000 sec): 3 clusters
  Score: Raw -78982.756114 + Penalty 2258.703348 = -76724.052766
  nChanged 12
		SP:Iteration 12Q (40832.060000 sec): 3 clusters
  Score: Raw -78997.778858 + Penalty 2258.703348 = -76739.075510
  nChanged 7
		SP:Iteration 13Q (40832.080000 sec): 3 clusters
  Score: Raw -79007.278187 + Penalty 2258.703348 = -76748.574839
  nChanged 5
		SP:Iteration 14Q (40832.100000 sec): 3 clusters
  Score: Raw -79014.809199 + Penalty 2258.703348 = -76756.105851
  nChanged 3
		SP:Iteration 15Q (40832.120000 sec): 3 clusters
  Score: Raw -79017.951552 + Penalty 2258.703348 = -76759.248204
  nChanged 1
		SP:Iteration 16Q (40832.140000 sec): 3 clusters
  Score: Raw -79020.692259 + Penalty 2258.703348 = -76761.988911
  nChanged 7
		SP:Iteration 17Q (40832.160000 sec): 3 clusters
  Score: Raw -79025.174918 + Penalty 2258.703348 = -76766.471570
  nChanged 2
		SP:Iteration 18Q (40832.180000 sec): 3 clusters
  Score: Raw -79028.979168 + Penalty 2258.703348 = -76770.275820
  nChanged 3
		SP:Iteration 19Q (40832.200000 sec): 3 clusters
  Score: Raw -79033.111797 + Penalty 2258.703348 = -76774.408449
  nChanged 4
		SP:Iteration 20F (40832.220000 sec): 3 clusters
  Score: Raw -79038.356885 + Penalty 2258.703348 = -76779.653537
  nChanged 2
		SP:Iteration 21Q (40832.240000 sec): 3 clusters
  Score: Raw -79040.521894 + Penalty 2258.703348 = -76781.818546
  nChanged 3
		SP:Iteration 22Q (40832.260000 sec): 3 clusters
  Score: Raw -79045.646704 + Penalty 2258.703348 = -76786.943357
  nChanged 3
		SP:Iteration 23Q (40832.280000 sec): 3 clusters
  Score: Raw -79049.431420 + Penalty 2258.703348 = -76790.728072
  nChanged 2
		SP:Iteration 24Q (40832.310000 sec): 3 clusters
  Score: Raw -79051.390879 + Penalty 2258.703348 = -76792.687532
  nChanged 3
		SP:Iteration 25Q (40832.330000 sec): 3 clusters
  Score: Raw -79054.368499 + Penalty 2258.703348 = -76795.665151
  nChanged 2
		SP:Iteration 26Q (40832.350000 sec): 3 clusters
  Score: Raw -79059.351855 + Penalty 2258.703348 = -76800.648507
  nChanged 2
		SP:Iteration 27Q (40832.370000 sec): 3 clusters
  Score: Raw -79062.009657 + Penalty 2258.703348 = -76803.306309
  nChanged 2
		SP:Iteration 28Q (40832.390000 sec): 3 clusters
  Score: Raw -79064.472796 + Penalty 2258.703348 = -76805.769448
  nChanged 0
		SP:Iteration 29F (40832.410000 sec): 3 clusters
  Score: Raw -79064.472796 + Penalty 2258.703348 = -76805.769448
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 29 (3685 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (40832.480000 sec): 2 clusters
  Score: Raw -339098.394912 + Penalty 1334.454193 = -337763.940719
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (40832.560000 sec): 3 clusters
  Score: Raw -337327.865734 + Penalty 2668.908387 = -334658.957347
  nChanged 1388
		SP:Iteration 1F (40832.630000 sec): 3 clusters
  Score: Raw -338189.200676 + Penalty 2668.908387 = -335520.292290
  nChanged 283
		SP:Iteration 2F (40832.700000 sec): 3 clusters
  Score: Raw -338401.582978 + Penalty 2668.908387 = -335732.674591
  nChanged 243
		SP:Iteration 3F (40832.770000 sec): 3 clusters
  Score: Raw -338608.553982 + Penalty 2668.908387 = -335939.645596
  nChanged 261
		SP:Iteration 4F (40832.840000 sec): 3 clusters
  Score: Raw -338823.755128 + Penalty 2668.908387 = -336154.846741
  nChanged 234
		SP:Iteration 5F (40832.910000 sec): 3 clusters
  Score: Raw -339004.752258 + Penalty 2668.908387 = -336335.843872
  nChanged 207
		SP:Iteration 6F (40832.980000 sec): 3 clusters
  Score: Raw -339153.284539 + Penalty 2668.908387 = -336484.376152
  nChanged 139
		SP:Iteration 7Q (40833.050000 sec): 3 clusters
  Score: Raw -339237.622554 + Penalty 2668.908387 = -336568.714168
  nChanged 108
		SP:Iteration 8Q (40833.130000 sec): 3 clusters
  Score: Raw -339302.138150 + Penalty 2668.908387 = -336633.229763
  nChanged 71
		SP:Iteration 9Q (40833.200000 sec): 3 clusters
  Score: Raw -339343.245259 + Penalty 2668.908387 = -336674.336873
  nChanged 56
		SP:Iteration 10Q (40833.270000 sec): 3 clusters
  Score: Raw -339373.962764 + Penalty 2668.908387 = -336705.054377
  nChanged 44
		SP:Iteration 11Q (40833.340000 sec): 3 clusters
  Score: Raw -339392.241854 + Penalty 2668.908387 = -336723.333468
  nChanged 28
		SP:Iteration 12Q (40833.410000 sec): 3 clusters
  Score: Raw -339406.547982 + Penalty 2668.908387 = -336737.639595
  nChanged 23
		SP:Iteration 13Q (40833.490000 sec): 3 clusters
  Score: Raw -339414.000676 + Penalty 2668.908387 = -336745.092289
  nChanged 20
		SP:Iteration 14Q (40833.560000 sec): 3 clusters
  Score: Raw -339422.058591 + Penalty 2668.908387 = -336753.150204
  nChanged 17
		SP:Iteration 15Q (40833.630000 sec): 3 clusters
  Score: Raw -339429.546146 + Penalty 2668.908387 = -336760.637760
  nChanged 16
		SP:Iteration 16Q (40833.700000 sec): 3 clusters
  Score: Raw -339437.898346 + Penalty 2668.908387 = -336768.989960
  nChanged 14
		SP:Iteration 17Q (40833.770000 sec): 3 clusters
  Score: Raw -339446.463127 + Penalty 2668.908387 = -336777.554740
  nChanged 11
		SP:Iteration 18Q (40833.840000 sec): 3 clusters
  Score: Raw -339452.781637 + Penalty 2668.908387 = -336783.873250
  nChanged 18
		SP:Iteration 19Q (40833.910000 sec): 3 clusters
  Score: Raw -339464.538566 + Penalty 2668.908387 = -336795.630180
  nChanged 22
		SP:Iteration 20F (40833.990000 sec): 3 clusters
  Score: Raw -339479.574204 + Penalty 2668.908387 = -336810.665818
  nChanged 31
		SP:Iteration 21Q (40834.060000 sec): 3 clusters
  Score: Raw -339502.448944 + Penalty 2668.908387 = -336833.540558
  nChanged 26
		SP:Iteration 22Q (40834.130000 sec): 3 clusters
  Score: Raw -339517.989606 + Penalty 2668.908387 = -336849.081219
  nChanged 22
		SP:Iteration 23Q (40834.200000 sec): 3 clusters
  Score: Raw -339533.034627 + Penalty 2668.908387 = -336864.126241
  nChanged 18
		SP:Iteration 24Q (40834.270000 sec): 3 clusters
  Score: Raw -339542.807023 + Penalty 2668.908387 = -336873.898636
  nChanged 15
		SP:Iteration 25Q (40834.340000 sec): 3 clusters
  Score: Raw -339550.583673 + Penalty 2668.908387 = -336881.675287
  nChanged 16
		SP:Iteration 26Q (40834.410000 sec): 3 clusters
  Score: Raw -339558.745036 + Penalty 2668.908387 = -336889.836649
  nChanged 14
		SP:Iteration 27Q (40834.480000 sec): 3 clusters
  Score: Raw -339566.183014 + Penalty 2668.908387 = -336897.274627
  nChanged 7
		SP:Iteration 28Q (40834.550000 sec): 3 clusters
  Score: Raw -339570.223946 + Penalty 2668.908387 = -336901.315559
  nChanged 10
		SP:Iteration 29Q (40834.620000 sec): 3 clusters
  Score: Raw -339575.490067 + Penalty 2668.908387 = -336906.581680
  nChanged 9
		SP:Iteration 30Q (40834.690000 sec): 3 clusters
  Score: Raw -339578.506086 + Penalty 2668.908387 = -336909.597700
  nChanged 3
		SP:Iteration 31Q (40834.760000 sec): 3 clusters
  Score: Raw -339579.306779 + Penalty 2668.908387 = -336910.398393
  nChanged 0
		SP:Iteration 32F (40834.830000 sec): 3 clusters
  Score: Raw -339579.306779 + Penalty 2668.908387 = -336910.398393
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 30 (962 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (40834.890000 sec): 2 clusters
  Score: Raw -68734.792311 + Penalty 1116.214848 = -67618.577462
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (40834.910000 sec): 3 clusters
  Score: Raw -68415.921725 + Penalty 2232.429696 = -66183.492028
  nChanged 314
		SP:Iteration 1F (40834.930000 sec): 3 clusters
  Score: Raw -68781.626898 + Penalty 2232.429696 = -66549.197202
  nChanged 98
		SP:Iteration 2F (40834.950000 sec): 3 clusters
  Score: Raw -68978.784538 + Penalty 2232.429696 = -66746.354842
  nChanged 73
		SP:Iteration 3F (40834.970000 sec): 3 clusters
  Score: Raw -69196.986784 + Penalty 2232.429696 = -66964.557087
  nChanged 58
		SP:Iteration 4F (40834.990000 sec): 3 clusters
  Score: Raw -69369.440319 + Penalty 2232.429696 = -67137.010622
  nChanged 56
		SP:Iteration 5F (40835.010000 sec): 3 clusters
  Score: Raw -69540.587404 + Penalty 2232.429696 = -67308.157707
  nChanged 47
		SP:Iteration 6Q (40835.030000 sec): 3 clusters
  Score: Raw -69648.489924 + Penalty 2232.429696 = -67416.060228
  nChanged 31
		SP:Iteration 7Q (40835.040000 sec): 3 clusters
  Score: Raw -69716.167487 + Penalty 2232.429696 = -67483.737790
  nChanged 18
		SP:Iteration 8Q (40835.060000 sec): 3 clusters
  Score: Raw -69756.912534 + Penalty 2232.429696 = -67524.482837
  nChanged 6
		SP:Iteration 9Q (40835.080000 sec): 3 clusters
  Score: Raw -69770.136643 + Penalty 2232.429696 = -67537.706947
  nChanged 11
		SP:Iteration 10Q (40835.100000 sec): 3 clusters
  Score: Raw -69794.771843 + Penalty 2232.429696 = -67562.342147
  nChanged 7
		SP:Iteration 11Q (40835.120000 sec): 3 clusters
  Score: Raw -69817.543990 + Penalty 2232.429696 = -67585.114293
  nChanged 9
		SP:Iteration 12Q (40835.140000 sec): 3 clusters
  Score: Raw -69863.628222 + Penalty 2232.429696 = -67631.198525
  nChanged 6
		SP:Iteration 13Q (40835.150000 sec): 3 clusters
  Score: Raw -69881.163961 + Penalty 2232.429696 = -67648.734264
  nChanged 3
		SP:Iteration 14Q (40835.170000 sec): 3 clusters
  Score: Raw -69884.038190 + Penalty 2232.429696 = -67651.608493
  nChanged 0
		SP:Iteration 15F (40835.190000 sec): 3 clusters
  Score: Raw -69884.038190 + Penalty 2232.429696 = -67651.608493
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 112.
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 31 (107572 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (40835.940000 sec): 2 clusters
  Score: Raw -9842511.032481 + Penalty 1882.711296 = -9840628.321184
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (40836.980000 sec): 3 clusters
  Score: Raw -9772208.696420 + Penalty 3765.422593 = -9768443.273828
  nChanged 51610
		SP:Iteration 1F (40837.960000 sec): 3 clusters
  Score: Raw -9802716.529045 + Penalty 3765.422593 = -9798951.106452
  nChanged 3925
		SP:Iteration 2Q (40839.030000 sec): 3 clusters
  Score: Raw -9804056.770204 + Penalty 3765.422593 = -9800291.347611
  nChanged 4391
		SP:Iteration 3Q (40840.090000 sec): 3 clusters
  Score: Raw -9806061.057930 + Penalty 3765.422593 = -9802295.635337
  nChanged 5276
		SP:Iteration 4Q (40841.160000 sec): 3 clusters
  Score: Raw -9809215.700354 + Penalty 3765.422593 = -9805450.277761
  nChanged 6441
		SP:Iteration 5F (40842.170000 sec): 3 clusters
  Score: Raw -9813981.140804 + Penalty 3765.422593 = -9810215.718211
  nChanged 7202
		SP:Iteration 6F (40843.190000 sec): 3 clusters
  Score: Raw -9820180.127579 + Penalty 3765.422593 = -9816414.704987
  nChanged 7404
		SP:Iteration 7F (40844.160000 sec): 3 clusters
  Score: Raw -9826973.980922 + Penalty 3765.422593 = -9823208.558329
  nChanged 6471
		SP:Iteration 8F (40845.190000 sec): 3 clusters
  Score: Raw -9833032.762501 + Penalty 3765.422593 = -9829267.339908
  nChanged 5021
		SP:Iteration 9Q (40846.150000 sec): 3 clusters
  Score: Raw -9837483.649849 + Penalty 3765.422593 = -9833718.227257
  nChanged 3422
		SP:Iteration 10Q (40847.080000 sec): 3 clusters
  Score: Raw -9840107.151032 + Penalty 3765.422593 = -9836341.728439
  nChanged 2216
		SP:Iteration 11Q (40848.010000 sec): 3 clusters
  Score: Raw -9841502.490572 + Penalty 3765.422593 = -9837737.067979
  nChanged 1516
		SP:Iteration 12Q (40848.930000 sec): 3 clusters
  Score: Raw -9842273.572208 + Penalty 3765.422593 = -9838508.149615
  nChanged 991
		SP:Iteration 13Q (40849.850000 sec): 3 clusters
  Score: Raw -9842670.504218 + Penalty 3765.422593 = -9838905.081625
  nChanged 680
		SP:Iteration 14Q (40850.790000 sec): 3 clusters
  Score: Raw -9842878.625099 + Penalty 3765.422593 = -9839113.202506
  nChanged 492
		SP:Iteration 15Q (40851.720000 sec): 3 clusters
  Score: Raw -9843017.164013 + Penalty 3765.422593 = -9839251.741420
  nChanged 377
		SP:Iteration 16Q (40852.600000 sec): 3 clusters
  Score: Raw -9843118.625619 + Penalty 3765.422593 = -9839353.203027
  nChanged 299
		SP:Iteration 17Q (40853.510000 sec): 3 clusters
  Score: Raw -9843183.056809 + Penalty 3765.422593 = -9839417.634217
  nChanged 227
		SP:Iteration 18Q (40854.440000 sec): 3 clusters
  Score: Raw -9843225.698009 + Penalty 3765.422593 = -9839460.275416
  nChanged 172
		SP:Iteration 19Q (40855.320000 sec): 3 clusters
  Score: Raw -9843259.744300 + Penalty 3765.422593 = -9839494.321707
  nChanged 140
		SP:Iteration 20F (40856.320000 sec): 3 clusters
  Score: Raw -9843281.064281 + Penalty 3765.422593 = -9839515.641688
  nChanged 101
		SP:Iteration 21Q (40857.200000 sec): 3 clusters
  Score: Raw -9843295.780379 + Penalty 3765.422593 = -9839530.357786
  nChanged 75
		SP:Iteration 22Q (40858.130000 sec): 3 clusters
  Score: Raw -9843306.356489 + Penalty 3765.422593 = -9839540.933896
  nChanged 65
		SP:Iteration 23Q (40859.060000 sec): 3 clusters
  Score: Raw -9843313.595759 + Penalty 3765.422593 = -9839548.173166
  nChanged 44
		SP:Iteration 24Q (40859.910000 sec): 3 clusters
  Score: Raw -9843320.014315 + Penalty 3765.422593 = -9839554.591723
  nChanged 47
		SP:Iteration 25Q (40860.810000 sec): 3 clusters
  Score: Raw -9843325.900385 + Penalty 3765.422593 = -9839560.477793
  nChanged 35
		SP:Iteration 26Q (40861.660000 sec): 3 clusters
  Score: Raw -9843330.417482 + Penalty 3765.422593 = -9839564.994889
  nChanged 37
		SP:Iteration 27Q (40862.560000 sec): 3 clusters
  Score: Raw -9843334.839907 + Penalty 3765.422593 = -9839569.417314
  nChanged 33
		SP:Iteration 28Q (40863.400000 sec): 3 clusters
  Score: Raw -9843338.519268 + Penalty 3765.422593 = -9839573.096675
  nChanged 31
		SP:Iteration 29Q (40864.310000 sec): 3 clusters
  Score: Raw -9843342.518592 + Penalty 3765.422593 = -9839577.095999
  nChanged 38
		SP:Iteration 30Q (40865.160000 sec): 3 clusters
  Score: Raw -9843346.774781 + Penalty 3765.422593 = -9839581.352189
  nChanged 25
		SP:Iteration 31Q (40866.060000 sec): 3 clusters
  Score: Raw -9843349.481192 + Penalty 3765.422593 = -9839584.058600
  nChanged 24
		SP:Iteration 32Q (40866.910000 sec): 3 clusters
  Score: Raw -9843351.550870 + Penalty 3765.422593 = -9839586.128277
  nChanged 20
		SP:Iteration 33Q (40867.760000 sec): 3 clusters
  Score: Raw -9843353.317384 + Penalty 3765.422593 = -9839587.894791
  nChanged 13
		SP:Iteration 34Q (40868.660000 sec): 3 clusters
  Score: Raw -9843354.975446 + Penalty 3765.422593 = -9839589.552853
  nChanged 19
		SP:Iteration 35Q (40869.500000 sec): 3 clusters
  Score: Raw -9843356.768265 + Penalty 3765.422593 = -9839591.345672
  nChanged 21
		SP:Iteration 36Q (40870.410000 sec): 3 clusters
  Score: Raw -9843358.977725 + Penalty 3765.422593 = -9839593.555132
  nChanged 19
		SP:Iteration 37Q (40871.260000 sec): 3 clusters
  Score: Raw -9843360.543106 + Penalty 3765.422593 = -9839595.120514
  nChanged 14
		SP:Iteration 38Q (40872.160000 sec): 3 clusters
  Score: Raw -9843361.763458 + Penalty 3765.422593 = -9839596.340865
  nChanged 13
		SP:Iteration 39Q (40873.010000 sec): 3 clusters
  Score: Raw -9843362.943169 + Penalty 3765.422593 = -9839597.520576
  nChanged 6
		SP:Iteration 40F (40874.000000 sec): 3 clusters
  Score: Raw -9843363.620321 + Penalty 3765.422593 = -9839598.197729
  nChanged 10
		SP:Iteration 41Q (40874.880000 sec): 3 clusters
  Score: Raw -9843364.320149 + Penalty 3765.422593 = -9839598.897556
  nChanged 7
		SP:Iteration 42Q (40875.730000 sec): 3 clusters
  Score: Raw -9843365.039832 + Penalty 3765.422593 = -9839599.617239
  nChanged 5
		SP:Iteration 43Q (40876.630000 sec): 3 clusters
  Score: Raw -9843365.568973 + Penalty 3765.422593 = -9839600.146380
  nChanged 7
		SP:Iteration 44Q (40877.480000 sec): 3 clusters
  Score: Raw -9843366.164523 + Penalty 3765.422593 = -9839600.741931
  nChanged 9
		SP:Iteration 45Q (40878.320000 sec): 3 clusters
  Score: Raw -9843367.058753 + Penalty 3765.422593 = -9839601.636160
  nChanged 7
		SP:Iteration 46Q (40879.220000 sec): 3 clusters
  Score: Raw -9843367.736898 + Penalty 3765.422593 = -9839602.314306
  nChanged 5
		SP:Iteration 47Q (40880.070000 sec): 3 clusters
  Score: Raw -9843368.124216 + Penalty 3765.422593 = -9839602.701624
  nChanged 4
		SP:Iteration 48Q (40880.970000 sec): 3 clusters
  Score: Raw -9843368.396395 + Penalty 3765.422593 = -9839602.973802
  nChanged 6
		SP:Iteration 49Q (40881.820000 sec): 3 clusters
  Score: Raw -9843369.010610 + Penalty 3765.422593 = -9839603.588017
  nChanged 8
		SP:Iteration 50Q (40882.720000 sec): 3 clusters
  Score: Raw -9843369.853779 + Penalty 3765.422593 = -9839604.431186
  nChanged 6
		SP:Iteration 51Q (40883.570000 sec): 3 clusters
  Score: Raw -9843370.317947 + Penalty 3765.422593 = -9839604.895354
  nChanged 2
		SP:Iteration 52Q (40884.480000 sec): 3 clusters
  Score: Raw -9843370.522290 + Penalty 3765.422593 = -9839605.099697
  nChanged 5
		SP:Iteration 53Q (40885.350000 sec): 3 clusters
  Score: Raw -9843371.046316 + Penalty 3765.422593 = -9839605.623723
  nChanged 4
		SP:Iteration 54Q (40886.310000 sec): 3 clusters
  Score: Raw -9843371.419629 + Penalty 3765.422593 = -9839605.997036
  nChanged 5
		SP:Iteration 55Q (40887.210000 sec): 3 clusters
  Score: Raw -9843371.901329 + Penalty 3765.422593 = -9839606.478736
  nChanged 6
		SP:Iteration 56Q (40888.060000 sec): 3 clusters
  Score: Raw -9843372.495967 + Penalty 3765.422593 = -9839607.073375
  nChanged 8
		SP:Iteration 57Q (40888.970000 sec): 3 clusters
  Score: Raw -9843373.286348 + Penalty 3765.422593 = -9839607.863756
  nChanged 9
		SP:Iteration 58Q (40889.810000 sec): 3 clusters
  Score: Raw -9843374.322125 + Penalty 3765.422593 = -9839608.899532
  nChanged 9
		SP:Iteration 59Q (40890.660000 sec): 3 clusters
  Score: Raw -9843375.217769 + Penalty 3765.422593 = -9839609.795176
  nChanged 6
		SP:Iteration 60F (40891.650000 sec): 3 clusters
  Score: Raw -9843375.957755 + Penalty 3765.422593 = -9839610.535162
  nChanged 10
		SP:Iteration 61Q (40892.530000 sec): 3 clusters
  Score: Raw -9843376.716813 + Penalty 3765.422593 = -9839611.294221
  nChanged 5
		SP:Iteration 62Q (40893.430000 sec): 3 clusters
  Score: Raw -9843377.197129 + Penalty 3765.422593 = -9839611.774536
  nChanged 4
		SP:Iteration 63Q (40894.300000 sec): 3 clusters
  Score: Raw -9843377.583033 + Penalty 3765.422593 = -9839612.160440
  nChanged 4
		SP:Iteration 64Q (40895.200000 sec): 3 clusters
  Score: Raw -9843377.924526 + Penalty 3765.422593 = -9839612.501934
  nChanged 3
		SP:Iteration 65Q (40896.050000 sec): 3 clusters
  Score: Raw -9843378.287822 + Penalty 3765.422593 = -9839612.865230
  nChanged 8
		SP:Iteration 66Q (40896.950000 sec): 3 clusters
  Score: Raw -9843379.174093 + Penalty 3765.422593 = -9839613.751501
  nChanged 5
		SP:Iteration 67Q (40897.800000 sec): 3 clusters
  Score: Raw -9843379.822075 + Penalty 3765.422593 = -9839614.399483
  nChanged 7
		SP:Iteration 68Q (40898.650000 sec): 3 clusters
  Score: Raw -9843380.571118 + Penalty 3765.422593 = -9839615.148525
  nChanged 7
		SP:Iteration 69Q (40899.550000 sec): 3 clusters
  Score: Raw -9843381.343342 + Penalty 3765.422593 = -9839615.920749
  nChanged 11
		SP:Iteration 70Q (40900.390000 sec): 3 clusters
  Score: Raw -9843382.180480 + Penalty 3765.422593 = -9839616.757887
  nChanged 6
		SP:Iteration 71Q (40901.290000 sec): 3 clusters
  Score: Raw -9843382.866693 + Penalty 3765.422593 = -9839617.444100
  nChanged 10
		SP:Iteration 72Q (40902.140000 sec): 3 clusters
  Score: Raw -9843383.844571 + Penalty 3765.422593 = -9839618.421978
  nChanged 12
		SP:Iteration 73Q (40902.990000 sec): 3 clusters
  Score: Raw -9843384.889249 + Penalty 3765.422593 = -9839619.466657
  nChanged 8
		SP:Iteration 74Q (40903.890000 sec): 3 clusters
  Score: Raw -9843385.658622 + Penalty 3765.422593 = -9839620.236029
  nChanged 8
		SP:Iteration 75Q (40904.730000 sec): 3 clusters
  Score: Raw -9843386.343005 + Penalty 3765.422593 = -9839620.920412
  nChanged 7
		SP:Iteration 76Q (40905.630000 sec): 3 clusters
  Score: Raw -9843387.025607 + Penalty 3765.422593 = -9839621.603014
  nChanged 3
		SP:Iteration 77Q (40906.480000 sec): 3 clusters
  Score: Raw -9843387.292378 + Penalty 3765.422593 = -9839621.869785
  nChanged 6
		SP:Iteration 78Q (40907.390000 sec): 3 clusters
  Score: Raw -9843388.032138 + Penalty 3765.422593 = -9839622.609546
  nChanged 10
		SP:Iteration 79Q (40908.230000 sec): 3 clusters
  Score: Raw -9843388.970260 + Penalty 3765.422593 = -9839623.547668
  nChanged 5
		SP:Iteration 80F (40909.180000 sec): 3 clusters
  Score: Raw -9843389.443054 + Penalty 3765.422593 = -9839624.020461
  nChanged 6
		SP:Iteration 81Q (40910.030000 sec): 3 clusters
  Score: Raw -9843390.060464 + Penalty 3765.422593 = -9839624.637871
  nChanged 9
		SP:Iteration 82Q (40910.930000 sec): 3 clusters
  Score: Raw -9843390.949834 + Penalty 3765.422593 = -9839625.527241
  nChanged 3
		SP:Iteration 83Q (40911.780000 sec): 3 clusters
  Score: Raw -9843391.233686 + Penalty 3765.422593 = -9839625.811093
  nChanged 4
		SP:Iteration 84Q (40912.680000 sec): 3 clusters
  Score: Raw -9843391.598383 + Penalty 3765.422593 = -9839626.175790
  nChanged 4
		SP:Iteration 85Q (40913.530000 sec): 3 clusters
  Score: Raw -9843392.078964 + Penalty 3765.422593 = -9839626.656372
  nChanged 7
		SP:Iteration 86Q (40914.430000 sec): 3 clusters
  Score: Raw -9843392.897307 + Penalty 3765.422593 = -9839627.474715
  nChanged 8
		SP:Iteration 87Q (40915.280000 sec): 3 clusters
  Score: Raw -9843393.766288 + Penalty 3765.422593 = -9839628.343696
  nChanged 10
		SP:Iteration 88Q (40916.120000 sec): 3 clusters
  Score: Raw -9843395.036086 + Penalty 3765.422593 = -9839629.613493
  nChanged 11
		SP:Iteration 89Q (40917.020000 sec): 3 clusters
  Score: Raw -9843396.334861 + Penalty 3765.422593 = -9839630.912268
  nChanged 2
		SP:Iteration 90Q (40917.870000 sec): 3 clusters
  Score: Raw -9843396.529853 + Penalty 3765.422593 = -9839631.107261
  nChanged 1
		SP:Iteration 91Q (40918.770000 sec): 3 clusters
  Score: Raw -9843396.651294 + Penalty 3765.422593 = -9839631.228701
  nChanged 2
		SP:Iteration 92Q (40919.620000 sec): 3 clusters
  Score: Raw -9843396.821571 + Penalty 3765.422593 = -9839631.398979
  nChanged 2
		SP:Iteration 93Q (40920.460000 sec): 3 clusters
  Score: Raw -9843397.028919 + Penalty 3765.422593 = -9839631.606326
  nChanged 1
		SP:Iteration 94Q (40921.360000 sec): 3 clusters
  Score: Raw -9843397.109968 + Penalty 3765.422593 = -9839631.687375
  nChanged 0
		SP:Iteration 95F (40922.310000 sec): 3 clusters
  Score: Raw -9843397.109968 + Penalty 3765.422593 = -9839631.687375
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 32 (2783 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (40922.360000 sec): 2 clusters
  Score: Raw -239635.168423 + Penalty 1288.833774 = -238346.334650
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (40922.440000 sec): 3 clusters
  Score: Raw -238341.065424 + Penalty 2577.667547 = -235763.397876
  nChanged 1094
		SP:Iteration 1F (40922.500000 sec): 3 clusters
  Score: Raw -239001.367547 + Penalty 2577.667547 = -236423.700000
  nChanged 240
		SP:Iteration 2F (40922.550000 sec): 3 clusters
  Score: Raw -239163.014975 + Penalty 2577.667547 = -236585.347427
  nChanged 155
		SP:Iteration 3F (40922.600000 sec): 3 clusters
  Score: Raw -239271.491177 + Penalty 2577.667547 = -236693.823629
  nChanged 123
		SP:Iteration 4Q (40922.660000 sec): 3 clusters
  Score: Raw -239345.912461 + Penalty 2577.667547 = -236768.244913
  nChanged 93
		SP:Iteration 5Q (40922.710000 sec): 3 clusters
  Score: Raw -239404.636389 + Penalty 2577.667547 = -236826.968841
  nChanged 79
		SP:Iteration 6Q (40922.770000 sec): 3 clusters
  Score: Raw -239455.090029 + Penalty 2577.667547 = -236877.422481
  nChanged 62
		SP:Iteration 7Q (40922.820000 sec): 3 clusters
  Score: Raw -239490.049620 + Penalty 2577.667547 = -236912.382073
  nChanged 49
		SP:Iteration 8Q (40922.880000 sec): 3 clusters
  Score: Raw -239517.333880 + Penalty 2577.667547 = -236939.666332
  nChanged 49
		SP:Iteration 9Q (40922.930000 sec): 3 clusters
  Score: Raw -239554.236730 + Penalty 2577.667547 = -236976.569183
  nChanged 43
		SP:Iteration 10Q (40922.980000 sec): 3 clusters
  Score: Raw -239581.074047 + Penalty 2577.667547 = -237003.406499
  nChanged 33
		SP:Iteration 11Q (40923.040000 sec): 3 clusters
  Score: Raw -239607.578873 + Penalty 2577.667547 = -237029.911326
  nChanged 31
		SP:Iteration 12Q (40923.090000 sec): 3 clusters
  Score: Raw -239632.688379 + Penalty 2577.667547 = -237055.020832
  nChanged 26
		SP:Iteration 13Q (40923.150000 sec): 3 clusters
  Score: Raw -239648.354022 + Penalty 2577.667547 = -237070.686474
  nChanged 24
		SP:Iteration 14Q (40923.200000 sec): 3 clusters
  Score: Raw -239661.523591 + Penalty 2577.667547 = -237083.856044
  nChanged 20
		SP:Iteration 15Q (40923.260000 sec): 3 clusters
  Score: Raw -239669.772233 + Penalty 2577.667547 = -237092.104685
  nChanged 14
		SP:Iteration 16Q (40923.310000 sec): 3 clusters
  Score: Raw -239676.309783 + Penalty 2577.667547 = -237098.642236
  nChanged 9
		SP:Iteration 17Q (40923.360000 sec): 3 clusters
  Score: Raw -239680.689285 + Penalty 2577.667547 = -237103.021738
  nChanged 11
		SP:Iteration 18Q (40923.420000 sec): 3 clusters
  Score: Raw -239686.480258 + Penalty 2577.667547 = -237108.812711
  nChanged 7
		SP:Iteration 19Q (40923.470000 sec): 3 clusters
  Score: Raw -239688.280105 + Penalty 2577.667547 = -237110.612557
  nChanged 5
		SP:Iteration 20F (40923.520000 sec): 3 clusters
  Score: Raw -239690.550226 + Penalty 2577.667547 = -237112.882678
  nChanged 6
		SP:Iteration 21Q (40923.580000 sec): 3 clusters
  Score: Raw -239692.245190 + Penalty 2577.667547 = -237114.577643
  nChanged 3
		SP:Iteration 22Q (40923.630000 sec): 3 clusters
  Score: Raw -239693.050607 + Penalty 2577.667547 = -237115.383059
  nChanged 2
		SP:Iteration 23Q (40923.680000 sec): 3 clusters
  Score: Raw -239693.820866 + Penalty 2577.667547 = -237116.153318
  nChanged 2
		SP:Iteration 24Q (40923.740000 sec): 3 clusters
  Score: Raw -239694.716610 + Penalty 2577.667547 = -237117.049062
  nChanged 4
		SP:Iteration 25Q (40923.790000 sec): 3 clusters
  Score: Raw -239696.944707 + Penalty 2577.667547 = -237119.277159
  nChanged 2
		SP:Iteration 26Q (40923.840000 sec): 3 clusters
  Score: Raw -239698.917160 + Penalty 2577.667547 = -237121.249612
  nChanged 4
		SP:Iteration 27Q (40923.900000 sec): 3 clusters
  Score: Raw -239700.874102 + Penalty 2577.667547 = -237123.206555
  nChanged 6
		SP:Iteration 28Q (40923.950000 sec): 3 clusters
  Score: Raw -239704.875312 + Penalty 2577.667547 = -237127.207764
  nChanged 8
		SP:Iteration 29Q (40924.000000 sec): 3 clusters
  Score: Raw -239709.236888 + Penalty 2577.667547 = -237131.569340
  nChanged 8
		SP:Iteration 30Q (40924.060000 sec): 3 clusters
  Score: Raw -239714.128592 + Penalty 2577.667547 = -237136.461044
  nChanged 6
		SP:Iteration 31Q (40924.110000 sec): 3 clusters
  Score: Raw -239717.819424 + Penalty 2577.667547 = -237140.151876
  nChanged 7
		SP:Iteration 32Q (40924.160000 sec): 3 clusters
  Score: Raw -239720.870777 + Penalty 2577.667547 = -237143.203230
  nChanged 1
		SP:Iteration 33Q (40924.220000 sec): 3 clusters
  Score: Raw -239721.569641 + Penalty 2577.667547 = -237143.902093
  nChanged 3
		SP:Iteration 34Q (40924.270000 sec): 3 clusters
  Score: Raw -239722.703965 + Penalty 2577.667547 = -237145.036417
  nChanged 0
		SP:Iteration 35F (40924.320000 sec): 3 clusters
  Score: Raw -239722.703965 + Penalty 2577.667547 = -237145.036417
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 33 (9741 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (40924.440000 sec): 2 clusters
  Score: Raw -897968.005713 + Penalty 1492.416097 = -896475.589616
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (40924.600000 sec): 3 clusters
  Score: Raw -892480.804766 + Penalty 2984.832195 = -889495.972572
  nChanged 4174
		SP:Iteration 1F (40924.740000 sec): 3 clusters
  Score: Raw -894762.807590 + Penalty 2984.832195 = -891777.975395
  nChanged 692
		SP:Iteration 2F (40924.920000 sec): 3 clusters
  Score: Raw -895113.109417 + Penalty 2984.832195 = -892128.277222
  nChanged 604
		SP:Iteration 3F (40925.060000 sec): 3 clusters
  Score: Raw -895459.522130 + Penalty 2984.832195 = -892474.689936
  nChanged 585
		SP:Iteration 4F (40925.210000 sec): 3 clusters
  Score: Raw -895832.579163 + Penalty 2984.832195 = -892847.746969
  nChanged 593
		SP:Iteration 5F (40925.380000 sec): 3 clusters
  Score: Raw -896251.832740 + Penalty 2984.832195 = -893267.000545
  nChanged 588
		SP:Iteration 6F (40925.540000 sec): 3 clusters
  Score: Raw -896690.791848 + Penalty 2984.832195 = -893705.959653
  nChanged 509
		SP:Iteration 7F (40925.670000 sec): 3 clusters
  Score: Raw -897023.798761 + Penalty 2984.832195 = -894038.966566
  nChanged 402
		SP:Iteration 8Q (40925.830000 sec): 3 clusters
  Score: Raw -897219.601437 + Penalty 2984.832195 = -894234.769242
  nChanged 297
		SP:Iteration 9Q (40926.000000 sec): 3 clusters
  Score: Raw -897356.668237 + Penalty 2984.832195 = -894371.836042
  nChanged 260
		SP:Iteration 10Q (40926.150000 sec): 3 clusters
  Score: Raw -897474.695033 + Penalty 2984.832195 = -894489.862838
  nChanged 227
		SP:Iteration 11Q (40926.310000 sec): 3 clusters
  Score: Raw -897564.339368 + Penalty 2984.832195 = -894579.507173
  nChanged 203
		SP:Iteration 12Q (40926.470000 sec): 3 clusters
  Score: Raw -897644.767591 + Penalty 2984.832195 = -894659.935396
  nChanged 199
		SP:Iteration 13Q (40926.610000 sec): 3 clusters
  Score: Raw -897734.747624 + Penalty 2984.832195 = -894749.915429
  nChanged 213
		SP:Iteration 14Q (40926.760000 sec): 3 clusters
  Score: Raw -897827.595603 + Penalty 2984.832195 = -894842.763409
  nChanged 225
		SP:Iteration 15Q (40926.930000 sec): 3 clusters
  Score: Raw -897931.120379 + Penalty 2984.832195 = -894946.288184
  nChanged 245
		SP:Iteration 16Q (40927.080000 sec): 3 clusters
  Score: Raw -898048.996583 + Penalty 2984.832195 = -895064.164388
  nChanged 244
		SP:Iteration 17Q (40927.240000 sec): 3 clusters
  Score: Raw -898163.469658 + Penalty 2984.832195 = -895178.637464
  nChanged 220
		SP:Iteration 18Q (40927.400000 sec): 3 clusters
  Score: Raw -898265.795686 + Penalty 2984.832195 = -895280.963491
  nChanged 190
		SP:Iteration 19Q (40927.560000 sec): 3 clusters
  Score: Raw -898350.403508 + Penalty 2984.832195 = -895365.571313
  nChanged 165
		SP:Iteration 20F (40927.710000 sec): 3 clusters
  Score: Raw -898421.493096 + Penalty 2984.832195 = -895436.660901
  nChanged 154
		SP:Iteration 21Q (40927.890000 sec): 3 clusters
  Score: Raw -898493.113316 + Penalty 2984.832195 = -895508.281122
  nChanged 137
		SP:Iteration 22Q (40928.040000 sec): 3 clusters
  Score: Raw -898546.727987 + Penalty 2984.832195 = -895561.895792
  nChanged 124
		SP:Iteration 23Q (40928.170000 sec): 3 clusters
  Score: Raw -898597.846189 + Penalty 2984.832195 = -895613.013995
  nChanged 106
		SP:Iteration 24Q (40928.310000 sec): 3 clusters
  Score: Raw -898635.290270 + Penalty 2984.832195 = -895650.458075
  nChanged 96
		SP:Iteration 25Q (40928.470000 sec): 3 clusters
  Score: Raw -898672.898942 + Penalty 2984.832195 = -895688.066748
  nChanged 102
		SP:Iteration 26Q (40928.610000 sec): 3 clusters
  Score: Raw -898705.941226 + Penalty 2984.832195 = -895721.109031
  nChanged 70
		SP:Iteration 27Q (40928.750000 sec): 3 clusters
  Score: Raw -898727.108006 + Penalty 2984.832195 = -895742.275811
  nChanged 58
		SP:Iteration 28Q (40928.930000 sec): 3 clusters
  Score: Raw -898742.380248 + Penalty 2984.832195 = -895757.548054
  nChanged 46
		SP:Iteration 29Q (40929.080000 sec): 3 clusters
  Score: Raw -898753.734781 + Penalty 2984.832195 = -895768.902586
  nChanged 43
		SP:Iteration 30Q (40929.210000 sec): 3 clusters
  Score: Raw -898764.193053 + Penalty 2984.832195 = -895779.360858
  nChanged 38
		SP:Iteration 31Q (40929.360000 sec): 3 clusters
  Score: Raw -898772.530683 + Penalty 2984.832195 = -895787.698488
  nChanged 31
		SP:Iteration 32Q (40929.530000 sec): 3 clusters
  Score: Raw -898780.658779 + Penalty 2984.832195 = -895795.826584
  nChanged 27
		SP:Iteration 33Q (40929.680000 sec): 3 clusters
  Score: Raw -898789.944908 + Penalty 2984.832195 = -895805.112713
  nChanged 28
		SP:Iteration 34Q (40929.810000 sec): 3 clusters
  Score: Raw -898799.006629 + Penalty 2984.832195 = -895814.174434
  nChanged 22
		SP:Iteration 35Q (40929.960000 sec): 3 clusters
  Score: Raw -898803.521565 + Penalty 2984.832195 = -895818.689370
  nChanged 16
		SP:Iteration 36Q (40930.120000 sec): 3 clusters
  Score: Raw -898807.190484 + Penalty 2984.832195 = -895822.358289
  nChanged 14
		SP:Iteration 37Q (40930.270000 sec): 3 clusters
  Score: Raw -898809.907247 + Penalty 2984.832195 = -895825.075052
  nChanged 12
		SP:Iteration 38Q (40930.400000 sec): 3 clusters
  Score: Raw -898812.477132 + Penalty 2984.832195 = -895827.644937
  nChanged 7
		SP:Iteration 39Q (40930.550000 sec): 3 clusters
  Score: Raw -898813.628710 + Penalty 2984.832195 = -895828.796516
  nChanged 9
		SP:Iteration 40F (40930.720000 sec): 3 clusters
  Score: Raw -898815.095484 + Penalty 2984.832195 = -895830.263289
  nChanged 10
		SP:Iteration 41Q (40930.870000 sec): 3 clusters
  Score: Raw -898817.090685 + Penalty 2984.832195 = -895832.258491
  nChanged 7
		SP:Iteration 42Q (40931.000000 sec): 3 clusters
  Score: Raw -898818.142813 + Penalty 2984.832195 = -895833.310618
  nChanged 7
		SP:Iteration 43Q (40931.170000 sec): 3 clusters
  Score: Raw -898819.678745 + Penalty 2984.832195 = -895834.846551
  nChanged 4
		SP:Iteration 44Q (40931.320000 sec): 3 clusters
  Score: Raw -898820.244980 + Penalty 2984.832195 = -895835.412785
  nChanged 6
		SP:Iteration 45Q (40931.450000 sec): 3 clusters
  Score: Raw -898821.153722 + Penalty 2984.832195 = -895836.321528
  nChanged 2
		SP:Iteration 46Q (40931.600000 sec): 3 clusters
  Score: Raw -898821.404707 + Penalty 2984.832195 = -895836.572513
  nChanged 0
		SP:Iteration 47F (40931.780000 sec): 3 clusters
  Score: Raw -898821.404707 + Penalty 2984.832195 = -895836.572513
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 34 (1018 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (40931.860000 sec): 2 clusters
  Score: Raw -94145.100764 + Penalty 1125.409220 = -93019.691545
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (40931.880000 sec): 3 clusters
  Score: Raw -93826.102024 + Penalty 2250.818439 = -91575.283585
  nChanged 306
		SP:Iteration 1F (40931.900000 sec): 3 clusters
  Score: Raw -94090.184247 + Penalty 2250.818439 = -91839.365808
  nChanged 78
		SP:Iteration 2F (40931.920000 sec): 3 clusters
  Score: Raw -94179.073783 + Penalty 2250.818439 = -91928.255344
  nChanged 42
		SP:Iteration 3Q (40931.940000 sec): 3 clusters
  Score: Raw -94223.063066 + Penalty 2250.818439 = -91972.244627
  nChanged 22
		SP:Iteration 4Q (40931.960000 sec): 3 clusters
  Score: Raw -94245.699681 + Penalty 2250.818439 = -91994.881242
  nChanged 21
		SP:Iteration 5Q (40931.980000 sec): 3 clusters
  Score: Raw -94267.472474 + Penalty 2250.818439 = -92016.654035
  nChanged 20
		SP:Iteration 6Q (40932.000000 sec): 3 clusters
  Score: Raw -94291.884135 + Penalty 2250.818439 = -92041.065696
  nChanged 20
		SP:Iteration 7Q (40932.020000 sec): 3 clusters
  Score: Raw -94312.783771 + Penalty 2250.818439 = -92061.965332
  nChanged 18
		SP:Iteration 8Q (40932.050000 sec): 3 clusters
  Score: Raw -94327.269251 + Penalty 2250.818439 = -92076.450812
  nChanged 15
		SP:Iteration 9Q (40932.070000 sec): 3 clusters
  Score: Raw -94338.126524 + Penalty 2250.818439 = -92087.308084
  nChanged 8
		SP:Iteration 10Q (40932.090000 sec): 3 clusters
  Score: Raw -94346.878902 + Penalty 2250.818439 = -92096.060463
  nChanged 13
		SP:Iteration 11Q (40932.110000 sec): 3 clusters
  Score: Raw -94355.658716 + Penalty 2250.818439 = -92104.840277
  nChanged 7
		SP:Iteration 12Q (40932.130000 sec): 3 clusters
  Score: Raw -94360.549655 + Penalty 2250.818439 = -92109.731216
  nChanged 7
		SP:Iteration 13Q (40932.150000 sec): 3 clusters
  Score: Raw -94366.319749 + Penalty 2250.818439 = -92115.501310
  nChanged 6
		SP:Iteration 14Q (40932.170000 sec): 3 clusters
  Score: Raw -94369.318827 + Penalty 2250.818439 = -92118.500388
  nChanged 4
		SP:Iteration 15Q (40932.190000 sec): 3 clusters
  Score: Raw -94371.589370 + Penalty 2250.818439 = -92120.770931
  nChanged 1
		SP:Iteration 16Q (40932.210000 sec): 3 clusters
  Score: Raw -94373.131261 + Penalty 2250.818439 = -92122.312821
  nChanged 4
		SP:Iteration 17Q (40932.230000 sec): 3 clusters
  Score: Raw -94376.046784 + Penalty 2250.818439 = -92125.228345
  nChanged 3
		SP:Iteration 18Q (40932.250000 sec): 3 clusters
  Score: Raw -94378.024035 + Penalty 2250.818439 = -92127.205596
  nChanged 3
		SP:Iteration 19Q (40932.270000 sec): 3 clusters
  Score: Raw -94380.024479 + Penalty 2250.818439 = -92129.206040
  nChanged 2
		SP:Iteration 20F (40932.290000 sec): 3 clusters
  Score: Raw -94380.746723 + Penalty 2250.818439 = -92129.928284
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 35 (869 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (40932.340000 sec): 2 clusters
  Score: Raw -77286.134709 + Penalty 1099.693258 = -76186.441451
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (40932.360000 sec): 3 clusters
  Score: Raw -77039.572127 + Penalty 2199.386516 = -74840.185611
  nChanged 255
		SP:Iteration 1F (40932.380000 sec): 3 clusters
  Score: Raw -77314.340660 + Penalty 2199.386516 = -75114.954145
  nChanged 53
		SP:Iteration 2F (40932.390000 sec): 3 clusters
  Score: Raw -77370.800302 + Penalty 2199.386516 = -75171.413786
  nChanged 19
		SP:Iteration 3Q (40932.410000 sec): 3 clusters
  Score: Raw -77392.552212 + Penalty 2199.386516 = -75193.165696
  nChanged 13
		SP:Iteration 4Q (40932.430000 sec): 3 clusters
  Score: Raw -77407.020450 + Penalty 2199.386516 = -75207.633935
  nChanged 10
		SP:Iteration 5Q (40932.450000 sec): 3 clusters
  Score: Raw -77415.841832 + Penalty 2199.386516 = -75216.455316
  nChanged 5
		SP:Iteration 6Q (40932.470000 sec): 3 clusters
  Score: Raw -77422.692392 + Penalty 2199.386516 = -75223.305877
  nChanged 3
		SP:Iteration 7Q (40932.480000 sec): 3 clusters
  Score: Raw -77424.639761 + Penalty 2199.386516 = -75225.253245
  nChanged 2
		SP:Iteration 8Q (40932.500000 sec): 3 clusters
  Score: Raw -77426.583577 + Penalty 2199.386516 = -75227.197062
  nChanged 4
		SP:Iteration 9Q (40932.520000 sec): 3 clusters
  Score: Raw -77430.203697 + Penalty 2199.386516 = -75230.817182
  nChanged 2
		SP:Iteration 10Q (40932.540000 sec): 3 clusters
  Score: Raw -77432.846254 + Penalty 2199.386516 = -75233.459738
  nChanged 4
		SP:Iteration 11Q (40932.550000 sec): 3 clusters
  Score: Raw -77438.252890 + Penalty 2199.386516 = -75238.866374
  nChanged 4
		SP:Iteration 12Q (40932.570000 sec): 3 clusters
  Score: Raw -77443.569012 + Penalty 2199.386516 = -75244.182496
  nChanged 4
		SP:Iteration 13Q (40932.590000 sec): 3 clusters
  Score: Raw -77447.066506 + Penalty 2199.386516 = -75247.679990
  nChanged 1
		SP:Iteration 14Q (40932.610000 sec): 3 clusters
  Score: Raw -77447.953450 + Penalty 2199.386516 = -75248.566934
  nChanged 3
		SP:Iteration 15Q (40932.630000 sec): 3 clusters
  Score: Raw -77449.566660 + Penalty 2199.386516 = -75250.180144
  nChanged 2
		SP:Iteration 16Q (40932.650000 sec): 3 clusters
  Score: Raw -77451.176396 + Penalty 2199.386516 = -75251.789880
  nChanged 3
		SP:Iteration 17Q (40932.660000 sec): 3 clusters
  Score: Raw -77453.877347 + Penalty 2199.386516 = -75254.490832
  nChanged 1
		SP:Iteration 18Q (40932.680000 sec): 3 clusters
  Score: Raw -77455.096254 + Penalty 2199.386516 = -75255.709738
  nChanged 2
		SP:Iteration 19Q (40932.700000 sec): 3 clusters
  Score: Raw -77458.703950 + Penalty 2199.386516 = -75259.317434
  nChanged 3
		SP:Iteration 20F (40932.710000 sec): 3 clusters
  Score: Raw -77463.960372 + Penalty 2199.386516 = -75264.573857
  nChanged 3
		SP:Iteration 21Q (40932.730000 sec): 3 clusters
  Score: Raw -77467.237184 + Penalty 2199.386516 = -75267.850669
  nChanged 2
		SP:Iteration 22Q (40932.750000 sec): 3 clusters
  Score: Raw -77469.384750 + Penalty 2199.386516 = -75269.998234
  nChanged 1
		SP:Iteration 23Q (40932.770000 sec): 3 clusters
  Score: Raw -77470.069621 + Penalty 2199.386516 = -75270.683105
  nChanged 0
		SP:Iteration 24F (40932.790000 sec): 3 clusters
  Score: Raw -77470.069621 + Penalty 2199.386516 = -75270.683105
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 36 (2312 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (40932.850000 sec): 2 clusters
  Score: Raw -215080.000387 + Penalty 1258.703587 = -213821.296799
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (40932.900000 sec): 3 clusters
  Score: Raw -214038.850829 + Penalty 2517.407175 = -211521.443654
  nChanged 828
		SP:Iteration 1F (40932.950000 sec): 3 clusters
  Score: Raw -214526.217842 + Penalty 2517.407175 = -212008.810667
  nChanged 209
		SP:Iteration 2F (40932.990000 sec): 3 clusters
  Score: Raw -214660.755877 + Penalty 2517.407175 = -212143.348702
  nChanged 118
		SP:Iteration 3F (40933.030000 sec): 3 clusters
  Score: Raw -214742.649422 + Penalty 2517.407175 = -212225.242248
  nChanged 82
		SP:Iteration 4Q (40933.080000 sec): 3 clusters
  Score: Raw -214793.410259 + Penalty 2517.407175 = -212276.003084
  nChanged 68
		SP:Iteration 5Q (40933.130000 sec): 3 clusters
  Score: Raw -214838.427851 + Penalty 2517.407175 = -212321.020677
  nChanged 50
		SP:Iteration 6Q (40933.170000 sec): 3 clusters
  Score: Raw -214865.495771 + Penalty 2517.407175 = -212348.088596
  nChanged 43
		SP:Iteration 7Q (40933.220000 sec): 3 clusters
  Score: Raw -214885.919914 + Penalty 2517.407175 = -212368.512739
  nChanged 41
		SP:Iteration 8Q (40933.260000 sec): 3 clusters
  Score: Raw -214909.135781 + Penalty 2517.407175 = -212391.728606
  nChanged 40
		SP:Iteration 9Q (40933.310000 sec): 3 clusters
  Score: Raw -214934.440745 + Penalty 2517.407175 = -212417.033571
  nChanged 39
		SP:Iteration 10Q (40933.350000 sec): 3 clusters
  Score: Raw -214963.253351 + Penalty 2517.407175 = -212445.846176
  nChanged 47
		SP:Iteration 11Q (40933.400000 sec): 3 clusters
  Score: Raw -214998.353617 + Penalty 2517.407175 = -212480.946442
  nChanged 62
		SP:Iteration 12Q (40933.450000 sec): 3 clusters
  Score: Raw -215047.581682 + Penalty 2517.407175 = -212530.174507
  nChanged 72
		SP:Iteration 13Q (40933.490000 sec): 3 clusters
  Score: Raw -215117.601597 + Penalty 2517.407175 = -212600.194423
  nChanged 74
		SP:Iteration 14Q (40933.530000 sec): 3 clusters
  Score: Raw -215187.657852 + Penalty 2517.407175 = -212670.250677
  nChanged 77
		SP:Iteration 15Q (40933.580000 sec): 3 clusters
  Score: Raw -215253.380901 + Penalty 2517.407175 = -212735.973726
  nChanged 75
		SP:Iteration 16Q (40933.630000 sec): 3 clusters
  Score: Raw -215320.559730 + Penalty 2517.407175 = -212803.152556
  nChanged 59
		SP:Iteration 17Q (40933.670000 sec): 3 clusters
  Score: Raw -215363.735571 + Penalty 2517.407175 = -212846.328396
  nChanged 46
		SP:Iteration 18Q (40933.720000 sec): 3 clusters
  Score: Raw -215395.662764 + Penalty 2517.407175 = -212878.255590
  nChanged 40
		SP:Iteration 19Q (40933.760000 sec): 3 clusters
  Score: Raw -215426.537727 + Penalty 2517.407175 = -212909.130553
  nChanged 33
		SP:Iteration 20F (40933.810000 sec): 3 clusters
  Score: Raw -215448.279751 + Penalty 2517.407175 = -212930.872576
  nChanged 34
		SP:Iteration 21Q (40933.850000 sec): 3 clusters
  Score: Raw -215475.067209 + Penalty 2517.407175 = -212957.660034
  nChanged 25
		SP:Iteration 22Q (40933.890000 sec): 3 clusters
  Score: Raw -215493.876054 + Penalty 2517.407175 = -212976.468879
  nChanged 26
		SP:Iteration 23Q (40933.950000 sec): 3 clusters
  Score: Raw -215512.668935 + Penalty 2517.407175 = -212995.261760
  nChanged 22
		SP:Iteration 24Q (40933.990000 sec): 3 clusters
  Score: Raw -215530.323567 + Penalty 2517.407175 = -213012.916392
  nChanged 19
		SP:Iteration 25Q (40934.030000 sec): 3 clusters
  Score: Raw -215541.039713 + Penalty 2517.407175 = -213023.632538
  nChanged 22
		SP:Iteration 26Q (40934.080000 sec): 3 clusters
  Score: Raw -215552.753895 + Penalty 2517.407175 = -213035.346720
  nChanged 13
		SP:Iteration 27Q (40934.130000 sec): 3 clusters
  Score: Raw -215558.979622 + Penalty 2517.407175 = -213041.572447
  nChanged 8
		SP:Iteration 28Q (40934.170000 sec): 3 clusters
  Score: Raw -215563.979545 + Penalty 2517.407175 = -213046.572370
  nChanged 9
		SP:Iteration 29Q (40934.210000 sec): 3 clusters
  Score: Raw -215567.380516 + Penalty 2517.407175 = -213049.973342
  nChanged 7
		SP:Iteration 30Q (40934.260000 sec): 3 clusters
  Score: Raw -215571.794287 + Penalty 2517.407175 = -213054.387113
  nChanged 7
		SP:Iteration 31Q (40934.300000 sec): 3 clusters
  Score: Raw -215575.139183 + Penalty 2517.407175 = -213057.732008
  nChanged 7
		SP:Iteration 32Q (40934.350000 sec): 3 clusters
  Score: Raw -215578.316302 + Penalty 2517.407175 = -213060.909127
  nChanged 6
		SP:Iteration 33Q (40934.390000 sec): 3 clusters
  Score: Raw -215581.042363 + Penalty 2517.407175 = -213063.635189
  nChanged 8
		SP:Iteration 34Q (40934.430000 sec): 3 clusters
  Score: Raw -215583.311713 + Penalty 2517.407175 = -213065.904538
  nChanged 3
		SP:Iteration 35Q (40934.480000 sec): 3 clusters
  Score: Raw -215584.865381 + Penalty 2517.407175 = -213067.458206
  nChanged 3
		SP:Iteration 36Q (40934.520000 sec): 3 clusters
  Score: Raw -215586.203506 + Penalty 2517.407175 = -213068.796332
  nChanged 2
		SP:Iteration 37Q (40934.570000 sec): 3 clusters
  Score: Raw -215587.123397 + Penalty 2517.407175 = -213069.716223
  nChanged 2
		SP:Iteration 38Q (40934.610000 sec): 3 clusters
  Score: Raw -215588.253256 + Penalty 2517.407175 = -213070.846082
  nChanged 0
		SP:Iteration 39F (40934.660000 sec): 3 clusters
  Score: Raw -215588.253256 + Penalty 2517.407175 = -213070.846082
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 37 (6818 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (40934.760000 sec): 2 clusters
  Score: Raw -609817.390226 + Penalty 1434.439736 = -608382.950490
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (40934.910000 sec): 3 clusters
  Score: Raw -606098.066409 + Penalty 2868.879472 = -603229.186937
  nChanged 2793
		SP:Iteration 1F (40935.020000 sec): 3 clusters
  Score: Raw -607617.118496 + Penalty 2868.879472 = -604748.239024
  nChanged 471
		SP:Iteration 2F (40935.130000 sec): 3 clusters
  Score: Raw -607878.617979 + Penalty 2868.879472 = -605009.738507
  nChanged 384
		SP:Iteration 3F (40935.240000 sec): 3 clusters
  Score: Raw -608087.503574 + Penalty 2868.879472 = -605218.624102
  nChanged 361
		SP:Iteration 4F (40935.350000 sec): 3 clusters
  Score: Raw -608288.397200 + Penalty 2868.879472 = -605419.517728
  nChanged 333
		SP:Iteration 5Q (40935.460000 sec): 3 clusters
  Score: Raw -608454.415058 + Penalty 2868.879472 = -605585.535586
  nChanged 291
		SP:Iteration 6Q (40935.580000 sec): 3 clusters
  Score: Raw -608592.619587 + Penalty 2868.879472 = -605723.740115
  nChanged 244
		SP:Iteration 7Q (40935.790000 sec): 3 clusters
  Score: Raw -608707.864706 + Penalty 2868.879472 = -605838.985234
  nChanged 232
		SP:Iteration 8Q (40935.930000 sec): 3 clusters
  Score: Raw -608809.099591 + Penalty 2868.879472 = -605940.220119
  nChanged 204
		SP:Iteration 9Q (40936.050000 sec): 3 clusters
  Score: Raw -608891.752086 + Penalty 2868.879472 = -606022.872614
  nChanged 166
		SP:Iteration 10Q (40936.170000 sec): 3 clusters
  Score: Raw -608958.428155 + Penalty 2868.879472 = -606089.548683
  nChanged 165
		SP:Iteration 11Q (40936.290000 sec): 3 clusters
  Score: Raw -609023.494752 + Penalty 2868.879472 = -606154.615280
  nChanged 169
		SP:Iteration 12Q (40936.410000 sec): 3 clusters
  Score: Raw -609093.469056 + Penalty 2868.879472 = -606224.589584
  nChanged 178
		SP:Iteration 13Q (40936.530000 sec): 3 clusters
  Score: Raw -609172.745429 + Penalty 2868.879472 = -606303.865957
  nChanged 177
		SP:Iteration 14Q (40936.660000 sec): 3 clusters
  Score: Raw -609268.362477 + Penalty 2868.879472 = -606399.483005
  nChanged 179
		SP:Iteration 15Q (40936.780000 sec): 3 clusters
  Score: Raw -609358.176827 + Penalty 2868.879472 = -606489.297355
  nChanged 165
		SP:Iteration 16Q (40936.900000 sec): 3 clusters
  Score: Raw -609436.727601 + Penalty 2868.879472 = -606567.848129
  nChanged 155
		SP:Iteration 17Q (40937.030000 sec): 3 clusters
  Score: Raw -609513.927072 + Penalty 2868.879472 = -606645.047600
  nChanged 138
		SP:Iteration 18Q (40937.150000 sec): 3 clusters
  Score: Raw -609585.038567 + Penalty 2868.879472 = -606716.159095
  nChanged 120
		SP:Iteration 19Q (40937.270000 sec): 3 clusters
  Score: Raw -609650.406645 + Penalty 2868.879472 = -606781.527173
  nChanged 111
		SP:Iteration 20F (40937.390000 sec): 3 clusters
  Score: Raw -609715.509637 + Penalty 2868.879472 = -606846.630165
  nChanged 115
		SP:Iteration 21Q (40937.510000 sec): 3 clusters
  Score: Raw -609782.824775 + Penalty 2868.879472 = -606913.945303
  nChanged 94
		SP:Iteration 22Q (40937.630000 sec): 3 clusters
  Score: Raw -609836.307333 + Penalty 2868.879472 = -606967.427861
  nChanged 62
		SP:Iteration 23Q (40937.760000 sec): 3 clusters
  Score: Raw -609870.897539 + Penalty 2868.879472 = -607002.018067
  nChanged 56
		SP:Iteration 24Q (40937.880000 sec): 3 clusters
  Score: Raw -609900.030704 + Penalty 2868.879472 = -607031.151232
  nChanged 38
		SP:Iteration 25Q (40938.000000 sec): 3 clusters
  Score: Raw -609922.226546 + Penalty 2868.879472 = -607053.347074
  nChanged 41
		SP:Iteration 26Q (40938.120000 sec): 3 clusters
  Score: Raw -609942.778279 + Penalty 2868.879472 = -607073.898807
  nChanged 27
		SP:Iteration 27Q (40938.240000 sec): 3 clusters
  Score: Raw -609954.003394 + Penalty 2868.879472 = -607085.123922
  nChanged 20
		SP:Iteration 28Q (40938.350000 sec): 3 clusters
  Score: Raw -609964.085935 + Penalty 2868.879472 = -607095.206463
  nChanged 21
		SP:Iteration 29Q (40938.470000 sec): 3 clusters
  Score: Raw -609976.768948 + Penalty 2868.879472 = -607107.889476
  nChanged 25
		SP:Iteration 30Q (40938.590000 sec): 3 clusters
  Score: Raw -609989.014916 + Penalty 2868.879472 = -607120.135444
  nChanged 18
		SP:Iteration 31Q (40938.710000 sec): 3 clusters
  Score: Raw -610000.928926 + Penalty 2868.879472 = -607132.049454
  nChanged 21
		SP:Iteration 32Q (40938.830000 sec): 3 clusters
  Score: Raw -610018.348924 + Penalty 2868.879472 = -607149.469452
  nChanged 20
		SP:Iteration 33Q (40938.950000 sec): 3 clusters
  Score: Raw -610031.602161 + Penalty 2868.879472 = -607162.722688
  nChanged 11
		SP:Iteration 34Q (40939.070000 sec): 3 clusters
  Score: Raw -610040.662464 + Penalty 2868.879472 = -607171.782992
  nChanged 15
		SP:Iteration 35Q (40939.180000 sec): 3 clusters
  Score: Raw -610047.803362 + Penalty 2868.879472 = -607178.923890
  nChanged 11
		SP:Iteration 36Q (40939.300000 sec): 3 clusters
  Score: Raw -610053.952209 + Penalty 2868.879472 = -607185.072737
  nChanged 7
		SP:Iteration 37Q (40939.410000 sec): 3 clusters
  Score: Raw -610059.275009 + Penalty 2868.879472 = -607190.395537
  nChanged 5
		SP:Iteration 38Q (40939.530000 sec): 3 clusters
  Score: Raw -610061.896022 + Penalty 2868.879472 = -607193.016550
  nChanged 3
		SP:Iteration 39Q (40939.650000 sec): 3 clusters
  Score: Raw -610063.465462 + Penalty 2868.879472 = -607194.585990
  nChanged 1
		SP:Iteration 40F (40939.770000 sec): 3 clusters
  Score: Raw -610064.184308 + Penalty 2868.879472 = -607195.304836
  nChanged 1
		SP:Iteration 41Q (40939.890000 sec): 3 clusters
  Score: Raw -610065.177665 + Penalty 2868.879472 = -607196.298193
  nChanged 0
		SP:Iteration 42F (40940.010000 sec): 3 clusters
  Score: Raw -610065.177665 + Penalty 2868.879472 = -607196.298193
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 38 (14013 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (40940.170000 sec): 2 clusters
  Score: Raw -1147624.705099 + Penalty 1551.507872 = -1146073.197228
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (40940.400000 sec): 3 clusters
  Score: Raw -1139428.321607 + Penalty 3103.015743 = -1136325.305863
  nChanged 6246
		SP:Iteration 1F (40940.600000 sec): 3 clusters
  Score: Raw -1143244.228179 + Penalty 3103.015743 = -1140141.212436
  nChanged 1069
		SP:Iteration 2F (40940.790000 sec): 3 clusters
  Score: Raw -1144003.963074 + Penalty 3103.015743 = -1140900.947331
  nChanged 1004
		SP:Iteration 3F (40940.980000 sec): 3 clusters
  Score: Raw -1144747.878938 + Penalty 3103.015743 = -1141644.863194
  nChanged 952
		SP:Iteration 4F (40941.170000 sec): 3 clusters
  Score: Raw -1145464.393492 + Penalty 3103.015743 = -1142361.377749
  nChanged 874
		SP:Iteration 5F (40941.420000 sec): 3 clusters
  Score: Raw -1146093.518256 + Penalty 3103.015743 = -1142990.502513
  nChanged 753
		SP:Iteration 6F (40941.620000 sec): 3 clusters
  Score: Raw -1146558.920877 + Penalty 3103.015743 = -1143455.905133
  nChanged 579
		SP:Iteration 7Q (40941.810000 sec): 3 clusters
  Score: Raw -1146895.758906 + Penalty 3103.015743 = -1143792.743162
  nChanged 490
		SP:Iteration 8Q (40942.010000 sec): 3 clusters
  Score: Raw -1147140.073493 + Penalty 3103.015743 = -1144037.057750
  nChanged 389
		SP:Iteration 9Q (40942.250000 sec): 3 clusters
  Score: Raw -1147322.749215 + Penalty 3103.015743 = -1144219.733472
  nChanged 341
		SP:Iteration 10Q (40942.450000 sec): 3 clusters
  Score: Raw -1147472.765884 + Penalty 3103.015743 = -1144369.750140
  nChanged 278
		SP:Iteration 11Q (40942.640000 sec): 3 clusters
  Score: Raw -1147588.201333 + Penalty 3103.015743 = -1144485.185589
  nChanged 220
		SP:Iteration 12Q (40942.840000 sec): 3 clusters
  Score: Raw -1147664.962469 + Penalty 3103.015743 = -1144561.946725
  nChanged 207
		SP:Iteration 13Q (40943.030000 sec): 3 clusters
  Score: Raw -1147725.478402 + Penalty 3103.015743 = -1144622.462658
  nChanged 165
		SP:Iteration 14Q (40943.270000 sec): 3 clusters
  Score: Raw -1147768.425811 + Penalty 3103.015743 = -1144665.410068
  nChanged 140
		SP:Iteration 15Q (40943.460000 sec): 3 clusters
  Score: Raw -1147802.448740 + Penalty 3103.015743 = -1144699.432997
  nChanged 124
		SP:Iteration 16Q (40943.660000 sec): 3 clusters
  Score: Raw -1147836.394300 + Penalty 3103.015743 = -1144733.378557
  nChanged 128
		SP:Iteration 17Q (40943.850000 sec): 3 clusters
  Score: Raw -1147871.082241 + Penalty 3103.015743 = -1144768.066498
  nChanged 118
		SP:Iteration 18Q (40944.040000 sec): 3 clusters
  Score: Raw -1147896.430082 + Penalty 3103.015743 = -1144793.414338
  nChanged 102
		SP:Iteration 19Q (40944.280000 sec): 3 clusters
  Score: Raw -1147920.846853 + Penalty 3103.015743 = -1144817.831110
  nChanged 104
		SP:Iteration 20F (40944.470000 sec): 3 clusters
  Score: Raw -1147941.752195 + Penalty 3103.015743 = -1144838.736451
  nChanged 78
		SP:Iteration 21Q (40944.660000 sec): 3 clusters
  Score: Raw -1147956.365346 + Penalty 3103.015743 = -1144853.349603
  nChanged 63
		SP:Iteration 22Q (40944.900000 sec): 3 clusters
  Score: Raw -1147965.430400 + Penalty 3103.015743 = -1144862.414657
  nChanged 54
		SP:Iteration 23Q (40945.090000 sec): 3 clusters
  Score: Raw -1147974.411784 + Penalty 3103.015743 = -1144871.396041
  nChanged 55
		SP:Iteration 24Q (40945.280000 sec): 3 clusters
  Score: Raw -1147982.548691 + Penalty 3103.015743 = -1144879.532948
  nChanged 44
		SP:Iteration 25Q (40945.530000 sec): 3 clusters
  Score: Raw -1147989.454313 + Penalty 3103.015743 = -1144886.438570
  nChanged 40
		SP:Iteration 26Q (40945.720000 sec): 3 clusters
  Score: Raw -1147994.454169 + Penalty 3103.015743 = -1144891.438426
  nChanged 31
		SP:Iteration 27Q (40945.910000 sec): 3 clusters
  Score: Raw -1147997.965461 + Penalty 3103.015743 = -1144894.949717
  nChanged 22
		SP:Iteration 28Q (40946.150000 sec): 3 clusters
  Score: Raw -1148000.360179 + Penalty 3103.015743 = -1144897.344436
  nChanged 19
		SP:Iteration 29Q (40946.340000 sec): 3 clusters
  Score: Raw -1148002.417272 + Penalty 3103.015743 = -1144899.401528
  nChanged 19
		SP:Iteration 30Q (40946.540000 sec): 3 clusters
  Score: Raw -1148005.221171 + Penalty 3103.015743 = -1144902.205428
  nChanged 21
		SP:Iteration 31Q (40946.730000 sec): 3 clusters
  Score: Raw -1148008.430329 + Penalty 3103.015743 = -1144905.414585
  nChanged 20
		SP:Iteration 32Q (40946.970000 sec): 3 clusters
  Score: Raw -1148011.773789 + Penalty 3103.015743 = -1144908.758045
  nChanged 23
		SP:Iteration 33Q (40947.160000 sec): 3 clusters
  Score: Raw -1148014.462022 + Penalty 3103.015743 = -1144911.446278
  nChanged 22
		SP:Iteration 34Q (40947.350000 sec): 3 clusters
  Score: Raw -1148017.418077 + Penalty 3103.015743 = -1144914.402333
  nChanged 19
		SP:Iteration 35Q (40947.540000 sec): 3 clusters
  Score: Raw -1148020.142399 + Penalty 3103.015743 = -1144917.126656
  nChanged 30
		SP:Iteration 36Q (40947.780000 sec): 3 clusters
  Score: Raw -1148025.169087 + Penalty 3103.015743 = -1144922.153343
  nChanged 38
		SP:Iteration 37Q (40947.980000 sec): 3 clusters
  Score: Raw -1148030.230088 + Penalty 3103.015743 = -1144927.214344
  nChanged 30
		SP:Iteration 38Q (40948.180000 sec): 3 clusters
  Score: Raw -1148033.484499 + Penalty 3103.015743 = -1144930.468755
  nChanged 27
		SP:Iteration 39Q (40948.370000 sec): 3 clusters
  Score: Raw -1148036.048373 + Penalty 3103.015743 = -1144933.032629
  nChanged 21
		SP:Iteration 40F (40948.620000 sec): 3 clusters
  Score: Raw -1148038.787376 + Penalty 3103.015743 = -1144935.771632
  nChanged 25
		SP:Iteration 41Q (40948.810000 sec): 3 clusters
  Score: Raw -1148041.325051 + Penalty 3103.015743 = -1144938.309308
  nChanged 23
		SP:Iteration 42Q (40949.000000 sec): 3 clusters
  Score: Raw -1148043.705502 + Penalty 3103.015743 = -1144940.689759
  nChanged 18
		SP:Iteration 43Q (40949.190000 sec): 3 clusters
  Score: Raw -1148045.646792 + Penalty 3103.015743 = -1144942.631048
  nChanged 16
		SP:Iteration 44Q (40949.430000 sec): 3 clusters
  Score: Raw -1148047.698874 + Penalty 3103.015743 = -1144944.683130
  nChanged 13
		SP:Iteration 45Q (40949.620000 sec): 3 clusters
  Score: Raw -1148048.890359 + Penalty 3103.015743 = -1144945.874615
  nChanged 12
		SP:Iteration 46Q (40949.810000 sec): 3 clusters
  Score: Raw -1148049.931638 + Penalty 3103.015743 = -1144946.915895
  nChanged 7
		SP:Iteration 47Q (40950.060000 sec): 3 clusters
  Score: Raw -1148050.411081 + Penalty 3103.015743 = -1144947.395337
  nChanged 7
		SP:Iteration 48Q (40950.240000 sec): 3 clusters
  Score: Raw -1148050.933465 + Penalty 3103.015743 = -1144947.917722
  nChanged 8
		SP:Iteration 49Q (40950.440000 sec): 3 clusters
  Score: Raw -1148051.685454 + Penalty 3103.015743 = -1144948.669710
  nChanged 12
		SP:Iteration 50Q (40950.630000 sec): 3 clusters
  Score: Raw -1148052.694802 + Penalty 3103.015743 = -1144949.679059
  nChanged 10
		SP:Iteration 51Q (40950.870000 sec): 3 clusters
  Score: Raw -1148053.786963 + Penalty 3103.015743 = -1144950.771219
  nChanged 15
		SP:Iteration 52Q (40951.060000 sec): 3 clusters
  Score: Raw -1148055.127751 + Penalty 3103.015743 = -1144952.112008
  nChanged 13
		SP:Iteration 53Q (40951.250000 sec): 3 clusters
  Score: Raw -1148056.438276 + Penalty 3103.015743 = -1144953.422533
  nChanged 11
		SP:Iteration 54Q (40951.500000 sec): 3 clusters
  Score: Raw -1148058.107023 + Penalty 3103.015743 = -1144955.091280
  nChanged 21
		SP:Iteration 55Q (40951.680000 sec): 3 clusters
  Score: Raw -1148060.553042 + Penalty 3103.015743 = -1144957.537299
  nChanged 14
		SP:Iteration 56Q (40951.880000 sec): 3 clusters
  Score: Raw -1148062.311866 + Penalty 3103.015743 = -1144959.296123
  nChanged 11
		SP:Iteration 57Q (40952.070000 sec): 3 clusters
  Score: Raw -1148063.620504 + Penalty 3103.015743 = -1144960.604761
  nChanged 13
		SP:Iteration 58Q (40952.310000 sec): 3 clusters
  Score: Raw -1148065.371548 + Penalty 3103.015743 = -1144962.355805
  nChanged 8
		SP:Iteration 59Q (40952.500000 sec): 3 clusters
  Score: Raw -1148066.425624 + Penalty 3103.015743 = -1144963.409880
  nChanged 10
		SP:Iteration 60F (40952.690000 sec): 3 clusters
  Score: Raw -1148067.742636 + Penalty 3103.015743 = -1144964.726892
  nChanged 13
		SP:Iteration 61Q (40952.880000 sec): 3 clusters
  Score: Raw -1148069.017288 + Penalty 3103.015743 = -1144966.001545
  nChanged 8
		SP:Iteration 62Q (40953.120000 sec): 3 clusters
  Score: Raw -1148069.762112 + Penalty 3103.015743 = -1144966.746369
  nChanged 8
		SP:Iteration 63Q (40953.310000 sec): 3 clusters
  Score: Raw -1148070.986375 + Penalty 3103.015743 = -1144967.970632
  nChanged 8
		SP:Iteration 64Q (40953.500000 sec): 3 clusters
  Score: Raw -1148071.938676 + Penalty 3103.015743 = -1144968.922933
  nChanged 15
		SP:Iteration 65Q (40953.730000 sec): 3 clusters
  Score: Raw -1148073.160058 + Penalty 3103.015743 = -1144970.144314
  nChanged 11
		SP:Iteration 66Q (40953.920000 sec): 3 clusters
  Score: Raw -1148073.944225 + Penalty 3103.015743 = -1144970.928482
  nChanged 12
		SP:Iteration 67Q (40954.150000 sec): 3 clusters
  Score: Raw -1148075.357651 + Penalty 3103.015743 = -1144972.341908
  nChanged 16
		SP:Iteration 68Q (40954.340000 sec): 3 clusters
  Score: Raw -1148077.504300 + Penalty 3103.015743 = -1144974.488557
  nChanged 20
		SP:Iteration 69Q (40954.530000 sec): 3 clusters
  Score: Raw -1148079.840755 + Penalty 3103.015743 = -1144976.825011
  nChanged 14
		SP:Iteration 70Q (40954.780000 sec): 3 clusters
  Score: Raw -1148081.240802 + Penalty 3103.015743 = -1144978.225059
  nChanged 15
		SP:Iteration 71Q (40954.970000 sec): 3 clusters
  Score: Raw -1148083.020611 + Penalty 3103.015743 = -1144980.004867
  nChanged 14
		SP:Iteration 72Q (40955.160000 sec): 3 clusters
  Score: Raw -1148084.979967 + Penalty 3103.015743 = -1144981.964224
  nChanged 23
		SP:Iteration 73Q (40955.400000 sec): 3 clusters
  Score: Raw -1148087.627307 + Penalty 3103.015743 = -1144984.611564
  nChanged 15
		SP:Iteration 74Q (40955.590000 sec): 3 clusters
  Score: Raw -1148088.965919 + Penalty 3103.015743 = -1144985.950176
  nChanged 9
		SP:Iteration 75Q (40955.780000 sec): 3 clusters
  Score: Raw -1148089.996817 + Penalty 3103.015743 = -1144986.981074
  nChanged 10
		SP:Iteration 76Q (40956.020000 sec): 3 clusters
  Score: Raw -1148090.829034 + Penalty 3103.015743 = -1144987.813291
  nChanged 8
		SP:Iteration 77Q (40956.210000 sec): 3 clusters
  Score: Raw -1148091.597300 + Penalty 3103.015743 = -1144988.581557
  nChanged 8
		SP:Iteration 78Q (40956.410000 sec): 3 clusters
  Score: Raw -1148092.022667 + Penalty 3103.015743 = -1144989.006923
  nChanged 7
		SP:Iteration 79Q (40956.600000 sec): 3 clusters
  Score: Raw -1148092.481615 + Penalty 3103.015743 = -1144989.465872
  nChanged 2
		SP:Iteration 80F (40956.840000 sec): 3 clusters
  Score: Raw -1148092.621515 + Penalty 3103.015743 = -1144989.605771
  nChanged 2
		SP:Iteration 81Q (40957.040000 sec): 3 clusters
  Score: Raw -1148092.743530 + Penalty 3103.015743 = -1144989.727786
  nChanged 4
		SP:Iteration 82Q (40957.230000 sec): 3 clusters
  Score: Raw -1148093.071088 + Penalty 3103.015743 = -1144990.055344
  nChanged 5
		SP:Iteration 83Q (40957.420000 sec): 3 clusters
  Score: Raw -1148093.514267 + Penalty 3103.015743 = -1144990.498524
  nChanged 6
		SP:Iteration 84Q (40957.660000 sec): 3 clusters
  Score: Raw -1148093.850243 + Penalty 3103.015743 = -1144990.834500
  nChanged 4
		SP:Iteration 85Q (40957.850000 sec): 3 clusters
  Score: Raw -1148094.079767 + Penalty 3103.015743 = -1144991.064023
  nChanged 4
		SP:Iteration 86Q (40958.040000 sec): 3 clusters
  Score: Raw -1148094.323398 + Penalty 3103.015743 = -1144991.307655
  nChanged 2
		SP:Iteration 87Q (40958.230000 sec): 3 clusters
  Score: Raw -1148094.499710 + Penalty 3103.015743 = -1144991.483966
  nChanged 2
		SP:Iteration 88Q (40958.470000 sec): 3 clusters
  Score: Raw -1148094.668142 + Penalty 3103.015743 = -1144991.652398
  nChanged 1
		SP:Iteration 89Q (40958.660000 sec): 3 clusters
  Score: Raw -1148094.724807 + Penalty 3103.015743 = -1144991.709064
  nChanged 0
		SP:Iteration 90F (40958.860000 sec): 3 clusters
  Score: Raw -1148094.724807 + Penalty 3103.015743 = -1144991.709064
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 39 (4985 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (40958.930000 sec): 2 clusters
  Score: Raw -429496.657986 + Penalty 1383.555661 = -428113.102325
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (40959.050000 sec): 3 clusters
  Score: Raw -426882.580226 + Penalty 2767.111322 = -424115.468904
  nChanged 2056
		SP:Iteration 1F (40959.140000 sec): 3 clusters
  Score: Raw -427991.783385 + Penalty 2767.111322 = -425224.672063
  nChanged 331
		SP:Iteration 2F (40959.230000 sec): 3 clusters
  Score: Raw -428134.494639 + Penalty 2767.111322 = -425367.383317
  nChanged 233
		SP:Iteration 3Q (40959.330000 sec): 3 clusters
  Score: Raw -428219.326784 + Penalty 2767.111322 = -425452.215462
  nChanged 160
		SP:Iteration 4Q (40959.420000 sec): 3 clusters
  Score: Raw -428276.887075 + Penalty 2767.111322 = -425509.775754
  nChanged 117
		SP:Iteration 5Q (40959.520000 sec): 3 clusters
  Score: Raw -428322.841117 + Penalty 2767.111322 = -425555.729795
  nChanged 108
		SP:Iteration 6Q (40959.620000 sec): 3 clusters
  Score: Raw -428359.610780 + Penalty 2767.111322 = -425592.499459
  nChanged 95
		SP:Iteration 7Q (40959.710000 sec): 3 clusters
  Score: Raw -428391.996176 + Penalty 2767.111322 = -425624.884854
  nChanged 98
		SP:Iteration 8Q (40959.810000 sec): 3 clusters
  Score: Raw -428429.636364 + Penalty 2767.111322 = -425662.525042
  nChanged 95
		SP:Iteration 9Q (40959.900000 sec): 3 clusters
  Score: Raw -428468.860563 + Penalty 2767.111322 = -425701.749241
  nChanged 80
		SP:Iteration 10Q (40960.000000 sec): 3 clusters
  Score: Raw -428498.577317 + Penalty 2767.111322 = -425731.465996
  nChanged 80
		SP:Iteration 11Q (40960.090000 sec): 3 clusters
  Score: Raw -428528.386621 + Penalty 2767.111322 = -425761.275299
  nChanged 79
		SP:Iteration 12Q (40960.190000 sec): 3 clusters
  Score: Raw -428556.621979 + Penalty 2767.111322 = -425789.510657
  nChanged 72
		SP:Iteration 13Q (40960.280000 sec): 3 clusters
  Score: Raw -428579.011976 + Penalty 2767.111322 = -425811.900654
  nChanged 78
		SP:Iteration 14Q (40960.380000 sec): 3 clusters
  Score: Raw -428608.773493 + Penalty 2767.111322 = -425841.662172
  nChanged 83
		SP:Iteration 15Q (40960.480000 sec): 3 clusters
  Score: Raw -428638.374912 + Penalty 2767.111322 = -425871.263590
  nChanged 83
		SP:Iteration 16Q (40960.570000 sec): 3 clusters
  Score: Raw -428672.263710 + Penalty 2767.111322 = -425905.152388
  nChanged 110
		SP:Iteration 17Q (40960.670000 sec): 3 clusters
  Score: Raw -428720.965380 + Penalty 2767.111322 = -425953.854058
  nChanged 110
		SP:Iteration 18Q (40960.760000 sec): 3 clusters
  Score: Raw -428780.098252 + Penalty 2767.111322 = -426012.986930
  nChanged 124
		SP:Iteration 19Q (40960.860000 sec): 3 clusters
  Score: Raw -428859.213833 + Penalty 2767.111322 = -426092.102511
  nChanged 124
		SP:Iteration 20F (40960.950000 sec): 3 clusters
  Score: Raw -428926.541290 + Penalty 2767.111322 = -426159.429968
  nChanged 109
		SP:Iteration 21Q (40961.040000 sec): 3 clusters
  Score: Raw -428988.895737 + Penalty 2767.111322 = -426221.784415
  nChanged 102
		SP:Iteration 22Q (40961.140000 sec): 3 clusters
  Score: Raw -429050.571582 + Penalty 2767.111322 = -426283.460260
  nChanged 104
		SP:Iteration 23Q (40961.230000 sec): 3 clusters
  Score: Raw -429112.139732 + Penalty 2767.111322 = -426345.028410
  nChanged 112
		SP:Iteration 24Q (40961.320000 sec): 3 clusters
  Score: Raw -429175.642143 + Penalty 2767.111322 = -426408.530821
  nChanged 92
		SP:Iteration 25Q (40961.420000 sec): 3 clusters
  Score: Raw -429227.921756 + Penalty 2767.111322 = -426460.810434
  nChanged 75
		SP:Iteration 26Q (40961.510000 sec): 3 clusters
  Score: Raw -429277.979682 + Penalty 2767.111322 = -426510.868360
  nChanged 82
		SP:Iteration 27Q (40961.600000 sec): 3 clusters
  Score: Raw -429336.202963 + Penalty 2767.111322 = -426569.091641
  nChanged 74
		SP:Iteration 28Q (40961.690000 sec): 3 clusters
  Score: Raw -429393.765500 + Penalty 2767.111322 = -426626.654178
  nChanged 76
		SP:Iteration 29Q (40961.780000 sec): 3 clusters
  Score: Raw -429456.799949 + Penalty 2767.111322 = -426689.688628
  nChanged 54
		SP:Iteration 30Q (40961.880000 sec): 3 clusters
  Score: Raw -429506.461365 + Penalty 2767.111322 = -426739.350043
  nChanged 40
		SP:Iteration 31Q (40961.960000 sec): 3 clusters
  Score: Raw -429543.829559 + Penalty 2767.111322 = -426776.718238
  nChanged 39
		SP:Iteration 32Q (40962.060000 sec): 3 clusters
  Score: Raw -429584.280350 + Penalty 2767.111322 = -426817.169028
  nChanged 28
		SP:Iteration 33Q (40962.140000 sec): 3 clusters
  Score: Raw -429612.657895 + Penalty 2767.111322 = -426845.546573
  nChanged 19
		SP:Iteration 34Q (40962.240000 sec): 3 clusters
  Score: Raw -429629.380138 + Penalty 2767.111322 = -426862.268816
  nChanged 11
		SP:Iteration 35Q (40962.320000 sec): 3 clusters
  Score: Raw -429639.386587 + Penalty 2767.111322 = -426872.275265
  nChanged 8
		SP:Iteration 36Q (40962.410000 sec): 3 clusters
  Score: Raw -429648.454284 + Penalty 2767.111322 = -426881.342962
  nChanged 8
		SP:Iteration 37Q (40962.500000 sec): 3 clusters
  Score: Raw -429654.741297 + Penalty 2767.111322 = -426887.629975
  nChanged 2
		SP:Iteration 38Q (40962.590000 sec): 3 clusters
  Score: Raw -429656.306997 + Penalty 2767.111322 = -426889.195675
  nChanged 2
		SP:Iteration 39Q (40962.680000 sec): 3 clusters
  Score: Raw -429658.335845 + Penalty 2767.111322 = -426891.224523
  nChanged 2
		SP:Iteration 40F (40962.770000 sec): 3 clusters
  Score: Raw -429661.908530 + Penalty 2767.111322 = -426894.797208
  nChanged 5
		SP:Iteration 41Q (40962.860000 sec): 3 clusters
  Score: Raw -429668.450926 + Penalty 2767.111322 = -426901.339604
  nChanged 2
		SP:Iteration 42Q (40962.950000 sec): 3 clusters
  Score: Raw -429669.987652 + Penalty 2767.111322 = -426902.876330
  nChanged 1
		SP:Iteration 43Q (40963.040000 sec): 3 clusters
  Score: Raw -429670.425491 + Penalty 2767.111322 = -426903.314169
  nChanged 0
		SP:Iteration 44F (40963.130000 sec): 3 clusters
  Score: Raw -429670.425491 + Penalty 2767.111322 = -426903.314169
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 40 (18378 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (40963.320000 sec): 2 clusters
  Score: Raw -1671823.168908 + Penalty 1595.572806 = -1670227.596102
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (40963.590000 sec): 3 clusters
  Score: Raw -1660786.059984 + Penalty 3191.145612 = -1657594.914372
  nChanged 8261
		SP:Iteration 1F (40963.830000 sec): 3 clusters
  Score: Raw -1665160.818931 + Penalty 3191.145612 = -1661969.673319
  nChanged 922
		SP:Iteration 2F (40964.070000 sec): 3 clusters
  Score: Raw -1665457.300247 + Penalty 3191.145612 = -1662266.154634
  nChanged 829
		SP:Iteration 3Q (40964.320000 sec): 3 clusters
  Score: Raw -1665742.617658 + Penalty 3191.145612 = -1662551.472046
  nChanged 772
		SP:Iteration 4Q (40964.560000 sec): 3 clusters
  Score: Raw -1666034.808946 + Penalty 3191.145612 = -1662843.663334
  nChanged 798
		SP:Iteration 5Q (40964.850000 sec): 3 clusters
  Score: Raw -1666398.999030 + Penalty 3191.145612 = -1663207.853418
  nChanged 935
		SP:Iteration 6F (40965.080000 sec): 3 clusters
  Score: Raw -1666906.482731 + Penalty 3191.145612 = -1663715.337119
  nChanged 1133
		SP:Iteration 7F (40965.340000 sec): 3 clusters
  Score: Raw -1667649.259657 + Penalty 3191.145612 = -1664458.114045
  nChanged 1336
		SP:Iteration 8F (40965.610000 sec): 3 clusters
  Score: Raw -1668671.212585 + Penalty 3191.145612 = -1665480.066973
  nChanged 1287
		SP:Iteration 9F (40965.840000 sec): 3 clusters
  Score: Raw -1669783.694209 + Penalty 3191.145612 = -1666592.548597
  nChanged 1052
		SP:Iteration 10F (40966.100000 sec): 3 clusters
  Score: Raw -1670774.046755 + Penalty 3191.145612 = -1667582.901143
  nChanged 655
		SP:Iteration 11Q (40966.330000 sec): 3 clusters
  Score: Raw -1671391.558744 + Penalty 3191.145612 = -1668200.413132
  nChanged 330
		SP:Iteration 12Q (40966.570000 sec): 3 clusters
  Score: Raw -1671712.752144 + Penalty 3191.145612 = -1668521.606532
  nChanged 116
		SP:Iteration 13Q (40966.770000 sec): 3 clusters
  Score: Raw -1671852.892937 + Penalty 3191.145612 = -1668661.747325
  nChanged 45
		SP:Iteration 14Q (40966.990000 sec): 3 clusters
  Score: Raw -1671916.588817 + Penalty 3191.145612 = -1668725.443205
  nChanged 19
		SP:Iteration 15Q (40967.220000 sec): 3 clusters
  Score: Raw -1671947.684838 + Penalty 3191.145612 = -1668756.539226
  nChanged 14
		SP:Iteration 16Q (40967.420000 sec): 3 clusters
  Score: Raw -1671972.152647 + Penalty 3191.145612 = -1668781.007035
  nChanged 5
		SP:Iteration 17Q (40967.620000 sec): 3 clusters
  Score: Raw -1671981.745520 + Penalty 3191.145612 = -1668790.599908
  nChanged 2
		SP:Iteration 18Q (40967.850000 sec): 3 clusters
  Score: Raw -1671985.205379 + Penalty 3191.145612 = -1668794.059767
  nChanged 1
		SP:Iteration 19Q (40968.050000 sec): 3 clusters
  Score: Raw -1671986.429492 + Penalty 3191.145612 = -1668795.283880
  nChanged 1
		SP:Iteration 20F (40968.270000 sec): 3 clusters
  Score: Raw -1671988.216241 + Penalty 3191.145612 = -1668797.070629
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 41 (1393 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (40968.340000 sec): 2 clusters
  Score: Raw -117827.058159 + Penalty 1176.372433 = -116650.685726
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (40968.370000 sec): 3 clusters
  Score: Raw -117300.843320 + Penalty 2352.744866 = -114948.098454
  nChanged 444
		SP:Iteration 1F (40968.390000 sec): 3 clusters
  Score: Raw -117587.143609 + Penalty 2352.744866 = -115234.398743
  nChanged 113
		SP:Iteration 2F (40968.430000 sec): 3 clusters
  Score: Raw -117693.982907 + Penalty 2352.744866 = -115341.238041
  nChanged 72
		SP:Iteration 3F (40968.460000 sec): 3 clusters
  Score: Raw -117757.065679 + Penalty 2352.744866 = -115404.320813
  nChanged 48
		SP:Iteration 4Q (40968.490000 sec): 3 clusters
  Score: Raw -117794.850734 + Penalty 2352.744866 = -115442.105867
  nChanged 31
		SP:Iteration 5Q (40968.520000 sec): 3 clusters
  Score: Raw -117829.920901 + Penalty 2352.744866 = -115477.176035
  nChanged 23
		SP:Iteration 6Q (40968.550000 sec): 3 clusters
  Score: Raw -117847.724756 + Penalty 2352.744866 = -115494.979889
  nChanged 15
		SP:Iteration 7Q (40968.580000 sec): 3 clusters
  Score: Raw -117857.041228 + Penalty 2352.744866 = -115504.296362
  nChanged 11
		SP:Iteration 8Q (40968.610000 sec): 3 clusters
  Score: Raw -117863.052033 + Penalty 2352.744866 = -115510.307166
  nChanged 5
		SP:Iteration 9Q (40968.630000 sec): 3 clusters
  Score: Raw -117866.427274 + Penalty 2352.744866 = -115513.682408
  nChanged 3
		SP:Iteration 10Q (40968.660000 sec): 3 clusters
  Score: Raw -117867.958688 + Penalty 2352.744866 = -115515.213822
  nChanged 5
		SP:Iteration 11Q (40968.690000 sec): 3 clusters
  Score: Raw -117872.121911 + Penalty 2352.744866 = -115519.377045
  nChanged 1
		SP:Iteration 12Q (40968.720000 sec): 3 clusters
  Score: Raw -117872.880247 + Penalty 2352.744866 = -115520.135381
  nChanged 0
		SP:Iteration 13F (40968.750000 sec): 3 clusters
  Score: Raw -117872.880247 + Penalty 2352.744866 = -115520.135381
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 42 (1521 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (40968.810000 sec): 2 clusters
  Score: Raw -111334.780046 + Penalty 1190.657535 = -110144.122511
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (40968.840000 sec): 3 clusters
  Score: Raw -110807.196362 + Penalty 2381.315070 = -108425.881292
  nChanged 504
		SP:Iteration 1F (40968.870000 sec): 3 clusters
  Score: Raw -111473.215993 + Penalty 2381.315070 = -109091.900923
  nChanged 175
		SP:Iteration 2F (40968.900000 sec): 3 clusters
  Score: Raw -111782.515597 + Penalty 2381.315070 = -109401.200527
  nChanged 109
		SP:Iteration 3F (40968.930000 sec): 3 clusters
  Score: Raw -111971.291558 + Penalty 2381.315070 = -109589.976488
  nChanged 85
		SP:Iteration 4F (40968.960000 sec): 3 clusters
  Score: Raw -112068.818496 + Penalty 2381.315070 = -109687.503426
  nChanged 46
		SP:Iteration 5Q (40968.990000 sec): 3 clusters
  Score: Raw -112114.159050 + Penalty 2381.315070 = -109732.843980
  nChanged 27
		SP:Iteration 6Q (40969.020000 sec): 3 clusters
  Score: Raw -112136.811244 + Penalty 2381.315070 = -109755.496174
  nChanged 24
		SP:Iteration 7Q (40969.050000 sec): 3 clusters
  Score: Raw -112155.117325 + Penalty 2381.315070 = -109773.802255
  nChanged 11
		SP:Iteration 8Q (40969.080000 sec): 3 clusters
  Score: Raw -112163.839274 + Penalty 2381.315070 = -109782.524204
  nChanged 9
		SP:Iteration 9Q (40969.110000 sec): 3 clusters
  Score: Raw -112171.162715 + Penalty 2381.315070 = -109789.847645
  nChanged 6
		SP:Iteration 10Q (40969.140000 sec): 3 clusters
  Score: Raw -112175.950763 + Penalty 2381.315070 = -109794.635693
  nChanged 2
		SP:Iteration 11Q (40969.170000 sec): 3 clusters
  Score: Raw -112176.822432 + Penalty 2381.315070 = -109795.507362
  nChanged 3
		SP:Iteration 12Q (40969.200000 sec): 3 clusters
  Score: Raw -112178.645799 + Penalty 2381.315070 = -109797.330729
  nChanged 2
		SP:Iteration 13Q (40969.230000 sec): 3 clusters
  Score: Raw -112179.768664 + Penalty 2381.315070 = -109798.453594
  nChanged 2
		SP:Iteration 14Q (40969.250000 sec): 3 clusters
  Score: Raw -112181.519526 + Penalty 2381.315070 = -109800.204456
  nChanged 2
		SP:Iteration 15Q (40969.290000 sec): 3 clusters
  Score: Raw -112182.365405 + Penalty 2381.315070 = -109801.050335
  nChanged 1
		SP:Iteration 16Q (40969.310000 sec): 3 clusters
  Score: Raw -112182.695563 + Penalty 2381.315070 = -109801.380493
  nChanged 0
		SP:Iteration 17F (40969.340000 sec): 3 clusters
  Score: Raw -112182.695563 + Penalty 2381.315070 = -109801.380493
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 43 (1735 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (40969.410000 sec): 2 clusters
  Score: Raw -146323.345084 + Penalty 1212.048938 = -145111.296146
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (40969.450000 sec): 3 clusters
  Score: Raw -145646.551930 + Penalty 2424.097875 = -143222.454054
  nChanged 597
		SP:Iteration 1F (40969.480000 sec): 3 clusters
  Score: Raw -146057.222361 + Penalty 2424.097875 = -143633.124486
  nChanged 139
		SP:Iteration 2F (40969.510000 sec): 3 clusters
  Score: Raw -146225.127934 + Penalty 2424.097875 = -143801.030059
  nChanged 103
		SP:Iteration 3F (40969.550000 sec): 3 clusters
  Score: Raw -146352.437396 + Penalty 2424.097875 = -143928.339521
  nChanged 90
		SP:Iteration 4F (40969.580000 sec): 3 clusters
  Score: Raw -146458.023067 + Penalty 2424.097875 = -144033.925192
  nChanged 74
		SP:Iteration 5Q (40969.610000 sec): 3 clusters
  Score: Raw -146535.048184 + Penalty 2424.097875 = -144110.950309
  nChanged 63
		SP:Iteration 6Q (40969.650000 sec): 3 clusters
  Score: Raw -146589.315611 + Penalty 2424.097875 = -144165.217736
  nChanged 59
		SP:Iteration 7Q (40969.680000 sec): 3 clusters
  Score: Raw -146643.373555 + Penalty 2424.097875 = -144219.275680
  nChanged 47
		SP:Iteration 8Q (40969.720000 sec): 3 clusters
  Score: Raw -146681.784663 + Penalty 2424.097875 = -144257.686788
  nChanged 31
		SP:Iteration 9Q (40969.750000 sec): 3 clusters
  Score: Raw -146709.557549 + Penalty 2424.097875 = -144285.459674
  nChanged 31
		SP:Iteration 10Q (40969.790000 sec): 3 clusters
  Score: Raw -146732.095069 + Penalty 2424.097875 = -144307.997194
  nChanged 28
		SP:Iteration 11Q (40969.820000 sec): 3 clusters
  Score: Raw -146751.078314 + Penalty 2424.097875 = -144326.980439
  nChanged 28
		SP:Iteration 12Q (40969.850000 sec): 3 clusters
  Score: Raw -146776.604595 + Penalty 2424.097875 = -144352.506720
  nChanged 20
		SP:Iteration 13Q (40969.890000 sec): 3 clusters
  Score: Raw -146791.857958 + Penalty 2424.097875 = -144367.760083
  nChanged 18
		SP:Iteration 14Q (40969.920000 sec): 3 clusters
  Score: Raw -146799.587241 + Penalty 2424.097875 = -144375.489366
  nChanged 13
		SP:Iteration 15Q (40969.950000 sec): 3 clusters
  Score: Raw -146809.555922 + Penalty 2424.097875 = -144385.458047
  nChanged 10
		SP:Iteration 16Q (40969.990000 sec): 3 clusters
  Score: Raw -146815.644991 + Penalty 2424.097875 = -144391.547116
  nChanged 10
		SP:Iteration 17Q (40970.020000 sec): 3 clusters
  Score: Raw -146823.380163 + Penalty 2424.097875 = -144399.282288
  nChanged 11
		SP:Iteration 18Q (40970.050000 sec): 3 clusters
  Score: Raw -146832.657807 + Penalty 2424.097875 = -144408.559932
  nChanged 9
		SP:Iteration 19Q (40970.090000 sec): 3 clusters
  Score: Raw -146841.274197 + Penalty 2424.097875 = -144417.176322
  nChanged 7
		SP:Iteration 20F (40970.120000 sec): 3 clusters
  Score: Raw -146844.855107 + Penalty 2424.097875 = -144420.757232
  nChanged 3
		SP:Iteration 21Q (40970.150000 sec): 3 clusters
  Score: Raw -146846.546600 + Penalty 2424.097875 = -144422.448725
  nChanged 1
		SP:Iteration 22Q (40970.190000 sec): 3 clusters
  Score: Raw -146847.032131 + Penalty 2424.097875 = -144422.934256
  nChanged 1
		SP:Iteration 23Q (40970.220000 sec): 3 clusters
  Score: Raw -146847.571720 + Penalty 2424.097875 = -144423.473845
  nChanged 1
		SP:Iteration 24Q (40970.250000 sec): 3 clusters
  Score: Raw -146848.117135 + Penalty 2424.097875 = -144424.019260
  nChanged 0
		SP:Iteration 25F (40970.290000 sec): 3 clusters
  Score: Raw -146848.117135 + Penalty 2424.097875 = -144424.019260
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 44 (1938 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (40970.350000 sec): 2 clusters
  Score: Raw -161655.791504 + Penalty 1230.029416 = -160425.762088
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (40970.390000 sec): 3 clusters
  Score: Raw -160827.663201 + Penalty 2460.058833 = -158367.604369
  nChanged 690
		SP:Iteration 1F (40970.430000 sec): 3 clusters
  Score: Raw -161349.276362 + Penalty 2460.058833 = -158889.217529
  nChanged 195
		SP:Iteration 2F (40970.470000 sec): 3 clusters
  Score: Raw -161579.228936 + Penalty 2460.058833 = -159119.170103
  nChanged 128
		SP:Iteration 3F (40970.510000 sec): 3 clusters
  Score: Raw -161709.000029 + Penalty 2460.058833 = -159248.941197
  nChanged 99
		SP:Iteration 4F (40970.540000 sec): 3 clusters
  Score: Raw -161801.820072 + Penalty 2460.058833 = -159341.761239
  nChanged 85
		SP:Iteration 5Q (40970.580000 sec): 3 clusters
  Score: Raw -161889.553415 + Penalty 2460.058833 = -159429.494582
  nChanged 79
		SP:Iteration 6Q (40970.620000 sec): 3 clusters
  Score: Raw -161955.760563 + Penalty 2460.058833 = -159495.701730
  nChanged 65
		SP:Iteration 7Q (40970.660000 sec): 3 clusters
  Score: Raw -162010.671508 + Penalty 2460.058833 = -159550.612675
  nChanged 50
		SP:Iteration 8Q (40970.690000 sec): 3 clusters
  Score: Raw -162054.424255 + Penalty 2460.058833 = -159594.365422
  nChanged 41
		SP:Iteration 9Q (40970.730000 sec): 3 clusters
  Score: Raw -162084.941829 + Penalty 2460.058833 = -159624.882996
  nChanged 41
		SP:Iteration 10Q (40970.770000 sec): 3 clusters
  Score: Raw -162121.480613 + Penalty 2460.058833 = -159661.421780
  nChanged 33
		SP:Iteration 11Q (40970.810000 sec): 3 clusters
  Score: Raw -162146.362379 + Penalty 2460.058833 = -159686.303547
  nChanged 30
		SP:Iteration 12Q (40970.850000 sec): 3 clusters
  Score: Raw -162168.055651 + Penalty 2460.058833 = -159707.996818
  nChanged 16
		SP:Iteration 13Q (40970.880000 sec): 3 clusters
  Score: Raw -162181.299434 + Penalty 2460.058833 = -159721.240602
  nChanged 13
		SP:Iteration 14Q (40970.920000 sec): 3 clusters
  Score: Raw -162188.940854 + Penalty 2460.058833 = -159728.882021
  nChanged 11
		SP:Iteration 15Q (40970.960000 sec): 3 clusters
  Score: Raw -162196.050219 + Penalty 2460.058833 = -159735.991387
  nChanged 13
		SP:Iteration 16Q (40970.990000 sec): 3 clusters
  Score: Raw -162205.220823 + Penalty 2460.058833 = -159745.161990
  nChanged 8
		SP:Iteration 17Q (40971.030000 sec): 3 clusters
  Score: Raw -162211.831910 + Penalty 2460.058833 = -159751.773077
  nChanged 4
		SP:Iteration 18Q (40971.070000 sec): 3 clusters
  Score: Raw -162213.474719 + Penalty 2460.058833 = -159753.415887
  nChanged 4
		SP:Iteration 19Q (40971.110000 sec): 3 clusters
  Score: Raw -162216.198671 + Penalty 2460.058833 = -159756.139839
  nChanged 6
		SP:Iteration 20F (40971.140000 sec): 3 clusters
  Score: Raw -162219.022412 + Penalty 2460.058833 = -159758.963580
  nChanged 4
		SP:Iteration 21Q (40971.180000 sec): 3 clusters
  Score: Raw -162220.486665 + Penalty 2460.058833 = -159760.427832
  nChanged 1
		SP:Iteration 22Q (40971.220000 sec): 3 clusters
  Score: Raw -162221.742933 + Penalty 2460.058833 = -159761.684100
  nChanged 2
		SP:Iteration 23Q (40971.250000 sec): 3 clusters
  Score: Raw -162223.727959 + Penalty 2460.058833 = -159763.669127
  nChanged 1
		SP:Iteration 24Q (40971.290000 sec): 3 clusters
  Score: Raw -162223.992632 + Penalty 2460.058833 = -159763.933799
  nChanged 2
		SP:Iteration 25Q (40971.330000 sec): 3 clusters
  Score: Raw -162225.114378 + Penalty 2460.058833 = -159765.055545
  nChanged 3
		SP:Iteration 26Q (40971.370000 sec): 3 clusters
  Score: Raw -162227.593666 + Penalty 2460.058833 = -159767.534833
  nChanged 4
		SP:Iteration 27Q (40971.400000 sec): 3 clusters
  Score: Raw -162230.810570 + Penalty 2460.058833 = -159770.751738
  nChanged 5
		SP:Iteration 28Q (40971.440000 sec): 3 clusters
  Score: Raw -162232.703621 + Penalty 2460.058833 = -159772.644788
  nChanged 3
		SP:Iteration 29Q (40971.480000 sec): 3 clusters
  Score: Raw -162234.187008 + Penalty 2460.058833 = -159774.128175
  nChanged 2
		SP:Iteration 30Q (40971.510000 sec): 3 clusters
  Score: Raw -162236.164049 + Penalty 2460.058833 = -159776.105217
  nChanged 3
		SP:Iteration 31Q (40971.550000 sec): 3 clusters
  Score: Raw -162237.881149 + Penalty 2460.058833 = -159777.822316
  nChanged 2
		SP:Iteration 32Q (40971.590000 sec): 3 clusters
  Score: Raw -162238.985633 + Penalty 2460.058833 = -159778.926800
  nChanged 3
		SP:Iteration 33Q (40971.630000 sec): 3 clusters
  Score: Raw -162241.129652 + Penalty 2460.058833 = -159781.070820
  nChanged 2
		SP:Iteration 34Q (40971.660000 sec): 3 clusters
  Score: Raw -162241.759133 + Penalty 2460.058833 = -159781.700301
  nChanged 0
		SP:Iteration 35F (40971.700000 sec): 3 clusters
  Score: Raw -162241.759133 + Penalty 2460.058833 = -159781.700301
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 45 (5457 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (40971.780000 sec): 2 clusters
  Score: Raw -516484.729050 + Penalty 1398.256351 = -515086.472700
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (40971.890000 sec): 3 clusters
  Score: Raw -513626.350910 + Penalty 2796.512702 = -510829.838208
  nChanged 2221
		SP:Iteration 1F (40971.990000 sec): 3 clusters
  Score: Raw -514906.811307 + Penalty 2796.512702 = -512110.298605
  nChanged 391
		SP:Iteration 2F (40972.090000 sec): 3 clusters
  Score: Raw -515104.199020 + Penalty 2796.512702 = -512307.686318
  nChanged 270
		SP:Iteration 3Q (40972.190000 sec): 3 clusters
  Score: Raw -515210.508399 + Penalty 2796.512702 = -512413.995697
  nChanged 193
		SP:Iteration 4Q (40972.290000 sec): 3 clusters
  Score: Raw -515283.100643 + Penalty 2796.512702 = -512486.587941
  nChanged 130
		SP:Iteration 5Q (40972.390000 sec): 3 clusters
  Score: Raw -515333.803700 + Penalty 2796.512702 = -512537.290998
  nChanged 133
		SP:Iteration 6Q (40972.490000 sec): 3 clusters
  Score: Raw -515383.087598 + Penalty 2796.512702 = -512586.574897
  nChanged 124
		SP:Iteration 7Q (40972.590000 sec): 3 clusters
  Score: Raw -515432.571137 + Penalty 2796.512702 = -512636.058435
  nChanged 144
		SP:Iteration 8Q (40972.690000 sec): 3 clusters
  Score: Raw -515500.547351 + Penalty 2796.512702 = -512704.034649
  nChanged 166
		SP:Iteration 9Q (40972.790000 sec): 3 clusters
  Score: Raw -515577.444966 + Penalty 2796.512702 = -512780.932264
  nChanged 159
		SP:Iteration 10Q (40972.890000 sec): 3 clusters
  Score: Raw -515657.963793 + Penalty 2796.512702 = -512861.451091
  nChanged 172
		SP:Iteration 11Q (40972.990000 sec): 3 clusters
  Score: Raw -515758.661974 + Penalty 2796.512702 = -512962.149272
  nChanged 200
		SP:Iteration 12Q (40973.090000 sec): 3 clusters
  Score: Raw -515882.592532 + Penalty 2796.512702 = -513086.079830
  nChanged 190
		SP:Iteration 13Q (40973.190000 sec): 3 clusters
  Score: Raw -516012.658111 + Penalty 2796.512702 = -513216.145409
  nChanged 199
		SP:Iteration 14Q (40973.290000 sec): 3 clusters
  Score: Raw -516150.563113 + Penalty 2796.512702 = -513354.050411
  nChanged 167
		SP:Iteration 15Q (40973.390000 sec): 3 clusters
  Score: Raw -516271.210492 + Penalty 2796.512702 = -513474.697790
  nChanged 140
		SP:Iteration 16Q (40973.480000 sec): 3 clusters
  Score: Raw -516376.922973 + Penalty 2796.512702 = -513580.410272
  nChanged 118
		SP:Iteration 17Q (40973.580000 sec): 3 clusters
  Score: Raw -516460.865112 + Penalty 2796.512702 = -513664.352410
  nChanged 82
		SP:Iteration 18Q (40973.680000 sec): 3 clusters
  Score: Raw -516521.137239 + Penalty 2796.512702 = -513724.624537
  nChanged 60
		SP:Iteration 19Q (40973.780000 sec): 3 clusters
  Score: Raw -516563.416125 + Penalty 2796.512702 = -513766.903423
  nChanged 40
		SP:Iteration 20F (40973.880000 sec): 3 clusters
  Score: Raw -516595.790053 + Penalty 2796.512702 = -513799.277351
  nChanged 39
		SP:Iteration 21Q (40973.970000 sec): 3 clusters
  Score: Raw -516625.666219 + Penalty 2796.512702 = -513829.153517
  nChanged 25
		SP:Iteration 22Q (40974.060000 sec): 3 clusters
  Score: Raw -516647.171658 + Penalty 2796.512702 = -513850.658956
  nChanged 27
		SP:Iteration 23Q (40974.160000 sec): 3 clusters
  Score: Raw -516670.116943 + Penalty 2796.512702 = -513873.604241
  nChanged 20
		SP:Iteration 24Q (40974.260000 sec): 3 clusters
  Score: Raw -516681.514791 + Penalty 2796.512702 = -513885.002089
  nChanged 12
		SP:Iteration 25Q (40974.350000 sec): 3 clusters
  Score: Raw -516691.580310 + Penalty 2796.512702 = -513895.067608
  nChanged 14
		SP:Iteration 26Q (40974.440000 sec): 3 clusters
  Score: Raw -516704.917340 + Penalty 2796.512702 = -513908.404638
  nChanged 11
		SP:Iteration 27Q (40974.540000 sec): 3 clusters
  Score: Raw -516714.565656 + Penalty 2796.512702 = -513918.052954
  nChanged 8
		SP:Iteration 28Q (40974.630000 sec): 3 clusters
  Score: Raw -516720.679145 + Penalty 2796.512702 = -513924.166443
  nChanged 6
		SP:Iteration 29Q (40974.730000 sec): 3 clusters
  Score: Raw -516724.498904 + Penalty 2796.512702 = -513927.986202
  nChanged 5
		SP:Iteration 30Q (40974.820000 sec): 3 clusters
  Score: Raw -516726.430643 + Penalty 2796.512702 = -513929.917941
  nChanged 3
		SP:Iteration 31Q (40974.920000 sec): 3 clusters
  Score: Raw -516728.731225 + Penalty 2796.512702 = -513932.218523
  nChanged 3
		SP:Iteration 32Q (40975.010000 sec): 3 clusters
  Score: Raw -516731.222321 + Penalty 2796.512702 = -513934.709619
  nChanged 2
		SP:Iteration 33Q (40975.100000 sec): 3 clusters
  Score: Raw -516733.072357 + Penalty 2796.512702 = -513936.559655
  nChanged 2
		SP:Iteration 34Q (40975.200000 sec): 3 clusters
  Score: Raw -516733.983171 + Penalty 2796.512702 = -513937.470469
  nChanged 0
		SP:Iteration 35F (40975.300000 sec): 3 clusters
  Score: Raw -516733.983171 + Penalty 2796.512702 = -513937.470469
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 46 (2732 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (40975.360000 sec): 2 clusters
  Score: Raw -251176.244693 + Penalty 1285.828248 = -249890.416445
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (40975.420000 sec): 3 clusters
  Score: Raw -249922.809736 + Penalty 2571.656497 = -247351.153239
  nChanged 995
		SP:Iteration 1F (40975.470000 sec): 3 clusters
  Score: Raw -250538.450826 + Penalty 2571.656497 = -247966.794329
  nChanged 211
		SP:Iteration 2F (40975.520000 sec): 3 clusters
  Score: Raw -250677.930737 + Penalty 2571.656497 = -248106.274241
  nChanged 134
		SP:Iteration 3Q (40975.580000 sec): 3 clusters
  Score: Raw -250755.300114 + Penalty 2571.656497 = -248183.643617
  nChanged 106
		SP:Iteration 4Q (40975.630000 sec): 3 clusters
  Score: Raw -250816.891420 + Penalty 2571.656497 = -248245.234923
  nChanged 92
		SP:Iteration 5Q (40975.690000 sec): 3 clusters
  Score: Raw -250878.176331 + Penalty 2571.656497 = -248306.519834
  nChanged 91
		SP:Iteration 6Q (40975.740000 sec): 3 clusters
  Score: Raw -250943.879340 + Penalty 2571.656497 = -248372.222843
  nChanged 96
		SP:Iteration 7Q (40975.800000 sec): 3 clusters
  Score: Raw -251009.586063 + Penalty 2571.656497 = -248437.929566
  nChanged 80
		SP:Iteration 8Q (40975.850000 sec): 3 clusters
  Score: Raw -251057.340308 + Penalty 2571.656497 = -248485.683811
  nChanged 54
		SP:Iteration 9Q (40975.900000 sec): 3 clusters
  Score: Raw -251098.015508 + Penalty 2571.656497 = -248526.359012
  nChanged 62
		SP:Iteration 10Q (40975.950000 sec): 3 clusters
  Score: Raw -251143.031766 + Penalty 2571.656497 = -248571.375270
  nChanged 58
		SP:Iteration 11Q (40976.010000 sec): 3 clusters
  Score: Raw -251182.465199 + Penalty 2571.656497 = -248610.808702
  nChanged 56
		SP:Iteration 12Q (40976.060000 sec): 3 clusters
  Score: Raw -251222.673841 + Penalty 2571.656497 = -248651.017344
  nChanged 49
		SP:Iteration 13Q (40976.110000 sec): 3 clusters
  Score: Raw -251261.218333 + Penalty 2571.656497 = -248689.561836
  nChanged 43
		SP:Iteration 14Q (40976.160000 sec): 3 clusters
  Score: Raw -251295.525180 + Penalty 2571.656497 = -248723.868683
  nChanged 24
		SP:Iteration 15Q (40976.220000 sec): 3 clusters
  Score: Raw -251314.696321 + Penalty 2571.656497 = -248743.039825
  nChanged 20
		SP:Iteration 16Q (40976.260000 sec): 3 clusters
  Score: Raw -251331.731278 + Penalty 2571.656497 = -248760.074781
  nChanged 15
		SP:Iteration 17Q (40976.320000 sec): 3 clusters
  Score: Raw -251342.591652 + Penalty 2571.656497 = -248770.935155
  nChanged 12
		SP:Iteration 18Q (40976.370000 sec): 3 clusters
  Score: Raw -251351.349709 + Penalty 2571.656497 = -248779.693212
  nChanged 7
		SP:Iteration 19Q (40976.420000 sec): 3 clusters
  Score: Raw -251356.328793 + Penalty 2571.656497 = -248784.672297
  nChanged 5
		SP:Iteration 20F (40976.470000 sec): 3 clusters
  Score: Raw -251358.986485 + Penalty 2571.656497 = -248787.329988
  nChanged 2
		SP:Iteration 21Q (40976.520000 sec): 3 clusters
  Score: Raw -251360.903495 + Penalty 2571.656497 = -248789.246999
  nChanged 4
		SP:Iteration 22Q (40976.580000 sec): 3 clusters
  Score: Raw -251364.708511 + Penalty 2571.656497 = -248793.052014
  nChanged 6
		SP:Iteration 23Q (40976.630000 sec): 3 clusters
  Score: Raw -251370.457881 + Penalty 2571.656497 = -248798.801384
  nChanged 4
		SP:Iteration 24Q (40976.680000 sec): 3 clusters
  Score: Raw -251372.933914 + Penalty 2571.656497 = -248801.277417
  nChanged 3
		SP:Iteration 25Q (40976.730000 sec): 3 clusters
  Score: Raw -251374.111049 + Penalty 2571.656497 = -248802.454553
  nChanged 2
		SP:Iteration 26Q (40976.780000 sec): 3 clusters
  Score: Raw -251376.614096 + Penalty 2571.656497 = -248804.957599
  nChanged 3
		SP:Iteration 27Q (40976.840000 sec): 3 clusters
  Score: Raw -251379.997048 + Penalty 2571.656497 = -248808.340551
  nChanged 2
		SP:Iteration 28Q (40976.890000 sec): 3 clusters
  Score: Raw -251381.176408 + Penalty 2571.656497 = -248809.519911
  nChanged 0
		SP:Iteration 29F (40976.940000 sec): 3 clusters
  Score: Raw -251381.176408 + Penalty 2571.656497 = -248809.519911
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 47 (1502 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (40977.000000 sec): 2 clusters
  Score: Raw -118162.273356 + Penalty 1188.614835 = -116973.658520
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (40977.030000 sec): 3 clusters
  Score: Raw -117611.906381 + Penalty 2377.229671 = -115234.676710
  nChanged 484
		SP:Iteration 1F (40977.060000 sec): 3 clusters
  Score: Raw -117990.812515 + Penalty 2377.229671 = -115613.582844
  nChanged 135
		SP:Iteration 2F (40977.090000 sec): 3 clusters
  Score: Raw -118130.059998 + Penalty 2377.229671 = -115752.830328
  nChanged 88
		SP:Iteration 3F (40977.120000 sec): 3 clusters
  Score: Raw -118217.786312 + Penalty 2377.229671 = -115840.556641
  nChanged 59
		SP:Iteration 4Q (40977.150000 sec): 3 clusters
  Score: Raw -118287.436692 + Penalty 2377.229671 = -115910.207022
  nChanged 57
		SP:Iteration 5Q (40977.180000 sec): 3 clusters
  Score: Raw -118355.105243 + Penalty 2377.229671 = -115977.875572
  nChanged 47
		SP:Iteration 6Q (40977.210000 sec): 3 clusters
  Score: Raw -118401.888381 + Penalty 2377.229671 = -116024.658710
  nChanged 29
		SP:Iteration 7Q (40977.240000 sec): 3 clusters
  Score: Raw -118435.720425 + Penalty 2377.229671 = -116058.490754
  nChanged 25
		SP:Iteration 8Q (40977.270000 sec): 3 clusters
  Score: Raw -118457.808474 + Penalty 2377.229671 = -116080.578803
  nChanged 19
		SP:Iteration 9Q (40977.300000 sec): 3 clusters
  Score: Raw -118474.092353 + Penalty 2377.229671 = -116096.862682
  nChanged 20
		SP:Iteration 10Q (40977.330000 sec): 3 clusters
  Score: Raw -118492.062056 + Penalty 2377.229671 = -116114.832385
  nChanged 12
		SP:Iteration 11Q (40977.360000 sec): 3 clusters
  Score: Raw -118503.682970 + Penalty 2377.229671 = -116126.453299
  nChanged 12
		SP:Iteration 12Q (40977.390000 sec): 3 clusters
  Score: Raw -118515.418181 + Penalty 2377.229671 = -116138.188510
  nChanged 12
		SP:Iteration 13Q (40977.420000 sec): 3 clusters
  Score: Raw -118524.049811 + Penalty 2377.229671 = -116146.820140
  nChanged 7
		SP:Iteration 14Q (40977.450000 sec): 3 clusters
  Score: Raw -118528.455673 + Penalty 2377.229671 = -116151.226003
  nChanged 7
		SP:Iteration 15Q (40977.480000 sec): 3 clusters
  Score: Raw -118533.096539 + Penalty 2377.229671 = -116155.866868
  nChanged 5
		SP:Iteration 16Q (40977.510000 sec): 3 clusters
  Score: Raw -118538.403241 + Penalty 2377.229671 = -116161.173570
  nChanged 7
		SP:Iteration 17Q (40977.540000 sec): 3 clusters
  Score: Raw -118545.196891 + Penalty 2377.229671 = -116167.967220
  nChanged 7
		SP:Iteration 18Q (40977.570000 sec): 3 clusters
  Score: Raw -118551.240431 + Penalty 2377.229671 = -116174.010761
  nChanged 7
		SP:Iteration 19Q (40977.600000 sec): 3 clusters
  Score: Raw -118555.609586 + Penalty 2377.229671 = -116178.379915
  nChanged 7
		SP:Iteration 20F (40977.630000 sec): 3 clusters
  Score: Raw -118560.575362 + Penalty 2377.229671 = -116183.345692
  nChanged 6
		SP:Iteration 21Q (40977.660000 sec): 3 clusters
  Score: Raw -118564.624790 + Penalty 2377.229671 = -116187.395120
  nChanged 8
		SP:Iteration 22Q (40977.680000 sec): 3 clusters
  Score: Raw -118574.908211 + Penalty 2377.229671 = -116197.678540
  nChanged 8
		SP:Iteration 23Q (40977.720000 sec): 3 clusters
  Score: Raw -118582.790896 + Penalty 2377.229671 = -116205.561225
  nChanged 7
		SP:Iteration 24Q (40977.740000 sec): 3 clusters
  Score: Raw -118590.683829 + Penalty 2377.229671 = -116213.454158
  nChanged 6
		SP:Iteration 25Q (40977.780000 sec): 3 clusters
  Score: Raw -118597.577922 + Penalty 2377.229671 = -116220.348251
  nChanged 10
		SP:Iteration 26Q (40977.800000 sec): 3 clusters
  Score: Raw -118609.626280 + Penalty 2377.229671 = -116232.396609
  nChanged 10
		SP:Iteration 27Q (40977.830000 sec): 3 clusters
  Score: Raw -118621.710275 + Penalty 2377.229671 = -116244.480604
  nChanged 7
		SP:Iteration 28Q (40977.860000 sec): 3 clusters
  Score: Raw -118629.083205 + Penalty 2377.229671 = -116251.853534
  nChanged 13
		SP:Iteration 29Q (40977.890000 sec): 3 clusters
  Score: Raw -118645.654972 + Penalty 2377.229671 = -116268.425301
  nChanged 10
		SP:Iteration 30Q (40977.920000 sec): 3 clusters
  Score: Raw -118651.749549 + Penalty 2377.229671 = -116274.519878
  nChanged 4
		SP:Iteration 31Q (40977.950000 sec): 3 clusters
  Score: Raw -118654.292168 + Penalty 2377.229671 = -116277.062498
  nChanged 3
		SP:Iteration 32Q (40977.980000 sec): 3 clusters
  Score: Raw -118655.315410 + Penalty 2377.229671 = -116278.085740
  nChanged 1
		SP:Iteration 33Q (40978.010000 sec): 3 clusters
  Score: Raw -118655.913623 + Penalty 2377.229671 = -116278.683953
  nChanged 3
		SP:Iteration 34Q (40978.040000 sec): 3 clusters
  Score: Raw -118658.443440 + Penalty 2377.229671 = -116281.213770
  nChanged 2
		SP:Iteration 35Q (40978.070000 sec): 3 clusters
  Score: Raw -118659.704244 + Penalty 2377.229671 = -116282.474573
  nChanged 5
		SP:Iteration 36Q (40978.100000 sec): 3 clusters
  Score: Raw -118663.528986 + Penalty 2377.229671 = -116286.299315
  nChanged 4
		SP:Iteration 37Q (40978.130000 sec): 3 clusters
  Score: Raw -118665.664992 + Penalty 2377.229671 = -116288.435321
  nChanged 1
		SP:Iteration 38Q (40978.160000 sec): 3 clusters
  Score: Raw -118666.779235 + Penalty 2377.229671 = -116289.549565
  nChanged 3
		SP:Iteration 39Q (40978.190000 sec): 3 clusters
  Score: Raw -118670.733768 + Penalty 2377.229671 = -116293.504098
  nChanged 7
		SP:Iteration 40F (40978.220000 sec): 3 clusters
  Score: Raw -118675.532364 + Penalty 2377.229671 = -116298.302694
  nChanged 8
		SP:Iteration 41Q (40978.240000 sec): 3 clusters
  Score: Raw -118681.152315 + Penalty 2377.229671 = -116303.922645
  nChanged 8
		SP:Iteration 42Q (40978.280000 sec): 3 clusters
  Score: Raw -118688.731862 + Penalty 2377.229671 = -116311.502191
  nChanged 7
		SP:Iteration 43Q (40978.300000 sec): 3 clusters
  Score: Raw -118707.327794 + Penalty 2377.229671 = -116330.098124
  nChanged 11
		SP:Iteration 44Q (40978.330000 sec): 3 clusters
  Score: Raw -118719.474352 + Penalty 2377.229671 = -116342.244681
  nChanged 7
		SP:Iteration 45Q (40978.360000 sec): 3 clusters
  Score: Raw -118728.477914 + Penalty 2377.229671 = -116351.248244
  nChanged 3
		SP:Iteration 46Q (40978.390000 sec): 3 clusters
  Score: Raw -118731.844331 + Penalty 2377.229671 = -116354.614661
  nChanged 2
		SP:Iteration 47Q (40978.420000 sec): 3 clusters
  Score: Raw -118733.082359 + Penalty 2377.229671 = -116355.852688
  nChanged 1
		SP:Iteration 48Q (40978.450000 sec): 3 clusters
  Score: Raw -118733.407362 + Penalty 2377.229671 = -116356.177692
  nChanged 1
		SP:Iteration 49Q (40978.480000 sec): 3 clusters
  Score: Raw -118733.713549 + Penalty 2377.229671 = -116356.483879
  nChanged 1
		SP:Iteration 50Q (40978.510000 sec): 3 clusters
  Score: Raw -118735.781493 + Penalty 2377.229671 = -116358.551823
  nChanged 4
		SP:Iteration 51Q (40978.540000 sec): 3 clusters
  Score: Raw -118739.382010 + Penalty 2377.229671 = -116362.152340
  nChanged 3
		SP:Iteration 52Q (40978.570000 sec): 3 clusters
  Score: Raw -118742.029607 + Penalty 2377.229671 = -116364.799937
  nChanged 2
		SP:Iteration 53Q (40978.600000 sec): 3 clusters
  Score: Raw -118742.929269 + Penalty 2377.229671 = -116365.699599
  nChanged 2
		SP:Iteration 54Q (40978.630000 sec): 3 clusters
  Score: Raw -118744.917674 + Penalty 2377.229671 = -116367.688003
  nChanged 2
		SP:Iteration 55Q (40978.660000 sec): 3 clusters
  Score: Raw -118748.038775 + Penalty 2377.229671 = -116370.809105
  nChanged 3
		SP:Iteration 56Q (40978.680000 sec): 3 clusters
  Score: Raw -118749.952167 + Penalty 2377.229671 = -116372.722497
  nChanged 5
		SP:Iteration 57Q (40978.720000 sec): 3 clusters
  Score: Raw -118752.352993 + Penalty 2377.229671 = -116375.123322
  nChanged 1
		SP:Iteration 58Q (40978.740000 sec): 3 clusters
  Score: Raw -118753.321900 + Penalty 2377.229671 = -116376.092230
  nChanged 1
		SP:Iteration 59Q (40978.770000 sec): 3 clusters
  Score: Raw -118754.975471 + Penalty 2377.229671 = -116377.745801
  nChanged 2
		SP:Iteration 60F (40978.800000 sec): 3 clusters
  Score: Raw -118756.088229 + Penalty 2377.229671 = -116378.858559
  nChanged 1
		SP:Iteration 61Q (40978.830000 sec): 3 clusters
  Score: Raw -118756.281593 + Penalty 2377.229671 = -116379.051922
  nChanged 0
		SP:Iteration 62F (40978.860000 sec): 3 clusters
  Score: Raw -118756.281593 + Penalty 2377.229671 = -116379.051922
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 48 (2690 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (40978.940000 sec): 2 clusters
  Score: Raw -216344.490648 + Penalty 1283.310677 = -215061.179972
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (40978.990000 sec): 3 clusters
  Score: Raw -215090.925933 + Penalty 2566.621354 = -212524.304580
  nChanged 984
		SP:Iteration 1F (40979.040000 sec): 3 clusters
  Score: Raw -215754.077689 + Penalty 2566.621354 = -213187.456336
  nChanged 258
		SP:Iteration 2F (40979.090000 sec): 3 clusters
  Score: Raw -215988.537510 + Penalty 2566.621354 = -213421.916157
  nChanged 204
		SP:Iteration 3F (40979.140000 sec): 3 clusters
  Score: Raw -216224.389718 + Penalty 2566.621354 = -213657.768365
  nChanged 178
		SP:Iteration 4F (40979.200000 sec): 3 clusters
  Score: Raw -216422.953954 + Penalty 2566.621354 = -213856.332601
  nChanged 158
		SP:Iteration 5F (40979.250000 sec): 3 clusters
  Score: Raw -216573.763285 + Penalty 2566.621354 = -214007.141932
  nChanged 125
		SP:Iteration 6Q (40979.300000 sec): 3 clusters
  Score: Raw -216679.382936 + Penalty 2566.621354 = -214112.761583
  nChanged 93
		SP:Iteration 7Q (40979.350000 sec): 3 clusters
  Score: Raw -216773.778282 + Penalty 2566.621354 = -214207.156929
  nChanged 104
		SP:Iteration 8Q (40979.400000 sec): 3 clusters
  Score: Raw -216858.022310 + Penalty 2566.621354 = -214291.400956
  nChanged 67
		SP:Iteration 9Q (40979.450000 sec): 3 clusters
  Score: Raw -216898.744998 + Penalty 2566.621354 = -214332.123644
  nChanged 43
		SP:Iteration 10Q (40979.500000 sec): 3 clusters
  Score: Raw -216923.928426 + Penalty 2566.621354 = -214357.307072
  nChanged 24
		SP:Iteration 11Q (40979.560000 sec): 3 clusters
  Score: Raw -216933.587940 + Penalty 2566.621354 = -214366.966586
  nChanged 21
		SP:Iteration 12Q (40979.610000 sec): 3 clusters
  Score: Raw -216942.897145 + Penalty 2566.621354 = -214376.275792
  nChanged 14
		SP:Iteration 13Q (40979.660000 sec): 3 clusters
  Score: Raw -216949.911838 + Penalty 2566.621354 = -214383.290485
  nChanged 11
		SP:Iteration 14Q (40979.710000 sec): 3 clusters
  Score: Raw -216955.658881 + Penalty 2566.621354 = -214389.037527
  nChanged 6
		SP:Iteration 15Q (40979.760000 sec): 3 clusters
  Score: Raw -216958.083068 + Penalty 2566.621354 = -214391.461715
  nChanged 6
		SP:Iteration 16Q (40979.810000 sec): 3 clusters
  Score: Raw -216959.452357 + Penalty 2566.621354 = -214392.831003
  nChanged 5
		SP:Iteration 17Q (40979.860000 sec): 3 clusters
  Score: Raw -216962.041979 + Penalty 2566.621354 = -214395.420625
  nChanged 2
		SP:Iteration 18Q (40979.920000 sec): 3 clusters
  Score: Raw -216963.005433 + Penalty 2566.621354 = -214396.384079
  nChanged 4
		SP:Iteration 19Q (40979.970000 sec): 3 clusters
  Score: Raw -216963.850848 + Penalty 2566.621354 = -214397.229494
  nChanged 0
		SP:Iteration 20F (40980.020000 sec): 3 clusters
  Score: Raw -216963.850848 + Penalty 2566.621354 = -214397.229494
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 49 (6365 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (40980.110000 sec): 2 clusters
  Score: Raw -573298.258851 + Penalty 1423.267546 = -571874.991306
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (40980.240000 sec): 3 clusters
  Score: Raw -569895.185376 + Penalty 2846.535091 = -567048.650285
  nChanged 2605
		SP:Iteration 1F (40980.350000 sec): 3 clusters
  Score: Raw -571327.615773 + Penalty 2846.535091 = -568481.080682
  nChanged 467
		SP:Iteration 2F (40980.450000 sec): 3 clusters
  Score: Raw -571573.775472 + Penalty 2846.535091 = -568727.240381
  nChanged 363
		SP:Iteration 3F (40980.560000 sec): 3 clusters
  Score: Raw -571747.732360 + Penalty 2846.535091 = -568901.197269
  nChanged 289
		SP:Iteration 4Q (40980.670000 sec): 3 clusters
  Score: Raw -571891.250179 + Penalty 2846.535091 = -569044.715088
  nChanged 279
		SP:Iteration 5Q (40980.790000 sec): 3 clusters
  Score: Raw -572035.506609 + Penalty 2846.535091 = -569188.971518
  nChanged 242
		SP:Iteration 6Q (40980.910000 sec): 3 clusters
  Score: Raw -572156.804289 + Penalty 2846.535091 = -569310.269198
  nChanged 230
		SP:Iteration 7Q (40981.020000 sec): 3 clusters
  Score: Raw -572276.765224 + Penalty 2846.535091 = -569430.230133
  nChanged 233
		SP:Iteration 8Q (40981.130000 sec): 3 clusters
  Score: Raw -572414.345502 + Penalty 2846.535091 = -569567.810411
  nChanged 219
		SP:Iteration 9Q (40981.240000 sec): 3 clusters
  Score: Raw -572552.579576 + Penalty 2846.535091 = -569706.044485
  nChanged 229
		SP:Iteration 10Q (40981.350000 sec): 3 clusters
  Score: Raw -572716.898056 + Penalty 2846.535091 = -569870.362965
  nChanged 235
		SP:Iteration 11Q (40981.460000 sec): 3 clusters
  Score: Raw -572909.019833 + Penalty 2846.535091 = -570062.484742
  nChanged 260
		SP:Iteration 12Q (40981.570000 sec): 3 clusters
  Score: Raw -573176.353361 + Penalty 2846.535091 = -570329.818270
  nChanged 281
		SP:Iteration 13Q (40981.680000 sec): 3 clusters
  Score: Raw -573473.329395 + Penalty 2846.535091 = -570626.794304
  nChanged 263
		SP:Iteration 14Q (40981.800000 sec): 3 clusters
  Score: Raw -573751.558847 + Penalty 2846.535091 = -570905.023756
  nChanged 231
		SP:Iteration 15Q (40981.900000 sec): 3 clusters
  Score: Raw -574005.541148 + Penalty 2846.535091 = -571159.006057
  nChanged 175
		SP:Iteration 16Q (40982.010000 sec): 3 clusters
  Score: Raw -574174.880882 + Penalty 2846.535091 = -571328.345791
  nChanged 121
		SP:Iteration 17Q (40982.120000 sec): 3 clusters
  Score: Raw -574250.619488 + Penalty 2846.535091 = -571404.084397
  nChanged 59
		SP:Iteration 18Q (40982.220000 sec): 3 clusters
  Score: Raw -574279.922241 + Penalty 2846.535091 = -571433.387150
  nChanged 42
		SP:Iteration 19Q (40982.320000 sec): 3 clusters
  Score: Raw -574301.529030 + Penalty 2846.535091 = -571454.993939
  nChanged 32
		SP:Iteration 20F (40982.430000 sec): 3 clusters
  Score: Raw -574314.443818 + Penalty 2846.535091 = -571467.908727
  nChanged 29
		SP:Iteration 21Q (40982.530000 sec): 3 clusters
  Score: Raw -574326.866587 + Penalty 2846.535091 = -571480.331496
  nChanged 27
		SP:Iteration 22Q (40982.640000 sec): 3 clusters
  Score: Raw -574337.056057 + Penalty 2846.535091 = -571490.520966
  nChanged 16
		SP:Iteration 23Q (40982.740000 sec): 3 clusters
  Score: Raw -574344.181461 + Penalty 2846.535091 = -571497.646370
  nChanged 16
		SP:Iteration 24Q (40982.840000 sec): 3 clusters
  Score: Raw -574348.409527 + Penalty 2846.535091 = -571501.874436
  nChanged 11
		SP:Iteration 25Q (40982.950000 sec): 3 clusters
  Score: Raw -574351.814255 + Penalty 2846.535091 = -571505.279164
  nChanged 15
		SP:Iteration 26Q (40983.050000 sec): 3 clusters
  Score: Raw -574356.648163 + Penalty 2846.535091 = -571510.113072
  nChanged 14
		SP:Iteration 27Q (40983.150000 sec): 3 clusters
  Score: Raw -574361.797358 + Penalty 2846.535091 = -571515.262267
  nChanged 12
		SP:Iteration 28Q (40983.250000 sec): 3 clusters
  Score: Raw -574365.560066 + Penalty 2846.535091 = -571519.024975
  nChanged 6
		SP:Iteration 29Q (40983.360000 sec): 3 clusters
  Score: Raw -574367.369647 + Penalty 2846.535091 = -571520.834556
  nChanged 6
		SP:Iteration 30Q (40983.460000 sec): 3 clusters
  Score: Raw -574369.021062 + Penalty 2846.535091 = -571522.485971
  nChanged 3
		SP:Iteration 31Q (40983.570000 sec): 3 clusters
  Score: Raw -574369.537926 + Penalty 2846.535091 = -571523.002835
  nChanged 4
		SP:Iteration 32Q (40983.680000 sec): 3 clusters
  Score: Raw -574371.184280 + Penalty 2846.535091 = -571524.649189
  nChanged 9
		SP:Iteration 33Q (40983.780000 sec): 3 clusters
  Score: Raw -574374.858459 + Penalty 2846.535091 = -571528.323368
  nChanged 4
		SP:Iteration 34Q (40983.880000 sec): 3 clusters
  Score: Raw -574376.069861 + Penalty 2846.535091 = -571529.534770
  nChanged 8
		SP:Iteration 35Q (40983.990000 sec): 3 clusters
  Score: Raw -574378.743436 + Penalty 2846.535091 = -571532.208345
  nChanged 6
		SP:Iteration 36Q (40984.090000 sec): 3 clusters
  Score: Raw -574381.398329 + Penalty 2846.535091 = -571534.863238
  nChanged 7
		SP:Iteration 37Q (40984.190000 sec): 3 clusters
  Score: Raw -574382.971159 + Penalty 2846.535091 = -571536.436068
  nChanged 6
		SP:Iteration 38Q (40984.300000 sec): 3 clusters
  Score: Raw -574384.555992 + Penalty 2846.535091 = -571538.020901
  nChanged 6
		SP:Iteration 39Q (40984.400000 sec): 3 clusters
  Score: Raw -574386.655197 + Penalty 2846.535091 = -571540.120106
  nChanged 8
		SP:Iteration 40F (40984.510000 sec): 3 clusters
  Score: Raw -574389.299096 + Penalty 2846.535091 = -571542.764005
  nChanged 7
		SP:Iteration 41Q (40984.610000 sec): 3 clusters
  Score: Raw -574391.433943 + Penalty 2846.535091 = -571544.898852
  nChanged 8
		SP:Iteration 42Q (40984.710000 sec): 3 clusters
  Score: Raw -574393.482257 + Penalty 2846.535091 = -571546.947166
  nChanged 8
		SP:Iteration 43Q (40984.810000 sec): 3 clusters
  Score: Raw -574395.897198 + Penalty 2846.535091 = -571549.362107
  nChanged 4
		SP:Iteration 44Q (40984.910000 sec): 3 clusters
  Score: Raw -574396.982191 + Penalty 2846.535091 = -571550.447100
  nChanged 5
		SP:Iteration 45Q (40985.020000 sec): 3 clusters
  Score: Raw -574398.236005 + Penalty 2846.535091 = -571551.700914
  nChanged 8
		SP:Iteration 46Q (40985.120000 sec): 3 clusters
  Score: Raw -574400.438303 + Penalty 2846.535091 = -571553.903212
  nChanged 5
		SP:Iteration 47Q (40985.220000 sec): 3 clusters
  Score: Raw -574401.994730 + Penalty 2846.535091 = -571555.459639
  nChanged 4
		SP:Iteration 48Q (40985.330000 sec): 3 clusters
  Score: Raw -574402.987857 + Penalty 2846.535091 = -571556.452766
  nChanged 6
		SP:Iteration 49Q (40985.430000 sec): 3 clusters
  Score: Raw -574405.404991 + Penalty 2846.535091 = -571558.869900
  nChanged 8
		SP:Iteration 50Q (40985.530000 sec): 3 clusters
  Score: Raw -574409.851313 + Penalty 2846.535091 = -571563.316222
  nChanged 12
		SP:Iteration 51Q (40985.630000 sec): 3 clusters
  Score: Raw -574416.923205 + Penalty 2846.535091 = -571570.388114
  nChanged 13
		SP:Iteration 52Q (40985.750000 sec): 3 clusters
  Score: Raw -574422.348555 + Penalty 2846.535091 = -571575.813463
  nChanged 10
		SP:Iteration 53Q (40985.850000 sec): 3 clusters
  Score: Raw -574425.202041 + Penalty 2846.535091 = -571578.666950
  nChanged 8
		SP:Iteration 54Q (40985.950000 sec): 3 clusters
  Score: Raw -574428.540671 + Penalty 2846.535091 = -571582.005580
  nChanged 13
		SP:Iteration 55Q (40986.050000 sec): 3 clusters
  Score: Raw -574435.907188 + Penalty 2846.535091 = -571589.372097
  nChanged 21
		SP:Iteration 56Q (40986.160000 sec): 3 clusters
  Score: Raw -574447.093060 + Penalty 2846.535091 = -571600.557969
  nChanged 20
		SP:Iteration 57Q (40986.270000 sec): 3 clusters
  Score: Raw -574462.918012 + Penalty 2846.535091 = -571616.382921
  nChanged 20
		SP:Iteration 58Q (40986.370000 sec): 3 clusters
  Score: Raw -574486.862859 + Penalty 2846.535091 = -571640.327768
  nChanged 22
		SP:Iteration 59Q (40986.470000 sec): 3 clusters
  Score: Raw -574504.953064 + Penalty 2846.535091 = -571658.417973
  nChanged 13
		SP:Iteration 60F (40986.580000 sec): 3 clusters
  Score: Raw -574512.181496 + Penalty 2846.535091 = -571665.646405
  nChanged 12
		SP:Iteration 61Q (40986.680000 sec): 3 clusters
  Score: Raw -574517.441484 + Penalty 2846.535091 = -571670.906393
  nChanged 5
		SP:Iteration 62Q (40986.780000 sec): 3 clusters
  Score: Raw -574518.626144 + Penalty 2846.535091 = -571672.091052
  nChanged 3
		SP:Iteration 63Q (40986.880000 sec): 3 clusters
  Score: Raw -574519.476291 + Penalty 2846.535091 = -571672.941200
  nChanged 3
		SP:Iteration 64Q (40986.980000 sec): 3 clusters
  Score: Raw -574520.075959 + Penalty 2846.535091 = -571673.540868
  nChanged 0
		SP:Iteration 65F (40987.090000 sec): 3 clusters
  Score: Raw -574520.075959 + Penalty 2846.535091 = -571673.540868
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 50 (301 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (40987.140000 sec): 2 clusters
  Score: Raw -22487.238749 + Penalty 927.405418 = -21559.833331
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (40987.150000 sec): 3 clusters
  Score: Raw -22606.437114 + Penalty 1854.810836 = -20751.626278
  nChanged 63
		SP:Iteration 1F (40987.150000 sec): 3 clusters
  Score: Raw -22726.194342 + Penalty 1854.810836 = -20871.383506
  nChanged 11
		SP:Iteration 2Q (40987.160000 sec): 3 clusters
  Score: Raw -22771.976706 + Penalty 1854.810836 = -20917.165870
  nChanged 6
		SP:Iteration 3Q (40987.170000 sec): 3 clusters
  Score: Raw -22796.310801 + Penalty 1854.810836 = -20941.499965
  nChanged 2
		SP:Iteration 4Q (40987.180000 sec): 3 clusters
  Score: Raw -22803.476270 + Penalty 1854.810836 = -20948.665434
  nChanged 3
		SP:Iteration 5Q (40987.190000 sec): 3 clusters
  Score: Raw -22809.349044 + Penalty 1854.810836 = -20954.538208
  nChanged 2
		SP:Iteration 6Q (40987.190000 sec): 3 clusters
  Score: Raw -22816.662515 + Penalty 1854.810836 = -20961.851679
  nChanged 3
		SP:Iteration 7Q (40987.200000 sec): 3 clusters
  Score: Raw -22820.066759 + Penalty 1854.810836 = -20965.255923
  nChanged 1
		SP:Iteration 8Q (40987.210000 sec): 3 clusters
  Score: Raw -22821.232722 + Penalty 1854.810836 = -20966.421886
  nChanged 0
		SP:Iteration 9F (40987.220000 sec): 3 clusters
  Score: Raw -22821.232722 + Penalty 1854.810836 = -20966.421886
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 51 (3258 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (40987.290000 sec): 2 clusters
  Score: Raw -266477.848016 + Penalty 1314.441178 = -265163.406838
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (40987.360000 sec): 3 clusters
  Score: Raw -264935.881407 + Penalty 2628.882356 = -262306.999051
  nChanged 1252
		SP:Iteration 1F (40987.420000 sec): 3 clusters
  Score: Raw -265741.404944 + Penalty 2628.882356 = -263112.522588
  nChanged 268
		SP:Iteration 2F (40987.480000 sec): 3 clusters
  Score: Raw -265916.380420 + Penalty 2628.882356 = -263287.498063
  nChanged 165
		SP:Iteration 3F (40987.550000 sec): 3 clusters
  Score: Raw -266031.143281 + Penalty 2628.882356 = -263402.260924
  nChanged 120
		SP:Iteration 4Q (40987.610000 sec): 3 clusters
  Score: Raw -266100.904282 + Penalty 2628.882356 = -263472.021926
  nChanged 95
		SP:Iteration 5Q (40987.670000 sec): 3 clusters
  Score: Raw -266155.953021 + Penalty 2628.882356 = -263527.070664
  nChanged 93
		SP:Iteration 6Q (40987.730000 sec): 3 clusters
  Score: Raw -266212.925992 + Penalty 2628.882356 = -263584.043635
  nChanged 94
		SP:Iteration 7Q (40987.800000 sec): 3 clusters
  Score: Raw -266273.085294 + Penalty 2628.882356 = -263644.202937
  nChanged 75
		SP:Iteration 8Q (40987.860000 sec): 3 clusters
  Score: Raw -266320.604649 + Penalty 2628.882356 = -263691.722293
  nChanged 74
		SP:Iteration 9Q (40987.920000 sec): 3 clusters
  Score: Raw -266361.948842 + Penalty 2628.882356 = -263733.066486
  nChanged 57
		SP:Iteration 10Q (40987.990000 sec): 3 clusters
  Score: Raw -266390.657200 + Penalty 2628.882356 = -263761.774844
  nChanged 49
		SP:Iteration 11Q (40988.050000 sec): 3 clusters
  Score: Raw -266414.377827 + Penalty 2628.882356 = -263785.495470
  nChanged 45
		SP:Iteration 12Q (40988.110000 sec): 3 clusters
  Score: Raw -266437.128129 + Penalty 2628.882356 = -263808.245772
  nChanged 45
		SP:Iteration 13Q (40988.170000 sec): 3 clusters
  Score: Raw -266456.112600 + Penalty 2628.882356 = -263827.230243
  nChanged 38
		SP:Iteration 14Q (40988.240000 sec): 3 clusters
  Score: Raw -266473.807050 + Penalty 2628.882356 = -263844.924694
  nChanged 36
		SP:Iteration 15Q (40988.300000 sec): 3 clusters
  Score: Raw -266493.514728 + Penalty 2628.882356 = -263864.632371
  nChanged 41
		SP:Iteration 16Q (40988.370000 sec): 3 clusters
  Score: Raw -266510.548151 + Penalty 2628.882356 = -263881.665794
  nChanged 38
		SP:Iteration 17Q (40988.430000 sec): 3 clusters
  Score: Raw -266529.914331 + Penalty 2628.882356 = -263901.031974
  nChanged 39
		SP:Iteration 18Q (40988.490000 sec): 3 clusters
  Score: Raw -266546.531967 + Penalty 2628.882356 = -263917.649611
  nChanged 40
		SP:Iteration 19Q (40988.550000 sec): 3 clusters
  Score: Raw -266560.204489 + Penalty 2628.882356 = -263931.322132
  nChanged 28
		SP:Iteration 20F (40988.610000 sec): 3 clusters
  Score: Raw -266570.856264 + Penalty 2628.882356 = -263941.973908
  nChanged 20
		SP:Iteration 21Q (40988.680000 sec): 3 clusters
  Score: Raw -266578.932253 + Penalty 2628.882356 = -263950.049897
  nChanged 24
		SP:Iteration 22Q (40988.740000 sec): 3 clusters
  Score: Raw -266587.059561 + Penalty 2628.882356 = -263958.177204
  nChanged 26
		SP:Iteration 23Q (40988.800000 sec): 3 clusters
  Score: Raw -266594.991261 + Penalty 2628.882356 = -263966.108905
  nChanged 18
		SP:Iteration 24Q (40988.870000 sec): 3 clusters
  Score: Raw -266602.596671 + Penalty 2628.882356 = -263973.714314
  nChanged 19
		SP:Iteration 25Q (40988.930000 sec): 3 clusters
  Score: Raw -266609.620807 + Penalty 2628.882356 = -263980.738450
  nChanged 20
		SP:Iteration 26Q (40988.990000 sec): 3 clusters
  Score: Raw -266620.103985 + Penalty 2628.882356 = -263991.221628
  nChanged 22
		SP:Iteration 27Q (40989.050000 sec): 3 clusters
  Score: Raw -266628.539050 + Penalty 2628.882356 = -263999.656693
  nChanged 20
		SP:Iteration 28Q (40989.120000 sec): 3 clusters
  Score: Raw -266633.627694 + Penalty 2628.882356 = -264004.745337
  nChanged 12
		SP:Iteration 29Q (40989.180000 sec): 3 clusters
  Score: Raw -266636.850561 + Penalty 2628.882356 = -264007.968204
  nChanged 9
		SP:Iteration 30Q (40989.240000 sec): 3 clusters
  Score: Raw -266640.868748 + Penalty 2628.882356 = -264011.986392
  nChanged 15
		SP:Iteration 31Q (40989.310000 sec): 3 clusters
  Score: Raw -266645.144562 + Penalty 2628.882356 = -264016.262205
  nChanged 15
		SP:Iteration 32Q (40989.370000 sec): 3 clusters
  Score: Raw -266650.946504 + Penalty 2628.882356 = -264022.064148
  nChanged 13
		SP:Iteration 33Q (40989.430000 sec): 3 clusters
  Score: Raw -266656.500059 + Penalty 2628.882356 = -264027.617703
  nChanged 11
		SP:Iteration 34Q (40989.490000 sec): 3 clusters
  Score: Raw -266659.673148 + Penalty 2628.882356 = -264030.790791
  nChanged 12
		SP:Iteration 35Q (40989.550000 sec): 3 clusters
  Score: Raw -266663.694791 + Penalty 2628.882356 = -264034.812435
  nChanged 14
		SP:Iteration 36Q (40989.620000 sec): 3 clusters
  Score: Raw -266667.809716 + Penalty 2628.882356 = -264038.927360
  nChanged 13
		SP:Iteration 37Q (40989.680000 sec): 3 clusters
  Score: Raw -266670.974893 + Penalty 2628.882356 = -264042.092537
  nChanged 7
		SP:Iteration 38Q (40989.740000 sec): 3 clusters
  Score: Raw -266673.425825 + Penalty 2628.882356 = -264044.543468
  nChanged 12
		SP:Iteration 39Q (40989.810000 sec): 3 clusters
  Score: Raw -266678.283194 + Penalty 2628.882356 = -264049.400837
  nChanged 13
		SP:Iteration 40F (40989.870000 sec): 3 clusters
  Score: Raw -266684.483937 + Penalty 2628.882356 = -264055.601580
  nChanged 15
		SP:Iteration 41Q (40989.930000 sec): 3 clusters
  Score: Raw -266689.658555 + Penalty 2628.882356 = -264060.776198
  nChanged 12
		SP:Iteration 42Q (40989.990000 sec): 3 clusters
  Score: Raw -266695.567966 + Penalty 2628.882356 = -264066.685609
  nChanged 17
		SP:Iteration 43Q (40990.050000 sec): 3 clusters
  Score: Raw -266703.094300 + Penalty 2628.882356 = -264074.211944
  nChanged 15
		SP:Iteration 44Q (40990.120000 sec): 3 clusters
  Score: Raw -266707.358899 + Penalty 2628.882356 = -264078.476543
  nChanged 12
		SP:Iteration 45Q (40990.180000 sec): 3 clusters
  Score: Raw -266710.728036 + Penalty 2628.882356 = -264081.845680
  nChanged 10
		SP:Iteration 46Q (40990.240000 sec): 3 clusters
  Score: Raw -266715.237866 + Penalty 2628.882356 = -264086.355510
  nChanged 10
		SP:Iteration 47Q (40990.310000 sec): 3 clusters
  Score: Raw -266720.263172 + Penalty 2628.882356 = -264091.380815
  nChanged 10
		SP:Iteration 48Q (40990.370000 sec): 3 clusters
  Score: Raw -266724.530027 + Penalty 2628.882356 = -264095.647671
  nChanged 11
		SP:Iteration 49Q (40990.430000 sec): 3 clusters
  Score: Raw -266728.589951 + Penalty 2628.882356 = -264099.707594
  nChanged 13
		SP:Iteration 50Q (40990.490000 sec): 3 clusters
  Score: Raw -266733.440070 + Penalty 2628.882356 = -264104.557713
  nChanged 16
		SP:Iteration 51Q (40990.550000 sec): 3 clusters
  Score: Raw -266739.375150 + Penalty 2628.882356 = -264110.492793
  nChanged 15
		SP:Iteration 52Q (40990.620000 sec): 3 clusters
  Score: Raw -266743.882615 + Penalty 2628.882356 = -264115.000259
  nChanged 13
		SP:Iteration 53Q (40990.680000 sec): 3 clusters
  Score: Raw -266751.578848 + Penalty 2628.882356 = -264122.696491
  nChanged 23
		SP:Iteration 54Q (40990.740000 sec): 3 clusters
  Score: Raw -266762.739565 + Penalty 2628.882356 = -264133.857208
  nChanged 31
		SP:Iteration 55Q (40990.810000 sec): 3 clusters
  Score: Raw -266775.009984 + Penalty 2628.882356 = -264146.127627
  nChanged 31
		SP:Iteration 56Q (40990.870000 sec): 3 clusters
  Score: Raw -266786.523911 + Penalty 2628.882356 = -264157.641554
  nChanged 23
		SP:Iteration 57Q (40990.930000 sec): 3 clusters
  Score: Raw -266796.331144 + Penalty 2628.882356 = -264167.448787
  nChanged 16
		SP:Iteration 58Q (40990.990000 sec): 3 clusters
  Score: Raw -266802.172534 + Penalty 2628.882356 = -264173.290177
  nChanged 13
		SP:Iteration 59Q (40991.060000 sec): 3 clusters
  Score: Raw -266809.390364 + Penalty 2628.882356 = -264180.508007
  nChanged 15
		SP:Iteration 60F (40991.120000 sec): 3 clusters
  Score: Raw -266814.943604 + Penalty 2628.882356 = -264186.061247
  nChanged 17
		SP:Iteration 61Q (40991.180000 sec): 3 clusters
  Score: Raw -266819.905571 + Penalty 2628.882356 = -264191.023214
  nChanged 10
		SP:Iteration 62Q (40991.240000 sec): 3 clusters
  Score: Raw -266822.016993 + Penalty 2628.882356 = -264193.134637
  nChanged 4
		SP:Iteration 63Q (40991.310000 sec): 3 clusters
  Score: Raw -266822.781621 + Penalty 2628.882356 = -264193.899264
  nChanged 3
		SP:Iteration 64Q (40991.370000 sec): 3 clusters
  Score: Raw -266823.256619 + Penalty 2628.882356 = -264194.374262
  nChanged 3
		SP:Iteration 65Q (40991.430000 sec): 3 clusters
  Score: Raw -266823.960359 + Penalty 2628.882356 = -264195.078003
  nChanged 5
		SP:Iteration 66Q (40991.490000 sec): 3 clusters
  Score: Raw -266824.802750 + Penalty 2628.882356 = -264195.920393
  nChanged 2
		SP:Iteration 67Q (40991.550000 sec): 3 clusters
  Score: Raw -266825.474036 + Penalty 2628.882356 = -264196.591680
  nChanged 3
		SP:Iteration 68Q (40991.620000 sec): 3 clusters
  Score: Raw -266826.400187 + Penalty 2628.882356 = -264197.517830
  nChanged 2
		SP:Iteration 69Q (40991.680000 sec): 3 clusters
  Score: Raw -266827.334617 + Penalty 2628.882356 = -264198.452260
  nChanged 1
		SP:Iteration 70Q (40991.740000 sec): 3 clusters
  Score: Raw -266827.409088 + Penalty 2628.882356 = -264198.526732
  nChanged 0
		SP:Iteration 71F (40991.810000 sec): 3 clusters
  Score: Raw -266827.409088 + Penalty 2628.882356 = -264198.526732
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 52 (1680 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (40991.870000 sec): 2 clusters
  Score: Raw -142081.042593 + Penalty 1206.814224 = -140874.228369
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (40991.900000 sec): 3 clusters
  Score: Raw -141430.695526 + Penalty 2413.628449 = -139017.067077
  nChanged 563
		SP:Iteration 1F (40991.930000 sec): 3 clusters
  Score: Raw -141840.767212 + Penalty 2413.628449 = -139427.138763
  nChanged 141
		SP:Iteration 2F (40991.970000 sec): 3 clusters
  Score: Raw -141960.175430 + Penalty 2413.628449 = -139546.546982
  nChanged 92
		SP:Iteration 3F (40992.000000 sec): 3 clusters
  Score: Raw -142048.124187 + Penalty 2413.628449 = -139634.495738
  nChanged 80
		SP:Iteration 4Q (40992.030000 sec): 3 clusters
  Score: Raw -142156.523797 + Penalty 2413.628449 = -139742.895349
  nChanged 75
		SP:Iteration 5Q (40992.070000 sec): 3 clusters
  Score: Raw -142264.967149 + Penalty 2413.628449 = -139851.338701
  nChanged 71
		SP:Iteration 6Q (40992.100000 sec): 3 clusters
  Score: Raw -142370.927686 + Penalty 2413.628449 = -139957.299237
  nChanged 57
		SP:Iteration 7Q (40992.130000 sec): 3 clusters
  Score: Raw -142447.772953 + Penalty 2413.628449 = -140034.144504
  nChanged 43
		SP:Iteration 8Q (40992.170000 sec): 3 clusters
  Score: Raw -142519.563400 + Penalty 2413.628449 = -140105.934951
  nChanged 50
		SP:Iteration 9Q (40992.200000 sec): 3 clusters
  Score: Raw -142595.056284 + Penalty 2413.628449 = -140181.427835
  nChanged 57
		SP:Iteration 10Q (40992.230000 sec): 3 clusters
  Score: Raw -142702.696346 + Penalty 2413.628449 = -140289.067897
  nChanged 60
		SP:Iteration 11Q (40992.260000 sec): 3 clusters
  Score: Raw -142805.605107 + Penalty 2413.628449 = -140391.976659
  nChanged 55
		SP:Iteration 12Q (40992.290000 sec): 3 clusters
  Score: Raw -142897.542440 + Penalty 2413.628449 = -140483.913992
  nChanged 53
		SP:Iteration 13Q (40992.330000 sec): 3 clusters
  Score: Raw -142996.089994 + Penalty 2413.628449 = -140582.461546
  nChanged 48
		SP:Iteration 14Q (40992.360000 sec): 3 clusters
  Score: Raw -143070.408247 + Penalty 2413.628449 = -140656.779799
  nChanged 42
		SP:Iteration 15Q (40992.390000 sec): 3 clusters
  Score: Raw -143142.809097 + Penalty 2413.628449 = -140729.180648
  nChanged 36
		SP:Iteration 16Q (40992.420000 sec): 3 clusters
  Score: Raw -143192.989908 + Penalty 2413.628449 = -140779.361459
  nChanged 18
		SP:Iteration 17Q (40992.450000 sec): 3 clusters
  Score: Raw -143212.131539 + Penalty 2413.628449 = -140798.503090
  nChanged 8
		SP:Iteration 18Q (40992.490000 sec): 3 clusters
  Score: Raw -143219.049643 + Penalty 2413.628449 = -140805.421194
  nChanged 4
		SP:Iteration 19Q (40992.510000 sec): 3 clusters
  Score: Raw -143221.500812 + Penalty 2413.628449 = -140807.872363
  nChanged 3
		SP:Iteration 20F (40992.550000 sec): 3 clusters
  Score: Raw -143224.142024 + Penalty 2413.628449 = -140810.513576
  nChanged 2
		SP:Iteration 21Q (40992.580000 sec): 3 clusters
  Score: Raw -143226.037279 + Penalty 2413.628449 = -140812.408830
  nChanged 1
		SP:Iteration 22Q (40992.610000 sec): 3 clusters
  Score: Raw -143226.460667 + Penalty 2413.628449 = -140812.832218
  nChanged 1
		SP:Iteration 23Q (40992.640000 sec): 3 clusters
  Score: Raw -143227.892338 + Penalty 2413.628449 = -140814.263889
  nChanged 3
		SP:Iteration 24Q (40992.670000 sec): 3 clusters
  Score: Raw -143229.913448 + Penalty 2413.628449 = -140816.285000
  nChanged 4
		SP:Iteration 25Q (40992.700000 sec): 3 clusters
  Score: Raw -143234.323292 + Penalty 2413.628449 = -140820.694844
  nChanged 2
		SP:Iteration 26Q (40992.730000 sec): 3 clusters
  Score: Raw -143236.740401 + Penalty 2413.628449 = -140823.111953
  nChanged 1
		SP:Iteration 27Q (40992.770000 sec): 3 clusters
  Score: Raw -143237.458151 + Penalty 2413.628449 = -140823.829702
  nChanged 0
		SP:Iteration 28F (40992.800000 sec): 3 clusters
  Score: Raw -143237.458151 + Penalty 2413.628449 = -140823.829702
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 53 (6124 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (40992.890000 sec): 2 clusters
  Score: Raw -528499.167537 + Penalty 1416.995248 = -527082.172289
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (40993.050000 sec): 3 clusters
  Score: Raw -525261.666875 + Penalty 2833.990496 = -522427.676379
  nChanged 2490
		SP:Iteration 1F (40993.160000 sec): 3 clusters
  Score: Raw -526805.470581 + Penalty 2833.990496 = -523971.480086
  nChanged 536
		SP:Iteration 2F (40993.270000 sec): 3 clusters
  Score: Raw -527223.690004 + Penalty 2833.990496 = -524389.699508
  nChanged 474
		SP:Iteration 3F (40993.370000 sec): 3 clusters
  Score: Raw -527569.991727 + Penalty 2833.990496 = -524736.001231
  nChanged 384
		SP:Iteration 4F (40993.480000 sec): 3 clusters
  Score: Raw -527831.482810 + Penalty 2833.990496 = -524997.492314
  nChanged 286
		SP:Iteration 5Q (40993.590000 sec): 3 clusters
  Score: Raw -527967.225570 + Penalty 2833.990496 = -525133.235074
  nChanged 205
		SP:Iteration 6Q (40993.690000 sec): 3 clusters
  Score: Raw -528058.200725 + Penalty 2833.990496 = -525224.210229
  nChanged 153
		SP:Iteration 7Q (40993.800000 sec): 3 clusters
  Score: Raw -528119.564598 + Penalty 2833.990496 = -525285.574102
  nChanged 136
		SP:Iteration 8Q (40993.910000 sec): 3 clusters
  Score: Raw -528169.184633 + Penalty 2833.990496 = -525335.194137
  nChanged 89
		SP:Iteration 9Q (40994.020000 sec): 3 clusters
  Score: Raw -528193.757928 + Penalty 2833.990496 = -525359.767432
  nChanged 77
		SP:Iteration 10Q (40994.130000 sec): 3 clusters
  Score: Raw -528215.048870 + Penalty 2833.990496 = -525381.058374
  nChanged 52
		SP:Iteration 11Q (40994.230000 sec): 3 clusters
  Score: Raw -528228.052572 + Penalty 2833.990496 = -525394.062076
  nChanged 46
		SP:Iteration 12Q (40994.340000 sec): 3 clusters
  Score: Raw -528242.353444 + Penalty 2833.990496 = -525408.362948
  nChanged 60
		SP:Iteration 13Q (40994.450000 sec): 3 clusters
  Score: Raw -528256.770564 + Penalty 2833.990496 = -525422.780068
  nChanged 47
		SP:Iteration 14Q (40994.560000 sec): 3 clusters
  Score: Raw -528267.827932 + Penalty 2833.990496 = -525433.837436
  nChanged 44
		SP:Iteration 15Q (40994.670000 sec): 3 clusters
  Score: Raw -528279.080799 + Penalty 2833.990496 = -525445.090303
  nChanged 41
		SP:Iteration 16Q (40994.770000 sec): 3 clusters
  Score: Raw -528289.039982 + Penalty 2833.990496 = -525455.049486
  nChanged 35
		SP:Iteration 17Q (40994.880000 sec): 3 clusters
  Score: Raw -528297.555053 + Penalty 2833.990496 = -525463.564557
  nChanged 39
		SP:Iteration 18Q (40994.990000 sec): 3 clusters
  Score: Raw -528305.663428 + Penalty 2833.990496 = -525471.672932
  nChanged 35
		SP:Iteration 19Q (40995.100000 sec): 3 clusters
  Score: Raw -528314.877056 + Penalty 2833.990496 = -525480.886560
  nChanged 36
		SP:Iteration 20F (40995.200000 sec): 3 clusters
  Score: Raw -528321.388643 + Penalty 2833.990496 = -525487.398147
  nChanged 22
		SP:Iteration 21Q (40995.310000 sec): 3 clusters
  Score: Raw -528324.430396 + Penalty 2833.990496 = -525490.439900
  nChanged 16
		SP:Iteration 22Q (40995.420000 sec): 3 clusters
  Score: Raw -528327.370295 + Penalty 2833.990496 = -525493.379799
  nChanged 11
		SP:Iteration 23Q (40995.520000 sec): 3 clusters
  Score: Raw -528329.456796 + Penalty 2833.990496 = -525495.466300
  nChanged 11
		SP:Iteration 24Q (40995.630000 sec): 3 clusters
  Score: Raw -528331.207595 + Penalty 2833.990496 = -525497.217099
  nChanged 16
		SP:Iteration 25Q (40995.740000 sec): 3 clusters
  Score: Raw -528334.294003 + Penalty 2833.990496 = -525500.303508
  nChanged 12
		SP:Iteration 26Q (40995.840000 sec): 3 clusters
  Score: Raw -528336.334609 + Penalty 2833.990496 = -525502.344113
  nChanged 6
		SP:Iteration 27Q (40995.950000 sec): 3 clusters
  Score: Raw -528337.046121 + Penalty 2833.990496 = -525503.055625
  nChanged 4
		SP:Iteration 28Q (40996.060000 sec): 3 clusters
  Score: Raw -528337.757364 + Penalty 2833.990496 = -525503.766868
  nChanged 5
		SP:Iteration 29Q (40996.170000 sec): 3 clusters
  Score: Raw -528338.604573 + Penalty 2833.990496 = -525504.614077
  nChanged 6
		SP:Iteration 30Q (40996.280000 sec): 3 clusters
  Score: Raw -528339.654334 + Penalty 2833.990496 = -525505.663838
  nChanged 6
		SP:Iteration 31Q (40996.380000 sec): 3 clusters
  Score: Raw -528340.847391 + Penalty 2833.990496 = -525506.856895
  nChanged 5
		SP:Iteration 32Q (40996.490000 sec): 3 clusters
  Score: Raw -528341.715538 + Penalty 2833.990496 = -525507.725042
  nChanged 7
		SP:Iteration 33Q (40996.600000 sec): 3 clusters
  Score: Raw -528342.545688 + Penalty 2833.990496 = -525508.555192
  nChanged 5
		SP:Iteration 34Q (40996.710000 sec): 3 clusters
  Score: Raw -528343.529190 + Penalty 2833.990496 = -525509.538694
  nChanged 5
		SP:Iteration 35Q (40996.820000 sec): 3 clusters
  Score: Raw -528344.236013 + Penalty 2833.990496 = -525510.245517
  nChanged 4
		SP:Iteration 36Q (40996.920000 sec): 3 clusters
  Score: Raw -528344.701293 + Penalty 2833.990496 = -525510.710797
  nChanged 3
		SP:Iteration 37Q (40997.030000 sec): 3 clusters
  Score: Raw -528345.053388 + Penalty 2833.990496 = -525511.062892
  nChanged 2
		SP:Iteration 38Q (40997.140000 sec): 3 clusters
  Score: Raw -528345.371529 + Penalty 2833.990496 = -525511.381033
  nChanged 2
		SP:Iteration 39Q (40997.250000 sec): 3 clusters
  Score: Raw -528345.870313 + Penalty 2833.990496 = -525511.879817
  nChanged 3
		SP:Iteration 40F (40997.350000 sec): 3 clusters
  Score: Raw -528346.388597 + Penalty 2833.990496 = -525512.398101
  nChanged 3
		SP:Iteration 41Q (40997.460000 sec): 3 clusters
  Score: Raw -528346.861733 + Penalty 2833.990496 = -525512.871237
  nChanged 7
		SP:Iteration 42Q (40997.570000 sec): 3 clusters
  Score: Raw -528348.263649 + Penalty 2833.990496 = -525514.273153
  nChanged 8
		SP:Iteration 43Q (40997.680000 sec): 3 clusters
  Score: Raw -528349.360052 + Penalty 2833.990496 = -525515.369556
  nChanged 7
		SP:Iteration 44Q (40997.780000 sec): 3 clusters
  Score: Raw -528350.919657 + Penalty 2833.990496 = -525516.929161
  nChanged 8
		SP:Iteration 45Q (40997.890000 sec): 3 clusters
  Score: Raw -528351.982305 + Penalty 2833.990496 = -525517.991809
  nChanged 4
		SP:Iteration 46Q (40998.000000 sec): 3 clusters
  Score: Raw -528352.460162 + Penalty 2833.990496 = -525518.469666
  nChanged 0
		SP:Iteration 47F (40998.100000 sec): 3 clusters
  Score: Raw -528352.460162 + Penalty 2833.990496 = -525518.469666
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 54 (1555 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (40998.160000 sec): 2 clusters
  Score: Raw -113549.693621 + Penalty 1194.250009 = -112355.443612
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (40998.200000 sec): 3 clusters
  Score: Raw -112955.887256 + Penalty 2388.500018 = -110567.387238
  nChanged 524
		SP:Iteration 1F (40998.220000 sec): 3 clusters
  Score: Raw -113375.752480 + Penalty 2388.500018 = -110987.252462
  nChanged 114
		SP:Iteration 2F (40998.260000 sec): 3 clusters
  Score: Raw -113486.537424 + Penalty 2388.500018 = -111098.037406
  nChanged 74
		SP:Iteration 3Q (40998.290000 sec): 3 clusters
  Score: Raw -113560.560052 + Penalty 2388.500018 = -111172.060034
  nChanged 56
		SP:Iteration 4Q (40998.320000 sec): 3 clusters
  Score: Raw -113610.179446 + Penalty 2388.500018 = -111221.679428
  nChanged 51
		SP:Iteration 5Q (40998.350000 sec): 3 clusters
  Score: Raw -113648.563751 + Penalty 2388.500018 = -111260.063733
  nChanged 39
		SP:Iteration 6Q (40998.380000 sec): 3 clusters
  Score: Raw -113680.192695 + Penalty 2388.500018 = -111291.692677
  nChanged 22
		SP:Iteration 7Q (40998.410000 sec): 3 clusters
  Score: Raw -113699.236283 + Penalty 2388.500018 = -111310.736265
  nChanged 24
		SP:Iteration 8Q (40998.440000 sec): 3 clusters
  Score: Raw -113717.841396 + Penalty 2388.500018 = -111329.341378
  nChanged 18
		SP:Iteration 9Q (40998.470000 sec): 3 clusters
  Score: Raw -113730.518688 + Penalty 2388.500018 = -111342.018670
  nChanged 17
		SP:Iteration 10Q (40998.500000 sec): 3 clusters
  Score: Raw -113742.287999 + Penalty 2388.500018 = -111353.787981
  nChanged 13
		SP:Iteration 11Q (40998.530000 sec): 3 clusters
  Score: Raw -113753.765571 + Penalty 2388.500018 = -111365.265553
  nChanged 14
		SP:Iteration 12Q (40998.560000 sec): 3 clusters
  Score: Raw -113762.605473 + Penalty 2388.500018 = -111374.105455
  nChanged 8
		SP:Iteration 13Q (40998.600000 sec): 3 clusters
  Score: Raw -113766.362323 + Penalty 2388.500018 = -111377.862305
  nChanged 6
		SP:Iteration 14Q (40998.620000 sec): 3 clusters
  Score: Raw -113768.987915 + Penalty 2388.500018 = -111380.487897
  nChanged 3
		SP:Iteration 15Q (40998.660000 sec): 3 clusters
  Score: Raw -113769.648863 + Penalty 2388.500018 = -111381.148845
  nChanged 0
		SP:Iteration 16F (40998.690000 sec): 3 clusters
  Score: Raw -113769.648863 + Penalty 2388.500018 = -111381.148845
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 55 (1866 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (40998.750000 sec): 2 clusters
  Score: Raw -161065.348352 + Penalty 1223.877262 = -159841.471090
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (40998.790000 sec): 3 clusters
  Score: Raw -160291.974856 + Penalty 2447.754524 = -157844.220332
  nChanged 624
		SP:Iteration 1F (40998.820000 sec): 3 clusters
  Score: Raw -160739.223070 + Penalty 2447.754524 = -158291.468546
  nChanged 154
		SP:Iteration 2F (40998.860000 sec): 3 clusters
  Score: Raw -160855.559702 + Penalty 2447.754524 = -158407.805178
  nChanged 97
		SP:Iteration 3F (40998.900000 sec): 3 clusters
  Score: Raw -160947.149860 + Penalty 2447.754524 = -158499.395336
  nChanged 78
		SP:Iteration 4Q (40998.930000 sec): 3 clusters
  Score: Raw -161014.423973 + Penalty 2447.754524 = -158566.669449
  nChanged 64
		SP:Iteration 5Q (40998.970000 sec): 3 clusters
  Score: Raw -161058.850259 + Penalty 2447.754524 = -158611.095735
  nChanged 51
		SP:Iteration 6Q (40999.000000 sec): 3 clusters
  Score: Raw -161098.727405 + Penalty 2447.754524 = -158650.972881
  nChanged 48
		SP:Iteration 7Q (40999.040000 sec): 3 clusters
  Score: Raw -161131.455668 + Penalty 2447.754524 = -158683.701144
  nChanged 38
		SP:Iteration 8Q (40999.080000 sec): 3 clusters
  Score: Raw -161157.751212 + Penalty 2447.754524 = -158709.996688
  nChanged 25
		SP:Iteration 9Q (40999.120000 sec): 3 clusters
  Score: Raw -161175.826764 + Penalty 2447.754524 = -158728.072240
  nChanged 28
		SP:Iteration 10Q (40999.150000 sec): 3 clusters
  Score: Raw -161189.400711 + Penalty 2447.754524 = -158741.646187
  nChanged 17
		SP:Iteration 11Q (40999.190000 sec): 3 clusters
  Score: Raw -161199.176908 + Penalty 2447.754524 = -158751.422384
  nChanged 19
		SP:Iteration 12Q (40999.220000 sec): 3 clusters
  Score: Raw -161209.606320 + Penalty 2447.754524 = -158761.851796
  nChanged 17
		SP:Iteration 13Q (40999.260000 sec): 3 clusters
  Score: Raw -161220.998714 + Penalty 2447.754524 = -158773.244190
  nChanged 19
		SP:Iteration 14Q (40999.300000 sec): 3 clusters
  Score: Raw -161233.330724 + Penalty 2447.754524 = -158785.576200
  nChanged 18
		SP:Iteration 15Q (40999.330000 sec): 3 clusters
  Score: Raw -161247.950691 + Penalty 2447.754524 = -158800.196167
  nChanged 20
		SP:Iteration 16Q (40999.370000 sec): 3 clusters
  Score: Raw -161266.993458 + Penalty 2447.754524 = -158819.238934
  nChanged 21
		SP:Iteration 17Q (40999.400000 sec): 3 clusters
  Score: Raw -161283.386180 + Penalty 2447.754524 = -158835.631656
  nChanged 20
		SP:Iteration 18Q (40999.440000 sec): 3 clusters
  Score: Raw -161296.162997 + Penalty 2447.754524 = -158848.408473
  nChanged 13
		SP:Iteration 19Q (40999.480000 sec): 3 clusters
  Score: Raw -161305.449487 + Penalty 2447.754524 = -158857.694963
  nChanged 8
		SP:Iteration 20F (40999.510000 sec): 3 clusters
  Score: Raw -161310.704416 + Penalty 2447.754524 = -158862.949892
  nChanged 4
		SP:Iteration 21Q (40999.550000 sec): 3 clusters
  Score: Raw -161312.909918 + Penalty 2447.754524 = -158865.155394
  nChanged 5
		SP:Iteration 22Q (40999.580000 sec): 3 clusters
  Score: Raw -161315.407660 + Penalty 2447.754524 = -158867.653136
  nChanged 4
		SP:Iteration 23Q (40999.620000 sec): 3 clusters
  Score: Raw -161317.319286 + Penalty 2447.754524 = -158869.564762
  nChanged 3
		SP:Iteration 24Q (40999.660000 sec): 3 clusters
  Score: Raw -161319.661349 + Penalty 2447.754524 = -158871.906825
  nChanged 3
		SP:Iteration 25Q (40999.690000 sec): 3 clusters
  Score: Raw -161322.619675 + Penalty 2447.754524 = -158874.865151
  nChanged 4
		SP:Iteration 26Q (40999.730000 sec): 3 clusters
  Score: Raw -161324.696008 + Penalty 2447.754524 = -158876.941484
  nChanged 3
		SP:Iteration 27Q (40999.760000 sec): 3 clusters
  Score: Raw -161326.283535 + Penalty 2447.754524 = -158878.529011
  nChanged 2
		SP:Iteration 28Q (40999.800000 sec): 3 clusters
  Score: Raw -161327.555348 + Penalty 2447.754524 = -158879.800824
  nChanged 3
		SP:Iteration 29Q (40999.840000 sec): 3 clusters
  Score: Raw -161329.056863 + Penalty 2447.754524 = -158881.302339
  nChanged 1
		SP:Iteration 30Q (40999.870000 sec): 3 clusters
  Score: Raw -161329.498310 + Penalty 2447.754524 = -158881.743786
  nChanged 2
		SP:Iteration 31Q (40999.910000 sec): 3 clusters
  Score: Raw -161330.840213 + Penalty 2447.754524 = -158883.085689
  nChanged 3
		SP:Iteration 32Q (40999.940000 sec): 3 clusters
  Score: Raw -161333.257080 + Penalty 2447.754524 = -158885.502556
  nChanged 4
		SP:Iteration 33Q (40999.980000 sec): 3 clusters
  Score: Raw -161335.082470 + Penalty 2447.754524 = -158887.327946
  nChanged 1
		SP:Iteration 34Q (41000.020000 sec): 3 clusters
  Score: Raw -161335.926058 + Penalty 2447.754524 = -158888.171534
  nChanged 1
		SP:Iteration 35Q (41000.050000 sec): 3 clusters
  Score: Raw -161336.143805 + Penalty 2447.754524 = -158888.389281
  nChanged 0
		SP:Iteration 36F (41000.090000 sec): 3 clusters
  Score: Raw -161336.143805 + Penalty 2447.754524 = -158888.389281
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 56 (3211 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (41000.160000 sec): 2 clusters
  Score: Raw -231575.053629 + Penalty 1312.079875 = -230262.973753
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (41000.220000 sec): 3 clusters
  Score: Raw -230081.603125 + Penalty 2624.159751 = -227457.443374
  nChanged 1196
		SP:Iteration 1F (41000.290000 sec): 3 clusters
  Score: Raw -230896.638275 + Penalty 2624.159751 = -228272.478524
  nChanged 302
		SP:Iteration 2F (41000.350000 sec): 3 clusters
  Score: Raw -231154.558912 + Penalty 2624.159751 = -228530.399162
  nChanged 221
		SP:Iteration 3F (41000.410000 sec): 3 clusters
  Score: Raw -231368.744556 + Penalty 2624.159751 = -228744.584806
  nChanged 204
		SP:Iteration 4F (41000.470000 sec): 3 clusters
  Score: Raw -231596.862758 + Penalty 2624.159751 = -228972.703008
  nChanged 172
		SP:Iteration 5F (41000.530000 sec): 3 clusters
  Score: Raw -231748.028273 + Penalty 2624.159751 = -229123.868522
  nChanged 124
		SP:Iteration 6Q (41000.600000 sec): 3 clusters
  Score: Raw -231841.778592 + Penalty 2624.159751 = -229217.618841
  nChanged 91
		SP:Iteration 7Q (41000.660000 sec): 3 clusters
  Score: Raw -231902.034495 + Penalty 2624.159751 = -229277.874745
  nChanged 66
		SP:Iteration 8Q (41000.720000 sec): 3 clusters
  Score: Raw -231940.791542 + Penalty 2624.159751 = -229316.631792
  nChanged 54
		SP:Iteration 9Q (41000.780000 sec): 3 clusters
  Score: Raw -231971.854351 + Penalty 2624.159751 = -229347.694600
  nChanged 43
		SP:Iteration 10Q (41000.840000 sec): 3 clusters
  Score: Raw -231999.248964 + Penalty 2624.159751 = -229375.089214
  nChanged 45
		SP:Iteration 11Q (41000.900000 sec): 3 clusters
  Score: Raw -232021.204841 + Penalty 2624.159751 = -229397.045091
  nChanged 29
		SP:Iteration 12Q (41000.970000 sec): 3 clusters
  Score: Raw -232033.882428 + Penalty 2624.159751 = -229409.722677
  nChanged 28
		SP:Iteration 13Q (41001.030000 sec): 3 clusters
  Score: Raw -232048.114490 + Penalty 2624.159751 = -229423.954739
  nChanged 26
		SP:Iteration 14Q (41001.090000 sec): 3 clusters
  Score: Raw -232062.706826 + Penalty 2624.159751 = -229438.547076
  nChanged 25
		SP:Iteration 15Q (41001.150000 sec): 3 clusters
  Score: Raw -232070.170781 + Penalty 2624.159751 = -229446.011030
  nChanged 12
		SP:Iteration 16Q (41001.220000 sec): 3 clusters
  Score: Raw -232073.952764 + Penalty 2624.159751 = -229449.793014
  nChanged 8
		SP:Iteration 17Q (41001.280000 sec): 3 clusters
  Score: Raw -232077.285930 + Penalty 2624.159751 = -229453.126179
  nChanged 19
		SP:Iteration 18Q (41001.340000 sec): 3 clusters
  Score: Raw -232084.770621 + Penalty 2624.159751 = -229460.610871
  nChanged 17
		SP:Iteration 19Q (41001.400000 sec): 3 clusters
  Score: Raw -232091.650530 + Penalty 2624.159751 = -229467.490779
  nChanged 17
		SP:Iteration 20F (41001.460000 sec): 3 clusters
  Score: Raw -232098.212658 + Penalty 2624.159751 = -229474.052907
  nChanged 13
		SP:Iteration 21Q (41001.520000 sec): 3 clusters
  Score: Raw -232101.847716 + Penalty 2624.159751 = -229477.687965
  nChanged 7
		SP:Iteration 22Q (41001.580000 sec): 3 clusters
  Score: Raw -232104.612584 + Penalty 2624.159751 = -229480.452834
  nChanged 15
		SP:Iteration 23Q (41001.650000 sec): 3 clusters
  Score: Raw -232110.916099 + Penalty 2624.159751 = -229486.756349
  nChanged 10
		SP:Iteration 24Q (41001.710000 sec): 3 clusters
  Score: Raw -232114.987918 + Penalty 2624.159751 = -229490.828167
  nChanged 11
		SP:Iteration 25Q (41001.770000 sec): 3 clusters
  Score: Raw -232117.958952 + Penalty 2624.159751 = -229493.799202
  nChanged 9
		SP:Iteration 26Q (41001.830000 sec): 3 clusters
  Score: Raw -232120.206017 + Penalty 2624.159751 = -229496.046266
  nChanged 3
		SP:Iteration 27Q (41001.890000 sec): 3 clusters
  Score: Raw -232122.929724 + Penalty 2624.159751 = -229498.769973
  nChanged 3
		SP:Iteration 28Q (41001.950000 sec): 3 clusters
  Score: Raw -232127.611233 + Penalty 2624.159751 = -229503.451482
  nChanged 9
		SP:Iteration 29Q (41002.020000 sec): 3 clusters
  Score: Raw -232137.458967 + Penalty 2624.159751 = -229513.299216
  nChanged 16
		SP:Iteration 30Q (41002.080000 sec): 3 clusters
  Score: Raw -232159.438466 + Penalty 2624.159751 = -229535.278715
  nChanged 27
		SP:Iteration 31Q (41002.140000 sec): 3 clusters
  Score: Raw -232177.253736 + Penalty 2624.159751 = -229553.093986
  nChanged 19
		SP:Iteration 32Q (41002.200000 sec): 3 clusters
  Score: Raw -232189.587056 + Penalty 2624.159751 = -229565.427306
  nChanged 28
		SP:Iteration 33Q (41002.260000 sec): 3 clusters
  Score: Raw -232204.656947 + Penalty 2624.159751 = -229580.497196
  nChanged 23
		SP:Iteration 34Q (41002.320000 sec): 3 clusters
  Score: Raw -232213.727314 + Penalty 2624.159751 = -229589.567563
  nChanged 18
		SP:Iteration 35Q (41002.380000 sec): 3 clusters
  Score: Raw -232222.251880 + Penalty 2624.159751 = -229598.092129
  nChanged 15
		SP:Iteration 36Q (41002.440000 sec): 3 clusters
  Score: Raw -232229.410134 + Penalty 2624.159751 = -229605.250384
  nChanged 14
		SP:Iteration 37Q (41002.500000 sec): 3 clusters
  Score: Raw -232234.521095 + Penalty 2624.159751 = -229610.361345
  nChanged 10
		SP:Iteration 38Q (41002.570000 sec): 3 clusters
  Score: Raw -232238.597002 + Penalty 2624.159751 = -229614.437252
  nChanged 4
		SP:Iteration 39Q (41002.630000 sec): 3 clusters
  Score: Raw -232239.865340 + Penalty 2624.159751 = -229615.705590
  nChanged 1
		SP:Iteration 40F (41002.690000 sec): 3 clusters
  Score: Raw -232240.072927 + Penalty 2624.159751 = -229615.913176
  nChanged 3
		SP:Iteration 41Q (41002.750000 sec): 3 clusters
  Score: Raw -232240.807678 + Penalty 2624.159751 = -229616.647928
  nChanged 1
		SP:Iteration 42Q (41002.810000 sec): 3 clusters
  Score: Raw -232240.955330 + Penalty 2624.159751 = -229616.795579
  nChanged 0
		SP:Iteration 43F (41002.880000 sec): 3 clusters
  Score: Raw -232240.955330 + Penalty 2624.159751 = -229616.795579
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 57 (4390 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (41002.950000 sec): 2 clusters
  Score: Raw -347905.260265 + Penalty 1362.901232 = -346542.359032
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (41003.040000 sec): 3 clusters
  Score: Raw -345611.561786 + Penalty 2725.802464 = -342885.759322
  nChanged 1787
		SP:Iteration 1F (41003.130000 sec): 3 clusters
  Score: Raw -346917.434434 + Penalty 2725.802464 = -344191.631970
  nChanged 435
		SP:Iteration 2F (41003.220000 sec): 3 clusters
  Score: Raw -347308.036232 + Penalty 2725.802464 = -344582.233768
  nChanged 333
		SP:Iteration 3F (41003.300000 sec): 3 clusters
  Score: Raw -347563.095014 + Penalty 2725.802464 = -344837.292549
  nChanged 244
		SP:Iteration 4F (41003.380000 sec): 3 clusters
  Score: Raw -347755.032814 + Penalty 2725.802464 = -345029.230349
  nChanged 192
		SP:Iteration 5Q (41003.470000 sec): 3 clusters
  Score: Raw -347894.997721 + Penalty 2725.802464 = -345169.195256
  nChanged 165
		SP:Iteration 6Q (41003.550000 sec): 3 clusters
  Score: Raw -348004.570700 + Penalty 2725.802464 = -345278.768235
  nChanged 111
		SP:Iteration 7Q (41003.640000 sec): 3 clusters
  Score: Raw -348065.390965 + Penalty 2725.802464 = -345339.588501
  nChanged 95
		SP:Iteration 8Q (41003.720000 sec): 3 clusters
  Score: Raw -348103.654508 + Penalty 2725.802464 = -345377.852043
  nChanged 62
		SP:Iteration 9Q (41003.800000 sec): 3 clusters
  Score: Raw -348128.064963 + Penalty 2725.802464 = -345402.262499
  nChanged 50
		SP:Iteration 10Q (41003.890000 sec): 3 clusters
  Score: Raw -348148.296762 + Penalty 2725.802464 = -345422.494298
  nChanged 35
		SP:Iteration 11Q (41003.970000 sec): 3 clusters
  Score: Raw -348165.615510 + Penalty 2725.802464 = -345439.813046
  nChanged 39
		SP:Iteration 12Q (41004.060000 sec): 3 clusters
  Score: Raw -348181.150153 + Penalty 2725.802464 = -345455.347689
  nChanged 34
		SP:Iteration 13Q (41004.140000 sec): 3 clusters
  Score: Raw -348198.703417 + Penalty 2725.802464 = -345472.900953
  nChanged 38
		SP:Iteration 14Q (41004.220000 sec): 3 clusters
  Score: Raw -348219.547244 + Penalty 2725.802464 = -345493.744780
  nChanged 32
		SP:Iteration 15Q (41004.310000 sec): 3 clusters
  Score: Raw -348235.135078 + Penalty 2725.802464 = -345509.332613
  nChanged 34
		SP:Iteration 16Q (41004.390000 sec): 3 clusters
  Score: Raw -348249.945479 + Penalty 2725.802464 = -345524.143015
  nChanged 29
		SP:Iteration 17Q (41004.470000 sec): 3 clusters
  Score: Raw -348263.220319 + Penalty 2725.802464 = -345537.417854
  nChanged 26
		SP:Iteration 18Q (41004.560000 sec): 3 clusters
  Score: Raw -348271.964189 + Penalty 2725.802464 = -345546.161724
  nChanged 20
		SP:Iteration 19Q (41004.640000 sec): 3 clusters
  Score: Raw -348279.150886 + Penalty 2725.802464 = -345553.348422
  nChanged 16
		SP:Iteration 20F (41004.730000 sec): 3 clusters
  Score: Raw -348284.104501 + Penalty 2725.802464 = -345558.302036
  nChanged 16
		SP:Iteration 21Q (41004.810000 sec): 3 clusters
  Score: Raw -348287.610114 + Penalty 2725.802464 = -345561.807649
  nChanged 4
		SP:Iteration 22Q (41004.890000 sec): 3 clusters
  Score: Raw -348288.235336 + Penalty 2725.802464 = -345562.432872
  nChanged 3
		SP:Iteration 23Q (41004.970000 sec): 3 clusters
  Score: Raw -348289.603118 + Penalty 2725.802464 = -345563.800653
  nChanged 4
		SP:Iteration 24Q (41005.060000 sec): 3 clusters
  Score: Raw -348290.474242 + Penalty 2725.802464 = -345564.671778
  nChanged 4
		SP:Iteration 25Q (41005.140000 sec): 3 clusters
  Score: Raw -348291.359768 + Penalty 2725.802464 = -345565.557304
  nChanged 5
		SP:Iteration 26Q (41005.230000 sec): 3 clusters
  Score: Raw -348292.913353 + Penalty 2725.802464 = -345567.110889
  nChanged 7
		SP:Iteration 27Q (41005.310000 sec): 3 clusters
  Score: Raw -348295.887549 + Penalty 2725.802464 = -345570.085085
  nChanged 5
		SP:Iteration 28Q (41005.390000 sec): 3 clusters
  Score: Raw -348299.785931 + Penalty 2725.802464 = -345573.983466
  nChanged 6
		SP:Iteration 29Q (41005.480000 sec): 3 clusters
  Score: Raw -348300.994854 + Penalty 2725.802464 = -345575.192390
  nChanged 11
		SP:Iteration 30Q (41005.560000 sec): 3 clusters
  Score: Raw -348304.783931 + Penalty 2725.802464 = -345578.981466
  nChanged 9
		SP:Iteration 31Q (41005.640000 sec): 3 clusters
  Score: Raw -348308.102243 + Penalty 2725.802464 = -345582.299778
  nChanged 12
		SP:Iteration 32Q (41005.730000 sec): 3 clusters
  Score: Raw -348312.100943 + Penalty 2725.802464 = -345586.298478
  nChanged 17
		SP:Iteration 33Q (41005.810000 sec): 3 clusters
  Score: Raw -348321.604763 + Penalty 2725.802464 = -345595.802298
  nChanged 26
		SP:Iteration 34Q (41005.890000 sec): 3 clusters
  Score: Raw -348332.184951 + Penalty 2725.802464 = -345606.382486
  nChanged 24
		SP:Iteration 35Q (41005.970000 sec): 3 clusters
  Score: Raw -348339.095992 + Penalty 2725.802464 = -345613.293528
  nChanged 18
		SP:Iteration 36Q (41006.060000 sec): 3 clusters
  Score: Raw -348344.717869 + Penalty 2725.802464 = -345618.915405
  nChanged 15
		SP:Iteration 37Q (41006.140000 sec): 3 clusters
  Score: Raw -348348.517334 + Penalty 2725.802464 = -345622.714870
  nChanged 6
		SP:Iteration 38Q (41006.220000 sec): 3 clusters
  Score: Raw -348349.685139 + Penalty 2725.802464 = -345623.882674
  nChanged 7
		SP:Iteration 39Q (41006.310000 sec): 3 clusters
  Score: Raw -348350.936116 + Penalty 2725.802464 = -345625.133652
  nChanged 4
		SP:Iteration 40F (41006.390000 sec): 3 clusters
  Score: Raw -348351.909901 + Penalty 2725.802464 = -345626.107437
  nChanged 8
		SP:Iteration 41Q (41006.470000 sec): 3 clusters
  Score: Raw -348353.677078 + Penalty 2725.802464 = -345627.874614
  nChanged 3
		SP:Iteration 42Q (41006.550000 sec): 3 clusters
  Score: Raw -348354.337363 + Penalty 2725.802464 = -345628.534898
  nChanged 2
		SP:Iteration 43Q (41006.640000 sec): 3 clusters
  Score: Raw -348354.960378 + Penalty 2725.802464 = -345629.157913
  nChanged 3
		SP:Iteration 44Q (41006.720000 sec): 3 clusters
  Score: Raw -348355.500924 + Penalty 2725.802464 = -345629.698459
  nChanged 1
		SP:Iteration 45Q (41006.810000 sec): 3 clusters
  Score: Raw -348355.753057 + Penalty 2725.802464 = -345629.950593
  nChanged 1
		SP:Iteration 46Q (41006.890000 sec): 3 clusters
  Score: Raw -348356.224074 + Penalty 2725.802464 = -345630.421609
  nChanged 2
		SP:Iteration 47Q (41006.970000 sec): 3 clusters
  Score: Raw -348356.711270 + Penalty 2725.802464 = -345630.908806
  nChanged 2
		SP:Iteration 48Q (41007.050000 sec): 3 clusters
  Score: Raw -348357.194632 + Penalty 2725.802464 = -345631.392167
  nChanged 3
		SP:Iteration 49Q (41007.140000 sec): 3 clusters
  Score: Raw -348357.888985 + Penalty 2725.802464 = -345632.086521
  nChanged 3
		SP:Iteration 50Q (41007.220000 sec): 3 clusters
  Score: Raw -348358.398977 + Penalty 2725.802464 = -345632.596512
  nChanged 5
		SP:Iteration 51Q (41007.310000 sec): 3 clusters
  Score: Raw -348359.394973 + Penalty 2725.802464 = -345633.592509
  nChanged 5
		SP:Iteration 52Q (41007.390000 sec): 3 clusters
  Score: Raw -348360.695258 + Penalty 2725.802464 = -345634.892794
  nChanged 6
		SP:Iteration 53Q (41007.470000 sec): 3 clusters
  Score: Raw -348362.083791 + Penalty 2725.802464 = -345636.281326
  nChanged 2
		SP:Iteration 54Q (41007.550000 sec): 3 clusters
  Score: Raw -348362.549416 + Penalty 2725.802464 = -345636.746951
  nChanged 3
		SP:Iteration 55Q (41007.640000 sec): 3 clusters
  Score: Raw -348363.169851 + Penalty 2725.802464 = -345637.367387
  nChanged 0
		SP:Iteration 56F (41007.720000 sec): 3 clusters
  Score: Raw -348363.169851 + Penalty 2725.802464 = -345637.367387
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 58 (1797 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (41007.790000 sec): 2 clusters
  Score: Raw -128759.819461 + Penalty 1217.754507 = -127542.064955
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (41007.820000 sec): 3 clusters
  Score: Raw -128054.521349 + Penalty 2435.509013 = -125619.012336
  nChanged 620
		SP:Iteration 1F (41007.860000 sec): 3 clusters
  Score: Raw -128688.196394 + Penalty 2435.509013 = -126252.687380
  nChanged 191
		SP:Iteration 2F (41007.890000 sec): 3 clusters
  Score: Raw -128981.444878 + Penalty 2435.509013 = -126545.935865
  nChanged 144
		SP:Iteration 3F (41007.930000 sec): 3 clusters
  Score: Raw -129212.952773 + Penalty 2435.509013 = -126777.443760
  nChanged 124
		SP:Iteration 4F (41007.970000 sec): 3 clusters
  Score: Raw -129395.152908 + Penalty 2435.509013 = -126959.643894
  nChanged 95
		SP:Iteration 5F (41008.010000 sec): 3 clusters
  Score: Raw -129512.741413 + Penalty 2435.509013 = -127077.232400
  nChanged 70
		SP:Iteration 6Q (41008.040000 sec): 3 clusters
  Score: Raw -129602.069923 + Penalty 2435.509013 = -127166.560910
  nChanged 45
		SP:Iteration 7Q (41008.080000 sec): 3 clusters
  Score: Raw -129657.522018 + Penalty 2435.509013 = -127222.013005
  nChanged 28
		SP:Iteration 8Q (41008.110000 sec): 3 clusters
  Score: Raw -129677.360927 + Penalty 2435.509013 = -127241.851914
  nChanged 15
		SP:Iteration 9Q (41008.150000 sec): 3 clusters
  Score: Raw -129689.452226 + Penalty 2435.509013 = -127253.943213
  nChanged 11
		SP:Iteration 10Q (41008.190000 sec): 3 clusters
  Score: Raw -129699.951668 + Penalty 2435.509013 = -127264.442655
  nChanged 13
		SP:Iteration 11Q (41008.220000 sec): 3 clusters
  Score: Raw -129713.846522 + Penalty 2435.509013 = -127278.337508
  nChanged 18
		SP:Iteration 12Q (41008.260000 sec): 3 clusters
  Score: Raw -129727.998174 + Penalty 2435.509013 = -127292.489161
  nChanged 17
		SP:Iteration 13Q (41008.290000 sec): 3 clusters
  Score: Raw -129743.538036 + Penalty 2435.509013 = -127308.029022
  nChanged 18
		SP:Iteration 14Q (41008.330000 sec): 3 clusters
  Score: Raw -129759.460892 + Penalty 2435.509013 = -127323.951879
  nChanged 13
		SP:Iteration 15Q (41008.360000 sec): 3 clusters
  Score: Raw -129769.089801 + Penalty 2435.509013 = -127333.580788
  nChanged 10
		SP:Iteration 16Q (41008.400000 sec): 3 clusters
  Score: Raw -129776.566383 + Penalty 2435.509013 = -127341.057370
  nChanged 9
		SP:Iteration 17Q (41008.430000 sec): 3 clusters
  Score: Raw -129780.736775 + Penalty 2435.509013 = -127345.227762
  nChanged 2
		SP:Iteration 18Q (41008.470000 sec): 3 clusters
  Score: Raw -129782.215507 + Penalty 2435.509013 = -127346.706494
  nChanged 1
		SP:Iteration 19Q (41008.510000 sec): 3 clusters
  Score: Raw -129783.554192 + Penalty 2435.509013 = -127348.045179
  nChanged 1
		SP:Iteration 20F (41008.540000 sec): 3 clusters
  Score: Raw -129784.402491 + Penalty 2435.509013 = -127348.893477
  nChanged 1
		SP:Iteration 21Q (41008.580000 sec): 3 clusters
  Score: Raw -129784.940228 + Penalty 2435.509013 = -127349.431215
  nChanged 1
		SP:Iteration 22Q (41008.610000 sec): 3 clusters
  Score: Raw -129785.171776 + Penalty 2435.509013 = -127349.662763
  nChanged 0
		SP:Iteration 23F (41008.650000 sec): 3 clusters
  Score: Raw -129785.171776 + Penalty 2435.509013 = -127349.662763
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 59 (8507 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (41008.760000 sec): 2 clusters
  Score: Raw -700274.799947 + Penalty 1470.404753 = -698804.395194
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (41008.930000 sec): 3 clusters
  Score: Raw -695510.711648 + Penalty 2940.809506 = -692569.902142
  nChanged 3675
		SP:Iteration 1F (41009.070000 sec): 3 clusters
  Score: Raw -697857.892329 + Penalty 2940.809506 = -694917.082823
  nChanged 735
		SP:Iteration 2F (41009.200000 sec): 3 clusters
  Score: Raw -698421.405027 + Penalty 2940.809506 = -695480.595522
  nChanged 642
		SP:Iteration 3F (41009.330000 sec): 3 clusters
  Score: Raw -698906.253906 + Penalty 2940.809506 = -695965.444400
  nChanged 532
		SP:Iteration 4F (41009.450000 sec): 3 clusters
  Score: Raw -699284.435189 + Penalty 2940.809506 = -696343.625684
  nChanged 486
		SP:Iteration 5F (41009.590000 sec): 3 clusters
  Score: Raw -699591.408757 + Penalty 2940.809506 = -696650.599251
  nChanged 396
		SP:Iteration 6Q (41009.730000 sec): 3 clusters
  Score: Raw -699792.074777 + Penalty 2940.809506 = -696851.265271
  nChanged 308
		SP:Iteration 7Q (41009.880000 sec): 3 clusters
  Score: Raw -699921.512853 + Penalty 2940.809506 = -696980.703347
  nChanged 204
		SP:Iteration 8Q (41010.020000 sec): 3 clusters
  Score: Raw -699990.551487 + Penalty 2940.809506 = -697049.741981
  nChanged 132
		SP:Iteration 9Q (41010.160000 sec): 3 clusters
  Score: Raw -700030.122544 + Penalty 2940.809506 = -697089.313039
  nChanged 109
		SP:Iteration 10Q (41010.290000 sec): 3 clusters
  Score: Raw -700057.316813 + Penalty 2940.809506 = -697116.507307
  nChanged 86
		SP:Iteration 11Q (41010.420000 sec): 3 clusters
  Score: Raw -700074.408734 + Penalty 2940.809506 = -697133.599228
  nChanged 60
		SP:Iteration 12Q (41010.560000 sec): 3 clusters
  Score: Raw -700085.824048 + Penalty 2940.809506 = -697145.014542
  nChanged 45
		SP:Iteration 13Q (41010.700000 sec): 3 clusters
  Score: Raw -700093.770467 + Penalty 2940.809506 = -697152.960961
  nChanged 44
		SP:Iteration 14Q (41010.840000 sec): 3 clusters
  Score: Raw -700100.928288 + Penalty 2940.809506 = -697160.118782
  nChanged 39
		SP:Iteration 15Q (41010.980000 sec): 3 clusters
  Score: Raw -700108.988442 + Penalty 2940.809506 = -697168.178936
  nChanged 36
		SP:Iteration 16Q (41011.120000 sec): 3 clusters
  Score: Raw -700115.603796 + Penalty 2940.809506 = -697174.794290
  nChanged 36
		SP:Iteration 17Q (41011.250000 sec): 3 clusters
  Score: Raw -700123.043074 + Penalty 2940.809506 = -697182.233568
  nChanged 40
		SP:Iteration 18Q (41011.380000 sec): 3 clusters
  Score: Raw -700131.691247 + Penalty 2940.809506 = -697190.881742
  nChanged 47
		SP:Iteration 19Q (41011.520000 sec): 3 clusters
  Score: Raw -700140.495996 + Penalty 2940.809506 = -697199.686491
  nChanged 35
		SP:Iteration 20F (41011.660000 sec): 3 clusters
  Score: Raw -700146.684781 + Penalty 2940.809506 = -697205.875275
  nChanged 29
		SP:Iteration 21Q (41011.800000 sec): 3 clusters
  Score: Raw -700153.022037 + Penalty 2940.809506 = -697212.212531
  nChanged 36
		SP:Iteration 22Q (41011.940000 sec): 3 clusters
  Score: Raw -700159.548427 + Penalty 2940.809506 = -697218.738921
  nChanged 32
		SP:Iteration 23Q (41012.090000 sec): 3 clusters
  Score: Raw -700163.405653 + Penalty 2940.809506 = -697222.596147
  nChanged 22
		SP:Iteration 24Q (41012.210000 sec): 3 clusters
  Score: Raw -700166.606562 + Penalty 2940.809506 = -697225.797056
  nChanged 20
		SP:Iteration 25Q (41012.340000 sec): 3 clusters
  Score: Raw -700168.692000 + Penalty 2940.809506 = -697227.882495
  nChanged 17
		SP:Iteration 26Q (41012.480000 sec): 3 clusters
  Score: Raw -700171.288335 + Penalty 2940.809506 = -697230.478829
  nChanged 17
		SP:Iteration 27Q (41012.620000 sec): 3 clusters
  Score: Raw -700173.527350 + Penalty 2940.809506 = -697232.717844
  nChanged 18
		SP:Iteration 28Q (41012.760000 sec): 3 clusters
  Score: Raw -700176.352218 + Penalty 2940.809506 = -697235.542712
  nChanged 19
		SP:Iteration 29Q (41012.910000 sec): 3 clusters
  Score: Raw -700178.584787 + Penalty 2940.809506 = -697237.775281
  nChanged 15
		SP:Iteration 30Q (41013.050000 sec): 3 clusters
  Score: Raw -700180.346326 + Penalty 2940.809506 = -697239.536820
  nChanged 17
		SP:Iteration 31Q (41013.180000 sec): 3 clusters
  Score: Raw -700182.940832 + Penalty 2940.809506 = -697242.131327
  nChanged 21
		SP:Iteration 32Q (41013.300000 sec): 3 clusters
  Score: Raw -700186.163732 + Penalty 2940.809506 = -697245.354226
  nChanged 21
		SP:Iteration 33Q (41013.440000 sec): 3 clusters
  Score: Raw -700189.471415 + Penalty 2940.809506 = -697248.661909
  nChanged 23
		SP:Iteration 34Q (41013.580000 sec): 3 clusters
  Score: Raw -700193.681276 + Penalty 2940.809506 = -697252.871770
  nChanged 33
		SP:Iteration 35Q (41013.730000 sec): 3 clusters
  Score: Raw -700199.399945 + Penalty 2940.809506 = -697258.590439
  nChanged 35
		SP:Iteration 36Q (41013.870000 sec): 3 clusters
  Score: Raw -700207.163211 + Penalty 2940.809506 = -697266.353705
  nChanged 34
		SP:Iteration 37Q (41014.010000 sec): 3 clusters
  Score: Raw -700214.535765 + Penalty 2940.809506 = -697273.726259
  nChanged 38
		SP:Iteration 38Q (41014.140000 sec): 3 clusters
  Score: Raw -700223.135933 + Penalty 2940.809506 = -697282.326427
  nChanged 39
		SP:Iteration 39Q (41014.270000 sec): 3 clusters
  Score: Raw -700233.553691 + Penalty 2940.809506 = -697292.744186
  nChanged 62
		SP:Iteration 40F (41014.400000 sec): 3 clusters
  Score: Raw -700253.689653 + Penalty 2940.809506 = -697312.880148
  nChanged 55
		SP:Iteration 41Q (41014.540000 sec): 3 clusters
  Score: Raw -700272.894453 + Penalty 2940.809506 = -697332.084948
  nChanged 73
		SP:Iteration 42Q (41014.680000 sec): 3 clusters
  Score: Raw -700301.054733 + Penalty 2940.809506 = -697360.245227
  nChanged 91
		SP:Iteration 43Q (41014.820000 sec): 3 clusters
  Score: Raw -700338.372313 + Penalty 2940.809506 = -697397.562807
  nChanged 88
		SP:Iteration 44Q (41014.960000 sec): 3 clusters
  Score: Raw -700373.568482 + Penalty 2940.809506 = -697432.758976
  nChanged 80
		SP:Iteration 45Q (41015.090000 sec): 3 clusters
  Score: Raw -700398.530344 + Penalty 2940.809506 = -697457.720838
  nChanged 85
		SP:Iteration 46Q (41015.210000 sec): 3 clusters
  Score: Raw -700423.768404 + Penalty 2940.809506 = -697482.958899
  nChanged 65
		SP:Iteration 47Q (41015.350000 sec): 3 clusters
  Score: Raw -700441.168943 + Penalty 2940.809506 = -697500.359438
  nChanged 51
		SP:Iteration 48Q (41015.490000 sec): 3 clusters
  Score: Raw -700457.484688 + Penalty 2940.809506 = -697516.675182
  nChanged 54
		SP:Iteration 49Q (41015.630000 sec): 3 clusters
  Score: Raw -700471.005951 + Penalty 2940.809506 = -697530.196445
  nChanged 46
		SP:Iteration 50Q (41015.770000 sec): 3 clusters
  Score: Raw -700479.812723 + Penalty 2940.809506 = -697539.003217
  nChanged 38
		SP:Iteration 51Q (41015.910000 sec): 3 clusters
  Score: Raw -700487.097299 + Penalty 2940.809506 = -697546.287794
  nChanged 33
		SP:Iteration 52Q (41016.040000 sec): 3 clusters
  Score: Raw -700493.178250 + Penalty 2940.809506 = -697552.368744
  nChanged 31
		SP:Iteration 53Q (41016.160000 sec): 3 clusters
  Score: Raw -700498.542136 + Penalty 2940.809506 = -697557.732630
  nChanged 29
		SP:Iteration 54Q (41016.290000 sec): 3 clusters
  Score: Raw -700504.296295 + Penalty 2940.809506 = -697563.486790
  nChanged 28
		SP:Iteration 55Q (41016.430000 sec): 3 clusters
  Score: Raw -700509.949949 + Penalty 2940.809506 = -697569.140443
  nChanged 21
		SP:Iteration 56Q (41016.580000 sec): 3 clusters
  Score: Raw -700514.357957 + Penalty 2940.809506 = -697573.548452
  nChanged 18
		SP:Iteration 57Q (41016.720000 sec): 3 clusters
  Score: Raw -700518.192666 + Penalty 2940.809506 = -697577.383160
  nChanged 19
		SP:Iteration 58Q (41016.860000 sec): 3 clusters
  Score: Raw -700521.332889 + Penalty 2940.809506 = -697580.523383
  nChanged 18
		SP:Iteration 59Q (41017.000000 sec): 3 clusters
  Score: Raw -700523.852621 + Penalty 2940.809506 = -697583.043116
  nChanged 13
		SP:Iteration 60F (41017.120000 sec): 3 clusters
  Score: Raw -700525.884913 + Penalty 2940.809506 = -697585.075408
  nChanged 13
		SP:Iteration 61Q (41017.250000 sec): 3 clusters
  Score: Raw -700528.366346 + Penalty 2940.809506 = -697587.556840
  nChanged 15
		SP:Iteration 62Q (41017.380000 sec): 3 clusters
  Score: Raw -700530.493158 + Penalty 2940.809506 = -697589.683653
  nChanged 11
		SP:Iteration 63Q (41017.520000 sec): 3 clusters
  Score: Raw -700532.170206 + Penalty 2940.809506 = -697591.360700
  nChanged 9
		SP:Iteration 64Q (41017.660000 sec): 3 clusters
  Score: Raw -700533.270846 + Penalty 2940.809506 = -697592.461340
  nChanged 5
		SP:Iteration 65Q (41017.800000 sec): 3 clusters
  Score: Raw -700533.973201 + Penalty 2940.809506 = -697593.163696
  nChanged 4
		SP:Iteration 66Q (41017.940000 sec): 3 clusters
  Score: Raw -700534.674589 + Penalty 2940.809506 = -697593.865083
  nChanged 7
		SP:Iteration 67Q (41018.080000 sec): 3 clusters
  Score: Raw -700535.894958 + Penalty 2940.809506 = -697595.085452
  nChanged 12
		SP:Iteration 68Q (41018.200000 sec): 3 clusters
  Score: Raw -700537.651189 + Penalty 2940.809506 = -697596.841683
  nChanged 10
		SP:Iteration 69Q (41018.330000 sec): 3 clusters
  Score: Raw -700540.049857 + Penalty 2940.809506 = -697599.240351
  nChanged 10
		SP:Iteration 70Q (41018.460000 sec): 3 clusters
  Score: Raw -700541.459516 + Penalty 2940.809506 = -697600.650010
  nChanged 10
		SP:Iteration 71Q (41018.600000 sec): 3 clusters
  Score: Raw -700543.336919 + Penalty 2940.809506 = -697602.527413
  nChanged 12
		SP:Iteration 72Q (41018.740000 sec): 3 clusters
  Score: Raw -700545.161276 + Penalty 2940.809506 = -697604.351771
  nChanged 10
		SP:Iteration 73Q (41018.880000 sec): 3 clusters
  Score: Raw -700546.412886 + Penalty 2940.809506 = -697605.603381
  nChanged 14
		SP:Iteration 74Q (41019.020000 sec): 3 clusters
  Score: Raw -700548.351205 + Penalty 2940.809506 = -697607.541699
  nChanged 15
		SP:Iteration 75Q (41019.160000 sec): 3 clusters
  Score: Raw -700550.783604 + Penalty 2940.809506 = -697609.974098
  nChanged 10
		SP:Iteration 76Q (41019.280000 sec): 3 clusters
  Score: Raw -700552.551437 + Penalty 2940.809506 = -697611.741931
  nChanged 12
		SP:Iteration 77Q (41019.410000 sec): 3 clusters
  Score: Raw -700554.717529 + Penalty 2940.809506 = -697613.908023
  nChanged 13
		SP:Iteration 78Q (41019.550000 sec): 3 clusters
  Score: Raw -700556.604423 + Penalty 2940.809506 = -697615.794918
  nChanged 12
		SP:Iteration 79Q (41019.680000 sec): 3 clusters
  Score: Raw -700558.623856 + Penalty 2940.809506 = -697617.814350
  nChanged 6
		SP:Iteration 80F (41019.820000 sec): 3 clusters
  Score: Raw -700559.084284 + Penalty 2940.809506 = -697618.274778
  nChanged 2
		SP:Iteration 81Q (41019.960000 sec): 3 clusters
  Score: Raw -700559.225666 + Penalty 2940.809506 = -697618.416160
  nChanged 0
		SP:Iteration 82F (41020.100000 sec): 3 clusters
  Score: Raw -700559.225666 + Penalty 2940.809506 = -697618.416160
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 60 (6203 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (41020.190000 sec): 2 clusters
  Score: Raw -554557.708519 + Penalty 1419.078103 = -553138.630416
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (41020.310000 sec): 3 clusters
  Score: Raw -551240.975089 + Penalty 2838.156206 = -548402.818884
  nChanged 2592
		SP:Iteration 1F (41020.410000 sec): 3 clusters
  Score: Raw -552676.843672 + Penalty 2838.156206 = -549838.687466
  nChanged 470
		SP:Iteration 2F (41020.520000 sec): 3 clusters
  Score: Raw -552963.066931 + Penalty 2838.156206 = -550124.910725
  nChanged 397
		SP:Iteration 3F (41020.620000 sec): 3 clusters
  Score: Raw -553199.790645 + Penalty 2838.156206 = -550361.634440
  nChanged 324
		SP:Iteration 4F (41020.730000 sec): 3 clusters
  Score: Raw -553400.779076 + Penalty 2838.156206 = -550562.622870
  nChanged 298
		SP:Iteration 5Q (41020.840000 sec): 3 clusters
  Score: Raw -553568.510574 + Penalty 2838.156206 = -550730.354368
  nChanged 281
		SP:Iteration 6Q (41020.940000 sec): 3 clusters
  Score: Raw -553729.607566 + Penalty 2838.156206 = -550891.451360
  nChanged 244
		SP:Iteration 7Q (41021.050000 sec): 3 clusters
  Score: Raw -553878.594497 + Penalty 2838.156206 = -551040.438292
  nChanged 227
		SP:Iteration 8Q (41021.170000 sec): 3 clusters
  Score: Raw -554012.269257 + Penalty 2838.156206 = -551174.113052
  nChanged 226
		SP:Iteration 9Q (41021.270000 sec): 3 clusters
  Score: Raw -554143.717897 + Penalty 2838.156206 = -551305.561691
  nChanged 209
		SP:Iteration 10Q (41021.380000 sec): 3 clusters
  Score: Raw -554255.759154 + Penalty 2838.156206 = -551417.602948
  nChanged 186
		SP:Iteration 11Q (41021.490000 sec): 3 clusters
  Score: Raw -554353.071303 + Penalty 2838.156206 = -551514.915098
  nChanged 180
		SP:Iteration 12Q (41021.590000 sec): 3 clusters
  Score: Raw -554456.945892 + Penalty 2838.156206 = -551618.789686
  nChanged 145
		SP:Iteration 13Q (41021.700000 sec): 3 clusters
  Score: Raw -554521.583703 + Penalty 2838.156206 = -551683.427498
  nChanged 125
		SP:Iteration 14Q (41021.800000 sec): 3 clusters
  Score: Raw -554571.814302 + Penalty 2838.156206 = -551733.658096
  nChanged 89
		SP:Iteration 15Q (41021.910000 sec): 3 clusters
  Score: Raw -554607.495457 + Penalty 2838.156206 = -551769.339252
  nChanged 88
		SP:Iteration 16Q (41022.020000 sec): 3 clusters
  Score: Raw -554642.304355 + Penalty 2838.156206 = -551804.148149
  nChanged 83
		SP:Iteration 17Q (41022.120000 sec): 3 clusters
  Score: Raw -554679.658066 + Penalty 2838.156206 = -551841.501860
  nChanged 81
		SP:Iteration 18Q (41022.220000 sec): 3 clusters
  Score: Raw -554709.564456 + Penalty 2838.156206 = -551871.408251
  nChanged 71
		SP:Iteration 19Q (41022.330000 sec): 3 clusters
  Score: Raw -554738.151200 + Penalty 2838.156206 = -551899.994994
  nChanged 73
		SP:Iteration 20F (41022.440000 sec): 3 clusters
  Score: Raw -554768.135277 + Penalty 2838.156206 = -551929.979072
  nChanged 76
		SP:Iteration 21Q (41022.550000 sec): 3 clusters
  Score: Raw -554797.717545 + Penalty 2838.156206 = -551959.561339
  nChanged 69
		SP:Iteration 22Q (41022.650000 sec): 3 clusters
  Score: Raw -554827.897946 + Penalty 2838.156206 = -551989.741740
  nChanged 75
		SP:Iteration 23Q (41022.760000 sec): 3 clusters
  Score: Raw -554862.749430 + Penalty 2838.156206 = -552024.593224
  nChanged 88
		SP:Iteration 24Q (41022.860000 sec): 3 clusters
  Score: Raw -554907.812982 + Penalty 2838.156206 = -552069.656776
  nChanged 88
		SP:Iteration 25Q (41022.960000 sec): 3 clusters
  Score: Raw -554950.014979 + Penalty 2838.156206 = -552111.858773
  nChanged 86
		SP:Iteration 26Q (41023.070000 sec): 3 clusters
  Score: Raw -554996.534300 + Penalty 2838.156206 = -552158.378094
  nChanged 79
		SP:Iteration 27Q (41023.170000 sec): 3 clusters
  Score: Raw -555040.639634 + Penalty 2838.156206 = -552202.483428
  nChanged 75
		SP:Iteration 28Q (41023.280000 sec): 3 clusters
  Score: Raw -555075.302073 + Penalty 2838.156206 = -552237.145867
  nChanged 64
		SP:Iteration 29Q (41023.380000 sec): 3 clusters
  Score: Raw -555101.365170 + Penalty 2838.156206 = -552263.208964
  nChanged 55
		SP:Iteration 30Q (41023.480000 sec): 3 clusters
  Score: Raw -555123.822866 + Penalty 2838.156206 = -552285.666661
  nChanged 53
		SP:Iteration 31Q (41023.580000 sec): 3 clusters
  Score: Raw -555147.306923 + Penalty 2838.156206 = -552309.150717
  nChanged 47
		SP:Iteration 32Q (41023.690000 sec): 3 clusters
  Score: Raw -555168.607833 + Penalty 2838.156206 = -552330.451627
  nChanged 38
		SP:Iteration 33Q (41023.790000 sec): 3 clusters
  Score: Raw -555181.134131 + Penalty 2838.156206 = -552342.977926
  nChanged 37
		SP:Iteration 34Q (41023.890000 sec): 3 clusters
  Score: Raw -555194.161400 + Penalty 2838.156206 = -552356.005194
  nChanged 26
		SP:Iteration 35Q (41023.990000 sec): 3 clusters
  Score: Raw -555201.236322 + Penalty 2838.156206 = -552363.080116
  nChanged 25
		SP:Iteration 36Q (41024.100000 sec): 3 clusters
  Score: Raw -555207.860120 + Penalty 2838.156206 = -552369.703914
  nChanged 24
		SP:Iteration 37Q (41024.200000 sec): 3 clusters
  Score: Raw -555217.743724 + Penalty 2838.156206 = -552379.587518
  nChanged 30
		SP:Iteration 38Q (41024.300000 sec): 3 clusters
  Score: Raw -555231.724822 + Penalty 2838.156206 = -552393.568617
  nChanged 26
		SP:Iteration 39Q (41024.400000 sec): 3 clusters
  Score: Raw -555241.733436 + Penalty 2838.156206 = -552403.577230
  nChanged 23
		SP:Iteration 40F (41024.510000 sec): 3 clusters
  Score: Raw -555248.582596 + Penalty 2838.156206 = -552410.426390
  nChanged 22
		SP:Iteration 41Q (41024.610000 sec): 3 clusters
  Score: Raw -555255.655147 + Penalty 2838.156206 = -552417.498941
  nChanged 25
		SP:Iteration 42Q (41024.710000 sec): 3 clusters
  Score: Raw -555263.783716 + Penalty 2838.156206 = -552425.627511
  nChanged 26
		SP:Iteration 43Q (41024.810000 sec): 3 clusters
  Score: Raw -555273.914290 + Penalty 2838.156206 = -552435.758085
  nChanged 27
		SP:Iteration 44Q (41024.910000 sec): 3 clusters
  Score: Raw -555281.891640 + Penalty 2838.156206 = -552443.735434
  nChanged 22
		SP:Iteration 45Q (41025.010000 sec): 3 clusters
  Score: Raw -555288.467008 + Penalty 2838.156206 = -552450.310802
  nChanged 19
		SP:Iteration 46Q (41025.120000 sec): 3 clusters
  Score: Raw -555294.604204 + Penalty 2838.156206 = -552456.447999
  nChanged 21
		SP:Iteration 47Q (41025.220000 sec): 3 clusters
  Score: Raw -555301.228744 + Penalty 2838.156206 = -552463.072538
  nChanged 24
		SP:Iteration 48Q (41025.320000 sec): 3 clusters
  Score: Raw -555308.294365 + Penalty 2838.156206 = -552470.138159
  nChanged 20
		SP:Iteration 49Q (41025.420000 sec): 3 clusters
  Score: Raw -555314.562621 + Penalty 2838.156206 = -552476.406415
  nChanged 20
		SP:Iteration 50Q (41025.520000 sec): 3 clusters
  Score: Raw -555318.908948 + Penalty 2838.156206 = -552480.752742
  nChanged 16
		SP:Iteration 51Q (41025.620000 sec): 3 clusters
  Score: Raw -555324.412373 + Penalty 2838.156206 = -552486.256168
  nChanged 19
		SP:Iteration 52Q (41025.720000 sec): 3 clusters
  Score: Raw -555331.222839 + Penalty 2838.156206 = -552493.066633
  nChanged 21
		SP:Iteration 53Q (41025.830000 sec): 3 clusters
  Score: Raw -555336.276602 + Penalty 2838.156206 = -552498.120396
  nChanged 14
		SP:Iteration 54Q (41025.930000 sec): 3 clusters
  Score: Raw -555340.413647 + Penalty 2838.156206 = -552502.257442
  nChanged 11
		SP:Iteration 55Q (41026.030000 sec): 3 clusters
  Score: Raw -555343.062641 + Penalty 2838.156206 = -552504.906435
  nChanged 7
		SP:Iteration 56Q (41026.130000 sec): 3 clusters
  Score: Raw -555344.627679 + Penalty 2838.156206 = -552506.471474
  nChanged 11
		SP:Iteration 57Q (41026.230000 sec): 3 clusters
  Score: Raw -555347.268746 + Penalty 2838.156206 = -552509.112541
  nChanged 5
		SP:Iteration 58Q (41026.330000 sec): 3 clusters
  Score: Raw -555348.448621 + Penalty 2838.156206 = -552510.292416
  nChanged 2
		SP:Iteration 59Q (41026.440000 sec): 3 clusters
  Score: Raw -555348.934266 + Penalty 2838.156206 = -552510.778061
  nChanged 3
		SP:Iteration 60F (41026.540000 sec): 3 clusters
  Score: Raw -555349.305431 + Penalty 2838.156206 = -552511.149226
  nChanged 4
		SP:Iteration 61Q (41026.640000 sec): 3 clusters
  Score: Raw -555350.295081 + Penalty 2838.156206 = -552512.138876
  nChanged 5
		SP:Iteration 62Q (41026.740000 sec): 3 clusters
  Score: Raw -555351.521780 + Penalty 2838.156206 = -552513.365574
  nChanged 5
		SP:Iteration 63Q (41026.840000 sec): 3 clusters
  Score: Raw -555352.293848 + Penalty 2838.156206 = -552514.137642
  nChanged 5
		SP:Iteration 64Q (41026.940000 sec): 3 clusters
  Score: Raw -555353.403197 + Penalty 2838.156206 = -552515.246991
  nChanged 6
		SP:Iteration 65Q (41027.050000 sec): 3 clusters
  Score: Raw -555354.115911 + Penalty 2838.156206 = -552515.959706
  nChanged 3
		SP:Iteration 66Q (41027.150000 sec): 3 clusters
  Score: Raw -555354.724502 + Penalty 2838.156206 = -552516.568296
  nChanged 2
		SP:Iteration 67Q (41027.250000 sec): 3 clusters
  Score: Raw -555355.234580 + Penalty 2838.156206 = -552517.078374
  nChanged 3
		SP:Iteration 68Q (41027.350000 sec): 3 clusters
  Score: Raw -555356.210603 + Penalty 2838.156206 = -552518.054398
  nChanged 5
		SP:Iteration 69Q (41027.450000 sec): 3 clusters
  Score: Raw -555357.063192 + Penalty 2838.156206 = -552518.906987
  nChanged 3
		SP:Iteration 70Q (41027.560000 sec): 3 clusters
  Score: Raw -555357.460514 + Penalty 2838.156206 = -552519.304308
  nChanged 3
		SP:Iteration 71Q (41027.660000 sec): 3 clusters
  Score: Raw -555358.176511 + Penalty 2838.156206 = -552520.020305
  nChanged 0
		SP:Iteration 72F (41027.770000 sec): 3 clusters
  Score: Raw -555358.176511 + Penalty 2838.156206 = -552520.020305
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 61 (3284 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (41027.840000 sec): 2 clusters
  Score: Raw -270601.411100 + Penalty 1315.732839 = -269285.678261
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (41027.900000 sec): 3 clusters
  Score: Raw -269050.824206 + Penalty 2631.465678 = -266419.358528
  nChanged 1293
		SP:Iteration 1F (41027.970000 sec): 3 clusters
  Score: Raw -269936.618146 + Penalty 2631.465678 = -267305.152468
  nChanged 281
		SP:Iteration 2F (41028.030000 sec): 3 clusters
  Score: Raw -270148.936228 + Penalty 2631.465678 = -267517.470550
  nChanged 234
		SP:Iteration 3F (41028.100000 sec): 3 clusters
  Score: Raw -270343.743070 + Penalty 2631.465678 = -267712.277393
  nChanged 176
		SP:Iteration 4F (41028.160000 sec): 3 clusters
  Score: Raw -270479.739896 + Penalty 2631.465678 = -267848.274218
  nChanged 126
		SP:Iteration 5Q (41028.220000 sec): 3 clusters
  Score: Raw -270563.912959 + Penalty 2631.465678 = -267932.447281
  nChanged 119
		SP:Iteration 6Q (41028.290000 sec): 3 clusters
  Score: Raw -270638.033005 + Penalty 2631.465678 = -268006.567327
  nChanged 86
		SP:Iteration 7Q (41028.350000 sec): 3 clusters
  Score: Raw -270687.418503 + Penalty 2631.465678 = -268055.952825
  nChanged 82
		SP:Iteration 8Q (41028.420000 sec): 3 clusters
  Score: Raw -270751.002653 + Penalty 2631.465678 = -268119.536975
  nChanged 85
		SP:Iteration 9Q (41028.480000 sec): 3 clusters
  Score: Raw -270806.827050 + Penalty 2631.465678 = -268175.361372
  nChanged 64
		SP:Iteration 10Q (41028.540000 sec): 3 clusters
  Score: Raw -270848.405664 + Penalty 2631.465678 = -268216.939986
  nChanged 58
		SP:Iteration 11Q (41028.610000 sec): 3 clusters
  Score: Raw -270880.934806 + Penalty 2631.465678 = -268249.469128
  nChanged 54
		SP:Iteration 12Q (41028.670000 sec): 3 clusters
  Score: Raw -270904.621183 + Penalty 2631.465678 = -268273.155505
  nChanged 43
		SP:Iteration 13Q (41028.730000 sec): 3 clusters
  Score: Raw -270925.697592 + Penalty 2631.465678 = -268294.231914
  nChanged 37
		SP:Iteration 14Q (41028.800000 sec): 3 clusters
  Score: Raw -270944.172843 + Penalty 2631.465678 = -268312.707165
  nChanged 37
		SP:Iteration 15Q (41028.860000 sec): 3 clusters
  Score: Raw -270960.783915 + Penalty 2631.465678 = -268329.318237
  nChanged 23
		SP:Iteration 16Q (41028.920000 sec): 3 clusters
  Score: Raw -270970.296680 + Penalty 2631.465678 = -268338.831002
  nChanged 21
		SP:Iteration 17Q (41028.990000 sec): 3 clusters
  Score: Raw -270977.851958 + Penalty 2631.465678 = -268346.386280
  nChanged 19
		SP:Iteration 18Q (41029.050000 sec): 3 clusters
  Score: Raw -270985.380551 + Penalty 2631.465678 = -268353.914873
  nChanged 22
		SP:Iteration 19Q (41029.120000 sec): 3 clusters
  Score: Raw -270995.191715 + Penalty 2631.465678 = -268363.726037
  nChanged 24
		SP:Iteration 20F (41029.180000 sec): 3 clusters
  Score: Raw -271010.869800 + Penalty 2631.465678 = -268379.404122
  nChanged 28
		SP:Iteration 21Q (41029.240000 sec): 3 clusters
  Score: Raw -271026.975656 + Penalty 2631.465678 = -268395.509978
  nChanged 28
		SP:Iteration 22Q (41029.300000 sec): 3 clusters
  Score: Raw -271041.156615 + Penalty 2631.465678 = -268409.690937
  nChanged 21
		SP:Iteration 23Q (41029.370000 sec): 3 clusters
  Score: Raw -271049.782685 + Penalty 2631.465678 = -268418.317007
  nChanged 14
		SP:Iteration 24Q (41029.430000 sec): 3 clusters
  Score: Raw -271055.035102 + Penalty 2631.465678 = -268423.569424
  nChanged 15
		SP:Iteration 25Q (41029.500000 sec): 3 clusters
  Score: Raw -271061.938568 + Penalty 2631.465678 = -268430.472890
  nChanged 14
		SP:Iteration 26Q (41029.560000 sec): 3 clusters
  Score: Raw -271068.633395 + Penalty 2631.465678 = -268437.167717
  nChanged 18
		SP:Iteration 27Q (41029.620000 sec): 3 clusters
  Score: Raw -271076.413199 + Penalty 2631.465678 = -268444.947521
  nChanged 12
		SP:Iteration 28Q (41029.680000 sec): 3 clusters
  Score: Raw -271080.039399 + Penalty 2631.465678 = -268448.573721
  nChanged 8
		SP:Iteration 29Q (41029.750000 sec): 3 clusters
  Score: Raw -271083.323329 + Penalty 2631.465678 = -268451.857651
  nChanged 9
		SP:Iteration 30Q (41029.810000 sec): 3 clusters
  Score: Raw -271086.310988 + Penalty 2631.465678 = -268454.845311
  nChanged 13
		SP:Iteration 31Q (41029.880000 sec): 3 clusters
  Score: Raw -271091.135724 + Penalty 2631.465678 = -268459.670046
  nChanged 7
		SP:Iteration 32Q (41029.940000 sec): 3 clusters
  Score: Raw -271093.216663 + Penalty 2631.465678 = -268461.750985
  nChanged 6
		SP:Iteration 33Q (41030.000000 sec): 3 clusters
  Score: Raw -271094.970795 + Penalty 2631.465678 = -268463.505117
  nChanged 2
		SP:Iteration 34Q (41030.060000 sec): 3 clusters
  Score: Raw -271095.367938 + Penalty 2631.465678 = -268463.902261
  nChanged 0
		SP:Iteration 35F (41030.130000 sec): 3 clusters
  Score: Raw -271095.367938 + Penalty 2631.465678 = -268463.902261
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 62 (348 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (41030.170000 sec): 2 clusters
  Score: Raw -26052.575931 + Penalty 950.982903 = -25101.593028
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (41030.180000 sec): 3 clusters
  Score: Raw -26112.604437 + Penalty 1901.965806 = -24210.638631
  nChanged 71
		SP:Iteration 1F (41030.190000 sec): 3 clusters
  Score: Raw -26262.250552 + Penalty 1901.965806 = -24360.284747
  nChanged 21
		SP:Iteration 2F (41030.200000 sec): 3 clusters
  Score: Raw -26350.834290 + Penalty 1901.965806 = -24448.868484
  nChanged 18
		SP:Iteration 3F (41030.210000 sec): 3 clusters
  Score: Raw -26413.063707 + Penalty 1901.965806 = -24511.097901
  nChanged 8
		SP:Iteration 4Q (41030.220000 sec): 3 clusters
  Score: Raw -26425.538729 + Penalty 1901.965806 = -24523.572923
  nChanged 3
		SP:Iteration 5Q (41030.220000 sec): 3 clusters
  Score: Raw -26428.785981 + Penalty 1901.965806 = -24526.820175
  nChanged 1
		SP:Iteration 6Q (41030.230000 sec): 3 clusters
  Score: Raw -26429.431329 + Penalty 1901.965806 = -24527.465523
  nChanged 0
		SP:Iteration 7F (41030.240000 sec): 3 clusters
  Score: Raw -26429.431329 + Penalty 1901.965806 = -24527.465523
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 63 (7710 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (41030.340000 sec): 2 clusters
  Score: Raw -745357.752751 + Penalty 1454.419438 = -743903.333313
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (41030.470000 sec): 3 clusters
  Score: Raw -741061.248500 + Penalty 2908.838877 = -738152.409623
  nChanged 3293
		SP:Iteration 1F (41030.590000 sec): 3 clusters
  Score: Raw -742741.976472 + Penalty 2908.838877 = -739833.137595
  nChanged 488
		SP:Iteration 2F (41030.700000 sec): 3 clusters
  Score: Raw -742962.989585 + Penalty 2908.838877 = -740054.150708
  nChanged 423
		SP:Iteration 3F (41030.820000 sec): 3 clusters
  Score: Raw -743160.085541 + Penalty 2908.838877 = -740251.246664
  nChanged 358
		SP:Iteration 4Q (41030.940000 sec): 3 clusters
  Score: Raw -743377.693695 + Penalty 2908.838877 = -740468.854818
  nChanged 361
		SP:Iteration 5Q (41031.070000 sec): 3 clusters
  Score: Raw -743599.716649 + Penalty 2908.838877 = -740690.877772
  nChanged 366
		SP:Iteration 6Q (41031.190000 sec): 3 clusters
  Score: Raw -743820.499049 + Penalty 2908.838877 = -740911.660172
  nChanged 338
		SP:Iteration 7Q (41031.320000 sec): 3 clusters
  Score: Raw -744000.109902 + Penalty 2908.838877 = -741091.271025
  nChanged 339
		SP:Iteration 8Q (41031.450000 sec): 3 clusters
  Score: Raw -744171.901032 + Penalty 2908.838877 = -741263.062155
  nChanged 305
		SP:Iteration 9Q (41031.580000 sec): 3 clusters
  Score: Raw -744324.386161 + Penalty 2908.838877 = -741415.547285
  nChanged 299
		SP:Iteration 10Q (41031.700000 sec): 3 clusters
  Score: Raw -744492.191258 + Penalty 2908.838877 = -741583.352381
  nChanged 311
		SP:Iteration 11Q (41031.830000 sec): 3 clusters
  Score: Raw -744670.291859 + Penalty 2908.838877 = -741761.452982
  nChanged 278
		SP:Iteration 12Q (41031.960000 sec): 3 clusters
  Score: Raw -744863.134029 + Penalty 2908.838877 = -741954.295153
  nChanged 288
		SP:Iteration 13Q (41032.100000 sec): 3 clusters
  Score: Raw -745077.637098 + Penalty 2908.838877 = -742168.798222
  nChanged 236
		SP:Iteration 14Q (41032.230000 sec): 3 clusters
  Score: Raw -745254.484566 + Penalty 2908.838877 = -742345.645689
  nChanged 178
		SP:Iteration 15Q (41032.360000 sec): 3 clusters
  Score: Raw -745372.939893 + Penalty 2908.838877 = -742464.101017
  nChanged 134
		SP:Iteration 16Q (41032.490000 sec): 3 clusters
  Score: Raw -745468.449104 + Penalty 2908.838877 = -742559.610227
  nChanged 107
		SP:Iteration 17Q (41032.610000 sec): 3 clusters
  Score: Raw -745530.271462 + Penalty 2908.838877 = -742621.432586
  nChanged 92
		SP:Iteration 18Q (41032.740000 sec): 3 clusters
  Score: Raw -745578.792397 + Penalty 2908.838877 = -742669.953520
  nChanged 72
		SP:Iteration 19Q (41032.860000 sec): 3 clusters
  Score: Raw -745618.725837 + Penalty 2908.838877 = -742709.886961
  nChanged 77
		SP:Iteration 20F (41032.990000 sec): 3 clusters
  Score: Raw -745662.805253 + Penalty 2908.838877 = -742753.966376
  nChanged 80
		SP:Iteration 21Q (41033.110000 sec): 3 clusters
  Score: Raw -745710.916305 + Penalty 2908.838877 = -742802.077429
  nChanged 66
		SP:Iteration 22Q (41033.230000 sec): 3 clusters
  Score: Raw -745746.333981 + Penalty 2908.838877 = -742837.495104
  nChanged 50
		SP:Iteration 23Q (41033.360000 sec): 3 clusters
  Score: Raw -745770.506461 + Penalty 2908.838877 = -742861.667585
  nChanged 40
		SP:Iteration 24Q (41033.560000 sec): 3 clusters
  Score: Raw -745790.371740 + Penalty 2908.838877 = -742881.532864
  nChanged 42
		SP:Iteration 25Q (41033.760000 sec): 3 clusters
  Score: Raw -745809.060430 + Penalty 2908.838877 = -742900.221553
  nChanged 26
		SP:Iteration 26Q (41033.960000 sec): 3 clusters
  Score: Raw -745820.550924 + Penalty 2908.838877 = -742911.712047
  nChanged 28
		SP:Iteration 27Q (41034.070000 sec): 3 clusters
  Score: Raw -745833.869723 + Penalty 2908.838877 = -742925.030846
  nChanged 34
		SP:Iteration 28Q (41034.190000 sec): 3 clusters
  Score: Raw -745850.833137 + Penalty 2908.838877 = -742941.994260
  nChanged 35
		SP:Iteration 29Q (41034.310000 sec): 3 clusters
  Score: Raw -745870.772113 + Penalty 2908.838877 = -742961.933237
  nChanged 34
		SP:Iteration 30Q (41034.430000 sec): 3 clusters
  Score: Raw -745889.641448 + Penalty 2908.838877 = -742980.802572
  nChanged 23
		SP:Iteration 31Q (41034.550000 sec): 3 clusters
  Score: Raw -745899.743192 + Penalty 2908.838877 = -742990.904315
  nChanged 19
		SP:Iteration 32Q (41034.680000 sec): 3 clusters
  Score: Raw -745909.860081 + Penalty 2908.838877 = -743001.021204
  nChanged 14
		SP:Iteration 33Q (41034.790000 sec): 3 clusters
  Score: Raw -745915.409640 + Penalty 2908.838877 = -743006.570764
  nChanged 12
		SP:Iteration 34Q (41034.910000 sec): 3 clusters
  Score: Raw -745919.786593 + Penalty 2908.838877 = -743010.947716
  nChanged 5
		SP:Iteration 35Q (41035.030000 sec): 3 clusters
  Score: Raw -745921.355204 + Penalty 2908.838877 = -743012.516327
  nChanged 5
		SP:Iteration 36Q (41035.150000 sec): 3 clusters
  Score: Raw -745923.974163 + Penalty 2908.838877 = -743015.135287
  nChanged 6
		SP:Iteration 37Q (41035.270000 sec): 3 clusters
  Score: Raw -745926.858821 + Penalty 2908.838877 = -743018.019944
  nChanged 7
		SP:Iteration 38Q (41035.390000 sec): 3 clusters
  Score: Raw -745929.553089 + Penalty 2908.838877 = -743020.714213
  nChanged 7
		SP:Iteration 39Q (41035.510000 sec): 3 clusters
  Score: Raw -745931.450257 + Penalty 2908.838877 = -743022.611381
  nChanged 3
		SP:Iteration 40F (41035.640000 sec): 3 clusters
  Score: Raw -745932.195934 + Penalty 2908.838877 = -743023.357057
  nChanged 1
		SP:Iteration 41Q (41035.750000 sec): 3 clusters
  Score: Raw -745932.414323 + Penalty 2908.838877 = -743023.575446
  nChanged 0
		SP:Iteration 42F (41035.880000 sec): 3 clusters
  Score: Raw -745932.414323 + Penalty 2908.838877 = -743023.575446
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 64 (2901 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (41035.950000 sec): 2 clusters
  Score: Raw -231234.940425 + Penalty 1295.581752 = -229939.358672
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (41036.020000 sec): 3 clusters
  Score: Raw -229901.892178 + Penalty 2591.163505 = -227310.728673
  nChanged 1077
		SP:Iteration 1F (41036.080000 sec): 3 clusters
  Score: Raw -230581.038424 + Penalty 2591.163505 = -227989.874919
  nChanged 250
		SP:Iteration 2F (41036.140000 sec): 3 clusters
  Score: Raw -230750.886472 + Penalty 2591.163505 = -228159.722967
  nChanged 156
		SP:Iteration 3F (41036.190000 sec): 3 clusters
  Score: Raw -230848.651902 + Penalty 2591.163505 = -228257.488397
  nChanged 119
		SP:Iteration 4Q (41036.250000 sec): 3 clusters
  Score: Raw -230927.146828 + Penalty 2591.163505 = -228335.983324
  nChanged 115
		SP:Iteration 5Q (41036.310000 sec): 3 clusters
  Score: Raw -231005.144117 + Penalty 2591.163505 = -228413.980612
  nChanged 107
		SP:Iteration 6Q (41036.370000 sec): 3 clusters
  Score: Raw -231088.644503 + Penalty 2591.163505 = -228497.480998
  nChanged 102
		SP:Iteration 7Q (41036.430000 sec): 3 clusters
  Score: Raw -231169.641909 + Penalty 2591.163505 = -228578.478404
  nChanged 92
		SP:Iteration 8Q (41036.480000 sec): 3 clusters
  Score: Raw -231235.246437 + Penalty 2591.163505 = -228644.082932
  nChanged 73
		SP:Iteration 9Q (41036.540000 sec): 3 clusters
  Score: Raw -231286.041162 + Penalty 2591.163505 = -228694.877657
  nChanged 69
		SP:Iteration 10Q (41036.600000 sec): 3 clusters
  Score: Raw -231332.760840 + Penalty 2591.163505 = -228741.597335
  nChanged 58
		SP:Iteration 11Q (41036.660000 sec): 3 clusters
  Score: Raw -231365.638727 + Penalty 2591.163505 = -228774.475222
  nChanged 60
		SP:Iteration 12Q (41036.710000 sec): 3 clusters
  Score: Raw -231412.045535 + Penalty 2591.163505 = -228820.882030
  nChanged 59
		SP:Iteration 13Q (41036.770000 sec): 3 clusters
  Score: Raw -231449.593996 + Penalty 2591.163505 = -228858.430491
  nChanged 50
		SP:Iteration 14Q (41036.830000 sec): 3 clusters
  Score: Raw -231475.706809 + Penalty 2591.163505 = -228884.543304
  nChanged 39
		SP:Iteration 15Q (41036.880000 sec): 3 clusters
  Score: Raw -231495.522205 + Penalty 2591.163505 = -228904.358700
  nChanged 34
		SP:Iteration 16Q (41036.940000 sec): 3 clusters
  Score: Raw -231519.197816 + Penalty 2591.163505 = -228928.034311
  nChanged 41
		SP:Iteration 17Q (41037.000000 sec): 3 clusters
  Score: Raw -231544.948463 + Penalty 2591.163505 = -228953.784958
  nChanged 40
		SP:Iteration 18Q (41037.050000 sec): 3 clusters
  Score: Raw -231566.757567 + Penalty 2591.163505 = -228975.594063
  nChanged 29
		SP:Iteration 19Q (41037.110000 sec): 3 clusters
  Score: Raw -231585.403645 + Penalty 2591.163505 = -228994.240140
  nChanged 42
		SP:Iteration 20F (41037.160000 sec): 3 clusters
  Score: Raw -231610.511830 + Penalty 2591.163505 = -229019.348325
  nChanged 31
		SP:Iteration 21Q (41037.220000 sec): 3 clusters
  Score: Raw -231624.051542 + Penalty 2591.163505 = -229032.888037
  nChanged 19
		SP:Iteration 22Q (41037.280000 sec): 3 clusters
  Score: Raw -231632.946556 + Penalty 2591.163505 = -229041.783051
  nChanged 16
		SP:Iteration 23Q (41037.330000 sec): 3 clusters
  Score: Raw -231640.109247 + Penalty 2591.163505 = -229048.945742
  nChanged 10
		SP:Iteration 24Q (41037.390000 sec): 3 clusters
  Score: Raw -231643.361947 + Penalty 2591.163505 = -229052.198442
  nChanged 9
		SP:Iteration 25Q (41037.440000 sec): 3 clusters
  Score: Raw -231647.594725 + Penalty 2591.163505 = -229056.431220
  nChanged 10
		SP:Iteration 26Q (41037.500000 sec): 3 clusters
  Score: Raw -231652.214662 + Penalty 2591.163505 = -229061.051157
  nChanged 10
		SP:Iteration 27Q (41037.560000 sec): 3 clusters
  Score: Raw -231657.403025 + Penalty 2591.163505 = -229066.239520
  nChanged 13
		SP:Iteration 28Q (41037.620000 sec): 3 clusters
  Score: Raw -231664.155850 + Penalty 2591.163505 = -229072.992346
  nChanged 12
		SP:Iteration 29Q (41037.670000 sec): 3 clusters
  Score: Raw -231668.860000 + Penalty 2591.163505 = -229077.696495
  nChanged 14
		SP:Iteration 30Q (41037.730000 sec): 3 clusters
  Score: Raw -231673.941547 + Penalty 2591.163505 = -229082.778042
  nChanged 12
		SP:Iteration 31Q (41037.780000 sec): 3 clusters
  Score: Raw -231679.063290 + Penalty 2591.163505 = -229087.899785
  nChanged 9
		SP:Iteration 32Q (41037.840000 sec): 3 clusters
  Score: Raw -231682.923018 + Penalty 2591.163505 = -229091.759513
  nChanged 14
		SP:Iteration 33Q (41037.900000 sec): 3 clusters
  Score: Raw -231690.765518 + Penalty 2591.163505 = -229099.602013
  nChanged 19
		SP:Iteration 34Q (41037.960000 sec): 3 clusters
  Score: Raw -231699.887583 + Penalty 2591.163505 = -229108.724078
  nChanged 11
		SP:Iteration 35Q (41038.010000 sec): 3 clusters
  Score: Raw -231705.713582 + Penalty 2591.163505 = -229114.550078
  nChanged 13
		SP:Iteration 36Q (41038.070000 sec): 3 clusters
  Score: Raw -231714.857135 + Penalty 2591.163505 = -229123.693630
  nChanged 12
		SP:Iteration 37Q (41038.120000 sec): 3 clusters
  Score: Raw -231719.845439 + Penalty 2591.163505 = -229128.681934
  nChanged 5
		SP:Iteration 38Q (41038.180000 sec): 3 clusters
  Score: Raw -231721.083468 + Penalty 2591.163505 = -229129.919963
  nChanged 0
		SP:Iteration 39F (41038.240000 sec): 3 clusters
  Score: Raw -231721.083468 + Penalty 2591.163505 = -229129.919963
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 65 (3548 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (41038.310000 sec): 2 clusters
  Score: Raw -298651.770698 + Penalty 1328.297643 = -297323.473054
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (41038.380000 sec): 3 clusters
  Score: Raw -296908.467317 + Penalty 2656.595287 = -294251.872031
  nChanged 1339
		SP:Iteration 1F (41038.440000 sec): 3 clusters
  Score: Raw -297834.868331 + Penalty 2656.595287 = -295178.273045
  nChanged 341
		SP:Iteration 2F (41038.520000 sec): 3 clusters
  Score: Raw -298175.906809 + Penalty 2656.595287 = -295519.311523
  nChanged 267
		SP:Iteration 3F (41038.580000 sec): 3 clusters
  Score: Raw -298418.558513 + Penalty 2656.595287 = -295761.963227
  nChanged 219
		SP:Iteration 4F (41038.650000 sec): 3 clusters
  Score: Raw -298599.740623 + Penalty 2656.595287 = -295943.145337
  nChanged 170
		SP:Iteration 5Q (41038.720000 sec): 3 clusters
  Score: Raw -298747.372082 + Penalty 2656.595287 = -296090.776796
  nChanged 154
		SP:Iteration 6Q (41038.780000 sec): 3 clusters
  Score: Raw -298858.106570 + Penalty 2656.595287 = -296201.511283
  nChanged 112
		SP:Iteration 7Q (41038.850000 sec): 3 clusters
  Score: Raw -298948.520170 + Penalty 2656.595287 = -296291.924883
  nChanged 90
		SP:Iteration 8Q (41038.920000 sec): 3 clusters
  Score: Raw -299013.944185 + Penalty 2656.595287 = -296357.348899
  nChanged 59
		SP:Iteration 9Q (41038.990000 sec): 3 clusters
  Score: Raw -299054.387853 + Penalty 2656.595287 = -296397.792567
  nChanged 47
		SP:Iteration 10Q (41039.060000 sec): 3 clusters
  Score: Raw -299090.653506 + Penalty 2656.595287 = -296434.058219
  nChanged 42
		SP:Iteration 11Q (41039.120000 sec): 3 clusters
  Score: Raw -299119.356968 + Penalty 2656.595287 = -296462.761681
  nChanged 31
		SP:Iteration 12Q (41039.190000 sec): 3 clusters
  Score: Raw -299137.380850 + Penalty 2656.595287 = -296480.785563
  nChanged 26
		SP:Iteration 13Q (41039.260000 sec): 3 clusters
  Score: Raw -299156.147107 + Penalty 2656.595287 = -296499.551821
  nChanged 22
		SP:Iteration 14Q (41039.320000 sec): 3 clusters
  Score: Raw -299169.196155 + Penalty 2656.595287 = -296512.600869
  nChanged 18
		SP:Iteration 15Q (41039.390000 sec): 3 clusters
  Score: Raw -299178.730057 + Penalty 2656.595287 = -296522.134770
  nChanged 17
		SP:Iteration 16Q (41039.460000 sec): 3 clusters
  Score: Raw -299187.325283 + Penalty 2656.595287 = -296530.729996
  nChanged 13
		SP:Iteration 17Q (41039.520000 sec): 3 clusters
  Score: Raw -299194.753202 + Penalty 2656.595287 = -296538.157916
  nChanged 11
		SP:Iteration 18Q (41039.590000 sec): 3 clusters
  Score: Raw -299199.426662 + Penalty 2656.595287 = -296542.831376
  nChanged 4
		SP:Iteration 19Q (41039.660000 sec): 3 clusters
  Score: Raw -299200.569569 + Penalty 2656.595287 = -296543.974283
  nChanged 0
		SP:Iteration 20F (41039.720000 sec): 3 clusters
  Score: Raw -299200.569569 + Penalty 2656.595287 = -296543.974283
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 66 (2149 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (41039.780000 sec): 2 clusters
  Score: Raw -186595.215117 + Penalty 1246.823158 = -185348.391959
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (41039.830000 sec): 3 clusters
  Score: Raw -185691.319403 + Penalty 2493.646316 = -183197.673087
  nChanged 787
		SP:Iteration 1F (41039.870000 sec): 3 clusters
  Score: Raw -186265.036369 + Penalty 2493.646316 = -183771.390053
  nChanged 188
		SP:Iteration 2F (41039.910000 sec): 3 clusters
  Score: Raw -186408.721135 + Penalty 2493.646316 = -183915.074818
  nChanged 108
		SP:Iteration 3F (41039.950000 sec): 3 clusters
  Score: Raw -186478.902444 + Penalty 2493.646316 = -183985.256127
  nChanged 82
		SP:Iteration 4Q (41040.000000 sec): 3 clusters
  Score: Raw -186542.364040 + Penalty 2493.646316 = -184048.717724
  nChanged 92
		SP:Iteration 5Q (41040.040000 sec): 3 clusters
  Score: Raw -186619.036419 + Penalty 2493.646316 = -184125.390102
  nChanged 83
		SP:Iteration 6Q (41040.080000 sec): 3 clusters
  Score: Raw -186705.965272 + Penalty 2493.646316 = -184212.318955
  nChanged 92
		SP:Iteration 7Q (41040.120000 sec): 3 clusters
  Score: Raw -186801.267398 + Penalty 2493.646316 = -184307.621082
  nChanged 90
		SP:Iteration 8Q (41040.160000 sec): 3 clusters
  Score: Raw -186883.865819 + Penalty 2493.646316 = -184390.219503
  nChanged 87
		SP:Iteration 9Q (41040.210000 sec): 3 clusters
  Score: Raw -186975.866372 + Penalty 2493.646316 = -184482.220055
  nChanged 77
		SP:Iteration 10Q (41040.250000 sec): 3 clusters
  Score: Raw -187069.290044 + Penalty 2493.646316 = -184575.643727
  nChanged 64
		SP:Iteration 11Q (41040.290000 sec): 3 clusters
  Score: Raw -187119.304943 + Penalty 2493.646316 = -184625.658626
  nChanged 31
		SP:Iteration 12Q (41040.330000 sec): 3 clusters
  Score: Raw -187138.272685 + Penalty 2493.646316 = -184644.626368
  nChanged 36
		SP:Iteration 13Q (41040.380000 sec): 3 clusters
  Score: Raw -187167.170405 + Penalty 2493.646316 = -184673.524089
  nChanged 27
		SP:Iteration 14Q (41040.420000 sec): 3 clusters
  Score: Raw -187187.785046 + Penalty 2493.646316 = -184694.138729
  nChanged 19
		SP:Iteration 15Q (41040.460000 sec): 3 clusters
  Score: Raw -187197.161888 + Penalty 2493.646316 = -184703.515571
  nChanged 12
		SP:Iteration 16Q (41040.500000 sec): 3 clusters
  Score: Raw -187202.337684 + Penalty 2493.646316 = -184708.691368
  nChanged 3
		SP:Iteration 17Q (41040.540000 sec): 3 clusters
  Score: Raw -187203.690572 + Penalty 2493.646316 = -184710.044255
  nChanged 0
		SP:Iteration 18F (41040.580000 sec): 3 clusters
  Score: Raw -187203.991376 + Penalty 2493.646316 = -184710.345060
  nChanged 1
		SP:Iteration 19Q (41040.620000 sec): 3 clusters
  Score: Raw -187205.329967 + Penalty 2493.646316 = -184711.683650
  nChanged 1
		SP:Iteration 20F (41040.670000 sec): 3 clusters
  Score: Raw -187206.370497 + Penalty 2493.646316 = -184712.724181
  nChanged 2
		SP:Iteration 21Q (41040.710000 sec): 3 clusters
  Score: Raw -187207.068491 + Penalty 2493.646316 = -184713.422174
  nChanged 1
		SP:Iteration 22Q (41040.750000 sec): 3 clusters
  Score: Raw -187207.616672 + Penalty 2493.646316 = -184713.970356
  nChanged 2
		SP:Iteration 23Q (41040.790000 sec): 3 clusters
  Score: Raw -187208.727307 + Penalty 2493.646316 = -184715.080991
  nChanged 1
		SP:Iteration 24Q (41040.840000 sec): 3 clusters
  Score: Raw -187209.163177 + Penalty 2493.646316 = -184715.516861
  nChanged 1
		SP:Iteration 25Q (41040.880000 sec): 3 clusters
  Score: Raw -187210.089482 + Penalty 2493.646316 = -184716.443166
  nChanged 1
		SP:Iteration 26Q (41040.920000 sec): 3 clusters
  Score: Raw -187210.322712 + Penalty 2493.646316 = -184716.676395
  nChanged 2
		SP:Iteration 27Q (41040.960000 sec): 3 clusters
  Score: Raw -187210.777646 + Penalty 2493.646316 = -184717.131330
  nChanged 2
		SP:Iteration 28Q (41041.000000 sec): 3 clusters
  Score: Raw -187211.754009 + Penalty 2493.646316 = -184718.107693
  nChanged 1
		SP:Iteration 29Q (41041.040000 sec): 3 clusters
  Score: Raw -187212.143893 + Penalty 2493.646316 = -184718.497577
  nChanged 1
		SP:Iteration 30Q (41041.090000 sec): 3 clusters
  Score: Raw -187212.725103 + Penalty 2493.646316 = -184719.078787
  nChanged 1
		SP:Iteration 31Q (41041.130000 sec): 3 clusters
  Score: Raw -187213.029568 + Penalty 2493.646316 = -184719.383252
  nChanged 2
		SP:Iteration 32Q (41041.170000 sec): 3 clusters
  Score: Raw -187213.843899 + Penalty 2493.646316 = -184720.197582
  nChanged 2
		SP:Iteration 33Q (41041.210000 sec): 3 clusters
  Score: Raw -187215.096890 + Penalty 2493.646316 = -184721.450573
  nChanged 3
		SP:Iteration 34Q (41041.260000 sec): 3 clusters
  Score: Raw -187216.153862 + Penalty 2493.646316 = -184722.507545
  nChanged 1
		SP:Iteration 35Q (41041.300000 sec): 3 clusters
  Score: Raw -187217.271657 + Penalty 2493.646316 = -184723.625341
  nChanged 2
		SP:Iteration 36Q (41041.340000 sec): 3 clusters
  Score: Raw -187217.778786 + Penalty 2493.646316 = -184724.132470
  nChanged 1
		SP:Iteration 37Q (41041.380000 sec): 3 clusters
  Score: Raw -187218.286370 + Penalty 2493.646316 = -184724.640053
  nChanged 0
		SP:Iteration 38F (41041.420000 sec): 3 clusters
  Score: Raw -187218.286370 + Penalty 2493.646316 = -184724.640053
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 67 (110378 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (41042.150000 sec): 2 clusters
  Score: Raw -9952448.451548 + Penalty 1886.895744 = -9950561.555803
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (41043.180000 sec): 3 clusters
  Score: Raw -9880537.977281 + Penalty 3773.791488 = -9876764.185793
  nChanged 52896
		SP:Iteration 1F (41044.220000 sec): 3 clusters
  Score: Raw -9912026.110395 + Penalty 3773.791488 = -9908252.318906
  nChanged 4090
		SP:Iteration 2Q (41045.330000 sec): 3 clusters
  Score: Raw -9913368.899572 + Penalty 3773.791488 = -9909595.108084
  nChanged 4558
		SP:Iteration 3Q (41046.420000 sec): 3 clusters
  Score: Raw -9915169.031720 + Penalty 3773.791488 = -9911395.240231
  nChanged 5331
		SP:Iteration 4Q (41047.560000 sec): 3 clusters
  Score: Raw -9917854.126671 + Penalty 3773.791488 = -9914080.335182
  nChanged 6658
		SP:Iteration 5F (41048.570000 sec): 3 clusters
  Score: Raw -9922035.909044 + Penalty 3773.791488 = -9918262.117555
  nChanged 8020
		SP:Iteration 6F (41049.580000 sec): 3 clusters
  Score: Raw -9928011.117666 + Penalty 3773.791488 = -9924237.326178
  nChanged 8803
		SP:Iteration 7F (41050.620000 sec): 3 clusters
  Score: Raw -9935525.976188 + Penalty 3773.791488 = -9931752.184700
  nChanged 8042
		SP:Iteration 8F (41051.650000 sec): 3 clusters
  Score: Raw -9942881.309257 + Penalty 3773.791488 = -9939107.517769
  nChanged 5630
		SP:Iteration 9F (41052.710000 sec): 3 clusters
  Score: Raw -9948094.174620 + Penalty 3773.791488 = -9944320.383132
  nChanged 3077
		SP:Iteration 10Q (41053.700000 sec): 3 clusters
  Score: Raw -9950894.437022 + Penalty 3773.791488 = -9947120.645534
  nChanged 1286
		SP:Iteration 11Q (41054.610000 sec): 3 clusters
  Score: Raw -9951999.308034 + Penalty 3773.791488 = -9948225.516546
  nChanged 436
		SP:Iteration 12Q (41055.540000 sec): 3 clusters
  Score: Raw -9952397.849447 + Penalty 3773.791488 = -9948624.057958
  nChanged 142
		SP:Iteration 13Q (41056.480000 sec): 3 clusters
  Score: Raw -9952546.738028 + Penalty 3773.791488 = -9948772.946540
  nChanged 56
		SP:Iteration 14Q (41057.390000 sec): 3 clusters
  Score: Raw -9952611.664500 + Penalty 3773.791488 = -9948837.873012
  nChanged 31
		SP:Iteration 15Q (41058.310000 sec): 3 clusters
  Score: Raw -9952646.337593 + Penalty 3773.791488 = -9948872.546104
  nChanged 15
		SP:Iteration 16Q (41059.250000 sec): 3 clusters
  Score: Raw -9952662.211504 + Penalty 3773.791488 = -9948888.420016
  nChanged 13
		SP:Iteration 17Q (41060.180000 sec): 3 clusters
  Score: Raw -9952676.250060 + Penalty 3773.791488 = -9948902.458572
  nChanged 11
		SP:Iteration 18Q (41061.090000 sec): 3 clusters
  Score: Raw -9952687.588285 + Penalty 3773.791488 = -9948913.796797
  nChanged 12
		SP:Iteration 19Q (41062.020000 sec): 3 clusters
  Score: Raw -9952701.086415 + Penalty 3773.791488 = -9948927.294926
  nChanged 2
		SP:Iteration 20F (41063.020000 sec): 3 clusters
  Score: Raw -9952703.567780 + Penalty 3773.791488 = -9948929.776292
  nChanged 1
		SP:Iteration 21Q (41063.980000 sec): 3 clusters
  Score: Raw -9952704.437186 + Penalty 3773.791488 = -9948930.645698
  nChanged 0
		SP:Iteration 22F (41065.010000 sec): 3 clusters
  Score: Raw -9952704.437186 + Penalty 3773.791488 = -9948930.645698
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 68 (3083 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (41065.060000 sec): 2 clusters
  Score: Raw -267534.646190 + Penalty 1305.469495 = -266229.176696
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (41065.160000 sec): 3 clusters
  Score: Raw -266078.042287 + Penalty 2610.938989 = -263467.103298
  nChanged 1181
		SP:Iteration 1F (41065.220000 sec): 3 clusters
  Score: Raw -266800.949908 + Penalty 2610.938989 = -264190.010919
  nChanged 258
		SP:Iteration 2F (41065.280000 sec): 3 clusters
  Score: Raw -266999.077358 + Penalty 2610.938989 = -264388.138369
  nChanged 179
		SP:Iteration 3F (41065.340000 sec): 3 clusters
  Score: Raw -267140.402219 + Penalty 2610.938989 = -264529.463230
  nChanged 151
		SP:Iteration 4Q (41065.400000 sec): 3 clusters
  Score: Raw -267280.700314 + Penalty 2610.938989 = -264669.761325
  nChanged 161
		SP:Iteration 5F (41065.460000 sec): 3 clusters
  Score: Raw -267432.737427 + Penalty 2610.938989 = -264821.798438
  nChanged 162
		SP:Iteration 6F (41065.530000 sec): 3 clusters
  Score: Raw -267616.428024 + Penalty 2610.938989 = -265005.489035
  nChanged 171
		SP:Iteration 7F (41065.590000 sec): 3 clusters
  Score: Raw -267820.407940 + Penalty 2610.938989 = -265209.468951
  nChanged 140
		SP:Iteration 8Q (41065.650000 sec): 3 clusters
  Score: Raw -267968.862557 + Penalty 2610.938989 = -265357.923568
  nChanged 120
		SP:Iteration 9Q (41065.710000 sec): 3 clusters
  Score: Raw -268112.641787 + Penalty 2610.938989 = -265501.702798
  nChanged 100
		SP:Iteration 10Q (41065.770000 sec): 3 clusters
  Score: Raw -268257.222207 + Penalty 2610.938989 = -265646.283218
  nChanged 90
		SP:Iteration 11Q (41065.830000 sec): 3 clusters
  Score: Raw -268384.639852 + Penalty 2610.938989 = -265773.700863
  nChanged 83
		SP:Iteration 12Q (41065.890000 sec): 3 clusters
  Score: Raw -268491.037173 + Penalty 2610.938989 = -265880.098184
  nChanged 65
		SP:Iteration 13Q (41065.950000 sec): 3 clusters
  Score: Raw -268567.154729 + Penalty 2610.938989 = -265956.215740
  nChanged 45
		SP:Iteration 14Q (41066.010000 sec): 3 clusters
  Score: Raw -268608.440744 + Penalty 2610.938989 = -265997.501755
  nChanged 31
		SP:Iteration 15Q (41066.070000 sec): 3 clusters
  Score: Raw -268641.430947 + Penalty 2610.938989 = -266030.491958
  nChanged 26
		SP:Iteration 16Q (41066.120000 sec): 3 clusters
  Score: Raw -268668.033982 + Penalty 2610.938989 = -266057.094993
  nChanged 24
		SP:Iteration 17Q (41066.180000 sec): 3 clusters
  Score: Raw -268684.469477 + Penalty 2610.938989 = -266073.530488
  nChanged 4
		SP:Iteration 18Q (41066.240000 sec): 3 clusters
  Score: Raw -268686.140887 + Penalty 2610.938989 = -266075.201898
  nChanged 0
		SP:Iteration 19F (41066.300000 sec): 3 clusters
  Score: Raw -268686.140887 + Penalty 2610.938989 = -266075.201898
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 69 (1491 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (41066.370000 sec): 2 clusters
  Score: Raw -130909.945349 + Penalty 1187.420376 = -129722.524972
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (41066.400000 sec): 3 clusters
  Score: Raw -130349.281099 + Penalty 2374.840752 = -127974.440347
  nChanged 489
		SP:Iteration 1F (41066.430000 sec): 3 clusters
  Score: Raw -130662.154166 + Penalty 2374.840752 = -128287.313414
  nChanged 104
		SP:Iteration 2F (41066.460000 sec): 3 clusters
  Score: Raw -130740.947411 + Penalty 2374.840752 = -128366.106659
  nChanged 55
		SP:Iteration 3Q (41066.490000 sec): 3 clusters
  Score: Raw -130782.931708 + Penalty 2374.840752 = -128408.090956
  nChanged 31
		SP:Iteration 4Q (41066.520000 sec): 3 clusters
  Score: Raw -130798.808603 + Penalty 2374.840752 = -128423.967851
  nChanged 25
		SP:Iteration 5Q (41066.550000 sec): 3 clusters
  Score: Raw -130814.086174 + Penalty 2374.840752 = -128439.245421
  nChanged 27
		SP:Iteration 6Q (41066.580000 sec): 3 clusters
  Score: Raw -130829.151884 + Penalty 2374.840752 = -128454.311131
  nChanged 24
		SP:Iteration 7Q (41066.610000 sec): 3 clusters
  Score: Raw -130848.225876 + Penalty 2374.840752 = -128473.385124
  nChanged 25
		SP:Iteration 8Q (41066.640000 sec): 3 clusters
  Score: Raw -130863.357726 + Penalty 2374.840752 = -128488.516974
  nChanged 17
		SP:Iteration 9Q (41066.670000 sec): 3 clusters
  Score: Raw -130872.380673 + Penalty 2374.840752 = -128497.539920
  nChanged 13
		SP:Iteration 10Q (41066.700000 sec): 3 clusters
  Score: Raw -130878.705399 + Penalty 2374.840752 = -128503.864647
  nChanged 14
		SP:Iteration 11Q (41066.730000 sec): 3 clusters
  Score: Raw -130886.141784 + Penalty 2374.840752 = -128511.301031
  nChanged 12
		SP:Iteration 12Q (41066.760000 sec): 3 clusters
  Score: Raw -130890.545880 + Penalty 2374.840752 = -128515.705128
  nChanged 11
		SP:Iteration 13Q (41066.790000 sec): 3 clusters
  Score: Raw -130894.181816 + Penalty 2374.840752 = -128519.341063
  nChanged 6
		SP:Iteration 14Q (41066.820000 sec): 3 clusters
  Score: Raw -130897.511809 + Penalty 2374.840752 = -128522.671057
  nChanged 3
		SP:Iteration 15Q (41066.850000 sec): 3 clusters
  Score: Raw -130899.152600 + Penalty 2374.840752 = -128524.311848
  nChanged 5
		SP:Iteration 16Q (41066.880000 sec): 3 clusters
  Score: Raw -130901.451730 + Penalty 2374.840752 = -128526.610977
  nChanged 8
		SP:Iteration 17Q (41066.910000 sec): 3 clusters
  Score: Raw -130905.143638 + Penalty 2374.840752 = -128530.302885
  nChanged 10
		SP:Iteration 18Q (41066.940000 sec): 3 clusters
  Score: Raw -130909.890968 + Penalty 2374.840752 = -128535.050216
  nChanged 5
		SP:Iteration 19Q (41066.970000 sec): 3 clusters
  Score: Raw -130911.891520 + Penalty 2374.840752 = -128537.050768
  nChanged 6
		SP:Iteration 20F (41067.000000 sec): 3 clusters
  Score: Raw -130916.152677 + Penalty 2374.840752 = -128541.311925
  nChanged 8
		SP:Iteration 21Q (41067.020000 sec): 3 clusters
  Score: Raw -130920.582003 + Penalty 2374.840752 = -128545.741251
  nChanged 3
		SP:Iteration 22Q (41067.050000 sec): 3 clusters
  Score: Raw -130921.529059 + Penalty 2374.840752 = -128546.688307
  nChanged 1
		SP:Iteration 23Q (41067.080000 sec): 3 clusters
  Score: Raw -130921.729878 + Penalty 2374.840752 = -128546.889125
  nChanged 3
		SP:Iteration 24Q (41067.110000 sec): 3 clusters
  Score: Raw -130922.493916 + Penalty 2374.840752 = -128547.653164
  nChanged 1
		SP:Iteration 25Q (41067.140000 sec): 3 clusters
  Score: Raw -130922.900970 + Penalty 2374.840752 = -128548.060218
  nChanged 2
		SP:Iteration 26Q (41067.170000 sec): 3 clusters
  Score: Raw -130923.773998 + Penalty 2374.840752 = -128548.933246
  nChanged 1
		SP:Iteration 27Q (41067.200000 sec): 3 clusters
  Score: Raw -130923.848597 + Penalty 2374.840752 = -128549.007845
  nChanged 0
		SP:Iteration 28F (41067.230000 sec): 3 clusters
  Score: Raw -130923.848597 + Penalty 2374.840752 = -128549.007845
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 70 (478 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (41067.270000 sec): 2 clusters
  Score: Raw -44993.574991 + Penalty 1002.561744 = -43991.013247
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (41067.280000 sec): 3 clusters
  Score: Raw -44938.712216 + Penalty 2005.123488 = -42933.588728
  nChanged 101
		SP:Iteration 1F (41067.290000 sec): 3 clusters
  Score: Raw -45077.053122 + Penalty 2005.123488 = -43071.929634
  nChanged 15
		SP:Iteration 2Q (41067.300000 sec): 3 clusters
  Score: Raw -45098.544569 + Penalty 2005.123488 = -43093.421081
  nChanged 11
		SP:Iteration 3Q (41067.320000 sec): 3 clusters
  Score: Raw -45122.422007 + Penalty 2005.123488 = -43117.298519
  nChanged 11
		SP:Iteration 4Q (41067.320000 sec): 3 clusters
  Score: Raw -45138.534134 + Penalty 2005.123488 = -43133.410646
  nChanged 3
		SP:Iteration 5Q (41067.340000 sec): 3 clusters
  Score: Raw -45145.763407 + Penalty 2005.123488 = -43140.639919
  nChanged 2
		SP:Iteration 6Q (41067.350000 sec): 3 clusters
  Score: Raw -45147.966539 + Penalty 2005.123488 = -43142.843051
  nChanged 0
		SP:Iteration 7F (41067.360000 sec): 3 clusters
  Score: Raw -45147.966539 + Penalty 2005.123488 = -43142.843051
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 71 (5066 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (41067.440000 sec): 2 clusters
  Score: Raw -434534.344593 + Penalty 1386.174860 = -433148.169733
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (41067.540000 sec): 3 clusters
  Score: Raw -431974.835021 + Penalty 2772.349720 = -429202.485301
  nChanged 2032
		SP:Iteration 1F (41067.640000 sec): 3 clusters
  Score: Raw -433055.272129 + Penalty 2772.349720 = -430282.922409
  nChanged 377
		SP:Iteration 2F (41067.730000 sec): 3 clusters
  Score: Raw -433259.493450 + Penalty 2772.349720 = -430487.143730
  nChanged 294
		SP:Iteration 3F (41067.830000 sec): 3 clusters
  Score: Raw -433397.552519 + Penalty 2772.349720 = -430625.202799
  nChanged 229
		SP:Iteration 4Q (41067.920000 sec): 3 clusters
  Score: Raw -433516.226624 + Penalty 2772.349720 = -430743.876904
  nChanged 184
		SP:Iteration 5Q (41068.020000 sec): 3 clusters
  Score: Raw -433594.059080 + Penalty 2772.349720 = -430821.709360
  nChanged 148
		SP:Iteration 6Q (41068.120000 sec): 3 clusters
  Score: Raw -433653.630298 + Penalty 2772.349720 = -430881.280578
  nChanged 123
		SP:Iteration 7Q (41068.220000 sec): 3 clusters
  Score: Raw -433706.889561 + Penalty 2772.349720 = -430934.539841
  nChanged 113
		SP:Iteration 8Q (41068.310000 sec): 3 clusters
  Score: Raw -433753.373681 + Penalty 2772.349720 = -430981.023961
  nChanged 97
		SP:Iteration 9Q (41068.410000 sec): 3 clusters
  Score: Raw -433788.077485 + Penalty 2772.349720 = -431015.727765
  nChanged 76
		SP:Iteration 10Q (41068.510000 sec): 3 clusters
  Score: Raw -433815.737808 + Penalty 2772.349720 = -431043.388088
  nChanged 72
		SP:Iteration 11Q (41068.600000 sec): 3 clusters
  Score: Raw -433845.728154 + Penalty 2772.349720 = -431073.378434
  nChanged 77
		SP:Iteration 12Q (41068.700000 sec): 3 clusters
  Score: Raw -433870.682375 + Penalty 2772.349720 = -431098.332655
  nChanged 66
		SP:Iteration 13Q (41068.790000 sec): 3 clusters
  Score: Raw -433889.131205 + Penalty 2772.349720 = -431116.781485
  nChanged 39
		SP:Iteration 14Q (41068.890000 sec): 3 clusters
  Score: Raw -433900.411389 + Penalty 2772.349720 = -431128.061669
  nChanged 34
		SP:Iteration 15Q (41068.990000 sec): 3 clusters
  Score: Raw -433913.064774 + Penalty 2772.349720 = -431140.715054
  nChanged 48
		SP:Iteration 16Q (41069.090000 sec): 3 clusters
  Score: Raw -433927.108653 + Penalty 2772.349720 = -431154.758933
  nChanged 41
		SP:Iteration 17Q (41069.180000 sec): 3 clusters
  Score: Raw -433942.505402 + Penalty 2772.349720 = -431170.155682
  nChanged 46
		SP:Iteration 18Q (41069.280000 sec): 3 clusters
  Score: Raw -433958.918728 + Penalty 2772.349720 = -431186.569008
  nChanged 54
		SP:Iteration 19Q (41069.370000 sec): 3 clusters
  Score: Raw -433980.924042 + Penalty 2772.349720 = -431208.574322
  nChanged 58
		SP:Iteration 20F (41069.470000 sec): 3 clusters
  Score: Raw -434012.504501 + Penalty 2772.349720 = -431240.154781
  nChanged 75
		SP:Iteration 21Q (41069.570000 sec): 3 clusters
  Score: Raw -434051.311219 + Penalty 2772.349720 = -431278.961499
  nChanged 89
		SP:Iteration 22Q (41069.660000 sec): 3 clusters
  Score: Raw -434095.324336 + Penalty 2772.349720 = -431322.974616
  nChanged 94
		SP:Iteration 23Q (41069.750000 sec): 3 clusters
  Score: Raw -434149.654512 + Penalty 2772.349720 = -431377.304792
  nChanged 86
		SP:Iteration 24Q (41069.850000 sec): 3 clusters
  Score: Raw -434207.605765 + Penalty 2772.349720 = -431435.256045
  nChanged 112
		SP:Iteration 25Q (41069.950000 sec): 3 clusters
  Score: Raw -434263.684022 + Penalty 2772.349720 = -431491.334302
  nChanged 95
		SP:Iteration 26Q (41070.040000 sec): 3 clusters
  Score: Raw -434316.377868 + Penalty 2772.349720 = -431544.028148
  nChanged 113
		SP:Iteration 27Q (41070.140000 sec): 3 clusters
  Score: Raw -434381.348270 + Penalty 2772.349720 = -431608.998550
  nChanged 118
		SP:Iteration 28Q (41070.230000 sec): 3 clusters
  Score: Raw -434447.994554 + Penalty 2772.349720 = -431675.644834
  nChanged 123
		SP:Iteration 29Q (41070.330000 sec): 3 clusters
  Score: Raw -434519.604303 + Penalty 2772.349720 = -431747.254583
  nChanged 123
		SP:Iteration 30Q (41070.420000 sec): 3 clusters
  Score: Raw -434590.584457 + Penalty 2772.349720 = -431818.234737
  nChanged 123
		SP:Iteration 31Q (41070.520000 sec): 3 clusters
  Score: Raw -434665.292440 + Penalty 2772.349720 = -431892.942720
  nChanged 120
		SP:Iteration 32Q (41070.610000 sec): 3 clusters
  Score: Raw -434737.169027 + Penalty 2772.349720 = -431964.819307
  nChanged 98
		SP:Iteration 33Q (41070.710000 sec): 3 clusters
  Score: Raw -434785.663114 + Penalty 2772.349720 = -432013.313394
  nChanged 67
		SP:Iteration 34Q (41070.800000 sec): 3 clusters
  Score: Raw -434806.462322 + Penalty 2772.349720 = -432034.112603
  nChanged 49
		SP:Iteration 35Q (41070.890000 sec): 3 clusters
  Score: Raw -434824.623582 + Penalty 2772.349720 = -432052.273862
  nChanged 50
		SP:Iteration 36Q (41070.990000 sec): 3 clusters
  Score: Raw -434845.432116 + Penalty 2772.349720 = -432073.082396
  nChanged 46
		SP:Iteration 37Q (41071.080000 sec): 3 clusters
  Score: Raw -434861.711166 + Penalty 2772.349720 = -432089.361446
  nChanged 43
		SP:Iteration 38Q (41071.180000 sec): 3 clusters
  Score: Raw -434879.035994 + Penalty 2772.349720 = -432106.686274
  nChanged 45
		SP:Iteration 39Q (41071.270000 sec): 3 clusters
  Score: Raw -434896.000801 + Penalty 2772.349720 = -432123.651081
  nChanged 42
		SP:Iteration 40F (41071.360000 sec): 3 clusters
  Score: Raw -434913.937041 + Penalty 2772.349720 = -432141.587321
  nChanged 40
		SP:Iteration 41Q (41071.450000 sec): 3 clusters
  Score: Raw -434931.986678 + Penalty 2772.349720 = -432159.636958
  nChanged 47
		SP:Iteration 42Q (41071.550000 sec): 3 clusters
  Score: Raw -434954.351076 + Penalty 2772.349720 = -432182.001356
  nChanged 40
		SP:Iteration 43Q (41071.640000 sec): 3 clusters
  Score: Raw -434971.781681 + Penalty 2772.349720 = -432199.431961
  nChanged 38
		SP:Iteration 44Q (41071.730000 sec): 3 clusters
  Score: Raw -434990.736268 + Penalty 2772.349720 = -432218.386548
  nChanged 44
		SP:Iteration 45Q (41071.830000 sec): 3 clusters
  Score: Raw -435011.709658 + Penalty 2772.349720 = -432239.359938
  nChanged 37
		SP:Iteration 46Q (41071.920000 sec): 3 clusters
  Score: Raw -435034.309518 + Penalty 2772.349720 = -432261.959798
  nChanged 41
		SP:Iteration 47Q (41072.010000 sec): 3 clusters
  Score: Raw -435056.009110 + Penalty 2772.349720 = -432283.659390
  nChanged 37
		SP:Iteration 48Q (41072.110000 sec): 3 clusters
  Score: Raw -435074.584130 + Penalty 2772.349720 = -432302.234410
  nChanged 38
		SP:Iteration 49Q (41072.200000 sec): 3 clusters
  Score: Raw -435093.500073 + Penalty 2772.349720 = -432321.150353
  nChanged 31
		SP:Iteration 50Q (41072.290000 sec): 3 clusters
  Score: Raw -435108.088650 + Penalty 2772.349720 = -432335.738930
  nChanged 28
		SP:Iteration 51Q (41072.380000 sec): 3 clusters
  Score: Raw -435121.318169 + Penalty 2772.349720 = -432348.968449
  nChanged 28
		SP:Iteration 52Q (41072.470000 sec): 3 clusters
  Score: Raw -435134.237439 + Penalty 2772.349720 = -432361.887719
  nChanged 29
		SP:Iteration 53Q (41072.570000 sec): 3 clusters
  Score: Raw -435146.151557 + Penalty 2772.349720 = -432373.801837
  nChanged 23
		SP:Iteration 54Q (41072.650000 sec): 3 clusters
  Score: Raw -435157.191381 + Penalty 2772.349720 = -432384.841661
  nChanged 27
		SP:Iteration 55Q (41072.750000 sec): 3 clusters
  Score: Raw -435169.519280 + Penalty 2772.349720 = -432397.169560
  nChanged 21
		SP:Iteration 56Q (41072.840000 sec): 3 clusters
  Score: Raw -435176.906382 + Penalty 2772.349720 = -432404.556662
  nChanged 16
		SP:Iteration 57Q (41072.930000 sec): 3 clusters
  Score: Raw -435182.367894 + Penalty 2772.349720 = -432410.018174
  nChanged 12
		SP:Iteration 58Q (41073.020000 sec): 3 clusters
  Score: Raw -435185.250750 + Penalty 2772.349720 = -432412.901030
  nChanged 6
		SP:Iteration 59Q (41073.110000 sec): 3 clusters
  Score: Raw -435186.267047 + Penalty 2772.349720 = -432413.917327
  nChanged 6
		SP:Iteration 60F (41073.210000 sec): 3 clusters
  Score: Raw -435187.212432 + Penalty 2772.349720 = -432414.862713
  nChanged 4
		SP:Iteration 61Q (41073.300000 sec): 3 clusters
  Score: Raw -435188.178282 + Penalty 2772.349720 = -432415.828562
  nChanged 4
		SP:Iteration 62Q (41073.400000 sec): 3 clusters
  Score: Raw -435188.792493 + Penalty 2772.349720 = -432416.442773
  nChanged 2
		SP:Iteration 63Q (41073.490000 sec): 3 clusters
  Score: Raw -435189.175733 + Penalty 2772.349720 = -432416.826013
  nChanged 3
		SP:Iteration 64Q (41073.580000 sec): 3 clusters
  Score: Raw -435189.811426 + Penalty 2772.349720 = -432417.461706
  nChanged 1
		SP:Iteration 65Q (41073.670000 sec): 3 clusters
  Score: Raw -435189.892658 + Penalty 2772.349720 = -432417.542938
  nChanged 0
		SP:Iteration 66F (41073.760000 sec): 3 clusters
  Score: Raw -435189.892658 + Penalty 2772.349720 = -432417.542938
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 72 (939 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (41073.820000 sec): 2 clusters
  Score: Raw -77310.986566 + Penalty 1112.282515 = -76198.704050
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (41073.840000 sec): 3 clusters
  Score: Raw -77061.825414 + Penalty 2224.565031 = -74837.260383
  nChanged 293
		SP:Iteration 1F (41073.860000 sec): 3 clusters
  Score: Raw -77407.231484 + Penalty 2224.565031 = -75182.666453
  nChanged 91
		SP:Iteration 2F (41073.880000 sec): 3 clusters
  Score: Raw -77558.812563 + Penalty 2224.565031 = -75334.247532
  nChanged 56
		SP:Iteration 3F (41073.900000 sec): 3 clusters
  Score: Raw -77654.541261 + Penalty 2224.565031 = -75429.976231
  nChanged 42
		SP:Iteration 4Q (41073.920000 sec): 3 clusters
  Score: Raw -77722.693284 + Penalty 2224.565031 = -75498.128253
  nChanged 36
		SP:Iteration 5Q (41073.940000 sec): 3 clusters
  Score: Raw -77792.222797 + Penalty 2224.565031 = -75567.657766
  nChanged 31
		SP:Iteration 6Q (41073.960000 sec): 3 clusters
  Score: Raw -77853.939703 + Penalty 2224.565031 = -75629.374673
  nChanged 20
		SP:Iteration 7Q (41073.980000 sec): 3 clusters
  Score: Raw -77885.815756 + Penalty 2224.565031 = -75661.250725
  nChanged 15
		SP:Iteration 8Q (41074.000000 sec): 3 clusters
  Score: Raw -77904.972801 + Penalty 2224.565031 = -75680.407771
  nChanged 9
		SP:Iteration 9Q (41074.010000 sec): 3 clusters
  Score: Raw -77918.165037 + Penalty 2224.565031 = -75693.600006
  nChanged 6
		SP:Iteration 10Q (41074.030000 sec): 3 clusters
  Score: Raw -77923.510627 + Penalty 2224.565031 = -75698.945596
  nChanged 3
		SP:Iteration 11Q (41074.050000 sec): 3 clusters
  Score: Raw -77925.256601 + Penalty 2224.565031 = -75700.691570
  nChanged 0
		SP:Iteration 12F (41074.070000 sec): 3 clusters
  Score: Raw -77925.256601 + Penalty 2224.565031 = -75700.691570
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 73 (795 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (41074.120000 sec): 2 clusters
  Score: Raw -59415.515395 + Penalty 1085.230594 = -58330.284802
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (41074.140000 sec): 3 clusters
  Score: Raw -59218.974416 + Penalty 2170.461187 = -57048.513228
  nChanged 216
		SP:Iteration 1F (41074.150000 sec): 3 clusters
  Score: Raw -59519.194801 + Penalty 2170.461187 = -57348.733614
  nChanged 64
		SP:Iteration 2F (41074.170000 sec): 3 clusters
  Score: Raw -59646.540461 + Penalty 2170.461187 = -57476.079274
  nChanged 45
		SP:Iteration 3F (41074.180000 sec): 3 clusters
  Score: Raw -59715.182955 + Penalty 2170.461187 = -57544.721767
  nChanged 36
		SP:Iteration 4Q (41074.200000 sec): 3 clusters
  Score: Raw -59774.721863 + Penalty 2170.461187 = -57604.260676
  nChanged 19
		SP:Iteration 5Q (41074.220000 sec): 3 clusters
  Score: Raw -59803.480302 + Penalty 2170.461187 = -57633.019115
  nChanged 8
		SP:Iteration 6Q (41074.240000 sec): 3 clusters
  Score: Raw -59810.351743 + Penalty 2170.461187 = -57639.890556
  nChanged 5
		SP:Iteration 7Q (41074.250000 sec): 3 clusters
  Score: Raw -59818.553359 + Penalty 2170.461187 = -57648.092171
  nChanged 6
		SP:Iteration 8Q (41074.270000 sec): 3 clusters
  Score: Raw -59827.549388 + Penalty 2170.461187 = -57657.088201
  nChanged 4
		SP:Iteration 9Q (41074.280000 sec): 3 clusters
  Score: Raw -59830.190151 + Penalty 2170.461187 = -57659.728964
  nChanged 5
		SP:Iteration 10Q (41074.300000 sec): 3 clusters
  Score: Raw -59834.243338 + Penalty 2170.461187 = -57663.782151
  nChanged 2
		SP:Iteration 11Q (41074.320000 sec): 3 clusters
  Score: Raw -59835.744939 + Penalty 2170.461187 = -57665.283752
  nChanged 3
		SP:Iteration 12Q (41074.330000 sec): 3 clusters
  Score: Raw -59837.820954 + Penalty 2170.461187 = -57667.359767
  nChanged 4
		SP:Iteration 13Q (41074.350000 sec): 3 clusters
  Score: Raw -59841.198550 + Penalty 2170.461187 = -57670.737363
  nChanged 2
		SP:Iteration 14Q (41074.360000 sec): 3 clusters
  Score: Raw -59841.782038 + Penalty 2170.461187 = -57671.320850
  nChanged 0
		SP:Iteration 15F (41074.380000 sec): 3 clusters
  Score: Raw -59841.782038 + Penalty 2170.461187 = -57671.320850
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 74 (939 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (41074.430000 sec): 2 clusters
  Score: Raw -57350.220977 + Penalty 1112.282515 = -56237.938461
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (41074.450000 sec): 3 clusters
  Score: Raw -57100.490984 + Penalty 2224.565031 = -54875.925954
  nChanged 265
		SP:Iteration 1F (41074.470000 sec): 3 clusters
  Score: Raw -57420.146036 + Penalty 2224.565031 = -55195.581006
  nChanged 92
		SP:Iteration 2F (41074.490000 sec): 3 clusters
  Score: Raw -57615.518327 + Penalty 2224.565031 = -55390.953296
  nChanged 62
		SP:Iteration 3F (41074.510000 sec): 3 clusters
  Score: Raw -57728.500793 + Penalty 2224.565031 = -55503.935763
  nChanged 37
		SP:Iteration 4Q (41074.530000 sec): 3 clusters
  Score: Raw -57781.358107 + Penalty 2224.565031 = -55556.793076
  nChanged 24
		SP:Iteration 5Q (41074.550000 sec): 3 clusters
  Score: Raw -57802.181108 + Penalty 2224.565031 = -55577.616078
  nChanged 9
		SP:Iteration 6Q (41074.570000 sec): 3 clusters
  Score: Raw -57810.616837 + Penalty 2224.565031 = -55586.051807
  nChanged 7
		SP:Iteration 7Q (41074.580000 sec): 3 clusters
  Score: Raw -57818.625262 + Penalty 2224.565031 = -55594.060231
  nChanged 8
		SP:Iteration 8Q (41074.600000 sec): 3 clusters
  Score: Raw -57845.031838 + Penalty 2224.565031 = -55620.466807
  nChanged 12
		SP:Iteration 9Q (41074.620000 sec): 3 clusters
  Score: Raw -57861.726230 + Penalty 2224.565031 = -55637.161199
  nChanged 11
		SP:Iteration 10Q (41074.640000 sec): 3 clusters
  Score: Raw -57870.955466 + Penalty 2224.565031 = -55646.390435
  nChanged 6
		SP:Iteration 11Q (41074.660000 sec): 3 clusters
  Score: Raw -57876.504135 + Penalty 2224.565031 = -55651.939104
  nChanged 7
		SP:Iteration 12Q (41074.680000 sec): 3 clusters
  Score: Raw -57883.663667 + Penalty 2224.565031 = -55659.098636
  nChanged 6
		SP:Iteration 13Q (41074.700000 sec): 3 clusters
  Score: Raw -57888.401708 + Penalty 2224.565031 = -55663.836678
  nChanged 5
		SP:Iteration 14Q (41074.720000 sec): 3 clusters
  Score: Raw -57892.781821 + Penalty 2224.565031 = -55668.216790
  nChanged 3
		SP:Iteration 15Q (41074.740000 sec): 3 clusters
  Score: Raw -57894.753395 + Penalty 2224.565031 = -55670.188365
  nChanged 4
		SP:Iteration 16Q (41074.760000 sec): 3 clusters
  Score: Raw -57897.908455 + Penalty 2224.565031 = -55673.343424
  nChanged 1
		SP:Iteration 17Q (41074.780000 sec): 3 clusters
  Score: Raw -57898.184465 + Penalty 2224.565031 = -55673.619434
  nChanged 0
		SP:Iteration 18F (41074.790000 sec): 3 clusters
  Score: Raw -57898.184465 + Penalty 2224.565031 = -55673.619434
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 75 (5430 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (41074.880000 sec): 2 clusters
  Score: Raw -471541.872805 + Penalty 1397.450342 = -470144.422463
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (41074.990000 sec): 3 clusters
  Score: Raw -468749.202490 + Penalty 2794.900684 = -465954.301806
  nChanged 2141
		SP:Iteration 1F (41075.090000 sec): 3 clusters
  Score: Raw -469800.122879 + Penalty 2794.900684 = -467005.222195
  nChanged 348
		SP:Iteration 2F (41075.190000 sec): 3 clusters
  Score: Raw -469957.916702 + Penalty 2794.900684 = -467163.016018
  nChanged 255
		SP:Iteration 3Q (41075.280000 sec): 3 clusters
  Score: Raw -470059.735999 + Penalty 2794.900684 = -467264.835315
  nChanged 199
		SP:Iteration 4Q (41075.380000 sec): 3 clusters
  Score: Raw -470133.207447 + Penalty 2794.900684 = -467338.306763
  nChanged 150
		SP:Iteration 5Q (41075.480000 sec): 3 clusters
  Score: Raw -470193.309003 + Penalty 2794.900684 = -467398.408319
  nChanged 135
		SP:Iteration 6Q (41075.580000 sec): 3 clusters
  Score: Raw -470248.251122 + Penalty 2794.900684 = -467453.350438
  nChanged 143
		SP:Iteration 7Q (41075.680000 sec): 3 clusters
  Score: Raw -470304.798410 + Penalty 2794.900684 = -467509.897726
  nChanged 157
		SP:Iteration 8Q (41075.780000 sec): 3 clusters
  Score: Raw -470370.392063 + Penalty 2794.900684 = -467575.491379
  nChanged 164
		SP:Iteration 9Q (41075.880000 sec): 3 clusters
  Score: Raw -470443.511184 + Penalty 2794.900684 = -467648.610500
  nChanged 168
		SP:Iteration 10Q (41075.980000 sec): 3 clusters
  Score: Raw -470526.180285 + Penalty 2794.900684 = -467731.279601
  nChanged 178
		SP:Iteration 11Q (41076.080000 sec): 3 clusters
  Score: Raw -470627.308058 + Penalty 2794.900684 = -467832.407373
  nChanged 198
		SP:Iteration 12Q (41076.180000 sec): 3 clusters
  Score: Raw -470744.687909 + Penalty 2794.900684 = -467949.787225
  nChanged 201
		SP:Iteration 13Q (41076.280000 sec): 3 clusters
  Score: Raw -470877.754319 + Penalty 2794.900684 = -468082.853635
  nChanged 216
		SP:Iteration 14Q (41076.370000 sec): 3 clusters
  Score: Raw -471039.811232 + Penalty 2794.900684 = -468244.910548
  nChanged 196
		SP:Iteration 15Q (41076.470000 sec): 3 clusters
  Score: Raw -471195.608581 + Penalty 2794.900684 = -468400.707896
  nChanged 155
		SP:Iteration 16Q (41076.570000 sec): 3 clusters
  Score: Raw -471314.801461 + Penalty 2794.900684 = -468519.900777
  nChanged 120
		SP:Iteration 17Q (41076.660000 sec): 3 clusters
  Score: Raw -471412.967723 + Penalty 2794.900684 = -468618.067039
  nChanged 105
		SP:Iteration 18Q (41076.760000 sec): 3 clusters
  Score: Raw -471495.551467 + Penalty 2794.900684 = -468700.650783
  nChanged 77
		SP:Iteration 19Q (41076.860000 sec): 3 clusters
  Score: Raw -471564.381287 + Penalty 2794.900684 = -468769.480603
  nChanged 48
		SP:Iteration 20F (41076.950000 sec): 3 clusters
  Score: Raw -471612.126351 + Penalty 2794.900684 = -468817.225667
  nChanged 30
		SP:Iteration 21Q (41077.040000 sec): 3 clusters
  Score: Raw -471650.022821 + Penalty 2794.900684 = -468855.122137
  nChanged 25
		SP:Iteration 22Q (41077.140000 sec): 3 clusters
  Score: Raw -471671.646383 + Penalty 2794.900684 = -468876.745698
  nChanged 14
		SP:Iteration 23Q (41077.230000 sec): 3 clusters
  Score: Raw -471688.140070 + Penalty 2794.900684 = -468893.239386
  nChanged 10
		SP:Iteration 24Q (41077.320000 sec): 3 clusters
  Score: Raw -471699.752344 + Penalty 2794.900684 = -468904.851660
  nChanged 7
		SP:Iteration 25Q (41077.410000 sec): 3 clusters
  Score: Raw -471706.103004 + Penalty 2794.900684 = -468911.202320
  nChanged 5
		SP:Iteration 26Q (41077.500000 sec): 3 clusters
  Score: Raw -471711.431055 + Penalty 2794.900684 = -468916.530371
  nChanged 5
		SP:Iteration 27Q (41077.600000 sec): 3 clusters
  Score: Raw -471716.369646 + Penalty 2794.900684 = -468921.468962
  nChanged 3
		SP:Iteration 28Q (41077.690000 sec): 3 clusters
  Score: Raw -471719.265071 + Penalty 2794.900684 = -468924.364386
  nChanged 1
		SP:Iteration 29Q (41077.780000 sec): 3 clusters
  Score: Raw -471720.255053 + Penalty 2794.900684 = -468925.354369
  nChanged 1
		SP:Iteration 30Q (41077.870000 sec): 3 clusters
  Score: Raw -471721.216376 + Penalty 2794.900684 = -468926.315692
  nChanged 2
		SP:Iteration 31Q (41077.960000 sec): 3 clusters
  Score: Raw -471722.346789 + Penalty 2794.900684 = -468927.446105
  nChanged 2
		SP:Iteration 32Q (41078.060000 sec): 3 clusters
  Score: Raw -471725.066357 + Penalty 2794.900684 = -468930.165672
  nChanged 1
		SP:Iteration 33Q (41078.150000 sec): 3 clusters
  Score: Raw -471726.857219 + Penalty 2794.900684 = -468931.956535
  nChanged 0
		SP:Iteration 34F (41078.240000 sec): 3 clusters
  Score: Raw -471726.857219 + Penalty 2794.900684 = -468931.956535
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 76 (1640 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (41078.310000 sec): 2 clusters
  Score: Raw -147525.347689 + Penalty 1202.898372 = -146322.449317
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (41078.340000 sec): 3 clusters
  Score: Raw -146842.280882 + Penalty 2405.796744 = -144436.484137
  nChanged 568
		SP:Iteration 1F (41078.380000 sec): 3 clusters
  Score: Raw -147211.057330 + Penalty 2405.796744 = -144805.260585
  nChanged 135
		SP:Iteration 2F (41078.410000 sec): 3 clusters
  Score: Raw -147326.536703 + Penalty 2405.796744 = -144920.739959
  nChanged 91
		SP:Iteration 3F (41078.440000 sec): 3 clusters
  Score: Raw -147397.376110 + Penalty 2405.796744 = -144991.579366
  nChanged 69
		SP:Iteration 4Q (41078.480000 sec): 3 clusters
  Score: Raw -147465.454265 + Penalty 2405.796744 = -145059.657520
  nChanged 78
		SP:Iteration 5Q (41078.510000 sec): 3 clusters
  Score: Raw -147540.771889 + Penalty 2405.796744 = -145134.975145
  nChanged 74
		SP:Iteration 6Q (41078.540000 sec): 3 clusters
  Score: Raw -147615.085608 + Penalty 2405.796744 = -145209.288864
  nChanged 67
		SP:Iteration 7Q (41078.580000 sec): 3 clusters
  Score: Raw -147680.770409 + Penalty 2405.796744 = -145274.973665
  nChanged 52
		SP:Iteration 8Q (41078.620000 sec): 3 clusters
  Score: Raw -147726.907624 + Penalty 2405.796744 = -145321.110879
  nChanged 37
		SP:Iteration 9Q (41078.650000 sec): 3 clusters
  Score: Raw -147759.027684 + Penalty 2405.796744 = -145353.230939
  nChanged 24
		SP:Iteration 10Q (41078.680000 sec): 3 clusters
  Score: Raw -147781.168136 + Penalty 2405.796744 = -145375.371391
  nChanged 22
		SP:Iteration 11Q (41078.720000 sec): 3 clusters
  Score: Raw -147806.065624 + Penalty 2405.796744 = -145400.268879
  nChanged 23
		SP:Iteration 12Q (41078.750000 sec): 3 clusters
  Score: Raw -147826.883312 + Penalty 2405.796744 = -145421.086567
  nChanged 16
		SP:Iteration 13Q (41078.790000 sec): 3 clusters
  Score: Raw -147842.784606 + Penalty 2405.796744 = -145436.987862
  nChanged 8
		SP:Iteration 14Q (41078.820000 sec): 3 clusters
  Score: Raw -147851.855636 + Penalty 2405.796744 = -145446.058892
  nChanged 9
		SP:Iteration 15Q (41078.860000 sec): 3 clusters
  Score: Raw -147858.432340 + Penalty 2405.796744 = -145452.635596
  nChanged 3
		SP:Iteration 16Q (41078.890000 sec): 3 clusters
  Score: Raw -147861.384032 + Penalty 2405.796744 = -145455.587287
  nChanged 2
		SP:Iteration 17Q (41078.920000 sec): 3 clusters
  Score: Raw -147862.966546 + Penalty 2405.796744 = -145457.169802
  nChanged 4
		SP:Iteration 18Q (41078.960000 sec): 3 clusters
  Score: Raw -147866.496942 + Penalty 2405.796744 = -145460.700197
  nChanged 2
		SP:Iteration 19Q (41078.990000 sec): 3 clusters
  Score: Raw -147867.672777 + Penalty 2405.796744 = -145461.876032
  nChanged 4
		SP:Iteration 20F (41079.020000 sec): 3 clusters
  Score: Raw -147870.719477 + Penalty 2405.796744 = -145464.922733
  nChanged 4
		SP:Iteration 21Q (41079.060000 sec): 3 clusters
  Score: Raw -147873.320889 + Penalty 2405.796744 = -145467.524145
  nChanged 6
		SP:Iteration 22Q (41079.100000 sec): 3 clusters
  Score: Raw -147876.995909 + Penalty 2405.796744 = -145471.199165
  nChanged 2
		SP:Iteration 23Q (41079.130000 sec): 3 clusters
  Score: Raw -147878.287203 + Penalty 2405.796744 = -145472.490459
  nChanged 2
		SP:Iteration 24Q (41079.160000 sec): 3 clusters
  Score: Raw -147879.407068 + Penalty 2405.796744 = -145473.610323
  nChanged 2
		SP:Iteration 25Q (41079.200000 sec): 3 clusters
  Score: Raw -147880.492827 + Penalty 2405.796744 = -145474.696083
  nChanged 0
		SP:Iteration 26F (41079.230000 sec): 3 clusters
  Score: Raw -147880.492827 + Penalty 2405.796744 = -145474.696083
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 77 (639 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (41079.280000 sec): 2 clusters
  Score: Raw -57711.176880 + Penalty 1049.734474 = -56661.442406
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (41079.290000 sec): 3 clusters
  Score: Raw -57569.576482 + Penalty 2099.468948 = -55470.107534
  nChanged 165
		SP:Iteration 1F (41079.300000 sec): 3 clusters
  Score: Raw -57757.151483 + Penalty 2099.468948 = -55657.682535
  nChanged 34
		SP:Iteration 2F (41079.320000 sec): 3 clusters
  Score: Raw -57797.359338 + Penalty 2099.468948 = -55697.890391
  nChanged 20
		SP:Iteration 3Q (41079.330000 sec): 3 clusters
  Score: Raw -57824.233573 + Penalty 2099.468948 = -55724.764625
  nChanged 16
		SP:Iteration 4Q (41079.340000 sec): 3 clusters
  Score: Raw -57851.184494 + Penalty 2099.468948 = -55751.715546
  nChanged 12
		SP:Iteration 5Q (41079.360000 sec): 3 clusters
  Score: Raw -57869.268731 + Penalty 2099.468948 = -55769.799783
  nChanged 13
		SP:Iteration 6Q (41079.370000 sec): 3 clusters
  Score: Raw -57884.189215 + Penalty 2099.468948 = -55784.720268
  nChanged 11
		SP:Iteration 7Q (41079.380000 sec): 3 clusters
  Score: Raw -57894.337881 + Penalty 2099.468948 = -55794.868933
  nChanged 7
		SP:Iteration 8Q (41079.400000 sec): 3 clusters
  Score: Raw -57903.655960 + Penalty 2099.468948 = -55804.187013
  nChanged 2
		SP:Iteration 9Q (41079.410000 sec): 3 clusters
  Score: Raw -57905.693182 + Penalty 2099.468948 = -55806.224235
  nChanged 1
		SP:Iteration 10Q (41079.430000 sec): 3 clusters
  Score: Raw -57906.464653 + Penalty 2099.468948 = -55806.995706
  nChanged 2
		SP:Iteration 11Q (41079.440000 sec): 3 clusters
  Score: Raw -57907.554000 + Penalty 2099.468948 = -55808.085052
  nChanged 1
		SP:Iteration 12Q (41079.450000 sec): 3 clusters
  Score: Raw -57908.486731 + Penalty 2099.468948 = -55809.017784
  nChanged 0
		SP:Iteration 13F (41079.470000 sec): 3 clusters
  Score: Raw -57908.486731 + Penalty 2099.468948 = -55809.017784
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 78 (2966 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (41079.540000 sec): 2 clusters
  Score: Raw -249732.786268 + Penalty 1299.182547 = -248433.603720
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (41079.600000 sec): 3 clusters
  Score: Raw -248324.280958 + Penalty 2598.365095 = -245725.915863
  nChanged 1128
		SP:Iteration 1F (41079.660000 sec): 3 clusters
  Score: Raw -249117.180359 + Penalty 2598.365095 = -246518.815264
  nChanged 264
		SP:Iteration 2F (41079.720000 sec): 3 clusters
  Score: Raw -249331.829954 + Penalty 2598.365095 = -246733.464860
  nChanged 181
		SP:Iteration 3F (41079.780000 sec): 3 clusters
  Score: Raw -249475.953310 + Penalty 2598.365095 = -246877.588215
  nChanged 135
		SP:Iteration 4Q (41079.840000 sec): 3 clusters
  Score: Raw -249577.864634 + Penalty 2598.365095 = -246979.499539
  nChanged 119
		SP:Iteration 5Q (41079.890000 sec): 3 clusters
  Score: Raw -249662.432953 + Penalty 2598.365095 = -247064.067858
  nChanged 86
		SP:Iteration 6Q (41079.950000 sec): 3 clusters
  Score: Raw -249719.423779 + Penalty 2598.365095 = -247121.058684
  nChanged 89
		SP:Iteration 7Q (41080.010000 sec): 3 clusters
  Score: Raw -249790.654296 + Penalty 2598.365095 = -247192.289202
  nChanged 75
		SP:Iteration 8Q (41080.070000 sec): 3 clusters
  Score: Raw -249847.370775 + Penalty 2598.365095 = -247249.005680
  nChanged 73
		SP:Iteration 9Q (41080.130000 sec): 3 clusters
  Score: Raw -249895.909729 + Penalty 2598.365095 = -247297.544634
  nChanged 64
		SP:Iteration 10Q (41080.180000 sec): 3 clusters
  Score: Raw -249939.071304 + Penalty 2598.365095 = -247340.706210
  nChanged 66
		SP:Iteration 11Q (41080.240000 sec): 3 clusters
  Score: Raw -249992.250041 + Penalty 2598.365095 = -247393.884946
  nChanged 53
		SP:Iteration 12Q (41080.300000 sec): 3 clusters
  Score: Raw -250040.838920 + Penalty 2598.365095 = -247442.473825
  nChanged 55
		SP:Iteration 13Q (41080.360000 sec): 3 clusters
  Score: Raw -250088.223406 + Penalty 2598.365095 = -247489.858311
  nChanged 54
		SP:Iteration 14Q (41080.410000 sec): 3 clusters
  Score: Raw -250128.434878 + Penalty 2598.365095 = -247530.069783
  nChanged 49
		SP:Iteration 15Q (41080.470000 sec): 3 clusters
  Score: Raw -250171.681476 + Penalty 2598.365095 = -247573.316381
  nChanged 55
		SP:Iteration 16Q (41080.530000 sec): 3 clusters
  Score: Raw -250215.000914 + Penalty 2598.365095 = -247616.635819
  nChanged 52
		SP:Iteration 17Q (41080.580000 sec): 3 clusters
  Score: Raw -250253.767812 + Penalty 2598.365095 = -247655.402717
  nChanged 46
		SP:Iteration 18Q (41080.640000 sec): 3 clusters
  Score: Raw -250291.340682 + Penalty 2598.365095 = -247692.975587
  nChanged 47
		SP:Iteration 19Q (41080.700000 sec): 3 clusters
  Score: Raw -250329.627619 + Penalty 2598.365095 = -247731.262524
  nChanged 34
		SP:Iteration 20F (41080.760000 sec): 3 clusters
  Score: Raw -250355.324655 + Penalty 2598.365095 = -247756.959560
  nChanged 27
		SP:Iteration 21Q (41080.810000 sec): 3 clusters
  Score: Raw -250370.368628 + Penalty 2598.365095 = -247772.003534
  nChanged 24
		SP:Iteration 22Q (41080.870000 sec): 3 clusters
  Score: Raw -250388.735220 + Penalty 2598.365095 = -247790.370125
  nChanged 29
		SP:Iteration 23Q (41080.920000 sec): 3 clusters
  Score: Raw -250413.438986 + Penalty 2598.365095 = -247815.073891
  nChanged 24
		SP:Iteration 24Q (41080.980000 sec): 3 clusters
  Score: Raw -250426.635392 + Penalty 2598.365095 = -247828.270298
  nChanged 10
		SP:Iteration 25Q (41081.040000 sec): 3 clusters
  Score: Raw -250430.693783 + Penalty 2598.365095 = -247832.328689
  nChanged 7
		SP:Iteration 26Q (41081.090000 sec): 3 clusters
  Score: Raw -250432.957215 + Penalty 2598.365095 = -247834.592120
  nChanged 6
		SP:Iteration 27Q (41081.150000 sec): 3 clusters
  Score: Raw -250435.040653 + Penalty 2598.365095 = -247836.675559
  nChanged 6
		SP:Iteration 28Q (41081.200000 sec): 3 clusters
  Score: Raw -250438.076901 + Penalty 2598.365095 = -247839.711806
  nChanged 4
		SP:Iteration 29Q (41081.260000 sec): 3 clusters
  Score: Raw -250439.432392 + Penalty 2598.365095 = -247841.067297
  nChanged 4
		SP:Iteration 30Q (41081.320000 sec): 3 clusters
  Score: Raw -250440.803959 + Penalty 2598.365095 = -247842.438864
  nChanged 6
		SP:Iteration 31Q (41081.370000 sec): 3 clusters
  Score: Raw -250442.907216 + Penalty 2598.365095 = -247844.542121
  nChanged 5
		SP:Iteration 32Q (41081.430000 sec): 3 clusters
  Score: Raw -250444.635500 + Penalty 2598.365095 = -247846.270406
  nChanged 0
		SP:Iteration 33F (41081.490000 sec): 3 clusters
  Score: Raw -250444.635500 + Penalty 2598.365095 = -247846.270406
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 79 (1598 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (41081.550000 sec): 2 clusters
  Score: Raw -124659.047291 + Penalty 1198.682571 = -123460.364721
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (41081.580000 sec): 3 clusters
  Score: Raw -124035.304198 + Penalty 2397.365141 = -121637.939057
  nChanged 507
		SP:Iteration 1F (41081.610000 sec): 3 clusters
  Score: Raw -124463.075755 + Penalty 2397.365141 = -122065.710614
  nChanged 159
		SP:Iteration 2F (41081.640000 sec): 3 clusters
  Score: Raw -124671.914993 + Penalty 2397.365141 = -122274.549852
  nChanged 112
		SP:Iteration 3F (41081.680000 sec): 3 clusters
  Score: Raw -124838.127930 + Penalty 2397.365141 = -122440.762789
  nChanged 92
		SP:Iteration 4F (41081.700000 sec): 3 clusters
  Score: Raw -124943.776194 + Penalty 2397.365141 = -122546.411053
  nChanged 88
		SP:Iteration 5F (41081.740000 sec): 3 clusters
  Score: Raw -125042.562723 + Penalty 2397.365141 = -122645.197582
  nChanged 75
		SP:Iteration 6Q (41081.770000 sec): 3 clusters
  Score: Raw -125117.923841 + Penalty 2397.365141 = -122720.558700
  nChanged 56
		SP:Iteration 7Q (41081.800000 sec): 3 clusters
  Score: Raw -125181.769871 + Penalty 2397.365141 = -122784.404730
  nChanged 38
		SP:Iteration 8Q (41081.830000 sec): 3 clusters
  Score: Raw -125217.238365 + Penalty 2397.365141 = -122819.873224
  nChanged 19
		SP:Iteration 9Q (41081.860000 sec): 3 clusters
  Score: Raw -125233.690912 + Penalty 2397.365141 = -122836.325771
  nChanged 7
		SP:Iteration 10Q (41081.890000 sec): 3 clusters
  Score: Raw -125240.333302 + Penalty 2397.365141 = -122842.968161
  nChanged 3
		SP:Iteration 11Q (41081.920000 sec): 3 clusters
  Score: Raw -125241.708825 + Penalty 2397.365141 = -122844.343684
  nChanged 2
		SP:Iteration 12Q (41081.960000 sec): 3 clusters
  Score: Raw -125242.834736 + Penalty 2397.365141 = -122845.469595
  nChanged 2
		SP:Iteration 13Q (41081.990000 sec): 3 clusters
  Score: Raw -125244.853395 + Penalty 2397.365141 = -122847.488254
  nChanged 2
		SP:Iteration 14Q (41082.020000 sec): 3 clusters
  Score: Raw -125245.603688 + Penalty 2397.365141 = -122848.238546
  nChanged 1
		SP:Iteration 15Q (41082.050000 sec): 3 clusters
  Score: Raw -125246.077558 + Penalty 2397.365141 = -122848.712417
  nChanged 0
		SP:Iteration 16F (41082.080000 sec): 3 clusters
  Score: Raw -125246.077558 + Penalty 2397.365141 = -122848.712417
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 80 (2171 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (41082.150000 sec): 2 clusters
  Score: Raw -177666.961604 + Penalty 1248.478265 = -176418.483339
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (41082.190000 sec): 3 clusters
  Score: Raw -176707.091494 + Penalty 2496.956530 = -174210.134964
  nChanged 808
		SP:Iteration 1F (41082.230000 sec): 3 clusters
  Score: Raw -177225.111270 + Penalty 2496.956530 = -174728.154740
  nChanged 175
		SP:Iteration 2F (41082.270000 sec): 3 clusters
  Score: Raw -177363.496259 + Penalty 2496.956530 = -174866.539729
  nChanged 118
		SP:Iteration 3F (41082.320000 sec): 3 clusters
  Score: Raw -177451.303527 + Penalty 2496.956530 = -174954.346996
  nChanged 86
		SP:Iteration 4Q (41082.360000 sec): 3 clusters
  Score: Raw -177513.540015 + Penalty 2496.956530 = -175016.583485
  nChanged 75
		SP:Iteration 5Q (41082.400000 sec): 3 clusters
  Score: Raw -177573.207249 + Penalty 2496.956530 = -175076.250718
  nChanged 80
		SP:Iteration 6Q (41082.440000 sec): 3 clusters
  Score: Raw -177622.005614 + Penalty 2496.956530 = -175125.049084
  nChanged 73
		SP:Iteration 7Q (41082.490000 sec): 3 clusters
  Score: Raw -177669.806952 + Penalty 2496.956530 = -175172.850422
  nChanged 67
		SP:Iteration 8Q (41082.530000 sec): 3 clusters
  Score: Raw -177709.908586 + Penalty 2496.956530 = -175212.952056
  nChanged 43
		SP:Iteration 9Q (41082.570000 sec): 3 clusters
  Score: Raw -177738.606128 + Penalty 2496.956530 = -175241.649597
  nChanged 34
		SP:Iteration 10Q (41082.620000 sec): 3 clusters
  Score: Raw -177760.217853 + Penalty 2496.956530 = -175263.261323
  nChanged 34
		SP:Iteration 11Q (41082.660000 sec): 3 clusters
  Score: Raw -177784.277696 + Penalty 2496.956530 = -175287.321166
  nChanged 25
		SP:Iteration 12Q (41082.700000 sec): 3 clusters
  Score: Raw -177798.015684 + Penalty 2496.956530 = -175301.059154
  nChanged 18
		SP:Iteration 13Q (41082.740000 sec): 3 clusters
  Score: Raw -177806.361483 + Penalty 2496.956530 = -175309.404952
  nChanged 10
		SP:Iteration 14Q (41082.790000 sec): 3 clusters
  Score: Raw -177812.247183 + Penalty 2496.956530 = -175315.290653
  nChanged 15
		SP:Iteration 15Q (41082.830000 sec): 3 clusters
  Score: Raw -177819.143460 + Penalty 2496.956530 = -175322.186930
  nChanged 21
		SP:Iteration 16Q (41082.870000 sec): 3 clusters
  Score: Raw -177829.763875 + Penalty 2496.956530 = -175332.807345
  nChanged 20
		SP:Iteration 17Q (41082.910000 sec): 3 clusters
  Score: Raw -177844.087305 + Penalty 2496.956530 = -175347.130775
  nChanged 21
		SP:Iteration 18Q (41082.960000 sec): 3 clusters
  Score: Raw -177854.751258 + Penalty 2496.956530 = -175357.794728
  nChanged 10
		SP:Iteration 19Q (41083.000000 sec): 3 clusters
  Score: Raw -177859.784521 + Penalty 2496.956530 = -175362.827990
  nChanged 10
		SP:Iteration 20F (41083.040000 sec): 3 clusters
  Score: Raw -177864.811303 + Penalty 2496.956530 = -175367.854773
  nChanged 3
		SP:Iteration 21Q (41083.080000 sec): 3 clusters
  Score: Raw -177865.738334 + Penalty 2496.956530 = -175368.781804
  nChanged 2
		SP:Iteration 22Q (41083.130000 sec): 3 clusters
  Score: Raw -177867.298749 + Penalty 2496.956530 = -175370.342219
  nChanged 2
		SP:Iteration 23Q (41083.170000 sec): 3 clusters
  Score: Raw -177868.707291 + Penalty 2496.956530 = -175371.750760
  nChanged 2
		SP:Iteration 24Q (41083.210000 sec): 3 clusters
  Score: Raw -177869.688590 + Penalty 2496.956530 = -175372.732059
  nChanged 2
		SP:Iteration 25Q (41083.260000 sec): 3 clusters
  Score: Raw -177870.307577 + Penalty 2496.956530 = -175373.351047
  nChanged 1
		SP:Iteration 26Q (41083.300000 sec): 3 clusters
  Score: Raw -177871.091076 + Penalty 2496.956530 = -175374.134546
  nChanged 3
		SP:Iteration 27Q (41083.340000 sec): 3 clusters
  Score: Raw -177872.212022 + Penalty 2496.956530 = -175375.255491
  nChanged 3
		SP:Iteration 28Q (41083.380000 sec): 3 clusters
  Score: Raw -177873.088252 + Penalty 2496.956530 = -175376.131722
  nChanged 2
		SP:Iteration 29Q (41083.430000 sec): 3 clusters
  Score: Raw -177873.592423 + Penalty 2496.956530 = -175376.635893
  nChanged 3
		SP:Iteration 30Q (41083.470000 sec): 3 clusters
  Score: Raw -177875.763748 + Penalty 2496.956530 = -175378.807218
  nChanged 2
		SP:Iteration 31Q (41083.510000 sec): 3 clusters
  Score: Raw -177877.785475 + Penalty 2496.956530 = -175380.828945
  nChanged 3
		SP:Iteration 32Q (41083.560000 sec): 3 clusters
  Score: Raw -177879.475171 + Penalty 2496.956530 = -175382.518641
  nChanged 3
		SP:Iteration 33Q (41083.600000 sec): 3 clusters
  Score: Raw -177880.557575 + Penalty 2496.956530 = -175383.601045
  nChanged 3
		SP:Iteration 34Q (41083.640000 sec): 3 clusters
  Score: Raw -177881.500933 + Penalty 2496.956530 = -175384.544403
  nChanged 1
		SP:Iteration 35Q (41083.680000 sec): 3 clusters
  Score: Raw -177882.125384 + Penalty 2496.956530 = -175385.168854
  nChanged 2
		SP:Iteration 36Q (41083.720000 sec): 3 clusters
  Score: Raw -177882.903666 + Penalty 2496.956530 = -175385.947136
  nChanged 0
		SP:Iteration 37F (41083.770000 sec): 3 clusters
  Score: Raw -177882.903666 + Penalty 2496.956530 = -175385.947136
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 81 (1855 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (41083.830000 sec): 2 clusters
  Score: Raw -155122.575267 + Penalty 1222.916496 = -153899.658772
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (41083.870000 sec): 3 clusters
  Score: Raw -154356.315557 + Penalty 2445.832992 = -151910.482565
  nChanged 649
		SP:Iteration 1F (41083.900000 sec): 3 clusters
  Score: Raw -154803.773400 + Penalty 2445.832992 = -152357.940408
  nChanged 155
		SP:Iteration 2F (41083.940000 sec): 3 clusters
  Score: Raw -154938.561777 + Penalty 2445.832992 = -152492.728785
  nChanged 107
		SP:Iteration 3F (41083.980000 sec): 3 clusters
  Score: Raw -155022.088196 + Penalty 2445.832992 = -152576.255204
  nChanged 84
		SP:Iteration 4Q (41084.010000 sec): 3 clusters
  Score: Raw -155091.076272 + Penalty 2445.832992 = -152645.243280
  nChanged 73
		SP:Iteration 5Q (41084.050000 sec): 3 clusters
  Score: Raw -155149.004535 + Penalty 2445.832992 = -152703.171543
  nChanged 54
		SP:Iteration 6Q (41084.090000 sec): 3 clusters
  Score: Raw -155191.450952 + Penalty 2445.832992 = -152745.617960
  nChanged 55
		SP:Iteration 7Q (41084.120000 sec): 3 clusters
  Score: Raw -155230.935272 + Penalty 2445.832992 = -152785.102280
  nChanged 35
		SP:Iteration 8Q (41084.160000 sec): 3 clusters
  Score: Raw -155255.541386 + Penalty 2445.832992 = -152809.708394
  nChanged 29
		SP:Iteration 9Q (41084.200000 sec): 3 clusters
  Score: Raw -155287.189107 + Penalty 2445.832992 = -152841.356115
  nChanged 35
		SP:Iteration 10Q (41084.230000 sec): 3 clusters
  Score: Raw -155323.213466 + Penalty 2445.832992 = -152877.380474
  nChanged 19
		SP:Iteration 11Q (41084.270000 sec): 3 clusters
  Score: Raw -155338.421505 + Penalty 2445.832992 = -152892.588513
  nChanged 18
		SP:Iteration 12Q (41084.310000 sec): 3 clusters
  Score: Raw -155350.163427 + Penalty 2445.832992 = -152904.330435
  nChanged 17
		SP:Iteration 13Q (41084.340000 sec): 3 clusters
  Score: Raw -155362.602563 + Penalty 2445.832992 = -152916.769571
  nChanged 12
		SP:Iteration 14Q (41084.380000 sec): 3 clusters
  Score: Raw -155372.981491 + Penalty 2445.832992 = -152927.148499
  nChanged 20
		SP:Iteration 15Q (41084.420000 sec): 3 clusters
  Score: Raw -155385.732624 + Penalty 2445.832992 = -152939.899633
  nChanged 11
		SP:Iteration 16Q (41084.450000 sec): 3 clusters
  Score: Raw -155393.523349 + Penalty 2445.832992 = -152947.690357
  nChanged 9
		SP:Iteration 17Q (41084.490000 sec): 3 clusters
  Score: Raw -155399.635368 + Penalty 2445.832992 = -152953.802376
  nChanged 7
		SP:Iteration 18Q (41084.530000 sec): 3 clusters
  Score: Raw -155405.935766 + Penalty 2445.832992 = -152960.102774
  nChanged 8
		SP:Iteration 19Q (41084.560000 sec): 3 clusters
  Score: Raw -155413.499412 + Penalty 2445.832992 = -152967.666421
  nChanged 9
		SP:Iteration 20F (41084.600000 sec): 3 clusters
  Score: Raw -155418.027581 + Penalty 2445.832992 = -152972.194589
  nChanged 3
		SP:Iteration 21Q (41084.640000 sec): 3 clusters
  Score: Raw -155419.289088 + Penalty 2445.832992 = -152973.456097
  nChanged 1
		SP:Iteration 22Q (41084.670000 sec): 3 clusters
  Score: Raw -155420.443401 + Penalty 2445.832992 = -152974.610409
  nChanged 1
		SP:Iteration 23Q (41084.710000 sec): 3 clusters
  Score: Raw -155420.767542 + Penalty 2445.832992 = -152974.934550
  nChanged 0
		SP:Iteration 24F (41084.740000 sec): 3 clusters
  Score: Raw -155420.767542 + Penalty 2445.832992 = -152974.934550
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 82 (10303 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (41084.890000 sec): 2 clusters
  Score: Raw -895857.620706 + Penalty 1501.530939 = -894356.089767
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (41085.070000 sec): 3 clusters
  Score: Raw -890061.453742 + Penalty 3003.061878 = -887058.391864
  nChanged 4401
		SP:Iteration 1F (41085.210000 sec): 3 clusters
  Score: Raw -892483.997597 + Penalty 3003.061878 = -889480.935719
  nChanged 728
		SP:Iteration 2F (41085.390000 sec): 3 clusters
  Score: Raw -892968.977524 + Penalty 3003.061878 = -889965.915646
  nChanged 735
		SP:Iteration 3F (41085.540000 sec): 3 clusters
  Score: Raw -893481.425428 + Penalty 3003.061878 = -890478.363550
  nChanged 674
		SP:Iteration 4F (41085.700000 sec): 3 clusters
  Score: Raw -893915.339564 + Penalty 3003.061878 = -890912.277686
  nChanged 607
		SP:Iteration 5F (41085.870000 sec): 3 clusters
  Score: Raw -894242.438835 + Penalty 3003.061878 = -891239.376957
  nChanged 497
		SP:Iteration 6Q (41086.030000 sec): 3 clusters
  Score: Raw -894484.136713 + Penalty 3003.061878 = -891481.074835
  nChanged 429
		SP:Iteration 7Q (41086.200000 sec): 3 clusters
  Score: Raw -894670.466855 + Penalty 3003.061878 = -891667.404977
  nChanged 361
		SP:Iteration 8Q (41086.370000 sec): 3 clusters
  Score: Raw -894813.813134 + Penalty 3003.061878 = -891810.751256
  nChanged 311
		SP:Iteration 9Q (41086.520000 sec): 3 clusters
  Score: Raw -894927.167214 + Penalty 3003.061878 = -891924.105336
  nChanged 274
		SP:Iteration 10Q (41086.710000 sec): 3 clusters
  Score: Raw -895014.714566 + Penalty 3003.061878 = -892011.652687
  nChanged 208
		SP:Iteration 11Q (41086.860000 sec): 3 clusters
  Score: Raw -895080.895673 + Penalty 3003.061878 = -892077.833795
  nChanged 176
		SP:Iteration 12Q (41087.030000 sec): 3 clusters
  Score: Raw -895132.397694 + Penalty 3003.061878 = -892129.335816
  nChanged 137
		SP:Iteration 13Q (41087.190000 sec): 3 clusters
  Score: Raw -895165.085148 + Penalty 3003.061878 = -892162.023270
  nChanged 108
		SP:Iteration 14Q (41087.360000 sec): 3 clusters
  Score: Raw -895189.399236 + Penalty 3003.061878 = -892186.337358
  nChanged 107
		SP:Iteration 15Q (41087.550000 sec): 3 clusters
  Score: Raw -895210.793470 + Penalty 3003.061878 = -892207.731592
  nChanged 69
		SP:Iteration 16Q (41087.700000 sec): 3 clusters
  Score: Raw -895224.701399 + Penalty 3003.061878 = -892221.639521
  nChanged 68
		SP:Iteration 17Q (41087.860000 sec): 3 clusters
  Score: Raw -895237.267637 + Penalty 3003.061878 = -892234.205759
  nChanged 74
		SP:Iteration 18Q (41088.010000 sec): 3 clusters
  Score: Raw -895248.618529 + Penalty 3003.061878 = -892245.556651
  nChanged 53
		SP:Iteration 19Q (41088.180000 sec): 3 clusters
  Score: Raw -895256.722376 + Penalty 3003.061878 = -892253.660498
  nChanged 53
		SP:Iteration 20F (41088.340000 sec): 3 clusters
  Score: Raw -895264.338932 + Penalty 3003.061878 = -892261.277054
  nChanged 48
		SP:Iteration 21Q (41088.500000 sec): 3 clusters
  Score: Raw -895271.967604 + Penalty 3003.061878 = -892268.905726
  nChanged 43
		SP:Iteration 22Q (41088.700000 sec): 3 clusters
  Score: Raw -895278.956022 + Penalty 3003.061878 = -892275.894144
  nChanged 39
		SP:Iteration 23Q (41088.850000 sec): 3 clusters
  Score: Raw -895283.960824 + Penalty 3003.061878 = -892280.898946
  nChanged 45
		SP:Iteration 24Q (41089.020000 sec): 3 clusters
  Score: Raw -895291.076644 + Penalty 3003.061878 = -892288.014766
  nChanged 41
		SP:Iteration 25Q (41089.180000 sec): 3 clusters
  Score: Raw -895296.962953 + Penalty 3003.061878 = -892293.901075
  nChanged 36
		SP:Iteration 26Q (41089.350000 sec): 3 clusters
  Score: Raw -895301.849617 + Penalty 3003.061878 = -892298.787739
  nChanged 33
		SP:Iteration 27Q (41089.510000 sec): 3 clusters
  Score: Raw -895307.039729 + Penalty 3003.061878 = -892303.977851
  nChanged 34
		SP:Iteration 28Q (41089.680000 sec): 3 clusters
  Score: Raw -895312.966446 + Penalty 3003.061878 = -892309.904568
  nChanged 37
		SP:Iteration 29Q (41089.860000 sec): 3 clusters
  Score: Raw -895319.212038 + Penalty 3003.061878 = -892316.150160
  nChanged 40
		SP:Iteration 30Q (41090.020000 sec): 3 clusters
  Score: Raw -895325.070820 + Penalty 3003.061878 = -892322.008942
  nChanged 33
		SP:Iteration 31Q (41090.180000 sec): 3 clusters
  Score: Raw -895329.896106 + Penalty 3003.061878 = -892326.834228
  nChanged 26
		SP:Iteration 32Q (41090.330000 sec): 3 clusters
  Score: Raw -895333.094036 + Penalty 3003.061878 = -892330.032158
  nChanged 20
		SP:Iteration 33Q (41090.500000 sec): 3 clusters
  Score: Raw -895335.333128 + Penalty 3003.061878 = -892332.271250
  nChanged 20
		SP:Iteration 34Q (41090.660000 sec): 3 clusters
  Score: Raw -895337.600915 + Penalty 3003.061878 = -892334.539037
  nChanged 19
		SP:Iteration 35Q (41090.830000 sec): 3 clusters
  Score: Raw -895340.813665 + Penalty 3003.061878 = -892337.751787
  nChanged 23
		SP:Iteration 36Q (41091.010000 sec): 3 clusters
  Score: Raw -895345.612896 + Penalty 3003.061878 = -892342.551018
  nChanged 31
		SP:Iteration 37Q (41091.160000 sec): 3 clusters
  Score: Raw -895349.572410 + Penalty 3003.061878 = -892346.510532
  nChanged 33
		SP:Iteration 38Q (41091.340000 sec): 3 clusters
  Score: Raw -895353.493529 + Penalty 3003.061878 = -892350.431651
  nChanged 33
		SP:Iteration 39Q (41091.490000 sec): 3 clusters
  Score: Raw -895358.842588 + Penalty 3003.061878 = -892355.780710
  nChanged 39
		SP:Iteration 40F (41091.660000 sec): 3 clusters
  Score: Raw -895364.606985 + Penalty 3003.061878 = -892361.545107
  nChanged 34
		SP:Iteration 41Q (41091.850000 sec): 3 clusters
  Score: Raw -895370.311635 + Penalty 3003.061878 = -892367.249757
  nChanged 40
		SP:Iteration 42Q (41092.000000 sec): 3 clusters
  Score: Raw -895378.154079 + Penalty 3003.061878 = -892375.092201
  nChanged 45
		SP:Iteration 43Q (41092.160000 sec): 3 clusters
  Score: Raw -895386.675280 + Penalty 3003.061878 = -892383.613402
  nChanged 50
		SP:Iteration 44Q (41092.310000 sec): 3 clusters
  Score: Raw -895398.115987 + Penalty 3003.061878 = -892395.054109
  nChanged 65
		SP:Iteration 45Q (41092.480000 sec): 3 clusters
  Score: Raw -895419.562951 + Penalty 3003.061878 = -892416.501073
  nChanged 71
		SP:Iteration 46Q (41092.640000 sec): 3 clusters
  Score: Raw -895448.449390 + Penalty 3003.061878 = -892445.387512
  nChanged 108
		SP:Iteration 47Q (41092.800000 sec): 3 clusters
  Score: Raw -895493.103295 + Penalty 3003.061878 = -892490.041417
  nChanged 101
		SP:Iteration 48Q (41092.990000 sec): 3 clusters
  Score: Raw -895540.685157 + Penalty 3003.061878 = -892537.623279
  nChanged 140
		SP:Iteration 49Q (41093.150000 sec): 3 clusters
  Score: Raw -895601.076162 + Penalty 3003.061878 = -892598.014284
  nChanged 135
		SP:Iteration 50Q (41093.320000 sec): 3 clusters
  Score: Raw -895660.563828 + Penalty 3003.061878 = -892657.501950
  nChanged 131
		SP:Iteration 51Q (41093.470000 sec): 3 clusters
  Score: Raw -895710.733616 + Penalty 3003.061878 = -892707.671738
  nChanged 117
		SP:Iteration 52Q (41093.650000 sec): 3 clusters
  Score: Raw -895756.503912 + Penalty 3003.061878 = -892753.442034
  nChanged 103
		SP:Iteration 53Q (41093.810000 sec): 3 clusters
  Score: Raw -895785.100178 + Penalty 3003.061878 = -892782.038300
  nChanged 76
		SP:Iteration 54Q (41093.970000 sec): 3 clusters
  Score: Raw -895805.654724 + Penalty 3003.061878 = -892802.592846
  nChanged 84
		SP:Iteration 55Q (41094.150000 sec): 3 clusters
  Score: Raw -895827.542684 + Penalty 3003.061878 = -892824.480806
  nChanged 75
		SP:Iteration 56Q (41094.310000 sec): 3 clusters
  Score: Raw -895844.539994 + Penalty 3003.061878 = -892841.478116
  nChanged 64
		SP:Iteration 57Q (41094.480000 sec): 3 clusters
  Score: Raw -895861.355450 + Penalty 3003.061878 = -892858.293572
  nChanged 72
		SP:Iteration 58Q (41094.630000 sec): 3 clusters
  Score: Raw -895878.408329 + Penalty 3003.061878 = -892875.346451
  nChanged 62
		SP:Iteration 59Q (41094.790000 sec): 3 clusters
  Score: Raw -895892.056133 + Penalty 3003.061878 = -892888.994255
  nChanged 51
		SP:Iteration 60F (41094.980000 sec): 3 clusters
  Score: Raw -895904.486169 + Penalty 3003.061878 = -892901.424291
  nChanged 47
		SP:Iteration 61Q (41095.130000 sec): 3 clusters
  Score: Raw -895915.381106 + Penalty 3003.061878 = -892912.319228
  nChanged 41
		SP:Iteration 62Q (41095.300000 sec): 3 clusters
  Score: Raw -895926.559434 + Penalty 3003.061878 = -892923.497556
  nChanged 41
		SP:Iteration 63Q (41095.450000 sec): 3 clusters
  Score: Raw -895936.450295 + Penalty 3003.061878 = -892933.388417
  nChanged 35
		SP:Iteration 64Q (41095.620000 sec): 3 clusters
  Score: Raw -895942.660706 + Penalty 3003.061878 = -892939.598828
  nChanged 42
		SP:Iteration 65Q (41095.780000 sec): 3 clusters
  Score: Raw -895953.151326 + Penalty 3003.061878 = -892950.089448
  nChanged 47
		SP:Iteration 66Q (41095.930000 sec): 3 clusters
  Score: Raw -895964.652917 + Penalty 3003.061878 = -892961.591039
  nChanged 39
		SP:Iteration 67Q (41096.110000 sec): 3 clusters
  Score: Raw -895976.633639 + Penalty 3003.061878 = -892973.571761
  nChanged 46
		SP:Iteration 68Q (41096.270000 sec): 3 clusters
  Score: Raw -895988.493764 + Penalty 3003.061878 = -892985.431886
  nChanged 52
		SP:Iteration 69Q (41096.430000 sec): 3 clusters
  Score: Raw -896001.874215 + Penalty 3003.061878 = -892998.812337
  nChanged 42
		SP:Iteration 70Q (41096.590000 sec): 3 clusters
  Score: Raw -896010.289260 + Penalty 3003.061878 = -893007.227382
  nChanged 43
		SP:Iteration 71Q (41096.730000 sec): 3 clusters
  Score: Raw -896021.202390 + Penalty 3003.061878 = -893018.140512
  nChanged 40
		SP:Iteration 72Q (41096.910000 sec): 3 clusters
  Score: Raw -896032.226670 + Penalty 3003.061878 = -893029.164791
  nChanged 36
		SP:Iteration 73Q (41097.070000 sec): 3 clusters
  Score: Raw -896040.716966 + Penalty 3003.061878 = -893037.655088
  nChanged 41
		SP:Iteration 74Q (41097.230000 sec): 3 clusters
  Score: Raw -896049.626991 + Penalty 3003.061878 = -893046.565113
  nChanged 35
		SP:Iteration 75Q (41097.420000 sec): 3 clusters
  Score: Raw -896056.645483 + Penalty 3003.061878 = -893053.583605
  nChanged 28
		SP:Iteration 76Q (41097.570000 sec): 3 clusters
  Score: Raw -896061.665764 + Penalty 3003.061878 = -893058.603886
  nChanged 23
		SP:Iteration 77Q (41097.740000 sec): 3 clusters
  Score: Raw -896067.337587 + Penalty 3003.061878 = -893064.275709
  nChanged 25
		SP:Iteration 78Q (41097.890000 sec): 3 clusters
  Score: Raw -896073.145653 + Penalty 3003.061878 = -893070.083775
  nChanged 33
		SP:Iteration 79Q (41098.050000 sec): 3 clusters
  Score: Raw -896081.378705 + Penalty 3003.061878 = -893078.316827
  nChanged 33
		SP:Iteration 80F (41098.240000 sec): 3 clusters
  Score: Raw -896090.200149 + Penalty 3003.061878 = -893087.138271
  nChanged 38
		SP:Iteration 81Q (41098.390000 sec): 3 clusters
  Score: Raw -896100.662769 + Penalty 3003.061878 = -893097.600891
  nChanged 38
		SP:Iteration 82Q (41098.560000 sec): 3 clusters
  Score: Raw -896109.556039 + Penalty 3003.061878 = -893106.494161
  nChanged 27
		SP:Iteration 83Q (41098.710000 sec): 3 clusters
  Score: Raw -896116.430564 + Penalty 3003.061878 = -893113.368686
  nChanged 24
		SP:Iteration 84Q (41098.880000 sec): 3 clusters
  Score: Raw -896124.106042 + Penalty 3003.061878 = -893121.044164
  nChanged 38
		SP:Iteration 85Q (41099.060000 sec): 3 clusters
  Score: Raw -896134.396539 + Penalty 3003.061878 = -893131.334661
  nChanged 45
		SP:Iteration 86Q (41099.210000 sec): 3 clusters
  Score: Raw -896147.596301 + Penalty 3003.061878 = -893144.534423
  nChanged 40
		SP:Iteration 87Q (41099.370000 sec): 3 clusters
  Score: Raw -896160.241628 + Penalty 3003.061878 = -893157.179750
  nChanged 37
		SP:Iteration 88Q (41099.510000 sec): 3 clusters
  Score: Raw -896170.368752 + Penalty 3003.061878 = -893167.306874
  nChanged 33
		SP:Iteration 89Q (41099.670000 sec): 3 clusters
  Score: Raw -896179.569002 + Penalty 3003.061878 = -893176.507124
  nChanged 34
		SP:Iteration 90Q (41099.860000 sec): 3 clusters
  Score: Raw -896190.285048 + Penalty 3003.061878 = -893187.223170
  nChanged 34
		SP:Iteration 91Q (41100.010000 sec): 3 clusters
  Score: Raw -896203.373858 + Penalty 3003.061878 = -893200.311980
  nChanged 40
		SP:Iteration 92Q (41100.180000 sec): 3 clusters
  Score: Raw -896215.220593 + Penalty 3003.061878 = -893212.158715
  nChanged 30
		SP:Iteration 93Q (41100.330000 sec): 3 clusters
  Score: Raw -896221.638714 + Penalty 3003.061878 = -893218.576836
  nChanged 14
		SP:Iteration 94Q (41100.500000 sec): 3 clusters
  Score: Raw -896225.000785 + Penalty 3003.061878 = -893221.938907
  nChanged 17
		SP:Iteration 95Q (41100.660000 sec): 3 clusters
  Score: Raw -896229.246019 + Penalty 3003.061878 = -893226.184141
  nChanged 12
		SP:Iteration 96Q (41100.810000 sec): 3 clusters
  Score: Raw -896231.870501 + Penalty 3003.061878 = -893228.808623
  nChanged 9
		SP:Iteration 97Q (41101.030000 sec): 3 clusters
  Score: Raw -896234.617322 + Penalty 3003.061878 = -893231.555444
  nChanged 13
		SP:Iteration 98Q (41101.180000 sec): 3 clusters
  Score: Raw -896237.649755 + Penalty 3003.061878 = -893234.587877
  nChanged 12
		SP:Iteration 99Q (41101.340000 sec): 3 clusters
  Score: Raw -896241.863727 + Penalty 3003.061878 = -893238.801849
  nChanged 14
		SP:Iteration 100F (41101.480000 sec): 3 clusters
  Score: Raw -896245.654180 + Penalty 3003.061878 = -893242.592302
  nChanged 16
		SP:Iteration 101Q (41101.660000 sec): 3 clusters
  Score: Raw -896249.484720 + Penalty 3003.061878 = -893246.422842
  nChanged 15
		SP:Iteration 102Q (41101.820000 sec): 3 clusters
  Score: Raw -896253.092264 + Penalty 3003.061878 = -893250.030386
  nChanged 15
		SP:Iteration 103Q (41101.980000 sec): 3 clusters
  Score: Raw -896256.630352 + Penalty 3003.061878 = -893253.568474
  nChanged 16
		SP:Iteration 104Q (41102.170000 sec): 3 clusters
  Score: Raw -896259.799822 + Penalty 3003.061878 = -893256.737944
  nChanged 17
		SP:Iteration 105Q (41102.320000 sec): 3 clusters
  Score: Raw -896263.446152 + Penalty 3003.061878 = -893260.384274
  nChanged 14
		SP:Iteration 106Q (41102.490000 sec): 3 clusters
  Score: Raw -896265.757407 + Penalty 3003.061878 = -893262.695529
  nChanged 8
		SP:Iteration 107Q (41102.640000 sec): 3 clusters
  Score: Raw -896267.069426 + Penalty 3003.061878 = -893264.007548
  nChanged 7
		SP:Iteration 108Q (41102.810000 sec): 3 clusters
  Score: Raw -896268.167312 + Penalty 3003.061878 = -893265.105434
  nChanged 3
		SP:Iteration 109Q (41102.990000 sec): 3 clusters
  Score: Raw -896268.732599 + Penalty 3003.061878 = -893265.670721
  nChanged 3
		SP:Iteration 110Q (41103.140000 sec): 3 clusters
  Score: Raw -896269.372988 + Penalty 3003.061878 = -893266.311110
  nChanged 3
		SP:Iteration 111Q (41103.310000 sec): 3 clusters
  Score: Raw -896269.964885 + Penalty 3003.061878 = -893266.903007
  nChanged 4
		SP:Iteration 112Q (41103.460000 sec): 3 clusters
  Score: Raw -896270.362576 + Penalty 3003.061878 = -893267.300698
  nChanged 1
		SP:Iteration 113Q (41103.630000 sec): 3 clusters
  Score: Raw -896270.529626 + Penalty 3003.061878 = -893267.467748
  nChanged 1
		SP:Iteration 114Q (41103.790000 sec): 3 clusters
  Score: Raw -896270.683551 + Penalty 3003.061878 = -893267.621673
  nChanged 0
		SP:Iteration 115F (41103.940000 sec): 3 clusters
  Score: Raw -896270.683551 + Penalty 3003.061878 = -893267.621673
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 83 (1157 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (41104.010000 sec): 2 clusters
  Score: Raw -87195.429712 + Penalty 1146.207681 = -86049.222031
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (41104.040000 sec): 3 clusters
  Score: Raw -86810.485735 + Penalty 2292.415361 = -84518.070374
  nChanged 367
		SP:Iteration 1F (41104.060000 sec): 3 clusters
  Score: Raw -87145.331273 + Penalty 2292.415361 = -84852.915912
  nChanged 108
		SP:Iteration 2F (41104.090000 sec): 3 clusters
  Score: Raw -87331.413866 + Penalty 2292.415361 = -85038.998505
  nChanged 75
		SP:Iteration 3F (41104.120000 sec): 3 clusters
  Score: Raw -87460.839634 + Penalty 2292.415361 = -85168.424273
  nChanged 63
		SP:Iteration 4F (41104.140000 sec): 3 clusters
  Score: Raw -87557.676423 + Penalty 2292.415361 = -85265.261061
  nChanged 49
		SP:Iteration 5Q (41104.170000 sec): 3 clusters
  Score: Raw -87619.617213 + Penalty 2292.415361 = -85327.201852
  nChanged 34
		SP:Iteration 6Q (41104.190000 sec): 3 clusters
  Score: Raw -87672.939050 + Penalty 2292.415361 = -85380.523688
  nChanged 35
		SP:Iteration 7Q (41104.220000 sec): 3 clusters
  Score: Raw -87731.132157 + Penalty 2292.415361 = -85438.716796
  nChanged 34
		SP:Iteration 8Q (41104.240000 sec): 3 clusters
  Score: Raw -87798.036838 + Penalty 2292.415361 = -85505.621477
  nChanged 34
		SP:Iteration 9Q (41104.260000 sec): 3 clusters
  Score: Raw -87850.840307 + Penalty 2292.415361 = -85558.424945
  nChanged 23
		SP:Iteration 10Q (41104.280000 sec): 3 clusters
  Score: Raw -87883.292290 + Penalty 2292.415361 = -85590.876929
  nChanged 24
		SP:Iteration 11Q (41104.310000 sec): 3 clusters
  Score: Raw -87919.132153 + Penalty 2292.415361 = -85626.716792
  nChanged 17
		SP:Iteration 12Q (41104.330000 sec): 3 clusters
  Score: Raw -87934.900105 + Penalty 2292.415361 = -85642.484743
  nChanged 8
		SP:Iteration 13Q (41104.350000 sec): 3 clusters
  Score: Raw -87944.848088 + Penalty 2292.415361 = -85652.432726
  nChanged 5
		SP:Iteration 14Q (41104.380000 sec): 3 clusters
  Score: Raw -87947.025691 + Penalty 2292.415361 = -85654.610330
  nChanged 3
		SP:Iteration 15Q (41104.400000 sec): 3 clusters
  Score: Raw -87949.086542 + Penalty 2292.415361 = -85656.671180
  nChanged 5
		SP:Iteration 16Q (41104.420000 sec): 3 clusters
  Score: Raw -87951.743657 + Penalty 2292.415361 = -85659.328295
  nChanged 2
		SP:Iteration 17Q (41104.440000 sec): 3 clusters
  Score: Raw -87953.043036 + Penalty 2292.415361 = -85660.627674
  nChanged 2
		SP:Iteration 18Q (41104.470000 sec): 3 clusters
  Score: Raw -87954.283368 + Penalty 2292.415361 = -85661.868006
  nChanged 3
		SP:Iteration 19Q (41104.490000 sec): 3 clusters
  Score: Raw -87956.325086 + Penalty 2292.415361 = -85663.909725
  nChanged 2
		SP:Iteration 20F (41104.510000 sec): 3 clusters
  Score: Raw -87958.690386 + Penalty 2292.415361 = -85666.275025
  nChanged 3
		SP:Iteration 21Q (41104.540000 sec): 3 clusters
  Score: Raw -87959.809668 + Penalty 2292.415361 = -85667.394307
  nChanged 2
		SP:Iteration 22Q (41104.560000 sec): 3 clusters
  Score: Raw -87960.427894 + Penalty 2292.415361 = -85668.012533
  nChanged 0
		SP:Iteration 23F (41104.580000 sec): 3 clusters
  Score: Raw -87960.427894 + Penalty 2292.415361 = -85668.012533
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 84 (2011 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (41104.650000 sec): 2 clusters
  Score: Raw -165301.337265 + Penalty 1236.037951 = -164065.299314
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (41104.690000 sec): 3 clusters
  Score: Raw -164453.001082 + Penalty 2472.075902 = -161980.925180
  nChanged 746
		SP:Iteration 1F (41104.730000 sec): 3 clusters
  Score: Raw -165103.119041 + Penalty 2472.075902 = -162631.043140
  nChanged 209
		SP:Iteration 2F (41104.770000 sec): 3 clusters
  Score: Raw -165374.138947 + Penalty 2472.075902 = -162902.063045
  nChanged 171
		SP:Iteration 3F (41104.810000 sec): 3 clusters
  Score: Raw -165588.508768 + Penalty 2472.075902 = -163116.432866
  nChanged 129
		SP:Iteration 4F (41104.850000 sec): 3 clusters
  Score: Raw -165738.997071 + Penalty 2472.075902 = -163266.921169
  nChanged 94
		SP:Iteration 5Q (41104.890000 sec): 3 clusters
  Score: Raw -165819.999366 + Penalty 2472.075902 = -163347.923465
  nChanged 55
		SP:Iteration 6Q (41104.930000 sec): 3 clusters
  Score: Raw -165857.701574 + Penalty 2472.075902 = -163385.625672
  nChanged 32
		SP:Iteration 7Q (41104.970000 sec): 3 clusters
  Score: Raw -165880.947785 + Penalty 2472.075902 = -163408.871884
  nChanged 25
		SP:Iteration 8Q (41105.010000 sec): 3 clusters
  Score: Raw -165903.300895 + Penalty 2472.075902 = -163431.224993
  nChanged 22
		SP:Iteration 9Q (41105.050000 sec): 3 clusters
  Score: Raw -165915.894147 + Penalty 2472.075902 = -163443.818245
  nChanged 16
		SP:Iteration 10Q (41105.090000 sec): 3 clusters
  Score: Raw -165924.255364 + Penalty 2472.075902 = -163452.179462
  nChanged 10
		SP:Iteration 11Q (41105.120000 sec): 3 clusters
  Score: Raw -165930.332560 + Penalty 2472.075902 = -163458.256659
  nChanged 12
		SP:Iteration 12Q (41105.160000 sec): 3 clusters
  Score: Raw -165944.203675 + Penalty 2472.075902 = -163472.127773
  nChanged 13
		SP:Iteration 13Q (41105.200000 sec): 3 clusters
  Score: Raw -165961.363713 + Penalty 2472.075902 = -163489.287811
  nChanged 19
		SP:Iteration 14Q (41105.240000 sec): 3 clusters
  Score: Raw -165973.761598 + Penalty 2472.075902 = -163501.685697
  nChanged 10
		SP:Iteration 15Q (41105.280000 sec): 3 clusters
  Score: Raw -165980.108225 + Penalty 2472.075902 = -163508.032324
  nChanged 8
		SP:Iteration 16Q (41105.320000 sec): 3 clusters
  Score: Raw -165983.871370 + Penalty 2472.075902 = -163511.795469
  nChanged 6
		SP:Iteration 17Q (41105.360000 sec): 3 clusters
  Score: Raw -165986.353890 + Penalty 2472.075902 = -163514.277988
  nChanged 2
		SP:Iteration 18Q (41105.400000 sec): 3 clusters
  Score: Raw -165987.050971 + Penalty 2472.075902 = -163514.975070
  nChanged 2
		SP:Iteration 19Q (41105.440000 sec): 3 clusters
  Score: Raw -165987.941989 + Penalty 2472.075902 = -163515.866088
  nChanged 3
		SP:Iteration 20F (41105.470000 sec): 3 clusters
  Score: Raw -165989.286429 + Penalty 2472.075902 = -163517.210527
  nChanged 3
		SP:Iteration 21Q (41105.510000 sec): 3 clusters
  Score: Raw -165991.819650 + Penalty 2472.075902 = -163519.743748
  nChanged 4
		SP:Iteration 22Q (41105.550000 sec): 3 clusters
  Score: Raw -165993.943080 + Penalty 2472.075902 = -163521.867179
  nChanged 2
		SP:Iteration 23Q (41105.590000 sec): 3 clusters
  Score: Raw -165995.234337 + Penalty 2472.075902 = -163523.158435
  nChanged 4
		SP:Iteration 24Q (41105.630000 sec): 3 clusters
  Score: Raw -165997.006435 + Penalty 2472.075902 = -163524.930533
  nChanged 1
		SP:Iteration 25Q (41105.670000 sec): 3 clusters
  Score: Raw -165997.953087 + Penalty 2472.075902 = -163525.877185
  nChanged 3
		SP:Iteration 26Q (41105.710000 sec): 3 clusters
  Score: Raw -165998.747215 + Penalty 2472.075902 = -163526.671313
  nChanged 1
		SP:Iteration 27Q (41105.750000 sec): 3 clusters
  Score: Raw -165999.918806 + Penalty 2472.075902 = -163527.842904
  nChanged 2
		SP:Iteration 28Q (41105.790000 sec): 3 clusters
  Score: Raw -166000.964532 + Penalty 2472.075902 = -163528.888631
  nChanged 2
		SP:Iteration 29Q (41105.830000 sec): 3 clusters
  Score: Raw -166002.439668 + Penalty 2472.075902 = -163530.363767
  nChanged 1
		SP:Iteration 30Q (41105.870000 sec): 3 clusters
  Score: Raw -166003.051980 + Penalty 2472.075902 = -163530.976078
  nChanged 1
		SP:Iteration 31Q (41105.910000 sec): 3 clusters
  Score: Raw -166003.273044 + Penalty 2472.075902 = -163531.197142
  nChanged 0
		SP:Iteration 32F (41105.950000 sec): 3 clusters
  Score: Raw -166003.273044 + Penalty 2472.075902 = -163531.197142
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 85 (5201 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (41106.030000 sec): 2 clusters
  Score: Raw -433766.226775 + Penalty 1390.448506 = -432375.778268
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (41106.140000 sec): 3 clusters
  Score: Raw -431058.821423 + Penalty 2780.897013 = -428277.924410
  nChanged 2122
		SP:Iteration 1F (41106.230000 sec): 3 clusters
  Score: Raw -432365.623552 + Penalty 2780.897013 = -429584.726539
  nChanged 401
		SP:Iteration 2F (41106.330000 sec): 3 clusters
  Score: Raw -432619.557812 + Penalty 2780.897013 = -429838.660799
  nChanged 318
		SP:Iteration 3F (41106.420000 sec): 3 clusters
  Score: Raw -432838.997130 + Penalty 2780.897013 = -430058.100117
  nChanged 288
		SP:Iteration 4F (41106.520000 sec): 3 clusters
  Score: Raw -433028.827480 + Penalty 2780.897013 = -430247.930467
  nChanged 249
		SP:Iteration 5Q (41106.610000 sec): 3 clusters
  Score: Raw -433168.760689 + Penalty 2780.897013 = -430387.863676
  nChanged 198
		SP:Iteration 6Q (41106.710000 sec): 3 clusters
  Score: Raw -433283.708968 + Penalty 2780.897013 = -430502.811955
  nChanged 185
		SP:Iteration 7Q (41106.810000 sec): 3 clusters
  Score: Raw -433387.233343 + Penalty 2780.897013 = -430606.336330
  nChanged 159
		SP:Iteration 8Q (41106.910000 sec): 3 clusters
  Score: Raw -433490.108642 + Penalty 2780.897013 = -430709.211629
  nChanged 149
		SP:Iteration 9Q (41107.000000 sec): 3 clusters
  Score: Raw -433582.080462 + Penalty 2780.897013 = -430801.183449
  nChanged 129
		SP:Iteration 10Q (41107.100000 sec): 3 clusters
  Score: Raw -433652.672690 + Penalty 2780.897013 = -430871.775677
  nChanged 107
		SP:Iteration 11Q (41107.200000 sec): 3 clusters
  Score: Raw -433711.261729 + Penalty 2780.897013 = -430930.364716
  nChanged 106
		SP:Iteration 12Q (41107.290000 sec): 3 clusters
  Score: Raw -433767.321696 + Penalty 2780.897013 = -430986.424683
  nChanged 81
		SP:Iteration 13Q (41107.390000 sec): 3 clusters
  Score: Raw -433805.502810 + Penalty 2780.897013 = -431024.605797
  nChanged 77
		SP:Iteration 14Q (41107.490000 sec): 3 clusters
  Score: Raw -433839.531624 + Penalty 2780.897013 = -431058.634611
  nChanged 72
		SP:Iteration 15Q (41107.580000 sec): 3 clusters
  Score: Raw -433877.947514 + Penalty 2780.897013 = -431097.050501
  nChanged 68
		SP:Iteration 16Q (41107.680000 sec): 3 clusters
  Score: Raw -433911.107604 + Penalty 2780.897013 = -431130.210591
  nChanged 70
		SP:Iteration 17Q (41107.770000 sec): 3 clusters
  Score: Raw -433944.893794 + Penalty 2780.897013 = -431163.996781
  nChanged 65
		SP:Iteration 18Q (41107.870000 sec): 3 clusters
  Score: Raw -433978.579280 + Penalty 2780.897013 = -431197.682267
  nChanged 75
		SP:Iteration 19Q (41107.970000 sec): 3 clusters
  Score: Raw -434015.129551 + Penalty 2780.897013 = -431234.232538
  nChanged 60
		SP:Iteration 20F (41108.060000 sec): 3 clusters
  Score: Raw -434043.501537 + Penalty 2780.897013 = -431262.604524
  nChanged 59
		SP:Iteration 21Q (41108.160000 sec): 3 clusters
  Score: Raw -434065.427375 + Penalty 2780.897013 = -431284.530362
  nChanged 45
		SP:Iteration 22Q (41108.250000 sec): 3 clusters
  Score: Raw -434087.929800 + Penalty 2780.897013 = -431307.032787
  nChanged 54
		SP:Iteration 23Q (41108.350000 sec): 3 clusters
  Score: Raw -434120.219346 + Penalty 2780.897013 = -431339.322333
  nChanged 60
		SP:Iteration 24Q (41108.440000 sec): 3 clusters
  Score: Raw -434148.323054 + Penalty 2780.897013 = -431367.426041
  nChanged 62
		SP:Iteration 25Q (41108.540000 sec): 3 clusters
  Score: Raw -434179.865441 + Penalty 2780.897013 = -431398.968428
  nChanged 49
		SP:Iteration 26Q (41108.630000 sec): 3 clusters
  Score: Raw -434211.620636 + Penalty 2780.897013 = -431430.723623
  nChanged 45
		SP:Iteration 27Q (41108.730000 sec): 3 clusters
  Score: Raw -434239.432333 + Penalty 2780.897013 = -431458.535320
  nChanged 40
		SP:Iteration 28Q (41108.820000 sec): 3 clusters
  Score: Raw -434260.220606 + Penalty 2780.897013 = -431479.323593
  nChanged 32
		SP:Iteration 29Q (41108.920000 sec): 3 clusters
  Score: Raw -434277.924343 + Penalty 2780.897013 = -431497.027330
  nChanged 30
		SP:Iteration 30Q (41109.010000 sec): 3 clusters
  Score: Raw -434286.143210 + Penalty 2780.897013 = -431505.246197
  nChanged 21
		SP:Iteration 31Q (41109.110000 sec): 3 clusters
  Score: Raw -434295.093899 + Penalty 2780.897013 = -431514.196886
  nChanged 24
		SP:Iteration 32Q (41109.200000 sec): 3 clusters
  Score: Raw -434306.246403 + Penalty 2780.897013 = -431525.349390
  nChanged 28
		SP:Iteration 33Q (41109.290000 sec): 3 clusters
  Score: Raw -434319.071483 + Penalty 2780.897013 = -431538.174470
  nChanged 29
		SP:Iteration 34Q (41109.390000 sec): 3 clusters
  Score: Raw -434334.507124 + Penalty 2780.897013 = -431553.610111
  nChanged 33
		SP:Iteration 35Q (41109.490000 sec): 3 clusters
  Score: Raw -434351.956612 + Penalty 2780.897013 = -431571.059599
  nChanged 32
		SP:Iteration 36Q (41109.580000 sec): 3 clusters
  Score: Raw -434369.479871 + Penalty 2780.897013 = -431588.582858
  nChanged 28
		SP:Iteration 37Q (41109.670000 sec): 3 clusters
  Score: Raw -434380.553157 + Penalty 2780.897013 = -431599.656144
  nChanged 22
		SP:Iteration 38Q (41109.770000 sec): 3 clusters
  Score: Raw -434389.157052 + Penalty 2780.897013 = -431608.260039
  nChanged 16
		SP:Iteration 39Q (41109.860000 sec): 3 clusters
  Score: Raw -434393.595854 + Penalty 2780.897013 = -431612.698841
  nChanged 16
		SP:Iteration 40F (41109.960000 sec): 3 clusters
  Score: Raw -434399.076657 + Penalty 2780.897013 = -431618.179644
  nChanged 18
		SP:Iteration 41Q (41110.050000 sec): 3 clusters
  Score: Raw -434407.925786 + Penalty 2780.897013 = -431627.028773
  nChanged 19
		SP:Iteration 42Q (41110.150000 sec): 3 clusters
  Score: Raw -434413.091252 + Penalty 2780.897013 = -431632.194239
  nChanged 14
		SP:Iteration 43Q (41110.240000 sec): 3 clusters
  Score: Raw -434416.536823 + Penalty 2780.897013 = -431635.639810
  nChanged 13
		SP:Iteration 44Q (41110.340000 sec): 3 clusters
  Score: Raw -434419.576953 + Penalty 2780.897013 = -431638.679940
  nChanged 13
		SP:Iteration 45Q (41110.430000 sec): 3 clusters
  Score: Raw -434422.791965 + Penalty 2780.897013 = -431641.894952
  nChanged 11
		SP:Iteration 46Q (41110.530000 sec): 3 clusters
  Score: Raw -434425.607592 + Penalty 2780.897013 = -431644.710579
  nChanged 11
		SP:Iteration 47Q (41110.620000 sec): 3 clusters
  Score: Raw -434429.349862 + Penalty 2780.897013 = -431648.452849
  nChanged 16
		SP:Iteration 48Q (41110.710000 sec): 3 clusters
  Score: Raw -434435.168819 + Penalty 2780.897013 = -431654.271806
  nChanged 20
		SP:Iteration 49Q (41110.810000 sec): 3 clusters
  Score: Raw -434440.782276 + Penalty 2780.897013 = -431659.885263
  nChanged 12
		SP:Iteration 50Q (41110.910000 sec): 3 clusters
  Score: Raw -434443.298451 + Penalty 2780.897013 = -431662.401438
  nChanged 5
		SP:Iteration 51Q (41111.000000 sec): 3 clusters
  Score: Raw -434444.221284 + Penalty 2780.897013 = -431663.324271
  nChanged 4
		SP:Iteration 52Q (41111.090000 sec): 3 clusters
  Score: Raw -434445.158032 + Penalty 2780.897013 = -431664.261019
  nChanged 6
		SP:Iteration 53Q (41111.190000 sec): 3 clusters
  Score: Raw -434446.153442 + Penalty 2780.897013 = -431665.256429
  nChanged 6
		SP:Iteration 54Q (41111.290000 sec): 3 clusters
  Score: Raw -434447.567710 + Penalty 2780.897013 = -431666.670697
  nChanged 3
		SP:Iteration 55Q (41111.380000 sec): 3 clusters
  Score: Raw -434448.061841 + Penalty 2780.897013 = -431667.164828
  nChanged 4
		SP:Iteration 56Q (41111.470000 sec): 3 clusters
  Score: Raw -434449.135831 + Penalty 2780.897013 = -431668.238818
  nChanged 7
		SP:Iteration 57Q (41111.570000 sec): 3 clusters
  Score: Raw -434451.310664 + Penalty 2780.897013 = -431670.413651
  nChanged 7
		SP:Iteration 58Q (41111.670000 sec): 3 clusters
  Score: Raw -434453.996648 + Penalty 2780.897013 = -431673.099635
  nChanged 6
		SP:Iteration 59Q (41111.760000 sec): 3 clusters
  Score: Raw -434455.371680 + Penalty 2780.897013 = -431674.474667
  nChanged 6
		SP:Iteration 60F (41111.850000 sec): 3 clusters
  Score: Raw -434456.364570 + Penalty 2780.897013 = -431675.467557
  nChanged 3
		SP:Iteration 61Q (41111.950000 sec): 3 clusters
  Score: Raw -434456.766603 + Penalty 2780.897013 = -431675.869590
  nChanged 3
		SP:Iteration 62Q (41112.040000 sec): 3 clusters
  Score: Raw -434457.376416 + Penalty 2780.897013 = -431676.479403
  nChanged 4
		SP:Iteration 63Q (41112.140000 sec): 3 clusters
  Score: Raw -434457.936847 + Penalty 2780.897013 = -431677.039834
  nChanged 2
		SP:Iteration 64Q (41112.230000 sec): 3 clusters
  Score: Raw -434458.324499 + Penalty 2780.897013 = -431677.427486
  nChanged 2
		SP:Iteration 65Q (41112.330000 sec): 3 clusters
  Score: Raw -434458.701862 + Penalty 2780.897013 = -431677.804849
  nChanged 1
		SP:Iteration 66Q (41112.430000 sec): 3 clusters
  Score: Raw -434458.930488 + Penalty 2780.897013 = -431678.033475
  nChanged 2
		SP:Iteration 67Q (41112.520000 sec): 3 clusters
  Score: Raw -434459.308381 + Penalty 2780.897013 = -431678.411368
  nChanged 0
		SP:Iteration 68F (41112.610000 sec): 3 clusters
  Score: Raw -434459.308381 + Penalty 2780.897013 = -431678.411368
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 86 (2484 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (41112.680000 sec): 2 clusters
  Score: Raw -206421.757502 + Penalty 1270.364134 = -205151.393368
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (41112.730000 sec): 3 clusters
  Score: Raw -205299.652823 + Penalty 2540.728269 = -202758.924554
  nChanged 904
		SP:Iteration 1F (41112.780000 sec): 3 clusters
  Score: Raw -205863.007230 + Penalty 2540.728269 = -203322.278961
  nChanged 216
		SP:Iteration 2F (41112.830000 sec): 3 clusters
  Score: Raw -206079.068943 + Penalty 2540.728269 = -203538.340674
  nChanged 175
		SP:Iteration 3F (41112.880000 sec): 3 clusters
  Score: Raw -206263.217057 + Penalty 2540.728269 = -203722.488788
  nChanged 161
		SP:Iteration 4F (41112.930000 sec): 3 clusters
  Score: Raw -206441.568528 + Penalty 2540.728269 = -203900.840259
  nChanged 154
		SP:Iteration 5F (41112.980000 sec): 3 clusters
  Score: Raw -206615.146688 + Penalty 2540.728269 = -204074.418419
  nChanged 130
		SP:Iteration 6F (41113.030000 sec): 3 clusters
  Score: Raw -206747.646078 + Penalty 2540.728269 = -204206.917809
  nChanged 97
		SP:Iteration 7Q (41113.070000 sec): 3 clusters
  Score: Raw -206833.096618 + Penalty 2540.728269 = -204292.368349
  nChanged 81
		SP:Iteration 8Q (41113.120000 sec): 3 clusters
  Score: Raw -206903.878439 + Penalty 2540.728269 = -204363.150170
  nChanged 74
		SP:Iteration 9Q (41113.170000 sec): 3 clusters
  Score: Raw -206965.404548 + Penalty 2540.728269 = -204424.676279
  nChanged 63
		SP:Iteration 10Q (41113.220000 sec): 3 clusters
  Score: Raw -207015.308205 + Penalty 2540.728269 = -204474.579936
  nChanged 36
		SP:Iteration 11Q (41113.270000 sec): 3 clusters
  Score: Raw -207040.500502 + Penalty 2540.728269 = -204499.772233
  nChanged 28
		SP:Iteration 12Q (41113.320000 sec): 3 clusters
  Score: Raw -207063.672295 + Penalty 2540.728269 = -204522.944026
  nChanged 25
		SP:Iteration 13Q (41113.370000 sec): 3 clusters
  Score: Raw -207082.339943 + Penalty 2540.728269 = -204541.611674
  nChanged 22
		SP:Iteration 14Q (41113.410000 sec): 3 clusters
  Score: Raw -207096.663728 + Penalty 2540.728269 = -204555.935459
  nChanged 23
		SP:Iteration 15Q (41113.460000 sec): 3 clusters
  Score: Raw -207110.659251 + Penalty 2540.728269 = -204569.930982
  nChanged 22
		SP:Iteration 16Q (41113.510000 sec): 3 clusters
  Score: Raw -207126.486718 + Penalty 2540.728269 = -204585.758449
  nChanged 19
		SP:Iteration 17Q (41113.560000 sec): 3 clusters
  Score: Raw -207137.739546 + Penalty 2540.728269 = -204597.011277
  nChanged 14
		SP:Iteration 18Q (41113.610000 sec): 3 clusters
  Score: Raw -207149.027176 + Penalty 2540.728269 = -204608.298907
  nChanged 15
		SP:Iteration 19Q (41113.650000 sec): 3 clusters
  Score: Raw -207164.249683 + Penalty 2540.728269 = -204623.521414
  nChanged 17
		SP:Iteration 20F (41113.700000 sec): 3 clusters
  Score: Raw -207178.322859 + Penalty 2540.728269 = -204637.594590
  nChanged 9
		SP:Iteration 21Q (41113.750000 sec): 3 clusters
  Score: Raw -207184.129689 + Penalty 2540.728269 = -204643.401420
  nChanged 6
		SP:Iteration 22Q (41113.800000 sec): 3 clusters
  Score: Raw -207187.250746 + Penalty 2540.728269 = -204646.522477
  nChanged 6
		SP:Iteration 23Q (41113.850000 sec): 3 clusters
  Score: Raw -207192.781957 + Penalty 2540.728269 = -204652.053688
  nChanged 7
		SP:Iteration 24Q (41113.890000 sec): 3 clusters
  Score: Raw -207196.645025 + Penalty 2540.728269 = -204655.916756
  nChanged 6
		SP:Iteration 25Q (41113.940000 sec): 3 clusters
  Score: Raw -207199.113722 + Penalty 2540.728269 = -204658.385453
  nChanged 4
		SP:Iteration 26Q (41113.990000 sec): 3 clusters
  Score: Raw -207202.475097 + Penalty 2540.728269 = -204661.746828
  nChanged 2
		SP:Iteration 27Q (41114.030000 sec): 3 clusters
  Score: Raw -207203.558908 + Penalty 2540.728269 = -204662.830639
  nChanged 0
		SP:Iteration 28F (41114.090000 sec): 3 clusters
  Score: Raw -207203.558908 + Penalty 2540.728269 = -204662.830639
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 87 (2855 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (41114.150000 sec): 2 clusters
  Score: Raw -241763.025905 + Penalty 1292.984407 = -240470.041498
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (41114.210000 sec): 3 clusters
  Score: Raw -240429.005908 + Penalty 2585.968815 = -237843.037094
  nChanged 1083
		SP:Iteration 1F (41114.270000 sec): 3 clusters
  Score: Raw -241086.477613 + Penalty 2585.968815 = -238500.508798
  nChanged 212
		SP:Iteration 2F (41114.320000 sec): 3 clusters
  Score: Raw -241227.999057 + Penalty 2585.968815 = -238642.030242
  nChanged 149
		SP:Iteration 3F (41114.380000 sec): 3 clusters
  Score: Raw -241315.001094 + Penalty 2585.968815 = -238729.032280
  nChanged 107
		SP:Iteration 4Q (41114.430000 sec): 3 clusters
  Score: Raw -241386.942286 + Penalty 2585.968815 = -238800.973471
  nChanged 104
		SP:Iteration 5Q (41114.490000 sec): 3 clusters
  Score: Raw -241459.977287 + Penalty 2585.968815 = -238874.008472
  nChanged 104
		SP:Iteration 6Q (41114.550000 sec): 3 clusters
  Score: Raw -241540.172226 + Penalty 2585.968815 = -238954.203412
  nChanged 115
		SP:Iteration 7Q (41114.600000 sec): 3 clusters
  Score: Raw -241634.654270 + Penalty 2585.968815 = -239048.685455
  nChanged 110
		SP:Iteration 8Q (41114.650000 sec): 3 clusters
  Score: Raw -241713.203805 + Penalty 2585.968815 = -239127.234990
  nChanged 81
		SP:Iteration 9Q (41114.710000 sec): 3 clusters
  Score: Raw -241774.366145 + Penalty 2585.968815 = -239188.397330
  nChanged 72
		SP:Iteration 10Q (41114.770000 sec): 3 clusters
  Score: Raw -241833.979254 + Penalty 2585.968815 = -239248.010439
  nChanged 77
		SP:Iteration 11Q (41114.820000 sec): 3 clusters
  Score: Raw -241886.581838 + Penalty 2585.968815 = -239300.613023
  nChanged 69
		SP:Iteration 12Q (41114.880000 sec): 3 clusters
  Score: Raw -241926.182119 + Penalty 2585.968815 = -239340.213305
  nChanged 60
		SP:Iteration 13Q (41114.930000 sec): 3 clusters
  Score: Raw -241954.132674 + Penalty 2585.968815 = -239368.163859
  nChanged 33
		SP:Iteration 14Q (41114.990000 sec): 3 clusters
  Score: Raw -241969.453681 + Penalty 2585.968815 = -239383.484867
  nChanged 27
		SP:Iteration 15Q (41115.050000 sec): 3 clusters
  Score: Raw -241982.039113 + Penalty 2585.968815 = -239396.070298
  nChanged 25
		SP:Iteration 16Q (41115.100000 sec): 3 clusters
  Score: Raw -241992.400072 + Penalty 2585.968815 = -239406.431257
  nChanged 22
		SP:Iteration 17Q (41115.160000 sec): 3 clusters
  Score: Raw -242001.319636 + Penalty 2585.968815 = -239415.350822
  nChanged 13
		SP:Iteration 18Q (41115.210000 sec): 3 clusters
  Score: Raw -242008.086617 + Penalty 2585.968815 = -239422.117803
  nChanged 17
		SP:Iteration 19Q (41115.270000 sec): 3 clusters
  Score: Raw -242014.746671 + Penalty 2585.968815 = -239428.777856
  nChanged 15
		SP:Iteration 20F (41115.320000 sec): 3 clusters
  Score: Raw -242020.232806 + Penalty 2585.968815 = -239434.263991
  nChanged 15
		SP:Iteration 21Q (41115.380000 sec): 3 clusters
  Score: Raw -242024.607403 + Penalty 2585.968815 = -239438.638588
  nChanged 6
		SP:Iteration 22Q (41115.430000 sec): 3 clusters
  Score: Raw -242026.052836 + Penalty 2585.968815 = -239440.084021
  nChanged 4
		SP:Iteration 23Q (41115.490000 sec): 3 clusters
  Score: Raw -242027.001699 + Penalty 2585.968815 = -239441.032884
  nChanged 2
		SP:Iteration 24Q (41115.550000 sec): 3 clusters
  Score: Raw -242027.306055 + Penalty 2585.968815 = -239441.337240
  nChanged 1
		SP:Iteration 25Q (41115.600000 sec): 3 clusters
  Score: Raw -242027.414041 + Penalty 2585.968815 = -239441.445226
  nChanged 1
		SP:Iteration 26Q (41115.660000 sec): 3 clusters
  Score: Raw -242027.672658 + Penalty 2585.968815 = -239441.703843
  nChanged 1
		SP:Iteration 27Q (41115.710000 sec): 3 clusters
  Score: Raw -242027.855291 + Penalty 2585.968815 = -239441.886477
  nChanged 0
		SP:Iteration 28F (41115.770000 sec): 3 clusters
  Score: Raw -242027.855291 + Penalty 2585.968815 = -239441.886477
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 88 (1344 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (41115.830000 sec): 2 clusters
  Score: Raw -107570.651688 + Penalty 1170.553397 = -106400.098290
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (41115.860000 sec): 3 clusters
  Score: Raw -107098.156389 + Penalty 2341.106794 = -104757.049595
  nChanged 427
		SP:Iteration 1F (41115.880000 sec): 3 clusters
  Score: Raw -107444.161578 + Penalty 2341.106794 = -105103.054784
  nChanged 106
		SP:Iteration 2F (41115.910000 sec): 3 clusters
  Score: Raw -107555.742684 + Penalty 2341.106794 = -105214.635889
  nChanged 69
		SP:Iteration 3F (41115.930000 sec): 3 clusters
  Score: Raw -107631.197101 + Penalty 2341.106794 = -105290.090307
  nChanged 60
		SP:Iteration 4Q (41115.960000 sec): 3 clusters
  Score: Raw -107731.621678 + Penalty 2341.106794 = -105390.514884
  nChanged 59
		SP:Iteration 5Q (41115.990000 sec): 3 clusters
  Score: Raw -107815.419150 + Penalty 2341.106794 = -105474.312356
  nChanged 66
		SP:Iteration 6Q (41116.020000 sec): 3 clusters
  Score: Raw -107927.794787 + Penalty 2341.106794 = -105586.687992
  nChanged 77
		SP:Iteration 7F (41116.040000 sec): 3 clusters
  Score: Raw -108104.371946 + Penalty 2341.106794 = -105763.265152
  nChanged 89
		SP:Iteration 8F (41116.070000 sec): 3 clusters
  Score: Raw -108276.151994 + Penalty 2341.106794 = -105935.045199
  nChanged 67
		SP:Iteration 9Q (41116.090000 sec): 3 clusters
  Score: Raw -108383.727313 + Penalty 2341.106794 = -106042.620519
  nChanged 40
		SP:Iteration 10Q (41116.120000 sec): 3 clusters
  Score: Raw -108422.505953 + Penalty 2341.106794 = -106081.399158
  nChanged 17
		SP:Iteration 11Q (41116.140000 sec): 3 clusters
  Score: Raw -108448.903674 + Penalty 2341.106794 = -106107.796880
  nChanged 18
		SP:Iteration 12Q (41116.170000 sec): 3 clusters
  Score: Raw -108471.662169 + Penalty 2341.106794 = -106130.555375
  nChanged 9
		SP:Iteration 13Q (41116.190000 sec): 3 clusters
  Score: Raw -108482.412523 + Penalty 2341.106794 = -106141.305729
  nChanged 6
		SP:Iteration 14Q (41116.220000 sec): 3 clusters
  Score: Raw -108489.358084 + Penalty 2341.106794 = -106148.251290
  nChanged 10
		SP:Iteration 15Q (41116.250000 sec): 3 clusters
  Score: Raw -108503.341269 + Penalty 2341.106794 = -106162.234474
  nChanged 10
		SP:Iteration 16Q (41116.270000 sec): 3 clusters
  Score: Raw -108517.599030 + Penalty 2341.106794 = -106176.492236
  nChanged 7
		SP:Iteration 17Q (41116.300000 sec): 3 clusters
  Score: Raw -108524.266350 + Penalty 2341.106794 = -106183.159555
  nChanged 5
		SP:Iteration 18Q (41116.320000 sec): 3 clusters
  Score: Raw -108528.610865 + Penalty 2341.106794 = -106187.504071
  nChanged 3
		SP:Iteration 19Q (41116.350000 sec): 3 clusters
  Score: Raw -108530.482411 + Penalty 2341.106794 = -106189.375617
  nChanged 1
		SP:Iteration 20F (41116.370000 sec): 3 clusters
  Score: Raw -108530.890115 + Penalty 2341.106794 = -106189.783321
  nChanged 1
		SP:Iteration 21Q (41116.400000 sec): 3 clusters
  Score: Raw -108532.684983 + Penalty 2341.106794 = -106191.578189
  nChanged 0
		SP:Iteration 22F (41116.430000 sec): 3 clusters
  Score: Raw -108532.684983 + Penalty 2341.106794 = -106191.578189
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 89 (3456 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (41116.500000 sec): 2 clusters
  Score: Raw -295901.197322 + Penalty 1324.028409 = -294577.168913
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (41116.570000 sec): 3 clusters
  Score: Raw -294223.376028 + Penalty 2648.056817 = -291575.319210
  nChanged 1345
		SP:Iteration 1F (41116.640000 sec): 3 clusters
  Score: Raw -295083.048839 + Penalty 2648.056817 = -292434.992022
  nChanged 279
		SP:Iteration 2F (41116.710000 sec): 3 clusters
  Score: Raw -295307.664121 + Penalty 2648.056817 = -292659.607303
  nChanged 231
		SP:Iteration 3F (41116.770000 sec): 3 clusters
  Score: Raw -295506.233912 + Penalty 2648.056817 = -292858.177095
  nChanged 204
		SP:Iteration 4F (41116.840000 sec): 3 clusters
  Score: Raw -295667.018408 + Penalty 2648.056817 = -293018.961591
  nChanged 156
		SP:Iteration 5Q (41116.900000 sec): 3 clusters
  Score: Raw -295762.382649 + Penalty 2648.056817 = -293114.325832
  nChanged 124
		SP:Iteration 6Q (41116.970000 sec): 3 clusters
  Score: Raw -295833.348084 + Penalty 2648.056817 = -293185.291267
  nChanged 104
		SP:Iteration 7Q (41117.040000 sec): 3 clusters
  Score: Raw -295901.316241 + Penalty 2648.056817 = -293253.259424
  nChanged 107
		SP:Iteration 8Q (41117.110000 sec): 3 clusters
  Score: Raw -295973.410140 + Penalty 2648.056817 = -293325.353323
  nChanged 89
		SP:Iteration 9Q (41117.170000 sec): 3 clusters
  Score: Raw -296037.784254 + Penalty 2648.056817 = -293389.727437
  nChanged 86
		SP:Iteration 10Q (41117.240000 sec): 3 clusters
  Score: Raw -296101.006376 + Penalty 2648.056817 = -293452.949558
  nChanged 73
		SP:Iteration 11Q (41117.310000 sec): 3 clusters
  Score: Raw -296147.751014 + Penalty 2648.056817 = -293499.694197
  nChanged 50
		SP:Iteration 12Q (41117.370000 sec): 3 clusters
  Score: Raw -296182.112977 + Penalty 2648.056817 = -293534.056160
  nChanged 56
		SP:Iteration 13Q (41117.440000 sec): 3 clusters
  Score: Raw -296217.570601 + Penalty 2648.056817 = -293569.513784
  nChanged 51
		SP:Iteration 14Q (41117.510000 sec): 3 clusters
  Score: Raw -296250.765645 + Penalty 2648.056817 = -293602.708827
  nChanged 47
		SP:Iteration 15Q (41117.570000 sec): 3 clusters
  Score: Raw -296275.463207 + Penalty 2648.056817 = -293627.406390
  nChanged 40
		SP:Iteration 16Q (41117.640000 sec): 3 clusters
  Score: Raw -296298.412370 + Penalty 2648.056817 = -293650.355553
  nChanged 31
		SP:Iteration 17Q (41117.700000 sec): 3 clusters
  Score: Raw -296318.975873 + Penalty 2648.056817 = -293670.919056
  nChanged 34
		SP:Iteration 18Q (41117.780000 sec): 3 clusters
  Score: Raw -296337.246157 + Penalty 2648.056817 = -293689.189339
  nChanged 32
		SP:Iteration 19Q (41117.840000 sec): 3 clusters
  Score: Raw -296352.883705 + Penalty 2648.056817 = -293704.826888
  nChanged 30
		SP:Iteration 20F (41117.910000 sec): 3 clusters
  Score: Raw -296369.586808 + Penalty 2648.056817 = -293721.529990
  nChanged 42
		SP:Iteration 21Q (41117.970000 sec): 3 clusters
  Score: Raw -296387.329901 + Penalty 2648.056817 = -293739.273083
  nChanged 31
		SP:Iteration 22Q (41118.040000 sec): 3 clusters
  Score: Raw -296400.837652 + Penalty 2648.056817 = -293752.780835
  nChanged 17
		SP:Iteration 23Q (41118.100000 sec): 3 clusters
  Score: Raw -296407.466735 + Penalty 2648.056817 = -293759.409918
  nChanged 16
		SP:Iteration 24Q (41118.170000 sec): 3 clusters
  Score: Raw -296413.520879 + Penalty 2648.056817 = -293765.464062
  nChanged 11
		SP:Iteration 25Q (41118.240000 sec): 3 clusters
  Score: Raw -296419.357343 + Penalty 2648.056817 = -293771.300526
  nChanged 15
		SP:Iteration 26Q (41118.300000 sec): 3 clusters
  Score: Raw -296425.997002 + Penalty 2648.056817 = -293777.940184
  nChanged 14
		SP:Iteration 27Q (41118.370000 sec): 3 clusters
  Score: Raw -296432.694264 + Penalty 2648.056817 = -293784.637446
  nChanged 18
		SP:Iteration 28Q (41118.430000 sec): 3 clusters
  Score: Raw -296438.151526 + Penalty 2648.056817 = -293790.094709
  nChanged 9
		SP:Iteration 29Q (41118.500000 sec): 3 clusters
  Score: Raw -296441.329239 + Penalty 2648.056817 = -293793.272422
  nChanged 5
		SP:Iteration 30Q (41118.560000 sec): 3 clusters
  Score: Raw -296442.837849 + Penalty 2648.056817 = -293794.781032
  nChanged 5
		SP:Iteration 31Q (41118.630000 sec): 3 clusters
  Score: Raw -296444.981176 + Penalty 2648.056817 = -293796.924359
  nChanged 6
		SP:Iteration 32Q (41118.690000 sec): 3 clusters
  Score: Raw -296446.957449 + Penalty 2648.056817 = -293798.900632
  nChanged 5
		SP:Iteration 33Q (41118.760000 sec): 3 clusters
  Score: Raw -296448.281911 + Penalty 2648.056817 = -293800.225094
  nChanged 3
		SP:Iteration 34Q (41118.820000 sec): 3 clusters
  Score: Raw -296449.366501 + Penalty 2648.056817 = -293801.309684
  nChanged 3
		SP:Iteration 35Q (41118.890000 sec): 3 clusters
  Score: Raw -296449.963336 + Penalty 2648.056817 = -293801.906519
  nChanged 1
		SP:Iteration 36Q (41118.960000 sec): 3 clusters
  Score: Raw -296450.113753 + Penalty 2648.056817 = -293802.056936
  nChanged 1
		SP:Iteration 37Q (41119.020000 sec): 3 clusters
  Score: Raw -296450.292449 + Penalty 2648.056817 = -293802.235632
  nChanged 1
		SP:Iteration 38Q (41119.090000 sec): 3 clusters
  Score: Raw -296450.446373 + Penalty 2648.056817 = -293802.389556
  nChanged 0
		SP:Iteration 39F (41119.150000 sec): 3 clusters
  Score: Raw -296450.446373 + Penalty 2648.056817 = -293802.389556
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 90 (1076 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (41119.210000 sec): 2 clusters
  Score: Raw -85236.751419 + Penalty 1134.413433 = -84102.337986
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (41119.230000 sec): 3 clusters
  Score: Raw -84874.095877 + Penalty 2268.826866 = -82605.269011
  nChanged 338
		SP:Iteration 1F (41119.260000 sec): 3 clusters
  Score: Raw -85157.130415 + Penalty 2268.826866 = -82888.303549
  nChanged 78
		SP:Iteration 2F (41119.280000 sec): 3 clusters
  Score: Raw -85222.744925 + Penalty 2268.826866 = -82953.918060
  nChanged 39
		SP:Iteration 3Q (41119.300000 sec): 3 clusters
  Score: Raw -85260.717266 + Penalty 2268.826866 = -82991.890400
  nChanged 29
		SP:Iteration 4Q (41119.320000 sec): 3 clusters
  Score: Raw -85283.604681 + Penalty 2268.826866 = -83014.777815
  nChanged 18
		SP:Iteration 5Q (41119.340000 sec): 3 clusters
  Score: Raw -85299.502069 + Penalty 2268.826866 = -83030.675203
  nChanged 12
		SP:Iteration 6Q (41119.360000 sec): 3 clusters
  Score: Raw -85306.296492 + Penalty 2268.826866 = -83037.469626
  nChanged 7
		SP:Iteration 7Q (41119.390000 sec): 3 clusters
  Score: Raw -85313.158382 + Penalty 2268.826866 = -83044.331516
  nChanged 4
		SP:Iteration 8Q (41119.410000 sec): 3 clusters
  Score: Raw -85316.815474 + Penalty 2268.826866 = -83047.988608
  nChanged 2
		SP:Iteration 9Q (41119.430000 sec): 3 clusters
  Score: Raw -85317.538124 + Penalty 2268.826866 = -83048.711259
  nChanged 0
		SP:Iteration 10F (41119.450000 sec): 3 clusters
  Score: Raw -85317.538124 + Penalty 2268.826866 = -83048.711259
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 91 (9493 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (41119.560000 sec): 2 clusters
  Score: Raw -807784.546667 + Penalty 1488.225369 = -806296.321298
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (41119.740000 sec): 3 clusters
  Score: Raw -802397.993788 + Penalty 2976.450738 = -799421.543050
  nChanged 4078
		SP:Iteration 1F (41119.880000 sec): 3 clusters
  Score: Raw -804613.555370 + Penalty 2976.450738 = -801637.104632
  nChanged 633
		SP:Iteration 2F (41120.020000 sec): 3 clusters
  Score: Raw -804907.425701 + Penalty 2976.450738 = -801930.974963
  nChanged 498
		SP:Iteration 3F (41120.190000 sec): 3 clusters
  Score: Raw -805147.655591 + Penalty 2976.450738 = -802171.204852
  nChanged 470
		SP:Iteration 4Q (41120.350000 sec): 3 clusters
  Score: Raw -805400.705848 + Penalty 2976.450738 = -802424.255110
  nChanged 426
		SP:Iteration 5Q (41120.490000 sec): 3 clusters
  Score: Raw -805665.920764 + Penalty 2976.450738 = -802689.470026
  nChanged 449
		SP:Iteration 6Q (41120.640000 sec): 3 clusters
  Score: Raw -805963.990795 + Penalty 2976.450738 = -802987.540056
  nChanged 472
		SP:Iteration 7Q (41120.800000 sec): 3 clusters
  Score: Raw -806300.330110 + Penalty 2976.450738 = -803323.879372
  nChanged 469
		SP:Iteration 8Q (41120.940000 sec): 3 clusters
  Score: Raw -806655.113916 + Penalty 2976.450738 = -803678.663178
  nChanged 460
		SP:Iteration 9Q (41121.090000 sec): 3 clusters
  Score: Raw -806997.358662 + Penalty 2976.450738 = -804020.907923
  nChanged 384
		SP:Iteration 10Q (41121.260000 sec): 3 clusters
  Score: Raw -807278.336956 + Penalty 2976.450738 = -804301.886218
  nChanged 327
		SP:Iteration 11Q (41121.410000 sec): 3 clusters
  Score: Raw -807510.997979 + Penalty 2976.450738 = -804534.547241
  nChanged 284
		SP:Iteration 12Q (41121.550000 sec): 3 clusters
  Score: Raw -807697.896202 + Penalty 2976.450738 = -804721.445464
  nChanged 252
		SP:Iteration 13Q (41121.700000 sec): 3 clusters
  Score: Raw -807868.204641 + Penalty 2976.450738 = -804891.753903
  nChanged 201
		SP:Iteration 14Q (41121.860000 sec): 3 clusters
  Score: Raw -807995.321095 + Penalty 2976.450738 = -805018.870356
  nChanged 139
		SP:Iteration 15Q (41122.000000 sec): 3 clusters
  Score: Raw -808076.674395 + Penalty 2976.450738 = -805100.223657
  nChanged 129
		SP:Iteration 16Q (41122.140000 sec): 3 clusters
  Score: Raw -808140.769765 + Penalty 2976.450738 = -805164.319027
  nChanged 122
		SP:Iteration 17Q (41122.300000 sec): 3 clusters
  Score: Raw -808197.439629 + Penalty 2976.450738 = -805220.988891
  nChanged 105
		SP:Iteration 18Q (41122.460000 sec): 3 clusters
  Score: Raw -808238.979448 + Penalty 2976.450738 = -805262.528710
  nChanged 67
		SP:Iteration 19Q (41122.600000 sec): 3 clusters
  Score: Raw -808264.561460 + Penalty 2976.450738 = -805288.110722
  nChanged 55
		SP:Iteration 20F (41122.740000 sec): 3 clusters
  Score: Raw -808287.754678 + Penalty 2976.450738 = -805311.303940
  nChanged 63
		SP:Iteration 21Q (41122.890000 sec): 3 clusters
  Score: Raw -808313.377132 + Penalty 2976.450738 = -805336.926393
  nChanged 45
		SP:Iteration 22Q (41123.040000 sec): 3 clusters
  Score: Raw -808332.306412 + Penalty 2976.450738 = -805355.855674
  nChanged 37
		SP:Iteration 23Q (41123.180000 sec): 3 clusters
  Score: Raw -808344.196784 + Penalty 2976.450738 = -805367.746046
  nChanged 35
		SP:Iteration 24Q (41123.310000 sec): 3 clusters
  Score: Raw -808357.669695 + Penalty 2976.450738 = -805381.218957
  nChanged 31
		SP:Iteration 25Q (41123.470000 sec): 3 clusters
  Score: Raw -808367.934520 + Penalty 2976.450738 = -805391.483781
  nChanged 28
		SP:Iteration 26Q (41123.630000 sec): 3 clusters
  Score: Raw -808374.720682 + Penalty 2976.450738 = -805398.269944
  nChanged 22
		SP:Iteration 27Q (41123.770000 sec): 3 clusters
  Score: Raw -808380.634262 + Penalty 2976.450738 = -805404.183524
  nChanged 32
		SP:Iteration 28Q (41123.900000 sec): 3 clusters
  Score: Raw -808389.429092 + Penalty 2976.450738 = -805412.978354
  nChanged 31
		SP:Iteration 29Q (41124.040000 sec): 3 clusters
  Score: Raw -808399.917614 + Penalty 2976.450738 = -805423.466876
  nChanged 33
		SP:Iteration 30Q (41124.210000 sec): 3 clusters
  Score: Raw -808412.469538 + Penalty 2976.450738 = -805436.018800
  nChanged 41
		SP:Iteration 31Q (41124.370000 sec): 3 clusters
  Score: Raw -808428.943846 + Penalty 2976.450738 = -805452.493107
  nChanged 49
		SP:Iteration 32Q (41124.500000 sec): 3 clusters
  Score: Raw -808455.264888 + Penalty 2976.450738 = -805478.814150
  nChanged 52
		SP:Iteration 33Q (41124.630000 sec): 3 clusters
  Score: Raw -808484.251908 + Penalty 2976.450738 = -805507.801170
  nChanged 57
		SP:Iteration 34Q (41124.780000 sec): 3 clusters
  Score: Raw -808513.212509 + Penalty 2976.450738 = -805536.761771
  nChanged 52
		SP:Iteration 35Q (41124.920000 sec): 3 clusters
  Score: Raw -808536.024075 + Penalty 2976.450738 = -805559.573336
  nChanged 45
		SP:Iteration 36Q (41125.070000 sec): 3 clusters
  Score: Raw -808554.046114 + Penalty 2976.450738 = -805577.595376
  nChanged 40
		SP:Iteration 37Q (41125.200000 sec): 3 clusters
  Score: Raw -808567.472753 + Penalty 2976.450738 = -805591.022014
  nChanged 39
		SP:Iteration 38Q (41125.330000 sec): 3 clusters
  Score: Raw -808580.267839 + Penalty 2976.450738 = -805603.817100
  nChanged 33
		SP:Iteration 39Q (41125.500000 sec): 3 clusters
  Score: Raw -808587.897779 + Penalty 2976.450738 = -805611.447041
  nChanged 19
		SP:Iteration 40F (41125.670000 sec): 3 clusters
  Score: Raw -808592.970665 + Penalty 2976.450738 = -805616.519927
  nChanged 15
		SP:Iteration 41Q (41125.810000 sec): 3 clusters
  Score: Raw -808595.868395 + Penalty 2976.450738 = -805619.417656
  nChanged 16
		SP:Iteration 42Q (41125.930000 sec): 3 clusters
  Score: Raw -808599.898844 + Penalty 2976.450738 = -805623.448106
  nChanged 12
		SP:Iteration 43Q (41126.080000 sec): 3 clusters
  Score: Raw -808602.978389 + Penalty 2976.450738 = -805626.527651
  nChanged 12
		SP:Iteration 44Q (41126.230000 sec): 3 clusters
  Score: Raw -808606.138878 + Penalty 2976.450738 = -805629.688140
  nChanged 12
		SP:Iteration 45Q (41126.370000 sec): 3 clusters
  Score: Raw -808608.950037 + Penalty 2976.450738 = -805632.499299
  nChanged 16
		SP:Iteration 46Q (41126.500000 sec): 3 clusters
  Score: Raw -808612.713414 + Penalty 2976.450738 = -805636.262676
  nChanged 11
		SP:Iteration 47Q (41126.640000 sec): 3 clusters
  Score: Raw -808614.647579 + Penalty 2976.450738 = -805638.196840
  nChanged 10
		SP:Iteration 48Q (41126.800000 sec): 3 clusters
  Score: Raw -808616.169261 + Penalty 2976.450738 = -805639.718523
  nChanged 10
		SP:Iteration 49Q (41126.960000 sec): 3 clusters
  Score: Raw -808619.037586 + Penalty 2976.450738 = -805642.586848
  nChanged 9
		SP:Iteration 50Q (41127.090000 sec): 3 clusters
  Score: Raw -808621.249789 + Penalty 2976.450738 = -805644.799051
  nChanged 10
		SP:Iteration 51Q (41127.230000 sec): 3 clusters
  Score: Raw -808623.672206 + Penalty 2976.450738 = -805647.221468
  nChanged 10
		SP:Iteration 52Q (41127.380000 sec): 3 clusters
  Score: Raw -808625.051754 + Penalty 2976.450738 = -805648.601016
  nChanged 6
		SP:Iteration 53Q (41127.550000 sec): 3 clusters
  Score: Raw -808626.291077 + Penalty 2976.450738 = -805649.840339
  nChanged 9
		SP:Iteration 54Q (41127.690000 sec): 3 clusters
  Score: Raw -808628.940413 + Penalty 2976.450738 = -805652.489674
  nChanged 14
		SP:Iteration 55Q (41127.880000 sec): 3 clusters
  Score: Raw -808631.841421 + Penalty 2976.450738 = -805655.390683
  nChanged 11
		SP:Iteration 56Q (41128.070000 sec): 3 clusters
  Score: Raw -808633.631307 + Penalty 2976.450738 = -805657.180569
  nChanged 12
		SP:Iteration 57Q (41128.260000 sec): 3 clusters
  Score: Raw -808635.588100 + Penalty 2976.450738 = -805659.137362
  nChanged 6
		SP:Iteration 58Q (41128.450000 sec): 3 clusters
  Score: Raw -808637.379266 + Penalty 2976.450738 = -805660.928528
  nChanged 11
		SP:Iteration 59Q (41128.640000 sec): 3 clusters
  Score: Raw -808640.092503 + Penalty 2976.450738 = -805663.641765
  nChanged 11
		SP:Iteration 60F (41128.830000 sec): 3 clusters
  Score: Raw -808642.117365 + Penalty 2976.450738 = -805665.666627
  nChanged 5
		SP:Iteration 61Q (41129.010000 sec): 3 clusters
  Score: Raw -808642.776603 + Penalty 2976.450738 = -805666.325865
  nChanged 4
		SP:Iteration 62Q (41129.210000 sec): 3 clusters
  Score: Raw -808643.157092 + Penalty 2976.450738 = -805666.706354
  nChanged 4
		SP:Iteration 63Q (41129.390000 sec): 3 clusters
  Score: Raw -808643.845717 + Penalty 2976.450738 = -805667.394979
  nChanged 5
		SP:Iteration 64Q (41129.580000 sec): 3 clusters
  Score: Raw -808644.702138 + Penalty 2976.450738 = -805668.251400
  nChanged 8
		SP:Iteration 65Q (41129.770000 sec): 3 clusters
  Score: Raw -808646.347633 + Penalty 2976.450738 = -805669.896895
  nChanged 7
		SP:Iteration 66Q (41129.960000 sec): 3 clusters
  Score: Raw -808647.751338 + Penalty 2976.450738 = -805671.300600
  nChanged 3
		SP:Iteration 67Q (41130.150000 sec): 3 clusters
  Score: Raw -808648.341040 + Penalty 2976.450738 = -805671.890302
  nChanged 0
		SP:Iteration 68F (41130.340000 sec): 3 clusters
  Score: Raw -808648.341040 + Penalty 2976.450738 = -805671.890302
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 92 (5223 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (41130.440000 sec): 2 clusters
  Score: Raw -477962.168754 + Penalty 1391.134425 = -476571.034329
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (41130.610000 sec): 3 clusters
  Score: Raw -475222.423858 + Penalty 2782.268849 = -472440.155008
  nChanged 2125
		SP:Iteration 1F (41130.790000 sec): 3 clusters
  Score: Raw -476348.571839 + Penalty 2782.268849 = -473566.302990
  nChanged 369
		SP:Iteration 2F (41130.960000 sec): 3 clusters
  Score: Raw -476526.562025 + Penalty 2782.268849 = -473744.293176
  nChanged 257
		SP:Iteration 3Q (41131.130000 sec): 3 clusters
  Score: Raw -476644.699531 + Penalty 2782.268849 = -473862.430682
  nChanged 201
		SP:Iteration 4Q (41131.310000 sec): 3 clusters
  Score: Raw -476735.631829 + Penalty 2782.268849 = -473953.362979
  nChanged 160
		SP:Iteration 5Q (41131.410000 sec): 3 clusters
  Score: Raw -476809.322956 + Penalty 2782.268849 = -474027.054107
  nChanged 162
		SP:Iteration 6Q (41131.510000 sec): 3 clusters
  Score: Raw -476881.140806 + Penalty 2782.268849 = -474098.871957
  nChanged 165
		SP:Iteration 7Q (41131.610000 sec): 3 clusters
  Score: Raw -476956.906068 + Penalty 2782.268849 = -474174.637219
  nChanged 167
		SP:Iteration 8Q (41131.710000 sec): 3 clusters
  Score: Raw -477031.532492 + Penalty 2782.268849 = -474249.263643
  nChanged 158
		SP:Iteration 9Q (41131.810000 sec): 3 clusters
  Score: Raw -477112.774407 + Penalty 2782.268849 = -474330.505558
  nChanged 163
		SP:Iteration 10Q (41131.910000 sec): 3 clusters
  Score: Raw -477205.960234 + Penalty 2782.268849 = -474423.691385
  nChanged 180
		SP:Iteration 11Q (41132.010000 sec): 3 clusters
  Score: Raw -477316.761957 + Penalty 2782.268849 = -474534.493108
  nChanged 162
		SP:Iteration 12Q (41132.110000 sec): 3 clusters
  Score: Raw -477437.341386 + Penalty 2782.268849 = -474655.072537
  nChanged 157
		SP:Iteration 13Q (41132.200000 sec): 3 clusters
  Score: Raw -477564.823234 + Penalty 2782.268849 = -474782.554385
  nChanged 135
		SP:Iteration 14Q (41132.300000 sec): 3 clusters
  Score: Raw -477694.425069 + Penalty 2782.268849 = -474912.156220
  nChanged 146
		SP:Iteration 15Q (41132.400000 sec): 3 clusters
  Score: Raw -477871.816030 + Penalty 2782.268849 = -475089.547181
  nChanged 131
		SP:Iteration 16Q (41132.500000 sec): 3 clusters
  Score: Raw -478021.442732 + Penalty 2782.268849 = -475239.173882
  nChanged 123
		SP:Iteration 17Q (41132.590000 sec): 3 clusters
  Score: Raw -478132.063422 + Penalty 2782.268849 = -475349.794573
  nChanged 104
		SP:Iteration 18Q (41132.690000 sec): 3 clusters
  Score: Raw -478199.533462 + Penalty 2782.268849 = -475417.264613
  nChanged 70
		SP:Iteration 19Q (41132.780000 sec): 3 clusters
  Score: Raw -478242.710908 + Penalty 2782.268849 = -475460.442059
  nChanged 59
		SP:Iteration 20F (41132.880000 sec): 3 clusters
  Score: Raw -478272.462746 + Penalty 2782.268849 = -475490.193897
  nChanged 40
		SP:Iteration 21Q (41132.970000 sec): 3 clusters
  Score: Raw -478289.843507 + Penalty 2782.268849 = -475507.574658
  nChanged 28
		SP:Iteration 22Q (41133.070000 sec): 3 clusters
  Score: Raw -478302.196446 + Penalty 2782.268849 = -475519.927596
  nChanged 32
		SP:Iteration 23Q (41133.160000 sec): 3 clusters
  Score: Raw -478315.067904 + Penalty 2782.268849 = -475532.799055
  nChanged 25
		SP:Iteration 24Q (41133.250000 sec): 3 clusters
  Score: Raw -478327.298905 + Penalty 2782.268849 = -475545.030056
  nChanged 17
		SP:Iteration 25Q (41133.350000 sec): 3 clusters
  Score: Raw -478335.291415 + Penalty 2782.268849 = -475553.022565
  nChanged 16
		SP:Iteration 26Q (41133.440000 sec): 3 clusters
  Score: Raw -478341.801245 + Penalty 2782.268849 = -475559.532396
  nChanged 16
		SP:Iteration 27Q (41133.540000 sec): 3 clusters
  Score: Raw -478346.656580 + Penalty 2782.268849 = -475564.387731
  nChanged 11
		SP:Iteration 28Q (41133.630000 sec): 3 clusters
  Score: Raw -478349.173856 + Penalty 2782.268849 = -475566.905007
  nChanged 8
		SP:Iteration 29Q (41133.730000 sec): 3 clusters
  Score: Raw -478352.139465 + Penalty 2782.268849 = -475569.870616
  nChanged 6
		SP:Iteration 30Q (41133.820000 sec): 3 clusters
  Score: Raw -478353.189459 + Penalty 2782.268849 = -475570.920609
  nChanged 2
		SP:Iteration 31Q (41133.910000 sec): 3 clusters
  Score: Raw -478354.037950 + Penalty 2782.268849 = -475571.769101
  nChanged 3
		SP:Iteration 32Q (41134.010000 sec): 3 clusters
  Score: Raw -478354.915645 + Penalty 2782.268849 = -475572.646796
  nChanged 2
		SP:Iteration 33Q (41134.100000 sec): 3 clusters
  Score: Raw -478355.339883 + Penalty 2782.268849 = -475573.071034
  nChanged 2
		SP:Iteration 34Q (41134.190000 sec): 3 clusters
  Score: Raw -478355.770363 + Penalty 2782.268849 = -475573.501514
  nChanged 1
		SP:Iteration 35Q (41134.290000 sec): 3 clusters
  Score: Raw -478356.054018 + Penalty 2782.268849 = -475573.785168
  nChanged 3
		SP:Iteration 36Q (41134.380000 sec): 3 clusters
  Score: Raw -478356.802435 + Penalty 2782.268849 = -475574.533586
  nChanged 4
		SP:Iteration 37Q (41134.470000 sec): 3 clusters
  Score: Raw -478357.915196 + Penalty 2782.268849 = -475575.646347
  nChanged 1
		SP:Iteration 38Q (41134.570000 sec): 3 clusters
  Score: Raw -478358.252352 + Penalty 2782.268849 = -475575.983503
  nChanged 2
		SP:Iteration 39Q (41134.660000 sec): 3 clusters
  Score: Raw -478358.751622 + Penalty 2782.268849 = -475576.482773
  nChanged 0
		SP:Iteration 40F (41134.760000 sec): 3 clusters
  Score: Raw -478358.751622 + Penalty 2782.268849 = -475576.482773
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 93 (1280 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (41134.810000 sec): 2 clusters
  Score: Raw -110693.248108 + Penalty 1162.624995 = -109530.623113
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (41134.840000 sec): 3 clusters
  Score: Raw -110195.938144 + Penalty 2325.249991 = -107870.688153
  nChanged 407
		SP:Iteration 1F (41134.870000 sec): 3 clusters
  Score: Raw -110531.515340 + Penalty 2325.249991 = -108206.265349
  nChanged 109
		SP:Iteration 2F (41134.890000 sec): 3 clusters
  Score: Raw -110659.845122 + Penalty 2325.249991 = -108334.595131
  nChanged 68
		SP:Iteration 3F (41134.920000 sec): 3 clusters
  Score: Raw -110724.960455 + Penalty 2325.249991 = -108399.710464
  nChanged 41
		SP:Iteration 4Q (41134.940000 sec): 3 clusters
  Score: Raw -110764.178132 + Penalty 2325.249991 = -108438.928141
  nChanged 30
		SP:Iteration 5Q (41134.970000 sec): 3 clusters
  Score: Raw -110790.601662 + Penalty 2325.249991 = -108465.351671
  nChanged 24
		SP:Iteration 6Q (41135.000000 sec): 3 clusters
  Score: Raw -110812.151107 + Penalty 2325.249991 = -108486.901116
  nChanged 20
		SP:Iteration 7Q (41135.020000 sec): 3 clusters
  Score: Raw -110832.351619 + Penalty 2325.249991 = -108507.101628
  nChanged 14
		SP:Iteration 8Q (41135.050000 sec): 3 clusters
  Score: Raw -110843.324495 + Penalty 2325.249991 = -108518.074504
  nChanged 15
		SP:Iteration 9Q (41135.070000 sec): 3 clusters
  Score: Raw -110853.796529 + Penalty 2325.249991 = -108528.546538
  nChanged 13
		SP:Iteration 10Q (41135.100000 sec): 3 clusters
  Score: Raw -110864.292739 + Penalty 2325.249991 = -108539.042748
  nChanged 10
		SP:Iteration 11Q (41135.130000 sec): 3 clusters
  Score: Raw -110873.057414 + Penalty 2325.249991 = -108547.807423
  nChanged 7
		SP:Iteration 12Q (41135.150000 sec): 3 clusters
  Score: Raw -110878.574818 + Penalty 2325.249991 = -108553.324827
  nChanged 9
		SP:Iteration 13Q (41135.180000 sec): 3 clusters
  Score: Raw -110884.113574 + Penalty 2325.249991 = -108558.863583
  nChanged 4
		SP:Iteration 14Q (41135.200000 sec): 3 clusters
  Score: Raw -110886.641063 + Penalty 2325.249991 = -108561.391072
  nChanged 3
		SP:Iteration 15Q (41135.230000 sec): 3 clusters
  Score: Raw -110888.969577 + Penalty 2325.249991 = -108563.719586
  nChanged 5
		SP:Iteration 16Q (41135.250000 sec): 3 clusters
  Score: Raw -110894.990067 + Penalty 2325.249991 = -108569.740076
  nChanged 8
		SP:Iteration 17Q (41135.280000 sec): 3 clusters
  Score: Raw -110898.503145 + Penalty 2325.249991 = -108573.253154
  nChanged 5
		SP:Iteration 18Q (41135.310000 sec): 3 clusters
  Score: Raw -110901.426299 + Penalty 2325.249991 = -108576.176308
  nChanged 3
		SP:Iteration 19Q (41135.330000 sec): 3 clusters
  Score: Raw -110903.340594 + Penalty 2325.249991 = -108578.090603
  nChanged 1
		SP:Iteration 20F (41135.360000 sec): 3 clusters
  Score: Raw -110903.946758 + Penalty 2325.249991 = -108578.696767
  nChanged 2
		SP:Iteration 21Q (41135.380000 sec): 3 clusters
  Score: Raw -110906.321322 + Penalty 2325.249991 = -108581.071331
  nChanged 2
		SP:Iteration 22Q (41135.410000 sec): 3 clusters
  Score: Raw -110908.007474 + Penalty 2325.249991 = -108582.757483
  nChanged 0
		SP:Iteration 23F (41135.430000 sec): 3 clusters
  Score: Raw -110908.007474 + Penalty 2325.249991 = -108582.757483
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 94 (1859 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (41135.500000 sec): 2 clusters
  Score: Raw -149944.722584 + Penalty 1223.266523 = -148721.456061
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (41135.530000 sec): 3 clusters
  Score: Raw -149180.291319 + Penalty 2446.533046 = -146733.758273
  nChanged 632
		SP:Iteration 1F (41135.570000 sec): 3 clusters
  Score: Raw -149608.799825 + Penalty 2446.533046 = -147162.266779
  nChanged 159
		SP:Iteration 2F (41135.610000 sec): 3 clusters
  Score: Raw -149767.144323 + Penalty 2446.533046 = -147320.611277
  nChanged 119
		SP:Iteration 3F (41135.640000 sec): 3 clusters
  Score: Raw -149894.718275 + Penalty 2446.533046 = -147448.185229
  nChanged 95
		SP:Iteration 4F (41135.680000 sec): 3 clusters
  Score: Raw -149999.346405 + Penalty 2446.533046 = -147552.813359
  nChanged 80
		SP:Iteration 5Q (41135.720000 sec): 3 clusters
  Score: Raw -150094.609190 + Penalty 2446.533046 = -147648.076144
  nChanged 77
		SP:Iteration 6Q (41135.750000 sec): 3 clusters
  Score: Raw -150179.707601 + Penalty 2446.533046 = -147733.174555
  nChanged 74
		SP:Iteration 7Q (41135.790000 sec): 3 clusters
  Score: Raw -150269.966920 + Penalty 2446.533046 = -147823.433874
  nChanged 61
		SP:Iteration 8Q (41135.830000 sec): 3 clusters
  Score: Raw -150334.191429 + Penalty 2446.533046 = -147887.658383
  nChanged 42
		SP:Iteration 9Q (41135.860000 sec): 3 clusters
  Score: Raw -150376.151357 + Penalty 2446.533046 = -147929.618311
  nChanged 35
		SP:Iteration 10Q (41135.900000 sec): 3 clusters
  Score: Raw -150418.354751 + Penalty 2446.533046 = -147971.821705
  nChanged 37
		SP:Iteration 11Q (41135.930000 sec): 3 clusters
  Score: Raw -150454.759693 + Penalty 2446.533046 = -148008.226647
  nChanged 39
		SP:Iteration 12Q (41135.970000 sec): 3 clusters
  Score: Raw -150490.618350 + Penalty 2446.533046 = -148044.085304
  nChanged 26
		SP:Iteration 13Q (41136.010000 sec): 3 clusters
  Score: Raw -150509.847639 + Penalty 2446.533046 = -148063.314593
  nChanged 22
		SP:Iteration 14Q (41136.040000 sec): 3 clusters
  Score: Raw -150538.308620 + Penalty 2446.533046 = -148091.775574
  nChanged 21
		SP:Iteration 15Q (41136.080000 sec): 3 clusters
  Score: Raw -150582.752285 + Penalty 2446.533046 = -148136.219239
  nChanged 29
		SP:Iteration 16Q (41136.110000 sec): 3 clusters
  Score: Raw -150630.421727 + Penalty 2446.533046 = -148183.888681
  nChanged 25
		SP:Iteration 17Q (41136.150000 sec): 3 clusters
  Score: Raw -150657.933344 + Penalty 2446.533046 = -148211.400298
  nChanged 24
		SP:Iteration 18Q (41136.180000 sec): 3 clusters
  Score: Raw -150678.766905 + Penalty 2446.533046 = -148232.233859
  nChanged 12
		SP:Iteration 19Q (41136.220000 sec): 3 clusters
  Score: Raw -150687.567091 + Penalty 2446.533046 = -148241.034045
  nChanged 12
		SP:Iteration 20F (41136.250000 sec): 3 clusters
  Score: Raw -150695.792686 + Penalty 2446.533046 = -148249.259640
  nChanged 10
		SP:Iteration 21Q (41136.290000 sec): 3 clusters
  Score: Raw -150701.959065 + Penalty 2446.533046 = -148255.426019
  nChanged 7
		SP:Iteration 22Q (41136.330000 sec): 3 clusters
  Score: Raw -150705.782769 + Penalty 2446.533046 = -148259.249723
  nChanged 4
		SP:Iteration 23Q (41136.360000 sec): 3 clusters
  Score: Raw -150710.136523 + Penalty 2446.533046 = -148263.603477
  nChanged 4
		SP:Iteration 24Q (41136.390000 sec): 3 clusters
  Score: Raw -150711.673085 + Penalty 2446.533046 = -148265.140039
  nChanged 1
		SP:Iteration 25Q (41136.430000 sec): 3 clusters
  Score: Raw -150712.079255 + Penalty 2446.533046 = -148265.546209
  nChanged 0
		SP:Iteration 26F (41136.470000 sec): 3 clusters
  Score: Raw -150712.079255 + Penalty 2446.533046 = -148265.546209
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 95 (461 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (41136.510000 sec): 2 clusters
  Score: Raw -43609.993728 + Penalty 996.677182 = -42613.316546
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (41136.520000 sec): 3 clusters
  Score: Raw -43551.415755 + Penalty 1993.354364 = -41558.061391
  nChanged 98
		SP:Iteration 1F (41136.530000 sec): 3 clusters
  Score: Raw -43693.723966 + Penalty 1993.354364 = -41700.369602
  nChanged 26
		SP:Iteration 2F (41136.540000 sec): 3 clusters
  Score: Raw -43726.140391 + Penalty 1993.354364 = -41732.786027
  nChanged 9
		SP:Iteration 3Q (41136.550000 sec): 3 clusters
  Score: Raw -43738.246034 + Penalty 1993.354364 = -41744.891670
  nChanged 3
		SP:Iteration 4Q (41136.560000 sec): 3 clusters
  Score: Raw -43745.489430 + Penalty 1993.354364 = -41752.135066
  nChanged 4
		SP:Iteration 5Q (41136.570000 sec): 3 clusters
  Score: Raw -43751.793339 + Penalty 1993.354364 = -41758.438975
  nChanged 0
		SP:Iteration 6F (41136.580000 sec): 3 clusters
  Score: Raw -43751.793339 + Penalty 1993.354364 = -41758.438975
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 96 (2422 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (41136.650000 sec): 2 clusters
  Score: Raw -195551.614690 + Penalty 1266.256700 = -194285.357990
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (41136.700000 sec): 3 clusters
  Score: Raw -194515.065425 + Penalty 2532.513400 = -191982.552024
  nChanged 890
		SP:Iteration 1F (41136.740000 sec): 3 clusters
  Score: Raw -195244.044376 + Penalty 2532.513400 = -192711.530976
  nChanged 238
		SP:Iteration 2F (41136.790000 sec): 3 clusters
  Score: Raw -195508.560695 + Penalty 2532.513400 = -192976.047295
  nChanged 187
		SP:Iteration 3F (41136.840000 sec): 3 clusters
  Score: Raw -195776.822863 + Penalty 2532.513400 = -193244.309463
  nChanged 169
		SP:Iteration 4F (41136.880000 sec): 3 clusters
  Score: Raw -196021.131604 + Penalty 2532.513400 = -193488.618203
  nChanged 140
		SP:Iteration 5F (41136.930000 sec): 3 clusters
  Score: Raw -196211.840163 + Penalty 2532.513400 = -193679.326762
  nChanged 110
		SP:Iteration 6Q (41136.970000 sec): 3 clusters
  Score: Raw -196343.235611 + Penalty 2532.513400 = -193810.722211
  nChanged 62
		SP:Iteration 7Q (41137.020000 sec): 3 clusters
  Score: Raw -196404.785826 + Penalty 2532.513400 = -193872.272425
  nChanged 48
		SP:Iteration 8Q (41137.070000 sec): 3 clusters
  Score: Raw -196447.138596 + Penalty 2532.513400 = -193914.625196
  nChanged 40
		SP:Iteration 9Q (41137.110000 sec): 3 clusters
  Score: Raw -196482.061775 + Penalty 2532.513400 = -193949.548375
  nChanged 46
		SP:Iteration 10Q (41137.160000 sec): 3 clusters
  Score: Raw -196511.601745 + Penalty 2532.513400 = -193979.088345
  nChanged 24
		SP:Iteration 11Q (41137.210000 sec): 3 clusters
  Score: Raw -196531.200097 + Penalty 2532.513400 = -193998.686697
  nChanged 23
		SP:Iteration 12Q (41137.250000 sec): 3 clusters
  Score: Raw -196542.897591 + Penalty 2532.513400 = -194010.384191
  nChanged 15
		SP:Iteration 13Q (41137.300000 sec): 3 clusters
  Score: Raw -196549.004639 + Penalty 2532.513400 = -194016.491238
  nChanged 3
		SP:Iteration 14Q (41137.340000 sec): 3 clusters
  Score: Raw -196550.016688 + Penalty 2532.513400 = -194017.503288
  nChanged 3
		SP:Iteration 15Q (41137.390000 sec): 3 clusters
  Score: Raw -196550.865125 + Penalty 2532.513400 = -194018.351724
  nChanged 3
		SP:Iteration 16Q (41137.430000 sec): 3 clusters
  Score: Raw -196551.977389 + Penalty 2532.513400 = -194019.463989
  nChanged 2
		SP:Iteration 17Q (41137.480000 sec): 3 clusters
  Score: Raw -196552.378845 + Penalty 2532.513400 = -194019.865445
  nChanged 0
		SP:Iteration 18F (41137.530000 sec): 3 clusters
  Score: Raw -196552.378845 + Penalty 2532.513400 = -194019.865445
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 97 (5213 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (41137.620000 sec): 2 clusters
  Score: Raw -448166.019230 + Penalty 1390.823003 = -446775.196228
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (41137.740000 sec): 3 clusters
  Score: Raw -445500.216920 + Penalty 2781.646005 = -442718.570915
  nChanged 2104
		SP:Iteration 1F (41137.840000 sec): 3 clusters
  Score: Raw -446584.985540 + Penalty 2781.646005 = -443803.339535
  nChanged 339
		SP:Iteration 2F (41137.930000 sec): 3 clusters
  Score: Raw -446751.830913 + Penalty 2781.646005 = -443970.184908
  nChanged 293
		SP:Iteration 3F (41138.030000 sec): 3 clusters
  Score: Raw -446894.720283 + Penalty 2781.646005 = -444113.074278
  nChanged 235
		SP:Iteration 4Q (41138.130000 sec): 3 clusters
  Score: Raw -446998.236318 + Penalty 2781.646005 = -444216.590313
  nChanged 181
		SP:Iteration 5Q (41138.230000 sec): 3 clusters
  Score: Raw -447079.433727 + Penalty 2781.646005 = -444297.787722
  nChanged 184
		SP:Iteration 6Q (41138.330000 sec): 3 clusters
  Score: Raw -447167.465502 + Penalty 2781.646005 = -444385.819497
  nChanged 164
		SP:Iteration 7Q (41138.430000 sec): 3 clusters
  Score: Raw -447244.274177 + Penalty 2781.646005 = -444462.628172
  nChanged 160
		SP:Iteration 8Q (41138.530000 sec): 3 clusters
  Score: Raw -447323.991297 + Penalty 2781.646005 = -444542.345292
  nChanged 183
		SP:Iteration 9Q (41138.630000 sec): 3 clusters
  Score: Raw -447423.621241 + Penalty 2781.646005 = -444641.975236
  nChanged 185
		SP:Iteration 10Q (41138.730000 sec): 3 clusters
  Score: Raw -447519.335337 + Penalty 2781.646005 = -444737.689332
  nChanged 188
		SP:Iteration 11Q (41138.820000 sec): 3 clusters
  Score: Raw -447634.869098 + Penalty 2781.646005 = -444853.223093
  nChanged 188
		SP:Iteration 12Q (41138.920000 sec): 3 clusters
  Score: Raw -447750.105652 + Penalty 2781.646005 = -444968.459646
  nChanged 201
		SP:Iteration 13Q (41139.020000 sec): 3 clusters
  Score: Raw -447880.491007 + Penalty 2781.646005 = -445098.845002
  nChanged 181
		SP:Iteration 14Q (41139.120000 sec): 3 clusters
  Score: Raw -448002.583332 + Penalty 2781.646005 = -445220.937327
  nChanged 156
		SP:Iteration 15Q (41139.220000 sec): 3 clusters
  Score: Raw -448109.637975 + Penalty 2781.646005 = -445327.991970
  nChanged 148
		SP:Iteration 16Q (41139.310000 sec): 3 clusters
  Score: Raw -448211.072551 + Penalty 2781.646005 = -445429.426546
  nChanged 107
		SP:Iteration 17Q (41139.410000 sec): 3 clusters
  Score: Raw -448284.888948 + Penalty 2781.646005 = -445503.242943
  nChanged 84
		SP:Iteration 18Q (41139.510000 sec): 3 clusters
  Score: Raw -448332.233631 + Penalty 2781.646005 = -445550.587626
  nChanged 55
		SP:Iteration 19Q (41139.610000 sec): 3 clusters
  Score: Raw -448355.939612 + Penalty 2781.646005 = -445574.293607
  nChanged 35
		SP:Iteration 20F (41139.710000 sec): 3 clusters
  Score: Raw -448373.668123 + Penalty 2781.646005 = -445592.022118
  nChanged 32
		SP:Iteration 21Q (41139.810000 sec): 3 clusters
  Score: Raw -448388.707365 + Penalty 2781.646005 = -445607.061360
  nChanged 22
		SP:Iteration 22Q (41139.910000 sec): 3 clusters
  Score: Raw -448397.520184 + Penalty 2781.646005 = -445615.874179
  nChanged 17
		SP:Iteration 23Q (41140.010000 sec): 3 clusters
  Score: Raw -448404.645819 + Penalty 2781.646005 = -445622.999814
  nChanged 13
		SP:Iteration 24Q (41140.100000 sec): 3 clusters
  Score: Raw -448410.026517 + Penalty 2781.646005 = -445628.380512
  nChanged 17
		SP:Iteration 25Q (41140.200000 sec): 3 clusters
  Score: Raw -448418.052797 + Penalty 2781.646005 = -445636.406792
  nChanged 13
		SP:Iteration 26Q (41140.300000 sec): 3 clusters
  Score: Raw -448422.833133 + Penalty 2781.646005 = -445641.187128
  nChanged 11
		SP:Iteration 27Q (41140.400000 sec): 3 clusters
  Score: Raw -448426.623307 + Penalty 2781.646005 = -445644.977301
  nChanged 9
		SP:Iteration 28Q (41140.490000 sec): 3 clusters
  Score: Raw -448430.302802 + Penalty 2781.646005 = -445648.656797
  nChanged 6
		SP:Iteration 29Q (41140.590000 sec): 3 clusters
  Score: Raw -448432.994611 + Penalty 2781.646005 = -445651.348605
  nChanged 4
		SP:Iteration 30Q (41140.690000 sec): 3 clusters
  Score: Raw -448434.324321 + Penalty 2781.646005 = -445652.678316
  nChanged 5
		SP:Iteration 31Q (41140.790000 sec): 3 clusters
  Score: Raw -448436.449916 + Penalty 2781.646005 = -445654.803911
  nChanged 4
		SP:Iteration 32Q (41140.890000 sec): 3 clusters
  Score: Raw -448437.869049 + Penalty 2781.646005 = -445656.223044
  nChanged 4
		SP:Iteration 33Q (41140.990000 sec): 3 clusters
  Score: Raw -448439.813798 + Penalty 2781.646005 = -445658.167793
  nChanged 5
		SP:Iteration 34Q (41141.170000 sec): 3 clusters
  Score: Raw -448441.634050 + Penalty 2781.646005 = -445659.988044
  nChanged 3
		SP:Iteration 35Q (41141.390000 sec): 3 clusters
  Score: Raw -448442.566063 + Penalty 2781.646005 = -445660.920058
  nChanged 1
		SP:Iteration 36Q (41141.510000 sec): 3 clusters
  Score: Raw -448443.061959 + Penalty 2781.646005 = -445661.415954
  nChanged 2
		SP:Iteration 37Q (41141.610000 sec): 3 clusters
  Score: Raw -448443.792115 + Penalty 2781.646005 = -445662.146110
  nChanged 2
		SP:Iteration 38Q (41141.700000 sec): 3 clusters
  Score: Raw -448444.695260 + Penalty 2781.646005 = -445663.049255
  nChanged 0
		SP:Iteration 39F (41141.800000 sec): 3 clusters
  Score: Raw -448444.695260 + Penalty 2781.646005 = -445663.049255
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 98 (2675 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (41141.870000 sec): 2 clusters
  Score: Raw -219813.874653 + Penalty 1282.402007 = -218531.472646
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (41141.920000 sec): 3 clusters
  Score: Raw -218609.559393 + Penalty 2564.804014 = -216044.755378
  nChanged 979
		SP:Iteration 1F (41141.970000 sec): 3 clusters
  Score: Raw -219265.722663 + Penalty 2564.804014 = -216700.918648
  nChanged 243
		SP:Iteration 2F (41142.020000 sec): 3 clusters
  Score: Raw -219497.658665 + Penalty 2564.804014 = -216932.854651
  nChanged 199
		SP:Iteration 3F (41142.070000 sec): 3 clusters
  Score: Raw -219734.786705 + Penalty 2564.804014 = -217169.982690
  nChanged 158
		SP:Iteration 4F (41142.130000 sec): 3 clusters
  Score: Raw -219908.136611 + Penalty 2564.804014 = -217343.332597
  nChanged 126
		SP:Iteration 5Q (41142.180000 sec): 3 clusters
  Score: Raw -220030.579662 + Penalty 2564.804014 = -217465.775648
  nChanged 102
		SP:Iteration 6Q (41142.230000 sec): 3 clusters
  Score: Raw -220134.036024 + Penalty 2564.804014 = -217569.232010
  nChanged 90
		SP:Iteration 7Q (41142.280000 sec): 3 clusters
  Score: Raw -220233.215799 + Penalty 2564.804014 = -217668.411784
  nChanged 83
		SP:Iteration 8Q (41142.330000 sec): 3 clusters
  Score: Raw -220307.514215 + Penalty 2564.804014 = -217742.710201
  nChanged 70
		SP:Iteration 9Q (41142.380000 sec): 3 clusters
  Score: Raw -220379.795852 + Penalty 2564.804014 = -217814.991838
  nChanged 64
		SP:Iteration 10Q (41142.430000 sec): 3 clusters
  Score: Raw -220432.572585 + Penalty 2564.804014 = -217867.768571
  nChanged 53
		SP:Iteration 11Q (41142.480000 sec): 3 clusters
  Score: Raw -220479.347810 + Penalty 2564.804014 = -217914.543796
  nChanged 38
		SP:Iteration 12Q (41142.530000 sec): 3 clusters
  Score: Raw -220519.134420 + Penalty 2564.804014 = -217954.330406
  nChanged 38
		SP:Iteration 13Q (41142.580000 sec): 3 clusters
  Score: Raw -220555.210881 + Penalty 2564.804014 = -217990.406866
  nChanged 32
		SP:Iteration 14Q (41142.630000 sec): 3 clusters
  Score: Raw -220596.212553 + Penalty 2564.804014 = -218031.408539
  nChanged 31
		SP:Iteration 15Q (41142.680000 sec): 3 clusters
  Score: Raw -220637.801538 + Penalty 2564.804014 = -218072.997524
  nChanged 33
		SP:Iteration 16Q (41142.730000 sec): 3 clusters
  Score: Raw -220661.373327 + Penalty 2564.804014 = -218096.569313
  nChanged 26
		SP:Iteration 17Q (41142.780000 sec): 3 clusters
  Score: Raw -220680.210079 + Penalty 2564.804014 = -218115.406065
  nChanged 22
		SP:Iteration 18Q (41142.830000 sec): 3 clusters
  Score: Raw -220692.235596 + Penalty 2564.804014 = -218127.431582
  nChanged 14
		SP:Iteration 19Q (41142.880000 sec): 3 clusters
  Score: Raw -220702.571170 + Penalty 2564.804014 = -218137.767155
  nChanged 23
		SP:Iteration 20F (41142.930000 sec): 3 clusters
  Score: Raw -220729.564273 + Penalty 2564.804014 = -218164.760259
  nChanged 26
		SP:Iteration 21Q (41142.980000 sec): 3 clusters
  Score: Raw -220766.559164 + Penalty 2564.804014 = -218201.755150
  nChanged 30
		SP:Iteration 22Q (41143.030000 sec): 3 clusters
  Score: Raw -220798.384227 + Penalty 2564.804014 = -218233.580213
  nChanged 21
		SP:Iteration 23Q (41143.080000 sec): 3 clusters
  Score: Raw -220829.077818 + Penalty 2564.804014 = -218264.273803
  nChanged 21
		SP:Iteration 24Q (41143.130000 sec): 3 clusters
  Score: Raw -220867.002039 + Penalty 2564.804014 = -218302.198024
  nChanged 31
		SP:Iteration 25Q (41143.180000 sec): 3 clusters
  Score: Raw -220915.143361 + Penalty 2564.804014 = -218350.339347
  nChanged 19
		SP:Iteration 26Q (41143.230000 sec): 3 clusters
  Score: Raw -220936.957305 + Penalty 2564.804014 = -218372.153291
  nChanged 18
		SP:Iteration 27Q (41143.280000 sec): 3 clusters
  Score: Raw -220955.187250 + Penalty 2564.804014 = -218390.383235
  nChanged 13
		SP:Iteration 28Q (41143.330000 sec): 3 clusters
  Score: Raw -220963.784328 + Penalty 2564.804014 = -218398.980314
  nChanged 9
		SP:Iteration 29Q (41143.370000 sec): 3 clusters
  Score: Raw -220970.224734 + Penalty 2564.804014 = -218405.420720
  nChanged 5
		SP:Iteration 30Q (41143.420000 sec): 3 clusters
  Score: Raw -220972.619528 + Penalty 2564.804014 = -218407.815513
  nChanged 2
		SP:Iteration 31Q (41143.470000 sec): 3 clusters
  Score: Raw -220973.616004 + Penalty 2564.804014 = -218408.811990
  nChanged 2
		SP:Iteration 32Q (41143.520000 sec): 3 clusters
  Score: Raw -220974.974671 + Penalty 2564.804014 = -218410.170657
  nChanged 2
		SP:Iteration 33Q (41143.570000 sec): 3 clusters
  Score: Raw -220975.840092 + Penalty 2564.804014 = -218411.036078
  nChanged 3
		SP:Iteration 34Q (41143.610000 sec): 3 clusters
  Score: Raw -220978.640163 + Penalty 2564.804014 = -218413.836149
  nChanged 1
		SP:Iteration 35Q (41143.660000 sec): 3 clusters
  Score: Raw -220979.829127 + Penalty 2564.804014 = -218415.025113
  nChanged 3
		SP:Iteration 36Q (41143.710000 sec): 3 clusters
  Score: Raw -220982.528640 + Penalty 2564.804014 = -218417.724626
  nChanged 5
		SP:Iteration 37Q (41143.760000 sec): 3 clusters
  Score: Raw -220986.338318 + Penalty 2564.804014 = -218421.534303
  nChanged 4
		SP:Iteration 38Q (41143.810000 sec): 3 clusters
  Score: Raw -220987.701664 + Penalty 2564.804014 = -218422.897650
  nChanged 3
		SP:Iteration 39Q (41143.860000 sec): 3 clusters
  Score: Raw -220988.838394 + Penalty 2564.804014 = -218424.034379
  nChanged 1
		SP:Iteration 40F (41143.910000 sec): 3 clusters
  Score: Raw -220989.151286 + Penalty 2564.804014 = -218424.347272
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 99 (3050 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (41143.970000 sec): 2 clusters
  Score: Raw -273330.129014 + Penalty 1303.720741 = -272026.408272
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (41144.030000 sec): 3 clusters
  Score: Raw -271903.437176 + Penalty 2607.441483 = -269295.995693
  nChanged 1193
		SP:Iteration 1F (41144.090000 sec): 3 clusters
  Score: Raw -272659.030803 + Penalty 2607.441483 = -270051.589321
  nChanged 245
		SP:Iteration 2F (41144.150000 sec): 3 clusters
  Score: Raw -272835.510789 + Penalty 2607.441483 = -270228.069306
  nChanged 176
		SP:Iteration 3F (41144.210000 sec): 3 clusters
  Score: Raw -272974.275604 + Penalty 2607.441483 = -270366.834122
  nChanged 151
		SP:Iteration 4Q (41144.270000 sec): 3 clusters
  Score: Raw -273106.245640 + Penalty 2607.441483 = -270498.804157
  nChanged 141
		SP:Iteration 5Q (41144.330000 sec): 3 clusters
  Score: Raw -273221.251441 + Penalty 2607.441483 = -270613.809958
  nChanged 121
		SP:Iteration 6Q (41144.390000 sec): 3 clusters
  Score: Raw -273313.789084 + Penalty 2607.441483 = -270706.347602
  nChanged 105
		SP:Iteration 7Q (41144.450000 sec): 3 clusters
  Score: Raw -273390.369836 + Penalty 2607.441483 = -270782.928353
  nChanged 100
		SP:Iteration 8Q (41144.510000 sec): 3 clusters
  Score: Raw -273459.066396 + Penalty 2607.441483 = -270851.624914
  nChanged 83
		SP:Iteration 9Q (41144.570000 sec): 3 clusters
  Score: Raw -273508.393537 + Penalty 2607.441483 = -270900.952054
  nChanged 65
		SP:Iteration 10Q (41144.630000 sec): 3 clusters
  Score: Raw -273549.510201 + Penalty 2607.441483 = -270942.068719
  nChanged 63
		SP:Iteration 11Q (41144.680000 sec): 3 clusters
  Score: Raw -273589.097911 + Penalty 2607.441483 = -270981.656429
  nChanged 48
		SP:Iteration 12Q (41144.740000 sec): 3 clusters
  Score: Raw -273616.526299 + Penalty 2607.441483 = -271009.084816
  nChanged 35
		SP:Iteration 13Q (41144.800000 sec): 3 clusters
  Score: Raw -273632.151875 + Penalty 2607.441483 = -271024.710393
  nChanged 23
		SP:Iteration 14Q (41144.860000 sec): 3 clusters
  Score: Raw -273647.051093 + Penalty 2607.441483 = -271039.609610
  nChanged 24
		SP:Iteration 15Q (41144.920000 sec): 3 clusters
  Score: Raw -273660.150224 + Penalty 2607.441483 = -271052.708741
  nChanged 16
		SP:Iteration 16Q (41144.980000 sec): 3 clusters
  Score: Raw -273668.596519 + Penalty 2607.441483 = -271061.155036
  nChanged 12
		SP:Iteration 17Q (41145.040000 sec): 3 clusters
  Score: Raw -273674.800432 + Penalty 2607.441483 = -271067.358949
  nChanged 10
		SP:Iteration 18Q (41145.090000 sec): 3 clusters
  Score: Raw -273678.264407 + Penalty 2607.441483 = -271070.822924
  nChanged 7
		SP:Iteration 19Q (41145.150000 sec): 3 clusters
  Score: Raw -273680.219381 + Penalty 2607.441483 = -271072.777899
  nChanged 2
		SP:Iteration 20F (41145.210000 sec): 3 clusters
  Score: Raw -273680.460079 + Penalty 2607.441483 = -271073.018597
  nChanged 1
		SP:Iteration 21Q (41145.270000 sec): 3 clusters
  Score: Raw -273680.731998 + Penalty 2607.441483 = -271073.290515
  nChanged 0
		SP:Iteration 22F (41145.330000 sec): 3 clusters
  Score: Raw -273680.731998 + Penalty 2607.441483 = -271073.290515
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 100 (6753 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (41145.420000 sec): 2 clusters
  Score: Raw -576770.867056 + Penalty 1432.883096 = -575337.983960
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (41145.560000 sec): 3 clusters
  Score: Raw -573202.485320 + Penalty 2865.766192 = -570336.719128
  nChanged 2828
		SP:Iteration 1F (41145.670000 sec): 3 clusters
  Score: Raw -574811.323848 + Penalty 2865.766192 = -571945.557656
  nChanged 505
		SP:Iteration 2F (41145.780000 sec): 3 clusters
  Score: Raw -575111.347141 + Penalty 2865.766192 = -572245.580949
  nChanged 422
		SP:Iteration 3F (41145.890000 sec): 3 clusters
  Score: Raw -575354.031154 + Penalty 2865.766192 = -572488.264962
  nChanged 360
		SP:Iteration 4F (41146.000000 sec): 3 clusters
  Score: Raw -575578.291292 + Penalty 2865.766192 = -572712.525100
  nChanged 344
		SP:Iteration 5F (41146.120000 sec): 3 clusters
  Score: Raw -575769.799636 + Penalty 2865.766192 = -572904.033444
  nChanged 276
		SP:Iteration 6Q (41146.240000 sec): 3 clusters
  Score: Raw -575910.668904 + Penalty 2865.766192 = -573044.902712
  nChanged 222
		SP:Iteration 7Q (41146.370000 sec): 3 clusters
  Score: Raw -576023.100617 + Penalty 2865.766192 = -573157.334425
  nChanged 205
		SP:Iteration 8Q (41146.490000 sec): 3 clusters
  Score: Raw -576124.064307 + Penalty 2865.766192 = -573258.298115
  nChanged 183
		SP:Iteration 9Q (41146.620000 sec): 3 clusters
  Score: Raw -576224.161477 + Penalty 2865.766192 = -573358.395285
  nChanged 176
		SP:Iteration 10Q (41146.740000 sec): 3 clusters
  Score: Raw -576315.412191 + Penalty 2865.766192 = -573449.645999
  nChanged 180
		SP:Iteration 11Q (41146.860000 sec): 3 clusters
  Score: Raw -576410.162227 + Penalty 2865.766192 = -573544.396035
  nChanged 144
		SP:Iteration 12Q (41146.990000 sec): 3 clusters
  Score: Raw -576494.042449 + Penalty 2865.766192 = -573628.276257
  nChanged 145
		SP:Iteration 13Q (41147.110000 sec): 3 clusters
  Score: Raw -576580.948035 + Penalty 2865.766192 = -573715.181843
  nChanged 127
		SP:Iteration 14Q (41147.230000 sec): 3 clusters
  Score: Raw -576664.630806 + Penalty 2865.766192 = -573798.864613
  nChanged 120
		SP:Iteration 15Q (41147.350000 sec): 3 clusters
  Score: Raw -576739.362095 + Penalty 2865.766192 = -573873.595903
  nChanged 107
		SP:Iteration 16Q (41147.470000 sec): 3 clusters
  Score: Raw -576812.889097 + Penalty 2865.766192 = -573947.122905
  nChanged 103
		SP:Iteration 17Q (41147.590000 sec): 3 clusters
  Score: Raw -576889.997891 + Penalty 2865.766192 = -574024.231698
  nChanged 89
		SP:Iteration 18Q (41147.710000 sec): 3 clusters
  Score: Raw -576945.694137 + Penalty 2865.766192 = -574079.927945
  nChanged 60
		SP:Iteration 19Q (41147.830000 sec): 3 clusters
  Score: Raw -576985.554261 + Penalty 2865.766192 = -574119.788069
  nChanged 57
		SP:Iteration 20F (41147.950000 sec): 3 clusters
  Score: Raw -577021.486819 + Penalty 2865.766192 = -574155.720627
  nChanged 52
		SP:Iteration 21Q (41148.070000 sec): 3 clusters
  Score: Raw -577059.032532 + Penalty 2865.766192 = -574193.266339
  nChanged 50
		SP:Iteration 22Q (41148.180000 sec): 3 clusters
  Score: Raw -577089.945308 + Penalty 2865.766192 = -574224.179116
  nChanged 50
		SP:Iteration 23Q (41148.300000 sec): 3 clusters
  Score: Raw -577116.039525 + Penalty 2865.766192 = -574250.273333
  nChanged 40
		SP:Iteration 24Q (41148.410000 sec): 3 clusters
  Score: Raw -577137.011965 + Penalty 2865.766192 = -574271.245773
  nChanged 33
		SP:Iteration 25Q (41148.530000 sec): 3 clusters
  Score: Raw -577152.485845 + Penalty 2865.766192 = -574286.719653
  nChanged 32
		SP:Iteration 26Q (41148.650000 sec): 3 clusters
  Score: Raw -577167.836174 + Penalty 2865.766192 = -574302.069981
  nChanged 27
		SP:Iteration 27Q (41148.770000 sec): 3 clusters
  Score: Raw -577177.281926 + Penalty 2865.766192 = -574311.515734
  nChanged 15
		SP:Iteration 28Q (41148.880000 sec): 3 clusters
  Score: Raw -577182.963769 + Penalty 2865.766192 = -574317.197576
  nChanged 12
		SP:Iteration 29Q (41149.000000 sec): 3 clusters
  Score: Raw -577186.944099 + Penalty 2865.766192 = -574321.177907
  nChanged 7
		SP:Iteration 30Q (41149.110000 sec): 3 clusters
  Score: Raw -577190.163021 + Penalty 2865.766192 = -574324.396829
  nChanged 5
		SP:Iteration 31Q (41149.240000 sec): 3 clusters
  Score: Raw -577191.680857 + Penalty 2865.766192 = -574325.914665
  nChanged 4
		SP:Iteration 32Q (41149.350000 sec): 3 clusters
  Score: Raw -577192.999304 + Penalty 2865.766192 = -574327.233112
  nChanged 4
		SP:Iteration 33Q (41149.470000 sec): 3 clusters
  Score: Raw -577194.268902 + Penalty 2865.766192 = -574328.502709
  nChanged 4
		SP:Iteration 34Q (41149.580000 sec): 3 clusters
  Score: Raw -577195.377865 + Penalty 2865.766192 = -574329.611673
  nChanged 1
		SP:Iteration 35Q (41149.700000 sec): 3 clusters
  Score: Raw -577195.453399 + Penalty 2865.766192 = -574329.687207
  nChanged 0
		SP:Iteration 36F (41149.820000 sec): 3 clusters
  Score: Raw -577195.453399 + Penalty 2865.766192 = -574329.687207
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 101 (605 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (41149.880000 sec): 2 clusters
  Score: Raw -45587.640350 + Penalty 1040.849624 = -44546.790725
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (41149.890000 sec): 3 clusters
  Score: Raw -45503.363369 + Penalty 2081.699249 = -43421.664120
  nChanged 163
		SP:Iteration 1F (41149.900000 sec): 3 clusters
  Score: Raw -45713.490444 + Penalty 2081.699249 = -43631.791195
  nChanged 31
		SP:Iteration 2F (41149.920000 sec): 3 clusters
  Score: Raw -45749.518459 + Penalty 2081.699249 = -43667.819210
  nChanged 12
		SP:Iteration 3Q (41149.930000 sec): 3 clusters
  Score: Raw -45768.401814 + Penalty 2081.699249 = -43686.702565
  nChanged 12
		SP:Iteration 4Q (41149.940000 sec): 3 clusters
  Score: Raw -45781.229191 + Penalty 2081.699249 = -43699.529942
  nChanged 9
		SP:Iteration 5Q (41149.960000 sec): 3 clusters
  Score: Raw -45789.860672 + Penalty 2081.699249 = -43708.161423
  nChanged 2
		SP:Iteration 6Q (41149.970000 sec): 3 clusters
  Score: Raw -45792.205119 + Penalty 2081.699249 = -43710.505870
  nChanged 3
		SP:Iteration 7Q (41149.980000 sec): 3 clusters
  Score: Raw -45795.801107 + Penalty 2081.699249 = -43714.101858
  nChanged 3
		SP:Iteration 8Q (41150.000000 sec): 3 clusters
  Score: Raw -45800.348262 + Penalty 2081.699249 = -43718.649013
  nChanged 2
		SP:Iteration 9Q (41150.010000 sec): 3 clusters
  Score: Raw -45802.464289 + Penalty 2081.699249 = -43720.765040
  nChanged 2
		SP:Iteration 10Q (41150.020000 sec): 3 clusters
  Score: Raw -45808.374534 + Penalty 2081.699249 = -43726.675285
  nChanged 3
		SP:Iteration 11Q (41150.040000 sec): 3 clusters
  Score: Raw -45814.736151 + Penalty 2081.699249 = -43733.036903
  nChanged 1
		SP:Iteration 12Q (41150.050000 sec): 3 clusters
  Score: Raw -45815.053911 + Penalty 2081.699249 = -43733.354663
  nChanged 1
		SP:Iteration 13Q (41150.060000 sec): 3 clusters
  Score: Raw -45815.595894 + Penalty 2081.699249 = -43733.896646
  nChanged 0
		SP:Iteration 14F (41150.070000 sec): 3 clusters
  Score: Raw -45815.595894 + Penalty 2081.699249 = -43733.896646
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 102 (1393 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (41150.140000 sec): 2 clusters
  Score: Raw -116420.168231 + Penalty 1176.372433 = -115243.795798
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (41150.160000 sec): 3 clusters
  Score: Raw -115879.496341 + Penalty 2352.744866 = -113526.751475
  nChanged 488
		SP:Iteration 1F (41150.190000 sec): 3 clusters
  Score: Raw -116221.943445 + Penalty 2352.744866 = -113869.198579
  nChanged 106
		SP:Iteration 2F (41150.220000 sec): 3 clusters
  Score: Raw -116316.399118 + Penalty 2352.744866 = -113963.654251
  nChanged 64
		SP:Iteration 3Q (41150.250000 sec): 3 clusters
  Score: Raw -116384.376815 + Penalty 2352.744866 = -114031.631949
  nChanged 51
		SP:Iteration 4Q (41150.280000 sec): 3 clusters
  Score: Raw -116427.992015 + Penalty 2352.744866 = -114075.247149
  nChanged 47
		SP:Iteration 5Q (41150.300000 sec): 3 clusters
  Score: Raw -116461.195514 + Penalty 2352.744866 = -114108.450648
  nChanged 24
		SP:Iteration 6Q (41150.330000 sec): 3 clusters
  Score: Raw -116481.298695 + Penalty 2352.744866 = -114128.553828
  nChanged 23
		SP:Iteration 7Q (41150.360000 sec): 3 clusters
  Score: Raw -116493.559044 + Penalty 2352.744866 = -114140.814177
  nChanged 14
		SP:Iteration 8Q (41150.390000 sec): 3 clusters
  Score: Raw -116500.143105 + Penalty 2352.744866 = -114147.398239
  nChanged 11
		SP:Iteration 9Q (41150.420000 sec): 3 clusters
  Score: Raw -116507.008134 + Penalty 2352.744866 = -114154.263267
  nChanged 5
		SP:Iteration 10Q (41150.440000 sec): 3 clusters
  Score: Raw -116510.640270 + Penalty 2352.744866 = -114157.895404
  nChanged 11
		SP:Iteration 11Q (41150.470000 sec): 3 clusters
  Score: Raw -116516.036437 + Penalty 2352.744866 = -114163.291570
  nChanged 8
		SP:Iteration 12Q (41150.500000 sec): 3 clusters
  Score: Raw -116521.248231 + Penalty 2352.744866 = -114168.503365
  nChanged 9
		SP:Iteration 13Q (41150.520000 sec): 3 clusters
  Score: Raw -116527.940441 + Penalty 2352.744866 = -114175.195574
  nChanged 11
		SP:Iteration 14Q (41150.550000 sec): 3 clusters
  Score: Raw -116534.680866 + Penalty 2352.744866 = -114181.935999
  nChanged 10
		SP:Iteration 15Q (41150.580000 sec): 3 clusters
  Score: Raw -116540.316662 + Penalty 2352.744866 = -114187.571795
  nChanged 13
		SP:Iteration 16Q (41150.610000 sec): 3 clusters
  Score: Raw -116549.232315 + Penalty 2352.744866 = -114196.487449
  nChanged 6
		SP:Iteration 17Q (41150.640000 sec): 3 clusters
  Score: Raw -116552.414409 + Penalty 2352.744866 = -114199.669543
  nChanged 6
		SP:Iteration 18Q (41150.660000 sec): 3 clusters
  Score: Raw -116557.956562 + Penalty 2352.744866 = -114205.211695
  nChanged 8
		SP:Iteration 19Q (41150.690000 sec): 3 clusters
  Score: Raw -116561.572936 + Penalty 2352.744866 = -114208.828070
  nChanged 7
		SP:Iteration 20F (41150.720000 sec): 3 clusters
  Score: Raw -116565.551470 + Penalty 2352.744866 = -114212.806604
  nChanged 11
		SP:Iteration 21Q (41150.750000 sec): 3 clusters
  Score: Raw -116573.433188 + Penalty 2352.744866 = -114220.688321
  nChanged 14
		SP:Iteration 22Q (41150.780000 sec): 3 clusters
  Score: Raw -116583.962030 + Penalty 2352.744866 = -114231.217164
  nChanged 15
		SP:Iteration 23Q (41150.800000 sec): 3 clusters
  Score: Raw -116593.715097 + Penalty 2352.744866 = -114240.970230
  nChanged 11
		SP:Iteration 24Q (41150.830000 sec): 3 clusters
  Score: Raw -116603.769525 + Penalty 2352.744866 = -114251.024658
  nChanged 14
		SP:Iteration 25Q (41150.860000 sec): 3 clusters
  Score: Raw -116613.193170 + Penalty 2352.744866 = -114260.448303
  nChanged 10
		SP:Iteration 26Q (41150.890000 sec): 3 clusters
  Score: Raw -116617.634652 + Penalty 2352.744866 = -114264.889786
  nChanged 6
		SP:Iteration 27Q (41150.920000 sec): 3 clusters
  Score: Raw -116620.720042 + Penalty 2352.744866 = -114267.975175
  nChanged 4
		SP:Iteration 28Q (41150.940000 sec): 3 clusters
  Score: Raw -116622.232719 + Penalty 2352.744866 = -114269.487853
  nChanged 4
		SP:Iteration 29Q (41150.970000 sec): 3 clusters
  Score: Raw -116624.240106 + Penalty 2352.744866 = -114271.495239
  nChanged 0
		SP:Iteration 30F (41151.000000 sec): 3 clusters
  Score: Raw -116624.240106 + Penalty 2352.744866 = -114271.495239
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 103 (672 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (41151.040000 sec): 2 clusters
  Score: Raw -49155.878332 + Penalty 1057.916980 = -48097.961352
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (41151.060000 sec): 3 clusters
  Score: Raw -49060.375416 + Penalty 2115.833961 = -46944.541456
  nChanged 175
		SP:Iteration 1F (41151.080000 sec): 3 clusters
  Score: Raw -49357.176621 + Penalty 2115.833961 = -47241.342660
  nChanged 56
		SP:Iteration 2F (41151.090000 sec): 3 clusters
  Score: Raw -49535.444924 + Penalty 2115.833961 = -47419.610963
  nChanged 45
		SP:Iteration 3F (41151.100000 sec): 3 clusters
  Score: Raw -49659.571436 + Penalty 2115.833961 = -47543.737475
  nChanged 21
		SP:Iteration 4Q (41151.120000 sec): 3 clusters
  Score: Raw -49698.263791 + Penalty 2115.833961 = -47582.429830
  nChanged 8
		SP:Iteration 5Q (41151.130000 sec): 3 clusters
  Score: Raw -49715.187826 + Penalty 2115.833961 = -47599.353865
  nChanged 8
		SP:Iteration 6Q (41151.140000 sec): 3 clusters
  Score: Raw -49729.879332 + Penalty 2115.833961 = -47614.045371
  nChanged 6
		SP:Iteration 7Q (41151.160000 sec): 3 clusters
  Score: Raw -49741.623975 + Penalty 2115.833961 = -47625.790015
  nChanged 5
		SP:Iteration 8Q (41151.170000 sec): 3 clusters
  Score: Raw -49745.459235 + Penalty 2115.833961 = -47629.625274
  nChanged 2
		SP:Iteration 9Q (41151.190000 sec): 3 clusters
  Score: Raw -49747.001143 + Penalty 2115.833961 = -47631.167182
  nChanged 2
		SP:Iteration 10Q (41151.200000 sec): 3 clusters
  Score: Raw -49749.608665 + Penalty 2115.833961 = -47633.774704
  nChanged 2
		SP:Iteration 11Q (41151.220000 sec): 3 clusters
  Score: Raw -49750.783389 + Penalty 2115.833961 = -47634.949428
  nChanged 0
		SP:Iteration 12F (41151.230000 sec): 3 clusters
  Score: Raw -49750.783389 + Penalty 2115.833961 = -47634.949428
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 104 (2612 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (41151.300000 sec): 2 clusters
  Score: Raw -247806.601974 + Penalty 1278.529117 = -246528.072856
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (41151.350000 sec): 3 clusters
  Score: Raw -246616.910573 + Penalty 2557.058234 = -244059.852338
  nChanged 932
		SP:Iteration 1F (41151.400000 sec): 3 clusters
  Score: Raw -247189.537047 + Penalty 2557.058234 = -244632.478812
  nChanged 174
		SP:Iteration 2F (41151.450000 sec): 3 clusters
  Score: Raw -247302.683254 + Penalty 2557.058234 = -244745.625020
  nChanged 111
		SP:Iteration 3Q (41151.500000 sec): 3 clusters
  Score: Raw -247353.535159 + Penalty 2557.058234 = -244796.476924
  nChanged 67
		SP:Iteration 4Q (41151.560000 sec): 3 clusters
  Score: Raw -247375.935255 + Penalty 2557.058234 = -244818.877020
  nChanged 39
		SP:Iteration 5Q (41151.610000 sec): 3 clusters
  Score: Raw -247390.945832 + Penalty 2557.058234 = -244833.887598
  nChanged 43
		SP:Iteration 6Q (41151.660000 sec): 3 clusters
  Score: Raw -247408.055321 + Penalty 2557.058234 = -244850.997087
  nChanged 34
		SP:Iteration 7Q (41151.710000 sec): 3 clusters
  Score: Raw -247423.304242 + Penalty 2557.058234 = -244866.246008
  nChanged 35
		SP:Iteration 8Q (41151.760000 sec): 3 clusters
  Score: Raw -247433.612869 + Penalty 2557.058234 = -244876.554635
  nChanged 22
		SP:Iteration 9Q (41151.820000 sec): 3 clusters
  Score: Raw -247441.851546 + Penalty 2557.058234 = -244884.793312
  nChanged 17
		SP:Iteration 10Q (41151.870000 sec): 3 clusters
  Score: Raw -247448.641674 + Penalty 2557.058234 = -244891.583440
  nChanged 17
		SP:Iteration 11Q (41151.920000 sec): 3 clusters
  Score: Raw -247455.888017 + Penalty 2557.058234 = -244898.829782
  nChanged 18
		SP:Iteration 12Q (41151.970000 sec): 3 clusters
  Score: Raw -247461.708366 + Penalty 2557.058234 = -244904.650131
  nChanged 14
		SP:Iteration 13Q (41152.020000 sec): 3 clusters
  Score: Raw -247465.396546 + Penalty 2557.058234 = -244908.338311
  nChanged 7
		SP:Iteration 14Q (41152.080000 sec): 3 clusters
  Score: Raw -247467.388230 + Penalty 2557.058234 = -244910.329996
  nChanged 4
		SP:Iteration 15Q (41152.130000 sec): 3 clusters
  Score: Raw -247468.255508 + Penalty 2557.058234 = -244911.197274
  nChanged 2
		SP:Iteration 16Q (41152.180000 sec): 3 clusters
  Score: Raw -247468.503865 + Penalty 2557.058234 = -244911.445630
  nChanged 1
		SP:Iteration 17Q (41152.230000 sec): 3 clusters
  Score: Raw -247468.708284 + Penalty 2557.058234 = -244911.650049
  nChanged 2
		SP:Iteration 18Q (41152.280000 sec): 3 clusters
  Score: Raw -247469.370674 + Penalty 2557.058234 = -244912.312440
  nChanged 3
		SP:Iteration 19Q (41152.340000 sec): 3 clusters
  Score: Raw -247471.119450 + Penalty 2557.058234 = -244914.061215
  nChanged 3
		SP:Iteration 20F (41152.380000 sec): 3 clusters
  Score: Raw -247471.759775 + Penalty 2557.058234 = -244914.701541
  nChanged 4
		SP:Iteration 21Q (41152.440000 sec): 3 clusters
  Score: Raw -247473.110912 + Penalty 2557.058234 = -244916.052678
  nChanged 2
		SP:Iteration 22Q (41152.490000 sec): 3 clusters
  Score: Raw -247473.468203 + Penalty 2557.058234 = -244916.409968
  nChanged 1
		SP:Iteration 23Q (41152.540000 sec): 3 clusters
  Score: Raw -247473.741993 + Penalty 2557.058234 = -244916.683759
  nChanged 2
		SP:Iteration 24Q (41152.590000 sec): 3 clusters
  Score: Raw -247474.043189 + Penalty 2557.058234 = -244916.984955
  nChanged 1
		SP:Iteration 25Q (41152.640000 sec): 3 clusters
  Score: Raw -247474.194782 + Penalty 2557.058234 = -244917.136547
  nChanged 0
		SP:Iteration 26F (41152.700000 sec): 3 clusters
  Score: Raw -247474.194782 + Penalty 2557.058234 = -244917.136547
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 105 (2895 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (41152.760000 sec): 2 clusters
  Score: Raw -234660.348884 + Penalty 1295.245313 = -233365.103571
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (41152.820000 sec): 3 clusters
  Score: Raw -233290.600977 + Penalty 2590.490627 = -230700.110350
  nChanged 1116
		SP:Iteration 1F (41152.880000 sec): 3 clusters
  Score: Raw -234063.787790 + Penalty 2590.490627 = -231473.297163
  nChanged 251
		SP:Iteration 2F (41152.930000 sec): 3 clusters
  Score: Raw -234270.549641 + Penalty 2590.490627 = -231680.059015
  nChanged 177
		SP:Iteration 3F (41152.990000 sec): 3 clusters
  Score: Raw -234406.576652 + Penalty 2590.490627 = -231816.086025
  nChanged 140
		SP:Iteration 4Q (41153.040000 sec): 3 clusters
  Score: Raw -234500.939105 + Penalty 2590.490627 = -231910.448479
  nChanged 103
		SP:Iteration 5Q (41153.100000 sec): 3 clusters
  Score: Raw -234572.616461 + Penalty 2590.490627 = -231982.125835
  nChanged 84
		SP:Iteration 6Q (41153.160000 sec): 3 clusters
  Score: Raw -234628.285592 + Penalty 2590.490627 = -232037.794966
  nChanged 64
		SP:Iteration 7Q (41153.210000 sec): 3 clusters
  Score: Raw -234667.987554 + Penalty 2590.490627 = -232077.496927
  nChanged 49
		SP:Iteration 8Q (41153.260000 sec): 3 clusters
  Score: Raw -234694.095032 + Penalty 2590.490627 = -232103.604405
  nChanged 38
		SP:Iteration 9Q (41153.320000 sec): 3 clusters
  Score: Raw -234714.501367 + Penalty 2590.490627 = -232124.010740
  nChanged 30
		SP:Iteration 10Q (41153.380000 sec): 3 clusters
  Score: Raw -234725.563304 + Penalty 2590.490627 = -232135.072677
  nChanged 20
		SP:Iteration 11Q (41153.430000 sec): 3 clusters
  Score: Raw -234732.555983 + Penalty 2590.490627 = -232142.065356
  nChanged 19
		SP:Iteration 12Q (41153.490000 sec): 3 clusters
  Score: Raw -234739.884344 + Penalty 2590.490627 = -232149.393717
  nChanged 15
		SP:Iteration 13Q (41153.540000 sec): 3 clusters
  Score: Raw -234744.219240 + Penalty 2590.490627 = -232153.728613
  nChanged 10
		SP:Iteration 14Q (41153.600000 sec): 3 clusters
  Score: Raw -234748.070976 + Penalty 2590.490627 = -232157.580349
  nChanged 10
		SP:Iteration 15Q (41153.660000 sec): 3 clusters
  Score: Raw -234753.038938 + Penalty 2590.490627 = -232162.548311
  nChanged 8
		SP:Iteration 16Q (41153.710000 sec): 3 clusters
  Score: Raw -234756.541200 + Penalty 2590.490627 = -232166.050573
  nChanged 7
		SP:Iteration 17Q (41153.770000 sec): 3 clusters
  Score: Raw -234759.895229 + Penalty 2590.490627 = -232169.404602
  nChanged 7
		SP:Iteration 18Q (41153.820000 sec): 3 clusters
  Score: Raw -234761.945583 + Penalty 2590.490627 = -232171.454957
  nChanged 5
		SP:Iteration 19Q (41153.880000 sec): 3 clusters
  Score: Raw -234763.140119 + Penalty 2590.490627 = -232172.649492
  nChanged 1
		SP:Iteration 20F (41153.930000 sec): 3 clusters
  Score: Raw -234763.361374 + Penalty 2590.490627 = -232172.870747
  nChanged 1
		SP:Iteration 21Q (41153.990000 sec): 3 clusters
  Score: Raw -234764.107040 + Penalty 2590.490627 = -232173.616413
  nChanged 3
		SP:Iteration 22Q (41154.040000 sec): 3 clusters
  Score: Raw -234765.534063 + Penalty 2590.490627 = -232175.043437
  nChanged 4
		SP:Iteration 23Q (41154.100000 sec): 3 clusters
  Score: Raw -234766.633439 + Penalty 2590.490627 = -232176.142812
  nChanged 4
		SP:Iteration 24Q (41154.160000 sec): 3 clusters
  Score: Raw -234768.079759 + Penalty 2590.490627 = -232177.589132
  nChanged 2
		SP:Iteration 25Q (41154.210000 sec): 3 clusters
  Score: Raw -234768.367163 + Penalty 2590.490627 = -232177.876536
  nChanged 0
		SP:Iteration 26F (41154.260000 sec): 3 clusters
  Score: Raw -234768.367163 + Penalty 2590.490627 = -232177.876536
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 106 (24583 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (41154.500000 sec): 2 clusters
  Score: Raw -2249231.191728 + Penalty 1642.844194 = -2247588.347534
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (41154.850000 sec): 3 clusters
  Score: Raw -2234238.287755 + Penalty 3285.688388 = -2230952.599366
  nChanged 11318
		SP:Iteration 1F (41155.160000 sec): 3 clusters
  Score: Raw -2240794.542261 + Penalty 3285.688388 = -2237508.853872
  nChanged 1536
		SP:Iteration 2F (41155.510000 sec): 3 clusters
  Score: Raw -2241582.455887 + Penalty 3285.688388 = -2238296.767499
  nChanged 1657
		SP:Iteration 3F (41155.820000 sec): 3 clusters
  Score: Raw -2242461.123260 + Penalty 3285.688388 = -2239175.434872
  nChanged 1651
		SP:Iteration 4F (41156.170000 sec): 3 clusters
  Score: Raw -2243411.963837 + Penalty 3285.688388 = -2240126.275449
  nChanged 1558
		SP:Iteration 5F (41156.470000 sec): 3 clusters
  Score: Raw -2244299.151379 + Penalty 3285.688388 = -2241013.462991
  nChanged 1382
		SP:Iteration 6F (41156.790000 sec): 3 clusters
  Score: Raw -2245097.046561 + Penalty 3285.688388 = -2241811.358172
  nChanged 1187
		SP:Iteration 7Q (41157.110000 sec): 3 clusters
  Score: Raw -2245777.496042 + Penalty 3285.688388 = -2242491.807653
  nChanged 1022
		SP:Iteration 8Q (41157.470000 sec): 3 clusters
  Score: Raw -2246379.230356 + Penalty 3285.688388 = -2243093.541968
  nChanged 848
		SP:Iteration 9Q (41157.830000 sec): 3 clusters
  Score: Raw -2246905.809815 + Penalty 3285.688388 = -2243620.121427
  nChanged 798
		SP:Iteration 10Q (41158.140000 sec): 3 clusters
  Score: Raw -2247457.204092 + Penalty 3285.688388 = -2244171.515704
  nChanged 685
		SP:Iteration 11Q (41158.500000 sec): 3 clusters
  Score: Raw -2247957.286717 + Penalty 3285.688388 = -2244671.598329
  nChanged 583
		SP:Iteration 12Q (41158.800000 sec): 3 clusters
  Score: Raw -2248396.062736 + Penalty 3285.688388 = -2245110.374347
  nChanged 445
		SP:Iteration 13Q (41159.140000 sec): 3 clusters
  Score: Raw -2248753.443137 + Penalty 3285.688388 = -2245467.754748
  nChanged 291
		SP:Iteration 14Q (41159.430000 sec): 3 clusters
  Score: Raw -2248980.788736 + Penalty 3285.688388 = -2245695.100348
  nChanged 192
		SP:Iteration 15Q (41159.760000 sec): 3 clusters
  Score: Raw -2249124.611942 + Penalty 3285.688388 = -2245838.923553
  nChanged 128
		SP:Iteration 16Q (41160.030000 sec): 3 clusters
  Score: Raw -2249218.417055 + Penalty 3285.688388 = -2245932.728666
  nChanged 85
		SP:Iteration 17Q (41160.310000 sec): 3 clusters
  Score: Raw -2249290.432484 + Penalty 3285.688388 = -2246004.744095
  nChanged 56
		SP:Iteration 18Q (41160.560000 sec): 3 clusters
  Score: Raw -2249337.717350 + Penalty 3285.688388 = -2246052.028961
  nChanged 45
		SP:Iteration 19Q (41160.820000 sec): 3 clusters
  Score: Raw -2249371.663345 + Penalty 3285.688388 = -2246085.974956
  nChanged 33
		SP:Iteration 20F (41161.120000 sec): 3 clusters
  Score: Raw -2249393.690725 + Penalty 3285.688388 = -2246108.002336
  nChanged 24
		SP:Iteration 21Q (41161.420000 sec): 3 clusters
  Score: Raw -2249407.211936 + Penalty 3285.688388 = -2246121.523548
  nChanged 21
		SP:Iteration 22Q (41161.690000 sec): 3 clusters
  Score: Raw -2249420.087808 + Penalty 3285.688388 = -2246134.399419
  nChanged 11
		SP:Iteration 23Q (41161.960000 sec): 3 clusters
  Score: Raw -2249425.589364 + Penalty 3285.688388 = -2246139.900976
  nChanged 10
		SP:Iteration 24Q (41162.230000 sec): 3 clusters
  Score: Raw -2249432.109502 + Penalty 3285.688388 = -2246146.421113
  nChanged 6
		SP:Iteration 25Q (41162.480000 sec): 3 clusters
  Score: Raw -2249437.824237 + Penalty 3285.688388 = -2246152.135849
  nChanged 9
		SP:Iteration 26Q (41162.750000 sec): 3 clusters
  Score: Raw -2249442.714411 + Penalty 3285.688388 = -2246157.026023
  nChanged 10
		SP:Iteration 27Q (41163.000000 sec): 3 clusters
  Score: Raw -2249447.064653 + Penalty 3285.688388 = -2246161.376264
  nChanged 5
		SP:Iteration 28Q (41163.260000 sec): 3 clusters
  Score: Raw -2249449.529150 + Penalty 3285.688388 = -2246163.840762
  nChanged 4
		SP:Iteration 29Q (41163.530000 sec): 3 clusters
  Score: Raw -2249450.787156 + Penalty 3285.688388 = -2246165.098768
  nChanged 1
		SP:Iteration 30Q (41163.790000 sec): 3 clusters
  Score: Raw -2249450.999513 + Penalty 3285.688388 = -2246165.311125
  nChanged 0
		SP:Iteration 31F (41164.080000 sec): 3 clusters
  Score: Raw -2249450.999513 + Penalty 3285.688388 = -2246165.311125
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 107 (1902 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (41164.140000 sec): 2 clusters
  Score: Raw -158444.039245 + Penalty 1226.982452 = -157217.056793
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (41164.190000 sec): 3 clusters
  Score: Raw -157666.587604 + Penalty 2453.964904 = -155212.622700
  nChanged 642
		SP:Iteration 1F (41164.250000 sec): 3 clusters
  Score: Raw -158113.865647 + Penalty 2453.964904 = -155659.900743
  nChanged 148
		SP:Iteration 2F (41164.280000 sec): 3 clusters
  Score: Raw -158246.203039 + Penalty 2453.964904 = -155792.238135
  nChanged 91
		SP:Iteration 3Q (41164.320000 sec): 3 clusters
  Score: Raw -158341.364701 + Penalty 2453.964904 = -155887.399797
  nChanged 76
		SP:Iteration 4Q (41164.360000 sec): 3 clusters
  Score: Raw -158392.934918 + Penalty 2453.964904 = -155938.970014
  nChanged 63
		SP:Iteration 5Q (41164.390000 sec): 3 clusters
  Score: Raw -158452.765008 + Penalty 2453.964904 = -155998.800104
  nChanged 56
		SP:Iteration 6Q (41164.430000 sec): 3 clusters
  Score: Raw -158497.840264 + Penalty 2453.964904 = -156043.875360
  nChanged 53
		SP:Iteration 7Q (41164.470000 sec): 3 clusters
  Score: Raw -158530.319375 + Penalty 2453.964904 = -156076.354471
  nChanged 38
		SP:Iteration 8Q (41164.510000 sec): 3 clusters
  Score: Raw -158552.370925 + Penalty 2453.964904 = -156098.406021
  nChanged 32
		SP:Iteration 9Q (41164.550000 sec): 3 clusters
  Score: Raw -158569.350296 + Penalty 2453.964904 = -156115.385392
  nChanged 15
		SP:Iteration 10Q (41164.580000 sec): 3 clusters
  Score: Raw -158576.560567 + Penalty 2453.964904 = -156122.595663
  nChanged 13
		SP:Iteration 11Q (41164.620000 sec): 3 clusters
  Score: Raw -158583.489732 + Penalty 2453.964904 = -156129.524828
  nChanged 11
		SP:Iteration 12Q (41164.660000 sec): 3 clusters
  Score: Raw -158589.669029 + Penalty 2453.964904 = -156135.704125
  nChanged 12
		SP:Iteration 13Q (41164.700000 sec): 3 clusters
  Score: Raw -158594.918884 + Penalty 2453.964904 = -156140.953980
  nChanged 7
		SP:Iteration 14Q (41164.730000 sec): 3 clusters
  Score: Raw -158601.811768 + Penalty 2453.964904 = -156147.846864
  nChanged 10
		SP:Iteration 15Q (41164.770000 sec): 3 clusters
  Score: Raw -158606.062508 + Penalty 2453.964904 = -156152.097604
  nChanged 5
		SP:Iteration 16Q (41164.810000 sec): 3 clusters
  Score: Raw -158607.225682 + Penalty 2453.964904 = -156153.260778
  nChanged 1
		SP:Iteration 17Q (41164.840000 sec): 3 clusters
  Score: Raw -158607.399754 + Penalty 2453.964904 = -156153.434850
  nChanged 0
		SP:Iteration 18F (41164.880000 sec): 3 clusters
  Score: Raw -158607.399754 + Penalty 2453.964904 = -156153.434850
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 108 (1687 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (41164.950000 sec): 2 clusters
  Score: Raw -147396.410411 + Penalty 1207.489901 = -146188.920510
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (41164.980000 sec): 3 clusters
  Score: Raw -146699.343735 + Penalty 2414.979802 = -144284.363933
  nChanged 574
		SP:Iteration 1F (41165.010000 sec): 3 clusters
  Score: Raw -147062.530731 + Penalty 2414.979802 = -144647.550929
  nChanged 112
		SP:Iteration 2F (41165.050000 sec): 3 clusters
  Score: Raw -147139.423258 + Penalty 2414.979802 = -144724.443456
  nChanged 60
		SP:Iteration 3Q (41165.080000 sec): 3 clusters
  Score: Raw -147177.110617 + Penalty 2414.979802 = -144762.130815
  nChanged 34
		SP:Iteration 4Q (41165.160000 sec): 3 clusters
  Score: Raw -147197.359199 + Penalty 2414.979802 = -144782.379397
  nChanged 23
		SP:Iteration 5Q (41165.210000 sec): 3 clusters
  Score: Raw -147208.358525 + Penalty 2414.979802 = -144793.378723
  nChanged 13
		SP:Iteration 6Q (41165.250000 sec): 3 clusters
  Score: Raw -147217.976719 + Penalty 2414.979802 = -144802.996917
  nChanged 19
		SP:Iteration 7Q (41165.300000 sec): 3 clusters
  Score: Raw -147232.056865 + Penalty 2414.979802 = -144817.077063
  nChanged 15
		SP:Iteration 8Q (41165.330000 sec): 3 clusters
  Score: Raw -147240.859898 + Penalty 2414.979802 = -144825.880096
  nChanged 13
		SP:Iteration 9Q (41165.360000 sec): 3 clusters
  Score: Raw -147247.211793 + Penalty 2414.979802 = -144832.231991
  nChanged 11
		SP:Iteration 10Q (41165.400000 sec): 3 clusters
  Score: Raw -147252.395119 + Penalty 2414.979802 = -144837.415317
  nChanged 7
		SP:Iteration 11Q (41165.430000 sec): 3 clusters
  Score: Raw -147258.084074 + Penalty 2414.979802 = -144843.104272
  nChanged 10
		SP:Iteration 12Q (41165.460000 sec): 3 clusters
  Score: Raw -147263.786525 + Penalty 2414.979802 = -144848.806723
  nChanged 9
		SP:Iteration 13Q (41165.500000 sec): 3 clusters
  Score: Raw -147267.016882 + Penalty 2414.979802 = -144852.037080
  nChanged 5
		SP:Iteration 14Q (41165.530000 sec): 3 clusters
  Score: Raw -147268.604127 + Penalty 2414.979802 = -144853.624325
  nChanged 0
		SP:Iteration 15F (41165.560000 sec): 3 clusters
  Score: Raw -147268.604127 + Penalty 2414.979802 = -144853.624325
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 109 (478 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (41165.610000 sec): 2 clusters
  Score: Raw -43370.331656 + Penalty 1002.561744 = -42367.769912
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (41165.620000 sec): 3 clusters
  Score: Raw -43315.809324 + Penalty 2005.123488 = -41310.685836
  nChanged 90
		SP:Iteration 1F (41165.630000 sec): 3 clusters
  Score: Raw -43449.548171 + Penalty 2005.123488 = -41444.424683
  nChanged 24
		SP:Iteration 2F (41165.640000 sec): 3 clusters
  Score: Raw -43494.155459 + Penalty 2005.123488 = -41489.031971
  nChanged 9
		SP:Iteration 3Q (41165.650000 sec): 3 clusters
  Score: Raw -43505.589380 + Penalty 2005.123488 = -41500.465892
  nChanged 5
		SP:Iteration 4Q (41165.660000 sec): 3 clusters
  Score: Raw -43510.954530 + Penalty 2005.123488 = -41505.831042
  nChanged 4
		SP:Iteration 5Q (41165.670000 sec): 3 clusters
  Score: Raw -43517.812738 + Penalty 2005.123488 = -41512.689249
  nChanged 0
		SP:Iteration 6F (41165.680000 sec): 3 clusters
  Score: Raw -43517.812738 + Penalty 2005.123488 = -41512.689249
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 110 (1252 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (41165.740000 sec): 2 clusters
  Score: Raw -103576.902502 + Penalty 1159.030852 = -102417.871650
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (41165.770000 sec): 3 clusters
  Score: Raw -103127.624969 + Penalty 2318.061704 = -100809.563265
  nChanged 386
		SP:Iteration 1F (41165.790000 sec): 3 clusters
  Score: Raw -103451.227694 + Penalty 2318.061704 = -101133.165990
  nChanged 94
		SP:Iteration 2F (41165.820000 sec): 3 clusters
  Score: Raw -103520.728562 + Penalty 2318.061704 = -101202.666858
  nChanged 43
		SP:Iteration 3Q (41165.840000 sec): 3 clusters
  Score: Raw -103553.336072 + Penalty 2318.061704 = -101235.274368
  nChanged 25
		SP:Iteration 4Q (41165.870000 sec): 3 clusters
  Score: Raw -103578.959184 + Penalty 2318.061704 = -101260.897480
  nChanged 27
		SP:Iteration 5Q (41165.890000 sec): 3 clusters
  Score: Raw -103601.654957 + Penalty 2318.061704 = -101283.593253
  nChanged 20
		SP:Iteration 6Q (41165.920000 sec): 3 clusters
  Score: Raw -103617.592840 + Penalty 2318.061704 = -101299.531135
  nChanged 19
		SP:Iteration 7Q (41165.940000 sec): 3 clusters
  Score: Raw -103629.365750 + Penalty 2318.061704 = -101311.304046
  nChanged 8
		SP:Iteration 8Q (41165.970000 sec): 3 clusters
  Score: Raw -103634.639288 + Penalty 2318.061704 = -101316.577584
  nChanged 8
		SP:Iteration 9Q (41165.990000 sec): 3 clusters
  Score: Raw -103640.076156 + Penalty 2318.061704 = -101322.014451
  nChanged 6
		SP:Iteration 10Q (41166.020000 sec): 3 clusters
  Score: Raw -103643.880191 + Penalty 2318.061704 = -101325.818486
  nChanged 3
		SP:Iteration 11Q (41166.040000 sec): 3 clusters
  Score: Raw -103645.167320 + Penalty 2318.061704 = -101327.105615
  nChanged 0
		SP:Iteration 12F (41166.070000 sec): 3 clusters
  Score: Raw -103645.167320 + Penalty 2318.061704 = -101327.105615
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 111 (2034 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (41166.130000 sec): 2 clusters
  Score: Raw -173538.545822 + Penalty 1237.885931 = -172300.659891
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (41166.170000 sec): 3 clusters
  Score: Raw -172607.142586 + Penalty 2475.771862 = -170131.370724
  nChanged 724
		SP:Iteration 1F (41166.210000 sec): 3 clusters
  Score: Raw -173064.751527 + Penalty 2475.771862 = -170588.979664
  nChanged 167
		SP:Iteration 2F (41166.250000 sec): 3 clusters
  Score: Raw -173192.640575 + Penalty 2475.771862 = -170716.868712
  nChanged 122
		SP:Iteration 3F (41166.290000 sec): 3 clusters
  Score: Raw -173285.674658 + Penalty 2475.771862 = -170809.902796
  nChanged 94
		SP:Iteration 4Q (41166.330000 sec): 3 clusters
  Score: Raw -173364.093355 + Penalty 2475.771862 = -170888.321493
  nChanged 88
		SP:Iteration 5Q (41166.370000 sec): 3 clusters
  Score: Raw -173432.546494 + Penalty 2475.771862 = -170956.774632
  nChanged 75
		SP:Iteration 6Q (41166.410000 sec): 3 clusters
  Score: Raw -173484.011720 + Penalty 2475.771862 = -171008.239858
  nChanged 60
		SP:Iteration 7Q (41166.450000 sec): 3 clusters
  Score: Raw -173520.907531 + Penalty 2475.771862 = -171045.135669
  nChanged 52
		SP:Iteration 8Q (41166.490000 sec): 3 clusters
  Score: Raw -173555.724296 + Penalty 2475.771862 = -171079.952433
  nChanged 40
		SP:Iteration 9Q (41166.530000 sec): 3 clusters
  Score: Raw -173583.775293 + Penalty 2475.771862 = -171108.003430
  nChanged 37
		SP:Iteration 10Q (41166.570000 sec): 3 clusters
  Score: Raw -173610.135744 + Penalty 2475.771862 = -171134.363882
  nChanged 33
		SP:Iteration 11Q (41166.610000 sec): 3 clusters
  Score: Raw -173630.071477 + Penalty 2475.771862 = -171154.299615
  nChanged 24
		SP:Iteration 12Q (41166.650000 sec): 3 clusters
  Score: Raw -173644.963537 + Penalty 2475.771862 = -171169.191675
  nChanged 24
		SP:Iteration 13Q (41166.690000 sec): 3 clusters
  Score: Raw -173659.031483 + Penalty 2475.771862 = -171183.259621
  nChanged 14
		SP:Iteration 14Q (41166.730000 sec): 3 clusters
  Score: Raw -173664.547144 + Penalty 2475.771862 = -171188.775282
  nChanged 7
		SP:Iteration 15Q (41166.770000 sec): 3 clusters
  Score: Raw -173667.694948 + Penalty 2475.771862 = -171191.923086
  nChanged 6
		SP:Iteration 16Q (41166.810000 sec): 3 clusters
  Score: Raw -173670.516891 + Penalty 2475.771862 = -171194.745029
  nChanged 7
		SP:Iteration 17Q (41166.850000 sec): 3 clusters
  Score: Raw -173674.691238 + Penalty 2475.771862 = -171198.919376
  nChanged 9
		SP:Iteration 18Q (41166.890000 sec): 3 clusters
  Score: Raw -173679.279532 + Penalty 2475.771862 = -171203.507670
  nChanged 7
		SP:Iteration 19Q (41166.930000 sec): 3 clusters
  Score: Raw -173684.299720 + Penalty 2475.771862 = -171208.527858
  nChanged 10
		SP:Iteration 20F (41166.970000 sec): 3 clusters
  Score: Raw -173691.337916 + Penalty 2475.771862 = -171215.566053
  nChanged 9
		SP:Iteration 21Q (41167.010000 sec): 3 clusters
  Score: Raw -173696.139156 + Penalty 2475.771862 = -171220.367294
  nChanged 6
		SP:Iteration 22Q (41167.050000 sec): 3 clusters
  Score: Raw -173698.765531 + Penalty 2475.771862 = -171222.993668
  nChanged 1
		SP:Iteration 23Q (41167.090000 sec): 3 clusters
  Score: Raw -173699.002599 + Penalty 2475.771862 = -171223.230736
  nChanged 0
		SP:Iteration 24F (41167.130000 sec): 3 clusters
  Score: Raw -173699.002599 + Penalty 2475.771862 = -171223.230736
  nChanged 0
Iteration 299Q (41412.470000 sec): 113 clusters
  Score: Raw -67033096.922940 + Penalty 247149.887823 = -66785947.035117
  nChanged 72
Iteration 300F (41748.340000 sec): 113 clusters
  Score: Raw -67033191.055234 + Penalty 247149.887823 = -66786041.167410
  nChanged 116
Iteration 301Q (41989.800000 sec): 113 clusters
  Score: Raw -67033265.935057 + Penalty 247149.887823 = -66786116.047234
  nChanged 87
Iteration 302Q (42231.300000 sec): 113 clusters
  Score: Raw -67033307.212651 + Penalty 247149.887823 = -66786157.324828
  nChanged 69
Iteration 303Q (42472.680000 sec): 113 clusters
  Score: Raw -67033334.413622 + Penalty 247149.887823 = -66786184.525799
  nChanged 48
Iteration 304Q (42714.630000 sec): 113 clusters
  Score: Raw -67033348.370988 + Penalty 247149.887823 = -66786198.483165
  nChanged 51
Iteration 305Q (42956.720000 sec): 113 clusters
  Score: Raw -67033359.937234 + Penalty 247149.887823 = -66786210.049410
  nChanged 43
Iteration 306Q (43198.830000 sec): 113 clusters
  Score: Raw -67033373.385489 + Penalty 247149.887823 = -66786223.497666
  nChanged 42
Iteration 307Q (43440.920000 sec): 113 clusters
  Score: Raw -67033381.712702 + Penalty 247149.887823 = -66786231.824879
  nChanged 26
Iteration 308Q (43681.810000 sec): 113 clusters
  Score: Raw -67033384.766120 + Penalty 247149.887823 = -66786234.878297
  nChanged 14
Iteration 309Q (43923.160000 sec): 113 clusters
  Score: Raw -67033386.778352 + Penalty 247149.887823 = -66786236.890529
  nChanged 10
Iteration 310Q (44165.260000 sec): 113 clusters
  Score: Raw -67033387.874582 + Penalty 247149.887823 = -66786237.986759
  nChanged 5
Iteration 311Q (44406.460000 sec): 113 clusters
  Score: Raw -67033388.420241 + Penalty 247149.887823 = -66786238.532418
  nChanged 2
Iteration 312Q (44647.990000 sec): 113 clusters
  Score: Raw -67033388.706271 + Penalty 247149.887823 = -66786238.818448
  nChanged 2
Iteration 313Q (44889.330000 sec): 113 clusters
  Score: Raw -67033389.115537 + Penalty 247149.887823 = -66786239.227713
  nChanged 3
Iteration 314Q (45130.830000 sec): 113 clusters
  Score: Raw -67033389.687940 + Penalty 247149.887823 = -66786239.800116
  nChanged 3
Iteration 315Q (45372.720000 sec): 113 clusters
  Score: Raw -67033390.064285 + Penalty 247149.887823 = -66786240.176462
  nChanged 2
Iteration 316Q (45613.530000 sec): 113 clusters
  Score: Raw -67033390.269517 + Penalty 247149.887823 = -66786240.381694
  nChanged 1
Iteration 317Q (45854.770000 sec): 113 clusters
  Score: Raw -67033390.316622 + Penalty 247149.887823 = -66786240.428798
  nChanged 0
Iteration 318F (46190.600000 sec): 113 clusters
  Score: Raw -67033390.316622 + Penalty 247149.887823 = -66786240.428798
  nChanged 0
Compute initial score before splitting:   Score: Raw -67033390.316622 + Penalty 247149.887823 = -66786240.428798
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 1 (5197 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46190.650000 sec): 2 clusters
  Score: Raw -491943.009113 + Penalty 1390.323482 = -490552.685631
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46190.780000 sec): 3 clusters
  Score: Raw -489219.521211 + Penalty 2780.646965 = -486438.874246
  nChanged 2154
		SP:Iteration 1F (46190.870000 sec): 3 clusters
  Score: Raw -490344.933770 + Penalty 2780.646965 = -487564.286805
  nChanged 342
		SP:Iteration 2F (46190.970000 sec): 3 clusters
  Score: Raw -490499.584494 + Penalty 2780.646965 = -487718.937530
  nChanged 225
		SP:Iteration 3Q (46191.070000 sec): 3 clusters
  Score: Raw -490593.032295 + Penalty 2780.646965 = -487812.385330
  nChanged 176
		SP:Iteration 4Q (46191.170000 sec): 3 clusters
  Score: Raw -490667.356367 + Penalty 2780.646965 = -487886.709402
  nChanged 150
		SP:Iteration 5Q (46191.270000 sec): 3 clusters
  Score: Raw -490722.193869 + Penalty 2780.646965 = -487941.546904
  nChanged 111
		SP:Iteration 6Q (46191.370000 sec): 3 clusters
  Score: Raw -490756.989211 + Penalty 2780.646965 = -487976.342246
  nChanged 81
		SP:Iteration 7Q (46191.470000 sec): 3 clusters
  Score: Raw -490780.118128 + Penalty 2780.646965 = -487999.471163
  nChanged 69
		SP:Iteration 8Q (46191.570000 sec): 3 clusters
  Score: Raw -490799.655142 + Penalty 2780.646965 = -488019.008177
  nChanged 60
		SP:Iteration 9Q (46191.670000 sec): 3 clusters
  Score: Raw -490814.347666 + Penalty 2780.646965 = -488033.700701
  nChanged 52
		SP:Iteration 10Q (46191.770000 sec): 3 clusters
  Score: Raw -490829.586271 + Penalty 2780.646965 = -488048.939306
  nChanged 64
		SP:Iteration 11Q (46191.870000 sec): 3 clusters
  Score: Raw -490847.225181 + Penalty 2780.646965 = -488066.578216
  nChanged 58
		SP:Iteration 12Q (46191.970000 sec): 3 clusters
  Score: Raw -490862.937525 + Penalty 2780.646965 = -488082.290561
  nChanged 56
		SP:Iteration 13Q (46192.070000 sec): 3 clusters
  Score: Raw -490876.465559 + Penalty 2780.646965 = -488095.818594
  nChanged 44
		SP:Iteration 14Q (46192.170000 sec): 3 clusters
  Score: Raw -490889.512625 + Penalty 2780.646965 = -488108.865660
  nChanged 51
		SP:Iteration 15Q (46192.270000 sec): 3 clusters
  Score: Raw -490905.046523 + Penalty 2780.646965 = -488124.399558
  nChanged 71
		SP:Iteration 16Q (46192.360000 sec): 3 clusters
  Score: Raw -490923.873824 + Penalty 2780.646965 = -488143.226859
  nChanged 65
		SP:Iteration 17Q (46192.460000 sec): 3 clusters
  Score: Raw -490943.206585 + Penalty 2780.646965 = -488162.559620
  nChanged 86
		SP:Iteration 18Q (46192.560000 sec): 3 clusters
  Score: Raw -490972.570298 + Penalty 2780.646965 = -488191.923334
  nChanged 102
		SP:Iteration 19Q (46192.660000 sec): 3 clusters
  Score: Raw -491011.389500 + Penalty 2780.646965 = -488230.742535
  nChanged 118
		SP:Iteration 20F (46192.760000 sec): 3 clusters
  Score: Raw -491059.335830 + Penalty 2780.646965 = -488278.688865
  nChanged 148
		SP:Iteration 21Q (46192.860000 sec): 3 clusters
  Score: Raw -491127.926705 + Penalty 2780.646965 = -488347.279740
  nChanged 162
		SP:Iteration 22Q (46192.950000 sec): 3 clusters
  Score: Raw -491211.364292 + Penalty 2780.646965 = -488430.717327
  nChanged 180
		SP:Iteration 23Q (46193.050000 sec): 3 clusters
  Score: Raw -491308.690753 + Penalty 2780.646965 = -488528.043788
  nChanged 163
		SP:Iteration 24Q (46193.150000 sec): 3 clusters
  Score: Raw -491401.134449 + Penalty 2780.646965 = -488620.487484
  nChanged 177
		SP:Iteration 25Q (46193.250000 sec): 3 clusters
  Score: Raw -491524.712599 + Penalty 2780.646965 = -488744.065634
  nChanged 170
		SP:Iteration 26Q (46193.350000 sec): 3 clusters
  Score: Raw -491643.372497 + Penalty 2780.646965 = -488862.725532
  nChanged 151
		SP:Iteration 27Q (46193.450000 sec): 3 clusters
  Score: Raw -491757.321281 + Penalty 2780.646965 = -488976.674316
  nChanged 126
		SP:Iteration 28Q (46193.550000 sec): 3 clusters
  Score: Raw -491859.087693 + Penalty 2780.646965 = -489078.440728
  nChanged 88
		SP:Iteration 29Q (46193.640000 sec): 3 clusters
  Score: Raw -491929.670562 + Penalty 2780.646965 = -489149.023597
  nChanged 66
		SP:Iteration 30Q (46193.740000 sec): 3 clusters
  Score: Raw -491986.026592 + Penalty 2780.646965 = -489205.379628
  nChanged 52
		SP:Iteration 31Q (46193.830000 sec): 3 clusters
  Score: Raw -492028.967793 + Penalty 2780.646965 = -489248.320828
  nChanged 28
		SP:Iteration 32Q (46193.930000 sec): 3 clusters
  Score: Raw -492055.223274 + Penalty 2780.646965 = -489274.576309
  nChanged 23
		SP:Iteration 33Q (46194.020000 sec): 3 clusters
  Score: Raw -492077.370262 + Penalty 2780.646965 = -489296.723298
  nChanged 20
		SP:Iteration 34Q (46194.120000 sec): 3 clusters
  Score: Raw -492095.171732 + Penalty 2780.646965 = -489314.524767
  nChanged 11
		SP:Iteration 35Q (46194.210000 sec): 3 clusters
  Score: Raw -492106.951237 + Penalty 2780.646965 = -489326.304272
  nChanged 3
		SP:Iteration 36Q (46194.300000 sec): 3 clusters
  Score: Raw -492109.886389 + Penalty 2780.646965 = -489329.239424
  nChanged 2
		SP:Iteration 37Q (46194.400000 sec): 3 clusters
  Score: Raw -492110.816898 + Penalty 2780.646965 = -489330.169933
  nChanged 0
		SP:Iteration 38F (46194.490000 sec): 3 clusters
  Score: Raw -492110.816898 + Penalty 2780.646965 = -489330.169933
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 2 (6511 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46194.580000 sec): 2 clusters
  Score: Raw -558457.095962 + Penalty 1426.952854 = -557030.143108
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46194.700000 sec): 3 clusters
  Score: Raw -554846.120497 + Penalty 2853.905708 = -551992.214788
  nChanged 2726
		SP:Iteration 1F (46194.810000 sec): 3 clusters
  Score: Raw -556381.688709 + Penalty 2853.905708 = -553527.783001
  nChanged 481
		SP:Iteration 2F (46194.910000 sec): 3 clusters
  Score: Raw -556612.393126 + Penalty 2853.905708 = -553758.487418
  nChanged 327
		SP:Iteration 3F (46195.020000 sec): 3 clusters
  Score: Raw -556750.309217 + Penalty 2853.905708 = -553896.403508
  nChanged 238
		SP:Iteration 4Q (46195.140000 sec): 3 clusters
  Score: Raw -556840.738543 + Penalty 2853.905708 = -553986.832835
  nChanged 206
		SP:Iteration 5Q (46195.250000 sec): 3 clusters
  Score: Raw -556925.320259 + Penalty 2853.905708 = -554071.414551
  nChanged 194
		SP:Iteration 6Q (46195.360000 sec): 3 clusters
  Score: Raw -557005.824793 + Penalty 2853.905708 = -554151.919085
  nChanged 181
		SP:Iteration 7Q (46195.470000 sec): 3 clusters
  Score: Raw -557088.904741 + Penalty 2853.905708 = -554234.999033
  nChanged 180
		SP:Iteration 8Q (46195.580000 sec): 3 clusters
  Score: Raw -557173.510759 + Penalty 2853.905708 = -554319.605051
  nChanged 213
		SP:Iteration 9Q (46195.690000 sec): 3 clusters
  Score: Raw -557281.728352 + Penalty 2853.905708 = -554427.822643
  nChanged 247
		SP:Iteration 10Q (46195.800000 sec): 3 clusters
  Score: Raw -557415.355665 + Penalty 2853.905708 = -554561.449957
  nChanged 246
		SP:Iteration 11Q (46195.920000 sec): 3 clusters
  Score: Raw -557553.094998 + Penalty 2853.905708 = -554699.189290
  nChanged 246
		SP:Iteration 12Q (46196.020000 sec): 3 clusters
  Score: Raw -557710.059732 + Penalty 2853.905708 = -554856.154024
  nChanged 255
		SP:Iteration 13Q (46196.130000 sec): 3 clusters
  Score: Raw -557885.488228 + Penalty 2853.905708 = -555031.582520
  nChanged 217
		SP:Iteration 14Q (46196.240000 sec): 3 clusters
  Score: Raw -558041.810037 + Penalty 2853.905708 = -555187.904329
  nChanged 185
		SP:Iteration 15Q (46196.350000 sec): 3 clusters
  Score: Raw -558184.517428 + Penalty 2853.905708 = -555330.611720
  nChanged 173
		SP:Iteration 16Q (46196.460000 sec): 3 clusters
  Score: Raw -558327.787649 + Penalty 2853.905708 = -555473.881941
  nChanged 127
		SP:Iteration 17Q (46196.560000 sec): 3 clusters
  Score: Raw -558449.160258 + Penalty 2853.905708 = -555595.254549
  nChanged 82
		SP:Iteration 18Q (46196.670000 sec): 3 clusters
  Score: Raw -558532.670304 + Penalty 2853.905708 = -555678.764596
  nChanged 62
		SP:Iteration 19Q (46196.770000 sec): 3 clusters
  Score: Raw -558582.105478 + Penalty 2853.905708 = -555728.199770
  nChanged 29
		SP:Iteration 20F (46196.880000 sec): 3 clusters
  Score: Raw -558605.914147 + Penalty 2853.905708 = -555752.008438
  nChanged 19
		SP:Iteration 21Q (46196.980000 sec): 3 clusters
  Score: Raw -558619.623157 + Penalty 2853.905708 = -555765.717448
  nChanged 13
		SP:Iteration 22Q (46197.080000 sec): 3 clusters
  Score: Raw -558628.957490 + Penalty 2853.905708 = -555775.051782
  nChanged 12
		SP:Iteration 23Q (46197.180000 sec): 3 clusters
  Score: Raw -558638.251652 + Penalty 2853.905708 = -555784.345944
  nChanged 4
		SP:Iteration 24Q (46197.290000 sec): 3 clusters
  Score: Raw -558642.634837 + Penalty 2853.905708 = -555788.729129
  nChanged 1
		SP:Iteration 25Q (46197.390000 sec): 3 clusters
  Score: Raw -558643.419507 + Penalty 2853.905708 = -555789.513798
  nChanged 2
		SP:Iteration 26Q (46197.490000 sec): 3 clusters
  Score: Raw -558644.683918 + Penalty 2853.905708 = -555790.778209
  nChanged 2
		SP:Iteration 27Q (46197.590000 sec): 3 clusters
  Score: Raw -558645.392547 + Penalty 2853.905708 = -555791.486839
  nChanged 2
		SP:Iteration 28Q (46197.700000 sec): 3 clusters
  Score: Raw -558646.440534 + Penalty 2853.905708 = -555792.534826
  nChanged 1
		SP:Iteration 29Q (46197.810000 sec): 3 clusters
  Score: Raw -558647.064277 + Penalty 2853.905708 = -555793.158569
  nChanged 2
		SP:Iteration 30Q (46197.910000 sec): 3 clusters
  Score: Raw -558648.713057 + Penalty 2853.905708 = -555794.807349
  nChanged 2
		SP:Iteration 31Q (46198.020000 sec): 3 clusters
  Score: Raw -558650.413215 + Penalty 2853.905708 = -555796.507507
  nChanged 4
		SP:Iteration 32Q (46198.120000 sec): 3 clusters
  Score: Raw -558652.791474 + Penalty 2853.905708 = -555798.885766
  nChanged 2
		SP:Iteration 33Q (46198.220000 sec): 3 clusters
  Score: Raw -558654.588603 + Penalty 2853.905708 = -555800.682894
  nChanged 1
		SP:Iteration 34Q (46198.330000 sec): 3 clusters
  Score: Raw -558655.050717 + Penalty 2853.905708 = -555801.145009
  nChanged 0
		SP:Iteration 35F (46198.430000 sec): 3 clusters
  Score: Raw -558655.050717 + Penalty 2853.905708 = -555801.145009
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 3 (3237 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46198.500000 sec): 2 clusters
  Score: Raw -269895.680282 + Penalty 1313.390366 = -268582.289916
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46198.570000 sec): 3 clusters
  Score: Raw -268378.203891 + Penalty 2626.780733 = -265751.423158
  nChanged 1222
		SP:Iteration 1F (46198.630000 sec): 3 clusters
  Score: Raw -269042.751629 + Penalty 2626.780733 = -266415.970897
  nChanged 251
		SP:Iteration 2F (46198.690000 sec): 3 clusters
  Score: Raw -269198.150015 + Penalty 2626.780733 = -266571.369282
  nChanged 163
		SP:Iteration 3F (46198.750000 sec): 3 clusters
  Score: Raw -269293.397958 + Penalty 2626.780733 = -266666.617226
  nChanged 130
		SP:Iteration 4Q (46198.820000 sec): 3 clusters
  Score: Raw -269378.878172 + Penalty 2626.780733 = -266752.097439
  nChanged 125
		SP:Iteration 5Q (46198.880000 sec): 3 clusters
  Score: Raw -269443.230219 + Penalty 2626.780733 = -266816.449486
  nChanged 77
		SP:Iteration 6Q (46198.950000 sec): 3 clusters
  Score: Raw -269483.847506 + Penalty 2626.780733 = -266857.066774
  nChanged 67
		SP:Iteration 7Q (46199.010000 sec): 3 clusters
  Score: Raw -269513.353989 + Penalty 2626.780733 = -266886.573256
  nChanged 62
		SP:Iteration 8Q (46199.070000 sec): 3 clusters
  Score: Raw -269547.311278 + Penalty 2626.780733 = -266920.530545
  nChanged 68
		SP:Iteration 9Q (46199.140000 sec): 3 clusters
  Score: Raw -269595.387506 + Penalty 2626.780733 = -266968.606773
  nChanged 75
		SP:Iteration 10Q (46199.200000 sec): 3 clusters
  Score: Raw -269638.264720 + Penalty 2626.780733 = -267011.483988
  nChanged 64
		SP:Iteration 11Q (46199.270000 sec): 3 clusters
  Score: Raw -269674.830816 + Penalty 2626.780733 = -267048.050083
  nChanged 66
		SP:Iteration 12Q (46199.330000 sec): 3 clusters
  Score: Raw -269703.793127 + Penalty 2626.780733 = -267077.012394
  nChanged 57
		SP:Iteration 13Q (46199.390000 sec): 3 clusters
  Score: Raw -269730.836238 + Penalty 2626.780733 = -267104.055505
  nChanged 44
		SP:Iteration 14Q (46199.460000 sec): 3 clusters
  Score: Raw -269751.639971 + Penalty 2626.780733 = -267124.859238
  nChanged 48
		SP:Iteration 15Q (46199.520000 sec): 3 clusters
  Score: Raw -269774.096608 + Penalty 2626.780733 = -267147.315876
  nChanged 41
		SP:Iteration 16Q (46199.590000 sec): 3 clusters
  Score: Raw -269796.406012 + Penalty 2626.780733 = -267169.625279
  nChanged 55
		SP:Iteration 17Q (46199.650000 sec): 3 clusters
  Score: Raw -269825.662871 + Penalty 2626.780733 = -267198.882139
  nChanged 53
		SP:Iteration 18Q (46199.710000 sec): 3 clusters
  Score: Raw -269850.608516 + Penalty 2626.780733 = -267223.827784
  nChanged 43
		SP:Iteration 19Q (46199.780000 sec): 3 clusters
  Score: Raw -269871.534877 + Penalty 2626.780733 = -267244.754144
  nChanged 34
		SP:Iteration 20F (46199.840000 sec): 3 clusters
  Score: Raw -269885.955121 + Penalty 2626.780733 = -267259.174388
  nChanged 30
		SP:Iteration 21Q (46199.900000 sec): 3 clusters
  Score: Raw -269899.762183 + Penalty 2626.780733 = -267272.981451
  nChanged 38
		SP:Iteration 22Q (46199.970000 sec): 3 clusters
  Score: Raw -269917.724636 + Penalty 2626.780733 = -267290.943903
  nChanged 38
		SP:Iteration 23Q (46200.030000 sec): 3 clusters
  Score: Raw -269934.695386 + Penalty 2626.780733 = -267307.914653
  nChanged 34
		SP:Iteration 24Q (46200.090000 sec): 3 clusters
  Score: Raw -269949.012591 + Penalty 2626.780733 = -267322.231859
  nChanged 35
		SP:Iteration 25Q (46200.160000 sec): 3 clusters
  Score: Raw -269965.491328 + Penalty 2626.780733 = -267338.710595
  nChanged 34
		SP:Iteration 26Q (46200.220000 sec): 3 clusters
  Score: Raw -269982.366500 + Penalty 2626.780733 = -267355.585768
  nChanged 36
		SP:Iteration 27Q (46200.280000 sec): 3 clusters
  Score: Raw -270002.475443 + Penalty 2626.780733 = -267375.694710
  nChanged 39
		SP:Iteration 28Q (46200.350000 sec): 3 clusters
  Score: Raw -270021.408969 + Penalty 2626.780733 = -267394.628237
  nChanged 40
		SP:Iteration 29Q (46200.410000 sec): 3 clusters
  Score: Raw -270042.439569 + Penalty 2626.780733 = -267415.658836
  nChanged 36
		SP:Iteration 30Q (46200.470000 sec): 3 clusters
  Score: Raw -270062.239058 + Penalty 2626.780733 = -267435.458325
  nChanged 38
		SP:Iteration 31Q (46200.530000 sec): 3 clusters
  Score: Raw -270080.795556 + Penalty 2626.780733 = -267454.014824
  nChanged 30
		SP:Iteration 32Q (46200.600000 sec): 3 clusters
  Score: Raw -270094.877612 + Penalty 2626.780733 = -267468.096879
  nChanged 24
		SP:Iteration 33Q (46200.660000 sec): 3 clusters
  Score: Raw -270105.555306 + Penalty 2626.780733 = -267478.774573
  nChanged 20
		SP:Iteration 34Q (46200.720000 sec): 3 clusters
  Score: Raw -270113.716869 + Penalty 2626.780733 = -267486.936136
  nChanged 17
		SP:Iteration 35Q (46200.790000 sec): 3 clusters
  Score: Raw -270121.825176 + Penalty 2626.780733 = -267495.044444
  nChanged 15
		SP:Iteration 36Q (46200.850000 sec): 3 clusters
  Score: Raw -270127.485656 + Penalty 2626.780733 = -267500.704924
  nChanged 12
		SP:Iteration 37Q (46200.910000 sec): 3 clusters
  Score: Raw -270131.269001 + Penalty 2626.780733 = -267504.488269
  nChanged 6
		SP:Iteration 38Q (46200.970000 sec): 3 clusters
  Score: Raw -270133.098218 + Penalty 2626.780733 = -267506.317486
  nChanged 2
		SP:Iteration 39Q (46201.040000 sec): 3 clusters
  Score: Raw -270133.544039 + Penalty 2626.780733 = -267506.763306
  nChanged 1
		SP:Iteration 40F (46201.100000 sec): 3 clusters
  Score: Raw -270133.891532 + Penalty 2626.780733 = -267507.110800
  nChanged 2
		SP:Iteration 41Q (46201.160000 sec): 3 clusters
  Score: Raw -270134.462882 + Penalty 2626.780733 = -267507.682150
  nChanged 0
		SP:Iteration 42F (46201.230000 sec): 3 clusters
  Score: Raw -270134.462882 + Penalty 2626.780733 = -267507.682150
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 4 (10527 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46201.370000 sec): 2 clusters
  Score: Raw -935823.284809 + Penalty 1505.026033 = -934318.258776
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46201.540000 sec): 3 clusters
  Score: Raw -929807.145768 + Penalty 3010.052066 = -926797.093702
  nChanged 4561
		SP:Iteration 1F (46201.710000 sec): 3 clusters
  Score: Raw -932278.122107 + Penalty 3010.052066 = -929268.070041
  nChanged 639
		SP:Iteration 2F (46201.880000 sec): 3 clusters
  Score: Raw -932574.766161 + Penalty 3010.052066 = -929564.714096
  nChanged 541
		SP:Iteration 3F (46202.050000 sec): 3 clusters
  Score: Raw -932838.891847 + Penalty 3010.052066 = -929828.839781
  nChanged 538
		SP:Iteration 4F (46202.220000 sec): 3 clusters
  Score: Raw -933136.578358 + Penalty 3010.052066 = -930126.526292
  nChanged 561
		SP:Iteration 5F (46202.410000 sec): 3 clusters
  Score: Raw -933471.118638 + Penalty 3010.052066 = -930461.066572
  nChanged 532
		SP:Iteration 6F (46202.570000 sec): 3 clusters
  Score: Raw -933766.727111 + Penalty 3010.052066 = -930756.675045
  nChanged 478
		SP:Iteration 7Q (46202.740000 sec): 3 clusters
  Score: Raw -934039.122669 + Penalty 3010.052066 = -931029.070603
  nChanged 479
		SP:Iteration 8Q (46202.900000 sec): 3 clusters
  Score: Raw -934299.980840 + Penalty 3010.052066 = -931289.928774
  nChanged 469
		SP:Iteration 9Q (46203.070000 sec): 3 clusters
  Score: Raw -934549.308667 + Penalty 3010.052066 = -931539.256601
  nChanged 394
		SP:Iteration 10Q (46203.230000 sec): 3 clusters
  Score: Raw -934767.122062 + Penalty 3010.052066 = -931757.069996
  nChanged 378
		SP:Iteration 11Q (46203.410000 sec): 3 clusters
  Score: Raw -934973.796236 + Penalty 3010.052066 = -931963.744170
  nChanged 349
		SP:Iteration 12Q (46203.570000 sec): 3 clusters
  Score: Raw -935180.500283 + Penalty 3010.052066 = -932170.448218
  nChanged 339
		SP:Iteration 13Q (46203.750000 sec): 3 clusters
  Score: Raw -935362.135143 + Penalty 3010.052066 = -932352.083077
  nChanged 331
		SP:Iteration 14Q (46203.920000 sec): 3 clusters
  Score: Raw -935557.699202 + Penalty 3010.052066 = -932547.647136
  nChanged 329
		SP:Iteration 15Q (46204.100000 sec): 3 clusters
  Score: Raw -935732.875772 + Penalty 3010.052066 = -932722.823706
  nChanged 290
		SP:Iteration 16Q (46204.260000 sec): 3 clusters
  Score: Raw -935873.449534 + Penalty 3010.052066 = -932863.397468
  nChanged 231
		SP:Iteration 17Q (46204.440000 sec): 3 clusters
  Score: Raw -935988.956444 + Penalty 3010.052066 = -932978.904378
  nChanged 222
		SP:Iteration 18Q (46204.610000 sec): 3 clusters
  Score: Raw -936080.920432 + Penalty 3010.052066 = -933070.868366
  nChanged 184
		SP:Iteration 19Q (46204.780000 sec): 3 clusters
  Score: Raw -936159.597015 + Penalty 3010.052066 = -933149.544949
  nChanged 166
		SP:Iteration 20F (46204.950000 sec): 3 clusters
  Score: Raw -936239.220374 + Penalty 3010.052066 = -933229.168308
  nChanged 169
		SP:Iteration 21Q (46205.120000 sec): 3 clusters
  Score: Raw -936316.123299 + Penalty 3010.052066 = -933306.071233
  nChanged 165
		SP:Iteration 22Q (46205.290000 sec): 3 clusters
  Score: Raw -936402.169865 + Penalty 3010.052066 = -933392.117799
  nChanged 164
		SP:Iteration 23Q (46205.450000 sec): 3 clusters
  Score: Raw -936485.428251 + Penalty 3010.052066 = -933475.376185
  nChanged 173
		SP:Iteration 24Q (46205.640000 sec): 3 clusters
  Score: Raw -936578.620720 + Penalty 3010.052066 = -933568.568654
  nChanged 170
		SP:Iteration 25Q (46205.790000 sec): 3 clusters
  Score: Raw -936665.533406 + Penalty 3010.052066 = -933655.481341
  nChanged 153
		SP:Iteration 26Q (46205.950000 sec): 3 clusters
  Score: Raw -936735.310012 + Penalty 3010.052066 = -933725.257946
  nChanged 137
		SP:Iteration 27Q (46206.110000 sec): 3 clusters
  Score: Raw -936791.205359 + Penalty 3010.052066 = -933781.153293
  nChanged 114
		SP:Iteration 28Q (46206.280000 sec): 3 clusters
  Score: Raw -936827.044059 + Penalty 3010.052066 = -933816.991993
  nChanged 77
		SP:Iteration 29Q (46206.440000 sec): 3 clusters
  Score: Raw -936847.893337 + Penalty 3010.052066 = -933837.841272
  nChanged 69
		SP:Iteration 30Q (46206.600000 sec): 3 clusters
  Score: Raw -936865.470176 + Penalty 3010.052066 = -933855.418110
  nChanged 56
		SP:Iteration 31Q (46206.790000 sec): 3 clusters
  Score: Raw -936879.301715 + Penalty 3010.052066 = -933869.249649
  nChanged 37
		SP:Iteration 32Q (46206.950000 sec): 3 clusters
  Score: Raw -936886.276082 + Penalty 3010.052066 = -933876.224016
  nChanged 28
		SP:Iteration 33Q (46207.120000 sec): 3 clusters
  Score: Raw -936892.144294 + Penalty 3010.052066 = -933882.092228
  nChanged 29
		SP:Iteration 34Q (46207.270000 sec): 3 clusters
  Score: Raw -936897.031143 + Penalty 3010.052066 = -933886.979077
  nChanged 18
		SP:Iteration 35Q (46207.440000 sec): 3 clusters
  Score: Raw -936900.796474 + Penalty 3010.052066 = -933890.744408
  nChanged 19
		SP:Iteration 36Q (46207.610000 sec): 3 clusters
  Score: Raw -936905.426321 + Penalty 3010.052066 = -933895.374255
  nChanged 20
		SP:Iteration 37Q (46207.770000 sec): 3 clusters
  Score: Raw -936908.415046 + Penalty 3010.052066 = -933898.362980
  nChanged 16
		SP:Iteration 38Q (46207.960000 sec): 3 clusters
  Score: Raw -936911.139878 + Penalty 3010.052066 = -933901.087812
  nChanged 19
		SP:Iteration 39Q (46208.110000 sec): 3 clusters
  Score: Raw -936913.884887 + Penalty 3010.052066 = -933903.832821
  nChanged 11
		SP:Iteration 40F (46208.290000 sec): 3 clusters
  Score: Raw -936915.730822 + Penalty 3010.052066 = -933905.678756
  nChanged 9
		SP:Iteration 41Q (46208.450000 sec): 3 clusters
  Score: Raw -936917.063682 + Penalty 3010.052066 = -933907.011616
  nChanged 9
		SP:Iteration 42Q (46208.610000 sec): 3 clusters
  Score: Raw -936918.330707 + Penalty 3010.052066 = -933908.278641
  nChanged 7
		SP:Iteration 43Q (46208.770000 sec): 3 clusters
  Score: Raw -936919.422787 + Penalty 3010.052066 = -933909.370721
  nChanged 6
		SP:Iteration 44Q (46208.940000 sec): 3 clusters
  Score: Raw -936920.024539 + Penalty 3010.052066 = -933909.972473
  nChanged 2
		SP:Iteration 45Q (46209.130000 sec): 3 clusters
  Score: Raw -936920.163907 + Penalty 3010.052066 = -933910.111841
  nChanged 0
		SP:Iteration 46F (46209.290000 sec): 3 clusters
  Score: Raw -936920.163907 + Penalty 3010.052066 = -933910.111841
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 5 (19330 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46209.510000 sec): 2 clusters
  Score: Raw -1754267.025499 + Penalty 1603.779705 = -1752663.245793
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46209.790000 sec): 3 clusters
  Score: Raw -1742644.234236 + Penalty 3207.559411 = -1739436.674825
  nChanged 8711
		SP:Iteration 1F (46210.030000 sec): 3 clusters
  Score: Raw -1747415.078005 + Penalty 3207.559411 = -1744207.518594
  nChanged 952
		SP:Iteration 2Q (46210.270000 sec): 3 clusters
  Score: Raw -1747776.847200 + Penalty 3207.559411 = -1744569.287789
  nChanged 983
		SP:Iteration 3F (46210.530000 sec): 3 clusters
  Score: Raw -1748175.849425 + Penalty 3207.559411 = -1744968.290014
  nChanged 992
		SP:Iteration 4F (46210.770000 sec): 3 clusters
  Score: Raw -1748605.277180 + Penalty 3207.559411 = -1745397.717769
  nChanged 1030
		SP:Iteration 5F (46211.010000 sec): 3 clusters
  Score: Raw -1749135.031230 + Penalty 3207.559411 = -1745927.471819
  nChanged 1143
		SP:Iteration 6F (46211.270000 sec): 3 clusters
  Score: Raw -1749837.056348 + Penalty 3207.559411 = -1746629.496937
  nChanged 1253
		SP:Iteration 7F (46211.510000 sec): 3 clusters
  Score: Raw -1750739.894119 + Penalty 3207.559411 = -1747532.334708
  nChanged 1245
		SP:Iteration 8F (46211.750000 sec): 3 clusters
  Score: Raw -1751728.423347 + Penalty 3207.559411 = -1748520.863936
  nChanged 1077
		SP:Iteration 9F (46211.990000 sec): 3 clusters
  Score: Raw -1752653.112542 + Penalty 3207.559411 = -1749445.553131
  nChanged 810
		SP:Iteration 10Q (46212.240000 sec): 3 clusters
  Score: Raw -1753356.886059 + Penalty 3207.559411 = -1750149.326648
  nChanged 508
		SP:Iteration 11Q (46212.500000 sec): 3 clusters
  Score: Raw -1753823.687378 + Penalty 3207.559411 = -1750616.127967
  nChanged 279
		SP:Iteration 12Q (46212.740000 sec): 3 clusters
  Score: Raw -1754091.086123 + Penalty 3207.559411 = -1750883.526712
  nChanged 168
		SP:Iteration 13Q (46212.960000 sec): 3 clusters
  Score: Raw -1754280.483926 + Penalty 3207.559411 = -1751072.924515
  nChanged 81
		SP:Iteration 14Q (46213.190000 sec): 3 clusters
  Score: Raw -1754373.033692 + Penalty 3207.559411 = -1751165.474281
  nChanged 49
		SP:Iteration 15Q (46213.400000 sec): 3 clusters
  Score: Raw -1754421.667658 + Penalty 3207.559411 = -1751214.108247
  nChanged 30
		SP:Iteration 16Q (46213.630000 sec): 3 clusters
  Score: Raw -1754449.232695 + Penalty 3207.559411 = -1751241.673284
  nChanged 18
		SP:Iteration 17Q (46213.850000 sec): 3 clusters
  Score: Raw -1754472.466510 + Penalty 3207.559411 = -1751264.907100
  nChanged 14
		SP:Iteration 18Q (46214.070000 sec): 3 clusters
  Score: Raw -1754487.665614 + Penalty 3207.559411 = -1751280.106203
  nChanged 12
		SP:Iteration 19Q (46214.310000 sec): 3 clusters
  Score: Raw -1754497.578900 + Penalty 3207.559411 = -1751290.019489
  nChanged 9
		SP:Iteration 20F (46214.550000 sec): 3 clusters
  Score: Raw -1754506.961174 + Penalty 3207.559411 = -1751299.401763
  nChanged 10
		SP:Iteration 21Q (46214.770000 sec): 3 clusters
  Score: Raw -1754513.658630 + Penalty 3207.559411 = -1751306.099219
  nChanged 5
		SP:Iteration 22Q (46214.990000 sec): 3 clusters
  Score: Raw -1754518.854430 + Penalty 3207.559411 = -1751311.295019
  nChanged 6
		SP:Iteration 23Q (46215.210000 sec): 3 clusters
  Score: Raw -1754526.837662 + Penalty 3207.559411 = -1751319.278251
  nChanged 4
		SP:Iteration 24Q (46215.430000 sec): 3 clusters
  Score: Raw -1754529.715536 + Penalty 3207.559411 = -1751322.156125
  nChanged 2
		SP:Iteration 25Q (46215.670000 sec): 3 clusters
  Score: Raw -1754532.322463 + Penalty 3207.559411 = -1751324.763052
  nChanged 2
		SP:Iteration 26Q (46215.900000 sec): 3 clusters
  Score: Raw -1754533.821686 + Penalty 3207.559411 = -1751326.262275
  nChanged 2
		SP:Iteration 27Q (46216.140000 sec): 3 clusters
  Score: Raw -1754536.140419 + Penalty 3207.559411 = -1751328.581008
  nChanged 3
		SP:Iteration 28Q (46216.370000 sec): 3 clusters
  Score: Raw -1754539.338301 + Penalty 3207.559411 = -1751331.778890
  nChanged 4
		SP:Iteration 29Q (46216.580000 sec): 3 clusters
  Score: Raw -1754542.668232 + Penalty 3207.559411 = -1751335.108821
  nChanged 4
		SP:Iteration 30Q (46216.810000 sec): 3 clusters
  Score: Raw -1754548.354128 + Penalty 3207.559411 = -1751340.794717
  nChanged 5
		SP:Iteration 31Q (46217.050000 sec): 3 clusters
  Score: Raw -1754554.339138 + Penalty 3207.559411 = -1751346.779727
  nChanged 2
		SP:Iteration 32Q (46217.280000 sec): 3 clusters
  Score: Raw -1754555.261739 + Penalty 3207.559411 = -1751347.702328
  nChanged 0
		SP:Iteration 33F (46217.510000 sec): 3 clusters
  Score: Raw -1754555.261739 + Penalty 3207.559411 = -1751347.702328
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 6 (11723 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46217.620000 sec): 2 clusters
  Score: Raw -978726.157314 + Penalty 1522.512550 = -977203.644763
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46217.800000 sec): 3 clusters
  Score: Raw -971924.168376 + Penalty 3045.025101 = -968879.143275
  nChanged 5169
		SP:Iteration 1F (46217.980000 sec): 3 clusters
  Score: Raw -975027.498431 + Penalty 3045.025101 = -971982.473330
  nChanged 778
		SP:Iteration 2F (46218.150000 sec): 3 clusters
  Score: Raw -975435.686776 + Penalty 3045.025101 = -972390.661675
  nChanged 669
		SP:Iteration 3F (46218.320000 sec): 3 clusters
  Score: Raw -975788.185659 + Penalty 3045.025101 = -972743.160558
  nChanged 612
		SP:Iteration 4F (46218.500000 sec): 3 clusters
  Score: Raw -976145.459371 + Penalty 3045.025101 = -973100.434270
  nChanged 636
		SP:Iteration 5F (46218.670000 sec): 3 clusters
  Score: Raw -976578.996571 + Penalty 3045.025101 = -973533.971470
  nChanged 616
		SP:Iteration 6F (46218.850000 sec): 3 clusters
  Score: Raw -977060.981804 + Penalty 3045.025101 = -974015.956703
  nChanged 614
		SP:Iteration 7F (46219.020000 sec): 3 clusters
  Score: Raw -977564.112504 + Penalty 3045.025101 = -974519.087403
  nChanged 560
		SP:Iteration 8Q (46219.230000 sec): 3 clusters
  Score: Raw -977969.959066 + Penalty 3045.025101 = -974924.933965
  nChanged 464
		SP:Iteration 9Q (46219.400000 sec): 3 clusters
  Score: Raw -978229.620456 + Penalty 3045.025101 = -975184.595355
  nChanged 334
		SP:Iteration 10Q (46219.570000 sec): 3 clusters
  Score: Raw -978361.177020 + Penalty 3045.025101 = -975316.151919
  nChanged 205
		SP:Iteration 11Q (46219.770000 sec): 3 clusters
  Score: Raw -978429.226447 + Penalty 3045.025101 = -975384.201346
  nChanged 140
		SP:Iteration 12Q (46219.940000 sec): 3 clusters
  Score: Raw -978469.638104 + Penalty 3045.025101 = -975424.613003
  nChanged 106
		SP:Iteration 13Q (46220.110000 sec): 3 clusters
  Score: Raw -978495.299053 + Penalty 3045.025101 = -975450.273952
  nChanged 97
		SP:Iteration 14Q (46220.290000 sec): 3 clusters
  Score: Raw -978517.025637 + Penalty 3045.025101 = -975472.000536
  nChanged 83
		SP:Iteration 15Q (46220.470000 sec): 3 clusters
  Score: Raw -978532.153789 + Penalty 3045.025101 = -975487.128688
  nChanged 68
		SP:Iteration 16Q (46220.650000 sec): 3 clusters
  Score: Raw -978544.999623 + Penalty 3045.025101 = -975499.974522
  nChanged 62
		SP:Iteration 17Q (46220.830000 sec): 3 clusters
  Score: Raw -978558.740568 + Penalty 3045.025101 = -975513.715467
  nChanged 51
		SP:Iteration 18Q (46221.000000 sec): 3 clusters
  Score: Raw -978571.384180 + Penalty 3045.025101 = -975526.359079
  nChanged 55
		SP:Iteration 19Q (46221.180000 sec): 3 clusters
  Score: Raw -978585.775356 + Penalty 3045.025101 = -975540.750255
  nChanged 64
		SP:Iteration 20F (46221.350000 sec): 3 clusters
  Score: Raw -978602.561441 + Penalty 3045.025101 = -975557.536340
  nChanged 65
		SP:Iteration 21Q (46221.530000 sec): 3 clusters
  Score: Raw -978617.408346 + Penalty 3045.025101 = -975572.383245
  nChanged 51
		SP:Iteration 22Q (46221.700000 sec): 3 clusters
  Score: Raw -978626.853647 + Penalty 3045.025101 = -975581.828546
  nChanged 39
		SP:Iteration 23Q (46221.900000 sec): 3 clusters
  Score: Raw -978633.858082 + Penalty 3045.025101 = -975588.832981
  nChanged 34
		SP:Iteration 24Q (46222.070000 sec): 3 clusters
  Score: Raw -978640.378847 + Penalty 3045.025101 = -975595.353746
  nChanged 28
		SP:Iteration 25Q (46222.240000 sec): 3 clusters
  Score: Raw -978645.201842 + Penalty 3045.025101 = -975600.176741
  nChanged 37
		SP:Iteration 26Q (46222.420000 sec): 3 clusters
  Score: Raw -978651.942478 + Penalty 3045.025101 = -975606.917377
  nChanged 24
		SP:Iteration 27Q (46222.580000 sec): 3 clusters
  Score: Raw -978654.583458 + Penalty 3045.025101 = -975609.558357
  nChanged 32
		SP:Iteration 28Q (46222.770000 sec): 3 clusters
  Score: Raw -978659.105875 + Penalty 3045.025101 = -975614.080774
  nChanged 31
		SP:Iteration 29Q (46222.940000 sec): 3 clusters
  Score: Raw -978663.808781 + Penalty 3045.025101 = -975618.783681
  nChanged 31
		SP:Iteration 30Q (46223.110000 sec): 3 clusters
  Score: Raw -978669.690856 + Penalty 3045.025101 = -975624.665755
  nChanged 36
		SP:Iteration 31Q (46223.290000 sec): 3 clusters
  Score: Raw -978676.968519 + Penalty 3045.025101 = -975631.943418
  nChanged 44
		SP:Iteration 32Q (46223.460000 sec): 3 clusters
  Score: Raw -978687.074690 + Penalty 3045.025101 = -975642.049589
  nChanged 51
		SP:Iteration 33Q (46223.640000 sec): 3 clusters
  Score: Raw -978698.921817 + Penalty 3045.025101 = -975653.896716
  nChanged 46
		SP:Iteration 34Q (46223.800000 sec): 3 clusters
  Score: Raw -978709.270392 + Penalty 3045.025101 = -975664.245291
  nChanged 46
		SP:Iteration 35Q (46223.970000 sec): 3 clusters
  Score: Raw -978721.096112 + Penalty 3045.025101 = -975676.071011
  nChanged 54
		SP:Iteration 36Q (46224.140000 sec): 3 clusters
  Score: Raw -978733.005655 + Penalty 3045.025101 = -975687.980554
  nChanged 48
		SP:Iteration 37Q (46224.330000 sec): 3 clusters
  Score: Raw -978744.485276 + Penalty 3045.025101 = -975699.460175
  nChanged 42
		SP:Iteration 38Q (46224.500000 sec): 3 clusters
  Score: Raw -978752.150064 + Penalty 3045.025101 = -975707.124963
  nChanged 40
		SP:Iteration 39Q (46224.670000 sec): 3 clusters
  Score: Raw -978759.795809 + Penalty 3045.025101 = -975714.770708
  nChanged 40
		SP:Iteration 40F (46224.840000 sec): 3 clusters
  Score: Raw -978768.907808 + Penalty 3045.025101 = -975723.882707
  nChanged 37
		SP:Iteration 41Q (46225.010000 sec): 3 clusters
  Score: Raw -978777.050455 + Penalty 3045.025101 = -975732.025354
  nChanged 37
		SP:Iteration 42Q (46225.190000 sec): 3 clusters
  Score: Raw -978784.428142 + Penalty 3045.025101 = -975739.403041
  nChanged 38
		SP:Iteration 43Q (46225.350000 sec): 3 clusters
  Score: Raw -978792.324894 + Penalty 3045.025101 = -975747.299793
  nChanged 42
		SP:Iteration 44Q (46225.530000 sec): 3 clusters
  Score: Raw -978801.160578 + Penalty 3045.025101 = -975756.135477
  nChanged 42
		SP:Iteration 45Q (46225.700000 sec): 3 clusters
  Score: Raw -978809.583164 + Penalty 3045.025101 = -975764.558063
  nChanged 39
		SP:Iteration 46Q (46225.890000 sec): 3 clusters
  Score: Raw -978817.932615 + Penalty 3045.025101 = -975772.907514
  nChanged 34
		SP:Iteration 47Q (46226.060000 sec): 3 clusters
  Score: Raw -978824.704011 + Penalty 3045.025101 = -975779.678910
  nChanged 31
		SP:Iteration 48Q (46226.230000 sec): 3 clusters
  Score: Raw -978830.864853 + Penalty 3045.025101 = -975785.839752
  nChanged 41
		SP:Iteration 49Q (46226.400000 sec): 3 clusters
  Score: Raw -978839.814339 + Penalty 3045.025101 = -975794.789238
  nChanged 40
		SP:Iteration 50Q (46226.560000 sec): 3 clusters
  Score: Raw -978850.482746 + Penalty 3045.025101 = -975805.457645
  nChanged 40
		SP:Iteration 51Q (46226.740000 sec): 3 clusters
  Score: Raw -978859.914864 + Penalty 3045.025101 = -975814.889763
  nChanged 37
		SP:Iteration 52Q (46226.900000 sec): 3 clusters
  Score: Raw -978868.693569 + Penalty 3045.025101 = -975823.668468
  nChanged 34
		SP:Iteration 53Q (46227.080000 sec): 3 clusters
  Score: Raw -978876.654900 + Penalty 3045.025101 = -975831.629799
  nChanged 32
		SP:Iteration 54Q (46227.240000 sec): 3 clusters
  Score: Raw -978884.363496 + Penalty 3045.025101 = -975839.338395
  nChanged 41
		SP:Iteration 55Q (46227.420000 sec): 3 clusters
  Score: Raw -978894.236196 + Penalty 3045.025101 = -975849.211095
  nChanged 47
		SP:Iteration 56Q (46227.580000 sec): 3 clusters
  Score: Raw -978905.151688 + Penalty 3045.025101 = -975860.126587
  nChanged 39
		SP:Iteration 57Q (46227.760000 sec): 3 clusters
  Score: Raw -978914.683103 + Penalty 3045.025101 = -975869.658002
  nChanged 35
		SP:Iteration 58Q (46227.930000 sec): 3 clusters
  Score: Raw -978924.983843 + Penalty 3045.025101 = -975879.958742
  nChanged 41
		SP:Iteration 59Q (46228.120000 sec): 3 clusters
  Score: Raw -978934.265214 + Penalty 3045.025101 = -975889.240113
  nChanged 33
		SP:Iteration 60F (46228.290000 sec): 3 clusters
  Score: Raw -978940.692415 + Penalty 3045.025101 = -975895.667314
  nChanged 29
		SP:Iteration 61Q (46228.460000 sec): 3 clusters
  Score: Raw -978946.651444 + Penalty 3045.025101 = -975901.626343
  nChanged 25
		SP:Iteration 62Q (46228.630000 sec): 3 clusters
  Score: Raw -978952.239742 + Penalty 3045.025101 = -975907.214641
  nChanged 22
		SP:Iteration 63Q (46228.790000 sec): 3 clusters
  Score: Raw -978956.518924 + Penalty 3045.025101 = -975911.493823
  nChanged 24
		SP:Iteration 64Q (46228.960000 sec): 3 clusters
  Score: Raw -978961.821228 + Penalty 3045.025101 = -975916.796127
  nChanged 21
		SP:Iteration 65Q (46229.130000 sec): 3 clusters
  Score: Raw -978965.758699 + Penalty 3045.025101 = -975920.733598
  nChanged 17
		SP:Iteration 66Q (46229.300000 sec): 3 clusters
  Score: Raw -978968.357289 + Penalty 3045.025101 = -975923.332188
  nChanged 17
		SP:Iteration 67Q (46229.460000 sec): 3 clusters
  Score: Raw -978970.824476 + Penalty 3045.025101 = -975925.799375
  nChanged 17
		SP:Iteration 68Q (46229.640000 sec): 3 clusters
  Score: Raw -978973.788069 + Penalty 3045.025101 = -975928.762968
  nChanged 21
		SP:Iteration 69Q (46229.800000 sec): 3 clusters
  Score: Raw -978977.005587 + Penalty 3045.025101 = -975931.980486
  nChanged 15
		SP:Iteration 70Q (46229.980000 sec): 3 clusters
  Score: Raw -978979.337338 + Penalty 3045.025101 = -975934.312237
  nChanged 12
		SP:Iteration 71Q (46230.150000 sec): 3 clusters
  Score: Raw -978981.362787 + Penalty 3045.025101 = -975936.337686
  nChanged 12
		SP:Iteration 72Q (46230.340000 sec): 3 clusters
  Score: Raw -978983.247743 + Penalty 3045.025101 = -975938.222642
  nChanged 9
		SP:Iteration 73Q (46230.500000 sec): 3 clusters
  Score: Raw -978984.805452 + Penalty 3045.025101 = -975939.780351
  nChanged 9
		SP:Iteration 74Q (46230.660000 sec): 3 clusters
  Score: Raw -978986.134169 + Penalty 3045.025101 = -975941.109068
  nChanged 10
		SP:Iteration 75Q (46230.840000 sec): 3 clusters
  Score: Raw -978987.901729 + Penalty 3045.025101 = -975942.876628
  nChanged 14
		SP:Iteration 76Q (46231.000000 sec): 3 clusters
  Score: Raw -978990.061805 + Penalty 3045.025101 = -975945.036704
  nChanged 12
		SP:Iteration 77Q (46231.170000 sec): 3 clusters
  Score: Raw -978991.959347 + Penalty 3045.025101 = -975946.934246
  nChanged 10
		SP:Iteration 78Q (46231.330000 sec): 3 clusters
  Score: Raw -978993.638849 + Penalty 3045.025101 = -975948.613748
  nChanged 15
		SP:Iteration 79Q (46231.500000 sec): 3 clusters
  Score: Raw -978996.134559 + Penalty 3045.025101 = -975951.109458
  nChanged 16
		SP:Iteration 80F (46231.670000 sec): 3 clusters
  Score: Raw -978998.505764 + Penalty 3045.025101 = -975953.480663
  nChanged 14
		SP:Iteration 81Q (46231.850000 sec): 3 clusters
  Score: Raw -979001.100673 + Penalty 3045.025101 = -975956.075572
  nChanged 15
		SP:Iteration 82Q (46232.000000 sec): 3 clusters
  Score: Raw -979003.986198 + Penalty 3045.025101 = -975958.961097
  nChanged 18
		SP:Iteration 83Q (46232.180000 sec): 3 clusters
  Score: Raw -979007.522678 + Penalty 3045.025101 = -975962.497577
  nChanged 16
		SP:Iteration 84Q (46232.340000 sec): 3 clusters
  Score: Raw -979010.126052 + Penalty 3045.025101 = -975965.100951
  nChanged 14
		SP:Iteration 85Q (46232.530000 sec): 3 clusters
  Score: Raw -979012.288536 + Penalty 3045.025101 = -975967.263435
  nChanged 15
		SP:Iteration 86Q (46232.700000 sec): 3 clusters
  Score: Raw -979015.052316 + Penalty 3045.025101 = -975970.027215
  nChanged 11
		SP:Iteration 87Q (46232.890000 sec): 3 clusters
  Score: Raw -979017.771731 + Penalty 3045.025101 = -975972.746630
  nChanged 15
		SP:Iteration 88Q (46233.050000 sec): 3 clusters
  Score: Raw -979021.176710 + Penalty 3045.025101 = -975976.151609
  nChanged 18
		SP:Iteration 89Q (46233.210000 sec): 3 clusters
  Score: Raw -979026.237805 + Penalty 3045.025101 = -975981.212704
  nChanged 19
		SP:Iteration 90Q (46233.380000 sec): 3 clusters
  Score: Raw -979031.152539 + Penalty 3045.025101 = -975986.127438
  nChanged 21
		SP:Iteration 91Q (46233.540000 sec): 3 clusters
  Score: Raw -979034.933452 + Penalty 3045.025101 = -975989.908351
  nChanged 17
		SP:Iteration 92Q (46233.720000 sec): 3 clusters
  Score: Raw -979037.558760 + Penalty 3045.025101 = -975992.533659
  nChanged 9
		SP:Iteration 93Q (46233.880000 sec): 3 clusters
  Score: Raw -979038.687317 + Penalty 3045.025101 = -975993.662216
  nChanged 7
		SP:Iteration 94Q (46234.050000 sec): 3 clusters
  Score: Raw -979039.448847 + Penalty 3045.025101 = -975994.423746
  nChanged 5
		SP:Iteration 95Q (46234.210000 sec): 3 clusters
  Score: Raw -979040.271931 + Penalty 3045.025101 = -975995.246830
  nChanged 6
		SP:Iteration 96Q (46234.380000 sec): 3 clusters
  Score: Raw -979041.345928 + Penalty 3045.025101 = -975996.320827
  nChanged 5
		SP:Iteration 97Q (46234.540000 sec): 3 clusters
  Score: Raw -979042.182661 + Penalty 3045.025101 = -975997.157560
  nChanged 6
		SP:Iteration 98Q (46234.710000 sec): 3 clusters
  Score: Raw -979042.948519 + Penalty 3045.025101 = -975997.923418
  nChanged 6
		SP:Iteration 99Q (46234.870000 sec): 3 clusters
  Score: Raw -979043.905160 + Penalty 3045.025101 = -975998.880059
  nChanged 5
		SP:Iteration 100F (46235.050000 sec): 3 clusters
  Score: Raw -979044.914873 + Penalty 3045.025101 = -975999.889772
  nChanged 8
		SP:Iteration 101Q (46235.210000 sec): 3 clusters
  Score: Raw -979046.399314 + Penalty 3045.025101 = -976001.374213
  nChanged 9
		SP:Iteration 102Q (46235.400000 sec): 3 clusters
  Score: Raw -979047.806442 + Penalty 3045.025101 = -976002.781341
  nChanged 10
		SP:Iteration 103Q (46235.560000 sec): 3 clusters
  Score: Raw -979049.884707 + Penalty 3045.025101 = -976004.859606
  nChanged 13
		SP:Iteration 104Q (46235.750000 sec): 3 clusters
  Score: Raw -979052.948864 + Penalty 3045.025101 = -976007.923763
  nChanged 18
		SP:Iteration 105Q (46235.910000 sec): 3 clusters
  Score: Raw -979058.025000 + Penalty 3045.025101 = -976012.999899
  nChanged 11
		SP:Iteration 106Q (46236.100000 sec): 3 clusters
  Score: Raw -979060.667051 + Penalty 3045.025101 = -976015.641950
  nChanged 13
		SP:Iteration 107Q (46236.260000 sec): 3 clusters
  Score: Raw -979064.500559 + Penalty 3045.025101 = -976019.475458
  nChanged 17
		SP:Iteration 108Q (46236.420000 sec): 3 clusters
  Score: Raw -979069.032798 + Penalty 3045.025101 = -976024.007697
  nChanged 14
		SP:Iteration 109Q (46236.590000 sec): 3 clusters
  Score: Raw -979074.439578 + Penalty 3045.025101 = -976029.414477
  nChanged 17
		SP:Iteration 110Q (46236.750000 sec): 3 clusters
  Score: Raw -979080.067961 + Penalty 3045.025101 = -976035.042860
  nChanged 20
		SP:Iteration 111Q (46236.920000 sec): 3 clusters
  Score: Raw -979086.770755 + Penalty 3045.025101 = -976041.745654
  nChanged 25
		SP:Iteration 112Q (46237.080000 sec): 3 clusters
  Score: Raw -979093.562563 + Penalty 3045.025101 = -976048.537462
  nChanged 27
		SP:Iteration 113Q (46237.250000 sec): 3 clusters
  Score: Raw -979101.764880 + Penalty 3045.025101 = -976056.739779
  nChanged 22
		SP:Iteration 114Q (46237.420000 sec): 3 clusters
  Score: Raw -979107.464061 + Penalty 3045.025101 = -976062.438960
  nChanged 17
		SP:Iteration 115Q (46237.580000 sec): 3 clusters
  Score: Raw -979112.567970 + Penalty 3045.025101 = -976067.542869
  nChanged 21
		SP:Iteration 116Q (46237.750000 sec): 3 clusters
  Score: Raw -979118.588113 + Penalty 3045.025101 = -976073.563012
  nChanged 24
		SP:Iteration 117Q (46237.910000 sec): 3 clusters
  Score: Raw -979123.699227 + Penalty 3045.025101 = -976078.674126
  nChanged 18
		SP:Iteration 118Q (46238.100000 sec): 3 clusters
  Score: Raw -979130.682258 + Penalty 3045.025101 = -976085.657157
  nChanged 17
		SP:Iteration 119Q (46238.260000 sec): 3 clusters
  Score: Raw -979136.714709 + Penalty 3045.025101 = -976091.689608
  nChanged 15
		SP:Iteration 120F (46238.430000 sec): 3 clusters
  Score: Raw -979141.123452 + Penalty 3045.025101 = -976096.098351
  nChanged 11
		SP:Iteration 121Q (46238.600000 sec): 3 clusters
  Score: Raw -979143.518582 + Penalty 3045.025101 = -976098.493481
  nChanged 9
		SP:Iteration 122Q (46238.760000 sec): 3 clusters
  Score: Raw -979145.999963 + Penalty 3045.025101 = -976100.974862
  nChanged 12
		SP:Iteration 123Q (46238.930000 sec): 3 clusters
  Score: Raw -979149.392005 + Penalty 3045.025101 = -976104.366904
  nChanged 13
		SP:Iteration 124Q (46239.090000 sec): 3 clusters
  Score: Raw -979151.778196 + Penalty 3045.025101 = -976106.753095
  nChanged 7
		SP:Iteration 125Q (46239.260000 sec): 3 clusters
  Score: Raw -979153.156903 + Penalty 3045.025101 = -976108.131802
  nChanged 5
		SP:Iteration 126Q (46239.420000 sec): 3 clusters
  Score: Raw -979154.387875 + Penalty 3045.025101 = -976109.362774
  nChanged 6
		SP:Iteration 127Q (46239.590000 sec): 3 clusters
  Score: Raw -979157.197354 + Penalty 3045.025101 = -976112.172253
  nChanged 6
		SP:Iteration 128Q (46239.750000 sec): 3 clusters
  Score: Raw -979158.855379 + Penalty 3045.025101 = -976113.830278
  nChanged 9
		SP:Iteration 129Q (46239.920000 sec): 3 clusters
  Score: Raw -979161.042179 + Penalty 3045.025101 = -976116.017078
  nChanged 11
		SP:Iteration 130Q (46240.080000 sec): 3 clusters
  Score: Raw -979163.185001 + Penalty 3045.025101 = -976118.159900
  nChanged 12
		SP:Iteration 131Q (46240.250000 sec): 3 clusters
  Score: Raw -979165.685322 + Penalty 3045.025101 = -976120.660221
  nChanged 11
		SP:Iteration 132Q (46240.410000 sec): 3 clusters
  Score: Raw -979168.138273 + Penalty 3045.025101 = -976123.113172
  nChanged 10
		SP:Iteration 133Q (46240.590000 sec): 3 clusters
  Score: Raw -979170.791802 + Penalty 3045.025101 = -976125.766701
  nChanged 12
		SP:Iteration 134Q (46240.750000 sec): 3 clusters
  Score: Raw -979173.460205 + Penalty 3045.025101 = -976128.435104
  nChanged 13
		SP:Iteration 135Q (46240.920000 sec): 3 clusters
  Score: Raw -979176.986556 + Penalty 3045.025101 = -976131.961455
  nChanged 16
		SP:Iteration 136Q (46241.080000 sec): 3 clusters
  Score: Raw -979180.631516 + Penalty 3045.025101 = -976135.606415
  nChanged 17
		SP:Iteration 137Q (46241.270000 sec): 3 clusters
  Score: Raw -979185.314746 + Penalty 3045.025101 = -976140.289645
  nChanged 10
		SP:Iteration 138Q (46241.430000 sec): 3 clusters
  Score: Raw -979190.438654 + Penalty 3045.025101 = -976145.413553
  nChanged 17
		SP:Iteration 139Q (46241.620000 sec): 3 clusters
  Score: Raw -979195.257252 + Penalty 3045.025101 = -976150.232151
  nChanged 17
		SP:Iteration 140F (46241.790000 sec): 3 clusters
  Score: Raw -979200.474132 + Penalty 3045.025101 = -976155.449031
  nChanged 16
		SP:Iteration 141Q (46241.960000 sec): 3 clusters
  Score: Raw -979205.619502 + Penalty 3045.025101 = -976160.594401
  nChanged 19
		SP:Iteration 142Q (46242.130000 sec): 3 clusters
  Score: Raw -979209.946653 + Penalty 3045.025101 = -976164.921552
  nChanged 13
		SP:Iteration 143Q (46242.290000 sec): 3 clusters
  Score: Raw -979213.012911 + Penalty 3045.025101 = -976167.987810
  nChanged 10
		SP:Iteration 144Q (46242.450000 sec): 3 clusters
  Score: Raw -979215.077921 + Penalty 3045.025101 = -976170.052820
  nChanged 7
		SP:Iteration 145Q (46242.640000 sec): 3 clusters
  Score: Raw -979216.043149 + Penalty 3045.025101 = -976171.018048
  nChanged 0
		SP:Iteration 146F (46242.810000 sec): 3 clusters
  Score: Raw -979216.043149 + Penalty 3045.025101 = -976171.018048
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 7 (1473 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46242.890000 sec): 2 clusters
  Score: Raw -112106.733964 + Penalty 1185.446668 = -110921.287297
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46242.910000 sec): 3 clusters
  Score: Raw -111540.290138 + Penalty 2370.893335 = -109169.396803
  nChanged 502
		SP:Iteration 1F (46242.940000 sec): 3 clusters
  Score: Raw -112037.850800 + Penalty 2370.893335 = -109666.957465
  nChanged 140
		SP:Iteration 2F (46242.970000 sec): 3 clusters
  Score: Raw -112283.712417 + Penalty 2370.893335 = -109912.819081
  nChanged 104
		SP:Iteration 3F (46243.000000 sec): 3 clusters
  Score: Raw -112473.874366 + Penalty 2370.893335 = -110102.981030
  nChanged 76
		SP:Iteration 4F (46243.030000 sec): 3 clusters
  Score: Raw -112600.844119 + Penalty 2370.893335 = -110229.950784
  nChanged 59
		SP:Iteration 5Q (46243.060000 sec): 3 clusters
  Score: Raw -112674.311572 + Penalty 2370.893335 = -110303.418237
  nChanged 55
		SP:Iteration 6Q (46243.090000 sec): 3 clusters
  Score: Raw -112750.726658 + Penalty 2370.893335 = -110379.833323
  nChanged 45
		SP:Iteration 7Q (46243.120000 sec): 3 clusters
  Score: Raw -112801.730560 + Penalty 2370.893335 = -110430.837225
  nChanged 30
		SP:Iteration 8Q (46243.150000 sec): 3 clusters
  Score: Raw -112830.945552 + Penalty 2370.893335 = -110460.052216
  nChanged 16
		SP:Iteration 9Q (46243.180000 sec): 3 clusters
  Score: Raw -112852.108522 + Penalty 2370.893335 = -110481.215187
  nChanged 12
		SP:Iteration 10Q (46243.210000 sec): 3 clusters
  Score: Raw -112862.937545 + Penalty 2370.893335 = -110492.044210
  nChanged 9
		SP:Iteration 11Q (46243.240000 sec): 3 clusters
  Score: Raw -112869.775995 + Penalty 2370.893335 = -110498.882659
  nChanged 6
		SP:Iteration 12Q (46243.270000 sec): 3 clusters
  Score: Raw -112875.728379 + Penalty 2370.893335 = -110504.835044
  nChanged 4
		SP:Iteration 13Q (46243.300000 sec): 3 clusters
  Score: Raw -112881.762267 + Penalty 2370.893335 = -110510.868932
  nChanged 5
		SP:Iteration 14Q (46243.330000 sec): 3 clusters
  Score: Raw -112885.652333 + Penalty 2370.893335 = -110514.758998
  nChanged 3
		SP:Iteration 15Q (46243.360000 sec): 3 clusters
  Score: Raw -112888.960187 + Penalty 2370.893335 = -110518.066852
  nChanged 2
		SP:Iteration 16Q (46243.390000 sec): 3 clusters
  Score: Raw -112890.084069 + Penalty 2370.893335 = -110519.190733
  nChanged 1
		SP:Iteration 17Q (46243.420000 sec): 3 clusters
  Score: Raw -112890.666612 + Penalty 2370.893335 = -110519.773277
  nChanged 0
		SP:Iteration 18F (46243.450000 sec): 3 clusters
  Score: Raw -112890.666612 + Penalty 2370.893335 = -110519.773277
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 8 (2166 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46243.510000 sec): 2 clusters
  Score: Raw -183834.654090 + Penalty 1248.103582 = -182586.550508
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46243.550000 sec): 3 clusters
  Score: Raw -182871.995803 + Penalty 2496.207164 = -180375.788639
  nChanged 823
		SP:Iteration 1F (46243.600000 sec): 3 clusters
  Score: Raw -183398.285776 + Penalty 2496.207164 = -180902.078613
  nChanged 171
		SP:Iteration 2F (46243.640000 sec): 3 clusters
  Score: Raw -183508.575912 + Penalty 2496.207164 = -181012.368748
  nChanged 102
		SP:Iteration 3Q (46243.680000 sec): 3 clusters
  Score: Raw -183570.610427 + Penalty 2496.207164 = -181074.403263
  nChanged 80
		SP:Iteration 4Q (46243.730000 sec): 3 clusters
  Score: Raw -183616.262692 + Penalty 2496.207164 = -181120.055528
  nChanged 45
		SP:Iteration 5Q (46243.770000 sec): 3 clusters
  Score: Raw -183637.909993 + Penalty 2496.207164 = -181141.702829
  nChanged 32
		SP:Iteration 6Q (46243.810000 sec): 3 clusters
  Score: Raw -183653.862021 + Penalty 2496.207164 = -181157.654858
  nChanged 28
		SP:Iteration 7Q (46243.850000 sec): 3 clusters
  Score: Raw -183667.891062 + Penalty 2496.207164 = -181171.683898
  nChanged 20
		SP:Iteration 8Q (46243.900000 sec): 3 clusters
  Score: Raw -183675.695972 + Penalty 2496.207164 = -181179.488808
  nChanged 16
		SP:Iteration 9Q (46243.940000 sec): 3 clusters
  Score: Raw -183682.896267 + Penalty 2496.207164 = -181186.689103
  nChanged 16
		SP:Iteration 10Q (46243.990000 sec): 3 clusters
  Score: Raw -183689.644163 + Penalty 2496.207164 = -181193.436999
  nChanged 9
		SP:Iteration 11Q (46244.030000 sec): 3 clusters
  Score: Raw -183694.008196 + Penalty 2496.207164 = -181197.801032
  nChanged 12
		SP:Iteration 12Q (46244.070000 sec): 3 clusters
  Score: Raw -183698.481350 + Penalty 2496.207164 = -181202.274186
  nChanged 11
		SP:Iteration 13Q (46244.110000 sec): 3 clusters
  Score: Raw -183702.555636 + Penalty 2496.207164 = -181206.348472
  nChanged 11
		SP:Iteration 14Q (46244.160000 sec): 3 clusters
  Score: Raw -183707.937709 + Penalty 2496.207164 = -181211.730545
  nChanged 14
		SP:Iteration 15Q (46244.200000 sec): 3 clusters
  Score: Raw -183712.791861 + Penalty 2496.207164 = -181216.584697
  nChanged 13
		SP:Iteration 16Q (46244.240000 sec): 3 clusters
  Score: Raw -183720.355565 + Penalty 2496.207164 = -181224.148401
  nChanged 18
		SP:Iteration 17Q (46244.290000 sec): 3 clusters
  Score: Raw -183729.165429 + Penalty 2496.207164 = -181232.958265
  nChanged 14
		SP:Iteration 18Q (46244.330000 sec): 3 clusters
  Score: Raw -183734.919775 + Penalty 2496.207164 = -181238.712611
  nChanged 11
		SP:Iteration 19Q (46244.370000 sec): 3 clusters
  Score: Raw -183739.999221 + Penalty 2496.207164 = -181243.792057
  nChanged 12
		SP:Iteration 20F (46244.410000 sec): 3 clusters
  Score: Raw -183746.429728 + Penalty 2496.207164 = -181250.222564
  nChanged 11
		SP:Iteration 21Q (46244.460000 sec): 3 clusters
  Score: Raw -183750.863788 + Penalty 2496.207164 = -181254.656624
  nChanged 9
		SP:Iteration 22Q (46244.500000 sec): 3 clusters
  Score: Raw -183754.458826 + Penalty 2496.207164 = -181258.251662
  nChanged 10
		SP:Iteration 23Q (46244.550000 sec): 3 clusters
  Score: Raw -183759.242562 + Penalty 2496.207164 = -181263.035398
  nChanged 8
		SP:Iteration 24Q (46244.590000 sec): 3 clusters
  Score: Raw -183762.796686 + Penalty 2496.207164 = -181266.589522
  nChanged 8
		SP:Iteration 25Q (46244.630000 sec): 3 clusters
  Score: Raw -183766.411852 + Penalty 2496.207164 = -181270.204688
  nChanged 7
		SP:Iteration 26Q (46244.670000 sec): 3 clusters
  Score: Raw -183769.413879 + Penalty 2496.207164 = -181273.206715
  nChanged 7
		SP:Iteration 27Q (46244.720000 sec): 3 clusters
  Score: Raw -183772.600312 + Penalty 2496.207164 = -181276.393148
  nChanged 9
		SP:Iteration 28Q (46244.760000 sec): 3 clusters
  Score: Raw -183776.923262 + Penalty 2496.207164 = -181280.716098
  nChanged 11
		SP:Iteration 29Q (46244.810000 sec): 3 clusters
  Score: Raw -183781.198732 + Penalty 2496.207164 = -181284.991569
  nChanged 9
		SP:Iteration 30Q (46244.850000 sec): 3 clusters
  Score: Raw -183785.130759 + Penalty 2496.207164 = -181288.923595
  nChanged 9
		SP:Iteration 31Q (46244.890000 sec): 3 clusters
  Score: Raw -183788.746340 + Penalty 2496.207164 = -181292.539176
  nChanged 9
		SP:Iteration 32Q (46244.930000 sec): 3 clusters
  Score: Raw -183792.910494 + Penalty 2496.207164 = -181296.703330
  nChanged 4
		SP:Iteration 33Q (46244.980000 sec): 3 clusters
  Score: Raw -183794.453855 + Penalty 2496.207164 = -181298.246691
  nChanged 2
		SP:Iteration 34Q (46245.020000 sec): 3 clusters
  Score: Raw -183795.915347 + Penalty 2496.207164 = -181299.708183
  nChanged 5
		SP:Iteration 35Q (46245.060000 sec): 3 clusters
  Score: Raw -183797.581112 + Penalty 2496.207164 = -181301.373948
  nChanged 6
		SP:Iteration 36Q (46245.110000 sec): 3 clusters
  Score: Raw -183800.154967 + Penalty 2496.207164 = -181303.947803
  nChanged 5
		SP:Iteration 37Q (46245.150000 sec): 3 clusters
  Score: Raw -183802.302465 + Penalty 2496.207164 = -181306.095302
  nChanged 2
		SP:Iteration 38Q (46245.190000 sec): 3 clusters
  Score: Raw -183803.170353 + Penalty 2496.207164 = -181306.963189
  nChanged 3
		SP:Iteration 39Q (46245.240000 sec): 3 clusters
  Score: Raw -183804.091780 + Penalty 2496.207164 = -181307.884616
  nChanged 4
		SP:Iteration 40F (46245.280000 sec): 3 clusters
  Score: Raw -183805.325650 + Penalty 2496.207164 = -181309.118486
  nChanged 5
		SP:Iteration 41Q (46245.320000 sec): 3 clusters
  Score: Raw -183807.071130 + Penalty 2496.207164 = -181310.863966
  nChanged 9
		SP:Iteration 42Q (46245.370000 sec): 3 clusters
  Score: Raw -183809.839368 + Penalty 2496.207164 = -181313.632204
  nChanged 14
		SP:Iteration 43Q (46245.410000 sec): 3 clusters
  Score: Raw -183816.429921 + Penalty 2496.207164 = -181320.222757
  nChanged 11
		SP:Iteration 44Q (46245.450000 sec): 3 clusters
  Score: Raw -183820.527558 + Penalty 2496.207164 = -181324.320394
  nChanged 9
		SP:Iteration 45Q (46245.490000 sec): 3 clusters
  Score: Raw -183824.310930 + Penalty 2496.207164 = -181328.103766
  nChanged 7
		SP:Iteration 46Q (46245.540000 sec): 3 clusters
  Score: Raw -183825.923007 + Penalty 2496.207164 = -181329.715843
  nChanged 6
		SP:Iteration 47Q (46245.580000 sec): 3 clusters
  Score: Raw -183828.439980 + Penalty 2496.207164 = -181332.232816
  nChanged 10
		SP:Iteration 48Q (46245.620000 sec): 3 clusters
  Score: Raw -183831.955033 + Penalty 2496.207164 = -181335.747869
  nChanged 9
		SP:Iteration 49Q (46245.670000 sec): 3 clusters
  Score: Raw -183835.696645 + Penalty 2496.207164 = -181339.489481
  nChanged 10
		SP:Iteration 50Q (46245.710000 sec): 3 clusters
  Score: Raw -183839.496853 + Penalty 2496.207164 = -181343.289689
  nChanged 9
		SP:Iteration 51Q (46245.750000 sec): 3 clusters
  Score: Raw -183844.804414 + Penalty 2496.207164 = -181348.597250
  nChanged 11
		SP:Iteration 52Q (46245.790000 sec): 3 clusters
  Score: Raw -183851.027341 + Penalty 2496.207164 = -181354.820177
  nChanged 16
		SP:Iteration 53Q (46245.840000 sec): 3 clusters
  Score: Raw -183860.646510 + Penalty 2496.207164 = -181364.439346
  nChanged 16
		SP:Iteration 54Q (46245.880000 sec): 3 clusters
  Score: Raw -183870.826541 + Penalty 2496.207164 = -181374.619377
  nChanged 17
		SP:Iteration 55Q (46245.920000 sec): 3 clusters
  Score: Raw -183882.437682 + Penalty 2496.207164 = -181386.230518
  nChanged 18
		SP:Iteration 56Q (46245.970000 sec): 3 clusters
  Score: Raw -183892.421488 + Penalty 2496.207164 = -181396.214324
  nChanged 22
		SP:Iteration 57Q (46246.010000 sec): 3 clusters
  Score: Raw -183909.501509 + Penalty 2496.207164 = -181413.294345
  nChanged 18
		SP:Iteration 58Q (46246.050000 sec): 3 clusters
  Score: Raw -183924.502728 + Penalty 2496.207164 = -181428.295564
  nChanged 17
		SP:Iteration 59Q (46246.090000 sec): 3 clusters
  Score: Raw -183941.532060 + Penalty 2496.207164 = -181445.324896
  nChanged 23
		SP:Iteration 60F (46246.130000 sec): 3 clusters
  Score: Raw -183968.466128 + Penalty 2496.207164 = -181472.258964
  nChanged 24
		SP:Iteration 61Q (46246.180000 sec): 3 clusters
  Score: Raw -183995.639556 + Penalty 2496.207164 = -181499.432392
  nChanged 15
		SP:Iteration 62Q (46246.220000 sec): 3 clusters
  Score: Raw -184010.538148 + Penalty 2496.207164 = -181514.330984
  nChanged 16
		SP:Iteration 63Q (46246.260000 sec): 3 clusters
  Score: Raw -184022.292211 + Penalty 2496.207164 = -181526.085047
  nChanged 12
		SP:Iteration 64Q (46246.300000 sec): 3 clusters
  Score: Raw -184030.862867 + Penalty 2496.207164 = -181534.655703
  nChanged 7
		SP:Iteration 65Q (46246.350000 sec): 3 clusters
  Score: Raw -184037.236749 + Penalty 2496.207164 = -181541.029585
  nChanged 3
		SP:Iteration 66Q (46246.390000 sec): 3 clusters
  Score: Raw -184038.552363 + Penalty 2496.207164 = -181542.345199
  nChanged 2
		SP:Iteration 67Q (46246.430000 sec): 3 clusters
  Score: Raw -184039.419014 + Penalty 2496.207164 = -181543.211850
  nChanged 1
		SP:Iteration 68Q (46246.470000 sec): 3 clusters
  Score: Raw -184039.615867 + Penalty 2496.207164 = -181543.408703
  nChanged 0
		SP:Iteration 69F (46246.510000 sec): 3 clusters
  Score: Raw -184039.615867 + Penalty 2496.207164 = -181543.408703
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 9 (24519 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46246.760000 sec): 2 clusters
  Score: Raw -2212313.705862 + Penalty 1642.420586 = -2210671.285276
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46247.070000 sec): 3 clusters
  Score: Raw -2197320.506691 + Penalty 3284.841172 = -2194035.665519
  nChanged 11276
		SP:Iteration 1F (46247.350000 sec): 3 clusters
  Score: Raw -2203598.770156 + Penalty 3284.841172 = -2200313.928984
  nChanged 1248
		SP:Iteration 2F (46247.630000 sec): 3 clusters
  Score: Raw -2204106.952790 + Penalty 3284.841172 = -2200822.111618
  nChanged 1405
		SP:Iteration 3F (46247.970000 sec): 3 clusters
  Score: Raw -2204823.307320 + Penalty 3284.841172 = -2201538.466148
  nChanged 1608
		SP:Iteration 4F (46248.250000 sec): 3 clusters
  Score: Raw -2205753.299591 + Penalty 3284.841172 = -2202468.458419
  nChanged 1742
		SP:Iteration 5F (46248.530000 sec): 3 clusters
  Score: Raw -2206960.955671 + Penalty 3284.841172 = -2203676.114499
  nChanged 1798
		SP:Iteration 6F (46248.850000 sec): 3 clusters
  Score: Raw -2208338.314423 + Penalty 3284.841172 = -2205053.473251
  nChanged 1579
		SP:Iteration 7F (46249.150000 sec): 3 clusters
  Score: Raw -2209655.476897 + Penalty 3284.841172 = -2206370.635725
  nChanged 1247
		SP:Iteration 8F (46249.430000 sec): 3 clusters
  Score: Raw -2210741.569039 + Penalty 3284.841172 = -2207456.727867
  nChanged 872
		SP:Iteration 9Q (46249.770000 sec): 3 clusters
  Score: Raw -2211486.120035 + Penalty 3284.841172 = -2208201.278863
  nChanged 513
		SP:Iteration 10Q (46250.070000 sec): 3 clusters
  Score: Raw -2211957.450943 + Penalty 3284.841172 = -2208672.609771
  nChanged 296
		SP:Iteration 11Q (46250.400000 sec): 3 clusters
  Score: Raw -2212267.108398 + Penalty 3284.841172 = -2208982.267226
  nChanged 169
		SP:Iteration 12Q (46250.700000 sec): 3 clusters
  Score: Raw -2212518.347387 + Penalty 3284.841172 = -2209233.506215
  nChanged 109
		SP:Iteration 13Q (46250.990000 sec): 3 clusters
  Score: Raw -2212668.306695 + Penalty 3284.841172 = -2209383.465523
  nChanged 90
		SP:Iteration 14Q (46251.320000 sec): 3 clusters
  Score: Raw -2212750.346504 + Penalty 3284.841172 = -2209465.505332
  nChanged 66
		SP:Iteration 15Q (46251.610000 sec): 3 clusters
  Score: Raw -2212807.987327 + Penalty 3284.841172 = -2209523.146155
  nChanged 43
		SP:Iteration 16Q (46251.950000 sec): 3 clusters
  Score: Raw -2212839.904404 + Penalty 3284.841172 = -2209555.063232
  nChanged 31
		SP:Iteration 17Q (46252.260000 sec): 3 clusters
  Score: Raw -2212854.018299 + Penalty 3284.841172 = -2209569.177127
  nChanged 10
		SP:Iteration 18Q (46252.600000 sec): 3 clusters
  Score: Raw -2212860.138652 + Penalty 3284.841172 = -2209575.297480
  nChanged 11
		SP:Iteration 19Q (46252.910000 sec): 3 clusters
  Score: Raw -2212866.092703 + Penalty 3284.841172 = -2209581.251531
  nChanged 12
		SP:Iteration 20F (46253.240000 sec): 3 clusters
  Score: Raw -2212871.957079 + Penalty 3284.841172 = -2209587.115907
  nChanged 7
		SP:Iteration 21Q (46253.550000 sec): 3 clusters
  Score: Raw -2212875.489114 + Penalty 3284.841172 = -2209590.647942
  nChanged 5
		SP:Iteration 22Q (46253.840000 sec): 3 clusters
  Score: Raw -2212878.599556 + Penalty 3284.841172 = -2209593.758384
  nChanged 4
		SP:Iteration 23Q (46254.180000 sec): 3 clusters
  Score: Raw -2212881.310516 + Penalty 3284.841172 = -2209596.469344
  nChanged 6
		SP:Iteration 24Q (46254.480000 sec): 3 clusters
  Score: Raw -2212882.984805 + Penalty 3284.841172 = -2209598.143633
  nChanged 1
		SP:Iteration 25Q (46254.820000 sec): 3 clusters
  Score: Raw -2212883.398915 + Penalty 3284.841172 = -2209598.557743
  nChanged 2
		SP:Iteration 26Q (46255.110000 sec): 3 clusters
  Score: Raw -2212884.281916 + Penalty 3284.841172 = -2209599.440744
  nChanged 1
		SP:Iteration 27Q (46255.400000 sec): 3 clusters
  Score: Raw -2212884.642846 + Penalty 3284.841172 = -2209599.801674
  nChanged 1
		SP:Iteration 28Q (46255.740000 sec): 3 clusters
  Score: Raw -2212885.159559 + Penalty 3284.841172 = -2209600.318387
  nChanged 2
		SP:Iteration 29Q (46256.040000 sec): 3 clusters
  Score: Raw -2212886.216658 + Penalty 3284.841172 = -2209601.375486
  nChanged 4
		SP:Iteration 30Q (46256.380000 sec): 3 clusters
  Score: Raw -2212887.384539 + Penalty 3284.841172 = -2209602.543367
  nChanged 2
		SP:Iteration 31Q (46256.670000 sec): 3 clusters
  Score: Raw -2212887.755693 + Penalty 3284.841172 = -2209602.914521
  nChanged 0
		SP:Iteration 32F (46256.990000 sec): 3 clusters
  Score: Raw -2212887.755693 + Penalty 3284.841172 = -2209602.914521
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 10 (1219 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46257.050000 sec): 2 clusters
  Score: Raw -100821.367801 + Penalty 1154.690246 = -99666.677555
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46257.080000 sec): 3 clusters
  Score: Raw -100365.497216 + Penalty 2309.380492 = -98056.116724
  nChanged 401
		SP:Iteration 1F (46257.100000 sec): 3 clusters
  Score: Raw -100690.686938 + Penalty 2309.380492 = -98381.306446
  nChanged 97
		SP:Iteration 2F (46257.130000 sec): 3 clusters
  Score: Raw -100776.552318 + Penalty 2309.380492 = -98467.171825
  nChanged 60
		SP:Iteration 3Q (46257.150000 sec): 3 clusters
  Score: Raw -100835.578149 + Penalty 2309.380492 = -98526.197657
  nChanged 42
		SP:Iteration 4Q (46257.180000 sec): 3 clusters
  Score: Raw -100895.923174 + Penalty 2309.380492 = -98586.542682
  nChanged 36
		SP:Iteration 5Q (46257.200000 sec): 3 clusters
  Score: Raw -100951.594516 + Penalty 2309.380492 = -98642.214024
  nChanged 28
		SP:Iteration 6Q (46257.220000 sec): 3 clusters
  Score: Raw -100989.137477 + Penalty 2309.380492 = -98679.756985
  nChanged 35
		SP:Iteration 7Q (46257.250000 sec): 3 clusters
  Score: Raw -101025.679575 + Penalty 2309.380492 = -98716.299083
  nChanged 32
		SP:Iteration 8Q (46257.280000 sec): 3 clusters
  Score: Raw -101054.262923 + Penalty 2309.380492 = -98744.882431
  nChanged 26
		SP:Iteration 9Q (46257.300000 sec): 3 clusters
  Score: Raw -101073.525762 + Penalty 2309.380492 = -98764.145269
  nChanged 22
		SP:Iteration 10Q (46257.320000 sec): 3 clusters
  Score: Raw -101096.343714 + Penalty 2309.380492 = -98786.963222
  nChanged 28
		SP:Iteration 11Q (46257.350000 sec): 3 clusters
  Score: Raw -101135.322570 + Penalty 2309.380492 = -98825.942078
  nChanged 28
		SP:Iteration 12Q (46257.370000 sec): 3 clusters
  Score: Raw -101158.123303 + Penalty 2309.380492 = -98848.742811
  nChanged 16
		SP:Iteration 13Q (46257.400000 sec): 3 clusters
  Score: Raw -101170.118247 + Penalty 2309.380492 = -98860.737755
  nChanged 10
		SP:Iteration 14Q (46257.420000 sec): 3 clusters
  Score: Raw -101180.813449 + Penalty 2309.380492 = -98871.432956
  nChanged 10
		SP:Iteration 15Q (46257.440000 sec): 3 clusters
  Score: Raw -101189.367211 + Penalty 2309.380492 = -98879.986719
  nChanged 6
		SP:Iteration 16Q (46257.470000 sec): 3 clusters
  Score: Raw -101194.351260 + Penalty 2309.380492 = -98884.970768
  nChanged 9
		SP:Iteration 17Q (46257.500000 sec): 3 clusters
  Score: Raw -101202.067675 + Penalty 2309.380492 = -98892.687183
  nChanged 11
		SP:Iteration 18Q (46257.520000 sec): 3 clusters
  Score: Raw -101213.067586 + Penalty 2309.380492 = -98903.687094
  nChanged 12
		SP:Iteration 19Q (46257.540000 sec): 3 clusters
  Score: Raw -101226.358404 + Penalty 2309.380492 = -98916.977912
  nChanged 13
		SP:Iteration 20F (46257.570000 sec): 3 clusters
  Score: Raw -101238.946269 + Penalty 2309.380492 = -98929.565777
  nChanged 13
		SP:Iteration 21Q (46257.590000 sec): 3 clusters
  Score: Raw -101250.781213 + Penalty 2309.380492 = -98941.400721
  nChanged 9
		SP:Iteration 22Q (46257.620000 sec): 3 clusters
  Score: Raw -101258.890987 + Penalty 2309.380492 = -98949.510495
  nChanged 7
		SP:Iteration 23Q (46257.640000 sec): 3 clusters
  Score: Raw -101264.803512 + Penalty 2309.380492 = -98955.423020
  nChanged 8
		SP:Iteration 24Q (46257.660000 sec): 3 clusters
  Score: Raw -101273.981903 + Penalty 2309.380492 = -98964.601411
  nChanged 5
		SP:Iteration 25Q (46257.690000 sec): 3 clusters
  Score: Raw -101276.243621 + Penalty 2309.380492 = -98966.863129
  nChanged 3
		SP:Iteration 26Q (46257.710000 sec): 3 clusters
  Score: Raw -101277.689493 + Penalty 2309.380492 = -98968.309001
  nChanged 1
		SP:Iteration 27Q (46257.740000 sec): 3 clusters
  Score: Raw -101278.327795 + Penalty 2309.380492 = -98968.947303
  nChanged 2
		SP:Iteration 28Q (46257.760000 sec): 3 clusters
  Score: Raw -101279.169622 + Penalty 2309.380492 = -98969.789130
  nChanged 3
		SP:Iteration 29Q (46257.780000 sec): 3 clusters
  Score: Raw -101281.636594 + Penalty 2309.380492 = -98972.256102
  nChanged 4
		SP:Iteration 30Q (46257.810000 sec): 3 clusters
  Score: Raw -101286.093392 + Penalty 2309.380492 = -98976.712900
  nChanged 3
		SP:Iteration 31Q (46257.830000 sec): 3 clusters
  Score: Raw -101290.263328 + Penalty 2309.380492 = -98980.882836
  nChanged 3
		SP:Iteration 32Q (46257.860000 sec): 3 clusters
  Score: Raw -101293.725692 + Penalty 2309.380492 = -98984.345200
  nChanged 0
		SP:Iteration 33F (46257.880000 sec): 3 clusters
  Score: Raw -101293.725692 + Penalty 2309.380492 = -98984.345200
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 11 (7924 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46257.980000 sec): 2 clusters
  Score: Raw -767965.174719 + Penalty 1458.868354 = -766506.306365
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46258.110000 sec): 3 clusters
  Score: Raw -763512.926392 + Penalty 2917.736708 = -760595.189685
  nChanged 3427
		SP:Iteration 1F (46258.230000 sec): 3 clusters
  Score: Raw -765363.703846 + Penalty 2917.736708 = -762445.967138
  nChanged 436
		SP:Iteration 2F (46258.360000 sec): 3 clusters
  Score: Raw -765514.698126 + Penalty 2917.736708 = -762596.961418
  nChanged 299
		SP:Iteration 3Q (46258.500000 sec): 3 clusters
  Score: Raw -765611.872663 + Penalty 2917.736708 = -762694.135956
  nChanged 237
		SP:Iteration 4Q (46258.640000 sec): 3 clusters
  Score: Raw -765688.154668 + Penalty 2917.736708 = -762770.417960
  nChanged 214
		SP:Iteration 5Q (46258.780000 sec): 3 clusters
  Score: Raw -765748.270517 + Penalty 2917.736708 = -762830.533809
  nChanged 175
		SP:Iteration 6Q (46258.920000 sec): 3 clusters
  Score: Raw -765790.567656 + Penalty 2917.736708 = -762872.830949
  nChanged 139
		SP:Iteration 7Q (46259.060000 sec): 3 clusters
  Score: Raw -765831.670762 + Penalty 2917.736708 = -762913.934054
  nChanged 143
		SP:Iteration 8Q (46259.200000 sec): 3 clusters
  Score: Raw -765866.836714 + Penalty 2917.736708 = -762949.100007
  nChanged 125
		SP:Iteration 9Q (46259.320000 sec): 3 clusters
  Score: Raw -765895.665608 + Penalty 2917.736708 = -762977.928901
  nChanged 112
		SP:Iteration 10Q (46259.450000 sec): 3 clusters
  Score: Raw -765920.457182 + Penalty 2917.736708 = -763002.720474
  nChanged 109
		SP:Iteration 11Q (46259.590000 sec): 3 clusters
  Score: Raw -765946.727906 + Penalty 2917.736708 = -763028.991199
  nChanged 103
		SP:Iteration 12Q (46259.720000 sec): 3 clusters
  Score: Raw -765970.512006 + Penalty 2917.736708 = -763052.775299
  nChanged 107
		SP:Iteration 13Q (46259.860000 sec): 3 clusters
  Score: Raw -766000.025651 + Penalty 2917.736708 = -763082.288944
  nChanged 102
		SP:Iteration 14Q (46260.000000 sec): 3 clusters
  Score: Raw -766030.881708 + Penalty 2917.736708 = -763113.145001
  nChanged 121
		SP:Iteration 15Q (46260.140000 sec): 3 clusters
  Score: Raw -766062.296932 + Penalty 2917.736708 = -763144.560225
  nChanged 133
		SP:Iteration 16Q (46260.270000 sec): 3 clusters
  Score: Raw -766102.968954 + Penalty 2917.736708 = -763185.232247
  nChanged 158
		SP:Iteration 17Q (46260.410000 sec): 3 clusters
  Score: Raw -766160.401567 + Penalty 2917.736708 = -763242.664859
  nChanged 192
		SP:Iteration 18Q (46260.540000 sec): 3 clusters
  Score: Raw -766233.227931 + Penalty 2917.736708 = -763315.491224
  nChanged 217
		SP:Iteration 19Q (46260.680000 sec): 3 clusters
  Score: Raw -766323.441142 + Penalty 2917.736708 = -763405.704435
  nChanged 266
		SP:Iteration 20F (46260.800000 sec): 3 clusters
  Score: Raw -766450.104427 + Penalty 2917.736708 = -763532.367719
  nChanged 326
		SP:Iteration 21Q (46260.920000 sec): 3 clusters
  Score: Raw -766632.351272 + Penalty 2917.736708 = -763714.614564
  nChanged 356
		SP:Iteration 22Q (46261.060000 sec): 3 clusters
  Score: Raw -766852.685415 + Penalty 2917.736708 = -763934.948707
  nChanged 366
		SP:Iteration 23Q (46261.190000 sec): 3 clusters
  Score: Raw -767115.110875 + Penalty 2917.736708 = -764197.374168
  nChanged 340
		SP:Iteration 24Q (46261.330000 sec): 3 clusters
  Score: Raw -767370.985392 + Penalty 2917.736708 = -764453.248684
  nChanged 294
		SP:Iteration 25Q (46261.460000 sec): 3 clusters
  Score: Raw -767618.528667 + Penalty 2917.736708 = -764700.791960
  nChanged 218
		SP:Iteration 26Q (46261.590000 sec): 3 clusters
  Score: Raw -767806.993964 + Penalty 2917.736708 = -764889.257256
  nChanged 129
		SP:Iteration 27Q (46261.700000 sec): 3 clusters
  Score: Raw -767922.496108 + Penalty 2917.736708 = -765004.759401
  nChanged 91
		SP:Iteration 28Q (46261.830000 sec): 3 clusters
  Score: Raw -768005.549022 + Penalty 2917.736708 = -765087.812315
  nChanged 47
		SP:Iteration 29Q (46261.950000 sec): 3 clusters
  Score: Raw -768049.022704 + Penalty 2917.736708 = -765131.285997
  nChanged 32
		SP:Iteration 30Q (46262.070000 sec): 3 clusters
  Score: Raw -768078.154096 + Penalty 2917.736708 = -765160.417389
  nChanged 15
		SP:Iteration 31Q (46262.190000 sec): 3 clusters
  Score: Raw -768094.175173 + Penalty 2917.736708 = -765176.438466
  nChanged 10
		SP:Iteration 32Q (46262.310000 sec): 3 clusters
  Score: Raw -768103.530505 + Penalty 2917.736708 = -765185.793798
  nChanged 6
		SP:Iteration 33Q (46262.430000 sec): 3 clusters
  Score: Raw -768111.580473 + Penalty 2917.736708 = -765193.843765
  nChanged 7
		SP:Iteration 34Q (46262.550000 sec): 3 clusters
  Score: Raw -768120.249494 + Penalty 2917.736708 = -765202.512786
  nChanged 4
		SP:Iteration 35Q (46262.670000 sec): 3 clusters
  Score: Raw -768123.526914 + Penalty 2917.736708 = -765205.790207
  nChanged 3
		SP:Iteration 36Q (46262.790000 sec): 3 clusters
  Score: Raw -768128.578976 + Penalty 2917.736708 = -765210.842269
  nChanged 6
		SP:Iteration 37Q (46262.910000 sec): 3 clusters
  Score: Raw -768135.619290 + Penalty 2917.736708 = -765217.882583
  nChanged 2
		SP:Iteration 38Q (46263.030000 sec): 3 clusters
  Score: Raw -768136.603452 + Penalty 2917.736708 = -765218.866744
  nChanged 1
		SP:Iteration 39Q (46263.150000 sec): 3 clusters
  Score: Raw -768138.159025 + Penalty 2917.736708 = -765220.422318
  nChanged 2
		SP:Iteration 40F (46263.270000 sec): 3 clusters
  Score: Raw -768140.008641 + Penalty 2917.736708 = -765222.271933
  nChanged 4
		SP:Iteration 41Q (46263.400000 sec): 3 clusters
  Score: Raw -768149.171933 + Penalty 2917.736708 = -765231.435225
  nChanged 4
		SP:Iteration 42Q (46263.520000 sec): 3 clusters
  Score: Raw -768155.319654 + Penalty 2917.736708 = -765237.582946
  nChanged 4
		SP:Iteration 43Q (46263.630000 sec): 3 clusters
  Score: Raw -768162.286458 + Penalty 2917.736708 = -765244.549751
  nChanged 4
		SP:Iteration 44Q (46263.750000 sec): 3 clusters
  Score: Raw -768167.838359 + Penalty 2917.736708 = -765250.101652
  nChanged 2
		SP:Iteration 45Q (46263.870000 sec): 3 clusters
  Score: Raw -768169.019895 + Penalty 2917.736708 = -765251.283188
  nChanged 1
		SP:Iteration 46Q (46263.990000 sec): 3 clusters
  Score: Raw -768169.297226 + Penalty 2917.736708 = -765251.560519
  nChanged 0
		SP:Iteration 47F (46264.120000 sec): 3 clusters
  Score: Raw -768169.297226 + Penalty 2917.736708 = -765251.560519
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 12 (21884 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46264.350000 sec): 2 clusters
  Score: Raw -2075405.858472 + Penalty 1623.945546 = -2073781.912926
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46264.620000 sec): 3 clusters
  Score: Raw -2062171.268515 + Penalty 3247.891093 = -2058923.377422
  nChanged 9948
		SP:Iteration 1F (46264.880000 sec): 3 clusters
  Score: Raw -2067502.264087 + Penalty 3247.891093 = -2064254.372994
  nChanged 898
		SP:Iteration 2Q (46265.160000 sec): 3 clusters
  Score: Raw -2067756.754664 + Penalty 3247.891093 = -2064508.863571
  nChanged 800
		SP:Iteration 3Q (46265.430000 sec): 3 clusters
  Score: Raw -2067971.287882 + Penalty 3247.891093 = -2064723.396789
  nChanged 761
		SP:Iteration 4Q (46265.710000 sec): 3 clusters
  Score: Raw -2068171.594893 + Penalty 3247.891093 = -2064923.703800
  nChanged 657
		SP:Iteration 5Q (46265.990000 sec): 3 clusters
  Score: Raw -2068332.570510 + Penalty 3247.891093 = -2065084.679417
  nChanged 586
		SP:Iteration 6Q (46266.260000 sec): 3 clusters
  Score: Raw -2068493.250799 + Penalty 3247.891093 = -2065245.359706
  nChanged 617
		SP:Iteration 7Q (46266.540000 sec): 3 clusters
  Score: Raw -2068665.178295 + Penalty 3247.891093 = -2065417.287202
  nChanged 625
		SP:Iteration 8Q (46266.810000 sec): 3 clusters
  Score: Raw -2068845.400807 + Penalty 3247.891093 = -2065597.509714
  nChanged 654
		SP:Iteration 9Q (46267.090000 sec): 3 clusters
  Score: Raw -2069057.178663 + Penalty 3247.891093 = -2065809.287570
  nChanged 718
		SP:Iteration 10Q (46267.360000 sec): 3 clusters
  Score: Raw -2069336.613438 + Penalty 3247.891093 = -2066088.722345
  nChanged 839
		SP:Iteration 11Q (46267.640000 sec): 3 clusters
  Score: Raw -2069718.726996 + Penalty 3247.891093 = -2066470.835903
  nChanged 1036
		SP:Iteration 12Q (46267.910000 sec): 3 clusters
  Score: Raw -2070286.267062 + Penalty 3247.891093 = -2067038.375969
  nChanged 1219
		SP:Iteration 13F (46268.170000 sec): 3 clusters
  Score: Raw -2071079.641712 + Penalty 3247.891093 = -2067831.750619
  nChanged 1345
		SP:Iteration 14F (46268.460000 sec): 3 clusters
  Score: Raw -2072074.509207 + Penalty 3247.891093 = -2068826.618114
  nChanged 1312
		SP:Iteration 15F (46268.750000 sec): 3 clusters
  Score: Raw -2073132.861847 + Penalty 3247.891093 = -2069884.970755
  nChanged 1116
		SP:Iteration 16F (46269.010000 sec): 3 clusters
  Score: Raw -2074109.753040 + Penalty 3247.891093 = -2070861.861947
  nChanged 790
		SP:Iteration 17Q (46269.290000 sec): 3 clusters
  Score: Raw -2074812.465526 + Penalty 3247.891093 = -2071564.574433
  nChanged 417
		SP:Iteration 18Q (46269.560000 sec): 3 clusters
  Score: Raw -2075199.277906 + Penalty 3247.891093 = -2071951.386813
  nChanged 196
		SP:Iteration 19Q (46269.830000 sec): 3 clusters
  Score: Raw -2075411.644569 + Penalty 3247.891093 = -2072163.753476
  nChanged 75
		SP:Iteration 20F (46270.080000 sec): 3 clusters
  Score: Raw -2075504.012440 + Penalty 3247.891093 = -2072256.121347
  nChanged 32
		SP:Iteration 21Q (46270.350000 sec): 3 clusters
  Score: Raw -2075546.739887 + Penalty 3247.891093 = -2072298.848794
  nChanged 21
		SP:Iteration 22Q (46270.630000 sec): 3 clusters
  Score: Raw -2075570.290664 + Penalty 3247.891093 = -2072322.399571
  nChanged 11
		SP:Iteration 23Q (46270.910000 sec): 3 clusters
  Score: Raw -2075583.625581 + Penalty 3247.891093 = -2072335.734488
  nChanged 7
		SP:Iteration 24Q (46271.190000 sec): 3 clusters
  Score: Raw -2075593.465971 + Penalty 3247.891093 = -2072345.574878
  nChanged 8
		SP:Iteration 25Q (46271.470000 sec): 3 clusters
  Score: Raw -2075602.602530 + Penalty 3247.891093 = -2072354.711438
  nChanged 4
		SP:Iteration 26Q (46271.740000 sec): 3 clusters
  Score: Raw -2075606.620393 + Penalty 3247.891093 = -2072358.729300
  nChanged 3
		SP:Iteration 27Q (46272.020000 sec): 3 clusters
  Score: Raw -2075609.654952 + Penalty 3247.891093 = -2072361.763859
  nChanged 3
		SP:Iteration 28Q (46272.290000 sec): 3 clusters
  Score: Raw -2075611.372683 + Penalty 3247.891093 = -2072363.481590
  nChanged 0
		SP:Iteration 29F (46272.590000 sec): 3 clusters
  Score: Raw -2075611.372683 + Penalty 3247.891093 = -2072363.481590
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 13 (1418 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46272.650000 sec): 2 clusters
  Score: Raw -108445.869059 + Penalty 1179.262940 = -107266.606119
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46272.680000 sec): 3 clusters
  Score: Raw -107914.056018 + Penalty 2358.525880 = -105555.530138
  nChanged 479
		SP:Iteration 1F (46272.710000 sec): 3 clusters
  Score: Raw -108333.058709 + Penalty 2358.525880 = -105974.532829
  nChanged 137
		SP:Iteration 2F (46272.740000 sec): 3 clusters
  Score: Raw -108530.139616 + Penalty 2358.525880 = -106171.613736
  nChanged 104
		SP:Iteration 3F (46272.770000 sec): 3 clusters
  Score: Raw -108693.442560 + Penalty 2358.525880 = -106334.916680
  nChanged 90
		SP:Iteration 4F (46272.790000 sec): 3 clusters
  Score: Raw -108866.533449 + Penalty 2358.525880 = -106508.007569
  nChanged 73
		SP:Iteration 5F (46272.820000 sec): 3 clusters
  Score: Raw -108986.315330 + Penalty 2358.525880 = -106627.789451
  nChanged 57
		SP:Iteration 6Q (46272.850000 sec): 3 clusters
  Score: Raw -109063.746681 + Penalty 2358.525880 = -106705.220801
  nChanged 43
		SP:Iteration 7Q (46272.880000 sec): 3 clusters
  Score: Raw -109122.117656 + Penalty 2358.525880 = -106763.591776
  nChanged 25
		SP:Iteration 8Q (46272.910000 sec): 3 clusters
  Score: Raw -109141.651183 + Penalty 2358.525880 = -106783.125304
  nChanged 18
		SP:Iteration 9Q (46272.930000 sec): 3 clusters
  Score: Raw -109160.625695 + Penalty 2358.525880 = -106802.099815
  nChanged 16
		SP:Iteration 10Q (46272.960000 sec): 3 clusters
  Score: Raw -109172.983186 + Penalty 2358.525880 = -106814.457306
  nChanged 14
		SP:Iteration 11Q (46272.990000 sec): 3 clusters
  Score: Raw -109186.931729 + Penalty 2358.525880 = -106828.405849
  nChanged 11
		SP:Iteration 12Q (46273.020000 sec): 3 clusters
  Score: Raw -109195.822058 + Penalty 2358.525880 = -106837.296178
  nChanged 3
		SP:Iteration 13Q (46273.050000 sec): 3 clusters
  Score: Raw -109197.387713 + Penalty 2358.525880 = -106838.861834
  nChanged 0
		SP:Iteration 14F (46273.070000 sec): 3 clusters
  Score: Raw -109197.387713 + Penalty 2358.525880 = -106838.861834
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 14 (20734 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46273.290000 sec): 2 clusters
  Score: Raw -1877472.501941 + Penalty 1615.173648 = -1875857.328292
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46273.580000 sec): 3 clusters
  Score: Raw -1864924.838875 + Penalty 3230.347297 = -1861694.491579
  nChanged 9449
		SP:Iteration 1F (46273.830000 sec): 3 clusters
  Score: Raw -1870047.876635 + Penalty 3230.347297 = -1866817.529339
  nChanged 888
		SP:Iteration 2Q (46274.090000 sec): 3 clusters
  Score: Raw -1870334.714193 + Penalty 3230.347297 = -1867104.366896
  nChanged 888
		SP:Iteration 3Q (46274.380000 sec): 3 clusters
  Score: Raw -1870652.886163 + Penalty 3230.347297 = -1867422.538866
  nChanged 998
		SP:Iteration 4Q (46274.670000 sec): 3 clusters
  Score: Raw -1871113.144088 + Penalty 3230.347297 = -1867882.796792
  nChanged 1191
		SP:Iteration 5F (46274.940000 sec): 3 clusters
  Score: Raw -1871787.853731 + Penalty 3230.347297 = -1868557.506434
  nChanged 1404
		SP:Iteration 6F (46275.220000 sec): 3 clusters
  Score: Raw -1872782.596471 + Penalty 3230.347297 = -1869552.249175
  nChanged 1536
		SP:Iteration 7F (46275.460000 sec): 3 clusters
  Score: Raw -1874032.045917 + Penalty 3230.347297 = -1870801.698620
  nChanged 1406
		SP:Iteration 8F (46275.740000 sec): 3 clusters
  Score: Raw -1875245.413510 + Penalty 3230.347297 = -1872015.066214
  nChanged 1090
		SP:Iteration 9F (46276.000000 sec): 3 clusters
  Score: Raw -1876211.353778 + Penalty 3230.347297 = -1872981.006481
  nChanged 757
		SP:Iteration 10Q (46276.260000 sec): 3 clusters
  Score: Raw -1876867.810766 + Penalty 3230.347297 = -1873637.463470
  nChanged 425
		SP:Iteration 11Q (46276.540000 sec): 3 clusters
  Score: Raw -1877237.604079 + Penalty 3230.347297 = -1874007.256782
  nChanged 212
		SP:Iteration 12Q (46276.810000 sec): 3 clusters
  Score: Raw -1877427.717654 + Penalty 3230.347297 = -1874197.370357
  nChanged 115
		SP:Iteration 13Q (46277.090000 sec): 3 clusters
  Score: Raw -1877529.457918 + Penalty 3230.347297 = -1874299.110622
  nChanged 61
		SP:Iteration 14Q (46277.340000 sec): 3 clusters
  Score: Raw -1877599.694725 + Penalty 3230.347297 = -1874369.347428
  nChanged 46
		SP:Iteration 15Q (46277.620000 sec): 3 clusters
  Score: Raw -1877646.619688 + Penalty 3230.347297 = -1874416.272391
  nChanged 29
		SP:Iteration 16Q (46277.910000 sec): 3 clusters
  Score: Raw -1877683.594524 + Penalty 3230.347297 = -1874453.247227
  nChanged 13
		SP:Iteration 17Q (46278.190000 sec): 3 clusters
  Score: Raw -1877703.827892 + Penalty 3230.347297 = -1874473.480596
  nChanged 15
		SP:Iteration 18Q (46278.470000 sec): 3 clusters
  Score: Raw -1877722.626057 + Penalty 3230.347297 = -1874492.278760
  nChanged 9
		SP:Iteration 19Q (46278.750000 sec): 3 clusters
  Score: Raw -1877735.831784 + Penalty 3230.347297 = -1874505.484487
  nChanged 7
		SP:Iteration 20F (46279.000000 sec): 3 clusters
  Score: Raw -1877743.713049 + Penalty 3230.347297 = -1874513.365753
  nChanged 6
		SP:Iteration 21Q (46279.280000 sec): 3 clusters
  Score: Raw -1877750.006723 + Penalty 3230.347297 = -1874519.659427
  nChanged 1
		SP:Iteration 22Q (46279.560000 sec): 3 clusters
  Score: Raw -1877750.342428 + Penalty 3230.347297 = -1874519.995131
  nChanged 1
		SP:Iteration 23Q (46279.850000 sec): 3 clusters
  Score: Raw -1877750.645442 + Penalty 3230.347297 = -1874520.298145
  nChanged 0
		SP:Iteration 24F (46280.120000 sec): 3 clusters
  Score: Raw -1877750.645442 + Penalty 3230.347297 = -1874520.298145
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 15 (17634 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46280.280000 sec): 2 clusters
  Score: Raw -1448794.369699 + Penalty 1588.857422 = -1447205.512276
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46280.550000 sec): 3 clusters
  Score: Raw -1438331.966323 + Penalty 3177.714844 = -1435154.251479
  nChanged 7959
		SP:Iteration 1F (46280.770000 sec): 3 clusters
  Score: Raw -1443591.970914 + Penalty 3177.714844 = -1440414.256070
  nChanged 1476
		SP:Iteration 2F (46281.000000 sec): 3 clusters
  Score: Raw -1444765.976360 + Penalty 3177.714844 = -1441588.261516
  nChanged 1440
		SP:Iteration 3F (46281.250000 sec): 3 clusters
  Score: Raw -1445884.462765 + Penalty 3177.714844 = -1442706.747921
  nChanged 1214
		SP:Iteration 4F (46281.480000 sec): 3 clusters
  Score: Raw -1446729.657308 + Penalty 3177.714844 = -1443551.942464
  nChanged 902
		SP:Iteration 5F (46281.730000 sec): 3 clusters
  Score: Raw -1447258.974264 + Penalty 3177.714844 = -1444081.259420
  nChanged 629
		SP:Iteration 6Q (46281.990000 sec): 3 clusters
  Score: Raw -1447565.498667 + Penalty 3177.714844 = -1444387.783823
  nChanged 477
		SP:Iteration 7Q (46282.250000 sec): 3 clusters
  Score: Raw -1447777.380930 + Penalty 3177.714844 = -1444599.666086
  nChanged 387
		SP:Iteration 8Q (46282.530000 sec): 3 clusters
  Score: Raw -1447922.340353 + Penalty 3177.714844 = -1444744.625509
  nChanged 290
		SP:Iteration 9Q (46282.750000 sec): 3 clusters
  Score: Raw -1448039.663246 + Penalty 3177.714844 = -1444861.948402
  nChanged 287
		SP:Iteration 10Q (46283.030000 sec): 3 clusters
  Score: Raw -1448168.247068 + Penalty 3177.714844 = -1444990.532224
  nChanged 258
		SP:Iteration 11Q (46283.260000 sec): 3 clusters
  Score: Raw -1448284.158215 + Penalty 3177.714844 = -1445106.443371
  nChanged 228
		SP:Iteration 12Q (46283.520000 sec): 3 clusters
  Score: Raw -1448376.117707 + Penalty 3177.714844 = -1445198.402863
  nChanged 205
		SP:Iteration 13Q (46283.750000 sec): 3 clusters
  Score: Raw -1448465.365887 + Penalty 3177.714844 = -1445287.651043
  nChanged 197
		SP:Iteration 14Q (46284.010000 sec): 3 clusters
  Score: Raw -1448540.177575 + Penalty 3177.714844 = -1445362.462731
  nChanged 178
		SP:Iteration 15Q (46284.240000 sec): 3 clusters
  Score: Raw -1448613.218544 + Penalty 3177.714844 = -1445435.503700
  nChanged 188
		SP:Iteration 16Q (46284.500000 sec): 3 clusters
  Score: Raw -1448698.576383 + Penalty 3177.714844 = -1445520.861539
  nChanged 179
		SP:Iteration 17Q (46284.730000 sec): 3 clusters
  Score: Raw -1448766.246173 + Penalty 3177.714844 = -1445588.531329
  nChanged 162
		SP:Iteration 18Q (46284.980000 sec): 3 clusters
  Score: Raw -1448825.512419 + Penalty 3177.714844 = -1445647.797575
  nChanged 150
		SP:Iteration 19Q (46285.190000 sec): 3 clusters
  Score: Raw -1448876.476215 + Penalty 3177.714844 = -1445698.761371
  nChanged 114
		SP:Iteration 20F (46285.420000 sec): 3 clusters
  Score: Raw -1448913.289138 + Penalty 3177.714844 = -1445735.574294
  nChanged 99
		SP:Iteration 21Q (46285.670000 sec): 3 clusters
  Score: Raw -1448949.886855 + Penalty 3177.714844 = -1445772.172011
  nChanged 102
		SP:Iteration 22Q (46285.890000 sec): 3 clusters
  Score: Raw -1448989.584404 + Penalty 3177.714844 = -1445811.869560
  nChanged 105
		SP:Iteration 23Q (46286.140000 sec): 3 clusters
  Score: Raw -1449025.712964 + Penalty 3177.714844 = -1445847.998119
  nChanged 99
		SP:Iteration 24Q (46286.350000 sec): 3 clusters
  Score: Raw -1449061.752957 + Penalty 3177.714844 = -1445884.038113
  nChanged 97
		SP:Iteration 25Q (46286.570000 sec): 3 clusters
  Score: Raw -1449092.925692 + Penalty 3177.714844 = -1445915.210848
  nChanged 81
		SP:Iteration 26Q (46286.810000 sec): 3 clusters
  Score: Raw -1449118.363783 + Penalty 3177.714844 = -1445940.648939
  nChanged 64
		SP:Iteration 27Q (46287.020000 sec): 3 clusters
  Score: Raw -1449137.694758 + Penalty 3177.714844 = -1445959.979914
  nChanged 61
		SP:Iteration 28Q (46287.240000 sec): 3 clusters
  Score: Raw -1449152.267768 + Penalty 3177.714844 = -1445974.552924
  nChanged 48
		SP:Iteration 29Q (46287.480000 sec): 3 clusters
  Score: Raw -1449162.474288 + Penalty 3177.714844 = -1445984.759444
  nChanged 42
		SP:Iteration 30Q (46287.680000 sec): 3 clusters
  Score: Raw -1449171.521430 + Penalty 3177.714844 = -1445993.806585
  nChanged 31
		SP:Iteration 31Q (46287.900000 sec): 3 clusters
  Score: Raw -1449178.356739 + Penalty 3177.714844 = -1446000.641895
  nChanged 35
		SP:Iteration 32Q (46288.140000 sec): 3 clusters
  Score: Raw -1449186.266146 + Penalty 3177.714844 = -1446008.551302
  nChanged 37
		SP:Iteration 33Q (46288.340000 sec): 3 clusters
  Score: Raw -1449193.742195 + Penalty 3177.714844 = -1446016.027351
  nChanged 31
		SP:Iteration 34Q (46288.540000 sec): 3 clusters
  Score: Raw -1449200.603511 + Penalty 3177.714844 = -1446022.888666
  nChanged 27
		SP:Iteration 35Q (46288.760000 sec): 3 clusters
  Score: Raw -1449205.487924 + Penalty 3177.714844 = -1446027.773080
  nChanged 18
		SP:Iteration 36Q (46289.010000 sec): 3 clusters
  Score: Raw -1449208.753491 + Penalty 3177.714844 = -1446031.038647
  nChanged 20
		SP:Iteration 37Q (46289.210000 sec): 3 clusters
  Score: Raw -1449213.617355 + Penalty 3177.714844 = -1446035.902511
  nChanged 17
		SP:Iteration 38Q (46289.430000 sec): 3 clusters
  Score: Raw -1449216.046942 + Penalty 3177.714844 = -1446038.332098
  nChanged 6
		SP:Iteration 39Q (46289.670000 sec): 3 clusters
  Score: Raw -1449217.357121 + Penalty 3177.714844 = -1446039.642276
  nChanged 6
		SP:Iteration 40F (46289.880000 sec): 3 clusters
  Score: Raw -1449218.313490 + Penalty 3177.714844 = -1446040.598646
  nChanged 9
		SP:Iteration 41Q (46290.100000 sec): 3 clusters
  Score: Raw -1449219.744696 + Penalty 3177.714844 = -1446042.029852
  nChanged 10
		SP:Iteration 42Q (46290.340000 sec): 3 clusters
  Score: Raw -1449221.052308 + Penalty 3177.714844 = -1446043.337464
  nChanged 6
		SP:Iteration 43Q (46290.540000 sec): 3 clusters
  Score: Raw -1449222.197626 + Penalty 3177.714844 = -1446044.482782
  nChanged 6
		SP:Iteration 44Q (46290.760000 sec): 3 clusters
  Score: Raw -1449223.089676 + Penalty 3177.714844 = -1446045.374832
  nChanged 5
		SP:Iteration 45Q (46291.030000 sec): 3 clusters
  Score: Raw -1449224.097275 + Penalty 3177.714844 = -1446046.382431
  nChanged 6
		SP:Iteration 46Q (46291.230000 sec): 3 clusters
  Score: Raw -1449225.216972 + Penalty 3177.714844 = -1446047.502128
  nChanged 3
		SP:Iteration 47Q (46291.450000 sec): 3 clusters
  Score: Raw -1449225.967593 + Penalty 3177.714844 = -1446048.252749
  nChanged 6
		SP:Iteration 48Q (46291.690000 sec): 3 clusters
  Score: Raw -1449227.038835 + Penalty 3177.714844 = -1446049.323991
  nChanged 5
		SP:Iteration 49Q (46291.890000 sec): 3 clusters
  Score: Raw -1449228.188506 + Penalty 3177.714844 = -1446050.473662
  nChanged 6
		SP:Iteration 50Q (46292.110000 sec): 3 clusters
  Score: Raw -1449229.103251 + Penalty 3177.714844 = -1446051.388407
  nChanged 4
		SP:Iteration 51Q (46292.350000 sec): 3 clusters
  Score: Raw -1449229.670904 + Penalty 3177.714844 = -1446051.956060
  nChanged 3
		SP:Iteration 52Q (46292.550000 sec): 3 clusters
  Score: Raw -1449229.916917 + Penalty 3177.714844 = -1446052.202073
  nChanged 1
		SP:Iteration 53Q (46292.750000 sec): 3 clusters
  Score: Raw -1449230.235197 + Penalty 3177.714844 = -1446052.520353
  nChanged 3
		SP:Iteration 54Q (46292.970000 sec): 3 clusters
  Score: Raw -1449230.557461 + Penalty 3177.714844 = -1446052.842617
  nChanged 2
		SP:Iteration 55Q (46293.220000 sec): 3 clusters
  Score: Raw -1449230.710212 + Penalty 3177.714844 = -1446052.995368
  nChanged 0
		SP:Iteration 56F (46293.430000 sec): 3 clusters
  Score: Raw -1449230.710212 + Penalty 3177.714844 = -1446052.995368
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 16 (4478 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46293.500000 sec): 2 clusters
  Score: Raw -368272.795792 + Penalty 1366.126417 = -366906.669375
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46293.600000 sec): 3 clusters
  Score: Raw -366034.389096 + Penalty 2732.252834 = -363302.136262
  nChanged 1807
		SP:Iteration 1F (46293.680000 sec): 3 clusters
  Score: Raw -367253.723081 + Penalty 2732.252834 = -364521.470247
  nChanged 399
		SP:Iteration 2F (46293.770000 sec): 3 clusters
  Score: Raw -367545.297846 + Penalty 2732.252834 = -364813.045012
  nChanged 292
		SP:Iteration 3F (46293.850000 sec): 3 clusters
  Score: Raw -367760.489234 + Penalty 2732.252834 = -365028.236400
  nChanged 228
		SP:Iteration 4F (46293.940000 sec): 3 clusters
  Score: Raw -367925.700314 + Penalty 2732.252834 = -365193.447480
  nChanged 187
		SP:Iteration 5Q (46294.020000 sec): 3 clusters
  Score: Raw -368068.810545 + Penalty 2732.252834 = -365336.557711
  nChanged 160
		SP:Iteration 6Q (46294.110000 sec): 3 clusters
  Score: Raw -368170.441229 + Penalty 2732.252834 = -365438.188395
  nChanged 146
		SP:Iteration 7Q (46294.200000 sec): 3 clusters
  Score: Raw -368261.382143 + Penalty 2732.252834 = -365529.129309
  nChanged 108
		SP:Iteration 8Q (46294.280000 sec): 3 clusters
  Score: Raw -368332.950123 + Penalty 2732.252834 = -365600.697289
  nChanged 95
		SP:Iteration 9Q (46294.370000 sec): 3 clusters
  Score: Raw -368392.402531 + Penalty 2732.252834 = -365660.149697
  nChanged 80
		SP:Iteration 10Q (46294.450000 sec): 3 clusters
  Score: Raw -368434.369912 + Penalty 2732.252834 = -365702.117078
  nChanged 53
		SP:Iteration 11Q (46294.540000 sec): 3 clusters
  Score: Raw -368460.707767 + Penalty 2732.252834 = -365728.454932
  nChanged 47
		SP:Iteration 12Q (46294.620000 sec): 3 clusters
  Score: Raw -368490.205666 + Penalty 2732.252834 = -365757.952832
  nChanged 54
		SP:Iteration 13Q (46294.710000 sec): 3 clusters
  Score: Raw -368525.132599 + Penalty 2732.252834 = -365792.879765
  nChanged 50
		SP:Iteration 14Q (46294.800000 sec): 3 clusters
  Score: Raw -368556.009905 + Penalty 2732.252834 = -365823.757071
  nChanged 35
		SP:Iteration 15Q (46294.880000 sec): 3 clusters
  Score: Raw -368578.545043 + Penalty 2732.252834 = -365846.292209
  nChanged 37
		SP:Iteration 16Q (46294.970000 sec): 3 clusters
  Score: Raw -368596.491237 + Penalty 2732.252834 = -365864.238403
  nChanged 27
		SP:Iteration 17Q (46295.050000 sec): 3 clusters
  Score: Raw -368606.598721 + Penalty 2732.252834 = -365874.345887
  nChanged 20
		SP:Iteration 18Q (46295.140000 sec): 3 clusters
  Score: Raw -368615.514605 + Penalty 2732.252834 = -365883.261771
  nChanged 12
		SP:Iteration 19Q (46295.220000 sec): 3 clusters
  Score: Raw -368620.201097 + Penalty 2732.252834 = -365887.948263
  nChanged 12
		SP:Iteration 20F (46295.310000 sec): 3 clusters
  Score: Raw -368623.794440 + Penalty 2732.252834 = -365891.541606
  nChanged 9
		SP:Iteration 21Q (46295.390000 sec): 3 clusters
  Score: Raw -368625.746493 + Penalty 2732.252834 = -365893.493659
  nChanged 4
		SP:Iteration 22Q (46295.470000 sec): 3 clusters
  Score: Raw -368626.680993 + Penalty 2732.252834 = -365894.428159
  nChanged 5
		SP:Iteration 23Q (46295.560000 sec): 3 clusters
  Score: Raw -368628.153418 + Penalty 2732.252834 = -365895.900584
  nChanged 6
		SP:Iteration 24Q (46295.640000 sec): 3 clusters
  Score: Raw -368630.877001 + Penalty 2732.252834 = -365898.624167
  nChanged 7
		SP:Iteration 25Q (46295.730000 sec): 3 clusters
  Score: Raw -368632.872862 + Penalty 2732.252834 = -365900.620028
  nChanged 7
		SP:Iteration 26Q (46295.810000 sec): 3 clusters
  Score: Raw -368635.078354 + Penalty 2732.252834 = -365902.825520
  nChanged 11
		SP:Iteration 27Q (46295.890000 sec): 3 clusters
  Score: Raw -368638.126654 + Penalty 2732.252834 = -365905.873820
  nChanged 5
		SP:Iteration 28Q (46295.980000 sec): 3 clusters
  Score: Raw -368639.229248 + Penalty 2732.252834 = -365906.976414
  nChanged 3
		SP:Iteration 29Q (46296.060000 sec): 3 clusters
  Score: Raw -368640.080432 + Penalty 2732.252834 = -365907.827598
  nChanged 1
		SP:Iteration 30Q (46296.150000 sec): 3 clusters
  Score: Raw -368640.240768 + Penalty 2732.252834 = -365907.987933
  nChanged 2
		SP:Iteration 31Q (46296.230000 sec): 3 clusters
  Score: Raw -368640.546926 + Penalty 2732.252834 = -365908.294092
  nChanged 1
		SP:Iteration 32Q (46296.310000 sec): 3 clusters
  Score: Raw -368641.618290 + Penalty 2732.252834 = -365909.365456
  nChanged 2
		SP:Iteration 33Q (46296.400000 sec): 3 clusters
  Score: Raw -368642.323402 + Penalty 2732.252834 = -365910.070568
  nChanged 1
		SP:Iteration 34Q (46296.480000 sec): 3 clusters
  Score: Raw -368642.416989 + Penalty 2732.252834 = -365910.164155
  nChanged 0
		SP:Iteration 35F (46296.570000 sec): 3 clusters
  Score: Raw -368642.416989 + Penalty 2732.252834 = -365910.164155
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 17 (3890 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46296.640000 sec): 2 clusters
  Score: Raw -347278.897132 + Penalty 1343.251721 = -345935.645411
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46296.720000 sec): 3 clusters
  Score: Raw -345394.218404 + Penalty 2686.503442 = -342707.714962
  nChanged 1469
		SP:Iteration 1F (46296.790000 sec): 3 clusters
  Score: Raw -346287.547252 + Penalty 2686.503442 = -343601.043810
  nChanged 345
		SP:Iteration 2F (46296.870000 sec): 3 clusters
  Score: Raw -346601.147742 + Penalty 2686.503442 = -343914.644300
  nChanged 308
		SP:Iteration 3F (46296.940000 sec): 3 clusters
  Score: Raw -346931.876897 + Penalty 2686.503442 = -344245.373455
  nChanged 311
		SP:Iteration 4F (46297.010000 sec): 3 clusters
  Score: Raw -347289.695379 + Penalty 2686.503442 = -344603.191937
  nChanged 288
		SP:Iteration 5F (46297.090000 sec): 3 clusters
  Score: Raw -347577.345617 + Penalty 2686.503442 = -344890.842175
  nChanged 213
		SP:Iteration 6F (46297.160000 sec): 3 clusters
  Score: Raw -347739.805143 + Penalty 2686.503442 = -345053.301701
  nChanged 140
		SP:Iteration 7Q (46297.230000 sec): 3 clusters
  Score: Raw -347834.177735 + Penalty 2686.503442 = -345147.674294
  nChanged 99
		SP:Iteration 8Q (46297.310000 sec): 3 clusters
  Score: Raw -347895.475245 + Penalty 2686.503442 = -345208.971803
  nChanged 64
		SP:Iteration 9Q (46297.380000 sec): 3 clusters
  Score: Raw -347929.698143 + Penalty 2686.503442 = -345243.194701
  nChanged 54
		SP:Iteration 10Q (46297.450000 sec): 3 clusters
  Score: Raw -347951.066150 + Penalty 2686.503442 = -345264.562708
  nChanged 32
		SP:Iteration 11Q (46297.530000 sec): 3 clusters
  Score: Raw -347963.393471 + Penalty 2686.503442 = -345276.890029
  nChanged 27
		SP:Iteration 12Q (46297.600000 sec): 3 clusters
  Score: Raw -347973.769486 + Penalty 2686.503442 = -345287.266044
  nChanged 19
		SP:Iteration 13Q (46297.680000 sec): 3 clusters
  Score: Raw -347980.941180 + Penalty 2686.503442 = -345294.437738
  nChanged 12
		SP:Iteration 14Q (46297.750000 sec): 3 clusters
  Score: Raw -347983.967608 + Penalty 2686.503442 = -345297.464166
  nChanged 9
		SP:Iteration 15Q (46297.830000 sec): 3 clusters
  Score: Raw -347986.236273 + Penalty 2686.503442 = -345299.732831
  nChanged 1
		SP:Iteration 16Q (46297.900000 sec): 3 clusters
  Score: Raw -347986.564160 + Penalty 2686.503442 = -345300.060718
  nChanged 2
		SP:Iteration 17Q (46297.970000 sec): 3 clusters
  Score: Raw -347987.002260 + Penalty 2686.503442 = -345300.498818
  nChanged 0
		SP:Iteration 18F (46298.050000 sec): 3 clusters
  Score: Raw -347987.002260 + Penalty 2686.503442 = -345300.498818
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 18 (3401 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46298.110000 sec): 2 clusters
  Score: Raw -273573.934945 + Penalty 1321.421528 = -272252.513417
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46298.180000 sec): 3 clusters
  Score: Raw -271969.600582 + Penalty 2642.843055 = -269326.757527
  nChanged 1334
		SP:Iteration 1F (46298.250000 sec): 3 clusters
  Score: Raw -272904.429757 + Penalty 2642.843055 = -270261.586702
  nChanged 303
		SP:Iteration 2F (46298.320000 sec): 3 clusters
  Score: Raw -273177.211622 + Penalty 2642.843055 = -270534.368567
  nChanged 228
		SP:Iteration 3F (46298.380000 sec): 3 clusters
  Score: Raw -273366.647740 + Penalty 2642.843055 = -270723.804684
  nChanged 182
		SP:Iteration 4F (46298.450000 sec): 3 clusters
  Score: Raw -273508.950845 + Penalty 2642.843055 = -270866.107790
  nChanged 155
		SP:Iteration 5Q (46298.510000 sec): 3 clusters
  Score: Raw -273618.891980 + Penalty 2642.843055 = -270976.048925
  nChanged 138
		SP:Iteration 6Q (46298.570000 sec): 3 clusters
  Score: Raw -273725.486882 + Penalty 2642.843055 = -271082.643827
  nChanged 125
		SP:Iteration 7Q (46298.640000 sec): 3 clusters
  Score: Raw -273807.403664 + Penalty 2642.843055 = -271164.560609
  nChanged 101
		SP:Iteration 8Q (46298.710000 sec): 3 clusters
  Score: Raw -273864.733224 + Penalty 2642.843055 = -271221.890169
  nChanged 67
		SP:Iteration 9Q (46298.770000 sec): 3 clusters
  Score: Raw -273905.737544 + Penalty 2642.843055 = -271262.894489
  nChanged 78
		SP:Iteration 10Q (46298.830000 sec): 3 clusters
  Score: Raw -273946.314437 + Penalty 2642.843055 = -271303.471382
  nChanged 55
		SP:Iteration 11Q (46298.900000 sec): 3 clusters
  Score: Raw -273969.639802 + Penalty 2642.843055 = -271326.796747
  nChanged 32
		SP:Iteration 12Q (46298.960000 sec): 3 clusters
  Score: Raw -273982.506439 + Penalty 2642.843055 = -271339.663384
  nChanged 28
		SP:Iteration 13Q (46299.030000 sec): 3 clusters
  Score: Raw -273993.745156 + Penalty 2642.843055 = -271350.902101
  nChanged 24
		SP:Iteration 14Q (46299.090000 sec): 3 clusters
  Score: Raw -274003.469841 + Penalty 2642.843055 = -271360.626786
  nChanged 23
		SP:Iteration 15Q (46299.160000 sec): 3 clusters
  Score: Raw -274010.406366 + Penalty 2642.843055 = -271367.563311
  nChanged 11
		SP:Iteration 16Q (46299.220000 sec): 3 clusters
  Score: Raw -274015.466263 + Penalty 2642.843055 = -271372.623208
  nChanged 12
		SP:Iteration 17Q (46299.290000 sec): 3 clusters
  Score: Raw -274019.493245 + Penalty 2642.843055 = -271376.650190
  nChanged 11
		SP:Iteration 18Q (46299.350000 sec): 3 clusters
  Score: Raw -274024.045780 + Penalty 2642.843055 = -271381.202725
  nChanged 14
		SP:Iteration 19Q (46299.410000 sec): 3 clusters
  Score: Raw -274027.951289 + Penalty 2642.843055 = -271385.108233
  nChanged 13
		SP:Iteration 20F (46299.480000 sec): 3 clusters
  Score: Raw -274033.465638 + Penalty 2642.843055 = -271390.622583
  nChanged 16
		SP:Iteration 21Q (46299.550000 sec): 3 clusters
  Score: Raw -274040.134032 + Penalty 2642.843055 = -271397.290977
  nChanged 15
		SP:Iteration 22Q (46299.610000 sec): 3 clusters
  Score: Raw -274043.947892 + Penalty 2642.843055 = -271401.104837
  nChanged 12
		SP:Iteration 23Q (46299.680000 sec): 3 clusters
  Score: Raw -274046.543127 + Penalty 2642.843055 = -271403.700072
  nChanged 6
		SP:Iteration 24Q (46299.740000 sec): 3 clusters
  Score: Raw -274048.149625 + Penalty 2642.843055 = -271405.306570
  nChanged 5
		SP:Iteration 25Q (46299.810000 sec): 3 clusters
  Score: Raw -274049.772434 + Penalty 2642.843055 = -271406.929379
  nChanged 3
		SP:Iteration 26Q (46299.870000 sec): 3 clusters
  Score: Raw -274050.163044 + Penalty 2642.843055 = -271407.319989
  nChanged 2
		SP:Iteration 27Q (46299.940000 sec): 3 clusters
  Score: Raw -274050.535078 + Penalty 2642.843055 = -271407.692023
  nChanged 1
		SP:Iteration 28Q (46300.000000 sec): 3 clusters
  Score: Raw -274050.731436 + Penalty 2642.843055 = -271407.888381
  nChanged 2
		SP:Iteration 29Q (46300.070000 sec): 3 clusters
  Score: Raw -274051.314576 + Penalty 2642.843055 = -271408.471521
  nChanged 2
		SP:Iteration 30Q (46300.130000 sec): 3 clusters
  Score: Raw -274051.538342 + Penalty 2642.843055 = -271408.695287
  nChanged 2
		SP:Iteration 31Q (46300.190000 sec): 3 clusters
  Score: Raw -274052.069153 + Penalty 2642.843055 = -271409.226098
  nChanged 5
		SP:Iteration 32Q (46300.260000 sec): 3 clusters
  Score: Raw -274053.570508 + Penalty 2642.843055 = -271410.727453
  nChanged 5
		SP:Iteration 33Q (46300.320000 sec): 3 clusters
  Score: Raw -274055.762208 + Penalty 2642.843055 = -271412.919153
  nChanged 4
		SP:Iteration 34Q (46300.390000 sec): 3 clusters
  Score: Raw -274056.425823 + Penalty 2642.843055 = -271413.582767
  nChanged 5
		SP:Iteration 35Q (46300.450000 sec): 3 clusters
  Score: Raw -274058.043107 + Penalty 2642.843055 = -271415.200052
  nChanged 1
		SP:Iteration 36Q (46300.520000 sec): 3 clusters
  Score: Raw -274058.273202 + Penalty 2642.843055 = -271415.430147
  nChanged 0
		SP:Iteration 37F (46300.580000 sec): 3 clusters
  Score: Raw -274058.273202 + Penalty 2642.843055 = -271415.430147
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 19 (935 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46300.640000 sec): 2 clusters
  Score: Raw -83617.232299 + Penalty 1111.588811 = -82505.643488
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46300.650000 sec): 3 clusters
  Score: Raw -83300.062860 + Penalty 2223.177622 = -81076.885238
  nChanged 293
		SP:Iteration 1F (46300.670000 sec): 3 clusters
  Score: Raw -83561.152520 + Penalty 2223.177622 = -81337.974898
  nChanged 68
		SP:Iteration 2F (46300.690000 sec): 3 clusters
  Score: Raw -83627.513079 + Penalty 2223.177622 = -81404.335457
  nChanged 33
		SP:Iteration 3Q (46300.710000 sec): 3 clusters
  Score: Raw -83671.550807 + Penalty 2223.177622 = -81448.373185
  nChanged 31
		SP:Iteration 4Q (46300.730000 sec): 3 clusters
  Score: Raw -83709.623202 + Penalty 2223.177622 = -81486.445580
  nChanged 31
		SP:Iteration 5Q (46300.750000 sec): 3 clusters
  Score: Raw -83744.746935 + Penalty 2223.177622 = -81521.569313
  nChanged 24
		SP:Iteration 6Q (46300.770000 sec): 3 clusters
  Score: Raw -83772.464720 + Penalty 2223.177622 = -81549.287098
  nChanged 11
		SP:Iteration 7Q (46300.790000 sec): 3 clusters
  Score: Raw -83782.269004 + Penalty 2223.177622 = -81559.091382
  nChanged 8
		SP:Iteration 8Q (46300.810000 sec): 3 clusters
  Score: Raw -83789.431007 + Penalty 2223.177622 = -81566.253385
  nChanged 3
		SP:Iteration 9Q (46300.830000 sec): 3 clusters
  Score: Raw -83792.294308 + Penalty 2223.177622 = -81569.116686
  nChanged 1
		SP:Iteration 10Q (46300.850000 sec): 3 clusters
  Score: Raw -83792.459117 + Penalty 2223.177622 = -81569.281495
  nChanged 0
		SP:Iteration 11F (46300.870000 sec): 3 clusters
  Score: Raw -83792.459117 + Penalty 2223.177622 = -81569.281495
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 20 (11113 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46301.000000 sec): 2 clusters
  Score: Raw -948273.777441 + Penalty 1513.829017 = -946759.948424
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46301.170000 sec): 3 clusters
  Score: Raw -941946.807689 + Penalty 3027.658034 = -938919.149655
  nChanged 4828
		SP:Iteration 1F (46301.330000 sec): 3 clusters
  Score: Raw -944617.169809 + Penalty 3027.658034 = -941589.511776
  nChanged 775
		SP:Iteration 2F (46301.500000 sec): 3 clusters
  Score: Raw -945051.830478 + Penalty 3027.658034 = -942024.172444
  nChanged 717
		SP:Iteration 3F (46301.690000 sec): 3 clusters
  Score: Raw -945490.544276 + Penalty 3027.658034 = -942462.886242
  nChanged 700
		SP:Iteration 4F (46301.850000 sec): 3 clusters
  Score: Raw -945933.433053 + Penalty 3027.658034 = -942905.775019
  nChanged 670
		SP:Iteration 5F (46302.020000 sec): 3 clusters
  Score: Raw -946366.805186 + Penalty 3027.658034 = -943339.147152
  nChanged 641
		SP:Iteration 6F (46302.190000 sec): 3 clusters
  Score: Raw -946783.594875 + Penalty 3027.658034 = -943755.936841
  nChanged 561
		SP:Iteration 7F (46302.380000 sec): 3 clusters
  Score: Raw -947142.167365 + Penalty 3027.658034 = -944114.509331
  nChanged 467
		SP:Iteration 8Q (46302.550000 sec): 3 clusters
  Score: Raw -947447.104770 + Penalty 3027.658034 = -944419.446736
  nChanged 400
		SP:Iteration 9Q (46302.720000 sec): 3 clusters
  Score: Raw -947703.701091 + Penalty 3027.658034 = -944676.043057
  nChanged 335
		SP:Iteration 10Q (46302.900000 sec): 3 clusters
  Score: Raw -947923.562022 + Penalty 3027.658034 = -944895.903988
  nChanged 270
		SP:Iteration 11Q (46303.070000 sec): 3 clusters
  Score: Raw -948087.102759 + Penalty 3027.658034 = -945059.444725
  nChanged 245
		SP:Iteration 12Q (46303.250000 sec): 3 clusters
  Score: Raw -948248.122984 + Penalty 3027.658034 = -945220.464950
  nChanged 209
		SP:Iteration 13Q (46303.420000 sec): 3 clusters
  Score: Raw -948399.081574 + Penalty 3027.658034 = -945371.423540
  nChanged 175
		SP:Iteration 14Q (46303.590000 sec): 3 clusters
  Score: Raw -948546.601459 + Penalty 3027.658034 = -945518.943425
  nChanged 166
		SP:Iteration 15Q (46303.760000 sec): 3 clusters
  Score: Raw -948716.473649 + Penalty 3027.658034 = -945688.815615
  nChanged 148
		SP:Iteration 16Q (46303.930000 sec): 3 clusters
  Score: Raw -948827.029027 + Penalty 3027.658034 = -945799.370993
  nChanged 112
		SP:Iteration 17Q (46304.090000 sec): 3 clusters
  Score: Raw -948877.967685 + Penalty 3027.658034 = -945850.309652
  nChanged 90
		SP:Iteration 18Q (46304.250000 sec): 3 clusters
  Score: Raw -948924.377075 + Penalty 3027.658034 = -945896.719041
  nChanged 90
		SP:Iteration 19Q (46304.430000 sec): 3 clusters
  Score: Raw -948967.283972 + Penalty 3027.658034 = -945939.625939
  nChanged 76
		SP:Iteration 20F (46304.590000 sec): 3 clusters
  Score: Raw -948994.149868 + Penalty 3027.658034 = -945966.491834
  nChanged 70
		SP:Iteration 21Q (46304.740000 sec): 3 clusters
  Score: Raw -949017.161293 + Penalty 3027.658034 = -945989.503259
  nChanged 58
		SP:Iteration 22Q (46304.890000 sec): 3 clusters
  Score: Raw -949034.094100 + Penalty 3027.658034 = -946006.436067
  nChanged 51
		SP:Iteration 23Q (46305.050000 sec): 3 clusters
  Score: Raw -949047.429970 + Penalty 3027.658034 = -946019.771937
  nChanged 40
		SP:Iteration 24Q (46305.210000 sec): 3 clusters
  Score: Raw -949056.994097 + Penalty 3027.658034 = -946029.336063
  nChanged 42
		SP:Iteration 25Q (46305.360000 sec): 3 clusters
  Score: Raw -949069.120121 + Penalty 3027.658034 = -946041.462088
  nChanged 37
		SP:Iteration 26Q (46305.550000 sec): 3 clusters
  Score: Raw -949079.923725 + Penalty 3027.658034 = -946052.265691
  nChanged 44
		SP:Iteration 27Q (46305.690000 sec): 3 clusters
  Score: Raw -949091.088071 + Penalty 3027.658034 = -946063.430037
  nChanged 39
		SP:Iteration 28Q (46305.860000 sec): 3 clusters
  Score: Raw -949100.256262 + Penalty 3027.658034 = -946072.598228
  nChanged 30
		SP:Iteration 29Q (46306.010000 sec): 3 clusters
  Score: Raw -949107.137855 + Penalty 3027.658034 = -946079.479822
  nChanged 27
		SP:Iteration 30Q (46306.170000 sec): 3 clusters
  Score: Raw -949112.289336 + Penalty 3027.658034 = -946084.631302
  nChanged 18
		SP:Iteration 31Q (46306.350000 sec): 3 clusters
  Score: Raw -949115.277302 + Penalty 3027.658034 = -946087.619268
  nChanged 12
		SP:Iteration 32Q (46306.500000 sec): 3 clusters
  Score: Raw -949116.877275 + Penalty 3027.658034 = -946089.219242
  nChanged 11
		SP:Iteration 33Q (46306.660000 sec): 3 clusters
  Score: Raw -949118.578057 + Penalty 3027.658034 = -946090.920023
  nChanged 7
		SP:Iteration 34Q (46306.810000 sec): 3 clusters
  Score: Raw -949119.192445 + Penalty 3027.658034 = -946091.534411
  nChanged 6
		SP:Iteration 35Q (46306.970000 sec): 3 clusters
  Score: Raw -949119.990388 + Penalty 3027.658034 = -946092.332354
  nChanged 9
		SP:Iteration 36Q (46307.130000 sec): 3 clusters
  Score: Raw -949120.872598 + Penalty 3027.658034 = -946093.214565
  nChanged 6
		SP:Iteration 37Q (46307.280000 sec): 3 clusters
  Score: Raw -949122.158286 + Penalty 3027.658034 = -946094.500252
  nChanged 13
		SP:Iteration 38Q (46307.460000 sec): 3 clusters
  Score: Raw -949125.131460 + Penalty 3027.658034 = -946097.473427
  nChanged 13
		SP:Iteration 39Q (46307.610000 sec): 3 clusters
  Score: Raw -949127.483652 + Penalty 3027.658034 = -946099.825618
  nChanged 16
		SP:Iteration 40F (46307.790000 sec): 3 clusters
  Score: Raw -949130.377110 + Penalty 3027.658034 = -946102.719076
  nChanged 18
		SP:Iteration 41Q (46307.940000 sec): 3 clusters
  Score: Raw -949133.872753 + Penalty 3027.658034 = -946106.214719
  nChanged 19
		SP:Iteration 42Q (46308.100000 sec): 3 clusters
  Score: Raw -949138.878461 + Penalty 3027.658034 = -946111.220427
  nChanged 21
		SP:Iteration 43Q (46308.280000 sec): 3 clusters
  Score: Raw -949143.545017 + Penalty 3027.658034 = -946115.886983
  nChanged 22
		SP:Iteration 44Q (46308.430000 sec): 3 clusters
  Score: Raw -949148.335263 + Penalty 3027.658034 = -946120.677230
  nChanged 27
		SP:Iteration 45Q (46308.620000 sec): 3 clusters
  Score: Raw -949154.798321 + Penalty 3027.658034 = -946127.140288
  nChanged 24
		SP:Iteration 46Q (46308.770000 sec): 3 clusters
  Score: Raw -949160.863013 + Penalty 3027.658034 = -946133.204979
  nChanged 28
		SP:Iteration 47Q (46308.930000 sec): 3 clusters
  Score: Raw -949166.847867 + Penalty 3027.658034 = -946139.189833
  nChanged 27
		SP:Iteration 48Q (46309.080000 sec): 3 clusters
  Score: Raw -949172.965463 + Penalty 3027.658034 = -946145.307429
  nChanged 31
		SP:Iteration 49Q (46309.250000 sec): 3 clusters
  Score: Raw -949179.417552 + Penalty 3027.658034 = -946151.759518
  nChanged 39
		SP:Iteration 50Q (46309.400000 sec): 3 clusters
  Score: Raw -949188.544603 + Penalty 3027.658034 = -946160.886569
  nChanged 34
		SP:Iteration 51Q (46309.560000 sec): 3 clusters
  Score: Raw -949196.966639 + Penalty 3027.658034 = -946169.308606
  nChanged 37
		SP:Iteration 52Q (46309.740000 sec): 3 clusters
  Score: Raw -949207.454190 + Penalty 3027.658034 = -946179.796156
  nChanged 40
		SP:Iteration 53Q (46309.890000 sec): 3 clusters
  Score: Raw -949218.589556 + Penalty 3027.658034 = -946190.931522
  nChanged 34
		SP:Iteration 54Q (46310.050000 sec): 3 clusters
  Score: Raw -949227.021367 + Penalty 3027.658034 = -946199.363333
  nChanged 35
		SP:Iteration 55Q (46310.210000 sec): 3 clusters
  Score: Raw -949234.483456 + Penalty 3027.658034 = -946206.825422
  nChanged 29
		SP:Iteration 56Q (46310.370000 sec): 3 clusters
  Score: Raw -949240.827492 + Penalty 3027.658034 = -946213.169458
  nChanged 25
		SP:Iteration 57Q (46310.530000 sec): 3 clusters
  Score: Raw -949246.925454 + Penalty 3027.658034 = -946219.267420
  nChanged 26
		SP:Iteration 58Q (46310.690000 sec): 3 clusters
  Score: Raw -949252.591981 + Penalty 3027.658034 = -946224.933947
  nChanged 19
		SP:Iteration 59Q (46310.870000 sec): 3 clusters
  Score: Raw -949255.164482 + Penalty 3027.658034 = -946227.506448
  nChanged 9
		SP:Iteration 60F (46311.030000 sec): 3 clusters
  Score: Raw -949256.620450 + Penalty 3027.658034 = -946228.962416
  nChanged 8
		SP:Iteration 61Q (46311.190000 sec): 3 clusters
  Score: Raw -949258.004139 + Penalty 3027.658034 = -946230.346105
  nChanged 8
		SP:Iteration 62Q (46311.350000 sec): 3 clusters
  Score: Raw -949259.321969 + Penalty 3027.658034 = -946231.663935
  nChanged 8
		SP:Iteration 63Q (46311.510000 sec): 3 clusters
  Score: Raw -949260.617445 + Penalty 3027.658034 = -946232.959411
  nChanged 10
		SP:Iteration 64Q (46311.670000 sec): 3 clusters
  Score: Raw -949262.193892 + Penalty 3027.658034 = -946234.535859
  nChanged 6
		SP:Iteration 65Q (46311.830000 sec): 3 clusters
  Score: Raw -949263.184378 + Penalty 3027.658034 = -946235.526344
  nChanged 6
		SP:Iteration 66Q (46312.010000 sec): 3 clusters
  Score: Raw -949264.264637 + Penalty 3027.658034 = -946236.606603
  nChanged 8
		SP:Iteration 67Q (46312.160000 sec): 3 clusters
  Score: Raw -949265.913170 + Penalty 3027.658034 = -946238.255136
  nChanged 9
		SP:Iteration 68Q (46312.340000 sec): 3 clusters
  Score: Raw -949267.177191 + Penalty 3027.658034 = -946239.519157
  nChanged 9
		SP:Iteration 69Q (46312.490000 sec): 3 clusters
  Score: Raw -949268.066374 + Penalty 3027.658034 = -946240.408340
  nChanged 4
		SP:Iteration 70Q (46312.660000 sec): 3 clusters
  Score: Raw -949268.454855 + Penalty 3027.658034 = -946240.796821
  nChanged 5
		SP:Iteration 71Q (46312.810000 sec): 3 clusters
  Score: Raw -949269.232205 + Penalty 3027.658034 = -946241.574172
  nChanged 5
		SP:Iteration 72Q (46312.980000 sec): 3 clusters
  Score: Raw -949269.960072 + Penalty 3027.658034 = -946242.302038
  nChanged 5
		SP:Iteration 73Q (46313.130000 sec): 3 clusters
  Score: Raw -949270.467340 + Penalty 3027.658034 = -946242.809306
  nChanged 7
		SP:Iteration 74Q (46313.290000 sec): 3 clusters
  Score: Raw -949271.157175 + Penalty 3027.658034 = -946243.499142
  nChanged 6
		SP:Iteration 75Q (46313.480000 sec): 3 clusters
  Score: Raw -949271.758649 + Penalty 3027.658034 = -946244.100615
  nChanged 3
		SP:Iteration 76Q (46313.630000 sec): 3 clusters
  Score: Raw -949272.044031 + Penalty 3027.658034 = -946244.385997
  nChanged 1
		SP:Iteration 77Q (46313.800000 sec): 3 clusters
  Score: Raw -949272.205074 + Penalty 3027.658034 = -946244.547040
  nChanged 2
		SP:Iteration 78Q (46313.950000 sec): 3 clusters
  Score: Raw -949272.429925 + Penalty 3027.658034 = -946244.771892
  nChanged 0
		SP:Iteration 79F (46314.130000 sec): 3 clusters
  Score: Raw -949272.429925 + Penalty 3027.658034 = -946244.771892
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 21 (51077 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46314.500000 sec): 2 clusters
  Score: Raw -4621881.943437 + Penalty 1761.677056 = -4620120.266381
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46315.060000 sec): 3 clusters
  Score: Raw -4589535.073029 + Penalty 3523.354113 = -4586011.718916
  nChanged 23889
		SP:Iteration 1F (46315.560000 sec): 3 clusters
  Score: Raw -4603793.292876 + Penalty 3523.354113 = -4600269.938764
  nChanged 2797
		SP:Iteration 2F (46316.110000 sec): 3 clusters
  Score: Raw -4605246.094123 + Penalty 3523.354113 = -4601722.740010
  nChanged 3185
		SP:Iteration 3F (46316.660000 sec): 3 clusters
  Score: Raw -4607153.301963 + Penalty 3523.354113 = -4603629.947851
  nChanged 3445
		SP:Iteration 4F (46317.160000 sec): 3 clusters
  Score: Raw -4609392.677826 + Penalty 3523.354113 = -4605869.323714
  nChanged 3364
		SP:Iteration 5F (46317.710000 sec): 3 clusters
  Score: Raw -4611551.763445 + Penalty 3523.354113 = -4608028.409332
  nChanged 2978
		SP:Iteration 6F (46318.260000 sec): 3 clusters
  Score: Raw -4613287.372001 + Penalty 3523.354113 = -4609764.017888
  nChanged 2550
		SP:Iteration 7Q (46318.780000 sec): 3 clusters
  Score: Raw -4614639.465401 + Penalty 3523.354113 = -4611116.111288
  nChanged 2173
		SP:Iteration 8Q (46319.330000 sec): 3 clusters
  Score: Raw -4615752.968852 + Penalty 3523.354113 = -4612229.614740
  nChanged 2007
		SP:Iteration 9Q (46319.900000 sec): 3 clusters
  Score: Raw -4616789.664653 + Penalty 3523.354113 = -4613266.310540
  nChanged 1980
		SP:Iteration 10Q (46320.460000 sec): 3 clusters
  Score: Raw -4617768.103080 + Penalty 3523.354113 = -4614244.748968
  nChanged 1912
		SP:Iteration 11Q (46320.960000 sec): 3 clusters
  Score: Raw -4618645.061349 + Penalty 3523.354113 = -4615121.707236
  nChanged 1733
		SP:Iteration 12Q (46321.490000 sec): 3 clusters
  Score: Raw -4619395.490609 + Penalty 3523.354113 = -4615872.136497
  nChanged 1543
		SP:Iteration 13Q (46321.980000 sec): 3 clusters
  Score: Raw -4620031.913389 + Penalty 3523.354113 = -4616508.559276
  nChanged 1382
		SP:Iteration 14Q (46322.520000 sec): 3 clusters
  Score: Raw -4620576.741026 + Penalty 3523.354113 = -4617053.386914
  nChanged 1168
		SP:Iteration 15Q (46323.010000 sec): 3 clusters
  Score: Raw -4621012.137873 + Penalty 3523.354113 = -4617488.783760
  nChanged 994
		SP:Iteration 16Q (46323.540000 sec): 3 clusters
  Score: Raw -4621352.614232 + Penalty 3523.354113 = -4617829.260120
  nChanged 795
		SP:Iteration 17Q (46324.020000 sec): 3 clusters
  Score: Raw -4621610.943577 + Penalty 3523.354113 = -4618087.589465
  nChanged 648
		SP:Iteration 18Q (46324.550000 sec): 3 clusters
  Score: Raw -4621811.429385 + Penalty 3523.354113 = -4618288.075272
  nChanged 529
		SP:Iteration 19Q (46325.020000 sec): 3 clusters
  Score: Raw -4621961.127108 + Penalty 3523.354113 = -4618437.772996
  nChanged 426
		SP:Iteration 20F (46325.520000 sec): 3 clusters
  Score: Raw -4622075.181145 + Penalty 3523.354113 = -4618551.827033
  nChanged 359
		SP:Iteration 21Q (46326.040000 sec): 3 clusters
  Score: Raw -4622175.237455 + Penalty 3523.354113 = -4618651.883343
  nChanged 279
		SP:Iteration 22Q (46326.520000 sec): 3 clusters
  Score: Raw -4622249.950787 + Penalty 3523.354113 = -4618726.596675
  nChanged 266
		SP:Iteration 23Q (46326.980000 sec): 3 clusters
  Score: Raw -4622315.502392 + Penalty 3523.354113 = -4618792.148279
  nChanged 220
		SP:Iteration 24Q (46327.500000 sec): 3 clusters
  Score: Raw -4622368.061996 + Penalty 3523.354113 = -4618844.707883
  nChanged 193
		SP:Iteration 25Q (46328.000000 sec): 3 clusters
  Score: Raw -4622410.580077 + Penalty 3523.354113 = -4618887.225964
  nChanged 154
		SP:Iteration 26Q (46328.460000 sec): 3 clusters
  Score: Raw -4622443.626242 + Penalty 3523.354113 = -4618920.272130
  nChanged 147
		SP:Iteration 27Q (46328.930000 sec): 3 clusters
  Score: Raw -4622475.884092 + Penalty 3523.354113 = -4618952.529979
  nChanged 132
		SP:Iteration 28Q (46329.440000 sec): 3 clusters
  Score: Raw -4622508.293030 + Penalty 3523.354113 = -4618984.938917
  nChanged 118
		SP:Iteration 29Q (46329.940000 sec): 3 clusters
  Score: Raw -4622536.121175 + Penalty 3523.354113 = -4619012.767062
  nChanged 100
		SP:Iteration 30Q (46330.400000 sec): 3 clusters
  Score: Raw -4622556.540984 + Penalty 3523.354113 = -4619033.186871
  nChanged 77
		SP:Iteration 31Q (46330.870000 sec): 3 clusters
  Score: Raw -4622573.947471 + Penalty 3523.354113 = -4619050.593359
  nChanged 67
		SP:Iteration 32Q (46331.380000 sec): 3 clusters
  Score: Raw -4622588.121569 + Penalty 3523.354113 = -4619064.767457
  nChanged 61
		SP:Iteration 33Q (46331.880000 sec): 3 clusters
  Score: Raw -4622600.197220 + Penalty 3523.354113 = -4619076.843108
  nChanged 49
		SP:Iteration 34Q (46332.340000 sec): 3 clusters
  Score: Raw -4622609.400470 + Penalty 3523.354113 = -4619086.046358
  nChanged 44
		SP:Iteration 35Q (46332.800000 sec): 3 clusters
  Score: Raw -4622616.742699 + Penalty 3523.354113 = -4619093.388586
  nChanged 37
		SP:Iteration 36Q (46333.320000 sec): 3 clusters
  Score: Raw -4622624.266662 + Penalty 3523.354113 = -4619100.912550
  nChanged 39
		SP:Iteration 37Q (46333.810000 sec): 3 clusters
  Score: Raw -4622631.469195 + Penalty 3523.354113 = -4619108.115082
  nChanged 32
		SP:Iteration 38Q (46334.270000 sec): 3 clusters
  Score: Raw -4622637.707115 + Penalty 3523.354113 = -4619114.353002
  nChanged 29
		SP:Iteration 39Q (46334.730000 sec): 3 clusters
  Score: Raw -4622643.030001 + Penalty 3523.354113 = -4619119.675889
  nChanged 28
		SP:Iteration 40F (46335.280000 sec): 3 clusters
  Score: Raw -4622648.399137 + Penalty 3523.354113 = -4619125.045025
  nChanged 36
		SP:Iteration 41Q (46335.750000 sec): 3 clusters
  Score: Raw -4622656.270204 + Penalty 3523.354113 = -4619132.916092
  nChanged 28
		SP:Iteration 42Q (46336.210000 sec): 3 clusters
  Score: Raw -4622662.706588 + Penalty 3523.354113 = -4619139.352475
  nChanged 40
		SP:Iteration 43Q (46336.670000 sec): 3 clusters
  Score: Raw -4622669.688506 + Penalty 3523.354113 = -4619146.334394
  nChanged 34
		SP:Iteration 44Q (46337.190000 sec): 3 clusters
  Score: Raw -4622674.699004 + Penalty 3523.354113 = -4619151.344891
  nChanged 20
		SP:Iteration 45Q (46337.680000 sec): 3 clusters
  Score: Raw -4622677.905264 + Penalty 3523.354113 = -4619154.551151
  nChanged 10
		SP:Iteration 46Q (46338.140000 sec): 3 clusters
  Score: Raw -4622679.539431 + Penalty 3523.354113 = -4619156.185318
  nChanged 18
		SP:Iteration 47Q (46338.610000 sec): 3 clusters
  Score: Raw -4622682.530658 + Penalty 3523.354113 = -4619159.176546
  nChanged 13
		SP:Iteration 48Q (46339.120000 sec): 3 clusters
  Score: Raw -4622684.161797 + Penalty 3523.354113 = -4619160.807685
  nChanged 9
		SP:Iteration 49Q (46339.610000 sec): 3 clusters
  Score: Raw -4622685.395068 + Penalty 3523.354113 = -4619162.040955
  nChanged 8
		SP:Iteration 50Q (46340.070000 sec): 3 clusters
  Score: Raw -4622686.427146 + Penalty 3523.354113 = -4619163.073034
  nChanged 7
		SP:Iteration 51Q (46340.540000 sec): 3 clusters
  Score: Raw -4622687.351344 + Penalty 3523.354113 = -4619163.997231
  nChanged 6
		SP:Iteration 52Q (46341.000000 sec): 3 clusters
  Score: Raw -4622688.431863 + Penalty 3523.354113 = -4619165.077751
  nChanged 12
		SP:Iteration 53Q (46341.520000 sec): 3 clusters
  Score: Raw -4622690.007098 + Penalty 3523.354113 = -4619166.652986
  nChanged 10
		SP:Iteration 54Q (46342.000000 sec): 3 clusters
  Score: Raw -4622691.194419 + Penalty 3523.354113 = -4619167.840307
  nChanged 8
		SP:Iteration 55Q (46342.460000 sec): 3 clusters
  Score: Raw -4622692.165079 + Penalty 3523.354113 = -4619168.810966
  nChanged 6
		SP:Iteration 56Q (46342.930000 sec): 3 clusters
  Score: Raw -4622692.777380 + Penalty 3523.354113 = -4619169.423268
  nChanged 6
		SP:Iteration 57Q (46343.390000 sec): 3 clusters
  Score: Raw -4622693.774079 + Penalty 3523.354113 = -4619170.419967
  nChanged 12
		SP:Iteration 58Q (46343.900000 sec): 3 clusters
  Score: Raw -4622695.443303 + Penalty 3523.354113 = -4619172.089191
  nChanged 9
		SP:Iteration 59Q (46344.390000 sec): 3 clusters
  Score: Raw -4622696.595680 + Penalty 3523.354113 = -4619173.241567
  nChanged 13
		SP:Iteration 60F (46344.890000 sec): 3 clusters
  Score: Raw -4622698.805361 + Penalty 3523.354113 = -4619175.451249
  nChanged 12
		SP:Iteration 61Q (46345.410000 sec): 3 clusters
  Score: Raw -4622700.582554 + Penalty 3523.354113 = -4619177.228441
  nChanged 10
		SP:Iteration 62Q (46345.900000 sec): 3 clusters
  Score: Raw -4622701.787675 + Penalty 3523.354113 = -4619178.433563
  nChanged 3
		SP:Iteration 63Q (46346.360000 sec): 3 clusters
  Score: Raw -4622702.119411 + Penalty 3523.354113 = -4619178.765298
  nChanged 3
		SP:Iteration 64Q (46346.870000 sec): 3 clusters
  Score: Raw -4622702.570833 + Penalty 3523.354113 = -4619179.216720
  nChanged 4
		SP:Iteration 65Q (46347.360000 sec): 3 clusters
  Score: Raw -4622702.959130 + Penalty 3523.354113 = -4619179.605018
  nChanged 2
		SP:Iteration 66Q (46347.820000 sec): 3 clusters
  Score: Raw -4622703.244739 + Penalty 3523.354113 = -4619179.890626
  nChanged 2
		SP:Iteration 67Q (46348.280000 sec): 3 clusters
  Score: Raw -4622703.655766 + Penalty 3523.354113 = -4619180.301653
  nChanged 2
		SP:Iteration 68Q (46348.750000 sec): 3 clusters
  Score: Raw -4622703.922350 + Penalty 3523.354113 = -4619180.568237
  nChanged 4
		SP:Iteration 69Q (46349.260000 sec): 3 clusters
  Score: Raw -4622704.318805 + Penalty 3523.354113 = -4619180.964693
  nChanged 2
		SP:Iteration 70Q (46349.790000 sec): 3 clusters
  Score: Raw -4622704.537605 + Penalty 3523.354113 = -4619181.183492
  nChanged 3
		SP:Iteration 71Q (46350.310000 sec): 3 clusters
  Score: Raw -4622704.911373 + Penalty 3523.354113 = -4619181.557261
  nChanged 4
		SP:Iteration 72Q (46350.800000 sec): 3 clusters
  Score: Raw -4622705.436034 + Penalty 3523.354113 = -4619182.081922
  nChanged 2
		SP:Iteration 73Q (46351.260000 sec): 3 clusters
  Score: Raw -4622705.673305 + Penalty 3523.354113 = -4619182.319193
  nChanged 3
		SP:Iteration 74Q (46351.720000 sec): 3 clusters
  Score: Raw -4622706.043250 + Penalty 3523.354113 = -4619182.689137
  nChanged 1
		SP:Iteration 75Q (46352.240000 sec): 3 clusters
  Score: Raw -4622706.362702 + Penalty 3523.354113 = -4619183.008589
  nChanged 1
		SP:Iteration 76Q (46352.730000 sec): 3 clusters
  Score: Raw -4622706.468317 + Penalty 3523.354113 = -4619183.114205
  nChanged 2
		SP:Iteration 77Q (46353.200000 sec): 3 clusters
  Score: Raw -4622706.701607 + Penalty 3523.354113 = -4619183.347494
  nChanged 2
		SP:Iteration 78Q (46353.660000 sec): 3 clusters
  Score: Raw -4622706.958520 + Penalty 3523.354113 = -4619183.604407
  nChanged 3
		SP:Iteration 79Q (46354.120000 sec): 3 clusters
  Score: Raw -4622707.506035 + Penalty 3523.354113 = -4619184.151922
  nChanged 4
		SP:Iteration 80F (46354.670000 sec): 3 clusters
  Score: Raw -4622708.182452 + Penalty 3523.354113 = -4619184.828339
  nChanged 7
		SP:Iteration 81Q (46355.130000 sec): 3 clusters
  Score: Raw -4622709.305261 + Penalty 3523.354113 = -4619185.951148
  nChanged 5
		SP:Iteration 82Q (46355.590000 sec): 3 clusters
  Score: Raw -4622709.993014 + Penalty 3523.354113 = -4619186.638901
  nChanged 4
		SP:Iteration 83Q (46356.060000 sec): 3 clusters
  Score: Raw -4622710.693470 + Penalty 3523.354113 = -4619187.339358
  nChanged 4
		SP:Iteration 84Q (46356.570000 sec): 3 clusters
  Score: Raw -4622711.390252 + Penalty 3523.354113 = -4619188.036140
  nChanged 4
		SP:Iteration 85Q (46357.060000 sec): 3 clusters
  Score: Raw -4622712.435162 + Penalty 3523.354113 = -4619189.081049
  nChanged 4
		SP:Iteration 86Q (46357.520000 sec): 3 clusters
  Score: Raw -4622712.941362 + Penalty 3523.354113 = -4619189.587249
  nChanged 5
		SP:Iteration 87Q (46357.980000 sec): 3 clusters
  Score: Raw -4622713.796305 + Penalty 3523.354113 = -4619190.442192
  nChanged 8
		SP:Iteration 88Q (46358.440000 sec): 3 clusters
  Score: Raw -4622715.309404 + Penalty 3523.354113 = -4619191.955291
  nChanged 7
		SP:Iteration 89Q (46358.960000 sec): 3 clusters
  Score: Raw -4622716.526597 + Penalty 3523.354113 = -4619193.172484
  nChanged 6
		SP:Iteration 90Q (46359.450000 sec): 3 clusters
  Score: Raw -4622717.470817 + Penalty 3523.354113 = -4619194.116705
  nChanged 3
		SP:Iteration 91Q (46359.910000 sec): 3 clusters
  Score: Raw -4622717.876578 + Penalty 3523.354113 = -4619194.522465
  nChanged 2
		SP:Iteration 92Q (46360.370000 sec): 3 clusters
  Score: Raw -4622718.101751 + Penalty 3523.354113 = -4619194.747638
  nChanged 1
		SP:Iteration 93Q (46360.830000 sec): 3 clusters
  Score: Raw -4622718.237042 + Penalty 3523.354113 = -4619194.882929
  nChanged 0
		SP:Iteration 94F (46361.380000 sec): 3 clusters
  Score: Raw -4622718.237042 + Penalty 3523.354113 = -4619194.882929
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 22 (2727 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46361.440000 sec): 2 clusters
  Score: Raw -212278.682726 + Penalty 1285.530575 = -210993.152151
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46361.520000 sec): 3 clusters
  Score: Raw -211070.050847 + Penalty 2571.061149 = -208498.989698
  nChanged 998
		SP:Iteration 1F (46361.580000 sec): 3 clusters
  Score: Raw -211815.423091 + Penalty 2571.061149 = -209244.361942
  nChanged 255
		SP:Iteration 2F (46361.640000 sec): 3 clusters
  Score: Raw -212098.650637 + Penalty 2571.061149 = -209527.589487
  nChanged 180
		SP:Iteration 3F (46361.690000 sec): 3 clusters
  Score: Raw -212288.278775 + Penalty 2571.061149 = -209717.217626
  nChanged 154
		SP:Iteration 4F (46361.740000 sec): 3 clusters
  Score: Raw -212443.983588 + Penalty 2571.061149 = -209872.922438
  nChanged 127
		SP:Iteration 5Q (46361.790000 sec): 3 clusters
  Score: Raw -212539.984054 + Penalty 2571.061149 = -209968.922905
  nChanged 80
		SP:Iteration 6Q (46361.840000 sec): 3 clusters
  Score: Raw -212589.151950 + Penalty 2571.061149 = -210018.090801
  nChanged 53
		SP:Iteration 7Q (46361.900000 sec): 3 clusters
  Score: Raw -212623.540509 + Penalty 2571.061149 = -210052.479359
  nChanged 38
		SP:Iteration 8Q (46361.950000 sec): 3 clusters
  Score: Raw -212647.390507 + Penalty 2571.061149 = -210076.329358
  nChanged 39
		SP:Iteration 9Q (46362.000000 sec): 3 clusters
  Score: Raw -212673.879768 + Penalty 2571.061149 = -210102.818619
  nChanged 37
		SP:Iteration 10Q (46362.050000 sec): 3 clusters
  Score: Raw -212699.017879 + Penalty 2571.061149 = -210127.956729
  nChanged 31
		SP:Iteration 11Q (46362.110000 sec): 3 clusters
  Score: Raw -212716.839457 + Penalty 2571.061149 = -210145.778308
  nChanged 32
		SP:Iteration 12Q (46362.160000 sec): 3 clusters
  Score: Raw -212730.310999 + Penalty 2571.061149 = -210159.249849
  nChanged 21
		SP:Iteration 13Q (46362.210000 sec): 3 clusters
  Score: Raw -212739.060248 + Penalty 2571.061149 = -210167.999098
  nChanged 16
		SP:Iteration 14Q (46362.260000 sec): 3 clusters
  Score: Raw -212746.844724 + Penalty 2571.061149 = -210175.783574
  nChanged 13
		SP:Iteration 15Q (46362.320000 sec): 3 clusters
  Score: Raw -212750.929074 + Penalty 2571.061149 = -210179.867925
  nChanged 8
		SP:Iteration 16Q (46362.370000 sec): 3 clusters
  Score: Raw -212756.042842 + Penalty 2571.061149 = -210184.981693
  nChanged 16
		SP:Iteration 17Q (46362.420000 sec): 3 clusters
  Score: Raw -212760.655957 + Penalty 2571.061149 = -210189.594808
  nChanged 8
		SP:Iteration 18Q (46362.470000 sec): 3 clusters
  Score: Raw -212763.120833 + Penalty 2571.061149 = -210192.059684
  nChanged 7
		SP:Iteration 19Q (46362.520000 sec): 3 clusters
  Score: Raw -212768.258527 + Penalty 2571.061149 = -210197.197378
  nChanged 5
		SP:Iteration 20F (46362.580000 sec): 3 clusters
  Score: Raw -212769.998108 + Penalty 2571.061149 = -210198.936959
  nChanged 7
		SP:Iteration 21Q (46362.630000 sec): 3 clusters
  Score: Raw -212771.992215 + Penalty 2571.061149 = -210200.931065
  nChanged 5
		SP:Iteration 22Q (46362.680000 sec): 3 clusters
  Score: Raw -212773.365489 + Penalty 2571.061149 = -210202.304340
  nChanged 5
		SP:Iteration 23Q (46362.730000 sec): 3 clusters
  Score: Raw -212775.043544 + Penalty 2571.061149 = -210203.982394
  nChanged 5
		SP:Iteration 24Q (46362.780000 sec): 3 clusters
  Score: Raw -212776.477098 + Penalty 2571.061149 = -210205.415948
  nChanged 4
		SP:Iteration 25Q (46362.840000 sec): 3 clusters
  Score: Raw -212778.212482 + Penalty 2571.061149 = -210207.151333
  nChanged 2
		SP:Iteration 26Q (46362.890000 sec): 3 clusters
  Score: Raw -212778.732021 + Penalty 2571.061149 = -210207.670872
  nChanged 1
		SP:Iteration 27Q (46362.940000 sec): 3 clusters
  Score: Raw -212779.018107 + Penalty 2571.061149 = -210207.956957
  nChanged 1
		SP:Iteration 28Q (46362.990000 sec): 3 clusters
  Score: Raw -212779.144382 + Penalty 2571.061149 = -210208.083232
  nChanged 1
		SP:Iteration 29Q (46363.040000 sec): 3 clusters
  Score: Raw -212779.325185 + Penalty 2571.061149 = -210208.264036
  nChanged 0
		SP:Iteration 30F (46363.100000 sec): 3 clusters
  Score: Raw -212779.325185 + Penalty 2571.061149 = -210208.264036
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 23 (4173 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46363.170000 sec): 2 clusters
  Score: Raw -353082.646783 + Penalty 1354.663453 = -351727.983330
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46363.260000 sec): 3 clusters
  Score: Raw -350936.709663 + Penalty 2709.326906 = -348227.382756
  nChanged 1680
		SP:Iteration 1F (46363.340000 sec): 3 clusters
  Score: Raw -351862.266734 + Penalty 2709.326906 = -349152.939828
  nChanged 333
		SP:Iteration 2F (46363.420000 sec): 3 clusters
  Score: Raw -352075.661438 + Penalty 2709.326906 = -349366.334532
  nChanged 248
		SP:Iteration 3F (46363.490000 sec): 3 clusters
  Score: Raw -352217.246484 + Penalty 2709.326906 = -349507.919578
  nChanged 185
		SP:Iteration 4Q (46363.580000 sec): 3 clusters
  Score: Raw -352302.475941 + Penalty 2709.326906 = -349593.149035
  nChanged 159
		SP:Iteration 5Q (46363.660000 sec): 3 clusters
  Score: Raw -352383.425132 + Penalty 2709.326906 = -349674.098225
  nChanged 140
		SP:Iteration 6Q (46363.740000 sec): 3 clusters
  Score: Raw -352457.286625 + Penalty 2709.326906 = -349747.959719
  nChanged 146
		SP:Iteration 7Q (46363.820000 sec): 3 clusters
  Score: Raw -352530.150307 + Penalty 2709.326906 = -349820.823401
  nChanged 150
		SP:Iteration 8Q (46363.900000 sec): 3 clusters
  Score: Raw -352613.719294 + Penalty 2709.326906 = -349904.392388
  nChanged 146
		SP:Iteration 9Q (46363.980000 sec): 3 clusters
  Score: Raw -352697.984181 + Penalty 2709.326906 = -349988.657275
  nChanged 152
		SP:Iteration 10Q (46364.060000 sec): 3 clusters
  Score: Raw -352789.795757 + Penalty 2709.326906 = -350080.468850
  nChanged 138
		SP:Iteration 11Q (46364.140000 sec): 3 clusters
  Score: Raw -352875.092062 + Penalty 2709.326906 = -350165.765156
  nChanged 113
		SP:Iteration 12Q (46364.220000 sec): 3 clusters
  Score: Raw -352945.967401 + Penalty 2709.326906 = -350236.640494
  nChanged 106
		SP:Iteration 13Q (46364.300000 sec): 3 clusters
  Score: Raw -353003.298988 + Penalty 2709.326906 = -350293.972082
  nChanged 86
		SP:Iteration 14Q (46364.380000 sec): 3 clusters
  Score: Raw -353046.306667 + Penalty 2709.326906 = -350336.979761
  nChanged 73
		SP:Iteration 15Q (46364.460000 sec): 3 clusters
  Score: Raw -353074.594256 + Penalty 2709.326906 = -350365.267350
  nChanged 54
		SP:Iteration 16Q (46364.550000 sec): 3 clusters
  Score: Raw -353097.365477 + Penalty 2709.326906 = -350388.038570
  nChanged 55
		SP:Iteration 17Q (46364.630000 sec): 3 clusters
  Score: Raw -353120.828125 + Penalty 2709.326906 = -350411.501219
  nChanged 41
		SP:Iteration 18Q (46364.710000 sec): 3 clusters
  Score: Raw -353136.239253 + Penalty 2709.326906 = -350426.912347
  nChanged 39
		SP:Iteration 19Q (46364.790000 sec): 3 clusters
  Score: Raw -353153.481052 + Penalty 2709.326906 = -350444.154145
  nChanged 40
		SP:Iteration 20F (46364.870000 sec): 3 clusters
  Score: Raw -353172.068864 + Penalty 2709.326906 = -350462.741958
  nChanged 39
		SP:Iteration 21Q (46364.950000 sec): 3 clusters
  Score: Raw -353191.806917 + Penalty 2709.326906 = -350482.480011
  nChanged 35
		SP:Iteration 22Q (46365.030000 sec): 3 clusters
  Score: Raw -353207.731296 + Penalty 2709.326906 = -350498.404390
  nChanged 35
		SP:Iteration 23Q (46365.110000 sec): 3 clusters
  Score: Raw -353220.996143 + Penalty 2709.326906 = -350511.669237
  nChanged 28
		SP:Iteration 24Q (46365.190000 sec): 3 clusters
  Score: Raw -353231.985549 + Penalty 2709.326906 = -350522.658643
  nChanged 28
		SP:Iteration 25Q (46365.270000 sec): 3 clusters
  Score: Raw -353241.957528 + Penalty 2709.326906 = -350532.630621
  nChanged 14
		SP:Iteration 26Q (46365.350000 sec): 3 clusters
  Score: Raw -353247.093732 + Penalty 2709.326906 = -350537.766826
  nChanged 10
		SP:Iteration 27Q (46365.430000 sec): 3 clusters
  Score: Raw -353250.404660 + Penalty 2709.326906 = -350541.077754
  nChanged 11
		SP:Iteration 28Q (46365.510000 sec): 3 clusters
  Score: Raw -353253.458054 + Penalty 2709.326906 = -350544.131148
  nChanged 11
		SP:Iteration 29Q (46365.600000 sec): 3 clusters
  Score: Raw -353256.008660 + Penalty 2709.326906 = -350546.681754
  nChanged 10
		SP:Iteration 30Q (46365.680000 sec): 3 clusters
  Score: Raw -353258.421065 + Penalty 2709.326906 = -350549.094159
  nChanged 7
		SP:Iteration 31Q (46365.760000 sec): 3 clusters
  Score: Raw -353260.020952 + Penalty 2709.326906 = -350550.694046
  nChanged 10
		SP:Iteration 32Q (46365.840000 sec): 3 clusters
  Score: Raw -353263.243754 + Penalty 2709.326906 = -350553.916848
  nChanged 12
		SP:Iteration 33Q (46365.920000 sec): 3 clusters
  Score: Raw -353266.202468 + Penalty 2709.326906 = -350556.875562
  nChanged 7
		SP:Iteration 34Q (46366.000000 sec): 3 clusters
  Score: Raw -353267.810904 + Penalty 2709.326906 = -350558.483998
  nChanged 5
		SP:Iteration 35Q (46366.080000 sec): 3 clusters
  Score: Raw -353268.860774 + Penalty 2709.326906 = -350559.533868
  nChanged 7
		SP:Iteration 36Q (46366.160000 sec): 3 clusters
  Score: Raw -353271.232440 + Penalty 2709.326906 = -350561.905534
  nChanged 6
		SP:Iteration 37Q (46366.240000 sec): 3 clusters
  Score: Raw -353273.885505 + Penalty 2709.326906 = -350564.558599
  nChanged 5
		SP:Iteration 38Q (46366.320000 sec): 3 clusters
  Score: Raw -353276.029891 + Penalty 2709.326906 = -350566.702985
  nChanged 8
		SP:Iteration 39Q (46366.400000 sec): 3 clusters
  Score: Raw -353278.023047 + Penalty 2709.326906 = -350568.696141
  nChanged 7
		SP:Iteration 40F (46366.480000 sec): 3 clusters
  Score: Raw -353280.535233 + Penalty 2709.326906 = -350571.208327
  nChanged 5
		SP:Iteration 41Q (46366.560000 sec): 3 clusters
  Score: Raw -353283.729450 + Penalty 2709.326906 = -350574.402544
  nChanged 7
		SP:Iteration 42Q (46366.640000 sec): 3 clusters
  Score: Raw -353285.336710 + Penalty 2709.326906 = -350576.009804
  nChanged 5
		SP:Iteration 43Q (46366.720000 sec): 3 clusters
  Score: Raw -353286.485254 + Penalty 2709.326906 = -350577.158348
  nChanged 3
		SP:Iteration 44Q (46366.800000 sec): 3 clusters
  Score: Raw -353287.130201 + Penalty 2709.326906 = -350577.803295
  nChanged 3
		SP:Iteration 45Q (46366.880000 sec): 3 clusters
  Score: Raw -353287.668259 + Penalty 2709.326906 = -350578.341353
  nChanged 3
		SP:Iteration 46Q (46366.960000 sec): 3 clusters
  Score: Raw -353288.719232 + Penalty 2709.326906 = -350579.392326
  nChanged 4
		SP:Iteration 47Q (46367.040000 sec): 3 clusters
  Score: Raw -353289.966500 + Penalty 2709.326906 = -350580.639594
  nChanged 3
		SP:Iteration 48Q (46367.120000 sec): 3 clusters
  Score: Raw -353291.020425 + Penalty 2709.326906 = -350581.693519
  nChanged 5
		SP:Iteration 49Q (46367.200000 sec): 3 clusters
  Score: Raw -353292.519245 + Penalty 2709.326906 = -350583.192339
  nChanged 8
		SP:Iteration 50Q (46367.290000 sec): 3 clusters
  Score: Raw -353295.272577 + Penalty 2709.326906 = -350585.945670
  nChanged 7
		SP:Iteration 51Q (46367.370000 sec): 3 clusters
  Score: Raw -353297.282101 + Penalty 2709.326906 = -350587.955195
  nChanged 4
		SP:Iteration 52Q (46367.450000 sec): 3 clusters
  Score: Raw -353298.917816 + Penalty 2709.326906 = -350589.590910
  nChanged 7
		SP:Iteration 53Q (46367.530000 sec): 3 clusters
  Score: Raw -353300.253565 + Penalty 2709.326906 = -350590.926659
  nChanged 5
		SP:Iteration 54Q (46367.610000 sec): 3 clusters
  Score: Raw -353301.153544 + Penalty 2709.326906 = -350591.826638
  nChanged 4
		SP:Iteration 55Q (46367.690000 sec): 3 clusters
  Score: Raw -353302.032724 + Penalty 2709.326906 = -350592.705818
  nChanged 4
		SP:Iteration 56Q (46367.770000 sec): 3 clusters
  Score: Raw -353302.818195 + Penalty 2709.326906 = -350593.491289
  nChanged 3
		SP:Iteration 57Q (46367.850000 sec): 3 clusters
  Score: Raw -353303.503292 + Penalty 2709.326906 = -350594.176386
  nChanged 2
		SP:Iteration 58Q (46367.930000 sec): 3 clusters
  Score: Raw -353303.887136 + Penalty 2709.326906 = -350594.560230
  nChanged 2
		SP:Iteration 59Q (46368.010000 sec): 3 clusters
  Score: Raw -353304.132456 + Penalty 2709.326906 = -350594.805550
  nChanged 2
		SP:Iteration 60F (46368.090000 sec): 3 clusters
  Score: Raw -353304.637323 + Penalty 2709.326906 = -350595.310417
  nChanged 1
		SP:Iteration 61Q (46368.170000 sec): 3 clusters
  Score: Raw -353304.806833 + Penalty 2709.326906 = -350595.479927
  nChanged 0
		SP:Iteration 62F (46368.250000 sec): 3 clusters
  Score: Raw -353304.806833 + Penalty 2709.326906 = -350595.479927
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 24 (33197 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46368.520000 sec): 2 clusters
  Score: Raw -3035313.452569 + Penalty 1691.659903 = -3033621.792666
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46368.920000 sec): 3 clusters
  Score: Raw -3014725.261090 + Penalty 3383.319807 = -3011341.941283
  nChanged 15459
		SP:Iteration 1F (46369.280000 sec): 3 clusters
  Score: Raw -3023493.334993 + Penalty 3383.319807 = -3020110.015187
  nChanged 1479
		SP:Iteration 2Q (46369.650000 sec): 3 clusters
  Score: Raw -3024039.508742 + Penalty 3383.319807 = -3020656.188935
  nChanged 1449
		SP:Iteration 3Q (46370.050000 sec): 3 clusters
  Score: Raw -3024654.228030 + Penalty 3383.319807 = -3021270.908224
  nChanged 1578
		SP:Iteration 4Q (46370.470000 sec): 3 clusters
  Score: Raw -3025484.508379 + Penalty 3383.319807 = -3022101.188573
  nChanged 1784
		SP:Iteration 5F (46370.830000 sec): 3 clusters
  Score: Raw -3026646.601114 + Penalty 3383.319807 = -3023263.281307
  nChanged 2082
		SP:Iteration 6F (46371.230000 sec): 3 clusters
  Score: Raw -3028225.126678 + Penalty 3383.319807 = -3024841.806871
  nChanged 2148
		SP:Iteration 7F (46371.590000 sec): 3 clusters
  Score: Raw -3029982.435740 + Penalty 3383.319807 = -3026599.115933
  nChanged 2051
		SP:Iteration 8F (46371.950000 sec): 3 clusters
  Score: Raw -3031693.300070 + Penalty 3383.319807 = -3028309.980264
  nChanged 1695
		SP:Iteration 9F (46372.350000 sec): 3 clusters
  Score: Raw -3033123.788280 + Penalty 3383.319807 = -3029740.468474
  nChanged 1207
		SP:Iteration 10Q (46372.710000 sec): 3 clusters
  Score: Raw -3034159.904194 + Penalty 3383.319807 = -3030776.584388
  nChanged 716
		SP:Iteration 11Q (46373.130000 sec): 3 clusters
  Score: Raw -3034759.141596 + Penalty 3383.319807 = -3031375.821790
  nChanged 417
		SP:Iteration 12Q (46373.490000 sec): 3 clusters
  Score: Raw -3035113.111789 + Penalty 3383.319807 = -3031729.791982
  nChanged 288
		SP:Iteration 13Q (46373.910000 sec): 3 clusters
  Score: Raw -3035352.907692 + Penalty 3383.319807 = -3031969.587885
  nChanged 161
		SP:Iteration 14Q (46374.280000 sec): 3 clusters
  Score: Raw -3035483.143649 + Penalty 3383.319807 = -3032099.823842
  nChanged 101
		SP:Iteration 15Q (46374.690000 sec): 3 clusters
  Score: Raw -3035555.304143 + Penalty 3383.319807 = -3032171.984337
  nChanged 74
		SP:Iteration 16Q (46375.060000 sec): 3 clusters
  Score: Raw -3035618.338570 + Penalty 3383.319807 = -3032235.018764
  nChanged 74
		SP:Iteration 17Q (46375.480000 sec): 3 clusters
  Score: Raw -3035675.178789 + Penalty 3383.319807 = -3032291.858982
  nChanged 60
		SP:Iteration 18Q (46375.850000 sec): 3 clusters
  Score: Raw -3035719.511008 + Penalty 3383.319807 = -3032336.191201
  nChanged 34
		SP:Iteration 19Q (46376.270000 sec): 3 clusters
  Score: Raw -3035744.496189 + Penalty 3383.319807 = -3032361.176383
  nChanged 25
		SP:Iteration 20F (46376.620000 sec): 3 clusters
  Score: Raw -3035759.738335 + Penalty 3383.319807 = -3032376.418529
  nChanged 13
		SP:Iteration 21Q (46377.050000 sec): 3 clusters
  Score: Raw -3035767.118590 + Penalty 3383.319807 = -3032383.798784
  nChanged 8
		SP:Iteration 22Q (46377.420000 sec): 3 clusters
  Score: Raw -3035771.736916 + Penalty 3383.319807 = -3032388.417109
  nChanged 9
		SP:Iteration 23Q (46377.840000 sec): 3 clusters
  Score: Raw -3035778.290732 + Penalty 3383.319807 = -3032394.970926
  nChanged 9
		SP:Iteration 24Q (46378.210000 sec): 3 clusters
  Score: Raw -3035783.175623 + Penalty 3383.319807 = -3032399.855817
  nChanged 7
		SP:Iteration 25Q (46378.630000 sec): 3 clusters
  Score: Raw -3035787.530712 + Penalty 3383.319807 = -3032404.210905
  nChanged 8
		SP:Iteration 26Q (46379.000000 sec): 3 clusters
  Score: Raw -3035792.198386 + Penalty 3383.319807 = -3032408.878580
  nChanged 5
		SP:Iteration 27Q (46379.420000 sec): 3 clusters
  Score: Raw -3035794.372400 + Penalty 3383.319807 = -3032411.052593
  nChanged 2
		SP:Iteration 28Q (46379.790000 sec): 3 clusters
  Score: Raw -3035795.234099 + Penalty 3383.319807 = -3032411.914292
  nChanged 1
		SP:Iteration 29Q (46380.210000 sec): 3 clusters
  Score: Raw -3035795.787782 + Penalty 3383.319807 = -3032412.467976
  nChanged 3
		SP:Iteration 30Q (46380.580000 sec): 3 clusters
  Score: Raw -3035797.580472 + Penalty 3383.319807 = -3032414.260665
  nChanged 0
		SP:Iteration 31F (46380.970000 sec): 3 clusters
  Score: Raw -3035797.580472 + Penalty 3383.319807 = -3032414.260665
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 25 (1696 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46381.020000 sec): 2 clusters
  Score: Raw -144408.128108 + Penalty 1208.354520 = -143199.773588
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46381.070000 sec): 3 clusters
  Score: Raw -143704.665142 + Penalty 2416.709040 = -141287.956102
  nChanged 606
		SP:Iteration 1F (46381.100000 sec): 3 clusters
  Score: Raw -144137.843796 + Penalty 2416.709040 = -141721.134756
  nChanged 136
		SP:Iteration 2F (46381.140000 sec): 3 clusters
  Score: Raw -144250.573888 + Penalty 2416.709040 = -141833.864848
  nChanged 81
		SP:Iteration 3Q (46381.180000 sec): 3 clusters
  Score: Raw -144315.218846 + Penalty 2416.709040 = -141898.509806
  nChanged 65
		SP:Iteration 4Q (46381.210000 sec): 3 clusters
  Score: Raw -144370.184291 + Penalty 2416.709040 = -141953.475251
  nChanged 48
		SP:Iteration 5Q (46381.250000 sec): 3 clusters
  Score: Raw -144426.696740 + Penalty 2416.709040 = -142009.987700
  nChanged 51
		SP:Iteration 6Q (46381.280000 sec): 3 clusters
  Score: Raw -144490.547442 + Penalty 2416.709040 = -142073.838401
  nChanged 67
		SP:Iteration 7Q (46381.310000 sec): 3 clusters
  Score: Raw -144548.318294 + Penalty 2416.709040 = -142131.609254
  nChanged 53
		SP:Iteration 8Q (46381.350000 sec): 3 clusters
  Score: Raw -144603.374283 + Penalty 2416.709040 = -142186.665243
  nChanged 49
		SP:Iteration 9Q (46381.380000 sec): 3 clusters
  Score: Raw -144646.301961 + Penalty 2416.709040 = -142229.592921
  nChanged 43
		SP:Iteration 10Q (46381.420000 sec): 3 clusters
  Score: Raw -144682.133686 + Penalty 2416.709040 = -142265.424645
  nChanged 38
		SP:Iteration 11Q (46381.450000 sec): 3 clusters
  Score: Raw -144722.377325 + Penalty 2416.709040 = -142305.668284
  nChanged 36
		SP:Iteration 12Q (46381.480000 sec): 3 clusters
  Score: Raw -144757.307692 + Penalty 2416.709040 = -142340.598652
  nChanged 37
		SP:Iteration 13Q (46381.520000 sec): 3 clusters
  Score: Raw -144792.861045 + Penalty 2416.709040 = -142376.152005
  nChanged 42
		SP:Iteration 14Q (46381.550000 sec): 3 clusters
  Score: Raw -144832.879396 + Penalty 2416.709040 = -142416.170356
  nChanged 31
		SP:Iteration 15Q (46381.580000 sec): 3 clusters
  Score: Raw -144865.706836 + Penalty 2416.709040 = -142448.997796
  nChanged 22
		SP:Iteration 16Q (46381.620000 sec): 3 clusters
  Score: Raw -144883.737478 + Penalty 2416.709040 = -142467.028438
  nChanged 12
		SP:Iteration 17Q (46381.650000 sec): 3 clusters
  Score: Raw -144896.569966 + Penalty 2416.709040 = -142479.860926
  nChanged 12
		SP:Iteration 18Q (46381.680000 sec): 3 clusters
  Score: Raw -144908.886987 + Penalty 2416.709040 = -142492.177947
  nChanged 9
		SP:Iteration 19Q (46381.720000 sec): 3 clusters
  Score: Raw -144918.863017 + Penalty 2416.709040 = -142502.153977
  nChanged 11
		SP:Iteration 20F (46381.750000 sec): 3 clusters
  Score: Raw -144927.357611 + Penalty 2416.709040 = -142510.648570
  nChanged 9
		SP:Iteration 21Q (46381.780000 sec): 3 clusters
  Score: Raw -144937.667155 + Penalty 2416.709040 = -142520.958115
  nChanged 10
		SP:Iteration 22Q (46381.820000 sec): 3 clusters
  Score: Raw -144943.833192 + Penalty 2416.709040 = -142527.124152
  nChanged 5
		SP:Iteration 23Q (46381.850000 sec): 3 clusters
  Score: Raw -144948.157548 + Penalty 2416.709040 = -142531.448507
  nChanged 2
		SP:Iteration 24Q (46381.880000 sec): 3 clusters
  Score: Raw -144949.858337 + Penalty 2416.709040 = -142533.149297
  nChanged 2
		SP:Iteration 25Q (46381.920000 sec): 3 clusters
  Score: Raw -144951.132143 + Penalty 2416.709040 = -142534.423103
  nChanged 1
		SP:Iteration 26Q (46381.950000 sec): 3 clusters
  Score: Raw -144951.427325 + Penalty 2416.709040 = -142534.718285
  nChanged 2
		SP:Iteration 27Q (46381.980000 sec): 3 clusters
  Score: Raw -144951.977768 + Penalty 2416.709040 = -142535.268728
  nChanged 3
		SP:Iteration 28Q (46382.010000 sec): 3 clusters
  Score: Raw -144953.263224 + Penalty 2416.709040 = -142536.554184
  nChanged 0
		SP:Iteration 29F (46382.040000 sec): 3 clusters
  Score: Raw -144953.263224 + Penalty 2416.709040 = -142536.554184
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 26 (8588 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46382.150000 sec): 2 clusters
  Score: Raw -780154.506375 + Penalty 1471.944688 = -778682.561687
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46382.320000 sec): 3 clusters
  Score: Raw -775413.973870 + Penalty 2943.889377 = -772470.084493
  nChanged 3667
		SP:Iteration 1F (46382.450000 sec): 3 clusters
  Score: Raw -777581.043058 + Penalty 2943.889377 = -774637.153681
  nChanged 636
		SP:Iteration 2F (46382.580000 sec): 3 clusters
  Score: Raw -777973.780738 + Penalty 2943.889377 = -775029.891362
  nChanged 625
		SP:Iteration 3F (46382.720000 sec): 3 clusters
  Score: Raw -778461.895712 + Penalty 2943.889377 = -775518.006335
  nChanged 625
		SP:Iteration 4F (46382.850000 sec): 3 clusters
  Score: Raw -778971.256113 + Penalty 2943.889377 = -776027.366736
  nChanged 592
		SP:Iteration 5F (46382.990000 sec): 3 clusters
  Score: Raw -779445.006190 + Penalty 2943.889377 = -776501.116813
  nChanged 510
		SP:Iteration 6F (46383.130000 sec): 3 clusters
  Score: Raw -779835.254524 + Penalty 2943.889377 = -776891.365148
  nChanged 411
		SP:Iteration 7Q (46383.280000 sec): 3 clusters
  Score: Raw -780099.686229 + Penalty 2943.889377 = -777155.796852
  nChanged 300
		SP:Iteration 8Q (46383.410000 sec): 3 clusters
  Score: Raw -780290.577833 + Penalty 2943.889377 = -777346.688457
  nChanged 226
		SP:Iteration 9Q (46383.540000 sec): 3 clusters
  Score: Raw -780411.415615 + Penalty 2943.889377 = -777467.526238
  nChanged 194
		SP:Iteration 10Q (46383.680000 sec): 3 clusters
  Score: Raw -780484.390181 + Penalty 2943.889377 = -777540.500804
  nChanged 138
		SP:Iteration 11Q (46383.830000 sec): 3 clusters
  Score: Raw -780531.868866 + Penalty 2943.889377 = -777587.979489
  nChanged 113
		SP:Iteration 12Q (46383.970000 sec): 3 clusters
  Score: Raw -780563.415515 + Penalty 2943.889377 = -777619.526139
  nChanged 79
		SP:Iteration 13Q (46384.110000 sec): 3 clusters
  Score: Raw -780584.550460 + Penalty 2943.889377 = -777640.661083
  nChanged 75
		SP:Iteration 14Q (46384.250000 sec): 3 clusters
  Score: Raw -780602.077240 + Penalty 2943.889377 = -777658.187863
  nChanged 75
		SP:Iteration 15Q (46384.380000 sec): 3 clusters
  Score: Raw -780619.309073 + Penalty 2943.889377 = -777675.419696
  nChanged 65
		SP:Iteration 16Q (46384.520000 sec): 3 clusters
  Score: Raw -780631.523175 + Penalty 2943.889377 = -777687.633798
  nChanged 53
		SP:Iteration 17Q (46384.660000 sec): 3 clusters
  Score: Raw -780641.996169 + Penalty 2943.889377 = -777698.106793
  nChanged 50
		SP:Iteration 18Q (46384.800000 sec): 3 clusters
  Score: Raw -780652.053142 + Penalty 2943.889377 = -777708.163765
  nChanged 43
		SP:Iteration 19Q (46384.940000 sec): 3 clusters
  Score: Raw -780659.868790 + Penalty 2943.889377 = -777715.979413
  nChanged 43
		SP:Iteration 20F (46385.080000 sec): 3 clusters
  Score: Raw -780669.974557 + Penalty 2943.889377 = -777726.085180
  nChanged 51
		SP:Iteration 21Q (46385.220000 sec): 3 clusters
  Score: Raw -780679.826851 + Penalty 2943.889377 = -777735.937474
  nChanged 46
		SP:Iteration 22Q (46385.350000 sec): 3 clusters
  Score: Raw -780689.070552 + Penalty 2943.889377 = -777745.181175
  nChanged 53
		SP:Iteration 23Q (46385.490000 sec): 3 clusters
  Score: Raw -780703.147552 + Penalty 2943.889377 = -777759.258176
  nChanged 65
		SP:Iteration 24Q (46385.630000 sec): 3 clusters
  Score: Raw -780719.582899 + Penalty 2943.889377 = -777775.693522
  nChanged 66
		SP:Iteration 25Q (46385.770000 sec): 3 clusters
  Score: Raw -780733.000066 + Penalty 2943.889377 = -777789.110689
  nChanged 56
		SP:Iteration 26Q (46385.920000 sec): 3 clusters
  Score: Raw -780744.899587 + Penalty 2943.889377 = -777801.010211
  nChanged 63
		SP:Iteration 27Q (46386.050000 sec): 3 clusters
  Score: Raw -780757.064473 + Penalty 2943.889377 = -777813.175096
  nChanged 49
		SP:Iteration 28Q (46386.180000 sec): 3 clusters
  Score: Raw -780766.162113 + Penalty 2943.889377 = -777822.272736
  nChanged 47
		SP:Iteration 29Q (46386.320000 sec): 3 clusters
  Score: Raw -780775.947128 + Penalty 2943.889377 = -777832.057751
  nChanged 56
		SP:Iteration 30Q (46386.460000 sec): 3 clusters
  Score: Raw -780785.857836 + Penalty 2943.889377 = -777841.968460
  nChanged 40
		SP:Iteration 31Q (46386.600000 sec): 3 clusters
  Score: Raw -780791.938703 + Penalty 2943.889377 = -777848.049326
  nChanged 31
		SP:Iteration 32Q (46386.740000 sec): 3 clusters
  Score: Raw -780796.538129 + Penalty 2943.889377 = -777852.648752
  nChanged 26
		SP:Iteration 33Q (46386.880000 sec): 3 clusters
  Score: Raw -780800.457405 + Penalty 2943.889377 = -777856.568029
  nChanged 23
		SP:Iteration 34Q (46387.010000 sec): 3 clusters
  Score: Raw -780804.338337 + Penalty 2943.889377 = -777860.448960
  nChanged 25
		SP:Iteration 35Q (46387.140000 sec): 3 clusters
  Score: Raw -780808.988895 + Penalty 2943.889377 = -777865.099518
  nChanged 27
		SP:Iteration 36Q (46387.280000 sec): 3 clusters
  Score: Raw -780813.295583 + Penalty 2943.889377 = -777869.406206
  nChanged 17
		SP:Iteration 37Q (46387.420000 sec): 3 clusters
  Score: Raw -780816.266812 + Penalty 2943.889377 = -777872.377435
  nChanged 22
		SP:Iteration 38Q (46387.560000 sec): 3 clusters
  Score: Raw -780819.690871 + Penalty 2943.889377 = -777875.801495
  nChanged 22
		SP:Iteration 39Q (46387.700000 sec): 3 clusters
  Score: Raw -780823.867980 + Penalty 2943.889377 = -777879.978603
  nChanged 25
		SP:Iteration 40F (46387.840000 sec): 3 clusters
  Score: Raw -780828.078331 + Penalty 2943.889377 = -777884.188954
  nChanged 18
		SP:Iteration 41Q (46387.970000 sec): 3 clusters
  Score: Raw -780830.650822 + Penalty 2943.889377 = -777886.761445
  nChanged 13
		SP:Iteration 42Q (46388.100000 sec): 3 clusters
  Score: Raw -780832.818667 + Penalty 2943.889377 = -777888.929290
  nChanged 18
		SP:Iteration 43Q (46388.240000 sec): 3 clusters
  Score: Raw -780835.476352 + Penalty 2943.889377 = -777891.586975
  nChanged 9
		SP:Iteration 44Q (46388.380000 sec): 3 clusters
  Score: Raw -780836.797822 + Penalty 2943.889377 = -777892.908445
  nChanged 11
		SP:Iteration 45Q (46388.520000 sec): 3 clusters
  Score: Raw -780838.082015 + Penalty 2943.889377 = -777894.192638
  nChanged 8
		SP:Iteration 46Q (46388.660000 sec): 3 clusters
  Score: Raw -780839.332439 + Penalty 2943.889377 = -777895.443062
  nChanged 9
		SP:Iteration 47Q (46388.800000 sec): 3 clusters
  Score: Raw -780840.479761 + Penalty 2943.889377 = -777896.590384
  nChanged 9
		SP:Iteration 48Q (46388.930000 sec): 3 clusters
  Score: Raw -780841.824743 + Penalty 2943.889377 = -777897.935366
  nChanged 14
		SP:Iteration 49Q (46389.060000 sec): 3 clusters
  Score: Raw -780843.809357 + Penalty 2943.889377 = -777899.919980
  nChanged 10
		SP:Iteration 50Q (46389.190000 sec): 3 clusters
  Score: Raw -780844.890858 + Penalty 2943.889377 = -777901.001481
  nChanged 11
		SP:Iteration 51Q (46389.330000 sec): 3 clusters
  Score: Raw -780846.164614 + Penalty 2943.889377 = -777902.275237
  nChanged 12
		SP:Iteration 52Q (46389.470000 sec): 3 clusters
  Score: Raw -780847.729814 + Penalty 2943.889377 = -777903.840437
  nChanged 16
		SP:Iteration 53Q (46389.610000 sec): 3 clusters
  Score: Raw -780849.998115 + Penalty 2943.889377 = -777906.108738
  nChanged 12
		SP:Iteration 54Q (46389.750000 sec): 3 clusters
  Score: Raw -780851.491839 + Penalty 2943.889377 = -777907.602462
  nChanged 10
		SP:Iteration 55Q (46389.880000 sec): 3 clusters
  Score: Raw -780852.928412 + Penalty 2943.889377 = -777909.039035
  nChanged 10
		SP:Iteration 56Q (46390.010000 sec): 3 clusters
  Score: Raw -780854.474100 + Penalty 2943.889377 = -777910.584723
  nChanged 8
		SP:Iteration 57Q (46390.150000 sec): 3 clusters
  Score: Raw -780855.352115 + Penalty 2943.889377 = -777911.462739
  nChanged 6
		SP:Iteration 58Q (46390.290000 sec): 3 clusters
  Score: Raw -780856.107186 + Penalty 2943.889377 = -777912.217810
  nChanged 5
		SP:Iteration 59Q (46390.430000 sec): 3 clusters
  Score: Raw -780856.756311 + Penalty 2943.889377 = -777912.866934
  nChanged 7
		SP:Iteration 60F (46390.570000 sec): 3 clusters
  Score: Raw -780857.719205 + Penalty 2943.889377 = -777913.829828
  nChanged 6
		SP:Iteration 61Q (46390.710000 sec): 3 clusters
  Score: Raw -780859.126431 + Penalty 2943.889377 = -777915.237054
  nChanged 9
		SP:Iteration 62Q (46390.840000 sec): 3 clusters
  Score: Raw -780860.973118 + Penalty 2943.889377 = -777917.083741
  nChanged 9
		SP:Iteration 63Q (46390.960000 sec): 3 clusters
  Score: Raw -780862.384731 + Penalty 2943.889377 = -777918.495354
  nChanged 10
		SP:Iteration 64Q (46391.090000 sec): 3 clusters
  Score: Raw -780863.911384 + Penalty 2943.889377 = -777920.022007
  nChanged 10
		SP:Iteration 65Q (46391.230000 sec): 3 clusters
  Score: Raw -780865.598988 + Penalty 2943.889377 = -777921.709611
  nChanged 11
		SP:Iteration 66Q (46391.370000 sec): 3 clusters
  Score: Raw -780866.987816 + Penalty 2943.889377 = -777923.098440
  nChanged 7
		SP:Iteration 67Q (46391.510000 sec): 3 clusters
  Score: Raw -780867.960060 + Penalty 2943.889377 = -777924.070684
  nChanged 8
		SP:Iteration 68Q (46391.650000 sec): 3 clusters
  Score: Raw -780869.169370 + Penalty 2943.889377 = -777925.279993
  nChanged 7
		SP:Iteration 69Q (46391.790000 sec): 3 clusters
  Score: Raw -780870.056613 + Penalty 2943.889377 = -777926.167236
  nChanged 6
		SP:Iteration 70Q (46391.920000 sec): 3 clusters
  Score: Raw -780870.817021 + Penalty 2943.889377 = -777926.927644
  nChanged 3
		SP:Iteration 71Q (46392.050000 sec): 3 clusters
  Score: Raw -780871.153999 + Penalty 2943.889377 = -777927.264623
  nChanged 4
		SP:Iteration 72Q (46392.190000 sec): 3 clusters
  Score: Raw -780871.631964 + Penalty 2943.889377 = -777927.742587
  nChanged 3
		SP:Iteration 73Q (46392.320000 sec): 3 clusters
  Score: Raw -780871.976529 + Penalty 2943.889377 = -777928.087152
  nChanged 6
		SP:Iteration 74Q (46392.460000 sec): 3 clusters
  Score: Raw -780872.960610 + Penalty 2943.889377 = -777929.071233
  nChanged 16
		SP:Iteration 75Q (46392.600000 sec): 3 clusters
  Score: Raw -780876.022442 + Penalty 2943.889377 = -777932.133066
  nChanged 14
		SP:Iteration 76Q (46392.740000 sec): 3 clusters
  Score: Raw -780878.120987 + Penalty 2943.889377 = -777934.231610
  nChanged 10
		SP:Iteration 77Q (46392.870000 sec): 3 clusters
  Score: Raw -780879.448816 + Penalty 2943.889377 = -777935.559440
  nChanged 9
		SP:Iteration 78Q (46393.000000 sec): 3 clusters
  Score: Raw -780880.534075 + Penalty 2943.889377 = -777936.644698
  nChanged 7
		SP:Iteration 79Q (46393.140000 sec): 3 clusters
  Score: Raw -780881.566197 + Penalty 2943.889377 = -777937.676820
  nChanged 12
		SP:Iteration 80F (46393.270000 sec): 3 clusters
  Score: Raw -780883.348905 + Penalty 2943.889377 = -777939.459528
  nChanged 13
		SP:Iteration 81Q (46393.410000 sec): 3 clusters
  Score: Raw -780885.193295 + Penalty 2943.889377 = -777941.303918
  nChanged 13
		SP:Iteration 82Q (46393.550000 sec): 3 clusters
  Score: Raw -780887.159947 + Penalty 2943.889377 = -777943.270571
  nChanged 11
		SP:Iteration 83Q (46393.690000 sec): 3 clusters
  Score: Raw -780889.045026 + Penalty 2943.889377 = -777945.155649
  nChanged 16
		SP:Iteration 84Q (46393.830000 sec): 3 clusters
  Score: Raw -780891.915791 + Penalty 2943.889377 = -777948.026415
  nChanged 22
		SP:Iteration 85Q (46393.960000 sec): 3 clusters
  Score: Raw -780896.352334 + Penalty 2943.889377 = -777952.462958
  nChanged 16
		SP:Iteration 86Q (46394.090000 sec): 3 clusters
  Score: Raw -780899.126712 + Penalty 2943.889377 = -777955.237335
  nChanged 18
		SP:Iteration 87Q (46394.220000 sec): 3 clusters
  Score: Raw -780902.638155 + Penalty 2943.889377 = -777958.748778
  nChanged 23
		SP:Iteration 88Q (46394.360000 sec): 3 clusters
  Score: Raw -780907.250257 + Penalty 2943.889377 = -777963.360881
  nChanged 26
		SP:Iteration 89Q (46394.500000 sec): 3 clusters
  Score: Raw -780912.090264 + Penalty 2943.889377 = -777968.200887
  nChanged 23
		SP:Iteration 90Q (46394.630000 sec): 3 clusters
  Score: Raw -780916.603429 + Penalty 2943.889377 = -777972.714052
  nChanged 29
		SP:Iteration 91Q (46394.770000 sec): 3 clusters
  Score: Raw -780922.211198 + Penalty 2943.889377 = -777978.321822
  nChanged 29
		SP:Iteration 92Q (46394.910000 sec): 3 clusters
  Score: Raw -780927.704825 + Penalty 2943.889377 = -777983.815448
  nChanged 33
		SP:Iteration 93Q (46395.030000 sec): 3 clusters
  Score: Raw -780934.792455 + Penalty 2943.889377 = -777990.903078
  nChanged 34
		SP:Iteration 94Q (46395.160000 sec): 3 clusters
  Score: Raw -780941.595386 + Penalty 2943.889377 = -777997.706010
  nChanged 28
		SP:Iteration 95Q (46395.300000 sec): 3 clusters
  Score: Raw -780946.336097 + Penalty 2943.889377 = -778002.446720
  nChanged 21
		SP:Iteration 96Q (46395.440000 sec): 3 clusters
  Score: Raw -780950.644756 + Penalty 2943.889377 = -778006.755380
  nChanged 18
		SP:Iteration 97Q (46395.580000 sec): 3 clusters
  Score: Raw -780954.154274 + Penalty 2943.889377 = -778010.264897
  nChanged 17
		SP:Iteration 98Q (46395.720000 sec): 3 clusters
  Score: Raw -780957.259328 + Penalty 2943.889377 = -778013.369952
  nChanged 18
		SP:Iteration 99Q (46395.850000 sec): 3 clusters
  Score: Raw -780960.354590 + Penalty 2943.889377 = -778016.465214
  nChanged 24
		SP:Iteration 100F (46395.990000 sec): 3 clusters
  Score: Raw -780964.525790 + Penalty 2943.889377 = -778020.636413
  nChanged 18
		SP:Iteration 101Q (46396.110000 sec): 3 clusters
  Score: Raw -780967.119028 + Penalty 2943.889377 = -778023.229651
  nChanged 9
		SP:Iteration 102Q (46396.250000 sec): 3 clusters
  Score: Raw -780968.705278 + Penalty 2943.889377 = -778024.815901
  nChanged 13
		SP:Iteration 103Q (46396.390000 sec): 3 clusters
  Score: Raw -780970.428913 + Penalty 2943.889377 = -778026.539536
  nChanged 10
		SP:Iteration 104Q (46396.520000 sec): 3 clusters
  Score: Raw -780971.771792 + Penalty 2943.889377 = -778027.882415
  nChanged 13
		SP:Iteration 105Q (46396.660000 sec): 3 clusters
  Score: Raw -780973.737735 + Penalty 2943.889377 = -778029.848358
  nChanged 14
		SP:Iteration 106Q (46396.800000 sec): 3 clusters
  Score: Raw -780976.096337 + Penalty 2943.889377 = -778032.206960
  nChanged 19
		SP:Iteration 107Q (46396.930000 sec): 3 clusters
  Score: Raw -780979.188954 + Penalty 2943.889377 = -778035.299577
  nChanged 17
		SP:Iteration 108Q (46397.070000 sec): 3 clusters
  Score: Raw -780982.140286 + Penalty 2943.889377 = -778038.250909
  nChanged 17
		SP:Iteration 109Q (46397.190000 sec): 3 clusters
  Score: Raw -780985.152089 + Penalty 2943.889377 = -778041.262712
  nChanged 19
		SP:Iteration 110Q (46397.330000 sec): 3 clusters
  Score: Raw -780989.476268 + Penalty 2943.889377 = -778045.586891
  nChanged 24
		SP:Iteration 111Q (46397.460000 sec): 3 clusters
  Score: Raw -780994.327618 + Penalty 2943.889377 = -778050.438241
  nChanged 20
		SP:Iteration 112Q (46397.600000 sec): 3 clusters
  Score: Raw -780999.076129 + Penalty 2943.889377 = -778055.186752
  nChanged 22
		SP:Iteration 113Q (46397.740000 sec): 3 clusters
  Score: Raw -781003.831099 + Penalty 2943.889377 = -778059.941723
  nChanged 27
		SP:Iteration 114Q (46397.870000 sec): 3 clusters
  Score: Raw -781012.018435 + Penalty 2943.889377 = -778068.129059
  nChanged 29
		SP:Iteration 115Q (46398.010000 sec): 3 clusters
  Score: Raw -781019.252825 + Penalty 2943.889377 = -778075.363448
  nChanged 33
		SP:Iteration 116Q (46398.140000 sec): 3 clusters
  Score: Raw -781026.801013 + Penalty 2943.889377 = -778082.911637
  nChanged 26
		SP:Iteration 117Q (46398.260000 sec): 3 clusters
  Score: Raw -781033.366444 + Penalty 2943.889377 = -778089.477068
  nChanged 32
		SP:Iteration 118Q (46398.390000 sec): 3 clusters
  Score: Raw -781041.275535 + Penalty 2943.889377 = -778097.386158
  nChanged 41
		SP:Iteration 119Q (46398.530000 sec): 3 clusters
  Score: Raw -781051.813150 + Penalty 2943.889377 = -778107.923774
  nChanged 32
		SP:Iteration 120F (46398.670000 sec): 3 clusters
  Score: Raw -781059.808774 + Penalty 2943.889377 = -778115.919397
  nChanged 27
		SP:Iteration 121Q (46398.810000 sec): 3 clusters
  Score: Raw -781065.444252 + Penalty 2943.889377 = -778121.554875
  nChanged 26
		SP:Iteration 122Q (46398.940000 sec): 3 clusters
  Score: Raw -781071.354019 + Penalty 2943.889377 = -778127.464642
  nChanged 24
		SP:Iteration 123Q (46399.080000 sec): 3 clusters
  Score: Raw -781076.886037 + Penalty 2943.889377 = -778132.996660
  nChanged 25
		SP:Iteration 124Q (46399.210000 sec): 3 clusters
  Score: Raw -781081.288760 + Penalty 2943.889377 = -778137.399384
  nChanged 15
		SP:Iteration 125Q (46399.330000 sec): 3 clusters
  Score: Raw -781083.777134 + Penalty 2943.889377 = -778139.887757
  nChanged 16
		SP:Iteration 126Q (46399.460000 sec): 3 clusters
  Score: Raw -781086.977498 + Penalty 2943.889377 = -778143.088121
  nChanged 13
		SP:Iteration 127Q (46399.590000 sec): 3 clusters
  Score: Raw -781089.170908 + Penalty 2943.889377 = -778145.281531
  nChanged 15
		SP:Iteration 128Q (46399.730000 sec): 3 clusters
  Score: Raw -781091.374736 + Penalty 2943.889377 = -778147.485359
  nChanged 6
		SP:Iteration 129Q (46399.870000 sec): 3 clusters
  Score: Raw -781092.207295 + Penalty 2943.889377 = -778148.317919
  nChanged 5
		SP:Iteration 130Q (46400.010000 sec): 3 clusters
  Score: Raw -781092.853701 + Penalty 2943.889377 = -778148.964324
  nChanged 3
		SP:Iteration 131Q (46400.140000 sec): 3 clusters
  Score: Raw -781093.318399 + Penalty 2943.889377 = -778149.429022
  nChanged 3
		SP:Iteration 132Q (46400.280000 sec): 3 clusters
  Score: Raw -781093.892718 + Penalty 2943.889377 = -778150.003342
  nChanged 1
		SP:Iteration 133Q (46400.400000 sec): 3 clusters
  Score: Raw -781094.029832 + Penalty 2943.889377 = -778150.140456
  nChanged 1
		SP:Iteration 134Q (46400.530000 sec): 3 clusters
  Score: Raw -781094.194540 + Penalty 2943.889377 = -778150.305163
  nChanged 1
		SP:Iteration 135Q (46400.660000 sec): 3 clusters
  Score: Raw -781094.324060 + Penalty 2943.889377 = -778150.434683
  nChanged 2
		SP:Iteration 136Q (46400.790000 sec): 3 clusters
  Score: Raw -781094.572487 + Penalty 2943.889377 = -778150.683111
  nChanged 2
		SP:Iteration 137Q (46400.930000 sec): 3 clusters
  Score: Raw -781094.876568 + Penalty 2943.889377 = -778150.987191
  nChanged 0
		SP:Iteration 138F (46401.070000 sec): 3 clusters
  Score: Raw -781094.876568 + Penalty 2943.889377 = -778150.987191
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 27 (2800 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46401.150000 sec): 2 clusters
  Score: Raw -262070.536901 + Penalty 1289.823388 = -260780.713513
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46401.210000 sec): 3 clusters
  Score: Raw -260752.417052 + Penalty 2579.646776 = -258172.770276
  nChanged 1051
		SP:Iteration 1F (46401.270000 sec): 3 clusters
  Score: Raw -261324.423334 + Penalty 2579.646776 = -258744.776558
  nChanged 194
		SP:Iteration 2F (46401.320000 sec): 3 clusters
  Score: Raw -261441.655157 + Penalty 2579.646776 = -258862.008381
  nChanged 134
		SP:Iteration 3Q (46401.370000 sec): 3 clusters
  Score: Raw -261529.867205 + Penalty 2579.646776 = -258950.220428
  nChanged 117
		SP:Iteration 4Q (46401.430000 sec): 3 clusters
  Score: Raw -261607.431885 + Penalty 2579.646776 = -259027.785108
  nChanged 99
		SP:Iteration 5Q (46401.480000 sec): 3 clusters
  Score: Raw -261666.697843 + Penalty 2579.646776 = -259087.051067
  nChanged 88
		SP:Iteration 6Q (46401.540000 sec): 3 clusters
  Score: Raw -261721.100699 + Penalty 2579.646776 = -259141.453923
  nChanged 77
		SP:Iteration 7Q (46401.590000 sec): 3 clusters
  Score: Raw -261766.470846 + Penalty 2579.646776 = -259186.824070
  nChanged 65
		SP:Iteration 8Q (46401.650000 sec): 3 clusters
  Score: Raw -261804.150720 + Penalty 2579.646776 = -259224.503944
  nChanged 57
		SP:Iteration 9Q (46401.700000 sec): 3 clusters
  Score: Raw -261834.799226 + Penalty 2579.646776 = -259255.152450
  nChanged 47
		SP:Iteration 10Q (46401.760000 sec): 3 clusters
  Score: Raw -261857.767374 + Penalty 2579.646776 = -259278.120598
  nChanged 43
		SP:Iteration 11Q (46401.810000 sec): 3 clusters
  Score: Raw -261879.698681 + Penalty 2579.646776 = -259300.051905
  nChanged 42
		SP:Iteration 12Q (46401.870000 sec): 3 clusters
  Score: Raw -261903.382035 + Penalty 2579.646776 = -259323.735258
  nChanged 44
		SP:Iteration 13Q (46401.920000 sec): 3 clusters
  Score: Raw -261927.933747 + Penalty 2579.646776 = -259348.286971
  nChanged 40
		SP:Iteration 14Q (46401.970000 sec): 3 clusters
  Score: Raw -261945.929903 + Penalty 2579.646776 = -259366.283126
  nChanged 25
		SP:Iteration 15Q (46402.030000 sec): 3 clusters
  Score: Raw -261957.079397 + Penalty 2579.646776 = -259377.432621
  nChanged 23
		SP:Iteration 16Q (46402.090000 sec): 3 clusters
  Score: Raw -261968.782147 + Penalty 2579.646776 = -259389.135370
  nChanged 23
		SP:Iteration 17Q (46402.140000 sec): 3 clusters
  Score: Raw -261982.187987 + Penalty 2579.646776 = -259402.541210
  nChanged 26
		SP:Iteration 18Q (46402.190000 sec): 3 clusters
  Score: Raw -261997.581301 + Penalty 2579.646776 = -259417.934525
  nChanged 22
		SP:Iteration 19Q (46402.250000 sec): 3 clusters
  Score: Raw -262012.283177 + Penalty 2579.646776 = -259432.636401
  nChanged 20
		SP:Iteration 20F (46402.300000 sec): 3 clusters
  Score: Raw -262023.819099 + Penalty 2579.646776 = -259444.172323
  nChanged 24
		SP:Iteration 21Q (46402.350000 sec): 3 clusters
  Score: Raw -262035.041260 + Penalty 2579.646776 = -259455.394484
  nChanged 10
		SP:Iteration 22Q (46402.410000 sec): 3 clusters
  Score: Raw -262040.201781 + Penalty 2579.646776 = -259460.555004
  nChanged 12
		SP:Iteration 23Q (46402.460000 sec): 3 clusters
  Score: Raw -262045.834080 + Penalty 2579.646776 = -259466.187303
  nChanged 11
		SP:Iteration 24Q (46402.520000 sec): 3 clusters
  Score: Raw -262053.213279 + Penalty 2579.646776 = -259473.566503
  nChanged 8
		SP:Iteration 25Q (46402.570000 sec): 3 clusters
  Score: Raw -262057.162850 + Penalty 2579.646776 = -259477.516074
  nChanged 7
		SP:Iteration 26Q (46402.630000 sec): 3 clusters
  Score: Raw -262060.191257 + Penalty 2579.646776 = -259480.544480
  nChanged 7
		SP:Iteration 27Q (46402.680000 sec): 3 clusters
  Score: Raw -262064.390347 + Penalty 2579.646776 = -259484.743571
  nChanged 9
		SP:Iteration 28Q (46402.730000 sec): 3 clusters
  Score: Raw -262069.987549 + Penalty 2579.646776 = -259490.340773
  nChanged 9
		SP:Iteration 29Q (46402.790000 sec): 3 clusters
  Score: Raw -262075.479705 + Penalty 2579.646776 = -259495.832929
  nChanged 9
		SP:Iteration 30Q (46402.840000 sec): 3 clusters
  Score: Raw -262078.852053 + Penalty 2579.646776 = -259499.205277
  nChanged 4
		SP:Iteration 31Q (46402.890000 sec): 3 clusters
  Score: Raw -262081.296208 + Penalty 2579.646776 = -259501.649431
  nChanged 4
		SP:Iteration 32Q (46402.950000 sec): 3 clusters
  Score: Raw -262083.614395 + Penalty 2579.646776 = -259503.967618
  nChanged 3
		SP:Iteration 33Q (46403.000000 sec): 3 clusters
  Score: Raw -262084.572799 + Penalty 2579.646776 = -259504.926022
  nChanged 2
		SP:Iteration 34Q (46403.060000 sec): 3 clusters
  Score: Raw -262085.516887 + Penalty 2579.646776 = -259505.870110
  nChanged 1
		SP:Iteration 35Q (46403.110000 sec): 3 clusters
  Score: Raw -262085.685265 + Penalty 2579.646776 = -259506.038489
  nChanged 1
		SP:Iteration 36Q (46403.160000 sec): 3 clusters
  Score: Raw -262085.963104 + Penalty 2579.646776 = -259506.316328
  nChanged 3
		SP:Iteration 37Q (46403.220000 sec): 3 clusters
  Score: Raw -262086.894182 + Penalty 2579.646776 = -259507.247406
  nChanged 2
		SP:Iteration 38Q (46403.270000 sec): 3 clusters
  Score: Raw -262087.748131 + Penalty 2579.646776 = -259508.101355
  nChanged 2
		SP:Iteration 39Q (46403.330000 sec): 3 clusters
  Score: Raw -262088.466754 + Penalty 2579.646776 = -259508.819978
  nChanged 1
		SP:Iteration 40F (46403.380000 sec): 3 clusters
  Score: Raw -262088.839056 + Penalty 2579.646776 = -259509.192279
  nChanged 3
		SP:Iteration 41Q (46403.430000 sec): 3 clusters
  Score: Raw -262089.969856 + Penalty 2579.646776 = -259510.323080
  nChanged 1
		SP:Iteration 42Q (46403.490000 sec): 3 clusters
  Score: Raw -262090.650340 + Penalty 2579.646776 = -259511.003563
  nChanged 1
		SP:Iteration 43Q (46403.540000 sec): 3 clusters
  Score: Raw -262090.989225 + Penalty 2579.646776 = -259511.342449
  nChanged 1
		SP:Iteration 44Q (46403.590000 sec): 3 clusters
  Score: Raw -262091.174736 + Penalty 2579.646776 = -259511.527960
  nChanged 0
		SP:Iteration 45F (46403.650000 sec): 3 clusters
  Score: Raw -262091.174736 + Penalty 2579.646776 = -259511.527960
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 28 (1038 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46403.710000 sec): 2 clusters
  Score: Raw -77873.881953 + Penalty 1128.570798 = -76745.311155
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46403.730000 sec): 3 clusters
  Score: Raw -77554.720030 + Penalty 2257.141596 = -75297.578435
  nChanged 323
		SP:Iteration 1F (46403.750000 sec): 3 clusters
  Score: Raw -77931.192666 + Penalty 2257.141596 = -75674.051071
  nChanged 96
		SP:Iteration 2F (46403.770000 sec): 3 clusters
  Score: Raw -78081.362040 + Penalty 2257.141596 = -75824.220444
  nChanged 47
		SP:Iteration 3Q (46403.790000 sec): 3 clusters
  Score: Raw -78143.929809 + Penalty 2257.141596 = -75886.788213
  nChanged 34
		SP:Iteration 4Q (46403.810000 sec): 3 clusters
  Score: Raw -78193.711947 + Penalty 2257.141596 = -75936.570351
  nChanged 16
		SP:Iteration 5Q (46403.830000 sec): 3 clusters
  Score: Raw -78210.501576 + Penalty 2257.141596 = -75953.359980
  nChanged 8
		SP:Iteration 6Q (46403.850000 sec): 3 clusters
  Score: Raw -78219.877594 + Penalty 2257.141596 = -75962.735998
  nChanged 8
		SP:Iteration 7Q (46403.870000 sec): 3 clusters
  Score: Raw -78228.513190 + Penalty 2257.141596 = -75971.371595
  nChanged 7
		SP:Iteration 8Q (46403.890000 sec): 3 clusters
  Score: Raw -78232.788007 + Penalty 2257.141596 = -75975.646411
  nChanged 2
		SP:Iteration 9Q (46403.910000 sec): 3 clusters
  Score: Raw -78234.570869 + Penalty 2257.141596 = -75977.429273
  nChanged 2
		SP:Iteration 10Q (46403.940000 sec): 3 clusters
  Score: Raw -78235.265095 + Penalty 2257.141596 = -75978.123500
  nChanged 2
		SP:Iteration 11Q (46403.960000 sec): 3 clusters
  Score: Raw -78236.774115 + Penalty 2257.141596 = -75979.632519
  nChanged 1
		SP:Iteration 12Q (46403.980000 sec): 3 clusters
  Score: Raw -78237.130946 + Penalty 2257.141596 = -75979.989350
  nChanged 0
		SP:Iteration 13F (46404.000000 sec): 3 clusters
  Score: Raw -78237.130946 + Penalty 2257.141596 = -75979.989350
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 29 (3684 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46404.070000 sec): 2 clusters
  Score: Raw -339004.217966 + Penalty 1334.410090 = -337669.807877
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46404.150000 sec): 3 clusters
  Score: Raw -337178.417672 + Penalty 2668.820179 = -334509.597493
  nChanged 1435
		SP:Iteration 1F (46404.230000 sec): 3 clusters
  Score: Raw -337949.364281 + Penalty 2668.820179 = -335280.544102
  nChanged 275
		SP:Iteration 2F (46404.290000 sec): 3 clusters
  Score: Raw -338122.907010 + Penalty 2668.820179 = -335454.086830
  nChanged 221
		SP:Iteration 3F (46404.370000 sec): 3 clusters
  Score: Raw -338265.159474 + Penalty 2668.820179 = -335596.339295
  nChanged 182
		SP:Iteration 4Q (46404.440000 sec): 3 clusters
  Score: Raw -338379.254165 + Penalty 2668.820179 = -335710.433986
  nChanged 146
		SP:Iteration 5Q (46404.510000 sec): 3 clusters
  Score: Raw -338484.627302 + Penalty 2668.820179 = -335815.807122
  nChanged 155
		SP:Iteration 6Q (46404.580000 sec): 3 clusters
  Score: Raw -338596.991973 + Penalty 2668.820179 = -335928.171794
  nChanged 144
		SP:Iteration 7Q (46404.650000 sec): 3 clusters
  Score: Raw -338716.684379 + Penalty 2668.820179 = -336047.864200
  nChanged 160
		SP:Iteration 8Q (46404.730000 sec): 3 clusters
  Score: Raw -338847.284088 + Penalty 2668.820179 = -336178.463909
  nChanged 146
		SP:Iteration 9Q (46404.800000 sec): 3 clusters
  Score: Raw -338941.909076 + Penalty 2668.820179 = -336273.088897
  nChanged 112
		SP:Iteration 10Q (46404.870000 sec): 3 clusters
  Score: Raw -339020.954137 + Penalty 2668.820179 = -336352.133958
  nChanged 99
		SP:Iteration 11Q (46404.940000 sec): 3 clusters
  Score: Raw -339077.890757 + Penalty 2668.820179 = -336409.070578
  nChanged 73
		SP:Iteration 12Q (46405.010000 sec): 3 clusters
  Score: Raw -339120.229751 + Penalty 2668.820179 = -336451.409572
  nChanged 69
		SP:Iteration 13Q (46405.090000 sec): 3 clusters
  Score: Raw -339154.215951 + Penalty 2668.820179 = -336485.395772
  nChanged 56
		SP:Iteration 14Q (46405.160000 sec): 3 clusters
  Score: Raw -339183.185468 + Penalty 2668.820179 = -336514.365289
  nChanged 53
		SP:Iteration 15Q (46405.230000 sec): 3 clusters
  Score: Raw -339208.808249 + Penalty 2668.820179 = -336539.988070
  nChanged 39
		SP:Iteration 16Q (46405.300000 sec): 3 clusters
  Score: Raw -339226.193675 + Penalty 2668.820179 = -336557.373496
  nChanged 26
		SP:Iteration 17Q (46405.370000 sec): 3 clusters
  Score: Raw -339234.081560 + Penalty 2668.820179 = -336565.261381
  nChanged 21
		SP:Iteration 18Q (46405.450000 sec): 3 clusters
  Score: Raw -339243.688640 + Penalty 2668.820179 = -336574.868461
  nChanged 25
		SP:Iteration 19Q (46405.520000 sec): 3 clusters
  Score: Raw -339251.614923 + Penalty 2668.820179 = -336582.794744
  nChanged 16
		SP:Iteration 20F (46405.590000 sec): 3 clusters
  Score: Raw -339257.435443 + Penalty 2668.820179 = -336588.615264
  nChanged 6
		SP:Iteration 21Q (46405.660000 sec): 3 clusters
  Score: Raw -339259.464159 + Penalty 2668.820179 = -336590.643980
  nChanged 2
		SP:Iteration 22Q (46405.730000 sec): 3 clusters
  Score: Raw -339260.141542 + Penalty 2668.820179 = -336591.321363
  nChanged 1
		SP:Iteration 23Q (46405.810000 sec): 3 clusters
  Score: Raw -339260.380633 + Penalty 2668.820179 = -336591.560454
  nChanged 1
		SP:Iteration 24Q (46405.870000 sec): 3 clusters
  Score: Raw -339261.556847 + Penalty 2668.820179 = -336592.736668
  nChanged 5
		SP:Iteration 25Q (46405.950000 sec): 3 clusters
  Score: Raw -339263.432113 + Penalty 2668.820179 = -336594.611934
  nChanged 2
		SP:Iteration 26Q (46406.020000 sec): 3 clusters
  Score: Raw -339264.025084 + Penalty 2668.820179 = -336595.204905
  nChanged 0
		SP:Iteration 27F (46406.090000 sec): 3 clusters
  Score: Raw -339264.025084 + Penalty 2668.820179 = -336595.204905
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 30 (418 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46406.140000 sec): 2 clusters
  Score: Raw -31620.561066 + Penalty 980.765733 = -30639.795333
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46406.150000 sec): 3 clusters
  Score: Raw -31604.524352 + Penalty 1961.531466 = -29642.992886
  nChanged 88
		SP:Iteration 1F (46406.160000 sec): 3 clusters
  Score: Raw -31757.678063 + Penalty 1961.531466 = -29796.146598
  nChanged 20
		SP:Iteration 2Q (46406.170000 sec): 3 clusters
  Score: Raw -31791.850739 + Penalty 1961.531466 = -29830.319274
  nChanged 7
		SP:Iteration 3Q (46406.180000 sec): 3 clusters
  Score: Raw -31802.861948 + Penalty 1961.531466 = -29841.330482
  nChanged 0
		SP:Iteration 4F (46406.190000 sec): 3 clusters
  Score: Raw -31802.861948 + Penalty 1961.531466 = -29841.330482
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 31 (107568 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46406.890000 sec): 2 clusters
  Score: Raw -9842187.260575 + Penalty 1882.705254 = -9840304.555321
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46407.920000 sec): 3 clusters
  Score: Raw -9771995.848518 + Penalty 3765.410508 = -9768230.438010
  nChanged 51509
		SP:Iteration 1F (46408.900000 sec): 3 clusters
  Score: Raw -9801840.260186 + Penalty 3765.410508 = -9798074.849678
  nChanged 3565
		SP:Iteration 2Q (46409.970000 sec): 3 clusters
  Score: Raw -9802667.784329 + Penalty 3765.410508 = -9798902.373821
  nChanged 3538
		SP:Iteration 3Q (46411.040000 sec): 3 clusters
  Score: Raw -9803513.855405 + Penalty 3765.410508 = -9799748.444897
  nChanged 3494
		SP:Iteration 4Q (46412.110000 sec): 3 clusters
  Score: Raw -9804382.810194 + Penalty 3765.410508 = -9800617.399687
  nChanged 3611
		SP:Iteration 5Q (46413.180000 sec): 3 clusters
  Score: Raw -9805307.092909 + Penalty 3765.410508 = -9801541.682402
  nChanged 3774
		SP:Iteration 6Q (46414.250000 sec): 3 clusters
  Score: Raw -9806401.002628 + Penalty 3765.410508 = -9802635.592120
  nChanged 3986
		SP:Iteration 7Q (46415.320000 sec): 3 clusters
  Score: Raw -9807722.412803 + Penalty 3765.410508 = -9803957.002295
  nChanged 4405
		SP:Iteration 8Q (46416.380000 sec): 3 clusters
  Score: Raw -9809488.731860 + Penalty 3765.410508 = -9805723.321353
  nChanged 4932
		SP:Iteration 9Q (46417.450000 sec): 3 clusters
  Score: Raw -9811947.714144 + Penalty 3765.410508 = -9808182.303636
  nChanged 5549
		SP:Iteration 10F (46418.420000 sec): 3 clusters
  Score: Raw -9815321.333548 + Penalty 3765.410508 = -9811555.923041
  nChanged 5925
		SP:Iteration 11F (46419.440000 sec): 3 clusters
  Score: Raw -9819369.569330 + Penalty 3765.410508 = -9815604.158823
  nChanged 5744
		SP:Iteration 12F (46420.420000 sec): 3 clusters
  Score: Raw -9823188.119144 + Penalty 3765.410508 = -9819422.708636
  nChanged 4776
		SP:Iteration 13Q (46421.480000 sec): 3 clusters
  Score: Raw -9825721.832826 + Penalty 3765.410508 = -9821956.422319
  nChanged 3438
		SP:Iteration 14Q (46422.540000 sec): 3 clusters
  Score: Raw -9827130.271075 + Penalty 3765.410508 = -9823364.860567
  nChanged 2632
		SP:Iteration 15Q (46423.580000 sec): 3 clusters
  Score: Raw -9828152.629623 + Penalty 3765.410508 = -9824387.219115
  nChanged 2302
		SP:Iteration 16Q (46424.560000 sec): 3 clusters
  Score: Raw -9829090.290522 + Penalty 3765.410508 = -9825324.880015
  nChanged 2369
		SP:Iteration 17Q (46425.540000 sec): 3 clusters
  Score: Raw -9830133.829474 + Penalty 3765.410508 = -9826368.418966
  nChanged 2432
		SP:Iteration 18Q (46426.510000 sec): 3 clusters
  Score: Raw -9831298.652700 + Penalty 3765.410508 = -9827533.242192
  nChanged 2490
		SP:Iteration 19Q (46427.520000 sec): 3 clusters
  Score: Raw -9832577.507052 + Penalty 3765.410508 = -9828812.096545
  nChanged 2426
		SP:Iteration 20F (46428.490000 sec): 3 clusters
  Score: Raw -9833878.424310 + Penalty 3765.410508 = -9830113.013803
  nChanged 2326
		SP:Iteration 21Q (46429.430000 sec): 3 clusters
  Score: Raw -9835188.489146 + Penalty 3765.410508 = -9831423.078638
  nChanged 2214
		SP:Iteration 22Q (46430.410000 sec): 3 clusters
  Score: Raw -9836538.269625 + Penalty 3765.410508 = -9832772.859118
  nChanged 2108
		SP:Iteration 23Q (46431.370000 sec): 3 clusters
  Score: Raw -9837899.902692 + Penalty 3765.410508 = -9834134.492184
  nChanged 1812
		SP:Iteration 24Q (46432.290000 sec): 3 clusters
  Score: Raw -9839114.268604 + Penalty 3765.410508 = -9835348.858096
  nChanged 1585
		SP:Iteration 25Q (46433.200000 sec): 3 clusters
  Score: Raw -9840210.932761 + Penalty 3765.410508 = -9836445.522254
  nChanged 1269
		SP:Iteration 26Q (46434.130000 sec): 3 clusters
  Score: Raw -9841036.307810 + Penalty 3765.410508 = -9837270.897302
  nChanged 1022
		SP:Iteration 27Q (46435.050000 sec): 3 clusters
  Score: Raw -9841661.254994 + Penalty 3765.410508 = -9837895.844486
  nChanged 826
		SP:Iteration 28Q (46435.970000 sec): 3 clusters
  Score: Raw -9842087.395929 + Penalty 3765.410508 = -9838321.985421
  nChanged 630
		SP:Iteration 29Q (46436.890000 sec): 3 clusters
  Score: Raw -9842361.851984 + Penalty 3765.410508 = -9838596.441477
  nChanged 506
		SP:Iteration 30Q (46437.800000 sec): 3 clusters
  Score: Raw -9842531.165679 + Penalty 3765.410508 = -9838765.755172
  nChanged 426
		SP:Iteration 31Q (46438.740000 sec): 3 clusters
  Score: Raw -9842650.061315 + Penalty 3765.410508 = -9838884.650807
  nChanged 354
		SP:Iteration 32Q (46439.650000 sec): 3 clusters
  Score: Raw -9842739.778133 + Penalty 3765.410508 = -9838974.367625
  nChanged 277
		SP:Iteration 33Q (46440.580000 sec): 3 clusters
  Score: Raw -9842802.183611 + Penalty 3765.410508 = -9839036.773103
  nChanged 224
		SP:Iteration 34Q (46441.520000 sec): 3 clusters
  Score: Raw -9842844.876262 + Penalty 3765.410508 = -9839079.465754
  nChanged 206
		SP:Iteration 35Q (46442.460000 sec): 3 clusters
  Score: Raw -9842880.756283 + Penalty 3765.410508 = -9839115.345775
  nChanged 172
		SP:Iteration 36Q (46443.390000 sec): 3 clusters
  Score: Raw -9842911.614650 + Penalty 3765.410508 = -9839146.204143
  nChanged 150
		SP:Iteration 37Q (46444.320000 sec): 3 clusters
  Score: Raw -9842934.916369 + Penalty 3765.410508 = -9839169.505862
  nChanged 128
		SP:Iteration 38Q (46445.260000 sec): 3 clusters
  Score: Raw -9842954.282888 + Penalty 3765.410508 = -9839188.872381
  nChanged 115
		SP:Iteration 39Q (46446.200000 sec): 3 clusters
  Score: Raw -9842969.426332 + Penalty 3765.410508 = -9839204.015824
  nChanged 100
		SP:Iteration 40F (46447.220000 sec): 3 clusters
  Score: Raw -9842981.573388 + Penalty 3765.410508 = -9839216.162880
  nChanged 79
		SP:Iteration 41Q (46448.100000 sec): 3 clusters
  Score: Raw -9842989.391895 + Penalty 3765.410508 = -9839223.981387
  nChanged 67
		SP:Iteration 42Q (46449.010000 sec): 3 clusters
  Score: Raw -9842995.801372 + Penalty 3765.410508 = -9839230.390865
  nChanged 61
		SP:Iteration 43Q (46449.920000 sec): 3 clusters
  Score: Raw -9843002.398862 + Penalty 3765.410508 = -9839236.988355
  nChanged 57
		SP:Iteration 44Q (46450.850000 sec): 3 clusters
  Score: Raw -9843008.205267 + Penalty 3765.410508 = -9839242.794760
  nChanged 60
		SP:Iteration 45Q (46451.780000 sec): 3 clusters
  Score: Raw -9843013.672925 + Penalty 3765.410508 = -9839248.262418
  nChanged 51
		SP:Iteration 46Q (46452.710000 sec): 3 clusters
  Score: Raw -9843018.885486 + Penalty 3765.410508 = -9839253.474978
  nChanged 46
		SP:Iteration 47Q (46453.640000 sec): 3 clusters
  Score: Raw -9843022.997509 + Penalty 3765.410508 = -9839257.587002
  nChanged 42
		SP:Iteration 48Q (46454.570000 sec): 3 clusters
  Score: Raw -9843028.047327 + Penalty 3765.410508 = -9839262.636820
  nChanged 41
		SP:Iteration 49Q (46455.500000 sec): 3 clusters
  Score: Raw -9843032.134098 + Penalty 3765.410508 = -9839266.723591
  nChanged 36
		SP:Iteration 50Q (46456.430000 sec): 3 clusters
  Score: Raw -9843035.233489 + Penalty 3765.410508 = -9839269.822982
  nChanged 29
		SP:Iteration 51Q (46457.360000 sec): 3 clusters
  Score: Raw -9843037.947446 + Penalty 3765.410508 = -9839272.536939
  nChanged 28
		SP:Iteration 52Q (46458.290000 sec): 3 clusters
  Score: Raw -9843040.531873 + Penalty 3765.410508 = -9839275.121365
  nChanged 30
		SP:Iteration 53Q (46459.220000 sec): 3 clusters
  Score: Raw -9843043.112288 + Penalty 3765.410508 = -9839277.701781
  nChanged 18
		SP:Iteration 54Q (46460.150000 sec): 3 clusters
  Score: Raw -9843044.524215 + Penalty 3765.410508 = -9839279.113708
  nChanged 20
		SP:Iteration 55Q (46461.080000 sec): 3 clusters
  Score: Raw -9843046.144126 + Penalty 3765.410508 = -9839280.733618
  nChanged 14
		SP:Iteration 56Q (46462.010000 sec): 3 clusters
  Score: Raw -9843047.542003 + Penalty 3765.410508 = -9839282.131496
  nChanged 18
		SP:Iteration 57Q (46462.940000 sec): 3 clusters
  Score: Raw -9843048.750066 + Penalty 3765.410508 = -9839283.339559
  nChanged 14
		SP:Iteration 58Q (46463.870000 sec): 3 clusters
  Score: Raw -9843050.180788 + Penalty 3765.410508 = -9839284.770281
  nChanged 18
		SP:Iteration 59Q (46464.800000 sec): 3 clusters
  Score: Raw -9843051.441269 + Penalty 3765.410508 = -9839286.030762
  nChanged 18
		SP:Iteration 60F (46465.820000 sec): 3 clusters
  Score: Raw -9843053.002591 + Penalty 3765.410508 = -9839287.592083
  nChanged 19
		SP:Iteration 61Q (46466.700000 sec): 3 clusters
  Score: Raw -9843054.413491 + Penalty 3765.410508 = -9839289.002983
  nChanged 10
		SP:Iteration 62Q (46467.610000 sec): 3 clusters
  Score: Raw -9843055.112325 + Penalty 3765.410508 = -9839289.701818
  nChanged 9
		SP:Iteration 63Q (46468.520000 sec): 3 clusters
  Score: Raw -9843055.654001 + Penalty 3765.410508 = -9839290.243493
  nChanged 10
		SP:Iteration 64Q (46469.440000 sec): 3 clusters
  Score: Raw -9843056.406033 + Penalty 3765.410508 = -9839290.995525
  nChanged 11
		SP:Iteration 65Q (46470.380000 sec): 3 clusters
  Score: Raw -9843057.347166 + Penalty 3765.410508 = -9839291.936659
  nChanged 12
		SP:Iteration 66Q (46471.300000 sec): 3 clusters
  Score: Raw -9843058.284556 + Penalty 3765.410508 = -9839292.874048
  nChanged 11
		SP:Iteration 67Q (46472.220000 sec): 3 clusters
  Score: Raw -9843059.042385 + Penalty 3765.410508 = -9839293.631878
  nChanged 9
		SP:Iteration 68Q (46473.160000 sec): 3 clusters
  Score: Raw -9843059.698241 + Penalty 3765.410508 = -9839294.287733
  nChanged 5
		SP:Iteration 69Q (46474.080000 sec): 3 clusters
  Score: Raw -9843060.359510 + Penalty 3765.410508 = -9839294.949003
  nChanged 5
		SP:Iteration 70Q (46475.020000 sec): 3 clusters
  Score: Raw -9843060.646823 + Penalty 3765.410508 = -9839295.236316
  nChanged 3
		SP:Iteration 71Q (46475.940000 sec): 3 clusters
  Score: Raw -9843060.793853 + Penalty 3765.410508 = -9839295.383345
  nChanged 3
		SP:Iteration 72Q (46476.880000 sec): 3 clusters
  Score: Raw -9843060.900203 + Penalty 3765.410508 = -9839295.489695
  nChanged 2
		SP:Iteration 73Q (46477.810000 sec): 3 clusters
  Score: Raw -9843061.014712 + Penalty 3765.410508 = -9839295.604204
  nChanged 2
		SP:Iteration 74Q (46478.740000 sec): 3 clusters
  Score: Raw -9843061.173557 + Penalty 3765.410508 = -9839295.763050
  nChanged 3
		SP:Iteration 75Q (46479.670000 sec): 3 clusters
  Score: Raw -9843061.244795 + Penalty 3765.410508 = -9839295.834287
  nChanged 1
		SP:Iteration 76Q (46480.590000 sec): 3 clusters
  Score: Raw -9843061.273686 + Penalty 3765.410508 = -9839295.863179
  nChanged 2
		SP:Iteration 77Q (46481.530000 sec): 3 clusters
  Score: Raw -9843061.325065 + Penalty 3765.410508 = -9839295.914557
  nChanged 2
		SP:Iteration 78Q (46482.460000 sec): 3 clusters
  Score: Raw -9843061.419411 + Penalty 3765.410508 = -9839296.008903
  nChanged 2
		SP:Iteration 79Q (46483.390000 sec): 3 clusters
  Score: Raw -9843061.480138 + Penalty 3765.410508 = -9839296.069630
  nChanged 3
		SP:Iteration 80F (46484.410000 sec): 3 clusters
  Score: Raw -9843061.587277 + Penalty 3765.410508 = -9839296.176770
  nChanged 2
		SP:Iteration 81Q (46485.320000 sec): 3 clusters
  Score: Raw -9843061.678542 + Penalty 3765.410508 = -9839296.268034
  nChanged 1
		SP:Iteration 82Q (46486.220000 sec): 3 clusters
  Score: Raw -9843061.699807 + Penalty 3765.410508 = -9839296.289300
  nChanged 0
		SP:Iteration 83F (46487.240000 sec): 3 clusters
  Score: Raw -9843061.699807 + Penalty 3765.410508 = -9839296.289300
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 32 (2782 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46487.300000 sec): 2 clusters
  Score: Raw -239552.467733 + Penalty 1288.775373 = -238263.692360
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46487.360000 sec): 3 clusters
  Score: Raw -238272.593941 + Penalty 2577.550746 = -235695.043195
  nChanged 1030
		SP:Iteration 1F (46487.430000 sec): 3 clusters
  Score: Raw -238924.243087 + Penalty 2577.550746 = -236346.692341
  nChanged 211
		SP:Iteration 2F (46487.480000 sec): 3 clusters
  Score: Raw -239067.102968 + Penalty 2577.550746 = -236489.552222
  nChanged 153
		SP:Iteration 3F (46487.540000 sec): 3 clusters
  Score: Raw -239169.312152 + Penalty 2577.550746 = -236591.761406
  nChanged 111
		SP:Iteration 4Q (46487.590000 sec): 3 clusters
  Score: Raw -239249.050668 + Penalty 2577.550746 = -236671.499922
  nChanged 93
		SP:Iteration 5Q (46487.640000 sec): 3 clusters
  Score: Raw -239312.683720 + Penalty 2577.550746 = -236735.132974
  nChanged 85
		SP:Iteration 6Q (46487.700000 sec): 3 clusters
  Score: Raw -239361.805769 + Penalty 2577.550746 = -236784.255023
  nChanged 64
		SP:Iteration 7Q (46487.750000 sec): 3 clusters
  Score: Raw -239397.803913 + Penalty 2577.550746 = -236820.253166
  nChanged 60
		SP:Iteration 8Q (46487.810000 sec): 3 clusters
  Score: Raw -239426.829694 + Penalty 2577.550746 = -236849.278948
  nChanged 45
		SP:Iteration 9Q (46487.860000 sec): 3 clusters
  Score: Raw -239447.468810 + Penalty 2577.550746 = -236869.918064
  nChanged 46
		SP:Iteration 10Q (46487.920000 sec): 3 clusters
  Score: Raw -239469.149230 + Penalty 2577.550746 = -236891.598484
  nChanged 36
		SP:Iteration 11Q (46487.970000 sec): 3 clusters
  Score: Raw -239482.500538 + Penalty 2577.550746 = -236904.949792
  nChanged 29
		SP:Iteration 12Q (46488.020000 sec): 3 clusters
  Score: Raw -239496.148028 + Penalty 2577.550746 = -236918.597282
  nChanged 26
		SP:Iteration 13Q (46488.080000 sec): 3 clusters
  Score: Raw -239507.516620 + Penalty 2577.550746 = -236929.965874
  nChanged 21
		SP:Iteration 14Q (46488.130000 sec): 3 clusters
  Score: Raw -239516.292257 + Penalty 2577.550746 = -236938.741511
  nChanged 24
		SP:Iteration 15Q (46488.190000 sec): 3 clusters
  Score: Raw -239526.742635 + Penalty 2577.550746 = -236949.191889
  nChanged 18
		SP:Iteration 16Q (46488.240000 sec): 3 clusters
  Score: Raw -239532.184904 + Penalty 2577.550746 = -236954.634157
  nChanged 11
		SP:Iteration 17Q (46488.300000 sec): 3 clusters
  Score: Raw -239536.163636 + Penalty 2577.550746 = -236958.612890
  nChanged 9
		SP:Iteration 18Q (46488.350000 sec): 3 clusters
  Score: Raw -239539.703005 + Penalty 2577.550746 = -236962.152259
  nChanged 10
		SP:Iteration 19Q (46488.400000 sec): 3 clusters
  Score: Raw -239543.175945 + Penalty 2577.550746 = -236965.625199
  nChanged 11
		SP:Iteration 20F (46488.460000 sec): 3 clusters
  Score: Raw -239547.018749 + Penalty 2577.550746 = -236969.468003
  nChanged 12
		SP:Iteration 21Q (46488.510000 sec): 3 clusters
  Score: Raw -239552.792077 + Penalty 2577.550746 = -236975.241331
  nChanged 12
		SP:Iteration 22Q (46488.570000 sec): 3 clusters
  Score: Raw -239557.826091 + Penalty 2577.550746 = -236980.275345
  nChanged 14
		SP:Iteration 23Q (46488.620000 sec): 3 clusters
  Score: Raw -239563.679144 + Penalty 2577.550746 = -236986.128398
  nChanged 18
		SP:Iteration 24Q (46488.680000 sec): 3 clusters
  Score: Raw -239571.469642 + Penalty 2577.550746 = -236993.918896
  nChanged 19
		SP:Iteration 25Q (46488.730000 sec): 3 clusters
  Score: Raw -239578.770787 + Penalty 2577.550746 = -237001.220041
  nChanged 11
		SP:Iteration 26Q (46488.780000 sec): 3 clusters
  Score: Raw -239584.559419 + Penalty 2577.550746 = -237007.008673
  nChanged 13
		SP:Iteration 27Q (46488.840000 sec): 3 clusters
  Score: Raw -239589.043041 + Penalty 2577.550746 = -237011.492295
  nChanged 10
		SP:Iteration 28Q (46488.890000 sec): 3 clusters
  Score: Raw -239592.923284 + Penalty 2577.550746 = -237015.372537
  nChanged 9
		SP:Iteration 29Q (46488.950000 sec): 3 clusters
  Score: Raw -239596.247875 + Penalty 2577.550746 = -237018.697129
  nChanged 15
		SP:Iteration 30Q (46489.000000 sec): 3 clusters
  Score: Raw -239600.624745 + Penalty 2577.550746 = -237023.073999
  nChanged 12
		SP:Iteration 31Q (46489.060000 sec): 3 clusters
  Score: Raw -239605.648488 + Penalty 2577.550746 = -237028.097742
  nChanged 14
		SP:Iteration 32Q (46489.110000 sec): 3 clusters
  Score: Raw -239610.341962 + Penalty 2577.550746 = -237032.791216
  nChanged 7
		SP:Iteration 33Q (46489.160000 sec): 3 clusters
  Score: Raw -239613.133063 + Penalty 2577.550746 = -237035.582317
  nChanged 8
		SP:Iteration 34Q (46489.220000 sec): 3 clusters
  Score: Raw -239615.912952 + Penalty 2577.550746 = -237038.362206
  nChanged 5
		SP:Iteration 35Q (46489.270000 sec): 3 clusters
  Score: Raw -239616.895963 + Penalty 2577.550746 = -237039.345217
  nChanged 2
		SP:Iteration 36Q (46489.330000 sec): 3 clusters
  Score: Raw -239617.532952 + Penalty 2577.550746 = -237039.982205
  nChanged 2
		SP:Iteration 37Q (46489.380000 sec): 3 clusters
  Score: Raw -239617.936972 + Penalty 2577.550746 = -237040.386226
  nChanged 0
		SP:Iteration 38F (46489.440000 sec): 3 clusters
  Score: Raw -239617.936972 + Penalty 2577.550746 = -237040.386226
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 33 (9730 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46489.560000 sec): 2 clusters
  Score: Raw -897029.667719 + Penalty 1492.232491 = -895537.435228
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46489.710000 sec): 3 clusters
  Score: Raw -891580.182787 + Penalty 2984.464982 = -888595.717806
  nChanged 4130
		SP:Iteration 1F (46489.870000 sec): 3 clusters
  Score: Raw -893826.555855 + Penalty 2984.464982 = -890842.090873
  nChanged 640
		SP:Iteration 2F (46490.020000 sec): 3 clusters
  Score: Raw -894224.440301 + Penalty 2984.464982 = -891239.975319
  nChanged 639
		SP:Iteration 3F (46490.160000 sec): 3 clusters
  Score: Raw -894623.577370 + Penalty 2984.464982 = -891639.112388
  nChanged 603
		SP:Iteration 4F (46490.310000 sec): 3 clusters
  Score: Raw -895023.827206 + Penalty 2984.464982 = -892039.362224
  nChanged 564
		SP:Iteration 5F (46490.480000 sec): 3 clusters
  Score: Raw -895428.283179 + Penalty 2984.464982 = -892443.818197
  nChanged 515
		SP:Iteration 6F (46490.620000 sec): 3 clusters
  Score: Raw -895838.284152 + Penalty 2984.464982 = -892853.819170
  nChanged 465
		SP:Iteration 7Q (46490.780000 sec): 3 clusters
  Score: Raw -896187.568709 + Penalty 2984.464982 = -893203.103727
  nChanged 428
		SP:Iteration 8Q (46490.950000 sec): 3 clusters
  Score: Raw -896533.809220 + Penalty 2984.464982 = -893549.344238
  nChanged 358
		SP:Iteration 9Q (46491.090000 sec): 3 clusters
  Score: Raw -896801.444009 + Penalty 2984.464982 = -893816.979027
  nChanged 280
		SP:Iteration 10Q (46491.240000 sec): 3 clusters
  Score: Raw -896989.309827 + Penalty 2984.464982 = -894004.844845
  nChanged 216
		SP:Iteration 11Q (46491.410000 sec): 3 clusters
  Score: Raw -897108.224623 + Penalty 2984.464982 = -894123.759641
  nChanged 166
		SP:Iteration 12Q (46491.560000 sec): 3 clusters
  Score: Raw -897198.922353 + Penalty 2984.464982 = -894214.457371
  nChanged 132
		SP:Iteration 13Q (46491.710000 sec): 3 clusters
  Score: Raw -897265.185827 + Penalty 2984.464982 = -894280.720845
  nChanged 98
		SP:Iteration 14Q (46491.880000 sec): 3 clusters
  Score: Raw -897318.675809 + Penalty 2984.464982 = -894334.210827
  nChanged 108
		SP:Iteration 15Q (46492.030000 sec): 3 clusters
  Score: Raw -897361.391691 + Penalty 2984.464982 = -894376.926710
  nChanged 77
		SP:Iteration 16Q (46492.160000 sec): 3 clusters
  Score: Raw -897396.451701 + Penalty 2984.464982 = -894411.986719
  nChanged 71
		SP:Iteration 17Q (46492.310000 sec): 3 clusters
  Score: Raw -897429.441836 + Penalty 2984.464982 = -894444.976854
  nChanged 80
		SP:Iteration 18Q (46492.460000 sec): 3 clusters
  Score: Raw -897462.384622 + Penalty 2984.464982 = -894477.919640
  nChanged 62
		SP:Iteration 19Q (46492.600000 sec): 3 clusters
  Score: Raw -897483.720155 + Penalty 2984.464982 = -894499.255173
  nChanged 55
		SP:Iteration 20F (46492.740000 sec): 3 clusters
  Score: Raw -897506.465281 + Penalty 2984.464982 = -894522.000299
  nChanged 59
		SP:Iteration 21Q (46492.920000 sec): 3 clusters
  Score: Raw -897530.542282 + Penalty 2984.464982 = -894546.077300
  nChanged 53
		SP:Iteration 22Q (46493.090000 sec): 3 clusters
  Score: Raw -897554.722882 + Penalty 2984.464982 = -894570.257900
  nChanged 63
		SP:Iteration 23Q (46493.230000 sec): 3 clusters
  Score: Raw -897585.461318 + Penalty 2984.464982 = -894600.996336
  nChanged 61
		SP:Iteration 24Q (46493.380000 sec): 3 clusters
  Score: Raw -897616.622810 + Penalty 2984.464982 = -894632.157828
  nChanged 69
		SP:Iteration 25Q (46493.520000 sec): 3 clusters
  Score: Raw -897648.541961 + Penalty 2984.464982 = -894664.076979
  nChanged 65
		SP:Iteration 26Q (46493.670000 sec): 3 clusters
  Score: Raw -897680.229114 + Penalty 2984.464982 = -894695.764133
  nChanged 64
		SP:Iteration 27Q (46493.800000 sec): 3 clusters
  Score: Raw -897715.380220 + Penalty 2984.464982 = -894730.915238
  nChanged 67
		SP:Iteration 28Q (46493.950000 sec): 3 clusters
  Score: Raw -897750.246246 + Penalty 2984.464982 = -894765.781264
  nChanged 56
		SP:Iteration 29Q (46494.110000 sec): 3 clusters
  Score: Raw -897768.939785 + Penalty 2984.464982 = -894784.474803
  nChanged 42
		SP:Iteration 30Q (46494.250000 sec): 3 clusters
  Score: Raw -897784.778999 + Penalty 2984.464982 = -894800.314017
  nChanged 39
		SP:Iteration 31Q (46494.390000 sec): 3 clusters
  Score: Raw -897803.447355 + Penalty 2984.464982 = -894818.982373
  nChanged 40
		SP:Iteration 32Q (46494.530000 sec): 3 clusters
  Score: Raw -897815.581595 + Penalty 2984.464982 = -894831.116613
  nChanged 23
		SP:Iteration 33Q (46494.700000 sec): 3 clusters
  Score: Raw -897823.327336 + Penalty 2984.464982 = -894838.862354
  nChanged 17
		SP:Iteration 34Q (46494.840000 sec): 3 clusters
  Score: Raw -897828.887460 + Penalty 2984.464982 = -894844.422478
  nChanged 15
		SP:Iteration 35Q (46494.970000 sec): 3 clusters
  Score: Raw -897833.199576 + Penalty 2984.464982 = -894848.734594
  nChanged 16
		SP:Iteration 36Q (46495.140000 sec): 3 clusters
  Score: Raw -897837.664204 + Penalty 2984.464982 = -894853.199222
  nChanged 20
		SP:Iteration 37Q (46495.310000 sec): 3 clusters
  Score: Raw -897843.711522 + Penalty 2984.464982 = -894859.246540
  nChanged 19
		SP:Iteration 38Q (46495.450000 sec): 3 clusters
  Score: Raw -897849.927726 + Penalty 2984.464982 = -894865.462744
  nChanged 13
		SP:Iteration 39Q (46495.590000 sec): 3 clusters
  Score: Raw -897853.156565 + Penalty 2984.464982 = -894868.691583
  nChanged 7
		SP:Iteration 40F (46495.760000 sec): 3 clusters
  Score: Raw -897855.140386 + Penalty 2984.464982 = -894870.675404
  nChanged 6
		SP:Iteration 41Q (46495.910000 sec): 3 clusters
  Score: Raw -897856.629531 + Penalty 2984.464982 = -894872.164550
  nChanged 3
		SP:Iteration 42Q (46496.040000 sec): 3 clusters
  Score: Raw -897857.522726 + Penalty 2984.464982 = -894873.057744
  nChanged 3
		SP:Iteration 43Q (46496.190000 sec): 3 clusters
  Score: Raw -897858.333065 + Penalty 2984.464982 = -894873.868083
  nChanged 1
		SP:Iteration 44Q (46496.360000 sec): 3 clusters
  Score: Raw -897858.531141 + Penalty 2984.464982 = -894874.066159
  nChanged 2
		SP:Iteration 45Q (46496.510000 sec): 3 clusters
  Score: Raw -897859.024994 + Penalty 2984.464982 = -894874.560012
  nChanged 2
		SP:Iteration 46Q (46496.640000 sec): 3 clusters
  Score: Raw -897859.487871 + Penalty 2984.464982 = -894875.022889
  nChanged 2
		SP:Iteration 47Q (46496.790000 sec): 3 clusters
  Score: Raw -897860.230911 + Penalty 2984.464982 = -894875.765929
  nChanged 2
		SP:Iteration 48Q (46496.950000 sec): 3 clusters
  Score: Raw -897860.730639 + Penalty 2984.464982 = -894876.265657
  nChanged 1
		SP:Iteration 49Q (46497.100000 sec): 3 clusters
  Score: Raw -897860.918886 + Penalty 2984.464982 = -894876.453904
  nChanged 2
		SP:Iteration 50Q (46497.230000 sec): 3 clusters
  Score: Raw -897861.398290 + Penalty 2984.464982 = -894876.933308
  nChanged 0
		SP:Iteration 51F (46497.380000 sec): 3 clusters
  Score: Raw -897861.398290 + Penalty 2984.464982 = -894876.933308
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 34 (1017 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46497.460000 sec): 2 clusters
  Score: Raw -94060.770122 + Penalty 1125.249514 = -92935.520607
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46497.480000 sec): 3 clusters
  Score: Raw -93730.848726 + Penalty 2250.499029 = -91480.349698
  nChanged 308
		SP:Iteration 1F (46497.500000 sec): 3 clusters
  Score: Raw -93990.499317 + Penalty 2250.499029 = -91740.000288
  nChanged 78
		SP:Iteration 2F (46497.520000 sec): 3 clusters
  Score: Raw -94086.402286 + Penalty 2250.499029 = -91835.903258
  nChanged 50
		SP:Iteration 3Q (46497.540000 sec): 3 clusters
  Score: Raw -94140.020699 + Penalty 2250.499029 = -91889.521671
  nChanged 35
		SP:Iteration 4Q (46497.560000 sec): 3 clusters
  Score: Raw -94177.831211 + Penalty 2250.499029 = -91927.332182
  nChanged 32
		SP:Iteration 5Q (46497.590000 sec): 3 clusters
  Score: Raw -94203.473185 + Penalty 2250.499029 = -91952.974156
  nChanged 19
		SP:Iteration 6Q (46497.610000 sec): 3 clusters
  Score: Raw -94219.270427 + Penalty 2250.499029 = -91968.771398
  nChanged 16
		SP:Iteration 7Q (46497.630000 sec): 3 clusters
  Score: Raw -94233.063121 + Penalty 2250.499029 = -91982.564093
  nChanged 11
		SP:Iteration 8Q (46497.650000 sec): 3 clusters
  Score: Raw -94240.354453 + Penalty 2250.499029 = -91989.855424
  nChanged 5
		SP:Iteration 9Q (46497.670000 sec): 3 clusters
  Score: Raw -94244.515500 + Penalty 2250.499029 = -91994.016471
  nChanged 6
		SP:Iteration 10Q (46497.690000 sec): 3 clusters
  Score: Raw -94249.113954 + Penalty 2250.499029 = -91998.614925
  nChanged 5
		SP:Iteration 11Q (46497.710000 sec): 3 clusters
  Score: Raw -94255.175954 + Penalty 2250.499029 = -92004.676925
  nChanged 6
		SP:Iteration 12Q (46497.730000 sec): 3 clusters
  Score: Raw -94261.345486 + Penalty 2250.499029 = -92010.846457
  nChanged 3
		SP:Iteration 13Q (46497.750000 sec): 3 clusters
  Score: Raw -94265.376612 + Penalty 2250.499029 = -92014.877583
  nChanged 5
		SP:Iteration 14Q (46497.770000 sec): 3 clusters
  Score: Raw -94268.556875 + Penalty 2250.499029 = -92018.057847
  nChanged 3
		SP:Iteration 15Q (46497.790000 sec): 3 clusters
  Score: Raw -94270.534745 + Penalty 2250.499029 = -92020.035716
  nChanged 2
		SP:Iteration 16Q (46497.810000 sec): 3 clusters
  Score: Raw -94271.061524 + Penalty 2250.499029 = -92020.562495
  nChanged 0
		SP:Iteration 17F (46497.830000 sec): 3 clusters
  Score: Raw -94271.061524 + Penalty 2250.499029 = -92020.562495
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 35 (869 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46497.880000 sec): 2 clusters
  Score: Raw -77286.134709 + Penalty 1099.693258 = -76186.441451
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46497.900000 sec): 3 clusters
  Score: Raw -77023.812698 + Penalty 2199.386516 = -74824.426182
  nChanged 254
		SP:Iteration 1F (46497.910000 sec): 3 clusters
  Score: Raw -77239.328827 + Penalty 2199.386516 = -75039.942311
  nChanged 52
		SP:Iteration 2F (46497.930000 sec): 3 clusters
  Score: Raw -77294.637577 + Penalty 2199.386516 = -75095.251061
  nChanged 24
		SP:Iteration 3Q (46497.950000 sec): 3 clusters
  Score: Raw -77314.932128 + Penalty 2199.386516 = -75115.545612
  nChanged 18
		SP:Iteration 4Q (46497.970000 sec): 3 clusters
  Score: Raw -77336.232836 + Penalty 2199.386516 = -75136.846320
  nChanged 8
		SP:Iteration 5Q (46497.990000 sec): 3 clusters
  Score: Raw -77345.320261 + Penalty 2199.386516 = -75145.933745
  nChanged 9
		SP:Iteration 6Q (46498.010000 sec): 3 clusters
  Score: Raw -77357.676771 + Penalty 2199.386516 = -75158.290255
  nChanged 11
		SP:Iteration 7Q (46498.030000 sec): 3 clusters
  Score: Raw -77374.314408 + Penalty 2199.386516 = -75174.927892
  nChanged 14
		SP:Iteration 8Q (46498.040000 sec): 3 clusters
  Score: Raw -77390.078048 + Penalty 2199.386516 = -75190.691532
  nChanged 8
		SP:Iteration 9Q (46498.060000 sec): 3 clusters
  Score: Raw -77398.187406 + Penalty 2199.386516 = -75198.800890
  nChanged 5
		SP:Iteration 10Q (46498.080000 sec): 3 clusters
  Score: Raw -77401.327806 + Penalty 2199.386516 = -75201.941290
  nChanged 2
		SP:Iteration 11Q (46498.100000 sec): 3 clusters
  Score: Raw -77403.501985 + Penalty 2199.386516 = -75204.115470
  nChanged 2
		SP:Iteration 12Q (46498.110000 sec): 3 clusters
  Score: Raw -77406.454241 + Penalty 2199.386516 = -75207.067726
  nChanged 3
		SP:Iteration 13Q (46498.130000 sec): 3 clusters
  Score: Raw -77411.145619 + Penalty 2199.386516 = -75211.759104
  nChanged 2
		SP:Iteration 14Q (46498.150000 sec): 3 clusters
  Score: Raw -77412.894890 + Penalty 2199.386516 = -75213.508374
  nChanged 0
		SP:Iteration 15F (46498.170000 sec): 3 clusters
  Score: Raw -77412.894890 + Penalty 2199.386516 = -75213.508374
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 36 (2312 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46498.230000 sec): 2 clusters
  Score: Raw -215080.000387 + Penalty 1258.703587 = -213821.296799
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46498.280000 sec): 3 clusters
  Score: Raw -214060.686584 + Penalty 2517.407175 = -211543.279410
  nChanged 852
		SP:Iteration 1F (46498.330000 sec): 3 clusters
  Score: Raw -214612.771283 + Penalty 2517.407175 = -212095.364108
  nChanged 198
		SP:Iteration 2F (46498.370000 sec): 3 clusters
  Score: Raw -214780.491630 + Penalty 2517.407175 = -212263.084455
  nChanged 151
		SP:Iteration 3F (46498.420000 sec): 3 clusters
  Score: Raw -214930.958421 + Penalty 2517.407175 = -212413.551246
  nChanged 129
		SP:Iteration 4F (46498.460000 sec): 3 clusters
  Score: Raw -215054.429127 + Penalty 2517.407175 = -212537.021952
  nChanged 107
		SP:Iteration 5Q (46498.510000 sec): 3 clusters
  Score: Raw -215144.307586 + Penalty 2517.407175 = -212626.900411
  nChanged 93
		SP:Iteration 6Q (46498.550000 sec): 3 clusters
  Score: Raw -215233.392056 + Penalty 2517.407175 = -212715.984881
  nChanged 77
		SP:Iteration 7Q (46498.600000 sec): 3 clusters
  Score: Raw -215312.264661 + Penalty 2517.407175 = -212794.857486
  nChanged 67
		SP:Iteration 8Q (46498.640000 sec): 3 clusters
  Score: Raw -215374.409383 + Penalty 2517.407175 = -212857.002208
  nChanged 39
		SP:Iteration 9Q (46498.690000 sec): 3 clusters
  Score: Raw -215403.365548 + Penalty 2517.407175 = -212885.958373
  nChanged 37
		SP:Iteration 10Q (46498.730000 sec): 3 clusters
  Score: Raw -215432.608717 + Penalty 2517.407175 = -212915.201542
  nChanged 30
		SP:Iteration 11Q (46498.780000 sec): 3 clusters
  Score: Raw -215450.530660 + Penalty 2517.407175 = -212933.123486
  nChanged 19
		SP:Iteration 12Q (46498.820000 sec): 3 clusters
  Score: Raw -215462.838181 + Penalty 2517.407175 = -212945.431006
  nChanged 13
		SP:Iteration 13Q (46498.870000 sec): 3 clusters
  Score: Raw -215470.876240 + Penalty 2517.407175 = -212953.469065
  nChanged 10
		SP:Iteration 14Q (46498.910000 sec): 3 clusters
  Score: Raw -215476.486661 + Penalty 2517.407175 = -212959.079487
  nChanged 8
		SP:Iteration 15Q (46498.950000 sec): 3 clusters
  Score: Raw -215481.158070 + Penalty 2517.407175 = -212963.750895
  nChanged 5
		SP:Iteration 16Q (46499.000000 sec): 3 clusters
  Score: Raw -215484.660894 + Penalty 2517.407175 = -212967.253720
  nChanged 7
		SP:Iteration 17Q (46499.040000 sec): 3 clusters
  Score: Raw -215488.971008 + Penalty 2517.407175 = -212971.563833
  nChanged 7
		SP:Iteration 18Q (46499.090000 sec): 3 clusters
  Score: Raw -215491.750062 + Penalty 2517.407175 = -212974.342887
  nChanged 3
		SP:Iteration 19Q (46499.140000 sec): 3 clusters
  Score: Raw -215492.405213 + Penalty 2517.407175 = -212974.998039
  nChanged 0
		SP:Iteration 20F (46499.180000 sec): 3 clusters
  Score: Raw -215492.405213 + Penalty 2517.407175 = -212974.998039
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 37 (6815 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46499.280000 sec): 2 clusters
  Score: Raw -609561.209777 + Penalty 1434.368218 = -608126.841559
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46499.420000 sec): 3 clusters
  Score: Raw -605932.657939 + Penalty 2868.736437 = -603063.921502
  nChanged 2795
		SP:Iteration 1F (46499.520000 sec): 3 clusters
  Score: Raw -607474.877181 + Penalty 2868.736437 = -604606.140745
  nChanged 470
		SP:Iteration 2F (46499.630000 sec): 3 clusters
  Score: Raw -607714.279300 + Penalty 2868.736437 = -604845.542863
  nChanged 375
		SP:Iteration 3F (46499.740000 sec): 3 clusters
  Score: Raw -607902.811483 + Penalty 2868.736437 = -605034.075046
  nChanged 377
		SP:Iteration 4F (46499.850000 sec): 3 clusters
  Score: Raw -608101.028588 + Penalty 2868.736437 = -605232.292151
  nChanged 324
		SP:Iteration 5Q (46499.970000 sec): 3 clusters
  Score: Raw -608279.674725 + Penalty 2868.736437 = -605410.938288
  nChanged 325
		SP:Iteration 6Q (46500.080000 sec): 3 clusters
  Score: Raw -608487.016760 + Penalty 2868.736437 = -605618.280323
  nChanged 337
		SP:Iteration 7Q (46500.200000 sec): 3 clusters
  Score: Raw -608698.114039 + Penalty 2868.736437 = -605829.377602
  nChanged 295
		SP:Iteration 8Q (46500.310000 sec): 3 clusters
  Score: Raw -608872.106878 + Penalty 2868.736437 = -606003.370441
  nChanged 264
		SP:Iteration 9Q (46500.430000 sec): 3 clusters
  Score: Raw -609037.147661 + Penalty 2868.736437 = -606168.411224
  nChanged 242
		SP:Iteration 10Q (46500.560000 sec): 3 clusters
  Score: Raw -609176.260641 + Penalty 2868.736437 = -606307.524205
  nChanged 211
		SP:Iteration 11Q (46500.680000 sec): 3 clusters
  Score: Raw -609288.186512 + Penalty 2868.736437 = -606419.450075
  nChanged 186
		SP:Iteration 12Q (46500.800000 sec): 3 clusters
  Score: Raw -609377.220328 + Penalty 2868.736437 = -606508.483891
  nChanged 140
		SP:Iteration 13Q (46500.920000 sec): 3 clusters
  Score: Raw -609429.906229 + Penalty 2868.736437 = -606561.169792
  nChanged 91
		SP:Iteration 14Q (46501.040000 sec): 3 clusters
  Score: Raw -609458.071195 + Penalty 2868.736437 = -606589.334758
  nChanged 62
		SP:Iteration 15Q (46501.160000 sec): 3 clusters
  Score: Raw -609472.766848 + Penalty 2868.736437 = -606604.030411
  nChanged 48
		SP:Iteration 16Q (46501.280000 sec): 3 clusters
  Score: Raw -609485.466904 + Penalty 2868.736437 = -606616.730467
  nChanged 40
		SP:Iteration 17Q (46501.400000 sec): 3 clusters
  Score: Raw -609495.912424 + Penalty 2868.736437 = -606627.175988
  nChanged 34
		SP:Iteration 18Q (46501.520000 sec): 3 clusters
  Score: Raw -609502.927981 + Penalty 2868.736437 = -606634.191544
  nChanged 23
		SP:Iteration 19Q (46501.640000 sec): 3 clusters
  Score: Raw -609508.970103 + Penalty 2868.736437 = -606640.233666
  nChanged 22
		SP:Iteration 20F (46501.760000 sec): 3 clusters
  Score: Raw -609512.959514 + Penalty 2868.736437 = -606644.223077
  nChanged 20
		SP:Iteration 21Q (46501.880000 sec): 3 clusters
  Score: Raw -609516.999863 + Penalty 2868.736437 = -606648.263426
  nChanged 19
		SP:Iteration 22Q (46502.000000 sec): 3 clusters
  Score: Raw -609520.195178 + Penalty 2868.736437 = -606651.458741
  nChanged 14
		SP:Iteration 23Q (46502.120000 sec): 3 clusters
  Score: Raw -609522.400836 + Penalty 2868.736437 = -606653.664400
  nChanged 6
		SP:Iteration 24Q (46502.240000 sec): 3 clusters
  Score: Raw -609523.230518 + Penalty 2868.736437 = -606654.494082
  nChanged 2
		SP:Iteration 25Q (46502.360000 sec): 3 clusters
  Score: Raw -609523.364935 + Penalty 2868.736437 = -606654.628498
  nChanged 1
		SP:Iteration 26Q (46502.480000 sec): 3 clusters
  Score: Raw -609523.452900 + Penalty 2868.736437 = -606654.716463
  nChanged 1
		SP:Iteration 27Q (46502.600000 sec): 3 clusters
  Score: Raw -609523.502816 + Penalty 2868.736437 = -606654.766379
  nChanged 2
		SP:Iteration 28Q (46502.720000 sec): 3 clusters
  Score: Raw -609524.098113 + Penalty 2868.736437 = -606655.361676
  nChanged 2
		SP:Iteration 29Q (46502.850000 sec): 3 clusters
  Score: Raw -609524.348078 + Penalty 2868.736437 = -606655.611641
  nChanged 2
		SP:Iteration 30Q (46502.970000 sec): 3 clusters
  Score: Raw -609524.790050 + Penalty 2868.736437 = -606656.053613
  nChanged 4
		SP:Iteration 31Q (46503.090000 sec): 3 clusters
  Score: Raw -609525.103668 + Penalty 2868.736437 = -606656.367231
  nChanged 1
		SP:Iteration 32Q (46503.220000 sec): 3 clusters
  Score: Raw -609525.313765 + Penalty 2868.736437 = -606656.577328
  nChanged 4
		SP:Iteration 33Q (46503.340000 sec): 3 clusters
  Score: Raw -609525.956610 + Penalty 2868.736437 = -606657.220173
  nChanged 1
		SP:Iteration 34Q (46503.460000 sec): 3 clusters
  Score: Raw -609526.061050 + Penalty 2868.736437 = -606657.324613
  nChanged 4
		SP:Iteration 35Q (46503.580000 sec): 3 clusters
  Score: Raw -609526.749578 + Penalty 2868.736437 = -606658.013142
  nChanged 2
		SP:Iteration 36Q (46503.710000 sec): 3 clusters
  Score: Raw -609527.263083 + Penalty 2868.736437 = -606658.526646
  nChanged 3
		SP:Iteration 37Q (46503.830000 sec): 3 clusters
  Score: Raw -609527.714932 + Penalty 2868.736437 = -606658.978495
  nChanged 4
		SP:Iteration 38Q (46503.950000 sec): 3 clusters
  Score: Raw -609528.497819 + Penalty 2868.736437 = -606659.761382
  nChanged 10
		SP:Iteration 39Q (46504.080000 sec): 3 clusters
  Score: Raw -609530.541143 + Penalty 2868.736437 = -606661.804706
  nChanged 10
		SP:Iteration 40F (46504.190000 sec): 3 clusters
  Score: Raw -609532.115626 + Penalty 2868.736437 = -606663.379189
  nChanged 6
		SP:Iteration 41Q (46504.320000 sec): 3 clusters
  Score: Raw -609532.956981 + Penalty 2868.736437 = -606664.220544
  nChanged 3
		SP:Iteration 42Q (46504.440000 sec): 3 clusters
  Score: Raw -609533.530301 + Penalty 2868.736437 = -606664.793864
  nChanged 2
		SP:Iteration 43Q (46504.560000 sec): 3 clusters
  Score: Raw -609534.071086 + Penalty 2868.736437 = -606665.334649
  nChanged 1
		SP:Iteration 44Q (46504.680000 sec): 3 clusters
  Score: Raw -609534.178705 + Penalty 2868.736437 = -606665.442268
  nChanged 1
		SP:Iteration 45Q (46504.800000 sec): 3 clusters
  Score: Raw -609534.386358 + Penalty 2868.736437 = -606665.649921
  nChanged 2
		SP:Iteration 46Q (46504.930000 sec): 3 clusters
  Score: Raw -609534.515860 + Penalty 2868.736437 = -606665.779423
  nChanged 1
		SP:Iteration 47Q (46505.050000 sec): 3 clusters
  Score: Raw -609534.740662 + Penalty 2868.736437 = -606666.004225
  nChanged 0
		SP:Iteration 48F (46505.170000 sec): 3 clusters
  Score: Raw -609534.740662 + Penalty 2868.736437 = -606666.004225
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 38 (14006 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46505.330000 sec): 2 clusters
  Score: Raw -1147038.901296 + Penalty 1551.426677 = -1145487.474620
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46505.550000 sec): 3 clusters
  Score: Raw -1138811.020028 + Penalty 3102.853354 = -1135708.166674
  nChanged 6257
		SP:Iteration 1F (46505.750000 sec): 3 clusters
  Score: Raw -1142299.754871 + Penalty 3102.853354 = -1139196.901517
  nChanged 872
		SP:Iteration 2F (46505.950000 sec): 3 clusters
  Score: Raw -1142740.592687 + Penalty 3102.853354 = -1139637.739334
  nChanged 824
		SP:Iteration 3F (46506.160000 sec): 3 clusters
  Score: Raw -1143176.622062 + Penalty 3102.853354 = -1140073.768708
  nChanged 799
		SP:Iteration 4F (46506.350000 sec): 3 clusters
  Score: Raw -1143661.230957 + Penalty 3102.853354 = -1140558.377603
  nChanged 842
		SP:Iteration 5F (46506.540000 sec): 3 clusters
  Score: Raw -1144219.234692 + Penalty 3102.853354 = -1141116.381338
  nChanged 869
		SP:Iteration 6F (46506.730000 sec): 3 clusters
  Score: Raw -1144894.136333 + Penalty 3102.853354 = -1141791.282979
  nChanged 858
		SP:Iteration 7F (46506.920000 sec): 3 clusters
  Score: Raw -1145487.718043 + Penalty 3102.853354 = -1142384.864689
  nChanged 736
		SP:Iteration 8F (46507.170000 sec): 3 clusters
  Score: Raw -1145922.491574 + Penalty 3102.853354 = -1142819.638220
  nChanged 606
		SP:Iteration 9Q (46507.370000 sec): 3 clusters
  Score: Raw -1146227.253538 + Penalty 3102.853354 = -1143124.400185
  nChanged 456
		SP:Iteration 10Q (46507.560000 sec): 3 clusters
  Score: Raw -1146419.177179 + Penalty 3102.853354 = -1143316.323826
  nChanged 347
		SP:Iteration 11Q (46507.760000 sec): 3 clusters
  Score: Raw -1146539.978496 + Penalty 3102.853354 = -1143437.125142
  nChanged 246
		SP:Iteration 12Q (46507.960000 sec): 3 clusters
  Score: Raw -1146612.022126 + Penalty 3102.853354 = -1143509.168772
  nChanged 187
		SP:Iteration 13Q (46508.150000 sec): 3 clusters
  Score: Raw -1146663.743830 + Penalty 3102.853354 = -1143560.890477
  nChanged 157
		SP:Iteration 14Q (46508.400000 sec): 3 clusters
  Score: Raw -1146708.824298 + Penalty 3102.853354 = -1143605.970944
  nChanged 150
		SP:Iteration 15Q (46508.600000 sec): 3 clusters
  Score: Raw -1146753.237135 + Penalty 3102.853354 = -1143650.383781
  nChanged 140
		SP:Iteration 16Q (46508.790000 sec): 3 clusters
  Score: Raw -1146792.700698 + Penalty 3102.853354 = -1143689.847344
  nChanged 129
		SP:Iteration 17Q (46508.990000 sec): 3 clusters
  Score: Raw -1146831.115468 + Penalty 3102.853354 = -1143728.262114
  nChanged 130
		SP:Iteration 18Q (46509.190000 sec): 3 clusters
  Score: Raw -1146873.970750 + Penalty 3102.853354 = -1143771.117397
  nChanged 153
		SP:Iteration 19Q (46509.380000 sec): 3 clusters
  Score: Raw -1146924.396641 + Penalty 3102.853354 = -1143821.543288
  nChanged 139
		SP:Iteration 20F (46509.630000 sec): 3 clusters
  Score: Raw -1146966.933878 + Penalty 3102.853354 = -1143864.080524
  nChanged 134
		SP:Iteration 21Q (46509.820000 sec): 3 clusters
  Score: Raw -1147006.388517 + Penalty 3102.853354 = -1143903.535164
  nChanged 112
		SP:Iteration 22Q (46510.020000 sec): 3 clusters
  Score: Raw -1147034.914556 + Penalty 3102.853354 = -1143932.061202
  nChanged 109
		SP:Iteration 23Q (46510.210000 sec): 3 clusters
  Score: Raw -1147060.166694 + Penalty 3102.853354 = -1143957.313340
  nChanged 98
		SP:Iteration 24Q (46510.410000 sec): 3 clusters
  Score: Raw -1147085.705302 + Penalty 3102.853354 = -1143982.851949
  nChanged 107
		SP:Iteration 25Q (46510.650000 sec): 3 clusters
  Score: Raw -1147112.824810 + Penalty 3102.853354 = -1144009.971456
  nChanged 93
		SP:Iteration 26Q (46510.840000 sec): 3 clusters
  Score: Raw -1147134.506474 + Penalty 3102.853354 = -1144031.653120
  nChanged 84
		SP:Iteration 27Q (46511.030000 sec): 3 clusters
  Score: Raw -1147151.830628 + Penalty 3102.853354 = -1144048.977274
  nChanged 73
		SP:Iteration 28Q (46511.230000 sec): 3 clusters
  Score: Raw -1147168.517054 + Penalty 3102.853354 = -1144065.663700
  nChanged 82
		SP:Iteration 29Q (46511.470000 sec): 3 clusters
  Score: Raw -1147187.960438 + Penalty 3102.853354 = -1144085.107085
  nChanged 73
		SP:Iteration 30Q (46511.660000 sec): 3 clusters
  Score: Raw -1147203.864079 + Penalty 3102.853354 = -1144101.010725
  nChanged 71
		SP:Iteration 31Q (46511.850000 sec): 3 clusters
  Score: Raw -1147219.825985 + Penalty 3102.853354 = -1144116.972631
  nChanged 71
		SP:Iteration 32Q (46512.030000 sec): 3 clusters
  Score: Raw -1147234.789561 + Penalty 3102.853354 = -1144131.936207
  nChanged 68
		SP:Iteration 33Q (46512.280000 sec): 3 clusters
  Score: Raw -1147250.850013 + Penalty 3102.853354 = -1144147.996659
  nChanged 77
		SP:Iteration 34Q (46512.470000 sec): 3 clusters
  Score: Raw -1147269.757066 + Penalty 3102.853354 = -1144166.903713
  nChanged 67
		SP:Iteration 35Q (46512.650000 sec): 3 clusters
  Score: Raw -1147284.206181 + Penalty 3102.853354 = -1144181.352828
  nChanged 56
		SP:Iteration 36Q (46512.900000 sec): 3 clusters
  Score: Raw -1147295.281643 + Penalty 3102.853354 = -1144192.428289
  nChanged 53
		SP:Iteration 37Q (46513.090000 sec): 3 clusters
  Score: Raw -1147308.274021 + Penalty 3102.853354 = -1144205.420668
  nChanged 54
		SP:Iteration 38Q (46513.270000 sec): 3 clusters
  Score: Raw -1147321.499808 + Penalty 3102.853354 = -1144218.646454
  nChanged 64
		SP:Iteration 39Q (46513.510000 sec): 3 clusters
  Score: Raw -1147336.409501 + Penalty 3102.853354 = -1144233.556147
  nChanged 71
		SP:Iteration 40F (46513.700000 sec): 3 clusters
  Score: Raw -1147351.676545 + Penalty 3102.853354 = -1144248.823192
  nChanged 53
		SP:Iteration 41Q (46513.890000 sec): 3 clusters
  Score: Raw -1147361.018671 + Penalty 3102.853354 = -1144258.165318
  nChanged 51
		SP:Iteration 42Q (46514.120000 sec): 3 clusters
  Score: Raw -1147371.928909 + Penalty 3102.853354 = -1144269.075556
  nChanged 49
		SP:Iteration 43Q (46514.310000 sec): 3 clusters
  Score: Raw -1147383.590507 + Penalty 3102.853354 = -1144280.737153
  nChanged 44
		SP:Iteration 44Q (46514.550000 sec): 3 clusters
  Score: Raw -1147390.881624 + Penalty 3102.853354 = -1144288.028270
  nChanged 34
		SP:Iteration 45Q (46514.730000 sec): 3 clusters
  Score: Raw -1147397.045284 + Penalty 3102.853354 = -1144294.191931
  nChanged 33
		SP:Iteration 46Q (46514.920000 sec): 3 clusters
  Score: Raw -1147404.145223 + Penalty 3102.853354 = -1144301.291869
  nChanged 33
		SP:Iteration 47Q (46515.160000 sec): 3 clusters
  Score: Raw -1147410.589405 + Penalty 3102.853354 = -1144307.736052
  nChanged 31
		SP:Iteration 48Q (46515.340000 sec): 3 clusters
  Score: Raw -1147415.627349 + Penalty 3102.853354 = -1144312.773995
  nChanged 23
		SP:Iteration 49Q (46515.530000 sec): 3 clusters
  Score: Raw -1147419.391805 + Penalty 3102.853354 = -1144316.538451
  nChanged 21
		SP:Iteration 50Q (46515.770000 sec): 3 clusters
  Score: Raw -1147423.242339 + Penalty 3102.853354 = -1144320.388985
  nChanged 28
		SP:Iteration 51Q (46515.950000 sec): 3 clusters
  Score: Raw -1147427.601693 + Penalty 3102.853354 = -1144324.748339
  nChanged 25
		SP:Iteration 52Q (46516.190000 sec): 3 clusters
  Score: Raw -1147431.658550 + Penalty 3102.853354 = -1144328.805196
  nChanged 33
		SP:Iteration 53Q (46516.370000 sec): 3 clusters
  Score: Raw -1147440.479208 + Penalty 3102.853354 = -1144337.625854
  nChanged 36
		SP:Iteration 54Q (46516.560000 sec): 3 clusters
  Score: Raw -1147451.658738 + Penalty 3102.853354 = -1144348.805384
  nChanged 41
		SP:Iteration 55Q (46516.790000 sec): 3 clusters
  Score: Raw -1147461.195131 + Penalty 3102.853354 = -1144358.341777
  nChanged 29
		SP:Iteration 56Q (46516.980000 sec): 3 clusters
  Score: Raw -1147467.585450 + Penalty 3102.853354 = -1144364.732096
  nChanged 38
		SP:Iteration 57Q (46517.180000 sec): 3 clusters
  Score: Raw -1147475.906922 + Penalty 3102.853354 = -1144373.053569
  nChanged 32
		SP:Iteration 58Q (46517.420000 sec): 3 clusters
  Score: Raw -1147482.468194 + Penalty 3102.853354 = -1144379.614841
  nChanged 24
		SP:Iteration 59Q (46517.600000 sec): 3 clusters
  Score: Raw -1147487.481841 + Penalty 3102.853354 = -1144384.628487
  nChanged 25
		SP:Iteration 60F (46517.790000 sec): 3 clusters
  Score: Raw -1147492.883373 + Penalty 3102.853354 = -1144390.030020
  nChanged 27
		SP:Iteration 61Q (46518.030000 sec): 3 clusters
  Score: Raw -1147497.925316 + Penalty 3102.853354 = -1144395.071963
  nChanged 30
		SP:Iteration 62Q (46518.210000 sec): 3 clusters
  Score: Raw -1147504.067554 + Penalty 3102.853354 = -1144401.214201
  nChanged 33
		SP:Iteration 63Q (46518.390000 sec): 3 clusters
  Score: Raw -1147511.788072 + Penalty 3102.853354 = -1144408.934718
  nChanged 30
		SP:Iteration 64Q (46518.620000 sec): 3 clusters
  Score: Raw -1147517.409930 + Penalty 3102.853354 = -1144414.556576
  nChanged 26
		SP:Iteration 65Q (46518.810000 sec): 3 clusters
  Score: Raw -1147521.832461 + Penalty 3102.853354 = -1144418.979107
  nChanged 29
		SP:Iteration 66Q (46519.030000 sec): 3 clusters
  Score: Raw -1147526.613668 + Penalty 3102.853354 = -1144423.760315
  nChanged 20
		SP:Iteration 67Q (46519.270000 sec): 3 clusters
  Score: Raw -1147530.013731 + Penalty 3102.853354 = -1144427.160377
  nChanged 21
		SP:Iteration 68Q (46519.450000 sec): 3 clusters
  Score: Raw -1147534.997956 + Penalty 3102.853354 = -1144432.144603
  nChanged 28
		SP:Iteration 69Q (46519.630000 sec): 3 clusters
  Score: Raw -1147540.887262 + Penalty 3102.853354 = -1144438.033909
  nChanged 26
		SP:Iteration 70Q (46519.860000 sec): 3 clusters
  Score: Raw -1147546.555746 + Penalty 3102.853354 = -1144443.702392
  nChanged 35
		SP:Iteration 71Q (46520.090000 sec): 3 clusters
  Score: Raw -1147556.018557 + Penalty 3102.853354 = -1144453.165203
  nChanged 43
		SP:Iteration 72Q (46520.280000 sec): 3 clusters
  Score: Raw -1147569.913188 + Penalty 3102.853354 = -1144467.059834
  nChanged 44
		SP:Iteration 73Q (46520.510000 sec): 3 clusters
  Score: Raw -1147585.070659 + Penalty 3102.853354 = -1144482.217305
  nChanged 33
		SP:Iteration 74Q (46520.700000 sec): 3 clusters
  Score: Raw -1147592.964445 + Penalty 3102.853354 = -1144490.111091
  nChanged 19
		SP:Iteration 75Q (46520.880000 sec): 3 clusters
  Score: Raw -1147597.427686 + Penalty 3102.853354 = -1144494.574333
  nChanged 16
		SP:Iteration 76Q (46521.100000 sec): 3 clusters
  Score: Raw -1147601.362232 + Penalty 3102.853354 = -1144498.508879
  nChanged 20
		SP:Iteration 77Q (46521.340000 sec): 3 clusters
  Score: Raw -1147605.565337 + Penalty 3102.853354 = -1144502.711983
  nChanged 18
		SP:Iteration 78Q (46521.520000 sec): 3 clusters
  Score: Raw -1147610.309933 + Penalty 3102.853354 = -1144507.456579
  nChanged 16
		SP:Iteration 79Q (46521.700000 sec): 3 clusters
  Score: Raw -1147614.629155 + Penalty 3102.853354 = -1144511.775801
  nChanged 19
		SP:Iteration 80F (46521.940000 sec): 3 clusters
  Score: Raw -1147619.941375 + Penalty 3102.853354 = -1144517.088021
  nChanged 25
		SP:Iteration 81Q (46522.110000 sec): 3 clusters
  Score: Raw -1147628.605992 + Penalty 3102.853354 = -1144525.752638
  nChanged 26
		SP:Iteration 82Q (46522.340000 sec): 3 clusters
  Score: Raw -1147637.094057 + Penalty 3102.853354 = -1144534.240703
  nChanged 34
		SP:Iteration 83Q (46522.570000 sec): 3 clusters
  Score: Raw -1147648.997654 + Penalty 3102.853354 = -1144546.144301
  nChanged 34
		SP:Iteration 84Q (46522.750000 sec): 3 clusters
  Score: Raw -1147658.594214 + Penalty 3102.853354 = -1144555.740860
  nChanged 28
		SP:Iteration 85Q (46522.980000 sec): 3 clusters
  Score: Raw -1147665.818327 + Penalty 3102.853354 = -1144562.964974
  nChanged 27
		SP:Iteration 86Q (46523.160000 sec): 3 clusters
  Score: Raw -1147672.717317 + Penalty 3102.853354 = -1144569.863963
  nChanged 25
		SP:Iteration 87Q (46523.390000 sec): 3 clusters
  Score: Raw -1147679.352522 + Penalty 3102.853354 = -1144576.499168
  nChanged 23
		SP:Iteration 88Q (46523.570000 sec): 3 clusters
  Score: Raw -1147685.900277 + Penalty 3102.853354 = -1144583.046923
  nChanged 20
		SP:Iteration 89Q (46523.800000 sec): 3 clusters
  Score: Raw -1147690.986113 + Penalty 3102.853354 = -1144588.132759
  nChanged 20
		SP:Iteration 90Q (46523.990000 sec): 3 clusters
  Score: Raw -1147697.010367 + Penalty 3102.853354 = -1144594.157014
  nChanged 25
		SP:Iteration 91Q (46524.220000 sec): 3 clusters
  Score: Raw -1147706.945347 + Penalty 3102.853354 = -1144604.091994
  nChanged 30
		SP:Iteration 92Q (46524.400000 sec): 3 clusters
  Score: Raw -1147723.343614 + Penalty 3102.853354 = -1144620.490261
  nChanged 36
		SP:Iteration 93Q (46524.620000 sec): 3 clusters
  Score: Raw -1147741.973398 + Penalty 3102.853354 = -1144639.120044
  nChanged 32
		SP:Iteration 94Q (46524.800000 sec): 3 clusters
  Score: Raw -1147756.080074 + Penalty 3102.853354 = -1144653.226721
  nChanged 47
		SP:Iteration 95Q (46525.030000 sec): 3 clusters
  Score: Raw -1147776.915919 + Penalty 3102.853354 = -1144674.062565
  nChanged 40
		SP:Iteration 96Q (46525.210000 sec): 3 clusters
  Score: Raw -1147796.292850 + Penalty 3102.853354 = -1144693.439496
  nChanged 40
		SP:Iteration 97Q (46525.450000 sec): 3 clusters
  Score: Raw -1147816.900016 + Penalty 3102.853354 = -1144714.046662
  nChanged 36
		SP:Iteration 98Q (46525.630000 sec): 3 clusters
  Score: Raw -1147832.389550 + Penalty 3102.853354 = -1144729.536196
  nChanged 45
		SP:Iteration 99Q (46525.860000 sec): 3 clusters
  Score: Raw -1147857.963840 + Penalty 3102.853354 = -1144755.110486
  nChanged 50
		SP:Iteration 100F (46526.050000 sec): 3 clusters
  Score: Raw -1147883.203706 + Penalty 3102.853354 = -1144780.350352
  nChanged 39
		SP:Iteration 101Q (46526.230000 sec): 3 clusters
  Score: Raw -1147896.546317 + Penalty 3102.853354 = -1144793.692963
  nChanged 32
		SP:Iteration 102Q (46526.440000 sec): 3 clusters
  Score: Raw -1147905.602192 + Penalty 3102.853354 = -1144802.748838
  nChanged 23
		SP:Iteration 103Q (46526.670000 sec): 3 clusters
  Score: Raw -1147914.346492 + Penalty 3102.853354 = -1144811.493138
  nChanged 18
		SP:Iteration 104Q (46526.840000 sec): 3 clusters
  Score: Raw -1147921.046021 + Penalty 3102.853354 = -1144818.192667
  nChanged 20
		SP:Iteration 105Q (46527.060000 sec): 3 clusters
  Score: Raw -1147925.489002 + Penalty 3102.853354 = -1144822.635648
  nChanged 12
		SP:Iteration 106Q (46527.290000 sec): 3 clusters
  Score: Raw -1147930.619954 + Penalty 3102.853354 = -1144827.766600
  nChanged 16
		SP:Iteration 107Q (46527.510000 sec): 3 clusters
  Score: Raw -1147937.171782 + Penalty 3102.853354 = -1144834.318428
  nChanged 13
		SP:Iteration 108Q (46527.690000 sec): 3 clusters
  Score: Raw -1147940.891980 + Penalty 3102.853354 = -1144838.038626
  nChanged 5
		SP:Iteration 109Q (46527.910000 sec): 3 clusters
  Score: Raw -1147943.082944 + Penalty 3102.853354 = -1144840.229590
  nChanged 8
		SP:Iteration 110Q (46528.130000 sec): 3 clusters
  Score: Raw -1147945.186899 + Penalty 3102.853354 = -1144842.333545
  nChanged 7
		SP:Iteration 111Q (46528.310000 sec): 3 clusters
  Score: Raw -1147946.358594 + Penalty 3102.853354 = -1144843.505240
  nChanged 5
		SP:Iteration 112Q (46528.530000 sec): 3 clusters
  Score: Raw -1147947.441838 + Penalty 3102.853354 = -1144844.588485
  nChanged 2
		SP:Iteration 113Q (46528.750000 sec): 3 clusters
  Score: Raw -1147947.759899 + Penalty 3102.853354 = -1144844.906545
  nChanged 0
		SP:Iteration 114F (46528.940000 sec): 3 clusters
  Score: Raw -1147947.759899 + Penalty 3102.853354 = -1144844.906545
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 39 (4985 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46529.020000 sec): 2 clusters
  Score: Raw -429496.657986 + Penalty 1383.555661 = -428113.102325
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46529.130000 sec): 3 clusters
  Score: Raw -426918.715648 + Penalty 2767.111322 = -424151.604326
  nChanged 2021
		SP:Iteration 1F (46529.220000 sec): 3 clusters
  Score: Raw -428043.583223 + Penalty 2767.111322 = -425276.471901
  nChanged 334
		SP:Iteration 2F (46529.310000 sec): 3 clusters
  Score: Raw -428212.439104 + Penalty 2767.111322 = -425445.327782
  nChanged 234
		SP:Iteration 3Q (46529.410000 sec): 3 clusters
  Score: Raw -428327.961811 + Penalty 2767.111322 = -425560.850489
  nChanged 180
		SP:Iteration 4Q (46529.500000 sec): 3 clusters
  Score: Raw -428412.640824 + Penalty 2767.111322 = -425645.529502
  nChanged 159
		SP:Iteration 5Q (46529.590000 sec): 3 clusters
  Score: Raw -428485.904671 + Penalty 2767.111322 = -425718.793350
  nChanged 133
		SP:Iteration 6Q (46529.690000 sec): 3 clusters
  Score: Raw -428533.427165 + Penalty 2767.111322 = -425766.315843
  nChanged 98
		SP:Iteration 7Q (46529.790000 sec): 3 clusters
  Score: Raw -428569.237730 + Penalty 2767.111322 = -425802.126408
  nChanged 85
		SP:Iteration 8Q (46529.880000 sec): 3 clusters
  Score: Raw -428602.822754 + Penalty 2767.111322 = -425835.711432
  nChanged 97
		SP:Iteration 9Q (46529.970000 sec): 3 clusters
  Score: Raw -428638.105336 + Penalty 2767.111322 = -425870.994015
  nChanged 78
		SP:Iteration 10Q (46530.070000 sec): 3 clusters
  Score: Raw -428662.736788 + Penalty 2767.111322 = -425895.625466
  nChanged 75
		SP:Iteration 11Q (46530.160000 sec): 3 clusters
  Score: Raw -428687.931344 + Penalty 2767.111322 = -425920.820022
  nChanged 76
		SP:Iteration 12Q (46530.260000 sec): 3 clusters
  Score: Raw -428712.210398 + Penalty 2767.111322 = -425945.099076
  nChanged 61
		SP:Iteration 13Q (46530.350000 sec): 3 clusters
  Score: Raw -428735.322901 + Penalty 2767.111322 = -425968.211579
  nChanged 66
		SP:Iteration 14Q (46530.450000 sec): 3 clusters
  Score: Raw -428762.999373 + Penalty 2767.111322 = -425995.888051
  nChanged 84
		SP:Iteration 15Q (46530.540000 sec): 3 clusters
  Score: Raw -428801.515540 + Penalty 2767.111322 = -426034.404218
  nChanged 78
		SP:Iteration 16Q (46530.630000 sec): 3 clusters
  Score: Raw -428840.896031 + Penalty 2767.111322 = -426073.784709
  nChanged 93
		SP:Iteration 17Q (46530.730000 sec): 3 clusters
  Score: Raw -428885.306601 + Penalty 2767.111322 = -426118.195279
  nChanged 92
		SP:Iteration 18Q (46530.830000 sec): 3 clusters
  Score: Raw -428927.001868 + Penalty 2767.111322 = -426159.890546
  nChanged 100
		SP:Iteration 19Q (46530.920000 sec): 3 clusters
  Score: Raw -428972.133976 + Penalty 2767.111322 = -426205.022654
  nChanged 98
		SP:Iteration 20F (46531.010000 sec): 3 clusters
  Score: Raw -429013.635157 + Penalty 2767.111322 = -426246.523835
  nChanged 77
		SP:Iteration 21Q (46531.110000 sec): 3 clusters
  Score: Raw -429045.740581 + Penalty 2767.111322 = -426278.629259
  nChanged 87
		SP:Iteration 22Q (46531.200000 sec): 3 clusters
  Score: Raw -429096.822627 + Penalty 2767.111322 = -426329.711306
  nChanged 97
		SP:Iteration 23Q (46531.290000 sec): 3 clusters
  Score: Raw -429146.000793 + Penalty 2767.111322 = -426378.889472
  nChanged 105
		SP:Iteration 24Q (46531.390000 sec): 3 clusters
  Score: Raw -429201.007882 + Penalty 2767.111322 = -426433.896560
  nChanged 99
		SP:Iteration 25Q (46531.480000 sec): 3 clusters
  Score: Raw -429246.391633 + Penalty 2767.111322 = -426479.280312
  nChanged 77
		SP:Iteration 26Q (46531.570000 sec): 3 clusters
  Score: Raw -429275.417300 + Penalty 2767.111322 = -426508.305979
  nChanged 69
		SP:Iteration 27Q (46531.660000 sec): 3 clusters
  Score: Raw -429306.787534 + Penalty 2767.111322 = -426539.676213
  nChanged 75
		SP:Iteration 28Q (46531.760000 sec): 3 clusters
  Score: Raw -429344.928614 + Penalty 2767.111322 = -426577.817292
  nChanged 60
		SP:Iteration 29Q (46531.850000 sec): 3 clusters
  Score: Raw -429375.659064 + Penalty 2767.111322 = -426608.547742
  nChanged 69
		SP:Iteration 30Q (46531.940000 sec): 3 clusters
  Score: Raw -429409.194689 + Penalty 2767.111322 = -426642.083367
  nChanged 73
		SP:Iteration 31Q (46532.030000 sec): 3 clusters
  Score: Raw -429444.339518 + Penalty 2767.111322 = -426677.228197
  nChanged 65
		SP:Iteration 32Q (46532.130000 sec): 3 clusters
  Score: Raw -429475.094561 + Penalty 2767.111322 = -426707.983239
  nChanged 67
		SP:Iteration 33Q (46532.220000 sec): 3 clusters
  Score: Raw -429509.747527 + Penalty 2767.111322 = -426742.636206
  nChanged 76
		SP:Iteration 34Q (46532.310000 sec): 3 clusters
  Score: Raw -429554.333311 + Penalty 2767.111322 = -426787.221989
  nChanged 77
		SP:Iteration 35Q (46532.400000 sec): 3 clusters
  Score: Raw -429605.113545 + Penalty 2767.111322 = -426838.002223
  nChanged 76
		SP:Iteration 36Q (46532.490000 sec): 3 clusters
  Score: Raw -429650.902595 + Penalty 2767.111322 = -426883.791273
  nChanged 88
		SP:Iteration 37Q (46532.580000 sec): 3 clusters
  Score: Raw -429714.952785 + Penalty 2767.111322 = -426947.841463
  nChanged 88
		SP:Iteration 38Q (46532.670000 sec): 3 clusters
  Score: Raw -429781.161422 + Penalty 2767.111322 = -427014.050100
  nChanged 84
		SP:Iteration 39Q (46532.760000 sec): 3 clusters
  Score: Raw -429845.087389 + Penalty 2767.111322 = -427077.976067
  nChanged 79
		SP:Iteration 40F (46532.850000 sec): 3 clusters
  Score: Raw -429903.886623 + Penalty 2767.111322 = -427136.775301
  nChanged 68
		SP:Iteration 41Q (46532.950000 sec): 3 clusters
  Score: Raw -429944.114941 + Penalty 2767.111322 = -427177.003619
  nChanged 54
		SP:Iteration 42Q (46533.030000 sec): 3 clusters
  Score: Raw -429962.174556 + Penalty 2767.111322 = -427195.063234
  nChanged 26
		SP:Iteration 43Q (46533.130000 sec): 3 clusters
  Score: Raw -429969.541536 + Penalty 2767.111322 = -427202.430214
  nChanged 17
		SP:Iteration 44Q (46533.210000 sec): 3 clusters
  Score: Raw -429973.832408 + Penalty 2767.111322 = -427206.721087
  nChanged 8
		SP:Iteration 45Q (46533.300000 sec): 3 clusters
  Score: Raw -429976.302214 + Penalty 2767.111322 = -427209.190892
  nChanged 8
		SP:Iteration 46Q (46533.390000 sec): 3 clusters
  Score: Raw -429979.494442 + Penalty 2767.111322 = -427212.383120
  nChanged 18
		SP:Iteration 47Q (46533.480000 sec): 3 clusters
  Score: Raw -429986.552655 + Penalty 2767.111322 = -427219.441334
  nChanged 19
		SP:Iteration 48Q (46533.570000 sec): 3 clusters
  Score: Raw -429991.613269 + Penalty 2767.111322 = -427224.501947
  nChanged 18
		SP:Iteration 49Q (46533.660000 sec): 3 clusters
  Score: Raw -429996.866805 + Penalty 2767.111322 = -427229.755483
  nChanged 12
		SP:Iteration 50Q (46533.750000 sec): 3 clusters
  Score: Raw -429999.167030 + Penalty 2767.111322 = -427232.055708
  nChanged 6
		SP:Iteration 51Q (46533.840000 sec): 3 clusters
  Score: Raw -430000.257916 + Penalty 2767.111322 = -427233.146594
  nChanged 4
		SP:Iteration 52Q (46533.930000 sec): 3 clusters
  Score: Raw -430001.125679 + Penalty 2767.111322 = -427234.014357
  nChanged 3
		SP:Iteration 53Q (46534.020000 sec): 3 clusters
  Score: Raw -430001.353926 + Penalty 2767.111322 = -427234.242604
  nChanged 0
		SP:Iteration 54F (46534.110000 sec): 3 clusters
  Score: Raw -430001.353926 + Penalty 2767.111322 = -427234.242604
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 40 (18379 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46534.310000 sec): 2 clusters
  Score: Raw -1671913.098988 + Penalty 1595.581648 = -1670317.517340
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46534.540000 sec): 3 clusters
  Score: Raw -1660990.198027 + Penalty 3191.163296 = -1657799.034731
  nChanged 8204
		SP:Iteration 1F (46534.780000 sec): 3 clusters
  Score: Raw -1665338.254284 + Penalty 3191.163296 = -1662147.090988
  nChanged 842
		SP:Iteration 2Q (46535.020000 sec): 3 clusters
  Score: Raw -1665593.052058 + Penalty 3191.163296 = -1662401.888763
  nChanged 757
		SP:Iteration 3Q (46535.270000 sec): 3 clusters
  Score: Raw -1665815.352272 + Penalty 3191.163296 = -1662624.188976
  nChanged 685
		SP:Iteration 4Q (46535.510000 sec): 3 clusters
  Score: Raw -1666015.713574 + Penalty 3191.163296 = -1662824.550278
  nChanged 654
		SP:Iteration 5Q (46535.780000 sec): 3 clusters
  Score: Raw -1666208.652584 + Penalty 3191.163296 = -1663017.489288
  nChanged 649
		SP:Iteration 6Q (46536.030000 sec): 3 clusters
  Score: Raw -1666417.736624 + Penalty 3191.163296 = -1663226.573328
  nChanged 714
		SP:Iteration 7Q (46536.290000 sec): 3 clusters
  Score: Raw -1666659.954953 + Penalty 3191.163296 = -1663468.791657
  nChanged 727
		SP:Iteration 8Q (46536.580000 sec): 3 clusters
  Score: Raw -1666938.192533 + Penalty 3191.163296 = -1663747.029237
  nChanged 804
		SP:Iteration 9Q (46536.830000 sec): 3 clusters
  Score: Raw -1667280.010915 + Penalty 3191.163296 = -1664088.847619
  nChanged 857
		SP:Iteration 10Q (46537.060000 sec): 3 clusters
  Score: Raw -1667688.571126 + Penalty 3191.163296 = -1664497.407830
  nChanged 905
		SP:Iteration 11Q (46537.310000 sec): 3 clusters
  Score: Raw -1668181.311126 + Penalty 3191.163296 = -1664990.147830
  nChanged 950
		SP:Iteration 12F (46537.530000 sec): 3 clusters
  Score: Raw -1668781.157757 + Penalty 3191.163296 = -1665589.994461
  nChanged 951
		SP:Iteration 13F (46537.760000 sec): 3 clusters
  Score: Raw -1669447.461704 + Penalty 3191.163296 = -1666256.298408
  nChanged 891
		SP:Iteration 14Q (46538.020000 sec): 3 clusters
  Score: Raw -1670149.524708 + Penalty 3191.163296 = -1666958.361412
  nChanged 799
		SP:Iteration 15Q (46538.300000 sec): 3 clusters
  Score: Raw -1670839.974335 + Penalty 3191.163296 = -1667648.811039
  nChanged 599
		SP:Iteration 16Q (46538.550000 sec): 3 clusters
  Score: Raw -1671381.499312 + Penalty 3191.163296 = -1668190.336017
  nChanged 336
		SP:Iteration 17Q (46538.800000 sec): 3 clusters
  Score: Raw -1671692.057116 + Penalty 3191.163296 = -1668500.893820
  nChanged 176
		SP:Iteration 18Q (46539.030000 sec): 3 clusters
  Score: Raw -1671865.313732 + Penalty 3191.163296 = -1668674.150436
  nChanged 100
		SP:Iteration 19Q (46539.240000 sec): 3 clusters
  Score: Raw -1671964.821388 + Penalty 3191.163296 = -1668773.658092
  nChanged 64
		SP:Iteration 20F (46539.450000 sec): 3 clusters
  Score: Raw -1672038.225273 + Penalty 3191.163296 = -1668847.061977
  nChanged 36
		SP:Iteration 21Q (46539.710000 sec): 3 clusters
  Score: Raw -1672084.626227 + Penalty 3191.163296 = -1668893.462931
  nChanged 29
		SP:Iteration 22Q (46539.910000 sec): 3 clusters
  Score: Raw -1672107.920026 + Penalty 3191.163296 = -1668916.756730
  nChanged 12
		SP:Iteration 23Q (46540.120000 sec): 3 clusters
  Score: Raw -1672118.794542 + Penalty 3191.163296 = -1668927.631246
  nChanged 5
		SP:Iteration 24Q (46540.360000 sec): 3 clusters
  Score: Raw -1672123.877836 + Penalty 3191.163296 = -1668932.714540
  nChanged 4
		SP:Iteration 25Q (46540.560000 sec): 3 clusters
  Score: Raw -1672127.270553 + Penalty 3191.163296 = -1668936.107257
  nChanged 2
		SP:Iteration 26Q (46540.770000 sec): 3 clusters
  Score: Raw -1672129.644568 + Penalty 3191.163296 = -1668938.481272
  nChanged 1
		SP:Iteration 27Q (46541.010000 sec): 3 clusters
  Score: Raw -1672130.148048 + Penalty 3191.163296 = -1668938.984752
  nChanged 0
		SP:Iteration 28F (46541.220000 sec): 3 clusters
  Score: Raw -1672130.148048 + Penalty 3191.163296 = -1668938.984752
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 41 (1394 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46541.280000 sec): 2 clusters
  Score: Raw -117913.434543 + Penalty 1176.489046 = -116736.945497
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46541.310000 sec): 3 clusters
  Score: Raw -117414.025133 + Penalty 2352.978092 = -115061.047041
  nChanged 456
		SP:Iteration 1F (46541.340000 sec): 3 clusters
  Score: Raw -117720.836669 + Penalty 2352.978092 = -115367.858576
  nChanged 92
		SP:Iteration 2F (46541.370000 sec): 3 clusters
  Score: Raw -117794.639670 + Penalty 2352.978092 = -115441.661578
  nChanged 58
		SP:Iteration 3Q (46541.390000 sec): 3 clusters
  Score: Raw -117836.188014 + Penalty 2352.978092 = -115483.209922
  nChanged 34
		SP:Iteration 4Q (46541.420000 sec): 3 clusters
  Score: Raw -117867.899062 + Penalty 2352.978092 = -115514.920970
  nChanged 31
		SP:Iteration 5Q (46541.450000 sec): 3 clusters
  Score: Raw -117889.494640 + Penalty 2352.978092 = -115536.516548
  nChanged 23
		SP:Iteration 6Q (46541.480000 sec): 3 clusters
  Score: Raw -117903.695481 + Penalty 2352.978092 = -115550.717389
  nChanged 22
		SP:Iteration 7Q (46541.510000 sec): 3 clusters
  Score: Raw -117920.511139 + Penalty 2352.978092 = -115567.533047
  nChanged 19
		SP:Iteration 8Q (46541.530000 sec): 3 clusters
  Score: Raw -117937.564158 + Penalty 2352.978092 = -115584.586065
  nChanged 19
		SP:Iteration 9Q (46541.560000 sec): 3 clusters
  Score: Raw -117952.208926 + Penalty 2352.978092 = -115599.230834
  nChanged 20
		SP:Iteration 10Q (46541.590000 sec): 3 clusters
  Score: Raw -117969.749902 + Penalty 2352.978092 = -115616.771809
  nChanged 15
		SP:Iteration 11Q (46541.620000 sec): 3 clusters
  Score: Raw -117983.611878 + Penalty 2352.978092 = -115630.633786
  nChanged 9
		SP:Iteration 12Q (46541.650000 sec): 3 clusters
  Score: Raw -117990.435590 + Penalty 2352.978092 = -115637.457498
  nChanged 9
		SP:Iteration 13Q (46541.670000 sec): 3 clusters
  Score: Raw -117997.572837 + Penalty 2352.978092 = -115644.594745
  nChanged 5
		SP:Iteration 14Q (46541.700000 sec): 3 clusters
  Score: Raw -118001.227314 + Penalty 2352.978092 = -115648.249222
  nChanged 7
		SP:Iteration 15Q (46541.730000 sec): 3 clusters
  Score: Raw -118007.593078 + Penalty 2352.978092 = -115654.614985
  nChanged 7
		SP:Iteration 16Q (46541.760000 sec): 3 clusters
  Score: Raw -118013.068277 + Penalty 2352.978092 = -115660.090185
  nChanged 9
		SP:Iteration 17Q (46541.780000 sec): 3 clusters
  Score: Raw -118020.667516 + Penalty 2352.978092 = -115667.689424
  nChanged 4
		SP:Iteration 18Q (46541.810000 sec): 3 clusters
  Score: Raw -118023.236609 + Penalty 2352.978092 = -115670.258517
  nChanged 4
		SP:Iteration 19Q (46541.840000 sec): 3 clusters
  Score: Raw -118025.871354 + Penalty 2352.978092 = -115672.893262
  nChanged 3
		SP:Iteration 20F (46541.870000 sec): 3 clusters
  Score: Raw -118027.959592 + Penalty 2352.978092 = -115674.981499
  nChanged 2
		SP:Iteration 21Q (46541.890000 sec): 3 clusters
  Score: Raw -118029.889660 + Penalty 2352.978092 = -115676.911568
  nChanged 1
		SP:Iteration 22Q (46541.920000 sec): 3 clusters
  Score: Raw -118030.652414 + Penalty 2352.978092 = -115677.674321
  nChanged 0
		SP:Iteration 23F (46541.950000 sec): 3 clusters
  Score: Raw -118030.652414 + Penalty 2352.978092 = -115677.674321
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 42 (1521 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46542.010000 sec): 2 clusters
  Score: Raw -111334.780046 + Penalty 1190.657535 = -110144.122511
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46542.040000 sec): 3 clusters
  Score: Raw -110766.711525 + Penalty 2381.315070 = -108385.396455
  nChanged 515
		SP:Iteration 1F (46542.070000 sec): 3 clusters
  Score: Raw -111192.189548 + Penalty 2381.315070 = -108810.874478
  nChanged 139
		SP:Iteration 2F (46542.100000 sec): 3 clusters
  Score: Raw -111365.248749 + Penalty 2381.315070 = -108983.933679
  nChanged 96
		SP:Iteration 3F (46542.130000 sec): 3 clusters
  Score: Raw -111470.704667 + Penalty 2381.315070 = -109089.389597
  nChanged 63
		SP:Iteration 4Q (46542.160000 sec): 3 clusters
  Score: Raw -111546.577046 + Penalty 2381.315070 = -109165.261976
  nChanged 57
		SP:Iteration 5Q (46542.190000 sec): 3 clusters
  Score: Raw -111628.984778 + Penalty 2381.315070 = -109247.669708
  nChanged 48
		SP:Iteration 6Q (46542.220000 sec): 3 clusters
  Score: Raw -111682.709235 + Penalty 2381.315070 = -109301.394166
  nChanged 40
		SP:Iteration 7Q (46542.250000 sec): 3 clusters
  Score: Raw -111738.727718 + Penalty 2381.315070 = -109357.412648
  nChanged 40
		SP:Iteration 8Q (46542.280000 sec): 3 clusters
  Score: Raw -111777.710039 + Penalty 2381.315070 = -109396.394969
  nChanged 28
		SP:Iteration 9Q (46542.310000 sec): 3 clusters
  Score: Raw -111809.232413 + Penalty 2381.315070 = -109427.917343
  nChanged 29
		SP:Iteration 10Q (46542.340000 sec): 3 clusters
  Score: Raw -111838.552233 + Penalty 2381.315070 = -109457.237163
  nChanged 26
		SP:Iteration 11Q (46542.370000 sec): 3 clusters
  Score: Raw -111866.850939 + Penalty 2381.315070 = -109485.535869
  nChanged 16
		SP:Iteration 12Q (46542.400000 sec): 3 clusters
  Score: Raw -111879.486752 + Penalty 2381.315070 = -109498.171682
  nChanged 14
		SP:Iteration 13Q (46542.430000 sec): 3 clusters
  Score: Raw -111892.690668 + Penalty 2381.315070 = -109511.375599
  nChanged 7
		SP:Iteration 14Q (46542.460000 sec): 3 clusters
  Score: Raw -111900.034495 + Penalty 2381.315070 = -109518.719425
  nChanged 3
		SP:Iteration 15Q (46542.490000 sec): 3 clusters
  Score: Raw -111902.317437 + Penalty 2381.315070 = -109521.002367
  nChanged 2
		SP:Iteration 16Q (46542.520000 sec): 3 clusters
  Score: Raw -111904.362347 + Penalty 2381.315070 = -109523.047277
  nChanged 2
		SP:Iteration 17Q (46542.550000 sec): 3 clusters
  Score: Raw -111905.770905 + Penalty 2381.315070 = -109524.455835
  nChanged 0
		SP:Iteration 18F (46542.580000 sec): 3 clusters
  Score: Raw -111905.770905 + Penalty 2381.315070 = -109524.455835
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 43 (1735 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46542.640000 sec): 2 clusters
  Score: Raw -146323.345084 + Penalty 1212.048938 = -145111.296146
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46542.680000 sec): 3 clusters
  Score: Raw -145627.111952 + Penalty 2424.097875 = -143203.014077
  nChanged 573
		SP:Iteration 1F (46542.710000 sec): 3 clusters
  Score: Raw -146056.941103 + Penalty 2424.097875 = -143632.843228
  nChanged 155
		SP:Iteration 2F (46542.750000 sec): 3 clusters
  Score: Raw -146208.549639 + Penalty 2424.097875 = -143784.451764
  nChanged 98
		SP:Iteration 3F (46542.780000 sec): 3 clusters
  Score: Raw -146314.580708 + Penalty 2424.097875 = -143890.482833
  nChanged 84
		SP:Iteration 4Q (46542.810000 sec): 3 clusters
  Score: Raw -146396.252889 + Penalty 2424.097875 = -143972.155014
  nChanged 70
		SP:Iteration 5Q (46542.850000 sec): 3 clusters
  Score: Raw -146466.795518 + Penalty 2424.097875 = -144042.697643
  nChanged 71
		SP:Iteration 6Q (46542.890000 sec): 3 clusters
  Score: Raw -146516.720497 + Penalty 2424.097875 = -144092.622622
  nChanged 34
		SP:Iteration 7Q (46542.920000 sec): 3 clusters
  Score: Raw -146541.810291 + Penalty 2424.097875 = -144117.712416
  nChanged 31
		SP:Iteration 8Q (46542.950000 sec): 3 clusters
  Score: Raw -146566.356273 + Penalty 2424.097875 = -144142.258398
  nChanged 39
		SP:Iteration 9Q (46542.990000 sec): 3 clusters
  Score: Raw -146604.433851 + Penalty 2424.097875 = -144180.335976
  nChanged 30
		SP:Iteration 10Q (46543.020000 sec): 3 clusters
  Score: Raw -146633.403979 + Penalty 2424.097875 = -144209.306104
  nChanged 37
		SP:Iteration 11Q (46543.060000 sec): 3 clusters
  Score: Raw -146661.918452 + Penalty 2424.097875 = -144237.820577
  nChanged 26
		SP:Iteration 12Q (46543.090000 sec): 3 clusters
  Score: Raw -146678.400307 + Penalty 2424.097875 = -144254.302432
  nChanged 24
		SP:Iteration 13Q (46543.120000 sec): 3 clusters
  Score: Raw -146696.775445 + Penalty 2424.097875 = -144272.677570
  nChanged 21
		SP:Iteration 14Q (46543.150000 sec): 3 clusters
  Score: Raw -146716.811861 + Penalty 2424.097875 = -144292.713986
  nChanged 21
		SP:Iteration 15Q (46543.190000 sec): 3 clusters
  Score: Raw -146734.474403 + Penalty 2424.097875 = -144310.376528
  nChanged 18
		SP:Iteration 16Q (46543.220000 sec): 3 clusters
  Score: Raw -146749.312086 + Penalty 2424.097875 = -144325.214211
  nChanged 11
		SP:Iteration 17Q (46543.260000 sec): 3 clusters
  Score: Raw -146755.852039 + Penalty 2424.097875 = -144331.754164
  nChanged 5
		SP:Iteration 18Q (46543.290000 sec): 3 clusters
  Score: Raw -146759.601360 + Penalty 2424.097875 = -144335.503485
  nChanged 7
		SP:Iteration 19Q (46543.330000 sec): 3 clusters
  Score: Raw -146764.348649 + Penalty 2424.097875 = -144340.250774
  nChanged 5
		SP:Iteration 20F (46543.360000 sec): 3 clusters
  Score: Raw -146767.788285 + Penalty 2424.097875 = -144343.690410
  nChanged 3
		SP:Iteration 21Q (46543.390000 sec): 3 clusters
  Score: Raw -146769.374716 + Penalty 2424.097875 = -144345.276841
  nChanged 3
		SP:Iteration 22Q (46543.430000 sec): 3 clusters
  Score: Raw -146772.033272 + Penalty 2424.097875 = -144347.935397
  nChanged 2
		SP:Iteration 23Q (46543.460000 sec): 3 clusters
  Score: Raw -146775.104917 + Penalty 2424.097875 = -144351.007042
  nChanged 4
		SP:Iteration 24Q (46543.490000 sec): 3 clusters
  Score: Raw -146780.866263 + Penalty 2424.097875 = -144356.768388
  nChanged 4
		SP:Iteration 25Q (46543.530000 sec): 3 clusters
  Score: Raw -146784.419034 + Penalty 2424.097875 = -144360.321159
  nChanged 4
		SP:Iteration 26Q (46543.560000 sec): 3 clusters
  Score: Raw -146787.702562 + Penalty 2424.097875 = -144363.604687
  nChanged 4
		SP:Iteration 27Q (46543.590000 sec): 3 clusters
  Score: Raw -146791.211750 + Penalty 2424.097875 = -144367.113875
  nChanged 9
		SP:Iteration 28Q (46543.630000 sec): 3 clusters
  Score: Raw -146799.550368 + Penalty 2424.097875 = -144375.452493
  nChanged 10
		SP:Iteration 29Q (46543.660000 sec): 3 clusters
  Score: Raw -146808.127632 + Penalty 2424.097875 = -144384.029757
  nChanged 10
		SP:Iteration 30Q (46543.690000 sec): 3 clusters
  Score: Raw -146816.591678 + Penalty 2424.097875 = -144392.493803
  nChanged 8
		SP:Iteration 31Q (46543.730000 sec): 3 clusters
  Score: Raw -146823.991934 + Penalty 2424.097875 = -144399.894059
  nChanged 8
		SP:Iteration 32Q (46543.760000 sec): 3 clusters
  Score: Raw -146830.539096 + Penalty 2424.097875 = -144406.441221
  nChanged 5
		SP:Iteration 33Q (46543.790000 sec): 3 clusters
  Score: Raw -146833.908075 + Penalty 2424.097875 = -144409.810200
  nChanged 4
		SP:Iteration 34Q (46543.830000 sec): 3 clusters
  Score: Raw -146836.520244 + Penalty 2424.097875 = -144412.422369
  nChanged 1
		SP:Iteration 35Q (46543.860000 sec): 3 clusters
  Score: Raw -146837.137338 + Penalty 2424.097875 = -144413.039463
  nChanged 1
		SP:Iteration 36Q (46543.890000 sec): 3 clusters
  Score: Raw -146837.783792 + Penalty 2424.097875 = -144413.685917
  nChanged 1
		SP:Iteration 37Q (46543.930000 sec): 3 clusters
  Score: Raw -146838.567142 + Penalty 2424.097875 = -144414.469267
  nChanged 0
		SP:Iteration 38F (46543.960000 sec): 3 clusters
  Score: Raw -146838.567142 + Penalty 2424.097875 = -144414.469267
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 44 (1938 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46544.030000 sec): 2 clusters
  Score: Raw -161655.791504 + Penalty 1230.029416 = -160425.762088
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46544.070000 sec): 3 clusters
  Score: Raw -160858.128328 + Penalty 2460.058833 = -158398.069495
  nChanged 672
		SP:Iteration 1F (46544.100000 sec): 3 clusters
  Score: Raw -161329.743772 + Penalty 2460.058833 = -158869.684940
  nChanged 170
		SP:Iteration 2F (46544.140000 sec): 3 clusters
  Score: Raw -161469.043724 + Penalty 2460.058833 = -159008.984891
  nChanged 103
		SP:Iteration 3F (46544.180000 sec): 3 clusters
  Score: Raw -161570.798572 + Penalty 2460.058833 = -159110.739739
  nChanged 72
		SP:Iteration 4Q (46544.210000 sec): 3 clusters
  Score: Raw -161640.266496 + Penalty 2460.058833 = -159180.207664
  nChanged 67
		SP:Iteration 5Q (46544.250000 sec): 3 clusters
  Score: Raw -161689.352923 + Penalty 2460.058833 = -159229.294090
  nChanged 60
		SP:Iteration 6Q (46544.290000 sec): 3 clusters
  Score: Raw -161731.530006 + Penalty 2460.058833 = -159271.471174
  nChanged 47
		SP:Iteration 7Q (46544.330000 sec): 3 clusters
  Score: Raw -161780.736519 + Penalty 2460.058833 = -159320.677686
  nChanged 44
		SP:Iteration 8Q (46544.370000 sec): 3 clusters
  Score: Raw -161828.741671 + Penalty 2460.058833 = -159368.682838
  nChanged 48
		SP:Iteration 9Q (46544.410000 sec): 3 clusters
  Score: Raw -161863.537249 + Penalty 2460.058833 = -159403.478416
  nChanged 35
		SP:Iteration 10Q (46544.440000 sec): 3 clusters
  Score: Raw -161890.635331 + Penalty 2460.058833 = -159430.576498
  nChanged 34
		SP:Iteration 11Q (46544.490000 sec): 3 clusters
  Score: Raw -161916.865163 + Penalty 2460.058833 = -159456.806330
  nChanged 26
		SP:Iteration 12Q (46544.520000 sec): 3 clusters
  Score: Raw -161931.765234 + Penalty 2460.058833 = -159471.706401
  nChanged 24
		SP:Iteration 13Q (46544.560000 sec): 3 clusters
  Score: Raw -161945.459870 + Penalty 2460.058833 = -159485.401038
  nChanged 17
		SP:Iteration 14Q (46544.600000 sec): 3 clusters
  Score: Raw -161953.454916 + Penalty 2460.058833 = -159493.396083
  nChanged 16
		SP:Iteration 15Q (46544.640000 sec): 3 clusters
  Score: Raw -161961.216664 + Penalty 2460.058833 = -159501.157832
  nChanged 8
		SP:Iteration 16Q (46544.680000 sec): 3 clusters
  Score: Raw -161966.122195 + Penalty 2460.058833 = -159506.063362
  nChanged 8
		SP:Iteration 17Q (46544.720000 sec): 3 clusters
  Score: Raw -161972.891417 + Penalty 2460.058833 = -159512.832584
  nChanged 13
		SP:Iteration 18Q (46544.750000 sec): 3 clusters
  Score: Raw -161982.050502 + Penalty 2460.058833 = -159521.991670
  nChanged 11
		SP:Iteration 19Q (46544.790000 sec): 3 clusters
  Score: Raw -161987.611242 + Penalty 2460.058833 = -159527.552410
  nChanged 10
		SP:Iteration 20F (46544.830000 sec): 3 clusters
  Score: Raw -161994.233394 + Penalty 2460.058833 = -159534.174562
  nChanged 7
		SP:Iteration 21Q (46544.860000 sec): 3 clusters
  Score: Raw -161999.089569 + Penalty 2460.058833 = -159539.030737
  nChanged 6
		SP:Iteration 22Q (46544.900000 sec): 3 clusters
  Score: Raw -162005.233098 + Penalty 2460.058833 = -159545.174265
  nChanged 10
		SP:Iteration 23Q (46544.940000 sec): 3 clusters
  Score: Raw -162021.993673 + Penalty 2460.058833 = -159561.934841
  nChanged 13
		SP:Iteration 24Q (46544.980000 sec): 3 clusters
  Score: Raw -162030.209422 + Penalty 2460.058833 = -159570.150590
  nChanged 9
		SP:Iteration 25Q (46545.020000 sec): 3 clusters
  Score: Raw -162034.059658 + Penalty 2460.058833 = -159574.000825
  nChanged 9
		SP:Iteration 26Q (46545.050000 sec): 3 clusters
  Score: Raw -162038.431839 + Penalty 2460.058833 = -159578.373007
  nChanged 8
		SP:Iteration 27Q (46545.090000 sec): 3 clusters
  Score: Raw -162043.615137 + Penalty 2460.058833 = -159583.556304
  nChanged 5
		SP:Iteration 28Q (46545.130000 sec): 3 clusters
  Score: Raw -162045.955579 + Penalty 2460.058833 = -159585.896747
  nChanged 3
		SP:Iteration 29Q (46545.170000 sec): 3 clusters
  Score: Raw -162048.212936 + Penalty 2460.058833 = -159588.154104
  nChanged 4
		SP:Iteration 30Q (46545.200000 sec): 3 clusters
  Score: Raw -162054.143745 + Penalty 2460.058833 = -159594.084912
  nChanged 4
		SP:Iteration 31Q (46545.240000 sec): 3 clusters
  Score: Raw -162056.236761 + Penalty 2460.058833 = -159596.177929
  nChanged 2
		SP:Iteration 32Q (46545.280000 sec): 3 clusters
  Score: Raw -162057.047222 + Penalty 2460.058833 = -159596.988390
  nChanged 1
		SP:Iteration 33Q (46545.320000 sec): 3 clusters
  Score: Raw -162057.244257 + Penalty 2460.058833 = -159597.185425
  nChanged 2
		SP:Iteration 34Q (46545.360000 sec): 3 clusters
  Score: Raw -162058.574399 + Penalty 2460.058833 = -159598.515566
  nChanged 5
		SP:Iteration 35Q (46545.390000 sec): 3 clusters
  Score: Raw -162059.934195 + Penalty 2460.058833 = -159599.875362
  nChanged 0
		SP:Iteration 36F (46545.430000 sec): 3 clusters
  Score: Raw -162059.934195 + Penalty 2460.058833 = -159599.875362
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 45 (5457 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46545.510000 sec): 2 clusters
  Score: Raw -516484.729050 + Penalty 1398.256351 = -515086.472700
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46545.620000 sec): 3 clusters
  Score: Raw -513535.707901 + Penalty 2796.512702 = -510739.195199
  nChanged 2274
		SP:Iteration 1F (46545.710000 sec): 3 clusters
  Score: Raw -514894.230681 + Penalty 2796.512702 = -512097.717979
  nChanged 415
		SP:Iteration 2F (46545.810000 sec): 3 clusters
  Score: Raw -515116.697123 + Penalty 2796.512702 = -512320.184421
  nChanged 307
		SP:Iteration 3F (46545.910000 sec): 3 clusters
  Score: Raw -515292.259977 + Penalty 2796.512702 = -512495.747275
  nChanged 269
		SP:Iteration 4Q (46546.010000 sec): 3 clusters
  Score: Raw -515444.802884 + Penalty 2796.512702 = -512648.290182
  nChanged 238
		SP:Iteration 5Q (46546.110000 sec): 3 clusters
  Score: Raw -515577.579495 + Penalty 2796.512702 = -512781.066794
  nChanged 200
		SP:Iteration 6Q (46546.210000 sec): 3 clusters
  Score: Raw -515672.782119 + Penalty 2796.512702 = -512876.269417
  nChanged 161
		SP:Iteration 7Q (46546.310000 sec): 3 clusters
  Score: Raw -515761.558821 + Penalty 2796.512702 = -512965.046119
  nChanged 143
		SP:Iteration 8Q (46546.410000 sec): 3 clusters
  Score: Raw -515842.887632 + Penalty 2796.512702 = -513046.374930
  nChanged 150
		SP:Iteration 9Q (46546.510000 sec): 3 clusters
  Score: Raw -515946.679455 + Penalty 2796.512702 = -513150.166753
  nChanged 168
		SP:Iteration 10Q (46546.610000 sec): 3 clusters
  Score: Raw -516069.357647 + Penalty 2796.512702 = -513272.844945
  nChanged 166
		SP:Iteration 11Q (46546.710000 sec): 3 clusters
  Score: Raw -516208.095934 + Penalty 2796.512702 = -513411.583232
  nChanged 167
		SP:Iteration 12Q (46546.810000 sec): 3 clusters
  Score: Raw -516354.020339 + Penalty 2796.512702 = -513557.507637
  nChanged 159
		SP:Iteration 13Q (46546.900000 sec): 3 clusters
  Score: Raw -516474.086109 + Penalty 2796.512702 = -513677.573407
  nChanged 149
		SP:Iteration 14Q (46547.000000 sec): 3 clusters
  Score: Raw -516589.925767 + Penalty 2796.512702 = -513793.413065
  nChanged 113
		SP:Iteration 15Q (46547.090000 sec): 3 clusters
  Score: Raw -516674.334082 + Penalty 2796.512702 = -513877.821381
  nChanged 98
		SP:Iteration 16Q (46547.190000 sec): 3 clusters
  Score: Raw -516731.682443 + Penalty 2796.512702 = -513935.169741
  nChanged 66
		SP:Iteration 17Q (46547.280000 sec): 3 clusters
  Score: Raw -516769.822732 + Penalty 2796.512702 = -513973.310030
  nChanged 50
		SP:Iteration 18Q (46547.380000 sec): 3 clusters
  Score: Raw -516798.323501 + Penalty 2796.512702 = -514001.810799
  nChanged 45
		SP:Iteration 19Q (46547.480000 sec): 3 clusters
  Score: Raw -516824.688124 + Penalty 2796.512702 = -514028.175422
  nChanged 46
		SP:Iteration 20F (46547.570000 sec): 3 clusters
  Score: Raw -516850.737867 + Penalty 2796.512702 = -514054.225165
  nChanged 47
		SP:Iteration 21Q (46547.670000 sec): 3 clusters
  Score: Raw -516877.407902 + Penalty 2796.512702 = -514080.895200
  nChanged 34
		SP:Iteration 22Q (46547.760000 sec): 3 clusters
  Score: Raw -516892.698893 + Penalty 2796.512702 = -514096.186191
  nChanged 27
		SP:Iteration 23Q (46547.860000 sec): 3 clusters
  Score: Raw -516903.338849 + Penalty 2796.512702 = -514106.826147
  nChanged 18
		SP:Iteration 24Q (46547.950000 sec): 3 clusters
  Score: Raw -516910.062080 + Penalty 2796.512702 = -514113.549378
  nChanged 13
		SP:Iteration 25Q (46548.050000 sec): 3 clusters
  Score: Raw -516914.806240 + Penalty 2796.512702 = -514118.293538
  nChanged 10
		SP:Iteration 26Q (46548.140000 sec): 3 clusters
  Score: Raw -516918.259375 + Penalty 2796.512702 = -514121.746673
  nChanged 9
		SP:Iteration 27Q (46548.230000 sec): 3 clusters
  Score: Raw -516922.383037 + Penalty 2796.512702 = -514125.870335
  nChanged 8
		SP:Iteration 28Q (46548.330000 sec): 3 clusters
  Score: Raw -516924.773133 + Penalty 2796.512702 = -514128.260432
  nChanged 3
		SP:Iteration 29Q (46548.420000 sec): 3 clusters
  Score: Raw -516925.607726 + Penalty 2796.512702 = -514129.095024
  nChanged 0
		SP:Iteration 30F (46548.520000 sec): 3 clusters
  Score: Raw -516925.607726 + Penalty 2796.512702 = -514129.095024
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 46 (2732 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46548.590000 sec): 2 clusters
  Score: Raw -251176.244693 + Penalty 1285.828248 = -249890.416445
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46548.650000 sec): 3 clusters
  Score: Raw -249908.670142 + Penalty 2571.656497 = -247337.013645
  nChanged 986
		SP:Iteration 1F (46548.700000 sec): 3 clusters
  Score: Raw -250504.473296 + Penalty 2571.656497 = -247932.816799
  nChanged 238
		SP:Iteration 2F (46548.750000 sec): 3 clusters
  Score: Raw -250659.145696 + Penalty 2571.656497 = -248087.489200
  nChanged 153
		SP:Iteration 3F (46548.800000 sec): 3 clusters
  Score: Raw -250755.502363 + Penalty 2571.656497 = -248183.845867
  nChanged 114
		SP:Iteration 4Q (46548.860000 sec): 3 clusters
  Score: Raw -250828.679799 + Penalty 2571.656497 = -248257.023302
  nChanged 92
		SP:Iteration 5Q (46548.910000 sec): 3 clusters
  Score: Raw -250899.959509 + Penalty 2571.656497 = -248328.303012
  nChanged 87
		SP:Iteration 6Q (46548.970000 sec): 3 clusters
  Score: Raw -250957.541635 + Penalty 2571.656497 = -248385.885138
  nChanged 72
		SP:Iteration 7Q (46549.020000 sec): 3 clusters
  Score: Raw -251000.138867 + Penalty 2571.656497 = -248428.482371
  nChanged 54
		SP:Iteration 8Q (46549.070000 sec): 3 clusters
  Score: Raw -251029.591763 + Penalty 2571.656497 = -248457.935266
  nChanged 44
		SP:Iteration 9Q (46549.130000 sec): 3 clusters
  Score: Raw -251050.077728 + Penalty 2571.656497 = -248478.421231
  nChanged 32
		SP:Iteration 10Q (46549.180000 sec): 3 clusters
  Score: Raw -251068.453561 + Penalty 2571.656497 = -248496.797065
  nChanged 31
		SP:Iteration 11Q (46549.230000 sec): 3 clusters
  Score: Raw -251087.222591 + Penalty 2571.656497 = -248515.566094
  nChanged 36
		SP:Iteration 12Q (46549.290000 sec): 3 clusters
  Score: Raw -251101.949468 + Penalty 2571.656497 = -248530.292971
  nChanged 37
		SP:Iteration 13Q (46549.340000 sec): 3 clusters
  Score: Raw -251118.599175 + Penalty 2571.656497 = -248546.942679
  nChanged 26
		SP:Iteration 14Q (46549.400000 sec): 3 clusters
  Score: Raw -251128.918179 + Penalty 2571.656497 = -248557.261682
  nChanged 23
		SP:Iteration 15Q (46549.450000 sec): 3 clusters
  Score: Raw -251139.966955 + Penalty 2571.656497 = -248568.310459
  nChanged 22
		SP:Iteration 16Q (46549.500000 sec): 3 clusters
  Score: Raw -251150.357331 + Penalty 2571.656497 = -248578.700834
  nChanged 23
		SP:Iteration 17Q (46549.560000 sec): 3 clusters
  Score: Raw -251160.787593 + Penalty 2571.656497 = -248589.131096
  nChanged 20
		SP:Iteration 18Q (46549.610000 sec): 3 clusters
  Score: Raw -251170.455072 + Penalty 2571.656497 = -248598.798576
  nChanged 18
		SP:Iteration 19Q (46549.660000 sec): 3 clusters
  Score: Raw -251179.754195 + Penalty 2571.656497 = -248608.097699
  nChanged 21
		SP:Iteration 20F (46549.720000 sec): 3 clusters
  Score: Raw -251189.551702 + Penalty 2571.656497 = -248617.895206
  nChanged 21
		SP:Iteration 21Q (46549.770000 sec): 3 clusters
  Score: Raw -251198.150012 + Penalty 2571.656497 = -248626.493515
  nChanged 12
		SP:Iteration 22Q (46549.820000 sec): 3 clusters
  Score: Raw -251204.714757 + Penalty 2571.656497 = -248633.058260
  nChanged 15
		SP:Iteration 23Q (46549.880000 sec): 3 clusters
  Score: Raw -251210.907914 + Penalty 2571.656497 = -248639.251417
  nChanged 19
		SP:Iteration 24Q (46549.930000 sec): 3 clusters
  Score: Raw -251217.361961 + Penalty 2571.656497 = -248645.705464
  nChanged 15
		SP:Iteration 25Q (46549.980000 sec): 3 clusters
  Score: Raw -251223.671443 + Penalty 2571.656497 = -248652.014946
  nChanged 11
		SP:Iteration 26Q (46550.030000 sec): 3 clusters
  Score: Raw -251229.466664 + Penalty 2571.656497 = -248657.810168
  nChanged 13
		SP:Iteration 27Q (46550.090000 sec): 3 clusters
  Score: Raw -251234.692428 + Penalty 2571.656497 = -248663.035931
  nChanged 8
		SP:Iteration 28Q (46550.140000 sec): 3 clusters
  Score: Raw -251237.086749 + Penalty 2571.656497 = -248665.430252
  nChanged 1
		SP:Iteration 29Q (46550.190000 sec): 3 clusters
  Score: Raw -251237.323270 + Penalty 2571.656497 = -248665.666773
  nChanged 0
		SP:Iteration 30F (46550.240000 sec): 3 clusters
  Score: Raw -251237.323270 + Penalty 2571.656497 = -248665.666773
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 47 (1503 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46550.310000 sec): 2 clusters
  Score: Raw -118230.886296 + Penalty 1188.722988 = -117042.163308
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46550.340000 sec): 3 clusters
  Score: Raw -117673.389527 + Penalty 2377.445977 = -115295.943551
  nChanged 483
		SP:Iteration 1F (46550.370000 sec): 3 clusters
  Score: Raw -118052.883446 + Penalty 2377.445977 = -115675.437469
  nChanged 135
		SP:Iteration 2F (46550.400000 sec): 3 clusters
  Score: Raw -118202.478672 + Penalty 2377.445977 = -115825.032695
  nChanged 101
		SP:Iteration 3F (46550.430000 sec): 3 clusters
  Score: Raw -118340.141117 + Penalty 2377.445977 = -115962.695141
  nChanged 73
		SP:Iteration 4Q (46550.460000 sec): 3 clusters
  Score: Raw -118417.127818 + Penalty 2377.445977 = -116039.681842
  nChanged 55
		SP:Iteration 5Q (46550.490000 sec): 3 clusters
  Score: Raw -118476.127754 + Penalty 2377.445977 = -116098.681777
  nChanged 37
		SP:Iteration 6Q (46550.520000 sec): 3 clusters
  Score: Raw -118509.754755 + Penalty 2377.445977 = -116132.308779
  nChanged 38
		SP:Iteration 7Q (46550.550000 sec): 3 clusters
  Score: Raw -118541.742630 + Penalty 2377.445977 = -116164.296653
  nChanged 36
		SP:Iteration 8Q (46550.580000 sec): 3 clusters
  Score: Raw -118576.230607 + Penalty 2377.445977 = -116198.784630
  nChanged 37
		SP:Iteration 9Q (46550.600000 sec): 3 clusters
  Score: Raw -118608.155678 + Penalty 2377.445977 = -116230.709701
  nChanged 41
		SP:Iteration 10Q (46550.640000 sec): 3 clusters
  Score: Raw -118647.811437 + Penalty 2377.445977 = -116270.365460
  nChanged 43
		SP:Iteration 11Q (46550.660000 sec): 3 clusters
  Score: Raw -118693.738432 + Penalty 2377.445977 = -116316.292455
  nChanged 40
		SP:Iteration 12Q (46550.690000 sec): 3 clusters
  Score: Raw -118736.779140 + Penalty 2377.445977 = -116359.333164
  nChanged 37
		SP:Iteration 13Q (46550.720000 sec): 3 clusters
  Score: Raw -118784.378426 + Penalty 2377.445977 = -116406.932449
  nChanged 26
		SP:Iteration 14Q (46550.750000 sec): 3 clusters
  Score: Raw -118814.641341 + Penalty 2377.445977 = -116437.195364
  nChanged 25
		SP:Iteration 15Q (46550.780000 sec): 3 clusters
  Score: Raw -118840.713132 + Penalty 2377.445977 = -116463.267155
  nChanged 25
		SP:Iteration 16Q (46550.810000 sec): 3 clusters
  Score: Raw -118867.657446 + Penalty 2377.445977 = -116490.211469
  nChanged 14
		SP:Iteration 17Q (46550.840000 sec): 3 clusters
  Score: Raw -118881.102234 + Penalty 2377.445977 = -116503.656258
  nChanged 8
		SP:Iteration 18Q (46550.870000 sec): 3 clusters
  Score: Raw -118887.495342 + Penalty 2377.445977 = -116510.049366
  nChanged 7
		SP:Iteration 19Q (46550.900000 sec): 3 clusters
  Score: Raw -118894.976472 + Penalty 2377.445977 = -116517.530495
  nChanged 10
		SP:Iteration 20F (46550.930000 sec): 3 clusters
  Score: Raw -118903.377706 + Penalty 2377.445977 = -116525.931729
  nChanged 8
		SP:Iteration 21Q (46550.960000 sec): 3 clusters
  Score: Raw -118910.024378 + Penalty 2377.445977 = -116532.578402
  nChanged 3
		SP:Iteration 22Q (46550.980000 sec): 3 clusters
  Score: Raw -118912.368878 + Penalty 2377.445977 = -116534.922902
  nChanged 0
		SP:Iteration 23F (46551.010000 sec): 3 clusters
  Score: Raw -118912.368878 + Penalty 2377.445977 = -116534.922902
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 48 (2664 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46551.080000 sec): 2 clusters
  Score: Raw -214286.644758 + Penalty 1281.732405 = -213004.912353
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46551.140000 sec): 3 clusters
  Score: Raw -213063.762026 + Penalty 2563.464810 = -210500.297216
  nChanged 987
		SP:Iteration 1F (46551.180000 sec): 3 clusters
  Score: Raw -213728.016993 + Penalty 2563.464810 = -211164.552182
  nChanged 246
		SP:Iteration 2F (46551.240000 sec): 3 clusters
  Score: Raw -213997.626324 + Penalty 2563.464810 = -211434.161513
  nChanged 206
		SP:Iteration 3F (46551.290000 sec): 3 clusters
  Score: Raw -214220.322589 + Penalty 2563.464810 = -211656.857779
  nChanged 165
		SP:Iteration 4F (46551.340000 sec): 3 clusters
  Score: Raw -214404.313901 + Penalty 2563.464810 = -211840.849091
  nChanged 134
		SP:Iteration 5F (46551.390000 sec): 3 clusters
  Score: Raw -214530.761586 + Penalty 2563.464810 = -211967.296776
  nChanged 109
		SP:Iteration 6Q (46551.440000 sec): 3 clusters
  Score: Raw -214610.974612 + Penalty 2563.464810 = -212047.509802
  nChanged 78
		SP:Iteration 7Q (46551.490000 sec): 3 clusters
  Score: Raw -214657.430049 + Penalty 2563.464810 = -212093.965238
  nChanged 52
		SP:Iteration 8Q (46551.540000 sec): 3 clusters
  Score: Raw -214686.420219 + Penalty 2563.464810 = -212122.955409
  nChanged 39
		SP:Iteration 9Q (46551.600000 sec): 3 clusters
  Score: Raw -214705.259433 + Penalty 2563.464810 = -212141.794623
  nChanged 28
		SP:Iteration 10Q (46551.650000 sec): 3 clusters
  Score: Raw -214719.871181 + Penalty 2563.464810 = -212156.406371
  nChanged 27
		SP:Iteration 11Q (46551.700000 sec): 3 clusters
  Score: Raw -214730.508307 + Penalty 2563.464810 = -212167.043497
  nChanged 19
		SP:Iteration 12Q (46551.750000 sec): 3 clusters
  Score: Raw -214740.687699 + Penalty 2563.464810 = -212177.222889
  nChanged 17
		SP:Iteration 13Q (46551.800000 sec): 3 clusters
  Score: Raw -214748.143669 + Penalty 2563.464810 = -212184.678859
  nChanged 17
		SP:Iteration 14Q (46551.860000 sec): 3 clusters
  Score: Raw -214756.283407 + Penalty 2563.464810 = -212192.818597
  nChanged 15
		SP:Iteration 15Q (46551.900000 sec): 3 clusters
  Score: Raw -214763.885530 + Penalty 2563.464810 = -212200.420720
  nChanged 13
		SP:Iteration 16Q (46551.950000 sec): 3 clusters
  Score: Raw -214769.016705 + Penalty 2563.464810 = -212205.551894
  nChanged 14
		SP:Iteration 17Q (46552.000000 sec): 3 clusters
  Score: Raw -214775.215630 + Penalty 2563.464810 = -212211.750819
  nChanged 9
		SP:Iteration 18Q (46552.060000 sec): 3 clusters
  Score: Raw -214779.152962 + Penalty 2563.464810 = -212215.688151
  nChanged 7
		SP:Iteration 19Q (46552.110000 sec): 3 clusters
  Score: Raw -214781.878132 + Penalty 2563.464810 = -212218.413322
  nChanged 7
		SP:Iteration 20F (46552.160000 sec): 3 clusters
  Score: Raw -214783.604668 + Penalty 2563.464810 = -212220.139858
  nChanged 7
		SP:Iteration 21Q (46552.210000 sec): 3 clusters
  Score: Raw -214787.072006 + Penalty 2563.464810 = -212223.607196
  nChanged 7
		SP:Iteration 22Q (46552.260000 sec): 3 clusters
  Score: Raw -214789.248280 + Penalty 2563.464810 = -212225.783470
  nChanged 7
		SP:Iteration 23Q (46552.310000 sec): 3 clusters
  Score: Raw -214791.151851 + Penalty 2563.464810 = -212227.687041
  nChanged 5
		SP:Iteration 24Q (46552.360000 sec): 3 clusters
  Score: Raw -214793.341690 + Penalty 2563.464810 = -212229.876880
  nChanged 6
		SP:Iteration 25Q (46552.420000 sec): 3 clusters
  Score: Raw -214796.201756 + Penalty 2563.464810 = -212232.736946
  nChanged 6
		SP:Iteration 26Q (46552.470000 sec): 3 clusters
  Score: Raw -214798.356163 + Penalty 2563.464810 = -212234.891353
  nChanged 10
		SP:Iteration 27Q (46552.520000 sec): 3 clusters
  Score: Raw -214803.332645 + Penalty 2563.464810 = -212239.867834
  nChanged 13
		SP:Iteration 28Q (46552.570000 sec): 3 clusters
  Score: Raw -214808.961164 + Penalty 2563.464810 = -212245.496354
  nChanged 15
		SP:Iteration 29Q (46552.620000 sec): 3 clusters
  Score: Raw -214815.895994 + Penalty 2563.464810 = -212252.431184
  nChanged 15
		SP:Iteration 30Q (46552.670000 sec): 3 clusters
  Score: Raw -214821.661167 + Penalty 2563.464810 = -212258.196357
  nChanged 14
		SP:Iteration 31Q (46552.720000 sec): 3 clusters
  Score: Raw -214829.309602 + Penalty 2563.464810 = -212265.844792
  nChanged 25
		SP:Iteration 32Q (46552.780000 sec): 3 clusters
  Score: Raw -214845.534821 + Penalty 2563.464810 = -212282.070011
  nChanged 30
		SP:Iteration 33Q (46552.820000 sec): 3 clusters
  Score: Raw -214860.448224 + Penalty 2563.464810 = -212296.983414
  nChanged 20
		SP:Iteration 34Q (46552.880000 sec): 3 clusters
  Score: Raw -214874.823823 + Penalty 2563.464810 = -212311.359012
  nChanged 22
		SP:Iteration 35Q (46552.930000 sec): 3 clusters
  Score: Raw -214889.384027 + Penalty 2563.464810 = -212325.919217
  nChanged 20
		SP:Iteration 36Q (46552.980000 sec): 3 clusters
  Score: Raw -214898.504678 + Penalty 2563.464810 = -212335.039868
  nChanged 16
		SP:Iteration 37Q (46553.030000 sec): 3 clusters
  Score: Raw -214904.517230 + Penalty 2563.464810 = -212341.052420
  nChanged 12
		SP:Iteration 38Q (46553.080000 sec): 3 clusters
  Score: Raw -214907.892572 + Penalty 2563.464810 = -212344.427762
  nChanged 10
		SP:Iteration 39Q (46553.130000 sec): 3 clusters
  Score: Raw -214912.147507 + Penalty 2563.464810 = -212348.682697
  nChanged 5
		SP:Iteration 40F (46553.180000 sec): 3 clusters
  Score: Raw -214914.881698 + Penalty 2563.464810 = -212351.416888
  nChanged 3
		SP:Iteration 41Q (46553.240000 sec): 3 clusters
  Score: Raw -214916.171552 + Penalty 2563.464810 = -212352.706742
  nChanged 6
		SP:Iteration 42Q (46553.290000 sec): 3 clusters
  Score: Raw -214917.716751 + Penalty 2563.464810 = -212354.251940
  nChanged 2
		SP:Iteration 43Q (46553.340000 sec): 3 clusters
  Score: Raw -214918.033933 + Penalty 2563.464810 = -212354.569123
  nChanged 1
		SP:Iteration 44Q (46553.380000 sec): 3 clusters
  Score: Raw -214918.278271 + Penalty 2563.464810 = -212354.813461
  nChanged 1
		SP:Iteration 45Q (46553.440000 sec): 3 clusters
  Score: Raw -214918.686953 + Penalty 2563.464810 = -212355.222142
  nChanged 0
		SP:Iteration 46F (46553.490000 sec): 3 clusters
  Score: Raw -214918.686953 + Penalty 2563.464810 = -212355.222142
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 49 (6378 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46553.580000 sec): 2 clusters
  Score: Raw -574373.928226 + Penalty 1423.599100 = -572950.329126
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46553.690000 sec): 3 clusters
  Score: Raw -570853.410373 + Penalty 2847.198200 = -568006.212172
  nChanged 2666
		SP:Iteration 1F (46553.800000 sec): 3 clusters
  Score: Raw -572378.510590 + Penalty 2847.198200 = -569531.312389
  nChanged 511
		SP:Iteration 2F (46553.910000 sec): 3 clusters
  Score: Raw -572705.020068 + Penalty 2847.198200 = -569857.821868
  nChanged 429
		SP:Iteration 3F (46554.010000 sec): 3 clusters
  Score: Raw -573083.028164 + Penalty 2847.198200 = -570235.829963
  nChanged 462
		SP:Iteration 4F (46554.120000 sec): 3 clusters
  Score: Raw -573512.034579 + Penalty 2847.198200 = -570664.836379
  nChanged 392
		SP:Iteration 5F (46554.220000 sec): 3 clusters
  Score: Raw -573849.868510 + Penalty 2847.198200 = -571002.670309
  nChanged 365
		SP:Iteration 6F (46554.330000 sec): 3 clusters
  Score: Raw -574117.978876 + Penalty 2847.198200 = -571270.780676
  nChanged 351
		SP:Iteration 7F (46554.440000 sec): 3 clusters
  Score: Raw -574346.877851 + Penalty 2847.198200 = -571499.679651
  nChanged 247
		SP:Iteration 8Q (46554.550000 sec): 3 clusters
  Score: Raw -574503.813220 + Penalty 2847.198200 = -571656.615020
  nChanged 207
		SP:Iteration 9Q (46554.660000 sec): 3 clusters
  Score: Raw -574642.168796 + Penalty 2847.198200 = -571794.970596
  nChanged 180
		SP:Iteration 10Q (46554.770000 sec): 3 clusters
  Score: Raw -574764.681272 + Penalty 2847.198200 = -571917.483072
  nChanged 157
		SP:Iteration 11Q (46554.880000 sec): 3 clusters
  Score: Raw -574862.578365 + Penalty 2847.198200 = -572015.380164
  nChanged 113
		SP:Iteration 12Q (46554.990000 sec): 3 clusters
  Score: Raw -574915.866770 + Penalty 2847.198200 = -572068.668570
  nChanged 77
		SP:Iteration 13Q (46555.090000 sec): 3 clusters
  Score: Raw -574950.888737 + Penalty 2847.198200 = -572103.690537
  nChanged 70
		SP:Iteration 14Q (46555.200000 sec): 3 clusters
  Score: Raw -574980.618495 + Penalty 2847.198200 = -572133.420294
  nChanged 69
		SP:Iteration 15Q (46555.310000 sec): 3 clusters
  Score: Raw -575012.645882 + Penalty 2847.198200 = -572165.447682
  nChanged 62
		SP:Iteration 16Q (46555.410000 sec): 3 clusters
  Score: Raw -575041.544886 + Penalty 2847.198200 = -572194.346686
  nChanged 54
		SP:Iteration 17Q (46555.520000 sec): 3 clusters
  Score: Raw -575078.412370 + Penalty 2847.198200 = -572231.214169
  nChanged 63
		SP:Iteration 18Q (46555.630000 sec): 3 clusters
  Score: Raw -575124.668307 + Penalty 2847.198200 = -572277.470106
  nChanged 68
		SP:Iteration 19Q (46555.730000 sec): 3 clusters
  Score: Raw -575177.758326 + Penalty 2847.198200 = -572330.560126
  nChanged 79
		SP:Iteration 20F (46555.840000 sec): 3 clusters
  Score: Raw -575248.801273 + Penalty 2847.198200 = -572401.603073
  nChanged 73
		SP:Iteration 21Q (46555.950000 sec): 3 clusters
  Score: Raw -575310.384028 + Penalty 2847.198200 = -572463.185828
  nChanged 75
		SP:Iteration 22Q (46556.070000 sec): 3 clusters
  Score: Raw -575379.261669 + Penalty 2847.198200 = -572532.063468
  nChanged 59
		SP:Iteration 23Q (46556.180000 sec): 3 clusters
  Score: Raw -575428.512057 + Penalty 2847.198200 = -572581.313857
  nChanged 49
		SP:Iteration 24Q (46556.280000 sec): 3 clusters
  Score: Raw -575461.737898 + Penalty 2847.198200 = -572614.539697
  nChanged 49
		SP:Iteration 25Q (46556.390000 sec): 3 clusters
  Score: Raw -575491.757546 + Penalty 2847.198200 = -572644.559345
  nChanged 38
		SP:Iteration 26Q (46556.500000 sec): 3 clusters
  Score: Raw -575514.711554 + Penalty 2847.198200 = -572667.513354
  nChanged 35
		SP:Iteration 27Q (46556.600000 sec): 3 clusters
  Score: Raw -575535.458720 + Penalty 2847.198200 = -572688.260519
  nChanged 33
		SP:Iteration 28Q (46556.710000 sec): 3 clusters
  Score: Raw -575554.886866 + Penalty 2847.198200 = -572707.688666
  nChanged 31
		SP:Iteration 29Q (46556.820000 sec): 3 clusters
  Score: Raw -575572.356222 + Penalty 2847.198200 = -572725.158021
  nChanged 24
		SP:Iteration 30Q (46556.930000 sec): 3 clusters
  Score: Raw -575583.207494 + Penalty 2847.198200 = -572736.009293
  nChanged 20
		SP:Iteration 31Q (46557.040000 sec): 3 clusters
  Score: Raw -575589.038930 + Penalty 2847.198200 = -572741.840730
  nChanged 8
		SP:Iteration 32Q (46557.140000 sec): 3 clusters
  Score: Raw -575591.372284 + Penalty 2847.198200 = -572744.174084
  nChanged 5
		SP:Iteration 33Q (46557.250000 sec): 3 clusters
  Score: Raw -575592.672881 + Penalty 2847.198200 = -572745.474681
  nChanged 5
		SP:Iteration 34Q (46557.360000 sec): 3 clusters
  Score: Raw -575593.999944 + Penalty 2847.198200 = -572746.801744
  nChanged 6
		SP:Iteration 35Q (46557.470000 sec): 3 clusters
  Score: Raw -575595.072829 + Penalty 2847.198200 = -572747.874629
  nChanged 5
		SP:Iteration 36Q (46557.580000 sec): 3 clusters
  Score: Raw -575596.235319 + Penalty 2847.198200 = -572749.037119
  nChanged 1
		SP:Iteration 37Q (46557.680000 sec): 3 clusters
  Score: Raw -575596.354111 + Penalty 2847.198200 = -572749.155910
  nChanged 1
		SP:Iteration 38Q (46557.790000 sec): 3 clusters
  Score: Raw -575596.482395 + Penalty 2847.198200 = -572749.284195
  nChanged 1
		SP:Iteration 39Q (46557.900000 sec): 3 clusters
  Score: Raw -575596.584811 + Penalty 2847.198200 = -572749.386611
  nChanged 0
		SP:Iteration 40F (46558.010000 sec): 3 clusters
  Score: Raw -575596.584811 + Penalty 2847.198200 = -572749.386611
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 50 (301 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46558.060000 sec): 2 clusters
  Score: Raw -22487.238749 + Penalty 927.405418 = -21559.833331
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46558.070000 sec): 3 clusters
  Score: Raw -22606.128998 + Penalty 1854.810836 = -20751.318162
  nChanged 70
		SP:Iteration 1F (46558.080000 sec): 3 clusters
  Score: Raw -22803.150734 + Penalty 1854.810836 = -20948.339898
  nChanged 19
		SP:Iteration 2F (46558.090000 sec): 3 clusters
  Score: Raw -22872.193376 + Penalty 1854.810836 = -21017.382540
  nChanged 8
		SP:Iteration 3Q (46558.100000 sec): 3 clusters
  Score: Raw -22894.532896 + Penalty 1854.810836 = -21039.722060
  nChanged 4
		SP:Iteration 4Q (46558.100000 sec): 3 clusters
  Score: Raw -22912.863044 + Penalty 1854.810836 = -21058.052208
  nChanged 2
		SP:Iteration 5Q (46558.110000 sec): 3 clusters
  Score: Raw -22916.649363 + Penalty 1854.810836 = -21061.838527
  nChanged 0
		SP:Iteration 6F (46558.120000 sec): 3 clusters
  Score: Raw -22916.649363 + Penalty 1854.810836 = -21061.838527
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 51 (3258 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46558.190000 sec): 2 clusters
  Score: Raw -266466.670076 + Penalty 1314.441178 = -265152.228898
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46558.260000 sec): 3 clusters
  Score: Raw -264905.242368 + Penalty 2628.882356 = -262276.360012
  nChanged 1252
		SP:Iteration 1F (46558.320000 sec): 3 clusters
  Score: Raw -265715.619870 + Penalty 2628.882356 = -263086.737513
  nChanged 264
		SP:Iteration 2F (46558.380000 sec): 3 clusters
  Score: Raw -265935.888464 + Penalty 2628.882356 = -263307.006107
  nChanged 218
		SP:Iteration 3F (46558.450000 sec): 3 clusters
  Score: Raw -266132.849740 + Penalty 2628.882356 = -263503.967384
  nChanged 184
		SP:Iteration 4F (46558.510000 sec): 3 clusters
  Score: Raw -266271.753913 + Penalty 2628.882356 = -263642.871556
  nChanged 146
		SP:Iteration 5Q (46558.570000 sec): 3 clusters
  Score: Raw -266419.430309 + Penalty 2628.882356 = -263790.547952
  nChanged 145
		SP:Iteration 6Q (46558.640000 sec): 3 clusters
  Score: Raw -266588.139172 + Penalty 2628.882356 = -263959.256816
  nChanged 145
		SP:Iteration 7Q (46558.700000 sec): 3 clusters
  Score: Raw -266716.772845 + Penalty 2628.882356 = -264087.890489
  nChanged 111
		SP:Iteration 8Q (46558.760000 sec): 3 clusters
  Score: Raw -266802.773041 + Penalty 2628.882356 = -264173.890684
  nChanged 93
		SP:Iteration 9Q (46558.820000 sec): 3 clusters
  Score: Raw -266869.205145 + Penalty 2628.882356 = -264240.322788
  nChanged 55
		SP:Iteration 10Q (46558.880000 sec): 3 clusters
  Score: Raw -266906.870479 + Penalty 2628.882356 = -264277.988123
  nChanged 35
		SP:Iteration 11Q (46558.950000 sec): 3 clusters
  Score: Raw -266927.499728 + Penalty 2628.882356 = -264298.617371
  nChanged 24
		SP:Iteration 12Q (46559.010000 sec): 3 clusters
  Score: Raw -266943.641370 + Penalty 2628.882356 = -264314.759013
  nChanged 28
		SP:Iteration 13Q (46559.070000 sec): 3 clusters
  Score: Raw -266969.275600 + Penalty 2628.882356 = -264340.393243
  nChanged 26
		SP:Iteration 14Q (46559.130000 sec): 3 clusters
  Score: Raw -266991.019882 + Penalty 2628.882356 = -264362.137526
  nChanged 27
		SP:Iteration 15Q (46559.200000 sec): 3 clusters
  Score: Raw -267008.645586 + Penalty 2628.882356 = -264379.763229
  nChanged 21
		SP:Iteration 16Q (46559.260000 sec): 3 clusters
  Score: Raw -267023.193063 + Penalty 2628.882356 = -264394.310706
  nChanged 16
		SP:Iteration 17Q (46559.320000 sec): 3 clusters
  Score: Raw -267033.320051 + Penalty 2628.882356 = -264404.437695
  nChanged 13
		SP:Iteration 18Q (46559.380000 sec): 3 clusters
  Score: Raw -267041.583109 + Penalty 2628.882356 = -264412.700753
  nChanged 11
		SP:Iteration 19Q (46559.440000 sec): 3 clusters
  Score: Raw -267047.120350 + Penalty 2628.882356 = -264418.237994
  nChanged 12
		SP:Iteration 20F (46559.500000 sec): 3 clusters
  Score: Raw -267054.200750 + Penalty 2628.882356 = -264425.318393
  nChanged 8
		SP:Iteration 21Q (46559.560000 sec): 3 clusters
  Score: Raw -267058.031353 + Penalty 2628.882356 = -264429.148996
  nChanged 3
		SP:Iteration 22Q (46559.630000 sec): 3 clusters
  Score: Raw -267059.148350 + Penalty 2628.882356 = -264430.265994
  nChanged 3
		SP:Iteration 23Q (46559.690000 sec): 3 clusters
  Score: Raw -267060.646633 + Penalty 2628.882356 = -264431.764277
  nChanged 4
		SP:Iteration 24Q (46559.750000 sec): 3 clusters
  Score: Raw -267061.437608 + Penalty 2628.882356 = -264432.555252
  nChanged 2
		SP:Iteration 25Q (46559.810000 sec): 3 clusters
  Score: Raw -267062.533999 + Penalty 2628.882356 = -264433.651643
  nChanged 3
		SP:Iteration 26Q (46559.880000 sec): 3 clusters
  Score: Raw -267063.768386 + Penalty 2628.882356 = -264434.886029
  nChanged 3
		SP:Iteration 27Q (46559.940000 sec): 3 clusters
  Score: Raw -267064.781639 + Penalty 2628.882356 = -264435.899282
  nChanged 0
		SP:Iteration 28F (46560.000000 sec): 3 clusters
  Score: Raw -267064.781639 + Penalty 2628.882356 = -264435.899282
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 52 (1679 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46560.060000 sec): 2 clusters
  Score: Raw -141998.382049 + Penalty 1206.717469 = -140791.664580
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46560.100000 sec): 3 clusters
  Score: Raw -141299.538520 + Penalty 2413.434939 = -138886.103581
  nChanged 578
		SP:Iteration 1F (46560.130000 sec): 3 clusters
  Score: Raw -141722.860602 + Penalty 2413.434939 = -139309.425664
  nChanged 150
		SP:Iteration 2F (46560.160000 sec): 3 clusters
  Score: Raw -141843.454924 + Penalty 2413.434939 = -139430.019986
  nChanged 84
		SP:Iteration 3F (46560.190000 sec): 3 clusters
  Score: Raw -141915.276659 + Penalty 2413.434939 = -139501.841720
  nChanged 64
		SP:Iteration 4Q (46560.230000 sec): 3 clusters
  Score: Raw -141966.078254 + Penalty 2413.434939 = -139552.643316
  nChanged 42
		SP:Iteration 5Q (46560.260000 sec): 3 clusters
  Score: Raw -141994.733979 + Penalty 2413.434939 = -139581.299040
  nChanged 41
		SP:Iteration 6Q (46560.290000 sec): 3 clusters
  Score: Raw -142029.784312 + Penalty 2413.434939 = -139616.349374
  nChanged 48
		SP:Iteration 7Q (46560.330000 sec): 3 clusters
  Score: Raw -142086.701132 + Penalty 2413.434939 = -139673.266194
  nChanged 70
		SP:Iteration 8Q (46560.360000 sec): 3 clusters
  Score: Raw -142192.777405 + Penalty 2413.434939 = -139779.342467
  nChanged 86
		SP:Iteration 9F (46560.390000 sec): 3 clusters
  Score: Raw -142343.629858 + Penalty 2413.434939 = -139930.194920
  nChanged 81
		SP:Iteration 10Q (46560.420000 sec): 3 clusters
  Score: Raw -142514.417111 + Penalty 2413.434939 = -140100.982173
  nChanged 72
		SP:Iteration 11Q (46560.460000 sec): 3 clusters
  Score: Raw -142640.181408 + Penalty 2413.434939 = -140226.746469
  nChanged 64
		SP:Iteration 12Q (46560.490000 sec): 3 clusters
  Score: Raw -142716.425049 + Penalty 2413.434939 = -140302.990110
  nChanged 34
		SP:Iteration 13Q (46560.520000 sec): 3 clusters
  Score: Raw -142742.406083 + Penalty 2413.434939 = -140328.971144
  nChanged 15
		SP:Iteration 14Q (46560.560000 sec): 3 clusters
  Score: Raw -142758.414524 + Penalty 2413.434939 = -140344.979586
  nChanged 19
		SP:Iteration 15Q (46560.590000 sec): 3 clusters
  Score: Raw -142780.389597 + Penalty 2413.434939 = -140366.954659
  nChanged 19
		SP:Iteration 16Q (46560.620000 sec): 3 clusters
  Score: Raw -142797.992281 + Penalty 2413.434939 = -140384.557343
  nChanged 16
		SP:Iteration 17Q (46560.650000 sec): 3 clusters
  Score: Raw -142810.352702 + Penalty 2413.434939 = -140396.917763
  nChanged 14
		SP:Iteration 18Q (46560.680000 sec): 3 clusters
  Score: Raw -142819.778650 + Penalty 2413.434939 = -140406.343711
  nChanged 13
		SP:Iteration 19Q (46560.710000 sec): 3 clusters
  Score: Raw -142828.337410 + Penalty 2413.434939 = -140414.902471
  nChanged 10
		SP:Iteration 20F (46560.750000 sec): 3 clusters
  Score: Raw -142836.658553 + Penalty 2413.434939 = -140423.223615
  nChanged 16
		SP:Iteration 21Q (46560.780000 sec): 3 clusters
  Score: Raw -142849.923508 + Penalty 2413.434939 = -140436.488569
  nChanged 18
		SP:Iteration 22Q (46560.810000 sec): 3 clusters
  Score: Raw -142866.153996 + Penalty 2413.434939 = -140452.719058
  nChanged 12
		SP:Iteration 23Q (46560.840000 sec): 3 clusters
  Score: Raw -142873.878392 + Penalty 2413.434939 = -140460.443453
  nChanged 12
		SP:Iteration 24Q (46560.870000 sec): 3 clusters
  Score: Raw -142880.680182 + Penalty 2413.434939 = -140467.245243
  nChanged 14
		SP:Iteration 25Q (46560.900000 sec): 3 clusters
  Score: Raw -142889.238116 + Penalty 2413.434939 = -140475.803178
  nChanged 12
		SP:Iteration 26Q (46560.940000 sec): 3 clusters
  Score: Raw -142900.274052 + Penalty 2413.434939 = -140486.839113
  nChanged 19
		SP:Iteration 27Q (46560.970000 sec): 3 clusters
  Score: Raw -142920.840294 + Penalty 2413.434939 = -140507.405356
  nChanged 22
		SP:Iteration 28Q (46561.000000 sec): 3 clusters
  Score: Raw -142958.886305 + Penalty 2413.434939 = -140545.451366
  nChanged 29
		SP:Iteration 29Q (46561.030000 sec): 3 clusters
  Score: Raw -143016.627874 + Penalty 2413.434939 = -140603.192935
  nChanged 27
		SP:Iteration 30Q (46561.060000 sec): 3 clusters
  Score: Raw -143065.529064 + Penalty 2413.434939 = -140652.094125
  nChanged 23
		SP:Iteration 31Q (46561.100000 sec): 3 clusters
  Score: Raw -143099.425822 + Penalty 2413.434939 = -140685.990884
  nChanged 16
		SP:Iteration 32Q (46561.120000 sec): 3 clusters
  Score: Raw -143119.257144 + Penalty 2413.434939 = -140705.822206
  nChanged 10
		SP:Iteration 33Q (46561.160000 sec): 3 clusters
  Score: Raw -143128.780244 + Penalty 2413.434939 = -140715.345306
  nChanged 6
		SP:Iteration 34Q (46561.190000 sec): 3 clusters
  Score: Raw -143133.053858 + Penalty 2413.434939 = -140719.618919
  nChanged 3
		SP:Iteration 35Q (46561.220000 sec): 3 clusters
  Score: Raw -143134.226958 + Penalty 2413.434939 = -140720.792019
  nChanged 0
		SP:Iteration 36F (46561.250000 sec): 3 clusters
  Score: Raw -143134.226958 + Penalty 2413.434939 = -140720.792019
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 53 (6131 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46561.330000 sec): 2 clusters
  Score: Raw -529065.353247 + Penalty 1417.180887 = -527648.172360
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46561.450000 sec): 3 clusters
  Score: Raw -525833.909363 + Penalty 2834.361773 = -522999.547590
  nChanged 2516
		SP:Iteration 1F (46561.550000 sec): 3 clusters
  Score: Raw -527190.907347 + Penalty 2834.361773 = -524356.545574
  nChanged 454
		SP:Iteration 2F (46561.660000 sec): 3 clusters
  Score: Raw -527432.644019 + Penalty 2834.361773 = -524598.282246
  nChanged 368
		SP:Iteration 3F (46561.760000 sec): 3 clusters
  Score: Raw -527657.189131 + Penalty 2834.361773 = -524822.827358
  nChanged 366
		SP:Iteration 4F (46561.860000 sec): 3 clusters
  Score: Raw -527907.236926 + Penalty 2834.361773 = -525072.875153
  nChanged 374
		SP:Iteration 5F (46561.970000 sec): 3 clusters
  Score: Raw -528187.376580 + Penalty 2834.361773 = -525353.014807
  nChanged 320
		SP:Iteration 6F (46562.070000 sec): 3 clusters
  Score: Raw -528417.440188 + Penalty 2834.361773 = -525583.078415
  nChanged 285
		SP:Iteration 7Q (46562.180000 sec): 3 clusters
  Score: Raw -528595.292955 + Penalty 2834.361773 = -525760.931182
  nChanged 215
		SP:Iteration 8Q (46562.290000 sec): 3 clusters
  Score: Raw -528718.810871 + Penalty 2834.361773 = -525884.449098
  nChanged 177
		SP:Iteration 9Q (46562.400000 sec): 3 clusters
  Score: Raw -528812.860939 + Penalty 2834.361773 = -525978.499166
  nChanged 156
		SP:Iteration 10Q (46562.500000 sec): 3 clusters
  Score: Raw -528882.050178 + Penalty 2834.361773 = -526047.688405
  nChanged 117
		SP:Iteration 11Q (46562.610000 sec): 3 clusters
  Score: Raw -528942.198766 + Penalty 2834.361773 = -526107.836993
  nChanged 109
		SP:Iteration 12Q (46562.720000 sec): 3 clusters
  Score: Raw -528990.653560 + Penalty 2834.361773 = -526156.291787
  nChanged 83
		SP:Iteration 13Q (46562.830000 sec): 3 clusters
  Score: Raw -529029.392171 + Penalty 2834.361773 = -526195.030398
  nChanged 82
		SP:Iteration 14Q (46562.930000 sec): 3 clusters
  Score: Raw -529064.236312 + Penalty 2834.361773 = -526229.874539
  nChanged 70
		SP:Iteration 15Q (46563.040000 sec): 3 clusters
  Score: Raw -529090.454566 + Penalty 2834.361773 = -526256.092793
  nChanged 36
		SP:Iteration 16Q (46563.150000 sec): 3 clusters
  Score: Raw -529102.756526 + Penalty 2834.361773 = -526268.394753
  nChanged 31
		SP:Iteration 17Q (46563.260000 sec): 3 clusters
  Score: Raw -529112.125925 + Penalty 2834.361773 = -526277.764152
  nChanged 29
		SP:Iteration 18Q (46563.360000 sec): 3 clusters
  Score: Raw -529120.433625 + Penalty 2834.361773 = -526286.071852
  nChanged 18
		SP:Iteration 19Q (46563.470000 sec): 3 clusters
  Score: Raw -529124.436491 + Penalty 2834.361773 = -526290.074718
  nChanged 11
		SP:Iteration 20F (46563.580000 sec): 3 clusters
  Score: Raw -529126.823689 + Penalty 2834.361773 = -526292.461916
  nChanged 10
		SP:Iteration 21Q (46563.680000 sec): 3 clusters
  Score: Raw -529128.819689 + Penalty 2834.361773 = -526294.457916
  nChanged 10
		SP:Iteration 22Q (46563.790000 sec): 3 clusters
  Score: Raw -529131.435330 + Penalty 2834.361773 = -526297.073557
  nChanged 12
		SP:Iteration 23Q (46563.900000 sec): 3 clusters
  Score: Raw -529134.797479 + Penalty 2834.361773 = -526300.435706
  nChanged 9
		SP:Iteration 24Q (46564.000000 sec): 3 clusters
  Score: Raw -529137.865173 + Penalty 2834.361773 = -526303.503400
  nChanged 7
		SP:Iteration 25Q (46564.110000 sec): 3 clusters
  Score: Raw -529139.884350 + Penalty 2834.361773 = -526305.522577
  nChanged 4
		SP:Iteration 26Q (46564.220000 sec): 3 clusters
  Score: Raw -529140.882256 + Penalty 2834.361773 = -526306.520483
  nChanged 5
		SP:Iteration 27Q (46564.320000 sec): 3 clusters
  Score: Raw -529141.676870 + Penalty 2834.361773 = -526307.315097
  nChanged 2
		SP:Iteration 28Q (46564.440000 sec): 3 clusters
  Score: Raw -529142.177993 + Penalty 2834.361773 = -526307.816220
  nChanged 0
		SP:Iteration 29F (46564.550000 sec): 3 clusters
  Score: Raw -529142.177993 + Penalty 2834.361773 = -526307.816220
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 54 (1562 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46564.610000 sec): 2 clusters
  Score: Raw -114065.542158 + Penalty 1194.979879 = -112870.562279
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46564.640000 sec): 3 clusters
  Score: Raw -113450.216285 + Penalty 2389.959757 = -111060.256528
  nChanged 521
		SP:Iteration 1F (46564.670000 sec): 3 clusters
  Score: Raw -113818.838396 + Penalty 2389.959757 = -111428.878638
  nChanged 131
		SP:Iteration 2F (46564.700000 sec): 3 clusters
  Score: Raw -113955.874220 + Penalty 2389.959757 = -111565.914462
  nChanged 84
		SP:Iteration 3F (46564.730000 sec): 3 clusters
  Score: Raw -114057.947171 + Penalty 2389.959757 = -111667.987414
  nChanged 68
		SP:Iteration 4Q (46564.770000 sec): 3 clusters
  Score: Raw -114133.892804 + Penalty 2389.959757 = -111743.933046
  nChanged 62
		SP:Iteration 5Q (46564.800000 sec): 3 clusters
  Score: Raw -114190.111151 + Penalty 2389.959757 = -111800.151394
  nChanged 46
		SP:Iteration 6Q (46564.830000 sec): 3 clusters
  Score: Raw -114231.775909 + Penalty 2389.959757 = -111841.816152
  nChanged 38
		SP:Iteration 7Q (46564.860000 sec): 3 clusters
  Score: Raw -114261.380909 + Penalty 2389.959757 = -111871.421151
  nChanged 19
		SP:Iteration 8Q (46564.890000 sec): 3 clusters
  Score: Raw -114273.430493 + Penalty 2389.959757 = -111883.470735
  nChanged 12
		SP:Iteration 9Q (46564.920000 sec): 3 clusters
  Score: Raw -114285.484030 + Penalty 2389.959757 = -111895.524273
  nChanged 13
		SP:Iteration 10Q (46564.950000 sec): 3 clusters
  Score: Raw -114294.093680 + Penalty 2389.959757 = -111904.133922
  nChanged 11
		SP:Iteration 11Q (46564.990000 sec): 3 clusters
  Score: Raw -114300.841607 + Penalty 2389.959757 = -111910.881849
  nChanged 9
		SP:Iteration 12Q (46565.020000 sec): 3 clusters
  Score: Raw -114305.042116 + Penalty 2389.959757 = -111915.082359
  nChanged 3
		SP:Iteration 13Q (46565.050000 sec): 3 clusters
  Score: Raw -114307.108648 + Penalty 2389.959757 = -111917.148891
  nChanged 4
		SP:Iteration 14Q (46565.080000 sec): 3 clusters
  Score: Raw -114308.949652 + Penalty 2389.959757 = -111918.989895
  nChanged 3
		SP:Iteration 15Q (46565.110000 sec): 3 clusters
  Score: Raw -114311.249203 + Penalty 2389.959757 = -111921.289446
  nChanged 5
		SP:Iteration 16Q (46565.150000 sec): 3 clusters
  Score: Raw -114313.419227 + Penalty 2389.959757 = -111923.459469
  nChanged 5
		SP:Iteration 17Q (46565.180000 sec): 3 clusters
  Score: Raw -114317.806552 + Penalty 2389.959757 = -111927.846794
  nChanged 5
		SP:Iteration 18Q (46565.210000 sec): 3 clusters
  Score: Raw -114322.455069 + Penalty 2389.959757 = -111932.495311
  nChanged 8
		SP:Iteration 19Q (46565.240000 sec): 3 clusters
  Score: Raw -114326.916305 + Penalty 2389.959757 = -111936.956548
  nChanged 8
		SP:Iteration 20F (46565.270000 sec): 3 clusters
  Score: Raw -114331.262775 + Penalty 2389.959757 = -111941.303018
  nChanged 3
		SP:Iteration 21Q (46565.300000 sec): 3 clusters
  Score: Raw -114333.697711 + Penalty 2389.959757 = -111943.737954
  nChanged 6
		SP:Iteration 22Q (46565.330000 sec): 3 clusters
  Score: Raw -114336.820573 + Penalty 2389.959757 = -111946.860815
  nChanged 6
		SP:Iteration 23Q (46565.370000 sec): 3 clusters
  Score: Raw -114340.536026 + Penalty 2389.959757 = -111950.576268
  nChanged 2
		SP:Iteration 24Q (46565.400000 sec): 3 clusters
  Score: Raw -114341.567917 + Penalty 2389.959757 = -111951.608160
  nChanged 0
		SP:Iteration 25F (46565.430000 sec): 3 clusters
  Score: Raw -114341.567917 + Penalty 2389.959757 = -111951.608160
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 55 (1866 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46565.490000 sec): 2 clusters
  Score: Raw -161065.348352 + Penalty 1223.877262 = -159841.471090
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46565.530000 sec): 3 clusters
  Score: Raw -160298.131581 + Penalty 2447.754524 = -157850.377057
  nChanged 660
		SP:Iteration 1F (46565.570000 sec): 3 clusters
  Score: Raw -160771.421099 + Penalty 2447.754524 = -158323.666575
  nChanged 149
		SP:Iteration 2F (46565.600000 sec): 3 clusters
  Score: Raw -160890.912032 + Penalty 2447.754524 = -158443.157508
  nChanged 98
		SP:Iteration 3F (46565.640000 sec): 3 clusters
  Score: Raw -160987.287091 + Penalty 2447.754524 = -158539.532567
  nChanged 88
		SP:Iteration 4Q (46565.680000 sec): 3 clusters
  Score: Raw -161073.719396 + Penalty 2447.754524 = -158625.964872
  nChanged 72
		SP:Iteration 5Q (46565.710000 sec): 3 clusters
  Score: Raw -161158.604417 + Penalty 2447.754524 = -158710.849893
  nChanged 51
		SP:Iteration 6Q (46565.750000 sec): 3 clusters
  Score: Raw -161200.214391 + Penalty 2447.754524 = -158752.459867
  nChanged 32
		SP:Iteration 7Q (46565.790000 sec): 3 clusters
  Score: Raw -161225.121281 + Penalty 2447.754524 = -158777.366757
  nChanged 27
		SP:Iteration 8Q (46565.820000 sec): 3 clusters
  Score: Raw -161245.436073 + Penalty 2447.754524 = -158797.681549
  nChanged 20
		SP:Iteration 9Q (46565.860000 sec): 3 clusters
  Score: Raw -161259.310039 + Penalty 2447.754524 = -158811.555515
  nChanged 16
		SP:Iteration 10Q (46565.890000 sec): 3 clusters
  Score: Raw -161271.544797 + Penalty 2447.754524 = -158823.790273
  nChanged 13
		SP:Iteration 11Q (46565.930000 sec): 3 clusters
  Score: Raw -161280.083631 + Penalty 2447.754524 = -158832.329107
  nChanged 10
		SP:Iteration 12Q (46565.970000 sec): 3 clusters
  Score: Raw -161287.374043 + Penalty 2447.754524 = -158839.619519
  nChanged 10
		SP:Iteration 13Q (46566.000000 sec): 3 clusters
  Score: Raw -161294.300734 + Penalty 2447.754524 = -158846.546210
  nChanged 13
		SP:Iteration 14Q (46566.040000 sec): 3 clusters
  Score: Raw -161302.717223 + Penalty 2447.754524 = -158854.962699
  nChanged 6
		SP:Iteration 15Q (46566.070000 sec): 3 clusters
  Score: Raw -161306.583981 + Penalty 2447.754524 = -158858.829457
  nChanged 4
		SP:Iteration 16Q (46566.110000 sec): 3 clusters
  Score: Raw -161308.685377 + Penalty 2447.754524 = -158860.930853
  nChanged 5
		SP:Iteration 17Q (46566.150000 sec): 3 clusters
  Score: Raw -161311.731763 + Penalty 2447.754524 = -158863.977239
  nChanged 1
		SP:Iteration 18Q (46566.180000 sec): 3 clusters
  Score: Raw -161312.382385 + Penalty 2447.754524 = -158864.627861
  nChanged 0
		SP:Iteration 19F (46566.220000 sec): 3 clusters
  Score: Raw -161312.382385 + Penalty 2447.754524 = -158864.627861
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 56 (3205 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46566.290000 sec): 2 clusters
  Score: Raw -231137.717689 + Penalty 1311.775948 = -229825.941742
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46566.360000 sec): 3 clusters
  Score: Raw -229672.889145 + Penalty 2623.551895 = -227049.337250
  nChanged 1217
		SP:Iteration 1F (46566.420000 sec): 3 clusters
  Score: Raw -230645.762498 + Penalty 2623.551895 = -228022.210603
  nChanged 337
		SP:Iteration 2F (46566.480000 sec): 3 clusters
  Score: Raw -231016.757305 + Penalty 2623.551895 = -228393.205410
  nChanged 244
		SP:Iteration 3F (46566.540000 sec): 3 clusters
  Score: Raw -231236.558064 + Penalty 2623.551895 = -228613.006169
  nChanged 170
		SP:Iteration 4F (46566.610000 sec): 3 clusters
  Score: Raw -231368.924430 + Penalty 2623.551895 = -228745.372535
  nChanged 111
		SP:Iteration 5Q (46566.670000 sec): 3 clusters
  Score: Raw -231449.440286 + Penalty 2623.551895 = -228825.888391
  nChanged 98
		SP:Iteration 6Q (46566.730000 sec): 3 clusters
  Score: Raw -231508.969129 + Penalty 2623.551895 = -228885.417234
  nChanged 70
		SP:Iteration 7Q (46566.790000 sec): 3 clusters
  Score: Raw -231547.185068 + Penalty 2623.551895 = -228923.633173
  nChanged 54
		SP:Iteration 8Q (46566.850000 sec): 3 clusters
  Score: Raw -231573.334081 + Penalty 2623.551895 = -228949.782186
  nChanged 45
		SP:Iteration 9Q (46566.910000 sec): 3 clusters
  Score: Raw -231597.976633 + Penalty 2623.551895 = -228974.424738
  nChanged 52
		SP:Iteration 10Q (46566.970000 sec): 3 clusters
  Score: Raw -231624.264763 + Penalty 2623.551895 = -229000.712868
  nChanged 30
		SP:Iteration 11Q (46567.040000 sec): 3 clusters
  Score: Raw -231638.693821 + Penalty 2623.551895 = -229015.141926
  nChanged 32
		SP:Iteration 12Q (46567.100000 sec): 3 clusters
  Score: Raw -231655.039853 + Penalty 2623.551895 = -229031.487958
  nChanged 27
		SP:Iteration 13Q (46567.160000 sec): 3 clusters
  Score: Raw -231668.239504 + Penalty 2623.551895 = -229044.687609
  nChanged 25
		SP:Iteration 14Q (46567.220000 sec): 3 clusters
  Score: Raw -231680.984220 + Penalty 2623.551895 = -229057.432325
  nChanged 29
		SP:Iteration 15Q (46567.290000 sec): 3 clusters
  Score: Raw -231697.834967 + Penalty 2623.551895 = -229074.283072
  nChanged 31
		SP:Iteration 16Q (46567.350000 sec): 3 clusters
  Score: Raw -231713.145846 + Penalty 2623.551895 = -229089.593951
  nChanged 22
		SP:Iteration 17Q (46567.410000 sec): 3 clusters
  Score: Raw -231724.627982 + Penalty 2623.551895 = -229101.076087
  nChanged 23
		SP:Iteration 18Q (46567.470000 sec): 3 clusters
  Score: Raw -231735.933254 + Penalty 2623.551895 = -229112.381359
  nChanged 17
		SP:Iteration 19Q (46567.530000 sec): 3 clusters
  Score: Raw -231743.597061 + Penalty 2623.551895 = -229120.045166
  nChanged 12
		SP:Iteration 20F (46567.590000 sec): 3 clusters
  Score: Raw -231748.267135 + Penalty 2623.551895 = -229124.715240
  nChanged 13
		SP:Iteration 21Q (46567.650000 sec): 3 clusters
  Score: Raw -231753.333307 + Penalty 2623.551895 = -229129.781412
  nChanged 8
		SP:Iteration 22Q (46567.710000 sec): 3 clusters
  Score: Raw -231757.739536 + Penalty 2623.551895 = -229134.187640
  nChanged 13
		SP:Iteration 23Q (46567.770000 sec): 3 clusters
  Score: Raw -231764.487070 + Penalty 2623.551895 = -229140.935175
  nChanged 18
		SP:Iteration 24Q (46567.840000 sec): 3 clusters
  Score: Raw -231772.758259 + Penalty 2623.551895 = -229149.206364
  nChanged 15
		SP:Iteration 25Q (46567.900000 sec): 3 clusters
  Score: Raw -231777.926435 + Penalty 2623.551895 = -229154.374540
  nChanged 15
		SP:Iteration 26Q (46567.960000 sec): 3 clusters
  Score: Raw -231783.538127 + Penalty 2623.551895 = -229159.986232
  nChanged 12
		SP:Iteration 27Q (46568.020000 sec): 3 clusters
  Score: Raw -231787.710811 + Penalty 2623.551895 = -229164.158916
  nChanged 8
		SP:Iteration 28Q (46568.080000 sec): 3 clusters
  Score: Raw -231790.522278 + Penalty 2623.551895 = -229166.970383
  nChanged 11
		SP:Iteration 29Q (46568.140000 sec): 3 clusters
  Score: Raw -231792.829003 + Penalty 2623.551895 = -229169.277108
  nChanged 5
		SP:Iteration 30Q (46568.210000 sec): 3 clusters
  Score: Raw -231794.014186 + Penalty 2623.551895 = -229170.462291
  nChanged 1
		SP:Iteration 31Q (46568.270000 sec): 3 clusters
  Score: Raw -231794.261905 + Penalty 2623.551895 = -229170.710010
  nChanged 1
		SP:Iteration 32Q (46568.330000 sec): 3 clusters
  Score: Raw -231794.324911 + Penalty 2623.551895 = -229170.773015
  nChanged 0
		SP:Iteration 33F (46568.390000 sec): 3 clusters
  Score: Raw -231794.324911 + Penalty 2623.551895 = -229170.773015
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 57 (4372 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46568.470000 sec): 2 clusters
  Score: Raw -346564.804440 + Penalty 1362.233576 = -345202.570865
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46568.560000 sec): 3 clusters
  Score: Raw -344380.578045 + Penalty 2724.467151 = -341656.110894
  nChanged 1714
		SP:Iteration 1F (46568.640000 sec): 3 clusters
  Score: Raw -345527.121578 + Penalty 2724.467151 = -342802.654427
  nChanged 442
		SP:Iteration 2F (46568.730000 sec): 3 clusters
  Score: Raw -345992.842135 + Penalty 2724.467151 = -343268.374984
  nChanged 364
		SP:Iteration 3F (46568.810000 sec): 3 clusters
  Score: Raw -346382.750843 + Penalty 2724.467151 = -343658.283692
  nChanged 325
		SP:Iteration 4F (46568.890000 sec): 3 clusters
  Score: Raw -346709.260284 + Penalty 2724.467151 = -343984.793133
  nChanged 253
		SP:Iteration 5F (46568.970000 sec): 3 clusters
  Score: Raw -346901.521031 + Penalty 2724.467151 = -344177.053880
  nChanged 168
		SP:Iteration 6Q (46569.060000 sec): 3 clusters
  Score: Raw -347008.981143 + Penalty 2724.467151 = -344284.513992
  nChanged 105
		SP:Iteration 7Q (46569.140000 sec): 3 clusters
  Score: Raw -347065.055926 + Penalty 2724.467151 = -344340.588775
  nChanged 69
		SP:Iteration 8Q (46569.230000 sec): 3 clusters
  Score: Raw -347091.976937 + Penalty 2724.467151 = -344367.509786
  nChanged 39
		SP:Iteration 9Q (46569.310000 sec): 3 clusters
  Score: Raw -347108.930669 + Penalty 2724.467151 = -344384.463518
  nChanged 25
		SP:Iteration 10Q (46569.390000 sec): 3 clusters
  Score: Raw -347116.284398 + Penalty 2724.467151 = -344391.817247
  nChanged 19
		SP:Iteration 11Q (46569.470000 sec): 3 clusters
  Score: Raw -347120.525019 + Penalty 2724.467151 = -344396.057868
  nChanged 11
		SP:Iteration 12Q (46569.560000 sec): 3 clusters
  Score: Raw -347123.058420 + Penalty 2724.467151 = -344398.591269
  nChanged 9
		SP:Iteration 13Q (46569.640000 sec): 3 clusters
  Score: Raw -347124.712042 + Penalty 2724.467151 = -344400.244891
  nChanged 4
		SP:Iteration 14Q (46569.730000 sec): 3 clusters
  Score: Raw -347125.896168 + Penalty 2724.467151 = -344401.429017
  nChanged 6
		SP:Iteration 15Q (46569.810000 sec): 3 clusters
  Score: Raw -347127.502924 + Penalty 2724.467151 = -344403.035773
  nChanged 8
		SP:Iteration 16Q (46569.890000 sec): 3 clusters
  Score: Raw -347129.525363 + Penalty 2724.467151 = -344405.058212
  nChanged 2
		SP:Iteration 17Q (46569.980000 sec): 3 clusters
  Score: Raw -347129.986663 + Penalty 2724.467151 = -344405.519512
  nChanged 2
		SP:Iteration 18Q (46570.060000 sec): 3 clusters
  Score: Raw -347130.784666 + Penalty 2724.467151 = -344406.317515
  nChanged 4
		SP:Iteration 19Q (46570.140000 sec): 3 clusters
  Score: Raw -347131.517351 + Penalty 2724.467151 = -344407.050200
  nChanged 3
		SP:Iteration 20F (46570.230000 sec): 3 clusters
  Score: Raw -347132.009639 + Penalty 2724.467151 = -344407.542488
  nChanged 3
		SP:Iteration 21Q (46570.310000 sec): 3 clusters
  Score: Raw -347132.529624 + Penalty 2724.467151 = -344408.062473
  nChanged 0
		SP:Iteration 22F (46570.390000 sec): 3 clusters
  Score: Raw -347132.529624 + Penalty 2724.467151 = -344408.062473
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 58 (1795 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46570.450000 sec): 2 clusters
  Score: Raw -128617.711770 + Penalty 1217.573549 = -127400.138221
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46570.490000 sec): 3 clusters
  Score: Raw -127898.418334 + Penalty 2435.147098 = -125463.271236
  nChanged 645
		SP:Iteration 1F (46570.530000 sec): 3 clusters
  Score: Raw -128519.936100 + Penalty 2435.147098 = -126084.789002
  nChanged 183
		SP:Iteration 2F (46570.570000 sec): 3 clusters
  Score: Raw -128841.924283 + Penalty 2435.147098 = -126406.777185
  nChanged 158
		SP:Iteration 3F (46570.600000 sec): 3 clusters
  Score: Raw -129124.537641 + Penalty 2435.147098 = -126689.390543
  nChanged 109
		SP:Iteration 4F (46570.640000 sec): 3 clusters
  Score: Raw -129303.213605 + Penalty 2435.147098 = -126868.066507
  nChanged 81
		SP:Iteration 5Q (46570.680000 sec): 3 clusters
  Score: Raw -129396.830862 + Penalty 2435.147098 = -126961.683764
  nChanged 55
		SP:Iteration 6Q (46570.710000 sec): 3 clusters
  Score: Raw -129454.570124 + Penalty 2435.147098 = -127019.423027
  nChanged 46
		SP:Iteration 7Q (46570.750000 sec): 3 clusters
  Score: Raw -129501.172356 + Penalty 2435.147098 = -127066.025259
  nChanged 40
		SP:Iteration 8Q (46570.790000 sec): 3 clusters
  Score: Raw -129533.959201 + Penalty 2435.147098 = -127098.812103
  nChanged 29
		SP:Iteration 9Q (46570.820000 sec): 3 clusters
  Score: Raw -129559.885074 + Penalty 2435.147098 = -127124.737976
  nChanged 32
		SP:Iteration 10Q (46570.860000 sec): 3 clusters
  Score: Raw -129586.716699 + Penalty 2435.147098 = -127151.569601
  nChanged 27
		SP:Iteration 11Q (46570.890000 sec): 3 clusters
  Score: Raw -129612.147772 + Penalty 2435.147098 = -127177.000674
  nChanged 34
		SP:Iteration 12Q (46570.930000 sec): 3 clusters
  Score: Raw -129638.713850 + Penalty 2435.147098 = -127203.566752
  nChanged 18
		SP:Iteration 13Q (46570.970000 sec): 3 clusters
  Score: Raw -129652.249745 + Penalty 2435.147098 = -127217.102647
  nChanged 11
		SP:Iteration 14Q (46571.000000 sec): 3 clusters
  Score: Raw -129659.832284 + Penalty 2435.147098 = -127224.685186
  nChanged 8
		SP:Iteration 15Q (46571.030000 sec): 3 clusters
  Score: Raw -129663.868025 + Penalty 2435.147098 = -127228.720927
  nChanged 7
		SP:Iteration 16Q (46571.070000 sec): 3 clusters
  Score: Raw -129666.880707 + Penalty 2435.147098 = -127231.733609
  nChanged 2
		SP:Iteration 17Q (46571.110000 sec): 3 clusters
  Score: Raw -129668.482015 + Penalty 2435.147098 = -127233.334917
  nChanged 3
		SP:Iteration 18Q (46571.140000 sec): 3 clusters
  Score: Raw -129671.199660 + Penalty 2435.147098 = -127236.052562
  nChanged 4
		SP:Iteration 19Q (46571.180000 sec): 3 clusters
  Score: Raw -129674.337150 + Penalty 2435.147098 = -127239.190052
  nChanged 7
		SP:Iteration 20F (46571.210000 sec): 3 clusters
  Score: Raw -129679.184706 + Penalty 2435.147098 = -127244.037609
  nChanged 2
		SP:Iteration 21Q (46571.250000 sec): 3 clusters
  Score: Raw -129681.288229 + Penalty 2435.147098 = -127246.141131
  nChanged 2
		SP:Iteration 22Q (46571.290000 sec): 3 clusters
  Score: Raw -129683.589370 + Penalty 2435.147098 = -127248.442272
  nChanged 1
		SP:Iteration 23Q (46571.320000 sec): 3 clusters
  Score: Raw -129684.847674 + Penalty 2435.147098 = -127249.700576
  nChanged 3
		SP:Iteration 24Q (46571.360000 sec): 3 clusters
  Score: Raw -129686.890175 + Penalty 2435.147098 = -127251.743077
  nChanged 2
		SP:Iteration 25Q (46571.390000 sec): 3 clusters
  Score: Raw -129688.053275 + Penalty 2435.147098 = -127252.906178
  nChanged 3
		SP:Iteration 26Q (46571.430000 sec): 3 clusters
  Score: Raw -129689.480443 + Penalty 2435.147098 = -127254.333345
  nChanged 1
		SP:Iteration 27Q (46571.470000 sec): 3 clusters
  Score: Raw -129689.724892 + Penalty 2435.147098 = -127254.577794
  nChanged 0
		SP:Iteration 28F (46571.500000 sec): 3 clusters
  Score: Raw -129689.724892 + Penalty 2435.147098 = -127254.577794
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 59 (8512 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46571.600000 sec): 2 clusters
  Score: Raw -700699.897101 + Penalty 1470.500234 = -699229.396866
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46571.760000 sec): 3 clusters
  Score: Raw -696031.322128 + Penalty 2941.000469 = -693090.321659
  nChanged 3670
		SP:Iteration 1F (46571.900000 sec): 3 clusters
  Score: Raw -698067.919555 + Penalty 2941.000469 = -695126.919087
  nChanged 585
		SP:Iteration 2F (46572.030000 sec): 3 clusters
  Score: Raw -698389.305048 + Penalty 2941.000469 = -695448.304579
  nChanged 527
		SP:Iteration 3F (46572.150000 sec): 3 clusters
  Score: Raw -698674.938468 + Penalty 2941.000469 = -695733.937999
  nChanged 468
		SP:Iteration 4F (46572.280000 sec): 3 clusters
  Score: Raw -698946.447926 + Penalty 2941.000469 = -696005.447457
  nChanged 410
		SP:Iteration 5Q (46572.420000 sec): 3 clusters
  Score: Raw -699178.868484 + Penalty 2941.000469 = -696237.868015
  nChanged 411
		SP:Iteration 6Q (46572.560000 sec): 3 clusters
  Score: Raw -699465.647869 + Penalty 2941.000469 = -696524.647400
  nChanged 411
		SP:Iteration 7Q (46572.700000 sec): 3 clusters
  Score: Raw -699734.058584 + Penalty 2941.000469 = -696793.058116
  nChanged 368
		SP:Iteration 8Q (46572.850000 sec): 3 clusters
  Score: Raw -699963.767807 + Penalty 2941.000469 = -697022.767339
  nChanged 332
		SP:Iteration 9Q (46572.990000 sec): 3 clusters
  Score: Raw -700161.987044 + Penalty 2941.000469 = -697220.986575
  nChanged 298
		SP:Iteration 10Q (46573.120000 sec): 3 clusters
  Score: Raw -700331.589405 + Penalty 2941.000469 = -697390.588937
  nChanged 274
		SP:Iteration 11Q (46573.250000 sec): 3 clusters
  Score: Raw -700470.795358 + Penalty 2941.000469 = -697529.794890
  nChanged 221
		SP:Iteration 12Q (46573.390000 sec): 3 clusters
  Score: Raw -700563.262084 + Penalty 2941.000469 = -697622.261615
  nChanged 184
		SP:Iteration 13Q (46573.540000 sec): 3 clusters
  Score: Raw -700631.807833 + Penalty 2941.000469 = -697690.807364
  nChanged 151
		SP:Iteration 14Q (46573.680000 sec): 3 clusters
  Score: Raw -700682.933245 + Penalty 2941.000469 = -697741.932776
  nChanged 106
		SP:Iteration 15Q (46573.820000 sec): 3 clusters
  Score: Raw -700714.857121 + Penalty 2941.000469 = -697773.856652
  nChanged 91
		SP:Iteration 16Q (46573.950000 sec): 3 clusters
  Score: Raw -700743.912079 + Penalty 2941.000469 = -697802.911611
  nChanged 76
		SP:Iteration 17Q (46574.080000 sec): 3 clusters
  Score: Raw -700763.679911 + Penalty 2941.000469 = -697822.679443
  nChanged 69
		SP:Iteration 18Q (46574.210000 sec): 3 clusters
  Score: Raw -700779.260083 + Penalty 2941.000469 = -697838.259614
  nChanged 53
		SP:Iteration 19Q (46574.350000 sec): 3 clusters
  Score: Raw -700793.778103 + Penalty 2941.000469 = -697852.777634
  nChanged 66
		SP:Iteration 20F (46574.480000 sec): 3 clusters
  Score: Raw -700814.321296 + Penalty 2941.000469 = -697873.320827
  nChanged 52
		SP:Iteration 21Q (46574.620000 sec): 3 clusters
  Score: Raw -700831.577039 + Penalty 2941.000469 = -697890.576570
  nChanged 53
		SP:Iteration 22Q (46574.760000 sec): 3 clusters
  Score: Raw -700845.372497 + Penalty 2941.000469 = -697904.372028
  nChanged 52
		SP:Iteration 23Q (46574.900000 sec): 3 clusters
  Score: Raw -700863.740096 + Penalty 2941.000469 = -697922.739627
  nChanged 63
		SP:Iteration 24Q (46575.040000 sec): 3 clusters
  Score: Raw -700889.751139 + Penalty 2941.000469 = -697948.750671
  nChanged 52
		SP:Iteration 25Q (46575.160000 sec): 3 clusters
  Score: Raw -700913.752345 + Penalty 2941.000469 = -697972.751876
  nChanged 74
		SP:Iteration 26Q (46575.300000 sec): 3 clusters
  Score: Raw -700951.452579 + Penalty 2941.000469 = -698010.452111
  nChanged 80
		SP:Iteration 27Q (46575.440000 sec): 3 clusters
  Score: Raw -700991.349115 + Penalty 2941.000469 = -698050.348646
  nChanged 84
		SP:Iteration 28Q (46575.610000 sec): 3 clusters
  Score: Raw -701036.933447 + Penalty 2941.000469 = -698095.932979
  nChanged 82
		SP:Iteration 29Q (46575.780000 sec): 3 clusters
  Score: Raw -701074.448276 + Penalty 2941.000469 = -698133.447807
  nChanged 85
		SP:Iteration 30Q (46575.920000 sec): 3 clusters
  Score: Raw -701111.168720 + Penalty 2941.000469 = -698170.168251
  nChanged 82
		SP:Iteration 31Q (46576.040000 sec): 3 clusters
  Score: Raw -701140.903982 + Penalty 2941.000469 = -698199.903514
  nChanged 70
		SP:Iteration 32Q (46576.170000 sec): 3 clusters
  Score: Raw -701161.891588 + Penalty 2941.000469 = -698220.891119
  nChanged 68
		SP:Iteration 33Q (46576.310000 sec): 3 clusters
  Score: Raw -701182.645356 + Penalty 2941.000469 = -698241.644887
  nChanged 70
		SP:Iteration 34Q (46576.450000 sec): 3 clusters
  Score: Raw -701205.172824 + Penalty 2941.000469 = -698264.172355
  nChanged 55
		SP:Iteration 35Q (46576.580000 sec): 3 clusters
  Score: Raw -701225.599638 + Penalty 2941.000469 = -698284.599169
  nChanged 51
		SP:Iteration 36Q (46576.720000 sec): 3 clusters
  Score: Raw -701241.847753 + Penalty 2941.000469 = -698300.847285
  nChanged 50
		SP:Iteration 37Q (46576.860000 sec): 3 clusters
  Score: Raw -701258.825232 + Penalty 2941.000469 = -698317.824763
  nChanged 52
		SP:Iteration 38Q (46576.990000 sec): 3 clusters
  Score: Raw -701276.298629 + Penalty 2941.000469 = -698335.298161
  nChanged 54
		SP:Iteration 39Q (46577.120000 sec): 3 clusters
  Score: Raw -701295.905712 + Penalty 2941.000469 = -698354.905243
  nChanged 59
		SP:Iteration 40F (46577.250000 sec): 3 clusters
  Score: Raw -701318.725285 + Penalty 2941.000469 = -698377.724816
  nChanged 62
		SP:Iteration 41Q (46577.380000 sec): 3 clusters
  Score: Raw -701343.750468 + Penalty 2941.000469 = -698402.749999
  nChanged 56
		SP:Iteration 42Q (46577.510000 sec): 3 clusters
  Score: Raw -701360.881418 + Penalty 2941.000469 = -698419.880949
  nChanged 47
		SP:Iteration 43Q (46577.650000 sec): 3 clusters
  Score: Raw -701373.528617 + Penalty 2941.000469 = -698432.528148
  nChanged 34
		SP:Iteration 44Q (46577.780000 sec): 3 clusters
  Score: Raw -701383.500421 + Penalty 2941.000469 = -698442.499953
  nChanged 37
		SP:Iteration 45Q (46577.920000 sec): 3 clusters
  Score: Raw -701396.008395 + Penalty 2941.000469 = -698455.007927
  nChanged 36
		SP:Iteration 46Q (46578.050000 sec): 3 clusters
  Score: Raw -701411.084412 + Penalty 2941.000469 = -698470.083944
  nChanged 45
		SP:Iteration 47Q (46578.190000 sec): 3 clusters
  Score: Raw -701434.183095 + Penalty 2941.000469 = -698493.182627
  nChanged 52
		SP:Iteration 48Q (46578.310000 sec): 3 clusters
  Score: Raw -701464.030574 + Penalty 2941.000469 = -698523.030105
  nChanged 53
		SP:Iteration 49Q (46578.430000 sec): 3 clusters
  Score: Raw -701485.758107 + Penalty 2941.000469 = -698544.757639
  nChanged 43
		SP:Iteration 50Q (46578.560000 sec): 3 clusters
  Score: Raw -701501.592740 + Penalty 2941.000469 = -698560.592272
  nChanged 35
		SP:Iteration 51Q (46578.690000 sec): 3 clusters
  Score: Raw -701516.033856 + Penalty 2941.000469 = -698575.033388
  nChanged 35
		SP:Iteration 52Q (46578.830000 sec): 3 clusters
  Score: Raw -701531.757563 + Penalty 2941.000469 = -698590.757095
  nChanged 38
		SP:Iteration 53Q (46578.960000 sec): 3 clusters
  Score: Raw -701543.639575 + Penalty 2941.000469 = -698602.639106
  nChanged 31
		SP:Iteration 54Q (46579.090000 sec): 3 clusters
  Score: Raw -701554.810569 + Penalty 2941.000469 = -698613.810100
  nChanged 31
		SP:Iteration 55Q (46579.220000 sec): 3 clusters
  Score: Raw -701566.576758 + Penalty 2941.000469 = -698625.576290
  nChanged 29
		SP:Iteration 56Q (46579.350000 sec): 3 clusters
  Score: Raw -701579.169892 + Penalty 2941.000469 = -698638.169423
  nChanged 32
		SP:Iteration 57Q (46579.490000 sec): 3 clusters
  Score: Raw -701593.002528 + Penalty 2941.000469 = -698652.002059
  nChanged 24
		SP:Iteration 58Q (46579.620000 sec): 3 clusters
  Score: Raw -701602.584200 + Penalty 2941.000469 = -698661.583731
  nChanged 24
		SP:Iteration 59Q (46579.750000 sec): 3 clusters
  Score: Raw -701610.955417 + Penalty 2941.000469 = -698669.954948
  nChanged 16
		SP:Iteration 60F (46579.880000 sec): 3 clusters
  Score: Raw -701615.481097 + Penalty 2941.000469 = -698674.480629
  nChanged 14
		SP:Iteration 61Q (46579.990000 sec): 3 clusters
  Score: Raw -701618.608809 + Penalty 2941.000469 = -698677.608340
  nChanged 13
		SP:Iteration 62Q (46580.120000 sec): 3 clusters
  Score: Raw -701622.002638 + Penalty 2941.000469 = -698681.002169
  nChanged 12
		SP:Iteration 63Q (46580.250000 sec): 3 clusters
  Score: Raw -701625.358625 + Penalty 2941.000469 = -698684.358157
  nChanged 6
		SP:Iteration 64Q (46580.380000 sec): 3 clusters
  Score: Raw -701626.493525 + Penalty 2941.000469 = -698685.493056
  nChanged 7
		SP:Iteration 65Q (46580.510000 sec): 3 clusters
  Score: Raw -701627.950895 + Penalty 2941.000469 = -698686.950426
  nChanged 7
		SP:Iteration 66Q (46580.640000 sec): 3 clusters
  Score: Raw -701630.162045 + Penalty 2941.000469 = -698689.161576
  nChanged 5
		SP:Iteration 67Q (46580.770000 sec): 3 clusters
  Score: Raw -701631.765431 + Penalty 2941.000469 = -698690.764962
  nChanged 7
		SP:Iteration 68Q (46580.910000 sec): 3 clusters
  Score: Raw -701633.267898 + Penalty 2941.000469 = -698692.267429
  nChanged 3
		SP:Iteration 69Q (46581.040000 sec): 3 clusters
  Score: Raw -701633.671118 + Penalty 2941.000469 = -698692.670649
  nChanged 3
		SP:Iteration 70Q (46581.170000 sec): 3 clusters
  Score: Raw -701633.982318 + Penalty 2941.000469 = -698692.981850
  nChanged 1
		SP:Iteration 71Q (46581.300000 sec): 3 clusters
  Score: Raw -701634.233627 + Penalty 2941.000469 = -698693.233159
  nChanged 1
		SP:Iteration 72Q (46581.430000 sec): 3 clusters
  Score: Raw -701634.772938 + Penalty 2941.000469 = -698693.772470
  nChanged 3
		SP:Iteration 73Q (46581.550000 sec): 3 clusters
  Score: Raw -701635.519367 + Penalty 2941.000469 = -698694.518898
  nChanged 5
		SP:Iteration 74Q (46581.670000 sec): 3 clusters
  Score: Raw -701637.462989 + Penalty 2941.000469 = -698696.462521
  nChanged 9
		SP:Iteration 75Q (46581.790000 sec): 3 clusters
  Score: Raw -701640.775428 + Penalty 2941.000469 = -698699.774959
  nChanged 9
		SP:Iteration 76Q (46581.920000 sec): 3 clusters
  Score: Raw -701644.233781 + Penalty 2941.000469 = -698703.233313
  nChanged 7
		SP:Iteration 77Q (46582.050000 sec): 3 clusters
  Score: Raw -701646.723557 + Penalty 2941.000469 = -698705.723088
  nChanged 6
		SP:Iteration 78Q (46582.190000 sec): 3 clusters
  Score: Raw -701650.372118 + Penalty 2941.000469 = -698709.371650
  nChanged 11
		SP:Iteration 79Q (46582.310000 sec): 3 clusters
  Score: Raw -701655.279962 + Penalty 2941.000469 = -698714.279493
  nChanged 14
		SP:Iteration 80F (46582.450000 sec): 3 clusters
  Score: Raw -701661.258953 + Penalty 2941.000469 = -698720.258484
  nChanged 17
		SP:Iteration 81Q (46582.580000 sec): 3 clusters
  Score: Raw -701670.308815 + Penalty 2941.000469 = -698729.308347
  nChanged 18
		SP:Iteration 82Q (46582.710000 sec): 3 clusters
  Score: Raw -701677.555191 + Penalty 2941.000469 = -698736.554722
  nChanged 10
		SP:Iteration 83Q (46582.840000 sec): 3 clusters
  Score: Raw -701682.342571 + Penalty 2941.000469 = -698741.342102
  nChanged 17
		SP:Iteration 84Q (46582.970000 sec): 3 clusters
  Score: Raw -701692.080795 + Penalty 2941.000469 = -698751.080327
  nChanged 20
		SP:Iteration 85Q (46583.100000 sec): 3 clusters
  Score: Raw -701707.016861 + Penalty 2941.000469 = -698766.016392
  nChanged 19
		SP:Iteration 86Q (46583.230000 sec): 3 clusters
  Score: Raw -701728.827947 + Penalty 2941.000469 = -698787.827478
  nChanged 25
		SP:Iteration 87Q (46583.350000 sec): 3 clusters
  Score: Raw -701752.605919 + Penalty 2941.000469 = -698811.605450
  nChanged 31
		SP:Iteration 88Q (46583.470000 sec): 3 clusters
  Score: Raw -701777.977384 + Penalty 2941.000469 = -698836.976915
  nChanged 27
		SP:Iteration 89Q (46583.590000 sec): 3 clusters
  Score: Raw -701795.169977 + Penalty 2941.000469 = -698854.169508
  nChanged 28
		SP:Iteration 90Q (46583.720000 sec): 3 clusters
  Score: Raw -701813.320348 + Penalty 2941.000469 = -698872.319880
  nChanged 22
		SP:Iteration 91Q (46583.850000 sec): 3 clusters
  Score: Raw -701825.904720 + Penalty 2941.000469 = -698884.904251
  nChanged 11
		SP:Iteration 92Q (46583.980000 sec): 3 clusters
  Score: Raw -701830.036095 + Penalty 2941.000469 = -698889.035627
  nChanged 6
		SP:Iteration 93Q (46584.110000 sec): 3 clusters
  Score: Raw -701831.245066 + Penalty 2941.000469 = -698890.244597
  nChanged 4
		SP:Iteration 94Q (46584.240000 sec): 3 clusters
  Score: Raw -701832.145673 + Penalty 2941.000469 = -698891.145204
  nChanged 0
		SP:Iteration 95F (46584.370000 sec): 3 clusters
  Score: Raw -701832.145673 + Penalty 2941.000469 = -698891.145204
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 60 (6196 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46584.470000 sec): 2 clusters
  Score: Raw -553957.427810 + Penalty 1418.894620 = -552538.533189
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46584.590000 sec): 3 clusters
  Score: Raw -550678.859076 + Penalty 2837.789240 = -547841.069835
  nChanged 2538
		SP:Iteration 1F (46584.690000 sec): 3 clusters
  Score: Raw -552200.297506 + Penalty 2837.789240 = -549362.508266
  nChanged 453
		SP:Iteration 2F (46584.800000 sec): 3 clusters
  Score: Raw -552484.658108 + Penalty 2837.789240 = -549646.868867
  nChanged 399
		SP:Iteration 3F (46584.900000 sec): 3 clusters
  Score: Raw -552746.179867 + Penalty 2837.789240 = -549908.390626
  nChanged 323
		SP:Iteration 4F (46585.000000 sec): 3 clusters
  Score: Raw -552942.969703 + Penalty 2837.789240 = -550105.180462
  nChanged 306
		SP:Iteration 5Q (46585.110000 sec): 3 clusters
  Score: Raw -553130.277111 + Penalty 2837.789240 = -550292.487871
  nChanged 278
		SP:Iteration 6Q (46585.230000 sec): 3 clusters
  Score: Raw -553306.414383 + Penalty 2837.789240 = -550468.625142
  nChanged 272
		SP:Iteration 7Q (46585.340000 sec): 3 clusters
  Score: Raw -553497.209590 + Penalty 2837.789240 = -550659.420350
  nChanged 247
		SP:Iteration 8Q (46585.450000 sec): 3 clusters
  Score: Raw -553657.236117 + Penalty 2837.789240 = -550819.446877
  nChanged 244
		SP:Iteration 9Q (46585.550000 sec): 3 clusters
  Score: Raw -553816.252992 + Penalty 2837.789240 = -550978.463751
  nChanged 210
		SP:Iteration 10Q (46585.660000 sec): 3 clusters
  Score: Raw -553930.189756 + Penalty 2837.789240 = -551092.400515
  nChanged 153
		SP:Iteration 11Q (46585.770000 sec): 3 clusters
  Score: Raw -554008.111692 + Penalty 2837.789240 = -551170.322452
  nChanged 118
		SP:Iteration 12Q (46585.870000 sec): 3 clusters
  Score: Raw -554057.734160 + Penalty 2837.789240 = -551219.944920
  nChanged 74
		SP:Iteration 13Q (46585.980000 sec): 3 clusters
  Score: Raw -554092.037196 + Penalty 2837.789240 = -551254.247956
  nChanged 67
		SP:Iteration 14Q (46586.090000 sec): 3 clusters
  Score: Raw -554117.881210 + Penalty 2837.789240 = -551280.091969
  nChanged 42
		SP:Iteration 15Q (46586.190000 sec): 3 clusters
  Score: Raw -554131.098553 + Penalty 2837.789240 = -551293.309312
  nChanged 33
		SP:Iteration 16Q (46586.290000 sec): 3 clusters
  Score: Raw -554140.927790 + Penalty 2837.789240 = -551303.138549
  nChanged 34
		SP:Iteration 17Q (46586.400000 sec): 3 clusters
  Score: Raw -554150.076961 + Penalty 2837.789240 = -551312.287720
  nChanged 27
		SP:Iteration 18Q (46586.510000 sec): 3 clusters
  Score: Raw -554155.560906 + Penalty 2837.789240 = -551317.771665
  nChanged 20
		SP:Iteration 19Q (46586.610000 sec): 3 clusters
  Score: Raw -554159.819267 + Penalty 2837.789240 = -551322.030027
  nChanged 18
		SP:Iteration 20F (46586.720000 sec): 3 clusters
  Score: Raw -554163.005792 + Penalty 2837.789240 = -551325.216551
  nChanged 7
		SP:Iteration 21Q (46586.830000 sec): 3 clusters
  Score: Raw -554164.272366 + Penalty 2837.789240 = -551326.483125
  nChanged 4
		SP:Iteration 22Q (46586.930000 sec): 3 clusters
  Score: Raw -554164.843964 + Penalty 2837.789240 = -551327.054724
  nChanged 2
		SP:Iteration 23Q (46587.050000 sec): 3 clusters
  Score: Raw -554165.138330 + Penalty 2837.789240 = -551327.349090
  nChanged 3
		SP:Iteration 24Q (46587.160000 sec): 3 clusters
  Score: Raw -554165.490950 + Penalty 2837.789240 = -551327.701709
  nChanged 0
		SP:Iteration 25F (46587.260000 sec): 3 clusters
  Score: Raw -554165.490950 + Penalty 2837.789240 = -551327.701709
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 61 (3252 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46587.330000 sec): 2 clusters
  Score: Raw -267983.777471 + Penalty 1314.141639 = -266669.635832
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46587.400000 sec): 3 clusters
  Score: Raw -266408.731581 + Penalty 2628.283278 = -263780.448303
  nChanged 1257
		SP:Iteration 1F (46587.460000 sec): 3 clusters
  Score: Raw -267209.816215 + Penalty 2628.283278 = -264581.532938
  nChanged 319
		SP:Iteration 2F (46587.530000 sec): 3 clusters
  Score: Raw -267470.971973 + Penalty 2628.283278 = -264842.688695
  nChanged 222
		SP:Iteration 3F (46587.590000 sec): 3 clusters
  Score: Raw -267644.645165 + Penalty 2628.283278 = -265016.361887
  nChanged 156
		SP:Iteration 4Q (46587.650000 sec): 3 clusters
  Score: Raw -267747.082574 + Penalty 2628.283278 = -265118.799296
  nChanged 123
		SP:Iteration 5Q (46587.720000 sec): 3 clusters
  Score: Raw -267822.511089 + Penalty 2628.283278 = -265194.227811
  nChanged 93
		SP:Iteration 6Q (46587.780000 sec): 3 clusters
  Score: Raw -267875.660541 + Penalty 2628.283278 = -265247.377263
  nChanged 83
		SP:Iteration 7Q (46587.850000 sec): 3 clusters
  Score: Raw -267923.392039 + Penalty 2628.283278 = -265295.108761
  nChanged 92
		SP:Iteration 8Q (46587.910000 sec): 3 clusters
  Score: Raw -267977.208330 + Penalty 2628.283278 = -265348.925052
  nChanged 71
		SP:Iteration 9Q (46587.970000 sec): 3 clusters
  Score: Raw -268013.419426 + Penalty 2628.283278 = -265385.136148
  nChanged 57
		SP:Iteration 10Q (46588.040000 sec): 3 clusters
  Score: Raw -268044.273728 + Penalty 2628.283278 = -265415.990450
  nChanged 59
		SP:Iteration 11Q (46588.100000 sec): 3 clusters
  Score: Raw -268074.019623 + Penalty 2628.283278 = -265445.736345
  nChanged 45
		SP:Iteration 12Q (46588.160000 sec): 3 clusters
  Score: Raw -268097.414836 + Penalty 2628.283278 = -265469.131558
  nChanged 38
		SP:Iteration 13Q (46588.230000 sec): 3 clusters
  Score: Raw -268117.209253 + Penalty 2628.283278 = -265488.925975
  nChanged 33
		SP:Iteration 14Q (46588.290000 sec): 3 clusters
  Score: Raw -268134.909335 + Penalty 2628.283278 = -265506.626057
  nChanged 29
		SP:Iteration 15Q (46588.350000 sec): 3 clusters
  Score: Raw -268153.433098 + Penalty 2628.283278 = -265525.149820
  nChanged 34
		SP:Iteration 16Q (46588.420000 sec): 3 clusters
  Score: Raw -268170.600320 + Penalty 2628.283278 = -265542.317042
  nChanged 25
		SP:Iteration 17Q (46588.480000 sec): 3 clusters
  Score: Raw -268181.394927 + Penalty 2628.283278 = -265553.111649
  nChanged 22
		SP:Iteration 18Q (46588.540000 sec): 3 clusters
  Score: Raw -268189.052839 + Penalty 2628.283278 = -265560.769561
  nChanged 11
		SP:Iteration 19Q (46588.610000 sec): 3 clusters
  Score: Raw -268193.975323 + Penalty 2628.283278 = -265565.692045
  nChanged 17
		SP:Iteration 20F (46588.670000 sec): 3 clusters
  Score: Raw -268201.509174 + Penalty 2628.283278 = -265573.225896
  nChanged 13
		SP:Iteration 21Q (46588.730000 sec): 3 clusters
  Score: Raw -268206.858844 + Penalty 2628.283278 = -265578.575566
  nChanged 8
		SP:Iteration 22Q (46588.790000 sec): 3 clusters
  Score: Raw -268208.557460 + Penalty 2628.283278 = -265580.274182
  nChanged 5
		SP:Iteration 23Q (46588.860000 sec): 3 clusters
  Score: Raw -268210.253887 + Penalty 2628.283278 = -265581.970609
  nChanged 6
		SP:Iteration 24Q (46588.920000 sec): 3 clusters
  Score: Raw -268212.924889 + Penalty 2628.283278 = -265584.641611
  nChanged 8
		SP:Iteration 25Q (46588.980000 sec): 3 clusters
  Score: Raw -268216.941285 + Penalty 2628.283278 = -265588.658007
  nChanged 6
		SP:Iteration 26Q (46589.050000 sec): 3 clusters
  Score: Raw -268221.114633 + Penalty 2628.283278 = -265592.831355
  nChanged 7
		SP:Iteration 27Q (46589.110000 sec): 3 clusters
  Score: Raw -268226.896963 + Penalty 2628.283278 = -265598.613685
  nChanged 17
		SP:Iteration 28Q (46589.170000 sec): 3 clusters
  Score: Raw -268233.469929 + Penalty 2628.283278 = -265605.186651
  nChanged 20
		SP:Iteration 29Q (46589.240000 sec): 3 clusters
  Score: Raw -268239.097203 + Penalty 2628.283278 = -265610.813925
  nChanged 13
		SP:Iteration 30Q (46589.300000 sec): 3 clusters
  Score: Raw -268243.968224 + Penalty 2628.283278 = -265615.684946
  nChanged 18
		SP:Iteration 31Q (46589.360000 sec): 3 clusters
  Score: Raw -268248.975153 + Penalty 2628.283278 = -265620.691875
  nChanged 16
		SP:Iteration 32Q (46589.430000 sec): 3 clusters
  Score: Raw -268253.763869 + Penalty 2628.283278 = -265625.480591
  nChanged 14
		SP:Iteration 33Q (46589.490000 sec): 3 clusters
  Score: Raw -268259.264550 + Penalty 2628.283278 = -265630.981272
  nChanged 18
		SP:Iteration 34Q (46589.550000 sec): 3 clusters
  Score: Raw -268269.917581 + Penalty 2628.283278 = -265641.634303
  nChanged 24
		SP:Iteration 35Q (46589.610000 sec): 3 clusters
  Score: Raw -268281.667291 + Penalty 2628.283278 = -265653.384013
  nChanged 28
		SP:Iteration 36Q (46589.680000 sec): 3 clusters
  Score: Raw -268294.687492 + Penalty 2628.283278 = -265666.404214
  nChanged 25
		SP:Iteration 37Q (46589.740000 sec): 3 clusters
  Score: Raw -268305.334420 + Penalty 2628.283278 = -265677.051143
  nChanged 21
		SP:Iteration 38Q (46589.800000 sec): 3 clusters
  Score: Raw -268314.667402 + Penalty 2628.283278 = -265686.384124
  nChanged 16
		SP:Iteration 39Q (46589.870000 sec): 3 clusters
  Score: Raw -268320.629831 + Penalty 2628.283278 = -265692.346553
  nChanged 15
		SP:Iteration 40F (46589.930000 sec): 3 clusters
  Score: Raw -268326.804223 + Penalty 2628.283278 = -265698.520945
  nChanged 14
		SP:Iteration 41Q (46589.990000 sec): 3 clusters
  Score: Raw -268331.890835 + Penalty 2628.283278 = -265703.607557
  nChanged 11
		SP:Iteration 42Q (46590.050000 sec): 3 clusters
  Score: Raw -268336.139883 + Penalty 2628.283278 = -265707.856605
  nChanged 8
		SP:Iteration 43Q (46590.110000 sec): 3 clusters
  Score: Raw -268340.344878 + Penalty 2628.283278 = -265712.061600
  nChanged 10
		SP:Iteration 44Q (46590.180000 sec): 3 clusters
  Score: Raw -268345.403755 + Penalty 2628.283278 = -265717.120477
  nChanged 12
		SP:Iteration 45Q (46590.240000 sec): 3 clusters
  Score: Raw -268349.204419 + Penalty 2628.283278 = -265720.921141
  nChanged 10
		SP:Iteration 46Q (46590.300000 sec): 3 clusters
  Score: Raw -268351.654283 + Penalty 2628.283278 = -265723.371005
  nChanged 9
		SP:Iteration 47Q (46590.370000 sec): 3 clusters
  Score: Raw -268354.477721 + Penalty 2628.283278 = -265726.194443
  nChanged 8
		SP:Iteration 48Q (46590.430000 sec): 3 clusters
  Score: Raw -268356.667683 + Penalty 2628.283278 = -265728.384405
  nChanged 3
		SP:Iteration 49Q (46590.490000 sec): 3 clusters
  Score: Raw -268357.517324 + Penalty 2628.283278 = -265729.234046
  nChanged 3
		SP:Iteration 50Q (46590.550000 sec): 3 clusters
  Score: Raw -268359.130142 + Penalty 2628.283278 = -265730.846864
  nChanged 4
		SP:Iteration 51Q (46590.610000 sec): 3 clusters
  Score: Raw -268360.327108 + Penalty 2628.283278 = -265732.043830
  nChanged 3
		SP:Iteration 52Q (46590.680000 sec): 3 clusters
  Score: Raw -268361.983872 + Penalty 2628.283278 = -265733.700594
  nChanged 7
		SP:Iteration 53Q (46590.740000 sec): 3 clusters
  Score: Raw -268368.529084 + Penalty 2628.283278 = -265740.245806
  nChanged 11
		SP:Iteration 54Q (46590.800000 sec): 3 clusters
  Score: Raw -268377.178340 + Penalty 2628.283278 = -265748.895062
  nChanged 13
		SP:Iteration 55Q (46590.860000 sec): 3 clusters
  Score: Raw -268382.615771 + Penalty 2628.283278 = -265754.332493
  nChanged 8
		SP:Iteration 56Q (46590.930000 sec): 3 clusters
  Score: Raw -268385.778527 + Penalty 2628.283278 = -265757.495249
  nChanged 6
		SP:Iteration 57Q (46590.990000 sec): 3 clusters
  Score: Raw -268390.383343 + Penalty 2628.283278 = -265762.100065
  nChanged 10
		SP:Iteration 58Q (46591.050000 sec): 3 clusters
  Score: Raw -268394.974434 + Penalty 2628.283278 = -265766.691156
  nChanged 11
		SP:Iteration 59Q (46591.110000 sec): 3 clusters
  Score: Raw -268402.159467 + Penalty 2628.283278 = -265773.876189
  nChanged 8
		SP:Iteration 60F (46591.170000 sec): 3 clusters
  Score: Raw -268405.282258 + Penalty 2628.283278 = -265776.998980
  nChanged 7
		SP:Iteration 61Q (46591.240000 sec): 3 clusters
  Score: Raw -268408.141748 + Penalty 2628.283278 = -265779.858470
  nChanged 4
		SP:Iteration 62Q (46591.300000 sec): 3 clusters
  Score: Raw -268409.348362 + Penalty 2628.283278 = -265781.065084
  nChanged 2
		SP:Iteration 63Q (46591.360000 sec): 3 clusters
  Score: Raw -268410.045836 + Penalty 2628.283278 = -265781.762558
  nChanged 3
		SP:Iteration 64Q (46591.430000 sec): 3 clusters
  Score: Raw -268412.781503 + Penalty 2628.283278 = -265784.498225
  nChanged 3
		SP:Iteration 65Q (46591.490000 sec): 3 clusters
  Score: Raw -268414.059786 + Penalty 2628.283278 = -265785.776508
  nChanged 2
		SP:Iteration 66Q (46591.550000 sec): 3 clusters
  Score: Raw -268414.624734 + Penalty 2628.283278 = -265786.341456
  nChanged 1
		SP:Iteration 67Q (46591.610000 sec): 3 clusters
  Score: Raw -268415.413743 + Penalty 2628.283278 = -265787.130465
  nChanged 2
		SP:Iteration 68Q (46591.670000 sec): 3 clusters
  Score: Raw -268416.959959 + Penalty 2628.283278 = -265788.676681
  nChanged 2
		SP:Iteration 69Q (46591.740000 sec): 3 clusters
  Score: Raw -268417.706270 + Penalty 2628.283278 = -265789.422992
  nChanged 1
		SP:Iteration 70Q (46591.800000 sec): 3 clusters
  Score: Raw -268418.013285 + Penalty 2628.283278 = -265789.730007
  nChanged 1
		SP:Iteration 71Q (46591.860000 sec): 3 clusters
  Score: Raw -268418.302730 + Penalty 2628.283278 = -265790.019452
  nChanged 0
		SP:Iteration 72F (46591.920000 sec): 3 clusters
  Score: Raw -268418.302730 + Penalty 2628.283278 = -265790.019452
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 62 (348 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46591.970000 sec): 2 clusters
  Score: Raw -26052.575931 + Penalty 950.982903 = -25101.593028
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46591.980000 sec): 3 clusters
  Score: Raw -26088.281348 + Penalty 1901.965806 = -24186.315542
  nChanged 80
		SP:Iteration 1F (46591.990000 sec): 3 clusters
  Score: Raw -26285.153497 + Penalty 1901.965806 = -24383.187691
  nChanged 22
		SP:Iteration 2F (46591.990000 sec): 3 clusters
  Score: Raw -26333.987886 + Penalty 1901.965806 = -24432.022080
  nChanged 6
		SP:Iteration 3Q (46592.000000 sec): 3 clusters
  Score: Raw -26351.806254 + Penalty 1901.965806 = -24449.840448
  nChanged 3
		SP:Iteration 4Q (46592.010000 sec): 3 clusters
  Score: Raw -26370.579779 + Penalty 1901.965806 = -24468.613973
  nChanged 7
		SP:Iteration 5Q (46592.020000 sec): 3 clusters
  Score: Raw -26391.425202 + Penalty 1901.965806 = -24489.459397
  nChanged 3
		SP:Iteration 6Q (46592.030000 sec): 3 clusters
  Score: Raw -26397.379697 + Penalty 1901.965806 = -24495.413892
  nChanged 2
		SP:Iteration 7Q (46592.030000 sec): 3 clusters
  Score: Raw -26400.425875 + Penalty 1901.965806 = -24498.460069
  nChanged 0
		SP:Iteration 8F (46592.040000 sec): 3 clusters
  Score: Raw -26400.425875 + Penalty 1901.965806 = -24498.460069
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 63 (7710 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46592.140000 sec): 2 clusters
  Score: Raw -745357.752751 + Penalty 1454.419438 = -743903.333313
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46592.290000 sec): 3 clusters
  Score: Raw -741059.698124 + Penalty 2908.838877 = -738150.859247
  nChanged 3336
		SP:Iteration 1F (46592.420000 sec): 3 clusters
  Score: Raw -742893.552408 + Penalty 2908.838877 = -739984.713532
  nChanged 489
		SP:Iteration 2F (46592.540000 sec): 3 clusters
  Score: Raw -743134.119492 + Penalty 2908.838877 = -740225.280615
  nChanged 402
		SP:Iteration 3F (46592.670000 sec): 3 clusters
  Score: Raw -743335.351526 + Penalty 2908.838877 = -740426.512649
  nChanged 360
		SP:Iteration 4Q (46592.800000 sec): 3 clusters
  Score: Raw -743540.255894 + Penalty 2908.838877 = -740631.417018
  nChanged 357
		SP:Iteration 5Q (46592.940000 sec): 3 clusters
  Score: Raw -743741.542085 + Penalty 2908.838877 = -740832.703209
  nChanged 379
		SP:Iteration 6Q (46593.060000 sec): 3 clusters
  Score: Raw -743953.819847 + Penalty 2908.838877 = -741044.980971
  nChanged 392
		SP:Iteration 7F (46593.190000 sec): 3 clusters
  Score: Raw -744179.939893 + Penalty 2908.838877 = -741271.101016
  nChanged 406
		SP:Iteration 8F (46593.320000 sec): 3 clusters
  Score: Raw -744410.953144 + Penalty 2908.838877 = -741502.114268
  nChanged 344
		SP:Iteration 9Q (46593.450000 sec): 3 clusters
  Score: Raw -744607.772845 + Penalty 2908.838877 = -741698.933968
  nChanged 296
		SP:Iteration 10Q (46593.580000 sec): 3 clusters
  Score: Raw -744782.387101 + Penalty 2908.838877 = -741873.548224
  nChanged 278
		SP:Iteration 11Q (46593.710000 sec): 3 clusters
  Score: Raw -744955.386084 + Penalty 2908.838877 = -742046.547208
  nChanged 219
		SP:Iteration 12Q (46593.840000 sec): 3 clusters
  Score: Raw -745096.975718 + Penalty 2908.838877 = -742188.136842
  nChanged 180
		SP:Iteration 13Q (46593.960000 sec): 3 clusters
  Score: Raw -745235.556034 + Penalty 2908.838877 = -742326.717158
  nChanged 151
		SP:Iteration 14Q (46594.080000 sec): 3 clusters
  Score: Raw -745387.892117 + Penalty 2908.838877 = -742479.053240
  nChanged 147
		SP:Iteration 15Q (46594.200000 sec): 3 clusters
  Score: Raw -745543.219978 + Penalty 2908.838877 = -742634.381102
  nChanged 122
		SP:Iteration 16Q (46594.320000 sec): 3 clusters
  Score: Raw -745655.621583 + Penalty 2908.838877 = -742746.782706
  nChanged 77
		SP:Iteration 17Q (46594.440000 sec): 3 clusters
  Score: Raw -745709.490024 + Penalty 2908.838877 = -742800.651147
  nChanged 61
		SP:Iteration 18Q (46594.550000 sec): 3 clusters
  Score: Raw -745744.569095 + Penalty 2908.838877 = -742835.730218
  nChanged 54
		SP:Iteration 19Q (46594.680000 sec): 3 clusters
  Score: Raw -745777.566096 + Penalty 2908.838877 = -742868.727219
  nChanged 56
		SP:Iteration 20F (46594.800000 sec): 3 clusters
  Score: Raw -745818.847554 + Penalty 2908.838877 = -742910.008678
  nChanged 47
		SP:Iteration 21Q (46594.920000 sec): 3 clusters
  Score: Raw -745846.902890 + Penalty 2908.838877 = -742938.064013
  nChanged 44
		SP:Iteration 22Q (46595.030000 sec): 3 clusters
  Score: Raw -745864.567700 + Penalty 2908.838877 = -742955.728824
  nChanged 28
		SP:Iteration 23Q (46595.160000 sec): 3 clusters
  Score: Raw -745875.796799 + Penalty 2908.838877 = -742966.957923
  nChanged 25
		SP:Iteration 24Q (46595.280000 sec): 3 clusters
  Score: Raw -745887.666929 + Penalty 2908.838877 = -742978.828053
  nChanged 25
		SP:Iteration 25Q (46595.410000 sec): 3 clusters
  Score: Raw -745900.071500 + Penalty 2908.838877 = -742991.232623
  nChanged 26
		SP:Iteration 26Q (46595.530000 sec): 3 clusters
  Score: Raw -745913.608780 + Penalty 2908.838877 = -743004.769904
  nChanged 15
		SP:Iteration 27Q (46595.660000 sec): 3 clusters
  Score: Raw -745919.734469 + Penalty 2908.838877 = -743010.895592
  nChanged 15
		SP:Iteration 28Q (46595.780000 sec): 3 clusters
  Score: Raw -745925.472906 + Penalty 2908.838877 = -743016.634029
  nChanged 14
		SP:Iteration 29Q (46595.910000 sec): 3 clusters
  Score: Raw -745930.165349 + Penalty 2908.838877 = -743021.326472
  nChanged 13
		SP:Iteration 30Q (46596.030000 sec): 3 clusters
  Score: Raw -745934.294434 + Penalty 2908.838877 = -743025.455557
  nChanged 8
		SP:Iteration 31Q (46596.150000 sec): 3 clusters
  Score: Raw -745936.589414 + Penalty 2908.838877 = -743027.750537
  nChanged 6
		SP:Iteration 32Q (46596.280000 sec): 3 clusters
  Score: Raw -745938.734453 + Penalty 2908.838877 = -743029.895576
  nChanged 6
		SP:Iteration 33Q (46596.400000 sec): 3 clusters
  Score: Raw -745940.301448 + Penalty 2908.838877 = -743031.462571
  nChanged 4
		SP:Iteration 34Q (46596.530000 sec): 3 clusters
  Score: Raw -745941.032802 + Penalty 2908.838877 = -743032.193925
  nChanged 1
		SP:Iteration 35Q (46596.650000 sec): 3 clusters
  Score: Raw -745941.260338 + Penalty 2908.838877 = -743032.421462
  nChanged 1
		SP:Iteration 36Q (46596.770000 sec): 3 clusters
  Score: Raw -745941.349825 + Penalty 2908.838877 = -743032.510948
  nChanged 0
		SP:Iteration 37F (46596.910000 sec): 3 clusters
  Score: Raw -745941.349825 + Penalty 2908.838877 = -743032.510948
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 64 (2897 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46596.980000 sec): 2 clusters
  Score: Raw -230897.438914 + Penalty 1295.357537 = -229602.081377
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46597.040000 sec): 3 clusters
  Score: Raw -229576.118878 + Penalty 2590.715074 = -226985.403803
  nChanged 1121
		SP:Iteration 1F (46597.100000 sec): 3 clusters
  Score: Raw -230278.571372 + Penalty 2590.715074 = -227687.856297
  nChanged 225
		SP:Iteration 2F (46597.160000 sec): 3 clusters
  Score: Raw -230455.205920 + Penalty 2590.715074 = -227864.490845
  nChanged 186
		SP:Iteration 3F (46597.210000 sec): 3 clusters
  Score: Raw -230623.396761 + Penalty 2590.715074 = -228032.681687
  nChanged 159
		SP:Iteration 4F (46597.270000 sec): 3 clusters
  Score: Raw -230777.203778 + Penalty 2590.715074 = -228186.488704
  nChanged 139
		SP:Iteration 5Q (46597.320000 sec): 3 clusters
  Score: Raw -230894.392834 + Penalty 2590.715074 = -228303.677760
  nChanged 110
		SP:Iteration 6Q (46597.380000 sec): 3 clusters
  Score: Raw -230978.938904 + Penalty 2590.715074 = -228388.223830
  nChanged 86
		SP:Iteration 7Q (46597.430000 sec): 3 clusters
  Score: Raw -231036.004503 + Penalty 2590.715074 = -228445.289428
  nChanged 64
		SP:Iteration 8Q (46597.490000 sec): 3 clusters
  Score: Raw -231073.012889 + Penalty 2590.715074 = -228482.297815
  nChanged 53
		SP:Iteration 9Q (46597.540000 sec): 3 clusters
  Score: Raw -231107.198221 + Penalty 2590.715074 = -228516.483147
  nChanged 47
		SP:Iteration 10Q (46597.600000 sec): 3 clusters
  Score: Raw -231130.088947 + Penalty 2590.715074 = -228539.373873
  nChanged 40
		SP:Iteration 11Q (46597.660000 sec): 3 clusters
  Score: Raw -231156.592197 + Penalty 2590.715074 = -228565.877123
  nChanged 43
		SP:Iteration 12Q (46597.710000 sec): 3 clusters
  Score: Raw -231172.633809 + Penalty 2590.715074 = -228581.918735
  nChanged 21
		SP:Iteration 13Q (46597.770000 sec): 3 clusters
  Score: Raw -231181.330664 + Penalty 2590.715074 = -228590.615590
  nChanged 17
		SP:Iteration 14Q (46597.830000 sec): 3 clusters
  Score: Raw -231187.749029 + Penalty 2590.715074 = -228597.033954
  nChanged 15
		SP:Iteration 15Q (46597.880000 sec): 3 clusters
  Score: Raw -231194.652927 + Penalty 2590.715074 = -228603.937853
  nChanged 16
		SP:Iteration 16Q (46597.940000 sec): 3 clusters
  Score: Raw -231200.274305 + Penalty 2590.715074 = -228609.559231
  nChanged 15
		SP:Iteration 17Q (46597.990000 sec): 3 clusters
  Score: Raw -231206.364300 + Penalty 2590.715074 = -228615.649225
  nChanged 12
		SP:Iteration 18Q (46598.050000 sec): 3 clusters
  Score: Raw -231210.992272 + Penalty 2590.715074 = -228620.277198
  nChanged 6
		SP:Iteration 19Q (46598.110000 sec): 3 clusters
  Score: Raw -231213.183381 + Penalty 2590.715074 = -228622.468307
  nChanged 3
		SP:Iteration 20F (46598.160000 sec): 3 clusters
  Score: Raw -231214.129474 + Penalty 2590.715074 = -228623.414400
  nChanged 2
		SP:Iteration 21Q (46598.210000 sec): 3 clusters
  Score: Raw -231214.748248 + Penalty 2590.715074 = -228624.033173
  nChanged 2
		SP:Iteration 22Q (46598.270000 sec): 3 clusters
  Score: Raw -231215.395201 + Penalty 2590.715074 = -228624.680127
  nChanged 3
		SP:Iteration 23Q (46598.330000 sec): 3 clusters
  Score: Raw -231215.890141 + Penalty 2590.715074 = -228625.175067
  nChanged 3
		SP:Iteration 24Q (46598.380000 sec): 3 clusters
  Score: Raw -231216.973906 + Penalty 2590.715074 = -228626.258832
  nChanged 5
		SP:Iteration 25Q (46598.440000 sec): 3 clusters
  Score: Raw -231219.979127 + Penalty 2590.715074 = -228629.264053
  nChanged 9
		SP:Iteration 26Q (46598.490000 sec): 3 clusters
  Score: Raw -231223.582014 + Penalty 2590.715074 = -228632.866939
  nChanged 5
		SP:Iteration 27Q (46598.550000 sec): 3 clusters
  Score: Raw -231226.728393 + Penalty 2590.715074 = -228636.013319
  nChanged 3
		SP:Iteration 28Q (46598.610000 sec): 3 clusters
  Score: Raw -231228.530957 + Penalty 2590.715074 = -228637.815883
  nChanged 6
		SP:Iteration 29Q (46598.660000 sec): 3 clusters
  Score: Raw -231231.132191 + Penalty 2590.715074 = -228640.417117
  nChanged 4
		SP:Iteration 30Q (46598.720000 sec): 3 clusters
  Score: Raw -231232.544709 + Penalty 2590.715074 = -228641.829634
  nChanged 5
		SP:Iteration 31Q (46598.780000 sec): 3 clusters
  Score: Raw -231233.671771 + Penalty 2590.715074 = -228642.956696
  nChanged 2
		SP:Iteration 32Q (46598.830000 sec): 3 clusters
  Score: Raw -231233.985010 + Penalty 2590.715074 = -228643.269935
  nChanged 0
		SP:Iteration 33F (46598.890000 sec): 3 clusters
  Score: Raw -231233.985010 + Penalty 2590.715074 = -228643.269935
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 65 (3548 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46598.960000 sec): 2 clusters
  Score: Raw -298648.341843 + Penalty 1328.297643 = -297320.044200
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46599.030000 sec): 3 clusters
  Score: Raw -296861.673688 + Penalty 2656.595287 = -294205.078402
  nChanged 1451
		SP:Iteration 1F (46599.100000 sec): 3 clusters
  Score: Raw -297731.728222 + Penalty 2656.595287 = -295075.132935
  nChanged 284
		SP:Iteration 2F (46599.170000 sec): 3 clusters
  Score: Raw -297922.510008 + Penalty 2656.595287 = -295265.914721
  nChanged 217
		SP:Iteration 3F (46599.230000 sec): 3 clusters
  Score: Raw -298083.122254 + Penalty 2656.595287 = -295426.526968
  nChanged 184
		SP:Iteration 4F (46599.300000 sec): 3 clusters
  Score: Raw -298221.022647 + Penalty 2656.595287 = -295564.427360
  nChanged 194
		SP:Iteration 5F (46599.370000 sec): 3 clusters
  Score: Raw -298354.684230 + Penalty 2656.595287 = -295698.088943
  nChanged 148
		SP:Iteration 6Q (46599.430000 sec): 3 clusters
  Score: Raw -298461.687036 + Penalty 2656.595287 = -295805.091750
  nChanged 130
		SP:Iteration 7Q (46599.500000 sec): 3 clusters
  Score: Raw -298550.931835 + Penalty 2656.595287 = -295894.336548
  nChanged 118
		SP:Iteration 8Q (46599.570000 sec): 3 clusters
  Score: Raw -298629.558294 + Penalty 2656.595287 = -295972.963007
  nChanged 103
		SP:Iteration 9Q (46599.640000 sec): 3 clusters
  Score: Raw -298691.250065 + Penalty 2656.595287 = -296034.654779
  nChanged 79
		SP:Iteration 10Q (46599.710000 sec): 3 clusters
  Score: Raw -298735.756637 + Penalty 2656.595287 = -296079.161351
  nChanged 89
		SP:Iteration 11Q (46599.770000 sec): 3 clusters
  Score: Raw -298786.529837 + Penalty 2656.595287 = -296129.934550
  nChanged 89
		SP:Iteration 12Q (46599.840000 sec): 3 clusters
  Score: Raw -298833.416957 + Penalty 2656.595287 = -296176.821670
  nChanged 84
		SP:Iteration 13Q (46599.910000 sec): 3 clusters
  Score: Raw -298880.522670 + Penalty 2656.595287 = -296223.927383
  nChanged 76
		SP:Iteration 14Q (46599.980000 sec): 3 clusters
  Score: Raw -298922.575426 + Penalty 2656.595287 = -296265.980139
  nChanged 69
		SP:Iteration 15Q (46600.050000 sec): 3 clusters
  Score: Raw -298962.007299 + Penalty 2656.595287 = -296305.412013
  nChanged 61
		SP:Iteration 16Q (46600.110000 sec): 3 clusters
  Score: Raw -298996.454620 + Penalty 2656.595287 = -296339.859334
  nChanged 52
		SP:Iteration 17Q (46600.180000 sec): 3 clusters
  Score: Raw -299024.102541 + Penalty 2656.595287 = -296367.507255
  nChanged 36
		SP:Iteration 18Q (46600.250000 sec): 3 clusters
  Score: Raw -299047.431951 + Penalty 2656.595287 = -296390.836665
  nChanged 33
		SP:Iteration 19Q (46600.310000 sec): 3 clusters
  Score: Raw -299065.259812 + Penalty 2656.595287 = -296408.664525
  nChanged 29
		SP:Iteration 20F (46600.380000 sec): 3 clusters
  Score: Raw -299081.703323 + Penalty 2656.595287 = -296425.108036
  nChanged 22
		SP:Iteration 21Q (46600.450000 sec): 3 clusters
  Score: Raw -299093.618707 + Penalty 2656.595287 = -296437.023420
  nChanged 17
		SP:Iteration 22Q (46600.520000 sec): 3 clusters
  Score: Raw -299104.562540 + Penalty 2656.595287 = -296447.967254
  nChanged 17
		SP:Iteration 23Q (46600.590000 sec): 3 clusters
  Score: Raw -299111.874180 + Penalty 2656.595287 = -296455.278893
  nChanged 15
		SP:Iteration 24Q (46600.650000 sec): 3 clusters
  Score: Raw -299117.152016 + Penalty 2656.595287 = -296460.556729
  nChanged 6
		SP:Iteration 25Q (46600.720000 sec): 3 clusters
  Score: Raw -299118.928451 + Penalty 2656.595287 = -296462.333164
  nChanged 3
		SP:Iteration 26Q (46600.790000 sec): 3 clusters
  Score: Raw -299119.703392 + Penalty 2656.595287 = -296463.108106
  nChanged 5
		SP:Iteration 27Q (46600.850000 sec): 3 clusters
  Score: Raw -299120.762694 + Penalty 2656.595287 = -296464.167407
  nChanged 0
		SP:Iteration 28F (46600.920000 sec): 3 clusters
  Score: Raw -299120.762694 + Penalty 2656.595287 = -296464.167407
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 66 (2149 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46600.980000 sec): 2 clusters
  Score: Raw -186595.215117 + Penalty 1246.823158 = -185348.391959
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46601.030000 sec): 3 clusters
  Score: Raw -185697.203428 + Penalty 2493.646316 = -183203.557112
  nChanged 743
		SP:Iteration 1F (46601.070000 sec): 3 clusters
  Score: Raw -186243.767048 + Penalty 2493.646316 = -183750.120732
  nChanged 207
		SP:Iteration 2F (46601.110000 sec): 3 clusters
  Score: Raw -186446.684793 + Penalty 2493.646316 = -183953.038477
  nChanged 138
		SP:Iteration 3F (46601.150000 sec): 3 clusters
  Score: Raw -186595.661219 + Penalty 2493.646316 = -184102.014902
  nChanged 93
		SP:Iteration 4Q (46601.190000 sec): 3 clusters
  Score: Raw -186673.483110 + Penalty 2493.646316 = -184179.836793
  nChanged 85
		SP:Iteration 5Q (46601.230000 sec): 3 clusters
  Score: Raw -186744.564740 + Penalty 2493.646316 = -184250.918424
  nChanged 90
		SP:Iteration 6Q (46601.280000 sec): 3 clusters
  Score: Raw -186828.731977 + Penalty 2493.646316 = -184335.085661
  nChanged 84
		SP:Iteration 7Q (46601.320000 sec): 3 clusters
  Score: Raw -186916.837912 + Penalty 2493.646316 = -184423.191596
  nChanged 82
		SP:Iteration 8Q (46601.370000 sec): 3 clusters
  Score: Raw -187000.339795 + Penalty 2493.646316 = -184506.693479
  nChanged 71
		SP:Iteration 9Q (46601.410000 sec): 3 clusters
  Score: Raw -187072.241827 + Penalty 2493.646316 = -184578.595510
  nChanged 64
		SP:Iteration 10Q (46601.450000 sec): 3 clusters
  Score: Raw -187122.998544 + Penalty 2493.646316 = -184629.352228
  nChanged 45
		SP:Iteration 11Q (46601.490000 sec): 3 clusters
  Score: Raw -187155.728624 + Penalty 2493.646316 = -184662.082308
  nChanged 33
		SP:Iteration 12Q (46601.540000 sec): 3 clusters
  Score: Raw -187177.394188 + Penalty 2493.646316 = -184683.747872
  nChanged 30
		SP:Iteration 13Q (46601.580000 sec): 3 clusters
  Score: Raw -187199.265196 + Penalty 2493.646316 = -184705.618879
  nChanged 20
		SP:Iteration 14Q (46601.620000 sec): 3 clusters
  Score: Raw -187220.506647 + Penalty 2493.646316 = -184726.860331
  nChanged 23
		SP:Iteration 15Q (46601.660000 sec): 3 clusters
  Score: Raw -187244.375245 + Penalty 2493.646316 = -184750.728929
  nChanged 20
		SP:Iteration 16Q (46601.700000 sec): 3 clusters
  Score: Raw -187259.672049 + Penalty 2493.646316 = -184766.025733
  nChanged 13
		SP:Iteration 17Q (46601.740000 sec): 3 clusters
  Score: Raw -187267.783380 + Penalty 2493.646316 = -184774.137064
  nChanged 7
		SP:Iteration 18Q (46601.790000 sec): 3 clusters
  Score: Raw -187271.759219 + Penalty 2493.646316 = -184778.112903
  nChanged 10
		SP:Iteration 19Q (46601.830000 sec): 3 clusters
  Score: Raw -187278.574441 + Penalty 2493.646316 = -184784.928124
  nChanged 10
		SP:Iteration 20F (46601.870000 sec): 3 clusters
  Score: Raw -187284.645354 + Penalty 2493.646316 = -184790.999038
  nChanged 12
		SP:Iteration 21Q (46601.910000 sec): 3 clusters
  Score: Raw -187292.866745 + Penalty 2493.646316 = -184799.220428
  nChanged 11
		SP:Iteration 22Q (46601.950000 sec): 3 clusters
  Score: Raw -187300.485903 + Penalty 2493.646316 = -184806.839586
  nChanged 4
		SP:Iteration 23Q (46602.000000 sec): 3 clusters
  Score: Raw -187302.667743 + Penalty 2493.646316 = -184809.021427
  nChanged 2
		SP:Iteration 24Q (46602.040000 sec): 3 clusters
  Score: Raw -187303.606952 + Penalty 2493.646316 = -184809.960636
  nChanged 3
		SP:Iteration 25Q (46602.080000 sec): 3 clusters
  Score: Raw -187305.193211 + Penalty 2493.646316 = -184811.546895
  nChanged 1
		SP:Iteration 26Q (46602.120000 sec): 3 clusters
  Score: Raw -187305.423335 + Penalty 2493.646316 = -184811.777018
  nChanged 0
		SP:Iteration 27F (46602.160000 sec): 3 clusters
  Score: Raw -187305.423335 + Penalty 2493.646316 = -184811.777018
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 67 (110380 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46602.860000 sec): 2 clusters
  Score: Raw -9952618.417939 + Penalty 1886.898689 = -9950731.519250
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46603.870000 sec): 3 clusters
  Score: Raw -9880225.409804 + Penalty 3773.797377 = -9876451.612427
  nChanged 53274
		SP:Iteration 1F (46604.910000 sec): 3 clusters
  Score: Raw -9912138.370701 + Penalty 3773.797377 = -9908364.573324
  nChanged 4544
		SP:Iteration 2Q (46606.030000 sec): 3 clusters
  Score: Raw -9914015.587112 + Penalty 3773.797377 = -9910241.789735
  nChanged 5345
		SP:Iteration 3Q (46607.150000 sec): 3 clusters
  Score: Raw -9916799.289054 + Penalty 3773.797377 = -9913025.491677
  nChanged 6404
		SP:Iteration 4F (46608.170000 sec): 3 clusters
  Score: Raw -9920605.002619 + Penalty 3773.797377 = -9916831.205242
  nChanged 6841
		SP:Iteration 5F (46609.200000 sec): 3 clusters
  Score: Raw -9925248.224310 + Penalty 3773.797377 = -9921474.426933
  nChanged 7023
		SP:Iteration 6F (46610.240000 sec): 3 clusters
  Score: Raw -9930574.825509 + Penalty 3773.797377 = -9926801.028132
  nChanged 6878
		SP:Iteration 7F (46611.270000 sec): 3 clusters
  Score: Raw -9936214.668029 + Penalty 3773.797377 = -9932440.870651
  nChanged 6284
		SP:Iteration 8F (46612.310000 sec): 3 clusters
  Score: Raw -9941308.551392 + Penalty 3773.797377 = -9937534.754015
  nChanged 5308
		SP:Iteration 9Q (46613.360000 sec): 3 clusters
  Score: Raw -9945389.462102 + Penalty 3773.797377 = -9941615.664725
  nChanged 4069
		SP:Iteration 10Q (46614.410000 sec): 3 clusters
  Score: Raw -9948223.084163 + Penalty 3773.797377 = -9944449.286786
  nChanged 3066
		SP:Iteration 11Q (46615.460000 sec): 3 clusters
  Score: Raw -9950105.157958 + Penalty 3773.797377 = -9946331.360581
  nChanged 2187
		SP:Iteration 12Q (46616.530000 sec): 3 clusters
  Score: Raw -9951272.204799 + Penalty 3773.797377 = -9947498.407422
  nChanged 1511
		SP:Iteration 13Q (46617.580000 sec): 3 clusters
  Score: Raw -9951972.108940 + Penalty 3773.797377 = -9948198.311563
  nChanged 1026
		SP:Iteration 14Q (46618.640000 sec): 3 clusters
  Score: Raw -9952392.435231 + Penalty 3773.797377 = -9948618.637854
  nChanged 725
		SP:Iteration 15Q (46619.700000 sec): 3 clusters
  Score: Raw -9952658.587150 + Penalty 3773.797377 = -9948884.789773
  nChanged 511
		SP:Iteration 16Q (46620.740000 sec): 3 clusters
  Score: Raw -9952824.276866 + Penalty 3773.797377 = -9949050.479489
  nChanged 381
		SP:Iteration 17Q (46621.790000 sec): 3 clusters
  Score: Raw -9952939.317373 + Penalty 3773.797377 = -9949165.519996
  nChanged 279
		SP:Iteration 18Q (46622.840000 sec): 3 clusters
  Score: Raw -9953021.230336 + Penalty 3773.797377 = -9949247.432959
  nChanged 226
		SP:Iteration 19Q (46623.920000 sec): 3 clusters
  Score: Raw -9953084.330658 + Penalty 3773.797377 = -9949310.533281
  nChanged 163
		SP:Iteration 20F (46624.950000 sec): 3 clusters
  Score: Raw -9953124.426314 + Penalty 3773.797377 = -9949350.628937
  nChanged 134
		SP:Iteration 21Q (46626.040000 sec): 3 clusters
  Score: Raw -9953160.409752 + Penalty 3773.797377 = -9949386.612375
  nChanged 120
		SP:Iteration 22Q (46627.120000 sec): 3 clusters
  Score: Raw -9953189.417315 + Penalty 3773.797377 = -9949415.619938
  nChanged 99
		SP:Iteration 23Q (46628.170000 sec): 3 clusters
  Score: Raw -9953212.563967 + Penalty 3773.797377 = -9949438.766590
  nChanged 91
		SP:Iteration 24Q (46629.230000 sec): 3 clusters
  Score: Raw -9953235.441326 + Penalty 3773.797377 = -9949461.643949
  nChanged 83
		SP:Iteration 25Q (46630.290000 sec): 3 clusters
  Score: Raw -9953254.592788 + Penalty 3773.797377 = -9949480.795411
  nChanged 56
		SP:Iteration 26Q (46631.350000 sec): 3 clusters
  Score: Raw -9953266.286677 + Penalty 3773.797377 = -9949492.489300
  nChanged 60
		SP:Iteration 27Q (46632.410000 sec): 3 clusters
  Score: Raw -9953279.328437 + Penalty 3773.797377 = -9949505.531060
  nChanged 45
		SP:Iteration 28Q (46633.470000 sec): 3 clusters
  Score: Raw -9953289.030003 + Penalty 3773.797377 = -9949515.232626
  nChanged 45
		SP:Iteration 29Q (46634.530000 sec): 3 clusters
  Score: Raw -9953297.510775 + Penalty 3773.797377 = -9949523.713398
  nChanged 36
		SP:Iteration 30Q (46635.590000 sec): 3 clusters
  Score: Raw -9953305.819333 + Penalty 3773.797377 = -9949532.021956
  nChanged 41
		SP:Iteration 31Q (46636.650000 sec): 3 clusters
  Score: Raw -9953313.783182 + Penalty 3773.797377 = -9949539.985805
  nChanged 41
		SP:Iteration 32Q (46637.690000 sec): 3 clusters
  Score: Raw -9953322.076939 + Penalty 3773.797377 = -9949548.279562
  nChanged 31
		SP:Iteration 33Q (46638.750000 sec): 3 clusters
  Score: Raw -9953328.291438 + Penalty 3773.797377 = -9949554.494061
  nChanged 29
		SP:Iteration 34Q (46639.810000 sec): 3 clusters
  Score: Raw -9953333.779545 + Penalty 3773.797377 = -9949559.982168
  nChanged 14
		SP:Iteration 35Q (46640.870000 sec): 3 clusters
  Score: Raw -9953336.413538 + Penalty 3773.797377 = -9949562.616161
  nChanged 14
		SP:Iteration 36Q (46641.910000 sec): 3 clusters
  Score: Raw -9953338.550705 + Penalty 3773.797377 = -9949564.753328
  nChanged 14
		SP:Iteration 37Q (46642.970000 sec): 3 clusters
  Score: Raw -9953340.360345 + Penalty 3773.797377 = -9949566.562968
  nChanged 12
		SP:Iteration 38Q (46644.040000 sec): 3 clusters
  Score: Raw -9953342.459873 + Penalty 3773.797377 = -9949568.662496
  nChanged 12
		SP:Iteration 39Q (46645.070000 sec): 3 clusters
  Score: Raw -9953344.124403 + Penalty 3773.797377 = -9949570.327026
  nChanged 8
		SP:Iteration 40F (46646.080000 sec): 3 clusters
  Score: Raw -9953345.473543 + Penalty 3773.797377 = -9949571.676166
  nChanged 8
		SP:Iteration 41Q (46647.170000 sec): 3 clusters
  Score: Raw -9953346.830962 + Penalty 3773.797377 = -9949573.033585
  nChanged 6
		SP:Iteration 42Q (46648.230000 sec): 3 clusters
  Score: Raw -9953347.657223 + Penalty 3773.797377 = -9949573.859846
  nChanged 3
		SP:Iteration 43Q (46649.300000 sec): 3 clusters
  Score: Raw -9953347.998551 + Penalty 3773.797377 = -9949574.201174
  nChanged 3
		SP:Iteration 44Q (46650.360000 sec): 3 clusters
  Score: Raw -9953348.412019 + Penalty 3773.797377 = -9949574.614642
  nChanged 1
		SP:Iteration 45Q (46651.430000 sec): 3 clusters
  Score: Raw -9953348.605133 + Penalty 3773.797377 = -9949574.807756
  nChanged 4
		SP:Iteration 46Q (46652.470000 sec): 3 clusters
  Score: Raw -9953349.317164 + Penalty 3773.797377 = -9949575.519787
  nChanged 6
		SP:Iteration 47Q (46653.530000 sec): 3 clusters
  Score: Raw -9953350.075933 + Penalty 3773.797377 = -9949576.278556
  nChanged 3
		SP:Iteration 48Q (46654.590000 sec): 3 clusters
  Score: Raw -9953350.519072 + Penalty 3773.797377 = -9949576.721695
  nChanged 2
		SP:Iteration 49Q (46655.630000 sec): 3 clusters
  Score: Raw -9953350.740275 + Penalty 3773.797377 = -9949576.942898
  nChanged 0
		SP:Iteration 50F (46656.640000 sec): 3 clusters
  Score: Raw -9953350.740275 + Penalty 3773.797377 = -9949576.942898
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 68 (3070 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46656.700000 sec): 2 clusters
  Score: Raw -266545.179054 + Penalty 1304.782837 = -265240.396217
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46656.780000 sec): 3 clusters
  Score: Raw -265084.540186 + Penalty 2609.565673 = -262474.974513
  nChanged 1144
		SP:Iteration 1F (46656.840000 sec): 3 clusters
  Score: Raw -265785.245267 + Penalty 2609.565673 = -263175.679594
  nChanged 221
		SP:Iteration 2F (46656.910000 sec): 3 clusters
  Score: Raw -265933.532166 + Penalty 2609.565673 = -263323.966493
  nChanged 169
		SP:Iteration 3F (46656.970000 sec): 3 clusters
  Score: Raw -266059.279812 + Penalty 2609.565673 = -263449.714139
  nChanged 137
		SP:Iteration 4Q (46657.030000 sec): 3 clusters
  Score: Raw -266170.862978 + Penalty 2609.565673 = -263561.297305
  nChanged 132
		SP:Iteration 5Q (46657.090000 sec): 3 clusters
  Score: Raw -266300.057205 + Penalty 2609.565673 = -263690.491532
  nChanged 127
		SP:Iteration 6Q (46657.150000 sec): 3 clusters
  Score: Raw -266394.228209 + Penalty 2609.565673 = -263784.662535
  nChanged 101
		SP:Iteration 7Q (46657.210000 sec): 3 clusters
  Score: Raw -266461.402579 + Penalty 2609.565673 = -263851.836906
  nChanged 95
		SP:Iteration 8Q (46657.280000 sec): 3 clusters
  Score: Raw -266525.022152 + Penalty 2609.565673 = -263915.456478
  nChanged 85
		SP:Iteration 9Q (46657.340000 sec): 3 clusters
  Score: Raw -266581.797677 + Penalty 2609.565673 = -263972.232004
  nChanged 89
		SP:Iteration 10Q (46657.400000 sec): 3 clusters
  Score: Raw -266640.608088 + Penalty 2609.565673 = -264031.042415
  nChanged 84
		SP:Iteration 11Q (46657.460000 sec): 3 clusters
  Score: Raw -266714.081767 + Penalty 2609.565673 = -264104.516094
  nChanged 87
		SP:Iteration 12Q (46657.530000 sec): 3 clusters
  Score: Raw -266802.889116 + Penalty 2609.565673 = -264193.323443
  nChanged 106
		SP:Iteration 13Q (46657.590000 sec): 3 clusters
  Score: Raw -266934.284092 + Penalty 2609.565673 = -264324.718419
  nChanged 132
		SP:Iteration 14Q (46657.650000 sec): 3 clusters
  Score: Raw -267111.299048 + Penalty 2609.565673 = -264501.733375
  nChanged 119
		SP:Iteration 15Q (46657.710000 sec): 3 clusters
  Score: Raw -267297.879193 + Penalty 2609.565673 = -264688.313519
  nChanged 102
		SP:Iteration 16Q (46657.770000 sec): 3 clusters
  Score: Raw -267423.538818 + Penalty 2609.565673 = -264813.973145
  nChanged 63
		SP:Iteration 17Q (46657.830000 sec): 3 clusters
  Score: Raw -267473.108066 + Penalty 2609.565673 = -264863.542393
  nChanged 38
		SP:Iteration 18Q (46657.890000 sec): 3 clusters
  Score: Raw -267499.935149 + Penalty 2609.565673 = -264890.369476
  nChanged 25
		SP:Iteration 19Q (46657.950000 sec): 3 clusters
  Score: Raw -267514.246771 + Penalty 2609.565673 = -264904.681098
  nChanged 13
		SP:Iteration 20F (46658.010000 sec): 3 clusters
  Score: Raw -267518.879685 + Penalty 2609.565673 = -264909.314012
  nChanged 7
		SP:Iteration 21Q (46658.070000 sec): 3 clusters
  Score: Raw -267521.218387 + Penalty 2609.565673 = -264911.652714
  nChanged 1
		SP:Iteration 22Q (46658.130000 sec): 3 clusters
  Score: Raw -267521.496683 + Penalty 2609.565673 = -264911.931010
  nChanged 1
		SP:Iteration 23Q (46658.190000 sec): 3 clusters
  Score: Raw -267521.646567 + Penalty 2609.565673 = -264912.080894
  nChanged 0
		SP:Iteration 24F (46658.250000 sec): 3 clusters
  Score: Raw -267521.646567 + Penalty 2609.565673 = -264912.080894
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 69 (1499 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46658.310000 sec): 2 clusters
  Score: Raw -131579.949367 + Penalty 1188.289943 = -130391.659424
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46658.340000 sec): 3 clusters
  Score: Raw -130991.707943 + Penalty 2376.579887 = -128615.128056
  nChanged 505
		SP:Iteration 1F (46658.370000 sec): 3 clusters
  Score: Raw -131359.578721 + Penalty 2376.579887 = -128982.998834
  nChanged 129
		SP:Iteration 2F (46658.400000 sec): 3 clusters
  Score: Raw -131464.481168 + Penalty 2376.579887 = -129087.901281
  nChanged 76
		SP:Iteration 3F (46658.430000 sec): 3 clusters
  Score: Raw -131525.590762 + Penalty 2376.579887 = -129149.010875
  nChanged 41
		SP:Iteration 4Q (46658.460000 sec): 3 clusters
  Score: Raw -131556.262315 + Penalty 2376.579887 = -129179.682428
  nChanged 26
		SP:Iteration 5Q (46658.490000 sec): 3 clusters
  Score: Raw -131575.109433 + Penalty 2376.579887 = -129198.529546
  nChanged 25
		SP:Iteration 6Q (46658.520000 sec): 3 clusters
  Score: Raw -131593.455454 + Penalty 2376.579887 = -129216.875567
  nChanged 20
		SP:Iteration 7Q (46658.550000 sec): 3 clusters
  Score: Raw -131609.906579 + Penalty 2376.579887 = -129233.326692
  nChanged 17
		SP:Iteration 8Q (46658.580000 sec): 3 clusters
  Score: Raw -131620.528365 + Penalty 2376.579887 = -129243.948478
  nChanged 13
		SP:Iteration 9Q (46658.610000 sec): 3 clusters
  Score: Raw -131629.331920 + Penalty 2376.579887 = -129252.752033
  nChanged 14
		SP:Iteration 10Q (46658.640000 sec): 3 clusters
  Score: Raw -131638.133845 + Penalty 2376.579887 = -129261.553958
  nChanged 10
		SP:Iteration 11Q (46658.670000 sec): 3 clusters
  Score: Raw -131644.827679 + Penalty 2376.579887 = -129268.247792
  nChanged 7
		SP:Iteration 12Q (46658.700000 sec): 3 clusters
  Score: Raw -131648.380131 + Penalty 2376.579887 = -129271.800244
  nChanged 7
		SP:Iteration 13Q (46658.730000 sec): 3 clusters
  Score: Raw -131652.005994 + Penalty 2376.579887 = -129275.426107
  nChanged 3
		SP:Iteration 14Q (46658.760000 sec): 3 clusters
  Score: Raw -131653.365089 + Penalty 2376.579887 = -129276.785202
  nChanged 2
		SP:Iteration 15Q (46658.790000 sec): 3 clusters
  Score: Raw -131654.590587 + Penalty 2376.579887 = -129278.010700
  nChanged 3
		SP:Iteration 16Q (46658.820000 sec): 3 clusters
  Score: Raw -131655.475906 + Penalty 2376.579887 = -129278.896019
  nChanged 4
		SP:Iteration 17Q (46658.850000 sec): 3 clusters
  Score: Raw -131656.767810 + Penalty 2376.579887 = -129280.187923
  nChanged 7
		SP:Iteration 18Q (46658.880000 sec): 3 clusters
  Score: Raw -131659.846319 + Penalty 2376.579887 = -129283.266432
  nChanged 2
		SP:Iteration 19Q (46658.910000 sec): 3 clusters
  Score: Raw -131660.699245 + Penalty 2376.579887 = -129284.119359
  nChanged 1
		SP:Iteration 20F (46658.940000 sec): 3 clusters
  Score: Raw -131661.295498 + Penalty 2376.579887 = -129284.715611
  nChanged 1
		SP:Iteration 21Q (46658.970000 sec): 3 clusters
  Score: Raw -131663.660770 + Penalty 2376.579887 = -129287.080883
  nChanged 2
		SP:Iteration 22Q (46659.000000 sec): 3 clusters
  Score: Raw -131664.506019 + Penalty 2376.579887 = -129287.926133
  nChanged 0
		SP:Iteration 23F (46659.030000 sec): 3 clusters
  Score: Raw -131664.506019 + Penalty 2376.579887 = -129287.926133
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 70 (478 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46659.090000 sec): 2 clusters
  Score: Raw -44993.574991 + Penalty 1002.561744 = -43991.013247
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46659.100000 sec): 3 clusters
  Score: Raw -44922.114805 + Penalty 2005.123488 = -42916.991317
  nChanged 99
		SP:Iteration 1F (46659.110000 sec): 3 clusters
  Score: Raw -45039.353704 + Penalty 2005.123488 = -43034.230216
  nChanged 34
		SP:Iteration 2F (46659.130000 sec): 3 clusters
  Score: Raw -45094.678736 + Penalty 2005.123488 = -43089.555248
  nChanged 8
		SP:Iteration 3Q (46659.140000 sec): 3 clusters
  Score: Raw -45107.630064 + Penalty 2005.123488 = -43102.506576
  nChanged 6
		SP:Iteration 4Q (46659.150000 sec): 3 clusters
  Score: Raw -45115.922791 + Penalty 2005.123488 = -43110.799303
  nChanged 4
		SP:Iteration 5Q (46659.170000 sec): 3 clusters
  Score: Raw -45121.211015 + Penalty 2005.123488 = -43116.087527
  nChanged 1
		SP:Iteration 6Q (46659.180000 sec): 3 clusters
  Score: Raw -45121.915127 + Penalty 2005.123488 = -43116.791639
  nChanged 0
		SP:Iteration 7F (46659.200000 sec): 3 clusters
  Score: Raw -45121.915127 + Penalty 2005.123488 = -43116.791639
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 71 (5063 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46659.310000 sec): 2 clusters
  Score: Raw -434287.180392 + Penalty 1386.078602 = -432901.101790
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46659.410000 sec): 3 clusters
  Score: Raw -431675.133543 + Penalty 2772.157203 = -428902.976340
  nChanged 2018
		SP:Iteration 1F (46659.510000 sec): 3 clusters
  Score: Raw -432804.157197 + Penalty 2772.157203 = -430031.999993
  nChanged 372
		SP:Iteration 2F (46659.610000 sec): 3 clusters
  Score: Raw -433014.936847 + Penalty 2772.157203 = -430242.779643
  nChanged 286
		SP:Iteration 3F (46659.700000 sec): 3 clusters
  Score: Raw -433171.375391 + Penalty 2772.157203 = -430399.218188
  nChanged 244
		SP:Iteration 4Q (46659.790000 sec): 3 clusters
  Score: Raw -433310.630530 + Penalty 2772.157203 = -430538.473327
  nChanged 214
		SP:Iteration 5Q (46659.890000 sec): 3 clusters
  Score: Raw -433444.906573 + Penalty 2772.157203 = -430672.749370
  nChanged 206
		SP:Iteration 6Q (46659.990000 sec): 3 clusters
  Score: Raw -433577.900039 + Penalty 2772.157203 = -430805.742836
  nChanged 189
		SP:Iteration 7Q (46660.090000 sec): 3 clusters
  Score: Raw -433707.982347 + Penalty 2772.157203 = -430935.825143
  nChanged 190
		SP:Iteration 8Q (46660.180000 sec): 3 clusters
  Score: Raw -433851.690114 + Penalty 2772.157203 = -431079.532911
  nChanged 180
		SP:Iteration 9Q (46660.280000 sec): 3 clusters
  Score: Raw -433984.949371 + Penalty 2772.157203 = -431212.792168
  nChanged 175
		SP:Iteration 10Q (46660.370000 sec): 3 clusters
  Score: Raw -434111.046797 + Penalty 2772.157203 = -431338.889594
  nChanged 161
		SP:Iteration 11Q (46660.470000 sec): 3 clusters
  Score: Raw -434221.408949 + Penalty 2772.157203 = -431449.251745
  nChanged 138
		SP:Iteration 12Q (46660.570000 sec): 3 clusters
  Score: Raw -434309.735459 + Penalty 2772.157203 = -431537.578255
  nChanged 107
		SP:Iteration 13Q (46660.660000 sec): 3 clusters
  Score: Raw -434373.545336 + Penalty 2772.157203 = -431601.388133
  nChanged 94
		SP:Iteration 14Q (46660.760000 sec): 3 clusters
  Score: Raw -434420.644165 + Penalty 2772.157203 = -431648.486962
  nChanged 85
		SP:Iteration 15Q (46660.850000 sec): 3 clusters
  Score: Raw -434463.535294 + Penalty 2772.157203 = -431691.378090
  nChanged 79
		SP:Iteration 16Q (46660.950000 sec): 3 clusters
  Score: Raw -434507.564202 + Penalty 2772.157203 = -431735.406998
  nChanged 81
		SP:Iteration 17Q (46661.040000 sec): 3 clusters
  Score: Raw -434551.238885 + Penalty 2772.157203 = -431779.081681
  nChanged 65
		SP:Iteration 18Q (46661.130000 sec): 3 clusters
  Score: Raw -434577.260408 + Penalty 2772.157203 = -431805.103204
  nChanged 58
		SP:Iteration 19Q (46661.230000 sec): 3 clusters
  Score: Raw -434599.997830 + Penalty 2772.157203 = -431827.840626
  nChanged 47
		SP:Iteration 20F (46661.320000 sec): 3 clusters
  Score: Raw -434618.725932 + Penalty 2772.157203 = -431846.568728
  nChanged 40
		SP:Iteration 21Q (46661.410000 sec): 3 clusters
  Score: Raw -434630.462157 + Penalty 2772.157203 = -431858.304953
  nChanged 31
		SP:Iteration 22Q (46661.510000 sec): 3 clusters
  Score: Raw -434639.918028 + Penalty 2772.157203 = -431867.760825
  nChanged 26
		SP:Iteration 23Q (46661.600000 sec): 3 clusters
  Score: Raw -434647.164411 + Penalty 2772.157203 = -431875.007208
  nChanged 20
		SP:Iteration 24Q (46661.700000 sec): 3 clusters
  Score: Raw -434653.329492 + Penalty 2772.157203 = -431881.172289
  nChanged 24
		SP:Iteration 25Q (46661.790000 sec): 3 clusters
  Score: Raw -434660.810581 + Penalty 2772.157203 = -431888.653378
  nChanged 15
		SP:Iteration 26Q (46661.890000 sec): 3 clusters
  Score: Raw -434664.614916 + Penalty 2772.157203 = -431892.457712
  nChanged 15
		SP:Iteration 27Q (46661.980000 sec): 3 clusters
  Score: Raw -434669.298355 + Penalty 2772.157203 = -431897.141151
  nChanged 12
		SP:Iteration 28Q (46662.070000 sec): 3 clusters
  Score: Raw -434672.210921 + Penalty 2772.157203 = -431900.053718
  nChanged 8
		SP:Iteration 29Q (46662.170000 sec): 3 clusters
  Score: Raw -434674.103164 + Penalty 2772.157203 = -431901.945961
  nChanged 9
		SP:Iteration 30Q (46662.260000 sec): 3 clusters
  Score: Raw -434676.091042 + Penalty 2772.157203 = -431903.933838
  nChanged 13
		SP:Iteration 31Q (46662.350000 sec): 3 clusters
  Score: Raw -434679.204727 + Penalty 2772.157203 = -431907.047523
  nChanged 7
		SP:Iteration 32Q (46662.450000 sec): 3 clusters
  Score: Raw -434680.836903 + Penalty 2772.157203 = -431908.679699
  nChanged 3
		SP:Iteration 33Q (46662.540000 sec): 3 clusters
  Score: Raw -434681.296987 + Penalty 2772.157203 = -431909.139784
  nChanged 5
		SP:Iteration 34Q (46662.630000 sec): 3 clusters
  Score: Raw -434682.501827 + Penalty 2772.157203 = -431910.344623
  nChanged 6
		SP:Iteration 35Q (46662.730000 sec): 3 clusters
  Score: Raw -434684.172997 + Penalty 2772.157203 = -431912.015794
  nChanged 9
		SP:Iteration 36Q (46662.820000 sec): 3 clusters
  Score: Raw -434686.942191 + Penalty 2772.157203 = -431914.784988
  nChanged 7
		SP:Iteration 37Q (46662.910000 sec): 3 clusters
  Score: Raw -434688.460725 + Penalty 2772.157203 = -431916.303522
  nChanged 8
		SP:Iteration 38Q (46663.010000 sec): 3 clusters
  Score: Raw -434690.076060 + Penalty 2772.157203 = -431917.918857
  nChanged 6
		SP:Iteration 39Q (46663.100000 sec): 3 clusters
  Score: Raw -434691.151528 + Penalty 2772.157203 = -431918.994325
  nChanged 6
		SP:Iteration 40F (46663.190000 sec): 3 clusters
  Score: Raw -434691.965523 + Penalty 2772.157203 = -431919.808319
  nChanged 4
		SP:Iteration 41Q (46663.290000 sec): 3 clusters
  Score: Raw -434692.642320 + Penalty 2772.157203 = -431920.485117
  nChanged 3
		SP:Iteration 42Q (46663.380000 sec): 3 clusters
  Score: Raw -434693.260109 + Penalty 2772.157203 = -431921.102906
  nChanged 3
		SP:Iteration 43Q (46663.470000 sec): 3 clusters
  Score: Raw -434693.837879 + Penalty 2772.157203 = -431921.680676
  nChanged 5
		SP:Iteration 44Q (46663.570000 sec): 3 clusters
  Score: Raw -434694.931177 + Penalty 2772.157203 = -431922.773973
  nChanged 7
		SP:Iteration 45Q (46663.660000 sec): 3 clusters
  Score: Raw -434696.379928 + Penalty 2772.157203 = -431924.222724
  nChanged 9
		SP:Iteration 46Q (46663.760000 sec): 3 clusters
  Score: Raw -434698.270616 + Penalty 2772.157203 = -431926.113413
  nChanged 8
		SP:Iteration 47Q (46663.850000 sec): 3 clusters
  Score: Raw -434701.418911 + Penalty 2772.157203 = -431929.261708
  nChanged 13
		SP:Iteration 48Q (46663.940000 sec): 3 clusters
  Score: Raw -434704.582949 + Penalty 2772.157203 = -431932.425745
  nChanged 12
		SP:Iteration 49Q (46664.040000 sec): 3 clusters
  Score: Raw -434708.319411 + Penalty 2772.157203 = -431936.162207
  nChanged 9
		SP:Iteration 50Q (46664.130000 sec): 3 clusters
  Score: Raw -434710.580095 + Penalty 2772.157203 = -431938.422892
  nChanged 10
		SP:Iteration 51Q (46664.230000 sec): 3 clusters
  Score: Raw -434713.340395 + Penalty 2772.157203 = -431941.183192
  nChanged 12
		SP:Iteration 52Q (46664.320000 sec): 3 clusters
  Score: Raw -434717.221282 + Penalty 2772.157203 = -431945.064079
  nChanged 18
		SP:Iteration 53Q (46664.410000 sec): 3 clusters
  Score: Raw -434723.552282 + Penalty 2772.157203 = -431951.395079
  nChanged 18
		SP:Iteration 54Q (46664.510000 sec): 3 clusters
  Score: Raw -434728.395233 + Penalty 2772.157203 = -431956.238029
  nChanged 16
		SP:Iteration 55Q (46664.600000 sec): 3 clusters
  Score: Raw -434733.681764 + Penalty 2772.157203 = -431961.524560
  nChanged 18
		SP:Iteration 56Q (46664.690000 sec): 3 clusters
  Score: Raw -434739.190605 + Penalty 2772.157203 = -431967.033402
  nChanged 18
		SP:Iteration 57Q (46664.780000 sec): 3 clusters
  Score: Raw -434745.827282 + Penalty 2772.157203 = -431973.670078
  nChanged 24
		SP:Iteration 58Q (46664.880000 sec): 3 clusters
  Score: Raw -434756.957491 + Penalty 2772.157203 = -431984.800287
  nChanged 28
		SP:Iteration 59Q (46664.970000 sec): 3 clusters
  Score: Raw -434768.344444 + Penalty 2772.157203 = -431996.187240
  nChanged 34
		SP:Iteration 60F (46665.060000 sec): 3 clusters
  Score: Raw -434783.173908 + Penalty 2772.157203 = -432011.016704
  nChanged 36
		SP:Iteration 61Q (46665.160000 sec): 3 clusters
  Score: Raw -434801.409354 + Penalty 2772.157203 = -432029.252151
  nChanged 30
		SP:Iteration 62Q (46665.250000 sec): 3 clusters
  Score: Raw -434812.203162 + Penalty 2772.157203 = -432040.045959
  nChanged 30
		SP:Iteration 63Q (46665.340000 sec): 3 clusters
  Score: Raw -434819.951613 + Penalty 2772.157203 = -432047.794409
  nChanged 17
		SP:Iteration 64Q (46665.430000 sec): 3 clusters
  Score: Raw -434824.788882 + Penalty 2772.157203 = -432052.631679
  nChanged 19
		SP:Iteration 65Q (46665.530000 sec): 3 clusters
  Score: Raw -434831.372393 + Penalty 2772.157203 = -432059.215190
  nChanged 20
		SP:Iteration 66Q (46665.620000 sec): 3 clusters
  Score: Raw -434839.353027 + Penalty 2772.157203 = -432067.195824
  nChanged 22
		SP:Iteration 67Q (46665.710000 sec): 3 clusters
  Score: Raw -434846.817798 + Penalty 2772.157203 = -432074.660595
  nChanged 20
		SP:Iteration 68Q (46665.810000 sec): 3 clusters
  Score: Raw -434852.256636 + Penalty 2772.157203 = -432080.099433
  nChanged 17
		SP:Iteration 69Q (46665.900000 sec): 3 clusters
  Score: Raw -434857.835066 + Penalty 2772.157203 = -432085.677862
  nChanged 18
		SP:Iteration 70Q (46665.990000 sec): 3 clusters
  Score: Raw -434863.163437 + Penalty 2772.157203 = -432091.006233
  nChanged 25
		SP:Iteration 71Q (46666.080000 sec): 3 clusters
  Score: Raw -434870.777195 + Penalty 2772.157203 = -432098.619992
  nChanged 14
		SP:Iteration 72Q (46666.170000 sec): 3 clusters
  Score: Raw -434874.549426 + Penalty 2772.157203 = -432102.392223
  nChanged 13
		SP:Iteration 73Q (46666.270000 sec): 3 clusters
  Score: Raw -434878.185006 + Penalty 2772.157203 = -432106.027803
  nChanged 10
		SP:Iteration 74Q (46666.360000 sec): 3 clusters
  Score: Raw -434881.853504 + Penalty 2772.157203 = -432109.696301
  nChanged 12
		SP:Iteration 75Q (46666.450000 sec): 3 clusters
  Score: Raw -434885.036038 + Penalty 2772.157203 = -432112.878834
  nChanged 12
		SP:Iteration 76Q (46666.550000 sec): 3 clusters
  Score: Raw -434888.123290 + Penalty 2772.157203 = -432115.966087
  nChanged 12
		SP:Iteration 77Q (46666.640000 sec): 3 clusters
  Score: Raw -434891.249558 + Penalty 2772.157203 = -432119.092355
  nChanged 14
		SP:Iteration 78Q (46666.730000 sec): 3 clusters
  Score: Raw -434896.862062 + Penalty 2772.157203 = -432124.704859
  nChanged 16
		SP:Iteration 79Q (46666.820000 sec): 3 clusters
  Score: Raw -434903.707995 + Penalty 2772.157203 = -432131.550791
  nChanged 17
		SP:Iteration 80F (46666.910000 sec): 3 clusters
  Score: Raw -434909.209908 + Penalty 2772.157203 = -432137.052704
  nChanged 14
		SP:Iteration 81Q (46667.010000 sec): 3 clusters
  Score: Raw -434913.697482 + Penalty 2772.157203 = -432141.540278
  nChanged 10
		SP:Iteration 82Q (46667.100000 sec): 3 clusters
  Score: Raw -434916.491364 + Penalty 2772.157203 = -432144.334161
  nChanged 12
		SP:Iteration 83Q (46667.190000 sec): 3 clusters
  Score: Raw -434918.821039 + Penalty 2772.157203 = -432146.663836
  nChanged 6
		SP:Iteration 84Q (46667.290000 sec): 3 clusters
  Score: Raw -434920.914315 + Penalty 2772.157203 = -432148.757112
  nChanged 8
		SP:Iteration 85Q (46667.380000 sec): 3 clusters
  Score: Raw -434923.292962 + Penalty 2772.157203 = -432151.135758
  nChanged 12
		SP:Iteration 86Q (46667.470000 sec): 3 clusters
  Score: Raw -434927.282959 + Penalty 2772.157203 = -432155.125755
  nChanged 11
		SP:Iteration 87Q (46667.570000 sec): 3 clusters
  Score: Raw -434932.629413 + Penalty 2772.157203 = -432160.472210
  nChanged 11
		SP:Iteration 88Q (46667.660000 sec): 3 clusters
  Score: Raw -434937.082540 + Penalty 2772.157203 = -432164.925336
  nChanged 12
		SP:Iteration 89Q (46667.750000 sec): 3 clusters
  Score: Raw -434941.250703 + Penalty 2772.157203 = -432169.093499
  nChanged 6
		SP:Iteration 90Q (46667.840000 sec): 3 clusters
  Score: Raw -434942.725230 + Penalty 2772.157203 = -432170.568026
  nChanged 8
		SP:Iteration 91Q (46667.930000 sec): 3 clusters
  Score: Raw -434944.667817 + Penalty 2772.157203 = -432172.510614
  nChanged 7
		SP:Iteration 92Q (46668.030000 sec): 3 clusters
  Score: Raw -434946.613731 + Penalty 2772.157203 = -432174.456528
  nChanged 7
		SP:Iteration 93Q (46668.120000 sec): 3 clusters
  Score: Raw -434948.256905 + Penalty 2772.157203 = -432176.099701
  nChanged 4
		SP:Iteration 94Q (46668.210000 sec): 3 clusters
  Score: Raw -434949.023237 + Penalty 2772.157203 = -432176.866034
  nChanged 3
		SP:Iteration 95Q (46668.300000 sec): 3 clusters
  Score: Raw -434949.885057 + Penalty 2772.157203 = -432177.727854
  nChanged 5
		SP:Iteration 96Q (46668.390000 sec): 3 clusters
  Score: Raw -434951.073842 + Penalty 2772.157203 = -432178.916639
  nChanged 6
		SP:Iteration 97Q (46668.490000 sec): 3 clusters
  Score: Raw -434952.151654 + Penalty 2772.157203 = -432179.994451
  nChanged 5
		SP:Iteration 98Q (46668.580000 sec): 3 clusters
  Score: Raw -434953.210570 + Penalty 2772.157203 = -432181.053367
  nChanged 4
		SP:Iteration 99Q (46668.670000 sec): 3 clusters
  Score: Raw -434954.055575 + Penalty 2772.157203 = -432181.898372
  nChanged 3
		SP:Iteration 100F (46668.760000 sec): 3 clusters
  Score: Raw -434955.215088 + Penalty 2772.157203 = -432183.057884
  nChanged 6
		SP:Iteration 101Q (46668.850000 sec): 3 clusters
  Score: Raw -434956.192961 + Penalty 2772.157203 = -432184.035757
  nChanged 3
		SP:Iteration 102Q (46668.950000 sec): 3 clusters
  Score: Raw -434957.286447 + Penalty 2772.157203 = -432185.129243
  nChanged 3
		SP:Iteration 103Q (46669.040000 sec): 3 clusters
  Score: Raw -434957.705075 + Penalty 2772.157203 = -432185.547871
  nChanged 1
		SP:Iteration 104Q (46669.130000 sec): 3 clusters
  Score: Raw -434957.943151 + Penalty 2772.157203 = -432185.785948
  nChanged 0
		SP:Iteration 105F (46669.220000 sec): 3 clusters
  Score: Raw -434957.943151 + Penalty 2772.157203 = -432185.785948
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 72 (938 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46669.280000 sec): 2 clusters
  Score: Raw -77230.369956 + Penalty 1112.109367 = -76118.260589
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46669.300000 sec): 3 clusters
  Score: Raw -77002.048653 + Penalty 2224.218733 = -74777.829920
  nChanged 287
		SP:Iteration 1F (46669.320000 sec): 3 clusters
  Score: Raw -77318.631151 + Penalty 2224.218733 = -75094.412418
  nChanged 72
		SP:Iteration 2F (46669.340000 sec): 3 clusters
  Score: Raw -77422.224190 + Penalty 2224.218733 = -75198.005457
  nChanged 47
		SP:Iteration 3F (46669.360000 sec): 3 clusters
  Score: Raw -77480.050390 + Penalty 2224.218733 = -75255.831657
  nChanged 36
		SP:Iteration 4Q (46669.380000 sec): 3 clusters
  Score: Raw -77536.126700 + Penalty 2224.218733 = -75311.907967
  nChanged 23
		SP:Iteration 5Q (46669.400000 sec): 3 clusters
  Score: Raw -77566.265508 + Penalty 2224.218733 = -75342.046774
  nChanged 15
		SP:Iteration 6Q (46669.420000 sec): 3 clusters
  Score: Raw -77588.468467 + Penalty 2224.218733 = -75364.249734
  nChanged 7
		SP:Iteration 7Q (46669.430000 sec): 3 clusters
  Score: Raw -77601.863030 + Penalty 2224.218733 = -75377.644297
  nChanged 8
		SP:Iteration 8Q (46669.450000 sec): 3 clusters
  Score: Raw -77610.977129 + Penalty 2224.218733 = -75386.758396
  nChanged 4
		SP:Iteration 9Q (46669.480000 sec): 3 clusters
  Score: Raw -77619.374841 + Penalty 2224.218733 = -75395.156108
  nChanged 5
		SP:Iteration 10Q (46669.500000 sec): 3 clusters
  Score: Raw -77622.881053 + Penalty 2224.218733 = -75398.662319
  nChanged 1
		SP:Iteration 11Q (46669.510000 sec): 3 clusters
  Score: Raw -77625.948588 + Penalty 2224.218733 = -75401.729854
  nChanged 2
		SP:Iteration 12Q (46669.530000 sec): 3 clusters
  Score: Raw -77626.524395 + Penalty 2224.218733 = -75402.305662
  nChanged 0
		SP:Iteration 13F (46669.550000 sec): 3 clusters
  Score: Raw -77626.744384 + Penalty 2224.218733 = -75402.525651
  nChanged 1
		SP:Iteration 14Q (46669.570000 sec): 3 clusters
  Score: Raw -77633.678910 + Penalty 2224.218733 = -75409.460176
  nChanged 3
		SP:Iteration 15Q (46669.590000 sec): 3 clusters
  Score: Raw -77640.027587 + Penalty 2224.218733 = -75415.808853
  nChanged 4
		SP:Iteration 16Q (46669.610000 sec): 3 clusters
  Score: Raw -77645.543617 + Penalty 2224.218733 = -75421.324883
  nChanged 4
		SP:Iteration 17Q (46669.630000 sec): 3 clusters
  Score: Raw -77648.332705 + Penalty 2224.218733 = -75424.113972
  nChanged 3
		SP:Iteration 18Q (46669.650000 sec): 3 clusters
  Score: Raw -77649.327302 + Penalty 2224.218733 = -75425.108569
  nChanged 3
		SP:Iteration 19Q (46669.660000 sec): 3 clusters
  Score: Raw -77650.603226 + Penalty 2224.218733 = -75426.384493
  nChanged 1
		SP:Iteration 20F (46669.680000 sec): 3 clusters
  Score: Raw -77651.112876 + Penalty 2224.218733 = -75426.894142
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 73 (800 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46669.730000 sec): 2 clusters
  Score: Raw -59774.368696 + Penalty 1086.249406 = -58688.119290
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46669.750000 sec): 3 clusters
  Score: Raw -59584.554228 + Penalty 2172.498811 = -57412.055416
  nChanged 237
		SP:Iteration 1F (46669.770000 sec): 3 clusters
  Score: Raw -59943.628831 + Penalty 2172.498811 = -57771.130019
  nChanged 76
		SP:Iteration 2F (46669.780000 sec): 3 clusters
  Score: Raw -60099.095855 + Penalty 2172.498811 = -57926.597043
  nChanged 57
		SP:Iteration 3F (46669.800000 sec): 3 clusters
  Score: Raw -60213.208582 + Penalty 2172.498811 = -58040.709771
  nChanged 37
		SP:Iteration 4Q (46669.820000 sec): 3 clusters
  Score: Raw -60306.061534 + Penalty 2172.498811 = -58133.562723
  nChanged 29
		SP:Iteration 5Q (46669.830000 sec): 3 clusters
  Score: Raw -60355.063330 + Penalty 2172.498811 = -58182.564518
  nChanged 13
		SP:Iteration 6Q (46669.850000 sec): 3 clusters
  Score: Raw -60379.268228 + Penalty 2172.498811 = -58206.769416
  nChanged 8
		SP:Iteration 7Q (46669.870000 sec): 3 clusters
  Score: Raw -60393.941070 + Penalty 2172.498811 = -58221.442258
  nChanged 9
		SP:Iteration 8Q (46669.880000 sec): 3 clusters
  Score: Raw -60421.951158 + Penalty 2172.498811 = -58249.452347
  nChanged 12
		SP:Iteration 9Q (46669.900000 sec): 3 clusters
  Score: Raw -60441.846839 + Penalty 2172.498811 = -58269.348028
  nChanged 7
		SP:Iteration 10Q (46669.920000 sec): 3 clusters
  Score: Raw -60455.358233 + Penalty 2172.498811 = -58282.859422
  nChanged 7
		SP:Iteration 11Q (46669.930000 sec): 3 clusters
  Score: Raw -60462.907894 + Penalty 2172.498811 = -58290.409083
  nChanged 2
		SP:Iteration 12Q (46669.950000 sec): 3 clusters
  Score: Raw -60464.771071 + Penalty 2172.498811 = -58292.272259
  nChanged 2
		SP:Iteration 13Q (46669.960000 sec): 3 clusters
  Score: Raw -60467.366297 + Penalty 2172.498811 = -58294.867486
  nChanged 1
		SP:Iteration 14Q (46669.980000 sec): 3 clusters
  Score: Raw -60467.961134 + Penalty 2172.498811 = -58295.462323
  nChanged 0
		SP:Iteration 15F (46670.000000 sec): 3 clusters
  Score: Raw -60467.961134 + Penalty 2172.498811 = -58295.462323
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 74 (939 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46670.050000 sec): 2 clusters
  Score: Raw -57311.477743 + Penalty 1112.282515 = -56199.195228
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46670.070000 sec): 3 clusters
  Score: Raw -57060.607978 + Penalty 2224.565031 = -54836.042947
  nChanged 289
		SP:Iteration 1F (46670.090000 sec): 3 clusters
  Score: Raw -57404.499595 + Penalty 2224.565031 = -55179.934564
  nChanged 97
		SP:Iteration 2F (46670.100000 sec): 3 clusters
  Score: Raw -57553.803833 + Penalty 2224.565031 = -55329.238802
  nChanged 60
		SP:Iteration 3F (46670.120000 sec): 3 clusters
  Score: Raw -57627.471324 + Penalty 2224.565031 = -55402.906293
  nChanged 32
		SP:Iteration 4Q (46670.140000 sec): 3 clusters
  Score: Raw -57679.109095 + Penalty 2224.565031 = -55454.544064
  nChanged 30
		SP:Iteration 5Q (46670.160000 sec): 3 clusters
  Score: Raw -57718.282833 + Penalty 2224.565031 = -55493.717802
  nChanged 17
		SP:Iteration 6Q (46670.180000 sec): 3 clusters
  Score: Raw -57741.546055 + Penalty 2224.565031 = -55516.981024
  nChanged 14
		SP:Iteration 7Q (46670.200000 sec): 3 clusters
  Score: Raw -57755.084600 + Penalty 2224.565031 = -55530.519570
  nChanged 5
		SP:Iteration 8Q (46670.220000 sec): 3 clusters
  Score: Raw -57759.741135 + Penalty 2224.565031 = -55535.176105
  nChanged 6
		SP:Iteration 9Q (46670.240000 sec): 3 clusters
  Score: Raw -57763.746896 + Penalty 2224.565031 = -55539.181865
  nChanged 6
		SP:Iteration 10Q (46670.260000 sec): 3 clusters
  Score: Raw -57771.990115 + Penalty 2224.565031 = -55547.425084
  nChanged 5
		SP:Iteration 11Q (46670.280000 sec): 3 clusters
  Score: Raw -57778.339004 + Penalty 2224.565031 = -55553.773973
  nChanged 5
		SP:Iteration 12Q (46670.300000 sec): 3 clusters
  Score: Raw -57782.348864 + Penalty 2224.565031 = -55557.783833
  nChanged 2
		SP:Iteration 13Q (46670.320000 sec): 3 clusters
  Score: Raw -57783.892231 + Penalty 2224.565031 = -55559.327200
  nChanged 0
		SP:Iteration 14F (46670.340000 sec): 3 clusters
  Score: Raw -57783.892231 + Penalty 2224.565031 = -55559.327200
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 75 (5431 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46670.420000 sec): 2 clusters
  Score: Raw -471627.224828 + Penalty 1397.480266 = -470229.744562
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46670.560000 sec): 3 clusters
  Score: Raw -468784.816672 + Penalty 2794.960531 = -465989.856141
  nChanged 2186
		SP:Iteration 1F (46670.650000 sec): 3 clusters
  Score: Raw -469861.992422 + Penalty 2794.960531 = -467067.031890
  nChanged 353
		SP:Iteration 2F (46670.750000 sec): 3 clusters
  Score: Raw -470014.440457 + Penalty 2794.960531 = -467219.479926
  nChanged 258
		SP:Iteration 3Q (46670.850000 sec): 3 clusters
  Score: Raw -470118.948468 + Penalty 2794.960531 = -467323.987936
  nChanged 190
		SP:Iteration 4Q (46670.950000 sec): 3 clusters
  Score: Raw -470180.370497 + Penalty 2794.960531 = -467385.409966
  nChanged 145
		SP:Iteration 5Q (46671.050000 sec): 3 clusters
  Score: Raw -470227.608918 + Penalty 2794.960531 = -467432.648386
  nChanged 126
		SP:Iteration 6Q (46671.150000 sec): 3 clusters
  Score: Raw -470266.475794 + Penalty 2794.960531 = -467471.515263
  nChanged 92
		SP:Iteration 7Q (46671.250000 sec): 3 clusters
  Score: Raw -470293.216135 + Penalty 2794.960531 = -467498.255604
  nChanged 87
		SP:Iteration 8Q (46671.350000 sec): 3 clusters
  Score: Raw -470321.038096 + Penalty 2794.960531 = -467526.077564
  nChanged 69
		SP:Iteration 9Q (46671.450000 sec): 3 clusters
  Score: Raw -470341.428547 + Penalty 2794.960531 = -467546.468016
  nChanged 67
		SP:Iteration 10Q (46671.550000 sec): 3 clusters
  Score: Raw -470356.752529 + Penalty 2794.960531 = -467561.791998
  nChanged 61
		SP:Iteration 11Q (46671.650000 sec): 3 clusters
  Score: Raw -470371.201812 + Penalty 2794.960531 = -467576.241280
  nChanged 55
		SP:Iteration 12Q (46671.750000 sec): 3 clusters
  Score: Raw -470384.965579 + Penalty 2794.960531 = -467590.005047
  nChanged 60
		SP:Iteration 13Q (46671.850000 sec): 3 clusters
  Score: Raw -470398.354832 + Penalty 2794.960531 = -467603.394301
  nChanged 53
		SP:Iteration 14Q (46671.950000 sec): 3 clusters
  Score: Raw -470411.005050 + Penalty 2794.960531 = -467616.044519
  nChanged 37
		SP:Iteration 15Q (46672.040000 sec): 3 clusters
  Score: Raw -470419.115955 + Penalty 2794.960531 = -467624.155424
  nChanged 31
		SP:Iteration 16Q (46672.140000 sec): 3 clusters
  Score: Raw -470423.828705 + Penalty 2794.960531 = -467628.868174
  nChanged 25
		SP:Iteration 17Q (46672.240000 sec): 3 clusters
  Score: Raw -470428.332860 + Penalty 2794.960531 = -467633.372328
  nChanged 32
		SP:Iteration 18Q (46672.340000 sec): 3 clusters
  Score: Raw -470434.512281 + Penalty 2794.960531 = -467639.551750
  nChanged 24
		SP:Iteration 19Q (46672.440000 sec): 3 clusters
  Score: Raw -470439.777090 + Penalty 2794.960531 = -467644.816558
  nChanged 36
		SP:Iteration 20F (46672.540000 sec): 3 clusters
  Score: Raw -470449.114840 + Penalty 2794.960531 = -467654.154309
  nChanged 43
		SP:Iteration 21Q (46672.630000 sec): 3 clusters
  Score: Raw -470457.504048 + Penalty 2794.960531 = -467662.543516
  nChanged 32
		SP:Iteration 22Q (46672.730000 sec): 3 clusters
  Score: Raw -470464.986773 + Penalty 2794.960531 = -467670.026242
  nChanged 33
		SP:Iteration 23Q (46672.830000 sec): 3 clusters
  Score: Raw -470471.135408 + Penalty 2794.960531 = -467676.174876
  nChanged 30
		SP:Iteration 24Q (46672.930000 sec): 3 clusters
  Score: Raw -470476.972046 + Penalty 2794.960531 = -467682.011515
  nChanged 28
		SP:Iteration 25Q (46673.030000 sec): 3 clusters
  Score: Raw -470484.121776 + Penalty 2794.960531 = -467689.161244
  nChanged 33
		SP:Iteration 26Q (46673.130000 sec): 3 clusters
  Score: Raw -470490.591603 + Penalty 2794.960531 = -467695.631071
  nChanged 25
		SP:Iteration 27Q (46673.230000 sec): 3 clusters
  Score: Raw -470495.631120 + Penalty 2794.960531 = -467700.670589
  nChanged 29
		SP:Iteration 28Q (46673.330000 sec): 3 clusters
  Score: Raw -470500.624999 + Penalty 2794.960531 = -467705.664468
  nChanged 20
		SP:Iteration 29Q (46673.430000 sec): 3 clusters
  Score: Raw -470504.285985 + Penalty 2794.960531 = -467709.325453
  nChanged 25
		SP:Iteration 30Q (46673.520000 sec): 3 clusters
  Score: Raw -470509.034183 + Penalty 2794.960531 = -467714.073652
  nChanged 28
		SP:Iteration 31Q (46673.620000 sec): 3 clusters
  Score: Raw -470514.647592 + Penalty 2794.960531 = -467719.687061
  nChanged 30
		SP:Iteration 32Q (46673.720000 sec): 3 clusters
  Score: Raw -470521.007731 + Penalty 2794.960531 = -467726.047200
  nChanged 32
		SP:Iteration 33Q (46673.820000 sec): 3 clusters
  Score: Raw -470527.838265 + Penalty 2794.960531 = -467732.877734
  nChanged 28
		SP:Iteration 34Q (46673.920000 sec): 3 clusters
  Score: Raw -470535.182659 + Penalty 2794.960531 = -467740.222128
  nChanged 36
		SP:Iteration 35Q (46674.020000 sec): 3 clusters
  Score: Raw -470543.351426 + Penalty 2794.960531 = -467748.390895
  nChanged 35
		SP:Iteration 36Q (46674.120000 sec): 3 clusters
  Score: Raw -470550.034449 + Penalty 2794.960531 = -467755.073918
  nChanged 32
		SP:Iteration 37Q (46674.220000 sec): 3 clusters
  Score: Raw -470555.943324 + Penalty 2794.960531 = -467760.982792
  nChanged 30
		SP:Iteration 38Q (46674.320000 sec): 3 clusters
  Score: Raw -470561.663519 + Penalty 2794.960531 = -467766.702988
  nChanged 38
		SP:Iteration 39Q (46674.420000 sec): 3 clusters
  Score: Raw -470570.831568 + Penalty 2794.960531 = -467775.871037
  nChanged 55
		SP:Iteration 40F (46674.520000 sec): 3 clusters
  Score: Raw -470583.661667 + Penalty 2794.960531 = -467788.701135
  nChanged 61
		SP:Iteration 41Q (46674.620000 sec): 3 clusters
  Score: Raw -470597.236213 + Penalty 2794.960531 = -467802.275682
  nChanged 49
		SP:Iteration 42Q (46674.720000 sec): 3 clusters
  Score: Raw -470611.274292 + Penalty 2794.960531 = -467816.313760
  nChanged 70
		SP:Iteration 43Q (46674.810000 sec): 3 clusters
  Score: Raw -470631.254837 + Penalty 2794.960531 = -467836.294305
  nChanged 78
		SP:Iteration 44Q (46674.920000 sec): 3 clusters
  Score: Raw -470655.058027 + Penalty 2794.960531 = -467860.097496
  nChanged 90
		SP:Iteration 45Q (46675.020000 sec): 3 clusters
  Score: Raw -470691.109641 + Penalty 2794.960531 = -467896.149110
  nChanged 101
		SP:Iteration 46Q (46675.120000 sec): 3 clusters
  Score: Raw -470732.498292 + Penalty 2794.960531 = -467937.537761
  nChanged 121
		SP:Iteration 47Q (46675.220000 sec): 3 clusters
  Score: Raw -470783.004852 + Penalty 2794.960531 = -467988.044321
  nChanged 115
		SP:Iteration 48Q (46675.310000 sec): 3 clusters
  Score: Raw -470836.794046 + Penalty 2794.960531 = -468041.833514
  nChanged 143
		SP:Iteration 49Q (46675.410000 sec): 3 clusters
  Score: Raw -470904.947475 + Penalty 2794.960531 = -468109.986943
  nChanged 143
		SP:Iteration 50Q (46675.510000 sec): 3 clusters
  Score: Raw -470977.396193 + Penalty 2794.960531 = -468182.435661
  nChanged 144
		SP:Iteration 51Q (46675.610000 sec): 3 clusters
  Score: Raw -471056.114708 + Penalty 2794.960531 = -468261.154177
  nChanged 149
		SP:Iteration 52Q (46675.700000 sec): 3 clusters
  Score: Raw -471161.138108 + Penalty 2794.960531 = -468366.177577
  nChanged 157
		SP:Iteration 53Q (46675.800000 sec): 3 clusters
  Score: Raw -471270.478359 + Penalty 2794.960531 = -468475.517827
  nChanged 133
		SP:Iteration 54Q (46675.900000 sec): 3 clusters
  Score: Raw -471356.727590 + Penalty 2794.960531 = -468561.767059
  nChanged 110
		SP:Iteration 55Q (46676.000000 sec): 3 clusters
  Score: Raw -471432.050271 + Penalty 2794.960531 = -468637.089739
  nChanged 113
		SP:Iteration 56Q (46676.090000 sec): 3 clusters
  Score: Raw -471517.491820 + Penalty 2794.960531 = -468722.531288
  nChanged 79
		SP:Iteration 57Q (46676.180000 sec): 3 clusters
  Score: Raw -471589.964736 + Penalty 2794.960531 = -468795.004205
  nChanged 65
		SP:Iteration 58Q (46676.280000 sec): 3 clusters
  Score: Raw -471642.940421 + Penalty 2794.960531 = -468847.979889
  nChanged 35
		SP:Iteration 59Q (46676.370000 sec): 3 clusters
  Score: Raw -471677.038314 + Penalty 2794.960531 = -468882.077782
  nChanged 31
		SP:Iteration 60F (46676.470000 sec): 3 clusters
  Score: Raw -471708.226312 + Penalty 2794.960531 = -468913.265781
  nChanged 25
		SP:Iteration 61Q (46676.560000 sec): 3 clusters
  Score: Raw -471731.781852 + Penalty 2794.960531 = -468936.821321
  nChanged 24
		SP:Iteration 62Q (46676.650000 sec): 3 clusters
  Score: Raw -471757.794985 + Penalty 2794.960531 = -468962.834454
  nChanged 15
		SP:Iteration 63Q (46676.740000 sec): 3 clusters
  Score: Raw -471772.244413 + Penalty 2794.960531 = -468977.283881
  nChanged 5
		SP:Iteration 64Q (46676.840000 sec): 3 clusters
  Score: Raw -471778.108639 + Penalty 2794.960531 = -468983.148108
  nChanged 3
		SP:Iteration 65Q (46676.930000 sec): 3 clusters
  Score: Raw -471780.883719 + Penalty 2794.960531 = -468985.923188
  nChanged 4
		SP:Iteration 66Q (46677.020000 sec): 3 clusters
  Score: Raw -471782.828827 + Penalty 2794.960531 = -468987.868296
  nChanged 0
		SP:Iteration 67F (46677.120000 sec): 3 clusters
  Score: Raw -471782.828827 + Penalty 2794.960531 = -468987.868296
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 76 (1648 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46677.180000 sec): 2 clusters
  Score: Raw -148193.085211 + Penalty 1203.689128 = -146989.396083
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46677.210000 sec): 3 clusters
  Score: Raw -147592.079184 + Penalty 2407.378256 = -145184.700928
  nChanged 543
		SP:Iteration 1F (46677.240000 sec): 3 clusters
  Score: Raw -147996.914981 + Penalty 2407.378256 = -145589.536725
  nChanged 121
		SP:Iteration 2F (46677.280000 sec): 3 clusters
  Score: Raw -148110.461583 + Penalty 2407.378256 = -145703.083327
  nChanged 88
		SP:Iteration 3F (46677.310000 sec): 3 clusters
  Score: Raw -148200.467624 + Penalty 2407.378256 = -145793.089368
  nChanged 74
		SP:Iteration 4Q (46677.350000 sec): 3 clusters
  Score: Raw -148285.268082 + Penalty 2407.378256 = -145877.889826
  nChanged 70
		SP:Iteration 5Q (46677.380000 sec): 3 clusters
  Score: Raw -148351.527130 + Penalty 2407.378256 = -145944.148874
  nChanged 56
		SP:Iteration 6Q (46677.420000 sec): 3 clusters
  Score: Raw -148404.878838 + Penalty 2407.378256 = -145997.500582
  nChanged 41
		SP:Iteration 7Q (46677.450000 sec): 3 clusters
  Score: Raw -148443.446153 + Penalty 2407.378256 = -146036.067897
  nChanged 36
		SP:Iteration 8Q (46677.480000 sec): 3 clusters
  Score: Raw -148469.289458 + Penalty 2407.378256 = -146061.911202
  nChanged 23
		SP:Iteration 9Q (46677.520000 sec): 3 clusters
  Score: Raw -148489.579731 + Penalty 2407.378256 = -146082.201475
  nChanged 20
		SP:Iteration 10Q (46677.550000 sec): 3 clusters
  Score: Raw -148506.192776 + Penalty 2407.378256 = -146098.814520
  nChanged 17
		SP:Iteration 11Q (46677.580000 sec): 3 clusters
  Score: Raw -148519.269602 + Penalty 2407.378256 = -146111.891346
  nChanged 15
		SP:Iteration 12Q (46677.620000 sec): 3 clusters
  Score: Raw -148532.353348 + Penalty 2407.378256 = -146124.975092
  nChanged 9
		SP:Iteration 13Q (46677.650000 sec): 3 clusters
  Score: Raw -148538.117071 + Penalty 2407.378256 = -146130.738815
  nChanged 9
		SP:Iteration 14Q (46677.680000 sec): 3 clusters
  Score: Raw -148545.433219 + Penalty 2407.378256 = -146138.054963
  nChanged 9
		SP:Iteration 15Q (46677.720000 sec): 3 clusters
  Score: Raw -148553.745357 + Penalty 2407.378256 = -146146.367101
  nChanged 8
		SP:Iteration 16Q (46677.750000 sec): 3 clusters
  Score: Raw -148560.555803 + Penalty 2407.378256 = -146153.177547
  nChanged 10
		SP:Iteration 17Q (46677.790000 sec): 3 clusters
  Score: Raw -148568.918238 + Penalty 2407.378256 = -146161.539982
  nChanged 10
		SP:Iteration 18Q (46677.820000 sec): 3 clusters
  Score: Raw -148577.914687 + Penalty 2407.378256 = -146170.536431
  nChanged 7
		SP:Iteration 19Q (46677.860000 sec): 3 clusters
  Score: Raw -148582.777114 + Penalty 2407.378256 = -146175.398858
  nChanged 5
		SP:Iteration 20F (46677.890000 sec): 3 clusters
  Score: Raw -148588.217345 + Penalty 2407.378256 = -146180.839089
  nChanged 5
		SP:Iteration 21Q (46677.920000 sec): 3 clusters
  Score: Raw -148592.556916 + Penalty 2407.378256 = -146185.178660
  nChanged 3
		SP:Iteration 22Q (46677.960000 sec): 3 clusters
  Score: Raw -148594.667760 + Penalty 2407.378256 = -146187.289504
  nChanged 3
		SP:Iteration 23Q (46677.990000 sec): 3 clusters
  Score: Raw -148595.993334 + Penalty 2407.378256 = -146188.615078
  nChanged 2
		SP:Iteration 24Q (46678.030000 sec): 3 clusters
  Score: Raw -148598.206744 + Penalty 2407.378256 = -146190.828488
  nChanged 4
		SP:Iteration 25Q (46678.060000 sec): 3 clusters
  Score: Raw -148602.476058 + Penalty 2407.378256 = -146195.097802
  nChanged 4
		SP:Iteration 26Q (46678.100000 sec): 3 clusters
  Score: Raw -148604.861950 + Penalty 2407.378256 = -146197.483694
  nChanged 4
		SP:Iteration 27Q (46678.130000 sec): 3 clusters
  Score: Raw -148607.155801 + Penalty 2407.378256 = -146199.777545
  nChanged 6
		SP:Iteration 28Q (46678.160000 sec): 3 clusters
  Score: Raw -148611.455158 + Penalty 2407.378256 = -146204.076902
  nChanged 7
		SP:Iteration 29Q (46678.200000 sec): 3 clusters
  Score: Raw -148617.597738 + Penalty 2407.378256 = -146210.219482
  nChanged 4
		SP:Iteration 30Q (46678.230000 sec): 3 clusters
  Score: Raw -148620.213417 + Penalty 2407.378256 = -146212.835161
  nChanged 3
		SP:Iteration 31Q (46678.260000 sec): 3 clusters
  Score: Raw -148622.930236 + Penalty 2407.378256 = -146215.551980
  nChanged 5
		SP:Iteration 32Q (46678.300000 sec): 3 clusters
  Score: Raw -148626.121009 + Penalty 2407.378256 = -146218.742753
  nChanged 5
		SP:Iteration 33Q (46678.330000 sec): 3 clusters
  Score: Raw -148629.384927 + Penalty 2407.378256 = -146222.006671
  nChanged 7
		SP:Iteration 34Q (46678.370000 sec): 3 clusters
  Score: Raw -148635.987699 + Penalty 2407.378256 = -146228.609443
  nChanged 6
		SP:Iteration 35Q (46678.400000 sec): 3 clusters
  Score: Raw -148641.304090 + Penalty 2407.378256 = -146233.925834
  nChanged 7
		SP:Iteration 36Q (46678.440000 sec): 3 clusters
  Score: Raw -148645.770639 + Penalty 2407.378256 = -146238.392383
  nChanged 4
		SP:Iteration 37Q (46678.470000 sec): 3 clusters
  Score: Raw -148649.148699 + Penalty 2407.378256 = -146241.770443
  nChanged 5
		SP:Iteration 38Q (46678.500000 sec): 3 clusters
  Score: Raw -148652.453225 + Penalty 2407.378256 = -146245.074969
  nChanged 2
		SP:Iteration 39Q (46678.540000 sec): 3 clusters
  Score: Raw -148654.294810 + Penalty 2407.378256 = -146246.916554
  nChanged 3
		SP:Iteration 40F (46678.570000 sec): 3 clusters
  Score: Raw -148656.649929 + Penalty 2407.378256 = -146249.271673
  nChanged 2
		SP:Iteration 41Q (46678.600000 sec): 3 clusters
  Score: Raw -148657.712280 + Penalty 2407.378256 = -146250.334024
  nChanged 1
		SP:Iteration 42Q (46678.640000 sec): 3 clusters
  Score: Raw -148658.206024 + Penalty 2407.378256 = -146250.827768
  nChanged 0
		SP:Iteration 43F (46678.670000 sec): 3 clusters
  Score: Raw -148658.206024 + Penalty 2407.378256 = -146250.827768
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 77 (639 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46678.720000 sec): 2 clusters
  Score: Raw -57711.176880 + Penalty 1049.734474 = -56661.442406
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46678.730000 sec): 3 clusters
  Score: Raw -57600.506371 + Penalty 2099.468948 = -55501.037423
  nChanged 162
		SP:Iteration 1F (46678.740000 sec): 3 clusters
  Score: Raw -57785.494565 + Penalty 2099.468948 = -55686.025618
  nChanged 43
		SP:Iteration 2F (46678.760000 sec): 3 clusters
  Score: Raw -57843.015212 + Penalty 2099.468948 = -55743.546264
  nChanged 27
		SP:Iteration 3Q (46678.770000 sec): 3 clusters
  Score: Raw -57896.598350 + Penalty 2099.468948 = -55797.129402
  nChanged 20
		SP:Iteration 4Q (46678.790000 sec): 3 clusters
  Score: Raw -57930.570970 + Penalty 2099.468948 = -55831.102023
  nChanged 11
		SP:Iteration 5Q (46678.800000 sec): 3 clusters
  Score: Raw -57947.527403 + Penalty 2099.468948 = -55848.058456
  nChanged 5
		SP:Iteration 6Q (46678.810000 sec): 3 clusters
  Score: Raw -57954.927487 + Penalty 2099.468948 = -55855.458539
  nChanged 1
		SP:Iteration 7Q (46678.830000 sec): 3 clusters
  Score: Raw -57955.712454 + Penalty 2099.468948 = -55856.243506
  nChanged 3
		SP:Iteration 8Q (46678.840000 sec): 3 clusters
  Score: Raw -57962.242429 + Penalty 2099.468948 = -55862.773481
  nChanged 4
		SP:Iteration 9Q (46678.860000 sec): 3 clusters
  Score: Raw -57966.304263 + Penalty 2099.468948 = -55866.835316
  nChanged 2
		SP:Iteration 10Q (46678.870000 sec): 3 clusters
  Score: Raw -57973.070969 + Penalty 2099.468948 = -55873.602022
  nChanged 6
		SP:Iteration 11Q (46678.880000 sec): 3 clusters
  Score: Raw -57981.335791 + Penalty 2099.468948 = -55881.866843
  nChanged 3
		SP:Iteration 12Q (46678.900000 sec): 3 clusters
  Score: Raw -57985.864972 + Penalty 2099.468948 = -55886.396024
  nChanged 3
		SP:Iteration 13Q (46678.910000 sec): 3 clusters
  Score: Raw -57993.407530 + Penalty 2099.468948 = -55893.938582
  nChanged 2
		SP:Iteration 14Q (46678.920000 sec): 3 clusters
  Score: Raw -57997.301322 + Penalty 2099.468948 = -55897.832374
  nChanged 2
		SP:Iteration 15Q (46678.940000 sec): 3 clusters
  Score: Raw -57999.853699 + Penalty 2099.468948 = -55900.384751
  nChanged 0
		SP:Iteration 16F (46678.950000 sec): 3 clusters
  Score: Raw -57999.853699 + Penalty 2099.468948 = -55900.384751
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 78 (2970 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46679.020000 sec): 2 clusters
  Score: Raw -250065.419687 + Penalty 1299.401550 = -248766.018137
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46679.080000 sec): 3 clusters
  Score: Raw -248667.555641 + Penalty 2598.803100 = -246068.752541
  nChanged 1135
		SP:Iteration 1F (46679.140000 sec): 3 clusters
  Score: Raw -249416.585742 + Penalty 2598.803100 = -246817.782642
  nChanged 241
		SP:Iteration 2F (46679.200000 sec): 3 clusters
  Score: Raw -249581.340925 + Penalty 2598.803100 = -246982.537825
  nChanged 170
		SP:Iteration 3F (46679.260000 sec): 3 clusters
  Score: Raw -249715.962231 + Penalty 2598.803100 = -247117.159130
  nChanged 143
		SP:Iteration 4Q (46679.320000 sec): 3 clusters
  Score: Raw -249827.292914 + Penalty 2598.803100 = -247228.489814
  nChanged 98
		SP:Iteration 5Q (46679.370000 sec): 3 clusters
  Score: Raw -249908.830949 + Penalty 2598.803100 = -247310.027849
  nChanged 109
		SP:Iteration 6Q (46679.430000 sec): 3 clusters
  Score: Raw -249985.490672 + Penalty 2598.803100 = -247386.687571
  nChanged 100
		SP:Iteration 7Q (46679.490000 sec): 3 clusters
  Score: Raw -250053.259215 + Penalty 2598.803100 = -247454.456115
  nChanged 95
		SP:Iteration 8Q (46679.540000 sec): 3 clusters
  Score: Raw -250139.422152 + Penalty 2598.803100 = -247540.619051
  nChanged 96
		SP:Iteration 9Q (46679.600000 sec): 3 clusters
  Score: Raw -250228.488904 + Penalty 2598.803100 = -247629.685803
  nChanged 93
		SP:Iteration 10Q (46679.660000 sec): 3 clusters
  Score: Raw -250302.716964 + Penalty 2598.803100 = -247703.913864
  nChanged 76
		SP:Iteration 11Q (46679.720000 sec): 3 clusters
  Score: Raw -250358.721329 + Penalty 2598.803100 = -247759.918229
  nChanged 63
		SP:Iteration 12Q (46679.780000 sec): 3 clusters
  Score: Raw -250402.430391 + Penalty 2598.803100 = -247803.627290
  nChanged 47
		SP:Iteration 13Q (46679.830000 sec): 3 clusters
  Score: Raw -250425.709111 + Penalty 2598.803100 = -247826.906010
  nChanged 37
		SP:Iteration 14Q (46679.890000 sec): 3 clusters
  Score: Raw -250449.556134 + Penalty 2598.803100 = -247850.753034
  nChanged 41
		SP:Iteration 15Q (46679.940000 sec): 3 clusters
  Score: Raw -250475.895358 + Penalty 2598.803100 = -247877.092258
  nChanged 42
		SP:Iteration 16Q (46680.000000 sec): 3 clusters
  Score: Raw -250500.073021 + Penalty 2598.803100 = -247901.269921
  nChanged 26
		SP:Iteration 17Q (46680.060000 sec): 3 clusters
  Score: Raw -250511.575048 + Penalty 2598.803100 = -247912.771948
  nChanged 23
		SP:Iteration 18Q (46680.120000 sec): 3 clusters
  Score: Raw -250524.428705 + Penalty 2598.803100 = -247925.625605
  nChanged 28
		SP:Iteration 19Q (46680.170000 sec): 3 clusters
  Score: Raw -250537.281691 + Penalty 2598.803100 = -247938.478590
  nChanged 21
		SP:Iteration 20F (46680.230000 sec): 3 clusters
  Score: Raw -250545.208591 + Penalty 2598.803100 = -247946.405490
  nChanged 15
		SP:Iteration 21Q (46680.290000 sec): 3 clusters
  Score: Raw -250552.884674 + Penalty 2598.803100 = -247954.081573
  nChanged 22
		SP:Iteration 22Q (46680.340000 sec): 3 clusters
  Score: Raw -250568.419444 + Penalty 2598.803100 = -247969.616344
  nChanged 27
		SP:Iteration 23Q (46680.400000 sec): 3 clusters
  Score: Raw -250589.594190 + Penalty 2598.803100 = -247990.791090
  nChanged 31
		SP:Iteration 24Q (46680.460000 sec): 3 clusters
  Score: Raw -250611.073496 + Penalty 2598.803100 = -248012.270396
  nChanged 32
		SP:Iteration 25Q (46680.510000 sec): 3 clusters
  Score: Raw -250633.271736 + Penalty 2598.803100 = -248034.468635
  nChanged 23
		SP:Iteration 26Q (46680.570000 sec): 3 clusters
  Score: Raw -250644.689781 + Penalty 2598.803100 = -248045.886681
  nChanged 16
		SP:Iteration 27Q (46680.620000 sec): 3 clusters
  Score: Raw -250652.593980 + Penalty 2598.803100 = -248053.790879
  nChanged 13
		SP:Iteration 28Q (46680.680000 sec): 3 clusters
  Score: Raw -250656.019426 + Penalty 2598.803100 = -248057.216326
  nChanged 6
		SP:Iteration 29Q (46680.740000 sec): 3 clusters
  Score: Raw -250658.556490 + Penalty 2598.803100 = -248059.753390
  nChanged 9
		SP:Iteration 30Q (46680.790000 sec): 3 clusters
  Score: Raw -250661.697126 + Penalty 2598.803100 = -248062.894025
  nChanged 7
		SP:Iteration 31Q (46680.850000 sec): 3 clusters
  Score: Raw -250663.364737 + Penalty 2598.803100 = -248064.561637
  nChanged 5
		SP:Iteration 32Q (46680.900000 sec): 3 clusters
  Score: Raw -250667.163841 + Penalty 2598.803100 = -248068.360740
  nChanged 5
		SP:Iteration 33Q (46680.960000 sec): 3 clusters
  Score: Raw -250670.011774 + Penalty 2598.803100 = -248071.208674
  nChanged 3
		SP:Iteration 34Q (46681.020000 sec): 3 clusters
  Score: Raw -250671.276914 + Penalty 2598.803100 = -248072.473814
  nChanged 6
		SP:Iteration 35Q (46681.070000 sec): 3 clusters
  Score: Raw -250674.299784 + Penalty 2598.803100 = -248075.496683
  nChanged 6
		SP:Iteration 36Q (46681.130000 sec): 3 clusters
  Score: Raw -250676.932757 + Penalty 2598.803100 = -248078.129657
  nChanged 9
		SP:Iteration 37Q (46681.180000 sec): 3 clusters
  Score: Raw -250679.838220 + Penalty 2598.803100 = -248081.035120
  nChanged 7
		SP:Iteration 38Q (46681.240000 sec): 3 clusters
  Score: Raw -250681.957970 + Penalty 2598.803100 = -248083.154870
  nChanged 8
		SP:Iteration 39Q (46681.300000 sec): 3 clusters
  Score: Raw -250684.995604 + Penalty 2598.803100 = -248086.192503
  nChanged 7
		SP:Iteration 40F (46681.360000 sec): 3 clusters
  Score: Raw -250687.284693 + Penalty 2598.803100 = -248088.481593
  nChanged 7
		SP:Iteration 41Q (46681.410000 sec): 3 clusters
  Score: Raw -250690.103917 + Penalty 2598.803100 = -248091.300816
  nChanged 6
		SP:Iteration 42Q (46681.470000 sec): 3 clusters
  Score: Raw -250692.133298 + Penalty 2598.803100 = -248093.330198
  nChanged 4
		SP:Iteration 43Q (46681.520000 sec): 3 clusters
  Score: Raw -250695.256000 + Penalty 2598.803100 = -248096.452900
  nChanged 7
		SP:Iteration 44Q (46681.580000 sec): 3 clusters
  Score: Raw -250698.203670 + Penalty 2598.803100 = -248099.400570
  nChanged 5
		SP:Iteration 45Q (46681.640000 sec): 3 clusters
  Score: Raw -250701.076711 + Penalty 2598.803100 = -248102.273611
  nChanged 6
		SP:Iteration 46Q (46681.690000 sec): 3 clusters
  Score: Raw -250703.272874 + Penalty 2598.803100 = -248104.469774
  nChanged 4
		SP:Iteration 47Q (46681.750000 sec): 3 clusters
  Score: Raw -250705.151423 + Penalty 2598.803100 = -248106.348322
  nChanged 6
		SP:Iteration 48Q (46681.800000 sec): 3 clusters
  Score: Raw -250707.699698 + Penalty 2598.803100 = -248108.896598
  nChanged 4
		SP:Iteration 49Q (46681.860000 sec): 3 clusters
  Score: Raw -250709.092253 + Penalty 2598.803100 = -248110.289152
  nChanged 3
		SP:Iteration 50Q (46681.920000 sec): 3 clusters
  Score: Raw -250709.957709 + Penalty 2598.803100 = -248111.154608
  nChanged 6
		SP:Iteration 51Q (46681.970000 sec): 3 clusters
  Score: Raw -250712.449919 + Penalty 2598.803100 = -248113.646819
  nChanged 6
		SP:Iteration 52Q (46682.030000 sec): 3 clusters
  Score: Raw -250713.548723 + Penalty 2598.803100 = -248114.745622
  nChanged 3
		SP:Iteration 53Q (46682.080000 sec): 3 clusters
  Score: Raw -250714.473579 + Penalty 2598.803100 = -248115.670479
  nChanged 3
		SP:Iteration 54Q (46682.140000 sec): 3 clusters
  Score: Raw -250716.190919 + Penalty 2598.803100 = -248117.387818
  nChanged 2
		SP:Iteration 55Q (46682.200000 sec): 3 clusters
  Score: Raw -250717.677372 + Penalty 2598.803100 = -248118.874271
  nChanged 3
		SP:Iteration 56Q (46682.250000 sec): 3 clusters
  Score: Raw -250718.394795 + Penalty 2598.803100 = -248119.591694
  nChanged 3
		SP:Iteration 57Q (46682.310000 sec): 3 clusters
  Score: Raw -250719.804361 + Penalty 2598.803100 = -248121.001261
  nChanged 6
		SP:Iteration 58Q (46682.360000 sec): 3 clusters
  Score: Raw -250722.269723 + Penalty 2598.803100 = -248123.466622
  nChanged 4
		SP:Iteration 59Q (46682.420000 sec): 3 clusters
  Score: Raw -250723.839852 + Penalty 2598.803100 = -248125.036752
  nChanged 3
		SP:Iteration 60F (46682.480000 sec): 3 clusters
  Score: Raw -250725.629489 + Penalty 2598.803100 = -248126.826388
  nChanged 4
		SP:Iteration 61Q (46682.540000 sec): 3 clusters
  Score: Raw -250727.412151 + Penalty 2598.803100 = -248128.609050
  nChanged 6
		SP:Iteration 62Q (46682.590000 sec): 3 clusters
  Score: Raw -250731.433705 + Penalty 2598.803100 = -248132.630605
  nChanged 10
		SP:Iteration 63Q (46682.640000 sec): 3 clusters
  Score: Raw -250740.798811 + Penalty 2598.803100 = -248141.995710
  nChanged 13
		SP:Iteration 64Q (46682.700000 sec): 3 clusters
  Score: Raw -250754.048792 + Penalty 2598.803100 = -248155.245692
  nChanged 18
		SP:Iteration 65Q (46682.760000 sec): 3 clusters
  Score: Raw -250773.606617 + Penalty 2598.803100 = -248174.803517
  nChanged 18
		SP:Iteration 66Q (46682.810000 sec): 3 clusters
  Score: Raw -250793.951480 + Penalty 2598.803100 = -248195.148380
  nChanged 29
		SP:Iteration 67Q (46682.870000 sec): 3 clusters
  Score: Raw -250828.496355 + Penalty 2598.803100 = -248229.693255
  nChanged 32
		SP:Iteration 68Q (46682.920000 sec): 3 clusters
  Score: Raw -250862.305969 + Penalty 2598.803100 = -248263.502869
  nChanged 38
		SP:Iteration 69Q (46682.980000 sec): 3 clusters
  Score: Raw -250890.589470 + Penalty 2598.803100 = -248291.786369
  nChanged 21
		SP:Iteration 70Q (46683.040000 sec): 3 clusters
  Score: Raw -250903.719296 + Penalty 2598.803100 = -248304.916196
  nChanged 19
		SP:Iteration 71Q (46683.090000 sec): 3 clusters
  Score: Raw -250911.342195 + Penalty 2598.803100 = -248312.539094
  nChanged 7
		SP:Iteration 72Q (46683.140000 sec): 3 clusters
  Score: Raw -250913.552435 + Penalty 2598.803100 = -248314.749335
  nChanged 3
		SP:Iteration 73Q (46683.200000 sec): 3 clusters
  Score: Raw -250914.035902 + Penalty 2598.803100 = -248315.232802
  nChanged 4
		SP:Iteration 74Q (46683.250000 sec): 3 clusters
  Score: Raw -250915.068220 + Penalty 2598.803100 = -248316.265120
  nChanged 5
		SP:Iteration 75Q (46683.310000 sec): 3 clusters
  Score: Raw -250916.658678 + Penalty 2598.803100 = -248317.855578
  nChanged 3
		SP:Iteration 76Q (46683.360000 sec): 3 clusters
  Score: Raw -250917.488339 + Penalty 2598.803100 = -248318.685239
  nChanged 4
		SP:Iteration 77Q (46683.420000 sec): 3 clusters
  Score: Raw -250918.888769 + Penalty 2598.803100 = -248320.085669
  nChanged 1
		SP:Iteration 78Q (46683.470000 sec): 3 clusters
  Score: Raw -250919.189298 + Penalty 2598.803100 = -248320.386197
  nChanged 4
		SP:Iteration 79Q (46683.530000 sec): 3 clusters
  Score: Raw -250920.020530 + Penalty 2598.803100 = -248321.217430
  nChanged 3
		SP:Iteration 80F (46683.580000 sec): 3 clusters
  Score: Raw -250920.914585 + Penalty 2598.803100 = -248322.111484
  nChanged 3
		SP:Iteration 81Q (46683.640000 sec): 3 clusters
  Score: Raw -250922.163654 + Penalty 2598.803100 = -248323.360554
  nChanged 5
		SP:Iteration 82Q (46683.690000 sec): 3 clusters
  Score: Raw -250926.095422 + Penalty 2598.803100 = -248327.292321
  nChanged 5
		SP:Iteration 83Q (46683.750000 sec): 3 clusters
  Score: Raw -250928.522001 + Penalty 2598.803100 = -248329.718900
  nChanged 10
		SP:Iteration 84Q (46683.800000 sec): 3 clusters
  Score: Raw -250932.637401 + Penalty 2598.803100 = -248333.834301
  nChanged 5
		SP:Iteration 85Q (46683.860000 sec): 3 clusters
  Score: Raw -250934.943837 + Penalty 2598.803100 = -248336.140737
  nChanged 5
		SP:Iteration 86Q (46683.910000 sec): 3 clusters
  Score: Raw -250936.946223 + Penalty 2598.803100 = -248338.143122
  nChanged 5
		SP:Iteration 87Q (46683.970000 sec): 3 clusters
  Score: Raw -250939.268466 + Penalty 2598.803100 = -248340.465365
  nChanged 5
		SP:Iteration 88Q (46684.020000 sec): 3 clusters
  Score: Raw -250941.792979 + Penalty 2598.803100 = -248342.989879
  nChanged 4
		SP:Iteration 89Q (46684.080000 sec): 3 clusters
  Score: Raw -250943.429964 + Penalty 2598.803100 = -248344.626864
  nChanged 4
		SP:Iteration 90Q (46684.130000 sec): 3 clusters
  Score: Raw -250944.906579 + Penalty 2598.803100 = -248346.103478
  nChanged 4
		SP:Iteration 91Q (46684.180000 sec): 3 clusters
  Score: Raw -250946.479835 + Penalty 2598.803100 = -248347.676735
  nChanged 4
		SP:Iteration 92Q (46684.240000 sec): 3 clusters
  Score: Raw -250948.407390 + Penalty 2598.803100 = -248349.604289
  nChanged 5
		SP:Iteration 93Q (46684.290000 sec): 3 clusters
  Score: Raw -250950.879358 + Penalty 2598.803100 = -248352.076257
  nChanged 4
		SP:Iteration 94Q (46684.350000 sec): 3 clusters
  Score: Raw -250952.218176 + Penalty 2598.803100 = -248353.415076
  nChanged 5
		SP:Iteration 95Q (46684.410000 sec): 3 clusters
  Score: Raw -250953.918592 + Penalty 2598.803100 = -248355.115492
  nChanged 4
		SP:Iteration 96Q (46684.460000 sec): 3 clusters
  Score: Raw -250955.012227 + Penalty 2598.803100 = -248356.209126
  nChanged 1
		SP:Iteration 97Q (46684.520000 sec): 3 clusters
  Score: Raw -250955.221252 + Penalty 2598.803100 = -248356.418151
  nChanged 1
		SP:Iteration 98Q (46684.570000 sec): 3 clusters
  Score: Raw -250955.833532 + Penalty 2598.803100 = -248357.030431
  nChanged 1
		SP:Iteration 99Q (46684.630000 sec): 3 clusters
  Score: Raw -250956.281004 + Penalty 2598.803100 = -248357.477903
  nChanged 3
		SP:Iteration 100F (46684.680000 sec): 3 clusters
  Score: Raw -250957.079319 + Penalty 2598.803100 = -248358.276219
  nChanged 1
		SP:Iteration 101Q (46684.740000 sec): 3 clusters
  Score: Raw -250957.472714 + Penalty 2598.803100 = -248358.669613
  nChanged 1
		SP:Iteration 102Q (46684.790000 sec): 3 clusters
  Score: Raw -250957.757115 + Penalty 2598.803100 = -248358.954015
  nChanged 0
		SP:Iteration 103F (46684.850000 sec): 3 clusters
  Score: Raw -250957.757115 + Penalty 2598.803100 = -248358.954015
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 79 (1600 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46684.910000 sec): 2 clusters
  Score: Raw -124810.818186 + Penalty 1198.885823 = -123611.932364
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46684.940000 sec): 3 clusters
  Score: Raw -124216.805726 + Penalty 2397.771645 = -121819.034081
  nChanged 523
		SP:Iteration 1F (46684.980000 sec): 3 clusters
  Score: Raw -124662.571266 + Penalty 2397.771645 = -122264.799621
  nChanged 139
		SP:Iteration 2F (46685.010000 sec): 3 clusters
  Score: Raw -124803.207074 + Penalty 2397.771645 = -122405.435429
  nChanged 79
		SP:Iteration 3Q (46685.040000 sec): 3 clusters
  Score: Raw -124886.846176 + Penalty 2397.771645 = -122489.074530
  nChanged 57
		SP:Iteration 4Q (46685.070000 sec): 3 clusters
  Score: Raw -124951.231807 + Penalty 2397.771645 = -122553.460162
  nChanged 60
		SP:Iteration 5Q (46685.100000 sec): 3 clusters
  Score: Raw -125015.462105 + Penalty 2397.771645 = -122617.690460
  nChanged 47
		SP:Iteration 6Q (46685.130000 sec): 3 clusters
  Score: Raw -125073.349032 + Penalty 2397.771645 = -122675.577387
  nChanged 47
		SP:Iteration 7Q (46685.160000 sec): 3 clusters
  Score: Raw -125134.948255 + Penalty 2397.771645 = -122737.176610
  nChanged 39
		SP:Iteration 8Q (46685.200000 sec): 3 clusters
  Score: Raw -125171.524507 + Penalty 2397.771645 = -122773.752862
  nChanged 30
		SP:Iteration 9Q (46685.220000 sec): 3 clusters
  Score: Raw -125197.496851 + Penalty 2397.771645 = -122799.725206
  nChanged 29
		SP:Iteration 10Q (46685.260000 sec): 3 clusters
  Score: Raw -125222.372859 + Penalty 2397.771645 = -122824.601214
  nChanged 24
		SP:Iteration 11Q (46685.290000 sec): 3 clusters
  Score: Raw -125242.579107 + Penalty 2397.771645 = -122844.807461
  nChanged 24
		SP:Iteration 12Q (46685.320000 sec): 3 clusters
  Score: Raw -125271.253866 + Penalty 2397.771645 = -122873.482221
  nChanged 24
		SP:Iteration 13Q (46685.350000 sec): 3 clusters
  Score: Raw -125290.407207 + Penalty 2397.771645 = -122892.635561
  nChanged 20
		SP:Iteration 14Q (46685.380000 sec): 3 clusters
  Score: Raw -125310.158712 + Penalty 2397.771645 = -122912.387066
  nChanged 16
		SP:Iteration 15Q (46685.410000 sec): 3 clusters
  Score: Raw -125324.260357 + Penalty 2397.771645 = -122926.488712
  nChanged 13
		SP:Iteration 16Q (46685.440000 sec): 3 clusters
  Score: Raw -125339.595826 + Penalty 2397.771645 = -122941.824181
  nChanged 16
		SP:Iteration 17Q (46685.470000 sec): 3 clusters
  Score: Raw -125362.434691 + Penalty 2397.771645 = -122964.663046
  nChanged 21
		SP:Iteration 18Q (46685.500000 sec): 3 clusters
  Score: Raw -125384.910378 + Penalty 2397.771645 = -122987.138733
  nChanged 17
		SP:Iteration 19Q (46685.530000 sec): 3 clusters
  Score: Raw -125401.571507 + Penalty 2397.771645 = -123003.799862
  nChanged 18
		SP:Iteration 20F (46685.560000 sec): 3 clusters
  Score: Raw -125420.919751 + Penalty 2397.771645 = -123023.148106
  nChanged 17
		SP:Iteration 21Q (46685.600000 sec): 3 clusters
  Score: Raw -125444.036679 + Penalty 2397.771645 = -123046.265034
  nChanged 22
		SP:Iteration 22Q (46685.620000 sec): 3 clusters
  Score: Raw -125484.422384 + Penalty 2397.771645 = -123086.650739
  nChanged 21
		SP:Iteration 23Q (46685.660000 sec): 3 clusters
  Score: Raw -125513.971425 + Penalty 2397.771645 = -123116.199780
  nChanged 14
		SP:Iteration 24Q (46685.690000 sec): 3 clusters
  Score: Raw -125533.266469 + Penalty 2397.771645 = -123135.494824
  nChanged 10
		SP:Iteration 25Q (46685.720000 sec): 3 clusters
  Score: Raw -125543.533133 + Penalty 2397.771645 = -123145.761488
  nChanged 11
		SP:Iteration 26Q (46685.750000 sec): 3 clusters
  Score: Raw -125556.269043 + Penalty 2397.771645 = -123158.497398
  nChanged 8
		SP:Iteration 27Q (46685.780000 sec): 3 clusters
  Score: Raw -125562.420443 + Penalty 2397.771645 = -123164.648797
  nChanged 7
		SP:Iteration 28Q (46685.810000 sec): 3 clusters
  Score: Raw -125568.531909 + Penalty 2397.771645 = -123170.760264
  nChanged 8
		SP:Iteration 29Q (46685.840000 sec): 3 clusters
  Score: Raw -125575.287860 + Penalty 2397.771645 = -123177.516215
  nChanged 7
		SP:Iteration 30Q (46685.870000 sec): 3 clusters
  Score: Raw -125585.883390 + Penalty 2397.771645 = -123188.111745
  nChanged 9
		SP:Iteration 31Q (46685.900000 sec): 3 clusters
  Score: Raw -125596.130448 + Penalty 2397.771645 = -123198.358803
  nChanged 7
		SP:Iteration 32Q (46685.930000 sec): 3 clusters
  Score: Raw -125601.764652 + Penalty 2397.771645 = -123203.993007
  nChanged 1
		SP:Iteration 33Q (46685.960000 sec): 3 clusters
  Score: Raw -125602.837464 + Penalty 2397.771645 = -123205.065819
  nChanged 0
		SP:Iteration 34F (46685.990000 sec): 3 clusters
  Score: Raw -125602.837464 + Penalty 2397.771645 = -123205.065819
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 80 (2171 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46686.060000 sec): 2 clusters
  Score: Raw -177666.961604 + Penalty 1248.478265 = -176418.483339
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46686.100000 sec): 3 clusters
  Score: Raw -176727.742095 + Penalty 2496.956530 = -174230.785565
  nChanged 780
		SP:Iteration 1F (46686.140000 sec): 3 clusters
  Score: Raw -177237.017879 + Penalty 2496.956530 = -174740.061349
  nChanged 179
		SP:Iteration 2F (46686.180000 sec): 3 clusters
  Score: Raw -177379.417905 + Penalty 2496.956530 = -174882.461375
  nChanged 141
		SP:Iteration 3F (46686.220000 sec): 3 clusters
  Score: Raw -177489.695473 + Penalty 2496.956530 = -174992.738943
  nChanged 77
		SP:Iteration 4Q (46686.270000 sec): 3 clusters
  Score: Raw -177550.884449 + Penalty 2496.956530 = -175053.927919
  nChanged 63
		SP:Iteration 5Q (46686.310000 sec): 3 clusters
  Score: Raw -177586.529743 + Penalty 2496.956530 = -175089.573212
  nChanged 55
		SP:Iteration 6Q (46686.350000 sec): 3 clusters
  Score: Raw -177622.605838 + Penalty 2496.956530 = -175125.649307
  nChanged 51
		SP:Iteration 7Q (46686.400000 sec): 3 clusters
  Score: Raw -177651.820848 + Penalty 2496.956530 = -175154.864318
  nChanged 45
		SP:Iteration 8Q (46686.440000 sec): 3 clusters
  Score: Raw -177683.345156 + Penalty 2496.956530 = -175186.388626
  nChanged 42
		SP:Iteration 9Q (46686.480000 sec): 3 clusters
  Score: Raw -177718.154500 + Penalty 2496.956530 = -175221.197970
  nChanged 56
		SP:Iteration 10Q (46686.520000 sec): 3 clusters
  Score: Raw -177767.608664 + Penalty 2496.956530 = -175270.652134
  nChanged 56
		SP:Iteration 11Q (46686.560000 sec): 3 clusters
  Score: Raw -177809.138259 + Penalty 2496.956530 = -175312.181729
  nChanged 47
		SP:Iteration 12Q (46686.610000 sec): 3 clusters
  Score: Raw -177850.841577 + Penalty 2496.956530 = -175353.885047
  nChanged 44
		SP:Iteration 13Q (46686.650000 sec): 3 clusters
  Score: Raw -177891.070488 + Penalty 2496.956530 = -175394.113958
  nChanged 52
		SP:Iteration 14Q (46686.690000 sec): 3 clusters
  Score: Raw -177945.325677 + Penalty 2496.956530 = -175448.369147
  nChanged 48
		SP:Iteration 15Q (46686.740000 sec): 3 clusters
  Score: Raw -177987.055696 + Penalty 2496.956530 = -175490.099166
  nChanged 43
		SP:Iteration 16Q (46686.780000 sec): 3 clusters
  Score: Raw -178020.880447 + Penalty 2496.956530 = -175523.923916
  nChanged 42
		SP:Iteration 17Q (46686.820000 sec): 3 clusters
  Score: Raw -178054.900973 + Penalty 2496.956530 = -175557.944443
  nChanged 42
		SP:Iteration 18Q (46686.860000 sec): 3 clusters
  Score: Raw -178098.967489 + Penalty 2496.956530 = -175602.010959
  nChanged 41
		SP:Iteration 19Q (46686.900000 sec): 3 clusters
  Score: Raw -178131.276732 + Penalty 2496.956530 = -175634.320202
  nChanged 33
		SP:Iteration 20F (46686.950000 sec): 3 clusters
  Score: Raw -178161.383015 + Penalty 2496.956530 = -175664.426485
  nChanged 40
		SP:Iteration 21Q (46686.990000 sec): 3 clusters
  Score: Raw -178198.591447 + Penalty 2496.956530 = -175701.634917
  nChanged 37
		SP:Iteration 22Q (46687.030000 sec): 3 clusters
  Score: Raw -178226.378095 + Penalty 2496.956530 = -175729.421564
  nChanged 25
		SP:Iteration 23Q (46687.070000 sec): 3 clusters
  Score: Raw -178251.387947 + Penalty 2496.956530 = -175754.431417
  nChanged 21
		SP:Iteration 24Q (46687.110000 sec): 3 clusters
  Score: Raw -178277.745292 + Penalty 2496.956530 = -175780.788762
  nChanged 27
		SP:Iteration 25Q (46687.150000 sec): 3 clusters
  Score: Raw -178297.712811 + Penalty 2496.956530 = -175800.756281
  nChanged 24
		SP:Iteration 26Q (46687.190000 sec): 3 clusters
  Score: Raw -178312.506234 + Penalty 2496.956530 = -175815.549704
  nChanged 22
		SP:Iteration 27Q (46687.240000 sec): 3 clusters
  Score: Raw -178324.295139 + Penalty 2496.956530 = -175827.338609
  nChanged 21
		SP:Iteration 28Q (46687.280000 sec): 3 clusters
  Score: Raw -178333.653417 + Penalty 2496.956530 = -175836.696887
  nChanged 12
		SP:Iteration 29Q (46687.320000 sec): 3 clusters
  Score: Raw -178343.698293 + Penalty 2496.956530 = -175846.741763
  nChanged 8
		SP:Iteration 30Q (46687.360000 sec): 3 clusters
  Score: Raw -178348.861261 + Penalty 2496.956530 = -175851.904731
  nChanged 8
		SP:Iteration 31Q (46687.400000 sec): 3 clusters
  Score: Raw -178353.602212 + Penalty 2496.956530 = -175856.645682
  nChanged 1
		SP:Iteration 32Q (46687.440000 sec): 3 clusters
  Score: Raw -178354.052785 + Penalty 2496.956530 = -175857.096255
  nChanged 3
		SP:Iteration 33Q (46687.480000 sec): 3 clusters
  Score: Raw -178354.827454 + Penalty 2496.956530 = -175857.870923
  nChanged 2
		SP:Iteration 34Q (46687.520000 sec): 3 clusters
  Score: Raw -178355.145217 + Penalty 2496.956530 = -175858.188686
  nChanged 0
		SP:Iteration 35F (46687.560000 sec): 3 clusters
  Score: Raw -178355.145217 + Penalty 2496.956530 = -175858.188686
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 81 (1855 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46687.620000 sec): 2 clusters
  Score: Raw -155122.575267 + Penalty 1222.916496 = -153899.658772
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46687.660000 sec): 3 clusters
  Score: Raw -154326.859484 + Penalty 2445.832992 = -151881.026492
  nChanged 663
		SP:Iteration 1F (46687.700000 sec): 3 clusters
  Score: Raw -154753.450212 + Penalty 2445.832992 = -152307.617220
  nChanged 159
		SP:Iteration 2F (46687.740000 sec): 3 clusters
  Score: Raw -154879.910463 + Penalty 2445.832992 = -152434.077472
  nChanged 93
		SP:Iteration 3F (46687.770000 sec): 3 clusters
  Score: Raw -154954.224866 + Penalty 2445.832992 = -152508.391874
  nChanged 76
		SP:Iteration 4Q (46687.810000 sec): 3 clusters
  Score: Raw -155006.612215 + Penalty 2445.832992 = -152560.779223
  nChanged 56
		SP:Iteration 5Q (46687.840000 sec): 3 clusters
  Score: Raw -155041.615143 + Penalty 2445.832992 = -152595.782151
  nChanged 41
		SP:Iteration 6Q (46687.880000 sec): 3 clusters
  Score: Raw -155066.848506 + Penalty 2445.832992 = -152621.015514
  nChanged 33
		SP:Iteration 7Q (46687.920000 sec): 3 clusters
  Score: Raw -155085.160321 + Penalty 2445.832992 = -152639.327329
  nChanged 25
		SP:Iteration 8Q (46687.960000 sec): 3 clusters
  Score: Raw -155099.118655 + Penalty 2445.832992 = -152653.285663
  nChanged 22
		SP:Iteration 9Q (46687.990000 sec): 3 clusters
  Score: Raw -155112.654490 + Penalty 2445.832992 = -152666.821498
  nChanged 14
		SP:Iteration 10Q (46688.030000 sec): 3 clusters
  Score: Raw -155119.751909 + Penalty 2445.832992 = -152673.918917
  nChanged 14
		SP:Iteration 11Q (46688.060000 sec): 3 clusters
  Score: Raw -155125.566930 + Penalty 2445.832992 = -152679.733939
  nChanged 8
		SP:Iteration 12Q (46688.100000 sec): 3 clusters
  Score: Raw -155128.111593 + Penalty 2445.832992 = -152682.278601
  nChanged 7
		SP:Iteration 13Q (46688.140000 sec): 3 clusters
  Score: Raw -155131.080256 + Penalty 2445.832992 = -152685.247264
  nChanged 7
		SP:Iteration 14Q (46688.170000 sec): 3 clusters
  Score: Raw -155134.161294 + Penalty 2445.832992 = -152688.328303
  nChanged 11
		SP:Iteration 15Q (46688.210000 sec): 3 clusters
  Score: Raw -155139.589399 + Penalty 2445.832992 = -152693.756407
  nChanged 5
		SP:Iteration 16Q (46688.250000 sec): 3 clusters
  Score: Raw -155143.012821 + Penalty 2445.832992 = -152697.179829
  nChanged 3
		SP:Iteration 17Q (46688.280000 sec): 3 clusters
  Score: Raw -155145.234656 + Penalty 2445.832992 = -152699.401664
  nChanged 5
		SP:Iteration 18Q (46688.320000 sec): 3 clusters
  Score: Raw -155147.635730 + Penalty 2445.832992 = -152701.802738
  nChanged 2
		SP:Iteration 19Q (46688.360000 sec): 3 clusters
  Score: Raw -155148.636132 + Penalty 2445.832992 = -152702.803140
  nChanged 3
		SP:Iteration 20F (46688.390000 sec): 3 clusters
  Score: Raw -155149.977313 + Penalty 2445.832992 = -152704.144321
  nChanged 4
		SP:Iteration 21Q (46688.430000 sec): 3 clusters
  Score: Raw -155151.026068 + Penalty 2445.832992 = -152705.193076
  nChanged 1
		SP:Iteration 22Q (46688.470000 sec): 3 clusters
  Score: Raw -155151.133695 + Penalty 2445.832992 = -152705.300704
  nChanged 0
		SP:Iteration 23F (46688.500000 sec): 3 clusters
  Score: Raw -155151.133695 + Penalty 2445.832992 = -152705.300704
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 82 (10305 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46688.640000 sec): 2 clusters
  Score: Raw -896003.277495 + Penalty 1501.562480 = -894501.715015
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46688.830000 sec): 3 clusters
  Score: Raw -890148.847443 + Penalty 3003.124960 = -887145.722482
  nChanged 4481
		SP:Iteration 1F (46688.970000 sec): 3 clusters
  Score: Raw -892826.054512 + Penalty 3003.124960 = -889822.929551
  nChanged 730
		SP:Iteration 2F (46689.140000 sec): 3 clusters
  Score: Raw -893302.038424 + Penalty 3003.124960 = -890298.913464
  nChanged 729
		SP:Iteration 3F (46689.300000 sec): 3 clusters
  Score: Raw -893764.813557 + Penalty 3003.124960 = -890761.688597
  nChanged 629
		SP:Iteration 4F (46689.460000 sec): 3 clusters
  Score: Raw -894184.630662 + Penalty 3003.124960 = -891181.505701
  nChanged 595
		SP:Iteration 5F (46689.630000 sec): 3 clusters
  Score: Raw -894584.448261 + Penalty 3003.124960 = -891581.323301
  nChanged 520
		SP:Iteration 6F (46689.790000 sec): 3 clusters
  Score: Raw -894897.522063 + Penalty 3003.124960 = -891894.397103
  nChanged 439
		SP:Iteration 7Q (46689.960000 sec): 3 clusters
  Score: Raw -895123.391809 + Penalty 3003.124960 = -892120.266848
  nChanged 353
		SP:Iteration 8Q (46690.150000 sec): 3 clusters
  Score: Raw -895288.019597 + Penalty 3003.124960 = -892284.894637
  nChanged 299
		SP:Iteration 9Q (46690.300000 sec): 3 clusters
  Score: Raw -895426.762503 + Penalty 3003.124960 = -892423.637542
  nChanged 243
		SP:Iteration 10Q (46690.460000 sec): 3 clusters
  Score: Raw -895537.197036 + Penalty 3003.124960 = -892534.072076
  nChanged 212
		SP:Iteration 11Q (46690.610000 sec): 3 clusters
  Score: Raw -895628.621703 + Penalty 3003.124960 = -892625.496742
  nChanged 162
		SP:Iteration 12Q (46690.780000 sec): 3 clusters
  Score: Raw -895698.345607 + Penalty 3003.124960 = -892695.220646
  nChanged 157
		SP:Iteration 13Q (46690.940000 sec): 3 clusters
  Score: Raw -895763.719146 + Penalty 3003.124960 = -892760.594185
  nChanged 141
		SP:Iteration 14Q (46691.100000 sec): 3 clusters
  Score: Raw -895816.793835 + Penalty 3003.124960 = -892813.668875
  nChanged 128
		SP:Iteration 15Q (46691.290000 sec): 3 clusters
  Score: Raw -895859.857731 + Penalty 3003.124960 = -892856.732771
  nChanged 114
		SP:Iteration 16Q (46691.440000 sec): 3 clusters
  Score: Raw -895902.045152 + Penalty 3003.124960 = -892898.920191
  nChanged 103
		SP:Iteration 17Q (46691.620000 sec): 3 clusters
  Score: Raw -895933.711133 + Penalty 3003.124960 = -892930.586173
  nChanged 88
		SP:Iteration 18Q (46691.770000 sec): 3 clusters
  Score: Raw -895955.443278 + Penalty 3003.124960 = -892952.318318
  nChanged 74
		SP:Iteration 19Q (46691.940000 sec): 3 clusters
  Score: Raw -895971.345287 + Penalty 3003.124960 = -892968.220326
  nChanged 74
		SP:Iteration 20F (46692.100000 sec): 3 clusters
  Score: Raw -895992.070540 + Penalty 3003.124960 = -892988.945580
  nChanged 84
		SP:Iteration 21Q (46692.250000 sec): 3 clusters
  Score: Raw -896013.476762 + Penalty 3003.124960 = -893010.351802
  nChanged 63
		SP:Iteration 22Q (46692.430000 sec): 3 clusters
  Score: Raw -896028.390204 + Penalty 3003.124960 = -893025.265244
  nChanged 50
		SP:Iteration 23Q (46692.580000 sec): 3 clusters
  Score: Raw -896039.537858 + Penalty 3003.124960 = -893036.412898
  nChanged 48
		SP:Iteration 24Q (46692.750000 sec): 3 clusters
  Score: Raw -896049.627374 + Penalty 3003.124960 = -893046.502414
  nChanged 44
		SP:Iteration 25Q (46692.930000 sec): 3 clusters
  Score: Raw -896057.525397 + Penalty 3003.124960 = -893054.400436
  nChanged 37
		SP:Iteration 26Q (46693.080000 sec): 3 clusters
  Score: Raw -896066.879656 + Penalty 3003.124960 = -893063.754696
  nChanged 42
		SP:Iteration 27Q (46693.250000 sec): 3 clusters
  Score: Raw -896077.910493 + Penalty 3003.124960 = -893074.785533
  nChanged 45
		SP:Iteration 28Q (46693.400000 sec): 3 clusters
  Score: Raw -896092.219847 + Penalty 3003.124960 = -893089.094887
  nChanged 57
		SP:Iteration 29Q (46693.570000 sec): 3 clusters
  Score: Raw -896111.775140 + Penalty 3003.124960 = -893108.650180
  nChanged 46
		SP:Iteration 30Q (46693.760000 sec): 3 clusters
  Score: Raw -896128.579831 + Penalty 3003.124960 = -893125.454871
  nChanged 49
		SP:Iteration 31Q (46693.900000 sec): 3 clusters
  Score: Raw -896141.251239 + Penalty 3003.124960 = -893138.126279
  nChanged 39
		SP:Iteration 32Q (46694.060000 sec): 3 clusters
  Score: Raw -896154.363321 + Penalty 3003.124960 = -893151.238360
  nChanged 47
		SP:Iteration 33Q (46694.200000 sec): 3 clusters
  Score: Raw -896169.540823 + Penalty 3003.124960 = -893166.415863
  nChanged 43
		SP:Iteration 34Q (46694.370000 sec): 3 clusters
  Score: Raw -896180.787894 + Penalty 3003.124960 = -893177.662933
  nChanged 39
		SP:Iteration 35Q (46694.550000 sec): 3 clusters
  Score: Raw -896189.756283 + Penalty 3003.124960 = -893186.631322
  nChanged 43
		SP:Iteration 36Q (46694.700000 sec): 3 clusters
  Score: Raw -896202.167805 + Penalty 3003.124960 = -893199.042845
  nChanged 42
		SP:Iteration 37Q (46694.870000 sec): 3 clusters
  Score: Raw -896213.610524 + Penalty 3003.124960 = -893210.485564
  nChanged 47
		SP:Iteration 38Q (46695.020000 sec): 3 clusters
  Score: Raw -896229.210686 + Penalty 3003.124960 = -893226.085726
  nChanged 43
		SP:Iteration 39Q (46695.190000 sec): 3 clusters
  Score: Raw -896242.990047 + Penalty 3003.124960 = -893239.865086
  nChanged 45
		SP:Iteration 40F (46695.370000 sec): 3 clusters
  Score: Raw -896259.256322 + Penalty 3003.124960 = -893256.131361
  nChanged 48
		SP:Iteration 41Q (46695.520000 sec): 3 clusters
  Score: Raw -896272.479958 + Penalty 3003.124960 = -893269.354998
  nChanged 41
		SP:Iteration 42Q (46695.690000 sec): 3 clusters
  Score: Raw -896284.715775 + Penalty 3003.124960 = -893281.590815
  nChanged 38
		SP:Iteration 43Q (46695.850000 sec): 3 clusters
  Score: Raw -896298.469242 + Penalty 3003.124960 = -893295.344282
  nChanged 37
		SP:Iteration 44Q (46696.010000 sec): 3 clusters
  Score: Raw -896310.919910 + Penalty 3003.124960 = -893307.794950
  nChanged 37
		SP:Iteration 45Q (46696.170000 sec): 3 clusters
  Score: Raw -896321.776875 + Penalty 3003.124960 = -893318.651914
  nChanged 33
		SP:Iteration 46Q (46696.310000 sec): 3 clusters
  Score: Raw -896330.699432 + Penalty 3003.124960 = -893327.574471
  nChanged 33
		SP:Iteration 47Q (46696.490000 sec): 3 clusters
  Score: Raw -896340.502435 + Penalty 3003.124960 = -893337.377474
  nChanged 34
		SP:Iteration 48Q (46696.650000 sec): 3 clusters
  Score: Raw -896348.701105 + Penalty 3003.124960 = -893345.576145
  nChanged 24
		SP:Iteration 49Q (46696.810000 sec): 3 clusters
  Score: Raw -896354.460126 + Penalty 3003.124960 = -893351.335166
  nChanged 21
		SP:Iteration 50Q (46697.000000 sec): 3 clusters
  Score: Raw -896359.412529 + Penalty 3003.124960 = -893356.287569
  nChanged 18
		SP:Iteration 51Q (46697.150000 sec): 3 clusters
  Score: Raw -896363.487816 + Penalty 3003.124960 = -893360.362856
  nChanged 19
		SP:Iteration 52Q (46697.320000 sec): 3 clusters
  Score: Raw -896368.730952 + Penalty 3003.124960 = -893365.605992
  nChanged 16
		SP:Iteration 53Q (46697.470000 sec): 3 clusters
  Score: Raw -896373.577178 + Penalty 3003.124960 = -893370.452218
  nChanged 18
		SP:Iteration 54Q (46697.640000 sec): 3 clusters
  Score: Raw -896378.487377 + Penalty 3003.124960 = -893375.362417
  nChanged 20
		SP:Iteration 55Q (46697.820000 sec): 3 clusters
  Score: Raw -896383.788297 + Penalty 3003.124960 = -893380.663336
  nChanged 13
		SP:Iteration 56Q (46697.970000 sec): 3 clusters
  Score: Raw -896387.360565 + Penalty 3003.124960 = -893384.235605
  nChanged 20
		SP:Iteration 57Q (46698.140000 sec): 3 clusters
  Score: Raw -896392.029335 + Penalty 3003.124960 = -893388.904374
  nChanged 18
		SP:Iteration 58Q (46698.290000 sec): 3 clusters
  Score: Raw -896397.243853 + Penalty 3003.124960 = -893394.118893
  nChanged 25
		SP:Iteration 59Q (46698.460000 sec): 3 clusters
  Score: Raw -896403.129085 + Penalty 3003.124960 = -893400.004125
  nChanged 21
		SP:Iteration 60F (46698.620000 sec): 3 clusters
  Score: Raw -896406.356763 + Penalty 3003.124960 = -893403.231803
  nChanged 10
		SP:Iteration 61Q (46698.770000 sec): 3 clusters
  Score: Raw -896407.826367 + Penalty 3003.124960 = -893404.701406
  nChanged 9
		SP:Iteration 62Q (46698.950000 sec): 3 clusters
  Score: Raw -896409.564145 + Penalty 3003.124960 = -893406.439185
  nChanged 7
		SP:Iteration 63Q (46699.100000 sec): 3 clusters
  Score: Raw -896410.859514 + Penalty 3003.124960 = -893407.734553
  nChanged 7
		SP:Iteration 64Q (46699.270000 sec): 3 clusters
  Score: Raw -896411.840061 + Penalty 3003.124960 = -893408.715100
  nChanged 3
		SP:Iteration 65Q (46699.450000 sec): 3 clusters
  Score: Raw -896412.356466 + Penalty 3003.124960 = -893409.231506
  nChanged 1
		SP:Iteration 66Q (46699.600000 sec): 3 clusters
  Score: Raw -896412.569574 + Penalty 3003.124960 = -893409.444613
  nChanged 3
		SP:Iteration 67Q (46699.770000 sec): 3 clusters
  Score: Raw -896413.530916 + Penalty 3003.124960 = -893410.405955
  nChanged 3
		SP:Iteration 68Q (46699.920000 sec): 3 clusters
  Score: Raw -896413.797092 + Penalty 3003.124960 = -893410.672132
  nChanged 0
		SP:Iteration 69F (46700.080000 sec): 3 clusters
  Score: Raw -896413.797092 + Penalty 3003.124960 = -893410.672132
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 83 (1148 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46700.160000 sec): 2 clusters
  Score: Raw -86544.893312 + Penalty 1144.938694 = -85399.954618
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46700.180000 sec): 3 clusters
  Score: Raw -86157.306935 + Penalty 2289.877387 = -83867.429547
  nChanged 363
		SP:Iteration 1F (46700.210000 sec): 3 clusters
  Score: Raw -86596.260268 + Penalty 2289.877387 = -84306.382880
  nChanged 134
		SP:Iteration 2F (46700.230000 sec): 3 clusters
  Score: Raw -86844.423076 + Penalty 2289.877387 = -84554.545689
  nChanged 104
		SP:Iteration 3F (46700.260000 sec): 3 clusters
  Score: Raw -87047.518874 + Penalty 2289.877387 = -84757.641486
  nChanged 61
		SP:Iteration 4F (46700.280000 sec): 3 clusters
  Score: Raw -87144.509525 + Penalty 2289.877387 = -84854.632137
  nChanged 47
		SP:Iteration 5Q (46700.300000 sec): 3 clusters
  Score: Raw -87232.563592 + Penalty 2289.877387 = -84942.686204
  nChanged 37
		SP:Iteration 6Q (46700.320000 sec): 3 clusters
  Score: Raw -87290.613285 + Penalty 2289.877387 = -85000.735898
  nChanged 27
		SP:Iteration 7Q (46700.350000 sec): 3 clusters
  Score: Raw -87320.910850 + Penalty 2289.877387 = -85031.033463
  nChanged 17
		SP:Iteration 8Q (46700.370000 sec): 3 clusters
  Score: Raw -87340.762036 + Penalty 2289.877387 = -85050.884648
  nChanged 11
		SP:Iteration 9Q (46700.390000 sec): 3 clusters
  Score: Raw -87354.543051 + Penalty 2289.877387 = -85064.665663
  nChanged 9
		SP:Iteration 10Q (46700.420000 sec): 3 clusters
  Score: Raw -87366.586186 + Penalty 2289.877387 = -85076.708799
  nChanged 8
		SP:Iteration 11Q (46700.440000 sec): 3 clusters
  Score: Raw -87376.166859 + Penalty 2289.877387 = -85086.289471
  nChanged 4
		SP:Iteration 12Q (46700.460000 sec): 3 clusters
  Score: Raw -87382.039625 + Penalty 2289.877387 = -85092.162238
  nChanged 1
		SP:Iteration 13Q (46700.480000 sec): 3 clusters
  Score: Raw -87383.650835 + Penalty 2289.877387 = -85093.773448
  nChanged 0
		SP:Iteration 14F (46700.510000 sec): 3 clusters
  Score: Raw -87383.650835 + Penalty 2289.877387 = -85093.773448
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 84 (2010 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46700.570000 sec): 2 clusters
  Score: Raw -165408.346281 + Penalty 1235.957125 = -164172.389156
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46700.610000 sec): 3 clusters
  Score: Raw -164544.833485 + Penalty 2471.914250 = -162072.919235
  nChanged 714
		SP:Iteration 1F (46700.650000 sec): 3 clusters
  Score: Raw -165047.541056 + Penalty 2471.914250 = -162575.626806
  nChanged 182
		SP:Iteration 2F (46700.690000 sec): 3 clusters
  Score: Raw -165217.759917 + Penalty 2471.914250 = -162745.845667
  nChanged 129
		SP:Iteration 3F (46700.730000 sec): 3 clusters
  Score: Raw -165352.757934 + Penalty 2471.914250 = -162880.843683
  nChanged 133
		SP:Iteration 4F (46700.770000 sec): 3 clusters
  Score: Raw -165523.191719 + Penalty 2471.914250 = -163051.277469
  nChanged 112
		SP:Iteration 5F (46700.810000 sec): 3 clusters
  Score: Raw -165648.802077 + Penalty 2471.914250 = -163176.887827
  nChanged 96
		SP:Iteration 6Q (46700.840000 sec): 3 clusters
  Score: Raw -165762.932852 + Penalty 2471.914250 = -163291.018602
  nChanged 84
		SP:Iteration 7Q (46700.880000 sec): 3 clusters
  Score: Raw -165850.409812 + Penalty 2471.914250 = -163378.495561
  nChanged 71
		SP:Iteration 8Q (46700.920000 sec): 3 clusters
  Score: Raw -165916.020939 + Penalty 2471.914250 = -163444.106689
  nChanged 52
		SP:Iteration 9Q (46700.960000 sec): 3 clusters
  Score: Raw -165983.057248 + Penalty 2471.914250 = -163511.142998
  nChanged 66
		SP:Iteration 10Q (46701.000000 sec): 3 clusters
  Score: Raw -166080.423192 + Penalty 2471.914250 = -163608.508941
  nChanged 64
		SP:Iteration 11Q (46701.040000 sec): 3 clusters
  Score: Raw -166194.431759 + Penalty 2471.914250 = -163722.517509
  nChanged 59
		SP:Iteration 12Q (46701.080000 sec): 3 clusters
  Score: Raw -166317.812098 + Penalty 2471.914250 = -163845.897848
  nChanged 52
		SP:Iteration 13Q (46701.120000 sec): 3 clusters
  Score: Raw -166387.979891 + Penalty 2471.914250 = -163916.065641
  nChanged 36
		SP:Iteration 14Q (46701.160000 sec): 3 clusters
  Score: Raw -166425.747779 + Penalty 2471.914250 = -163953.833529
  nChanged 25
		SP:Iteration 15Q (46701.200000 sec): 3 clusters
  Score: Raw -166448.474328 + Penalty 2471.914250 = -163976.560077
  nChanged 18
		SP:Iteration 16Q (46701.240000 sec): 3 clusters
  Score: Raw -166466.191703 + Penalty 2471.914250 = -163994.277453
  nChanged 20
		SP:Iteration 17Q (46701.270000 sec): 3 clusters
  Score: Raw -166483.527838 + Penalty 2471.914250 = -164011.613587
  nChanged 14
		SP:Iteration 18Q (46701.310000 sec): 3 clusters
  Score: Raw -166493.108114 + Penalty 2471.914250 = -164021.193864
  nChanged 7
		SP:Iteration 19Q (46701.350000 sec): 3 clusters
  Score: Raw -166496.317497 + Penalty 2471.914250 = -164024.403247
  nChanged 2
		SP:Iteration 20F (46701.390000 sec): 3 clusters
  Score: Raw -166496.743985 + Penalty 2471.914250 = -164024.829735
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 85 (5202 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46701.470000 sec): 2 clusters
  Score: Raw -433853.298273 + Penalty 1390.479747 = -432462.818526
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46701.600000 sec): 3 clusters
  Score: Raw -431189.790317 + Penalty 2780.959495 = -428408.830822
  nChanged 2125
		SP:Iteration 1F (46701.700000 sec): 3 clusters
  Score: Raw -432417.551254 + Penalty 2780.959495 = -429636.591759
  nChanged 445
		SP:Iteration 2F (46701.910000 sec): 3 clusters
  Score: Raw -432715.846096 + Penalty 2780.959495 = -429934.886601
  nChanged 326
		SP:Iteration 3F (46701.970000 sec): 3 clusters
  Score: Raw -432943.918649 + Penalty 2780.959495 = -430162.959154
  nChanged 280
		SP:Iteration 4F (46702.070000 sec): 3 clusters
  Score: Raw -433137.643683 + Penalty 2780.959495 = -430356.684188
  nChanged 286
		SP:Iteration 5F (46702.170000 sec): 3 clusters
  Score: Raw -433353.609840 + Penalty 2780.959495 = -430572.650345
  nChanged 261
		SP:Iteration 6F (46702.260000 sec): 3 clusters
  Score: Raw -433575.761698 + Penalty 2780.959495 = -430794.802203
  nChanged 262
		SP:Iteration 7F (46702.360000 sec): 3 clusters
  Score: Raw -433825.617547 + Penalty 2780.959495 = -431044.658052
  nChanged 252
		SP:Iteration 8Q (46702.450000 sec): 3 clusters
  Score: Raw -434103.297838 + Penalty 2780.959495 = -431322.338343
  nChanged 245
		SP:Iteration 9Q (46702.550000 sec): 3 clusters
  Score: Raw -434350.778172 + Penalty 2780.959495 = -431569.818677
  nChanged 221
		SP:Iteration 10Q (46702.650000 sec): 3 clusters
  Score: Raw -434522.252576 + Penalty 2780.959495 = -431741.293081
  nChanged 170
		SP:Iteration 11Q (46702.740000 sec): 3 clusters
  Score: Raw -434623.166662 + Penalty 2780.959495 = -431842.207167
  nChanged 110
		SP:Iteration 12Q (46702.830000 sec): 3 clusters
  Score: Raw -434674.697286 + Penalty 2780.959495 = -431893.737791
  nChanged 81
		SP:Iteration 13Q (46702.930000 sec): 3 clusters
  Score: Raw -434711.662192 + Penalty 2780.959495 = -431930.702697
  nChanged 63
		SP:Iteration 14Q (46703.030000 sec): 3 clusters
  Score: Raw -434740.242820 + Penalty 2780.959495 = -431959.283325
  nChanged 49
		SP:Iteration 15Q (46703.120000 sec): 3 clusters
  Score: Raw -434761.146286 + Penalty 2780.959495 = -431980.186791
  nChanged 43
		SP:Iteration 16Q (46703.210000 sec): 3 clusters
  Score: Raw -434778.897747 + Penalty 2780.959495 = -431997.938252
  nChanged 37
		SP:Iteration 17Q (46703.310000 sec): 3 clusters
  Score: Raw -434794.636789 + Penalty 2780.959495 = -432013.677294
  nChanged 25
		SP:Iteration 18Q (46703.400000 sec): 3 clusters
  Score: Raw -434804.089903 + Penalty 2780.959495 = -432023.130408
  nChanged 25
		SP:Iteration 19Q (46703.500000 sec): 3 clusters
  Score: Raw -434813.212806 + Penalty 2780.959495 = -432032.253311
  nChanged 21
		SP:Iteration 20F (46703.590000 sec): 3 clusters
  Score: Raw -434821.276187 + Penalty 2780.959495 = -432040.316693
  nChanged 22
		SP:Iteration 21Q (46703.690000 sec): 3 clusters
  Score: Raw -434828.457859 + Penalty 2780.959495 = -432047.498364
  nChanged 22
		SP:Iteration 22Q (46703.780000 sec): 3 clusters
  Score: Raw -434835.997792 + Penalty 2780.959495 = -432055.038297
  nChanged 26
		SP:Iteration 23Q (46703.880000 sec): 3 clusters
  Score: Raw -434842.428801 + Penalty 2780.959495 = -432061.469306
  nChanged 15
		SP:Iteration 24Q (46703.970000 sec): 3 clusters
  Score: Raw -434845.638978 + Penalty 2780.959495 = -432064.679483
  nChanged 11
		SP:Iteration 25Q (46704.070000 sec): 3 clusters
  Score: Raw -434847.941892 + Penalty 2780.959495 = -432066.982397
  nChanged 6
		SP:Iteration 26Q (46704.160000 sec): 3 clusters
  Score: Raw -434849.073327 + Penalty 2780.959495 = -432068.113832
  nChanged 6
		SP:Iteration 27Q (46704.250000 sec): 3 clusters
  Score: Raw -434850.735970 + Penalty 2780.959495 = -432069.776475
  nChanged 2
		SP:Iteration 28Q (46704.350000 sec): 3 clusters
  Score: Raw -434851.297076 + Penalty 2780.959495 = -432070.337581
  nChanged 2
		SP:Iteration 29Q (46704.450000 sec): 3 clusters
  Score: Raw -434851.699996 + Penalty 2780.959495 = -432070.740501
  nChanged 1
		SP:Iteration 30Q (46704.540000 sec): 3 clusters
  Score: Raw -434852.055534 + Penalty 2780.959495 = -432071.096039
  nChanged 1
		SP:Iteration 31Q (46704.630000 sec): 3 clusters
  Score: Raw -434852.649810 + Penalty 2780.959495 = -432071.690315
  nChanged 3
		SP:Iteration 32Q (46704.730000 sec): 3 clusters
  Score: Raw -434853.290325 + Penalty 2780.959495 = -432072.330830
  nChanged 1
		SP:Iteration 33Q (46704.820000 sec): 3 clusters
  Score: Raw -434853.445104 + Penalty 2780.959495 = -432072.485609
  nChanged 1
		SP:Iteration 34Q (46704.920000 sec): 3 clusters
  Score: Raw -434853.567181 + Penalty 2780.959495 = -432072.607686
  nChanged 1
		SP:Iteration 35Q (46705.010000 sec): 3 clusters
  Score: Raw -434853.661593 + Penalty 2780.959495 = -432072.702098
  nChanged 0
		SP:Iteration 36F (46705.110000 sec): 3 clusters
  Score: Raw -434853.661593 + Penalty 2780.959495 = -432072.702098
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 86 (2482 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46705.170000 sec): 2 clusters
  Score: Raw -206251.372421 + Penalty 1270.233244 = -204981.139177
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46705.220000 sec): 3 clusters
  Score: Raw -205159.992076 + Penalty 2540.466489 = -202619.525587
  nChanged 917
		SP:Iteration 1F (46705.320000 sec): 3 clusters
  Score: Raw -205831.947990 + Penalty 2540.466489 = -203291.481501
  nChanged 238
		SP:Iteration 2F (46705.430000 sec): 3 clusters
  Score: Raw -206091.530292 + Penalty 2540.466489 = -203551.063803
  nChanged 175
		SP:Iteration 3F (46705.480000 sec): 3 clusters
  Score: Raw -206285.037381 + Penalty 2540.466489 = -203744.570893
  nChanged 139
		SP:Iteration 4F (46705.530000 sec): 3 clusters
  Score: Raw -206446.126845 + Penalty 2540.466489 = -203905.660357
  nChanged 124
		SP:Iteration 5Q (46705.570000 sec): 3 clusters
  Score: Raw -206559.968972 + Penalty 2540.466489 = -204019.502483
  nChanged 98
		SP:Iteration 6Q (46705.620000 sec): 3 clusters
  Score: Raw -206623.767999 + Penalty 2540.466489 = -204083.301511
  nChanged 57
		SP:Iteration 7Q (46705.670000 sec): 3 clusters
  Score: Raw -206658.536292 + Penalty 2540.466489 = -204118.069804
  nChanged 43
		SP:Iteration 8Q (46705.720000 sec): 3 clusters
  Score: Raw -206685.462559 + Penalty 2540.466489 = -204144.996071
  nChanged 34
		SP:Iteration 9Q (46705.770000 sec): 3 clusters
  Score: Raw -206701.132870 + Penalty 2540.466489 = -204160.666381
  nChanged 18
		SP:Iteration 10Q (46705.810000 sec): 3 clusters
  Score: Raw -206714.666031 + Penalty 2540.466489 = -204174.199542
  nChanged 27
		SP:Iteration 11Q (46705.860000 sec): 3 clusters
  Score: Raw -206737.060562 + Penalty 2540.466489 = -204196.594073
  nChanged 29
		SP:Iteration 12Q (46705.910000 sec): 3 clusters
  Score: Raw -206756.984016 + Penalty 2540.466489 = -204216.517527
  nChanged 29
		SP:Iteration 13Q (46705.960000 sec): 3 clusters
  Score: Raw -206781.990283 + Penalty 2540.466489 = -204241.523795
  nChanged 32
		SP:Iteration 14Q (46706.010000 sec): 3 clusters
  Score: Raw -206806.934356 + Penalty 2540.466489 = -204266.467867
  nChanged 29
		SP:Iteration 15Q (46706.050000 sec): 3 clusters
  Score: Raw -206836.884588 + Penalty 2540.466489 = -204296.418100
  nChanged 21
		SP:Iteration 16Q (46706.100000 sec): 3 clusters
  Score: Raw -206862.765876 + Penalty 2540.466489 = -204322.299387
  nChanged 25
		SP:Iteration 17Q (46706.150000 sec): 3 clusters
  Score: Raw -206890.473994 + Penalty 2540.466489 = -204350.007505
  nChanged 31
		SP:Iteration 18Q (46706.190000 sec): 3 clusters
  Score: Raw -206914.648492 + Penalty 2540.466489 = -204374.182003
  nChanged 17
		SP:Iteration 19Q (46706.240000 sec): 3 clusters
  Score: Raw -206927.562253 + Penalty 2540.466489 = -204387.095764
  nChanged 17
		SP:Iteration 20F (46706.290000 sec): 3 clusters
  Score: Raw -206940.162984 + Penalty 2540.466489 = -204399.696495
  nChanged 12
		SP:Iteration 21Q (46706.330000 sec): 3 clusters
  Score: Raw -206946.216614 + Penalty 2540.466489 = -204405.750126
  nChanged 7
		SP:Iteration 22Q (46706.380000 sec): 3 clusters
  Score: Raw -206949.885462 + Penalty 2540.466489 = -204409.418973
  nChanged 5
		SP:Iteration 23Q (46706.430000 sec): 3 clusters
  Score: Raw -206951.679352 + Penalty 2540.466489 = -204411.212863
  nChanged 1
		SP:Iteration 24Q (46706.480000 sec): 3 clusters
  Score: Raw -206952.034796 + Penalty 2540.466489 = -204411.568307
  nChanged 2
		SP:Iteration 25Q (46706.520000 sec): 3 clusters
  Score: Raw -206952.798121 + Penalty 2540.466489 = -204412.331632
  nChanged 2
		SP:Iteration 26Q (46706.570000 sec): 3 clusters
  Score: Raw -206954.641605 + Penalty 2540.466489 = -204414.175117
  nChanged 2
		SP:Iteration 27Q (46706.620000 sec): 3 clusters
  Score: Raw -206958.051604 + Penalty 2540.466489 = -204417.585115
  nChanged 3
		SP:Iteration 28Q (46706.660000 sec): 3 clusters
  Score: Raw -206959.888795 + Penalty 2540.466489 = -204419.422306
  nChanged 0
		SP:Iteration 29F (46706.710000 sec): 3 clusters
  Score: Raw -206959.888795 + Penalty 2540.466489 = -204419.422306
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 87 (2818 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46706.780000 sec): 2 clusters
  Score: Raw -238743.832955 + Penalty 1290.864688 = -237452.968267
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46706.830000 sec): 3 clusters
  Score: Raw -237431.540496 + Penalty 2581.729375 = -234849.811121
  nChanged 1063
		SP:Iteration 1F (46706.890000 sec): 3 clusters
  Score: Raw -238015.246018 + Penalty 2581.729375 = -235433.516643
  nChanged 207
		SP:Iteration 2F (46706.940000 sec): 3 clusters
  Score: Raw -238160.125747 + Penalty 2581.729375 = -235578.396372
  nChanged 167
		SP:Iteration 3F (46707.000000 sec): 3 clusters
  Score: Raw -238275.752700 + Penalty 2581.729375 = -235694.023325
  nChanged 141
		SP:Iteration 4F (46707.050000 sec): 3 clusters
  Score: Raw -238383.708737 + Penalty 2581.729375 = -235801.979362
  nChanged 131
		SP:Iteration 5Q (46707.110000 sec): 3 clusters
  Score: Raw -238485.055286 + Penalty 2581.729375 = -235903.325911
  nChanged 134
		SP:Iteration 6Q (46707.160000 sec): 3 clusters
  Score: Raw -238575.575777 + Penalty 2581.729375 = -235993.846402
  nChanged 112
		SP:Iteration 7Q (46707.210000 sec): 3 clusters
  Score: Raw -238665.522141 + Penalty 2581.729375 = -236083.792766
  nChanged 102
		SP:Iteration 8Q (46707.270000 sec): 3 clusters
  Score: Raw -238736.244651 + Penalty 2581.729375 = -236154.515275
  nChanged 85
		SP:Iteration 9Q (46707.320000 sec): 3 clusters
  Score: Raw -238789.803533 + Penalty 2581.729375 = -236208.074158
  nChanged 75
		SP:Iteration 10Q (46707.380000 sec): 3 clusters
  Score: Raw -238832.780907 + Penalty 2581.729375 = -236251.051532
  nChanged 59
		SP:Iteration 11Q (46707.430000 sec): 3 clusters
  Score: Raw -238869.942837 + Penalty 2581.729375 = -236288.213462
  nChanged 67
		SP:Iteration 12Q (46707.490000 sec): 3 clusters
  Score: Raw -238917.840858 + Penalty 2581.729375 = -236336.111482
  nChanged 63
		SP:Iteration 13Q (46707.540000 sec): 3 clusters
  Score: Raw -238960.778252 + Penalty 2581.729375 = -236379.048877
  nChanged 54
		SP:Iteration 14Q (46707.590000 sec): 3 clusters
  Score: Raw -239002.878601 + Penalty 2581.729375 = -236421.149226
  nChanged 56
		SP:Iteration 15Q (46707.650000 sec): 3 clusters
  Score: Raw -239041.067528 + Penalty 2581.729375 = -236459.338153
  nChanged 41
		SP:Iteration 16Q (46707.700000 sec): 3 clusters
  Score: Raw -239065.982044 + Penalty 2581.729375 = -236484.252669
  nChanged 23
		SP:Iteration 17Q (46707.760000 sec): 3 clusters
  Score: Raw -239076.448656 + Penalty 2581.729375 = -236494.719281
  nChanged 15
		SP:Iteration 18Q (46707.810000 sec): 3 clusters
  Score: Raw -239085.150397 + Penalty 2581.729375 = -236503.421022
  nChanged 17
		SP:Iteration 19Q (46707.870000 sec): 3 clusters
  Score: Raw -239094.736980 + Penalty 2581.729375 = -236513.007605
  nChanged 18
		SP:Iteration 20F (46707.920000 sec): 3 clusters
  Score: Raw -239104.644912 + Penalty 2581.729375 = -236522.915537
  nChanged 15
		SP:Iteration 21Q (46707.970000 sec): 3 clusters
  Score: Raw -239110.103217 + Penalty 2581.729375 = -236528.373842
  nChanged 12
		SP:Iteration 22Q (46708.030000 sec): 3 clusters
  Score: Raw -239115.359107 + Penalty 2581.729375 = -236533.629732
  nChanged 5
		SP:Iteration 23Q (46708.080000 sec): 3 clusters
  Score: Raw -239116.963353 + Penalty 2581.729375 = -236535.233978
  nChanged 2
		SP:Iteration 24Q (46708.130000 sec): 3 clusters
  Score: Raw -239117.866235 + Penalty 2581.729375 = -236536.136860
  nChanged 4
		SP:Iteration 25Q (46708.190000 sec): 3 clusters
  Score: Raw -239119.408145 + Penalty 2581.729375 = -236537.678770
  nChanged 1
		SP:Iteration 26Q (46708.240000 sec): 3 clusters
  Score: Raw -239119.845059 + Penalty 2581.729375 = -236538.115684
  nChanged 0
		SP:Iteration 27F (46708.300000 sec): 3 clusters
  Score: Raw -239119.845059 + Penalty 2581.729375 = -236538.115684
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 88 (1344 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46708.360000 sec): 2 clusters
  Score: Raw -107570.651688 + Penalty 1170.553397 = -106400.098290
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46708.380000 sec): 3 clusters
  Score: Raw -107107.251361 + Penalty 2341.106794 = -104766.144566
  nChanged 427
		SP:Iteration 1F (46708.410000 sec): 3 clusters
  Score: Raw -107621.142224 + Penalty 2341.106794 = -105280.035429
  nChanged 131
		SP:Iteration 2F (46708.430000 sec): 3 clusters
  Score: Raw -107776.076566 + Penalty 2341.106794 = -105434.969772
  nChanged 69
		SP:Iteration 3F (46708.460000 sec): 3 clusters
  Score: Raw -107862.126389 + Penalty 2341.106794 = -105521.019595
  nChanged 47
		SP:Iteration 4Q (46708.490000 sec): 3 clusters
  Score: Raw -107914.861205 + Penalty 2341.106794 = -105573.754411
  nChanged 44
		SP:Iteration 5Q (46708.510000 sec): 3 clusters
  Score: Raw -107955.400838 + Penalty 2341.106794 = -105614.294044
  nChanged 26
		SP:Iteration 6Q (46708.540000 sec): 3 clusters
  Score: Raw -107978.227620 + Penalty 2341.106794 = -105637.120825
  nChanged 25
		SP:Iteration 7Q (46708.570000 sec): 3 clusters
  Score: Raw -108003.444371 + Penalty 2341.106794 = -105662.337577
  nChanged 19
		SP:Iteration 8Q (46708.590000 sec): 3 clusters
  Score: Raw -108025.480708 + Penalty 2341.106794 = -105684.373914
  nChanged 18
		SP:Iteration 9Q (46708.620000 sec): 3 clusters
  Score: Raw -108048.516137 + Penalty 2341.106794 = -105707.409342
  nChanged 17
		SP:Iteration 10Q (46708.650000 sec): 3 clusters
  Score: Raw -108067.645150 + Penalty 2341.106794 = -105726.538356
  nChanged 9
		SP:Iteration 11Q (46708.670000 sec): 3 clusters
  Score: Raw -108075.273041 + Penalty 2341.106794 = -105734.166246
  nChanged 9
		SP:Iteration 12Q (46708.700000 sec): 3 clusters
  Score: Raw -108080.510880 + Penalty 2341.106794 = -105739.404086
  nChanged 6
		SP:Iteration 13Q (46708.730000 sec): 3 clusters
  Score: Raw -108083.586907 + Penalty 2341.106794 = -105742.480112
  nChanged 3
		SP:Iteration 14Q (46708.750000 sec): 3 clusters
  Score: Raw -108085.686903 + Penalty 2341.106794 = -105744.580108
  nChanged 4
		SP:Iteration 15Q (46708.780000 sec): 3 clusters
  Score: Raw -108089.499341 + Penalty 2341.106794 = -105748.392547
  nChanged 4
		SP:Iteration 16Q (46708.810000 sec): 3 clusters
  Score: Raw -108094.145397 + Penalty 2341.106794 = -105753.038602
  nChanged 4
		SP:Iteration 17Q (46708.830000 sec): 3 clusters
  Score: Raw -108097.864709 + Penalty 2341.106794 = -105756.757915
  nChanged 2
		SP:Iteration 18Q (46708.860000 sec): 3 clusters
  Score: Raw -108100.215020 + Penalty 2341.106794 = -105759.108225
  nChanged 1
		SP:Iteration 19Q (46708.880000 sec): 3 clusters
  Score: Raw -108101.451254 + Penalty 2341.106794 = -105760.344460
  nChanged 1
		SP:Iteration 20F (46708.910000 sec): 3 clusters
  Score: Raw -108101.750782 + Penalty 2341.106794 = -105760.643988
  nChanged 2
		SP:Iteration 21Q (46708.930000 sec): 3 clusters
  Score: Raw -108102.090124 + Penalty 2341.106794 = -105760.983330
  nChanged 0
		SP:Iteration 22F (46708.960000 sec): 3 clusters
  Score: Raw -108102.090124 + Penalty 2341.106794 = -105760.983330
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 89 (3454 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46709.030000 sec): 2 clusters
  Score: Raw -295734.214869 + Penalty 1323.934342 = -294410.280527
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46709.110000 sec): 3 clusters
  Score: Raw -294087.603365 + Penalty 2647.868684 = -291439.734681
  nChanged 1385
		SP:Iteration 1F (46709.170000 sec): 3 clusters
  Score: Raw -295015.749593 + Penalty 2647.868684 = -292367.880909
  nChanged 319
		SP:Iteration 2F (46709.240000 sec): 3 clusters
  Score: Raw -295278.904754 + Penalty 2647.868684 = -292631.036070
  nChanged 230
		SP:Iteration 3F (46709.310000 sec): 3 clusters
  Score: Raw -295484.534772 + Penalty 2647.868684 = -292836.666087
  nChanged 200
		SP:Iteration 4F (46709.370000 sec): 3 clusters
  Score: Raw -295638.653622 + Penalty 2647.868684 = -292990.784938
  nChanged 158
		SP:Iteration 5Q (46709.440000 sec): 3 clusters
  Score: Raw -295756.489320 + Penalty 2647.868684 = -293108.620636
  nChanged 125
		SP:Iteration 6Q (46709.510000 sec): 3 clusters
  Score: Raw -295834.463115 + Penalty 2647.868684 = -293186.594431
  nChanged 84
		SP:Iteration 7Q (46709.570000 sec): 3 clusters
  Score: Raw -295886.386024 + Penalty 2647.868684 = -293238.517340
  nChanged 62
		SP:Iteration 8Q (46709.640000 sec): 3 clusters
  Score: Raw -295923.929487 + Penalty 2647.868684 = -293276.060803
  nChanged 55
		SP:Iteration 9Q (46709.710000 sec): 3 clusters
  Score: Raw -295958.212322 + Penalty 2647.868684 = -293310.343638
  nChanged 56
		SP:Iteration 10Q (46709.770000 sec): 3 clusters
  Score: Raw -295991.326972 + Penalty 2647.868684 = -293343.458288
  nChanged 51
		SP:Iteration 11Q (46709.840000 sec): 3 clusters
  Score: Raw -296021.760818 + Penalty 2647.868684 = -293373.892134
  nChanged 35
		SP:Iteration 12Q (46709.910000 sec): 3 clusters
  Score: Raw -296042.265181 + Penalty 2647.868684 = -293394.396497
  nChanged 33
		SP:Iteration 13Q (46709.970000 sec): 3 clusters
  Score: Raw -296056.949558 + Penalty 2647.868684 = -293409.080874
  nChanged 28
		SP:Iteration 14Q (46710.040000 sec): 3 clusters
  Score: Raw -296068.268811 + Penalty 2647.868684 = -293420.400127
  nChanged 22
		SP:Iteration 15Q (46710.110000 sec): 3 clusters
  Score: Raw -296079.503787 + Penalty 2647.868684 = -293431.635103
  nChanged 23
		SP:Iteration 16Q (46710.170000 sec): 3 clusters
  Score: Raw -296093.220633 + Penalty 2647.868684 = -293445.351949
  nChanged 22
		SP:Iteration 17Q (46710.240000 sec): 3 clusters
  Score: Raw -296105.192224 + Penalty 2647.868684 = -293457.323540
  nChanged 23
		SP:Iteration 18Q (46710.310000 sec): 3 clusters
  Score: Raw -296115.866237 + Penalty 2647.868684 = -293467.997553
  nChanged 18
		SP:Iteration 19Q (46710.370000 sec): 3 clusters
  Score: Raw -296125.362550 + Penalty 2647.868684 = -293477.493866
  nChanged 12
		SP:Iteration 20F (46710.440000 sec): 3 clusters
  Score: Raw -296129.639985 + Penalty 2647.868684 = -293481.771301
  nChanged 10
		SP:Iteration 21Q (46710.500000 sec): 3 clusters
  Score: Raw -296135.233156 + Penalty 2647.868684 = -293487.364472
  nChanged 13
		SP:Iteration 22Q (46710.570000 sec): 3 clusters
  Score: Raw -296139.389951 + Penalty 2647.868684 = -293491.521267
  nChanged 10
		SP:Iteration 23Q (46710.630000 sec): 3 clusters
  Score: Raw -296144.264488 + Penalty 2647.868684 = -293496.395804
  nChanged 10
		SP:Iteration 24Q (46710.700000 sec): 3 clusters
  Score: Raw -296150.543077 + Penalty 2647.868684 = -293502.674393
  nChanged 11
		SP:Iteration 25Q (46710.770000 sec): 3 clusters
  Score: Raw -296154.224813 + Penalty 2647.868684 = -293506.356129
  nChanged 2
		SP:Iteration 26Q (46710.830000 sec): 3 clusters
  Score: Raw -296154.589856 + Penalty 2647.868684 = -293506.721172
  nChanged 2
		SP:Iteration 27Q (46710.900000 sec): 3 clusters
  Score: Raw -296155.299640 + Penalty 2647.868684 = -293507.430956
  nChanged 2
		SP:Iteration 28Q (46710.970000 sec): 3 clusters
  Score: Raw -296156.111717 + Penalty 2647.868684 = -293508.243033
  nChanged 1
		SP:Iteration 29Q (46711.030000 sec): 3 clusters
  Score: Raw -296156.580789 + Penalty 2647.868684 = -293508.712104
  nChanged 2
		SP:Iteration 30Q (46711.100000 sec): 3 clusters
  Score: Raw -296157.895201 + Penalty 2647.868684 = -293510.026517
  nChanged 7
		SP:Iteration 31Q (46711.170000 sec): 3 clusters
  Score: Raw -296162.066045 + Penalty 2647.868684 = -293514.197361
  nChanged 8
		SP:Iteration 32Q (46711.230000 sec): 3 clusters
  Score: Raw -296165.875199 + Penalty 2647.868684 = -293518.006515
  nChanged 8
		SP:Iteration 33Q (46711.300000 sec): 3 clusters
  Score: Raw -296169.788261 + Penalty 2647.868684 = -293521.919577
  nChanged 9
		SP:Iteration 34Q (46711.360000 sec): 3 clusters
  Score: Raw -296173.004221 + Penalty 2647.868684 = -293525.135537
  nChanged 10
		SP:Iteration 35Q (46711.430000 sec): 3 clusters
  Score: Raw -296178.097795 + Penalty 2647.868684 = -293530.229111
  nChanged 10
		SP:Iteration 36Q (46711.490000 sec): 3 clusters
  Score: Raw -296183.029068 + Penalty 2647.868684 = -293535.160384
  nChanged 10
		SP:Iteration 37Q (46711.560000 sec): 3 clusters
  Score: Raw -296187.334405 + Penalty 2647.868684 = -293539.465721
  nChanged 4
		SP:Iteration 38Q (46711.630000 sec): 3 clusters
  Score: Raw -296189.418558 + Penalty 2647.868684 = -293541.549874
  nChanged 3
		SP:Iteration 39Q (46711.690000 sec): 3 clusters
  Score: Raw -296190.613224 + Penalty 2647.868684 = -293542.744540
  nChanged 2
		SP:Iteration 40F (46711.760000 sec): 3 clusters
  Score: Raw -296191.370076 + Penalty 2647.868684 = -293543.501392
  nChanged 1
		SP:Iteration 41Q (46711.820000 sec): 3 clusters
  Score: Raw -296191.689486 + Penalty 2647.868684 = -293543.820802
  nChanged 0
		SP:Iteration 42F (46711.890000 sec): 3 clusters
  Score: Raw -296191.689486 + Penalty 2647.868684 = -293543.820802
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 90 (1076 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46711.950000 sec): 2 clusters
  Score: Raw -85236.751419 + Penalty 1134.413433 = -84102.337986
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46711.970000 sec): 3 clusters
  Score: Raw -84900.441268 + Penalty 2268.826866 = -82631.614402
  nChanged 331
		SP:Iteration 1F (46711.990000 sec): 3 clusters
  Score: Raw -85207.191630 + Penalty 2268.826866 = -82938.364764
  nChanged 79
		SP:Iteration 2F (46712.010000 sec): 3 clusters
  Score: Raw -85304.133553 + Penalty 2268.826866 = -83035.306687
  nChanged 45
		SP:Iteration 3Q (46712.030000 sec): 3 clusters
  Score: Raw -85346.349308 + Penalty 2268.826866 = -83077.522442
  nChanged 33
		SP:Iteration 4Q (46712.060000 sec): 3 clusters
  Score: Raw -85372.922352 + Penalty 2268.826866 = -83104.095486
  nChanged 22
		SP:Iteration 5Q (46712.080000 sec): 3 clusters
  Score: Raw -85393.162270 + Penalty 2268.826866 = -83124.335404
  nChanged 17
		SP:Iteration 6Q (46712.100000 sec): 3 clusters
  Score: Raw -85406.835960 + Penalty 2268.826866 = -83138.009094
  nChanged 12
		SP:Iteration 7Q (46712.120000 sec): 3 clusters
  Score: Raw -85413.528112 + Penalty 2268.826866 = -83144.701246
  nChanged 12
		SP:Iteration 8Q (46712.150000 sec): 3 clusters
  Score: Raw -85427.004463 + Penalty 2268.826866 = -83158.177597
  nChanged 15
		SP:Iteration 9Q (46712.170000 sec): 3 clusters
  Score: Raw -85441.877655 + Penalty 2268.826866 = -83173.050789
  nChanged 8
		SP:Iteration 10Q (46712.190000 sec): 3 clusters
  Score: Raw -85449.980845 + Penalty 2268.826866 = -83181.153979
  nChanged 4
		SP:Iteration 11Q (46712.210000 sec): 3 clusters
  Score: Raw -85452.990652 + Penalty 2268.826866 = -83184.163786
  nChanged 3
		SP:Iteration 12Q (46712.230000 sec): 3 clusters
  Score: Raw -85455.196851 + Penalty 2268.826866 = -83186.369985
  nChanged 2
		SP:Iteration 13Q (46712.260000 sec): 3 clusters
  Score: Raw -85456.366896 + Penalty 2268.826866 = -83187.540030
  nChanged 1
		SP:Iteration 14Q (46712.280000 sec): 3 clusters
  Score: Raw -85458.211243 + Penalty 2268.826866 = -83189.384378
  nChanged 1
		SP:Iteration 15Q (46712.300000 sec): 3 clusters
  Score: Raw -85459.376756 + Penalty 2268.826866 = -83190.549890
  nChanged 2
		SP:Iteration 16Q (46712.320000 sec): 3 clusters
  Score: Raw -85460.440314 + Penalty 2268.826866 = -83191.613448
  nChanged 1
		SP:Iteration 17Q (46712.350000 sec): 3 clusters
  Score: Raw -85460.746188 + Penalty 2268.826866 = -83191.919323
  nChanged 2
		SP:Iteration 18Q (46712.370000 sec): 3 clusters
  Score: Raw -85461.542173 + Penalty 2268.826866 = -83192.715307
  nChanged 0
		SP:Iteration 19F (46712.390000 sec): 3 clusters
  Score: Raw -85461.542173 + Penalty 2268.826866 = -83192.715307
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 91 (9493 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46712.530000 sec): 2 clusters
  Score: Raw -807767.306122 + Penalty 1488.225369 = -806279.080753
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46712.710000 sec): 3 clusters
  Score: Raw -802429.937120 + Penalty 2976.450738 = -799453.486382
  nChanged 4077
		SP:Iteration 1F (46712.860000 sec): 3 clusters
  Score: Raw -804793.721684 + Penalty 2976.450738 = -801817.270945
  nChanged 805
		SP:Iteration 2F (46713.010000 sec): 3 clusters
  Score: Raw -805447.364961 + Penalty 2976.450738 = -802470.914223
  nChanged 737
		SP:Iteration 3F (46713.170000 sec): 3 clusters
  Score: Raw -806071.594449 + Penalty 2976.450738 = -803095.143710
  nChanged 695
		SP:Iteration 4F (46713.320000 sec): 3 clusters
  Score: Raw -806602.783595 + Penalty 2976.450738 = -803626.332857
  nChanged 590
		SP:Iteration 5F (46713.480000 sec): 3 clusters
  Score: Raw -806979.652791 + Penalty 2976.450738 = -804003.202053
  nChanged 491
		SP:Iteration 6F (46713.640000 sec): 3 clusters
  Score: Raw -807268.234121 + Penalty 2976.450738 = -804291.783382
  nChanged 392
		SP:Iteration 7Q (46713.790000 sec): 3 clusters
  Score: Raw -807482.516516 + Penalty 2976.450738 = -804506.065778
  nChanged 349
		SP:Iteration 8Q (46713.950000 sec): 3 clusters
  Score: Raw -807652.125758 + Penalty 2976.450738 = -804675.675020
  nChanged 272
		SP:Iteration 9Q (46714.110000 sec): 3 clusters
  Score: Raw -807777.178569 + Penalty 2976.450738 = -804800.727831
  nChanged 198
		SP:Iteration 10Q (46714.250000 sec): 3 clusters
  Score: Raw -807864.459856 + Penalty 2976.450738 = -804888.009117
  nChanged 193
		SP:Iteration 11Q (46714.410000 sec): 3 clusters
  Score: Raw -807950.342928 + Penalty 2976.450738 = -804973.892190
  nChanged 177
		SP:Iteration 12Q (46714.570000 sec): 3 clusters
  Score: Raw -808036.411235 + Penalty 2976.450738 = -805059.960497
  nChanged 175
		SP:Iteration 13Q (46714.720000 sec): 3 clusters
  Score: Raw -808131.125082 + Penalty 2976.450738 = -805154.674344
  nChanged 167
		SP:Iteration 14Q (46714.870000 sec): 3 clusters
  Score: Raw -808216.115295 + Penalty 2976.450738 = -805239.664556
  nChanged 151
		SP:Iteration 15Q (46715.030000 sec): 3 clusters
  Score: Raw -808294.802192 + Penalty 2976.450738 = -805318.351454
  nChanged 146
		SP:Iteration 16Q (46715.180000 sec): 3 clusters
  Score: Raw -808364.922292 + Penalty 2976.450738 = -805388.471554
  nChanged 134
		SP:Iteration 17Q (46715.330000 sec): 3 clusters
  Score: Raw -808423.646410 + Penalty 2976.450738 = -805447.195672
  nChanged 123
		SP:Iteration 18Q (46715.520000 sec): 3 clusters
  Score: Raw -808470.587515 + Penalty 2976.450738 = -805494.136776
  nChanged 108
		SP:Iteration 19Q (46715.670000 sec): 3 clusters
  Score: Raw -808510.990262 + Penalty 2976.450738 = -805534.539524
  nChanged 93
		SP:Iteration 20F (46715.830000 sec): 3 clusters
  Score: Raw -808540.551004 + Penalty 2976.450738 = -805564.100266
  nChanged 73
		SP:Iteration 21Q (46716.000000 sec): 3 clusters
  Score: Raw -808565.385935 + Penalty 2976.450738 = -805588.935197
  nChanged 67
		SP:Iteration 22Q (46716.150000 sec): 3 clusters
  Score: Raw -808590.442185 + Penalty 2976.450738 = -805613.991446
  nChanged 55
		SP:Iteration 23Q (46716.310000 sec): 3 clusters
  Score: Raw -808605.763806 + Penalty 2976.450738 = -805629.313068
  nChanged 39
		SP:Iteration 24Q (46716.460000 sec): 3 clusters
  Score: Raw -808616.790424 + Penalty 2976.450738 = -805640.339686
  nChanged 45
		SP:Iteration 25Q (46716.610000 sec): 3 clusters
  Score: Raw -808628.688874 + Penalty 2976.450738 = -805652.238136
  nChanged 51
		SP:Iteration 26Q (46716.750000 sec): 3 clusters
  Score: Raw -808640.709002 + Penalty 2976.450738 = -805664.258263
  nChanged 46
		SP:Iteration 27Q (46716.920000 sec): 3 clusters
  Score: Raw -808652.311331 + Penalty 2976.450738 = -805675.860593
  nChanged 42
		SP:Iteration 28Q (46717.070000 sec): 3 clusters
  Score: Raw -808663.954226 + Penalty 2976.450738 = -805687.503488
  nChanged 44
		SP:Iteration 29Q (46717.220000 sec): 3 clusters
  Score: Raw -808674.633795 + Penalty 2976.450738 = -805698.183057
  nChanged 29
		SP:Iteration 30Q (46717.370000 sec): 3 clusters
  Score: Raw -808679.922979 + Penalty 2976.450738 = -805703.472241
  nChanged 33
		SP:Iteration 31Q (46717.520000 sec): 3 clusters
  Score: Raw -808687.515482 + Penalty 2976.450738 = -805711.064744
  nChanged 39
		SP:Iteration 32Q (46717.660000 sec): 3 clusters
  Score: Raw -808696.107347 + Penalty 2976.450738 = -805719.656608
  nChanged 31
		SP:Iteration 33Q (46717.820000 sec): 3 clusters
  Score: Raw -808702.073272 + Penalty 2976.450738 = -805725.622534
  nChanged 23
		SP:Iteration 34Q (46718.000000 sec): 3 clusters
  Score: Raw -808707.377190 + Penalty 2976.450738 = -805730.926452
  nChanged 20
		SP:Iteration 35Q (46718.150000 sec): 3 clusters
  Score: Raw -808710.341459 + Penalty 2976.450738 = -805733.890721
  nChanged 20
		SP:Iteration 36Q (46718.290000 sec): 3 clusters
  Score: Raw -808713.422007 + Penalty 2976.450738 = -805736.971269
  nChanged 16
		SP:Iteration 37Q (46718.440000 sec): 3 clusters
  Score: Raw -808715.709513 + Penalty 2976.450738 = -805739.258774
  nChanged 12
		SP:Iteration 38Q (46718.590000 sec): 3 clusters
  Score: Raw -808717.493965 + Penalty 2976.450738 = -805741.043227
  nChanged 15
		SP:Iteration 39Q (46718.740000 sec): 3 clusters
  Score: Raw -808720.837204 + Penalty 2976.450738 = -805744.386466
  nChanged 18
		SP:Iteration 40F (46718.900000 sec): 3 clusters
  Score: Raw -808723.514555 + Penalty 2976.450738 = -805747.063817
  nChanged 9
		SP:Iteration 41Q (46719.050000 sec): 3 clusters
  Score: Raw -808724.806345 + Penalty 2976.450738 = -805748.355607
  nChanged 5
		SP:Iteration 42Q (46719.190000 sec): 3 clusters
  Score: Raw -808725.453989 + Penalty 2976.450738 = -805749.003251
  nChanged 3
		SP:Iteration 43Q (46719.350000 sec): 3 clusters
  Score: Raw -808725.726208 + Penalty 2976.450738 = -805749.275470
  nChanged 1
		SP:Iteration 44Q (46719.520000 sec): 3 clusters
  Score: Raw -808725.808636 + Penalty 2976.450738 = -805749.357897
  nChanged 0
		SP:Iteration 45F (46719.680000 sec): 3 clusters
  Score: Raw -808725.808636 + Penalty 2976.450738 = -805749.357897
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 92 (5248 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46719.760000 sec): 2 clusters
  Score: Raw -480076.818316 + Penalty 1391.910379 = -478684.907937
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46719.900000 sec): 3 clusters
  Score: Raw -477263.621669 + Penalty 2783.820757 = -474479.800912
  nChanged 2164
		SP:Iteration 1F (46720.000000 sec): 3 clusters
  Score: Raw -478461.454993 + Penalty 2783.820757 = -475677.634236
  nChanged 353
		SP:Iteration 2F (46720.090000 sec): 3 clusters
  Score: Raw -478651.096450 + Penalty 2783.820757 = -475867.275693
  nChanged 289
		SP:Iteration 3F (46720.180000 sec): 3 clusters
  Score: Raw -478800.987416 + Penalty 2783.820757 = -476017.166658
  nChanged 222
		SP:Iteration 4Q (46720.280000 sec): 3 clusters
  Score: Raw -478920.684623 + Penalty 2783.820757 = -476136.863866
  nChanged 217
		SP:Iteration 5Q (46720.380000 sec): 3 clusters
  Score: Raw -479054.176326 + Penalty 2783.820757 = -476270.355568
  nChanged 229
		SP:Iteration 6Q (46720.480000 sec): 3 clusters
  Score: Raw -479225.314982 + Penalty 2783.820757 = -476441.494224
  nChanged 235
		SP:Iteration 7Q (46720.580000 sec): 3 clusters
  Score: Raw -479373.978622 + Penalty 2783.820757 = -476590.157864
  nChanged 203
		SP:Iteration 8Q (46720.680000 sec): 3 clusters
  Score: Raw -479486.546607 + Penalty 2783.820757 = -476702.725850
  nChanged 184
		SP:Iteration 9Q (46720.780000 sec): 3 clusters
  Score: Raw -479597.821549 + Penalty 2783.820757 = -476814.000791
  nChanged 193
		SP:Iteration 10Q (46720.870000 sec): 3 clusters
  Score: Raw -479718.927203 + Penalty 2783.820757 = -476935.106446
  nChanged 185
		SP:Iteration 11Q (46720.970000 sec): 3 clusters
  Score: Raw -479826.429636 + Penalty 2783.820757 = -477042.608879
  nChanged 141
		SP:Iteration 12Q (46721.070000 sec): 3 clusters
  Score: Raw -479920.280749 + Penalty 2783.820757 = -477136.459991
  nChanged 151
		SP:Iteration 13Q (46721.160000 sec): 3 clusters
  Score: Raw -480024.850651 + Penalty 2783.820757 = -477241.029894
  nChanged 157
		SP:Iteration 14Q (46721.260000 sec): 3 clusters
  Score: Raw -480169.526838 + Penalty 2783.820757 = -477385.706080
  nChanged 179
		SP:Iteration 15Q (46721.360000 sec): 3 clusters
  Score: Raw -480358.168044 + Penalty 2783.820757 = -477574.347287
  nChanged 160
		SP:Iteration 16Q (46721.460000 sec): 3 clusters
  Score: Raw -480526.496916 + Penalty 2783.820757 = -477742.676159
  nChanged 136
		SP:Iteration 17Q (46721.550000 sec): 3 clusters
  Score: Raw -480670.344640 + Penalty 2783.820757 = -477886.523882
  nChanged 104
		SP:Iteration 18Q (46721.650000 sec): 3 clusters
  Score: Raw -480771.988171 + Penalty 2783.820757 = -477988.167413
  nChanged 80
		SP:Iteration 19Q (46721.740000 sec): 3 clusters
  Score: Raw -480843.207085 + Penalty 2783.820757 = -478059.386327
  nChanged 65
		SP:Iteration 20F (46721.840000 sec): 3 clusters
  Score: Raw -480888.699260 + Penalty 2783.820757 = -478104.878503
  nChanged 38
		SP:Iteration 21Q (46721.930000 sec): 3 clusters
  Score: Raw -480906.670330 + Penalty 2783.820757 = -478122.849573
  nChanged 30
		SP:Iteration 22Q (46722.020000 sec): 3 clusters
  Score: Raw -480919.444512 + Penalty 2783.820757 = -478135.623755
  nChanged 20
		SP:Iteration 23Q (46722.120000 sec): 3 clusters
  Score: Raw -480926.724355 + Penalty 2783.820757 = -478142.903597
  nChanged 11
		SP:Iteration 24Q (46722.210000 sec): 3 clusters
  Score: Raw -480929.719655 + Penalty 2783.820757 = -478145.898897
  nChanged 4
		SP:Iteration 25Q (46722.300000 sec): 3 clusters
  Score: Raw -480930.551772 + Penalty 2783.820757 = -478146.731015
  nChanged 3
		SP:Iteration 26Q (46722.400000 sec): 3 clusters
  Score: Raw -480931.262075 + Penalty 2783.820757 = -478147.441318
  nChanged 2
		SP:Iteration 27Q (46722.490000 sec): 3 clusters
  Score: Raw -480931.913006 + Penalty 2783.820757 = -478148.092249
  nChanged 1
		SP:Iteration 28Q (46722.580000 sec): 3 clusters
  Score: Raw -480932.231196 + Penalty 2783.820757 = -478148.410439
  nChanged 0
		SP:Iteration 29F (46722.680000 sec): 3 clusters
  Score: Raw -480932.231196 + Penalty 2783.820757 = -478148.410439
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 93 (1280 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46722.740000 sec): 2 clusters
  Score: Raw -110693.248108 + Penalty 1162.624995 = -109530.623113
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46722.770000 sec): 3 clusters
  Score: Raw -110254.999200 + Penalty 2325.249991 = -107929.749209
  nChanged 424
		SP:Iteration 1F (46722.790000 sec): 3 clusters
  Score: Raw -110628.599465 + Penalty 2325.249991 = -108303.349474
  nChanged 99
		SP:Iteration 2F (46722.820000 sec): 3 clusters
  Score: Raw -110738.444940 + Penalty 2325.249991 = -108413.194949
  nChanged 63
		SP:Iteration 3Q (46722.840000 sec): 3 clusters
  Score: Raw -110805.199815 + Penalty 2325.249991 = -108479.949824
  nChanged 35
		SP:Iteration 4Q (46722.870000 sec): 3 clusters
  Score: Raw -110834.578704 + Penalty 2325.249991 = -108509.328713
  nChanged 30
		SP:Iteration 5Q (46722.890000 sec): 3 clusters
  Score: Raw -110862.919835 + Penalty 2325.249991 = -108537.669844
  nChanged 15
		SP:Iteration 6Q (46722.920000 sec): 3 clusters
  Score: Raw -110873.987120 + Penalty 2325.249991 = -108548.737129
  nChanged 11
		SP:Iteration 7Q (46722.950000 sec): 3 clusters
  Score: Raw -110881.496065 + Penalty 2325.249991 = -108556.246074
  nChanged 7
		SP:Iteration 8Q (46722.970000 sec): 3 clusters
  Score: Raw -110886.141914 + Penalty 2325.249991 = -108560.891923
  nChanged 5
		SP:Iteration 9Q (46723.000000 sec): 3 clusters
  Score: Raw -110888.747043 + Penalty 2325.249991 = -108563.497052
  nChanged 0
		SP:Iteration 10F (46723.020000 sec): 3 clusters
  Score: Raw -110888.747043 + Penalty 2325.249991 = -108563.497052
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 94 (1851 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46723.090000 sec): 2 clusters
  Score: Raw -149298.028873 + Penalty 1222.565713 = -148075.463160
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46723.130000 sec): 3 clusters
  Score: Raw -148512.358501 + Penalty 2445.131427 = -146067.227074
  nChanged 678
		SP:Iteration 1F (46723.160000 sec): 3 clusters
  Score: Raw -148980.833739 + Penalty 2445.131427 = -146535.702312
  nChanged 162
		SP:Iteration 2F (46723.200000 sec): 3 clusters
  Score: Raw -149118.597334 + Penalty 2445.131427 = -146673.465907
  nChanged 95
		SP:Iteration 3F (46723.230000 sec): 3 clusters
  Score: Raw -149210.304409 + Penalty 2445.131427 = -146765.172982
  nChanged 68
		SP:Iteration 4Q (46723.270000 sec): 3 clusters
  Score: Raw -149269.287070 + Penalty 2445.131427 = -146824.155643
  nChanged 64
		SP:Iteration 5Q (46723.310000 sec): 3 clusters
  Score: Raw -149321.985176 + Penalty 2445.131427 = -146876.853749
  nChanged 61
		SP:Iteration 6Q (46723.340000 sec): 3 clusters
  Score: Raw -149375.883896 + Penalty 2445.131427 = -146930.752469
  nChanged 53
		SP:Iteration 7Q (46723.380000 sec): 3 clusters
  Score: Raw -149423.088166 + Penalty 2445.131427 = -146977.956739
  nChanged 45
		SP:Iteration 8Q (46723.420000 sec): 3 clusters
  Score: Raw -149467.300792 + Penalty 2445.131427 = -147022.169366
  nChanged 45
		SP:Iteration 9Q (46723.450000 sec): 3 clusters
  Score: Raw -149503.141409 + Penalty 2445.131427 = -147058.009983
  nChanged 34
		SP:Iteration 10Q (46723.490000 sec): 3 clusters
  Score: Raw -149529.298861 + Penalty 2445.131427 = -147084.167434
  nChanged 30
		SP:Iteration 11Q (46723.530000 sec): 3 clusters
  Score: Raw -149549.371217 + Penalty 2445.131427 = -147104.239791
  nChanged 22
		SP:Iteration 12Q (46723.560000 sec): 3 clusters
  Score: Raw -149564.294061 + Penalty 2445.131427 = -147119.162635
  nChanged 25
		SP:Iteration 13Q (46723.600000 sec): 3 clusters
  Score: Raw -149586.243286 + Penalty 2445.131427 = -147141.111859
  nChanged 36
		SP:Iteration 14Q (46723.630000 sec): 3 clusters
  Score: Raw -149616.556524 + Penalty 2445.131427 = -147171.425097
  nChanged 32
		SP:Iteration 15Q (46723.670000 sec): 3 clusters
  Score: Raw -149652.225729 + Penalty 2445.131427 = -147207.094302
  nChanged 31
		SP:Iteration 16Q (46723.710000 sec): 3 clusters
  Score: Raw -149684.384732 + Penalty 2445.131427 = -147239.253306
  nChanged 34
		SP:Iteration 17Q (46723.740000 sec): 3 clusters
  Score: Raw -149715.571680 + Penalty 2445.131427 = -147270.440253
  nChanged 28
		SP:Iteration 18Q (46723.780000 sec): 3 clusters
  Score: Raw -149748.686507 + Penalty 2445.131427 = -147303.555081
  nChanged 24
		SP:Iteration 19Q (46723.810000 sec): 3 clusters
  Score: Raw -149780.350370 + Penalty 2445.131427 = -147335.218944
  nChanged 23
		SP:Iteration 20F (46723.850000 sec): 3 clusters
  Score: Raw -149804.357705 + Penalty 2445.131427 = -147359.226278
  nChanged 23
		SP:Iteration 21Q (46723.890000 sec): 3 clusters
  Score: Raw -149824.600357 + Penalty 2445.131427 = -147379.468931
  nChanged 22
		SP:Iteration 22Q (46723.920000 sec): 3 clusters
  Score: Raw -149841.007142 + Penalty 2445.131427 = -147395.875716
  nChanged 17
		SP:Iteration 23Q (46723.950000 sec): 3 clusters
  Score: Raw -149855.826604 + Penalty 2445.131427 = -147410.695177
  nChanged 20
		SP:Iteration 24Q (46723.990000 sec): 3 clusters
  Score: Raw -149870.128329 + Penalty 2445.131427 = -147424.996903
  nChanged 14
		SP:Iteration 25Q (46724.030000 sec): 3 clusters
  Score: Raw -149881.840793 + Penalty 2445.131427 = -147436.709367
  nChanged 17
		SP:Iteration 26Q (46724.060000 sec): 3 clusters
  Score: Raw -149894.350159 + Penalty 2445.131427 = -147449.218732
  nChanged 12
		SP:Iteration 27Q (46724.100000 sec): 3 clusters
  Score: Raw -149905.716520 + Penalty 2445.131427 = -147460.585093
  nChanged 11
		SP:Iteration 28Q (46724.130000 sec): 3 clusters
  Score: Raw -149917.254899 + Penalty 2445.131427 = -147472.123473
  nChanged 13
		SP:Iteration 29Q (46724.170000 sec): 3 clusters
  Score: Raw -149931.283459 + Penalty 2445.131427 = -147486.152032
  nChanged 16
		SP:Iteration 30Q (46724.200000 sec): 3 clusters
  Score: Raw -149946.513770 + Penalty 2445.131427 = -147501.382343
  nChanged 11
		SP:Iteration 31Q (46724.230000 sec): 3 clusters
  Score: Raw -149958.303057 + Penalty 2445.131427 = -147513.171630
  nChanged 15
		SP:Iteration 32Q (46724.270000 sec): 3 clusters
  Score: Raw -149981.308480 + Penalty 2445.131427 = -147536.177054
  nChanged 19
		SP:Iteration 33Q (46724.310000 sec): 3 clusters
  Score: Raw -150014.178937 + Penalty 2445.131427 = -147569.047511
  nChanged 19
		SP:Iteration 34Q (46724.340000 sec): 3 clusters
  Score: Raw -150046.989405 + Penalty 2445.131427 = -147601.857978
  nChanged 18
		SP:Iteration 35Q (46724.370000 sec): 3 clusters
  Score: Raw -150074.476973 + Penalty 2445.131427 = -147629.345546
  nChanged 17
		SP:Iteration 36Q (46724.410000 sec): 3 clusters
  Score: Raw -150086.745986 + Penalty 2445.131427 = -147641.614559
  nChanged 10
		SP:Iteration 37Q (46724.440000 sec): 3 clusters
  Score: Raw -150093.364061 + Penalty 2445.131427 = -147648.232634
  nChanged 8
		SP:Iteration 38Q (46724.480000 sec): 3 clusters
  Score: Raw -150097.396291 + Penalty 2445.131427 = -147652.264864
  nChanged 6
		SP:Iteration 39Q (46724.510000 sec): 3 clusters
  Score: Raw -150103.246402 + Penalty 2445.131427 = -147658.114976
  nChanged 8
		SP:Iteration 40F (46724.550000 sec): 3 clusters
  Score: Raw -150106.349780 + Penalty 2445.131427 = -147661.218354
  nChanged 2
		SP:Iteration 41Q (46724.580000 sec): 3 clusters
  Score: Raw -150107.194707 + Penalty 2445.131427 = -147662.063280
  nChanged 2
		SP:Iteration 42Q (46724.620000 sec): 3 clusters
  Score: Raw -150109.115394 + Penalty 2445.131427 = -147663.983968
  nChanged 3
		SP:Iteration 43Q (46724.650000 sec): 3 clusters
  Score: Raw -150110.384531 + Penalty 2445.131427 = -147665.253104
  nChanged 0
		SP:Iteration 44F (46724.690000 sec): 3 clusters
  Score: Raw -150110.384531 + Penalty 2445.131427 = -147665.253104
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 95 (461 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46724.730000 sec): 2 clusters
  Score: Raw -43609.993728 + Penalty 996.677182 = -42613.316546
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46724.740000 sec): 3 clusters
  Score: Raw -43568.436429 + Penalty 1993.354364 = -41575.082065
  nChanged 105
		SP:Iteration 1F (46724.750000 sec): 3 clusters
  Score: Raw -43709.380130 + Penalty 1993.354364 = -41716.025766
  nChanged 21
		SP:Iteration 2Q (46724.760000 sec): 3 clusters
  Score: Raw -43739.684075 + Penalty 1993.354364 = -41746.329711
  nChanged 10
		SP:Iteration 3Q (46724.770000 sec): 3 clusters
  Score: Raw -43751.510627 + Penalty 1993.354364 = -41758.156263
  nChanged 3
		SP:Iteration 4Q (46724.780000 sec): 3 clusters
  Score: Raw -43755.992592 + Penalty 1993.354364 = -41762.638228
  nChanged 1
		SP:Iteration 5Q (46724.790000 sec): 3 clusters
  Score: Raw -43757.995420 + Penalty 1993.354364 = -41764.641056
  nChanged 0
		SP:Iteration 6F (46724.810000 sec): 3 clusters
  Score: Raw -43757.995420 + Penalty 1993.354364 = -41764.641056
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 96 (2423 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46724.870000 sec): 2 clusters
  Score: Raw -195609.872643 + Penalty 1266.323780 = -194343.548864
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46724.920000 sec): 3 clusters
  Score: Raw -194526.000886 + Penalty 2532.647559 = -191993.353326
  nChanged 949
		SP:Iteration 1F (46724.970000 sec): 3 clusters
  Score: Raw -195282.359568 + Penalty 2532.647559 = -192749.712009
  nChanged 258
		SP:Iteration 2F (46725.010000 sec): 3 clusters
  Score: Raw -195598.864237 + Penalty 2532.647559 = -193066.216678
  nChanged 195
		SP:Iteration 3F (46725.060000 sec): 3 clusters
  Score: Raw -195865.257047 + Penalty 2532.647559 = -193332.609488
  nChanged 168
		SP:Iteration 4F (46725.110000 sec): 3 clusters
  Score: Raw -196053.554116 + Penalty 2532.647559 = -193520.906556
  nChanged 104
		SP:Iteration 5Q (46725.150000 sec): 3 clusters
  Score: Raw -196149.635968 + Penalty 2532.647559 = -193616.988409
  nChanged 74
		SP:Iteration 6Q (46725.200000 sec): 3 clusters
  Score: Raw -196218.859342 + Penalty 2532.647559 = -193686.211783
  nChanged 64
		SP:Iteration 7Q (46725.250000 sec): 3 clusters
  Score: Raw -196267.670294 + Penalty 2532.647559 = -193735.022735
  nChanged 53
		SP:Iteration 8Q (46725.290000 sec): 3 clusters
  Score: Raw -196314.089687 + Penalty 2532.647559 = -193781.442127
  nChanged 45
		SP:Iteration 9Q (46725.340000 sec): 3 clusters
  Score: Raw -196355.739160 + Penalty 2532.647559 = -193823.091600
  nChanged 40
		SP:Iteration 10Q (46725.390000 sec): 3 clusters
  Score: Raw -196397.658316 + Penalty 2532.647559 = -193865.010757
  nChanged 41
		SP:Iteration 11Q (46725.430000 sec): 3 clusters
  Score: Raw -196427.158405 + Penalty 2532.647559 = -193894.510846
  nChanged 21
		SP:Iteration 12Q (46725.480000 sec): 3 clusters
  Score: Raw -196449.660000 + Penalty 2532.647559 = -193917.012441
  nChanged 27
		SP:Iteration 13Q (46725.520000 sec): 3 clusters
  Score: Raw -196467.654036 + Penalty 2532.647559 = -193935.006477
  nChanged 19
		SP:Iteration 14Q (46725.570000 sec): 3 clusters
  Score: Raw -196476.451127 + Penalty 2532.647559 = -193943.803568
  nChanged 11
		SP:Iteration 15Q (46725.610000 sec): 3 clusters
  Score: Raw -196485.937632 + Penalty 2532.647559 = -193953.290073
  nChanged 17
		SP:Iteration 16Q (46725.660000 sec): 3 clusters
  Score: Raw -196496.795060 + Penalty 2532.647559 = -193964.147501
  nChanged 16
		SP:Iteration 17Q (46725.710000 sec): 3 clusters
  Score: Raw -196506.136492 + Penalty 2532.647559 = -193973.488933
  nChanged 10
		SP:Iteration 18Q (46725.750000 sec): 3 clusters
  Score: Raw -196512.365993 + Penalty 2532.647559 = -193979.718433
  nChanged 11
		SP:Iteration 19Q (46725.800000 sec): 3 clusters
  Score: Raw -196516.435804 + Penalty 2532.647559 = -193983.788245
  nChanged 10
		SP:Iteration 20F (46725.840000 sec): 3 clusters
  Score: Raw -196521.571465 + Penalty 2532.647559 = -193988.923905
  nChanged 8
		SP:Iteration 21Q (46725.890000 sec): 3 clusters
  Score: Raw -196526.142893 + Penalty 2532.647559 = -193993.495333
  nChanged 8
		SP:Iteration 22Q (46725.930000 sec): 3 clusters
  Score: Raw -196530.525228 + Penalty 2532.647559 = -193997.877669
  nChanged 11
		SP:Iteration 23Q (46725.980000 sec): 3 clusters
  Score: Raw -196538.156631 + Penalty 2532.647559 = -194005.509071
  nChanged 14
		SP:Iteration 24Q (46726.030000 sec): 3 clusters
  Score: Raw -196547.830906 + Penalty 2532.647559 = -194015.183346
  nChanged 12
		SP:Iteration 25Q (46726.070000 sec): 3 clusters
  Score: Raw -196556.776491 + Penalty 2532.647559 = -194024.128932
  nChanged 11
		SP:Iteration 26Q (46726.110000 sec): 3 clusters
  Score: Raw -196563.403970 + Penalty 2532.647559 = -194030.756411
  nChanged 4
		SP:Iteration 27Q (46726.160000 sec): 3 clusters
  Score: Raw -196565.315298 + Penalty 2532.647559 = -194032.667739
  nChanged 8
		SP:Iteration 28Q (46726.210000 sec): 3 clusters
  Score: Raw -196568.736773 + Penalty 2532.647559 = -194036.089213
  nChanged 5
		SP:Iteration 29Q (46726.250000 sec): 3 clusters
  Score: Raw -196571.358985 + Penalty 2532.647559 = -194038.711426
  nChanged 4
		SP:Iteration 30Q (46726.300000 sec): 3 clusters
  Score: Raw -196573.450409 + Penalty 2532.647559 = -194040.802850
  nChanged 6
		SP:Iteration 31Q (46726.340000 sec): 3 clusters
  Score: Raw -196576.839015 + Penalty 2532.647559 = -194044.191455
  nChanged 6
		SP:Iteration 32Q (46726.390000 sec): 3 clusters
  Score: Raw -196582.144722 + Penalty 2532.647559 = -194049.497163
  nChanged 5
		SP:Iteration 33Q (46726.430000 sec): 3 clusters
  Score: Raw -196586.017134 + Penalty 2532.647559 = -194053.369575
  nChanged 8
		SP:Iteration 34Q (46726.480000 sec): 3 clusters
  Score: Raw -196589.654802 + Penalty 2532.647559 = -194057.007243
  nChanged 3
		SP:Iteration 35Q (46726.520000 sec): 3 clusters
  Score: Raw -196590.743940 + Penalty 2532.647559 = -194058.096381
  nChanged 1
		SP:Iteration 36Q (46726.570000 sec): 3 clusters
  Score: Raw -196590.911043 + Penalty 2532.647559 = -194058.263483
  nChanged 0
		SP:Iteration 37F (46726.610000 sec): 3 clusters
  Score: Raw -196590.911043 + Penalty 2532.647559 = -194058.263483
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 97 (5212 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46726.700000 sec): 2 clusters
  Score: Raw -448068.189685 + Penalty 1390.791827 = -446677.397858
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46726.800000 sec): 3 clusters
  Score: Raw -445356.433358 + Penalty 2781.583655 = -442574.849703
  nChanged 2071
		SP:Iteration 1F (46726.890000 sec): 3 clusters
  Score: Raw -446614.009988 + Penalty 2781.583655 = -443832.426334
  nChanged 404
		SP:Iteration 2F (46726.990000 sec): 3 clusters
  Score: Raw -446887.371339 + Penalty 2781.583655 = -444105.787684
  nChanged 364
		SP:Iteration 3F (46727.090000 sec): 3 clusters
  Score: Raw -447157.512788 + Penalty 2781.583655 = -444375.929133
  nChanged 332
		SP:Iteration 4F (46727.180000 sec): 3 clusters
  Score: Raw -447413.192595 + Penalty 2781.583655 = -444631.608940
  nChanged 299
		SP:Iteration 5F (46727.280000 sec): 3 clusters
  Score: Raw -447649.225651 + Penalty 2781.583655 = -444867.641996
  nChanged 262
		SP:Iteration 6F (46727.370000 sec): 3 clusters
  Score: Raw -447841.736798 + Penalty 2781.583655 = -445060.153144
  nChanged 210
		SP:Iteration 7Q (46727.470000 sec): 3 clusters
  Score: Raw -447979.078046 + Penalty 2781.583655 = -445197.494392
  nChanged 156
		SP:Iteration 8Q (46727.570000 sec): 3 clusters
  Score: Raw -448062.218314 + Penalty 2781.583655 = -445280.634659
  nChanged 108
		SP:Iteration 9Q (46727.670000 sec): 3 clusters
  Score: Raw -448106.904622 + Penalty 2781.583655 = -445325.320967
  nChanged 66
		SP:Iteration 10Q (46727.770000 sec): 3 clusters
  Score: Raw -448132.340057 + Penalty 2781.583655 = -445350.756402
  nChanged 54
		SP:Iteration 11Q (46727.870000 sec): 3 clusters
  Score: Raw -448152.035236 + Penalty 2781.583655 = -445370.451581
  nChanged 38
		SP:Iteration 12Q (46727.970000 sec): 3 clusters
  Score: Raw -448167.555667 + Penalty 2781.583655 = -445385.972012
  nChanged 35
		SP:Iteration 13Q (46728.070000 sec): 3 clusters
  Score: Raw -448178.125747 + Penalty 2781.583655 = -445396.542092
  nChanged 19
		SP:Iteration 14Q (46728.170000 sec): 3 clusters
  Score: Raw -448183.401776 + Penalty 2781.583655 = -445401.818121
  nChanged 15
		SP:Iteration 15Q (46728.270000 sec): 3 clusters
  Score: Raw -448188.439682 + Penalty 2781.583655 = -445406.856027
  nChanged 15
		SP:Iteration 16Q (46728.370000 sec): 3 clusters
  Score: Raw -448194.291663 + Penalty 2781.583655 = -445412.708008
  nChanged 18
		SP:Iteration 17Q (46728.470000 sec): 3 clusters
  Score: Raw -448201.892545 + Penalty 2781.583655 = -445420.308890
  nChanged 18
		SP:Iteration 18Q (46728.570000 sec): 3 clusters
  Score: Raw -448207.448077 + Penalty 2781.583655 = -445425.864422
  nChanged 16
		SP:Iteration 19Q (46728.660000 sec): 3 clusters
  Score: Raw -448213.202246 + Penalty 2781.583655 = -445431.618591
  nChanged 11
		SP:Iteration 20F (46728.760000 sec): 3 clusters
  Score: Raw -448216.742205 + Penalty 2781.583655 = -445435.158550
  nChanged 12
		SP:Iteration 21Q (46728.860000 sec): 3 clusters
  Score: Raw -448219.205156 + Penalty 2781.583655 = -445437.621501
  nChanged 9
		SP:Iteration 22Q (46728.960000 sec): 3 clusters
  Score: Raw -448222.037146 + Penalty 2781.583655 = -445440.453491
  nChanged 4
		SP:Iteration 23Q (46729.060000 sec): 3 clusters
  Score: Raw -448222.601565 + Penalty 2781.583655 = -445441.017910
  nChanged 2
		SP:Iteration 24Q (46729.150000 sec): 3 clusters
  Score: Raw -448223.305880 + Penalty 2781.583655 = -445441.722225
  nChanged 3
		SP:Iteration 25Q (46729.250000 sec): 3 clusters
  Score: Raw -448223.937432 + Penalty 2781.583655 = -445442.353777
  nChanged 0
		SP:Iteration 26F (46729.350000 sec): 3 clusters
  Score: Raw -448223.937432 + Penalty 2781.583655 = -445442.353777
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 98 (2676 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46729.420000 sec): 2 clusters
  Score: Raw -219893.734227 + Penalty 1282.462743 = -218611.271483
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46729.470000 sec): 3 clusters
  Score: Raw -218636.859204 + Penalty 2564.925487 = -216071.933717
  nChanged 1040
		SP:Iteration 1F (46729.530000 sec): 3 clusters
  Score: Raw -219238.976274 + Penalty 2564.925487 = -216674.050787
  nChanged 220
		SP:Iteration 2F (46729.580000 sec): 3 clusters
  Score: Raw -219379.868366 + Penalty 2564.925487 = -216814.942879
  nChanged 139
		SP:Iteration 3F (46729.630000 sec): 3 clusters
  Score: Raw -219482.848106 + Penalty 2564.925487 = -216917.922619
  nChanged 125
		SP:Iteration 4Q (46729.680000 sec): 3 clusters
  Score: Raw -219588.697038 + Penalty 2564.925487 = -217023.771551
  nChanged 120
		SP:Iteration 5Q (46729.730000 sec): 3 clusters
  Score: Raw -219690.675671 + Penalty 2564.925487 = -217125.750185
  nChanged 113
		SP:Iteration 6Q (46729.790000 sec): 3 clusters
  Score: Raw -219800.709437 + Penalty 2564.925487 = -217235.783950
  nChanged 113
		SP:Iteration 7Q (46729.840000 sec): 3 clusters
  Score: Raw -219927.063653 + Penalty 2564.925487 = -217362.138166
  nChanged 113
		SP:Iteration 8Q (46729.890000 sec): 3 clusters
  Score: Raw -220055.785445 + Penalty 2564.925487 = -217490.859958
  nChanged 110
		SP:Iteration 9Q (46729.950000 sec): 3 clusters
  Score: Raw -220174.096436 + Penalty 2564.925487 = -217609.170949
  nChanged 103
		SP:Iteration 10Q (46730.000000 sec): 3 clusters
  Score: Raw -220280.972034 + Penalty 2564.925487 = -217716.046547
  nChanged 88
		SP:Iteration 11Q (46730.050000 sec): 3 clusters
  Score: Raw -220382.959457 + Penalty 2564.925487 = -217818.033970
  nChanged 85
		SP:Iteration 12Q (46730.100000 sec): 3 clusters
  Score: Raw -220452.553304 + Penalty 2564.925487 = -217887.627817
  nChanged 57
		SP:Iteration 13Q (46730.150000 sec): 3 clusters
  Score: Raw -220489.236118 + Penalty 2564.925487 = -217924.310631
  nChanged 39
		SP:Iteration 14Q (46730.210000 sec): 3 clusters
  Score: Raw -220512.834042 + Penalty 2564.925487 = -217947.908555
  nChanged 25
		SP:Iteration 15Q (46730.260000 sec): 3 clusters
  Score: Raw -220525.357317 + Penalty 2564.925487 = -217960.431830
  nChanged 15
		SP:Iteration 16Q (46730.310000 sec): 3 clusters
  Score: Raw -220533.659971 + Penalty 2564.925487 = -217968.734484
  nChanged 19
		SP:Iteration 17Q (46730.360000 sec): 3 clusters
  Score: Raw -220541.381455 + Penalty 2564.925487 = -217976.455968
  nChanged 10
		SP:Iteration 18Q (46730.410000 sec): 3 clusters
  Score: Raw -220545.909588 + Penalty 2564.925487 = -217980.984101
  nChanged 11
		SP:Iteration 19Q (46730.460000 sec): 3 clusters
  Score: Raw -220550.606511 + Penalty 2564.925487 = -217985.681024
  nChanged 5
		SP:Iteration 20F (46730.510000 sec): 3 clusters
  Score: Raw -220552.219640 + Penalty 2564.925487 = -217987.294153
  nChanged 4
		SP:Iteration 21Q (46730.560000 sec): 3 clusters
  Score: Raw -220553.714080 + Penalty 2564.925487 = -217988.788593
  nChanged 2
		SP:Iteration 22Q (46730.610000 sec): 3 clusters
  Score: Raw -220554.121198 + Penalty 2564.925487 = -217989.195711
  nChanged 4
		SP:Iteration 23Q (46730.670000 sec): 3 clusters
  Score: Raw -220555.393155 + Penalty 2564.925487 = -217990.467668
  nChanged 3
		SP:Iteration 24Q (46730.720000 sec): 3 clusters
  Score: Raw -220556.643408 + Penalty 2564.925487 = -217991.717921
  nChanged 2
		SP:Iteration 25Q (46730.770000 sec): 3 clusters
  Score: Raw -220557.001823 + Penalty 2564.925487 = -217992.076336
  nChanged 2
		SP:Iteration 26Q (46730.820000 sec): 3 clusters
  Score: Raw -220557.289615 + Penalty 2564.925487 = -217992.364128
  nChanged 0
		SP:Iteration 27F (46730.870000 sec): 3 clusters
  Score: Raw -220557.289615 + Penalty 2564.925487 = -217992.364128
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 99 (3046 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46730.940000 sec): 2 clusters
  Score: Raw -272999.738742 + Penalty 1303.507487 = -271696.231255
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46731.010000 sec): 3 clusters
  Score: Raw -271607.125997 + Penalty 2607.014973 = -269000.111023
  nChanged 1154
		SP:Iteration 1F (46731.070000 sec): 3 clusters
  Score: Raw -272352.972566 + Penalty 2607.014973 = -269745.957593
  nChanged 259
		SP:Iteration 2F (46731.120000 sec): 3 clusters
  Score: Raw -272568.836851 + Penalty 2607.014973 = -269961.821878
  nChanged 190
		SP:Iteration 3F (46731.180000 sec): 3 clusters
  Score: Raw -272728.980377 + Penalty 2607.014973 = -270121.965404
  nChanged 161
		SP:Iteration 4F (46731.240000 sec): 3 clusters
  Score: Raw -272859.685837 + Penalty 2607.014973 = -270252.670863
  nChanged 152
		SP:Iteration 5Q (46731.300000 sec): 3 clusters
  Score: Raw -272965.543201 + Penalty 2607.014973 = -270358.528228
  nChanged 116
		SP:Iteration 6Q (46731.360000 sec): 3 clusters
  Score: Raw -273049.047910 + Penalty 2607.014973 = -270442.032937
  nChanged 95
		SP:Iteration 7Q (46731.420000 sec): 3 clusters
  Score: Raw -273104.827299 + Penalty 2607.014973 = -270497.812326
  nChanged 65
		SP:Iteration 8Q (46731.480000 sec): 3 clusters
  Score: Raw -273139.019011 + Penalty 2607.014973 = -270532.004037
  nChanged 45
		SP:Iteration 9Q (46731.530000 sec): 3 clusters
  Score: Raw -273159.447049 + Penalty 2607.014973 = -270552.432076
  nChanged 36
		SP:Iteration 10Q (46731.590000 sec): 3 clusters
  Score: Raw -273175.864766 + Penalty 2607.014973 = -270568.849792
  nChanged 33
		SP:Iteration 11Q (46731.650000 sec): 3 clusters
  Score: Raw -273188.469939 + Penalty 2607.014973 = -270581.454966
  nChanged 20
		SP:Iteration 12Q (46731.710000 sec): 3 clusters
  Score: Raw -273193.755662 + Penalty 2607.014973 = -270586.740688
  nChanged 7
		SP:Iteration 13Q (46731.770000 sec): 3 clusters
  Score: Raw -273196.214867 + Penalty 2607.014973 = -270589.199894
  nChanged 8
		SP:Iteration 14Q (46731.830000 sec): 3 clusters
  Score: Raw -273198.878829 + Penalty 2607.014973 = -270591.863856
  nChanged 8
		SP:Iteration 15Q (46731.890000 sec): 3 clusters
  Score: Raw -273201.557838 + Penalty 2607.014973 = -270594.542864
  nChanged 5
		SP:Iteration 16Q (46731.950000 sec): 3 clusters
  Score: Raw -273203.242509 + Penalty 2607.014973 = -270596.227535
  nChanged 2
		SP:Iteration 17Q (46732.010000 sec): 3 clusters
  Score: Raw -273203.679284 + Penalty 2607.014973 = -270596.664311
  nChanged 2
		SP:Iteration 18Q (46732.070000 sec): 3 clusters
  Score: Raw -273204.142318 + Penalty 2607.014973 = -270597.127344
  nChanged 2
		SP:Iteration 19Q (46732.130000 sec): 3 clusters
  Score: Raw -273204.529689 + Penalty 2607.014973 = -270597.514715
  nChanged 0
		SP:Iteration 20F (46732.190000 sec): 3 clusters
  Score: Raw -273204.529689 + Penalty 2607.014973 = -270597.514715
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 100 (6753 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46732.280000 sec): 2 clusters
  Score: Raw -576778.511861 + Penalty 1432.883096 = -575345.628765
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46732.400000 sec): 3 clusters
  Score: Raw -573072.495887 + Penalty 2865.766192 = -570206.729695
  nChanged 2828
		SP:Iteration 1F (46732.510000 sec): 3 clusters
  Score: Raw -574778.673042 + Penalty 2865.766192 = -571912.906850
  nChanged 622
		SP:Iteration 2F (46732.620000 sec): 3 clusters
  Score: Raw -575356.110708 + Penalty 2865.766192 = -572490.344516
  nChanged 604
		SP:Iteration 3F (46732.730000 sec): 3 clusters
  Score: Raw -575935.613126 + Penalty 2865.766192 = -573069.846934
  nChanged 495
		SP:Iteration 4F (46732.850000 sec): 3 clusters
  Score: Raw -576341.306753 + Penalty 2865.766192 = -573475.540561
  nChanged 377
		SP:Iteration 5F (46732.970000 sec): 3 clusters
  Score: Raw -576584.760340 + Penalty 2865.766192 = -573718.994148
  nChanged 269
		SP:Iteration 6Q (46733.090000 sec): 3 clusters
  Score: Raw -576715.641883 + Penalty 2865.766192 = -573849.875691
  nChanged 172
		SP:Iteration 7Q (46733.210000 sec): 3 clusters
  Score: Raw -576797.262137 + Penalty 2865.766192 = -573931.495945
  nChanged 133
		SP:Iteration 8Q (46733.330000 sec): 3 clusters
  Score: Raw -576858.170300 + Penalty 2865.766192 = -573992.404107
  nChanged 108
		SP:Iteration 9Q (46733.450000 sec): 3 clusters
  Score: Raw -576903.944417 + Penalty 2865.766192 = -574038.178225
  nChanged 93
		SP:Iteration 10Q (46733.570000 sec): 3 clusters
  Score: Raw -576942.287786 + Penalty 2865.766192 = -574076.521593
  nChanged 103
		SP:Iteration 11Q (46733.690000 sec): 3 clusters
  Score: Raw -576979.597727 + Penalty 2865.766192 = -574113.831535
  nChanged 84
		SP:Iteration 12Q (46733.810000 sec): 3 clusters
  Score: Raw -577014.084315 + Penalty 2865.766192 = -574148.318123
  nChanged 76
		SP:Iteration 13Q (46733.930000 sec): 3 clusters
  Score: Raw -577045.634524 + Penalty 2865.766192 = -574179.868332
  nChanged 75
		SP:Iteration 14Q (46734.050000 sec): 3 clusters
  Score: Raw -577079.481915 + Penalty 2865.766192 = -574213.715723
  nChanged 71
		SP:Iteration 15Q (46734.160000 sec): 3 clusters
  Score: Raw -577111.964733 + Penalty 2865.766192 = -574246.198541
  nChanged 66
		SP:Iteration 16Q (46734.280000 sec): 3 clusters
  Score: Raw -577143.114331 + Penalty 2865.766192 = -574277.348139
  nChanged 84
		SP:Iteration 17Q (46734.400000 sec): 3 clusters
  Score: Raw -577181.914191 + Penalty 2865.766192 = -574316.147999
  nChanged 78
		SP:Iteration 18Q (46734.520000 sec): 3 clusters
  Score: Raw -577213.179322 + Penalty 2865.766192 = -574347.413130
  nChanged 62
		SP:Iteration 19Q (46734.640000 sec): 3 clusters
  Score: Raw -577238.142651 + Penalty 2865.766192 = -574372.376459
  nChanged 49
		SP:Iteration 20F (46734.760000 sec): 3 clusters
  Score: Raw -577253.185820 + Penalty 2865.766192 = -574387.419628
  nChanged 44
		SP:Iteration 21Q (46734.880000 sec): 3 clusters
  Score: Raw -577268.070617 + Penalty 2865.766192 = -574402.304424
  nChanged 45
		SP:Iteration 22Q (46735.000000 sec): 3 clusters
  Score: Raw -577280.057443 + Penalty 2865.766192 = -574414.291251
  nChanged 26
		SP:Iteration 23Q (46735.120000 sec): 3 clusters
  Score: Raw -577287.511917 + Penalty 2865.766192 = -574421.745725
  nChanged 27
		SP:Iteration 24Q (46735.230000 sec): 3 clusters
  Score: Raw -577293.116424 + Penalty 2865.766192 = -574427.350232
  nChanged 19
		SP:Iteration 25Q (46735.350000 sec): 3 clusters
  Score: Raw -577298.079906 + Penalty 2865.766192 = -574432.313714
  nChanged 17
		SP:Iteration 26Q (46735.470000 sec): 3 clusters
  Score: Raw -577302.659862 + Penalty 2865.766192 = -574436.893670
  nChanged 17
		SP:Iteration 27Q (46735.590000 sec): 3 clusters
  Score: Raw -577308.073027 + Penalty 2865.766192 = -574442.306834
  nChanged 18
		SP:Iteration 28Q (46735.710000 sec): 3 clusters
  Score: Raw -577313.189990 + Penalty 2865.766192 = -574447.423798
  nChanged 14
		SP:Iteration 29Q (46735.820000 sec): 3 clusters
  Score: Raw -577318.264493 + Penalty 2865.766192 = -574452.498301
  nChanged 18
		SP:Iteration 30Q (46735.940000 sec): 3 clusters
  Score: Raw -577322.670691 + Penalty 2865.766192 = -574456.904499
  nChanged 14
		SP:Iteration 31Q (46736.060000 sec): 3 clusters
  Score: Raw -577325.384751 + Penalty 2865.766192 = -574459.618559
  nChanged 11
		SP:Iteration 32Q (46736.180000 sec): 3 clusters
  Score: Raw -577326.875231 + Penalty 2865.766192 = -574461.109039
  nChanged 8
		SP:Iteration 33Q (46736.300000 sec): 3 clusters
  Score: Raw -577329.307515 + Penalty 2865.766192 = -574463.541322
  nChanged 9
		SP:Iteration 34Q (46736.420000 sec): 3 clusters
  Score: Raw -577330.956298 + Penalty 2865.766192 = -574465.190106
  nChanged 8
		SP:Iteration 35Q (46736.530000 sec): 3 clusters
  Score: Raw -577332.430752 + Penalty 2865.766192 = -574466.664560
  nChanged 6
		SP:Iteration 36Q (46736.650000 sec): 3 clusters
  Score: Raw -577334.134651 + Penalty 2865.766192 = -574468.368459
  nChanged 10
		SP:Iteration 37Q (46736.770000 sec): 3 clusters
  Score: Raw -577336.062660 + Penalty 2865.766192 = -574470.296468
  nChanged 7
		SP:Iteration 38Q (46736.890000 sec): 3 clusters
  Score: Raw -577337.354556 + Penalty 2865.766192 = -574471.588364
  nChanged 4
		SP:Iteration 39Q (46737.000000 sec): 3 clusters
  Score: Raw -577338.184363 + Penalty 2865.766192 = -574472.418171
  nChanged 3
		SP:Iteration 40F (46737.120000 sec): 3 clusters
  Score: Raw -577338.873654 + Penalty 2865.766192 = -574473.107461
  nChanged 4
		SP:Iteration 41Q (46737.240000 sec): 3 clusters
  Score: Raw -577339.693843 + Penalty 2865.766192 = -574473.927651
  nChanged 6
		SP:Iteration 42Q (46737.360000 sec): 3 clusters
  Score: Raw -577341.765394 + Penalty 2865.766192 = -574475.999202
  nChanged 12
		SP:Iteration 43Q (46737.470000 sec): 3 clusters
  Score: Raw -577344.082291 + Penalty 2865.766192 = -574478.316099
  nChanged 4
		SP:Iteration 44Q (46737.580000 sec): 3 clusters
  Score: Raw -577344.690097 + Penalty 2865.766192 = -574478.923905
  nChanged 4
		SP:Iteration 45Q (46737.700000 sec): 3 clusters
  Score: Raw -577345.561631 + Penalty 2865.766192 = -574479.795439
  nChanged 2
		SP:Iteration 46Q (46737.810000 sec): 3 clusters
  Score: Raw -577345.849835 + Penalty 2865.766192 = -574480.083643
  nChanged 2
		SP:Iteration 47Q (46737.930000 sec): 3 clusters
  Score: Raw -577346.177064 + Penalty 2865.766192 = -574480.410872
  nChanged 1
		SP:Iteration 48Q (46738.040000 sec): 3 clusters
  Score: Raw -577346.315928 + Penalty 2865.766192 = -574480.549735
  nChanged 2
		SP:Iteration 49Q (46738.160000 sec): 3 clusters
  Score: Raw -577346.734106 + Penalty 2865.766192 = -574480.967914
  nChanged 0
		SP:Iteration 50F (46738.270000 sec): 3 clusters
  Score: Raw -577346.734106 + Penalty 2865.766192 = -574480.967914
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 101 (604 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46738.330000 sec): 2 clusters
  Score: Raw -45514.136874 + Penalty 1040.580807 = -44473.556066
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46738.340000 sec): 3 clusters
  Score: Raw -45406.913428 + Penalty 2081.161614 = -43325.751814
  nChanged 153
		SP:Iteration 1F (46738.360000 sec): 3 clusters
  Score: Raw -45593.814488 + Penalty 2081.161614 = -43512.652874
  nChanged 46
		SP:Iteration 2F (46738.370000 sec): 3 clusters
  Score: Raw -45685.473648 + Penalty 2081.161614 = -43604.312034
  nChanged 33
		SP:Iteration 3F (46738.380000 sec): 3 clusters
  Score: Raw -45742.486559 + Penalty 2081.161614 = -43661.324944
  nChanged 15
		SP:Iteration 4Q (46738.400000 sec): 3 clusters
  Score: Raw -45767.455461 + Penalty 2081.161614 = -43686.293846
  nChanged 9
		SP:Iteration 5Q (46738.410000 sec): 3 clusters
  Score: Raw -45780.756906 + Penalty 2081.161614 = -43699.595292
  nChanged 7
		SP:Iteration 6Q (46738.420000 sec): 3 clusters
  Score: Raw -45791.450443 + Penalty 2081.161614 = -43710.288829
  nChanged 8
		SP:Iteration 7Q (46738.440000 sec): 3 clusters
  Score: Raw -45803.245337 + Penalty 2081.161614 = -43722.083723
  nChanged 5
		SP:Iteration 8Q (46738.450000 sec): 3 clusters
  Score: Raw -45809.276714 + Penalty 2081.161614 = -43728.115100
  nChanged 3
		SP:Iteration 9Q (46738.470000 sec): 3 clusters
  Score: Raw -45815.747892 + Penalty 2081.161614 = -43734.586277
  nChanged 2
		SP:Iteration 10Q (46738.480000 sec): 3 clusters
  Score: Raw -45816.700981 + Penalty 2081.161614 = -43735.539366
  nChanged 3
		SP:Iteration 11Q (46738.490000 sec): 3 clusters
  Score: Raw -45819.656387 + Penalty 2081.161614 = -43738.494773
  nChanged 1
		SP:Iteration 12Q (46738.500000 sec): 3 clusters
  Score: Raw -45820.211470 + Penalty 2081.161614 = -43739.049856
  nChanged 1
		SP:Iteration 13Q (46738.520000 sec): 3 clusters
  Score: Raw -45820.717379 + Penalty 2081.161614 = -43739.555765
  nChanged 2
		SP:Iteration 14Q (46738.530000 sec): 3 clusters
  Score: Raw -45826.217903 + Penalty 2081.161614 = -43745.056289
  nChanged 1
		SP:Iteration 15Q (46738.540000 sec): 3 clusters
  Score: Raw -45828.413885 + Penalty 2081.161614 = -43747.252271
  nChanged 2
		SP:Iteration 16Q (46738.560000 sec): 3 clusters
  Score: Raw -45829.865312 + Penalty 2081.161614 = -43748.703698
  nChanged 0
		SP:Iteration 17F (46738.570000 sec): 3 clusters
  Score: Raw -45829.865312 + Penalty 2081.161614 = -43748.703698
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 102 (1394 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46738.630000 sec): 2 clusters
  Score: Raw -116507.103577 + Penalty 1176.489046 = -115330.614531
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46738.660000 sec): 3 clusters
  Score: Raw -116039.430526 + Penalty 2352.978092 = -113686.452434
  nChanged 436
		SP:Iteration 1F (46738.690000 sec): 3 clusters
  Score: Raw -116409.873106 + Penalty 2352.978092 = -114056.895014
  nChanged 113
		SP:Iteration 2F (46738.720000 sec): 3 clusters
  Score: Raw -116513.949748 + Penalty 2352.978092 = -114160.971656
  nChanged 75
		SP:Iteration 3F (46738.740000 sec): 3 clusters
  Score: Raw -116586.779684 + Penalty 2352.978092 = -114233.801591
  nChanged 43
		SP:Iteration 4Q (46738.770000 sec): 3 clusters
  Score: Raw -116621.720269 + Penalty 2352.978092 = -114268.742177
  nChanged 38
		SP:Iteration 5Q (46738.800000 sec): 3 clusters
  Score: Raw -116658.255167 + Penalty 2352.978092 = -114305.277075
  nChanged 23
		SP:Iteration 6Q (46738.830000 sec): 3 clusters
  Score: Raw -116675.261625 + Penalty 2352.978092 = -114322.283532
  nChanged 11
		SP:Iteration 7Q (46738.860000 sec): 3 clusters
  Score: Raw -116682.004407 + Penalty 2352.978092 = -114329.026315
  nChanged 12
		SP:Iteration 8Q (46738.880000 sec): 3 clusters
  Score: Raw -116693.123938 + Penalty 2352.978092 = -114340.145846
  nChanged 7
		SP:Iteration 9Q (46738.910000 sec): 3 clusters
  Score: Raw -116699.102111 + Penalty 2352.978092 = -114346.124019
  nChanged 10
		SP:Iteration 10Q (46738.940000 sec): 3 clusters
  Score: Raw -116706.370959 + Penalty 2352.978092 = -114353.392866
  nChanged 5
		SP:Iteration 11Q (46738.960000 sec): 3 clusters
  Score: Raw -116710.410826 + Penalty 2352.978092 = -114357.432734
  nChanged 6
		SP:Iteration 12Q (46738.990000 sec): 3 clusters
  Score: Raw -116715.294161 + Penalty 2352.978092 = -114362.316069
  nChanged 4
		SP:Iteration 13Q (46739.020000 sec): 3 clusters
  Score: Raw -116718.321244 + Penalty 2352.978092 = -114365.343151
  nChanged 4
		SP:Iteration 14Q (46739.050000 sec): 3 clusters
  Score: Raw -116720.830403 + Penalty 2352.978092 = -114367.852311
  nChanged 5
		SP:Iteration 15Q (46739.080000 sec): 3 clusters
  Score: Raw -116723.069664 + Penalty 2352.978092 = -114370.091572
  nChanged 3
		SP:Iteration 16Q (46739.100000 sec): 3 clusters
  Score: Raw -116724.828754 + Penalty 2352.978092 = -114371.850662
  nChanged 2
		SP:Iteration 17Q (46739.130000 sec): 3 clusters
  Score: Raw -116725.716107 + Penalty 2352.978092 = -114372.738015
  nChanged 1
		SP:Iteration 18Q (46739.160000 sec): 3 clusters
  Score: Raw -116726.639638 + Penalty 2352.978092 = -114373.661546
  nChanged 2
		SP:Iteration 19Q (46739.190000 sec): 3 clusters
  Score: Raw -116727.109138 + Penalty 2352.978092 = -114374.131046
  nChanged 1
		SP:Iteration 20F (46739.220000 sec): 3 clusters
  Score: Raw -116727.435296 + Penalty 2352.978092 = -114374.457204
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 103 (672 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46739.260000 sec): 2 clusters
  Score: Raw -49155.878332 + Penalty 1057.916980 = -48097.961352
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46739.280000 sec): 3 clusters
  Score: Raw -49079.320262 + Penalty 2115.833961 = -46963.486301
  nChanged 162
		SP:Iteration 1F (46739.290000 sec): 3 clusters
  Score: Raw -49316.578491 + Penalty 2115.833961 = -47200.744530
  nChanged 51
		SP:Iteration 2F (46739.310000 sec): 3 clusters
  Score: Raw -49441.155615 + Penalty 2115.833961 = -47325.321654
  nChanged 39
		SP:Iteration 3F (46739.320000 sec): 3 clusters
  Score: Raw -49520.415043 + Penalty 2115.833961 = -47404.581082
  nChanged 28
		SP:Iteration 4Q (46739.330000 sec): 3 clusters
  Score: Raw -49568.437088 + Penalty 2115.833961 = -47452.603128
  nChanged 13
		SP:Iteration 5Q (46739.350000 sec): 3 clusters
  Score: Raw -49587.946192 + Penalty 2115.833961 = -47472.112232
  nChanged 9
		SP:Iteration 6Q (46739.360000 sec): 3 clusters
  Score: Raw -49606.669498 + Penalty 2115.833961 = -47490.835537
  nChanged 8
		SP:Iteration 7Q (46739.380000 sec): 3 clusters
  Score: Raw -49620.577585 + Penalty 2115.833961 = -47504.743624
  nChanged 6
		SP:Iteration 8Q (46739.390000 sec): 3 clusters
  Score: Raw -49644.686319 + Penalty 2115.833961 = -47528.852359
  nChanged 12
		SP:Iteration 9Q (46739.400000 sec): 3 clusters
  Score: Raw -49689.046654 + Penalty 2115.833961 = -47573.212694
  nChanged 9
		SP:Iteration 10Q (46739.420000 sec): 3 clusters
  Score: Raw -49707.626025 + Penalty 2115.833961 = -47591.792064
  nChanged 4
		SP:Iteration 11Q (46739.430000 sec): 3 clusters
  Score: Raw -49715.705260 + Penalty 2115.833961 = -47599.871299
  nChanged 3
		SP:Iteration 12Q (46739.440000 sec): 3 clusters
  Score: Raw -49720.308777 + Penalty 2115.833961 = -47604.474816
  nChanged 0
		SP:Iteration 13F (46739.460000 sec): 3 clusters
  Score: Raw -49720.308777 + Penalty 2115.833961 = -47604.474816
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 104 (2612 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46739.530000 sec): 2 clusters
  Score: Raw -247806.601974 + Penalty 1278.529117 = -246528.072856
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46739.580000 sec): 3 clusters
  Score: Raw -246602.635394 + Penalty 2557.058234 = -244045.577159
  nChanged 927
		SP:Iteration 1F (46739.640000 sec): 3 clusters
  Score: Raw -247122.995436 + Penalty 2557.058234 = -244565.937201
  nChanged 194
		SP:Iteration 2F (46739.690000 sec): 3 clusters
  Score: Raw -247262.305853 + Penalty 2557.058234 = -244705.247619
  nChanged 144
		SP:Iteration 3F (46739.740000 sec): 3 clusters
  Score: Raw -247347.176036 + Penalty 2557.058234 = -244790.117801
  nChanged 96
		SP:Iteration 4Q (46739.790000 sec): 3 clusters
  Score: Raw -247412.019460 + Penalty 2557.058234 = -244854.961226
  nChanged 85
		SP:Iteration 5Q (46739.840000 sec): 3 clusters
  Score: Raw -247461.382253 + Penalty 2557.058234 = -244904.324019
  nChanged 86
		SP:Iteration 6Q (46739.890000 sec): 3 clusters
  Score: Raw -247525.251628 + Penalty 2557.058234 = -244968.193394
  nChanged 88
		SP:Iteration 7Q (46739.940000 sec): 3 clusters
  Score: Raw -247592.525535 + Penalty 2557.058234 = -245035.467301
  nChanged 87
		SP:Iteration 8Q (46740.000000 sec): 3 clusters
  Score: Raw -247653.823542 + Penalty 2557.058234 = -245096.765308
  nChanged 71
		SP:Iteration 9Q (46740.050000 sec): 3 clusters
  Score: Raw -247703.813244 + Penalty 2557.058234 = -245146.755010
  nChanged 62
		SP:Iteration 10Q (46740.100000 sec): 3 clusters
  Score: Raw -247754.215576 + Penalty 2557.058234 = -245197.157341
  nChanged 62
		SP:Iteration 11Q (46740.150000 sec): 3 clusters
  Score: Raw -247801.427168 + Penalty 2557.058234 = -245244.368934
  nChanged 50
		SP:Iteration 12Q (46740.200000 sec): 3 clusters
  Score: Raw -247836.525703 + Penalty 2557.058234 = -245279.467469
  nChanged 45
		SP:Iteration 13Q (46740.250000 sec): 3 clusters
  Score: Raw -247875.651623 + Penalty 2557.058234 = -245318.593389
  nChanged 38
		SP:Iteration 14Q (46740.300000 sec): 3 clusters
  Score: Raw -247905.234498 + Penalty 2557.058234 = -245348.176264
  nChanged 27
		SP:Iteration 15Q (46740.350000 sec): 3 clusters
  Score: Raw -247925.920259 + Penalty 2557.058234 = -245368.862025
  nChanged 19
		SP:Iteration 16Q (46740.400000 sec): 3 clusters
  Score: Raw -247943.378682 + Penalty 2557.058234 = -245386.320448
  nChanged 16
		SP:Iteration 17Q (46740.450000 sec): 3 clusters
  Score: Raw -247955.468976 + Penalty 2557.058234 = -245398.410742
  nChanged 12
		SP:Iteration 18Q (46740.500000 sec): 3 clusters
  Score: Raw -247964.884757 + Penalty 2557.058234 = -245407.826522
  nChanged 8
		SP:Iteration 19Q (46740.550000 sec): 3 clusters
  Score: Raw -247970.186748 + Penalty 2557.058234 = -245413.128514
  nChanged 7
		SP:Iteration 20F (46740.600000 sec): 3 clusters
  Score: Raw -247976.678828 + Penalty 2557.058234 = -245419.620594
  nChanged 7
		SP:Iteration 21Q (46740.650000 sec): 3 clusters
  Score: Raw -247980.288746 + Penalty 2557.058234 = -245423.230512
  nChanged 8
		SP:Iteration 22Q (46740.700000 sec): 3 clusters
  Score: Raw -247986.373179 + Penalty 2557.058234 = -245429.314944
  nChanged 8
		SP:Iteration 23Q (46740.750000 sec): 3 clusters
  Score: Raw -247991.956401 + Penalty 2557.058234 = -245434.898167
  nChanged 7
		SP:Iteration 24Q (46740.800000 sec): 3 clusters
  Score: Raw -247996.124954 + Penalty 2557.058234 = -245439.066720
  nChanged 4
		SP:Iteration 25Q (46740.850000 sec): 3 clusters
  Score: Raw -247998.414416 + Penalty 2557.058234 = -245441.356182
  nChanged 3
		SP:Iteration 26Q (46740.900000 sec): 3 clusters
  Score: Raw -248000.183909 + Penalty 2557.058234 = -245443.125674
  nChanged 5
		SP:Iteration 27Q (46740.950000 sec): 3 clusters
  Score: Raw -248004.036855 + Penalty 2557.058234 = -245446.978621
  nChanged 3
		SP:Iteration 28Q (46741.000000 sec): 3 clusters
  Score: Raw -248005.921151 + Penalty 2557.058234 = -245448.862917
  nChanged 1
		SP:Iteration 29Q (46741.050000 sec): 3 clusters
  Score: Raw -248006.282800 + Penalty 2557.058234 = -245449.224566
  nChanged 0
		SP:Iteration 30F (46741.100000 sec): 3 clusters
  Score: Raw -248006.282800 + Penalty 2557.058234 = -245449.224566
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 105 (2927 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46741.170000 sec): 2 clusters
  Score: Raw -237316.443555 + Penalty 1297.031659 = -236019.411896
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46741.230000 sec): 3 clusters
  Score: Raw -235947.622561 + Penalty 2594.063318 = -233353.559243
  nChanged 1101
		SP:Iteration 1F (46741.280000 sec): 3 clusters
  Score: Raw -236605.977554 + Penalty 2594.063318 = -234011.914236
  nChanged 254
		SP:Iteration 2F (46741.340000 sec): 3 clusters
  Score: Raw -236762.962747 + Penalty 2594.063318 = -234168.899429
  nChanged 153
		SP:Iteration 3F (46741.400000 sec): 3 clusters
  Score: Raw -236872.004966 + Penalty 2594.063318 = -234277.941647
  nChanged 136
		SP:Iteration 4Q (46741.460000 sec): 3 clusters
  Score: Raw -236944.541271 + Penalty 2594.063318 = -234350.477953
  nChanged 87
		SP:Iteration 5Q (46741.510000 sec): 3 clusters
  Score: Raw -237000.222858 + Penalty 2594.063318 = -234406.159540
  nChanged 78
		SP:Iteration 6Q (46741.570000 sec): 3 clusters
  Score: Raw -237043.907738 + Penalty 2594.063318 = -234449.844420
  nChanged 78
		SP:Iteration 7Q (46741.620000 sec): 3 clusters
  Score: Raw -237085.492988 + Penalty 2594.063318 = -234491.429670
  nChanged 74
		SP:Iteration 8Q (46741.680000 sec): 3 clusters
  Score: Raw -237127.804078 + Penalty 2594.063318 = -234533.740759
  nChanged 65
		SP:Iteration 9Q (46741.740000 sec): 3 clusters
  Score: Raw -237162.173328 + Penalty 2594.063318 = -234568.110010
  nChanged 54
		SP:Iteration 10Q (46741.800000 sec): 3 clusters
  Score: Raw -237191.589357 + Penalty 2594.063318 = -234597.526039
  nChanged 51
		SP:Iteration 11Q (46741.850000 sec): 3 clusters
  Score: Raw -237215.439133 + Penalty 2594.063318 = -234621.375815
  nChanged 40
		SP:Iteration 12Q (46741.910000 sec): 3 clusters
  Score: Raw -237229.496159 + Penalty 2594.063318 = -234635.432841
  nChanged 28
		SP:Iteration 13Q (46741.960000 sec): 3 clusters
  Score: Raw -237240.038334 + Penalty 2594.063318 = -234645.975016
  nChanged 30
		SP:Iteration 14Q (46742.020000 sec): 3 clusters
  Score: Raw -237253.915549 + Penalty 2594.063318 = -234659.852231
  nChanged 25
		SP:Iteration 15Q (46742.080000 sec): 3 clusters
  Score: Raw -237262.113149 + Penalty 2594.063318 = -234668.049831
  nChanged 23
		SP:Iteration 16Q (46742.130000 sec): 3 clusters
  Score: Raw -237271.421343 + Penalty 2594.063318 = -234677.358025
  nChanged 18
		SP:Iteration 17Q (46742.190000 sec): 3 clusters
  Score: Raw -237276.663389 + Penalty 2594.063318 = -234682.600071
  nChanged 8
		SP:Iteration 18Q (46742.240000 sec): 3 clusters
  Score: Raw -237279.092166 + Penalty 2594.063318 = -234685.028848
  nChanged 8
		SP:Iteration 19Q (46742.300000 sec): 3 clusters
  Score: Raw -237282.707417 + Penalty 2594.063318 = -234688.644099
  nChanged 6
		SP:Iteration 20F (46742.350000 sec): 3 clusters
  Score: Raw -237284.149427 + Penalty 2594.063318 = -234690.086109
  nChanged 6
		SP:Iteration 21Q (46742.410000 sec): 3 clusters
  Score: Raw -237286.173126 + Penalty 2594.063318 = -234692.109807
  nChanged 5
		SP:Iteration 22Q (46742.470000 sec): 3 clusters
  Score: Raw -237288.738015 + Penalty 2594.063318 = -234694.674696
  nChanged 7
		SP:Iteration 23Q (46742.520000 sec): 3 clusters
  Score: Raw -237290.878966 + Penalty 2594.063318 = -234696.815647
  nChanged 7
		SP:Iteration 24Q (46742.580000 sec): 3 clusters
  Score: Raw -237293.171737 + Penalty 2594.063318 = -234699.108419
  nChanged 11
		SP:Iteration 25Q (46742.640000 sec): 3 clusters
  Score: Raw -237297.041510 + Penalty 2594.063318 = -234702.978192
  nChanged 11
		SP:Iteration 26Q (46742.690000 sec): 3 clusters
  Score: Raw -237300.978452 + Penalty 2594.063318 = -234706.915134
  nChanged 11
		SP:Iteration 27Q (46742.750000 sec): 3 clusters
  Score: Raw -237304.475329 + Penalty 2594.063318 = -234710.412011
  nChanged 9
		SP:Iteration 28Q (46742.800000 sec): 3 clusters
  Score: Raw -237306.787955 + Penalty 2594.063318 = -234712.724637
  nChanged 8
		SP:Iteration 29Q (46742.860000 sec): 3 clusters
  Score: Raw -237308.759753 + Penalty 2594.063318 = -234714.696435
  nChanged 5
		SP:Iteration 30Q (46742.920000 sec): 3 clusters
  Score: Raw -237310.183270 + Penalty 2594.063318 = -234716.119952
  nChanged 4
		SP:Iteration 31Q (46742.970000 sec): 3 clusters
  Score: Raw -237311.242997 + Penalty 2594.063318 = -234717.179678
  nChanged 6
		SP:Iteration 32Q (46743.030000 sec): 3 clusters
  Score: Raw -237313.396886 + Penalty 2594.063318 = -234719.333568
  nChanged 4
		SP:Iteration 33Q (46743.090000 sec): 3 clusters
  Score: Raw -237315.346474 + Penalty 2594.063318 = -234721.283156
  nChanged 8
		SP:Iteration 34Q (46743.140000 sec): 3 clusters
  Score: Raw -237317.498963 + Penalty 2594.063318 = -234723.435645
  nChanged 3
		SP:Iteration 35Q (46743.200000 sec): 3 clusters
  Score: Raw -237318.335084 + Penalty 2594.063318 = -234724.271766
  nChanged 6
		SP:Iteration 36Q (46743.260000 sec): 3 clusters
  Score: Raw -237319.971770 + Penalty 2594.063318 = -234725.908451
  nChanged 9
		SP:Iteration 37Q (46743.310000 sec): 3 clusters
  Score: Raw -237322.943261 + Penalty 2594.063318 = -234728.879943
  nChanged 3
		SP:Iteration 38Q (46743.370000 sec): 3 clusters
  Score: Raw -237324.767318 + Penalty 2594.063318 = -234730.704000
  nChanged 6
		SP:Iteration 39Q (46743.420000 sec): 3 clusters
  Score: Raw -237327.214844 + Penalty 2594.063318 = -234733.151526
  nChanged 7
		SP:Iteration 40F (46743.480000 sec): 3 clusters
  Score: Raw -237330.505638 + Penalty 2594.063318 = -234736.442320
  nChanged 10
		SP:Iteration 41Q (46743.540000 sec): 3 clusters
  Score: Raw -237334.190889 + Penalty 2594.063318 = -234740.127570
  nChanged 8
		SP:Iteration 42Q (46743.590000 sec): 3 clusters
  Score: Raw -237335.995906 + Penalty 2594.063318 = -234741.932588
  nChanged 5
		SP:Iteration 43Q (46743.650000 sec): 3 clusters
  Score: Raw -237338.154446 + Penalty 2594.063318 = -234744.091128
  nChanged 8
		SP:Iteration 44Q (46743.700000 sec): 3 clusters
  Score: Raw -237341.695891 + Penalty 2594.063318 = -234747.632573
  nChanged 13
		SP:Iteration 45Q (46743.760000 sec): 3 clusters
  Score: Raw -237346.607527 + Penalty 2594.063318 = -234752.544209
  nChanged 10
		SP:Iteration 46Q (46743.820000 sec): 3 clusters
  Score: Raw -237349.752243 + Penalty 2594.063318 = -234755.688925
  nChanged 9
		SP:Iteration 47Q (46743.870000 sec): 3 clusters
  Score: Raw -237352.164148 + Penalty 2594.063318 = -234758.100830
  nChanged 10
		SP:Iteration 48Q (46743.930000 sec): 3 clusters
  Score: Raw -237355.379050 + Penalty 2594.063318 = -234761.315732
  nChanged 11
		SP:Iteration 49Q (46743.990000 sec): 3 clusters
  Score: Raw -237359.739552 + Penalty 2594.063318 = -234765.676234
  nChanged 13
		SP:Iteration 50Q (46744.040000 sec): 3 clusters
  Score: Raw -237365.008877 + Penalty 2594.063318 = -234770.945559
  nChanged 14
		SP:Iteration 51Q (46744.100000 sec): 3 clusters
  Score: Raw -237370.221983 + Penalty 2594.063318 = -234776.158665
  nChanged 11
		SP:Iteration 52Q (46744.160000 sec): 3 clusters
  Score: Raw -237373.110249 + Penalty 2594.063318 = -234779.046931
  nChanged 9
		SP:Iteration 53Q (46744.210000 sec): 3 clusters
  Score: Raw -237378.965473 + Penalty 2594.063318 = -234784.902155
  nChanged 14
		SP:Iteration 54Q (46744.270000 sec): 3 clusters
  Score: Raw -237385.622373 + Penalty 2594.063318 = -234791.559055
  nChanged 16
		SP:Iteration 55Q (46744.320000 sec): 3 clusters
  Score: Raw -237392.342395 + Penalty 2594.063318 = -234798.279077
  nChanged 19
		SP:Iteration 56Q (46744.380000 sec): 3 clusters
  Score: Raw -237400.144109 + Penalty 2594.063318 = -234806.080791
  nChanged 17
		SP:Iteration 57Q (46744.440000 sec): 3 clusters
  Score: Raw -237405.447219 + Penalty 2594.063318 = -234811.383901
  nChanged 12
		SP:Iteration 58Q (46744.490000 sec): 3 clusters
  Score: Raw -237409.787979 + Penalty 2594.063318 = -234815.724661
  nChanged 10
		SP:Iteration 59Q (46744.550000 sec): 3 clusters
  Score: Raw -237414.196228 + Penalty 2594.063318 = -234820.132910
  nChanged 16
		SP:Iteration 60F (46744.600000 sec): 3 clusters
  Score: Raw -237420.266735 + Penalty 2594.063318 = -234826.203417
  nChanged 11
		SP:Iteration 61Q (46744.660000 sec): 3 clusters
  Score: Raw -237422.717510 + Penalty 2594.063318 = -234828.654191
  nChanged 9
		SP:Iteration 62Q (46744.720000 sec): 3 clusters
  Score: Raw -237425.956239 + Penalty 2594.063318 = -234831.892920
  nChanged 9
		SP:Iteration 63Q (46744.770000 sec): 3 clusters
  Score: Raw -237428.981847 + Penalty 2594.063318 = -234834.918529
  nChanged 13
		SP:Iteration 64Q (46744.830000 sec): 3 clusters
  Score: Raw -237434.173846 + Penalty 2594.063318 = -234840.110528
  nChanged 14
		SP:Iteration 65Q (46744.880000 sec): 3 clusters
  Score: Raw -237438.759001 + Penalty 2594.063318 = -234844.695683
  nChanged 9
		SP:Iteration 66Q (46744.940000 sec): 3 clusters
  Score: Raw -237442.544714 + Penalty 2594.063318 = -234848.481395
  nChanged 8
		SP:Iteration 67Q (46745.000000 sec): 3 clusters
  Score: Raw -237444.963488 + Penalty 2594.063318 = -234850.900169
  nChanged 5
		SP:Iteration 68Q (46745.050000 sec): 3 clusters
  Score: Raw -237446.373901 + Penalty 2594.063318 = -234852.310583
  nChanged 5
		SP:Iteration 69Q (46745.110000 sec): 3 clusters
  Score: Raw -237447.739457 + Penalty 2594.063318 = -234853.676139
  nChanged 5
		SP:Iteration 70Q (46745.160000 sec): 3 clusters
  Score: Raw -237449.003066 + Penalty 2594.063318 = -234854.939748
  nChanged 2
		SP:Iteration 71Q (46745.220000 sec): 3 clusters
  Score: Raw -237449.440860 + Penalty 2594.063318 = -234855.377542
  nChanged 1
		SP:Iteration 72Q (46745.270000 sec): 3 clusters
  Score: Raw -237449.639417 + Penalty 2594.063318 = -234855.576099
  nChanged 1
		SP:Iteration 73Q (46745.330000 sec): 3 clusters
  Score: Raw -237449.801699 + Penalty 2594.063318 = -234855.738380
  nChanged 0
		SP:Iteration 74F (46745.380000 sec): 3 clusters
  Score: Raw -237449.801699 + Penalty 2594.063318 = -234855.738380
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 106 (24579 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46745.620000 sec): 2 clusters
  Score: Raw -2248889.510576 + Penalty 1642.817751 = -2247246.692825
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46745.960000 sec): 3 clusters
  Score: Raw -2233934.826979 + Penalty 3285.635502 = -2230649.191477
  nChanged 11187
		SP:Iteration 1F (46746.250000 sec): 3 clusters
  Score: Raw -2240166.734135 + Penalty 3285.635502 = -2236881.098633
  nChanged 1245
		SP:Iteration 2F (46746.530000 sec): 3 clusters
  Score: Raw -2240622.995402 + Penalty 3285.635502 = -2237337.359900
  nChanged 1186
		SP:Iteration 3Q (46746.870000 sec): 3 clusters
  Score: Raw -2241106.985597 + Penalty 3285.635502 = -2237821.350095
  nChanged 1213
		SP:Iteration 4Q (46747.170000 sec): 3 clusters
  Score: Raw -2241637.990228 + Penalty 3285.635502 = -2238352.354726
  nChanged 1274
		SP:Iteration 5F (46747.500000 sec): 3 clusters
  Score: Raw -2242206.954100 + Penalty 3285.635502 = -2238921.318598
  nChanged 1260
		SP:Iteration 6F (46747.780000 sec): 3 clusters
  Score: Raw -2242806.844562 + Penalty 3285.635502 = -2239521.209060
  nChanged 1200
		SP:Iteration 7Q (46748.080000 sec): 3 clusters
  Score: Raw -2243397.911335 + Penalty 3285.635502 = -2240112.275833
  nChanged 1140
		SP:Iteration 8Q (46748.420000 sec): 3 clusters
  Score: Raw -2243930.737078 + Penalty 3285.635502 = -2240645.101576
  nChanged 1038
		SP:Iteration 9Q (46748.720000 sec): 3 clusters
  Score: Raw -2244383.763937 + Penalty 3285.635502 = -2241098.128435
  nChanged 956
		SP:Iteration 10Q (46749.060000 sec): 3 clusters
  Score: Raw -2244767.863698 + Penalty 3285.635502 = -2241482.228196
  nChanged 810
		SP:Iteration 11Q (46749.360000 sec): 3 clusters
  Score: Raw -2245057.648569 + Penalty 3285.635502 = -2241772.013066
  nChanged 672
		SP:Iteration 12Q (46749.700000 sec): 3 clusters
  Score: Raw -2245289.133009 + Penalty 3285.635502 = -2242003.497507
  nChanged 580
		SP:Iteration 13Q (46749.990000 sec): 3 clusters
  Score: Raw -2245478.356840 + Penalty 3285.635502 = -2242192.721338
  nChanged 538
		SP:Iteration 14Q (46750.330000 sec): 3 clusters
  Score: Raw -2245641.196805 + Penalty 3285.635502 = -2242355.561303
  nChanged 518
		SP:Iteration 15Q (46750.620000 sec): 3 clusters
  Score: Raw -2245790.551696 + Penalty 3285.635502 = -2242504.916194
  nChanged 503
		SP:Iteration 16Q (46750.960000 sec): 3 clusters
  Score: Raw -2245935.444674 + Penalty 3285.635502 = -2242649.809172
  nChanged 543
		SP:Iteration 17Q (46751.260000 sec): 3 clusters
  Score: Raw -2246096.582859 + Penalty 3285.635502 = -2242810.947357
  nChanged 601
		SP:Iteration 18Q (46751.550000 sec): 3 clusters
  Score: Raw -2246278.047978 + Penalty 3285.635502 = -2242992.412476
  nChanged 615
		SP:Iteration 19Q (46751.890000 sec): 3 clusters
  Score: Raw -2246465.967230 + Penalty 3285.635502 = -2243180.331727
  nChanged 655
		SP:Iteration 20F (46752.170000 sec): 3 clusters
  Score: Raw -2246691.481546 + Penalty 3285.635502 = -2243405.846044
  nChanged 672
		SP:Iteration 21Q (46752.500000 sec): 3 clusters
  Score: Raw -2246926.197481 + Penalty 3285.635502 = -2243640.561979
  nChanged 664
		SP:Iteration 22Q (46752.800000 sec): 3 clusters
  Score: Raw -2247166.390370 + Penalty 3285.635502 = -2243880.754868
  nChanged 657
		SP:Iteration 23Q (46753.070000 sec): 3 clusters
  Score: Raw -2247410.381283 + Penalty 3285.635502 = -2244124.745781
  nChanged 650
		SP:Iteration 24Q (46753.400000 sec): 3 clusters
  Score: Raw -2247655.496184 + Penalty 3285.635502 = -2244369.860682
  nChanged 584
		SP:Iteration 25Q (46753.690000 sec): 3 clusters
  Score: Raw -2247881.119189 + Penalty 3285.635502 = -2244595.483687
  nChanged 554
		SP:Iteration 26Q (46753.960000 sec): 3 clusters
  Score: Raw -2248101.708080 + Penalty 3285.635502 = -2244816.072578
  nChanged 466
		SP:Iteration 27Q (46754.230000 sec): 3 clusters
  Score: Raw -2248291.277624 + Penalty 3285.635502 = -2245005.642122
  nChanged 407
		SP:Iteration 28Q (46754.540000 sec): 3 clusters
  Score: Raw -2248466.047127 + Penalty 3285.635502 = -2245180.411625
  nChanged 352
		SP:Iteration 29Q (46754.830000 sec): 3 clusters
  Score: Raw -2248615.238358 + Penalty 3285.635502 = -2245329.602855
  nChanged 310
		SP:Iteration 30Q (46755.110000 sec): 3 clusters
  Score: Raw -2248749.112870 + Penalty 3285.635502 = -2245463.477368
  nChanged 273
		SP:Iteration 31Q (46755.370000 sec): 3 clusters
  Score: Raw -2248853.766936 + Penalty 3285.635502 = -2245568.131434
  nChanged 193
		SP:Iteration 32Q (46755.640000 sec): 3 clusters
  Score: Raw -2248924.111458 + Penalty 3285.635502 = -2245638.475956
  nChanged 160
		SP:Iteration 33Q (46755.900000 sec): 3 clusters
  Score: Raw -2248988.671504 + Penalty 3285.635502 = -2245703.036002
  nChanged 138
		SP:Iteration 34Q (46756.160000 sec): 3 clusters
  Score: Raw -2249043.233846 + Penalty 3285.635502 = -2245757.598344
  nChanged 112
		SP:Iteration 35Q (46756.440000 sec): 3 clusters
  Score: Raw -2249081.792881 + Penalty 3285.635502 = -2245796.157379
  nChanged 97
		SP:Iteration 36Q (46756.740000 sec): 3 clusters
  Score: Raw -2249119.195383 + Penalty 3285.635502 = -2245833.559881
  nChanged 74
		SP:Iteration 37Q (46757.020000 sec): 3 clusters
  Score: Raw -2249144.143582 + Penalty 3285.635502 = -2245858.508080
  nChanged 56
		SP:Iteration 38Q (46757.300000 sec): 3 clusters
  Score: Raw -2249162.036685 + Penalty 3285.635502 = -2245876.401183
  nChanged 53
		SP:Iteration 39Q (46757.550000 sec): 3 clusters
  Score: Raw -2249179.272926 + Penalty 3285.635502 = -2245893.637424
  nChanged 45
		SP:Iteration 40F (46757.840000 sec): 3 clusters
  Score: Raw -2249196.850284 + Penalty 3285.635502 = -2245911.214782
  nChanged 44
		SP:Iteration 41Q (46758.090000 sec): 3 clusters
  Score: Raw -2249213.050249 + Penalty 3285.635502 = -2245927.414747
  nChanged 37
		SP:Iteration 42Q (46758.350000 sec): 3 clusters
  Score: Raw -2249226.200135 + Penalty 3285.635502 = -2245940.564632
  nChanged 29
		SP:Iteration 43Q (46758.610000 sec): 3 clusters
  Score: Raw -2249235.771361 + Penalty 3285.635502 = -2245950.135859
  nChanged 22
		SP:Iteration 44Q (46758.860000 sec): 3 clusters
  Score: Raw -2249245.284769 + Penalty 3285.635502 = -2245959.649267
  nChanged 21
		SP:Iteration 45Q (46759.120000 sec): 3 clusters
  Score: Raw -2249254.535039 + Penalty 3285.635502 = -2245968.899537
  nChanged 18
		SP:Iteration 46Q (46759.380000 sec): 3 clusters
  Score: Raw -2249260.889681 + Penalty 3285.635502 = -2245975.254179
  nChanged 20
		SP:Iteration 47Q (46759.630000 sec): 3 clusters
  Score: Raw -2249269.308668 + Penalty 3285.635502 = -2245983.673165
  nChanged 21
		SP:Iteration 48Q (46759.890000 sec): 3 clusters
  Score: Raw -2249277.088150 + Penalty 3285.635502 = -2245991.452647
  nChanged 18
		SP:Iteration 49Q (46760.150000 sec): 3 clusters
  Score: Raw -2249282.576666 + Penalty 3285.635502 = -2245996.941164
  nChanged 17
		SP:Iteration 50Q (46760.400000 sec): 3 clusters
  Score: Raw -2249287.253989 + Penalty 3285.635502 = -2246001.618487
  nChanged 10
		SP:Iteration 51Q (46760.650000 sec): 3 clusters
  Score: Raw -2249290.908131 + Penalty 3285.635502 = -2246005.272629
  nChanged 10
		SP:Iteration 52Q (46760.910000 sec): 3 clusters
  Score: Raw -2249295.220017 + Penalty 3285.635502 = -2246009.584515
  nChanged 8
		SP:Iteration 53Q (46761.210000 sec): 3 clusters
  Score: Raw -2249297.276087 + Penalty 3285.635502 = -2246011.640585
  nChanged 2
		SP:Iteration 54Q (46761.510000 sec): 3 clusters
  Score: Raw -2249297.923800 + Penalty 3285.635502 = -2246012.288298
  nChanged 2
		SP:Iteration 55Q (46761.790000 sec): 3 clusters
  Score: Raw -2249298.454398 + Penalty 3285.635502 = -2246012.818896
  nChanged 0
		SP:Iteration 56F (46762.070000 sec): 3 clusters
  Score: Raw -2249298.454398 + Penalty 3285.635502 = -2246012.818896
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 107 (1902 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46762.130000 sec): 2 clusters
  Score: Raw -158431.195554 + Penalty 1226.982452 = -157204.213102
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46762.170000 sec): 3 clusters
  Score: Raw -157591.889567 + Penalty 2453.964904 = -155137.924663
  nChanged 686
		SP:Iteration 1F (46762.230000 sec): 3 clusters
  Score: Raw -158043.386582 + Penalty 2453.964904 = -155589.421678
  nChanged 150
		SP:Iteration 2F (46762.270000 sec): 3 clusters
  Score: Raw -158162.292963 + Penalty 2453.964904 = -155708.328059
  nChanged 107
		SP:Iteration 3F (46762.300000 sec): 3 clusters
  Score: Raw -158248.979930 + Penalty 2453.964904 = -155795.015026
  nChanged 72
		SP:Iteration 4Q (46762.340000 sec): 3 clusters
  Score: Raw -158302.842004 + Penalty 2453.964904 = -155848.877100
  nChanged 63
		SP:Iteration 5Q (46762.380000 sec): 3 clusters
  Score: Raw -158359.098132 + Penalty 2453.964904 = -155905.133228
  nChanged 69
		SP:Iteration 6Q (46762.410000 sec): 3 clusters
  Score: Raw -158415.888126 + Penalty 2453.964904 = -155961.923222
  nChanged 49
		SP:Iteration 7Q (46762.450000 sec): 3 clusters
  Score: Raw -158452.173367 + Penalty 2453.964904 = -155998.208462
  nChanged 38
		SP:Iteration 8Q (46762.490000 sec): 3 clusters
  Score: Raw -158481.909824 + Penalty 2453.964904 = -156027.944920
  nChanged 42
		SP:Iteration 9Q (46762.530000 sec): 3 clusters
  Score: Raw -158510.312392 + Penalty 2453.964904 = -156056.347488
  nChanged 36
		SP:Iteration 10Q (46762.570000 sec): 3 clusters
  Score: Raw -158537.915493 + Penalty 2453.964904 = -156083.950589
  nChanged 36
		SP:Iteration 11Q (46762.600000 sec): 3 clusters
  Score: Raw -158564.666692 + Penalty 2453.964904 = -156110.701788
  nChanged 36
		SP:Iteration 12Q (46762.640000 sec): 3 clusters
  Score: Raw -158591.660433 + Penalty 2453.964904 = -156137.695529
  nChanged 36
		SP:Iteration 13Q (46762.670000 sec): 3 clusters
  Score: Raw -158618.163296 + Penalty 2453.964904 = -156164.198392
  nChanged 34
		SP:Iteration 14Q (46762.710000 sec): 3 clusters
  Score: Raw -158639.338545 + Penalty 2453.964904 = -156185.373641
  nChanged 33
		SP:Iteration 15Q (46762.750000 sec): 3 clusters
  Score: Raw -158668.548765 + Penalty 2453.964904 = -156214.583861
  nChanged 32
		SP:Iteration 16Q (46762.790000 sec): 3 clusters
  Score: Raw -158697.637610 + Penalty 2453.964904 = -156243.672706
  nChanged 29
		SP:Iteration 17Q (46762.820000 sec): 3 clusters
  Score: Raw -158723.320887 + Penalty 2453.964904 = -156269.355983
  nChanged 27
		SP:Iteration 18Q (46762.860000 sec): 3 clusters
  Score: Raw -158744.953605 + Penalty 2453.964904 = -156290.988701
  nChanged 31
		SP:Iteration 19Q (46762.900000 sec): 3 clusters
  Score: Raw -158777.063208 + Penalty 2453.964904 = -156323.098304
  nChanged 24
		SP:Iteration 20F (46762.930000 sec): 3 clusters
  Score: Raw -158801.807898 + Penalty 2453.964904 = -156347.842994
  nChanged 31
		SP:Iteration 21Q (46762.970000 sec): 3 clusters
  Score: Raw -158833.467057 + Penalty 2453.964904 = -156379.502153
  nChanged 21
		SP:Iteration 22Q (46763.010000 sec): 3 clusters
  Score: Raw -158853.097052 + Penalty 2453.964904 = -156399.132148
  nChanged 15
		SP:Iteration 23Q (46763.040000 sec): 3 clusters
  Score: Raw -158872.252563 + Penalty 2453.964904 = -156418.287659
  nChanged 21
		SP:Iteration 24Q (46763.080000 sec): 3 clusters
  Score: Raw -158899.340110 + Penalty 2453.964904 = -156445.375206
  nChanged 28
		SP:Iteration 25Q (46763.120000 sec): 3 clusters
  Score: Raw -158928.447328 + Penalty 2453.964904 = -156474.482424
  nChanged 32
		SP:Iteration 26Q (46763.150000 sec): 3 clusters
  Score: Raw -158968.531578 + Penalty 2453.964904 = -156514.566674
  nChanged 29
		SP:Iteration 27Q (46763.190000 sec): 3 clusters
  Score: Raw -158996.973570 + Penalty 2453.964904 = -156543.008666
  nChanged 27
		SP:Iteration 28Q (46763.230000 sec): 3 clusters
  Score: Raw -159024.107223 + Penalty 2453.964904 = -156570.142319
  nChanged 29
		SP:Iteration 29Q (46763.260000 sec): 3 clusters
  Score: Raw -159055.677534 + Penalty 2453.964904 = -156601.712630
  nChanged 23
		SP:Iteration 30Q (46763.300000 sec): 3 clusters
  Score: Raw -159075.637892 + Penalty 2453.964904 = -156621.672988
  nChanged 23
		SP:Iteration 31Q (46763.330000 sec): 3 clusters
  Score: Raw -159102.291643 + Penalty 2453.964904 = -156648.326739
  nChanged 29
		SP:Iteration 32Q (46763.370000 sec): 3 clusters
  Score: Raw -159144.045856 + Penalty 2453.964904 = -156690.080952
  nChanged 24
		SP:Iteration 33Q (46763.400000 sec): 3 clusters
  Score: Raw -159177.729394 + Penalty 2453.964904 = -156723.764490
  nChanged 22
		SP:Iteration 34Q (46763.440000 sec): 3 clusters
  Score: Raw -159200.846296 + Penalty 2453.964904 = -156746.881392
  nChanged 21
		SP:Iteration 35Q (46763.470000 sec): 3 clusters
  Score: Raw -159226.464263 + Penalty 2453.964904 = -156772.499359
  nChanged 26
		SP:Iteration 36Q (46763.510000 sec): 3 clusters
  Score: Raw -159265.495366 + Penalty 2453.964904 = -156811.530462
  nChanged 22
		SP:Iteration 37Q (46763.550000 sec): 3 clusters
  Score: Raw -159294.129655 + Penalty 2453.964904 = -156840.164751
  nChanged 19
		SP:Iteration 38Q (46763.590000 sec): 3 clusters
  Score: Raw -159319.965206 + Penalty 2453.964904 = -156866.000302
  nChanged 15
		SP:Iteration 39Q (46763.620000 sec): 3 clusters
  Score: Raw -159338.005317 + Penalty 2453.964904 = -156884.040413
  nChanged 11
		SP:Iteration 40F (46763.660000 sec): 3 clusters
  Score: Raw -159348.624766 + Penalty 2453.964904 = -156894.659862
  nChanged 5
		SP:Iteration 41Q (46763.690000 sec): 3 clusters
  Score: Raw -159353.920867 + Penalty 2453.964904 = -156899.955963
  nChanged 9
		SP:Iteration 42Q (46763.730000 sec): 3 clusters
  Score: Raw -159363.131930 + Penalty 2453.964904 = -156909.167026
  nChanged 7
		SP:Iteration 43Q (46763.760000 sec): 3 clusters
  Score: Raw -159370.222289 + Penalty 2453.964904 = -156916.257385
  nChanged 3
		SP:Iteration 44Q (46763.800000 sec): 3 clusters
  Score: Raw -159371.642699 + Penalty 2453.964904 = -156917.677795
  nChanged 3
		SP:Iteration 45Q (46763.830000 sec): 3 clusters
  Score: Raw -159373.828678 + Penalty 2453.964904 = -156919.863774
  nChanged 1
		SP:Iteration 46Q (46763.870000 sec): 3 clusters
  Score: Raw -159374.470323 + Penalty 2453.964904 = -156920.505419
  nChanged 1
		SP:Iteration 47Q (46763.900000 sec): 3 clusters
  Score: Raw -159375.669838 + Penalty 2453.964904 = -156921.704934
  nChanged 1
		SP:Iteration 48Q (46763.940000 sec): 3 clusters
  Score: Raw -159376.615172 + Penalty 2453.964904 = -156922.650267
  nChanged 1
		SP:Iteration 49Q (46763.980000 sec): 3 clusters
  Score: Raw -159377.198468 + Penalty 2453.964904 = -156923.233564
  nChanged 1
		SP:Iteration 50Q (46764.010000 sec): 3 clusters
  Score: Raw -159378.101268 + Penalty 2453.964904 = -156924.136364
  nChanged 0
		SP:Iteration 51F (46764.050000 sec): 3 clusters
  Score: Raw -159378.101268 + Penalty 2453.964904 = -156924.136364
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 108 (1687 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46764.110000 sec): 2 clusters
  Score: Raw -147396.410411 + Penalty 1207.489901 = -146188.920510
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46764.140000 sec): 3 clusters
  Score: Raw -146705.693563 + Penalty 2414.979802 = -144290.713761
  nChanged 579
		SP:Iteration 1F (46764.180000 sec): 3 clusters
  Score: Raw -147124.493359 + Penalty 2414.979802 = -144709.513558
  nChanged 142
		SP:Iteration 2F (46764.210000 sec): 3 clusters
  Score: Raw -147237.464879 + Penalty 2414.979802 = -144822.485077
  nChanged 86
		SP:Iteration 3F (46764.240000 sec): 3 clusters
  Score: Raw -147295.150637 + Penalty 2414.979802 = -144880.170836
  nChanged 45
		SP:Iteration 4Q (46764.280000 sec): 3 clusters
  Score: Raw -147328.632383 + Penalty 2414.979802 = -144913.652581
  nChanged 35
		SP:Iteration 5Q (46764.310000 sec): 3 clusters
  Score: Raw -147354.118331 + Penalty 2414.979802 = -144939.138529
  nChanged 35
		SP:Iteration 6Q (46764.340000 sec): 3 clusters
  Score: Raw -147379.359659 + Penalty 2414.979802 = -144964.379857
  nChanged 35
		SP:Iteration 7Q (46764.380000 sec): 3 clusters
  Score: Raw -147401.023181 + Penalty 2414.979802 = -144986.043379
  nChanged 25
		SP:Iteration 8Q (46764.410000 sec): 3 clusters
  Score: Raw -147413.028695 + Penalty 2414.979802 = -144998.048893
  nChanged 15
		SP:Iteration 9Q (46764.440000 sec): 3 clusters
  Score: Raw -147422.311581 + Penalty 2414.979802 = -145007.331779
  nChanged 15
		SP:Iteration 10Q (46764.480000 sec): 3 clusters
  Score: Raw -147429.987386 + Penalty 2414.979802 = -145015.007584
  nChanged 9
		SP:Iteration 11Q (46764.510000 sec): 3 clusters
  Score: Raw -147436.773219 + Penalty 2414.979802 = -145021.793417
  nChanged 8
		SP:Iteration 12Q (46764.540000 sec): 3 clusters
  Score: Raw -147442.803987 + Penalty 2414.979802 = -145027.824185
  nChanged 8
		SP:Iteration 13Q (46764.580000 sec): 3 clusters
  Score: Raw -147447.491383 + Penalty 2414.979802 = -145032.511581
  nChanged 8
		SP:Iteration 14Q (46764.610000 sec): 3 clusters
  Score: Raw -147450.903643 + Penalty 2414.979802 = -145035.923841
  nChanged 4
		SP:Iteration 15Q (46764.650000 sec): 3 clusters
  Score: Raw -147452.347962 + Penalty 2414.979802 = -145037.368161
  nChanged 3
		SP:Iteration 16Q (46764.680000 sec): 3 clusters
  Score: Raw -147453.213359 + Penalty 2414.979802 = -145038.233557
  nChanged 0
		SP:Iteration 17F (46764.710000 sec): 3 clusters
  Score: Raw -147453.213359 + Penalty 2414.979802 = -145038.233557
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 109 (478 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46764.760000 sec): 2 clusters
  Score: Raw -43370.331656 + Penalty 1002.561744 = -42367.769912
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46764.770000 sec): 3 clusters
  Score: Raw -43299.379206 + Penalty 2005.123488 = -41294.255718
  nChanged 102
		SP:Iteration 1F (46764.780000 sec): 3 clusters
  Score: Raw -43414.066163 + Penalty 2005.123488 = -41408.942675
  nChanged 19
		SP:Iteration 2Q (46764.790000 sec): 3 clusters
  Score: Raw -43450.238314 + Penalty 2005.123488 = -41445.114826
  nChanged 9
		SP:Iteration 3Q (46764.800000 sec): 3 clusters
  Score: Raw -43465.301754 + Penalty 2005.123488 = -41460.178266
  nChanged 6
		SP:Iteration 4Q (46764.810000 sec): 3 clusters
  Score: Raw -43478.836593 + Penalty 2005.123488 = -41473.713105
  nChanged 4
		SP:Iteration 5Q (46764.820000 sec): 3 clusters
  Score: Raw -43485.984461 + Penalty 2005.123488 = -41480.860973
  nChanged 3
		SP:Iteration 6Q (46764.830000 sec): 3 clusters
  Score: Raw -43491.325165 + Penalty 2005.123488 = -41486.201677
  nChanged 1
		SP:Iteration 7Q (46764.840000 sec): 3 clusters
  Score: Raw -43492.501875 + Penalty 2005.123488 = -41487.378387
  nChanged 2
		SP:Iteration 8Q (46764.850000 sec): 3 clusters
  Score: Raw -43495.259612 + Penalty 2005.123488 = -41490.136123
  nChanged 1
		SP:Iteration 9Q (46764.860000 sec): 3 clusters
  Score: Raw -43496.256390 + Penalty 2005.123488 = -41491.132902
  nChanged 1
		SP:Iteration 10Q (46764.870000 sec): 3 clusters
  Score: Raw -43496.931997 + Penalty 2005.123488 = -41491.808509
  nChanged 0
		SP:Iteration 11F (46764.880000 sec): 3 clusters
  Score: Raw -43496.931997 + Penalty 2005.123488 = -41491.808509
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 110 (1252 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46764.940000 sec): 2 clusters
  Score: Raw -103576.902502 + Penalty 1159.030852 = -102417.871650
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46764.970000 sec): 3 clusters
  Score: Raw -103160.223672 + Penalty 2318.061704 = -100842.161968
  nChanged 400
		SP:Iteration 1F (46764.990000 sec): 3 clusters
  Score: Raw -103517.254491 + Penalty 2318.061704 = -101199.192787
  nChanged 123
		SP:Iteration 2F (46765.020000 sec): 3 clusters
  Score: Raw -103641.969384 + Penalty 2318.061704 = -101323.907680
  nChanged 64
		SP:Iteration 3F (46765.040000 sec): 3 clusters
  Score: Raw -103703.105402 + Penalty 2318.061704 = -101385.043698
  nChanged 45
		SP:Iteration 4Q (46765.070000 sec): 3 clusters
  Score: Raw -103738.097619 + Penalty 2318.061704 = -101420.035915
  nChanged 38
		SP:Iteration 5Q (46765.090000 sec): 3 clusters
  Score: Raw -103770.007092 + Penalty 2318.061704 = -101451.945388
  nChanged 34
		SP:Iteration 6Q (46765.120000 sec): 3 clusters
  Score: Raw -103798.324650 + Penalty 2318.061704 = -101480.262945
  nChanged 25
		SP:Iteration 7Q (46765.140000 sec): 3 clusters
  Score: Raw -103815.809336 + Penalty 2318.061704 = -101497.747631
  nChanged 18
		SP:Iteration 8Q (46765.170000 sec): 3 clusters
  Score: Raw -103834.117074 + Penalty 2318.061704 = -101516.055369
  nChanged 18
		SP:Iteration 9Q (46765.190000 sec): 3 clusters
  Score: Raw -103848.291459 + Penalty 2318.061704 = -101530.229754
  nChanged 8
		SP:Iteration 10Q (46765.220000 sec): 3 clusters
  Score: Raw -103852.620117 + Penalty 2318.061704 = -101534.558413
  nChanged 1
		SP:Iteration 11Q (46765.240000 sec): 3 clusters
  Score: Raw -103853.020243 + Penalty 2318.061704 = -101534.958539
  nChanged 0
		SP:Iteration 12F (46765.270000 sec): 3 clusters
  Score: Raw -103853.020243 + Penalty 2318.061704 = -101534.958539
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 111 (2067 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46765.330000 sec): 2 clusters
  Score: Raw -176304.963161 + Penalty 1240.501203 = -175064.461958
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46765.370000 sec): 3 clusters
  Score: Raw -175432.256008 + Penalty 2481.002407 = -172951.253601
  nChanged 702
		SP:Iteration 1F (46765.410000 sec): 3 clusters
  Score: Raw -175873.866813 + Penalty 2481.002407 = -173392.864407
  nChanged 174
		SP:Iteration 2F (46765.450000 sec): 3 clusters
  Score: Raw -176021.228965 + Penalty 2481.002407 = -173540.226558
  nChanged 111
		SP:Iteration 3F (46765.490000 sec): 3 clusters
  Score: Raw -176110.445685 + Penalty 2481.002407 = -173629.443278
  nChanged 85
		SP:Iteration 4Q (46765.530000 sec): 3 clusters
  Score: Raw -176181.567750 + Penalty 2481.002407 = -173700.565343
  nChanged 84
		SP:Iteration 5Q (46765.570000 sec): 3 clusters
  Score: Raw -176251.415654 + Penalty 2481.002407 = -173770.413248
  nChanged 71
		SP:Iteration 6Q (46765.610000 sec): 3 clusters
  Score: Raw -176309.419520 + Penalty 2481.002407 = -173828.417113
  nChanged 62
		SP:Iteration 7Q (46765.650000 sec): 3 clusters
  Score: Raw -176352.716757 + Penalty 2481.002407 = -173871.714350
  nChanged 44
		SP:Iteration 8Q (46765.690000 sec): 3 clusters
  Score: Raw -176383.141483 + Penalty 2481.002407 = -173902.139076
  nChanged 42
		SP:Iteration 9Q (46765.730000 sec): 3 clusters
  Score: Raw -176415.567096 + Penalty 2481.002407 = -173934.564689
  nChanged 39
		SP:Iteration 10Q (46765.780000 sec): 3 clusters
  Score: Raw -176444.108023 + Penalty 2481.002407 = -173963.105616
  nChanged 33
		SP:Iteration 11Q (46765.820000 sec): 3 clusters
  Score: Raw -176463.446883 + Penalty 2481.002407 = -173982.444476
  nChanged 22
		SP:Iteration 12Q (46765.860000 sec): 3 clusters
  Score: Raw -176477.804025 + Penalty 2481.002407 = -173996.801619
  nChanged 19
		SP:Iteration 13Q (46765.900000 sec): 3 clusters
  Score: Raw -176491.162537 + Penalty 2481.002407 = -174010.160130
  nChanged 24
		SP:Iteration 14Q (46765.940000 sec): 3 clusters
  Score: Raw -176505.122995 + Penalty 2481.002407 = -174024.120588
  nChanged 14
		SP:Iteration 15Q (46765.980000 sec): 3 clusters
  Score: Raw -176514.057818 + Penalty 2481.002407 = -174033.055412
  nChanged 12
		SP:Iteration 16Q (46766.020000 sec): 3 clusters
  Score: Raw -176521.593434 + Penalty 2481.002407 = -174040.591028
  nChanged 12
		SP:Iteration 17Q (46766.060000 sec): 3 clusters
  Score: Raw -176527.619173 + Penalty 2481.002407 = -174046.616766
  nChanged 5
		SP:Iteration 18Q (46766.100000 sec): 3 clusters
  Score: Raw -176530.207784 + Penalty 2481.002407 = -174049.205377
  nChanged 4
		SP:Iteration 19Q (46766.140000 sec): 3 clusters
  Score: Raw -176532.608920 + Penalty 2481.002407 = -174051.606513
  nChanged 5
		SP:Iteration 20F (46766.180000 sec): 3 clusters
  Score: Raw -176535.144424 + Penalty 2481.002407 = -174054.142017
  nChanged 6
		SP:Iteration 21Q (46766.220000 sec): 3 clusters
  Score: Raw -176537.480184 + Penalty 2481.002407 = -174056.477777
  nChanged 2
		SP:Iteration 22Q (46766.260000 sec): 3 clusters
  Score: Raw -176538.290205 + Penalty 2481.002407 = -174057.287798
  nChanged 0
		SP:Iteration 23F (46766.300000 sec): 3 clusters
  Score: Raw -176538.290205 + Penalty 2481.002407 = -174057.287798
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.74 GB.

 Trying to split cluster 112 (684 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46766.350000 sec): 2 clusters
  Score: Raw -49799.555584 + Penalty 1060.793162 = -48738.762422
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46766.360000 sec): 3 clusters
  Score: Raw -49658.092902 + Penalty 2121.586323 = -47536.506579
  nChanged 169
		SP:Iteration 1F (46766.380000 sec): 3 clusters
  Score: Raw -49875.473176 + Penalty 2121.586323 = -47753.886853
  nChanged 52
		SP:Iteration 2F (46766.390000 sec): 3 clusters
  Score: Raw -49962.108941 + Penalty 2121.586323 = -47840.522617
  nChanged 31
		SP:Iteration 3Q (46766.410000 sec): 3 clusters
  Score: Raw -50009.588675 + Penalty 2121.586323 = -47888.002351
  nChanged 17
		SP:Iteration 4Q (46766.420000 sec): 3 clusters
  Score: Raw -50033.773620 + Penalty 2121.586323 = -47912.187297
  nChanged 13
		SP:Iteration 5Q (46766.440000 sec): 3 clusters
  Score: Raw -50049.078359 + Penalty 2121.586323 = -47927.492036
  nChanged 12
		SP:Iteration 6Q (46766.450000 sec): 3 clusters
  Score: Raw -50070.547246 + Penalty 2121.586323 = -47948.960923
  nChanged 11
		SP:Iteration 7Q (46766.470000 sec): 3 clusters
  Score: Raw -50083.658936 + Penalty 2121.586323 = -47962.072613
  nChanged 8
		SP:Iteration 8Q (46766.480000 sec): 3 clusters
  Score: Raw -50090.618960 + Penalty 2121.586323 = -47969.032637
  nChanged 3
		SP:Iteration 9Q (46766.490000 sec): 3 clusters
  Score: Raw -50093.071563 + Penalty 2121.586323 = -47971.485239
  nChanged 2
		SP:Iteration 10Q (46766.510000 sec): 3 clusters
  Score: Raw -50096.170884 + Penalty 2121.586323 = -47974.584561
  nChanged 1
		SP:Iteration 11Q (46766.530000 sec): 3 clusters
  Score: Raw -50100.148336 + Penalty 2121.586323 = -47978.562012
  nChanged 4
		SP:Iteration 12Q (46766.540000 sec): 3 clusters
  Score: Raw -50104.438764 + Penalty 2121.586323 = -47982.852441
  nChanged 5
		SP:Iteration 13Q (46766.550000 sec): 3 clusters
  Score: Raw -50110.432190 + Penalty 2121.586323 = -47988.845867
  nChanged 2
		SP:Iteration 14Q (46766.560000 sec): 3 clusters
  Score: Raw -50112.836990 + Penalty 2121.586323 = -47991.250667
  nChanged 5
		SP:Iteration 15Q (46766.580000 sec): 3 clusters
  Score: Raw -50124.628897 + Penalty 2121.586323 = -48003.042574
  nChanged 6
		SP:Iteration 16Q (46766.590000 sec): 3 clusters
  Score: Raw -50136.606968 + Penalty 2121.586323 = -48015.020644
  nChanged 5
		SP:Iteration 17Q (46766.610000 sec): 3 clusters
  Score: Raw -50145.576792 + Penalty 2121.586323 = -48023.990469
  nChanged 2
		SP:Iteration 18Q (46766.620000 sec): 3 clusters
  Score: Raw -50150.314363 + Penalty 2121.586323 = -48028.728040
  nChanged 2
		SP:Iteration 19Q (46766.630000 sec): 3 clusters
  Score: Raw -50151.423096 + Penalty 2121.586323 = -48029.836773
  nChanged 0
		SP:Iteration 20F (46766.650000 sec): 3 clusters
  Score: Raw -50151.423096 + Penalty 2121.586323 = -48029.836773
  nChanged 0
------ Evaluating fit on full set of 2369707 points ------
  Score: Raw -200993050.516336 + Penalty 267144.639157 = -200725905.877179
Time taken for this iteration:47650.170000 seconds.
 20->113 Clusters: Score -200725905.877179, best is 100000000000000005366162204393472.000000
THE BEST YET!


Starting from 21 clusters...
Memory request: 1.42 GB would take us to total of 5.68 GB.
------ Running on subset of 789902 points ------
	SP: Assigned 21 initial classes randomly.
Deleting Class 18 (16691 points): Lose 726.530612 but Gain 2206.695427
Iteration 0F (47742.150000 sec): 20 clusters
  Score: Raw -58207169.760127 + Penalty 41927.213113 = -58165242.547014
  nChanged 746369
Iteration 1F (47799.910000 sec): 20 clusters
  Score: Raw -63436559.600189 + Penalty 41927.213113 = -63394632.387076
  nChanged 316243
Iteration 2F (47856.800000 sec): 20 clusters
  Score: Raw -64731150.996601 + Penalty 41927.213113 = -64689223.783488
  nChanged 183109
Iteration 3F (47913.830000 sec): 20 clusters
  Score: Raw -65296033.309515 + Penalty 41927.213113 = -65254106.096402
  nChanged 112373
Iteration 4F (47970.760000 sec): 20 clusters
  Score: Raw -65511196.884021 + Penalty 41927.213113 = -65469269.670908
  nChanged 73770
Iteration 5F (48027.580000 sec): 20 clusters
  Score: Raw -65616080.001156 + Penalty 41927.213113 = -65574152.788043
  nChanged 53334
Iteration 6F (48084.420000 sec): 20 clusters
  Score: Raw -65688407.015144 + Penalty 41927.213113 = -65646479.802031
  nChanged 41367
Iteration 7F (48141.380000 sec): 20 clusters
  Score: Raw -65756497.676467 + Penalty 41927.213113 = -65714570.463354
  nChanged 33090
Iteration 8Q (48192.210000 sec): 20 clusters
  Score: Raw -65809189.289927 + Penalty 41927.213113 = -65767262.076814
  nChanged 27788
Iteration 9Q (48240.550000 sec): 20 clusters
  Score: Raw -65843254.387979 + Penalty 41927.213113 = -65801327.174866
  nChanged 25455
Iteration 10Q (48291.420000 sec): 20 clusters
  Score: Raw -65883028.694526 + Penalty 41927.213113 = -65841101.481413
  nChanged 25835
Iteration 11Q (48339.880000 sec): 20 clusters
  Score: Raw -65940474.660414 + Penalty 41927.213113 = -65898547.447301
  nChanged 24051
Iteration 12Q (48390.770000 sec): 20 clusters
  Score: Raw -66010604.175055 + Penalty 41927.213113 = -65968676.961942
  nChanged 17784
Iteration 13Q (48439.530000 sec): 20 clusters
  Score: Raw -66049765.932887 + Penalty 41927.213113 = -66007838.719775
  nChanged 11700
Iteration 14Q (48490.510000 sec): 20 clusters
  Score: Raw -66061228.027514 + Penalty 41927.213113 = -66019300.814401
  nChanged 7675
Iteration 15Q (48539.420000 sec): 20 clusters
  Score: Raw -66064564.366789 + Penalty 41927.213113 = -66022637.153676
  nChanged 5706
Iteration 16Q (48590.380000 sec): 20 clusters
  Score: Raw -66066645.216640 + Penalty 41927.213113 = -66024718.003527
  nChanged 4531
Iteration 17Q (48639.320000 sec): 20 clusters
  Score: Raw -66067956.125199 + Penalty 41927.213113 = -66026028.912086
  nChanged 3835
Iteration 18Q (48690.430000 sec): 20 clusters
  Score: Raw -66069013.614897 + Penalty 41927.213113 = -66027086.401784
  nChanged 3279
Iteration 19Q (48739.340000 sec): 20 clusters
  Score: Raw -66069797.067633 + Penalty 41927.213113 = -66027869.854520
  nChanged 2906
Writing temp clu file 
Because OldScore, -66027086.401784, is greater than current (better) Score,-66027869.854520 
 Compute initial score before splitting:   Score: Raw -66069797.067633 + Penalty 41927.213113 = -66027869.854520
Memory request: 0.03 GB would take us to total of 5.70 GB.

 Trying to split cluster 1 (15146 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (48739.590000 sec): 2 clusters
  Score: Raw -1179327.197546 + Penalty 1564.142409 = -1177763.055137
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (48739.800000 sec): 3 clusters
  Score: Raw -1170446.589279 + Penalty 3128.284819 = -1167318.304460
  nChanged 6779
		SP:Iteration 1F (48740.000000 sec): 3 clusters
  Score: Raw -1176967.273093 + Penalty 3128.284819 = -1173838.988274
  nChanged 2080
		SP:Iteration 2F (48740.200000 sec): 3 clusters
  Score: Raw -1181096.067511 + Penalty 3128.284819 = -1177967.782693
  nChanged 1874
		SP:Iteration 3F (48740.400000 sec): 3 clusters
  Score: Raw -1183602.613839 + Penalty 3128.284819 = -1180474.329020
  nChanged 1200
		SP:Iteration 4F (48740.600000 sec): 3 clusters
  Score: Raw -1184995.313188 + Penalty 3128.284819 = -1181867.028370
  nChanged 793
		SP:Iteration 5F (48740.800000 sec): 3 clusters
  Score: Raw -1185809.466853 + Penalty 3128.284819 = -1182681.182035
  nChanged 516
		SP:Iteration 6Q (48741.000000 sec): 3 clusters
  Score: Raw -1186105.906845 + Penalty 3128.284819 = -1182977.622026
  nChanged 325
		SP:Iteration 7Q (48741.190000 sec): 3 clusters
  Score: Raw -1186247.792251 + Penalty 3128.284819 = -1183119.507432
  nChanged 245
		SP:Iteration 8Q (48741.390000 sec): 3 clusters
  Score: Raw -1186364.667871 + Penalty 3128.284819 = -1183236.383052
  nChanged 237
		SP:Iteration 9Q (48741.580000 sec): 3 clusters
  Score: Raw -1186502.926742 + Penalty 3128.284819 = -1183374.641923
  nChanged 269
		SP:Iteration 10Q (48741.780000 sec): 3 clusters
  Score: Raw -1186730.378088 + Penalty 3128.284819 = -1183602.093270
  nChanged 335
		SP:Iteration 11Q (48741.970000 sec): 3 clusters
  Score: Raw -1187053.177086 + Penalty 3128.284819 = -1183924.892268
  nChanged 320
		SP:Iteration 12Q (48742.170000 sec): 3 clusters
  Score: Raw -1187346.871033 + Penalty 3128.284819 = -1184218.586214
  nChanged 274
		SP:Iteration 13Q (48742.360000 sec): 3 clusters
  Score: Raw -1187549.730364 + Penalty 3128.284819 = -1184421.445546
  nChanged 185
		SP:Iteration 14Q (48742.560000 sec): 3 clusters
  Score: Raw -1187624.551881 + Penalty 3128.284819 = -1184496.267062
  nChanged 98
		SP:Iteration 15Q (48742.750000 sec): 3 clusters
  Score: Raw -1187649.004066 + Penalty 3128.284819 = -1184520.719247
  nChanged 70
		SP:Iteration 16Q (48742.940000 sec): 3 clusters
  Score: Raw -1187662.152219 + Penalty 3128.284819 = -1184533.867400
  nChanged 41
		SP:Iteration 17Q (48743.130000 sec): 3 clusters
  Score: Raw -1187667.574537 + Penalty 3128.284819 = -1184539.289718
  nChanged 31
		SP:Iteration 18Q (48743.320000 sec): 3 clusters
  Score: Raw -1187672.664566 + Penalty 3128.284819 = -1184544.379748
  nChanged 32
		SP:Iteration 19Q (48743.510000 sec): 3 clusters
  Score: Raw -1187679.828309 + Penalty 3128.284819 = -1184551.543491
  nChanged 32
		SP:Iteration 20F (48743.770000 sec): 3 clusters
  Score: Raw -1187686.989178 + Penalty 3128.284819 = -1184558.704360
  nChanged 33
		SP:Iteration 21Q (48743.960000 sec): 3 clusters
  Score: Raw -1187699.397144 + Penalty 3128.284819 = -1184571.112325
  nChanged 49
		SP:Iteration 22Q (48744.160000 sec): 3 clusters
  Score: Raw -1187722.174996 + Penalty 3128.284819 = -1184593.890177
  nChanged 59
		SP:Iteration 23Q (48744.350000 sec): 3 clusters
  Score: Raw -1187752.636895 + Penalty 3128.284819 = -1184624.352076
  nChanged 72
		SP:Iteration 24Q (48744.540000 sec): 3 clusters
  Score: Raw -1187794.463161 + Penalty 3128.284819 = -1184666.178343
  nChanged 75
		SP:Iteration 25Q (48744.740000 sec): 3 clusters
  Score: Raw -1187842.388899 + Penalty 3128.284819 = -1184714.104080
  nChanged 64
		SP:Iteration 26Q (48744.930000 sec): 3 clusters
  Score: Raw -1187875.229317 + Penalty 3128.284819 = -1184746.944498
  nChanged 54
		SP:Iteration 27Q (48745.120000 sec): 3 clusters
  Score: Raw -1187886.072006 + Penalty 3128.284819 = -1184757.787187
  nChanged 24
		SP:Iteration 28Q (48745.310000 sec): 3 clusters
  Score: Raw -1187889.762143 + Penalty 3128.284819 = -1184761.477324
  nChanged 17
		SP:Iteration 29Q (48745.510000 sec): 3 clusters
  Score: Raw -1187891.787823 + Penalty 3128.284819 = -1184763.503005
  nChanged 13
		SP:Iteration 30Q (48745.700000 sec): 3 clusters
  Score: Raw -1187892.832226 + Penalty 3128.284819 = -1184764.547407
  nChanged 1
		SP:Iteration 31Q (48745.890000 sec): 3 clusters
  Score: Raw -1187892.904162 + Penalty 3128.284819 = -1184764.619343
  nChanged 1
		SP:Iteration 32Q (48746.140000 sec): 3 clusters
  Score: Raw -1187892.959769 + Penalty 3128.284819 = -1184764.674951
  nChanged 1
		SP:Iteration 33Q (48746.330000 sec): 3 clusters
  Score: Raw -1187893.001066 + Penalty 3128.284819 = -1184764.716247
  nChanged 0
		SP:Iteration 34F (48746.530000 sec): 3 clusters
  Score: Raw -1187893.001066 + Penalty 3128.284819 = -1184764.716247
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 18.
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 2 (226594 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (48748.100000 sec): 2 clusters
  Score: Raw -20206768.919096 + Penalty 2003.773712 = -20204765.145384
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (48750.080000 sec): 3 clusters
  Score: Raw -20056079.602296 + Penalty 4007.547423 = -20052072.054873
  nChanged 110016
		SP:Iteration 1F (48752.060000 sec): 3 clusters
  Score: Raw -20123997.730207 + Penalty 4007.547423 = -20119990.182783
  nChanged 10229
		SP:Iteration 2Q (48754.130000 sec): 3 clusters
  Score: Raw -20129803.479818 + Penalty 4007.547423 = -20125795.932395
  nChanged 14937
		SP:Iteration 3F (48756.080000 sec): 3 clusters
  Score: Raw -20141400.354973 + Penalty 4007.547423 = -20137392.807550
  nChanged 20265
		SP:Iteration 4F (48758.010000 sec): 3 clusters
  Score: Raw -20159959.221457 + Penalty 4007.547423 = -20155951.674034
  nChanged 22787
		SP:Iteration 5F (48759.990000 sec): 3 clusters
  Score: Raw -20184325.926875 + Penalty 4007.547423 = -20180318.379452
  nChanged 18746
		SP:Iteration 6F (48761.940000 sec): 3 clusters
  Score: Raw -20212663.466119 + Penalty 4007.547423 = -20208655.918696
  nChanged 11338
		SP:Iteration 7F (48763.860000 sec): 3 clusters
  Score: Raw -20238088.193737 + Penalty 4007.547423 = -20234080.646314
  nChanged 7013
		SP:Iteration 8Q (48765.690000 sec): 3 clusters
  Score: Raw -20242751.876500 + Penalty 4007.547423 = -20238744.329076
  nChanged 4672
		SP:Iteration 9Q (48767.490000 sec): 3 clusters
  Score: Raw -20245889.995516 + Penalty 4007.547423 = -20241882.448093
  nChanged 4651
		SP:Iteration 10Q (48769.260000 sec): 3 clusters
  Score: Raw -20249745.523816 + Penalty 4007.547423 = -20245737.976393
  nChanged 5235
		SP:Iteration 11Q (48771.030000 sec): 3 clusters
  Score: Raw -20254336.041687 + Penalty 4007.547423 = -20250328.494264
  nChanged 5900
		SP:Iteration 12Q (48772.800000 sec): 3 clusters
  Score: Raw -20259198.912591 + Penalty 4007.547423 = -20255191.365167
  nChanged 6160
		SP:Iteration 13Q (48774.600000 sec): 3 clusters
  Score: Raw -20264098.043058 + Penalty 4007.547423 = -20260090.495635
  nChanged 6890
		SP:Iteration 14Q (48776.380000 sec): 3 clusters
  Score: Raw -20270135.651469 + Penalty 4007.547423 = -20266128.104046
  nChanged 8254
		SP:Iteration 15Q (48778.140000 sec): 3 clusters
  Score: Raw -20279684.273648 + Penalty 4007.547423 = -20275676.726224
  nChanged 10269
		SP:Iteration 16Q (48779.860000 sec): 3 clusters
  Score: Raw -20298482.769685 + Penalty 4007.547423 = -20294475.222261
  nChanged 11558
		SP:Iteration 17F (48781.780000 sec): 3 clusters
  Score: Raw -20341797.471580 + Penalty 4007.547423 = -20337789.924157
  nChanged 7638
		SP:Iteration 18Q (48783.440000 sec): 3 clusters
  Score: Raw -20398517.226136 + Penalty 4007.547423 = -20394509.678713
  nChanged 1506
		SP:Iteration 19Q (48785.030000 sec): 3 clusters
  Score: Raw -20404167.290021 + Penalty 4007.547423 = -20400159.742598
  nChanged 74
		SP:Iteration 20F (48786.980000 sec): 3 clusters
  Score: Raw -20404176.559086 + Penalty 4007.547423 = -20400169.011662
  nChanged 6
		SP:Iteration 21Q (48788.590000 sec): 3 clusters
  Score: Raw -20404176.645266 + Penalty 4007.547423 = -20400169.097843
  nChanged 0
		SP:Iteration 22F (48790.570000 sec): 3 clusters
  Score: Raw -20404176.645266 + Penalty 4007.547423 = -20400169.097843
  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 5.70 GB.

 Trying to split cluster 3 (46667 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (48790.960000 sec): 2 clusters
  Score: Raw -4201842.176462 + Penalty 1747.003790 = -4200095.172671
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (48791.490000 sec): 3 clusters
  Score: Raw -4172501.238652 + Penalty 3494.007581 = -4169007.231071
  nChanged 21965
		SP:Iteration 1F (48792.010000 sec): 3 clusters
  Score: Raw -4187541.307421 + Penalty 3494.007581 = -4184047.299840
  nChanged 4661
		SP:Iteration 2F (48792.490000 sec): 3 clusters
  Score: Raw -4194560.120655 + Penalty 3494.007581 = -4191066.113074
  nChanged 6489
		SP:Iteration 3F (48792.970000 sec): 3 clusters
  Score: Raw -4205491.331234 + Penalty 3494.007581 = -4201997.323653
  nChanged 5553
		SP:Iteration 4F (48793.470000 sec): 3 clusters
  Score: Raw -4213265.938746 + Penalty 3494.007581 = -4209771.931166
  nChanged 3231
		SP:Iteration 5F (48793.950000 sec): 3 clusters
  Score: Raw -4215795.895709 + Penalty 3494.007581 = -4212301.888129
  nChanged 1604
		SP:Iteration 6Q (48794.450000 sec): 3 clusters
  Score: Raw -4216475.952643 + Penalty 3494.007581 = -4212981.945062
  nChanged 918
		SP:Iteration 7Q (48794.960000 sec): 3 clusters
  Score: Raw -4216800.621235 + Penalty 3494.007581 = -4213306.613655
  nChanged 691
		SP:Iteration 8Q (48795.450000 sec): 3 clusters
  Score: Raw -4217013.517132 + Penalty 3494.007581 = -4213519.509551
  nChanged 613
		SP:Iteration 9Q (48795.930000 sec): 3 clusters
  Score: Raw -4217170.237324 + Penalty 3494.007581 = -4213676.229743
  nChanged 541
		SP:Iteration 10Q (48796.430000 sec): 3 clusters
  Score: Raw -4217278.736641 + Penalty 3494.007581 = -4213784.729061
  nChanged 456
		SP:Iteration 11Q (48796.900000 sec): 3 clusters
  Score: Raw -4217355.533921 + Penalty 3494.007581 = -4213861.526341
  nChanged 402
		SP:Iteration 12Q (48797.400000 sec): 3 clusters
  Score: Raw -4217416.918083 + Penalty 3494.007581 = -4213922.910503
  nChanged 344
		SP:Iteration 13Q (48797.870000 sec): 3 clusters
  Score: Raw -4217459.396557 + Penalty 3494.007581 = -4213965.388977
  nChanged 254
		SP:Iteration 14Q (48798.360000 sec): 3 clusters
  Score: Raw -4217483.035782 + Penalty 3494.007581 = -4213989.028201
  nChanged 198
		SP:Iteration 15Q (48798.860000 sec): 3 clusters
  Score: Raw -4217499.071014 + Penalty 3494.007581 = -4214005.063434
  nChanged 170
		SP:Iteration 16Q (48799.350000 sec): 3 clusters
  Score: Raw -4217510.825169 + Penalty 3494.007581 = -4214016.817588
  nChanged 148
		SP:Iteration 17Q (48799.840000 sec): 3 clusters
  Score: Raw -4217520.591031 + Penalty 3494.007581 = -4214026.583451
  nChanged 128
		SP:Iteration 18Q (48800.340000 sec): 3 clusters
  Score: Raw -4217527.716876 + Penalty 3494.007581 = -4214033.709296
  nChanged 110
		SP:Iteration 19Q (48800.820000 sec): 3 clusters
  Score: Raw -4217533.809562 + Penalty 3494.007581 = -4214039.801981
  nChanged 100
		SP:Iteration 20F (48801.290000 sec): 3 clusters
  Score: Raw -4217538.811276 + Penalty 3494.007581 = -4214044.803696
  nChanged 80
		SP:Iteration 21Q (48801.780000 sec): 3 clusters
  Score: Raw -4217542.382914 + Penalty 3494.007581 = -4214048.375334
  nChanged 60
		SP:Iteration 22Q (48802.280000 sec): 3 clusters
  Score: Raw -4217545.152202 + Penalty 3494.007581 = -4214051.144621
  nChanged 63
		SP:Iteration 23Q (48802.770000 sec): 3 clusters
  Score: Raw -4217547.701366 + Penalty 3494.007581 = -4214053.693785
  nChanged 59
		SP:Iteration 24Q (48803.260000 sec): 3 clusters
  Score: Raw -4217550.008051 + Penalty 3494.007581 = -4214056.000471
  nChanged 44
		SP:Iteration 25Q (48803.760000 sec): 3 clusters
  Score: Raw -4217551.563686 + Penalty 3494.007581 = -4214057.556105
  nChanged 34
		SP:Iteration 26Q (48804.220000 sec): 3 clusters
  Score: Raw -4217552.868723 + Penalty 3494.007581 = -4214058.861142
  nChanged 30
		SP:Iteration 27Q (48804.720000 sec): 3 clusters
  Score: Raw -4217553.817409 + Penalty 3494.007581 = -4214059.809828
  nChanged 22
		SP:Iteration 28Q (48805.210000 sec): 3 clusters
  Score: Raw -4217554.388103 + Penalty 3494.007581 = -4214060.380522
  nChanged 15
		SP:Iteration 29Q (48805.700000 sec): 3 clusters
  Score: Raw -4217554.741094 + Penalty 3494.007581 = -4214060.733514
  nChanged 10
		SP:Iteration 30Q (48806.200000 sec): 3 clusters
  Score: Raw -4217555.028694 + Penalty 3494.007581 = -4214061.021113
  nChanged 13
		SP:Iteration 31Q (48806.690000 sec): 3 clusters
  Score: Raw -4217555.424120 + Penalty 3494.007581 = -4214061.416539
  nChanged 10
		SP:Iteration 32Q (48807.180000 sec): 3 clusters
  Score: Raw -4217555.723108 + Penalty 3494.007581 = -4214061.715527
  nChanged 8
		SP:Iteration 33Q (48807.650000 sec): 3 clusters
  Score: Raw -4217555.922099 + Penalty 3494.007581 = -4214061.914519
  nChanged 8
		SP:Iteration 34Q (48808.140000 sec): 3 clusters
  Score: Raw -4217556.106478 + Penalty 3494.007581 = -4214062.098898
  nChanged 3
		SP:Iteration 35Q (48808.640000 sec): 3 clusters
  Score: Raw -4217556.161150 + Penalty 3494.007581 = -4214062.153569
  nChanged 6
		SP:Iteration 36Q (48809.130000 sec): 3 clusters
  Score: Raw -4217556.275581 + Penalty 3494.007581 = -4214062.268001
  nChanged 7
		SP:Iteration 37Q (48809.620000 sec): 3 clusters
  Score: Raw -4217556.448091 + Penalty 3494.007581 = -4214062.440510
  nChanged 8
		SP:Iteration 38Q (48810.090000 sec): 3 clusters
  Score: Raw -4217556.584113 + Penalty 3494.007581 = -4214062.576532
  nChanged 6
		SP:Iteration 39Q (48810.580000 sec): 3 clusters
  Score: Raw -4217556.723149 + Penalty 3494.007581 = -4214062.715568
  nChanged 3
		SP:Iteration 40F (48811.070000 sec): 3 clusters
  Score: Raw -4217556.764017 + Penalty 3494.007581 = -4214062.756437
  nChanged 2
		SP:Iteration 41Q (48811.560000 sec): 3 clusters
  Score: Raw -4217556.810294 + Penalty 3494.007581 = -4214062.802713
  nChanged 2
		SP:Iteration 42Q (48812.060000 sec): 3 clusters
  Score: Raw -4217556.859249 + Penalty 3494.007581 = -4214062.851668
  nChanged 4
		SP:Iteration 43Q (48812.550000 sec): 3 clusters
  Score: Raw -4217556.925106 + Penalty 3494.007581 = -4214062.917526
  nChanged 2
		SP:Iteration 44Q (48813.040000 sec): 3 clusters
  Score: Raw -4217556.959796 + Penalty 3494.007581 = -4214062.952215
  nChanged 0
		SP:Iteration 45F (48813.500000 sec): 3 clusters
  Score: Raw -4217556.959796 + Penalty 3494.007581 = -4214062.952215
  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 5.70 GB.

 Trying to split cluster 4 (13495 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (48813.620000 sec): 2 clusters
  Score: Raw -1137434.922613 + Penalty 1545.387110 = -1135889.535502
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (48813.830000 sec): 3 clusters
  Score: Raw -1129569.247311 + Penalty 3090.774221 = -1126478.473090
  nChanged 5951
		SP:Iteration 1F (48814.020000 sec): 3 clusters
  Score: Raw -1133175.295511 + Penalty 3090.774221 = -1130084.521290
  nChanged 1035
		SP:Iteration 2F (48814.250000 sec): 3 clusters
  Score: Raw -1133943.815854 + Penalty 3090.774221 = -1130853.041633
  nChanged 1105
		SP:Iteration 3F (48814.430000 sec): 3 clusters
  Score: Raw -1134865.616840 + Penalty 3090.774221 = -1131774.842619
  nChanged 1163
		SP:Iteration 4F (48814.620000 sec): 3 clusters
  Score: Raw -1136001.725304 + Penalty 3090.774221 = -1132910.951084
  nChanged 1141
		SP:Iteration 5F (48814.810000 sec): 3 clusters
  Score: Raw -1137209.397198 + Penalty 3090.774221 = -1134118.622977
  nChanged 986
		SP:Iteration 6F (48815.020000 sec): 3 clusters
  Score: Raw -1138450.924019 + Penalty 3090.774221 = -1135360.149798
  nChanged 729
		SP:Iteration 7F (48815.200000 sec): 3 clusters
  Score: Raw -1139558.432433 + Penalty 3090.774221 = -1136467.658212
  nChanged 519
		SP:Iteration 8Q (48815.390000 sec): 3 clusters
  Score: Raw -1140250.898510 + Penalty 3090.774221 = -1137160.124289
  nChanged 395
		SP:Iteration 9Q (48815.570000 sec): 3 clusters
  Score: Raw -1140526.445480 + Penalty 3090.774221 = -1137435.671259
  nChanged 270
		SP:Iteration 10Q (48815.750000 sec): 3 clusters
  Score: Raw -1140637.402850 + Penalty 3090.774221 = -1137546.628629
  nChanged 165
		SP:Iteration 11Q (48815.970000 sec): 3 clusters
  Score: Raw -1140683.620204 + Penalty 3090.774221 = -1137592.845984
  nChanged 104
		SP:Iteration 12Q (48816.180000 sec): 3 clusters
  Score: Raw -1140704.149335 + Penalty 3090.774221 = -1137613.375114
  nChanged 67
		SP:Iteration 13Q (48816.380000 sec): 3 clusters
  Score: Raw -1140716.594079 + Penalty 3090.774221 = -1137625.819858
  nChanged 64
		SP:Iteration 14Q (48816.560000 sec): 3 clusters
  Score: Raw -1140727.797153 + Penalty 3090.774221 = -1137637.022933
  nChanged 53
		SP:Iteration 15Q (48816.740000 sec): 3 clusters
  Score: Raw -1140736.837221 + Penalty 3090.774221 = -1137646.063000
  nChanged 40
		SP:Iteration 16Q (48816.950000 sec): 3 clusters
  Score: Raw -1140742.238581 + Penalty 3090.774221 = -1137651.464360
  nChanged 36
		SP:Iteration 17Q (48817.120000 sec): 3 clusters
  Score: Raw -1140748.703361 + Penalty 3090.774221 = -1137657.929140
  nChanged 32
		SP:Iteration 18Q (48817.300000 sec): 3 clusters
  Score: Raw -1140753.975360 + Penalty 3090.774221 = -1137663.201139
  nChanged 31
		SP:Iteration 19Q (48817.470000 sec): 3 clusters
  Score: Raw -1140759.220067 + Penalty 3090.774221 = -1137668.445846
  nChanged 33
		SP:Iteration 20F (48817.710000 sec): 3 clusters
  Score: Raw -1140763.845368 + Penalty 3090.774221 = -1137673.071147
  nChanged 23
		SP:Iteration 21Q (48817.880000 sec): 3 clusters
  Score: Raw -1140766.993996 + Penalty 3090.774221 = -1137676.219775
  nChanged 20
		SP:Iteration 22Q (48818.060000 sec): 3 clusters
  Score: Raw -1140769.004398 + Penalty 3090.774221 = -1137678.230178
  nChanged 15
		SP:Iteration 23Q (48818.240000 sec): 3 clusters
  Score: Raw -1140770.571949 + Penalty 3090.774221 = -1137679.797729
  nChanged 15
		SP:Iteration 24Q (48818.450000 sec): 3 clusters
  Score: Raw -1140772.262813 + Penalty 3090.774221 = -1137681.488592
  nChanged 11
		SP:Iteration 25Q (48818.630000 sec): 3 clusters
  Score: Raw -1140773.166435 + Penalty 3090.774221 = -1137682.392214
  nChanged 8
		SP:Iteration 26Q (48818.810000 sec): 3 clusters
  Score: Raw -1140773.753435 + Penalty 3090.774221 = -1137682.979214
  nChanged 6
		SP:Iteration 27Q (48819.010000 sec): 3 clusters
  Score: Raw -1140774.104561 + Penalty 3090.774221 = -1137683.330340
  nChanged 3
		SP:Iteration 28Q (48819.180000 sec): 3 clusters
  Score: Raw -1140774.308161 + Penalty 3090.774221 = -1137683.533940
  nChanged 4
		SP:Iteration 29Q (48819.360000 sec): 3 clusters
  Score: Raw -1140774.718141 + Penalty 3090.774221 = -1137683.943920
  nChanged 5
		SP:Iteration 30Q (48819.540000 sec): 3 clusters
  Score: Raw -1140775.138395 + Penalty 3090.774221 = -1137684.364175
  nChanged 2
		SP:Iteration 31Q (48819.750000 sec): 3 clusters
  Score: Raw -1140775.283949 + Penalty 3090.774221 = -1137684.509729
  nChanged 1
		SP:Iteration 32Q (48819.930000 sec): 3 clusters
  Score: Raw -1140775.371923 + Penalty 3090.774221 = -1137684.597702
  nChanged 0
		SP:Iteration 33F (48820.110000 sec): 3 clusters
  Score: Raw -1140775.371923 + Penalty 3090.774221 = -1137684.597702
  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 5.70 GB.

 Trying to split cluster 5 (17054 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (48820.330000 sec): 2 clusters
  Score: Raw -1293671.827604 + Penalty 1583.422760 = -1292088.404845
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (48820.630000 sec): 3 clusters
  Score: Raw -1283710.268918 + Penalty 3166.845519 = -1280543.423399
  nChanged 7627
		SP:Iteration 1F (48820.830000 sec): 3 clusters
  Score: Raw -1290527.017623 + Penalty 3166.845519 = -1287360.172104
  nChanged 2142
		SP:Iteration 2F (48821.030000 sec): 3 clusters
  Score: Raw -1293759.582022 + Penalty 3166.845519 = -1290592.736503
  nChanged 1950
		SP:Iteration 3F (48821.250000 sec): 3 clusters
  Score: Raw -1296226.407289 + Penalty 3166.845519 = -1293059.561770
  nChanged 1462
		SP:Iteration 4F (48821.490000 sec): 3 clusters
  Score: Raw -1297818.897662 + Penalty 3166.845519 = -1294652.052143
  nChanged 1013
		SP:Iteration 5F (48821.700000 sec): 3 clusters
  Score: Raw -1298632.945580 + Penalty 3166.845519 = -1295466.100060
  nChanged 603
		SP:Iteration 6Q (48821.910000 sec): 3 clusters
  Score: Raw -1299039.391731 + Penalty 3166.845519 = -1295872.546212
  nChanged 470
		SP:Iteration 7Q (48822.140000 sec): 3 clusters
  Score: Raw -1299348.487793 + Penalty 3166.845519 = -1296181.642274
  nChanged 388
		SP:Iteration 8Q (48822.370000 sec): 3 clusters
  Score: Raw -1299583.215373 + Penalty 3166.845519 = -1296416.369854
  nChanged 371
		SP:Iteration 9Q (48822.580000 sec): 3 clusters
  Score: Raw -1299773.414601 + Penalty 3166.845519 = -1296606.569081
  nChanged 283
		SP:Iteration 10Q (48822.780000 sec): 3 clusters
  Score: Raw -1299898.944505 + Penalty 3166.845519 = -1296732.098986
  nChanged 234
		SP:Iteration 11Q (48822.980000 sec): 3 clusters
  Score: Raw -1300002.160524 + Penalty 3166.845519 = -1296835.315004
  nChanged 216
		SP:Iteration 12Q (48823.200000 sec): 3 clusters
  Score: Raw -1300097.557935 + Penalty 3166.845519 = -1296930.712415
  nChanged 192
		SP:Iteration 13Q (48823.430000 sec): 3 clusters
  Score: Raw -1300174.647835 + Penalty 3166.845519 = -1297007.802316
  nChanged 200
		SP:Iteration 14Q (48823.630000 sec): 3 clusters
  Score: Raw -1300273.951867 + Penalty 3166.845519 = -1297107.106348
  nChanged 196
		SP:Iteration 15Q (48823.830000 sec): 3 clusters
  Score: Raw -1300383.587583 + Penalty 3166.845519 = -1297216.742064
  nChanged 206
		SP:Iteration 16Q (48824.030000 sec): 3 clusters
  Score: Raw -1300544.351384 + Penalty 3166.845519 = -1297377.505865
  nChanged 258
		SP:Iteration 17Q (48824.250000 sec): 3 clusters
  Score: Raw -1300867.770436 + Penalty 3166.845519 = -1297700.924916
  nChanged 310
		SP:Iteration 18Q (48824.520000 sec): 3 clusters
  Score: Raw -1301400.734051 + Penalty 3166.845519 = -1298233.888532
  nChanged 377
		SP:Iteration 19Q (48824.710000 sec): 3 clusters
  Score: Raw -1301919.989917 + Penalty 3166.845519 = -1298753.144397
  nChanged 387
		SP:Iteration 20F (48824.920000 sec): 3 clusters
  Score: Raw -1302286.545825 + Penalty 3166.845519 = -1299119.700306
  nChanged 384
		SP:Iteration 21Q (48825.150000 sec): 3 clusters
  Score: Raw -1302701.002878 + Penalty 3166.845519 = -1299534.157359
  nChanged 356
		SP:Iteration 22Q (48825.380000 sec): 3 clusters
  Score: Raw -1303016.689211 + Penalty 3166.845519 = -1299849.843691
  nChanged 270
		SP:Iteration 23Q (48825.580000 sec): 3 clusters
  Score: Raw -1303195.702811 + Penalty 3166.845519 = -1300028.857292
  nChanged 202
		SP:Iteration 24Q (48825.770000 sec): 3 clusters
  Score: Raw -1303332.359176 + Penalty 3166.845519 = -1300165.513657
  nChanged 167
		SP:Iteration 25Q (48825.970000 sec): 3 clusters
  Score: Raw -1303484.189211 + Penalty 3166.845519 = -1300317.343692
  nChanged 143
		SP:Iteration 26Q (48826.180000 sec): 3 clusters
  Score: Raw -1303581.219650 + Penalty 3166.845519 = -1300414.374131
  nChanged 95
		SP:Iteration 27Q (48826.450000 sec): 3 clusters
  Score: Raw -1303629.983762 + Penalty 3166.845519 = -1300463.138243
  nChanged 74
		SP:Iteration 28Q (48826.650000 sec): 3 clusters
  Score: Raw -1303654.950103 + Penalty 3166.845519 = -1300488.104584
  nChanged 53
		SP:Iteration 29Q (48826.840000 sec): 3 clusters
  Score: Raw -1303667.764849 + Penalty 3166.845519 = -1300500.919330
  nChanged 44
		SP:Iteration 30Q (48827.050000 sec): 3 clusters
  Score: Raw -1303676.144135 + Penalty 3166.845519 = -1300509.298616
  nChanged 45
		SP:Iteration 31Q (48827.320000 sec): 3 clusters
  Score: Raw -1303682.889013 + Penalty 3166.845519 = -1300516.043494
  nChanged 25
		SP:Iteration 32Q (48827.520000 sec): 3 clusters
  Score: Raw -1303685.754088 + Penalty 3166.845519 = -1300518.908569
  nChanged 21
		SP:Iteration 33Q (48827.710000 sec): 3 clusters
  Score: Raw -1303688.448615 + Penalty 3166.845519 = -1300521.603096
  nChanged 17
		SP:Iteration 34Q (48827.910000 sec): 3 clusters
  Score: Raw -1303690.508999 + Penalty 3166.845519 = -1300523.663479
  nChanged 18
		SP:Iteration 35Q (48828.110000 sec): 3 clusters
  Score: Raw -1303691.972567 + Penalty 3166.845519 = -1300525.127047
  nChanged 6
		SP:Iteration 36Q (48828.380000 sec): 3 clusters
  Score: Raw -1303692.872165 + Penalty 3166.845519 = -1300526.026646
  nChanged 8
		SP:Iteration 37Q (48828.580000 sec): 3 clusters
  Score: Raw -1303693.564681 + Penalty 3166.845519 = -1300526.719162
  nChanged 5
		SP:Iteration 38Q (48828.770000 sec): 3 clusters
  Score: Raw -1303694.869229 + Penalty 3166.845519 = -1300528.023710
  nChanged 12
		SP:Iteration 39Q (48828.970000 sec): 3 clusters
  Score: Raw -1303695.921136 + Penalty 3166.845519 = -1300529.075617
  nChanged 10
		SP:Iteration 40F (48829.170000 sec): 3 clusters
  Score: Raw -1303699.901571 + Penalty 3166.845519 = -1300533.056052
  nChanged 6
		SP:Iteration 41Q (48829.430000 sec): 3 clusters
  Score: Raw -1303701.256207 + Penalty 3166.845519 = -1300534.410687
  nChanged 8
		SP:Iteration 42Q (48829.630000 sec): 3 clusters
  Score: Raw -1303701.743511 + Penalty 3166.845519 = -1300534.897991
  nChanged 3
		SP:Iteration 43Q (48829.830000 sec): 3 clusters
  Score: Raw -1303702.065125 + Penalty 3166.845519 = -1300535.219606
  nChanged 4
		SP:Iteration 44Q (48830.030000 sec): 3 clusters
  Score: Raw -1303702.374748 + Penalty 3166.845519 = -1300535.529229
  nChanged 5
		SP:Iteration 45Q (48830.220000 sec): 3 clusters
  Score: Raw -1303702.716649 + Penalty 3166.845519 = -1300535.871130
  nChanged 1
		SP:Iteration 46Q (48830.430000 sec): 3 clusters
  Score: Raw -1303702.759339 + Penalty 3166.845519 = -1300535.913820
  nChanged 0
		SP:Iteration 47F (48830.710000 sec): 3 clusters
  Score: Raw -1303702.759339 + Penalty 3166.845519 = -1300535.913820
  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 5.70 GB.

 Trying to split cluster 6 (11777 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (48830.820000 sec): 2 clusters
  Score: Raw -836556.111736 + Penalty 1523.259360 = -835032.852376
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (48831.000000 sec): 3 clusters
  Score: Raw -829908.792940 + Penalty 3046.518721 = -826862.274219
  nChanged 5295
		SP:Iteration 1F (48831.170000 sec): 3 clusters
  Score: Raw -835501.887677 + Penalty 3046.518721 = -832455.368956
  nChanged 1771
		SP:Iteration 2F (48831.340000 sec): 3 clusters
  Score: Raw -838417.737184 + Penalty 3046.518721 = -835371.218463
  nChanged 1324
		SP:Iteration 3F (48831.540000 sec): 3 clusters
  Score: Raw -840229.027870 + Penalty 3046.518721 = -837182.509149
  nChanged 775
		SP:Iteration 4F (48831.710000 sec): 3 clusters
  Score: Raw -840908.427267 + Penalty 3046.518721 = -837861.908546
  nChanged 448
		SP:Iteration 5Q (48831.870000 sec): 3 clusters
  Score: Raw -841260.063597 + Penalty 3046.518721 = -838213.544877
  nChanged 307
		SP:Iteration 6Q (48832.050000 sec): 3 clusters
  Score: Raw -841498.440411 + Penalty 3046.518721 = -838451.921691
  nChanged 197
		SP:Iteration 7Q (48832.210000 sec): 3 clusters
  Score: Raw -841635.266808 + Penalty 3046.518721 = -838588.748087
  nChanged 153
		SP:Iteration 8Q (48832.390000 sec): 3 clusters
  Score: Raw -841714.408719 + Penalty 3046.518721 = -838667.889998
  nChanged 139
		SP:Iteration 9Q (48832.550000 sec): 3 clusters
  Score: Raw -841794.933118 + Penalty 3046.518721 = -838748.414397
  nChanged 117
		SP:Iteration 10Q (48832.730000 sec): 3 clusters
  Score: Raw -841905.018803 + Penalty 3046.518721 = -838858.500082
  nChanged 142
		SP:Iteration 11Q (48832.920000 sec): 3 clusters
  Score: Raw -842010.188481 + Penalty 3046.518721 = -838963.669761
  nChanged 115
		SP:Iteration 12Q (48833.100000 sec): 3 clusters
  Score: Raw -842136.286693 + Penalty 3046.518721 = -839089.767972
  nChanged 106
		SP:Iteration 13Q (48833.260000 sec): 3 clusters
  Score: Raw -842244.271294 + Penalty 3046.518721 = -839197.752573
  nChanged 113
		SP:Iteration 14Q (48833.430000 sec): 3 clusters
  Score: Raw -842309.726862 + Penalty 3046.518721 = -839263.208142
  nChanged 102
		SP:Iteration 15Q (48833.600000 sec): 3 clusters
  Score: Raw -842488.118350 + Penalty 3046.518721 = -839441.599630
  nChanged 98
		SP:Iteration 16Q (48833.790000 sec): 3 clusters
  Score: Raw -842628.684622 + Penalty 3046.518721 = -839582.165902
  nChanged 124
		SP:Iteration 17Q (48833.950000 sec): 3 clusters
  Score: Raw -842927.368860 + Penalty 3046.518721 = -839880.850139
  nChanged 145
		SP:Iteration 18Q (48834.110000 sec): 3 clusters
  Score: Raw -843224.696177 + Penalty 3046.518721 = -840178.177456
  nChanged 171
		SP:Iteration 19Q (48834.280000 sec): 3 clusters
  Score: Raw -843403.054289 + Penalty 3046.518721 = -840356.535568
  nChanged 152
		SP:Iteration 20F (48834.460000 sec): 3 clusters
  Score: Raw -843482.487170 + Penalty 3046.518721 = -840435.968449
  nChanged 123
		SP:Iteration 21Q (48834.630000 sec): 3 clusters
  Score: Raw -843546.755216 + Penalty 3046.518721 = -840500.236496
  nChanged 98
		SP:Iteration 22Q (48834.790000 sec): 3 clusters
  Score: Raw -843605.247561 + Penalty 3046.518721 = -840558.728840
  nChanged 101
		SP:Iteration 23Q (48834.970000 sec): 3 clusters
  Score: Raw -843690.929444 + Penalty 3046.518721 = -840644.410723
  nChanged 122
		SP:Iteration 24Q (48835.130000 sec): 3 clusters
  Score: Raw -843811.127327 + Penalty 3046.518721 = -840764.608606
  nChanged 144
		SP:Iteration 25Q (48835.300000 sec): 3 clusters
  Score: Raw -843964.934117 + Penalty 3046.518721 = -840918.415396
  nChanged 130
		SP:Iteration 26Q (48835.460000 sec): 3 clusters
  Score: Raw -844101.084560 + Penalty 3046.518721 = -841054.565839
  nChanged 113
		SP:Iteration 27Q (48835.630000 sec): 3 clusters
  Score: Raw -844171.168723 + Penalty 3046.518721 = -841124.650003
  nChanged 74
		SP:Iteration 28Q (48835.790000 sec): 3 clusters
  Score: Raw -844196.800421 + Penalty 3046.518721 = -841150.281700
  nChanged 58
		SP:Iteration 29Q (48835.960000 sec): 3 clusters
  Score: Raw -844217.419264 + Penalty 3046.518721 = -841170.900544
  nChanged 55
		SP:Iteration 30Q (48836.150000 sec): 3 clusters
  Score: Raw -844230.751931 + Penalty 3046.518721 = -841184.233211
  nChanged 36
		SP:Iteration 31Q (48836.310000 sec): 3 clusters
  Score: Raw -844236.750602 + Penalty 3046.518721 = -841190.231881
  nChanged 25
		SP:Iteration 32Q (48836.470000 sec): 3 clusters
  Score: Raw -844242.133365 + Penalty 3046.518721 = -841195.614644
  nChanged 23
		SP:Iteration 33Q (48836.630000 sec): 3 clusters
  Score: Raw -844246.490478 + Penalty 3046.518721 = -841199.971757
  nChanged 17
		SP:Iteration 34Q (48836.800000 sec): 3 clusters
  Score: Raw -844248.714367 + Penalty 3046.518721 = -841202.195647
  nChanged 9
		SP:Iteration 35Q (48836.960000 sec): 3 clusters
  Score: Raw -844249.612493 + Penalty 3046.518721 = -841203.093772
  nChanged 4
		SP:Iteration 36Q (48837.150000 sec): 3 clusters
  Score: Raw -844249.935986 + Penalty 3046.518721 = -841203.417266
  nChanged 5
		SP:Iteration 37Q (48837.310000 sec): 3 clusters
  Score: Raw -844253.518683 + Penalty 3046.518721 = -841206.999963
  nChanged 9
		SP:Iteration 38Q (48837.470000 sec): 3 clusters
  Score: Raw -844255.041944 + Penalty 3046.518721 = -841208.523224
  nChanged 8
		SP:Iteration 39Q (48837.640000 sec): 3 clusters
  Score: Raw -844256.154050 + Penalty 3046.518721 = -841209.635329
  nChanged 8
		SP:Iteration 40F (48837.840000 sec): 3 clusters
  Score: Raw -844257.124341 + Penalty 3046.518721 = -841210.605621
  nChanged 2
		SP:Iteration 41Q (48838.000000 sec): 3 clusters
  Score: Raw -844257.311157 + Penalty 3046.518721 = -841210.792436
  nChanged 2
		SP:Iteration 42Q (48838.160000 sec): 3 clusters
  Score: Raw -844257.503155 + Penalty 3046.518721 = -841210.984434
  nChanged 1
		SP:Iteration 43Q (48838.330000 sec): 3 clusters
  Score: Raw -844257.643249 + Penalty 3046.518721 = -841211.124528
  nChanged 0
		SP:Iteration 44F (48838.500000 sec): 3 clusters
  Score: Raw -844257.643249 + Penalty 3046.518721 = -841211.124528
  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 5.70 GB.

 Trying to split cluster 7 (29767 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (48838.800000 sec): 2 clusters
  Score: Raw -2629045.489160 + Penalty 1673.937797 = -2627371.551363
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (48839.120000 sec): 3 clusters
  Score: Raw -2610940.053167 + Penalty 3347.875595 = -2607592.177572
  nChanged 13850
		SP:Iteration 1F (48839.500000 sec): 3 clusters
  Score: Raw -2622728.516364 + Penalty 3347.875595 = -2619380.640769
  nChanged 3684
		SP:Iteration 2F (48839.860000 sec): 3 clusters
  Score: Raw -2626958.423679 + Penalty 3347.875595 = -2623610.548085
  nChanged 3953
		SP:Iteration 3F (48840.220000 sec): 3 clusters
  Score: Raw -2631761.346466 + Penalty 3347.875595 = -2628413.470872
  nChanged 2998
		SP:Iteration 4F (48840.600000 sec): 3 clusters
  Score: Raw -2635345.787224 + Penalty 3347.875595 = -2631997.911629
  nChanged 1811
		SP:Iteration 5F (48840.950000 sec): 3 clusters
  Score: Raw -2637333.562225 + Penalty 3347.875595 = -2633985.686630
  nChanged 1077
		SP:Iteration 6Q (48841.310000 sec): 3 clusters
  Score: Raw -2638452.228970 + Penalty 3347.875595 = -2635104.353375
  nChanged 704
		SP:Iteration 7Q (48841.670000 sec): 3 clusters
  Score: Raw -2639094.159794 + Penalty 3347.875595 = -2635746.284199
  nChanged 505
		SP:Iteration 8Q (48842.020000 sec): 3 clusters
  Score: Raw -2639430.592326 + Penalty 3347.875595 = -2636082.716731
  nChanged 328
		SP:Iteration 9Q (48842.360000 sec): 3 clusters
  Score: Raw -2639598.716302 + Penalty 3347.875595 = -2636250.840707
  nChanged 228
		SP:Iteration 10Q (48842.730000 sec): 3 clusters
  Score: Raw -2639701.805797 + Penalty 3347.875595 = -2636353.930203
  nChanged 167
		SP:Iteration 11Q (48843.100000 sec): 3 clusters
  Score: Raw -2639773.421584 + Penalty 3347.875595 = -2636425.545990
  nChanged 146
		SP:Iteration 12Q (48843.430000 sec): 3 clusters
  Score: Raw -2639828.574596 + Penalty 3347.875595 = -2636480.699001
  nChanged 113
		SP:Iteration 13Q (48843.800000 sec): 3 clusters
  Score: Raw -2639862.247144 + Penalty 3347.875595 = -2636514.371549
  nChanged 98
		SP:Iteration 14Q (48844.170000 sec): 3 clusters
  Score: Raw -2639889.303197 + Penalty 3347.875595 = -2636541.427602
  nChanged 90
		SP:Iteration 15Q (48844.510000 sec): 3 clusters
  Score: Raw -2639906.898733 + Penalty 3347.875595 = -2636559.023138
  nChanged 66
		SP:Iteration 16Q (48844.880000 sec): 3 clusters
  Score: Raw -2639918.192244 + Penalty 3347.875595 = -2636570.316649
  nChanged 67
		SP:Iteration 17Q (48845.240000 sec): 3 clusters
  Score: Raw -2639928.256427 + Penalty 3347.875595 = -2636580.380833
  nChanged 38
		SP:Iteration 18Q (48845.610000 sec): 3 clusters
  Score: Raw -2639932.839929 + Penalty 3347.875595 = -2636584.964334
  nChanged 32
		SP:Iteration 19Q (48845.950000 sec): 3 clusters
  Score: Raw -2639936.273519 + Penalty 3347.875595 = -2636588.397924
  nChanged 28
		SP:Iteration 20F (48846.330000 sec): 3 clusters
  Score: Raw -2639939.037504 + Penalty 3347.875595 = -2636591.161909
  nChanged 24
		SP:Iteration 21Q (48846.680000 sec): 3 clusters
  Score: Raw -2639940.977330 + Penalty 3347.875595 = -2636593.101735
  nChanged 23
		SP:Iteration 22Q (48847.050000 sec): 3 clusters
  Score: Raw -2639942.577556 + Penalty 3347.875595 = -2636594.701961
  nChanged 10
		SP:Iteration 23Q (48847.400000 sec): 3 clusters
  Score: Raw -2639943.172987 + Penalty 3347.875595 = -2636595.297392
  nChanged 9
		SP:Iteration 24Q (48847.780000 sec): 3 clusters
  Score: Raw -2639943.833480 + Penalty 3347.875595 = -2636595.957886
  nChanged 9
		SP:Iteration 25Q (48848.120000 sec): 3 clusters
  Score: Raw -2639944.168892 + Penalty 3347.875595 = -2636596.293298
  nChanged 4
		SP:Iteration 26Q (48848.480000 sec): 3 clusters
  Score: Raw -2639944.401519 + Penalty 3347.875595 = -2636596.525924
  nChanged 5
		SP:Iteration 27Q (48848.850000 sec): 3 clusters
  Score: Raw -2639944.703401 + Penalty 3347.875595 = -2636596.827807
  nChanged 2
		SP:Iteration 28Q (48849.200000 sec): 3 clusters
  Score: Raw -2639944.878714 + Penalty 3347.875595 = -2636597.003119
  nChanged 2
		SP:Iteration 29Q (48849.560000 sec): 3 clusters
  Score: Raw -2639944.995058 + Penalty 3347.875595 = -2636597.119463
  nChanged 2
		SP:Iteration 30Q (48849.910000 sec): 3 clusters
  Score: Raw -2639945.144762 + Penalty 3347.875595 = -2636597.269168
  nChanged 3
		SP:Iteration 31Q (48850.290000 sec): 3 clusters
  Score: Raw -2639945.347986 + Penalty 3347.875595 = -2636597.472391
  nChanged 1
		SP:Iteration 32Q (48850.630000 sec): 3 clusters
  Score: Raw -2639945.406586 + Penalty 3347.875595 = -2636597.530991
  nChanged 0
		SP:Iteration 33F (48850.990000 sec): 3 clusters
  Score: Raw -2639945.406586 + Penalty 3347.875595 = -2636597.530991
  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 5.70 GB.

 Trying to split cluster 8 (46398 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (48851.310000 sec): 2 clusters
  Score: Raw -3793673.175496 + Penalty 1746.064390 = -3791927.111106
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (48851.800000 sec): 3 clusters
  Score: Raw -3764347.916508 + Penalty 3492.128781 = -3760855.787727
  nChanged 21754
		SP:Iteration 1F (48852.310000 sec): 3 clusters
  Score: Raw -3780453.611811 + Penalty 3492.128781 = -3776961.483030
  nChanged 4719
		SP:Iteration 2F (48852.790000 sec): 3 clusters
  Score: Raw -3786492.825207 + Penalty 3492.128781 = -3783000.696426
  nChanged 4920
		SP:Iteration 3F (48853.270000 sec): 3 clusters
  Score: Raw -3792470.248867 + Penalty 3492.128781 = -3788978.120086
  nChanged 3956
		SP:Iteration 4F (48853.770000 sec): 3 clusters
  Score: Raw -3795995.918920 + Penalty 3492.128781 = -3792503.790139
  nChanged 2602
		SP:Iteration 5F (48854.250000 sec): 3 clusters
  Score: Raw -3797560.655024 + Penalty 3492.128781 = -3794068.526243
  nChanged 1656
		SP:Iteration 6Q (48854.740000 sec): 3 clusters
  Score: Raw -3798431.018651 + Penalty 3492.128781 = -3794938.889870
  nChanged 1276
		SP:Iteration 7Q (48855.240000 sec): 3 clusters
  Score: Raw -3799131.543161 + Penalty 3492.128781 = -3795639.414380
  nChanged 1067
		SP:Iteration 8Q (48855.720000 sec): 3 clusters
  Score: Raw -3799858.787646 + Penalty 3492.128781 = -3796366.658865
  nChanged 1066
		SP:Iteration 9Q (48856.210000 sec): 3 clusters
  Score: Raw -3800603.784256 + Penalty 3492.128781 = -3797111.655475
  nChanged 1067
		SP:Iteration 10Q (48856.690000 sec): 3 clusters
  Score: Raw -3801344.716282 + Penalty 3492.128781 = -3797852.587501
  nChanged 988
		SP:Iteration 11Q (48857.180000 sec): 3 clusters
  Score: Raw -3801966.710930 + Penalty 3492.128781 = -3798474.582149
  nChanged 856
		SP:Iteration 12Q (48857.670000 sec): 3 clusters
  Score: Raw -3802413.013221 + Penalty 3492.128781 = -3798920.884440
  nChanged 683
		SP:Iteration 13Q (48858.150000 sec): 3 clusters
  Score: Raw -3802698.386772 + Penalty 3492.128781 = -3799206.257991
  nChanged 556
		SP:Iteration 14Q (48858.630000 sec): 3 clusters
  Score: Raw -3802893.363639 + Penalty 3492.128781 = -3799401.234858
  nChanged 467
		SP:Iteration 15Q (48859.110000 sec): 3 clusters
  Score: Raw -3803028.953079 + Penalty 3492.128781 = -3799536.824298
  nChanged 400
		SP:Iteration 16Q (48859.690000 sec): 3 clusters
  Score: Raw -3803138.973223 + Penalty 3492.128781 = -3799646.844442
  nChanged 358
		SP:Iteration 17Q (48860.120000 sec): 3 clusters
  Score: Raw -3803242.129019 + Penalty 3492.128781 = -3799750.000238
  nChanged 311
		SP:Iteration 18Q (48860.570000 sec): 3 clusters
  Score: Raw -3803339.990372 + Penalty 3492.128781 = -3799847.861591
  nChanged 287
		SP:Iteration 19Q (48861.050000 sec): 3 clusters
  Score: Raw -3803447.417830 + Penalty 3492.128781 = -3799955.289049
  nChanged 295
		SP:Iteration 20F (48861.560000 sec): 3 clusters
  Score: Raw -3803622.769686 + Penalty 3492.128781 = -3800130.640905
  nChanged 349
		SP:Iteration 21Q (48862.040000 sec): 3 clusters
  Score: Raw -3803897.299611 + Penalty 3492.128781 = -3800405.170830
  nChanged 408
		SP:Iteration 22Q (48862.510000 sec): 3 clusters
  Score: Raw -3804221.798419 + Penalty 3492.128781 = -3800729.669638
  nChanged 415
		SP:Iteration 23Q (48862.990000 sec): 3 clusters
  Score: Raw -3804427.903239 + Penalty 3492.128781 = -3800935.774458
  nChanged 346
		SP:Iteration 24Q (48863.470000 sec): 3 clusters
  Score: Raw -3804532.724383 + Penalty 3492.128781 = -3801040.595602
  nChanged 250
		SP:Iteration 25Q (48863.900000 sec): 3 clusters
  Score: Raw -3804587.341129 + Penalty 3492.128781 = -3801095.212348
  nChanged 187
		SP:Iteration 26Q (48864.350000 sec): 3 clusters
  Score: Raw -3804618.434900 + Penalty 3492.128781 = -3801126.306119
  nChanged 148
		SP:Iteration 27Q (48864.830000 sec): 3 clusters
  Score: Raw -3804638.799033 + Penalty 3492.128781 = -3801146.670252
  nChanged 106
		SP:Iteration 28Q (48865.300000 sec): 3 clusters
  Score: Raw -3804649.211155 + Penalty 3492.128781 = -3801157.082374
  nChanged 75
		SP:Iteration 29Q (48865.770000 sec): 3 clusters
  Score: Raw -3804654.238047 + Penalty 3492.128781 = -3801162.109266
  nChanged 52
		SP:Iteration 30Q (48866.200000 sec): 3 clusters
  Score: Raw -3804657.383091 + Penalty 3492.128781 = -3801165.254310
  nChanged 49
		SP:Iteration 31Q (48866.650000 sec): 3 clusters
  Score: Raw -3804659.800662 + Penalty 3492.128781 = -3801167.671881
  nChanged 40
		SP:Iteration 32Q (48867.120000 sec): 3 clusters
  Score: Raw -3804661.675992 + Penalty 3492.128781 = -3801169.547211
  nChanged 27
		SP:Iteration 33Q (48867.600000 sec): 3 clusters
  Score: Raw -3804662.463792 + Penalty 3492.128781 = -3801170.335011
  nChanged 17
		SP:Iteration 34Q (48868.070000 sec): 3 clusters
  Score: Raw -3804663.030918 + Penalty 3492.128781 = -3801170.902137
  nChanged 20
		SP:Iteration 35Q (48868.490000 sec): 3 clusters
  Score: Raw -3804663.546713 + Penalty 3492.128781 = -3801171.417932
  nChanged 10
		SP:Iteration 36Q (48868.940000 sec): 3 clusters
  Score: Raw -3804663.804501 + Penalty 3492.128781 = -3801171.675720
  nChanged 7
		SP:Iteration 37Q (48869.420000 sec): 3 clusters
  Score: Raw -3804663.984721 + Penalty 3492.128781 = -3801171.855940
  nChanged 9
		SP:Iteration 38Q (48869.880000 sec): 3 clusters
  Score: Raw -3804664.260465 + Penalty 3492.128781 = -3801172.131684
  nChanged 12
		SP:Iteration 39Q (48870.310000 sec): 3 clusters
  Score: Raw -3804664.695056 + Penalty 3492.128781 = -3801172.566275
  nChanged 11
		SP:Iteration 40F (48870.790000 sec): 3 clusters
  Score: Raw -3804665.483853 + Penalty 3492.128781 = -3801173.355072
  nChanged 12
		SP:Iteration 41Q (48871.250000 sec): 3 clusters
  Score: Raw -3804665.834009 + Penalty 3492.128781 = -3801173.705228
  nChanged 6
		SP:Iteration 42Q (48871.720000 sec): 3 clusters
  Score: Raw -3804666.070302 + Penalty 3492.128781 = -3801173.941521
  nChanged 8
		SP:Iteration 43Q (48872.200000 sec): 3 clusters
  Score: Raw -3804666.222623 + Penalty 3492.128781 = -3801174.093842
  nChanged 4
		SP:Iteration 44Q (48872.670000 sec): 3 clusters
  Score: Raw -3804666.337762 + Penalty 3492.128781 = -3801174.208981
  nChanged 4
		SP:Iteration 45Q (48873.100000 sec): 3 clusters
  Score: Raw -3804666.427146 + Penalty 3492.128781 = -3801174.298365
  nChanged 1
		SP:Iteration 46Q (48873.550000 sec): 3 clusters
  Score: Raw -3804666.453141 + Penalty 3492.128781 = -3801174.324360
  nChanged 1
		SP:Iteration 47Q (48874.030000 sec): 3 clusters
  Score: Raw -3804666.474425 + Penalty 3492.128781 = -3801174.345644
  nChanged 1
		SP:Iteration 48Q (48874.510000 sec): 3 clusters
  Score: Raw -3804666.495916 + Penalty 3492.128781 = -3801174.367135
  nChanged 2
		SP:Iteration 49Q (48874.980000 sec): 3 clusters
  Score: Raw -3804666.522641 + Penalty 3492.128781 = -3801174.393860
  nChanged 3
		SP:Iteration 50Q (48875.410000 sec): 3 clusters
  Score: Raw -3804666.565926 + Penalty 3492.128781 = -3801174.437145
  nChanged 4
		SP:Iteration 51Q (48875.860000 sec): 3 clusters
  Score: Raw -3804666.663411 + Penalty 3492.128781 = -3801174.534630
  nChanged 6
		SP:Iteration 52Q (48876.340000 sec): 3 clusters
  Score: Raw -3804666.768173 + Penalty 3492.128781 = -3801174.639392
  nChanged 5
		SP:Iteration 53Q (48876.820000 sec): 3 clusters
  Score: Raw -3804666.921145 + Penalty 3492.128781 = -3801174.792364
  nChanged 7
		SP:Iteration 54Q (48877.290000 sec): 3 clusters
  Score: Raw -3804667.119479 + Penalty 3492.128781 = -3801174.990698
  nChanged 5
		SP:Iteration 55Q (48877.720000 sec): 3 clusters
  Score: Raw -3804667.200509 + Penalty 3492.128781 = -3801175.071728
  nChanged 7
		SP:Iteration 56Q (48878.180000 sec): 3 clusters
  Score: Raw -3804667.358344 + Penalty 3492.128781 = -3801175.229563
  nChanged 4
		SP:Iteration 57Q (48878.650000 sec): 3 clusters
  Score: Raw -3804667.419627 + Penalty 3492.128781 = -3801175.290846
  nChanged 1
		SP:Iteration 58Q (48879.130000 sec): 3 clusters
  Score: Raw -3804667.433367 + Penalty 3492.128781 = -3801175.304586
  nChanged 2
		SP:Iteration 59Q (48879.610000 sec): 3 clusters
  Score: Raw -3804667.462431 + Penalty 3492.128781 = -3801175.333650
  nChanged 3
		SP:Iteration 60F (48880.070000 sec): 3 clusters
  Score: Raw -3804667.496884 + Penalty 3492.128781 = -3801175.368103
  nChanged 3
		SP:Iteration 61Q (48880.490000 sec): 3 clusters
  Score: Raw -3804667.543172 + Penalty 3492.128781 = -3801175.414391
  nChanged 3
		SP:Iteration 62Q (48880.970000 sec): 3 clusters
  Score: Raw -3804667.610356 + Penalty 3492.128781 = -3801175.481575
  nChanged 3
		SP:Iteration 63Q (48881.440000 sec): 3 clusters
  Score: Raw -3804667.708479 + Penalty 3492.128781 = -3801175.579698
  nChanged 2
		SP:Iteration 64Q (48881.920000 sec): 3 clusters
  Score: Raw -3804667.734427 + Penalty 3492.128781 = -3801175.605646
  nChanged 1
		SP:Iteration 65Q (48882.350000 sec): 3 clusters
  Score: Raw -3804667.745198 + Penalty 3492.128781 = -3801175.616417
  nChanged 0
		SP:Iteration 66F (48882.840000 sec): 3 clusters
  Score: Raw -3804667.745198 + Penalty 3492.128781 = -3801175.616417
  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 5.70 GB.

 Trying to split cluster 9 (15470 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (48883.000000 sec): 2 clusters
  Score: Raw -1308830.929707 + Penalty 1567.581916 = -1307263.347791
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (48883.210000 sec): 3 clusters
  Score: Raw -1299848.945138 + Penalty 3135.163832 = -1296713.781307
  nChanged 6930
		SP:Iteration 1F (48883.410000 sec): 3 clusters
  Score: Raw -1306318.065021 + Penalty 3135.163832 = -1303182.901189
  nChanged 2418
		SP:Iteration 2F (48883.610000 sec): 3 clusters
  Score: Raw -1311549.327398 + Penalty 3135.163832 = -1308414.163567
  nChanged 2136
		SP:Iteration 3F (48883.810000 sec): 3 clusters
  Score: Raw -1314814.391800 + Penalty 3135.163832 = -1311679.227969
  nChanged 1126
		SP:Iteration 4F (48884.020000 sec): 3 clusters
  Score: Raw -1315908.059501 + Penalty 3135.163832 = -1312772.895669
  nChanged 585
		SP:Iteration 5Q (48884.220000 sec): 3 clusters
  Score: Raw -1316302.504667 + Penalty 3135.163832 = -1313167.340835
  nChanged 406
		SP:Iteration 6Q (48884.420000 sec): 3 clusters
  Score: Raw -1316612.799804 + Penalty 3135.163832 = -1313477.635972
  nChanged 347
		SP:Iteration 7Q (48884.610000 sec): 3 clusters
  Score: Raw -1316876.454397 + Penalty 3135.163832 = -1313741.290565
  nChanged 290
		SP:Iteration 8Q (48884.800000 sec): 3 clusters
  Score: Raw -1317069.426262 + Penalty 3135.163832 = -1313934.262431
  nChanged 246
		SP:Iteration 9Q (48885.000000 sec): 3 clusters
  Score: Raw -1317218.255843 + Penalty 3135.163832 = -1314083.092012
  nChanged 203
		SP:Iteration 10Q (48885.200000 sec): 3 clusters
  Score: Raw -1317307.215431 + Penalty 3135.163832 = -1314172.051600
  nChanged 165
		SP:Iteration 11Q (48885.390000 sec): 3 clusters
  Score: Raw -1317369.314515 + Penalty 3135.163832 = -1314234.150684
  nChanged 141
		SP:Iteration 12Q (48885.590000 sec): 3 clusters
  Score: Raw -1317408.226171 + Penalty 3135.163832 = -1314273.062339
  nChanged 113
		SP:Iteration 13Q (48885.780000 sec): 3 clusters
  Score: Raw -1317432.756364 + Penalty 3135.163832 = -1314297.592533
  nChanged 96
		SP:Iteration 14Q (48885.980000 sec): 3 clusters
  Score: Raw -1317450.049988 + Penalty 3135.163832 = -1314314.886157
  nChanged 82
		SP:Iteration 15Q (48886.180000 sec): 3 clusters
  Score: Raw -1317461.902663 + Penalty 3135.163832 = -1314326.738831
  nChanged 56
		SP:Iteration 16Q (48886.370000 sec): 3 clusters
  Score: Raw -1317468.232029 + Penalty 3135.163832 = -1314333.068197
  nChanged 31
		SP:Iteration 17Q (48886.560000 sec): 3 clusters
  Score: Raw -1317470.985164 + Penalty 3135.163832 = -1314335.821332
  nChanged 28
		SP:Iteration 18Q (48886.760000 sec): 3 clusters
  Score: Raw -1317473.742222 + Penalty 3135.163832 = -1314338.578390
  nChanged 24
		SP:Iteration 19Q (48886.960000 sec): 3 clusters
  Score: Raw -1317475.731858 + Penalty 3135.163832 = -1314340.568027
  nChanged 20
		SP:Iteration 20F (48887.160000 sec): 3 clusters
  Score: Raw -1317477.561507 + Penalty 3135.163832 = -1314342.397675
  nChanged 17
		SP:Iteration 21Q (48887.350000 sec): 3 clusters
  Score: Raw -1317479.196920 + Penalty 3135.163832 = -1314344.033089
  nChanged 15
		SP:Iteration 22Q (48887.550000 sec): 3 clusters
  Score: Raw -1317480.180029 + Penalty 3135.163832 = -1314345.016198
  nChanged 10
		SP:Iteration 23Q (48887.740000 sec): 3 clusters
  Score: Raw -1317480.828256 + Penalty 3135.163832 = -1314345.664424
  nChanged 10
		SP:Iteration 24Q (48887.940000 sec): 3 clusters
  Score: Raw -1317481.697583 + Penalty 3135.163832 = -1314346.533751
  nChanged 12
		SP:Iteration 25Q (48888.130000 sec): 3 clusters
  Score: Raw -1317482.830209 + Penalty 3135.163832 = -1314347.666377
  nChanged 11
		SP:Iteration 26Q (48888.330000 sec): 3 clusters
  Score: Raw -1317483.639570 + Penalty 3135.163832 = -1314348.475738
  nChanged 7
		SP:Iteration 27Q (48888.520000 sec): 3 clusters
  Score: Raw -1317484.131996 + Penalty 3135.163832 = -1314348.968164
  nChanged 7
		SP:Iteration 28Q (48888.720000 sec): 3 clusters
  Score: Raw -1317484.526627 + Penalty 3135.163832 = -1314349.362795
  nChanged 3
		SP:Iteration 29Q (48888.920000 sec): 3 clusters
  Score: Raw -1317484.672224 + Penalty 3135.163832 = -1314349.508392
  nChanged 2
		SP:Iteration 30Q (48889.110000 sec): 3 clusters
  Score: Raw -1317484.764437 + Penalty 3135.163832 = -1314349.600606
  nChanged 2
		SP:Iteration 31Q (48889.300000 sec): 3 clusters
  Score: Raw -1317484.877085 + Penalty 3135.163832 = -1314349.713253
  nChanged 3
		SP:Iteration 32Q (48889.500000 sec): 3 clusters
  Score: Raw -1317485.025017 + Penalty 3135.163832 = -1314349.861185
  nChanged 2
		SP:Iteration 33Q (48889.700000 sec): 3 clusters
  Score: Raw -1317485.179705 + Penalty 3135.163832 = -1314350.015874
  nChanged 1
		SP:Iteration 34Q (48889.890000 sec): 3 clusters
  Score: Raw -1317485.257178 + Penalty 3135.163832 = -1314350.093346
  nChanged 2
		SP:Iteration 35Q (48890.090000 sec): 3 clusters
  Score: Raw -1317485.414558 + Penalty 3135.163832 = -1314350.250726
  nChanged 3
		SP:Iteration 36Q (48890.280000 sec): 3 clusters
  Score: Raw -1317485.768050 + Penalty 3135.163832 = -1314350.604219
  nChanged 4
		SP:Iteration 37Q (48890.480000 sec): 3 clusters
  Score: Raw -1317486.150318 + Penalty 3135.163832 = -1314350.986486
  nChanged 1
		SP:Iteration 38Q (48890.670000 sec): 3 clusters
  Score: Raw -1317486.211359 + Penalty 3135.163832 = -1314351.047527
  nChanged 2
		SP:Iteration 39Q (48890.870000 sec): 3 clusters
  Score: Raw -1317486.307831 + Penalty 3135.163832 = -1314351.143999
  nChanged 1
		SP:Iteration 40F (48891.070000 sec): 3 clusters
  Score: Raw -1317486.357992 + Penalty 3135.163832 = -1314351.194160
  nChanged 1
		SP:Iteration 41Q (48891.270000 sec): 3 clusters
  Score: Raw -1317486.399182 + Penalty 3135.163832 = -1314351.235350
  nChanged 2
		SP:Iteration 42Q (48891.460000 sec): 3 clusters
  Score: Raw -1317486.502397 + Penalty 3135.163832 = -1314351.338565
  nChanged 1
		SP:Iteration 43Q (48891.660000 sec): 3 clusters
  Score: Raw -1317486.526286 + Penalty 3135.163832 = -1314351.362454
  nChanged 0
		SP:Iteration 44F (48891.860000 sec): 3 clusters
  Score: Raw -1317486.526286 + Penalty 3135.163832 = -1314351.362454
  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 5.70 GB.

 Trying to split cluster 10 (87370 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (48892.410000 sec): 2 clusters
  Score: Raw -7677420.863035 + Penalty 1848.909929 = -7675571.953106
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (48893.260000 sec): 3 clusters
  Score: Raw -7621404.516514 + Penalty 3697.819857 = -7617706.696657
  nChanged 41406
		SP:Iteration 1F (48894.110000 sec): 3 clusters
  Score: Raw -7651174.411315 + Penalty 3697.819857 = -7647476.591458
  nChanged 8484
		SP:Iteration 2F (48894.930000 sec): 3 clusters
  Score: Raw -7660356.939551 + Penalty 3697.819857 = -7656659.119694
  nChanged 9832
		SP:Iteration 3F (48895.770000 sec): 3 clusters
  Score: Raw -7670708.340309 + Penalty 3697.819857 = -7667010.520452
  nChanged 8052
		SP:Iteration 4F (48896.620000 sec): 3 clusters
  Score: Raw -7676868.672377 + Penalty 3697.819857 = -7673170.852520
  nChanged 5015
		SP:Iteration 5F (48897.460000 sec): 3 clusters
  Score: Raw -7679348.120173 + Penalty 3697.819857 = -7675650.300316
  nChanged 2974
		SP:Iteration 6Q (48898.330000 sec): 3 clusters
  Score: Raw -7680302.075298 + Penalty 3697.819857 = -7676604.255441
  nChanged 1883
		SP:Iteration 7Q (48899.200000 sec): 3 clusters
  Score: Raw -7680754.481841 + Penalty 3697.819857 = -7677056.661984
  nChanged 1191
		SP:Iteration 8Q (48900.050000 sec): 3 clusters
  Score: Raw -7680954.369195 + Penalty 3697.819857 = -7677256.549338
  nChanged 816
		SP:Iteration 9Q (48900.900000 sec): 3 clusters
  Score: Raw -7681063.857446 + Penalty 3697.819857 = -7677366.037589
  nChanged 588
		SP:Iteration 10Q (48901.750000 sec): 3 clusters
  Score: Raw -7681125.989515 + Penalty 3697.819857 = -7677428.169658
  nChanged 420
		SP:Iteration 11Q (48902.600000 sec): 3 clusters
  Score: Raw -7681162.718111 + Penalty 3697.819857 = -7677464.898253
  nChanged 340
		SP:Iteration 12Q (48903.450000 sec): 3 clusters
  Score: Raw -7681189.231804 + Penalty 3697.819857 = -7677491.411947
  nChanged 290
		SP:Iteration 13Q (48904.300000 sec): 3 clusters
  Score: Raw -7681207.271725 + Penalty 3697.819857 = -7677509.451868
  nChanged 223
		SP:Iteration 14Q (48905.150000 sec): 3 clusters
  Score: Raw -7681218.613771 + Penalty 3697.819857 = -7677520.793914
  nChanged 173
		SP:Iteration 15Q (48906.050000 sec): 3 clusters
  Score: Raw -7681226.266293 + Penalty 3697.819857 = -7677528.446436
  nChanged 156
		SP:Iteration 16Q (48906.930000 sec): 3 clusters
  Score: Raw -7681232.275010 + Penalty 3697.819857 = -7677534.455153
  nChanged 130
		SP:Iteration 17Q (48907.800000 sec): 3 clusters
  Score: Raw -7681237.103365 + Penalty 3697.819857 = -7677539.283508
  nChanged 122
		SP:Iteration 18Q (48908.650000 sec): 3 clusters
  Score: Raw -7681241.119387 + Penalty 3697.819857 = -7677543.299530
  nChanged 106
		SP:Iteration 19Q (48909.500000 sec): 3 clusters
  Score: Raw -7681244.470577 + Penalty 3697.819857 = -7677546.650720
  nChanged 96
		SP:Iteration 20F (48910.300000 sec): 3 clusters
  Score: Raw -7681247.148965 + Penalty 3697.819857 = -7677549.329108
  nChanged 84
		SP:Iteration 21Q (48911.150000 sec): 3 clusters
  Score: Raw -7681249.587735 + Penalty 3697.819857 = -7677551.767877
  nChanged 71
		SP:Iteration 22Q (48912.000000 sec): 3 clusters
  Score: Raw -7681251.662594 + Penalty 3697.819857 = -7677553.842737
  nChanged 81
		SP:Iteration 23Q (48912.850000 sec): 3 clusters
  Score: Raw -7681254.351191 + Penalty 3697.819857 = -7677556.531333
  nChanged 97
		SP:Iteration 24Q (48913.700000 sec): 3 clusters
  Score: Raw -7681258.031107 + Penalty 3697.819857 = -7677560.211249
  nChanged 105
		SP:Iteration 25Q (48914.550000 sec): 3 clusters
  Score: Raw -7681261.562717 + Penalty 3697.819857 = -7677563.742860
  nChanged 99
		SP:Iteration 26Q (48915.410000 sec): 3 clusters
  Score: Raw -7681264.511136 + Penalty 3697.819857 = -7677566.691279
  nChanged 99
		SP:Iteration 27Q (48916.310000 sec): 3 clusters
  Score: Raw -7681267.689393 + Penalty 3697.819857 = -7677569.869536
  nChanged 99
		SP:Iteration 28Q (48917.180000 sec): 3 clusters
  Score: Raw -7681270.908816 + Penalty 3697.819857 = -7677573.088959
  nChanged 99
		SP:Iteration 29Q (48918.040000 sec): 3 clusters
  Score: Raw -7681273.939679 + Penalty 3697.819857 = -7677576.119821
  nChanged 106
		SP:Iteration 30Q (48918.880000 sec): 3 clusters
  Score: Raw -7681277.611344 + Penalty 3697.819857 = -7677579.791487
  nChanged 114
		SP:Iteration 31Q (48919.740000 sec): 3 clusters
  Score: Raw -7681282.157161 + Penalty 3697.819857 = -7677584.337304
  nChanged 117
		SP:Iteration 32Q (48920.590000 sec): 3 clusters
  Score: Raw -7681286.182541 + Penalty 3697.819857 = -7677588.362684
  nChanged 110
		SP:Iteration 33Q (48921.480000 sec): 3 clusters
  Score: Raw -7681289.873044 + Penalty 3697.819857 = -7677592.053187
  nChanged 112
		SP:Iteration 34Q (48922.360000 sec): 3 clusters
  Score: Raw -7681293.663411 + Penalty 3697.819857 = -7677595.843554
  nChanged 106
		SP:Iteration 35Q (48923.210000 sec): 3 clusters
  Score: Raw -7681297.161977 + Penalty 3697.819857 = -7677599.342120
  nChanged 99
		SP:Iteration 36Q (48924.060000 sec): 3 clusters
  Score: Raw -7681300.707793 + Penalty 3697.819857 = -7677602.887935
  nChanged 111
		SP:Iteration 37Q (48924.910000 sec): 3 clusters
  Score: Raw -7681304.884491 + Penalty 3697.819857 = -7677607.064634
  nChanged 107
		SP:Iteration 38Q (48925.760000 sec): 3 clusters
  Score: Raw -7681308.712295 + Penalty 3697.819857 = -7677610.892438
  nChanged 113
		SP:Iteration 39Q (48926.620000 sec): 3 clusters
  Score: Raw -7681312.627794 + Penalty 3697.819857 = -7677614.807937
  nChanged 101
		SP:Iteration 40F (48927.410000 sec): 3 clusters
  Score: Raw -7681316.398157 + Penalty 3697.819857 = -7677618.578300
  nChanged 103
		SP:Iteration 41Q (48928.300000 sec): 3 clusters
  Score: Raw -7681320.144579 + Penalty 3697.819857 = -7677622.324721
  nChanged 99
		SP:Iteration 42Q (48929.150000 sec): 3 clusters
  Score: Raw -7681323.293487 + Penalty 3697.819857 = -7677625.473630
  nChanged 92
		SP:Iteration 43Q (48930.000000 sec): 3 clusters
  Score: Raw -7681326.127196 + Penalty 3697.819857 = -7677628.307339
  nChanged 101
		SP:Iteration 44Q (48930.890000 sec): 3 clusters
  Score: Raw -7681329.490034 + Penalty 3697.819857 = -7677631.670177
  nChanged 110
		SP:Iteration 45Q (48931.760000 sec): 3 clusters
  Score: Raw -7681333.652462 + Penalty 3697.819857 = -7677635.832605
  nChanged 118
		SP:Iteration 46Q (48932.650000 sec): 3 clusters
  Score: Raw -7681338.251182 + Penalty 3697.819857 = -7677640.431325
  nChanged 115
		SP:Iteration 47Q (48933.500000 sec): 3 clusters
  Score: Raw -7681342.449296 + Penalty 3697.819857 = -7677644.629439
  nChanged 112
		SP:Iteration 48Q (48934.350000 sec): 3 clusters
  Score: Raw -7681346.930290 + Penalty 3697.819857 = -7677649.110433
  nChanged 107
		SP:Iteration 49Q (48935.250000 sec): 3 clusters
  Score: Raw -7681351.362710 + Penalty 3697.819857 = -7677653.542853
  nChanged 108
		SP:Iteration 50Q (48936.120000 sec): 3 clusters
  Score: Raw -7681355.617697 + Penalty 3697.819857 = -7677657.797840
  nChanged 101
		SP:Iteration 51Q (48936.990000 sec): 3 clusters
  Score: Raw -7681359.609748 + Penalty 3697.819857 = -7677661.789891
  nChanged 98
		SP:Iteration 52Q (48937.850000 sec): 3 clusters
  Score: Raw -7681363.224885 + Penalty 3697.819857 = -7677665.405027
  nChanged 99
		SP:Iteration 53Q (48938.690000 sec): 3 clusters
  Score: Raw -7681367.046772 + Penalty 3697.819857 = -7677669.226914
  nChanged 94
		SP:Iteration 54Q (48939.550000 sec): 3 clusters
  Score: Raw -7681370.417882 + Penalty 3697.819857 = -7677672.598024
  nChanged 103
		SP:Iteration 55Q (48940.400000 sec): 3 clusters
  Score: Raw -7681374.295726 + Penalty 3697.819857 = -7677676.475868
  nChanged 101
		SP:Iteration 56Q (48941.250000 sec): 3 clusters
  Score: Raw -7681377.989764 + Penalty 3697.819857 = -7677680.169906
  nChanged 96
		SP:Iteration 57Q (48942.150000 sec): 3 clusters
  Score: Raw -7681381.330621 + Penalty 3697.819857 = -7677683.510764
  nChanged 88
		SP:Iteration 58Q (48943.020000 sec): 3 clusters
  Score: Raw -7681384.106345 + Penalty 3697.819857 = -7677686.286488
  nChanged 92
		SP:Iteration 59Q (48943.900000 sec): 3 clusters
  Score: Raw -7681387.254690 + Penalty 3697.819857 = -7677689.434833
  nChanged 94
		SP:Iteration 60F (48944.690000 sec): 3 clusters
  Score: Raw -7681390.921363 + Penalty 3697.819857 = -7677693.101505
  nChanged 109
		SP:Iteration 61Q (48945.570000 sec): 3 clusters
  Score: Raw -7681395.206059 + Penalty 3697.819857 = -7677697.386202
  nChanged 113
		SP:Iteration 62Q (48946.430000 sec): 3 clusters
  Score: Raw -7681400.329175 + Penalty 3697.819857 = -7677702.509317
  nChanged 126
		SP:Iteration 63Q (48947.280000 sec): 3 clusters
  Score: Raw -7681405.687313 + Penalty 3697.819857 = -7677707.867456
  nChanged 109
		SP:Iteration 64Q (48948.130000 sec): 3 clusters
  Score: Raw -7681410.340729 + Penalty 3697.819857 = -7677712.520872
  nChanged 114
		SP:Iteration 65Q (48948.980000 sec): 3 clusters
  Score: Raw -7681414.900416 + Penalty 3697.819857 = -7677717.080558
  nChanged 118
		SP:Iteration 66Q (48949.830000 sec): 3 clusters
  Score: Raw -7681420.292837 + Penalty 3697.819857 = -7677722.472980
  nChanged 138
		SP:Iteration 67Q (48950.690000 sec): 3 clusters
  Score: Raw -7681427.036096 + Penalty 3697.819857 = -7677729.216239
  nChanged 146
		SP:Iteration 68Q (48951.590000 sec): 3 clusters
  Score: Raw -7681433.894239 + Penalty 3697.819857 = -7677736.074382
  nChanged 139
		SP:Iteration 69Q (48952.460000 sec): 3 clusters
  Score: Raw -7681439.624190 + Penalty 3697.819857 = -7677741.804333
  nChanged 130
		SP:Iteration 70Q (48953.340000 sec): 3 clusters
  Score: Raw -7681445.562553 + Penalty 3697.819857 = -7677747.742695
  nChanged 115
		SP:Iteration 71Q (48954.190000 sec): 3 clusters
  Score: Raw -7681450.897178 + Penalty 3697.819857 = -7677753.077320
  nChanged 143
		SP:Iteration 72Q (48955.040000 sec): 3 clusters
  Score: Raw -7681458.671980 + Penalty 3697.819857 = -7677760.852122
  nChanged 161
		SP:Iteration 73Q (48955.890000 sec): 3 clusters
  Score: Raw -7681467.528659 + Penalty 3697.819857 = -7677769.708802
  nChanged 157
		SP:Iteration 74Q (48956.800000 sec): 3 clusters
  Score: Raw -7681476.710540 + Penalty 3697.819857 = -7677778.890683
  nChanged 175
		SP:Iteration 75Q (48957.670000 sec): 3 clusters
  Score: Raw -7681486.663677 + Penalty 3697.819857 = -7677788.843820
  nChanged 152
		SP:Iteration 76Q (48958.550000 sec): 3 clusters
  Score: Raw -7681496.389236 + Penalty 3697.819857 = -7677798.569378
  nChanged 167
		SP:Iteration 77Q (48959.400000 sec): 3 clusters
  Score: Raw -7681508.478849 + Penalty 3697.819857 = -7677810.658992
  nChanged 179
		SP:Iteration 78Q (48960.260000 sec): 3 clusters
  Score: Raw -7681521.234758 + Penalty 3697.819857 = -7677823.414901
  nChanged 200
		SP:Iteration 79Q (48961.100000 sec): 3 clusters
  Score: Raw -7681535.156027 + Penalty 3697.819857 = -7677837.336170
  nChanged 207
		SP:Iteration 80F (48961.900000 sec): 3 clusters
  Score: Raw -7681548.453338 + Penalty 3697.819857 = -7677850.633481
  nChanged 193
		SP:Iteration 81Q (48962.780000 sec): 3 clusters
  Score: Raw -7681562.761514 + Penalty 3697.819857 = -7677864.941657
  nChanged 220
		SP:Iteration 82Q (48963.660000 sec): 3 clusters
  Score: Raw -7681581.546764 + Penalty 3697.819857 = -7677883.726907
  nChanged 202
		SP:Iteration 83Q (48964.500000 sec): 3 clusters
  Score: Raw -7681596.864999 + Penalty 3697.819857 = -7677899.045141
  nChanged 194
		SP:Iteration 84Q (48965.360000 sec): 3 clusters
  Score: Raw -7681610.902231 + Penalty 3697.819857 = -7677913.082374
  nChanged 207
		SP:Iteration 85Q (48966.220000 sec): 3 clusters
  Score: Raw -7681626.440599 + Penalty 3697.819857 = -7677928.620742
  nChanged 206
		SP:Iteration 86Q (48967.080000 sec): 3 clusters
  Score: Raw -7681640.916964 + Penalty 3697.819857 = -7677943.097107
  nChanged 192
		SP:Iteration 87Q (48967.930000 sec): 3 clusters
  Score: Raw -7681655.897683 + Penalty 3697.819857 = -7677958.077826
  nChanged 198
		SP:Iteration 88Q (48968.780000 sec): 3 clusters
  Score: Raw -7681671.808536 + Penalty 3697.819857 = -7677973.988678
  nChanged 194
		SP:Iteration 89Q (48969.640000 sec): 3 clusters
  Score: Raw -7681686.261412 + Penalty 3697.819857 = -7677988.441555
  nChanged 200
		SP:Iteration 90Q (48970.490000 sec): 3 clusters
  Score: Raw -7681702.496603 + Penalty 3697.819857 = -7678004.676746
  nChanged 207
		SP:Iteration 91Q (48971.340000 sec): 3 clusters
  Score: Raw -7681718.737427 + Penalty 3697.819857 = -7678020.917570
  nChanged 194
		SP:Iteration 92Q (48972.230000 sec): 3 clusters
  Score: Raw -7681733.662911 + Penalty 3697.819857 = -7678035.843053
  nChanged 193
		SP:Iteration 93Q (48973.130000 sec): 3 clusters
  Score: Raw -7681749.909902 + Penalty 3697.819857 = -7678052.090045
  nChanged 183
		SP:Iteration 94Q (48973.980000 sec): 3 clusters
  Score: Raw -7681764.950294 + Penalty 3697.819857 = -7678067.130437
  nChanged 176
		SP:Iteration 95Q (48974.850000 sec): 3 clusters
  Score: Raw -7681779.211817 + Penalty 3697.819857 = -7678081.391959
  nChanged 165
		SP:Iteration 96Q (48975.700000 sec): 3 clusters
  Score: Raw -7681791.804783 + Penalty 3697.819857 = -7678093.984926
  nChanged 173
		SP:Iteration 97Q (48976.540000 sec): 3 clusters
  Score: Raw -7681806.011632 + Penalty 3697.819857 = -7678108.191775
  nChanged 176
		SP:Iteration 98Q (48977.390000 sec): 3 clusters
  Score: Raw -7681822.784903 + Penalty 3697.819857 = -7678124.965046
  nChanged 187
		SP:Iteration 99Q (48978.260000 sec): 3 clusters
  Score: Raw -7681841.434950 + Penalty 3697.819857 = -7678143.615093
  nChanged 181
		SP:Iteration 100F (48979.060000 sec): 3 clusters
  Score: Raw -7681858.964234 + Penalty 3697.819857 = -7678161.144376
  nChanged 176
		SP:Iteration 101Q (48979.940000 sec): 3 clusters
  Score: Raw -7681876.456381 + Penalty 3697.819857 = -7678178.636523
  nChanged 165
		SP:Iteration 102Q (48980.800000 sec): 3 clusters
  Score: Raw -7681891.152321 + Penalty 3697.819857 = -7678193.332464
  nChanged 162
		SP:Iteration 103Q (48981.670000 sec): 3 clusters
  Score: Raw -7681905.349348 + Penalty 3697.819857 = -7678207.529490
  nChanged 148
		SP:Iteration 104Q (48982.520000 sec): 3 clusters
  Score: Raw -7681918.262723 + Penalty 3697.819857 = -7678220.442866
  nChanged 138
		SP:Iteration 105Q (48983.390000 sec): 3 clusters
  Score: Raw -7681929.766465 + Penalty 3697.819857 = -7678231.946608
  nChanged 127
		SP:Iteration 106Q (48984.240000 sec): 3 clusters
  Score: Raw -7681938.726069 + Penalty 3697.819857 = -7678240.906211
  nChanged 112
		SP:Iteration 107Q (48985.100000 sec): 3 clusters
  Score: Raw -7681945.956934 + Penalty 3697.819857 = -7678248.137077
  nChanged 103
		SP:Iteration 108Q (48985.940000 sec): 3 clusters
  Score: Raw -7681953.668237 + Penalty 3697.819857 = -7678255.848380
  nChanged 101
		SP:Iteration 109Q (48986.810000 sec): 3 clusters
  Score: Raw -7681962.074502 + Penalty 3697.819857 = -7678264.254645
  nChanged 108
		SP:Iteration 110Q (48987.650000 sec): 3 clusters
  Score: Raw -7681971.093279 + Penalty 3697.819857 = -7678273.273422
  nChanged 112
		SP:Iteration 111Q (48988.520000 sec): 3 clusters
  Score: Raw -7681979.807975 + Penalty 3697.819857 = -7678281.988117
  nChanged 111
		SP:Iteration 112Q (48989.360000 sec): 3 clusters
  Score: Raw -7681990.120726 + Penalty 3697.819857 = -7678292.300868
  nChanged 122
		SP:Iteration 113Q (48990.220000 sec): 3 clusters
  Score: Raw -7682003.677937 + Penalty 3697.819857 = -7678305.858080
  nChanged 122
		SP:Iteration 114Q (48991.080000 sec): 3 clusters
  Score: Raw -7682018.500726 + Penalty 3697.819857 = -7678320.680868
  nChanged 128
		SP:Iteration 115Q (48991.940000 sec): 3 clusters
  Score: Raw -7682034.046513 + Penalty 3697.819857 = -7678336.226656
  nChanged 117
		SP:Iteration 116Q (48992.800000 sec): 3 clusters
  Score: Raw -7682047.737801 + Penalty 3697.819857 = -7678349.917943
  nChanged 111
		SP:Iteration 117Q (48993.650000 sec): 3 clusters
  Score: Raw -7682060.884367 + Penalty 3697.819857 = -7678363.064510
  nChanged 109
		SP:Iteration 118Q (48994.510000 sec): 3 clusters
  Score: Raw -7682073.573461 + Penalty 3697.819857 = -7678375.753604
  nChanged 106
		SP:Iteration 119Q (48995.360000 sec): 3 clusters
  Score: Raw -7682086.836491 + Penalty 3697.819857 = -7678389.016634
  nChanged 117
		SP:Iteration 120F (48996.180000 sec): 3 clusters
  Score: Raw -7682100.113246 + Penalty 3697.819857 = -7678402.293389
  nChanged 81
		SP:Iteration 121Q (48997.030000 sec): 3 clusters
  Score: Raw -7682108.333114 + Penalty 3697.819857 = -7678410.513256
  nChanged 89
		SP:Iteration 122Q (48997.900000 sec): 3 clusters
  Score: Raw -7682116.116046 + Penalty 3697.819857 = -7678418.296189
  nChanged 76
		SP:Iteration 123Q (48998.750000 sec): 3 clusters
  Score: Raw -7682123.523112 + Penalty 3697.819857 = -7678425.703255
  nChanged 67
		SP:Iteration 124Q (48999.600000 sec): 3 clusters
  Score: Raw -7682129.810850 + Penalty 3697.819857 = -7678431.990993
  nChanged 64
		SP:Iteration 125Q (49000.470000 sec): 3 clusters
  Score: Raw -7682136.018308 + Penalty 3697.819857 = -7678438.198450
  nChanged 60
		SP:Iteration 126Q (49001.320000 sec): 3 clusters
  Score: Raw -7682143.946218 + Penalty 3697.819857 = -7678446.126360
  nChanged 72
		SP:Iteration 127Q (49002.180000 sec): 3 clusters
  Score: Raw -7682154.304588 + Penalty 3697.819857 = -7678456.484730
  nChanged 90
		SP:Iteration 128Q (49003.020000 sec): 3 clusters
  Score: Raw -7682162.709810 + Penalty 3697.819857 = -7678464.889953
  nChanged 87
		SP:Iteration 129Q (49003.890000 sec): 3 clusters
  Score: Raw -7682174.147081 + Penalty 3697.819857 = -7678476.327224
  nChanged 86
		SP:Iteration 130Q (49004.750000 sec): 3 clusters
  Score: Raw -7682184.563410 + Penalty 3697.819857 = -7678486.743552
  nChanged 91
		SP:Iteration 131Q (49005.610000 sec): 3 clusters
  Score: Raw -7682191.563691 + Penalty 3697.819857 = -7678493.743834
  nChanged 70
		SP:Iteration 132Q (49006.450000 sec): 3 clusters
  Score: Raw -7682198.143831 + Penalty 3697.819857 = -7678500.323974
  nChanged 66
		SP:Iteration 133Q (49007.310000 sec): 3 clusters
  Score: Raw -7682205.034864 + Penalty 3697.819857 = -7678507.215006
  nChanged 69
		SP:Iteration 134Q (49008.170000 sec): 3 clusters
  Score: Raw -7682211.154211 + Penalty 3697.819857 = -7678513.334353
  nChanged 60
		SP:Iteration 135Q (49009.030000 sec): 3 clusters
  Score: Raw -7682216.606804 + Penalty 3697.819857 = -7678518.786947
  nChanged 59
		SP:Iteration 136Q (49009.880000 sec): 3 clusters
  Score: Raw -7682221.131122 + Penalty 3697.819857 = -7678523.311265
  nChanged 52
		SP:Iteration 137Q (49010.730000 sec): 3 clusters
  Score: Raw -7682224.738829 + Penalty 3697.819857 = -7678526.918972
  nChanged 39
		SP:Iteration 138Q (49011.590000 sec): 3 clusters
  Score: Raw -7682228.040928 + Penalty 3697.819857 = -7678530.221070
  nChanged 44
		SP:Iteration 139Q (49012.440000 sec): 3 clusters
  Score: Raw -7682231.572615 + Penalty 3697.819857 = -7678533.752758
  nChanged 38
		SP:Iteration 140F (49013.280000 sec): 3 clusters
  Score: Raw -7682234.401445 + Penalty 3697.819857 = -7678536.581587
  nChanged 42
		SP:Iteration 141Q (49014.130000 sec): 3 clusters
  Score: Raw -7682237.017424 + Penalty 3697.819857 = -7678539.197566
  nChanged 30
		SP:Iteration 142Q (49014.930000 sec): 3 clusters
  Score: Raw -7682238.983813 + Penalty 3697.819857 = -7678541.163956
  nChanged 24
		SP:Iteration 143Q (49015.760000 sec): 3 clusters
  Score: Raw -7682240.424660 + Penalty 3697.819857 = -7678542.604803
  nChanged 22
		SP:Iteration 144Q (49016.580000 sec): 3 clusters
  Score: Raw -7682241.809807 + Penalty 3697.819857 = -7678543.989950
  nChanged 30
		SP:Iteration 145Q (49017.430000 sec): 3 clusters
  Score: Raw -7682243.554938 + Penalty 3697.819857 = -7678545.735081
  nChanged 23
		SP:Iteration 146Q (49018.280000 sec): 3 clusters
  Score: Raw -7682245.134870 + Penalty 3697.819857 = -7678547.315013
  nChanged 27
		SP:Iteration 147Q (49019.080000 sec): 3 clusters
  Score: Raw -7682247.057373 + Penalty 3697.819857 = -7678549.237516
  nChanged 31
		SP:Iteration 148Q (49019.900000 sec): 3 clusters
  Score: Raw -7682248.776267 + Penalty 3697.819857 = -7678550.956410
  nChanged 20
		SP:Iteration 149Q (49020.750000 sec): 3 clusters
  Score: Raw -7682249.726668 + Penalty 3697.819857 = -7678551.906811
  nChanged 19
		SP:Iteration 150Q (49021.600000 sec): 3 clusters
  Score: Raw -7682250.785558 + Penalty 3697.819857 = -7678552.965700
  nChanged 20
		SP:Iteration 151Q (49022.450000 sec): 3 clusters
  Score: Raw -7682252.260289 + Penalty 3697.819857 = -7678554.440431
  nChanged 22
		SP:Iteration 152Q (49023.290000 sec): 3 clusters
  Score: Raw -7682253.686449 + Penalty 3697.819857 = -7678555.866592
  nChanged 17
		SP:Iteration 153Q (49024.090000 sec): 3 clusters
  Score: Raw -7682254.832610 + Penalty 3697.819857 = -7678557.012753
  nChanged 16
		SP:Iteration 154Q (49024.910000 sec): 3 clusters
  Score: Raw -7682255.787128 + Penalty 3697.819857 = -7678557.967271
  nChanged 14
		SP:Iteration 155Q (49025.730000 sec): 3 clusters
  Score: Raw -7682256.356972 + Penalty 3697.819857 = -7678558.537115
  nChanged 15
		SP:Iteration 156Q (49026.570000 sec): 3 clusters
  Score: Raw -7682257.443503 + Penalty 3697.819857 = -7678559.623646
  nChanged 21
		SP:Iteration 157Q (49027.420000 sec): 3 clusters
  Score: Raw -7682259.094054 + Penalty 3697.819857 = -7678561.274197
  nChanged 26
		SP:Iteration 158Q (49028.210000 sec): 3 clusters
  Score: Raw -7682260.264567 + Penalty 3697.819857 = -7678562.444710
  nChanged 22
		SP:Iteration 159Q (49029.030000 sec): 3 clusters
  Score: Raw -7682261.165789 + Penalty 3697.819857 = -7678563.345932
  nChanged 12
		SP:Iteration 160F (49029.880000 sec): 3 clusters
  Score: Raw -7682261.689637 + Penalty 3697.819857 = -7678563.869779
  nChanged 10
		SP:Iteration 161Q (49030.730000 sec): 3 clusters
  Score: Raw -7682262.164158 + Penalty 3697.819857 = -7678564.344301
  nChanged 6
		SP:Iteration 162Q (49031.570000 sec): 3 clusters
  Score: Raw -7682262.325228 + Penalty 3697.819857 = -7678564.505371
  nChanged 2
		SP:Iteration 163Q (49032.360000 sec): 3 clusters
  Score: Raw -7682262.386917 + Penalty 3697.819857 = -7678564.567060
  nChanged 1
		SP:Iteration 164Q (49033.180000 sec): 3 clusters
  Score: Raw -7682262.409261 + Penalty 3697.819857 = -7678564.589404
  nChanged 0
		SP:Iteration 165F (49034.020000 sec): 3 clusters
  Score: Raw -7682262.409261 + Penalty 3697.819857 = -7678564.589404
  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 5.70 GB.

 Trying to split cluster 11 (13450 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (49034.140000 sec): 2 clusters
  Score: Raw -943453.366938 + Penalty 1544.844338 = -941908.522601
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (49034.340000 sec): 3 clusters
  Score: Raw -935799.807891 + Penalty 3089.688675 = -932710.119216
  nChanged 6118
		SP:Iteration 1F (49034.530000 sec): 3 clusters
  Score: Raw -942640.957284 + Penalty 3089.688675 = -939551.268609
  nChanged 1884
		SP:Iteration 2F (49034.730000 sec): 3 clusters
  Score: Raw -945636.958545 + Penalty 3089.688675 = -942547.269870
  nChanged 1398
		SP:Iteration 3F (49034.910000 sec): 3 clusters
  Score: Raw -947683.827833 + Penalty 3089.688675 = -944594.139158
  nChanged 1020
		SP:Iteration 4F (49035.110000 sec): 3 clusters
  Score: Raw -948663.288443 + Penalty 3089.688675 = -945573.599767
  nChanged 782
		SP:Iteration 5F (49035.290000 sec): 3 clusters
  Score: Raw -949471.928580 + Penalty 3089.688675 = -946382.239905
  nChanged 732
		SP:Iteration 6F (49035.480000 sec): 3 clusters
  Score: Raw -950359.732926 + Penalty 3089.688675 = -947270.044251
  nChanged 723
		SP:Iteration 7F (49035.690000 sec): 3 clusters
  Score: Raw -951299.797607 + Penalty 3089.688675 = -948210.108932
  nChanged 604
		SP:Iteration 8Q (49035.900000 sec): 3 clusters
  Score: Raw -952062.714530 + Penalty 3089.688675 = -948973.025855
  nChanged 488
		SP:Iteration 9Q (49036.090000 sec): 3 clusters
  Score: Raw -952743.891098 + Penalty 3089.688675 = -949654.202423
  nChanged 429
		SP:Iteration 10Q (49036.270000 sec): 3 clusters
  Score: Raw -953387.146135 + Penalty 3089.688675 = -950297.457460
  nChanged 380
		SP:Iteration 11Q (49036.450000 sec): 3 clusters
  Score: Raw -954010.988574 + Penalty 3089.688675 = -950921.299899
  nChanged 297
		SP:Iteration 12Q (49036.660000 sec): 3 clusters
  Score: Raw -954529.174463 + Penalty 3089.688675 = -951439.485788
  nChanged 263
		SP:Iteration 13Q (49036.830000 sec): 3 clusters
  Score: Raw -954971.805777 + Penalty 3089.688675 = -951882.117102
  nChanged 266
		SP:Iteration 14Q (49037.010000 sec): 3 clusters
  Score: Raw -955357.397020 + Penalty 3089.688675 = -952267.708345
  nChanged 237
		SP:Iteration 15Q (49037.210000 sec): 3 clusters
  Score: Raw -955748.791101 + Penalty 3089.688675 = -952659.102426
  nChanged 232
		SP:Iteration 16Q (49037.380000 sec): 3 clusters
  Score: Raw -956088.291919 + Penalty 3089.688675 = -952998.603244
  nChanged 228
		SP:Iteration 17Q (49037.560000 sec): 3 clusters
  Score: Raw -956367.486409 + Penalty 3089.688675 = -953277.797734
  nChanged 241
		SP:Iteration 18Q (49037.760000 sec): 3 clusters
  Score: Raw -956696.462405 + Penalty 3089.688675 = -953606.773730
  nChanged 237
		SP:Iteration 19Q (49037.970000 sec): 3 clusters
  Score: Raw -957158.174901 + Penalty 3089.688675 = -954068.486226
  nChanged 243
		SP:Iteration 20F (49038.200000 sec): 3 clusters
  Score: Raw -957653.001740 + Penalty 3089.688675 = -954563.313065
  nChanged 291
		SP:Iteration 21Q (49038.360000 sec): 3 clusters
  Score: Raw -958096.135182 + Penalty 3089.688675 = -955006.446507
  nChanged 253
		SP:Iteration 22Q (49038.540000 sec): 3 clusters
  Score: Raw -958376.421303 + Penalty 3089.688675 = -955286.732628
  nChanged 217
		SP:Iteration 23Q (49038.730000 sec): 3 clusters
  Score: Raw -958597.298508 + Penalty 3089.688675 = -955507.609833
  nChanged 208
		SP:Iteration 24Q (49038.890000 sec): 3 clusters
  Score: Raw -958853.687055 + Penalty 3089.688675 = -955763.998380
  nChanged 189
		SP:Iteration 25Q (49039.060000 sec): 3 clusters
  Score: Raw -959199.987470 + Penalty 3089.688675 = -956110.298795
  nChanged 204
		SP:Iteration 26Q (49039.250000 sec): 3 clusters
  Score: Raw -959813.775612 + Penalty 3089.688675 = -956724.086937
  nChanged 215
		SP:Iteration 27Q (49039.410000 sec): 3 clusters
  Score: Raw -960793.045225 + Penalty 3089.688675 = -957703.356550
  nChanged 193
		SP:Iteration 28Q (49039.570000 sec): 3 clusters
  Score: Raw -961556.541685 + Penalty 3089.688675 = -958466.853010
  nChanged 143
		SP:Iteration 29Q (49039.760000 sec): 3 clusters
  Score: Raw -961792.930809 + Penalty 3089.688675 = -958703.242134
  nChanged 82
		SP:Iteration 30Q (49039.950000 sec): 3 clusters
  Score: Raw -961894.736434 + Penalty 3089.688675 = -958805.047759
  nChanged 60
		SP:Iteration 31Q (49040.120000 sec): 3 clusters
  Score: Raw -961937.351474 + Penalty 3089.688675 = -958847.662799
  nChanged 40
		SP:Iteration 32Q (49040.310000 sec): 3 clusters
  Score: Raw -961954.169227 + Penalty 3089.688675 = -958864.480552
  nChanged 22
		SP:Iteration 33Q (49040.510000 sec): 3 clusters
  Score: Raw -961959.609451 + Penalty 3089.688675 = -958869.920776
  nChanged 10
		SP:Iteration 34Q (49040.690000 sec): 3 clusters
  Score: Raw -961960.787711 + Penalty 3089.688675 = -958871.099036
  nChanged 1
		SP:Iteration 35Q (49040.860000 sec): 3 clusters
  Score: Raw -961960.854819 + Penalty 3089.688675 = -958871.166143
  nChanged 2
		SP:Iteration 36Q (49041.050000 sec): 3 clusters
  Score: Raw -961961.083985 + Penalty 3089.688675 = -958871.395310
  nChanged 2
		SP:Iteration 37Q (49041.250000 sec): 3 clusters
  Score: Raw -961961.198377 + Penalty 3089.688675 = -958871.509702
  nChanged 0
		SP:Iteration 38F (49041.440000 sec): 3 clusters
  Score: Raw -961961.198377 + Penalty 3089.688675 = -958871.509702
  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 5.70 GB.

 Trying to split cluster 12 (14277 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (49041.610000 sec): 2 clusters
  Score: Raw -1183934.315331 + Penalty 1554.540834 = -1182379.774497
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (49041.830000 sec): 3 clusters
  Score: Raw -1175701.521315 + Penalty 3109.081667 = -1172592.439648
  nChanged 6465
		SP:Iteration 1F (49042.030000 sec): 3 clusters
  Score: Raw -1182173.115593 + Penalty 3109.081667 = -1179064.033926
  nChanged 1934
		SP:Iteration 2F (49042.220000 sec): 3 clusters
  Score: Raw -1188788.419565 + Penalty 3109.081667 = -1185679.337898
  nChanged 3037
		SP:Iteration 3F (49042.410000 sec): 3 clusters
  Score: Raw -1205445.174572 + Penalty 3109.081667 = -1202336.092904
  nChanged 1773
		SP:Iteration 4F (49042.650000 sec): 3 clusters
  Score: Raw -1223034.215102 + Penalty 3109.081667 = -1219925.133435
  nChanged 360
		SP:Iteration 5Q (49042.830000 sec): 3 clusters
  Score: Raw -1225654.431283 + Penalty 3109.081667 = -1222545.349616
  nChanged 96
		SP:Iteration 6Q (49043.060000 sec): 3 clusters
  Score: Raw -1227615.269108 + Penalty 3109.081667 = -1224506.187441
  nChanged 256
		SP:Iteration 7Q (49043.250000 sec): 3 clusters
  Score: Raw -1232933.802317 + Penalty 3109.081667 = -1229824.720650
  nChanged 137
		SP:Iteration 8Q (49043.480000 sec): 3 clusters
  Score: Raw -1235060.789175 + Penalty 3109.081667 = -1231951.707508
  nChanged 2
		SP:Iteration 9Q (49043.660000 sec): 3 clusters
  Score: Raw -1235062.080837 + Penalty 3109.081667 = -1231952.999169
  nChanged 0
		SP:Iteration 10F (49043.910000 sec): 3 clusters
  Score: Raw -1235062.080837 + Penalty 3109.081667 = -1231952.999169
  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 5.70 GB.

 Trying to split cluster 13 (27485 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (49044.150000 sec): 2 clusters
  Score: Raw -2330671.727592 + Penalty 1660.976798 = -2329010.750794
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (49044.490000 sec): 3 clusters
  Score: Raw -2313867.351583 + Penalty 3321.953596 = -2310545.397987
  nChanged 12781
		SP:Iteration 1F (49044.840000 sec): 3 clusters
  Score: Raw -2323642.588680 + Penalty 3321.953596 = -2320320.635084
  nChanged 3329
		SP:Iteration 2F (49045.140000 sec): 3 clusters
  Score: Raw -2328994.796581 + Penalty 3321.953596 = -2325672.842985
  nChanged 3858
		SP:Iteration 3F (49045.470000 sec): 3 clusters
  Score: Raw -2335299.980622 + Penalty 3321.953596 = -2331978.027026
  nChanged 2902
		SP:Iteration 4F (49045.820000 sec): 3 clusters
  Score: Raw -2339460.947744 + Penalty 3321.953596 = -2336138.994148
  nChanged 2021
		SP:Iteration 5F (49046.120000 sec): 3 clusters
  Score: Raw -2342943.126573 + Penalty 3321.953596 = -2339621.172977
  nChanged 1800
		SP:Iteration 6F (49046.450000 sec): 3 clusters
  Score: Raw -2348558.241433 + Penalty 3321.953596 = -2345236.287836
  nChanged 1743
		SP:Iteration 7F (49046.790000 sec): 3 clusters
  Score: Raw -2357600.649338 + Penalty 3321.953596 = -2354278.695742
  nChanged 1384
		SP:Iteration 8F (49047.090000 sec): 3 clusters
  Score: Raw -2366452.134593 + Penalty 3321.953596 = -2363130.180997
  nChanged 665
		SP:Iteration 9Q (49047.380000 sec): 3 clusters
  Score: Raw -2369529.807442 + Penalty 3321.953596 = -2366207.853846
  nChanged 251
		SP:Iteration 10Q (49047.630000 sec): 3 clusters
  Score: Raw -2370730.035479 + Penalty 3321.953596 = -2367408.081883
  nChanged 130
		SP:Iteration 11Q (49047.890000 sec): 3 clusters
  Score: Raw -2371105.995731 + Penalty 3321.953596 = -2367784.042134
  nChanged 77
		SP:Iteration 12Q (49048.180000 sec): 3 clusters
  Score: Raw -2371197.000591 + Penalty 3321.953596 = -2367875.046995
  nChanged 44
		SP:Iteration 13Q (49048.460000 sec): 3 clusters
  Score: Raw -2371242.496931 + Penalty 3321.953596 = -2367920.543335
  nChanged 33
		SP:Iteration 14Q (49048.710000 sec): 3 clusters
  Score: Raw -2371262.922729 + Penalty 3321.953596 = -2367940.969133
  nChanged 17
		SP:Iteration 15Q (49048.970000 sec): 3 clusters
  Score: Raw -2371268.804218 + Penalty 3321.953596 = -2367946.850622
  nChanged 10
		SP:Iteration 16Q (49049.270000 sec): 3 clusters
  Score: Raw -2371271.668185 + Penalty 3321.953596 = -2367949.714589
  nChanged 10
		SP:Iteration 17Q (49049.550000 sec): 3 clusters
  Score: Raw -2371274.154272 + Penalty 3321.953596 = -2367952.200675
  nChanged 5
		SP:Iteration 18Q (49049.800000 sec): 3 clusters
  Score: Raw -2371275.175317 + Penalty 3321.953596 = -2367953.221721
  nChanged 4
		SP:Iteration 19Q (49050.050000 sec): 3 clusters
  Score: Raw -2371275.920628 + Penalty 3321.953596 = -2367953.967032
  nChanged 2
		SP:Iteration 20F (49050.400000 sec): 3 clusters
  Score: Raw -2371276.150701 + Penalty 3321.953596 = -2367954.197105
  nChanged 1
		SP:Iteration 21Q (49050.660000 sec): 3 clusters
  Score: Raw -2371276.237737 + Penalty 3321.953596 = -2367954.284141
  nChanged 0
		SP:Iteration 22F (49051.010000 sec): 3 clusters
  Score: Raw -2371276.237737 + Penalty 3321.953596 = -2367954.284141
  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 5.70 GB.

 Trying to split cluster 14 (44400 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (49051.310000 sec): 2 clusters
  Score: Raw -3542436.094910 + Penalty 1738.911647 = -3540697.183264
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (49051.800000 sec): 3 clusters
  Score: Raw -3514441.920496 + Penalty 3477.823293 = -3510964.097203
  nChanged 20647
		SP:Iteration 1F (49052.280000 sec): 3 clusters
  Score: Raw -3528858.951130 + Penalty 3477.823293 = -3525381.127837
  nChanged 3751
		SP:Iteration 2F (49052.730000 sec): 3 clusters
  Score: Raw -3532063.727135 + Penalty 3477.823293 = -3528585.903842
  nChanged 3761
		SP:Iteration 3F (49053.190000 sec): 3 clusters
  Score: Raw -3535150.770951 + Penalty 3477.823293 = -3531672.947658
  nChanged 3292
		SP:Iteration 4F (49053.680000 sec): 3 clusters
  Score: Raw -3537284.427091 + Penalty 3477.823293 = -3533806.603798
  nChanged 2658
		SP:Iteration 5F (49054.170000 sec): 3 clusters
  Score: Raw -3538997.325199 + Penalty 3477.823293 = -3535519.501906
  nChanged 2352
		SP:Iteration 6F (49054.610000 sec): 3 clusters
  Score: Raw -3540731.780292 + Penalty 3477.823293 = -3537253.956999
  nChanged 2276
		SP:Iteration 7F (49055.070000 sec): 3 clusters
  Score: Raw -3542386.258095 + Penalty 3477.823293 = -3538908.434802
  nChanged 2095
		SP:Iteration 8Q (49055.580000 sec): 3 clusters
  Score: Raw -3543688.616792 + Penalty 3477.823293 = -3540210.793499
  nChanged 1731
		SP:Iteration 9Q (49056.080000 sec): 3 clusters
  Score: Raw -3544570.971110 + Penalty 3477.823293 = -3541093.147816
  nChanged 1323
		SP:Iteration 10Q (49056.580000 sec): 3 clusters
  Score: Raw -3545146.091128 + Penalty 3477.823293 = -3541668.267834
  nChanged 1031
		SP:Iteration 11Q (49057.080000 sec): 3 clusters
  Score: Raw -3545511.729007 + Penalty 3477.823293 = -3542033.905714
  nChanged 804
		SP:Iteration 12Q (49057.520000 sec): 3 clusters
  Score: Raw -3545776.459582 + Penalty 3477.823293 = -3542298.636289
  nChanged 687
		SP:Iteration 13Q (49058.000000 sec): 3 clusters
  Score: Raw -3545967.745094 + Penalty 3477.823293 = -3542489.921801
  nChanged 538
		SP:Iteration 14Q (49058.490000 sec): 3 clusters
  Score: Raw -3546107.468277 + Penalty 3477.823293 = -3542629.644983
  nChanged 510
		SP:Iteration 15Q (49058.980000 sec): 3 clusters
  Score: Raw -3546236.963073 + Penalty 3477.823293 = -3542759.139780
  nChanged 452
		SP:Iteration 16Q (49059.480000 sec): 3 clusters
  Score: Raw -3546338.413235 + Penalty 3477.823293 = -3542860.589942
  nChanged 395
		SP:Iteration 17Q (49059.930000 sec): 3 clusters
  Score: Raw -3546426.807559 + Penalty 3477.823293 = -3542948.984266
  nChanged 362
		SP:Iteration 18Q (49060.390000 sec): 3 clusters
  Score: Raw -3546506.212282 + Penalty 3477.823293 = -3543028.388989
  nChanged 336
		SP:Iteration 19Q (49060.880000 sec): 3 clusters
  Score: Raw -3546577.779500 + Penalty 3477.823293 = -3543099.956207
  nChanged 297
		SP:Iteration 20F (49061.370000 sec): 3 clusters
  Score: Raw -3546643.533328 + Penalty 3477.823293 = -3543165.710035
  nChanged 293
		SP:Iteration 21Q (49061.810000 sec): 3 clusters
  Score: Raw -3546700.601171 + Penalty 3477.823293 = -3543222.777878
  nChanged 296
		SP:Iteration 22Q (49062.270000 sec): 3 clusters
  Score: Raw -3546762.862462 + Penalty 3477.823293 = -3543285.039169
  nChanged 274
		SP:Iteration 23Q (49062.760000 sec): 3 clusters
  Score: Raw -3546824.704848 + Penalty 3477.823293 = -3543346.881555
  nChanged 289
		SP:Iteration 24Q (49063.250000 sec): 3 clusters
  Score: Raw -3546919.941086 + Penalty 3477.823293 = -3543442.117793
  nChanged 333
		SP:Iteration 25Q (49063.690000 sec): 3 clusters
  Score: Raw -3547050.206894 + Penalty 3477.823293 = -3543572.383601
  nChanged 359
		SP:Iteration 26Q (49064.150000 sec): 3 clusters
  Score: Raw -3547165.529777 + Penalty 3477.823293 = -3543687.706483
  nChanged 304
		SP:Iteration 27Q (49064.640000 sec): 3 clusters
  Score: Raw -3547238.478793 + Penalty 3477.823293 = -3543760.655499
  nChanged 262
		SP:Iteration 28Q (49065.070000 sec): 3 clusters
  Score: Raw -3547295.309776 + Penalty 3477.823293 = -3543817.486483
  nChanged 236
		SP:Iteration 29Q (49065.520000 sec): 3 clusters
  Score: Raw -3547344.000927 + Penalty 3477.823293 = -3543866.177633
  nChanged 237
		SP:Iteration 30Q (49065.960000 sec): 3 clusters
  Score: Raw -3547389.850372 + Penalty 3477.823293 = -3543912.027079
  nChanged 222
		SP:Iteration 31Q (49066.410000 sec): 3 clusters
  Score: Raw -3547435.660690 + Penalty 3477.823293 = -3543957.837396
  nChanged 198
		SP:Iteration 32Q (49066.840000 sec): 3 clusters
  Score: Raw -3547482.058078 + Penalty 3477.823293 = -3544004.234785
  nChanged 175
		SP:Iteration 33Q (49067.290000 sec): 3 clusters
  Score: Raw -3547538.673679 + Penalty 3477.823293 = -3544060.850386
  nChanged 195
		SP:Iteration 34Q (49067.760000 sec): 3 clusters
  Score: Raw -3547639.377930 + Penalty 3477.823293 = -3544161.554637
  nChanged 197
		SP:Iteration 35Q (49068.190000 sec): 3 clusters
  Score: Raw -3547742.279565 + Penalty 3477.823293 = -3544264.456272
  nChanged 198
		SP:Iteration 36Q (49068.660000 sec): 3 clusters
  Score: Raw -3547809.363863 + Penalty 3477.823293 = -3544331.540569
  nChanged 187
		SP:Iteration 37Q (49069.080000 sec): 3 clusters
  Score: Raw -3547848.790745 + Penalty 3477.823293 = -3544370.967451
  nChanged 132
		SP:Iteration 38Q (49069.550000 sec): 3 clusters
  Score: Raw -3547867.950838 + Penalty 3477.823293 = -3544390.127545
  nChanged 120
		SP:Iteration 39Q (49069.970000 sec): 3 clusters
  Score: Raw -3547882.557820 + Penalty 3477.823293 = -3544404.734527
  nChanged 107
		SP:Iteration 40F (49070.460000 sec): 3 clusters
  Score: Raw -3547896.652335 + Penalty 3477.823293 = -3544418.829042
  nChanged 90
		SP:Iteration 41Q (49070.930000 sec): 3 clusters
  Score: Raw -3547905.476125 + Penalty 3477.823293 = -3544427.652832
  nChanged 80
		SP:Iteration 42Q (49071.350000 sec): 3 clusters
  Score: Raw -3547913.529464 + Penalty 3477.823293 = -3544435.706171
  nChanged 77
		SP:Iteration 43Q (49071.820000 sec): 3 clusters
  Score: Raw -3547921.091920 + Penalty 3477.823293 = -3544443.268627
  nChanged 68
		SP:Iteration 44Q (49072.240000 sec): 3 clusters
  Score: Raw -3547927.493055 + Penalty 3477.823293 = -3544449.669762
  nChanged 66
		SP:Iteration 45Q (49072.700000 sec): 3 clusters
  Score: Raw -3547934.499290 + Penalty 3477.823293 = -3544456.675997
  nChanged 60
		SP:Iteration 46Q (49073.120000 sec): 3 clusters
  Score: Raw -3547941.125198 + Penalty 3477.823293 = -3544463.301905
  nChanged 47
		SP:Iteration 47Q (49073.590000 sec): 3 clusters
  Score: Raw -3547945.089774 + Penalty 3477.823293 = -3544467.266481
  nChanged 41
		SP:Iteration 48Q (49074.010000 sec): 3 clusters
  Score: Raw -3547948.200902 + Penalty 3477.823293 = -3544470.377609
  nChanged 37
		SP:Iteration 49Q (49074.470000 sec): 3 clusters
  Score: Raw -3547950.491289 + Penalty 3477.823293 = -3544472.667995
  nChanged 34
		SP:Iteration 50Q (49074.890000 sec): 3 clusters
  Score: Raw -3547952.453493 + Penalty 3477.823293 = -3544474.630200
  nChanged 22
		SP:Iteration 51Q (49075.350000 sec): 3 clusters
  Score: Raw -3547953.589642 + Penalty 3477.823293 = -3544475.766349
  nChanged 16
		SP:Iteration 52Q (49075.760000 sec): 3 clusters
  Score: Raw -3547954.416157 + Penalty 3477.823293 = -3544476.592863
  nChanged 20
		SP:Iteration 53Q (49076.230000 sec): 3 clusters
  Score: Raw -3547955.323296 + Penalty 3477.823293 = -3544477.500002
  nChanged 18
		SP:Iteration 54Q (49076.650000 sec): 3 clusters
  Score: Raw -3547956.170748 + Penalty 3477.823293 = -3544478.347455
  nChanged 17
		SP:Iteration 55Q (49077.110000 sec): 3 clusters
  Score: Raw -3547956.840702 + Penalty 3477.823293 = -3544479.017409
  nChanged 15
		SP:Iteration 56Q (49077.530000 sec): 3 clusters
  Score: Raw -3547957.389764 + Penalty 3477.823293 = -3544479.566471
  nChanged 20
		SP:Iteration 57Q (49078.000000 sec): 3 clusters
  Score: Raw -3547958.528161 + Penalty 3477.823293 = -3544480.704868
  nChanged 21
		SP:Iteration 58Q (49078.450000 sec): 3 clusters
  Score: Raw -3547959.796228 + Penalty 3477.823293 = -3544481.972935
  nChanged 16
		SP:Iteration 59Q (49078.890000 sec): 3 clusters
  Score: Raw -3547960.588014 + Penalty 3477.823293 = -3544482.764721
  nChanged 15
		SP:Iteration 60F (49079.380000 sec): 3 clusters
  Score: Raw -3547961.263882 + Penalty 3477.823293 = -3544483.440589
  nChanged 12
		SP:Iteration 61Q (49079.800000 sec): 3 clusters
  Score: Raw -3547961.930026 + Penalty 3477.823293 = -3544484.106733
  nChanged 16
		SP:Iteration 62Q (49080.260000 sec): 3 clusters
  Score: Raw -3547962.619347 + Penalty 3477.823293 = -3544484.796054
  nChanged 13
		SP:Iteration 63Q (49080.680000 sec): 3 clusters
  Score: Raw -3547963.261869 + Penalty 3477.823293 = -3544485.438576
  nChanged 12
		SP:Iteration 64Q (49081.140000 sec): 3 clusters
  Score: Raw -3547963.993762 + Penalty 3477.823293 = -3544486.170469
  nChanged 9
		SP:Iteration 65Q (49081.560000 sec): 3 clusters
  Score: Raw -3547964.357133 + Penalty 3477.823293 = -3544486.533840
  nChanged 5
		SP:Iteration 66Q (49082.020000 sec): 3 clusters
  Score: Raw -3547964.515784 + Penalty 3477.823293 = -3544486.692491
  nChanged 3
		SP:Iteration 67Q (49082.440000 sec): 3 clusters
  Score: Raw -3547964.656586 + Penalty 3477.823293 = -3544486.833292
  nChanged 8
		SP:Iteration 68Q (49082.900000 sec): 3 clusters
  Score: Raw -3547965.059636 + Penalty 3477.823293 = -3544487.236343
  nChanged 10
		SP:Iteration 69Q (49083.320000 sec): 3 clusters
  Score: Raw -3547965.566379 + Penalty 3477.823293 = -3544487.743086
  nChanged 11
		SP:Iteration 70Q (49083.790000 sec): 3 clusters
  Score: Raw -3547966.181723 + Penalty 3477.823293 = -3544488.358430
  nChanged 18
		SP:Iteration 71Q (49084.200000 sec): 3 clusters
  Score: Raw -3547966.985515 + Penalty 3477.823293 = -3544489.162222
  nChanged 13
		SP:Iteration 72Q (49084.670000 sec): 3 clusters
  Score: Raw -3547967.860884 + Penalty 3477.823293 = -3544490.037591
  nChanged 16
		SP:Iteration 73Q (49085.080000 sec): 3 clusters
  Score: Raw -3547968.715774 + Penalty 3477.823293 = -3544490.892481
  nChanged 11
		SP:Iteration 74Q (49085.550000 sec): 3 clusters
  Score: Raw -3547969.346058 + Penalty 3477.823293 = -3544491.522765
  nChanged 13
		SP:Iteration 75Q (49085.960000 sec): 3 clusters
  Score: Raw -3547969.899064 + Penalty 3477.823293 = -3544492.075770
  nChanged 15
		SP:Iteration 76Q (49086.430000 sec): 3 clusters
  Score: Raw -3547970.793327 + Penalty 3477.823293 = -3544492.970033
  nChanged 22
		SP:Iteration 77Q (49086.840000 sec): 3 clusters
  Score: Raw -3547972.132624 + Penalty 3477.823293 = -3544494.309331
  nChanged 23
		SP:Iteration 78Q (49087.310000 sec): 3 clusters
  Score: Raw -3547973.590561 + Penalty 3477.823293 = -3544495.767267
  nChanged 20
		SP:Iteration 79Q (49087.730000 sec): 3 clusters
  Score: Raw -3547974.530299 + Penalty 3477.823293 = -3544496.707006
  nChanged 14
		SP:Iteration 80F (49088.220000 sec): 3 clusters
  Score: Raw -3547975.238557 + Penalty 3477.823293 = -3544497.415264
  nChanged 16
		SP:Iteration 81Q (49088.670000 sec): 3 clusters
  Score: Raw -3547975.969949 + Penalty 3477.823293 = -3544498.146656
  nChanged 17
		SP:Iteration 82Q (49089.110000 sec): 3 clusters
  Score: Raw -3547976.764954 + Penalty 3477.823293 = -3544498.941661
  nChanged 13
		SP:Iteration 83Q (49089.580000 sec): 3 clusters
  Score: Raw -3547977.368969 + Penalty 3477.823293 = -3544499.545675
  nChanged 11
		SP:Iteration 84Q (49089.990000 sec): 3 clusters
  Score: Raw -3547977.774860 + Penalty 3477.823293 = -3544499.951567
  nChanged 12
		SP:Iteration 85Q (49090.450000 sec): 3 clusters
  Score: Raw -3547978.323402 + Penalty 3477.823293 = -3544500.500109
  nChanged 14
		SP:Iteration 86Q (49090.870000 sec): 3 clusters
  Score: Raw -3547979.168413 + Penalty 3477.823293 = -3544501.345120
  nChanged 15
		SP:Iteration 87Q (49091.330000 sec): 3 clusters
  Score: Raw -3547979.981552 + Penalty 3477.823293 = -3544502.158259
  nChanged 15
		SP:Iteration 88Q (49091.750000 sec): 3 clusters
  Score: Raw -3547980.908050 + Penalty 3477.823293 = -3544503.084756
  nChanged 22
		SP:Iteration 89Q (49092.210000 sec): 3 clusters
  Score: Raw -3547982.005269 + Penalty 3477.823293 = -3544504.181975
  nChanged 18
		SP:Iteration 90Q (49092.620000 sec): 3 clusters
  Score: Raw -3547982.819339 + Penalty 3477.823293 = -3544504.996045
  nChanged 22
		SP:Iteration 91Q (49093.090000 sec): 3 clusters
  Score: Raw -3547984.183935 + Penalty 3477.823293 = -3544506.360642
  nChanged 25
		SP:Iteration 92Q (49093.500000 sec): 3 clusters
  Score: Raw -3547986.034702 + Penalty 3477.823293 = -3544508.211409
  nChanged 22
		SP:Iteration 93Q (49093.970000 sec): 3 clusters
  Score: Raw -3547987.843020 + Penalty 3477.823293 = -3544510.019727
  nChanged 21
		SP:Iteration 94Q (49094.380000 sec): 3 clusters
  Score: Raw -3547989.047060 + Penalty 3477.823293 = -3544511.223766
  nChanged 18
		SP:Iteration 95Q (49094.790000 sec): 3 clusters
  Score: Raw -3547990.255944 + Penalty 3477.823293 = -3544512.432650
  nChanged 17
		SP:Iteration 96Q (49095.250000 sec): 3 clusters
  Score: Raw -3547991.104734 + Penalty 3477.823293 = -3544513.281441
  nChanged 11
		SP:Iteration 97Q (49095.670000 sec): 3 clusters
  Score: Raw -3547991.562121 + Penalty 3477.823293 = -3544513.738827
  nChanged 8
		SP:Iteration 98Q (49096.130000 sec): 3 clusters
  Score: Raw -3547991.989698 + Penalty 3477.823293 = -3544514.166405
  nChanged 9
		SP:Iteration 99Q (49096.550000 sec): 3 clusters
  Score: Raw -3547992.260882 + Penalty 3477.823293 = -3544514.437589
  nChanged 8
		SP:Iteration 100F (49097.030000 sec): 3 clusters
  Score: Raw -3547992.701999 + Penalty 3477.823293 = -3544514.878706
  nChanged 8
		SP:Iteration 101Q (49097.500000 sec): 3 clusters
  Score: Raw -3547993.269892 + Penalty 3477.823293 = -3544515.446599
  nChanged 8
		SP:Iteration 102Q (49097.910000 sec): 3 clusters
  Score: Raw -3547993.662096 + Penalty 3477.823293 = -3544515.838803
  nChanged 9
		SP:Iteration 103Q (49098.370000 sec): 3 clusters
  Score: Raw -3547994.102993 + Penalty 3477.823293 = -3544516.279700
  nChanged 9
		SP:Iteration 104Q (49098.790000 sec): 3 clusters
  Score: Raw -3547994.413545 + Penalty 3477.823293 = -3544516.590251
  nChanged 6
		SP:Iteration 105Q (49099.250000 sec): 3 clusters
  Score: Raw -3547994.637203 + Penalty 3477.823293 = -3544516.813909
  nChanged 6
		SP:Iteration 106Q (49099.690000 sec): 3 clusters
  Score: Raw -3547994.847068 + Penalty 3477.823293 = -3544517.023774
  nChanged 6
		SP:Iteration 107Q (49100.150000 sec): 3 clusters
  Score: Raw -3547995.080158 + Penalty 3477.823293 = -3544517.256865
  nChanged 9
		SP:Iteration 108Q (49100.570000 sec): 3 clusters
  Score: Raw -3547995.325453 + Penalty 3477.823293 = -3544517.502160
  nChanged 3
		SP:Iteration 109Q (49101.030000 sec): 3 clusters
  Score: Raw -3547995.420584 + Penalty 3477.823293 = -3544517.597291
  nChanged 1
		SP:Iteration 110Q (49101.440000 sec): 3 clusters
  Score: Raw -3547995.466222 + Penalty 3477.823293 = -3544517.642929
  nChanged 1
		SP:Iteration 111Q (49101.910000 sec): 3 clusters
  Score: Raw -3547995.495247 + Penalty 3477.823293 = -3544517.671954
  nChanged 2
		SP:Iteration 112Q (49102.320000 sec): 3 clusters
  Score: Raw -3547995.589955 + Penalty 3477.823293 = -3544517.766661
  nChanged 2
		SP:Iteration 113Q (49102.780000 sec): 3 clusters
  Score: Raw -3547995.641635 + Penalty 3477.823293 = -3544517.818342
  nChanged 2
		SP:Iteration 114Q (49103.220000 sec): 3 clusters
  Score: Raw -3547995.722889 + Penalty 3477.823293 = -3544517.899596
  nChanged 1
		SP:Iteration 115Q (49103.680000 sec): 3 clusters
  Score: Raw -3547995.745383 + Penalty 3477.823293 = -3544517.922090
  nChanged 1
		SP:Iteration 116Q (49104.100000 sec): 3 clusters
  Score: Raw -3547995.861017 + Penalty 3477.823293 = -3544518.037723
  nChanged 4
		SP:Iteration 117Q (49104.560000 sec): 3 clusters
  Score: Raw -3547996.059846 + Penalty 3477.823293 = -3544518.236553
  nChanged 4
		SP:Iteration 118Q (49104.980000 sec): 3 clusters
  Score: Raw -3547996.263787 + Penalty 3477.823293 = -3544518.440493
  nChanged 2
		SP:Iteration 119Q (49105.440000 sec): 3 clusters
  Score: Raw -3547996.377405 + Penalty 3477.823293 = -3544518.554112
  nChanged 2
		SP:Iteration 120F (49105.880000 sec): 3 clusters
  Score: Raw -3547996.433344 + Penalty 3477.823293 = -3544518.610051
  nChanged 1
		SP:Iteration 121Q (49106.340000 sec): 3 clusters
  Score: Raw -3547996.457165 + Penalty 3477.823293 = -3544518.633872
  nChanged 1
		SP:Iteration 122Q (49106.760000 sec): 3 clusters
  Score: Raw -3547996.477175 + Penalty 3477.823293 = -3544518.653881
  nChanged 0
		SP:Iteration 123F (49107.240000 sec): 3 clusters
  Score: Raw -3547996.477175 + Penalty 3477.823293 = -3544518.653881
  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 5.70 GB.

 Trying to split cluster 15 (28127 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (49107.450000 sec): 2 clusters
  Score: Raw -2589945.664548 + Penalty 1664.728853 = -2588280.935695
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (49107.760000 sec): 3 clusters
  Score: Raw -2572784.367764 + Penalty 3329.457706 = -2569454.910058
  nChanged 12963
		SP:Iteration 1F (49108.100000 sec): 3 clusters
  Score: Raw -2583885.178135 + Penalty 3329.457706 = -2580555.720429
  nChanged 3919
		SP:Iteration 2F (49108.460000 sec): 3 clusters
  Score: Raw -2591725.189728 + Penalty 3329.457706 = -2588395.732023
  nChanged 4419
		SP:Iteration 3F (49108.810000 sec): 3 clusters
  Score: Raw -2598308.750952 + Penalty 3329.457706 = -2594979.293247
  nChanged 2555
		SP:Iteration 4F (49109.120000 sec): 3 clusters
  Score: Raw -2600731.721086 + Penalty 3329.457706 = -2597402.263381
  nChanged 1166
		SP:Iteration 5Q (49109.460000 sec): 3 clusters
  Score: Raw -2601221.352782 + Penalty 3329.457706 = -2597891.895077
  nChanged 421
		SP:Iteration 6Q (49109.820000 sec): 3 clusters
  Score: Raw -2601302.607042 + Penalty 3329.457706 = -2597973.149336
  nChanged 170
		SP:Iteration 7Q (49110.180000 sec): 3 clusters
  Score: Raw -2601320.971929 + Penalty 3329.457706 = -2597991.514223
  nChanged 74
		SP:Iteration 8Q (49110.540000 sec): 3 clusters
  Score: Raw -2601326.825399 + Penalty 3329.457706 = -2597997.367694
  nChanged 31
		SP:Iteration 9Q (49110.900000 sec): 3 clusters
  Score: Raw -2601328.778929 + Penalty 3329.457706 = -2597999.321223
  nChanged 16
		SP:Iteration 10Q (49111.210000 sec): 3 clusters
  Score: Raw -2601329.567965 + Penalty 3329.457706 = -2598000.110259
  nChanged 14
		SP:Iteration 11Q (49111.540000 sec): 3 clusters
  Score: Raw -2601330.185669 + Penalty 3329.457706 = -2598000.727963
  nChanged 11
		SP:Iteration 12Q (49111.880000 sec): 3 clusters
  Score: Raw -2601330.833096 + Penalty 3329.457706 = -2598001.375390
  nChanged 11
		SP:Iteration 13Q (49112.240000 sec): 3 clusters
  Score: Raw -2601331.511087 + Penalty 3329.457706 = -2598002.053381
  nChanged 9
		SP:Iteration 14Q (49112.600000 sec): 3 clusters
  Score: Raw -2601331.951224 + Penalty 3329.457706 = -2598002.493519
  nChanged 6
		SP:Iteration 15Q (49112.920000 sec): 3 clusters
  Score: Raw -2601332.254540 + Penalty 3329.457706 = -2598002.796835
  nChanged 5
		SP:Iteration 16Q (49113.250000 sec): 3 clusters
  Score: Raw -2601332.510924 + Penalty 3329.457706 = -2598003.053218
  nChanged 6
		SP:Iteration 17Q (49113.610000 sec): 3 clusters
  Score: Raw -2601332.737471 + Penalty 3329.457706 = -2598003.279766
  nChanged 2
		SP:Iteration 18Q (49113.970000 sec): 3 clusters
  Score: Raw -2601332.804073 + Penalty 3329.457706 = -2598003.346367
  nChanged 4
		SP:Iteration 19Q (49114.340000 sec): 3 clusters
  Score: Raw -2601332.948158 + Penalty 3329.457706 = -2598003.490452
  nChanged 5
		SP:Iteration 20F (49114.690000 sec): 3 clusters
  Score: Raw -2601333.168888 + Penalty 3329.457706 = -2598003.711182
  nChanged 7
		SP:Iteration 21Q (49115.000000 sec): 3 clusters
  Score: Raw -2601333.477648 + Penalty 3329.457706 = -2598004.019942
  nChanged 3
		SP:Iteration 22Q (49115.340000 sec): 3 clusters
  Score: Raw -2601333.645529 + Penalty 3329.457706 = -2598004.187823
  nChanged 5
		SP:Iteration 23Q (49115.700000 sec): 3 clusters
  Score: Raw -2601333.877389 + Penalty 3329.457706 = -2598004.419683
  nChanged 3
		SP:Iteration 24Q (49116.060000 sec): 3 clusters
  Score: Raw -2601333.978398 + Penalty 3329.457706 = -2598004.520692
  nChanged 2
		SP:Iteration 25Q (49116.430000 sec): 3 clusters
  Score: Raw -2601334.052692 + Penalty 3329.457706 = -2598004.594986
  nChanged 3
		SP:Iteration 26Q (49116.790000 sec): 3 clusters
  Score: Raw -2601334.154268 + Penalty 3329.457706 = -2598004.696563
  nChanged 1
		SP:Iteration 27Q (49117.100000 sec): 3 clusters
  Score: Raw -2601334.187465 + Penalty 3329.457706 = -2598004.729759
  nChanged 3
		SP:Iteration 28Q (49117.430000 sec): 3 clusters
  Score: Raw -2601334.344878 + Penalty 3329.457706 = -2598004.887173
  nChanged 3
		SP:Iteration 29Q (49117.770000 sec): 3 clusters
  Score: Raw -2601334.444400 + Penalty 3329.457706 = -2598004.986694
  nChanged 1
		SP:Iteration 30Q (49118.130000 sec): 3 clusters
  Score: Raw -2601334.475296 + Penalty 3329.457706 = -2598005.017590
  nChanged 2
		SP:Iteration 31Q (49118.490000 sec): 3 clusters
  Score: Raw -2601334.545539 + Penalty 3329.457706 = -2598005.087833
  nChanged 4
		SP:Iteration 32Q (49118.810000 sec): 3 clusters
  Score: Raw -2601334.663387 + Penalty 3329.457706 = -2598005.205682
  nChanged 2
		SP:Iteration 33Q (49119.150000 sec): 3 clusters
  Score: Raw -2601334.760807 + Penalty 3329.457706 = -2598005.303102
  nChanged 2
		SP:Iteration 34Q (49119.510000 sec): 3 clusters
  Score: Raw -2601334.874845 + Penalty 3329.457706 = -2598005.417139
  nChanged 2
		SP:Iteration 35Q (49119.870000 sec): 3 clusters
  Score: Raw -2601334.962812 + Penalty 3329.457706 = -2598005.505106
  nChanged 2
		SP:Iteration 36Q (49120.230000 sec): 3 clusters
  Score: Raw -2601335.036762 + Penalty 3329.457706 = -2598005.579056
  nChanged 2
		SP:Iteration 37Q (49120.590000 sec): 3 clusters
  Score: Raw -2601335.140302 + Penalty 3329.457706 = -2598005.682596
  nChanged 1
		SP:Iteration 38Q (49120.950000 sec): 3 clusters
  Score: Raw -2601335.159127 + Penalty 3329.457706 = -2598005.701422
  nChanged 1
		SP:Iteration 39Q (49121.270000 sec): 3 clusters
  Score: Raw -2601335.214198 + Penalty 3329.457706 = -2598005.756492
  nChanged 1
		SP:Iteration 40F (49121.600000 sec): 3 clusters
  Score: Raw -2601335.228140 + Penalty 3329.457706 = -2598005.770435
  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 5.70 GB.

 Trying to split cluster 16 (104688 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (49122.280000 sec): 2 clusters
  Score: Raw -9215689.206671 + Penalty 1878.295214 = -9213810.911458
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (49123.260000 sec): 3 clusters
  Score: Raw -9147776.954899 + Penalty 3756.590428 = -9144020.364471
  nChanged 50135
		SP:Iteration 1F (49124.210000 sec): 3 clusters
  Score: Raw -9182132.111912 + Penalty 3756.590428 = -9178375.521485
  nChanged 9480
		SP:Iteration 2F (49125.160000 sec): 3 clusters
  Score: Raw -9193721.686314 + Penalty 3756.590428 = -9189965.095887
  nChanged 13103
		SP:Iteration 3F (49126.120000 sec): 3 clusters
  Score: Raw -9210815.881718 + Penalty 3756.590428 = -9207059.291291
  nChanged 11816
		SP:Iteration 4F (49127.100000 sec): 3 clusters
  Score: Raw -9222476.349479 + Penalty 3756.590428 = -9218719.759051
  nChanged 7369
		SP:Iteration 5F (49128.060000 sec): 3 clusters
  Score: Raw -9226852.886684 + Penalty 3756.590428 = -9223096.296257
  nChanged 4077
		SP:Iteration 6Q (49129.050000 sec): 3 clusters
  Score: Raw -9228283.256991 + Penalty 3756.590428 = -9224526.666563
  nChanged 2287
		SP:Iteration 7Q (49130.040000 sec): 3 clusters
  Score: Raw -9228796.974920 + Penalty 3756.590428 = -9225040.384493
  nChanged 1387
		SP:Iteration 8Q (49131.010000 sec): 3 clusters
  Score: Raw -9229015.733554 + Penalty 3756.590428 = -9225259.143126
  nChanged 858
		SP:Iteration 9Q (49131.990000 sec): 3 clusters
  Score: Raw -9229119.651847 + Penalty 3756.590428 = -9225363.061419
  nChanged 672
		SP:Iteration 10Q (49133.020000 sec): 3 clusters
  Score: Raw -9229190.427127 + Penalty 3756.590428 = -9225433.836699
  nChanged 498
		SP:Iteration 11Q (49134.020000 sec): 3 clusters
  Score: Raw -9229232.600930 + Penalty 3756.590428 = -9225476.010503
  nChanged 378
		SP:Iteration 12Q (49135.000000 sec): 3 clusters
  Score: Raw -9229258.805762 + Penalty 3756.590428 = -9225502.215334
  nChanged 282
		SP:Iteration 13Q (49136.030000 sec): 3 clusters
  Score: Raw -9229275.563571 + Penalty 3756.590428 = -9225518.973143
  nChanged 220
		SP:Iteration 14Q (49137.030000 sec): 3 clusters
  Score: Raw -9229287.321150 + Penalty 3756.590428 = -9225530.730722
  nChanged 177
		SP:Iteration 15Q (49138.000000 sec): 3 clusters
  Score: Raw -9229296.821870 + Penalty 3756.590428 = -9225540.231443
  nChanged 149
		SP:Iteration 16Q (49139.030000 sec): 3 clusters
  Score: Raw -9229303.627649 + Penalty 3756.590428 = -9225547.037222
  nChanged 136
		SP:Iteration 17Q (49140.040000 sec): 3 clusters
  Score: Raw -9229308.876232 + Penalty 3756.590428 = -9225552.285805
  nChanged 104
		SP:Iteration 18Q (49141.010000 sec): 3 clusters
  Score: Raw -9229312.364429 + Penalty 3756.590428 = -9225555.774001
  nChanged 82
		SP:Iteration 19Q (49141.980000 sec): 3 clusters
  Score: Raw -9229314.859829 + Penalty 3756.590428 = -9225558.269401
  nChanged 69
		SP:Iteration 20F (49142.920000 sec): 3 clusters
  Score: Raw -9229317.554634 + Penalty 3756.590428 = -9225560.964206
  nChanged 62
		SP:Iteration 21Q (49143.900000 sec): 3 clusters
  Score: Raw -9229319.425036 + Penalty 3756.590428 = -9225562.834609
  nChanged 55
		SP:Iteration 22Q (49144.880000 sec): 3 clusters
  Score: Raw -9229321.564536 + Penalty 3756.590428 = -9225564.974108
  nChanged 54
		SP:Iteration 23Q (49145.910000 sec): 3 clusters
  Score: Raw -9229323.880108 + Penalty 3756.590428 = -9225567.289680
  nChanged 58
		SP:Iteration 24Q (49146.910000 sec): 3 clusters
  Score: Raw -9229326.004191 + Penalty 3756.590428 = -9225569.413763
  nChanged 84
		SP:Iteration 25Q (49147.880000 sec): 3 clusters
  Score: Raw -9229328.778939 + Penalty 3756.590428 = -9225572.188511
  nChanged 65
		SP:Iteration 26Q (49148.870000 sec): 3 clusters
  Score: Raw -9229330.985425 + Penalty 3756.590428 = -9225574.394997
  nChanged 64
		SP:Iteration 27Q (49149.890000 sec): 3 clusters
  Score: Raw -9229332.494248 + Penalty 3756.590428 = -9225575.903821
  nChanged 44
		SP:Iteration 28Q (49150.900000 sec): 3 clusters
  Score: Raw -9229333.505793 + Penalty 3756.590428 = -9225576.915365
  nChanged 44
		SP:Iteration 29Q (49151.880000 sec): 3 clusters
  Score: Raw -9229334.655333 + Penalty 3756.590428 = -9225578.064905
  nChanged 40
		SP:Iteration 30Q (49152.910000 sec): 3 clusters
  Score: Raw -9229335.801202 + Penalty 3756.590428 = -9225579.210774
  nChanged 35
		SP:Iteration 31Q (49153.910000 sec): 3 clusters
  Score: Raw -9229336.409138 + Penalty 3756.590428 = -9225579.818711
  nChanged 21
		SP:Iteration 32Q (49154.900000 sec): 3 clusters
  Score: Raw -9229336.665491 + Penalty 3756.590428 = -9225580.075064
  nChanged 19
		SP:Iteration 33Q (49155.880000 sec): 3 clusters
  Score: Raw -9229336.965064 + Penalty 3756.590428 = -9225580.374637
  nChanged 14
		SP:Iteration 34Q (49156.900000 sec): 3 clusters
  Score: Raw -9229337.202280 + Penalty 3756.590428 = -9225580.611853
  nChanged 17
		SP:Iteration 35Q (49157.900000 sec): 3 clusters
  Score: Raw -9229337.486451 + Penalty 3756.590428 = -9225580.896024
  nChanged 22
		SP:Iteration 36Q (49158.880000 sec): 3 clusters
  Score: Raw -9229337.768464 + Penalty 3756.590428 = -9225581.178037
  nChanged 14
		SP:Iteration 37Q (49159.860000 sec): 3 clusters
  Score: Raw -9229337.966669 + Penalty 3756.590428 = -9225581.376242
  nChanged 14
		SP:Iteration 38Q (49160.890000 sec): 3 clusters
  Score: Raw -9229338.130901 + Penalty 3756.590428 = -9225581.540474
  nChanged 9
		SP:Iteration 39Q (49161.900000 sec): 3 clusters
  Score: Raw -9229338.205252 + Penalty 3756.590428 = -9225581.614824
  nChanged 8
		SP:Iteration 40F (49162.830000 sec): 3 clusters
  Score: Raw -9229338.287602 + Penalty 3756.590428 = -9225581.697174
  nChanged 5
		SP:Iteration 41Q (49163.810000 sec): 3 clusters
  Score: Raw -9229338.335681 + Penalty 3756.590428 = -9225581.745254
  nChanged 5
		SP:Iteration 42Q (49164.790000 sec): 3 clusters
  Score: Raw -9229338.381063 + Penalty 3756.590428 = -9225581.790636
  nChanged 4
		SP:Iteration 43Q (49165.820000 sec): 3 clusters
  Score: Raw -9229338.414884 + Penalty 3756.590428 = -9225581.824456
  nChanged 4
		SP:Iteration 44Q (49166.820000 sec): 3 clusters
  Score: Raw -9229338.450977 + Penalty 3756.590428 = -9225581.860549
  nChanged 1
		SP:Iteration 45Q (49167.810000 sec): 3 clusters
  Score: Raw -9229338.459148 + Penalty 3756.590428 = -9225581.868720
  nChanged 0
		SP:Iteration 46F (49168.750000 sec): 3 clusters
  Score: Raw -9229338.459148 + Penalty 3756.590428 = -9225581.868720
  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 5.70 GB.

 Trying to split cluster 17 (7026 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (49168.830000 sec): 2 clusters
  Score: Raw -474567.348997 + Penalty 1439.323085 = -473128.025912
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (49168.990000 sec): 3 clusters
  Score: Raw -471439.325242 + Penalty 2878.646171 = -468560.679071
  nChanged 3121
		SP:Iteration 1F (49169.110000 sec): 3 clusters
  Score: Raw -481778.117088 + Penalty 2878.646171 = -478899.470918
  nChanged 1166
		SP:Iteration 2F (49169.210000 sec): 3 clusters
  Score: Raw -492562.648297 + Penalty 2878.646171 = -489684.002127
  nChanged 827
		SP:Iteration 3F (49169.330000 sec): 3 clusters
  Score: Raw -498075.705533 + Penalty 2878.646171 = -495197.059362
  nChanged 431
		SP:Iteration 4F (49169.440000 sec): 3 clusters
  Score: Raw -502644.078283 + Penalty 2878.646171 = -499765.432112
  nChanged 99
		SP:Iteration 5Q (49169.540000 sec): 3 clusters
  Score: Raw -504636.444979 + Penalty 2878.646171 = -501757.798808
  nChanged 9
		SP:Iteration 6Q (49169.640000 sec): 3 clusters
  Score: Raw -504662.412897 + Penalty 2878.646171 = -501783.766726
  nChanged 3
		SP:Iteration 7Q (49169.760000 sec): 3 clusters
  Score: Raw -504665.029481 + Penalty 2878.646171 = -501786.383310
  nChanged 1
		SP:Iteration 8Q (49169.870000 sec): 3 clusters
  Score: Raw -504665.624032 + Penalty 2878.646171 = -501786.977862
  nChanged 0
		SP:Iteration 9F (49170.000000 sec): 3 clusters
  Score: Raw -504665.624032 + Penalty 2878.646171 = -501786.977862
  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 5.70 GB.

 Trying to split cluster 19 (20945 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (49170.230000 sec): 2 clusters
  Score: Raw -1747855.654024 + Penalty 1616.818975 = -1746238.835048
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (49170.480000 sec): 3 clusters
  Score: Raw -1735301.662997 + Penalty 3233.637951 = -1732068.025046
  nChanged 9585
		SP:Iteration 1F (49170.750000 sec): 3 clusters
  Score: Raw -1743261.880633 + Penalty 3233.637951 = -1740028.242682
  nChanged 2261
		SP:Iteration 2F (49171.030000 sec): 3 clusters
  Score: Raw -1746341.570326 + Penalty 3233.637951 = -1743107.932375
  nChanged 2256
		SP:Iteration 3F (49171.280000 sec): 3 clusters
  Score: Raw -1748643.424331 + Penalty 3233.637951 = -1745409.786380
  nChanged 1928
		SP:Iteration 4F (49171.540000 sec): 3 clusters
  Score: Raw -1750846.888370 + Penalty 3233.637951 = -1747613.250419
  nChanged 1672
		SP:Iteration 5F (49171.780000 sec): 3 clusters
  Score: Raw -1753093.705459 + Penalty 3233.637951 = -1749860.067508
  nChanged 1421
		SP:Iteration 6F (49172.060000 sec): 3 clusters
  Score: Raw -1754839.266646 + Penalty 3233.637951 = -1751605.628695
  nChanged 1106
		SP:Iteration 7F (49172.330000 sec): 3 clusters
  Score: Raw -1755928.577598 + Penalty 3233.637951 = -1752694.939648
  nChanged 807
		SP:Iteration 8Q (49172.590000 sec): 3 clusters
  Score: Raw -1756497.272506 + Penalty 3233.637951 = -1753263.634555
  nChanged 524
		SP:Iteration 9Q (49172.850000 sec): 3 clusters
  Score: Raw -1756768.247285 + Penalty 3233.637951 = -1753534.609334
  nChanged 398
		SP:Iteration 10Q (49173.100000 sec): 3 clusters
  Score: Raw -1756931.273759 + Penalty 3233.637951 = -1753697.635808
  nChanged 293
		SP:Iteration 11Q (49173.370000 sec): 3 clusters
  Score: Raw -1757033.928878 + Penalty 3233.637951 = -1753800.290927
  nChanged 253
		SP:Iteration 12Q (49173.610000 sec): 3 clusters
  Score: Raw -1757116.916799 + Penalty 3233.637951 = -1753883.278848
  nChanged 205
		SP:Iteration 13Q (49173.870000 sec): 3 clusters
  Score: Raw -1757165.803716 + Penalty 3233.637951 = -1753932.165765
  nChanged 166
		SP:Iteration 14Q (49174.120000 sec): 3 clusters
  Score: Raw -1757195.950596 + Penalty 3233.637951 = -1753962.312646
  nChanged 122
		SP:Iteration 15Q (49174.390000 sec): 3 clusters
  Score: Raw -1757215.198251 + Penalty 3233.637951 = -1753981.560300
  nChanged 107
		SP:Iteration 16Q (49174.630000 sec): 3 clusters
  Score: Raw -1757230.419874 + Penalty 3233.637951 = -1753996.781923
  nChanged 89
		SP:Iteration 17Q (49174.890000 sec): 3 clusters
  Score: Raw -1757242.797128 + Penalty 3233.637951 = -1754009.159177
  nChanged 84
		SP:Iteration 18Q (49175.140000 sec): 3 clusters
  Score: Raw -1757253.242359 + Penalty 3233.637951 = -1754019.604408
  nChanged 86
		SP:Iteration 19Q (49175.400000 sec): 3 clusters
  Score: Raw -1757262.786218 + Penalty 3233.637951 = -1754029.148267
  nChanged 62
		SP:Iteration 20F (49175.660000 sec): 3 clusters
  Score: Raw -1757269.347370 + Penalty 3233.637951 = -1754035.709419
  nChanged 61
		SP:Iteration 21Q (49175.920000 sec): 3 clusters
  Score: Raw -1757275.452952 + Penalty 3233.637951 = -1754041.815001
  nChanged 40
		SP:Iteration 22Q (49176.160000 sec): 3 clusters
  Score: Raw -1757279.011171 + Penalty 3233.637951 = -1754045.373220
  nChanged 33
		SP:Iteration 23Q (49176.440000 sec): 3 clusters
  Score: Raw -1757283.708000 + Penalty 3233.637951 = -1754050.070049
  nChanged 40
		SP:Iteration 24Q (49176.680000 sec): 3 clusters
  Score: Raw -1757289.981806 + Penalty 3233.637951 = -1754056.343855
  nChanged 37
		SP:Iteration 25Q (49176.940000 sec): 3 clusters
  Score: Raw -1757295.927972 + Penalty 3233.637951 = -1754062.290021
  nChanged 42
		SP:Iteration 26Q (49177.190000 sec): 3 clusters
  Score: Raw -1757303.165116 + Penalty 3233.637951 = -1754069.527165
  nChanged 41
		SP:Iteration 27Q (49177.460000 sec): 3 clusters
  Score: Raw -1757310.048138 + Penalty 3233.637951 = -1754076.410187
  nChanged 52
		SP:Iteration 28Q (49177.730000 sec): 3 clusters
  Score: Raw -1757319.661407 + Penalty 3233.637951 = -1754086.023456
  nChanged 41
		SP:Iteration 29Q (49178.010000 sec): 3 clusters
  Score: Raw -1757326.514136 + Penalty 3233.637951 = -1754092.876185
  nChanged 42
		SP:Iteration 30Q (49178.260000 sec): 3 clusters
  Score: Raw -1757335.784060 + Penalty 3233.637951 = -1754102.146109
  nChanged 59
		SP:Iteration 31Q (49178.510000 sec): 3 clusters
  Score: Raw -1757346.434828 + Penalty 3233.637951 = -1754112.796877
  nChanged 56
		SP:Iteration 32Q (49178.750000 sec): 3 clusters
  Score: Raw -1757356.273246 + Penalty 3233.637951 = -1754122.635295
  nChanged 67
		SP:Iteration 33Q (49179.000000 sec): 3 clusters
  Score: Raw -1757367.897200 + Penalty 3233.637951 = -1754134.259249
  nChanged 70
		SP:Iteration 34Q (49179.260000 sec): 3 clusters
  Score: Raw -1757378.770847 + Penalty 3233.637951 = -1754145.132896
  nChanged 61
		SP:Iteration 35Q (49179.500000 sec): 3 clusters
  Score: Raw -1757386.297935 + Penalty 3233.637951 = -1754152.659984
  nChanged 49
		SP:Iteration 36Q (49179.770000 sec): 3 clusters
  Score: Raw -1757392.213930 + Penalty 3233.637951 = -1754158.575979
  nChanged 46
		SP:Iteration 37Q (49180.040000 sec): 3 clusters
  Score: Raw -1757398.582901 + Penalty 3233.637951 = -1754164.944950
  nChanged 37
		SP:Iteration 38Q (49180.320000 sec): 3 clusters
  Score: Raw -1757402.980385 + Penalty 3233.637951 = -1754169.342435
  nChanged 47
		SP:Iteration 39Q (49180.580000 sec): 3 clusters
  Score: Raw -1757409.311825 + Penalty 3233.637951 = -1754175.673874
  nChanged 55
		SP:Iteration 40F (49180.820000 sec): 3 clusters
  Score: Raw -1757416.654273 + Penalty 3233.637951 = -1754183.016322
  nChanged 43
		SP:Iteration 41Q (49181.100000 sec): 3 clusters
  Score: Raw -1757422.347494 + Penalty 3233.637951 = -1754188.709543
  nChanged 34
		SP:Iteration 42Q (49181.370000 sec): 3 clusters
  Score: Raw -1757425.877807 + Penalty 3233.637951 = -1754192.239856
  nChanged 32
		SP:Iteration 43Q (49181.610000 sec): 3 clusters
  Score: Raw -1757429.113470 + Penalty 3233.637951 = -1754195.475519
  nChanged 23
		SP:Iteration 44Q (49181.870000 sec): 3 clusters
  Score: Raw -1757431.620445 + Penalty 3233.637951 = -1754197.982494
  nChanged 22
		SP:Iteration 45Q (49182.120000 sec): 3 clusters
  Score: Raw -1757433.664081 + Penalty 3233.637951 = -1754200.026130
  nChanged 21
		SP:Iteration 46Q (49182.390000 sec): 3 clusters
  Score: Raw -1757435.594517 + Penalty 3233.637951 = -1754201.956566
  nChanged 20
		SP:Iteration 47Q (49182.660000 sec): 3 clusters
  Score: Raw -1757437.232350 + Penalty 3233.637951 = -1754203.594399
  nChanged 11
		SP:Iteration 48Q (49182.920000 sec): 3 clusters
  Score: Raw -1757438.394491 + Penalty 3233.637951 = -1754204.756540
  nChanged 15
		SP:Iteration 49Q (49183.180000 sec): 3 clusters
  Score: Raw -1757439.385412 + Penalty 3233.637951 = -1754205.747461
  nChanged 14
		SP:Iteration 50Q (49183.430000 sec): 3 clusters
  Score: Raw -1757440.875959 + Penalty 3233.637951 = -1754207.238008
  nChanged 16
		SP:Iteration 51Q (49183.700000 sec): 3 clusters
  Score: Raw -1757442.396312 + Penalty 3233.637951 = -1754208.758362
  nChanged 19
		SP:Iteration 52Q (49183.950000 sec): 3 clusters
  Score: Raw -1757444.279498 + Penalty 3233.637951 = -1754210.641547
  nChanged 23
		SP:Iteration 53Q (49184.210000 sec): 3 clusters
  Score: Raw -1757446.322677 + Penalty 3233.637951 = -1754212.684726
  nChanged 15
		SP:Iteration 54Q (49184.460000 sec): 3 clusters
  Score: Raw -1757447.498368 + Penalty 3233.637951 = -1754213.860418
  nChanged 8
		SP:Iteration 55Q (49184.730000 sec): 3 clusters
  Score: Raw -1757448.158860 + Penalty 3233.637951 = -1754214.520909
  nChanged 5
		SP:Iteration 56Q (49185.000000 sec): 3 clusters
  Score: Raw -1757448.604150 + Penalty 3233.637951 = -1754214.966199
  nChanged 5
		SP:Iteration 57Q (49185.260000 sec): 3 clusters
  Score: Raw -1757449.069890 + Penalty 3233.637951 = -1754215.431939
  nChanged 5
		SP:Iteration 58Q (49185.520000 sec): 3 clusters
  Score: Raw -1757449.286064 + Penalty 3233.637951 = -1754215.648113
  nChanged 5
		SP:Iteration 59Q (49185.760000 sec): 3 clusters
  Score: Raw -1757449.520476 + Penalty 3233.637951 = -1754215.882525
  nChanged 3
		SP:Iteration 60F (49186.040000 sec): 3 clusters
  Score: Raw -1757449.608879 + Penalty 3233.637951 = -1754215.970929
  nChanged 2
		SP:Iteration 61Q (49186.310000 sec): 3 clusters
  Score: Raw -1757449.662603 + Penalty 3233.637951 = -1754216.024652
  nChanged 1
		SP:Iteration 62Q (49186.580000 sec): 3 clusters
  Score: Raw -1757449.712280 + Penalty 3233.637951 = -1754216.074329
  nChanged 1
		SP:Iteration 63Q (49186.840000 sec): 3 clusters
  Score: Raw -1757449.767013 + Penalty 3233.637951 = -1754216.129062
  nChanged 3
		SP:Iteration 64Q (49187.090000 sec): 3 clusters
  Score: Raw -1757449.898015 + Penalty 3233.637951 = -1754216.260064
  nChanged 3
		SP:Iteration 65Q (49187.360000 sec): 3 clusters
  Score: Raw -1757450.040181 + Penalty 3233.637951 = -1754216.402230
  nChanged 3
		SP:Iteration 66Q (49187.630000 sec): 3 clusters
  Score: Raw -1757450.153139 + Penalty 3233.637951 = -1754216.515188
  nChanged 2
		SP:Iteration 67Q (49187.900000 sec): 3 clusters
  Score: Raw -1757450.227584 + Penalty 3233.637951 = -1754216.589633
  nChanged 2
		SP:Iteration 68Q (49188.180000 sec): 3 clusters
  Score: Raw -1757450.397591 + Penalty 3233.637951 = -1754216.759640
  nChanged 2
		SP:Iteration 69Q (49188.450000 sec): 3 clusters
  Score: Raw -1757450.555725 + Penalty 3233.637951 = -1754216.917774
  nChanged 3
		SP:Iteration 70Q (49188.710000 sec): 3 clusters
  Score: Raw -1757450.743926 + Penalty 3233.637951 = -1754217.105976
  nChanged 1
		SP:Iteration 71Q (49188.960000 sec): 3 clusters
  Score: Raw -1757450.776447 + Penalty 3233.637951 = -1754217.138496
  nChanged 0
		SP:Iteration 72F (49189.230000 sec): 3 clusters
  Score: Raw -1757450.776447 + Penalty 3233.637951 = -1754217.138496
  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 5.70 GB.

 Trying to split cluster 20 (19737 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (49189.400000 sec): 2 clusters
  Score: Raw -1723939.785332 + Penalty 1607.165678 = -1722332.619654
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (49189.670000 sec): 3 clusters
  Score: Raw -1712056.789277 + Penalty 3214.331356 = -1708842.457921
  nChanged 8925
		SP:Iteration 1F (49189.960000 sec): 3 clusters
  Score: Raw -1719008.193185 + Penalty 3214.331356 = -1715793.861829
  nChanged 2381
		SP:Iteration 2F (49190.240000 sec): 3 clusters
  Score: Raw -1722581.812968 + Penalty 3214.331356 = -1719367.481612
  nChanged 2774
		SP:Iteration 3F (49190.560000 sec): 3 clusters
  Score: Raw -1726383.339668 + Penalty 3214.331356 = -1723169.008312
  nChanged 1850
		SP:Iteration 4F (49190.840000 sec): 3 clusters
  Score: Raw -1728180.955078 + Penalty 3214.331356 = -1724966.623722
  nChanged 1039
		SP:Iteration 5F (49191.110000 sec): 3 clusters
  Score: Raw -1728911.972593 + Penalty 3214.331356 = -1725697.641237
  nChanged 662
		SP:Iteration 6Q (49191.370000 sec): 3 clusters
  Score: Raw -1729302.883817 + Penalty 3214.331356 = -1726088.552462
  nChanged 518
		SP:Iteration 7Q (49191.630000 sec): 3 clusters
  Score: Raw -1729610.906170 + Penalty 3214.331356 = -1726396.574815
  nChanged 530
		SP:Iteration 8Q (49191.900000 sec): 3 clusters
  Score: Raw -1729979.949754 + Penalty 3214.331356 = -1726765.618399
  nChanged 631
		SP:Iteration 9Q (49192.150000 sec): 3 clusters
  Score: Raw -1730729.638934 + Penalty 3214.331356 = -1727515.307578
  nChanged 822
		SP:Iteration 10Q (49192.400000 sec): 3 clusters
  Score: Raw -1732474.434886 + Penalty 3214.331356 = -1729260.103530
  nChanged 837
		SP:Iteration 11Q (49192.670000 sec): 3 clusters
  Score: Raw -1734523.590710 + Penalty 3214.331356 = -1731309.259354
  nChanged 594
		SP:Iteration 12Q (49192.910000 sec): 3 clusters
  Score: Raw -1735383.107669 + Penalty 3214.331356 = -1732168.776313
  nChanged 352
		SP:Iteration 13Q (49193.140000 sec): 3 clusters
  Score: Raw -1735632.039810 + Penalty 3214.331356 = -1732417.708454
  nChanged 200
		SP:Iteration 14Q (49193.380000 sec): 3 clusters
  Score: Raw -1735734.723229 + Penalty 3214.331356 = -1732520.391873
  nChanged 157
		SP:Iteration 15Q (49193.610000 sec): 3 clusters
  Score: Raw -1735804.918252 + Penalty 3214.331356 = -1732590.586896
  nChanged 149
		SP:Iteration 16Q (49193.860000 sec): 3 clusters
  Score: Raw -1735866.264849 + Penalty 3214.331356 = -1732651.933493
  nChanged 145
		SP:Iteration 17Q (49194.100000 sec): 3 clusters
  Score: Raw -1735930.500330 + Penalty 3214.331356 = -1732716.168974
  nChanged 122
		SP:Iteration 18Q (49194.360000 sec): 3 clusters
  Score: Raw -1735975.665361 + Penalty 3214.331356 = -1732761.334005
  nChanged 100
		SP:Iteration 19Q (49194.600000 sec): 3 clusters
  Score: Raw -1736006.472003 + Penalty 3214.331356 = -1732792.140648
  nChanged 78
		SP:Iteration 20F (49194.850000 sec): 3 clusters
  Score: Raw -1736027.622949 + Penalty 3214.331356 = -1732813.291594
  nChanged 54
		SP:Iteration 21Q (49195.110000 sec): 3 clusters
  Score: Raw -1736037.270449 + Penalty 3214.331356 = -1732822.939093
  nChanged 38
		SP:Iteration 22Q (49195.360000 sec): 3 clusters
  Score: Raw -1736042.954981 + Penalty 3214.331356 = -1732828.623625
  nChanged 29
		SP:Iteration 23Q (49195.590000 sec): 3 clusters
  Score: Raw -1736046.010359 + Penalty 3214.331356 = -1732831.679003
  nChanged 24
		SP:Iteration 24Q (49195.870000 sec): 3 clusters
  Score: Raw -1736048.860593 + Penalty 3214.331356 = -1732834.529237
  nChanged 20
		SP:Iteration 25Q (49196.110000 sec): 3 clusters
  Score: Raw -1736050.925812 + Penalty 3214.331356 = -1732836.594457
  nChanged 14
		SP:Iteration 26Q (49196.350000 sec): 3 clusters
  Score: Raw -1736052.267268 + Penalty 3214.331356 = -1732837.935912
  nChanged 11
		SP:Iteration 27Q (49196.610000 sec): 3 clusters
  Score: Raw -1736053.108081 + Penalty 3214.331356 = -1732838.776725
  nChanged 5
		SP:Iteration 28Q (49196.840000 sec): 3 clusters
  Score: Raw -1736053.273965 + Penalty 3214.331356 = -1732838.942609
  nChanged 3
		SP:Iteration 29Q (49197.100000 sec): 3 clusters
  Score: Raw -1736053.525116 + Penalty 3214.331356 = -1732839.193760
  nChanged 2
		SP:Iteration 30Q (49197.350000 sec): 3 clusters
  Score: Raw -1736053.574079 + Penalty 3214.331356 = -1732839.242723
  nChanged 0
		SP:Iteration 31F (49197.610000 sec): 3 clusters
  Score: Raw -1736053.574079 + Penalty 3214.331356 = -1732839.242723
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 38.
Iteration 20F (49309.900000 sec): 39 clusters
  Score: Raw -66594033.346638 + Penalty 83854.426226 = -66510178.920412
  nChanged 42851
Iteration 21F (49422.000000 sec): 39 clusters
  Score: Raw -66620304.784599 + Penalty 83854.426226 = -66536450.358373
  nChanged 18481
Iteration 22Q (49502.590000 sec): 39 clusters
  Score: Raw -66629855.092104 + Penalty 83854.426226 = -66546000.665878
  nChanged 12457
Iteration 23Q (49583.230000 sec): 39 clusters
  Score: Raw -66635083.091749 + Penalty 83854.426226 = -66551228.665523
  nChanged 9743
Iteration 24Q (49663.710000 sec): 39 clusters
  Score: Raw -66638523.583727 + Penalty 83854.426226 = -66554669.157501
  nChanged 8032
Iteration 25Q (49744.360000 sec): 39 clusters
  Score: Raw -66640948.117536 + Penalty 83854.426226 = -66557093.691310
  nChanged 6825
Iteration 26Q (49824.840000 sec): 39 clusters
  Score: Raw -66642799.374558 + Penalty 83854.426226 = -66558944.948332
  nChanged 5791
Iteration 27Q (49905.600000 sec): 39 clusters
  Score: Raw -66644217.214944 + Penalty 83854.426226 = -66560362.788718
  nChanged 4905
Iteration 28Q (49986.210000 sec): 39 clusters
  Score: Raw -66645350.352337 + Penalty 83854.426226 = -66561495.926111
  nChanged 4304
Iteration 29Q (50066.740000 sec): 39 clusters
  Score: Raw -66646312.294848 + Penalty 83854.426226 = -66562457.868622
  nChanged 3881
Iteration 30Q (50147.410000 sec): 39 clusters
  Score: Raw -66647164.754372 + Penalty 83854.426226 = -66563310.328146
  nChanged 3518
Iteration 31Q (50228.230000 sec): 39 clusters
  Score: Raw -66647880.742652 + Penalty 83854.426226 = -66564026.316426
  nChanged 3146
Iteration 32Q (50308.880000 sec): 39 clusters
  Score: Raw -66648492.238110 + Penalty 83854.426226 = -66564637.811884
  nChanged 2732
Iteration 33Q (50389.510000 sec): 39 clusters
  Score: Raw -66648983.755665 + Penalty 83854.426226 = -66565129.329439
  nChanged 2427
Iteration 34Q (50470.150000 sec): 39 clusters
  Score: Raw -66649423.009478 + Penalty 83854.426226 = -66565568.583253
  nChanged 2227
Iteration 35Q (50550.570000 sec): 39 clusters
  Score: Raw -66649784.704134 + Penalty 83854.426226 = -66565930.277908
  nChanged 1981
Iteration 36Q (50631.160000 sec): 39 clusters
  Score: Raw -66650091.079268 + Penalty 83854.426226 = -66566236.653042
  nChanged 1772
Iteration 37Q (50711.750000 sec): 39 clusters
  Score: Raw -66650391.341082 + Penalty 83854.426226 = -66566536.914856
  nChanged 1592
Iteration 38Q (50792.310000 sec): 39 clusters
  Score: Raw -66650642.644341 + Penalty 83854.426226 = -66566788.218115
  nChanged 1480
Iteration 39Q (50873.040000 sec): 39 clusters
  Score: Raw -66650866.934829 + Penalty 83854.426226 = -66567012.508603
  nChanged 1341
Iteration 40F (50985.220000 sec): 39 clusters
  Score: Raw -66651551.946225 + Penalty 83854.426226 = -66567697.520000
  nChanged 1559
Iteration 41Q (51065.650000 sec): 39 clusters
  Score: Raw -66652510.475066 + Penalty 83854.426226 = -66568656.048840
  nChanged 1792
Iteration 42Q (51146.430000 sec): 39 clusters
  Score: Raw -66653048.524094 + Penalty 83854.426226 = -66569194.097868
  nChanged 1756
Iteration 43Q (51227.160000 sec): 39 clusters
  Score: Raw -66653397.418385 + Penalty 83854.426226 = -66569542.992159
  nChanged 1649
Iteration 44Q (51307.810000 sec): 39 clusters
  Score: Raw -66653719.358917 + Penalty 83854.426226 = -66569864.932692
  nChanged 1522
Iteration 45Q (51388.640000 sec): 39 clusters
  Score: Raw -66654037.369267 + Penalty 83854.426226 = -66570182.943041
  nChanged 1405
Iteration 46Q (51469.300000 sec): 39 clusters
  Score: Raw -66654324.132293 + Penalty 83854.426226 = -66570469.706067
  nChanged 1324
Iteration 47Q (51550.130000 sec): 39 clusters
  Score: Raw -66654600.345245 + Penalty 83854.426226 = -66570745.919020
  nChanged 1182
Iteration 48Q (51630.970000 sec): 39 clusters
  Score: Raw -66654834.612796 + Penalty 83854.426226 = -66570980.186570
  nChanged 1056
Iteration 49Q (51711.550000 sec): 39 clusters
  Score: Raw -66655031.091435 + Penalty 83854.426226 = -66571176.665210
  nChanged 921
Iteration 50Q (51792.060000 sec): 39 clusters
  Score: Raw -66655194.829996 + Penalty 83854.426226 = -66571340.403770
  nChanged 825
Iteration 51Q (51872.730000 sec): 39 clusters
  Score: Raw -66655345.324728 + Penalty 83854.426226 = -66571490.898503
  nChanged 771
Iteration 52Q (51953.440000 sec): 39 clusters
  Score: Raw -66655490.143478 + Penalty 83854.426226 = -66571635.717252
  nChanged 734
Iteration 53Q (52033.930000 sec): 39 clusters
  Score: Raw -66655629.507285 + Penalty 83854.426226 = -66571775.081059
  nChanged 687
Iteration 54Q (52114.620000 sec): 39 clusters
  Score: Raw -66655752.754729 + Penalty 83854.426226 = -66571898.328504
  nChanged 642
Iteration 55Q (52195.250000 sec): 39 clusters
  Score: Raw -66655875.053869 + Penalty 83854.426226 = -66572020.627643
  nChanged 625
Iteration 56Q (52275.670000 sec): 39 clusters
  Score: Raw -66656011.386758 + Penalty 83854.426226 = -66572156.960532
  nChanged 597
Iteration 57Q (52356.470000 sec): 39 clusters
  Score: Raw -66656156.063881 + Penalty 83854.426226 = -66572301.637655
  nChanged 626
Iteration 58Q (52437.180000 sec): 39 clusters
  Score: Raw -66656339.095519 + Penalty 83854.426226 = -66572484.669293
  nChanged 685
Writing temp clu file 
Because OldScore, -66572301.637655, is greater than current (better) Score,-66572484.669293 
 Compute initial score before splitting:   Score: Raw -66656339.095519 + Penalty 83854.426226 = -66572484.669293
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 1 (9485 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (52437.360000 sec): 2 clusters
  Score: Raw -757015.627524 + Penalty 1488.088368 = -755527.539156
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (52437.560000 sec): 3 clusters
  Score: Raw -751742.637080 + Penalty 2976.176737 = -748766.460343
  nChanged 4115
		SP:Iteration 1F (52437.700000 sec): 3 clusters
  Score: Raw -754864.373984 + Penalty 2976.176737 = -751888.197247
  nChanged 1015
		SP:Iteration 2F (52437.840000 sec): 3 clusters
  Score: Raw -755954.841900 + Penalty 2976.176737 = -752978.665163
  nChanged 861
		SP:Iteration 3F (52437.980000 sec): 3 clusters
  Score: Raw -756897.368146 + Penalty 2976.176737 = -753921.191409
  nChanged 710
		SP:Iteration 4F (52438.120000 sec): 3 clusters
  Score: Raw -757560.995172 + Penalty 2976.176737 = -754584.818435
  nChanged 505
		SP:Iteration 5F (52438.270000 sec): 3 clusters
  Score: Raw -757995.193320 + Penalty 2976.176737 = -755019.016583
  nChanged 370
		SP:Iteration 6Q (52438.420000 sec): 3 clusters
  Score: Raw -758276.661380 + Penalty 2976.176737 = -755300.484644
  nChanged 262
		SP:Iteration 7Q (52438.560000 sec): 3 clusters
  Score: Raw -758485.308806 + Penalty 2976.176737 = -755509.132069
  nChanged 220
		SP:Iteration 8Q (52438.700000 sec): 3 clusters
  Score: Raw -758670.345271 + Penalty 2976.176737 = -755694.168535
  nChanged 185
		SP:Iteration 9Q (52438.840000 sec): 3 clusters
  Score: Raw -758853.058789 + Penalty 2976.176737 = -755876.882052
  nChanged 139
		SP:Iteration 10Q (52438.990000 sec): 3 clusters
  Score: Raw -759003.679204 + Penalty 2976.176737 = -756027.502467
  nChanged 118
		SP:Iteration 11Q (52439.130000 sec): 3 clusters
  Score: Raw -759080.738843 + Penalty 2976.176737 = -756104.562107
  nChanged 86
		SP:Iteration 12Q (52439.260000 sec): 3 clusters
  Score: Raw -759116.262126 + Penalty 2976.176737 = -756140.085389
  nChanged 59
		SP:Iteration 13Q (52439.430000 sec): 3 clusters
  Score: Raw -759135.539995 + Penalty 2976.176737 = -756159.363259
  nChanged 34
		SP:Iteration 14Q (52439.600000 sec): 3 clusters
  Score: Raw -759142.749349 + Penalty 2976.176737 = -756166.572612
  nChanged 22
		SP:Iteration 15Q (52439.740000 sec): 3 clusters
  Score: Raw -759147.880355 + Penalty 2976.176737 = -756171.703619
  nChanged 18
		SP:Iteration 16Q (52439.870000 sec): 3 clusters
  Score: Raw -759151.500995 + Penalty 2976.176737 = -756175.324258
  nChanged 16
		SP:Iteration 17Q (52440.010000 sec): 3 clusters
  Score: Raw -759156.245538 + Penalty 2976.176737 = -756180.068801
  nChanged 13
		SP:Iteration 18Q (52440.150000 sec): 3 clusters
  Score: Raw -759159.210623 + Penalty 2976.176737 = -756183.033886
  nChanged 7
		SP:Iteration 19Q (52440.290000 sec): 3 clusters
  Score: Raw -759160.665483 + Penalty 2976.176737 = -756184.488747
  nChanged 7
		SP:Iteration 20F (52440.440000 sec): 3 clusters
  Score: Raw -759162.010384 + Penalty 2976.176737 = -756185.833647
  nChanged 10
		SP:Iteration 21Q (52440.570000 sec): 3 clusters
  Score: Raw -759163.047576 + Penalty 2976.176737 = -756186.870840
  nChanged 7
		SP:Iteration 22Q (52440.710000 sec): 3 clusters
  Score: Raw -759163.828069 + Penalty 2976.176737 = -756187.651332
  nChanged 6
		SP:Iteration 23Q (52440.860000 sec): 3 clusters
  Score: Raw -759164.630649 + Penalty 2976.176737 = -756188.453912
  nChanged 4
		SP:Iteration 24Q (52441.000000 sec): 3 clusters
  Score: Raw -759165.225421 + Penalty 2976.176737 = -756189.048684
  nChanged 4
		SP:Iteration 25Q (52441.140000 sec): 3 clusters
  Score: Raw -759166.112925 + Penalty 2976.176737 = -756189.936188
  nChanged 8
		SP:Iteration 26Q (52441.270000 sec): 3 clusters
  Score: Raw -759167.725367 + Penalty 2976.176737 = -756191.548630
  nChanged 5
		SP:Iteration 27Q (52441.440000 sec): 3 clusters
  Score: Raw -759168.252919 + Penalty 2976.176737 = -756192.076182
  nChanged 3
		SP:Iteration 28Q (52441.610000 sec): 3 clusters
  Score: Raw -759168.467387 + Penalty 2976.176737 = -756192.290651
  nChanged 3
		SP:Iteration 29Q (52441.760000 sec): 3 clusters
  Score: Raw -759168.946493 + Penalty 2976.176737 = -756192.769756
  nChanged 3
		SP:Iteration 30Q (52441.880000 sec): 3 clusters
  Score: Raw -759169.268260 + Penalty 2976.176737 = -756193.091523
  nChanged 1
		SP:Iteration 31Q (52442.020000 sec): 3 clusters
  Score: Raw -759169.377694 + Penalty 2976.176737 = -756193.200957
  nChanged 2
		SP:Iteration 32Q (52442.170000 sec): 3 clusters
  Score: Raw -759169.574898 + Penalty 2976.176737 = -756193.398161
  nChanged 1
		SP:Iteration 33Q (52442.310000 sec): 3 clusters
  Score: Raw -759169.694306 + Penalty 2976.176737 = -756193.517569
  nChanged 0
		SP:Iteration 34F (52442.450000 sec): 3 clusters
  Score: Raw -759169.694306 + Penalty 2976.176737 = -756193.517569
  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 5.70 GB.

 Trying to split cluster 2 (135948 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (52443.320000 sec): 2 clusters
  Score: Raw -12153896.715570 + Penalty 1920.754508 = -12151975.961063
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (52444.540000 sec): 3 clusters
  Score: Raw -12064588.467899 + Penalty 3841.509015 = -12060746.958884
  nChanged 65471
		SP:Iteration 1F (52445.770000 sec): 3 clusters
  Score: Raw -12103341.410091 + Penalty 3841.509015 = -12099499.901076
  nChanged 4836
		SP:Iteration 2Q (52447.090000 sec): 3 clusters
  Score: Raw -12104775.190080 + Penalty 3841.509015 = -12100933.681064
  nChanged 5632
		SP:Iteration 3Q (52448.380000 sec): 3 clusters
  Score: Raw -12107013.936015 + Penalty 3841.509015 = -12103172.427000
  nChanged 6924
		SP:Iteration 4F (52449.570000 sec): 3 clusters
  Score: Raw -12110546.373074 + Penalty 3841.509015 = -12106704.864059
  nChanged 8435
		SP:Iteration 5F (52450.790000 sec): 3 clusters
  Score: Raw -12115634.420195 + Penalty 3841.509015 = -12111792.911180
  nChanged 9519
		SP:Iteration 6F (52452.020000 sec): 3 clusters
  Score: Raw -12121805.759517 + Penalty 3841.509015 = -12117964.250502
  nChanged 9647
		SP:Iteration 7F (52453.260000 sec): 3 clusters
  Score: Raw -12128268.739295 + Penalty 3841.509015 = -12124427.230280
  nChanged 8891
		SP:Iteration 8F (52454.450000 sec): 3 clusters
  Score: Raw -12134158.208374 + Penalty 3841.509015 = -12130316.699359
  nChanged 7599
		SP:Iteration 9F (52455.660000 sec): 3 clusters
  Score: Raw -12139090.065208 + Penalty 3841.509015 = -12135248.556193
  nChanged 6323
		SP:Iteration 10Q (52456.900000 sec): 3 clusters
  Score: Raw -12143259.843589 + Penalty 3841.509015 = -12139418.334574
  nChanged 5137
		SP:Iteration 11Q (52458.160000 sec): 3 clusters
  Score: Raw -12146723.449706 + Penalty 3841.509015 = -12142881.940691
  nChanged 3991
		SP:Iteration 12Q (52459.430000 sec): 3 clusters
  Score: Raw -12149539.620882 + Penalty 3841.509015 = -12145698.111867
  nChanged 2850
		SP:Iteration 13Q (52460.690000 sec): 3 clusters
  Score: Raw -12151645.576376 + Penalty 3841.509015 = -12147804.067361
  nChanged 1731
		SP:Iteration 14Q (52461.850000 sec): 3 clusters
  Score: Raw -12152945.498196 + Penalty 3841.509015 = -12149103.989181
  nChanged 962
		SP:Iteration 15Q (52462.960000 sec): 3 clusters
  Score: Raw -12153658.157239 + Penalty 3841.509015 = -12149816.648224
  nChanged 565
		SP:Iteration 16Q (52464.050000 sec): 3 clusters
  Score: Raw -12154029.020250 + Penalty 3841.509015 = -12150187.511235
  nChanged 344
		SP:Iteration 17Q (52465.090000 sec): 3 clusters
  Score: Raw -12154225.304582 + Penalty 3841.509015 = -12150383.795567
  nChanged 227
		SP:Iteration 18Q (52466.190000 sec): 3 clusters
  Score: Raw -12154339.121178 + Penalty 3841.509015 = -12150497.612163
  nChanged 149
		SP:Iteration 19Q (52467.210000 sec): 3 clusters
  Score: Raw -12154402.860904 + Penalty 3841.509015 = -12150561.351889
  nChanged 90
		SP:Iteration 20F (52468.360000 sec): 3 clusters
  Score: Raw -12154441.049940 + Penalty 3841.509015 = -12150599.540925
  nChanged 73
		SP:Iteration 21Q (52469.390000 sec): 3 clusters
  Score: Raw -12154469.270641 + Penalty 3841.509015 = -12150627.761626
  nChanged 62
		SP:Iteration 22Q (52470.420000 sec): 3 clusters
  Score: Raw -12154488.891469 + Penalty 3841.509015 = -12150647.382454
  nChanged 46
		SP:Iteration 23Q (52471.500000 sec): 3 clusters
  Score: Raw -12154503.759421 + Penalty 3841.509015 = -12150662.250406
  nChanged 45
		SP:Iteration 24Q (52472.550000 sec): 3 clusters
  Score: Raw -12154517.545301 + Penalty 3841.509015 = -12150676.036285
  nChanged 31
		SP:Iteration 25Q (52473.580000 sec): 3 clusters
  Score: Raw -12154526.230959 + Penalty 3841.509015 = -12150684.721943
  nChanged 26
		SP:Iteration 26Q (52474.600000 sec): 3 clusters
  Score: Raw -12154531.804293 + Penalty 3841.509015 = -12150690.295278
  nChanged 15
		SP:Iteration 27Q (52475.680000 sec): 3 clusters
  Score: Raw -12154534.820037 + Penalty 3841.509015 = -12150693.311022
  nChanged 8
		SP:Iteration 28Q (52476.730000 sec): 3 clusters
  Score: Raw -12154536.362506 + Penalty 3841.509015 = -12150694.853491
  nChanged 8
		SP:Iteration 29Q (52477.760000 sec): 3 clusters
  Score: Raw -12154537.982105 + Penalty 3841.509015 = -12150696.473090
  nChanged 9
		SP:Iteration 30Q (52478.790000 sec): 3 clusters
  Score: Raw -12154539.528104 + Penalty 3841.509015 = -12150698.019089
  nChanged 13
		SP:Iteration 31Q (52479.860000 sec): 3 clusters
  Score: Raw -12154542.008687 + Penalty 3841.509015 = -12150700.499672
  nChanged 13
		SP:Iteration 32Q (52480.910000 sec): 3 clusters
  Score: Raw -12154545.428003 + Penalty 3841.509015 = -12150703.918988
  nChanged 14
		SP:Iteration 33Q (52481.940000 sec): 3 clusters
  Score: Raw -12154549.138642 + Penalty 3841.509015 = -12150707.629627
  nChanged 12
		SP:Iteration 34Q (52482.950000 sec): 3 clusters
  Score: Raw -12154551.955360 + Penalty 3841.509015 = -12150710.446344
  nChanged 8
		SP:Iteration 35Q (52484.030000 sec): 3 clusters
  Score: Raw -12154553.576261 + Penalty 3841.509015 = -12150712.067246
  nChanged 4
		SP:Iteration 36Q (52485.090000 sec): 3 clusters
  Score: Raw -12154554.925183 + Penalty 3841.509015 = -12150713.416168
  nChanged 4
		SP:Iteration 37Q (52486.110000 sec): 3 clusters
  Score: Raw -12154555.612322 + Penalty 3841.509015 = -12150714.103307
  nChanged 2
		SP:Iteration 38Q (52487.130000 sec): 3 clusters
  Score: Raw -12154556.000725 + Penalty 3841.509015 = -12150714.491710
  nChanged 3
		SP:Iteration 39Q (52488.150000 sec): 3 clusters
  Score: Raw -12154556.336261 + Penalty 3841.509015 = -12150714.827246
  nChanged 1
		SP:Iteration 40F (52489.350000 sec): 3 clusters
  Score: Raw -12154556.460890 + Penalty 3841.509015 = -12150714.951874
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 3 (26524 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (52489.590000 sec): 2 clusters
  Score: Raw -2497181.246801 + Penalty 1655.193355 = -2495526.053445
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (52489.910000 sec): 3 clusters
  Score: Raw -2480884.964543 + Penalty 3310.386710 = -2477574.577832
  nChanged 12209
		SP:Iteration 1F (52490.230000 sec): 3 clusters
  Score: Raw -2488060.935354 + Penalty 3310.386710 = -2484750.548644
  nChanged 1772
		SP:Iteration 2F (52490.530000 sec): 3 clusters
  Score: Raw -2489822.487868 + Penalty 3310.386710 = -2486512.101157
  nChanged 2388
		SP:Iteration 3F (52490.870000 sec): 3 clusters
  Score: Raw -2493192.761028 + Penalty 3310.386710 = -2489882.374318
  nChanged 2984
		SP:Iteration 4F (52491.160000 sec): 3 clusters
  Score: Raw -2497501.350459 + Penalty 3310.386710 = -2494190.963749
  nChanged 2809
		SP:Iteration 5F (52491.480000 sec): 3 clusters
  Score: Raw -2500709.803790 + Penalty 3310.386710 = -2497399.417080
  nChanged 1882
		SP:Iteration 6F (52491.780000 sec): 3 clusters
  Score: Raw -2502995.866351 + Penalty 3310.386710 = -2499685.479641
  nChanged 990
		SP:Iteration 7Q (52492.120000 sec): 3 clusters
  Score: Raw -2504893.120719 + Penalty 3310.386710 = -2501582.734009
  nChanged 489
		SP:Iteration 8Q (52492.390000 sec): 3 clusters
  Score: Raw -2505785.233480 + Penalty 3310.386710 = -2502474.846770
  nChanged 239
		SP:Iteration 9Q (52492.700000 sec): 3 clusters
  Score: Raw -2505970.975474 + Penalty 3310.386710 = -2502660.588764
  nChanged 103
		SP:Iteration 10Q (52492.990000 sec): 3 clusters
  Score: Raw -2506009.218877 + Penalty 3310.386710 = -2502698.832167
  nChanged 48
		SP:Iteration 11Q (52493.250000 sec): 3 clusters
  Score: Raw -2506017.756736 + Penalty 3310.386710 = -2502707.370026
  nChanged 11
		SP:Iteration 12Q (52493.560000 sec): 3 clusters
  Score: Raw -2506018.728889 + Penalty 3310.386710 = -2502708.342179
  nChanged 2
		SP:Iteration 13Q (52493.850000 sec): 3 clusters
  Score: Raw -2506018.909675 + Penalty 3310.386710 = -2502708.522965
  nChanged 1
		SP:Iteration 14Q (52494.110000 sec): 3 clusters
  Score: Raw -2506018.982071 + Penalty 3310.386710 = -2502708.595361
  nChanged 1
		SP:Iteration 15Q (52494.370000 sec): 3 clusters
  Score: Raw -2506019.034524 + Penalty 3310.386710 = -2502708.647814
  nChanged 1
		SP:Iteration 16Q (52494.670000 sec): 3 clusters
  Score: Raw -2506019.188460 + Penalty 3310.386710 = -2502708.801750
  nChanged 1
		SP:Iteration 17Q (52494.960000 sec): 3 clusters
  Score: Raw -2506019.292916 + Penalty 3310.386710 = -2502708.906206
  nChanged 0
		SP:Iteration 18F (52495.260000 sec): 3 clusters
  Score: Raw -2506019.292916 + Penalty 3310.386710 = -2502708.906206
  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 5.70 GB.

 Trying to split cluster 4 (5054 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (52495.340000 sec): 2 clusters
  Score: Raw -435103.296950 + Penalty 1385.789484 = -433717.507466
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (52495.480000 sec): 3 clusters
  Score: Raw -432500.821653 + Penalty 2771.578969 = -429729.242685
  nChanged 2041
		SP:Iteration 1F (52495.570000 sec): 3 clusters
  Score: Raw -433616.656721 + Penalty 2771.578969 = -430845.077752
  nChanged 371
		SP:Iteration 2F (52495.670000 sec): 3 clusters
  Score: Raw -433844.994445 + Penalty 2771.578969 = -431073.415476
  nChanged 318
		SP:Iteration 3F (52495.770000 sec): 3 clusters
  Score: Raw -434017.174542 + Penalty 2771.578969 = -431245.595573
  nChanged 240
		SP:Iteration 4Q (52495.870000 sec): 3 clusters
  Score: Raw -434158.036154 + Penalty 2771.578969 = -431386.457186
  nChanged 246
		SP:Iteration 5Q (52495.970000 sec): 3 clusters
  Score: Raw -434339.802178 + Penalty 2771.578969 = -431568.223209
  nChanged 266
		SP:Iteration 6F (52496.070000 sec): 3 clusters
  Score: Raw -434579.085972 + Penalty 2771.578969 = -431807.507004
  nChanged 301
		SP:Iteration 7F (52496.160000 sec): 3 clusters
  Score: Raw -434871.727274 + Penalty 2771.578969 = -432100.148306
  nChanged 259
		SP:Iteration 8F (52496.260000 sec): 3 clusters
  Score: Raw -435127.605694 + Penalty 2771.578969 = -432356.026726
  nChanged 248
		SP:Iteration 9Q (52496.360000 sec): 3 clusters
  Score: Raw -435366.378542 + Penalty 2771.578969 = -432594.799574
  nChanged 203
		SP:Iteration 10Q (52496.450000 sec): 3 clusters
  Score: Raw -435577.330679 + Penalty 2771.578969 = -432805.751710
  nChanged 185
		SP:Iteration 11Q (52496.550000 sec): 3 clusters
  Score: Raw -435772.315735 + Penalty 2771.578969 = -433000.736767
  nChanged 127
		SP:Iteration 12Q (52496.650000 sec): 3 clusters
  Score: Raw -435927.642103 + Penalty 2771.578969 = -433156.063135
  nChanged 79
		SP:Iteration 13Q (52496.740000 sec): 3 clusters
  Score: Raw -435997.190077 + Penalty 2771.578969 = -433225.611108
  nChanged 47
		SP:Iteration 14Q (52496.830000 sec): 3 clusters
  Score: Raw -436028.214494 + Penalty 2771.578969 = -433256.635526
  nChanged 35
		SP:Iteration 15Q (52496.930000 sec): 3 clusters
  Score: Raw -436047.065375 + Penalty 2771.578969 = -433275.486406
  nChanged 22
		SP:Iteration 16Q (52497.010000 sec): 3 clusters
  Score: Raw -436056.590454 + Penalty 2771.578969 = -433285.011485
  nChanged 17
		SP:Iteration 17Q (52497.110000 sec): 3 clusters
  Score: Raw -436063.637598 + Penalty 2771.578969 = -433292.058629
  nChanged 14
		SP:Iteration 18Q (52497.200000 sec): 3 clusters
  Score: Raw -436068.822198 + Penalty 2771.578969 = -433297.243229
  nChanged 14
		SP:Iteration 19Q (52497.290000 sec): 3 clusters
  Score: Raw -436074.182704 + Penalty 2771.578969 = -433302.603736
  nChanged 10
		SP:Iteration 20F (52497.390000 sec): 3 clusters
  Score: Raw -436078.440011 + Penalty 2771.578969 = -433306.861043
  nChanged 10
		SP:Iteration 21Q (52497.470000 sec): 3 clusters
  Score: Raw -436082.619593 + Penalty 2771.578969 = -433311.040624
  nChanged 9
		SP:Iteration 22Q (52497.570000 sec): 3 clusters
  Score: Raw -436084.762037 + Penalty 2771.578969 = -433313.183069
  nChanged 2
		SP:Iteration 23Q (52497.660000 sec): 3 clusters
  Score: Raw -436085.002239 + Penalty 2771.578969 = -433313.423271
  nChanged 3
		SP:Iteration 24Q (52497.750000 sec): 3 clusters
  Score: Raw -436085.853939 + Penalty 2771.578969 = -433314.274970
  nChanged 3
		SP:Iteration 25Q (52497.840000 sec): 3 clusters
  Score: Raw -436086.834849 + Penalty 2771.578969 = -433315.255880
  nChanged 1
		SP:Iteration 26Q (52497.930000 sec): 3 clusters
  Score: Raw -436087.216023 + Penalty 2771.578969 = -433315.637054
  nChanged 3
		SP:Iteration 27Q (52498.010000 sec): 3 clusters
  Score: Raw -436089.217214 + Penalty 2771.578969 = -433317.638246
  nChanged 6
		SP:Iteration 28Q (52498.110000 sec): 3 clusters
  Score: Raw -436091.740753 + Penalty 2771.578969 = -433320.161784
  nChanged 7
		SP:Iteration 29Q (52498.200000 sec): 3 clusters
  Score: Raw -436093.421231 + Penalty 2771.578969 = -433321.842262
  nChanged 1
		SP:Iteration 30Q (52498.290000 sec): 3 clusters
  Score: Raw -436093.529836 + Penalty 2771.578969 = -433321.950867
  nChanged 0
		SP:Iteration 31F (52498.390000 sec): 3 clusters
  Score: Raw -436093.529836 + Penalty 2771.578969 = -433321.950867
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 5 (11385 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (52498.520000 sec): 2 clusters
  Score: Raw -908587.798277 + Penalty 1517.758447 = -907070.039830
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (52498.710000 sec): 3 clusters
  Score: Raw -902040.305135 + Penalty 3035.516893 = -899004.788242
  nChanged 5066
		SP:Iteration 1F (52498.850000 sec): 3 clusters
  Score: Raw -905478.420520 + Penalty 3035.516893 = -902442.903627
  nChanged 1121
		SP:Iteration 2F (52499.050000 sec): 3 clusters
  Score: Raw -906849.521205 + Penalty 3035.516893 = -903814.004312
  nChanged 1187
		SP:Iteration 3F (52499.210000 sec): 3 clusters
  Score: Raw -908445.377374 + Penalty 3035.516893 = -905409.860481
  nChanged 998
		SP:Iteration 4F (52499.380000 sec): 3 clusters
  Score: Raw -909687.290918 + Penalty 3035.516893 = -906651.774025
  nChanged 755
		SP:Iteration 5F (52499.540000 sec): 3 clusters
  Score: Raw -910722.808777 + Penalty 3035.516893 = -907687.291884
  nChanged 651
		SP:Iteration 6F (52499.720000 sec): 3 clusters
  Score: Raw -911889.526788 + Penalty 3035.516893 = -908854.009895
  nChanged 621
		SP:Iteration 7F (52499.880000 sec): 3 clusters
  Score: Raw -913321.489520 + Penalty 3035.516893 = -910285.972627
  nChanged 424
		SP:Iteration 8Q (52500.050000 sec): 3 clusters
  Score: Raw -913945.800888 + Penalty 3035.516893 = -910910.283995
  nChanged 237
		SP:Iteration 9Q (52500.200000 sec): 3 clusters
  Score: Raw -914134.707002 + Penalty 3035.516893 = -911099.190109
  nChanged 176
		SP:Iteration 10Q (52500.350000 sec): 3 clusters
  Score: Raw -914329.266498 + Penalty 3035.516893 = -911293.749605
  nChanged 160
		SP:Iteration 11Q (52500.530000 sec): 3 clusters
  Score: Raw -914505.846639 + Penalty 3035.516893 = -911470.329746
  nChanged 143
		SP:Iteration 12Q (52500.680000 sec): 3 clusters
  Score: Raw -914634.958818 + Penalty 3035.516893 = -911599.441925
  nChanged 133
		SP:Iteration 13Q (52500.850000 sec): 3 clusters
  Score: Raw -914730.824848 + Penalty 3035.516893 = -911695.307955
  nChanged 115
		SP:Iteration 14Q (52501.000000 sec): 3 clusters
  Score: Raw -914800.847574 + Penalty 3035.516893 = -911765.330681
  nChanged 98
		SP:Iteration 15Q (52501.160000 sec): 3 clusters
  Score: Raw -914847.852073 + Penalty 3035.516893 = -911812.335180
  nChanged 77
		SP:Iteration 16Q (52501.310000 sec): 3 clusters
  Score: Raw -914877.618135 + Penalty 3035.516893 = -911842.101242
  nChanged 58
		SP:Iteration 17Q (52501.460000 sec): 3 clusters
  Score: Raw -914897.733688 + Penalty 3035.516893 = -911862.216795
  nChanged 57
		SP:Iteration 18Q (52501.640000 sec): 3 clusters
  Score: Raw -914913.396338 + Penalty 3035.516893 = -911877.879445
  nChanged 51
		SP:Iteration 19Q (52501.790000 sec): 3 clusters
  Score: Raw -914926.616205 + Penalty 3035.516893 = -911891.099312
  nChanged 43
		SP:Iteration 20F (52501.960000 sec): 3 clusters
  Score: Raw -914937.998754 + Penalty 3035.516893 = -911902.481861
  nChanged 40
		SP:Iteration 21Q (52502.110000 sec): 3 clusters
  Score: Raw -914949.738280 + Penalty 3035.516893 = -911914.221387
  nChanged 37
		SP:Iteration 22Q (52502.270000 sec): 3 clusters
  Score: Raw -914964.463094 + Penalty 3035.516893 = -911928.946201
  nChanged 52
		SP:Iteration 23Q (52502.450000 sec): 3 clusters
  Score: Raw -914987.493795 + Penalty 3035.516893 = -911951.976902
  nChanged 48
		SP:Iteration 24Q (52502.600000 sec): 3 clusters
  Score: Raw -915010.978332 + Penalty 3035.516893 = -911975.461439
  nChanged 58
		SP:Iteration 25Q (52502.760000 sec): 3 clusters
  Score: Raw -915037.423416 + Penalty 3035.516893 = -912001.906523
  nChanged 60
		SP:Iteration 26Q (52502.920000 sec): 3 clusters
  Score: Raw -915063.514813 + Penalty 3035.516893 = -912027.997920
  nChanged 58
		SP:Iteration 27Q (52503.080000 sec): 3 clusters
  Score: Raw -915088.153507 + Penalty 3035.516893 = -912052.636614
  nChanged 58
		SP:Iteration 28Q (52503.250000 sec): 3 clusters
  Score: Raw -915113.673275 + Penalty 3035.516893 = -912078.156382
  nChanged 49
		SP:Iteration 29Q (52503.400000 sec): 3 clusters
  Score: Raw -915128.552386 + Penalty 3035.516893 = -912093.035492
  nChanged 44
		SP:Iteration 30Q (52503.580000 sec): 3 clusters
  Score: Raw -915137.777973 + Penalty 3035.516893 = -912102.261080
  nChanged 34
		SP:Iteration 31Q (52503.720000 sec): 3 clusters
  Score: Raw -915146.832718 + Penalty 3035.516893 = -912111.315825
  nChanged 28
		SP:Iteration 32Q (52503.880000 sec): 3 clusters
  Score: Raw -915156.211999 + Penalty 3035.516893 = -912120.695106
  nChanged 38
		SP:Iteration 33Q (52504.040000 sec): 3 clusters
  Score: Raw -915164.649388 + Penalty 3035.516893 = -912129.132495
  nChanged 28
		SP:Iteration 34Q (52504.190000 sec): 3 clusters
  Score: Raw -915172.094229 + Penalty 3035.516893 = -912136.577336
  nChanged 28
		SP:Iteration 35Q (52504.370000 sec): 3 clusters
  Score: Raw -915178.080683 + Penalty 3035.516893 = -912142.563790
  nChanged 23
		SP:Iteration 36Q (52504.520000 sec): 3 clusters
  Score: Raw -915182.773300 + Penalty 3035.516893 = -912147.256407
  nChanged 18
		SP:Iteration 37Q (52504.680000 sec): 3 clusters
  Score: Raw -915186.650101 + Penalty 3035.516893 = -912151.133208
  nChanged 20
		SP:Iteration 38Q (52504.830000 sec): 3 clusters
  Score: Raw -915190.333791 + Penalty 3035.516893 = -912154.816898
  nChanged 22
		SP:Iteration 39Q (52504.980000 sec): 3 clusters
  Score: Raw -915196.598027 + Penalty 3035.516893 = -912161.081134
  nChanged 29
		SP:Iteration 40F (52505.180000 sec): 3 clusters
  Score: Raw -915204.425648 + Penalty 3035.516893 = -912168.908755
  nChanged 28
		SP:Iteration 41Q (52505.320000 sec): 3 clusters
  Score: Raw -915212.306955 + Penalty 3035.516893 = -912176.790061
  nChanged 22
		SP:Iteration 42Q (52505.490000 sec): 3 clusters
  Score: Raw -915219.857960 + Penalty 3035.516893 = -912184.341067
  nChanged 35
		SP:Iteration 43Q (52505.640000 sec): 3 clusters
  Score: Raw -915230.024659 + Penalty 3035.516893 = -912194.507766
  nChanged 35
		SP:Iteration 44Q (52505.800000 sec): 3 clusters
  Score: Raw -915240.544842 + Penalty 3035.516893 = -912205.027949
  nChanged 36
		SP:Iteration 45Q (52505.960000 sec): 3 clusters
  Score: Raw -915249.175259 + Penalty 3035.516893 = -912213.658366
  nChanged 26
		SP:Iteration 46Q (52506.110000 sec): 3 clusters
  Score: Raw -915258.837339 + Penalty 3035.516893 = -912223.320446
  nChanged 30
		SP:Iteration 47Q (52506.290000 sec): 3 clusters
  Score: Raw -915273.456584 + Penalty 3035.516893 = -912237.939691
  nChanged 31
		SP:Iteration 48Q (52506.440000 sec): 3 clusters
  Score: Raw -915286.913334 + Penalty 3035.516893 = -912251.396441
  nChanged 38
		SP:Iteration 49Q (52506.610000 sec): 3 clusters
  Score: Raw -915301.241558 + Penalty 3035.516893 = -912265.724665
  nChanged 31
		SP:Iteration 50Q (52506.750000 sec): 3 clusters
  Score: Raw -915312.206420 + Penalty 3035.516893 = -912276.689527
  nChanged 33
		SP:Iteration 51Q (52506.910000 sec): 3 clusters
  Score: Raw -915327.279068 + Penalty 3035.516893 = -912291.762175
  nChanged 37
		SP:Iteration 52Q (52507.090000 sec): 3 clusters
  Score: Raw -915342.231743 + Penalty 3035.516893 = -912306.714850
  nChanged 40
		SP:Iteration 53Q (52507.240000 sec): 3 clusters
  Score: Raw -915352.784536 + Penalty 3035.516893 = -912317.267643
  nChanged 29
		SP:Iteration 54Q (52507.410000 sec): 3 clusters
  Score: Raw -915360.191535 + Penalty 3035.516893 = -912324.674642
  nChanged 36
		SP:Iteration 55Q (52507.560000 sec): 3 clusters
  Score: Raw -915369.890487 + Penalty 3035.516893 = -912334.373594
  nChanged 34
		SP:Iteration 56Q (52507.730000 sec): 3 clusters
  Score: Raw -915379.884713 + Penalty 3035.516893 = -912344.367820
  nChanged 31
		SP:Iteration 57Q (52507.880000 sec): 3 clusters
  Score: Raw -915390.688837 + Penalty 3035.516893 = -912355.171944
  nChanged 33
		SP:Iteration 58Q (52508.030000 sec): 3 clusters
  Score: Raw -915404.643094 + Penalty 3035.516893 = -912369.126201
  nChanged 40
		SP:Iteration 59Q (52508.210000 sec): 3 clusters
  Score: Raw -915428.287429 + Penalty 3035.516893 = -912392.770536
  nChanged 62
		SP:Iteration 60F (52508.370000 sec): 3 clusters
  Score: Raw -915497.934474 + Penalty 3035.516893 = -912462.417581
  nChanged 88
		SP:Iteration 61Q (52508.540000 sec): 3 clusters
  Score: Raw -915642.889246 + Penalty 3035.516893 = -912607.372353
  nChanged 104
		SP:Iteration 62Q (52508.690000 sec): 3 clusters
  Score: Raw -915834.594769 + Penalty 3035.516893 = -912799.077876
  nChanged 101
		SP:Iteration 63Q (52508.850000 sec): 3 clusters
  Score: Raw -915997.796643 + Penalty 3035.516893 = -912962.279750
  nChanged 83
		SP:Iteration 64Q (52509.000000 sec): 3 clusters
  Score: Raw -916086.430484 + Penalty 3035.516893 = -913050.913591
  nChanged 53
		SP:Iteration 65Q (52509.160000 sec): 3 clusters
  Score: Raw -916129.437166 + Penalty 3035.516893 = -913093.920273
  nChanged 44
		SP:Iteration 66Q (52509.340000 sec): 3 clusters
  Score: Raw -916176.336195 + Penalty 3035.516893 = -913140.819302
  nChanged 27
		SP:Iteration 67Q (52509.480000 sec): 3 clusters
  Score: Raw -916186.096967 + Penalty 3035.516893 = -913150.580074
  nChanged 22
		SP:Iteration 68Q (52509.640000 sec): 3 clusters
  Score: Raw -916190.582069 + Penalty 3035.516893 = -913155.065176
  nChanged 13
		SP:Iteration 69Q (52509.800000 sec): 3 clusters
  Score: Raw -916193.702321 + Penalty 3035.516893 = -913158.185428
  nChanged 11
		SP:Iteration 70Q (52509.950000 sec): 3 clusters
  Score: Raw -916196.122202 + Penalty 3035.516893 = -913160.605309
  nChanged 10
		SP:Iteration 71Q (52510.130000 sec): 3 clusters
  Score: Raw -916197.704152 + Penalty 3035.516893 = -913162.187259
  nChanged 7
		SP:Iteration 72Q (52510.270000 sec): 3 clusters
  Score: Raw -916198.953103 + Penalty 3035.516893 = -913163.436210
  nChanged 8
		SP:Iteration 73Q (52510.440000 sec): 3 clusters
  Score: Raw -916200.363425 + Penalty 3035.516893 = -913164.846532
  nChanged 4
		SP:Iteration 74Q (52510.580000 sec): 3 clusters
  Score: Raw -916200.963913 + Penalty 3035.516893 = -913165.447020
  nChanged 4
		SP:Iteration 75Q (52510.740000 sec): 3 clusters
  Score: Raw -916201.489219 + Penalty 3035.516893 = -913165.972326
  nChanged 2
		SP:Iteration 76Q (52510.920000 sec): 3 clusters
  Score: Raw -916201.710004 + Penalty 3035.516893 = -913166.193111
  nChanged 2
		SP:Iteration 77Q (52511.060000 sec): 3 clusters
  Score: Raw -916201.941437 + Penalty 3035.516893 = -913166.424544
  nChanged 0
		SP:Iteration 78F (52511.250000 sec): 3 clusters
  Score: Raw -916201.941437 + Penalty 3035.516893 = -913166.424544
  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 5.70 GB.

 Trying to split cluster 6 (2306 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (52511.320000 sec): 2 clusters
  Score: Raw -160120.388632 + Penalty 1258.281326 = -158862.107305
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (52511.370000 sec): 3 clusters
  Score: Raw -159203.816482 + Penalty 2516.562653 = -156687.253830
  nChanged 862
		SP:Iteration 1F (52511.420000 sec): 3 clusters
  Score: Raw -160230.437533 + Penalty 2516.562653 = -157713.874880
  nChanged 301
		SP:Iteration 2F (52511.460000 sec): 3 clusters
  Score: Raw -160825.050592 + Penalty 2516.562653 = -158308.487939
  nChanged 203
		SP:Iteration 3F (52511.510000 sec): 3 clusters
  Score: Raw -161172.903446 + Penalty 2516.562653 = -158656.340793
  nChanged 135
		SP:Iteration 4F (52511.550000 sec): 3 clusters
  Score: Raw -161416.755532 + Penalty 2516.562653 = -158900.192879
  nChanged 99
		SP:Iteration 5Q (52511.600000 sec): 3 clusters
  Score: Raw -161586.045143 + Penalty 2516.562653 = -159069.482490
  nChanged 81
		SP:Iteration 6Q (52511.640000 sec): 3 clusters
  Score: Raw -161684.738988 + Penalty 2516.562653 = -159168.176335
  nChanged 48
		SP:Iteration 7Q (52511.680000 sec): 3 clusters
  Score: Raw -161730.779049 + Penalty 2516.562653 = -159214.216396
  nChanged 38
		SP:Iteration 8Q (52511.720000 sec): 3 clusters
  Score: Raw -161768.632669 + Penalty 2516.562653 = -159252.070016
  nChanged 39
		SP:Iteration 9Q (52511.760000 sec): 3 clusters
  Score: Raw -161816.790625 + Penalty 2516.562653 = -159300.227972
  nChanged 42
		SP:Iteration 10Q (52511.800000 sec): 3 clusters
  Score: Raw -161854.708676 + Penalty 2516.562653 = -159338.146024
  nChanged 30
		SP:Iteration 11Q (52511.850000 sec): 3 clusters
  Score: Raw -161880.647916 + Penalty 2516.562653 = -159364.085263
  nChanged 33
		SP:Iteration 12Q (52511.890000 sec): 3 clusters
  Score: Raw -161908.875560 + Penalty 2516.562653 = -159392.312907
  nChanged 34
		SP:Iteration 13Q (52511.930000 sec): 3 clusters
  Score: Raw -161943.795484 + Penalty 2516.562653 = -159427.232831
  nChanged 43
		SP:Iteration 14Q (52511.970000 sec): 3 clusters
  Score: Raw -162006.646294 + Penalty 2516.562653 = -159490.083641
  nChanged 39
		SP:Iteration 15Q (52512.020000 sec): 3 clusters
  Score: Raw -162058.134633 + Penalty 2516.562653 = -159541.571981
  nChanged 35
		SP:Iteration 16Q (52512.060000 sec): 3 clusters
  Score: Raw -162112.667700 + Penalty 2516.562653 = -159596.105047
  nChanged 38
		SP:Iteration 17Q (52512.100000 sec): 3 clusters
  Score: Raw -162163.916750 + Penalty 2516.562653 = -159647.354097
  nChanged 24
		SP:Iteration 18Q (52512.140000 sec): 3 clusters
  Score: Raw -162190.763917 + Penalty 2516.562653 = -159674.201264
  nChanged 16
		SP:Iteration 19Q (52512.180000 sec): 3 clusters
  Score: Raw -162208.027600 + Penalty 2516.562653 = -159691.464947
  nChanged 12
		SP:Iteration 20F (52512.220000 sec): 3 clusters
  Score: Raw -162241.583464 + Penalty 2516.562653 = -159725.020811
  nChanged 21
		SP:Iteration 21Q (52512.260000 sec): 3 clusters
  Score: Raw -162313.226208 + Penalty 2516.562653 = -159796.663555
  nChanged 38
		SP:Iteration 22Q (52512.310000 sec): 3 clusters
  Score: Raw -162444.704066 + Penalty 2516.562653 = -159928.141414
  nChanged 39
		SP:Iteration 23Q (52512.350000 sec): 3 clusters
  Score: Raw -162579.604097 + Penalty 2516.562653 = -160063.041444
  nChanged 42
		SP:Iteration 24Q (52512.390000 sec): 3 clusters
  Score: Raw -162709.128942 + Penalty 2516.562653 = -160192.566289
  nChanged 34
		SP:Iteration 25Q (52512.430000 sec): 3 clusters
  Score: Raw -162804.488662 + Penalty 2516.562653 = -160287.926009
  nChanged 45
		SP:Iteration 26Q (52512.470000 sec): 3 clusters
  Score: Raw -162911.988378 + Penalty 2516.562653 = -160395.425726
  nChanged 35
		SP:Iteration 27Q (52512.510000 sec): 3 clusters
  Score: Raw -162987.083064 + Penalty 2516.562653 = -160470.520411
  nChanged 30
		SP:Iteration 28Q (52512.550000 sec): 3 clusters
  Score: Raw -163039.103560 + Penalty 2516.562653 = -160522.540907
  nChanged 26
		SP:Iteration 29Q (52512.590000 sec): 3 clusters
  Score: Raw -163064.187451 + Penalty 2516.562653 = -160547.624799
  nChanged 12
		SP:Iteration 30Q (52512.640000 sec): 3 clusters
  Score: Raw -163077.127499 + Penalty 2516.562653 = -160560.564846
  nChanged 12
		SP:Iteration 31Q (52512.680000 sec): 3 clusters
  Score: Raw -163083.485224 + Penalty 2516.562653 = -160566.922571
  nChanged 4
		SP:Iteration 32Q (52512.720000 sec): 3 clusters
  Score: Raw -163096.430147 + Penalty 2516.562653 = -160579.867495
  nChanged 7
		SP:Iteration 33Q (52512.760000 sec): 3 clusters
  Score: Raw -163101.482586 + Penalty 2516.562653 = -160584.919933
  nChanged 5
		SP:Iteration 34Q (52512.800000 sec): 3 clusters
  Score: Raw -163103.399745 + Penalty 2516.562653 = -160586.837093
  nChanged 0
		SP:Iteration 35F (52512.840000 sec): 3 clusters
  Score: Raw -163103.399745 + Penalty 2516.562653 = -160586.837093
  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 5.70 GB.

 Trying to split cluster 7 (2332 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (52512.910000 sec): 2 clusters
  Score: Raw -188011.601377 + Penalty 1260.103251 = -186751.498125
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (52512.960000 sec): 3 clusters
  Score: Raw -187003.456697 + Penalty 2520.206503 = -184483.250195
  nChanged 893
		SP:Iteration 1F (52513.000000 sec): 3 clusters
  Score: Raw -187728.401315 + Penalty 2520.206503 = -185208.194812
  nChanged 253
		SP:Iteration 2F (52513.040000 sec): 3 clusters
  Score: Raw -188097.926881 + Penalty 2520.206503 = -185577.720378
  nChanged 202
		SP:Iteration 3F (52513.090000 sec): 3 clusters
  Score: Raw -188466.418737 + Penalty 2520.206503 = -185946.212234
  nChanged 175
		SP:Iteration 4F (52513.130000 sec): 3 clusters
  Score: Raw -188774.499750 + Penalty 2520.206503 = -186254.293248
  nChanged 161
		SP:Iteration 5F (52513.180000 sec): 3 clusters
  Score: Raw -189052.854781 + Penalty 2520.206503 = -186532.648278
  nChanged 132
		SP:Iteration 6F (52513.220000 sec): 3 clusters
  Score: Raw -189259.723048 + Penalty 2520.206503 = -186739.516545
  nChanged 96
		SP:Iteration 7Q (52513.260000 sec): 3 clusters
  Score: Raw -189364.386060 + Penalty 2520.206503 = -186844.179557
  nChanged 60
		SP:Iteration 8Q (52513.310000 sec): 3 clusters
  Score: Raw -189431.805677 + Penalty 2520.206503 = -186911.599175
  nChanged 39
		SP:Iteration 9Q (52513.350000 sec): 3 clusters
  Score: Raw -189465.391371 + Penalty 2520.206503 = -186945.184869
  nChanged 12
		SP:Iteration 10Q (52513.390000 sec): 3 clusters
  Score: Raw -189471.353414 + Penalty 2520.206503 = -186951.146911
  nChanged 9
		SP:Iteration 11Q (52513.440000 sec): 3 clusters
  Score: Raw -189476.372912 + Penalty 2520.206503 = -186956.166409
  nChanged 6
		SP:Iteration 12Q (52513.480000 sec): 3 clusters
  Score: Raw -189480.188776 + Penalty 2520.206503 = -186959.982273
  nChanged 6
		SP:Iteration 13Q (52513.520000 sec): 3 clusters
  Score: Raw -189482.944496 + Penalty 2520.206503 = -186962.737993
  nChanged 5
		SP:Iteration 14Q (52513.560000 sec): 3 clusters
  Score: Raw -189485.197392 + Penalty 2520.206503 = -186964.990889
  nChanged 7
		SP:Iteration 15Q (52513.610000 sec): 3 clusters
  Score: Raw -189488.348602 + Penalty 2520.206503 = -186968.142099
  nChanged 4
		SP:Iteration 16Q (52513.650000 sec): 3 clusters
  Score: Raw -189489.473106 + Penalty 2520.206503 = -186969.266603
  nChanged 0
		SP:Iteration 17F (52513.690000 sec): 3 clusters
  Score: Raw -189489.473106 + Penalty 2520.206503 = -186969.266603
  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 5.70 GB.

 Trying to split cluster 8 (17720 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (52513.870000 sec): 2 clusters
  Score: Raw -1477923.999583 + Penalty 1589.647999 = -1476334.351584
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (52514.140000 sec): 3 clusters
  Score: Raw -1467456.782491 + Penalty 3179.295998 = -1464277.486493
  nChanged 7825
		SP:Iteration 1F (52514.420000 sec): 3 clusters
  Score: Raw -1471867.727207 + Penalty 3179.295998 = -1468688.431209
  nChanged 1134
		SP:Iteration 2F (52514.650000 sec): 3 clusters
  Score: Raw -1472502.384967 + Penalty 3179.295998 = -1469323.088970
  nChanged 1205
		SP:Iteration 3F (52514.930000 sec): 3 clusters
  Score: Raw -1473291.791425 + Penalty 3179.295998 = -1470112.495427
  nChanged 1318
		SP:Iteration 4F (52515.170000 sec): 3 clusters
  Score: Raw -1474299.775879 + Penalty 3179.295998 = -1471120.479882
  nChanged 1327
		SP:Iteration 5F (52515.440000 sec): 3 clusters
  Score: Raw -1475329.315269 + Penalty 3179.295998 = -1472150.019271
  nChanged 1200
		SP:Iteration 6F (52515.680000 sec): 3 clusters
  Score: Raw -1476211.413126 + Penalty 3179.295998 = -1473032.117128
  nChanged 932
		SP:Iteration 7F (52515.940000 sec): 3 clusters
  Score: Raw -1476795.603240 + Penalty 3179.295998 = -1473616.307242
  nChanged 728
		SP:Iteration 8Q (52516.230000 sec): 3 clusters
  Score: Raw -1477227.775976 + Penalty 3179.295998 = -1474048.479978
  nChanged 539
		SP:Iteration 9Q (52516.460000 sec): 3 clusters
  Score: Raw -1477561.011314 + Penalty 3179.295998 = -1474381.715316
  nChanged 399
		SP:Iteration 10Q (52516.740000 sec): 3 clusters
  Score: Raw -1477829.780707 + Penalty 3179.295998 = -1474650.484710
  nChanged 342
		SP:Iteration 11Q (52516.990000 sec): 3 clusters
  Score: Raw -1478036.535998 + Penalty 3179.295998 = -1474857.240000
  nChanged 284
		SP:Iteration 12Q (52517.250000 sec): 3 clusters
  Score: Raw -1478191.765840 + Penalty 3179.295998 = -1475012.469843
  nChanged 239
		SP:Iteration 13Q (52517.480000 sec): 3 clusters
  Score: Raw -1478322.590118 + Penalty 3179.295998 = -1475143.294121
  nChanged 215
		SP:Iteration 14Q (52517.740000 sec): 3 clusters
  Score: Raw -1478435.907479 + Penalty 3179.295998 = -1475256.611482
  nChanged 187
		SP:Iteration 15Q (52517.960000 sec): 3 clusters
  Score: Raw -1478548.752540 + Penalty 3179.295998 = -1475369.456542
  nChanged 171
		SP:Iteration 16Q (52518.210000 sec): 3 clusters
  Score: Raw -1478664.638366 + Penalty 3179.295998 = -1475485.342368
  nChanged 158
		SP:Iteration 17Q (52518.430000 sec): 3 clusters
  Score: Raw -1478774.917315 + Penalty 3179.295998 = -1475595.621318
  nChanged 148
		SP:Iteration 18Q (52518.640000 sec): 3 clusters
  Score: Raw -1478870.593723 + Penalty 3179.295998 = -1475691.297725
  nChanged 134
		SP:Iteration 19Q (52518.920000 sec): 3 clusters
  Score: Raw -1478941.336708 + Penalty 3179.295998 = -1475762.040710
  nChanged 97
		SP:Iteration 20F (52519.140000 sec): 3 clusters
  Score: Raw -1478997.293783 + Penalty 3179.295998 = -1475817.997785
  nChanged 81
		SP:Iteration 21Q (52519.400000 sec): 3 clusters
  Score: Raw -1479036.792901 + Penalty 3179.295998 = -1475857.496903
  nChanged 66
		SP:Iteration 22Q (52519.610000 sec): 3 clusters
  Score: Raw -1479058.324582 + Penalty 3179.295998 = -1475879.028584
  nChanged 50
		SP:Iteration 23Q (52519.820000 sec): 3 clusters
  Score: Raw -1479076.467666 + Penalty 3179.295998 = -1475897.171668
  nChanged 48
		SP:Iteration 24Q (52520.100000 sec): 3 clusters
  Score: Raw -1479095.894699 + Penalty 3179.295998 = -1475916.598701
  nChanged 32
		SP:Iteration 25Q (52520.300000 sec): 3 clusters
  Score: Raw -1479107.551439 + Penalty 3179.295998 = -1475928.255442
  nChanged 29
		SP:Iteration 26Q (52520.510000 sec): 3 clusters
  Score: Raw -1479113.983856 + Penalty 3179.295998 = -1475934.687858
  nChanged 19
		SP:Iteration 27Q (52520.780000 sec): 3 clusters
  Score: Raw -1479119.710617 + Penalty 3179.295998 = -1475940.414619
  nChanged 15
		SP:Iteration 28Q (52520.980000 sec): 3 clusters
  Score: Raw -1479123.236685 + Penalty 3179.295998 = -1475943.940687
  nChanged 10
		SP:Iteration 29Q (52521.190000 sec): 3 clusters
  Score: Raw -1479126.091527 + Penalty 3179.295998 = -1475946.795529
  nChanged 9
		SP:Iteration 30Q (52521.470000 sec): 3 clusters
  Score: Raw -1479128.558481 + Penalty 3179.295998 = -1475949.262483
  nChanged 7
		SP:Iteration 31Q (52521.670000 sec): 3 clusters
  Score: Raw -1479130.164291 + Penalty 3179.295998 = -1475950.868293
  nChanged 4
		SP:Iteration 32Q (52521.890000 sec): 3 clusters
  Score: Raw -1479130.702427 + Penalty 3179.295998 = -1475951.406430
  nChanged 4
		SP:Iteration 33Q (52522.120000 sec): 3 clusters
  Score: Raw -1479131.593985 + Penalty 3179.295998 = -1475952.297987
  nChanged 3
		SP:Iteration 34Q (52522.320000 sec): 3 clusters
  Score: Raw -1479131.953730 + Penalty 3179.295998 = -1475952.657732
  nChanged 1
		SP:Iteration 35Q (52522.520000 sec): 3 clusters
  Score: Raw -1479132.109966 + Penalty 3179.295998 = -1475952.813968
  nChanged 2
		SP:Iteration 36Q (52522.730000 sec): 3 clusters
  Score: Raw -1479132.273653 + Penalty 3179.295998 = -1475952.977655
  nChanged 3
		SP:Iteration 37Q (52523.000000 sec): 3 clusters
  Score: Raw -1479132.627974 + Penalty 3179.295998 = -1475953.331976
  nChanged 3
		SP:Iteration 38Q (52523.200000 sec): 3 clusters
  Score: Raw -1479132.908486 + Penalty 3179.295998 = -1475953.612488
  nChanged 1
		SP:Iteration 39Q (52523.420000 sec): 3 clusters
  Score: Raw -1479133.078873 + Penalty 3179.295998 = -1475953.782875
  nChanged 2
		SP:Iteration 40F (52523.710000 sec): 3 clusters
  Score: Raw -1479133.257188 + Penalty 3179.295998 = -1475953.961190
  nChanged 1
		SP:Iteration 41Q (52523.920000 sec): 3 clusters
  Score: Raw -1479133.414013 + Penalty 3179.295998 = -1475954.118015
  nChanged 1
		SP:Iteration 42Q (52524.200000 sec): 3 clusters
  Score: Raw -1479133.623944 + Penalty 3179.295998 = -1475954.327946
  nChanged 0
		SP:Iteration 43F (52524.420000 sec): 3 clusters
  Score: Raw -1479133.623944 + Penalty 3179.295998 = -1475954.327946
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 9 (8762 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (52524.520000 sec): 2 clusters
  Score: Raw -774811.124300 + Penalty 1475.204164 = -773335.920136
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (52524.670000 sec): 3 clusters
  Score: Raw -769949.774174 + Penalty 2950.408327 = -766999.365847
  nChanged 3824
		SP:Iteration 1F (52524.800000 sec): 3 clusters
  Score: Raw -772661.567669 + Penalty 2950.408327 = -769711.159342
  nChanged 998
		SP:Iteration 2F (52524.930000 sec): 3 clusters
  Score: Raw -774039.027513 + Penalty 2950.408327 = -771088.619186
  nChanged 1000
		SP:Iteration 3F (52525.060000 sec): 3 clusters
  Score: Raw -775863.767470 + Penalty 2950.408327 = -772913.359143
  nChanged 884
		SP:Iteration 4F (52525.200000 sec): 3 clusters
  Score: Raw -777797.513068 + Penalty 2950.408327 = -774847.104741
  nChanged 598
		SP:Iteration 5F (52525.340000 sec): 3 clusters
  Score: Raw -778837.489197 + Penalty 2950.408327 = -775887.080869
  nChanged 357
		SP:Iteration 6Q (52525.470000 sec): 3 clusters
  Score: Raw -779341.471633 + Penalty 2950.408327 = -776391.063305
  nChanged 188
		SP:Iteration 7Q (52525.610000 sec): 3 clusters
  Score: Raw -779438.134245 + Penalty 2950.408327 = -776487.725918
  nChanged 97
		SP:Iteration 8Q (52525.740000 sec): 3 clusters
  Score: Raw -779469.328327 + Penalty 2950.408327 = -776518.920000
  nChanged 48
		SP:Iteration 9Q (52525.870000 sec): 3 clusters
  Score: Raw -779481.288149 + Penalty 2950.408327 = -776530.879821
  nChanged 32
		SP:Iteration 10Q (52525.990000 sec): 3 clusters
  Score: Raw -779488.824271 + Penalty 2950.408327 = -776538.415944
  nChanged 23
		SP:Iteration 11Q (52526.120000 sec): 3 clusters
  Score: Raw -779497.430263 + Penalty 2950.408327 = -776547.021935
  nChanged 34
		SP:Iteration 12Q (52526.250000 sec): 3 clusters
  Score: Raw -779510.479281 + Penalty 2950.408327 = -776560.070953
  nChanged 34
		SP:Iteration 13Q (52526.390000 sec): 3 clusters
  Score: Raw -779524.429937 + Penalty 2950.408327 = -776574.021610
  nChanged 32
		SP:Iteration 14Q (52526.520000 sec): 3 clusters
  Score: Raw -779542.768046 + Penalty 2950.408327 = -776592.359719
  nChanged 53
		SP:Iteration 15Q (52526.660000 sec): 3 clusters
  Score: Raw -779581.743739 + Penalty 2950.408327 = -776631.335411
  nChanged 51
		SP:Iteration 16Q (52526.790000 sec): 3 clusters
  Score: Raw -779620.361826 + Penalty 2950.408327 = -776669.953498
  nChanged 52
		SP:Iteration 17Q (52526.930000 sec): 3 clusters
  Score: Raw -779656.908631 + Penalty 2950.408327 = -776706.500304
  nChanged 58
		SP:Iteration 18Q (52527.060000 sec): 3 clusters
  Score: Raw -779683.281821 + Penalty 2950.408327 = -776732.873493
  nChanged 43
		SP:Iteration 19Q (52527.190000 sec): 3 clusters
  Score: Raw -779709.041625 + Penalty 2950.408327 = -776758.633298
  nChanged 39
		SP:Iteration 20F (52527.320000 sec): 3 clusters
  Score: Raw -779731.062632 + Penalty 2950.408327 = -776780.654305
  nChanged 38
		SP:Iteration 21Q (52527.440000 sec): 3 clusters
  Score: Raw -779749.253302 + Penalty 2950.408327 = -776798.844975
  nChanged 45
		SP:Iteration 22Q (52527.580000 sec): 3 clusters
  Score: Raw -779778.892259 + Penalty 2950.408327 = -776828.483932
  nChanged 50
		SP:Iteration 23Q (52527.710000 sec): 3 clusters
  Score: Raw -779808.932223 + Penalty 2950.408327 = -776858.523896
  nChanged 48
		SP:Iteration 24Q (52527.850000 sec): 3 clusters
  Score: Raw -779846.745614 + Penalty 2950.408327 = -776896.337286
  nChanged 49
		SP:Iteration 25Q (52527.980000 sec): 3 clusters
  Score: Raw -779887.103941 + Penalty 2950.408327 = -776936.695614
  nChanged 55
		SP:Iteration 26Q (52528.110000 sec): 3 clusters
  Score: Raw -779945.622023 + Penalty 2950.408327 = -776995.213696
  nChanged 56
		SP:Iteration 27Q (52528.250000 sec): 3 clusters
  Score: Raw -779995.129594 + Penalty 2950.408327 = -777044.721267
  nChanged 56
		SP:Iteration 28Q (52528.370000 sec): 3 clusters
  Score: Raw -780051.576097 + Penalty 2950.408327 = -777101.167769
  nChanged 46
		SP:Iteration 29Q (52528.500000 sec): 3 clusters
  Score: Raw -780085.351567 + Penalty 2950.408327 = -777134.943240
  nChanged 36
		SP:Iteration 30Q (52528.620000 sec): 3 clusters
  Score: Raw -780105.362047 + Penalty 2950.408327 = -777154.953720
  nChanged 26
		SP:Iteration 31Q (52528.740000 sec): 3 clusters
  Score: Raw -780115.995683 + Penalty 2950.408327 = -777165.587356
  nChanged 14
		SP:Iteration 32Q (52528.860000 sec): 3 clusters
  Score: Raw -780123.331250 + Penalty 2950.408327 = -777172.922923
  nChanged 16
		SP:Iteration 33Q (52528.980000 sec): 3 clusters
  Score: Raw -780129.752593 + Penalty 2950.408327 = -777179.344266
  nChanged 15
		SP:Iteration 34Q (52529.110000 sec): 3 clusters
  Score: Raw -780133.379675 + Penalty 2950.408327 = -777182.971348
  nChanged 9
		SP:Iteration 35Q (52529.240000 sec): 3 clusters
  Score: Raw -780136.611016 + Penalty 2950.408327 = -777186.202689
  nChanged 14
		SP:Iteration 36Q (52529.370000 sec): 3 clusters
  Score: Raw -780140.783321 + Penalty 2950.408327 = -777190.374994
  nChanged 11
		SP:Iteration 37Q (52529.490000 sec): 3 clusters
  Score: Raw -780145.045606 + Penalty 2950.408327 = -777194.637279
  nChanged 12
		SP:Iteration 38Q (52529.620000 sec): 3 clusters
  Score: Raw -780148.627788 + Penalty 2950.408327 = -777198.219461
  nChanged 14
		SP:Iteration 39Q (52529.750000 sec): 3 clusters
  Score: Raw -780152.968958 + Penalty 2950.408327 = -777202.560631
  nChanged 12
		SP:Iteration 40F (52529.890000 sec): 3 clusters
  Score: Raw -780157.628878 + Penalty 2950.408327 = -777207.220550
  nChanged 13
		SP:Iteration 41Q (52530.010000 sec): 3 clusters
  Score: Raw -780163.925570 + Penalty 2950.408327 = -777213.517243
  nChanged 18
		SP:Iteration 42Q (52530.140000 sec): 3 clusters
  Score: Raw -780169.119507 + Penalty 2950.408327 = -777218.711180
  nChanged 13
		SP:Iteration 43Q (52530.270000 sec): 3 clusters
  Score: Raw -780172.801390 + Penalty 2950.408327 = -777222.393063
  nChanged 15
		SP:Iteration 44Q (52530.390000 sec): 3 clusters
  Score: Raw -780178.246845 + Penalty 2950.408327 = -777227.838518
  nChanged 12
		SP:Iteration 45Q (52530.510000 sec): 3 clusters
  Score: Raw -780181.593561 + Penalty 2950.408327 = -777231.185234
  nChanged 14
		SP:Iteration 46Q (52530.620000 sec): 3 clusters
  Score: Raw -780185.806339 + Penalty 2950.408327 = -777235.398012
  nChanged 8
		SP:Iteration 47Q (52530.750000 sec): 3 clusters
  Score: Raw -780188.194091 + Penalty 2950.408327 = -777237.785763
  nChanged 9
		SP:Iteration 48Q (52530.880000 sec): 3 clusters
  Score: Raw -780190.393743 + Penalty 2950.408327 = -777239.985415
  nChanged 11
		SP:Iteration 49Q (52531.000000 sec): 3 clusters
  Score: Raw -780193.911189 + Penalty 2950.408327 = -777243.502861
  nChanged 4
		SP:Iteration 50Q (52531.130000 sec): 3 clusters
  Score: Raw -780194.398328 + Penalty 2950.408327 = -777243.990000
  nChanged 0
		SP:Iteration 51F (52531.270000 sec): 3 clusters
  Score: Raw -780194.398328 + Penalty 2950.408327 = -777243.990000
  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 5.70 GB.

 Trying to split cluster 10 (24254 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (52531.490000 sec): 2 clusters
  Score: Raw -1979207.075906 + Penalty 1640.654735 = -1977566.421171
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (52531.790000 sec): 3 clusters
  Score: Raw -1964462.856564 + Penalty 3281.309470 = -1961181.547094
  nChanged 10949
		SP:Iteration 1F (52532.070000 sec): 3 clusters
  Score: Raw -1970966.939966 + Penalty 3281.309470 = -1967685.630495
  nChanged 1588
		SP:Iteration 2F (52532.340000 sec): 3 clusters
  Score: Raw -1971873.042502 + Penalty 3281.309470 = -1968591.733032
  nChanged 1605
		SP:Iteration 3F (52532.640000 sec): 3 clusters
  Score: Raw -1972893.643076 + Penalty 3281.309470 = -1969612.333606
  nChanged 1593
		SP:Iteration 4F (52532.970000 sec): 3 clusters
  Score: Raw -1973981.605314 + Penalty 3281.309470 = -1970700.295844
  nChanged 1616
		SP:Iteration 5F (52533.270000 sec): 3 clusters
  Score: Raw -1974994.580452 + Penalty 3281.309470 = -1971713.270982
  nChanged 1493
		SP:Iteration 6F (52533.550000 sec): 3 clusters
  Score: Raw -1975935.935100 + Penalty 3281.309470 = -1972654.625629
  nChanged 1278
		SP:Iteration 7F (52533.870000 sec): 3 clusters
  Score: Raw -1976751.125652 + Penalty 3281.309470 = -1973469.816182
  nChanged 1058
		SP:Iteration 8Q (52534.180000 sec): 3 clusters
  Score: Raw -1977368.869954 + Penalty 3281.309470 = -1974087.560484
  nChanged 930
		SP:Iteration 9Q (52534.460000 sec): 3 clusters
  Score: Raw -1977880.420439 + Penalty 3281.309470 = -1974599.110969
  nChanged 763
		SP:Iteration 10Q (52534.750000 sec): 3 clusters
  Score: Raw -1978274.151102 + Penalty 3281.309470 = -1974992.841632
  nChanged 604
		SP:Iteration 11Q (52535.070000 sec): 3 clusters
  Score: Raw -1978612.842066 + Penalty 3281.309470 = -1975331.532596
  nChanged 551
		SP:Iteration 12Q (52535.370000 sec): 3 clusters
  Score: Raw -1978895.428263 + Penalty 3281.309470 = -1975614.118793
  nChanged 456
		SP:Iteration 13Q (52535.650000 sec): 3 clusters
  Score: Raw -1979130.109207 + Penalty 3281.309470 = -1975848.799737
  nChanged 389
		SP:Iteration 14Q (52535.920000 sec): 3 clusters
  Score: Raw -1979346.327646 + Penalty 3281.309470 = -1976065.018176
  nChanged 371
		SP:Iteration 15Q (52536.190000 sec): 3 clusters
  Score: Raw -1979556.543486 + Penalty 3281.309470 = -1976275.234016
  nChanged 327
		SP:Iteration 16Q (52536.510000 sec): 3 clusters
  Score: Raw -1979752.340424 + Penalty 3281.309470 = -1976471.030954
  nChanged 294
		SP:Iteration 17Q (52536.800000 sec): 3 clusters
  Score: Raw -1979911.652739 + Penalty 3281.309470 = -1976630.343269
  nChanged 250
		SP:Iteration 18Q (52537.070000 sec): 3 clusters
  Score: Raw -1980034.101679 + Penalty 3281.309470 = -1976752.792209
  nChanged 236
		SP:Iteration 19Q (52537.370000 sec): 3 clusters
  Score: Raw -1980159.771992 + Penalty 3281.309470 = -1976878.462522
  nChanged 237
		SP:Iteration 20F (52537.640000 sec): 3 clusters
  Score: Raw -1980269.577523 + Penalty 3281.309470 = -1976988.268053
  nChanged 202
		SP:Iteration 21Q (52537.910000 sec): 3 clusters
  Score: Raw -1980349.734325 + Penalty 3281.309470 = -1977068.424855
  nChanged 167
		SP:Iteration 22Q (52538.170000 sec): 3 clusters
  Score: Raw -1980403.044014 + Penalty 3281.309470 = -1977121.734544
  nChanged 155
		SP:Iteration 23Q (52538.430000 sec): 3 clusters
  Score: Raw -1980453.901938 + Penalty 3281.309470 = -1977172.592467
  nChanged 134
		SP:Iteration 24Q (52538.690000 sec): 3 clusters
  Score: Raw -1980492.996806 + Penalty 3281.309470 = -1977211.687336
  nChanged 101
		SP:Iteration 25Q (52538.960000 sec): 3 clusters
  Score: Raw -1980517.941049 + Penalty 3281.309470 = -1977236.631579
  nChanged 82
		SP:Iteration 26Q (52539.220000 sec): 3 clusters
  Score: Raw -1980535.017833 + Penalty 3281.309470 = -1977253.708363
  nChanged 72
		SP:Iteration 27Q (52539.480000 sec): 3 clusters
  Score: Raw -1980547.209863 + Penalty 3281.309470 = -1977265.900393
  nChanged 49
		SP:Iteration 28Q (52539.740000 sec): 3 clusters
  Score: Raw -1980556.781843 + Penalty 3281.309470 = -1977275.472373
  nChanged 50
		SP:Iteration 29Q (52540.000000 sec): 3 clusters
  Score: Raw -1980564.220113 + Penalty 3281.309470 = -1977282.910643
  nChanged 41
		SP:Iteration 30Q (52540.260000 sec): 3 clusters
  Score: Raw -1980569.375945 + Penalty 3281.309470 = -1977288.066475
  nChanged 27
		SP:Iteration 31Q (52540.520000 sec): 3 clusters
  Score: Raw -1980572.739720 + Penalty 3281.309470 = -1977291.430250
  nChanged 24
		SP:Iteration 32Q (52540.780000 sec): 3 clusters
  Score: Raw -1980575.834102 + Penalty 3281.309470 = -1977294.524632
  nChanged 24
		SP:Iteration 33Q (52541.030000 sec): 3 clusters
  Score: Raw -1980579.153773 + Penalty 3281.309470 = -1977297.844303
  nChanged 21
		SP:Iteration 34Q (52541.320000 sec): 3 clusters
  Score: Raw -1980580.838370 + Penalty 3281.309470 = -1977299.528899
  nChanged 15
		SP:Iteration 35Q (52541.580000 sec): 3 clusters
  Score: Raw -1980582.035872 + Penalty 3281.309470 = -1977300.726402
  nChanged 10
		SP:Iteration 36Q (52541.840000 sec): 3 clusters
  Score: Raw -1980583.048775 + Penalty 3281.309470 = -1977301.739305
  nChanged 7
		SP:Iteration 37Q (52542.100000 sec): 3 clusters
  Score: Raw -1980583.732145 + Penalty 3281.309470 = -1977302.422675
  nChanged 4
		SP:Iteration 38Q (52542.350000 sec): 3 clusters
  Score: Raw -1980584.105357 + Penalty 3281.309470 = -1977302.795887
  nChanged 4
		SP:Iteration 39Q (52542.610000 sec): 3 clusters
  Score: Raw -1980584.321898 + Penalty 3281.309470 = -1977303.012428
  nChanged 1
		SP:Iteration 40F (52542.920000 sec): 3 clusters
  Score: Raw -1980584.367897 + Penalty 3281.309470 = -1977303.058426
  nChanged 1
		SP:Iteration 41Q (52543.180000 sec): 3 clusters
  Score: Raw -1980584.437330 + Penalty 3281.309470 = -1977303.127859
  nChanged 1
		SP:Iteration 42Q (52543.440000 sec): 3 clusters
  Score: Raw -1980584.513788 + Penalty 3281.309470 = -1977303.204318
  nChanged 0
		SP:Iteration 43F (52543.720000 sec): 3 clusters
  Score: Raw -1980584.513788 + Penalty 3281.309470 = -1977303.204318
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 11 (7252 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (52543.820000 sec): 2 clusters
  Score: Raw -562988.989851 + Penalty 1444.467793 = -561544.522058
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (52543.940000 sec): 3 clusters
  Score: Raw -559111.593371 + Penalty 2888.935586 = -556222.657785
  nChanged 3137
		SP:Iteration 1F (52544.050000 sec): 3 clusters
  Score: Raw -561952.154829 + Penalty 2888.935586 = -559063.219243
  nChanged 911
		SP:Iteration 2F (52544.160000 sec): 3 clusters
  Score: Raw -563151.504321 + Penalty 2888.935586 = -560262.568736
  nChanged 706
		SP:Iteration 3F (52544.280000 sec): 3 clusters
  Score: Raw -563939.930432 + Penalty 2888.935586 = -561050.994846
  nChanged 511
		SP:Iteration 4F (52544.390000 sec): 3 clusters
  Score: Raw -564506.828646 + Penalty 2888.935586 = -561617.893060
  nChanged 374
		SP:Iteration 5F (52544.510000 sec): 3 clusters
  Score: Raw -564841.263851 + Penalty 2888.935586 = -561952.328265
  nChanged 253
		SP:Iteration 6Q (52544.620000 sec): 3 clusters
  Score: Raw -565003.129465 + Penalty 2888.935586 = -562114.193879
  nChanged 167
		SP:Iteration 7Q (52544.740000 sec): 3 clusters
  Score: Raw -565154.540673 + Penalty 2888.935586 = -562265.605087
  nChanged 150
		SP:Iteration 8Q (52544.880000 sec): 3 clusters
  Score: Raw -565417.199566 + Penalty 2888.935586 = -562528.263980
  nChanged 173
		SP:Iteration 9Q (52545.000000 sec): 3 clusters
  Score: Raw -565607.595262 + Penalty 2888.935586 = -562718.659677
  nChanged 150
		SP:Iteration 10Q (52545.130000 sec): 3 clusters
  Score: Raw -565693.115554 + Penalty 2888.935586 = -562804.179968
  nChanged 95
		SP:Iteration 11Q (52545.260000 sec): 3 clusters
  Score: Raw -565739.856906 + Penalty 2888.935586 = -562850.921320
  nChanged 65
		SP:Iteration 12Q (52545.380000 sec): 3 clusters
  Score: Raw -565775.957650 + Penalty 2888.935586 = -562887.022064
  nChanged 44
		SP:Iteration 13Q (52545.510000 sec): 3 clusters
  Score: Raw -565791.368870 + Penalty 2888.935586 = -562902.433284
  nChanged 34
		SP:Iteration 14Q (52545.630000 sec): 3 clusters
  Score: Raw -565800.316635 + Penalty 2888.935586 = -562911.381049
  nChanged 22
		SP:Iteration 15Q (52545.760000 sec): 3 clusters
  Score: Raw -565805.990079 + Penalty 2888.935586 = -562917.054493
  nChanged 25
		SP:Iteration 16Q (52545.880000 sec): 3 clusters
  Score: Raw -565816.756933 + Penalty 2888.935586 = -562927.821347
  nChanged 30
		SP:Iteration 17Q (52546.010000 sec): 3 clusters
  Score: Raw -565836.620371 + Penalty 2888.935586 = -562947.684785
  nChanged 31
		SP:Iteration 18Q (52546.130000 sec): 3 clusters
  Score: Raw -565853.832112 + Penalty 2888.935586 = -562964.896526
  nChanged 30
		SP:Iteration 19Q (52546.260000 sec): 3 clusters
  Score: Raw -565876.405179 + Penalty 2888.935586 = -562987.469593
  nChanged 35
		SP:Iteration 20F (52546.380000 sec): 3 clusters
  Score: Raw -565916.915501 + Penalty 2888.935586 = -563027.979915
  nChanged 50
		SP:Iteration 21Q (52546.510000 sec): 3 clusters
  Score: Raw -565945.783992 + Penalty 2888.935586 = -563056.848406
  nChanged 38
		SP:Iteration 22Q (52546.640000 sec): 3 clusters
  Score: Raw -565963.710000 + Penalty 2888.935586 = -563074.774414
  nChanged 32
		SP:Iteration 23Q (52546.760000 sec): 3 clusters
  Score: Raw -565973.707319 + Penalty 2888.935586 = -563084.771733
  nChanged 20
		SP:Iteration 24Q (52546.890000 sec): 3 clusters
  Score: Raw -565978.689536 + Penalty 2888.935586 = -563089.753950
  nChanged 15
		SP:Iteration 25Q (52547.010000 sec): 3 clusters
  Score: Raw -565982.327017 + Penalty 2888.935586 = -563093.391431
  nChanged 14
		SP:Iteration 26Q (52547.140000 sec): 3 clusters
  Score: Raw -565984.612551 + Penalty 2888.935586 = -563095.676965
  nChanged 7
		SP:Iteration 27Q (52547.260000 sec): 3 clusters
  Score: Raw -565986.190579 + Penalty 2888.935586 = -563097.254993
  nChanged 9
		SP:Iteration 28Q (52547.390000 sec): 3 clusters
  Score: Raw -565987.496997 + Penalty 2888.935586 = -563098.561411
  nChanged 5
		SP:Iteration 29Q (52547.510000 sec): 3 clusters
  Score: Raw -565988.421799 + Penalty 2888.935586 = -563099.486213
  nChanged 3
		SP:Iteration 30Q (52547.640000 sec): 3 clusters
  Score: Raw -565988.697238 + Penalty 2888.935586 = -563099.761652
  nChanged 0
		SP:Iteration 31F (52547.760000 sec): 3 clusters
  Score: Raw -565988.697238 + Penalty 2888.935586 = -563099.761652
  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 5.70 GB.

 Trying to split cluster 12 (10727 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (52547.880000 sec): 2 clusters
  Score: Raw -952500.284203 + Penalty 1508.084371 = -950992.199832
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (52548.050000 sec): 3 clusters
  Score: Raw -946434.866526 + Penalty 3016.168742 = -943418.697784
  nChanged 4681
		SP:Iteration 1F (52548.220000 sec): 3 clusters
  Score: Raw -948908.276042 + Penalty 3016.168742 = -945892.107300
  nChanged 632
		SP:Iteration 2F (52548.380000 sec): 3 clusters
  Score: Raw -949176.172216 + Penalty 3016.168742 = -946160.003474
  nChanged 528
		SP:Iteration 3Q (52548.550000 sec): 3 clusters
  Score: Raw -949379.874107 + Penalty 3016.168742 = -946363.705365
  nChanged 476
		SP:Iteration 4Q (52548.750000 sec): 3 clusters
  Score: Raw -949590.341090 + Penalty 3016.168742 = -946574.172348
  nChanged 492
		SP:Iteration 5Q (52548.900000 sec): 3 clusters
  Score: Raw -949802.630530 + Penalty 3016.168742 = -946786.461788
  nChanged 463
		SP:Iteration 6Q (52549.070000 sec): 3 clusters
  Score: Raw -950019.696068 + Penalty 3016.168742 = -947003.527326
  nChanged 494
		SP:Iteration 7Q (52549.220000 sec): 3 clusters
  Score: Raw -950287.655828 + Penalty 3016.168742 = -947271.487086
  nChanged 533
		SP:Iteration 8Q (52549.410000 sec): 3 clusters
  Score: Raw -950599.816211 + Penalty 3016.168742 = -947583.647469
  nChanged 592
		SP:Iteration 9F (52549.560000 sec): 3 clusters
  Score: Raw -950994.496500 + Penalty 3016.168742 = -947978.327758
  nChanged 556
		SP:Iteration 10F (52549.730000 sec): 3 clusters
  Score: Raw -951355.394622 + Penalty 3016.168742 = -948339.225880
  nChanged 522
		SP:Iteration 11Q (52549.900000 sec): 3 clusters
  Score: Raw -951694.495871 + Penalty 3016.168742 = -948678.327129
  nChanged 450
		SP:Iteration 12Q (52550.060000 sec): 3 clusters
  Score: Raw -951969.775512 + Penalty 3016.168742 = -948953.606770
  nChanged 355
		SP:Iteration 13Q (52550.260000 sec): 3 clusters
  Score: Raw -952138.649315 + Penalty 3016.168742 = -949122.480573
  nChanged 299
		SP:Iteration 14Q (52550.410000 sec): 3 clusters
  Score: Raw -952261.865332 + Penalty 3016.168742 = -949245.696590
  nChanged 238
		SP:Iteration 15Q (52550.580000 sec): 3 clusters
  Score: Raw -952356.617087 + Penalty 3016.168742 = -949340.448345
  nChanged 209
		SP:Iteration 16Q (52550.730000 sec): 3 clusters
  Score: Raw -952433.404584 + Penalty 3016.168742 = -949417.235842
  nChanged 176
		SP:Iteration 17Q (52550.910000 sec): 3 clusters
  Score: Raw -952496.500580 + Penalty 3016.168742 = -949480.331838
  nChanged 151
		SP:Iteration 18Q (52551.070000 sec): 3 clusters
  Score: Raw -952551.561529 + Penalty 3016.168742 = -949535.392787
  nChanged 138
		SP:Iteration 19Q (52551.250000 sec): 3 clusters
  Score: Raw -952596.697843 + Penalty 3016.168742 = -949580.529100
  nChanged 120
		SP:Iteration 20F (52551.400000 sec): 3 clusters
  Score: Raw -952632.924364 + Penalty 3016.168742 = -949616.755622
  nChanged 110
		SP:Iteration 21Q (52551.580000 sec): 3 clusters
  Score: Raw -952670.672365 + Penalty 3016.168742 = -949654.503623
  nChanged 124
		SP:Iteration 22Q (52551.750000 sec): 3 clusters
  Score: Raw -952713.547555 + Penalty 3016.168742 = -949697.378812
  nChanged 115
		SP:Iteration 23Q (52551.920000 sec): 3 clusters
  Score: Raw -952750.301351 + Penalty 3016.168742 = -949734.132609
  nChanged 114
		SP:Iteration 24Q (52552.110000 sec): 3 clusters
  Score: Raw -952787.682356 + Penalty 3016.168742 = -949771.513614
  nChanged 128
		SP:Iteration 25Q (52552.270000 sec): 3 clusters
  Score: Raw -952826.896830 + Penalty 3016.168742 = -949810.728088
  nChanged 113
		SP:Iteration 26Q (52552.430000 sec): 3 clusters
  Score: Raw -952862.017594 + Penalty 3016.168742 = -949845.848851
  nChanged 117
		SP:Iteration 27Q (52552.580000 sec): 3 clusters
  Score: Raw -952898.181065 + Penalty 3016.168742 = -949882.012323
  nChanged 115
		SP:Iteration 28Q (52552.760000 sec): 3 clusters
  Score: Raw -952932.357189 + Penalty 3016.168742 = -949916.188447
  nChanged 111
		SP:Iteration 29Q (52552.920000 sec): 3 clusters
  Score: Raw -952966.089658 + Penalty 3016.168742 = -949949.920915
  nChanged 117
		SP:Iteration 30Q (52553.100000 sec): 3 clusters
  Score: Raw -952999.668056 + Penalty 3016.168742 = -949983.499314
  nChanged 108
		SP:Iteration 31Q (52553.270000 sec): 3 clusters
  Score: Raw -953032.312861 + Penalty 3016.168742 = -950016.144119
  nChanged 132
		SP:Iteration 32Q (52553.440000 sec): 3 clusters
  Score: Raw -953072.104427 + Penalty 3016.168742 = -950055.935685
  nChanged 143
		SP:Iteration 33Q (52553.610000 sec): 3 clusters
  Score: Raw -953110.836079 + Penalty 3016.168742 = -950094.667337
  nChanged 127
		SP:Iteration 34Q (52553.760000 sec): 3 clusters
  Score: Raw -953144.562765 + Penalty 3016.168742 = -950128.394023
  nChanged 127
		SP:Iteration 35Q (52553.940000 sec): 3 clusters
  Score: Raw -953179.657092 + Penalty 3016.168742 = -950163.488350
  nChanged 151
		SP:Iteration 36Q (52554.090000 sec): 3 clusters
  Score: Raw -953220.128829 + Penalty 3016.168742 = -950203.960087
  nChanged 139
		SP:Iteration 37Q (52554.270000 sec): 3 clusters
  Score: Raw -953252.379189 + Penalty 3016.168742 = -950236.210447
  nChanged 110
		SP:Iteration 38Q (52554.430000 sec): 3 clusters
  Score: Raw -953278.330223 + Penalty 3016.168742 = -950262.161481
  nChanged 121
		SP:Iteration 39Q (52554.600000 sec): 3 clusters
  Score: Raw -953308.637038 + Penalty 3016.168742 = -950292.468296
  nChanged 122
		SP:Iteration 40F (52554.760000 sec): 3 clusters
  Score: Raw -953337.900772 + Penalty 3016.168742 = -950321.732030
  nChanged 103
		SP:Iteration 41Q (52554.920000 sec): 3 clusters
  Score: Raw -953364.144797 + Penalty 3016.168742 = -950347.976055
  nChanged 115
		SP:Iteration 42Q (52555.110000 sec): 3 clusters
  Score: Raw -953391.938798 + Penalty 3016.168742 = -950375.770056
  nChanged 108
		SP:Iteration 43Q (52555.270000 sec): 3 clusters
  Score: Raw -953415.907159 + Penalty 3016.168742 = -950399.738417
  nChanged 96
		SP:Iteration 44Q (52555.440000 sec): 3 clusters
  Score: Raw -953435.550761 + Penalty 3016.168742 = -950419.382019
  nChanged 79
		SP:Iteration 45Q (52555.590000 sec): 3 clusters
  Score: Raw -953452.798664 + Penalty 3016.168742 = -950436.629922
  nChanged 80
		SP:Iteration 46Q (52555.760000 sec): 3 clusters
  Score: Raw -953471.075065 + Penalty 3016.168742 = -950454.906323
  nChanged 76
		SP:Iteration 47Q (52555.930000 sec): 3 clusters
  Score: Raw -953490.697147 + Penalty 3016.168742 = -950474.528405
  nChanged 89
		SP:Iteration 48Q (52556.080000 sec): 3 clusters
  Score: Raw -953513.433933 + Penalty 3016.168742 = -950497.265191
  nChanged 71
		SP:Iteration 49Q (52556.260000 sec): 3 clusters
  Score: Raw -953529.864520 + Penalty 3016.168742 = -950513.695778
  nChanged 66
		SP:Iteration 50Q (52556.420000 sec): 3 clusters
  Score: Raw -953545.372963 + Penalty 3016.168742 = -950529.204221
  nChanged 69
		SP:Iteration 51Q (52556.590000 sec): 3 clusters
  Score: Raw -953561.546294 + Penalty 3016.168742 = -950545.377552
  nChanged 65
		SP:Iteration 52Q (52556.750000 sec): 3 clusters
  Score: Raw -953575.632958 + Penalty 3016.168742 = -950559.464216
  nChanged 61
		SP:Iteration 53Q (52556.910000 sec): 3 clusters
  Score: Raw -953587.714023 + Penalty 3016.168742 = -950571.545281
  nChanged 52
		SP:Iteration 54Q (52557.090000 sec): 3 clusters
  Score: Raw -953600.305004 + Penalty 3016.168742 = -950584.136262
  nChanged 54
		SP:Iteration 55Q (52557.250000 sec): 3 clusters
  Score: Raw -953611.374497 + Penalty 3016.168742 = -950595.205755
  nChanged 44
		SP:Iteration 56Q (52557.410000 sec): 3 clusters
  Score: Raw -953619.144151 + Penalty 3016.168742 = -950602.975409
  nChanged 43
		SP:Iteration 57Q (52557.570000 sec): 3 clusters
  Score: Raw -953626.732674 + Penalty 3016.168742 = -950610.563932
  nChanged 45
		SP:Iteration 58Q (52557.730000 sec): 3 clusters
  Score: Raw -953635.775719 + Penalty 3016.168742 = -950619.606976
  nChanged 46
		SP:Iteration 59Q (52557.920000 sec): 3 clusters
  Score: Raw -953644.312701 + Penalty 3016.168742 = -950628.143958
  nChanged 36
		SP:Iteration 60F (52558.070000 sec): 3 clusters
  Score: Raw -953650.877489 + Penalty 3016.168742 = -950634.708746
  nChanged 38
		SP:Iteration 61Q (52558.240000 sec): 3 clusters
  Score: Raw -953657.685632 + Penalty 3016.168742 = -950641.516890
  nChanged 32
		SP:Iteration 62Q (52558.400000 sec): 3 clusters
  Score: Raw -953663.207811 + Penalty 3016.168742 = -950647.039069
  nChanged 22
		SP:Iteration 63Q (52558.560000 sec): 3 clusters
  Score: Raw -953667.156665 + Penalty 3016.168742 = -950650.987923
  nChanged 34
		SP:Iteration 64Q (52558.720000 sec): 3 clusters
  Score: Raw -953673.726896 + Penalty 3016.168742 = -950657.558153
  nChanged 22
		SP:Iteration 65Q (52558.870000 sec): 3 clusters
  Score: Raw -953678.026136 + Penalty 3016.168742 = -950661.857394
  nChanged 27
		SP:Iteration 66Q (52559.050000 sec): 3 clusters
  Score: Raw -953682.421291 + Penalty 3016.168742 = -950666.252548
  nChanged 17
		SP:Iteration 67Q (52559.210000 sec): 3 clusters
  Score: Raw -953685.061708 + Penalty 3016.168742 = -950668.892966
  nChanged 15
		SP:Iteration 68Q (52559.370000 sec): 3 clusters
  Score: Raw -953687.305514 + Penalty 3016.168742 = -950671.136772
  nChanged 13
		SP:Iteration 69Q (52559.550000 sec): 3 clusters
  Score: Raw -953689.451414 + Penalty 3016.168742 = -950673.282672
  nChanged 13
		SP:Iteration 70Q (52559.700000 sec): 3 clusters
  Score: Raw -953691.374459 + Penalty 3016.168742 = -950675.205717
  nChanged 14
		SP:Iteration 71Q (52559.880000 sec): 3 clusters
  Score: Raw -953693.396397 + Penalty 3016.168742 = -950677.227655
  nChanged 13
		SP:Iteration 72Q (52560.030000 sec): 3 clusters
  Score: Raw -953695.382604 + Penalty 3016.168742 = -950679.213862
  nChanged 17
		SP:Iteration 73Q (52560.190000 sec): 3 clusters
  Score: Raw -953699.472464 + Penalty 3016.168742 = -950683.303722
  nChanged 29
		SP:Iteration 74Q (52560.370000 sec): 3 clusters
  Score: Raw -953705.172372 + Penalty 3016.168742 = -950689.003630
  nChanged 17
		SP:Iteration 75Q (52560.520000 sec): 3 clusters
  Score: Raw -953707.725216 + Penalty 3016.168742 = -950691.556474
  nChanged 15
		SP:Iteration 76Q (52560.690000 sec): 3 clusters
  Score: Raw -953709.761586 + Penalty 3016.168742 = -950693.592843
  nChanged 10
		SP:Iteration 77Q (52560.840000 sec): 3 clusters
  Score: Raw -953711.107903 + Penalty 3016.168742 = -950694.939161
  nChanged 10
		SP:Iteration 78Q (52561.000000 sec): 3 clusters
  Score: Raw -953713.076903 + Penalty 3016.168742 = -950696.908161
  nChanged 10
		SP:Iteration 79Q (52561.160000 sec): 3 clusters
  Score: Raw -953714.549429 + Penalty 3016.168742 = -950698.380687
  nChanged 10
		SP:Iteration 80F (52561.320000 sec): 3 clusters
  Score: Raw -953716.235059 + Penalty 3016.168742 = -950700.066316
  nChanged 8
		SP:Iteration 81Q (52561.500000 sec): 3 clusters
  Score: Raw -953717.342874 + Penalty 3016.168742 = -950701.174132
  nChanged 7
		SP:Iteration 82Q (52561.650000 sec): 3 clusters
  Score: Raw -953718.332813 + Penalty 3016.168742 = -950702.164071
  nChanged 8
		SP:Iteration 83Q (52561.810000 sec): 3 clusters
  Score: Raw -953719.341411 + Penalty 3016.168742 = -950703.172669
  nChanged 5
		SP:Iteration 84Q (52561.990000 sec): 3 clusters
  Score: Raw -953719.844086 + Penalty 3016.168742 = -950703.675344
  nChanged 2
		SP:Iteration 85Q (52562.140000 sec): 3 clusters
  Score: Raw -953720.135030 + Penalty 3016.168742 = -950703.966288
  nChanged 4
		SP:Iteration 86Q (52562.310000 sec): 3 clusters
  Score: Raw -953720.665342 + Penalty 3016.168742 = -950704.496599
  nChanged 4
		SP:Iteration 87Q (52562.460000 sec): 3 clusters
  Score: Raw -953721.145066 + Penalty 3016.168742 = -950704.976324
  nChanged 0
		SP:Iteration 88F (52562.630000 sec): 3 clusters
  Score: Raw -953721.145066 + Penalty 3016.168742 = -950704.976324
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 13 (13854 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (52562.820000 sec): 2 clusters
  Score: Raw -1245121.940178 + Penalty 1549.653508 = -1243572.286671
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (52563.060000 sec): 3 clusters
  Score: Raw -1237045.247809 + Penalty 3099.307016 = -1233945.940793
  nChanged 6107
		SP:Iteration 1F (52563.250000 sec): 3 clusters
  Score: Raw -1240807.387839 + Penalty 3099.307016 = -1237708.080824
  nChanged 1231
		SP:Iteration 2F (52563.440000 sec): 3 clusters
  Score: Raw -1242054.858154 + Penalty 3099.307016 = -1238955.551139
  nChanged 1425
		SP:Iteration 3F (52563.650000 sec): 3 clusters
  Score: Raw -1243784.778593 + Penalty 3099.307016 = -1240685.471577
  nChanged 1329
		SP:Iteration 4F (52563.850000 sec): 3 clusters
  Score: Raw -1245291.480152 + Penalty 3099.307016 = -1242192.173136
  nChanged 993
		SP:Iteration 5F (52564.040000 sec): 3 clusters
  Score: Raw -1245983.511302 + Penalty 3099.307016 = -1242884.204287
  nChanged 602
		SP:Iteration 6Q (52564.240000 sec): 3 clusters
  Score: Raw -1246224.885566 + Penalty 3099.307016 = -1243125.578550
  nChanged 337
		SP:Iteration 7Q (52564.460000 sec): 3 clusters
  Score: Raw -1246312.906832 + Penalty 3099.307016 = -1243213.599816
  nChanged 202
		SP:Iteration 8Q (52564.650000 sec): 3 clusters
  Score: Raw -1246352.216819 + Penalty 3099.307016 = -1243252.909803
  nChanged 133
		SP:Iteration 9Q (52564.830000 sec): 3 clusters
  Score: Raw -1246371.941002 + Penalty 3099.307016 = -1243272.633987
  nChanged 91
		SP:Iteration 10Q (52565.060000 sec): 3 clusters
  Score: Raw -1246382.708499 + Penalty 3099.307016 = -1243283.401484
  nChanged 56
		SP:Iteration 11Q (52565.290000 sec): 3 clusters
  Score: Raw -1246388.525069 + Penalty 3099.307016 = -1243289.218053
  nChanged 30
		SP:Iteration 12Q (52565.480000 sec): 3 clusters
  Score: Raw -1246390.827064 + Penalty 3099.307016 = -1243291.520048
  nChanged 27
		SP:Iteration 13Q (52565.710000 sec): 3 clusters
  Score: Raw -1246392.941250 + Penalty 3099.307016 = -1243293.634235
  nChanged 15
		SP:Iteration 14Q (52565.900000 sec): 3 clusters
  Score: Raw -1246393.953988 + Penalty 3099.307016 = -1243294.646973
  nChanged 20
		SP:Iteration 15Q (52566.130000 sec): 3 clusters
  Score: Raw -1246395.497232 + Penalty 3099.307016 = -1243296.190217
  nChanged 20
		SP:Iteration 16Q (52566.320000 sec): 3 clusters
  Score: Raw -1246396.919168 + Penalty 3099.307016 = -1243297.612153
  nChanged 22
		SP:Iteration 17Q (52566.540000 sec): 3 clusters
  Score: Raw -1246398.462347 + Penalty 3099.307016 = -1243299.155332
  nChanged 27
		SP:Iteration 18Q (52566.770000 sec): 3 clusters
  Score: Raw -1246400.234285 + Penalty 3099.307016 = -1243300.927269
  nChanged 21
		SP:Iteration 19Q (52567.000000 sec): 3 clusters
  Score: Raw -1246401.994073 + Penalty 3099.307016 = -1243302.687057
  nChanged 26
		SP:Iteration 20F (52567.190000 sec): 3 clusters
  Score: Raw -1246404.089695 + Penalty 3099.307016 = -1243304.782679
  nChanged 22
		SP:Iteration 21Q (52567.410000 sec): 3 clusters
  Score: Raw -1246405.626933 + Penalty 3099.307016 = -1243306.319918
  nChanged 12
		SP:Iteration 22Q (52567.600000 sec): 3 clusters
  Score: Raw -1246406.749135 + Penalty 3099.307016 = -1243307.442120
  nChanged 11
		SP:Iteration 23Q (52567.820000 sec): 3 clusters
  Score: Raw -1246407.622521 + Penalty 3099.307016 = -1243308.315506
  nChanged 16
		SP:Iteration 24Q (52568.050000 sec): 3 clusters
  Score: Raw -1246409.005119 + Penalty 3099.307016 = -1243309.698103
  nChanged 13
		SP:Iteration 25Q (52568.240000 sec): 3 clusters
  Score: Raw -1246409.763116 + Penalty 3099.307016 = -1243310.456101
  nChanged 10
		SP:Iteration 26Q (52568.470000 sec): 3 clusters
  Score: Raw -1246410.376900 + Penalty 3099.307016 = -1243311.069885
  nChanged 6
		SP:Iteration 27Q (52568.660000 sec): 3 clusters
  Score: Raw -1246410.683614 + Penalty 3099.307016 = -1243311.376598
  nChanged 9
		SP:Iteration 28Q (52568.890000 sec): 3 clusters
  Score: Raw -1246411.274535 + Penalty 3099.307016 = -1243311.967520
  nChanged 10
		SP:Iteration 29Q (52569.080000 sec): 3 clusters
  Score: Raw -1246411.844031 + Penalty 3099.307016 = -1243312.537015
  nChanged 9
		SP:Iteration 30Q (52569.300000 sec): 3 clusters
  Score: Raw -1246412.379496 + Penalty 3099.307016 = -1243313.072480
  nChanged 9
		SP:Iteration 31Q (52569.530000 sec): 3 clusters
  Score: Raw -1246412.992486 + Penalty 3099.307016 = -1243313.685471
  nChanged 15
		SP:Iteration 32Q (52569.760000 sec): 3 clusters
  Score: Raw -1246413.917938 + Penalty 3099.307016 = -1243314.610923
  nChanged 13
		SP:Iteration 33Q (52569.950000 sec): 3 clusters
  Score: Raw -1246414.778675 + Penalty 3099.307016 = -1243315.471660
  nChanged 20
		SP:Iteration 34Q (52570.180000 sec): 3 clusters
  Score: Raw -1246416.075111 + Penalty 3099.307016 = -1243316.768096
  nChanged 11
		SP:Iteration 35Q (52570.370000 sec): 3 clusters
  Score: Raw -1246416.663214 + Penalty 3099.307016 = -1243317.356199
  nChanged 6
		SP:Iteration 36Q (52570.580000 sec): 3 clusters
  Score: Raw -1246417.188551 + Penalty 3099.307016 = -1243317.881536
  nChanged 4
		SP:Iteration 37Q (52570.770000 sec): 3 clusters
  Score: Raw -1246417.391048 + Penalty 3099.307016 = -1243318.084033
  nChanged 4
		SP:Iteration 38Q (52571.000000 sec): 3 clusters
  Score: Raw -1246417.658183 + Penalty 3099.307016 = -1243318.351167
  nChanged 3
		SP:Iteration 39Q (52571.190000 sec): 3 clusters
  Score: Raw -1246417.808776 + Penalty 3099.307016 = -1243318.501760
  nChanged 5
		SP:Iteration 40F (52571.410000 sec): 3 clusters
  Score: Raw -1246418.173034 + Penalty 3099.307016 = -1243318.866019
  nChanged 3
		SP:Iteration 41Q (52571.640000 sec): 3 clusters
  Score: Raw -1246418.305573 + Penalty 3099.307016 = -1243318.998557
  nChanged 1
		SP:Iteration 42Q (52571.870000 sec): 3 clusters
  Score: Raw -1246418.347152 + Penalty 3099.307016 = -1243319.040136
  nChanged 1
		SP:Iteration 43Q (52572.060000 sec): 3 clusters
  Score: Raw -1246418.449906 + Penalty 3099.307016 = -1243319.142891
  nChanged 2
		SP:Iteration 44Q (52572.290000 sec): 3 clusters
  Score: Raw -1246418.602293 + Penalty 3099.307016 = -1243319.295277
  nChanged 1
		SP:Iteration 45Q (52572.480000 sec): 3 clusters
  Score: Raw -1246418.669687 + Penalty 3099.307016 = -1243319.362671
  nChanged 0
		SP:Iteration 46F (52572.710000 sec): 3 clusters
  Score: Raw -1246418.669687 + Penalty 3099.307016 = -1243319.362671
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 14 (8927 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (52572.820000 sec): 2 clusters
  Score: Raw -724894.626300 + Penalty 1478.235797 = -723416.390504
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (52572.950000 sec): 3 clusters
  Score: Raw -719965.031860 + Penalty 2956.471593 = -717008.560266
  nChanged 3827
		SP:Iteration 1F (52573.090000 sec): 3 clusters
  Score: Raw -722771.936606 + Penalty 2956.471593 = -719815.465013
  nChanged 862
		SP:Iteration 2F (52573.230000 sec): 3 clusters
  Score: Raw -723778.292588 + Penalty 2956.471593 = -720821.820995
  nChanged 837
		SP:Iteration 3F (52573.380000 sec): 3 clusters
  Score: Raw -724766.177826 + Penalty 2956.471593 = -721809.706232
  nChanged 709
		SP:Iteration 4F (52573.520000 sec): 3 clusters
  Score: Raw -725581.318255 + Penalty 2956.471593 = -722624.846662
  nChanged 576
		SP:Iteration 5F (52573.650000 sec): 3 clusters
  Score: Raw -726243.903901 + Penalty 2956.471593 = -723287.432308
  nChanged 474
		SP:Iteration 6F (52573.780000 sec): 3 clusters
  Score: Raw -726787.122442 + Penalty 2956.471593 = -723830.650849
  nChanged 360
		SP:Iteration 7Q (52573.920000 sec): 3 clusters
  Score: Raw -727234.557516 + Penalty 2956.471593 = -724278.085923
  nChanged 299
		SP:Iteration 8Q (52574.060000 sec): 3 clusters
  Score: Raw -727499.019801 + Penalty 2956.471593 = -724542.548208
  nChanged 207
		SP:Iteration 9Q (52574.200000 sec): 3 clusters
  Score: Raw -727666.272098 + Penalty 2956.471593 = -724709.800505
  nChanged 167
		SP:Iteration 10Q (52574.340000 sec): 3 clusters
  Score: Raw -727768.899660 + Penalty 2956.471593 = -724812.428067
  nChanged 98
		SP:Iteration 11Q (52574.460000 sec): 3 clusters
  Score: Raw -727817.901597 + Penalty 2956.471593 = -724861.430004
  nChanged 86
		SP:Iteration 12Q (52574.590000 sec): 3 clusters
  Score: Raw -727849.337552 + Penalty 2956.471593 = -724892.865959
  nChanged 66
		SP:Iteration 13Q (52574.730000 sec): 3 clusters
  Score: Raw -727871.164347 + Penalty 2956.471593 = -724914.692754
  nChanged 42
		SP:Iteration 14Q (52574.860000 sec): 3 clusters
  Score: Raw -727883.363451 + Penalty 2956.471593 = -724926.891858
  nChanged 34
		SP:Iteration 15Q (52575.000000 sec): 3 clusters
  Score: Raw -727892.007171 + Penalty 2956.471593 = -724935.535578
  nChanged 29
		SP:Iteration 16Q (52575.140000 sec): 3 clusters
  Score: Raw -727898.779371 + Penalty 2956.471593 = -724942.307778
  nChanged 22
		SP:Iteration 17Q (52575.270000 sec): 3 clusters
  Score: Raw -727902.113769 + Penalty 2956.471593 = -724945.642175
  nChanged 13
		SP:Iteration 18Q (52575.410000 sec): 3 clusters
  Score: Raw -727904.073687 + Penalty 2956.471593 = -724947.602094
  nChanged 10
		SP:Iteration 19Q (52575.540000 sec): 3 clusters
  Score: Raw -727905.517083 + Penalty 2956.471593 = -724949.045490
  nChanged 7
		SP:Iteration 20F (52575.670000 sec): 3 clusters
  Score: Raw -727906.661671 + Penalty 2956.471593 = -724950.190078
  nChanged 4
		SP:Iteration 21Q (52575.800000 sec): 3 clusters
  Score: Raw -727907.182259 + Penalty 2956.471593 = -724950.710666
  nChanged 0
		SP:Iteration 22F (52575.940000 sec): 3 clusters
  Score: Raw -727907.182259 + Penalty 2956.471593 = -724950.710666
  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 5.70 GB.

 Trying to split cluster 15 (6163 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (52576.040000 sec): 2 clusters
  Score: Raw -530490.437882 + Penalty 1418.026830 = -529072.411052
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (52576.150000 sec): 3 clusters
  Score: Raw -527145.057484 + Penalty 2836.053659 = -524309.003825
  nChanged 2633
		SP:Iteration 1F (52576.260000 sec): 3 clusters
  Score: Raw -528848.363034 + Penalty 2836.053659 = -526012.309375
  nChanged 677
		SP:Iteration 2F (52576.360000 sec): 3 clusters
  Score: Raw -529775.712455 + Penalty 2836.053659 = -526939.658795
  nChanged 676
		SP:Iteration 3F (52576.460000 sec): 3 clusters
  Score: Raw -530990.742643 + Penalty 2836.053659 = -528154.688984
  nChanged 618
		SP:Iteration 4F (52576.570000 sec): 3 clusters
  Score: Raw -532226.368525 + Penalty 2836.053659 = -529390.314866
  nChanged 467
		SP:Iteration 5F (52576.670000 sec): 3 clusters
  Score: Raw -533034.864994 + Penalty 2836.053659 = -530198.811334
  nChanged 337
		SP:Iteration 6F (52576.770000 sec): 3 clusters
  Score: Raw -533424.225935 + Penalty 2836.053659 = -530588.172276
  nChanged 275
		SP:Iteration 7Q (52576.870000 sec): 3 clusters
  Score: Raw -533795.003925 + Penalty 2836.053659 = -530958.950266
  nChanged 286
		SP:Iteration 8Q (52576.980000 sec): 3 clusters
  Score: Raw -534296.090894 + Penalty 2836.053659 = -531460.037235
  nChanged 292
		SP:Iteration 9Q (52577.080000 sec): 3 clusters
  Score: Raw -534808.931183 + Penalty 2836.053659 = -531972.877523
  nChanged 266
		SP:Iteration 10Q (52577.180000 sec): 3 clusters
  Score: Raw -535217.644857 + Penalty 2836.053659 = -532381.591198
  nChanged 221
		SP:Iteration 11Q (52577.270000 sec): 3 clusters
  Score: Raw -535677.080776 + Penalty 2836.053659 = -532841.027117
  nChanged 171
		SP:Iteration 12Q (52577.370000 sec): 3 clusters
  Score: Raw -535989.272326 + Penalty 2836.053659 = -533153.218667
  nChanged 95
		SP:Iteration 13Q (52577.470000 sec): 3 clusters
  Score: Raw -536103.357718 + Penalty 2836.053659 = -533267.304059
  nChanged 64
		SP:Iteration 14Q (52577.570000 sec): 3 clusters
  Score: Raw -536162.640616 + Penalty 2836.053659 = -533326.586957
  nChanged 36
		SP:Iteration 15Q (52577.660000 sec): 3 clusters
  Score: Raw -536188.570690 + Penalty 2836.053659 = -533352.517031
  nChanged 26
		SP:Iteration 16Q (52577.760000 sec): 3 clusters
  Score: Raw -536205.766495 + Penalty 2836.053659 = -533369.712836
  nChanged 13
		SP:Iteration 17Q (52577.860000 sec): 3 clusters
  Score: Raw -536213.549510 + Penalty 2836.053659 = -533377.495851
  nChanged 10
		SP:Iteration 18Q (52577.950000 sec): 3 clusters
  Score: Raw -536218.125790 + Penalty 2836.053659 = -533382.072131
  nChanged 7
		SP:Iteration 19Q (52578.050000 sec): 3 clusters
  Score: Raw -536221.176972 + Penalty 2836.053659 = -533385.123312
  nChanged 4
		SP:Iteration 20F (52578.150000 sec): 3 clusters
  Score: Raw -536222.581708 + Penalty 2836.053659 = -533386.528049
  nChanged 5
		SP:Iteration 21Q (52578.250000 sec): 3 clusters
  Score: Raw -536224.704660 + Penalty 2836.053659 = -533388.651001
  nChanged 1
		SP:Iteration 22Q (52578.350000 sec): 3 clusters
  Score: Raw -536225.430005 + Penalty 2836.053659 = -533389.376346
  nChanged 0
		SP:Iteration 23F (52578.450000 sec): 3 clusters
  Score: Raw -536225.430005 + Penalty 2836.053659 = -533389.376346
  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 5.70 GB.

 Trying to split cluster 16 (85471 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (52579.050000 sec): 2 clusters
  Score: Raw -7685187.469391 + Penalty 1845.339018 = -7683342.130373
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (52579.850000 sec): 3 clusters
  Score: Raw -7630087.499824 + Penalty 3690.678035 = -7626396.821789
  nChanged 40592
		SP:Iteration 1F (52580.680000 sec): 3 clusters
  Score: Raw -7658012.218396 + Penalty 3690.678035 = -7654321.540361
  nChanged 6923
		SP:Iteration 2F (52581.500000 sec): 3 clusters
  Score: Raw -7664398.266976 + Penalty 3690.678035 = -7660707.588941
  nChanged 8139
		SP:Iteration 3F (52582.280000 sec): 3 clusters
  Score: Raw -7671904.228628 + Penalty 3690.678035 = -7668213.550593
  nChanged 7160
		SP:Iteration 4F (52583.100000 sec): 3 clusters
  Score: Raw -7678825.609454 + Penalty 3690.678035 = -7675134.931419
  nChanged 5494
		SP:Iteration 5F (52583.880000 sec): 3 clusters
  Score: Raw -7684736.461026 + Penalty 3690.678035 = -7681045.782991
  nChanged 4025
		SP:Iteration 6Q (52584.720000 sec): 3 clusters
  Score: Raw -7689182.191900 + Penalty 3690.678035 = -7685491.513865
  nChanged 3047
		SP:Iteration 7Q (52585.510000 sec): 3 clusters
  Score: Raw -7691990.104453 + Penalty 3690.678035 = -7688299.426418
  nChanged 2463
		SP:Iteration 8Q (52586.300000 sec): 3 clusters
  Score: Raw -7693616.068699 + Penalty 3690.678035 = -7689925.390664
  nChanged 1789
		SP:Iteration 9Q (52587.050000 sec): 3 clusters
  Score: Raw -7694662.034856 + Penalty 3690.678035 = -7690971.356821
  nChanged 1480
		SP:Iteration 10Q (52587.790000 sec): 3 clusters
  Score: Raw -7695462.889713 + Penalty 3690.678035 = -7691772.211678
  nChanged 1291
		SP:Iteration 11Q (52588.590000 sec): 3 clusters
  Score: Raw -7696090.797730 + Penalty 3690.678035 = -7692400.119695
  nChanged 1198
		SP:Iteration 12Q (52589.350000 sec): 3 clusters
  Score: Raw -7696706.232908 + Penalty 3690.678035 = -7693015.554873
  nChanged 1238
		SP:Iteration 13Q (52590.110000 sec): 3 clusters
  Score: Raw -7697468.722509 + Penalty 3690.678035 = -7693778.044473
  nChanged 1339
		SP:Iteration 14Q (52590.850000 sec): 3 clusters
  Score: Raw -7698509.121636 + Penalty 3690.678035 = -7694818.443600
  nChanged 1476
		SP:Iteration 15Q (52591.590000 sec): 3 clusters
  Score: Raw -7699575.371284 + Penalty 3690.678035 = -7695884.693249
  nChanged 1515
		SP:Iteration 16Q (52592.320000 sec): 3 clusters
  Score: Raw -7700454.137364 + Penalty 3690.678035 = -7696763.459329
  nChanged 1405
		SP:Iteration 17Q (52593.110000 sec): 3 clusters
  Score: Raw -7701069.175550 + Penalty 3690.678035 = -7697378.497515
  nChanged 1202
		SP:Iteration 18Q (52593.870000 sec): 3 clusters
  Score: Raw -7701524.896950 + Penalty 3690.678035 = -7697834.218915
  nChanged 1112
		SP:Iteration 19Q (52594.630000 sec): 3 clusters
  Score: Raw -7701908.044016 + Penalty 3690.678035 = -7698217.365981
  nChanged 1074
		SP:Iteration 20F (52595.410000 sec): 3 clusters
  Score: Raw -7702250.934256 + Penalty 3690.678035 = -7698560.256221
  nChanged 929
		SP:Iteration 21Q (52596.200000 sec): 3 clusters
  Score: Raw -7702514.106541 + Penalty 3690.678035 = -7698823.428506
  nChanged 848
		SP:Iteration 22Q (52596.960000 sec): 3 clusters
  Score: Raw -7702735.496137 + Penalty 3690.678035 = -7699044.818102
  nChanged 766
		SP:Iteration 23Q (52597.700000 sec): 3 clusters
  Score: Raw -7702906.342447 + Penalty 3690.678035 = -7699215.664412
  nChanged 648
		SP:Iteration 24Q (52598.440000 sec): 3 clusters
  Score: Raw -7703035.574572 + Penalty 3690.678035 = -7699344.896536
  nChanged 620
		SP:Iteration 25Q (52599.180000 sec): 3 clusters
  Score: Raw -7703148.403428 + Penalty 3690.678035 = -7699457.725393
  nChanged 524
		SP:Iteration 26Q (52599.920000 sec): 3 clusters
  Score: Raw -7703232.217406 + Penalty 3690.678035 = -7699541.539371
  nChanged 449
		SP:Iteration 27Q (52600.660000 sec): 3 clusters
  Score: Raw -7703297.295452 + Penalty 3690.678035 = -7699606.617416
  nChanged 404
		SP:Iteration 28Q (52601.450000 sec): 3 clusters
  Score: Raw -7703345.312630 + Penalty 3690.678035 = -7699654.634595
  nChanged 316
		SP:Iteration 29Q (52602.220000 sec): 3 clusters
  Score: Raw -7703376.986631 + Penalty 3690.678035 = -7699686.308595
  nChanged 268
		SP:Iteration 30Q (52602.980000 sec): 3 clusters
  Score: Raw -7703401.295751 + Penalty 3690.678035 = -7699710.617715
  nChanged 228
		SP:Iteration 31Q (52603.710000 sec): 3 clusters
  Score: Raw -7703419.162122 + Penalty 3690.678035 = -7699728.484087
  nChanged 180
		SP:Iteration 32Q (52604.450000 sec): 3 clusters
  Score: Raw -7703430.118062 + Penalty 3690.678035 = -7699739.440026
  nChanged 159
		SP:Iteration 33Q (52605.190000 sec): 3 clusters
  Score: Raw -7703439.711729 + Penalty 3690.678035 = -7699749.033694
  nChanged 147
		SP:Iteration 34Q (52605.930000 sec): 3 clusters
  Score: Raw -7703447.404878 + Penalty 3690.678035 = -7699756.726842
  nChanged 124
		SP:Iteration 35Q (52606.700000 sec): 3 clusters
  Score: Raw -7703453.287654 + Penalty 3690.678035 = -7699762.609618
  nChanged 104
		SP:Iteration 36Q (52607.460000 sec): 3 clusters
  Score: Raw -7703457.900822 + Penalty 3690.678035 = -7699767.222786
  nChanged 97
		SP:Iteration 37Q (52608.220000 sec): 3 clusters
  Score: Raw -7703462.207382 + Penalty 3690.678035 = -7699771.529347
  nChanged 107
		SP:Iteration 38Q (52608.960000 sec): 3 clusters
  Score: Raw -7703466.615310 + Penalty 3690.678035 = -7699775.937275
  nChanged 85
		SP:Iteration 39Q (52609.700000 sec): 3 clusters
  Score: Raw -7703469.518063 + Penalty 3690.678035 = -7699778.840027
  nChanged 60
		SP:Iteration 40F (52610.470000 sec): 3 clusters
  Score: Raw -7703471.037903 + Penalty 3690.678035 = -7699780.359868
  nChanged 42
		SP:Iteration 41Q (52611.260000 sec): 3 clusters
  Score: Raw -7703472.083952 + Penalty 3690.678035 = -7699781.405916
  nChanged 45
		SP:Iteration 42Q (52612.030000 sec): 3 clusters
  Score: Raw -7703473.273440 + Penalty 3690.678035 = -7699782.595404
  nChanged 37
		SP:Iteration 43Q (52612.780000 sec): 3 clusters
  Score: Raw -7703474.148316 + Penalty 3690.678035 = -7699783.470281
  nChanged 30
		SP:Iteration 44Q (52613.520000 sec): 3 clusters
  Score: Raw -7703474.823142 + Penalty 3690.678035 = -7699784.145107
  nChanged 32
		SP:Iteration 45Q (52614.260000 sec): 3 clusters
  Score: Raw -7703475.561233 + Penalty 3690.678035 = -7699784.883198
  nChanged 21
		SP:Iteration 46Q (52615.060000 sec): 3 clusters
  Score: Raw -7703475.928110 + Penalty 3690.678035 = -7699785.250075
  nChanged 19
		SP:Iteration 47Q (52615.810000 sec): 3 clusters
  Score: Raw -7703476.257778 + Penalty 3690.678035 = -7699785.579743
  nChanged 16
		SP:Iteration 48Q (52616.560000 sec): 3 clusters
  Score: Raw -7703476.582594 + Penalty 3690.678035 = -7699785.904559
  nChanged 17
		SP:Iteration 49Q (52617.310000 sec): 3 clusters
  Score: Raw -7703476.909952 + Penalty 3690.678035 = -7699786.231916
  nChanged 12
		SP:Iteration 50Q (52618.060000 sec): 3 clusters
  Score: Raw -7703477.080564 + Penalty 3690.678035 = -7699786.402529
  nChanged 7
		SP:Iteration 51Q (52618.850000 sec): 3 clusters
  Score: Raw -7703477.164229 + Penalty 3690.678035 = -7699786.486194
  nChanged 10
		SP:Iteration 52Q (52619.620000 sec): 3 clusters
  Score: Raw -7703477.265686 + Penalty 3690.678035 = -7699786.587651
  nChanged 6
		SP:Iteration 53Q (52620.360000 sec): 3 clusters
  Score: Raw -7703477.336368 + Penalty 3690.678035 = -7699786.658333
  nChanged 4
		SP:Iteration 54Q (52621.110000 sec): 3 clusters
  Score: Raw -7703477.359493 + Penalty 3690.678035 = -7699786.681458
  nChanged 0
		SP:Iteration 55F (52621.880000 sec): 3 clusters
  Score: Raw -7703477.359493 + Penalty 3690.678035 = -7699786.681458
  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 5.70 GB.

 Trying to split cluster 17 (5253 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (52621.950000 sec): 2 clusters
  Score: Raw -370605.743260 + Penalty 1392.065126 = -369213.678134
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (52622.090000 sec): 3 clusters
  Score: Raw -368072.306810 + Penalty 2784.130252 = -365288.176558
  nChanged 2204
		SP:Iteration 1F (52622.180000 sec): 3 clusters
  Score: Raw -371717.180879 + Penalty 2784.130252 = -368933.050628
  nChanged 899
		SP:Iteration 2F (52622.280000 sec): 3 clusters
  Score: Raw -374098.389098 + Penalty 2784.130252 = -371314.258846
  nChanged 505
		SP:Iteration 3F (52622.370000 sec): 3 clusters
  Score: Raw -375205.012531 + Penalty 2784.130252 = -372420.882279
  nChanged 319
		SP:Iteration 4F (52622.470000 sec): 3 clusters
  Score: Raw -375833.684849 + Penalty 2784.130252 = -373049.554597
  nChanged 225
		SP:Iteration 5Q (52622.560000 sec): 3 clusters
  Score: Raw -376249.304988 + Penalty 2784.130252 = -373465.174736
  nChanged 196
		SP:Iteration 6Q (52622.650000 sec): 3 clusters
  Score: Raw -376725.840508 + Penalty 2784.130252 = -373941.710256
  nChanged 144
		SP:Iteration 7Q (52622.740000 sec): 3 clusters
  Score: Raw -377127.374166 + Penalty 2784.130252 = -374343.243914
  nChanged 110
		SP:Iteration 8Q (52622.830000 sec): 3 clusters
  Score: Raw -377235.982517 + Penalty 2784.130252 = -374451.852265
  nChanged 57
		SP:Iteration 9Q (52622.920000 sec): 3 clusters
  Score: Raw -377256.691085 + Penalty 2784.130252 = -374472.560833
  nChanged 29
		SP:Iteration 10Q (52623.010000 sec): 3 clusters
  Score: Raw -377270.727262 + Penalty 2784.130252 = -374486.597010
  nChanged 14
		SP:Iteration 11Q (52623.100000 sec): 3 clusters
  Score: Raw -377273.332061 + Penalty 2784.130252 = -374489.201809
  nChanged 8
		SP:Iteration 12Q (52623.190000 sec): 3 clusters
  Score: Raw -377275.498188 + Penalty 2784.130252 = -374491.367936
  nChanged 10
		SP:Iteration 13Q (52623.280000 sec): 3 clusters
  Score: Raw -377278.358152 + Penalty 2784.130252 = -374494.227900
  nChanged 5
		SP:Iteration 14Q (52623.370000 sec): 3 clusters
  Score: Raw -377279.819704 + Penalty 2784.130252 = -374495.689452
  nChanged 5
		SP:Iteration 15Q (52623.460000 sec): 3 clusters
  Score: Raw -377280.597262 + Penalty 2784.130252 = -374496.467011
  nChanged 4
		SP:Iteration 16Q (52623.550000 sec): 3 clusters
  Score: Raw -377281.940290 + Penalty 2784.130252 = -374497.810038
  nChanged 4
		SP:Iteration 17Q (52623.640000 sec): 3 clusters
  Score: Raw -377282.684758 + Penalty 2784.130252 = -374498.554506
  nChanged 1
		SP:Iteration 18Q (52623.730000 sec): 3 clusters
  Score: Raw -377282.796627 + Penalty 2784.130252 = -374498.666375
  nChanged 0
		SP:Iteration 19F (52623.830000 sec): 3 clusters
  Score: Raw -377282.796627 + Penalty 2784.130252 = -374498.666375
  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 5.70 GB.

 Trying to split cluster 18 (3943 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (52623.900000 sec): 2 clusters
  Score: Raw -300551.661470 + Penalty 1345.450784 = -299206.210686
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (52623.990000 sec): 3 clusters
  Score: Raw -298574.689672 + Penalty 2690.901569 = -295883.788103
  nChanged 1577
		SP:Iteration 1F (52624.060000 sec): 3 clusters
  Score: Raw -299850.190334 + Penalty 2690.901569 = -297159.288765
  nChanged 468
		SP:Iteration 2F (52624.130000 sec): 3 clusters
  Score: Raw -300683.056914 + Penalty 2690.901569 = -297992.155345
  nChanged 447
		SP:Iteration 3F (52624.210000 sec): 3 clusters
  Score: Raw -301455.037834 + Penalty 2690.901569 = -298764.136266
  nChanged 383
		SP:Iteration 4F (52624.280000 sec): 3 clusters
  Score: Raw -302043.145151 + Penalty 2690.901569 = -299352.243583
  nChanged 259
		SP:Iteration 5F (52624.350000 sec): 3 clusters
  Score: Raw -302397.282077 + Penalty 2690.901569 = -299706.380509
  nChanged 176
		SP:Iteration 6Q (52624.430000 sec): 3 clusters
  Score: Raw -302601.510451 + Penalty 2690.901569 = -299910.608883
  nChanged 124
		SP:Iteration 7Q (52624.500000 sec): 3 clusters
  Score: Raw -302724.280258 + Penalty 2690.901569 = -300033.378689
  nChanged 74
		SP:Iteration 8Q (52624.570000 sec): 3 clusters
  Score: Raw -302778.558854 + Penalty 2690.901569 = -300087.657286
  nChanged 42
		SP:Iteration 9Q (52624.650000 sec): 3 clusters
  Score: Raw -302800.713490 + Penalty 2690.901569 = -300109.811921
  nChanged 25
		SP:Iteration 10Q (52624.720000 sec): 3 clusters
  Score: Raw -302810.019913 + Penalty 2690.901569 = -300119.118344
  nChanged 14
		SP:Iteration 11Q (52624.790000 sec): 3 clusters
  Score: Raw -302815.691451 + Penalty 2690.901569 = -300124.789883
  nChanged 10
		SP:Iteration 12Q (52624.860000 sec): 3 clusters
  Score: Raw -302820.828354 + Penalty 2690.901569 = -300129.926785
  nChanged 10
		SP:Iteration 13Q (52624.940000 sec): 3 clusters
  Score: Raw -302824.105897 + Penalty 2690.901569 = -300133.204328
  nChanged 6
		SP:Iteration 14Q (52625.010000 sec): 3 clusters
  Score: Raw -302825.118918 + Penalty 2690.901569 = -300134.217349
  nChanged 3
		SP:Iteration 15Q (52625.080000 sec): 3 clusters
  Score: Raw -302825.968125 + Penalty 2690.901569 = -300135.066556
  nChanged 0
		SP:Iteration 16F (52625.150000 sec): 3 clusters
  Score: Raw -302825.968125 + Penalty 2690.901569 = -300135.066556
  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 5.70 GB.

 Trying to split cluster 19 (11089 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (52625.290000 sec): 2 clusters
  Score: Raw -961180.081094 + Penalty 1513.477697 = -959666.603397
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (52625.480000 sec): 3 clusters
  Score: Raw -954872.893385 + Penalty 3026.955394 = -951845.937991
  nChanged 4830
		SP:Iteration 1F (52625.630000 sec): 3 clusters
  Score: Raw -957571.004262 + Penalty 3026.955394 = -954544.048868
  nChanged 815
		SP:Iteration 2F (52625.820000 sec): 3 clusters
  Score: Raw -958054.324845 + Penalty 3026.955394 = -955027.369451
  nChanged 780
		SP:Iteration 3F (52625.980000 sec): 3 clusters
  Score: Raw -958590.308967 + Penalty 3026.955394 = -955563.353573
  nChanged 779
		SP:Iteration 4F (52626.150000 sec): 3 clusters
  Score: Raw -959268.824368 + Penalty 3026.955394 = -956241.868974
  nChanged 857
		SP:Iteration 5F (52626.340000 sec): 3 clusters
  Score: Raw -960238.673339 + Penalty 3026.955394 = -957211.717945
  nChanged 909
		SP:Iteration 6F (52626.500000 sec): 3 clusters
  Score: Raw -961968.142944 + Penalty 3026.955394 = -958941.187549
  nChanged 989
		SP:Iteration 7F (52626.680000 sec): 3 clusters
  Score: Raw -965314.557242 + Penalty 3026.955394 = -962287.601848
  nChanged 1072
		SP:Iteration 8F (52626.830000 sec): 3 clusters
  Score: Raw -967759.084517 + Penalty 3026.955394 = -964732.129123
  nChanged 1066
		SP:Iteration 9F (52626.990000 sec): 3 clusters
  Score: Raw -969013.953094 + Penalty 3026.955394 = -965986.997700
  nChanged 796
		SP:Iteration 10F (52627.140000 sec): 3 clusters
  Score: Raw -969948.857613 + Penalty 3026.955394 = -966921.902219
  nChanged 563
		SP:Iteration 11F (52627.310000 sec): 3 clusters
  Score: Raw -970632.424399 + Penalty 3026.955394 = -967605.469005
  nChanged 335
		SP:Iteration 12Q (52627.450000 sec): 3 clusters
  Score: Raw -970954.962977 + Penalty 3026.955394 = -967928.007583
  nChanged 184
		SP:Iteration 13Q (52627.600000 sec): 3 clusters
  Score: Raw -971106.605792 + Penalty 3026.955394 = -968079.650398
  nChanged 134
		SP:Iteration 14Q (52627.780000 sec): 3 clusters
  Score: Raw -971224.698491 + Penalty 3026.955394 = -968197.743097
  nChanged 124
		SP:Iteration 15Q (52627.930000 sec): 3 clusters
  Score: Raw -971377.234005 + Penalty 3026.955394 = -968350.278611
  nChanged 151
		SP:Iteration 16Q (52628.070000 sec): 3 clusters
  Score: Raw -971777.066666 + Penalty 3026.955394 = -968750.111272
  nChanged 189
		SP:Iteration 17Q (52628.250000 sec): 3 clusters
  Score: Raw -973039.303497 + Penalty 3026.955394 = -970012.348102
  nChanged 54
		SP:Iteration 18Q (52628.390000 sec): 3 clusters
  Score: Raw -973578.819255 + Penalty 3026.955394 = -970551.863861
  nChanged 2
		SP:Iteration 19Q (52628.530000 sec): 3 clusters
  Score: Raw -973580.535792 + Penalty 3026.955394 = -970553.580398
  nChanged 0
		SP:Iteration 20F (52628.720000 sec): 3 clusters
  Score: Raw -973580.535792 + Penalty 3026.955394 = -970553.580398
  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 5.70 GB.

 Trying to split cluster 20 (9347 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (52628.830000 sec): 2 clusters
  Score: Raw -840228.911293 + Penalty 1485.706741 = -838743.204552
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (52628.990000 sec): 3 clusters
  Score: Raw -835124.671894 + Penalty 2971.413482 = -832153.258412
  nChanged 4013
		SP:Iteration 1F (52629.110000 sec): 3 clusters
  Score: Raw -837308.409919 + Penalty 2971.413482 = -834336.996436
  nChanged 666
		SP:Iteration 2F (52629.260000 sec): 3 clusters
  Score: Raw -837882.737238 + Penalty 2971.413482 = -834911.323755
  nChanged 812
		SP:Iteration 3F (52629.410000 sec): 3 clusters
  Score: Raw -838868.269367 + Penalty 2971.413482 = -835896.855884
  nChanged 957
		SP:Iteration 4F (52629.550000 sec): 3 clusters
  Score: Raw -840128.930359 + Penalty 2971.413482 = -837157.516877
  nChanged 881
		SP:Iteration 5F (52629.690000 sec): 3 clusters
  Score: Raw -841133.246680 + Penalty 2971.413482 = -838161.833198
  nChanged 617
		SP:Iteration 6F (52629.830000 sec): 3 clusters
  Score: Raw -841626.194218 + Penalty 2971.413482 = -838654.780736
  nChanged 413
		SP:Iteration 7Q (52629.980000 sec): 3 clusters
  Score: Raw -841871.407779 + Penalty 2971.413482 = -838899.994296
  nChanged 281
		SP:Iteration 8Q (52630.130000 sec): 3 clusters
  Score: Raw -842009.922880 + Penalty 2971.413482 = -839038.509398
  nChanged 215
		SP:Iteration 9Q (52630.270000 sec): 3 clusters
  Score: Raw -842088.867615 + Penalty 2971.413482 = -839117.454133
  nChanged 140
		SP:Iteration 10Q (52630.410000 sec): 3 clusters
  Score: Raw -842130.243915 + Penalty 2971.413482 = -839158.830432
  nChanged 96
		SP:Iteration 11Q (52630.570000 sec): 3 clusters
  Score: Raw -842152.833046 + Penalty 2971.413482 = -839181.419564
  nChanged 71
		SP:Iteration 12Q (52630.740000 sec): 3 clusters
  Score: Raw -842165.645067 + Penalty 2971.413482 = -839194.231584
  nChanged 37
		SP:Iteration 13Q (52630.880000 sec): 3 clusters
  Score: Raw -842173.259250 + Penalty 2971.413482 = -839201.845768
  nChanged 39
		SP:Iteration 14Q (52631.010000 sec): 3 clusters
  Score: Raw -842179.028147 + Penalty 2971.413482 = -839207.614665
  nChanged 23
		SP:Iteration 15Q (52631.160000 sec): 3 clusters
  Score: Raw -842182.302715 + Penalty 2971.413482 = -839210.889232
  nChanged 19
		SP:Iteration 16Q (52631.310000 sec): 3 clusters
  Score: Raw -842184.317052 + Penalty 2971.413482 = -839212.903569
  nChanged 14
		SP:Iteration 17Q (52631.450000 sec): 3 clusters
  Score: Raw -842185.786450 + Penalty 2971.413482 = -839214.372968
  nChanged 10
		SP:Iteration 18Q (52631.600000 sec): 3 clusters
  Score: Raw -842187.186041 + Penalty 2971.413482 = -839215.772558
  nChanged 6
		SP:Iteration 19Q (52631.740000 sec): 3 clusters
  Score: Raw -842188.082294 + Penalty 2971.413482 = -839216.668812
  nChanged 7
		SP:Iteration 20F (52631.880000 sec): 3 clusters
  Score: Raw -842188.833831 + Penalty 2971.413482 = -839217.420348
  nChanged 6
		SP:Iteration 21Q (52632.030000 sec): 3 clusters
  Score: Raw -842189.382468 + Penalty 2971.413482 = -839217.968986
  nChanged 4
		SP:Iteration 22Q (52632.170000 sec): 3 clusters
  Score: Raw -842189.826752 + Penalty 2971.413482 = -839218.413270
  nChanged 1
		SP:Iteration 23Q (52632.310000 sec): 3 clusters
  Score: Raw -842189.898000 + Penalty 2971.413482 = -839218.484518
  nChanged 1
		SP:Iteration 24Q (52632.460000 sec): 3 clusters
  Score: Raw -842189.966110 + Penalty 2971.413482 = -839218.552628
  nChanged 0
		SP:Iteration 25F (52632.600000 sec): 3 clusters
  Score: Raw -842189.966110 + Penalty 2971.413482 = -839218.552628
  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 5.70 GB.

 Trying to split cluster 21 (119546 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (52633.360000 sec): 2 clusters
  Score: Raw -10838576.514263 + Penalty 1899.861683 = -10836676.652579
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (52634.460000 sec): 3 clusters
  Score: Raw -10760454.333980 + Penalty 3799.723367 = -10756654.610614
  nChanged 57473
		SP:Iteration 1F (52635.680000 sec): 3 clusters
  Score: Raw -10797304.526932 + Penalty 3799.723367 = -10793504.803565
  nChanged 9229
		SP:Iteration 2F (52636.740000 sec): 3 clusters
  Score: Raw -10805483.987662 + Penalty 3799.723367 = -10801684.264295
  nChanged 12293
		SP:Iteration 3F (52637.820000 sec): 3 clusters
  Score: Raw -10817277.673415 + Penalty 3799.723367 = -10813477.950048
  nChanged 11687
		SP:Iteration 4F (52638.930000 sec): 3 clusters
  Score: Raw -10826354.609837 + Penalty 3799.723367 = -10822554.886470
  nChanged 8385
		SP:Iteration 5F (52640.040000 sec): 3 clusters
  Score: Raw -10830906.785002 + Penalty 3799.723367 = -10827107.061635
  nChanged 5266
		SP:Iteration 6Q (52641.200000 sec): 3 clusters
  Score: Raw -10832753.730561 + Penalty 3799.723367 = -10828954.007194
  nChanged 3333
		SP:Iteration 7Q (52642.340000 sec): 3 clusters
  Score: Raw -10833537.028831 + Penalty 3799.723367 = -10829737.305464
  nChanged 2163
		SP:Iteration 8Q (52643.450000 sec): 3 clusters
  Score: Raw -10833920.885512 + Penalty 3799.723367 = -10830121.162145
  nChanged 1473
		SP:Iteration 9Q (52644.560000 sec): 3 clusters
  Score: Raw -10834122.959911 + Penalty 3799.723367 = -10830323.236544
  nChanged 1094
		SP:Iteration 10Q (52645.680000 sec): 3 clusters
  Score: Raw -10834253.814369 + Penalty 3799.723367 = -10830454.091002
  nChanged 895
		SP:Iteration 11Q (52646.790000 sec): 3 clusters
  Score: Raw -10834339.775970 + Penalty 3799.723367 = -10830540.052603
  nChanged 707
		SP:Iteration 12Q (52647.910000 sec): 3 clusters
  Score: Raw -10834395.158601 + Penalty 3799.723367 = -10830595.435234
  nChanged 613
		SP:Iteration 13Q (52649.020000 sec): 3 clusters
  Score: Raw -10834442.165277 + Penalty 3799.723367 = -10830642.441910
  nChanged 593
		SP:Iteration 14Q (52650.140000 sec): 3 clusters
  Score: Raw -10834480.109461 + Penalty 3799.723367 = -10830680.386094
  nChanged 535
		SP:Iteration 15Q (52651.250000 sec): 3 clusters
  Score: Raw -10834509.795117 + Penalty 3799.723367 = -10830710.071750
  nChanged 460
		SP:Iteration 16Q (52652.360000 sec): 3 clusters
  Score: Raw -10834534.938859 + Penalty 3799.723367 = -10830735.215492
  nChanged 437
		SP:Iteration 17Q (52653.480000 sec): 3 clusters
  Score: Raw -10834557.238803 + Penalty 3799.723367 = -10830757.515436
  nChanged 426
		SP:Iteration 18Q (52654.590000 sec): 3 clusters
  Score: Raw -10834578.169534 + Penalty 3799.723367 = -10830778.446167
  nChanged 463
		SP:Iteration 19Q (52655.700000 sec): 3 clusters
  Score: Raw -10834601.959720 + Penalty 3799.723367 = -10830802.236353
  nChanged 471
		SP:Iteration 20F (52656.750000 sec): 3 clusters
  Score: Raw -10834627.335988 + Penalty 3799.723367 = -10830827.612621
  nChanged 475
		SP:Iteration 21Q (52657.890000 sec): 3 clusters
  Score: Raw -10834653.051928 + Penalty 3799.723367 = -10830853.328561
  nChanged 484
		SP:Iteration 22Q (52659.020000 sec): 3 clusters
  Score: Raw -10834679.990208 + Penalty 3799.723367 = -10830880.266841
  nChanged 514
		SP:Iteration 23Q (52660.130000 sec): 3 clusters
  Score: Raw -10834709.075160 + Penalty 3799.723367 = -10830909.351793
  nChanged 544
		SP:Iteration 24Q (52661.250000 sec): 3 clusters
  Score: Raw -10834742.152100 + Penalty 3799.723367 = -10830942.428733
  nChanged 591
		SP:Iteration 25Q (52662.350000 sec): 3 clusters
  Score: Raw -10834779.308264 + Penalty 3799.723367 = -10830979.584897
  nChanged 611
		SP:Iteration 26Q (52663.490000 sec): 3 clusters
  Score: Raw -10834820.215414 + Penalty 3799.723367 = -10831020.492047
  nChanged 668
		SP:Iteration 27Q (52664.600000 sec): 3 clusters
  Score: Raw -10834866.590626 + Penalty 3799.723367 = -10831066.867259
  nChanged 697
		SP:Iteration 28Q (52665.710000 sec): 3 clusters
  Score: Raw -10834915.824640 + Penalty 3799.723367 = -10831116.101273
  nChanged 717
		SP:Iteration 29Q (52666.820000 sec): 3 clusters
  Score: Raw -10834970.951892 + Penalty 3799.723367 = -10831171.228525
  nChanged 805
		SP:Iteration 30Q (52667.920000 sec): 3 clusters
  Score: Raw -10835035.448258 + Penalty 3799.723367 = -10831235.724891
  nChanged 807
		SP:Iteration 31Q (52669.030000 sec): 3 clusters
  Score: Raw -10835101.746511 + Penalty 3799.723367 = -10831302.023145
  nChanged 876
		SP:Iteration 32Q (52670.120000 sec): 3 clusters
  Score: Raw -10835179.957281 + Penalty 3799.723367 = -10831380.233914
  nChanged 949
		SP:Iteration 33Q (52671.240000 sec): 3 clusters
  Score: Raw -10835268.480982 + Penalty 3799.723367 = -10831468.757615
  nChanged 947
		SP:Iteration 34Q (52672.370000 sec): 3 clusters
  Score: Raw -10835358.436536 + Penalty 3799.723367 = -10831558.713170
  nChanged 1039
		SP:Iteration 35Q (52673.470000 sec): 3 clusters
  Score: Raw -10835461.773921 + Penalty 3799.723367 = -10831662.050554
  nChanged 1083
		SP:Iteration 36Q (52674.570000 sec): 3 clusters
  Score: Raw -10835577.629842 + Penalty 3799.723367 = -10831777.906475
  nChanged 1155
		SP:Iteration 37Q (52675.690000 sec): 3 clusters
  Score: Raw -10835700.784216 + Penalty 3799.723367 = -10831901.060849
  nChanged 1130
		SP:Iteration 38Q (52676.810000 sec): 3 clusters
  Score: Raw -10835825.883687 + Penalty 3799.723367 = -10832026.160320
  nChanged 1236
		SP:Iteration 39Q (52677.920000 sec): 3 clusters
  Score: Raw -10835969.606164 + Penalty 3799.723367 = -10832169.882798
  nChanged 1311
		SP:Iteration 40F (52679.000000 sec): 3 clusters
  Score: Raw -10836134.522662 + Penalty 3799.723367 = -10832334.799295
  nChanged 1402
		SP:Iteration 41Q (52680.110000 sec): 3 clusters
  Score: Raw -10836315.824930 + Penalty 3799.723367 = -10832516.101563
  nChanged 1379
		SP:Iteration 42Q (52681.220000 sec): 3 clusters
  Score: Raw -10836499.399289 + Penalty 3799.723367 = -10832699.675922
  nChanged 1451
		SP:Iteration 43Q (52682.330000 sec): 3 clusters
  Score: Raw -10836702.483191 + Penalty 3799.723367 = -10832902.759824
  nChanged 1502
		SP:Iteration 44Q (52683.430000 sec): 3 clusters
  Score: Raw -10836923.025547 + Penalty 3799.723367 = -10833123.302180
  nChanged 1598
		SP:Iteration 45Q (52684.530000 sec): 3 clusters
  Score: Raw -10837173.219697 + Penalty 3799.723367 = -10833373.496330
  nChanged 1662
		SP:Iteration 46Q (52685.630000 sec): 3 clusters
  Score: Raw -10837439.500509 + Penalty 3799.723367 = -10833639.777142
  nChanged 1646
		SP:Iteration 47Q (52686.740000 sec): 3 clusters
  Score: Raw -10837705.993036 + Penalty 3799.723367 = -10833906.269669
  nChanged 1672
		SP:Iteration 48Q (52687.860000 sec): 3 clusters
  Score: Raw -10837982.148142 + Penalty 3799.723367 = -10834182.424775
  nChanged 1666
		SP:Iteration 49Q (52688.980000 sec): 3 clusters
  Score: Raw -10838259.397500 + Penalty 3799.723367 = -10834459.674133
  nChanged 1656
		SP:Iteration 50Q (52690.080000 sec): 3 clusters
  Score: Raw -10838545.345961 + Penalty 3799.723367 = -10834745.622594
  nChanged 1709
		SP:Iteration 51Q (52691.190000 sec): 3 clusters
  Score: Raw -10838844.183750 + Penalty 3799.723367 = -10835044.460384
  nChanged 1676
		SP:Iteration 52Q (52692.280000 sec): 3 clusters
  Score: Raw -10839126.834563 + Penalty 3799.723367 = -10835327.111196
  nChanged 1557
		SP:Iteration 53Q (52693.320000 sec): 3 clusters
  Score: Raw -10839381.061704 + Penalty 3799.723367 = -10835581.338337
  nChanged 1496
		SP:Iteration 54Q (52694.420000 sec): 3 clusters
  Score: Raw -10839619.511199 + Penalty 3799.723367 = -10835819.787832
  nChanged 1429
		SP:Iteration 55Q (52695.500000 sec): 3 clusters
  Score: Raw -10839846.588686 + Penalty 3799.723367 = -10836046.865319
  nChanged 1365
		SP:Iteration 56Q (52696.530000 sec): 3 clusters
  Score: Raw -10840055.594858 + Penalty 3799.723367 = -10836255.871491
  nChanged 1345
		SP:Iteration 57Q (52697.590000 sec): 3 clusters
  Score: Raw -10840259.778319 + Penalty 3799.723367 = -10836460.054952
  nChanged 1216
		SP:Iteration 58Q (52698.640000 sec): 3 clusters
  Score: Raw -10840439.256178 + Penalty 3799.723367 = -10836639.532811
  nChanged 1157
		SP:Iteration 59Q (52699.710000 sec): 3 clusters
  Score: Raw -10840607.009373 + Penalty 3799.723367 = -10836807.286006
  nChanged 1066
		SP:Iteration 60F (52700.780000 sec): 3 clusters
  Score: Raw -10840751.976536 + Penalty 3799.723367 = -10836952.253170
  nChanged 971
		SP:Iteration 61Q (52701.830000 sec): 3 clusters
  Score: Raw -10840882.208256 + Penalty 3799.723367 = -10837082.484889
  nChanged 912
		SP:Iteration 62Q (52702.840000 sec): 3 clusters
  Score: Raw -10841000.022579 + Penalty 3799.723367 = -10837200.299212
  nChanged 891
		SP:Iteration 63Q (52703.840000 sec): 3 clusters
  Score: Raw -10841110.827113 + Penalty 3799.723367 = -10837311.103746
  nChanged 809
		SP:Iteration 64Q (52704.890000 sec): 3 clusters
  Score: Raw -10841212.415751 + Penalty 3799.723367 = -10837412.692384
  nChanged 745
		SP:Iteration 65Q (52705.920000 sec): 3 clusters
  Score: Raw -10841297.824826 + Penalty 3799.723367 = -10837498.101459
  nChanged 662
		SP:Iteration 66Q (52706.910000 sec): 3 clusters
  Score: Raw -10841370.704410 + Penalty 3799.723367 = -10837570.981044
  nChanged 612
		SP:Iteration 67Q (52707.910000 sec): 3 clusters
  Score: Raw -10841434.700591 + Penalty 3799.723367 = -10837634.977224
  nChanged 558
		SP:Iteration 68Q (52708.900000 sec): 3 clusters
  Score: Raw -10841494.092065 + Penalty 3799.723367 = -10837694.368698
  nChanged 530
		SP:Iteration 69Q (52709.900000 sec): 3 clusters
  Score: Raw -10841548.354142 + Penalty 3799.723367 = -10837748.630776
  nChanged 492
		SP:Iteration 70Q (52710.890000 sec): 3 clusters
  Score: Raw -10841593.348659 + Penalty 3799.723367 = -10837793.625292
  nChanged 421
		SP:Iteration 71Q (52711.880000 sec): 3 clusters
  Score: Raw -10841629.031078 + Penalty 3799.723367 = -10837829.307711
  nChanged 353
		SP:Iteration 72Q (52712.860000 sec): 3 clusters
  Score: Raw -10841656.906114 + Penalty 3799.723367 = -10837857.182747
  nChanged 323
		SP:Iteration 73Q (52713.850000 sec): 3 clusters
  Score: Raw -10841682.689617 + Penalty 3799.723367 = -10837882.966250
  nChanged 278
		SP:Iteration 74Q (52714.840000 sec): 3 clusters
  Score: Raw -10841703.687472 + Penalty 3799.723367 = -10837903.964106
  nChanged 249
		SP:Iteration 75Q (52715.820000 sec): 3 clusters
  Score: Raw -10841721.137130 + Penalty 3799.723367 = -10837921.413763
  nChanged 253
		SP:Iteration 76Q (52716.840000 sec): 3 clusters
  Score: Raw -10841738.423785 + Penalty 3799.723367 = -10837938.700418
  nChanged 218
		SP:Iteration 77Q (52717.820000 sec): 3 clusters
  Score: Raw -10841752.323423 + Penalty 3799.723367 = -10837952.600057
  nChanged 186
		SP:Iteration 78Q (52718.820000 sec): 3 clusters
  Score: Raw -10841763.822504 + Penalty 3799.723367 = -10837964.099137
  nChanged 175
		SP:Iteration 79Q (52719.800000 sec): 3 clusters
  Score: Raw -10841773.650358 + Penalty 3799.723367 = -10837973.926991
  nChanged 154
		SP:Iteration 80F (52720.880000 sec): 3 clusters
  Score: Raw -10841783.172440 + Penalty 3799.723367 = -10837983.449073
  nChanged 132
		SP:Iteration 81Q (52721.910000 sec): 3 clusters
  Score: Raw -10841790.060756 + Penalty 3799.723367 = -10837990.337390
  nChanged 114
		SP:Iteration 82Q (52722.910000 sec): 3 clusters
  Score: Raw -10841795.467660 + Penalty 3799.723367 = -10837995.744293
  nChanged 96
		SP:Iteration 83Q (52723.920000 sec): 3 clusters
  Score: Raw -10841800.506387 + Penalty 3799.723367 = -10838000.783020
  nChanged 102
		SP:Iteration 84Q (52724.920000 sec): 3 clusters
  Score: Raw -10841805.339632 + Penalty 3799.723367 = -10838005.616265
  nChanged 79
		SP:Iteration 85Q (52725.920000 sec): 3 clusters
  Score: Raw -10841808.870893 + Penalty 3799.723367 = -10838009.147526
  nChanged 91
		SP:Iteration 86Q (52726.930000 sec): 3 clusters
  Score: Raw -10841812.874361 + Penalty 3799.723367 = -10838013.150995
  nChanged 81
		SP:Iteration 87Q (52727.930000 sec): 3 clusters
  Score: Raw -10841816.673066 + Penalty 3799.723367 = -10838016.949699
  nChanged 84
		SP:Iteration 88Q (52728.910000 sec): 3 clusters
  Score: Raw -10841820.047897 + Penalty 3799.723367 = -10838020.324530
  nChanged 65
		SP:Iteration 89Q (52729.910000 sec): 3 clusters
  Score: Raw -10841823.118299 + Penalty 3799.723367 = -10838023.394933
  nChanged 60
		SP:Iteration 90Q (52730.910000 sec): 3 clusters
  Score: Raw -10841825.556107 + Penalty 3799.723367 = -10838025.832740
  nChanged 64
		SP:Iteration 91Q (52731.890000 sec): 3 clusters
  Score: Raw -10841828.256709 + Penalty 3799.723367 = -10838028.533342
  nChanged 67
		SP:Iteration 92Q (52732.890000 sec): 3 clusters
  Score: Raw -10841830.616467 + Penalty 3799.723367 = -10838030.893101
  nChanged 59
		SP:Iteration 93Q (52733.890000 sec): 3 clusters
  Score: Raw -10841833.014908 + Penalty 3799.723367 = -10838033.291541
  nChanged 50
		SP:Iteration 94Q (52734.890000 sec): 3 clusters
  Score: Raw -10841834.755486 + Penalty 3799.723367 = -10838035.032119
  nChanged 40
		SP:Iteration 95Q (52735.870000 sec): 3 clusters
  Score: Raw -10841835.965202 + Penalty 3799.723367 = -10838036.241835
  nChanged 32
		SP:Iteration 96Q (52736.870000 sec): 3 clusters
  Score: Raw -10841837.045825 + Penalty 3799.723367 = -10838037.322458
  nChanged 37
		SP:Iteration 97Q (52737.870000 sec): 3 clusters
  Score: Raw -10841838.221221 + Penalty 3799.723367 = -10838038.497854
  nChanged 35
		SP:Iteration 98Q (52738.850000 sec): 3 clusters
  Score: Raw -10841839.181208 + Penalty 3799.723367 = -10838039.457841
  nChanged 30
		SP:Iteration 99Q (52739.850000 sec): 3 clusters
  Score: Raw -10841840.088562 + Penalty 3799.723367 = -10838040.365195
  nChanged 27
		SP:Iteration 100F (52740.920000 sec): 3 clusters
  Score: Raw -10841840.884119 + Penalty 3799.723367 = -10838041.160752
  nChanged 27
		SP:Iteration 101Q (52741.950000 sec): 3 clusters
  Score: Raw -10841841.685496 + Penalty 3799.723367 = -10838041.962129
  nChanged 20
		SP:Iteration 102Q (52742.960000 sec): 3 clusters
  Score: Raw -10841842.464716 + Penalty 3799.723367 = -10838042.741349
  nChanged 23
		SP:Iteration 103Q (52743.960000 sec): 3 clusters
  Score: Raw -10841843.162107 + Penalty 3799.723367 = -10838043.438740
  nChanged 19
		SP:Iteration 104Q (52744.960000 sec): 3 clusters
  Score: Raw -10841843.952031 + Penalty 3799.723367 = -10838044.228664
  nChanged 22
		SP:Iteration 105Q (52745.960000 sec): 3 clusters
  Score: Raw -10841844.636137 + Penalty 3799.723367 = -10838044.912770
  nChanged 20
		SP:Iteration 106Q (52746.960000 sec): 3 clusters
  Score: Raw -10841845.305544 + Penalty 3799.723367 = -10838045.582177
  nChanged 13
		SP:Iteration 107Q (52747.960000 sec): 3 clusters
  Score: Raw -10841845.686079 + Penalty 3799.723367 = -10838045.962712
  nChanged 13
		SP:Iteration 108Q (52748.960000 sec): 3 clusters
  Score: Raw -10841846.176432 + Penalty 3799.723367 = -10838046.453065
  nChanged 13
		SP:Iteration 109Q (52749.960000 sec): 3 clusters
  Score: Raw -10841846.691135 + Penalty 3799.723367 = -10838046.967769
  nChanged 21
		SP:Iteration 110Q (52750.960000 sec): 3 clusters
  Score: Raw -10841847.372938 + Penalty 3799.723367 = -10838047.649571
  nChanged 24
		SP:Iteration 111Q (52751.960000 sec): 3 clusters
  Score: Raw -10841848.117169 + Penalty 3799.723367 = -10838048.393802
  nChanged 22
		SP:Iteration 112Q (52752.960000 sec): 3 clusters
  Score: Raw -10841848.914864 + Penalty 3799.723367 = -10838049.191497
  nChanged 21
		SP:Iteration 113Q (52753.950000 sec): 3 clusters
  Score: Raw -10841849.521161 + Penalty 3799.723367 = -10838049.797795
  nChanged 15
		SP:Iteration 114Q (52754.950000 sec): 3 clusters
  Score: Raw -10841849.998152 + Penalty 3799.723367 = -10838050.274785
  nChanged 21
		SP:Iteration 115Q (52755.950000 sec): 3 clusters
  Score: Raw -10841850.635643 + Penalty 3799.723367 = -10838050.912276
  nChanged 26
		SP:Iteration 116Q (52756.930000 sec): 3 clusters
  Score: Raw -10841851.423684 + Penalty 3799.723367 = -10838051.700317
  nChanged 21
		SP:Iteration 117Q (52757.930000 sec): 3 clusters
  Score: Raw -10841852.068321 + Penalty 3799.723367 = -10838052.344954
  nChanged 19
		SP:Iteration 118Q (52758.930000 sec): 3 clusters
  Score: Raw -10841852.590531 + Penalty 3799.723367 = -10838052.867164
  nChanged 19
		SP:Iteration 119Q (52759.930000 sec): 3 clusters
  Score: Raw -10841853.172829 + Penalty 3799.723367 = -10838053.449462
  nChanged 18
		SP:Iteration 120F (52761.000000 sec): 3 clusters
  Score: Raw -10841853.735093 + Penalty 3799.723367 = -10838054.011726
  nChanged 19
		SP:Iteration 121Q (52762.030000 sec): 3 clusters
  Score: Raw -10841854.280259 + Penalty 3799.723367 = -10838054.556892
  nChanged 17
		SP:Iteration 122Q (52763.020000 sec): 3 clusters
  Score: Raw -10841854.845319 + Penalty 3799.723367 = -10838055.121952
  nChanged 16
		SP:Iteration 123Q (52764.020000 sec): 3 clusters
  Score: Raw -10841855.322971 + Penalty 3799.723367 = -10838055.599604
  nChanged 15
		SP:Iteration 124Q (52765.020000 sec): 3 clusters
  Score: Raw -10841855.784770 + Penalty 3799.723367 = -10838056.061404
  nChanged 12
		SP:Iteration 125Q (52766.020000 sec): 3 clusters
  Score: Raw -10841856.160701 + Penalty 3799.723367 = -10838056.437334
  nChanged 13
		SP:Iteration 126Q (52767.020000 sec): 3 clusters
  Score: Raw -10841856.612245 + Penalty 3799.723367 = -10838056.888878
  nChanged 13
		SP:Iteration 127Q (52768.010000 sec): 3 clusters
  Score: Raw -10841856.894786 + Penalty 3799.723367 = -10838057.171419
  nChanged 8
		SP:Iteration 128Q (52769.010000 sec): 3 clusters
  Score: Raw -10841857.169415 + Penalty 3799.723367 = -10838057.446048
  nChanged 11
		SP:Iteration 129Q (52770.010000 sec): 3 clusters
  Score: Raw -10841857.432028 + Penalty 3799.723367 = -10838057.708661
  nChanged 6
		SP:Iteration 130Q (52771.010000 sec): 3 clusters
  Score: Raw -10841857.615132 + Penalty 3799.723367 = -10838057.891765
  nChanged 10
		SP:Iteration 131Q (52772.010000 sec): 3 clusters
  Score: Raw -10841857.914549 + Penalty 3799.723367 = -10838058.191182
  nChanged 11
		SP:Iteration 132Q (52773.010000 sec): 3 clusters
  Score: Raw -10841858.268681 + Penalty 3799.723367 = -10838058.545314
  nChanged 12
		SP:Iteration 133Q (52774.010000 sec): 3 clusters
  Score: Raw -10841858.589646 + Penalty 3799.723367 = -10838058.866279
  nChanged 12
		SP:Iteration 134Q (52775.000000 sec): 3 clusters
  Score: Raw -10841858.894037 + Penalty 3799.723367 = -10838059.170670
  nChanged 10
		SP:Iteration 135Q (52776.000000 sec): 3 clusters
  Score: Raw -10841859.152901 + Penalty 3799.723367 = -10838059.429534
  nChanged 10
		SP:Iteration 136Q (52777.000000 sec): 3 clusters
  Score: Raw -10841859.366713 + Penalty 3799.723367 = -10838059.643346
  nChanged 11
		SP:Iteration 137Q (52777.990000 sec): 3 clusters
  Score: Raw -10841859.618911 + Penalty 3799.723367 = -10838059.895544
  nChanged 8
		SP:Iteration 138Q (52778.990000 sec): 3 clusters
  Score: Raw -10841859.829519 + Penalty 3799.723367 = -10838060.106153
  nChanged 4
		SP:Iteration 139Q (52779.970000 sec): 3 clusters
  Score: Raw -10841859.928076 + Penalty 3799.723367 = -10838060.204709
  nChanged 3
		SP:Iteration 140F (52781.040000 sec): 3 clusters
  Score: Raw -10841859.996169 + Penalty 3799.723367 = -10838060.272802
  nChanged 4
		SP:Iteration 141Q (52782.070000 sec): 3 clusters
  Score: Raw -10841860.081161 + Penalty 3799.723367 = -10838060.357794
  nChanged 3
		SP:Iteration 142Q (52783.090000 sec): 3 clusters
  Score: Raw -10841860.152936 + Penalty 3799.723367 = -10838060.429569
  nChanged 1
		SP:Iteration 143Q (52784.090000 sec): 3 clusters
  Score: Raw -10841860.181696 + Penalty 3799.723367 = -10838060.458329
  nChanged 4
		SP:Iteration 144Q (52785.080000 sec): 3 clusters
  Score: Raw -10841860.274083 + Penalty 3799.723367 = -10838060.550716
  nChanged 4
		SP:Iteration 145Q (52786.080000 sec): 3 clusters
  Score: Raw -10841860.371450 + Penalty 3799.723367 = -10838060.648084
  nChanged 2
		SP:Iteration 146Q (52787.080000 sec): 3 clusters
  Score: Raw -10841860.409578 + Penalty 3799.723367 = -10838060.686211
  nChanged 2
		SP:Iteration 147Q (52788.080000 sec): 3 clusters
  Score: Raw -10841860.455210 + Penalty 3799.723367 = -10838060.731843
  nChanged 2
		SP:Iteration 148Q (52789.080000 sec): 3 clusters
  Score: Raw -10841860.494778 + Penalty 3799.723367 = -10838060.771411
  nChanged 2
		SP:Iteration 149Q (52790.080000 sec): 3 clusters
  Score: Raw -10841860.527972 + Penalty 3799.723367 = -10838060.804605
  nChanged 1
		SP:Iteration 150Q (52791.080000 sec): 3 clusters
  Score: Raw -10841860.545666 + Penalty 3799.723367 = -10838060.822299
  nChanged 1
		SP:Iteration 151Q (52792.070000 sec): 3 clusters
  Score: Raw -10841860.563525 + Penalty 3799.723367 = -10838060.840158
  nChanged 2
		SP:Iteration 152Q (52793.050000 sec): 3 clusters
  Score: Raw -10841860.598909 + Penalty 3799.723367 = -10838060.875542
  nChanged 1
		SP:Iteration 153Q (52794.040000 sec): 3 clusters
  Score: Raw -10841860.614299 + Penalty 3799.723367 = -10838060.890932
  nChanged 2
		SP:Iteration 154Q (52795.040000 sec): 3 clusters
  Score: Raw -10841860.648920 + Penalty 3799.723367 = -10838060.925553
  nChanged 0
		SP:Iteration 155F (52796.120000 sec): 3 clusters
  Score: Raw -10841860.648920 + Penalty 3799.723367 = -10838060.925553
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 53.
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 22 (21167 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (52796.330000 sec): 2 clusters
  Score: Raw -1839585.300958 + Penalty 1618.532280 = -1837966.768678
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (52796.630000 sec): 3 clusters
  Score: Raw -1826859.266676 + Penalty 3237.064559 = -1823622.202117
  nChanged 9563
		SP:Iteration 1F (52796.900000 sec): 3 clusters
  Score: Raw -1833461.436884 + Penalty 3237.064559 = -1830224.372324
  nChanged 1719
		SP:Iteration 2F (52797.180000 sec): 3 clusters
  Score: Raw -1834913.129395 + Penalty 3237.064559 = -1831676.064836
  nChanged 1735
		SP:Iteration 3F (52797.430000 sec): 3 clusters
  Score: Raw -1836355.878333 + Penalty 3237.064559 = -1833118.813773
  nChanged 1589
		SP:Iteration 4F (52797.690000 sec): 3 clusters
  Score: Raw -1837502.471909 + Penalty 3237.064559 = -1834265.407350
  nChanged 1247
		SP:Iteration 5F (52797.940000 sec): 3 clusters
  Score: Raw -1838272.149205 + Penalty 3237.064559 = -1835035.084646
  nChanged 1000
		SP:Iteration 6Q (52798.210000 sec): 3 clusters
  Score: Raw -1838783.872996 + Penalty 3237.064559 = -1835546.808437
  nChanged 764
		SP:Iteration 7Q (52798.500000 sec): 3 clusters
  Score: Raw -1839111.233443 + Penalty 3237.064559 = -1835874.168883
  nChanged 614
		SP:Iteration 8Q (52798.780000 sec): 3 clusters
  Score: Raw -1839348.992752 + Penalty 3237.064559 = -1836111.928193
  nChanged 509
		SP:Iteration 9Q (52799.060000 sec): 3 clusters
  Score: Raw -1839538.927846 + Penalty 3237.064559 = -1836301.863287
  nChanged 485
		SP:Iteration 10Q (52799.320000 sec): 3 clusters
  Score: Raw -1839719.024482 + Penalty 3237.064559 = -1836481.959923
  nChanged 476
		SP:Iteration 11Q (52799.590000 sec): 3 clusters
  Score: Raw -1839899.603490 + Penalty 3237.064559 = -1836662.538931
  nChanged 447
		SP:Iteration 12Q (52799.850000 sec): 3 clusters
  Score: Raw -1840060.063144 + Penalty 3237.064559 = -1836822.998585
  nChanged 446
		SP:Iteration 13Q (52800.110000 sec): 3 clusters
  Score: Raw -1840233.623900 + Penalty 3237.064559 = -1836996.559341
  nChanged 443
		SP:Iteration 14Q (52800.390000 sec): 3 clusters
  Score: Raw -1840418.356751 + Penalty 3237.064559 = -1837181.292191
  nChanged 446
		SP:Iteration 15Q (52800.660000 sec): 3 clusters
  Score: Raw -1840593.756679 + Penalty 3237.064559 = -1837356.692120
  nChanged 428
		SP:Iteration 16Q (52800.940000 sec): 3 clusters
  Score: Raw -1840754.987931 + Penalty 3237.064559 = -1837517.923371
  nChanged 420
		SP:Iteration 17Q (52801.180000 sec): 3 clusters
  Score: Raw -1840916.698350 + Penalty 3237.064559 = -1837679.633791
  nChanged 418
		SP:Iteration 18Q (52801.430000 sec): 3 clusters
  Score: Raw -1841078.622285 + Penalty 3237.064559 = -1837841.557725
  nChanged 407
		SP:Iteration 19Q (52801.680000 sec): 3 clusters
  Score: Raw -1841240.533433 + Penalty 3237.064559 = -1838003.468874
  nChanged 365
		SP:Iteration 20F (52801.960000 sec): 3 clusters
  Score: Raw -1841380.296768 + Penalty 3237.064559 = -1838143.232209
  nChanged 330
		SP:Iteration 21Q (52802.210000 sec): 3 clusters
  Score: Raw -1841503.893822 + Penalty 3237.064559 = -1838266.829263
  nChanged 294
		SP:Iteration 22Q (52802.470000 sec): 3 clusters
  Score: Raw -1841617.577632 + Penalty 3237.064559 = -1838380.513072
  nChanged 281
		SP:Iteration 23Q (52802.710000 sec): 3 clusters
  Score: Raw -1841738.772886 + Penalty 3237.064559 = -1838501.708327
  nChanged 298
		SP:Iteration 24Q (52802.980000 sec): 3 clusters
  Score: Raw -1841917.865075 + Penalty 3237.064559 = -1838680.800516
  nChanged 331
		SP:Iteration 25Q (52803.220000 sec): 3 clusters
  Score: Raw -1842253.641700 + Penalty 3237.064559 = -1839016.577140
  nChanged 335
		SP:Iteration 26Q (52803.460000 sec): 3 clusters
  Score: Raw -1842759.478328 + Penalty 3237.064559 = -1839522.413769
  nChanged 271
		SP:Iteration 27Q (52803.700000 sec): 3 clusters
  Score: Raw -1843024.126141 + Penalty 3237.064559 = -1839787.061582
  nChanged 191
		SP:Iteration 28Q (52803.950000 sec): 3 clusters
  Score: Raw -1843111.343588 + Penalty 3237.064559 = -1839874.279029
  nChanged 122
		SP:Iteration 29Q (52804.180000 sec): 3 clusters
  Score: Raw -1843150.502067 + Penalty 3237.064559 = -1839913.437508
  nChanged 70
		SP:Iteration 30Q (52804.440000 sec): 3 clusters
  Score: Raw -1843169.096717 + Penalty 3237.064559 = -1839932.032157
  nChanged 61
		SP:Iteration 31Q (52804.670000 sec): 3 clusters
  Score: Raw -1843185.861110 + Penalty 3237.064559 = -1839948.796550
  nChanged 66
		SP:Iteration 32Q (52804.910000 sec): 3 clusters
  Score: Raw -1843204.638353 + Penalty 3237.064559 = -1839967.573794
  nChanged 47
		SP:Iteration 33Q (52805.160000 sec): 3 clusters
  Score: Raw -1843215.739800 + Penalty 3237.064559 = -1839978.675241
  nChanged 37
		SP:Iteration 34Q (52805.410000 sec): 3 clusters
  Score: Raw -1843223.984948 + Penalty 3237.064559 = -1839986.920389
  nChanged 37
		SP:Iteration 35Q (52805.640000 sec): 3 clusters
  Score: Raw -1843233.303221 + Penalty 3237.064559 = -1839996.238662
  nChanged 41
		SP:Iteration 36Q (52805.900000 sec): 3 clusters
  Score: Raw -1843243.644371 + Penalty 3237.064559 = -1840006.579812
  nChanged 36
		SP:Iteration 37Q (52806.140000 sec): 3 clusters
  Score: Raw -1843258.483584 + Penalty 3237.064559 = -1840021.419025
  nChanged 49
		SP:Iteration 38Q (52806.370000 sec): 3 clusters
  Score: Raw -1843281.513994 + Penalty 3237.064559 = -1840044.449435
  nChanged 56
		SP:Iteration 39Q (52806.630000 sec): 3 clusters
  Score: Raw -1843310.169051 + Penalty 3237.064559 = -1840073.104491
  nChanged 67
		SP:Iteration 40F (52806.890000 sec): 3 clusters
  Score: Raw -1843340.404782 + Penalty 3237.064559 = -1840103.340223
  nChanged 56
		SP:Iteration 41Q (52807.130000 sec): 3 clusters
  Score: Raw -1843366.536729 + Penalty 3237.064559 = -1840129.472170
  nChanged 47
		SP:Iteration 42Q (52807.360000 sec): 3 clusters
  Score: Raw -1843379.524968 + Penalty 3237.064559 = -1840142.460409
  nChanged 31
		SP:Iteration 43Q (52807.610000 sec): 3 clusters
  Score: Raw -1843387.359478 + Penalty 3237.064559 = -1840150.294919
  nChanged 28
		SP:Iteration 44Q (52807.840000 sec): 3 clusters
  Score: Raw -1843393.562749 + Penalty 3237.064559 = -1840156.498190
  nChanged 27
		SP:Iteration 45Q (52808.090000 sec): 3 clusters
  Score: Raw -1843399.239884 + Penalty 3237.064559 = -1840162.175325
  nChanged 31
		SP:Iteration 46Q (52808.340000 sec): 3 clusters
  Score: Raw -1843404.525801 + Penalty 3237.064559 = -1840167.461241
  nChanged 20
		SP:Iteration 47Q (52808.570000 sec): 3 clusters
  Score: Raw -1843407.493679 + Penalty 3237.064559 = -1840170.429119
  nChanged 7
		SP:Iteration 48Q (52808.830000 sec): 3 clusters
  Score: Raw -1843408.237738 + Penalty 3237.064559 = -1840171.173179
  nChanged 4
		SP:Iteration 49Q (52809.050000 sec): 3 clusters
  Score: Raw -1843408.715592 + Penalty 3237.064559 = -1840171.651033
  nChanged 2
		SP:Iteration 50Q (52809.280000 sec): 3 clusters
  Score: Raw -1843408.866469 + Penalty 3237.064559 = -1840171.801910
  nChanged 0
		SP:Iteration 51F (52809.560000 sec): 3 clusters
  Score: Raw -1843408.866469 + Penalty 3237.064559 = -1840171.801910
  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 5.70 GB.

 Trying to split cluster 23 (5904 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (52809.650000 sec): 2 clusters
  Score: Raw -496383.503125 + Penalty 1411.050122 = -494972.453003
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (52809.780000 sec): 3 clusters
  Score: Raw -493268.329380 + Penalty 2822.100244 = -490446.229136
  nChanged 2457
		SP:Iteration 1F (52809.880000 sec): 3 clusters
  Score: Raw -494547.343121 + Penalty 2822.100244 = -491725.242877
  nChanged 404
		SP:Iteration 2F (52810.000000 sec): 3 clusters
  Score: Raw -494758.404099 + Penalty 2822.100244 = -491936.303855
  nChanged 341
		SP:Iteration 3F (52810.100000 sec): 3 clusters
  Score: Raw -494928.076583 + Penalty 2822.100244 = -492105.976339
  nChanged 282
		SP:Iteration 4Q (52810.220000 sec): 3 clusters
  Score: Raw -495081.333745 + Penalty 2822.100244 = -492259.233501
  nChanged 271
		SP:Iteration 5Q (52810.330000 sec): 3 clusters
  Score: Raw -495221.486582 + Penalty 2822.100244 = -492399.386338
  nChanged 258
		SP:Iteration 6Q (52810.440000 sec): 3 clusters
  Score: Raw -495363.523210 + Penalty 2822.100244 = -492541.422966
  nChanged 250
		SP:Iteration 7Q (52810.560000 sec): 3 clusters
  Score: Raw -495497.004414 + Penalty 2822.100244 = -492674.904170
  nChanged 223
		SP:Iteration 8Q (52810.670000 sec): 3 clusters
  Score: Raw -495618.377073 + Penalty 2822.100244 = -492796.276829
  nChanged 204
		SP:Iteration 9Q (52810.780000 sec): 3 clusters
  Score: Raw -495733.365641 + Penalty 2822.100244 = -492911.265397
  nChanged 189
		SP:Iteration 10Q (52810.890000 sec): 3 clusters
  Score: Raw -495840.070552 + Penalty 2822.100244 = -493017.970308
  nChanged 178
		SP:Iteration 11Q (52811.000000 sec): 3 clusters
  Score: Raw -495940.136489 + Penalty 2822.100244 = -493118.036245
  nChanged 134
		SP:Iteration 12Q (52811.110000 sec): 3 clusters
  Score: Raw -496006.300758 + Penalty 2822.100244 = -493184.200514
  nChanged 117
		SP:Iteration 13Q (52811.220000 sec): 3 clusters
  Score: Raw -496058.708822 + Penalty 2822.100244 = -493236.608578
  nChanged 97
		SP:Iteration 14Q (52811.330000 sec): 3 clusters
  Score: Raw -496105.931862 + Penalty 2822.100244 = -493283.831618
  nChanged 92
		SP:Iteration 15Q (52811.450000 sec): 3 clusters
  Score: Raw -496158.472180 + Penalty 2822.100244 = -493336.371936
  nChanged 106
		SP:Iteration 16Q (52811.560000 sec): 3 clusters
  Score: Raw -496218.843908 + Penalty 2822.100244 = -493396.743664
  nChanged 84
		SP:Iteration 17Q (52811.670000 sec): 3 clusters
  Score: Raw -496272.154249 + Penalty 2822.100244 = -493450.054005
  nChanged 65
		SP:Iteration 18Q (52811.780000 sec): 3 clusters
  Score: Raw -496314.829721 + Penalty 2822.100244 = -493492.729477
  nChanged 52
		SP:Iteration 19Q (52811.890000 sec): 3 clusters
  Score: Raw -496343.730223 + Penalty 2822.100244 = -493521.629979
  nChanged 39
		SP:Iteration 20F (52812.000000 sec): 3 clusters
  Score: Raw -496374.510803 + Penalty 2822.100244 = -493552.410559
  nChanged 41
		SP:Iteration 21Q (52812.110000 sec): 3 clusters
  Score: Raw -496408.294586 + Penalty 2822.100244 = -493586.194342
  nChanged 36
		SP:Iteration 22Q (52812.210000 sec): 3 clusters
  Score: Raw -496429.407577 + Penalty 2822.100244 = -493607.307333
  nChanged 26
		SP:Iteration 23Q (52812.320000 sec): 3 clusters
  Score: Raw -496447.812053 + Penalty 2822.100244 = -493625.711809
  nChanged 21
		SP:Iteration 24Q (52812.430000 sec): 3 clusters
  Score: Raw -496464.231203 + Penalty 2822.100244 = -493642.130959
  nChanged 23
		SP:Iteration 25Q (52812.540000 sec): 3 clusters
  Score: Raw -496479.672146 + Penalty 2822.100244 = -493657.571902
  nChanged 14
		SP:Iteration 26Q (52812.650000 sec): 3 clusters
  Score: Raw -496489.092713 + Penalty 2822.100244 = -493666.992469
  nChanged 15
		SP:Iteration 27Q (52812.750000 sec): 3 clusters
  Score: Raw -496495.892712 + Penalty 2822.100244 = -493673.792468
  nChanged 12
		SP:Iteration 28Q (52812.860000 sec): 3 clusters
  Score: Raw -496501.338954 + Penalty 2822.100244 = -493679.238710
  nChanged 11
		SP:Iteration 29Q (52812.970000 sec): 3 clusters
  Score: Raw -496507.086455 + Penalty 2822.100244 = -493684.986211
  nChanged 7
		SP:Iteration 30Q (52813.070000 sec): 3 clusters
  Score: Raw -496510.848775 + Penalty 2822.100244 = -493688.748531
  nChanged 2
		SP:Iteration 31Q (52813.180000 sec): 3 clusters
  Score: Raw -496512.028667 + Penalty 2822.100244 = -493689.928423
  nChanged 2
		SP:Iteration 32Q (52813.290000 sec): 3 clusters
  Score: Raw -496513.805752 + Penalty 2822.100244 = -493691.705508
  nChanged 5
		SP:Iteration 33Q (52813.390000 sec): 3 clusters
  Score: Raw -496516.840709 + Penalty 2822.100244 = -493694.740465
  nChanged 5
		SP:Iteration 34Q (52813.490000 sec): 3 clusters
  Score: Raw -496522.253279 + Penalty 2822.100244 = -493700.153035
  nChanged 6
		SP:Iteration 35Q (52813.600000 sec): 3 clusters
  Score: Raw -496525.834861 + Penalty 2822.100244 = -493703.734617
  nChanged 4
		SP:Iteration 36Q (52813.710000 sec): 3 clusters
  Score: Raw -496528.964778 + Penalty 2822.100244 = -493706.864534
  nChanged 2
		SP:Iteration 37Q (52813.810000 sec): 3 clusters
  Score: Raw -496530.424994 + Penalty 2822.100244 = -493708.324750
  nChanged 2
		SP:Iteration 38Q (52813.910000 sec): 3 clusters
  Score: Raw -496531.400669 + Penalty 2822.100244 = -493709.300425
  nChanged 3
		SP:Iteration 39Q (52814.020000 sec): 3 clusters
  Score: Raw -496534.317391 + Penalty 2822.100244 = -493712.217147
  nChanged 1
		SP:Iteration 40F (52814.130000 sec): 3 clusters
  Score: Raw -496534.497524 + Penalty 2822.100244 = -493712.397280
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 24 (5462 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (52814.210000 sec): 2 clusters
  Score: Raw -381331.198863 + Penalty 1398.405174 = -379932.793689
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (52814.310000 sec): 3 clusters
  Score: Raw -378487.563443 + Penalty 2796.810348 = -375690.753095
  nChanged 2290
		SP:Iteration 1F (52814.410000 sec): 3 clusters
  Score: Raw -380460.392319 + Penalty 2796.810348 = -377663.581971
  nChanged 656
		SP:Iteration 2F (52814.510000 sec): 3 clusters
  Score: Raw -381301.565727 + Penalty 2796.810348 = -378504.755378
  nChanged 538
		SP:Iteration 3F (52814.610000 sec): 3 clusters
  Score: Raw -382022.313739 + Penalty 2796.810348 = -379225.503391
  nChanged 405
		SP:Iteration 4F (52814.700000 sec): 3 clusters
  Score: Raw -382468.662008 + Penalty 2796.810348 = -379671.851660
  nChanged 298
		SP:Iteration 5F (52814.800000 sec): 3 clusters
  Score: Raw -382708.340967 + Penalty 2796.810348 = -379911.530619
  nChanged 187
		SP:Iteration 6Q (52814.890000 sec): 3 clusters
  Score: Raw -382818.168153 + Penalty 2796.810348 = -380021.357805
  nChanged 100
		SP:Iteration 7Q (52814.990000 sec): 3 clusters
  Score: Raw -382868.160798 + Penalty 2796.810348 = -380071.350450
  nChanged 83
		SP:Iteration 8Q (52815.090000 sec): 3 clusters
  Score: Raw -382907.344993 + Penalty 2796.810348 = -380110.534645
  nChanged 71
		SP:Iteration 9Q (52815.190000 sec): 3 clusters
  Score: Raw -382940.537297 + Penalty 2796.810348 = -380143.726949
  nChanged 57
		SP:Iteration 10Q (52815.280000 sec): 3 clusters
  Score: Raw -382974.925804 + Penalty 2796.810348 = -380178.115456
  nChanged 67
		SP:Iteration 11Q (52815.380000 sec): 3 clusters
  Score: Raw -383013.354442 + Penalty 2796.810348 = -380216.544094
  nChanged 60
		SP:Iteration 12Q (52815.470000 sec): 3 clusters
  Score: Raw -383043.724113 + Penalty 2796.810348 = -380246.913765
  nChanged 66
		SP:Iteration 13Q (52815.570000 sec): 3 clusters
  Score: Raw -383082.610493 + Penalty 2796.810348 = -380285.800145
  nChanged 56
		SP:Iteration 14Q (52815.660000 sec): 3 clusters
  Score: Raw -383121.299403 + Penalty 2796.810348 = -380324.489055
  nChanged 58
		SP:Iteration 15Q (52815.760000 sec): 3 clusters
  Score: Raw -383167.790285 + Penalty 2796.810348 = -380370.979937
  nChanged 75
		SP:Iteration 16Q (52815.850000 sec): 3 clusters
  Score: Raw -383228.822263 + Penalty 2796.810348 = -380432.011914
  nChanged 69
		SP:Iteration 17Q (52815.950000 sec): 3 clusters
  Score: Raw -383280.630869 + Penalty 2796.810348 = -380483.820521
  nChanged 54
		SP:Iteration 18Q (52816.040000 sec): 3 clusters
  Score: Raw -383315.264154 + Penalty 2796.810348 = -380518.453806
  nChanged 49
		SP:Iteration 19Q (52816.140000 sec): 3 clusters
  Score: Raw -383350.696093 + Penalty 2796.810348 = -380553.885745
  nChanged 43
		SP:Iteration 20F (52816.240000 sec): 3 clusters
  Score: Raw -383384.086535 + Penalty 2796.810348 = -380587.276187
  nChanged 48
		SP:Iteration 21Q (52816.330000 sec): 3 clusters
  Score: Raw -383412.254257 + Penalty 2796.810348 = -380615.443909
  nChanged 36
		SP:Iteration 22Q (52816.420000 sec): 3 clusters
  Score: Raw -383432.039388 + Penalty 2796.810348 = -380635.229040
  nChanged 39
		SP:Iteration 23Q (52816.520000 sec): 3 clusters
  Score: Raw -383450.607975 + Penalty 2796.810348 = -380653.797627
  nChanged 30
		SP:Iteration 24Q (52816.610000 sec): 3 clusters
  Score: Raw -383460.606460 + Penalty 2796.810348 = -380663.796112
  nChanged 17
		SP:Iteration 25Q (52816.700000 sec): 3 clusters
  Score: Raw -383467.356983 + Penalty 2796.810348 = -380670.546634
  nChanged 18
		SP:Iteration 26Q (52816.800000 sec): 3 clusters
  Score: Raw -383474.276947 + Penalty 2796.810348 = -380677.466599
  nChanged 9
		SP:Iteration 27Q (52816.890000 sec): 3 clusters
  Score: Raw -383478.738069 + Penalty 2796.810348 = -380681.927720
  nChanged 6
		SP:Iteration 28Q (52816.990000 sec): 3 clusters
  Score: Raw -383480.404312 + Penalty 2796.810348 = -380683.593963
  nChanged 6
		SP:Iteration 29Q (52817.080000 sec): 3 clusters
  Score: Raw -383482.284034 + Penalty 2796.810348 = -380685.473686
  nChanged 10
		SP:Iteration 30Q (52817.180000 sec): 3 clusters
  Score: Raw -383486.538741 + Penalty 2796.810348 = -380689.728393
  nChanged 8
		SP:Iteration 31Q (52817.270000 sec): 3 clusters
  Score: Raw -383490.216167 + Penalty 2796.810348 = -380693.405819
  nChanged 6
		SP:Iteration 32Q (52817.360000 sec): 3 clusters
  Score: Raw -383494.572477 + Penalty 2796.810348 = -380697.762129
  nChanged 10
		SP:Iteration 33Q (52817.460000 sec): 3 clusters
  Score: Raw -383498.549447 + Penalty 2796.810348 = -380701.739099
  nChanged 10
		SP:Iteration 34Q (52817.550000 sec): 3 clusters
  Score: Raw -383502.610279 + Penalty 2796.810348 = -380705.799931
  nChanged 8
		SP:Iteration 35Q (52817.640000 sec): 3 clusters
  Score: Raw -383505.100295 + Penalty 2796.810348 = -380708.289947
  nChanged 5
		SP:Iteration 36Q (52817.740000 sec): 3 clusters
  Score: Raw -383508.377710 + Penalty 2796.810348 = -380711.567362
  nChanged 11
		SP:Iteration 37Q (52817.830000 sec): 3 clusters
  Score: Raw -383514.339995 + Penalty 2796.810348 = -380717.529647
  nChanged 14
		SP:Iteration 38Q (52817.920000 sec): 3 clusters
  Score: Raw -383522.419135 + Penalty 2796.810348 = -380725.608787
  nChanged 13
		SP:Iteration 39Q (52818.020000 sec): 3 clusters
  Score: Raw -383528.790861 + Penalty 2796.810348 = -380731.980513
  nChanged 13
		SP:Iteration 40F (52818.110000 sec): 3 clusters
  Score: Raw -383534.938133 + Penalty 2796.810348 = -380738.127785
  nChanged 10
		SP:Iteration 41Q (52818.200000 sec): 3 clusters
  Score: Raw -383539.288285 + Penalty 2796.810348 = -380742.477936
  nChanged 7
		SP:Iteration 42Q (52818.300000 sec): 3 clusters
  Score: Raw -383542.968027 + Penalty 2796.810348 = -380746.157679
  nChanged 10
		SP:Iteration 43Q (52818.390000 sec): 3 clusters
  Score: Raw -383553.259043 + Penalty 2796.810348 = -380756.448695
  nChanged 12
		SP:Iteration 44Q (52818.480000 sec): 3 clusters
  Score: Raw -383562.652487 + Penalty 2796.810348 = -380765.842139
  nChanged 13
		SP:Iteration 45Q (52818.580000 sec): 3 clusters
  Score: Raw -383568.663041 + Penalty 2796.810348 = -380771.852693
  nChanged 5
		SP:Iteration 46Q (52818.670000 sec): 3 clusters
  Score: Raw -383571.438407 + Penalty 2796.810348 = -380774.628058
  nChanged 10
		SP:Iteration 47Q (52818.760000 sec): 3 clusters
  Score: Raw -383577.370361 + Penalty 2796.810348 = -380780.560013
  nChanged 6
		SP:Iteration 48Q (52818.860000 sec): 3 clusters
  Score: Raw -383579.409410 + Penalty 2796.810348 = -380782.599062
  nChanged 5
		SP:Iteration 49Q (52818.950000 sec): 3 clusters
  Score: Raw -383581.405690 + Penalty 2796.810348 = -380784.595342
  nChanged 5
		SP:Iteration 50Q (52819.040000 sec): 3 clusters
  Score: Raw -383583.509650 + Penalty 2796.810348 = -380786.699302
  nChanged 3
		SP:Iteration 51Q (52819.140000 sec): 3 clusters
  Score: Raw -383584.523841 + Penalty 2796.810348 = -380787.713493
  nChanged 2
		SP:Iteration 52Q (52819.230000 sec): 3 clusters
  Score: Raw -383585.436233 + Penalty 2796.810348 = -380788.625885
  nChanged 3
		SP:Iteration 53Q (52819.320000 sec): 3 clusters
  Score: Raw -383586.659543 + Penalty 2796.810348 = -380789.849195
  nChanged 2
		SP:Iteration 54Q (52819.420000 sec): 3 clusters
  Score: Raw -383587.405722 + Penalty 2796.810348 = -380790.595374
  nChanged 2
		SP:Iteration 55Q (52819.510000 sec): 3 clusters
  Score: Raw -383588.151395 + Penalty 2796.810348 = -380791.341047
  nChanged 6
		SP:Iteration 56Q (52819.600000 sec): 3 clusters
  Score: Raw -383594.793815 + Penalty 2796.810348 = -380797.983467
  nChanged 10
		SP:Iteration 57Q (52819.700000 sec): 3 clusters
  Score: Raw -383605.468846 + Penalty 2796.810348 = -380808.658498
  nChanged 14
		SP:Iteration 58Q (52819.790000 sec): 3 clusters
  Score: Raw -383616.025107 + Penalty 2796.810348 = -380819.214759
  nChanged 15
		SP:Iteration 59Q (52819.880000 sec): 3 clusters
  Score: Raw -383628.900212 + Penalty 2796.810348 = -380832.089864
  nChanged 12
		SP:Iteration 60F (52819.980000 sec): 3 clusters
  Score: Raw -383644.978106 + Penalty 2796.810348 = -380848.167758
  nChanged 12
		SP:Iteration 61Q (52820.070000 sec): 3 clusters
  Score: Raw -383663.048516 + Penalty 2796.810348 = -380866.238168
  nChanged 14
		SP:Iteration 62Q (52820.160000 sec): 3 clusters
  Score: Raw -383681.788489 + Penalty 2796.810348 = -380884.978141
  nChanged 17
		SP:Iteration 63Q (52820.260000 sec): 3 clusters
  Score: Raw -383697.497520 + Penalty 2796.810348 = -380900.687172
  nChanged 18
		SP:Iteration 64Q (52820.350000 sec): 3 clusters
  Score: Raw -383709.364953 + Penalty 2796.810348 = -380912.554604
  nChanged 16
		SP:Iteration 65Q (52820.450000 sec): 3 clusters
  Score: Raw -383717.984787 + Penalty 2796.810348 = -380921.174439
  nChanged 6
		SP:Iteration 66Q (52820.540000 sec): 3 clusters
  Score: Raw -383722.487645 + Penalty 2796.810348 = -380925.677297
  nChanged 5
		SP:Iteration 67Q (52820.630000 sec): 3 clusters
  Score: Raw -383723.986393 + Penalty 2796.810348 = -380927.176045
  nChanged 1
		SP:Iteration 68Q (52820.720000 sec): 3 clusters
  Score: Raw -383725.465450 + Penalty 2796.810348 = -380928.655102
  nChanged 3
		SP:Iteration 69Q (52820.810000 sec): 3 clusters
  Score: Raw -383727.416993 + Penalty 2796.810348 = -380930.606645
  nChanged 4
		SP:Iteration 70Q (52820.910000 sec): 3 clusters
  Score: Raw -383728.731575 + Penalty 2796.810348 = -380931.921227
  nChanged 0
		SP:Iteration 71F (52821.010000 sec): 3 clusters
  Score: Raw -383728.731575 + Penalty 2796.810348 = -380931.921227
  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 5.70 GB.

 Trying to split cluster 25 (4076 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (52821.080000 sec): 2 clusters
  Score: Raw -301558.213261 + Penalty 1350.841602 = -300207.371659
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (52821.170000 sec): 3 clusters
  Score: Raw -299509.224126 + Penalty 2701.683203 = -296807.540923
  nChanged 1672
		SP:Iteration 1F (52821.240000 sec): 3 clusters
  Score: Raw -300769.719554 + Penalty 2701.683203 = -298068.036351
  nChanged 436
		SP:Iteration 2F (52821.320000 sec): 3 clusters
  Score: Raw -301216.027018 + Penalty 2701.683203 = -298514.343815
  nChanged 308
		SP:Iteration 3F (52821.390000 sec): 3 clusters
  Score: Raw -301530.969767 + Penalty 2701.683203 = -298829.286564
  nChanged 255
		SP:Iteration 4F (52821.470000 sec): 3 clusters
  Score: Raw -301804.007848 + Penalty 2701.683203 = -299102.324645
  nChanged 214
		SP:Iteration 5F (52821.550000 sec): 3 clusters
  Score: Raw -302026.251902 + Penalty 2701.683203 = -299324.568699
  nChanged 183
		SP:Iteration 6Q (52821.620000 sec): 3 clusters
  Score: Raw -302231.441901 + Penalty 2701.683203 = -299529.758698
  nChanged 162
		SP:Iteration 7Q (52821.700000 sec): 3 clusters
  Score: Raw -302468.034604 + Penalty 2701.683203 = -299766.351401
  nChanged 140
		SP:Iteration 8Q (52821.770000 sec): 3 clusters
  Score: Raw -302636.348608 + Penalty 2701.683203 = -299934.665405
  nChanged 127
		SP:Iteration 9Q (52821.850000 sec): 3 clusters
  Score: Raw -302763.040447 + Penalty 2701.683203 = -300061.357244
  nChanged 101
		SP:Iteration 10Q (52821.930000 sec): 3 clusters
  Score: Raw -302864.264600 + Penalty 2701.683203 = -300162.581397
  nChanged 97
		SP:Iteration 11Q (52822.000000 sec): 3 clusters
  Score: Raw -302950.313609 + Penalty 2701.683203 = -300248.630406
  nChanged 84
		SP:Iteration 12Q (52822.080000 sec): 3 clusters
  Score: Raw -303044.620256 + Penalty 2701.683203 = -300342.937053
  nChanged 91
		SP:Iteration 13Q (52822.150000 sec): 3 clusters
  Score: Raw -303141.655410 + Penalty 2701.683203 = -300439.972207
  nChanged 90
		SP:Iteration 14Q (52822.230000 sec): 3 clusters
  Score: Raw -303294.579003 + Penalty 2701.683203 = -300592.895800
  nChanged 85
		SP:Iteration 15Q (52822.300000 sec): 3 clusters
  Score: Raw -303475.603490 + Penalty 2701.683203 = -300773.920287
  nChanged 68
		SP:Iteration 16Q (52822.370000 sec): 3 clusters
  Score: Raw -303565.347685 + Penalty 2701.683203 = -300863.664482
  nChanged 45
		SP:Iteration 17Q (52822.450000 sec): 3 clusters
  Score: Raw -303593.818080 + Penalty 2701.683203 = -300892.134877
  nChanged 15
		SP:Iteration 18Q (52822.520000 sec): 3 clusters
  Score: Raw -303598.680086 + Penalty 2701.683203 = -300896.996882
  nChanged 6
		SP:Iteration 19Q (52822.590000 sec): 3 clusters
  Score: Raw -303601.291450 + Penalty 2701.683203 = -300899.608247
  nChanged 3
		SP:Iteration 20F (52822.670000 sec): 3 clusters
  Score: Raw -303602.215865 + Penalty 2701.683203 = -300900.532662
  nChanged 6
		SP:Iteration 21Q (52822.740000 sec): 3 clusters
  Score: Raw -303603.541608 + Penalty 2701.683203 = -300901.858404
  nChanged 1
		SP:Iteration 22Q (52822.820000 sec): 3 clusters
  Score: Raw -303603.721016 + Penalty 2701.683203 = -300902.037813
  nChanged 1
		SP:Iteration 23Q (52822.890000 sec): 3 clusters
  Score: Raw -303604.225512 + Penalty 2701.683203 = -300902.542308
  nChanged 3
		SP:Iteration 24Q (52822.970000 sec): 3 clusters
  Score: Raw -303604.683396 + Penalty 2701.683203 = -300903.000193
  nChanged 0
		SP:Iteration 25F (52823.040000 sec): 3 clusters
  Score: Raw -303604.683396 + Penalty 2701.683203 = -300903.000193
  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 5.70 GB.

 Trying to split cluster 26 (25495 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (52823.260000 sec): 2 clusters
  Score: Raw -2296714.462691 + Penalty 1648.763615 = -2295065.699076
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (52823.600000 sec): 3 clusters
  Score: Raw -2281168.599612 + Penalty 3297.527231 = -2277871.072381
  nChanged 11618
		SP:Iteration 1F (52823.930000 sec): 3 clusters
  Score: Raw -2287590.861478 + Penalty 3297.527231 = -2284293.334247
  nChanged 1418
		SP:Iteration 2F (52824.210000 sec): 3 clusters
  Score: Raw -2288311.838115 + Penalty 3297.527231 = -2285014.310885
  nChanged 1762
		SP:Iteration 3F (52824.500000 sec): 3 clusters
  Score: Raw -2289476.288285 + Penalty 3297.527231 = -2286178.761054
  nChanged 2120
		SP:Iteration 4F (52824.830000 sec): 3 clusters
  Score: Raw -2291258.861271 + Penalty 3297.527231 = -2287961.334040
  nChanged 2160
		SP:Iteration 5F (52825.120000 sec): 3 clusters
  Score: Raw -2293337.872880 + Penalty 3297.527231 = -2290040.345649
  nChanged 1765
		SP:Iteration 6F (52825.450000 sec): 3 clusters
  Score: Raw -2295020.091119 + Penalty 3297.527231 = -2291722.563888
  nChanged 1110
		SP:Iteration 7Q (52825.770000 sec): 3 clusters
  Score: Raw -2295961.408023 + Penalty 3297.527231 = -2292663.880792
  nChanged 631
		SP:Iteration 8Q (52826.100000 sec): 3 clusters
  Score: Raw -2296424.095696 + Penalty 3297.527231 = -2293126.568465
  nChanged 357
		SP:Iteration 9Q (52826.410000 sec): 3 clusters
  Score: Raw -2296658.005140 + Penalty 3297.527231 = -2293360.477909
  nChanged 199
		SP:Iteration 10Q (52826.690000 sec): 3 clusters
  Score: Raw -2296803.848430 + Penalty 3297.527231 = -2293506.321199
  nChanged 147
		SP:Iteration 11Q (52827.020000 sec): 3 clusters
  Score: Raw -2296934.131097 + Penalty 3297.527231 = -2293636.603866
  nChanged 110
		SP:Iteration 12Q (52827.290000 sec): 3 clusters
  Score: Raw -2297032.047464 + Penalty 3297.527231 = -2293734.520234
  nChanged 84
		SP:Iteration 13Q (52827.560000 sec): 3 clusters
  Score: Raw -2297091.827656 + Penalty 3297.527231 = -2293794.300425
  nChanged 73
		SP:Iteration 14Q (52827.820000 sec): 3 clusters
  Score: Raw -2297140.866919 + Penalty 3297.527231 = -2293843.339689
  nChanged 42
		SP:Iteration 15Q (52828.120000 sec): 3 clusters
  Score: Raw -2297168.410640 + Penalty 3297.527231 = -2293870.883409
  nChanged 39
		SP:Iteration 16Q (52828.400000 sec): 3 clusters
  Score: Raw -2297190.347465 + Penalty 3297.527231 = -2293892.820234
  nChanged 27
		SP:Iteration 17Q (52828.680000 sec): 3 clusters
  Score: Raw -2297201.222786 + Penalty 3297.527231 = -2293903.695555
  nChanged 22
		SP:Iteration 18Q (52828.940000 sec): 3 clusters
  Score: Raw -2297210.112617 + Penalty 3297.527231 = -2293912.585386
  nChanged 25
		SP:Iteration 19Q (52829.200000 sec): 3 clusters
  Score: Raw -2297222.878362 + Penalty 3297.527231 = -2293925.351131
  nChanged 22
		SP:Iteration 20F (52829.480000 sec): 3 clusters
  Score: Raw -2297232.594028 + Penalty 3297.527231 = -2293935.066797
  nChanged 14
		SP:Iteration 21Q (52829.780000 sec): 3 clusters
  Score: Raw -2297239.664708 + Penalty 3297.527231 = -2293942.137477
  nChanged 8
		SP:Iteration 22Q (52830.070000 sec): 3 clusters
  Score: Raw -2297243.945550 + Penalty 3297.527231 = -2293946.418319
  nChanged 7
		SP:Iteration 23Q (52830.350000 sec): 3 clusters
  Score: Raw -2297246.251283 + Penalty 3297.527231 = -2293948.724052
  nChanged 4
		SP:Iteration 24Q (52830.600000 sec): 3 clusters
  Score: Raw -2297247.440897 + Penalty 3297.527231 = -2293949.913666
  nChanged 3
		SP:Iteration 25Q (52830.860000 sec): 3 clusters
  Score: Raw -2297247.799074 + Penalty 3297.527231 = -2293950.271843
  nChanged 1
		SP:Iteration 26Q (52831.120000 sec): 3 clusters
  Score: Raw -2297248.112006 + Penalty 3297.527231 = -2293950.584775
  nChanged 1
		SP:Iteration 27Q (52831.370000 sec): 3 clusters
  Score: Raw -2297248.247722 + Penalty 3297.527231 = -2293950.720491
  nChanged 1
		SP:Iteration 28Q (52831.630000 sec): 3 clusters
  Score: Raw -2297248.430449 + Penalty 3297.527231 = -2293950.903218
  nChanged 0
		SP:Iteration 29F (52831.910000 sec): 3 clusters
  Score: Raw -2297248.430449 + Penalty 3297.527231 = -2293950.903218
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 27 (23013 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (52832.110000 sec): 2 clusters
  Score: Raw -1916757.248229 + Penalty 1632.119865 = -1915125.128364
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (52832.390000 sec): 3 clusters
  Score: Raw -1902871.010904 + Penalty 3264.239730 = -1899606.771174
  nChanged 10391
		SP:Iteration 1F (52832.650000 sec): 3 clusters
  Score: Raw -1908861.263772 + Penalty 3264.239730 = -1905597.024043
  nChanged 1433
		SP:Iteration 2F (52832.920000 sec): 3 clusters
  Score: Raw -1909676.928242 + Penalty 3264.239730 = -1906412.688513
  nChanged 1553
		SP:Iteration 3F (52833.180000 sec): 3 clusters
  Score: Raw -1910776.175972 + Penalty 3264.239730 = -1907511.936243
  nChanged 1671
		SP:Iteration 4F (52833.470000 sec): 3 clusters
  Score: Raw -1912399.835646 + Penalty 3264.239730 = -1909135.595916
  nChanged 1871
		SP:Iteration 5F (52833.740000 sec): 3 clusters
  Score: Raw -1914576.399534 + Penalty 3264.239730 = -1911312.159805
  nChanged 1852
		SP:Iteration 6F (52834.010000 sec): 3 clusters
  Score: Raw -1916498.683072 + Penalty 3264.239730 = -1913234.443343
  nChanged 1490
		SP:Iteration 7F (52834.290000 sec): 3 clusters
  Score: Raw -1917862.113324 + Penalty 3264.239730 = -1914597.873594
  nChanged 1063
		SP:Iteration 8Q (52834.560000 sec): 3 clusters
  Score: Raw -1918755.426794 + Penalty 3264.239730 = -1915491.187065
  nChanged 836
		SP:Iteration 9Q (52834.850000 sec): 3 clusters
  Score: Raw -1919485.597906 + Penalty 3264.239730 = -1916221.358176
  nChanged 706
		SP:Iteration 10Q (52835.110000 sec): 3 clusters
  Score: Raw -1920157.674869 + Penalty 3264.239730 = -1916893.435140
  nChanged 568
		SP:Iteration 11Q (52835.380000 sec): 3 clusters
  Score: Raw -1920584.239725 + Penalty 3264.239730 = -1917319.999995
  nChanged 426
		SP:Iteration 12Q (52835.660000 sec): 3 clusters
  Score: Raw -1920821.595734 + Penalty 3264.239730 = -1917557.356005
  nChanged 334
		SP:Iteration 13Q (52835.910000 sec): 3 clusters
  Score: Raw -1920967.377540 + Penalty 3264.239730 = -1917703.137810
  nChanged 284
		SP:Iteration 14Q (52836.190000 sec): 3 clusters
  Score: Raw -1921091.161658 + Penalty 3264.239730 = -1917826.921928
  nChanged 252
		SP:Iteration 15Q (52836.470000 sec): 3 clusters
  Score: Raw -1921194.808091 + Penalty 3264.239730 = -1917930.568361
  nChanged 210
		SP:Iteration 16Q (52836.750000 sec): 3 clusters
  Score: Raw -1921266.874728 + Penalty 3264.239730 = -1918002.634998
  nChanged 157
		SP:Iteration 17Q (52837.000000 sec): 3 clusters
  Score: Raw -1921309.739901 + Penalty 3264.239730 = -1918045.500171
  nChanged 117
		SP:Iteration 18Q (52837.280000 sec): 3 clusters
  Score: Raw -1921337.379210 + Penalty 3264.239730 = -1918073.139481
  nChanged 97
		SP:Iteration 19Q (52837.550000 sec): 3 clusters
  Score: Raw -1921353.724738 + Penalty 3264.239730 = -1918089.485009
  nChanged 85
		SP:Iteration 20F (52837.840000 sec): 3 clusters
  Score: Raw -1921368.831046 + Penalty 3264.239730 = -1918104.591316
  nChanged 68
		SP:Iteration 21Q (52838.120000 sec): 3 clusters
  Score: Raw -1921381.618732 + Penalty 3264.239730 = -1918117.379002
  nChanged 50
		SP:Iteration 22Q (52838.390000 sec): 3 clusters
  Score: Raw -1921390.977702 + Penalty 3264.239730 = -1918126.737973
  nChanged 51
		SP:Iteration 23Q (52838.670000 sec): 3 clusters
  Score: Raw -1921402.309911 + Penalty 3264.239730 = -1918138.070181
  nChanged 57
		SP:Iteration 24Q (52838.940000 sec): 3 clusters
  Score: Raw -1921415.153080 + Penalty 3264.239730 = -1918150.913351
  nChanged 53
		SP:Iteration 25Q (52839.220000 sec): 3 clusters
  Score: Raw -1921423.312434 + Penalty 3264.239730 = -1918159.072705
  nChanged 56
		SP:Iteration 26Q (52839.500000 sec): 3 clusters
  Score: Raw -1921433.751272 + Penalty 3264.239730 = -1918169.511543
  nChanged 50
		SP:Iteration 27Q (52839.770000 sec): 3 clusters
  Score: Raw -1921444.560529 + Penalty 3264.239730 = -1918180.320799
  nChanged 50
		SP:Iteration 28Q (52840.040000 sec): 3 clusters
  Score: Raw -1921457.937170 + Penalty 3264.239730 = -1918193.697441
  nChanged 60
		SP:Iteration 29Q (52840.320000 sec): 3 clusters
  Score: Raw -1921468.918660 + Penalty 3264.239730 = -1918204.678930
  nChanged 47
		SP:Iteration 30Q (52840.580000 sec): 3 clusters
  Score: Raw -1921477.251339 + Penalty 3264.239730 = -1918213.011609
  nChanged 48
		SP:Iteration 31Q (52840.850000 sec): 3 clusters
  Score: Raw -1921484.027696 + Penalty 3264.239730 = -1918219.787967
  nChanged 40
		SP:Iteration 32Q (52841.130000 sec): 3 clusters
  Score: Raw -1921489.891793 + Penalty 3264.239730 = -1918225.652064
  nChanged 32
		SP:Iteration 33Q (52841.410000 sec): 3 clusters
  Score: Raw -1921494.901292 + Penalty 3264.239730 = -1918230.661563
  nChanged 31
		SP:Iteration 34Q (52841.680000 sec): 3 clusters
  Score: Raw -1921498.887122 + Penalty 3264.239730 = -1918234.647392
  nChanged 33
		SP:Iteration 35Q (52841.960000 sec): 3 clusters
  Score: Raw -1921501.847762 + Penalty 3264.239730 = -1918237.608033
  nChanged 20
		SP:Iteration 36Q (52842.230000 sec): 3 clusters
  Score: Raw -1921503.429533 + Penalty 3264.239730 = -1918239.189804
  nChanged 14
		SP:Iteration 37Q (52842.510000 sec): 3 clusters
  Score: Raw -1921504.323948 + Penalty 3264.239730 = -1918240.084218
  nChanged 7
		SP:Iteration 38Q (52842.750000 sec): 3 clusters
  Score: Raw -1921504.638175 + Penalty 3264.239730 = -1918240.398445
  nChanged 8
		SP:Iteration 39Q (52843.010000 sec): 3 clusters
  Score: Raw -1921505.002635 + Penalty 3264.239730 = -1918240.762906
  nChanged 3
		SP:Iteration 40F (52843.270000 sec): 3 clusters
  Score: Raw -1921505.131729 + Penalty 3264.239730 = -1918240.891999
  nChanged 3
		SP:Iteration 41Q (52843.560000 sec): 3 clusters
  Score: Raw -1921505.259594 + Penalty 3264.239730 = -1918241.019864
  nChanged 1
		SP:Iteration 42Q (52843.820000 sec): 3 clusters
  Score: Raw -1921505.303389 + Penalty 3264.239730 = -1918241.063660
  nChanged 0
		SP:Iteration 43F (52844.120000 sec): 3 clusters
  Score: Raw -1921505.303389 + Penalty 3264.239730 = -1918241.063660
  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 5.70 GB.

 Trying to split cluster 28 (11245 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (52844.250000 sec): 2 clusters
  Score: Raw -909138.922714 + Penalty 1515.747815 = -907623.174898
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (52844.420000 sec): 3 clusters
  Score: Raw -902732.881626 + Penalty 3031.495631 = -899701.385995
  nChanged 4965
		SP:Iteration 1F (52844.580000 sec): 3 clusters
  Score: Raw -907018.387888 + Penalty 3031.495631 = -903986.892257
  nChanged 1481
		SP:Iteration 2F (52844.750000 sec): 3 clusters
  Score: Raw -909153.460106 + Penalty 3031.495631 = -906121.964475
  nChanged 1263
		SP:Iteration 3F (52844.920000 sec): 3 clusters
  Score: Raw -910920.564696 + Penalty 3031.495631 = -907889.069065
  nChanged 864
		SP:Iteration 4F (52845.090000 sec): 3 clusters
  Score: Raw -911969.397431 + Penalty 3031.495631 = -908937.901800
  nChanged 573
		SP:Iteration 5F (52845.250000 sec): 3 clusters
  Score: Raw -912468.383186 + Penalty 3031.495631 = -909436.887555
  nChanged 365
		SP:Iteration 6Q (52845.430000 sec): 3 clusters
  Score: Raw -912729.968090 + Penalty 3031.495631 = -909698.472459
  nChanged 255
		SP:Iteration 7Q (52845.590000 sec): 3 clusters
  Score: Raw -912848.195131 + Penalty 3031.495631 = -909816.699500
  nChanged 163
		SP:Iteration 8Q (52845.760000 sec): 3 clusters
  Score: Raw -912904.222303 + Penalty 3031.495631 = -909872.726672
  nChanged 94
		SP:Iteration 9Q (52845.930000 sec): 3 clusters
  Score: Raw -912927.658545 + Penalty 3031.495631 = -909896.162914
  nChanged 82
		SP:Iteration 10Q (52846.100000 sec): 3 clusters
  Score: Raw -912944.459216 + Penalty 3031.495631 = -909912.963585
  nChanged 56
		SP:Iteration 11Q (52846.300000 sec): 3 clusters
  Score: Raw -912958.170676 + Penalty 3031.495631 = -909926.675045
  nChanged 51
		SP:Iteration 12Q (52846.460000 sec): 3 clusters
  Score: Raw -912971.510166 + Penalty 3031.495631 = -909940.014535
  nChanged 60
		SP:Iteration 13Q (52846.640000 sec): 3 clusters
  Score: Raw -912991.719320 + Penalty 3031.495631 = -909960.223689
  nChanged 71
		SP:Iteration 14Q (52846.800000 sec): 3 clusters
  Score: Raw -913015.765026 + Penalty 3031.495631 = -909984.269395
  nChanged 78
		SP:Iteration 15Q (52846.970000 sec): 3 clusters
  Score: Raw -913046.608998 + Penalty 3031.495631 = -910015.113367
  nChanged 66
		SP:Iteration 16Q (52847.140000 sec): 3 clusters
  Score: Raw -913070.778300 + Penalty 3031.495631 = -910039.282669
  nChanged 69
		SP:Iteration 17Q (52847.330000 sec): 3 clusters
  Score: Raw -913107.297618 + Penalty 3031.495631 = -910075.801987
  nChanged 76
		SP:Iteration 18Q (52847.490000 sec): 3 clusters
  Score: Raw -913148.568448 + Penalty 3031.495631 = -910117.072817
  nChanged 78
		SP:Iteration 19Q (52847.680000 sec): 3 clusters
  Score: Raw -913179.248823 + Penalty 3031.495631 = -910147.753192
  nChanged 49
		SP:Iteration 20F (52847.840000 sec): 3 clusters
  Score: Raw -913197.631582 + Penalty 3031.495631 = -910166.135951
  nChanged 43
		SP:Iteration 21Q (52848.030000 sec): 3 clusters
  Score: Raw -913210.688366 + Penalty 3031.495631 = -910179.192735
  nChanged 33
		SP:Iteration 22Q (52848.200000 sec): 3 clusters
  Score: Raw -913217.908972 + Penalty 3031.495631 = -910186.413341
  nChanged 32
		SP:Iteration 23Q (52848.370000 sec): 3 clusters
  Score: Raw -913222.880171 + Penalty 3031.495631 = -910191.384541
  nChanged 22
		SP:Iteration 24Q (52848.540000 sec): 3 clusters
  Score: Raw -913227.685677 + Penalty 3031.495631 = -910196.190046
  nChanged 23
		SP:Iteration 25Q (52848.730000 sec): 3 clusters
  Score: Raw -913231.906709 + Penalty 3031.495631 = -910200.411078
  nChanged 11
		SP:Iteration 26Q (52848.900000 sec): 3 clusters
  Score: Raw -913233.935405 + Penalty 3031.495631 = -910202.439774
  nChanged 13
		SP:Iteration 27Q (52849.060000 sec): 3 clusters
  Score: Raw -913235.592560 + Penalty 3031.495631 = -910204.096929
  nChanged 8
		SP:Iteration 28Q (52849.230000 sec): 3 clusters
  Score: Raw -913236.682670 + Penalty 3031.495631 = -910205.187039
  nChanged 13
		SP:Iteration 29Q (52849.430000 sec): 3 clusters
  Score: Raw -913238.713793 + Penalty 3031.495631 = -910207.218162
  nChanged 14
		SP:Iteration 30Q (52849.590000 sec): 3 clusters
  Score: Raw -913240.465693 + Penalty 3031.495631 = -910208.970062
  nChanged 7
		SP:Iteration 31Q (52849.760000 sec): 3 clusters
  Score: Raw -913242.449992 + Penalty 3031.495631 = -910210.954361
  nChanged 6
		SP:Iteration 32Q (52849.930000 sec): 3 clusters
  Score: Raw -913243.744851 + Penalty 3031.495631 = -910212.249220
  nChanged 10
		SP:Iteration 33Q (52850.120000 sec): 3 clusters
  Score: Raw -913244.979730 + Penalty 3031.495631 = -910213.484099
  nChanged 8
		SP:Iteration 34Q (52850.290000 sec): 3 clusters
  Score: Raw -913246.299469 + Penalty 3031.495631 = -910214.803838
  nChanged 9
		SP:Iteration 35Q (52850.450000 sec): 3 clusters
  Score: Raw -913247.399429 + Penalty 3031.495631 = -910215.903798
  nChanged 5
		SP:Iteration 36Q (52850.630000 sec): 3 clusters
  Score: Raw -913248.107476 + Penalty 3031.495631 = -910216.611845
  nChanged 2
		SP:Iteration 37Q (52850.820000 sec): 3 clusters
  Score: Raw -913248.324215 + Penalty 3031.495631 = -910216.828584
  nChanged 2
		SP:Iteration 38Q (52850.980000 sec): 3 clusters
  Score: Raw -913248.454752 + Penalty 3031.495631 = -910216.959122
  nChanged 0
		SP:Iteration 39F (52851.150000 sec): 3 clusters
  Score: Raw -913248.454752 + Penalty 3031.495631 = -910216.959122
  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 5.70 GB.

 Trying to split cluster 29 (61683 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (52851.610000 sec): 2 clusters
  Score: Raw -5552090.575732 + Penalty 1792.336592 = -5550298.239139
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (52852.270000 sec): 3 clusters
  Score: Raw -5512546.356710 + Penalty 3584.673185 = -5508961.683526
  nChanged 29192
		SP:Iteration 1F (52852.860000 sec): 3 clusters
  Score: Raw -5529646.179946 + Penalty 3584.673185 = -5526061.506762
  nChanged 2946
		SP:Iteration 2Q (52853.550000 sec): 3 clusters
  Score: Raw -5530988.251917 + Penalty 3584.673185 = -5527403.578732
  nChanged 3645
		SP:Iteration 3F (52854.200000 sec): 3 clusters
  Score: Raw -5533425.966874 + Penalty 3584.673185 = -5529841.293689
  nChanged 4452
		SP:Iteration 4F (52854.840000 sec): 3 clusters
  Score: Raw -5537403.919459 + Penalty 3584.673185 = -5533819.246274
  nChanged 4735
		SP:Iteration 5F (52855.490000 sec): 3 clusters
  Score: Raw -5542515.313405 + Penalty 3584.673185 = -5538930.640220
  nChanged 4200
		SP:Iteration 6F (52856.130000 sec): 3 clusters
  Score: Raw -5546707.636152 + Penalty 3584.673185 = -5543122.962967
  nChanged 3295
		SP:Iteration 7F (52856.770000 sec): 3 clusters
  Score: Raw -5549010.493284 + Penalty 3584.673185 = -5545425.820099
  nChanged 2433
		SP:Iteration 8Q (52857.400000 sec): 3 clusters
  Score: Raw -5550252.237403 + Penalty 3584.673185 = -5546667.564219
  nChanged 1758
		SP:Iteration 9Q (52858.050000 sec): 3 clusters
  Score: Raw -5550928.391150 + Penalty 3584.673185 = -5547343.717965
  nChanged 1208
		SP:Iteration 10Q (52858.690000 sec): 3 clusters
  Score: Raw -5551332.269917 + Penalty 3584.673185 = -5547747.596732
  nChanged 938
		SP:Iteration 11Q (52859.330000 sec): 3 clusters
  Score: Raw -5551648.968036 + Penalty 3584.673185 = -5548064.294851
  nChanged 853
		SP:Iteration 12Q (52859.980000 sec): 3 clusters
  Score: Raw -5551936.932083 + Penalty 3584.673185 = -5548352.258898
  nChanged 804
		SP:Iteration 13Q (52860.620000 sec): 3 clusters
  Score: Raw -5552191.561931 + Penalty 3584.673185 = -5548606.888746
  nChanged 780
		SP:Iteration 14Q (52861.260000 sec): 3 clusters
  Score: Raw -5552441.439329 + Penalty 3584.673185 = -5548856.766144
  nChanged 736
		SP:Iteration 15Q (52861.930000 sec): 3 clusters
  Score: Raw -5552657.744096 + Penalty 3584.673185 = -5549073.070911
  nChanged 693
		SP:Iteration 16Q (52862.570000 sec): 3 clusters
  Score: Raw -5552835.591242 + Penalty 3584.673185 = -5549250.918058
  nChanged 604
		SP:Iteration 17Q (52863.230000 sec): 3 clusters
  Score: Raw -5552975.065514 + Penalty 3584.673185 = -5549390.392330
  nChanged 559
		SP:Iteration 18Q (52863.870000 sec): 3 clusters
  Score: Raw -5553085.663043 + Penalty 3584.673185 = -5549500.989858
  nChanged 488
		SP:Iteration 19Q (52864.510000 sec): 3 clusters
  Score: Raw -5553181.880636 + Penalty 3584.673185 = -5549597.207451
  nChanged 441
		SP:Iteration 20F (52865.200000 sec): 3 clusters
  Score: Raw -5553254.505994 + Penalty 3584.673185 = -5549669.832809
  nChanged 368
		SP:Iteration 21Q (52865.840000 sec): 3 clusters
  Score: Raw -5553320.347778 + Penalty 3584.673185 = -5549735.674593
  nChanged 367
		SP:Iteration 22Q (52866.490000 sec): 3 clusters
  Score: Raw -5553391.480719 + Penalty 3584.673185 = -5549806.807534
  nChanged 395
		SP:Iteration 23Q (52867.130000 sec): 3 clusters
  Score: Raw -5553461.029328 + Penalty 3584.673185 = -5549876.356143
  nChanged 385
		SP:Iteration 24Q (52867.770000 sec): 3 clusters
  Score: Raw -5553528.795053 + Penalty 3584.673185 = -5549944.121868
  nChanged 395
		SP:Iteration 25Q (52868.410000 sec): 3 clusters
  Score: Raw -5553595.550905 + Penalty 3584.673185 = -5550010.877721
  nChanged 398
		SP:Iteration 26Q (52869.080000 sec): 3 clusters
  Score: Raw -5553663.199740 + Penalty 3584.673185 = -5550078.526556
  nChanged 416
		SP:Iteration 27Q (52869.720000 sec): 3 clusters
  Score: Raw -5553735.789375 + Penalty 3584.673185 = -5550151.116190
  nChanged 410
		SP:Iteration 28Q (52870.360000 sec): 3 clusters
  Score: Raw -5553805.813656 + Penalty 3584.673185 = -5550221.140471
  nChanged 386
		SP:Iteration 29Q (52871.020000 sec): 3 clusters
  Score: Raw -5553872.790349 + Penalty 3584.673185 = -5550288.117164
  nChanged 390
		SP:Iteration 30Q (52871.660000 sec): 3 clusters
  Score: Raw -5553941.692205 + Penalty 3584.673185 = -5550357.019020
  nChanged 403
		SP:Iteration 31Q (52872.320000 sec): 3 clusters
  Score: Raw -5554010.016139 + Penalty 3584.673185 = -5550425.342954
  nChanged 415
		SP:Iteration 32Q (52872.980000 sec): 3 clusters
  Score: Raw -5554076.211845 + Penalty 3584.673185 = -5550491.538660
  nChanged 443
		SP:Iteration 33Q (52873.610000 sec): 3 clusters
  Score: Raw -5554141.803622 + Penalty 3584.673185 = -5550557.130438
  nChanged 420
		SP:Iteration 34Q (52874.270000 sec): 3 clusters
  Score: Raw -5554203.139798 + Penalty 3584.673185 = -5550618.466613
  nChanged 427
		SP:Iteration 35Q (52874.930000 sec): 3 clusters
  Score: Raw -5554265.056721 + Penalty 3584.673185 = -5550680.383536
  nChanged 426
		SP:Iteration 36Q (52875.580000 sec): 3 clusters
  Score: Raw -5554330.073947 + Penalty 3584.673185 = -5550745.400763
  nChanged 412
		SP:Iteration 37Q (52876.210000 sec): 3 clusters
  Score: Raw -5554388.501267 + Penalty 3584.673185 = -5550803.828082
  nChanged 402
		SP:Iteration 38Q (52876.870000 sec): 3 clusters
  Score: Raw -5554450.626643 + Penalty 3584.673185 = -5550865.953458
  nChanged 402
		SP:Iteration 39Q (52877.520000 sec): 3 clusters
  Score: Raw -5554510.965248 + Penalty 3584.673185 = -5550926.292064
  nChanged 400
		SP:Iteration 40F (52878.210000 sec): 3 clusters
  Score: Raw -5554570.602595 + Penalty 3584.673185 = -5550985.929410
  nChanged 424
		SP:Iteration 41Q (52878.840000 sec): 3 clusters
  Score: Raw -5554632.641462 + Penalty 3584.673185 = -5551047.968277
  nChanged 417
		SP:Iteration 42Q (52879.480000 sec): 3 clusters
  Score: Raw -5554695.653060 + Penalty 3584.673185 = -5551110.979875
  nChanged 430
		SP:Iteration 43Q (52880.130000 sec): 3 clusters
  Score: Raw -5554762.857288 + Penalty 3584.673185 = -5551178.184104
  nChanged 442
		SP:Iteration 44Q (52880.770000 sec): 3 clusters
  Score: Raw -5554826.492113 + Penalty 3584.673185 = -5551241.818928
  nChanged 380
		SP:Iteration 45Q (52881.410000 sec): 3 clusters
  Score: Raw -5554886.427829 + Penalty 3584.673185 = -5551301.754644
  nChanged 408
		SP:Iteration 46Q (52882.070000 sec): 3 clusters
  Score: Raw -5554952.212588 + Penalty 3584.673185 = -5551367.539403
  nChanged 402
		SP:Iteration 47Q (52882.710000 sec): 3 clusters
  Score: Raw -5555020.736977 + Penalty 3584.673185 = -5551436.063792
  nChanged 418
		SP:Iteration 48Q (52883.370000 sec): 3 clusters
  Score: Raw -5555098.351651 + Penalty 3584.673185 = -5551513.678466
  nChanged 435
		SP:Iteration 49Q (52884.030000 sec): 3 clusters
  Score: Raw -5555186.974843 + Penalty 3584.673185 = -5551602.301659
  nChanged 444
		SP:Iteration 50Q (52884.670000 sec): 3 clusters
  Score: Raw -5555282.238945 + Penalty 3584.673185 = -5551697.565761
  nChanged 481
		SP:Iteration 51Q (52885.310000 sec): 3 clusters
  Score: Raw -5555400.684968 + Penalty 3584.673185 = -5551816.011784
  nChanged 561
		SP:Iteration 52Q (52885.970000 sec): 3 clusters
  Score: Raw -5555565.573752 + Penalty 3584.673185 = -5551980.900567
  nChanged 638
		SP:Iteration 53Q (52886.620000 sec): 3 clusters
  Score: Raw -5555803.796327 + Penalty 3584.673185 = -5552219.123142
  nChanged 770
		SP:Iteration 54Q (52887.280000 sec): 3 clusters
  Score: Raw -5556146.647345 + Penalty 3584.673185 = -5552561.974161
  nChanged 843
		SP:Iteration 55Q (52887.930000 sec): 3 clusters
  Score: Raw -5556607.555992 + Penalty 3584.673185 = -5553022.882808
  nChanged 1002
		SP:Iteration 56Q (52888.580000 sec): 3 clusters
  Score: Raw -5557317.479325 + Penalty 3584.673185 = -5553732.806140
  nChanged 1120
		SP:Iteration 57Q (52889.230000 sec): 3 clusters
  Score: Raw -5558197.523821 + Penalty 3584.673185 = -5554612.850636
  nChanged 1086
		SP:Iteration 58Q (52889.880000 sec): 3 clusters
  Score: Raw -5558985.572827 + Penalty 3584.673185 = -5555400.899643
  nChanged 924
		SP:Iteration 59Q (52890.520000 sec): 3 clusters
  Score: Raw -5559502.445908 + Penalty 3584.673185 = -5555917.772724
  nChanged 749
		SP:Iteration 60F (52891.200000 sec): 3 clusters
  Score: Raw -5559862.240068 + Penalty 3584.673185 = -5556277.566884
  nChanged 635
		SP:Iteration 61Q (52891.840000 sec): 3 clusters
  Score: Raw -5560141.981308 + Penalty 3584.673185 = -5556557.308124
  nChanged 562
		SP:Iteration 62Q (52892.470000 sec): 3 clusters
  Score: Raw -5560376.804744 + Penalty 3584.673185 = -5556792.131559
  nChanged 499
		SP:Iteration 63Q (52893.060000 sec): 3 clusters
  Score: Raw -5560574.032339 + Penalty 3584.673185 = -5556989.359155
  nChanged 445
		SP:Iteration 64Q (52893.660000 sec): 3 clusters
  Score: Raw -5560724.015946 + Penalty 3584.673185 = -5557139.342761
  nChanged 384
		SP:Iteration 65Q (52894.300000 sec): 3 clusters
  Score: Raw -5560830.424050 + Penalty 3584.673185 = -5557245.750865
  nChanged 324
		SP:Iteration 66Q (52894.930000 sec): 3 clusters
  Score: Raw -5560903.365764 + Penalty 3584.673185 = -5557318.692579
  nChanged 261
		SP:Iteration 67Q (52895.510000 sec): 3 clusters
  Score: Raw -5560954.013322 + Penalty 3584.673185 = -5557369.340138
  nChanged 210
		SP:Iteration 68Q (52896.120000 sec): 3 clusters
  Score: Raw -5560988.782669 + Penalty 3584.673185 = -5557404.109484
  nChanged 175
		SP:Iteration 69Q (52896.830000 sec): 3 clusters
  Score: Raw -5561013.152605 + Penalty 3584.673185 = -5557428.479421
  nChanged 150
		SP:Iteration 70Q (52897.430000 sec): 3 clusters
  Score: Raw -5561033.697822 + Penalty 3584.673185 = -5557449.024637
  nChanged 148
		SP:Iteration 71Q (52898.040000 sec): 3 clusters
  Score: Raw -5561050.526016 + Penalty 3584.673185 = -5557465.852831
  nChanged 114
		SP:Iteration 72Q (52898.620000 sec): 3 clusters
  Score: Raw -5561060.584652 + Penalty 3584.673185 = -5557475.911468
  nChanged 95
		SP:Iteration 73Q (52899.240000 sec): 3 clusters
  Score: Raw -5561067.564812 + Penalty 3584.673185 = -5557482.891627
  nChanged 78
		SP:Iteration 74Q (52899.870000 sec): 3 clusters
  Score: Raw -5561072.941004 + Penalty 3584.673185 = -5557488.267820
  nChanged 57
		SP:Iteration 75Q (52900.440000 sec): 3 clusters
  Score: Raw -5561076.170616 + Penalty 3584.673185 = -5557491.497432
  nChanged 43
		SP:Iteration 76Q (52901.070000 sec): 3 clusters
  Score: Raw -5561078.164691 + Penalty 3584.673185 = -5557493.491506
  nChanged 33
		SP:Iteration 77Q (52901.690000 sec): 3 clusters
  Score: Raw -5561079.603408 + Penalty 3584.673185 = -5557494.930224
  nChanged 29
		SP:Iteration 78Q (52902.260000 sec): 3 clusters
  Score: Raw -5561080.747559 + Penalty 3584.673185 = -5557496.074374
  nChanged 24
		SP:Iteration 79Q (52902.880000 sec): 3 clusters
  Score: Raw -5561081.504762 + Penalty 3584.673185 = -5557496.831577
  nChanged 18
		SP:Iteration 80F (52903.580000 sec): 3 clusters
  Score: Raw -5561082.374382 + Penalty 3584.673185 = -5557497.701198
  nChanged 22
		SP:Iteration 81Q (52904.210000 sec): 3 clusters
  Score: Raw -5561083.204039 + Penalty 3584.673185 = -5557498.530854
  nChanged 22
		SP:Iteration 82Q (52904.840000 sec): 3 clusters
  Score: Raw -5561083.945486 + Penalty 3584.673185 = -5557499.272301
  nChanged 16
		SP:Iteration 83Q (52905.420000 sec): 3 clusters
  Score: Raw -5561084.479380 + Penalty 3584.673185 = -5557499.806195
  nChanged 10
		SP:Iteration 84Q (52906.040000 sec): 3 clusters
  Score: Raw -5561084.835226 + Penalty 3584.673185 = -5557500.162041
  nChanged 7
		SP:Iteration 85Q (52906.670000 sec): 3 clusters
  Score: Raw -5561085.064662 + Penalty 3584.673185 = -5557500.391478
  nChanged 5
		SP:Iteration 86Q (52907.250000 sec): 3 clusters
  Score: Raw -5561085.167062 + Penalty 3584.673185 = -5557500.493877
  nChanged 2
		SP:Iteration 87Q (52907.850000 sec): 3 clusters
  Score: Raw -5561085.181306 + Penalty 3584.673185 = -5557500.508122
  nChanged 0
		SP:Iteration 88F (52908.500000 sec): 3 clusters
  Score: Raw -5561085.181306 + Penalty 3584.673185 = -5557500.508122
  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 5.70 GB.

 Trying to split cluster 30 (3974 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (52908.560000 sec): 2 clusters
  Score: Raw -275898.964468 + Penalty 1346.723369 = -274552.241100
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (52908.660000 sec): 3 clusters
  Score: Raw -274075.020351 + Penalty 2693.446738 = -271381.573614
  nChanged 1621
		SP:Iteration 1F (52908.740000 sec): 3 clusters
  Score: Raw -276042.169679 + Penalty 2693.446738 = -273348.722941
  nChanged 569
		SP:Iteration 2F (52908.810000 sec): 3 clusters
  Score: Raw -277014.419724 + Penalty 2693.446738 = -274320.972986
  nChanged 364
		SP:Iteration 3F (52908.880000 sec): 3 clusters
  Score: Raw -277529.921208 + Penalty 2693.446738 = -274836.474470
  nChanged 218
		SP:Iteration 4F (52908.960000 sec): 3 clusters
  Score: Raw -277817.649392 + Penalty 2693.446738 = -275124.202655
  nChanged 167
		SP:Iteration 5Q (52909.030000 sec): 3 clusters
  Score: Raw -278014.404408 + Penalty 2693.446738 = -275320.957671
  nChanged 116
		SP:Iteration 6Q (52909.100000 sec): 3 clusters
  Score: Raw -278167.185452 + Penalty 2693.446738 = -275473.738715
  nChanged 109
		SP:Iteration 7Q (52909.180000 sec): 3 clusters
  Score: Raw -278297.416943 + Penalty 2693.446738 = -275603.970206
  nChanged 99
		SP:Iteration 8Q (52909.250000 sec): 3 clusters
  Score: Raw -278392.618585 + Penalty 2693.446738 = -275699.171848
  nChanged 85
		SP:Iteration 9Q (52909.320000 sec): 3 clusters
  Score: Raw -278503.703992 + Penalty 2693.446738 = -275810.257255
  nChanged 88
		SP:Iteration 10Q (52909.390000 sec): 3 clusters
  Score: Raw -278594.005714 + Penalty 2693.446738 = -275900.558977
  nChanged 75
		SP:Iteration 11Q (52909.460000 sec): 3 clusters
  Score: Raw -278660.880928 + Penalty 2693.446738 = -275967.434190
  nChanged 77
		SP:Iteration 12Q (52909.530000 sec): 3 clusters
  Score: Raw -278723.664098 + Penalty 2693.446738 = -276030.217361
  nChanged 70
		SP:Iteration 13Q (52909.600000 sec): 3 clusters
  Score: Raw -278784.421367 + Penalty 2693.446738 = -276090.974630
  nChanged 63
		SP:Iteration 14Q (52909.670000 sec): 3 clusters
  Score: Raw -278854.890832 + Penalty 2693.446738 = -276161.444094
  nChanged 72
		SP:Iteration 15Q (52909.740000 sec): 3 clusters
  Score: Raw -278957.931958 + Penalty 2693.446738 = -276264.485221
  nChanged 67
		SP:Iteration 16Q (52909.820000 sec): 3 clusters
  Score: Raw -279055.090076 + Penalty 2693.446738 = -276361.643338
  nChanged 61
		SP:Iteration 17Q (52909.880000 sec): 3 clusters
  Score: Raw -279173.377502 + Penalty 2693.446738 = -276479.930764
  nChanged 65
		SP:Iteration 18Q (52909.960000 sec): 3 clusters
  Score: Raw -279315.252019 + Penalty 2693.446738 = -276621.805282
  nChanged 67
		SP:Iteration 19Q (52910.020000 sec): 3 clusters
  Score: Raw -279440.285790 + Penalty 2693.446738 = -276746.839053
  nChanged 58
		SP:Iteration 20F (52910.100000 sec): 3 clusters
  Score: Raw -279523.203763 + Penalty 2693.446738 = -276829.757026
  nChanged 38
		SP:Iteration 21Q (52910.160000 sec): 3 clusters
  Score: Raw -279575.024916 + Penalty 2693.446738 = -276881.578179
  nChanged 32
		SP:Iteration 22Q (52910.240000 sec): 3 clusters
  Score: Raw -279608.408307 + Penalty 2693.446738 = -276914.961569
  nChanged 20
		SP:Iteration 23Q (52910.300000 sec): 3 clusters
  Score: Raw -279625.558515 + Penalty 2693.446738 = -276932.111778
  nChanged 15
		SP:Iteration 24Q (52910.370000 sec): 3 clusters
  Score: Raw -279634.103717 + Penalty 2693.446738 = -276940.656980
  nChanged 11
		SP:Iteration 25Q (52910.440000 sec): 3 clusters
  Score: Raw -279642.043508 + Penalty 2693.446738 = -276948.596770
  nChanged 9
		SP:Iteration 26Q (52910.510000 sec): 3 clusters
  Score: Raw -279646.259076 + Penalty 2693.446738 = -276952.812338
  nChanged 10
		SP:Iteration 27Q (52910.580000 sec): 3 clusters
  Score: Raw -279652.330755 + Penalty 2693.446738 = -276958.884018
  nChanged 6
		SP:Iteration 28Q (52910.650000 sec): 3 clusters
  Score: Raw -279660.712174 + Penalty 2693.446738 = -276967.265436
  nChanged 16
		SP:Iteration 29Q (52910.720000 sec): 3 clusters
  Score: Raw -279673.190134 + Penalty 2693.446738 = -276979.743397
  nChanged 19
		SP:Iteration 30Q (52910.790000 sec): 3 clusters
  Score: Raw -279688.451424 + Penalty 2693.446738 = -276995.004686
  nChanged 15
		SP:Iteration 31Q (52910.860000 sec): 3 clusters
  Score: Raw -279714.740452 + Penalty 2693.446738 = -277021.293714
  nChanged 23
		SP:Iteration 32Q (52910.920000 sec): 3 clusters
  Score: Raw -279759.861707 + Penalty 2693.446738 = -277066.414969
  nChanged 27
		SP:Iteration 33Q (52910.990000 sec): 3 clusters
  Score: Raw -279792.666636 + Penalty 2693.446738 = -277099.219898
  nChanged 27
		SP:Iteration 34Q (52911.060000 sec): 3 clusters
  Score: Raw -279824.246953 + Penalty 2693.446738 = -277130.800216
  nChanged 21
		SP:Iteration 35Q (52911.130000 sec): 3 clusters
  Score: Raw -279858.037598 + Penalty 2693.446738 = -277164.590860
  nChanged 19
		SP:Iteration 36Q (52911.200000 sec): 3 clusters
  Score: Raw -279914.929526 + Penalty 2693.446738 = -277221.482788
  nChanged 21
		SP:Iteration 37Q (52911.270000 sec): 3 clusters
  Score: Raw -279975.040271 + Penalty 2693.446738 = -277281.593534
  nChanged 18
		SP:Iteration 38Q (52911.340000 sec): 3 clusters
  Score: Raw -280042.659178 + Penalty 2693.446738 = -277349.212440
  nChanged 21
		SP:Iteration 39Q (52911.400000 sec): 3 clusters
  Score: Raw -280089.009772 + Penalty 2693.446738 = -277395.563035
  nChanged 21
		SP:Iteration 40F (52911.480000 sec): 3 clusters
  Score: Raw -280154.826768 + Penalty 2693.446738 = -277461.380030
  nChanged 25
		SP:Iteration 41Q (52911.550000 sec): 3 clusters
  Score: Raw -280262.444546 + Penalty 2693.446738 = -277568.997808
  nChanged 25
		SP:Iteration 42Q (52911.620000 sec): 3 clusters
  Score: Raw -280370.163853 + Penalty 2693.446738 = -277676.717116
  nChanged 20
		SP:Iteration 43Q (52911.680000 sec): 3 clusters
  Score: Raw -280409.587350 + Penalty 2693.446738 = -277716.140612
  nChanged 11
		SP:Iteration 44Q (52911.750000 sec): 3 clusters
  Score: Raw -280427.362405 + Penalty 2693.446738 = -277733.915667
  nChanged 7
		SP:Iteration 45Q (52911.820000 sec): 3 clusters
  Score: Raw -280443.048566 + Penalty 2693.446738 = -277749.601828
  nChanged 4
		SP:Iteration 46Q (52911.890000 sec): 3 clusters
  Score: Raw -280449.265902 + Penalty 2693.446738 = -277755.819164
  nChanged 4
		SP:Iteration 47Q (52911.960000 sec): 3 clusters
  Score: Raw -280451.250721 + Penalty 2693.446738 = -277757.803983
  nChanged 1
		SP:Iteration 48Q (52912.020000 sec): 3 clusters
  Score: Raw -280451.380704 + Penalty 2693.446738 = -277757.933966
  nChanged 0
		SP:Iteration 49F (52912.100000 sec): 3 clusters
  Score: Raw -280451.380704 + Penalty 2693.446738 = -277757.933966
  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 5.70 GB.

 Trying to split cluster 31 (2272 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (52912.170000 sec): 2 clusters
  Score: Raw -188596.230598 + Penalty 1255.867564 = -187340.363033
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (52912.210000 sec): 3 clusters
  Score: Raw -187848.583013 + Penalty 2511.735128 = -185336.847884
  nChanged 843
		SP:Iteration 1F (52912.260000 sec): 3 clusters
  Score: Raw -188843.281872 + Penalty 2511.735128 = -186331.546744
  nChanged 274
		SP:Iteration 2F (52912.300000 sec): 3 clusters
  Score: Raw -189323.093704 + Penalty 2511.735128 = -186811.358576
  nChanged 229
		SP:Iteration 3F (52912.350000 sec): 3 clusters
  Score: Raw -190026.037537 + Penalty 2511.735128 = -187514.302409
  nChanged 258
		SP:Iteration 4F (52912.390000 sec): 3 clusters
  Score: Raw -190792.258451 + Penalty 2511.735128 = -188280.523323
  nChanged 227
		SP:Iteration 5F (52912.430000 sec): 3 clusters
  Score: Raw -191659.080571 + Penalty 2511.735128 = -189147.345442
  nChanged 162
		SP:Iteration 6F (52912.470000 sec): 3 clusters
  Score: Raw -192116.919413 + Penalty 2511.735128 = -189605.184285
  nChanged 64
		SP:Iteration 7Q (52912.510000 sec): 3 clusters
  Score: Raw -192188.558403 + Penalty 2511.735128 = -189676.823274
  nChanged 17
		SP:Iteration 8Q (52912.550000 sec): 3 clusters
  Score: Raw -192204.733357 + Penalty 2511.735128 = -189692.998228
  nChanged 4
		SP:Iteration 9Q (52912.600000 sec): 3 clusters
  Score: Raw -192210.278467 + Penalty 2511.735128 = -189698.543339
  nChanged 1
		SP:Iteration 10Q (52912.640000 sec): 3 clusters
  Score: Raw -192210.760616 + Penalty 2511.735128 = -189699.025488
  nChanged 1
		SP:Iteration 11Q (52912.680000 sec): 3 clusters
  Score: Raw -192210.984559 + Penalty 2511.735128 = -189699.249430
  nChanged 0
		SP:Iteration 12F (52912.720000 sec): 3 clusters
  Score: Raw -192210.984559 + Penalty 2511.735128 = -189699.249430
  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 5.70 GB.

 Trying to split cluster 32 (9833 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (52912.840000 sec): 2 clusters
  Score: Raw -853711.652777 + Penalty 1493.943645 = -852217.709132
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (52913.020000 sec): 3 clusters
  Score: Raw -848269.322430 + Penalty 2987.887290 = -845281.435140
  nChanged 4258
		SP:Iteration 1F (52913.270000 sec): 3 clusters
  Score: Raw -851002.025982 + Penalty 2987.887290 = -848014.138692
  nChanged 787
		SP:Iteration 2F (52913.490000 sec): 3 clusters
  Score: Raw -851555.644406 + Penalty 2987.887290 = -848567.757116
  nChanged 740
		SP:Iteration 3F (52913.710000 sec): 3 clusters
  Score: Raw -852234.660786 + Penalty 2987.887290 = -849246.773495
  nChanged 800
		SP:Iteration 4F (52913.850000 sec): 3 clusters
  Score: Raw -852966.762970 + Penalty 2987.887290 = -849978.875679
  nChanged 799
		SP:Iteration 5F (52913.990000 sec): 3 clusters
  Score: Raw -853708.333209 + Penalty 2987.887290 = -850720.445919
  nChanged 707
		SP:Iteration 6F (52914.140000 sec): 3 clusters
  Score: Raw -854311.113812 + Penalty 2987.887290 = -851323.226521
  nChanged 502
		SP:Iteration 7F (52914.280000 sec): 3 clusters
  Score: Raw -854676.411240 + Penalty 2987.887290 = -851688.523950
  nChanged 372
		SP:Iteration 8Q (52914.430000 sec): 3 clusters
  Score: Raw -854915.625349 + Penalty 2987.887290 = -851927.738058
  nChanged 254
		SP:Iteration 9Q (52914.600000 sec): 3 clusters
  Score: Raw -855090.267208 + Penalty 2987.887290 = -852102.379918
  nChanged 220
		SP:Iteration 10Q (52914.750000 sec): 3 clusters
  Score: Raw -855237.048037 + Penalty 2987.887290 = -852249.160746
  nChanged 215
		SP:Iteration 11Q (52914.890000 sec): 3 clusters
  Score: Raw -855436.871307 + Penalty 2987.887290 = -852448.984016
  nChanged 246
		SP:Iteration 12Q (52915.060000 sec): 3 clusters
  Score: Raw -855742.106511 + Penalty 2987.887290 = -852754.219221
  nChanged 300
		SP:Iteration 13Q (52915.220000 sec): 3 clusters
  Score: Raw -856087.543854 + Penalty 2987.887290 = -853099.656563
  nChanged 349
		SP:Iteration 14Q (52915.350000 sec): 3 clusters
  Score: Raw -856465.435052 + Penalty 2987.887290 = -853477.547761
  nChanged 356
		SP:Iteration 15Q (52915.510000 sec): 3 clusters
  Score: Raw -856797.793871 + Penalty 2987.887290 = -853809.906581
  nChanged 339
		SP:Iteration 16Q (52915.660000 sec): 3 clusters
  Score: Raw -857078.283243 + Penalty 2987.887290 = -854090.395953
  nChanged 255
		SP:Iteration 17Q (52915.800000 sec): 3 clusters
  Score: Raw -857232.738797 + Penalty 2987.887290 = -854244.851507
  nChanged 176
		SP:Iteration 18Q (52915.950000 sec): 3 clusters
  Score: Raw -857332.029413 + Penalty 2987.887290 = -854344.142123
  nChanged 144
		SP:Iteration 19Q (52916.130000 sec): 3 clusters
  Score: Raw -857386.348280 + Penalty 2987.887290 = -854398.460989
  nChanged 110
		SP:Iteration 20F (52916.280000 sec): 3 clusters
  Score: Raw -857558.767594 + Penalty 2987.887290 = -854570.880303
  nChanged 130
		SP:Iteration 21Q (52916.420000 sec): 3 clusters
  Score: Raw -857632.133590 + Penalty 2987.887290 = -854644.246300
  nChanged 123
		SP:Iteration 22Q (52916.570000 sec): 3 clusters
  Score: Raw -857667.577089 + Penalty 2987.887290 = -854679.689799
  nChanged 84
		SP:Iteration 23Q (52916.720000 sec): 3 clusters
  Score: Raw -857685.974202 + Penalty 2987.887290 = -854698.086912
  nChanged 64
		SP:Iteration 24Q (52916.860000 sec): 3 clusters
  Score: Raw -857698.495089 + Penalty 2987.887290 = -854710.607799
  nChanged 41
		SP:Iteration 25Q (52917.010000 sec): 3 clusters
  Score: Raw -857705.872339 + Penalty 2987.887290 = -854717.985049
  nChanged 34
		SP:Iteration 26Q (52917.190000 sec): 3 clusters
  Score: Raw -857710.498389 + Penalty 2987.887290 = -854722.611099
  nChanged 23
		SP:Iteration 27Q (52917.340000 sec): 3 clusters
  Score: Raw -857713.613577 + Penalty 2987.887290 = -854725.726286
  nChanged 25
		SP:Iteration 28Q (52917.470000 sec): 3 clusters
  Score: Raw -857717.412773 + Penalty 2987.887290 = -854729.525483
  nChanged 26
		SP:Iteration 29Q (52917.630000 sec): 3 clusters
  Score: Raw -857721.072742 + Penalty 2987.887290 = -854733.185452
  nChanged 20
		SP:Iteration 30Q (52917.800000 sec): 3 clusters
  Score: Raw -857723.455027 + Penalty 2987.887290 = -854735.567737
  nChanged 11
		SP:Iteration 31Q (52917.950000 sec): 3 clusters
  Score: Raw -857724.658064 + Penalty 2987.887290 = -854736.770774
  nChanged 11
		SP:Iteration 32Q (52918.080000 sec): 3 clusters
  Score: Raw -857725.763064 + Penalty 2987.887290 = -854737.875774
  nChanged 11
		SP:Iteration 33Q (52918.240000 sec): 3 clusters
  Score: Raw -857726.864275 + Penalty 2987.887290 = -854738.976985
  nChanged 9
		SP:Iteration 34Q (52918.400000 sec): 3 clusters
  Score: Raw -857727.923035 + Penalty 2987.887290 = -854740.035745
  nChanged 10
		SP:Iteration 35Q (52918.540000 sec): 3 clusters
  Score: Raw -857729.298073 + Penalty 2987.887290 = -854741.410783
  nChanged 11
		SP:Iteration 36Q (52918.690000 sec): 3 clusters
  Score: Raw -857730.624357 + Penalty 2987.887290 = -854742.737067
  nChanged 12
		SP:Iteration 37Q (52918.860000 sec): 3 clusters
  Score: Raw -857731.984789 + Penalty 2987.887290 = -854744.097498
  nChanged 7
		SP:Iteration 38Q (52919.010000 sec): 3 clusters
  Score: Raw -857732.738219 + Penalty 2987.887290 = -854744.850929
  nChanged 7
		SP:Iteration 39Q (52919.140000 sec): 3 clusters
  Score: Raw -857733.657417 + Penalty 2987.887290 = -854745.770126
  nChanged 8
		SP:Iteration 40F (52919.290000 sec): 3 clusters
  Score: Raw -857734.718691 + Penalty 2987.887290 = -854746.831401
  nChanged 7
		SP:Iteration 41Q (52919.440000 sec): 3 clusters
  Score: Raw -857735.970901 + Penalty 2987.887290 = -854748.083610
  nChanged 11
		SP:Iteration 42Q (52919.590000 sec): 3 clusters
  Score: Raw -857738.189255 + Penalty 2987.887290 = -854750.301965
  nChanged 14
		SP:Iteration 43Q (52919.730000 sec): 3 clusters
  Score: Raw -857741.692785 + Penalty 2987.887290 = -854753.805495
  nChanged 18
		SP:Iteration 44Q (52919.870000 sec): 3 clusters
  Score: Raw -857747.391328 + Penalty 2987.887290 = -854759.504038
  nChanged 29
		SP:Iteration 45Q (52920.030000 sec): 3 clusters
  Score: Raw -857759.496619 + Penalty 2987.887290 = -854771.609328
  nChanged 39
		SP:Iteration 46Q (52920.170000 sec): 3 clusters
  Score: Raw -857782.142813 + Penalty 2987.887290 = -854794.255523
  nChanged 57
		SP:Iteration 47Q (52920.310000 sec): 3 clusters
  Score: Raw -857839.141379 + Penalty 2987.887290 = -854851.254088
  nChanged 109
		SP:Iteration 48Q (52920.490000 sec): 3 clusters
  Score: Raw -858040.812555 + Penalty 2987.887290 = -855052.925264
  nChanged 167
		SP:Iteration 49Q (52920.650000 sec): 3 clusters
  Score: Raw -858444.017475 + Penalty 2987.887290 = -855456.130184
  nChanged 144
		SP:Iteration 50Q (52920.780000 sec): 3 clusters
  Score: Raw -858584.025264 + Penalty 2987.887290 = -855596.137974
  nChanged 112
		SP:Iteration 51Q (52920.930000 sec): 3 clusters
  Score: Raw -858609.967189 + Penalty 2987.887290 = -855622.079898
  nChanged 51
		SP:Iteration 52Q (52921.100000 sec): 3 clusters
  Score: Raw -858617.202179 + Penalty 2987.887290 = -855629.314889
  nChanged 23
		SP:Iteration 53Q (52921.250000 sec): 3 clusters
  Score: Raw -858619.249169 + Penalty 2987.887290 = -855631.361879
  nChanged 6
		SP:Iteration 54Q (52921.370000 sec): 3 clusters
  Score: Raw -858619.799536 + Penalty 2987.887290 = -855631.912245
  nChanged 3
		SP:Iteration 55Q (52921.530000 sec): 3 clusters
  Score: Raw -858620.048752 + Penalty 2987.887290 = -855632.161461
  nChanged 0
		SP:Iteration 56F (52921.680000 sec): 3 clusters
  Score: Raw -858620.048752 + Penalty 2987.887290 = -855632.161461
  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 5.70 GB.

 Trying to split cluster 33 (21491 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (52921.890000 sec): 2 clusters
  Score: Raw -1704107.235761 + Penalty 1621.000797 = -1702486.234964
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (52922.210000 sec): 3 clusters
  Score: Raw -1691275.193406 + Penalty 3242.001595 = -1688033.191812
  nChanged 9619
		SP:Iteration 1F (52922.500000 sec): 3 clusters
  Score: Raw -1697732.069549 + Penalty 3242.001595 = -1694490.067955
  nChanged 1941
		SP:Iteration 2F (52922.780000 sec): 3 clusters
  Score: Raw -1699532.772101 + Penalty 3242.001595 = -1696290.770507
  nChanged 1925
		SP:Iteration 3F (52923.060000 sec): 3 clusters
  Score: Raw -1701298.228246 + Penalty 3242.001595 = -1698056.226652
  nChanged 1646
		SP:Iteration 4F (52923.350000 sec): 3 clusters
  Score: Raw -1702520.724895 + Penalty 3242.001595 = -1699278.723301
  nChanged 1288
		SP:Iteration 5F (52923.630000 sec): 3 clusters
  Score: Raw -1703288.156380 + Penalty 3242.001595 = -1700046.154785
  nChanged 996
		SP:Iteration 6Q (52923.920000 sec): 3 clusters
  Score: Raw -1703812.344262 + Penalty 3242.001595 = -1700570.342668
  nChanged 785
		SP:Iteration 7Q (52924.210000 sec): 3 clusters
  Score: Raw -1704208.385107 + Penalty 3242.001595 = -1700966.383512
  nChanged 651
		SP:Iteration 8Q (52924.490000 sec): 3 clusters
  Score: Raw -1704530.737188 + Penalty 3242.001595 = -1701288.735593
  nChanged 579
		SP:Iteration 9Q (52924.780000 sec): 3 clusters
  Score: Raw -1704826.063184 + Penalty 3242.001595 = -1701584.061589
  nChanged 544
		SP:Iteration 10Q (52925.070000 sec): 3 clusters
  Score: Raw -1705105.316779 + Penalty 3242.001595 = -1701863.315184
  nChanged 494
		SP:Iteration 11Q (52925.360000 sec): 3 clusters
  Score: Raw -1705294.893489 + Penalty 3242.001595 = -1702052.891894
  nChanged 388
		SP:Iteration 12Q (52925.640000 sec): 3 clusters
  Score: Raw -1705432.106617 + Penalty 3242.001595 = -1702190.105022
  nChanged 334
		SP:Iteration 13Q (52925.930000 sec): 3 clusters
  Score: Raw -1705527.529924 + Penalty 3242.001595 = -1702285.528329
  nChanged 295
		SP:Iteration 14Q (52926.210000 sec): 3 clusters
  Score: Raw -1705615.723630 + Penalty 3242.001595 = -1702373.722036
  nChanged 262
		SP:Iteration 15Q (52926.500000 sec): 3 clusters
  Score: Raw -1705696.638609 + Penalty 3242.001595 = -1702454.637014
  nChanged 247
		SP:Iteration 16Q (52926.790000 sec): 3 clusters
  Score: Raw -1705771.819650 + Penalty 3242.001595 = -1702529.818056
  nChanged 244
		SP:Iteration 17Q (52927.070000 sec): 3 clusters
  Score: Raw -1705843.275717 + Penalty 3242.001595 = -1702601.274123
  nChanged 250
		SP:Iteration 18Q (52927.350000 sec): 3 clusters
  Score: Raw -1705911.824955 + Penalty 3242.001595 = -1702669.823360
  nChanged 244
		SP:Iteration 19Q (52927.650000 sec): 3 clusters
  Score: Raw -1705970.265633 + Penalty 3242.001595 = -1702728.264038
  nChanged 213
		SP:Iteration 20F (52927.940000 sec): 3 clusters
  Score: Raw -1706015.604492 + Penalty 3242.001595 = -1702773.602898
  nChanged 177
		SP:Iteration 21Q (52928.230000 sec): 3 clusters
  Score: Raw -1706054.135460 + Penalty 3242.001595 = -1702812.133865
  nChanged 166
		SP:Iteration 22Q (52928.510000 sec): 3 clusters
  Score: Raw -1706096.445706 + Penalty 3242.001595 = -1702854.444111
  nChanged 174
		SP:Iteration 23Q (52928.800000 sec): 3 clusters
  Score: Raw -1706148.551379 + Penalty 3242.001595 = -1702906.549784
  nChanged 183
		SP:Iteration 24Q (52929.080000 sec): 3 clusters
  Score: Raw -1706200.462661 + Penalty 3242.001595 = -1702958.461067
  nChanged 175
		SP:Iteration 25Q (52929.370000 sec): 3 clusters
  Score: Raw -1706247.454732 + Penalty 3242.001595 = -1703005.453138
  nChanged 177
		SP:Iteration 26Q (52929.650000 sec): 3 clusters
  Score: Raw -1706296.512067 + Penalty 3242.001595 = -1703054.510472
  nChanged 182
		SP:Iteration 27Q (52929.910000 sec): 3 clusters
  Score: Raw -1706347.224570 + Penalty 3242.001595 = -1703105.222975
  nChanged 191
		SP:Iteration 28Q (52930.190000 sec): 3 clusters
  Score: Raw -1706401.408486 + Penalty 3242.001595 = -1703159.406891
  nChanged 209
		SP:Iteration 29Q (52930.480000 sec): 3 clusters
  Score: Raw -1706459.389643 + Penalty 3242.001595 = -1703217.388048
  nChanged 215
		SP:Iteration 30Q (52930.730000 sec): 3 clusters
  Score: Raw -1706525.182393 + Penalty 3242.001595 = -1703283.180799
  nChanged 199
		SP:Iteration 31Q (52930.980000 sec): 3 clusters
  Score: Raw -1706592.665890 + Penalty 3242.001595 = -1703350.664296
  nChanged 213
		SP:Iteration 32Q (52931.260000 sec): 3 clusters
  Score: Raw -1706666.338833 + Penalty 3242.001595 = -1703424.337238
  nChanged 194
		SP:Iteration 33Q (52931.510000 sec): 3 clusters
  Score: Raw -1706739.054449 + Penalty 3242.001595 = -1703497.052855
  nChanged 185
		SP:Iteration 34Q (52931.790000 sec): 3 clusters
  Score: Raw -1706833.873558 + Penalty 3242.001595 = -1703591.871964
  nChanged 216
		SP:Iteration 35Q (52932.070000 sec): 3 clusters
  Score: Raw -1706954.583414 + Penalty 3242.001595 = -1703712.581820
  nChanged 239
		SP:Iteration 36Q (52932.350000 sec): 3 clusters
  Score: Raw -1707081.483863 + Penalty 3242.001595 = -1703839.482268
  nChanged 214
		SP:Iteration 37Q (52932.620000 sec): 3 clusters
  Score: Raw -1707169.962594 + Penalty 3242.001595 = -1703927.961000
  nChanged 201
		SP:Iteration 38Q (52932.870000 sec): 3 clusters
  Score: Raw -1707233.075648 + Penalty 3242.001595 = -1703991.074053
  nChanged 164
		SP:Iteration 39Q (52933.140000 sec): 3 clusters
  Score: Raw -1707285.543861 + Penalty 3242.001595 = -1704043.542267
  nChanged 151
		SP:Iteration 40F (52933.420000 sec): 3 clusters
  Score: Raw -1707328.830639 + Penalty 3242.001595 = -1704086.829044
  nChanged 147
		SP:Iteration 41Q (52933.690000 sec): 3 clusters
  Score: Raw -1707369.165846 + Penalty 3242.001595 = -1704127.164252
  nChanged 121
		SP:Iteration 42Q (52933.930000 sec): 3 clusters
  Score: Raw -1707397.313408 + Penalty 3242.001595 = -1704155.311813
  nChanged 96
		SP:Iteration 43Q (52934.200000 sec): 3 clusters
  Score: Raw -1707418.432483 + Penalty 3242.001595 = -1704176.430889
  nChanged 92
		SP:Iteration 44Q (52934.450000 sec): 3 clusters
  Score: Raw -1707440.136669 + Penalty 3242.001595 = -1704198.135075
  nChanged 86
		SP:Iteration 45Q (52934.720000 sec): 3 clusters
  Score: Raw -1707456.689619 + Penalty 3242.001595 = -1704214.688025
  nChanged 75
		SP:Iteration 46Q (52934.990000 sec): 3 clusters
  Score: Raw -1707470.913476 + Penalty 3242.001595 = -1704228.911881
  nChanged 70
		SP:Iteration 47Q (52935.230000 sec): 3 clusters
  Score: Raw -1707483.638034 + Penalty 3242.001595 = -1704241.636439
  nChanged 59
		SP:Iteration 48Q (52935.500000 sec): 3 clusters
  Score: Raw -1707492.864563 + Penalty 3242.001595 = -1704250.862969
  nChanged 44
		SP:Iteration 49Q (52935.780000 sec): 3 clusters
  Score: Raw -1707500.474714 + Penalty 3242.001595 = -1704258.473119
  nChanged 40
		SP:Iteration 50Q (52936.020000 sec): 3 clusters
  Score: Raw -1707506.479652 + Penalty 3242.001595 = -1704264.478057
  nChanged 34
		SP:Iteration 51Q (52936.290000 sec): 3 clusters
  Score: Raw -1707511.740978 + Penalty 3242.001595 = -1704269.739383
  nChanged 29
		SP:Iteration 52Q (52936.560000 sec): 3 clusters
  Score: Raw -1707516.881171 + Penalty 3242.001595 = -1704274.879577
  nChanged 25
		SP:Iteration 53Q (52936.800000 sec): 3 clusters
  Score: Raw -1707519.914766 + Penalty 3242.001595 = -1704277.913172
  nChanged 24
		SP:Iteration 54Q (52937.070000 sec): 3 clusters
  Score: Raw -1707522.076076 + Penalty 3242.001595 = -1704280.074482
  nChanged 18
		SP:Iteration 55Q (52937.310000 sec): 3 clusters
  Score: Raw -1707524.440135 + Penalty 3242.001595 = -1704282.438541
  nChanged 21
		SP:Iteration 56Q (52937.580000 sec): 3 clusters
  Score: Raw -1707527.159845 + Penalty 3242.001595 = -1704285.158251
  nChanged 20
		SP:Iteration 57Q (52937.850000 sec): 3 clusters
  Score: Raw -1707529.271828 + Penalty 3242.001595 = -1704287.270234
  nChanged 12
		SP:Iteration 58Q (52938.120000 sec): 3 clusters
  Score: Raw -1707530.815276 + Penalty 3242.001595 = -1704288.813681
  nChanged 12
		SP:Iteration 59Q (52938.390000 sec): 3 clusters
  Score: Raw -1707532.037185 + Penalty 3242.001595 = -1704290.035590
  nChanged 13
		SP:Iteration 60F (52938.670000 sec): 3 clusters
  Score: Raw -1707533.137375 + Penalty 3242.001595 = -1704291.135781
  nChanged 7
		SP:Iteration 61Q (52938.950000 sec): 3 clusters
  Score: Raw -1707533.667385 + Penalty 3242.001595 = -1704291.665790
  nChanged 10
		SP:Iteration 62Q (52939.190000 sec): 3 clusters
  Score: Raw -1707534.290287 + Penalty 3242.001595 = -1704292.288693
  nChanged 5
		SP:Iteration 63Q (52939.460000 sec): 3 clusters
  Score: Raw -1707534.686833 + Penalty 3242.001595 = -1704292.685238
  nChanged 5
		SP:Iteration 64Q (52939.730000 sec): 3 clusters
  Score: Raw -1707535.148659 + Penalty 3242.001595 = -1704293.147065
  nChanged 6
		SP:Iteration 65Q (52939.960000 sec): 3 clusters
  Score: Raw -1707535.743018 + Penalty 3242.001595 = -1704293.741423
  nChanged 8
		SP:Iteration 66Q (52940.240000 sec): 3 clusters
  Score: Raw -1707536.342031 + Penalty 3242.001595 = -1704294.340436
  nChanged 7
		SP:Iteration 67Q (52940.480000 sec): 3 clusters
  Score: Raw -1707536.820258 + Penalty 3242.001595 = -1704294.818664
  nChanged 3
		SP:Iteration 68Q (52940.750000 sec): 3 clusters
  Score: Raw -1707536.938701 + Penalty 3242.001595 = -1704294.937107
  nChanged 0
		SP:Iteration 69F (52941.030000 sec): 3 clusters
  Score: Raw -1707536.938701 + Penalty 3242.001595 = -1704294.937107
  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 5.70 GB.

 Trying to split cluster 34 (23104 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (52941.210000 sec): 2 clusters
  Score: Raw -2174652.236489 + Penalty 1632.761169 = -2173019.475320
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (52941.540000 sec): 3 clusters
  Score: Raw -2160713.776592 + Penalty 3265.522339 = -2157448.254253
  nChanged 10549
		SP:Iteration 1F (52941.830000 sec): 3 clusters
  Score: Raw -2166453.009333 + Penalty 3265.522339 = -2163187.486995
  nChanged 1032
		SP:Iteration 2Q (52942.110000 sec): 3 clusters
  Score: Raw -2166830.175144 + Penalty 3265.522339 = -2163564.652806
  nChanged 1092
		SP:Iteration 3Q (52942.390000 sec): 3 clusters
  Score: Raw -2167305.394059 + Penalty 3265.522339 = -2164039.871721
  nChanged 1152
		SP:Iteration 4Q (52942.660000 sec): 3 clusters
  Score: Raw -2168036.102061 + Penalty 3265.522339 = -2164770.579722
  nChanged 1407
		SP:Iteration 5F (52942.930000 sec): 3 clusters
  Score: Raw -2169147.546670 + Penalty 3265.522339 = -2165882.024332
  nChanged 1662
		SP:Iteration 6F (52943.190000 sec): 3 clusters
  Score: Raw -2170534.824649 + Penalty 3265.522339 = -2167269.302310
  nChanged 1695
		SP:Iteration 7F (52943.460000 sec): 3 clusters
  Score: Raw -2171986.605303 + Penalty 3265.522339 = -2168721.082965
  nChanged 1457
		SP:Iteration 8F (52943.730000 sec): 3 clusters
  Score: Raw -2173265.094461 + Penalty 3265.522339 = -2169999.572122
  nChanged 1193
		SP:Iteration 9F (52943.990000 sec): 3 clusters
  Score: Raw -2174377.989526 + Penalty 3265.522339 = -2171112.467188
  nChanged 911
		SP:Iteration 10Q (52944.280000 sec): 3 clusters
  Score: Raw -2175201.040733 + Penalty 3265.522339 = -2171935.518395
  nChanged 624
		SP:Iteration 11Q (52944.540000 sec): 3 clusters
  Score: Raw -2175640.268575 + Penalty 3265.522339 = -2172374.746236
  nChanged 429
		SP:Iteration 12Q (52944.800000 sec): 3 clusters
  Score: Raw -2175866.045243 + Penalty 3265.522339 = -2172600.522904
  nChanged 338
		SP:Iteration 13Q (52945.070000 sec): 3 clusters
  Score: Raw -2176008.691171 + Penalty 3265.522339 = -2172743.168833
  nChanged 262
		SP:Iteration 14Q (52945.350000 sec): 3 clusters
  Score: Raw -2176113.815678 + Penalty 3265.522339 = -2172848.293340
  nChanged 210
		SP:Iteration 15Q (52945.620000 sec): 3 clusters
  Score: Raw -2176191.951186 + Penalty 3265.522339 = -2172926.428848
  nChanged 191
		SP:Iteration 16Q (52945.890000 sec): 3 clusters
  Score: Raw -2176264.164632 + Penalty 3265.522339 = -2172998.642293
  nChanged 187
		SP:Iteration 17Q (52946.160000 sec): 3 clusters
  Score: Raw -2176343.324517 + Penalty 3265.522339 = -2173077.802178
  nChanged 185
		SP:Iteration 18Q (52946.430000 sec): 3 clusters
  Score: Raw -2176421.616513 + Penalty 3265.522339 = -2173156.094174
  nChanged 180
		SP:Iteration 19Q (52946.700000 sec): 3 clusters
  Score: Raw -2176507.889600 + Penalty 3265.522339 = -2173242.367262
  nChanged 157
		SP:Iteration 20F (52946.990000 sec): 3 clusters
  Score: Raw -2176592.049153 + Penalty 3265.522339 = -2173326.526814
  nChanged 151
		SP:Iteration 21Q (52947.240000 sec): 3 clusters
  Score: Raw -2176706.694137 + Penalty 3265.522339 = -2173441.171798
  nChanged 170
		SP:Iteration 22Q (52947.490000 sec): 3 clusters
  Score: Raw -2176911.708103 + Penalty 3265.522339 = -2173646.185765
  nChanged 158
		SP:Iteration 23Q (52947.770000 sec): 3 clusters
  Score: Raw -2177260.880876 + Penalty 3265.522339 = -2173995.358537
  nChanged 154
		SP:Iteration 24Q (52948.020000 sec): 3 clusters
  Score: Raw -2177979.065653 + Penalty 3265.522339 = -2174713.543315
  nChanged 109
		SP:Iteration 25Q (52948.300000 sec): 3 clusters
  Score: Raw -2178271.563625 + Penalty 3265.522339 = -2175006.041286
  nChanged 83
		SP:Iteration 26Q (52948.590000 sec): 3 clusters
  Score: Raw -2178328.741472 + Penalty 3265.522339 = -2175063.219133
  nChanged 34
		SP:Iteration 27Q (52948.830000 sec): 3 clusters
  Score: Raw -2178339.942845 + Penalty 3265.522339 = -2175074.420506
  nChanged 14
		SP:Iteration 28Q (52949.120000 sec): 3 clusters
  Score: Raw -2178343.748588 + Penalty 3265.522339 = -2175078.226249
  nChanged 3
		SP:Iteration 29Q (52949.410000 sec): 3 clusters
  Score: Raw -2178344.227112 + Penalty 3265.522339 = -2175078.704774
  nChanged 1
		SP:Iteration 30Q (52949.650000 sec): 3 clusters
  Score: Raw -2178344.377624 + Penalty 3265.522339 = -2175078.855285
  nChanged 1
		SP:Iteration 31Q (52949.940000 sec): 3 clusters
  Score: Raw -2178344.529760 + Penalty 3265.522339 = -2175079.007421
  nChanged 0
		SP:Iteration 32F (52950.250000 sec): 3 clusters
  Score: Raw -2178344.529760 + Penalty 3265.522339 = -2175079.007421
  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 5.70 GB.

 Trying to split cluster 35 (26547 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (52950.490000 sec): 2 clusters
  Score: Raw -2151219.116159 + Penalty 1655.334204 = -2149563.781954
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (52950.810000 sec): 3 clusters
  Score: Raw -2135088.473721 + Penalty 3310.668408 = -2131777.805313
  nChanged 12191
		SP:Iteration 1F (52951.160000 sec): 3 clusters
  Score: Raw -2144898.762870 + Penalty 3310.668408 = -2141588.094462
  nChanged 2722
		SP:Iteration 2F (52951.440000 sec): 3 clusters
  Score: Raw -2147711.100505 + Penalty 3310.668408 = -2144400.432096
  nChanged 2529
		SP:Iteration 3F (52951.790000 sec): 3 clusters
  Score: Raw -2150024.826072 + Penalty 3310.668408 = -2146714.157664
  nChanged 1971
		SP:Iteration 4F (52952.080000 sec): 3 clusters
  Score: Raw -2151385.226007 + Penalty 3310.668408 = -2148074.557598
  nChanged 1358
		SP:Iteration 5F (52952.430000 sec): 3 clusters
  Score: Raw -2152073.015701 + Penalty 3310.668408 = -2148762.347293
  nChanged 981
		SP:Iteration 6Q (52952.730000 sec): 3 clusters
  Score: Raw -2152461.567808 + Penalty 3310.668408 = -2149150.899400
  nChanged 712
		SP:Iteration 7Q (52953.070000 sec): 3 clusters
  Score: Raw -2152681.366326 + Penalty 3310.668408 = -2149370.697917
  nChanged 518
		SP:Iteration 8Q (52953.420000 sec): 3 clusters
  Score: Raw -2152825.569639 + Penalty 3310.668408 = -2149514.901231
  nChanged 405
		SP:Iteration 9Q (52953.720000 sec): 3 clusters
  Score: Raw -2152931.721936 + Penalty 3310.668408 = -2149621.053528
  nChanged 333
		SP:Iteration 10Q (52954.070000 sec): 3 clusters
  Score: Raw -2153011.050676 + Penalty 3310.668408 = -2149700.382268
  nChanged 285
		SP:Iteration 11Q (52954.370000 sec): 3 clusters
  Score: Raw -2153068.200627 + Penalty 3310.668408 = -2149757.532218
  nChanged 235
		SP:Iteration 12Q (52954.690000 sec): 3 clusters
  Score: Raw -2153107.385421 + Penalty 3310.668408 = -2149796.717013
  nChanged 192
		SP:Iteration 13Q (52954.990000 sec): 3 clusters
  Score: Raw -2153138.438541 + Penalty 3310.668408 = -2149827.770133
  nChanged 167
		SP:Iteration 14Q (52955.310000 sec): 3 clusters
  Score: Raw -2153159.790392 + Penalty 3310.668408 = -2149849.121983
  nChanged 133
		SP:Iteration 15Q (52955.610000 sec): 3 clusters
  Score: Raw -2153177.448008 + Penalty 3310.668408 = -2149866.779600
  nChanged 105
		SP:Iteration 16Q (52955.950000 sec): 3 clusters
  Score: Raw -2153190.239066 + Penalty 3310.668408 = -2149879.570657
  nChanged 105
		SP:Iteration 17Q (52956.300000 sec): 3 clusters
  Score: Raw -2153202.311669 + Penalty 3310.668408 = -2149891.643260
  nChanged 92
		SP:Iteration 18Q (52956.610000 sec): 3 clusters
  Score: Raw -2153215.420801 + Penalty 3310.668408 = -2149904.752392
  nChanged 87
		SP:Iteration 19Q (52956.960000 sec): 3 clusters
  Score: Raw -2153228.517919 + Penalty 3310.668408 = -2149917.849511
  nChanged 100
		SP:Iteration 20F (52957.250000 sec): 3 clusters
  Score: Raw -2153242.020657 + Penalty 3310.668408 = -2149931.352249
  nChanged 80
		SP:Iteration 21Q (52957.570000 sec): 3 clusters
  Score: Raw -2153254.148394 + Penalty 3310.668408 = -2149943.479985
  nChanged 100
		SP:Iteration 22Q (52957.870000 sec): 3 clusters
  Score: Raw -2153270.640756 + Penalty 3310.668408 = -2149959.972348
  nChanged 107
		SP:Iteration 23Q (52958.190000 sec): 3 clusters
  Score: Raw -2153285.181252 + Penalty 3310.668408 = -2149974.512844
  nChanged 87
		SP:Iteration 24Q (52958.490000 sec): 3 clusters
  Score: Raw -2153294.874252 + Penalty 3310.668408 = -2149984.205844
  nChanged 82
		SP:Iteration 25Q (52958.820000 sec): 3 clusters
  Score: Raw -2153302.039625 + Penalty 3310.668408 = -2149991.371216
  nChanged 78
		SP:Iteration 26Q (52959.120000 sec): 3 clusters
  Score: Raw -2153308.597030 + Penalty 3310.668408 = -2149997.928622
  nChanged 73
		SP:Iteration 27Q (52959.440000 sec): 3 clusters
  Score: Raw -2153316.198932 + Penalty 3310.668408 = -2150005.530523
  nChanged 67
		SP:Iteration 28Q (52959.740000 sec): 3 clusters
  Score: Raw -2153324.863620 + Penalty 3310.668408 = -2150014.195212
  nChanged 69
		SP:Iteration 29Q (52960.160000 sec): 3 clusters
  Score: Raw -2153332.746385 + Penalty 3310.668408 = -2150022.077977
  nChanged 65
		SP:Iteration 30Q (52960.560000 sec): 3 clusters
  Score: Raw -2153339.744263 + Penalty 3310.668408 = -2150029.075855
  nChanged 64
		SP:Iteration 31Q (52960.960000 sec): 3 clusters
  Score: Raw -2153346.086167 + Penalty 3310.668408 = -2150035.417758
  nChanged 69
		SP:Iteration 32Q (52961.370000 sec): 3 clusters
  Score: Raw -2153352.328918 + Penalty 3310.668408 = -2150041.660509
  nChanged 56
		SP:Iteration 33Q (52961.770000 sec): 3 clusters
  Score: Raw -2153356.294476 + Penalty 3310.668408 = -2150045.626067
  nChanged 40
		SP:Iteration 34Q (52962.170000 sec): 3 clusters
  Score: Raw -2153358.977173 + Penalty 3310.668408 = -2150048.308765
  nChanged 39
		SP:Iteration 35Q (52962.570000 sec): 3 clusters
  Score: Raw -2153361.785945 + Penalty 3310.668408 = -2150051.117537
  nChanged 42
		SP:Iteration 36Q (52962.980000 sec): 3 clusters
  Score: Raw -2153364.484459 + Penalty 3310.668408 = -2150053.816051
  nChanged 36
		SP:Iteration 37Q (52963.380000 sec): 3 clusters
  Score: Raw -2153366.983551 + Penalty 3310.668408 = -2150056.315142
  nChanged 33
		SP:Iteration 38Q (52963.790000 sec): 3 clusters
  Score: Raw -2153368.855880 + Penalty 3310.668408 = -2150058.187472
  nChanged 33
		SP:Iteration 39Q (52964.180000 sec): 3 clusters
  Score: Raw -2153370.815254 + Penalty 3310.668408 = -2150060.146846
  nChanged 35
		SP:Iteration 40F (52964.470000 sec): 3 clusters
  Score: Raw -2153372.386845 + Penalty 3310.668408 = -2150061.718436
  nChanged 25
		SP:Iteration 41Q (52964.820000 sec): 3 clusters
  Score: Raw -2153373.743533 + Penalty 3310.668408 = -2150063.075125
  nChanged 25
		SP:Iteration 42Q (52965.120000 sec): 3 clusters
  Score: Raw -2153375.547559 + Penalty 3310.668408 = -2150064.879151
  nChanged 24
		SP:Iteration 43Q (52965.450000 sec): 3 clusters
  Score: Raw -2153377.095678 + Penalty 3310.668408 = -2150066.427270
  nChanged 29
		SP:Iteration 44Q (52965.750000 sec): 3 clusters
  Score: Raw -2153378.343159 + Penalty 3310.668408 = -2150067.674750
  nChanged 18
		SP:Iteration 45Q (52966.070000 sec): 3 clusters
  Score: Raw -2153379.293948 + Penalty 3310.668408 = -2150068.625540
  nChanged 23
		SP:Iteration 46Q (52966.370000 sec): 3 clusters
  Score: Raw -2153381.224341 + Penalty 3310.668408 = -2150070.555933
  nChanged 37
		SP:Iteration 47Q (52966.690000 sec): 3 clusters
  Score: Raw -2153383.863031 + Penalty 3310.668408 = -2150073.194622
  nChanged 32
		SP:Iteration 48Q (52966.990000 sec): 3 clusters
  Score: Raw -2153385.640795 + Penalty 3310.668408 = -2150074.972387
  nChanged 35
		SP:Iteration 49Q (52967.320000 sec): 3 clusters
  Score: Raw -2153387.349046 + Penalty 3310.668408 = -2150076.680637
  nChanged 28
		SP:Iteration 50Q (52967.620000 sec): 3 clusters
  Score: Raw -2153388.758908 + Penalty 3310.668408 = -2150078.090500
  nChanged 22
		SP:Iteration 51Q (52967.940000 sec): 3 clusters
  Score: Raw -2153389.682883 + Penalty 3310.668408 = -2150079.014474
  nChanged 25
		SP:Iteration 52Q (52968.240000 sec): 3 clusters
  Score: Raw -2153390.876455 + Penalty 3310.668408 = -2150080.208046
  nChanged 21
		SP:Iteration 53Q (52968.560000 sec): 3 clusters
  Score: Raw -2153391.971012 + Penalty 3310.668408 = -2150081.302603
  nChanged 21
		SP:Iteration 54Q (52968.860000 sec): 3 clusters
  Score: Raw -2153392.818231 + Penalty 3310.668408 = -2150082.149822
  nChanged 17
		SP:Iteration 55Q (52969.190000 sec): 3 clusters
  Score: Raw -2153393.372783 + Penalty 3310.668408 = -2150082.704374
  nChanged 8
		SP:Iteration 56Q (52969.490000 sec): 3 clusters
  Score: Raw -2153393.703636 + Penalty 3310.668408 = -2150083.035227
  nChanged 12
		SP:Iteration 57Q (52969.820000 sec): 3 clusters
  Score: Raw -2153394.226169 + Penalty 3310.668408 = -2150083.557760
  nChanged 14
		SP:Iteration 58Q (52970.120000 sec): 3 clusters
  Score: Raw -2153394.888273 + Penalty 3310.668408 = -2150084.219865
  nChanged 14
		SP:Iteration 59Q (52970.460000 sec): 3 clusters
  Score: Raw -2153395.619047 + Penalty 3310.668408 = -2150084.950638
  nChanged 13
		SP:Iteration 60F (52970.810000 sec): 3 clusters
  Score: Raw -2153396.204398 + Penalty 3310.668408 = -2150085.535989
  nChanged 13
		SP:Iteration 61Q (52971.110000 sec): 3 clusters
  Score: Raw -2153396.755305 + Penalty 3310.668408 = -2150086.086897
  nChanged 12
		SP:Iteration 62Q (52971.460000 sec): 3 clusters
  Score: Raw -2153397.370300 + Penalty 3310.668408 = -2150086.701892
  nChanged 11
		SP:Iteration 63Q (52971.760000 sec): 3 clusters
  Score: Raw -2153397.826272 + Penalty 3310.668408 = -2150087.157864
  nChanged 16
		SP:Iteration 64Q (52972.080000 sec): 3 clusters
  Score: Raw -2153398.872258 + Penalty 3310.668408 = -2150088.203850
  nChanged 17
		SP:Iteration 65Q (52972.380000 sec): 3 clusters
  Score: Raw -2153399.664466 + Penalty 3310.668408 = -2150088.996058
  nChanged 13
		SP:Iteration 66Q (52972.720000 sec): 3 clusters
  Score: Raw -2153400.255995 + Penalty 3310.668408 = -2150089.587586
  nChanged 15
		SP:Iteration 67Q (52973.020000 sec): 3 clusters
  Score: Raw -2153401.036106 + Penalty 3310.668408 = -2150090.367697
  nChanged 15
		SP:Iteration 68Q (52973.340000 sec): 3 clusters
  Score: Raw -2153401.961505 + Penalty 3310.668408 = -2150091.293096
  nChanged 22
		SP:Iteration 69Q (52973.640000 sec): 3 clusters
  Score: Raw -2153403.453451 + Penalty 3310.668408 = -2150092.785043
  nChanged 24
		SP:Iteration 70Q (52973.970000 sec): 3 clusters
  Score: Raw -2153404.648882 + Penalty 3310.668408 = -2150093.980473
  nChanged 21
		SP:Iteration 71Q (52974.260000 sec): 3 clusters
  Score: Raw -2153405.870711 + Penalty 3310.668408 = -2150095.202302
  nChanged 20
		SP:Iteration 72Q (52974.590000 sec): 3 clusters
  Score: Raw -2153406.574757 + Penalty 3310.668408 = -2150095.906349
  nChanged 9
		SP:Iteration 73Q (52974.880000 sec): 3 clusters
  Score: Raw -2153406.892914 + Penalty 3310.668408 = -2150096.224505
  nChanged 4
		SP:Iteration 74Q (52975.210000 sec): 3 clusters
  Score: Raw -2153407.047342 + Penalty 3310.668408 = -2150096.378934
  nChanged 2
		SP:Iteration 75Q (52975.510000 sec): 3 clusters
  Score: Raw -2153407.101469 + Penalty 3310.668408 = -2150096.433061
  nChanged 4
		SP:Iteration 76Q (52975.830000 sec): 3 clusters
  Score: Raw -2153407.268877 + Penalty 3310.668408 = -2150096.600468
  nChanged 5
		SP:Iteration 77Q (52976.130000 sec): 3 clusters
  Score: Raw -2153407.498478 + Penalty 3310.668408 = -2150096.830070
  nChanged 4
		SP:Iteration 78Q (52976.460000 sec): 3 clusters
  Score: Raw -2153407.652814 + Penalty 3310.668408 = -2150096.984405
  nChanged 5
		SP:Iteration 79Q (52976.760000 sec): 3 clusters
  Score: Raw -2153407.887364 + Penalty 3310.668408 = -2150097.218955
  nChanged 10
		SP:Iteration 80F (52977.070000 sec): 3 clusters
  Score: Raw -2153408.393366 + Penalty 3310.668408 = -2150097.724957
  nChanged 13
		SP:Iteration 81Q (52977.370000 sec): 3 clusters
  Score: Raw -2153409.390539 + Penalty 3310.668408 = -2150098.722131
  nChanged 15
		SP:Iteration 82Q (52977.720000 sec): 3 clusters
  Score: Raw -2153410.933283 + Penalty 3310.668408 = -2150100.264874
  nChanged 30
		SP:Iteration 83Q (52978.070000 sec): 3 clusters
  Score: Raw -2153413.534758 + Penalty 3310.668408 = -2150102.866350
  nChanged 35
		SP:Iteration 84Q (52978.370000 sec): 3 clusters
  Score: Raw -2153416.465454 + Penalty 3310.668408 = -2150105.797046
  nChanged 36
		SP:Iteration 85Q (52978.720000 sec): 3 clusters
  Score: Raw -2153419.961483 + Penalty 3310.668408 = -2150109.293074
  nChanged 41
		SP:Iteration 86Q (52979.020000 sec): 3 clusters
  Score: Raw -2153426.553011 + Penalty 3310.668408 = -2150115.884603
  nChanged 57
		SP:Iteration 87Q (52979.340000 sec): 3 clusters
  Score: Raw -2153432.928265 + Penalty 3310.668408 = -2150122.259856
  nChanged 52
		SP:Iteration 88Q (52979.640000 sec): 3 clusters
  Score: Raw -2153438.187529 + Penalty 3310.668408 = -2150127.519120
  nChanged 53
		SP:Iteration 89Q (52979.990000 sec): 3 clusters
  Score: Raw -2153443.903118 + Penalty 3310.668408 = -2150133.234709
  nChanged 43
		SP:Iteration 90Q (52980.340000 sec): 3 clusters
  Score: Raw -2153447.507582 + Penalty 3310.668408 = -2150136.839174
  nChanged 43
		SP:Iteration 91Q (52980.640000 sec): 3 clusters
  Score: Raw -2153451.313877 + Penalty 3310.668408 = -2150140.645468
  nChanged 50
		SP:Iteration 92Q (52980.980000 sec): 3 clusters
  Score: Raw -2153455.386577 + Penalty 3310.668408 = -2150144.718169
  nChanged 47
		SP:Iteration 93Q (52981.280000 sec): 3 clusters
  Score: Raw -2153459.223393 + Penalty 3310.668408 = -2150148.554985
  nChanged 46
		SP:Iteration 94Q (52981.610000 sec): 3 clusters
  Score: Raw -2153463.283715 + Penalty 3310.668408 = -2150152.615307
  nChanged 46
		SP:Iteration 95Q (52981.910000 sec): 3 clusters
  Score: Raw -2153467.446543 + Penalty 3310.668408 = -2150156.778135
  nChanged 58
		SP:Iteration 96Q (52982.230000 sec): 3 clusters
  Score: Raw -2153472.208515 + Penalty 3310.668408 = -2150161.540106
  nChanged 50
		SP:Iteration 97Q (52982.530000 sec): 3 clusters
  Score: Raw -2153476.522353 + Penalty 3310.668408 = -2150165.853945
  nChanged 48
		SP:Iteration 98Q (52982.870000 sec): 3 clusters
  Score: Raw -2153481.438805 + Penalty 3310.668408 = -2150170.770397
  nChanged 50
		SP:Iteration 99Q (52983.220000 sec): 3 clusters
  Score: Raw -2153485.300318 + Penalty 3310.668408 = -2150174.631910
  nChanged 49
		SP:Iteration 100F (52983.520000 sec): 3 clusters
  Score: Raw -2153489.202006 + Penalty 3310.668408 = -2150178.533597
  nChanged 60
		SP:Iteration 101Q (52983.870000 sec): 3 clusters
  Score: Raw -2153494.201024 + Penalty 3310.668408 = -2150183.532616
  nChanged 60
		SP:Iteration 102Q (52984.170000 sec): 3 clusters
  Score: Raw -2153499.719544 + Penalty 3310.668408 = -2150189.051136
  nChanged 69
		SP:Iteration 103Q (52984.490000 sec): 3 clusters
  Score: Raw -2153505.317891 + Penalty 3310.668408 = -2150194.649482
  nChanged 64
		SP:Iteration 104Q (52984.790000 sec): 3 clusters
  Score: Raw -2153510.630949 + Penalty 3310.668408 = -2150199.962541
  nChanged 54
		SP:Iteration 105Q (52985.100000 sec): 3 clusters
  Score: Raw -2153515.219897 + Penalty 3310.668408 = -2150204.551488
  nChanged 56
		SP:Iteration 106Q (52985.400000 sec): 3 clusters
  Score: Raw -2153521.448931 + Penalty 3310.668408 = -2150210.780523
  nChanged 76
		SP:Iteration 107Q (52985.750000 sec): 3 clusters
  Score: Raw -2153529.156806 + Penalty 3310.668408 = -2150218.488397
  nChanged 61
		SP:Iteration 108Q (52986.100000 sec): 3 clusters
  Score: Raw -2153535.198626 + Penalty 3310.668408 = -2150224.530217
  nChanged 75
		SP:Iteration 109Q (52986.390000 sec): 3 clusters
  Score: Raw -2153543.389546 + Penalty 3310.668408 = -2150232.721137
  nChanged 81
		SP:Iteration 110Q (52986.730000 sec): 3 clusters
  Score: Raw -2153551.938958 + Penalty 3310.668408 = -2150241.270549
  nChanged 66
		SP:Iteration 111Q (52987.030000 sec): 3 clusters
  Score: Raw -2153558.358601 + Penalty 3310.668408 = -2150247.690192
  nChanged 63
		SP:Iteration 112Q (52987.380000 sec): 3 clusters
  Score: Raw -2153565.653626 + Penalty 3310.668408 = -2150254.985218
  nChanged 78
		SP:Iteration 113Q (52987.680000 sec): 3 clusters
  Score: Raw -2153576.068430 + Penalty 3310.668408 = -2150265.400022
  nChanged 93
		SP:Iteration 114Q (52988.000000 sec): 3 clusters
  Score: Raw -2153588.338642 + Penalty 3310.668408 = -2150277.670233
  nChanged 104
		SP:Iteration 115Q (52988.300000 sec): 3 clusters
  Score: Raw -2153601.497367 + Penalty 3310.668408 = -2150290.828958
  nChanged 97
		SP:Iteration 116Q (52988.620000 sec): 3 clusters
  Score: Raw -2153613.094714 + Penalty 3310.668408 = -2150302.426306
  nChanged 73
		SP:Iteration 117Q (52988.920000 sec): 3 clusters
  Score: Raw -2153622.625714 + Penalty 3310.668408 = -2150311.957306
  nChanged 75
		SP:Iteration 118Q (52989.260000 sec): 3 clusters
  Score: Raw -2153635.416398 + Penalty 3310.668408 = -2150324.747990
  nChanged 91
		SP:Iteration 119Q (52989.560000 sec): 3 clusters
  Score: Raw -2153656.364065 + Penalty 3310.668408 = -2150345.695656
  nChanged 129
		SP:Iteration 120F (52989.880000 sec): 3 clusters
  Score: Raw -2153694.034525 + Penalty 3310.668408 = -2150383.366116
  nChanged 159
		SP:Iteration 121Q (52990.180000 sec): 3 clusters
  Score: Raw -2153756.190317 + Penalty 3310.668408 = -2150445.521909
  nChanged 181
		SP:Iteration 122Q (52990.520000 sec): 3 clusters
  Score: Raw -2153868.534879 + Penalty 3310.668408 = -2150557.866470
  nChanged 232
		SP:Iteration 123Q (52990.860000 sec): 3 clusters
  Score: Raw -2154000.941722 + Penalty 3310.668408 = -2150690.273314
  nChanged 252
		SP:Iteration 124Q (52991.140000 sec): 3 clusters
  Score: Raw -2154137.749756 + Penalty 3310.668408 = -2150827.081347
  nChanged 246
		SP:Iteration 125Q (52991.440000 sec): 3 clusters
  Score: Raw -2154228.955413 + Penalty 3310.668408 = -2150918.287005
  nChanged 243
		SP:Iteration 126Q (52991.760000 sec): 3 clusters
  Score: Raw -2154292.343402 + Penalty 3310.668408 = -2150981.674994
  nChanged 188
		SP:Iteration 127Q (52992.060000 sec): 3 clusters
  Score: Raw -2154332.917045 + Penalty 3310.668408 = -2151022.248637
  nChanged 182
		SP:Iteration 128Q (52992.400000 sec): 3 clusters
  Score: Raw -2154372.224802 + Penalty 3310.668408 = -2151061.556393
  nChanged 158
		SP:Iteration 129Q (52992.750000 sec): 3 clusters
  Score: Raw -2154401.390958 + Penalty 3310.668408 = -2151090.722550
  nChanged 160
		SP:Iteration 130Q (52993.040000 sec): 3 clusters
  Score: Raw -2154426.543185 + Penalty 3310.668408 = -2151115.874777
  nChanged 135
		SP:Iteration 131Q (52993.380000 sec): 3 clusters
  Score: Raw -2154446.154707 + Penalty 3310.668408 = -2151135.486298
  nChanged 138
		SP:Iteration 132Q (52993.660000 sec): 3 clusters
  Score: Raw -2154466.368633 + Penalty 3310.668408 = -2151155.700224
  nChanged 120
		SP:Iteration 133Q (52994.010000 sec): 3 clusters
  Score: Raw -2154482.038086 + Penalty 3310.668408 = -2151171.369678
  nChanged 102
		SP:Iteration 134Q (52994.300000 sec): 3 clusters
  Score: Raw -2154496.567951 + Penalty 3310.668408 = -2151185.899543
  nChanged 112
		SP:Iteration 135Q (52994.650000 sec): 3 clusters
  Score: Raw -2154512.614869 + Penalty 3310.668408 = -2151201.946461
  nChanged 114
		SP:Iteration 136Q (52994.940000 sec): 3 clusters
  Score: Raw -2154526.759527 + Penalty 3310.668408 = -2151216.091119
  nChanged 99
		SP:Iteration 137Q (52995.280000 sec): 3 clusters
  Score: Raw -2154541.106872 + Penalty 3310.668408 = -2151230.438463
  nChanged 104
		SP:Iteration 138Q (52995.580000 sec): 3 clusters
  Score: Raw -2154555.776960 + Penalty 3310.668408 = -2151245.108552
  nChanged 111
		SP:Iteration 139Q (52995.920000 sec): 3 clusters
  Score: Raw -2154572.360621 + Penalty 3310.668408 = -2151261.692212
  nChanged 111
		SP:Iteration 140F (52996.210000 sec): 3 clusters
  Score: Raw -2154586.817715 + Penalty 3310.668408 = -2151276.149307
  nChanged 118
		SP:Iteration 141Q (52996.530000 sec): 3 clusters
  Score: Raw -2154602.842125 + Penalty 3310.668408 = -2151292.173717
  nChanged 109
		SP:Iteration 142Q (52996.820000 sec): 3 clusters
  Score: Raw -2154617.870138 + Penalty 3310.668408 = -2151307.201730
  nChanged 117
		SP:Iteration 143Q (52997.160000 sec): 3 clusters
  Score: Raw -2154635.851841 + Penalty 3310.668408 = -2151325.183433
  nChanged 114
		SP:Iteration 144Q (52997.460000 sec): 3 clusters
  Score: Raw -2154655.855048 + Penalty 3310.668408 = -2151345.186639
  nChanged 112
		SP:Iteration 145Q (52997.800000 sec): 3 clusters
  Score: Raw -2154671.874913 + Penalty 3310.668408 = -2151361.206505
  nChanged 95
		SP:Iteration 146Q (52998.090000 sec): 3 clusters
  Score: Raw -2154684.161291 + Penalty 3310.668408 = -2151373.492883
  nChanged 93
		SP:Iteration 147Q (52998.430000 sec): 3 clusters
  Score: Raw -2154697.757262 + Penalty 3310.668408 = -2151387.088854
  nChanged 90
		SP:Iteration 148Q (52998.720000 sec): 3 clusters
  Score: Raw -2154711.203393 + Penalty 3310.668408 = -2151400.534984
  nChanged 95
		SP:Iteration 149Q (52999.060000 sec): 3 clusters
  Score: Raw -2154724.445978 + Penalty 3310.668408 = -2151413.777570
  nChanged 81
		SP:Iteration 150Q (52999.350000 sec): 3 clusters
  Score: Raw -2154736.707382 + Penalty 3310.668408 = -2151426.038974
  nChanged 89
		SP:Iteration 151Q (52999.690000 sec): 3 clusters
  Score: Raw -2154750.843715 + Penalty 3310.668408 = -2151440.175307
  nChanged 84
		SP:Iteration 152Q (52999.980000 sec): 3 clusters
  Score: Raw -2154765.543675 + Penalty 3310.668408 = -2151454.875266
  nChanged 82
		SP:Iteration 153Q (53000.320000 sec): 3 clusters
  Score: Raw -2154786.265291 + Penalty 3310.668408 = -2151475.596883
  nChanged 90
		SP:Iteration 154Q (53000.600000 sec): 3 clusters
  Score: Raw -2154809.865655 + Penalty 3310.668408 = -2151499.197247
  nChanged 101
		SP:Iteration 155Q (53000.940000 sec): 3 clusters
  Score: Raw -2154837.111496 + Penalty 3310.668408 = -2151526.443087
  nChanged 108
		SP:Iteration 156Q (53001.230000 sec): 3 clusters
  Score: Raw -2154866.421272 + Penalty 3310.668408 = -2151555.752864
  nChanged 99
		SP:Iteration 157Q (53001.570000 sec): 3 clusters
  Score: Raw -2154890.532114 + Penalty 3310.668408 = -2151579.863706
  nChanged 106
		SP:Iteration 158Q (53001.860000 sec): 3 clusters
  Score: Raw -2154914.682671 + Penalty 3310.668408 = -2151604.014262
  nChanged 94
		SP:Iteration 159Q (53002.190000 sec): 3 clusters
  Score: Raw -2154933.711517 + Penalty 3310.668408 = -2151623.043109
  nChanged 86
		SP:Iteration 160F (53002.490000 sec): 3 clusters
  Score: Raw -2154948.346948 + Penalty 3310.668408 = -2151637.678539
  nChanged 76
		SP:Iteration 161Q (53002.820000 sec): 3 clusters
  Score: Raw -2154958.884313 + Penalty 3310.668408 = -2151648.215905
  nChanged 61
		SP:Iteration 162Q (53003.110000 sec): 3 clusters
  Score: Raw -2154966.988256 + Penalty 3310.668408 = -2151656.319847
  nChanged 38
		SP:Iteration 163Q (53003.440000 sec): 3 clusters
  Score: Raw -2154971.269926 + Penalty 3310.668408 = -2151660.601517
  nChanged 38
		SP:Iteration 164Q (53003.730000 sec): 3 clusters
  Score: Raw -2154975.118340 + Penalty 3310.668408 = -2151664.449932
  nChanged 28
		SP:Iteration 165Q (53004.070000 sec): 3 clusters
  Score: Raw -2154977.564468 + Penalty 3310.668408 = -2151666.896060
  nChanged 24
		SP:Iteration 166Q (53004.340000 sec): 3 clusters
  Score: Raw -2154979.687111 + Penalty 3310.668408 = -2151669.018702
  nChanged 19
		SP:Iteration 167Q (53004.630000 sec): 3 clusters
  Score: Raw -2154981.365471 + Penalty 3310.668408 = -2151670.697063
  nChanged 18
		SP:Iteration 168Q (53004.960000 sec): 3 clusters
  Score: Raw -2154982.652438 + Penalty 3310.668408 = -2151671.984030
  nChanged 18
		SP:Iteration 169Q (53005.250000 sec): 3 clusters
  Score: Raw -2154984.110405 + Penalty 3310.668408 = -2151673.441996
  nChanged 13
		SP:Iteration 170Q (53005.580000 sec): 3 clusters
  Score: Raw -2154984.997663 + Penalty 3310.668408 = -2151674.329254
  nChanged 10
		SP:Iteration 171Q (53005.870000 sec): 3 clusters
  Score: Raw -2154985.620251 + Penalty 3310.668408 = -2151674.951842
  nChanged 6
		SP:Iteration 172Q (53006.200000 sec): 3 clusters
  Score: Raw -2154986.323958 + Penalty 3310.668408 = -2151675.655549
  nChanged 13
		SP:Iteration 173Q (53006.470000 sec): 3 clusters
  Score: Raw -2154987.722998 + Penalty 3310.668408 = -2151677.054590
  nChanged 9
		SP:Iteration 174Q (53006.760000 sec): 3 clusters
  Score: Raw -2154988.344613 + Penalty 3310.668408 = -2151677.676204
  nChanged 14
		SP:Iteration 175Q (53007.090000 sec): 3 clusters
  Score: Raw -2154989.337330 + Penalty 3310.668408 = -2151678.668922
  nChanged 11
		SP:Iteration 176Q (53007.380000 sec): 3 clusters
  Score: Raw -2154990.417661 + Penalty 3310.668408 = -2151679.749252
  nChanged 9
		SP:Iteration 177Q (53007.710000 sec): 3 clusters
  Score: Raw -2154991.332997 + Penalty 3310.668408 = -2151680.664588
  nChanged 9
		SP:Iteration 178Q (53008.000000 sec): 3 clusters
  Score: Raw -2154992.593728 + Penalty 3310.668408 = -2151681.925320
  nChanged 16
		SP:Iteration 179Q (53008.330000 sec): 3 clusters
  Score: Raw -2154994.022269 + Penalty 3310.668408 = -2151683.353860
  nChanged 21
		SP:Iteration 180F (53008.630000 sec): 3 clusters
  Score: Raw -2154995.654686 + Penalty 3310.668408 = -2151684.986278
  nChanged 18
		SP:Iteration 181Q (53008.960000 sec): 3 clusters
  Score: Raw -2154997.093003 + Penalty 3310.668408 = -2151686.424595
  nChanged 11
		SP:Iteration 182Q (53009.240000 sec): 3 clusters
  Score: Raw -2154997.940675 + Penalty 3310.668408 = -2151687.272267
  nChanged 9
		SP:Iteration 183Q (53009.580000 sec): 3 clusters
  Score: Raw -2154998.798847 + Penalty 3310.668408 = -2151688.130439
  nChanged 7
		SP:Iteration 184Q (53009.850000 sec): 3 clusters
  Score: Raw -2154999.181145 + Penalty 3310.668408 = -2151688.512736
  nChanged 8
		SP:Iteration 185Q (53010.140000 sec): 3 clusters
  Score: Raw -2154999.600200 + Penalty 3310.668408 = -2151688.931792
  nChanged 6
		SP:Iteration 186Q (53010.470000 sec): 3 clusters
  Score: Raw -2154999.935980 + Penalty 3310.668408 = -2151689.267572
  nChanged 9
		SP:Iteration 187Q (53010.750000 sec): 3 clusters
  Score: Raw -2155000.789247 + Penalty 3310.668408 = -2151690.120838
  nChanged 6
		SP:Iteration 188Q (53011.090000 sec): 3 clusters
  Score: Raw -2155001.130375 + Penalty 3310.668408 = -2151690.461967
  nChanged 4
		SP:Iteration 189Q (53011.370000 sec): 3 clusters
  Score: Raw -2155001.472492 + Penalty 3310.668408 = -2151690.804084
  nChanged 6
		SP:Iteration 190Q (53011.710000 sec): 3 clusters
  Score: Raw -2155001.851106 + Penalty 3310.668408 = -2151691.182698
  nChanged 6
		SP:Iteration 191Q (53011.980000 sec): 3 clusters
  Score: Raw -2155002.455264 + Penalty 3310.668408 = -2151691.786855
  nChanged 6
		SP:Iteration 192Q (53012.270000 sec): 3 clusters
  Score: Raw -2155002.975544 + Penalty 3310.668408 = -2151692.307136
  nChanged 2
		SP:Iteration 193Q (53012.600000 sec): 3 clusters
  Score: Raw -2155003.227409 + Penalty 3310.668408 = -2151692.559000
  nChanged 2
		SP:Iteration 194Q (53012.880000 sec): 3 clusters
  Score: Raw -2155003.344211 + Penalty 3310.668408 = -2151692.675803
  nChanged 2
		SP:Iteration 195Q (53013.210000 sec): 3 clusters
  Score: Raw -2155003.426172 + Penalty 3310.668408 = -2151692.757763
  nChanged 0
		SP:Iteration 196F (53013.490000 sec): 3 clusters
  Score: Raw -2155003.426172 + Penalty 3310.668408 = -2151692.757763
  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 5.70 GB.

 Trying to split cluster 36 (2208 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (53013.550000 sec): 2 clusters
  Score: Raw -183158.718536 + Penalty 1251.224391 = -181907.494145
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (53013.610000 sec): 3 clusters
  Score: Raw -182338.704258 + Penalty 2502.448782 = -179836.255476
  nChanged 832
		SP:Iteration 1F (53013.660000 sec): 3 clusters
  Score: Raw -183282.176651 + Penalty 2502.448782 = -180779.727868
  nChanged 283
		SP:Iteration 2F (53013.700000 sec): 3 clusters
  Score: Raw -183910.389522 + Penalty 2502.448782 = -181407.940739
  nChanged 236
		SP:Iteration 3F (53013.740000 sec): 3 clusters
  Score: Raw -184683.318016 + Penalty 2502.448782 = -182180.869234
  nChanged 227
		SP:Iteration 4F (53013.780000 sec): 3 clusters
  Score: Raw -186086.202212 + Penalty 2502.448782 = -183583.753429
  nChanged 182
		SP:Iteration 5F (53013.820000 sec): 3 clusters
  Score: Raw -186641.346866 + Penalty 2502.448782 = -184138.898084
  nChanged 84
		SP:Iteration 6Q (53013.860000 sec): 3 clusters
  Score: Raw -186799.442914 + Penalty 2502.448782 = -184296.994131
  nChanged 21
		SP:Iteration 7Q (53013.900000 sec): 3 clusters
  Score: Raw -186823.724264 + Penalty 2502.448782 = -184321.275482
  nChanged 7
		SP:Iteration 8Q (53013.940000 sec): 3 clusters
  Score: Raw -186828.497276 + Penalty 2502.448782 = -184326.048493
  nChanged 3
		SP:Iteration 9Q (53013.980000 sec): 3 clusters
  Score: Raw -186830.001062 + Penalty 2502.448782 = -184327.552279
  nChanged 0
		SP:Iteration 10F (53014.020000 sec): 3 clusters
  Score: Raw -186830.001062 + Penalty 2502.448782 = -184327.552279
  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 5.70 GB.

 Trying to split cluster 37 (8723 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (53014.130000 sec): 2 clusters
  Score: Raw -730933.452394 + Penalty 1474.479255 = -729458.973139
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (53014.290000 sec): 3 clusters
  Score: Raw -726111.216324 + Penalty 2948.958511 = -723162.257814
  nChanged 3782
		SP:Iteration 1F (53014.440000 sec): 3 clusters
  Score: Raw -728557.441473 + Penalty 2948.958511 = -725608.482962
  nChanged 823
		SP:Iteration 2F (53014.570000 sec): 3 clusters
  Score: Raw -729469.797636 + Penalty 2948.958511 = -726520.839125
  nChanged 949
		SP:Iteration 3F (53014.720000 sec): 3 clusters
  Score: Raw -730888.262541 + Penalty 2948.958511 = -727939.304030
  nChanged 971
		SP:Iteration 4F (53014.870000 sec): 3 clusters
  Score: Raw -732251.756696 + Penalty 2948.958511 = -729302.798185
  nChanged 680
		SP:Iteration 5F (53015.020000 sec): 3 clusters
  Score: Raw -733214.904539 + Penalty 2948.958511 = -730265.946028
  nChanged 524
		SP:Iteration 6F (53015.160000 sec): 3 clusters
  Score: Raw -734706.375795 + Penalty 2948.958511 = -731757.417285
  nChanged 419
		SP:Iteration 7Q (53015.290000 sec): 3 clusters
  Score: Raw -735850.306412 + Penalty 2948.958511 = -732901.347901
  nChanged 232
		SP:Iteration 8Q (53015.430000 sec): 3 clusters
  Score: Raw -736252.504896 + Penalty 2948.958511 = -733303.546386
  nChanged 137
		SP:Iteration 9Q (53015.570000 sec): 3 clusters
  Score: Raw -736502.107203 + Penalty 2948.958511 = -733553.148693
  nChanged 93
		SP:Iteration 10Q (53015.710000 sec): 3 clusters
  Score: Raw -736634.980915 + Penalty 2948.958511 = -733686.022405
  nChanged 58
		SP:Iteration 11Q (53015.850000 sec): 3 clusters
  Score: Raw -736692.435699 + Penalty 2948.958511 = -733743.477189
  nChanged 24
		SP:Iteration 12Q (53015.980000 sec): 3 clusters
  Score: Raw -736705.689999 + Penalty 2948.958511 = -733756.731488
  nChanged 12
		SP:Iteration 13Q (53016.110000 sec): 3 clusters
  Score: Raw -736711.156445 + Penalty 2948.958511 = -733762.197934
  nChanged 9
		SP:Iteration 14Q (53016.240000 sec): 3 clusters
  Score: Raw -736713.174755 + Penalty 2948.958511 = -733764.216244
  nChanged 3
		SP:Iteration 15Q (53016.360000 sec): 3 clusters
  Score: Raw -736714.215750 + Penalty 2948.958511 = -733765.257240
  nChanged 0
		SP:Iteration 16F (53016.500000 sec): 3 clusters
  Score: Raw -736714.215750 + Penalty 2948.958511 = -733765.257240
  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 5.70 GB.

 Trying to split cluster 38 (8351 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (53016.610000 sec): 2 clusters
  Score: Raw -722696.467303 + Penalty 1467.397193 = -721229.070110
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (53016.760000 sec): 3 clusters
  Score: Raw -718037.905564 + Penalty 2934.794386 = -715103.111178
  nChanged 3662
		SP:Iteration 1F (53016.880000 sec): 3 clusters
  Score: Raw -720863.487112 + Penalty 2934.794386 = -717928.692727
  nChanged 936
		SP:Iteration 2F (53017.000000 sec): 3 clusters
  Score: Raw -722670.867919 + Penalty 2934.794386 = -719736.073533
  nChanged 987
		SP:Iteration 3F (53017.130000 sec): 3 clusters
  Score: Raw -724649.540879 + Penalty 2934.794386 = -721714.746494
  nChanged 825
		SP:Iteration 4F (53017.260000 sec): 3 clusters
  Score: Raw -725692.290039 + Penalty 2934.794386 = -722757.495654
  nChanged 502
		SP:Iteration 5F (53017.390000 sec): 3 clusters
  Score: Raw -726140.495757 + Penalty 2934.794386 = -723205.701372
  nChanged 307
		SP:Iteration 6Q (53017.530000 sec): 3 clusters
  Score: Raw -726389.013357 + Penalty 2934.794386 = -723454.218971
  nChanged 225
		SP:Iteration 7Q (53017.660000 sec): 3 clusters
  Score: Raw -726556.610858 + Penalty 2934.794386 = -723621.816472
  nChanged 179
		SP:Iteration 8Q (53017.800000 sec): 3 clusters
  Score: Raw -726666.742069 + Penalty 2934.794386 = -723731.947684
  nChanged 148
		SP:Iteration 9Q (53017.930000 sec): 3 clusters
  Score: Raw -726736.924253 + Penalty 2934.794386 = -723802.129867
  nChanged 140
		SP:Iteration 10Q (53018.070000 sec): 3 clusters
  Score: Raw -726791.598980 + Penalty 2934.794386 = -723856.804594
  nChanged 113
		SP:Iteration 11Q (53018.200000 sec): 3 clusters
  Score: Raw -726830.317985 + Penalty 2934.794386 = -723895.523599
  nChanged 86
		SP:Iteration 12Q (53018.330000 sec): 3 clusters
  Score: Raw -726858.548717 + Penalty 2934.794386 = -723923.754331
  nChanged 81
		SP:Iteration 13Q (53018.460000 sec): 3 clusters
  Score: Raw -726880.323118 + Penalty 2934.794386 = -723945.528733
  nChanged 58
		SP:Iteration 14Q (53018.590000 sec): 3 clusters
  Score: Raw -726896.765009 + Penalty 2934.794386 = -723961.970624
  nChanged 56
		SP:Iteration 15Q (53018.710000 sec): 3 clusters
  Score: Raw -726913.678118 + Penalty 2934.794386 = -723978.883732
  nChanged 50
		SP:Iteration 16Q (53018.830000 sec): 3 clusters
  Score: Raw -726927.488226 + Penalty 2934.794386 = -723992.693840
  nChanged 44
		SP:Iteration 17Q (53018.970000 sec): 3 clusters
  Score: Raw -726937.423235 + Penalty 2934.794386 = -724002.628849
  nChanged 36
		SP:Iteration 18Q (53019.100000 sec): 3 clusters
  Score: Raw -726943.558291 + Penalty 2934.794386 = -724008.763905
  nChanged 35
		SP:Iteration 19Q (53019.230000 sec): 3 clusters
  Score: Raw -726950.914666 + Penalty 2934.794386 = -724016.120281
  nChanged 27
		SP:Iteration 20F (53019.370000 sec): 3 clusters
  Score: Raw -726954.990072 + Penalty 2934.794386 = -724020.195686
  nChanged 18
		SP:Iteration 21Q (53019.500000 sec): 3 clusters
  Score: Raw -726957.336578 + Penalty 2934.794386 = -724022.542193
  nChanged 8
		SP:Iteration 22Q (53019.630000 sec): 3 clusters
  Score: Raw -726958.281860 + Penalty 2934.794386 = -724023.487475
  nChanged 4
		SP:Iteration 23Q (53019.770000 sec): 3 clusters
  Score: Raw -726958.690273 + Penalty 2934.794386 = -724023.895887
  nChanged 4
		SP:Iteration 24Q (53019.900000 sec): 3 clusters
  Score: Raw -726959.160456 + Penalty 2934.794386 = -724024.366071
  nChanged 4
		SP:Iteration 25Q (53020.040000 sec): 3 clusters
  Score: Raw -726959.529323 + Penalty 2934.794386 = -724024.734937
  nChanged 2
		SP:Iteration 26Q (53020.170000 sec): 3 clusters
  Score: Raw -726959.708048 + Penalty 2934.794386 = -724024.913663
  nChanged 1
		SP:Iteration 27Q (53020.300000 sec): 3 clusters
  Score: Raw -726959.789372 + Penalty 2934.794386 = -724024.994986
  nChanged 0
		SP:Iteration 28F (53020.420000 sec): 3 clusters
  Score: Raw -726959.789372 + Penalty 2934.794386 = -724024.994986
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 68.
Iteration 59Q (53179.200000 sec): 69 clusters
  Score: Raw -66823791.516218 + Penalty 150055.289036 = -66673736.227183
  nChanged 22353
Iteration 60F (53377.840000 sec): 69 clusters
  Score: Raw -66838575.419776 + Penalty 150055.289036 = -66688520.130740
  nChanged 15702
Iteration 61Q (53546.540000 sec): 69 clusters
  Score: Raw -66844301.899193 + Penalty 150055.289036 = -66694246.610157
  nChanged 8080
Iteration 62Q (53688.610000 sec): 69 clusters
  Score: Raw -66846865.732268 + Penalty 150055.289036 = -66696810.443232
  nChanged 5445
Iteration 63Q (53831.500000 sec): 69 clusters
  Score: Raw -66848499.060063 + Penalty 150055.289036 = -66698443.771028
  nChanged 4197
Iteration 64Q (54008.310000 sec): 69 clusters
  Score: Raw -66849811.416383 + Penalty 150055.289036 = -66699756.127348
  nChanged 3419
Iteration 65Q (54185.390000 sec): 69 clusters
  Score: Raw -66850914.530549 + Penalty 150055.289036 = -66700859.241514
  nChanged 2877
Iteration 66Q (54362.350000 sec): 69 clusters
  Score: Raw -66851661.573487 + Penalty 150055.289036 = -66701606.284451
  nChanged 2467
Iteration 67Q (54539.470000 sec): 69 clusters
  Score: Raw -66852147.859236 + Penalty 150055.289036 = -66702092.570201
  nChanged 2026
Iteration 68Q (54716.250000 sec): 69 clusters
  Score: Raw -66852501.322735 + Penalty 150055.289036 = -66702446.033699
  nChanged 1800
Iteration 69Q (54893.440000 sec): 69 clusters
  Score: Raw -66852795.104424 + Penalty 150055.289036 = -66702739.815388
  nChanged 1622
Iteration 70Q (55070.580000 sec): 69 clusters
  Score: Raw -66853065.735654 + Penalty 150055.289036 = -66703010.446618
  nChanged 1451
Iteration 71Q (55247.790000 sec): 69 clusters
  Score: Raw -66853318.859994 + Penalty 150055.289036 = -66703263.570958
  nChanged 1277
Iteration 72Q (55424.680000 sec): 69 clusters
  Score: Raw -66853538.322834 + Penalty 150055.289036 = -66703483.033798
  nChanged 1243
Iteration 73Q (55601.500000 sec): 69 clusters
  Score: Raw -66853750.932705 + Penalty 150055.289036 = -66703695.643670
  nChanged 1150
Iteration 74Q (55778.680000 sec): 69 clusters
  Score: Raw -66853949.978056 + Penalty 150055.289036 = -66703894.689020
  nChanged 1128
Iteration 75Q (55955.510000 sec): 69 clusters
  Score: Raw -66854148.939125 + Penalty 150055.289036 = -66704093.650090
  nChanged 1139
Iteration 76Q (56132.740000 sec): 69 clusters
  Score: Raw -66854348.977085 + Penalty 150055.289036 = -66704293.688049
  nChanged 1067
Iteration 77Q (56309.660000 sec): 69 clusters
  Score: Raw -66854561.296778 + Penalty 150055.289036 = -66704506.007743
  nChanged 1074
Iteration 78Q (56485.550000 sec): 69 clusters
  Score: Raw -66854797.751913 + Penalty 150055.289036 = -66704742.462878
  nChanged 1078
Iteration 79Q (56662.820000 sec): 69 clusters
  Score: Raw -66855039.015003 + Penalty 150055.289036 = -66704983.725968
  nChanged 1069
Iteration 80F (56863.370000 sec): 69 clusters
  Score: Raw -66855385.992225 + Penalty 150055.289036 = -66705330.703189
  nChanged 1150
Iteration 81Q (57040.140000 sec): 69 clusters
  Score: Raw -66855804.013249 + Penalty 150055.289036 = -66705748.724213
  nChanged 1200
Iteration 82Q (57217.330000 sec): 69 clusters
  Score: Raw -66856537.396599 + Penalty 150055.289036 = -66706482.107563
  nChanged 1336
Iteration 83Q (57394.460000 sec): 69 clusters
  Score: Raw -66857232.969020 + Penalty 150055.289036 = -66707177.679984
  nChanged 1298
Iteration 84Q (57571.640000 sec): 69 clusters
  Score: Raw -66857555.222109 + Penalty 150055.289036 = -66707499.933074
  nChanged 1132
Iteration 85Q (57748.500000 sec): 69 clusters
  Score: Raw -66857771.276824 + Penalty 150055.289036 = -66707715.987789
  nChanged 1042
Iteration 86Q (57925.120000 sec): 69 clusters
  Score: Raw -66857944.846499 + Penalty 150055.289036 = -66707889.557463
  nChanged 971
Iteration 87Q (58101.950000 sec): 69 clusters
  Score: Raw -66858082.521423 + Penalty 150055.289036 = -66708027.232387
  nChanged 837
Iteration 88Q (58278.870000 sec): 69 clusters
  Score: Raw -66858188.673594 + Penalty 150055.289036 = -66708133.384558
  nChanged 698
Iteration 89Q (58455.310000 sec): 69 clusters
  Score: Raw -66858279.178768 + Penalty 150055.289036 = -66708223.889733
  nChanged 651
Iteration 90Q (58632.330000 sec): 69 clusters
  Score: Raw -66858369.008065 + Penalty 150055.289036 = -66708313.719030
  nChanged 622
Iteration 91Q (58809.420000 sec): 69 clusters
  Score: Raw -66858482.471677 + Penalty 150055.289036 = -66708427.182642
  nChanged 641
Iteration 92Q (58986.240000 sec): 69 clusters
  Score: Raw -66858651.288470 + Penalty 150055.289036 = -66708595.999435
  nChanged 636
Iteration 93Q (59163.070000 sec): 69 clusters
  Score: Raw -66858838.615559 + Penalty 150055.289036 = -66708783.326523
  nChanged 645
Iteration 94Q (59339.850000 sec): 69 clusters
  Score: Raw -66859069.401995 + Penalty 150055.289036 = -66709014.112960
  nChanged 710
Iteration 95Q (59516.950000 sec): 69 clusters
  Score: Raw -66859296.510652 + Penalty 150055.289036 = -66709241.221616
  nChanged 768
Iteration 96Q (59694.050000 sec): 69 clusters
  Score: Raw -66859485.758413 + Penalty 150055.289036 = -66709430.469377
  nChanged 690
Iteration 97Q (59870.890000 sec): 69 clusters
  Score: Raw -66859616.816740 + Penalty 150055.289036 = -66709561.527704
  nChanged 718
Iteration 98Q (60048.110000 sec): 69 clusters
  Score: Raw -66859746.070667 + Penalty 150055.289036 = -66709690.781632
  nChanged 662
Writing temp clu file 
Because OldScore, -66709561.527704, is greater than current (better) Score,-66709690.781632 
 Compute initial score before splitting:   Score: Raw -66859746.070667 + Penalty 150055.289036 = -66709690.781632
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 1 (6524 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (60048.330000 sec): 2 clusters
  Score: Raw -526024.508758 + Penalty 1427.276982 = -524597.231777
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (60048.450000 sec): 3 clusters
  Score: Raw -522559.200851 + Penalty 2854.553963 = -519704.646887
  nChanged 2710
		SP:Iteration 1F (60048.550000 sec): 3 clusters
  Score: Raw -524295.484841 + Penalty 2854.553963 = -521440.930877
  nChanged 563
		SP:Iteration 2F (60048.660000 sec): 3 clusters
  Score: Raw -524737.453341 + Penalty 2854.553963 = -521882.899378
  nChanged 493
		SP:Iteration 3F (60048.760000 sec): 3 clusters
  Score: Raw -525111.730764 + Penalty 2854.553963 = -522257.176801
  nChanged 415
		SP:Iteration 4F (60048.870000 sec): 3 clusters
  Score: Raw -525541.759359 + Penalty 2854.553963 = -522687.205396
  nChanged 426
		SP:Iteration 5F (60048.980000 sec): 3 clusters
  Score: Raw -526003.909327 + Penalty 2854.553963 = -523149.355364
  nChanged 384
		SP:Iteration 6F (60049.090000 sec): 3 clusters
  Score: Raw -526321.780527 + Penalty 2854.553963 = -523467.226564
  nChanged 296
		SP:Iteration 7Q (60049.190000 sec): 3 clusters
  Score: Raw -526618.390496 + Penalty 2854.553963 = -523763.836533
  nChanged 322
		SP:Iteration 8Q (60049.300000 sec): 3 clusters
  Score: Raw -527044.030424 + Penalty 2854.553963 = -524189.476460
  nChanged 341
		SP:Iteration 9F (60049.410000 sec): 3 clusters
  Score: Raw -527546.587545 + Penalty 2854.553963 = -524692.033581
  nChanged 284
		SP:Iteration 10Q (60049.510000 sec): 3 clusters
  Score: Raw -527850.678395 + Penalty 2854.553963 = -524996.124432
  nChanged 222
		SP:Iteration 11Q (60049.620000 sec): 3 clusters
  Score: Raw -528028.025228 + Penalty 2854.553963 = -525173.471265
  nChanged 180
		SP:Iteration 12Q (60049.720000 sec): 3 clusters
  Score: Raw -528188.736695 + Penalty 2854.553963 = -525334.182732
  nChanged 164
		SP:Iteration 13Q (60049.830000 sec): 3 clusters
  Score: Raw -528361.077746 + Penalty 2854.553963 = -525506.523783
  nChanged 136
		SP:Iteration 14Q (60049.930000 sec): 3 clusters
  Score: Raw -528505.402618 + Penalty 2854.553963 = -525650.848654
  nChanged 110
		SP:Iteration 15Q (60050.030000 sec): 3 clusters
  Score: Raw -528607.598074 + Penalty 2854.553963 = -525753.044110
  nChanged 86
		SP:Iteration 16Q (60050.130000 sec): 3 clusters
  Score: Raw -528650.843105 + Penalty 2854.553963 = -525796.289141
  nChanged 53
		SP:Iteration 17Q (60050.240000 sec): 3 clusters
  Score: Raw -528670.052592 + Penalty 2854.553963 = -525815.498628
  nChanged 27
		SP:Iteration 18Q (60050.340000 sec): 3 clusters
  Score: Raw -528676.696878 + Penalty 2854.553963 = -525822.142915
  nChanged 16
		SP:Iteration 19Q (60050.440000 sec): 3 clusters
  Score: Raw -528679.540768 + Penalty 2854.553963 = -525824.986805
  nChanged 6
		SP:Iteration 20F (60050.560000 sec): 3 clusters
  Score: Raw -528680.525242 + Penalty 2854.553963 = -525825.971278
  nChanged 4
		SP:Iteration 21Q (60050.660000 sec): 3 clusters
  Score: Raw -528681.499603 + Penalty 2854.553963 = -525826.945640
  nChanged 2
		SP:Iteration 22Q (60050.760000 sec): 3 clusters
  Score: Raw -528681.797071 + Penalty 2854.553963 = -525827.243107
  nChanged 3
		SP:Iteration 23Q (60050.870000 sec): 3 clusters
  Score: Raw -528682.350153 + Penalty 2854.553963 = -525827.796189
  nChanged 0
		SP:Iteration 24F (60050.970000 sec): 3 clusters
  Score: Raw -528682.350153 + Penalty 2854.553963 = -525827.796189
  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 5.70 GB.

 Trying to split cluster 2 (132625 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (60051.790000 sec): 2 clusters
  Score: Raw -11867941.433821 + Penalty 1916.733142 = -11866024.700679
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (60052.990000 sec): 3 clusters
  Score: Raw -11780852.116213 + Penalty 3833.466285 = -11777018.649928
  nChanged 63859
		SP:Iteration 1F (60054.150000 sec): 3 clusters
  Score: Raw -11819152.331051 + Penalty 3833.466285 = -11815318.864767
  nChanged 5377
		SP:Iteration 2Q (60055.400000 sec): 3 clusters
  Score: Raw -11821450.044243 + Penalty 3833.466285 = -11817616.577958
  nChanged 6632
		SP:Iteration 3F (60056.580000 sec): 3 clusters
  Score: Raw -11825120.375335 + Penalty 3833.466285 = -11821286.909050
  nChanged 7700
		SP:Iteration 4F (60057.740000 sec): 3 clusters
  Score: Raw -11830045.446320 + Penalty 3833.466285 = -11826211.980036
  nChanged 8475
		SP:Iteration 5F (60058.950000 sec): 3 clusters
  Score: Raw -11835423.561550 + Penalty 3833.466285 = -11831590.095266
  nChanged 8247
		SP:Iteration 6F (60060.130000 sec): 3 clusters
  Score: Raw -11840034.127524 + Penalty 3833.466285 = -11836200.661239
  nChanged 7438
		SP:Iteration 7F (60061.290000 sec): 3 clusters
  Score: Raw -11843737.740023 + Penalty 3833.466285 = -11839904.273738
  nChanged 6515
		SP:Iteration 8Q (60062.510000 sec): 3 clusters
  Score: Raw -11846749.821862 + Penalty 3833.466285 = -11842916.355577
  nChanged 5700
		SP:Iteration 9Q (60063.740000 sec): 3 clusters
  Score: Raw -11849412.469463 + Penalty 3833.466285 = -11845579.003178
  nChanged 5147
		SP:Iteration 10Q (60064.940000 sec): 3 clusters
  Score: Raw -11851957.722101 + Penalty 3833.466285 = -11848124.255817
  nChanged 4951
		SP:Iteration 11Q (60066.190000 sec): 3 clusters
  Score: Raw -11854573.325532 + Penalty 3833.466285 = -11850739.859248
  nChanged 4795
		SP:Iteration 12Q (60067.380000 sec): 3 clusters
  Score: Raw -11857252.301726 + Penalty 3833.466285 = -11853418.835441
  nChanged 4475
		SP:Iteration 13Q (60068.550000 sec): 3 clusters
  Score: Raw -11859793.839011 + Penalty 3833.466285 = -11855960.372726
  nChanged 3871
		SP:Iteration 14Q (60069.700000 sec): 3 clusters
  Score: Raw -11862001.237437 + Penalty 3833.466285 = -11858167.771152
  nChanged 3205
		SP:Iteration 15Q (60070.830000 sec): 3 clusters
  Score: Raw -11863768.706994 + Penalty 3833.466285 = -11859935.240710
  nChanged 2522
		SP:Iteration 16Q (60071.980000 sec): 3 clusters
  Score: Raw -11865114.658703 + Penalty 3833.466285 = -11861281.192419
  nChanged 2007
		SP:Iteration 17Q (60073.120000 sec): 3 clusters
  Score: Raw -11866178.287450 + Penalty 3833.466285 = -11862344.821165
  nChanged 1437
		SP:Iteration 18Q (60074.190000 sec): 3 clusters
  Score: Raw -11866900.160779 + Penalty 3833.466285 = -11863066.694495
  nChanged 1027
		SP:Iteration 19Q (60075.220000 sec): 3 clusters
  Score: Raw -11867401.906130 + Penalty 3833.466285 = -11863568.439845
  nChanged 706
		SP:Iteration 20F (60076.340000 sec): 3 clusters
  Score: Raw -11867733.609312 + Penalty 3833.466285 = -11863900.143027
  nChanged 453
		SP:Iteration 21Q (60077.380000 sec): 3 clusters
  Score: Raw -11867932.295319 + Penalty 3833.466285 = -11864098.829035
  nChanged 315
		SP:Iteration 22Q (60078.440000 sec): 3 clusters
  Score: Raw -11868074.405155 + Penalty 3833.466285 = -11864240.938870
  nChanged 228
		SP:Iteration 23Q (60079.480000 sec): 3 clusters
  Score: Raw -11868175.326488 + Penalty 3833.466285 = -11864341.860204
  nChanged 175
		SP:Iteration 24Q (60080.530000 sec): 3 clusters
  Score: Raw -11868247.642627 + Penalty 3833.466285 = -11864414.176342
  nChanged 132
		SP:Iteration 25Q (60081.570000 sec): 3 clusters
  Score: Raw -11868302.035770 + Penalty 3833.466285 = -11864468.569485
  nChanged 105
		SP:Iteration 26Q (60082.600000 sec): 3 clusters
  Score: Raw -11868345.157821 + Penalty 3833.466285 = -11864511.691536
  nChanged 69
		SP:Iteration 27Q (60083.650000 sec): 3 clusters
  Score: Raw -11868368.794508 + Penalty 3833.466285 = -11864535.328223
  nChanged 51
		SP:Iteration 28Q (60084.690000 sec): 3 clusters
  Score: Raw -11868386.778137 + Penalty 3833.466285 = -11864553.311853
  nChanged 39
		SP:Iteration 29Q (60085.750000 sec): 3 clusters
  Score: Raw -11868401.076542 + Penalty 3833.466285 = -11864567.610258
  nChanged 32
		SP:Iteration 30Q (60086.800000 sec): 3 clusters
  Score: Raw -11868414.660480 + Penalty 3833.466285 = -11864581.194196
  nChanged 35
		SP:Iteration 31Q (60087.860000 sec): 3 clusters
  Score: Raw -11868425.528241 + Penalty 3833.466285 = -11864592.061957
  nChanged 26
		SP:Iteration 32Q (60088.910000 sec): 3 clusters
  Score: Raw -11868433.554572 + Penalty 3833.466285 = -11864600.088287
  nChanged 24
		SP:Iteration 33Q (60089.960000 sec): 3 clusters
  Score: Raw -11868441.820250 + Penalty 3833.466285 = -11864608.353966
  nChanged 21
		SP:Iteration 34Q (60091.010000 sec): 3 clusters
  Score: Raw -11868448.343259 + Penalty 3833.466285 = -11864614.876974
  nChanged 14
		SP:Iteration 35Q (60092.060000 sec): 3 clusters
  Score: Raw -11868452.139104 + Penalty 3833.466285 = -11864618.672819
  nChanged 7
		SP:Iteration 36Q (60093.120000 sec): 3 clusters
  Score: Raw -11868453.986270 + Penalty 3833.466285 = -11864620.519986
  nChanged 8
		SP:Iteration 37Q (60094.170000 sec): 3 clusters
  Score: Raw -11868455.978020 + Penalty 3833.466285 = -11864622.511735
  nChanged 6
		SP:Iteration 38Q (60095.200000 sec): 3 clusters
  Score: Raw -11868457.510851 + Penalty 3833.466285 = -11864624.044566
  nChanged 4
		SP:Iteration 39Q (60096.250000 sec): 3 clusters
  Score: Raw -11868458.483705 + Penalty 3833.466285 = -11864625.017420
  nChanged 4
		SP:Iteration 40F (60097.420000 sec): 3 clusters
  Score: Raw -11868459.093378 + Penalty 3833.466285 = -11864625.627094
  nChanged 2
		SP:Iteration 41Q (60098.470000 sec): 3 clusters
  Score: Raw -11868459.456616 + Penalty 3833.466285 = -11864625.990331
  nChanged 0
		SP:Iteration 42F (60099.640000 sec): 3 clusters
  Score: Raw -11868459.456616 + Penalty 3833.466285 = -11864625.990331
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 3 (5903 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (60099.720000 sec): 2 clusters
  Score: Raw -557949.768931 + Penalty 1411.022596 = -556538.746335
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (60099.870000 sec): 3 clusters
  Score: Raw -554838.438297 + Penalty 2822.045192 = -552016.393105
  nChanged 2341
		SP:Iteration 1F (60099.980000 sec): 3 clusters
  Score: Raw -556115.649939 + Penalty 2822.045192 = -553293.604747
  nChanged 374
		SP:Iteration 2F (60100.090000 sec): 3 clusters
  Score: Raw -556298.687571 + Penalty 2822.045192 = -553476.642379
  nChanged 292
		SP:Iteration 3Q (60100.200000 sec): 3 clusters
  Score: Raw -556434.329258 + Penalty 2822.045192 = -553612.284066
  nChanged 239
		SP:Iteration 4Q (60100.310000 sec): 3 clusters
  Score: Raw -556538.399962 + Penalty 2822.045192 = -553716.354770
  nChanged 224
		SP:Iteration 5Q (60100.420000 sec): 3 clusters
  Score: Raw -556617.949425 + Penalty 2822.045192 = -553795.904233
  nChanged 161
		SP:Iteration 6Q (60100.530000 sec): 3 clusters
  Score: Raw -556679.532395 + Penalty 2822.045192 = -553857.487203
  nChanged 149
		SP:Iteration 7Q (60100.640000 sec): 3 clusters
  Score: Raw -556734.148238 + Penalty 2822.045192 = -553912.103046
  nChanged 145
		SP:Iteration 8Q (60100.750000 sec): 3 clusters
  Score: Raw -556793.348334 + Penalty 2822.045192 = -553971.303142
  nChanged 141
		SP:Iteration 9Q (60100.860000 sec): 3 clusters
  Score: Raw -556846.994514 + Penalty 2822.045192 = -554024.949322
  nChanged 137
		SP:Iteration 10Q (60100.970000 sec): 3 clusters
  Score: Raw -556901.251193 + Penalty 2822.045192 = -554079.206001
  nChanged 135
		SP:Iteration 11Q (60101.080000 sec): 3 clusters
  Score: Raw -556957.068388 + Penalty 2822.045192 = -554135.023196
  nChanged 137
		SP:Iteration 12Q (60101.190000 sec): 3 clusters
  Score: Raw -557022.092509 + Penalty 2822.045192 = -554200.047317
  nChanged 164
		SP:Iteration 13Q (60101.300000 sec): 3 clusters
  Score: Raw -557105.128281 + Penalty 2822.045192 = -554283.083089
  nChanged 149
		SP:Iteration 14Q (60101.410000 sec): 3 clusters
  Score: Raw -557186.982278 + Penalty 2822.045192 = -554364.937086
  nChanged 156
		SP:Iteration 15Q (60101.520000 sec): 3 clusters
  Score: Raw -557273.695746 + Penalty 2822.045192 = -554451.650554
  nChanged 147
		SP:Iteration 16Q (60101.630000 sec): 3 clusters
  Score: Raw -557378.117089 + Penalty 2822.045192 = -554556.071897
  nChanged 173
		SP:Iteration 17Q (60101.740000 sec): 3 clusters
  Score: Raw -557535.397190 + Penalty 2822.045192 = -554713.351998
  nChanged 161
		SP:Iteration 18Q (60101.850000 sec): 3 clusters
  Score: Raw -557686.160723 + Penalty 2822.045192 = -554864.115531
  nChanged 131
		SP:Iteration 19Q (60101.960000 sec): 3 clusters
  Score: Raw -557840.982266 + Penalty 2822.045192 = -555018.937074
  nChanged 121
		SP:Iteration 20F (60102.060000 sec): 3 clusters
  Score: Raw -557980.139096 + Penalty 2822.045192 = -555158.093904
  nChanged 95
		SP:Iteration 21Q (60102.160000 sec): 3 clusters
  Score: Raw -558100.775676 + Penalty 2822.045192 = -555278.730484
  nChanged 67
		SP:Iteration 22Q (60102.260000 sec): 3 clusters
  Score: Raw -558178.857590 + Penalty 2822.045192 = -555356.812398
  nChanged 63
		SP:Iteration 23Q (60102.370000 sec): 3 clusters
  Score: Raw -558239.151027 + Penalty 2822.045192 = -555417.105835
  nChanged 38
		SP:Iteration 24Q (60102.470000 sec): 3 clusters
  Score: Raw -558269.412301 + Penalty 2822.045192 = -555447.367109
  nChanged 27
		SP:Iteration 25Q (60102.560000 sec): 3 clusters
  Score: Raw -558283.915868 + Penalty 2822.045192 = -555461.870676
  nChanged 16
		SP:Iteration 26Q (60102.660000 sec): 3 clusters
  Score: Raw -558293.603913 + Penalty 2822.045192 = -555471.558721
  nChanged 14
		SP:Iteration 27Q (60102.760000 sec): 3 clusters
  Score: Raw -558300.018141 + Penalty 2822.045192 = -555477.972949
  nChanged 9
		SP:Iteration 28Q (60102.860000 sec): 3 clusters
  Score: Raw -558305.863453 + Penalty 2822.045192 = -555483.818261
  nChanged 7
		SP:Iteration 29Q (60102.960000 sec): 3 clusters
  Score: Raw -558309.460620 + Penalty 2822.045192 = -555487.415428
  nChanged 4
		SP:Iteration 30Q (60103.060000 sec): 3 clusters
  Score: Raw -558311.076758 + Penalty 2822.045192 = -555489.031566
  nChanged 5
		SP:Iteration 31Q (60103.160000 sec): 3 clusters
  Score: Raw -558314.227098 + Penalty 2822.045192 = -555492.181906
  nChanged 5
		SP:Iteration 32Q (60103.260000 sec): 3 clusters
  Score: Raw -558316.483425 + Penalty 2822.045192 = -555494.438233
  nChanged 4
		SP:Iteration 33Q (60103.350000 sec): 3 clusters
  Score: Raw -558318.319521 + Penalty 2822.045192 = -555496.274329
  nChanged 2
		SP:Iteration 34Q (60103.450000 sec): 3 clusters
  Score: Raw -558318.650838 + Penalty 2822.045192 = -555496.605646
  nChanged 0
		SP:Iteration 35F (60103.560000 sec): 3 clusters
  Score: Raw -558318.650838 + Penalty 2822.045192 = -555496.605646
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 4 (4532 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (60103.640000 sec): 2 clusters
  Score: Raw -388918.374372 + Penalty 1368.074276 = -387550.300096
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (60103.730000 sec): 3 clusters
  Score: Raw -386597.407425 + Penalty 2736.148552 = -383861.258872
  nChanged 1805
		SP:Iteration 1F (60103.810000 sec): 3 clusters
  Score: Raw -387602.907997 + Penalty 2736.148552 = -384866.759445
  nChanged 336
		SP:Iteration 2F (60103.900000 sec): 3 clusters
  Score: Raw -387795.177871 + Penalty 2736.148552 = -385059.029319
  nChanged 247
		SP:Iteration 3F (60103.980000 sec): 3 clusters
  Score: Raw -387921.416000 + Penalty 2736.148552 = -385185.267448
  nChanged 173
		SP:Iteration 4Q (60104.070000 sec): 3 clusters
  Score: Raw -388000.166071 + Penalty 2736.148552 = -385264.017519
  nChanged 144
		SP:Iteration 5Q (60104.150000 sec): 3 clusters
  Score: Raw -388065.785007 + Penalty 2736.148552 = -385329.636455
  nChanged 133
		SP:Iteration 6Q (60104.240000 sec): 3 clusters
  Score: Raw -388118.792972 + Penalty 2736.148552 = -385382.644420
  nChanged 120
		SP:Iteration 7Q (60104.330000 sec): 3 clusters
  Score: Raw -388167.445258 + Penalty 2736.148552 = -385431.296706
  nChanged 98
		SP:Iteration 8Q (60104.410000 sec): 3 clusters
  Score: Raw -388217.903259 + Penalty 2736.148552 = -385481.754706
  nChanged 119
		SP:Iteration 9Q (60104.500000 sec): 3 clusters
  Score: Raw -388284.873043 + Penalty 2736.148552 = -385548.724491
  nChanged 129
		SP:Iteration 10Q (60104.580000 sec): 3 clusters
  Score: Raw -388376.899248 + Penalty 2736.148552 = -385640.750696
  nChanged 152
		SP:Iteration 11Q (60104.670000 sec): 3 clusters
  Score: Raw -388491.028718 + Penalty 2736.148552 = -385754.880166
  nChanged 172
		SP:Iteration 12Q (60104.750000 sec): 3 clusters
  Score: Raw -388641.964940 + Penalty 2736.148552 = -385905.816388
  nChanged 184
		SP:Iteration 13Q (60104.840000 sec): 3 clusters
  Score: Raw -388828.407965 + Penalty 2736.148552 = -386092.259413
  nChanged 191
		SP:Iteration 14Q (60104.930000 sec): 3 clusters
  Score: Raw -389013.078799 + Penalty 2736.148552 = -386276.930247
  nChanged 175
		SP:Iteration 15Q (60105.010000 sec): 3 clusters
  Score: Raw -389154.832921 + Penalty 2736.148552 = -386418.684369
  nChanged 149
		SP:Iteration 16Q (60105.090000 sec): 3 clusters
  Score: Raw -389270.793277 + Penalty 2736.148552 = -386534.644725
  nChanged 108
		SP:Iteration 17Q (60105.180000 sec): 3 clusters
  Score: Raw -389357.494630 + Penalty 2736.148552 = -386621.346078
  nChanged 93
		SP:Iteration 18Q (60105.260000 sec): 3 clusters
  Score: Raw -389428.928663 + Penalty 2736.148552 = -386692.780110
  nChanged 70
		SP:Iteration 19Q (60105.350000 sec): 3 clusters
  Score: Raw -389482.795040 + Penalty 2736.148552 = -386746.646488
  nChanged 66
		SP:Iteration 20F (60105.430000 sec): 3 clusters
  Score: Raw -389540.492716 + Penalty 2736.148552 = -386804.344164
  nChanged 58
		SP:Iteration 21Q (60105.510000 sec): 3 clusters
  Score: Raw -389584.203882 + Penalty 2736.148552 = -386848.055329
  nChanged 51
		SP:Iteration 22Q (60105.600000 sec): 3 clusters
  Score: Raw -389620.864401 + Penalty 2736.148552 = -386884.715849
  nChanged 44
		SP:Iteration 23Q (60105.680000 sec): 3 clusters
  Score: Raw -389646.910408 + Penalty 2736.148552 = -386910.761856
  nChanged 29
		SP:Iteration 24Q (60105.760000 sec): 3 clusters
  Score: Raw -389660.757907 + Penalty 2736.148552 = -386924.609355
  nChanged 16
		SP:Iteration 25Q (60105.850000 sec): 3 clusters
  Score: Raw -389665.716514 + Penalty 2736.148552 = -386929.567962
  nChanged 9
		SP:Iteration 26Q (60105.930000 sec): 3 clusters
  Score: Raw -389667.719084 + Penalty 2736.148552 = -386931.570531
  nChanged 6
		SP:Iteration 27Q (60106.010000 sec): 3 clusters
  Score: Raw -389669.094878 + Penalty 2736.148552 = -386932.946326
  nChanged 4
		SP:Iteration 28Q (60106.090000 sec): 3 clusters
  Score: Raw -389670.141040 + Penalty 2736.148552 = -386933.992487
  nChanged 4
		SP:Iteration 29Q (60106.170000 sec): 3 clusters
  Score: Raw -389671.146171 + Penalty 2736.148552 = -386934.997618
  nChanged 6
		SP:Iteration 30Q (60106.250000 sec): 3 clusters
  Score: Raw -389672.920131 + Penalty 2736.148552 = -386936.771579
  nChanged 8
		SP:Iteration 31Q (60106.330000 sec): 3 clusters
  Score: Raw -389675.921706 + Penalty 2736.148552 = -386939.773154
  nChanged 6
		SP:Iteration 32Q (60106.420000 sec): 3 clusters
  Score: Raw -389678.041108 + Penalty 2736.148552 = -386941.892556
  nChanged 8
		SP:Iteration 33Q (60106.500000 sec): 3 clusters
  Score: Raw -389680.662944 + Penalty 2736.148552 = -386944.514392
  nChanged 7
		SP:Iteration 34Q (60106.580000 sec): 3 clusters
  Score: Raw -389682.391877 + Penalty 2736.148552 = -386946.243325
  nChanged 4
		SP:Iteration 35Q (60106.660000 sec): 3 clusters
  Score: Raw -389683.172581 + Penalty 2736.148552 = -386947.024029
  nChanged 2
		SP:Iteration 36Q (60106.750000 sec): 3 clusters
  Score: Raw -389683.479037 + Penalty 2736.148552 = -386947.330484
  nChanged 4
		SP:Iteration 37Q (60106.830000 sec): 3 clusters
  Score: Raw -389684.706422 + Penalty 2736.148552 = -386948.557870
  nChanged 0
		SP:Iteration 38F (60106.910000 sec): 3 clusters
  Score: Raw -389684.706422 + Penalty 2736.148552 = -386948.557870
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 5 (8279 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (60107.010000 sec): 2 clusters
  Score: Raw -663064.317219 + Penalty 1465.990088 = -661598.327130
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (60107.150000 sec): 3 clusters
  Score: Raw -658512.694350 + Penalty 2931.980177 = -655580.714173
  nChanged 3522
		SP:Iteration 1F (60107.280000 sec): 3 clusters
  Score: Raw -660940.689844 + Penalty 2931.980177 = -658008.709667
  nChanged 893
		SP:Iteration 2F (60107.420000 sec): 3 clusters
  Score: Raw -662058.553080 + Penalty 2931.980177 = -659126.572903
  nChanged 900
		SP:Iteration 3F (60107.560000 sec): 3 clusters
  Score: Raw -663256.504047 + Penalty 2931.980177 = -660324.523870
  nChanged 790
		SP:Iteration 4F (60107.710000 sec): 3 clusters
  Score: Raw -664456.608879 + Penalty 2931.980177 = -661524.628702
  nChanged 607
		SP:Iteration 5F (60107.850000 sec): 3 clusters
  Score: Raw -665319.509583 + Penalty 2931.980177 = -662387.529406
  nChanged 434
		SP:Iteration 6F (60107.990000 sec): 3 clusters
  Score: Raw -665799.097995 + Penalty 2931.980177 = -662867.117818
  nChanged 292
		SP:Iteration 7Q (60108.130000 sec): 3 clusters
  Score: Raw -666064.244808 + Penalty 2931.980177 = -663132.264631
  nChanged 211
		SP:Iteration 8Q (60108.250000 sec): 3 clusters
  Score: Raw -666251.674448 + Penalty 2931.980177 = -663319.694271
  nChanged 203
		SP:Iteration 9Q (60108.380000 sec): 3 clusters
  Score: Raw -666477.265091 + Penalty 2931.980177 = -663545.284914
  nChanged 202
		SP:Iteration 10Q (60108.520000 sec): 3 clusters
  Score: Raw -666679.401072 + Penalty 2931.980177 = -663747.420896
  nChanged 163
		SP:Iteration 11Q (60108.660000 sec): 3 clusters
  Score: Raw -666826.828830 + Penalty 2931.980177 = -663894.848654
  nChanged 150
		SP:Iteration 12Q (60108.790000 sec): 3 clusters
  Score: Raw -666940.902090 + Penalty 2931.980177 = -664008.921913
  nChanged 137
		SP:Iteration 13Q (60108.930000 sec): 3 clusters
  Score: Raw -667030.059183 + Penalty 2931.980177 = -664098.079006
  nChanged 116
		SP:Iteration 14Q (60109.070000 sec): 3 clusters
  Score: Raw -667095.875814 + Penalty 2931.980177 = -664163.895637
  nChanged 114
		SP:Iteration 15Q (60109.200000 sec): 3 clusters
  Score: Raw -667158.682629 + Penalty 2931.980177 = -664226.702452
  nChanged 93
		SP:Iteration 16Q (60109.330000 sec): 3 clusters
  Score: Raw -667222.038386 + Penalty 2931.980177 = -664290.058209
  nChanged 103
		SP:Iteration 17Q (60109.470000 sec): 3 clusters
  Score: Raw -667280.356780 + Penalty 2931.980177 = -664348.376603
  nChanged 106
		SP:Iteration 18Q (60109.590000 sec): 3 clusters
  Score: Raw -667342.704090 + Penalty 2931.980177 = -664410.723913
  nChanged 114
		SP:Iteration 19Q (60109.710000 sec): 3 clusters
  Score: Raw -667420.549183 + Penalty 2931.980177 = -664488.569006
  nChanged 123
		SP:Iteration 20F (60109.850000 sec): 3 clusters
  Score: Raw -667529.024917 + Penalty 2931.980177 = -664597.044741
  nChanged 129
		SP:Iteration 21Q (60109.990000 sec): 3 clusters
  Score: Raw -667692.558260 + Penalty 2931.980177 = -664760.578083
  nChanged 142
		SP:Iteration 22Q (60110.120000 sec): 3 clusters
  Score: Raw -667920.573662 + Penalty 2931.980177 = -664988.593486
  nChanged 137
		SP:Iteration 23Q (60110.250000 sec): 3 clusters
  Score: Raw -668133.195882 + Penalty 2931.980177 = -665201.215705
  nChanged 72
		SP:Iteration 24Q (60110.390000 sec): 3 clusters
  Score: Raw -668208.755418 + Penalty 2931.980177 = -665276.775241
  nChanged 41
		SP:Iteration 25Q (60110.520000 sec): 3 clusters
  Score: Raw -668220.156177 + Penalty 2931.980177 = -665288.176000
  nChanged 10
		SP:Iteration 26Q (60110.650000 sec): 3 clusters
  Score: Raw -668222.323678 + Penalty 2931.980177 = -665290.343502
  nChanged 4
		SP:Iteration 27Q (60110.780000 sec): 3 clusters
  Score: Raw -668222.813219 + Penalty 2931.980177 = -665290.833042
  nChanged 2
		SP:Iteration 28Q (60110.910000 sec): 3 clusters
  Score: Raw -668223.162062 + Penalty 2931.980177 = -665291.181885
  nChanged 1
		SP:Iteration 29Q (60111.040000 sec): 3 clusters
  Score: Raw -668223.221366 + Penalty 2931.980177 = -665291.241189
  nChanged 1
		SP:Iteration 30Q (60111.170000 sec): 3 clusters
  Score: Raw -668223.331775 + Penalty 2931.980177 = -665291.351598
  nChanged 1
		SP:Iteration 31Q (60111.310000 sec): 3 clusters
  Score: Raw -668223.531679 + Penalty 2931.980177 = -665291.551502
  nChanged 2
		SP:Iteration 32Q (60111.440000 sec): 3 clusters
  Score: Raw -668223.865551 + Penalty 2931.980177 = -665291.885374
  nChanged 0
		SP:Iteration 33F (60111.570000 sec): 3 clusters
  Score: Raw -668223.865551 + Penalty 2931.980177 = -665291.885374
  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 5.70 GB.

 Trying to split cluster 6 (1610 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (60111.630000 sec): 2 clusters
  Score: Raw -120094.651480 + Penalty 1199.898287 = -118894.753193
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (60111.670000 sec): 3 clusters
  Score: Raw -119470.419044 + Penalty 2399.796574 = -117070.622470
  nChanged 540
		SP:Iteration 1F (60111.700000 sec): 3 clusters
  Score: Raw -119893.952094 + Penalty 2399.796574 = -117494.155520
  nChanged 156
		SP:Iteration 2F (60111.730000 sec): 3 clusters
  Score: Raw -120041.965447 + Penalty 2399.796574 = -117642.168873
  nChanged 97
		SP:Iteration 3F (60111.770000 sec): 3 clusters
  Score: Raw -120137.027114 + Penalty 2399.796574 = -117737.230541
  nChanged 69
		SP:Iteration 4Q (60111.810000 sec): 3 clusters
  Score: Raw -120229.888538 + Penalty 2399.796574 = -117830.091964
  nChanged 61
		SP:Iteration 5Q (60111.840000 sec): 3 clusters
  Score: Raw -120319.251538 + Penalty 2399.796574 = -117919.454964
  nChanged 57
		SP:Iteration 6Q (60111.870000 sec): 3 clusters
  Score: Raw -120416.757096 + Penalty 2399.796574 = -118016.960522
  nChanged 68
		SP:Iteration 7Q (60111.900000 sec): 3 clusters
  Score: Raw -120511.461661 + Penalty 2399.796574 = -118111.665088
  nChanged 59
		SP:Iteration 8Q (60111.930000 sec): 3 clusters
  Score: Raw -120573.446163 + Penalty 2399.796574 = -118173.649589
  nChanged 42
		SP:Iteration 9Q (60111.970000 sec): 3 clusters
  Score: Raw -120622.101306 + Penalty 2399.796574 = -118222.304732
  nChanged 43
		SP:Iteration 10Q (60111.990000 sec): 3 clusters
  Score: Raw -120661.176047 + Penalty 2399.796574 = -118261.379473
  nChanged 35
		SP:Iteration 11Q (60112.030000 sec): 3 clusters
  Score: Raw -120687.601135 + Penalty 2399.796574 = -118287.804561
  nChanged 25
		SP:Iteration 12Q (60112.060000 sec): 3 clusters
  Score: Raw -120709.575199 + Penalty 2399.796574 = -118309.778625
  nChanged 22
		SP:Iteration 13Q (60112.090000 sec): 3 clusters
  Score: Raw -120728.107433 + Penalty 2399.796574 = -118328.310859
  nChanged 13
		SP:Iteration 14Q (60112.120000 sec): 3 clusters
  Score: Raw -120736.041554 + Penalty 2399.796574 = -118336.244980
  nChanged 12
		SP:Iteration 15Q (60112.150000 sec): 3 clusters
  Score: Raw -120746.220329 + Penalty 2399.796574 = -118346.423755
  nChanged 16
		SP:Iteration 16Q (60112.180000 sec): 3 clusters
  Score: Raw -120754.182907 + Penalty 2399.796574 = -118354.386333
  nChanged 4
		SP:Iteration 17Q (60112.210000 sec): 3 clusters
  Score: Raw -120757.918312 + Penalty 2399.796574 = -118358.121738
  nChanged 4
		SP:Iteration 18Q (60112.240000 sec): 3 clusters
  Score: Raw -120760.594394 + Penalty 2399.796574 = -118360.797820
  nChanged 3
		SP:Iteration 19Q (60112.270000 sec): 3 clusters
  Score: Raw -120762.535238 + Penalty 2399.796574 = -118362.738665
  nChanged 6
		SP:Iteration 20F (60112.300000 sec): 3 clusters
  Score: Raw -120765.153947 + Penalty 2399.796574 = -118365.357373
  nChanged 5
		SP:Iteration 21Q (60112.330000 sec): 3 clusters
  Score: Raw -120770.826605 + Penalty 2399.796574 = -118371.030031
  nChanged 7
		SP:Iteration 22Q (60112.360000 sec): 3 clusters
  Score: Raw -120777.061713 + Penalty 2399.796574 = -118377.265139
  nChanged 8
		SP:Iteration 23Q (60112.390000 sec): 3 clusters
  Score: Raw -120781.024775 + Penalty 2399.796574 = -118381.228201
  nChanged 4
		SP:Iteration 24Q (60112.420000 sec): 3 clusters
  Score: Raw -120782.552992 + Penalty 2399.796574 = -118382.756418
  nChanged 1
		SP:Iteration 25Q (60112.450000 sec): 3 clusters
  Score: Raw -120783.776410 + Penalty 2399.796574 = -118383.979836
  nChanged 2
		SP:Iteration 26Q (60112.490000 sec): 3 clusters
  Score: Raw -120784.486879 + Penalty 2399.796574 = -118384.690305
  nChanged 2
		SP:Iteration 27Q (60112.510000 sec): 3 clusters
  Score: Raw -120785.746516 + Penalty 2399.796574 = -118385.949942
  nChanged 3
		SP:Iteration 28Q (60112.550000 sec): 3 clusters
  Score: Raw -120786.763465 + Penalty 2399.796574 = -118386.966891
  nChanged 2
		SP:Iteration 29Q (60112.580000 sec): 3 clusters
  Score: Raw -120787.342273 + Penalty 2399.796574 = -118387.545699
  nChanged 2
		SP:Iteration 30Q (60112.610000 sec): 3 clusters
  Score: Raw -120788.262015 + Penalty 2399.796574 = -118388.465441
  nChanged 5
		SP:Iteration 31Q (60112.640000 sec): 3 clusters
  Score: Raw -120791.283125 + Penalty 2399.796574 = -118391.486551
  nChanged 3
		SP:Iteration 32Q (60112.670000 sec): 3 clusters
  Score: Raw -120793.409781 + Penalty 2399.796574 = -118393.613207
  nChanged 6
		SP:Iteration 33Q (60112.700000 sec): 3 clusters
  Score: Raw -120797.147085 + Penalty 2399.796574 = -118397.350511
  nChanged 11
		SP:Iteration 34Q (60112.730000 sec): 3 clusters
  Score: Raw -120806.203590 + Penalty 2399.796574 = -118406.407016
  nChanged 7
		SP:Iteration 35Q (60112.760000 sec): 3 clusters
  Score: Raw -120809.107776 + Penalty 2399.796574 = -118409.311202
  nChanged 5
		SP:Iteration 36Q (60112.790000 sec): 3 clusters
  Score: Raw -120812.443834 + Penalty 2399.796574 = -118412.647260
  nChanged 2
		SP:Iteration 37Q (60112.820000 sec): 3 clusters
  Score: Raw -120812.824563 + Penalty 2399.796574 = -118413.027989
  nChanged 0
		SP:Iteration 38F (60112.850000 sec): 3 clusters
  Score: Raw -120812.824563 + Penalty 2399.796574 = -118413.027989
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 7 (3751 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (60112.930000 sec): 2 clusters
  Score: Raw -302557.494222 + Penalty 1337.338884 = -301220.155338
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (60113.010000 sec): 3 clusters
  Score: Raw -300720.582752 + Penalty 2674.677769 = -298045.904984
  nChanged 1476
		SP:Iteration 1F (60113.090000 sec): 3 clusters
  Score: Raw -301820.460585 + Penalty 2674.677769 = -299145.782817
  nChanged 371
		SP:Iteration 2F (60113.160000 sec): 3 clusters
  Score: Raw -302196.113393 + Penalty 2674.677769 = -299521.435625
  nChanged 288
		SP:Iteration 3F (60113.240000 sec): 3 clusters
  Score: Raw -302476.462757 + Penalty 2674.677769 = -299801.784988
  nChanged 233
		SP:Iteration 4F (60113.310000 sec): 3 clusters
  Score: Raw -302698.898030 + Penalty 2674.677769 = -300024.220261
  nChanged 164
		SP:Iteration 5Q (60113.380000 sec): 3 clusters
  Score: Raw -302820.825702 + Penalty 2674.677769 = -300146.147934
  nChanged 106
		SP:Iteration 6Q (60113.460000 sec): 3 clusters
  Score: Raw -302889.936411 + Penalty 2674.677769 = -300215.258642
  nChanged 97
		SP:Iteration 7Q (60113.530000 sec): 3 clusters
  Score: Raw -302959.483950 + Penalty 2674.677769 = -300284.806181
  nChanged 82
		SP:Iteration 8Q (60113.600000 sec): 3 clusters
  Score: Raw -303008.224246 + Penalty 2674.677769 = -300333.546477
  nChanged 67
		SP:Iteration 9Q (60113.680000 sec): 3 clusters
  Score: Raw -303047.367207 + Penalty 2674.677769 = -300372.689438
  nChanged 55
		SP:Iteration 10Q (60113.750000 sec): 3 clusters
  Score: Raw -303074.350173 + Penalty 2674.677769 = -300399.672404
  nChanged 46
		SP:Iteration 11Q (60113.820000 sec): 3 clusters
  Score: Raw -303095.712213 + Penalty 2674.677769 = -300421.034444
  nChanged 42
		SP:Iteration 12Q (60113.900000 sec): 3 clusters
  Score: Raw -303119.131795 + Penalty 2674.677769 = -300444.454026
  nChanged 47
		SP:Iteration 13Q (60113.970000 sec): 3 clusters
  Score: Raw -303141.750537 + Penalty 2674.677769 = -300467.072768
  nChanged 45
		SP:Iteration 14Q (60114.040000 sec): 3 clusters
  Score: Raw -303164.533492 + Penalty 2674.677769 = -300489.855723
  nChanged 38
		SP:Iteration 15Q (60114.120000 sec): 3 clusters
  Score: Raw -303181.686716 + Penalty 2674.677769 = -300507.008947
  nChanged 24
		SP:Iteration 16Q (60114.190000 sec): 3 clusters
  Score: Raw -303189.957038 + Penalty 2674.677769 = -300515.279269
  nChanged 22
		SP:Iteration 17Q (60114.260000 sec): 3 clusters
  Score: Raw -303197.472254 + Penalty 2674.677769 = -300522.794485
  nChanged 17
		SP:Iteration 18Q (60114.330000 sec): 3 clusters
  Score: Raw -303202.175350 + Penalty 2674.677769 = -300527.497581
  nChanged 12
		SP:Iteration 19Q (60114.410000 sec): 3 clusters
  Score: Raw -303204.553204 + Penalty 2674.677769 = -300529.875435
  nChanged 6
		SP:Iteration 20F (60114.480000 sec): 3 clusters
  Score: Raw -303206.244940 + Penalty 2674.677769 = -300531.567171
  nChanged 5
		SP:Iteration 21Q (60114.560000 sec): 3 clusters
  Score: Raw -303208.867047 + Penalty 2674.677769 = -300534.189279
  nChanged 7
		SP:Iteration 22Q (60114.630000 sec): 3 clusters
  Score: Raw -303212.470109 + Penalty 2674.677769 = -300537.792340
  nChanged 9
		SP:Iteration 23Q (60114.700000 sec): 3 clusters
  Score: Raw -303215.605519 + Penalty 2674.677769 = -300540.927750
  nChanged 4
		SP:Iteration 24Q (60114.780000 sec): 3 clusters
  Score: Raw -303217.580976 + Penalty 2674.677769 = -300542.903207
  nChanged 5
		SP:Iteration 25Q (60114.850000 sec): 3 clusters
  Score: Raw -303219.124381 + Penalty 2674.677769 = -300544.446613
  nChanged 0
		SP:Iteration 26F (60114.920000 sec): 3 clusters
  Score: Raw -303219.124381 + Penalty 2674.677769 = -300544.446613
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 8 (16289 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (60115.090000 sec): 2 clusters
  Score: Raw -1365880.579295 + Penalty 1575.964863 = -1364304.614432
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (60115.370000 sec): 3 clusters
  Score: Raw -1356256.135363 + Penalty 3151.929727 = -1353104.205637
  nChanged 7328
		SP:Iteration 1F (60115.600000 sec): 3 clusters
  Score: Raw -1360782.812098 + Penalty 3151.929727 = -1357630.882372
  nChanged 1086
		SP:Iteration 2F (60115.790000 sec): 3 clusters
  Score: Raw -1361440.276530 + Penalty 3151.929727 = -1358288.346804
  nChanged 1091
		SP:Iteration 3F (60115.990000 sec): 3 clusters
  Score: Raw -1362170.643184 + Penalty 3151.929727 = -1359018.713458
  nChanged 1083
		SP:Iteration 4F (60116.180000 sec): 3 clusters
  Score: Raw -1362826.138876 + Penalty 3151.929727 = -1359674.209149
  nChanged 898
		SP:Iteration 5F (60116.380000 sec): 3 clusters
  Score: Raw -1363292.251145 + Penalty 3151.929727 = -1360140.321419
  nChanged 753
		SP:Iteration 6Q (60116.590000 sec): 3 clusters
  Score: Raw -1363647.544847 + Penalty 3151.929727 = -1360495.615120
  nChanged 648
		SP:Iteration 7Q (60116.860000 sec): 3 clusters
  Score: Raw -1363920.825329 + Penalty 3151.929727 = -1360768.895603
  nChanged 542
		SP:Iteration 8Q (60117.090000 sec): 3 clusters
  Score: Raw -1364143.876981 + Penalty 3151.929727 = -1360991.947254
  nChanged 458
		SP:Iteration 9Q (60117.300000 sec): 3 clusters
  Score: Raw -1364325.944807 + Penalty 3151.929727 = -1361174.015081
  nChanged 421
		SP:Iteration 10Q (60117.510000 sec): 3 clusters
  Score: Raw -1364513.990577 + Penalty 3151.929727 = -1361362.060851
  nChanged 417
		SP:Iteration 11Q (60117.780000 sec): 3 clusters
  Score: Raw -1364730.522548 + Penalty 3151.929727 = -1361578.592821
  nChanged 416
		SP:Iteration 12Q (60117.990000 sec): 3 clusters
  Score: Raw -1364967.138920 + Penalty 3151.929727 = -1361815.209193
  nChanged 398
		SP:Iteration 13Q (60118.190000 sec): 3 clusters
  Score: Raw -1365238.419673 + Penalty 3151.929727 = -1362086.489946
  nChanged 402
		SP:Iteration 14Q (60118.390000 sec): 3 clusters
  Score: Raw -1365516.076051 + Penalty 3151.929727 = -1362364.146325
  nChanged 369
		SP:Iteration 15Q (60118.590000 sec): 3 clusters
  Score: Raw -1365793.185079 + Penalty 3151.929727 = -1362641.255353
  nChanged 359
		SP:Iteration 16Q (60118.850000 sec): 3 clusters
  Score: Raw -1366094.564318 + Penalty 3151.929727 = -1362942.634592
  nChanged 317
		SP:Iteration 17Q (60119.080000 sec): 3 clusters
  Score: Raw -1366355.252002 + Penalty 3151.929727 = -1363203.322276
  nChanged 307
		SP:Iteration 18Q (60119.270000 sec): 3 clusters
  Score: Raw -1366570.595591 + Penalty 3151.929727 = -1363418.665864
  nChanged 270
		SP:Iteration 19Q (60119.470000 sec): 3 clusters
  Score: Raw -1366743.521928 + Penalty 3151.929727 = -1363591.592202
  nChanged 229
		SP:Iteration 20F (60119.660000 sec): 3 clusters
  Score: Raw -1366857.341491 + Penalty 3151.929727 = -1363705.411764
  nChanged 199
		SP:Iteration 21Q (60119.850000 sec): 3 clusters
  Score: Raw -1366941.634291 + Penalty 3151.929727 = -1363789.704564
  nChanged 178
		SP:Iteration 22Q (60120.040000 sec): 3 clusters
  Score: Raw -1367018.869779 + Penalty 3151.929727 = -1363866.940053
  nChanged 164
		SP:Iteration 23Q (60120.230000 sec): 3 clusters
  Score: Raw -1367079.469799 + Penalty 3151.929727 = -1363927.540073
  nChanged 127
		SP:Iteration 24Q (60120.420000 sec): 3 clusters
  Score: Raw -1367119.755518 + Penalty 3151.929727 = -1363967.825791
  nChanged 116
		SP:Iteration 25Q (60120.610000 sec): 3 clusters
  Score: Raw -1367159.139664 + Penalty 3151.929727 = -1364007.209937
  nChanged 110
		SP:Iteration 26Q (60120.790000 sec): 3 clusters
  Score: Raw -1367190.279079 + Penalty 3151.929727 = -1364038.349353
  nChanged 90
		SP:Iteration 27Q (60120.980000 sec): 3 clusters
  Score: Raw -1367215.455841 + Penalty 3151.929727 = -1364063.526115
  nChanged 67
		SP:Iteration 28Q (60121.170000 sec): 3 clusters
  Score: Raw -1367233.512360 + Penalty 3151.929727 = -1364081.582634
  nChanged 60
		SP:Iteration 29Q (60121.350000 sec): 3 clusters
  Score: Raw -1367244.233045 + Penalty 3151.929727 = -1364092.303319
  nChanged 50
		SP:Iteration 30Q (60121.540000 sec): 3 clusters
  Score: Raw -1367254.294038 + Penalty 3151.929727 = -1364102.364311
  nChanged 57
		SP:Iteration 31Q (60121.730000 sec): 3 clusters
  Score: Raw -1367266.381107 + Penalty 3151.929727 = -1364114.451381
  nChanged 59
		SP:Iteration 32Q (60121.910000 sec): 3 clusters
  Score: Raw -1367279.926738 + Penalty 3151.929727 = -1364127.997012
  nChanged 48
		SP:Iteration 33Q (60122.100000 sec): 3 clusters
  Score: Raw -1367292.458731 + Penalty 3151.929727 = -1364140.529004
  nChanged 47
		SP:Iteration 34Q (60122.290000 sec): 3 clusters
  Score: Raw -1367304.341484 + Penalty 3151.929727 = -1364152.411757
  nChanged 51
		SP:Iteration 35Q (60122.480000 sec): 3 clusters
  Score: Raw -1367316.436407 + Penalty 3151.929727 = -1364164.506680
  nChanged 41
		SP:Iteration 36Q (60122.670000 sec): 3 clusters
  Score: Raw -1367324.089110 + Penalty 3151.929727 = -1364172.159383
  nChanged 40
		SP:Iteration 37Q (60122.850000 sec): 3 clusters
  Score: Raw -1367331.882680 + Penalty 3151.929727 = -1364179.952953
  nChanged 43
		SP:Iteration 38Q (60123.040000 sec): 3 clusters
  Score: Raw -1367339.209968 + Penalty 3151.929727 = -1364187.280241
  nChanged 38
		SP:Iteration 39Q (60123.230000 sec): 3 clusters
  Score: Raw -1367346.168848 + Penalty 3151.929727 = -1364194.239122
  nChanged 38
		SP:Iteration 40F (60123.420000 sec): 3 clusters
  Score: Raw -1367353.744281 + Penalty 3151.929727 = -1364201.814554
  nChanged 41
		SP:Iteration 41Q (60123.610000 sec): 3 clusters
  Score: Raw -1367360.560157 + Penalty 3151.929727 = -1364208.630431
  nChanged 30
		SP:Iteration 42Q (60123.790000 sec): 3 clusters
  Score: Raw -1367364.943133 + Penalty 3151.929727 = -1364213.013406
  nChanged 23
		SP:Iteration 43Q (60123.980000 sec): 3 clusters
  Score: Raw -1367368.166185 + Penalty 3151.929727 = -1364216.236459
  nChanged 21
		SP:Iteration 44Q (60124.170000 sec): 3 clusters
  Score: Raw -1367371.544986 + Penalty 3151.929727 = -1364219.615260
  nChanged 28
		SP:Iteration 45Q (60124.360000 sec): 3 clusters
  Score: Raw -1367375.790367 + Penalty 3151.929727 = -1364223.860641
  nChanged 24
		SP:Iteration 46Q (60124.540000 sec): 3 clusters
  Score: Raw -1367379.707267 + Penalty 3151.929727 = -1364227.777541
  nChanged 31
		SP:Iteration 47Q (60124.730000 sec): 3 clusters
  Score: Raw -1367384.961853 + Penalty 3151.929727 = -1364233.032126
  nChanged 45
		SP:Iteration 48Q (60124.910000 sec): 3 clusters
  Score: Raw -1367393.392228 + Penalty 3151.929727 = -1364241.462501
  nChanged 41
		SP:Iteration 49Q (60125.100000 sec): 3 clusters
  Score: Raw -1367401.544849 + Penalty 3151.929727 = -1364249.615123
  nChanged 41
		SP:Iteration 50Q (60125.290000 sec): 3 clusters
  Score: Raw -1367408.932201 + Penalty 3151.929727 = -1364257.002475
  nChanged 46
		SP:Iteration 51Q (60125.470000 sec): 3 clusters
  Score: Raw -1367418.007783 + Penalty 3151.929727 = -1364266.078056
  nChanged 51
		SP:Iteration 52Q (60125.660000 sec): 3 clusters
  Score: Raw -1367427.104439 + Penalty 3151.929727 = -1364275.174713
  nChanged 40
		SP:Iteration 53Q (60125.850000 sec): 3 clusters
  Score: Raw -1367434.227270 + Penalty 3151.929727 = -1364282.297544
  nChanged 40
		SP:Iteration 54Q (60126.030000 sec): 3 clusters
  Score: Raw -1367442.751638 + Penalty 3151.929727 = -1364290.821911
  nChanged 47
		SP:Iteration 55Q (60126.220000 sec): 3 clusters
  Score: Raw -1367452.774076 + Penalty 3151.929727 = -1364300.844349
  nChanged 41
		SP:Iteration 56Q (60126.400000 sec): 3 clusters
  Score: Raw -1367461.153700 + Penalty 3151.929727 = -1364309.223973
  nChanged 53
		SP:Iteration 57Q (60126.590000 sec): 3 clusters
  Score: Raw -1367473.728838 + Penalty 3151.929727 = -1364321.799112
  nChanged 71
		SP:Iteration 58Q (60126.800000 sec): 3 clusters
  Score: Raw -1367492.460678 + Penalty 3151.929727 = -1364340.530951
  nChanged 61
		SP:Iteration 59Q (60126.980000 sec): 3 clusters
  Score: Raw -1367507.332360 + Penalty 3151.929727 = -1364355.402634
  nChanged 71
		SP:Iteration 60F (60127.180000 sec): 3 clusters
  Score: Raw -1367526.399107 + Penalty 3151.929727 = -1364374.469381
  nChanged 79
		SP:Iteration 61Q (60127.370000 sec): 3 clusters
  Score: Raw -1367547.431711 + Penalty 3151.929727 = -1364395.501985
  nChanged 85
		SP:Iteration 62Q (60127.560000 sec): 3 clusters
  Score: Raw -1367566.297572 + Penalty 3151.929727 = -1364414.367845
  nChanged 85
		SP:Iteration 63Q (60127.740000 sec): 3 clusters
  Score: Raw -1367586.342842 + Penalty 3151.929727 = -1364434.413116
  nChanged 83
		SP:Iteration 64Q (60127.920000 sec): 3 clusters
  Score: Raw -1367606.451123 + Penalty 3151.929727 = -1364454.521397
  nChanged 72
		SP:Iteration 65Q (60128.110000 sec): 3 clusters
  Score: Raw -1367624.074877 + Penalty 3151.929727 = -1364472.145151
  nChanged 92
		SP:Iteration 66Q (60128.300000 sec): 3 clusters
  Score: Raw -1367648.718293 + Penalty 3151.929727 = -1364496.788566
  nChanged 90
		SP:Iteration 67Q (60128.480000 sec): 3 clusters
  Score: Raw -1367673.480704 + Penalty 3151.929727 = -1364521.550977
  nChanged 95
		SP:Iteration 68Q (60128.670000 sec): 3 clusters
  Score: Raw -1367700.082879 + Penalty 3151.929727 = -1364548.153152
  nChanged 110
		SP:Iteration 69Q (60128.860000 sec): 3 clusters
  Score: Raw -1367734.061345 + Penalty 3151.929727 = -1364582.131619
  nChanged 113
		SP:Iteration 70Q (60129.040000 sec): 3 clusters
  Score: Raw -1367772.589783 + Penalty 3151.929727 = -1364620.660056
  nChanged 114
		SP:Iteration 71Q (60129.230000 sec): 3 clusters
  Score: Raw -1367807.562230 + Penalty 3151.929727 = -1364655.632504
  nChanged 109
		SP:Iteration 72Q (60129.420000 sec): 3 clusters
  Score: Raw -1367842.680391 + Penalty 3151.929727 = -1364690.750664
  nChanged 110
		SP:Iteration 73Q (60129.600000 sec): 3 clusters
  Score: Raw -1367878.740600 + Penalty 3151.929727 = -1364726.810874
  nChanged 122
		SP:Iteration 74Q (60129.790000 sec): 3 clusters
  Score: Raw -1367922.082553 + Penalty 3151.929727 = -1364770.152826
  nChanged 144
		SP:Iteration 75Q (60129.970000 sec): 3 clusters
  Score: Raw -1367977.063462 + Penalty 3151.929727 = -1364825.133735
  nChanged 152
		SP:Iteration 76Q (60130.160000 sec): 3 clusters
  Score: Raw -1368040.612687 + Penalty 3151.929727 = -1364888.682960
  nChanged 160
		SP:Iteration 77Q (60130.340000 sec): 3 clusters
  Score: Raw -1368122.118067 + Penalty 3151.929727 = -1364970.188340
  nChanged 170
		SP:Iteration 78Q (60130.530000 sec): 3 clusters
  Score: Raw -1368205.034355 + Penalty 3151.929727 = -1365053.104628
  nChanged 166
		SP:Iteration 79Q (60130.720000 sec): 3 clusters
  Score: Raw -1368267.378519 + Penalty 3151.929727 = -1365115.448792
  nChanged 138
		SP:Iteration 80F (60130.920000 sec): 3 clusters
  Score: Raw -1368400.874366 + Penalty 3151.929727 = -1365248.944640
  nChanged 191
		SP:Iteration 81Q (60131.100000 sec): 3 clusters
  Score: Raw -1368558.798830 + Penalty 3151.929727 = -1365406.869103
  nChanged 198
		SP:Iteration 82Q (60131.290000 sec): 3 clusters
  Score: Raw -1368730.501760 + Penalty 3151.929727 = -1365578.572034
  nChanged 215
		SP:Iteration 83Q (60131.480000 sec): 3 clusters
  Score: Raw -1368893.626742 + Penalty 3151.929727 = -1365741.697015
  nChanged 194
		SP:Iteration 84Q (60131.660000 sec): 3 clusters
  Score: Raw -1369010.470671 + Penalty 3151.929727 = -1365858.540944
  nChanged 171
		SP:Iteration 85Q (60131.840000 sec): 3 clusters
  Score: Raw -1369082.613905 + Penalty 3151.929727 = -1365930.684179
  nChanged 155
		SP:Iteration 86Q (60132.050000 sec): 3 clusters
  Score: Raw -1369141.942912 + Penalty 3151.929727 = -1365990.013185
  nChanged 142
		SP:Iteration 87Q (60132.230000 sec): 3 clusters
  Score: Raw -1369189.629922 + Penalty 3151.929727 = -1366037.700195
  nChanged 126
		SP:Iteration 88Q (60132.410000 sec): 3 clusters
  Score: Raw -1369228.262497 + Penalty 3151.929727 = -1366076.332770
  nChanged 117
		SP:Iteration 89Q (60132.590000 sec): 3 clusters
  Score: Raw -1369263.087771 + Penalty 3151.929727 = -1366111.158044
  nChanged 91
		SP:Iteration 90Q (60132.830000 sec): 3 clusters
  Score: Raw -1369287.774862 + Penalty 3151.929727 = -1366135.845136
  nChanged 86
		SP:Iteration 91Q (60133.060000 sec): 3 clusters
  Score: Raw -1369306.956819 + Penalty 3151.929727 = -1366155.027093
  nChanged 65
		SP:Iteration 92Q (60133.270000 sec): 3 clusters
  Score: Raw -1369320.640429 + Penalty 3151.929727 = -1366168.710703
  nChanged 64
		SP:Iteration 93Q (60133.450000 sec): 3 clusters
  Score: Raw -1369334.504435 + Penalty 3151.929727 = -1366182.574709
  nChanged 55
		SP:Iteration 94Q (60133.660000 sec): 3 clusters
  Score: Raw -1369348.035583 + Penalty 3151.929727 = -1366196.105856
  nChanged 50
		SP:Iteration 95Q (60133.840000 sec): 3 clusters
  Score: Raw -1369355.221176 + Penalty 3151.929727 = -1366203.291449
  nChanged 34
		SP:Iteration 96Q (60134.020000 sec): 3 clusters
  Score: Raw -1369360.121167 + Penalty 3151.929727 = -1366208.191441
  nChanged 41
		SP:Iteration 97Q (60134.220000 sec): 3 clusters
  Score: Raw -1369367.480563 + Penalty 3151.929727 = -1366215.550836
  nChanged 49
		SP:Iteration 98Q (60134.400000 sec): 3 clusters
  Score: Raw -1369376.271900 + Penalty 3151.929727 = -1366224.342174
  nChanged 34
		SP:Iteration 99Q (60134.580000 sec): 3 clusters
  Score: Raw -1369381.020072 + Penalty 3151.929727 = -1366229.090346
  nChanged 26
		SP:Iteration 100F (60134.780000 sec): 3 clusters
  Score: Raw -1369387.724833 + Penalty 3151.929727 = -1366235.795106
  nChanged 43
		SP:Iteration 101Q (60134.960000 sec): 3 clusters
  Score: Raw -1369396.022600 + Penalty 3151.929727 = -1366244.092873
  nChanged 46
		SP:Iteration 102Q (60135.140000 sec): 3 clusters
  Score: Raw -1369403.623377 + Penalty 3151.929727 = -1366251.693650
  nChanged 38
		SP:Iteration 103Q (60135.350000 sec): 3 clusters
  Score: Raw -1369409.198365 + Penalty 3151.929727 = -1366257.268638
  nChanged 42
		SP:Iteration 104Q (60135.530000 sec): 3 clusters
  Score: Raw -1369415.165020 + Penalty 3151.929727 = -1366263.235294
  nChanged 30
		SP:Iteration 105Q (60135.710000 sec): 3 clusters
  Score: Raw -1369419.008501 + Penalty 3151.929727 = -1366267.078774
  nChanged 24
		SP:Iteration 106Q (60135.890000 sec): 3 clusters
  Score: Raw -1369422.364890 + Penalty 3151.929727 = -1366270.435163
  nChanged 26
		SP:Iteration 107Q (60136.100000 sec): 3 clusters
  Score: Raw -1369425.521915 + Penalty 3151.929727 = -1366273.592189
  nChanged 20
		SP:Iteration 108Q (60136.280000 sec): 3 clusters
  Score: Raw -1369427.939580 + Penalty 3151.929727 = -1366276.009853
  nChanged 24
		SP:Iteration 109Q (60136.460000 sec): 3 clusters
  Score: Raw -1369430.632040 + Penalty 3151.929727 = -1366278.702314
  nChanged 24
		SP:Iteration 110Q (60136.640000 sec): 3 clusters
  Score: Raw -1369433.107273 + Penalty 3151.929727 = -1366281.177546
  nChanged 10
		SP:Iteration 111Q (60136.850000 sec): 3 clusters
  Score: Raw -1369433.815207 + Penalty 3151.929727 = -1366281.885481
  nChanged 9
		SP:Iteration 112Q (60137.030000 sec): 3 clusters
  Score: Raw -1369434.620066 + Penalty 3151.929727 = -1366282.690340
  nChanged 8
		SP:Iteration 113Q (60137.210000 sec): 3 clusters
  Score: Raw -1369435.493742 + Penalty 3151.929727 = -1366283.564015
  nChanged 17
		SP:Iteration 114Q (60137.390000 sec): 3 clusters
  Score: Raw -1369437.295391 + Penalty 3151.929727 = -1366285.365665
  nChanged 14
		SP:Iteration 115Q (60137.600000 sec): 3 clusters
  Score: Raw -1369438.479927 + Penalty 3151.929727 = -1366286.550201
  nChanged 18
		SP:Iteration 116Q (60137.780000 sec): 3 clusters
  Score: Raw -1369440.810286 + Penalty 3151.929727 = -1366288.880559
  nChanged 24
		SP:Iteration 117Q (60137.960000 sec): 3 clusters
  Score: Raw -1369443.869685 + Penalty 3151.929727 = -1366291.939959
  nChanged 22
		SP:Iteration 118Q (60138.160000 sec): 3 clusters
  Score: Raw -1369446.553735 + Penalty 3151.929727 = -1366294.624008
  nChanged 25
		SP:Iteration 119Q (60138.340000 sec): 3 clusters
  Score: Raw -1369449.806745 + Penalty 3151.929727 = -1366297.877019
  nChanged 26
		SP:Iteration 120F (60138.540000 sec): 3 clusters
  Score: Raw -1369453.522165 + Penalty 3151.929727 = -1366301.592439
  nChanged 20
		SP:Iteration 121Q (60138.720000 sec): 3 clusters
  Score: Raw -1369456.354320 + Penalty 3151.929727 = -1366304.424593
  nChanged 25
		SP:Iteration 122Q (60138.900000 sec): 3 clusters
  Score: Raw -1369459.544137 + Penalty 3151.929727 = -1366307.614410
  nChanged 23
		SP:Iteration 123Q (60139.080000 sec): 3 clusters
  Score: Raw -1369461.909110 + Penalty 3151.929727 = -1366309.979384
  nChanged 17
		SP:Iteration 124Q (60139.290000 sec): 3 clusters
  Score: Raw -1369463.850283 + Penalty 3151.929727 = -1366311.920557
  nChanged 17
		SP:Iteration 125Q (60139.470000 sec): 3 clusters
  Score: Raw -1369465.722335 + Penalty 3151.929727 = -1366313.792608
  nChanged 21
		SP:Iteration 126Q (60139.650000 sec): 3 clusters
  Score: Raw -1369467.649767 + Penalty 3151.929727 = -1366315.720040
  nChanged 11
		SP:Iteration 127Q (60139.830000 sec): 3 clusters
  Score: Raw -1369468.652558 + Penalty 3151.929727 = -1366316.722832
  nChanged 12
		SP:Iteration 128Q (60140.040000 sec): 3 clusters
  Score: Raw -1369469.552669 + Penalty 3151.929727 = -1366317.622943
  nChanged 13
		SP:Iteration 129Q (60140.220000 sec): 3 clusters
  Score: Raw -1369471.055715 + Penalty 3151.929727 = -1366319.125989
  nChanged 19
		SP:Iteration 130Q (60140.400000 sec): 3 clusters
  Score: Raw -1369473.242025 + Penalty 3151.929727 = -1366321.312299
  nChanged 8
		SP:Iteration 131Q (60140.590000 sec): 3 clusters
  Score: Raw -1369473.829845 + Penalty 3151.929727 = -1366321.900118
  nChanged 6
		SP:Iteration 132Q (60140.800000 sec): 3 clusters
  Score: Raw -1369474.293415 + Penalty 3151.929727 = -1366322.363688
  nChanged 3
		SP:Iteration 133Q (60140.980000 sec): 3 clusters
  Score: Raw -1369474.446255 + Penalty 3151.929727 = -1366322.516528
  nChanged 1
		SP:Iteration 134Q (60141.160000 sec): 3 clusters
  Score: Raw -1369474.530579 + Penalty 3151.929727 = -1366322.600852
  nChanged 1
		SP:Iteration 135Q (60141.330000 sec): 3 clusters
  Score: Raw -1369474.660345 + Penalty 3151.929727 = -1366322.730618
  nChanged 3
		SP:Iteration 136Q (60141.540000 sec): 3 clusters
  Score: Raw -1369475.085909 + Penalty 3151.929727 = -1366323.156182
  nChanged 4
		SP:Iteration 137Q (60141.720000 sec): 3 clusters
  Score: Raw -1369475.589364 + Penalty 3151.929727 = -1366323.659638
  nChanged 7
		SP:Iteration 138Q (60141.900000 sec): 3 clusters
  Score: Raw -1369476.287729 + Penalty 3151.929727 = -1366324.358002
  nChanged 5
		SP:Iteration 139Q (60142.110000 sec): 3 clusters
  Score: Raw -1369476.626543 + Penalty 3151.929727 = -1366324.696816
  nChanged 3
		SP:Iteration 140F (60142.310000 sec): 3 clusters
  Score: Raw -1369476.753716 + Penalty 3151.929727 = -1366324.823990
  nChanged 2
		SP:Iteration 141Q (60142.490000 sec): 3 clusters
  Score: Raw -1369476.903034 + Penalty 3151.929727 = -1366324.973308
  nChanged 1
		SP:Iteration 142Q (60142.670000 sec): 3 clusters
  Score: Raw -1369476.919516 + Penalty 3151.929727 = -1366324.989790
  nChanged 0
		SP:Iteration 143F (60142.870000 sec): 3 clusters
  Score: Raw -1369476.919516 + Penalty 3151.929727 = -1366324.989790
  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 5.70 GB.

 Trying to split cluster 9 (5288 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (60142.950000 sec): 2 clusters
  Score: Raw -477926.704147 + Penalty 1393.144249 = -476533.559897
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (60143.050000 sec): 3 clusters
  Score: Raw -475208.531750 + Penalty 2786.288499 = -472422.243251
  nChanged 2141
		SP:Iteration 1F (60143.150000 sec): 3 clusters
  Score: Raw -476406.261863 + Penalty 2786.288499 = -473619.973364
  nChanged 394
		SP:Iteration 2F (60143.250000 sec): 3 clusters
  Score: Raw -476666.898953 + Penalty 2786.288499 = -473880.610454
  nChanged 375
		SP:Iteration 3F (60143.340000 sec): 3 clusters
  Score: Raw -476994.463974 + Penalty 2786.288499 = -474208.175475
  nChanged 387
		SP:Iteration 4F (60143.430000 sec): 3 clusters
  Score: Raw -477383.791080 + Penalty 2786.288499 = -474597.502581
  nChanged 367
		SP:Iteration 5F (60143.530000 sec): 3 clusters
  Score: Raw -477829.364118 + Penalty 2786.288499 = -475043.075619
  nChanged 389
		SP:Iteration 6F (60143.620000 sec): 3 clusters
  Score: Raw -478531.218490 + Penalty 2786.288499 = -475744.929991
  nChanged 383
		SP:Iteration 7F (60143.720000 sec): 3 clusters
  Score: Raw -479339.295380 + Penalty 2786.288499 = -476553.006881
  nChanged 244
		SP:Iteration 8Q (60143.810000 sec): 3 clusters
  Score: Raw -479602.892646 + Penalty 2786.288499 = -476816.604147
  nChanged 164
		SP:Iteration 9Q (60143.910000 sec): 3 clusters
  Score: Raw -479751.030062 + Penalty 2786.288499 = -476964.741563
  nChanged 114
		SP:Iteration 10Q (60144.000000 sec): 3 clusters
  Score: Raw -479821.728842 + Penalty 2786.288499 = -477035.440343
  nChanged 77
		SP:Iteration 11Q (60144.090000 sec): 3 clusters
  Score: Raw -479860.770088 + Penalty 2786.288499 = -477074.481589
  nChanged 59
		SP:Iteration 12Q (60144.190000 sec): 3 clusters
  Score: Raw -479879.969215 + Penalty 2786.288499 = -477093.680716
  nChanged 34
		SP:Iteration 13Q (60144.280000 sec): 3 clusters
  Score: Raw -479893.404973 + Penalty 2786.288499 = -477107.116474
  nChanged 35
		SP:Iteration 14Q (60144.370000 sec): 3 clusters
  Score: Raw -479905.390846 + Penalty 2786.288499 = -477119.102347
  nChanged 29
		SP:Iteration 15Q (60144.470000 sec): 3 clusters
  Score: Raw -479913.155883 + Penalty 2786.288499 = -477126.867384
  nChanged 16
		SP:Iteration 16Q (60144.560000 sec): 3 clusters
  Score: Raw -479917.501727 + Penalty 2786.288499 = -477131.213228
  nChanged 16
		SP:Iteration 17Q (60144.650000 sec): 3 clusters
  Score: Raw -479922.542006 + Penalty 2786.288499 = -477136.253507
  nChanged 16
		SP:Iteration 18Q (60144.750000 sec): 3 clusters
  Score: Raw -479928.352407 + Penalty 2786.288499 = -477142.063908
  nChanged 15
		SP:Iteration 19Q (60144.840000 sec): 3 clusters
  Score: Raw -479933.106354 + Penalty 2786.288499 = -477146.817855
  nChanged 17
		SP:Iteration 20F (60144.940000 sec): 3 clusters
  Score: Raw -479940.501512 + Penalty 2786.288499 = -477154.213013
  nChanged 19
		SP:Iteration 21Q (60145.030000 sec): 3 clusters
  Score: Raw -479948.722417 + Penalty 2786.288499 = -477162.433918
  nChanged 20
		SP:Iteration 22Q (60145.130000 sec): 3 clusters
  Score: Raw -479957.821247 + Penalty 2786.288499 = -477171.532748
  nChanged 22
		SP:Iteration 23Q (60145.220000 sec): 3 clusters
  Score: Raw -479967.347628 + Penalty 2786.288499 = -477181.059129
  nChanged 21
		SP:Iteration 24Q (60145.310000 sec): 3 clusters
  Score: Raw -479977.349879 + Penalty 2786.288499 = -477191.061380
  nChanged 30
		SP:Iteration 25Q (60145.410000 sec): 3 clusters
  Score: Raw -479995.738861 + Penalty 2786.288499 = -477209.450362
  nChanged 27
		SP:Iteration 26Q (60145.500000 sec): 3 clusters
  Score: Raw -480007.449778 + Penalty 2786.288499 = -477221.161279
  nChanged 20
		SP:Iteration 27Q (60145.600000 sec): 3 clusters
  Score: Raw -480017.278526 + Penalty 2786.288499 = -477230.990027
  nChanged 27
		SP:Iteration 28Q (60145.690000 sec): 3 clusters
  Score: Raw -480030.234032 + Penalty 2786.288499 = -477243.945533
  nChanged 35
		SP:Iteration 29Q (60145.780000 sec): 3 clusters
  Score: Raw -480047.245105 + Penalty 2786.288499 = -477260.956606
  nChanged 40
		SP:Iteration 30Q (60145.880000 sec): 3 clusters
  Score: Raw -480071.171936 + Penalty 2786.288499 = -477284.883437
  nChanged 38
		SP:Iteration 31Q (60145.970000 sec): 3 clusters
  Score: Raw -480101.415287 + Penalty 2786.288499 = -477315.126788
  nChanged 55
		SP:Iteration 32Q (60146.060000 sec): 3 clusters
  Score: Raw -480148.663402 + Penalty 2786.288499 = -477362.374903
  nChanged 55
		SP:Iteration 33Q (60146.160000 sec): 3 clusters
  Score: Raw -480188.425272 + Penalty 2786.288499 = -477402.136773
  nChanged 47
		SP:Iteration 34Q (60146.250000 sec): 3 clusters
  Score: Raw -480222.337821 + Penalty 2786.288499 = -477436.049322
  nChanged 46
		SP:Iteration 35Q (60146.340000 sec): 3 clusters
  Score: Raw -480263.323135 + Penalty 2786.288499 = -477477.034636
  nChanged 53
		SP:Iteration 36Q (60146.430000 sec): 3 clusters
  Score: Raw -480304.602816 + Penalty 2786.288499 = -477518.314317
  nChanged 46
		SP:Iteration 37Q (60146.520000 sec): 3 clusters
  Score: Raw -480340.999819 + Penalty 2786.288499 = -477554.711320
  nChanged 38
		SP:Iteration 38Q (60146.610000 sec): 3 clusters
  Score: Raw -480374.136910 + Penalty 2786.288499 = -477587.848411
  nChanged 35
		SP:Iteration 39Q (60146.700000 sec): 3 clusters
  Score: Raw -480410.247851 + Penalty 2786.288499 = -477623.959352
  nChanged 35
		SP:Iteration 40F (60146.800000 sec): 3 clusters
  Score: Raw -480440.256395 + Penalty 2786.288499 = -477653.967896
  nChanged 27
		SP:Iteration 41Q (60146.890000 sec): 3 clusters
  Score: Raw -480462.969903 + Penalty 2786.288499 = -477676.681404
  nChanged 30
		SP:Iteration 42Q (60146.980000 sec): 3 clusters
  Score: Raw -480487.342385 + Penalty 2786.288499 = -477701.053886
  nChanged 25
		SP:Iteration 43Q (60147.060000 sec): 3 clusters
  Score: Raw -480503.933156 + Penalty 2786.288499 = -477717.644657
  nChanged 24
		SP:Iteration 44Q (60147.150000 sec): 3 clusters
  Score: Raw -480518.029266 + Penalty 2786.288499 = -477731.740767
  nChanged 12
		SP:Iteration 45Q (60147.240000 sec): 3 clusters
  Score: Raw -480523.277200 + Penalty 2786.288499 = -477736.988701
  nChanged 11
		SP:Iteration 46Q (60147.330000 sec): 3 clusters
  Score: Raw -480527.096540 + Penalty 2786.288499 = -477740.808041
  nChanged 9
		SP:Iteration 47Q (60147.420000 sec): 3 clusters
  Score: Raw -480531.088094 + Penalty 2786.288499 = -477744.799595
  nChanged 7
		SP:Iteration 48Q (60147.500000 sec): 3 clusters
  Score: Raw -480533.545693 + Penalty 2786.288499 = -477747.257194
  nChanged 11
		SP:Iteration 49Q (60147.590000 sec): 3 clusters
  Score: Raw -480539.281673 + Penalty 2786.288499 = -477752.993174
  nChanged 7
		SP:Iteration 50Q (60147.680000 sec): 3 clusters
  Score: Raw -480543.120900 + Penalty 2786.288499 = -477756.832401
  nChanged 8
		SP:Iteration 51Q (60147.770000 sec): 3 clusters
  Score: Raw -480545.408842 + Penalty 2786.288499 = -477759.120343
  nChanged 2
		SP:Iteration 52Q (60147.860000 sec): 3 clusters
  Score: Raw -480545.805843 + Penalty 2786.288499 = -477759.517344
  nChanged 1
		SP:Iteration 53Q (60147.940000 sec): 3 clusters
  Score: Raw -480546.033367 + Penalty 2786.288499 = -477759.744868
  nChanged 0
		SP:Iteration 54F (60148.040000 sec): 3 clusters
  Score: Raw -480546.033367 + Penalty 2786.288499 = -477759.744868
  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 5.70 GB.

 Trying to split cluster 10 (21937 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (60148.260000 sec): 2 clusters
  Score: Raw -1790580.344508 + Penalty 1624.338623 = -1788956.005885
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (60148.530000 sec): 3 clusters
  Score: Raw -1777256.588463 + Penalty 3248.677246 = -1774007.911217
  nChanged 10041
		SP:Iteration 1F (60148.780000 sec): 3 clusters
  Score: Raw -1783121.403600 + Penalty 3248.677246 = -1779872.726354
  nChanged 1428
		SP:Iteration 2F (60149.060000 sec): 3 clusters
  Score: Raw -1783785.335908 + Penalty 3248.677246 = -1780536.658662
  nChanged 1296
		SP:Iteration 3F (60149.350000 sec): 3 clusters
  Score: Raw -1784425.593897 + Penalty 3248.677246 = -1781176.916651
  nChanged 1273
		SP:Iteration 4F (60149.630000 sec): 3 clusters
  Score: Raw -1785124.737732 + Penalty 3248.677246 = -1781876.060486
  nChanged 1227
		SP:Iteration 5F (60149.910000 sec): 3 clusters
  Score: Raw -1785836.781310 + Penalty 3248.677246 = -1782588.104064
  nChanged 1183
		SP:Iteration 6F (60150.190000 sec): 3 clusters
  Score: Raw -1786486.576867 + Penalty 3248.677246 = -1783237.899621
  nChanged 1043
		SP:Iteration 7Q (60150.480000 sec): 3 clusters
  Score: Raw -1787058.084127 + Penalty 3248.677246 = -1783809.406880
  nChanged 894
		SP:Iteration 8Q (60150.770000 sec): 3 clusters
  Score: Raw -1787565.636024 + Penalty 3248.677246 = -1784316.958778
  nChanged 824
		SP:Iteration 9Q (60151.050000 sec): 3 clusters
  Score: Raw -1788040.750542 + Penalty 3248.677246 = -1784792.073295
  nChanged 732
		SP:Iteration 10Q (60151.330000 sec): 3 clusters
  Score: Raw -1788418.549666 + Penalty 3248.677246 = -1785169.872420
  nChanged 609
		SP:Iteration 11Q (60151.620000 sec): 3 clusters
  Score: Raw -1788694.719342 + Penalty 3248.677246 = -1785446.042096
  nChanged 501
		SP:Iteration 12Q (60151.900000 sec): 3 clusters
  Score: Raw -1788877.913685 + Penalty 3248.677246 = -1785629.236439
  nChanged 416
		SP:Iteration 13Q (60152.190000 sec): 3 clusters
  Score: Raw -1789012.843880 + Penalty 3248.677246 = -1785764.166634
  nChanged 349
		SP:Iteration 14Q (60152.470000 sec): 3 clusters
  Score: Raw -1789121.940847 + Penalty 3248.677246 = -1785873.263601
  nChanged 304
		SP:Iteration 15Q (60152.750000 sec): 3 clusters
  Score: Raw -1789204.246397 + Penalty 3248.677246 = -1785955.569151
  nChanged 251
		SP:Iteration 16Q (60153.020000 sec): 3 clusters
  Score: Raw -1789272.615607 + Penalty 3248.677246 = -1786023.938360
  nChanged 236
		SP:Iteration 17Q (60153.300000 sec): 3 clusters
  Score: Raw -1789336.828683 + Penalty 3248.677246 = -1786088.151436
  nChanged 216
		SP:Iteration 18Q (60153.580000 sec): 3 clusters
  Score: Raw -1789401.330743 + Penalty 3248.677246 = -1786152.653497
  nChanged 215
		SP:Iteration 19Q (60153.830000 sec): 3 clusters
  Score: Raw -1789456.631224 + Penalty 3248.677246 = -1786207.953978
  nChanged 218
		SP:Iteration 20F (60154.120000 sec): 3 clusters
  Score: Raw -1789510.864320 + Penalty 3248.677246 = -1786262.187074
  nChanged 206
		SP:Iteration 21Q (60154.410000 sec): 3 clusters
  Score: Raw -1789560.222768 + Penalty 3248.677246 = -1786311.545521
  nChanged 190
		SP:Iteration 22Q (60154.660000 sec): 3 clusters
  Score: Raw -1789608.230100 + Penalty 3248.677246 = -1786359.552854
  nChanged 187
		SP:Iteration 23Q (60154.950000 sec): 3 clusters
  Score: Raw -1789658.177707 + Penalty 3248.677246 = -1786409.500461
  nChanged 208
		SP:Iteration 24Q (60155.240000 sec): 3 clusters
  Score: Raw -1789715.427113 + Penalty 3248.677246 = -1786466.749867
  nChanged 199
		SP:Iteration 25Q (60155.530000 sec): 3 clusters
  Score: Raw -1789781.640312 + Penalty 3248.677246 = -1786532.963066
  nChanged 234
		SP:Iteration 26Q (60155.810000 sec): 3 clusters
  Score: Raw -1789870.165571 + Penalty 3248.677246 = -1786621.488325
  nChanged 264
		SP:Iteration 27Q (60156.100000 sec): 3 clusters
  Score: Raw -1789961.116179 + Penalty 3248.677246 = -1786712.438933
  nChanged 250
		SP:Iteration 28Q (60156.390000 sec): 3 clusters
  Score: Raw -1790046.305824 + Penalty 3248.677246 = -1786797.628577
  nChanged 219
		SP:Iteration 29Q (60156.630000 sec): 3 clusters
  Score: Raw -1790109.952672 + Penalty 3248.677246 = -1786861.275426
  nChanged 186
		SP:Iteration 30Q (60156.920000 sec): 3 clusters
  Score: Raw -1790164.550320 + Penalty 3248.677246 = -1786915.873074
  nChanged 184
		SP:Iteration 31Q (60157.200000 sec): 3 clusters
  Score: Raw -1790226.046849 + Penalty 3248.677246 = -1786977.369603
  nChanged 170
		SP:Iteration 32Q (60157.490000 sec): 3 clusters
  Score: Raw -1790282.187984 + Penalty 3248.677246 = -1787033.510738
  nChanged 163
		SP:Iteration 33Q (60157.770000 sec): 3 clusters
  Score: Raw -1790325.792017 + Penalty 3248.677246 = -1787077.114770
  nChanged 156
		SP:Iteration 34Q (60158.050000 sec): 3 clusters
  Score: Raw -1790372.581415 + Penalty 3248.677246 = -1787123.904169
  nChanged 172
		SP:Iteration 35Q (60158.330000 sec): 3 clusters
  Score: Raw -1790422.526364 + Penalty 3248.677246 = -1787173.849118
  nChanged 170
		SP:Iteration 36Q (60158.610000 sec): 3 clusters
  Score: Raw -1790475.622572 + Penalty 3248.677246 = -1787226.945326
  nChanged 153
		SP:Iteration 37Q (60158.890000 sec): 3 clusters
  Score: Raw -1790520.573428 + Penalty 3248.677246 = -1787271.896182
  nChanged 145
		SP:Iteration 38Q (60159.160000 sec): 3 clusters
  Score: Raw -1790563.391259 + Penalty 3248.677246 = -1787314.714013
  nChanged 151
		SP:Iteration 39Q (60159.430000 sec): 3 clusters
  Score: Raw -1790611.103869 + Penalty 3248.677246 = -1787362.426623
  nChanged 134
		SP:Iteration 40F (60159.690000 sec): 3 clusters
  Score: Raw -1790648.405196 + Penalty 3248.677246 = -1787399.727950
  nChanged 116
		SP:Iteration 41Q (60159.930000 sec): 3 clusters
  Score: Raw -1790680.776990 + Penalty 3248.677246 = -1787432.099744
  nChanged 120
		SP:Iteration 42Q (60160.190000 sec): 3 clusters
  Score: Raw -1790717.502611 + Penalty 3248.677246 = -1787468.825365
  nChanged 108
		SP:Iteration 43Q (60160.430000 sec): 3 clusters
  Score: Raw -1790760.179077 + Penalty 3248.677246 = -1787511.501831
  nChanged 124
		SP:Iteration 44Q (60160.710000 sec): 3 clusters
  Score: Raw -1790817.728340 + Penalty 3248.677246 = -1787569.051093
  nChanged 146
		SP:Iteration 45Q (60160.990000 sec): 3 clusters
  Score: Raw -1790892.262181 + Penalty 3248.677246 = -1787643.584934
  nChanged 143
		SP:Iteration 46Q (60161.230000 sec): 3 clusters
  Score: Raw -1790960.999049 + Penalty 3248.677246 = -1787712.321803
  nChanged 126
		SP:Iteration 47Q (60161.470000 sec): 3 clusters
  Score: Raw -1791017.709049 + Penalty 3248.677246 = -1787769.031803
  nChanged 131
		SP:Iteration 48Q (60161.710000 sec): 3 clusters
  Score: Raw -1791087.737544 + Penalty 3248.677246 = -1787839.060298
  nChanged 118
		SP:Iteration 49Q (60161.990000 sec): 3 clusters
  Score: Raw -1791165.059717 + Penalty 3248.677246 = -1787916.382471
  nChanged 124
		SP:Iteration 50Q (60162.260000 sec): 3 clusters
  Score: Raw -1791245.267710 + Penalty 3248.677246 = -1787996.590464
  nChanged 99
		SP:Iteration 51Q (60162.500000 sec): 3 clusters
  Score: Raw -1791296.626106 + Penalty 3248.677246 = -1788047.948860
  nChanged 75
		SP:Iteration 52Q (60162.730000 sec): 3 clusters
  Score: Raw -1791324.502855 + Penalty 3248.677246 = -1788075.825609
  nChanged 51
		SP:Iteration 53Q (60162.970000 sec): 3 clusters
  Score: Raw -1791339.522964 + Penalty 3248.677246 = -1788090.845718
  nChanged 34
		SP:Iteration 54Q (60163.230000 sec): 3 clusters
  Score: Raw -1791350.721825 + Penalty 3248.677246 = -1788102.044578
  nChanged 30
		SP:Iteration 55Q (60163.470000 sec): 3 clusters
  Score: Raw -1791358.809348 + Penalty 3248.677246 = -1788110.132102
  nChanged 18
		SP:Iteration 56Q (60163.730000 sec): 3 clusters
  Score: Raw -1791363.895749 + Penalty 3248.677246 = -1788115.218503
  nChanged 18
		SP:Iteration 57Q (60163.960000 sec): 3 clusters
  Score: Raw -1791368.684975 + Penalty 3248.677246 = -1788120.007729
  nChanged 15
		SP:Iteration 58Q (60164.240000 sec): 3 clusters
  Score: Raw -1791373.583990 + Penalty 3248.677246 = -1788124.906744
  nChanged 15
		SP:Iteration 59Q (60164.510000 sec): 3 clusters
  Score: Raw -1791376.625778 + Penalty 3248.677246 = -1788127.948532
  nChanged 13
		SP:Iteration 60F (60164.770000 sec): 3 clusters
  Score: Raw -1791379.887200 + Penalty 3248.677246 = -1788131.209953
  nChanged 13
		SP:Iteration 61Q (60165.010000 sec): 3 clusters
  Score: Raw -1791382.861734 + Penalty 3248.677246 = -1788134.184488
  nChanged 13
		SP:Iteration 62Q (60165.240000 sec): 3 clusters
  Score: Raw -1791386.127900 + Penalty 3248.677246 = -1788137.450654
  nChanged 5
		SP:Iteration 63Q (60165.510000 sec): 3 clusters
  Score: Raw -1791387.287911 + Penalty 3248.677246 = -1788138.610665
  nChanged 5
		SP:Iteration 64Q (60165.750000 sec): 3 clusters
  Score: Raw -1791388.238506 + Penalty 3248.677246 = -1788139.561260
  nChanged 2
		SP:Iteration 65Q (60165.990000 sec): 3 clusters
  Score: Raw -1791388.642581 + Penalty 3248.677246 = -1788139.965335
  nChanged 6
		SP:Iteration 66Q (60166.230000 sec): 3 clusters
  Score: Raw -1791389.712560 + Penalty 3248.677246 = -1788141.035314
  nChanged 2
		SP:Iteration 67Q (60166.500000 sec): 3 clusters
  Score: Raw -1791390.014265 + Penalty 3248.677246 = -1788141.337019
  nChanged 0
		SP:Iteration 68F (60166.800000 sec): 3 clusters
  Score: Raw -1791390.014265 + Penalty 3248.677246 = -1788141.337019
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 11 (5562 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (60166.880000 sec): 2 clusters
  Score: Raw -441970.546349 + Penalty 1401.353368 = -440569.192981
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (60166.990000 sec): 3 clusters
  Score: Raw -439082.793030 + Penalty 2802.706736 = -436280.086293
  nChanged 2370
		SP:Iteration 1F (60167.100000 sec): 3 clusters
  Score: Raw -441272.299141 + Penalty 2802.706736 = -438469.592405
  nChanged 717
		SP:Iteration 2F (60167.200000 sec): 3 clusters
  Score: Raw -442196.982290 + Penalty 2802.706736 = -439394.275554
  nChanged 544
		SP:Iteration 3F (60167.300000 sec): 3 clusters
  Score: Raw -442817.236658 + Penalty 2802.706736 = -440014.529921
  nChanged 377
		SP:Iteration 4F (60167.410000 sec): 3 clusters
  Score: Raw -443185.579652 + Penalty 2802.706736 = -440382.872916
  nChanged 256
		SP:Iteration 5Q (60167.510000 sec): 3 clusters
  Score: Raw -443380.145815 + Penalty 2802.706736 = -440577.439079
  nChanged 165
		SP:Iteration 6Q (60167.620000 sec): 3 clusters
  Score: Raw -443459.394528 + Penalty 2802.706736 = -440656.687792
  nChanged 84
		SP:Iteration 7Q (60167.720000 sec): 3 clusters
  Score: Raw -443488.557199 + Penalty 2802.706736 = -440685.850463
  nChanged 45
		SP:Iteration 8Q (60167.820000 sec): 3 clusters
  Score: Raw -443498.741452 + Penalty 2802.706736 = -440696.034715
  nChanged 25
		SP:Iteration 9Q (60167.930000 sec): 3 clusters
  Score: Raw -443505.430788 + Penalty 2802.706736 = -440702.724052
  nChanged 26
		SP:Iteration 10Q (60168.030000 sec): 3 clusters
  Score: Raw -443511.284034 + Penalty 2802.706736 = -440708.577298
  nChanged 22
		SP:Iteration 11Q (60168.130000 sec): 3 clusters
  Score: Raw -443517.849864 + Penalty 2802.706736 = -440715.143127
  nChanged 22
		SP:Iteration 12Q (60168.240000 sec): 3 clusters
  Score: Raw -443522.363293 + Penalty 2802.706736 = -440719.656557
  nChanged 15
		SP:Iteration 13Q (60168.340000 sec): 3 clusters
  Score: Raw -443525.989047 + Penalty 2802.706736 = -440723.282310
  nChanged 16
		SP:Iteration 14Q (60168.440000 sec): 3 clusters
  Score: Raw -443529.445426 + Penalty 2802.706736 = -440726.738690
  nChanged 12
		SP:Iteration 15Q (60168.550000 sec): 3 clusters
  Score: Raw -443531.988349 + Penalty 2802.706736 = -440729.281613
  nChanged 14
		SP:Iteration 16Q (60168.650000 sec): 3 clusters
  Score: Raw -443534.718203 + Penalty 2802.706736 = -440732.011466
  nChanged 11
		SP:Iteration 17Q (60168.750000 sec): 3 clusters
  Score: Raw -443537.146969 + Penalty 2802.706736 = -440734.440232
  nChanged 11
		SP:Iteration 18Q (60168.860000 sec): 3 clusters
  Score: Raw -443538.660782 + Penalty 2802.706736 = -440735.954046
  nChanged 4
		SP:Iteration 19Q (60168.960000 sec): 3 clusters
  Score: Raw -443539.198997 + Penalty 2802.706736 = -440736.492261
  nChanged 2
		SP:Iteration 20F (60169.060000 sec): 3 clusters
  Score: Raw -443539.472806 + Penalty 2802.706736 = -440736.766070
  nChanged 1
		SP:Iteration 21Q (60169.170000 sec): 3 clusters
  Score: Raw -443539.577672 + Penalty 2802.706736 = -440736.870936
  nChanged 0
		SP:Iteration 22F (60169.270000 sec): 3 clusters
  Score: Raw -443539.577672 + Penalty 2802.706736 = -440736.870936
  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 5.70 GB.

 Trying to split cluster 12 (10636 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (60169.390000 sec): 2 clusters
  Score: Raw -945260.633754 + Penalty 1506.699960 = -943753.933794
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (60169.590000 sec): 3 clusters
  Score: Raw -939169.023239 + Penalty 3013.399920 = -936155.623319
  nChanged 4645
		SP:Iteration 1F (60169.740000 sec): 3 clusters
  Score: Raw -941649.427680 + Penalty 3013.399920 = -938636.027760
  nChanged 571
		SP:Iteration 2F (60169.880000 sec): 3 clusters
  Score: Raw -941885.865963 + Penalty 3013.399920 = -938872.466044
  nChanged 500
		SP:Iteration 3Q (60170.060000 sec): 3 clusters
  Score: Raw -942089.762182 + Penalty 3013.399920 = -939076.362263
  nChanged 451
		SP:Iteration 4Q (60170.220000 sec): 3 clusters
  Score: Raw -942293.351708 + Penalty 3013.399920 = -939279.951789
  nChanged 452
		SP:Iteration 5Q (60170.400000 sec): 3 clusters
  Score: Raw -942485.700103 + Penalty 3013.399920 = -939472.300183
  nChanged 414
		SP:Iteration 6Q (60170.560000 sec): 3 clusters
  Score: Raw -942663.669808 + Penalty 3013.399920 = -939650.269888
  nChanged 390
		SP:Iteration 7Q (60170.740000 sec): 3 clusters
  Score: Raw -942816.578959 + Penalty 3013.399920 = -939803.179039
  nChanged 356
		SP:Iteration 8Q (60170.900000 sec): 3 clusters
  Score: Raw -942967.955720 + Penalty 3013.399920 = -939954.555801
  nChanged 379
		SP:Iteration 9Q (60171.070000 sec): 3 clusters
  Score: Raw -943125.973244 + Penalty 3013.399920 = -940112.573325
  nChanged 381
		SP:Iteration 10Q (60171.240000 sec): 3 clusters
  Score: Raw -943271.843168 + Penalty 3013.399920 = -940258.443248
  nChanged 309
		SP:Iteration 11Q (60171.390000 sec): 3 clusters
  Score: Raw -943397.533328 + Penalty 3013.399920 = -940384.133409
  nChanged 277
		SP:Iteration 12Q (60171.580000 sec): 3 clusters
  Score: Raw -943508.723790 + Penalty 3013.399920 = -940495.323871
  nChanged 272
		SP:Iteration 13Q (60171.740000 sec): 3 clusters
  Score: Raw -943624.725849 + Penalty 3013.399920 = -940611.325929
  nChanged 297
		SP:Iteration 14Q (60171.910000 sec): 3 clusters
  Score: Raw -943763.554689 + Penalty 3013.399920 = -940750.154769
  nChanged 297
		SP:Iteration 15Q (60172.070000 sec): 3 clusters
  Score: Raw -943909.663273 + Penalty 3013.399920 = -940896.263354
  nChanged 300
		SP:Iteration 16Q (60172.250000 sec): 3 clusters
  Score: Raw -944059.632157 + Penalty 3013.399920 = -941046.232238
  nChanged 279
		SP:Iteration 17Q (60172.420000 sec): 3 clusters
  Score: Raw -944190.006907 + Penalty 3013.399920 = -941176.606987
  nChanged 264
		SP:Iteration 18Q (60172.570000 sec): 3 clusters
  Score: Raw -944311.648460 + Penalty 3013.399920 = -941298.248540
  nChanged 256
		SP:Iteration 19Q (60172.750000 sec): 3 clusters
  Score: Raw -944419.177832 + Penalty 3013.399920 = -941405.777913
  nChanged 226
		SP:Iteration 20F (60172.900000 sec): 3 clusters
  Score: Raw -944506.276422 + Penalty 3013.399920 = -941492.876502
  nChanged 217
		SP:Iteration 21Q (60173.070000 sec): 3 clusters
  Score: Raw -944596.309236 + Penalty 3013.399920 = -941582.909316
  nChanged 197
		SP:Iteration 22Q (60173.230000 sec): 3 clusters
  Score: Raw -944674.760391 + Penalty 3013.399920 = -941661.360471
  nChanged 181
		SP:Iteration 23Q (60173.380000 sec): 3 clusters
  Score: Raw -944741.775798 + Penalty 3013.399920 = -941728.375878
  nChanged 168
		SP:Iteration 24Q (60173.550000 sec): 3 clusters
  Score: Raw -944806.628880 + Penalty 3013.399920 = -941793.228961
  nChanged 181
		SP:Iteration 25Q (60173.700000 sec): 3 clusters
  Score: Raw -944881.526043 + Penalty 3013.399920 = -941868.126123
  nChanged 182
		SP:Iteration 26Q (60173.860000 sec): 3 clusters
  Score: Raw -944957.210888 + Penalty 3013.399920 = -941943.810968
  nChanged 171
		SP:Iteration 27Q (60174.050000 sec): 3 clusters
  Score: Raw -945033.254041 + Penalty 3013.399920 = -942019.854121
  nChanged 146
		SP:Iteration 28Q (60174.200000 sec): 3 clusters
  Score: Raw -945101.243507 + Penalty 3013.399920 = -942087.843588
  nChanged 155
		SP:Iteration 29Q (60174.360000 sec): 3 clusters
  Score: Raw -945174.057997 + Penalty 3013.399920 = -942160.658077
  nChanged 133
		SP:Iteration 30Q (60174.520000 sec): 3 clusters
  Score: Raw -945243.040372 + Penalty 3013.399920 = -942229.640453
  nChanged 135
		SP:Iteration 31Q (60174.670000 sec): 3 clusters
  Score: Raw -945316.473297 + Penalty 3013.399920 = -942303.073378
  nChanged 116
		SP:Iteration 32Q (60174.840000 sec): 3 clusters
  Score: Raw -945375.190163 + Penalty 3013.399920 = -942361.790243
  nChanged 100
		SP:Iteration 33Q (60174.990000 sec): 3 clusters
  Score: Raw -945427.194780 + Penalty 3013.399920 = -942413.794861
  nChanged 88
		SP:Iteration 34Q (60175.150000 sec): 3 clusters
  Score: Raw -945472.051463 + Penalty 3013.399920 = -942458.651543
  nChanged 73
		SP:Iteration 35Q (60175.320000 sec): 3 clusters
  Score: Raw -945516.030863 + Penalty 3013.399920 = -942502.630943
  nChanged 66
		SP:Iteration 36Q (60175.470000 sec): 3 clusters
  Score: Raw -945563.999698 + Penalty 3013.399920 = -942550.599778
  nChanged 67
		SP:Iteration 37Q (60175.630000 sec): 3 clusters
  Score: Raw -945624.194263 + Penalty 3013.399920 = -942610.794343
  nChanged 64
		SP:Iteration 38Q (60175.810000 sec): 3 clusters
  Score: Raw -945693.916360 + Penalty 3013.399920 = -942680.516440
  nChanged 56
		SP:Iteration 39Q (60175.950000 sec): 3 clusters
  Score: Raw -945788.067914 + Penalty 3013.399920 = -942774.667995
  nChanged 58
		SP:Iteration 40F (60176.120000 sec): 3 clusters
  Score: Raw -945887.047895 + Penalty 3013.399920 = -942873.647975
  nChanged 44
		SP:Iteration 41Q (60176.270000 sec): 3 clusters
  Score: Raw -945986.970884 + Penalty 3013.399920 = -942973.570964
  nChanged 47
		SP:Iteration 42Q (60176.410000 sec): 3 clusters
  Score: Raw -946026.331172 + Penalty 3013.399920 = -943012.931252
  nChanged 46
		SP:Iteration 43Q (60176.560000 sec): 3 clusters
  Score: Raw -946046.018700 + Penalty 3013.399920 = -943032.618780
  nChanged 32
		SP:Iteration 44Q (60176.740000 sec): 3 clusters
  Score: Raw -946058.467009 + Penalty 3013.399920 = -943045.067090
  nChanged 16
		SP:Iteration 45Q (60176.880000 sec): 3 clusters
  Score: Raw -946066.726146 + Penalty 3013.399920 = -943053.326227
  nChanged 14
		SP:Iteration 46Q (60177.040000 sec): 3 clusters
  Score: Raw -946071.472312 + Penalty 3013.399920 = -943058.072393
  nChanged 9
		SP:Iteration 47Q (60177.210000 sec): 3 clusters
  Score: Raw -946074.237076 + Penalty 3013.399920 = -943060.837156
  nChanged 6
		SP:Iteration 48Q (60177.350000 sec): 3 clusters
  Score: Raw -946078.269831 + Penalty 3013.399920 = -943064.869912
  nChanged 10
		SP:Iteration 49Q (60177.500000 sec): 3 clusters
  Score: Raw -946082.020980 + Penalty 3013.399920 = -943068.621061
  nChanged 8
		SP:Iteration 50Q (60177.680000 sec): 3 clusters
  Score: Raw -946083.970248 + Penalty 3013.399920 = -943070.570329
  nChanged 6
		SP:Iteration 51Q (60177.820000 sec): 3 clusters
  Score: Raw -946085.446010 + Penalty 3013.399920 = -943072.046090
  nChanged 7
		SP:Iteration 52Q (60177.980000 sec): 3 clusters
  Score: Raw -946087.175711 + Penalty 3013.399920 = -943073.775791
  nChanged 5
		SP:Iteration 53Q (60178.160000 sec): 3 clusters
  Score: Raw -946088.525075 + Penalty 3013.399920 = -943075.125155
  nChanged 3
		SP:Iteration 54Q (60178.300000 sec): 3 clusters
  Score: Raw -946089.816528 + Penalty 3013.399920 = -943076.416608
  nChanged 6
		SP:Iteration 55Q (60178.450000 sec): 3 clusters
  Score: Raw -946091.650120 + Penalty 3013.399920 = -943078.250200
  nChanged 5
		SP:Iteration 56Q (60178.630000 sec): 3 clusters
  Score: Raw -946092.725720 + Penalty 3013.399920 = -943079.325800
  nChanged 4
		SP:Iteration 57Q (60178.770000 sec): 3 clusters
  Score: Raw -946093.863406 + Penalty 3013.399920 = -943080.463487
  nChanged 3
		SP:Iteration 58Q (60178.920000 sec): 3 clusters
  Score: Raw -946094.595707 + Penalty 3013.399920 = -943081.195788
  nChanged 0
		SP:Iteration 59F (60179.110000 sec): 3 clusters
  Score: Raw -946094.595707 + Penalty 3013.399920 = -943081.195788
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 13 (11809 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (60179.230000 sec): 2 clusters
  Score: Raw -1070883.908291 + Penalty 1523.700300 = -1069360.207991
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (60179.400000 sec): 3 clusters
  Score: Raw -1064095.391665 + Penalty 3047.400600 = -1061047.991064
  nChanged 5191
		SP:Iteration 1F (60179.580000 sec): 3 clusters
  Score: Raw -1067349.313866 + Penalty 3047.400600 = -1064301.913265
  nChanged 1100
		SP:Iteration 2F (60179.740000 sec): 3 clusters
  Score: Raw -1068582.800880 + Penalty 3047.400600 = -1065535.400280
  nChanged 1302
		SP:Iteration 3F (60179.920000 sec): 3 clusters
  Score: Raw -1070139.988594 + Penalty 3047.400600 = -1067092.587993
  nChanged 1138
		SP:Iteration 4F (60180.080000 sec): 3 clusters
  Score: Raw -1071311.116529 + Penalty 3047.400600 = -1068263.715929
  nChanged 773
		SP:Iteration 5F (60180.270000 sec): 3 clusters
  Score: Raw -1071862.173601 + Penalty 3047.400600 = -1068814.773001
  nChanged 469
		SP:Iteration 6Q (60180.440000 sec): 3 clusters
  Score: Raw -1072075.092659 + Penalty 3047.400600 = -1069027.692059
  nChanged 277
		SP:Iteration 7Q (60180.620000 sec): 3 clusters
  Score: Raw -1072173.537948 + Penalty 3047.400600 = -1069126.137348
  nChanged 197
		SP:Iteration 8Q (60180.800000 sec): 3 clusters
  Score: Raw -1072227.655319 + Penalty 3047.400600 = -1069180.254719
  nChanged 149
		SP:Iteration 9Q (60180.970000 sec): 3 clusters
  Score: Raw -1072266.050990 + Penalty 3047.400600 = -1069218.650389
  nChanged 124
		SP:Iteration 10Q (60181.160000 sec): 3 clusters
  Score: Raw -1072292.798390 + Penalty 3047.400600 = -1069245.397789
  nChanged 109
		SP:Iteration 11Q (60181.330000 sec): 3 clusters
  Score: Raw -1072313.889121 + Penalty 3047.400600 = -1069266.488521
  nChanged 93
		SP:Iteration 12Q (60181.520000 sec): 3 clusters
  Score: Raw -1072329.882321 + Penalty 3047.400600 = -1069282.481721
  nChanged 88
		SP:Iteration 13Q (60181.700000 sec): 3 clusters
  Score: Raw -1072344.321142 + Penalty 3047.400600 = -1069296.920542
  nChanged 66
		SP:Iteration 14Q (60181.860000 sec): 3 clusters
  Score: Raw -1072354.941459 + Penalty 3047.400600 = -1069307.540858
  nChanged 61
		SP:Iteration 15Q (60182.050000 sec): 3 clusters
  Score: Raw -1072364.612034 + Penalty 3047.400600 = -1069317.211434
  nChanged 61
		SP:Iteration 16Q (60182.220000 sec): 3 clusters
  Score: Raw -1072373.774140 + Penalty 3047.400600 = -1069326.373540
  nChanged 47
		SP:Iteration 17Q (60182.390000 sec): 3 clusters
  Score: Raw -1072381.616897 + Penalty 3047.400600 = -1069334.216297
  nChanged 52
		SP:Iteration 18Q (60182.560000 sec): 3 clusters
  Score: Raw -1072389.864938 + Penalty 3047.400600 = -1069342.464337
  nChanged 42
		SP:Iteration 19Q (60182.760000 sec): 3 clusters
  Score: Raw -1072396.768847 + Penalty 3047.400600 = -1069349.368247
  nChanged 54
		SP:Iteration 20F (60182.920000 sec): 3 clusters
  Score: Raw -1072404.673894 + Penalty 3047.400600 = -1069357.273294
  nChanged 43
		SP:Iteration 21Q (60183.100000 sec): 3 clusters
  Score: Raw -1072410.438073 + Penalty 3047.400600 = -1069363.037473
  nChanged 46
		SP:Iteration 22Q (60183.280000 sec): 3 clusters
  Score: Raw -1072417.605585 + Penalty 3047.400600 = -1069370.204985
  nChanged 54
		SP:Iteration 23Q (60183.440000 sec): 3 clusters
  Score: Raw -1072425.063756 + Penalty 3047.400600 = -1069377.663155
  nChanged 50
		SP:Iteration 24Q (60183.630000 sec): 3 clusters
  Score: Raw -1072433.060194 + Penalty 3047.400600 = -1069385.659594
  nChanged 60
		SP:Iteration 25Q (60183.790000 sec): 3 clusters
  Score: Raw -1072443.916679 + Penalty 3047.400600 = -1069396.516078
  nChanged 62
		SP:Iteration 26Q (60183.980000 sec): 3 clusters
  Score: Raw -1072454.323619 + Penalty 3047.400600 = -1069406.923018
  nChanged 65
		SP:Iteration 27Q (60184.150000 sec): 3 clusters
  Score: Raw -1072465.774232 + Penalty 3047.400600 = -1069418.373632
  nChanged 60
		SP:Iteration 28Q (60184.350000 sec): 3 clusters
  Score: Raw -1072475.974923 + Penalty 3047.400600 = -1069428.574323
  nChanged 49
		SP:Iteration 29Q (60184.520000 sec): 3 clusters
  Score: Raw -1072483.391972 + Penalty 3047.400600 = -1069435.991372
  nChanged 43
		SP:Iteration 30Q (60184.680000 sec): 3 clusters
  Score: Raw -1072488.806737 + Penalty 3047.400600 = -1069441.406136
  nChanged 31
		SP:Iteration 31Q (60184.870000 sec): 3 clusters
  Score: Raw -1072492.309833 + Penalty 3047.400600 = -1069444.909233
  nChanged 29
		SP:Iteration 32Q (60185.030000 sec): 3 clusters
  Score: Raw -1072495.741999 + Penalty 3047.400600 = -1069448.341399
  nChanged 26
		SP:Iteration 33Q (60185.210000 sec): 3 clusters
  Score: Raw -1072499.686062 + Penalty 3047.400600 = -1069452.285462
  nChanged 22
		SP:Iteration 34Q (60185.380000 sec): 3 clusters
  Score: Raw -1072502.489012 + Penalty 3047.400600 = -1069455.088412
  nChanged 21
		SP:Iteration 35Q (60185.570000 sec): 3 clusters
  Score: Raw -1072504.764186 + Penalty 3047.400600 = -1069457.363586
  nChanged 25
		SP:Iteration 36Q (60185.740000 sec): 3 clusters
  Score: Raw -1072507.658295 + Penalty 3047.400600 = -1069460.257694
  nChanged 24
		SP:Iteration 37Q (60185.910000 sec): 3 clusters
  Score: Raw -1072510.868248 + Penalty 3047.400600 = -1069463.467648
  nChanged 26
		SP:Iteration 38Q (60186.090000 sec): 3 clusters
  Score: Raw -1072514.652697 + Penalty 3047.400600 = -1069467.252097
  nChanged 21
		SP:Iteration 39Q (60186.250000 sec): 3 clusters
  Score: Raw -1072516.541288 + Penalty 3047.400600 = -1069469.140688
  nChanged 10
		SP:Iteration 40F (60186.430000 sec): 3 clusters
  Score: Raw -1072517.593964 + Penalty 3047.400600 = -1069470.193363
  nChanged 12
		SP:Iteration 41Q (60186.590000 sec): 3 clusters
  Score: Raw -1072519.019084 + Penalty 3047.400600 = -1069471.618483
  nChanged 8
		SP:Iteration 42Q (60186.770000 sec): 3 clusters
  Score: Raw -1072519.791087 + Penalty 3047.400600 = -1069472.390487
  nChanged 10
		SP:Iteration 43Q (60186.940000 sec): 3 clusters
  Score: Raw -1072520.947998 + Penalty 3047.400600 = -1069473.547398
  nChanged 12
		SP:Iteration 44Q (60187.120000 sec): 3 clusters
  Score: Raw -1072522.339201 + Penalty 3047.400600 = -1069474.938601
  nChanged 9
		SP:Iteration 45Q (60187.280000 sec): 3 clusters
  Score: Raw -1072523.316675 + Penalty 3047.400600 = -1069475.916075
  nChanged 9
		SP:Iteration 46Q (60187.470000 sec): 3 clusters
  Score: Raw -1072524.336030 + Penalty 3047.400600 = -1069476.935429
  nChanged 13
		SP:Iteration 47Q (60187.630000 sec): 3 clusters
  Score: Raw -1072525.487658 + Penalty 3047.400600 = -1069478.087058
  nChanged 9
		SP:Iteration 48Q (60187.810000 sec): 3 clusters
  Score: Raw -1072526.616983 + Penalty 3047.400600 = -1069479.216383
  nChanged 14
		SP:Iteration 49Q (60187.980000 sec): 3 clusters
  Score: Raw -1072527.762775 + Penalty 3047.400600 = -1069480.362175
  nChanged 8
		SP:Iteration 50Q (60188.170000 sec): 3 clusters
  Score: Raw -1072528.542483 + Penalty 3047.400600 = -1069481.141883
  nChanged 9
		SP:Iteration 51Q (60188.340000 sec): 3 clusters
  Score: Raw -1072529.425275 + Penalty 3047.400600 = -1069482.024675
  nChanged 11
		SP:Iteration 52Q (60188.510000 sec): 3 clusters
  Score: Raw -1072530.433014 + Penalty 3047.400600 = -1069483.032414
  nChanged 8
		SP:Iteration 53Q (60188.680000 sec): 3 clusters
  Score: Raw -1072531.095422 + Penalty 3047.400600 = -1069483.694822
  nChanged 7
		SP:Iteration 54Q (60188.850000 sec): 3 clusters
  Score: Raw -1072531.676132 + Penalty 3047.400600 = -1069484.275532
  nChanged 2
		SP:Iteration 55Q (60189.030000 sec): 3 clusters
  Score: Raw -1072531.913417 + Penalty 3047.400600 = -1069484.512817
  nChanged 4
		SP:Iteration 56Q (60189.190000 sec): 3 clusters
  Score: Raw -1072532.393894 + Penalty 3047.400600 = -1069484.993294
  nChanged 7
		SP:Iteration 57Q (60189.370000 sec): 3 clusters
  Score: Raw -1072533.144858 + Penalty 3047.400600 = -1069485.744258
  nChanged 8
		SP:Iteration 58Q (60189.540000 sec): 3 clusters
  Score: Raw -1072533.710786 + Penalty 3047.400600 = -1069486.310186
  nChanged 3
		SP:Iteration 59Q (60189.720000 sec): 3 clusters
  Score: Raw -1072533.887811 + Penalty 3047.400600 = -1069486.487211
  nChanged 1
		SP:Iteration 60F (60189.890000 sec): 3 clusters
  Score: Raw -1072533.970802 + Penalty 3047.400600 = -1069486.570202
  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 5.70 GB.

 Trying to split cluster 14 (4971 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (60189.990000 sec): 2 clusters
  Score: Raw -408816.554082 + Penalty 1383.098650 = -407433.455432
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (60190.090000 sec): 3 clusters
  Score: Raw -406248.720078 + Penalty 2766.197299 = -403482.522778
  nChanged 2025
		SP:Iteration 1F (60190.180000 sec): 3 clusters
  Score: Raw -407522.121094 + Penalty 2766.197299 = -404755.923795
  nChanged 422
		SP:Iteration 2F (60190.270000 sec): 3 clusters
  Score: Raw -407935.762048 + Penalty 2766.197299 = -405169.564749
  nChanged 432
		SP:Iteration 3F (60190.360000 sec): 3 clusters
  Score: Raw -408415.174065 + Penalty 2766.197299 = -405648.976765
  nChanged 363
		SP:Iteration 4F (60190.450000 sec): 3 clusters
  Score: Raw -408810.063372 + Penalty 2766.197299 = -406043.866072
  nChanged 344
		SP:Iteration 5F (60190.540000 sec): 3 clusters
  Score: Raw -409194.214991 + Penalty 2766.197299 = -406428.017691
  nChanged 291
		SP:Iteration 6F (60190.630000 sec): 3 clusters
  Score: Raw -409568.836825 + Penalty 2766.197299 = -406802.639525
  nChanged 252
		SP:Iteration 7F (60190.730000 sec): 3 clusters
  Score: Raw -409964.997646 + Penalty 2766.197299 = -407198.800347
  nChanged 239
		SP:Iteration 8Q (60190.810000 sec): 3 clusters
  Score: Raw -410361.960588 + Penalty 2766.197299 = -407595.763289
  nChanged 192
		SP:Iteration 9Q (60190.910000 sec): 3 clusters
  Score: Raw -410648.297947 + Penalty 2766.197299 = -407882.100648
  nChanged 123
		SP:Iteration 10Q (60190.990000 sec): 3 clusters
  Score: Raw -410783.856815 + Penalty 2766.197299 = -408017.659516
  nChanged 62
		SP:Iteration 11Q (60191.080000 sec): 3 clusters
  Score: Raw -410828.981935 + Penalty 2766.197299 = -408062.784636
  nChanged 21
		SP:Iteration 12Q (60191.170000 sec): 3 clusters
  Score: Raw -410836.360893 + Penalty 2766.197299 = -408070.163594
  nChanged 13
		SP:Iteration 13Q (60191.250000 sec): 3 clusters
  Score: Raw -410840.434881 + Penalty 2766.197299 = -408074.237582
  nChanged 9
		SP:Iteration 14Q (60191.340000 sec): 3 clusters
  Score: Raw -410843.132478 + Penalty 2766.197299 = -408076.935179
  nChanged 5
		SP:Iteration 15Q (60191.430000 sec): 3 clusters
  Score: Raw -410844.899906 + Penalty 2766.197299 = -408078.702606
  nChanged 6
		SP:Iteration 16Q (60191.510000 sec): 3 clusters
  Score: Raw -410846.563258 + Penalty 2766.197299 = -408080.365959
  nChanged 5
		SP:Iteration 17Q (60191.600000 sec): 3 clusters
  Score: Raw -410847.800728 + Penalty 2766.197299 = -408081.603429
  nChanged 5
		SP:Iteration 18Q (60191.690000 sec): 3 clusters
  Score: Raw -410849.033446 + Penalty 2766.197299 = -408082.836147
  nChanged 3
		SP:Iteration 19Q (60191.770000 sec): 3 clusters
  Score: Raw -410849.776507 + Penalty 2766.197299 = -408083.579208
  nChanged 2
		SP:Iteration 20F (60191.870000 sec): 3 clusters
  Score: Raw -410850.310812 + Penalty 2766.197299 = -408084.113513
  nChanged 1
		SP:Iteration 21Q (60191.950000 sec): 3 clusters
  Score: Raw -410850.497628 + Penalty 2766.197299 = -408084.300329
  nChanged 2
		SP:Iteration 22Q (60192.040000 sec): 3 clusters
  Score: Raw -410850.840037 + Penalty 2766.197299 = -408084.642737
  nChanged 1
		SP:Iteration 23Q (60192.130000 sec): 3 clusters
  Score: Raw -410851.038459 + Penalty 2766.197299 = -408084.841160
  nChanged 1
		SP:Iteration 24Q (60192.210000 sec): 3 clusters
  Score: Raw -410851.197947 + Penalty 2766.197299 = -408085.000647
  nChanged 0
		SP:Iteration 25F (60192.300000 sec): 3 clusters
  Score: Raw -410851.197947 + Penalty 2766.197299 = -408085.000647
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 75.
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 15 (2134 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (60192.370000 sec): 2 clusters
  Score: Raw -198946.834705 + Penalty 1245.684933 = -197701.149772
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (60192.410000 sec): 3 clusters
  Score: Raw -198063.582341 + Penalty 2491.369865 = -195572.212476
  nChanged 766
		SP:Iteration 1F (60192.450000 sec): 3 clusters
  Score: Raw -198550.648821 + Penalty 2491.369865 = -196059.278955
  nChanged 160
		SP:Iteration 2F (60192.490000 sec): 3 clusters
  Score: Raw -198684.269520 + Penalty 2491.369865 = -196192.899654
  nChanged 108
		SP:Iteration 3F (60192.530000 sec): 3 clusters
  Score: Raw -198771.404944 + Penalty 2491.369865 = -196280.035078
  nChanged 99
		SP:Iteration 4Q (60192.580000 sec): 3 clusters
  Score: Raw -198867.708935 + Penalty 2491.369865 = -196376.339070
  nChanged 96
		SP:Iteration 5Q (60192.620000 sec): 3 clusters
  Score: Raw -198940.431819 + Penalty 2491.369865 = -196449.061954
  nChanged 65
		SP:Iteration 6Q (60192.660000 sec): 3 clusters
  Score: Raw -198982.874833 + Penalty 2491.369865 = -196491.504967
  nChanged 50
		SP:Iteration 7Q (60192.700000 sec): 3 clusters
  Score: Raw -199012.538805 + Penalty 2491.369865 = -196521.168940
  nChanged 37
		SP:Iteration 8Q (60192.740000 sec): 3 clusters
  Score: Raw -199037.810016 + Penalty 2491.369865 = -196546.440151
  nChanged 39
		SP:Iteration 9Q (60192.780000 sec): 3 clusters
  Score: Raw -199069.831840 + Penalty 2491.369865 = -196578.461975
  nChanged 50
		SP:Iteration 10Q (60192.820000 sec): 3 clusters
  Score: Raw -199105.065525 + Penalty 2491.369865 = -196613.695660
  nChanged 47
		SP:Iteration 11Q (60192.860000 sec): 3 clusters
  Score: Raw -199134.811945 + Penalty 2491.369865 = -196643.442080
  nChanged 41
		SP:Iteration 12Q (60192.910000 sec): 3 clusters
  Score: Raw -199169.540713 + Penalty 2491.369865 = -196678.170848
  nChanged 47
		SP:Iteration 13Q (60192.950000 sec): 3 clusters
  Score: Raw -199207.629563 + Penalty 2491.369865 = -196716.259698
  nChanged 43
		SP:Iteration 14Q (60192.990000 sec): 3 clusters
  Score: Raw -199239.959900 + Penalty 2491.369865 = -196748.590034
  nChanged 35
		SP:Iteration 15Q (60193.030000 sec): 3 clusters
  Score: Raw -199264.221700 + Penalty 2491.369865 = -196772.851835
  nChanged 27
		SP:Iteration 16Q (60193.070000 sec): 3 clusters
  Score: Raw -199282.978763 + Penalty 2491.369865 = -196791.608898
  nChanged 29
		SP:Iteration 17Q (60193.110000 sec): 3 clusters
  Score: Raw -199299.658528 + Penalty 2491.369865 = -196808.288663
  nChanged 20
		SP:Iteration 18Q (60193.150000 sec): 3 clusters
  Score: Raw -199315.143131 + Penalty 2491.369865 = -196823.773265
  nChanged 26
		SP:Iteration 19Q (60193.190000 sec): 3 clusters
  Score: Raw -199333.274881 + Penalty 2491.369865 = -196841.905016
  nChanged 22
		SP:Iteration 20F (60193.230000 sec): 3 clusters
  Score: Raw -199350.397302 + Penalty 2491.369865 = -196859.027437
  nChanged 27
		SP:Iteration 21Q (60193.270000 sec): 3 clusters
  Score: Raw -199370.748274 + Penalty 2491.369865 = -196879.378408
  nChanged 19
		SP:Iteration 22Q (60193.310000 sec): 3 clusters
  Score: Raw -199385.822136 + Penalty 2491.369865 = -196894.452270
  nChanged 29
		SP:Iteration 23Q (60193.350000 sec): 3 clusters
  Score: Raw -199411.903518 + Penalty 2491.369865 = -196920.533653
  nChanged 23
		SP:Iteration 24Q (60193.390000 sec): 3 clusters
  Score: Raw -199425.894870 + Penalty 2491.369865 = -196934.525005
  nChanged 15
		SP:Iteration 25Q (60193.430000 sec): 3 clusters
  Score: Raw -199433.684357 + Penalty 2491.369865 = -196942.314491
  nChanged 11
		SP:Iteration 26Q (60193.470000 sec): 3 clusters
  Score: Raw -199440.371909 + Penalty 2491.369865 = -196949.002044
  nChanged 14
		SP:Iteration 27Q (60193.510000 sec): 3 clusters
  Score: Raw -199451.825105 + Penalty 2491.369865 = -196960.455239
  nChanged 16
		SP:Iteration 28Q (60193.550000 sec): 3 clusters
  Score: Raw -199463.294445 + Penalty 2491.369865 = -196971.924579
  nChanged 18
		SP:Iteration 29Q (60193.590000 sec): 3 clusters
  Score: Raw -199477.737628 + Penalty 2491.369865 = -196986.367763
  nChanged 18
		SP:Iteration 30Q (60193.630000 sec): 3 clusters
  Score: Raw -199487.637481 + Penalty 2491.369865 = -196996.267615
  nChanged 13
		SP:Iteration 31Q (60193.670000 sec): 3 clusters
  Score: Raw -199494.282876 + Penalty 2491.369865 = -197002.913010
  nChanged 11
		SP:Iteration 32Q (60193.710000 sec): 3 clusters
  Score: Raw -199499.317897 + Penalty 2491.369865 = -197007.948031
  nChanged 13
		SP:Iteration 33Q (60193.750000 sec): 3 clusters
  Score: Raw -199508.904694 + Penalty 2491.369865 = -197017.534829
  nChanged 23
		SP:Iteration 34Q (60193.800000 sec): 3 clusters
  Score: Raw -199524.679617 + Penalty 2491.369865 = -197033.309752
  nChanged 30
		SP:Iteration 35Q (60193.840000 sec): 3 clusters
  Score: Raw -199549.405006 + Penalty 2491.369865 = -197058.035140
  nChanged 29
		SP:Iteration 36Q (60193.880000 sec): 3 clusters
  Score: Raw -199568.968037 + Penalty 2491.369865 = -197077.598171
  nChanged 21
		SP:Iteration 37Q (60193.920000 sec): 3 clusters
  Score: Raw -199585.271568 + Penalty 2491.369865 = -197093.901702
  nChanged 22
		SP:Iteration 38Q (60193.950000 sec): 3 clusters
  Score: Raw -199603.643999 + Penalty 2491.369865 = -197112.274134
  nChanged 29
		SP:Iteration 39Q (60193.990000 sec): 3 clusters
  Score: Raw -199631.231820 + Penalty 2491.369865 = -197139.861955
  nChanged 29
		SP:Iteration 40F (60194.030000 sec): 3 clusters
  Score: Raw -199655.275132 + Penalty 2491.369865 = -197163.905267
  nChanged 24
		SP:Iteration 41Q (60194.070000 sec): 3 clusters
  Score: Raw -199677.967716 + Penalty 2491.369865 = -197186.597851
  nChanged 20
		SP:Iteration 42Q (60194.110000 sec): 3 clusters
  Score: Raw -199695.160156 + Penalty 2491.369865 = -197203.790290
  nChanged 21
		SP:Iteration 43Q (60194.150000 sec): 3 clusters
  Score: Raw -199713.516261 + Penalty 2491.369865 = -197222.146396
  nChanged 27
		SP:Iteration 44Q (60194.190000 sec): 3 clusters
  Score: Raw -199735.186122 + Penalty 2491.369865 = -197243.816257
  nChanged 18
		SP:Iteration 45Q (60194.230000 sec): 3 clusters
  Score: Raw -199747.859934 + Penalty 2491.369865 = -197256.490069
  nChanged 11
		SP:Iteration 46Q (60194.270000 sec): 3 clusters
  Score: Raw -199758.720020 + Penalty 2491.369865 = -197267.350155
  nChanged 11
		SP:Iteration 47Q (60194.310000 sec): 3 clusters
  Score: Raw -199766.195298 + Penalty 2491.369865 = -197274.825433
  nChanged 4
		SP:Iteration 48Q (60194.350000 sec): 3 clusters
  Score: Raw -199769.813709 + Penalty 2491.369865 = -197278.443844
  nChanged 7
		SP:Iteration 49Q (60194.390000 sec): 3 clusters
  Score: Raw -199774.494513 + Penalty 2491.369865 = -197283.124648
  nChanged 7
		SP:Iteration 50Q (60194.420000 sec): 3 clusters
  Score: Raw -199779.904202 + Penalty 2491.369865 = -197288.534336
  nChanged 12
		SP:Iteration 51Q (60194.460000 sec): 3 clusters
  Score: Raw -199787.137004 + Penalty 2491.369865 = -197295.767139
  nChanged 6
		SP:Iteration 52Q (60194.500000 sec): 3 clusters
  Score: Raw -199790.284528 + Penalty 2491.369865 = -197298.914663
  nChanged 5
		SP:Iteration 53Q (60194.540000 sec): 3 clusters
  Score: Raw -199792.314108 + Penalty 2491.369865 = -197300.944242
  nChanged 5
		SP:Iteration 54Q (60194.580000 sec): 3 clusters
  Score: Raw -199794.319145 + Penalty 2491.369865 = -197302.949280
  nChanged 1
		SP:Iteration 55Q (60194.620000 sec): 3 clusters
  Score: Raw -199794.550997 + Penalty 2491.369865 = -197303.181132
  nChanged 2
		SP:Iteration 56Q (60194.650000 sec): 3 clusters
  Score: Raw -199796.505041 + Penalty 2491.369865 = -197305.135175
  nChanged 3
		SP:Iteration 57Q (60194.690000 sec): 3 clusters
  Score: Raw -199798.518147 + Penalty 2491.369865 = -197307.148282
  nChanged 3
		SP:Iteration 58Q (60194.730000 sec): 3 clusters
  Score: Raw -199800.788498 + Penalty 2491.369865 = -197309.418632
  nChanged 3
		SP:Iteration 59Q (60194.770000 sec): 3 clusters
  Score: Raw -199804.823476 + Penalty 2491.369865 = -197313.453611
  nChanged 0
		SP:Iteration 60F (60194.810000 sec): 3 clusters
  Score: Raw -199804.823476 + Penalty 2491.369865 = -197313.453611
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 16 (49639 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (60195.190000 sec): 2 clusters
  Score: Raw -4502647.339426 + Penalty 1757.036465 = -4500890.302961
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (60195.710000 sec): 3 clusters
  Score: Raw -4471092.029485 + Penalty 3514.072931 = -4467577.956554
  nChanged 23252
		SP:Iteration 1F (60196.200000 sec): 3 clusters
  Score: Raw -4484513.471676 + Penalty 3514.072931 = -4480999.398745
  nChanged 2194
		SP:Iteration 2Q (60196.770000 sec): 3 clusters
  Score: Raw -4485354.771178 + Penalty 3514.072931 = -4481840.698247
  nChanged 2612
		SP:Iteration 3F (60197.250000 sec): 3 clusters
  Score: Raw -4486640.488834 + Penalty 3514.072931 = -4483126.415904
  nChanged 3324
		SP:Iteration 4F (60197.730000 sec): 3 clusters
  Score: Raw -4488831.742259 + Penalty 3514.072931 = -4485317.669329
  nChanged 4252
		SP:Iteration 5F (60198.260000 sec): 3 clusters
  Score: Raw -4492408.297576 + Penalty 3514.072931 = -4488894.224645
  nChanged 4362
		SP:Iteration 6F (60198.770000 sec): 3 clusters
  Score: Raw -4496589.886773 + Penalty 3514.072931 = -4493075.813842
  nChanged 3291
		SP:Iteration 7F (60199.270000 sec): 3 clusters
  Score: Raw -4499807.264695 + Penalty 3514.072931 = -4496293.191765
  nChanged 1857
		SP:Iteration 8Q (60199.760000 sec): 3 clusters
  Score: Raw -4501548.910310 + Penalty 3514.072931 = -4498034.837379
  nChanged 848
		SP:Iteration 9Q (60200.220000 sec): 3 clusters
  Score: Raw -4502308.295659 + Penalty 3514.072931 = -4498794.222728
  nChanged 329
		SP:Iteration 10Q (60200.650000 sec): 3 clusters
  Score: Raw -4502598.681800 + Penalty 3514.072931 = -4499084.608870
  nChanged 160
		SP:Iteration 11Q (60201.110000 sec): 3 clusters
  Score: Raw -4502740.323238 + Penalty 3514.072931 = -4499226.250307
  nChanged 82
		SP:Iteration 12Q (60201.560000 sec): 3 clusters
  Score: Raw -4502817.129146 + Penalty 3514.072931 = -4499303.056215
  nChanged 40
		SP:Iteration 13Q (60202.040000 sec): 3 clusters
  Score: Raw -4502856.666667 + Penalty 3514.072931 = -4499342.593736
  nChanged 27
		SP:Iteration 14Q (60202.510000 sec): 3 clusters
  Score: Raw -4502882.433307 + Penalty 3514.072931 = -4499368.360377
  nChanged 19
		SP:Iteration 15Q (60202.990000 sec): 3 clusters
  Score: Raw -4502901.872103 + Penalty 3514.072931 = -4499387.799172
  nChanged 13
		SP:Iteration 16Q (60203.460000 sec): 3 clusters
  Score: Raw -4502913.506711 + Penalty 3514.072931 = -4499399.433781
  nChanged 11
		SP:Iteration 17Q (60203.930000 sec): 3 clusters
  Score: Raw -4502922.001010 + Penalty 3514.072931 = -4499407.928079
  nChanged 7
		SP:Iteration 18Q (60204.410000 sec): 3 clusters
  Score: Raw -4502926.846576 + Penalty 3514.072931 = -4499412.773645
  nChanged 8
		SP:Iteration 19Q (60204.890000 sec): 3 clusters
  Score: Raw -4502933.138284 + Penalty 3514.072931 = -4499419.065354
  nChanged 5
		SP:Iteration 20F (60205.410000 sec): 3 clusters
  Score: Raw -4502939.887961 + Penalty 3514.072931 = -4499425.815030
  nChanged 5
		SP:Iteration 21Q (60205.860000 sec): 3 clusters
  Score: Raw -4502945.328970 + Penalty 3514.072931 = -4499431.256039
  nChanged 5
		SP:Iteration 22Q (60206.400000 sec): 3 clusters
  Score: Raw -4502950.812697 + Penalty 3514.072931 = -4499436.739767
  nChanged 3
		SP:Iteration 23Q (60206.890000 sec): 3 clusters
  Score: Raw -4502953.198561 + Penalty 3514.072931 = -4499439.125631
  nChanged 2
		SP:Iteration 24Q (60207.420000 sec): 3 clusters
  Score: Raw -4502954.492168 + Penalty 3514.072931 = -4499440.419237
  nChanged 2
		SP:Iteration 25Q (60207.910000 sec): 3 clusters
  Score: Raw -4502955.557616 + Penalty 3514.072931 = -4499441.484685
  nChanged 1
		SP:Iteration 26Q (60208.400000 sec): 3 clusters
  Score: Raw -4502955.744680 + Penalty 3514.072931 = -4499441.671750
  nChanged 0
		SP:Iteration 27F (60208.900000 sec): 3 clusters
  Score: Raw -4502955.744680 + Penalty 3514.072931 = -4499441.671750
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 17 (1910 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (60208.950000 sec): 2 clusters
  Score: Raw -136762.929957 + Penalty 1227.664510 = -135535.265447
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (60208.990000 sec): 3 clusters
  Score: Raw -136027.466216 + Penalty 2455.329019 = -133572.137196
  nChanged 685
		SP:Iteration 1F (60209.040000 sec): 3 clusters
  Score: Raw -136737.134181 + Penalty 2455.329019 = -134281.805162
  nChanged 247
		SP:Iteration 2F (60209.090000 sec): 3 clusters
  Score: Raw -137143.874233 + Penalty 2455.329019 = -134688.545213
  nChanged 160
		SP:Iteration 3F (60209.130000 sec): 3 clusters
  Score: Raw -137469.812121 + Penalty 2455.329019 = -135014.483101
  nChanged 125
		SP:Iteration 4F (60209.160000 sec): 3 clusters
  Score: Raw -137669.684340 + Penalty 2455.329019 = -135214.355320
  nChanged 95
		SP:Iteration 5Q (60209.190000 sec): 3 clusters
  Score: Raw -137771.941907 + Penalty 2455.329019 = -135316.612888
  nChanged 56
		SP:Iteration 6Q (60209.230000 sec): 3 clusters
  Score: Raw -137836.511128 + Penalty 2455.329019 = -135381.182109
  nChanged 43
		SP:Iteration 7Q (60209.270000 sec): 3 clusters
  Score: Raw -137880.345801 + Penalty 2455.329019 = -135425.016782
  nChanged 27
		SP:Iteration 8Q (60209.300000 sec): 3 clusters
  Score: Raw -137915.261396 + Penalty 2455.329019 = -135459.932377
  nChanged 27
		SP:Iteration 9Q (60209.340000 sec): 3 clusters
  Score: Raw -137956.159944 + Penalty 2455.329019 = -135500.830925
  nChanged 24
		SP:Iteration 10Q (60209.370000 sec): 3 clusters
  Score: Raw -137989.057686 + Penalty 2455.329019 = -135533.728666
  nChanged 19
		SP:Iteration 11Q (60209.410000 sec): 3 clusters
  Score: Raw -138007.107776 + Penalty 2455.329019 = -135551.778756
  nChanged 13
		SP:Iteration 12Q (60209.440000 sec): 3 clusters
  Score: Raw -138013.712671 + Penalty 2455.329019 = -135558.383652
  nChanged 8
		SP:Iteration 13Q (60209.480000 sec): 3 clusters
  Score: Raw -138017.805166 + Penalty 2455.329019 = -135562.476146
  nChanged 8
		SP:Iteration 14Q (60209.510000 sec): 3 clusters
  Score: Raw -138022.691211 + Penalty 2455.329019 = -135567.362192
  nChanged 6
		SP:Iteration 15Q (60209.550000 sec): 3 clusters
  Score: Raw -138025.875278 + Penalty 2455.329019 = -135570.546259
  nChanged 0
		SP:Iteration 16F (60209.580000 sec): 3 clusters
  Score: Raw -138025.875278 + Penalty 2455.329019 = -135570.546259
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 76.
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 18 (1300 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (60209.650000 sec): 2 clusters
  Score: Raw -97722.630044 + Penalty 1165.144426 = -96557.485618
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (60209.670000 sec): 3 clusters
  Score: Raw -97259.771800 + Penalty 2330.288852 = -94929.482948
  nChanged 423
		SP:Iteration 1F (60209.700000 sec): 3 clusters
  Score: Raw -97664.247732 + Penalty 2330.288852 = -95333.958880
  nChanged 107
		SP:Iteration 2F (60209.720000 sec): 3 clusters
  Score: Raw -97780.903058 + Penalty 2330.288852 = -95450.614206
  nChanged 65
		SP:Iteration 3Q (60209.750000 sec): 3 clusters
  Score: Raw -97857.362412 + Penalty 2330.288852 = -95527.073561
  nChanged 46
		SP:Iteration 4Q (60209.770000 sec): 3 clusters
  Score: Raw -97899.824529 + Penalty 2330.288852 = -95569.535678
  nChanged 23
		SP:Iteration 5Q (60209.800000 sec): 3 clusters
  Score: Raw -97918.351145 + Penalty 2330.288852 = -95588.062293
  nChanged 15
		SP:Iteration 6Q (60209.820000 sec): 3 clusters
  Score: Raw -97930.320541 + Penalty 2330.288852 = -95600.031689
  nChanged 18
		SP:Iteration 7Q (60209.850000 sec): 3 clusters
  Score: Raw -97943.392147 + Penalty 2330.288852 = -95613.103295
  nChanged 20
		SP:Iteration 8Q (60209.870000 sec): 3 clusters
  Score: Raw -97959.294624 + Penalty 2330.288852 = -95629.005772
  nChanged 18
		SP:Iteration 9Q (60209.900000 sec): 3 clusters
  Score: Raw -97973.649193 + Penalty 2330.288852 = -95643.360341
  nChanged 18
		SP:Iteration 10Q (60209.920000 sec): 3 clusters
  Score: Raw -97990.262656 + Penalty 2330.288852 = -95659.973805
  nChanged 20
		SP:Iteration 11Q (60209.950000 sec): 3 clusters
  Score: Raw -98009.689903 + Penalty 2330.288852 = -95679.401052
  nChanged 15
		SP:Iteration 12Q (60209.970000 sec): 3 clusters
  Score: Raw -98024.484415 + Penalty 2330.288852 = -95694.195563
  nChanged 5
		SP:Iteration 13Q (60210.000000 sec): 3 clusters
  Score: Raw -98028.565636 + Penalty 2330.288852 = -95698.276784
  nChanged 4
		SP:Iteration 14Q (60210.020000 sec): 3 clusters
  Score: Raw -98034.505493 + Penalty 2330.288852 = -95704.216641
  nChanged 7
		SP:Iteration 15Q (60210.050000 sec): 3 clusters
  Score: Raw -98039.538027 + Penalty 2330.288852 = -95709.249175
  nChanged 6
		SP:Iteration 16Q (60210.070000 sec): 3 clusters
  Score: Raw -98044.237433 + Penalty 2330.288852 = -95713.948582
  nChanged 6
		SP:Iteration 17Q (60210.100000 sec): 3 clusters
  Score: Raw -98048.006132 + Penalty 2330.288852 = -95717.717281
  nChanged 6
		SP:Iteration 18Q (60210.120000 sec): 3 clusters
  Score: Raw -98050.995137 + Penalty 2330.288852 = -95720.706285
  nChanged 8
		SP:Iteration 19Q (60210.150000 sec): 3 clusters
  Score: Raw -98057.899329 + Penalty 2330.288852 = -95727.610477
  nChanged 8
		SP:Iteration 20F (60210.170000 sec): 3 clusters
  Score: Raw -98062.676790 + Penalty 2330.288852 = -95732.387938
  nChanged 7
		SP:Iteration 21Q (60210.200000 sec): 3 clusters
  Score: Raw -98067.382531 + Penalty 2330.288852 = -95737.093679
  nChanged 5
		SP:Iteration 22Q (60210.220000 sec): 3 clusters
  Score: Raw -98069.760013 + Penalty 2330.288852 = -95739.471161
  nChanged 4
		SP:Iteration 23Q (60210.250000 sec): 3 clusters
  Score: Raw -98071.531016 + Penalty 2330.288852 = -95741.242165
  nChanged 4
		SP:Iteration 24Q (60210.270000 sec): 3 clusters
  Score: Raw -98074.322919 + Penalty 2330.288852 = -95744.034067
  nChanged 1
		SP:Iteration 25Q (60210.300000 sec): 3 clusters
  Score: Raw -98075.035167 + Penalty 2330.288852 = -95744.746315
  nChanged 0
		SP:Iteration 26F (60210.320000 sec): 3 clusters
  Score: Raw -98075.035167 + Penalty 2330.288852 = -95744.746315
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 19 (3773 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (60210.400000 sec): 2 clusters
  Score: Raw -346293.248936 + Penalty 1338.289179 = -344954.959757
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (60210.470000 sec): 3 clusters
  Score: Raw -344400.855212 + Penalty 2676.578359 = -341724.276853
  nChanged 1470
		SP:Iteration 1F (60210.540000 sec): 3 clusters
  Score: Raw -345226.921551 + Penalty 2676.578359 = -342550.343192
  nChanged 263
		SP:Iteration 2F (60210.610000 sec): 3 clusters
  Score: Raw -345377.394741 + Penalty 2676.578359 = -342700.816382
  nChanged 194
		SP:Iteration 3F (60210.680000 sec): 3 clusters
  Score: Raw -345495.002338 + Penalty 2676.578359 = -342818.423979
  nChanged 154
		SP:Iteration 4Q (60210.750000 sec): 3 clusters
  Score: Raw -345583.764989 + Penalty 2676.578359 = -342907.186630
  nChanged 119
		SP:Iteration 5Q (60210.820000 sec): 3 clusters
  Score: Raw -345656.012488 + Penalty 2676.578359 = -342979.434129
  nChanged 110
		SP:Iteration 6Q (60210.890000 sec): 3 clusters
  Score: Raw -345720.060780 + Penalty 2676.578359 = -343043.482421
  nChanged 97
		SP:Iteration 7Q (60210.960000 sec): 3 clusters
  Score: Raw -345776.033818 + Penalty 2676.578359 = -343099.455459
  nChanged 82
		SP:Iteration 8Q (60211.030000 sec): 3 clusters
  Score: Raw -345821.311308 + Penalty 2676.578359 = -343144.732949
  nChanged 75
		SP:Iteration 9Q (60211.110000 sec): 3 clusters
  Score: Raw -345862.009949 + Penalty 2676.578359 = -343185.431590
  nChanged 66
		SP:Iteration 10Q (60211.170000 sec): 3 clusters
  Score: Raw -345902.086984 + Penalty 2676.578359 = -343225.508625
  nChanged 70
		SP:Iteration 11Q (60211.250000 sec): 3 clusters
  Score: Raw -345940.937865 + Penalty 2676.578359 = -343264.359506
  nChanged 63
		SP:Iteration 12Q (60211.320000 sec): 3 clusters
  Score: Raw -345974.537304 + Penalty 2676.578359 = -343297.958945
  nChanged 55
		SP:Iteration 13Q (60211.390000 sec): 3 clusters
  Score: Raw -346010.340422 + Penalty 2676.578359 = -343333.762063
  nChanged 60
		SP:Iteration 14Q (60211.460000 sec): 3 clusters
  Score: Raw -346049.713156 + Penalty 2676.578359 = -343373.134797
  nChanged 60
		SP:Iteration 15Q (60211.530000 sec): 3 clusters
  Score: Raw -346083.607453 + Penalty 2676.578359 = -343407.029094
  nChanged 41
		SP:Iteration 16Q (60211.590000 sec): 3 clusters
  Score: Raw -346111.040881 + Penalty 2676.578359 = -343434.462522
  nChanged 41
		SP:Iteration 17Q (60211.660000 sec): 3 clusters
  Score: Raw -346137.778195 + Penalty 2676.578359 = -343461.199836
  nChanged 43
		SP:Iteration 18Q (60211.730000 sec): 3 clusters
  Score: Raw -346176.923950 + Penalty 2676.578359 = -343500.345591
  nChanged 52
		SP:Iteration 19Q (60211.800000 sec): 3 clusters
  Score: Raw -346220.157146 + Penalty 2676.578359 = -343543.578787
  nChanged 40
		SP:Iteration 20F (60211.870000 sec): 3 clusters
  Score: Raw -346252.599134 + Penalty 2676.578359 = -343576.020775
  nChanged 50
		SP:Iteration 21Q (60211.930000 sec): 3 clusters
  Score: Raw -346294.346652 + Penalty 2676.578359 = -343617.768293
  nChanged 47
		SP:Iteration 22Q (60212.000000 sec): 3 clusters
  Score: Raw -346337.925173 + Penalty 2676.578359 = -343661.346814
  nChanged 30
		SP:Iteration 23Q (60212.070000 sec): 3 clusters
  Score: Raw -346364.297366 + Penalty 2676.578359 = -343687.719007
  nChanged 28
		SP:Iteration 24Q (60212.140000 sec): 3 clusters
  Score: Raw -346386.166072 + Penalty 2676.578359 = -343709.587713
  nChanged 17
		SP:Iteration 25Q (60212.200000 sec): 3 clusters
  Score: Raw -346404.710514 + Penalty 2676.578359 = -343728.132155
  nChanged 13
		SP:Iteration 26Q (60212.270000 sec): 3 clusters
  Score: Raw -346420.137968 + Penalty 2676.578359 = -343743.559609
  nChanged 21
		SP:Iteration 27Q (60212.340000 sec): 3 clusters
  Score: Raw -346440.696612 + Penalty 2676.578359 = -343764.118253
  nChanged 12
		SP:Iteration 28Q (60212.400000 sec): 3 clusters
  Score: Raw -346453.612100 + Penalty 2676.578359 = -343777.033741
  nChanged 16
		SP:Iteration 29Q (60212.470000 sec): 3 clusters
  Score: Raw -346469.077922 + Penalty 2676.578359 = -343792.499563
  nChanged 12
		SP:Iteration 30Q (60212.540000 sec): 3 clusters
  Score: Raw -346478.590544 + Penalty 2676.578359 = -343802.012185
  nChanged 9
		SP:Iteration 31Q (60212.600000 sec): 3 clusters
  Score: Raw -346486.264062 + Penalty 2676.578359 = -343809.685703
  nChanged 7
		SP:Iteration 32Q (60212.670000 sec): 3 clusters
  Score: Raw -346492.053942 + Penalty 2676.578359 = -343815.475583
  nChanged 3
		SP:Iteration 33Q (60212.740000 sec): 3 clusters
  Score: Raw -346494.731328 + Penalty 2676.578359 = -343818.152969
  nChanged 3
		SP:Iteration 34Q (60212.800000 sec): 3 clusters
  Score: Raw -346498.627276 + Penalty 2676.578359 = -343822.048917
  nChanged 4
		SP:Iteration 35Q (60212.870000 sec): 3 clusters
  Score: Raw -346500.593017 + Penalty 2676.578359 = -343824.014658
  nChanged 2
		SP:Iteration 36Q (60212.930000 sec): 3 clusters
  Score: Raw -346501.706805 + Penalty 2676.578359 = -343825.128446
  nChanged 1
		SP:Iteration 37Q (60213.000000 sec): 3 clusters
  Score: Raw -346502.622478 + Penalty 2676.578359 = -343826.044119
  nChanged 1
		SP:Iteration 38Q (60213.070000 sec): 3 clusters
  Score: Raw -346503.658693 + Penalty 2676.578359 = -343827.080334
  nChanged 1
		SP:Iteration 39Q (60213.130000 sec): 3 clusters
  Score: Raw -346504.297834 + Penalty 2676.578359 = -343827.719475
  nChanged 0
		SP:Iteration 40F (60213.200000 sec): 3 clusters
  Score: Raw -346504.297834 + Penalty 2676.578359 = -343827.719475
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 20 (4465 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (60213.280000 sec): 2 clusters
  Score: Raw -378405.809008 + Penalty 1365.653980 = -377040.155028
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (60213.370000 sec): 3 clusters
  Score: Raw -376099.268542 + Penalty 2731.307960 = -373367.960582
  nChanged 1795
		SP:Iteration 1F (60213.450000 sec): 3 clusters
  Score: Raw -377238.607476 + Penalty 2731.307960 = -374507.299515
  nChanged 369
		SP:Iteration 2F (60213.530000 sec): 3 clusters
  Score: Raw -377485.659752 + Penalty 2731.307960 = -374754.351792
  nChanged 279
		SP:Iteration 3F (60213.610000 sec): 3 clusters
  Score: Raw -377679.431034 + Penalty 2731.307960 = -374948.123073
  nChanged 217
		SP:Iteration 4Q (60213.700000 sec): 3 clusters
  Score: Raw -377810.884157 + Penalty 2731.307960 = -375079.576197
  nChanged 185
		SP:Iteration 5Q (60213.790000 sec): 3 clusters
  Score: Raw -377911.739456 + Penalty 2731.307960 = -375180.431496
  nChanged 157
		SP:Iteration 6Q (60213.870000 sec): 3 clusters
  Score: Raw -377996.172594 + Penalty 2731.307960 = -375264.864633
  nChanged 140
		SP:Iteration 7Q (60213.950000 sec): 3 clusters
  Score: Raw -378066.506178 + Penalty 2731.307960 = -375335.198218
  nChanged 113
		SP:Iteration 8Q (60214.030000 sec): 3 clusters
  Score: Raw -378132.009399 + Penalty 2731.307960 = -375400.701438
  nChanged 104
		SP:Iteration 9Q (60214.120000 sec): 3 clusters
  Score: Raw -378194.667875 + Penalty 2731.307960 = -375463.359915
  nChanged 102
		SP:Iteration 10Q (60214.200000 sec): 3 clusters
  Score: Raw -378256.608494 + Penalty 2731.307960 = -375525.300534
  nChanged 108
		SP:Iteration 11Q (60214.290000 sec): 3 clusters
  Score: Raw -378322.112253 + Penalty 2731.307960 = -375590.804293
  nChanged 93
		SP:Iteration 12Q (60214.370000 sec): 3 clusters
  Score: Raw -378372.987482 + Penalty 2731.307960 = -375641.679522
  nChanged 82
		SP:Iteration 13Q (60214.450000 sec): 3 clusters
  Score: Raw -378409.775076 + Penalty 2731.307960 = -375678.467115
  nChanged 69
		SP:Iteration 14Q (60214.530000 sec): 3 clusters
  Score: Raw -378438.461740 + Penalty 2731.307960 = -375707.153780
  nChanged 55
		SP:Iteration 15Q (60214.620000 sec): 3 clusters
  Score: Raw -378464.136141 + Penalty 2731.307960 = -375732.828180
  nChanged 53
		SP:Iteration 16Q (60214.700000 sec): 3 clusters
  Score: Raw -378483.283489 + Penalty 2731.307960 = -375751.975529
  nChanged 44
		SP:Iteration 17Q (60214.790000 sec): 3 clusters
  Score: Raw -378504.206768 + Penalty 2731.307960 = -375772.898808
  nChanged 37
		SP:Iteration 18Q (60214.870000 sec): 3 clusters
  Score: Raw -378514.750557 + Penalty 2731.307960 = -375783.442596
  nChanged 27
		SP:Iteration 19Q (60214.950000 sec): 3 clusters
  Score: Raw -378524.390631 + Penalty 2731.307960 = -375793.082670
  nChanged 21
		SP:Iteration 20F (60215.030000 sec): 3 clusters
  Score: Raw -378532.191178 + Penalty 2731.307960 = -375800.883218
  nChanged 25
		SP:Iteration 21Q (60215.110000 sec): 3 clusters
  Score: Raw -378539.684851 + Penalty 2731.307960 = -375808.376891
  nChanged 22
		SP:Iteration 22Q (60215.200000 sec): 3 clusters
  Score: Raw -378545.592158 + Penalty 2731.307960 = -375814.284198
  nChanged 16
		SP:Iteration 23Q (60215.280000 sec): 3 clusters
  Score: Raw -378550.952182 + Penalty 2731.307960 = -375819.644222
  nChanged 21
		SP:Iteration 24Q (60215.360000 sec): 3 clusters
  Score: Raw -378556.735641 + Penalty 2731.307960 = -375825.427681
  nChanged 14
		SP:Iteration 25Q (60215.450000 sec): 3 clusters
  Score: Raw -378561.237634 + Penalty 2731.307960 = -375829.929673
  nChanged 16
		SP:Iteration 26Q (60215.530000 sec): 3 clusters
  Score: Raw -378569.268169 + Penalty 2731.307960 = -375837.960208
  nChanged 33
		SP:Iteration 27Q (60215.610000 sec): 3 clusters
  Score: Raw -378578.500525 + Penalty 2731.307960 = -375847.192565
  nChanged 23
		SP:Iteration 28Q (60215.690000 sec): 3 clusters
  Score: Raw -378584.228999 + Penalty 2731.307960 = -375852.921039
  nChanged 21
		SP:Iteration 29Q (60215.780000 sec): 3 clusters
  Score: Raw -378591.441476 + Penalty 2731.307960 = -375860.133516
  nChanged 22
		SP:Iteration 30Q (60215.860000 sec): 3 clusters
  Score: Raw -378598.763217 + Penalty 2731.307960 = -375867.455257
  nChanged 18
		SP:Iteration 31Q (60215.940000 sec): 3 clusters
  Score: Raw -378602.498563 + Penalty 2731.307960 = -375871.190603
  nChanged 8
		SP:Iteration 32Q (60216.020000 sec): 3 clusters
  Score: Raw -378605.457209 + Penalty 2731.307960 = -375874.149249
  nChanged 9
		SP:Iteration 33Q (60216.110000 sec): 3 clusters
  Score: Raw -378607.006839 + Penalty 2731.307960 = -375875.698878
  nChanged 5
		SP:Iteration 34Q (60216.190000 sec): 3 clusters
  Score: Raw -378608.995801 + Penalty 2731.307960 = -375877.687841
  nChanged 5
		SP:Iteration 35Q (60216.270000 sec): 3 clusters
  Score: Raw -378611.404901 + Penalty 2731.307960 = -375880.096941
  nChanged 6
		SP:Iteration 36Q (60216.350000 sec): 3 clusters
  Score: Raw -378614.705529 + Penalty 2731.307960 = -375883.397569
  nChanged 13
		SP:Iteration 37Q (60216.430000 sec): 3 clusters
  Score: Raw -378619.584711 + Penalty 2731.307960 = -375888.276751
  nChanged 10
		SP:Iteration 38Q (60216.510000 sec): 3 clusters
  Score: Raw -378623.365827 + Penalty 2731.307960 = -375892.057867
  nChanged 15
		SP:Iteration 39Q (60216.590000 sec): 3 clusters
  Score: Raw -378629.277407 + Penalty 2731.307960 = -375897.969447
  nChanged 13
		SP:Iteration 40F (60216.680000 sec): 3 clusters
  Score: Raw -378632.238035 + Penalty 2731.307960 = -375900.930075
  nChanged 10
		SP:Iteration 41Q (60216.760000 sec): 3 clusters
  Score: Raw -378635.726193 + Penalty 2731.307960 = -375904.418232
  nChanged 8
		SP:Iteration 42Q (60216.840000 sec): 3 clusters
  Score: Raw -378639.033299 + Penalty 2731.307960 = -375907.725338
  nChanged 9
		SP:Iteration 43Q (60216.920000 sec): 3 clusters
  Score: Raw -378643.025204 + Penalty 2731.307960 = -375911.717244
  nChanged 12
		SP:Iteration 44Q (60217.000000 sec): 3 clusters
  Score: Raw -378646.447275 + Penalty 2731.307960 = -375915.139315
  nChanged 12
		SP:Iteration 45Q (60217.080000 sec): 3 clusters
  Score: Raw -378649.692415 + Penalty 2731.307960 = -375918.384455
  nChanged 13
		SP:Iteration 46Q (60217.160000 sec): 3 clusters
  Score: Raw -378654.342471 + Penalty 2731.307960 = -375923.034510
  nChanged 14
		SP:Iteration 47Q (60217.250000 sec): 3 clusters
  Score: Raw -378658.369628 + Penalty 2731.307960 = -375927.061667
  nChanged 10
		SP:Iteration 48Q (60217.330000 sec): 3 clusters
  Score: Raw -378660.757878 + Penalty 2731.307960 = -375929.449918
  nChanged 9
		SP:Iteration 49Q (60217.410000 sec): 3 clusters
  Score: Raw -378664.024795 + Penalty 2731.307960 = -375932.716834
  nChanged 10
		SP:Iteration 50Q (60217.490000 sec): 3 clusters
  Score: Raw -378667.572613 + Penalty 2731.307960 = -375936.264653
  nChanged 10
		SP:Iteration 51Q (60217.570000 sec): 3 clusters
  Score: Raw -378672.057596 + Penalty 2731.307960 = -375940.749635
  nChanged 9
		SP:Iteration 52Q (60217.650000 sec): 3 clusters
  Score: Raw -378676.013150 + Penalty 2731.307960 = -375944.705189
  nChanged 9
		SP:Iteration 53Q (60217.730000 sec): 3 clusters
  Score: Raw -378678.859283 + Penalty 2731.307960 = -375947.551323
  nChanged 7
		SP:Iteration 54Q (60217.810000 sec): 3 clusters
  Score: Raw -378680.342821 + Penalty 2731.307960 = -375949.034861
  nChanged 5
		SP:Iteration 55Q (60217.890000 sec): 3 clusters
  Score: Raw -378682.037927 + Penalty 2731.307960 = -375950.729967
  nChanged 4
		SP:Iteration 56Q (60217.970000 sec): 3 clusters
  Score: Raw -378683.491707 + Penalty 2731.307960 = -375952.183746
  nChanged 5
		SP:Iteration 57Q (60218.060000 sec): 3 clusters
  Score: Raw -378685.204884 + Penalty 2731.307960 = -375953.896924
  nChanged 7
		SP:Iteration 58Q (60218.140000 sec): 3 clusters
  Score: Raw -378687.299285 + Penalty 2731.307960 = -375955.991325
  nChanged 5
		SP:Iteration 59Q (60218.220000 sec): 3 clusters
  Score: Raw -378688.481170 + Penalty 2731.307960 = -375957.173209
  nChanged 5
		SP:Iteration 60F (60218.300000 sec): 3 clusters
  Score: Raw -378690.012474 + Penalty 2731.307960 = -375958.704514
  nChanged 5
		SP:Iteration 61Q (60218.380000 sec): 3 clusters
  Score: Raw -378692.155778 + Penalty 2731.307960 = -375960.847818
  nChanged 4
		SP:Iteration 62Q (60218.460000 sec): 3 clusters
  Score: Raw -378695.158505 + Penalty 2731.307960 = -375963.850545
  nChanged 10
		SP:Iteration 63Q (60218.550000 sec): 3 clusters
  Score: Raw -378697.610540 + Penalty 2731.307960 = -375966.302579
  nChanged 5
		SP:Iteration 64Q (60218.630000 sec): 3 clusters
  Score: Raw -378698.772753 + Penalty 2731.307960 = -375967.464792
  nChanged 3
		SP:Iteration 65Q (60218.710000 sec): 3 clusters
  Score: Raw -378699.438864 + Penalty 2731.307960 = -375968.130904
  nChanged 6
		SP:Iteration 66Q (60218.790000 sec): 3 clusters
  Score: Raw -378701.466534 + Penalty 2731.307960 = -375970.158574
  nChanged 6
		SP:Iteration 67Q (60218.870000 sec): 3 clusters
  Score: Raw -378703.021428 + Penalty 2731.307960 = -375971.713468
  nChanged 9
		SP:Iteration 68Q (60218.950000 sec): 3 clusters
  Score: Raw -378705.989959 + Penalty 2731.307960 = -375974.681999
  nChanged 5
		SP:Iteration 69Q (60219.030000 sec): 3 clusters
  Score: Raw -378708.141573 + Penalty 2731.307960 = -375976.833613
  nChanged 8
		SP:Iteration 70Q (60219.110000 sec): 3 clusters
  Score: Raw -378710.527099 + Penalty 2731.307960 = -375979.219138
  nChanged 9
		SP:Iteration 71Q (60219.190000 sec): 3 clusters
  Score: Raw -378712.909200 + Penalty 2731.307960 = -375981.601239
  nChanged 9
		SP:Iteration 72Q (60219.270000 sec): 3 clusters
  Score: Raw -378714.707675 + Penalty 2731.307960 = -375983.399715
  nChanged 5
		SP:Iteration 73Q (60219.360000 sec): 3 clusters
  Score: Raw -378715.703016 + Penalty 2731.307960 = -375984.395056
  nChanged 4
		SP:Iteration 74Q (60219.440000 sec): 3 clusters
  Score: Raw -378716.509493 + Penalty 2731.307960 = -375985.201532
  nChanged 2
		SP:Iteration 75Q (60219.520000 sec): 3 clusters
  Score: Raw -378716.773329 + Penalty 2731.307960 = -375985.465369
  nChanged 1
		SP:Iteration 76Q (60219.600000 sec): 3 clusters
  Score: Raw -378716.929173 + Penalty 2731.307960 = -375985.621213
  nChanged 1
		SP:Iteration 77Q (60219.680000 sec): 3 clusters
  Score: Raw -378717.036869 + Penalty 2731.307960 = -375985.728909
  nChanged 0
		SP:Iteration 78F (60219.760000 sec): 3 clusters
  Score: Raw -378717.036869 + Penalty 2731.307960 = -375985.728909
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 21 (107887 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (60220.450000 sec): 2 clusters
  Score: Raw -9687365.219509 + Penalty 1883.186445 = -9685482.033064
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (60221.470000 sec): 3 clusters
  Score: Raw -9617009.921499 + Penalty 3766.372890 = -9613243.548609
  nChanged 51749
		SP:Iteration 1F (60222.430000 sec): 3 clusters
  Score: Raw -9647491.021060 + Penalty 3766.372890 = -9643724.648170
  nChanged 3786
		SP:Iteration 2Q (60223.450000 sec): 3 clusters
  Score: Raw -9648521.045854 + Penalty 3766.372890 = -9644754.672964
  nChanged 3977
		SP:Iteration 3Q (60224.510000 sec): 3 clusters
  Score: Raw -9649748.751820 + Penalty 3766.372890 = -9645982.378930
  nChanged 4240
		SP:Iteration 4Q (60225.540000 sec): 3 clusters
  Score: Raw -9651253.768565 + Penalty 3766.372890 = -9647487.395675
  nChanged 4740
		SP:Iteration 5Q (60226.610000 sec): 3 clusters
  Score: Raw -9653147.640210 + Penalty 3766.372890 = -9649381.267320
  nChanged 5058
		SP:Iteration 6Q (60227.680000 sec): 3 clusters
  Score: Raw -9655376.464963 + Penalty 3766.372890 = -9651610.092073
  nChanged 5494
		SP:Iteration 7F (60228.680000 sec): 3 clusters
  Score: Raw -9657900.079354 + Penalty 3766.372890 = -9654133.706464
  nChanged 5478
		SP:Iteration 8F (60229.660000 sec): 3 clusters
  Score: Raw -9660469.354385 + Penalty 3766.372890 = -9656702.981495
  nChanged 5270
		SP:Iteration 9Q (60230.680000 sec): 3 clusters
  Score: Raw -9663027.797434 + Penalty 3766.372890 = -9659261.424544
  nChanged 4969
		SP:Iteration 10Q (60231.720000 sec): 3 clusters
  Score: Raw -9665493.225175 + Penalty 3766.372890 = -9661726.852285
  nChanged 4586
		SP:Iteration 11Q (60232.770000 sec): 3 clusters
  Score: Raw -9667735.391161 + Penalty 3766.372890 = -9663969.018271
  nChanged 4120
		SP:Iteration 12Q (60233.820000 sec): 3 clusters
  Score: Raw -9669604.624167 + Penalty 3766.372890 = -9665838.251277
  nChanged 3561
		SP:Iteration 13Q (60234.820000 sec): 3 clusters
  Score: Raw -9671062.048752 + Penalty 3766.372890 = -9667295.675862
  nChanged 3063
		SP:Iteration 14Q (60235.860000 sec): 3 clusters
  Score: Raw -9672220.732300 + Penalty 3766.372890 = -9668454.359409
  nChanged 2596
		SP:Iteration 15Q (60236.840000 sec): 3 clusters
  Score: Raw -9673111.301864 + Penalty 3766.372890 = -9669344.928974
  nChanged 2256
		SP:Iteration 16Q (60237.850000 sec): 3 clusters
  Score: Raw -9673853.624520 + Penalty 3766.372890 = -9670087.251630
  nChanged 2013
		SP:Iteration 17Q (60238.850000 sec): 3 clusters
  Score: Raw -9674487.931933 + Penalty 3766.372890 = -9670721.559043
  nChanged 1917
		SP:Iteration 18Q (60239.810000 sec): 3 clusters
  Score: Raw -9675105.775944 + Penalty 3766.372890 = -9671339.403053
  nChanged 1835
		SP:Iteration 19Q (60240.810000 sec): 3 clusters
  Score: Raw -9675711.793136 + Penalty 3766.372890 = -9671945.420246
  nChanged 1841
		SP:Iteration 20F (60241.790000 sec): 3 clusters
  Score: Raw -9676370.240640 + Penalty 3766.372890 = -9672603.867750
  nChanged 1894
		SP:Iteration 21Q (60242.740000 sec): 3 clusters
  Score: Raw -9677117.514323 + Penalty 3766.372890 = -9673351.141433
  nChanged 1917
		SP:Iteration 22Q (60243.700000 sec): 3 clusters
  Score: Raw -9677933.695783 + Penalty 3766.372890 = -9674167.322893
  nChanged 1989
		SP:Iteration 23Q (60244.640000 sec): 3 clusters
  Score: Raw -9678859.228658 + Penalty 3766.372890 = -9675092.855768
  nChanged 2015
		SP:Iteration 24Q (60245.590000 sec): 3 clusters
  Score: Raw -9679903.854954 + Penalty 3766.372890 = -9676137.482064
  nChanged 2029
		SP:Iteration 25Q (60246.530000 sec): 3 clusters
  Score: Raw -9681077.069689 + Penalty 3766.372890 = -9677310.696799
  nChanged 1910
		SP:Iteration 26Q (60247.460000 sec): 3 clusters
  Score: Raw -9682208.569087 + Penalty 3766.372890 = -9678442.196197
  nChanged 1734
		SP:Iteration 27Q (60248.420000 sec): 3 clusters
  Score: Raw -9683264.920797 + Penalty 3766.372890 = -9679498.547906
  nChanged 1609
		SP:Iteration 28Q (60249.360000 sec): 3 clusters
  Score: Raw -9684262.194977 + Penalty 3766.372890 = -9680495.822087
  nChanged 1358
		SP:Iteration 29Q (60250.250000 sec): 3 clusters
  Score: Raw -9685051.448720 + Penalty 3766.372890 = -9681285.075830
  nChanged 1167
		SP:Iteration 30Q (60251.160000 sec): 3 clusters
  Score: Raw -9685657.710516 + Penalty 3766.372890 = -9681891.337626
  nChanged 977
		SP:Iteration 31Q (60252.080000 sec): 3 clusters
  Score: Raw -9686103.630278 + Penalty 3766.372890 = -9682337.257388
  nChanged 807
		SP:Iteration 32Q (60252.960000 sec): 3 clusters
  Score: Raw -9686417.103785 + Penalty 3766.372890 = -9682650.730894
  nChanged 689
		SP:Iteration 33Q (60253.880000 sec): 3 clusters
  Score: Raw -9686656.669278 + Penalty 3766.372890 = -9682890.296388
  nChanged 550
		SP:Iteration 34Q (60254.750000 sec): 3 clusters
  Score: Raw -9686825.890821 + Penalty 3766.372890 = -9683059.517931
  nChanged 477
		SP:Iteration 35Q (60255.670000 sec): 3 clusters
  Score: Raw -9686959.167850 + Penalty 3766.372890 = -9683192.794959
  nChanged 390
		SP:Iteration 36Q (60256.540000 sec): 3 clusters
  Score: Raw -9687052.165184 + Penalty 3766.372890 = -9683285.792294
  nChanged 345
		SP:Iteration 37Q (60257.460000 sec): 3 clusters
  Score: Raw -9687128.132801 + Penalty 3766.372890 = -9683361.759910
  nChanged 316
		SP:Iteration 38Q (60258.320000 sec): 3 clusters
  Score: Raw -9687188.889372 + Penalty 3766.372890 = -9683422.516481
  nChanged 249
		SP:Iteration 39Q (60259.230000 sec): 3 clusters
  Score: Raw -9687232.538599 + Penalty 3766.372890 = -9683466.165709
  nChanged 241
		SP:Iteration 40F (60260.180000 sec): 3 clusters
  Score: Raw -9687276.474925 + Penalty 3766.372890 = -9683510.102035
  nChanged 243
		SP:Iteration 41Q (60261.080000 sec): 3 clusters
  Score: Raw -9687317.714087 + Penalty 3766.372890 = -9683551.341197
  nChanged 209
		SP:Iteration 42Q (60261.980000 sec): 3 clusters
  Score: Raw -9687351.423822 + Penalty 3766.372890 = -9683585.050931
  nChanged 186
		SP:Iteration 43Q (60262.870000 sec): 3 clusters
  Score: Raw -9687379.480804 + Penalty 3766.372890 = -9683613.107914
  nChanged 180
		SP:Iteration 44Q (60263.780000 sec): 3 clusters
  Score: Raw -9687405.790054 + Penalty 3766.372890 = -9683639.417164
  nChanged 161
		SP:Iteration 45Q (60264.640000 sec): 3 clusters
  Score: Raw -9687429.260851 + Penalty 3766.372890 = -9683662.887961
  nChanged 164
		SP:Iteration 46Q (60265.490000 sec): 3 clusters
  Score: Raw -9687455.862942 + Penalty 3766.372890 = -9683689.490052
  nChanged 149
		SP:Iteration 47Q (60266.400000 sec): 3 clusters
  Score: Raw -9687479.372800 + Penalty 3766.372890 = -9683712.999910
  nChanged 140
		SP:Iteration 48Q (60267.260000 sec): 3 clusters
  Score: Raw -9687500.802421 + Penalty 3766.372890 = -9683734.429531
  nChanged 120
		SP:Iteration 49Q (60268.120000 sec): 3 clusters
  Score: Raw -9687518.288194 + Penalty 3766.372890 = -9683751.915303
  nChanged 107
		SP:Iteration 50Q (60269.020000 sec): 3 clusters
  Score: Raw -9687534.303988 + Penalty 3766.372890 = -9683767.931098
  nChanged 100
		SP:Iteration 51Q (60269.880000 sec): 3 clusters
  Score: Raw -9687550.037333 + Penalty 3766.372890 = -9683783.664443
  nChanged 103
		SP:Iteration 52Q (60270.740000 sec): 3 clusters
  Score: Raw -9687564.450971 + Penalty 3766.372890 = -9683798.078081
  nChanged 91
		SP:Iteration 53Q (60271.650000 sec): 3 clusters
  Score: Raw -9687578.297188 + Penalty 3766.372890 = -9683811.924298
  nChanged 91
		SP:Iteration 54Q (60272.500000 sec): 3 clusters
  Score: Raw -9687593.297582 + Penalty 3766.372890 = -9683826.924691
  nChanged 91
		SP:Iteration 55Q (60273.370000 sec): 3 clusters
  Score: Raw -9687606.357891 + Penalty 3766.372890 = -9683839.985001
  nChanged 81
		SP:Iteration 56Q (60274.270000 sec): 3 clusters
  Score: Raw -9687617.310760 + Penalty 3766.372890 = -9683850.937870
  nChanged 75
		SP:Iteration 57Q (60275.130000 sec): 3 clusters
  Score: Raw -9687628.104280 + Penalty 3766.372890 = -9683861.731390
  nChanged 75
		SP:Iteration 58Q (60275.980000 sec): 3 clusters
  Score: Raw -9687639.008320 + Penalty 3766.372890 = -9683872.635430
  nChanged 69
		SP:Iteration 59Q (60276.890000 sec): 3 clusters
  Score: Raw -9687648.485704 + Penalty 3766.372890 = -9683882.112813
  nChanged 61
		SP:Iteration 60F (60277.860000 sec): 3 clusters
  Score: Raw -9687656.709695 + Penalty 3766.372890 = -9683890.336804
  nChanged 58
		SP:Iteration 61Q (60278.750000 sec): 3 clusters
  Score: Raw -9687664.212432 + Penalty 3766.372890 = -9683897.839541
  nChanged 50
		SP:Iteration 62Q (60279.600000 sec): 3 clusters
  Score: Raw -9687671.527264 + Penalty 3766.372890 = -9683905.154374
  nChanged 51
		SP:Iteration 63Q (60280.500000 sec): 3 clusters
  Score: Raw -9687677.468345 + Penalty 3766.372890 = -9683911.095455
  nChanged 34
		SP:Iteration 64Q (60281.360000 sec): 3 clusters
  Score: Raw -9687681.671235 + Penalty 3766.372890 = -9683915.298344
  nChanged 39
		SP:Iteration 65Q (60282.210000 sec): 3 clusters
  Score: Raw -9687685.832311 + Penalty 3766.372890 = -9683919.459421
  nChanged 43
		SP:Iteration 66Q (60283.120000 sec): 3 clusters
  Score: Raw -9687690.134526 + Penalty 3766.372890 = -9683923.761636
  nChanged 35
		SP:Iteration 67Q (60283.970000 sec): 3 clusters
  Score: Raw -9687694.224456 + Penalty 3766.372890 = -9683927.851566
  nChanged 35
		SP:Iteration 68Q (60284.830000 sec): 3 clusters
  Score: Raw -9687698.342421 + Penalty 3766.372890 = -9683931.969531
  nChanged 34
		SP:Iteration 69Q (60285.730000 sec): 3 clusters
  Score: Raw -9687702.408696 + Penalty 3766.372890 = -9683936.035806
  nChanged 30
		SP:Iteration 70Q (60286.610000 sec): 3 clusters
  Score: Raw -9687706.370566 + Penalty 3766.372890 = -9683939.997676
  nChanged 25
		SP:Iteration 71Q (60287.460000 sec): 3 clusters
  Score: Raw -9687709.212567 + Penalty 3766.372890 = -9683942.839676
  nChanged 24
		SP:Iteration 72Q (60288.370000 sec): 3 clusters
  Score: Raw -9687712.538527 + Penalty 3766.372890 = -9683946.165637
  nChanged 29
		SP:Iteration 73Q (60289.250000 sec): 3 clusters
  Score: Raw -9687715.873546 + Penalty 3766.372890 = -9683949.500656
  nChanged 27
		SP:Iteration 74Q (60290.100000 sec): 3 clusters
  Score: Raw -9687718.795465 + Penalty 3766.372890 = -9683952.422575
  nChanged 28
		SP:Iteration 75Q (60290.980000 sec): 3 clusters
  Score: Raw -9687721.906616 + Penalty 3766.372890 = -9683955.533726
  nChanged 25
		SP:Iteration 76Q (60291.840000 sec): 3 clusters
  Score: Raw -9687724.544527 + Penalty 3766.372890 = -9683958.171637
  nChanged 26
		SP:Iteration 77Q (60292.670000 sec): 3 clusters
  Score: Raw -9687727.851804 + Penalty 3766.372890 = -9683961.478914
  nChanged 18
		SP:Iteration 78Q (60293.510000 sec): 3 clusters
  Score: Raw -9687729.681061 + Penalty 3766.372890 = -9683963.308171
  nChanged 21
		SP:Iteration 79Q (60294.340000 sec): 3 clusters
  Score: Raw -9687731.884026 + Penalty 3766.372890 = -9683965.511136
  nChanged 27
		SP:Iteration 80F (60295.270000 sec): 3 clusters
  Score: Raw -9687735.800574 + Penalty 3766.372890 = -9683969.427684
  nChanged 29
		SP:Iteration 81Q (60296.130000 sec): 3 clusters
  Score: Raw -9687739.355834 + Penalty 3766.372890 = -9683972.982944
  nChanged 28
		SP:Iteration 82Q (60296.960000 sec): 3 clusters
  Score: Raw -9687742.347729 + Penalty 3766.372890 = -9683975.974839
  nChanged 19
		SP:Iteration 83Q (60297.790000 sec): 3 clusters
  Score: Raw -9687744.353771 + Penalty 3766.372890 = -9683977.980881
  nChanged 13
		SP:Iteration 84Q (60298.630000 sec): 3 clusters
  Score: Raw -9687745.843917 + Penalty 3766.372890 = -9683979.471027
  nChanged 8
		SP:Iteration 85Q (60299.450000 sec): 3 clusters
  Score: Raw -9687746.764155 + Penalty 3766.372890 = -9683980.391265
  nChanged 10
		SP:Iteration 86Q (60300.290000 sec): 3 clusters
  Score: Raw -9687747.649505 + Penalty 3766.372890 = -9683981.276615
  nChanged 11
		SP:Iteration 87Q (60301.120000 sec): 3 clusters
  Score: Raw -9687748.971016 + Penalty 3766.372890 = -9683982.598126
  nChanged 14
		SP:Iteration 88Q (60302.000000 sec): 3 clusters
  Score: Raw -9687750.452631 + Penalty 3766.372890 = -9683984.079741
  nChanged 10
		SP:Iteration 89Q (60302.860000 sec): 3 clusters
  Score: Raw -9687751.421331 + Penalty 3766.372890 = -9683985.048441
  nChanged 8
		SP:Iteration 90Q (60303.720000 sec): 3 clusters
  Score: Raw -9687752.128303 + Penalty 3766.372890 = -9683985.755413
  nChanged 2
		SP:Iteration 91Q (60304.550000 sec): 3 clusters
  Score: Raw -9687752.356756 + Penalty 3766.372890 = -9683985.983866
  nChanged 3
		SP:Iteration 92Q (60305.390000 sec): 3 clusters
  Score: Raw -9687752.719725 + Penalty 3766.372890 = -9683986.346834
  nChanged 2
		SP:Iteration 93Q (60306.220000 sec): 3 clusters
  Score: Raw -9687752.918925 + Penalty 3766.372890 = -9683986.546035
  nChanged 2
		SP:Iteration 94Q (60307.050000 sec): 3 clusters
  Score: Raw -9687753.212659 + Penalty 3766.372890 = -9683986.839768
  nChanged 2
		SP:Iteration 95Q (60307.940000 sec): 3 clusters
  Score: Raw -9687753.331581 + Penalty 3766.372890 = -9683986.958691
  nChanged 1
		SP:Iteration 96Q (60308.790000 sec): 3 clusters
  Score: Raw -9687753.380738 + Penalty 3766.372890 = -9683987.007848
  nChanged 0
		SP:Iteration 97F (60309.740000 sec): 3 clusters
  Score: Raw -9687753.380738 + Penalty 3766.372890 = -9683987.007848
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 22 (3159 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (60309.800000 sec): 2 clusters
  Score: Raw -287749.010608 + Penalty 1309.426755 = -286439.583853
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (60309.880000 sec): 3 clusters
  Score: Raw -286215.909143 + Penalty 2618.853510 = -283597.055633
  nChanged 1230
		SP:Iteration 1F (60309.960000 sec): 3 clusters
  Score: Raw -286871.106893 + Penalty 2618.853510 = -284252.253382
  nChanged 233
		SP:Iteration 2F (60310.020000 sec): 3 clusters
  Score: Raw -287009.141326 + Penalty 2618.853510 = -284390.287816
  nChanged 154
		SP:Iteration 3Q (60310.080000 sec): 3 clusters
  Score: Raw -287095.018958 + Penalty 2618.853510 = -284476.165448
  nChanged 130
		SP:Iteration 4Q (60310.140000 sec): 3 clusters
  Score: Raw -287168.708028 + Penalty 2618.853510 = -284549.854518
  nChanged 117
		SP:Iteration 5Q (60310.200000 sec): 3 clusters
  Score: Raw -287236.002421 + Penalty 2618.853510 = -284617.148910
  nChanged 114
		SP:Iteration 6Q (60310.260000 sec): 3 clusters
  Score: Raw -287302.719601 + Penalty 2618.853510 = -284683.866090
  nChanged 112
		SP:Iteration 7Q (60310.320000 sec): 3 clusters
  Score: Raw -287373.933124 + Penalty 2618.853510 = -284755.079614
  nChanged 95
		SP:Iteration 8Q (60310.380000 sec): 3 clusters
  Score: Raw -287428.943143 + Penalty 2618.853510 = -284810.089633
  nChanged 88
		SP:Iteration 9Q (60310.440000 sec): 3 clusters
  Score: Raw -287480.117532 + Penalty 2618.853510 = -284861.264022
  nChanged 86
		SP:Iteration 10Q (60310.500000 sec): 3 clusters
  Score: Raw -287530.660485 + Penalty 2618.853510 = -284911.806974
  nChanged 92
		SP:Iteration 11Q (60310.560000 sec): 3 clusters
  Score: Raw -287598.943021 + Penalty 2618.853510 = -284980.089511
  nChanged 97
		SP:Iteration 12Q (60310.620000 sec): 3 clusters
  Score: Raw -287665.702797 + Penalty 2618.853510 = -285046.849286
  nChanged 73
		SP:Iteration 13Q (60310.680000 sec): 3 clusters
  Score: Raw -287706.280068 + Penalty 2618.853510 = -285087.426558
  nChanged 54
		SP:Iteration 14Q (60310.740000 sec): 3 clusters
  Score: Raw -287741.686020 + Penalty 2618.853510 = -285122.832509
  nChanged 50
		SP:Iteration 15Q (60310.800000 sec): 3 clusters
  Score: Raw -287775.745413 + Penalty 2618.853510 = -285156.891903
  nChanged 37
		SP:Iteration 16Q (60310.860000 sec): 3 clusters
  Score: Raw -287796.918721 + Penalty 2618.853510 = -285178.065211
  nChanged 33
		SP:Iteration 17Q (60310.920000 sec): 3 clusters
  Score: Raw -287817.877185 + Penalty 2618.853510 = -285199.023675
  nChanged 30
		SP:Iteration 18Q (60310.980000 sec): 3 clusters
  Score: Raw -287837.952242 + Penalty 2618.853510 = -285219.098731
  nChanged 18
		SP:Iteration 19Q (60311.040000 sec): 3 clusters
  Score: Raw -287850.693222 + Penalty 2618.853510 = -285231.839712
  nChanged 10
		SP:Iteration 20F (60311.090000 sec): 3 clusters
  Score: Raw -287856.938078 + Penalty 2618.853510 = -285238.084568
  nChanged 9
		SP:Iteration 21Q (60311.150000 sec): 3 clusters
  Score: Raw -287861.918169 + Penalty 2618.853510 = -285243.064659
  nChanged 6
		SP:Iteration 22Q (60311.210000 sec): 3 clusters
  Score: Raw -287865.136095 + Penalty 2618.853510 = -285246.282585
  nChanged 6
		SP:Iteration 23Q (60311.270000 sec): 3 clusters
  Score: Raw -287869.238069 + Penalty 2618.853510 = -285250.384558
  nChanged 4
		SP:Iteration 24Q (60311.330000 sec): 3 clusters
  Score: Raw -287871.547836 + Penalty 2618.853510 = -285252.694326
  nChanged 7
		SP:Iteration 25Q (60311.390000 sec): 3 clusters
  Score: Raw -287877.097593 + Penalty 2618.853510 = -285258.244082
  nChanged 9
		SP:Iteration 26Q (60311.450000 sec): 3 clusters
  Score: Raw -287882.815733 + Penalty 2618.853510 = -285263.962222
  nChanged 7
		SP:Iteration 27Q (60311.500000 sec): 3 clusters
  Score: Raw -287886.947819 + Penalty 2618.853510 = -285268.094309
  nChanged 3
		SP:Iteration 28Q (60311.560000 sec): 3 clusters
  Score: Raw -287888.625591 + Penalty 2618.853510 = -285269.772080
  nChanged 2
		SP:Iteration 29Q (60311.620000 sec): 3 clusters
  Score: Raw -287889.857660 + Penalty 2618.853510 = -285271.004150
  nChanged 1
		SP:Iteration 30Q (60311.680000 sec): 3 clusters
  Score: Raw -287890.231739 + Penalty 2618.853510 = -285271.378229
  nChanged 2
		SP:Iteration 31Q (60311.740000 sec): 3 clusters
  Score: Raw -287891.298779 + Penalty 2618.853510 = -285272.445269
  nChanged 0
		SP:Iteration 32F (60311.800000 sec): 3 clusters
  Score: Raw -287891.298779 + Penalty 2618.853510 = -285272.445269
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 23 (5363 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (60311.880000 sec): 2 clusters
  Score: Raw -449903.625412 + Penalty 1395.432805 = -448508.192607
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (60311.990000 sec): 3 clusters
  Score: Raw -447066.260612 + Penalty 2790.865610 = -444275.395003
  nChanged 2194
		SP:Iteration 1F (60312.090000 sec): 3 clusters
  Score: Raw -448196.578130 + Penalty 2790.865610 = -445405.712520
  nChanged 396
		SP:Iteration 2F (60312.180000 sec): 3 clusters
  Score: Raw -448406.674482 + Penalty 2790.865610 = -445615.808872
  nChanged 314
		SP:Iteration 3F (60312.280000 sec): 3 clusters
  Score: Raw -448567.746690 + Penalty 2790.865610 = -445776.881081
  nChanged 264
		SP:Iteration 4Q (60312.380000 sec): 3 clusters
  Score: Raw -448682.062760 + Penalty 2790.865610 = -445891.197150
  nChanged 210
		SP:Iteration 5Q (60312.480000 sec): 3 clusters
  Score: Raw -448781.957818 + Penalty 2790.865610 = -445991.092208
  nChanged 212
		SP:Iteration 6Q (60312.580000 sec): 3 clusters
  Score: Raw -448905.473169 + Penalty 2790.865610 = -446114.607559
  nChanged 214
		SP:Iteration 7Q (60312.680000 sec): 3 clusters
  Score: Raw -449027.804355 + Penalty 2790.865610 = -446236.938745
  nChanged 221
		SP:Iteration 8Q (60312.780000 sec): 3 clusters
  Score: Raw -449152.898072 + Penalty 2790.865610 = -446362.032462
  nChanged 209
		SP:Iteration 9Q (60312.880000 sec): 3 clusters
  Score: Raw -449279.320195 + Penalty 2790.865610 = -446488.454586
  nChanged 198
		SP:Iteration 10Q (60312.970000 sec): 3 clusters
  Score: Raw -449401.273509 + Penalty 2790.865610 = -446610.407899
  nChanged 196
		SP:Iteration 11Q (60313.070000 sec): 3 clusters
  Score: Raw -449535.017635 + Penalty 2790.865610 = -446744.152025
  nChanged 168
		SP:Iteration 12Q (60313.170000 sec): 3 clusters
  Score: Raw -449651.553941 + Penalty 2790.865610 = -446860.688331
  nChanged 133
		SP:Iteration 13Q (60313.270000 sec): 3 clusters
  Score: Raw -449739.971203 + Penalty 2790.865610 = -446949.105593
  nChanged 107
		SP:Iteration 14Q (60313.360000 sec): 3 clusters
  Score: Raw -449819.667444 + Penalty 2790.865610 = -447028.801835
  nChanged 93
		SP:Iteration 15Q (60313.460000 sec): 3 clusters
  Score: Raw -449897.553761 + Penalty 2790.865610 = -447106.688152
  nChanged 72
		SP:Iteration 16Q (60313.560000 sec): 3 clusters
  Score: Raw -449965.409627 + Penalty 2790.865610 = -447174.544017
  nChanged 57
		SP:Iteration 17Q (60313.650000 sec): 3 clusters
  Score: Raw -450013.514216 + Penalty 2790.865610 = -447222.648606
  nChanged 39
		SP:Iteration 18Q (60313.740000 sec): 3 clusters
  Score: Raw -450046.698294 + Penalty 2790.865610 = -447255.832684
  nChanged 23
		SP:Iteration 19Q (60313.840000 sec): 3 clusters
  Score: Raw -450066.688089 + Penalty 2790.865610 = -447275.822479
  nChanged 12
		SP:Iteration 20F (60313.940000 sec): 3 clusters
  Score: Raw -450076.098181 + Penalty 2790.865610 = -447285.232571
  nChanged 10
		SP:Iteration 21Q (60314.040000 sec): 3 clusters
  Score: Raw -450085.111882 + Penalty 2790.865610 = -447294.246272
  nChanged 8
		SP:Iteration 22Q (60314.130000 sec): 3 clusters
  Score: Raw -450092.333643 + Penalty 2790.865610 = -447301.468033
  nChanged 3
		SP:Iteration 23Q (60314.220000 sec): 3 clusters
  Score: Raw -450093.901872 + Penalty 2790.865610 = -447303.036263
  nChanged 2
		SP:Iteration 24Q (60314.310000 sec): 3 clusters
  Score: Raw -450094.479029 + Penalty 2790.865610 = -447303.613419
  nChanged 1
		SP:Iteration 25Q (60314.400000 sec): 3 clusters
  Score: Raw -450094.794049 + Penalty 2790.865610 = -447303.928439
  nChanged 1
		SP:Iteration 26Q (60314.500000 sec): 3 clusters
  Score: Raw -450095.447864 + Penalty 2790.865610 = -447304.582255
  nChanged 1
		SP:Iteration 27Q (60314.590000 sec): 3 clusters
  Score: Raw -450096.129872 + Penalty 2790.865610 = -447305.264262
  nChanged 0
		SP:Iteration 28F (60314.690000 sec): 3 clusters
  Score: Raw -450096.129872 + Penalty 2790.865610 = -447305.264262
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 24 (4251 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (60314.760000 sec): 2 clusters
  Score: Raw -296485.763373 + Penalty 1357.672798 = -295128.090575
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (60314.840000 sec): 3 clusters
  Score: Raw -294454.672168 + Penalty 2715.345597 = -291739.326571
  nChanged 1713
		SP:Iteration 1F (60314.920000 sec): 3 clusters
  Score: Raw -295780.238697 + Penalty 2715.345597 = -293064.893100
  nChanged 443
		SP:Iteration 2F (60315.000000 sec): 3 clusters
  Score: Raw -296238.839103 + Penalty 2715.345597 = -293523.493507
  nChanged 343
		SP:Iteration 3F (60315.080000 sec): 3 clusters
  Score: Raw -296559.375278 + Penalty 2715.345597 = -293844.029682
  nChanged 259
		SP:Iteration 4F (60315.160000 sec): 3 clusters
  Score: Raw -296844.405868 + Penalty 2715.345597 = -294129.060271
  nChanged 242
		SP:Iteration 5F (60315.240000 sec): 3 clusters
  Score: Raw -297073.630244 + Penalty 2715.345597 = -294358.284647
  nChanged 187
		SP:Iteration 6Q (60315.320000 sec): 3 clusters
  Score: Raw -297253.022989 + Penalty 2715.345597 = -294537.677392
  nChanged 173
		SP:Iteration 7Q (60315.400000 sec): 3 clusters
  Score: Raw -297392.841461 + Penalty 2715.345597 = -294677.495865
  nChanged 129
		SP:Iteration 8Q (60315.480000 sec): 3 clusters
  Score: Raw -297490.594282 + Penalty 2715.345597 = -294775.248685
  nChanged 103
		SP:Iteration 9Q (60315.550000 sec): 3 clusters
  Score: Raw -297568.817727 + Penalty 2715.345597 = -294853.472130
  nChanged 82
		SP:Iteration 10Q (60315.630000 sec): 3 clusters
  Score: Raw -297621.729776 + Penalty 2715.345597 = -294906.384179
  nChanged 50
		SP:Iteration 11Q (60315.710000 sec): 3 clusters
  Score: Raw -297641.010866 + Penalty 2715.345597 = -294925.665270
  nChanged 24
		SP:Iteration 12Q (60315.790000 sec): 3 clusters
  Score: Raw -297646.827774 + Penalty 2715.345597 = -294931.482178
  nChanged 13
		SP:Iteration 13Q (60315.860000 sec): 3 clusters
  Score: Raw -297649.302680 + Penalty 2715.345597 = -294933.957083
  nChanged 10
		SP:Iteration 14Q (60315.940000 sec): 3 clusters
  Score: Raw -297652.211385 + Penalty 2715.345597 = -294936.865788
  nChanged 2
		SP:Iteration 15Q (60316.020000 sec): 3 clusters
  Score: Raw -297652.634563 + Penalty 2715.345597 = -294937.288966
  nChanged 1
		SP:Iteration 16Q (60316.100000 sec): 3 clusters
  Score: Raw -297652.764931 + Penalty 2715.345597 = -294937.419334
  nChanged 2
		SP:Iteration 17Q (60316.170000 sec): 3 clusters
  Score: Raw -297653.256333 + Penalty 2715.345597 = -294937.910737
  nChanged 2
		SP:Iteration 18Q (60316.250000 sec): 3 clusters
  Score: Raw -297653.887648 + Penalty 2715.345597 = -294938.542051
  nChanged 3
		SP:Iteration 19Q (60316.330000 sec): 3 clusters
  Score: Raw -297654.802847 + Penalty 2715.345597 = -294939.457250
  nChanged 5
		SP:Iteration 20F (60316.400000 sec): 3 clusters
  Score: Raw -297655.880612 + Penalty 2715.345597 = -294940.535016
  nChanged 3
		SP:Iteration 21Q (60316.480000 sec): 3 clusters
  Score: Raw -297656.348078 + Penalty 2715.345597 = -294941.002481
  nChanged 1
		SP:Iteration 22Q (60316.560000 sec): 3 clusters
  Score: Raw -297656.685304 + Penalty 2715.345597 = -294941.339707
  nChanged 2
		SP:Iteration 23Q (60316.640000 sec): 3 clusters
  Score: Raw -297656.921032 + Penalty 2715.345597 = -294941.575436
  nChanged 1
		SP:Iteration 24Q (60316.720000 sec): 3 clusters
  Score: Raw -297657.161871 + Penalty 2715.345597 = -294941.816274
  nChanged 0
		SP:Iteration 25F (60316.790000 sec): 3 clusters
  Score: Raw -297657.161871 + Penalty 2715.345597 = -294941.816274
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 25 (3934 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (60316.860000 sec): 2 clusters
  Score: Raw -314609.893923 + Penalty 1345.079450 = -313264.814473
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (60316.940000 sec): 3 clusters
  Score: Raw -312668.928938 + Penalty 2690.158900 = -309978.770039
  nChanged 1538
		SP:Iteration 1F (60317.020000 sec): 3 clusters
  Score: Raw -313647.780239 + Penalty 2690.158900 = -310957.621339
  nChanged 354
		SP:Iteration 2F (60317.090000 sec): 3 clusters
  Score: Raw -313924.607927 + Penalty 2690.158900 = -311234.449027
  nChanged 272
		SP:Iteration 3F (60317.160000 sec): 3 clusters
  Score: Raw -314161.834658 + Penalty 2690.158900 = -311471.675759
  nChanged 259
		SP:Iteration 4F (60317.240000 sec): 3 clusters
  Score: Raw -314365.093217 + Penalty 2690.158900 = -311674.934317
  nChanged 184
		SP:Iteration 5Q (60317.310000 sec): 3 clusters
  Score: Raw -314501.256959 + Penalty 2690.158900 = -311811.098060
  nChanged 145
		SP:Iteration 6Q (60317.380000 sec): 3 clusters
  Score: Raw -314608.646601 + Penalty 2690.158900 = -311918.487701
  nChanged 104
		SP:Iteration 7Q (60317.460000 sec): 3 clusters
  Score: Raw -314679.997487 + Penalty 2690.158900 = -311989.838587
  nChanged 71
		SP:Iteration 8Q (60317.530000 sec): 3 clusters
  Score: Raw -314730.104921 + Penalty 2690.158900 = -312039.946021
  nChanged 65
		SP:Iteration 9Q (60317.600000 sec): 3 clusters
  Score: Raw -314768.623191 + Penalty 2690.158900 = -312078.464291
  nChanged 41
		SP:Iteration 10Q (60317.680000 sec): 3 clusters
  Score: Raw -314795.249499 + Penalty 2690.158900 = -312105.090599
  nChanged 33
		SP:Iteration 11Q (60317.750000 sec): 3 clusters
  Score: Raw -314812.262500 + Penalty 2690.158900 = -312122.103600
  nChanged 33
		SP:Iteration 12Q (60317.820000 sec): 3 clusters
  Score: Raw -314830.832664 + Penalty 2690.158900 = -312140.673765
  nChanged 35
		SP:Iteration 13Q (60317.890000 sec): 3 clusters
  Score: Raw -314850.634496 + Penalty 2690.158900 = -312160.475596
  nChanged 27
		SP:Iteration 14Q (60317.960000 sec): 3 clusters
  Score: Raw -314865.452493 + Penalty 2690.158900 = -312175.293594
  nChanged 24
		SP:Iteration 15Q (60318.040000 sec): 3 clusters
  Score: Raw -314878.073183 + Penalty 2690.158900 = -312187.914283
  nChanged 16
		SP:Iteration 16Q (60318.110000 sec): 3 clusters
  Score: Raw -314883.771560 + Penalty 2690.158900 = -312193.612661
  nChanged 15
		SP:Iteration 17Q (60318.180000 sec): 3 clusters
  Score: Raw -314892.747248 + Penalty 2690.158900 = -312202.588348
  nChanged 13
		SP:Iteration 18Q (60318.250000 sec): 3 clusters
  Score: Raw -314899.180311 + Penalty 2690.158900 = -312209.021411
  nChanged 12
		SP:Iteration 19Q (60318.320000 sec): 3 clusters
  Score: Raw -314906.268041 + Penalty 2690.158900 = -312216.109142
  nChanged 10
		SP:Iteration 20F (60318.400000 sec): 3 clusters
  Score: Raw -314910.809797 + Penalty 2690.158900 = -312220.650897
  nChanged 12
		SP:Iteration 21Q (60318.470000 sec): 3 clusters
  Score: Raw -314918.493737 + Penalty 2690.158900 = -312228.334837
  nChanged 9
		SP:Iteration 22Q (60318.540000 sec): 3 clusters
  Score: Raw -314922.629129 + Penalty 2690.158900 = -312232.470229
  nChanged 9
		SP:Iteration 23Q (60318.610000 sec): 3 clusters
  Score: Raw -314926.231329 + Penalty 2690.158900 = -312236.072429
  nChanged 11
		SP:Iteration 24Q (60318.680000 sec): 3 clusters
  Score: Raw -314931.493966 + Penalty 2690.158900 = -312241.335067
  nChanged 12
		SP:Iteration 25Q (60318.750000 sec): 3 clusters
  Score: Raw -314940.182141 + Penalty 2690.158900 = -312250.023242
  nChanged 15
		SP:Iteration 26Q (60318.820000 sec): 3 clusters
  Score: Raw -314947.301985 + Penalty 2690.158900 = -312257.143085
  nChanged 13
		SP:Iteration 27Q (60318.890000 sec): 3 clusters
  Score: Raw -314952.695893 + Penalty 2690.158900 = -312262.536993
  nChanged 9
		SP:Iteration 28Q (60318.960000 sec): 3 clusters
  Score: Raw -314956.982079 + Penalty 2690.158900 = -312266.823179
  nChanged 10
		SP:Iteration 29Q (60319.040000 sec): 3 clusters
  Score: Raw -314961.549355 + Penalty 2690.158900 = -312271.390456
  nChanged 9
		SP:Iteration 30Q (60319.110000 sec): 3 clusters
  Score: Raw -314967.839855 + Penalty 2690.158900 = -312277.680955
  nChanged 6
		SP:Iteration 31Q (60319.180000 sec): 3 clusters
  Score: Raw -314970.933443 + Penalty 2690.158900 = -312280.774543
  nChanged 8
		SP:Iteration 32Q (60319.250000 sec): 3 clusters
  Score: Raw -314976.885733 + Penalty 2690.158900 = -312286.726833
  nChanged 7
		SP:Iteration 33Q (60319.320000 sec): 3 clusters
  Score: Raw -314980.641848 + Penalty 2690.158900 = -312290.482948
  nChanged 4
		SP:Iteration 34Q (60319.390000 sec): 3 clusters
  Score: Raw -314983.756442 + Penalty 2690.158900 = -312293.597542
  nChanged 5
		SP:Iteration 35Q (60319.460000 sec): 3 clusters
  Score: Raw -314987.428346 + Penalty 2690.158900 = -312297.269446
  nChanged 6
		SP:Iteration 36Q (60319.530000 sec): 3 clusters
  Score: Raw -314989.799622 + Penalty 2690.158900 = -312299.640722
  nChanged 3
		SP:Iteration 37Q (60319.600000 sec): 3 clusters
  Score: Raw -314991.668112 + Penalty 2690.158900 = -312301.509212
  nChanged 2
		SP:Iteration 38Q (60319.670000 sec): 3 clusters
  Score: Raw -314992.203434 + Penalty 2690.158900 = -312302.044534
  nChanged 0
		SP:Iteration 39F (60319.750000 sec): 3 clusters
  Score: Raw -314992.203434 + Penalty 2690.158900 = -312302.044534
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 26 (24930 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (60320.010000 sec): 2 clusters
  Score: Raw -2249795.717532 + Penalty 1645.121916 = -2248150.595616
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (60320.350000 sec): 3 clusters
  Score: Raw -2234515.959328 + Penalty 3290.243832 = -2231225.715496
  nChanged 11383
		SP:Iteration 1F (60320.650000 sec): 3 clusters
  Score: Raw -2240965.366326 + Penalty 3290.243832 = -2237675.122494
  nChanged 1411
		SP:Iteration 2F (60320.930000 sec): 3 clusters
  Score: Raw -2241616.845670 + Penalty 3290.243832 = -2238326.601838
  nChanged 1475
		SP:Iteration 3F (60321.260000 sec): 3 clusters
  Score: Raw -2242461.965465 + Penalty 3290.243832 = -2239171.721633
  nChanged 1814
		SP:Iteration 4F (60321.540000 sec): 3 clusters
  Score: Raw -2243782.025821 + Penalty 3290.243832 = -2240491.781989
  nChanged 2087
		SP:Iteration 5F (60321.820000 sec): 3 clusters
  Score: Raw -2245605.737364 + Penalty 3290.243832 = -2242315.493532
  nChanged 1983
		SP:Iteration 6F (60322.140000 sec): 3 clusters
  Score: Raw -2247522.390013 + Penalty 3290.243832 = -2244232.146181
  nChanged 1347
		SP:Iteration 7F (60322.440000 sec): 3 clusters
  Score: Raw -2248825.098396 + Penalty 3290.243832 = -2245534.854564
  nChanged 694
		SP:Iteration 8Q (60322.720000 sec): 3 clusters
  Score: Raw -2249485.912512 + Penalty 3290.243832 = -2246195.668680
  nChanged 293
		SP:Iteration 9Q (60322.980000 sec): 3 clusters
  Score: Raw -2249773.691842 + Penalty 3290.243832 = -2246483.448010
  nChanged 122
		SP:Iteration 10Q (60323.240000 sec): 3 clusters
  Score: Raw -2249881.486153 + Penalty 3290.243832 = -2246591.242320
  nChanged 52
		SP:Iteration 11Q (60323.490000 sec): 3 clusters
  Score: Raw -2249942.631177 + Penalty 3290.243832 = -2246652.387345
  nChanged 34
		SP:Iteration 12Q (60323.740000 sec): 3 clusters
  Score: Raw -2249981.538904 + Penalty 3290.243832 = -2246691.295072
  nChanged 22
		SP:Iteration 13Q (60323.990000 sec): 3 clusters
  Score: Raw -2250004.877477 + Penalty 3290.243832 = -2246714.633645
  nChanged 15
		SP:Iteration 14Q (60324.240000 sec): 3 clusters
  Score: Raw -2250021.930566 + Penalty 3290.243832 = -2246731.686733
  nChanged 10
		SP:Iteration 15Q (60324.500000 sec): 3 clusters
  Score: Raw -2250032.026739 + Penalty 3290.243832 = -2246741.782906
  nChanged 13
		SP:Iteration 16Q (60324.750000 sec): 3 clusters
  Score: Raw -2250046.323259 + Penalty 3290.243832 = -2246756.079426
  nChanged 12
		SP:Iteration 17Q (60325.020000 sec): 3 clusters
  Score: Raw -2250061.926332 + Penalty 3290.243832 = -2246771.682500
  nChanged 9
		SP:Iteration 18Q (60325.290000 sec): 3 clusters
  Score: Raw -2250074.733300 + Penalty 3290.243832 = -2246784.489468
  nChanged 12
		SP:Iteration 19Q (60325.540000 sec): 3 clusters
  Score: Raw -2250086.908848 + Penalty 3290.243832 = -2246796.665016
  nChanged 8
		SP:Iteration 20F (60325.840000 sec): 3 clusters
  Score: Raw -2250094.260894 + Penalty 3290.243832 = -2246804.017062
  nChanged 3
		SP:Iteration 21Q (60326.080000 sec): 3 clusters
  Score: Raw -2250099.480732 + Penalty 3290.243832 = -2246809.236900
  nChanged 3
		SP:Iteration 22Q (60326.330000 sec): 3 clusters
  Score: Raw -2250102.533105 + Penalty 3290.243832 = -2246812.289273
  nChanged 1
		SP:Iteration 23Q (60326.580000 sec): 3 clusters
  Score: Raw -2250103.919752 + Penalty 3290.243832 = -2246813.675919
  nChanged 2
		SP:Iteration 24Q (60326.830000 sec): 3 clusters
  Score: Raw -2250105.519443 + Penalty 3290.243832 = -2246815.275611
  nChanged 0
		SP:Iteration 25F (60327.130000 sec): 3 clusters
  Score: Raw -2250105.519443 + Penalty 3290.243832 = -2246815.275611
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 27 (6762 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (60327.210000 sec): 2 clusters
  Score: Raw -564142.130185 + Penalty 1433.099522 = -562709.030663
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (60327.340000 sec): 3 clusters
  Score: Raw -560474.942447 + Penalty 2866.199045 = -557608.743402
  nChanged 2877
		SP:Iteration 1F (60327.460000 sec): 3 clusters
  Score: Raw -562113.264365 + Penalty 2866.199045 = -559247.065321
  nChanged 522
		SP:Iteration 2F (60327.570000 sec): 3 clusters
  Score: Raw -562480.666780 + Penalty 2866.199045 = -559614.467735
  nChanged 451
		SP:Iteration 3F (60327.690000 sec): 3 clusters
  Score: Raw -562884.854676 + Penalty 2866.199045 = -560018.655631
  nChanged 467
		SP:Iteration 4F (60327.800000 sec): 3 clusters
  Score: Raw -563312.868674 + Penalty 2866.199045 = -560446.669630
  nChanged 487
		SP:Iteration 5F (60327.920000 sec): 3 clusters
  Score: Raw -563829.437611 + Penalty 2866.199045 = -560963.238566
  nChanged 483
		SP:Iteration 6F (60328.040000 sec): 3 clusters
  Score: Raw -564356.580735 + Penalty 2866.199045 = -561490.381690
  nChanged 429
		SP:Iteration 7F (60328.150000 sec): 3 clusters
  Score: Raw -564833.185649 + Penalty 2866.199045 = -561966.986604
  nChanged 374
		SP:Iteration 8F (60328.270000 sec): 3 clusters
  Score: Raw -565196.807347 + Penalty 2866.199045 = -562330.608303
  nChanged 283
		SP:Iteration 9Q (60328.380000 sec): 3 clusters
  Score: Raw -565485.587469 + Penalty 2866.199045 = -562619.388424
  nChanged 214
		SP:Iteration 10Q (60328.500000 sec): 3 clusters
  Score: Raw -565708.344973 + Penalty 2866.199045 = -562842.145929
  nChanged 152
		SP:Iteration 11Q (60328.610000 sec): 3 clusters
  Score: Raw -565831.642572 + Penalty 2866.199045 = -562965.443527
  nChanged 123
		SP:Iteration 12Q (60328.720000 sec): 3 clusters
  Score: Raw -565913.745759 + Penalty 2866.199045 = -563047.546714
  nChanged 92
		SP:Iteration 13Q (60328.840000 sec): 3 clusters
  Score: Raw -565973.704892 + Penalty 2866.199045 = -563107.505847
  nChanged 66
		SP:Iteration 14Q (60328.950000 sec): 3 clusters
  Score: Raw -566005.963779 + Penalty 2866.199045 = -563139.764735
  nChanged 47
		SP:Iteration 15Q (60329.060000 sec): 3 clusters
  Score: Raw -566023.783654 + Penalty 2866.199045 = -563157.584609
  nChanged 38
		SP:Iteration 16Q (60329.170000 sec): 3 clusters
  Score: Raw -566032.828700 + Penalty 2866.199045 = -563166.629656
  nChanged 22
		SP:Iteration 17Q (60329.280000 sec): 3 clusters
  Score: Raw -566037.707079 + Penalty 2866.199045 = -563171.508035
  nChanged 23
		SP:Iteration 18Q (60329.390000 sec): 3 clusters
  Score: Raw -566042.592872 + Penalty 2866.199045 = -563176.393828
  nChanged 17
		SP:Iteration 19Q (60329.500000 sec): 3 clusters
  Score: Raw -566046.684634 + Penalty 2866.199045 = -563180.485590
  nChanged 16
		SP:Iteration 20F (60329.620000 sec): 3 clusters
  Score: Raw -566049.990661 + Penalty 2866.199045 = -563183.791617
  nChanged 19
		SP:Iteration 21Q (60329.730000 sec): 3 clusters
  Score: Raw -566055.749215 + Penalty 2866.199045 = -563189.550170
  nChanged 20
		SP:Iteration 22Q (60329.840000 sec): 3 clusters
  Score: Raw -566063.040848 + Penalty 2866.199045 = -563196.841804
  nChanged 31
		SP:Iteration 23Q (60329.950000 sec): 3 clusters
  Score: Raw -566071.077560 + Penalty 2866.199045 = -563204.878515
  nChanged 25
		SP:Iteration 24Q (60330.060000 sec): 3 clusters
  Score: Raw -566075.940712 + Penalty 2866.199045 = -563209.741667
  nChanged 19
		SP:Iteration 25Q (60330.170000 sec): 3 clusters
  Score: Raw -566081.071123 + Penalty 2866.199045 = -563214.872078
  nChanged 18
		SP:Iteration 26Q (60330.280000 sec): 3 clusters
  Score: Raw -566086.381857 + Penalty 2866.199045 = -563220.182812
  nChanged 23
		SP:Iteration 27Q (60330.390000 sec): 3 clusters
  Score: Raw -566092.547987 + Penalty 2866.199045 = -563226.348942
  nChanged 22
		SP:Iteration 28Q (60330.500000 sec): 3 clusters
  Score: Raw -566098.877618 + Penalty 2866.199045 = -563232.678574
  nChanged 25
		SP:Iteration 29Q (60330.610000 sec): 3 clusters
  Score: Raw -566105.183036 + Penalty 2866.199045 = -563238.983992
  nChanged 27
		SP:Iteration 30Q (60330.720000 sec): 3 clusters
  Score: Raw -566112.662085 + Penalty 2866.199045 = -563246.463040
  nChanged 32
		SP:Iteration 31Q (60330.840000 sec): 3 clusters
  Score: Raw -566122.962455 + Penalty 2866.199045 = -563256.763411
  nChanged 30
		SP:Iteration 32Q (60330.940000 sec): 3 clusters
  Score: Raw -566133.236172 + Penalty 2866.199045 = -563267.037128
  nChanged 35
		SP:Iteration 33Q (60331.060000 sec): 3 clusters
  Score: Raw -566145.274976 + Penalty 2866.199045 = -563279.075932
  nChanged 28
		SP:Iteration 34Q (60331.160000 sec): 3 clusters
  Score: Raw -566153.789791 + Penalty 2866.199045 = -563287.590747
  nChanged 31
		SP:Iteration 35Q (60331.280000 sec): 3 clusters
  Score: Raw -566166.090456 + Penalty 2866.199045 = -563299.891411
  nChanged 38
		SP:Iteration 36Q (60331.390000 sec): 3 clusters
  Score: Raw -566184.902591 + Penalty 2866.199045 = -563318.703547
  nChanged 39
		SP:Iteration 37Q (60331.500000 sec): 3 clusters
  Score: Raw -566205.370694 + Penalty 2866.199045 = -563339.171650
  nChanged 36
		SP:Iteration 38Q (60331.610000 sec): 3 clusters
  Score: Raw -566223.522752 + Penalty 2866.199045 = -563357.323708
  nChanged 47
		SP:Iteration 39Q (60331.720000 sec): 3 clusters
  Score: Raw -566247.941926 + Penalty 2866.199045 = -563381.742882
  nChanged 46
		SP:Iteration 40F (60331.830000 sec): 3 clusters
  Score: Raw -566269.746705 + Penalty 2866.199045 = -563403.547661
  nChanged 50
		SP:Iteration 41Q (60331.940000 sec): 3 clusters
  Score: Raw -566295.707221 + Penalty 2866.199045 = -563429.508176
  nChanged 62
		SP:Iteration 42Q (60332.050000 sec): 3 clusters
  Score: Raw -566327.053243 + Penalty 2866.199045 = -563460.854198
  nChanged 46
		SP:Iteration 43Q (60332.160000 sec): 3 clusters
  Score: Raw -566347.449408 + Penalty 2866.199045 = -563481.250363
  nChanged 47
		SP:Iteration 44Q (60332.270000 sec): 3 clusters
  Score: Raw -566370.639969 + Penalty 2866.199045 = -563504.440924
  nChanged 54
		SP:Iteration 45Q (60332.380000 sec): 3 clusters
  Score: Raw -566398.646529 + Penalty 2866.199045 = -563532.447485
  nChanged 53
		SP:Iteration 46Q (60332.490000 sec): 3 clusters
  Score: Raw -566423.577490 + Penalty 2866.199045 = -563557.378445
  nChanged 49
		SP:Iteration 47Q (60332.600000 sec): 3 clusters
  Score: Raw -566448.080303 + Penalty 2866.199045 = -563581.881259
  nChanged 46
		SP:Iteration 48Q (60332.710000 sec): 3 clusters
  Score: Raw -566469.710543 + Penalty 2866.199045 = -563603.511499
  nChanged 53
		SP:Iteration 49Q (60332.830000 sec): 3 clusters
  Score: Raw -566500.544373 + Penalty 2866.199045 = -563634.345328
  nChanged 45
		SP:Iteration 50Q (60332.930000 sec): 3 clusters
  Score: Raw -566520.330142 + Penalty 2866.199045 = -563654.131098
  nChanged 44
		SP:Iteration 51Q (60333.040000 sec): 3 clusters
  Score: Raw -566539.780750 + Penalty 2866.199045 = -563673.581705
  nChanged 36
		SP:Iteration 52Q (60333.150000 sec): 3 clusters
  Score: Raw -566556.502003 + Penalty 2866.199045 = -563690.302958
  nChanged 32
		SP:Iteration 53Q (60333.260000 sec): 3 clusters
  Score: Raw -566566.733832 + Penalty 2866.199045 = -563700.534787
  nChanged 16
		SP:Iteration 54Q (60333.370000 sec): 3 clusters
  Score: Raw -566571.578588 + Penalty 2866.199045 = -563705.379544
  nChanged 20
		SP:Iteration 55Q (60333.480000 sec): 3 clusters
  Score: Raw -566576.685343 + Penalty 2866.199045 = -563710.486299
  nChanged 15
		SP:Iteration 56Q (60333.600000 sec): 3 clusters
  Score: Raw -566581.516974 + Penalty 2866.199045 = -563715.317929
  nChanged 17
		SP:Iteration 57Q (60333.710000 sec): 3 clusters
  Score: Raw -566585.752293 + Penalty 2866.199045 = -563719.553248
  nChanged 8
		SP:Iteration 58Q (60333.830000 sec): 3 clusters
  Score: Raw -566586.961283 + Penalty 2866.199045 = -563720.762239
  nChanged 5
		SP:Iteration 59Q (60333.940000 sec): 3 clusters
  Score: Raw -566587.394179 + Penalty 2866.199045 = -563721.195135
  nChanged 0
		SP:Iteration 60F (60334.070000 sec): 3 clusters
  Score: Raw -566587.394179 + Penalty 2866.199045 = -563721.195135
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 77.
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 28 (8487 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (60334.190000 sec): 2 clusters
  Score: Raw -738035.119907 + Penalty 1470.022265 = -736565.097642
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (60334.340000 sec): 3 clusters
  Score: Raw -733360.628386 + Penalty 2940.044529 = -730420.583856
  nChanged 3632
		SP:Iteration 1F (60334.470000 sec): 3 clusters
  Score: Raw -735450.237653 + Penalty 2940.044529 = -732510.193124
  nChanged 649
		SP:Iteration 2F (60334.600000 sec): 3 clusters
  Score: Raw -735924.025117 + Penalty 2940.044529 = -732983.980588
  nChanged 601
		SP:Iteration 3F (60334.730000 sec): 3 clusters
  Score: Raw -736364.090357 + Penalty 2940.044529 = -733424.045827
  nChanged 519
		SP:Iteration 4F (60334.870000 sec): 3 clusters
  Score: Raw -736736.969749 + Penalty 2940.044529 = -733796.925220
  nChanged 476
		SP:Iteration 5F (60335.010000 sec): 3 clusters
  Score: Raw -737047.828773 + Penalty 2940.044529 = -734107.784243
  nChanged 429
		SP:Iteration 6F (60335.150000 sec): 3 clusters
  Score: Raw -737350.232186 + Penalty 2940.044529 = -734410.187657
  nChanged 408
		SP:Iteration 7Q (60335.290000 sec): 3 clusters
  Score: Raw -737673.160881 + Penalty 2940.044529 = -734733.116351
  nChanged 419
		SP:Iteration 8Q (60335.430000 sec): 3 clusters
  Score: Raw -738067.959522 + Penalty 2940.044529 = -735127.914993
  nChanged 404
		SP:Iteration 9Q (60335.560000 sec): 3 clusters
  Score: Raw -738483.488639 + Penalty 2940.044529 = -735543.444109
  nChanged 402
		SP:Iteration 10Q (60335.690000 sec): 3 clusters
  Score: Raw -738995.662352 + Penalty 2940.044529 = -736055.617822
  nChanged 378
		SP:Iteration 11Q (60335.820000 sec): 3 clusters
  Score: Raw -739558.034987 + Penalty 2940.044529 = -736617.990458
  nChanged 330
		SP:Iteration 12Q (60335.960000 sec): 3 clusters
  Score: Raw -740057.887214 + Penalty 2940.044529 = -737117.842684
  nChanged 287
		SP:Iteration 13Q (60336.090000 sec): 3 clusters
  Score: Raw -740452.812581 + Penalty 2940.044529 = -737512.768052
  nChanged 218
		SP:Iteration 14Q (60336.220000 sec): 3 clusters
  Score: Raw -740879.789244 + Penalty 2940.044529 = -737939.744714
  nChanged 195
		SP:Iteration 15Q (60336.350000 sec): 3 clusters
  Score: Raw -741369.929016 + Penalty 2940.044529 = -738429.884487
  nChanged 109
		SP:Iteration 16Q (60336.470000 sec): 3 clusters
  Score: Raw -741516.527403 + Penalty 2940.044529 = -738576.482874
  nChanged 42
		SP:Iteration 17Q (60336.690000 sec): 3 clusters
  Score: Raw -741532.867751 + Penalty 2940.044529 = -738592.823222
  nChanged 15
		SP:Iteration 18Q (60336.870000 sec): 3 clusters
  Score: Raw -741535.111758 + Penalty 2940.044529 = -738595.067229
  nChanged 4
		SP:Iteration 19Q (60337.070000 sec): 3 clusters
  Score: Raw -741535.687502 + Penalty 2940.044529 = -738595.642973
  nChanged 0
		SP:Iteration 20F (60337.200000 sec): 3 clusters
  Score: Raw -741536.688098 + Penalty 2940.044529 = -738596.643568
  nChanged 3
		SP:Iteration 21Q (60337.320000 sec): 3 clusters
  Score: Raw -741537.529270 + Penalty 2940.044529 = -738597.484741
  nChanged 0
		SP:Iteration 22F (60337.460000 sec): 3 clusters
  Score: Raw -741537.529270 + Penalty 2940.044529 = -738597.484741
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 78.
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 29 (23281 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (60337.710000 sec): 2 clusters
  Score: Raw -2114193.563748 + Penalty 1634.001339 = -2112559.562409
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (60338.000000 sec): 3 clusters
  Score: Raw -2100034.898097 + Penalty 3268.002678 = -2096766.895419
  nChanged 10645
		SP:Iteration 1F (60338.260000 sec): 3 clusters
  Score: Raw -2106075.295818 + Penalty 3268.002678 = -2102807.293140
  nChanged 1268
		SP:Iteration 2F (60338.530000 sec): 3 clusters
  Score: Raw -2106576.149618 + Penalty 3268.002678 = -2103308.146940
  nChanged 1267
		SP:Iteration 3F (60338.800000 sec): 3 clusters
  Score: Raw -2107122.546732 + Penalty 3268.002678 = -2103854.544053
  nChanged 1314
		SP:Iteration 4F (60339.070000 sec): 3 clusters
  Score: Raw -2107712.374116 + Penalty 3268.002678 = -2104444.371437
  nChanged 1263
		SP:Iteration 5F (60339.340000 sec): 3 clusters
  Score: Raw -2108306.766970 + Penalty 3268.002678 = -2105038.764291
  nChanged 1182
		SP:Iteration 6F (60339.600000 sec): 3 clusters
  Score: Raw -2108877.976718 + Penalty 3268.002678 = -2105609.974040
  nChanged 1091
		SP:Iteration 7Q (60339.880000 sec): 3 clusters
  Score: Raw -2109410.065716 + Penalty 3268.002678 = -2106142.063038
  nChanged 1006
		SP:Iteration 8Q (60340.160000 sec): 3 clusters
  Score: Raw -2109927.995610 + Penalty 3268.002678 = -2106659.992932
  nChanged 978
		SP:Iteration 9Q (60340.440000 sec): 3 clusters
  Score: Raw -2110488.330637 + Penalty 3268.002678 = -2107220.327959
  nChanged 979
		SP:Iteration 10Q (60340.720000 sec): 3 clusters
  Score: Raw -2111112.766301 + Penalty 3268.002678 = -2107844.763622
  nChanged 976
		SP:Iteration 11Q (60341.050000 sec): 3 clusters
  Score: Raw -2111811.754223 + Penalty 3268.002678 = -2108543.751545
  nChanged 936
		SP:Iteration 12Q (60341.330000 sec): 3 clusters
  Score: Raw -2112542.396647 + Penalty 3268.002678 = -2109274.393968
  nChanged 731
		SP:Iteration 13Q (60341.600000 sec): 3 clusters
  Score: Raw -2113148.474331 + Penalty 3268.002678 = -2109880.471652
  nChanged 575
		SP:Iteration 14Q (60341.870000 sec): 3 clusters
  Score: Raw -2113655.063345 + Penalty 3268.002678 = -2110387.060667
  nChanged 345
		SP:Iteration 15Q (60342.120000 sec): 3 clusters
  Score: Raw -2113943.897399 + Penalty 3268.002678 = -2110675.894721
  nChanged 218
		SP:Iteration 16Q (60342.420000 sec): 3 clusters
  Score: Raw -2114126.924790 + Penalty 3268.002678 = -2110858.922112
  nChanged 128
		SP:Iteration 17Q (60342.660000 sec): 3 clusters
  Score: Raw -2114235.090740 + Penalty 3268.002678 = -2110967.088061
  nChanged 77
		SP:Iteration 18Q (60342.940000 sec): 3 clusters
  Score: Raw -2114305.563797 + Penalty 3268.002678 = -2111037.561119
  nChanged 49
		SP:Iteration 19Q (60343.230000 sec): 3 clusters
  Score: Raw -2114352.012671 + Penalty 3268.002678 = -2111084.009992
  nChanged 32
		SP:Iteration 20F (60343.540000 sec): 3 clusters
  Score: Raw -2114388.221591 + Penalty 3268.002678 = -2111120.218913
  nChanged 26
		SP:Iteration 21Q (60343.800000 sec): 3 clusters
  Score: Raw -2114412.389052 + Penalty 3268.002678 = -2111144.386374
  nChanged 17
		SP:Iteration 22Q (60344.040000 sec): 3 clusters
  Score: Raw -2114429.439834 + Penalty 3268.002678 = -2111161.437155
  nChanged 13
		SP:Iteration 23Q (60344.330000 sec): 3 clusters
  Score: Raw -2114440.409806 + Penalty 3268.002678 = -2111172.407128
  nChanged 11
		SP:Iteration 24Q (60344.600000 sec): 3 clusters
  Score: Raw -2114449.968409 + Penalty 3268.002678 = -2111181.965730
  nChanged 7
		SP:Iteration 25Q (60344.880000 sec): 3 clusters
  Score: Raw -2114455.862075 + Penalty 3268.002678 = -2111187.859397
  nChanged 6
		SP:Iteration 26Q (60345.120000 sec): 3 clusters
  Score: Raw -2114462.261984 + Penalty 3268.002678 = -2111194.259306
  nChanged 5
		SP:Iteration 27Q (60345.400000 sec): 3 clusters
  Score: Raw -2114466.916453 + Penalty 3268.002678 = -2111198.913775
  nChanged 5
		SP:Iteration 28Q (60345.690000 sec): 3 clusters
  Score: Raw -2114469.592754 + Penalty 3268.002678 = -2111201.590076
  nChanged 2
		SP:Iteration 29Q (60345.980000 sec): 3 clusters
  Score: Raw -2114470.908624 + Penalty 3268.002678 = -2111202.905946
  nChanged 1
		SP:Iteration 30Q (60346.250000 sec): 3 clusters
  Score: Raw -2114472.131823 + Penalty 3268.002678 = -2111204.129145
  nChanged 2
		SP:Iteration 31Q (60346.490000 sec): 3 clusters
  Score: Raw -2114474.485737 + Penalty 3268.002678 = -2111206.483058
  nChanged 4
		SP:Iteration 32Q (60346.780000 sec): 3 clusters
  Score: Raw -2114478.030871 + Penalty 3268.002678 = -2111210.028192
  nChanged 5
		SP:Iteration 33Q (60347.060000 sec): 3 clusters
  Score: Raw -2114482.630035 + Penalty 3268.002678 = -2111214.627357
  nChanged 4
		SP:Iteration 34Q (60347.340000 sec): 3 clusters
  Score: Raw -2114486.848912 + Penalty 3268.002678 = -2111218.846233
  nChanged 2
		SP:Iteration 35Q (60347.630000 sec): 3 clusters
  Score: Raw -2114488.617108 + Penalty 3268.002678 = -2111220.614429
  nChanged 2
		SP:Iteration 36Q (60347.860000 sec): 3 clusters
  Score: Raw -2114489.637677 + Penalty 3268.002678 = -2111221.634999
  nChanged 1
		SP:Iteration 37Q (60348.150000 sec): 3 clusters
  Score: Raw -2114490.178794 + Penalty 3268.002678 = -2111222.176115
  nChanged 1
		SP:Iteration 38Q (60348.430000 sec): 3 clusters
  Score: Raw -2114490.864991 + Penalty 3268.002678 = -2111222.862313
  nChanged 0
		SP:Iteration 39F (60348.740000 sec): 3 clusters
  Score: Raw -2114490.864991 + Penalty 3268.002678 = -2111222.862313
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 30 (2255 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (60348.800000 sec): 2 clusters
  Score: Raw -160750.597822 + Penalty 1254.647103 = -159495.950719
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (60348.840000 sec): 3 clusters
  Score: Raw -159828.032240 + Penalty 2509.294207 = -157318.738033
  nChanged 858
		SP:Iteration 1F (60348.880000 sec): 3 clusters
  Score: Raw -160626.118110 + Penalty 2509.294207 = -158116.823904
  nChanged 257
		SP:Iteration 2F (60348.920000 sec): 3 clusters
  Score: Raw -160993.159674 + Penalty 2509.294207 = -158483.865467
  nChanged 196
		SP:Iteration 3F (60348.970000 sec): 3 clusters
  Score: Raw -161238.740614 + Penalty 2509.294207 = -158729.446407
  nChanged 137
		SP:Iteration 4F (60349.010000 sec): 3 clusters
  Score: Raw -161439.968203 + Penalty 2509.294207 = -158930.673996
  nChanged 137
		SP:Iteration 5F (60349.050000 sec): 3 clusters
  Score: Raw -161653.098293 + Penalty 2509.294207 = -159143.804086
  nChanged 115
		SP:Iteration 6F (60349.090000 sec): 3 clusters
  Score: Raw -161814.820738 + Penalty 2509.294207 = -159305.526531
  nChanged 103
		SP:Iteration 7Q (60349.140000 sec): 3 clusters
  Score: Raw -161929.430063 + Penalty 2509.294207 = -159420.135856
  nChanged 83
		SP:Iteration 8Q (60349.180000 sec): 3 clusters
  Score: Raw -162084.787538 + Penalty 2509.294207 = -159575.493331
  nChanged 84
		SP:Iteration 9Q (60349.220000 sec): 3 clusters
  Score: Raw -162192.585405 + Penalty 2509.294207 = -159683.291198
  nChanged 78
		SP:Iteration 10Q (60349.260000 sec): 3 clusters
  Score: Raw -162308.193234 + Penalty 2509.294207 = -159798.899027
  nChanged 48
		SP:Iteration 11Q (60349.300000 sec): 3 clusters
  Score: Raw -162368.078841 + Penalty 2509.294207 = -159858.784634
  nChanged 39
		SP:Iteration 12Q (60349.340000 sec): 3 clusters
  Score: Raw -162397.596903 + Penalty 2509.294207 = -159888.302696
  nChanged 25
		SP:Iteration 13Q (60349.380000 sec): 3 clusters
  Score: Raw -162423.294617 + Penalty 2509.294207 = -159914.000411
  nChanged 20
		SP:Iteration 14Q (60349.420000 sec): 3 clusters
  Score: Raw -162438.993382 + Penalty 2509.294207 = -159929.699175
  nChanged 17
		SP:Iteration 15Q (60349.470000 sec): 3 clusters
  Score: Raw -162463.194638 + Penalty 2509.294207 = -159953.900431
  nChanged 18
		SP:Iteration 16Q (60349.510000 sec): 3 clusters
  Score: Raw -162489.726800 + Penalty 2509.294207 = -159980.432593
  nChanged 10
		SP:Iteration 17Q (60349.550000 sec): 3 clusters
  Score: Raw -162500.341208 + Penalty 2509.294207 = -159991.047001
  nChanged 12
		SP:Iteration 18Q (60349.590000 sec): 3 clusters
  Score: Raw -162513.498484 + Penalty 2509.294207 = -160004.204278
  nChanged 10
		SP:Iteration 19Q (60349.630000 sec): 3 clusters
  Score: Raw -162527.916054 + Penalty 2509.294207 = -160018.621847
  nChanged 12
		SP:Iteration 20F (60349.670000 sec): 3 clusters
  Score: Raw -162561.730470 + Penalty 2509.294207 = -160052.436263
  nChanged 16
		SP:Iteration 21Q (60349.710000 sec): 3 clusters
  Score: Raw -162585.985652 + Penalty 2509.294207 = -160076.691445
  nChanged 25
		SP:Iteration 22Q (60349.760000 sec): 3 clusters
  Score: Raw -162629.368816 + Penalty 2509.294207 = -160120.074609
  nChanged 29
		SP:Iteration 23Q (60349.800000 sec): 3 clusters
  Score: Raw -162709.245661 + Penalty 2509.294207 = -160199.951455
  nChanged 37
		SP:Iteration 24Q (60349.840000 sec): 3 clusters
  Score: Raw -162834.646296 + Penalty 2509.294207 = -160325.352089
  nChanged 26
		SP:Iteration 25Q (60349.880000 sec): 3 clusters
  Score: Raw -162872.712100 + Penalty 2509.294207 = -160363.417893
  nChanged 17
		SP:Iteration 26Q (60349.920000 sec): 3 clusters
  Score: Raw -162882.426336 + Penalty 2509.294207 = -160373.132129
  nChanged 9
		SP:Iteration 27Q (60349.960000 sec): 3 clusters
  Score: Raw -162889.520024 + Penalty 2509.294207 = -160380.225818
  nChanged 6
		SP:Iteration 28Q (60350.000000 sec): 3 clusters
  Score: Raw -162894.295396 + Penalty 2509.294207 = -160385.001189
  nChanged 8
		SP:Iteration 29Q (60350.040000 sec): 3 clusters
  Score: Raw -162901.955273 + Penalty 2509.294207 = -160392.661066
  nChanged 11
		SP:Iteration 30Q (60350.080000 sec): 3 clusters
  Score: Raw -162911.819623 + Penalty 2509.294207 = -160402.525416
  nChanged 6
		SP:Iteration 31Q (60350.120000 sec): 3 clusters
  Score: Raw -162916.278117 + Penalty 2509.294207 = -160406.983910
  nChanged 4
		SP:Iteration 32Q (60350.160000 sec): 3 clusters
  Score: Raw -162919.160465 + Penalty 2509.294207 = -160409.866258
  nChanged 6
		SP:Iteration 33Q (60350.200000 sec): 3 clusters
  Score: Raw -162921.358371 + Penalty 2509.294207 = -160412.064164
  nChanged 3
		SP:Iteration 34Q (60350.240000 sec): 3 clusters
  Score: Raw -162923.781223 + Penalty 2509.294207 = -160414.487016
  nChanged 3
		SP:Iteration 35Q (60350.280000 sec): 3 clusters
  Score: Raw -162925.500754 + Penalty 2509.294207 = -160416.206547
  nChanged 3
		SP:Iteration 36Q (60350.320000 sec): 3 clusters
  Score: Raw -162926.703364 + Penalty 2509.294207 = -160417.409157
  nChanged 0
		SP:Iteration 37F (60350.360000 sec): 3 clusters
  Score: Raw -162926.703364 + Penalty 2509.294207 = -160417.409157
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 79.
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 31 (1992 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (60350.430000 sec): 2 clusters
  Score: Raw -172028.952088 + Penalty 1234.495346 = -170794.456742
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (60350.470000 sec): 3 clusters
  Score: Raw -171160.182503 + Penalty 2468.990692 = -168691.191811
  nChanged 691
		SP:Iteration 1F (60350.500000 sec): 3 clusters
  Score: Raw -171674.153527 + Penalty 2468.990692 = -169205.162834
  nChanged 197
		SP:Iteration 2F (60350.540000 sec): 3 clusters
  Score: Raw -171896.186933 + Penalty 2468.990692 = -169427.196240
  nChanged 154
		SP:Iteration 3F (60350.580000 sec): 3 clusters
  Score: Raw -172100.150270 + Penalty 2468.990692 = -169631.159577
  nChanged 133
		SP:Iteration 4F (60350.620000 sec): 3 clusters
  Score: Raw -172360.248857 + Penalty 2468.990692 = -169891.258164
  nChanged 136
		SP:Iteration 5F (60350.660000 sec): 3 clusters
  Score: Raw -172842.459997 + Penalty 2468.990692 = -170373.469304
  nChanged 168
		SP:Iteration 6F (60350.700000 sec): 3 clusters
  Score: Raw -173476.674106 + Penalty 2468.990692 = -171007.683414
  nChanged 181
		SP:Iteration 7F (60350.730000 sec): 3 clusters
  Score: Raw -174085.682726 + Penalty 2468.990692 = -171616.692033
  nChanged 128
		SP:Iteration 8F (60350.770000 sec): 3 clusters
  Score: Raw -174545.378532 + Penalty 2468.990692 = -172076.387840
  nChanged 43
		SP:Iteration 9Q (60350.800000 sec): 3 clusters
  Score: Raw -174641.833086 + Penalty 2468.990692 = -172172.842393
  nChanged 28
		SP:Iteration 10Q (60350.840000 sec): 3 clusters
  Score: Raw -174693.740729 + Penalty 2468.990692 = -172224.750037
  nChanged 16
		SP:Iteration 11Q (60350.880000 sec): 3 clusters
  Score: Raw -174713.418099 + Penalty 2468.990692 = -172244.427407
  nChanged 8
		SP:Iteration 12Q (60350.910000 sec): 3 clusters
  Score: Raw -174720.793014 + Penalty 2468.990692 = -172251.802322
  nChanged 5
		SP:Iteration 13Q (60350.950000 sec): 3 clusters
  Score: Raw -174727.589964 + Penalty 2468.990692 = -172258.599272
  nChanged 9
		SP:Iteration 14Q (60350.980000 sec): 3 clusters
  Score: Raw -174736.687039 + Penalty 2468.990692 = -172267.696346
  nChanged 13
		SP:Iteration 15Q (60351.020000 sec): 3 clusters
  Score: Raw -174754.149158 + Penalty 2468.990692 = -172285.158466
  nChanged 17
		SP:Iteration 16Q (60351.050000 sec): 3 clusters
  Score: Raw -174782.969723 + Penalty 2468.990692 = -172313.979031
  nChanged 9
		SP:Iteration 17Q (60351.090000 sec): 3 clusters
  Score: Raw -174796.703615 + Penalty 2468.990692 = -172327.712923
  nChanged 11
		SP:Iteration 18Q (60351.120000 sec): 3 clusters
  Score: Raw -174808.633039 + Penalty 2468.990692 = -172339.642347
  nChanged 9
		SP:Iteration 19Q (60351.160000 sec): 3 clusters
  Score: Raw -174816.196204 + Penalty 2468.990692 = -172347.205511
  nChanged 7
		SP:Iteration 20F (60351.200000 sec): 3 clusters
  Score: Raw -174823.336989 + Penalty 2468.990692 = -172354.346297
  nChanged 9
		SP:Iteration 21Q (60351.230000 sec): 3 clusters
  Score: Raw -174830.922976 + Penalty 2468.990692 = -172361.932283
  nChanged 9
		SP:Iteration 22Q (60351.270000 sec): 3 clusters
  Score: Raw -174839.140862 + Penalty 2468.990692 = -172370.150170
  nChanged 7
		SP:Iteration 23Q (60351.300000 sec): 3 clusters
  Score: Raw -174845.099578 + Penalty 2468.990692 = -172376.108886
  nChanged 6
		SP:Iteration 24Q (60351.340000 sec): 3 clusters
  Score: Raw -174849.435616 + Penalty 2468.990692 = -172380.444923
  nChanged 6
		SP:Iteration 25Q (60351.370000 sec): 3 clusters
  Score: Raw -174854.176053 + Penalty 2468.990692 = -172385.185360
  nChanged 9
		SP:Iteration 26Q (60351.410000 sec): 3 clusters
  Score: Raw -174865.181680 + Penalty 2468.990692 = -172396.190987
  nChanged 8
		SP:Iteration 27Q (60351.440000 sec): 3 clusters
  Score: Raw -174874.168506 + Penalty 2468.990692 = -172405.177814
  nChanged 10
		SP:Iteration 28Q (60351.480000 sec): 3 clusters
  Score: Raw -174886.666191 + Penalty 2468.990692 = -172417.675499
  nChanged 14
		SP:Iteration 29Q (60351.510000 sec): 3 clusters
  Score: Raw -174911.369769 + Penalty 2468.990692 = -172442.379077
  nChanged 21
		SP:Iteration 30Q (60351.550000 sec): 3 clusters
  Score: Raw -174976.417900 + Penalty 2468.990692 = -172507.427207
  nChanged 27
		SP:Iteration 31Q (60351.580000 sec): 3 clusters
  Score: Raw -175175.740583 + Penalty 2468.990692 = -172706.749891
  nChanged 17
		SP:Iteration 32Q (60351.620000 sec): 3 clusters
  Score: Raw -175519.644671 + Penalty 2468.990692 = -173050.653978
  nChanged 0
		SP:Iteration 33F (60351.660000 sec): 3 clusters
  Score: Raw -175519.644671 + Penalty 2468.990692 = -173050.653978
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 80.
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 32 (5398 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (60351.740000 sec): 2 clusters
  Score: Raw -493024.601501 + Penalty 1396.489866 = -491628.111634
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (60351.880000 sec): 3 clusters
  Score: Raw -490198.613901 + Penalty 2792.979733 = -487405.634168
  nChanged 2186
		SP:Iteration 1F (60351.980000 sec): 3 clusters
  Score: Raw -491391.948855 + Penalty 2792.979733 = -488598.969122
  nChanged 383
		SP:Iteration 2F (60352.080000 sec): 3 clusters
  Score: Raw -491590.055366 + Penalty 2792.979733 = -488797.075633
  nChanged 279
		SP:Iteration 3F (60352.170000 sec): 3 clusters
  Score: Raw -491737.632539 + Penalty 2792.979733 = -488944.652806
  nChanged 236
		SP:Iteration 4Q (60352.270000 sec): 3 clusters
  Score: Raw -491878.493083 + Penalty 2792.979733 = -489085.513350
  nChanged 230
		SP:Iteration 5Q (60352.370000 sec): 3 clusters
  Score: Raw -492041.577493 + Penalty 2792.979733 = -489248.597760
  nChanged 233
		SP:Iteration 6Q (60352.470000 sec): 3 clusters
  Score: Raw -492225.141382 + Penalty 2792.979733 = -489432.161649
  nChanged 242
		SP:Iteration 7Q (60352.570000 sec): 3 clusters
  Score: Raw -492441.332193 + Penalty 2792.979733 = -489648.352460
  nChanged 264
		SP:Iteration 8Q (60352.670000 sec): 3 clusters
  Score: Raw -492674.797011 + Penalty 2792.979733 = -489881.817278
  nChanged 278
		SP:Iteration 9F (60352.760000 sec): 3 clusters
  Score: Raw -492926.371852 + Penalty 2792.979733 = -490133.392119
  nChanged 263
		SP:Iteration 10Q (60352.860000 sec): 3 clusters
  Score: Raw -493156.212052 + Penalty 2792.979733 = -490363.232319
  nChanged 237
		SP:Iteration 11Q (60352.960000 sec): 3 clusters
  Score: Raw -493326.177247 + Penalty 2792.979733 = -490533.197514
  nChanged 181
		SP:Iteration 12Q (60353.060000 sec): 3 clusters
  Score: Raw -493435.817792 + Penalty 2792.979733 = -490642.838059
  nChanged 135
		SP:Iteration 13Q (60353.150000 sec): 3 clusters
  Score: Raw -493522.356536 + Penalty 2792.979733 = -490729.376803
  nChanged 109
		SP:Iteration 14Q (60353.250000 sec): 3 clusters
  Score: Raw -493591.131339 + Penalty 2792.979733 = -490798.151606
  nChanged 96
		SP:Iteration 15Q (60353.340000 sec): 3 clusters
  Score: Raw -493643.038071 + Penalty 2792.979733 = -490850.058338
  nChanged 83
		SP:Iteration 16Q (60353.440000 sec): 3 clusters
  Score: Raw -493681.427083 + Penalty 2792.979733 = -490888.447350
  nChanged 55
		SP:Iteration 17Q (60353.540000 sec): 3 clusters
  Score: Raw -493703.787179 + Penalty 2792.979733 = -490910.807446
  nChanged 42
		SP:Iteration 18Q (60353.630000 sec): 3 clusters
  Score: Raw -493721.258976 + Penalty 2792.979733 = -490928.279243
  nChanged 37
		SP:Iteration 19Q (60353.730000 sec): 3 clusters
  Score: Raw -493732.489169 + Penalty 2792.979733 = -490939.509436
  nChanged 22
		SP:Iteration 20F (60353.820000 sec): 3 clusters
  Score: Raw -493738.094271 + Penalty 2792.979733 = -490945.114538
  nChanged 17
		SP:Iteration 21Q (60353.920000 sec): 3 clusters
  Score: Raw -493741.783986 + Penalty 2792.979733 = -490948.804253
  nChanged 9
		SP:Iteration 22Q (60354.020000 sec): 3 clusters
  Score: Raw -493744.200084 + Penalty 2792.979733 = -490951.220351
  nChanged 11
		SP:Iteration 23Q (60354.110000 sec): 3 clusters
  Score: Raw -493746.258718 + Penalty 2792.979733 = -490953.278985
  nChanged 5
		SP:Iteration 24Q (60354.200000 sec): 3 clusters
  Score: Raw -493747.142163 + Penalty 2792.979733 = -490954.162430
  nChanged 0
		SP:Iteration 25F (60354.300000 sec): 3 clusters
  Score: Raw -493747.142163 + Penalty 2792.979733 = -490954.162430
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 33 (5410 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (60354.380000 sec): 2 clusters
  Score: Raw -444748.993493 + Penalty 1396.850710 = -443352.142783
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (60354.480000 sec): 3 clusters
  Score: Raw -441873.867526 + Penalty 2793.701421 = -439080.166105
  nChanged 2270
		SP:Iteration 1F (60354.580000 sec): 3 clusters
  Score: Raw -443497.446891 + Penalty 2793.701421 = -440703.745470
  nChanged 564
		SP:Iteration 2F (60354.680000 sec): 3 clusters
  Score: Raw -444243.188645 + Penalty 2793.701421 = -441449.487224
  nChanged 546
		SP:Iteration 3F (60354.780000 sec): 3 clusters
  Score: Raw -444942.105672 + Penalty 2793.701421 = -442148.404251
  nChanged 440
		SP:Iteration 4F (60354.860000 sec): 3 clusters
  Score: Raw -445460.567615 + Penalty 2793.701421 = -442666.866195
  nChanged 332
		SP:Iteration 5F (60354.960000 sec): 3 clusters
  Score: Raw -445794.301495 + Penalty 2793.701421 = -443000.600074
  nChanged 214
		SP:Iteration 6Q (60355.060000 sec): 3 clusters
  Score: Raw -445984.405230 + Penalty 2793.701421 = -443190.703809
  nChanged 148
		SP:Iteration 7Q (60355.160000 sec): 3 clusters
  Score: Raw -446075.233939 + Penalty 2793.701421 = -443281.532518
  nChanged 83
		SP:Iteration 8Q (60355.250000 sec): 3 clusters
  Score: Raw -446112.596013 + Penalty 2793.701421 = -443318.894592
  nChanged 44
		SP:Iteration 9Q (60355.340000 sec): 3 clusters
  Score: Raw -446125.101476 + Penalty 2793.701421 = -443331.400055
  nChanged 22
		SP:Iteration 10Q (60355.440000 sec): 3 clusters
  Score: Raw -446132.054712 + Penalty 2793.701421 = -443338.353291
  nChanged 19
		SP:Iteration 11Q (60355.540000 sec): 3 clusters
  Score: Raw -446139.953871 + Penalty 2793.701421 = -443346.252450
  nChanged 12
		SP:Iteration 12Q (60355.630000 sec): 3 clusters
  Score: Raw -446142.775020 + Penalty 2793.701421 = -443349.073599
  nChanged 4
		SP:Iteration 13Q (60355.730000 sec): 3 clusters
  Score: Raw -446143.555877 + Penalty 2793.701421 = -443349.854456
  nChanged 1
		SP:Iteration 14Q (60355.820000 sec): 3 clusters
  Score: Raw -446143.681497 + Penalty 2793.701421 = -443349.980077
  nChanged 0
		SP:Iteration 15F (60355.920000 sec): 3 clusters
  Score: Raw -446143.681497 + Penalty 2793.701421 = -443349.980077
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 34 (21524 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (60356.160000 sec): 2 clusters
  Score: Raw -2030919.555963 + Penalty 1621.250129 = -2029298.305834
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (60356.420000 sec): 3 clusters
  Score: Raw -2017944.833586 + Penalty 3242.500258 = -2014702.333328
  nChanged 9740
		SP:Iteration 1F (60356.680000 sec): 3 clusters
  Score: Raw -2023194.522220 + Penalty 3242.500258 = -2019952.021962
  nChanged 973
		SP:Iteration 2Q (60356.970000 sec): 3 clusters
  Score: Raw -2023462.526414 + Penalty 3242.500258 = -2020220.026156
  nChanged 813
		SP:Iteration 3Q (60357.260000 sec): 3 clusters
  Score: Raw -2023672.116318 + Penalty 3242.500258 = -2020429.616060
  nChanged 718
		SP:Iteration 4Q (60357.560000 sec): 3 clusters
  Score: Raw -2023868.049744 + Penalty 3242.500258 = -2020625.549486
  nChanged 674
		SP:Iteration 5Q (60357.850000 sec): 3 clusters
  Score: Raw -2024058.767228 + Penalty 3242.500258 = -2020816.266970
  nChanged 701
		SP:Iteration 6Q (60358.140000 sec): 3 clusters
  Score: Raw -2024283.193523 + Penalty 3242.500258 = -2021040.693265
  nChanged 769
		SP:Iteration 7Q (60358.410000 sec): 3 clusters
  Score: Raw -2024557.899844 + Penalty 3242.500258 = -2021315.399586
  nChanged 849
		SP:Iteration 8Q (60358.710000 sec): 3 clusters
  Score: Raw -2024903.560166 + Penalty 3242.500258 = -2021661.059908
  nChanged 978
		SP:Iteration 9Q (60359.000000 sec): 3 clusters
  Score: Raw -2025396.461330 + Penalty 3242.500258 = -2022153.961072
  nChanged 1220
		SP:Iteration 10F (60359.280000 sec): 3 clusters
  Score: Raw -2026141.463975 + Penalty 3242.500258 = -2022898.963717
  nChanged 1424
		SP:Iteration 11F (60359.560000 sec): 3 clusters
  Score: Raw -2027189.488406 + Penalty 3242.500258 = -2023946.988148
  nChanged 1468
		SP:Iteration 12F (60359.840000 sec): 3 clusters
  Score: Raw -2028402.186146 + Penalty 3242.500258 = -2025159.685888
  nChanged 1201
		SP:Iteration 13F (60360.110000 sec): 3 clusters
  Score: Raw -2029458.854476 + Penalty 3242.500258 = -2026216.354218
  nChanged 861
		SP:Iteration 14Q (60360.370000 sec): 3 clusters
  Score: Raw -2030244.943448 + Penalty 3242.500258 = -2027002.443190
  nChanged 475
		SP:Iteration 15Q (60360.640000 sec): 3 clusters
  Score: Raw -2030693.247670 + Penalty 3242.500258 = -2027450.747412
  nChanged 219
		SP:Iteration 16Q (60360.880000 sec): 3 clusters
  Score: Raw -2030898.138564 + Penalty 3242.500258 = -2027655.638306
  nChanged 96
		SP:Iteration 17Q (60361.140000 sec): 3 clusters
  Score: Raw -2030994.494464 + Penalty 3242.500258 = -2027751.994206
  nChanged 47
		SP:Iteration 18Q (60361.400000 sec): 3 clusters
  Score: Raw -2031040.290427 + Penalty 3242.500258 = -2027797.790169
  nChanged 22
		SP:Iteration 19Q (60361.660000 sec): 3 clusters
  Score: Raw -2031066.608446 + Penalty 3242.500258 = -2027824.108188
  nChanged 15
		SP:Iteration 20F (60361.940000 sec): 3 clusters
  Score: Raw -2031079.991564 + Penalty 3242.500258 = -2027837.491306
  nChanged 5
		SP:Iteration 21Q (60362.190000 sec): 3 clusters
  Score: Raw -2031084.940980 + Penalty 3242.500258 = -2027842.440722
  nChanged 7
		SP:Iteration 22Q (60362.430000 sec): 3 clusters
  Score: Raw -2031095.872651 + Penalty 3242.500258 = -2027853.372393
  nChanged 5
		SP:Iteration 23Q (60362.690000 sec): 3 clusters
  Score: Raw -2031102.190727 + Penalty 3242.500258 = -2027859.690469
  nChanged 4
		SP:Iteration 24Q (60362.950000 sec): 3 clusters
  Score: Raw -2031107.341259 + Penalty 3242.500258 = -2027864.841001
  nChanged 3
		SP:Iteration 25Q (60363.230000 sec): 3 clusters
  Score: Raw -2031114.421998 + Penalty 3242.500258 = -2027871.921740
  nChanged 7
		SP:Iteration 26Q (60363.500000 sec): 3 clusters
  Score: Raw -2031124.646814 + Penalty 3242.500258 = -2027882.146556
  nChanged 3
		SP:Iteration 27Q (60363.730000 sec): 3 clusters
  Score: Raw -2031130.201989 + Penalty 3242.500258 = -2027887.701731
  nChanged 3
		SP:Iteration 28Q (60363.990000 sec): 3 clusters
  Score: Raw -2031133.691517 + Penalty 3242.500258 = -2027891.191259
  nChanged 2
		SP:Iteration 29Q (60364.230000 sec): 3 clusters
  Score: Raw -2031136.514775 + Penalty 3242.500258 = -2027894.014517
  nChanged 2
		SP:Iteration 30Q (60364.490000 sec): 3 clusters
  Score: Raw -2031139.348024 + Penalty 3242.500258 = -2027896.847766
  nChanged 1
		SP:Iteration 31Q (60364.730000 sec): 3 clusters
  Score: Raw -2031140.392370 + Penalty 3242.500258 = -2027897.892112
  nChanged 0
		SP:Iteration 32F (60365.010000 sec): 3 clusters
  Score: Raw -2031140.392370 + Penalty 3242.500258 = -2027897.892112
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 35 (5954 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (60365.080000 sec): 2 clusters
  Score: Raw -501266.740374 + Penalty 1412.420513 = -499854.319861
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (60365.230000 sec): 3 clusters
  Score: Raw -498136.756119 + Penalty 2824.841026 = -495311.915093
  nChanged 2411
		SP:Iteration 1F (60365.340000 sec): 3 clusters
  Score: Raw -499573.770516 + Penalty 2824.841026 = -496748.929489
  nChanged 435
		SP:Iteration 2F (60365.450000 sec): 3 clusters
  Score: Raw -499878.814507 + Penalty 2824.841026 = -497053.973481
  nChanged 371
		SP:Iteration 3F (60365.560000 sec): 3 clusters
  Score: Raw -500141.692378 + Penalty 2824.841026 = -497316.851352
  nChanged 363
		SP:Iteration 4F (60365.670000 sec): 3 clusters
  Score: Raw -500376.867862 + Penalty 2824.841026 = -497552.026836
  nChanged 327
		SP:Iteration 5F (60365.770000 sec): 3 clusters
  Score: Raw -500621.934235 + Penalty 2824.841026 = -497797.093209
  nChanged 321
		SP:Iteration 6F (60365.890000 sec): 3 clusters
  Score: Raw -500888.989856 + Penalty 2824.841026 = -498064.148830
  nChanged 333
		SP:Iteration 7F (60365.990000 sec): 3 clusters
  Score: Raw -501269.290212 + Penalty 2824.841026 = -498444.449186
  nChanged 369
		SP:Iteration 8F (60366.110000 sec): 3 clusters
  Score: Raw -501782.967028 + Penalty 2824.841026 = -498958.126002
  nChanged 392
		SP:Iteration 9F (60366.210000 sec): 3 clusters
  Score: Raw -502367.746262 + Penalty 2824.841026 = -499542.905236
  nChanged 365
		SP:Iteration 10F (60366.330000 sec): 3 clusters
  Score: Raw -502912.437744 + Penalty 2824.841026 = -500087.596718
  nChanged 318
		SP:Iteration 11F (60366.430000 sec): 3 clusters
  Score: Raw -503390.725852 + Penalty 2824.841026 = -500565.884826
  nChanged 234
		SP:Iteration 12Q (60366.540000 sec): 3 clusters
  Score: Raw -503664.098649 + Penalty 2824.841026 = -500839.257623
  nChanged 137
		SP:Iteration 13Q (60366.650000 sec): 3 clusters
  Score: Raw -503766.379873 + Penalty 2824.841026 = -500941.538847
  nChanged 69
		SP:Iteration 14Q (60366.750000 sec): 3 clusters
  Score: Raw -503813.971059 + Penalty 2824.841026 = -500989.130033
  nChanged 57
		SP:Iteration 15Q (60366.860000 sec): 3 clusters
  Score: Raw -503849.554315 + Penalty 2824.841026 = -501024.713289
  nChanged 45
		SP:Iteration 16Q (60366.970000 sec): 3 clusters
  Score: Raw -503874.917886 + Penalty 2824.841026 = -501050.076860
  nChanged 39
		SP:Iteration 17Q (60367.070000 sec): 3 clusters
  Score: Raw -503892.917608 + Penalty 2824.841026 = -501068.076582
  nChanged 23
		SP:Iteration 18Q (60367.180000 sec): 3 clusters
  Score: Raw -503900.256984 + Penalty 2824.841026 = -501075.415958
  nChanged 18
		SP:Iteration 19Q (60367.280000 sec): 3 clusters
  Score: Raw -503906.183500 + Penalty 2824.841026 = -501081.342474
  nChanged 8
		SP:Iteration 20F (60367.390000 sec): 3 clusters
  Score: Raw -503908.743701 + Penalty 2824.841026 = -501083.902675
  nChanged 11
		SP:Iteration 21Q (60367.490000 sec): 3 clusters
  Score: Raw -503912.900523 + Penalty 2824.841026 = -501088.059497
  nChanged 9
		SP:Iteration 22Q (60367.600000 sec): 3 clusters
  Score: Raw -503915.603532 + Penalty 2824.841026 = -501090.762506
  nChanged 9
		SP:Iteration 23Q (60367.700000 sec): 3 clusters
  Score: Raw -503919.320365 + Penalty 2824.841026 = -501094.479339
  nChanged 4
		SP:Iteration 24Q (60367.810000 sec): 3 clusters
  Score: Raw -503920.224800 + Penalty 2824.841026 = -501095.383774
  nChanged 2
		SP:Iteration 25Q (60367.910000 sec): 3 clusters
  Score: Raw -503920.632233 + Penalty 2824.841026 = -501095.791207
  nChanged 0
		SP:Iteration 26F (60368.020000 sec): 3 clusters
  Score: Raw -503920.632233 + Penalty 2824.841026 = -501095.791207
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 81.
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 36 (737 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (60368.080000 sec): 2 clusters
  Score: Raw -59602.085075 + Penalty 1072.920532 = -58529.164542
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (60368.090000 sec): 3 clusters
  Score: Raw -59553.431806 + Penalty 2145.841065 = -57407.590741
  nChanged 228
		SP:Iteration 1F (60368.110000 sec): 3 clusters
  Score: Raw -59908.185618 + Penalty 2145.841065 = -57762.344553
  nChanged 105
		SP:Iteration 2F (60368.120000 sec): 3 clusters
  Score: Raw -60449.902217 + Penalty 2145.841065 = -58304.061152
  nChanged 102
		SP:Iteration 3F (60368.140000 sec): 3 clusters
  Score: Raw -61295.795959 + Penalty 2145.841065 = -59149.954894
  nChanged 63
		SP:Iteration 4F (60368.150000 sec): 3 clusters
  Score: Raw -62289.632389 + Penalty 2145.841065 = -60143.791324
  nChanged 35
		SP:Iteration 5Q (60368.170000 sec): 3 clusters
  Score: Raw -62759.498023 + Penalty 2145.841065 = -60613.656958
  nChanged 15
		SP:Iteration 6Q (60368.180000 sec): 3 clusters
  Score: Raw -63256.431087 + Penalty 2145.841065 = -61110.590022
  nChanged 7
		SP:Iteration 7Q (60368.200000 sec): 3 clusters
  Score: Raw -63346.716688 + Penalty 2145.841065 = -61200.875623
  nChanged 2
		SP:Iteration 8Q (60368.210000 sec): 3 clusters
  Score: Raw -63355.518132 + Penalty 2145.841065 = -61209.677067
  nChanged 0
		SP:Iteration 9F (60368.230000 sec): 3 clusters
  Score: Raw -63355.518132 + Penalty 2145.841065 = -61209.677067
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 82.
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 37 (2208 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (60368.300000 sec): 2 clusters
  Score: Raw -186801.716748 + Penalty 1251.224391 = -185550.492357
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (60368.340000 sec): 3 clusters
  Score: Raw -185815.360468 + Penalty 2502.448782 = -183312.911686
  nChanged 808
		SP:Iteration 1F (60368.390000 sec): 3 clusters
  Score: Raw -186462.153517 + Penalty 2502.448782 = -183959.704734
  nChanged 251
		SP:Iteration 2F (60368.430000 sec): 3 clusters
  Score: Raw -186717.191293 + Penalty 2502.448782 = -184214.742511
  nChanged 179
		SP:Iteration 3F (60368.470000 sec): 3 clusters
  Score: Raw -186892.006071 + Penalty 2502.448782 = -184389.557288
  nChanged 120
		SP:Iteration 4F (60368.510000 sec): 3 clusters
  Score: Raw -186996.468457 + Penalty 2502.448782 = -184494.019675
  nChanged 71
		SP:Iteration 5Q (60368.550000 sec): 3 clusters
  Score: Raw -187050.837856 + Penalty 2502.448782 = -184548.389074
  nChanged 46
		SP:Iteration 6Q (60368.590000 sec): 3 clusters
  Score: Raw -187082.122266 + Penalty 2502.448782 = -184579.673484
  nChanged 32
		SP:Iteration 7Q (60368.640000 sec): 3 clusters
  Score: Raw -187105.674287 + Penalty 2502.448782 = -184603.225504
  nChanged 26
		SP:Iteration 8Q (60368.680000 sec): 3 clusters
  Score: Raw -187123.034841 + Penalty 2502.448782 = -184620.586059
  nChanged 19
		SP:Iteration 9Q (60368.720000 sec): 3 clusters
  Score: Raw -187135.815040 + Penalty 2502.448782 = -184633.366257
  nChanged 21
		SP:Iteration 10Q (60368.760000 sec): 3 clusters
  Score: Raw -187152.236392 + Penalty 2502.448782 = -184649.787609
  nChanged 15
		SP:Iteration 11Q (60368.810000 sec): 3 clusters
  Score: Raw -187163.556953 + Penalty 2502.448782 = -184661.108171
  nChanged 12
		SP:Iteration 12Q (60368.850000 sec): 3 clusters
  Score: Raw -187170.102553 + Penalty 2502.448782 = -184667.653771
  nChanged 7
		SP:Iteration 13Q (60368.890000 sec): 3 clusters
  Score: Raw -187173.308592 + Penalty 2502.448782 = -184670.859809
  nChanged 5
		SP:Iteration 14Q (60368.930000 sec): 3 clusters
  Score: Raw -187175.806018 + Penalty 2502.448782 = -184673.357235
  nChanged 3
		SP:Iteration 15Q (60368.970000 sec): 3 clusters
  Score: Raw -187176.663552 + Penalty 2502.448782 = -184674.214770
  nChanged 2
		SP:Iteration 16Q (60369.010000 sec): 3 clusters
  Score: Raw -187177.381924 + Penalty 2502.448782 = -184674.933142
  nChanged 1
		SP:Iteration 17Q (60369.060000 sec): 3 clusters
  Score: Raw -187177.695994 + Penalty 2502.448782 = -184675.247211
  nChanged 1
		SP:Iteration 18Q (60369.100000 sec): 3 clusters
  Score: Raw -187177.991412 + Penalty 2502.448782 = -184675.542629
  nChanged 1
		SP:Iteration 19Q (60369.140000 sec): 3 clusters
  Score: Raw -187178.445435 + Penalty 2502.448782 = -184675.996653
  nChanged 3
		SP:Iteration 20F (60369.180000 sec): 3 clusters
  Score: Raw -187179.552148 + Penalty 2502.448782 = -184677.103366
  nChanged 1
		SP:Iteration 21Q (60369.220000 sec): 3 clusters
  Score: Raw -187179.926426 + Penalty 2502.448782 = -184677.477644
  nChanged 2
		SP:Iteration 22Q (60369.270000 sec): 3 clusters
  Score: Raw -187180.630579 + Penalty 2502.448782 = -184678.181796
  nChanged 2
		SP:Iteration 23Q (60369.310000 sec): 3 clusters
  Score: Raw -187181.275018 + Penalty 2502.448782 = -184678.826236
  nChanged 3
		SP:Iteration 24Q (60369.350000 sec): 3 clusters
  Score: Raw -187182.547747 + Penalty 2502.448782 = -184680.098965
  nChanged 2
		SP:Iteration 25Q (60369.390000 sec): 3 clusters
  Score: Raw -187183.358922 + Penalty 2502.448782 = -184680.910139
  nChanged 2
		SP:Iteration 26Q (60369.440000 sec): 3 clusters
  Score: Raw -187184.413437 + Penalty 2502.448782 = -184681.964654
  nChanged 2
		SP:Iteration 27Q (60369.480000 sec): 3 clusters
  Score: Raw -187185.167488 + Penalty 2502.448782 = -184682.718706
  nChanged 2
		SP:Iteration 28Q (60369.520000 sec): 3 clusters
  Score: Raw -187185.658814 + Penalty 2502.448782 = -184683.210032
  nChanged 1
		SP:Iteration 29Q (60369.560000 sec): 3 clusters
  Score: Raw -187186.250987 + Penalty 2502.448782 = -184683.802204
  nChanged 1
		SP:Iteration 30Q (60369.600000 sec): 3 clusters
  Score: Raw -187186.534110 + Penalty 2502.448782 = -184684.085327
  nChanged 0
		SP:Iteration 31F (60369.640000 sec): 3 clusters
  Score: Raw -187186.534110 + Penalty 2502.448782 = -184684.085327
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 38 (4051 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (60369.720000 sec): 2 clusters
  Score: Raw -368492.158412 + Penalty 1349.841845 = -367142.316567
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (60369.800000 sec): 3 clusters
  Score: Raw -366507.296365 + Penalty 2699.683689 = -363807.612676
  nChanged 1595
		SP:Iteration 1F (60369.870000 sec): 3 clusters
  Score: Raw -367392.883832 + Penalty 2699.683689 = -364693.200143
  nChanged 352
		SP:Iteration 2F (60369.950000 sec): 3 clusters
  Score: Raw -367757.125385 + Penalty 2699.683689 = -365057.441696
  nChanged 354
		SP:Iteration 3F (60370.020000 sec): 3 clusters
  Score: Raw -368467.446995 + Penalty 2699.683689 = -365767.763305
  nChanged 443
		SP:Iteration 4F (60370.100000 sec): 3 clusters
  Score: Raw -369270.848648 + Penalty 2699.683689 = -366571.164959
  nChanged 389
		SP:Iteration 5F (60370.170000 sec): 3 clusters
  Score: Raw -369801.922050 + Penalty 2699.683689 = -367102.238361
  nChanged 264
		SP:Iteration 6F (60370.250000 sec): 3 clusters
  Score: Raw -370065.341384 + Penalty 2699.683689 = -367365.657695
  nChanged 148
		SP:Iteration 7Q (60370.320000 sec): 3 clusters
  Score: Raw -370164.710777 + Penalty 2699.683689 = -367465.027088
  nChanged 90
		SP:Iteration 8Q (60370.400000 sec): 3 clusters
  Score: Raw -370207.948332 + Penalty 2699.683689 = -367508.264643
  nChanged 45
		SP:Iteration 9Q (60370.480000 sec): 3 clusters
  Score: Raw -370234.529283 + Penalty 2699.683689 = -367534.845594
  nChanged 39
		SP:Iteration 10Q (60370.550000 sec): 3 clusters
  Score: Raw -370258.852771 + Penalty 2699.683689 = -367559.169082
  nChanged 26
		SP:Iteration 11Q (60370.620000 sec): 3 clusters
  Score: Raw -370270.947316 + Penalty 2699.683689 = -367571.263627
  nChanged 14
		SP:Iteration 12Q (60370.700000 sec): 3 clusters
  Score: Raw -370276.247370 + Penalty 2699.683689 = -367576.563681
  nChanged 10
		SP:Iteration 13Q (60370.780000 sec): 3 clusters
  Score: Raw -370279.797206 + Penalty 2699.683689 = -367580.113517
  nChanged 5
		SP:Iteration 14Q (60370.850000 sec): 3 clusters
  Score: Raw -370282.976302 + Penalty 2699.683689 = -367583.292613
  nChanged 6
		SP:Iteration 15Q (60370.920000 sec): 3 clusters
  Score: Raw -370285.431438 + Penalty 2699.683689 = -367585.747749
  nChanged 6
		SP:Iteration 16Q (60371.000000 sec): 3 clusters
  Score: Raw -370287.143066 + Penalty 2699.683689 = -367587.459377
  nChanged 4
		SP:Iteration 17Q (60371.080000 sec): 3 clusters
  Score: Raw -370288.588191 + Penalty 2699.683689 = -367588.904502
  nChanged 2
		SP:Iteration 18Q (60371.150000 sec): 3 clusters
  Score: Raw -370289.038534 + Penalty 2699.683689 = -367589.354845
  nChanged 2
		SP:Iteration 19Q (60371.230000 sec): 3 clusters
  Score: Raw -370289.896175 + Penalty 2699.683689 = -367590.212486
  nChanged 4
		SP:Iteration 20F (60371.300000 sec): 3 clusters
  Score: Raw -370291.844790 + Penalty 2699.683689 = -367592.161101
  nChanged 3
		SP:Iteration 21Q (60371.380000 sec): 3 clusters
  Score: Raw -370292.710003 + Penalty 2699.683689 = -367593.026313
  nChanged 1
		SP:Iteration 22Q (60371.450000 sec): 3 clusters
  Score: Raw -370293.017389 + Penalty 2699.683689 = -367593.333700
  nChanged 1
		SP:Iteration 23Q (60371.520000 sec): 3 clusters
  Score: Raw -370293.169243 + Penalty 2699.683689 = -367593.485554
  nChanged 1
		SP:Iteration 24Q (60371.600000 sec): 3 clusters
  Score: Raw -370293.329168 + Penalty 2699.683689 = -367593.645479
  nChanged 1
		SP:Iteration 25Q (60371.680000 sec): 3 clusters
  Score: Raw -370294.247368 + Penalty 2699.683689 = -367594.563679
  nChanged 3
		SP:Iteration 26Q (60371.750000 sec): 3 clusters
  Score: Raw -370295.490109 + Penalty 2699.683689 = -367595.806420
  nChanged 2
		SP:Iteration 27Q (60371.820000 sec): 3 clusters
  Score: Raw -370296.142252 + Penalty 2699.683689 = -367596.458563
  nChanged 0
		SP:Iteration 28F (60371.900000 sec): 3 clusters
  Score: Raw -370296.142252 + Penalty 2699.683689 = -367596.458563
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 83.
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 39 (5468 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (60371.990000 sec): 2 clusters
  Score: Raw -448455.851777 + Penalty 1398.583582 = -447057.268194
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (60372.140000 sec): 3 clusters
  Score: Raw -445616.023120 + Penalty 2797.167164 = -442818.855956
  nChanged 2241
		SP:Iteration 1F (60372.230000 sec): 3 clusters
  Score: Raw -446955.541439 + Penalty 2797.167164 = -444158.374275
  nChanged 423
		SP:Iteration 2F (60372.330000 sec): 3 clusters
  Score: Raw -447218.043466 + Penalty 2797.167164 = -444420.876302
  nChanged 346
		SP:Iteration 3F (60372.420000 sec): 3 clusters
  Score: Raw -447448.212958 + Penalty 2797.167164 = -444651.045794
  nChanged 305
		SP:Iteration 4F (60372.520000 sec): 3 clusters
  Score: Raw -447647.948794 + Penalty 2797.167164 = -444850.781630
  nChanged 243
		SP:Iteration 5Q (60372.620000 sec): 3 clusters
  Score: Raw -447829.052882 + Penalty 2797.167164 = -445031.885717
  nChanged 243
		SP:Iteration 6Q (60372.720000 sec): 3 clusters
  Score: Raw -448048.380909 + Penalty 2797.167164 = -445251.213745
  nChanged 228
		SP:Iteration 7Q (60372.820000 sec): 3 clusters
  Score: Raw -448250.026091 + Penalty 2797.167164 = -445452.858926
  nChanged 224
		SP:Iteration 8Q (60372.910000 sec): 3 clusters
  Score: Raw -448444.423726 + Penalty 2797.167164 = -445647.256561
  nChanged 252
		SP:Iteration 9Q (60373.010000 sec): 3 clusters
  Score: Raw -448685.591263 + Penalty 2797.167164 = -445888.424099
  nChanged 246
		SP:Iteration 10Q (60373.110000 sec): 3 clusters
  Score: Raw -448915.208647 + Penalty 2797.167164 = -446118.041483
  nChanged 231
		SP:Iteration 11Q (60373.200000 sec): 3 clusters
  Score: Raw -449114.083041 + Penalty 2797.167164 = -446316.915877
  nChanged 181
		SP:Iteration 12Q (60373.300000 sec): 3 clusters
  Score: Raw -449247.704971 + Penalty 2797.167164 = -446450.537807
  nChanged 128
		SP:Iteration 13Q (60373.390000 sec): 3 clusters
  Score: Raw -449326.040144 + Penalty 2797.167164 = -446528.872980
  nChanged 96
		SP:Iteration 14Q (60373.490000 sec): 3 clusters
  Score: Raw -449380.046623 + Penalty 2797.167164 = -446582.879458
  nChanged 79
		SP:Iteration 15Q (60373.580000 sec): 3 clusters
  Score: Raw -449423.742760 + Penalty 2797.167164 = -446626.575596
  nChanged 67
		SP:Iteration 16Q (60373.680000 sec): 3 clusters
  Score: Raw -449451.063454 + Penalty 2797.167164 = -446653.896289
  nChanged 40
		SP:Iteration 17Q (60373.770000 sec): 3 clusters
  Score: Raw -449463.593724 + Penalty 2797.167164 = -446666.426560
  nChanged 22
		SP:Iteration 18Q (60373.870000 sec): 3 clusters
  Score: Raw -449475.880516 + Penalty 2797.167164 = -446678.713352
  nChanged 23
		SP:Iteration 19Q (60373.960000 sec): 3 clusters
  Score: Raw -449484.416868 + Penalty 2797.167164 = -446687.249704
  nChanged 24
		SP:Iteration 20F (60374.060000 sec): 3 clusters
  Score: Raw -449493.790590 + Penalty 2797.167164 = -446696.623426
  nChanged 17
		SP:Iteration 21Q (60374.160000 sec): 3 clusters
  Score: Raw -449498.338999 + Penalty 2797.167164 = -446701.171835
  nChanged 13
		SP:Iteration 22Q (60374.250000 sec): 3 clusters
  Score: Raw -449500.961804 + Penalty 2797.167164 = -446703.794640
  nChanged 6
		SP:Iteration 23Q (60374.350000 sec): 3 clusters
  Score: Raw -449502.076865 + Penalty 2797.167164 = -446704.909701
  nChanged 5
		SP:Iteration 24Q (60374.440000 sec): 3 clusters
  Score: Raw -449503.059100 + Penalty 2797.167164 = -446705.891936
  nChanged 6
		SP:Iteration 25Q (60374.540000 sec): 3 clusters
  Score: Raw -449504.558685 + Penalty 2797.167164 = -446707.391521
  nChanged 4
		SP:Iteration 26Q (60374.640000 sec): 3 clusters
  Score: Raw -449505.137761 + Penalty 2797.167164 = -446707.970597
  nChanged 3
		SP:Iteration 27Q (60374.730000 sec): 3 clusters
  Score: Raw -449505.625631 + Penalty 2797.167164 = -446708.458466
  nChanged 3
		SP:Iteration 28Q (60374.820000 sec): 3 clusters
  Score: Raw -449505.902032 + Penalty 2797.167164 = -446708.734868
  nChanged 0
		SP:Iteration 29F (60374.920000 sec): 3 clusters
  Score: Raw -449505.902032 + Penalty 2797.167164 = -446708.734868
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 40 (22747 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (60375.140000 sec): 2 clusters
  Score: Raw -2151768.533006 + Penalty 1630.230639 = -2150138.302367
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (60375.420000 sec): 3 clusters
  Score: Raw -2138060.556157 + Penalty 3260.461278 = -2134800.094879
  nChanged 10287
		SP:Iteration 1F (60375.680000 sec): 3 clusters
  Score: Raw -2143715.853550 + Penalty 3260.461278 = -2140455.392272
  nChanged 1088
		SP:Iteration 2Q (60375.960000 sec): 3 clusters
  Score: Raw -2144079.047819 + Penalty 3260.461278 = -2140818.586541
  nChanged 978
		SP:Iteration 3Q (60376.240000 sec): 3 clusters
  Score: Raw -2144395.076120 + Penalty 3260.461278 = -2141134.614842
  nChanged 922
		SP:Iteration 4Q (60376.520000 sec): 3 clusters
  Score: Raw -2144718.496781 + Penalty 3260.461278 = -2141458.035503
  nChanged 951
		SP:Iteration 5Q (60376.800000 sec): 3 clusters
  Score: Raw -2145057.968360 + Penalty 3260.461278 = -2141797.507082
  nChanged 958
		SP:Iteration 6Q (60377.080000 sec): 3 clusters
  Score: Raw -2145448.895646 + Penalty 3260.461278 = -2142188.434368
  nChanged 988
		SP:Iteration 7Q (60377.350000 sec): 3 clusters
  Score: Raw -2145890.568529 + Penalty 3260.461278 = -2142630.107251
  nChanged 1008
		SP:Iteration 8Q (60377.630000 sec): 3 clusters
  Score: Raw -2146404.160203 + Penalty 3260.461278 = -2143143.698925
  nChanged 1104
		SP:Iteration 9Q (60377.900000 sec): 3 clusters
  Score: Raw -2147100.687625 + Penalty 3260.461278 = -2143840.226347
  nChanged 1104
		SP:Iteration 10Q (60378.180000 sec): 3 clusters
  Score: Raw -2147922.965301 + Penalty 3260.461278 = -2144662.504023
  nChanged 1055
		SP:Iteration 11Q (60378.500000 sec): 3 clusters
  Score: Raw -2148778.709027 + Penalty 3260.461278 = -2145518.247749
  nChanged 855
		SP:Iteration 12Q (60378.810000 sec): 3 clusters
  Score: Raw -2149424.155886 + Penalty 3260.461278 = -2146163.694608
  nChanged 679
		SP:Iteration 13Q (60379.100000 sec): 3 clusters
  Score: Raw -2149846.918857 + Penalty 3260.461278 = -2146586.457579
  nChanged 526
		SP:Iteration 14Q (60379.390000 sec): 3 clusters
  Score: Raw -2150133.840550 + Penalty 3260.461278 = -2146873.379272
  nChanged 434
		SP:Iteration 15Q (60379.650000 sec): 3 clusters
  Score: Raw -2150353.729434 + Penalty 3260.461278 = -2147093.268156
  nChanged 356
		SP:Iteration 16Q (60379.930000 sec): 3 clusters
  Score: Raw -2150522.552631 + Penalty 3260.461278 = -2147262.091353
  nChanged 312
		SP:Iteration 17Q (60380.210000 sec): 3 clusters
  Score: Raw -2150661.188643 + Penalty 3260.461278 = -2147400.727365
  nChanged 262
		SP:Iteration 18Q (60380.490000 sec): 3 clusters
  Score: Raw -2150766.845320 + Penalty 3260.461278 = -2147506.384042
  nChanged 254
		SP:Iteration 19Q (60380.760000 sec): 3 clusters
  Score: Raw -2150875.247475 + Penalty 3260.461278 = -2147614.786197
  nChanged 257
		SP:Iteration 20F (60381.060000 sec): 3 clusters
  Score: Raw -2150990.346785 + Penalty 3260.461278 = -2147729.885507
  nChanged 236
		SP:Iteration 21Q (60381.300000 sec): 3 clusters
  Score: Raw -2151093.345860 + Penalty 3260.461278 = -2147832.884582
  nChanged 208
		SP:Iteration 22Q (60381.550000 sec): 3 clusters
  Score: Raw -2151170.860391 + Penalty 3260.461278 = -2147910.399113
  nChanged 182
		SP:Iteration 23Q (60381.840000 sec): 3 clusters
  Score: Raw -2151232.586381 + Penalty 3260.461278 = -2147972.125103
  nChanged 159
		SP:Iteration 24Q (60382.130000 sec): 3 clusters
  Score: Raw -2151289.430941 + Penalty 3260.461278 = -2148028.969663
  nChanged 145
		SP:Iteration 25Q (60382.370000 sec): 3 clusters
  Score: Raw -2151345.372694 + Penalty 3260.461278 = -2148084.911416
  nChanged 121
		SP:Iteration 26Q (60382.660000 sec): 3 clusters
  Score: Raw -2151390.819586 + Penalty 3260.461278 = -2148130.358308
  nChanged 118
		SP:Iteration 27Q (60382.940000 sec): 3 clusters
  Score: Raw -2151434.915263 + Penalty 3260.461278 = -2148174.453985
  nChanged 106
		SP:Iteration 28Q (60383.230000 sec): 3 clusters
  Score: Raw -2151471.539250 + Penalty 3260.461278 = -2148211.077972
  nChanged 87
		SP:Iteration 29Q (60383.520000 sec): 3 clusters
  Score: Raw -2151500.415416 + Penalty 3260.461278 = -2148239.954138
  nChanged 96
		SP:Iteration 30Q (60383.760000 sec): 3 clusters
  Score: Raw -2151536.742550 + Penalty 3260.461278 = -2148276.281272
  nChanged 91
		SP:Iteration 31Q (60384.050000 sec): 3 clusters
  Score: Raw -2151573.557890 + Penalty 3260.461278 = -2148313.096613
  nChanged 89
		SP:Iteration 32Q (60384.330000 sec): 3 clusters
  Score: Raw -2151605.654921 + Penalty 3260.461278 = -2148345.193643
  nChanged 77
		SP:Iteration 33Q (60384.620000 sec): 3 clusters
  Score: Raw -2151634.963711 + Penalty 3260.461278 = -2148374.502433
  nChanged 64
		SP:Iteration 34Q (60384.900000 sec): 3 clusters
  Score: Raw -2151654.755291 + Penalty 3260.461278 = -2148394.294013
  nChanged 42
		SP:Iteration 35Q (60385.180000 sec): 3 clusters
  Score: Raw -2151669.872110 + Penalty 3260.461278 = -2148409.410832
  nChanged 42
		SP:Iteration 36Q (60385.430000 sec): 3 clusters
  Score: Raw -2151688.621788 + Penalty 3260.461278 = -2148428.160510
  nChanged 60
		SP:Iteration 37Q (60385.710000 sec): 3 clusters
  Score: Raw -2151709.688615 + Penalty 3260.461278 = -2148449.227337
  nChanged 36
		SP:Iteration 38Q (60386.000000 sec): 3 clusters
  Score: Raw -2151723.273919 + Penalty 3260.461278 = -2148462.812641
  nChanged 40
		SP:Iteration 39Q (60386.280000 sec): 3 clusters
  Score: Raw -2151737.884367 + Penalty 3260.461278 = -2148477.423089
  nChanged 34
		SP:Iteration 40F (60386.580000 sec): 3 clusters
  Score: Raw -2151753.297796 + Penalty 3260.461278 = -2148492.836518
  nChanged 38
		SP:Iteration 41Q (60386.840000 sec): 3 clusters
  Score: Raw -2151769.510955 + Penalty 3260.461278 = -2148509.049677
  nChanged 43
		SP:Iteration 42Q (60387.130000 sec): 3 clusters
  Score: Raw -2151786.878254 + Penalty 3260.461278 = -2148526.416976
  nChanged 36
		SP:Iteration 43Q (60387.410000 sec): 3 clusters
  Score: Raw -2151803.840619 + Penalty 3260.461278 = -2148543.379341
  nChanged 36
		SP:Iteration 44Q (60387.700000 sec): 3 clusters
  Score: Raw -2151819.561449 + Penalty 3260.461278 = -2148559.100171
  nChanged 35
		SP:Iteration 45Q (60387.980000 sec): 3 clusters
  Score: Raw -2151831.156493 + Penalty 3260.461278 = -2148570.695215
  nChanged 28
		SP:Iteration 46Q (60388.220000 sec): 3 clusters
  Score: Raw -2151842.217469 + Penalty 3260.461278 = -2148581.756191
  nChanged 25
		SP:Iteration 47Q (60388.490000 sec): 3 clusters
  Score: Raw -2151852.540835 + Penalty 3260.461278 = -2148592.079557
  nChanged 18
		SP:Iteration 48Q (60388.760000 sec): 3 clusters
  Score: Raw -2151859.593705 + Penalty 3260.461278 = -2148599.132427
  nChanged 21
		SP:Iteration 49Q (60389.050000 sec): 3 clusters
  Score: Raw -2151868.218726 + Penalty 3260.461278 = -2148607.757448
  nChanged 20
		SP:Iteration 50Q (60389.330000 sec): 3 clusters
  Score: Raw -2151876.480727 + Penalty 3260.461278 = -2148616.019449
  nChanged 17
		SP:Iteration 51Q (60389.620000 sec): 3 clusters
  Score: Raw -2151881.966416 + Penalty 3260.461278 = -2148621.505138
  nChanged 17
		SP:Iteration 52Q (60389.900000 sec): 3 clusters
  Score: Raw -2151887.501189 + Penalty 3260.461278 = -2148627.039911
  nChanged 7
		SP:Iteration 53Q (60390.180000 sec): 3 clusters
  Score: Raw -2151890.112318 + Penalty 3260.461278 = -2148629.651040
  nChanged 3
		SP:Iteration 54Q (60390.460000 sec): 3 clusters
  Score: Raw -2151890.988894 + Penalty 3260.461278 = -2148630.527616
  nChanged 3
		SP:Iteration 55Q (60390.740000 sec): 3 clusters
  Score: Raw -2151891.473229 + Penalty 3260.461278 = -2148631.011951
  nChanged 1
		SP:Iteration 56Q (60391.020000 sec): 3 clusters
  Score: Raw -2151891.981707 + Penalty 3260.461278 = -2148631.520429
  nChanged 4
		SP:Iteration 57Q (60391.300000 sec): 3 clusters
  Score: Raw -2151893.088875 + Penalty 3260.461278 = -2148632.627597
  nChanged 3
		SP:Iteration 58Q (60391.580000 sec): 3 clusters
  Score: Raw -2151894.246427 + Penalty 3260.461278 = -2148633.785149
  nChanged 4
		SP:Iteration 59Q (60391.860000 sec): 3 clusters
  Score: Raw -2151895.780985 + Penalty 3260.461278 = -2148635.319707
  nChanged 3
		SP:Iteration 60F (60392.160000 sec): 3 clusters
  Score: Raw -2151896.593862 + Penalty 3260.461278 = -2148636.132584
  nChanged 1
		SP:Iteration 61Q (60392.420000 sec): 3 clusters
  Score: Raw -2151897.025581 + Penalty 3260.461278 = -2148636.564303
  nChanged 2
		SP:Iteration 62Q (60392.710000 sec): 3 clusters
  Score: Raw -2151898.251986 + Penalty 3260.461278 = -2148637.790708
  nChanged 5
		SP:Iteration 63Q (60392.990000 sec): 3 clusters
  Score: Raw -2151900.660024 + Penalty 3260.461278 = -2148640.198746
  nChanged 5
		SP:Iteration 64Q (60393.270000 sec): 3 clusters
  Score: Raw -2151902.637039 + Penalty 3260.461278 = -2148642.175761
  nChanged 6
		SP:Iteration 65Q (60393.550000 sec): 3 clusters
  Score: Raw -2151905.153165 + Penalty 3260.461278 = -2148644.691887
  nChanged 5
		SP:Iteration 66Q (60393.830000 sec): 3 clusters
  Score: Raw -2151906.762349 + Penalty 3260.461278 = -2148646.301071
  nChanged 5
		SP:Iteration 67Q (60394.110000 sec): 3 clusters
  Score: Raw -2151908.809813 + Penalty 3260.461278 = -2148648.348535
  nChanged 4
		SP:Iteration 68Q (60394.390000 sec): 3 clusters
  Score: Raw -2151910.257610 + Penalty 3260.461278 = -2148649.796332
  nChanged 3
		SP:Iteration 69Q (60394.670000 sec): 3 clusters
  Score: Raw -2151910.963774 + Penalty 3260.461278 = -2148650.502496
  nChanged 1
		SP:Iteration 70Q (60394.950000 sec): 3 clusters
  Score: Raw -2151911.519065 + Penalty 3260.461278 = -2148651.057787
  nChanged 2
		SP:Iteration 71Q (60395.230000 sec): 3 clusters
  Score: Raw -2151912.317973 + Penalty 3260.461278 = -2148651.856695
  nChanged 2
		SP:Iteration 72Q (60395.510000 sec): 3 clusters
  Score: Raw -2151912.904127 + Penalty 3260.461278 = -2148652.442849
  nChanged 1
		SP:Iteration 73Q (60395.790000 sec): 3 clusters
  Score: Raw -2151913.000188 + Penalty 3260.461278 = -2148652.538910
  nChanged 1
		SP:Iteration 74Q (60396.060000 sec): 3 clusters
  Score: Raw -2151913.171774 + Penalty 3260.461278 = -2148652.710496
  nChanged 0
		SP:Iteration 75F (60396.320000 sec): 3 clusters
  Score: Raw -2151913.171774 + Penalty 3260.461278 = -2148652.710496
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 41 (3441 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (60396.380000 sec): 2 clusters
  Score: Raw -292504.367777 + Penalty 1323.321578 = -291181.046199
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (60396.460000 sec): 3 clusters
  Score: Raw -290880.650736 + Penalty 2646.643157 = -288234.007580
  nChanged 1274
		SP:Iteration 1F (60396.520000 sec): 3 clusters
  Score: Raw -291622.043355 + Penalty 2646.643157 = -288975.400199
  nChanged 284
		SP:Iteration 2F (60396.580000 sec): 3 clusters
  Score: Raw -291912.830759 + Penalty 2646.643157 = -289266.187602
  nChanged 282
		SP:Iteration 3F (60396.640000 sec): 3 clusters
  Score: Raw -292279.365291 + Penalty 2646.643157 = -289632.722134
  nChanged 313
		SP:Iteration 4F (60396.710000 sec): 3 clusters
  Score: Raw -292833.474762 + Penalty 2646.643157 = -290186.831605
  nChanged 360
		SP:Iteration 5F (60396.770000 sec): 3 clusters
  Score: Raw -293657.268784 + Penalty 2646.643157 = -291010.625627
  nChanged 327
		SP:Iteration 6F (60396.840000 sec): 3 clusters
  Score: Raw -294604.053177 + Penalty 2646.643157 = -291957.410020
  nChanged 195
		SP:Iteration 7F (60396.900000 sec): 3 clusters
  Score: Raw -295009.533505 + Penalty 2646.643157 = -292362.890348
  nChanged 93
		SP:Iteration 8Q (60396.960000 sec): 3 clusters
  Score: Raw -295091.781652 + Penalty 2646.643157 = -292445.138495
  nChanged 30
		SP:Iteration 9Q (60397.020000 sec): 3 clusters
  Score: Raw -295109.339613 + Penalty 2646.643157 = -292462.696456
  nChanged 10
		SP:Iteration 10Q (60397.090000 sec): 3 clusters
  Score: Raw -295115.757117 + Penalty 2646.643157 = -292469.113960
  nChanged 4
		SP:Iteration 11Q (60397.150000 sec): 3 clusters
  Score: Raw -295118.990329 + Penalty 2646.643157 = -292472.347172
  nChanged 2
		SP:Iteration 12Q (60397.220000 sec): 3 clusters
  Score: Raw -295120.191242 + Penalty 2646.643157 = -292473.548085
  nChanged 1
		SP:Iteration 13Q (60397.280000 sec): 3 clusters
  Score: Raw -295120.725344 + Penalty 2646.643157 = -292474.082187
  nChanged 2
		SP:Iteration 14Q (60397.340000 sec): 3 clusters
  Score: Raw -295121.620813 + Penalty 2646.643157 = -292474.977656
  nChanged 1
		SP:Iteration 15Q (60397.400000 sec): 3 clusters
  Score: Raw -295122.482830 + Penalty 2646.643157 = -292475.839673
  nChanged 0
		SP:Iteration 16F (60397.470000 sec): 3 clusters
  Score: Raw -295122.482830 + Penalty 2646.643157 = -292475.839673
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 84.
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 42 (1037 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (60397.530000 sec): 2 clusters
  Score: Raw -72490.280901 + Penalty 1128.414171 = -71361.866729
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (60397.550000 sec): 3 clusters
  Score: Raw -72223.070139 + Penalty 2256.828343 = -69966.241796
  nChanged 341
		SP:Iteration 1F (60397.570000 sec): 3 clusters
  Score: Raw -72597.144311 + Penalty 2256.828343 = -70340.315969
  nChanged 93
		SP:Iteration 2F (60397.590000 sec): 3 clusters
  Score: Raw -72722.866379 + Penalty 2256.828343 = -70466.038037
  nChanged 52
		SP:Iteration 3F (60397.610000 sec): 3 clusters
  Score: Raw -72816.298038 + Penalty 2256.828343 = -70559.469695
  nChanged 50
		SP:Iteration 4Q (60397.630000 sec): 3 clusters
  Score: Raw -72923.914917 + Penalty 2256.828343 = -70667.086574
  nChanged 58
		SP:Iteration 5F (60397.650000 sec): 3 clusters
  Score: Raw -73052.618195 + Penalty 2256.828343 = -70795.789852
  nChanged 43
		SP:Iteration 6Q (60397.670000 sec): 3 clusters
  Score: Raw -73129.641119 + Penalty 2256.828343 = -70872.812777
  nChanged 37
		SP:Iteration 7Q (60397.690000 sec): 3 clusters
  Score: Raw -73208.770542 + Penalty 2256.828343 = -70951.942199
  nChanged 28
		SP:Iteration 8Q (60397.710000 sec): 3 clusters
  Score: Raw -73272.131462 + Penalty 2256.828343 = -71015.303119
  nChanged 21
		SP:Iteration 9Q (60397.730000 sec): 3 clusters
  Score: Raw -73337.123840 + Penalty 2256.828343 = -71080.295498
  nChanged 21
		SP:Iteration 10Q (60397.750000 sec): 3 clusters
  Score: Raw -73391.886461 + Penalty 2256.828343 = -71135.058118
  nChanged 19
		SP:Iteration 11Q (60397.770000 sec): 3 clusters
  Score: Raw -73424.789418 + Penalty 2256.828343 = -71167.961075
  nChanged 17
		SP:Iteration 12Q (60397.790000 sec): 3 clusters
  Score: Raw -73446.395095 + Penalty 2256.828343 = -71189.566753
  nChanged 9
		SP:Iteration 13Q (60397.810000 sec): 3 clusters
  Score: Raw -73459.580712 + Penalty 2256.828343 = -71202.752369
  nChanged 12
		SP:Iteration 14Q (60397.830000 sec): 3 clusters
  Score: Raw -73476.599130 + Penalty 2256.828343 = -71219.770787
  nChanged 11
		SP:Iteration 15Q (60397.850000 sec): 3 clusters
  Score: Raw -73486.540367 + Penalty 2256.828343 = -71229.712025
  nChanged 5
		SP:Iteration 16Q (60397.870000 sec): 3 clusters
  Score: Raw -73490.670790 + Penalty 2256.828343 = -71233.842448
  nChanged 3
		SP:Iteration 17Q (60397.890000 sec): 3 clusters
  Score: Raw -73492.612406 + Penalty 2256.828343 = -71235.784064
  nChanged 5
		SP:Iteration 18Q (60397.900000 sec): 3 clusters
  Score: Raw -73496.781218 + Penalty 2256.828343 = -71239.952875
  nChanged 6
		SP:Iteration 19Q (60397.920000 sec): 3 clusters
  Score: Raw -73502.604882 + Penalty 2256.828343 = -71245.776539
  nChanged 4
		SP:Iteration 20F (60397.940000 sec): 3 clusters
  Score: Raw -73505.881294 + Penalty 2256.828343 = -71249.052951
  nChanged 1
		SP:Iteration 21Q (60397.960000 sec): 3 clusters
  Score: Raw -73509.125857 + Penalty 2256.828343 = -71252.297515
  nChanged 1
		SP:Iteration 22Q (60397.980000 sec): 3 clusters
  Score: Raw -73510.265570 + Penalty 2256.828343 = -71253.437228
  nChanged 0
		SP:Iteration 23F (60398.000000 sec): 3 clusters
  Score: Raw -73510.265570 + Penalty 2256.828343 = -71253.437228
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 43 (850 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (60398.040000 sec): 2 clusters
  Score: Raw -70777.460547 + Penalty 1096.100907 = -69681.359641
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (60398.060000 sec): 3 clusters
  Score: Raw -70552.402560 + Penalty 2192.201814 = -68360.200746
  nChanged 255
		SP:Iteration 1F (60398.080000 sec): 3 clusters
  Score: Raw -70849.921419 + Penalty 2192.201814 = -68657.719606
  nChanged 68
		SP:Iteration 2F (60398.100000 sec): 3 clusters
  Score: Raw -70973.240895 + Penalty 2192.201814 = -68781.039081
  nChanged 46
		SP:Iteration 3F (60398.110000 sec): 3 clusters
  Score: Raw -71041.418517 + Penalty 2192.201814 = -68849.216703
  nChanged 35
		SP:Iteration 4Q (60398.130000 sec): 3 clusters
  Score: Raw -71093.922391 + Penalty 2192.201814 = -68901.720578
  nChanged 24
		SP:Iteration 5Q (60398.150000 sec): 3 clusters
  Score: Raw -71128.636767 + Penalty 2192.201814 = -68936.434954
  nChanged 22
		SP:Iteration 6Q (60398.160000 sec): 3 clusters
  Score: Raw -71157.994351 + Penalty 2192.201814 = -68965.792537
  nChanged 19
		SP:Iteration 7Q (60398.180000 sec): 3 clusters
  Score: Raw -71180.839241 + Penalty 2192.201814 = -68988.637427
  nChanged 13
		SP:Iteration 8Q (60398.200000 sec): 3 clusters
  Score: Raw -71195.821061 + Penalty 2192.201814 = -69003.619247
  nChanged 6
		SP:Iteration 9Q (60398.210000 sec): 3 clusters
  Score: Raw -71210.666759 + Penalty 2192.201814 = -69018.464945
  nChanged 6
		SP:Iteration 10Q (60398.230000 sec): 3 clusters
  Score: Raw -71220.696038 + Penalty 2192.201814 = -69028.494224
  nChanged 6
		SP:Iteration 11Q (60398.250000 sec): 3 clusters
  Score: Raw -71227.920106 + Penalty 2192.201814 = -69035.718293
  nChanged 5
		SP:Iteration 12Q (60398.260000 sec): 3 clusters
  Score: Raw -71234.518696 + Penalty 2192.201814 = -69042.316882
  nChanged 3
		SP:Iteration 13Q (60398.280000 sec): 3 clusters
  Score: Raw -71241.808407 + Penalty 2192.201814 = -69049.606593
  nChanged 4
		SP:Iteration 14Q (60398.300000 sec): 3 clusters
  Score: Raw -71245.658826 + Penalty 2192.201814 = -69053.457012
  nChanged 1
		SP:Iteration 15Q (60398.310000 sec): 3 clusters
  Score: Raw -71246.245043 + Penalty 2192.201814 = -69054.043230
  nChanged 2
		SP:Iteration 16Q (60398.330000 sec): 3 clusters
  Score: Raw -71248.917517 + Penalty 2192.201814 = -69056.715704
  nChanged 2
		SP:Iteration 17Q (60398.340000 sec): 3 clusters
  Score: Raw -71252.019278 + Penalty 2192.201814 = -69059.817465
  nChanged 4
		SP:Iteration 18Q (60398.360000 sec): 3 clusters
  Score: Raw -71255.990470 + Penalty 2192.201814 = -69063.788656
  nChanged 4
		SP:Iteration 19Q (60398.380000 sec): 3 clusters
  Score: Raw -71258.257725 + Penalty 2192.201814 = -69066.055912
  nChanged 2
		SP:Iteration 20F (60398.400000 sec): 3 clusters
  Score: Raw -71259.821319 + Penalty 2192.201814 = -69067.619505
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 44 (1814 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (60398.460000 sec): 2 clusters
  Score: Raw -160951.948018 + Penalty 1219.284565 = -159732.663453
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (60398.490000 sec): 3 clusters
  Score: Raw -160205.273647 + Penalty 2438.569130 = -157766.704517
  nChanged 648
		SP:Iteration 1F (60398.530000 sec): 3 clusters
  Score: Raw -160651.163149 + Penalty 2438.569130 = -158212.594019
  nChanged 123
		SP:Iteration 2F (60398.560000 sec): 3 clusters
  Score: Raw -160739.950687 + Penalty 2438.569130 = -158301.381557
  nChanged 74
		SP:Iteration 3Q (60398.600000 sec): 3 clusters
  Score: Raw -160791.318898 + Penalty 2438.569130 = -158352.749768
  nChanged 56
		SP:Iteration 4Q (60398.630000 sec): 3 clusters
  Score: Raw -160833.411239 + Penalty 2438.569130 = -158394.842109
  nChanged 48
		SP:Iteration 5Q (60398.670000 sec): 3 clusters
  Score: Raw -160874.098048 + Penalty 2438.569130 = -158435.528918
  nChanged 71
		SP:Iteration 6Q (60398.700000 sec): 3 clusters
  Score: Raw -160939.390930 + Penalty 2438.569130 = -158500.821800
  nChanged 83
		SP:Iteration 7Q (60398.740000 sec): 3 clusters
  Score: Raw -161032.656061 + Penalty 2438.569130 = -158594.086931
  nChanged 84
		SP:Iteration 8Q (60398.770000 sec): 3 clusters
  Score: Raw -161122.366463 + Penalty 2438.569130 = -158683.797333
  nChanged 61
		SP:Iteration 9Q (60398.810000 sec): 3 clusters
  Score: Raw -161182.386332 + Penalty 2438.569130 = -158743.817202
  nChanged 52
		SP:Iteration 10Q (60398.840000 sec): 3 clusters
  Score: Raw -161232.969274 + Penalty 2438.569130 = -158794.400144
  nChanged 42
		SP:Iteration 11Q (60398.880000 sec): 3 clusters
  Score: Raw -161272.807991 + Penalty 2438.569130 = -158834.238861
  nChanged 33
		SP:Iteration 12Q (60398.910000 sec): 3 clusters
  Score: Raw -161322.319408 + Penalty 2438.569130 = -158883.750278
  nChanged 38
		SP:Iteration 13Q (60398.940000 sec): 3 clusters
  Score: Raw -161378.366569 + Penalty 2438.569130 = -158939.797439
  nChanged 34
		SP:Iteration 14Q (60398.980000 sec): 3 clusters
  Score: Raw -161419.868830 + Penalty 2438.569130 = -158981.299700
  nChanged 43
		SP:Iteration 15Q (60399.020000 sec): 3 clusters
  Score: Raw -161459.423119 + Penalty 2438.569130 = -159020.853989
  nChanged 23
		SP:Iteration 16Q (60399.050000 sec): 3 clusters
  Score: Raw -161482.913661 + Penalty 2438.569130 = -159044.344531
  nChanged 16
		SP:Iteration 17Q (60399.080000 sec): 3 clusters
  Score: Raw -161501.064162 + Penalty 2438.569130 = -159062.495032
  nChanged 14
		SP:Iteration 18Q (60399.120000 sec): 3 clusters
  Score: Raw -161518.852525 + Penalty 2438.569130 = -159080.283395
  nChanged 11
		SP:Iteration 19Q (60399.150000 sec): 3 clusters
  Score: Raw -161529.975070 + Penalty 2438.569130 = -159091.405940
  nChanged 10
		SP:Iteration 20F (60399.190000 sec): 3 clusters
  Score: Raw -161540.886935 + Penalty 2438.569130 = -159102.317805
  nChanged 8
		SP:Iteration 21Q (60399.220000 sec): 3 clusters
  Score: Raw -161550.426652 + Penalty 2438.569130 = -159111.857522
  nChanged 8
		SP:Iteration 22Q (60399.260000 sec): 3 clusters
  Score: Raw -161553.987986 + Penalty 2438.569130 = -159115.418856
  nChanged 4
		SP:Iteration 23Q (60399.290000 sec): 3 clusters
  Score: Raw -161557.019193 + Penalty 2438.569130 = -159118.450063
  nChanged 4
		SP:Iteration 24Q (60399.320000 sec): 3 clusters
  Score: Raw -161560.858882 + Penalty 2438.569130 = -159122.289752
  nChanged 5
		SP:Iteration 25Q (60399.360000 sec): 3 clusters
  Score: Raw -161564.583152 + Penalty 2438.569130 = -159126.014022
  nChanged 4
		SP:Iteration 26Q (60399.390000 sec): 3 clusters
  Score: Raw -161566.802452 + Penalty 2438.569130 = -159128.233322
  nChanged 1
		SP:Iteration 27Q (60399.430000 sec): 3 clusters
  Score: Raw -161567.250540 + Penalty 2438.569130 = -159128.681410
  nChanged 1
		SP:Iteration 28Q (60399.460000 sec): 3 clusters
  Score: Raw -161567.681953 + Penalty 2438.569130 = -159129.112823
  nChanged 0
		SP:Iteration 29F (60399.500000 sec): 3 clusters
  Score: Raw -161567.681953 + Penalty 2438.569130 = -159129.112823
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 45 (2174 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (60399.560000 sec): 2 clusters
  Score: Raw -168533.594855 + Penalty 1248.702661 = -167284.892194
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (60399.610000 sec): 3 clusters
  Score: Raw -167584.164680 + Penalty 2497.405322 = -165086.759358
  nChanged 774
		SP:Iteration 1F (60399.650000 sec): 3 clusters
  Score: Raw -168163.301229 + Penalty 2497.405322 = -165665.895907
  nChanged 205
		SP:Iteration 2F (60399.690000 sec): 3 clusters
  Score: Raw -168355.433212 + Penalty 2497.405322 = -165858.027890
  nChanged 142
		SP:Iteration 3F (60399.730000 sec): 3 clusters
  Score: Raw -168478.333229 + Penalty 2497.405322 = -165980.927907
  nChanged 95
		SP:Iteration 4Q (60399.770000 sec): 3 clusters
  Score: Raw -168546.988057 + Penalty 2497.405322 = -166049.582735
  nChanged 66
		SP:Iteration 5Q (60399.810000 sec): 3 clusters
  Score: Raw -168607.784521 + Penalty 2497.405322 = -166110.379199
  nChanged 67
		SP:Iteration 6Q (60399.850000 sec): 3 clusters
  Score: Raw -168676.437460 + Penalty 2497.405322 = -166179.032138
  nChanged 62
		SP:Iteration 7Q (60399.900000 sec): 3 clusters
  Score: Raw -168732.630754 + Penalty 2497.405322 = -166235.225432
  nChanged 62
		SP:Iteration 8Q (60399.940000 sec): 3 clusters
  Score: Raw -168797.812212 + Penalty 2497.405322 = -166300.406890
  nChanged 61
		SP:Iteration 9Q (60399.980000 sec): 3 clusters
  Score: Raw -168852.924986 + Penalty 2497.405322 = -166355.519664
  nChanged 43
		SP:Iteration 10Q (60400.020000 sec): 3 clusters
  Score: Raw -168896.654230 + Penalty 2497.405322 = -166399.248908
  nChanged 51
		SP:Iteration 11Q (60400.060000 sec): 3 clusters
  Score: Raw -168942.510521 + Penalty 2497.405322 = -166445.105199
  nChanged 46
		SP:Iteration 12Q (60400.100000 sec): 3 clusters
  Score: Raw -168988.058508 + Penalty 2497.405322 = -166490.653186
  nChanged 45
		SP:Iteration 13Q (60400.140000 sec): 3 clusters
  Score: Raw -169024.964959 + Penalty 2497.405322 = -166527.559637
  nChanged 37
		SP:Iteration 14Q (60400.180000 sec): 3 clusters
  Score: Raw -169053.381849 + Penalty 2497.405322 = -166555.976527
  nChanged 33
		SP:Iteration 15Q (60400.220000 sec): 3 clusters
  Score: Raw -169090.487360 + Penalty 2497.405322 = -166593.082038
  nChanged 36
		SP:Iteration 16Q (60400.260000 sec): 3 clusters
  Score: Raw -169119.174798 + Penalty 2497.405322 = -166621.769476
  nChanged 36
		SP:Iteration 17Q (60400.300000 sec): 3 clusters
  Score: Raw -169147.401975 + Penalty 2497.405322 = -166649.996653
  nChanged 35
		SP:Iteration 18Q (60400.340000 sec): 3 clusters
  Score: Raw -169180.300815 + Penalty 2497.405322 = -166682.895493
  nChanged 31
		SP:Iteration 19Q (60400.380000 sec): 3 clusters
  Score: Raw -169205.986751 + Penalty 2497.405322 = -166708.581429
  nChanged 28
		SP:Iteration 20F (60400.420000 sec): 3 clusters
  Score: Raw -169231.881310 + Penalty 2497.405322 = -166734.475988
  nChanged 28
		SP:Iteration 21Q (60400.460000 sec): 3 clusters
  Score: Raw -169249.475542 + Penalty 2497.405322 = -166752.070220
  nChanged 21
		SP:Iteration 22Q (60400.500000 sec): 3 clusters
  Score: Raw -169261.469883 + Penalty 2497.405322 = -166764.064561
  nChanged 15
		SP:Iteration 23Q (60400.540000 sec): 3 clusters
  Score: Raw -169269.229339 + Penalty 2497.405322 = -166771.824017
  nChanged 15
		SP:Iteration 24Q (60400.580000 sec): 3 clusters
  Score: Raw -169277.619862 + Penalty 2497.405322 = -166780.214540
  nChanged 14
		SP:Iteration 25Q (60400.620000 sec): 3 clusters
  Score: Raw -169287.338716 + Penalty 2497.405322 = -166789.933394
  nChanged 15
		SP:Iteration 26Q (60400.660000 sec): 3 clusters
  Score: Raw -169298.659104 + Penalty 2497.405322 = -166801.253782
  nChanged 12
		SP:Iteration 27Q (60400.700000 sec): 3 clusters
  Score: Raw -169303.357872 + Penalty 2497.405322 = -166805.952550
  nChanged 8
		SP:Iteration 28Q (60400.740000 sec): 3 clusters
  Score: Raw -169308.564034 + Penalty 2497.405322 = -166811.158712
  nChanged 5
		SP:Iteration 29Q (60400.780000 sec): 3 clusters
  Score: Raw -169310.697155 + Penalty 2497.405322 = -166813.291833
  nChanged 3
		SP:Iteration 30Q (60400.820000 sec): 3 clusters
  Score: Raw -169312.127005 + Penalty 2497.405322 = -166814.721683
  nChanged 2
		SP:Iteration 31Q (60400.860000 sec): 3 clusters
  Score: Raw -169312.726802 + Penalty 2497.405322 = -166815.321480
  nChanged 0
		SP:Iteration 32F (60400.900000 sec): 3 clusters
  Score: Raw -169312.726802 + Penalty 2497.405322 = -166815.321480
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 46 (3842 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (60400.980000 sec): 2 clusters
  Score: Raw -319239.244529 + Penalty 1341.234106 = -317898.010423
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (60401.060000 sec): 3 clusters
  Score: Raw -317336.980893 + Penalty 2682.468212 = -314654.512681
  nChanged 1501
		SP:Iteration 1F (60401.130000 sec): 3 clusters
  Score: Raw -318310.250094 + Penalty 2682.468212 = -315627.781883
  nChanged 322
		SP:Iteration 2F (60401.210000 sec): 3 clusters
  Score: Raw -318522.103254 + Penalty 2682.468212 = -315839.635042
  nChanged 207
		SP:Iteration 3F (60401.280000 sec): 3 clusters
  Score: Raw -318655.292078 + Penalty 2682.468212 = -315972.823867
  nChanged 161
		SP:Iteration 4Q (60401.350000 sec): 3 clusters
  Score: Raw -318765.796367 + Penalty 2682.468212 = -316083.328156
  nChanged 142
		SP:Iteration 5Q (60401.430000 sec): 3 clusters
  Score: Raw -318869.186605 + Penalty 2682.468212 = -316186.718393
  nChanged 136
		SP:Iteration 6Q (60401.500000 sec): 3 clusters
  Score: Raw -318969.483303 + Penalty 2682.468212 = -316287.015091
  nChanged 123
		SP:Iteration 7Q (60401.570000 sec): 3 clusters
  Score: Raw -319058.231839 + Penalty 2682.468212 = -316375.763628
  nChanged 114
		SP:Iteration 8Q (60401.650000 sec): 3 clusters
  Score: Raw -319154.976232 + Penalty 2682.468212 = -316472.508020
  nChanged 103
		SP:Iteration 9Q (60401.720000 sec): 3 clusters
  Score: Raw -319239.638528 + Penalty 2682.468212 = -316557.170316
  nChanged 102
		SP:Iteration 10Q (60401.790000 sec): 3 clusters
  Score: Raw -319346.216967 + Penalty 2682.468212 = -316663.748756
  nChanged 88
		SP:Iteration 11Q (60401.860000 sec): 3 clusters
  Score: Raw -319447.420313 + Penalty 2682.468212 = -316764.952101
  nChanged 98
		SP:Iteration 12Q (60401.930000 sec): 3 clusters
  Score: Raw -319549.198103 + Penalty 2682.468212 = -316866.729891
  nChanged 97
		SP:Iteration 13Q (60402.010000 sec): 3 clusters
  Score: Raw -319636.386620 + Penalty 2682.468212 = -316953.918408
  nChanged 79
		SP:Iteration 14Q (60402.070000 sec): 3 clusters
  Score: Raw -319699.024574 + Penalty 2682.468212 = -317016.556362
  nChanged 61
		SP:Iteration 15Q (60402.150000 sec): 3 clusters
  Score: Raw -319737.444400 + Penalty 2682.468212 = -317054.976189
  nChanged 49
		SP:Iteration 16Q (60402.210000 sec): 3 clusters
  Score: Raw -319758.260538 + Penalty 2682.468212 = -317075.792326
  nChanged 34
		SP:Iteration 17Q (60402.290000 sec): 3 clusters
  Score: Raw -319771.719395 + Penalty 2682.468212 = -317089.251183
  nChanged 20
		SP:Iteration 18Q (60402.360000 sec): 3 clusters
  Score: Raw -319777.374177 + Penalty 2682.468212 = -317094.905966
  nChanged 17
		SP:Iteration 19Q (60402.430000 sec): 3 clusters
  Score: Raw -319784.480449 + Penalty 2682.468212 = -317102.012238
  nChanged 14
		SP:Iteration 20F (60402.500000 sec): 3 clusters
  Score: Raw -319789.837572 + Penalty 2682.468212 = -317107.369361
  nChanged 10
		SP:Iteration 21Q (60402.570000 sec): 3 clusters
  Score: Raw -319794.050280 + Penalty 2682.468212 = -317111.582068
  nChanged 11
		SP:Iteration 22Q (60402.640000 sec): 3 clusters
  Score: Raw -319796.871480 + Penalty 2682.468212 = -317114.403268
  nChanged 7
		SP:Iteration 23Q (60402.710000 sec): 3 clusters
  Score: Raw -319799.282412 + Penalty 2682.468212 = -317116.814200
  nChanged 11
		SP:Iteration 24Q (60402.780000 sec): 3 clusters
  Score: Raw -319804.184973 + Penalty 2682.468212 = -317121.716762
  nChanged 12
		SP:Iteration 25Q (60402.850000 sec): 3 clusters
  Score: Raw -319809.624712 + Penalty 2682.468212 = -317127.156500
  nChanged 11
		SP:Iteration 26Q (60402.920000 sec): 3 clusters
  Score: Raw -319814.348655 + Penalty 2682.468212 = -317131.880443
  nChanged 7
		SP:Iteration 27Q (60402.990000 sec): 3 clusters
  Score: Raw -319816.234188 + Penalty 2682.468212 = -317133.765977
  nChanged 5
		SP:Iteration 28Q (60403.060000 sec): 3 clusters
  Score: Raw -319818.017855 + Penalty 2682.468212 = -317135.549644
  nChanged 7
		SP:Iteration 29Q (60403.130000 sec): 3 clusters
  Score: Raw -319820.793140 + Penalty 2682.468212 = -317138.324928
  nChanged 7
		SP:Iteration 30Q (60403.200000 sec): 3 clusters
  Score: Raw -319823.251898 + Penalty 2682.468212 = -317140.783686
  nChanged 10
		SP:Iteration 31Q (60403.270000 sec): 3 clusters
  Score: Raw -319827.963224 + Penalty 2682.468212 = -317145.495013
  nChanged 19
		SP:Iteration 32Q (60403.340000 sec): 3 clusters
  Score: Raw -319835.946318 + Penalty 2682.468212 = -317153.478106
  nChanged 23
		SP:Iteration 33Q (60403.410000 sec): 3 clusters
  Score: Raw -319845.157006 + Penalty 2682.468212 = -317162.688795
  nChanged 19
		SP:Iteration 34Q (60403.490000 sec): 3 clusters
  Score: Raw -319856.693694 + Penalty 2682.468212 = -317174.225483
  nChanged 22
		SP:Iteration 35Q (60403.550000 sec): 3 clusters
  Score: Raw -319866.414092 + Penalty 2682.468212 = -317183.945880
  nChanged 28
		SP:Iteration 36Q (60403.630000 sec): 3 clusters
  Score: Raw -319877.583212 + Penalty 2682.468212 = -317195.115000
  nChanged 20
		SP:Iteration 37Q (60403.690000 sec): 3 clusters
  Score: Raw -319886.773214 + Penalty 2682.468212 = -317204.305002
  nChanged 23
		SP:Iteration 38Q (60403.770000 sec): 3 clusters
  Score: Raw -319897.540925 + Penalty 2682.468212 = -317215.072713
  nChanged 32
		SP:Iteration 39Q (60403.840000 sec): 3 clusters
  Score: Raw -319909.509556 + Penalty 2682.468212 = -317227.041344
  nChanged 22
		SP:Iteration 40F (60403.910000 sec): 3 clusters
  Score: Raw -319922.971998 + Penalty 2682.468212 = -317240.503787
  nChanged 27
		SP:Iteration 41Q (60403.980000 sec): 3 clusters
  Score: Raw -319936.333994 + Penalty 2682.468212 = -317253.865782
  nChanged 27
		SP:Iteration 42Q (60404.050000 sec): 3 clusters
  Score: Raw -319948.259469 + Penalty 2682.468212 = -317265.791257
  nChanged 30
		SP:Iteration 43Q (60404.120000 sec): 3 clusters
  Score: Raw -319969.911699 + Penalty 2682.468212 = -317287.443487
  nChanged 33
		SP:Iteration 44Q (60404.190000 sec): 3 clusters
  Score: Raw -320009.668837 + Penalty 2682.468212 = -317327.200625
  nChanged 41
		SP:Iteration 45Q (60404.260000 sec): 3 clusters
  Score: Raw -320037.986923 + Penalty 2682.468212 = -317355.518711
  nChanged 41
		SP:Iteration 46Q (60404.330000 sec): 3 clusters
  Score: Raw -320066.462914 + Penalty 2682.468212 = -317383.994702
  nChanged 46
		SP:Iteration 47Q (60404.400000 sec): 3 clusters
  Score: Raw -320093.107744 + Penalty 2682.468212 = -317410.639532
  nChanged 30
		SP:Iteration 48Q (60404.470000 sec): 3 clusters
  Score: Raw -320112.328562 + Penalty 2682.468212 = -317429.860350
  nChanged 27
		SP:Iteration 49Q (60404.540000 sec): 3 clusters
  Score: Raw -320123.769171 + Penalty 2682.468212 = -317441.300959
  nChanged 17
		SP:Iteration 50Q (60404.610000 sec): 3 clusters
  Score: Raw -320131.264242 + Penalty 2682.468212 = -317448.796030
  nChanged 17
		SP:Iteration 51Q (60404.680000 sec): 3 clusters
  Score: Raw -320136.811994 + Penalty 2682.468212 = -317454.343783
  nChanged 17
		SP:Iteration 52Q (60404.750000 sec): 3 clusters
  Score: Raw -320143.881684 + Penalty 2682.468212 = -317461.413472
  nChanged 20
		SP:Iteration 53Q (60404.820000 sec): 3 clusters
  Score: Raw -320150.917460 + Penalty 2682.468212 = -317468.449249
  nChanged 10
		SP:Iteration 54Q (60404.890000 sec): 3 clusters
  Score: Raw -320152.747678 + Penalty 2682.468212 = -317470.279467
  nChanged 9
		SP:Iteration 55Q (60404.970000 sec): 3 clusters
  Score: Raw -320155.687618 + Penalty 2682.468212 = -317473.219406
  nChanged 10
		SP:Iteration 56Q (60405.030000 sec): 3 clusters
  Score: Raw -320158.991722 + Penalty 2682.468212 = -317476.523510
  nChanged 11
		SP:Iteration 57Q (60405.110000 sec): 3 clusters
  Score: Raw -320163.146373 + Penalty 2682.468212 = -317480.678162
  nChanged 13
		SP:Iteration 58Q (60405.170000 sec): 3 clusters
  Score: Raw -320170.348594 + Penalty 2682.468212 = -317487.880382
  nChanged 20
		SP:Iteration 59Q (60405.250000 sec): 3 clusters
  Score: Raw -320179.867884 + Penalty 2682.468212 = -317497.399672
  nChanged 18
		SP:Iteration 60F (60405.320000 sec): 3 clusters
  Score: Raw -320189.052793 + Penalty 2682.468212 = -317506.584582
  nChanged 20
		SP:Iteration 61Q (60405.390000 sec): 3 clusters
  Score: Raw -320197.724530 + Penalty 2682.468212 = -317515.256318
  nChanged 23
		SP:Iteration 62Q (60405.460000 sec): 3 clusters
  Score: Raw -320209.283553 + Penalty 2682.468212 = -317526.815341
  nChanged 28
		SP:Iteration 63Q (60405.530000 sec): 3 clusters
  Score: Raw -320221.340501 + Penalty 2682.468212 = -317538.872289
  nChanged 21
		SP:Iteration 64Q (60405.600000 sec): 3 clusters
  Score: Raw -320230.761961 + Penalty 2682.468212 = -317548.293749
  nChanged 31
		SP:Iteration 65Q (60405.670000 sec): 3 clusters
  Score: Raw -320245.361438 + Penalty 2682.468212 = -317562.893226
  nChanged 30
		SP:Iteration 66Q (60405.740000 sec): 3 clusters
  Score: Raw -320261.182553 + Penalty 2682.468212 = -317578.714342
  nChanged 32
		SP:Iteration 67Q (60405.810000 sec): 3 clusters
  Score: Raw -320276.013701 + Penalty 2682.468212 = -317593.545490
  nChanged 31
		SP:Iteration 68Q (60405.880000 sec): 3 clusters
  Score: Raw -320292.064983 + Penalty 2682.468212 = -317609.596771
  nChanged 33
		SP:Iteration 69Q (60405.950000 sec): 3 clusters
  Score: Raw -320317.670036 + Penalty 2682.468212 = -317635.201824
  nChanged 46
		SP:Iteration 70Q (60406.020000 sec): 3 clusters
  Score: Raw -320357.002093 + Penalty 2682.468212 = -317674.533881
  nChanged 55
		SP:Iteration 71Q (60406.090000 sec): 3 clusters
  Score: Raw -320408.259586 + Penalty 2682.468212 = -317725.791375
  nChanged 63
		SP:Iteration 72Q (60406.160000 sec): 3 clusters
  Score: Raw -320470.670673 + Penalty 2682.468212 = -317788.202461
  nChanged 69
		SP:Iteration 73Q (60406.230000 sec): 3 clusters
  Score: Raw -320544.023162 + Penalty 2682.468212 = -317861.554950
  nChanged 51
		SP:Iteration 74Q (60406.300000 sec): 3 clusters
  Score: Raw -320589.636048 + Penalty 2682.468212 = -317907.167837
  nChanged 36
		SP:Iteration 75Q (60406.370000 sec): 3 clusters
  Score: Raw -320616.006924 + Penalty 2682.468212 = -317933.538713
  nChanged 27
		SP:Iteration 76Q (60406.430000 sec): 3 clusters
  Score: Raw -320631.181824 + Penalty 2682.468212 = -317948.713613
  nChanged 19
		SP:Iteration 77Q (60406.500000 sec): 3 clusters
  Score: Raw -320640.295743 + Penalty 2682.468212 = -317957.827532
  nChanged 10
		SP:Iteration 78Q (60406.570000 sec): 3 clusters
  Score: Raw -320644.588787 + Penalty 2682.468212 = -317962.120576
  nChanged 8
		SP:Iteration 79Q (60406.640000 sec): 3 clusters
  Score: Raw -320647.169137 + Penalty 2682.468212 = -317964.700925
  nChanged 5
		SP:Iteration 80F (60406.710000 sec): 3 clusters
  Score: Raw -320648.990482 + Penalty 2682.468212 = -317966.522270
  nChanged 7
		SP:Iteration 81Q (60406.780000 sec): 3 clusters
  Score: Raw -320651.931212 + Penalty 2682.468212 = -317969.463000
  nChanged 4
		SP:Iteration 82Q (60406.850000 sec): 3 clusters
  Score: Raw -320654.307192 + Penalty 2682.468212 = -317971.838980
  nChanged 5
		SP:Iteration 83Q (60406.910000 sec): 3 clusters
  Score: Raw -320656.295985 + Penalty 2682.468212 = -317973.827774
  nChanged 4
		SP:Iteration 84Q (60406.980000 sec): 3 clusters
  Score: Raw -320658.770539 + Penalty 2682.468212 = -317976.302327
  nChanged 6
		SP:Iteration 85Q (60407.050000 sec): 3 clusters
  Score: Raw -320661.043018 + Penalty 2682.468212 = -317978.574806
  nChanged 4
		SP:Iteration 86Q (60407.120000 sec): 3 clusters
  Score: Raw -320662.248096 + Penalty 2682.468212 = -317979.779885
  nChanged 2
		SP:Iteration 87Q (60407.190000 sec): 3 clusters
  Score: Raw -320662.786478 + Penalty 2682.468212 = -317980.318267
  nChanged 2
		SP:Iteration 88Q (60407.260000 sec): 3 clusters
  Score: Raw -320663.661618 + Penalty 2682.468212 = -317981.193406
  nChanged 3
		SP:Iteration 89Q (60407.330000 sec): 3 clusters
  Score: Raw -320665.021900 + Penalty 2682.468212 = -317982.553689
  nChanged 3
		SP:Iteration 90Q (60407.390000 sec): 3 clusters
  Score: Raw -320666.251758 + Penalty 2682.468212 = -317983.783546
  nChanged 3
		SP:Iteration 91Q (60407.460000 sec): 3 clusters
  Score: Raw -320667.820680 + Penalty 2682.468212 = -317985.352468
  nChanged 5
		SP:Iteration 92Q (60407.530000 sec): 3 clusters
  Score: Raw -320669.687238 + Penalty 2682.468212 = -317987.219026
  nChanged 3
		SP:Iteration 93Q (60407.600000 sec): 3 clusters
  Score: Raw -320671.014592 + Penalty 2682.468212 = -317988.546380
  nChanged 2
		SP:Iteration 94Q (60407.670000 sec): 3 clusters
  Score: Raw -320671.758485 + Penalty 2682.468212 = -317989.290274
  nChanged 2
		SP:Iteration 95Q (60407.730000 sec): 3 clusters
  Score: Raw -320672.490559 + Penalty 2682.468212 = -317990.022348
  nChanged 0
		SP:Iteration 96F (60407.810000 sec): 3 clusters
  Score: Raw -320672.490559 + Penalty 2682.468212 = -317990.022348
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 85.
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 47 (3613 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (60407.880000 sec): 2 clusters
  Score: Raw -307047.205669 + Penalty 1331.247731 = -305715.957938
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (60407.950000 sec): 3 clusters
  Score: Raw -305352.102286 + Penalty 2662.495463 = -302689.606823
  nChanged 1392
		SP:Iteration 1F (60408.020000 sec): 3 clusters
  Score: Raw -306341.883864 + Penalty 2662.495463 = -303679.388402
  nChanged 309
		SP:Iteration 2F (60408.090000 sec): 3 clusters
  Score: Raw -306567.752118 + Penalty 2662.495463 = -303905.256655
  nChanged 214
		SP:Iteration 3F (60408.160000 sec): 3 clusters
  Score: Raw -306701.092535 + Penalty 2662.495463 = -304038.597072
  nChanged 166
		SP:Iteration 4Q (60408.230000 sec): 3 clusters
  Score: Raw -306798.021412 + Penalty 2662.495463 = -304135.525949
  nChanged 125
		SP:Iteration 5Q (60408.300000 sec): 3 clusters
  Score: Raw -306866.497103 + Penalty 2662.495463 = -304204.001641
  nChanged 108
		SP:Iteration 6Q (60408.360000 sec): 3 clusters
  Score: Raw -306918.905605 + Penalty 2662.495463 = -304256.410143
  nChanged 86
		SP:Iteration 7Q (60408.430000 sec): 3 clusters
  Score: Raw -306965.444645 + Penalty 2662.495463 = -304302.949182
  nChanged 81
		SP:Iteration 8Q (60408.500000 sec): 3 clusters
  Score: Raw -307006.439637 + Penalty 2662.495463 = -304343.944174
  nChanged 69
		SP:Iteration 9Q (60408.570000 sec): 3 clusters
  Score: Raw -307039.721056 + Penalty 2662.495463 = -304377.225594
  nChanged 63
		SP:Iteration 10Q (60408.640000 sec): 3 clusters
  Score: Raw -307071.437219 + Penalty 2662.495463 = -304408.941756
  nChanged 57
		SP:Iteration 11Q (60408.700000 sec): 3 clusters
  Score: Raw -307102.780261 + Penalty 2662.495463 = -304440.284798
  nChanged 52
		SP:Iteration 12Q (60408.770000 sec): 3 clusters
  Score: Raw -307131.321737 + Penalty 2662.495463 = -304468.826274
  nChanged 43
		SP:Iteration 13Q (60408.840000 sec): 3 clusters
  Score: Raw -307156.630856 + Penalty 2662.495463 = -304494.135393
  nChanged 52
		SP:Iteration 14Q (60408.910000 sec): 3 clusters
  Score: Raw -307186.267022 + Penalty 2662.495463 = -304523.771560
  nChanged 42
		SP:Iteration 15Q (60408.980000 sec): 3 clusters
  Score: Raw -307206.535498 + Penalty 2662.495463 = -304544.040035
  nChanged 44
		SP:Iteration 16Q (60409.040000 sec): 3 clusters
  Score: Raw -307228.001036 + Penalty 2662.495463 = -304565.505574
  nChanged 43
		SP:Iteration 17Q (60409.110000 sec): 3 clusters
  Score: Raw -307246.701912 + Penalty 2662.495463 = -304584.206450
  nChanged 41
		SP:Iteration 18Q (60409.180000 sec): 3 clusters
  Score: Raw -307260.770192 + Penalty 2662.495463 = -304598.274730
  nChanged 30
		SP:Iteration 19Q (60409.250000 sec): 3 clusters
  Score: Raw -307272.702422 + Penalty 2662.495463 = -304610.206960
  nChanged 27
		SP:Iteration 20F (60409.310000 sec): 3 clusters
  Score: Raw -307280.878317 + Penalty 2662.495463 = -304618.382855
  nChanged 24
		SP:Iteration 21Q (60409.380000 sec): 3 clusters
  Score: Raw -307290.354346 + Penalty 2662.495463 = -304627.858884
  nChanged 23
		SP:Iteration 22Q (60409.450000 sec): 3 clusters
  Score: Raw -307301.628759 + Penalty 2662.495463 = -304639.133297
  nChanged 23
		SP:Iteration 23Q (60409.520000 sec): 3 clusters
  Score: Raw -307312.429997 + Penalty 2662.495463 = -304649.934534
  nChanged 26
		SP:Iteration 24Q (60409.580000 sec): 3 clusters
  Score: Raw -307322.544925 + Penalty 2662.495463 = -304660.049462
  nChanged 15
		SP:Iteration 25Q (60409.650000 sec): 3 clusters
  Score: Raw -307327.906571 + Penalty 2662.495463 = -304665.411108
  nChanged 16
		SP:Iteration 26Q (60409.720000 sec): 3 clusters
  Score: Raw -307333.159541 + Penalty 2662.495463 = -304670.664079
  nChanged 8
		SP:Iteration 27Q (60409.790000 sec): 3 clusters
  Score: Raw -307335.064026 + Penalty 2662.495463 = -304672.568563
  nChanged 10
		SP:Iteration 28Q (60409.860000 sec): 3 clusters
  Score: Raw -307338.526665 + Penalty 2662.495463 = -304676.031202
  nChanged 10
		SP:Iteration 29Q (60409.920000 sec): 3 clusters
  Score: Raw -307342.559889 + Penalty 2662.495463 = -304680.064427
  nChanged 13
		SP:Iteration 30Q (60409.990000 sec): 3 clusters
  Score: Raw -307346.492859 + Penalty 2662.495463 = -304683.997396
  nChanged 14
		SP:Iteration 31Q (60410.060000 sec): 3 clusters
  Score: Raw -307351.921841 + Penalty 2662.495463 = -304689.426379
  nChanged 11
		SP:Iteration 32Q (60410.120000 sec): 3 clusters
  Score: Raw -307356.718750 + Penalty 2662.495463 = -304694.223288
  nChanged 14
		SP:Iteration 33Q (60410.190000 sec): 3 clusters
  Score: Raw -307361.790391 + Penalty 2662.495463 = -304699.294928
  nChanged 10
		SP:Iteration 34Q (60410.260000 sec): 3 clusters
  Score: Raw -307365.632460 + Penalty 2662.495463 = -304703.136997
  nChanged 7
		SP:Iteration 35Q (60410.330000 sec): 3 clusters
  Score: Raw -307367.537804 + Penalty 2662.495463 = -304705.042342
  nChanged 7
		SP:Iteration 36Q (60410.400000 sec): 3 clusters
  Score: Raw -307370.466045 + Penalty 2662.495463 = -304707.970582
  nChanged 7
		SP:Iteration 37Q (60410.460000 sec): 3 clusters
  Score: Raw -307373.380056 + Penalty 2662.495463 = -304710.884594
  nChanged 7
		SP:Iteration 38Q (60410.530000 sec): 3 clusters
  Score: Raw -307375.213115 + Penalty 2662.495463 = -304712.717652
  nChanged 3
		SP:Iteration 39Q (60410.600000 sec): 3 clusters
  Score: Raw -307377.040374 + Penalty 2662.495463 = -304714.544911
  nChanged 5
		SP:Iteration 40F (60410.660000 sec): 3 clusters
  Score: Raw -307379.243457 + Penalty 2662.495463 = -304716.747995
  nChanged 6
		SP:Iteration 41Q (60410.730000 sec): 3 clusters
  Score: Raw -307382.008083 + Penalty 2662.495463 = -304719.512621
  nChanged 9
		SP:Iteration 42Q (60410.800000 sec): 3 clusters
  Score: Raw -307385.344177 + Penalty 2662.495463 = -304722.848714
  nChanged 16
		SP:Iteration 43Q (60410.860000 sec): 3 clusters
  Score: Raw -307391.681995 + Penalty 2662.495463 = -304729.186533
  nChanged 16
		SP:Iteration 44Q (60410.930000 sec): 3 clusters
  Score: Raw -307397.948279 + Penalty 2662.495463 = -304735.452816
  nChanged 15
		SP:Iteration 45Q (60411.000000 sec): 3 clusters
  Score: Raw -307404.174761 + Penalty 2662.495463 = -304741.679298
  nChanged 18
		SP:Iteration 46Q (60411.060000 sec): 3 clusters
  Score: Raw -307412.545956 + Penalty 2662.495463 = -304750.050493
  nChanged 14
		SP:Iteration 47Q (60411.130000 sec): 3 clusters
  Score: Raw -307418.081972 + Penalty 2662.495463 = -304755.586509
  nChanged 10
		SP:Iteration 48Q (60411.200000 sec): 3 clusters
  Score: Raw -307422.507853 + Penalty 2662.495463 = -304760.012391
  nChanged 11
		SP:Iteration 49Q (60411.260000 sec): 3 clusters
  Score: Raw -307426.437268 + Penalty 2662.495463 = -304763.941806
  nChanged 10
		SP:Iteration 50Q (60411.330000 sec): 3 clusters
  Score: Raw -307431.079237 + Penalty 2662.495463 = -304768.583775
  nChanged 10
		SP:Iteration 51Q (60411.400000 sec): 3 clusters
  Score: Raw -307435.170554 + Penalty 2662.495463 = -304772.675091
  nChanged 11
		SP:Iteration 52Q (60411.460000 sec): 3 clusters
  Score: Raw -307441.575415 + Penalty 2662.495463 = -304779.079952
  nChanged 11
		SP:Iteration 53Q (60411.530000 sec): 3 clusters
  Score: Raw -307448.391850 + Penalty 2662.495463 = -304785.896388
  nChanged 12
		SP:Iteration 54Q (60411.600000 sec): 3 clusters
  Score: Raw -307454.599044 + Penalty 2662.495463 = -304792.103581
  nChanged 13
		SP:Iteration 55Q (60411.660000 sec): 3 clusters
  Score: Raw -307464.853287 + Penalty 2662.495463 = -304802.357824
  nChanged 20
		SP:Iteration 56Q (60411.730000 sec): 3 clusters
  Score: Raw -307477.865349 + Penalty 2662.495463 = -304815.369886
  nChanged 16
		SP:Iteration 57Q (60411.790000 sec): 3 clusters
  Score: Raw -307489.166288 + Penalty 2662.495463 = -304826.670825
  nChanged 13
		SP:Iteration 58Q (60411.860000 sec): 3 clusters
  Score: Raw -307496.585543 + Penalty 2662.495463 = -304834.090081
  nChanged 12
		SP:Iteration 59Q (60411.920000 sec): 3 clusters
  Score: Raw -307500.411633 + Penalty 2662.495463 = -304837.916171
  nChanged 6
		SP:Iteration 60F (60411.990000 sec): 3 clusters
  Score: Raw -307502.416013 + Penalty 2662.495463 = -304839.920551
  nChanged 4
		SP:Iteration 61Q (60412.060000 sec): 3 clusters
  Score: Raw -307503.910785 + Penalty 2662.495463 = -304841.415322
  nChanged 2
		SP:Iteration 62Q (60412.120000 sec): 3 clusters
  Score: Raw -307504.535076 + Penalty 2662.495463 = -304842.039613
  nChanged 2
		SP:Iteration 63Q (60412.190000 sec): 3 clusters
  Score: Raw -307505.019163 + Penalty 2662.495463 = -304842.523701
  nChanged 1
		SP:Iteration 64Q (60412.260000 sec): 3 clusters
  Score: Raw -307505.291894 + Penalty 2662.495463 = -304842.796431
  nChanged 1
		SP:Iteration 65Q (60412.320000 sec): 3 clusters
  Score: Raw -307505.527471 + Penalty 2662.495463 = -304843.032009
  nChanged 1
		SP:Iteration 66Q (60412.390000 sec): 3 clusters
  Score: Raw -307506.733570 + Penalty 2662.495463 = -304844.238107
  nChanged 1
		SP:Iteration 67Q (60412.450000 sec): 3 clusters
  Score: Raw -307507.090032 + Penalty 2662.495463 = -304844.594569
  nChanged 2
		SP:Iteration 68Q (60412.520000 sec): 3 clusters
  Score: Raw -307507.624947 + Penalty 2662.495463 = -304845.129484
  nChanged 2
		SP:Iteration 69Q (60412.580000 sec): 3 clusters
  Score: Raw -307508.040658 + Penalty 2662.495463 = -304845.545195
  nChanged 0
		SP:Iteration 70F (60412.650000 sec): 3 clusters
  Score: Raw -307508.040658 + Penalty 2662.495463 = -304845.545195
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 48 (38239 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (60412.940000 sec): 2 clusters
  Score: Raw -3458055.576188 + Penalty 1714.636823 = -3456340.939365
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (60413.340000 sec): 3 clusters
  Score: Raw -3434154.498866 + Penalty 3429.273645 = -3430725.225221
  nChanged 17853
		SP:Iteration 1F (60413.760000 sec): 3 clusters
  Score: Raw -3444446.919889 + Penalty 3429.273645 = -3441017.646244
  nChanged 2216
		SP:Iteration 2F (60414.170000 sec): 3 clusters
  Score: Raw -3445599.462484 + Penalty 3429.273645 = -3442170.188839
  nChanged 2621
		SP:Iteration 3F (60414.580000 sec): 3 clusters
  Score: Raw -3447160.755296 + Penalty 3429.273645 = -3443731.481651
  nChanged 2688
		SP:Iteration 4F (60415.000000 sec): 3 clusters
  Score: Raw -3448814.126878 + Penalty 3429.273645 = -3445384.853232
  nChanged 2631
		SP:Iteration 5F (60415.410000 sec): 3 clusters
  Score: Raw -3450427.131116 + Penalty 3429.273645 = -3446997.857470
  nChanged 2355
		SP:Iteration 6F (60415.850000 sec): 3 clusters
  Score: Raw -3451686.311834 + Penalty 3429.273645 = -3448257.038189
  nChanged 1900
		SP:Iteration 7Q (60416.290000 sec): 3 clusters
  Score: Raw -3452517.472229 + Penalty 3429.273645 = -3449088.198583
  nChanged 1387
		SP:Iteration 8Q (60416.720000 sec): 3 clusters
  Score: Raw -3452929.886977 + Penalty 3429.273645 = -3449500.613331
  nChanged 962
		SP:Iteration 9Q (60417.160000 sec): 3 clusters
  Score: Raw -3453148.503440 + Penalty 3429.273645 = -3449719.229795
  nChanged 707
		SP:Iteration 10Q (60417.590000 sec): 3 clusters
  Score: Raw -3453291.086862 + Penalty 3429.273645 = -3449861.813217
  nChanged 555
		SP:Iteration 11Q (60418.000000 sec): 3 clusters
  Score: Raw -3453398.319066 + Penalty 3429.273645 = -3449969.045420
  nChanged 504
		SP:Iteration 12Q (60418.410000 sec): 3 clusters
  Score: Raw -3453487.637177 + Penalty 3429.273645 = -3450058.363532
  nChanged 443
		SP:Iteration 13Q (60418.840000 sec): 3 clusters
  Score: Raw -3453562.729413 + Penalty 3429.273645 = -3450133.455768
  nChanged 472
		SP:Iteration 14Q (60419.260000 sec): 3 clusters
  Score: Raw -3453647.716804 + Penalty 3429.273645 = -3450218.443159
  nChanged 523
		SP:Iteration 15Q (60419.690000 sec): 3 clusters
  Score: Raw -3453745.913752 + Penalty 3429.273645 = -3450316.640106
  nChanged 559
		SP:Iteration 16Q (60420.100000 sec): 3 clusters
  Score: Raw -3453858.091192 + Penalty 3429.273645 = -3450428.817547
  nChanged 635
		SP:Iteration 17Q (60420.530000 sec): 3 clusters
  Score: Raw -3453996.987566 + Penalty 3429.273645 = -3450567.713921
  nChanged 687
		SP:Iteration 18Q (60420.960000 sec): 3 clusters
  Score: Raw -3454160.528459 + Penalty 3429.273645 = -3450731.254814
  nChanged 788
		SP:Iteration 19Q (60421.360000 sec): 3 clusters
  Score: Raw -3454356.500118 + Penalty 3429.273645 = -3450927.226473
  nChanged 832
		SP:Iteration 20F (60421.780000 sec): 3 clusters
  Score: Raw -3454577.646584 + Penalty 3429.273645 = -3451148.372939
  nChanged 926
		SP:Iteration 21Q (60422.200000 sec): 3 clusters
  Score: Raw -3454831.007916 + Penalty 3429.273645 = -3451401.734270
  nChanged 967
		SP:Iteration 22Q (60422.630000 sec): 3 clusters
  Score: Raw -3455103.055714 + Penalty 3429.273645 = -3451673.782069
  nChanged 960
		SP:Iteration 23Q (60423.050000 sec): 3 clusters
  Score: Raw -3455380.619436 + Penalty 3429.273645 = -3451951.345791
  nChanged 996
		SP:Iteration 24Q (60423.470000 sec): 3 clusters
  Score: Raw -3455692.688020 + Penalty 3429.273645 = -3452263.414375
  nChanged 1028
		SP:Iteration 25Q (60423.890000 sec): 3 clusters
  Score: Raw -3456023.417068 + Penalty 3429.273645 = -3452594.143423
  nChanged 989
		SP:Iteration 26Q (60424.300000 sec): 3 clusters
  Score: Raw -3456331.809417 + Penalty 3429.273645 = -3452902.535772
  nChanged 1017
		SP:Iteration 27Q (60424.710000 sec): 3 clusters
  Score: Raw -3456675.592983 + Penalty 3429.273645 = -3453246.319338
  nChanged 993
		SP:Iteration 28Q (60425.120000 sec): 3 clusters
  Score: Raw -3457013.376924 + Penalty 3429.273645 = -3453584.103279
  nChanged 899
		SP:Iteration 29Q (60425.550000 sec): 3 clusters
  Score: Raw -3457306.736894 + Penalty 3429.273645 = -3453877.463249
  nChanged 794
		SP:Iteration 30Q (60425.970000 sec): 3 clusters
  Score: Raw -3457555.834056 + Penalty 3429.273645 = -3454126.560410
  nChanged 693
		SP:Iteration 31Q (60426.400000 sec): 3 clusters
  Score: Raw -3457780.785894 + Penalty 3429.273645 = -3454351.512249
  nChanged 647
		SP:Iteration 32Q (60426.820000 sec): 3 clusters
  Score: Raw -3457989.701030 + Penalty 3429.273645 = -3454560.427385
  nChanged 578
		SP:Iteration 33Q (60427.240000 sec): 3 clusters
  Score: Raw -3458177.013686 + Penalty 3429.273645 = -3454747.740040
  nChanged 508
		SP:Iteration 34Q (60427.650000 sec): 3 clusters
  Score: Raw -3458354.284721 + Penalty 3429.273645 = -3454925.011076
  nChanged 487
		SP:Iteration 35Q (60428.060000 sec): 3 clusters
  Score: Raw -3458545.734587 + Penalty 3429.273645 = -3455116.460942
  nChanged 436
		SP:Iteration 36Q (60428.480000 sec): 3 clusters
  Score: Raw -3458710.729770 + Penalty 3429.273645 = -3455281.456125
  nChanged 315
		SP:Iteration 37Q (60428.840000 sec): 3 clusters
  Score: Raw -3458819.527112 + Penalty 3429.273645 = -3455390.253466
  nChanged 277
		SP:Iteration 38Q (60429.220000 sec): 3 clusters
  Score: Raw -3458908.808436 + Penalty 3429.273645 = -3455479.534791
  nChanged 212
		SP:Iteration 39Q (60429.630000 sec): 3 clusters
  Score: Raw -3458971.470995 + Penalty 3429.273645 = -3455542.197350
  nChanged 192
		SP:Iteration 40F (60430.070000 sec): 3 clusters
  Score: Raw -3459027.033282 + Penalty 3429.273645 = -3455597.759637
  nChanged 165
		SP:Iteration 41Q (60430.480000 sec): 3 clusters
  Score: Raw -3459073.702452 + Penalty 3429.273645 = -3455644.428807
  nChanged 140
		SP:Iteration 42Q (60430.880000 sec): 3 clusters
  Score: Raw -3459109.572463 + Penalty 3429.273645 = -3455680.298818
  nChanged 117
		SP:Iteration 43Q (60431.240000 sec): 3 clusters
  Score: Raw -3459138.286029 + Penalty 3429.273645 = -3455709.012384
  nChanged 102
		SP:Iteration 44Q (60431.620000 sec): 3 clusters
  Score: Raw -3459160.327058 + Penalty 3429.273645 = -3455731.053412
  nChanged 83
		SP:Iteration 45Q (60432.030000 sec): 3 clusters
  Score: Raw -3459179.929118 + Penalty 3429.273645 = -3455750.655473
  nChanged 80
		SP:Iteration 46Q (60432.400000 sec): 3 clusters
  Score: Raw -3459198.327699 + Penalty 3429.273645 = -3455769.054054
  nChanged 69
		SP:Iteration 47Q (60432.780000 sec): 3 clusters
  Score: Raw -3459213.742360 + Penalty 3429.273645 = -3455784.468715
  nChanged 55
		SP:Iteration 48Q (60433.190000 sec): 3 clusters
  Score: Raw -3459224.707290 + Penalty 3429.273645 = -3455795.433644
  nChanged 42
		SP:Iteration 49Q (60433.590000 sec): 3 clusters
  Score: Raw -3459232.114943 + Penalty 3429.273645 = -3455802.841298
  nChanged 38
		SP:Iteration 50Q (60433.940000 sec): 3 clusters
  Score: Raw -3459238.060345 + Penalty 3429.273645 = -3455808.786700
  nChanged 29
		SP:Iteration 51Q (60434.320000 sec): 3 clusters
  Score: Raw -3459243.510577 + Penalty 3429.273645 = -3455814.236932
  nChanged 28
		SP:Iteration 52Q (60434.730000 sec): 3 clusters
  Score: Raw -3459249.415043 + Penalty 3429.273645 = -3455820.141398
  nChanged 31
		SP:Iteration 53Q (60435.080000 sec): 3 clusters
  Score: Raw -3459255.113123 + Penalty 3429.273645 = -3455825.839478
  nChanged 27
		SP:Iteration 54Q (60435.450000 sec): 3 clusters
  Score: Raw -3459259.847938 + Penalty 3429.273645 = -3455830.574293
  nChanged 30
		SP:Iteration 55Q (60435.870000 sec): 3 clusters
  Score: Raw -3459265.244458 + Penalty 3429.273645 = -3455835.970813
  nChanged 25
		SP:Iteration 56Q (60436.220000 sec): 3 clusters
  Score: Raw -3459269.662351 + Penalty 3429.273645 = -3455840.388705
  nChanged 17
		SP:Iteration 57Q (60436.600000 sec): 3 clusters
  Score: Raw -3459271.948577 + Penalty 3429.273645 = -3455842.674932
  nChanged 12
		SP:Iteration 58Q (60437.000000 sec): 3 clusters
  Score: Raw -3459273.815186 + Penalty 3429.273645 = -3455844.541540
  nChanged 13
		SP:Iteration 59Q (60437.360000 sec): 3 clusters
  Score: Raw -3459275.845908 + Penalty 3429.273645 = -3455846.572263
  nChanged 16
		SP:Iteration 60F (60437.790000 sec): 3 clusters
  Score: Raw -3459278.431205 + Penalty 3429.273645 = -3455849.157560
  nChanged 14
		SP:Iteration 61Q (60438.170000 sec): 3 clusters
  Score: Raw -3459280.615369 + Penalty 3429.273645 = -3455851.341724
  nChanged 11
		SP:Iteration 62Q (60438.570000 sec): 3 clusters
  Score: Raw -3459282.737786 + Penalty 3429.273645 = -3455853.464141
  nChanged 15
		SP:Iteration 63Q (60438.930000 sec): 3 clusters
  Score: Raw -3459285.123974 + Penalty 3429.273645 = -3455855.850329
  nChanged 13
		SP:Iteration 64Q (60439.330000 sec): 3 clusters
  Score: Raw -3459286.818847 + Penalty 3429.273645 = -3455857.545202
  nChanged 7
		SP:Iteration 65Q (60439.730000 sec): 3 clusters
  Score: Raw -3459287.647918 + Penalty 3429.273645 = -3455858.374272
  nChanged 7
		SP:Iteration 66Q (60440.140000 sec): 3 clusters
  Score: Raw -3459288.588096 + Penalty 3429.273645 = -3455859.314451
  nChanged 5
		SP:Iteration 67Q (60440.490000 sec): 3 clusters
  Score: Raw -3459289.334566 + Penalty 3429.273645 = -3455860.060921
  nChanged 5
		SP:Iteration 68Q (60440.900000 sec): 3 clusters
  Score: Raw -3459289.928581 + Penalty 3429.273645 = -3455860.654936
  nChanged 10
		SP:Iteration 69Q (60441.290000 sec): 3 clusters
  Score: Raw -3459291.306463 + Penalty 3429.273645 = -3455862.032818
  nChanged 8
		SP:Iteration 70Q (60441.640000 sec): 3 clusters
  Score: Raw -3459292.745918 + Penalty 3429.273645 = -3455863.472273
  nChanged 10
		SP:Iteration 71Q (60442.020000 sec): 3 clusters
  Score: Raw -3459294.057095 + Penalty 3429.273645 = -3455864.783449
  nChanged 3
		SP:Iteration 72Q (60442.420000 sec): 3 clusters
  Score: Raw -3459294.585534 + Penalty 3429.273645 = -3455865.311889
  nChanged 4
		SP:Iteration 73Q (60442.780000 sec): 3 clusters
  Score: Raw -3459295.023801 + Penalty 3429.273645 = -3455865.750155
  nChanged 2
		SP:Iteration 74Q (60443.160000 sec): 3 clusters
  Score: Raw -3459295.184013 + Penalty 3429.273645 = -3455865.910368
  nChanged 1
		SP:Iteration 75Q (60443.510000 sec): 3 clusters
  Score: Raw -3459295.303093 + Penalty 3429.273645 = -3455866.029447
  nChanged 3
		SP:Iteration 76Q (60443.890000 sec): 3 clusters
  Score: Raw -3459295.812855 + Penalty 3429.273645 = -3455866.539209
  nChanged 3
		SP:Iteration 77Q (60444.290000 sec): 3 clusters
  Score: Raw -3459296.256611 + Penalty 3429.273645 = -3455866.982966
  nChanged 4
		SP:Iteration 78Q (60444.650000 sec): 3 clusters
  Score: Raw -3459296.685359 + Penalty 3429.273645 = -3455867.411714
  nChanged 3
		SP:Iteration 79Q (60445.020000 sec): 3 clusters
  Score: Raw -3459297.072520 + Penalty 3429.273645 = -3455867.798875
  nChanged 5
		SP:Iteration 80F (60445.460000 sec): 3 clusters
  Score: Raw -3459297.620913 + Penalty 3429.273645 = -3455868.347268
  nChanged 5
		SP:Iteration 81Q (60445.850000 sec): 3 clusters
  Score: Raw -3459298.274715 + Penalty 3429.273645 = -3455869.001070
  nChanged 4
		SP:Iteration 82Q (60446.200000 sec): 3 clusters
  Score: Raw -3459298.818575 + Penalty 3429.273645 = -3455869.544930
  nChanged 1
		SP:Iteration 83Q (60446.600000 sec): 3 clusters
  Score: Raw -3459298.946037 + Penalty 3429.273645 = -3455869.672392
  nChanged 1
		SP:Iteration 84Q (60447.010000 sec): 3 clusters
  Score: Raw -3459299.100506 + Penalty 3429.273645 = -3455869.826861
  nChanged 0
		SP:Iteration 85F (60447.400000 sec): 3 clusters
  Score: Raw -3459299.100506 + Penalty 3429.273645 = -3455869.826861
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 49 (2906 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (60447.460000 sec): 2 clusters
  Score: Raw -212237.264048 + Penalty 1295.861587 = -210941.402461
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (60447.530000 sec): 3 clusters
  Score: Raw -210925.683636 + Penalty 2591.723174 = -208333.960462
  nChanged 1145
		SP:Iteration 1F (60447.580000 sec): 3 clusters
  Score: Raw -211982.660815 + Penalty 2591.723174 = -209390.937641
  nChanged 370
		SP:Iteration 2F (60447.640000 sec): 3 clusters
  Score: Raw -212731.120385 + Penalty 2591.723174 = -210139.397211
  nChanged 294
		SP:Iteration 3F (60447.690000 sec): 3 clusters
  Score: Raw -213257.988538 + Penalty 2591.723174 = -210666.265363
  nChanged 242
		SP:Iteration 4F (60447.750000 sec): 3 clusters
  Score: Raw -213600.256186 + Penalty 2591.723174 = -211008.533011
  nChanged 167
		SP:Iteration 5F (60447.800000 sec): 3 clusters
  Score: Raw -213809.090569 + Penalty 2591.723174 = -211217.367395
  nChanged 102
		SP:Iteration 6Q (60447.860000 sec): 3 clusters
  Score: Raw -213916.860618 + Penalty 2591.723174 = -211325.137444
  nChanged 62
		SP:Iteration 7Q (60447.910000 sec): 3 clusters
  Score: Raw -213975.302178 + Penalty 2591.723174 = -211383.579003
  nChanged 35
		SP:Iteration 8Q (60447.960000 sec): 3 clusters
  Score: Raw -214001.986953 + Penalty 2591.723174 = -211410.263779
  nChanged 27
		SP:Iteration 9Q (60448.020000 sec): 3 clusters
  Score: Raw -214028.739448 + Penalty 2591.723174 = -211437.016273
  nChanged 15
		SP:Iteration 10Q (60448.070000 sec): 3 clusters
  Score: Raw -214035.386275 + Penalty 2591.723174 = -211443.663100
  nChanged 10
		SP:Iteration 11Q (60448.120000 sec): 3 clusters
  Score: Raw -214039.166560 + Penalty 2591.723174 = -211447.443386
  nChanged 5
		SP:Iteration 12Q (60448.180000 sec): 3 clusters
  Score: Raw -214040.313606 + Penalty 2591.723174 = -211448.590432
  nChanged 1
		SP:Iteration 13Q (60448.230000 sec): 3 clusters
  Score: Raw -214040.693492 + Penalty 2591.723174 = -211448.970318
  nChanged 2
		SP:Iteration 14Q (60448.280000 sec): 3 clusters
  Score: Raw -214040.949360 + Penalty 2591.723174 = -211449.226186
  nChanged 2
		SP:Iteration 15Q (60448.340000 sec): 3 clusters
  Score: Raw -214041.412369 + Penalty 2591.723174 = -211449.689195
  nChanged 0
		SP:Iteration 16F (60448.400000 sec): 3 clusters
  Score: Raw -214041.412369 + Penalty 2591.723174 = -211449.689195
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 86.
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 50 (2970 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (60448.470000 sec): 2 clusters
  Score: Raw -236780.357476 + Penalty 1299.401550 = -235480.955926
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (60448.530000 sec): 3 clusters
  Score: Raw -235367.932040 + Penalty 2598.803100 = -232769.128940
  nChanged 1124
		SP:Iteration 1F (60448.580000 sec): 3 clusters
  Score: Raw -236045.249069 + Penalty 2598.803100 = -233446.445968
  nChanged 268
		SP:Iteration 2F (60448.640000 sec): 3 clusters
  Score: Raw -236284.952241 + Penalty 2598.803100 = -233686.149140
  nChanged 229
		SP:Iteration 3F (60448.700000 sec): 3 clusters
  Score: Raw -236552.498288 + Penalty 2598.803100 = -233953.695188
  nChanged 256
		SP:Iteration 4F (60448.750000 sec): 3 clusters
  Score: Raw -236897.139612 + Penalty 2598.803100 = -234298.336512
  nChanged 246
		SP:Iteration 5F (60448.810000 sec): 3 clusters
  Score: Raw -237275.514615 + Penalty 2598.803100 = -234676.711515
  nChanged 191
		SP:Iteration 6F (60448.860000 sec): 3 clusters
  Score: Raw -237582.731195 + Penalty 2598.803100 = -234983.928095
  nChanged 155
		SP:Iteration 7F (60448.920000 sec): 3 clusters
  Score: Raw -237801.558727 + Penalty 2598.803100 = -235202.755626
  nChanged 112
		SP:Iteration 8Q (60448.980000 sec): 3 clusters
  Score: Raw -237920.545788 + Penalty 2598.803100 = -235321.742688
  nChanged 67
		SP:Iteration 9Q (60449.030000 sec): 3 clusters
  Score: Raw -237966.977214 + Penalty 2598.803100 = -235368.174114
  nChanged 34
		SP:Iteration 10Q (60449.080000 sec): 3 clusters
  Score: Raw -237989.555273 + Penalty 2598.803100 = -235390.752173
  nChanged 23
		SP:Iteration 11Q (60449.140000 sec): 3 clusters
  Score: Raw -238000.761859 + Penalty 2598.803100 = -235401.958758
  nChanged 9
		SP:Iteration 12Q (60449.200000 sec): 3 clusters
  Score: Raw -238007.115532 + Penalty 2598.803100 = -235408.312431
  nChanged 8
		SP:Iteration 13Q (60449.250000 sec): 3 clusters
  Score: Raw -238012.042901 + Penalty 2598.803100 = -235413.239801
  nChanged 8
		SP:Iteration 14Q (60449.300000 sec): 3 clusters
  Score: Raw -238014.784357 + Penalty 2598.803100 = -235415.981256
  nChanged 6
		SP:Iteration 15Q (60449.360000 sec): 3 clusters
  Score: Raw -238017.579779 + Penalty 2598.803100 = -235418.776679
  nChanged 4
		SP:Iteration 16Q (60449.420000 sec): 3 clusters
  Score: Raw -238019.040239 + Penalty 2598.803100 = -235420.237139
  nChanged 4
		SP:Iteration 17Q (60449.470000 sec): 3 clusters
  Score: Raw -238020.028608 + Penalty 2598.803100 = -235421.225508
  nChanged 2
		SP:Iteration 18Q (60449.530000 sec): 3 clusters
  Score: Raw -238020.617558 + Penalty 2598.803100 = -235421.814458
  nChanged 1
		SP:Iteration 19Q (60449.580000 sec): 3 clusters
  Score: Raw -238020.720278 + Penalty 2598.803100 = -235421.917177
  nChanged 0
		SP:Iteration 20F (60449.640000 sec): 3 clusters
  Score: Raw -238020.720278 + Penalty 2598.803100 = -235421.917177
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 51 (8855 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (60449.760000 sec): 2 clusters
  Score: Raw -773693.329227 + Penalty 1476.919852 = -772216.409375
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (60449.910000 sec): 3 clusters
  Score: Raw -768794.184265 + Penalty 2953.839704 = -765840.344561
  nChanged 3826
		SP:Iteration 1F (60450.040000 sec): 3 clusters
  Score: Raw -771211.103835 + Penalty 2953.839704 = -768257.264131
  nChanged 842
		SP:Iteration 2F (60450.170000 sec): 3 clusters
  Score: Raw -772157.747676 + Penalty 2953.839704 = -769203.907972
  nChanged 898
		SP:Iteration 3F (60450.310000 sec): 3 clusters
  Score: Raw -773250.830552 + Penalty 2953.839704 = -770296.990848
  nChanged 858
		SP:Iteration 4F (60450.450000 sec): 3 clusters
  Score: Raw -774108.317313 + Penalty 2953.839704 = -771154.477609
  nChanged 634
		SP:Iteration 5F (60450.590000 sec): 3 clusters
  Score: Raw -774606.156181 + Penalty 2953.839704 = -771652.316477
  nChanged 392
		SP:Iteration 6Q (60450.740000 sec): 3 clusters
  Score: Raw -774886.483026 + Penalty 2953.839704 = -771932.643322
  nChanged 281
		SP:Iteration 7Q (60450.870000 sec): 3 clusters
  Score: Raw -775059.183176 + Penalty 2953.839704 = -772105.343472
  nChanged 222
		SP:Iteration 8Q (60451.000000 sec): 3 clusters
  Score: Raw -775188.834321 + Penalty 2953.839704 = -772234.994617
  nChanged 180
		SP:Iteration 9Q (60451.140000 sec): 3 clusters
  Score: Raw -775269.560537 + Penalty 2953.839704 = -772315.720833
  nChanged 122
		SP:Iteration 10Q (60451.290000 sec): 3 clusters
  Score: Raw -775311.662922 + Penalty 2953.839704 = -772357.823218
  nChanged 93
		SP:Iteration 11Q (60451.430000 sec): 3 clusters
  Score: Raw -775340.245922 + Penalty 2953.839704 = -772386.406218
  nChanged 65
		SP:Iteration 12Q (60451.570000 sec): 3 clusters
  Score: Raw -775356.446605 + Penalty 2953.839704 = -772402.606902
  nChanged 51
		SP:Iteration 13Q (60451.710000 sec): 3 clusters
  Score: Raw -775365.971846 + Penalty 2953.839704 = -772412.132142
  nChanged 38
		SP:Iteration 14Q (60451.840000 sec): 3 clusters
  Score: Raw -775371.942907 + Penalty 2953.839704 = -772418.103203
  nChanged 29
		SP:Iteration 15Q (60451.980000 sec): 3 clusters
  Score: Raw -775376.401643 + Penalty 2953.839704 = -772422.561939
  nChanged 21
		SP:Iteration 16Q (60452.120000 sec): 3 clusters
  Score: Raw -775380.190688 + Penalty 2953.839704 = -772426.350984
  nChanged 18
		SP:Iteration 17Q (60452.260000 sec): 3 clusters
  Score: Raw -775382.534211 + Penalty 2953.839704 = -772428.694508
  nChanged 14
		SP:Iteration 18Q (60452.400000 sec): 3 clusters
  Score: Raw -775384.057766 + Penalty 2953.839704 = -772430.218062
  nChanged 6
		SP:Iteration 19Q (60452.540000 sec): 3 clusters
  Score: Raw -775384.751707 + Penalty 2953.839704 = -772430.912003
  nChanged 5
		SP:Iteration 20F (60452.660000 sec): 3 clusters
  Score: Raw -775385.498940 + Penalty 2953.839704 = -772431.659236
  nChanged 10
		SP:Iteration 21Q (60452.800000 sec): 3 clusters
  Score: Raw -775386.534142 + Penalty 2953.839704 = -772432.694438
  nChanged 6
		SP:Iteration 22Q (60452.950000 sec): 3 clusters
  Score: Raw -775387.198624 + Penalty 2953.839704 = -772433.358921
  nChanged 4
		SP:Iteration 23Q (60453.090000 sec): 3 clusters
  Score: Raw -775387.600548 + Penalty 2953.839704 = -772433.760844
  nChanged 1
		SP:Iteration 24Q (60453.230000 sec): 3 clusters
  Score: Raw -775387.681360 + Penalty 2953.839704 = -772433.841656
  nChanged 1
		SP:Iteration 25Q (60453.380000 sec): 3 clusters
  Score: Raw -775387.739019 + Penalty 2953.839704 = -772433.899315
  nChanged 1
		SP:Iteration 26Q (60453.510000 sec): 3 clusters
  Score: Raw -775387.852310 + Penalty 2953.839704 = -772434.012606
  nChanged 1
		SP:Iteration 27Q (60453.650000 sec): 3 clusters
  Score: Raw -775387.911785 + Penalty 2953.839704 = -772434.072081
  nChanged 0
		SP:Iteration 28F (60453.790000 sec): 3 clusters
  Score: Raw -775387.911785 + Penalty 2953.839704 = -772434.072081
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 87.
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 52 (5886 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (60453.880000 sec): 2 clusters
  Score: Raw -549833.767999 + Penalty 1410.553938 = -548423.214060
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (60453.990000 sec): 3 clusters
  Score: Raw -546689.465955 + Penalty 2821.107877 = -543868.358078
  nChanged 2449
		SP:Iteration 1F (60454.090000 sec): 3 clusters
  Score: Raw -547988.483731 + Penalty 2821.107877 = -545167.375854
  nChanged 383
		SP:Iteration 2F (60454.190000 sec): 3 clusters
  Score: Raw -548178.611152 + Penalty 2821.107877 = -545357.503276
  nChanged 293
		SP:Iteration 3Q (60454.290000 sec): 3 clusters
  Score: Raw -548297.736905 + Penalty 2821.107877 = -545476.629028
  nChanged 214
		SP:Iteration 4Q (60454.400000 sec): 3 clusters
  Score: Raw -548372.195306 + Penalty 2821.107877 = -545551.087429
  nChanged 169
		SP:Iteration 5Q (60454.500000 sec): 3 clusters
  Score: Raw -548426.939666 + Penalty 2821.107877 = -545605.831789
  nChanged 143
		SP:Iteration 6Q (60454.610000 sec): 3 clusters
  Score: Raw -548476.507359 + Penalty 2821.107877 = -545655.399482
  nChanged 145
		SP:Iteration 7Q (60454.710000 sec): 3 clusters
  Score: Raw -548525.972868 + Penalty 2821.107877 = -545704.864992
  nChanged 120
		SP:Iteration 8Q (60454.820000 sec): 3 clusters
  Score: Raw -548564.315836 + Penalty 2821.107877 = -545743.207959
  nChanged 91
		SP:Iteration 9Q (60454.920000 sec): 3 clusters
  Score: Raw -548594.192883 + Penalty 2821.107877 = -545773.085006
  nChanged 99
		SP:Iteration 10Q (60455.030000 sec): 3 clusters
  Score: Raw -548625.931947 + Penalty 2821.107877 = -545804.824070
  nChanged 87
		SP:Iteration 11Q (60455.140000 sec): 3 clusters
  Score: Raw -548652.792324 + Penalty 2821.107877 = -545831.684447
  nChanged 81
		SP:Iteration 12Q (60455.240000 sec): 3 clusters
  Score: Raw -548681.364999 + Penalty 2821.107877 = -545860.257122
  nChanged 84
		SP:Iteration 13Q (60455.350000 sec): 3 clusters
  Score: Raw -548709.795297 + Penalty 2821.107877 = -545888.687421
  nChanged 91
		SP:Iteration 14Q (60455.450000 sec): 3 clusters
  Score: Raw -548741.195959 + Penalty 2821.107877 = -545920.088082
  nChanged 97
		SP:Iteration 15Q (60455.560000 sec): 3 clusters
  Score: Raw -548776.681298 + Penalty 2821.107877 = -545955.573421
  nChanged 106
		SP:Iteration 16Q (60455.670000 sec): 3 clusters
  Score: Raw -548814.224778 + Penalty 2821.107877 = -545993.116901
  nChanged 93
		SP:Iteration 17Q (60455.770000 sec): 3 clusters
  Score: Raw -548845.816423 + Penalty 2821.107877 = -546024.708546
  nChanged 94
		SP:Iteration 18Q (60455.880000 sec): 3 clusters
  Score: Raw -548882.949040 + Penalty 2821.107877 = -546061.841163
  nChanged 102
		SP:Iteration 19Q (60455.990000 sec): 3 clusters
  Score: Raw -548931.551642 + Penalty 2821.107877 = -546110.443765
  nChanged 136
		SP:Iteration 20F (60456.090000 sec): 3 clusters
  Score: Raw -548998.211561 + Penalty 2821.107877 = -546177.103684
  nChanged 137
		SP:Iteration 21Q (60456.190000 sec): 3 clusters
  Score: Raw -549065.673785 + Penalty 2821.107877 = -546244.565908
  nChanged 138
		SP:Iteration 22Q (60456.300000 sec): 3 clusters
  Score: Raw -549126.478856 + Penalty 2821.107877 = -546305.370979
  nChanged 128
		SP:Iteration 23Q (60456.400000 sec): 3 clusters
  Score: Raw -549183.122689 + Penalty 2821.107877 = -546362.014812
  nChanged 124
		SP:Iteration 24Q (60456.510000 sec): 3 clusters
  Score: Raw -549241.864364 + Penalty 2821.107877 = -546420.756487
  nChanged 126
		SP:Iteration 25Q (60456.610000 sec): 3 clusters
  Score: Raw -549302.441138 + Penalty 2821.107877 = -546481.333261
  nChanged 117
		SP:Iteration 26Q (60456.710000 sec): 3 clusters
  Score: Raw -549370.270046 + Penalty 2821.107877 = -546549.162169
  nChanged 139
		SP:Iteration 27Q (60456.810000 sec): 3 clusters
  Score: Raw -549448.878184 + Penalty 2821.107877 = -546627.770307
  nChanged 121
		SP:Iteration 28Q (60456.910000 sec): 3 clusters
  Score: Raw -549524.417579 + Penalty 2821.107877 = -546703.309702
  nChanged 121
		SP:Iteration 29Q (60457.010000 sec): 3 clusters
  Score: Raw -549599.842062 + Penalty 2821.107877 = -546778.734185
  nChanged 107
		SP:Iteration 30Q (60457.120000 sec): 3 clusters
  Score: Raw -549672.867675 + Penalty 2821.107877 = -546851.759798
  nChanged 93
		SP:Iteration 31Q (60457.220000 sec): 3 clusters
  Score: Raw -549746.049458 + Penalty 2821.107877 = -546924.941582
  nChanged 92
		SP:Iteration 32Q (60457.320000 sec): 3 clusters
  Score: Raw -549816.244352 + Penalty 2821.107877 = -546995.136475
  nChanged 72
		SP:Iteration 33Q (60457.410000 sec): 3 clusters
  Score: Raw -549886.002335 + Penalty 2821.107877 = -547064.894458
  nChanged 65
		SP:Iteration 34Q (60457.510000 sec): 3 clusters
  Score: Raw -549940.525251 + Penalty 2821.107877 = -547119.417374
  nChanged 59
		SP:Iteration 35Q (60457.610000 sec): 3 clusters
  Score: Raw -549996.737920 + Penalty 2821.107877 = -547175.630043
  nChanged 40
		SP:Iteration 36Q (60457.710000 sec): 3 clusters
  Score: Raw -550023.145877 + Penalty 2821.107877 = -547202.038000
  nChanged 35
		SP:Iteration 37Q (60457.810000 sec): 3 clusters
  Score: Raw -550048.636563 + Penalty 2821.107877 = -547227.528686
  nChanged 33
		SP:Iteration 38Q (60457.900000 sec): 3 clusters
  Score: Raw -550065.199430 + Penalty 2821.107877 = -547244.091553
  nChanged 24
		SP:Iteration 39Q (60458.000000 sec): 3 clusters
  Score: Raw -550075.102069 + Penalty 2821.107877 = -547253.994192
  nChanged 16
		SP:Iteration 40F (60458.100000 sec): 3 clusters
  Score: Raw -550081.892025 + Penalty 2821.107877 = -547260.784148
  nChanged 14
		SP:Iteration 41Q (60458.200000 sec): 3 clusters
  Score: Raw -550088.033595 + Penalty 2821.107877 = -547266.925718
  nChanged 6
		SP:Iteration 42Q (60458.290000 sec): 3 clusters
  Score: Raw -550091.610059 + Penalty 2821.107877 = -547270.502182
  nChanged 9
		SP:Iteration 43Q (60458.390000 sec): 3 clusters
  Score: Raw -550094.891204 + Penalty 2821.107877 = -547273.783327
  nChanged 4
		SP:Iteration 44Q (60458.490000 sec): 3 clusters
  Score: Raw -550098.135354 + Penalty 2821.107877 = -547277.027478
  nChanged 7
		SP:Iteration 45Q (60458.590000 sec): 3 clusters
  Score: Raw -550100.540271 + Penalty 2821.107877 = -547279.432394
  nChanged 5
		SP:Iteration 46Q (60458.680000 sec): 3 clusters
  Score: Raw -550102.373359 + Penalty 2821.107877 = -547281.265482
  nChanged 3
		SP:Iteration 47Q (60458.780000 sec): 3 clusters
  Score: Raw -550103.724658 + Penalty 2821.107877 = -547282.616781
  nChanged 4
		SP:Iteration 48Q (60458.870000 sec): 3 clusters
  Score: Raw -550105.622565 + Penalty 2821.107877 = -547284.514688
  nChanged 4
		SP:Iteration 49Q (60458.970000 sec): 3 clusters
  Score: Raw -550107.106512 + Penalty 2821.107877 = -547285.998635
  nChanged 2
		SP:Iteration 50Q (60459.070000 sec): 3 clusters
  Score: Raw -550107.673472 + Penalty 2821.107877 = -547286.565596
  nChanged 1
		SP:Iteration 51Q (60459.170000 sec): 3 clusters
  Score: Raw -550107.979905 + Penalty 2821.107877 = -547286.872028
  nChanged 0
		SP:Iteration 52F (60459.270000 sec): 3 clusters
  Score: Raw -550107.979905 + Penalty 2821.107877 = -547286.872028
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 53 (14362 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (60459.430000 sec): 2 clusters
  Score: Raw -1416393.766616 + Penalty 1555.505430 = -1414838.261186
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (60459.650000 sec): 3 clusters
  Score: Raw -1407874.934725 + Penalty 3111.010860 = -1404763.923864
  nChanged 6332
		SP:Iteration 1F (60459.850000 sec): 3 clusters
  Score: Raw -1411334.541401 + Penalty 3111.010860 = -1408223.530541
  nChanged 717
		SP:Iteration 2Q (60460.060000 sec): 3 clusters
  Score: Raw -1411565.219413 + Penalty 3111.010860 = -1408454.208553
  nChanged 586
		SP:Iteration 3Q (60460.260000 sec): 3 clusters
  Score: Raw -1411720.499620 + Penalty 3111.010860 = -1408609.488760
  nChanged 466
		SP:Iteration 4Q (60460.460000 sec): 3 clusters
  Score: Raw -1411835.852174 + Penalty 3111.010860 = -1408724.841313
  nChanged 399
		SP:Iteration 5Q (60460.670000 sec): 3 clusters
  Score: Raw -1411927.915456 + Penalty 3111.010860 = -1408816.904596
  nChanged 356
		SP:Iteration 6Q (60460.870000 sec): 3 clusters
  Score: Raw -1412003.585546 + Penalty 3111.010860 = -1408892.574686
  nChanged 298
		SP:Iteration 7Q (60461.070000 sec): 3 clusters
  Score: Raw -1412067.952654 + Penalty 3111.010860 = -1408956.941793
  nChanged 278
		SP:Iteration 8Q (60461.280000 sec): 3 clusters
  Score: Raw -1412127.765823 + Penalty 3111.010860 = -1409016.754963
  nChanged 260
		SP:Iteration 9Q (60461.480000 sec): 3 clusters
  Score: Raw -1412193.088308 + Penalty 3111.010860 = -1409082.077447
  nChanged 278
		SP:Iteration 10Q (60461.690000 sec): 3 clusters
  Score: Raw -1412269.216191 + Penalty 3111.010860 = -1409158.205331
  nChanged 290
		SP:Iteration 11Q (60461.890000 sec): 3 clusters
  Score: Raw -1412349.212846 + Penalty 3111.010860 = -1409238.201985
  nChanged 312
		SP:Iteration 12Q (60462.090000 sec): 3 clusters
  Score: Raw -1412448.676795 + Penalty 3111.010860 = -1409337.665935
  nChanged 373
		SP:Iteration 13Q (60462.300000 sec): 3 clusters
  Score: Raw -1412598.184481 + Penalty 3111.010860 = -1409487.173621
  nChanged 445
		SP:Iteration 14Q (60462.500000 sec): 3 clusters
  Score: Raw -1412815.007112 + Penalty 3111.010860 = -1409703.996252
  nChanged 542
		SP:Iteration 15Q (60462.710000 sec): 3 clusters
  Score: Raw -1413108.709462 + Penalty 3111.010860 = -1409997.698602
  nChanged 580
		SP:Iteration 16Q (60462.910000 sec): 3 clusters
  Score: Raw -1413499.962018 + Penalty 3111.010860 = -1410388.951158
  nChanged 660
		SP:Iteration 17Q (60463.150000 sec): 3 clusters
  Score: Raw -1413991.402217 + Penalty 3111.010860 = -1410880.391357
  nChanged 637
		SP:Iteration 18Q (60463.350000 sec): 3 clusters
  Score: Raw -1414477.946207 + Penalty 3111.010860 = -1411366.935347
  nChanged 535
		SP:Iteration 19Q (60463.550000 sec): 3 clusters
  Score: Raw -1414867.442413 + Penalty 3111.010860 = -1411756.431552
  nChanged 444
		SP:Iteration 20F (60463.740000 sec): 3 clusters
  Score: Raw -1415186.106498 + Penalty 3111.010860 = -1412075.095638
  nChanged 373
		SP:Iteration 21Q (60463.920000 sec): 3 clusters
  Score: Raw -1415429.374747 + Penalty 3111.010860 = -1412318.363886
  nChanged 302
		SP:Iteration 22Q (60464.150000 sec): 3 clusters
  Score: Raw -1415614.753287 + Penalty 3111.010860 = -1412503.742427
  nChanged 231
		SP:Iteration 23Q (60464.380000 sec): 3 clusters
  Score: Raw -1415766.981489 + Penalty 3111.010860 = -1412655.970629
  nChanged 224
		SP:Iteration 24Q (60464.570000 sec): 3 clusters
  Score: Raw -1415920.687784 + Penalty 3111.010860 = -1412809.676924
  nChanged 195
		SP:Iteration 25Q (60464.790000 sec): 3 clusters
  Score: Raw -1416066.701810 + Penalty 3111.010860 = -1412955.690950
  nChanged 155
		SP:Iteration 26Q (60464.980000 sec): 3 clusters
  Score: Raw -1416182.073388 + Penalty 3111.010860 = -1413071.062527
  nChanged 114
		SP:Iteration 27Q (60465.160000 sec): 3 clusters
  Score: Raw -1416274.441434 + Penalty 3111.010860 = -1413163.430573
  nChanged 77
		SP:Iteration 28Q (60465.370000 sec): 3 clusters
  Score: Raw -1416338.312098 + Penalty 3111.010860 = -1413227.301238
  nChanged 61
		SP:Iteration 29Q (60465.570000 sec): 3 clusters
  Score: Raw -1416397.031767 + Penalty 3111.010860 = -1413286.020906
  nChanged 45
		SP:Iteration 30Q (60465.760000 sec): 3 clusters
  Score: Raw -1416437.959559 + Penalty 3111.010860 = -1413326.948699
  nChanged 31
		SP:Iteration 31Q (60465.940000 sec): 3 clusters
  Score: Raw -1416466.564939 + Penalty 3111.010860 = -1413355.554079
  nChanged 23
		SP:Iteration 32Q (60466.160000 sec): 3 clusters
  Score: Raw -1416483.661316 + Penalty 3111.010860 = -1413372.650456
  nChanged 13
		SP:Iteration 33Q (60466.340000 sec): 3 clusters
  Score: Raw -1416497.093668 + Penalty 3111.010860 = -1413386.082808
  nChanged 15
		SP:Iteration 34Q (60466.570000 sec): 3 clusters
  Score: Raw -1416509.908897 + Penalty 3111.010860 = -1413398.898037
  nChanged 8
		SP:Iteration 35Q (60466.750000 sec): 3 clusters
  Score: Raw -1416516.293473 + Penalty 3111.010860 = -1413405.282613
  nChanged 6
		SP:Iteration 36Q (60466.970000 sec): 3 clusters
  Score: Raw -1416522.173809 + Penalty 3111.010860 = -1413411.162949
  nChanged 5
		SP:Iteration 37Q (60467.170000 sec): 3 clusters
  Score: Raw -1416526.884486 + Penalty 3111.010860 = -1413415.873626
  nChanged 6
		SP:Iteration 38Q (60467.400000 sec): 3 clusters
  Score: Raw -1416532.003648 + Penalty 3111.010860 = -1413420.992788
  nChanged 3
		SP:Iteration 39Q (60467.580000 sec): 3 clusters
  Score: Raw -1416535.399297 + Penalty 3111.010860 = -1413424.388436
  nChanged 4
		SP:Iteration 40F (60467.820000 sec): 3 clusters
  Score: Raw -1416540.612454 + Penalty 3111.010860 = -1413429.601594
  nChanged 2
		SP:Iteration 41Q (60467.990000 sec): 3 clusters
  Score: Raw -1416542.740120 + Penalty 3111.010860 = -1413431.729260
  nChanged 1
		SP:Iteration 42Q (60468.190000 sec): 3 clusters
  Score: Raw -1416543.509801 + Penalty 3111.010860 = -1413432.498941
  nChanged 0
		SP:Iteration 43F (60468.400000 sec): 3 clusters
  Score: Raw -1416543.509801 + Penalty 3111.010860 = -1413432.498941
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 54 (15536 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (60468.560000 sec): 2 clusters
  Score: Raw -1349280.786134 + Penalty 1568.273718 = -1347712.512416
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (60468.790000 sec): 3 clusters
  Score: Raw -1340103.879145 + Penalty 3136.547437 = -1336967.331708
  nChanged 6954
		SP:Iteration 1F (60469.010000 sec): 3 clusters
  Score: Raw -1344010.054616 + Penalty 3136.547437 = -1340873.507179
  nChanged 1029
		SP:Iteration 2F (60469.200000 sec): 3 clusters
  Score: Raw -1344531.031305 + Penalty 3136.547437 = -1341394.483868
  nChanged 952
		SP:Iteration 3F (60469.390000 sec): 3 clusters
  Score: Raw -1345060.564245 + Penalty 3136.547437 = -1341924.016808
  nChanged 941
		SP:Iteration 4F (60469.590000 sec): 3 clusters
  Score: Raw -1345586.948347 + Penalty 3136.547437 = -1342450.400910
  nChanged 871
		SP:Iteration 5F (60469.790000 sec): 3 clusters
  Score: Raw -1346041.785654 + Penalty 3136.547437 = -1342905.238217
  nChanged 765
		SP:Iteration 6Q (60469.980000 sec): 3 clusters
  Score: Raw -1346528.844924 + Penalty 3136.547437 = -1343392.297487
  nChanged 735
		SP:Iteration 7Q (60470.180000 sec): 3 clusters
  Score: Raw -1346973.531709 + Penalty 3136.547437 = -1343836.984272
  nChanged 634
		SP:Iteration 8Q (60470.380000 sec): 3 clusters
  Score: Raw -1347373.120232 + Penalty 3136.547437 = -1344236.572795
  nChanged 514
		SP:Iteration 9Q (60470.580000 sec): 3 clusters
  Score: Raw -1347689.708613 + Penalty 3136.547437 = -1344553.161177
  nChanged 445
		SP:Iteration 10Q (60470.780000 sec): 3 clusters
  Score: Raw -1347968.809345 + Penalty 3136.547437 = -1344832.261908
  nChanged 377
		SP:Iteration 11Q (60470.980000 sec): 3 clusters
  Score: Raw -1348179.043523 + Penalty 3136.547437 = -1345042.496086
  nChanged 312
		SP:Iteration 12Q (60471.170000 sec): 3 clusters
  Score: Raw -1348325.082362 + Penalty 3136.547437 = -1345188.534925
  nChanged 244
		SP:Iteration 13Q (60471.360000 sec): 3 clusters
  Score: Raw -1348423.152114 + Penalty 3136.547437 = -1345286.604677
  nChanged 206
		SP:Iteration 14Q (60471.550000 sec): 3 clusters
  Score: Raw -1348503.583423 + Penalty 3136.547437 = -1345367.035987
  nChanged 173
		SP:Iteration 15Q (60471.740000 sec): 3 clusters
  Score: Raw -1348569.613126 + Penalty 3136.547437 = -1345433.065689
  nChanged 150
		SP:Iteration 16Q (60471.930000 sec): 3 clusters
  Score: Raw -1348622.944480 + Penalty 3136.547437 = -1345486.397043
  nChanged 144
		SP:Iteration 17Q (60472.130000 sec): 3 clusters
  Score: Raw -1348670.303602 + Penalty 3136.547437 = -1345533.756166
  nChanged 136
		SP:Iteration 18Q (60472.330000 sec): 3 clusters
  Score: Raw -1348719.715723 + Penalty 3136.547437 = -1345583.168286
  nChanged 137
		SP:Iteration 19Q (60472.520000 sec): 3 clusters
  Score: Raw -1348771.239445 + Penalty 3136.547437 = -1345634.692008
  nChanged 135
		SP:Iteration 20F (60472.720000 sec): 3 clusters
  Score: Raw -1348822.519965 + Penalty 3136.547437 = -1345685.972529
  nChanged 142
		SP:Iteration 21Q (60472.920000 sec): 3 clusters
  Score: Raw -1348873.700271 + Penalty 3136.547437 = -1345737.152834
  nChanged 120
		SP:Iteration 22Q (60473.120000 sec): 3 clusters
  Score: Raw -1348912.947586 + Penalty 3136.547437 = -1345776.400149
  nChanged 129
		SP:Iteration 23Q (60473.300000 sec): 3 clusters
  Score: Raw -1348953.915937 + Penalty 3136.547437 = -1345817.368500
  nChanged 112
		SP:Iteration 24Q (60473.500000 sec): 3 clusters
  Score: Raw -1348987.484025 + Penalty 3136.547437 = -1345850.936588
  nChanged 86
		SP:Iteration 25Q (60473.690000 sec): 3 clusters
  Score: Raw -1349014.714465 + Penalty 3136.547437 = -1345878.167028
  nChanged 95
		SP:Iteration 26Q (60473.890000 sec): 3 clusters
  Score: Raw -1349047.163296 + Penalty 3136.547437 = -1345910.615859
  nChanged 85
		SP:Iteration 27Q (60474.090000 sec): 3 clusters
  Score: Raw -1349074.394749 + Penalty 3136.547437 = -1345937.847312
  nChanged 89
		SP:Iteration 28Q (60474.290000 sec): 3 clusters
  Score: Raw -1349106.452716 + Penalty 3136.547437 = -1345969.905279
  nChanged 94
		SP:Iteration 29Q (60474.480000 sec): 3 clusters
  Score: Raw -1349138.924921 + Penalty 3136.547437 = -1346002.377484
  nChanged 80
		SP:Iteration 30Q (60474.680000 sec): 3 clusters
  Score: Raw -1349163.888770 + Penalty 3136.547437 = -1346027.341333
  nChanged 85
		SP:Iteration 31Q (60474.870000 sec): 3 clusters
  Score: Raw -1349192.625118 + Penalty 3136.547437 = -1346056.077681
  nChanged 76
		SP:Iteration 32Q (60475.070000 sec): 3 clusters
  Score: Raw -1349221.841347 + Penalty 3136.547437 = -1346085.293911
  nChanged 63
		SP:Iteration 33Q (60475.260000 sec): 3 clusters
  Score: Raw -1349246.581416 + Penalty 3136.547437 = -1346110.033980
  nChanged 69
		SP:Iteration 34Q (60475.460000 sec): 3 clusters
  Score: Raw -1349271.847288 + Penalty 3136.547437 = -1346135.299851
  nChanged 69
		SP:Iteration 35Q (60475.650000 sec): 3 clusters
  Score: Raw -1349297.180632 + Penalty 3136.547437 = -1346160.633195
  nChanged 62
		SP:Iteration 36Q (60475.850000 sec): 3 clusters
  Score: Raw -1349315.356727 + Penalty 3136.547437 = -1346178.809290
  nChanged 49
		SP:Iteration 37Q (60476.040000 sec): 3 clusters
  Score: Raw -1349334.860074 + Penalty 3136.547437 = -1346198.312637
  nChanged 59
		SP:Iteration 38Q (60476.240000 sec): 3 clusters
  Score: Raw -1349358.261341 + Penalty 3136.547437 = -1346221.713904
  nChanged 51
		SP:Iteration 39Q (60476.430000 sec): 3 clusters
  Score: Raw -1349375.915951 + Penalty 3136.547437 = -1346239.368514
  nChanged 49
		SP:Iteration 40F (60476.640000 sec): 3 clusters
  Score: Raw -1349394.975667 + Penalty 3136.547437 = -1346258.428230
  nChanged 38
		SP:Iteration 41Q (60476.820000 sec): 3 clusters
  Score: Raw -1349409.299152 + Penalty 3136.547437 = -1346272.751715
  nChanged 36
		SP:Iteration 42Q (60477.010000 sec): 3 clusters
  Score: Raw -1349424.162674 + Penalty 3136.547437 = -1346287.615238
  nChanged 35
		SP:Iteration 43Q (60477.210000 sec): 3 clusters
  Score: Raw -1349436.788070 + Penalty 3136.547437 = -1346300.240633
  nChanged 35
		SP:Iteration 44Q (60477.410000 sec): 3 clusters
  Score: Raw -1349451.443521 + Penalty 3136.547437 = -1346314.896084
  nChanged 32
		SP:Iteration 45Q (60477.600000 sec): 3 clusters
  Score: Raw -1349466.953138 + Penalty 3136.547437 = -1346330.405701
  nChanged 37
		SP:Iteration 46Q (60477.790000 sec): 3 clusters
  Score: Raw -1349483.406446 + Penalty 3136.547437 = -1346346.859009
  nChanged 38
		SP:Iteration 47Q (60477.990000 sec): 3 clusters
  Score: Raw -1349501.477881 + Penalty 3136.547437 = -1346364.930444
  nChanged 29
		SP:Iteration 48Q (60478.190000 sec): 3 clusters
  Score: Raw -1349515.810547 + Penalty 3136.547437 = -1346379.263110
  nChanged 30
		SP:Iteration 49Q (60478.380000 sec): 3 clusters
  Score: Raw -1349530.685035 + Penalty 3136.547437 = -1346394.137598
  nChanged 25
		SP:Iteration 50Q (60478.580000 sec): 3 clusters
  Score: Raw -1349544.735986 + Penalty 3136.547437 = -1346408.188549
  nChanged 31
		SP:Iteration 51Q (60478.770000 sec): 3 clusters
  Score: Raw -1349565.223260 + Penalty 3136.547437 = -1346428.675823
  nChanged 29
		SP:Iteration 52Q (60478.970000 sec): 3 clusters
  Score: Raw -1349583.362985 + Penalty 3136.547437 = -1346446.815548
  nChanged 29
		SP:Iteration 53Q (60479.160000 sec): 3 clusters
  Score: Raw -1349597.796165 + Penalty 3136.547437 = -1346461.248728
  nChanged 21
		SP:Iteration 54Q (60479.350000 sec): 3 clusters
  Score: Raw -1349611.984599 + Penalty 3136.547437 = -1346475.437162
  nChanged 26
		SP:Iteration 55Q (60479.550000 sec): 3 clusters
  Score: Raw -1349621.861532 + Penalty 3136.547437 = -1346485.314095
  nChanged 15
		SP:Iteration 56Q (60479.750000 sec): 3 clusters
  Score: Raw -1349629.016178 + Penalty 3136.547437 = -1346492.468741
  nChanged 12
		SP:Iteration 57Q (60479.940000 sec): 3 clusters
  Score: Raw -1349634.937599 + Penalty 3136.547437 = -1346498.390162
  nChanged 13
		SP:Iteration 58Q (60480.130000 sec): 3 clusters
  Score: Raw -1349642.956093 + Penalty 3136.547437 = -1346506.408657
  nChanged 16
		SP:Iteration 59Q (60480.330000 sec): 3 clusters
  Score: Raw -1349651.362452 + Penalty 3136.547437 = -1346514.815015
  nChanged 12
		SP:Iteration 60F (60480.530000 sec): 3 clusters
  Score: Raw -1349657.677689 + Penalty 3136.547437 = -1346521.130252
  nChanged 12
		SP:Iteration 61Q (60480.730000 sec): 3 clusters
  Score: Raw -1349663.205610 + Penalty 3136.547437 = -1346526.658173
  nChanged 6
		SP:Iteration 62Q (60480.920000 sec): 3 clusters
  Score: Raw -1349665.057276 + Penalty 3136.547437 = -1346528.509839
  nChanged 0
		SP:Iteration 63F (60481.120000 sec): 3 clusters
  Score: Raw -1349665.057276 + Penalty 3136.547437 = -1346528.509839
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 55 (1498 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (60481.180000 sec): 2 clusters
  Score: Raw -118681.475694 + Penalty 1188.181502 = -117493.294192
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (60481.210000 sec): 3 clusters
  Score: Raw -118092.284044 + Penalty 2376.363003 = -115715.921040
  nChanged 512
		SP:Iteration 1F (60481.250000 sec): 3 clusters
  Score: Raw -118552.398458 + Penalty 2376.363003 = -116176.035455
  nChanged 164
		SP:Iteration 2F (60481.280000 sec): 3 clusters
  Score: Raw -118777.881176 + Penalty 2376.363003 = -116401.518173
  nChanged 107
		SP:Iteration 3F (60481.310000 sec): 3 clusters
  Score: Raw -118913.009032 + Penalty 2376.363003 = -116536.646029
  nChanged 74
		SP:Iteration 4Q (60481.340000 sec): 3 clusters
  Score: Raw -119012.124313 + Penalty 2376.363003 = -116635.761310
  nChanged 58
		SP:Iteration 5Q (60481.370000 sec): 3 clusters
  Score: Raw -119077.765351 + Penalty 2376.363003 = -116701.402348
  nChanged 41
		SP:Iteration 6Q (60481.400000 sec): 3 clusters
  Score: Raw -119121.937458 + Penalty 2376.363003 = -116745.574454
  nChanged 41
		SP:Iteration 7Q (60481.430000 sec): 3 clusters
  Score: Raw -119165.669529 + Penalty 2376.363003 = -116789.306525
  nChanged 35
		SP:Iteration 8Q (60481.450000 sec): 3 clusters
  Score: Raw -119206.799269 + Penalty 2376.363003 = -116830.436265
  nChanged 36
		SP:Iteration 9Q (60481.480000 sec): 3 clusters
  Score: Raw -119247.732723 + Penalty 2376.363003 = -116871.369720
  nChanged 30
		SP:Iteration 10Q (60481.510000 sec): 3 clusters
  Score: Raw -119285.325594 + Penalty 2376.363003 = -116908.962590
  nChanged 18
		SP:Iteration 11Q (60481.540000 sec): 3 clusters
  Score: Raw -119305.710195 + Penalty 2376.363003 = -116929.347192
  nChanged 20
		SP:Iteration 12Q (60481.570000 sec): 3 clusters
  Score: Raw -119331.071938 + Penalty 2376.363003 = -116954.708935
  nChanged 19
		SP:Iteration 13Q (60481.590000 sec): 3 clusters
  Score: Raw -119354.250677 + Penalty 2376.363003 = -116977.887674
  nChanged 21
		SP:Iteration 14Q (60481.620000 sec): 3 clusters
  Score: Raw -119380.492439 + Penalty 2376.363003 = -117004.129435
  nChanged 11
		SP:Iteration 15Q (60481.650000 sec): 3 clusters
  Score: Raw -119390.646210 + Penalty 2376.363003 = -117014.283207
  nChanged 9
		SP:Iteration 16Q (60481.680000 sec): 3 clusters
  Score: Raw -119397.751005 + Penalty 2376.363003 = -117021.388002
  nChanged 11
		SP:Iteration 17Q (60481.710000 sec): 3 clusters
  Score: Raw -119406.346842 + Penalty 2376.363003 = -117029.983839
  nChanged 5
		SP:Iteration 18Q (60481.730000 sec): 3 clusters
  Score: Raw -119411.971240 + Penalty 2376.363003 = -117035.608237
  nChanged 6
		SP:Iteration 19Q (60481.760000 sec): 3 clusters
  Score: Raw -119417.027597 + Penalty 2376.363003 = -117040.664594
  nChanged 8
		SP:Iteration 20F (60481.790000 sec): 3 clusters
  Score: Raw -119423.868451 + Penalty 2376.363003 = -117047.505448
  nChanged 7
		SP:Iteration 21Q (60481.820000 sec): 3 clusters
  Score: Raw -119430.087972 + Penalty 2376.363003 = -117053.724969
  nChanged 5
		SP:Iteration 22Q (60481.850000 sec): 3 clusters
  Score: Raw -119434.118911 + Penalty 2376.363003 = -117057.755907
  nChanged 3
		SP:Iteration 23Q (60481.870000 sec): 3 clusters
  Score: Raw -119436.003717 + Penalty 2376.363003 = -117059.640713
  nChanged 6
		SP:Iteration 24Q (60481.900000 sec): 3 clusters
  Score: Raw -119441.572118 + Penalty 2376.363003 = -117065.209115
  nChanged 7
		SP:Iteration 25Q (60481.930000 sec): 3 clusters
  Score: Raw -119446.761597 + Penalty 2376.363003 = -117070.398593
  nChanged 5
		SP:Iteration 26Q (60481.960000 sec): 3 clusters
  Score: Raw -119449.063551 + Penalty 2376.363003 = -117072.700548
  nChanged 1
		SP:Iteration 27Q (60481.980000 sec): 3 clusters
  Score: Raw -119450.908744 + Penalty 2376.363003 = -117074.545740
  nChanged 1
		SP:Iteration 28Q (60482.010000 sec): 3 clusters
  Score: Raw -119453.735354 + Penalty 2376.363003 = -117077.372351
  nChanged 2
		SP:Iteration 29Q (60482.040000 sec): 3 clusters
  Score: Raw -119454.964165 + Penalty 2376.363003 = -117078.601161
  nChanged 2
		SP:Iteration 30Q (60482.070000 sec): 3 clusters
  Score: Raw -119456.882774 + Penalty 2376.363003 = -117080.519771
  nChanged 1
		SP:Iteration 31Q (60482.090000 sec): 3 clusters
  Score: Raw -119458.591398 + Penalty 2376.363003 = -117082.228395
  nChanged 1
		SP:Iteration 32Q (60482.120000 sec): 3 clusters
  Score: Raw -119459.202676 + Penalty 2376.363003 = -117082.839672
  nChanged 0
		SP:Iteration 33F (60482.150000 sec): 3 clusters
  Score: Raw -119459.202676 + Penalty 2376.363003 = -117082.839672
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 56 (1931 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (60482.210000 sec): 2 clusters
  Score: Raw -137874.098700 + Penalty 1229.441408 = -136644.657292
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (60482.250000 sec): 3 clusters
  Score: Raw -137142.285965 + Penalty 2458.882817 = -134683.403148
  nChanged 693
		SP:Iteration 1F (60482.290000 sec): 3 clusters
  Score: Raw -137883.609296 + Penalty 2458.882817 = -135424.726479
  nChanged 205
		SP:Iteration 2F (60482.320000 sec): 3 clusters
  Score: Raw -138179.389115 + Penalty 2458.882817 = -135720.506299
  nChanged 157
		SP:Iteration 3F (60482.360000 sec): 3 clusters
  Score: Raw -138383.000175 + Penalty 2458.882817 = -135924.117359
  nChanged 96
		SP:Iteration 4Q (60482.400000 sec): 3 clusters
  Score: Raw -138495.368290 + Penalty 2458.882817 = -136036.485473
  nChanged 55
		SP:Iteration 5Q (60482.430000 sec): 3 clusters
  Score: Raw -138545.673255 + Penalty 2458.882817 = -136086.790439
  nChanged 32
		SP:Iteration 6Q (60482.470000 sec): 3 clusters
  Score: Raw -138566.449840 + Penalty 2458.882817 = -136107.567023
  nChanged 17
		SP:Iteration 7Q (60482.510000 sec): 3 clusters
  Score: Raw -138583.901315 + Penalty 2458.882817 = -136125.018499
  nChanged 14
		SP:Iteration 8Q (60482.550000 sec): 3 clusters
  Score: Raw -138602.650879 + Penalty 2458.882817 = -136143.768062
  nChanged 19
		SP:Iteration 9Q (60482.580000 sec): 3 clusters
  Score: Raw -138618.170267 + Penalty 2458.882817 = -136159.287450
  nChanged 8
		SP:Iteration 10Q (60482.620000 sec): 3 clusters
  Score: Raw -138627.275204 + Penalty 2458.882817 = -136168.392387
  nChanged 11
		SP:Iteration 11Q (60482.650000 sec): 3 clusters
  Score: Raw -138634.275712 + Penalty 2458.882817 = -136175.392895
  nChanged 12
		SP:Iteration 12Q (60482.690000 sec): 3 clusters
  Score: Raw -138645.638351 + Penalty 2458.882817 = -136186.755534
  nChanged 15
		SP:Iteration 13Q (60482.730000 sec): 3 clusters
  Score: Raw -138659.687075 + Penalty 2458.882817 = -136200.804258
  nChanged 16
		SP:Iteration 14Q (60482.760000 sec): 3 clusters
  Score: Raw -138669.904548 + Penalty 2458.882817 = -136211.021732
  nChanged 13
		SP:Iteration 15Q (60482.800000 sec): 3 clusters
  Score: Raw -138683.922046 + Penalty 2458.882817 = -136225.039229
  nChanged 15
		SP:Iteration 16Q (60482.830000 sec): 3 clusters
  Score: Raw -138693.387904 + Penalty 2458.882817 = -136234.505087
  nChanged 9
		SP:Iteration 17Q (60482.870000 sec): 3 clusters
  Score: Raw -138701.671984 + Penalty 2458.882817 = -136242.789167
  nChanged 11
		SP:Iteration 18Q (60482.910000 sec): 3 clusters
  Score: Raw -138709.370032 + Penalty 2458.882817 = -136250.487215
  nChanged 9
		SP:Iteration 19Q (60482.940000 sec): 3 clusters
  Score: Raw -138715.194053 + Penalty 2458.882817 = -136256.311236
  nChanged 14
		SP:Iteration 20F (60482.980000 sec): 3 clusters
  Score: Raw -138724.954552 + Penalty 2458.882817 = -136266.071735
  nChanged 12
		SP:Iteration 21Q (60483.010000 sec): 3 clusters
  Score: Raw -138736.296665 + Penalty 2458.882817 = -136277.413848
  nChanged 13
		SP:Iteration 22Q (60483.050000 sec): 3 clusters
  Score: Raw -138751.323058 + Penalty 2458.882817 = -136292.440241
  nChanged 19
		SP:Iteration 23Q (60483.090000 sec): 3 clusters
  Score: Raw -138768.090245 + Penalty 2458.882817 = -136309.207428
  nChanged 15
		SP:Iteration 24Q (60483.120000 sec): 3 clusters
  Score: Raw -138781.904074 + Penalty 2458.882817 = -136323.021257
  nChanged 14
		SP:Iteration 25Q (60483.150000 sec): 3 clusters
  Score: Raw -138792.407641 + Penalty 2458.882817 = -136333.524824
  nChanged 11
		SP:Iteration 26Q (60483.190000 sec): 3 clusters
  Score: Raw -138802.610089 + Penalty 2458.882817 = -136343.727272
  nChanged 7
		SP:Iteration 27Q (60483.230000 sec): 3 clusters
  Score: Raw -138809.174955 + Penalty 2458.882817 = -136350.292138
  nChanged 10
		SP:Iteration 28Q (60483.260000 sec): 3 clusters
  Score: Raw -138818.697730 + Penalty 2458.882817 = -136359.814913
  nChanged 13
		SP:Iteration 29Q (60483.300000 sec): 3 clusters
  Score: Raw -138827.355567 + Penalty 2458.882817 = -136368.472750
  nChanged 14
		SP:Iteration 30Q (60483.330000 sec): 3 clusters
  Score: Raw -138844.581772 + Penalty 2458.882817 = -136385.698955
  nChanged 22
		SP:Iteration 31Q (60483.370000 sec): 3 clusters
  Score: Raw -138870.219049 + Penalty 2458.882817 = -136411.336232
  nChanged 21
		SP:Iteration 32Q (60483.400000 sec): 3 clusters
  Score: Raw -138895.591202 + Penalty 2458.882817 = -136436.708385
  nChanged 17
		SP:Iteration 33Q (60483.440000 sec): 3 clusters
  Score: Raw -138913.237836 + Penalty 2458.882817 = -136454.355019
  nChanged 20
		SP:Iteration 34Q (60483.470000 sec): 3 clusters
  Score: Raw -138933.054948 + Penalty 2458.882817 = -136474.172131
  nChanged 11
		SP:Iteration 35Q (60483.510000 sec): 3 clusters
  Score: Raw -138941.372303 + Penalty 2458.882817 = -136482.489487
  nChanged 10
		SP:Iteration 36Q (60483.540000 sec): 3 clusters
  Score: Raw -138952.928097 + Penalty 2458.882817 = -136494.045281
  nChanged 9
		SP:Iteration 37Q (60483.580000 sec): 3 clusters
  Score: Raw -138963.062027 + Penalty 2458.882817 = -136504.179211
  nChanged 10
		SP:Iteration 38Q (60483.610000 sec): 3 clusters
  Score: Raw -138969.658729 + Penalty 2458.882817 = -136510.775913
  nChanged 4
		SP:Iteration 39Q (60483.650000 sec): 3 clusters
  Score: Raw -138978.350489 + Penalty 2458.882817 = -136519.467672
  nChanged 6
		SP:Iteration 40F (60483.680000 sec): 3 clusters
  Score: Raw -138990.061204 + Penalty 2458.882817 = -136531.178387
  nChanged 6
		SP:Iteration 41Q (60483.720000 sec): 3 clusters
  Score: Raw -139000.395659 + Penalty 2458.882817 = -136541.512842
  nChanged 11
		SP:Iteration 42Q (60483.750000 sec): 3 clusters
  Score: Raw -139018.011056 + Penalty 2458.882817 = -136559.128240
  nChanged 11
		SP:Iteration 43Q (60483.790000 sec): 3 clusters
  Score: Raw -139029.618658 + Penalty 2458.882817 = -136570.735841
  nChanged 14
		SP:Iteration 44Q (60483.820000 sec): 3 clusters
  Score: Raw -139044.654664 + Penalty 2458.882817 = -136585.771848
  nChanged 13
		SP:Iteration 45Q (60483.850000 sec): 3 clusters
  Score: Raw -139053.943093 + Penalty 2458.882817 = -136595.060276
  nChanged 8
		SP:Iteration 46Q (60483.890000 sec): 3 clusters
  Score: Raw -139058.896734 + Penalty 2458.882817 = -136600.013917
  nChanged 6
		SP:Iteration 47Q (60483.920000 sec): 3 clusters
  Score: Raw -139063.820856 + Penalty 2458.882817 = -136604.938040
  nChanged 5
		SP:Iteration 48Q (60483.960000 sec): 3 clusters
  Score: Raw -139066.314471 + Penalty 2458.882817 = -136607.431654
  nChanged 1
		SP:Iteration 49Q (60483.990000 sec): 3 clusters
  Score: Raw -139066.620854 + Penalty 2458.882817 = -136607.738037
  nChanged 0
		SP:Iteration 50F (60484.030000 sec): 3 clusters
  Score: Raw -139066.620854 + Penalty 2458.882817 = -136607.738037
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 57 (16951 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (60484.230000 sec): 2 clusters
  Score: Raw -1436170.803480 + Penalty 1582.438343 = -1434588.365138
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (60484.490000 sec): 3 clusters
  Score: Raw -1426145.704131 + Penalty 3164.876685 = -1422980.827446
  nChanged 7516
		SP:Iteration 1F (60484.770000 sec): 3 clusters
  Score: Raw -1430567.078788 + Penalty 3164.876685 = -1427402.202102
  nChanged 1314
		SP:Iteration 2F (60484.990000 sec): 3 clusters
  Score: Raw -1431635.839815 + Penalty 3164.876685 = -1428470.963129
  nChanged 1558
		SP:Iteration 3F (60485.230000 sec): 3 clusters
  Score: Raw -1433069.581689 + Penalty 3164.876685 = -1429904.705004
  nChanged 1505
		SP:Iteration 4F (60485.490000 sec): 3 clusters
  Score: Raw -1434497.050508 + Penalty 3164.876685 = -1431332.173823
  nChanged 1348
		SP:Iteration 5F (60485.710000 sec): 3 clusters
  Score: Raw -1435578.872206 + Penalty 3164.876685 = -1432413.995521
  nChanged 1037
		SP:Iteration 6F (60485.990000 sec): 3 clusters
  Score: Raw -1436299.708394 + Penalty 3164.876685 = -1433134.831709
  nChanged 757
		SP:Iteration 7Q (60486.210000 sec): 3 clusters
  Score: Raw -1436803.005167 + Penalty 3164.876685 = -1433638.128482
  nChanged 594
		SP:Iteration 8Q (60486.490000 sec): 3 clusters
  Score: Raw -1437241.066899 + Penalty 3164.876685 = -1434076.190214
  nChanged 535
		SP:Iteration 9Q (60486.710000 sec): 3 clusters
  Score: Raw -1437671.844793 + Penalty 3164.876685 = -1434506.968108
  nChanged 513
		SP:Iteration 10Q (60486.990000 sec): 3 clusters
  Score: Raw -1438069.635552 + Penalty 3164.876685 = -1434904.758866
  nChanged 424
		SP:Iteration 11Q (60487.210000 sec): 3 clusters
  Score: Raw -1438355.581802 + Penalty 3164.876685 = -1435190.705117
  nChanged 353
		SP:Iteration 12Q (60487.440000 sec): 3 clusters
  Score: Raw -1438562.645995 + Penalty 3164.876685 = -1435397.769310
  nChanged 306
		SP:Iteration 13Q (60487.720000 sec): 3 clusters
  Score: Raw -1438796.668047 + Penalty 3164.876685 = -1435631.791362
  nChanged 339
		SP:Iteration 14Q (60487.930000 sec): 3 clusters
  Score: Raw -1439099.390945 + Penalty 3164.876685 = -1435934.514259
  nChanged 344
		SP:Iteration 15Q (60488.200000 sec): 3 clusters
  Score: Raw -1439445.008206 + Penalty 3164.876685 = -1436280.131521
  nChanged 373
		SP:Iteration 16Q (60488.410000 sec): 3 clusters
  Score: Raw -1439792.266340 + Penalty 3164.876685 = -1436627.389655
  nChanged 319
		SP:Iteration 17Q (60488.620000 sec): 3 clusters
  Score: Raw -1440063.275903 + Penalty 3164.876685 = -1436898.399218
  nChanged 283
		SP:Iteration 18Q (60488.880000 sec): 3 clusters
  Score: Raw -1440246.365650 + Penalty 3164.876685 = -1437081.488965
  nChanged 211
		SP:Iteration 19Q (60489.090000 sec): 3 clusters
  Score: Raw -1440327.140799 + Penalty 3164.876685 = -1437162.264114
  nChanged 140
		SP:Iteration 20F (60489.310000 sec): 3 clusters
  Score: Raw -1440358.576846 + Penalty 3164.876685 = -1437193.700161
  nChanged 91
		SP:Iteration 21Q (60489.530000 sec): 3 clusters
  Score: Raw -1440373.367082 + Penalty 3164.876685 = -1437208.490397
  nChanged 67
		SP:Iteration 22Q (60489.760000 sec): 3 clusters
  Score: Raw -1440382.006140 + Penalty 3164.876685 = -1437217.129455
  nChanged 55
		SP:Iteration 23Q (60489.990000 sec): 3 clusters
  Score: Raw -1440388.831797 + Penalty 3164.876685 = -1437223.955112
  nChanged 41
		SP:Iteration 24Q (60490.200000 sec): 3 clusters
  Score: Raw -1440392.803547 + Penalty 3164.876685 = -1437227.926862
  nChanged 36
		SP:Iteration 25Q (60490.460000 sec): 3 clusters
  Score: Raw -1440397.551490 + Penalty 3164.876685 = -1437232.674805
  nChanged 34
		SP:Iteration 26Q (60490.670000 sec): 3 clusters
  Score: Raw -1440401.296447 + Penalty 3164.876685 = -1437236.419762
  nChanged 31
		SP:Iteration 27Q (60490.870000 sec): 3 clusters
  Score: Raw -1440404.076998 + Penalty 3164.876685 = -1437239.200313
  nChanged 16
		SP:Iteration 28Q (60491.090000 sec): 3 clusters
  Score: Raw -1440405.578544 + Penalty 3164.876685 = -1437240.701858
  nChanged 9
		SP:Iteration 29Q (60491.360000 sec): 3 clusters
  Score: Raw -1440406.405167 + Penalty 3164.876685 = -1437241.528482
  nChanged 6
		SP:Iteration 30Q (60491.570000 sec): 3 clusters
  Score: Raw -1440407.023170 + Penalty 3164.876685 = -1437242.146485
  nChanged 4
		SP:Iteration 31Q (60491.770000 sec): 3 clusters
  Score: Raw -1440407.423191 + Penalty 3164.876685 = -1437242.546506
  nChanged 5
		SP:Iteration 32Q (60491.990000 sec): 3 clusters
  Score: Raw -1440407.643351 + Penalty 3164.876685 = -1437242.766666
  nChanged 0
		SP:Iteration 33F (60492.240000 sec): 3 clusters
  Score: Raw -1440407.643351 + Penalty 3164.876685 = -1437242.766666
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 88.
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 58 (4753 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (60492.330000 sec): 2 clusters
  Score: Raw -371435.186411 + Penalty 1375.811332 = -370059.375079
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (60492.420000 sec): 3 clusters
  Score: Raw -369063.405854 + Penalty 2751.622665 = -366311.783190
  nChanged 1863
		SP:Iteration 1F (60492.510000 sec): 3 clusters
  Score: Raw -370254.061774 + Penalty 2751.622665 = -367502.439110
  nChanged 432
		SP:Iteration 2F (60492.610000 sec): 3 clusters
  Score: Raw -370667.059928 + Penalty 2751.622665 = -367915.437264
  nChanged 378
		SP:Iteration 3F (60492.700000 sec): 3 clusters
  Score: Raw -370995.426242 + Penalty 2751.622665 = -368243.803577
  nChanged 301
		SP:Iteration 4F (60492.790000 sec): 3 clusters
  Score: Raw -371246.121029 + Penalty 2751.622665 = -368494.498364
  nChanged 271
		SP:Iteration 5F (60492.890000 sec): 3 clusters
  Score: Raw -371453.079797 + Penalty 2751.622665 = -368701.457133
  nChanged 233
		SP:Iteration 6Q (60492.980000 sec): 3 clusters
  Score: Raw -371622.497614 + Penalty 2751.622665 = -368870.874949
  nChanged 200
		SP:Iteration 7Q (60493.070000 sec): 3 clusters
  Score: Raw -371746.248334 + Penalty 2751.622665 = -368994.625669
  nChanged 148
		SP:Iteration 8Q (60493.170000 sec): 3 clusters
  Score: Raw -371830.059239 + Penalty 2751.622665 = -369078.436574
  nChanged 122
		SP:Iteration 9Q (60493.250000 sec): 3 clusters
  Score: Raw -371888.205964 + Penalty 2751.622665 = -369136.583299
  nChanged 80
		SP:Iteration 10Q (60493.350000 sec): 3 clusters
  Score: Raw -371924.294289 + Penalty 2751.622665 = -369172.671624
  nChanged 80
		SP:Iteration 11Q (60493.440000 sec): 3 clusters
  Score: Raw -371968.080408 + Penalty 2751.622665 = -369216.457743
  nChanged 87
		SP:Iteration 12Q (60493.530000 sec): 3 clusters
  Score: Raw -372005.954010 + Penalty 2751.622665 = -369254.331345
  nChanged 66
		SP:Iteration 13Q (60493.630000 sec): 3 clusters
  Score: Raw -372039.590009 + Penalty 2751.622665 = -369287.967344
  nChanged 61
		SP:Iteration 14Q (60493.720000 sec): 3 clusters
  Score: Raw -372068.440615 + Penalty 2751.622665 = -369316.817950
  nChanged 70
		SP:Iteration 15Q (60493.810000 sec): 3 clusters
  Score: Raw -372091.095381 + Penalty 2751.622665 = -369339.472716
  nChanged 37
		SP:Iteration 16Q (60493.910000 sec): 3 clusters
  Score: Raw -372105.230312 + Penalty 2751.622665 = -369353.607647
  nChanged 36
		SP:Iteration 17Q (60494.000000 sec): 3 clusters
  Score: Raw -372119.827505 + Penalty 2751.622665 = -369368.204840
  nChanged 38
		SP:Iteration 18Q (60494.090000 sec): 3 clusters
  Score: Raw -372136.772996 + Penalty 2751.622665 = -369385.150331
  nChanged 39
		SP:Iteration 19Q (60494.190000 sec): 3 clusters
  Score: Raw -372151.741281 + Penalty 2751.622665 = -369400.118616
  nChanged 37
		SP:Iteration 20F (60494.280000 sec): 3 clusters
  Score: Raw -372164.609292 + Penalty 2751.622665 = -369412.986627
  nChanged 32
		SP:Iteration 21Q (60494.370000 sec): 3 clusters
  Score: Raw -372176.494564 + Penalty 2751.622665 = -369424.871899
  nChanged 30
		SP:Iteration 22Q (60494.460000 sec): 3 clusters
  Score: Raw -372188.471339 + Penalty 2751.622665 = -369436.848674
  nChanged 48
		SP:Iteration 23Q (60494.550000 sec): 3 clusters
  Score: Raw -372211.405240 + Penalty 2751.622665 = -369459.782575
  nChanged 52
		SP:Iteration 24Q (60494.650000 sec): 3 clusters
  Score: Raw -372240.600909 + Penalty 2751.622665 = -369488.978244
  nChanged 51
		SP:Iteration 25Q (60494.740000 sec): 3 clusters
  Score: Raw -372268.563559 + Penalty 2751.622665 = -369516.940894
  nChanged 57
		SP:Iteration 26Q (60494.830000 sec): 3 clusters
  Score: Raw -372305.676202 + Penalty 2751.622665 = -369554.053537
  nChanged 70
		SP:Iteration 27Q (60494.930000 sec): 3 clusters
  Score: Raw -372352.330760 + Penalty 2751.622665 = -369600.708096
  nChanged 77
		SP:Iteration 28Q (60495.020000 sec): 3 clusters
  Score: Raw -372398.288470 + Penalty 2751.622665 = -369646.665805
  nChanged 67
		SP:Iteration 29Q (60495.110000 sec): 3 clusters
  Score: Raw -372439.694642 + Penalty 2751.622665 = -369688.071977
  nChanged 64
		SP:Iteration 30Q (60495.200000 sec): 3 clusters
  Score: Raw -372483.004469 + Penalty 2751.622665 = -369731.381804
  nChanged 66
		SP:Iteration 31Q (60495.290000 sec): 3 clusters
  Score: Raw -372523.812878 + Penalty 2751.622665 = -369772.190213
  nChanged 50
		SP:Iteration 32Q (60495.390000 sec): 3 clusters
  Score: Raw -372553.397961 + Penalty 2751.622665 = -369801.775296
  nChanged 47
		SP:Iteration 33Q (60495.480000 sec): 3 clusters
  Score: Raw -372582.087362 + Penalty 2751.622665 = -369830.464697
  nChanged 54
		SP:Iteration 34Q (60495.570000 sec): 3 clusters
  Score: Raw -372605.013019 + Penalty 2751.622665 = -369853.390354
  nChanged 37
		SP:Iteration 35Q (60495.660000 sec): 3 clusters
  Score: Raw -372622.310802 + Penalty 2751.622665 = -369870.688137
  nChanged 32
		SP:Iteration 36Q (60495.750000 sec): 3 clusters
  Score: Raw -372639.648117 + Penalty 2751.622665 = -369888.025452
  nChanged 36
		SP:Iteration 37Q (60495.850000 sec): 3 clusters
  Score: Raw -372659.786569 + Penalty 2751.622665 = -369908.163904
  nChanged 25
		SP:Iteration 38Q (60495.940000 sec): 3 clusters
  Score: Raw -372670.525182 + Penalty 2751.622665 = -369918.902517
  nChanged 18
		SP:Iteration 39Q (60496.030000 sec): 3 clusters
  Score: Raw -372677.690345 + Penalty 2751.622665 = -369926.067680
  nChanged 19
		SP:Iteration 40F (60496.120000 sec): 3 clusters
  Score: Raw -372682.881755 + Penalty 2751.622665 = -369931.259090
  nChanged 15
		SP:Iteration 41Q (60496.210000 sec): 3 clusters
  Score: Raw -372688.631611 + Penalty 2751.622665 = -369937.008946
  nChanged 12
		SP:Iteration 42Q (60496.300000 sec): 3 clusters
  Score: Raw -372693.779416 + Penalty 2751.622665 = -369942.156751
  nChanged 13
		SP:Iteration 43Q (60496.390000 sec): 3 clusters
  Score: Raw -372700.308572 + Penalty 2751.622665 = -369948.685907
  nChanged 16
		SP:Iteration 44Q (60496.490000 sec): 3 clusters
  Score: Raw -372707.759119 + Penalty 2751.622665 = -369956.136454
  nChanged 20
		SP:Iteration 45Q (60496.580000 sec): 3 clusters
  Score: Raw -372717.138157 + Penalty 2751.622665 = -369965.515492
  nChanged 22
		SP:Iteration 46Q (60496.670000 sec): 3 clusters
  Score: Raw -372727.313016 + Penalty 2751.622665 = -369975.690351
  nChanged 21
		SP:Iteration 47Q (60496.760000 sec): 3 clusters
  Score: Raw -372736.203952 + Penalty 2751.622665 = -369984.581287
  nChanged 22
		SP:Iteration 48Q (60496.850000 sec): 3 clusters
  Score: Raw -372745.377134 + Penalty 2751.622665 = -369993.754469
  nChanged 24
		SP:Iteration 49Q (60496.940000 sec): 3 clusters
  Score: Raw -372755.589880 + Penalty 2751.622665 = -370003.967215
  nChanged 20
		SP:Iteration 50Q (60497.030000 sec): 3 clusters
  Score: Raw -372768.251112 + Penalty 2751.622665 = -370016.628447
  nChanged 21
		SP:Iteration 51Q (60497.130000 sec): 3 clusters
  Score: Raw -372786.550640 + Penalty 2751.622665 = -370034.927975
  nChanged 32
		SP:Iteration 52Q (60497.220000 sec): 3 clusters
  Score: Raw -372833.458111 + Penalty 2751.622665 = -370081.835446
  nChanged 46
		SP:Iteration 53Q (60497.310000 sec): 3 clusters
  Score: Raw -372916.371866 + Penalty 2751.622665 = -370164.749201
  nChanged 52
		SP:Iteration 54Q (60497.400000 sec): 3 clusters
  Score: Raw -372999.945971 + Penalty 2751.622665 = -370248.323306
  nChanged 58
		SP:Iteration 55Q (60497.480000 sec): 3 clusters
  Score: Raw -373092.072521 + Penalty 2751.622665 = -370340.449856
  nChanged 80
		SP:Iteration 56Q (60497.580000 sec): 3 clusters
  Score: Raw -373163.828415 + Penalty 2751.622665 = -370412.205750
  nChanged 59
		SP:Iteration 57Q (60497.660000 sec): 3 clusters
  Score: Raw -373216.958056 + Penalty 2751.622665 = -370465.335391
  nChanged 58
		SP:Iteration 58Q (60497.750000 sec): 3 clusters
  Score: Raw -373267.933991 + Penalty 2751.622665 = -370516.311326
  nChanged 57
		SP:Iteration 59Q (60497.840000 sec): 3 clusters
  Score: Raw -373306.847994 + Penalty 2751.622665 = -370555.225330
  nChanged 55
		SP:Iteration 60F (60497.930000 sec): 3 clusters
  Score: Raw -373345.747127 + Penalty 2751.622665 = -370594.124462
  nChanged 37
		SP:Iteration 61Q (60498.020000 sec): 3 clusters
  Score: Raw -373372.307492 + Penalty 2751.622665 = -370620.684827
  nChanged 21
		SP:Iteration 62Q (60498.100000 sec): 3 clusters
  Score: Raw -373378.458427 + Penalty 2751.622665 = -370626.835762
  nChanged 8
		SP:Iteration 63Q (60498.190000 sec): 3 clusters
  Score: Raw -373379.718289 + Penalty 2751.622665 = -370628.095624
  nChanged 6
		SP:Iteration 64Q (60498.280000 sec): 3 clusters
  Score: Raw -373380.818679 + Penalty 2751.622665 = -370629.196014
  nChanged 1
		SP:Iteration 65Q (60498.370000 sec): 3 clusters
  Score: Raw -373381.121229 + Penalty 2751.622665 = -370629.498564
  nChanged 2
		SP:Iteration 66Q (60498.460000 sec): 3 clusters
  Score: Raw -373381.223710 + Penalty 2751.622665 = -370629.601045
  nChanged 0
		SP:Iteration 67F (60498.550000 sec): 3 clusters
  Score: Raw -373381.223710 + Penalty 2751.622665 = -370629.601045
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 89.
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 59 (42378 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (60498.890000 sec): 2 clusters
  Score: Raw -3834630.883569 + Penalty 1731.337504 = -3832899.546065
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (60499.330000 sec): 3 clusters
  Score: Raw -3808200.001498 + Penalty 3462.675008 = -3804737.326490
  nChanged 19767
		SP:Iteration 1F (60499.810000 sec): 3 clusters
  Score: Raw -3819333.536431 + Penalty 3462.675008 = -3815870.861424
  nChanged 2325
		SP:Iteration 2F (60500.240000 sec): 3 clusters
  Score: Raw -3820500.495775 + Penalty 3462.675008 = -3817037.820767
  nChanged 2899
		SP:Iteration 3F (60500.710000 sec): 3 clusters
  Score: Raw -3822396.047225 + Penalty 3462.675008 = -3818933.372217
  nChanged 3422
		SP:Iteration 4F (60501.140000 sec): 3 clusters
  Score: Raw -3825036.682806 + Penalty 3462.675008 = -3821574.007799
  nChanged 3597
		SP:Iteration 5F (60501.620000 sec): 3 clusters
  Score: Raw -3828164.694025 + Penalty 3462.675008 = -3824702.019018
  nChanged 3054
		SP:Iteration 6F (60502.070000 sec): 3 clusters
  Score: Raw -3830988.829691 + Penalty 3462.675008 = -3827526.154684
  nChanged 2147
		SP:Iteration 7F (60502.550000 sec): 3 clusters
  Score: Raw -3833307.534873 + Penalty 3462.675008 = -3829844.859865
  nChanged 1410
		SP:Iteration 8Q (60503.010000 sec): 3 clusters
  Score: Raw -3834843.144715 + Penalty 3462.675008 = -3831380.469708
  nChanged 929
		SP:Iteration 9Q (60503.480000 sec): 3 clusters
  Score: Raw -3835640.103044 + Penalty 3462.675008 = -3832177.428036
  nChanged 545
		SP:Iteration 10Q (60503.910000 sec): 3 clusters
  Score: Raw -3836040.198412 + Penalty 3462.675008 = -3832577.523404
  nChanged 365
		SP:Iteration 11Q (60504.320000 sec): 3 clusters
  Score: Raw -3836237.351075 + Penalty 3462.675008 = -3832774.676068
  nChanged 268
		SP:Iteration 12Q (60504.720000 sec): 3 clusters
  Score: Raw -3836348.779266 + Penalty 3462.675008 = -3832886.104259
  nChanged 197
		SP:Iteration 13Q (60505.170000 sec): 3 clusters
  Score: Raw -3836406.945675 + Penalty 3462.675008 = -3832944.270667
  nChanged 145
		SP:Iteration 14Q (60505.600000 sec): 3 clusters
  Score: Raw -3836439.431650 + Penalty 3462.675008 = -3832976.756642
  nChanged 106
		SP:Iteration 15Q (60506.000000 sec): 3 clusters
  Score: Raw -3836459.693534 + Penalty 3462.675008 = -3832997.018526
  nChanged 83
		SP:Iteration 16Q (60506.400000 sec): 3 clusters
  Score: Raw -3836473.425820 + Penalty 3462.675008 = -3833010.750812
  nChanged 64
		SP:Iteration 17Q (60506.800000 sec): 3 clusters
  Score: Raw -3836482.120767 + Penalty 3462.675008 = -3833019.445760
  nChanged 60
		SP:Iteration 18Q (60507.200000 sec): 3 clusters
  Score: Raw -3836489.360941 + Penalty 3462.675008 = -3833026.685933
  nChanged 50
		SP:Iteration 19Q (60507.600000 sec): 3 clusters
  Score: Raw -3836495.036991 + Penalty 3462.675008 = -3833032.361983
  nChanged 40
		SP:Iteration 20F (60508.020000 sec): 3 clusters
  Score: Raw -3836499.503512 + Penalty 3462.675008 = -3833036.828504
  nChanged 34
		SP:Iteration 21Q (60508.480000 sec): 3 clusters
  Score: Raw -3836504.133337 + Penalty 3462.675008 = -3833041.458329
  nChanged 33
		SP:Iteration 22Q (60508.900000 sec): 3 clusters
  Score: Raw -3836508.682197 + Penalty 3462.675008 = -3833046.007190
  nChanged 29
		SP:Iteration 23Q (60509.300000 sec): 3 clusters
  Score: Raw -3836511.421345 + Penalty 3462.675008 = -3833048.746337
  nChanged 16
		SP:Iteration 24Q (60509.700000 sec): 3 clusters
  Score: Raw -3836512.885628 + Penalty 3462.675008 = -3833050.210620
  nChanged 14
		SP:Iteration 25Q (60510.100000 sec): 3 clusters
  Score: Raw -3836514.248544 + Penalty 3462.675008 = -3833051.573537
  nChanged 14
		SP:Iteration 26Q (60510.500000 sec): 3 clusters
  Score: Raw -3836515.646123 + Penalty 3462.675008 = -3833052.971116
  nChanged 12
		SP:Iteration 27Q (60510.900000 sec): 3 clusters
  Score: Raw -3836516.670437 + Penalty 3462.675008 = -3833053.995430
  nChanged 15
		SP:Iteration 28Q (60511.310000 sec): 3 clusters
  Score: Raw -3836517.799517 + Penalty 3462.675008 = -3833055.124509
  nChanged 12
		SP:Iteration 29Q (60511.760000 sec): 3 clusters
  Score: Raw -3836518.831853 + Penalty 3462.675008 = -3833056.156845
  nChanged 10
		SP:Iteration 30Q (60512.190000 sec): 3 clusters
  Score: Raw -3836519.448730 + Penalty 3462.675008 = -3833056.773722
  nChanged 8
		SP:Iteration 31Q (60512.610000 sec): 3 clusters
  Score: Raw -3836520.032906 + Penalty 3462.675008 = -3833057.357898
  nChanged 2
		SP:Iteration 32Q (60513.010000 sec): 3 clusters
  Score: Raw -3836520.266092 + Penalty 3462.675008 = -3833057.591084
  nChanged 5
		SP:Iteration 33Q (60513.410000 sec): 3 clusters
  Score: Raw -3836520.653448 + Penalty 3462.675008 = -3833057.978440
  nChanged 4
		SP:Iteration 34Q (60513.810000 sec): 3 clusters
  Score: Raw -3836520.860643 + Penalty 3462.675008 = -3833058.185635
  nChanged 4
		SP:Iteration 35Q (60514.210000 sec): 3 clusters
  Score: Raw -3836521.107925 + Penalty 3462.675008 = -3833058.432918
  nChanged 4
		SP:Iteration 36Q (60514.600000 sec): 3 clusters
  Score: Raw -3836521.331659 + Penalty 3462.675008 = -3833058.656651
  nChanged 1
		SP:Iteration 37Q (60515.060000 sec): 3 clusters
  Score: Raw -3836521.388766 + Penalty 3462.675008 = -3833058.713758
  nChanged 1
		SP:Iteration 38Q (60515.480000 sec): 3 clusters
  Score: Raw -3836521.448001 + Penalty 3462.675008 = -3833058.772994
  nChanged 1
		SP:Iteration 39Q (60515.900000 sec): 3 clusters
  Score: Raw -3836521.550115 + Penalty 3462.675008 = -3833058.875108
  nChanged 1
		SP:Iteration 40F (60516.330000 sec): 3 clusters
  Score: Raw -3836521.624887 + Penalty 3462.675008 = -3833058.949879
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 90.
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 60 (2038 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (60516.390000 sec): 2 clusters
  Score: Raw -151659.624755 + Penalty 1238.205185 = -150421.419571
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (60516.440000 sec): 3 clusters
  Score: Raw -150830.870143 + Penalty 2476.410369 = -148354.459773
  nChanged 741
		SP:Iteration 1F (60516.500000 sec): 3 clusters
  Score: Raw -151418.485733 + Penalty 2476.410369 = -148942.075363
  nChanged 200
		SP:Iteration 2F (60516.550000 sec): 3 clusters
  Score: Raw -151681.040653 + Penalty 2476.410369 = -149204.630284
  nChanged 176
		SP:Iteration 3F (60516.590000 sec): 3 clusters
  Score: Raw -151915.847273 + Penalty 2476.410369 = -149439.436904
  nChanged 137
		SP:Iteration 4F (60516.620000 sec): 3 clusters
  Score: Raw -152087.109246 + Penalty 2476.410369 = -149610.698877
  nChanged 107
		SP:Iteration 5F (60516.660000 sec): 3 clusters
  Score: Raw -152211.897152 + Penalty 2476.410369 = -149735.486782
  nChanged 70
		SP:Iteration 6Q (60516.700000 sec): 3 clusters
  Score: Raw -152266.691994 + Penalty 2476.410369 = -149790.281625
  nChanged 40
		SP:Iteration 7Q (60516.740000 sec): 3 clusters
  Score: Raw -152298.155733 + Penalty 2476.410369 = -149821.745364
  nChanged 31
		SP:Iteration 8Q (60516.780000 sec): 3 clusters
  Score: Raw -152319.501915 + Penalty 2476.410369 = -149843.091545
  nChanged 17
		SP:Iteration 9Q (60516.820000 sec): 3 clusters
  Score: Raw -152329.996189 + Penalty 2476.410369 = -149853.585819
  nChanged 9
		SP:Iteration 10Q (60516.850000 sec): 3 clusters
  Score: Raw -152335.089902 + Penalty 2476.410369 = -149858.679533
  nChanged 9
		SP:Iteration 11Q (60516.890000 sec): 3 clusters
  Score: Raw -152339.632228 + Penalty 2476.410369 = -149863.221859
  nChanged 7
		SP:Iteration 12Q (60516.930000 sec): 3 clusters
  Score: Raw -152344.028866 + Penalty 2476.410369 = -149867.618496
  nChanged 9
		SP:Iteration 13Q (60516.960000 sec): 3 clusters
  Score: Raw -152352.734263 + Penalty 2476.410369 = -149876.323894
  nChanged 11
		SP:Iteration 14Q (60517.000000 sec): 3 clusters
  Score: Raw -152360.709425 + Penalty 2476.410369 = -149884.299055
  nChanged 9
		SP:Iteration 15Q (60517.040000 sec): 3 clusters
  Score: Raw -152365.650462 + Penalty 2476.410369 = -149889.240092
  nChanged 6
		SP:Iteration 16Q (60517.080000 sec): 3 clusters
  Score: Raw -152371.257775 + Penalty 2476.410369 = -149894.847406
  nChanged 11
		SP:Iteration 17Q (60517.120000 sec): 3 clusters
  Score: Raw -152382.563617 + Penalty 2476.410369 = -149906.153248
  nChanged 13
		SP:Iteration 18Q (60517.160000 sec): 3 clusters
  Score: Raw -152402.014900 + Penalty 2476.410369 = -149925.604531
  nChanged 17
		SP:Iteration 19Q (60517.190000 sec): 3 clusters
  Score: Raw -152412.642121 + Penalty 2476.410369 = -149936.231751
  nChanged 9
		SP:Iteration 20F (60517.230000 sec): 3 clusters
  Score: Raw -152416.348290 + Penalty 2476.410369 = -149939.937921
  nChanged 7
		SP:Iteration 21Q (60517.270000 sec): 3 clusters
  Score: Raw -152419.288453 + Penalty 2476.410369 = -149942.878084
  nChanged 5
		SP:Iteration 22Q (60517.300000 sec): 3 clusters
  Score: Raw -152421.476614 + Penalty 2476.410369 = -149945.066244
  nChanged 4
		SP:Iteration 23Q (60517.340000 sec): 3 clusters
  Score: Raw -152424.660226 + Penalty 2476.410369 = -149948.249856
  nChanged 8
		SP:Iteration 24Q (60517.380000 sec): 3 clusters
  Score: Raw -152431.834166 + Penalty 2476.410369 = -149955.423797
  nChanged 14
		SP:Iteration 25Q (60517.420000 sec): 3 clusters
  Score: Raw -152449.164551 + Penalty 2476.410369 = -149972.754181
  nChanged 14
		SP:Iteration 26Q (60517.460000 sec): 3 clusters
  Score: Raw -152469.421635 + Penalty 2476.410369 = -149993.011266
  nChanged 21
		SP:Iteration 27Q (60517.500000 sec): 3 clusters
  Score: Raw -152494.917437 + Penalty 2476.410369 = -150018.507068
  nChanged 17
		SP:Iteration 28Q (60517.530000 sec): 3 clusters
  Score: Raw -152507.716562 + Penalty 2476.410369 = -150031.306192
  nChanged 14
		SP:Iteration 29Q (60517.570000 sec): 3 clusters
  Score: Raw -152515.168131 + Penalty 2476.410369 = -150038.757762
  nChanged 12
		SP:Iteration 30Q (60517.610000 sec): 3 clusters
  Score: Raw -152521.201490 + Penalty 2476.410369 = -150044.791121
  nChanged 7
		SP:Iteration 31Q (60517.640000 sec): 3 clusters
  Score: Raw -152525.640201 + Penalty 2476.410369 = -150049.229831
  nChanged 5
		SP:Iteration 32Q (60517.680000 sec): 3 clusters
  Score: Raw -152528.781391 + Penalty 2476.410369 = -150052.371021
  nChanged 6
		SP:Iteration 33Q (60517.720000 sec): 3 clusters
  Score: Raw -152532.961511 + Penalty 2476.410369 = -150056.551141
  nChanged 7
		SP:Iteration 34Q (60517.760000 sec): 3 clusters
  Score: Raw -152537.587239 + Penalty 2476.410369 = -150061.176869
  nChanged 5
		SP:Iteration 35Q (60517.800000 sec): 3 clusters
  Score: Raw -152540.474131 + Penalty 2476.410369 = -150064.063761
  nChanged 4
		SP:Iteration 36Q (60517.830000 sec): 3 clusters
  Score: Raw -152543.271127 + Penalty 2476.410369 = -150066.860758
  nChanged 3
		SP:Iteration 37Q (60517.870000 sec): 3 clusters
  Score: Raw -152546.184501 + Penalty 2476.410369 = -150069.774131
  nChanged 1
		SP:Iteration 38Q (60517.910000 sec): 3 clusters
  Score: Raw -152546.381803 + Penalty 2476.410369 = -150069.971434
  nChanged 1
		SP:Iteration 39Q (60517.940000 sec): 3 clusters
  Score: Raw -152547.230596 + Penalty 2476.410369 = -150070.820227
  nChanged 3
		SP:Iteration 40F (60517.980000 sec): 3 clusters
  Score: Raw -152548.691753 + Penalty 2476.410369 = -150072.281383
  nChanged 1
		SP:Iteration 41Q (60518.020000 sec): 3 clusters
  Score: Raw -152549.354272 + Penalty 2476.410369 = -150072.943902
  nChanged 3
		SP:Iteration 42Q (60518.060000 sec): 3 clusters
  Score: Raw -152550.677897 + Penalty 2476.410369 = -150074.267528
  nChanged 3
		SP:Iteration 43Q (60518.100000 sec): 3 clusters
  Score: Raw -152552.523447 + Penalty 2476.410369 = -150076.113077
  nChanged 4
		SP:Iteration 44Q (60518.130000 sec): 3 clusters
  Score: Raw -152554.258929 + Penalty 2476.410369 = -150077.848560
  nChanged 4
		SP:Iteration 45Q (60518.170000 sec): 3 clusters
  Score: Raw -152555.630530 + Penalty 2476.410369 = -150079.220161
  nChanged 3
		SP:Iteration 46Q (60518.210000 sec): 3 clusters
  Score: Raw -152557.303748 + Penalty 2476.410369 = -150080.893379
  nChanged 1
		SP:Iteration 47Q (60518.240000 sec): 3 clusters
  Score: Raw -152558.194288 + Penalty 2476.410369 = -150081.783919
  nChanged 1
		SP:Iteration 48Q (60518.280000 sec): 3 clusters
  Score: Raw -152558.387752 + Penalty 2476.410369 = -150081.977383
  nChanged 0
		SP:Iteration 49F (60518.320000 sec): 3 clusters
  Score: Raw -152558.387752 + Penalty 2476.410369 = -150081.977383
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 61 (287 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (60518.360000 sec): 2 clusters
  Score: Raw -21343.553154 + Penalty 919.665860 = -20423.887293
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (60518.360000 sec): 3 clusters
  Score: Raw -21442.171876 + Penalty 1839.331720 = -19602.840155
  nChanged 43
		SP:Iteration 1F (60518.370000 sec): 3 clusters
  Score: Raw -21553.463990 + Penalty 1839.331720 = -19714.132269
  nChanged 14
		SP:Iteration 2Q (60518.380000 sec): 3 clusters
  Score: Raw -21593.589678 + Penalty 1839.331720 = -19754.257958
  nChanged 6
		SP:Iteration 3Q (60518.380000 sec): 3 clusters
  Score: Raw -21626.997777 + Penalty 1839.331720 = -19787.666057
  nChanged 3
		SP:Iteration 4Q (60518.390000 sec): 3 clusters
  Score: Raw -21648.634644 + Penalty 1839.331720 = -19809.302924
  nChanged 2
		SP:Iteration 5Q (60518.400000 sec): 3 clusters
  Score: Raw -21653.152258 + Penalty 1839.331720 = -19813.820538
  nChanged 3
		SP:Iteration 6Q (60518.400000 sec): 3 clusters
  Score: Raw -21658.972699 + Penalty 1839.331720 = -19819.640979
  nChanged 1
		SP:Iteration 7Q (60518.410000 sec): 3 clusters
  Score: Raw -21662.699160 + Penalty 1839.331720 = -19823.367440
  nChanged 3
		SP:Iteration 8Q (60518.420000 sec): 3 clusters
  Score: Raw -21667.446243 + Penalty 1839.331720 = -19828.114522
  nChanged 1
		SP:Iteration 9Q (60518.420000 sec): 3 clusters
  Score: Raw -21669.007508 + Penalty 1839.331720 = -19829.675788
  nChanged 0
		SP:Iteration 10F (60518.430000 sec): 3 clusters
  Score: Raw -21669.007508 + Penalty 1839.331720 = -19829.675788
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 62 (5332 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (60518.520000 sec): 2 clusters
  Score: Raw -440543.206101 + Penalty 1394.490773 = -439148.715328
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (60518.630000 sec): 3 clusters
  Score: Raw -437790.949860 + Penalty 2788.981546 = -435001.968313
  nChanged 2191
		SP:Iteration 1F (60518.720000 sec): 3 clusters
  Score: Raw -439510.470481 + Penalty 2788.981546 = -436721.488935
  nChanged 668
		SP:Iteration 2F (60518.820000 sec): 3 clusters
  Score: Raw -440359.479181 + Penalty 2788.981546 = -437570.497635
  nChanged 555
		SP:Iteration 3F (60518.920000 sec): 3 clusters
  Score: Raw -440931.385636 + Penalty 2788.981546 = -438142.404090
  nChanged 340
		SP:Iteration 4F (60519.010000 sec): 3 clusters
  Score: Raw -441230.604519 + Penalty 2788.981546 = -438441.622972
  nChanged 217
		SP:Iteration 5Q (60519.110000 sec): 3 clusters
  Score: Raw -441394.381119 + Penalty 2788.981546 = -438605.399572
  nChanged 152
		SP:Iteration 6Q (60519.200000 sec): 3 clusters
  Score: Raw -441506.422512 + Penalty 2788.981546 = -438717.440966
  nChanged 129
		SP:Iteration 7Q (60519.300000 sec): 3 clusters
  Score: Raw -441607.489572 + Penalty 2788.981546 = -438818.508026
  nChanged 122
		SP:Iteration 8Q (60519.400000 sec): 3 clusters
  Score: Raw -441699.977136 + Penalty 2788.981546 = -438910.995589
  nChanged 125
		SP:Iteration 9Q (60519.490000 sec): 3 clusters
  Score: Raw -441781.411682 + Penalty 2788.981546 = -438992.430136
  nChanged 114
		SP:Iteration 10Q (60519.580000 sec): 3 clusters
  Score: Raw -441848.772558 + Penalty 2788.981546 = -439059.791012
  nChanged 112
		SP:Iteration 11Q (60519.680000 sec): 3 clusters
  Score: Raw -441930.773805 + Penalty 2788.981546 = -439141.792259
  nChanged 139
		SP:Iteration 12Q (60519.780000 sec): 3 clusters
  Score: Raw -442034.923890 + Penalty 2788.981546 = -439245.942344
  nChanged 143
		SP:Iteration 13Q (60519.870000 sec): 3 clusters
  Score: Raw -442150.592128 + Penalty 2788.981546 = -439361.610582
  nChanged 150
		SP:Iteration 14Q (60519.960000 sec): 3 clusters
  Score: Raw -442284.735491 + Penalty 2788.981546 = -439495.753944
  nChanged 144
		SP:Iteration 15Q (60520.180000 sec): 3 clusters
  Score: Raw -442407.391784 + Penalty 2788.981546 = -439618.410237
  nChanged 124
		SP:Iteration 16Q (60520.350000 sec): 3 clusters
  Score: Raw -442529.454951 + Penalty 2788.981546 = -439740.473404
  nChanged 114
		SP:Iteration 17Q (60520.490000 sec): 3 clusters
  Score: Raw -442649.231438 + Penalty 2788.981546 = -439860.249891
  nChanged 108
		SP:Iteration 18Q (60520.580000 sec): 3 clusters
  Score: Raw -442779.853846 + Penalty 2788.981546 = -439990.872300
  nChanged 93
		SP:Iteration 19Q (60520.670000 sec): 3 clusters
  Score: Raw -442891.521941 + Penalty 2788.981546 = -440102.540394
  nChanged 87
		SP:Iteration 20F (60520.770000 sec): 3 clusters
  Score: Raw -443037.714284 + Penalty 2788.981546 = -440248.732737
  nChanged 68
		SP:Iteration 21Q (60520.860000 sec): 3 clusters
  Score: Raw -443147.256436 + Penalty 2788.981546 = -440358.274889
  nChanged 48
		SP:Iteration 22Q (60520.950000 sec): 3 clusters
  Score: Raw -443207.329407 + Penalty 2788.981546 = -440418.347860
  nChanged 37
		SP:Iteration 23Q (60521.040000 sec): 3 clusters
  Score: Raw -443239.266967 + Penalty 2788.981546 = -440450.285421
  nChanged 26
		SP:Iteration 24Q (60521.130000 sec): 3 clusters
  Score: Raw -443256.474767 + Penalty 2788.981546 = -440467.493220
  nChanged 15
		SP:Iteration 25Q (60521.220000 sec): 3 clusters
  Score: Raw -443262.744791 + Penalty 2788.981546 = -440473.763244
  nChanged 7
		SP:Iteration 26Q (60521.310000 sec): 3 clusters
  Score: Raw -443265.690405 + Penalty 2788.981546 = -440476.708858
  nChanged 4
		SP:Iteration 27Q (60521.400000 sec): 3 clusters
  Score: Raw -443267.121233 + Penalty 2788.981546 = -440478.139687
  nChanged 3
		SP:Iteration 28Q (60521.490000 sec): 3 clusters
  Score: Raw -443268.292264 + Penalty 2788.981546 = -440479.310717
  nChanged 6
		SP:Iteration 29Q (60521.580000 sec): 3 clusters
  Score: Raw -443270.270150 + Penalty 2788.981546 = -440481.288603
  nChanged 2
		SP:Iteration 30Q (60521.670000 sec): 3 clusters
  Score: Raw -443270.944882 + Penalty 2788.981546 = -440481.963336
  nChanged 1
		SP:Iteration 31Q (60521.760000 sec): 3 clusters
  Score: Raw -443271.339234 + Penalty 2788.981546 = -440482.357688
  nChanged 1
		SP:Iteration 32Q (60521.850000 sec): 3 clusters
  Score: Raw -443271.677793 + Penalty 2788.981546 = -440482.696247
  nChanged 0
		SP:Iteration 33F (60521.950000 sec): 3 clusters
  Score: Raw -443271.677793 + Penalty 2788.981546 = -440482.696247
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 91.
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 63 (9165 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (60522.050000 sec): 2 clusters
  Score: Raw -733292.004153 + Penalty 1482.511414 = -731809.492739
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (60522.240000 sec): 3 clusters
  Score: Raw -728212.358631 + Penalty 2965.022827 = -725247.335804
  nChanged 3887
		SP:Iteration 1F (60522.370000 sec): 3 clusters
  Score: Raw -730892.399176 + Penalty 2965.022827 = -727927.376349
  nChanged 855
		SP:Iteration 2F (60522.510000 sec): 3 clusters
  Score: Raw -731644.581629 + Penalty 2965.022827 = -728679.558802
  nChanged 758
		SP:Iteration 3F (60522.640000 sec): 3 clusters
  Score: Raw -732361.809877 + Penalty 2965.022827 = -729396.787050
  nChanged 646
		SP:Iteration 4F (60522.780000 sec): 3 clusters
  Score: Raw -732944.833208 + Penalty 2965.022827 = -729979.810381
  nChanged 548
		SP:Iteration 5F (60522.930000 sec): 3 clusters
  Score: Raw -733418.664937 + Penalty 2965.022827 = -730453.642110
  nChanged 476
		SP:Iteration 6F (60523.070000 sec): 3 clusters
  Score: Raw -733762.764486 + Penalty 2965.022827 = -730797.741659
  nChanged 351
		SP:Iteration 7Q (60523.220000 sec): 3 clusters
  Score: Raw -733982.359251 + Penalty 2965.022827 = -731017.336424
  nChanged 282
		SP:Iteration 8Q (60523.360000 sec): 3 clusters
  Score: Raw -734169.217539 + Penalty 2965.022827 = -731204.194711
  nChanged 236
		SP:Iteration 9Q (60523.500000 sec): 3 clusters
  Score: Raw -734335.983836 + Penalty 2965.022827 = -731370.961009
  nChanged 211
		SP:Iteration 10Q (60523.650000 sec): 3 clusters
  Score: Raw -734473.906412 + Penalty 2965.022827 = -731508.883585
  nChanged 176
		SP:Iteration 11Q (60523.790000 sec): 3 clusters
  Score: Raw -734566.488127 + Penalty 2965.022827 = -731601.465300
  nChanged 135
		SP:Iteration 12Q (60523.940000 sec): 3 clusters
  Score: Raw -734621.354175 + Penalty 2965.022827 = -731656.331348
  nChanged 103
		SP:Iteration 13Q (60524.070000 sec): 3 clusters
  Score: Raw -734655.801813 + Penalty 2965.022827 = -731690.778986
  nChanged 69
		SP:Iteration 14Q (60524.210000 sec): 3 clusters
  Score: Raw -734674.401510 + Penalty 2965.022827 = -731709.378682
  nChanged 55
		SP:Iteration 15Q (60524.360000 sec): 3 clusters
  Score: Raw -734689.809926 + Penalty 2965.022827 = -731724.787098
  nChanged 47
		SP:Iteration 16Q (60524.500000 sec): 3 clusters
  Score: Raw -734701.025984 + Penalty 2965.022827 = -731736.003157
  nChanged 34
		SP:Iteration 17Q (60524.650000 sec): 3 clusters
  Score: Raw -734708.180368 + Penalty 2965.022827 = -731743.157541
  nChanged 31
		SP:Iteration 18Q (60524.780000 sec): 3 clusters
  Score: Raw -734712.138884 + Penalty 2965.022827 = -731747.116057
  nChanged 15
		SP:Iteration 19Q (60524.920000 sec): 3 clusters
  Score: Raw -734714.208710 + Penalty 2965.022827 = -731749.185883
  nChanged 10
		SP:Iteration 20F (60525.060000 sec): 3 clusters
  Score: Raw -734715.034718 + Penalty 2965.022827 = -731750.011891
  nChanged 8
		SP:Iteration 21Q (60525.210000 sec): 3 clusters
  Score: Raw -734716.010620 + Penalty 2965.022827 = -731750.987793
  nChanged 4
		SP:Iteration 22Q (60525.350000 sec): 3 clusters
  Score: Raw -734716.464261 + Penalty 2965.022827 = -731751.441434
  nChanged 1
		SP:Iteration 23Q (60525.490000 sec): 3 clusters
  Score: Raw -734717.046536 + Penalty 2965.022827 = -731752.023709
  nChanged 5
		SP:Iteration 24Q (60525.630000 sec): 3 clusters
  Score: Raw -734718.466885 + Penalty 2965.022827 = -731753.444058
  nChanged 5
		SP:Iteration 25Q (60525.770000 sec): 3 clusters
  Score: Raw -734719.215199 + Penalty 2965.022827 = -731754.192372
  nChanged 4
		SP:Iteration 26Q (60525.920000 sec): 3 clusters
  Score: Raw -734719.840494 + Penalty 2965.022827 = -731754.817667
  nChanged 3
		SP:Iteration 27Q (60526.060000 sec): 3 clusters
  Score: Raw -734719.993612 + Penalty 2965.022827 = -731754.970784
  nChanged 1
		SP:Iteration 28Q (60526.210000 sec): 3 clusters
  Score: Raw -734720.066581 + Penalty 2965.022827 = -731755.043754
  nChanged 2
		SP:Iteration 29Q (60526.340000 sec): 3 clusters
  Score: Raw -734720.289015 + Penalty 2965.022827 = -731755.266188
  nChanged 1
		SP:Iteration 30Q (60526.480000 sec): 3 clusters
  Score: Raw -734720.402183 + Penalty 2965.022827 = -731755.379356
  nChanged 4
		SP:Iteration 31Q (60526.630000 sec): 3 clusters
  Score: Raw -734721.063648 + Penalty 2965.022827 = -731756.040821
  nChanged 3
		SP:Iteration 32Q (60526.770000 sec): 3 clusters
  Score: Raw -734721.868323 + Penalty 2965.022827 = -731756.845496
  nChanged 2
		SP:Iteration 33Q (60526.910000 sec): 3 clusters
  Score: Raw -734722.084760 + Penalty 2965.022827 = -731757.061933
  nChanged 0
		SP:Iteration 34F (60527.040000 sec): 3 clusters
  Score: Raw -734722.084760 + Penalty 2965.022827 = -731757.061933
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 64 (1791 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (60527.120000 sec): 2 clusters
  Score: Raw -171937.994240 + Penalty 1217.211028 = -170720.783212
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (60527.150000 sec): 3 clusters
  Score: Raw -171176.618621 + Penalty 2434.422056 = -168742.196565
  nChanged 603
		SP:Iteration 1F (60527.190000 sec): 3 clusters
  Score: Raw -171569.278750 + Penalty 2434.422056 = -169134.856694
  nChanged 140
		SP:Iteration 2F (60527.220000 sec): 3 clusters
  Score: Raw -171673.655979 + Penalty 2434.422056 = -169239.233923
  nChanged 88
		SP:Iteration 3Q (60527.260000 sec): 3 clusters
  Score: Raw -171739.162835 + Penalty 2434.422056 = -169304.740779
  nChanged 56
		SP:Iteration 4Q (60527.300000 sec): 3 clusters
  Score: Raw -171781.668830 + Penalty 2434.422056 = -169347.246774
  nChanged 47
		SP:Iteration 5Q (60527.330000 sec): 3 clusters
  Score: Raw -171818.243913 + Penalty 2434.422056 = -169383.821858
  nChanged 40
		SP:Iteration 6Q (60527.370000 sec): 3 clusters
  Score: Raw -171847.097484 + Penalty 2434.422056 = -169412.675428
  nChanged 28
		SP:Iteration 7Q (60527.400000 sec): 3 clusters
  Score: Raw -171858.591253 + Penalty 2434.422056 = -169424.169197
  nChanged 15
		SP:Iteration 8Q (60527.440000 sec): 3 clusters
  Score: Raw -171867.446085 + Penalty 2434.422056 = -169433.024029
  nChanged 20
		SP:Iteration 9Q (60527.470000 sec): 3 clusters
  Score: Raw -171879.067402 + Penalty 2434.422056 = -169444.645346
  nChanged 12
		SP:Iteration 10Q (60527.510000 sec): 3 clusters
  Score: Raw -171884.540054 + Penalty 2434.422056 = -169450.117998
  nChanged 13
		SP:Iteration 11Q (60527.540000 sec): 3 clusters
  Score: Raw -171891.472362 + Penalty 2434.422056 = -169457.050306
  nChanged 9
		SP:Iteration 12Q (60527.580000 sec): 3 clusters
  Score: Raw -171895.535669 + Penalty 2434.422056 = -169461.113613
  nChanged 6
		SP:Iteration 13Q (60527.610000 sec): 3 clusters
  Score: Raw -171899.535655 + Penalty 2434.422056 = -169465.113599
  nChanged 2
		SP:Iteration 14Q (60527.650000 sec): 3 clusters
  Score: Raw -171900.540093 + Penalty 2434.422056 = -169466.118037
  nChanged 0
		SP:Iteration 15F (60527.680000 sec): 3 clusters
  Score: Raw -171900.540093 + Penalty 2434.422056 = -169466.118037
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 65 (17350 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (60527.880000 sec): 2 clusters
  Score: Raw -1404302.223167 + Penalty 1586.219015 = -1402716.004152
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (60528.150000 sec): 3 clusters
  Score: Raw -1394042.017761 + Penalty 3172.438030 = -1390869.579731
  nChanged 7828
		SP:Iteration 1F (60528.370000 sec): 3 clusters
  Score: Raw -1399756.123129 + Penalty 3172.438030 = -1396583.685099
  nChanged 1752
		SP:Iteration 2F (60528.660000 sec): 3 clusters
  Score: Raw -1401581.658625 + Penalty 3172.438030 = -1398409.220594
  nChanged 1672
		SP:Iteration 3F (60528.880000 sec): 3 clusters
  Score: Raw -1403369.675529 + Penalty 3172.438030 = -1400197.237499
  nChanged 1389
		SP:Iteration 4F (60529.170000 sec): 3 clusters
  Score: Raw -1404343.908686 + Penalty 3172.438030 = -1401171.470656
  nChanged 910
		SP:Iteration 5F (60529.400000 sec): 3 clusters
  Score: Raw -1404770.888040 + Penalty 3172.438030 = -1401598.450010
  nChanged 578
		SP:Iteration 6Q (60529.670000 sec): 3 clusters
  Score: Raw -1404999.082233 + Penalty 3172.438030 = -1401826.644203
  nChanged 445
		SP:Iteration 7Q (60529.910000 sec): 3 clusters
  Score: Raw -1405144.468797 + Penalty 3172.438030 = -1401972.030767
  nChanged 334
		SP:Iteration 8Q (60530.160000 sec): 3 clusters
  Score: Raw -1405248.428851 + Penalty 3172.438030 = -1402075.990820
  nChanged 267
		SP:Iteration 9Q (60530.390000 sec): 3 clusters
  Score: Raw -1405328.344605 + Penalty 3172.438030 = -1402155.906575
  nChanged 239
		SP:Iteration 10Q (60530.670000 sec): 3 clusters
  Score: Raw -1405397.194174 + Penalty 3172.438030 = -1402224.756144
  nChanged 218
		SP:Iteration 11Q (60530.910000 sec): 3 clusters
  Score: Raw -1405450.867832 + Penalty 3172.438030 = -1402278.429802
  nChanged 187
		SP:Iteration 12Q (60531.170000 sec): 3 clusters
  Score: Raw -1405497.577610 + Penalty 3172.438030 = -1402325.139580
  nChanged 165
		SP:Iteration 13Q (60531.390000 sec): 3 clusters
  Score: Raw -1405539.188428 + Penalty 3172.438030 = -1402366.750398
  nChanged 158
		SP:Iteration 14Q (60531.670000 sec): 3 clusters
  Score: Raw -1405578.221024 + Penalty 3172.438030 = -1402405.782993
  nChanged 157
		SP:Iteration 15Q (60531.900000 sec): 3 clusters
  Score: Raw -1405613.861420 + Penalty 3172.438030 = -1402441.423390
  nChanged 145
		SP:Iteration 16Q (60532.180000 sec): 3 clusters
  Score: Raw -1405645.311140 + Penalty 3172.438030 = -1402472.873109
  nChanged 125
		SP:Iteration 17Q (60532.400000 sec): 3 clusters
  Score: Raw -1405677.019976 + Penalty 3172.438030 = -1402504.581945
  nChanged 140
		SP:Iteration 18Q (60532.680000 sec): 3 clusters
  Score: Raw -1405719.645581 + Penalty 3172.438030 = -1402547.207551
  nChanged 157
		SP:Iteration 19Q (60532.900000 sec): 3 clusters
  Score: Raw -1405774.130160 + Penalty 3172.438030 = -1402601.692130
  nChanged 167
		SP:Iteration 20F (60533.190000 sec): 3 clusters
  Score: Raw -1405871.133190 + Penalty 3172.438030 = -1402698.695160
  nChanged 214
		SP:Iteration 21Q (60533.420000 sec): 3 clusters
  Score: Raw -1406040.084660 + Penalty 3172.438030 = -1402867.646629
  nChanged 235
		SP:Iteration 22Q (60533.680000 sec): 3 clusters
  Score: Raw -1406246.536979 + Penalty 3172.438030 = -1403074.098949
  nChanged 212
		SP:Iteration 23Q (60533.900000 sec): 3 clusters
  Score: Raw -1406390.251112 + Penalty 3172.438030 = -1403217.813082
  nChanged 183
		SP:Iteration 24Q (60534.180000 sec): 3 clusters
  Score: Raw -1406473.848236 + Penalty 3172.438030 = -1403301.410205
  nChanged 179
		SP:Iteration 25Q (60534.400000 sec): 3 clusters
  Score: Raw -1406533.574890 + Penalty 3172.438030 = -1403361.136860
  nChanged 156
		SP:Iteration 26Q (60534.670000 sec): 3 clusters
  Score: Raw -1406578.291798 + Penalty 3172.438030 = -1403405.853767
  nChanged 127
		SP:Iteration 27Q (60534.890000 sec): 3 clusters
  Score: Raw -1406601.594196 + Penalty 3172.438030 = -1403429.156166
  nChanged 93
		SP:Iteration 28Q (60535.130000 sec): 3 clusters
  Score: Raw -1406617.021039 + Penalty 3172.438030 = -1403444.583009
  nChanged 66
		SP:Iteration 29Q (60535.390000 sec): 3 clusters
  Score: Raw -1406626.744675 + Penalty 3172.438030 = -1403454.306645
  nChanged 59
		SP:Iteration 30Q (60535.620000 sec): 3 clusters
  Score: Raw -1406635.958259 + Penalty 3172.438030 = -1403463.520229
  nChanged 58
		SP:Iteration 31Q (60535.870000 sec): 3 clusters
  Score: Raw -1406643.743220 + Penalty 3172.438030 = -1403471.305190
  nChanged 49
		SP:Iteration 32Q (60536.090000 sec): 3 clusters
  Score: Raw -1406650.421612 + Penalty 3172.438030 = -1403477.983581
  nChanged 45
		SP:Iteration 33Q (60536.320000 sec): 3 clusters
  Score: Raw -1406656.196831 + Penalty 3172.438030 = -1403483.758801
  nChanged 44
		SP:Iteration 34Q (60536.570000 sec): 3 clusters
  Score: Raw -1406661.471824 + Penalty 3172.438030 = -1403489.033793
  nChanged 34
		SP:Iteration 35Q (60536.790000 sec): 3 clusters
  Score: Raw -1406665.544275 + Penalty 3172.438030 = -1403493.106245
  nChanged 31
		SP:Iteration 36Q (60537.070000 sec): 3 clusters
  Score: Raw -1406668.491425 + Penalty 3172.438030 = -1403496.053395
  nChanged 31
		SP:Iteration 37Q (60537.280000 sec): 3 clusters
  Score: Raw -1406671.797132 + Penalty 3172.438030 = -1403499.359102
  nChanged 35
		SP:Iteration 38Q (60537.560000 sec): 3 clusters
  Score: Raw -1406676.370168 + Penalty 3172.438030 = -1403503.932138
  nChanged 35
		SP:Iteration 39Q (60537.770000 sec): 3 clusters
  Score: Raw -1406681.688461 + Penalty 3172.438030 = -1403509.250431
  nChanged 48
		SP:Iteration 40F (60538.010000 sec): 3 clusters
  Score: Raw -1406688.396116 + Penalty 3172.438030 = -1403515.958086
  nChanged 53
		SP:Iteration 41Q (60538.260000 sec): 3 clusters
  Score: Raw -1406699.739264 + Penalty 3172.438030 = -1403527.301234
  nChanged 55
		SP:Iteration 42Q (60538.490000 sec): 3 clusters
  Score: Raw -1406709.887997 + Penalty 3172.438030 = -1403537.449967
  nChanged 62
		SP:Iteration 43Q (60538.750000 sec): 3 clusters
  Score: Raw -1406719.252702 + Penalty 3172.438030 = -1403546.814671
  nChanged 55
		SP:Iteration 44Q (60538.960000 sec): 3 clusters
  Score: Raw -1406729.557844 + Penalty 3172.438030 = -1403557.119814
  nChanged 61
		SP:Iteration 45Q (60539.190000 sec): 3 clusters
  Score: Raw -1406738.945986 + Penalty 3172.438030 = -1403566.507955
  nChanged 50
		SP:Iteration 46Q (60539.440000 sec): 3 clusters
  Score: Raw -1406747.507705 + Penalty 3172.438030 = -1403575.069675
  nChanged 59
		SP:Iteration 47Q (60539.670000 sec): 3 clusters
  Score: Raw -1406758.149929 + Penalty 3172.438030 = -1403585.711899
  nChanged 65
		SP:Iteration 48Q (60539.920000 sec): 3 clusters
  Score: Raw -1406771.923250 + Penalty 3172.438030 = -1403599.485220
  nChanged 74
		SP:Iteration 49Q (60540.140000 sec): 3 clusters
  Score: Raw -1406786.613990 + Penalty 3172.438030 = -1403614.175960
  nChanged 66
		SP:Iteration 50Q (60540.370000 sec): 3 clusters
  Score: Raw -1406800.433382 + Penalty 3172.438030 = -1403627.995352
  nChanged 76
		SP:Iteration 51Q (60540.620000 sec): 3 clusters
  Score: Raw -1406818.094752 + Penalty 3172.438030 = -1403645.656721
  nChanged 74
		SP:Iteration 52Q (60540.830000 sec): 3 clusters
  Score: Raw -1406830.868695 + Penalty 3172.438030 = -1403658.430664
  nChanged 63
		SP:Iteration 53Q (60541.060000 sec): 3 clusters
  Score: Raw -1406842.921831 + Penalty 3172.438030 = -1403670.483801
  nChanged 62
		SP:Iteration 54Q (60541.340000 sec): 3 clusters
  Score: Raw -1406856.188834 + Penalty 3172.438030 = -1403683.750804
  nChanged 68
		SP:Iteration 55Q (60541.550000 sec): 3 clusters
  Score: Raw -1406873.981981 + Penalty 3172.438030 = -1403701.543951
  nChanged 64
		SP:Iteration 56Q (60541.820000 sec): 3 clusters
  Score: Raw -1406890.143759 + Penalty 3172.438030 = -1403717.705729
  nChanged 81
		SP:Iteration 57Q (60542.040000 sec): 3 clusters
  Score: Raw -1406915.038146 + Penalty 3172.438030 = -1403742.600116
  nChanged 85
		SP:Iteration 58Q (60542.270000 sec): 3 clusters
  Score: Raw -1406942.255092 + Penalty 3172.438030 = -1403769.817061
  nChanged 76
		SP:Iteration 59Q (60542.520000 sec): 3 clusters
  Score: Raw -1406968.401969 + Penalty 3172.438030 = -1403795.963938
  nChanged 82
		SP:Iteration 60F (60542.740000 sec): 3 clusters
  Score: Raw -1406988.807901 + Penalty 3172.438030 = -1403816.369870
  nChanged 74
		SP:Iteration 61Q (60543.010000 sec): 3 clusters
  Score: Raw -1407005.866040 + Penalty 3172.438030 = -1403833.428010
  nChanged 68
		SP:Iteration 62Q (60543.230000 sec): 3 clusters
  Score: Raw -1407021.115558 + Penalty 3172.438030 = -1403848.677528
  nChanged 78
		SP:Iteration 63Q (60543.460000 sec): 3 clusters
  Score: Raw -1407037.960622 + Penalty 3172.438030 = -1403865.522592
  nChanged 64
		SP:Iteration 64Q (60543.710000 sec): 3 clusters
  Score: Raw -1407049.325652 + Penalty 3172.438030 = -1403876.887622
  nChanged 56
		SP:Iteration 65Q (60543.930000 sec): 3 clusters
  Score: Raw -1407059.368969 + Penalty 3172.438030 = -1403886.930939
  nChanged 43
		SP:Iteration 66Q (60544.190000 sec): 3 clusters
  Score: Raw -1407065.298274 + Penalty 3172.438030 = -1403892.860244
  nChanged 34
		SP:Iteration 67Q (60544.410000 sec): 3 clusters
  Score: Raw -1407070.896610 + Penalty 3172.438030 = -1403898.458580
  nChanged 27
		SP:Iteration 68Q (60544.630000 sec): 3 clusters
  Score: Raw -1407074.343312 + Penalty 3172.438030 = -1403901.905282
  nChanged 26
		SP:Iteration 69Q (60544.880000 sec): 3 clusters
  Score: Raw -1407078.054453 + Penalty 3172.438030 = -1403905.616423
  nChanged 26
		SP:Iteration 70Q (60545.100000 sec): 3 clusters
  Score: Raw -1407080.538827 + Penalty 3172.438030 = -1403908.100797
  nChanged 17
		SP:Iteration 71Q (60545.350000 sec): 3 clusters
  Score: Raw -1407081.947755 + Penalty 3172.438030 = -1403909.509725
  nChanged 12
		SP:Iteration 72Q (60545.590000 sec): 3 clusters
  Score: Raw -1407083.355140 + Penalty 3172.438030 = -1403910.917110
  nChanged 18
		SP:Iteration 73Q (60545.820000 sec): 3 clusters
  Score: Raw -1407085.216047 + Penalty 3172.438030 = -1403912.778017
  nChanged 12
		SP:Iteration 74Q (60546.070000 sec): 3 clusters
  Score: Raw -1407086.342372 + Penalty 3172.438030 = -1403913.904341
  nChanged 11
		SP:Iteration 75Q (60546.290000 sec): 3 clusters
  Score: Raw -1407087.484664 + Penalty 3172.438030 = -1403915.046634
  nChanged 13
		SP:Iteration 76Q (60546.550000 sec): 3 clusters
  Score: Raw -1407088.924768 + Penalty 3172.438030 = -1403916.486738
  nChanged 13
		SP:Iteration 77Q (60546.770000 sec): 3 clusters
  Score: Raw -1407090.288969 + Penalty 3172.438030 = -1403917.850939
  nChanged 5
		SP:Iteration 78Q (60546.990000 sec): 3 clusters
  Score: Raw -1407090.809209 + Penalty 3172.438030 = -1403918.371179
  nChanged 5
		SP:Iteration 79Q (60547.240000 sec): 3 clusters
  Score: Raw -1407091.194582 + Penalty 3172.438030 = -1403918.756552
  nChanged 6
		SP:Iteration 80F (60547.460000 sec): 3 clusters
  Score: Raw -1407091.741438 + Penalty 3172.438030 = -1403919.303408
  nChanged 7
		SP:Iteration 81Q (60547.690000 sec): 3 clusters
  Score: Raw -1407092.333599 + Penalty 3172.438030 = -1403919.895569
  nChanged 5
		SP:Iteration 82Q (60547.940000 sec): 3 clusters
  Score: Raw -1407092.699567 + Penalty 3172.438030 = -1403920.261537
  nChanged 3
		SP:Iteration 83Q (60548.150000 sec): 3 clusters
  Score: Raw -1407092.872119 + Penalty 3172.438030 = -1403920.434089
  nChanged 1
		SP:Iteration 84Q (60548.370000 sec): 3 clusters
  Score: Raw -1407092.957015 + Penalty 3172.438030 = -1403920.518985
  nChanged 1
		SP:Iteration 85Q (60548.620000 sec): 3 clusters
  Score: Raw -1407093.041797 + Penalty 3172.438030 = -1403920.603767
  nChanged 2
		SP:Iteration 86Q (60548.830000 sec): 3 clusters
  Score: Raw -1407093.153479 + Penalty 3172.438030 = -1403920.715448
  nChanged 0
		SP:Iteration 87F (60549.050000 sec): 3 clusters
  Score: Raw -1407093.153479 + Penalty 3172.438030 = -1403920.715448
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 92.
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 66 (1475 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (60549.110000 sec): 2 clusters
  Score: Raw -128824.666366 + Penalty 1185.667156 = -127638.999210
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (60549.150000 sec): 3 clusters
  Score: Raw -128270.478620 + Penalty 2371.334312 = -125899.144308
  nChanged 472
		SP:Iteration 1F (60549.180000 sec): 3 clusters
  Score: Raw -128623.473924 + Penalty 2371.334312 = -126252.139612
  nChanged 123
		SP:Iteration 2F (60549.220000 sec): 3 clusters
  Score: Raw -128794.700283 + Penalty 2371.334312 = -126423.365970
  nChanged 88
		SP:Iteration 3F (60549.260000 sec): 3 clusters
  Score: Raw -128980.168658 + Penalty 2371.334312 = -126608.834345
  nChanged 106
		SP:Iteration 4F (60549.290000 sec): 3 clusters
  Score: Raw -129115.425592 + Penalty 2371.334312 = -126744.091280
  nChanged 70
		SP:Iteration 5Q (60549.310000 sec): 3 clusters
  Score: Raw -129207.803173 + Penalty 2371.334312 = -126836.468861
  nChanged 54
		SP:Iteration 6Q (60549.340000 sec): 3 clusters
  Score: Raw -129275.133168 + Penalty 2371.334312 = -126903.798856
  nChanged 38
		SP:Iteration 7Q (60549.370000 sec): 3 clusters
  Score: Raw -129335.916235 + Penalty 2371.334312 = -126964.581923
  nChanged 39
		SP:Iteration 8Q (60549.400000 sec): 3 clusters
  Score: Raw -129399.127364 + Penalty 2371.334312 = -127027.793052
  nChanged 38
		SP:Iteration 9Q (60549.430000 sec): 3 clusters
  Score: Raw -129464.743602 + Penalty 2371.334312 = -127093.409289
  nChanged 30
		SP:Iteration 10Q (60549.450000 sec): 3 clusters
  Score: Raw -129524.342140 + Penalty 2371.334312 = -127153.007828
  nChanged 26
		SP:Iteration 11Q (60549.480000 sec): 3 clusters
  Score: Raw -129560.775034 + Penalty 2371.334312 = -127189.440722
  nChanged 26
		SP:Iteration 12Q (60549.510000 sec): 3 clusters
  Score: Raw -129592.280787 + Penalty 2371.334312 = -127220.946475
  nChanged 36
		SP:Iteration 13Q (60549.530000 sec): 3 clusters
  Score: Raw -129655.447320 + Penalty 2371.334312 = -127284.113008
  nChanged 45
		SP:Iteration 14Q (60549.560000 sec): 3 clusters
  Score: Raw -129734.816550 + Penalty 2371.334312 = -127363.482237
  nChanged 50
		SP:Iteration 15Q (60549.590000 sec): 3 clusters
  Score: Raw -129877.053293 + Penalty 2371.334312 = -127505.718981
  nChanged 66
		SP:Iteration 16Q (60549.620000 sec): 3 clusters
  Score: Raw -130206.550799 + Penalty 2371.334312 = -127835.216487
  nChanged 56
		SP:Iteration 17Q (60549.640000 sec): 3 clusters
  Score: Raw -130722.424513 + Penalty 2371.334312 = -128351.090200
  nChanged 32
		SP:Iteration 18Q (60549.670000 sec): 3 clusters
  Score: Raw -130902.855904 + Penalty 2371.334312 = -128531.521592
  nChanged 22
		SP:Iteration 19Q (60549.690000 sec): 3 clusters
  Score: Raw -131064.074593 + Penalty 2371.334312 = -128692.740281
  nChanged 15
		SP:Iteration 20F (60549.720000 sec): 3 clusters
  Score: Raw -131248.643561 + Penalty 2371.334312 = -128877.309249
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 93.
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 67 (5355 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (60549.810000 sec): 2 clusters
  Score: Raw -446860.346232 + Penalty 1395.190222 = -445465.156010
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (60549.920000 sec): 3 clusters
  Score: Raw -444038.766669 + Penalty 2790.380444 = -441248.386225
  nChanged 2231
		SP:Iteration 1F (60550.010000 sec): 3 clusters
  Score: Raw -445542.091489 + Penalty 2790.380444 = -442751.711045
  nChanged 479
		SP:Iteration 2F (60550.110000 sec): 3 clusters
  Score: Raw -445930.570140 + Penalty 2790.380444 = -443140.189696
  nChanged 382
		SP:Iteration 3F (60550.210000 sec): 3 clusters
  Score: Raw -446234.576050 + Penalty 2790.380444 = -443444.195605
  nChanged 325
		SP:Iteration 4F (60550.300000 sec): 3 clusters
  Score: Raw -446505.448352 + Penalty 2790.380444 = -443715.067908
  nChanged 294
		SP:Iteration 5F (60550.400000 sec): 3 clusters
  Score: Raw -446741.535173 + Penalty 2790.380444 = -443951.154729
  nChanged 241
		SP:Iteration 6Q (60550.490000 sec): 3 clusters
  Score: Raw -446905.598151 + Penalty 2790.380444 = -444115.217707
  nChanged 164
		SP:Iteration 7Q (60550.590000 sec): 3 clusters
  Score: Raw -447000.357381 + Penalty 2790.380444 = -444209.976936
  nChanged 122
		SP:Iteration 8Q (60550.690000 sec): 3 clusters
  Score: Raw -447073.826143 + Penalty 2790.380444 = -444283.445699
  nChanged 103
		SP:Iteration 9Q (60550.790000 sec): 3 clusters
  Score: Raw -447131.642628 + Penalty 2790.380444 = -444341.262184
  nChanged 110
		SP:Iteration 10Q (60550.880000 sec): 3 clusters
  Score: Raw -447195.934772 + Penalty 2790.380444 = -444405.554328
  nChanged 115
		SP:Iteration 11Q (60550.980000 sec): 3 clusters
  Score: Raw -447292.885468 + Penalty 2790.380444 = -444502.505024
  nChanged 108
		SP:Iteration 12Q (60551.070000 sec): 3 clusters
  Score: Raw -447420.860109 + Penalty 2790.380444 = -444630.479664
  nChanged 117
		SP:Iteration 13Q (60551.170000 sec): 3 clusters
  Score: Raw -447545.201803 + Penalty 2790.380444 = -444754.821359
  nChanged 91
		SP:Iteration 14Q (60551.260000 sec): 3 clusters
  Score: Raw -447639.072040 + Penalty 2790.380444 = -444848.691595
  nChanged 91
		SP:Iteration 15Q (60551.360000 sec): 3 clusters
  Score: Raw -447723.715421 + Penalty 2790.380444 = -444933.334976
  nChanged 80
		SP:Iteration 16Q (60551.450000 sec): 3 clusters
  Score: Raw -447788.352615 + Penalty 2790.380444 = -444997.972171
  nChanged 66
		SP:Iteration 17Q (60551.550000 sec): 3 clusters
  Score: Raw -447835.130307 + Penalty 2790.380444 = -445044.749863
  nChanged 61
		SP:Iteration 18Q (60551.640000 sec): 3 clusters
  Score: Raw -447870.685381 + Penalty 2790.380444 = -445080.304937
  nChanged 34
		SP:Iteration 19Q (60551.730000 sec): 3 clusters
  Score: Raw -447887.483700 + Penalty 2790.380444 = -445097.103256
  nChanged 36
		SP:Iteration 20F (60551.830000 sec): 3 clusters
  Score: Raw -447906.136039 + Penalty 2790.380444 = -445115.755595
  nChanged 39
		SP:Iteration 21Q (60551.920000 sec): 3 clusters
  Score: Raw -447924.455367 + Penalty 2790.380444 = -445134.074923
  nChanged 35
		SP:Iteration 22Q (60552.010000 sec): 3 clusters
  Score: Raw -447940.459208 + Penalty 2790.380444 = -445150.078764
  nChanged 22
		SP:Iteration 23Q (60552.110000 sec): 3 clusters
  Score: Raw -447947.644130 + Penalty 2790.380444 = -445157.263685
  nChanged 14
		SP:Iteration 24Q (60552.200000 sec): 3 clusters
  Score: Raw -447953.424404 + Penalty 2790.380444 = -445163.043959
  nChanged 14
		SP:Iteration 25Q (60552.290000 sec): 3 clusters
  Score: Raw -447958.348070 + Penalty 2790.380444 = -445167.967626
  nChanged 6
		SP:Iteration 26Q (60552.380000 sec): 3 clusters
  Score: Raw -447959.894703 + Penalty 2790.380444 = -445169.514258
  nChanged 7
		SP:Iteration 27Q (60552.470000 sec): 3 clusters
  Score: Raw -447961.711322 + Penalty 2790.380444 = -445171.330878
  nChanged 6
		SP:Iteration 28Q (60552.570000 sec): 3 clusters
  Score: Raw -447963.970914 + Penalty 2790.380444 = -445173.590470
  nChanged 9
		SP:Iteration 29Q (60552.660000 sec): 3 clusters
  Score: Raw -447966.536312 + Penalty 2790.380444 = -445176.155868
  nChanged 4
		SP:Iteration 30Q (60552.750000 sec): 3 clusters
  Score: Raw -447967.934839 + Penalty 2790.380444 = -445177.554395
  nChanged 1
		SP:Iteration 31Q (60552.850000 sec): 3 clusters
  Score: Raw -447968.049510 + Penalty 2790.380444 = -445177.669066
  nChanged 3
		SP:Iteration 32Q (60552.940000 sec): 3 clusters
  Score: Raw -447968.899504 + Penalty 2790.380444 = -445178.519059
  nChanged 3
		SP:Iteration 33Q (60553.040000 sec): 3 clusters
  Score: Raw -447969.711948 + Penalty 2790.380444 = -445179.331504
  nChanged 6
		SP:Iteration 34Q (60553.130000 sec): 3 clusters
  Score: Raw -447971.122314 + Penalty 2790.380444 = -445180.741870
  nChanged 4
		SP:Iteration 35Q (60553.220000 sec): 3 clusters
  Score: Raw -447971.947623 + Penalty 2790.380444 = -445181.567179
  nChanged 2
		SP:Iteration 36Q (60553.310000 sec): 3 clusters
  Score: Raw -447972.418368 + Penalty 2790.380444 = -445182.037923
  nChanged 2
		SP:Iteration 37Q (60553.400000 sec): 3 clusters
  Score: Raw -447973.047067 + Penalty 2790.380444 = -445182.666623
  nChanged 1
		SP:Iteration 38Q (60553.500000 sec): 3 clusters
  Score: Raw -447973.176537 + Penalty 2790.380444 = -445182.796092
  nChanged 1
		SP:Iteration 39Q (60553.590000 sec): 3 clusters
  Score: Raw -447973.798162 + Penalty 2790.380444 = -445183.417717
  nChanged 1
		SP:Iteration 40F (60553.680000 sec): 3 clusters
  Score: Raw -447974.272680 + Penalty 2790.380444 = -445183.892236
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 68 (5332 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (60553.760000 sec): 2 clusters
  Score: Raw -444388.262603 + Penalty 1394.490773 = -442993.771830
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (60553.880000 sec): 3 clusters
  Score: Raw -441632.705906 + Penalty 2788.981546 = -438843.724360
  nChanged 2173
		SP:Iteration 1F (60553.970000 sec): 3 clusters
  Score: Raw -442941.479859 + Penalty 2788.981546 = -440152.498312
  nChanged 482
		SP:Iteration 2F (60554.070000 sec): 3 clusters
  Score: Raw -443334.043322 + Penalty 2788.981546 = -440545.061776
  nChanged 408
		SP:Iteration 3F (60554.160000 sec): 3 clusters
  Score: Raw -443698.336948 + Penalty 2788.981546 = -440909.355402
  nChanged 371
		SP:Iteration 4F (60554.260000 sec): 3 clusters
  Score: Raw -444021.593193 + Penalty 2788.981546 = -441232.611647
  nChanged 297
		SP:Iteration 5F (60554.360000 sec): 3 clusters
  Score: Raw -444270.711135 + Penalty 2788.981546 = -441481.729588
  nChanged 242
		SP:Iteration 6Q (60554.460000 sec): 3 clusters
  Score: Raw -444445.770764 + Penalty 2788.981546 = -441656.789217
  nChanged 185
		SP:Iteration 7Q (60554.550000 sec): 3 clusters
  Score: Raw -444587.401956 + Penalty 2788.981546 = -441798.420410
  nChanged 169
		SP:Iteration 8Q (60554.650000 sec): 3 clusters
  Score: Raw -444708.132162 + Penalty 2788.981546 = -441919.150615
  nChanged 133
		SP:Iteration 9Q (60554.750000 sec): 3 clusters
  Score: Raw -444799.769905 + Penalty 2788.981546 = -442010.788359
  nChanged 108
		SP:Iteration 10Q (60554.850000 sec): 3 clusters
  Score: Raw -444867.940765 + Penalty 2788.981546 = -442078.959219
  nChanged 89
		SP:Iteration 11Q (60554.940000 sec): 3 clusters
  Score: Raw -444916.999710 + Penalty 2788.981546 = -442128.018164
  nChanged 70
		SP:Iteration 12Q (60555.040000 sec): 3 clusters
  Score: Raw -444945.541343 + Penalty 2788.981546 = -442156.559797
  nChanged 47
		SP:Iteration 13Q (60555.140000 sec): 3 clusters
  Score: Raw -444965.263362 + Penalty 2788.981546 = -442176.281816
  nChanged 43
		SP:Iteration 14Q (60555.240000 sec): 3 clusters
  Score: Raw -444983.904304 + Penalty 2788.981546 = -442194.922758
  nChanged 35
		SP:Iteration 15Q (60555.330000 sec): 3 clusters
  Score: Raw -444996.493058 + Penalty 2788.981546 = -442207.511511
  nChanged 35
		SP:Iteration 16Q (60555.430000 sec): 3 clusters
  Score: Raw -445010.249016 + Penalty 2788.981546 = -442221.267470
  nChanged 31
		SP:Iteration 17Q (60555.530000 sec): 3 clusters
  Score: Raw -445020.013802 + Penalty 2788.981546 = -442231.032256
  nChanged 27
		SP:Iteration 18Q (60555.620000 sec): 3 clusters
  Score: Raw -445028.029628 + Penalty 2788.981546 = -442239.048082
  nChanged 19
		SP:Iteration 19Q (60555.720000 sec): 3 clusters
  Score: Raw -445033.809572 + Penalty 2788.981546 = -442244.828026
  nChanged 26
		SP:Iteration 20F (60555.810000 sec): 3 clusters
  Score: Raw -445043.509106 + Penalty 2788.981546 = -442254.527560
  nChanged 25
		SP:Iteration 21Q (60555.910000 sec): 3 clusters
  Score: Raw -445051.010071 + Penalty 2788.981546 = -442262.028525
  nChanged 21
		SP:Iteration 22Q (60556.010000 sec): 3 clusters
  Score: Raw -445055.965631 + Penalty 2788.981546 = -442266.984085
  nChanged 14
		SP:Iteration 23Q (60556.110000 sec): 3 clusters
  Score: Raw -445060.301800 + Penalty 2788.981546 = -442271.320253
  nChanged 11
		SP:Iteration 24Q (60556.200000 sec): 3 clusters
  Score: Raw -445063.029235 + Penalty 2788.981546 = -442274.047689
  nChanged 8
		SP:Iteration 25Q (60556.300000 sec): 3 clusters
  Score: Raw -445064.776172 + Penalty 2788.981546 = -442275.794625
  nChanged 6
		SP:Iteration 26Q (60556.390000 sec): 3 clusters
  Score: Raw -445066.336298 + Penalty 2788.981546 = -442277.354752
  nChanged 8
		SP:Iteration 27Q (60556.490000 sec): 3 clusters
  Score: Raw -445068.121150 + Penalty 2788.981546 = -442279.139603
  nChanged 5
		SP:Iteration 28Q (60556.590000 sec): 3 clusters
  Score: Raw -445069.317862 + Penalty 2788.981546 = -442280.336316
  nChanged 3
		SP:Iteration 29Q (60556.680000 sec): 3 clusters
  Score: Raw -445070.272423 + Penalty 2788.981546 = -442281.290876
  nChanged 6
		SP:Iteration 30Q (60556.780000 sec): 3 clusters
  Score: Raw -445072.117079 + Penalty 2788.981546 = -442283.135532
  nChanged 5
		SP:Iteration 31Q (60556.870000 sec): 3 clusters
  Score: Raw -445073.617211 + Penalty 2788.981546 = -442284.635665
  nChanged 3
		SP:Iteration 32Q (60556.970000 sec): 3 clusters
  Score: Raw -445074.066159 + Penalty 2788.981546 = -442285.084612
  nChanged 3
		SP:Iteration 33Q (60557.060000 sec): 3 clusters
  Score: Raw -445075.003457 + Penalty 2788.981546 = -442286.021910
  nChanged 4
		SP:Iteration 34Q (60557.160000 sec): 3 clusters
  Score: Raw -445076.107417 + Penalty 2788.981546 = -442287.125870
  nChanged 6
		SP:Iteration 35Q (60557.250000 sec): 3 clusters
  Score: Raw -445077.098147 + Penalty 2788.981546 = -442288.116601
  nChanged 7
		SP:Iteration 36Q (60557.350000 sec): 3 clusters
  Score: Raw -445078.947500 + Penalty 2788.981546 = -442289.965953
  nChanged 6
		SP:Iteration 37Q (60557.450000 sec): 3 clusters
  Score: Raw -445081.119430 + Penalty 2788.981546 = -442292.137884
  nChanged 8
		SP:Iteration 38Q (60557.540000 sec): 3 clusters
  Score: Raw -445083.201341 + Penalty 2788.981546 = -442294.219795
  nChanged 5
		SP:Iteration 39Q (60557.640000 sec): 3 clusters
  Score: Raw -445084.457727 + Penalty 2788.981546 = -442295.476181
  nChanged 5
		SP:Iteration 40F (60557.730000 sec): 3 clusters
  Score: Raw -445085.748435 + Penalty 2788.981546 = -442296.766888
  nChanged 2
		SP:Iteration 41Q (60557.830000 sec): 3 clusters
  Score: Raw -445086.076368 + Penalty 2788.981546 = -442297.094822
  nChanged 1
		SP:Iteration 42Q (60557.930000 sec): 3 clusters
  Score: Raw -445086.174302 + Penalty 2788.981546 = -442297.192755
  nChanged 1
		SP:Iteration 43Q (60558.020000 sec): 3 clusters
  Score: Raw -445086.308975 + Penalty 2788.981546 = -442297.327429
  nChanged 1
		SP:Iteration 44Q (60558.120000 sec): 3 clusters
  Score: Raw -445086.517334 + Penalty 2788.981546 = -442297.535788
  nChanged 0
		SP:Iteration 45F (60558.210000 sec): 3 clusters
  Score: Raw -445086.517334 + Penalty 2788.981546 = -442297.535788
  nChanged 0
Iteration 99Q (60782.660000 sec): 94 clusters
  Score: Raw -66932782.255741 + Penalty 205222.674710 = -66727559.581031
  nChanged 11762
Iteration 100F (61054.190000 sec): 94 clusters
  Score: Raw -66941399.857580 + Penalty 205222.674710 = -66736177.182870
  nChanged 9337
Iteration 101Q (61283.520000 sec): 94 clusters
  Score: Raw -66945697.843835 + Penalty 205222.674710 = -66740475.169124
  nChanged 5299
Iteration 102Q (61514.260000 sec): 94 clusters
  Score: Raw -66947947.427605 + Penalty 205222.674710 = -66742724.752894
  nChanged 3815
Iteration 103Q (61743.710000 sec): 94 clusters
  Score: Raw -66949219.298539 + Penalty 205222.674710 = -66743996.623828
  nChanged 2879
Iteration 104Q (61974.930000 sec): 94 clusters
  Score: Raw -66949961.805693 + Penalty 205222.674710 = -66744739.130983
  nChanged 2257
Iteration 105Q (62204.120000 sec): 94 clusters
  Score: Raw -66950511.531269 + Penalty 205222.674710 = -66745288.856559
  nChanged 1877
Iteration 106Q (62434.960000 sec): 94 clusters
  Score: Raw -66950994.613100 + Penalty 205222.674710 = -66745771.938390
  nChanged 1694
Iteration 107Q (62664.240000 sec): 94 clusters
  Score: Raw -66951413.126319 + Penalty 205222.674710 = -66746190.451608
  nChanged 1450
Iteration 108Q (62894.680000 sec): 94 clusters
  Score: Raw -66951762.280233 + Penalty 205222.674710 = -66746539.605523
  nChanged 1276
Iteration 109Q (63124.790000 sec): 94 clusters
  Score: Raw -66952049.958192 + Penalty 205222.674710 = -66746827.283482
  nChanged 1154
Iteration 110Q (63355.510000 sec): 94 clusters
  Score: Raw -66952339.525242 + Penalty 205222.674710 = -66747116.850531
  nChanged 1139
Iteration 111Q (63585.600000 sec): 94 clusters
  Score: Raw -66952628.616625 + Penalty 205222.674710 = -66747405.941915
  nChanged 979
Iteration 112Q (63816.380000 sec): 94 clusters
  Score: Raw -66952856.081299 + Penalty 205222.674710 = -66747633.406588
  nChanged 870
Iteration 113Q (64046.470000 sec): 94 clusters
  Score: Raw -66953039.320757 + Penalty 205222.674710 = -66747816.646047
  nChanged 788
Iteration 114Q (64277.250000 sec): 94 clusters
  Score: Raw -66953181.486887 + Penalty 205222.674710 = -66747958.812177
  nChanged 721
Iteration 115Q (64506.790000 sec): 94 clusters
  Score: Raw -66953300.210509 + Penalty 205222.674710 = -66748077.535799
  nChanged 702
Iteration 116Q (64738.170000 sec): 94 clusters
  Score: Raw -66953414.523272 + Penalty 205222.674710 = -66748191.848561
  nChanged 632
Iteration 117Q (64967.650000 sec): 94 clusters
  Score: Raw -66953519.828216 + Penalty 205222.674710 = -66748297.153506
  nChanged 610
Iteration 118Q (65198.460000 sec): 94 clusters
  Score: Raw -66953622.297635 + Penalty 205222.674710 = -66748399.622924
  nChanged 547
Iteration 119Q (65428.210000 sec): 94 clusters
  Score: Raw -66953713.439058 + Penalty 205222.674710 = -66748490.764348
  nChanged 537
Iteration 120F (65699.620000 sec): 94 clusters
  Score: Raw -66953822.276819 + Penalty 205222.674710 = -66748599.602108
  nChanged 545
Iteration 121Q (65929.550000 sec): 94 clusters
  Score: Raw -66953917.730732 + Penalty 205222.674710 = -66748695.056022
  nChanged 560
Iteration 122Q (66160.840000 sec): 94 clusters
  Score: Raw -66954012.520092 + Penalty 205222.674710 = -66748789.845381
  nChanged 536
Iteration 123Q (66390.560000 sec): 94 clusters
  Score: Raw -66954102.849819 + Penalty 205222.674710 = -66748880.175109
  nChanged 502
Iteration 124Q (66621.720000 sec): 94 clusters
  Score: Raw -66954190.895663 + Penalty 205222.674710 = -66748968.220952
  nChanged 526
Iteration 125Q (66850.780000 sec): 94 clusters
  Score: Raw -66954288.996663 + Penalty 205222.674710 = -66749066.321952
  nChanged 487
Iteration 126Q (67082.200000 sec): 94 clusters
  Score: Raw -66954388.601855 + Penalty 205222.674710 = -66749165.927145
  nChanged 508
Iteration 127Q (67311.840000 sec): 94 clusters
  Score: Raw -66954495.638290 + Penalty 205222.674710 = -66749272.963579
  nChanged 471
Iteration 128Q (67543.110000 sec): 94 clusters
  Score: Raw -66954597.463597 + Penalty 205222.674710 = -66749374.788887
  nChanged 473
Iteration 129Q (67773.310000 sec): 94 clusters
  Score: Raw -66954705.674806 + Penalty 205222.674710 = -66749483.000096
  nChanged 452
Iteration 130Q (68004.600000 sec): 94 clusters
  Score: Raw -66954796.252865 + Penalty 205222.674710 = -66749573.578154
  nChanged 444
Iteration 131Q (68234.660000 sec): 94 clusters
  Score: Raw -66954874.643938 + Penalty 205222.674710 = -66749651.969228
  nChanged 398
Iteration 132Q (68465.990000 sec): 94 clusters
  Score: Raw -66954938.579219 + Penalty 205222.674710 = -66749715.904509
  nChanged 392
Iteration 133Q (68695.680000 sec): 94 clusters
  Score: Raw -66955003.215443 + Penalty 205222.674710 = -66749780.540732
  nChanged 402
Iteration 134Q (68926.480000 sec): 94 clusters
  Score: Raw -66955074.759139 + Penalty 205222.674710 = -66749852.084429
  nChanged 415
Iteration 135Q (69156.330000 sec): 94 clusters
  Score: Raw -66955142.953403 + Penalty 205222.674710 = -66749920.278692
  nChanged 424
Iteration 136Q (69386.510000 sec): 94 clusters
  Score: Raw -66955203.024000 + Penalty 205222.674710 = -66749980.349289
  nChanged 418
Iteration 137Q (69616.630000 sec): 94 clusters
  Score: Raw -66955264.698227 + Penalty 205222.674710 = -66750042.023517
  nChanged 427
Iteration 138Q (69848.000000 sec): 94 clusters
  Score: Raw -66955330.802062 + Penalty 205222.674710 = -66750108.127351
  nChanged 427
Writing temp clu file 
Because OldScore, -66750042.023517, is greater than current (better) Score,-66750108.127351 
 Compute initial score before splitting:   Score: Raw -66955330.802062 + Penalty 205222.674710 = -66750108.127351
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 1 (2249 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (69848.150000 sec): 2 clusters
  Score: Raw -184652.194933 + Penalty 1254.214155 = -183397.980778
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (69848.210000 sec): 3 clusters
  Score: Raw -183670.546535 + Penalty 2508.428309 = -181162.118225
  nChanged 809
		SP:Iteration 1F (69848.250000 sec): 3 clusters
  Score: Raw -184199.697566 + Penalty 2508.428309 = -181691.269257
  nChanged 208
		SP:Iteration 2F (69848.290000 sec): 3 clusters
  Score: Raw -184353.374523 + Penalty 2508.428309 = -181844.946214
  nChanged 124
		SP:Iteration 3F (69848.330000 sec): 3 clusters
  Score: Raw -184439.902650 + Penalty 2508.428309 = -181931.474341
  nChanged 81
		SP:Iteration 4Q (69848.370000 sec): 3 clusters
  Score: Raw -184510.603257 + Penalty 2508.428309 = -182002.174947
  nChanged 81
		SP:Iteration 5Q (69848.420000 sec): 3 clusters
  Score: Raw -184565.414080 + Penalty 2508.428309 = -182056.985771
  nChanged 60
		SP:Iteration 6Q (69848.460000 sec): 3 clusters
  Score: Raw -184602.441469 + Penalty 2508.428309 = -182094.013159
  nChanged 36
		SP:Iteration 7Q (69848.510000 sec): 3 clusters
  Score: Raw -184624.189587 + Penalty 2508.428309 = -182115.761278
  nChanged 33
		SP:Iteration 8Q (69848.550000 sec): 3 clusters
  Score: Raw -184646.349590 + Penalty 2508.428309 = -182137.921281
  nChanged 34
		SP:Iteration 9Q (69848.590000 sec): 3 clusters
  Score: Raw -184668.598331 + Penalty 2508.428309 = -182160.170022
  nChanged 28
		SP:Iteration 10Q (69848.640000 sec): 3 clusters
  Score: Raw -184686.934067 + Penalty 2508.428309 = -182178.505758
  nChanged 29
		SP:Iteration 11Q (69848.680000 sec): 3 clusters
  Score: Raw -184705.942916 + Penalty 2508.428309 = -182197.514606
  nChanged 28
		SP:Iteration 12Q (69848.720000 sec): 3 clusters
  Score: Raw -184723.603536 + Penalty 2508.428309 = -182215.175227
  nChanged 28
		SP:Iteration 13Q (69848.770000 sec): 3 clusters
  Score: Raw -184739.946568 + Penalty 2508.428309 = -182231.518258
  nChanged 24
		SP:Iteration 14Q (69848.810000 sec): 3 clusters
  Score: Raw -184753.194773 + Penalty 2508.428309 = -182244.766464
  nChanged 19
		SP:Iteration 15Q (69848.850000 sec): 3 clusters
  Score: Raw -184766.952008 + Penalty 2508.428309 = -182258.523698
  nChanged 28
		SP:Iteration 16Q (69848.900000 sec): 3 clusters
  Score: Raw -184779.761536 + Penalty 2508.428309 = -182271.333227
  nChanged 28
		SP:Iteration 17Q (69848.940000 sec): 3 clusters
  Score: Raw -184799.187129 + Penalty 2508.428309 = -182290.758820
  nChanged 28
		SP:Iteration 18Q (69848.990000 sec): 3 clusters
  Score: Raw -184814.433094 + Penalty 2508.428309 = -182306.004785
  nChanged 33
		SP:Iteration 19Q (69849.030000 sec): 3 clusters
  Score: Raw -184834.871597 + Penalty 2508.428309 = -182326.443287
  nChanged 38
		SP:Iteration 20F (69849.070000 sec): 3 clusters
  Score: Raw -184859.288210 + Penalty 2508.428309 = -182350.859901
  nChanged 33
		SP:Iteration 21Q (69849.110000 sec): 3 clusters
  Score: Raw -184879.584414 + Penalty 2508.428309 = -182371.156104
  nChanged 20
		SP:Iteration 22Q (69849.160000 sec): 3 clusters
  Score: Raw -184889.014380 + Penalty 2508.428309 = -182380.586070
  nChanged 17
		SP:Iteration 23Q (69849.200000 sec): 3 clusters
  Score: Raw -184897.795619 + Penalty 2508.428309 = -182389.367310
  nChanged 15
		SP:Iteration 24Q (69849.240000 sec): 3 clusters
  Score: Raw -184905.345999 + Penalty 2508.428309 = -182396.917690
  nChanged 7
		SP:Iteration 25Q (69849.290000 sec): 3 clusters
  Score: Raw -184907.774387 + Penalty 2508.428309 = -182399.346077
  nChanged 9
		SP:Iteration 26Q (69849.330000 sec): 3 clusters
  Score: Raw -184911.113608 + Penalty 2508.428309 = -182402.685299
  nChanged 9
		SP:Iteration 27Q (69849.370000 sec): 3 clusters
  Score: Raw -184917.342753 + Penalty 2508.428309 = -182408.914443
  nChanged 6
		SP:Iteration 28Q (69849.410000 sec): 3 clusters
  Score: Raw -184919.917275 + Penalty 2508.428309 = -182411.488966
  nChanged 8
		SP:Iteration 29Q (69849.460000 sec): 3 clusters
  Score: Raw -184923.100324 + Penalty 2508.428309 = -182414.672015
  nChanged 9
		SP:Iteration 30Q (69849.500000 sec): 3 clusters
  Score: Raw -184927.453931 + Penalty 2508.428309 = -182419.025622
  nChanged 10
		SP:Iteration 31Q (69849.550000 sec): 3 clusters
  Score: Raw -184931.534296 + Penalty 2508.428309 = -182423.105987
  nChanged 13
		SP:Iteration 32Q (69849.590000 sec): 3 clusters
  Score: Raw -184940.480838 + Penalty 2508.428309 = -182432.052528
  nChanged 14
		SP:Iteration 33Q (69849.630000 sec): 3 clusters
  Score: Raw -184949.467959 + Penalty 2508.428309 = -182441.039650
  nChanged 18
		SP:Iteration 34Q (69849.670000 sec): 3 clusters
  Score: Raw -184962.604656 + Penalty 2508.428309 = -182454.176346
  nChanged 15
		SP:Iteration 35Q (69849.710000 sec): 3 clusters
  Score: Raw -184969.468943 + Penalty 2508.428309 = -182461.040634
  nChanged 9
		SP:Iteration 36Q (69849.760000 sec): 3 clusters
  Score: Raw -184973.010801 + Penalty 2508.428309 = -182464.582492
  nChanged 4
		SP:Iteration 37Q (69849.800000 sec): 3 clusters
  Score: Raw -184975.505626 + Penalty 2508.428309 = -182467.077317
  nChanged 6
		SP:Iteration 38Q (69849.840000 sec): 3 clusters
  Score: Raw -184978.525499 + Penalty 2508.428309 = -182470.097190
  nChanged 9
		SP:Iteration 39Q (69849.890000 sec): 3 clusters
  Score: Raw -184982.062331 + Penalty 2508.428309 = -182473.634021
  nChanged 8
		SP:Iteration 40F (69849.930000 sec): 3 clusters
  Score: Raw -184985.330146 + Penalty 2508.428309 = -182476.901837
  nChanged 8
		SP:Iteration 41Q (69849.970000 sec): 3 clusters
  Score: Raw -184990.316534 + Penalty 2508.428309 = -182481.888225
  nChanged 13
		SP:Iteration 42Q (69850.010000 sec): 3 clusters
  Score: Raw -184999.682880 + Penalty 2508.428309 = -182491.254570
  nChanged 16
		SP:Iteration 43Q (69850.050000 sec): 3 clusters
  Score: Raw -185011.429179 + Penalty 2508.428309 = -182503.000869
  nChanged 17
		SP:Iteration 44Q (69850.100000 sec): 3 clusters
  Score: Raw -185019.198072 + Penalty 2508.428309 = -182510.769762
  nChanged 17
		SP:Iteration 45Q (69850.140000 sec): 3 clusters
  Score: Raw -185028.438699 + Penalty 2508.428309 = -182520.010389
  nChanged 15
		SP:Iteration 46Q (69850.180000 sec): 3 clusters
  Score: Raw -185039.542065 + Penalty 2508.428309 = -182531.113755
  nChanged 16
		SP:Iteration 47Q (69850.230000 sec): 3 clusters
  Score: Raw -185051.121687 + Penalty 2508.428309 = -182542.693377
  nChanged 17
		SP:Iteration 48Q (69850.270000 sec): 3 clusters
  Score: Raw -185065.222034 + Penalty 2508.428309 = -182556.793724
  nChanged 14
		SP:Iteration 49Q (69850.310000 sec): 3 clusters
  Score: Raw -185073.394185 + Penalty 2508.428309 = -182564.965875
  nChanged 9
		SP:Iteration 50Q (69850.350000 sec): 3 clusters
  Score: Raw -185079.586305 + Penalty 2508.428309 = -182571.157996
  nChanged 8
		SP:Iteration 51Q (69850.390000 sec): 3 clusters
  Score: Raw -185082.882392 + Penalty 2508.428309 = -182574.454083
  nChanged 8
		SP:Iteration 52Q (69850.440000 sec): 3 clusters
  Score: Raw -185088.037822 + Penalty 2508.428309 = -182579.609512
  nChanged 8
		SP:Iteration 53Q (69850.480000 sec): 3 clusters
  Score: Raw -185094.715652 + Penalty 2508.428309 = -182586.287342
  nChanged 7
		SP:Iteration 54Q (69850.520000 sec): 3 clusters
  Score: Raw -185101.637626 + Penalty 2508.428309 = -182593.209317
  nChanged 6
		SP:Iteration 55Q (69850.560000 sec): 3 clusters
  Score: Raw -185108.937685 + Penalty 2508.428309 = -182600.509376
  nChanged 10
		SP:Iteration 56Q (69850.610000 sec): 3 clusters
  Score: Raw -185116.169962 + Penalty 2508.428309 = -182607.741653
  nChanged 7
		SP:Iteration 57Q (69850.650000 sec): 3 clusters
  Score: Raw -185120.983815 + Penalty 2508.428309 = -182612.555506
  nChanged 9
		SP:Iteration 58Q (69850.690000 sec): 3 clusters
  Score: Raw -185125.200515 + Penalty 2508.428309 = -182616.772206
  nChanged 1
		SP:Iteration 59Q (69850.730000 sec): 3 clusters
  Score: Raw -185125.652192 + Penalty 2508.428309 = -182617.223882
  nChanged 0
		SP:Iteration 60F (69850.770000 sec): 3 clusters
  Score: Raw -185125.652192 + Penalty 2508.428309 = -182617.223882
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 2 (133154 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (69851.570000 sec): 2 clusters
  Score: Raw -11910227.762770 + Penalty 1917.380015 = -11908310.382754
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (69852.740000 sec): 3 clusters
  Score: Raw -11822866.457114 + Penalty 3834.760030 = -11819031.697083
  nChanged 64205
		SP:Iteration 1F (69853.910000 sec): 3 clusters
  Score: Raw -11862161.997167 + Penalty 3834.760030 = -11858327.237136
  nChanged 8086
		SP:Iteration 2F (69855.130000 sec): 3 clusters
  Score: Raw -11867259.101967 + Penalty 3834.760030 = -11863424.341936
  nChanged 11181
		SP:Iteration 3F (69856.290000 sec): 3 clusters
  Score: Raw -11876438.084241 + Penalty 3834.760030 = -11872603.324210
  nChanged 12503
		SP:Iteration 4F (69857.520000 sec): 3 clusters
  Score: Raw -11887016.592186 + Penalty 3834.760030 = -11883181.832156
  nChanged 10789
		SP:Iteration 5F (69858.710000 sec): 3 clusters
  Score: Raw -11894651.282066 + Penalty 3834.760030 = -11890816.522035
  nChanged 7341
		SP:Iteration 6F (69859.870000 sec): 3 clusters
  Score: Raw -11899028.714659 + Penalty 3834.760030 = -11895193.954629
  nChanged 5046
		SP:Iteration 7Q (69861.110000 sec): 3 clusters
  Score: Raw -11902248.240349 + Penalty 3834.760030 = -11898413.480318
  nChanged 3982
		SP:Iteration 8Q (69862.370000 sec): 3 clusters
  Score: Raw -11905475.464507 + Penalty 3834.760030 = -11901640.704476
  nChanged 3826
		SP:Iteration 9Q (69863.640000 sec): 3 clusters
  Score: Raw -11908980.426282 + Penalty 3834.760030 = -11905145.666252
  nChanged 3346
		SP:Iteration 10Q (69864.830000 sec): 3 clusters
  Score: Raw -11912046.110020 + Penalty 3834.760030 = -11908211.349989
  nChanged 2474
		SP:Iteration 11Q (69865.980000 sec): 3 clusters
  Score: Raw -11914163.985837 + Penalty 3834.760030 = -11910329.225807
  nChanged 1702
		SP:Iteration 12Q (69867.100000 sec): 3 clusters
  Score: Raw -11915336.082590 + Penalty 3834.760030 = -11911501.322559
  nChanged 1209
		SP:Iteration 13Q (69868.230000 sec): 3 clusters
  Score: Raw -11915850.203255 + Penalty 3834.760030 = -11912015.443224
  nChanged 862
		SP:Iteration 14Q (69869.370000 sec): 3 clusters
  Score: Raw -11916098.062354 + Penalty 3834.760030 = -11912263.302324
  nChanged 662
		SP:Iteration 15Q (69870.470000 sec): 3 clusters
  Score: Raw -11916245.226887 + Penalty 3834.760030 = -11912410.466856
  nChanged 516
		SP:Iteration 16Q (69871.580000 sec): 3 clusters
  Score: Raw -11916332.378982 + Penalty 3834.760030 = -11912497.618952
  nChanged 394
		SP:Iteration 17Q (69872.670000 sec): 3 clusters
  Score: Raw -11916381.429637 + Penalty 3834.760030 = -11912546.669606
  nChanged 300
		SP:Iteration 18Q (69873.780000 sec): 3 clusters
  Score: Raw -11916409.959120 + Penalty 3834.760030 = -11912575.199089
  nChanged 247
		SP:Iteration 19Q (69874.920000 sec): 3 clusters
  Score: Raw -11916430.841760 + Penalty 3834.760030 = -11912596.081730
  nChanged 227
		SP:Iteration 20F (69876.080000 sec): 3 clusters
  Score: Raw -11916448.298411 + Penalty 3834.760030 = -11912613.538380
  nChanged 177
		SP:Iteration 21Q (69877.170000 sec): 3 clusters
  Score: Raw -11916459.171044 + Penalty 3834.760030 = -11912624.411013
  nChanged 138
		SP:Iteration 22Q (69878.300000 sec): 3 clusters
  Score: Raw -11916466.237516 + Penalty 3834.760030 = -11912631.477486
  nChanged 105
		SP:Iteration 23Q (69879.390000 sec): 3 clusters
  Score: Raw -11916470.958411 + Penalty 3834.760030 = -11912636.198380
  nChanged 93
		SP:Iteration 24Q (69880.490000 sec): 3 clusters
  Score: Raw -11916474.508074 + Penalty 3834.760030 = -11912639.748043
  nChanged 76
		SP:Iteration 25Q (69881.580000 sec): 3 clusters
  Score: Raw -11916477.262728 + Penalty 3834.760030 = -11912642.502698
  nChanged 63
		SP:Iteration 26Q (69882.690000 sec): 3 clusters
  Score: Raw -11916479.176984 + Penalty 3834.760030 = -11912644.416954
  nChanged 51
		SP:Iteration 27Q (69883.770000 sec): 3 clusters
  Score: Raw -11916480.815894 + Penalty 3834.760030 = -11912646.055864
  nChanged 46
		SP:Iteration 28Q (69884.870000 sec): 3 clusters
  Score: Raw -11916481.901287 + Penalty 3834.760030 = -11912647.141256
  nChanged 36
		SP:Iteration 29Q (69885.970000 sec): 3 clusters
  Score: Raw -11916482.627036 + Penalty 3834.760030 = -11912647.867005
  nChanged 29
		SP:Iteration 30Q (69887.080000 sec): 3 clusters
  Score: Raw -11916483.263530 + Penalty 3834.760030 = -11912648.503499
  nChanged 23
		SP:Iteration 31Q (69888.200000 sec): 3 clusters
  Score: Raw -11916483.720239 + Penalty 3834.760030 = -11912648.960209
  nChanged 21
		SP:Iteration 32Q (69889.290000 sec): 3 clusters
  Score: Raw -11916484.178995 + Penalty 3834.760030 = -11912649.418964
  nChanged 25
		SP:Iteration 33Q (69890.420000 sec): 3 clusters
  Score: Raw -11916484.757195 + Penalty 3834.760030 = -11912649.997165
  nChanged 24
		SP:Iteration 34Q (69891.500000 sec): 3 clusters
  Score: Raw -11916485.348550 + Penalty 3834.760030 = -11912650.588519
  nChanged 31
		SP:Iteration 35Q (69892.610000 sec): 3 clusters
  Score: Raw -11916486.300417 + Penalty 3834.760030 = -11912651.540387
  nChanged 24
		SP:Iteration 36Q (69893.700000 sec): 3 clusters
  Score: Raw -11916486.825798 + Penalty 3834.760030 = -11912652.065767
  nChanged 16
		SP:Iteration 37Q (69894.800000 sec): 3 clusters
  Score: Raw -11916487.131644 + Penalty 3834.760030 = -11912652.371614
  nChanged 16
		SP:Iteration 38Q (69895.890000 sec): 3 clusters
  Score: Raw -11916487.408241 + Penalty 3834.760030 = -11912652.648211
  nChanged 14
		SP:Iteration 39Q (69897.000000 sec): 3 clusters
  Score: Raw -11916487.732994 + Penalty 3834.760030 = -11912652.972964
  nChanged 14
		SP:Iteration 40F (69898.160000 sec): 3 clusters
  Score: Raw -11916487.936252 + Penalty 3834.760030 = -11912653.176221
  nChanged 11
		SP:Iteration 41Q (69899.250000 sec): 3 clusters
  Score: Raw -11916488.157998 + Penalty 3834.760030 = -11912653.397968
  nChanged 8
		SP:Iteration 42Q (69900.380000 sec): 3 clusters
  Score: Raw -11916488.324798 + Penalty 3834.760030 = -11912653.564767
  nChanged 9
		SP:Iteration 43Q (69901.510000 sec): 3 clusters
  Score: Raw -11916488.458237 + Penalty 3834.760030 = -11912653.698206
  nChanged 7
		SP:Iteration 44Q (69902.590000 sec): 3 clusters
  Score: Raw -11916488.630630 + Penalty 3834.760030 = -11912653.870599
  nChanged 9
		SP:Iteration 45Q (69903.730000 sec): 3 clusters
  Score: Raw -11916488.747826 + Penalty 3834.760030 = -11912653.987796
  nChanged 4
		SP:Iteration 46Q (69904.820000 sec): 3 clusters
  Score: Raw -11916488.783936 + Penalty 3834.760030 = -11912654.023905
  nChanged 3
		SP:Iteration 47Q (69905.950000 sec): 3 clusters
  Score: Raw -11916488.826275 + Penalty 3834.760030 = -11912654.066245
  nChanged 5
		SP:Iteration 48Q (69907.030000 sec): 3 clusters
  Score: Raw -11916488.903687 + Penalty 3834.760030 = -11912654.143657
  nChanged 3
		SP:Iteration 49Q (69908.140000 sec): 3 clusters
  Score: Raw -11916488.987222 + Penalty 3834.760030 = -11912654.227192
  nChanged 9
		SP:Iteration 50Q (69909.230000 sec): 3 clusters
  Score: Raw -11916489.177883 + Penalty 3834.760030 = -11912654.417853
  nChanged 13
		SP:Iteration 51Q (69910.330000 sec): 3 clusters
  Score: Raw -11916489.424603 + Penalty 3834.760030 = -11912654.664573
  nChanged 12
		SP:Iteration 52Q (69911.420000 sec): 3 clusters
  Score: Raw -11916489.646744 + Penalty 3834.760030 = -11912654.886713
  nChanged 14
		SP:Iteration 53Q (69912.530000 sec): 3 clusters
  Score: Raw -11916489.893286 + Penalty 3834.760030 = -11912655.133256
  nChanged 8
		SP:Iteration 54Q (69913.610000 sec): 3 clusters
  Score: Raw -11916489.979579 + Penalty 3834.760030 = -11912655.219549
  nChanged 6
		SP:Iteration 55Q (69914.750000 sec): 3 clusters
  Score: Raw -11916490.096728 + Penalty 3834.760030 = -11912655.336698
  nChanged 6
		SP:Iteration 56Q (69915.830000 sec): 3 clusters
  Score: Raw -11916490.155998 + Penalty 3834.760030 = -11912655.395968
  nChanged 2
		SP:Iteration 57Q (69916.940000 sec): 3 clusters
  Score: Raw -11916490.166146 + Penalty 3834.760030 = -11912655.406116
  nChanged 2
		SP:Iteration 58Q (69918.020000 sec): 3 clusters
  Score: Raw -11916490.190072 + Penalty 3834.760030 = -11912655.430042
  nChanged 4
		SP:Iteration 59Q (69919.150000 sec): 3 clusters
  Score: Raw -11916490.236073 + Penalty 3834.760030 = -11912655.476042
  nChanged 4
		SP:Iteration 60F (69920.310000 sec): 3 clusters
  Score: Raw -11916490.267897 + Penalty 3834.760030 = -11912655.507866
  nChanged 2
		SP:Iteration 61Q (69921.400000 sec): 3 clusters
  Score: Raw -11916490.278690 + Penalty 3834.760030 = -11912655.518660
  nChanged 2
		SP:Iteration 62Q (69922.530000 sec): 3 clusters
  Score: Raw -11916490.329963 + Penalty 3834.760030 = -11912655.569932
  nChanged 2
		SP:Iteration 63Q (69923.610000 sec): 3 clusters
  Score: Raw -11916490.374878 + Penalty 3834.760030 = -11912655.614848
  nChanged 1
		SP:Iteration 64Q (69924.720000 sec): 3 clusters
  Score: Raw -11916490.383058 + Penalty 3834.760030 = -11912655.623027
  nChanged 1
		SP:Iteration 65Q (69925.810000 sec): 3 clusters
  Score: Raw -11916490.396332 + Penalty 3834.760030 = -11912655.636301
  nChanged 0
		SP:Iteration 66F (69927.000000 sec): 3 clusters
  Score: Raw -11916490.396332 + Penalty 3834.760030 = -11912655.636301
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 94.
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 3 (6263 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (69927.090000 sec): 2 clusters
  Score: Raw -590878.206663 + Penalty 1420.642370 = -589457.564294
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (69927.210000 sec): 3 clusters
  Score: Raw -587550.691657 + Penalty 2841.284739 = -584709.406918
  nChanged 2552
		SP:Iteration 1F (69927.310000 sec): 3 clusters
  Score: Raw -588947.912416 + Penalty 2841.284739 = -586106.627677
  nChanged 436
		SP:Iteration 2F (69927.420000 sec): 3 clusters
  Score: Raw -589174.123892 + Penalty 2841.284739 = -586332.839152
  nChanged 339
		SP:Iteration 3F (69927.520000 sec): 3 clusters
  Score: Raw -589356.045330 + Penalty 2841.284739 = -586514.760591
  nChanged 284
		SP:Iteration 4Q (69927.630000 sec): 3 clusters
  Score: Raw -589549.797991 + Penalty 2841.284739 = -586708.513252
  nChanged 271
		SP:Iteration 5Q (69927.740000 sec): 3 clusters
  Score: Raw -589723.337509 + Penalty 2841.284739 = -586882.052770
  nChanged 224
		SP:Iteration 6Q (69927.840000 sec): 3 clusters
  Score: Raw -589865.178254 + Penalty 2841.284739 = -587023.893514
  nChanged 209
		SP:Iteration 7Q (69927.950000 sec): 3 clusters
  Score: Raw -589979.827724 + Penalty 2841.284739 = -587138.542985
  nChanged 176
		SP:Iteration 8Q (69928.060000 sec): 3 clusters
  Score: Raw -590061.408005 + Penalty 2841.284739 = -587220.123265
  nChanged 168
		SP:Iteration 9Q (69928.160000 sec): 3 clusters
  Score: Raw -590142.874970 + Penalty 2841.284739 = -587301.590231
  nChanged 145
		SP:Iteration 10Q (69928.270000 sec): 3 clusters
  Score: Raw -590224.730544 + Penalty 2841.284739 = -587383.445805
  nChanged 152
		SP:Iteration 11Q (69928.380000 sec): 3 clusters
  Score: Raw -590319.390556 + Penalty 2841.284739 = -587478.105817
  nChanged 149
		SP:Iteration 12Q (69928.480000 sec): 3 clusters
  Score: Raw -590408.404008 + Penalty 2841.284739 = -587567.119269
  nChanged 140
		SP:Iteration 13Q (69928.590000 sec): 3 clusters
  Score: Raw -590491.372173 + Penalty 2841.284739 = -587650.087434
  nChanged 135
		SP:Iteration 14Q (69928.700000 sec): 3 clusters
  Score: Raw -590566.019142 + Penalty 2841.284739 = -587724.734403
  nChanged 98
		SP:Iteration 15Q (69928.800000 sec): 3 clusters
  Score: Raw -590607.343014 + Penalty 2841.284739 = -587766.058275
  nChanged 79
		SP:Iteration 16Q (69928.910000 sec): 3 clusters
  Score: Raw -590639.820332 + Penalty 2841.284739 = -587798.535592
  nChanged 63
		SP:Iteration 17Q (69929.010000 sec): 3 clusters
  Score: Raw -590665.131427 + Penalty 2841.284739 = -587823.846688
  nChanged 54
		SP:Iteration 18Q (69929.120000 sec): 3 clusters
  Score: Raw -590682.750432 + Penalty 2841.284739 = -587841.465693
  nChanged 47
		SP:Iteration 19Q (69929.220000 sec): 3 clusters
  Score: Raw -590696.513973 + Penalty 2841.284739 = -587855.229234
  nChanged 38
		SP:Iteration 20F (69929.320000 sec): 3 clusters
  Score: Raw -590706.276837 + Penalty 2841.284739 = -587864.992098
  nChanged 26
		SP:Iteration 21Q (69929.420000 sec): 3 clusters
  Score: Raw -590712.594080 + Penalty 2841.284739 = -587871.309340
  nChanged 18
		SP:Iteration 22Q (69929.530000 sec): 3 clusters
  Score: Raw -590716.786005 + Penalty 2841.284739 = -587875.501266
  nChanged 16
		SP:Iteration 23Q (69929.640000 sec): 3 clusters
  Score: Raw -590720.090309 + Penalty 2841.284739 = -587878.805569
  nChanged 9
		SP:Iteration 24Q (69929.740000 sec): 3 clusters
  Score: Raw -590721.323499 + Penalty 2841.284739 = -587880.038759
  nChanged 7
		SP:Iteration 25Q (69929.840000 sec): 3 clusters
  Score: Raw -590722.654388 + Penalty 2841.284739 = -587881.369649
  nChanged 9
		SP:Iteration 26Q (69929.950000 sec): 3 clusters
  Score: Raw -590723.901835 + Penalty 2841.284739 = -587882.617096
  nChanged 9
		SP:Iteration 27Q (69930.050000 sec): 3 clusters
  Score: Raw -590725.697866 + Penalty 2841.284739 = -587884.413127
  nChanged 10
		SP:Iteration 28Q (69930.150000 sec): 3 clusters
  Score: Raw -590727.901796 + Penalty 2841.284739 = -587886.617056
  nChanged 6
		SP:Iteration 29Q (69930.260000 sec): 3 clusters
  Score: Raw -590729.259241 + Penalty 2841.284739 = -587887.974502
  nChanged 5
		SP:Iteration 30Q (69930.360000 sec): 3 clusters
  Score: Raw -590730.108745 + Penalty 2841.284739 = -587888.824005
  nChanged 7
		SP:Iteration 31Q (69930.460000 sec): 3 clusters
  Score: Raw -590731.323883 + Penalty 2841.284739 = -587890.039143
  nChanged 7
		SP:Iteration 32Q (69930.560000 sec): 3 clusters
  Score: Raw -590732.434365 + Penalty 2841.284739 = -587891.149626
  nChanged 7
		SP:Iteration 33Q (69930.660000 sec): 3 clusters
  Score: Raw -590733.723321 + Penalty 2841.284739 = -587892.438581
  nChanged 8
		SP:Iteration 34Q (69930.770000 sec): 3 clusters
  Score: Raw -590734.976035 + Penalty 2841.284739 = -587893.691296
  nChanged 3
		SP:Iteration 35Q (69930.870000 sec): 3 clusters
  Score: Raw -590735.511599 + Penalty 2841.284739 = -587894.226859
  nChanged 4
		SP:Iteration 36Q (69930.970000 sec): 3 clusters
  Score: Raw -590736.140250 + Penalty 2841.284739 = -587894.855511
  nChanged 4
		SP:Iteration 37Q (69931.080000 sec): 3 clusters
  Score: Raw -590736.724529 + Penalty 2841.284739 = -587895.439790
  nChanged 2
		SP:Iteration 38Q (69931.180000 sec): 3 clusters
  Score: Raw -590736.858640 + Penalty 2841.284739 = -587895.573901
  nChanged 0
		SP:Iteration 39F (69931.280000 sec): 3 clusters
  Score: Raw -590736.858640 + Penalty 2841.284739 = -587895.573901
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 4 (4447 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (69931.360000 sec): 2 clusters
  Score: Raw -381622.144903 + Penalty 1364.997561 = -380257.147342
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (69931.450000 sec): 3 clusters
  Score: Raw -379425.273453 + Penalty 2729.995122 = -376695.278331
  nChanged 1750
		SP:Iteration 1F (69931.530000 sec): 3 clusters
  Score: Raw -380373.710715 + Penalty 2729.995122 = -377643.715593
  nChanged 324
		SP:Iteration 2F (69931.620000 sec): 3 clusters
  Score: Raw -380526.718908 + Penalty 2729.995122 = -377796.723786
  nChanged 194
		SP:Iteration 3Q (69931.700000 sec): 3 clusters
  Score: Raw -380603.608773 + Penalty 2729.995122 = -377873.613651
  nChanged 128
		SP:Iteration 4Q (69931.780000 sec): 3 clusters
  Score: Raw -380649.115364 + Penalty 2729.995122 = -377919.120242
  nChanged 89
		SP:Iteration 5Q (69931.870000 sec): 3 clusters
  Score: Raw -380684.323822 + Penalty 2729.995122 = -377954.328700
  nChanged 103
		SP:Iteration 6Q (69931.950000 sec): 3 clusters
  Score: Raw -380719.120551 + Penalty 2729.995122 = -377989.125429
  nChanged 74
		SP:Iteration 7Q (69932.040000 sec): 3 clusters
  Score: Raw -380744.885494 + Penalty 2729.995122 = -378014.890372
  nChanged 68
		SP:Iteration 8Q (69932.120000 sec): 3 clusters
  Score: Raw -380767.097400 + Penalty 2729.995122 = -378037.102278
  nChanged 68
		SP:Iteration 9Q (69932.210000 sec): 3 clusters
  Score: Raw -380793.327837 + Penalty 2729.995122 = -378063.332715
  nChanged 73
		SP:Iteration 10Q (69932.290000 sec): 3 clusters
  Score: Raw -380822.799665 + Penalty 2729.995122 = -378092.804543
  nChanged 63
		SP:Iteration 11Q (69932.380000 sec): 3 clusters
  Score: Raw -380856.505912 + Penalty 2729.995122 = -378126.510790
  nChanged 73
		SP:Iteration 12Q (69932.460000 sec): 3 clusters
  Score: Raw -380879.840388 + Penalty 2729.995122 = -378149.845266
  nChanged 57
		SP:Iteration 13Q (69932.540000 sec): 3 clusters
  Score: Raw -380895.541902 + Penalty 2729.995122 = -378165.546780
  nChanged 49
		SP:Iteration 14Q (69932.630000 sec): 3 clusters
  Score: Raw -380910.149749 + Penalty 2729.995122 = -378180.154627
  nChanged 47
		SP:Iteration 15Q (69932.710000 sec): 3 clusters
  Score: Raw -380922.791200 + Penalty 2729.995122 = -378192.796078
  nChanged 39
		SP:Iteration 16Q (69932.800000 sec): 3 clusters
  Score: Raw -380934.684597 + Penalty 2729.995122 = -378204.689475
  nChanged 32
		SP:Iteration 17Q (69932.880000 sec): 3 clusters
  Score: Raw -380944.580547 + Penalty 2729.995122 = -378214.585425
  nChanged 36
		SP:Iteration 18Q (69932.960000 sec): 3 clusters
  Score: Raw -380952.908806 + Penalty 2729.995122 = -378222.913684
  nChanged 34
		SP:Iteration 19Q (69933.050000 sec): 3 clusters
  Score: Raw -380960.973930 + Penalty 2729.995122 = -378230.978808
  nChanged 34
		SP:Iteration 20F (69933.130000 sec): 3 clusters
  Score: Raw -380971.537504 + Penalty 2729.995122 = -378241.542382
  nChanged 30
		SP:Iteration 21Q (69933.210000 sec): 3 clusters
  Score: Raw -380978.775239 + Penalty 2729.995122 = -378248.780117
  nChanged 27
		SP:Iteration 22Q (69933.300000 sec): 3 clusters
  Score: Raw -380986.511628 + Penalty 2729.995122 = -378256.516506
  nChanged 36
		SP:Iteration 23Q (69933.380000 sec): 3 clusters
  Score: Raw -380998.633685 + Penalty 2729.995122 = -378268.638563
  nChanged 38
		SP:Iteration 24Q (69933.460000 sec): 3 clusters
  Score: Raw -381008.644413 + Penalty 2729.995122 = -378278.649291
  nChanged 35
		SP:Iteration 25Q (69933.550000 sec): 3 clusters
  Score: Raw -381023.195920 + Penalty 2729.995122 = -378293.200798
  nChanged 47
		SP:Iteration 26Q (69933.640000 sec): 3 clusters
  Score: Raw -381043.895631 + Penalty 2729.995122 = -378313.900509
  nChanged 56
		SP:Iteration 27Q (69933.720000 sec): 3 clusters
  Score: Raw -381062.937230 + Penalty 2729.995122 = -378332.942109
  nChanged 59
		SP:Iteration 28Q (69933.800000 sec): 3 clusters
  Score: Raw -381082.426355 + Penalty 2729.995122 = -378352.431233
  nChanged 51
		SP:Iteration 29Q (69933.890000 sec): 3 clusters
  Score: Raw -381101.107390 + Penalty 2729.995122 = -378371.112268
  nChanged 61
		SP:Iteration 30Q (69933.970000 sec): 3 clusters
  Score: Raw -381122.844494 + Penalty 2729.995122 = -378392.849372
  nChanged 67
		SP:Iteration 31Q (69934.060000 sec): 3 clusters
  Score: Raw -381150.922805 + Penalty 2729.995122 = -378420.927683
  nChanged 82
		SP:Iteration 32Q (69934.140000 sec): 3 clusters
  Score: Raw -381196.963719 + Penalty 2729.995122 = -378466.968597
  nChanged 120
		SP:Iteration 33Q (69934.220000 sec): 3 clusters
  Score: Raw -381262.980134 + Penalty 2729.995122 = -378532.985012
  nChanged 117
		SP:Iteration 34Q (69934.310000 sec): 3 clusters
  Score: Raw -381333.748835 + Penalty 2729.995122 = -378603.753713
  nChanged 125
		SP:Iteration 35Q (69934.390000 sec): 3 clusters
  Score: Raw -381415.304608 + Penalty 2729.995122 = -378685.309486
  nChanged 148
		SP:Iteration 36Q (69934.480000 sec): 3 clusters
  Score: Raw -381531.861555 + Penalty 2729.995122 = -378801.866433
  nChanged 163
		SP:Iteration 37Q (69934.560000 sec): 3 clusters
  Score: Raw -381667.837267 + Penalty 2729.995122 = -378937.842145
  nChanged 147
		SP:Iteration 38Q (69934.640000 sec): 3 clusters
  Score: Raw -381821.587277 + Penalty 2729.995122 = -379091.592155
  nChanged 155
		SP:Iteration 39Q (69934.720000 sec): 3 clusters
  Score: Raw -381960.506402 + Penalty 2729.995122 = -379230.511280
  nChanged 117
		SP:Iteration 40F (69934.800000 sec): 3 clusters
  Score: Raw -382074.241178 + Penalty 2729.995122 = -379344.246056
  nChanged 72
		SP:Iteration 41Q (69934.890000 sec): 3 clusters
  Score: Raw -382126.465318 + Penalty 2729.995122 = -379396.470196
  nChanged 41
		SP:Iteration 42Q (69934.970000 sec): 3 clusters
  Score: Raw -382153.182816 + Penalty 2729.995122 = -379423.187694
  nChanged 41
		SP:Iteration 43Q (69935.050000 sec): 3 clusters
  Score: Raw -382179.393628 + Penalty 2729.995122 = -379449.398506
  nChanged 35
		SP:Iteration 44Q (69935.130000 sec): 3 clusters
  Score: Raw -382208.299887 + Penalty 2729.995122 = -379478.304765
  nChanged 33
		SP:Iteration 45Q (69935.210000 sec): 3 clusters
  Score: Raw -382234.853419 + Penalty 2729.995122 = -379504.858297
  nChanged 35
		SP:Iteration 46Q (69935.290000 sec): 3 clusters
  Score: Raw -382264.872792 + Penalty 2729.995122 = -379534.877670
  nChanged 34
		SP:Iteration 47Q (69935.380000 sec): 3 clusters
  Score: Raw -382293.558085 + Penalty 2729.995122 = -379563.562963
  nChanged 37
		SP:Iteration 48Q (69935.460000 sec): 3 clusters
  Score: Raw -382319.453253 + Penalty 2729.995122 = -379589.458131
  nChanged 26
		SP:Iteration 49Q (69935.540000 sec): 3 clusters
  Score: Raw -382337.742867 + Penalty 2729.995122 = -379607.747745
  nChanged 27
		SP:Iteration 50Q (69935.620000 sec): 3 clusters
  Score: Raw -382348.602906 + Penalty 2729.995122 = -379618.607784
  nChanged 16
		SP:Iteration 51Q (69935.700000 sec): 3 clusters
  Score: Raw -382353.926068 + Penalty 2729.995122 = -379623.930946
  nChanged 14
		SP:Iteration 52Q (69935.780000 sec): 3 clusters
  Score: Raw -382357.933740 + Penalty 2729.995122 = -379627.938618
  nChanged 6
		SP:Iteration 53Q (69935.860000 sec): 3 clusters
  Score: Raw -382359.564962 + Penalty 2729.995122 = -379629.569840
  nChanged 3
		SP:Iteration 54Q (69935.940000 sec): 3 clusters
  Score: Raw -382359.972836 + Penalty 2729.995122 = -379629.977715
  nChanged 0
		SP:Iteration 55F (69936.020000 sec): 3 clusters
  Score: Raw -382359.972836 + Penalty 2729.995122 = -379629.977715
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 5 (3000 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (69936.090000 sec): 2 clusters
  Score: Raw -246345.877561 + Penalty 1301.034730 = -245044.842831
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (69936.140000 sec): 3 clusters
  Score: Raw -244924.743867 + Penalty 2602.069459 = -242322.674408
  nChanged 1109
		SP:Iteration 1F (69936.200000 sec): 3 clusters
  Score: Raw -245779.662331 + Penalty 2602.069459 = -243177.592871
  nChanged 332
		SP:Iteration 2F (69936.260000 sec): 3 clusters
  Score: Raw -246306.556692 + Penalty 2602.069459 = -243704.487233
  nChanged 297
		SP:Iteration 3F (69936.310000 sec): 3 clusters
  Score: Raw -246949.384792 + Penalty 2602.069459 = -244347.315332
  nChanged 281
		SP:Iteration 4F (69936.370000 sec): 3 clusters
  Score: Raw -247623.587286 + Penalty 2602.069459 = -245021.517826
  nChanged 191
		SP:Iteration 5F (69936.430000 sec): 3 clusters
  Score: Raw -247947.207280 + Penalty 2602.069459 = -245345.137820
  nChanged 119
		SP:Iteration 6Q (69936.480000 sec): 3 clusters
  Score: Raw -248074.467045 + Penalty 2602.069459 = -245472.397585
  nChanged 74
		SP:Iteration 7Q (69936.540000 sec): 3 clusters
  Score: Raw -248130.973310 + Penalty 2602.069459 = -245528.903851
  nChanged 38
		SP:Iteration 8Q (69936.590000 sec): 3 clusters
  Score: Raw -248151.710421 + Penalty 2602.069459 = -245549.640961
  nChanged 18
		SP:Iteration 9Q (69936.640000 sec): 3 clusters
  Score: Raw -248160.988569 + Penalty 2602.069459 = -245558.919110
  nChanged 14
		SP:Iteration 10Q (69936.700000 sec): 3 clusters
  Score: Raw -248166.850459 + Penalty 2602.069459 = -245564.780999
  nChanged 6
		SP:Iteration 11Q (69936.750000 sec): 3 clusters
  Score: Raw -248168.630113 + Penalty 2602.069459 = -245566.560653
  nChanged 2
		SP:Iteration 12Q (69936.800000 sec): 3 clusters
  Score: Raw -248169.194541 + Penalty 2602.069459 = -245567.125081
  nChanged 2
		SP:Iteration 13Q (69936.860000 sec): 3 clusters
  Score: Raw -248169.472566 + Penalty 2602.069459 = -245567.403106
  nChanged 1
		SP:Iteration 14Q (69936.910000 sec): 3 clusters
  Score: Raw -248169.835352 + Penalty 2602.069459 = -245567.765892
  nChanged 1
		SP:Iteration 15Q (69936.960000 sec): 3 clusters
  Score: Raw -248170.063463 + Penalty 2602.069459 = -245567.994003
  nChanged 1
		SP:Iteration 16Q (69937.020000 sec): 3 clusters
  Score: Raw -248170.443214 + Penalty 2602.069459 = -245568.373755
  nChanged 1
		SP:Iteration 17Q (69937.070000 sec): 3 clusters
  Score: Raw -248170.827743 + Penalty 2602.069459 = -245568.758284
  nChanged 0
		SP:Iteration 18F (69937.130000 sec): 3 clusters
  Score: Raw -248170.827743 + Penalty 2602.069459 = -245568.758284
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 95.
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 6 (1512 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (69937.190000 sec): 2 clusters
  Score: Raw -112571.386387 + Penalty 1189.693140 = -111381.693246
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (69937.220000 sec): 3 clusters
  Score: Raw -112017.429393 + Penalty 2379.386281 = -109638.043112
  nChanged 516
		SP:Iteration 1F (69937.250000 sec): 3 clusters
  Score: Raw -112470.784740 + Penalty 2379.386281 = -110091.398459
  nChanged 156
		SP:Iteration 2F (69937.280000 sec): 3 clusters
  Score: Raw -112670.506130 + Penalty 2379.386281 = -110291.119849
  nChanged 110
		SP:Iteration 3F (69937.310000 sec): 3 clusters
  Score: Raw -112802.872462 + Penalty 2379.386281 = -110423.486181
  nChanged 79
		SP:Iteration 4F (69937.340000 sec): 3 clusters
  Score: Raw -112903.417331 + Penalty 2379.386281 = -110524.031050
  nChanged 72
		SP:Iteration 5Q (69937.370000 sec): 3 clusters
  Score: Raw -113002.507890 + Penalty 2379.386281 = -110623.121609
  nChanged 49
		SP:Iteration 6Q (69937.400000 sec): 3 clusters
  Score: Raw -113097.812969 + Penalty 2379.386281 = -110718.426688
  nChanged 40
		SP:Iteration 7Q (69937.430000 sec): 3 clusters
  Score: Raw -113163.022464 + Penalty 2379.386281 = -110783.636183
  nChanged 37
		SP:Iteration 8Q (69937.460000 sec): 3 clusters
  Score: Raw -113217.144607 + Penalty 2379.386281 = -110837.758326
  nChanged 37
		SP:Iteration 9Q (69937.490000 sec): 3 clusters
  Score: Raw -113267.148462 + Penalty 2379.386281 = -110887.762181
  nChanged 36
		SP:Iteration 10Q (69937.520000 sec): 3 clusters
  Score: Raw -113303.779744 + Penalty 2379.386281 = -110924.393463
  nChanged 20
		SP:Iteration 11Q (69937.540000 sec): 3 clusters
  Score: Raw -113321.685515 + Penalty 2379.386281 = -110942.299234
  nChanged 13
		SP:Iteration 12Q (69937.570000 sec): 3 clusters
  Score: Raw -113334.243155 + Penalty 2379.386281 = -110954.856874
  nChanged 9
		SP:Iteration 13Q (69937.600000 sec): 3 clusters
  Score: Raw -113342.177714 + Penalty 2379.386281 = -110962.791433
  nChanged 7
		SP:Iteration 14Q (69937.630000 sec): 3 clusters
  Score: Raw -113348.582735 + Penalty 2379.386281 = -110969.196454
  nChanged 5
		SP:Iteration 15Q (69937.660000 sec): 3 clusters
  Score: Raw -113351.174932 + Penalty 2379.386281 = -110971.788651
  nChanged 0
		SP:Iteration 16F (69937.690000 sec): 3 clusters
  Score: Raw -113351.174932 + Penalty 2379.386281 = -110971.788651
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 7 (3387 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (69937.760000 sec): 2 clusters
  Score: Raw -271578.596526 + Penalty 1320.751226 = -270257.845300
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (69937.830000 sec): 3 clusters
  Score: Raw -269953.398438 + Penalty 2641.502452 = -267311.895985
  nChanged 1288
		SP:Iteration 1F (69937.900000 sec): 3 clusters
  Score: Raw -270841.578964 + Penalty 2641.502452 = -268200.076512
  nChanged 306
		SP:Iteration 2F (69937.960000 sec): 3 clusters
  Score: Raw -271085.763107 + Penalty 2641.502452 = -268444.260655
  nChanged 226
		SP:Iteration 3F (69938.030000 sec): 3 clusters
  Score: Raw -271284.459932 + Penalty 2641.502452 = -268642.957480
  nChanged 199
		SP:Iteration 4F (69938.090000 sec): 3 clusters
  Score: Raw -271465.225393 + Penalty 2641.502452 = -268823.722941
  nChanged 182
		SP:Iteration 5F (69938.160000 sec): 3 clusters
  Score: Raw -271608.566733 + Penalty 2641.502452 = -268967.064281
  nChanged 132
		SP:Iteration 6Q (69938.230000 sec): 3 clusters
  Score: Raw -271716.621804 + Penalty 2641.502452 = -269075.119352
  nChanged 112
		SP:Iteration 7Q (69938.300000 sec): 3 clusters
  Score: Raw -271799.081588 + Penalty 2641.502452 = -269157.579136
  nChanged 94
		SP:Iteration 8Q (69938.360000 sec): 3 clusters
  Score: Raw -271859.614288 + Penalty 2641.502452 = -269218.111835
  nChanged 68
		SP:Iteration 9Q (69938.430000 sec): 3 clusters
  Score: Raw -271890.503733 + Penalty 2641.502452 = -269249.001281
  nChanged 54
		SP:Iteration 10Q (69938.500000 sec): 3 clusters
  Score: Raw -271916.831236 + Penalty 2641.502452 = -269275.328784
  nChanged 45
		SP:Iteration 11Q (69938.560000 sec): 3 clusters
  Score: Raw -271941.033972 + Penalty 2641.502452 = -269299.531520
  nChanged 39
		SP:Iteration 12Q (69938.630000 sec): 3 clusters
  Score: Raw -271962.384861 + Penalty 2641.502452 = -269320.882409
  nChanged 35
		SP:Iteration 13Q (69938.700000 sec): 3 clusters
  Score: Raw -271977.718322 + Penalty 2641.502452 = -269336.215870
  nChanged 29
		SP:Iteration 14Q (69938.770000 sec): 3 clusters
  Score: Raw -271991.926340 + Penalty 2641.502452 = -269350.423887
  nChanged 25
		SP:Iteration 15Q (69938.830000 sec): 3 clusters
  Score: Raw -272002.718680 + Penalty 2641.502452 = -269361.216228
  nChanged 22
		SP:Iteration 16Q (69938.900000 sec): 3 clusters
  Score: Raw -272012.473696 + Penalty 2641.502452 = -269370.971244
  nChanged 17
		SP:Iteration 17Q (69938.970000 sec): 3 clusters
  Score: Raw -272019.627919 + Penalty 2641.502452 = -269378.125467
  nChanged 20
		SP:Iteration 18Q (69939.030000 sec): 3 clusters
  Score: Raw -272028.816151 + Penalty 2641.502452 = -269387.313699
  nChanged 15
		SP:Iteration 19Q (69939.100000 sec): 3 clusters
  Score: Raw -272033.827199 + Penalty 2641.502452 = -269392.324747
  nChanged 10
		SP:Iteration 20F (69939.170000 sec): 3 clusters
  Score: Raw -272037.930293 + Penalty 2641.502452 = -269396.427840
  nChanged 9
		SP:Iteration 21Q (69939.230000 sec): 3 clusters
  Score: Raw -272041.488236 + Penalty 2641.502452 = -269399.985784
  nChanged 9
		SP:Iteration 22Q (69939.300000 sec): 3 clusters
  Score: Raw -272044.572349 + Penalty 2641.502452 = -269403.069897
  nChanged 6
		SP:Iteration 23Q (69939.370000 sec): 3 clusters
  Score: Raw -272046.554046 + Penalty 2641.502452 = -269405.051593
  nChanged 3
		SP:Iteration 24Q (69939.430000 sec): 3 clusters
  Score: Raw -272047.514611 + Penalty 2641.502452 = -269406.012159
  nChanged 3
		SP:Iteration 25Q (69939.500000 sec): 3 clusters
  Score: Raw -272048.179717 + Penalty 2641.502452 = -269406.677265
  nChanged 3
		SP:Iteration 26Q (69939.570000 sec): 3 clusters
  Score: Raw -272048.836891 + Penalty 2641.502452 = -269407.334439
  nChanged 2
		SP:Iteration 27Q (69939.630000 sec): 3 clusters
  Score: Raw -272049.442089 + Penalty 2641.502452 = -269407.939637
  nChanged 1
		SP:Iteration 28Q (69939.700000 sec): 3 clusters
  Score: Raw -272049.681102 + Penalty 2641.502452 = -269408.178649
  nChanged 4
		SP:Iteration 29Q (69939.770000 sec): 3 clusters
  Score: Raw -272050.513725 + Penalty 2641.502452 = -269409.011273
  nChanged 2
		SP:Iteration 30Q (69939.830000 sec): 3 clusters
  Score: Raw -272050.805777 + Penalty 2641.502452 = -269409.303325
  nChanged 0
		SP:Iteration 31F (69939.900000 sec): 3 clusters
  Score: Raw -272050.805777 + Penalty 2641.502452 = -269409.303325
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 8 (8258 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (69940.020000 sec): 2 clusters
  Score: Raw -700222.230117 + Penalty 1465.577377 = -698756.652740
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (69940.170000 sec): 3 clusters
  Score: Raw -695697.077208 + Penalty 2931.154755 = -692765.922453
  nChanged 3509
		SP:Iteration 1F (69940.290000 sec): 3 clusters
  Score: Raw -697787.888881 + Penalty 2931.154755 = -694856.734127
  nChanged 687
		SP:Iteration 2F (69940.430000 sec): 3 clusters
  Score: Raw -698319.512210 + Penalty 2931.154755 = -695388.357455
  nChanged 630
		SP:Iteration 3F (69940.570000 sec): 3 clusters
  Score: Raw -698875.668097 + Penalty 2931.154755 = -695944.513342
  nChanged 581
		SP:Iteration 4F (69940.720000 sec): 3 clusters
  Score: Raw -699393.245740 + Penalty 2931.154755 = -696462.090986
  nChanged 535
		SP:Iteration 5F (69940.860000 sec): 3 clusters
  Score: Raw -699813.168682 + Penalty 2931.154755 = -696882.013928
  nChanged 439
		SP:Iteration 6F (69941.010000 sec): 3 clusters
  Score: Raw -700106.463874 + Penalty 2931.154755 = -697175.309119
  nChanged 394
		SP:Iteration 7Q (69941.150000 sec): 3 clusters
  Score: Raw -700352.888433 + Penalty 2931.154755 = -697421.733679
  nChanged 313
		SP:Iteration 8Q (69941.290000 sec): 3 clusters
  Score: Raw -700524.175779 + Penalty 2931.154755 = -697593.021024
  nChanged 235
		SP:Iteration 9Q (69941.410000 sec): 3 clusters
  Score: Raw -700640.150737 + Penalty 2931.154755 = -697708.995982
  nChanged 195
		SP:Iteration 10Q (69941.550000 sec): 3 clusters
  Score: Raw -700744.281036 + Penalty 2931.154755 = -697813.126282
  nChanged 197
		SP:Iteration 11Q (69941.690000 sec): 3 clusters
  Score: Raw -700836.128106 + Penalty 2931.154755 = -697904.973352
  nChanged 168
		SP:Iteration 12Q (69941.830000 sec): 3 clusters
  Score: Raw -700894.296767 + Penalty 2931.154755 = -697963.142013
  nChanged 115
		SP:Iteration 13Q (69941.980000 sec): 3 clusters
  Score: Raw -700927.958045 + Penalty 2931.154755 = -697996.803290
  nChanged 96
		SP:Iteration 14Q (69942.120000 sec): 3 clusters
  Score: Raw -700953.728287 + Penalty 2931.154755 = -698022.573533
  nChanged 71
		SP:Iteration 15Q (69942.260000 sec): 3 clusters
  Score: Raw -700970.221997 + Penalty 2931.154755 = -698039.067242
  nChanged 50
		SP:Iteration 16Q (69942.390000 sec): 3 clusters
  Score: Raw -700980.454791 + Penalty 2931.154755 = -698049.300036
  nChanged 49
		SP:Iteration 17Q (69942.520000 sec): 3 clusters
  Score: Raw -700991.123228 + Penalty 2931.154755 = -698059.968474
  nChanged 43
		SP:Iteration 18Q (69942.650000 sec): 3 clusters
  Score: Raw -701001.006983 + Penalty 2931.154755 = -698069.852228
  nChanged 32
		SP:Iteration 19Q (69942.790000 sec): 3 clusters
  Score: Raw -701007.280286 + Penalty 2931.154755 = -698076.125531
  nChanged 31
		SP:Iteration 20F (69942.930000 sec): 3 clusters
  Score: Raw -701013.451006 + Penalty 2931.154755 = -698082.296252
  nChanged 20
		SP:Iteration 21Q (69943.080000 sec): 3 clusters
  Score: Raw -701016.917281 + Penalty 2931.154755 = -698085.762526
  nChanged 20
		SP:Iteration 22Q (69943.220000 sec): 3 clusters
  Score: Raw -701019.881953 + Penalty 2931.154755 = -698088.727199
  nChanged 23
		SP:Iteration 23Q (69943.360000 sec): 3 clusters
  Score: Raw -701023.348639 + Penalty 2931.154755 = -698092.193884
  nChanged 27
		SP:Iteration 24Q (69943.490000 sec): 3 clusters
  Score: Raw -701028.070263 + Penalty 2931.154755 = -698096.915508
  nChanged 18
		SP:Iteration 25Q (69943.620000 sec): 3 clusters
  Score: Raw -701030.958310 + Penalty 2931.154755 = -698099.803556
  nChanged 20
		SP:Iteration 26Q (69943.750000 sec): 3 clusters
  Score: Raw -701033.721461 + Penalty 2931.154755 = -698102.566707
  nChanged 10
		SP:Iteration 27Q (69943.890000 sec): 3 clusters
  Score: Raw -701035.155950 + Penalty 2931.154755 = -698104.001195
  nChanged 13
		SP:Iteration 28Q (69944.030000 sec): 3 clusters
  Score: Raw -701037.088806 + Penalty 2931.154755 = -698105.934051
  nChanged 14
		SP:Iteration 29Q (69944.180000 sec): 3 clusters
  Score: Raw -701039.259404 + Penalty 2931.154755 = -698108.104649
  nChanged 15
		SP:Iteration 30Q (69944.320000 sec): 3 clusters
  Score: Raw -701042.202105 + Penalty 2931.154755 = -698111.047350
  nChanged 17
		SP:Iteration 31Q (69944.460000 sec): 3 clusters
  Score: Raw -701045.225655 + Penalty 2931.154755 = -698114.070900
  nChanged 18
		SP:Iteration 32Q (69944.600000 sec): 3 clusters
  Score: Raw -701048.300131 + Penalty 2931.154755 = -698117.145376
  nChanged 18
		SP:Iteration 33Q (69944.730000 sec): 3 clusters
  Score: Raw -701050.767933 + Penalty 2931.154755 = -698119.613179
  nChanged 11
		SP:Iteration 34Q (69944.860000 sec): 3 clusters
  Score: Raw -701052.262472 + Penalty 2931.154755 = -698121.107717
  nChanged 12
		SP:Iteration 35Q (69944.990000 sec): 3 clusters
  Score: Raw -701053.938692 + Penalty 2931.154755 = -698122.783938
  nChanged 11
		SP:Iteration 36Q (69945.130000 sec): 3 clusters
  Score: Raw -701055.577708 + Penalty 2931.154755 = -698124.422953
  nChanged 12
		SP:Iteration 37Q (69945.260000 sec): 3 clusters
  Score: Raw -701057.021824 + Penalty 2931.154755 = -698125.867070
  nChanged 11
		SP:Iteration 38Q (69945.400000 sec): 3 clusters
  Score: Raw -701058.231631 + Penalty 2931.154755 = -698127.076877
  nChanged 6
		SP:Iteration 39Q (69945.530000 sec): 3 clusters
  Score: Raw -701058.898015 + Penalty 2931.154755 = -698127.743260
  nChanged 8
		SP:Iteration 40F (69945.680000 sec): 3 clusters
  Score: Raw -701059.659135 + Penalty 2931.154755 = -698128.504381
  nChanged 5
		SP:Iteration 41Q (69945.820000 sec): 3 clusters
  Score: Raw -701060.006196 + Penalty 2931.154755 = -698128.851441
  nChanged 6
		SP:Iteration 42Q (69945.960000 sec): 3 clusters
  Score: Raw -701060.574018 + Penalty 2931.154755 = -698129.419264
  nChanged 7
		SP:Iteration 43Q (69946.090000 sec): 3 clusters
  Score: Raw -701061.489803 + Penalty 2931.154755 = -698130.335049
  nChanged 5
		SP:Iteration 44Q (69946.220000 sec): 3 clusters
  Score: Raw -701063.084435 + Penalty 2931.154755 = -698131.929680
  nChanged 19
		SP:Iteration 45Q (69946.360000 sec): 3 clusters
  Score: Raw -701066.598956 + Penalty 2931.154755 = -698135.444201
  nChanged 23
		SP:Iteration 46Q (69946.500000 sec): 3 clusters
  Score: Raw -701071.863276 + Penalty 2931.154755 = -698140.708521
  nChanged 35
		SP:Iteration 47Q (69946.640000 sec): 3 clusters
  Score: Raw -701078.529325 + Penalty 2931.154755 = -698147.374570
  nChanged 33
		SP:Iteration 48Q (69946.780000 sec): 3 clusters
  Score: Raw -701086.171358 + Penalty 2931.154755 = -698155.016603
  nChanged 42
		SP:Iteration 49Q (69946.920000 sec): 3 clusters
  Score: Raw -701096.820680 + Penalty 2931.154755 = -698165.665925
  nChanged 47
		SP:Iteration 50Q (69947.070000 sec): 3 clusters
  Score: Raw -701110.470074 + Penalty 2931.154755 = -698179.315319
  nChanged 61
		SP:Iteration 51Q (69947.200000 sec): 3 clusters
  Score: Raw -701130.201824 + Penalty 2931.154755 = -698199.047069
  nChanged 74
		SP:Iteration 52Q (69947.320000 sec): 3 clusters
  Score: Raw -701158.848276 + Penalty 2931.154755 = -698227.693522
  nChanged 88
		SP:Iteration 53Q (69947.460000 sec): 3 clusters
  Score: Raw -701200.054661 + Penalty 2931.154755 = -698268.899906
  nChanged 94
		SP:Iteration 54Q (69947.600000 sec): 3 clusters
  Score: Raw -701247.873245 + Penalty 2931.154755 = -698316.718490
  nChanged 96
		SP:Iteration 55Q (69947.740000 sec): 3 clusters
  Score: Raw -701295.430289 + Penalty 2931.154755 = -698364.275535
  nChanged 93
		SP:Iteration 56Q (69947.880000 sec): 3 clusters
  Score: Raw -701342.933001 + Penalty 2931.154755 = -698411.778247
  nChanged 104
		SP:Iteration 57Q (69948.020000 sec): 3 clusters
  Score: Raw -701403.102602 + Penalty 2931.154755 = -698471.947847
  nChanged 105
		SP:Iteration 58Q (69948.160000 sec): 3 clusters
  Score: Raw -701475.953948 + Penalty 2931.154755 = -698544.799193
  nChanged 92
		SP:Iteration 59Q (69948.300000 sec): 3 clusters
  Score: Raw -701541.236885 + Penalty 2931.154755 = -698610.082130
  nChanged 84
		SP:Iteration 60F (69948.430000 sec): 3 clusters
  Score: Raw -701579.724186 + Penalty 2931.154755 = -698648.569431
  nChanged 59
		SP:Iteration 61Q (69948.560000 sec): 3 clusters
  Score: Raw -701602.867301 + Penalty 2931.154755 = -698671.712547
  nChanged 43
		SP:Iteration 62Q (69948.690000 sec): 3 clusters
  Score: Raw -701622.111579 + Penalty 2931.154755 = -698690.956825
  nChanged 44
		SP:Iteration 63Q (69948.820000 sec): 3 clusters
  Score: Raw -701638.298562 + Penalty 2931.154755 = -698707.143807
  nChanged 30
		SP:Iteration 64Q (69948.950000 sec): 3 clusters
  Score: Raw -701649.736478 + Penalty 2931.154755 = -698718.581723
  nChanged 30
		SP:Iteration 65Q (69949.090000 sec): 3 clusters
  Score: Raw -701658.908517 + Penalty 2931.154755 = -698727.753762
  nChanged 18
		SP:Iteration 66Q (69949.230000 sec): 3 clusters
  Score: Raw -701664.797121 + Penalty 2931.154755 = -698733.642366
  nChanged 24
		SP:Iteration 67Q (69949.370000 sec): 3 clusters
  Score: Raw -701671.027249 + Penalty 2931.154755 = -698739.872495
  nChanged 19
		SP:Iteration 68Q (69949.510000 sec): 3 clusters
  Score: Raw -701674.717291 + Penalty 2931.154755 = -698743.562536
  nChanged 9
		SP:Iteration 69Q (69949.640000 sec): 3 clusters
  Score: Raw -701676.220132 + Penalty 2931.154755 = -698745.065378
  nChanged 4
		SP:Iteration 70Q (69949.780000 sec): 3 clusters
  Score: Raw -701676.933316 + Penalty 2931.154755 = -698745.778561
  nChanged 3
		SP:Iteration 71Q (69949.910000 sec): 3 clusters
  Score: Raw -701677.688614 + Penalty 2931.154755 = -698746.533859
  nChanged 5
		SP:Iteration 72Q (69950.030000 sec): 3 clusters
  Score: Raw -701678.542628 + Penalty 2931.154755 = -698747.387873
  nChanged 1
		SP:Iteration 73Q (69950.160000 sec): 3 clusters
  Score: Raw -701678.637449 + Penalty 2931.154755 = -698747.482694
  nChanged 0
		SP:Iteration 74F (69950.310000 sec): 3 clusters
  Score: Raw -701678.637449 + Penalty 2931.154755 = -698747.482694
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 9 (1770 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (69950.380000 sec): 2 clusters
  Score: Raw -159158.776013 + Penalty 1215.294409 = -157943.481604
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (69950.410000 sec): 3 clusters
  Score: Raw -158396.723277 + Penalty 2430.588818 = -155966.134459
  nChanged 613
		SP:Iteration 1F (69950.450000 sec): 3 clusters
  Score: Raw -158797.500759 + Penalty 2430.588818 = -156366.911941
  nChanged 128
		SP:Iteration 2F (69950.480000 sec): 3 clusters
  Score: Raw -158904.497144 + Penalty 2430.588818 = -156473.908326
  nChanged 85
		SP:Iteration 3Q (69950.520000 sec): 3 clusters
  Score: Raw -158968.310643 + Penalty 2430.588818 = -156537.721825
  nChanged 56
		SP:Iteration 4Q (69950.560000 sec): 3 clusters
  Score: Raw -159010.947096 + Penalty 2430.588818 = -156580.358277
  nChanged 46
		SP:Iteration 5Q (69950.590000 sec): 3 clusters
  Score: Raw -159044.844690 + Penalty 2430.588818 = -156614.255872
  nChanged 39
		SP:Iteration 6Q (69950.630000 sec): 3 clusters
  Score: Raw -159069.847997 + Penalty 2430.588818 = -156639.259179
  nChanged 35
		SP:Iteration 7Q (69950.660000 sec): 3 clusters
  Score: Raw -159091.408138 + Penalty 2430.588818 = -156660.819320
  nChanged 20
		SP:Iteration 8Q (69950.700000 sec): 3 clusters
  Score: Raw -159105.247724 + Penalty 2430.588818 = -156674.658906
  nChanged 14
		SP:Iteration 9Q (69950.730000 sec): 3 clusters
  Score: Raw -159115.330368 + Penalty 2430.588818 = -156684.741550
  nChanged 14
		SP:Iteration 10Q (69950.770000 sec): 3 clusters
  Score: Raw -159124.926118 + Penalty 2430.588818 = -156694.337299
  nChanged 20
		SP:Iteration 11Q (69950.800000 sec): 3 clusters
  Score: Raw -159137.767842 + Penalty 2430.588818 = -156707.179023
  nChanged 18
		SP:Iteration 12Q (69950.830000 sec): 3 clusters
  Score: Raw -159150.345522 + Penalty 2430.588818 = -156719.756704
  nChanged 14
		SP:Iteration 13Q (69950.870000 sec): 3 clusters
  Score: Raw -159161.577385 + Penalty 2430.588818 = -156730.988567
  nChanged 16
		SP:Iteration 14Q (69950.910000 sec): 3 clusters
  Score: Raw -159170.701884 + Penalty 2430.588818 = -156740.113066
  nChanged 11
		SP:Iteration 15Q (69950.940000 sec): 3 clusters
  Score: Raw -159179.760204 + Penalty 2430.588818 = -156749.171386
  nChanged 15
		SP:Iteration 16Q (69950.970000 sec): 3 clusters
  Score: Raw -159188.291298 + Penalty 2430.588818 = -156757.702480
  nChanged 17
		SP:Iteration 17Q (69951.010000 sec): 3 clusters
  Score: Raw -159199.227408 + Penalty 2430.588818 = -156768.638590
  nChanged 19
		SP:Iteration 18Q (69951.040000 sec): 3 clusters
  Score: Raw -159209.055637 + Penalty 2430.588818 = -156778.466819
  nChanged 13
		SP:Iteration 19Q (69951.080000 sec): 3 clusters
  Score: Raw -159218.365176 + Penalty 2430.588818 = -156787.776358
  nChanged 12
		SP:Iteration 20F (69951.110000 sec): 3 clusters
  Score: Raw -159228.776388 + Penalty 2430.588818 = -156798.187570
  nChanged 18
		SP:Iteration 21Q (69951.150000 sec): 3 clusters
  Score: Raw -159243.286845 + Penalty 2430.588818 = -156812.698027
  nChanged 14
		SP:Iteration 22Q (69951.180000 sec): 3 clusters
  Score: Raw -159255.023247 + Penalty 2430.588818 = -156824.434428
  nChanged 17
		SP:Iteration 23Q (69951.210000 sec): 3 clusters
  Score: Raw -159266.535861 + Penalty 2430.588818 = -156835.947043
  nChanged 12
		SP:Iteration 24Q (69951.250000 sec): 3 clusters
  Score: Raw -159275.039491 + Penalty 2430.588818 = -156844.450672
  nChanged 8
		SP:Iteration 25Q (69951.280000 sec): 3 clusters
  Score: Raw -159281.464862 + Penalty 2430.588818 = -156850.876044
  nChanged 10
		SP:Iteration 26Q (69951.320000 sec): 3 clusters
  Score: Raw -159288.691783 + Penalty 2430.588818 = -156858.102965
  nChanged 6
		SP:Iteration 27Q (69951.350000 sec): 3 clusters
  Score: Raw -159292.385641 + Penalty 2430.588818 = -156861.796823
  nChanged 10
		SP:Iteration 28Q (69951.390000 sec): 3 clusters
  Score: Raw -159295.961435 + Penalty 2430.588818 = -156865.372616
  nChanged 5
		SP:Iteration 29Q (69951.420000 sec): 3 clusters
  Score: Raw -159298.072465 + Penalty 2430.588818 = -156867.483646
  nChanged 5
		SP:Iteration 30Q (69951.460000 sec): 3 clusters
  Score: Raw -159300.735048 + Penalty 2430.588818 = -156870.146230
  nChanged 4
		SP:Iteration 31Q (69951.490000 sec): 3 clusters
  Score: Raw -159302.320166 + Penalty 2430.588818 = -156871.731347
  nChanged 1
		SP:Iteration 32Q (69951.530000 sec): 3 clusters
  Score: Raw -159302.571463 + Penalty 2430.588818 = -156871.982645
  nChanged 0
		SP:Iteration 33F (69951.560000 sec): 3 clusters
  Score: Raw -159302.571463 + Penalty 2430.588818 = -156871.982645
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 10 (19745 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (69951.750000 sec): 2 clusters
  Score: Raw -1614412.341150 + Penalty 1607.231531 = -1612805.109619
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (69952.000000 sec): 3 clusters
  Score: Raw -1602609.654479 + Penalty 3214.463061 = -1599395.191418
  nChanged 8938
		SP:Iteration 1F (69952.270000 sec): 3 clusters
  Score: Raw -1607874.555880 + Penalty 3214.463061 = -1604660.092818
  nChanged 1339
		SP:Iteration 2F (69952.530000 sec): 3 clusters
  Score: Raw -1608654.730495 + Penalty 3214.463061 = -1605440.267434
  nChanged 1330
		SP:Iteration 3F (69952.770000 sec): 3 clusters
  Score: Raw -1609455.523411 + Penalty 3214.463061 = -1606241.060349
  nChanged 1225
		SP:Iteration 4F (69953.010000 sec): 3 clusters
  Score: Raw -1610151.803494 + Penalty 3214.463061 = -1606937.340433
  nChanged 1061
		SP:Iteration 5F (69953.260000 sec): 3 clusters
  Score: Raw -1610689.050947 + Penalty 3214.463061 = -1607474.587885
  nChanged 942
		SP:Iteration 6Q (69953.500000 sec): 3 clusters
  Score: Raw -1611184.462761 + Penalty 3214.463061 = -1607969.999699
  nChanged 855
		SP:Iteration 7Q (69953.770000 sec): 3 clusters
  Score: Raw -1611634.754586 + Penalty 3214.463061 = -1608420.291525
  nChanged 777
		SP:Iteration 8Q (69954.030000 sec): 3 clusters
  Score: Raw -1612014.013918 + Penalty 3214.463061 = -1608799.550856
  nChanged 698
		SP:Iteration 9Q (69954.280000 sec): 3 clusters
  Score: Raw -1612385.042717 + Penalty 3214.463061 = -1609170.579655
  nChanged 598
		SP:Iteration 10Q (69954.550000 sec): 3 clusters
  Score: Raw -1612720.995676 + Penalty 3214.463061 = -1609506.532615
  nChanged 566
		SP:Iteration 11Q (69954.840000 sec): 3 clusters
  Score: Raw -1612994.228429 + Penalty 3214.463061 = -1609779.765368
  nChanged 494
		SP:Iteration 12Q (69955.090000 sec): 3 clusters
  Score: Raw -1613238.529196 + Penalty 3214.463061 = -1610024.066135
  nChanged 396
		SP:Iteration 13Q (69955.330000 sec): 3 clusters
  Score: Raw -1613442.945729 + Penalty 3214.463061 = -1610228.482667
  nChanged 372
		SP:Iteration 14Q (69955.600000 sec): 3 clusters
  Score: Raw -1613636.192249 + Penalty 3214.463061 = -1610421.729188
  nChanged 345
		SP:Iteration 15Q (69955.850000 sec): 3 clusters
  Score: Raw -1613822.098452 + Penalty 3214.463061 = -1610607.635391
  nChanged 310
		SP:Iteration 16Q (69956.080000 sec): 3 clusters
  Score: Raw -1613966.907293 + Penalty 3214.463061 = -1610752.444232
  nChanged 266
		SP:Iteration 17Q (69956.340000 sec): 3 clusters
  Score: Raw -1614078.908786 + Penalty 3214.463061 = -1610864.445724
  nChanged 250
		SP:Iteration 18Q (69956.590000 sec): 3 clusters
  Score: Raw -1614169.804655 + Penalty 3214.463061 = -1610955.341593
  nChanged 214
		SP:Iteration 19Q (69956.840000 sec): 3 clusters
  Score: Raw -1614245.390853 + Penalty 3214.463061 = -1611030.927791
  nChanged 179
		SP:Iteration 20F (69957.090000 sec): 3 clusters
  Score: Raw -1614310.636075 + Penalty 3214.463061 = -1611096.173013
  nChanged 171
		SP:Iteration 21Q (69957.310000 sec): 3 clusters
  Score: Raw -1614362.974976 + Penalty 3214.463061 = -1611148.511914
  nChanged 137
		SP:Iteration 22Q (69957.570000 sec): 3 clusters
  Score: Raw -1614403.328112 + Penalty 3214.463061 = -1611188.865050
  nChanged 126
		SP:Iteration 23Q (69957.790000 sec): 3 clusters
  Score: Raw -1614436.385515 + Penalty 3214.463061 = -1611221.922453
  nChanged 91
		SP:Iteration 24Q (69958.040000 sec): 3 clusters
  Score: Raw -1614461.052359 + Penalty 3214.463061 = -1611246.589297
  nChanged 105
		SP:Iteration 25Q (69958.280000 sec): 3 clusters
  Score: Raw -1614491.116876 + Penalty 3214.463061 = -1611276.653814
  nChanged 100
		SP:Iteration 26Q (69958.540000 sec): 3 clusters
  Score: Raw -1614518.802707 + Penalty 3214.463061 = -1611304.339646
  nChanged 96
		SP:Iteration 27Q (69958.780000 sec): 3 clusters
  Score: Raw -1614543.519795 + Penalty 3214.463061 = -1611329.056733
  nChanged 89
		SP:Iteration 28Q (69959.000000 sec): 3 clusters
  Score: Raw -1614565.457136 + Penalty 3214.463061 = -1611350.994074
  nChanged 84
		SP:Iteration 29Q (69959.240000 sec): 3 clusters
  Score: Raw -1614590.073142 + Penalty 3214.463061 = -1611375.610080
  nChanged 90
		SP:Iteration 30Q (69959.460000 sec): 3 clusters
  Score: Raw -1614623.437089 + Penalty 3214.463061 = -1611408.974027
  nChanged 89
		SP:Iteration 31Q (69959.700000 sec): 3 clusters
  Score: Raw -1614654.371293 + Penalty 3214.463061 = -1611439.908232
  nChanged 88
		SP:Iteration 32Q (69959.920000 sec): 3 clusters
  Score: Raw -1614684.749256 + Penalty 3214.463061 = -1611470.286195
  nChanged 95
		SP:Iteration 33Q (69960.160000 sec): 3 clusters
  Score: Raw -1614712.663007 + Penalty 3214.463061 = -1611498.199946
  nChanged 83
		SP:Iteration 34Q (69960.380000 sec): 3 clusters
  Score: Raw -1614738.985011 + Penalty 3214.463061 = -1611524.521949
  nChanged 75
		SP:Iteration 35Q (69960.610000 sec): 3 clusters
  Score: Raw -1614763.416869 + Penalty 3214.463061 = -1611548.953807
  nChanged 80
		SP:Iteration 36Q (69960.860000 sec): 3 clusters
  Score: Raw -1614784.481860 + Penalty 3214.463061 = -1611570.018799
  nChanged 58
		SP:Iteration 37Q (69961.090000 sec): 3 clusters
  Score: Raw -1614796.177373 + Penalty 3214.463061 = -1611581.714312
  nChanged 35
		SP:Iteration 38Q (69961.310000 sec): 3 clusters
  Score: Raw -1614802.856570 + Penalty 3214.463061 = -1611588.393508
  nChanged 34
		SP:Iteration 39Q (69961.540000 sec): 3 clusters
  Score: Raw -1614809.679089 + Penalty 3214.463061 = -1611595.216028
  nChanged 30
		SP:Iteration 40F (69961.780000 sec): 3 clusters
  Score: Raw -1614816.159518 + Penalty 3214.463061 = -1611601.696457
  nChanged 43
		SP:Iteration 41Q (69962.010000 sec): 3 clusters
  Score: Raw -1614828.574089 + Penalty 3214.463061 = -1611614.111027
  nChanged 51
		SP:Iteration 42Q (69962.230000 sec): 3 clusters
  Score: Raw -1614841.093458 + Penalty 3214.463061 = -1611626.630397
  nChanged 49
		SP:Iteration 43Q (69962.460000 sec): 3 clusters
  Score: Raw -1614854.687969 + Penalty 3214.463061 = -1611640.224908
  nChanged 47
		SP:Iteration 44Q (69962.710000 sec): 3 clusters
  Score: Raw -1614867.416803 + Penalty 3214.463061 = -1611652.953741
  nChanged 42
		SP:Iteration 45Q (69962.940000 sec): 3 clusters
  Score: Raw -1614877.177601 + Penalty 3214.463061 = -1611662.714539
  nChanged 41
		SP:Iteration 46Q (69963.160000 sec): 3 clusters
  Score: Raw -1614887.163927 + Penalty 3214.463061 = -1611672.700865
  nChanged 39
		SP:Iteration 47Q (69963.400000 sec): 3 clusters
  Score: Raw -1614897.511508 + Penalty 3214.463061 = -1611683.048447
  nChanged 44
		SP:Iteration 48Q (69963.640000 sec): 3 clusters
  Score: Raw -1614907.212956 + Penalty 3214.463061 = -1611692.749894
  nChanged 45
		SP:Iteration 49Q (69963.910000 sec): 3 clusters
  Score: Raw -1614918.127914 + Penalty 3214.463061 = -1611703.664853
  nChanged 39
		SP:Iteration 50Q (69964.140000 sec): 3 clusters
  Score: Raw -1614927.030265 + Penalty 3214.463061 = -1611712.567204
  nChanged 33
		SP:Iteration 51Q (69964.390000 sec): 3 clusters
  Score: Raw -1614933.974857 + Penalty 3214.463061 = -1611719.511796
  nChanged 21
		SP:Iteration 52Q (69964.620000 sec): 3 clusters
  Score: Raw -1614939.068871 + Penalty 3214.463061 = -1611724.605810
  nChanged 23
		SP:Iteration 53Q (69964.860000 sec): 3 clusters
  Score: Raw -1614944.105589 + Penalty 3214.463061 = -1611729.642528
  nChanged 19
		SP:Iteration 54Q (69965.090000 sec): 3 clusters
  Score: Raw -1614949.086856 + Penalty 3214.463061 = -1611734.623794
  nChanged 16
		SP:Iteration 55Q (69965.310000 sec): 3 clusters
  Score: Raw -1614952.725492 + Penalty 3214.463061 = -1611738.262431
  nChanged 14
		SP:Iteration 56Q (69965.540000 sec): 3 clusters
  Score: Raw -1614955.653110 + Penalty 3214.463061 = -1611741.190048
  nChanged 14
		SP:Iteration 57Q (69965.790000 sec): 3 clusters
  Score: Raw -1614958.218187 + Penalty 3214.463061 = -1611743.755126
  nChanged 18
		SP:Iteration 58Q (69966.020000 sec): 3 clusters
  Score: Raw -1614962.416749 + Penalty 3214.463061 = -1611747.953687
  nChanged 19
		SP:Iteration 59Q (69966.240000 sec): 3 clusters
  Score: Raw -1614965.987900 + Penalty 3214.463061 = -1611751.524838
  nChanged 15
		SP:Iteration 60F (69966.480000 sec): 3 clusters
  Score: Raw -1614968.318128 + Penalty 3214.463061 = -1611753.855066
  nChanged 15
		SP:Iteration 61Q (69966.700000 sec): 3 clusters
  Score: Raw -1614971.019935 + Penalty 3214.463061 = -1611756.556874
  nChanged 9
		SP:Iteration 62Q (69966.930000 sec): 3 clusters
  Score: Raw -1614972.578034 + Penalty 3214.463061 = -1611758.114973
  nChanged 9
		SP:Iteration 63Q (69967.180000 sec): 3 clusters
  Score: Raw -1614974.391562 + Penalty 3214.463061 = -1611759.928501
  nChanged 8
		SP:Iteration 64Q (69967.410000 sec): 3 clusters
  Score: Raw -1614976.428268 + Penalty 3214.463061 = -1611761.965207
  nChanged 12
		SP:Iteration 65Q (69967.630000 sec): 3 clusters
  Score: Raw -1614978.362000 + Penalty 3214.463061 = -1611763.898939
  nChanged 3
		SP:Iteration 66Q (69967.860000 sec): 3 clusters
  Score: Raw -1614978.854832 + Penalty 3214.463061 = -1611764.391770
  nChanged 5
		SP:Iteration 67Q (69968.100000 sec): 3 clusters
  Score: Raw -1614979.376416 + Penalty 3214.463061 = -1611764.913354
  nChanged 1
		SP:Iteration 68Q (69968.340000 sec): 3 clusters
  Score: Raw -1614979.526671 + Penalty 3214.463061 = -1611765.063610
  nChanged 0
		SP:Iteration 69F (69968.600000 sec): 3 clusters
  Score: Raw -1614979.526671 + Penalty 3214.463061 = -1611765.063610
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 11 (2965 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (69968.670000 sec): 2 clusters
  Score: Raw -248848.374319 + Penalty 1299.127751 = -247549.246568
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (69968.740000 sec): 3 clusters
  Score: Raw -247464.647798 + Penalty 2598.255501 = -244866.392296
  nChanged 1103
		SP:Iteration 1F (69968.820000 sec): 3 clusters
  Score: Raw -248277.223680 + Penalty 2598.255501 = -245678.968179
  nChanged 308
		SP:Iteration 2F (69968.880000 sec): 3 clusters
  Score: Raw -248662.233980 + Penalty 2598.255501 = -246063.978478
  nChanged 259
		SP:Iteration 3F (69968.940000 sec): 3 clusters
  Score: Raw -249085.440357 + Penalty 2598.255501 = -246487.184856
  nChanged 254
		SP:Iteration 4F (69968.990000 sec): 3 clusters
  Score: Raw -249546.479030 + Penalty 2598.255501 = -246948.223529
  nChanged 221
		SP:Iteration 5F (69969.050000 sec): 3 clusters
  Score: Raw -249952.574917 + Penalty 2598.255501 = -247354.319416
  nChanged 145
		SP:Iteration 6Q (69969.110000 sec): 3 clusters
  Score: Raw -250197.704256 + Penalty 2598.255501 = -247599.448755
  nChanged 95
		SP:Iteration 7Q (69969.160000 sec): 3 clusters
  Score: Raw -250307.307066 + Penalty 2598.255501 = -247709.051565
  nChanged 49
		SP:Iteration 8Q (69969.220000 sec): 3 clusters
  Score: Raw -250345.878552 + Penalty 2598.255501 = -247747.623051
  nChanged 24
		SP:Iteration 9Q (69969.270000 sec): 3 clusters
  Score: Raw -250364.140408 + Penalty 2598.255501 = -247765.884906
  nChanged 14
		SP:Iteration 10Q (69969.330000 sec): 3 clusters
  Score: Raw -250372.660994 + Penalty 2598.255501 = -247774.405492
  nChanged 10
		SP:Iteration 11Q (69969.380000 sec): 3 clusters
  Score: Raw -250377.459985 + Penalty 2598.255501 = -247779.204484
  nChanged 2
		SP:Iteration 12Q (69969.440000 sec): 3 clusters
  Score: Raw -250378.445765 + Penalty 2598.255501 = -247780.190264
  nChanged 2
		SP:Iteration 13Q (69969.490000 sec): 3 clusters
  Score: Raw -250379.297320 + Penalty 2598.255501 = -247781.041819
  nChanged 0
		SP:Iteration 14F (69969.550000 sec): 3 clusters
  Score: Raw -250379.297320 + Penalty 2598.255501 = -247781.041819
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 96.
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 12 (10757 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (69969.680000 sec): 2 clusters
  Score: Raw -955258.166024 + Penalty 1508.538197 = -953749.627826
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (69969.870000 sec): 3 clusters
  Score: Raw -949163.638498 + Penalty 3017.076395 = -946146.562103
  nChanged 4628
		SP:Iteration 1F (69970.020000 sec): 3 clusters
  Score: Raw -951792.885156 + Penalty 3017.076395 = -948775.808761
  nChanged 810
		SP:Iteration 2F (69970.180000 sec): 3 clusters
  Score: Raw -952386.871616 + Penalty 3017.076395 = -949369.795221
  nChanged 902
		SP:Iteration 3F (69970.350000 sec): 3 clusters
  Score: Raw -953166.996682 + Penalty 3017.076395 = -950149.920287
  nChanged 935
		SP:Iteration 4F (69970.510000 sec): 3 clusters
  Score: Raw -953998.956353 + Penalty 3017.076395 = -950981.879958
  nChanged 835
		SP:Iteration 5F (69970.680000 sec): 3 clusters
  Score: Raw -954635.708687 + Penalty 3017.076395 = -951618.632292
  nChanged 574
		SP:Iteration 6F (69970.830000 sec): 3 clusters
  Score: Raw -954991.834109 + Penalty 3017.076395 = -951974.757714
  nChanged 436
		SP:Iteration 7Q (69971.010000 sec): 3 clusters
  Score: Raw -955194.583256 + Penalty 3017.076395 = -952177.506861
  nChanged 278
		SP:Iteration 8Q (69971.180000 sec): 3 clusters
  Score: Raw -955310.264028 + Penalty 3017.076395 = -952293.187633
  nChanged 206
		SP:Iteration 9Q (69971.350000 sec): 3 clusters
  Score: Raw -955383.414271 + Penalty 3017.076395 = -952366.337876
  nChanged 176
		SP:Iteration 10Q (69971.540000 sec): 3 clusters
  Score: Raw -955450.422973 + Penalty 3017.076395 = -952433.346579
  nChanged 169
		SP:Iteration 11Q (69971.700000 sec): 3 clusters
  Score: Raw -955507.735051 + Penalty 3017.076395 = -952490.658656
  nChanged 150
		SP:Iteration 12Q (69971.860000 sec): 3 clusters
  Score: Raw -955555.380395 + Penalty 3017.076395 = -952538.304000
  nChanged 131
		SP:Iteration 13Q (69972.010000 sec): 3 clusters
  Score: Raw -955596.780531 + Penalty 3017.076395 = -952579.704136
  nChanged 136
		SP:Iteration 14Q (69972.190000 sec): 3 clusters
  Score: Raw -955641.040403 + Penalty 3017.076395 = -952623.964008
  nChanged 135
		SP:Iteration 15Q (69972.350000 sec): 3 clusters
  Score: Raw -955682.702504 + Penalty 3017.076395 = -952665.626109
  nChanged 125
		SP:Iteration 16Q (69972.530000 sec): 3 clusters
  Score: Raw -955722.812961 + Penalty 3017.076395 = -952705.736566
  nChanged 128
		SP:Iteration 17Q (69972.690000 sec): 3 clusters
  Score: Raw -955762.574064 + Penalty 3017.076395 = -952745.497669
  nChanged 151
		SP:Iteration 18Q (69972.860000 sec): 3 clusters
  Score: Raw -955807.775370 + Penalty 3017.076395 = -952790.698975
  nChanged 134
		SP:Iteration 19Q (69973.030000 sec): 3 clusters
  Score: Raw -955844.013046 + Penalty 3017.076395 = -952826.936651
  nChanged 143
		SP:Iteration 20F (69973.190000 sec): 3 clusters
  Score: Raw -955882.710702 + Penalty 3017.076395 = -952865.634307
  nChanged 156
		SP:Iteration 21Q (69973.380000 sec): 3 clusters
  Score: Raw -955928.786741 + Penalty 3017.076395 = -952911.710346
  nChanged 148
		SP:Iteration 22Q (69973.530000 sec): 3 clusters
  Score: Raw -955971.455912 + Penalty 3017.076395 = -952954.379517
  nChanged 157
		SP:Iteration 23Q (69973.690000 sec): 3 clusters
  Score: Raw -956012.242041 + Penalty 3017.076395 = -952995.165646
  nChanged 145
		SP:Iteration 24Q (69973.850000 sec): 3 clusters
  Score: Raw -956050.680249 + Penalty 3017.076395 = -953033.603854
  nChanged 140
		SP:Iteration 25Q (69974.020000 sec): 3 clusters
  Score: Raw -956086.225451 + Penalty 3017.076395 = -953069.149056
  nChanged 130
		SP:Iteration 26Q (69974.180000 sec): 3 clusters
  Score: Raw -956120.214128 + Penalty 3017.076395 = -953103.137733
  nChanged 111
		SP:Iteration 27Q (69974.350000 sec): 3 clusters
  Score: Raw -956146.351201 + Penalty 3017.076395 = -953129.274806
  nChanged 108
		SP:Iteration 28Q (69974.540000 sec): 3 clusters
  Score: Raw -956170.649199 + Penalty 3017.076395 = -953153.572805
  nChanged 89
		SP:Iteration 29Q (69974.690000 sec): 3 clusters
  Score: Raw -956189.294282 + Penalty 3017.076395 = -953172.217887
  nChanged 86
		SP:Iteration 30Q (69974.850000 sec): 3 clusters
  Score: Raw -956207.210365 + Penalty 3017.076395 = -953190.133970
  nChanged 80
		SP:Iteration 31Q (69975.000000 sec): 3 clusters
  Score: Raw -956224.894899 + Penalty 3017.076395 = -953207.818504
  nChanged 81
		SP:Iteration 32Q (69975.170000 sec): 3 clusters
  Score: Raw -956242.496165 + Penalty 3017.076395 = -953225.419770
  nChanged 75
		SP:Iteration 33Q (69975.330000 sec): 3 clusters
  Score: Raw -956259.577848 + Penalty 3017.076395 = -953242.501453
  nChanged 75
		SP:Iteration 34Q (69975.500000 sec): 3 clusters
  Score: Raw -956278.286358 + Penalty 3017.076395 = -953261.209963
  nChanged 81
		SP:Iteration 35Q (69975.690000 sec): 3 clusters
  Score: Raw -956298.715744 + Penalty 3017.076395 = -953281.639349
  nChanged 72
		SP:Iteration 36Q (69975.840000 sec): 3 clusters
  Score: Raw -956316.764962 + Penalty 3017.076395 = -953299.688567
  nChanged 73
		SP:Iteration 37Q (69976.000000 sec): 3 clusters
  Score: Raw -956333.022375 + Penalty 3017.076395 = -953315.945980
  nChanged 58
		SP:Iteration 38Q (69976.140000 sec): 3 clusters
  Score: Raw -956345.695239 + Penalty 3017.076395 = -953328.618844
  nChanged 57
		SP:Iteration 39Q (69976.310000 sec): 3 clusters
  Score: Raw -956359.173331 + Penalty 3017.076395 = -953342.096936
  nChanged 49
		SP:Iteration 40F (69976.480000 sec): 3 clusters
  Score: Raw -956369.484717 + Penalty 3017.076395 = -953352.408322
  nChanged 37
		SP:Iteration 41Q (69976.630000 sec): 3 clusters
  Score: Raw -956375.840165 + Penalty 3017.076395 = -953358.763770
  nChanged 34
		SP:Iteration 42Q (69976.810000 sec): 3 clusters
  Score: Raw -956381.360521 + Penalty 3017.076395 = -953364.284126
  nChanged 33
		SP:Iteration 43Q (69976.960000 sec): 3 clusters
  Score: Raw -956386.905281 + Penalty 3017.076395 = -953369.828886
  nChanged 30
		SP:Iteration 44Q (69977.130000 sec): 3 clusters
  Score: Raw -956391.227730 + Penalty 3017.076395 = -953374.151335
  nChanged 24
		SP:Iteration 45Q (69977.290000 sec): 3 clusters
  Score: Raw -956394.892252 + Penalty 3017.076395 = -953377.815857
  nChanged 24
		SP:Iteration 46Q (69977.440000 sec): 3 clusters
  Score: Raw -956398.826343 + Penalty 3017.076395 = -953381.749948
  nChanged 27
		SP:Iteration 47Q (69977.620000 sec): 3 clusters
  Score: Raw -956403.049839 + Penalty 3017.076395 = -953385.973445
  nChanged 24
		SP:Iteration 48Q (69977.780000 sec): 3 clusters
  Score: Raw -956407.296115 + Penalty 3017.076395 = -953390.219720
  nChanged 28
		SP:Iteration 49Q (69977.940000 sec): 3 clusters
  Score: Raw -956412.377217 + Penalty 3017.076395 = -953395.300822
  nChanged 27
		SP:Iteration 50Q (69978.110000 sec): 3 clusters
  Score: Raw -956417.268203 + Penalty 3017.076395 = -953400.191808
  nChanged 24
		SP:Iteration 51Q (69978.260000 sec): 3 clusters
  Score: Raw -956421.014866 + Penalty 3017.076395 = -953403.938471
  nChanged 19
		SP:Iteration 52Q (69978.440000 sec): 3 clusters
  Score: Raw -956423.807615 + Penalty 3017.076395 = -953406.731220
  nChanged 15
		SP:Iteration 53Q (69978.590000 sec): 3 clusters
  Score: Raw -956426.068222 + Penalty 3017.076395 = -953408.991827
  nChanged 16
		SP:Iteration 54Q (69978.760000 sec): 3 clusters
  Score: Raw -956428.214850 + Penalty 3017.076395 = -953411.138455
  nChanged 13
		SP:Iteration 55Q (69978.920000 sec): 3 clusters
  Score: Raw -956430.120236 + Penalty 3017.076395 = -953413.043841
  nChanged 13
		SP:Iteration 56Q (69979.070000 sec): 3 clusters
  Score: Raw -956432.016247 + Penalty 3017.076395 = -953414.939852
  nChanged 13
		SP:Iteration 57Q (69979.250000 sec): 3 clusters
  Score: Raw -956433.775889 + Penalty 3017.076395 = -953416.699494
  nChanged 16
		SP:Iteration 58Q (69979.400000 sec): 3 clusters
  Score: Raw -956436.834663 + Penalty 3017.076395 = -953419.758268
  nChanged 14
		SP:Iteration 59Q (69979.570000 sec): 3 clusters
  Score: Raw -956439.661197 + Penalty 3017.076395 = -953422.584802
  nChanged 17
		SP:Iteration 60F (69979.740000 sec): 3 clusters
  Score: Raw -956443.792997 + Penalty 3017.076395 = -953426.716602
  nChanged 17
		SP:Iteration 61Q (69979.880000 sec): 3 clusters
  Score: Raw -956447.138759 + Penalty 3017.076395 = -953430.062364
  nChanged 17
		SP:Iteration 62Q (69980.070000 sec): 3 clusters
  Score: Raw -956449.760871 + Penalty 3017.076395 = -953432.684476
  nChanged 13
		SP:Iteration 63Q (69980.220000 sec): 3 clusters
  Score: Raw -956451.901212 + Penalty 3017.076395 = -953434.824817
  nChanged 7
		SP:Iteration 64Q (69980.380000 sec): 3 clusters
  Score: Raw -956452.959155 + Penalty 3017.076395 = -953435.882760
  nChanged 8
		SP:Iteration 65Q (69980.550000 sec): 3 clusters
  Score: Raw -956454.628629 + Penalty 3017.076395 = -953437.552234
  nChanged 7
		SP:Iteration 66Q (69980.700000 sec): 3 clusters
  Score: Raw -956455.782454 + Penalty 3017.076395 = -953438.706059
  nChanged 7
		SP:Iteration 67Q (69980.880000 sec): 3 clusters
  Score: Raw -956457.238564 + Penalty 3017.076395 = -953440.162169
  nChanged 7
		SP:Iteration 68Q (69981.030000 sec): 3 clusters
  Score: Raw -956458.786609 + Penalty 3017.076395 = -953441.710215
  nChanged 14
		SP:Iteration 69Q (69981.200000 sec): 3 clusters
  Score: Raw -956461.778426 + Penalty 3017.076395 = -953444.702031
  nChanged 19
		SP:Iteration 70Q (69981.380000 sec): 3 clusters
  Score: Raw -956464.876688 + Penalty 3017.076395 = -953447.800293
  nChanged 16
		SP:Iteration 71Q (69981.530000 sec): 3 clusters
  Score: Raw -956466.999406 + Penalty 3017.076395 = -953449.923011
  nChanged 10
		SP:Iteration 72Q (69981.680000 sec): 3 clusters
  Score: Raw -956468.470123 + Penalty 3017.076395 = -953451.393728
  nChanged 4
		SP:Iteration 73Q (69981.830000 sec): 3 clusters
  Score: Raw -956468.846444 + Penalty 3017.076395 = -953451.770049
  nChanged 5
		SP:Iteration 74Q (69981.990000 sec): 3 clusters
  Score: Raw -956469.535894 + Penalty 3017.076395 = -953452.459499
  nChanged 7
		SP:Iteration 75Q (69982.180000 sec): 3 clusters
  Score: Raw -956470.477471 + Penalty 3017.076395 = -953453.401076
  nChanged 7
		SP:Iteration 76Q (69982.320000 sec): 3 clusters
  Score: Raw -956471.590232 + Penalty 3017.076395 = -953454.513837
  nChanged 8
		SP:Iteration 77Q (69982.470000 sec): 3 clusters
  Score: Raw -956472.798692 + Penalty 3017.076395 = -953455.722297
  nChanged 8
		SP:Iteration 78Q (69982.620000 sec): 3 clusters
  Score: Raw -956473.837293 + Penalty 3017.076395 = -953456.760898
  nChanged 3
		SP:Iteration 79Q (69982.780000 sec): 3 clusters
  Score: Raw -956474.226447 + Penalty 3017.076395 = -953457.150053
  nChanged 3
		SP:Iteration 80F (69982.970000 sec): 3 clusters
  Score: Raw -956474.626213 + Penalty 3017.076395 = -953457.549818
  nChanged 3
		SP:Iteration 81Q (69983.120000 sec): 3 clusters
  Score: Raw -956475.048269 + Penalty 3017.076395 = -953457.971874
  nChanged 2
		SP:Iteration 82Q (69983.290000 sec): 3 clusters
  Score: Raw -956475.326100 + Penalty 3017.076395 = -953458.249705
  nChanged 1
		SP:Iteration 83Q (69983.440000 sec): 3 clusters
  Score: Raw -956475.501369 + Penalty 3017.076395 = -953458.424974
  nChanged 3
		SP:Iteration 84Q (69983.600000 sec): 3 clusters
  Score: Raw -956475.880597 + Penalty 3017.076395 = -953458.804202
  nChanged 3
		SP:Iteration 85Q (69983.760000 sec): 3 clusters
  Score: Raw -956476.240802 + Penalty 3017.076395 = -953459.164407
  nChanged 3
		SP:Iteration 86Q (69983.920000 sec): 3 clusters
  Score: Raw -956476.518159 + Penalty 3017.076395 = -953459.441764
  nChanged 1
		SP:Iteration 87Q (69984.110000 sec): 3 clusters
  Score: Raw -956476.730078 + Penalty 3017.076395 = -953459.653683
  nChanged 1
		SP:Iteration 88Q (69984.260000 sec): 3 clusters
  Score: Raw -956476.871214 + Penalty 3017.076395 = -953459.794819
  nChanged 1
		SP:Iteration 89Q (69984.430000 sec): 3 clusters
  Score: Raw -956476.971406 + Penalty 3017.076395 = -953459.895011
  nChanged 1
		SP:Iteration 90Q (69984.580000 sec): 3 clusters
  Score: Raw -956477.031824 + Penalty 3017.076395 = -953459.955429
  nChanged 1
		SP:Iteration 91Q (69984.740000 sec): 3 clusters
  Score: Raw -956477.107552 + Penalty 3017.076395 = -953460.031157
  nChanged 1
		SP:Iteration 92Q (69984.930000 sec): 3 clusters
  Score: Raw -956477.163142 + Penalty 3017.076395 = -953460.086747
  nChanged 1
		SP:Iteration 93Q (69985.080000 sec): 3 clusters
  Score: Raw -956477.234397 + Penalty 3017.076395 = -953460.158002
  nChanged 0
		SP:Iteration 94F (69985.250000 sec): 3 clusters
  Score: Raw -956477.234397 + Penalty 3017.076395 = -953460.158002
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 13 (4659 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (69985.340000 sec): 2 clusters
  Score: Raw -446203.919671 + Penalty 1372.565368 = -444831.354303
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (69985.430000 sec): 3 clusters
  Score: Raw -443883.630306 + Penalty 2745.130736 = -441138.499569
  nChanged 1812
		SP:Iteration 1F (69985.520000 sec): 3 clusters
  Score: Raw -444894.361804 + Penalty 2745.130736 = -442149.231068
  nChanged 295
		SP:Iteration 2F (69985.610000 sec): 3 clusters
  Score: Raw -445056.438837 + Penalty 2745.130736 = -442311.308101
  nChanged 242
		SP:Iteration 3F (69985.690000 sec): 3 clusters
  Score: Raw -445186.345856 + Penalty 2745.130736 = -442441.215119
  nChanged 175
		SP:Iteration 4Q (69985.780000 sec): 3 clusters
  Score: Raw -445291.706470 + Penalty 2745.130736 = -442546.575734
  nChanged 164
		SP:Iteration 5Q (69985.870000 sec): 3 clusters
  Score: Raw -445417.796351 + Penalty 2745.130736 = -442672.665614
  nChanged 177
		SP:Iteration 6Q (69985.960000 sec): 3 clusters
  Score: Raw -445553.803372 + Penalty 2745.130736 = -442808.672635
  nChanged 188
		SP:Iteration 7Q (69986.050000 sec): 3 clusters
  Score: Raw -445694.002228 + Penalty 2745.130736 = -442948.871492
  nChanged 190
		SP:Iteration 8Q (69986.140000 sec): 3 clusters
  Score: Raw -445824.537882 + Penalty 2745.130736 = -443079.407146
  nChanged 175
		SP:Iteration 9Q (69986.220000 sec): 3 clusters
  Score: Raw -445931.888195 + Penalty 2745.130736 = -443186.757459
  nChanged 148
		SP:Iteration 10Q (69986.310000 sec): 3 clusters
  Score: Raw -446005.383931 + Penalty 2745.130736 = -443260.253195
  nChanged 106
		SP:Iteration 11Q (69986.400000 sec): 3 clusters
  Score: Raw -446051.181279 + Penalty 2745.130736 = -443306.050542
  nChanged 74
		SP:Iteration 12Q (69986.490000 sec): 3 clusters
  Score: Raw -446082.601931 + Penalty 2745.130736 = -443337.471194
  nChanged 77
		SP:Iteration 13Q (69986.580000 sec): 3 clusters
  Score: Raw -446121.584254 + Penalty 2745.130736 = -443376.453517
  nChanged 95
		SP:Iteration 14Q (69986.660000 sec): 3 clusters
  Score: Raw -446166.907924 + Penalty 2745.130736 = -443421.777188
  nChanged 85
		SP:Iteration 15Q (69986.750000 sec): 3 clusters
  Score: Raw -446204.386190 + Penalty 2745.130736 = -443459.255453
  nChanged 68
		SP:Iteration 16Q (69986.840000 sec): 3 clusters
  Score: Raw -446230.352820 + Penalty 2745.130736 = -443485.222083
  nChanged 67
		SP:Iteration 17Q (69986.920000 sec): 3 clusters
  Score: Raw -446254.547512 + Penalty 2745.130736 = -443509.416776
  nChanged 50
		SP:Iteration 18Q (69987.010000 sec): 3 clusters
  Score: Raw -446270.645260 + Penalty 2745.130736 = -443525.514524
  nChanged 31
		SP:Iteration 19Q (69987.100000 sec): 3 clusters
  Score: Raw -446279.658838 + Penalty 2745.130736 = -443534.528102
  nChanged 28
		SP:Iteration 20F (69987.180000 sec): 3 clusters
  Score: Raw -446288.313176 + Penalty 2745.130736 = -443543.182440
  nChanged 24
		SP:Iteration 21Q (69987.270000 sec): 3 clusters
  Score: Raw -446294.616272 + Penalty 2745.130736 = -443549.485535
  nChanged 20
		SP:Iteration 22Q (69987.360000 sec): 3 clusters
  Score: Raw -446299.921361 + Penalty 2745.130736 = -443554.790624
  nChanged 12
		SP:Iteration 23Q (69987.440000 sec): 3 clusters
  Score: Raw -446302.639785 + Penalty 2745.130736 = -443557.509048
  nChanged 5
		SP:Iteration 24Q (69987.530000 sec): 3 clusters
  Score: Raw -446303.801995 + Penalty 2745.130736 = -443558.671258
  nChanged 6
		SP:Iteration 25Q (69987.620000 sec): 3 clusters
  Score: Raw -446305.303346 + Penalty 2745.130736 = -443560.172609
  nChanged 9
		SP:Iteration 26Q (69987.700000 sec): 3 clusters
  Score: Raw -446307.527884 + Penalty 2745.130736 = -443562.397148
  nChanged 9
		SP:Iteration 27Q (69987.790000 sec): 3 clusters
  Score: Raw -446309.281650 + Penalty 2745.130736 = -443564.150914
  nChanged 5
		SP:Iteration 28Q (69987.880000 sec): 3 clusters
  Score: Raw -446310.235571 + Penalty 2745.130736 = -443565.104834
  nChanged 4
		SP:Iteration 29Q (69987.960000 sec): 3 clusters
  Score: Raw -446310.882129 + Penalty 2745.130736 = -443565.751392
  nChanged 6
		SP:Iteration 30Q (69988.050000 sec): 3 clusters
  Score: Raw -446312.886626 + Penalty 2745.130736 = -443567.755889
  nChanged 5
		SP:Iteration 31Q (69988.140000 sec): 3 clusters
  Score: Raw -446314.043169 + Penalty 2745.130736 = -443568.912432
  nChanged 5
		SP:Iteration 32Q (69988.230000 sec): 3 clusters
  Score: Raw -446315.202383 + Penalty 2745.130736 = -443570.071647
  nChanged 4
		SP:Iteration 33Q (69988.320000 sec): 3 clusters
  Score: Raw -446315.958691 + Penalty 2745.130736 = -443570.827954
  nChanged 5
		SP:Iteration 34Q (69988.400000 sec): 3 clusters
  Score: Raw -446317.378912 + Penalty 2745.130736 = -443572.248176
  nChanged 8
		SP:Iteration 35Q (69988.490000 sec): 3 clusters
  Score: Raw -446319.976125 + Penalty 2745.130736 = -443574.845389
  nChanged 12
		SP:Iteration 36Q (69988.580000 sec): 3 clusters
  Score: Raw -446323.249220 + Penalty 2745.130736 = -443578.118484
  nChanged 16
		SP:Iteration 37Q (69988.660000 sec): 3 clusters
  Score: Raw -446327.272690 + Penalty 2745.130736 = -443582.141954
  nChanged 15
		SP:Iteration 38Q (69988.750000 sec): 3 clusters
  Score: Raw -446331.316665 + Penalty 2745.130736 = -443586.185929
  nChanged 14
		SP:Iteration 39Q (69988.840000 sec): 3 clusters
  Score: Raw -446335.038123 + Penalty 2745.130736 = -443589.907387
  nChanged 13
		SP:Iteration 40F (69988.920000 sec): 3 clusters
  Score: Raw -446338.749449 + Penalty 2745.130736 = -443593.618713
  nChanged 9
		SP:Iteration 41Q (69989.010000 sec): 3 clusters
  Score: Raw -446340.653608 + Penalty 2745.130736 = -443595.522872
  nChanged 7
		SP:Iteration 42Q (69989.100000 sec): 3 clusters
  Score: Raw -446341.888874 + Penalty 2745.130736 = -443596.758138
  nChanged 2
		SP:Iteration 43Q (69989.180000 sec): 3 clusters
  Score: Raw -446342.138852 + Penalty 2745.130736 = -443597.008116
  nChanged 1
		SP:Iteration 44Q (69989.270000 sec): 3 clusters
  Score: Raw -446342.273505 + Penalty 2745.130736 = -443597.142769
  nChanged 0
		SP:Iteration 45F (69989.360000 sec): 3 clusters
  Score: Raw -446342.273505 + Penalty 2745.130736 = -443597.142769
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 14 (3240 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (69989.430000 sec): 2 clusters
  Score: Raw -268898.375718 + Penalty 1313.540899 = -267584.834819
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (69989.490000 sec): 3 clusters
  Score: Raw -267330.246648 + Penalty 2627.081798 = -264703.164850
  nChanged 1227
		SP:Iteration 1F (69989.550000 sec): 3 clusters
  Score: Raw -268194.457065 + Penalty 2627.081798 = -265567.375267
  nChanged 291
		SP:Iteration 2F (69989.610000 sec): 3 clusters
  Score: Raw -268463.330122 + Penalty 2627.081798 = -265836.248324
  nChanged 224
		SP:Iteration 3F (69989.670000 sec): 3 clusters
  Score: Raw -268657.588023 + Penalty 2627.081798 = -266030.506225
  nChanged 182
		SP:Iteration 4F (69989.730000 sec): 3 clusters
  Score: Raw -268796.897601 + Penalty 2627.081798 = -266169.815803
  nChanged 156
		SP:Iteration 5Q (69989.790000 sec): 3 clusters
  Score: Raw -268917.409385 + Penalty 2627.081798 = -266290.327587
  nChanged 134
		SP:Iteration 6Q (69989.860000 sec): 3 clusters
  Score: Raw -269031.457504 + Penalty 2627.081798 = -266404.375706
  nChanged 111
		SP:Iteration 7Q (69989.920000 sec): 3 clusters
  Score: Raw -269123.375026 + Penalty 2627.081798 = -266496.293228
  nChanged 111
		SP:Iteration 8Q (69989.980000 sec): 3 clusters
  Score: Raw -269220.772216 + Penalty 2627.081798 = -266593.690418
  nChanged 100
		SP:Iteration 9Q (69990.040000 sec): 3 clusters
  Score: Raw -269310.456169 + Penalty 2627.081798 = -266683.374371
  nChanged 78
		SP:Iteration 10Q (69990.100000 sec): 3 clusters
  Score: Raw -269365.636272 + Penalty 2627.081798 = -266738.554474
  nChanged 64
		SP:Iteration 11Q (69990.160000 sec): 3 clusters
  Score: Raw -269426.380293 + Penalty 2627.081798 = -266799.298495
  nChanged 68
		SP:Iteration 12Q (69990.220000 sec): 3 clusters
  Score: Raw -269497.881636 + Penalty 2627.081798 = -266870.799838
  nChanged 67
		SP:Iteration 13Q (69990.280000 sec): 3 clusters
  Score: Raw -269596.401141 + Penalty 2627.081798 = -266969.319343
  nChanged 57
		SP:Iteration 14Q (69990.340000 sec): 3 clusters
  Score: Raw -269662.335887 + Penalty 2627.081798 = -267035.254089
  nChanged 42
		SP:Iteration 15Q (69990.400000 sec): 3 clusters
  Score: Raw -269702.270136 + Penalty 2627.081798 = -267075.188338
  nChanged 20
		SP:Iteration 16Q (69990.460000 sec): 3 clusters
  Score: Raw -269723.512935 + Penalty 2627.081798 = -267096.431138
  nChanged 17
		SP:Iteration 17Q (69990.510000 sec): 3 clusters
  Score: Raw -269737.447152 + Penalty 2627.081798 = -267110.365354
  nChanged 15
		SP:Iteration 18Q (69990.570000 sec): 3 clusters
  Score: Raw -269749.480510 + Penalty 2627.081798 = -267122.398712
  nChanged 9
		SP:Iteration 19Q (69990.630000 sec): 3 clusters
  Score: Raw -269757.035948 + Penalty 2627.081798 = -267129.954150
  nChanged 6
		SP:Iteration 20F (69990.690000 sec): 3 clusters
  Score: Raw -269759.647193 + Penalty 2627.081798 = -267132.565395
  nChanged 2
		SP:Iteration 21Q (69990.740000 sec): 3 clusters
  Score: Raw -269760.339410 + Penalty 2627.081798 = -267133.257612
  nChanged 3
		SP:Iteration 22Q (69990.800000 sec): 3 clusters
  Score: Raw -269761.491387 + Penalty 2627.081798 = -267134.409590
  nChanged 1
		SP:Iteration 23Q (69990.860000 sec): 3 clusters
  Score: Raw -269761.878842 + Penalty 2627.081798 = -267134.797045
  nChanged 0
		SP:Iteration 24F (69990.920000 sec): 3 clusters
  Score: Raw -269761.878842 + Penalty 2627.081798 = -267134.797045
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 15 (2165 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (69990.980000 sec): 2 clusters
  Score: Raw -201740.576990 + Penalty 1248.028542 = -200492.548448
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (69991.030000 sec): 3 clusters
  Score: Raw -200765.305615 + Penalty 2496.057083 = -198269.248532
  nChanged 796
		SP:Iteration 1F (69991.070000 sec): 3 clusters
  Score: Raw -201227.096380 + Penalty 2496.057083 = -198731.039297
  nChanged 156
		SP:Iteration 2F (69991.110000 sec): 3 clusters
  Score: Raw -201335.991655 + Penalty 2496.057083 = -198839.934572
  nChanged 110
		SP:Iteration 3F (69991.160000 sec): 3 clusters
  Score: Raw -201406.364939 + Penalty 2496.057083 = -198910.307856
  nChanged 76
		SP:Iteration 4Q (69991.200000 sec): 3 clusters
  Score: Raw -201446.581528 + Penalty 2496.057083 = -198950.524445
  nChanged 61
		SP:Iteration 5Q (69991.240000 sec): 3 clusters
  Score: Raw -201492.204513 + Penalty 2496.057083 = -198996.147429
  nChanged 74
		SP:Iteration 6Q (69991.280000 sec): 3 clusters
  Score: Raw -201546.386914 + Penalty 2496.057083 = -199050.329831
  nChanged 93
		SP:Iteration 7Q (69991.330000 sec): 3 clusters
  Score: Raw -201629.331862 + Penalty 2496.057083 = -199133.274779
  nChanged 77
		SP:Iteration 8Q (69991.370000 sec): 3 clusters
  Score: Raw -201689.075918 + Penalty 2496.057083 = -199193.018835
  nChanged 73
		SP:Iteration 9Q (69991.410000 sec): 3 clusters
  Score: Raw -201733.094386 + Penalty 2496.057083 = -199237.037303
  nChanged 49
		SP:Iteration 10Q (69991.460000 sec): 3 clusters
  Score: Raw -201767.322885 + Penalty 2496.057083 = -199271.265802
  nChanged 52
		SP:Iteration 11Q (69991.500000 sec): 3 clusters
  Score: Raw -201801.446848 + Penalty 2496.057083 = -199305.389765
  nChanged 50
		SP:Iteration 12Q (69991.540000 sec): 3 clusters
  Score: Raw -201830.654005 + Penalty 2496.057083 = -199334.596922
  nChanged 36
		SP:Iteration 13Q (69991.580000 sec): 3 clusters
  Score: Raw -201856.545868 + Penalty 2496.057083 = -199360.488785
  nChanged 53
		SP:Iteration 14Q (69991.630000 sec): 3 clusters
  Score: Raw -201901.236493 + Penalty 2496.057083 = -199405.179410
  nChanged 49
		SP:Iteration 15Q (69991.670000 sec): 3 clusters
  Score: Raw -201932.330773 + Penalty 2496.057083 = -199436.273690
  nChanged 33
		SP:Iteration 16Q (69991.720000 sec): 3 clusters
  Score: Raw -201959.088067 + Penalty 2496.057083 = -199463.030984
  nChanged 32
		SP:Iteration 17Q (69991.760000 sec): 3 clusters
  Score: Raw -201979.247501 + Penalty 2496.057083 = -199483.190418
  nChanged 34
		SP:Iteration 18Q (69991.800000 sec): 3 clusters
  Score: Raw -201997.495938 + Penalty 2496.057083 = -199501.438855
  nChanged 26
		SP:Iteration 19Q (69991.840000 sec): 3 clusters
  Score: Raw -202012.500883 + Penalty 2496.057083 = -199516.443799
  nChanged 14
		SP:Iteration 20F (69991.890000 sec): 3 clusters
  Score: Raw -202023.390182 + Penalty 2496.057083 = -199527.333098
  nChanged 20
		SP:Iteration 21Q (69991.930000 sec): 3 clusters
  Score: Raw -202034.810129 + Penalty 2496.057083 = -199538.753046
  nChanged 11
		SP:Iteration 22Q (69991.970000 sec): 3 clusters
  Score: Raw -202040.375906 + Penalty 2496.057083 = -199544.318823
  nChanged 10
		SP:Iteration 23Q (69992.020000 sec): 3 clusters
  Score: Raw -202045.432041 + Penalty 2496.057083 = -199549.374958
  nChanged 5
		SP:Iteration 24Q (69992.060000 sec): 3 clusters
  Score: Raw -202047.919815 + Penalty 2496.057083 = -199551.862732
  nChanged 6
		SP:Iteration 25Q (69992.100000 sec): 3 clusters
  Score: Raw -202052.254481 + Penalty 2496.057083 = -199556.197398
  nChanged 4
		SP:Iteration 26Q (69992.150000 sec): 3 clusters
  Score: Raw -202054.602806 + Penalty 2496.057083 = -199558.545723
  nChanged 3
		SP:Iteration 27Q (69992.190000 sec): 3 clusters
  Score: Raw -202055.971240 + Penalty 2496.057083 = -199559.914157
  nChanged 3
		SP:Iteration 28Q (69992.230000 sec): 3 clusters
  Score: Raw -202057.116125 + Penalty 2496.057083 = -199561.059042
  nChanged 5
		SP:Iteration 29Q (69992.280000 sec): 3 clusters
  Score: Raw -202059.341567 + Penalty 2496.057083 = -199563.284483
  nChanged 3
		SP:Iteration 30Q (69992.320000 sec): 3 clusters
  Score: Raw -202061.391117 + Penalty 2496.057083 = -199565.334033
  nChanged 4
		SP:Iteration 31Q (69992.360000 sec): 3 clusters
  Score: Raw -202063.810492 + Penalty 2496.057083 = -199567.753409
  nChanged 6
		SP:Iteration 32Q (69992.400000 sec): 3 clusters
  Score: Raw -202067.054201 + Penalty 2496.057083 = -199570.997117
  nChanged 6
		SP:Iteration 33Q (69992.450000 sec): 3 clusters
  Score: Raw -202073.264246 + Penalty 2496.057083 = -199577.207163
  nChanged 8
		SP:Iteration 34Q (69992.490000 sec): 3 clusters
  Score: Raw -202076.319880 + Penalty 2496.057083 = -199580.262797
  nChanged 9
		SP:Iteration 35Q (69992.530000 sec): 3 clusters
  Score: Raw -202081.124675 + Penalty 2496.057083 = -199585.067592
  nChanged 7
		SP:Iteration 36Q (69992.580000 sec): 3 clusters
  Score: Raw -202085.729635 + Penalty 2496.057083 = -199589.672551
  nChanged 4
		SP:Iteration 37Q (69992.620000 sec): 3 clusters
  Score: Raw -202087.762637 + Penalty 2496.057083 = -199591.705554
  nChanged 5
		SP:Iteration 38Q (69992.660000 sec): 3 clusters
  Score: Raw -202091.084341 + Penalty 2496.057083 = -199595.027258
  nChanged 6
		SP:Iteration 39Q (69992.710000 sec): 3 clusters
  Score: Raw -202093.384139 + Penalty 2496.057083 = -199597.327056
  nChanged 3
		SP:Iteration 40F (69992.750000 sec): 3 clusters
  Score: Raw -202094.951165 + Penalty 2496.057083 = -199598.894082
  nChanged 3
		SP:Iteration 41Q (69992.790000 sec): 3 clusters
  Score: Raw -202097.124607 + Penalty 2496.057083 = -199601.067524
  nChanged 6
		SP:Iteration 42Q (69992.840000 sec): 3 clusters
  Score: Raw -202100.110128 + Penalty 2496.057083 = -199604.053045
  nChanged 4
		SP:Iteration 43Q (69992.880000 sec): 3 clusters
  Score: Raw -202102.783043 + Penalty 2496.057083 = -199606.725960
  nChanged 5
		SP:Iteration 44Q (69992.920000 sec): 3 clusters
  Score: Raw -202106.070653 + Penalty 2496.057083 = -199610.013570
  nChanged 2
		SP:Iteration 45Q (69992.960000 sec): 3 clusters
  Score: Raw -202107.708267 + Penalty 2496.057083 = -199611.651184
  nChanged 2
		SP:Iteration 46Q (69993.010000 sec): 3 clusters
  Score: Raw -202109.083415 + Penalty 2496.057083 = -199613.026332
  nChanged 2
		SP:Iteration 47Q (69993.050000 sec): 3 clusters
  Score: Raw -202110.222821 + Penalty 2496.057083 = -199614.165738
  nChanged 2
		SP:Iteration 48Q (69993.090000 sec): 3 clusters
  Score: Raw -202110.676550 + Penalty 2496.057083 = -199614.619466
  nChanged 1
		SP:Iteration 49Q (69993.140000 sec): 3 clusters
  Score: Raw -202111.176299 + Penalty 2496.057083 = -199615.119215
  nChanged 1
		SP:Iteration 50Q (69993.180000 sec): 3 clusters
  Score: Raw -202111.976764 + Penalty 2496.057083 = -199615.919681
  nChanged 1
		SP:Iteration 51Q (69993.220000 sec): 3 clusters
  Score: Raw -202113.517146 + Penalty 2496.057083 = -199617.460063
  nChanged 5
		SP:Iteration 52Q (69993.260000 sec): 3 clusters
  Score: Raw -202117.222884 + Penalty 2496.057083 = -199621.165801
  nChanged 5
		SP:Iteration 53Q (69993.310000 sec): 3 clusters
  Score: Raw -202119.314109 + Penalty 2496.057083 = -199623.257026
  nChanged 1
		SP:Iteration 54Q (69993.350000 sec): 3 clusters
  Score: Raw -202119.763055 + Penalty 2496.057083 = -199623.705972
  nChanged 2
		SP:Iteration 55Q (69993.390000 sec): 3 clusters
  Score: Raw -202120.712293 + Penalty 2496.057083 = -199624.655210
  nChanged 3
		SP:Iteration 56Q (69993.440000 sec): 3 clusters
  Score: Raw -202122.199205 + Penalty 2496.057083 = -199626.142122
  nChanged 2
		SP:Iteration 57Q (69993.480000 sec): 3 clusters
  Score: Raw -202122.792666 + Penalty 2496.057083 = -199626.735582
  nChanged 1
		SP:Iteration 58Q (69993.530000 sec): 3 clusters
  Score: Raw -202123.280317 + Penalty 2496.057083 = -199627.223234
  nChanged 2
		SP:Iteration 59Q (69993.570000 sec): 3 clusters
  Score: Raw -202124.178897 + Penalty 2496.057083 = -199628.121814
  nChanged 2
		SP:Iteration 60F (69993.610000 sec): 3 clusters
  Score: Raw -202125.380143 + Penalty 2496.057083 = -199629.323060
  nChanged 1
		SP:Iteration 61Q (69993.650000 sec): 3 clusters
  Score: Raw -202125.868227 + Penalty 2496.057083 = -199629.811144
  nChanged 1
		SP:Iteration 62Q (69993.700000 sec): 3 clusters
  Score: Raw -202126.452266 + Penalty 2496.057083 = -199630.395183
  nChanged 0
		SP:Iteration 63F (69993.740000 sec): 3 clusters
  Score: Raw -202126.452266 + Penalty 2496.057083 = -199630.395183
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 16 (49467 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (69994.140000 sec): 2 clusters
  Score: Raw -4486693.417527 + Penalty 1756.472422 = -4484936.945105
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (69994.710000 sec): 3 clusters
  Score: Raw -4455292.249987 + Penalty 3512.944844 = -4451779.305142
  nChanged 23234
		SP:Iteration 1F (69995.280000 sec): 3 clusters
  Score: Raw -4468034.157629 + Penalty 3512.944844 = -4464521.212784
  nChanged 1715
		SP:Iteration 2Q (69995.830000 sec): 3 clusters
  Score: Raw -4468461.428029 + Penalty 3512.944844 = -4464948.483185
  nChanged 1805
		SP:Iteration 3Q (69996.410000 sec): 3 clusters
  Score: Raw -4468997.394429 + Penalty 3512.944844 = -4465484.449584
  nChanged 2118
		SP:Iteration 4Q (69997.000000 sec): 3 clusters
  Score: Raw -4469793.346967 + Penalty 3512.944844 = -4466280.402122
  nChanged 2524
		SP:Iteration 5F (69997.580000 sec): 3 clusters
  Score: Raw -4471084.187220 + Penalty 3512.944844 = -4467571.242375
  nChanged 3210
		SP:Iteration 6F (69998.150000 sec): 3 clusters
  Score: Raw -4473009.327700 + Penalty 3512.944844 = -4469496.382856
  nChanged 3396
		SP:Iteration 7F (69998.680000 sec): 3 clusters
  Score: Raw -4475024.002492 + Penalty 3512.944844 = -4471511.057648
  nChanged 3163
		SP:Iteration 8F (69999.260000 sec): 3 clusters
  Score: Raw -4476694.093855 + Penalty 3512.944844 = -4473181.149011
  nChanged 2598
		SP:Iteration 9F (69999.840000 sec): 3 clusters
  Score: Raw -4477818.890939 + Penalty 3512.944844 = -4474305.946094
  nChanged 2007
		SP:Iteration 10Q (70000.390000 sec): 3 clusters
  Score: Raw -4478564.374565 + Penalty 3512.944844 = -4475051.429720
  nChanged 1586
		SP:Iteration 11Q (70000.960000 sec): 3 clusters
  Score: Raw -4479099.747109 + Penalty 3512.944844 = -4475586.802265
  nChanged 1293
		SP:Iteration 12Q (70001.550000 sec): 3 clusters
  Score: Raw -4479515.831230 + Penalty 3512.944844 = -4476002.886385
  nChanged 1089
		SP:Iteration 13Q (70002.150000 sec): 3 clusters
  Score: Raw -4479889.486075 + Penalty 3512.944844 = -4476376.541231
  nChanged 1041
		SP:Iteration 14Q (70002.690000 sec): 3 clusters
  Score: Raw -4480306.420948 + Penalty 3512.944844 = -4476793.476104
  nChanged 1101
		SP:Iteration 15Q (70003.260000 sec): 3 clusters
  Score: Raw -4480811.039770 + Penalty 3512.944844 = -4477298.094926
  nChanged 1143
		SP:Iteration 16Q (70003.840000 sec): 3 clusters
  Score: Raw -4481401.703121 + Penalty 3512.944844 = -4477888.758276
  nChanged 1244
		SP:Iteration 17Q (70004.380000 sec): 3 clusters
  Score: Raw -4482154.925387 + Penalty 3512.944844 = -4478641.980542
  nChanged 1241
		SP:Iteration 18Q (70004.940000 sec): 3 clusters
  Score: Raw -4483026.311183 + Penalty 3512.944844 = -4479513.366339
  nChanged 1154
		SP:Iteration 19Q (70005.460000 sec): 3 clusters
  Score: Raw -4483908.726441 + Penalty 3512.944844 = -4480395.781597
  nChanged 1042
		SP:Iteration 20F (70006.030000 sec): 3 clusters
  Score: Raw -4484809.878668 + Penalty 3512.944844 = -4481296.933823
  nChanged 938
		SP:Iteration 21Q (70006.570000 sec): 3 clusters
  Score: Raw -4485561.628774 + Penalty 3512.944844 = -4482048.683929
  nChanged 837
		SP:Iteration 22Q (70007.070000 sec): 3 clusters
  Score: Raw -4486069.015272 + Penalty 3512.944844 = -4482556.070427
  nChanged 624
		SP:Iteration 23Q (70007.540000 sec): 3 clusters
  Score: Raw -4486301.311432 + Penalty 3512.944844 = -4482788.366587
  nChanged 397
		SP:Iteration 24Q (70008.000000 sec): 3 clusters
  Score: Raw -4486402.628878 + Penalty 3512.944844 = -4482889.684034
  nChanged 246
		SP:Iteration 25Q (70008.490000 sec): 3 clusters
  Score: Raw -4486456.149601 + Penalty 3512.944844 = -4482943.204756
  nChanged 173
		SP:Iteration 26Q (70008.950000 sec): 3 clusters
  Score: Raw -4486485.175423 + Penalty 3512.944844 = -4482972.230578
  nChanged 110
		SP:Iteration 27Q (70009.420000 sec): 3 clusters
  Score: Raw -4486500.627151 + Penalty 3512.944844 = -4482987.682306
  nChanged 87
		SP:Iteration 28Q (70009.900000 sec): 3 clusters
  Score: Raw -4486511.628273 + Penalty 3512.944844 = -4482998.683429
  nChanged 71
		SP:Iteration 29Q (70010.360000 sec): 3 clusters
  Score: Raw -4486520.103857 + Penalty 3512.944844 = -4483007.159012
  nChanged 70
		SP:Iteration 30Q (70010.850000 sec): 3 clusters
  Score: Raw -4486527.308352 + Penalty 3512.944844 = -4483014.363508
  nChanged 56
		SP:Iteration 31Q (70011.310000 sec): 3 clusters
  Score: Raw -4486532.398993 + Penalty 3512.944844 = -4483019.454149
  nChanged 40
		SP:Iteration 32Q (70011.790000 sec): 3 clusters
  Score: Raw -4486536.224357 + Penalty 3512.944844 = -4483023.279513
  nChanged 31
		SP:Iteration 33Q (70012.250000 sec): 3 clusters
  Score: Raw -4486538.310608 + Penalty 3512.944844 = -4483025.365764
  nChanged 26
		SP:Iteration 34Q (70012.730000 sec): 3 clusters
  Score: Raw -4486540.276069 + Penalty 3512.944844 = -4483027.331225
  nChanged 30
		SP:Iteration 35Q (70013.190000 sec): 3 clusters
  Score: Raw -4486542.104200 + Penalty 3512.944844 = -4483029.159355
  nChanged 22
		SP:Iteration 36Q (70013.670000 sec): 3 clusters
  Score: Raw -4486543.530570 + Penalty 3512.944844 = -4483030.585725
  nChanged 18
		SP:Iteration 37Q (70014.130000 sec): 3 clusters
  Score: Raw -4486544.837403 + Penalty 3512.944844 = -4483031.892559
  nChanged 21
		SP:Iteration 38Q (70014.610000 sec): 3 clusters
  Score: Raw -4486546.320055 + Penalty 3512.944844 = -4483033.375210
  nChanged 16
		SP:Iteration 39Q (70015.070000 sec): 3 clusters
  Score: Raw -4486547.619291 + Penalty 3512.944844 = -4483034.674447
  nChanged 19
		SP:Iteration 40F (70015.620000 sec): 3 clusters
  Score: Raw -4486548.844030 + Penalty 3512.944844 = -4483035.899186
  nChanged 21
		SP:Iteration 41Q (70016.130000 sec): 3 clusters
  Score: Raw -4486549.966620 + Penalty 3512.944844 = -4483037.021776
  nChanged 10
		SP:Iteration 42Q (70016.620000 sec): 3 clusters
  Score: Raw -4486550.612963 + Penalty 3512.944844 = -4483037.668118
  nChanged 13
		SP:Iteration 43Q (70017.100000 sec): 3 clusters
  Score: Raw -4486551.313373 + Penalty 3512.944844 = -4483038.368529
  nChanged 16
		SP:Iteration 44Q (70017.580000 sec): 3 clusters
  Score: Raw -4486552.700859 + Penalty 3512.944844 = -4483039.756015
  nChanged 24
		SP:Iteration 45Q (70018.070000 sec): 3 clusters
  Score: Raw -4486554.947762 + Penalty 3512.944844 = -4483042.002917
  nChanged 18
		SP:Iteration 46Q (70018.530000 sec): 3 clusters
  Score: Raw -4486556.252449 + Penalty 3512.944844 = -4483043.307604
  nChanged 16
		SP:Iteration 47Q (70019.010000 sec): 3 clusters
  Score: Raw -4486557.285354 + Penalty 3512.944844 = -4483044.340509
  nChanged 25
		SP:Iteration 48Q (70019.460000 sec): 3 clusters
  Score: Raw -4486559.716635 + Penalty 3512.944844 = -4483046.771791
  nChanged 24
		SP:Iteration 49Q (70019.940000 sec): 3 clusters
  Score: Raw -4486561.983117 + Penalty 3512.944844 = -4483049.038272
  nChanged 25
		SP:Iteration 50Q (70020.400000 sec): 3 clusters
  Score: Raw -4486564.483018 + Penalty 3512.944844 = -4483051.538174
  nChanged 22
		SP:Iteration 51Q (70020.880000 sec): 3 clusters
  Score: Raw -4486566.358241 + Penalty 3512.944844 = -4483053.413396
  nChanged 24
		SP:Iteration 52Q (70021.360000 sec): 3 clusters
  Score: Raw -4486568.653983 + Penalty 3512.944844 = -4483055.709139
  nChanged 25
		SP:Iteration 53Q (70021.820000 sec): 3 clusters
  Score: Raw -4486570.764548 + Penalty 3512.944844 = -4483057.819703
  nChanged 23
		SP:Iteration 54Q (70022.300000 sec): 3 clusters
  Score: Raw -4486572.440658 + Penalty 3512.944844 = -4483059.495814
  nChanged 25
		SP:Iteration 55Q (70022.760000 sec): 3 clusters
  Score: Raw -4486574.227564 + Penalty 3512.944844 = -4483061.282719
  nChanged 19
		SP:Iteration 56Q (70023.240000 sec): 3 clusters
  Score: Raw -4486575.536462 + Penalty 3512.944844 = -4483062.591618
  nChanged 14
		SP:Iteration 57Q (70023.700000 sec): 3 clusters
  Score: Raw -4486576.266894 + Penalty 3512.944844 = -4483063.322049
  nChanged 11
		SP:Iteration 58Q (70024.180000 sec): 3 clusters
  Score: Raw -4486576.871772 + Penalty 3512.944844 = -4483063.926928
  nChanged 4
		SP:Iteration 59Q (70024.660000 sec): 3 clusters
  Score: Raw -4486577.007549 + Penalty 3512.944844 = -4483064.062704
  nChanged 5
		SP:Iteration 60F (70025.180000 sec): 3 clusters
  Score: Raw -4486577.224552 + Penalty 3512.944844 = -4483064.279708
  nChanged 3
		SP:Iteration 61Q (70025.680000 sec): 3 clusters
  Score: Raw -4486577.304142 + Penalty 3512.944844 = -4483064.359298
  nChanged 5
		SP:Iteration 62Q (70026.190000 sec): 3 clusters
  Score: Raw -4486577.436982 + Penalty 3512.944844 = -4483064.492138
  nChanged 1
		SP:Iteration 63Q (70026.670000 sec): 3 clusters
  Score: Raw -4486577.461440 + Penalty 3512.944844 = -4483064.516595
  nChanged 0
		SP:Iteration 64F (70027.220000 sec): 3 clusters
  Score: Raw -4486577.461440 + Penalty 3512.944844 = -4483064.516595
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 17 (746 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (70027.270000 sec): 2 clusters
  Score: Raw -52971.111122 + Penalty 1074.892910 = -51896.218212
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (70027.280000 sec): 3 clusters
  Score: Raw -52783.981977 + Penalty 2149.785820 = -50634.196157
  nChanged 251
		SP:Iteration 1F (70027.300000 sec): 3 clusters
  Score: Raw -53135.743764 + Penalty 2149.785820 = -50985.957944
  nChanged 74
		SP:Iteration 2F (70027.320000 sec): 3 clusters
  Score: Raw -53273.881641 + Penalty 2149.785820 = -51124.095821
  nChanged 38
		SP:Iteration 3F (70027.340000 sec): 3 clusters
  Score: Raw -53371.955485 + Penalty 2149.785820 = -51222.169665
  nChanged 30
		SP:Iteration 4Q (70027.360000 sec): 3 clusters
  Score: Raw -53421.977623 + Penalty 2149.785820 = -51272.191803
  nChanged 19
		SP:Iteration 5Q (70027.380000 sec): 3 clusters
  Score: Raw -53484.933002 + Penalty 2149.785820 = -51335.147182
  nChanged 25
		SP:Iteration 6Q (70027.400000 sec): 3 clusters
  Score: Raw -53536.609575 + Penalty 2149.785820 = -51386.823755
  nChanged 11
		SP:Iteration 7Q (70027.410000 sec): 3 clusters
  Score: Raw -53548.771323 + Penalty 2149.785820 = -51398.985503
  nChanged 6
		SP:Iteration 8Q (70027.430000 sec): 3 clusters
  Score: Raw -53559.128412 + Penalty 2149.785820 = -51409.342592
  nChanged 11
		SP:Iteration 9Q (70027.440000 sec): 3 clusters
  Score: Raw -53575.574802 + Penalty 2149.785820 = -51425.788982
  nChanged 9
		SP:Iteration 10Q (70027.460000 sec): 3 clusters
  Score: Raw -53602.093014 + Penalty 2149.785820 = -51452.307194
  nChanged 11
		SP:Iteration 11Q (70027.470000 sec): 3 clusters
  Score: Raw -53645.450799 + Penalty 2149.785820 = -51495.664979
  nChanged 9
		SP:Iteration 12Q (70027.480000 sec): 3 clusters
  Score: Raw -53658.603987 + Penalty 2149.785820 = -51508.818167
  nChanged 6
		SP:Iteration 13Q (70027.500000 sec): 3 clusters
  Score: Raw -53668.650916 + Penalty 2149.785820 = -51518.865096
  nChanged 5
		SP:Iteration 14Q (70027.510000 sec): 3 clusters
  Score: Raw -53681.656264 + Penalty 2149.785820 = -51531.870444
  nChanged 5
		SP:Iteration 15Q (70027.530000 sec): 3 clusters
  Score: Raw -53687.786707 + Penalty 2149.785820 = -51538.000886
  nChanged 5
		SP:Iteration 16Q (70027.540000 sec): 3 clusters
  Score: Raw -53698.833716 + Penalty 2149.785820 = -51549.047896
  nChanged 4
		SP:Iteration 17Q (70027.560000 sec): 3 clusters
  Score: Raw -53717.180998 + Penalty 2149.785820 = -51567.395178
  nChanged 5
		SP:Iteration 18Q (70027.570000 sec): 3 clusters
  Score: Raw -53722.984030 + Penalty 2149.785820 = -51573.198210
  nChanged 3
		SP:Iteration 19Q (70027.580000 sec): 3 clusters
  Score: Raw -53725.565583 + Penalty 2149.785820 = -51575.779763
  nChanged 1
		SP:Iteration 20F (70027.600000 sec): 3 clusters
  Score: Raw -53726.937460 + Penalty 2149.785820 = -51577.151640
  nChanged 1
		SP:Iteration 21Q (70027.610000 sec): 3 clusters
  Score: Raw -53730.520625 + Penalty 2149.785820 = -51580.734805
  nChanged 1
		SP:Iteration 22Q (70027.630000 sec): 3 clusters
  Score: Raw -53732.005170 + Penalty 2149.785820 = -51582.219350
  nChanged 0
		SP:Iteration 23F (70027.640000 sec): 3 clusters
  Score: Raw -53732.005170 + Penalty 2149.785820 = -51582.219350
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 18 (1233 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (70027.690000 sec): 2 clusters
  Score: Raw -92904.216366 + Penalty 1156.545894 = -91747.670472
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (70027.720000 sec): 3 clusters
  Score: Raw -92457.120997 + Penalty 2313.091789 = -90144.029208
  nChanged 403
		SP:Iteration 1F (70027.740000 sec): 3 clusters
  Score: Raw -92850.505471 + Penalty 2313.091789 = -90537.413683
  nChanged 123
		SP:Iteration 2F (70027.760000 sec): 3 clusters
  Score: Raw -93040.418981 + Penalty 2313.091789 = -90727.327193
  nChanged 90
		SP:Iteration 3F (70027.790000 sec): 3 clusters
  Score: Raw -93228.949564 + Penalty 2313.091789 = -90915.857776
  nChanged 84
		SP:Iteration 4F (70027.810000 sec): 3 clusters
  Score: Raw -93460.584882 + Penalty 2313.091789 = -91147.493093
  nChanged 61
		SP:Iteration 5Q (70027.840000 sec): 3 clusters
  Score: Raw -93586.486609 + Penalty 2313.091789 = -91273.394821
  nChanged 47
		SP:Iteration 6Q (70027.860000 sec): 3 clusters
  Score: Raw -93684.955068 + Penalty 2313.091789 = -91371.863279
  nChanged 29
		SP:Iteration 7Q (70027.880000 sec): 3 clusters
  Score: Raw -93739.594901 + Penalty 2313.091789 = -91426.503112
  nChanged 28
		SP:Iteration 8Q (70027.900000 sec): 3 clusters
  Score: Raw -93805.173203 + Penalty 2313.091789 = -91492.081414
  nChanged 27
		SP:Iteration 9Q (70027.930000 sec): 3 clusters
  Score: Raw -93860.572873 + Penalty 2313.091789 = -91547.481084
  nChanged 28
		SP:Iteration 10Q (70027.950000 sec): 3 clusters
  Score: Raw -93897.368311 + Penalty 2313.091789 = -91584.276522
  nChanged 11
		SP:Iteration 11Q (70027.970000 sec): 3 clusters
  Score: Raw -93904.065100 + Penalty 2313.091789 = -91590.973312
  nChanged 10
		SP:Iteration 12Q (70028.000000 sec): 3 clusters
  Score: Raw -93910.052158 + Penalty 2313.091789 = -91596.960369
  nChanged 0
		SP:Iteration 13F (70028.020000 sec): 3 clusters
  Score: Raw -93910.052158 + Penalty 2313.091789 = -91596.960369
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 19 (3834 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (70028.090000 sec): 2 clusters
  Score: Raw -351675.785966 + Penalty 1340.895388 = -350334.890579
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (70028.160000 sec): 3 clusters
  Score: Raw -349748.331656 + Penalty 2681.790775 = -347066.540881
  nChanged 1476
		SP:Iteration 1F (70028.240000 sec): 3 clusters
  Score: Raw -350612.490019 + Penalty 2681.790775 = -347930.699244
  nChanged 279
		SP:Iteration 2F (70028.310000 sec): 3 clusters
  Score: Raw -350760.540499 + Penalty 2681.790775 = -348078.749724
  nChanged 197
		SP:Iteration 3F (70028.380000 sec): 3 clusters
  Score: Raw -350853.594990 + Penalty 2681.790775 = -348171.804215
  nChanged 141
		SP:Iteration 4Q (70028.450000 sec): 3 clusters
  Score: Raw -350922.436676 + Penalty 2681.790775 = -348240.645900
  nChanged 133
		SP:Iteration 5Q (70028.520000 sec): 3 clusters
  Score: Raw -350997.646936 + Penalty 2681.790775 = -348315.856161
  nChanged 119
		SP:Iteration 6Q (70028.600000 sec): 3 clusters
  Score: Raw -351058.365229 + Penalty 2681.790775 = -348376.574454
  nChanged 98
		SP:Iteration 7Q (70028.670000 sec): 3 clusters
  Score: Raw -351117.131754 + Penalty 2681.790775 = -348435.340979
  nChanged 84
		SP:Iteration 8Q (70028.740000 sec): 3 clusters
  Score: Raw -351173.017945 + Penalty 2681.790775 = -348491.227170
  nChanged 85
		SP:Iteration 9Q (70028.820000 sec): 3 clusters
  Score: Raw -351225.507433 + Penalty 2681.790775 = -348543.716658
  nChanged 90
		SP:Iteration 10Q (70028.890000 sec): 3 clusters
  Score: Raw -351288.390326 + Penalty 2681.790775 = -348606.599551
  nChanged 93
		SP:Iteration 11Q (70028.960000 sec): 3 clusters
  Score: Raw -351351.475283 + Penalty 2681.790775 = -348669.684508
  nChanged 99
		SP:Iteration 12Q (70029.040000 sec): 3 clusters
  Score: Raw -351415.988721 + Penalty 2681.790775 = -348734.197945
  nChanged 88
		SP:Iteration 13Q (70029.110000 sec): 3 clusters
  Score: Raw -351471.591383 + Penalty 2681.790775 = -348789.800607
  nChanged 75
		SP:Iteration 14Q (70029.180000 sec): 3 clusters
  Score: Raw -351521.900791 + Penalty 2681.790775 = -348840.110015
  nChanged 78
		SP:Iteration 15Q (70029.250000 sec): 3 clusters
  Score: Raw -351572.090644 + Penalty 2681.790775 = -348890.299869
  nChanged 71
		SP:Iteration 16Q (70029.320000 sec): 3 clusters
  Score: Raw -351616.568307 + Penalty 2681.790775 = -348934.777532
  nChanged 72
		SP:Iteration 17Q (70029.390000 sec): 3 clusters
  Score: Raw -351659.110396 + Penalty 2681.790775 = -348977.319620
  nChanged 61
		SP:Iteration 18Q (70029.460000 sec): 3 clusters
  Score: Raw -351692.085800 + Penalty 2681.790775 = -349010.295025
  nChanged 48
		SP:Iteration 19Q (70029.540000 sec): 3 clusters
  Score: Raw -351714.095754 + Penalty 2681.790775 = -349032.304979
  nChanged 42
		SP:Iteration 20F (70029.610000 sec): 3 clusters
  Score: Raw -351733.647529 + Penalty 2681.790775 = -349051.856754
  nChanged 35
		SP:Iteration 21Q (70029.680000 sec): 3 clusters
  Score: Raw -351750.071031 + Penalty 2681.790775 = -349068.280256
  nChanged 29
		SP:Iteration 22Q (70029.750000 sec): 3 clusters
  Score: Raw -351764.034501 + Penalty 2681.790775 = -349082.243726
  nChanged 23
		SP:Iteration 23Q (70029.820000 sec): 3 clusters
  Score: Raw -351775.672965 + Penalty 2681.790775 = -349093.882190
  nChanged 18
		SP:Iteration 24Q (70029.890000 sec): 3 clusters
  Score: Raw -351784.632962 + Penalty 2681.790775 = -349102.842187
  nChanged 16
		SP:Iteration 25Q (70029.960000 sec): 3 clusters
  Score: Raw -351791.720225 + Penalty 2681.790775 = -349109.929450
  nChanged 20
		SP:Iteration 26Q (70030.040000 sec): 3 clusters
  Score: Raw -351800.688022 + Penalty 2681.790775 = -349118.897247
  nChanged 16
		SP:Iteration 27Q (70030.100000 sec): 3 clusters
  Score: Raw -351806.237848 + Penalty 2681.790775 = -349124.447073
  nChanged 9
		SP:Iteration 28Q (70030.180000 sec): 3 clusters
  Score: Raw -351810.146878 + Penalty 2681.790775 = -349128.356103
  nChanged 10
		SP:Iteration 29Q (70030.240000 sec): 3 clusters
  Score: Raw -351813.803624 + Penalty 2681.790775 = -349132.012849
  nChanged 2
		SP:Iteration 30Q (70030.320000 sec): 3 clusters
  Score: Raw -351814.882193 + Penalty 2681.790775 = -349133.091418
  nChanged 1
		SP:Iteration 31Q (70030.390000 sec): 3 clusters
  Score: Raw -351815.065308 + Penalty 2681.790775 = -349133.274533
  nChanged 0
		SP:Iteration 32F (70030.460000 sec): 3 clusters
  Score: Raw -351815.065308 + Penalty 2681.790775 = -349133.274533
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 20 (4281 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (70030.530000 sec): 2 clusters
  Score: Raw -362291.333645 + Penalty 1358.815560 = -360932.518085
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (70030.620000 sec): 3 clusters
  Score: Raw -360168.419962 + Penalty 2717.631119 = -357450.788842
  nChanged 1695
		SP:Iteration 1F (70030.700000 sec): 3 clusters
  Score: Raw -361163.163392 + Penalty 2717.631119 = -358445.532273
  nChanged 310
		SP:Iteration 2F (70030.780000 sec): 3 clusters
  Score: Raw -361350.039853 + Penalty 2717.631119 = -358632.408734
  nChanged 224
		SP:Iteration 3F (70030.860000 sec): 3 clusters
  Score: Raw -361488.782859 + Penalty 2717.631119 = -358771.151739
  nChanged 188
		SP:Iteration 4Q (70030.940000 sec): 3 clusters
  Score: Raw -361608.178626 + Penalty 2717.631119 = -358890.547507
  nChanged 185
		SP:Iteration 5Q (70031.020000 sec): 3 clusters
  Score: Raw -361736.191491 + Penalty 2717.631119 = -359018.560372
  nChanged 165
		SP:Iteration 6Q (70031.100000 sec): 3 clusters
  Score: Raw -361841.829186 + Penalty 2717.631119 = -359124.198067
  nChanged 161
		SP:Iteration 7Q (70031.180000 sec): 3 clusters
  Score: Raw -361944.248829 + Penalty 2717.631119 = -359226.617709
  nChanged 158
		SP:Iteration 8Q (70031.260000 sec): 3 clusters
  Score: Raw -362049.708027 + Penalty 2717.631119 = -359332.076907
  nChanged 144
		SP:Iteration 9Q (70031.340000 sec): 3 clusters
  Score: Raw -362153.891960 + Penalty 2717.631119 = -359436.260840
  nChanged 117
		SP:Iteration 10Q (70031.420000 sec): 3 clusters
  Score: Raw -362244.899451 + Penalty 2717.631119 = -359527.268331
  nChanged 111
		SP:Iteration 11Q (70031.500000 sec): 3 clusters
  Score: Raw -362315.150203 + Penalty 2717.631119 = -359597.519083
  nChanged 101
		SP:Iteration 12Q (70031.580000 sec): 3 clusters
  Score: Raw -362369.201580 + Penalty 2717.631119 = -359651.570461
  nChanged 85
		SP:Iteration 13Q (70031.660000 sec): 3 clusters
  Score: Raw -362415.622301 + Penalty 2717.631119 = -359697.991182
  nChanged 72
		SP:Iteration 14Q (70031.740000 sec): 3 clusters
  Score: Raw -362451.652100 + Penalty 2717.631119 = -359734.020980
  nChanged 46
		SP:Iteration 15Q (70031.820000 sec): 3 clusters
  Score: Raw -362480.068196 + Penalty 2717.631119 = -359762.437076
  nChanged 53
		SP:Iteration 16Q (70031.890000 sec): 3 clusters
  Score: Raw -362512.148068 + Penalty 2717.631119 = -359794.516949
  nChanged 47
		SP:Iteration 17Q (70031.970000 sec): 3 clusters
  Score: Raw -362541.337145 + Penalty 2717.631119 = -359823.706026
  nChanged 47
		SP:Iteration 18Q (70032.050000 sec): 3 clusters
  Score: Raw -362567.321583 + Penalty 2717.631119 = -359849.690464
  nChanged 36
		SP:Iteration 19Q (70032.130000 sec): 3 clusters
  Score: Raw -362587.562098 + Penalty 2717.631119 = -359869.930978
  nChanged 27
		SP:Iteration 20F (70032.210000 sec): 3 clusters
  Score: Raw -362598.884949 + Penalty 2717.631119 = -359881.253829
  nChanged 18
		SP:Iteration 21Q (70032.280000 sec): 3 clusters
  Score: Raw -362605.026540 + Penalty 2717.631119 = -359887.395421
  nChanged 7
		SP:Iteration 22Q (70032.360000 sec): 3 clusters
  Score: Raw -362607.824310 + Penalty 2717.631119 = -359890.193190
  nChanged 10
		SP:Iteration 23Q (70032.440000 sec): 3 clusters
  Score: Raw -362612.821634 + Penalty 2717.631119 = -359895.190515
  nChanged 11
		SP:Iteration 24Q (70032.520000 sec): 3 clusters
  Score: Raw -362617.952424 + Penalty 2717.631119 = -359900.321305
  nChanged 17
		SP:Iteration 25Q (70032.600000 sec): 3 clusters
  Score: Raw -362624.132469 + Penalty 2717.631119 = -359906.501350
  nChanged 13
		SP:Iteration 26Q (70032.670000 sec): 3 clusters
  Score: Raw -362627.797493 + Penalty 2717.631119 = -359910.166374
  nChanged 5
		SP:Iteration 27Q (70032.750000 sec): 3 clusters
  Score: Raw -362629.212112 + Penalty 2717.631119 = -359911.580992
  nChanged 5
		SP:Iteration 28Q (70032.830000 sec): 3 clusters
  Score: Raw -362630.210256 + Penalty 2717.631119 = -359912.579136
  nChanged 6
		SP:Iteration 29Q (70032.910000 sec): 3 clusters
  Score: Raw -362631.645071 + Penalty 2717.631119 = -359914.013952
  nChanged 6
		SP:Iteration 30Q (70032.990000 sec): 3 clusters
  Score: Raw -362633.110486 + Penalty 2717.631119 = -359915.479367
  nChanged 5
		SP:Iteration 31Q (70033.060000 sec): 3 clusters
  Score: Raw -362634.623591 + Penalty 2717.631119 = -359916.992471
  nChanged 4
		SP:Iteration 32Q (70033.140000 sec): 3 clusters
  Score: Raw -362636.175604 + Penalty 2717.631119 = -359918.544484
  nChanged 7
		SP:Iteration 33Q (70033.220000 sec): 3 clusters
  Score: Raw -362638.467733 + Penalty 2717.631119 = -359920.836613
  nChanged 6
		SP:Iteration 34Q (70033.290000 sec): 3 clusters
  Score: Raw -362639.680074 + Penalty 2717.631119 = -359922.048954
  nChanged 6
		SP:Iteration 35Q (70033.370000 sec): 3 clusters
  Score: Raw -362640.991700 + Penalty 2717.631119 = -359923.360581
  nChanged 3
		SP:Iteration 36Q (70033.450000 sec): 3 clusters
  Score: Raw -362641.584430 + Penalty 2717.631119 = -359923.953310
  nChanged 1
		SP:Iteration 37Q (70033.530000 sec): 3 clusters
  Score: Raw -362642.655439 + Penalty 2717.631119 = -359925.024319
  nChanged 3
		SP:Iteration 38Q (70033.600000 sec): 3 clusters
  Score: Raw -362643.204565 + Penalty 2717.631119 = -359925.573446
  nChanged 2
		SP:Iteration 39Q (70033.680000 sec): 3 clusters
  Score: Raw -362643.575084 + Penalty 2717.631119 = -359925.943965
  nChanged 0
		SP:Iteration 40F (70033.760000 sec): 3 clusters
  Score: Raw -362643.575084 + Penalty 2717.631119 = -359925.943965
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 21 (106933 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (70034.460000 sec): 2 clusters
  Score: Raw -9609777.982819 + Penalty 1881.743134 = -9607896.239685
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (70035.430000 sec): 3 clusters
  Score: Raw -9539678.716781 + Penalty 3763.486268 = -9535915.230513
  nChanged 51433
		SP:Iteration 1F (70036.390000 sec): 3 clusters
  Score: Raw -9570035.953012 + Penalty 3763.486268 = -9566272.466744
  nChanged 4141
		SP:Iteration 2Q (70037.450000 sec): 3 clusters
  Score: Raw -9571332.136209 + Penalty 3763.486268 = -9567568.649941
  nChanged 4331
		SP:Iteration 3Q (70038.460000 sec): 3 clusters
  Score: Raw -9572782.351005 + Penalty 3763.486268 = -9569018.864736
  nChanged 4496
		SP:Iteration 4Q (70039.500000 sec): 3 clusters
  Score: Raw -9574390.377655 + Penalty 3763.486268 = -9570626.891387
  nChanged 4685
		SP:Iteration 5Q (70040.570000 sec): 3 clusters
  Score: Raw -9576115.286330 + Penalty 3763.486268 = -9572351.800062
  nChanged 4856
		SP:Iteration 6Q (70041.610000 sec): 3 clusters
  Score: Raw -9577861.564776 + Penalty 3763.486268 = -9574098.078508
  nChanged 4733
		SP:Iteration 7Q (70042.620000 sec): 3 clusters
  Score: Raw -9579503.988241 + Penalty 3763.486268 = -9575740.501973
  nChanged 4565
		SP:Iteration 8Q (70043.680000 sec): 3 clusters
  Score: Raw -9581068.609748 + Penalty 3763.486268 = -9577305.123479
  nChanged 4354
		SP:Iteration 9Q (70044.740000 sec): 3 clusters
  Score: Raw -9582614.917919 + Penalty 3763.486268 = -9578851.431651
  nChanged 4270
		SP:Iteration 10Q (70045.740000 sec): 3 clusters
  Score: Raw -9584266.246533 + Penalty 3763.486268 = -9580502.760265
  nChanged 4204
		SP:Iteration 11Q (70046.780000 sec): 3 clusters
  Score: Raw -9585983.242444 + Penalty 3763.486268 = -9582219.756175
  nChanged 4041
		SP:Iteration 12Q (70047.830000 sec): 3 clusters
  Score: Raw -9587760.517088 + Penalty 3763.486268 = -9583997.030819
  nChanged 3930
		SP:Iteration 13Q (70048.840000 sec): 3 clusters
  Score: Raw -9589502.940314 + Penalty 3763.486268 = -9585739.454045
  nChanged 3695
		SP:Iteration 14Q (70049.900000 sec): 3 clusters
  Score: Raw -9591110.822633 + Penalty 3763.486268 = -9587347.336364
  nChanged 3250
		SP:Iteration 15Q (70050.950000 sec): 3 clusters
  Score: Raw -9592436.388262 + Penalty 3763.486268 = -9588672.901993
  nChanged 2837
		SP:Iteration 16Q (70051.940000 sec): 3 clusters
  Score: Raw -9593435.985940 + Penalty 3763.486268 = -9589672.499671
  nChanged 2297
		SP:Iteration 17Q (70052.970000 sec): 3 clusters
  Score: Raw -9594098.032237 + Penalty 3763.486268 = -9590334.545969
  nChanged 1803
		SP:Iteration 18Q (70053.960000 sec): 3 clusters
  Score: Raw -9594509.136732 + Penalty 3763.486268 = -9590745.650463
  nChanged 1382
		SP:Iteration 19Q (70054.980000 sec): 3 clusters
  Score: Raw -9594772.363441 + Penalty 3763.486268 = -9591008.877172
  nChanged 1156
		SP:Iteration 20F (70055.960000 sec): 3 clusters
  Score: Raw -9594984.450886 + Penalty 3763.486268 = -9591220.964618
  nChanged 1048
		SP:Iteration 21Q (70056.940000 sec): 3 clusters
  Score: Raw -9595155.836698 + Penalty 3763.486268 = -9591392.350430
  nChanged 888
		SP:Iteration 22Q (70057.920000 sec): 3 clusters
  Score: Raw -9595285.456549 + Penalty 3763.486268 = -9591521.970280
  nChanged 757
		SP:Iteration 23Q (70058.940000 sec): 3 clusters
  Score: Raw -9595393.867780 + Penalty 3763.486268 = -9591630.381511
  nChanged 770
		SP:Iteration 24Q (70059.940000 sec): 3 clusters
  Score: Raw -9595498.845389 + Penalty 3763.486268 = -9591735.359121
  nChanged 718
		SP:Iteration 25Q (70060.910000 sec): 3 clusters
  Score: Raw -9595590.486319 + Penalty 3763.486268 = -9591827.000051
  nChanged 703
		SP:Iteration 26Q (70061.930000 sec): 3 clusters
  Score: Raw -9595682.533745 + Penalty 3763.486268 = -9591919.047477
  nChanged 683
		SP:Iteration 27Q (70062.930000 sec): 3 clusters
  Score: Raw -9595768.101071 + Penalty 3763.486268 = -9592004.614803
  nChanged 635
		SP:Iteration 28Q (70063.900000 sec): 3 clusters
  Score: Raw -9595843.899477 + Penalty 3763.486268 = -9592080.413208
  nChanged 618
		SP:Iteration 29Q (70064.920000 sec): 3 clusters
  Score: Raw -9595913.484670 + Penalty 3763.486268 = -9592149.998401
  nChanged 579
		SP:Iteration 30Q (70065.910000 sec): 3 clusters
  Score: Raw -9595977.933319 + Penalty 3763.486268 = -9592214.447050
  nChanged 561
		SP:Iteration 31Q (70066.890000 sec): 3 clusters
  Score: Raw -9596033.374593 + Penalty 3763.486268 = -9592269.888325
  nChanged 494
		SP:Iteration 32Q (70067.850000 sec): 3 clusters
  Score: Raw -9596086.906206 + Penalty 3763.486268 = -9592323.419937
  nChanged 528
		SP:Iteration 33Q (70068.870000 sec): 3 clusters
  Score: Raw -9596147.518336 + Penalty 3763.486268 = -9592384.032068
  nChanged 551
		SP:Iteration 34Q (70069.860000 sec): 3 clusters
  Score: Raw -9596208.531747 + Penalty 3763.486268 = -9592445.045479
  nChanged 551
		SP:Iteration 35Q (70070.820000 sec): 3 clusters
  Score: Raw -9596267.786723 + Penalty 3763.486268 = -9592504.300454
  nChanged 538
		SP:Iteration 36Q (70071.790000 sec): 3 clusters
  Score: Raw -9596326.099539 + Penalty 3763.486268 = -9592562.613270
  nChanged 549
		SP:Iteration 37Q (70072.760000 sec): 3 clusters
  Score: Raw -9596388.736035 + Penalty 3763.486268 = -9592625.249766
  nChanged 575
		SP:Iteration 38Q (70073.760000 sec): 3 clusters
  Score: Raw -9596457.512607 + Penalty 3763.486268 = -9592694.026338
  nChanged 585
		SP:Iteration 39Q (70074.750000 sec): 3 clusters
  Score: Raw -9596530.738025 + Penalty 3763.486268 = -9592767.251756
  nChanged 637
		SP:Iteration 40F (70075.700000 sec): 3 clusters
  Score: Raw -9596611.128538 + Penalty 3763.486268 = -9592847.642269
  nChanged 655
		SP:Iteration 41Q (70076.670000 sec): 3 clusters
  Score: Raw -9596694.242695 + Penalty 3763.486268 = -9592930.756426
  nChanged 659
		SP:Iteration 42Q (70077.640000 sec): 3 clusters
  Score: Raw -9596777.104588 + Penalty 3763.486268 = -9593013.618320
  nChanged 710
		SP:Iteration 43Q (70078.600000 sec): 3 clusters
  Score: Raw -9596865.866749 + Penalty 3763.486268 = -9593102.380480
  nChanged 724
		SP:Iteration 44Q (70079.610000 sec): 3 clusters
  Score: Raw -9596955.194497 + Penalty 3763.486268 = -9593191.708228
  nChanged 714
		SP:Iteration 45Q (70080.600000 sec): 3 clusters
  Score: Raw -9597052.411256 + Penalty 3763.486268 = -9593288.924988
  nChanged 777
		SP:Iteration 46Q (70081.560000 sec): 3 clusters
  Score: Raw -9597163.583029 + Penalty 3763.486268 = -9593400.096760
  nChanged 805
		SP:Iteration 47Q (70082.510000 sec): 3 clusters
  Score: Raw -9597278.555158 + Penalty 3763.486268 = -9593515.068890
  nChanged 783
		SP:Iteration 48Q (70083.470000 sec): 3 clusters
  Score: Raw -9597381.442039 + Penalty 3763.486268 = -9593617.955770
  nChanged 779
		SP:Iteration 49Q (70084.430000 sec): 3 clusters
  Score: Raw -9597485.165606 + Penalty 3763.486268 = -9593721.679338
  nChanged 802
		SP:Iteration 50Q (70085.380000 sec): 3 clusters
  Score: Raw -9597598.554805 + Penalty 3763.486268 = -9593835.068537
  nChanged 811
		SP:Iteration 51Q (70086.320000 sec): 3 clusters
  Score: Raw -9597718.261502 + Penalty 3763.486268 = -9593954.775233
  nChanged 902
		SP:Iteration 52Q (70087.270000 sec): 3 clusters
  Score: Raw -9597860.868361 + Penalty 3763.486268 = -9594097.382092
  nChanged 925
		SP:Iteration 53Q (70088.210000 sec): 3 clusters
  Score: Raw -9598012.464581 + Penalty 3763.486268 = -9594248.978312
  nChanged 983
		SP:Iteration 54Q (70089.150000 sec): 3 clusters
  Score: Raw -9598176.896306 + Penalty 3763.486268 = -9594413.410037
  nChanged 1019
		SP:Iteration 55Q (70090.110000 sec): 3 clusters
  Score: Raw -9598363.332096 + Penalty 3763.486268 = -9594599.845828
  nChanged 1124
		SP:Iteration 56Q (70091.070000 sec): 3 clusters
  Score: Raw -9598601.917532 + Penalty 3763.486268 = -9594838.431263
  nChanged 1264
		SP:Iteration 57Q (70092.020000 sec): 3 clusters
  Score: Raw -9598887.474770 + Penalty 3763.486268 = -9595123.988502
  nChanged 1268
		SP:Iteration 58Q (70092.970000 sec): 3 clusters
  Score: Raw -9599180.760975 + Penalty 3763.486268 = -9595417.274707
  nChanged 1337
		SP:Iteration 59Q (70093.920000 sec): 3 clusters
  Score: Raw -9599513.956164 + Penalty 3763.486268 = -9595750.469896
  nChanged 1372
		SP:Iteration 60F (70094.890000 sec): 3 clusters
  Score: Raw -9599868.425237 + Penalty 3763.486268 = -9596104.938969
  nChanged 1418
		SP:Iteration 61Q (70095.830000 sec): 3 clusters
  Score: Raw -9600253.452878 + Penalty 3763.486268 = -9596489.966610
  nChanged 1427
		SP:Iteration 62Q (70096.770000 sec): 3 clusters
  Score: Raw -9600660.528963 + Penalty 3763.486268 = -9596897.042695
  nChanged 1453
		SP:Iteration 63Q (70097.710000 sec): 3 clusters
  Score: Raw -9601103.046949 + Penalty 3763.486268 = -9597339.560680
  nChanged 1549
		SP:Iteration 64Q (70098.660000 sec): 3 clusters
  Score: Raw -9601617.122165 + Penalty 3763.486268 = -9597853.635897
  nChanged 1588
		SP:Iteration 65Q (70099.600000 sec): 3 clusters
  Score: Raw -9602198.775791 + Penalty 3763.486268 = -9598435.289523
  nChanged 1669
		SP:Iteration 66Q (70100.540000 sec): 3 clusters
  Score: Raw -9602867.570034 + Penalty 3763.486268 = -9599104.083766
  nChanged 1698
		SP:Iteration 67Q (70101.430000 sec): 3 clusters
  Score: Raw -9603608.076062 + Penalty 3763.486268 = -9599844.589794
  nChanged 1697
		SP:Iteration 68Q (70102.340000 sec): 3 clusters
  Score: Raw -9604434.740560 + Penalty 3763.486268 = -9600671.254292
  nChanged 1734
		SP:Iteration 69Q (70103.210000 sec): 3 clusters
  Score: Raw -9605394.536245 + Penalty 3763.486268 = -9601631.049976
  nChanged 1707
		SP:Iteration 70Q (70104.130000 sec): 3 clusters
  Score: Raw -9606417.271015 + Penalty 3763.486268 = -9602653.784746
  nChanged 1514
		SP:Iteration 71Q (70104.990000 sec): 3 clusters
  Score: Raw -9607378.431950 + Penalty 3763.486268 = -9603614.945682
  nChanged 1306
		SP:Iteration 72Q (70105.890000 sec): 3 clusters
  Score: Raw -9608228.619725 + Penalty 3763.486268 = -9604465.133456
  nChanged 984
		SP:Iteration 73Q (70106.750000 sec): 3 clusters
  Score: Raw -9608876.308465 + Penalty 3763.486268 = -9605112.822197
  nChanged 704
		SP:Iteration 74Q (70107.580000 sec): 3 clusters
  Score: Raw -9609329.306985 + Penalty 3763.486268 = -9605565.820717
  nChanged 448
		SP:Iteration 75Q (70108.400000 sec): 3 clusters
  Score: Raw -9609606.391319 + Penalty 3763.486268 = -9605842.905050
  nChanged 261
		SP:Iteration 76Q (70109.230000 sec): 3 clusters
  Score: Raw -9609774.544380 + Penalty 3763.486268 = -9606011.058112
  nChanged 170
		SP:Iteration 77Q (70110.050000 sec): 3 clusters
  Score: Raw -9609881.982011 + Penalty 3763.486268 = -9606118.495742
  nChanged 114
		SP:Iteration 78Q (70110.900000 sec): 3 clusters
  Score: Raw -9609951.978529 + Penalty 3763.486268 = -9606188.492261
  nChanged 84
		SP:Iteration 79Q (70111.720000 sec): 3 clusters
  Score: Raw -9610007.094601 + Penalty 3763.486268 = -9606243.608332
  nChanged 53
		SP:Iteration 80F (70112.650000 sec): 3 clusters
  Score: Raw -9610043.434220 + Penalty 3763.486268 = -9606279.947951
  nChanged 37
		SP:Iteration 81Q (70113.500000 sec): 3 clusters
  Score: Raw -9610068.355849 + Penalty 3763.486268 = -9606304.869580
  nChanged 24
		SP:Iteration 82Q (70114.340000 sec): 3 clusters
  Score: Raw -9610083.971294 + Penalty 3763.486268 = -9606320.485025
  nChanged 17
		SP:Iteration 83Q (70115.190000 sec): 3 clusters
  Score: Raw -9610094.855613 + Penalty 3763.486268 = -9606331.369344
  nChanged 15
		SP:Iteration 84Q (70116.010000 sec): 3 clusters
  Score: Raw -9610105.675034 + Penalty 3763.486268 = -9606342.188765
  nChanged 14
		SP:Iteration 85Q (70116.830000 sec): 3 clusters
  Score: Raw -9610114.967326 + Penalty 3763.486268 = -9606351.481058
  nChanged 5
		SP:Iteration 86Q (70117.660000 sec): 3 clusters
  Score: Raw -9610117.499521 + Penalty 3763.486268 = -9606354.013252
  nChanged 7
		SP:Iteration 87Q (70118.500000 sec): 3 clusters
  Score: Raw -9610120.115489 + Penalty 3763.486268 = -9606356.629221
  nChanged 1
		SP:Iteration 88Q (70119.330000 sec): 3 clusters
  Score: Raw -9610120.419795 + Penalty 3763.486268 = -9606356.933527
  nChanged 2
		SP:Iteration 89Q (70120.150000 sec): 3 clusters
  Score: Raw -9610121.393044 + Penalty 3763.486268 = -9606357.906776
  nChanged 2
		SP:Iteration 90Q (70120.990000 sec): 3 clusters
  Score: Raw -9610122.169144 + Penalty 3763.486268 = -9606358.682876
  nChanged 0
		SP:Iteration 91F (70121.930000 sec): 3 clusters
  Score: Raw -9610122.169144 + Penalty 3763.486268 = -9606358.682876
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 22 (3158 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (70121.980000 sec): 2 clusters
  Score: Raw -287691.552980 + Penalty 1309.375307 = -286382.177674
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (70122.070000 sec): 3 clusters
  Score: Raw -286229.912473 + Penalty 2618.750613 = -283611.161860
  nChanged 1201
		SP:Iteration 1F (70122.150000 sec): 3 clusters
  Score: Raw -286935.782817 + Penalty 2618.750613 = -284317.032204
  nChanged 219
		SP:Iteration 2F (70122.210000 sec): 3 clusters
  Score: Raw -287067.133651 + Penalty 2618.750613 = -284448.383037
  nChanged 139
		SP:Iteration 3Q (70122.270000 sec): 3 clusters
  Score: Raw -287144.396036 + Penalty 2618.750613 = -284525.645423
  nChanged 101
		SP:Iteration 4Q (70122.330000 sec): 3 clusters
  Score: Raw -287195.572135 + Penalty 2618.750613 = -284576.821521
  nChanged 81
		SP:Iteration 5Q (70122.390000 sec): 3 clusters
  Score: Raw -287235.395985 + Penalty 2618.750613 = -284616.645372
  nChanged 67
		SP:Iteration 6Q (70122.450000 sec): 3 clusters
  Score: Raw -287267.644230 + Penalty 2618.750613 = -284648.893616
  nChanged 56
		SP:Iteration 7Q (70122.510000 sec): 3 clusters
  Score: Raw -287293.964595 + Penalty 2618.750613 = -284675.213982
  nChanged 45
		SP:Iteration 8Q (70122.570000 sec): 3 clusters
  Score: Raw -287314.479736 + Penalty 2618.750613 = -284695.729123
  nChanged 37
		SP:Iteration 9Q (70122.630000 sec): 3 clusters
  Score: Raw -287332.176252 + Penalty 2618.750613 = -284713.425639
  nChanged 26
		SP:Iteration 10Q (70122.690000 sec): 3 clusters
  Score: Raw -287345.297384 + Penalty 2618.750613 = -284726.546771
  nChanged 22
		SP:Iteration 11Q (70122.750000 sec): 3 clusters
  Score: Raw -287355.448416 + Penalty 2618.750613 = -284736.697803
  nChanged 18
		SP:Iteration 12Q (70122.810000 sec): 3 clusters
  Score: Raw -287362.056824 + Penalty 2618.750613 = -284743.306211
  nChanged 23
		SP:Iteration 13Q (70122.860000 sec): 3 clusters
  Score: Raw -287374.356987 + Penalty 2618.750613 = -284755.606374
  nChanged 28
		SP:Iteration 14Q (70122.920000 sec): 3 clusters
  Score: Raw -287387.443096 + Penalty 2618.750613 = -284768.692483
  nChanged 24
		SP:Iteration 15Q (70122.990000 sec): 3 clusters
  Score: Raw -287394.611057 + Penalty 2618.750613 = -284775.860444
  nChanged 20
		SP:Iteration 16Q (70123.050000 sec): 3 clusters
  Score: Raw -287405.085462 + Penalty 2618.750613 = -284786.334849
  nChanged 26
		SP:Iteration 17Q (70123.110000 sec): 3 clusters
  Score: Raw -287417.873860 + Penalty 2618.750613 = -284799.123247
  nChanged 22
		SP:Iteration 18Q (70123.170000 sec): 3 clusters
  Score: Raw -287427.932997 + Penalty 2618.750613 = -284809.182383
  nChanged 22
		SP:Iteration 19Q (70123.230000 sec): 3 clusters
  Score: Raw -287437.581287 + Penalty 2618.750613 = -284818.830673
  nChanged 22
		SP:Iteration 20F (70123.280000 sec): 3 clusters
  Score: Raw -287448.736944 + Penalty 2618.750613 = -284829.986331
  nChanged 26
		SP:Iteration 21Q (70123.340000 sec): 3 clusters
  Score: Raw -287460.088018 + Penalty 2618.750613 = -284841.337405
  nChanged 23
		SP:Iteration 22Q (70123.400000 sec): 3 clusters
  Score: Raw -287471.459677 + Penalty 2618.750613 = -284852.709064
  nChanged 17
		SP:Iteration 23Q (70123.460000 sec): 3 clusters
  Score: Raw -287482.072419 + Penalty 2618.750613 = -284863.321805
  nChanged 28
		SP:Iteration 24Q (70123.520000 sec): 3 clusters
  Score: Raw -287497.540109 + Penalty 2618.750613 = -284878.789496
  nChanged 16
		SP:Iteration 25Q (70123.580000 sec): 3 clusters
  Score: Raw -287509.074023 + Penalty 2618.750613 = -284890.323410
  nChanged 25
		SP:Iteration 26Q (70123.640000 sec): 3 clusters
  Score: Raw -287522.477144 + Penalty 2618.750613 = -284903.726530
  nChanged 21
		SP:Iteration 27Q (70123.700000 sec): 3 clusters
  Score: Raw -287533.851546 + Penalty 2618.750613 = -284915.100932
  nChanged 26
		SP:Iteration 28Q (70123.760000 sec): 3 clusters
  Score: Raw -287546.626092 + Penalty 2618.750613 = -284927.875479
  nChanged 25
		SP:Iteration 29Q (70123.820000 sec): 3 clusters
  Score: Raw -287559.870941 + Penalty 2618.750613 = -284941.120328
  nChanged 23
		SP:Iteration 30Q (70123.880000 sec): 3 clusters
  Score: Raw -287572.096500 + Penalty 2618.750613 = -284953.345886
  nChanged 21
		SP:Iteration 31Q (70123.940000 sec): 3 clusters
  Score: Raw -287582.141800 + Penalty 2618.750613 = -284963.391187
  nChanged 18
		SP:Iteration 32Q (70123.990000 sec): 3 clusters
  Score: Raw -287589.759119 + Penalty 2618.750613 = -284971.008506
  nChanged 20
		SP:Iteration 33Q (70124.050000 sec): 3 clusters
  Score: Raw -287600.767074 + Penalty 2618.750613 = -284982.016461
  nChanged 19
		SP:Iteration 34Q (70124.110000 sec): 3 clusters
  Score: Raw -287613.460879 + Penalty 2618.750613 = -284994.710266
  nChanged 21
		SP:Iteration 35Q (70124.170000 sec): 3 clusters
  Score: Raw -287624.319083 + Penalty 2618.750613 = -285005.568470
  nChanged 20
		SP:Iteration 36Q (70124.230000 sec): 3 clusters
  Score: Raw -287634.711894 + Penalty 2618.750613 = -285015.961280
  nChanged 18
		SP:Iteration 37Q (70124.290000 sec): 3 clusters
  Score: Raw -287644.152454 + Penalty 2618.750613 = -285025.401841
  nChanged 20
		SP:Iteration 38Q (70124.350000 sec): 3 clusters
  Score: Raw -287655.468228 + Penalty 2618.750613 = -285036.717615
  nChanged 26
		SP:Iteration 39Q (70124.410000 sec): 3 clusters
  Score: Raw -287670.504301 + Penalty 2618.750613 = -285051.753688
  nChanged 28
		SP:Iteration 40F (70124.470000 sec): 3 clusters
  Score: Raw -287691.763529 + Penalty 2618.750613 = -285073.012916
  nChanged 37
		SP:Iteration 41Q (70124.520000 sec): 3 clusters
  Score: Raw -287715.022227 + Penalty 2618.750613 = -285096.271614
  nChanged 25
		SP:Iteration 42Q (70124.580000 sec): 3 clusters
  Score: Raw -287732.822363 + Penalty 2618.750613 = -285114.071750
  nChanged 27
		SP:Iteration 43Q (70124.640000 sec): 3 clusters
  Score: Raw -287750.330543 + Penalty 2618.750613 = -285131.579930
  nChanged 26
		SP:Iteration 44Q (70124.700000 sec): 3 clusters
  Score: Raw -287766.815604 + Penalty 2618.750613 = -285148.064991
  nChanged 27
		SP:Iteration 45Q (70124.750000 sec): 3 clusters
  Score: Raw -287786.724705 + Penalty 2618.750613 = -285167.974091
  nChanged 28
		SP:Iteration 46Q (70124.810000 sec): 3 clusters
  Score: Raw -287803.386102 + Penalty 2618.750613 = -285184.635489
  nChanged 22
		SP:Iteration 47Q (70124.870000 sec): 3 clusters
  Score: Raw -287813.383231 + Penalty 2618.750613 = -285194.632618
  nChanged 15
		SP:Iteration 48Q (70124.930000 sec): 3 clusters
  Score: Raw -287821.547913 + Penalty 2618.750613 = -285202.797300
  nChanged 18
		SP:Iteration 49Q (70124.990000 sec): 3 clusters
  Score: Raw -287830.975452 + Penalty 2618.750613 = -285212.224839
  nChanged 19
		SP:Iteration 50Q (70125.040000 sec): 3 clusters
  Score: Raw -287843.487622 + Penalty 2618.750613 = -285224.737008
  nChanged 17
		SP:Iteration 51Q (70125.100000 sec): 3 clusters
  Score: Raw -287853.744264 + Penalty 2618.750613 = -285234.993650
  nChanged 16
		SP:Iteration 52Q (70125.150000 sec): 3 clusters
  Score: Raw -287865.329486 + Penalty 2618.750613 = -285246.578872
  nChanged 26
		SP:Iteration 53Q (70125.210000 sec): 3 clusters
  Score: Raw -287878.204421 + Penalty 2618.750613 = -285259.453808
  nChanged 24
		SP:Iteration 54Q (70125.270000 sec): 3 clusters
  Score: Raw -287898.559881 + Penalty 2618.750613 = -285279.809268
  nChanged 28
		SP:Iteration 55Q (70125.330000 sec): 3 clusters
  Score: Raw -287917.616104 + Penalty 2618.750613 = -285298.865491
  nChanged 26
		SP:Iteration 56Q (70125.380000 sec): 3 clusters
  Score: Raw -287934.629050 + Penalty 2618.750613 = -285315.878437
  nChanged 19
		SP:Iteration 57Q (70125.440000 sec): 3 clusters
  Score: Raw -287944.597766 + Penalty 2618.750613 = -285325.847152
  nChanged 18
		SP:Iteration 58Q (70125.500000 sec): 3 clusters
  Score: Raw -287953.317209 + Penalty 2618.750613 = -285334.566596
  nChanged 10
		SP:Iteration 59Q (70125.550000 sec): 3 clusters
  Score: Raw -287958.391361 + Penalty 2618.750613 = -285339.640748
  nChanged 4
		SP:Iteration 60F (70125.610000 sec): 3 clusters
  Score: Raw -287961.387319 + Penalty 2618.750613 = -285342.636706
  nChanged 2
		SP:Iteration 61Q (70125.670000 sec): 3 clusters
  Score: Raw -287962.972604 + Penalty 2618.750613 = -285344.221990
  nChanged 4
		SP:Iteration 62Q (70125.730000 sec): 3 clusters
  Score: Raw -287964.300582 + Penalty 2618.750613 = -285345.549968
  nChanged 4
		SP:Iteration 63Q (70125.780000 sec): 3 clusters
  Score: Raw -287965.485502 + Penalty 2618.750613 = -285346.734889
  nChanged 3
		SP:Iteration 64Q (70125.840000 sec): 3 clusters
  Score: Raw -287966.257979 + Penalty 2618.750613 = -285347.507366
  nChanged 4
		SP:Iteration 65Q (70125.890000 sec): 3 clusters
  Score: Raw -287967.806515 + Penalty 2618.750613 = -285349.055902
  nChanged 2
		SP:Iteration 66Q (70125.950000 sec): 3 clusters
  Score: Raw -287968.609034 + Penalty 2618.750613 = -285349.858420
  nChanged 3
		SP:Iteration 67Q (70126.010000 sec): 3 clusters
  Score: Raw -287969.710304 + Penalty 2618.750613 = -285350.959690
  nChanged 0
		SP:Iteration 68F (70126.070000 sec): 3 clusters
  Score: Raw -287969.710304 + Penalty 2618.750613 = -285350.959690
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 23 (5578 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (70126.150000 sec): 2 clusters
  Score: Raw -467329.806792 + Penalty 1401.820155 = -465927.986637
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (70126.260000 sec): 3 clusters
  Score: Raw -464367.469076 + Penalty 2803.640310 = -461563.828767
  nChanged 2280
		SP:Iteration 1F (70126.350000 sec): 3 clusters
  Score: Raw -465640.477962 + Penalty 2803.640310 = -462836.837652
  nChanged 396
		SP:Iteration 2F (70126.450000 sec): 3 clusters
  Score: Raw -465855.216548 + Penalty 2803.640310 = -463051.576239
  nChanged 269
		SP:Iteration 3Q (70126.550000 sec): 3 clusters
  Score: Raw -465974.470135 + Penalty 2803.640310 = -463170.829826
  nChanged 189
		SP:Iteration 4Q (70126.650000 sec): 3 clusters
  Score: Raw -466068.597407 + Penalty 2803.640310 = -463264.957097
  nChanged 181
		SP:Iteration 5Q (70126.750000 sec): 3 clusters
  Score: Raw -466159.000670 + Penalty 2803.640310 = -463355.360360
  nChanged 174
		SP:Iteration 6Q (70126.850000 sec): 3 clusters
  Score: Raw -466245.031616 + Penalty 2803.640310 = -463441.391307
  nChanged 166
		SP:Iteration 7Q (70126.950000 sec): 3 clusters
  Score: Raw -466327.770538 + Penalty 2803.640310 = -463524.130229
  nChanged 188
		SP:Iteration 8Q (70127.050000 sec): 3 clusters
  Score: Raw -466437.189929 + Penalty 2803.640310 = -463633.549619
  nChanged 207
		SP:Iteration 9Q (70127.150000 sec): 3 clusters
  Score: Raw -466562.402795 + Penalty 2803.640310 = -463758.762485
  nChanged 209
		SP:Iteration 10Q (70127.250000 sec): 3 clusters
  Score: Raw -466700.747175 + Penalty 2803.640310 = -463897.106865
  nChanged 194
		SP:Iteration 11Q (70127.350000 sec): 3 clusters
  Score: Raw -466828.772244 + Penalty 2803.640310 = -464025.131934
  nChanged 162
		SP:Iteration 12Q (70127.450000 sec): 3 clusters
  Score: Raw -466936.891757 + Penalty 2803.640310 = -464133.251447
  nChanged 161
		SP:Iteration 13Q (70127.550000 sec): 3 clusters
  Score: Raw -467053.542744 + Penalty 2803.640310 = -464249.902435
  nChanged 126
		SP:Iteration 14Q (70127.650000 sec): 3 clusters
  Score: Raw -467147.774477 + Penalty 2803.640310 = -464344.134167
  nChanged 112
		SP:Iteration 15Q (70127.750000 sec): 3 clusters
  Score: Raw -467229.373389 + Penalty 2803.640310 = -464425.733079
  nChanged 80
		SP:Iteration 16Q (70127.850000 sec): 3 clusters
  Score: Raw -467285.443049 + Penalty 2803.640310 = -464481.802739
  nChanged 58
		SP:Iteration 17Q (70127.950000 sec): 3 clusters
  Score: Raw -467323.846123 + Penalty 2803.640310 = -464520.205813
  nChanged 52
		SP:Iteration 18Q (70128.040000 sec): 3 clusters
  Score: Raw -467364.889075 + Penalty 2803.640310 = -464561.248765
  nChanged 32
		SP:Iteration 19Q (70128.140000 sec): 3 clusters
  Score: Raw -467388.547313 + Penalty 2803.640310 = -464584.907004
  nChanged 31
		SP:Iteration 20F (70128.230000 sec): 3 clusters
  Score: Raw -467417.984654 + Penalty 2803.640310 = -464614.344344
  nChanged 23
		SP:Iteration 21Q (70128.330000 sec): 3 clusters
  Score: Raw -467436.502763 + Penalty 2803.640310 = -464632.862453
  nChanged 19
		SP:Iteration 22Q (70128.430000 sec): 3 clusters
  Score: Raw -467455.479942 + Penalty 2803.640310 = -464651.839632
  nChanged 21
		SP:Iteration 23Q (70128.530000 sec): 3 clusters
  Score: Raw -467481.023704 + Penalty 2803.640310 = -464677.383395
  nChanged 18
		SP:Iteration 24Q (70128.620000 sec): 3 clusters
  Score: Raw -467500.456941 + Penalty 2803.640310 = -464696.816631
  nChanged 12
		SP:Iteration 25Q (70128.720000 sec): 3 clusters
  Score: Raw -467513.140007 + Penalty 2803.640310 = -464709.499697
  nChanged 7
		SP:Iteration 26Q (70128.810000 sec): 3 clusters
  Score: Raw -467525.542836 + Penalty 2803.640310 = -464721.902526
  nChanged 11
		SP:Iteration 27Q (70128.900000 sec): 3 clusters
  Score: Raw -467540.294212 + Penalty 2803.640310 = -464736.653902
  nChanged 11
		SP:Iteration 28Q (70129.000000 sec): 3 clusters
  Score: Raw -467552.310991 + Penalty 2803.640310 = -464748.670682
  nChanged 6
		SP:Iteration 29Q (70129.090000 sec): 3 clusters
  Score: Raw -467556.296909 + Penalty 2803.640310 = -464752.656600
  nChanged 7
		SP:Iteration 30Q (70129.180000 sec): 3 clusters
  Score: Raw -467562.844923 + Penalty 2803.640310 = -464759.204614
  nChanged 5
		SP:Iteration 31Q (70129.280000 sec): 3 clusters
  Score: Raw -467570.245766 + Penalty 2803.640310 = -464766.605456
  nChanged 2
		SP:Iteration 32Q (70129.370000 sec): 3 clusters
  Score: Raw -467572.811064 + Penalty 2803.640310 = -464769.170755
  nChanged 3
		SP:Iteration 33Q (70129.470000 sec): 3 clusters
  Score: Raw -467577.236624 + Penalty 2803.640310 = -464773.596314
  nChanged 1
		SP:Iteration 34Q (70129.560000 sec): 3 clusters
  Score: Raw -467578.717654 + Penalty 2803.640310 = -464775.077344
  nChanged 0
		SP:Iteration 35F (70129.660000 sec): 3 clusters
  Score: Raw -467578.717654 + Penalty 2803.640310 = -464775.077344
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 24 (3991 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (70129.730000 sec): 2 clusters
  Score: Raw -278722.664281 + Penalty 1347.417030 = -277375.247251
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (70129.810000 sec): 3 clusters
  Score: Raw -276786.932299 + Penalty 2694.834059 = -274092.098240
  nChanged 1598
		SP:Iteration 1F (70129.880000 sec): 3 clusters
  Score: Raw -278128.511723 + Penalty 2694.834059 = -275433.677664
  nChanged 414
		SP:Iteration 2F (70129.960000 sec): 3 clusters
  Score: Raw -278515.794021 + Penalty 2694.834059 = -275820.959962
  nChanged 274
		SP:Iteration 3F (70130.030000 sec): 3 clusters
  Score: Raw -278766.100290 + Penalty 2694.834059 = -276071.266231
  nChanged 227
		SP:Iteration 4F (70130.110000 sec): 3 clusters
  Score: Raw -278944.615628 + Penalty 2694.834059 = -276249.781569
  nChanged 171
		SP:Iteration 5Q (70130.180000 sec): 3 clusters
  Score: Raw -279049.431463 + Penalty 2694.834059 = -276354.597404
  nChanged 132
		SP:Iteration 6Q (70130.260000 sec): 3 clusters
  Score: Raw -279129.617523 + Penalty 2694.834059 = -276434.783464
  nChanged 102
		SP:Iteration 7Q (70130.330000 sec): 3 clusters
  Score: Raw -279180.400249 + Penalty 2694.834059 = -276485.566190
  nChanged 66
		SP:Iteration 8Q (70130.410000 sec): 3 clusters
  Score: Raw -279211.767184 + Penalty 2694.834059 = -276516.933125
  nChanged 54
		SP:Iteration 9Q (70130.490000 sec): 3 clusters
  Score: Raw -279231.550114 + Penalty 2694.834059 = -276536.716055
  nChanged 45
		SP:Iteration 10Q (70130.560000 sec): 3 clusters
  Score: Raw -279247.101547 + Penalty 2694.834059 = -276552.267487
  nChanged 37
		SP:Iteration 11Q (70130.630000 sec): 3 clusters
  Score: Raw -279260.159172 + Penalty 2694.834059 = -276565.325113
  nChanged 28
		SP:Iteration 12Q (70130.710000 sec): 3 clusters
  Score: Raw -279267.667490 + Penalty 2694.834059 = -276572.833431
  nChanged 17
		SP:Iteration 13Q (70130.780000 sec): 3 clusters
  Score: Raw -279273.038071 + Penalty 2694.834059 = -276578.204012
  nChanged 15
		SP:Iteration 14Q (70130.860000 sec): 3 clusters
  Score: Raw -279278.031630 + Penalty 2694.834059 = -276583.197570
  nChanged 18
		SP:Iteration 15Q (70130.930000 sec): 3 clusters
  Score: Raw -279284.721480 + Penalty 2694.834059 = -276589.887421
  nChanged 19
		SP:Iteration 16Q (70131.010000 sec): 3 clusters
  Score: Raw -279291.466606 + Penalty 2694.834059 = -276596.632547
  nChanged 26
		SP:Iteration 17Q (70131.080000 sec): 3 clusters
  Score: Raw -279301.969381 + Penalty 2694.834059 = -276607.135322
  nChanged 23
		SP:Iteration 18Q (70131.160000 sec): 3 clusters
  Score: Raw -279310.227478 + Penalty 2694.834059 = -276615.393419
  nChanged 18
		SP:Iteration 19Q (70131.230000 sec): 3 clusters
  Score: Raw -279314.592713 + Penalty 2694.834059 = -276619.758654
  nChanged 13
		SP:Iteration 20F (70131.310000 sec): 3 clusters
  Score: Raw -279318.077304 + Penalty 2694.834059 = -276623.243245
  nChanged 15
		SP:Iteration 21Q (70131.380000 sec): 3 clusters
  Score: Raw -279322.253975 + Penalty 2694.834059 = -276627.419915
  nChanged 14
		SP:Iteration 22Q (70131.460000 sec): 3 clusters
  Score: Raw -279325.227469 + Penalty 2694.834059 = -276630.393410
  nChanged 12
		SP:Iteration 23Q (70131.530000 sec): 3 clusters
  Score: Raw -279328.612363 + Penalty 2694.834059 = -276633.778304
  nChanged 8
		SP:Iteration 24Q (70131.610000 sec): 3 clusters
  Score: Raw -279330.005598 + Penalty 2694.834059 = -276635.171539
  nChanged 9
		SP:Iteration 25Q (70131.680000 sec): 3 clusters
  Score: Raw -279332.893457 + Penalty 2694.834059 = -276638.059398
  nChanged 7
		SP:Iteration 26Q (70131.760000 sec): 3 clusters
  Score: Raw -279334.379807 + Penalty 2694.834059 = -276639.545748
  nChanged 5
		SP:Iteration 27Q (70131.830000 sec): 3 clusters
  Score: Raw -279336.377743 + Penalty 2694.834059 = -276641.543684
  nChanged 10
		SP:Iteration 28Q (70131.910000 sec): 3 clusters
  Score: Raw -279339.666929 + Penalty 2694.834059 = -276644.832870
  nChanged 11
		SP:Iteration 29Q (70131.980000 sec): 3 clusters
  Score: Raw -279344.215954 + Penalty 2694.834059 = -276649.381895
  nChanged 11
		SP:Iteration 30Q (70132.060000 sec): 3 clusters
  Score: Raw -279346.311718 + Penalty 2694.834059 = -276651.477659
  nChanged 6
		SP:Iteration 31Q (70132.130000 sec): 3 clusters
  Score: Raw -279348.856674 + Penalty 2694.834059 = -276654.022614
  nChanged 11
		SP:Iteration 32Q (70132.210000 sec): 3 clusters
  Score: Raw -279351.644137 + Penalty 2694.834059 = -276656.810078
  nChanged 6
		SP:Iteration 33Q (70132.280000 sec): 3 clusters
  Score: Raw -279353.131126 + Penalty 2694.834059 = -276658.297067
  nChanged 8
		SP:Iteration 34Q (70132.350000 sec): 3 clusters
  Score: Raw -279354.484917 + Penalty 2694.834059 = -276659.650858
  nChanged 6
		SP:Iteration 35Q (70132.430000 sec): 3 clusters
  Score: Raw -279355.777777 + Penalty 2694.834059 = -276660.943718
  nChanged 6
		SP:Iteration 36Q (70132.510000 sec): 3 clusters
  Score: Raw -279356.914935 + Penalty 2694.834059 = -276662.080876
  nChanged 5
		SP:Iteration 37Q (70132.580000 sec): 3 clusters
  Score: Raw -279357.970625 + Penalty 2694.834059 = -276663.136566
  nChanged 1
		SP:Iteration 38Q (70132.650000 sec): 3 clusters
  Score: Raw -279358.241435 + Penalty 2694.834059 = -276663.407376
  nChanged 4
		SP:Iteration 39Q (70132.730000 sec): 3 clusters
  Score: Raw -279358.836334 + Penalty 2694.834059 = -276664.002275
  nChanged 4
		SP:Iteration 40F (70132.800000 sec): 3 clusters
  Score: Raw -279359.154691 + Penalty 2694.834059 = -276664.320632
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 25 (4330 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (70132.870000 sec): 2 clusters
  Score: Raw -347733.984421 + Penalty 1360.664958 = -346373.319462
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (70132.960000 sec): 3 clusters
  Score: Raw -345622.314808 + Penalty 2721.329917 = -342900.984891
  nChanged 1751
		SP:Iteration 1F (70133.040000 sec): 3 clusters
  Score: Raw -346885.827315 + Penalty 2721.329917 = -344164.497398
  nChanged 390
		SP:Iteration 2F (70133.120000 sec): 3 clusters
  Score: Raw -347208.609311 + Penalty 2721.329917 = -344487.279395
  nChanged 264
		SP:Iteration 3F (70133.200000 sec): 3 clusters
  Score: Raw -347431.294977 + Penalty 2721.329917 = -344709.965060
  nChanged 232
		SP:Iteration 4F (70133.280000 sec): 3 clusters
  Score: Raw -347623.613736 + Penalty 2721.329917 = -344902.283819
  nChanged 200
		SP:Iteration 5Q (70133.370000 sec): 3 clusters
  Score: Raw -347782.152901 + Penalty 2721.329917 = -345060.822984
  nChanged 182
		SP:Iteration 6Q (70133.450000 sec): 3 clusters
  Score: Raw -347904.160304 + Penalty 2721.329917 = -345182.830387
  nChanged 127
		SP:Iteration 7Q (70133.530000 sec): 3 clusters
  Score: Raw -347984.898089 + Penalty 2721.329917 = -345263.568172
  nChanged 93
		SP:Iteration 8Q (70133.610000 sec): 3 clusters
  Score: Raw -348026.248140 + Penalty 2721.329917 = -345304.918223
  nChanged 56
		SP:Iteration 9Q (70133.690000 sec): 3 clusters
  Score: Raw -348051.754719 + Penalty 2721.329917 = -345330.424802
  nChanged 56
		SP:Iteration 10Q (70133.770000 sec): 3 clusters
  Score: Raw -348072.340800 + Penalty 2721.329917 = -345351.010884
  nChanged 42
		SP:Iteration 11Q (70133.850000 sec): 3 clusters
  Score: Raw -348088.369077 + Penalty 2721.329917 = -345367.039160
  nChanged 32
		SP:Iteration 12Q (70133.930000 sec): 3 clusters
  Score: Raw -348099.486214 + Penalty 2721.329917 = -345378.156298
  nChanged 20
		SP:Iteration 13Q (70134.010000 sec): 3 clusters
  Score: Raw -348103.987332 + Penalty 2721.329917 = -345382.657415
  nChanged 12
		SP:Iteration 14Q (70134.090000 sec): 3 clusters
  Score: Raw -348107.333001 + Penalty 2721.329917 = -345386.003084
  nChanged 12
		SP:Iteration 15Q (70134.170000 sec): 3 clusters
  Score: Raw -348109.829709 + Penalty 2721.329917 = -345388.499792
  nChanged 5
		SP:Iteration 16Q (70134.260000 sec): 3 clusters
  Score: Raw -348111.083498 + Penalty 2721.329917 = -345389.753581
  nChanged 3
		SP:Iteration 17Q (70134.340000 sec): 3 clusters
  Score: Raw -348111.688215 + Penalty 2721.329917 = -345390.358298
  nChanged 3
		SP:Iteration 18Q (70134.420000 sec): 3 clusters
  Score: Raw -348112.075796 + Penalty 2721.329917 = -345390.745879
  nChanged 3
		SP:Iteration 19Q (70134.500000 sec): 3 clusters
  Score: Raw -348112.690728 + Penalty 2721.329917 = -345391.360811
  nChanged 3
		SP:Iteration 20F (70134.580000 sec): 3 clusters
  Score: Raw -348113.023016 + Penalty 2721.329917 = -345391.693099
  nChanged 3
		SP:Iteration 21Q (70134.660000 sec): 3 clusters
  Score: Raw -348113.459210 + Penalty 2721.329917 = -345392.129293
  nChanged 1
		SP:Iteration 22Q (70134.740000 sec): 3 clusters
  Score: Raw -348113.626122 + Penalty 2721.329917 = -345392.296206
  nChanged 2
		SP:Iteration 23Q (70134.820000 sec): 3 clusters
  Score: Raw -348113.891982 + Penalty 2721.329917 = -345392.562065
  nChanged 0
		SP:Iteration 24F (70134.900000 sec): 3 clusters
  Score: Raw -348113.891982 + Penalty 2721.329917 = -345392.562065
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 26 (25004 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (70135.170000 sec): 2 clusters
  Score: Raw -2255913.528706 + Penalty 1645.603552 = -2254267.925154
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (70135.510000 sec): 3 clusters
  Score: Raw -2240618.794212 + Penalty 3291.207105 = -2237327.587108
  nChanged 11430
		SP:Iteration 1F (70135.790000 sec): 3 clusters
  Score: Raw -2247097.710800 + Penalty 3291.207105 = -2243806.503695
  nChanged 1330
		SP:Iteration 2F (70136.070000 sec): 3 clusters
  Score: Raw -2247687.645774 + Penalty 3291.207105 = -2244396.438669
  nChanged 1392
		SP:Iteration 3F (70136.400000 sec): 3 clusters
  Score: Raw -2248389.893733 + Penalty 3291.207105 = -2245098.686628
  nChanged 1525
		SP:Iteration 4F (70136.680000 sec): 3 clusters
  Score: Raw -2249205.866910 + Penalty 3291.207105 = -2245914.659805
  nChanged 1530
		SP:Iteration 5F (70136.960000 sec): 3 clusters
  Score: Raw -2250021.997415 + Penalty 3291.207105 = -2246730.790310
  nChanged 1464
		SP:Iteration 6F (70137.290000 sec): 3 clusters
  Score: Raw -2250812.628885 + Penalty 3291.207105 = -2247521.421780
  nChanged 1330
		SP:Iteration 7F (70137.590000 sec): 3 clusters
  Score: Raw -2251461.893831 + Penalty 3291.207105 = -2248170.686726
  nChanged 1107
		SP:Iteration 8Q (70137.890000 sec): 3 clusters
  Score: Raw -2251995.827770 + Penalty 3291.207105 = -2248704.620666
  nChanged 997
		SP:Iteration 9Q (70138.230000 sec): 3 clusters
  Score: Raw -2252505.708413 + Penalty 3291.207105 = -2249214.501309
  nChanged 934
		SP:Iteration 10Q (70138.520000 sec): 3 clusters
  Score: Raw -2253017.913537 + Penalty 3291.207105 = -2249726.706432
  nChanged 899
		SP:Iteration 11Q (70138.870000 sec): 3 clusters
  Score: Raw -2253548.924758 + Penalty 3291.207105 = -2250257.717653
  nChanged 801
		SP:Iteration 12Q (70139.180000 sec): 3 clusters
  Score: Raw -2254063.136691 + Penalty 3291.207105 = -2250771.929586
  nChanged 708
		SP:Iteration 13Q (70139.510000 sec): 3 clusters
  Score: Raw -2254545.951552 + Penalty 3291.207105 = -2251254.744448
  nChanged 608
		SP:Iteration 14Q (70139.820000 sec): 3 clusters
  Score: Raw -2254996.977793 + Penalty 3291.207105 = -2251705.770689
  nChanged 481
		SP:Iteration 15Q (70140.100000 sec): 3 clusters
  Score: Raw -2255342.325585 + Penalty 3291.207105 = -2252051.118480
  nChanged 334
		SP:Iteration 16Q (70140.410000 sec): 3 clusters
  Score: Raw -2255587.478165 + Penalty 3291.207105 = -2252296.271061
  nChanged 260
		SP:Iteration 17Q (70140.700000 sec): 3 clusters
  Score: Raw -2255757.734189 + Penalty 3291.207105 = -2252466.527084
  nChanged 184
		SP:Iteration 18Q (70140.960000 sec): 3 clusters
  Score: Raw -2255869.026208 + Penalty 3291.207105 = -2252577.819103
  nChanged 116
		SP:Iteration 19Q (70141.220000 sec): 3 clusters
  Score: Raw -2255942.812323 + Penalty 3291.207105 = -2252651.605218
  nChanged 97
		SP:Iteration 20F (70141.500000 sec): 3 clusters
  Score: Raw -2255997.305120 + Penalty 3291.207105 = -2252706.098016
  nChanged 78
		SP:Iteration 21Q (70141.770000 sec): 3 clusters
  Score: Raw -2256036.984169 + Penalty 3291.207105 = -2252745.777064
  nChanged 66
		SP:Iteration 22Q (70142.080000 sec): 3 clusters
  Score: Raw -2256071.051168 + Penalty 3291.207105 = -2252779.844063
  nChanged 52
		SP:Iteration 23Q (70142.350000 sec): 3 clusters
  Score: Raw -2256091.650540 + Penalty 3291.207105 = -2252800.443435
  nChanged 40
		SP:Iteration 24Q (70142.630000 sec): 3 clusters
  Score: Raw -2256110.907887 + Penalty 3291.207105 = -2252819.700782
  nChanged 43
		SP:Iteration 25Q (70142.890000 sec): 3 clusters
  Score: Raw -2256131.599203 + Penalty 3291.207105 = -2252840.392099
  nChanged 39
		SP:Iteration 26Q (70143.150000 sec): 3 clusters
  Score: Raw -2256152.437699 + Penalty 3291.207105 = -2252861.230594
  nChanged 36
		SP:Iteration 27Q (70143.400000 sec): 3 clusters
  Score: Raw -2256167.899937 + Penalty 3291.207105 = -2252876.692833
  nChanged 30
		SP:Iteration 28Q (70143.660000 sec): 3 clusters
  Score: Raw -2256179.156136 + Penalty 3291.207105 = -2252887.949031
  nChanged 25
		SP:Iteration 29Q (70143.910000 sec): 3 clusters
  Score: Raw -2256188.940085 + Penalty 3291.207105 = -2252897.732981
  nChanged 22
		SP:Iteration 30Q (70144.170000 sec): 3 clusters
  Score: Raw -2256196.827342 + Penalty 3291.207105 = -2252905.620238
  nChanged 16
		SP:Iteration 31Q (70144.430000 sec): 3 clusters
  Score: Raw -2256201.768077 + Penalty 3291.207105 = -2252910.560973
  nChanged 12
		SP:Iteration 32Q (70144.680000 sec): 3 clusters
  Score: Raw -2256206.285925 + Penalty 3291.207105 = -2252915.078820
  nChanged 11
		SP:Iteration 33Q (70144.940000 sec): 3 clusters
  Score: Raw -2256210.837789 + Penalty 3291.207105 = -2252919.630685
  nChanged 9
		SP:Iteration 34Q (70145.190000 sec): 3 clusters
  Score: Raw -2256214.892825 + Penalty 3291.207105 = -2252923.685721
  nChanged 9
		SP:Iteration 35Q (70145.450000 sec): 3 clusters
  Score: Raw -2256218.501816 + Penalty 3291.207105 = -2252927.294711
  nChanged 10
		SP:Iteration 36Q (70145.710000 sec): 3 clusters
  Score: Raw -2256221.142277 + Penalty 3291.207105 = -2252929.935173
  nChanged 7
		SP:Iteration 37Q (70145.960000 sec): 3 clusters
  Score: Raw -2256224.175296 + Penalty 3291.207105 = -2252932.968192
  nChanged 6
		SP:Iteration 38Q (70146.220000 sec): 3 clusters
  Score: Raw -2256226.292713 + Penalty 3291.207105 = -2252935.085608
  nChanged 5
		SP:Iteration 39Q (70146.470000 sec): 3 clusters
  Score: Raw -2256228.042858 + Penalty 3291.207105 = -2252936.835754
  nChanged 5
		SP:Iteration 40F (70146.780000 sec): 3 clusters
  Score: Raw -2256229.587256 + Penalty 3291.207105 = -2252938.380152
  nChanged 7
		SP:Iteration 41Q (70147.060000 sec): 3 clusters
  Score: Raw -2256231.267181 + Penalty 3291.207105 = -2252940.060076
  nChanged 3
		SP:Iteration 42Q (70147.330000 sec): 3 clusters
  Score: Raw -2256232.148902 + Penalty 3291.207105 = -2252940.941797
  nChanged 5
		SP:Iteration 43Q (70147.600000 sec): 3 clusters
  Score: Raw -2256234.647267 + Penalty 3291.207105 = -2252943.440163
  nChanged 6
		SP:Iteration 44Q (70147.850000 sec): 3 clusters
  Score: Raw -2256236.566100 + Penalty 3291.207105 = -2252945.358995
  nChanged 6
		SP:Iteration 45Q (70148.100000 sec): 3 clusters
  Score: Raw -2256238.188611 + Penalty 3291.207105 = -2252946.981506
  nChanged 5
		SP:Iteration 46Q (70148.350000 sec): 3 clusters
  Score: Raw -2256239.875752 + Penalty 3291.207105 = -2252948.668647
  nChanged 4
		SP:Iteration 47Q (70148.600000 sec): 3 clusters
  Score: Raw -2256241.725144 + Penalty 3291.207105 = -2252950.518039
  nChanged 7
		SP:Iteration 48Q (70148.840000 sec): 3 clusters
  Score: Raw -2256244.588453 + Penalty 3291.207105 = -2252953.381348
  nChanged 7
		SP:Iteration 49Q (70149.120000 sec): 3 clusters
  Score: Raw -2256247.451889 + Penalty 3291.207105 = -2252956.244785
  nChanged 9
		SP:Iteration 50Q (70149.370000 sec): 3 clusters
  Score: Raw -2256250.197840 + Penalty 3291.207105 = -2252958.990735
  nChanged 4
		SP:Iteration 51Q (70149.620000 sec): 3 clusters
  Score: Raw -2256251.972756 + Penalty 3291.207105 = -2252960.765651
  nChanged 2
		SP:Iteration 52Q (70149.890000 sec): 3 clusters
  Score: Raw -2256252.533485 + Penalty 3291.207105 = -2252961.326381
  nChanged 4
		SP:Iteration 53Q (70150.140000 sec): 3 clusters
  Score: Raw -2256253.961114 + Penalty 3291.207105 = -2252962.754010
  nChanged 8
		SP:Iteration 54Q (70150.390000 sec): 3 clusters
  Score: Raw -2256256.730518 + Penalty 3291.207105 = -2252965.523414
  nChanged 4
		SP:Iteration 55Q (70150.650000 sec): 3 clusters
  Score: Raw -2256257.858846 + Penalty 3291.207105 = -2252966.651741
  nChanged 3
		SP:Iteration 56Q (70150.900000 sec): 3 clusters
  Score: Raw -2256258.746312 + Penalty 3291.207105 = -2252967.539207
  nChanged 1
		SP:Iteration 57Q (70151.150000 sec): 3 clusters
  Score: Raw -2256258.870749 + Penalty 3291.207105 = -2252967.663644
  nChanged 1
		SP:Iteration 58Q (70151.400000 sec): 3 clusters
  Score: Raw -2256259.291435 + Penalty 3291.207105 = -2252968.084331
  nChanged 1
		SP:Iteration 59Q (70151.670000 sec): 3 clusters
  Score: Raw -2256259.680157 + Penalty 3291.207105 = -2252968.473053
  nChanged 1
		SP:Iteration 60F (70151.940000 sec): 3 clusters
  Score: Raw -2256259.924416 + Penalty 3291.207105 = -2252968.717312
  nChanged 1
		SP:Iteration 61Q (70152.200000 sec): 3 clusters
  Score: Raw -2256260.248529 + Penalty 3291.207105 = -2252969.041424
  nChanged 3
		SP:Iteration 62Q (70152.450000 sec): 3 clusters
  Score: Raw -2256261.465366 + Penalty 3291.207105 = -2252970.258262
  nChanged 5
		SP:Iteration 63Q (70152.700000 sec): 3 clusters
  Score: Raw -2256264.041457 + Penalty 3291.207105 = -2252972.834352
  nChanged 2
		SP:Iteration 64Q (70152.960000 sec): 3 clusters
  Score: Raw -2256264.764524 + Penalty 3291.207105 = -2252973.557419
  nChanged 3
		SP:Iteration 65Q (70153.210000 sec): 3 clusters
  Score: Raw -2256265.852844 + Penalty 3291.207105 = -2252974.645739
  nChanged 4
		SP:Iteration 66Q (70153.460000 sec): 3 clusters
  Score: Raw -2256267.169351 + Penalty 3291.207105 = -2252975.962246
  nChanged 3
		SP:Iteration 67Q (70153.710000 sec): 3 clusters
  Score: Raw -2256268.781024 + Penalty 3291.207105 = -2252977.573920
  nChanged 5
		SP:Iteration 68Q (70153.960000 sec): 3 clusters
  Score: Raw -2256270.650496 + Penalty 3291.207105 = -2252979.443392
  nChanged 2
		SP:Iteration 69Q (70154.220000 sec): 3 clusters
  Score: Raw -2256271.062624 + Penalty 3291.207105 = -2252979.855519
  nChanged 0
		SP:Iteration 70F (70154.490000 sec): 3 clusters
  Score: Raw -2256271.062624 + Penalty 3291.207105 = -2252979.855519
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 27 (3293 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (70154.560000 sec): 2 clusters
  Score: Raw -276178.102599 + Penalty 1316.177571 = -274861.925028
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (70154.640000 sec): 3 clusters
  Score: Raw -274601.730850 + Penalty 2632.355142 = -271969.375708
  nChanged 1279
		SP:Iteration 1F (70154.700000 sec): 3 clusters
  Score: Raw -275390.371619 + Penalty 2632.355142 = -272758.016477
  nChanged 258
		SP:Iteration 2F (70154.760000 sec): 3 clusters
  Score: Raw -275598.256445 + Penalty 2632.355142 = -272965.901303
  nChanged 213
		SP:Iteration 3F (70154.830000 sec): 3 clusters
  Score: Raw -275776.412115 + Penalty 2632.355142 = -273144.056974
  nChanged 211
		SP:Iteration 4F (70154.890000 sec): 3 clusters
  Score: Raw -275961.656256 + Penalty 2632.355142 = -273329.301114
  nChanged 196
		SP:Iteration 5F (70154.950000 sec): 3 clusters
  Score: Raw -276125.917837 + Penalty 2632.355142 = -273493.562696
  nChanged 149
		SP:Iteration 6Q (70155.010000 sec): 3 clusters
  Score: Raw -276246.058714 + Penalty 2632.355142 = -273613.703572
  nChanged 120
		SP:Iteration 7Q (70155.070000 sec): 3 clusters
  Score: Raw -276342.830459 + Penalty 2632.355142 = -273710.475317
  nChanged 110
		SP:Iteration 8Q (70155.140000 sec): 3 clusters
  Score: Raw -276425.394904 + Penalty 2632.355142 = -273793.039763
  nChanged 85
		SP:Iteration 9Q (70155.200000 sec): 3 clusters
  Score: Raw -276490.335563 + Penalty 2632.355142 = -273857.980422
  nChanged 74
		SP:Iteration 10Q (70155.260000 sec): 3 clusters
  Score: Raw -276551.573702 + Penalty 2632.355142 = -273919.218560
  nChanged 68
		SP:Iteration 11Q (70155.320000 sec): 3 clusters
  Score: Raw -276607.544417 + Penalty 2632.355142 = -273975.189276
  nChanged 53
		SP:Iteration 12Q (70155.390000 sec): 3 clusters
  Score: Raw -276650.793492 + Penalty 2632.355142 = -274018.438350
  nChanged 41
		SP:Iteration 13Q (70155.440000 sec): 3 clusters
  Score: Raw -276678.199587 + Penalty 2632.355142 = -274045.844445
  nChanged 37
		SP:Iteration 14Q (70155.510000 sec): 3 clusters
  Score: Raw -276702.194108 + Penalty 2632.355142 = -274069.838966
  nChanged 36
		SP:Iteration 15Q (70155.570000 sec): 3 clusters
  Score: Raw -276725.758951 + Penalty 2632.355142 = -274093.403809
  nChanged 25
		SP:Iteration 16Q (70155.630000 sec): 3 clusters
  Score: Raw -276747.201892 + Penalty 2632.355142 = -274114.846750
  nChanged 27
		SP:Iteration 17Q (70155.690000 sec): 3 clusters
  Score: Raw -276766.662679 + Penalty 2632.355142 = -274134.307538
  nChanged 22
		SP:Iteration 18Q (70155.750000 sec): 3 clusters
  Score: Raw -276782.406669 + Penalty 2632.355142 = -274150.051527
  nChanged 17
		SP:Iteration 19Q (70155.810000 sec): 3 clusters
  Score: Raw -276789.715113 + Penalty 2632.355142 = -274157.359971
  nChanged 8
		SP:Iteration 20F (70155.880000 sec): 3 clusters
  Score: Raw -276793.133490 + Penalty 2632.355142 = -274160.778348
  nChanged 11
		SP:Iteration 21Q (70155.940000 sec): 3 clusters
  Score: Raw -276798.026306 + Penalty 2632.355142 = -274165.671164
  nChanged 10
		SP:Iteration 22Q (70156.000000 sec): 3 clusters
  Score: Raw -276801.924115 + Penalty 2632.355142 = -274169.568973
  nChanged 4
		SP:Iteration 23Q (70156.060000 sec): 3 clusters
  Score: Raw -276804.295621 + Penalty 2632.355142 = -274171.940479
  nChanged 5
		SP:Iteration 24Q (70156.120000 sec): 3 clusters
  Score: Raw -276805.800232 + Penalty 2632.355142 = -274173.445090
  nChanged 3
		SP:Iteration 25Q (70156.180000 sec): 3 clusters
  Score: Raw -276807.132184 + Penalty 2632.355142 = -274174.777042
  nChanged 4
		SP:Iteration 26Q (70156.240000 sec): 3 clusters
  Score: Raw -276808.295494 + Penalty 2632.355142 = -274175.940352
  nChanged 1
		SP:Iteration 27Q (70156.300000 sec): 3 clusters
  Score: Raw -276808.633727 + Penalty 2632.355142 = -274176.278586
  nChanged 0
		SP:Iteration 28F (70156.360000 sec): 3 clusters
  Score: Raw -276808.633727 + Penalty 2632.355142 = -274176.278586
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 28 (3495 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (70156.430000 sec): 2 clusters
  Score: Raw -312263.946858 + Penalty 1325.851906 = -310938.094952
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (70156.500000 sec): 3 clusters
  Score: Raw -310554.802274 + Penalty 2651.703813 = -307903.098461
  nChanged 1358
		SP:Iteration 1F (70156.560000 sec): 3 clusters
  Score: Raw -311311.182962 + Penalty 2651.703813 = -308659.479149
  nChanged 245
		SP:Iteration 2F (70156.630000 sec): 3 clusters
  Score: Raw -311462.135298 + Penalty 2651.703813 = -308810.431485
  nChanged 181
		SP:Iteration 3F (70156.700000 sec): 3 clusters
  Score: Raw -311568.631003 + Penalty 2651.703813 = -308916.927191
  nChanged 138
		SP:Iteration 4Q (70156.760000 sec): 3 clusters
  Score: Raw -311646.342562 + Penalty 2651.703813 = -308994.638750
  nChanged 120
		SP:Iteration 5Q (70156.830000 sec): 3 clusters
  Score: Raw -311706.928817 + Penalty 2651.703813 = -309055.225005
  nChanged 105
		SP:Iteration 6Q (70156.900000 sec): 3 clusters
  Score: Raw -311752.296645 + Penalty 2651.703813 = -309100.592832
  nChanged 74
		SP:Iteration 7Q (70156.960000 sec): 3 clusters
  Score: Raw -311784.985562 + Penalty 2651.703813 = -309133.281749
  nChanged 71
		SP:Iteration 8Q (70157.030000 sec): 3 clusters
  Score: Raw -311818.497178 + Penalty 2651.703813 = -309166.793365
  nChanged 81
		SP:Iteration 9Q (70157.090000 sec): 3 clusters
  Score: Raw -311856.438727 + Penalty 2651.703813 = -309204.734914
  nChanged 85
		SP:Iteration 10Q (70157.160000 sec): 3 clusters
  Score: Raw -311900.806996 + Penalty 2651.703813 = -309249.103183
  nChanged 81
		SP:Iteration 11Q (70157.230000 sec): 3 clusters
  Score: Raw -311939.339542 + Penalty 2651.703813 = -309287.635730
  nChanged 76
		SP:Iteration 12Q (70157.290000 sec): 3 clusters
  Score: Raw -311973.696039 + Penalty 2651.703813 = -309321.992226
  nChanged 79
		SP:Iteration 13Q (70157.360000 sec): 3 clusters
  Score: Raw -312008.938950 + Penalty 2651.703813 = -309357.235137
  nChanged 72
		SP:Iteration 14Q (70157.420000 sec): 3 clusters
  Score: Raw -312046.088960 + Penalty 2651.703813 = -309394.385147
  nChanged 76
		SP:Iteration 15Q (70157.490000 sec): 3 clusters
  Score: Raw -312081.086705 + Penalty 2651.703813 = -309429.382893
  nChanged 70
		SP:Iteration 16Q (70157.560000 sec): 3 clusters
  Score: Raw -312111.147955 + Penalty 2651.703813 = -309459.444142
  nChanged 54
		SP:Iteration 17Q (70157.620000 sec): 3 clusters
  Score: Raw -312133.465956 + Penalty 2651.703813 = -309481.762143
  nChanged 52
		SP:Iteration 18Q (70157.690000 sec): 3 clusters
  Score: Raw -312153.700144 + Penalty 2651.703813 = -309501.996331
  nChanged 36
		SP:Iteration 19Q (70157.760000 sec): 3 clusters
  Score: Raw -312165.075565 + Penalty 2651.703813 = -309513.371752
  nChanged 23
		SP:Iteration 20F (70157.820000 sec): 3 clusters
  Score: Raw -312172.226231 + Penalty 2651.703813 = -309520.522418
  nChanged 20
		SP:Iteration 21Q (70157.880000 sec): 3 clusters
  Score: Raw -312178.774683 + Penalty 2651.703813 = -309527.070871
  nChanged 25
		SP:Iteration 22Q (70157.950000 sec): 3 clusters
  Score: Raw -312188.574153 + Penalty 2651.703813 = -309536.870340
  nChanged 24
		SP:Iteration 23Q (70158.020000 sec): 3 clusters
  Score: Raw -312196.015585 + Penalty 2651.703813 = -309544.311772
  nChanged 20
		SP:Iteration 24Q (70158.080000 sec): 3 clusters
  Score: Raw -312203.927232 + Penalty 2651.703813 = -309552.223419
  nChanged 18
		SP:Iteration 25Q (70158.150000 sec): 3 clusters
  Score: Raw -312209.870689 + Penalty 2651.703813 = -309558.166877
  nChanged 15
		SP:Iteration 26Q (70158.220000 sec): 3 clusters
  Score: Raw -312214.152470 + Penalty 2651.703813 = -309562.448657
  nChanged 13
		SP:Iteration 27Q (70158.280000 sec): 3 clusters
  Score: Raw -312218.321797 + Penalty 2651.703813 = -309566.617984
  nChanged 12
		SP:Iteration 28Q (70158.350000 sec): 3 clusters
  Score: Raw -312221.289313 + Penalty 2651.703813 = -309569.585501
  nChanged 5
		SP:Iteration 29Q (70158.420000 sec): 3 clusters
  Score: Raw -312222.515582 + Penalty 2651.703813 = -309570.811769
  nChanged 6
		SP:Iteration 30Q (70158.480000 sec): 3 clusters
  Score: Raw -312224.515569 + Penalty 2651.703813 = -309572.811756
  nChanged 4
		SP:Iteration 31Q (70158.550000 sec): 3 clusters
  Score: Raw -312225.591137 + Penalty 2651.703813 = -309573.887324
  nChanged 3
		SP:Iteration 32Q (70158.610000 sec): 3 clusters
  Score: Raw -312226.401864 + Penalty 2651.703813 = -309574.698051
  nChanged 8
		SP:Iteration 33Q (70158.680000 sec): 3 clusters
  Score: Raw -312229.042965 + Penalty 2651.703813 = -309577.339152
  nChanged 11
		SP:Iteration 34Q (70158.750000 sec): 3 clusters
  Score: Raw -312232.681589 + Penalty 2651.703813 = -309580.977776
  nChanged 11
		SP:Iteration 35Q (70158.810000 sec): 3 clusters
  Score: Raw -312236.841258 + Penalty 2651.703813 = -309585.137446
  nChanged 7
		SP:Iteration 36Q (70158.880000 sec): 3 clusters
  Score: Raw -312238.503133 + Penalty 2651.703813 = -309586.799321
  nChanged 5
		SP:Iteration 37Q (70158.940000 sec): 3 clusters
  Score: Raw -312239.932574 + Penalty 2651.703813 = -309588.228761
  nChanged 3
		SP:Iteration 38Q (70159.010000 sec): 3 clusters
  Score: Raw -312240.760753 + Penalty 2651.703813 = -309589.056940
  nChanged 4
		SP:Iteration 39Q (70159.080000 sec): 3 clusters
  Score: Raw -312241.643319 + Penalty 2651.703813 = -309589.939507
  nChanged 1
		SP:Iteration 40F (70159.140000 sec): 3 clusters
  Score: Raw -312241.729584 + Penalty 2651.703813 = -309590.025771
  nChanged 1
		SP:Iteration 41Q (70159.210000 sec): 3 clusters
  Score: Raw -312241.950583 + Penalty 2651.703813 = -309590.246770
  nChanged 0
		SP:Iteration 42F (70159.270000 sec): 3 clusters
  Score: Raw -312241.950583 + Penalty 2651.703813 = -309590.246770
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 29 (23404 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (70159.480000 sec): 2 clusters
  Score: Raw -2124349.143090 + Penalty 1634.857612 = -2122714.285478
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (70159.810000 sec): 3 clusters
  Score: Raw -2110132.728971 + Penalty 3269.715224 = -2106863.013747
  nChanged 10592
		SP:Iteration 1F (70160.080000 sec): 3 clusters
  Score: Raw -2116024.632800 + Penalty 3269.715224 = -2112754.917576
  nChanged 1212
		SP:Iteration 2F (70160.340000 sec): 3 clusters
  Score: Raw -2116473.294355 + Penalty 3269.715224 = -2113203.579131
  nChanged 1177
		SP:Iteration 3F (70160.610000 sec): 3 clusters
  Score: Raw -2116920.177371 + Penalty 3269.715224 = -2113650.462147
  nChanged 1099
		SP:Iteration 4Q (70160.900000 sec): 3 clusters
  Score: Raw -2117342.512211 + Penalty 3269.715224 = -2114072.796987
  nChanged 1060
		SP:Iteration 5Q (70161.210000 sec): 3 clusters
  Score: Raw -2117752.275721 + Penalty 3269.715224 = -2114482.560497
  nChanged 984
		SP:Iteration 6Q (70161.500000 sec): 3 clusters
  Score: Raw -2118128.845393 + Penalty 3269.715224 = -2114859.130169
  nChanged 931
		SP:Iteration 7Q (70161.830000 sec): 3 clusters
  Score: Raw -2118534.783625 + Penalty 3269.715224 = -2115265.068402
  nChanged 948
		SP:Iteration 8Q (70162.120000 sec): 3 clusters
  Score: Raw -2118960.485974 + Penalty 3269.715224 = -2115690.770750
  nChanged 987
		SP:Iteration 9Q (70162.430000 sec): 3 clusters
  Score: Raw -2119420.132020 + Penalty 3269.715224 = -2116150.416796
  nChanged 913
		SP:Iteration 10Q (70162.720000 sec): 3 clusters
  Score: Raw -2119893.101950 + Penalty 3269.715224 = -2116623.386727
  nChanged 952
		SP:Iteration 11Q (70163.000000 sec): 3 clusters
  Score: Raw -2120457.003153 + Penalty 3269.715224 = -2117187.287929
  nChanged 925
		SP:Iteration 12Q (70163.330000 sec): 3 clusters
  Score: Raw -2121056.021453 + Penalty 3269.715224 = -2117786.306229
  nChanged 853
		SP:Iteration 13Q (70163.610000 sec): 3 clusters
  Score: Raw -2121622.598857 + Penalty 3269.715224 = -2118352.883634
  nChanged 752
		SP:Iteration 14Q (70163.910000 sec): 3 clusters
  Score: Raw -2122118.829086 + Penalty 3269.715224 = -2118849.113863
  nChanged 637
		SP:Iteration 15Q (70164.190000 sec): 3 clusters
  Score: Raw -2122526.950014 + Penalty 3269.715224 = -2119257.234790
  nChanged 527
		SP:Iteration 16Q (70164.470000 sec): 3 clusters
  Score: Raw -2122846.574303 + Penalty 3269.715224 = -2119576.859079
  nChanged 414
		SP:Iteration 17Q (70164.740000 sec): 3 clusters
  Score: Raw -2123084.658132 + Penalty 3269.715224 = -2119814.942908
  nChanged 358
		SP:Iteration 18Q (70165.020000 sec): 3 clusters
  Score: Raw -2123298.076647 + Penalty 3269.715224 = -2120028.361423
  nChanged 348
		SP:Iteration 19Q (70165.300000 sec): 3 clusters
  Score: Raw -2123500.619009 + Penalty 3269.715224 = -2120230.903786
  nChanged 326
		SP:Iteration 20F (70165.620000 sec): 3 clusters
  Score: Raw -2123694.043593 + Penalty 3269.715224 = -2120424.328370
  nChanged 271
		SP:Iteration 21Q (70165.900000 sec): 3 clusters
  Score: Raw -2123859.126242 + Penalty 3269.715224 = -2120589.411018
  nChanged 244
		SP:Iteration 22Q (70166.180000 sec): 3 clusters
  Score: Raw -2124016.441815 + Penalty 3269.715224 = -2120746.726591
  nChanged 198
		SP:Iteration 23Q (70166.460000 sec): 3 clusters
  Score: Raw -2124131.674221 + Penalty 3269.715224 = -2120861.958997
  nChanged 168
		SP:Iteration 24Q (70166.730000 sec): 3 clusters
  Score: Raw -2124232.929290 + Penalty 3269.715224 = -2120963.214067
  nChanged 126
		SP:Iteration 25Q (70167.010000 sec): 3 clusters
  Score: Raw -2124312.796143 + Penalty 3269.715224 = -2121043.080919
  nChanged 79
		SP:Iteration 26Q (70167.400000 sec): 3 clusters
  Score: Raw -2124362.017105 + Penalty 3269.715224 = -2121092.301881
  nChanged 68
		SP:Iteration 27Q (70167.700000 sec): 3 clusters
  Score: Raw -2124403.978749 + Penalty 3269.715224 = -2121134.263525
  nChanged 51
		SP:Iteration 28Q (70167.980000 sec): 3 clusters
  Score: Raw -2124439.004097 + Penalty 3269.715224 = -2121169.288874
  nChanged 42
		SP:Iteration 29Q (70168.270000 sec): 3 clusters
  Score: Raw -2124465.403066 + Penalty 3269.715224 = -2121195.687842
  nChanged 36
		SP:Iteration 30Q (70168.600000 sec): 3 clusters
  Score: Raw -2124494.764576 + Penalty 3269.715224 = -2121225.049352
  nChanged 44
		SP:Iteration 31Q (70168.890000 sec): 3 clusters
  Score: Raw -2124525.243809 + Penalty 3269.715224 = -2121255.528586
  nChanged 34
		SP:Iteration 32Q (70169.200000 sec): 3 clusters
  Score: Raw -2124548.887356 + Penalty 3269.715224 = -2121279.172132
  nChanged 24
		SP:Iteration 33Q (70169.480000 sec): 3 clusters
  Score: Raw -2124566.452981 + Penalty 3269.715224 = -2121296.737757
  nChanged 17
		SP:Iteration 34Q (70169.760000 sec): 3 clusters
  Score: Raw -2124577.802990 + Penalty 3269.715224 = -2121308.087766
  nChanged 16
		SP:Iteration 35Q (70170.080000 sec): 3 clusters
  Score: Raw -2124589.528598 + Penalty 3269.715224 = -2121319.813374
  nChanged 12
		SP:Iteration 36Q (70170.360000 sec): 3 clusters
  Score: Raw -2124597.356363 + Penalty 3269.715224 = -2121327.641139
  nChanged 8
		SP:Iteration 37Q (70170.640000 sec): 3 clusters
  Score: Raw -2124603.397243 + Penalty 3269.715224 = -2121333.682020
  nChanged 3
		SP:Iteration 38Q (70170.950000 sec): 3 clusters
  Score: Raw -2124605.723640 + Penalty 3269.715224 = -2121336.008417
  nChanged 5
		SP:Iteration 39Q (70171.240000 sec): 3 clusters
  Score: Raw -2124609.809525 + Penalty 3269.715224 = -2121340.094301
  nChanged 4
		SP:Iteration 40F (70171.500000 sec): 3 clusters
  Score: Raw -2124611.787876 + Penalty 3269.715224 = -2121342.072652
  nChanged 1
		SP:Iteration 41Q (70171.780000 sec): 3 clusters
  Score: Raw -2124612.082027 + Penalty 3269.715224 = -2121342.366803
  nChanged 1
		SP:Iteration 42Q (70172.060000 sec): 3 clusters
  Score: Raw -2124612.842611 + Penalty 3269.715224 = -2121343.127387
  nChanged 2
		SP:Iteration 43Q (70172.390000 sec): 3 clusters
  Score: Raw -2124613.792018 + Penalty 3269.715224 = -2121344.076794
  nChanged 1
		SP:Iteration 44Q (70172.670000 sec): 3 clusters
  Score: Raw -2124614.552295 + Penalty 3269.715224 = -2121344.837071
  nChanged 2
		SP:Iteration 45Q (70172.960000 sec): 3 clusters
  Score: Raw -2124617.019163 + Penalty 3269.715224 = -2121347.303940
  nChanged 1
		SP:Iteration 46Q (70173.260000 sec): 3 clusters
  Score: Raw -2124618.002799 + Penalty 3269.715224 = -2121348.287575
  nChanged 2
		SP:Iteration 47Q (70173.540000 sec): 3 clusters
  Score: Raw -2124618.828591 + Penalty 3269.715224 = -2121349.113367
  nChanged 1
		SP:Iteration 48Q (70173.820000 sec): 3 clusters
  Score: Raw -2124619.484183 + Penalty 3269.715224 = -2121349.768959
  nChanged 0
		SP:Iteration 49F (70174.090000 sec): 3 clusters
  Score: Raw -2124619.484183 + Penalty 3269.715224 = -2121349.768959
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 30 (948 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (70174.140000 sec): 2 clusters
  Score: Raw -63583.948270 + Penalty 1113.832607 = -62470.115664
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (70174.170000 sec): 3 clusters
  Score: Raw -63366.495403 + Penalty 2227.665213 = -61138.830190
  nChanged 290
		SP:Iteration 1F (70174.190000 sec): 3 clusters
  Score: Raw -63774.743409 + Penalty 2227.665213 = -61547.078196
  nChanged 91
		SP:Iteration 2F (70174.220000 sec): 3 clusters
  Score: Raw -63921.872340 + Penalty 2227.665213 = -61694.207127
  nChanged 37
		SP:Iteration 3Q (70174.240000 sec): 3 clusters
  Score: Raw -63973.802851 + Penalty 2227.665213 = -61746.137638
  nChanged 28
		SP:Iteration 4Q (70174.260000 sec): 3 clusters
  Score: Raw -64010.638433 + Penalty 2227.665213 = -61782.973220
  nChanged 20
		SP:Iteration 5Q (70174.290000 sec): 3 clusters
  Score: Raw -64055.115143 + Penalty 2227.665213 = -61827.449930
  nChanged 24
		SP:Iteration 6Q (70174.310000 sec): 3 clusters
  Score: Raw -64094.258576 + Penalty 2227.665213 = -61866.593363
  nChanged 20
		SP:Iteration 7Q (70174.330000 sec): 3 clusters
  Score: Raw -64123.142841 + Penalty 2227.665213 = -61895.477628
  nChanged 18
		SP:Iteration 8Q (70174.340000 sec): 3 clusters
  Score: Raw -64155.440803 + Penalty 2227.665213 = -61927.775590
  nChanged 18
		SP:Iteration 9Q (70174.360000 sec): 3 clusters
  Score: Raw -64180.263973 + Penalty 2227.665213 = -61952.598759
  nChanged 12
		SP:Iteration 10Q (70174.380000 sec): 3 clusters
  Score: Raw -64196.965702 + Penalty 2227.665213 = -61969.300489
  nChanged 7
		SP:Iteration 11Q (70174.400000 sec): 3 clusters
  Score: Raw -64202.026860 + Penalty 2227.665213 = -61974.361647
  nChanged 2
		SP:Iteration 12Q (70174.420000 sec): 3 clusters
  Score: Raw -64204.966830 + Penalty 2227.665213 = -61977.301617
  nChanged 1
		SP:Iteration 13Q (70174.440000 sec): 3 clusters
  Score: Raw -64205.960564 + Penalty 2227.665213 = -61978.295351
  nChanged 1
		SP:Iteration 14Q (70174.450000 sec): 3 clusters
  Score: Raw -64206.554859 + Penalty 2227.665213 = -61978.889646
  nChanged 1
		SP:Iteration 15Q (70174.470000 sec): 3 clusters
  Score: Raw -64206.933026 + Penalty 2227.665213 = -61979.267813
  nChanged 1
		SP:Iteration 16Q (70174.490000 sec): 3 clusters
  Score: Raw -64209.047356 + Penalty 2227.665213 = -61981.382143
  nChanged 3
		SP:Iteration 17Q (70174.510000 sec): 3 clusters
  Score: Raw -64212.592264 + Penalty 2227.665213 = -61984.927051
  nChanged 1
		SP:Iteration 18Q (70174.530000 sec): 3 clusters
  Score: Raw -64213.567958 + Penalty 2227.665213 = -61985.902744
  nChanged 0
		SP:Iteration 19F (70174.540000 sec): 3 clusters
  Score: Raw -64213.567958 + Penalty 2227.665213 = -61985.902744
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 31 (516 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (70174.580000 sec): 2 clusters
  Score: Raw -47699.621489 + Penalty 1014.992349 = -46684.629140
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (70174.590000 sec): 3 clusters
  Score: Raw -47633.012285 + Penalty 2029.984699 = -45603.027586
  nChanged 114
		SP:Iteration 1F (70174.600000 sec): 3 clusters
  Score: Raw -47790.479799 + Penalty 2029.984699 = -45760.495100
  nChanged 27
		SP:Iteration 2F (70174.610000 sec): 3 clusters
  Score: Raw -47828.938912 + Penalty 2029.984699 = -45798.954213
  nChanged 17
		SP:Iteration 3Q (70174.620000 sec): 3 clusters
  Score: Raw -47866.784939 + Penalty 2029.984699 = -45836.800241
  nChanged 6
		SP:Iteration 4Q (70174.630000 sec): 3 clusters
  Score: Raw -47877.298647 + Penalty 2029.984699 = -45847.313948
  nChanged 5
		SP:Iteration 5Q (70174.640000 sec): 3 clusters
  Score: Raw -47885.249862 + Penalty 2029.984699 = -45855.265163
  nChanged 6
		SP:Iteration 6Q (70174.660000 sec): 3 clusters
  Score: Raw -47895.779674 + Penalty 2029.984699 = -45865.794976
  nChanged 8
		SP:Iteration 7Q (70174.670000 sec): 3 clusters
  Score: Raw -47944.413115 + Penalty 2029.984699 = -45914.428417
  nChanged 11
		SP:Iteration 8Q (70174.680000 sec): 3 clusters
  Score: Raw -48109.202964 + Penalty 2029.984699 = -46079.218265
  nChanged 23
		SP:Iteration 9Q (70174.690000 sec): 3 clusters
  Score: Raw -48285.818564 + Penalty 2029.984699 = -46255.833865
  nChanged 31
		SP:Iteration 10F (70174.700000 sec): 3 clusters
  Score: Raw -48351.328314 + Penalty 2029.984699 = -46321.343615
  nChanged 20
		SP:Iteration 11Q (70174.710000 sec): 3 clusters
  Score: Raw -48391.763957 + Penalty 2029.984699 = -46361.779258
  nChanged 11
		SP:Iteration 12Q (70174.720000 sec): 3 clusters
  Score: Raw -48420.660849 + Penalty 2029.984699 = -46390.676151
  nChanged 8
		SP:Iteration 13Q (70174.730000 sec): 3 clusters
  Score: Raw -48438.767067 + Penalty 2029.984699 = -46408.782368
  nChanged 7
		SP:Iteration 14Q (70174.740000 sec): 3 clusters
  Score: Raw -48460.887913 + Penalty 2029.984699 = -46430.903214
  nChanged 4
		SP:Iteration 15Q (70174.750000 sec): 3 clusters
  Score: Raw -48472.109541 + Penalty 2029.984699 = -46442.124843
  nChanged 3
		SP:Iteration 16Q (70174.760000 sec): 3 clusters
  Score: Raw -48480.944863 + Penalty 2029.984699 = -46450.960164
  nChanged 3
		SP:Iteration 17Q (70174.770000 sec): 3 clusters
  Score: Raw -48486.669538 + Penalty 2029.984699 = -46456.684839
  nChanged 4
		SP:Iteration 18Q (70174.780000 sec): 3 clusters
  Score: Raw -48495.305600 + Penalty 2029.984699 = -46465.320901
  nChanged 2
		SP:Iteration 19Q (70174.790000 sec): 3 clusters
  Score: Raw -48500.806732 + Penalty 2029.984699 = -46470.822033
  nChanged 0
		SP:Iteration 20F (70174.800000 sec): 3 clusters
  Score: Raw -48500.806732 + Penalty 2029.984699 = -46470.822033
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 32 (6211 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (70174.890000 sec): 2 clusters
  Score: Raw -561831.910249 + Penalty 1419.287544 = -560412.622705
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (70175.010000 sec): 3 clusters
  Score: Raw -558502.407193 + Penalty 2838.575088 = -555663.832105
  nChanged 2614
		SP:Iteration 1F (70175.120000 sec): 3 clusters
  Score: Raw -559992.987261 + Penalty 2838.575088 = -557154.412174
  nChanged 486
		SP:Iteration 2F (70175.230000 sec): 3 clusters
  Score: Raw -560301.824292 + Penalty 2838.575088 = -557463.249204
  nChanged 421
		SP:Iteration 3F (70175.340000 sec): 3 clusters
  Score: Raw -560579.597711 + Penalty 2838.575088 = -557741.022624
  nChanged 361
		SP:Iteration 4F (70175.440000 sec): 3 clusters
  Score: Raw -560847.644978 + Penalty 2838.575088 = -558009.069890
  nChanged 348
		SP:Iteration 5F (70175.550000 sec): 3 clusters
  Score: Raw -561120.581446 + Penalty 2838.575088 = -558282.006359
  nChanged 270
		SP:Iteration 6Q (70175.660000 sec): 3 clusters
  Score: Raw -561347.086996 + Penalty 2838.575088 = -558508.511908
  nChanged 244
		SP:Iteration 7Q (70175.770000 sec): 3 clusters
  Score: Raw -561551.836517 + Penalty 2838.575088 = -558713.261430
  nChanged 215
		SP:Iteration 8Q (70175.880000 sec): 3 clusters
  Score: Raw -561705.105693 + Penalty 2838.575088 = -558866.530606
  nChanged 206
		SP:Iteration 9Q (70175.990000 sec): 3 clusters
  Score: Raw -561843.126772 + Penalty 2838.575088 = -559004.551684
  nChanged 197
		SP:Iteration 10Q (70176.100000 sec): 3 clusters
  Score: Raw -561989.135486 + Penalty 2838.575088 = -559150.560399
  nChanged 198
		SP:Iteration 11Q (70176.210000 sec): 3 clusters
  Score: Raw -562111.696128 + Penalty 2838.575088 = -559273.121040
  nChanged 160
		SP:Iteration 12Q (70176.310000 sec): 3 clusters
  Score: Raw -562190.565955 + Penalty 2838.575088 = -559351.990868
  nChanged 119
		SP:Iteration 13Q (70176.420000 sec): 3 clusters
  Score: Raw -562237.838097 + Penalty 2838.575088 = -559399.263009
  nChanged 83
		SP:Iteration 14Q (70176.530000 sec): 3 clusters
  Score: Raw -562268.593165 + Penalty 2838.575088 = -559430.018078
  nChanged 68
		SP:Iteration 15Q (70176.630000 sec): 3 clusters
  Score: Raw -562288.292284 + Penalty 2838.575088 = -559449.717197
  nChanged 40
		SP:Iteration 16Q (70176.740000 sec): 3 clusters
  Score: Raw -562299.370098 + Penalty 2838.575088 = -559460.795010
  nChanged 36
		SP:Iteration 17Q (70176.850000 sec): 3 clusters
  Score: Raw -562307.537806 + Penalty 2838.575088 = -559468.962718
  nChanged 24
		SP:Iteration 18Q (70176.950000 sec): 3 clusters
  Score: Raw -562312.790149 + Penalty 2838.575088 = -559474.215062
  nChanged 14
		SP:Iteration 19Q (70177.060000 sec): 3 clusters
  Score: Raw -562315.393565 + Penalty 2838.575088 = -559476.818478
  nChanged 14
		SP:Iteration 20F (70177.170000 sec): 3 clusters
  Score: Raw -562317.578927 + Penalty 2838.575088 = -559479.003839
  nChanged 13
		SP:Iteration 21Q (70177.280000 sec): 3 clusters
  Score: Raw -562319.026140 + Penalty 2838.575088 = -559480.451052
  nChanged 5
		SP:Iteration 22Q (70177.390000 sec): 3 clusters
  Score: Raw -562319.433503 + Penalty 2838.575088 = -559480.858415
  nChanged 3
		SP:Iteration 23Q (70177.500000 sec): 3 clusters
  Score: Raw -562319.833579 + Penalty 2838.575088 = -559481.258491
  nChanged 3
		SP:Iteration 24Q (70177.610000 sec): 3 clusters
  Score: Raw -562320.345918 + Penalty 2838.575088 = -559481.770831
  nChanged 2
		SP:Iteration 25Q (70177.710000 sec): 3 clusters
  Score: Raw -562321.071490 + Penalty 2838.575088 = -559482.496402
  nChanged 3
		SP:Iteration 26Q (70177.820000 sec): 3 clusters
  Score: Raw -562321.563630 + Penalty 2838.575088 = -559482.988542
  nChanged 1
		SP:Iteration 27Q (70177.930000 sec): 3 clusters
  Score: Raw -562322.002508 + Penalty 2838.575088 = -559483.427421
  nChanged 4
		SP:Iteration 28Q (70178.030000 sec): 3 clusters
  Score: Raw -562322.763420 + Penalty 2838.575088 = -559484.188333
  nChanged 5
		SP:Iteration 29Q (70178.140000 sec): 3 clusters
  Score: Raw -562323.556440 + Penalty 2838.575088 = -559484.981353
  nChanged 4
		SP:Iteration 30Q (70178.250000 sec): 3 clusters
  Score: Raw -562324.190872 + Penalty 2838.575088 = -559485.615785
  nChanged 4
		SP:Iteration 31Q (70178.360000 sec): 3 clusters
  Score: Raw -562324.842559 + Penalty 2838.575088 = -559486.267472
  nChanged 4
		SP:Iteration 32Q (70178.470000 sec): 3 clusters
  Score: Raw -562325.826028 + Penalty 2838.575088 = -559487.250940
  nChanged 3
		SP:Iteration 33Q (70178.570000 sec): 3 clusters
  Score: Raw -562326.315567 + Penalty 2838.575088 = -559487.740479
  nChanged 2
		SP:Iteration 34Q (70178.680000 sec): 3 clusters
  Score: Raw -562326.484802 + Penalty 2838.575088 = -559487.909714
  nChanged 0
		SP:Iteration 35F (70178.790000 sec): 3 clusters
  Score: Raw -562326.484802 + Penalty 2838.575088 = -559487.909714
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 33 (4872 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (70178.870000 sec): 2 clusters
  Score: Raw -402166.626375 + Penalty 1379.829719 = -400786.796656
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (70178.970000 sec): 3 clusters
  Score: Raw -399642.296877 + Penalty 2759.659438 = -396882.637439
  nChanged 1954
		SP:Iteration 1F (70179.060000 sec): 3 clusters
  Score: Raw -400897.717993 + Penalty 2759.659438 = -398138.058555
  nChanged 464
		SP:Iteration 2F (70179.150000 sec): 3 clusters
  Score: Raw -401320.624006 + Penalty 2759.659438 = -398560.964568
  nChanged 375
		SP:Iteration 3F (70179.240000 sec): 3 clusters
  Score: Raw -401735.703760 + Penalty 2759.659438 = -398976.044322
  nChanged 290
		SP:Iteration 4F (70179.330000 sec): 3 clusters
  Score: Raw -402014.058310 + Penalty 2759.659438 = -399254.398872
  nChanged 235
		SP:Iteration 5Q (70179.420000 sec): 3 clusters
  Score: Raw -402193.837449 + Penalty 2759.659438 = -399434.178011
  nChanged 197
		SP:Iteration 6Q (70179.510000 sec): 3 clusters
  Score: Raw -402322.530600 + Penalty 2759.659438 = -399562.871162
  nChanged 151
		SP:Iteration 7Q (70179.600000 sec): 3 clusters
  Score: Raw -402421.489474 + Penalty 2759.659438 = -399661.830036
  nChanged 157
		SP:Iteration 8Q (70179.690000 sec): 3 clusters
  Score: Raw -402513.117431 + Penalty 2759.659438 = -399753.457993
  nChanged 128
		SP:Iteration 9Q (70179.780000 sec): 3 clusters
  Score: Raw -402592.344217 + Penalty 2759.659438 = -399832.684779
  nChanged 106
		SP:Iteration 10Q (70179.870000 sec): 3 clusters
  Score: Raw -402650.573552 + Penalty 2759.659438 = -399890.914114
  nChanged 93
		SP:Iteration 11Q (70179.960000 sec): 3 clusters
  Score: Raw -402701.559307 + Penalty 2759.659438 = -399941.899869
  nChanged 78
		SP:Iteration 12Q (70180.050000 sec): 3 clusters
  Score: Raw -402738.953017 + Penalty 2759.659438 = -399979.293579
  nChanged 77
		SP:Iteration 13Q (70180.130000 sec): 3 clusters
  Score: Raw -402772.574753 + Penalty 2759.659438 = -400012.915315
  nChanged 62
		SP:Iteration 14Q (70180.220000 sec): 3 clusters
  Score: Raw -402804.728901 + Penalty 2759.659438 = -400045.069463
  nChanged 63
		SP:Iteration 15Q (70180.310000 sec): 3 clusters
  Score: Raw -402844.458790 + Penalty 2759.659438 = -400084.799352
  nChanged 69
		SP:Iteration 16Q (70180.400000 sec): 3 clusters
  Score: Raw -402890.189614 + Penalty 2759.659438 = -400130.530176
  nChanged 69
		SP:Iteration 17Q (70180.490000 sec): 3 clusters
  Score: Raw -402936.597615 + Penalty 2759.659438 = -400176.938177
  nChanged 63
		SP:Iteration 18Q (70180.580000 sec): 3 clusters
  Score: Raw -402973.949959 + Penalty 2759.659438 = -400214.290521
  nChanged 54
		SP:Iteration 19Q (70180.670000 sec): 3 clusters
  Score: Raw -402998.484286 + Penalty 2759.659438 = -400238.824848
  nChanged 50
		SP:Iteration 20F (70180.750000 sec): 3 clusters
  Score: Raw -403024.603000 + Penalty 2759.659438 = -400264.943562
  nChanged 39
		SP:Iteration 21Q (70180.840000 sec): 3 clusters
  Score: Raw -403045.206351 + Penalty 2759.659438 = -400285.546913
  nChanged 47
		SP:Iteration 22Q (70180.930000 sec): 3 clusters
  Score: Raw -403069.042050 + Penalty 2759.659438 = -400309.382612
  nChanged 46
		SP:Iteration 23Q (70181.020000 sec): 3 clusters
  Score: Raw -403092.409032 + Penalty 2759.659438 = -400332.749594
  nChanged 36
		SP:Iteration 24Q (70181.100000 sec): 3 clusters
  Score: Raw -403113.340430 + Penalty 2759.659438 = -400353.680992
  nChanged 38
		SP:Iteration 25Q (70181.190000 sec): 3 clusters
  Score: Raw -403134.598421 + Penalty 2759.659438 = -400374.938983
  nChanged 38
		SP:Iteration 26Q (70181.270000 sec): 3 clusters
  Score: Raw -403157.252628 + Penalty 2759.659438 = -400397.593190
  nChanged 29
		SP:Iteration 27Q (70181.360000 sec): 3 clusters
  Score: Raw -403170.313335 + Penalty 2759.659438 = -400410.653897
  nChanged 28
		SP:Iteration 28Q (70181.450000 sec): 3 clusters
  Score: Raw -403186.186358 + Penalty 2759.659438 = -400426.526920
  nChanged 24
		SP:Iteration 29Q (70181.530000 sec): 3 clusters
  Score: Raw -403198.100643 + Penalty 2759.659438 = -400438.441204
  nChanged 25
		SP:Iteration 30Q (70181.620000 sec): 3 clusters
  Score: Raw -403209.875190 + Penalty 2759.659438 = -400450.215752
  nChanged 22
		SP:Iteration 31Q (70181.700000 sec): 3 clusters
  Score: Raw -403220.533637 + Penalty 2759.659438 = -400460.874199
  nChanged 23
		SP:Iteration 32Q (70181.790000 sec): 3 clusters
  Score: Raw -403229.345532 + Penalty 2759.659438 = -400469.686094
  nChanged 12
		SP:Iteration 33Q (70181.870000 sec): 3 clusters
  Score: Raw -403232.913063 + Penalty 2759.659438 = -400473.253625
  nChanged 13
		SP:Iteration 34Q (70181.960000 sec): 3 clusters
  Score: Raw -403237.006378 + Penalty 2759.659438 = -400477.346940
  nChanged 12
		SP:Iteration 35Q (70182.050000 sec): 3 clusters
  Score: Raw -403241.134652 + Penalty 2759.659438 = -400481.475214
  nChanged 11
		SP:Iteration 36Q (70182.130000 sec): 3 clusters
  Score: Raw -403244.042437 + Penalty 2759.659438 = -400484.382999
  nChanged 6
		SP:Iteration 37Q (70182.220000 sec): 3 clusters
  Score: Raw -403245.675191 + Penalty 2759.659438 = -400486.015753
  nChanged 8
		SP:Iteration 38Q (70182.300000 sec): 3 clusters
  Score: Raw -403249.406679 + Penalty 2759.659438 = -400489.747241
  nChanged 8
		SP:Iteration 39Q (70182.390000 sec): 3 clusters
  Score: Raw -403251.546933 + Penalty 2759.659438 = -400491.887495
  nChanged 6
		SP:Iteration 40F (70182.480000 sec): 3 clusters
  Score: Raw -403253.208679 + Penalty 2759.659438 = -400493.549241
  nChanged 7
		SP:Iteration 41Q (70182.570000 sec): 3 clusters
  Score: Raw -403254.969264 + Penalty 2759.659438 = -400495.309826
  nChanged 3
		SP:Iteration 42Q (70182.650000 sec): 3 clusters
  Score: Raw -403255.639150 + Penalty 2759.659438 = -400495.979712
  nChanged 0
		SP:Iteration 43F (70182.740000 sec): 3 clusters
  Score: Raw -403255.639150 + Penalty 2759.659438 = -400495.979712
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 34 (21519 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (70182.930000 sec): 2 clusters
  Score: Raw -2030472.939128 + Penalty 1621.212376 = -2028851.726752
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (70183.230000 sec): 3 clusters
  Score: Raw -2017456.596447 + Penalty 3242.424752 = -2014214.171695
  nChanged 9750
		SP:Iteration 1F (70183.520000 sec): 3 clusters
  Score: Raw -2022725.714357 + Penalty 3242.424752 = -2019483.289605
  nChanged 925
		SP:Iteration 2Q (70183.820000 sec): 3 clusters
  Score: Raw -2022999.177003 + Penalty 3242.424752 = -2019756.752251
  nChanged 814
		SP:Iteration 3Q (70184.090000 sec): 3 clusters
  Score: Raw -2023248.326065 + Penalty 3242.424752 = -2020005.901313
  nChanged 802
		SP:Iteration 4Q (70184.390000 sec): 3 clusters
  Score: Raw -2023504.835083 + Penalty 3242.424752 = -2020262.410331
  nChanged 794
		SP:Iteration 5Q (70184.680000 sec): 3 clusters
  Score: Raw -2023801.058449 + Penalty 3242.424752 = -2020558.633697
  nChanged 827
		SP:Iteration 6Q (70184.950000 sec): 3 clusters
  Score: Raw -2024146.708918 + Penalty 3242.424752 = -2020904.284166
  nChanged 937
		SP:Iteration 7Q (70185.240000 sec): 3 clusters
  Score: Raw -2024629.766794 + Penalty 3242.424752 = -2021387.342042
  nChanged 1070
		SP:Iteration 8Q (70185.530000 sec): 3 clusters
  Score: Raw -2025305.498076 + Penalty 3242.424752 = -2022063.073324
  nChanged 1236
		SP:Iteration 9F (70185.810000 sec): 3 clusters
  Score: Raw -2026292.145913 + Penalty 3242.424752 = -2023049.721161
  nChanged 1260
		SP:Iteration 10F (70186.090000 sec): 3 clusters
  Score: Raw -2027612.451781 + Penalty 3242.424752 = -2024370.027028
  nChanged 1093
		SP:Iteration 11F (70186.360000 sec): 3 clusters
  Score: Raw -2029504.579098 + Penalty 3242.424752 = -2026262.154346
  nChanged 771
		SP:Iteration 12Q (70186.620000 sec): 3 clusters
  Score: Raw -2031861.257811 + Penalty 3242.424752 = -2028618.833059
  nChanged 1085
		SP:Iteration 13F (70186.880000 sec): 3 clusters
  Score: Raw -2033830.624664 + Penalty 3242.424752 = -2030588.199912
  nChanged 1263
		SP:Iteration 14F (70187.160000 sec): 3 clusters
  Score: Raw -2035613.798309 + Penalty 3242.424752 = -2032371.373557
  nChanged 1162
		SP:Iteration 15F (70187.430000 sec): 3 clusters
  Score: Raw -2036990.277013 + Penalty 3242.424752 = -2033747.852261
  nChanged 893
		SP:Iteration 16Q (70187.690000 sec): 3 clusters
  Score: Raw -2037842.342921 + Penalty 3242.424752 = -2034599.918169
  nChanged 592
		SP:Iteration 17Q (70187.930000 sec): 3 clusters
  Score: Raw -2038281.499649 + Penalty 3242.424752 = -2035039.074897
  nChanged 391
		SP:Iteration 18Q (70188.160000 sec): 3 clusters
  Score: Raw -2038496.717841 + Penalty 3242.424752 = -2035254.293089
  nChanged 252
		SP:Iteration 19Q (70188.420000 sec): 3 clusters
  Score: Raw -2038593.705398 + Penalty 3242.424752 = -2035351.280646
  nChanged 153
		SP:Iteration 20F (70188.740000 sec): 3 clusters
  Score: Raw -2038640.114453 + Penalty 3242.424752 = -2035397.689701
  nChanged 123
		SP:Iteration 21Q (70189.050000 sec): 3 clusters
  Score: Raw -2038675.624547 + Penalty 3242.424752 = -2035433.199795
  nChanged 109
		SP:Iteration 22Q (70189.320000 sec): 3 clusters
  Score: Raw -2038703.475928 + Penalty 3242.424752 = -2035461.051176
  nChanged 92
		SP:Iteration 23Q (70189.580000 sec): 3 clusters
  Score: Raw -2038725.530641 + Penalty 3242.424752 = -2035483.105889
  nChanged 86
		SP:Iteration 24Q (70189.820000 sec): 3 clusters
  Score: Raw -2038745.863105 + Penalty 3242.424752 = -2035503.438353
  nChanged 82
		SP:Iteration 25Q (70190.080000 sec): 3 clusters
  Score: Raw -2038765.762448 + Penalty 3242.424752 = -2035523.337696
  nChanged 89
		SP:Iteration 26Q (70190.320000 sec): 3 clusters
  Score: Raw -2038790.324919 + Penalty 3242.424752 = -2035547.900167
  nChanged 96
		SP:Iteration 27Q (70190.600000 sec): 3 clusters
  Score: Raw -2038814.555599 + Penalty 3242.424752 = -2035572.130847
  nChanged 85
		SP:Iteration 28Q (70190.870000 sec): 3 clusters
  Score: Raw -2038837.460931 + Penalty 3242.424752 = -2035595.036179
  nChanged 77
		SP:Iteration 29Q (70191.110000 sec): 3 clusters
  Score: Raw -2038857.952380 + Penalty 3242.424752 = -2035615.527628
  nChanged 84
		SP:Iteration 30Q (70191.370000 sec): 3 clusters
  Score: Raw -2038879.970087 + Penalty 3242.424752 = -2035637.545335
  nChanged 76
		SP:Iteration 31Q (70191.630000 sec): 3 clusters
  Score: Raw -2038903.568484 + Penalty 3242.424752 = -2035661.143732
  nChanged 88
		SP:Iteration 32Q (70191.900000 sec): 3 clusters
  Score: Raw -2038927.948432 + Penalty 3242.424752 = -2035685.523680
  nChanged 82
		SP:Iteration 33Q (70192.180000 sec): 3 clusters
  Score: Raw -2038952.164281 + Penalty 3242.424752 = -2035709.739529
  nChanged 79
		SP:Iteration 34Q (70192.440000 sec): 3 clusters
  Score: Raw -2038974.437221 + Penalty 3242.424752 = -2035732.012469
  nChanged 75
		SP:Iteration 35Q (70192.720000 sec): 3 clusters
  Score: Raw -2038992.773006 + Penalty 3242.424752 = -2035750.348254
  nChanged 66
		SP:Iteration 36Q (70192.950000 sec): 3 clusters
  Score: Raw -2039006.982248 + Penalty 3242.424752 = -2035764.557496
  nChanged 51
		SP:Iteration 37Q (70193.210000 sec): 3 clusters
  Score: Raw -2039018.029477 + Penalty 3242.424752 = -2035775.604724
  nChanged 55
		SP:Iteration 38Q (70193.450000 sec): 3 clusters
  Score: Raw -2039029.767208 + Penalty 3242.424752 = -2035787.342456
  nChanged 57
		SP:Iteration 39Q (70193.720000 sec): 3 clusters
  Score: Raw -2039041.168345 + Penalty 3242.424752 = -2035798.743593
  nChanged 58
		SP:Iteration 40F (70194.010000 sec): 3 clusters
  Score: Raw -2039056.739210 + Penalty 3242.424752 = -2035814.314458
  nChanged 64
		SP:Iteration 41Q (70194.280000 sec): 3 clusters
  Score: Raw -2039071.243497 + Penalty 3242.424752 = -2035828.818745
  nChanged 55
		SP:Iteration 42Q (70194.510000 sec): 3 clusters
  Score: Raw -2039085.204105 + Penalty 3242.424752 = -2035842.779353
  nChanged 68
		SP:Iteration 43Q (70194.770000 sec): 3 clusters
  Score: Raw -2039103.330603 + Penalty 3242.424752 = -2035860.905851
  nChanged 57
		SP:Iteration 44Q (70195.010000 sec): 3 clusters
  Score: Raw -2039118.094536 + Penalty 3242.424752 = -2035875.669784
  nChanged 53
		SP:Iteration 45Q (70195.280000 sec): 3 clusters
  Score: Raw -2039130.995163 + Penalty 3242.424752 = -2035888.570411
  nChanged 54
		SP:Iteration 46Q (70195.520000 sec): 3 clusters
  Score: Raw -2039145.900706 + Penalty 3242.424752 = -2035903.475954
  nChanged 68
		SP:Iteration 47Q (70195.770000 sec): 3 clusters
  Score: Raw -2039166.024914 + Penalty 3242.424752 = -2035923.600162
  nChanged 67
		SP:Iteration 48Q (70196.010000 sec): 3 clusters
  Score: Raw -2039183.375276 + Penalty 3242.424752 = -2035940.950524
  nChanged 65
		SP:Iteration 49Q (70196.270000 sec): 3 clusters
  Score: Raw -2039200.211885 + Penalty 3242.424752 = -2035957.787133
  nChanged 55
		SP:Iteration 50Q (70196.500000 sec): 3 clusters
  Score: Raw -2039212.802716 + Penalty 3242.424752 = -2035970.377964
  nChanged 51
		SP:Iteration 51Q (70196.750000 sec): 3 clusters
  Score: Raw -2039228.278299 + Penalty 3242.424752 = -2035985.853547
  nChanged 63
		SP:Iteration 52Q (70197.020000 sec): 3 clusters
  Score: Raw -2039244.495195 + Penalty 3242.424752 = -2036002.070443
  nChanged 61
		SP:Iteration 53Q (70197.280000 sec): 3 clusters
  Score: Raw -2039259.825936 + Penalty 3242.424752 = -2036017.401184
  nChanged 56
		SP:Iteration 54Q (70197.510000 sec): 3 clusters
  Score: Raw -2039273.285078 + Penalty 3242.424752 = -2036030.860326
  nChanged 56
		SP:Iteration 55Q (70197.760000 sec): 3 clusters
  Score: Raw -2039286.935724 + Penalty 3242.424752 = -2036044.510972
  nChanged 59
		SP:Iteration 56Q (70197.990000 sec): 3 clusters
  Score: Raw -2039301.620632 + Penalty 3242.424752 = -2036059.195880
  nChanged 68
		SP:Iteration 57Q (70198.210000 sec): 3 clusters
  Score: Raw -2039325.270877 + Penalty 3242.424752 = -2036082.846125
  nChanged 79
		SP:Iteration 58Q (70198.460000 sec): 3 clusters
  Score: Raw -2039352.789822 + Penalty 3242.424752 = -2036110.365070
  nChanged 74
		SP:Iteration 59Q (70198.730000 sec): 3 clusters
  Score: Raw -2039381.757229 + Penalty 3242.424752 = -2036139.332477
  nChanged 92
		SP:Iteration 60F (70199.010000 sec): 3 clusters
  Score: Raw -2039420.120387 + Penalty 3242.424752 = -2036177.695635
  nChanged 101
		SP:Iteration 61Q (70199.270000 sec): 3 clusters
  Score: Raw -2039473.483380 + Penalty 3242.424752 = -2036231.058628
  nChanged 121
		SP:Iteration 62Q (70199.490000 sec): 3 clusters
  Score: Raw -2039546.734319 + Penalty 3242.424752 = -2036304.309567
  nChanged 141
		SP:Iteration 63Q (70199.730000 sec): 3 clusters
  Score: Raw -2039630.411004 + Penalty 3242.424752 = -2036387.986252
  nChanged 138
		SP:Iteration 64Q (70199.990000 sec): 3 clusters
  Score: Raw -2039730.700863 + Penalty 3242.424752 = -2036488.276111
  nChanged 169
		SP:Iteration 65Q (70200.250000 sec): 3 clusters
  Score: Raw -2039882.432240 + Penalty 3242.424752 = -2036640.007487
  nChanged 204
		SP:Iteration 66Q (70200.470000 sec): 3 clusters
  Score: Raw -2040085.509196 + Penalty 3242.424752 = -2036843.084444
  nChanged 208
		SP:Iteration 67Q (70200.680000 sec): 3 clusters
  Score: Raw -2040314.215834 + Penalty 3242.424752 = -2037071.791082
  nChanged 194
		SP:Iteration 68Q (70200.900000 sec): 3 clusters
  Score: Raw -2040548.454374 + Penalty 3242.424752 = -2037306.029622
  nChanged 223
		SP:Iteration 69Q (70201.140000 sec): 3 clusters
  Score: Raw -2040866.034523 + Penalty 3242.424752 = -2037623.609771
  nChanged 217
		SP:Iteration 70Q (70201.380000 sec): 3 clusters
  Score: Raw -2041210.651699 + Penalty 3242.424752 = -2037968.226947
  nChanged 180
		SP:Iteration 71Q (70201.590000 sec): 3 clusters
  Score: Raw -2041520.077034 + Penalty 3242.424752 = -2038277.652282
  nChanged 121
		SP:Iteration 72Q (70201.810000 sec): 3 clusters
  Score: Raw -2041729.380069 + Penalty 3242.424752 = -2038486.955317
  nChanged 70
		SP:Iteration 73Q (70202.020000 sec): 3 clusters
  Score: Raw -2041808.613458 + Penalty 3242.424752 = -2038566.188706
  nChanged 22
		SP:Iteration 74Q (70202.230000 sec): 3 clusters
  Score: Raw -2041845.530579 + Penalty 3242.424752 = -2038603.105827
  nChanged 16
		SP:Iteration 75Q (70202.450000 sec): 3 clusters
  Score: Raw -2041871.589992 + Penalty 3242.424752 = -2038629.165240
  nChanged 11
		SP:Iteration 76Q (70202.650000 sec): 3 clusters
  Score: Raw -2041893.055881 + Penalty 3242.424752 = -2038650.631129
  nChanged 9
		SP:Iteration 77Q (70202.870000 sec): 3 clusters
  Score: Raw -2041897.920260 + Penalty 3242.424752 = -2038655.495508
  nChanged 2
		SP:Iteration 78Q (70203.100000 sec): 3 clusters
  Score: Raw -2041899.706346 + Penalty 3242.424752 = -2038657.281594
  nChanged 1
		SP:Iteration 79Q (70203.310000 sec): 3 clusters
  Score: Raw -2041899.786963 + Penalty 3242.424752 = -2038657.362211
  nChanged 0
		SP:Iteration 80F (70203.590000 sec): 3 clusters
  Score: Raw -2042069.171602 + Penalty 3242.424752 = -2038826.746850
  nChanged 141
		SP:Iteration 81Q (70203.800000 sec): 3 clusters
  Score: Raw -2042263.260578 + Penalty 3242.424752 = -2039020.835826
  nChanged 83
		SP:Iteration 82Q (70204.020000 sec): 3 clusters
  Score: Raw -2042331.853606 + Penalty 3242.424752 = -2039089.428854
  nChanged 46
		SP:Iteration 83Q (70204.230000 sec): 3 clusters
  Score: Raw -2042353.581300 + Penalty 3242.424752 = -2039111.156547
  nChanged 29
		SP:Iteration 84Q (70204.440000 sec): 3 clusters
  Score: Raw -2042362.527482 + Penalty 3242.424752 = -2039120.102729
  nChanged 15
		SP:Iteration 85Q (70204.680000 sec): 3 clusters
  Score: Raw -2042365.505078 + Penalty 3242.424752 = -2039123.080326
  nChanged 7
		SP:Iteration 86Q (70204.920000 sec): 3 clusters
  Score: Raw -2042366.386027 + Penalty 3242.424752 = -2039123.961275
  nChanged 4
		SP:Iteration 87Q (70205.140000 sec): 3 clusters
  Score: Raw -2042366.955929 + Penalty 3242.424752 = -2039124.531177
  nChanged 3
		SP:Iteration 88Q (70205.340000 sec): 3 clusters
  Score: Raw -2042367.116997 + Penalty 3242.424752 = -2039124.692245
  nChanged 0
		SP:Iteration 89F (70205.590000 sec): 3 clusters
  Score: Raw -2042367.116997 + Penalty 3242.424752 = -2039124.692245
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 97.
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 35 (2066 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (70205.660000 sec): 2 clusters
  Score: Raw -173830.276883 + Penalty 1240.422568 = -172589.854315
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (70205.720000 sec): 3 clusters
  Score: Raw -172927.700944 + Penalty 2480.845136 = -170446.855808
  nChanged 732
		SP:Iteration 1F (70205.780000 sec): 3 clusters
  Score: Raw -173380.674402 + Penalty 2480.845136 = -170899.829266
  nChanged 166
		SP:Iteration 2F (70205.820000 sec): 3 clusters
  Score: Raw -173526.979066 + Penalty 2480.845136 = -171046.133929
  nChanged 118
		SP:Iteration 3F (70205.860000 sec): 3 clusters
  Score: Raw -173609.167603 + Penalty 2480.845136 = -171128.322467
  nChanged 77
		SP:Iteration 4Q (70205.900000 sec): 3 clusters
  Score: Raw -173665.088328 + Penalty 2480.845136 = -171184.243192
  nChanged 73
		SP:Iteration 5Q (70205.940000 sec): 3 clusters
  Score: Raw -173715.659570 + Penalty 2480.845136 = -171234.814434
  nChanged 48
		SP:Iteration 6Q (70205.980000 sec): 3 clusters
  Score: Raw -173744.976609 + Penalty 2480.845136 = -171264.131473
  nChanged 39
		SP:Iteration 7Q (70206.020000 sec): 3 clusters
  Score: Raw -173774.557408 + Penalty 2480.845136 = -171293.712272
  nChanged 33
		SP:Iteration 8Q (70206.070000 sec): 3 clusters
  Score: Raw -173800.537861 + Penalty 2480.845136 = -171319.692725
  nChanged 38
		SP:Iteration 9Q (70206.110000 sec): 3 clusters
  Score: Raw -173826.844123 + Penalty 2480.845136 = -171345.998987
  nChanged 36
		SP:Iteration 10Q (70206.150000 sec): 3 clusters
  Score: Raw -173853.872685 + Penalty 2480.845136 = -171373.027549
  nChanged 41
		SP:Iteration 11Q (70206.190000 sec): 3 clusters
  Score: Raw -173879.773564 + Penalty 2480.845136 = -171398.928427
  nChanged 41
		SP:Iteration 12Q (70206.230000 sec): 3 clusters
  Score: Raw -173903.064677 + Penalty 2480.845136 = -171422.219541
  nChanged 35
		SP:Iteration 13Q (70206.280000 sec): 3 clusters
  Score: Raw -173935.586774 + Penalty 2480.845136 = -171454.741638
  nChanged 47
		SP:Iteration 14Q (70206.320000 sec): 3 clusters
  Score: Raw -173983.134471 + Penalty 2480.845136 = -171502.289335
  nChanged 41
		SP:Iteration 15Q (70206.360000 sec): 3 clusters
  Score: Raw -174019.498181 + Penalty 2480.845136 = -171538.653045
  nChanged 45
		SP:Iteration 16Q (70206.400000 sec): 3 clusters
  Score: Raw -174057.486589 + Penalty 2480.845136 = -171576.641453
  nChanged 33
		SP:Iteration 17Q (70206.440000 sec): 3 clusters
  Score: Raw -174073.643752 + Penalty 2480.845136 = -171592.798616
  nChanged 18
		SP:Iteration 18Q (70206.480000 sec): 3 clusters
  Score: Raw -174083.094261 + Penalty 2480.845136 = -171602.249125
  nChanged 14
		SP:Iteration 19Q (70206.520000 sec): 3 clusters
  Score: Raw -174092.052909 + Penalty 2480.845136 = -171611.207773
  nChanged 14
		SP:Iteration 20F (70206.560000 sec): 3 clusters
  Score: Raw -174102.414234 + Penalty 2480.845136 = -171621.569098
  nChanged 12
		SP:Iteration 21Q (70206.600000 sec): 3 clusters
  Score: Raw -174109.670378 + Penalty 2480.845136 = -171628.825242
  nChanged 10
		SP:Iteration 22Q (70206.640000 sec): 3 clusters
  Score: Raw -174115.721234 + Penalty 2480.845136 = -171634.876098
  nChanged 9
		SP:Iteration 23Q (70206.690000 sec): 3 clusters
  Score: Raw -174119.845321 + Penalty 2480.845136 = -171639.000185
  nChanged 6
		SP:Iteration 24Q (70206.730000 sec): 3 clusters
  Score: Raw -174124.096890 + Penalty 2480.845136 = -171643.251754
  nChanged 9
		SP:Iteration 25Q (70206.770000 sec): 3 clusters
  Score: Raw -174129.935723 + Penalty 2480.845136 = -171649.090587
  nChanged 10
		SP:Iteration 26Q (70206.810000 sec): 3 clusters
  Score: Raw -174134.841964 + Penalty 2480.845136 = -171653.996827
  nChanged 6
		SP:Iteration 27Q (70206.850000 sec): 3 clusters
  Score: Raw -174139.530676 + Penalty 2480.845136 = -171658.685540
  nChanged 8
		SP:Iteration 28Q (70206.890000 sec): 3 clusters
  Score: Raw -174145.230652 + Penalty 2480.845136 = -171664.385516
  nChanged 10
		SP:Iteration 29Q (70206.930000 sec): 3 clusters
  Score: Raw -174152.036955 + Penalty 2480.845136 = -171671.191819
  nChanged 8
		SP:Iteration 30Q (70206.970000 sec): 3 clusters
  Score: Raw -174156.309481 + Penalty 2480.845136 = -171675.464345
  nChanged 7
		SP:Iteration 31Q (70207.020000 sec): 3 clusters
  Score: Raw -174160.087830 + Penalty 2480.845136 = -171679.242694
  nChanged 5
		SP:Iteration 32Q (70207.060000 sec): 3 clusters
  Score: Raw -174162.326231 + Penalty 2480.845136 = -171681.481095
  nChanged 8
		SP:Iteration 33Q (70207.100000 sec): 3 clusters
  Score: Raw -174167.725035 + Penalty 2480.845136 = -171686.879899
  nChanged 6
		SP:Iteration 34Q (70207.140000 sec): 3 clusters
  Score: Raw -174170.780172 + Penalty 2480.845136 = -171689.935036
  nChanged 4
		SP:Iteration 35Q (70207.180000 sec): 3 clusters
  Score: Raw -174172.821060 + Penalty 2480.845136 = -171691.975923
  nChanged 4
		SP:Iteration 36Q (70207.220000 sec): 3 clusters
  Score: Raw -174174.200586 + Penalty 2480.845136 = -171693.355450
  nChanged 5
		SP:Iteration 37Q (70207.260000 sec): 3 clusters
  Score: Raw -174175.789774 + Penalty 2480.845136 = -171694.944637
  nChanged 2
		SP:Iteration 38Q (70207.300000 sec): 3 clusters
  Score: Raw -174176.662655 + Penalty 2480.845136 = -171695.817519
  nChanged 0
		SP:Iteration 39F (70207.340000 sec): 3 clusters
  Score: Raw -174176.662655 + Penalty 2480.845136 = -171695.817519
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 36 (449 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (70207.380000 sec): 2 clusters
  Score: Raw -42138.335947 + Penalty 992.391219 = -41145.944728
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (70207.390000 sec): 3 clusters
  Score: Raw -42082.830901 + Penalty 1984.782439 = -40098.048463
  nChanged 87
		SP:Iteration 1F (70207.400000 sec): 3 clusters
  Score: Raw -42198.792517 + Penalty 1984.782439 = -40214.010079
  nChanged 23
		SP:Iteration 2F (70207.410000 sec): 3 clusters
  Score: Raw -42236.102521 + Penalty 1984.782439 = -40251.320083
  nChanged 10
		SP:Iteration 3Q (70207.420000 sec): 3 clusters
  Score: Raw -42256.699918 + Penalty 1984.782439 = -40271.917480
  nChanged 9
		SP:Iteration 4Q (70207.430000 sec): 3 clusters
  Score: Raw -42274.082286 + Penalty 1984.782439 = -40289.299848
  nChanged 4
		SP:Iteration 5Q (70207.440000 sec): 3 clusters
  Score: Raw -42278.453983 + Penalty 1984.782439 = -40293.671544
  nChanged 3
		SP:Iteration 6Q (70207.450000 sec): 3 clusters
  Score: Raw -42282.983472 + Penalty 1984.782439 = -40298.201033
  nChanged 2
		SP:Iteration 7Q (70207.460000 sec): 3 clusters
  Score: Raw -42287.309998 + Penalty 1984.782439 = -40302.527560
  nChanged 2
		SP:Iteration 8Q (70207.460000 sec): 3 clusters
  Score: Raw -42290.122410 + Penalty 1984.782439 = -40305.339971
  nChanged 2
		SP:Iteration 9Q (70207.480000 sec): 3 clusters
  Score: Raw -42292.536780 + Penalty 1984.782439 = -40307.754341
  nChanged 0
		SP:Iteration 10F (70207.480000 sec): 3 clusters
  Score: Raw -42292.536780 + Penalty 1984.782439 = -40307.754341
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 37 (2100 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (70207.550000 sec): 2 clusters
  Score: Raw -178732.413972 + Penalty 1243.075051 = -177489.338921
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (70207.590000 sec): 3 clusters
  Score: Raw -177825.556278 + Penalty 2486.150103 = -175339.406175
  nChanged 765
		SP:Iteration 1F (70207.630000 sec): 3 clusters
  Score: Raw -178319.182960 + Penalty 2486.150103 = -175833.032857
  nChanged 163
		SP:Iteration 2F (70207.670000 sec): 3 clusters
  Score: Raw -178452.115791 + Penalty 2486.150103 = -175965.965689
  nChanged 109
		SP:Iteration 3F (70207.710000 sec): 3 clusters
  Score: Raw -178539.334313 + Penalty 2486.150103 = -176053.184210
  nChanged 79
		SP:Iteration 4Q (70207.750000 sec): 3 clusters
  Score: Raw -178603.991057 + Penalty 2486.150103 = -176117.840955
  nChanged 68
		SP:Iteration 5Q (70207.790000 sec): 3 clusters
  Score: Raw -178660.971814 + Penalty 2486.150103 = -176174.821711
  nChanged 56
		SP:Iteration 6Q (70207.830000 sec): 3 clusters
  Score: Raw -178704.546947 + Penalty 2486.150103 = -176218.396844
  nChanged 54
		SP:Iteration 7Q (70207.870000 sec): 3 clusters
  Score: Raw -178745.523131 + Penalty 2486.150103 = -176259.373028
  nChanged 57
		SP:Iteration 8Q (70207.910000 sec): 3 clusters
  Score: Raw -178795.728952 + Penalty 2486.150103 = -176309.578850
  nChanged 56
		SP:Iteration 9Q (70207.950000 sec): 3 clusters
  Score: Raw -178831.317375 + Penalty 2486.150103 = -176345.167273
  nChanged 50
		SP:Iteration 10Q (70207.990000 sec): 3 clusters
  Score: Raw -178865.539587 + Penalty 2486.150103 = -176379.389484
  nChanged 49
		SP:Iteration 11Q (70208.030000 sec): 3 clusters
  Score: Raw -178900.832105 + Penalty 2486.150103 = -176414.682003
  nChanged 52
		SP:Iteration 12Q (70208.070000 sec): 3 clusters
  Score: Raw -178939.368048 + Penalty 2486.150103 = -176453.217945
  nChanged 52
		SP:Iteration 13Q (70208.110000 sec): 3 clusters
  Score: Raw -178985.403185 + Penalty 2486.150103 = -176499.253083
  nChanged 57
		SP:Iteration 14Q (70208.150000 sec): 3 clusters
  Score: Raw -179032.720795 + Penalty 2486.150103 = -176546.570692
  nChanged 65
		SP:Iteration 15Q (70208.200000 sec): 3 clusters
  Score: Raw -179094.826538 + Penalty 2486.150103 = -176608.676435
  nChanged 53
		SP:Iteration 16Q (70208.240000 sec): 3 clusters
  Score: Raw -179134.849739 + Penalty 2486.150103 = -176648.699636
  nChanged 40
		SP:Iteration 17Q (70208.280000 sec): 3 clusters
  Score: Raw -179169.664614 + Penalty 2486.150103 = -176683.514511
  nChanged 41
		SP:Iteration 18Q (70208.320000 sec): 3 clusters
  Score: Raw -179204.777407 + Penalty 2486.150103 = -176718.627304
  nChanged 45
		SP:Iteration 19Q (70208.360000 sec): 3 clusters
  Score: Raw -179248.397987 + Penalty 2486.150103 = -176762.247885
  nChanged 47
		SP:Iteration 20F (70208.400000 sec): 3 clusters
  Score: Raw -179293.123145 + Penalty 2486.150103 = -176806.973042
  nChanged 38
		SP:Iteration 21Q (70208.440000 sec): 3 clusters
  Score: Raw -179326.449314 + Penalty 2486.150103 = -176840.299211
  nChanged 34
		SP:Iteration 22Q (70208.480000 sec): 3 clusters
  Score: Raw -179362.128750 + Penalty 2486.150103 = -176875.978647
  nChanged 43
		SP:Iteration 23Q (70208.520000 sec): 3 clusters
  Score: Raw -179409.169069 + Penalty 2486.150103 = -176923.018966
  nChanged 41
		SP:Iteration 24Q (70208.560000 sec): 3 clusters
  Score: Raw -179447.898557 + Penalty 2486.150103 = -176961.748454
  nChanged 42
		SP:Iteration 25Q (70208.600000 sec): 3 clusters
  Score: Raw -179504.053873 + Penalty 2486.150103 = -177017.903771
  nChanged 57
		SP:Iteration 26Q (70208.640000 sec): 3 clusters
  Score: Raw -179630.016443 + Penalty 2486.150103 = -177143.866340
  nChanged 89
		SP:Iteration 27Q (70208.680000 sec): 3 clusters
  Score: Raw -180158.332734 + Penalty 2486.150103 = -177672.182631
  nChanged 73
		SP:Iteration 28Q (70208.720000 sec): 3 clusters
  Score: Raw -180700.922554 + Penalty 2486.150103 = -178214.772451
  nChanged 50
		SP:Iteration 29Q (70208.750000 sec): 3 clusters
  Score: Raw -180836.311663 + Penalty 2486.150103 = -178350.161560
  nChanged 39
		SP:Iteration 30Q (70208.790000 sec): 3 clusters
  Score: Raw -181003.238083 + Penalty 2486.150103 = -178517.087981
  nChanged 30
		SP:Iteration 31Q (70208.830000 sec): 3 clusters
  Score: Raw -181238.821476 + Penalty 2486.150103 = -178752.671374
  nChanged 20
		SP:Iteration 32Q (70208.860000 sec): 3 clusters
  Score: Raw -181393.189885 + Penalty 2486.150103 = -178907.039782
  nChanged 4
		SP:Iteration 33Q (70208.900000 sec): 3 clusters
  Score: Raw -181405.493600 + Penalty 2486.150103 = -178919.343497
  nChanged 1
		SP:Iteration 34Q (70208.940000 sec): 3 clusters
  Score: Raw -181408.721642 + Penalty 2486.150103 = -178922.571540
  nChanged 1
		SP:Iteration 35Q (70208.980000 sec): 3 clusters
  Score: Raw -181409.899973 + Penalty 2486.150103 = -178923.749871
  nChanged 0
		SP:Iteration 36F (70209.020000 sec): 3 clusters
  Score: Raw -181409.899973 + Penalty 2486.150103 = -178923.749871
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 98.
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 38 (3821 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (70209.090000 sec): 2 clusters
  Score: Raw -351014.812397 + Penalty 1340.343460 = -349674.468937
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (70209.170000 sec): 3 clusters
  Score: Raw -349087.350493 + Penalty 2680.686920 = -346406.663573
  nChanged 1489
		SP:Iteration 1F (70209.240000 sec): 3 clusters
  Score: Raw -349904.784622 + Penalty 2680.686920 = -347224.097702
  nChanged 299
		SP:Iteration 2F (70209.310000 sec): 3 clusters
  Score: Raw -350095.570492 + Penalty 2680.686920 = -347414.883572
  nChanged 208
		SP:Iteration 3F (70209.380000 sec): 3 clusters
  Score: Raw -350215.826791 + Penalty 2680.686920 = -347535.139870
  nChanged 148
		SP:Iteration 4Q (70209.460000 sec): 3 clusters
  Score: Raw -350298.227761 + Penalty 2680.686920 = -347617.540840
  nChanged 135
		SP:Iteration 5Q (70209.530000 sec): 3 clusters
  Score: Raw -350356.458648 + Penalty 2680.686920 = -347675.771728
  nChanged 105
		SP:Iteration 6Q (70209.600000 sec): 3 clusters
  Score: Raw -350409.121869 + Penalty 2680.686920 = -347728.434948
  nChanged 113
		SP:Iteration 7Q (70209.670000 sec): 3 clusters
  Score: Raw -350458.863269 + Penalty 2680.686920 = -347778.176348
  nChanged 94
		SP:Iteration 8Q (70209.740000 sec): 3 clusters
  Score: Raw -350498.793413 + Penalty 2680.686920 = -347818.106493
  nChanged 73
		SP:Iteration 9Q (70209.820000 sec): 3 clusters
  Score: Raw -350528.908613 + Penalty 2680.686920 = -347848.221693
  nChanged 53
		SP:Iteration 10Q (70209.890000 sec): 3 clusters
  Score: Raw -350549.401559 + Penalty 2680.686920 = -347868.714638
  nChanged 50
		SP:Iteration 11Q (70209.960000 sec): 3 clusters
  Score: Raw -350566.379217 + Penalty 2680.686920 = -347885.692297
  nChanged 52
		SP:Iteration 12Q (70210.030000 sec): 3 clusters
  Score: Raw -350586.849899 + Penalty 2680.686920 = -347906.162979
  nChanged 52
		SP:Iteration 13Q (70210.100000 sec): 3 clusters
  Score: Raw -350608.392402 + Penalty 2680.686920 = -347927.705482
  nChanged 55
		SP:Iteration 14Q (70210.180000 sec): 3 clusters
  Score: Raw -350632.247068 + Penalty 2680.686920 = -347951.560148
  nChanged 53
		SP:Iteration 15Q (70210.250000 sec): 3 clusters
  Score: Raw -350654.942712 + Penalty 2680.686920 = -347974.255792
  nChanged 61
		SP:Iteration 16Q (70210.320000 sec): 3 clusters
  Score: Raw -350687.618480 + Penalty 2680.686920 = -348006.931559
  nChanged 53
		SP:Iteration 17Q (70210.390000 sec): 3 clusters
  Score: Raw -350713.842698 + Penalty 2680.686920 = -348033.155777
  nChanged 64
		SP:Iteration 18Q (70210.460000 sec): 3 clusters
  Score: Raw -350741.982151 + Penalty 2680.686920 = -348061.295231
  nChanged 43
		SP:Iteration 19Q (70210.540000 sec): 3 clusters
  Score: Raw -350760.324310 + Penalty 2680.686920 = -348079.637389
  nChanged 44
		SP:Iteration 20F (70210.610000 sec): 3 clusters
  Score: Raw -350776.416476 + Penalty 2680.686920 = -348095.729555
  nChanged 35
		SP:Iteration 21Q (70210.680000 sec): 3 clusters
  Score: Raw -350792.593211 + Penalty 2680.686920 = -348111.906290
  nChanged 41
		SP:Iteration 22Q (70210.750000 sec): 3 clusters
  Score: Raw -350818.727861 + Penalty 2680.686920 = -348138.040941
  nChanged 46
		SP:Iteration 23Q (70210.820000 sec): 3 clusters
  Score: Raw -350841.174273 + Penalty 2680.686920 = -348160.487352
  nChanged 30
		SP:Iteration 24Q (70210.890000 sec): 3 clusters
  Score: Raw -350855.535733 + Penalty 2680.686920 = -348174.848812
  nChanged 26
		SP:Iteration 25Q (70210.960000 sec): 3 clusters
  Score: Raw -350868.724176 + Penalty 2680.686920 = -348188.037255
  nChanged 30
		SP:Iteration 26Q (70211.040000 sec): 3 clusters
  Score: Raw -350888.694464 + Penalty 2680.686920 = -348208.007544
  nChanged 34
		SP:Iteration 27Q (70211.100000 sec): 3 clusters
  Score: Raw -350909.430331 + Penalty 2680.686920 = -348228.743411
  nChanged 32
		SP:Iteration 28Q (70211.180000 sec): 3 clusters
  Score: Raw -350927.586276 + Penalty 2680.686920 = -348246.899356
  nChanged 28
		SP:Iteration 29Q (70211.250000 sec): 3 clusters
  Score: Raw -350945.441616 + Penalty 2680.686920 = -348264.754695
  nChanged 26
		SP:Iteration 30Q (70211.320000 sec): 3 clusters
  Score: Raw -350963.848547 + Penalty 2680.686920 = -348283.161627
  nChanged 29
		SP:Iteration 31Q (70211.390000 sec): 3 clusters
  Score: Raw -350988.865300 + Penalty 2680.686920 = -348308.178379
  nChanged 34
		SP:Iteration 32Q (70211.460000 sec): 3 clusters
  Score: Raw -351018.663077 + Penalty 2680.686920 = -348337.976157
  nChanged 29
		SP:Iteration 33Q (70211.530000 sec): 3 clusters
  Score: Raw -351043.807182 + Penalty 2680.686920 = -348363.120262
  nChanged 30
		SP:Iteration 34Q (70211.600000 sec): 3 clusters
  Score: Raw -351072.016111 + Penalty 2680.686920 = -348391.329191
  nChanged 21
		SP:Iteration 35Q (70211.660000 sec): 3 clusters
  Score: Raw -351086.841325 + Penalty 2680.686920 = -348406.154405
  nChanged 22
		SP:Iteration 36Q (70211.730000 sec): 3 clusters
  Score: Raw -351100.985043 + Penalty 2680.686920 = -348420.298122
  nChanged 19
		SP:Iteration 37Q (70211.800000 sec): 3 clusters
  Score: Raw -351113.855680 + Penalty 2680.686920 = -348433.168760
  nChanged 14
		SP:Iteration 38Q (70211.870000 sec): 3 clusters
  Score: Raw -351125.475307 + Penalty 2680.686920 = -348444.788387
  nChanged 11
		SP:Iteration 39Q (70211.940000 sec): 3 clusters
  Score: Raw -351133.461916 + Penalty 2680.686920 = -348452.774995
  nChanged 10
		SP:Iteration 40F (70212.010000 sec): 3 clusters
  Score: Raw -351141.187273 + Penalty 2680.686920 = -348460.500353
  nChanged 10
		SP:Iteration 41Q (70212.080000 sec): 3 clusters
  Score: Raw -351149.237656 + Penalty 2680.686920 = -348468.550735
  nChanged 10
		SP:Iteration 42Q (70212.140000 sec): 3 clusters
  Score: Raw -351155.170941 + Penalty 2680.686920 = -348474.484020
  nChanged 7
		SP:Iteration 43Q (70212.210000 sec): 3 clusters
  Score: Raw -351158.912496 + Penalty 2680.686920 = -348478.225575
  nChanged 7
		SP:Iteration 44Q (70212.280000 sec): 3 clusters
  Score: Raw -351162.574750 + Penalty 2680.686920 = -348481.887829
  nChanged 2
		SP:Iteration 45Q (70212.340000 sec): 3 clusters
  Score: Raw -351163.622932 + Penalty 2680.686920 = -348482.936011
  nChanged 2
		SP:Iteration 46Q (70212.410000 sec): 3 clusters
  Score: Raw -351165.546896 + Penalty 2680.686920 = -348484.859975
  nChanged 2
		SP:Iteration 47Q (70212.480000 sec): 3 clusters
  Score: Raw -351167.483994 + Penalty 2680.686920 = -348486.797074
  nChanged 0
		SP:Iteration 48F (70212.550000 sec): 3 clusters
  Score: Raw -351167.483994 + Penalty 2680.686920 = -348486.797074
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 39 (5158 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (70212.630000 sec): 2 clusters
  Score: Raw -423503.580935 + Penalty 1389.099430 = -422114.481505
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (70212.730000 sec): 3 clusters
  Score: Raw -420843.649705 + Penalty 2778.198861 = -418065.450845
  nChanged 2085
		SP:Iteration 1F (70212.820000 sec): 3 clusters
  Score: Raw -422143.379685 + Penalty 2778.198861 = -419365.180825
  nChanged 471
		SP:Iteration 2F (70212.920000 sec): 3 clusters
  Score: Raw -422614.788689 + Penalty 2778.198861 = -419836.589828
  nChanged 474
		SP:Iteration 3F (70213.010000 sec): 3 clusters
  Score: Raw -423143.204883 + Penalty 2778.198861 = -420365.006022
  nChanged 479
		SP:Iteration 4F (70213.100000 sec): 3 clusters
  Score: Raw -423666.830762 + Penalty 2778.198861 = -420888.631902
  nChanged 390
		SP:Iteration 5F (70213.200000 sec): 3 clusters
  Score: Raw -424036.772652 + Penalty 2778.198861 = -421258.573791
  nChanged 303
		SP:Iteration 6F (70213.290000 sec): 3 clusters
  Score: Raw -424322.203334 + Penalty 2778.198861 = -421544.004473
  nChanged 217
		SP:Iteration 7Q (70213.380000 sec): 3 clusters
  Score: Raw -424501.181964 + Penalty 2778.198861 = -421722.983103
  nChanged 156
		SP:Iteration 8Q (70213.480000 sec): 3 clusters
  Score: Raw -424612.773871 + Penalty 2778.198861 = -421834.575011
  nChanged 105
		SP:Iteration 9Q (70213.570000 sec): 3 clusters
  Score: Raw -424708.046577 + Penalty 2778.198861 = -421929.847716
  nChanged 91
		SP:Iteration 10Q (70213.670000 sec): 3 clusters
  Score: Raw -424790.746586 + Penalty 2778.198861 = -422012.547725
  nChanged 70
		SP:Iteration 11Q (70213.760000 sec): 3 clusters
  Score: Raw -424842.253023 + Penalty 2778.198861 = -422064.054162
  nChanged 52
		SP:Iteration 12Q (70213.850000 sec): 3 clusters
  Score: Raw -424879.626007 + Penalty 2778.198861 = -422101.427147
  nChanged 50
		SP:Iteration 13Q (70213.940000 sec): 3 clusters
  Score: Raw -424917.162295 + Penalty 2778.198861 = -422138.963435
  nChanged 34
		SP:Iteration 14Q (70214.040000 sec): 3 clusters
  Score: Raw -424935.434934 + Penalty 2778.198861 = -422157.236073
  nChanged 31
		SP:Iteration 15Q (70214.120000 sec): 3 clusters
  Score: Raw -424949.564021 + Penalty 2778.198861 = -422171.365160
  nChanged 17
		SP:Iteration 16Q (70214.220000 sec): 3 clusters
  Score: Raw -424956.089676 + Penalty 2778.198861 = -422177.890816
  nChanged 15
		SP:Iteration 17Q (70214.300000 sec): 3 clusters
  Score: Raw -424960.316635 + Penalty 2778.198861 = -422182.117774
  nChanged 11
		SP:Iteration 18Q (70214.400000 sec): 3 clusters
  Score: Raw -424963.111336 + Penalty 2778.198861 = -422184.912476
  nChanged 8
		SP:Iteration 19Q (70214.490000 sec): 3 clusters
  Score: Raw -424964.757484 + Penalty 2778.198861 = -422186.558623
  nChanged 5
		SP:Iteration 20F (70214.580000 sec): 3 clusters
  Score: Raw -424966.191243 + Penalty 2778.198861 = -422187.992382
  nChanged 9
		SP:Iteration 21Q (70214.670000 sec): 3 clusters
  Score: Raw -424969.281620 + Penalty 2778.198861 = -422191.082760
  nChanged 10
		SP:Iteration 22Q (70214.760000 sec): 3 clusters
  Score: Raw -424971.490068 + Penalty 2778.198861 = -422193.291207
  nChanged 3
		SP:Iteration 23Q (70214.850000 sec): 3 clusters
  Score: Raw -424972.048783 + Penalty 2778.198861 = -422193.849923
  nChanged 3
		SP:Iteration 24Q (70214.940000 sec): 3 clusters
  Score: Raw -424972.763196 + Penalty 2778.198861 = -422194.564336
  nChanged 5
		SP:Iteration 25Q (70215.030000 sec): 3 clusters
  Score: Raw -424974.905775 + Penalty 2778.198861 = -422196.706914
  nChanged 6
		SP:Iteration 26Q (70215.120000 sec): 3 clusters
  Score: Raw -424976.041447 + Penalty 2778.198861 = -422197.842586
  nChanged 4
		SP:Iteration 27Q (70215.220000 sec): 3 clusters
  Score: Raw -424976.928445 + Penalty 2778.198861 = -422198.729585
  nChanged 1
		SP:Iteration 28Q (70215.300000 sec): 3 clusters
  Score: Raw -424977.383316 + Penalty 2778.198861 = -422199.184455
  nChanged 1
		SP:Iteration 29Q (70215.400000 sec): 3 clusters
  Score: Raw -424977.639697 + Penalty 2778.198861 = -422199.440837
  nChanged 3
		SP:Iteration 30Q (70215.490000 sec): 3 clusters
  Score: Raw -424978.697401 + Penalty 2778.198861 = -422200.498540
  nChanged 2
		SP:Iteration 31Q (70215.580000 sec): 3 clusters
  Score: Raw -424979.379362 + Penalty 2778.198861 = -422201.180502
  nChanged 1
		SP:Iteration 32Q (70215.670000 sec): 3 clusters
  Score: Raw -424979.722677 + Penalty 2778.198861 = -422201.523817
  nChanged 0
		SP:Iteration 33F (70215.760000 sec): 3 clusters
  Score: Raw -424979.722677 + Penalty 2778.198861 = -422201.523817
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 99.
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 40 (22969 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (70215.980000 sec): 2 clusters
  Score: Raw -2171544.879232 + Penalty 1631.808873 = -2169913.070359
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (70216.310000 sec): 3 clusters
  Score: Raw -2157542.982900 + Penalty 3263.617747 = -2154279.365154
  nChanged 10555
		SP:Iteration 1F (70216.580000 sec): 3 clusters
  Score: Raw -2163192.246121 + Penalty 3263.617747 = -2159928.628374
  nChanged 1050
		SP:Iteration 2Q (70216.880000 sec): 3 clusters
  Score: Raw -2163508.103174 + Penalty 3263.617747 = -2160244.485427
  nChanged 936
		SP:Iteration 3Q (70217.170000 sec): 3 clusters
  Score: Raw -2163796.967846 + Penalty 3263.617747 = -2160533.350099
  nChanged 878
		SP:Iteration 4Q (70217.440000 sec): 3 clusters
  Score: Raw -2164104.602518 + Penalty 3263.617747 = -2160840.984772
  nChanged 919
		SP:Iteration 5Q (70217.720000 sec): 3 clusters
  Score: Raw -2164457.422666 + Penalty 3263.617747 = -2161193.804919
  nChanged 1027
		SP:Iteration 6Q (70218.010000 sec): 3 clusters
  Score: Raw -2164913.917797 + Penalty 3263.617747 = -2161650.300050
  nChanged 1216
		SP:Iteration 7F (70218.320000 sec): 3 clusters
  Score: Raw -2165574.842677 + Penalty 3263.617747 = -2162311.224930
  nChanged 1475
		SP:Iteration 8F (70218.580000 sec): 3 clusters
  Score: Raw -2166578.331683 + Penalty 3263.617747 = -2163314.713936
  nChanged 1702
		SP:Iteration 9F (70218.890000 sec): 3 clusters
  Score: Raw -2167963.249952 + Penalty 3263.617747 = -2164699.632205
  nChanged 1634
		SP:Iteration 10F (70219.180000 sec): 3 clusters
  Score: Raw -2169393.428120 + Penalty 3263.617747 = -2166129.810373
  nChanged 1228
		SP:Iteration 11F (70219.450000 sec): 3 clusters
  Score: Raw -2170472.712197 + Penalty 3263.617747 = -2167209.094450
  nChanged 700
		SP:Iteration 12Q (70219.740000 sec): 3 clusters
  Score: Raw -2171056.908262 + Penalty 3263.617747 = -2167793.290515
  nChanged 385
		SP:Iteration 13Q (70219.990000 sec): 3 clusters
  Score: Raw -2171388.249592 + Penalty 3263.617747 = -2168124.631845
  nChanged 199
		SP:Iteration 14Q (70220.260000 sec): 3 clusters
  Score: Raw -2171566.922489 + Penalty 3263.617747 = -2168303.304742
  nChanged 100
		SP:Iteration 15Q (70220.530000 sec): 3 clusters
  Score: Raw -2171672.735263 + Penalty 3263.617747 = -2168409.117516
  nChanged 55
		SP:Iteration 16Q (70220.760000 sec): 3 clusters
  Score: Raw -2171729.947996 + Penalty 3263.617747 = -2168466.330250
  nChanged 30
		SP:Iteration 17Q (70221.040000 sec): 3 clusters
  Score: Raw -2171752.229396 + Penalty 3263.617747 = -2168488.611650
  nChanged 23
		SP:Iteration 18Q (70221.320000 sec): 3 clusters
  Score: Raw -2171770.861017 + Penalty 3263.617747 = -2168507.243270
  nChanged 18
		SP:Iteration 19Q (70221.600000 sec): 3 clusters
  Score: Raw -2171786.876558 + Penalty 3263.617747 = -2168523.258811
  nChanged 10
		SP:Iteration 20F (70221.890000 sec): 3 clusters
  Score: Raw -2171803.222695 + Penalty 3263.617747 = -2168539.604948
  nChanged 5
		SP:Iteration 21Q (70222.130000 sec): 3 clusters
  Score: Raw -2171807.886820 + Penalty 3263.617747 = -2168544.269073
  nChanged 4
		SP:Iteration 22Q (70222.410000 sec): 3 clusters
  Score: Raw -2171809.718481 + Penalty 3263.617747 = -2168546.100734
  nChanged 2
		SP:Iteration 23Q (70222.690000 sec): 3 clusters
  Score: Raw -2171811.166548 + Penalty 3263.617747 = -2168547.548801
  nChanged 6
		SP:Iteration 24Q (70222.960000 sec): 3 clusters
  Score: Raw -2171814.370761 + Penalty 3263.617747 = -2168550.753014
  nChanged 3
		SP:Iteration 25Q (70223.240000 sec): 3 clusters
  Score: Raw -2171817.933883 + Penalty 3263.617747 = -2168554.316136
  nChanged 1
		SP:Iteration 26Q (70223.510000 sec): 3 clusters
  Score: Raw -2171818.956936 + Penalty 3263.617747 = -2168555.339189
  nChanged 1
		SP:Iteration 27Q (70223.790000 sec): 3 clusters
  Score: Raw -2171820.703794 + Penalty 3263.617747 = -2168557.086047
  nChanged 0
		SP:Iteration 28F (70224.080000 sec): 3 clusters
  Score: Raw -2171820.703794 + Penalty 3263.617747 = -2168557.086047
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 41 (2627 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (70224.150000 sec): 2 clusters
  Score: Raw -218743.172385 + Penalty 1279.459641 = -217463.712744
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (70224.200000 sec): 3 clusters
  Score: Raw -217541.041982 + Penalty 2558.919282 = -214982.122701
  nChanged 1011
		SP:Iteration 1F (70224.250000 sec): 3 clusters
  Score: Raw -218283.698352 + Penalty 2558.919282 = -215724.779070
  nChanged 234
		SP:Iteration 2F (70224.310000 sec): 3 clusters
  Score: Raw -218500.249863 + Penalty 2558.919282 = -215941.330581
  nChanged 157
		SP:Iteration 3F (70224.360000 sec): 3 clusters
  Score: Raw -218650.591867 + Penalty 2558.919282 = -216091.672586
  nChanged 144
		SP:Iteration 4F (70224.410000 sec): 3 clusters
  Score: Raw -218791.706400 + Penalty 2558.919282 = -216232.787118
  nChanged 130
		SP:Iteration 5Q (70224.460000 sec): 3 clusters
  Score: Raw -218924.737466 + Penalty 2558.919282 = -216365.818185
  nChanged 127
		SP:Iteration 6Q (70224.510000 sec): 3 clusters
  Score: Raw -219038.577116 + Penalty 2558.919282 = -216479.657835
  nChanged 124
		SP:Iteration 7Q (70224.570000 sec): 3 clusters
  Score: Raw -219147.840799 + Penalty 2558.919282 = -216588.921518
  nChanged 94
		SP:Iteration 8Q (70224.610000 sec): 3 clusters
  Score: Raw -219218.135882 + Penalty 2558.919282 = -216659.216601
  nChanged 75
		SP:Iteration 9Q (70224.670000 sec): 3 clusters
  Score: Raw -219270.252370 + Penalty 2558.919282 = -216711.333089
  nChanged 53
		SP:Iteration 10Q (70224.720000 sec): 3 clusters
  Score: Raw -219303.662980 + Penalty 2558.919282 = -216744.743698
  nChanged 34
		SP:Iteration 11Q (70224.770000 sec): 3 clusters
  Score: Raw -219323.929264 + Penalty 2558.919282 = -216765.009982
  nChanged 34
		SP:Iteration 12Q (70224.820000 sec): 3 clusters
  Score: Raw -219344.407097 + Penalty 2558.919282 = -216785.487816
  nChanged 37
		SP:Iteration 13Q (70224.870000 sec): 3 clusters
  Score: Raw -219367.004789 + Penalty 2558.919282 = -216808.085507
  nChanged 28
		SP:Iteration 14Q (70224.930000 sec): 3 clusters
  Score: Raw -219381.098920 + Penalty 2558.919282 = -216822.179639
  nChanged 18
		SP:Iteration 15Q (70224.980000 sec): 3 clusters
  Score: Raw -219388.792920 + Penalty 2558.919282 = -216829.873639
  nChanged 8
		SP:Iteration 16Q (70225.030000 sec): 3 clusters
  Score: Raw -219392.236830 + Penalty 2558.919282 = -216833.317549
  nChanged 4
		SP:Iteration 17Q (70225.080000 sec): 3 clusters
  Score: Raw -219394.143998 + Penalty 2558.919282 = -216835.224717
  nChanged 6
		SP:Iteration 18Q (70225.130000 sec): 3 clusters
  Score: Raw -219397.466912 + Penalty 2558.919282 = -216838.547631
  nChanged 4
		SP:Iteration 19Q (70225.180000 sec): 3 clusters
  Score: Raw -219398.863740 + Penalty 2558.919282 = -216839.944459
  nChanged 2
		SP:Iteration 20F (70225.230000 sec): 3 clusters
  Score: Raw -219399.604738 + Penalty 2558.919282 = -216840.685456
  nChanged 1
		SP:Iteration 21Q (70225.290000 sec): 3 clusters
  Score: Raw -219399.905030 + Penalty 2558.919282 = -216840.985748
  nChanged 1
		SP:Iteration 22Q (70225.340000 sec): 3 clusters
  Score: Raw -219400.262843 + Penalty 2558.919282 = -216841.343562
  nChanged 2
		SP:Iteration 23Q (70225.390000 sec): 3 clusters
  Score: Raw -219400.754717 + Penalty 2558.919282 = -216841.835435
  nChanged 2
		SP:Iteration 24Q (70225.440000 sec): 3 clusters
  Score: Raw -219401.372545 + Penalty 2558.919282 = -216842.453264
  nChanged 0
		SP:Iteration 25F (70225.490000 sec): 3 clusters
  Score: Raw -219401.372545 + Penalty 2558.919282 = -216842.453264
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 42 (839 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (70225.540000 sec): 2 clusters
  Score: Raw -59962.766829 + Penalty 1093.984240 = -58868.782589
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (70225.560000 sec): 3 clusters
  Score: Raw -59782.364356 + Penalty 2187.968480 = -57594.395876
  nChanged 260
		SP:Iteration 1F (70225.570000 sec): 3 clusters
  Score: Raw -60064.663011 + Penalty 2187.968480 = -57876.694532
  nChanged 80
		SP:Iteration 2F (70225.590000 sec): 3 clusters
  Score: Raw -60195.392748 + Penalty 2187.968480 = -58007.424268
  nChanged 58
		SP:Iteration 3F (70225.610000 sec): 3 clusters
  Score: Raw -60296.543106 + Penalty 2187.968480 = -58108.574626
  nChanged 48
		SP:Iteration 4F (70225.630000 sec): 3 clusters
  Score: Raw -60391.249623 + Penalty 2187.968480 = -58203.281144
  nChanged 41
		SP:Iteration 5Q (70225.640000 sec): 3 clusters
  Score: Raw -60468.418467 + Penalty 2187.968480 = -58280.449988
  nChanged 20
		SP:Iteration 6Q (70225.660000 sec): 3 clusters
  Score: Raw -60498.377430 + Penalty 2187.968480 = -58310.408950
  nChanged 14
		SP:Iteration 7Q (70225.670000 sec): 3 clusters
  Score: Raw -60525.373865 + Penalty 2187.968480 = -58337.405385
  nChanged 12
		SP:Iteration 8Q (70225.690000 sec): 3 clusters
  Score: Raw -60539.188711 + Penalty 2187.968480 = -58351.220231
  nChanged 8
		SP:Iteration 9Q (70225.710000 sec): 3 clusters
  Score: Raw -60549.617175 + Penalty 2187.968480 = -58361.648695
  nChanged 7
		SP:Iteration 10Q (70225.730000 sec): 3 clusters
  Score: Raw -60563.735609 + Penalty 2187.968480 = -58375.767129
  nChanged 10
		SP:Iteration 11Q (70225.740000 sec): 3 clusters
  Score: Raw -60579.250306 + Penalty 2187.968480 = -58391.281826
  nChanged 8
		SP:Iteration 12Q (70225.760000 sec): 3 clusters
  Score: Raw -60590.792622 + Penalty 2187.968480 = -58402.824142
  nChanged 6
		SP:Iteration 13Q (70225.770000 sec): 3 clusters
  Score: Raw -60604.161303 + Penalty 2187.968480 = -58416.192823
  nChanged 5
		SP:Iteration 14Q (70225.790000 sec): 3 clusters
  Score: Raw -60623.990601 + Penalty 2187.968480 = -58436.022121
  nChanged 4
		SP:Iteration 15Q (70225.810000 sec): 3 clusters
  Score: Raw -60639.781286 + Penalty 2187.968480 = -58451.812806
  nChanged 8
		SP:Iteration 16Q (70225.820000 sec): 3 clusters
  Score: Raw -60650.435619 + Penalty 2187.968480 = -58462.467140
  nChanged 3
		SP:Iteration 17Q (70225.840000 sec): 3 clusters
  Score: Raw -60653.139453 + Penalty 2187.968480 = -58465.170974
  nChanged 1
		SP:Iteration 18Q (70225.850000 sec): 3 clusters
  Score: Raw -60654.437010 + Penalty 2187.968480 = -58466.468531
  nChanged 3
		SP:Iteration 19Q (70225.870000 sec): 3 clusters
  Score: Raw -60662.941027 + Penalty 2187.968480 = -58474.972548
  nChanged 5
		SP:Iteration 20F (70225.890000 sec): 3 clusters
  Score: Raw -60670.742721 + Penalty 2187.968480 = -58482.774242
  nChanged 8
		SP:Iteration 21Q (70225.910000 sec): 3 clusters
  Score: Raw -60700.478790 + Penalty 2187.968480 = -58512.510310
  nChanged 5
		SP:Iteration 22Q (70225.920000 sec): 3 clusters
  Score: Raw -60738.093273 + Penalty 2187.968480 = -58550.124794
  nChanged 10
		SP:Iteration 23Q (70225.940000 sec): 3 clusters
  Score: Raw -60760.433360 + Penalty 2187.968480 = -58572.464880
  nChanged 5
		SP:Iteration 24Q (70225.950000 sec): 3 clusters
  Score: Raw -60766.476218 + Penalty 2187.968480 = -58578.507738
  nChanged 3
		SP:Iteration 25Q (70225.970000 sec): 3 clusters
  Score: Raw -60770.141714 + Penalty 2187.968480 = -58582.173234
  nChanged 2
		SP:Iteration 26Q (70225.990000 sec): 3 clusters
  Score: Raw -60775.557514 + Penalty 2187.968480 = -58587.589035
  nChanged 2
		SP:Iteration 27Q (70226.000000 sec): 3 clusters
  Score: Raw -60777.864413 + Penalty 2187.968480 = -58589.895934
  nChanged 1
		SP:Iteration 28Q (70226.020000 sec): 3 clusters
  Score: Raw -60778.778566 + Penalty 2187.968480 = -58590.810087
  nChanged 1
		SP:Iteration 29Q (70226.030000 sec): 3 clusters
  Score: Raw -60779.873518 + Penalty 2187.968480 = -58591.905038
  nChanged 2
		SP:Iteration 30Q (70226.050000 sec): 3 clusters
  Score: Raw -60781.638754 + Penalty 2187.968480 = -58593.670274
  nChanged 0
		SP:Iteration 31F (70226.070000 sec): 3 clusters
  Score: Raw -60781.638754 + Penalty 2187.968480 = -58593.670274
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 43 (845 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (70226.110000 sec): 2 clusters
  Score: Raw -70408.868774 + Penalty 1095.142202 = -69313.726572
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (70226.120000 sec): 3 clusters
  Score: Raw -70208.070172 + Penalty 2190.284404 = -68017.785768
  nChanged 254
		SP:Iteration 1F (70226.140000 sec): 3 clusters
  Score: Raw -70462.786372 + Penalty 2190.284404 = -68272.501968
  nChanged 73
		SP:Iteration 2F (70226.160000 sec): 3 clusters
  Score: Raw -70536.785526 + Penalty 2190.284404 = -68346.501122
  nChanged 27
		SP:Iteration 3Q (70226.170000 sec): 3 clusters
  Score: Raw -70581.718393 + Penalty 2190.284404 = -68391.433989
  nChanged 25
		SP:Iteration 4Q (70226.190000 sec): 3 clusters
  Score: Raw -70605.625818 + Penalty 2190.284404 = -68415.341414
  nChanged 12
		SP:Iteration 5Q (70226.210000 sec): 3 clusters
  Score: Raw -70619.592686 + Penalty 2190.284404 = -68429.308282
  nChanged 11
		SP:Iteration 6Q (70226.230000 sec): 3 clusters
  Score: Raw -70629.472263 + Penalty 2190.284404 = -68439.187859
  nChanged 8
		SP:Iteration 7Q (70226.240000 sec): 3 clusters
  Score: Raw -70638.305475 + Penalty 2190.284404 = -68448.021071
  nChanged 10
		SP:Iteration 8Q (70226.260000 sec): 3 clusters
  Score: Raw -70648.847696 + Penalty 2190.284404 = -68458.563292
  nChanged 7
		SP:Iteration 9Q (70226.270000 sec): 3 clusters
  Score: Raw -70659.041153 + Penalty 2190.284404 = -68468.756749
  nChanged 7
		SP:Iteration 10Q (70226.290000 sec): 3 clusters
  Score: Raw -70675.600944 + Penalty 2190.284404 = -68485.316540
  nChanged 12
		SP:Iteration 11Q (70226.310000 sec): 3 clusters
  Score: Raw -70706.432448 + Penalty 2190.284404 = -68516.148044
  nChanged 16
		SP:Iteration 12Q (70226.330000 sec): 3 clusters
  Score: Raw -70729.981884 + Penalty 2190.284404 = -68539.697481
  nChanged 13
		SP:Iteration 13Q (70226.340000 sec): 3 clusters
  Score: Raw -70745.449462 + Penalty 2190.284404 = -68555.165058
  nChanged 11
		SP:Iteration 14Q (70226.360000 sec): 3 clusters
  Score: Raw -70757.052135 + Penalty 2190.284404 = -68566.767731
  nChanged 9
		SP:Iteration 15Q (70226.380000 sec): 3 clusters
  Score: Raw -70772.210334 + Penalty 2190.284404 = -68581.925930
  nChanged 9
		SP:Iteration 16Q (70226.390000 sec): 3 clusters
  Score: Raw -70784.850319 + Penalty 2190.284404 = -68594.565916
  nChanged 8
		SP:Iteration 17Q (70226.410000 sec): 3 clusters
  Score: Raw -70800.208383 + Penalty 2190.284404 = -68609.923979
  nChanged 11
		SP:Iteration 18Q (70226.430000 sec): 3 clusters
  Score: Raw -70824.640728 + Penalty 2190.284404 = -68634.356324
  nChanged 7
		SP:Iteration 19Q (70226.440000 sec): 3 clusters
  Score: Raw -70832.713011 + Penalty 2190.284404 = -68642.428607
  nChanged 3
		SP:Iteration 20F (70226.460000 sec): 3 clusters
  Score: Raw -70835.157649 + Penalty 2190.284404 = -68644.873245
  nChanged 2
		SP:Iteration 21Q (70226.480000 sec): 3 clusters
  Score: Raw -70837.204230 + Penalty 2190.284404 = -68646.919827
  nChanged 1
		SP:Iteration 22Q (70226.500000 sec): 3 clusters
  Score: Raw -70837.998964 + Penalty 2190.284404 = -68647.714560
  nChanged 0
		SP:Iteration 23F (70226.510000 sec): 3 clusters
  Score: Raw -70837.998964 + Penalty 2190.284404 = -68647.714560
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 44 (1698 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (70226.570000 sec): 2 clusters
  Score: Raw -151180.496268 + Penalty 1208.546035 = -149971.950234
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (70226.610000 sec): 3 clusters
  Score: Raw -150491.524198 + Penalty 2417.092069 = -148074.432129
  nChanged 581
		SP:Iteration 1F (70226.640000 sec): 3 clusters
  Score: Raw -150963.111957 + Penalty 2417.092069 = -148546.019888
  nChanged 210
		SP:Iteration 2F (70226.670000 sec): 3 clusters
  Score: Raw -151276.047758 + Penalty 2417.092069 = -148858.955689
  nChanged 151
		SP:Iteration 3F (70226.700000 sec): 3 clusters
  Score: Raw -151535.287202 + Penalty 2417.092069 = -149118.195133
  nChanged 113
		SP:Iteration 4F (70226.740000 sec): 3 clusters
  Score: Raw -151681.832841 + Penalty 2417.092069 = -149264.740772
  nChanged 62
		SP:Iteration 5Q (70226.770000 sec): 3 clusters
  Score: Raw -151747.522348 + Penalty 2417.092069 = -149330.430279
  nChanged 44
		SP:Iteration 6Q (70226.800000 sec): 3 clusters
  Score: Raw -151791.745114 + Penalty 2417.092069 = -149374.653044
  nChanged 24
		SP:Iteration 7Q (70226.840000 sec): 3 clusters
  Score: Raw -151808.523060 + Penalty 2417.092069 = -149391.430991
  nChanged 18
		SP:Iteration 8Q (70226.870000 sec): 3 clusters
  Score: Raw -151826.489084 + Penalty 2417.092069 = -149409.397015
  nChanged 17
		SP:Iteration 9Q (70226.900000 sec): 3 clusters
  Score: Raw -151838.839082 + Penalty 2417.092069 = -149421.747013
  nChanged 8
		SP:Iteration 10Q (70226.940000 sec): 3 clusters
  Score: Raw -151845.385652 + Penalty 2417.092069 = -149428.293583
  nChanged 6
		SP:Iteration 11Q (70226.970000 sec): 3 clusters
  Score: Raw -151849.948682 + Penalty 2417.092069 = -149432.856613
  nChanged 2
		SP:Iteration 12Q (70227.000000 sec): 3 clusters
  Score: Raw -151852.451132 + Penalty 2417.092069 = -149435.359063
  nChanged 5
		SP:Iteration 13Q (70227.030000 sec): 3 clusters
  Score: Raw -151856.778431 + Penalty 2417.092069 = -149439.686362
  nChanged 3
		SP:Iteration 14Q (70227.060000 sec): 3 clusters
  Score: Raw -151859.227842 + Penalty 2417.092069 = -149442.135772
  nChanged 2
		SP:Iteration 15Q (70227.100000 sec): 3 clusters
  Score: Raw -151860.434988 + Penalty 2417.092069 = -149443.342919
  nChanged 1
		SP:Iteration 16Q (70227.130000 sec): 3 clusters
  Score: Raw -151861.213925 + Penalty 2417.092069 = -149444.121856
  nChanged 0
		SP:Iteration 17F (70227.160000 sec): 3 clusters
  Score: Raw -151861.213925 + Penalty 2417.092069 = -149444.121856
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 45 (2170 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (70227.230000 sec): 2 clusters
  Score: Raw -168860.569067 + Penalty 1248.403398 = -167612.165670
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (70227.270000 sec): 3 clusters
  Score: Raw -167912.301041 + Penalty 2496.806795 = -165415.494246
  nChanged 815
		SP:Iteration 1F (70227.320000 sec): 3 clusters
  Score: Raw -168532.419019 + Penalty 2496.806795 = -166035.612224
  nChanged 205
		SP:Iteration 2F (70227.360000 sec): 3 clusters
  Score: Raw -168741.785331 + Penalty 2496.806795 = -166244.978535
  nChanged 157
		SP:Iteration 3F (70227.400000 sec): 3 clusters
  Score: Raw -168915.435092 + Penalty 2496.806795 = -166418.628297
  nChanged 130
		SP:Iteration 4F (70227.440000 sec): 3 clusters
  Score: Raw -169031.542164 + Penalty 2496.806795 = -166534.735369
  nChanged 85
		SP:Iteration 5Q (70227.480000 sec): 3 clusters
  Score: Raw -169121.159878 + Penalty 2496.806795 = -166624.353083
  nChanged 64
		SP:Iteration 6Q (70227.520000 sec): 3 clusters
  Score: Raw -169174.739983 + Penalty 2496.806795 = -166677.933188
  nChanged 47
		SP:Iteration 7Q (70227.560000 sec): 3 clusters
  Score: Raw -169225.151047 + Penalty 2496.806795 = -166728.344252
  nChanged 52
		SP:Iteration 8Q (70227.600000 sec): 3 clusters
  Score: Raw -169284.564195 + Penalty 2496.806795 = -166787.757400
  nChanged 51
		SP:Iteration 9Q (70227.640000 sec): 3 clusters
  Score: Raw -169331.898551 + Penalty 2496.806795 = -166835.091756
  nChanged 50
		SP:Iteration 10Q (70227.690000 sec): 3 clusters
  Score: Raw -169386.561573 + Penalty 2496.806795 = -166889.754778
  nChanged 43
		SP:Iteration 11Q (70227.730000 sec): 3 clusters
  Score: Raw -169421.732818 + Penalty 2496.806795 = -166924.926023
  nChanged 41
		SP:Iteration 12Q (70227.770000 sec): 3 clusters
  Score: Raw -169461.401157 + Penalty 2496.806795 = -166964.594362
  nChanged 36
		SP:Iteration 13Q (70227.810000 sec): 3 clusters
  Score: Raw -169500.243401 + Penalty 2496.806795 = -167003.436606
  nChanged 45
		SP:Iteration 14Q (70227.850000 sec): 3 clusters
  Score: Raw -169533.703440 + Penalty 2496.806795 = -167036.896645
  nChanged 33
		SP:Iteration 15Q (70227.890000 sec): 3 clusters
  Score: Raw -169566.758833 + Penalty 2496.806795 = -167069.952038
  nChanged 30
		SP:Iteration 16Q (70227.940000 sec): 3 clusters
  Score: Raw -169588.197718 + Penalty 2496.806795 = -167091.390923
  nChanged 26
		SP:Iteration 17Q (70227.980000 sec): 3 clusters
  Score: Raw -169607.979316 + Penalty 2496.806795 = -167111.172521
  nChanged 13
		SP:Iteration 18Q (70228.020000 sec): 3 clusters
  Score: Raw -169625.656043 + Penalty 2496.806795 = -167128.849248
  nChanged 22
		SP:Iteration 19Q (70228.060000 sec): 3 clusters
  Score: Raw -169643.090769 + Penalty 2496.806795 = -167146.283974
  nChanged 20
		SP:Iteration 20F (70228.100000 sec): 3 clusters
  Score: Raw -169652.980254 + Penalty 2496.806795 = -167156.173459
  nChanged 16
		SP:Iteration 21Q (70228.140000 sec): 3 clusters
  Score: Raw -169661.531306 + Penalty 2496.806795 = -167164.724511
  nChanged 11
		SP:Iteration 22Q (70228.180000 sec): 3 clusters
  Score: Raw -169665.336878 + Penalty 2496.806795 = -167168.530083
  nChanged 4
		SP:Iteration 23Q (70228.220000 sec): 3 clusters
  Score: Raw -169667.111501 + Penalty 2496.806795 = -167170.304706
  nChanged 4
		SP:Iteration 24Q (70228.260000 sec): 3 clusters
  Score: Raw -169668.298145 + Penalty 2496.806795 = -167171.491350
  nChanged 4
		SP:Iteration 25Q (70228.300000 sec): 3 clusters
  Score: Raw -169669.320461 + Penalty 2496.806795 = -167172.513666
  nChanged 0
		SP:Iteration 26F (70228.350000 sec): 3 clusters
  Score: Raw -169669.320461 + Penalty 2496.806795 = -167172.513666
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 46 (3245 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (70228.420000 sec): 2 clusters
  Score: Raw -271755.941641 + Penalty 1313.791477 = -270442.150164
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (70228.480000 sec): 3 clusters
  Score: Raw -270191.313894 + Penalty 2627.582954 = -267563.730940
  nChanged 1225
		SP:Iteration 1F (70228.540000 sec): 3 clusters
  Score: Raw -270916.643846 + Penalty 2627.582954 = -268289.060891
  nChanged 260
		SP:Iteration 2F (70228.600000 sec): 3 clusters
  Score: Raw -271099.157177 + Penalty 2627.582954 = -268471.574222
  nChanged 213
		SP:Iteration 3F (70228.660000 sec): 3 clusters
  Score: Raw -271256.721642 + Penalty 2627.582954 = -268629.138687
  nChanged 165
		SP:Iteration 4F (70228.720000 sec): 3 clusters
  Score: Raw -271375.169229 + Penalty 2627.582954 = -268747.586275
  nChanged 132
		SP:Iteration 5Q (70228.780000 sec): 3 clusters
  Score: Raw -271468.279675 + Penalty 2627.582954 = -268840.696720
  nChanged 125
		SP:Iteration 6Q (70228.850000 sec): 3 clusters
  Score: Raw -271555.572702 + Penalty 2627.582954 = -268927.989748
  nChanged 112
		SP:Iteration 7Q (70228.910000 sec): 3 clusters
  Score: Raw -271643.975374 + Penalty 2627.582954 = -269016.392419
  nChanged 107
		SP:Iteration 8Q (70228.970000 sec): 3 clusters
  Score: Raw -271716.223806 + Penalty 2627.582954 = -269088.640852
  nChanged 79
		SP:Iteration 9Q (70229.040000 sec): 3 clusters
  Score: Raw -271767.805875 + Penalty 2627.582954 = -269140.222920
  nChanged 61
		SP:Iteration 10Q (70229.100000 sec): 3 clusters
  Score: Raw -271807.396968 + Penalty 2627.582954 = -269179.814014
  nChanged 49
		SP:Iteration 11Q (70229.160000 sec): 3 clusters
  Score: Raw -271837.428607 + Penalty 2627.582954 = -269209.845652
  nChanged 43
		SP:Iteration 12Q (70229.220000 sec): 3 clusters
  Score: Raw -271858.163258 + Penalty 2627.582954 = -269230.580304
  nChanged 31
		SP:Iteration 13Q (70229.280000 sec): 3 clusters
  Score: Raw -271872.553480 + Penalty 2627.582954 = -269244.970526
  nChanged 21
		SP:Iteration 14Q (70229.340000 sec): 3 clusters
  Score: Raw -271881.786476 + Penalty 2627.582954 = -269254.203522
  nChanged 24
		SP:Iteration 15Q (70229.400000 sec): 3 clusters
  Score: Raw -271891.675656 + Penalty 2627.582954 = -269264.092702
  nChanged 21
		SP:Iteration 16Q (70229.460000 sec): 3 clusters
  Score: Raw -271901.388137 + Penalty 2627.582954 = -269273.805183
  nChanged 14
		SP:Iteration 17Q (70229.520000 sec): 3 clusters
  Score: Raw -271907.581579 + Penalty 2627.582954 = -269279.998624
  nChanged 10
		SP:Iteration 18Q (70229.580000 sec): 3 clusters
  Score: Raw -271911.892795 + Penalty 2627.582954 = -269284.309840
  nChanged 9
		SP:Iteration 19Q (70229.640000 sec): 3 clusters
  Score: Raw -271916.082567 + Penalty 2627.582954 = -269288.499612
  nChanged 10
		SP:Iteration 20F (70229.700000 sec): 3 clusters
  Score: Raw -271918.663292 + Penalty 2627.582954 = -269291.080338
  nChanged 6
		SP:Iteration 21Q (70229.760000 sec): 3 clusters
  Score: Raw -271920.486942 + Penalty 2627.582954 = -269292.903988
  nChanged 2
		SP:Iteration 22Q (70229.830000 sec): 3 clusters
  Score: Raw -271921.013358 + Penalty 2627.582954 = -269293.430404
  nChanged 3
		SP:Iteration 23Q (70229.890000 sec): 3 clusters
  Score: Raw -271921.553222 + Penalty 2627.582954 = -269293.970268
  nChanged 2
		SP:Iteration 24Q (70229.950000 sec): 3 clusters
  Score: Raw -271921.951608 + Penalty 2627.582954 = -269294.368654
  nChanged 0
		SP:Iteration 25F (70230.010000 sec): 3 clusters
  Score: Raw -271921.951608 + Penalty 2627.582954 = -269294.368654
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 47 (3660 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (70230.080000 sec): 2 clusters
  Score: Raw -311041.351465 + Penalty 1333.347994 = -309708.003471
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (70230.150000 sec): 3 clusters
  Score: Raw -309321.450817 + Penalty 2666.695989 = -306654.754828
  nChanged 1424
		SP:Iteration 1F (70230.220000 sec): 3 clusters
  Score: Raw -310317.925013 + Penalty 2666.695989 = -307651.229024
  nChanged 309
		SP:Iteration 2F (70230.280000 sec): 3 clusters
  Score: Raw -310544.766121 + Penalty 2666.695989 = -307878.070133
  nChanged 212
		SP:Iteration 3F (70230.360000 sec): 3 clusters
  Score: Raw -310693.885870 + Penalty 2666.695989 = -308027.189881
  nChanged 155
		SP:Iteration 4Q (70230.420000 sec): 3 clusters
  Score: Raw -310786.107958 + Penalty 2666.695989 = -308119.411970
  nChanged 100
		SP:Iteration 5Q (70230.490000 sec): 3 clusters
  Score: Raw -310844.003207 + Penalty 2666.695989 = -308177.307219
  nChanged 90
		SP:Iteration 6Q (70230.560000 sec): 3 clusters
  Score: Raw -310885.633016 + Penalty 2666.695989 = -308218.937027
  nChanged 72
		SP:Iteration 7Q (70230.630000 sec): 3 clusters
  Score: Raw -310922.942485 + Penalty 2666.695989 = -308256.246497
  nChanged 72
		SP:Iteration 8Q (70230.700000 sec): 3 clusters
  Score: Raw -310965.606094 + Penalty 2666.695989 = -308298.910105
  nChanged 77
		SP:Iteration 9Q (70230.770000 sec): 3 clusters
  Score: Raw -311013.836115 + Penalty 2666.695989 = -308347.140126
  nChanged 64
		SP:Iteration 10Q (70230.840000 sec): 3 clusters
  Score: Raw -311040.544776 + Penalty 2666.695989 = -308373.848787
  nChanged 47
		SP:Iteration 11Q (70230.910000 sec): 3 clusters
  Score: Raw -311057.193526 + Penalty 2666.695989 = -308390.497537
  nChanged 45
		SP:Iteration 12Q (70230.980000 sec): 3 clusters
  Score: Raw -311074.228598 + Penalty 2666.695989 = -308407.532609
  nChanged 39
		SP:Iteration 13Q (70231.050000 sec): 3 clusters
  Score: Raw -311087.235500 + Penalty 2666.695989 = -308420.539511
  nChanged 24
		SP:Iteration 14Q (70231.120000 sec): 3 clusters
  Score: Raw -311095.191857 + Penalty 2666.695989 = -308428.495869
  nChanged 22
		SP:Iteration 15Q (70231.190000 sec): 3 clusters
  Score: Raw -311103.849161 + Penalty 2666.695989 = -308437.153173
  nChanged 28
		SP:Iteration 16Q (70231.260000 sec): 3 clusters
  Score: Raw -311112.268290 + Penalty 2666.695989 = -308445.572301
  nChanged 18
		SP:Iteration 17Q (70231.330000 sec): 3 clusters
  Score: Raw -311116.699099 + Penalty 2666.695989 = -308450.003111
  nChanged 17
		SP:Iteration 18Q (70231.400000 sec): 3 clusters
  Score: Raw -311122.600565 + Penalty 2666.695989 = -308455.904576
  nChanged 22
		SP:Iteration 19Q (70231.460000 sec): 3 clusters
  Score: Raw -311132.985133 + Penalty 2666.695989 = -308466.289145
  nChanged 28
		SP:Iteration 20F (70231.530000 sec): 3 clusters
  Score: Raw -311145.068678 + Penalty 2666.695989 = -308478.372690
  nChanged 30
		SP:Iteration 21Q (70231.600000 sec): 3 clusters
  Score: Raw -311157.119822 + Penalty 2666.695989 = -308490.423833
  nChanged 23
		SP:Iteration 22Q (70231.670000 sec): 3 clusters
  Score: Raw -311165.665242 + Penalty 2666.695989 = -308498.969254
  nChanged 18
		SP:Iteration 23Q (70231.740000 sec): 3 clusters
  Score: Raw -311175.719470 + Penalty 2666.695989 = -308509.023482
  nChanged 22
		SP:Iteration 24Q (70231.810000 sec): 3 clusters
  Score: Raw -311183.931800 + Penalty 2666.695989 = -308517.235811
  nChanged 24
		SP:Iteration 25Q (70231.880000 sec): 3 clusters
  Score: Raw -311194.537667 + Penalty 2666.695989 = -308527.841678
  nChanged 37
		SP:Iteration 26Q (70231.950000 sec): 3 clusters
  Score: Raw -311211.897183 + Penalty 2666.695989 = -308545.201194
  nChanged 46
		SP:Iteration 27Q (70232.020000 sec): 3 clusters
  Score: Raw -311238.989452 + Penalty 2666.695989 = -308572.293463
  nChanged 49
		SP:Iteration 28Q (70232.090000 sec): 3 clusters
  Score: Raw -311267.848045 + Penalty 2666.695989 = -308601.152057
  nChanged 50
		SP:Iteration 29Q (70232.160000 sec): 3 clusters
  Score: Raw -311293.374490 + Penalty 2666.695989 = -308626.678501
  nChanged 42
		SP:Iteration 30Q (70232.230000 sec): 3 clusters
  Score: Raw -311318.695303 + Penalty 2666.695989 = -308651.999314
  nChanged 45
		SP:Iteration 31Q (70232.300000 sec): 3 clusters
  Score: Raw -311352.587975 + Penalty 2666.695989 = -308685.891986
  nChanged 61
		SP:Iteration 32Q (70232.370000 sec): 3 clusters
  Score: Raw -311411.250943 + Penalty 2666.695989 = -308744.554955
  nChanged 64
		SP:Iteration 33Q (70232.440000 sec): 3 clusters
  Score: Raw -311476.968283 + Penalty 2666.695989 = -308810.272295
  nChanged 72
		SP:Iteration 34Q (70232.500000 sec): 3 clusters
  Score: Raw -311557.043504 + Penalty 2666.695989 = -308890.347516
  nChanged 94
		SP:Iteration 35Q (70232.570000 sec): 3 clusters
  Score: Raw -311632.512152 + Penalty 2666.695989 = -308965.816164
  nChanged 75
		SP:Iteration 36Q (70232.640000 sec): 3 clusters
  Score: Raw -311708.940421 + Penalty 2666.695989 = -309042.244433
  nChanged 87
		SP:Iteration 37Q (70232.700000 sec): 3 clusters
  Score: Raw -311785.546474 + Penalty 2666.695989 = -309118.850486
  nChanged 70
		SP:Iteration 38Q (70232.770000 sec): 3 clusters
  Score: Raw -311836.270479 + Penalty 2666.695989 = -309169.574491
  nChanged 63
		SP:Iteration 39Q (70232.840000 sec): 3 clusters
  Score: Raw -311874.175870 + Penalty 2666.695989 = -309207.479881
  nChanged 37
		SP:Iteration 40F (70232.910000 sec): 3 clusters
  Score: Raw -311892.855596 + Penalty 2666.695989 = -309226.159608
  nChanged 42
		SP:Iteration 41Q (70232.980000 sec): 3 clusters
  Score: Raw -311915.838150 + Penalty 2666.695989 = -309249.142161
  nChanged 41
		SP:Iteration 42Q (70233.040000 sec): 3 clusters
  Score: Raw -311935.166675 + Penalty 2666.695989 = -309268.470687
  nChanged 26
		SP:Iteration 43Q (70233.110000 sec): 3 clusters
  Score: Raw -311944.934899 + Penalty 2666.695989 = -309278.238910
  nChanged 15
		SP:Iteration 44Q (70233.180000 sec): 3 clusters
  Score: Raw -311950.465563 + Penalty 2666.695989 = -309283.769574
  nChanged 11
		SP:Iteration 45Q (70233.240000 sec): 3 clusters
  Score: Raw -311955.236969 + Penalty 2666.695989 = -309288.540980
  nChanged 10
		SP:Iteration 46Q (70233.310000 sec): 3 clusters
  Score: Raw -311960.171806 + Penalty 2666.695989 = -309293.475818
  nChanged 12
		SP:Iteration 47Q (70233.380000 sec): 3 clusters
  Score: Raw -311964.105341 + Penalty 2666.695989 = -309297.409352
  nChanged 10
		SP:Iteration 48Q (70233.440000 sec): 3 clusters
  Score: Raw -311967.809283 + Penalty 2666.695989 = -309301.113295
  nChanged 7
		SP:Iteration 49Q (70233.510000 sec): 3 clusters
  Score: Raw -311969.931199 + Penalty 2666.695989 = -309303.235210
  nChanged 5
		SP:Iteration 50Q (70233.580000 sec): 3 clusters
  Score: Raw -311971.513185 + Penalty 2666.695989 = -309304.817197
  nChanged 6
		SP:Iteration 51Q (70233.650000 sec): 3 clusters
  Score: Raw -311973.731943 + Penalty 2666.695989 = -309307.035955
  nChanged 6
		SP:Iteration 52Q (70233.720000 sec): 3 clusters
  Score: Raw -311976.196905 + Penalty 2666.695989 = -309309.500916
  nChanged 4
		SP:Iteration 53Q (70233.780000 sec): 3 clusters
  Score: Raw -311977.355960 + Penalty 2666.695989 = -309310.659972
  nChanged 1
		SP:Iteration 54Q (70233.850000 sec): 3 clusters
  Score: Raw -311977.779775 + Penalty 2666.695989 = -309311.083787
  nChanged 0
		SP:Iteration 55F (70233.920000 sec): 3 clusters
  Score: Raw -311977.779775 + Penalty 2666.695989 = -309311.083787
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 48 (38064 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (70234.220000 sec): 2 clusters
  Score: Raw -3442352.871864 + Penalty 1713.891438 = -3440638.980426
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (70234.680000 sec): 3 clusters
  Score: Raw -3418572.446135 + Penalty 3427.782876 = -3415144.663259
  nChanged 17688
		SP:Iteration 1F (70235.090000 sec): 3 clusters
  Score: Raw -3428602.170229 + Penalty 3427.782876 = -3425174.387353
  nChanged 1638
		SP:Iteration 2Q (70235.520000 sec): 3 clusters
  Score: Raw -3429188.653843 + Penalty 3427.782876 = -3425760.870968
  nChanged 1767
		SP:Iteration 3Q (70235.960000 sec): 3 clusters
  Score: Raw -3429931.792473 + Penalty 3427.782876 = -3426504.009597
  nChanged 1996
		SP:Iteration 4F (70236.370000 sec): 3 clusters
  Score: Raw -3430940.879207 + Penalty 3427.782876 = -3427513.096332
  nChanged 2331
		SP:Iteration 5F (70236.780000 sec): 3 clusters
  Score: Raw -3432352.534541 + Penalty 3427.782876 = -3428924.751666
  nChanged 2660
		SP:Iteration 6F (70237.200000 sec): 3 clusters
  Score: Raw -3434275.384906 + Penalty 3427.782876 = -3430847.602030
  nChanged 2816
		SP:Iteration 7F (70237.630000 sec): 3 clusters
  Score: Raw -3436641.880073 + Penalty 3427.782876 = -3433214.097198
  nChanged 2618
		SP:Iteration 8F (70238.060000 sec): 3 clusters
  Score: Raw -3439042.376283 + Penalty 3427.782876 = -3435614.593408
  nChanged 1898
		SP:Iteration 9Q (70238.490000 sec): 3 clusters
  Score: Raw -3440816.315229 + Penalty 3427.782876 = -3437388.532353
  nChanged 1062
		SP:Iteration 10Q (70238.920000 sec): 3 clusters
  Score: Raw -3441765.961069 + Penalty 3427.782876 = -3438338.178194
  nChanged 526
		SP:Iteration 11Q (70239.330000 sec): 3 clusters
  Score: Raw -3442234.290647 + Penalty 3427.782876 = -3438806.507771
  nChanged 233
		SP:Iteration 12Q (70239.740000 sec): 3 clusters
  Score: Raw -3442432.053960 + Penalty 3427.782876 = -3439004.271084
  nChanged 108
		SP:Iteration 13Q (70240.090000 sec): 3 clusters
  Score: Raw -3442522.313546 + Penalty 3427.782876 = -3439094.530670
  nChanged 60
		SP:Iteration 14Q (70240.460000 sec): 3 clusters
  Score: Raw -3442569.571141 + Penalty 3427.782876 = -3439141.788265
  nChanged 34
		SP:Iteration 15Q (70240.800000 sec): 3 clusters
  Score: Raw -3442594.667352 + Penalty 3427.782876 = -3439166.884477
  nChanged 21
		SP:Iteration 16Q (70241.170000 sec): 3 clusters
  Score: Raw -3442608.748972 + Penalty 3427.782876 = -3439180.966097
  nChanged 13
		SP:Iteration 17Q (70241.510000 sec): 3 clusters
  Score: Raw -3442619.378052 + Penalty 3427.782876 = -3439191.595176
  nChanged 14
		SP:Iteration 18Q (70241.900000 sec): 3 clusters
  Score: Raw -3442632.303157 + Penalty 3427.782876 = -3439204.520282
  nChanged 12
		SP:Iteration 19Q (70242.280000 sec): 3 clusters
  Score: Raw -3442643.988539 + Penalty 3427.782876 = -3439216.205664
  nChanged 10
		SP:Iteration 20F (70242.660000 sec): 3 clusters
  Score: Raw -3442651.505347 + Penalty 3427.782876 = -3439223.722471
  nChanged 7
		SP:Iteration 21Q (70243.030000 sec): 3 clusters
  Score: Raw -3442656.183849 + Penalty 3427.782876 = -3439228.400974
  nChanged 3
		SP:Iteration 22Q (70243.370000 sec): 3 clusters
  Score: Raw -3442657.687364 + Penalty 3427.782876 = -3439229.904488
  nChanged 3
		SP:Iteration 23Q (70243.760000 sec): 3 clusters
  Score: Raw -3442659.296230 + Penalty 3427.782876 = -3439231.513354
  nChanged 2
		SP:Iteration 24Q (70244.100000 sec): 3 clusters
  Score: Raw -3442660.448417 + Penalty 3427.782876 = -3439232.665541
  nChanged 1
		SP:Iteration 25Q (70244.470000 sec): 3 clusters
  Score: Raw -3442660.779712 + Penalty 3427.782876 = -3439232.996836
  nChanged 1
		SP:Iteration 26Q (70244.810000 sec): 3 clusters
  Score: Raw -3442661.371708 + Penalty 3427.782876 = -3439233.588832
  nChanged 0
		SP:Iteration 27F (70245.240000 sec): 3 clusters
  Score: Raw -3442661.371708 + Penalty 3427.782876 = -3439233.588832
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 49 (1727 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (70245.300000 sec): 2 clusters
  Score: Raw -129136.095942 + Penalty 1211.297925 = -127924.798017
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (70245.340000 sec): 3 clusters
  Score: Raw -128431.187504 + Penalty 2422.595850 = -126008.591654
  nChanged 635
		SP:Iteration 1F (70245.380000 sec): 3 clusters
  Score: Raw -128939.559763 + Penalty 2422.595850 = -126516.963913
  nChanged 150
		SP:Iteration 2F (70245.420000 sec): 3 clusters
  Score: Raw -129156.223473 + Penalty 2422.595850 = -126733.627623
  nChanged 123
		SP:Iteration 3F (70245.460000 sec): 3 clusters
  Score: Raw -129332.487512 + Penalty 2422.595850 = -126909.891662
  nChanged 115
		SP:Iteration 4F (70245.490000 sec): 3 clusters
  Score: Raw -129516.162052 + Penalty 2422.595850 = -127093.566201
  nChanged 98
		SP:Iteration 5F (70245.520000 sec): 3 clusters
  Score: Raw -129639.413474 + Penalty 2422.595850 = -127216.817624
  nChanged 68
		SP:Iteration 6Q (70245.550000 sec): 3 clusters
  Score: Raw -129736.926405 + Penalty 2422.595850 = -127314.330555
  nChanged 62
		SP:Iteration 7Q (70245.580000 sec): 3 clusters
  Score: Raw -129818.736508 + Penalty 2422.595850 = -127396.140657
  nChanged 51
		SP:Iteration 8Q (70245.620000 sec): 3 clusters
  Score: Raw -129869.287127 + Penalty 2422.595850 = -127446.691276
  nChanged 35
		SP:Iteration 9Q (70245.650000 sec): 3 clusters
  Score: Raw -129892.929632 + Penalty 2422.595850 = -127470.333781
  nChanged 24
		SP:Iteration 10Q (70245.680000 sec): 3 clusters
  Score: Raw -129914.352994 + Penalty 2422.595850 = -127491.757144
  nChanged 27
		SP:Iteration 11Q (70245.710000 sec): 3 clusters
  Score: Raw -129934.274321 + Penalty 2422.595850 = -127511.678471
  nChanged 23
		SP:Iteration 12Q (70245.740000 sec): 3 clusters
  Score: Raw -129950.752302 + Penalty 2422.595850 = -127528.156452
  nChanged 20
		SP:Iteration 13Q (70245.780000 sec): 3 clusters
  Score: Raw -129971.164406 + Penalty 2422.595850 = -127548.568556
  nChanged 12
		SP:Iteration 14Q (70245.810000 sec): 3 clusters
  Score: Raw -129981.153542 + Penalty 2422.595850 = -127558.557691
  nChanged 13
		SP:Iteration 15Q (70245.840000 sec): 3 clusters
  Score: Raw -129991.176415 + Penalty 2422.595850 = -127568.580565
  nChanged 16
		SP:Iteration 16Q (70245.870000 sec): 3 clusters
  Score: Raw -129998.273701 + Penalty 2422.595850 = -127575.677851
  nChanged 8
		SP:Iteration 17Q (70245.900000 sec): 3 clusters
  Score: Raw -130002.620475 + Penalty 2422.595850 = -127580.024624
  nChanged 1
		SP:Iteration 18Q (70245.940000 sec): 3 clusters
  Score: Raw -130003.524040 + Penalty 2422.595850 = -127580.928190
  nChanged 0
		SP:Iteration 19F (70245.970000 sec): 3 clusters
  Score: Raw -130003.524040 + Penalty 2422.595850 = -127580.928190
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 50 (2789 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (70246.040000 sec): 2 clusters
  Score: Raw -221856.878006 + Penalty 1289.183738 = -220567.694268
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (70246.090000 sec): 3 clusters
  Score: Raw -220558.537767 + Penalty 2578.367476 = -217980.170291
  nChanged 1041
		SP:Iteration 1F (70246.140000 sec): 3 clusters
  Score: Raw -221316.253487 + Penalty 2578.367476 = -218737.886011
  nChanged 300
		SP:Iteration 2F (70246.200000 sec): 3 clusters
  Score: Raw -221626.630191 + Penalty 2578.367476 = -219048.262715
  nChanged 264
		SP:Iteration 3F (70246.250000 sec): 3 clusters
  Score: Raw -221944.954365 + Penalty 2578.367476 = -219366.586889
  nChanged 215
		SP:Iteration 4F (70246.300000 sec): 3 clusters
  Score: Raw -222252.447258 + Penalty 2578.367476 = -219674.079782
  nChanged 184
		SP:Iteration 5F (70246.350000 sec): 3 clusters
  Score: Raw -222496.595408 + Penalty 2578.367476 = -219918.227932
  nChanged 144
		SP:Iteration 6F (70246.400000 sec): 3 clusters
  Score: Raw -222645.787477 + Penalty 2578.367476 = -220067.420001
  nChanged 95
		SP:Iteration 7Q (70246.460000 sec): 3 clusters
  Score: Raw -222742.388428 + Penalty 2578.367476 = -220164.020952
  nChanged 67
		SP:Iteration 8Q (70246.510000 sec): 3 clusters
  Score: Raw -222815.495743 + Penalty 2578.367476 = -220237.128267
  nChanged 62
		SP:Iteration 9Q (70246.560000 sec): 3 clusters
  Score: Raw -222893.885714 + Penalty 2578.367476 = -220315.518238
  nChanged 46
		SP:Iteration 10Q (70246.610000 sec): 3 clusters
  Score: Raw -222940.883132 + Penalty 2578.367476 = -220362.515656
  nChanged 33
		SP:Iteration 11Q (70246.660000 sec): 3 clusters
  Score: Raw -222967.255138 + Penalty 2578.367476 = -220388.887663
  nChanged 18
		SP:Iteration 12Q (70246.710000 sec): 3 clusters
  Score: Raw -222977.075263 + Penalty 2578.367476 = -220398.707787
  nChanged 12
		SP:Iteration 13Q (70246.760000 sec): 3 clusters
  Score: Raw -222985.395576 + Penalty 2578.367476 = -220407.028100
  nChanged 9
		SP:Iteration 14Q (70246.820000 sec): 3 clusters
  Score: Raw -222989.718940 + Penalty 2578.367476 = -220411.351464
  nChanged 3
		SP:Iteration 15Q (70246.870000 sec): 3 clusters
  Score: Raw -222991.698314 + Penalty 2578.367476 = -220413.330838
  nChanged 4
		SP:Iteration 16Q (70246.920000 sec): 3 clusters
  Score: Raw -222993.317415 + Penalty 2578.367476 = -220414.949939
  nChanged 2
		SP:Iteration 17Q (70246.970000 sec): 3 clusters
  Score: Raw -222994.069835 + Penalty 2578.367476 = -220415.702359
  nChanged 1
		SP:Iteration 18Q (70247.020000 sec): 3 clusters
  Score: Raw -222994.282584 + Penalty 2578.367476 = -220415.915108
  nChanged 0
		SP:Iteration 19F (70247.070000 sec): 3 clusters
  Score: Raw -222994.282584 + Penalty 2578.367476 = -220415.915108
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 51 (3708 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (70247.140000 sec): 2 clusters
  Score: Raw -302010.697778 + Penalty 1335.465288 = -300675.232490
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (70247.220000 sec): 3 clusters
  Score: Raw -300194.028665 + Penalty 2670.930576 = -297523.098089
  nChanged 1439
		SP:Iteration 1F (70247.280000 sec): 3 clusters
  Score: Raw -301094.389574 + Penalty 2670.930576 = -298423.458997
  nChanged 324
		SP:Iteration 2F (70247.350000 sec): 3 clusters
  Score: Raw -301385.364899 + Penalty 2670.930576 = -298714.434323
  nChanged 263
		SP:Iteration 3F (70247.420000 sec): 3 clusters
  Score: Raw -301608.442072 + Penalty 2670.930576 = -298937.511496
  nChanged 221
		SP:Iteration 4F (70247.490000 sec): 3 clusters
  Score: Raw -301781.391285 + Penalty 2670.930576 = -299110.460709
  nChanged 180
		SP:Iteration 5Q (70247.560000 sec): 3 clusters
  Score: Raw -301886.992915 + Penalty 2670.930576 = -299216.062338
  nChanged 104
		SP:Iteration 6Q (70247.630000 sec): 3 clusters
  Score: Raw -301944.095503 + Penalty 2670.930576 = -299273.164927
  nChanged 92
		SP:Iteration 7Q (70247.700000 sec): 3 clusters
  Score: Raw -301992.907670 + Penalty 2670.930576 = -299321.977094
  nChanged 70
		SP:Iteration 8Q (70247.770000 sec): 3 clusters
  Score: Raw -302029.898674 + Penalty 2670.930576 = -299358.968097
  nChanged 76
		SP:Iteration 9Q (70247.840000 sec): 3 clusters
  Score: Raw -302063.621320 + Penalty 2670.930576 = -299392.690744
  nChanged 67
		SP:Iteration 10Q (70247.910000 sec): 3 clusters
  Score: Raw -302091.917391 + Penalty 2670.930576 = -299420.986815
  nChanged 54
		SP:Iteration 11Q (70247.980000 sec): 3 clusters
  Score: Raw -302116.071634 + Penalty 2670.930576 = -299445.141058
  nChanged 54
		SP:Iteration 12Q (70248.050000 sec): 3 clusters
  Score: Raw -302137.601171 + Penalty 2670.930576 = -299466.670595
  nChanged 46
		SP:Iteration 13Q (70248.120000 sec): 3 clusters
  Score: Raw -302156.755499 + Penalty 2670.930576 = -299485.824923
  nChanged 48
		SP:Iteration 14Q (70248.190000 sec): 3 clusters
  Score: Raw -302181.273207 + Penalty 2670.930576 = -299510.342631
  nChanged 43
		SP:Iteration 15Q (70248.260000 sec): 3 clusters
  Score: Raw -302200.361281 + Penalty 2670.930576 = -299529.430705
  nChanged 41
		SP:Iteration 16Q (70248.330000 sec): 3 clusters
  Score: Raw -302215.110455 + Penalty 2670.930576 = -299544.179879
  nChanged 27
		SP:Iteration 17Q (70248.400000 sec): 3 clusters
  Score: Raw -302222.826520 + Penalty 2670.930576 = -299551.895944
  nChanged 13
		SP:Iteration 18Q (70248.470000 sec): 3 clusters
  Score: Raw -302225.497393 + Penalty 2670.930576 = -299554.566816
  nChanged 9
		SP:Iteration 19Q (70248.540000 sec): 3 clusters
  Score: Raw -302228.626535 + Penalty 2670.930576 = -299557.695959
  nChanged 11
		SP:Iteration 20F (70248.610000 sec): 3 clusters
  Score: Raw -302230.835161 + Penalty 2670.930576 = -299559.904585
  nChanged 6
		SP:Iteration 21Q (70248.680000 sec): 3 clusters
  Score: Raw -302232.251268 + Penalty 2670.930576 = -299561.320692
  nChanged 5
		SP:Iteration 22Q (70248.750000 sec): 3 clusters
  Score: Raw -302233.291035 + Penalty 2670.930576 = -299562.360459
  nChanged 2
		SP:Iteration 23Q (70248.820000 sec): 3 clusters
  Score: Raw -302233.990591 + Penalty 2670.930576 = -299563.060015
  nChanged 1
		SP:Iteration 24Q (70248.890000 sec): 3 clusters
  Score: Raw -302234.088781 + Penalty 2670.930576 = -299563.158205
  nChanged 0
		SP:Iteration 25F (70248.960000 sec): 3 clusters
  Score: Raw -302234.088781 + Penalty 2670.930576 = -299563.158205
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 52 (6074 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (70249.040000 sec): 2 clusters
  Score: Raw -566265.691416 + Penalty 1415.663055 = -564850.028361
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (70249.190000 sec): 3 clusters
  Score: Raw -562983.971424 + Penalty 2831.326110 = -560152.645314
  nChanged 2511
		SP:Iteration 1F (70249.300000 sec): 3 clusters
  Score: Raw -564362.385205 + Penalty 2831.326110 = -561531.059095
  nChanged 446
		SP:Iteration 2F (70249.400000 sec): 3 clusters
  Score: Raw -564621.105889 + Penalty 2831.326110 = -561789.779779
  nChanged 358
		SP:Iteration 3F (70249.500000 sec): 3 clusters
  Score: Raw -564810.964001 + Penalty 2831.326110 = -561979.637891
  nChanged 302
		SP:Iteration 4Q (70249.610000 sec): 3 clusters
  Score: Raw -564985.832758 + Penalty 2831.326110 = -562154.506648
  nChanged 282
		SP:Iteration 5Q (70249.710000 sec): 3 clusters
  Score: Raw -565150.536809 + Penalty 2831.326110 = -562319.210699
  nChanged 266
		SP:Iteration 6Q (70249.820000 sec): 3 clusters
  Score: Raw -565324.606932 + Penalty 2831.326110 = -562493.280823
  nChanged 268
		SP:Iteration 7Q (70249.920000 sec): 3 clusters
  Score: Raw -565503.040578 + Penalty 2831.326110 = -562671.714469
  nChanged 232
		SP:Iteration 8Q (70250.030000 sec): 3 clusters
  Score: Raw -565646.108800 + Penalty 2831.326110 = -562814.782690
  nChanged 184
		SP:Iteration 9Q (70250.130000 sec): 3 clusters
  Score: Raw -565757.233571 + Penalty 2831.326110 = -562925.907461
  nChanged 144
		SP:Iteration 10Q (70250.240000 sec): 3 clusters
  Score: Raw -565843.170514 + Penalty 2831.326110 = -563011.844404
  nChanged 126
		SP:Iteration 11Q (70250.340000 sec): 3 clusters
  Score: Raw -565924.347468 + Penalty 2831.326110 = -563093.021358
  nChanged 117
		SP:Iteration 12Q (70250.440000 sec): 3 clusters
  Score: Raw -566001.511484 + Penalty 2831.326110 = -563170.185374
  nChanged 119
		SP:Iteration 13Q (70250.550000 sec): 3 clusters
  Score: Raw -566086.273246 + Penalty 2831.326110 = -563254.947136
  nChanged 106
		SP:Iteration 14Q (70250.650000 sec): 3 clusters
  Score: Raw -566159.272582 + Penalty 2831.326110 = -563327.946473
  nChanged 97
		SP:Iteration 15Q (70250.750000 sec): 3 clusters
  Score: Raw -566236.809400 + Penalty 2831.326110 = -563405.483290
  nChanged 91
		SP:Iteration 16Q (70250.850000 sec): 3 clusters
  Score: Raw -566312.256462 + Penalty 2831.326110 = -563480.930352
  nChanged 76
		SP:Iteration 17Q (70250.950000 sec): 3 clusters
  Score: Raw -566377.893150 + Penalty 2831.326110 = -563546.567040
  nChanged 45
		SP:Iteration 18Q (70251.050000 sec): 3 clusters
  Score: Raw -566408.110871 + Penalty 2831.326110 = -563576.784761
  nChanged 37
		SP:Iteration 19Q (70251.150000 sec): 3 clusters
  Score: Raw -566435.160752 + Penalty 2831.326110 = -563603.834642
  nChanged 33
		SP:Iteration 20F (70251.250000 sec): 3 clusters
  Score: Raw -566457.001749 + Penalty 2831.326110 = -563625.675639
  nChanged 35
		SP:Iteration 21Q (70251.350000 sec): 3 clusters
  Score: Raw -566482.019320 + Penalty 2831.326110 = -563650.693210
  nChanged 32
		SP:Iteration 22Q (70251.450000 sec): 3 clusters
  Score: Raw -566499.505578 + Penalty 2831.326110 = -563668.179468
  nChanged 15
		SP:Iteration 23Q (70251.540000 sec): 3 clusters
  Score: Raw -566506.327165 + Penalty 2831.326110 = -563675.001055
  nChanged 15
		SP:Iteration 24Q (70251.640000 sec): 3 clusters
  Score: Raw -566515.130088 + Penalty 2831.326110 = -563683.803978
  nChanged 12
		SP:Iteration 25Q (70251.740000 sec): 3 clusters
  Score: Raw -566520.763622 + Penalty 2831.326110 = -563689.437512
  nChanged 7
		SP:Iteration 26Q (70251.840000 sec): 3 clusters
  Score: Raw -566525.078605 + Penalty 2831.326110 = -563693.752495
  nChanged 5
		SP:Iteration 27Q (70251.930000 sec): 3 clusters
  Score: Raw -566527.439777 + Penalty 2831.326110 = -563696.113667
  nChanged 7
		SP:Iteration 28Q (70252.030000 sec): 3 clusters
  Score: Raw -566530.335294 + Penalty 2831.326110 = -563699.009184
  nChanged 3
		SP:Iteration 29Q (70252.130000 sec): 3 clusters
  Score: Raw -566531.336096 + Penalty 2831.326110 = -563700.009986
  nChanged 2
		SP:Iteration 30Q (70252.230000 sec): 3 clusters
  Score: Raw -566532.384452 + Penalty 2831.326110 = -563701.058342
  nChanged 2
		SP:Iteration 31Q (70252.320000 sec): 3 clusters
  Score: Raw -566532.913280 + Penalty 2831.326110 = -563701.587170
  nChanged 1
		SP:Iteration 32Q (70252.420000 sec): 3 clusters
  Score: Raw -566532.971320 + Penalty 2831.326110 = -563701.645210
  nChanged 0
		SP:Iteration 33F (70252.520000 sec): 3 clusters
  Score: Raw -566532.971320 + Penalty 2831.326110 = -563701.645210
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 53 (14401 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (70252.680000 sec): 2 clusters
  Score: Raw -1420019.258622 + Penalty 1555.946101 = -1418463.312522
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (70252.900000 sec): 3 clusters
  Score: Raw -1411558.762636 + Penalty 3111.892201 = -1408446.870435
  nChanged 6379
		SP:Iteration 1F (70253.100000 sec): 3 clusters
  Score: Raw -1415002.117961 + Penalty 3111.892201 = -1411890.225760
  nChanged 711
		SP:Iteration 2Q (70253.320000 sec): 3 clusters
  Score: Raw -1415236.159605 + Penalty 3111.892201 = -1412124.267403
  nChanged 577
		SP:Iteration 3Q (70253.540000 sec): 3 clusters
  Score: Raw -1415428.518176 + Penalty 3111.892201 = -1412316.625974
  nChanged 515
		SP:Iteration 4Q (70253.730000 sec): 3 clusters
  Score: Raw -1415580.274713 + Penalty 3111.892201 = -1412468.382512
  nChanged 428
		SP:Iteration 5Q (70253.940000 sec): 3 clusters
  Score: Raw -1415705.229395 + Penalty 3111.892201 = -1412593.337194
  nChanged 412
		SP:Iteration 6Q (70254.140000 sec): 3 clusters
  Score: Raw -1415825.872681 + Penalty 3111.892201 = -1412713.980480
  nChanged 372
		SP:Iteration 7Q (70254.340000 sec): 3 clusters
  Score: Raw -1415932.329016 + Penalty 3111.892201 = -1412820.436814
  nChanged 372
		SP:Iteration 8Q (70254.540000 sec): 3 clusters
  Score: Raw -1416051.523356 + Penalty 3111.892201 = -1412939.631155
  nChanged 391
		SP:Iteration 9Q (70254.750000 sec): 3 clusters
  Score: Raw -1416215.564175 + Penalty 3111.892201 = -1413103.671973
  nChanged 484
		SP:Iteration 10Q (70254.950000 sec): 3 clusters
  Score: Raw -1416463.556275 + Penalty 3111.892201 = -1413351.664073
  nChanged 557
		SP:Iteration 11Q (70255.160000 sec): 3 clusters
  Score: Raw -1416791.806044 + Penalty 3111.892201 = -1413679.913843
  nChanged 614
		SP:Iteration 12Q (70255.360000 sec): 3 clusters
  Score: Raw -1417171.990948 + Penalty 3111.892201 = -1414060.098746
  nChanged 637
		SP:Iteration 13Q (70255.560000 sec): 3 clusters
  Score: Raw -1417536.444321 + Penalty 3111.892201 = -1414424.552119
  nChanged 543
		SP:Iteration 14Q (70255.760000 sec): 3 clusters
  Score: Raw -1417754.887828 + Penalty 3111.892201 = -1414642.995627
  nChanged 327
		SP:Iteration 15Q (70255.960000 sec): 3 clusters
  Score: Raw -1417841.898046 + Penalty 3111.892201 = -1414730.005845
  nChanged 177
		SP:Iteration 16Q (70256.160000 sec): 3 clusters
  Score: Raw -1417879.417586 + Penalty 3111.892201 = -1414767.525384
  nChanged 131
		SP:Iteration 17Q (70256.410000 sec): 3 clusters
  Score: Raw -1417903.159582 + Penalty 3111.892201 = -1414791.267380
  nChanged 100
		SP:Iteration 18Q (70256.600000 sec): 3 clusters
  Score: Raw -1417922.507073 + Penalty 3111.892201 = -1414810.614871
  nChanged 94
		SP:Iteration 19Q (70256.800000 sec): 3 clusters
  Score: Raw -1417941.263581 + Penalty 3111.892201 = -1414829.371380
  nChanged 86
		SP:Iteration 20F (70257.000000 sec): 3 clusters
  Score: Raw -1417955.925843 + Penalty 3111.892201 = -1414844.033642
  nChanged 80
		SP:Iteration 21Q (70257.190000 sec): 3 clusters
  Score: Raw -1417972.983270 + Penalty 3111.892201 = -1414861.091069
  nChanged 87
		SP:Iteration 22Q (70257.390000 sec): 3 clusters
  Score: Raw -1417987.688735 + Penalty 3111.892201 = -1414875.796533
  nChanged 70
		SP:Iteration 23Q (70257.640000 sec): 3 clusters
  Score: Raw -1418000.949649 + Penalty 3111.892201 = -1414889.057448
  nChanged 74
		SP:Iteration 24Q (70257.840000 sec): 3 clusters
  Score: Raw -1418014.403379 + Penalty 3111.892201 = -1414902.511178
  nChanged 80
		SP:Iteration 25Q (70258.030000 sec): 3 clusters
  Score: Raw -1418031.223747 + Penalty 3111.892201 = -1414919.331546
  nChanged 79
		SP:Iteration 26Q (70258.230000 sec): 3 clusters
  Score: Raw -1418044.354704 + Penalty 3111.892201 = -1414932.462502
  nChanged 73
		SP:Iteration 27Q (70258.420000 sec): 3 clusters
  Score: Raw -1418057.083271 + Penalty 3111.892201 = -1414945.191069
  nChanged 82
		SP:Iteration 28Q (70258.620000 sec): 3 clusters
  Score: Raw -1418072.099067 + Penalty 3111.892201 = -1414960.206865
  nChanged 76
		SP:Iteration 29Q (70258.870000 sec): 3 clusters
  Score: Raw -1418084.144896 + Penalty 3111.892201 = -1414972.252694
  nChanged 76
		SP:Iteration 30Q (70259.070000 sec): 3 clusters
  Score: Raw -1418096.093695 + Penalty 3111.892201 = -1414984.201493
  nChanged 86
		SP:Iteration 31Q (70259.260000 sec): 3 clusters
  Score: Raw -1418111.983450 + Penalty 3111.892201 = -1415000.091249
  nChanged 88
		SP:Iteration 32Q (70259.460000 sec): 3 clusters
  Score: Raw -1418129.612376 + Penalty 3111.892201 = -1415017.720175
  nChanged 100
		SP:Iteration 33Q (70259.650000 sec): 3 clusters
  Score: Raw -1418151.303779 + Penalty 3111.892201 = -1415039.411577
  nChanged 94
		SP:Iteration 34Q (70259.930000 sec): 3 clusters
  Score: Raw -1418170.451628 + Penalty 3111.892201 = -1415058.559427
  nChanged 92
		SP:Iteration 35Q (70260.110000 sec): 3 clusters
  Score: Raw -1418188.224019 + Penalty 3111.892201 = -1415076.331818
  nChanged 76
		SP:Iteration 36Q (70260.290000 sec): 3 clusters
  Score: Raw -1418202.135654 + Penalty 3111.892201 = -1415090.243453
  nChanged 77
		SP:Iteration 37Q (70260.480000 sec): 3 clusters
  Score: Raw -1418216.823661 + Penalty 3111.892201 = -1415104.931459
  nChanged 88
		SP:Iteration 38Q (70260.670000 sec): 3 clusters
  Score: Raw -1418234.757968 + Penalty 3111.892201 = -1415122.865766
  nChanged 89
		SP:Iteration 39Q (70260.870000 sec): 3 clusters
  Score: Raw -1418251.867181 + Penalty 3111.892201 = -1415139.974979
  nChanged 84
		SP:Iteration 40F (70261.060000 sec): 3 clusters
  Score: Raw -1418268.316891 + Penalty 3111.892201 = -1415156.424689
  nChanged 80
		SP:Iteration 41Q (70261.300000 sec): 3 clusters
  Score: Raw -1418283.656833 + Penalty 3111.892201 = -1415171.764631
  nChanged 71
		SP:Iteration 42Q (70261.500000 sec): 3 clusters
  Score: Raw -1418296.090647 + Penalty 3111.892201 = -1415184.198446
  nChanged 77
		SP:Iteration 43Q (70261.690000 sec): 3 clusters
  Score: Raw -1418308.573821 + Penalty 3111.892201 = -1415196.681620
  nChanged 75
		SP:Iteration 44Q (70261.890000 sec): 3 clusters
  Score: Raw -1418323.361504 + Penalty 3111.892201 = -1415211.469302
  nChanged 82
		SP:Iteration 45Q (70262.070000 sec): 3 clusters
  Score: Raw -1418340.372898 + Penalty 3111.892201 = -1415228.480696
  nChanged 90
		SP:Iteration 46Q (70262.310000 sec): 3 clusters
  Score: Raw -1418360.242304 + Penalty 3111.892201 = -1415248.350102
  nChanged 110
		SP:Iteration 47Q (70262.510000 sec): 3 clusters
  Score: Raw -1418384.086314 + Penalty 3111.892201 = -1415272.194112
  nChanged 108
		SP:Iteration 48Q (70262.690000 sec): 3 clusters
  Score: Raw -1418405.295280 + Penalty 3111.892201 = -1415293.403078
  nChanged 94
		SP:Iteration 49Q (70262.940000 sec): 3 clusters
  Score: Raw -1418424.079832 + Penalty 3111.892201 = -1415312.187631
  nChanged 84
		SP:Iteration 50Q (70263.130000 sec): 3 clusters
  Score: Raw -1418440.767649 + Penalty 3111.892201 = -1415328.875447
  nChanged 80
		SP:Iteration 51Q (70263.320000 sec): 3 clusters
  Score: Raw -1418456.193235 + Penalty 3111.892201 = -1415344.301033
  nChanged 80
		SP:Iteration 52Q (70263.560000 sec): 3 clusters
  Score: Raw -1418472.501972 + Penalty 3111.892201 = -1415360.609770
  nChanged 84
		SP:Iteration 53Q (70263.750000 sec): 3 clusters
  Score: Raw -1418490.464328 + Penalty 3111.892201 = -1415378.572126
  nChanged 85
		SP:Iteration 54Q (70263.940000 sec): 3 clusters
  Score: Raw -1418510.028142 + Penalty 3111.892201 = -1415398.135941
  nChanged 101
		SP:Iteration 55Q (70264.130000 sec): 3 clusters
  Score: Raw -1418537.300404 + Penalty 3111.892201 = -1415425.408202
  nChanged 101
		SP:Iteration 56Q (70264.370000 sec): 3 clusters
  Score: Raw -1418561.627421 + Penalty 3111.892201 = -1415449.735219
  nChanged 91
		SP:Iteration 57Q (70264.550000 sec): 3 clusters
  Score: Raw -1418582.486180 + Penalty 3111.892201 = -1415470.593979
  nChanged 98
		SP:Iteration 58Q (70264.760000 sec): 3 clusters
  Score: Raw -1418609.077928 + Penalty 3111.892201 = -1415497.185726
  nChanged 118
		SP:Iteration 59Q (70264.940000 sec): 3 clusters
  Score: Raw -1418642.369922 + Penalty 3111.892201 = -1415530.477721
  nChanged 131
		SP:Iteration 60F (70265.180000 sec): 3 clusters
  Score: Raw -1418681.050652 + Penalty 3111.892201 = -1415569.158451
  nChanged 130
		SP:Iteration 61Q (70265.370000 sec): 3 clusters
  Score: Raw -1418721.721486 + Penalty 3111.892201 = -1415609.829284
  nChanged 123
		SP:Iteration 62Q (70265.610000 sec): 3 clusters
  Score: Raw -1418759.953390 + Penalty 3111.892201 = -1415648.061189
  nChanged 120
		SP:Iteration 63Q (70265.790000 sec): 3 clusters
  Score: Raw -1418799.773148 + Penalty 3111.892201 = -1415687.880946
  nChanged 141
		SP:Iteration 64Q (70266.030000 sec): 3 clusters
  Score: Raw -1418849.725756 + Penalty 3111.892201 = -1415737.833555
  nChanged 140
		SP:Iteration 65Q (70266.210000 sec): 3 clusters
  Score: Raw -1418899.916559 + Penalty 3111.892201 = -1415788.024358
  nChanged 134
		SP:Iteration 66Q (70266.390000 sec): 3 clusters
  Score: Raw -1418950.447208 + Penalty 3111.892201 = -1415838.555007
  nChanged 138
		SP:Iteration 67Q (70266.620000 sec): 3 clusters
  Score: Raw -1419002.860940 + Penalty 3111.892201 = -1415890.968738
  nChanged 130
		SP:Iteration 68Q (70266.800000 sec): 3 clusters
  Score: Raw -1419054.192676 + Penalty 3111.892201 = -1415942.300475
  nChanged 125
		SP:Iteration 69Q (70267.020000 sec): 3 clusters
  Score: Raw -1419099.878129 + Penalty 3111.892201 = -1415987.985927
  nChanged 114
		SP:Iteration 70Q (70267.260000 sec): 3 clusters
  Score: Raw -1419140.884188 + Penalty 3111.892201 = -1416028.991986
  nChanged 114
		SP:Iteration 71Q (70267.430000 sec): 3 clusters
  Score: Raw -1419183.380046 + Penalty 3111.892201 = -1416071.487845
  nChanged 113
		SP:Iteration 72Q (70267.660000 sec): 3 clusters
  Score: Raw -1419225.987144 + Penalty 3111.892201 = -1416114.094942
  nChanged 120
		SP:Iteration 73Q (70267.880000 sec): 3 clusters
  Score: Raw -1419278.451231 + Penalty 3111.892201 = -1416166.559030
  nChanged 113
		SP:Iteration 74Q (70268.060000 sec): 3 clusters
  Score: Raw -1419327.864346 + Penalty 3111.892201 = -1416215.972144
  nChanged 125
		SP:Iteration 75Q (70268.280000 sec): 3 clusters
  Score: Raw -1419388.080281 + Penalty 3111.892201 = -1416276.188080
  nChanged 131
		SP:Iteration 76Q (70268.510000 sec): 3 clusters
  Score: Raw -1419463.893905 + Penalty 3111.892201 = -1416352.001703
  nChanged 129
		SP:Iteration 77Q (70268.690000 sec): 3 clusters
  Score: Raw -1419539.039030 + Penalty 3111.892201 = -1416427.146829
  nChanged 107
		SP:Iteration 78Q (70268.910000 sec): 3 clusters
  Score: Raw -1419600.052318 + Penalty 3111.892201 = -1416488.160116
  nChanged 120
		SP:Iteration 79Q (70269.140000 sec): 3 clusters
  Score: Raw -1419679.381077 + Penalty 3111.892201 = -1416567.488875
  nChanged 107
		SP:Iteration 80F (70269.340000 sec): 3 clusters
  Score: Raw -1419753.339363 + Penalty 3111.892201 = -1416641.447161
  nChanged 95
		SP:Iteration 81Q (70269.520000 sec): 3 clusters
  Score: Raw -1419819.767535 + Penalty 3111.892201 = -1416707.875333
  nChanged 102
		SP:Iteration 82Q (70269.730000 sec): 3 clusters
  Score: Raw -1419887.420868 + Penalty 3111.892201 = -1416775.528666
  nChanged 83
		SP:Iteration 83Q (70269.950000 sec): 3 clusters
  Score: Raw -1419950.712863 + Penalty 3111.892201 = -1416838.820662
  nChanged 64
		SP:Iteration 84Q (70270.170000 sec): 3 clusters
  Score: Raw -1420007.007394 + Penalty 3111.892201 = -1416895.115192
  nChanged 48
		SP:Iteration 85Q (70270.400000 sec): 3 clusters
  Score: Raw -1420040.507797 + Penalty 3111.892201 = -1416928.615596
  nChanged 43
		SP:Iteration 86Q (70270.580000 sec): 3 clusters
  Score: Raw -1420070.279162 + Penalty 3111.892201 = -1416958.386960
  nChanged 37
		SP:Iteration 87Q (70270.810000 sec): 3 clusters
  Score: Raw -1420101.318171 + Penalty 3111.892201 = -1416989.425970
  nChanged 32
		SP:Iteration 88Q (70270.980000 sec): 3 clusters
  Score: Raw -1420128.651991 + Penalty 3111.892201 = -1417016.759790
  nChanged 27
		SP:Iteration 89Q (70271.200000 sec): 3 clusters
  Score: Raw -1420151.427343 + Penalty 3111.892201 = -1417039.535141
  nChanged 21
		SP:Iteration 90Q (70271.410000 sec): 3 clusters
  Score: Raw -1420167.745604 + Penalty 3111.892201 = -1417055.853402
  nChanged 19
		SP:Iteration 91Q (70271.630000 sec): 3 clusters
  Score: Raw -1420182.407023 + Penalty 3111.892201 = -1417070.514821
  nChanged 11
		SP:Iteration 92Q (70271.830000 sec): 3 clusters
  Score: Raw -1420189.445673 + Penalty 3111.892201 = -1417077.553471
  nChanged 10
		SP:Iteration 93Q (70272.030000 sec): 3 clusters
  Score: Raw -1420198.129239 + Penalty 3111.892201 = -1417086.237037
  nChanged 9
		SP:Iteration 94Q (70272.220000 sec): 3 clusters
  Score: Raw -1420204.901590 + Penalty 3111.892201 = -1417093.009389
  nChanged 8
		SP:Iteration 95Q (70272.420000 sec): 3 clusters
  Score: Raw -1420210.905078 + Penalty 3111.892201 = -1417099.012876
  nChanged 7
		SP:Iteration 96Q (70272.600000 sec): 3 clusters
  Score: Raw -1420219.720625 + Penalty 3111.892201 = -1417107.828423
  nChanged 7
		SP:Iteration 97Q (70272.770000 sec): 3 clusters
  Score: Raw -1420226.614900 + Penalty 3111.892201 = -1417114.722699
  nChanged 6
		SP:Iteration 98Q (70272.980000 sec): 3 clusters
  Score: Raw -1420231.567377 + Penalty 3111.892201 = -1417119.675176
  nChanged 5
		SP:Iteration 99Q (70273.170000 sec): 3 clusters
  Score: Raw -1420237.218154 + Penalty 3111.892201 = -1417125.325953
  nChanged 4
		SP:Iteration 100F (70273.370000 sec): 3 clusters
  Score: Raw -1420240.506507 + Penalty 3111.892201 = -1417128.614306
  nChanged 1
		SP:Iteration 101Q (70273.570000 sec): 3 clusters
  Score: Raw -1420241.124413 + Penalty 3111.892201 = -1417129.232212
  nChanged 2
		SP:Iteration 102Q (70273.750000 sec): 3 clusters
  Score: Raw -1420242.462794 + Penalty 3111.892201 = -1417130.570592
  nChanged 0
		SP:Iteration 103F (70274.000000 sec): 3 clusters
  Score: Raw -1420242.462794 + Penalty 3111.892201 = -1417130.570592
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 54 (14741 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (70274.160000 sec): 2 clusters
  Score: Raw -1278249.577666 + Penalty 1559.738051 = -1276689.839615
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (70274.400000 sec): 3 clusters
  Score: Raw -1269494.184924 + Penalty 3119.476102 = -1266374.708822
  nChanged 6648
		SP:Iteration 1F (70274.650000 sec): 3 clusters
  Score: Raw -1273331.702785 + Penalty 3119.476102 = -1270212.226683
  nChanged 1013
		SP:Iteration 2F (70274.850000 sec): 3 clusters
  Score: Raw -1273884.000139 + Penalty 3119.476102 = -1270764.524037
  nChanged 942
		SP:Iteration 3F (70275.040000 sec): 3 clusters
  Score: Raw -1274427.520245 + Penalty 3119.476102 = -1271308.044143
  nChanged 847
		SP:Iteration 4F (70275.240000 sec): 3 clusters
  Score: Raw -1274955.281413 + Penalty 3119.476102 = -1271835.805311
  nChanged 824
		SP:Iteration 5F (70275.430000 sec): 3 clusters
  Score: Raw -1275509.648945 + Penalty 3119.476102 = -1272390.172843
  nChanged 820
		SP:Iteration 6F (70275.630000 sec): 3 clusters
  Score: Raw -1276074.574459 + Penalty 3119.476102 = -1272955.098357
  nChanged 741
		SP:Iteration 7F (70275.820000 sec): 3 clusters
  Score: Raw -1276583.856178 + Penalty 3119.476102 = -1273464.380076
  nChanged 669
		SP:Iteration 8Q (70276.070000 sec): 3 clusters
  Score: Raw -1277061.371728 + Penalty 3119.476102 = -1273941.895626
  nChanged 570
		SP:Iteration 9Q (70276.270000 sec): 3 clusters
  Score: Raw -1277494.318968 + Penalty 3119.476102 = -1274374.842866
  nChanged 460
		SP:Iteration 10Q (70276.460000 sec): 3 clusters
  Score: Raw -1277852.893739 + Penalty 3119.476102 = -1274733.417637
  nChanged 332
		SP:Iteration 11Q (70276.660000 sec): 3 clusters
  Score: Raw -1278094.429479 + Penalty 3119.476102 = -1274974.953377
  nChanged 215
		SP:Iteration 12Q (70276.840000 sec): 3 clusters
  Score: Raw -1278223.684062 + Penalty 3119.476102 = -1275104.207960
  nChanged 157
		SP:Iteration 13Q (70277.030000 sec): 3 clusters
  Score: Raw -1278316.550006 + Penalty 3119.476102 = -1275197.073904
  nChanged 108
		SP:Iteration 14Q (70277.270000 sec): 3 clusters
  Score: Raw -1278375.072692 + Penalty 3119.476102 = -1275255.596590
  nChanged 92
		SP:Iteration 15Q (70277.460000 sec): 3 clusters
  Score: Raw -1278424.747996 + Penalty 3119.476102 = -1275305.271894
  nChanged 66
		SP:Iteration 16Q (70277.640000 sec): 3 clusters
  Score: Raw -1278462.623757 + Penalty 3119.476102 = -1275343.147655
  nChanged 52
		SP:Iteration 17Q (70277.880000 sec): 3 clusters
  Score: Raw -1278492.781126 + Penalty 3119.476102 = -1275373.305024
  nChanged 54
		SP:Iteration 18Q (70278.070000 sec): 3 clusters
  Score: Raw -1278521.811454 + Penalty 3119.476102 = -1275402.335352
  nChanged 46
		SP:Iteration 19Q (70278.250000 sec): 3 clusters
  Score: Raw -1278543.006807 + Penalty 3119.476102 = -1275423.530705
  nChanged 31
		SP:Iteration 20F (70278.500000 sec): 3 clusters
  Score: Raw -1278561.770538 + Penalty 3119.476102 = -1275442.294436
  nChanged 33
		SP:Iteration 21Q (70278.690000 sec): 3 clusters
  Score: Raw -1278581.480182 + Penalty 3119.476102 = -1275462.004081
  nChanged 27
		SP:Iteration 22Q (70278.880000 sec): 3 clusters
  Score: Raw -1278591.920389 + Penalty 3119.476102 = -1275472.444287
  nChanged 13
		SP:Iteration 23Q (70279.120000 sec): 3 clusters
  Score: Raw -1278596.918587 + Penalty 3119.476102 = -1275477.442485
  nChanged 12
		SP:Iteration 24Q (70279.300000 sec): 3 clusters
  Score: Raw -1278602.125107 + Penalty 3119.476102 = -1275482.649005
  nChanged 9
		SP:Iteration 25Q (70279.490000 sec): 3 clusters
  Score: Raw -1278608.295684 + Penalty 3119.476102 = -1275488.819582
  nChanged 14
		SP:Iteration 26Q (70279.680000 sec): 3 clusters
  Score: Raw -1278616.830501 + Penalty 3119.476102 = -1275497.354399
  nChanged 12
		SP:Iteration 27Q (70279.920000 sec): 3 clusters
  Score: Raw -1278621.989374 + Penalty 3119.476102 = -1275502.513272
  nChanged 9
		SP:Iteration 28Q (70280.100000 sec): 3 clusters
  Score: Raw -1278626.403508 + Penalty 3119.476102 = -1275506.927406
  nChanged 8
		SP:Iteration 29Q (70280.340000 sec): 3 clusters
  Score: Raw -1278629.237116 + Penalty 3119.476102 = -1275509.761014
  nChanged 4
		SP:Iteration 30Q (70280.530000 sec): 3 clusters
  Score: Raw -1278630.489968 + Penalty 3119.476102 = -1275511.013866
  nChanged 4
		SP:Iteration 31Q (70280.720000 sec): 3 clusters
  Score: Raw -1278632.107301 + Penalty 3119.476102 = -1275512.631199
  nChanged 6
		SP:Iteration 32Q (70280.900000 sec): 3 clusters
  Score: Raw -1278633.963695 + Penalty 3119.476102 = -1275514.487593
  nChanged 2
		SP:Iteration 33Q (70281.140000 sec): 3 clusters
  Score: Raw -1278634.587504 + Penalty 3119.476102 = -1275515.111402
  nChanged 2
		SP:Iteration 34Q (70281.330000 sec): 3 clusters
  Score: Raw -1278635.294831 + Penalty 3119.476102 = -1275515.818729
  nChanged 1
		SP:Iteration 35Q (70281.520000 sec): 3 clusters
  Score: Raw -1278635.530397 + Penalty 3119.476102 = -1275516.054295
  nChanged 0
		SP:Iteration 36F (70281.770000 sec): 3 clusters
  Score: Raw -1278635.530397 + Penalty 3119.476102 = -1275516.054295
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 55 (1474 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (70281.830000 sec): 2 clusters
  Score: Raw -116892.148536 + Penalty 1185.556949 = -115706.591587
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (70281.860000 sec): 3 clusters
  Score: Raw -116321.765437 + Penalty 2371.113899 = -113950.651538
  nChanged 490
		SP:Iteration 1F (70281.890000 sec): 3 clusters
  Score: Raw -116757.624545 + Penalty 2371.113899 = -114386.510647
  nChanged 130
		SP:Iteration 2F (70281.920000 sec): 3 clusters
  Score: Raw -116891.227309 + Penalty 2371.113899 = -114520.113411
  nChanged 86
		SP:Iteration 3F (70281.950000 sec): 3 clusters
  Score: Raw -116998.423054 + Penalty 2371.113899 = -114627.309155
  nChanged 73
		SP:Iteration 4Q (70281.980000 sec): 3 clusters
  Score: Raw -117103.087221 + Penalty 2371.113899 = -114731.973322
  nChanged 69
		SP:Iteration 5Q (70282.010000 sec): 3 clusters
  Score: Raw -117209.044780 + Penalty 2371.113899 = -114837.930882
  nChanged 67
		SP:Iteration 6Q (70282.040000 sec): 3 clusters
  Score: Raw -117311.877948 + Penalty 2371.113899 = -114940.764049
  nChanged 74
		SP:Iteration 7F (70282.060000 sec): 3 clusters
  Score: Raw -117436.534781 + Penalty 2371.113899 = -115065.420882
  nChanged 74
		SP:Iteration 8F (70282.090000 sec): 3 clusters
  Score: Raw -117550.966248 + Penalty 2371.113899 = -115179.852349
  nChanged 53
		SP:Iteration 9Q (70282.120000 sec): 3 clusters
  Score: Raw -117646.613268 + Penalty 2371.113899 = -115275.499370
  nChanged 46
		SP:Iteration 10Q (70282.150000 sec): 3 clusters
  Score: Raw -117723.484198 + Penalty 2371.113899 = -115352.370299
  nChanged 41
		SP:Iteration 11Q (70282.180000 sec): 3 clusters
  Score: Raw -117783.109646 + Penalty 2371.113899 = -115411.995748
  nChanged 31
		SP:Iteration 12Q (70282.200000 sec): 3 clusters
  Score: Raw -117821.548583 + Penalty 2371.113899 = -115450.434685
  nChanged 26
		SP:Iteration 13Q (70282.230000 sec): 3 clusters
  Score: Raw -117856.442953 + Penalty 2371.113899 = -115485.329055
  nChanged 13
		SP:Iteration 14Q (70282.260000 sec): 3 clusters
  Score: Raw -117869.483715 + Penalty 2371.113899 = -115498.369816
  nChanged 15
		SP:Iteration 15Q (70282.280000 sec): 3 clusters
  Score: Raw -117887.784630 + Penalty 2371.113899 = -115516.670731
  nChanged 10
		SP:Iteration 16Q (70282.310000 sec): 3 clusters
  Score: Raw -117898.277761 + Penalty 2371.113899 = -115527.163862
  nChanged 7
		SP:Iteration 17Q (70282.340000 sec): 3 clusters
  Score: Raw -117904.264696 + Penalty 2371.113899 = -115533.150797
  nChanged 3
		SP:Iteration 18Q (70282.360000 sec): 3 clusters
  Score: Raw -117906.763458 + Penalty 2371.113899 = -115535.649559
  nChanged 4
		SP:Iteration 19Q (70282.390000 sec): 3 clusters
  Score: Raw -117908.181573 + Penalty 2371.113899 = -115537.067674
  nChanged 0
		SP:Iteration 20F (70282.420000 sec): 3 clusters
  Score: Raw -117908.181573 + Penalty 2371.113899 = -115537.067674
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 56 (1550 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (70282.480000 sec): 2 clusters
  Score: Raw -109857.948941 + Penalty 1193.726659 = -108664.222282
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (70282.510000 sec): 3 clusters
  Score: Raw -109285.463548 + Penalty 2387.453318 = -106898.010230
  nChanged 510
		SP:Iteration 1F (70282.540000 sec): 3 clusters
  Score: Raw -109825.850598 + Penalty 2387.453318 = -107438.397280
  nChanged 180
		SP:Iteration 2F (70282.570000 sec): 3 clusters
  Score: Raw -110124.742203 + Penalty 2387.453318 = -107737.288885
  nChanged 127
		SP:Iteration 3F (70282.600000 sec): 3 clusters
  Score: Raw -110355.312526 + Penalty 2387.453318 = -107967.859208
  nChanged 96
		SP:Iteration 4F (70282.630000 sec): 3 clusters
  Score: Raw -110518.723326 + Penalty 2387.453318 = -108131.270008
  nChanged 78
		SP:Iteration 5F (70282.660000 sec): 3 clusters
  Score: Raw -110627.368148 + Penalty 2387.453318 = -108239.914829
  nChanged 49
		SP:Iteration 6Q (70282.690000 sec): 3 clusters
  Score: Raw -110683.175420 + Penalty 2387.453318 = -108295.722102
  nChanged 33
		SP:Iteration 7Q (70282.720000 sec): 3 clusters
  Score: Raw -110720.223968 + Penalty 2387.453318 = -108332.770649
  nChanged 22
		SP:Iteration 8Q (70282.750000 sec): 3 clusters
  Score: Raw -110745.597495 + Penalty 2387.453318 = -108358.144176
  nChanged 20
		SP:Iteration 9Q (70282.780000 sec): 3 clusters
  Score: Raw -110768.865774 + Penalty 2387.453318 = -108381.412456
  nChanged 16
		SP:Iteration 10Q (70282.810000 sec): 3 clusters
  Score: Raw -110792.962287 + Penalty 2387.453318 = -108405.508969
  nChanged 16
		SP:Iteration 11Q (70282.840000 sec): 3 clusters
  Score: Raw -110812.477633 + Penalty 2387.453318 = -108425.024315
  nChanged 8
		SP:Iteration 12Q (70282.870000 sec): 3 clusters
  Score: Raw -110818.939253 + Penalty 2387.453318 = -108431.485935
  nChanged 3
		SP:Iteration 13Q (70282.900000 sec): 3 clusters
  Score: Raw -110821.865266 + Penalty 2387.453318 = -108434.411948
  nChanged 9
		SP:Iteration 14Q (70282.930000 sec): 3 clusters
  Score: Raw -110829.400108 + Penalty 2387.453318 = -108441.946790
  nChanged 6
		SP:Iteration 15Q (70282.960000 sec): 3 clusters
  Score: Raw -110832.779473 + Penalty 2387.453318 = -108445.326155
  nChanged 4
		SP:Iteration 16Q (70282.990000 sec): 3 clusters
  Score: Raw -110835.976948 + Penalty 2387.453318 = -108448.523629
  nChanged 5
		SP:Iteration 17Q (70283.020000 sec): 3 clusters
  Score: Raw -110838.655971 + Penalty 2387.453318 = -108451.202653
  nChanged 4
		SP:Iteration 18Q (70283.050000 sec): 3 clusters
  Score: Raw -110840.314633 + Penalty 2387.453318 = -108452.861315
  nChanged 3
		SP:Iteration 19Q (70283.080000 sec): 3 clusters
  Score: Raw -110842.864062 + Penalty 2387.453318 = -108455.410744
  nChanged 1
		SP:Iteration 20F (70283.110000 sec): 3 clusters
  Score: Raw -110844.041172 + Penalty 2387.453318 = -108456.587853
  nChanged 2
		SP:Iteration 21Q (70283.140000 sec): 3 clusters
  Score: Raw -110845.121627 + Penalty 2387.453318 = -108457.668309
  nChanged 1
		SP:Iteration 22Q (70283.170000 sec): 3 clusters
  Score: Raw -110845.569532 + Penalty 2387.453318 = -108458.116214
  nChanged 0
		SP:Iteration 23F (70283.200000 sec): 3 clusters
  Score: Raw -110845.569532 + Penalty 2387.453318 = -108458.116214
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 57 (8103 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (70283.300000 sec): 2 clusters
  Score: Raw -686846.885644 + Penalty 1462.498317 = -685384.387327
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (70283.460000 sec): 3 clusters
  Score: Raw -682339.321948 + Penalty 2924.996634 = -679414.325314
  nChanged 3507
		SP:Iteration 1F (70283.580000 sec): 3 clusters
  Score: Raw -684233.370727 + Penalty 2924.996634 = -681308.374093
  nChanged 571
		SP:Iteration 2F (70283.700000 sec): 3 clusters
  Score: Raw -684522.776602 + Penalty 2924.996634 = -681597.779968
  nChanged 505
		SP:Iteration 3F (70283.830000 sec): 3 clusters
  Score: Raw -684818.042550 + Penalty 2924.996634 = -681893.045917
  nChanged 451
		SP:Iteration 4F (70283.960000 sec): 3 clusters
  Score: Raw -685116.187321 + Penalty 2924.996634 = -682191.190687
  nChanged 490
		SP:Iteration 5F (70284.090000 sec): 3 clusters
  Score: Raw -685425.399895 + Penalty 2924.996634 = -682500.403261
  nChanged 452
		SP:Iteration 6F (70284.220000 sec): 3 clusters
  Score: Raw -685712.281451 + Penalty 2924.996634 = -682787.284817
  nChanged 426
		SP:Iteration 7F (70284.340000 sec): 3 clusters
  Score: Raw -685951.927823 + Penalty 2924.996634 = -683026.931189
  nChanged 347
		SP:Iteration 8Q (70284.480000 sec): 3 clusters
  Score: Raw -686139.173493 + Penalty 2924.996634 = -683214.176859
  nChanged 308
		SP:Iteration 9Q (70284.610000 sec): 3 clusters
  Score: Raw -686287.974515 + Penalty 2924.996634 = -683362.977881
  nChanged 253
		SP:Iteration 10Q (70284.740000 sec): 3 clusters
  Score: Raw -686392.518951 + Penalty 2924.996634 = -683467.522317
  nChanged 202
		SP:Iteration 11Q (70284.870000 sec): 3 clusters
  Score: Raw -686460.047847 + Penalty 2924.996634 = -683535.051213
  nChanged 157
		SP:Iteration 12Q (70284.990000 sec): 3 clusters
  Score: Raw -686511.992838 + Penalty 2924.996634 = -683586.996204
  nChanged 131
		SP:Iteration 13Q (70285.130000 sec): 3 clusters
  Score: Raw -686550.080285 + Penalty 2924.996634 = -683625.083651
  nChanged 103
		SP:Iteration 14Q (70285.260000 sec): 3 clusters
  Score: Raw -686578.471762 + Penalty 2924.996634 = -683653.475128
  nChanged 87
		SP:Iteration 15Q (70285.400000 sec): 3 clusters
  Score: Raw -686600.248199 + Penalty 2924.996634 = -683675.251566
  nChanged 68
		SP:Iteration 16Q (70285.530000 sec): 3 clusters
  Score: Raw -686617.063478 + Penalty 2924.996634 = -683692.066844
  nChanged 49
		SP:Iteration 17Q (70285.670000 sec): 3 clusters
  Score: Raw -686629.889363 + Penalty 2924.996634 = -683704.892730
  nChanged 53
		SP:Iteration 18Q (70285.800000 sec): 3 clusters
  Score: Raw -686641.030324 + Penalty 2924.996634 = -683716.033690
  nChanged 40
		SP:Iteration 19Q (70285.940000 sec): 3 clusters
  Score: Raw -686649.637972 + Penalty 2924.996634 = -683724.641338
  nChanged 33
		SP:Iteration 20F (70286.070000 sec): 3 clusters
  Score: Raw -686655.460429 + Penalty 2924.996634 = -683730.463795
  nChanged 30
		SP:Iteration 21Q (70286.210000 sec): 3 clusters
  Score: Raw -686660.456503 + Penalty 2924.996634 = -683735.459870
  nChanged 30
		SP:Iteration 22Q (70286.340000 sec): 3 clusters
  Score: Raw -686665.626185 + Penalty 2924.996634 = -683740.629551
  nChanged 17
		SP:Iteration 23Q (70286.470000 sec): 3 clusters
  Score: Raw -686669.213106 + Penalty 2924.996634 = -683744.216472
  nChanged 22
		SP:Iteration 24Q (70286.590000 sec): 3 clusters
  Score: Raw -686673.545299 + Penalty 2924.996634 = -683748.548665
  nChanged 25
		SP:Iteration 25Q (70286.720000 sec): 3 clusters
  Score: Raw -686678.150832 + Penalty 2924.996634 = -683753.154198
  nChanged 28
		SP:Iteration 26Q (70286.850000 sec): 3 clusters
  Score: Raw -686683.421399 + Penalty 2924.996634 = -683758.424765
  nChanged 26
		SP:Iteration 27Q (70286.990000 sec): 3 clusters
  Score: Raw -686689.707565 + Penalty 2924.996634 = -683764.710932
  nChanged 25
		SP:Iteration 28Q (70287.120000 sec): 3 clusters
  Score: Raw -686695.619675 + Penalty 2924.996634 = -683770.623041
  nChanged 25
		SP:Iteration 29Q (70287.260000 sec): 3 clusters
  Score: Raw -686700.877676 + Penalty 2924.996634 = -683775.881042
  nChanged 34
		SP:Iteration 30Q (70287.390000 sec): 3 clusters
  Score: Raw -686709.551125 + Penalty 2924.996634 = -683784.554491
  nChanged 32
		SP:Iteration 31Q (70287.520000 sec): 3 clusters
  Score: Raw -686717.584179 + Penalty 2924.996634 = -683792.587545
  nChanged 40
		SP:Iteration 32Q (70287.650000 sec): 3 clusters
  Score: Raw -686727.125392 + Penalty 2924.996634 = -683802.128758
  nChanged 31
		SP:Iteration 33Q (70287.790000 sec): 3 clusters
  Score: Raw -686732.785016 + Penalty 2924.996634 = -683807.788382
  nChanged 24
		SP:Iteration 34Q (70287.920000 sec): 3 clusters
  Score: Raw -686737.574392 + Penalty 2924.996634 = -683812.577758
  nChanged 25
		SP:Iteration 35Q (70288.050000 sec): 3 clusters
  Score: Raw -686743.288692 + Penalty 2924.996634 = -683818.292058
  nChanged 26
		SP:Iteration 36Q (70288.180000 sec): 3 clusters
  Score: Raw -686750.449461 + Penalty 2924.996634 = -683825.452827
  nChanged 31
		SP:Iteration 37Q (70288.310000 sec): 3 clusters
  Score: Raw -686758.358499 + Penalty 2924.996634 = -683833.361866
  nChanged 29
		SP:Iteration 38Q (70288.430000 sec): 3 clusters
  Score: Raw -686766.025907 + Penalty 2924.996634 = -683841.029273
  nChanged 39
		SP:Iteration 39Q (70288.560000 sec): 3 clusters
  Score: Raw -686776.704936 + Penalty 2924.996634 = -683851.708302
  nChanged 45
		SP:Iteration 40F (70288.690000 sec): 3 clusters
  Score: Raw -686789.575001 + Penalty 2924.996634 = -683864.578367
  nChanged 53
		SP:Iteration 41Q (70288.830000 sec): 3 clusters
  Score: Raw -686804.281007 + Penalty 2924.996634 = -683879.284373
  nChanged 50
		SP:Iteration 42Q (70288.960000 sec): 3 clusters
  Score: Raw -686819.370075 + Penalty 2924.996634 = -683894.373441
  nChanged 46
		SP:Iteration 43Q (70289.090000 sec): 3 clusters
  Score: Raw -686833.212434 + Penalty 2924.996634 = -683908.215800
  nChanged 44
		SP:Iteration 44Q (70289.220000 sec): 3 clusters
  Score: Raw -686846.695411 + Penalty 2924.996634 = -683921.698777
  nChanged 45
		SP:Iteration 45Q (70289.350000 sec): 3 clusters
  Score: Raw -686860.736796 + Penalty 2924.996634 = -683935.740162
  nChanged 52
		SP:Iteration 46Q (70289.490000 sec): 3 clusters
  Score: Raw -686876.341687 + Penalty 2924.996634 = -683951.345053
  nChanged 35
		SP:Iteration 47Q (70289.620000 sec): 3 clusters
  Score: Raw -686890.580222 + Penalty 2924.996634 = -683965.583588
  nChanged 45
		SP:Iteration 48Q (70289.750000 sec): 3 clusters
  Score: Raw -686910.330231 + Penalty 2924.996634 = -683985.333597
  nChanged 49
		SP:Iteration 49Q (70289.880000 sec): 3 clusters
  Score: Raw -686930.723645 + Penalty 2924.996634 = -684005.727011
  nChanged 37
		SP:Iteration 50Q (70290.010000 sec): 3 clusters
  Score: Raw -686944.478839 + Penalty 2924.996634 = -684019.482205
  nChanged 43
		SP:Iteration 51Q (70290.130000 sec): 3 clusters
  Score: Raw -686958.416756 + Penalty 2924.996634 = -684033.420122
  nChanged 36
		SP:Iteration 52Q (70290.270000 sec): 3 clusters
  Score: Raw -686970.867039 + Penalty 2924.996634 = -684045.870406
  nChanged 33
		SP:Iteration 53Q (70290.400000 sec): 3 clusters
  Score: Raw -686980.274549 + Penalty 2924.996634 = -684055.277915
  nChanged 23
		SP:Iteration 54Q (70290.530000 sec): 3 clusters
  Score: Raw -686989.886756 + Penalty 2924.996634 = -684064.890122
  nChanged 25
		SP:Iteration 55Q (70290.660000 sec): 3 clusters
  Score: Raw -686998.599761 + Penalty 2924.996634 = -684073.603127
  nChanged 18
		SP:Iteration 56Q (70290.800000 sec): 3 clusters
  Score: Raw -687005.846148 + Penalty 2924.996634 = -684080.849514
  nChanged 21
		SP:Iteration 57Q (70290.920000 sec): 3 clusters
  Score: Raw -687013.634854 + Penalty 2924.996634 = -684088.638220
  nChanged 16
		SP:Iteration 58Q (70291.060000 sec): 3 clusters
  Score: Raw -687019.394473 + Penalty 2924.996634 = -684094.397839
  nChanged 18
		SP:Iteration 59Q (70291.190000 sec): 3 clusters
  Score: Raw -687025.603007 + Penalty 2924.996634 = -684100.606374
  nChanged 18
		SP:Iteration 60F (70291.320000 sec): 3 clusters
  Score: Raw -687031.571662 + Penalty 2924.996634 = -684106.575028
  nChanged 22
		SP:Iteration 61Q (70291.440000 sec): 3 clusters
  Score: Raw -687039.126603 + Penalty 2924.996634 = -684114.129970
  nChanged 21
		SP:Iteration 62Q (70291.580000 sec): 3 clusters
  Score: Raw -687046.580259 + Penalty 2924.996634 = -684121.583625
  nChanged 13
		SP:Iteration 63Q (70291.710000 sec): 3 clusters
  Score: Raw -687052.412014 + Penalty 2924.996634 = -684127.415380
  nChanged 15
		SP:Iteration 64Q (70291.830000 sec): 3 clusters
  Score: Raw -687058.161981 + Penalty 2924.996634 = -684133.165347
  nChanged 12
		SP:Iteration 65Q (70291.960000 sec): 3 clusters
  Score: Raw -687061.772090 + Penalty 2924.996634 = -684136.775456
  nChanged 8
		SP:Iteration 66Q (70292.080000 sec): 3 clusters
  Score: Raw -687064.319040 + Penalty 2924.996634 = -684139.322406
  nChanged 5
		SP:Iteration 67Q (70292.200000 sec): 3 clusters
  Score: Raw -687065.354114 + Penalty 2924.996634 = -684140.357480
  nChanged 3
		SP:Iteration 68Q (70292.320000 sec): 3 clusters
  Score: Raw -687066.443487 + Penalty 2924.996634 = -684141.446853
  nChanged 4
		SP:Iteration 69Q (70292.460000 sec): 3 clusters
  Score: Raw -687067.564110 + Penalty 2924.996634 = -684142.567476
  nChanged 3
		SP:Iteration 70Q (70292.590000 sec): 3 clusters
  Score: Raw -687068.444497 + Penalty 2924.996634 = -684143.447863
  nChanged 2
		SP:Iteration 71Q (70292.710000 sec): 3 clusters
  Score: Raw -687068.949691 + Penalty 2924.996634 = -684143.953057
  nChanged 2
		SP:Iteration 72Q (70292.850000 sec): 3 clusters
  Score: Raw -687069.557536 + Penalty 2924.996634 = -684144.560902
  nChanged 2
		SP:Iteration 73Q (70292.970000 sec): 3 clusters
  Score: Raw -687069.791482 + Penalty 2924.996634 = -684144.794848
  nChanged 1
		SP:Iteration 74Q (70293.110000 sec): 3 clusters
  Score: Raw -687070.087631 + Penalty 2924.996634 = -684145.090997
  nChanged 2
		SP:Iteration 75Q (70293.240000 sec): 3 clusters
  Score: Raw -687071.168614 + Penalty 2924.996634 = -684146.171980
  nChanged 5
		SP:Iteration 76Q (70293.360000 sec): 3 clusters
  Score: Raw -687073.804017 + Penalty 2924.996634 = -684148.807384
  nChanged 6
		SP:Iteration 77Q (70293.490000 sec): 3 clusters
  Score: Raw -687077.372243 + Penalty 2924.996634 = -684152.375609
  nChanged 10
		SP:Iteration 78Q (70293.620000 sec): 3 clusters
  Score: Raw -687082.858904 + Penalty 2924.996634 = -684157.862270
  nChanged 9
		SP:Iteration 79Q (70293.750000 sec): 3 clusters
  Score: Raw -687086.288312 + Penalty 2924.996634 = -684161.291678
  nChanged 7
		SP:Iteration 80F (70293.870000 sec): 3 clusters
  Score: Raw -687088.745238 + Penalty 2924.996634 = -684163.748604
  nChanged 8
		SP:Iteration 81Q (70294.000000 sec): 3 clusters
  Score: Raw -687092.133443 + Penalty 2924.996634 = -684167.136809
  nChanged 4
		SP:Iteration 82Q (70294.130000 sec): 3 clusters
  Score: Raw -687094.254880 + Penalty 2924.996634 = -684169.258246
  nChanged 7
		SP:Iteration 83Q (70294.260000 sec): 3 clusters
  Score: Raw -687096.792103 + Penalty 2924.996634 = -684171.795469
  nChanged 7
		SP:Iteration 84Q (70294.390000 sec): 3 clusters
  Score: Raw -687099.704947 + Penalty 2924.996634 = -684174.708313
  nChanged 4
		SP:Iteration 85Q (70294.520000 sec): 3 clusters
  Score: Raw -687100.910149 + Penalty 2924.996634 = -684175.913515
  nChanged 4
		SP:Iteration 86Q (70294.640000 sec): 3 clusters
  Score: Raw -687102.458200 + Penalty 2924.996634 = -684177.461566
  nChanged 3
		SP:Iteration 87Q (70294.760000 sec): 3 clusters
  Score: Raw -687103.603102 + Penalty 2924.996634 = -684178.606469
  nChanged 1
		SP:Iteration 88Q (70294.890000 sec): 3 clusters
  Score: Raw -687103.936990 + Penalty 2924.996634 = -684178.940356
  nChanged 0
		SP:Iteration 89F (70295.010000 sec): 3 clusters
  Score: Raw -687103.936990 + Penalty 2924.996634 = -684178.940356
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 58 (3258 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (70295.080000 sec): 2 clusters
  Score: Raw -256072.966803 + Penalty 1314.441178 = -254758.525625
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (70295.140000 sec): 3 clusters
  Score: Raw -254538.019402 + Penalty 2628.882356 = -251909.137046
  nChanged 1288
		SP:Iteration 1F (70295.200000 sec): 3 clusters
  Score: Raw -255400.200697 + Penalty 2628.882356 = -252771.318341
  nChanged 330
		SP:Iteration 2F (70295.270000 sec): 3 clusters
  Score: Raw -255705.189955 + Penalty 2628.882356 = -253076.307599
  nChanged 226
		SP:Iteration 3F (70295.330000 sec): 3 clusters
  Score: Raw -255908.424466 + Penalty 2628.882356 = -253279.542110
  nChanged 187
		SP:Iteration 4F (70295.390000 sec): 3 clusters
  Score: Raw -256072.940744 + Penalty 2628.882356 = -253444.058387
  nChanged 151
		SP:Iteration 5Q (70295.450000 sec): 3 clusters
  Score: Raw -256207.989437 + Penalty 2628.882356 = -253579.107081
  nChanged 136
		SP:Iteration 6Q (70295.510000 sec): 3 clusters
  Score: Raw -256340.472438 + Penalty 2628.882356 = -253711.590081
  nChanged 116
		SP:Iteration 7Q (70295.570000 sec): 3 clusters
  Score: Raw -256474.169009 + Penalty 2628.882356 = -253845.286652
  nChanged 119
		SP:Iteration 8Q (70295.630000 sec): 3 clusters
  Score: Raw -256577.213062 + Penalty 2628.882356 = -253948.330705
  nChanged 91
		SP:Iteration 9Q (70295.690000 sec): 3 clusters
  Score: Raw -256649.784757 + Penalty 2628.882356 = -254020.902401
  nChanged 77
		SP:Iteration 10Q (70295.750000 sec): 3 clusters
  Score: Raw -256708.006030 + Penalty 2628.882356 = -254079.123673
  nChanged 68
		SP:Iteration 11Q (70295.810000 sec): 3 clusters
  Score: Raw -256753.179708 + Penalty 2628.882356 = -254124.297351
  nChanged 58
		SP:Iteration 12Q (70295.870000 sec): 3 clusters
  Score: Raw -256798.117311 + Penalty 2628.882356 = -254169.234955
  nChanged 55
		SP:Iteration 13Q (70295.940000 sec): 3 clusters
  Score: Raw -256831.078730 + Penalty 2628.882356 = -254202.196373
  nChanged 39
		SP:Iteration 14Q (70296.000000 sec): 3 clusters
  Score: Raw -256854.466139 + Penalty 2628.882356 = -254225.583783
  nChanged 43
		SP:Iteration 15Q (70296.060000 sec): 3 clusters
  Score: Raw -256884.915895 + Penalty 2628.882356 = -254256.033539
  nChanged 44
		SP:Iteration 16Q (70296.120000 sec): 3 clusters
  Score: Raw -256912.433981 + Penalty 2628.882356 = -254283.551625
  nChanged 40
		SP:Iteration 17Q (70296.180000 sec): 3 clusters
  Score: Raw -256941.425159 + Penalty 2628.882356 = -254312.542803
  nChanged 43
		SP:Iteration 18Q (70296.240000 sec): 3 clusters
  Score: Raw -256965.491396 + Penalty 2628.882356 = -254336.609040
  nChanged 28
		SP:Iteration 19Q (70296.300000 sec): 3 clusters
  Score: Raw -256980.602904 + Penalty 2628.882356 = -254351.720548
  nChanged 28
		SP:Iteration 20F (70296.360000 sec): 3 clusters
  Score: Raw -256998.977988 + Penalty 2628.882356 = -254370.095632
  nChanged 25
		SP:Iteration 21Q (70296.420000 sec): 3 clusters
  Score: Raw -257016.147161 + Penalty 2628.882356 = -254387.264804
  nChanged 35
		SP:Iteration 22Q (70296.480000 sec): 3 clusters
  Score: Raw -257031.399324 + Penalty 2628.882356 = -254402.516967
  nChanged 24
		SP:Iteration 23Q (70296.540000 sec): 3 clusters
  Score: Raw -257041.829739 + Penalty 2628.882356 = -254412.947382
  nChanged 19
		SP:Iteration 24Q (70296.600000 sec): 3 clusters
  Score: Raw -257050.668120 + Penalty 2628.882356 = -254421.785763
  nChanged 21
		SP:Iteration 25Q (70296.660000 sec): 3 clusters
  Score: Raw -257061.401026 + Penalty 2628.882356 = -254432.518669
  nChanged 14
		SP:Iteration 26Q (70296.720000 sec): 3 clusters
  Score: Raw -257068.339975 + Penalty 2628.882356 = -254439.457618
  nChanged 14
		SP:Iteration 27Q (70296.780000 sec): 3 clusters
  Score: Raw -257076.575691 + Penalty 2628.882356 = -254447.693335
  nChanged 14
		SP:Iteration 28Q (70296.840000 sec): 3 clusters
  Score: Raw -257082.684093 + Penalty 2628.882356 = -254453.801736
  nChanged 12
		SP:Iteration 29Q (70296.900000 sec): 3 clusters
  Score: Raw -257088.707101 + Penalty 2628.882356 = -254459.824744
  nChanged 7
		SP:Iteration 30Q (70296.960000 sec): 3 clusters
  Score: Raw -257090.761519 + Penalty 2628.882356 = -254461.879162
  nChanged 3
		SP:Iteration 31Q (70297.020000 sec): 3 clusters
  Score: Raw -257091.598944 + Penalty 2628.882356 = -254462.716587
  nChanged 1
		SP:Iteration 32Q (70297.070000 sec): 3 clusters
  Score: Raw -257092.025651 + Penalty 2628.882356 = -254463.143295
  nChanged 2
		SP:Iteration 33Q (70297.130000 sec): 3 clusters
  Score: Raw -257092.767837 + Penalty 2628.882356 = -254463.885481
  nChanged 2
		SP:Iteration 34Q (70297.190000 sec): 3 clusters
  Score: Raw -257093.375343 + Penalty 2628.882356 = -254464.492986
  nChanged 1
		SP:Iteration 35Q (70297.250000 sec): 3 clusters
  Score: Raw -257093.508965 + Penalty 2628.882356 = -254464.626609
  nChanged 0
		SP:Iteration 36F (70297.310000 sec): 3 clusters
  Score: Raw -257093.508965 + Penalty 2628.882356 = -254464.626609
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 59 (5088 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (70297.390000 sec): 2 clusters
  Score: Raw -464611.172829 + Penalty 1386.879017 = -463224.293812
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (70297.490000 sec): 3 clusters
  Score: Raw -461986.740365 + Penalty 2773.758034 = -459212.982331
  nChanged 2042
		SP:Iteration 1F (70297.580000 sec): 3 clusters
  Score: Raw -463098.625364 + Penalty 2773.758034 = -460324.867329
  nChanged 389
		SP:Iteration 2F (70297.680000 sec): 3 clusters
  Score: Raw -463286.732893 + Penalty 2773.758034 = -460512.974859
  nChanged 278
		SP:Iteration 3F (70297.770000 sec): 3 clusters
  Score: Raw -463428.123374 + Penalty 2773.758034 = -460654.365340
  nChanged 228
		SP:Iteration 4Q (70297.870000 sec): 3 clusters
  Score: Raw -463536.416530 + Penalty 2773.758034 = -460762.658496
  nChanged 190
		SP:Iteration 5Q (70297.960000 sec): 3 clusters
  Score: Raw -463625.445919 + Penalty 2773.758034 = -460851.687885
  nChanged 172
		SP:Iteration 6Q (70298.060000 sec): 3 clusters
  Score: Raw -463703.697554 + Penalty 2773.758034 = -460929.939520
  nChanged 169
		SP:Iteration 7Q (70298.150000 sec): 3 clusters
  Score: Raw -463784.051641 + Penalty 2773.758034 = -461010.293607
  nChanged 170
		SP:Iteration 8Q (70298.250000 sec): 3 clusters
  Score: Raw -463885.153066 + Penalty 2773.758034 = -461111.395031
  nChanged 182
		SP:Iteration 9Q (70298.340000 sec): 3 clusters
  Score: Raw -463999.039111 + Penalty 2773.758034 = -461225.281077
  nChanged 176
		SP:Iteration 10Q (70298.440000 sec): 3 clusters
  Score: Raw -464121.366811 + Penalty 2773.758034 = -461347.608777
  nChanged 164
		SP:Iteration 11Q (70298.530000 sec): 3 clusters
  Score: Raw -464253.651687 + Penalty 2773.758034 = -461479.893653
  nChanged 148
		SP:Iteration 12Q (70298.620000 sec): 3 clusters
  Score: Raw -464372.743867 + Penalty 2773.758034 = -461598.985833
  nChanged 120
		SP:Iteration 13Q (70298.720000 sec): 3 clusters
  Score: Raw -464475.600436 + Penalty 2773.758034 = -461701.842402
  nChanged 92
		SP:Iteration 14Q (70298.810000 sec): 3 clusters
  Score: Raw -464549.527549 + Penalty 2773.758034 = -461775.769515
  nChanged 67
		SP:Iteration 15Q (70298.900000 sec): 3 clusters
  Score: Raw -464603.035107 + Penalty 2773.758034 = -461829.277073
  nChanged 41
		SP:Iteration 16Q (70298.990000 sec): 3 clusters
  Score: Raw -464637.229188 + Penalty 2773.758034 = -461863.471154
  nChanged 35
		SP:Iteration 17Q (70299.080000 sec): 3 clusters
  Score: Raw -464666.627127 + Penalty 2773.758034 = -461892.869093
  nChanged 28
		SP:Iteration 18Q (70299.170000 sec): 3 clusters
  Score: Raw -464695.236941 + Penalty 2773.758034 = -461921.478907
  nChanged 21
		SP:Iteration 19Q (70299.260000 sec): 3 clusters
  Score: Raw -464724.952725 + Penalty 2773.758034 = -461951.194691
  nChanged 22
		SP:Iteration 20F (70299.350000 sec): 3 clusters
  Score: Raw -464747.459927 + Penalty 2773.758034 = -461973.701893
  nChanged 16
		SP:Iteration 21Q (70299.440000 sec): 3 clusters
  Score: Raw -464766.617952 + Penalty 2773.758034 = -461992.859918
  nChanged 17
		SP:Iteration 22Q (70299.540000 sec): 3 clusters
  Score: Raw -464780.903441 + Penalty 2773.758034 = -462007.145407
  nChanged 11
		SP:Iteration 23Q (70299.620000 sec): 3 clusters
  Score: Raw -464793.717945 + Penalty 2773.758034 = -462019.959911
  nChanged 8
		SP:Iteration 24Q (70299.720000 sec): 3 clusters
  Score: Raw -464805.454090 + Penalty 2773.758034 = -462031.696056
  nChanged 7
		SP:Iteration 25Q (70299.810000 sec): 3 clusters
  Score: Raw -464813.976633 + Penalty 2773.758034 = -462040.218599
  nChanged 4
		SP:Iteration 26Q (70299.900000 sec): 3 clusters
  Score: Raw -464819.104113 + Penalty 2773.758034 = -462045.346079
  nChanged 2
		SP:Iteration 27Q (70299.990000 sec): 3 clusters
  Score: Raw -464821.569306 + Penalty 2773.758034 = -462047.811272
  nChanged 2
		SP:Iteration 28Q (70300.080000 sec): 3 clusters
  Score: Raw -464823.756912 + Penalty 2773.758034 = -462049.998877
  nChanged 1
		SP:Iteration 29Q (70300.170000 sec): 3 clusters
  Score: Raw -464824.225826 + Penalty 2773.758034 = -462050.467792
  nChanged 0
		SP:Iteration 30F (70300.260000 sec): 3 clusters
  Score: Raw -464824.225826 + Penalty 2773.758034 = -462050.467792
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 60 (1842 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (70300.320000 sec): 2 clusters
  Score: Raw -137372.727981 + Penalty 1221.773673 = -136150.954308
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (70300.360000 sec): 3 clusters
  Score: Raw -136632.742894 + Penalty 2443.547345 = -134189.195549
  nChanged 652
		SP:Iteration 1F (70300.400000 sec): 3 clusters
  Score: Raw -137129.535193 + Penalty 2443.547345 = -134685.987848
  nChanged 176
		SP:Iteration 2F (70300.430000 sec): 3 clusters
  Score: Raw -137314.241153 + Penalty 2443.547345 = -134870.693808
  nChanged 134
		SP:Iteration 3F (70300.460000 sec): 3 clusters
  Score: Raw -137465.402613 + Penalty 2443.547345 = -135021.855268
  nChanged 97
		SP:Iteration 4F (70300.500000 sec): 3 clusters
  Score: Raw -137554.800790 + Penalty 2443.547345 = -135111.253444
  nChanged 55
		SP:Iteration 5Q (70300.540000 sec): 3 clusters
  Score: Raw -137600.698727 + Penalty 2443.547345 = -135157.151381
  nChanged 44
		SP:Iteration 6Q (70300.570000 sec): 3 clusters
  Score: Raw -137645.286877 + Penalty 2443.547345 = -135201.739531
  nChanged 46
		SP:Iteration 7Q (70300.600000 sec): 3 clusters
  Score: Raw -137698.609341 + Penalty 2443.547345 = -135255.061996
  nChanged 51
		SP:Iteration 8Q (70300.640000 sec): 3 clusters
  Score: Raw -137737.264855 + Penalty 2443.547345 = -135293.717510
  nChanged 34
		SP:Iteration 9Q (70300.670000 sec): 3 clusters
  Score: Raw -137763.465178 + Penalty 2443.547345 = -135319.917833
  nChanged 28
		SP:Iteration 10Q (70300.710000 sec): 3 clusters
  Score: Raw -137783.432448 + Penalty 2443.547345 = -135339.885103
  nChanged 16
		SP:Iteration 11Q (70300.740000 sec): 3 clusters
  Score: Raw -137796.885346 + Penalty 2443.547345 = -135353.338001
  nChanged 21
		SP:Iteration 12Q (70300.780000 sec): 3 clusters
  Score: Raw -137819.708161 + Penalty 2443.547345 = -135376.160816
  nChanged 24
		SP:Iteration 13Q (70300.810000 sec): 3 clusters
  Score: Raw -137848.804866 + Penalty 2443.547345 = -135405.257520
  nChanged 34
		SP:Iteration 14Q (70300.840000 sec): 3 clusters
  Score: Raw -137875.486384 + Penalty 2443.547345 = -135431.939039
  nChanged 26
		SP:Iteration 15Q (70300.880000 sec): 3 clusters
  Score: Raw -137892.610647 + Penalty 2443.547345 = -135449.063302
  nChanged 21
		SP:Iteration 16Q (70300.920000 sec): 3 clusters
  Score: Raw -137908.970705 + Penalty 2443.547345 = -135465.423360
  nChanged 17
		SP:Iteration 17Q (70300.950000 sec): 3 clusters
  Score: Raw -137922.450394 + Penalty 2443.547345 = -135478.903049
  nChanged 17
		SP:Iteration 18Q (70300.980000 sec): 3 clusters
  Score: Raw -137934.860309 + Penalty 2443.547345 = -135491.312964
  nChanged 11
		SP:Iteration 19Q (70301.020000 sec): 3 clusters
  Score: Raw -137940.684563 + Penalty 2443.547345 = -135497.137217
  nChanged 5
		SP:Iteration 20F (70301.050000 sec): 3 clusters
  Score: Raw -137943.737913 + Penalty 2443.547345 = -135500.190567
  nChanged 5
		SP:Iteration 21Q (70301.090000 sec): 3 clusters
  Score: Raw -137946.197661 + Penalty 2443.547345 = -135502.650316
  nChanged 4
		SP:Iteration 22Q (70301.120000 sec): 3 clusters
  Score: Raw -137947.144175 + Penalty 2443.547345 = -135503.596830
  nChanged 5
		SP:Iteration 23Q (70301.160000 sec): 3 clusters
  Score: Raw -137948.991218 + Penalty 2443.547345 = -135505.443873
  nChanged 3
		SP:Iteration 24Q (70301.190000 sec): 3 clusters
  Score: Raw -137950.096170 + Penalty 2443.547345 = -135506.548824
  nChanged 1
		SP:Iteration 25Q (70301.220000 sec): 3 clusters
  Score: Raw -137950.813510 + Penalty 2443.547345 = -135507.266165
  nChanged 2
		SP:Iteration 26Q (70301.260000 sec): 3 clusters
  Score: Raw -137952.006700 + Penalty 2443.547345 = -135508.459355
  nChanged 2
		SP:Iteration 27Q (70301.300000 sec): 3 clusters
  Score: Raw -137952.627033 + Penalty 2443.547345 = -135509.079688
  nChanged 0
		SP:Iteration 28F (70301.330000 sec): 3 clusters
  Score: Raw -137952.627033 + Penalty 2443.547345 = -135509.079688
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 61 (277 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (70301.360000 sec): 2 clusters
  Score: Raw -20556.322921 + Penalty 913.902845 = -19642.420076
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (70301.370000 sec): 3 clusters
  Score: Raw -20609.032858 + Penalty 1827.805690 = -18781.227168
  nChanged 58
		SP:Iteration 1F (70301.370000 sec): 3 clusters
  Score: Raw -20721.275778 + Penalty 1827.805690 = -18893.470088
  nChanged 19
		SP:Iteration 2F (70301.380000 sec): 3 clusters
  Score: Raw -20785.433081 + Penalty 1827.805690 = -18957.627392
  nChanged 7
		SP:Iteration 3Q (70301.390000 sec): 3 clusters
  Score: Raw -20816.853737 + Penalty 1827.805690 = -18989.048048
  nChanged 1
		SP:Iteration 4Q (70301.390000 sec): 3 clusters
  Score: Raw -20820.285989 + Penalty 1827.805690 = -18992.480300
  nChanged 0
		SP:Iteration 5F (70301.400000 sec): 3 clusters
  Score: Raw -20820.285989 + Penalty 1827.805690 = -18992.480300
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 62 (1248 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (70301.450000 sec): 2 clusters
  Score: Raw -113610.292229 + Penalty 1158.510852 = -112451.781378
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (70301.480000 sec): 3 clusters
  Score: Raw -113159.322351 + Penalty 2317.021703 = -110842.300647
  nChanged 397
		SP:Iteration 1F (70301.500000 sec): 3 clusters
  Score: Raw -113448.726799 + Penalty 2317.021703 = -111131.705095
  nChanged 99
		SP:Iteration 2F (70301.520000 sec): 3 clusters
  Score: Raw -113543.288103 + Penalty 2317.021703 = -111226.266399
  nChanged 51
		SP:Iteration 3Q (70301.550000 sec): 3 clusters
  Score: Raw -113594.164961 + Penalty 2317.021703 = -111277.143258
  nChanged 41
		SP:Iteration 4Q (70301.570000 sec): 3 clusters
  Score: Raw -113628.918111 + Penalty 2317.021703 = -111311.896407
  nChanged 20
		SP:Iteration 5Q (70301.600000 sec): 3 clusters
  Score: Raw -113647.589150 + Penalty 2317.021703 = -111330.567446
  nChanged 20
		SP:Iteration 6Q (70301.620000 sec): 3 clusters
  Score: Raw -113669.450743 + Penalty 2317.021703 = -111352.429040
  nChanged 19
		SP:Iteration 7Q (70301.640000 sec): 3 clusters
  Score: Raw -113688.770890 + Penalty 2317.021703 = -111371.749187
  nChanged 13
		SP:Iteration 8Q (70301.670000 sec): 3 clusters
  Score: Raw -113702.765653 + Penalty 2317.021703 = -111385.743950
  nChanged 12
		SP:Iteration 9Q (70301.690000 sec): 3 clusters
  Score: Raw -113714.357473 + Penalty 2317.021703 = -111397.335770
  nChanged 9
		SP:Iteration 10Q (70301.720000 sec): 3 clusters
  Score: Raw -113722.473101 + Penalty 2317.021703 = -111405.451398
  nChanged 6
		SP:Iteration 11Q (70301.740000 sec): 3 clusters
  Score: Raw -113725.469454 + Penalty 2317.021703 = -111408.447750
  nChanged 3
		SP:Iteration 12Q (70301.760000 sec): 3 clusters
  Score: Raw -113726.955568 + Penalty 2317.021703 = -111409.933864
  nChanged 3
		SP:Iteration 13Q (70301.790000 sec): 3 clusters
  Score: Raw -113728.546961 + Penalty 2317.021703 = -111411.525258
  nChanged 2
		SP:Iteration 14Q (70301.810000 sec): 3 clusters
  Score: Raw -113729.582792 + Penalty 2317.021703 = -111412.561089
  nChanged 2
		SP:Iteration 15Q (70301.840000 sec): 3 clusters
  Score: Raw -113731.017133 + Penalty 2317.021703 = -111413.995430
  nChanged 2
		SP:Iteration 16Q (70301.860000 sec): 3 clusters
  Score: Raw -113731.568007 + Penalty 2317.021703 = -111414.546303
  nChanged 1
		SP:Iteration 17Q (70301.880000 sec): 3 clusters
  Score: Raw -113732.075160 + Penalty 2317.021703 = -111415.053457
  nChanged 2
		SP:Iteration 18Q (70301.910000 sec): 3 clusters
  Score: Raw -113732.980219 + Penalty 2317.021703 = -111415.958516
  nChanged 1
		SP:Iteration 19Q (70301.930000 sec): 3 clusters
  Score: Raw -113734.344584 + Penalty 2317.021703 = -111417.322881
  nChanged 0
		SP:Iteration 20F (70301.960000 sec): 3 clusters
  Score: Raw -113734.344584 + Penalty 2317.021703 = -111417.322881
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 63 (7064 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (70302.050000 sec): 2 clusters
  Score: Raw -570910.635063 + Penalty 1440.199596 = -569470.435468
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (70302.190000 sec): 3 clusters
  Score: Raw -567126.390341 + Penalty 2880.399191 = -564245.991150
  nChanged 2943
		SP:Iteration 1F (70302.300000 sec): 3 clusters
  Score: Raw -568842.606382 + Penalty 2880.399191 = -565962.207191
  nChanged 554
		SP:Iteration 2F (70302.420000 sec): 3 clusters
  Score: Raw -569235.038047 + Penalty 2880.399191 = -566354.638856
  nChanged 484
		SP:Iteration 3F (70302.530000 sec): 3 clusters
  Score: Raw -569596.408927 + Penalty 2880.399191 = -566716.009736
  nChanged 463
		SP:Iteration 4F (70302.640000 sec): 3 clusters
  Score: Raw -570003.668051 + Penalty 2880.399191 = -567123.268860
  nChanged 492
		SP:Iteration 5F (70302.760000 sec): 3 clusters
  Score: Raw -570477.273571 + Penalty 2880.399191 = -567596.874380
  nChanged 456
		SP:Iteration 6F (70302.880000 sec): 3 clusters
  Score: Raw -570939.562419 + Penalty 2880.399191 = -568059.163228
  nChanged 412
		SP:Iteration 7F (70303.000000 sec): 3 clusters
  Score: Raw -571327.704860 + Penalty 2880.399191 = -568447.305669
  nChanged 319
		SP:Iteration 8Q (70303.130000 sec): 3 clusters
  Score: Raw -571587.546094 + Penalty 2880.399191 = -568707.146903
  nChanged 237
		SP:Iteration 9Q (70303.260000 sec): 3 clusters
  Score: Raw -571732.986402 + Penalty 2880.399191 = -568852.587210
  nChanged 153
		SP:Iteration 10Q (70303.380000 sec): 3 clusters
  Score: Raw -571812.468317 + Penalty 2880.399191 = -568932.069126
  nChanged 109
		SP:Iteration 11Q (70303.510000 sec): 3 clusters
  Score: Raw -571856.528937 + Penalty 2880.399191 = -568976.129746
  nChanged 74
		SP:Iteration 12Q (70303.630000 sec): 3 clusters
  Score: Raw -571875.564394 + Penalty 2880.399191 = -568995.165202
  nChanged 44
		SP:Iteration 13Q (70303.760000 sec): 3 clusters
  Score: Raw -571888.491797 + Penalty 2880.399191 = -569008.092605
  nChanged 40
		SP:Iteration 14Q (70303.890000 sec): 3 clusters
  Score: Raw -571898.810895 + Penalty 2880.399191 = -569018.411704
  nChanged 31
		SP:Iteration 15Q (70304.010000 sec): 3 clusters
  Score: Raw -571905.040452 + Penalty 2880.399191 = -569024.641261
  nChanged 23
		SP:Iteration 16Q (70304.140000 sec): 3 clusters
  Score: Raw -571909.770878 + Penalty 2880.399191 = -569029.371687
  nChanged 19
		SP:Iteration 17Q (70304.260000 sec): 3 clusters
  Score: Raw -571912.590913 + Penalty 2880.399191 = -569032.191721
  nChanged 8
		SP:Iteration 18Q (70304.390000 sec): 3 clusters
  Score: Raw -571913.824003 + Penalty 2880.399191 = -569033.424812
  nChanged 7
		SP:Iteration 19Q (70304.510000 sec): 3 clusters
  Score: Raw -571914.441647 + Penalty 2880.399191 = -569034.042456
  nChanged 2
		SP:Iteration 20F (70304.630000 sec): 3 clusters
  Score: Raw -571914.653568 + Penalty 2880.399191 = -569034.254377
  nChanged 1
		SP:Iteration 21Q (70304.760000 sec): 3 clusters
  Score: Raw -571914.778957 + Penalty 2880.399191 = -569034.379766
  nChanged 0
		SP:Iteration 22F (70304.890000 sec): 3 clusters
  Score: Raw -571914.778957 + Penalty 2880.399191 = -569034.379766
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 64 (1799 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (70304.950000 sec): 2 clusters
  Score: Raw -172647.818795 + Penalty 1217.935263 = -171429.883532
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (70304.990000 sec): 3 clusters
  Score: Raw -171920.729500 + Penalty 2435.870526 = -169484.858974
  nChanged 593
		SP:Iteration 1F (70305.030000 sec): 3 clusters
  Score: Raw -172298.588739 + Penalty 2435.870526 = -169862.718213
  nChanged 128
		SP:Iteration 2F (70305.060000 sec): 3 clusters
  Score: Raw -172390.173472 + Penalty 2435.870526 = -169954.302946
  nChanged 65
		SP:Iteration 3Q (70305.100000 sec): 3 clusters
  Score: Raw -172436.434376 + Penalty 2435.870526 = -170000.563850
  nChanged 61
		SP:Iteration 4Q (70305.130000 sec): 3 clusters
  Score: Raw -172482.801505 + Penalty 2435.870526 = -170046.930979
  nChanged 50
		SP:Iteration 5Q (70305.170000 sec): 3 clusters
  Score: Raw -172525.527388 + Penalty 2435.870526 = -170089.656862
  nChanged 49
		SP:Iteration 6Q (70305.210000 sec): 3 clusters
  Score: Raw -172558.086444 + Penalty 2435.870526 = -170122.215917
  nChanged 35
		SP:Iteration 7Q (70305.240000 sec): 3 clusters
  Score: Raw -172588.939214 + Penalty 2435.870526 = -170153.068688
  nChanged 48
		SP:Iteration 8Q (70305.280000 sec): 3 clusters
  Score: Raw -172631.637562 + Penalty 2435.870526 = -170195.767036
  nChanged 38
		SP:Iteration 9Q (70305.310000 sec): 3 clusters
  Score: Raw -172658.925429 + Penalty 2435.870526 = -170223.054903
  nChanged 27
		SP:Iteration 10Q (70305.350000 sec): 3 clusters
  Score: Raw -172684.916599 + Penalty 2435.870526 = -170249.046073
  nChanged 28
		SP:Iteration 11Q (70305.380000 sec): 3 clusters
  Score: Raw -172711.288828 + Penalty 2435.870526 = -170275.418302
  nChanged 29
		SP:Iteration 12Q (70305.420000 sec): 3 clusters
  Score: Raw -172731.897608 + Penalty 2435.870526 = -170296.027082
  nChanged 22
		SP:Iteration 13Q (70305.450000 sec): 3 clusters
  Score: Raw -172743.722153 + Penalty 2435.870526 = -170307.851627
  nChanged 17
		SP:Iteration 14Q (70305.490000 sec): 3 clusters
  Score: Raw -172755.489488 + Penalty 2435.870526 = -170319.618962
  nChanged 16
		SP:Iteration 15Q (70305.520000 sec): 3 clusters
  Score: Raw -172766.298384 + Penalty 2435.870526 = -170330.427858
  nChanged 21
		SP:Iteration 16Q (70305.550000 sec): 3 clusters
  Score: Raw -172780.648880 + Penalty 2435.870526 = -170344.778354
  nChanged 16
		SP:Iteration 17Q (70305.590000 sec): 3 clusters
  Score: Raw -172789.158959 + Penalty 2435.870526 = -170353.288433
  nChanged 10
		SP:Iteration 18Q (70305.620000 sec): 3 clusters
  Score: Raw -172793.621062 + Penalty 2435.870526 = -170357.750536
  nChanged 2
		SP:Iteration 19Q (70305.660000 sec): 3 clusters
  Score: Raw -172794.292617 + Penalty 2435.870526 = -170358.422090
  nChanged 2
		SP:Iteration 20F (70305.690000 sec): 3 clusters
  Score: Raw -172794.900432 + Penalty 2435.870526 = -170359.029906
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 65 (12103 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (70305.830000 sec): 2 clusters
  Score: Raw -977255.599982 + Penalty 1527.696403 = -975727.903579
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (70306.020000 sec): 3 clusters
  Score: Raw -970244.347965 + Penalty 3055.392806 = -967188.955158
  nChanged 5335
		SP:Iteration 1F (70306.200000 sec): 3 clusters
  Score: Raw -973606.139325 + Penalty 3055.392806 = -970550.746519
  nChanged 1034
		SP:Iteration 2F (70306.370000 sec): 3 clusters
  Score: Raw -974431.501089 + Penalty 3055.392806 = -971376.108283
  nChanged 1035
		SP:Iteration 3F (70306.570000 sec): 3 clusters
  Score: Raw -975404.935716 + Penalty 3055.392806 = -972349.542909
  nChanged 980
		SP:Iteration 4F (70306.740000 sec): 3 clusters
  Score: Raw -976382.109792 + Penalty 3055.392806 = -973326.716986
  nChanged 853
		SP:Iteration 5F (70306.910000 sec): 3 clusters
  Score: Raw -977077.082783 + Penalty 3055.392806 = -974021.689976
  nChanged 689
		SP:Iteration 6F (70307.100000 sec): 3 clusters
  Score: Raw -977482.816752 + Penalty 3055.392806 = -974427.423946
  nChanged 499
		SP:Iteration 7Q (70307.270000 sec): 3 clusters
  Score: Raw -977733.313924 + Penalty 3055.392806 = -974677.921118
  nChanged 327
		SP:Iteration 8Q (70307.480000 sec): 3 clusters
  Score: Raw -977852.834713 + Penalty 3055.392806 = -974797.441906
  nChanged 235
		SP:Iteration 9Q (70307.660000 sec): 3 clusters
  Score: Raw -977932.468261 + Penalty 3055.392806 = -974877.075455
  nChanged 198
		SP:Iteration 10Q (70307.840000 sec): 3 clusters
  Score: Raw -977993.926460 + Penalty 3055.392806 = -974938.533654
  nChanged 169
		SP:Iteration 11Q (70308.040000 sec): 3 clusters
  Score: Raw -978047.258265 + Penalty 3055.392806 = -974991.865459
  nChanged 157
		SP:Iteration 12Q (70308.220000 sec): 3 clusters
  Score: Raw -978096.579674 + Penalty 3055.392806 = -975041.186868
  nChanged 121
		SP:Iteration 13Q (70308.390000 sec): 3 clusters
  Score: Raw -978138.366382 + Penalty 3055.392806 = -975082.973576
  nChanged 119
		SP:Iteration 14Q (70308.600000 sec): 3 clusters
  Score: Raw -978167.275923 + Penalty 3055.392806 = -975111.883116
  nChanged 88
		SP:Iteration 15Q (70308.780000 sec): 3 clusters
  Score: Raw -978182.895106 + Penalty 3055.392806 = -975127.502300
  nChanged 70
		SP:Iteration 16Q (70308.950000 sec): 3 clusters
  Score: Raw -978193.259356 + Penalty 3055.392806 = -975137.866550
  nChanged 55
		SP:Iteration 17Q (70309.160000 sec): 3 clusters
  Score: Raw -978203.830943 + Penalty 3055.392806 = -975148.438137
  nChanged 54
		SP:Iteration 18Q (70309.340000 sec): 3 clusters
  Score: Raw -978211.600151 + Penalty 3055.392806 = -975156.207345
  nChanged 47
		SP:Iteration 19Q (70309.510000 sec): 3 clusters
  Score: Raw -978219.293148 + Penalty 3055.392806 = -975163.900342
  nChanged 47
		SP:Iteration 20F (70309.700000 sec): 3 clusters
  Score: Raw -978226.608160 + Penalty 3055.392806 = -975171.215354
  nChanged 38
		SP:Iteration 21Q (70309.880000 sec): 3 clusters
  Score: Raw -978233.017502 + Penalty 3055.392806 = -975177.624696
  nChanged 42
		SP:Iteration 22Q (70310.050000 sec): 3 clusters
  Score: Raw -978240.671069 + Penalty 3055.392806 = -975185.278262
  nChanged 42
		SP:Iteration 23Q (70310.240000 sec): 3 clusters
  Score: Raw -978246.174760 + Penalty 3055.392806 = -975190.781954
  nChanged 29
		SP:Iteration 24Q (70310.420000 sec): 3 clusters
  Score: Raw -978249.620770 + Penalty 3055.392806 = -975194.227963
  nChanged 38
		SP:Iteration 25Q (70310.620000 sec): 3 clusters
  Score: Raw -978255.400534 + Penalty 3055.392806 = -975200.007728
  nChanged 36
		SP:Iteration 26Q (70310.800000 sec): 3 clusters
  Score: Raw -978260.323700 + Penalty 3055.392806 = -975204.930894
  nChanged 44
		SP:Iteration 27Q (70310.970000 sec): 3 clusters
  Score: Raw -978266.843791 + Penalty 3055.392806 = -975211.450984
  nChanged 49
		SP:Iteration 28Q (70311.170000 sec): 3 clusters
  Score: Raw -978275.150914 + Penalty 3055.392806 = -975219.758108
  nChanged 49
		SP:Iteration 29Q (70311.350000 sec): 3 clusters
  Score: Raw -978285.422646 + Penalty 3055.392806 = -975230.029840
  nChanged 51
		SP:Iteration 30Q (70311.510000 sec): 3 clusters
  Score: Raw -978296.305011 + Penalty 3055.392806 = -975240.912205
  nChanged 50
		SP:Iteration 31Q (70311.700000 sec): 3 clusters
  Score: Raw -978303.479060 + Penalty 3055.392806 = -975248.086254
  nChanged 47
		SP:Iteration 32Q (70311.880000 sec): 3 clusters
  Score: Raw -978310.499227 + Penalty 3055.392806 = -975255.106421
  nChanged 40
		SP:Iteration 33Q (70312.050000 sec): 3 clusters
  Score: Raw -978317.009243 + Penalty 3055.392806 = -975261.616437
  nChanged 45
		SP:Iteration 34Q (70312.240000 sec): 3 clusters
  Score: Raw -978325.291352 + Penalty 3055.392806 = -975269.898546
  nChanged 52
		SP:Iteration 35Q (70312.400000 sec): 3 clusters
  Score: Raw -978333.020492 + Penalty 3055.392806 = -975277.627686
  nChanged 55
		SP:Iteration 36Q (70312.590000 sec): 3 clusters
  Score: Raw -978344.103879 + Penalty 3055.392806 = -975288.711073
  nChanged 57
		SP:Iteration 37Q (70312.760000 sec): 3 clusters
  Score: Raw -978354.879747 + Penalty 3055.392806 = -975299.486941
  nChanged 56
		SP:Iteration 38Q (70312.960000 sec): 3 clusters
  Score: Raw -978365.297549 + Penalty 3055.392806 = -975309.904743
  nChanged 51
		SP:Iteration 39Q (70313.140000 sec): 3 clusters
  Score: Raw -978373.950830 + Penalty 3055.392806 = -975318.558024
  nChanged 47
		SP:Iteration 40F (70313.310000 sec): 3 clusters
  Score: Raw -978380.501680 + Penalty 3055.392806 = -975325.108874
  nChanged 38
		SP:Iteration 41Q (70313.510000 sec): 3 clusters
  Score: Raw -978387.470369 + Penalty 3055.392806 = -975332.077563
  nChanged 38
		SP:Iteration 42Q (70313.680000 sec): 3 clusters
  Score: Raw -978393.855433 + Penalty 3055.392806 = -975338.462627
  nChanged 31
		SP:Iteration 43Q (70313.850000 sec): 3 clusters
  Score: Raw -978399.295237 + Penalty 3055.392806 = -975343.902430
  nChanged 38
		SP:Iteration 44Q (70314.030000 sec): 3 clusters
  Score: Raw -978406.401377 + Penalty 3055.392806 = -975351.008570
  nChanged 47
		SP:Iteration 45Q (70314.210000 sec): 3 clusters
  Score: Raw -978416.016320 + Penalty 3055.392806 = -975360.623514
  nChanged 43
		SP:Iteration 46Q (70314.410000 sec): 3 clusters
  Score: Raw -978422.670443 + Penalty 3055.392806 = -975367.277637
  nChanged 36
		SP:Iteration 47Q (70314.590000 sec): 3 clusters
  Score: Raw -978427.937239 + Penalty 3055.392806 = -975372.544432
  nChanged 37
		SP:Iteration 48Q (70314.760000 sec): 3 clusters
  Score: Raw -978434.702880 + Penalty 3055.392806 = -975379.310073
  nChanged 40
		SP:Iteration 49Q (70315.000000 sec): 3 clusters
  Score: Raw -978441.271060 + Penalty 3055.392806 = -975385.878254
  nChanged 37
		SP:Iteration 50Q (70315.160000 sec): 3 clusters
  Score: Raw -978447.926882 + Penalty 3055.392806 = -975392.534075
  nChanged 37
		SP:Iteration 51Q (70315.330000 sec): 3 clusters
  Score: Raw -978455.639732 + Penalty 3055.392806 = -975400.246926
  nChanged 50
		SP:Iteration 52Q (70315.500000 sec): 3 clusters
  Score: Raw -978463.038449 + Penalty 3055.392806 = -975407.645643
  nChanged 50
		SP:Iteration 53Q (70315.690000 sec): 3 clusters
  Score: Raw -978470.654113 + Penalty 3055.392806 = -975415.261307
  nChanged 53
		SP:Iteration 54Q (70315.860000 sec): 3 clusters
  Score: Raw -978480.011968 + Penalty 3055.392806 = -975424.619162
  nChanged 51
		SP:Iteration 55Q (70316.060000 sec): 3 clusters
  Score: Raw -978490.752204 + Penalty 3055.392806 = -975435.359398
  nChanged 55
		SP:Iteration 56Q (70316.230000 sec): 3 clusters
  Score: Raw -978501.248801 + Penalty 3055.392806 = -975445.855994
  nChanged 58
		SP:Iteration 57Q (70316.400000 sec): 3 clusters
  Score: Raw -978513.309225 + Penalty 3055.392806 = -975457.916419
  nChanged 56
		SP:Iteration 58Q (70316.580000 sec): 3 clusters
  Score: Raw -978523.847967 + Penalty 3055.392806 = -975468.455160
  nChanged 60
		SP:Iteration 59Q (70316.750000 sec): 3 clusters
  Score: Raw -978538.318759 + Penalty 3055.392806 = -975482.925953
  nChanged 60
		SP:Iteration 60F (70316.940000 sec): 3 clusters
  Score: Raw -978551.022406 + Penalty 3055.392806 = -975495.629599
  nChanged 65
		SP:Iteration 61Q (70317.110000 sec): 3 clusters
  Score: Raw -978565.157351 + Penalty 3055.392806 = -975509.764545
  nChanged 53
		SP:Iteration 62Q (70317.310000 sec): 3 clusters
  Score: Raw -978575.956315 + Penalty 3055.392806 = -975520.563509
  nChanged 56
		SP:Iteration 63Q (70317.480000 sec): 3 clusters
  Score: Raw -978586.177138 + Penalty 3055.392806 = -975530.784331
  nChanged 61
		SP:Iteration 64Q (70317.650000 sec): 3 clusters
  Score: Raw -978599.275082 + Penalty 3055.392806 = -975543.882276
  nChanged 61
		SP:Iteration 65Q (70317.830000 sec): 3 clusters
  Score: Raw -978613.521262 + Penalty 3055.392806 = -975558.128455
  nChanged 68
		SP:Iteration 66Q (70318.000000 sec): 3 clusters
  Score: Raw -978630.226802 + Penalty 3055.392806 = -975574.833996
  nChanged 68
		SP:Iteration 67Q (70318.200000 sec): 3 clusters
  Score: Raw -978644.415795 + Penalty 3055.392806 = -975589.022989
  nChanged 59
		SP:Iteration 68Q (70318.370000 sec): 3 clusters
  Score: Raw -978657.521511 + Penalty 3055.392806 = -975602.128705
  nChanged 55
		SP:Iteration 69Q (70318.540000 sec): 3 clusters
  Score: Raw -978668.194149 + Penalty 3055.392806 = -975612.801343
  nChanged 44
		SP:Iteration 70Q (70318.710000 sec): 3 clusters
  Score: Raw -978677.226764 + Penalty 3055.392806 = -975621.833957
  nChanged 44
		SP:Iteration 71Q (70318.880000 sec): 3 clusters
  Score: Raw -978687.636747 + Penalty 3055.392806 = -975632.243941
  nChanged 54
		SP:Iteration 72Q (70319.080000 sec): 3 clusters
  Score: Raw -978699.714597 + Penalty 3055.392806 = -975644.321790
  nChanged 44
		SP:Iteration 73Q (70319.250000 sec): 3 clusters
  Score: Raw -978709.913131 + Penalty 3055.392806 = -975654.520324
  nChanged 46
		SP:Iteration 74Q (70319.420000 sec): 3 clusters
  Score: Raw -978721.608596 + Penalty 3055.392806 = -975666.215789
  nChanged 41
		SP:Iteration 75Q (70319.600000 sec): 3 clusters
  Score: Raw -978733.592217 + Penalty 3055.392806 = -975678.199411
  nChanged 38
		SP:Iteration 76Q (70319.760000 sec): 3 clusters
  Score: Raw -978745.844222 + Penalty 3055.392806 = -975690.451416
  nChanged 42
		SP:Iteration 77Q (70319.960000 sec): 3 clusters
  Score: Raw -978757.492694 + Penalty 3055.392806 = -975702.099887
  nChanged 48
		SP:Iteration 78Q (70320.130000 sec): 3 clusters
  Score: Raw -978770.329161 + Penalty 3055.392806 = -975714.936355
  nChanged 38
		SP:Iteration 79Q (70320.300000 sec): 3 clusters
  Score: Raw -978783.370775 + Penalty 3055.392806 = -975727.977969
  nChanged 45
		SP:Iteration 80F (70320.480000 sec): 3 clusters
  Score: Raw -978803.971313 + Penalty 3055.392806 = -975748.578507
  nChanged 64
		SP:Iteration 81Q (70320.640000 sec): 3 clusters
  Score: Raw -978832.255933 + Penalty 3055.392806 = -975776.863127
  nChanged 74
		SP:Iteration 82Q (70320.820000 sec): 3 clusters
  Score: Raw -978870.555424 + Penalty 3055.392806 = -975815.162618
  nChanged 86
		SP:Iteration 83Q (70320.990000 sec): 3 clusters
  Score: Raw -978925.503584 + Penalty 3055.392806 = -975870.110778
  nChanged 92
		SP:Iteration 84Q (70321.180000 sec): 3 clusters
  Score: Raw -978973.590534 + Penalty 3055.392806 = -975918.197727
  nChanged 72
		SP:Iteration 85Q (70321.340000 sec): 3 clusters
  Score: Raw -979002.217503 + Penalty 3055.392806 = -975946.824697
  nChanged 75
		SP:Iteration 86Q (70321.540000 sec): 3 clusters
  Score: Raw -979028.161647 + Penalty 3055.392806 = -975972.768840
  nChanged 64
		SP:Iteration 87Q (70321.710000 sec): 3 clusters
  Score: Raw -979043.813972 + Penalty 3055.392806 = -975988.421165
  nChanged 47
		SP:Iteration 88Q (70321.880000 sec): 3 clusters
  Score: Raw -979053.844130 + Penalty 3055.392806 = -975998.451323
  nChanged 25
		SP:Iteration 89Q (70322.060000 sec): 3 clusters
  Score: Raw -979059.501057 + Penalty 3055.392806 = -976004.108250
  nChanged 24
		SP:Iteration 90Q (70322.220000 sec): 3 clusters
  Score: Raw -979064.429760 + Penalty 3055.392806 = -976009.036953
  nChanged 20
		SP:Iteration 91Q (70322.410000 sec): 3 clusters
  Score: Raw -979067.969689 + Penalty 3055.392806 = -976012.576882
  nChanged 16
		SP:Iteration 92Q (70322.580000 sec): 3 clusters
  Score: Raw -979071.123774 + Penalty 3055.392806 = -976015.730968
  nChanged 13
		SP:Iteration 93Q (70322.750000 sec): 3 clusters
  Score: Raw -979072.899737 + Penalty 3055.392806 = -976017.506931
  nChanged 8
		SP:Iteration 94Q (70322.920000 sec): 3 clusters
  Score: Raw -979074.243281 + Penalty 3055.392806 = -976018.850474
  nChanged 7
		SP:Iteration 95Q (70323.090000 sec): 3 clusters
  Score: Raw -979075.034238 + Penalty 3055.392806 = -976019.641431
  nChanged 2
		SP:Iteration 96Q (70323.260000 sec): 3 clusters
  Score: Raw -979075.397892 + Penalty 3055.392806 = -976020.005085
  nChanged 2
		SP:Iteration 97Q (70323.430000 sec): 3 clusters
  Score: Raw -979075.804228 + Penalty 3055.392806 = -976020.411422
  nChanged 4
		SP:Iteration 98Q (70323.600000 sec): 3 clusters
  Score: Raw -979076.335814 + Penalty 3055.392806 = -976020.943008
  nChanged 5
		SP:Iteration 99Q (70323.760000 sec): 3 clusters
  Score: Raw -979077.244577 + Penalty 3055.392806 = -976021.851771
  nChanged 4
		SP:Iteration 100F (70323.950000 sec): 3 clusters
  Score: Raw -979077.997886 + Penalty 3055.392806 = -976022.605079
  nChanged 3
		SP:Iteration 101Q (70324.110000 sec): 3 clusters
  Score: Raw -979078.461308 + Penalty 3055.392806 = -976023.068501
  nChanged 3
		SP:Iteration 102Q (70324.290000 sec): 3 clusters
  Score: Raw -979078.801093 + Penalty 3055.392806 = -976023.408286
  nChanged 0
		SP:Iteration 103F (70324.460000 sec): 3 clusters
  Score: Raw -979078.801093 + Penalty 3055.392806 = -976023.408286
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 100.
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 66 (1001 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (70324.540000 sec): 2 clusters
  Score: Raw -89539.877766 + Penalty 1122.672652 = -88417.205114
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (70324.560000 sec): 3 clusters
  Score: Raw -89204.114574 + Penalty 2245.345303 = -86958.769270
  nChanged 310
		SP:Iteration 1F (70324.580000 sec): 3 clusters
  Score: Raw -89491.019325 + Penalty 2245.345303 = -87245.674022
  nChanged 79
		SP:Iteration 2F (70324.610000 sec): 3 clusters
  Score: Raw -89569.895031 + Penalty 2245.345303 = -87324.549728
  nChanged 40
		SP:Iteration 3Q (70324.630000 sec): 3 clusters
  Score: Raw -89616.361354 + Penalty 2245.345303 = -87371.016051
  nChanged 30
		SP:Iteration 4Q (70324.650000 sec): 3 clusters
  Score: Raw -89653.104327 + Penalty 2245.345303 = -87407.759023
  nChanged 24
		SP:Iteration 5Q (70324.670000 sec): 3 clusters
  Score: Raw -89681.650649 + Penalty 2245.345303 = -87436.305346
  nChanged 22
		SP:Iteration 6Q (70324.690000 sec): 3 clusters
  Score: Raw -89701.380269 + Penalty 2245.345303 = -87456.034965
  nChanged 14
		SP:Iteration 7Q (70324.710000 sec): 3 clusters
  Score: Raw -89713.082355 + Penalty 2245.345303 = -87467.737052
  nChanged 7
		SP:Iteration 8Q (70324.730000 sec): 3 clusters
  Score: Raw -89719.156449 + Penalty 2245.345303 = -87473.811146
  nChanged 6
		SP:Iteration 9Q (70324.750000 sec): 3 clusters
  Score: Raw -89729.074764 + Penalty 2245.345303 = -87483.729460
  nChanged 12
		SP:Iteration 10Q (70324.770000 sec): 3 clusters
  Score: Raw -89746.604254 + Penalty 2245.345303 = -87501.258950
  nChanged 14
		SP:Iteration 11Q (70324.790000 sec): 3 clusters
  Score: Raw -89761.952295 + Penalty 2245.345303 = -87516.606991
  nChanged 8
		SP:Iteration 12Q (70324.810000 sec): 3 clusters
  Score: Raw -89772.533047 + Penalty 2245.345303 = -87527.187744
  nChanged 9
		SP:Iteration 13Q (70324.830000 sec): 3 clusters
  Score: Raw -89782.960451 + Penalty 2245.345303 = -87537.615148
  nChanged 5
		SP:Iteration 14Q (70324.850000 sec): 3 clusters
  Score: Raw -89786.533428 + Penalty 2245.345303 = -87541.188125
  nChanged 3
		SP:Iteration 15Q (70324.860000 sec): 3 clusters
  Score: Raw -89790.747948 + Penalty 2245.345303 = -87545.402645
  nChanged 4
		SP:Iteration 16Q (70324.880000 sec): 3 clusters
  Score: Raw -89795.413523 + Penalty 2245.345303 = -87550.068220
  nChanged 3
		SP:Iteration 17Q (70324.900000 sec): 3 clusters
  Score: Raw -89798.083062 + Penalty 2245.345303 = -87552.737759
  nChanged 1
		SP:Iteration 18Q (70324.920000 sec): 3 clusters
  Score: Raw -89798.375585 + Penalty 2245.345303 = -87553.030282
  nChanged 0
		SP:Iteration 19F (70324.940000 sec): 3 clusters
  Score: Raw -89798.375585 + Penalty 2245.345303 = -87553.030282
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 67 (5280 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (70325.020000 sec): 2 clusters
  Score: Raw -440231.329458 + Penalty 1392.898224 = -438838.431235
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (70325.130000 sec): 3 clusters
  Score: Raw -437538.126939 + Penalty 2785.796447 = -434752.330491
  nChanged 2104
		SP:Iteration 1F (70325.230000 sec): 3 clusters
  Score: Raw -438980.270183 + Penalty 2785.796447 = -436194.473735
  nChanged 517
		SP:Iteration 2F (70325.320000 sec): 3 clusters
  Score: Raw -439416.692692 + Penalty 2785.796447 = -436630.896245
  nChanged 390
		SP:Iteration 3F (70325.420000 sec): 3 clusters
  Score: Raw -439728.916664 + Penalty 2785.796447 = -436943.120217
  nChanged 311
		SP:Iteration 4F (70325.510000 sec): 3 clusters
  Score: Raw -439958.904862 + Penalty 2785.796447 = -437173.108415
  nChanged 241
		SP:Iteration 5Q (70325.610000 sec): 3 clusters
  Score: Raw -440135.191317 + Penalty 2785.796447 = -437349.394869
  nChanged 220
		SP:Iteration 6Q (70325.710000 sec): 3 clusters
  Score: Raw -440306.744880 + Penalty 2785.796447 = -437520.948432
  nChanged 208
		SP:Iteration 7Q (70325.800000 sec): 3 clusters
  Score: Raw -440471.450368 + Penalty 2785.796447 = -437685.653921
  nChanged 181
		SP:Iteration 8Q (70325.900000 sec): 3 clusters
  Score: Raw -440646.547152 + Penalty 2785.796447 = -437860.750704
  nChanged 176
		SP:Iteration 9Q (70325.990000 sec): 3 clusters
  Score: Raw -440808.299412 + Penalty 2785.796447 = -438022.502964
  nChanged 139
		SP:Iteration 10Q (70326.090000 sec): 3 clusters
  Score: Raw -440911.143545 + Penalty 2785.796447 = -438125.347098
  nChanged 92
		SP:Iteration 11Q (70326.180000 sec): 3 clusters
  Score: Raw -440971.613958 + Penalty 2785.796447 = -438185.817511
  nChanged 87
		SP:Iteration 12Q (70326.280000 sec): 3 clusters
  Score: Raw -441019.953605 + Penalty 2785.796447 = -438234.157158
  nChanged 75
		SP:Iteration 13Q (70326.370000 sec): 3 clusters
  Score: Raw -441056.481114 + Penalty 2785.796447 = -438270.684666
  nChanged 59
		SP:Iteration 14Q (70326.470000 sec): 3 clusters
  Score: Raw -441083.127691 + Penalty 2785.796447 = -438297.331244
  nChanged 53
		SP:Iteration 15Q (70326.560000 sec): 3 clusters
  Score: Raw -441111.317841 + Penalty 2785.796447 = -438325.521394
  nChanged 40
		SP:Iteration 16Q (70326.650000 sec): 3 clusters
  Score: Raw -441129.759069 + Penalty 2785.796447 = -438343.962622
  nChanged 23
		SP:Iteration 17Q (70326.750000 sec): 3 clusters
  Score: Raw -441137.747453 + Penalty 2785.796447 = -438351.951006
  nChanged 21
		SP:Iteration 18Q (70326.840000 sec): 3 clusters
  Score: Raw -441148.124507 + Penalty 2785.796447 = -438362.328060
  nChanged 18
		SP:Iteration 19Q (70326.930000 sec): 3 clusters
  Score: Raw -441160.465647 + Penalty 2785.796447 = -438374.669199
  nChanged 20
		SP:Iteration 20F (70327.030000 sec): 3 clusters
  Score: Raw -441171.306389 + Penalty 2785.796447 = -438385.509941
  nChanged 23
		SP:Iteration 21Q (70327.120000 sec): 3 clusters
  Score: Raw -441181.481582 + Penalty 2785.796447 = -438395.685134
  nChanged 16
		SP:Iteration 22Q (70327.210000 sec): 3 clusters
  Score: Raw -441190.020046 + Penalty 2785.796447 = -438404.223599
  nChanged 15
		SP:Iteration 23Q (70327.310000 sec): 3 clusters
  Score: Raw -441196.599595 + Penalty 2785.796447 = -438410.803147
  nChanged 16
		SP:Iteration 24Q (70327.400000 sec): 3 clusters
  Score: Raw -441202.519981 + Penalty 2785.796447 = -438416.723534
  nChanged 17
		SP:Iteration 25Q (70327.490000 sec): 3 clusters
  Score: Raw -441208.962052 + Penalty 2785.796447 = -438423.165605
  nChanged 18
		SP:Iteration 26Q (70327.590000 sec): 3 clusters
  Score: Raw -441214.961552 + Penalty 2785.796447 = -438429.165104
  nChanged 12
		SP:Iteration 27Q (70327.680000 sec): 3 clusters
  Score: Raw -441218.037543 + Penalty 2785.796447 = -438432.241096
  nChanged 8
		SP:Iteration 28Q (70327.770000 sec): 3 clusters
  Score: Raw -441220.614944 + Penalty 2785.796447 = -438434.818497
  nChanged 5
		SP:Iteration 29Q (70327.870000 sec): 3 clusters
  Score: Raw -441222.994036 + Penalty 2785.796447 = -438437.197589
  nChanged 6
		SP:Iteration 30Q (70327.960000 sec): 3 clusters
  Score: Raw -441225.836689 + Penalty 2785.796447 = -438440.040242
  nChanged 6
		SP:Iteration 31Q (70328.050000 sec): 3 clusters
  Score: Raw -441229.083967 + Penalty 2785.796447 = -438443.287519
  nChanged 8
		SP:Iteration 32Q (70328.140000 sec): 3 clusters
  Score: Raw -441231.156397 + Penalty 2785.796447 = -438445.359949
  nChanged 2
		SP:Iteration 33Q (70328.240000 sec): 3 clusters
  Score: Raw -441231.507705 + Penalty 2785.796447 = -438445.711258
  nChanged 1
		SP:Iteration 34Q (70328.330000 sec): 3 clusters
  Score: Raw -441231.647600 + Penalty 2785.796447 = -438445.851152
  nChanged 0
		SP:Iteration 35F (70328.430000 sec): 3 clusters
  Score: Raw -441231.647600 + Penalty 2785.796447 = -438445.851152
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 68 (5961 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (70328.510000 sec): 2 clusters
  Score: Raw -488828.675707 + Penalty 1412.611449 = -487416.064258
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (70328.630000 sec): 3 clusters
  Score: Raw -485717.020989 + Penalty 2825.222898 = -482891.798092
  nChanged 2471
		SP:Iteration 1F (70328.730000 sec): 3 clusters
  Score: Raw -487452.692070 + Penalty 2825.222898 = -484627.469173
  nChanged 574
		SP:Iteration 2F (70328.830000 sec): 3 clusters
  Score: Raw -487964.996671 + Penalty 2825.222898 = -485139.773773
  nChanged 445
		SP:Iteration 3F (70328.940000 sec): 3 clusters
  Score: Raw -488353.634687 + Penalty 2825.222898 = -485528.411789
  nChanged 358
		SP:Iteration 4F (70329.040000 sec): 3 clusters
  Score: Raw -488650.195021 + Penalty 2825.222898 = -485824.972123
  nChanged 273
		SP:Iteration 5Q (70329.140000 sec): 3 clusters
  Score: Raw -488836.524038 + Penalty 2825.222898 = -486011.301141
  nChanged 217
		SP:Iteration 6Q (70329.250000 sec): 3 clusters
  Score: Raw -488969.534175 + Penalty 2825.222898 = -486144.311277
  nChanged 152
		SP:Iteration 7Q (70329.350000 sec): 3 clusters
  Score: Raw -489056.636202 + Penalty 2825.222898 = -486231.413304
  nChanged 142
		SP:Iteration 8Q (70329.450000 sec): 3 clusters
  Score: Raw -489146.757418 + Penalty 2825.222898 = -486321.534520
  nChanged 129
		SP:Iteration 9Q (70329.550000 sec): 3 clusters
  Score: Raw -489227.720163 + Penalty 2825.222898 = -486402.497265
  nChanged 115
		SP:Iteration 10Q (70329.650000 sec): 3 clusters
  Score: Raw -489295.345266 + Penalty 2825.222898 = -486470.122369
  nChanged 105
		SP:Iteration 11Q (70329.760000 sec): 3 clusters
  Score: Raw -489345.820662 + Penalty 2825.222898 = -486520.597764
  nChanged 87
		SP:Iteration 12Q (70329.860000 sec): 3 clusters
  Score: Raw -489384.794003 + Penalty 2825.222898 = -486559.571105
  nChanged 76
		SP:Iteration 13Q (70329.960000 sec): 3 clusters
  Score: Raw -489416.818599 + Penalty 2825.222898 = -486591.595702
  nChanged 81
		SP:Iteration 14Q (70330.060000 sec): 3 clusters
  Score: Raw -489448.449442 + Penalty 2825.222898 = -486623.226544
  nChanged 71
		SP:Iteration 15Q (70330.160000 sec): 3 clusters
  Score: Raw -489485.255305 + Penalty 2825.222898 = -486660.032407
  nChanged 60
		SP:Iteration 16Q (70330.260000 sec): 3 clusters
  Score: Raw -489516.148109 + Penalty 2825.222898 = -486690.925212
  nChanged 52
		SP:Iteration 17Q (70330.360000 sec): 3 clusters
  Score: Raw -489542.224366 + Penalty 2825.222898 = -486717.001468
  nChanged 47
		SP:Iteration 18Q (70330.460000 sec): 3 clusters
  Score: Raw -489562.965503 + Penalty 2825.222898 = -486737.742605
  nChanged 40
		SP:Iteration 19Q (70330.560000 sec): 3 clusters
  Score: Raw -489584.989598 + Penalty 2825.222898 = -486759.766701
  nChanged 38
		SP:Iteration 20F (70330.660000 sec): 3 clusters
  Score: Raw -489603.869827 + Penalty 2825.222898 = -486778.646930
  nChanged 32
		SP:Iteration 21Q (70330.760000 sec): 3 clusters
  Score: Raw -489613.629953 + Penalty 2825.222898 = -486788.407056
  nChanged 20
		SP:Iteration 22Q (70330.860000 sec): 3 clusters
  Score: Raw -489621.265773 + Penalty 2825.222898 = -486796.042876
  nChanged 15
		SP:Iteration 23Q (70330.960000 sec): 3 clusters
  Score: Raw -489627.335246 + Penalty 2825.222898 = -486802.112348
  nChanged 12
		SP:Iteration 24Q (70331.060000 sec): 3 clusters
  Score: Raw -489631.141258 + Penalty 2825.222898 = -486805.918360
  nChanged 8
		SP:Iteration 25Q (70331.160000 sec): 3 clusters
  Score: Raw -489633.653351 + Penalty 2825.222898 = -486808.430453
  nChanged 10
		SP:Iteration 26Q (70331.260000 sec): 3 clusters
  Score: Raw -489636.756226 + Penalty 2825.222898 = -486811.533328
  nChanged 9
		SP:Iteration 27Q (70331.350000 sec): 3 clusters
  Score: Raw -489639.216327 + Penalty 2825.222898 = -486813.993429
  nChanged 8
		SP:Iteration 28Q (70331.450000 sec): 3 clusters
  Score: Raw -489640.520185 + Penalty 2825.222898 = -486815.297287
  nChanged 6
		SP:Iteration 29Q (70331.550000 sec): 3 clusters
  Score: Raw -489642.168807 + Penalty 2825.222898 = -486816.945909
  nChanged 4
		SP:Iteration 30Q (70331.640000 sec): 3 clusters
  Score: Raw -489642.798861 + Penalty 2825.222898 = -486817.575963
  nChanged 2
		SP:Iteration 31Q (70331.740000 sec): 3 clusters
  Score: Raw -489643.187619 + Penalty 2825.222898 = -486817.964722
  nChanged 2
		SP:Iteration 32Q (70331.840000 sec): 3 clusters
  Score: Raw -489643.431859 + Penalty 2825.222898 = -486818.208961
  nChanged 0
		SP:Iteration 33F (70331.940000 sec): 3 clusters
  Score: Raw -489643.431859 + Penalty 2825.222898 = -486818.208961
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 69 (4267 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (70332.020000 sec): 2 clusters
  Score: Raw -346925.335665 + Penalty 1358.283271 = -345567.052394
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (70332.100000 sec): 3 clusters
  Score: Raw -344796.489962 + Penalty 2716.566542 = -342079.923420
  nChanged 1691
		SP:Iteration 1F (70332.180000 sec): 3 clusters
  Score: Raw -345839.940514 + Penalty 2716.566542 = -343123.373972
  nChanged 343
		SP:Iteration 2F (70332.260000 sec): 3 clusters
  Score: Raw -346120.718572 + Penalty 2716.566542 = -343404.152030
  nChanged 269
		SP:Iteration 3F (70332.340000 sec): 3 clusters
  Score: Raw -346311.790216 + Penalty 2716.566542 = -343595.223674
  nChanged 246
		SP:Iteration 4F (70332.420000 sec): 3 clusters
  Score: Raw -346464.285970 + Penalty 2716.566542 = -343747.719428
  nChanged 199
		SP:Iteration 5Q (70332.500000 sec): 3 clusters
  Score: Raw -346573.355569 + Penalty 2716.566542 = -343856.789027
  nChanged 170
		SP:Iteration 6Q (70332.580000 sec): 3 clusters
  Score: Raw -346677.856002 + Penalty 2716.566542 = -343961.289460
  nChanged 144
		SP:Iteration 7Q (70332.660000 sec): 3 clusters
  Score: Raw -346775.674131 + Penalty 2716.566542 = -344059.107589
  nChanged 131
		SP:Iteration 8Q (70332.740000 sec): 3 clusters
  Score: Raw -346861.931203 + Penalty 2716.566542 = -344145.364661
  nChanged 100
		SP:Iteration 9Q (70332.820000 sec): 3 clusters
  Score: Raw -346921.143035 + Penalty 2716.566542 = -344204.576493
  nChanged 88
		SP:Iteration 10Q (70332.900000 sec): 3 clusters
  Score: Raw -346970.948353 + Penalty 2716.566542 = -344254.381811
  nChanged 76
		SP:Iteration 11Q (70332.980000 sec): 3 clusters
  Score: Raw -347013.073062 + Penalty 2716.566542 = -344296.506520
  nChanged 62
		SP:Iteration 12Q (70333.060000 sec): 3 clusters
  Score: Raw -347040.524394 + Penalty 2716.566542 = -344323.957852
  nChanged 60
		SP:Iteration 13Q (70333.140000 sec): 3 clusters
  Score: Raw -347072.369940 + Penalty 2716.566542 = -344355.803398
  nChanged 63
		SP:Iteration 14Q (70333.220000 sec): 3 clusters
  Score: Raw -347102.306300 + Penalty 2716.566542 = -344385.739758
  nChanged 55
		SP:Iteration 15Q (70333.300000 sec): 3 clusters
  Score: Raw -347125.564834 + Penalty 2716.566542 = -344408.998291
  nChanged 54
		SP:Iteration 16Q (70333.390000 sec): 3 clusters
  Score: Raw -347143.477434 + Penalty 2716.566542 = -344426.910892
  nChanged 36
		SP:Iteration 17Q (70333.470000 sec): 3 clusters
  Score: Raw -347153.809370 + Penalty 2716.566542 = -344437.242828
  nChanged 16
		SP:Iteration 18Q (70333.550000 sec): 3 clusters
  Score: Raw -347157.695894 + Penalty 2716.566542 = -344441.129352
  nChanged 17
		SP:Iteration 19Q (70333.630000 sec): 3 clusters
  Score: Raw -347160.690445 + Penalty 2716.566542 = -344444.123903
  nChanged 11
		SP:Iteration 20F (70333.710000 sec): 3 clusters
  Score: Raw -347163.316750 + Penalty 2716.566542 = -344446.750208
  nChanged 9
		SP:Iteration 21Q (70333.790000 sec): 3 clusters
  Score: Raw -347165.975096 + Penalty 2716.566542 = -344449.408554
  nChanged 13
		SP:Iteration 22Q (70333.870000 sec): 3 clusters
  Score: Raw -347168.934548 + Penalty 2716.566542 = -344452.368006
  nChanged 10
		SP:Iteration 23Q (70333.950000 sec): 3 clusters
  Score: Raw -347171.494652 + Penalty 2716.566542 = -344454.928110
  nChanged 10
		SP:Iteration 24Q (70334.030000 sec): 3 clusters
  Score: Raw -347174.195169 + Penalty 2716.566542 = -344457.628627
  nChanged 10
		SP:Iteration 25Q (70334.110000 sec): 3 clusters
  Score: Raw -347176.763854 + Penalty 2716.566542 = -344460.197311
  nChanged 10
		SP:Iteration 26Q (70334.190000 sec): 3 clusters
  Score: Raw -347179.064184 + Penalty 2716.566542 = -344462.497642
  nChanged 4
		SP:Iteration 27Q (70334.270000 sec): 3 clusters
  Score: Raw -347180.746001 + Penalty 2716.566542 = -344464.179459
  nChanged 4
		SP:Iteration 28Q (70334.350000 sec): 3 clusters
  Score: Raw -347181.255445 + Penalty 2716.566542 = -344464.688903
  nChanged 3
		SP:Iteration 29Q (70334.440000 sec): 3 clusters
  Score: Raw -347181.776973 + Penalty 2716.566542 = -344465.210431
  nChanged 2
		SP:Iteration 30Q (70334.520000 sec): 3 clusters
  Score: Raw -347182.087405 + Penalty 2716.566542 = -344465.520863
  nChanged 1
		SP:Iteration 31Q (70334.600000 sec): 3 clusters
  Score: Raw -347182.168054 + Penalty 2716.566542 = -344465.601512
  nChanged 0
		SP:Iteration 32F (70334.670000 sec): 3 clusters
  Score: Raw -347182.168054 + Penalty 2716.566542 = -344465.601512
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 70 (3939 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (70334.750000 sec): 2 clusters
  Score: Raw -318227.903615 + Penalty 1345.285851 = -316882.617764
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (70334.820000 sec): 3 clusters
  Score: Raw -316273.761916 + Penalty 2690.571703 = -313583.190213
  nChanged 1555
		SP:Iteration 1F (70334.900000 sec): 3 clusters
  Score: Raw -317344.929806 + Penalty 2690.571703 = -314654.358103
  nChanged 379
		SP:Iteration 2F (70334.970000 sec): 3 clusters
  Score: Raw -317682.759724 + Penalty 2690.571703 = -314992.188021
  nChanged 279
		SP:Iteration 3F (70335.040000 sec): 3 clusters
  Score: Raw -317926.275843 + Penalty 2690.571703 = -315235.704140
  nChanged 244
		SP:Iteration 4F (70335.120000 sec): 3 clusters
  Score: Raw -318142.855540 + Penalty 2690.571703 = -315452.283837
  nChanged 223
		SP:Iteration 5F (70335.190000 sec): 3 clusters
  Score: Raw -318346.024375 + Penalty 2690.571703 = -315655.452672
  nChanged 192
		SP:Iteration 6Q (70335.270000 sec): 3 clusters
  Score: Raw -318542.981723 + Penalty 2690.571703 = -315852.410020
  nChanged 187
		SP:Iteration 7Q (70335.340000 sec): 3 clusters
  Score: Raw -318781.331552 + Penalty 2690.571703 = -316090.759849
  nChanged 187
		SP:Iteration 8Q (70335.410000 sec): 3 clusters
  Score: Raw -319026.137968 + Penalty 2690.571703 = -316335.566265
  nChanged 167
		SP:Iteration 9Q (70335.480000 sec): 3 clusters
  Score: Raw -319217.887456 + Penalty 2690.571703 = -316527.315753
  nChanged 120
		SP:Iteration 10Q (70335.560000 sec): 3 clusters
  Score: Raw -319380.948146 + Penalty 2690.571703 = -316690.376443
  nChanged 129
		SP:Iteration 11Q (70335.630000 sec): 3 clusters
  Score: Raw -319523.847783 + Penalty 2690.571703 = -316833.276080
  nChanged 102
		SP:Iteration 12Q (70335.700000 sec): 3 clusters
  Score: Raw -319633.891141 + Penalty 2690.571703 = -316943.319438
  nChanged 76
		SP:Iteration 13Q (70335.770000 sec): 3 clusters
  Score: Raw -319699.411725 + Penalty 2690.571703 = -317008.840022
  nChanged 52
		SP:Iteration 14Q (70335.840000 sec): 3 clusters
  Score: Raw -319736.796529 + Penalty 2690.571703 = -317046.224826
  nChanged 45
		SP:Iteration 15Q (70335.910000 sec): 3 clusters
  Score: Raw -319771.548174 + Penalty 2690.571703 = -317080.976471
  nChanged 31
		SP:Iteration 16Q (70335.980000 sec): 3 clusters
  Score: Raw -319793.826476 + Penalty 2690.571703 = -317103.254773
  nChanged 19
		SP:Iteration 17Q (70336.050000 sec): 3 clusters
  Score: Raw -319810.486878 + Penalty 2690.571703 = -317119.915175
  nChanged 20
		SP:Iteration 18Q (70336.120000 sec): 3 clusters
  Score: Raw -319825.752132 + Penalty 2690.571703 = -317135.180429
  nChanged 22
		SP:Iteration 19Q (70336.190000 sec): 3 clusters
  Score: Raw -319838.378532 + Penalty 2690.571703 = -317147.806829
  nChanged 14
		SP:Iteration 20F (70336.260000 sec): 3 clusters
  Score: Raw -319851.369598 + Penalty 2690.571703 = -317160.797895
  nChanged 10
		SP:Iteration 21Q (70336.330000 sec): 3 clusters
  Score: Raw -319862.629564 + Penalty 2690.571703 = -317172.057861
  nChanged 12
		SP:Iteration 22Q (70336.400000 sec): 3 clusters
  Score: Raw -319872.378315 + Penalty 2690.571703 = -317181.806612
  nChanged 11
		SP:Iteration 23Q (70336.470000 sec): 3 clusters
  Score: Raw -319878.901814 + Penalty 2690.571703 = -317188.330111
  nChanged 10
		SP:Iteration 24Q (70336.540000 sec): 3 clusters
  Score: Raw -319884.625018 + Penalty 2690.571703 = -317194.053315
  nChanged 9
		SP:Iteration 25Q (70336.610000 sec): 3 clusters
  Score: Raw -319889.607440 + Penalty 2690.571703 = -317199.035737
  nChanged 11
		SP:Iteration 26Q (70336.680000 sec): 3 clusters
  Score: Raw -319895.647495 + Penalty 2690.571703 = -317205.075792
  nChanged 5
		SP:Iteration 27Q (70336.750000 sec): 3 clusters
  Score: Raw -319897.028213 + Penalty 2690.571703 = -317206.456510
  nChanged 2
		SP:Iteration 28Q (70336.820000 sec): 3 clusters
  Score: Raw -319897.310595 + Penalty 2690.571703 = -317206.738892
  nChanged 0
		SP:Iteration 29F (70336.900000 sec): 3 clusters
  Score: Raw -319897.310595 + Penalty 2690.571703 = -317206.738892
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 101.
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 71 (6840 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (70336.980000 sec): 2 clusters
  Score: Raw -582736.048647 + Penalty 1434.963239 = -581301.085408
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (70337.110000 sec): 3 clusters
  Score: Raw -579092.551409 + Penalty 2869.926478 = -576222.624931
  nChanged 2843
		SP:Iteration 1F (70337.220000 sec): 3 clusters
  Score: Raw -580697.265383 + Penalty 2869.926478 = -577827.338905
  nChanged 477
		SP:Iteration 2F (70337.320000 sec): 3 clusters
  Score: Raw -580997.623103 + Penalty 2869.926478 = -578127.696625
  nChanged 412
		SP:Iteration 3F (70337.430000 sec): 3 clusters
  Score: Raw -581282.667450 + Penalty 2869.926478 = -578412.740971
  nChanged 381
		SP:Iteration 4F (70337.540000 sec): 3 clusters
  Score: Raw -581580.242037 + Penalty 2869.926478 = -578710.315559
  nChanged 348
		SP:Iteration 5F (70337.650000 sec): 3 clusters
  Score: Raw -581832.777169 + Penalty 2869.926478 = -578962.850691
  nChanged 339
		SP:Iteration 6Q (70337.760000 sec): 3 clusters
  Score: Raw -582085.564992 + Penalty 2869.926478 = -579215.638514
  nChanged 312
		SP:Iteration 7Q (70337.870000 sec): 3 clusters
  Score: Raw -582308.514709 + Penalty 2869.926478 = -579438.588231
  nChanged 273
		SP:Iteration 8Q (70337.980000 sec): 3 clusters
  Score: Raw -582509.153826 + Penalty 2869.926478 = -579639.227347
  nChanged 253
		SP:Iteration 9Q (70338.100000 sec): 3 clusters
  Score: Raw -582680.407459 + Penalty 2869.926478 = -579810.480981
  nChanged 201
		SP:Iteration 10Q (70338.220000 sec): 3 clusters
  Score: Raw -582812.700209 + Penalty 2869.926478 = -579942.773731
  nChanged 181
		SP:Iteration 11Q (70338.340000 sec): 3 clusters
  Score: Raw -582918.330868 + Penalty 2869.926478 = -580048.404389
  nChanged 176
		SP:Iteration 12Q (70338.460000 sec): 3 clusters
  Score: Raw -583012.339003 + Penalty 2869.926478 = -580142.412524
  nChanged 129
		SP:Iteration 13Q (70338.570000 sec): 3 clusters
  Score: Raw -583079.516413 + Penalty 2869.926478 = -580209.589934
  nChanged 111
		SP:Iteration 14Q (70338.680000 sec): 3 clusters
  Score: Raw -583128.998670 + Penalty 2869.926478 = -580259.072191
  nChanged 85
		SP:Iteration 15Q (70338.790000 sec): 3 clusters
  Score: Raw -583164.803576 + Penalty 2869.926478 = -580294.877098
  nChanged 70
		SP:Iteration 16Q (70338.900000 sec): 3 clusters
  Score: Raw -583189.051547 + Penalty 2869.926478 = -580319.125069
  nChanged 56
		SP:Iteration 17Q (70339.010000 sec): 3 clusters
  Score: Raw -583207.427489 + Penalty 2869.926478 = -580337.501010
  nChanged 50
		SP:Iteration 18Q (70339.130000 sec): 3 clusters
  Score: Raw -583221.601454 + Penalty 2869.926478 = -580351.674975
  nChanged 44
		SP:Iteration 19Q (70339.240000 sec): 3 clusters
  Score: Raw -583230.959389 + Penalty 2869.926478 = -580361.032911
  nChanged 34
		SP:Iteration 20F (70339.360000 sec): 3 clusters
  Score: Raw -583237.379384 + Penalty 2869.926478 = -580367.452905
  nChanged 14
		SP:Iteration 21Q (70339.480000 sec): 3 clusters
  Score: Raw -583241.579350 + Penalty 2869.926478 = -580371.652871
  nChanged 16
		SP:Iteration 22Q (70339.590000 sec): 3 clusters
  Score: Raw -583244.997646 + Penalty 2869.926478 = -580375.071168
  nChanged 19
		SP:Iteration 23Q (70339.710000 sec): 3 clusters
  Score: Raw -583250.487145 + Penalty 2869.926478 = -580380.560667
  nChanged 30
		SP:Iteration 24Q (70339.820000 sec): 3 clusters
  Score: Raw -583256.638458 + Penalty 2869.926478 = -580386.711979
  nChanged 26
		SP:Iteration 25Q (70339.930000 sec): 3 clusters
  Score: Raw -583263.741358 + Penalty 2869.926478 = -580393.814880
  nChanged 31
		SP:Iteration 26Q (70340.040000 sec): 3 clusters
  Score: Raw -583273.857865 + Penalty 2869.926478 = -580403.931387
  nChanged 32
		SP:Iteration 27Q (70340.160000 sec): 3 clusters
  Score: Raw -583283.029236 + Penalty 2869.926478 = -580413.102757
  nChanged 26
		SP:Iteration 28Q (70340.280000 sec): 3 clusters
  Score: Raw -583290.497855 + Penalty 2869.926478 = -580420.571377
  nChanged 18
		SP:Iteration 29Q (70340.380000 sec): 3 clusters
  Score: Raw -583294.629430 + Penalty 2869.926478 = -580424.702952
  nChanged 17
		SP:Iteration 30Q (70340.490000 sec): 3 clusters
  Score: Raw -583297.675212 + Penalty 2869.926478 = -580427.748734
  nChanged 15
		SP:Iteration 31Q (70340.590000 sec): 3 clusters
  Score: Raw -583300.263316 + Penalty 2869.926478 = -580430.336838
  nChanged 14
		SP:Iteration 32Q (70340.700000 sec): 3 clusters
  Score: Raw -583302.893645 + Penalty 2869.926478 = -580432.967166
  nChanged 16
		SP:Iteration 33Q (70340.800000 sec): 3 clusters
  Score: Raw -583307.455836 + Penalty 2869.926478 = -580437.529358
  nChanged 12
		SP:Iteration 34Q (70340.910000 sec): 3 clusters
  Score: Raw -583309.385734 + Penalty 2869.926478 = -580439.459255
  nChanged 9
		SP:Iteration 35Q (70341.010000 sec): 3 clusters
  Score: Raw -583310.654397 + Penalty 2869.926478 = -580440.727919
  nChanged 16
		SP:Iteration 36Q (70341.120000 sec): 3 clusters
  Score: Raw -583313.736171 + Penalty 2869.926478 = -580443.809692
  nChanged 12
		SP:Iteration 37Q (70341.230000 sec): 3 clusters
  Score: Raw -583316.365216 + Penalty 2869.926478 = -580446.438738
  nChanged 11
		SP:Iteration 38Q (70341.330000 sec): 3 clusters
  Score: Raw -583318.221108 + Penalty 2869.926478 = -580448.294629
  nChanged 9
		SP:Iteration 39Q (70341.440000 sec): 3 clusters
  Score: Raw -583319.424190 + Penalty 2869.926478 = -580449.497712
  nChanged 10
		SP:Iteration 40F (70341.550000 sec): 3 clusters
  Score: Raw -583320.729827 + Penalty 2869.926478 = -580450.803349
  nChanged 11
		SP:Iteration 41Q (70341.660000 sec): 3 clusters
  Score: Raw -583322.738571 + Penalty 2869.926478 = -580452.812093
  nChanged 9
		SP:Iteration 42Q (70341.770000 sec): 3 clusters
  Score: Raw -583323.708469 + Penalty 2869.926478 = -580453.781991
  nChanged 6
		SP:Iteration 43Q (70341.890000 sec): 3 clusters
  Score: Raw -583324.662302 + Penalty 2869.926478 = -580454.735823
  nChanged 7
		SP:Iteration 44Q (70342.010000 sec): 3 clusters
  Score: Raw -583325.974331 + Penalty 2869.926478 = -580456.047852
  nChanged 5
		SP:Iteration 45Q (70342.130000 sec): 3 clusters
  Score: Raw -583326.676593 + Penalty 2869.926478 = -580456.750115
  nChanged 1
		SP:Iteration 46Q (70342.240000 sec): 3 clusters
  Score: Raw -583327.048341 + Penalty 2869.926478 = -580457.121862
  nChanged 2
		SP:Iteration 47Q (70342.360000 sec): 3 clusters
  Score: Raw -583327.342612 + Penalty 2869.926478 = -580457.416133
  nChanged 1
		SP:Iteration 48Q (70342.470000 sec): 3 clusters
  Score: Raw -583327.640404 + Penalty 2869.926478 = -580457.713926
  nChanged 3
		SP:Iteration 49Q (70342.590000 sec): 3 clusters
  Score: Raw -583327.970806 + Penalty 2869.926478 = -580458.044328
  nChanged 2
		SP:Iteration 50Q (70342.710000 sec): 3 clusters
  Score: Raw -583328.310562 + Penalty 2869.926478 = -580458.384084
  nChanged 2
		SP:Iteration 51Q (70342.820000 sec): 3 clusters
  Score: Raw -583328.661219 + Penalty 2869.926478 = -580458.734741
  nChanged 3
		SP:Iteration 52Q (70342.930000 sec): 3 clusters
  Score: Raw -583328.886415 + Penalty 2869.926478 = -580458.959936
  nChanged 0
		SP:Iteration 53F (70343.040000 sec): 3 clusters
  Score: Raw -583328.886415 + Penalty 2869.926478 = -580458.959936
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 72 (3652 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (70343.110000 sec): 2 clusters
  Score: Raw -335347.529956 + Penalty 1332.992414 = -334014.537542
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (70343.220000 sec): 3 clusters
  Score: Raw -333598.862435 + Penalty 2665.984829 = -330932.877606
  nChanged 1417
		SP:Iteration 1F (70343.330000 sec): 3 clusters
  Score: Raw -334365.407751 + Penalty 2665.984829 = -331699.422922
  nChanged 295
		SP:Iteration 2F (70343.400000 sec): 3 clusters
  Score: Raw -334572.788464 + Penalty 2665.984829 = -331906.803635
  nChanged 218
		SP:Iteration 3F (70343.460000 sec): 3 clusters
  Score: Raw -334727.062612 + Penalty 2665.984829 = -332061.077783
  nChanged 214
		SP:Iteration 4F (70343.530000 sec): 3 clusters
  Score: Raw -334902.228715 + Penalty 2665.984829 = -332236.243886
  nChanged 218
		SP:Iteration 5F (70343.600000 sec): 3 clusters
  Score: Raw -335102.814361 + Penalty 2665.984829 = -332436.829532
  nChanged 212
		SP:Iteration 6F (70343.660000 sec): 3 clusters
  Score: Raw -335306.791034 + Penalty 2665.984829 = -332640.806205
  nChanged 201
		SP:Iteration 7F (70343.730000 sec): 3 clusters
  Score: Raw -335506.037602 + Penalty 2665.984829 = -332840.052773
  nChanged 182
		SP:Iteration 8Q (70343.800000 sec): 3 clusters
  Score: Raw -335657.305635 + Penalty 2665.984829 = -332991.320806
  nChanged 146
		SP:Iteration 9Q (70343.870000 sec): 3 clusters
  Score: Raw -335751.563939 + Penalty 2665.984829 = -333085.579110
  nChanged 92
		SP:Iteration 10Q (70343.940000 sec): 3 clusters
  Score: Raw -335808.683866 + Penalty 2665.984829 = -333142.699037
  nChanged 71
		SP:Iteration 11Q (70344.000000 sec): 3 clusters
  Score: Raw -335855.453635 + Penalty 2665.984829 = -333189.468806
  nChanged 63
		SP:Iteration 12Q (70344.070000 sec): 3 clusters
  Score: Raw -335896.159320 + Penalty 2665.984829 = -333230.174491
  nChanged 58
		SP:Iteration 13Q (70344.140000 sec): 3 clusters
  Score: Raw -335936.872334 + Penalty 2665.984829 = -333270.887505
  nChanged 47
		SP:Iteration 14Q (70344.210000 sec): 3 clusters
  Score: Raw -335959.075871 + Penalty 2665.984829 = -333293.091043
  nChanged 39
		SP:Iteration 15Q (70344.280000 sec): 3 clusters
  Score: Raw -335978.978858 + Penalty 2665.984829 = -333312.994029
  nChanged 22
		SP:Iteration 16Q (70344.350000 sec): 3 clusters
  Score: Raw -335988.883102 + Penalty 2665.984829 = -333322.898273
  nChanged 15
		SP:Iteration 17Q (70344.420000 sec): 3 clusters
  Score: Raw -335993.717585 + Penalty 2665.984829 = -333327.732757
  nChanged 15
		SP:Iteration 18Q (70344.480000 sec): 3 clusters
  Score: Raw -335999.717136 + Penalty 2665.984829 = -333333.732307
  nChanged 20
		SP:Iteration 19Q (70344.550000 sec): 3 clusters
  Score: Raw -336006.933445 + Penalty 2665.984829 = -333340.948616
  nChanged 21
		SP:Iteration 20F (70344.620000 sec): 3 clusters
  Score: Raw -336013.760613 + Penalty 2665.984829 = -333347.775785
  nChanged 16
		SP:Iteration 21Q (70344.690000 sec): 3 clusters
  Score: Raw -336020.517325 + Penalty 2665.984829 = -333354.532497
  nChanged 17
		SP:Iteration 22Q (70344.760000 sec): 3 clusters
  Score: Raw -336026.212934 + Penalty 2665.984829 = -333360.228106
  nChanged 13
		SP:Iteration 23Q (70344.820000 sec): 3 clusters
  Score: Raw -336030.421203 + Penalty 2665.984829 = -333364.436374
  nChanged 15
		SP:Iteration 24Q (70344.890000 sec): 3 clusters
  Score: Raw -336035.659472 + Penalty 2665.984829 = -333369.674644
  nChanged 14
		SP:Iteration 25Q (70344.960000 sec): 3 clusters
  Score: Raw -336040.532978 + Penalty 2665.984829 = -333374.548149
  nChanged 9
		SP:Iteration 26Q (70345.030000 sec): 3 clusters
  Score: Raw -336043.495119 + Penalty 2665.984829 = -333377.510290
  nChanged 4
		SP:Iteration 27Q (70345.100000 sec): 3 clusters
  Score: Raw -336044.972134 + Penalty 2665.984829 = -333378.987306
  nChanged 6
		SP:Iteration 28Q (70345.170000 sec): 3 clusters
  Score: Raw -336046.413971 + Penalty 2665.984829 = -333380.429143
  nChanged 5
		SP:Iteration 29Q (70345.240000 sec): 3 clusters
  Score: Raw -336047.516767 + Penalty 2665.984829 = -333381.531938
  nChanged 5
		SP:Iteration 30Q (70345.300000 sec): 3 clusters
  Score: Raw -336048.528733 + Penalty 2665.984829 = -333382.543904
  nChanged 4
		SP:Iteration 31Q (70345.370000 sec): 3 clusters
  Score: Raw -336049.830247 + Penalty 2665.984829 = -333383.845418
  nChanged 1
		SP:Iteration 32Q (70345.440000 sec): 3 clusters
  Score: Raw -336050.108877 + Penalty 2665.984829 = -333384.124048
  nChanged 1
		SP:Iteration 33Q (70345.510000 sec): 3 clusters
  Score: Raw -336050.676675 + Penalty 2665.984829 = -333384.691846
  nChanged 5
		SP:Iteration 34Q (70345.580000 sec): 3 clusters
  Score: Raw -336051.855343 + Penalty 2665.984829 = -333385.870515
  nChanged 2
		SP:Iteration 35Q (70345.650000 sec): 3 clusters
  Score: Raw -336052.901366 + Penalty 2665.984829 = -333386.916537
  nChanged 5
		SP:Iteration 36Q (70345.720000 sec): 3 clusters
  Score: Raw -336054.281753 + Penalty 2665.984829 = -333388.296924
  nChanged 2
		SP:Iteration 37Q (70345.780000 sec): 3 clusters
  Score: Raw -336055.015157 + Penalty 2665.984829 = -333389.030329
  nChanged 2
		SP:Iteration 38Q (70345.850000 sec): 3 clusters
  Score: Raw -336055.545926 + Penalty 2665.984829 = -333389.561098
  nChanged 0
		SP:Iteration 39F (70345.920000 sec): 3 clusters
  Score: Raw -336055.545926 + Penalty 2665.984829 = -333389.561098
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 73 (2736 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (70345.980000 sec): 2 clusters
  Score: Raw -212402.459798 + Penalty 1286.065995 = -211116.393802
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (70346.040000 sec): 3 clusters
  Score: Raw -211254.002672 + Penalty 2572.131991 = -208681.870681
  nChanged 1005
		SP:Iteration 1F (70346.090000 sec): 3 clusters
  Score: Raw -212191.687469 + Penalty 2572.131991 = -209619.555478
  nChanged 310
		SP:Iteration 2F (70346.140000 sec): 3 clusters
  Score: Raw -212555.459919 + Penalty 2572.131991 = -209983.327928
  nChanged 219
		SP:Iteration 3F (70346.190000 sec): 3 clusters
  Score: Raw -212808.801112 + Penalty 2572.131991 = -210236.669121
  nChanged 147
		SP:Iteration 4F (70346.240000 sec): 3 clusters
  Score: Raw -212986.195711 + Penalty 2572.131991 = -210414.063720
  nChanged 124
		SP:Iteration 5Q (70346.290000 sec): 3 clusters
  Score: Raw -213121.207389 + Penalty 2572.131991 = -210549.075398
  nChanged 105
		SP:Iteration 6Q (70346.340000 sec): 3 clusters
  Score: Raw -213211.802256 + Penalty 2572.131991 = -210639.670265
  nChanged 80
		SP:Iteration 7Q (70346.390000 sec): 3 clusters
  Score: Raw -213277.079983 + Penalty 2572.131991 = -210704.947992
  nChanged 63
		SP:Iteration 8Q (70346.440000 sec): 3 clusters
  Score: Raw -213318.685464 + Penalty 2572.131991 = -210746.553474
  nChanged 30
		SP:Iteration 9Q (70346.500000 sec): 3 clusters
  Score: Raw -213332.364903 + Penalty 2572.131991 = -210760.232912
  nChanged 23
		SP:Iteration 10Q (70346.540000 sec): 3 clusters
  Score: Raw -213342.212027 + Penalty 2572.131991 = -210770.080037
  nChanged 17
		SP:Iteration 11Q (70346.600000 sec): 3 clusters
  Score: Raw -213348.296170 + Penalty 2572.131991 = -210776.164180
  nChanged 13
		SP:Iteration 12Q (70346.650000 sec): 3 clusters
  Score: Raw -213353.874730 + Penalty 2572.131991 = -210781.742739
  nChanged 19
		SP:Iteration 13Q (70346.700000 sec): 3 clusters
  Score: Raw -213361.818324 + Penalty 2572.131991 = -210789.686334
  nChanged 14
		SP:Iteration 14Q (70346.750000 sec): 3 clusters
  Score: Raw -213370.624097 + Penalty 2572.131991 = -210798.492106
  nChanged 25
		SP:Iteration 15Q (70346.800000 sec): 3 clusters
  Score: Raw -213385.966180 + Penalty 2572.131991 = -210813.834189
  nChanged 27
		SP:Iteration 16Q (70346.850000 sec): 3 clusters
  Score: Raw -213410.716394 + Penalty 2572.131991 = -210838.584404
  nChanged 22
		SP:Iteration 17Q (70346.900000 sec): 3 clusters
  Score: Raw -213424.122463 + Penalty 2572.131991 = -210851.990472
  nChanged 12
		SP:Iteration 18Q (70346.950000 sec): 3 clusters
  Score: Raw -213435.299342 + Penalty 2572.131991 = -210863.167352
  nChanged 18
		SP:Iteration 19Q (70347.000000 sec): 3 clusters
  Score: Raw -213445.630277 + Penalty 2572.131991 = -210873.498287
  nChanged 13
		SP:Iteration 20F (70347.050000 sec): 3 clusters
  Score: Raw -213453.238971 + Penalty 2572.131991 = -210881.106980
  nChanged 15
		SP:Iteration 21Q (70347.100000 sec): 3 clusters
  Score: Raw -213461.124181 + Penalty 2572.131991 = -210888.992190
  nChanged 14
		SP:Iteration 22Q (70347.150000 sec): 3 clusters
  Score: Raw -213469.686456 + Penalty 2572.131991 = -210897.554465
  nChanged 14
		SP:Iteration 23Q (70347.200000 sec): 3 clusters
  Score: Raw -213477.255900 + Penalty 2572.131991 = -210905.123910
  nChanged 17
		SP:Iteration 24Q (70347.260000 sec): 3 clusters
  Score: Raw -213484.124695 + Penalty 2572.131991 = -210911.992704
  nChanged 11
		SP:Iteration 25Q (70347.300000 sec): 3 clusters
  Score: Raw -213491.867864 + Penalty 2572.131991 = -210919.735874
  nChanged 16
		SP:Iteration 26Q (70347.360000 sec): 3 clusters
  Score: Raw -213502.998264 + Penalty 2572.131991 = -210930.866274
  nChanged 16
		SP:Iteration 27Q (70347.400000 sec): 3 clusters
  Score: Raw -213526.457911 + Penalty 2572.131991 = -210954.325920
  nChanged 22
		SP:Iteration 28Q (70347.460000 sec): 3 clusters
  Score: Raw -213541.972060 + Penalty 2572.131991 = -210969.840070
  nChanged 15
		SP:Iteration 29Q (70347.500000 sec): 3 clusters
  Score: Raw -213548.609831 + Penalty 2572.131991 = -210976.477841
  nChanged 9
		SP:Iteration 30Q (70347.560000 sec): 3 clusters
  Score: Raw -213550.581457 + Penalty 2572.131991 = -210978.449466
  nChanged 3
		SP:Iteration 31Q (70347.610000 sec): 3 clusters
  Score: Raw -213551.541718 + Penalty 2572.131991 = -210979.409727
  nChanged 4
		SP:Iteration 32Q (70347.660000 sec): 3 clusters
  Score: Raw -213552.617998 + Penalty 2572.131991 = -210980.486007
  nChanged 1
		SP:Iteration 33Q (70347.710000 sec): 3 clusters
  Score: Raw -213552.740950 + Penalty 2572.131991 = -210980.608959
  nChanged 1
		SP:Iteration 34Q (70347.760000 sec): 3 clusters
  Score: Raw -213552.882412 + Penalty 2572.131991 = -210980.750421
  nChanged 0
		SP:Iteration 35F (70347.810000 sec): 3 clusters
  Score: Raw -213552.882412 + Penalty 2572.131991 = -210980.750421
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 74 (7947 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (70347.900000 sec): 2 clusters
  Score: Raw -698609.739466 + Penalty 1459.339339 = -697150.400127
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (70348.060000 sec): 3 clusters
  Score: Raw -694193.217562 + Penalty 2918.678678 = -691274.538884
  nChanged 3313
		SP:Iteration 1F (70348.180000 sec): 3 clusters
  Score: Raw -696162.720228 + Penalty 2918.678678 = -693244.041551
  nChanged 591
		SP:Iteration 2F (70348.310000 sec): 3 clusters
  Score: Raw -696508.733273 + Penalty 2918.678678 = -693590.054595
  nChanged 498
		SP:Iteration 3F (70348.440000 sec): 3 clusters
  Score: Raw -696806.804321 + Penalty 2918.678678 = -693888.125643
  nChanged 440
		SP:Iteration 4F (70348.560000 sec): 3 clusters
  Score: Raw -697072.067612 + Penalty 2918.678678 = -694153.388934
  nChanged 413
		SP:Iteration 5F (70348.690000 sec): 3 clusters
  Score: Raw -697334.120563 + Penalty 2918.678678 = -694415.441885
  nChanged 393
		SP:Iteration 6Q (70348.820000 sec): 3 clusters
  Score: Raw -697604.087506 + Penalty 2918.678678 = -694685.408828
  nChanged 363
		SP:Iteration 7Q (70348.960000 sec): 3 clusters
  Score: Raw -697863.205805 + Penalty 2918.678678 = -694944.527127
  nChanged 326
		SP:Iteration 8Q (70349.090000 sec): 3 clusters
  Score: Raw -698106.049625 + Penalty 2918.678678 = -695187.370947
  nChanged 275
		SP:Iteration 9Q (70349.220000 sec): 3 clusters
  Score: Raw -698320.923992 + Penalty 2918.678678 = -695402.245314
  nChanged 230
		SP:Iteration 10Q (70349.350000 sec): 3 clusters
  Score: Raw -698512.245864 + Penalty 2918.678678 = -695593.567186
  nChanged 165
		SP:Iteration 11Q (70349.480000 sec): 3 clusters
  Score: Raw -698638.672868 + Penalty 2918.678678 = -695719.994190
  nChanged 114
		SP:Iteration 12Q (70349.600000 sec): 3 clusters
  Score: Raw -698725.615347 + Penalty 2918.678678 = -695806.936669
  nChanged 67
		SP:Iteration 13Q (70349.720000 sec): 3 clusters
  Score: Raw -698781.642108 + Penalty 2918.678678 = -695862.963430
  nChanged 63
		SP:Iteration 14Q (70349.840000 sec): 3 clusters
  Score: Raw -698823.460857 + Penalty 2918.678678 = -695904.782179
  nChanged 38
		SP:Iteration 15Q (70349.960000 sec): 3 clusters
  Score: Raw -698847.678118 + Penalty 2918.678678 = -695928.999440
  nChanged 25
		SP:Iteration 16Q (70350.070000 sec): 3 clusters
  Score: Raw -698867.625975 + Penalty 2918.678678 = -695948.947297
  nChanged 23
		SP:Iteration 17Q (70350.190000 sec): 3 clusters
  Score: Raw -698882.690859 + Penalty 2918.678678 = -695964.012181
  nChanged 24
		SP:Iteration 18Q (70350.300000 sec): 3 clusters
  Score: Raw -698895.676530 + Penalty 2918.678678 = -695976.997852
  nChanged 17
		SP:Iteration 19Q (70350.420000 sec): 3 clusters
  Score: Raw -698902.620647 + Penalty 2918.678678 = -695983.941969
  nChanged 7
		SP:Iteration 20F (70350.540000 sec): 3 clusters
  Score: Raw -698907.827841 + Penalty 2918.678678 = -695989.149163
  nChanged 8
		SP:Iteration 21Q (70350.660000 sec): 3 clusters
  Score: Raw -698911.305850 + Penalty 2918.678678 = -695992.627173
  nChanged 2
		SP:Iteration 22Q (70350.780000 sec): 3 clusters
  Score: Raw -698911.969645 + Penalty 2918.678678 = -695993.290967
  nChanged 3
		SP:Iteration 23Q (70350.900000 sec): 3 clusters
  Score: Raw -698913.820234 + Penalty 2918.678678 = -695995.141556
  nChanged 7
		SP:Iteration 24Q (70351.020000 sec): 3 clusters
  Score: Raw -698916.976684 + Penalty 2918.678678 = -695998.298006
  nChanged 5
		SP:Iteration 25Q (70351.140000 sec): 3 clusters
  Score: Raw -698919.908557 + Penalty 2918.678678 = -696001.229880
  nChanged 2
		SP:Iteration 26Q (70351.270000 sec): 3 clusters
  Score: Raw -698922.536223 + Penalty 2918.678678 = -696003.857545
  nChanged 5
		SP:Iteration 27Q (70351.400000 sec): 3 clusters
  Score: Raw -698930.707264 + Penalty 2918.678678 = -696012.028586
  nChanged 8
		SP:Iteration 28Q (70351.520000 sec): 3 clusters
  Score: Raw -698937.155354 + Penalty 2918.678678 = -696018.476676
  nChanged 5
		SP:Iteration 29Q (70351.640000 sec): 3 clusters
  Score: Raw -698939.226963 + Penalty 2918.678678 = -696020.548286
  nChanged 3
		SP:Iteration 30Q (70351.770000 sec): 3 clusters
  Score: Raw -698940.635343 + Penalty 2918.678678 = -696021.956665
  nChanged 2
		SP:Iteration 31Q (70351.890000 sec): 3 clusters
  Score: Raw -698941.727139 + Penalty 2918.678678 = -696023.048462
  nChanged 0
		SP:Iteration 32F (70352.020000 sec): 3 clusters
  Score: Raw -698941.727139 + Penalty 2918.678678 = -696023.048462
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 75 (2821 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (70352.090000 sec): 2 clusters
  Score: Raw -235274.340987 + Penalty 1291.037591 = -233983.303396
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (70352.150000 sec): 3 clusters
  Score: Raw -233948.577362 + Penalty 2582.075181 = -231366.502181
  nChanged 1054
		SP:Iteration 1F (70352.200000 sec): 3 clusters
  Score: Raw -234628.478677 + Penalty 2582.075181 = -232046.403496
  nChanged 237
		SP:Iteration 2F (70352.260000 sec): 3 clusters
  Score: Raw -234814.536861 + Penalty 2582.075181 = -232232.461680
  nChanged 169
		SP:Iteration 3F (70352.310000 sec): 3 clusters
  Score: Raw -234949.527519 + Penalty 2582.075181 = -232367.452338
  nChanged 134
		SP:Iteration 4Q (70352.360000 sec): 3 clusters
  Score: Raw -235050.903188 + Penalty 2582.075181 = -232468.828007
  nChanged 125
		SP:Iteration 5Q (70352.420000 sec): 3 clusters
  Score: Raw -235148.013546 + Penalty 2582.075181 = -232565.938365
  nChanged 122
		SP:Iteration 6Q (70352.470000 sec): 3 clusters
  Score: Raw -235215.815166 + Penalty 2582.075181 = -232633.739985
  nChanged 85
		SP:Iteration 7Q (70352.520000 sec): 3 clusters
  Score: Raw -235271.362974 + Penalty 2582.075181 = -232689.287793
  nChanged 94
		SP:Iteration 8Q (70352.580000 sec): 3 clusters
  Score: Raw -235335.083657 + Penalty 2582.075181 = -232753.008476
  nChanged 76
		SP:Iteration 9Q (70352.630000 sec): 3 clusters
  Score: Raw -235381.655772 + Penalty 2582.075181 = -232799.580591
  nChanged 74
		SP:Iteration 10Q (70352.680000 sec): 3 clusters
  Score: Raw -235429.308593 + Penalty 2582.075181 = -232847.233412
  nChanged 76
		SP:Iteration 11Q (70352.730000 sec): 3 clusters
  Score: Raw -235470.380341 + Penalty 2582.075181 = -232888.305160
  nChanged 55
		SP:Iteration 12Q (70352.790000 sec): 3 clusters
  Score: Raw -235502.363529 + Penalty 2582.075181 = -232920.288348
  nChanged 51
		SP:Iteration 13Q (70352.840000 sec): 3 clusters
  Score: Raw -235529.222078 + Penalty 2582.075181 = -232947.146897
  nChanged 49
		SP:Iteration 14Q (70352.890000 sec): 3 clusters
  Score: Raw -235561.573132 + Penalty 2582.075181 = -232979.497951
  nChanged 45
		SP:Iteration 15Q (70352.940000 sec): 3 clusters
  Score: Raw -235587.822405 + Penalty 2582.075181 = -233005.747224
  nChanged 41
		SP:Iteration 16Q (70353.000000 sec): 3 clusters
  Score: Raw -235608.648769 + Penalty 2582.075181 = -233026.573588
  nChanged 34
		SP:Iteration 17Q (70353.050000 sec): 3 clusters
  Score: Raw -235621.748032 + Penalty 2582.075181 = -233039.672851
  nChanged 21
		SP:Iteration 18Q (70353.100000 sec): 3 clusters
  Score: Raw -235629.849872 + Penalty 2582.075181 = -233047.774691
  nChanged 15
		SP:Iteration 19Q (70353.160000 sec): 3 clusters
  Score: Raw -235633.854318 + Penalty 2582.075181 = -233051.779137
  nChanged 12
		SP:Iteration 20F (70353.210000 sec): 3 clusters
  Score: Raw -235637.334463 + Penalty 2582.075181 = -233055.259282
  nChanged 9
		SP:Iteration 21Q (70353.260000 sec): 3 clusters
  Score: Raw -235640.119553 + Penalty 2582.075181 = -233058.044372
  nChanged 4
		SP:Iteration 22Q (70353.320000 sec): 3 clusters
  Score: Raw -235641.079360 + Penalty 2582.075181 = -233059.004179
  nChanged 3
		SP:Iteration 23Q (70353.370000 sec): 3 clusters
  Score: Raw -235641.703397 + Penalty 2582.075181 = -233059.628215
  nChanged 0
		SP:Iteration 24F (70353.420000 sec): 3 clusters
  Score: Raw -235641.703397 + Penalty 2582.075181 = -233059.628215
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 76 (606 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (70353.460000 sec): 2 clusters
  Score: Raw -44588.193310 + Penalty 1041.117998 = -43547.075312
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (70353.480000 sec): 3 clusters
  Score: Raw -44497.649996 + Penalty 2082.235995 = -42415.414001
  nChanged 162
		SP:Iteration 1F (70353.490000 sec): 3 clusters
  Score: Raw -44739.588786 + Penalty 2082.235995 = -42657.352790
  nChanged 58
		SP:Iteration 2F (70353.500000 sec): 3 clusters
  Score: Raw -44849.960105 + Penalty 2082.235995 = -42767.724109
  nChanged 36
		SP:Iteration 3F (70353.520000 sec): 3 clusters
  Score: Raw -44921.972478 + Penalty 2082.235995 = -42839.736482
  nChanged 21
		SP:Iteration 4Q (70353.530000 sec): 3 clusters
  Score: Raw -44958.300230 + Penalty 2082.235995 = -42876.064234
  nChanged 11
		SP:Iteration 5Q (70353.540000 sec): 3 clusters
  Score: Raw -44973.453745 + Penalty 2082.235995 = -42891.217749
  nChanged 9
		SP:Iteration 6Q (70353.550000 sec): 3 clusters
  Score: Raw -44987.096324 + Penalty 2082.235995 = -42904.860328
  nChanged 9
		SP:Iteration 7Q (70353.560000 sec): 3 clusters
  Score: Raw -45001.219060 + Penalty 2082.235995 = -42918.983065
  nChanged 7
		SP:Iteration 8Q (70353.580000 sec): 3 clusters
  Score: Raw -45007.797747 + Penalty 2082.235995 = -42925.561752
  nChanged 1
		SP:Iteration 9Q (70353.590000 sec): 3 clusters
  Score: Raw -45009.176909 + Penalty 2082.235995 = -42926.940914
  nChanged 0
		SP:Iteration 10F (70353.600000 sec): 3 clusters
  Score: Raw -45009.176909 + Penalty 2082.235995 = -42926.940914
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 77 (5027 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (70353.680000 sec): 2 clusters
  Score: Raw -427911.016195 + Penalty 1384.919033 = -426526.097162
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (70353.790000 sec): 3 clusters
  Score: Raw -425262.539468 + Penalty 2769.838066 = -422492.701403
  nChanged 2031
		SP:Iteration 1F (70353.880000 sec): 3 clusters
  Score: Raw -426457.831457 + Penalty 2769.838066 = -423687.993392
  nChanged 402
		SP:Iteration 2F (70353.980000 sec): 3 clusters
  Score: Raw -426706.197246 + Penalty 2769.838066 = -423936.359180
  nChanged 309
		SP:Iteration 3F (70354.070000 sec): 3 clusters
  Score: Raw -426909.724514 + Penalty 2769.838066 = -424139.886448
  nChanged 245
		SP:Iteration 4Q (70354.160000 sec): 3 clusters
  Score: Raw -427063.512693 + Penalty 2769.838066 = -424293.674627
  nChanged 215
		SP:Iteration 5Q (70354.260000 sec): 3 clusters
  Score: Raw -427187.726305 + Penalty 2769.838066 = -424417.888239
  nChanged 176
		SP:Iteration 6Q (70354.350000 sec): 3 clusters
  Score: Raw -427287.056677 + Penalty 2769.838066 = -424517.218612
  nChanged 143
		SP:Iteration 7Q (70354.450000 sec): 3 clusters
  Score: Raw -427367.706637 + Penalty 2769.838066 = -424597.868572
  nChanged 143
		SP:Iteration 8Q (70354.540000 sec): 3 clusters
  Score: Raw -427443.653806 + Penalty 2769.838066 = -424673.815740
  nChanged 125
		SP:Iteration 9Q (70354.640000 sec): 3 clusters
  Score: Raw -427500.322648 + Penalty 2769.838066 = -424730.484582
  nChanged 97
		SP:Iteration 10Q (70354.730000 sec): 3 clusters
  Score: Raw -427542.115494 + Penalty 2769.838066 = -424772.277428
  nChanged 92
		SP:Iteration 11Q (70354.820000 sec): 3 clusters
  Score: Raw -427584.798084 + Penalty 2769.838066 = -424814.960018
  nChanged 82
		SP:Iteration 12Q (70354.920000 sec): 3 clusters
  Score: Raw -427620.075310 + Penalty 2769.838066 = -424850.237244
  nChanged 78
		SP:Iteration 13Q (70355.010000 sec): 3 clusters
  Score: Raw -427654.373578 + Penalty 2769.838066 = -424884.535513
  nChanged 80
		SP:Iteration 14Q (70355.110000 sec): 3 clusters
  Score: Raw -427688.479761 + Penalty 2769.838066 = -424918.641695
  nChanged 72
		SP:Iteration 15Q (70355.200000 sec): 3 clusters
  Score: Raw -427713.510308 + Penalty 2769.838066 = -424943.672243
  nChanged 60
		SP:Iteration 16Q (70355.290000 sec): 3 clusters
  Score: Raw -427734.823901 + Penalty 2769.838066 = -424964.985836
  nChanged 49
		SP:Iteration 17Q (70355.390000 sec): 3 clusters
  Score: Raw -427751.225187 + Penalty 2769.838066 = -424981.387121
  nChanged 53
		SP:Iteration 18Q (70355.480000 sec): 3 clusters
  Score: Raw -427776.124078 + Penalty 2769.838066 = -425006.286012
  nChanged 69
		SP:Iteration 19Q (70355.580000 sec): 3 clusters
  Score: Raw -427806.987652 + Penalty 2769.838066 = -425037.149586
  nChanged 51
		SP:Iteration 20F (70355.670000 sec): 3 clusters
  Score: Raw -427832.701968 + Penalty 2769.838066 = -425062.863902
  nChanged 54
		SP:Iteration 21Q (70355.760000 sec): 3 clusters
  Score: Raw -427854.870994 + Penalty 2769.838066 = -425085.032928
  nChanged 33
		SP:Iteration 22Q (70355.850000 sec): 3 clusters
  Score: Raw -427872.269810 + Penalty 2769.838066 = -425102.431744
  nChanged 43
		SP:Iteration 23Q (70355.940000 sec): 3 clusters
  Score: Raw -427885.930516 + Penalty 2769.838066 = -425116.092451
  nChanged 34
		SP:Iteration 24Q (70356.040000 sec): 3 clusters
  Score: Raw -427899.655660 + Penalty 2769.838066 = -425129.817595
  nChanged 38
		SP:Iteration 25Q (70356.130000 sec): 3 clusters
  Score: Raw -427912.990085 + Penalty 2769.838066 = -425143.152019
  nChanged 38
		SP:Iteration 26Q (70356.220000 sec): 3 clusters
  Score: Raw -427926.729062 + Penalty 2769.838066 = -425156.890996
  nChanged 38
		SP:Iteration 27Q (70356.320000 sec): 3 clusters
  Score: Raw -427938.624771 + Penalty 2769.838066 = -425168.786705
  nChanged 32
		SP:Iteration 28Q (70356.410000 sec): 3 clusters
  Score: Raw -427952.339395 + Penalty 2769.838066 = -425182.501329
  nChanged 33
		SP:Iteration 29Q (70356.500000 sec): 3 clusters
  Score: Raw -427963.821407 + Penalty 2769.838066 = -425193.983341
  nChanged 23
		SP:Iteration 30Q (70356.590000 sec): 3 clusters
  Score: Raw -427971.291543 + Penalty 2769.838066 = -425201.453477
  nChanged 22
		SP:Iteration 31Q (70356.680000 sec): 3 clusters
  Score: Raw -427976.671785 + Penalty 2769.838066 = -425206.833720
  nChanged 18
		SP:Iteration 32Q (70356.770000 sec): 3 clusters
  Score: Raw -427983.642503 + Penalty 2769.838066 = -425213.804437
  nChanged 21
		SP:Iteration 33Q (70356.860000 sec): 3 clusters
  Score: Raw -427991.239863 + Penalty 2769.838066 = -425221.401797
  nChanged 19
		SP:Iteration 34Q (70356.960000 sec): 3 clusters
  Score: Raw -427997.160544 + Penalty 2769.838066 = -425227.322478
  nChanged 17
		SP:Iteration 35Q (70357.050000 sec): 3 clusters
  Score: Raw -428001.705487 + Penalty 2769.838066 = -425231.867421
  nChanged 14
		SP:Iteration 36Q (70357.140000 sec): 3 clusters
  Score: Raw -428005.894023 + Penalty 2769.838066 = -425236.055958
  nChanged 12
		SP:Iteration 37Q (70357.230000 sec): 3 clusters
  Score: Raw -428008.135769 + Penalty 2769.838066 = -425238.297703
  nChanged 6
		SP:Iteration 38Q (70357.320000 sec): 3 clusters
  Score: Raw -428010.001242 + Penalty 2769.838066 = -425240.163177
  nChanged 6
		SP:Iteration 39Q (70357.410000 sec): 3 clusters
  Score: Raw -428012.212560 + Penalty 2769.838066 = -425242.374494
  nChanged 6
		SP:Iteration 40F (70357.500000 sec): 3 clusters
  Score: Raw -428013.528073 + Penalty 2769.838066 = -425243.690007
  nChanged 4
		SP:Iteration 41Q (70357.590000 sec): 3 clusters
  Score: Raw -428014.114384 + Penalty 2769.838066 = -425244.276319
  nChanged 0
		SP:Iteration 42F (70357.680000 sec): 3 clusters
  Score: Raw -428014.114384 + Penalty 2769.838066 = -425244.276319
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 78 (5154 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (70357.760000 sec): 2 clusters
  Score: Raw -451519.861445 + Penalty 1388.973364 = -450130.888081
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (70357.860000 sec): 3 clusters
  Score: Raw -448838.886971 + Penalty 2777.946727 = -446060.940244
  nChanged 2116
		SP:Iteration 1F (70357.960000 sec): 3 clusters
  Score: Raw -450103.041347 + Penalty 2777.946727 = -447325.094620
  nChanged 447
		SP:Iteration 2F (70358.050000 sec): 3 clusters
  Score: Raw -450469.878781 + Penalty 2777.946727 = -447691.932054
  nChanged 387
		SP:Iteration 3F (70358.140000 sec): 3 clusters
  Score: Raw -450858.707941 + Penalty 2777.946727 = -448080.761214
  nChanged 365
		SP:Iteration 4F (70358.240000 sec): 3 clusters
  Score: Raw -451270.922162 + Penalty 2777.946727 = -448492.975435
  nChanged 367
		SP:Iteration 5F (70358.330000 sec): 3 clusters
  Score: Raw -451639.917626 + Penalty 2777.946727 = -448861.970899
  nChanged 307
		SP:Iteration 6F (70358.420000 sec): 3 clusters
  Score: Raw -451977.926397 + Penalty 2777.946727 = -449199.979670
  nChanged 235
		SP:Iteration 7Q (70358.520000 sec): 3 clusters
  Score: Raw -452360.786800 + Penalty 2777.946727 = -449582.840073
  nChanged 220
		SP:Iteration 8Q (70358.610000 sec): 3 clusters
  Score: Raw -452721.824291 + Penalty 2777.946727 = -449943.877564
  nChanged 186
		SP:Iteration 9Q (70358.700000 sec): 3 clusters
  Score: Raw -452888.923765 + Penalty 2777.946727 = -450110.977037
  nChanged 134
		SP:Iteration 10Q (70358.800000 sec): 3 clusters
  Score: Raw -452981.604593 + Penalty 2777.946727 = -450203.657866
  nChanged 106
		SP:Iteration 11Q (70358.890000 sec): 3 clusters
  Score: Raw -453049.347479 + Penalty 2777.946727 = -450271.400752
  nChanged 85
		SP:Iteration 12Q (70358.980000 sec): 3 clusters
  Score: Raw -453110.143977 + Penalty 2777.946727 = -450332.197250
  nChanged 79
		SP:Iteration 13Q (70359.080000 sec): 3 clusters
  Score: Raw -453159.430207 + Penalty 2777.946727 = -450381.483480
  nChanged 54
		SP:Iteration 14Q (70359.170000 sec): 3 clusters
  Score: Raw -453199.563920 + Penalty 2777.946727 = -450421.617193
  nChanged 58
		SP:Iteration 15Q (70359.260000 sec): 3 clusters
  Score: Raw -453254.878779 + Penalty 2777.946727 = -450476.932052
  nChanged 57
		SP:Iteration 16Q (70359.350000 sec): 3 clusters
  Score: Raw -453304.134981 + Penalty 2777.946727 = -450526.188254
  nChanged 64
		SP:Iteration 17Q (70359.440000 sec): 3 clusters
  Score: Raw -453366.305763 + Penalty 2777.946727 = -450588.359036
  nChanged 67
		SP:Iteration 18Q (70359.540000 sec): 3 clusters
  Score: Raw -453436.065384 + Penalty 2777.946727 = -450658.118656
  nChanged 47
		SP:Iteration 19Q (70359.630000 sec): 3 clusters
  Score: Raw -453484.657338 + Penalty 2777.946727 = -450706.710610
  nChanged 41
		SP:Iteration 20F (70359.720000 sec): 3 clusters
  Score: Raw -453527.225547 + Penalty 2777.946727 = -450749.278820
  nChanged 46
		SP:Iteration 21Q (70359.810000 sec): 3 clusters
  Score: Raw -453568.392497 + Penalty 2777.946727 = -450790.445769
  nChanged 40
		SP:Iteration 22Q (70359.900000 sec): 3 clusters
  Score: Raw -453591.231163 + Penalty 2777.946727 = -450813.284436
  nChanged 16
		SP:Iteration 23Q (70359.990000 sec): 3 clusters
  Score: Raw -453598.592473 + Penalty 2777.946727 = -450820.645746
  nChanged 18
		SP:Iteration 24Q (70360.080000 sec): 3 clusters
  Score: Raw -453604.668379 + Penalty 2777.946727 = -450826.721652
  nChanged 14
		SP:Iteration 25Q (70360.170000 sec): 3 clusters
  Score: Raw -453609.636055 + Penalty 2777.946727 = -450831.689328
  nChanged 5
		SP:Iteration 26Q (70360.260000 sec): 3 clusters
  Score: Raw -453612.684219 + Penalty 2777.946727 = -450834.737492
  nChanged 9
		SP:Iteration 27Q (70360.340000 sec): 3 clusters
  Score: Raw -453619.111627 + Penalty 2777.946727 = -450841.164900
  nChanged 9
		SP:Iteration 28Q (70360.440000 sec): 3 clusters
  Score: Raw -453621.237867 + Penalty 2777.946727 = -450843.291140
  nChanged 6
		SP:Iteration 29Q (70360.520000 sec): 3 clusters
  Score: Raw -453622.535050 + Penalty 2777.946727 = -450844.588323
  nChanged 3
		SP:Iteration 30Q (70360.610000 sec): 3 clusters
  Score: Raw -453623.180534 + Penalty 2777.946727 = -450845.233807
  nChanged 1
		SP:Iteration 31Q (70360.700000 sec): 3 clusters
  Score: Raw -453623.463147 + Penalty 2777.946727 = -450845.516419
  nChanged 1
		SP:Iteration 32Q (70360.790000 sec): 3 clusters
  Score: Raw -453623.646213 + Penalty 2777.946727 = -450845.699486
  nChanged 1
		SP:Iteration 33Q (70360.880000 sec): 3 clusters
  Score: Raw -453623.903262 + Penalty 2777.946727 = -450845.956535
  nChanged 1
		SP:Iteration 34Q (70360.970000 sec): 3 clusters
  Score: Raw -453624.118144 + Penalty 2777.946727 = -450846.171417
  nChanged 0
		SP:Iteration 35F (70361.060000 sec): 3 clusters
  Score: Raw -453624.118144 + Penalty 2777.946727 = -450846.171417
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 102.
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 79 (1711 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (70361.120000 sec): 2 clusters
  Score: Raw -134417.861217 + Penalty 1209.785407 = -133208.075810
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (70361.160000 sec): 3 clusters
  Score: Raw -133773.279046 + Penalty 2419.570814 = -131353.708232
  nChanged 591
		SP:Iteration 1F (70361.190000 sec): 3 clusters
  Score: Raw -134199.915021 + Penalty 2419.570814 = -131780.344207
  nChanged 124
		SP:Iteration 2F (70361.220000 sec): 3 clusters
  Score: Raw -134318.108797 + Penalty 2419.570814 = -131898.537983
  nChanged 76
		SP:Iteration 3Q (70361.260000 sec): 3 clusters
  Score: Raw -134391.039337 + Penalty 2419.570814 = -131971.468523
  nChanged 60
		SP:Iteration 4Q (70361.290000 sec): 3 clusters
  Score: Raw -134452.814270 + Penalty 2419.570814 = -132033.243456
  nChanged 45
		SP:Iteration 5Q (70361.330000 sec): 3 clusters
  Score: Raw -134484.887250 + Penalty 2419.570814 = -132065.316436
  nChanged 41
		SP:Iteration 6Q (70361.360000 sec): 3 clusters
  Score: Raw -134520.453942 + Penalty 2419.570814 = -132100.883128
  nChanged 34
		SP:Iteration 7Q (70361.390000 sec): 3 clusters
  Score: Raw -134544.711320 + Penalty 2419.570814 = -132125.140506
  nChanged 26
		SP:Iteration 8Q (70361.430000 sec): 3 clusters
  Score: Raw -134568.330266 + Penalty 2419.570814 = -132148.759452
  nChanged 24
		SP:Iteration 9Q (70361.460000 sec): 3 clusters
  Score: Raw -134595.377765 + Penalty 2419.570814 = -132175.806951
  nChanged 41
		SP:Iteration 10Q (70361.490000 sec): 3 clusters
  Score: Raw -134642.401105 + Penalty 2419.570814 = -132222.830291
  nChanged 48
		SP:Iteration 11Q (70361.520000 sec): 3 clusters
  Score: Raw -134699.912151 + Penalty 2419.570814 = -132280.341337
  nChanged 44
		SP:Iteration 12Q (70361.560000 sec): 3 clusters
  Score: Raw -134749.004956 + Penalty 2419.570814 = -132329.434142
  nChanged 38
		SP:Iteration 13Q (70361.590000 sec): 3 clusters
  Score: Raw -134797.968581 + Penalty 2419.570814 = -132378.397767
  nChanged 32
		SP:Iteration 14Q (70361.620000 sec): 3 clusters
  Score: Raw -134847.079900 + Penalty 2419.570814 = -132427.509086
  nChanged 35
		SP:Iteration 15Q (70361.650000 sec): 3 clusters
  Score: Raw -134897.578610 + Penalty 2419.570814 = -132478.007796
  nChanged 42
		SP:Iteration 16Q (70361.680000 sec): 3 clusters
  Score: Raw -134947.346703 + Penalty 2419.570814 = -132527.775889
  nChanged 36
		SP:Iteration 17Q (70361.720000 sec): 3 clusters
  Score: Raw -134989.980973 + Penalty 2419.570814 = -132570.410159
  nChanged 32
		SP:Iteration 18Q (70361.750000 sec): 3 clusters
  Score: Raw -135022.894192 + Penalty 2419.570814 = -132603.323378
  nChanged 23
		SP:Iteration 19Q (70361.780000 sec): 3 clusters
  Score: Raw -135047.857837 + Penalty 2419.570814 = -132628.287023
  nChanged 22
		SP:Iteration 20F (70361.810000 sec): 3 clusters
  Score: Raw -135072.725349 + Penalty 2419.570814 = -132653.154535
  nChanged 14
		SP:Iteration 21Q (70361.840000 sec): 3 clusters
  Score: Raw -135098.254979 + Penalty 2419.570814 = -132678.684165
  nChanged 15
		SP:Iteration 22Q (70361.880000 sec): 3 clusters
  Score: Raw -135127.639425 + Penalty 2419.570814 = -132708.068611
  nChanged 25
		SP:Iteration 23Q (70361.910000 sec): 3 clusters
  Score: Raw -135169.318242 + Penalty 2419.570814 = -132749.747428
  nChanged 24
		SP:Iteration 24Q (70361.940000 sec): 3 clusters
  Score: Raw -135194.405948 + Penalty 2419.570814 = -132774.835134
  nChanged 15
		SP:Iteration 25Q (70361.970000 sec): 3 clusters
  Score: Raw -135201.007433 + Penalty 2419.570814 = -132781.436618
  nChanged 12
		SP:Iteration 26Q (70362.000000 sec): 3 clusters
  Score: Raw -135209.238469 + Penalty 2419.570814 = -132789.667655
  nChanged 10
		SP:Iteration 27Q (70362.030000 sec): 3 clusters
  Score: Raw -135216.462688 + Penalty 2419.570814 = -132796.891874
  nChanged 8
		SP:Iteration 28Q (70362.060000 sec): 3 clusters
  Score: Raw -135221.218587 + Penalty 2419.570814 = -132801.647773
  nChanged 8
		SP:Iteration 29Q (70362.090000 sec): 3 clusters
  Score: Raw -135226.283080 + Penalty 2419.570814 = -132806.712266
  nChanged 9
		SP:Iteration 30Q (70362.120000 sec): 3 clusters
  Score: Raw -135230.896332 + Penalty 2419.570814 = -132811.325518
  nChanged 7
		SP:Iteration 31Q (70362.160000 sec): 3 clusters
  Score: Raw -135236.716969 + Penalty 2419.570814 = -132817.146155
  nChanged 13
		SP:Iteration 32Q (70362.180000 sec): 3 clusters
  Score: Raw -135248.554161 + Penalty 2419.570814 = -132828.983347
  nChanged 21
		SP:Iteration 33Q (70362.220000 sec): 3 clusters
  Score: Raw -135271.302695 + Penalty 2419.570814 = -132851.731881
  nChanged 19
		SP:Iteration 34Q (70362.250000 sec): 3 clusters
  Score: Raw -135289.962419 + Penalty 2419.570814 = -132870.391605
  nChanged 21
		SP:Iteration 35Q (70362.280000 sec): 3 clusters
  Score: Raw -135314.677697 + Penalty 2419.570814 = -132895.106883
  nChanged 15
		SP:Iteration 36Q (70362.310000 sec): 3 clusters
  Score: Raw -135333.867958 + Penalty 2419.570814 = -132914.297144
  nChanged 20
		SP:Iteration 37Q (70362.340000 sec): 3 clusters
  Score: Raw -135358.160492 + Penalty 2419.570814 = -132938.589678
  nChanged 19
		SP:Iteration 38Q (70362.370000 sec): 3 clusters
  Score: Raw -135381.464244 + Penalty 2419.570814 = -132961.893430
  nChanged 25
		SP:Iteration 39Q (70362.400000 sec): 3 clusters
  Score: Raw -135413.579540 + Penalty 2419.570814 = -132994.008726
  nChanged 25
		SP:Iteration 40F (70362.430000 sec): 3 clusters
  Score: Raw -135445.576536 + Penalty 2419.570814 = -133026.005722
  nChanged 20
		SP:Iteration 41Q (70362.460000 sec): 3 clusters
  Score: Raw -135483.466088 + Penalty 2419.570814 = -133063.895274
  nChanged 24
		SP:Iteration 42Q (70362.500000 sec): 3 clusters
  Score: Raw -135515.742050 + Penalty 2419.570814 = -133096.171236
  nChanged 16
		SP:Iteration 43Q (70362.520000 sec): 3 clusters
  Score: Raw -135533.161382 + Penalty 2419.570814 = -133113.590568
  nChanged 13
		SP:Iteration 44Q (70362.560000 sec): 3 clusters
  Score: Raw -135549.242457 + Penalty 2419.570814 = -133129.671643
  nChanged 10
		SP:Iteration 45Q (70362.580000 sec): 3 clusters
  Score: Raw -135559.648759 + Penalty 2419.570814 = -133140.077945
  nChanged 12
		SP:Iteration 46Q (70362.620000 sec): 3 clusters
  Score: Raw -135571.419040 + Penalty 2419.570814 = -133151.848226
  nChanged 10
		SP:Iteration 47Q (70362.640000 sec): 3 clusters
  Score: Raw -135582.172555 + Penalty 2419.570814 = -133162.601741
  nChanged 5
		SP:Iteration 48Q (70362.680000 sec): 3 clusters
  Score: Raw -135587.155891 + Penalty 2419.570814 = -133167.585077
  nChanged 3
		SP:Iteration 49Q (70362.700000 sec): 3 clusters
  Score: Raw -135589.747345 + Penalty 2419.570814 = -133170.176531
  nChanged 2
		SP:Iteration 50Q (70362.730000 sec): 3 clusters
  Score: Raw -135590.550597 + Penalty 2419.570814 = -133170.979783
  nChanged 2
		SP:Iteration 51Q (70362.760000 sec): 3 clusters
  Score: Raw -135592.154811 + Penalty 2419.570814 = -133172.583997
  nChanged 3
		SP:Iteration 52Q (70362.790000 sec): 3 clusters
  Score: Raw -135593.801708 + Penalty 2419.570814 = -133174.230894
  nChanged 2
		SP:Iteration 53Q (70362.820000 sec): 3 clusters
  Score: Raw -135595.375897 + Penalty 2419.570814 = -133175.805083
  nChanged 1
		SP:Iteration 54Q (70362.850000 sec): 3 clusters
  Score: Raw -135595.658642 + Penalty 2419.570814 = -133176.087828
  nChanged 0
		SP:Iteration 55F (70362.880000 sec): 3 clusters
  Score: Raw -135595.658642 + Penalty 2419.570814 = -133176.087828
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 80 (1486 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (70362.940000 sec): 2 clusters
  Score: Raw -129778.041510 + Penalty 1186.874524 = -128591.166986
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (70362.970000 sec): 3 clusters
  Score: Raw -129214.267046 + Penalty 2373.749048 = -126840.517998
  nChanged 520
		SP:Iteration 1F (70363.000000 sec): 3 clusters
  Score: Raw -129704.558706 + Penalty 2373.749048 = -127330.809658
  nChanged 125
		SP:Iteration 2F (70363.020000 sec): 3 clusters
  Score: Raw -129824.646673 + Penalty 2373.749048 = -127450.897625
  nChanged 91
		SP:Iteration 3F (70363.050000 sec): 3 clusters
  Score: Raw -129921.386181 + Penalty 2373.749048 = -127547.637132
  nChanged 64
		SP:Iteration 4Q (70363.080000 sec): 3 clusters
  Score: Raw -129991.633614 + Penalty 2373.749048 = -127617.884566
  nChanged 49
		SP:Iteration 5Q (70363.110000 sec): 3 clusters
  Score: Raw -130044.801044 + Penalty 2373.749048 = -127671.051996
  nChanged 50
		SP:Iteration 6Q (70363.140000 sec): 3 clusters
  Score: Raw -130103.599320 + Penalty 2373.749048 = -127729.850271
  nChanged 43
		SP:Iteration 7Q (70363.170000 sec): 3 clusters
  Score: Raw -130151.052249 + Penalty 2373.749048 = -127777.303201
  nChanged 36
		SP:Iteration 8Q (70363.200000 sec): 3 clusters
  Score: Raw -130192.306638 + Penalty 2373.749048 = -127818.557590
  nChanged 31
		SP:Iteration 9Q (70363.220000 sec): 3 clusters
  Score: Raw -130235.123718 + Penalty 2373.749048 = -127861.374670
  nChanged 35
		SP:Iteration 10Q (70363.250000 sec): 3 clusters
  Score: Raw -130280.759620 + Penalty 2373.749048 = -127907.010572
  nChanged 28
		SP:Iteration 11Q (70363.280000 sec): 3 clusters
  Score: Raw -130335.779475 + Penalty 2373.749048 = -127962.030426
  nChanged 33
		SP:Iteration 12Q (70363.310000 sec): 3 clusters
  Score: Raw -130394.827848 + Penalty 2373.749048 = -128021.078800
  nChanged 27
		SP:Iteration 13Q (70363.340000 sec): 3 clusters
  Score: Raw -130443.521517 + Penalty 2373.749048 = -128069.772469
  nChanged 33
		SP:Iteration 14Q (70363.360000 sec): 3 clusters
  Score: Raw -130495.249013 + Penalty 2373.749048 = -128121.499965
  nChanged 20
		SP:Iteration 15Q (70363.390000 sec): 3 clusters
  Score: Raw -130513.370431 + Penalty 2373.749048 = -128139.621383
  nChanged 20
		SP:Iteration 16Q (70363.420000 sec): 3 clusters
  Score: Raw -130531.550931 + Penalty 2373.749048 = -128157.801883
  nChanged 13
		SP:Iteration 17Q (70363.450000 sec): 3 clusters
  Score: Raw -130551.052086 + Penalty 2373.749048 = -128177.303037
  nChanged 15
		SP:Iteration 18Q (70363.480000 sec): 3 clusters
  Score: Raw -130575.997315 + Penalty 2373.749048 = -128202.248267
  nChanged 19
		SP:Iteration 19Q (70363.500000 sec): 3 clusters
  Score: Raw -130598.044740 + Penalty 2373.749048 = -128224.295692
  nChanged 13
		SP:Iteration 20F (70363.530000 sec): 3 clusters
  Score: Raw -130615.748984 + Penalty 2373.749048 = -128241.999936
  nChanged 10
		SP:Iteration 21Q (70363.560000 sec): 3 clusters
  Score: Raw -130628.838884 + Penalty 2373.749048 = -128255.089836
  nChanged 11
		SP:Iteration 22Q (70363.590000 sec): 3 clusters
  Score: Raw -130640.041123 + Penalty 2373.749048 = -128266.292074
  nChanged 8
		SP:Iteration 23Q (70363.620000 sec): 3 clusters
  Score: Raw -130651.123413 + Penalty 2373.749048 = -128277.374365
  nChanged 5
		SP:Iteration 24Q (70363.640000 sec): 3 clusters
  Score: Raw -130658.073824 + Penalty 2373.749048 = -128284.324776
  nChanged 10
		SP:Iteration 25Q (70363.670000 sec): 3 clusters
  Score: Raw -130668.514542 + Penalty 2373.749048 = -128294.765494
  nChanged 11
		SP:Iteration 26Q (70363.700000 sec): 3 clusters
  Score: Raw -130682.675713 + Penalty 2373.749048 = -128308.926665
  nChanged 8
		SP:Iteration 27Q (70363.730000 sec): 3 clusters
  Score: Raw -130696.745949 + Penalty 2373.749048 = -128322.996901
  nChanged 17
		SP:Iteration 28Q (70363.760000 sec): 3 clusters
  Score: Raw -130728.058835 + Penalty 2373.749048 = -128354.309787
  nChanged 13
		SP:Iteration 29Q (70363.780000 sec): 3 clusters
  Score: Raw -130747.594566 + Penalty 2373.749048 = -128373.845517
  nChanged 15
		SP:Iteration 30Q (70363.810000 sec): 3 clusters
  Score: Raw -130769.973924 + Penalty 2373.749048 = -128396.224876
  nChanged 16
		SP:Iteration 31Q (70363.840000 sec): 3 clusters
  Score: Raw -130803.722573 + Penalty 2373.749048 = -128429.973525
  nChanged 24
		SP:Iteration 32Q (70363.860000 sec): 3 clusters
  Score: Raw -130841.743517 + Penalty 2373.749048 = -128467.994468
  nChanged 19
		SP:Iteration 33Q (70363.890000 sec): 3 clusters
  Score: Raw -130871.694340 + Penalty 2373.749048 = -128497.945291
  nChanged 15
		SP:Iteration 34Q (70363.920000 sec): 3 clusters
  Score: Raw -130891.853718 + Penalty 2373.749048 = -128518.104669
  nChanged 18
		SP:Iteration 35Q (70363.950000 sec): 3 clusters
  Score: Raw -130922.312184 + Penalty 2373.749048 = -128548.563135
  nChanged 19
		SP:Iteration 36Q (70363.970000 sec): 3 clusters
  Score: Raw -130962.784493 + Penalty 2373.749048 = -128589.035445
  nChanged 17
		SP:Iteration 37Q (70364.000000 sec): 3 clusters
  Score: Raw -130992.433823 + Penalty 2373.749048 = -128618.684774
  nChanged 11
		SP:Iteration 38Q (70364.030000 sec): 3 clusters
  Score: Raw -131006.280070 + Penalty 2373.749048 = -128632.531022
  nChanged 5
		SP:Iteration 39Q (70364.060000 sec): 3 clusters
  Score: Raw -131011.145084 + Penalty 2373.749048 = -128637.396036
  nChanged 3
		SP:Iteration 40F (70364.080000 sec): 3 clusters
  Score: Raw -131017.288464 + Penalty 2373.749048 = -128643.539416
  nChanged 6
		SP:Iteration 41Q (70364.110000 sec): 3 clusters
  Score: Raw -131022.500236 + Penalty 2373.749048 = -128648.751188
  nChanged 3
		SP:Iteration 42Q (70364.140000 sec): 3 clusters
  Score: Raw -131025.129645 + Penalty 2373.749048 = -128651.380597
  nChanged 1
		SP:Iteration 43Q (70364.160000 sec): 3 clusters
  Score: Raw -131025.691144 + Penalty 2373.749048 = -128651.942096
  nChanged 1
		SP:Iteration 44Q (70364.190000 sec): 3 clusters
  Score: Raw -131027.315217 + Penalty 2373.749048 = -128653.566169
  nChanged 0
		SP:Iteration 45F (70364.220000 sec): 3 clusters
  Score: Raw -131027.315217 + Penalty 2373.749048 = -128653.566169
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 103.
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 81 (5016 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (70364.300000 sec): 2 clusters
  Score: Raw -430851.576420 + Penalty 1384.563063 = -429467.013357
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (70364.410000 sec): 3 clusters
  Score: Raw -428260.633567 + Penalty 2769.126127 = -425491.507440
  nChanged 2033
		SP:Iteration 1F (70364.500000 sec): 3 clusters
  Score: Raw -429380.963140 + Penalty 2769.126127 = -426611.837013
  nChanged 342
		SP:Iteration 2F (70364.590000 sec): 3 clusters
  Score: Raw -429561.066129 + Penalty 2769.126127 = -426791.940003
  nChanged 260
		SP:Iteration 3F (70364.680000 sec): 3 clusters
  Score: Raw -429698.924140 + Penalty 2769.126127 = -426929.798013
  nChanged 207
		SP:Iteration 4Q (70364.780000 sec): 3 clusters
  Score: Raw -429794.822340 + Penalty 2769.126127 = -427025.696213
  nChanged 185
		SP:Iteration 5Q (70364.870000 sec): 3 clusters
  Score: Raw -429896.930403 + Penalty 2769.126127 = -427127.804276
  nChanged 184
		SP:Iteration 6Q (70364.960000 sec): 3 clusters
  Score: Raw -429995.931951 + Penalty 2769.126127 = -427226.805825
  nChanged 148
		SP:Iteration 7Q (70365.060000 sec): 3 clusters
  Score: Raw -430070.292245 + Penalty 2769.126127 = -427301.166118
  nChanged 150
		SP:Iteration 8Q (70365.150000 sec): 3 clusters
  Score: Raw -430149.748661 + Penalty 2769.126127 = -427380.622534
  nChanged 142
		SP:Iteration 9Q (70365.240000 sec): 3 clusters
  Score: Raw -430228.504636 + Penalty 2769.126127 = -427459.378509
  nChanged 147
		SP:Iteration 10Q (70365.340000 sec): 3 clusters
  Score: Raw -430321.050017 + Penalty 2769.126127 = -427551.923890
  nChanged 162
		SP:Iteration 11Q (70365.430000 sec): 3 clusters
  Score: Raw -430429.763668 + Penalty 2769.126127 = -427660.637541
  nChanged 144
		SP:Iteration 12Q (70365.520000 sec): 3 clusters
  Score: Raw -430542.532694 + Penalty 2769.126127 = -427773.406567
  nChanged 140
		SP:Iteration 13Q (70365.610000 sec): 3 clusters
  Score: Raw -430650.663253 + Penalty 2769.126127 = -427881.537126
  nChanged 113
		SP:Iteration 14Q (70365.700000 sec): 3 clusters
  Score: Raw -430729.220524 + Penalty 2769.126127 = -427960.094397
  nChanged 104
		SP:Iteration 15Q (70365.790000 sec): 3 clusters
  Score: Raw -430812.595196 + Penalty 2769.126127 = -428043.469069
  nChanged 92
		SP:Iteration 16Q (70365.880000 sec): 3 clusters
  Score: Raw -430891.252483 + Penalty 2769.126127 = -428122.126357
  nChanged 70
		SP:Iteration 17Q (70365.970000 sec): 3 clusters
  Score: Raw -430954.447571 + Penalty 2769.126127 = -428185.321445
  nChanged 47
		SP:Iteration 18Q (70366.060000 sec): 3 clusters
  Score: Raw -430994.724331 + Penalty 2769.126127 = -428225.598204
  nChanged 31
		SP:Iteration 19Q (70366.140000 sec): 3 clusters
  Score: Raw -431026.289029 + Penalty 2769.126127 = -428257.162902
  nChanged 25
		SP:Iteration 20F (70366.240000 sec): 3 clusters
  Score: Raw -431048.789500 + Penalty 2769.126127 = -428279.663374
  nChanged 16
		SP:Iteration 21Q (70366.320000 sec): 3 clusters
  Score: Raw -431063.957608 + Penalty 2769.126127 = -428294.831481
  nChanged 14
		SP:Iteration 22Q (70366.410000 sec): 3 clusters
  Score: Raw -431081.164718 + Penalty 2769.126127 = -428312.038591
  nChanged 12
		SP:Iteration 23Q (70366.500000 sec): 3 clusters
  Score: Raw -431096.326568 + Penalty 2769.126127 = -428327.200442
  nChanged 8
		SP:Iteration 24Q (70366.580000 sec): 3 clusters
  Score: Raw -431105.628050 + Penalty 2769.126127 = -428336.501924
  nChanged 7
		SP:Iteration 25Q (70366.670000 sec): 3 clusters
  Score: Raw -431115.955581 + Penalty 2769.126127 = -428346.829454
  nChanged 3
		SP:Iteration 26Q (70366.760000 sec): 3 clusters
  Score: Raw -431120.406424 + Penalty 2769.126127 = -428351.280297
  nChanged 1
		SP:Iteration 27Q (70366.840000 sec): 3 clusters
  Score: Raw -431123.102312 + Penalty 2769.126127 = -428353.976185
  nChanged 2
		SP:Iteration 28Q (70366.930000 sec): 3 clusters
  Score: Raw -431124.734850 + Penalty 2769.126127 = -428355.608724
  nChanged 1
		SP:Iteration 29Q (70367.020000 sec): 3 clusters
  Score: Raw -431125.890676 + Penalty 2769.126127 = -428356.764550
  nChanged 1
		SP:Iteration 30Q (70367.100000 sec): 3 clusters
  Score: Raw -431127.865282 + Penalty 2769.126127 = -428358.739156
  nChanged 1
		SP:Iteration 31Q (70367.190000 sec): 3 clusters
  Score: Raw -431129.578969 + Penalty 2769.126127 = -428360.452842
  nChanged 0
		SP:Iteration 32F (70367.280000 sec): 3 clusters
  Score: Raw -431129.578969 + Penalty 2769.126127 = -428360.452842
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 82 (266 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (70367.320000 sec): 2 clusters
  Score: Raw -19686.251688 + Penalty 907.318150 = -18778.933537
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (70367.330000 sec): 3 clusters
  Score: Raw -19778.098583 + Penalty 1814.636300 = -17963.462282
  nChanged 53
		SP:Iteration 1F (70367.340000 sec): 3 clusters
  Score: Raw -19913.184851 + Penalty 1814.636300 = -18098.548550
  nChanged 11
		SP:Iteration 2Q (70367.340000 sec): 3 clusters
  Score: Raw -19940.093114 + Penalty 1814.636300 = -18125.456814
  nChanged 9
		SP:Iteration 3Q (70367.350000 sec): 3 clusters
  Score: Raw -19967.844859 + Penalty 1814.636300 = -18153.208558
  nChanged 5
		SP:Iteration 4Q (70367.350000 sec): 3 clusters
  Score: Raw -19984.669984 + Penalty 1814.636300 = -18170.033684
  nChanged 1
		SP:Iteration 5Q (70367.360000 sec): 3 clusters
  Score: Raw -19986.188607 + Penalty 1814.636300 = -18171.552307
  nChanged 1
		SP:Iteration 6Q (70367.360000 sec): 3 clusters
  Score: Raw -19991.120884 + Penalty 1814.636300 = -18176.484583
  nChanged 0
		SP:Iteration 7F (70367.370000 sec): 3 clusters
  Score: Raw -19991.120884 + Penalty 1814.636300 = -18176.484583
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 83 (923 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (70367.420000 sec): 2 clusters
  Score: Raw -81610.158329 + Penalty 1109.489751 = -80500.668578
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (70367.440000 sec): 3 clusters
  Score: Raw -81359.714017 + Penalty 2218.979501 = -79140.734516
  nChanged 245
		SP:Iteration 1F (70367.450000 sec): 3 clusters
  Score: Raw -81597.152303 + Penalty 2218.979501 = -79378.172802
  nChanged 68
		SP:Iteration 2F (70367.470000 sec): 3 clusters
  Score: Raw -81664.793834 + Penalty 2218.979501 = -79445.814333
  nChanged 25
		SP:Iteration 3Q (70367.490000 sec): 3 clusters
  Score: Raw -81688.520181 + Penalty 2218.979501 = -79469.540679
  nChanged 15
		SP:Iteration 4Q (70367.510000 sec): 3 clusters
  Score: Raw -81703.157120 + Penalty 2218.979501 = -79484.177619
  nChanged 12
		SP:Iteration 5Q (70367.520000 sec): 3 clusters
  Score: Raw -81714.950761 + Penalty 2218.979501 = -79495.971260
  nChanged 17
		SP:Iteration 6Q (70367.540000 sec): 3 clusters
  Score: Raw -81729.002816 + Penalty 2218.979501 = -79510.023315
  nChanged 11
		SP:Iteration 7Q (70367.560000 sec): 3 clusters
  Score: Raw -81735.964820 + Penalty 2218.979501 = -79516.985319
  nChanged 7
		SP:Iteration 8Q (70367.580000 sec): 3 clusters
  Score: Raw -81740.015383 + Penalty 2218.979501 = -79521.035882
  nChanged 6
		SP:Iteration 9Q (70367.600000 sec): 3 clusters
  Score: Raw -81746.241224 + Penalty 2218.979501 = -79527.261723
  nChanged 6
		SP:Iteration 10Q (70367.620000 sec): 3 clusters
  Score: Raw -81751.915448 + Penalty 2218.979501 = -79532.935947
  nChanged 4
		SP:Iteration 11Q (70367.640000 sec): 3 clusters
  Score: Raw -81755.288990 + Penalty 2218.979501 = -79536.309489
  nChanged 3
		SP:Iteration 12Q (70367.660000 sec): 3 clusters
  Score: Raw -81756.825495 + Penalty 2218.979501 = -79537.845994
  nChanged 1
		SP:Iteration 13Q (70367.680000 sec): 3 clusters
  Score: Raw -81757.872745 + Penalty 2218.979501 = -79538.893244
  nChanged 1
		SP:Iteration 14Q (70367.690000 sec): 3 clusters
  Score: Raw -81758.263160 + Penalty 2218.979501 = -79539.283658
  nChanged 0
		SP:Iteration 15F (70367.710000 sec): 3 clusters
  Score: Raw -81758.263160 + Penalty 2218.979501 = -79539.283658
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 84 (2191 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (70367.780000 sec): 2 clusters
  Score: Raw -191253.492306 + Penalty 1249.968418 = -190003.523888
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (70367.820000 sec): 3 clusters
  Score: Raw -190313.921447 + Penalty 2499.936835 = -187813.984612
  nChanged 794
		SP:Iteration 1F (70367.870000 sec): 3 clusters
  Score: Raw -190829.287371 + Penalty 2499.936835 = -188329.350535
  nChanged 199
		SP:Iteration 2F (70367.910000 sec): 3 clusters
  Score: Raw -191013.211645 + Penalty 2499.936835 = -188513.274810
  nChanged 144
		SP:Iteration 3F (70367.960000 sec): 3 clusters
  Score: Raw -191145.787408 + Penalty 2499.936835 = -188645.850572
  nChanged 128
		SP:Iteration 4F (70368.000000 sec): 3 clusters
  Score: Raw -191289.474031 + Penalty 2499.936835 = -188789.537196
  nChanged 124
		SP:Iteration 5F (70368.040000 sec): 3 clusters
  Score: Raw -191424.936434 + Penalty 2499.936835 = -188924.999599
  nChanged 114
		SP:Iteration 6F (70368.080000 sec): 3 clusters
  Score: Raw -191556.610603 + Penalty 2499.936835 = -189056.673768
  nChanged 89
		SP:Iteration 7Q (70368.130000 sec): 3 clusters
  Score: Raw -191651.373576 + Penalty 2499.936835 = -189151.436740
  nChanged 67
		SP:Iteration 8Q (70368.170000 sec): 3 clusters
  Score: Raw -191708.167760 + Penalty 2499.936835 = -189208.230925
  nChanged 46
		SP:Iteration 9Q (70368.220000 sec): 3 clusters
  Score: Raw -191749.283442 + Penalty 2499.936835 = -189249.346606
  nChanged 34
		SP:Iteration 10Q (70368.260000 sec): 3 clusters
  Score: Raw -191775.908573 + Penalty 2499.936835 = -189275.971737
  nChanged 24
		SP:Iteration 11Q (70368.300000 sec): 3 clusters
  Score: Raw -191804.448134 + Penalty 2499.936835 = -189304.511299
  nChanged 28
		SP:Iteration 12Q (70368.340000 sec): 3 clusters
  Score: Raw -191833.618062 + Penalty 2499.936835 = -189333.681226
  nChanged 24
		SP:Iteration 13Q (70368.390000 sec): 3 clusters
  Score: Raw -191860.830181 + Penalty 2499.936835 = -189360.893345
  nChanged 22
		SP:Iteration 14Q (70368.430000 sec): 3 clusters
  Score: Raw -191878.957662 + Penalty 2499.936835 = -189379.020827
  nChanged 14
		SP:Iteration 15Q (70368.480000 sec): 3 clusters
  Score: Raw -191887.919169 + Penalty 2499.936835 = -189387.982333
  nChanged 13
		SP:Iteration 16Q (70368.520000 sec): 3 clusters
  Score: Raw -191896.992881 + Penalty 2499.936835 = -189397.056046
  nChanged 9
		SP:Iteration 17Q (70368.560000 sec): 3 clusters
  Score: Raw -191903.252673 + Penalty 2499.936835 = -189403.315838
  nChanged 5
		SP:Iteration 18Q (70368.600000 sec): 3 clusters
  Score: Raw -191905.448650 + Penalty 2499.936835 = -189405.511814
  nChanged 6
		SP:Iteration 19Q (70368.650000 sec): 3 clusters
  Score: Raw -191909.687830 + Penalty 2499.936835 = -189409.750994
  nChanged 6
		SP:Iteration 20F (70368.690000 sec): 3 clusters
  Score: Raw -191913.603388 + Penalty 2499.936835 = -189413.666552
  nChanged 3
		SP:Iteration 21Q (70368.740000 sec): 3 clusters
  Score: Raw -191917.402873 + Penalty 2499.936835 = -189417.466037
  nChanged 3
		SP:Iteration 22Q (70368.780000 sec): 3 clusters
  Score: Raw -191918.783055 + Penalty 2499.936835 = -189418.846220
  nChanged 2
		SP:Iteration 23Q (70368.820000 sec): 3 clusters
  Score: Raw -191920.005849 + Penalty 2499.936835 = -189420.069013
  nChanged 1
		SP:Iteration 24Q (70368.860000 sec): 3 clusters
  Score: Raw -191920.776564 + Penalty 2499.936835 = -189420.839729
  nChanged 1
		SP:Iteration 25Q (70368.910000 sec): 3 clusters
  Score: Raw -191921.315902 + Penalty 2499.936835 = -189421.379067
  nChanged 2
		SP:Iteration 26Q (70368.950000 sec): 3 clusters
  Score: Raw -191922.947285 + Penalty 2499.936835 = -189423.010450
  nChanged 1
		SP:Iteration 27Q (70368.990000 sec): 3 clusters
  Score: Raw -191923.460831 + Penalty 2499.936835 = -189423.523995
  nChanged 1
		SP:Iteration 28Q (70369.040000 sec): 3 clusters
  Score: Raw -191924.070260 + Penalty 2499.936835 = -189424.133424
  nChanged 0
		SP:Iteration 29F (70369.080000 sec): 3 clusters
  Score: Raw -191924.070260 + Penalty 2499.936835 = -189424.133424
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 85 (1441 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (70369.140000 sec): 2 clusters
  Score: Raw -124997.761313 + Penalty 1181.877547 = -123815.883766
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (70369.160000 sec): 3 clusters
  Score: Raw -124487.771638 + Penalty 2363.755094 = -122124.016545
  nChanged 468
		SP:Iteration 1F (70369.190000 sec): 3 clusters
  Score: Raw -124787.933646 + Penalty 2363.755094 = -122424.178552
  nChanged 108
		SP:Iteration 2F (70369.220000 sec): 3 clusters
  Score: Raw -124869.830958 + Penalty 2363.755094 = -122506.075864
  nChanged 62
		SP:Iteration 3Q (70369.240000 sec): 3 clusters
  Score: Raw -124926.662184 + Penalty 2363.755094 = -122562.907090
  nChanged 43
		SP:Iteration 4Q (70369.270000 sec): 3 clusters
  Score: Raw -124955.704987 + Penalty 2363.755094 = -122591.949894
  nChanged 25
		SP:Iteration 5Q (70369.300000 sec): 3 clusters
  Score: Raw -124972.672959 + Penalty 2363.755094 = -122608.917866
  nChanged 19
		SP:Iteration 6Q (70369.330000 sec): 3 clusters
  Score: Raw -124986.279629 + Penalty 2363.755094 = -122622.524536
  nChanged 14
		SP:Iteration 7Q (70369.360000 sec): 3 clusters
  Score: Raw -124994.505129 + Penalty 2363.755094 = -122630.750036
  nChanged 7
		SP:Iteration 8Q (70369.380000 sec): 3 clusters
  Score: Raw -124998.619427 + Penalty 2363.755094 = -122634.864333
  nChanged 8
		SP:Iteration 9Q (70369.410000 sec): 3 clusters
  Score: Raw -125003.452963 + Penalty 2363.755094 = -122639.697869
  nChanged 10
		SP:Iteration 10Q (70369.440000 sec): 3 clusters
  Score: Raw -125009.552855 + Penalty 2363.755094 = -122645.797762
  nChanged 7
		SP:Iteration 11Q (70369.470000 sec): 3 clusters
  Score: Raw -125014.149514 + Penalty 2363.755094 = -122650.394420
  nChanged 10
		SP:Iteration 12Q (70369.500000 sec): 3 clusters
  Score: Raw -125023.077766 + Penalty 2363.755094 = -122659.322672
  nChanged 9
		SP:Iteration 13Q (70369.520000 sec): 3 clusters
  Score: Raw -125028.100506 + Penalty 2363.755094 = -122664.345412
  nChanged 9
		SP:Iteration 14Q (70369.550000 sec): 3 clusters
  Score: Raw -125032.608286 + Penalty 2363.755094 = -122668.853192
  nChanged 3
		SP:Iteration 15Q (70369.580000 sec): 3 clusters
  Score: Raw -125034.594337 + Penalty 2363.755094 = -122670.839243
  nChanged 0
		SP:Iteration 16F (70369.610000 sec): 3 clusters
  Score: Raw -125034.594337 + Penalty 2363.755094 = -122670.839243
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 86 (1096 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (70369.660000 sec): 2 clusters
  Score: Raw -79429.578468 + Penalty 1137.406151 = -78292.172317
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (70369.680000 sec): 3 clusters
  Score: Raw -79132.575788 + Penalty 2274.812302 = -76857.763486
  nChanged 357
		SP:Iteration 1F (70369.700000 sec): 3 clusters
  Score: Raw -79610.432143 + Penalty 2274.812302 = -77335.619841
  nChanged 106
		SP:Iteration 2F (70369.720000 sec): 3 clusters
  Score: Raw -79772.699911 + Penalty 2274.812302 = -77497.887609
  nChanged 60
		SP:Iteration 3F (70369.740000 sec): 3 clusters
  Score: Raw -79851.802287 + Penalty 2274.812302 = -77576.989985
  nChanged 36
		SP:Iteration 4Q (70369.760000 sec): 3 clusters
  Score: Raw -79914.711979 + Penalty 2274.812302 = -77639.899677
  nChanged 28
		SP:Iteration 5Q (70369.780000 sec): 3 clusters
  Score: Raw -79960.200942 + Penalty 2274.812302 = -77685.388640
  nChanged 25
		SP:Iteration 6Q (70369.810000 sec): 3 clusters
  Score: Raw -80008.684664 + Penalty 2274.812302 = -77733.872362
  nChanged 22
		SP:Iteration 7Q (70369.830000 sec): 3 clusters
  Score: Raw -80040.300708 + Penalty 2274.812302 = -77765.488406
  nChanged 24
		SP:Iteration 8Q (70369.850000 sec): 3 clusters
  Score: Raw -80073.327926 + Penalty 2274.812302 = -77798.515624
  nChanged 12
		SP:Iteration 9Q (70369.870000 sec): 3 clusters
  Score: Raw -80089.118876 + Penalty 2274.812302 = -77814.306574
  nChanged 6
		SP:Iteration 10Q (70369.890000 sec): 3 clusters
  Score: Raw -80099.449336 + Penalty 2274.812302 = -77824.637034
  nChanged 5
		SP:Iteration 11Q (70369.910000 sec): 3 clusters
  Score: Raw -80107.843165 + Penalty 2274.812302 = -77833.030863
  nChanged 6
		SP:Iteration 12Q (70369.930000 sec): 3 clusters
  Score: Raw -80116.756518 + Penalty 2274.812302 = -77841.944216
  nChanged 5
		SP:Iteration 13Q (70369.950000 sec): 3 clusters
  Score: Raw -80123.889209 + Penalty 2274.812302 = -77849.076907
  nChanged 4
		SP:Iteration 14Q (70369.980000 sec): 3 clusters
  Score: Raw -80134.944473 + Penalty 2274.812302 = -77860.132171
  nChanged 7
		SP:Iteration 15Q (70370.000000 sec): 3 clusters
  Score: Raw -80147.145696 + Penalty 2274.812302 = -77872.333394
  nChanged 9
		SP:Iteration 16Q (70370.020000 sec): 3 clusters
  Score: Raw -80155.964660 + Penalty 2274.812302 = -77881.152358
  nChanged 1
		SP:Iteration 17Q (70370.040000 sec): 3 clusters
  Score: Raw -80156.742531 + Penalty 2274.812302 = -77881.930229
  nChanged 1
		SP:Iteration 18Q (70370.060000 sec): 3 clusters
  Score: Raw -80158.321833 + Penalty 2274.812302 = -77883.509531
  nChanged 3
		SP:Iteration 19Q (70370.080000 sec): 3 clusters
  Score: Raw -80161.524467 + Penalty 2274.812302 = -77886.712165
  nChanged 0
		SP:Iteration 20F (70370.100000 sec): 3 clusters
  Score: Raw -80161.524467 + Penalty 2274.812302 = -77886.712165
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 87 (6084 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (70370.190000 sec): 2 clusters
  Score: Raw -549832.417843 + Penalty 1415.930369 = -548416.487475
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (70370.340000 sec): 3 clusters
  Score: Raw -546553.806009 + Penalty 2831.860737 = -543721.945272
  nChanged 2528
		SP:Iteration 1F (70370.440000 sec): 3 clusters
  Score: Raw -547916.454615 + Penalty 2831.860737 = -545084.593877
  nChanged 415
		SP:Iteration 2F (70370.540000 sec): 3 clusters
  Score: Raw -548196.474970 + Penalty 2831.860737 = -545364.614233
  nChanged 392
		SP:Iteration 3F (70370.650000 sec): 3 clusters
  Score: Raw -548484.808548 + Penalty 2831.860737 = -545652.947811
  nChanged 366
		SP:Iteration 4F (70370.750000 sec): 3 clusters
  Score: Raw -548775.276998 + Penalty 2831.860737 = -545943.416261
  nChanged 377
		SP:Iteration 5F (70370.850000 sec): 3 clusters
  Score: Raw -549093.910299 + Penalty 2831.860737 = -546262.049562
  nChanged 371
		SP:Iteration 6F (70370.960000 sec): 3 clusters
  Score: Raw -549439.327063 + Penalty 2831.860737 = -546607.466326
  nChanged 382
		SP:Iteration 7F (70371.060000 sec): 3 clusters
  Score: Raw -549772.648520 + Penalty 2831.860737 = -546940.787782
  nChanged 313
		SP:Iteration 8F (70371.170000 sec): 3 clusters
  Score: Raw -550060.001724 + Penalty 2831.860737 = -547228.140987
  nChanged 268
		SP:Iteration 9Q (70371.270000 sec): 3 clusters
  Score: Raw -550342.796632 + Penalty 2831.860737 = -547510.935895
  nChanged 220
		SP:Iteration 10Q (70371.370000 sec): 3 clusters
  Score: Raw -550531.182069 + Penalty 2831.860737 = -547699.321331
  nChanged 131
		SP:Iteration 11Q (70371.470000 sec): 3 clusters
  Score: Raw -550625.336573 + Penalty 2831.860737 = -547793.475835
  nChanged 93
		SP:Iteration 12Q (70371.570000 sec): 3 clusters
  Score: Raw -550675.950138 + Penalty 2831.860737 = -547844.089401
  nChanged 75
		SP:Iteration 13Q (70371.670000 sec): 3 clusters
  Score: Raw -550721.885551 + Penalty 2831.860737 = -547890.024814
  nChanged 51
		SP:Iteration 14Q (70371.770000 sec): 3 clusters
  Score: Raw -550750.330136 + Penalty 2831.860737 = -547918.469399
  nChanged 57
		SP:Iteration 15Q (70371.870000 sec): 3 clusters
  Score: Raw -550788.299520 + Penalty 2831.860737 = -547956.438783
  nChanged 56
		SP:Iteration 16Q (70371.970000 sec): 3 clusters
  Score: Raw -550828.032228 + Penalty 2831.860737 = -547996.171491
  nChanged 47
		SP:Iteration 17Q (70372.070000 sec): 3 clusters
  Score: Raw -550859.831326 + Penalty 2831.860737 = -548027.970589
  nChanged 49
		SP:Iteration 18Q (70372.170000 sec): 3 clusters
  Score: Raw -550892.896233 + Penalty 2831.860737 = -548061.035496
  nChanged 47
		SP:Iteration 19Q (70372.270000 sec): 3 clusters
  Score: Raw -550926.074831 + Penalty 2831.860737 = -548094.214093
  nChanged 36
		SP:Iteration 20F (70372.370000 sec): 3 clusters
  Score: Raw -550947.266915 + Penalty 2831.860737 = -548115.406177
  nChanged 23
		SP:Iteration 21Q (70372.470000 sec): 3 clusters
  Score: Raw -550956.983396 + Penalty 2831.860737 = -548125.122659
  nChanged 13
		SP:Iteration 22Q (70372.570000 sec): 3 clusters
  Score: Raw -550960.587850 + Penalty 2831.860737 = -548128.727112
  nChanged 10
		SP:Iteration 23Q (70372.670000 sec): 3 clusters
  Score: Raw -550962.996780 + Penalty 2831.860737 = -548131.136043
  nChanged 8
		SP:Iteration 24Q (70372.770000 sec): 3 clusters
  Score: Raw -550965.771536 + Penalty 2831.860737 = -548133.910799
  nChanged 7
		SP:Iteration 25Q (70372.860000 sec): 3 clusters
  Score: Raw -550967.955108 + Penalty 2831.860737 = -548136.094370
  nChanged 6
		SP:Iteration 26Q (70372.960000 sec): 3 clusters
  Score: Raw -550969.879061 + Penalty 2831.860737 = -548138.018324
  nChanged 7
		SP:Iteration 27Q (70373.060000 sec): 3 clusters
  Score: Raw -550971.564222 + Penalty 2831.860737 = -548139.703485
  nChanged 4
		SP:Iteration 28Q (70373.150000 sec): 3 clusters
  Score: Raw -550972.295421 + Penalty 2831.860737 = -548140.434684
  nChanged 4
		SP:Iteration 29Q (70373.250000 sec): 3 clusters
  Score: Raw -550973.316853 + Penalty 2831.860737 = -548141.456116
  nChanged 2
		SP:Iteration 30Q (70373.350000 sec): 3 clusters
  Score: Raw -550973.697595 + Penalty 2831.860737 = -548141.836858
  nChanged 2
		SP:Iteration 31Q (70373.450000 sec): 3 clusters
  Score: Raw -550974.205649 + Penalty 2831.860737 = -548142.344911
  nChanged 0
		SP:Iteration 32F (70373.550000 sec): 3 clusters
  Score: Raw -550974.205649 + Penalty 2831.860737 = -548142.344911
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 88 (10607 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (70373.690000 sec): 2 clusters
  Score: Raw -913929.525508 + Penalty 1506.256284 = -912423.269224
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (70373.840000 sec): 3 clusters
  Score: Raw -907970.096756 + Penalty 3012.512568 = -904957.584188
  nChanged 4593
		SP:Iteration 1F (70374.010000 sec): 3 clusters
  Score: Raw -910574.985643 + Penalty 3012.512568 = -907562.473075
  nChanged 857
		SP:Iteration 2F (70374.150000 sec): 3 clusters
  Score: Raw -911237.447127 + Penalty 3012.512568 = -908224.934559
  nChanged 883
		SP:Iteration 3F (70374.330000 sec): 3 clusters
  Score: Raw -911960.947893 + Penalty 3012.512568 = -908948.435325
  nChanged 882
		SP:Iteration 4F (70374.490000 sec): 3 clusters
  Score: Raw -912653.311689 + Penalty 3012.512568 = -909640.799122
  nChanged 718
		SP:Iteration 5F (70374.650000 sec): 3 clusters
  Score: Raw -913085.410253 + Penalty 3012.512568 = -910072.897686
  nChanged 468
		SP:Iteration 6Q (70374.840000 sec): 3 clusters
  Score: Raw -913307.683785 + Penalty 3012.512568 = -910295.171217
  nChanged 342
		SP:Iteration 7Q (70374.990000 sec): 3 clusters
  Score: Raw -913435.666869 + Penalty 3012.512568 = -910423.154301
  nChanged 218
		SP:Iteration 8Q (70375.160000 sec): 3 clusters
  Score: Raw -913505.917204 + Penalty 3012.512568 = -910493.404636
  nChanged 153
		SP:Iteration 9Q (70375.300000 sec): 3 clusters
  Score: Raw -913550.482348 + Penalty 3012.512568 = -910537.969780
  nChanged 130
		SP:Iteration 10Q (70375.480000 sec): 3 clusters
  Score: Raw -913582.906832 + Penalty 3012.512568 = -910570.394264
  nChanged 101
		SP:Iteration 11Q (70375.640000 sec): 3 clusters
  Score: Raw -913606.400534 + Penalty 3012.512568 = -910593.887966
  nChanged 88
		SP:Iteration 12Q (70375.800000 sec): 3 clusters
  Score: Raw -913627.778076 + Penalty 3012.512568 = -910615.265508
  nChanged 72
		SP:Iteration 13Q (70376.000000 sec): 3 clusters
  Score: Raw -913644.389480 + Penalty 3012.512568 = -910631.876912
  nChanged 77
		SP:Iteration 14Q (70376.150000 sec): 3 clusters
  Score: Raw -913661.609977 + Penalty 3012.512568 = -910649.097409
  nChanged 65
		SP:Iteration 15Q (70376.320000 sec): 3 clusters
  Score: Raw -913672.983260 + Penalty 3012.512568 = -910660.470692
  nChanged 54
		SP:Iteration 16Q (70376.480000 sec): 3 clusters
  Score: Raw -913682.764002 + Penalty 3012.512568 = -910670.251434
  nChanged 52
		SP:Iteration 17Q (70376.660000 sec): 3 clusters
  Score: Raw -913693.476687 + Penalty 3012.512568 = -910680.964119
  nChanged 52
		SP:Iteration 18Q (70376.820000 sec): 3 clusters
  Score: Raw -913703.687612 + Penalty 3012.512568 = -910691.175044
  nChanged 52
		SP:Iteration 19Q (70376.990000 sec): 3 clusters
  Score: Raw -913713.648744 + Penalty 3012.512568 = -910701.136176
  nChanged 58
		SP:Iteration 20F (70377.170000 sec): 3 clusters
  Score: Raw -913727.020046 + Penalty 3012.512568 = -910714.507478
  nChanged 63
		SP:Iteration 21Q (70377.320000 sec): 3 clusters
  Score: Raw -913742.013614 + Penalty 3012.512568 = -910729.501046
  nChanged 65
		SP:Iteration 22Q (70377.500000 sec): 3 clusters
  Score: Raw -913758.321952 + Penalty 3012.512568 = -910745.809384
  nChanged 66
		SP:Iteration 23Q (70377.660000 sec): 3 clusters
  Score: Raw -913777.493608 + Penalty 3012.512568 = -910764.981040
  nChanged 75
		SP:Iteration 24Q (70377.840000 sec): 3 clusters
  Score: Raw -913798.758402 + Penalty 3012.512568 = -910786.245834
  nChanged 87
		SP:Iteration 25Q (70378.000000 sec): 3 clusters
  Score: Raw -913823.224371 + Penalty 3012.512568 = -910810.711803
  nChanged 92
		SP:Iteration 26Q (70378.170000 sec): 3 clusters
  Score: Raw -913848.165746 + Penalty 3012.512568 = -910835.653178
  nChanged 87
		SP:Iteration 27Q (70378.360000 sec): 3 clusters
  Score: Raw -913876.328250 + Penalty 3012.512568 = -910863.815683
  nChanged 87
		SP:Iteration 28Q (70378.510000 sec): 3 clusters
  Score: Raw -913904.622051 + Penalty 3012.512568 = -910892.109483
  nChanged 94
		SP:Iteration 29Q (70378.670000 sec): 3 clusters
  Score: Raw -913938.545321 + Penalty 3012.512568 = -910926.032753
  nChanged 98
		SP:Iteration 30Q (70378.820000 sec): 3 clusters
  Score: Raw -913970.857386 + Penalty 3012.512568 = -910958.344818
  nChanged 92
		SP:Iteration 31Q (70379.000000 sec): 3 clusters
  Score: Raw -914003.048208 + Penalty 3012.512568 = -910990.535640
  nChanged 78
		SP:Iteration 32Q (70379.150000 sec): 3 clusters
  Score: Raw -914035.189813 + Penalty 3012.512568 = -911022.677245
  nChanged 110
		SP:Iteration 33Q (70379.320000 sec): 3 clusters
  Score: Raw -914079.895043 + Penalty 3012.512568 = -911067.382476
  nChanged 109
		SP:Iteration 34Q (70379.510000 sec): 3 clusters
  Score: Raw -914127.387244 + Penalty 3012.512568 = -911114.874676
  nChanged 114
		SP:Iteration 35Q (70379.660000 sec): 3 clusters
  Score: Raw -914176.004800 + Penalty 3012.512568 = -911163.492232
  nChanged 112
		SP:Iteration 36Q (70379.830000 sec): 3 clusters
  Score: Raw -914214.661379 + Penalty 3012.512568 = -911202.148811
  nChanged 94
		SP:Iteration 37Q (70379.980000 sec): 3 clusters
  Score: Raw -914254.566001 + Penalty 3012.512568 = -911242.053433
  nChanged 82
		SP:Iteration 38Q (70380.150000 sec): 3 clusters
  Score: Raw -914281.046566 + Penalty 3012.512568 = -911268.533998
  nChanged 70
		SP:Iteration 39Q (70380.310000 sec): 3 clusters
  Score: Raw -914301.679737 + Penalty 3012.512568 = -911289.167169
  nChanged 56
		SP:Iteration 40F (70380.460000 sec): 3 clusters
  Score: Raw -914320.668307 + Penalty 3012.512568 = -911308.155739
  nChanged 46
		SP:Iteration 41Q (70380.630000 sec): 3 clusters
  Score: Raw -914336.378664 + Penalty 3012.512568 = -911323.866096
  nChanged 51
		SP:Iteration 42Q (70380.780000 sec): 3 clusters
  Score: Raw -914356.272846 + Penalty 3012.512568 = -911343.760278
  nChanged 49
		SP:Iteration 43Q (70380.940000 sec): 3 clusters
  Score: Raw -914371.912828 + Penalty 3012.512568 = -911359.400260
  nChanged 41
		SP:Iteration 44Q (70381.120000 sec): 3 clusters
  Score: Raw -914388.763667 + Penalty 3012.512568 = -911376.251099
  nChanged 40
		SP:Iteration 45Q (70381.270000 sec): 3 clusters
  Score: Raw -914404.084078 + Penalty 3012.512568 = -911391.571510
  nChanged 46
		SP:Iteration 46Q (70381.430000 sec): 3 clusters
  Score: Raw -914421.025750 + Penalty 3012.512568 = -911408.513182
  nChanged 54
		SP:Iteration 47Q (70381.610000 sec): 3 clusters
  Score: Raw -914440.914076 + Penalty 3012.512568 = -911428.401509
  nChanged 43
		SP:Iteration 48Q (70381.760000 sec): 3 clusters
  Score: Raw -914458.251443 + Penalty 3012.512568 = -911445.738875
  nChanged 52
		SP:Iteration 49Q (70381.920000 sec): 3 clusters
  Score: Raw -914480.189171 + Penalty 3012.512568 = -911467.676604
  nChanged 44
		SP:Iteration 50Q (70382.070000 sec): 3 clusters
  Score: Raw -914504.510791 + Penalty 3012.512568 = -911491.998223
  nChanged 68
		SP:Iteration 51Q (70382.230000 sec): 3 clusters
  Score: Raw -914538.502495 + Penalty 3012.512568 = -911525.989927
  nChanged 60
		SP:Iteration 52Q (70382.410000 sec): 3 clusters
  Score: Raw -914568.201670 + Penalty 3012.512568 = -911555.689102
  nChanged 57
		SP:Iteration 53Q (70382.560000 sec): 3 clusters
  Score: Raw -914594.740680 + Penalty 3012.512568 = -911582.228112
  nChanged 50
		SP:Iteration 54Q (70382.710000 sec): 3 clusters
  Score: Raw -914617.453683 + Penalty 3012.512568 = -911604.941115
  nChanged 51
		SP:Iteration 55Q (70382.890000 sec): 3 clusters
  Score: Raw -914643.577348 + Penalty 3012.512568 = -911631.064780
  nChanged 44
		SP:Iteration 56Q (70383.030000 sec): 3 clusters
  Score: Raw -914661.383848 + Penalty 3012.512568 = -911648.871280
  nChanged 43
		SP:Iteration 57Q (70383.190000 sec): 3 clusters
  Score: Raw -914672.717546 + Penalty 3012.512568 = -911660.204978
  nChanged 32
		SP:Iteration 58Q (70383.340000 sec): 3 clusters
  Score: Raw -914679.851405 + Penalty 3012.512568 = -911667.338837
  nChanged 30
		SP:Iteration 59Q (70383.480000 sec): 3 clusters
  Score: Raw -914687.400516 + Penalty 3012.512568 = -911674.887948
  nChanged 33
		SP:Iteration 60F (70383.650000 sec): 3 clusters
  Score: Raw -914694.823844 + Penalty 3012.512568 = -911682.311276
  nChanged 31
		SP:Iteration 61Q (70383.810000 sec): 3 clusters
  Score: Raw -914702.200307 + Penalty 3012.512568 = -911689.687739
  nChanged 26
		SP:Iteration 62Q (70383.940000 sec): 3 clusters
  Score: Raw -914706.514350 + Penalty 3012.512568 = -911694.001782
  nChanged 16
		SP:Iteration 63Q (70384.110000 sec): 3 clusters
  Score: Raw -914708.989689 + Penalty 3012.512568 = -911696.477121
  nChanged 16
		SP:Iteration 64Q (70384.290000 sec): 3 clusters
  Score: Raw -914711.534519 + Penalty 3012.512568 = -911699.021951
  nChanged 12
		SP:Iteration 65Q (70384.430000 sec): 3 clusters
  Score: Raw -914713.314715 + Penalty 3012.512568 = -911700.802147
  nChanged 10
		SP:Iteration 66Q (70384.580000 sec): 3 clusters
  Score: Raw -914715.252637 + Penalty 3012.512568 = -911702.740069
  nChanged 13
		SP:Iteration 67Q (70384.730000 sec): 3 clusters
  Score: Raw -914718.710378 + Penalty 3012.512568 = -911706.197811
  nChanged 18
		SP:Iteration 68Q (70384.870000 sec): 3 clusters
  Score: Raw -914721.805278 + Penalty 3012.512568 = -911709.292710
  nChanged 10
		SP:Iteration 69Q (70385.040000 sec): 3 clusters
  Score: Raw -914723.822590 + Penalty 3012.512568 = -911711.310022
  nChanged 11
		SP:Iteration 70Q (70385.210000 sec): 3 clusters
  Score: Raw -914725.313452 + Penalty 3012.512568 = -911712.800885
  nChanged 6
		SP:Iteration 71Q (70385.350000 sec): 3 clusters
  Score: Raw -914726.195537 + Penalty 3012.512568 = -911713.682969
  nChanged 4
		SP:Iteration 72Q (70385.510000 sec): 3 clusters
  Score: Raw -914727.003587 + Penalty 3012.512568 = -911714.491019
  nChanged 4
		SP:Iteration 73Q (70385.670000 sec): 3 clusters
  Score: Raw -914727.485606 + Penalty 3012.512568 = -911714.973039
  nChanged 4
		SP:Iteration 74Q (70385.810000 sec): 3 clusters
  Score: Raw -914727.991916 + Penalty 3012.512568 = -911715.479348
  nChanged 6
		SP:Iteration 75Q (70385.980000 sec): 3 clusters
  Score: Raw -914729.016236 + Penalty 3012.512568 = -911716.503668
  nChanged 7
		SP:Iteration 76Q (70386.130000 sec): 3 clusters
  Score: Raw -914729.858720 + Penalty 3012.512568 = -911717.346152
  nChanged 5
		SP:Iteration 77Q (70386.260000 sec): 3 clusters
  Score: Raw -914730.698971 + Penalty 3012.512568 = -911718.186403
  nChanged 7
		SP:Iteration 78Q (70386.430000 sec): 3 clusters
  Score: Raw -914731.893502 + Penalty 3012.512568 = -911719.380934
  nChanged 7
		SP:Iteration 79Q (70386.610000 sec): 3 clusters
  Score: Raw -914733.116122 + Penalty 3012.512568 = -911720.603554
  nChanged 5
		SP:Iteration 80F (70386.760000 sec): 3 clusters
  Score: Raw -914733.783060 + Penalty 3012.512568 = -911721.270492
  nChanged 3
		SP:Iteration 81Q (70386.920000 sec): 3 clusters
  Score: Raw -914734.017796 + Penalty 3012.512568 = -911721.505228
  nChanged 1
		SP:Iteration 82Q (70387.070000 sec): 3 clusters
  Score: Raw -914734.125777 + Penalty 3012.512568 = -911721.613209
  nChanged 2
		SP:Iteration 83Q (70387.220000 sec): 3 clusters
  Score: Raw -914734.481788 + Penalty 3012.512568 = -911721.969220
  nChanged 2
		SP:Iteration 84Q (70387.400000 sec): 3 clusters
  Score: Raw -914734.627522 + Penalty 3012.512568 = -911722.114954
  nChanged 0
		SP:Iteration 85F (70387.560000 sec): 3 clusters
  Score: Raw -914734.627522 + Penalty 3012.512568 = -911722.114954
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 89 (1189 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (70387.620000 sec): 2 clusters
  Score: Raw -94777.748777 + Penalty 1150.641033 = -93627.107744
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (70387.640000 sec): 3 clusters
  Score: Raw -94346.595110 + Penalty 2301.282066 = -92045.313044
  nChanged 405
		SP:Iteration 1F (70387.670000 sec): 3 clusters
  Score: Raw -94803.731352 + Penalty 2301.282066 = -92502.449286
  nChanged 115
		SP:Iteration 2F (70387.690000 sec): 3 clusters
  Score: Raw -94970.992450 + Penalty 2301.282066 = -92669.710384
  nChanged 64
		SP:Iteration 3F (70387.720000 sec): 3 clusters
  Score: Raw -95079.007798 + Penalty 2301.282066 = -92777.725732
  nChanged 52
		SP:Iteration 4Q (70387.740000 sec): 3 clusters
  Score: Raw -95167.586058 + Penalty 2301.282066 = -92866.303992
  nChanged 46
		SP:Iteration 5Q (70387.760000 sec): 3 clusters
  Score: Raw -95246.439101 + Penalty 2301.282066 = -92945.157035
  nChanged 38
		SP:Iteration 6Q (70387.790000 sec): 3 clusters
  Score: Raw -95302.709561 + Penalty 2301.282066 = -93001.427494
  nChanged 25
		SP:Iteration 7Q (70387.810000 sec): 3 clusters
  Score: Raw -95323.507630 + Penalty 2301.282066 = -93022.225564
  nChanged 12
		SP:Iteration 8Q (70387.830000 sec): 3 clusters
  Score: Raw -95332.359177 + Penalty 2301.282066 = -93031.077110
  nChanged 6
		SP:Iteration 9Q (70387.860000 sec): 3 clusters
  Score: Raw -95338.505901 + Penalty 2301.282066 = -93037.223834
  nChanged 5
		SP:Iteration 10Q (70387.880000 sec): 3 clusters
  Score: Raw -95343.954442 + Penalty 2301.282066 = -93042.672375
  nChanged 4
		SP:Iteration 11Q (70387.900000 sec): 3 clusters
  Score: Raw -95350.316158 + Penalty 2301.282066 = -93049.034092
  nChanged 4
		SP:Iteration 12Q (70387.920000 sec): 3 clusters
  Score: Raw -95354.312986 + Penalty 2301.282066 = -93053.030920
  nChanged 3
		SP:Iteration 13Q (70387.940000 sec): 3 clusters
  Score: Raw -95357.119541 + Penalty 2301.282066 = -93055.837475
  nChanged 5
		SP:Iteration 14Q (70387.970000 sec): 3 clusters
  Score: Raw -95362.809590 + Penalty 2301.282066 = -93061.527523
  nChanged 6
		SP:Iteration 15Q (70387.990000 sec): 3 clusters
  Score: Raw -95366.892978 + Penalty 2301.282066 = -93065.610911
  nChanged 3
		SP:Iteration 16Q (70388.010000 sec): 3 clusters
  Score: Raw -95369.565682 + Penalty 2301.282066 = -93068.283615
  nChanged 3
		SP:Iteration 17Q (70388.040000 sec): 3 clusters
  Score: Raw -95371.416540 + Penalty 2301.282066 = -93070.134473
  nChanged 1
		SP:Iteration 18Q (70388.060000 sec): 3 clusters
  Score: Raw -95372.274023 + Penalty 2301.282066 = -93070.991957
  nChanged 0
		SP:Iteration 19F (70388.080000 sec): 3 clusters
  Score: Raw -95372.274023 + Penalty 2301.282066 = -93070.991957
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 90 (36856 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (70388.410000 sec): 2 clusters
  Score: Raw -3349979.126257 + Penalty 1708.650727 = -3348270.475530
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (70388.830000 sec): 3 clusters
  Score: Raw -3327109.469745 + Penalty 3417.301455 = -3323692.168291
  nChanged 16989
		SP:Iteration 1F (70389.210000 sec): 3 clusters
  Score: Raw -3336929.194974 + Penalty 3417.301455 = -3333511.893519
  nChanged 1958
		SP:Iteration 2F (70389.610000 sec): 3 clusters
  Score: Raw -3337780.212349 + Penalty 3417.301455 = -3334362.910894
  nChanged 2179
		SP:Iteration 3F (70390.020000 sec): 3 clusters
  Score: Raw -3338909.956703 + Penalty 3417.301455 = -3335492.655248
  nChanged 2465
		SP:Iteration 4F (70390.440000 sec): 3 clusters
  Score: Raw -3340410.405130 + Penalty 3417.301455 = -3336993.103675
  nChanged 2614
		SP:Iteration 5F (70390.880000 sec): 3 clusters
  Score: Raw -3342205.645847 + Penalty 3417.301455 = -3338788.344392
  nChanged 2572
		SP:Iteration 6F (70391.300000 sec): 3 clusters
  Score: Raw -3344113.571625 + Penalty 3417.301455 = -3340696.270171
  nChanged 2212
		SP:Iteration 7F (70391.680000 sec): 3 clusters
  Score: Raw -3345823.458845 + Penalty 3417.301455 = -3342406.157390
  nChanged 1800
		SP:Iteration 8Q (70392.100000 sec): 3 clusters
  Score: Raw -3347309.344124 + Penalty 3417.301455 = -3343892.042669
  nChanged 1383
		SP:Iteration 9Q (70392.510000 sec): 3 clusters
  Score: Raw -3348509.654882 + Penalty 3417.301455 = -3345092.353427
  nChanged 903
		SP:Iteration 10Q (70392.940000 sec): 3 clusters
  Score: Raw -3349271.115050 + Penalty 3417.301455 = -3345853.813595
  nChanged 492
		SP:Iteration 11Q (70393.340000 sec): 3 clusters
  Score: Raw -3349668.679931 + Penalty 3417.301455 = -3346251.378476
  nChanged 256
		SP:Iteration 12Q (70393.680000 sec): 3 clusters
  Score: Raw -3349884.962910 + Penalty 3417.301455 = -3346467.661456
  nChanged 146
		SP:Iteration 13Q (70394.070000 sec): 3 clusters
  Score: Raw -3350001.570825 + Penalty 3417.301455 = -3346584.269371
  nChanged 79
		SP:Iteration 14Q (70394.400000 sec): 3 clusters
  Score: Raw -3350069.851485 + Penalty 3417.301455 = -3346652.550030
  nChanged 43
		SP:Iteration 15Q (70394.740000 sec): 3 clusters
  Score: Raw -3350118.470787 + Penalty 3417.301455 = -3346701.169332
  nChanged 38
		SP:Iteration 16Q (70395.120000 sec): 3 clusters
  Score: Raw -3350157.765436 + Penalty 3417.301455 = -3346740.463981
  nChanged 28
		SP:Iteration 17Q (70395.460000 sec): 3 clusters
  Score: Raw -3350189.304005 + Penalty 3417.301455 = -3346772.002551
  nChanged 22
		SP:Iteration 18Q (70395.780000 sec): 3 clusters
  Score: Raw -3350212.354659 + Penalty 3417.301455 = -3346795.053205
  nChanged 14
		SP:Iteration 19Q (70396.170000 sec): 3 clusters
  Score: Raw -3350223.779106 + Penalty 3417.301455 = -3346806.477651
  nChanged 9
		SP:Iteration 20F (70396.540000 sec): 3 clusters
  Score: Raw -3350232.410272 + Penalty 3417.301455 = -3346815.108817
  nChanged 3
		SP:Iteration 21Q (70396.920000 sec): 3 clusters
  Score: Raw -3350236.135391 + Penalty 3417.301455 = -3346818.833936
  nChanged 3
		SP:Iteration 22Q (70397.250000 sec): 3 clusters
  Score: Raw -3350238.703912 + Penalty 3417.301455 = -3346821.402458
  nChanged 3
		SP:Iteration 23Q (70397.630000 sec): 3 clusters
  Score: Raw -3350241.553651 + Penalty 3417.301455 = -3346824.252197
  nChanged 2
		SP:Iteration 24Q (70397.960000 sec): 3 clusters
  Score: Raw -3350243.991504 + Penalty 3417.301455 = -3346826.690049
  nChanged 2
		SP:Iteration 25Q (70398.290000 sec): 3 clusters
  Score: Raw -3350246.678205 + Penalty 3417.301455 = -3346829.376750
  nChanged 3
		SP:Iteration 26Q (70398.670000 sec): 3 clusters
  Score: Raw -3350248.961087 + Penalty 3417.301455 = -3346831.659632
  nChanged 1
		SP:Iteration 27Q (70399.000000 sec): 3 clusters
  Score: Raw -3350249.978892 + Penalty 3417.301455 = -3346832.677437
  nChanged 1
		SP:Iteration 28Q (70399.330000 sec): 3 clusters
  Score: Raw -3350250.743030 + Penalty 3417.301455 = -3346833.441575
  nChanged 0
		SP:Iteration 29F (70399.750000 sec): 3 clusters
  Score: Raw -3350250.743030 + Penalty 3417.301455 = -3346833.441575
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 91 (3402 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (70399.810000 sec): 2 clusters
  Score: Raw -272282.403154 + Penalty 1321.469301 = -270960.933853
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (70399.900000 sec): 3 clusters
  Score: Raw -270635.223930 + Penalty 2642.938601 = -267992.285329
  nChanged 1367
		SP:Iteration 1F (70399.980000 sec): 3 clusters
  Score: Raw -271644.351929 + Penalty 2642.938601 = -269001.413327
  nChanged 361
		SP:Iteration 2F (70400.040000 sec): 3 clusters
  Score: Raw -271985.770488 + Penalty 2642.938601 = -269342.831887
  nChanged 273
		SP:Iteration 3F (70400.110000 sec): 3 clusters
  Score: Raw -272296.840257 + Penalty 2642.938601 = -269653.901656
  nChanged 224
		SP:Iteration 4F (70400.170000 sec): 3 clusters
  Score: Raw -272530.446713 + Penalty 2642.938601 = -269887.508112
  nChanged 170
		SP:Iteration 5Q (70400.230000 sec): 3 clusters
  Score: Raw -272668.615755 + Penalty 2642.938601 = -270025.677154
  nChanged 125
		SP:Iteration 6Q (70400.300000 sec): 3 clusters
  Score: Raw -272757.198743 + Penalty 2642.938601 = -270114.260141
  nChanged 101
		SP:Iteration 7Q (70400.360000 sec): 3 clusters
  Score: Raw -272828.933667 + Penalty 2642.938601 = -270185.995066
  nChanged 86
		SP:Iteration 8Q (70400.420000 sec): 3 clusters
  Score: Raw -272878.219417 + Penalty 2642.938601 = -270235.280816
  nChanged 60
		SP:Iteration 9Q (70400.490000 sec): 3 clusters
  Score: Raw -272903.641452 + Penalty 2642.938601 = -270260.702851
  nChanged 39
		SP:Iteration 10Q (70400.550000 sec): 3 clusters
  Score: Raw -272918.008381 + Penalty 2642.938601 = -270275.069780
  nChanged 29
		SP:Iteration 11Q (70400.620000 sec): 3 clusters
  Score: Raw -272930.718212 + Penalty 2642.938601 = -270287.779610
  nChanged 32
		SP:Iteration 12Q (70400.680000 sec): 3 clusters
  Score: Raw -272940.694928 + Penalty 2642.938601 = -270297.756327
  nChanged 25
		SP:Iteration 13Q (70400.740000 sec): 3 clusters
  Score: Raw -272948.781593 + Penalty 2642.938601 = -270305.842992
  nChanged 13
		SP:Iteration 14Q (70400.800000 sec): 3 clusters
  Score: Raw -272952.882020 + Penalty 2642.938601 = -270309.943418
  nChanged 11
		SP:Iteration 15Q (70400.870000 sec): 3 clusters
  Score: Raw -272955.583417 + Penalty 2642.938601 = -270312.644815
  nChanged 6
		SP:Iteration 16Q (70400.930000 sec): 3 clusters
  Score: Raw -272957.712799 + Penalty 2642.938601 = -270314.774197
  nChanged 7
		SP:Iteration 17Q (70401.000000 sec): 3 clusters
  Score: Raw -272960.567727 + Penalty 2642.938601 = -270317.629126
  nChanged 7
		SP:Iteration 18Q (70401.060000 sec): 3 clusters
  Score: Raw -272963.285579 + Penalty 2642.938601 = -270320.346978
  nChanged 6
		SP:Iteration 19Q (70401.120000 sec): 3 clusters
  Score: Raw -272965.861261 + Penalty 2642.938601 = -270322.922659
  nChanged 10
		SP:Iteration 20F (70401.180000 sec): 3 clusters
  Score: Raw -272969.814890 + Penalty 2642.938601 = -270326.876289
  nChanged 8
		SP:Iteration 21Q (70401.250000 sec): 3 clusters
  Score: Raw -272971.271044 + Penalty 2642.938601 = -270328.332443
  nChanged 2
		SP:Iteration 22Q (70401.310000 sec): 3 clusters
  Score: Raw -272971.845455 + Penalty 2642.938601 = -270328.906854
  nChanged 4
		SP:Iteration 23Q (70401.370000 sec): 3 clusters
  Score: Raw -272972.611336 + Penalty 2642.938601 = -270329.672735
  nChanged 2
		SP:Iteration 24Q (70401.440000 sec): 3 clusters
  Score: Raw -272972.875109 + Penalty 2642.938601 = -270329.936507
  nChanged 1
		SP:Iteration 25Q (70401.500000 sec): 3 clusters
  Score: Raw -272973.030126 + Penalty 2642.938601 = -270330.091524
  nChanged 0
		SP:Iteration 26F (70401.560000 sec): 3 clusters
  Score: Raw -272973.030126 + Penalty 2642.938601 = -270330.091524
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 92 (4564 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (70401.640000 sec): 2 clusters
  Score: Raw -384044.777905 + Penalty 1369.217641 = -382675.560264
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (70401.740000 sec): 3 clusters
  Score: Raw -381723.664962 + Penalty 2738.435281 = -378985.229681
  nChanged 1817
		SP:Iteration 1F (70401.830000 sec): 3 clusters
  Score: Raw -382834.385981 + Penalty 2738.435281 = -380095.950699
  nChanged 369
		SP:Iteration 2F (70401.920000 sec): 3 clusters
  Score: Raw -383125.297943 + Penalty 2738.435281 = -380386.862662
  nChanged 310
		SP:Iteration 3F (70402.000000 sec): 3 clusters
  Score: Raw -383370.296217 + Penalty 2738.435281 = -380631.860936
  nChanged 253
		SP:Iteration 4F (70402.090000 sec): 3 clusters
  Score: Raw -383538.517296 + Penalty 2738.435281 = -380800.082015
  nChanged 208
		SP:Iteration 5Q (70402.180000 sec): 3 clusters
  Score: Raw -383680.035079 + Penalty 2738.435281 = -380941.599798
  nChanged 196
		SP:Iteration 6Q (70402.270000 sec): 3 clusters
  Score: Raw -383806.939793 + Penalty 2738.435281 = -381068.504512
  nChanged 152
		SP:Iteration 7Q (70402.360000 sec): 3 clusters
  Score: Raw -383897.669280 + Penalty 2738.435281 = -381159.233999
  nChanged 138
		SP:Iteration 8Q (70402.450000 sec): 3 clusters
  Score: Raw -383977.341393 + Penalty 2738.435281 = -381238.906112
  nChanged 119
		SP:Iteration 9Q (70402.540000 sec): 3 clusters
  Score: Raw -384035.671609 + Penalty 2738.435281 = -381297.236328
  nChanged 94
		SP:Iteration 10Q (70402.630000 sec): 3 clusters
  Score: Raw -384084.745284 + Penalty 2738.435281 = -381346.310003
  nChanged 79
		SP:Iteration 11Q (70402.720000 sec): 3 clusters
  Score: Raw -384124.917588 + Penalty 2738.435281 = -381386.482307
  nChanged 82
		SP:Iteration 12Q (70402.800000 sec): 3 clusters
  Score: Raw -384164.160858 + Penalty 2738.435281 = -381425.725577
  nChanged 58
		SP:Iteration 13Q (70402.890000 sec): 3 clusters
  Score: Raw -384187.589286 + Penalty 2738.435281 = -381449.154005
  nChanged 49
		SP:Iteration 14Q (70402.980000 sec): 3 clusters
  Score: Raw -384204.684146 + Penalty 2738.435281 = -381466.248865
  nChanged 33
		SP:Iteration 15Q (70403.070000 sec): 3 clusters
  Score: Raw -384216.303890 + Penalty 2738.435281 = -381477.868609
  nChanged 23
		SP:Iteration 16Q (70403.160000 sec): 3 clusters
  Score: Raw -384223.185171 + Penalty 2738.435281 = -381484.749890
  nChanged 12
		SP:Iteration 17Q (70403.240000 sec): 3 clusters
  Score: Raw -384227.091317 + Penalty 2738.435281 = -381488.656035
  nChanged 9
		SP:Iteration 18Q (70403.330000 sec): 3 clusters
  Score: Raw -384229.475873 + Penalty 2738.435281 = -381491.040592
  nChanged 11
		SP:Iteration 19Q (70403.420000 sec): 3 clusters
  Score: Raw -384231.223642 + Penalty 2738.435281 = -381492.788361
  nChanged 4
		SP:Iteration 20F (70403.510000 sec): 3 clusters
  Score: Raw -384232.776822 + Penalty 2738.435281 = -381494.341541
  nChanged 6
		SP:Iteration 21Q (70403.590000 sec): 3 clusters
  Score: Raw -384233.973925 + Penalty 2738.435281 = -381495.538644
  nChanged 4
		SP:Iteration 22Q (70403.680000 sec): 3 clusters
  Score: Raw -384234.819547 + Penalty 2738.435281 = -381496.384266
  nChanged 2
		SP:Iteration 23Q (70403.770000 sec): 3 clusters
  Score: Raw -384235.172312 + Penalty 2738.435281 = -381496.737030
  nChanged 2
		SP:Iteration 24Q (70403.860000 sec): 3 clusters
  Score: Raw -384235.732969 + Penalty 2738.435281 = -381497.297688
  nChanged 2
		SP:Iteration 25Q (70403.940000 sec): 3 clusters
  Score: Raw -384236.037056 + Penalty 2738.435281 = -381497.601775
  nChanged 2
		SP:Iteration 26Q (70404.030000 sec): 3 clusters
  Score: Raw -384236.421993 + Penalty 2738.435281 = -381497.986712
  nChanged 4
		SP:Iteration 27Q (70404.120000 sec): 3 clusters
  Score: Raw -384237.448583 + Penalty 2738.435281 = -381499.013302
  nChanged 5
		SP:Iteration 28Q (70404.210000 sec): 3 clusters
  Score: Raw -384238.162987 + Penalty 2738.435281 = -381499.727705
  nChanged 3
		SP:Iteration 29Q (70404.290000 sec): 3 clusters
  Score: Raw -384238.684130 + Penalty 2738.435281 = -381500.248849
  nChanged 2
		SP:Iteration 30Q (70404.380000 sec): 3 clusters
  Score: Raw -384238.962157 + Penalty 2738.435281 = -381500.526876
  nChanged 3
		SP:Iteration 31Q (70404.470000 sec): 3 clusters
  Score: Raw -384239.585572 + Penalty 2738.435281 = -381501.150291
  nChanged 1
		SP:Iteration 32Q (70404.560000 sec): 3 clusters
  Score: Raw -384239.815859 + Penalty 2738.435281 = -381501.380578
  nChanged 0
		SP:Iteration 33F (70404.640000 sec): 3 clusters
  Score: Raw -384239.815859 + Penalty 2738.435281 = -381501.380578
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 93 (497 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (70404.690000 sec): 2 clusters
  Score: Raw -44763.492958 + Penalty 1008.895879 = -43754.597078
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (70404.700000 sec): 3 clusters
  Score: Raw -44700.040884 + Penalty 2017.791758 = -42682.249125
  nChanged 108
		SP:Iteration 1F (70404.710000 sec): 3 clusters
  Score: Raw -44838.856781 + Penalty 2017.791758 = -42821.065023
  nChanged 28
		SP:Iteration 2F (70404.720000 sec): 3 clusters
  Score: Raw -44886.493814 + Penalty 2017.791758 = -42868.702055
  nChanged 13
		SP:Iteration 3Q (70404.730000 sec): 3 clusters
  Score: Raw -44917.308055 + Penalty 2017.791758 = -42899.516297
  nChanged 6
		SP:Iteration 4Q (70404.740000 sec): 3 clusters
  Score: Raw -44925.440732 + Penalty 2017.791758 = -42907.648974
  nChanged 5
		SP:Iteration 5Q (70404.750000 sec): 3 clusters
  Score: Raw -44931.331068 + Penalty 2017.791758 = -42913.539309
  nChanged 1
		SP:Iteration 6Q (70404.760000 sec): 3 clusters
  Score: Raw -44931.954261 + Penalty 2017.791758 = -42914.162503
  nChanged 0
		SP:Iteration 7F (70404.780000 sec): 3 clusters
  Score: Raw -44931.954261 + Penalty 2017.791758 = -42914.162503
  nChanged 0
Iteration 139Q (70668.830000 sec): 104 clusters
  Score: Raw -66991115.620791 + Penalty 227289.628980 = -66763825.991810
  nChanged 5875
Iteration 140F (70969.810000 sec): 104 clusters
  Score: Raw -66994274.538116 + Penalty 227289.628980 = -66766984.909136
  nChanged 4467
Iteration 141Q (71225.200000 sec): 104 clusters
  Score: Raw -66995627.602892 + Penalty 227289.628980 = -66768337.973912
  nChanged 2653
Iteration 142Q (71478.740000 sec): 104 clusters
  Score: Raw -66996313.665119 + Penalty 227289.628980 = -66769024.036139
  nChanged 2009
Iteration 143Q (71734.130000 sec): 104 clusters
  Score: Raw -66996749.812092 + Penalty 227289.628980 = -66769460.183111
  nChanged 1635
Iteration 144Q (71987.700000 sec): 104 clusters
  Score: Raw -66997061.094146 + Penalty 227289.628980 = -66769771.465165
  nChanged 1449
Iteration 145Q (72242.700000 sec): 104 clusters
  Score: Raw -66997347.284532 + Penalty 227289.628980 = -66770057.655552
  nChanged 1293
Iteration 146Q (72497.060000 sec): 104 clusters
  Score: Raw -66997595.882817 + Penalty 227289.628980 = -66770306.253836
  nChanged 1137
Iteration 147Q (72752.470000 sec): 104 clusters
  Score: Raw -66997790.781320 + Penalty 227289.628980 = -66770501.152339
  nChanged 1083
Iteration 148Q (73006.600000 sec): 104 clusters
  Score: Raw -66997967.581118 + Penalty 227289.628980 = -66770677.952138
  nChanged 945
Iteration 149Q (73261.430000 sec): 104 clusters
  Score: Raw -66998125.134341 + Penalty 227289.628980 = -66770835.505361
  nChanged 920
Iteration 150Q (73516.190000 sec): 104 clusters
  Score: Raw -66998271.716026 + Penalty 227289.628980 = -66770982.087046
  nChanged 850
Iteration 151Q (73771.840000 sec): 104 clusters
  Score: Raw -66998403.158580 + Penalty 227289.628980 = -66771113.529599
  nChanged 720
Iteration 152Q (74025.330000 sec): 104 clusters
  Score: Raw -66998526.848433 + Penalty 227289.628980 = -66771237.219452
  nChanged 651
Iteration 153Q (74281.320000 sec): 104 clusters
  Score: Raw -66998639.620027 + Penalty 227289.628980 = -66771349.991047
  nChanged 606
Iteration 154Q (74536.130000 sec): 104 clusters
  Score: Raw -66998753.123144 + Penalty 227289.628980 = -66771463.494164
  nChanged 561
Iteration 155Q (74791.620000 sec): 104 clusters
  Score: Raw -66998856.478876 + Penalty 227289.628980 = -66771566.849895
  nChanged 555
Iteration 156Q (75046.310000 sec): 104 clusters
  Score: Raw -66998964.416496 + Penalty 227289.628980 = -66771674.787516
  nChanged 518
Iteration 157Q (75301.770000 sec): 104 clusters
  Score: Raw -66999062.365768 + Penalty 227289.628980 = -66771772.736788
  nChanged 545
Iteration 158Q (75555.900000 sec): 104 clusters
  Score: Raw -66999158.856751 + Penalty 227289.628980 = -66771869.227771
  nChanged 520
Iteration 159Q (75811.890000 sec): 104 clusters
  Score: Raw -66999248.228512 + Penalty 227289.628980 = -66771958.599531
  nChanged 481
Iteration 160F (76112.680000 sec): 104 clusters
  Score: Raw -66999338.640326 + Penalty 227289.628980 = -66772049.011345
  nChanged 458
Iteration 161Q (76368.210000 sec): 104 clusters
  Score: Raw -66999426.639177 + Penalty 227289.628980 = -66772137.010197
  nChanged 483
Iteration 162Q (76621.840000 sec): 104 clusters
  Score: Raw -66999513.855400 + Penalty 227289.628980 = -66772224.226420
  nChanged 493
Iteration 163Q (76877.330000 sec): 104 clusters
  Score: Raw -66999612.699620 + Penalty 227289.628980 = -66772323.070640
  nChanged 500
Iteration 164Q (77130.540000 sec): 104 clusters
  Score: Raw -66999718.605161 + Penalty 227289.628980 = -66772428.976181
  nChanged 489
Iteration 165Q (77386.060000 sec): 104 clusters
  Score: Raw -66999823.477482 + Penalty 227289.628980 = -66772533.848502
  nChanged 454
Iteration 166Q (77640.760000 sec): 104 clusters
  Score: Raw -66999921.802529 + Penalty 227289.628980 = -66772632.173549
  nChanged 396
Iteration 167Q (77896.790000 sec): 104 clusters
  Score: Raw -67000047.325920 + Penalty 227289.628980 = -66772757.696940
  nChanged 406
Iteration 168Q (78151.550000 sec): 104 clusters
  Score: Raw -67000231.898634 + Penalty 227289.628980 = -66772942.269653
  nChanged 424
Iteration 169Q (78407.300000 sec): 104 clusters
  Score: Raw -67000613.005066 + Penalty 227289.628980 = -66773323.376086
  nChanged 401
Iteration 170Q (78661.450000 sec): 104 clusters
  Score: Raw -67000911.390615 + Penalty 227289.628980 = -66773621.761635
  nChanged 395
Iteration 171Q (78917.520000 sec): 104 clusters
  Score: Raw -67001001.681372 + Penalty 227289.628980 = -66773712.052392
  nChanged 305
Iteration 172Q (79172.200000 sec): 104 clusters
  Score: Raw -67001054.821011 + Penalty 227289.628980 = -66773765.192031
  nChanged 283
Iteration 173Q (79428.070000 sec): 104 clusters
  Score: Raw -67001096.197933 + Penalty 227289.628980 = -66773806.568952
  nChanged 270
Iteration 174Q (79682.510000 sec): 104 clusters
  Score: Raw -67001134.680812 + Penalty 227289.628980 = -66773845.051831
  nChanged 252
Iteration 175Q (79937.500000 sec): 104 clusters
  Score: Raw -67001165.255375 + Penalty 227289.628980 = -66773875.626395
  nChanged 244
Iteration 176Q (80191.090000 sec): 104 clusters
  Score: Raw -67001197.019098 + Penalty 227289.628980 = -66773907.390118
  nChanged 234
Iteration 177Q (80446.620000 sec): 104 clusters
  Score: Raw -67001227.998167 + Penalty 227289.628980 = -66773938.369187
  nChanged 244
Iteration 178Q (80700.360000 sec): 104 clusters
  Score: Raw -67001257.066828 + Penalty 227289.628980 = -66773967.437848
  nChanged 194
Writing temp clu file 
Because OldScore, -66773938.369187, is greater than current (better) Score,-66773967.437848 
 Compute initial score before splitting:   Score: Raw -67001257.066828 + Penalty 227289.628980 = -66773967.437848
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 1 (1736 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (80700.510000 sec): 2 clusters
  Score: Raw -142603.327077 + Penalty 1212.142570 = -141391.184507
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (80700.550000 sec): 3 clusters
  Score: Raw -141901.892914 + Penalty 2424.285141 = -139477.607773
  nChanged 610
		SP:Iteration 1F (80700.590000 sec): 3 clusters
  Score: Raw -142394.086454 + Penalty 2424.285141 = -139969.801313
  nChanged 143
		SP:Iteration 2F (80700.640000 sec): 3 clusters
  Score: Raw -142544.806497 + Penalty 2424.285141 = -140120.521356
  nChanged 105
		SP:Iteration 3F (80700.670000 sec): 3 clusters
  Score: Raw -142640.383057 + Penalty 2424.285141 = -140216.097917
  nChanged 79
		SP:Iteration 4Q (80700.700000 sec): 3 clusters
  Score: Raw -142709.202692 + Penalty 2424.285141 = -140284.917551
  nChanged 56
		SP:Iteration 5Q (80700.730000 sec): 3 clusters
  Score: Raw -142757.306278 + Penalty 2424.285141 = -140333.021137
  nChanged 57
		SP:Iteration 6Q (80700.770000 sec): 3 clusters
  Score: Raw -142805.029629 + Penalty 2424.285141 = -140380.744488
  nChanged 33
		SP:Iteration 7Q (80700.800000 sec): 3 clusters
  Score: Raw -142832.081473 + Penalty 2424.285141 = -140407.796332
  nChanged 23
		SP:Iteration 8Q (80700.830000 sec): 3 clusters
  Score: Raw -142849.863038 + Penalty 2424.285141 = -140425.577898
  nChanged 19
		SP:Iteration 9Q (80700.870000 sec): 3 clusters
  Score: Raw -142865.252461 + Penalty 2424.285141 = -140440.967320
  nChanged 14
		SP:Iteration 10Q (80700.900000 sec): 3 clusters
  Score: Raw -142874.199243 + Penalty 2424.285141 = -140449.914102
  nChanged 15
		SP:Iteration 11Q (80700.930000 sec): 3 clusters
  Score: Raw -142886.551273 + Penalty 2424.285141 = -140462.266132
  nChanged 20
		SP:Iteration 12Q (80700.970000 sec): 3 clusters
  Score: Raw -142899.981179 + Penalty 2424.285141 = -140475.696038
  nChanged 12
		SP:Iteration 13Q (80701.000000 sec): 3 clusters
  Score: Raw -142911.950605 + Penalty 2424.285141 = -140487.665464
  nChanged 17
		SP:Iteration 14Q (80701.030000 sec): 3 clusters
  Score: Raw -142924.358739 + Penalty 2424.285141 = -140500.073598
  nChanged 22
		SP:Iteration 15Q (80701.070000 sec): 3 clusters
  Score: Raw -142944.383771 + Penalty 2424.285141 = -140520.098630
  nChanged 22
		SP:Iteration 16Q (80701.100000 sec): 3 clusters
  Score: Raw -142965.750762 + Penalty 2424.285141 = -140541.465621
  nChanged 20
		SP:Iteration 17Q (80701.130000 sec): 3 clusters
  Score: Raw -142978.315928 + Penalty 2424.285141 = -140554.030787
  nChanged 14
		SP:Iteration 18Q (80701.170000 sec): 3 clusters
  Score: Raw -142990.028291 + Penalty 2424.285141 = -140565.743150
  nChanged 11
		SP:Iteration 19Q (80701.200000 sec): 3 clusters
  Score: Raw -142996.839501 + Penalty 2424.285141 = -140572.554360
  nChanged 6
		SP:Iteration 20F (80701.230000 sec): 3 clusters
  Score: Raw -143000.417919 + Penalty 2424.285141 = -140576.132778
  nChanged 4
		SP:Iteration 21Q (80701.270000 sec): 3 clusters
  Score: Raw -143002.678565 + Penalty 2424.285141 = -140578.393424
  nChanged 5
		SP:Iteration 22Q (80701.300000 sec): 3 clusters
  Score: Raw -143005.307769 + Penalty 2424.285141 = -140581.022628
  nChanged 5
		SP:Iteration 23Q (80701.330000 sec): 3 clusters
  Score: Raw -143007.549648 + Penalty 2424.285141 = -140583.264508
  nChanged 2
		SP:Iteration 24Q (80701.370000 sec): 3 clusters
  Score: Raw -143008.652560 + Penalty 2424.285141 = -140584.367419
  nChanged 2
		SP:Iteration 25Q (80701.400000 sec): 3 clusters
  Score: Raw -143010.179167 + Penalty 2424.285141 = -140585.894026
  nChanged 4
		SP:Iteration 26Q (80701.430000 sec): 3 clusters
  Score: Raw -143012.664195 + Penalty 2424.285141 = -140588.379054
  nChanged 3
		SP:Iteration 27Q (80701.470000 sec): 3 clusters
  Score: Raw -143014.095218 + Penalty 2424.285141 = -140589.810077
  nChanged 2
		SP:Iteration 28Q (80701.500000 sec): 3 clusters
  Score: Raw -143015.430645 + Penalty 2424.285141 = -140591.145504
  nChanged 0
		SP:Iteration 29F (80701.530000 sec): 3 clusters
  Score: Raw -143015.430645 + Penalty 2424.285141 = -140591.145504
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 2 (115223 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (80702.260000 sec): 2 clusters
  Score: Raw -10354352.913785 + Penalty 1893.876507 = -10352459.037278
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (80703.290000 sec): 3 clusters
  Score: Raw -10279028.325740 + Penalty 3787.753015 = -10275240.572725
  nChanged 55568
		SP:Iteration 1F (80704.360000 sec): 3 clusters
  Score: Raw -10313437.971950 + Penalty 3787.753015 = -10309650.218935
  nChanged 6613
		SP:Iteration 2F (80705.410000 sec): 3 clusters
  Score: Raw -10316961.257824 + Penalty 3787.753015 = -10313173.504809
  nChanged 8226
		SP:Iteration 3F (80706.430000 sec): 3 clusters
  Score: Raw -10322342.711867 + Penalty 3787.753015 = -10318554.958852
  nChanged 9161
		SP:Iteration 4F (80707.450000 sec): 3 clusters
  Score: Raw -10328619.003683 + Penalty 3787.753015 = -10324831.250668
  nChanged 8544
		SP:Iteration 5F (80708.470000 sec): 3 clusters
  Score: Raw -10333860.463436 + Penalty 3787.753015 = -10330072.710422
  nChanged 6850
		SP:Iteration 6F (80709.540000 sec): 3 clusters
  Score: Raw -10337153.361954 + Penalty 3787.753015 = -10333365.608939
  nChanged 5028
		SP:Iteration 7Q (80710.660000 sec): 3 clusters
  Score: Raw -10338982.007093 + Penalty 3787.753015 = -10335194.254079
  nChanged 3552
		SP:Iteration 8Q (80711.790000 sec): 3 clusters
  Score: Raw -10340023.482873 + Penalty 3787.753015 = -10336235.729859
  nChanged 2709
		SP:Iteration 9Q (80712.930000 sec): 3 clusters
  Score: Raw -10340736.696049 + Penalty 3787.753015 = -10336948.943035
  nChanged 2235
		SP:Iteration 10Q (80714.010000 sec): 3 clusters
  Score: Raw -10341279.451025 + Penalty 3787.753015 = -10337491.698011
  nChanged 2061
		SP:Iteration 11Q (80715.130000 sec): 3 clusters
  Score: Raw -10341796.811581 + Penalty 3787.753015 = -10338009.058566
  nChanged 2101
		SP:Iteration 12Q (80716.260000 sec): 3 clusters
  Score: Raw -10342354.713461 + Penalty 3787.753015 = -10338566.960446
  nChanged 2251
		SP:Iteration 13Q (80717.350000 sec): 3 clusters
  Score: Raw -10343007.379454 + Penalty 3787.753015 = -10339219.626439
  nChanged 2433
		SP:Iteration 14Q (80718.480000 sec): 3 clusters
  Score: Raw -10343793.288193 + Penalty 3787.753015 = -10340005.535179
  nChanged 2608
		SP:Iteration 15Q (80719.610000 sec): 3 clusters
  Score: Raw -10344743.364247 + Penalty 3787.753015 = -10340955.611233
  nChanged 2683
		SP:Iteration 16Q (80720.690000 sec): 3 clusters
  Score: Raw -10345834.091832 + Penalty 3787.753015 = -10342046.338817
  nChanged 2676
		SP:Iteration 17Q (80721.830000 sec): 3 clusters
  Score: Raw -10347044.070728 + Penalty 3787.753015 = -10343256.317713
  nChanged 2576
		SP:Iteration 18Q (80722.910000 sec): 3 clusters
  Score: Raw -10348350.243662 + Penalty 3787.753015 = -10344562.490647
  nChanged 2444
		SP:Iteration 19Q (80724.040000 sec): 3 clusters
  Score: Raw -10349742.463797 + Penalty 3787.753015 = -10345954.710783
  nChanged 2210
		SP:Iteration 20F (80725.060000 sec): 3 clusters
  Score: Raw -10351130.235114 + Penalty 3787.753015 = -10347342.482099
  nChanged 1831
		SP:Iteration 21Q (80726.140000 sec): 3 clusters
  Score: Raw -10352339.982250 + Penalty 3787.753015 = -10348552.229235
  nChanged 1284
		SP:Iteration 22Q (80727.140000 sec): 3 clusters
  Score: Raw -10353208.759338 + Penalty 3787.753015 = -10349421.006323
  nChanged 828
		SP:Iteration 23Q (80728.130000 sec): 3 clusters
  Score: Raw -10353745.767418 + Penalty 3787.753015 = -10349958.014404
  nChanged 500
		SP:Iteration 24Q (80729.040000 sec): 3 clusters
  Score: Raw -10354057.301920 + Penalty 3787.753015 = -10350269.548905
  nChanged 325
		SP:Iteration 25Q (80729.940000 sec): 3 clusters
  Score: Raw -10354237.234521 + Penalty 3787.753015 = -10350449.481506
  nChanged 229
		SP:Iteration 26Q (80730.830000 sec): 3 clusters
  Score: Raw -10354370.197474 + Penalty 3787.753015 = -10350582.444460
  nChanged 158
		SP:Iteration 27Q (80731.710000 sec): 3 clusters
  Score: Raw -10354463.639075 + Penalty 3787.753015 = -10350675.886060
  nChanged 126
		SP:Iteration 28Q (80732.620000 sec): 3 clusters
  Score: Raw -10354544.106798 + Penalty 3787.753015 = -10350756.353784
  nChanged 86
		SP:Iteration 29Q (80733.530000 sec): 3 clusters
  Score: Raw -10354590.054598 + Penalty 3787.753015 = -10350802.301583
  nChanged 60
		SP:Iteration 30Q (80734.440000 sec): 3 clusters
  Score: Raw -10354620.303456 + Penalty 3787.753015 = -10350832.550442
  nChanged 46
		SP:Iteration 31Q (80735.340000 sec): 3 clusters
  Score: Raw -10354640.722006 + Penalty 3787.753015 = -10350852.968991
  nChanged 36
		SP:Iteration 32Q (80736.250000 sec): 3 clusters
  Score: Raw -10354655.161686 + Penalty 3787.753015 = -10350867.408672
  nChanged 26
		SP:Iteration 33Q (80737.150000 sec): 3 clusters
  Score: Raw -10354668.444768 + Penalty 3787.753015 = -10350880.691753
  nChanged 26
		SP:Iteration 34Q (80738.060000 sec): 3 clusters
  Score: Raw -10354681.594265 + Penalty 3787.753015 = -10350893.841250
  nChanged 19
		SP:Iteration 35Q (80738.960000 sec): 3 clusters
  Score: Raw -10354690.243236 + Penalty 3787.753015 = -10350902.490221
  nChanged 14
		SP:Iteration 36Q (80739.860000 sec): 3 clusters
  Score: Raw -10354698.353766 + Penalty 3787.753015 = -10350910.600752
  nChanged 15
		SP:Iteration 37Q (80740.790000 sec): 3 clusters
  Score: Raw -10354706.103042 + Penalty 3787.753015 = -10350918.350028
  nChanged 15
		SP:Iteration 38Q (80741.690000 sec): 3 clusters
  Score: Raw -10354713.816311 + Penalty 3787.753015 = -10350926.063297
  nChanged 14
		SP:Iteration 39Q (80742.590000 sec): 3 clusters
  Score: Raw -10354721.302955 + Penalty 3787.753015 = -10350933.549941
  nChanged 13
		SP:Iteration 40F (80743.600000 sec): 3 clusters
  Score: Raw -10354727.547404 + Penalty 3787.753015 = -10350939.794389
  nChanged 11
		SP:Iteration 41Q (80744.530000 sec): 3 clusters
  Score: Raw -10354732.265447 + Penalty 3787.753015 = -10350944.512433
  nChanged 4
		SP:Iteration 42Q (80745.460000 sec): 3 clusters
  Score: Raw -10354733.879868 + Penalty 3787.753015 = -10350946.126853
  nChanged 3
		SP:Iteration 43Q (80746.360000 sec): 3 clusters
  Score: Raw -10354735.310132 + Penalty 3787.753015 = -10350947.557117
  nChanged 5
		SP:Iteration 44Q (80747.290000 sec): 3 clusters
  Score: Raw -10354737.336509 + Penalty 3787.753015 = -10350949.583494
  nChanged 3
		SP:Iteration 45Q (80748.190000 sec): 3 clusters
  Score: Raw -10354738.660697 + Penalty 3787.753015 = -10350950.907683
  nChanged 4
		SP:Iteration 46Q (80749.120000 sec): 3 clusters
  Score: Raw -10354740.427872 + Penalty 3787.753015 = -10350952.674857
  nChanged 2
		SP:Iteration 47Q (80750.020000 sec): 3 clusters
  Score: Raw -10354741.906980 + Penalty 3787.753015 = -10350954.153965
  nChanged 3
		SP:Iteration 48Q (80750.950000 sec): 3 clusters
  Score: Raw -10354744.073032 + Penalty 3787.753015 = -10350956.320018
  nChanged 3
		SP:Iteration 49Q (80751.850000 sec): 3 clusters
  Score: Raw -10354745.508923 + Penalty 3787.753015 = -10350957.755909
  nChanged 3
		SP:Iteration 50Q (80752.790000 sec): 3 clusters
  Score: Raw -10354746.540658 + Penalty 3787.753015 = -10350958.787644
  nChanged 0
		SP:Iteration 51F (80753.800000 sec): 3 clusters
  Score: Raw -10354746.540658 + Penalty 3787.753015 = -10350958.787644
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 3 (6838 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (80753.890000 sec): 2 clusters
  Score: Raw -643273.144276 + Penalty 1434.915718 = -641838.228558
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (80754.010000 sec): 3 clusters
  Score: Raw -639566.363818 + Penalty 2869.831435 = -636696.532383
  nChanged 2892
		SP:Iteration 1F (80754.130000 sec): 3 clusters
  Score: Raw -641185.311474 + Penalty 2869.831435 = -638315.480039
  nChanged 548
		SP:Iteration 2F (80754.250000 sec): 3 clusters
  Score: Raw -641563.787949 + Penalty 2869.831435 = -638693.956513
  nChanged 474
		SP:Iteration 3F (80754.360000 sec): 3 clusters
  Score: Raw -641934.634377 + Penalty 2869.831435 = -639064.802942
  nChanged 447
		SP:Iteration 4F (80754.480000 sec): 3 clusters
  Score: Raw -642309.489360 + Penalty 2869.831435 = -639439.657924
  nChanged 407
		SP:Iteration 5F (80754.590000 sec): 3 clusters
  Score: Raw -642625.308005 + Penalty 2869.831435 = -639755.476569
  nChanged 345
		SP:Iteration 6F (80754.710000 sec): 3 clusters
  Score: Raw -642934.316215 + Penalty 2869.831435 = -640064.484779
  nChanged 312
		SP:Iteration 7Q (80754.820000 sec): 3 clusters
  Score: Raw -643214.605302 + Penalty 2869.831435 = -640344.773866
  nChanged 254
		SP:Iteration 8Q (80754.940000 sec): 3 clusters
  Score: Raw -643488.690171 + Penalty 2869.831435 = -640618.858736
  nChanged 204
		SP:Iteration 9Q (80755.050000 sec): 3 clusters
  Score: Raw -643769.280545 + Penalty 2869.831435 = -640899.449110
  nChanged 153
		SP:Iteration 10Q (80755.170000 sec): 3 clusters
  Score: Raw -643950.902864 + Penalty 2869.831435 = -641081.071429
  nChanged 99
		SP:Iteration 11Q (80755.270000 sec): 3 clusters
  Score: Raw -644018.413582 + Penalty 2869.831435 = -641148.582146
  nChanged 58
		SP:Iteration 12Q (80755.380000 sec): 3 clusters
  Score: Raw -644048.824584 + Penalty 2869.831435 = -641178.993148
  nChanged 41
		SP:Iteration 13Q (80755.490000 sec): 3 clusters
  Score: Raw -644066.360432 + Penalty 2869.831435 = -641196.528997
  nChanged 30
		SP:Iteration 14Q (80755.590000 sec): 3 clusters
  Score: Raw -644080.227873 + Penalty 2869.831435 = -641210.396438
  nChanged 31
		SP:Iteration 15Q (80755.700000 sec): 3 clusters
  Score: Raw -644091.794724 + Penalty 2869.831435 = -641221.963289
  nChanged 13
		SP:Iteration 16Q (80755.800000 sec): 3 clusters
  Score: Raw -644095.881423 + Penalty 2869.831435 = -641226.049988
  nChanged 10
		SP:Iteration 17Q (80755.910000 sec): 3 clusters
  Score: Raw -644099.726079 + Penalty 2869.831435 = -641229.894643
  nChanged 9
		SP:Iteration 18Q (80756.020000 sec): 3 clusters
  Score: Raw -644102.651184 + Penalty 2869.831435 = -641232.819749
  nChanged 6
		SP:Iteration 19Q (80756.120000 sec): 3 clusters
  Score: Raw -644103.659302 + Penalty 2869.831435 = -641233.827866
  nChanged 1
		SP:Iteration 20F (80756.240000 sec): 3 clusters
  Score: Raw -644103.856008 + Penalty 2869.831435 = -641234.024573
  nChanged 2
		SP:Iteration 21Q (80756.340000 sec): 3 clusters
  Score: Raw -644104.534092 + Penalty 2869.831435 = -641234.702656
  nChanged 2
		SP:Iteration 22Q (80756.450000 sec): 3 clusters
  Score: Raw -644105.140198 + Penalty 2869.831435 = -641235.308763
  nChanged 2
		SP:Iteration 23Q (80756.550000 sec): 3 clusters
  Score: Raw -644105.721512 + Penalty 2869.831435 = -641235.890076
  nChanged 4
		SP:Iteration 24Q (80756.660000 sec): 3 clusters
  Score: Raw -644106.631947 + Penalty 2869.831435 = -641236.800511
  nChanged 1
		SP:Iteration 25Q (80756.760000 sec): 3 clusters
  Score: Raw -644106.924728 + Penalty 2869.831435 = -641237.093293
  nChanged 2
		SP:Iteration 26Q (80756.870000 sec): 3 clusters
  Score: Raw -644107.430773 + Penalty 2869.831435 = -641237.599338
  nChanged 0
		SP:Iteration 27F (80756.980000 sec): 3 clusters
  Score: Raw -644107.430773 + Penalty 2869.831435 = -641237.599338
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 4 (4446 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (80757.060000 sec): 2 clusters
  Score: Raw -382203.574797 + Penalty 1364.961015 = -380838.613782
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (80757.150000 sec): 3 clusters
  Score: Raw -379942.406064 + Penalty 2729.922031 = -377212.484033
  nChanged 1767
		SP:Iteration 1F (80757.230000 sec): 3 clusters
  Score: Raw -380893.100323 + Penalty 2729.922031 = -378163.178292
  nChanged 345
		SP:Iteration 2F (80757.310000 sec): 3 clusters
  Score: Raw -381077.406158 + Penalty 2729.922031 = -378347.484127
  nChanged 229
		SP:Iteration 3F (80757.390000 sec): 3 clusters
  Score: Raw -381206.561720 + Penalty 2729.922031 = -378476.639690
  nChanged 186
		SP:Iteration 4Q (80757.480000 sec): 3 clusters
  Score: Raw -381310.248566 + Penalty 2729.922031 = -378580.326536
  nChanged 147
		SP:Iteration 5Q (80757.570000 sec): 3 clusters
  Score: Raw -381390.006977 + Penalty 2729.922031 = -378660.084946
  nChanged 155
		SP:Iteration 6Q (80757.650000 sec): 3 clusters
  Score: Raw -381482.019916 + Penalty 2729.922031 = -378752.097885
  nChanged 138
		SP:Iteration 7Q (80757.730000 sec): 3 clusters
  Score: Raw -381571.709239 + Penalty 2729.922031 = -378841.787208
  nChanged 148
		SP:Iteration 8Q (80757.820000 sec): 3 clusters
  Score: Raw -381691.698736 + Penalty 2729.922031 = -378961.776705
  nChanged 185
		SP:Iteration 9Q (80757.900000 sec): 3 clusters
  Score: Raw -381844.458397 + Penalty 2729.922031 = -379114.536366
  nChanged 171
		SP:Iteration 10Q (80757.990000 sec): 3 clusters
  Score: Raw -381987.325412 + Penalty 2729.922031 = -379257.403382
  nChanged 177
		SP:Iteration 11Q (80758.070000 sec): 3 clusters
  Score: Raw -382114.270178 + Penalty 2729.922031 = -379384.348147
  nChanged 133
		SP:Iteration 12Q (80758.150000 sec): 3 clusters
  Score: Raw -382189.167561 + Penalty 2729.922031 = -379459.245530
  nChanged 95
		SP:Iteration 13Q (80758.230000 sec): 3 clusters
  Score: Raw -382243.330356 + Penalty 2729.922031 = -379513.408326
  nChanged 89
		SP:Iteration 14Q (80758.310000 sec): 3 clusters
  Score: Raw -382289.956531 + Penalty 2729.922031 = -379560.034500
  nChanged 89
		SP:Iteration 15Q (80758.400000 sec): 3 clusters
  Score: Raw -382336.547810 + Penalty 2729.922031 = -379606.625779
  nChanged 78
		SP:Iteration 16Q (80758.480000 sec): 3 clusters
  Score: Raw -382371.189532 + Penalty 2729.922031 = -379641.267501
  nChanged 64
		SP:Iteration 17Q (80758.560000 sec): 3 clusters
  Score: Raw -382403.496992 + Penalty 2729.922031 = -379673.574961
  nChanged 64
		SP:Iteration 18Q (80758.640000 sec): 3 clusters
  Score: Raw -382438.559991 + Penalty 2729.922031 = -379708.637961
  nChanged 64
		SP:Iteration 19Q (80758.730000 sec): 3 clusters
  Score: Raw -382468.930198 + Penalty 2729.922031 = -379739.008167
  nChanged 59
		SP:Iteration 20F (80758.810000 sec): 3 clusters
  Score: Raw -382500.625397 + Penalty 2729.922031 = -379770.703367
  nChanged 56
		SP:Iteration 21Q (80758.890000 sec): 3 clusters
  Score: Raw -382536.657832 + Penalty 2729.922031 = -379806.735801
  nChanged 59
		SP:Iteration 22Q (80758.970000 sec): 3 clusters
  Score: Raw -382572.860659 + Penalty 2729.922031 = -379842.938629
  nChanged 57
		SP:Iteration 23Q (80759.050000 sec): 3 clusters
  Score: Raw -382616.178469 + Penalty 2729.922031 = -379886.256439
  nChanged 60
		SP:Iteration 24Q (80759.130000 sec): 3 clusters
  Score: Raw -382664.311834 + Penalty 2729.922031 = -379934.389803
  nChanged 55
		SP:Iteration 25Q (80759.210000 sec): 3 clusters
  Score: Raw -382698.696008 + Penalty 2729.922031 = -379968.773977
  nChanged 50
		SP:Iteration 26Q (80759.290000 sec): 3 clusters
  Score: Raw -382731.171031 + Penalty 2729.922031 = -380001.249001
  nChanged 55
		SP:Iteration 27Q (80759.370000 sec): 3 clusters
  Score: Raw -382767.954109 + Penalty 2729.922031 = -380038.032078
  nChanged 44
		SP:Iteration 28Q (80759.450000 sec): 3 clusters
  Score: Raw -382793.228157 + Penalty 2729.922031 = -380063.306126
  nChanged 32
		SP:Iteration 29Q (80759.530000 sec): 3 clusters
  Score: Raw -382812.356605 + Penalty 2729.922031 = -380082.434574
  nChanged 30
		SP:Iteration 30Q (80759.610000 sec): 3 clusters
  Score: Raw -382827.270481 + Penalty 2729.922031 = -380097.348451
  nChanged 28
		SP:Iteration 31Q (80759.690000 sec): 3 clusters
  Score: Raw -382841.287437 + Penalty 2729.922031 = -380111.365407
  nChanged 24
		SP:Iteration 32Q (80759.770000 sec): 3 clusters
  Score: Raw -382852.330769 + Penalty 2729.922031 = -380122.408738
  nChanged 23
		SP:Iteration 33Q (80759.850000 sec): 3 clusters
  Score: Raw -382863.026613 + Penalty 2729.922031 = -380133.104583
  nChanged 27
		SP:Iteration 34Q (80759.930000 sec): 3 clusters
  Score: Raw -382875.096588 + Penalty 2729.922031 = -380145.174557
  nChanged 24
		SP:Iteration 35Q (80760.010000 sec): 3 clusters
  Score: Raw -382885.300174 + Penalty 2729.922031 = -380155.378143
  nChanged 20
		SP:Iteration 36Q (80760.090000 sec): 3 clusters
  Score: Raw -382893.639425 + Penalty 2729.922031 = -380163.717394
  nChanged 17
		SP:Iteration 37Q (80760.170000 sec): 3 clusters
  Score: Raw -382900.082031 + Penalty 2729.922031 = -380170.160001
  nChanged 12
		SP:Iteration 38Q (80760.250000 sec): 3 clusters
  Score: Raw -382904.041470 + Penalty 2729.922031 = -380174.119439
  nChanged 8
		SP:Iteration 39Q (80760.330000 sec): 3 clusters
  Score: Raw -382905.826738 + Penalty 2729.922031 = -380175.904707
  nChanged 2
		SP:Iteration 40F (80760.410000 sec): 3 clusters
  Score: Raw -382906.177240 + Penalty 2729.922031 = -380176.255209
  nChanged 1
		SP:Iteration 41Q (80760.490000 sec): 3 clusters
  Score: Raw -382906.783589 + Penalty 2729.922031 = -380176.861558
  nChanged 0
		SP:Iteration 42F (80760.580000 sec): 3 clusters
  Score: Raw -382906.783589 + Penalty 2729.922031 = -380176.861558
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 5 (1796 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (80760.640000 sec): 2 clusters
  Score: Raw -150080.537957 + Penalty 1217.664053 = -148862.873904
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (80760.670000 sec): 3 clusters
  Score: Raw -149344.610869 + Penalty 2435.328106 = -146909.282764
  nChanged 632
		SP:Iteration 1F (80760.710000 sec): 3 clusters
  Score: Raw -149771.102264 + Penalty 2435.328106 = -147335.774158
  nChanged 135
		SP:Iteration 2F (80760.740000 sec): 3 clusters
  Score: Raw -149865.135407 + Penalty 2435.328106 = -147429.807301
  nChanged 75
		SP:Iteration 3Q (80760.780000 sec): 3 clusters
  Score: Raw -149927.449474 + Penalty 2435.328106 = -147492.121368
  nChanged 71
		SP:Iteration 4Q (80760.810000 sec): 3 clusters
  Score: Raw -149976.427013 + Penalty 2435.328106 = -147541.098907
  nChanged 52
		SP:Iteration 5Q (80760.850000 sec): 3 clusters
  Score: Raw -150014.909020 + Penalty 2435.328106 = -147579.580914
  nChanged 42
		SP:Iteration 6Q (80760.880000 sec): 3 clusters
  Score: Raw -150048.065727 + Penalty 2435.328106 = -147612.737621
  nChanged 47
		SP:Iteration 7Q (80760.910000 sec): 3 clusters
  Score: Raw -150086.071756 + Penalty 2435.328106 = -147650.743650
  nChanged 40
		SP:Iteration 8Q (80760.950000 sec): 3 clusters
  Score: Raw -150117.139427 + Penalty 2435.328106 = -147681.811321
  nChanged 40
		SP:Iteration 9Q (80760.980000 sec): 3 clusters
  Score: Raw -150146.357209 + Penalty 2435.328106 = -147711.029103
  nChanged 28
		SP:Iteration 10Q (80761.020000 sec): 3 clusters
  Score: Raw -150169.202223 + Penalty 2435.328106 = -147733.874117
  nChanged 27
		SP:Iteration 11Q (80761.050000 sec): 3 clusters
  Score: Raw -150191.036142 + Penalty 2435.328106 = -147755.708036
  nChanged 29
		SP:Iteration 12Q (80761.090000 sec): 3 clusters
  Score: Raw -150210.125257 + Penalty 2435.328106 = -147774.797151
  nChanged 27
		SP:Iteration 13Q (80761.120000 sec): 3 clusters
  Score: Raw -150227.036836 + Penalty 2435.328106 = -147791.708730
  nChanged 23
		SP:Iteration 14Q (80761.150000 sec): 3 clusters
  Score: Raw -150241.773756 + Penalty 2435.328106 = -147806.445650
  nChanged 20
		SP:Iteration 15Q (80761.190000 sec): 3 clusters
  Score: Raw -150253.825246 + Penalty 2435.328106 = -147818.497140
  nChanged 13
		SP:Iteration 16Q (80761.230000 sec): 3 clusters
  Score: Raw -150263.198327 + Penalty 2435.328106 = -147827.870221
  nChanged 16
		SP:Iteration 17Q (80761.260000 sec): 3 clusters
  Score: Raw -150276.159052 + Penalty 2435.328106 = -147840.830946
  nChanged 16
		SP:Iteration 18Q (80761.290000 sec): 3 clusters
  Score: Raw -150287.596728 + Penalty 2435.328106 = -147852.268622
  nChanged 13
		SP:Iteration 19Q (80761.330000 sec): 3 clusters
  Score: Raw -150295.748421 + Penalty 2435.328106 = -147860.420315
  nChanged 12
		SP:Iteration 20F (80761.360000 sec): 3 clusters
  Score: Raw -150303.324174 + Penalty 2435.328106 = -147867.996068
  nChanged 18
		SP:Iteration 21Q (80761.400000 sec): 3 clusters
  Score: Raw -150316.022407 + Penalty 2435.328106 = -147880.694301
  nChanged 14
		SP:Iteration 22Q (80761.430000 sec): 3 clusters
  Score: Raw -150327.377128 + Penalty 2435.328106 = -147892.049022
  nChanged 20
		SP:Iteration 23Q (80761.470000 sec): 3 clusters
  Score: Raw -150340.330322 + Penalty 2435.328106 = -147905.002216
  nChanged 18
		SP:Iteration 24Q (80761.500000 sec): 3 clusters
  Score: Raw -150354.579922 + Penalty 2435.328106 = -147919.251816
  nChanged 20
		SP:Iteration 25Q (80761.530000 sec): 3 clusters
  Score: Raw -150368.134754 + Penalty 2435.328106 = -147932.806648
  nChanged 14
		SP:Iteration 26Q (80761.570000 sec): 3 clusters
  Score: Raw -150375.953425 + Penalty 2435.328106 = -147940.625319
  nChanged 11
		SP:Iteration 27Q (80761.600000 sec): 3 clusters
  Score: Raw -150382.920318 + Penalty 2435.328106 = -147947.592212
  nChanged 11
		SP:Iteration 28Q (80761.640000 sec): 3 clusters
  Score: Raw -150388.105711 + Penalty 2435.328106 = -147952.777605
  nChanged 6
		SP:Iteration 29Q (80761.670000 sec): 3 clusters
  Score: Raw -150394.174523 + Penalty 2435.328106 = -147958.846417
  nChanged 10
		SP:Iteration 30Q (80761.710000 sec): 3 clusters
  Score: Raw -150401.416745 + Penalty 2435.328106 = -147966.088639
  nChanged 11
		SP:Iteration 31Q (80761.740000 sec): 3 clusters
  Score: Raw -150410.752669 + Penalty 2435.328106 = -147975.424563
  nChanged 13
		SP:Iteration 32Q (80761.770000 sec): 3 clusters
  Score: Raw -150422.601375 + Penalty 2435.328106 = -147987.273269
  nChanged 17
		SP:Iteration 33Q (80761.810000 sec): 3 clusters
  Score: Raw -150435.838383 + Penalty 2435.328106 = -148000.510277
  nChanged 11
		SP:Iteration 34Q (80761.840000 sec): 3 clusters
  Score: Raw -150443.752576 + Penalty 2435.328106 = -148008.424471
  nChanged 13
		SP:Iteration 35Q (80761.880000 sec): 3 clusters
  Score: Raw -150451.447161 + Penalty 2435.328106 = -148016.119055
  nChanged 8
		SP:Iteration 36Q (80761.910000 sec): 3 clusters
  Score: Raw -150457.802700 + Penalty 2435.328106 = -148022.474594
  nChanged 12
		SP:Iteration 37Q (80761.950000 sec): 3 clusters
  Score: Raw -150470.312977 + Penalty 2435.328106 = -148034.984871
  nChanged 13
		SP:Iteration 38Q (80761.980000 sec): 3 clusters
  Score: Raw -150477.968715 + Penalty 2435.328106 = -148042.640609
  nChanged 10
		SP:Iteration 39Q (80762.010000 sec): 3 clusters
  Score: Raw -150484.500193 + Penalty 2435.328106 = -148049.172087
  nChanged 12
		SP:Iteration 40F (80762.050000 sec): 3 clusters
  Score: Raw -150490.829416 + Penalty 2435.328106 = -148055.501310
  nChanged 9
		SP:Iteration 41Q (80762.080000 sec): 3 clusters
  Score: Raw -150495.198940 + Penalty 2435.328106 = -148059.870835
  nChanged 10
		SP:Iteration 42Q (80762.110000 sec): 3 clusters
  Score: Raw -150501.744901 + Penalty 2435.328106 = -148066.416795
  nChanged 10
		SP:Iteration 43Q (80762.150000 sec): 3 clusters
  Score: Raw -150509.935472 + Penalty 2435.328106 = -148074.607366
  nChanged 16
		SP:Iteration 44Q (80762.180000 sec): 3 clusters
  Score: Raw -150522.104453 + Penalty 2435.328106 = -148086.776347
  nChanged 12
		SP:Iteration 45Q (80762.220000 sec): 3 clusters
  Score: Raw -150528.359083 + Penalty 2435.328106 = -148093.030977
  nChanged 8
		SP:Iteration 46Q (80762.250000 sec): 3 clusters
  Score: Raw -150531.333830 + Penalty 2435.328106 = -148096.005724
  nChanged 4
		SP:Iteration 47Q (80762.290000 sec): 3 clusters
  Score: Raw -150533.031432 + Penalty 2435.328106 = -148097.703326
  nChanged 5
		SP:Iteration 48Q (80762.320000 sec): 3 clusters
  Score: Raw -150534.882724 + Penalty 2435.328106 = -148099.554618
  nChanged 3
		SP:Iteration 49Q (80762.350000 sec): 3 clusters
  Score: Raw -150536.213979 + Penalty 2435.328106 = -148100.885873
  nChanged 1
		SP:Iteration 50Q (80762.390000 sec): 3 clusters
  Score: Raw -150537.132887 + Penalty 2435.328106 = -148101.804782
  nChanged 2
		SP:Iteration 51Q (80762.420000 sec): 3 clusters
  Score: Raw -150538.197195 + Penalty 2435.328106 = -148102.869090
  nChanged 1
		SP:Iteration 52Q (80762.450000 sec): 3 clusters
  Score: Raw -150538.944707 + Penalty 2435.328106 = -148103.616601
  nChanged 1
		SP:Iteration 53Q (80762.490000 sec): 3 clusters
  Score: Raw -150539.828476 + Penalty 2435.328106 = -148104.500370
  nChanged 2
		SP:Iteration 54Q (80762.520000 sec): 3 clusters
  Score: Raw -150541.156632 + Penalty 2435.328106 = -148105.828526
  nChanged 3
		SP:Iteration 55Q (80762.550000 sec): 3 clusters
  Score: Raw -150542.535973 + Penalty 2435.328106 = -148107.207867
  nChanged 2
		SP:Iteration 56Q (80762.590000 sec): 3 clusters
  Score: Raw -150543.829707 + Penalty 2435.328106 = -148108.501601
  nChanged 1
		SP:Iteration 57Q (80762.620000 sec): 3 clusters
  Score: Raw -150544.072174 + Penalty 2435.328106 = -148108.744068
  nChanged 0
		SP:Iteration 58F (80762.660000 sec): 3 clusters
  Score: Raw -150544.072174 + Penalty 2435.328106 = -148108.744068
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 6 (1374 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (80762.710000 sec): 2 clusters
  Score: Raw -103042.335107 + Penalty 1174.140739 = -101868.194368
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (80762.740000 sec): 3 clusters
  Score: Raw -102547.338271 + Penalty 2348.281479 = -100199.056792
  nChanged 445
		SP:Iteration 1F (80762.770000 sec): 3 clusters
  Score: Raw -102920.930802 + Penalty 2348.281479 = -100572.649323
  nChanged 117
		SP:Iteration 2F (80762.790000 sec): 3 clusters
  Score: Raw -103047.442545 + Penalty 2348.281479 = -100699.161066
  nChanged 73
		SP:Iteration 3F (80762.820000 sec): 3 clusters
  Score: Raw -103123.292626 + Penalty 2348.281479 = -100775.011148
  nChanged 51
		SP:Iteration 4Q (80762.850000 sec): 3 clusters
  Score: Raw -103177.467981 + Penalty 2348.281479 = -100829.186502
  nChanged 30
		SP:Iteration 5Q (80762.870000 sec): 3 clusters
  Score: Raw -103210.967792 + Penalty 2348.281479 = -100862.686313
  nChanged 38
		SP:Iteration 6Q (80762.900000 sec): 3 clusters
  Score: Raw -103252.014549 + Penalty 2348.281479 = -100903.733070
  nChanged 30
		SP:Iteration 7Q (80762.930000 sec): 3 clusters
  Score: Raw -103287.713571 + Penalty 2348.281479 = -100939.432092
  nChanged 29
		SP:Iteration 8Q (80762.950000 sec): 3 clusters
  Score: Raw -103322.645777 + Penalty 2348.281479 = -100974.364298
  nChanged 30
		SP:Iteration 9Q (80762.980000 sec): 3 clusters
  Score: Raw -103358.255094 + Penalty 2348.281479 = -101009.973615
  nChanged 26
		SP:Iteration 10Q (80763.010000 sec): 3 clusters
  Score: Raw -103395.649909 + Penalty 2348.281479 = -101047.368431
  nChanged 31
		SP:Iteration 11Q (80763.030000 sec): 3 clusters
  Score: Raw -103450.693264 + Penalty 2348.281479 = -101102.411785
  nChanged 44
		SP:Iteration 12Q (80763.060000 sec): 3 clusters
  Score: Raw -103535.908119 + Penalty 2348.281479 = -101187.626640
  nChanged 30
		SP:Iteration 13Q (80763.090000 sec): 3 clusters
  Score: Raw -103601.897190 + Penalty 2348.281479 = -101253.615711
  nChanged 30
		SP:Iteration 14Q (80763.110000 sec): 3 clusters
  Score: Raw -103657.372674 + Penalty 2348.281479 = -101309.091195
  nChanged 22
		SP:Iteration 15Q (80763.140000 sec): 3 clusters
  Score: Raw -103697.228057 + Penalty 2348.281479 = -101348.946578
  nChanged 18
		SP:Iteration 16Q (80763.160000 sec): 3 clusters
  Score: Raw -103714.307510 + Penalty 2348.281479 = -101366.026031
  nChanged 7
		SP:Iteration 17Q (80763.190000 sec): 3 clusters
  Score: Raw -103722.544506 + Penalty 2348.281479 = -101374.263027
  nChanged 8
		SP:Iteration 18Q (80763.210000 sec): 3 clusters
  Score: Raw -103733.647430 + Penalty 2348.281479 = -101385.365951
  nChanged 5
		SP:Iteration 19Q (80763.240000 sec): 3 clusters
  Score: Raw -103737.721667 + Penalty 2348.281479 = -101389.440188
  nChanged 3
		SP:Iteration 20F (80763.270000 sec): 3 clusters
  Score: Raw -103741.423731 + Penalty 2348.281479 = -101393.142253
  nChanged 4
		SP:Iteration 21Q (80763.290000 sec): 3 clusters
  Score: Raw -103745.236164 + Penalty 2348.281479 = -101396.954685
  nChanged 3
		SP:Iteration 22Q (80763.320000 sec): 3 clusters
  Score: Raw -103747.660130 + Penalty 2348.281479 = -101399.378652
  nChanged 1
		SP:Iteration 23Q (80763.350000 sec): 3 clusters
  Score: Raw -103749.060307 + Penalty 2348.281479 = -101400.778828
  nChanged 2
		SP:Iteration 24Q (80763.370000 sec): 3 clusters
  Score: Raw -103752.450416 + Penalty 2348.281479 = -101404.168937
  nChanged 6
		SP:Iteration 25Q (80763.400000 sec): 3 clusters
  Score: Raw -103763.672007 + Penalty 2348.281479 = -101415.390528
  nChanged 10
		SP:Iteration 26Q (80763.420000 sec): 3 clusters
  Score: Raw -103799.196865 + Penalty 2348.281479 = -101450.915386
  nChanged 13
		SP:Iteration 27Q (80763.450000 sec): 3 clusters
  Score: Raw -103817.817114 + Penalty 2348.281479 = -101469.535636
  nChanged 5
		SP:Iteration 28Q (80763.470000 sec): 3 clusters
  Score: Raw -103823.586594 + Penalty 2348.281479 = -101475.305116
  nChanged 4
		SP:Iteration 29Q (80763.500000 sec): 3 clusters
  Score: Raw -103827.397869 + Penalty 2348.281479 = -101479.116390
  nChanged 2
		SP:Iteration 30Q (80763.530000 sec): 3 clusters
  Score: Raw -103830.014159 + Penalty 2348.281479 = -101481.732680
  nChanged 3
		SP:Iteration 31Q (80763.550000 sec): 3 clusters
  Score: Raw -103832.586727 + Penalty 2348.281479 = -101484.305249
  nChanged 1
		SP:Iteration 32Q (80763.580000 sec): 3 clusters
  Score: Raw -103833.386683 + Penalty 2348.281479 = -101485.105204
  nChanged 0
		SP:Iteration 33F (80763.600000 sec): 3 clusters
  Score: Raw -103833.386683 + Penalty 2348.281479 = -101485.105204
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 7 (3310 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (80763.670000 sec): 2 clusters
  Score: Raw -265574.592813 + Penalty 1317.014314 = -264257.578499
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (80763.740000 sec): 3 clusters
  Score: Raw -263983.953449 + Penalty 2634.028627 = -261349.924821
  nChanged 1266
		SP:Iteration 1F (80763.800000 sec): 3 clusters
  Score: Raw -264824.874762 + Penalty 2634.028627 = -262190.846135
  nChanged 307
		SP:Iteration 2F (80763.870000 sec): 3 clusters
  Score: Raw -265058.773695 + Penalty 2634.028627 = -262424.745068
  nChanged 207
		SP:Iteration 3F (80763.930000 sec): 3 clusters
  Score: Raw -265226.528352 + Penalty 2634.028627 = -262592.499725
  nChanged 175
		SP:Iteration 4F (80763.990000 sec): 3 clusters
  Score: Raw -265401.351967 + Penalty 2634.028627 = -262767.323339
  nChanged 192
		SP:Iteration 5F (80764.050000 sec): 3 clusters
  Score: Raw -265591.031585 + Penalty 2634.028627 = -262957.002958
  nChanged 165
		SP:Iteration 6Q (80764.110000 sec): 3 clusters
  Score: Raw -265726.027440 + Penalty 2634.028627 = -263091.998813
  nChanged 137
		SP:Iteration 7Q (80764.170000 sec): 3 clusters
  Score: Raw -265835.936074 + Penalty 2634.028627 = -263201.907447
  nChanged 95
		SP:Iteration 8Q (80764.230000 sec): 3 clusters
  Score: Raw -265896.242871 + Penalty 2634.028627 = -263262.214243
  nChanged 75
		SP:Iteration 9Q (80764.300000 sec): 3 clusters
  Score: Raw -265946.495036 + Penalty 2634.028627 = -263312.466409
  nChanged 63
		SP:Iteration 10Q (80764.360000 sec): 3 clusters
  Score: Raw -265994.824426 + Penalty 2634.028627 = -263360.795799
  nChanged 67
		SP:Iteration 11Q (80764.420000 sec): 3 clusters
  Score: Raw -266036.091914 + Penalty 2634.028627 = -263402.063286
  nChanged 53
		SP:Iteration 12Q (80764.480000 sec): 3 clusters
  Score: Raw -266058.715646 + Penalty 2634.028627 = -263424.687019
  nChanged 29
		SP:Iteration 13Q (80764.540000 sec): 3 clusters
  Score: Raw -266068.760406 + Penalty 2634.028627 = -263434.731778
  nChanged 14
		SP:Iteration 14Q (80764.600000 sec): 3 clusters
  Score: Raw -266073.748260 + Penalty 2634.028627 = -263439.719633
  nChanged 11
		SP:Iteration 15Q (80764.660000 sec): 3 clusters
  Score: Raw -266077.260846 + Penalty 2634.028627 = -263443.232219
  nChanged 11
		SP:Iteration 16Q (80764.720000 sec): 3 clusters
  Score: Raw -266080.974605 + Penalty 2634.028627 = -263446.945978
  nChanged 5
		SP:Iteration 17Q (80764.790000 sec): 3 clusters
  Score: Raw -266083.106123 + Penalty 2634.028627 = -263449.077496
  nChanged 5
		SP:Iteration 18Q (80764.850000 sec): 3 clusters
  Score: Raw -266085.394302 + Penalty 2634.028627 = -263451.365675
  nChanged 5
		SP:Iteration 19Q (80764.910000 sec): 3 clusters
  Score: Raw -266086.975272 + Penalty 2634.028627 = -263452.946645
  nChanged 5
		SP:Iteration 20F (80764.970000 sec): 3 clusters
  Score: Raw -266088.647093 + Penalty 2634.028627 = -263454.618466
  nChanged 3
		SP:Iteration 21Q (80765.030000 sec): 3 clusters
  Score: Raw -266089.373007 + Penalty 2634.028627 = -263455.344379
  nChanged 3
		SP:Iteration 22Q (80765.090000 sec): 3 clusters
  Score: Raw -266090.467547 + Penalty 2634.028627 = -263456.438920
  nChanged 4
		SP:Iteration 23Q (80765.150000 sec): 3 clusters
  Score: Raw -266091.568010 + Penalty 2634.028627 = -263457.539383
  nChanged 2
		SP:Iteration 24Q (80765.210000 sec): 3 clusters
  Score: Raw -266092.719739 + Penalty 2634.028627 = -263458.691112
  nChanged 2
		SP:Iteration 25Q (80765.270000 sec): 3 clusters
  Score: Raw -266093.047219 + Penalty 2634.028627 = -263459.018592
  nChanged 2
		SP:Iteration 26Q (80765.330000 sec): 3 clusters
  Score: Raw -266093.568614 + Penalty 2634.028627 = -263459.539987
  nChanged 1
		SP:Iteration 27Q (80765.400000 sec): 3 clusters
  Score: Raw -266093.692845 + Penalty 2634.028627 = -263459.664218
  nChanged 0
		SP:Iteration 28F (80765.460000 sec): 3 clusters
  Score: Raw -266093.692845 + Penalty 2634.028627 = -263459.664218
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 8 (7648 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (80765.570000 sec): 2 clusters
  Score: Raw -649773.697200 + Penalty 1453.107411 = -648320.589788
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (80765.710000 sec): 3 clusters
  Score: Raw -645615.108738 + Penalty 2906.214823 = -642708.893915
  nChanged 3194
		SP:Iteration 1F (80765.820000 sec): 3 clusters
  Score: Raw -647425.278393 + Penalty 2906.214823 = -644519.063570
  nChanged 573
		SP:Iteration 2F (80765.940000 sec): 3 clusters
  Score: Raw -647764.557365 + Penalty 2906.214823 = -644858.342542
  nChanged 486
		SP:Iteration 3F (80766.050000 sec): 3 clusters
  Score: Raw -648041.101144 + Penalty 2906.214823 = -645134.886321
  nChanged 435
		SP:Iteration 4F (80766.170000 sec): 3 clusters
  Score: Raw -648282.421890 + Penalty 2906.214823 = -645376.207067
  nChanged 395
		SP:Iteration 5F (80766.280000 sec): 3 clusters
  Score: Raw -648501.915828 + Penalty 2906.214823 = -645595.701005
  nChanged 355
		SP:Iteration 6Q (80766.400000 sec): 3 clusters
  Score: Raw -648707.050156 + Penalty 2906.214823 = -645800.835333
  nChanged 331
		SP:Iteration 7Q (80766.530000 sec): 3 clusters
  Score: Raw -648903.841786 + Penalty 2906.214823 = -645997.626964
  nChanged 299
		SP:Iteration 8Q (80766.660000 sec): 3 clusters
  Score: Raw -649077.691545 + Penalty 2906.214823 = -646171.476722
  nChanged 258
		SP:Iteration 9Q (80766.790000 sec): 3 clusters
  Score: Raw -649214.934297 + Penalty 2906.214823 = -646308.719474
  nChanged 216
		SP:Iteration 10Q (80766.920000 sec): 3 clusters
  Score: Raw -649347.017502 + Penalty 2906.214823 = -646440.802680
  nChanged 199
		SP:Iteration 11Q (80767.040000 sec): 3 clusters
  Score: Raw -649473.803872 + Penalty 2906.214823 = -646567.589050
  nChanged 171
		SP:Iteration 12Q (80767.170000 sec): 3 clusters
  Score: Raw -649577.904836 + Penalty 2906.214823 = -646671.690014
  nChanged 148
		SP:Iteration 13Q (80767.280000 sec): 3 clusters
  Score: Raw -649674.514096 + Penalty 2906.214823 = -646768.299274
  nChanged 131
		SP:Iteration 14Q (80767.410000 sec): 3 clusters
  Score: Raw -649761.622563 + Penalty 2906.214823 = -646855.407741
  nChanged 98
		SP:Iteration 15Q (80767.530000 sec): 3 clusters
  Score: Raw -649826.587241 + Penalty 2906.214823 = -646920.372418
  nChanged 73
		SP:Iteration 16Q (80767.650000 sec): 3 clusters
  Score: Raw -649873.797528 + Penalty 2906.214823 = -646967.582705
  nChanged 53
		SP:Iteration 17Q (80767.770000 sec): 3 clusters
  Score: Raw -649924.885239 + Penalty 2906.214823 = -647018.670416
  nChanged 49
		SP:Iteration 18Q (80767.900000 sec): 3 clusters
  Score: Raw -649969.828966 + Penalty 2906.214823 = -647063.614143
  nChanged 39
		SP:Iteration 19Q (80768.020000 sec): 3 clusters
  Score: Raw -649998.922968 + Penalty 2906.214823 = -647092.708145
  nChanged 20
		SP:Iteration 20F (80768.150000 sec): 3 clusters
  Score: Raw -650015.824584 + Penalty 2906.214823 = -647109.609761
  nChanged 21
		SP:Iteration 21Q (80768.280000 sec): 3 clusters
  Score: Raw -650030.985901 + Penalty 2906.214823 = -647124.771078
  nChanged 17
		SP:Iteration 22Q (80768.400000 sec): 3 clusters
  Score: Raw -650044.913385 + Penalty 2906.214823 = -647138.698562
  nChanged 18
		SP:Iteration 23Q (80768.530000 sec): 3 clusters
  Score: Raw -650058.446480 + Penalty 2906.214823 = -647152.231658
  nChanged 12
		SP:Iteration 24Q (80768.650000 sec): 3 clusters
  Score: Raw -650065.955064 + Penalty 2906.214823 = -647159.740241
  nChanged 8
		SP:Iteration 25Q (80768.780000 sec): 3 clusters
  Score: Raw -650072.038829 + Penalty 2906.214823 = -647165.824007
  nChanged 14
		SP:Iteration 26Q (80768.900000 sec): 3 clusters
  Score: Raw -650078.855513 + Penalty 2906.214823 = -647172.640690
  nChanged 6
		SP:Iteration 27Q (80769.020000 sec): 3 clusters
  Score: Raw -650082.265270 + Penalty 2906.214823 = -647176.050448
  nChanged 6
		SP:Iteration 28Q (80769.150000 sec): 3 clusters
  Score: Raw -650085.631297 + Penalty 2906.214823 = -647179.416474
  nChanged 5
		SP:Iteration 29Q (80769.280000 sec): 3 clusters
  Score: Raw -650087.293365 + Penalty 2906.214823 = -647181.078542
  nChanged 1
		SP:Iteration 30Q (80769.400000 sec): 3 clusters
  Score: Raw -650087.480848 + Penalty 2906.214823 = -647181.266025
  nChanged 1
		SP:Iteration 31Q (80769.520000 sec): 3 clusters
  Score: Raw -650088.523515 + Penalty 2906.214823 = -647182.308692
  nChanged 2
		SP:Iteration 32Q (80769.640000 sec): 3 clusters
  Score: Raw -650090.351400 + Penalty 2906.214823 = -647184.136577
  nChanged 1
		SP:Iteration 33Q (80769.770000 sec): 3 clusters
  Score: Raw -650091.386581 + Penalty 2906.214823 = -647185.171758
  nChanged 2
		SP:Iteration 34Q (80769.890000 sec): 3 clusters
  Score: Raw -650093.792986 + Penalty 2906.214823 = -647187.578163
  nChanged 3
		SP:Iteration 35Q (80770.020000 sec): 3 clusters
  Score: Raw -650094.943114 + Penalty 2906.214823 = -647188.728291
  nChanged 5
		SP:Iteration 36Q (80770.140000 sec): 3 clusters
  Score: Raw -650097.068904 + Penalty 2906.214823 = -647190.854082
  nChanged 4
		SP:Iteration 37Q (80770.260000 sec): 3 clusters
  Score: Raw -650099.252307 + Penalty 2906.214823 = -647193.037484
  nChanged 4
		SP:Iteration 38Q (80770.380000 sec): 3 clusters
  Score: Raw -650101.588501 + Penalty 2906.214823 = -647195.373679
  nChanged 1
		SP:Iteration 39Q (80770.510000 sec): 3 clusters
  Score: Raw -650102.006856 + Penalty 2906.214823 = -647195.792034
  nChanged 3
		SP:Iteration 40F (80770.640000 sec): 3 clusters
  Score: Raw -650103.399463 + Penalty 2906.214823 = -647197.184640
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 9 (1776 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (80770.710000 sec): 2 clusters
  Score: Raw -159566.244330 + Penalty 1215.844325 = -158350.400005
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (80770.740000 sec): 3 clusters
  Score: Raw -158844.403909 + Penalty 2431.688650 = -156412.715259
  nChanged 606
		SP:Iteration 1F (80770.780000 sec): 3 clusters
  Score: Raw -159244.654035 + Penalty 2431.688650 = -156812.965385
  nChanged 155
		SP:Iteration 2F (80770.820000 sec): 3 clusters
  Score: Raw -159398.940409 + Penalty 2431.688650 = -156967.251759
  nChanged 113
		SP:Iteration 3F (80770.850000 sec): 3 clusters
  Score: Raw -159501.676047 + Penalty 2431.688650 = -157069.987397
  nChanged 85
		SP:Iteration 4Q (80770.880000 sec): 3 clusters
  Score: Raw -159584.152125 + Penalty 2431.688650 = -157152.463474
  nChanged 61
		SP:Iteration 5Q (80770.920000 sec): 3 clusters
  Score: Raw -159633.218242 + Penalty 2431.688650 = -157201.529592
  nChanged 40
		SP:Iteration 6Q (80770.960000 sec): 3 clusters
  Score: Raw -159666.753788 + Penalty 2431.688650 = -157235.065138
  nChanged 35
		SP:Iteration 7Q (80770.990000 sec): 3 clusters
  Score: Raw -159697.577538 + Penalty 2431.688650 = -157265.888888
  nChanged 40
		SP:Iteration 8Q (80771.020000 sec): 3 clusters
  Score: Raw -159735.903291 + Penalty 2431.688650 = -157304.214641
  nChanged 33
		SP:Iteration 9Q (80771.060000 sec): 3 clusters
  Score: Raw -159767.176204 + Penalty 2431.688650 = -157335.487553
  nChanged 30
		SP:Iteration 10Q (80771.090000 sec): 3 clusters
  Score: Raw -159790.024819 + Penalty 2431.688650 = -157358.336169
  nChanged 27
		SP:Iteration 11Q (80771.120000 sec): 3 clusters
  Score: Raw -159813.084672 + Penalty 2431.688650 = -157381.396022
  nChanged 32
		SP:Iteration 12Q (80771.160000 sec): 3 clusters
  Score: Raw -159837.116192 + Penalty 2431.688650 = -157405.427542
  nChanged 25
		SP:Iteration 13Q (80771.190000 sec): 3 clusters
  Score: Raw -159858.646048 + Penalty 2431.688650 = -157426.957397
  nChanged 21
		SP:Iteration 14Q (80771.230000 sec): 3 clusters
  Score: Raw -159876.083730 + Penalty 2431.688650 = -157444.395080
  nChanged 23
		SP:Iteration 15Q (80771.260000 sec): 3 clusters
  Score: Raw -159892.759040 + Penalty 2431.688650 = -157461.070389
  nChanged 20
		SP:Iteration 16Q (80771.290000 sec): 3 clusters
  Score: Raw -159905.785896 + Penalty 2431.688650 = -157474.097246
  nChanged 18
		SP:Iteration 17Q (80771.330000 sec): 3 clusters
  Score: Raw -159922.198532 + Penalty 2431.688650 = -157490.509882
  nChanged 17
		SP:Iteration 18Q (80771.360000 sec): 3 clusters
  Score: Raw -159934.190157 + Penalty 2431.688650 = -157502.501507
  nChanged 11
		SP:Iteration 19Q (80771.390000 sec): 3 clusters
  Score: Raw -159942.026194 + Penalty 2431.688650 = -157510.337544
  nChanged 12
		SP:Iteration 20F (80771.430000 sec): 3 clusters
  Score: Raw -159948.094026 + Penalty 2431.688650 = -157516.405376
  nChanged 8
		SP:Iteration 21Q (80771.460000 sec): 3 clusters
  Score: Raw -159952.027667 + Penalty 2431.688650 = -157520.339017
  nChanged 10
		SP:Iteration 22Q (80771.500000 sec): 3 clusters
  Score: Raw -159957.688816 + Penalty 2431.688650 = -157526.000166
  nChanged 9
		SP:Iteration 23Q (80771.530000 sec): 3 clusters
  Score: Raw -159963.329760 + Penalty 2431.688650 = -157531.641110
  nChanged 11
		SP:Iteration 24Q (80771.560000 sec): 3 clusters
  Score: Raw -159971.415536 + Penalty 2431.688650 = -157539.726886
  nChanged 11
		SP:Iteration 25Q (80771.600000 sec): 3 clusters
  Score: Raw -159977.187427 + Penalty 2431.688650 = -157545.498776
  nChanged 6
		SP:Iteration 26Q (80771.630000 sec): 3 clusters
  Score: Raw -159982.001260 + Penalty 2431.688650 = -157550.312610
  nChanged 9
		SP:Iteration 27Q (80771.660000 sec): 3 clusters
  Score: Raw -159988.731592 + Penalty 2431.688650 = -157557.042942
  nChanged 6
		SP:Iteration 28Q (80771.700000 sec): 3 clusters
  Score: Raw -159992.271747 + Penalty 2431.688650 = -157560.583097
  nChanged 9
		SP:Iteration 29Q (80771.730000 sec): 3 clusters
  Score: Raw -159996.578012 + Penalty 2431.688650 = -157564.889362
  nChanged 8
		SP:Iteration 30Q (80771.760000 sec): 3 clusters
  Score: Raw -160001.775784 + Penalty 2431.688650 = -157570.087134
  nChanged 8
		SP:Iteration 31Q (80771.800000 sec): 3 clusters
  Score: Raw -160006.888607 + Penalty 2431.688650 = -157575.199957
  nChanged 6
		SP:Iteration 32Q (80771.830000 sec): 3 clusters
  Score: Raw -160009.032228 + Penalty 2431.688650 = -157577.343578
  nChanged 6
		SP:Iteration 33Q (80771.860000 sec): 3 clusters
  Score: Raw -160011.012660 + Penalty 2431.688650 = -157579.324010
  nChanged 4
		SP:Iteration 34Q (80771.900000 sec): 3 clusters
  Score: Raw -160013.311307 + Penalty 2431.688650 = -157581.622657
  nChanged 5
		SP:Iteration 35Q (80771.930000 sec): 3 clusters
  Score: Raw -160017.219150 + Penalty 2431.688650 = -157585.530500
  nChanged 10
		SP:Iteration 36Q (80771.960000 sec): 3 clusters
  Score: Raw -160021.872929 + Penalty 2431.688650 = -157590.184279
  nChanged 6
		SP:Iteration 37Q (80772.000000 sec): 3 clusters
  Score: Raw -160024.630290 + Penalty 2431.688650 = -157592.941640
  nChanged 5
		SP:Iteration 38Q (80772.030000 sec): 3 clusters
  Score: Raw -160026.561897 + Penalty 2431.688650 = -157594.873247
  nChanged 3
		SP:Iteration 39Q (80772.060000 sec): 3 clusters
  Score: Raw -160027.842568 + Penalty 2431.688650 = -157596.153918
  nChanged 1
		SP:Iteration 40F (80772.100000 sec): 3 clusters
  Score: Raw -160028.040489 + Penalty 2431.688650 = -157596.351839
  nChanged 1
		SP:Iteration 41Q (80772.130000 sec): 3 clusters
  Score: Raw -160028.276965 + Penalty 2431.688650 = -157596.588315
  nChanged 0
		SP:Iteration 42F (80772.160000 sec): 3 clusters
  Score: Raw -160028.276965 + Penalty 2431.688650 = -157596.588315
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 10 (19391 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (80772.350000 sec): 2 clusters
  Score: Raw -1585998.671417 + Penalty 1604.291702 = -1584394.379715
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (80772.590000 sec): 3 clusters
  Score: Raw -1574320.657388 + Penalty 3208.583404 = -1571112.073984
  nChanged 8819
		SP:Iteration 1F (80772.830000 sec): 3 clusters
  Score: Raw -1579264.178036 + Penalty 3208.583404 = -1576055.594632
  nChanged 1156
		SP:Iteration 2F (80773.070000 sec): 3 clusters
  Score: Raw -1579752.215745 + Penalty 3208.583404 = -1576543.632341
  nChanged 1053
		SP:Iteration 3F (80773.360000 sec): 3 clusters
  Score: Raw -1580212.398096 + Penalty 3208.583404 = -1577003.814692
  nChanged 984
		SP:Iteration 4F (80773.600000 sec): 3 clusters
  Score: Raw -1580680.846019 + Penalty 3208.583404 = -1577472.262615
  nChanged 994
		SP:Iteration 5F (80773.840000 sec): 3 clusters
  Score: Raw -1581197.173902 + Penalty 3208.583404 = -1577988.590498
  nChanged 1018
		SP:Iteration 6F (80774.120000 sec): 3 clusters
  Score: Raw -1581777.834696 + Penalty 3208.583404 = -1578569.251293
  nChanged 1032
		SP:Iteration 7F (80774.360000 sec): 3 clusters
  Score: Raw -1582379.106952 + Penalty 3208.583404 = -1579170.523548
  nChanged 979
		SP:Iteration 8F (80774.600000 sec): 3 clusters
  Score: Raw -1582900.444293 + Penalty 3208.583404 = -1579691.860889
  nChanged 846
		SP:Iteration 9Q (80774.860000 sec): 3 clusters
  Score: Raw -1583329.743390 + Penalty 3208.583404 = -1580121.159986
  nChanged 746
		SP:Iteration 10Q (80775.100000 sec): 3 clusters
  Score: Raw -1583702.951639 + Penalty 3208.583404 = -1580494.368235
  nChanged 701
		SP:Iteration 11Q (80775.370000 sec): 3 clusters
  Score: Raw -1584021.206155 + Penalty 3208.583404 = -1580812.622751
  nChanged 619
		SP:Iteration 12Q (80775.630000 sec): 3 clusters
  Score: Raw -1584264.393449 + Penalty 3208.583404 = -1581055.810045
  nChanged 532
		SP:Iteration 13Q (80775.870000 sec): 3 clusters
  Score: Raw -1584459.956395 + Penalty 3208.583404 = -1581251.372991
  nChanged 439
		SP:Iteration 14Q (80776.140000 sec): 3 clusters
  Score: Raw -1584601.220650 + Penalty 3208.583404 = -1581392.637246
  nChanged 383
		SP:Iteration 15Q (80776.400000 sec): 3 clusters
  Score: Raw -1584731.652410 + Penalty 3208.583404 = -1581523.069006
  nChanged 336
		SP:Iteration 16Q (80776.640000 sec): 3 clusters
  Score: Raw -1584840.057556 + Penalty 3208.583404 = -1581631.474152
  nChanged 287
		SP:Iteration 17Q (80776.910000 sec): 3 clusters
  Score: Raw -1584938.295654 + Penalty 3208.583404 = -1581729.712250
  nChanged 287
		SP:Iteration 18Q (80777.160000 sec): 3 clusters
  Score: Raw -1585035.073910 + Penalty 3208.583404 = -1581826.490507
  nChanged 259
		SP:Iteration 19Q (80777.400000 sec): 3 clusters
  Score: Raw -1585123.356695 + Penalty 3208.583404 = -1581914.773291
  nChanged 233
		SP:Iteration 20F (80777.690000 sec): 3 clusters
  Score: Raw -1585193.177289 + Penalty 3208.583404 = -1581984.593885
  nChanged 216
		SP:Iteration 21Q (80777.940000 sec): 3 clusters
  Score: Raw -1585260.117588 + Penalty 3208.583404 = -1582051.534184
  nChanged 209
		SP:Iteration 22Q (80778.180000 sec): 3 clusters
  Score: Raw -1585329.193713 + Penalty 3208.583404 = -1582120.610309
  nChanged 199
		SP:Iteration 23Q (80778.460000 sec): 3 clusters
  Score: Raw -1585395.378374 + Penalty 3208.583404 = -1582186.794970
  nChanged 186
		SP:Iteration 24Q (80778.710000 sec): 3 clusters
  Score: Raw -1585449.371898 + Penalty 3208.583404 = -1582240.788494
  nChanged 172
		SP:Iteration 25Q (80778.950000 sec): 3 clusters
  Score: Raw -1585506.966182 + Penalty 3208.583404 = -1582298.382778
  nChanged 187
		SP:Iteration 26Q (80779.230000 sec): 3 clusters
  Score: Raw -1585575.112671 + Penalty 3208.583404 = -1582366.529267
  nChanged 169
		SP:Iteration 27Q (80779.480000 sec): 3 clusters
  Score: Raw -1585638.028532 + Penalty 3208.583404 = -1582429.445128
  nChanged 204
		SP:Iteration 28Q (80779.710000 sec): 3 clusters
  Score: Raw -1585714.837175 + Penalty 3208.583404 = -1582506.253771
  nChanged 195
		SP:Iteration 29Q (80779.960000 sec): 3 clusters
  Score: Raw -1585794.405283 + Penalty 3208.583404 = -1582585.821879
  nChanged 200
		SP:Iteration 30Q (80780.190000 sec): 3 clusters
  Score: Raw -1585870.665039 + Penalty 3208.583404 = -1582662.081635
  nChanged 165
		SP:Iteration 31Q (80780.470000 sec): 3 clusters
  Score: Raw -1585912.138379 + Penalty 3208.583404 = -1582703.554975
  nChanged 130
		SP:Iteration 32Q (80780.710000 sec): 3 clusters
  Score: Raw -1585947.018669 + Penalty 3208.583404 = -1582738.435265
  nChanged 122
		SP:Iteration 33Q (80780.940000 sec): 3 clusters
  Score: Raw -1585982.331063 + Penalty 3208.583404 = -1582773.747659
  nChanged 119
		SP:Iteration 34Q (80781.180000 sec): 3 clusters
  Score: Raw -1586019.524239 + Penalty 3208.583404 = -1582810.940835
  nChanged 138
		SP:Iteration 35Q (80781.410000 sec): 3 clusters
  Score: Raw -1586065.252141 + Penalty 3208.583404 = -1582856.668738
  nChanged 136
		SP:Iteration 36Q (80781.650000 sec): 3 clusters
  Score: Raw -1586115.249989 + Penalty 3208.583404 = -1582906.666585
  nChanged 131
		SP:Iteration 37Q (80781.880000 sec): 3 clusters
  Score: Raw -1586151.843935 + Penalty 3208.583404 = -1582943.260531
  nChanged 100
		SP:Iteration 38Q (80782.120000 sec): 3 clusters
  Score: Raw -1586181.620809 + Penalty 3208.583404 = -1582973.037405
  nChanged 101
		SP:Iteration 39Q (80782.370000 sec): 3 clusters
  Score: Raw -1586210.161170 + Penalty 3208.583404 = -1583001.577766
  nChanged 109
		SP:Iteration 40F (80782.660000 sec): 3 clusters
  Score: Raw -1586241.080812 + Penalty 3208.583404 = -1583032.497408
  nChanged 97
		SP:Iteration 41Q (80782.900000 sec): 3 clusters
  Score: Raw -1586266.556202 + Penalty 3208.583404 = -1583057.972798
  nChanged 82
		SP:Iteration 42Q (80783.140000 sec): 3 clusters
  Score: Raw -1586287.983354 + Penalty 3208.583404 = -1583079.399950
  nChanged 76
		SP:Iteration 43Q (80783.370000 sec): 3 clusters
  Score: Raw -1586305.876428 + Penalty 3208.583404 = -1583097.293024
  nChanged 49
		SP:Iteration 44Q (80783.600000 sec): 3 clusters
  Score: Raw -1586315.151148 + Penalty 3208.583404 = -1583106.567744
  nChanged 39
		SP:Iteration 45Q (80783.840000 sec): 3 clusters
  Score: Raw -1586323.368025 + Penalty 3208.583404 = -1583114.784621
  nChanged 38
		SP:Iteration 46Q (80784.060000 sec): 3 clusters
  Score: Raw -1586331.541269 + Penalty 3208.583404 = -1583122.957865
  nChanged 41
		SP:Iteration 47Q (80784.300000 sec): 3 clusters
  Score: Raw -1586339.087830 + Penalty 3208.583404 = -1583130.504426
  nChanged 40
		SP:Iteration 48Q (80784.520000 sec): 3 clusters
  Score: Raw -1586347.917661 + Penalty 3208.583404 = -1583139.334257
  nChanged 38
		SP:Iteration 49Q (80784.760000 sec): 3 clusters
  Score: Raw -1586355.047306 + Penalty 3208.583404 = -1583146.463902
  nChanged 26
		SP:Iteration 50Q (80785.010000 sec): 3 clusters
  Score: Raw -1586359.688635 + Penalty 3208.583404 = -1583151.105231
  nChanged 26
		SP:Iteration 51Q (80785.250000 sec): 3 clusters
  Score: Raw -1586364.490765 + Penalty 3208.583404 = -1583155.907361
  nChanged 31
		SP:Iteration 52Q (80785.470000 sec): 3 clusters
  Score: Raw -1586370.351101 + Penalty 3208.583404 = -1583161.767697
  nChanged 30
		SP:Iteration 53Q (80785.710000 sec): 3 clusters
  Score: Raw -1586375.290760 + Penalty 3208.583404 = -1583166.707356
  nChanged 23
		SP:Iteration 54Q (80785.960000 sec): 3 clusters
  Score: Raw -1586378.918454 + Penalty 3208.583404 = -1583170.335050
  nChanged 24
		SP:Iteration 55Q (80786.190000 sec): 3 clusters
  Score: Raw -1586383.234832 + Penalty 3208.583404 = -1583174.651428
  nChanged 22
		SP:Iteration 56Q (80786.410000 sec): 3 clusters
  Score: Raw -1586387.213872 + Penalty 3208.583404 = -1583178.630468
  nChanged 17
		SP:Iteration 57Q (80786.650000 sec): 3 clusters
  Score: Raw -1586391.403341 + Penalty 3208.583404 = -1583182.819937
  nChanged 22
		SP:Iteration 58Q (80786.900000 sec): 3 clusters
  Score: Raw -1586395.838007 + Penalty 3208.583404 = -1583187.254603
  nChanged 21
		SP:Iteration 59Q (80787.130000 sec): 3 clusters
  Score: Raw -1586398.814198 + Penalty 3208.583404 = -1583190.230794
  nChanged 12
		SP:Iteration 60F (80787.370000 sec): 3 clusters
  Score: Raw -1586400.363010 + Penalty 3208.583404 = -1583191.779606
  nChanged 12
		SP:Iteration 61Q (80787.600000 sec): 3 clusters
  Score: Raw -1586401.992193 + Penalty 3208.583404 = -1583193.408789
  nChanged 12
		SP:Iteration 62Q (80787.830000 sec): 3 clusters
  Score: Raw -1586403.671635 + Penalty 3208.583404 = -1583195.088231
  nChanged 10
		SP:Iteration 63Q (80788.070000 sec): 3 clusters
  Score: Raw -1586405.610695 + Penalty 3208.583404 = -1583197.027291
  nChanged 12
		SP:Iteration 64Q (80788.290000 sec): 3 clusters
  Score: Raw -1586407.796222 + Penalty 3208.583404 = -1583199.212818
  nChanged 10
		SP:Iteration 65Q (80788.530000 sec): 3 clusters
  Score: Raw -1586409.466366 + Penalty 3208.583404 = -1583200.882962
  nChanged 11
		SP:Iteration 66Q (80788.780000 sec): 3 clusters
  Score: Raw -1586410.958429 + Penalty 3208.583404 = -1583202.375025
  nChanged 10
		SP:Iteration 67Q (80789.020000 sec): 3 clusters
  Score: Raw -1586412.612941 + Penalty 3208.583404 = -1583204.029537
  nChanged 12
		SP:Iteration 68Q (80789.240000 sec): 3 clusters
  Score: Raw -1586414.099536 + Penalty 3208.583404 = -1583205.516132
  nChanged 12
		SP:Iteration 69Q (80789.480000 sec): 3 clusters
  Score: Raw -1586416.729040 + Penalty 3208.583404 = -1583208.145636
  nChanged 13
		SP:Iteration 70Q (80789.700000 sec): 3 clusters
  Score: Raw -1586418.533786 + Penalty 3208.583404 = -1583209.950382
  nChanged 13
		SP:Iteration 71Q (80789.930000 sec): 3 clusters
  Score: Raw -1586420.900505 + Penalty 3208.583404 = -1583212.317101
  nChanged 11
		SP:Iteration 72Q (80790.180000 sec): 3 clusters
  Score: Raw -1586422.302737 + Penalty 3208.583404 = -1583213.719333
  nChanged 10
		SP:Iteration 73Q (80790.420000 sec): 3 clusters
  Score: Raw -1586423.749723 + Penalty 3208.583404 = -1583215.166319
  nChanged 8
		SP:Iteration 74Q (80790.640000 sec): 3 clusters
  Score: Raw -1586424.683572 + Penalty 3208.583404 = -1583216.100169
  nChanged 5
		SP:Iteration 75Q (80790.880000 sec): 3 clusters
  Score: Raw -1586425.501951 + Penalty 3208.583404 = -1583216.918547
  nChanged 4
		SP:Iteration 76Q (80791.130000 sec): 3 clusters
  Score: Raw -1586425.808156 + Penalty 3208.583404 = -1583217.224752
  nChanged 1
		SP:Iteration 77Q (80791.360000 sec): 3 clusters
  Score: Raw -1586425.933985 + Penalty 3208.583404 = -1583217.350581
  nChanged 1
		SP:Iteration 78Q (80791.580000 sec): 3 clusters
  Score: Raw -1586426.002884 + Penalty 3208.583404 = -1583217.419480
  nChanged 1
		SP:Iteration 79Q (80791.820000 sec): 3 clusters
  Score: Raw -1586426.130827 + Penalty 3208.583404 = -1583217.547423
  nChanged 3
		SP:Iteration 80F (80792.080000 sec): 3 clusters
  Score: Raw -1586426.565640 + Penalty 3208.583404 = -1583217.982236
  nChanged 2
		SP:Iteration 81Q (80792.340000 sec): 3 clusters
  Score: Raw -1586426.815937 + Penalty 3208.583404 = -1583218.232533
  nChanged 1
		SP:Iteration 82Q (80792.560000 sec): 3 clusters
  Score: Raw -1586426.998232 + Penalty 3208.583404 = -1583218.414828
  nChanged 1
		SP:Iteration 83Q (80792.810000 sec): 3 clusters
  Score: Raw -1586427.100996 + Penalty 3208.583404 = -1583218.517592
  nChanged 0
		SP:Iteration 84F (80793.050000 sec): 3 clusters
  Score: Raw -1586427.100996 + Penalty 3208.583404 = -1583218.517592
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 11 (1636 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (80793.100000 sec): 2 clusters
  Score: Raw -138583.030249 + Penalty 1202.501547 = -137380.528702
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (80793.130000 sec): 3 clusters
  Score: Raw -137951.350526 + Penalty 2405.003093 = -135546.347432
  nChanged 563
		SP:Iteration 1F (80793.170000 sec): 3 clusters
  Score: Raw -138345.080517 + Penalty 2405.003093 = -135940.077424
  nChanged 127
		SP:Iteration 2F (80793.210000 sec): 3 clusters
  Score: Raw -138482.495063 + Penalty 2405.003093 = -136077.491970
  nChanged 100
		SP:Iteration 3F (80793.250000 sec): 3 clusters
  Score: Raw -138619.271370 + Penalty 2405.003093 = -136214.268277
  nChanged 81
		SP:Iteration 4Q (80793.290000 sec): 3 clusters
  Score: Raw -138755.348698 + Penalty 2405.003093 = -136350.345605
  nChanged 86
		SP:Iteration 5F (80793.310000 sec): 3 clusters
  Score: Raw -138957.641720 + Penalty 2405.003093 = -136552.638627
  nChanged 91
		SP:Iteration 6F (80793.350000 sec): 3 clusters
  Score: Raw -139162.540967 + Penalty 2405.003093 = -136757.537874
  nChanged 83
		SP:Iteration 7F (80793.380000 sec): 3 clusters
  Score: Raw -139285.089599 + Penalty 2405.003093 = -136880.086506
  nChanged 63
		SP:Iteration 8Q (80793.410000 sec): 3 clusters
  Score: Raw -139380.877658 + Penalty 2405.003093 = -136975.874565
  nChanged 46
		SP:Iteration 9Q (80793.440000 sec): 3 clusters
  Score: Raw -139449.751111 + Penalty 2405.003093 = -137044.748018
  nChanged 31
		SP:Iteration 10Q (80793.470000 sec): 3 clusters
  Score: Raw -139486.491646 + Penalty 2405.003093 = -137081.488553
  nChanged 13
		SP:Iteration 11Q (80793.490000 sec): 3 clusters
  Score: Raw -139499.258980 + Penalty 2405.003093 = -137094.255887
  nChanged 12
		SP:Iteration 12Q (80793.530000 sec): 3 clusters
  Score: Raw -139511.269108 + Penalty 2405.003093 = -137106.266015
  nChanged 11
		SP:Iteration 13Q (80793.550000 sec): 3 clusters
  Score: Raw -139522.813032 + Penalty 2405.003093 = -137117.809939
  nChanged 7
		SP:Iteration 14Q (80793.580000 sec): 3 clusters
  Score: Raw -139529.689056 + Penalty 2405.003093 = -137124.685963
  nChanged 4
		SP:Iteration 15Q (80793.610000 sec): 3 clusters
  Score: Raw -139533.379442 + Penalty 2405.003093 = -137128.376349
  nChanged 6
		SP:Iteration 16Q (80793.640000 sec): 3 clusters
  Score: Raw -139543.837535 + Penalty 2405.003093 = -137138.834442
  nChanged 11
		SP:Iteration 17Q (80793.670000 sec): 3 clusters
  Score: Raw -139556.374577 + Penalty 2405.003093 = -137151.371484
  nChanged 7
		SP:Iteration 18Q (80793.700000 sec): 3 clusters
  Score: Raw -139562.799481 + Penalty 2405.003093 = -137157.796388
  nChanged 2
		SP:Iteration 19Q (80793.730000 sec): 3 clusters
  Score: Raw -139565.265021 + Penalty 2405.003093 = -137160.261928
  nChanged 3
		SP:Iteration 20F (80793.760000 sec): 3 clusters
  Score: Raw -139567.527759 + Penalty 2405.003093 = -137162.524666
  nChanged 6
		SP:Iteration 21Q (80793.790000 sec): 3 clusters
  Score: Raw -139574.113872 + Penalty 2405.003093 = -137169.110778
  nChanged 5
		SP:Iteration 22Q (80793.820000 sec): 3 clusters
  Score: Raw -139576.982447 + Penalty 2405.003093 = -137171.979354
  nChanged 1
		SP:Iteration 23Q (80793.850000 sec): 3 clusters
  Score: Raw -139577.827066 + Penalty 2405.003093 = -137172.823973
  nChanged 1
		SP:Iteration 24Q (80793.880000 sec): 3 clusters
  Score: Raw -139578.028793 + Penalty 2405.003093 = -137173.025700
  nChanged 0
		SP:Iteration 25F (80793.910000 sec): 3 clusters
  Score: Raw -139578.028793 + Penalty 2405.003093 = -137173.025700
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 12 (10769 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (80794.060000 sec): 2 clusters
  Score: Raw -956216.202631 + Penalty 1508.719374 = -954707.483257
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (80794.240000 sec): 3 clusters
  Score: Raw -950128.515043 + Penalty 3017.438747 = -947111.076295
  nChanged 4637
		SP:Iteration 1F (80794.390000 sec): 3 clusters
  Score: Raw -952675.499481 + Penalty 3017.438747 = -949658.060733
  nChanged 756
		SP:Iteration 2F (80794.570000 sec): 3 clusters
  Score: Raw -953070.553622 + Penalty 3017.438747 = -950053.114874
  nChanged 682
		SP:Iteration 3F (80794.720000 sec): 3 clusters
  Score: Raw -953510.377965 + Penalty 3017.438747 = -950492.939217
  nChanged 761
		SP:Iteration 4F (80794.890000 sec): 3 clusters
  Score: Raw -954137.666352 + Penalty 3017.438747 = -951120.227605
  nChanged 844
		SP:Iteration 5F (80795.050000 sec): 3 clusters
  Score: Raw -954863.861385 + Penalty 3017.438747 = -951846.422638
  nChanged 783
		SP:Iteration 6F (80795.210000 sec): 3 clusters
  Score: Raw -955467.663605 + Penalty 3017.438747 = -952450.224857
  nChanged 639
		SP:Iteration 7F (80795.390000 sec): 3 clusters
  Score: Raw -955880.347003 + Penalty 3017.438747 = -952862.908255
  nChanged 425
		SP:Iteration 8Q (80795.550000 sec): 3 clusters
  Score: Raw -956091.578887 + Penalty 3017.438747 = -953074.140140
  nChanged 301
		SP:Iteration 9Q (80795.730000 sec): 3 clusters
  Score: Raw -956216.317777 + Penalty 3017.438747 = -953198.879030
  nChanged 192
		SP:Iteration 10Q (80795.890000 sec): 3 clusters
  Score: Raw -956277.836411 + Penalty 3017.438747 = -953260.397664
  nChanged 149
		SP:Iteration 11Q (80796.070000 sec): 3 clusters
  Score: Raw -956323.149351 + Penalty 3017.438747 = -953305.710603
  nChanged 136
		SP:Iteration 12Q (80796.230000 sec): 3 clusters
  Score: Raw -956360.686691 + Penalty 3017.438747 = -953343.247944
  nChanged 101
		SP:Iteration 13Q (80796.400000 sec): 3 clusters
  Score: Raw -956385.251143 + Penalty 3017.438747 = -953367.812395
  nChanged 80
		SP:Iteration 14Q (80796.570000 sec): 3 clusters
  Score: Raw -956401.451197 + Penalty 3017.438747 = -953384.012450
  nChanged 66
		SP:Iteration 15Q (80796.740000 sec): 3 clusters
  Score: Raw -956413.313321 + Penalty 3017.438747 = -953395.874573
  nChanged 52
		SP:Iteration 16Q (80796.930000 sec): 3 clusters
  Score: Raw -956422.562322 + Penalty 3017.438747 = -953405.123575
  nChanged 57
		SP:Iteration 17Q (80797.080000 sec): 3 clusters
  Score: Raw -956432.005579 + Penalty 3017.438747 = -953414.566831
  nChanged 56
		SP:Iteration 18Q (80797.250000 sec): 3 clusters
  Score: Raw -956443.599140 + Penalty 3017.438747 = -953426.160393
  nChanged 63
		SP:Iteration 19Q (80797.400000 sec): 3 clusters
  Score: Raw -956456.251664 + Penalty 3017.438747 = -953438.812917
  nChanged 55
		SP:Iteration 20F (80797.570000 sec): 3 clusters
  Score: Raw -956466.053335 + Penalty 3017.438747 = -953448.614588
  nChanged 51
		SP:Iteration 21Q (80797.730000 sec): 3 clusters
  Score: Raw -956474.916763 + Penalty 3017.438747 = -953457.478016
  nChanged 48
		SP:Iteration 22Q (80797.900000 sec): 3 clusters
  Score: Raw -956482.846781 + Penalty 3017.438747 = -953465.408034
  nChanged 38
		SP:Iteration 23Q (80798.090000 sec): 3 clusters
  Score: Raw -956487.999451 + Penalty 3017.438747 = -953470.560704
  nChanged 33
		SP:Iteration 24Q (80798.250000 sec): 3 clusters
  Score: Raw -956492.929560 + Penalty 3017.438747 = -953475.490812
  nChanged 36
		SP:Iteration 25Q (80798.410000 sec): 3 clusters
  Score: Raw -956497.839831 + Penalty 3017.438747 = -953480.401084
  nChanged 35
		SP:Iteration 26Q (80798.570000 sec): 3 clusters
  Score: Raw -956503.131389 + Penalty 3017.438747 = -953485.692641
  nChanged 35
		SP:Iteration 27Q (80798.740000 sec): 3 clusters
  Score: Raw -956508.035706 + Penalty 3017.438747 = -953490.596958
  nChanged 34
		SP:Iteration 28Q (80798.900000 sec): 3 clusters
  Score: Raw -956512.221897 + Penalty 3017.438747 = -953494.783150
  nChanged 35
		SP:Iteration 29Q (80799.080000 sec): 3 clusters
  Score: Raw -956517.163658 + Penalty 3017.438747 = -953499.724910
  nChanged 35
		SP:Iteration 30Q (80799.240000 sec): 3 clusters
  Score: Raw -956521.892056 + Penalty 3017.438747 = -953504.453309
  nChanged 40
		SP:Iteration 31Q (80799.410000 sec): 3 clusters
  Score: Raw -956527.371825 + Penalty 3017.438747 = -953509.933078
  nChanged 33
		SP:Iteration 32Q (80799.580000 sec): 3 clusters
  Score: Raw -956531.996078 + Penalty 3017.438747 = -953514.557331
  nChanged 37
		SP:Iteration 33Q (80799.740000 sec): 3 clusters
  Score: Raw -956537.080528 + Penalty 3017.438747 = -953519.641781
  nChanged 38
		SP:Iteration 34Q (80799.930000 sec): 3 clusters
  Score: Raw -956541.445053 + Penalty 3017.438747 = -953524.006305
  nChanged 36
		SP:Iteration 35Q (80800.080000 sec): 3 clusters
  Score: Raw -956546.609176 + Penalty 3017.438747 = -953529.170428
  nChanged 36
		SP:Iteration 36Q (80800.260000 sec): 3 clusters
  Score: Raw -956551.143413 + Penalty 3017.438747 = -953533.704665
  nChanged 30
		SP:Iteration 37Q (80800.420000 sec): 3 clusters
  Score: Raw -956555.349683 + Penalty 3017.438747 = -953537.910936
  nChanged 26
		SP:Iteration 38Q (80800.590000 sec): 3 clusters
  Score: Raw -956558.701085 + Penalty 3017.438747 = -953541.262338
  nChanged 24
		SP:Iteration 39Q (80800.750000 sec): 3 clusters
  Score: Raw -956561.832297 + Penalty 3017.438747 = -953544.393550
  nChanged 27
		SP:Iteration 40F (80800.920000 sec): 3 clusters
  Score: Raw -956565.118888 + Penalty 3017.438747 = -953547.680140
  nChanged 28
		SP:Iteration 41Q (80801.110000 sec): 3 clusters
  Score: Raw -956568.496644 + Penalty 3017.438747 = -953551.057896
  nChanged 31
		SP:Iteration 42Q (80801.270000 sec): 3 clusters
  Score: Raw -956573.021081 + Penalty 3017.438747 = -953555.582333
  nChanged 24
		SP:Iteration 43Q (80801.430000 sec): 3 clusters
  Score: Raw -956576.383153 + Penalty 3017.438747 = -953558.944406
  nChanged 24
		SP:Iteration 44Q (80801.580000 sec): 3 clusters
  Score: Raw -956579.341134 + Penalty 3017.438747 = -953561.902387
  nChanged 16
		SP:Iteration 45Q (80801.760000 sec): 3 clusters
  Score: Raw -956581.083651 + Penalty 3017.438747 = -953563.644904
  nChanged 20
		SP:Iteration 46Q (80801.920000 sec): 3 clusters
  Score: Raw -956583.363388 + Penalty 3017.438747 = -953565.924641
  nChanged 17
		SP:Iteration 47Q (80802.090000 sec): 3 clusters
  Score: Raw -956585.289044 + Penalty 3017.438747 = -953567.850296
  nChanged 27
		SP:Iteration 48Q (80802.250000 sec): 3 clusters
  Score: Raw -956589.098402 + Penalty 3017.438747 = -953571.659654
  nChanged 26
		SP:Iteration 49Q (80802.430000 sec): 3 clusters
  Score: Raw -956592.873274 + Penalty 3017.438747 = -953575.434526
  nChanged 36
		SP:Iteration 50Q (80802.620000 sec): 3 clusters
  Score: Raw -956599.732076 + Penalty 3017.438747 = -953582.293329
  nChanged 39
		SP:Iteration 51Q (80802.770000 sec): 3 clusters
  Score: Raw -956605.397395 + Penalty 3017.438747 = -953587.958647
  nChanged 29
		SP:Iteration 52Q (80802.930000 sec): 3 clusters
  Score: Raw -956608.988934 + Penalty 3017.438747 = -953591.550186
  nChanged 36
		SP:Iteration 53Q (80803.090000 sec): 3 clusters
  Score: Raw -956614.582602 + Penalty 3017.438747 = -953597.143855
  nChanged 43
		SP:Iteration 54Q (80803.270000 sec): 3 clusters
  Score: Raw -956620.955036 + Penalty 3017.438747 = -953603.516289
  nChanged 49
		SP:Iteration 55Q (80803.420000 sec): 3 clusters
  Score: Raw -956629.905197 + Penalty 3017.438747 = -953612.466450
  nChanged 49
		SP:Iteration 56Q (80803.600000 sec): 3 clusters
  Score: Raw -956638.134195 + Penalty 3017.438747 = -953620.695448
  nChanged 36
		SP:Iteration 57Q (80803.760000 sec): 3 clusters
  Score: Raw -956645.293948 + Penalty 3017.438747 = -953627.855200
  nChanged 38
		SP:Iteration 58Q (80803.930000 sec): 3 clusters
  Score: Raw -956651.211642 + Penalty 3017.438747 = -953633.772894
  nChanged 32
		SP:Iteration 59Q (80804.120000 sec): 3 clusters
  Score: Raw -956655.952282 + Penalty 3017.438747 = -953638.513535
  nChanged 37
		SP:Iteration 60F (80804.270000 sec): 3 clusters
  Score: Raw -956661.970017 + Penalty 3017.438747 = -953644.531270
  nChanged 43
		SP:Iteration 61Q (80804.430000 sec): 3 clusters
  Score: Raw -956669.714663 + Penalty 3017.438747 = -953652.275916
  nChanged 46
		SP:Iteration 62Q (80804.580000 sec): 3 clusters
  Score: Raw -956677.408223 + Penalty 3017.438747 = -953659.969475
  nChanged 44
		SP:Iteration 63Q (80804.750000 sec): 3 clusters
  Score: Raw -956685.065153 + Penalty 3017.438747 = -953667.626406
  nChanged 46
		SP:Iteration 64Q (80804.910000 sec): 3 clusters
  Score: Raw -956694.288223 + Penalty 3017.438747 = -953676.849476
  nChanged 46
		SP:Iteration 65Q (80805.090000 sec): 3 clusters
  Score: Raw -956704.323831 + Penalty 3017.438747 = -953686.885084
  nChanged 54
		SP:Iteration 66Q (80805.250000 sec): 3 clusters
  Score: Raw -956713.667379 + Penalty 3017.438747 = -953696.228631
  nChanged 44
		SP:Iteration 67Q (80805.410000 sec): 3 clusters
  Score: Raw -956722.704772 + Penalty 3017.438747 = -953705.266025
  nChanged 56
		SP:Iteration 68Q (80805.600000 sec): 3 clusters
  Score: Raw -956734.730900 + Penalty 3017.438747 = -953717.292152
  nChanged 62
		SP:Iteration 69Q (80805.760000 sec): 3 clusters
  Score: Raw -956749.143639 + Penalty 3017.438747 = -953731.704891
  nChanged 53
		SP:Iteration 70Q (80805.930000 sec): 3 clusters
  Score: Raw -956760.728259 + Penalty 3017.438747 = -953743.289511
  nChanged 47
		SP:Iteration 71Q (80806.090000 sec): 3 clusters
  Score: Raw -956768.854586 + Penalty 3017.438747 = -953751.415838
  nChanged 46
		SP:Iteration 72Q (80806.260000 sec): 3 clusters
  Score: Raw -956778.704380 + Penalty 3017.438747 = -953761.265633
  nChanged 48
		SP:Iteration 73Q (80806.480000 sec): 3 clusters
  Score: Raw -956788.958704 + Penalty 3017.438747 = -953771.519956
  nChanged 62
		SP:Iteration 74Q (80806.700000 sec): 3 clusters
  Score: Raw -956803.012900 + Penalty 3017.438747 = -953785.574153
  nChanged 60
		SP:Iteration 75Q (80806.920000 sec): 3 clusters
  Score: Raw -956817.126254 + Penalty 3017.438747 = -953799.687506
  nChanged 65
		SP:Iteration 76Q (80807.070000 sec): 3 clusters
  Score: Raw -956833.820593 + Penalty 3017.438747 = -953816.381846
  nChanged 73
		SP:Iteration 77Q (80807.220000 sec): 3 clusters
  Score: Raw -956854.724829 + Penalty 3017.438747 = -953837.286082
  nChanged 72
		SP:Iteration 78Q (80807.390000 sec): 3 clusters
  Score: Raw -956873.474579 + Penalty 3017.438747 = -953856.035831
  nChanged 79
		SP:Iteration 79Q (80807.550000 sec): 3 clusters
  Score: Raw -956898.246719 + Penalty 3017.438747 = -953880.807972
  nChanged 98
		SP:Iteration 80F (80807.710000 sec): 3 clusters
  Score: Raw -956931.887005 + Penalty 3017.438747 = -953914.448258
  nChanged 114
		SP:Iteration 81Q (80807.900000 sec): 3 clusters
  Score: Raw -956963.284151 + Penalty 3017.438747 = -953945.845404
  nChanged 100
		SP:Iteration 82Q (80808.050000 sec): 3 clusters
  Score: Raw -956991.209393 + Penalty 3017.438747 = -953973.770645
  nChanged 109
		SP:Iteration 83Q (80808.210000 sec): 3 clusters
  Score: Raw -957023.021223 + Penalty 3017.438747 = -954005.582476
  nChanged 97
		SP:Iteration 84Q (80808.360000 sec): 3 clusters
  Score: Raw -957049.319573 + Penalty 3017.438747 = -954031.880825
  nChanged 105
		SP:Iteration 85Q (80808.530000 sec): 3 clusters
  Score: Raw -957077.885666 + Penalty 3017.438747 = -954060.446918
  nChanged 91
		SP:Iteration 86Q (80808.690000 sec): 3 clusters
  Score: Raw -957099.843834 + Penalty 3017.438747 = -954082.405086
  nChanged 77
		SP:Iteration 87Q (80808.840000 sec): 3 clusters
  Score: Raw -957118.011276 + Penalty 3017.438747 = -954100.572528
  nChanged 67
		SP:Iteration 88Q (80809.030000 sec): 3 clusters
  Score: Raw -957135.835345 + Penalty 3017.438747 = -954118.396598
  nChanged 88
		SP:Iteration 89Q (80809.190000 sec): 3 clusters
  Score: Raw -957158.428747 + Penalty 3017.438747 = -954140.989999
  nChanged 69
		SP:Iteration 90Q (80809.350000 sec): 3 clusters
  Score: Raw -957175.364379 + Penalty 3017.438747 = -954157.925632
  nChanged 64
		SP:Iteration 91Q (80809.510000 sec): 3 clusters
  Score: Raw -957190.113862 + Penalty 3017.438747 = -954172.675114
  nChanged 73
		SP:Iteration 92Q (80809.670000 sec): 3 clusters
  Score: Raw -957208.279042 + Penalty 3017.438747 = -954190.840294
  nChanged 81
		SP:Iteration 93Q (80809.860000 sec): 3 clusters
  Score: Raw -957231.048196 + Penalty 3017.438747 = -954213.609448
  nChanged 88
		SP:Iteration 94Q (80810.010000 sec): 3 clusters
  Score: Raw -957253.291430 + Penalty 3017.438747 = -954235.852682
  nChanged 78
		SP:Iteration 95Q (80810.180000 sec): 3 clusters
  Score: Raw -957272.501988 + Penalty 3017.438747 = -954255.063241
  nChanged 72
		SP:Iteration 96Q (80810.340000 sec): 3 clusters
  Score: Raw -957288.183671 + Penalty 3017.438747 = -954270.744924
  nChanged 61
		SP:Iteration 97Q (80810.500000 sec): 3 clusters
  Score: Raw -957302.119871 + Penalty 3017.438747 = -954284.681123
  nChanged 69
		SP:Iteration 98Q (80810.690000 sec): 3 clusters
  Score: Raw -957316.766822 + Penalty 3017.438747 = -954299.328075
  nChanged 58
		SP:Iteration 99Q (80810.830000 sec): 3 clusters
  Score: Raw -957329.253394 + Penalty 3017.438747 = -954311.814647
  nChanged 46
		SP:Iteration 100F (80811.010000 sec): 3 clusters
  Score: Raw -957338.992235 + Penalty 3017.438747 = -954321.553488
  nChanged 36
		SP:Iteration 101Q (80811.160000 sec): 3 clusters
  Score: Raw -957344.425326 + Penalty 3017.438747 = -954326.986579
  nChanged 30
		SP:Iteration 102Q (80811.320000 sec): 3 clusters
  Score: Raw -957350.031871 + Penalty 3017.438747 = -954332.593123
  nChanged 30
		SP:Iteration 103Q (80811.480000 sec): 3 clusters
  Score: Raw -957354.278842 + Penalty 3017.438747 = -954336.840094
  nChanged 31
		SP:Iteration 104Q (80811.630000 sec): 3 clusters
  Score: Raw -957358.933229 + Penalty 3017.438747 = -954341.494482
  nChanged 22
		SP:Iteration 105Q (80811.820000 sec): 3 clusters
  Score: Raw -957362.460365 + Penalty 3017.438747 = -954345.021618
  nChanged 19
		SP:Iteration 106Q (80811.970000 sec): 3 clusters
  Score: Raw -957366.635632 + Penalty 3017.438747 = -954349.196885
  nChanged 25
		SP:Iteration 107Q (80812.130000 sec): 3 clusters
  Score: Raw -957370.752631 + Penalty 3017.438747 = -954353.313883
  nChanged 22
		SP:Iteration 108Q (80812.320000 sec): 3 clusters
  Score: Raw -957374.513630 + Penalty 3017.438747 = -954357.074883
  nChanged 23
		SP:Iteration 109Q (80812.460000 sec): 3 clusters
  Score: Raw -957378.559889 + Penalty 3017.438747 = -954361.121142
  nChanged 23
		SP:Iteration 110Q (80812.630000 sec): 3 clusters
  Score: Raw -957382.498481 + Penalty 3017.438747 = -954365.059734
  nChanged 25
		SP:Iteration 111Q (80812.780000 sec): 3 clusters
  Score: Raw -957387.328870 + Penalty 3017.438747 = -954369.890123
  nChanged 24
		SP:Iteration 112Q (80812.950000 sec): 3 clusters
  Score: Raw -957390.873652 + Penalty 3017.438747 = -954373.434904
  nChanged 19
		SP:Iteration 113Q (80813.130000 sec): 3 clusters
  Score: Raw -957393.665025 + Penalty 3017.438747 = -954376.226277
  nChanged 15
		SP:Iteration 114Q (80813.280000 sec): 3 clusters
  Score: Raw -957396.764093 + Penalty 3017.438747 = -954379.325346
  nChanged 20
		SP:Iteration 115Q (80813.450000 sec): 3 clusters
  Score: Raw -957400.291342 + Penalty 3017.438747 = -954382.852594
  nChanged 16
		SP:Iteration 116Q (80813.600000 sec): 3 clusters
  Score: Raw -957403.039017 + Penalty 3017.438747 = -954385.600270
  nChanged 16
		SP:Iteration 117Q (80813.760000 sec): 3 clusters
  Score: Raw -957405.474264 + Penalty 3017.438747 = -954388.035516
  nChanged 18
		SP:Iteration 118Q (80813.920000 sec): 3 clusters
  Score: Raw -957408.545796 + Penalty 3017.438747 = -954391.107049
  nChanged 20
		SP:Iteration 119Q (80814.070000 sec): 3 clusters
  Score: Raw -957411.838000 + Penalty 3017.438747 = -954394.399252
  nChanged 16
		SP:Iteration 120F (80814.250000 sec): 3 clusters
  Score: Raw -957414.465743 + Penalty 3017.438747 = -954397.026996
  nChanged 18
		SP:Iteration 121Q (80814.400000 sec): 3 clusters
  Score: Raw -957417.514120 + Penalty 3017.438747 = -954400.075372
  nChanged 17
		SP:Iteration 122Q (80814.560000 sec): 3 clusters
  Score: Raw -957421.447140 + Penalty 3017.438747 = -954404.008392
  nChanged 21
		SP:Iteration 123Q (80814.740000 sec): 3 clusters
  Score: Raw -957424.724369 + Penalty 3017.438747 = -954407.285621
  nChanged 14
		SP:Iteration 124Q (80814.890000 sec): 3 clusters
  Score: Raw -957426.848954 + Penalty 3017.438747 = -954409.410206
  nChanged 12
		SP:Iteration 125Q (80815.060000 sec): 3 clusters
  Score: Raw -957428.630707 + Penalty 3017.438747 = -954411.191960
  nChanged 11
		SP:Iteration 126Q (80815.210000 sec): 3 clusters
  Score: Raw -957430.517989 + Penalty 3017.438747 = -954413.079242
  nChanged 11
		SP:Iteration 127Q (80815.370000 sec): 3 clusters
  Score: Raw -957432.151965 + Penalty 3017.438747 = -954414.713218
  nChanged 6
		SP:Iteration 128Q (80815.550000 sec): 3 clusters
  Score: Raw -957433.160139 + Penalty 3017.438747 = -954415.721392
  nChanged 4
		SP:Iteration 129Q (80815.690000 sec): 3 clusters
  Score: Raw -957433.710361 + Penalty 3017.438747 = -954416.271614
  nChanged 5
		SP:Iteration 130Q (80815.860000 sec): 3 clusters
  Score: Raw -957434.360870 + Penalty 3017.438747 = -954416.922123
  nChanged 7
		SP:Iteration 131Q (80816.010000 sec): 3 clusters
  Score: Raw -957435.646473 + Penalty 3017.438747 = -954418.207726
  nChanged 6
		SP:Iteration 132Q (80816.170000 sec): 3 clusters
  Score: Raw -957436.584546 + Penalty 3017.438747 = -954419.145799
  nChanged 4
		SP:Iteration 133Q (80816.350000 sec): 3 clusters
  Score: Raw -957437.442406 + Penalty 3017.438747 = -954420.003659
  nChanged 8
		SP:Iteration 134Q (80816.500000 sec): 3 clusters
  Score: Raw -957438.715088 + Penalty 3017.438747 = -954421.276341
  nChanged 7
		SP:Iteration 135Q (80816.670000 sec): 3 clusters
  Score: Raw -957439.499310 + Penalty 3017.438747 = -954422.060562
  nChanged 5
		SP:Iteration 136Q (80816.820000 sec): 3 clusters
  Score: Raw -957440.036942 + Penalty 3017.438747 = -954422.598195
  nChanged 1
		SP:Iteration 137Q (80816.970000 sec): 3 clusters
  Score: Raw -957440.190818 + Penalty 3017.438747 = -954422.752070
  nChanged 1
		SP:Iteration 138Q (80817.160000 sec): 3 clusters
  Score: Raw -957440.269727 + Penalty 3017.438747 = -954422.830979
  nChanged 0
		SP:Iteration 139F (80817.310000 sec): 3 clusters
  Score: Raw -957440.269727 + Penalty 3017.438747 = -954422.830979
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 13 (5089 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (80817.390000 sec): 2 clusters
  Score: Raw -485829.891885 + Penalty 1386.910952 = -484442.980933
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (80817.500000 sec): 3 clusters
  Score: Raw -483094.982495 + Penalty 2773.821904 = -480321.160591
  nChanged 2101
		SP:Iteration 1F (80817.590000 sec): 3 clusters
  Score: Raw -484167.800340 + Penalty 2773.821904 = -481393.978436
  nChanged 351
		SP:Iteration 2F (80817.690000 sec): 3 clusters
  Score: Raw -484346.556641 + Penalty 2773.821904 = -481572.734737
  nChanged 281
		SP:Iteration 3F (80817.780000 sec): 3 clusters
  Score: Raw -484475.620381 + Penalty 2773.821904 = -481701.798477
  nChanged 212
		SP:Iteration 4Q (80817.870000 sec): 3 clusters
  Score: Raw -484567.051074 + Penalty 2773.821904 = -481793.229171
  nChanged 161
		SP:Iteration 5Q (80817.970000 sec): 3 clusters
  Score: Raw -484641.396577 + Penalty 2773.821904 = -481867.574673
  nChanged 151
		SP:Iteration 6Q (80818.060000 sec): 3 clusters
  Score: Raw -484710.029509 + Penalty 2773.821904 = -481936.207606
  nChanged 131
		SP:Iteration 7Q (80818.160000 sec): 3 clusters
  Score: Raw -484789.329227 + Penalty 2773.821904 = -482015.507323
  nChanged 167
		SP:Iteration 8Q (80818.250000 sec): 3 clusters
  Score: Raw -484891.772408 + Penalty 2773.821904 = -482117.950504
  nChanged 190
		SP:Iteration 9Q (80818.350000 sec): 3 clusters
  Score: Raw -485014.759835 + Penalty 2773.821904 = -482240.937932
  nChanged 202
		SP:Iteration 10Q (80818.440000 sec): 3 clusters
  Score: Raw -485138.862176 + Penalty 2773.821904 = -482365.040273
  nChanged 210
		SP:Iteration 11Q (80818.540000 sec): 3 clusters
  Score: Raw -485292.298154 + Penalty 2773.821904 = -482518.476250
  nChanged 221
		SP:Iteration 12Q (80818.630000 sec): 3 clusters
  Score: Raw -485456.237786 + Penalty 2773.821904 = -482682.415882
  nChanged 205
		SP:Iteration 13Q (80818.730000 sec): 3 clusters
  Score: Raw -485618.962527 + Penalty 2773.821904 = -482845.140623
  nChanged 190
		SP:Iteration 14Q (80818.820000 sec): 3 clusters
  Score: Raw -485781.672252 + Penalty 2773.821904 = -483007.850348
  nChanged 187
		SP:Iteration 15Q (80818.910000 sec): 3 clusters
  Score: Raw -485936.295676 + Penalty 2773.821904 = -483162.473772
  nChanged 183
		SP:Iteration 16Q (80819.010000 sec): 3 clusters
  Score: Raw -486051.952906 + Penalty 2773.821904 = -483278.131003
  nChanged 116
		SP:Iteration 17Q (80819.100000 sec): 3 clusters
  Score: Raw -486110.082093 + Penalty 2773.821904 = -483336.260190
  nChanged 81
		SP:Iteration 18Q (80819.190000 sec): 3 clusters
  Score: Raw -486139.778152 + Penalty 2773.821904 = -483365.956248
  nChanged 45
		SP:Iteration 19Q (80819.280000 sec): 3 clusters
  Score: Raw -486154.353014 + Penalty 2773.821904 = -483380.531110
  nChanged 31
		SP:Iteration 20F (80819.370000 sec): 3 clusters
  Score: Raw -486163.847931 + Penalty 2773.821904 = -483390.026027
  nChanged 32
		SP:Iteration 21Q (80819.470000 sec): 3 clusters
  Score: Raw -486171.805848 + Penalty 2773.821904 = -483397.983944
  nChanged 19
		SP:Iteration 22Q (80819.560000 sec): 3 clusters
  Score: Raw -486176.832672 + Penalty 2773.821904 = -483403.010768
  nChanged 19
		SP:Iteration 23Q (80819.650000 sec): 3 clusters
  Score: Raw -486182.073080 + Penalty 2773.821904 = -483408.251177
  nChanged 21
		SP:Iteration 24Q (80819.740000 sec): 3 clusters
  Score: Raw -486187.938849 + Penalty 2773.821904 = -483414.116946
  nChanged 13
		SP:Iteration 25Q (80819.830000 sec): 3 clusters
  Score: Raw -486192.339526 + Penalty 2773.821904 = -483418.517623
  nChanged 12
		SP:Iteration 26Q (80819.930000 sec): 3 clusters
  Score: Raw -486195.473271 + Penalty 2773.821904 = -483421.651367
  nChanged 9
		SP:Iteration 27Q (80820.020000 sec): 3 clusters
  Score: Raw -486196.968714 + Penalty 2773.821904 = -483423.146811
  nChanged 3
		SP:Iteration 28Q (80820.110000 sec): 3 clusters
  Score: Raw -486197.557666 + Penalty 2773.821904 = -483423.735763
  nChanged 6
		SP:Iteration 29Q (80820.200000 sec): 3 clusters
  Score: Raw -486198.870655 + Penalty 2773.821904 = -483425.048751
  nChanged 6
		SP:Iteration 30Q (80820.300000 sec): 3 clusters
  Score: Raw -486199.976756 + Penalty 2773.821904 = -483426.154853
  nChanged 6
		SP:Iteration 31Q (80820.380000 sec): 3 clusters
  Score: Raw -486200.714011 + Penalty 2773.821904 = -483426.892107
  nChanged 1
		SP:Iteration 32Q (80820.480000 sec): 3 clusters
  Score: Raw -486200.925272 + Penalty 2773.821904 = -483427.103368
  nChanged 0
		SP:Iteration 33F (80820.570000 sec): 3 clusters
  Score: Raw -486200.925272 + Penalty 2773.821904 = -483427.103368
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 14 (3492 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (80820.640000 sec): 2 clusters
  Score: Raw -289513.151271 + Penalty 1325.712362 = -288187.438909
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (80820.710000 sec): 3 clusters
  Score: Raw -287839.132215 + Penalty 2651.424723 = -285187.707492
  nChanged 1349
		SP:Iteration 1F (80820.780000 sec): 3 clusters
  Score: Raw -288679.646811 + Penalty 2651.424723 = -286028.222088
  nChanged 295
		SP:Iteration 2F (80820.840000 sec): 3 clusters
  Score: Raw -288896.251515 + Penalty 2651.424723 = -286244.826792
  nChanged 213
		SP:Iteration 3F (80820.910000 sec): 3 clusters
  Score: Raw -289051.083617 + Penalty 2651.424723 = -286399.658894
  nChanged 176
		SP:Iteration 4F (80820.970000 sec): 3 clusters
  Score: Raw -289193.466917 + Penalty 2651.424723 = -286542.042194
  nChanged 141
		SP:Iteration 5Q (80821.040000 sec): 3 clusters
  Score: Raw -289278.482161 + Penalty 2651.424723 = -286627.057438
  nChanged 108
		SP:Iteration 6Q (80821.110000 sec): 3 clusters
  Score: Raw -289343.784098 + Penalty 2651.424723 = -286692.359375
  nChanged 88
		SP:Iteration 7Q (80821.170000 sec): 3 clusters
  Score: Raw -289403.850368 + Penalty 2651.424723 = -286752.425645
  nChanged 90
		SP:Iteration 8Q (80821.240000 sec): 3 clusters
  Score: Raw -289456.795910 + Penalty 2651.424723 = -286805.371187
  nChanged 80
		SP:Iteration 9Q (80821.300000 sec): 3 clusters
  Score: Raw -289506.717543 + Penalty 2651.424723 = -286855.292820
  nChanged 74
		SP:Iteration 10Q (80821.370000 sec): 3 clusters
  Score: Raw -289553.634748 + Penalty 2651.424723 = -286902.210025
  nChanged 78
		SP:Iteration 11Q (80821.440000 sec): 3 clusters
  Score: Raw -289598.091584 + Penalty 2651.424723 = -286946.666861
  nChanged 76
		SP:Iteration 12Q (80821.500000 sec): 3 clusters
  Score: Raw -289636.503328 + Penalty 2651.424723 = -286985.078605
  nChanged 75
		SP:Iteration 13Q (80821.570000 sec): 3 clusters
  Score: Raw -289678.252898 + Penalty 2651.424723 = -287026.828175
  nChanged 59
		SP:Iteration 14Q (80821.630000 sec): 3 clusters
  Score: Raw -289714.567056 + Penalty 2651.424723 = -287063.142333
  nChanged 59
		SP:Iteration 15Q (80821.700000 sec): 3 clusters
  Score: Raw -289752.880525 + Penalty 2651.424723 = -287101.455802
  nChanged 59
		SP:Iteration 16Q (80821.760000 sec): 3 clusters
  Score: Raw -289786.654191 + Penalty 2651.424723 = -287135.229468
  nChanged 50
		SP:Iteration 17Q (80821.830000 sec): 3 clusters
  Score: Raw -289817.228224 + Penalty 2651.424723 = -287165.803501
  nChanged 44
		SP:Iteration 18Q (80821.900000 sec): 3 clusters
  Score: Raw -289836.711014 + Penalty 2651.424723 = -287185.286291
  nChanged 37
		SP:Iteration 19Q (80821.960000 sec): 3 clusters
  Score: Raw -289853.375824 + Penalty 2651.424723 = -287201.951101
  nChanged 27
		SP:Iteration 20F (80822.030000 sec): 3 clusters
  Score: Raw -289864.366641 + Penalty 2651.424723 = -287212.941918
  nChanged 16
		SP:Iteration 21Q (80822.090000 sec): 3 clusters
  Score: Raw -289870.246491 + Penalty 2651.424723 = -287218.821768
  nChanged 12
		SP:Iteration 22Q (80822.160000 sec): 3 clusters
  Score: Raw -289876.793926 + Penalty 2651.424723 = -287225.369203
  nChanged 18
		SP:Iteration 23Q (80822.220000 sec): 3 clusters
  Score: Raw -289883.386942 + Penalty 2651.424723 = -287231.962219
  nChanged 12
		SP:Iteration 24Q (80822.280000 sec): 3 clusters
  Score: Raw -289886.377802 + Penalty 2651.424723 = -287234.953079
  nChanged 10
		SP:Iteration 25Q (80822.350000 sec): 3 clusters
  Score: Raw -289890.722131 + Penalty 2651.424723 = -287239.297408
  nChanged 13
		SP:Iteration 26Q (80822.420000 sec): 3 clusters
  Score: Raw -289894.940318 + Penalty 2651.424723 = -287243.515595
  nChanged 5
		SP:Iteration 27Q (80822.480000 sec): 3 clusters
  Score: Raw -289897.262111 + Penalty 2651.424723 = -287245.837388
  nChanged 10
		SP:Iteration 28Q (80822.540000 sec): 3 clusters
  Score: Raw -289902.097144 + Penalty 2651.424723 = -287250.672421
  nChanged 14
		SP:Iteration 29Q (80822.610000 sec): 3 clusters
  Score: Raw -289907.419032 + Penalty 2651.424723 = -287255.994309
  nChanged 10
		SP:Iteration 30Q (80822.680000 sec): 3 clusters
  Score: Raw -289910.662746 + Penalty 2651.424723 = -287259.238023
  nChanged 11
		SP:Iteration 31Q (80822.740000 sec): 3 clusters
  Score: Raw -289915.054994 + Penalty 2651.424723 = -287263.630271
  nChanged 9
		SP:Iteration 32Q (80822.810000 sec): 3 clusters
  Score: Raw -289918.043802 + Penalty 2651.424723 = -287266.619079
  nChanged 5
		SP:Iteration 33Q (80822.870000 sec): 3 clusters
  Score: Raw -289920.139222 + Penalty 2651.424723 = -287268.714499
  nChanged 5
		SP:Iteration 34Q (80822.940000 sec): 3 clusters
  Score: Raw -289921.505936 + Penalty 2651.424723 = -287270.081213
  nChanged 8
		SP:Iteration 35Q (80823.010000 sec): 3 clusters
  Score: Raw -289924.268211 + Penalty 2651.424723 = -287272.843488
  nChanged 10
		SP:Iteration 36Q (80823.070000 sec): 3 clusters
  Score: Raw -289927.367482 + Penalty 2651.424723 = -287275.942759
  nChanged 9
		SP:Iteration 37Q (80823.130000 sec): 3 clusters
  Score: Raw -289930.472205 + Penalty 2651.424723 = -287279.047482
  nChanged 13
		SP:Iteration 38Q (80823.200000 sec): 3 clusters
  Score: Raw -289936.991514 + Penalty 2651.424723 = -287285.566791
  nChanged 17
		SP:Iteration 39Q (80823.260000 sec): 3 clusters
  Score: Raw -289944.549630 + Penalty 2651.424723 = -287293.124907
  nChanged 17
		SP:Iteration 40F (80823.330000 sec): 3 clusters
  Score: Raw -289950.775183 + Penalty 2651.424723 = -287299.350460
  nChanged 13
		SP:Iteration 41Q (80823.390000 sec): 3 clusters
  Score: Raw -289954.748552 + Penalty 2651.424723 = -287303.323829
  nChanged 6
		SP:Iteration 42Q (80823.460000 sec): 3 clusters
  Score: Raw -289956.458482 + Penalty 2651.424723 = -287305.033759
  nChanged 10
		SP:Iteration 43Q (80823.520000 sec): 3 clusters
  Score: Raw -289963.592513 + Penalty 2651.424723 = -287312.167790
  nChanged 14
		SP:Iteration 44Q (80823.590000 sec): 3 clusters
  Score: Raw -289970.588658 + Penalty 2651.424723 = -287319.163935
  nChanged 8
		SP:Iteration 45Q (80823.650000 sec): 3 clusters
  Score: Raw -289974.950427 + Penalty 2651.424723 = -287323.525704
  nChanged 10
		SP:Iteration 46Q (80823.710000 sec): 3 clusters
  Score: Raw -289979.036196 + Penalty 2651.424723 = -287327.611473
  nChanged 7
		SP:Iteration 47Q (80823.780000 sec): 3 clusters
  Score: Raw -289980.894629 + Penalty 2651.424723 = -287329.469906
  nChanged 6
		SP:Iteration 48Q (80823.840000 sec): 3 clusters
  Score: Raw -289982.021784 + Penalty 2651.424723 = -287330.597061
  nChanged 4
		SP:Iteration 49Q (80823.910000 sec): 3 clusters
  Score: Raw -289983.906672 + Penalty 2651.424723 = -287332.481949
  nChanged 5
		SP:Iteration 50Q (80823.970000 sec): 3 clusters
  Score: Raw -289985.993017 + Penalty 2651.424723 = -287334.568294
  nChanged 1
		SP:Iteration 51Q (80824.030000 sec): 3 clusters
  Score: Raw -289986.743250 + Penalty 2651.424723 = -287335.318527
  nChanged 1
		SP:Iteration 52Q (80824.100000 sec): 3 clusters
  Score: Raw -289987.204467 + Penalty 2651.424723 = -287335.779744
  nChanged 1
		SP:Iteration 53Q (80824.160000 sec): 3 clusters
  Score: Raw -289987.638453 + Penalty 2651.424723 = -287336.213730
  nChanged 1
		SP:Iteration 54Q (80824.230000 sec): 3 clusters
  Score: Raw -289988.231846 + Penalty 2651.424723 = -287336.807123
  nChanged 0
		SP:Iteration 55F (80824.290000 sec): 3 clusters
  Score: Raw -289988.231846 + Penalty 2651.424723 = -287336.807123
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 15 (2823 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (80824.360000 sec): 2 clusters
  Score: Raw -262992.475715 + Penalty 1291.152757 = -261701.322958
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (80824.410000 sec): 3 clusters
  Score: Raw -261656.565264 + Penalty 2582.305514 = -259074.259750
  nChanged 1048
		SP:Iteration 1F (80824.470000 sec): 3 clusters
  Score: Raw -262290.466594 + Penalty 2582.305514 = -259708.161079
  nChanged 221
		SP:Iteration 2F (80824.520000 sec): 3 clusters
  Score: Raw -262429.009125 + Penalty 2582.305514 = -259846.703611
  nChanged 146
		SP:Iteration 3F (80824.570000 sec): 3 clusters
  Score: Raw -262519.890030 + Penalty 2582.305514 = -259937.584516
  nChanged 118
		SP:Iteration 4Q (80824.620000 sec): 3 clusters
  Score: Raw -262616.877675 + Penalty 2582.305514 = -260034.572161
  nChanged 123
		SP:Iteration 5Q (80824.680000 sec): 3 clusters
  Score: Raw -262710.107450 + Penalty 2582.305514 = -260127.801936
  nChanged 112
		SP:Iteration 6Q (80824.730000 sec): 3 clusters
  Score: Raw -262840.042843 + Penalty 2582.305514 = -260257.737329
  nChanged 148
		SP:Iteration 7F (80824.790000 sec): 3 clusters
  Score: Raw -263018.722026 + Penalty 2582.305514 = -260436.416512
  nChanged 155
		SP:Iteration 8F (80824.840000 sec): 3 clusters
  Score: Raw -263203.228904 + Penalty 2582.305514 = -260620.923390
  nChanged 143
		SP:Iteration 9F (80824.890000 sec): 3 clusters
  Score: Raw -263355.165699 + Penalty 2582.305514 = -260772.860185
  nChanged 120
		SP:Iteration 10Q (80824.940000 sec): 3 clusters
  Score: Raw -263470.974694 + Penalty 2582.305514 = -260888.669180
  nChanged 96
		SP:Iteration 11Q (80825.000000 sec): 3 clusters
  Score: Raw -263567.578919 + Penalty 2582.305514 = -260985.273404
  nChanged 72
		SP:Iteration 12Q (80825.050000 sec): 3 clusters
  Score: Raw -263633.956225 + Penalty 2582.305514 = -261051.650711
  nChanged 54
		SP:Iteration 13Q (80825.100000 sec): 3 clusters
  Score: Raw -263675.129454 + Penalty 2582.305514 = -261092.823939
  nChanged 47
		SP:Iteration 14Q (80825.150000 sec): 3 clusters
  Score: Raw -263706.945751 + Penalty 2582.305514 = -261124.640237
  nChanged 28
		SP:Iteration 15Q (80825.210000 sec): 3 clusters
  Score: Raw -263722.761972 + Penalty 2582.305514 = -261140.456458
  nChanged 33
		SP:Iteration 16Q (80825.260000 sec): 3 clusters
  Score: Raw -263744.020046 + Penalty 2582.305514 = -261161.714532
  nChanged 32
		SP:Iteration 17Q (80825.310000 sec): 3 clusters
  Score: Raw -263766.547258 + Penalty 2582.305514 = -261184.241744
  nChanged 25
		SP:Iteration 18Q (80825.360000 sec): 3 clusters
  Score: Raw -263783.254192 + Penalty 2582.305514 = -261200.948678
  nChanged 26
		SP:Iteration 19Q (80825.410000 sec): 3 clusters
  Score: Raw -263799.032904 + Penalty 2582.305514 = -261216.727390
  nChanged 27
		SP:Iteration 20F (80825.470000 sec): 3 clusters
  Score: Raw -263813.067762 + Penalty 2582.305514 = -261230.762248
  nChanged 15
		SP:Iteration 21Q (80825.520000 sec): 3 clusters
  Score: Raw -263819.262211 + Penalty 2582.305514 = -261236.956697
  nChanged 19
		SP:Iteration 22Q (80825.570000 sec): 3 clusters
  Score: Raw -263827.097074 + Penalty 2582.305514 = -261244.791559
  nChanged 13
		SP:Iteration 23Q (80825.620000 sec): 3 clusters
  Score: Raw -263833.619895 + Penalty 2582.305514 = -261251.314381
  nChanged 11
		SP:Iteration 24Q (80825.670000 sec): 3 clusters
  Score: Raw -263843.505596 + Penalty 2582.305514 = -261261.200081
  nChanged 19
		SP:Iteration 25Q (80825.730000 sec): 3 clusters
  Score: Raw -263858.287212 + Penalty 2582.305514 = -261275.981698
  nChanged 15
		SP:Iteration 26Q (80825.780000 sec): 3 clusters
  Score: Raw -263867.055793 + Penalty 2582.305514 = -261284.750279
  nChanged 10
		SP:Iteration 27Q (80825.830000 sec): 3 clusters
  Score: Raw -263872.164605 + Penalty 2582.305514 = -261289.859090
  nChanged 6
		SP:Iteration 28Q (80825.880000 sec): 3 clusters
  Score: Raw -263875.035586 + Penalty 2582.305514 = -261292.730071
  nChanged 7
		SP:Iteration 29Q (80825.930000 sec): 3 clusters
  Score: Raw -263877.478903 + Penalty 2582.305514 = -261295.173389
  nChanged 4
		SP:Iteration 30Q (80825.980000 sec): 3 clusters
  Score: Raw -263879.418724 + Penalty 2582.305514 = -261297.113209
  nChanged 3
		SP:Iteration 31Q (80826.030000 sec): 3 clusters
  Score: Raw -263880.340334 + Penalty 2582.305514 = -261298.034820
  nChanged 3
		SP:Iteration 32Q (80826.090000 sec): 3 clusters
  Score: Raw -263881.713553 + Penalty 2582.305514 = -261299.408039
  nChanged 5
		SP:Iteration 33Q (80826.130000 sec): 3 clusters
  Score: Raw -263883.218457 + Penalty 2582.305514 = -261300.912943
  nChanged 2
		SP:Iteration 34Q (80826.190000 sec): 3 clusters
  Score: Raw -263883.691508 + Penalty 2582.305514 = -261301.385994
  nChanged 3
		SP:Iteration 35Q (80826.240000 sec): 3 clusters
  Score: Raw -263885.608845 + Penalty 2582.305514 = -261303.303331
  nChanged 7
		SP:Iteration 36Q (80826.290000 sec): 3 clusters
  Score: Raw -263888.856751 + Penalty 2582.305514 = -261306.551237
  nChanged 4
		SP:Iteration 37Q (80826.340000 sec): 3 clusters
  Score: Raw -263890.546343 + Penalty 2582.305514 = -261308.240829
  nChanged 7
		SP:Iteration 38Q (80826.390000 sec): 3 clusters
  Score: Raw -263895.643973 + Penalty 2582.305514 = -261313.338459
  nChanged 8
		SP:Iteration 39Q (80826.440000 sec): 3 clusters
  Score: Raw -263899.149986 + Penalty 2582.305514 = -261316.844472
  nChanged 11
		SP:Iteration 40F (80826.490000 sec): 3 clusters
  Score: Raw -263905.761888 + Penalty 2582.305514 = -261323.456374
  nChanged 11
		SP:Iteration 41Q (80826.550000 sec): 3 clusters
  Score: Raw -263911.575273 + Penalty 2582.305514 = -261329.269758
  nChanged 11
		SP:Iteration 42Q (80826.600000 sec): 3 clusters
  Score: Raw -263916.236183 + Penalty 2582.305514 = -261333.930669
  nChanged 10
		SP:Iteration 43Q (80826.650000 sec): 3 clusters
  Score: Raw -263919.293604 + Penalty 2582.305514 = -261336.988090
  nChanged 4
		SP:Iteration 44Q (80826.700000 sec): 3 clusters
  Score: Raw -263920.863776 + Penalty 2582.305514 = -261338.558261
  nChanged 3
		SP:Iteration 45Q (80826.750000 sec): 3 clusters
  Score: Raw -263922.133549 + Penalty 2582.305514 = -261339.828035
  nChanged 3
		SP:Iteration 46Q (80826.810000 sec): 3 clusters
  Score: Raw -263923.217257 + Penalty 2582.305514 = -261340.911743
  nChanged 1
		SP:Iteration 47Q (80826.860000 sec): 3 clusters
  Score: Raw -263923.476104 + Penalty 2582.305514 = -261341.170590
  nChanged 0
		SP:Iteration 48F (80826.910000 sec): 3 clusters
  Score: Raw -263923.476104 + Penalty 2582.305514 = -261341.170590
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 16 (49471 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (80827.260000 sec): 2 clusters
  Score: Raw -4486389.746793 + Penalty 1756.485562 = -4484633.261231
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (80827.760000 sec): 3 clusters
  Score: Raw -4455180.363180 + Penalty 3512.971123 = -4451667.392057
  nChanged 23186
		SP:Iteration 1F (80828.240000 sec): 3 clusters
  Score: Raw -4468476.364943 + Penalty 3512.971123 = -4464963.393820
  nChanged 2554
		SP:Iteration 2F (80828.730000 sec): 3 clusters
  Score: Raw -4469662.762778 + Penalty 3512.971123 = -4466149.791654
  nChanged 3131
		SP:Iteration 3F (80829.260000 sec): 3 clusters
  Score: Raw -4471524.761318 + Penalty 3512.971123 = -4468011.790195
  nChanged 3680
		SP:Iteration 4F (80829.770000 sec): 3 clusters
  Score: Raw -4474086.704941 + Penalty 3512.971123 = -4470573.733817
  nChanged 3802
		SP:Iteration 5F (80830.250000 sec): 3 clusters
  Score: Raw -4476843.860621 + Penalty 3512.971123 = -4473330.889498
  nChanged 3321
		SP:Iteration 6F (80830.790000 sec): 3 clusters
  Score: Raw -4479242.772140 + Penalty 3512.971123 = -4475729.801017
  nChanged 2664
		SP:Iteration 7F (80831.290000 sec): 3 clusters
  Score: Raw -4481182.375854 + Penalty 3512.971123 = -4477669.404731
  nChanged 2132
		SP:Iteration 8Q (80831.800000 sec): 3 clusters
  Score: Raw -4482848.173328 + Penalty 3512.971123 = -4479335.202205
  nChanged 1682
		SP:Iteration 9Q (80832.350000 sec): 3 clusters
  Score: Raw -4484170.784491 + Penalty 3512.971123 = -4480657.813367
  nChanged 1213
		SP:Iteration 10Q (80832.860000 sec): 3 clusters
  Score: Raw -4485129.456085 + Penalty 3512.971123 = -4481616.484962
  nChanged 830
		SP:Iteration 11Q (80833.340000 sec): 3 clusters
  Score: Raw -4485847.251882 + Penalty 3512.971123 = -4482334.280759
  nChanged 459
		SP:Iteration 12Q (80833.790000 sec): 3 clusters
  Score: Raw -4486265.583952 + Penalty 3512.971123 = -4482752.612828
  nChanged 252
		SP:Iteration 13Q (80834.230000 sec): 3 clusters
  Score: Raw -4486464.299395 + Penalty 3512.971123 = -4482951.328271
  nChanged 167
		SP:Iteration 14Q (80834.690000 sec): 3 clusters
  Score: Raw -4486567.083373 + Penalty 3512.971123 = -4483054.112249
  nChanged 119
		SP:Iteration 15Q (80835.150000 sec): 3 clusters
  Score: Raw -4486637.362903 + Penalty 3512.971123 = -4483124.391780
  nChanged 91
		SP:Iteration 16Q (80835.630000 sec): 3 clusters
  Score: Raw -4486683.582855 + Penalty 3512.971123 = -4483170.611732
  nChanged 62
		SP:Iteration 17Q (80836.110000 sec): 3 clusters
  Score: Raw -4486717.494627 + Penalty 3512.971123 = -4483204.523503
  nChanged 35
		SP:Iteration 18Q (80836.580000 sec): 3 clusters
  Score: Raw -4486732.492839 + Penalty 3512.971123 = -4483219.521716
  nChanged 29
		SP:Iteration 19Q (80837.060000 sec): 3 clusters
  Score: Raw -4486745.431784 + Penalty 3512.971123 = -4483232.460661
  nChanged 28
		SP:Iteration 20F (80837.580000 sec): 3 clusters
  Score: Raw -4486756.380182 + Penalty 3512.971123 = -4483243.409059
  nChanged 27
		SP:Iteration 21Q (80838.040000 sec): 3 clusters
  Score: Raw -4486766.098125 + Penalty 3512.971123 = -4483253.127002
  nChanged 22
		SP:Iteration 22Q (80838.490000 sec): 3 clusters
  Score: Raw -4486777.580888 + Penalty 3512.971123 = -4483264.609764
  nChanged 20
		SP:Iteration 23Q (80838.940000 sec): 3 clusters
  Score: Raw -4486784.974355 + Penalty 3512.971123 = -4483272.003232
  nChanged 20
		SP:Iteration 24Q (80839.420000 sec): 3 clusters
  Score: Raw -4486792.247478 + Penalty 3512.971123 = -4483279.276354
  nChanged 15
		SP:Iteration 25Q (80839.900000 sec): 3 clusters
  Score: Raw -4486796.654366 + Penalty 3512.971123 = -4483283.683243
  nChanged 7
		SP:Iteration 26Q (80840.380000 sec): 3 clusters
  Score: Raw -4486798.868033 + Penalty 3512.971123 = -4483285.896909
  nChanged 6
		SP:Iteration 27Q (80840.830000 sec): 3 clusters
  Score: Raw -4486800.248927 + Penalty 3512.971123 = -4483287.277803
  nChanged 5
		SP:Iteration 28Q (80841.310000 sec): 3 clusters
  Score: Raw -4486802.012980 + Penalty 3512.971123 = -4483289.041857
  nChanged 4
		SP:Iteration 29Q (80841.780000 sec): 3 clusters
  Score: Raw -4486803.549038 + Penalty 3512.971123 = -4483290.577914
  nChanged 4
		SP:Iteration 30Q (80842.260000 sec): 3 clusters
  Score: Raw -4486804.683247 + Penalty 3512.971123 = -4483291.712124
  nChanged 3
		SP:Iteration 31Q (80842.710000 sec): 3 clusters
  Score: Raw -4486805.748299 + Penalty 3512.971123 = -4483292.777176
  nChanged 4
		SP:Iteration 32Q (80843.190000 sec): 3 clusters
  Score: Raw -4486807.084932 + Penalty 3512.971123 = -4483294.113808
  nChanged 2
		SP:Iteration 33Q (80843.670000 sec): 3 clusters
  Score: Raw -4486807.775891 + Penalty 3512.971123 = -4483294.804767
  nChanged 2
		SP:Iteration 34Q (80844.150000 sec): 3 clusters
  Score: Raw -4486808.411446 + Penalty 3512.971123 = -4483295.440322
  nChanged 1
		SP:Iteration 35Q (80844.620000 sec): 3 clusters
  Score: Raw -4486808.502401 + Penalty 3512.971123 = -4483295.531277
  nChanged 0
		SP:Iteration 36F (80845.120000 sec): 3 clusters
  Score: Raw -4486808.502401 + Penalty 3512.971123 = -4483295.531277
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 17 (697 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (80845.170000 sec): 2 clusters
  Score: Raw -49318.518522 + Penalty 1063.852629 = -48254.665893
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (80845.190000 sec): 3 clusters
  Score: Raw -49193.949033 + Penalty 2127.705258 = -47066.243775
  nChanged 202
		SP:Iteration 1F (80845.210000 sec): 3 clusters
  Score: Raw -49485.941142 + Penalty 2127.705258 = -47358.235883
  nChanged 56
		SP:Iteration 2F (80845.220000 sec): 3 clusters
  Score: Raw -49583.669415 + Penalty 2127.705258 = -47455.964156
  nChanged 30
		SP:Iteration 3Q (80845.230000 sec): 3 clusters
  Score: Raw -49644.072444 + Penalty 2127.705258 = -47516.367185
  nChanged 27
		SP:Iteration 4Q (80845.250000 sec): 3 clusters
  Score: Raw -49706.937575 + Penalty 2127.705258 = -47579.232316
  nChanged 31
		SP:Iteration 5Q (80845.260000 sec): 3 clusters
  Score: Raw -49780.568737 + Penalty 2127.705258 = -47652.863478
  nChanged 23
		SP:Iteration 6Q (80845.280000 sec): 3 clusters
  Score: Raw -49857.976420 + Penalty 2127.705258 = -47730.271161
  nChanged 19
		SP:Iteration 7Q (80845.290000 sec): 3 clusters
  Score: Raw -49898.767398 + Penalty 2127.705258 = -47771.062140
  nChanged 6
		SP:Iteration 8Q (80845.300000 sec): 3 clusters
  Score: Raw -49915.255294 + Penalty 2127.705258 = -47787.550036
  nChanged 4
		SP:Iteration 9Q (80845.320000 sec): 3 clusters
  Score: Raw -49922.984624 + Penalty 2127.705258 = -47795.279366
  nChanged 3
		SP:Iteration 10Q (80845.330000 sec): 3 clusters
  Score: Raw -49925.529009 + Penalty 2127.705258 = -47797.823750
  nChanged 3
		SP:Iteration 11Q (80845.350000 sec): 3 clusters
  Score: Raw -49936.078419 + Penalty 2127.705258 = -47808.373161
  nChanged 3
		SP:Iteration 12Q (80845.360000 sec): 3 clusters
  Score: Raw -49939.024975 + Penalty 2127.705258 = -47811.319717
  nChanged 2
		SP:Iteration 13Q (80845.370000 sec): 3 clusters
  Score: Raw -49939.942531 + Penalty 2127.705258 = -47812.237273
  nChanged 0
		SP:Iteration 14F (80845.390000 sec): 3 clusters
  Score: Raw -49939.942531 + Penalty 2127.705258 = -47812.237273
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 18 (1271 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (80845.440000 sec): 2 clusters
  Score: Raw -95535.801284 + Penalty 1161.478382 = -94374.322903
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (80845.470000 sec): 3 clusters
  Score: Raw -95133.231532 + Penalty 2322.956763 = -92810.274769
  nChanged 406
		SP:Iteration 1F (80845.490000 sec): 3 clusters
  Score: Raw -95544.080919 + Penalty 2322.956763 = -93221.124156
  nChanged 112
		SP:Iteration 2F (80845.510000 sec): 3 clusters
  Score: Raw -95666.648263 + Penalty 2322.956763 = -93343.691499
  nChanged 54
		SP:Iteration 3Q (80845.540000 sec): 3 clusters
  Score: Raw -95719.548994 + Penalty 2322.956763 = -93396.592231
  nChanged 24
		SP:Iteration 4Q (80845.560000 sec): 3 clusters
  Score: Raw -95743.180881 + Penalty 2322.956763 = -93420.224118
  nChanged 16
		SP:Iteration 5Q (80845.590000 sec): 3 clusters
  Score: Raw -95757.114219 + Penalty 2322.956763 = -93434.157456
  nChanged 16
		SP:Iteration 6Q (80845.610000 sec): 3 clusters
  Score: Raw -95768.810610 + Penalty 2322.956763 = -93445.853847
  nChanged 14
		SP:Iteration 7Q (80845.640000 sec): 3 clusters
  Score: Raw -95783.879071 + Penalty 2322.956763 = -93460.922308
  nChanged 12
		SP:Iteration 8Q (80845.660000 sec): 3 clusters
  Score: Raw -95794.579487 + Penalty 2322.956763 = -93471.622724
  nChanged 11
		SP:Iteration 9Q (80845.690000 sec): 3 clusters
  Score: Raw -95800.999642 + Penalty 2322.956763 = -93478.042879
  nChanged 7
		SP:Iteration 10Q (80845.710000 sec): 3 clusters
  Score: Raw -95808.050373 + Penalty 2322.956763 = -93485.093610
  nChanged 15
		SP:Iteration 11Q (80845.730000 sec): 3 clusters
  Score: Raw -95824.033400 + Penalty 2322.956763 = -93501.076637
  nChanged 16
		SP:Iteration 12Q (80845.760000 sec): 3 clusters
  Score: Raw -95846.105982 + Penalty 2322.956763 = -93523.149219
  nChanged 22
		SP:Iteration 13Q (80845.790000 sec): 3 clusters
  Score: Raw -95870.655063 + Penalty 2322.956763 = -93547.698300
  nChanged 19
		SP:Iteration 14Q (80845.810000 sec): 3 clusters
  Score: Raw -95896.741809 + Penalty 2322.956763 = -93573.785046
  nChanged 26
		SP:Iteration 15Q (80845.830000 sec): 3 clusters
  Score: Raw -95947.842748 + Penalty 2322.956763 = -93624.885985
  nChanged 34
		SP:Iteration 16Q (80845.860000 sec): 3 clusters
  Score: Raw -96016.502123 + Penalty 2322.956763 = -93693.545360
  nChanged 40
		SP:Iteration 17Q (80845.880000 sec): 3 clusters
  Score: Raw -96135.259866 + Penalty 2322.956763 = -93812.303103
  nChanged 48
		SP:Iteration 18Q (80845.910000 sec): 3 clusters
  Score: Raw -96247.308815 + Penalty 2322.956763 = -93924.352052
  nChanged 41
		SP:Iteration 19Q (80845.930000 sec): 3 clusters
  Score: Raw -96316.588502 + Penalty 2322.956763 = -93993.631739
  nChanged 37
		SP:Iteration 20F (80845.950000 sec): 3 clusters
  Score: Raw -96364.075880 + Penalty 2322.956763 = -94041.119117
  nChanged 32
		SP:Iteration 21Q (80845.980000 sec): 3 clusters
  Score: Raw -96407.020382 + Penalty 2322.956763 = -94084.063619
  nChanged 22
		SP:Iteration 22Q (80846.000000 sec): 3 clusters
  Score: Raw -96445.796162 + Penalty 2322.956763 = -94122.839399
  nChanged 27
		SP:Iteration 23Q (80846.030000 sec): 3 clusters
  Score: Raw -96509.557395 + Penalty 2322.956763 = -94186.600631
  nChanged 22
		SP:Iteration 24Q (80846.050000 sec): 3 clusters
  Score: Raw -96560.068834 + Penalty 2322.956763 = -94237.112071
  nChanged 12
		SP:Iteration 25Q (80846.080000 sec): 3 clusters
  Score: Raw -96572.638957 + Penalty 2322.956763 = -94249.682194
  nChanged 11
		SP:Iteration 26Q (80846.100000 sec): 3 clusters
  Score: Raw -96582.140224 + Penalty 2322.956763 = -94259.183461
  nChanged 4
		SP:Iteration 27Q (80846.120000 sec): 3 clusters
  Score: Raw -96585.569864 + Penalty 2322.956763 = -94262.613101
  nChanged 2
		SP:Iteration 28Q (80846.150000 sec): 3 clusters
  Score: Raw -96587.196516 + Penalty 2322.956763 = -94264.239753
  nChanged 0
		SP:Iteration 29F (80846.170000 sec): 3 clusters
  Score: Raw -96587.196516 + Penalty 2322.956763 = -94264.239753
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 19 (4554 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (80846.250000 sec): 2 clusters
  Score: Raw -414544.224202 + Penalty 1368.861203 = -413175.362999
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (80846.340000 sec): 3 clusters
  Score: Raw -412214.971205 + Penalty 2737.722405 = -409477.248800
  nChanged 1791
		SP:Iteration 1F (80846.430000 sec): 3 clusters
  Score: Raw -413213.232694 + Penalty 2737.722405 = -410475.510288
  nChanged 351
		SP:Iteration 2F (80846.510000 sec): 3 clusters
  Score: Raw -413500.728838 + Penalty 2737.722405 = -410763.006433
  nChanged 329
		SP:Iteration 3F (80846.600000 sec): 3 clusters
  Score: Raw -413735.140808 + Penalty 2737.722405 = -410997.418402
  nChanged 258
		SP:Iteration 4F (80846.680000 sec): 3 clusters
  Score: Raw -413916.633317 + Penalty 2737.722405 = -411178.910912
  nChanged 239
		SP:Iteration 5F (80846.770000 sec): 3 clusters
  Score: Raw -414086.023533 + Penalty 2737.722405 = -411348.301128
  nChanged 219
		SP:Iteration 6Q (80846.850000 sec): 3 clusters
  Score: Raw -414254.233803 + Penalty 2737.722405 = -411516.511398
  nChanged 192
		SP:Iteration 7Q (80846.940000 sec): 3 clusters
  Score: Raw -414432.726378 + Penalty 2737.722405 = -411695.003973
  nChanged 217
		SP:Iteration 8Q (80847.030000 sec): 3 clusters
  Score: Raw -414629.804261 + Penalty 2737.722405 = -411892.081856
  nChanged 173
		SP:Iteration 9Q (80847.110000 sec): 3 clusters
  Score: Raw -414767.853325 + Penalty 2737.722405 = -412030.130920
  nChanged 118
		SP:Iteration 10Q (80847.190000 sec): 3 clusters
  Score: Raw -414848.181178 + Penalty 2737.722405 = -412110.458773
  nChanged 88
		SP:Iteration 11Q (80847.280000 sec): 3 clusters
  Score: Raw -414895.780847 + Penalty 2737.722405 = -412158.058442
  nChanged 64
		SP:Iteration 12Q (80847.370000 sec): 3 clusters
  Score: Raw -414930.028464 + Penalty 2737.722405 = -412192.306059
  nChanged 49
		SP:Iteration 13Q (80847.450000 sec): 3 clusters
  Score: Raw -414955.786168 + Penalty 2737.722405 = -412218.063762
  nChanged 42
		SP:Iteration 14Q (80847.530000 sec): 3 clusters
  Score: Raw -414975.542694 + Penalty 2737.722405 = -412237.820289
  nChanged 31
		SP:Iteration 15Q (80847.620000 sec): 3 clusters
  Score: Raw -414989.160232 + Penalty 2737.722405 = -412251.437827
  nChanged 31
		SP:Iteration 16Q (80847.700000 sec): 3 clusters
  Score: Raw -415004.556063 + Penalty 2737.722405 = -412266.833658
  nChanged 23
		SP:Iteration 17Q (80847.790000 sec): 3 clusters
  Score: Raw -415013.862701 + Penalty 2737.722405 = -412276.140296
  nChanged 22
		SP:Iteration 18Q (80847.870000 sec): 3 clusters
  Score: Raw -415020.472106 + Penalty 2737.722405 = -412282.749701
  nChanged 15
		SP:Iteration 19Q (80847.950000 sec): 3 clusters
  Score: Raw -415024.834475 + Penalty 2737.722405 = -412287.112070
  nChanged 14
		SP:Iteration 20F (80848.030000 sec): 3 clusters
  Score: Raw -415030.507722 + Penalty 2737.722405 = -412292.785317
  nChanged 13
		SP:Iteration 21Q (80848.120000 sec): 3 clusters
  Score: Raw -415035.340977 + Penalty 2737.722405 = -412297.618572
  nChanged 11
		SP:Iteration 22Q (80848.200000 sec): 3 clusters
  Score: Raw -415038.789479 + Penalty 2737.722405 = -412301.067074
  nChanged 6
		SP:Iteration 23Q (80848.290000 sec): 3 clusters
  Score: Raw -415040.629367 + Penalty 2737.722405 = -412302.906962
  nChanged 4
		SP:Iteration 24Q (80848.370000 sec): 3 clusters
  Score: Raw -415041.341521 + Penalty 2737.722405 = -412303.619116
  nChanged 2
		SP:Iteration 25Q (80848.450000 sec): 3 clusters
  Score: Raw -415041.851752 + Penalty 2737.722405 = -412304.129347
  nChanged 3
		SP:Iteration 26Q (80848.530000 sec): 3 clusters
  Score: Raw -415042.121333 + Penalty 2737.722405 = -412304.398928
  nChanged 1
		SP:Iteration 27Q (80848.620000 sec): 3 clusters
  Score: Raw -415042.180397 + Penalty 2737.722405 = -412304.457992
  nChanged 0
		SP:Iteration 28F (80848.700000 sec): 3 clusters
  Score: Raw -415042.180397 + Penalty 2737.722405 = -412304.457992
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 20 (4203 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (80848.780000 sec): 2 clusters
  Score: Raw -355694.567278 + Penalty 1355.827498 = -354338.739780
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (80848.860000 sec): 3 clusters
  Score: Raw -353531.691700 + Penalty 2711.654996 = -350820.036703
  nChanged 1695
		SP:Iteration 1F (80848.940000 sec): 3 clusters
  Score: Raw -354508.466709 + Penalty 2711.654996 = -351796.811713
  nChanged 312
		SP:Iteration 2F (80849.010000 sec): 3 clusters
  Score: Raw -354714.731713 + Penalty 2711.654996 = -352003.076716
  nChanged 252
		SP:Iteration 3F (80849.090000 sec): 3 clusters
  Score: Raw -354877.516448 + Penalty 2711.654996 = -352165.861452
  nChanged 207
		SP:Iteration 4Q (80849.170000 sec): 3 clusters
  Score: Raw -355011.129300 + Penalty 2711.654996 = -352299.474304
  nChanged 174
		SP:Iteration 5Q (80849.250000 sec): 3 clusters
  Score: Raw -355118.199527 + Penalty 2711.654996 = -352406.544531
  nChanged 151
		SP:Iteration 6Q (80849.330000 sec): 3 clusters
  Score: Raw -355204.409054 + Penalty 2711.654996 = -352492.754058
  nChanged 151
		SP:Iteration 7Q (80849.410000 sec): 3 clusters
  Score: Raw -355301.262979 + Penalty 2711.654996 = -352589.607982
  nChanged 133
		SP:Iteration 8Q (80849.490000 sec): 3 clusters
  Score: Raw -355400.259522 + Penalty 2711.654996 = -352688.604525
  nChanged 140
		SP:Iteration 9Q (80849.570000 sec): 3 clusters
  Score: Raw -355493.071732 + Penalty 2711.654996 = -352781.416736
  nChanged 130
		SP:Iteration 10Q (80849.650000 sec): 3 clusters
  Score: Raw -355577.072044 + Penalty 2711.654996 = -352865.417048
  nChanged 117
		SP:Iteration 11Q (80849.730000 sec): 3 clusters
  Score: Raw -355639.407976 + Penalty 2711.654996 = -352927.752980
  nChanged 96
		SP:Iteration 12Q (80849.810000 sec): 3 clusters
  Score: Raw -355686.649535 + Penalty 2711.654996 = -352974.994538
  nChanged 83
		SP:Iteration 13Q (80849.890000 sec): 3 clusters
  Score: Raw -355723.843283 + Penalty 2711.654996 = -353012.188287
  nChanged 70
		SP:Iteration 14Q (80849.970000 sec): 3 clusters
  Score: Raw -355748.233819 + Penalty 2711.654996 = -353036.578823
  nChanged 35
		SP:Iteration 15Q (80850.050000 sec): 3 clusters
  Score: Raw -355759.855794 + Penalty 2711.654996 = -353048.200798
  nChanged 38
		SP:Iteration 16Q (80850.130000 sec): 3 clusters
  Score: Raw -355774.879843 + Penalty 2711.654996 = -353063.224846
  nChanged 40
		SP:Iteration 17Q (80850.210000 sec): 3 clusters
  Score: Raw -355794.444096 + Penalty 2711.654996 = -353082.789100
  nChanged 46
		SP:Iteration 18Q (80850.290000 sec): 3 clusters
  Score: Raw -355814.086999 + Penalty 2711.654996 = -353102.432003
  nChanged 42
		SP:Iteration 19Q (80850.360000 sec): 3 clusters
  Score: Raw -355831.972093 + Penalty 2711.654996 = -353120.317096
  nChanged 32
		SP:Iteration 20F (80850.440000 sec): 3 clusters
  Score: Raw -355844.367313 + Penalty 2711.654996 = -353132.712317
  nChanged 25
		SP:Iteration 21Q (80850.520000 sec): 3 clusters
  Score: Raw -355852.331750 + Penalty 2711.654996 = -353140.676754
  nChanged 25
		SP:Iteration 22Q (80850.600000 sec): 3 clusters
  Score: Raw -355858.498026 + Penalty 2711.654996 = -353146.843029
  nChanged 20
		SP:Iteration 23Q (80850.670000 sec): 3 clusters
  Score: Raw -355862.993134 + Penalty 2711.654996 = -353151.338138
  nChanged 15
		SP:Iteration 24Q (80850.750000 sec): 3 clusters
  Score: Raw -355869.321589 + Penalty 2711.654996 = -353157.666593
  nChanged 16
		SP:Iteration 25Q (80850.830000 sec): 3 clusters
  Score: Raw -355876.756061 + Penalty 2711.654996 = -353165.101065
  nChanged 23
		SP:Iteration 26Q (80850.910000 sec): 3 clusters
  Score: Raw -355887.562851 + Penalty 2711.654996 = -353175.907855
  nChanged 25
		SP:Iteration 27Q (80850.990000 sec): 3 clusters
  Score: Raw -355900.027677 + Penalty 2711.654996 = -353188.372680
  nChanged 31
		SP:Iteration 28Q (80851.070000 sec): 3 clusters
  Score: Raw -355914.919982 + Penalty 2711.654996 = -353203.264985
  nChanged 33
		SP:Iteration 29Q (80851.150000 sec): 3 clusters
  Score: Raw -355929.473205 + Penalty 2711.654996 = -353217.818209
  nChanged 29
		SP:Iteration 30Q (80851.220000 sec): 3 clusters
  Score: Raw -355940.997421 + Penalty 2711.654996 = -353229.342425
  nChanged 29
		SP:Iteration 31Q (80851.300000 sec): 3 clusters
  Score: Raw -355951.509882 + Penalty 2711.654996 = -353239.854886
  nChanged 28
		SP:Iteration 32Q (80851.380000 sec): 3 clusters
  Score: Raw -355963.799358 + Penalty 2711.654996 = -353252.144361
  nChanged 28
		SP:Iteration 33Q (80851.460000 sec): 3 clusters
  Score: Raw -355974.152587 + Penalty 2711.654996 = -353262.497591
  nChanged 24
		SP:Iteration 34Q (80851.530000 sec): 3 clusters
  Score: Raw -355983.631925 + Penalty 2711.654996 = -353271.976928
  nChanged 17
		SP:Iteration 35Q (80851.610000 sec): 3 clusters
  Score: Raw -355991.950041 + Penalty 2711.654996 = -353280.295045
  nChanged 21
		SP:Iteration 36Q (80851.690000 sec): 3 clusters
  Score: Raw -355999.547929 + Penalty 2711.654996 = -353287.892932
  nChanged 18
		SP:Iteration 37Q (80851.770000 sec): 3 clusters
  Score: Raw -356004.229161 + Penalty 2711.654996 = -353292.574165
  nChanged 12
		SP:Iteration 38Q (80851.850000 sec): 3 clusters
  Score: Raw -356007.309011 + Penalty 2711.654996 = -353295.654015
  nChanged 6
		SP:Iteration 39Q (80851.920000 sec): 3 clusters
  Score: Raw -356008.630531 + Penalty 2711.654996 = -353296.975535
  nChanged 8
		SP:Iteration 40F (80852.000000 sec): 3 clusters
  Score: Raw -356010.860794 + Penalty 2711.654996 = -353299.205797
  nChanged 6
		SP:Iteration 41Q (80852.080000 sec): 3 clusters
  Score: Raw -356012.572556 + Penalty 2711.654996 = -353300.917560
  nChanged 2
		SP:Iteration 42Q (80852.160000 sec): 3 clusters
  Score: Raw -356012.956553 + Penalty 2711.654996 = -353301.301557
  nChanged 0
		SP:Iteration 43F (80852.240000 sec): 3 clusters
  Score: Raw -356012.956553 + Penalty 2711.654996 = -353301.301557
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 21 (106731 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (80852.900000 sec): 2 clusters
  Score: Raw -9599571.132869 + Penalty 1881.435876 = -9597689.696993
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (80853.900000 sec): 3 clusters
  Score: Raw -9529895.777322 + Penalty 3762.871752 = -9526132.905570
  nChanged 51049
		SP:Iteration 1F (80854.880000 sec): 3 clusters
  Score: Raw -9559752.744030 + Penalty 3762.871752 = -9555989.872278
  nChanged 3900
		SP:Iteration 2Q (80855.890000 sec): 3 clusters
  Score: Raw -9560892.939391 + Penalty 3762.871752 = -9557130.067639
  nChanged 4173
		SP:Iteration 3Q (80856.960000 sec): 3 clusters
  Score: Raw -9562295.013532 + Penalty 3762.871752 = -9558532.141780
  nChanged 4685
		SP:Iteration 4Q (80858.020000 sec): 3 clusters
  Score: Raw -9564117.362782 + Penalty 3762.871752 = -9560354.491030
  nChanged 5259
		SP:Iteration 5Q (80859.080000 sec): 3 clusters
  Score: Raw -9566523.197861 + Penalty 3762.871752 = -9562760.326109
  nChanged 6271
		SP:Iteration 6F (80860.020000 sec): 3 clusters
  Score: Raw -9570185.072829 + Penalty 3762.871752 = -9566422.201077
  nChanged 7435
		SP:Iteration 7F (80860.980000 sec): 3 clusters
  Score: Raw -9575471.718776 + Penalty 3762.871752 = -9571708.847024
  nChanged 7995
		SP:Iteration 8F (80861.930000 sec): 3 clusters
  Score: Raw -9581879.836955 + Penalty 3762.871752 = -9578116.965203
  nChanged 7264
		SP:Iteration 9F (80862.880000 sec): 3 clusters
  Score: Raw -9588039.693252 + Penalty 3762.871752 = -9584276.821500
  nChanged 5553
		SP:Iteration 10F (80863.830000 sec): 3 clusters
  Score: Raw -9592621.187545 + Penalty 3762.871752 = -9588858.315793
  nChanged 3815
		SP:Iteration 11Q (80864.790000 sec): 3 clusters
  Score: Raw -9595573.975273 + Penalty 3762.871752 = -9591811.103521
  nChanged 2516
		SP:Iteration 12Q (80865.720000 sec): 3 clusters
  Score: Raw -9597387.416171 + Penalty 3762.871752 = -9593624.544419
  nChanged 1573
		SP:Iteration 13Q (80866.640000 sec): 3 clusters
  Score: Raw -9598474.446261 + Penalty 3762.871752 = -9594711.574509
  nChanged 1048
		SP:Iteration 14Q (80867.480000 sec): 3 clusters
  Score: Raw -9599149.907115 + Penalty 3762.871752 = -9595387.035363
  nChanged 616
		SP:Iteration 15Q (80868.320000 sec): 3 clusters
  Score: Raw -9599524.432310 + Penalty 3762.871752 = -9595761.560558
  nChanged 378
		SP:Iteration 16Q (80869.150000 sec): 3 clusters
  Score: Raw -9599767.519337 + Penalty 3762.871752 = -9596004.647585
  nChanged 279
		SP:Iteration 17Q (80869.980000 sec): 3 clusters
  Score: Raw -9599948.803547 + Penalty 3762.871752 = -9596185.931795
  nChanged 192
		SP:Iteration 18Q (80870.800000 sec): 3 clusters
  Score: Raw -9600059.308021 + Penalty 3762.871752 = -9596296.436269
  nChanged 143
		SP:Iteration 19Q (80871.660000 sec): 3 clusters
  Score: Raw -9600139.492818 + Penalty 3762.871752 = -9596376.621066
  nChanged 108
		SP:Iteration 20F (80872.580000 sec): 3 clusters
  Score: Raw -9600201.352344 + Penalty 3762.871752 = -9596438.480592
  nChanged 97
		SP:Iteration 21Q (80873.450000 sec): 3 clusters
  Score: Raw -9600243.720784 + Penalty 3762.871752 = -9596480.849031
  nChanged 67
		SP:Iteration 22Q (80874.300000 sec): 3 clusters
  Score: Raw -9600270.735083 + Penalty 3762.871752 = -9596507.863331
  nChanged 51
		SP:Iteration 23Q (80875.120000 sec): 3 clusters
  Score: Raw -9600290.531018 + Penalty 3762.871752 = -9596527.659266
  nChanged 42
		SP:Iteration 24Q (80875.970000 sec): 3 clusters
  Score: Raw -9600307.623160 + Penalty 3762.871752 = -9596544.751408
  nChanged 37
		SP:Iteration 25Q (80876.790000 sec): 3 clusters
  Score: Raw -9600320.456239 + Penalty 3762.871752 = -9596557.584487
  nChanged 23
		SP:Iteration 26Q (80877.620000 sec): 3 clusters
  Score: Raw -9600329.163784 + Penalty 3762.871752 = -9596566.292032
  nChanged 17
		SP:Iteration 27Q (80878.470000 sec): 3 clusters
  Score: Raw -9600335.641661 + Penalty 3762.871752 = -9596572.769909
  nChanged 21
		SP:Iteration 28Q (80879.300000 sec): 3 clusters
  Score: Raw -9600343.407994 + Penalty 3762.871752 = -9596580.536242
  nChanged 19
		SP:Iteration 29Q (80880.120000 sec): 3 clusters
  Score: Raw -9600350.528879 + Penalty 3762.871752 = -9596587.657127
  nChanged 16
		SP:Iteration 30Q (80880.950000 sec): 3 clusters
  Score: Raw -9600355.996098 + Penalty 3762.871752 = -9596593.124346
  nChanged 16
		SP:Iteration 31Q (80881.770000 sec): 3 clusters
  Score: Raw -9600361.587822 + Penalty 3762.871752 = -9596598.716070
  nChanged 21
		SP:Iteration 32Q (80882.610000 sec): 3 clusters
  Score: Raw -9600368.047235 + Penalty 3762.871752 = -9596605.175483
  nChanged 19
		SP:Iteration 33Q (80883.430000 sec): 3 clusters
  Score: Raw -9600372.775982 + Penalty 3762.871752 = -9596609.904229
  nChanged 12
		SP:Iteration 34Q (80884.280000 sec): 3 clusters
  Score: Raw -9600376.721167 + Penalty 3762.871752 = -9596613.849415
  nChanged 4
		SP:Iteration 35Q (80885.100000 sec): 3 clusters
  Score: Raw -9600377.890141 + Penalty 3762.871752 = -9596615.018389
  nChanged 2
		SP:Iteration 36Q (80885.920000 sec): 3 clusters
  Score: Raw -9600378.355884 + Penalty 3762.871752 = -9596615.484132
  nChanged 2
		SP:Iteration 37Q (80886.770000 sec): 3 clusters
  Score: Raw -9600379.118142 + Penalty 3762.871752 = -9596616.246390
  nChanged 2
		SP:Iteration 38Q (80887.590000 sec): 3 clusters
  Score: Raw -9600379.610092 + Penalty 3762.871752 = -9596616.738340
  nChanged 2
		SP:Iteration 39Q (80888.440000 sec): 3 clusters
  Score: Raw -9600379.863487 + Penalty 3762.871752 = -9596616.991735
  nChanged 0
		SP:Iteration 40F (80889.360000 sec): 3 clusters
  Score: Raw -9600379.863487 + Penalty 3762.871752 = -9596616.991735
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 22 (3165 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (80889.410000 sec): 2 clusters
  Score: Raw -288299.194528 + Penalty 1309.735104 = -286989.459423
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (80889.480000 sec): 3 clusters
  Score: Raw -286777.979942 + Penalty 2619.470209 = -284158.509733
  nChanged 1214
		SP:Iteration 1F (80889.540000 sec): 3 clusters
  Score: Raw -287508.788814 + Penalty 2619.470209 = -284889.318605
  nChanged 254
		SP:Iteration 2F (80889.590000 sec): 3 clusters
  Score: Raw -287663.522046 + Penalty 2619.470209 = -285044.051837
  nChanged 137
		SP:Iteration 3Q (80889.650000 sec): 3 clusters
  Score: Raw -287743.868089 + Penalty 2619.470209 = -285124.397880
  nChanged 115
		SP:Iteration 4Q (80889.710000 sec): 3 clusters
  Score: Raw -287795.588503 + Penalty 2619.470209 = -285176.118294
  nChanged 76
		SP:Iteration 5Q (80889.780000 sec): 3 clusters
  Score: Raw -287831.928866 + Penalty 2619.470209 = -285212.458658
  nChanged 71
		SP:Iteration 6Q (80889.840000 sec): 3 clusters
  Score: Raw -287861.455921 + Penalty 2619.470209 = -285241.985712
  nChanged 50
		SP:Iteration 7Q (80889.900000 sec): 3 clusters
  Score: Raw -287882.027527 + Penalty 2619.470209 = -285262.557318
  nChanged 43
		SP:Iteration 8Q (80889.960000 sec): 3 clusters
  Score: Raw -287901.788263 + Penalty 2619.470209 = -285282.318054
  nChanged 35
		SP:Iteration 9Q (80890.020000 sec): 3 clusters
  Score: Raw -287920.548952 + Penalty 2619.470209 = -285301.078744
  nChanged 37
		SP:Iteration 10Q (80890.080000 sec): 3 clusters
  Score: Raw -287934.928641 + Penalty 2619.470209 = -285315.458432
  nChanged 30
		SP:Iteration 11Q (80890.140000 sec): 3 clusters
  Score: Raw -287947.796834 + Penalty 2619.470209 = -285328.326625
  nChanged 35
		SP:Iteration 12Q (80890.200000 sec): 3 clusters
  Score: Raw -287959.706549 + Penalty 2619.470209 = -285340.236340
  nChanged 20
		SP:Iteration 13Q (80890.260000 sec): 3 clusters
  Score: Raw -287967.425371 + Penalty 2619.470209 = -285347.955163
  nChanged 27
		SP:Iteration 14Q (80890.320000 sec): 3 clusters
  Score: Raw -287976.824311 + Penalty 2619.470209 = -285357.354103
  nChanged 18
		SP:Iteration 15Q (80890.380000 sec): 3 clusters
  Score: Raw -287982.306765 + Penalty 2619.470209 = -285362.836557
  nChanged 23
		SP:Iteration 16Q (80890.440000 sec): 3 clusters
  Score: Raw -287991.181115 + Penalty 2619.470209 = -285371.710906
  nChanged 23
		SP:Iteration 17Q (80890.500000 sec): 3 clusters
  Score: Raw -288002.531597 + Penalty 2619.470209 = -285383.061388
  nChanged 32
		SP:Iteration 18Q (80890.570000 sec): 3 clusters
  Score: Raw -288017.837858 + Penalty 2619.470209 = -285398.367649
  nChanged 28
		SP:Iteration 19Q (80890.630000 sec): 3 clusters
  Score: Raw -288031.630122 + Penalty 2619.470209 = -285412.159913
  nChanged 28
		SP:Iteration 20F (80890.690000 sec): 3 clusters
  Score: Raw -288051.978094 + Penalty 2619.470209 = -285432.507886
  nChanged 39
		SP:Iteration 21Q (80890.750000 sec): 3 clusters
  Score: Raw -288072.850094 + Penalty 2619.470209 = -285453.379885
  nChanged 34
		SP:Iteration 22Q (80890.810000 sec): 3 clusters
  Score: Raw -288087.094084 + Penalty 2619.470209 = -285467.623875
  nChanged 31
		SP:Iteration 23Q (80890.870000 sec): 3 clusters
  Score: Raw -288099.959082 + Penalty 2619.470209 = -285480.488873
  nChanged 34
		SP:Iteration 24Q (80890.930000 sec): 3 clusters
  Score: Raw -288116.017395 + Penalty 2619.470209 = -285496.547186
  nChanged 26
		SP:Iteration 25Q (80890.990000 sec): 3 clusters
  Score: Raw -288129.262270 + Penalty 2619.470209 = -285509.792062
  nChanged 29
		SP:Iteration 26Q (80891.050000 sec): 3 clusters
  Score: Raw -288144.722480 + Penalty 2619.470209 = -285525.252272
  nChanged 30
		SP:Iteration 27Q (80891.110000 sec): 3 clusters
  Score: Raw -288158.224480 + Penalty 2619.470209 = -285538.754272
  nChanged 29
		SP:Iteration 28Q (80891.170000 sec): 3 clusters
  Score: Raw -288170.837738 + Penalty 2619.470209 = -285551.367529
  nChanged 28
		SP:Iteration 29Q (80891.230000 sec): 3 clusters
  Score: Raw -288186.210337 + Penalty 2619.470209 = -285566.740129
  nChanged 32
		SP:Iteration 30Q (80891.290000 sec): 3 clusters
  Score: Raw -288202.778050 + Penalty 2619.470209 = -285583.307841
  nChanged 41
		SP:Iteration 31Q (80891.350000 sec): 3 clusters
  Score: Raw -288232.459510 + Penalty 2619.470209 = -285612.989302
  nChanged 55
		SP:Iteration 32Q (80891.410000 sec): 3 clusters
  Score: Raw -288277.886522 + Penalty 2619.470209 = -285658.416313
  nChanged 54
		SP:Iteration 33Q (80891.470000 sec): 3 clusters
  Score: Raw -288319.605061 + Penalty 2619.470209 = -285700.134853
  nChanged 53
		SP:Iteration 34Q (80891.530000 sec): 3 clusters
  Score: Raw -288356.863100 + Penalty 2619.470209 = -285737.392892
  nChanged 53
		SP:Iteration 35Q (80891.590000 sec): 3 clusters
  Score: Raw -288391.693783 + Penalty 2619.470209 = -285772.223574
  nChanged 52
		SP:Iteration 36Q (80891.650000 sec): 3 clusters
  Score: Raw -288425.532151 + Penalty 2619.470209 = -285806.061942
  nChanged 49
		SP:Iteration 37Q (80891.710000 sec): 3 clusters
  Score: Raw -288451.347442 + Penalty 2619.470209 = -285831.877234
  nChanged 33
		SP:Iteration 38Q (80891.770000 sec): 3 clusters
  Score: Raw -288468.513715 + Penalty 2619.470209 = -285849.043506
  nChanged 28
		SP:Iteration 39Q (80891.830000 sec): 3 clusters
  Score: Raw -288480.118481 + Penalty 2619.470209 = -285860.648273
  nChanged 23
		SP:Iteration 40F (80891.890000 sec): 3 clusters
  Score: Raw -288488.331034 + Penalty 2619.470209 = -285868.860825
  nChanged 18
		SP:Iteration 41Q (80891.940000 sec): 3 clusters
  Score: Raw -288496.631937 + Penalty 2619.470209 = -285877.161729
  nChanged 20
		SP:Iteration 42Q (80892.000000 sec): 3 clusters
  Score: Raw -288505.642180 + Penalty 2619.470209 = -285886.171971
  nChanged 18
		SP:Iteration 43Q (80892.060000 sec): 3 clusters
  Score: Raw -288517.031655 + Penalty 2619.470209 = -285897.561447
  nChanged 24
		SP:Iteration 44Q (80892.120000 sec): 3 clusters
  Score: Raw -288527.577217 + Penalty 2619.470209 = -285908.107008
  nChanged 19
		SP:Iteration 45Q (80892.180000 sec): 3 clusters
  Score: Raw -288535.941769 + Penalty 2619.470209 = -285916.471561
  nChanged 13
		SP:Iteration 46Q (80892.240000 sec): 3 clusters
  Score: Raw -288542.494109 + Penalty 2619.470209 = -285923.023900
  nChanged 8
		SP:Iteration 47Q (80892.300000 sec): 3 clusters
  Score: Raw -288546.177795 + Penalty 2619.470209 = -285926.707586
  nChanged 10
		SP:Iteration 48Q (80892.360000 sec): 3 clusters
  Score: Raw -288549.975963 + Penalty 2619.470209 = -285930.505754
  nChanged 11
		SP:Iteration 49Q (80892.420000 sec): 3 clusters
  Score: Raw -288554.436395 + Penalty 2619.470209 = -285934.966187
  nChanged 9
		SP:Iteration 50Q (80892.480000 sec): 3 clusters
  Score: Raw -288557.606251 + Penalty 2619.470209 = -285938.136042
  nChanged 7
		SP:Iteration 51Q (80892.540000 sec): 3 clusters
  Score: Raw -288560.554262 + Penalty 2619.470209 = -285941.084054
  nChanged 8
		SP:Iteration 52Q (80892.590000 sec): 3 clusters
  Score: Raw -288563.701941 + Penalty 2619.470209 = -285944.231732
  nChanged 8
		SP:Iteration 53Q (80892.650000 sec): 3 clusters
  Score: Raw -288567.139306 + Penalty 2619.470209 = -285947.669097
  nChanged 11
		SP:Iteration 54Q (80892.710000 sec): 3 clusters
  Score: Raw -288573.811541 + Penalty 2619.470209 = -285954.341333
  nChanged 16
		SP:Iteration 55Q (80892.770000 sec): 3 clusters
  Score: Raw -288581.374436 + Penalty 2619.470209 = -285961.904227
  nChanged 15
		SP:Iteration 56Q (80892.830000 sec): 3 clusters
  Score: Raw -288589.576065 + Penalty 2619.470209 = -285970.105857
  nChanged 11
		SP:Iteration 57Q (80892.890000 sec): 3 clusters
  Score: Raw -288594.465514 + Penalty 2619.470209 = -285974.995305
  nChanged 10
		SP:Iteration 58Q (80892.940000 sec): 3 clusters
  Score: Raw -288598.892099 + Penalty 2619.470209 = -285979.421890
  nChanged 10
		SP:Iteration 59Q (80893.000000 sec): 3 clusters
  Score: Raw -288602.993823 + Penalty 2619.470209 = -285983.523614
  nChanged 5
		SP:Iteration 60F (80893.060000 sec): 3 clusters
  Score: Raw -288604.716571 + Penalty 2619.470209 = -285985.246362
  nChanged 2
		SP:Iteration 61Q (80893.120000 sec): 3 clusters
  Score: Raw -288605.332463 + Penalty 2619.470209 = -285985.862255
  nChanged 2
		SP:Iteration 62Q (80893.180000 sec): 3 clusters
  Score: Raw -288606.210093 + Penalty 2619.470209 = -285986.739884
  nChanged 2
		SP:Iteration 63Q (80893.240000 sec): 3 clusters
  Score: Raw -288606.898579 + Penalty 2619.470209 = -285987.428370
  nChanged 4
		SP:Iteration 64Q (80893.300000 sec): 3 clusters
  Score: Raw -288608.778191 + Penalty 2619.470209 = -285989.307982
  nChanged 3
		SP:Iteration 65Q (80893.360000 sec): 3 clusters
  Score: Raw -288609.956863 + Penalty 2619.470209 = -285990.486654
  nChanged 5
		SP:Iteration 66Q (80893.420000 sec): 3 clusters
  Score: Raw -288611.531392 + Penalty 2619.470209 = -285992.061183
  nChanged 3
		SP:Iteration 67Q (80893.480000 sec): 3 clusters
  Score: Raw -288612.724101 + Penalty 2619.470209 = -285993.253892
  nChanged 3
		SP:Iteration 68Q (80893.530000 sec): 3 clusters
  Score: Raw -288613.703670 + Penalty 2619.470209 = -285994.233462
  nChanged 2
		SP:Iteration 69Q (80893.590000 sec): 3 clusters
  Score: Raw -288614.603142 + Penalty 2619.470209 = -285995.132933
  nChanged 1
		SP:Iteration 70Q (80893.650000 sec): 3 clusters
  Score: Raw -288615.296282 + Penalty 2619.470209 = -285995.826073
  nChanged 0
		SP:Iteration 71F (80893.710000 sec): 3 clusters
  Score: Raw -288615.296282 + Penalty 2619.470209 = -285995.826073
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 23 (4652 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (80893.790000 sec): 2 clusters
  Score: Raw -388080.345596 + Penalty 1372.321033 = -386708.024563
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (80893.880000 sec): 3 clusters
  Score: Raw -385666.000749 + Penalty 2744.642067 = -382921.358682
  nChanged 1887
		SP:Iteration 1F (80893.960000 sec): 3 clusters
  Score: Raw -386718.995748 + Penalty 2744.642067 = -383974.353681
  nChanged 340
		SP:Iteration 2F (80894.050000 sec): 3 clusters
  Score: Raw -386890.821145 + Penalty 2744.642067 = -384146.179078
  nChanged 230
		SP:Iteration 3Q (80894.140000 sec): 3 clusters
  Score: Raw -387002.108131 + Penalty 2744.642067 = -384257.466064
  nChanged 179
		SP:Iteration 4Q (80894.220000 sec): 3 clusters
  Score: Raw -387080.781344 + Penalty 2744.642067 = -384336.139277
  nChanged 143
		SP:Iteration 5Q (80894.310000 sec): 3 clusters
  Score: Raw -387137.562951 + Penalty 2744.642067 = -384392.920884
  nChanged 121
		SP:Iteration 6Q (80894.400000 sec): 3 clusters
  Score: Raw -387191.133587 + Penalty 2744.642067 = -384446.491520
  nChanged 98
		SP:Iteration 7Q (80894.480000 sec): 3 clusters
  Score: Raw -387228.390778 + Penalty 2744.642067 = -384483.748711
  nChanged 91
		SP:Iteration 8Q (80894.570000 sec): 3 clusters
  Score: Raw -387257.110691 + Penalty 2744.642067 = -384512.468624
  nChanged 69
		SP:Iteration 9Q (80894.660000 sec): 3 clusters
  Score: Raw -387282.697855 + Penalty 2744.642067 = -384538.055788
  nChanged 72
		SP:Iteration 10Q (80894.750000 sec): 3 clusters
  Score: Raw -387310.676689 + Penalty 2744.642067 = -384566.034622
  nChanged 71
		SP:Iteration 11Q (80894.840000 sec): 3 clusters
  Score: Raw -387339.020511 + Penalty 2744.642067 = -384594.378444
  nChanged 65
		SP:Iteration 12Q (80894.920000 sec): 3 clusters
  Score: Raw -387359.760056 + Penalty 2744.642067 = -384615.117989
  nChanged 48
		SP:Iteration 13Q (80895.010000 sec): 3 clusters
  Score: Raw -387375.099778 + Penalty 2744.642067 = -384630.457711
  nChanged 40
		SP:Iteration 14Q (80895.100000 sec): 3 clusters
  Score: Raw -387390.549627 + Penalty 2744.642067 = -384645.907560
  nChanged 49
		SP:Iteration 15Q (80895.190000 sec): 3 clusters
  Score: Raw -387411.539582 + Penalty 2744.642067 = -384666.897515
  nChanged 65
		SP:Iteration 16Q (80895.270000 sec): 3 clusters
  Score: Raw -387435.916738 + Penalty 2744.642067 = -384691.274671
  nChanged 50
		SP:Iteration 17Q (80895.360000 sec): 3 clusters
  Score: Raw -387454.242026 + Penalty 2744.642067 = -384709.599959
  nChanged 42
		SP:Iteration 18Q (80895.450000 sec): 3 clusters
  Score: Raw -387467.894242 + Penalty 2744.642067 = -384723.252175
  nChanged 32
		SP:Iteration 19Q (80895.540000 sec): 3 clusters
  Score: Raw -387478.610510 + Penalty 2744.642067 = -384733.968443
  nChanged 35
		SP:Iteration 20F (80895.620000 sec): 3 clusters
  Score: Raw -387488.897356 + Penalty 2744.642067 = -384744.255289
  nChanged 33
		SP:Iteration 21Q (80895.710000 sec): 3 clusters
  Score: Raw -387500.938715 + Penalty 2744.642067 = -384756.296648
  nChanged 38
		SP:Iteration 22Q (80895.800000 sec): 3 clusters
  Score: Raw -387513.668442 + Penalty 2744.642067 = -384769.026375
  nChanged 38
		SP:Iteration 23Q (80895.880000 sec): 3 clusters
  Score: Raw -387528.823672 + Penalty 2744.642067 = -384784.181605
  nChanged 52
		SP:Iteration 24Q (80895.970000 sec): 3 clusters
  Score: Raw -387549.064831 + Penalty 2744.642067 = -384804.422764
  nChanged 52
		SP:Iteration 25Q (80896.060000 sec): 3 clusters
  Score: Raw -387570.053205 + Penalty 2744.642067 = -384825.411138
  nChanged 58
		SP:Iteration 26Q (80896.140000 sec): 3 clusters
  Score: Raw -387594.553694 + Penalty 2744.642067 = -384849.911627
  nChanged 69
		SP:Iteration 27Q (80896.230000 sec): 3 clusters
  Score: Raw -387624.834045 + Penalty 2744.642067 = -384880.191978
  nChanged 67
		SP:Iteration 28Q (80896.320000 sec): 3 clusters
  Score: Raw -387654.653936 + Penalty 2744.642067 = -384910.011869
  nChanged 66
		SP:Iteration 29Q (80896.400000 sec): 3 clusters
  Score: Raw -387686.774161 + Penalty 2744.642067 = -384942.132094
  nChanged 71
		SP:Iteration 30Q (80896.490000 sec): 3 clusters
  Score: Raw -387721.255558 + Penalty 2744.642067 = -384976.613491
  nChanged 72
		SP:Iteration 31Q (80896.580000 sec): 3 clusters
  Score: Raw -387761.083515 + Penalty 2744.642067 = -385016.441448
  nChanged 81
		SP:Iteration 32Q (80896.660000 sec): 3 clusters
  Score: Raw -387800.563007 + Penalty 2744.642067 = -385055.920940
  nChanged 72
		SP:Iteration 33Q (80896.750000 sec): 3 clusters
  Score: Raw -387848.250286 + Penalty 2744.642067 = -385103.608219
  nChanged 100
		SP:Iteration 34Q (80896.830000 sec): 3 clusters
  Score: Raw -387924.140781 + Penalty 2744.642067 = -385179.498714
  nChanged 100
		SP:Iteration 35Q (80896.920000 sec): 3 clusters
  Score: Raw -388020.403273 + Penalty 2744.642067 = -385275.761206
  nChanged 102
		SP:Iteration 36Q (80897.000000 sec): 3 clusters
  Score: Raw -388175.370186 + Penalty 2744.642067 = -385430.728119
  nChanged 100
		SP:Iteration 37Q (80897.080000 sec): 3 clusters
  Score: Raw -388476.584557 + Penalty 2744.642067 = -385731.942490
  nChanged 100
		SP:Iteration 38Q (80897.160000 sec): 3 clusters
  Score: Raw -388844.722005 + Penalty 2744.642067 = -386100.079938
  nChanged 143
		SP:Iteration 39Q (80897.250000 sec): 3 clusters
  Score: Raw -389019.509922 + Penalty 2744.642067 = -386274.867855
  nChanged 116
		SP:Iteration 40F (80897.330000 sec): 3 clusters
  Score: Raw -389146.504681 + Penalty 2744.642067 = -386401.862614
  nChanged 120
		SP:Iteration 41Q (80897.420000 sec): 3 clusters
  Score: Raw -389277.546058 + Penalty 2744.642067 = -386532.903991
  nChanged 122
		SP:Iteration 42Q (80897.500000 sec): 3 clusters
  Score: Raw -389436.095982 + Penalty 2744.642067 = -386691.453915
  nChanged 113
		SP:Iteration 43Q (80897.580000 sec): 3 clusters
  Score: Raw -389593.401135 + Penalty 2744.642067 = -386848.759068
  nChanged 126
		SP:Iteration 44Q (80897.660000 sec): 3 clusters
  Score: Raw -389782.140013 + Penalty 2744.642067 = -387037.497946
  nChanged 109
		SP:Iteration 45Q (80897.750000 sec): 3 clusters
  Score: Raw -389957.527707 + Penalty 2744.642067 = -387212.885640
  nChanged 87
		SP:Iteration 46Q (80897.830000 sec): 3 clusters
  Score: Raw -390082.097150 + Penalty 2744.642067 = -387337.455084
  nChanged 54
		SP:Iteration 47Q (80897.910000 sec): 3 clusters
  Score: Raw -390150.318783 + Penalty 2744.642067 = -387405.676716
  nChanged 28
		SP:Iteration 48Q (80897.990000 sec): 3 clusters
  Score: Raw -390175.095418 + Penalty 2744.642067 = -387430.453351
  nChanged 15
		SP:Iteration 49Q (80898.070000 sec): 3 clusters
  Score: Raw -390184.170780 + Penalty 2744.642067 = -387439.528713
  nChanged 7
		SP:Iteration 50Q (80898.150000 sec): 3 clusters
  Score: Raw -390186.658163 + Penalty 2744.642067 = -387442.016096
  nChanged 1
		SP:Iteration 51Q (80898.230000 sec): 3 clusters
  Score: Raw -390186.735438 + Penalty 2744.642067 = -387442.093371
  nChanged 0
		SP:Iteration 52F (80898.320000 sec): 3 clusters
  Score: Raw -390202.539653 + Penalty 2744.642067 = -387457.897586
  nChanged 8
		SP:Iteration 53Q (80898.390000 sec): 3 clusters
  Score: Raw -390207.761441 + Penalty 2744.642067 = -387463.119374
  nChanged 2
		SP:Iteration 54Q (80898.470000 sec): 3 clusters
  Score: Raw -390208.440053 + Penalty 2744.642067 = -387463.797986
  nChanged 0
		SP:Iteration 55F (80898.560000 sec): 3 clusters
  Score: Raw -390208.440053 + Penalty 2744.642067 = -387463.797986
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 104.
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 24 (3997 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (80898.630000 sec): 2 clusters
  Score: Raw -279561.977538 + Penalty 1347.661146 = -278214.316392
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (80898.720000 sec): 3 clusters
  Score: Raw -277616.438834 + Penalty 2695.322292 = -274921.116542
  nChanged 1634
		SP:Iteration 1F (80898.800000 sec): 3 clusters
  Score: Raw -278914.093768 + Penalty 2695.322292 = -276218.771477
  nChanged 442
		SP:Iteration 2F (80898.870000 sec): 3 clusters
  Score: Raw -279317.492183 + Penalty 2695.322292 = -276622.169892
  nChanged 305
		SP:Iteration 3F (80898.940000 sec): 3 clusters
  Score: Raw -279580.819288 + Penalty 2695.322292 = -276885.496996
  nChanged 222
		SP:Iteration 4F (80899.020000 sec): 3 clusters
  Score: Raw -279755.636359 + Penalty 2695.322292 = -277060.314068
  nChanged 174
		SP:Iteration 5Q (80899.090000 sec): 3 clusters
  Score: Raw -279872.562913 + Penalty 2695.322292 = -277177.240621
  nChanged 130
		SP:Iteration 6Q (80899.170000 sec): 3 clusters
  Score: Raw -279945.954951 + Penalty 2695.322292 = -277250.632660
  nChanged 105
		SP:Iteration 7Q (80899.240000 sec): 3 clusters
  Score: Raw -279991.522347 + Penalty 2695.322292 = -277296.200056
  nChanged 70
		SP:Iteration 8Q (80899.320000 sec): 3 clusters
  Score: Raw -280026.552864 + Penalty 2695.322292 = -277331.230572
  nChanged 68
		SP:Iteration 9Q (80899.390000 sec): 3 clusters
  Score: Raw -280058.171010 + Penalty 2695.322292 = -277362.848718
  nChanged 52
		SP:Iteration 10Q (80899.460000 sec): 3 clusters
  Score: Raw -280083.579610 + Penalty 2695.322292 = -277388.257319
  nChanged 42
		SP:Iteration 11Q (80899.540000 sec): 3 clusters
  Score: Raw -280100.894244 + Penalty 2695.322292 = -277405.571952
  nChanged 34
		SP:Iteration 12Q (80899.620000 sec): 3 clusters
  Score: Raw -280116.383159 + Penalty 2695.322292 = -277421.060868
  nChanged 35
		SP:Iteration 13Q (80899.690000 sec): 3 clusters
  Score: Raw -280128.473982 + Penalty 2695.322292 = -277433.151690
  nChanged 26
		SP:Iteration 14Q (80899.760000 sec): 3 clusters
  Score: Raw -280135.435432 + Penalty 2695.322292 = -277440.113140
  nChanged 16
		SP:Iteration 15Q (80899.840000 sec): 3 clusters
  Score: Raw -280138.793490 + Penalty 2695.322292 = -277443.471198
  nChanged 13
		SP:Iteration 16Q (80899.910000 sec): 3 clusters
  Score: Raw -280142.228676 + Penalty 2695.322292 = -277446.906385
  nChanged 13
		SP:Iteration 17Q (80899.990000 sec): 3 clusters
  Score: Raw -280145.671517 + Penalty 2695.322292 = -277450.349226
  nChanged 12
		SP:Iteration 18Q (80900.060000 sec): 3 clusters
  Score: Raw -280148.849240 + Penalty 2695.322292 = -277453.526948
  nChanged 14
		SP:Iteration 19Q (80900.140000 sec): 3 clusters
  Score: Raw -280152.581251 + Penalty 2695.322292 = -277457.258959
  nChanged 9
		SP:Iteration 20F (80900.210000 sec): 3 clusters
  Score: Raw -280155.338224 + Penalty 2695.322292 = -277460.015933
  nChanged 12
		SP:Iteration 21Q (80900.280000 sec): 3 clusters
  Score: Raw -280157.695551 + Penalty 2695.322292 = -277462.373260
  nChanged 5
		SP:Iteration 22Q (80900.360000 sec): 3 clusters
  Score: Raw -280159.555094 + Penalty 2695.322292 = -277464.232803
  nChanged 6
		SP:Iteration 23Q (80900.430000 sec): 3 clusters
  Score: Raw -280162.734687 + Penalty 2695.322292 = -277467.412395
  nChanged 7
		SP:Iteration 24Q (80900.510000 sec): 3 clusters
  Score: Raw -280164.248404 + Penalty 2695.322292 = -277468.926112
  nChanged 4
		SP:Iteration 25Q (80900.580000 sec): 3 clusters
  Score: Raw -280164.897775 + Penalty 2695.322292 = -277469.575484
  nChanged 3
		SP:Iteration 26Q (80900.660000 sec): 3 clusters
  Score: Raw -280165.559198 + Penalty 2695.322292 = -277470.236907
  nChanged 3
		SP:Iteration 27Q (80900.730000 sec): 3 clusters
  Score: Raw -280166.447003 + Penalty 2695.322292 = -277471.124711
  nChanged 2
		SP:Iteration 28Q (80900.800000 sec): 3 clusters
  Score: Raw -280166.851182 + Penalty 2695.322292 = -277471.528891
  nChanged 3
		SP:Iteration 29Q (80900.880000 sec): 3 clusters
  Score: Raw -280167.330825 + Penalty 2695.322292 = -277472.008533
  nChanged 2
		SP:Iteration 30Q (80900.950000 sec): 3 clusters
  Score: Raw -280168.030638 + Penalty 2695.322292 = -277472.708346
  nChanged 2
		SP:Iteration 31Q (80901.030000 sec): 3 clusters
  Score: Raw -280168.484124 + Penalty 2695.322292 = -277473.161833
  nChanged 2
		SP:Iteration 32Q (80901.100000 sec): 3 clusters
  Score: Raw -280168.874921 + Penalty 2695.322292 = -277473.552629
  nChanged 2
		SP:Iteration 33Q (80901.180000 sec): 3 clusters
  Score: Raw -280169.198511 + Penalty 2695.322292 = -277473.876220
  nChanged 2
		SP:Iteration 34Q (80901.250000 sec): 3 clusters
  Score: Raw -280169.328269 + Penalty 2695.322292 = -277474.005978
  nChanged 1
		SP:Iteration 35Q (80901.330000 sec): 3 clusters
  Score: Raw -280169.417127 + Penalty 2695.322292 = -277474.094836
  nChanged 0
		SP:Iteration 36F (80901.400000 sec): 3 clusters
  Score: Raw -280169.417127 + Penalty 2695.322292 = -277474.094836
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 25 (4527 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (80901.480000 sec): 2 clusters
  Score: Raw -363617.825049 + Penalty 1367.894896 = -362249.930152
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (80901.560000 sec): 3 clusters
  Score: Raw -361348.229381 + Penalty 2735.789793 = -358612.439588
  nChanged 1830
		SP:Iteration 1F (80901.650000 sec): 3 clusters
  Score: Raw -362468.304296 + Penalty 2735.789793 = -359732.514503
  nChanged 353
		SP:Iteration 2F (80901.740000 sec): 3 clusters
  Score: Raw -362718.396391 + Penalty 2735.789793 = -359982.606599
  nChanged 270
		SP:Iteration 3F (80901.820000 sec): 3 clusters
  Score: Raw -362920.414726 + Penalty 2735.789793 = -360184.624933
  nChanged 257
		SP:Iteration 4F (80901.900000 sec): 3 clusters
  Score: Raw -363103.868993 + Penalty 2735.789793 = -360368.079200
  nChanged 219
		SP:Iteration 5Q (80901.990000 sec): 3 clusters
  Score: Raw -363249.320370 + Penalty 2735.789793 = -360513.530578
  nChanged 199
		SP:Iteration 6Q (80902.070000 sec): 3 clusters
  Score: Raw -363368.455180 + Penalty 2735.789793 = -360632.665387
  nChanged 158
		SP:Iteration 7Q (80902.160000 sec): 3 clusters
  Score: Raw -363450.325529 + Penalty 2735.789793 = -360714.535736
  nChanged 133
		SP:Iteration 8Q (80902.240000 sec): 3 clusters
  Score: Raw -363523.841204 + Penalty 2735.789793 = -360788.051411
  nChanged 112
		SP:Iteration 9Q (80902.330000 sec): 3 clusters
  Score: Raw -363585.095662 + Penalty 2735.789793 = -360849.305869
  nChanged 105
		SP:Iteration 10Q (80902.410000 sec): 3 clusters
  Score: Raw -363638.521082 + Penalty 2735.789793 = -360902.731289
  nChanged 88
		SP:Iteration 11Q (80902.500000 sec): 3 clusters
  Score: Raw -363685.504037 + Penalty 2735.789793 = -360949.714244
  nChanged 77
		SP:Iteration 12Q (80902.580000 sec): 3 clusters
  Score: Raw -363721.934426 + Penalty 2735.789793 = -360986.144634
  nChanged 73
		SP:Iteration 13Q (80902.670000 sec): 3 clusters
  Score: Raw -363760.940912 + Penalty 2735.789793 = -361025.151119
  nChanged 72
		SP:Iteration 14Q (80902.750000 sec): 3 clusters
  Score: Raw -363801.771251 + Penalty 2735.789793 = -361065.981458
  nChanged 68
		SP:Iteration 15Q (80902.840000 sec): 3 clusters
  Score: Raw -363840.303009 + Penalty 2735.789793 = -361104.513216
  nChanged 71
		SP:Iteration 16Q (80902.920000 sec): 3 clusters
  Score: Raw -363886.741851 + Penalty 2735.789793 = -361150.952058
  nChanged 73
		SP:Iteration 17Q (80903.000000 sec): 3 clusters
  Score: Raw -363947.089410 + Penalty 2735.789793 = -361211.299617
  nChanged 81
		SP:Iteration 18Q (80903.090000 sec): 3 clusters
  Score: Raw -364003.293955 + Penalty 2735.789793 = -361267.504162
  nChanged 66
		SP:Iteration 19Q (80903.170000 sec): 3 clusters
  Score: Raw -364046.941427 + Penalty 2735.789793 = -361311.151634
  nChanged 58
		SP:Iteration 20F (80903.260000 sec): 3 clusters
  Score: Raw -364079.667017 + Penalty 2735.789793 = -361343.877224
  nChanged 45
		SP:Iteration 21Q (80903.340000 sec): 3 clusters
  Score: Raw -364100.121190 + Penalty 2735.789793 = -361364.331397
  nChanged 31
		SP:Iteration 22Q (80903.420000 sec): 3 clusters
  Score: Raw -364111.675468 + Penalty 2735.789793 = -361375.885675
  nChanged 29
		SP:Iteration 23Q (80903.500000 sec): 3 clusters
  Score: Raw -364121.914654 + Penalty 2735.789793 = -361386.124861
  nChanged 23
		SP:Iteration 24Q (80903.580000 sec): 3 clusters
  Score: Raw -364130.522022 + Penalty 2735.789793 = -361394.732229
  nChanged 22
		SP:Iteration 25Q (80903.670000 sec): 3 clusters
  Score: Raw -364139.415588 + Penalty 2735.789793 = -361403.625795
  nChanged 16
		SP:Iteration 26Q (80903.750000 sec): 3 clusters
  Score: Raw -364147.926436 + Penalty 2735.789793 = -361412.136643
  nChanged 14
		SP:Iteration 27Q (80903.830000 sec): 3 clusters
  Score: Raw -364152.863314 + Penalty 2735.789793 = -361417.073521
  nChanged 13
		SP:Iteration 28Q (80903.920000 sec): 3 clusters
  Score: Raw -364157.307813 + Penalty 2735.789793 = -361421.518020
  nChanged 11
		SP:Iteration 29Q (80904.000000 sec): 3 clusters
  Score: Raw -364159.664645 + Penalty 2735.789793 = -361423.874852
  nChanged 3
		SP:Iteration 30Q (80904.080000 sec): 3 clusters
  Score: Raw -364160.225575 + Penalty 2735.789793 = -361424.435782
  nChanged 1
		SP:Iteration 31Q (80904.160000 sec): 3 clusters
  Score: Raw -364160.315475 + Penalty 2735.789793 = -361424.525682
  nChanged 1
		SP:Iteration 32Q (80904.250000 sec): 3 clusters
  Score: Raw -364161.065896 + Penalty 2735.789793 = -361425.276103
  nChanged 1
		SP:Iteration 33Q (80904.330000 sec): 3 clusters
  Score: Raw -364161.189197 + Penalty 2735.789793 = -361425.399404
  nChanged 0
		SP:Iteration 34F (80904.420000 sec): 3 clusters
  Score: Raw -364161.189197 + Penalty 2735.789793 = -361425.399404
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 26 (25008 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (80904.630000 sec): 2 clusters
  Score: Raw -2256207.244680 + Penalty 1645.629546 = -2254561.615134
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (80904.940000 sec): 3 clusters
  Score: Raw -2240941.848555 + Penalty 3291.259092 = -2237650.589463
  nChanged 11422
		SP:Iteration 1F (80905.220000 sec): 3 clusters
  Score: Raw -2247265.345051 + Penalty 3291.259092 = -2243974.085959
  nChanged 1342
		SP:Iteration 2F (80905.550000 sec): 3 clusters
  Score: Raw -2247786.378080 + Penalty 3291.259092 = -2244495.118988
  nChanged 1252
		SP:Iteration 3F (80905.850000 sec): 3 clusters
  Score: Raw -2248286.958838 + Penalty 3291.259092 = -2244995.699746
  nChanged 1268
		SP:Iteration 4F (80906.130000 sec): 3 clusters
  Score: Raw -2248788.996356 + Penalty 3291.259092 = -2245497.737264
  nChanged 1179
		SP:Iteration 5Q (80906.480000 sec): 3 clusters
  Score: Raw -2249260.844447 + Penalty 3291.259092 = -2245969.585355
  nChanged 1145
		SP:Iteration 6Q (80906.790000 sec): 3 clusters
  Score: Raw -2249739.939128 + Penalty 3291.259092 = -2246448.680036
  nChanged 1133
		SP:Iteration 7Q (80907.130000 sec): 3 clusters
  Score: Raw -2250225.599363 + Penalty 3291.259092 = -2246934.340270
  nChanged 1143
		SP:Iteration 8Q (80907.420000 sec): 3 clusters
  Score: Raw -2250690.802417 + Penalty 3291.259092 = -2247399.543325
  nChanged 1054
		SP:Iteration 9Q (80907.720000 sec): 3 clusters
  Score: Raw -2251073.545125 + Penalty 3291.259092 = -2247782.286033
  nChanged 872
		SP:Iteration 10Q (80908.060000 sec): 3 clusters
  Score: Raw -2251348.083358 + Penalty 3291.259092 = -2248056.824266
  nChanged 753
		SP:Iteration 11Q (80908.350000 sec): 3 clusters
  Score: Raw -2251582.727370 + Penalty 3291.259092 = -2248291.468278
  nChanged 721
		SP:Iteration 12Q (80908.700000 sec): 3 clusters
  Score: Raw -2251836.241664 + Penalty 3291.259092 = -2248544.982572
  nChanged 726
		SP:Iteration 13Q (80908.990000 sec): 3 clusters
  Score: Raw -2252109.732807 + Penalty 3291.259092 = -2248818.473715
  nChanged 771
		SP:Iteration 14Q (80909.290000 sec): 3 clusters
  Score: Raw -2252423.136647 + Penalty 3291.259092 = -2249131.877555
  nChanged 846
		SP:Iteration 15Q (80909.630000 sec): 3 clusters
  Score: Raw -2252793.288289 + Penalty 3291.259092 = -2249502.029197
  nChanged 842
		SP:Iteration 16Q (80909.920000 sec): 3 clusters
  Score: Raw -2253184.321308 + Penalty 3291.259092 = -2249893.062216
  nChanged 816
		SP:Iteration 17Q (80910.270000 sec): 3 clusters
  Score: Raw -2253595.902383 + Penalty 3291.259092 = -2250304.643291
  nChanged 811
		SP:Iteration 18Q (80910.580000 sec): 3 clusters
  Score: Raw -2254078.577144 + Penalty 3291.259092 = -2250787.318052
  nChanged 788
		SP:Iteration 19Q (80910.920000 sec): 3 clusters
  Score: Raw -2254601.011467 + Penalty 3291.259092 = -2251309.752374
  nChanged 704
		SP:Iteration 20F (80911.210000 sec): 3 clusters
  Score: Raw -2255118.624314 + Penalty 3291.259092 = -2251827.365222
  nChanged 555
		SP:Iteration 21Q (80911.490000 sec): 3 clusters
  Score: Raw -2255561.224179 + Penalty 3291.259092 = -2252269.965087
  nChanged 408
		SP:Iteration 22Q (80911.820000 sec): 3 clusters
  Score: Raw -2255865.421672 + Penalty 3291.259092 = -2252574.162580
  nChanged 286
		SP:Iteration 23Q (80912.110000 sec): 3 clusters
  Score: Raw -2256070.215190 + Penalty 3291.259092 = -2252778.956098
  nChanged 199
		SP:Iteration 24Q (80912.370000 sec): 3 clusters
  Score: Raw -2256199.832736 + Penalty 3291.259092 = -2252908.573644
  nChanged 164
		SP:Iteration 25Q (80912.630000 sec): 3 clusters
  Score: Raw -2256294.973652 + Penalty 3291.259092 = -2253003.714560
  nChanged 119
		SP:Iteration 26Q (80912.890000 sec): 3 clusters
  Score: Raw -2256358.073957 + Penalty 3291.259092 = -2253066.814864
  nChanged 75
		SP:Iteration 27Q (80913.150000 sec): 3 clusters
  Score: Raw -2256393.165597 + Penalty 3291.259092 = -2253101.906505
  nChanged 69
		SP:Iteration 28Q (80913.410000 sec): 3 clusters
  Score: Raw -2256423.146738 + Penalty 3291.259092 = -2253131.887645
  nChanged 59
		SP:Iteration 29Q (80913.670000 sec): 3 clusters
  Score: Raw -2256447.913419 + Penalty 3291.259092 = -2253156.654327
  nChanged 41
		SP:Iteration 30Q (80913.920000 sec): 3 clusters
  Score: Raw -2256463.204335 + Penalty 3291.259092 = -2253171.945243
  nChanged 37
		SP:Iteration 31Q (80914.180000 sec): 3 clusters
  Score: Raw -2256478.248242 + Penalty 3291.259092 = -2253186.989150
  nChanged 36
		SP:Iteration 32Q (80914.430000 sec): 3 clusters
  Score: Raw -2256489.029305 + Penalty 3291.259092 = -2253197.770213
  nChanged 18
		SP:Iteration 33Q (80914.690000 sec): 3 clusters
  Score: Raw -2256495.494609 + Penalty 3291.259092 = -2253204.235517
  nChanged 20
		SP:Iteration 34Q (80914.950000 sec): 3 clusters
  Score: Raw -2256501.347652 + Penalty 3291.259092 = -2253210.088560
  nChanged 18
		SP:Iteration 35Q (80915.210000 sec): 3 clusters
  Score: Raw -2256505.918784 + Penalty 3291.259092 = -2253214.659692
  nChanged 12
		SP:Iteration 36Q (80915.460000 sec): 3 clusters
  Score: Raw -2256509.531999 + Penalty 3291.259092 = -2253218.272907
  nChanged 13
		SP:Iteration 37Q (80915.720000 sec): 3 clusters
  Score: Raw -2256513.341802 + Penalty 3291.259092 = -2253222.082710
  nChanged 7
		SP:Iteration 38Q (80915.980000 sec): 3 clusters
  Score: Raw -2256516.575366 + Penalty 3291.259092 = -2253225.316274
  nChanged 16
		SP:Iteration 39Q (80916.230000 sec): 3 clusters
  Score: Raw -2256522.802213 + Penalty 3291.259092 = -2253231.543121
  nChanged 12
		SP:Iteration 40F (80916.520000 sec): 3 clusters
  Score: Raw -2256525.901772 + Penalty 3291.259092 = -2253234.642680
  nChanged 13
		SP:Iteration 41Q (80916.820000 sec): 3 clusters
  Score: Raw -2256529.714144 + Penalty 3291.259092 = -2253238.455052
  nChanged 14
		SP:Iteration 42Q (80917.100000 sec): 3 clusters
  Score: Raw -2256533.898886 + Penalty 3291.259092 = -2253242.639794
  nChanged 15
		SP:Iteration 43Q (80917.370000 sec): 3 clusters
  Score: Raw -2256538.871156 + Penalty 3291.259092 = -2253247.612064
  nChanged 11
		SP:Iteration 44Q (80917.640000 sec): 3 clusters
  Score: Raw -2256543.616553 + Penalty 3291.259092 = -2253252.357461
  nChanged 15
		SP:Iteration 45Q (80917.900000 sec): 3 clusters
  Score: Raw -2256549.505121 + Penalty 3291.259092 = -2253258.246028
  nChanged 12
		SP:Iteration 46Q (80918.160000 sec): 3 clusters
  Score: Raw -2256553.453445 + Penalty 3291.259092 = -2253262.194353
  nChanged 13
		SP:Iteration 47Q (80918.410000 sec): 3 clusters
  Score: Raw -2256557.766634 + Penalty 3291.259092 = -2253266.507542
  nChanged 10
		SP:Iteration 48Q (80918.670000 sec): 3 clusters
  Score: Raw -2256560.946992 + Penalty 3291.259092 = -2253269.687899
  nChanged 8
		SP:Iteration 49Q (80918.920000 sec): 3 clusters
  Score: Raw -2256563.516774 + Penalty 3291.259092 = -2253272.257682
  nChanged 8
		SP:Iteration 50Q (80919.180000 sec): 3 clusters
  Score: Raw -2256565.349653 + Penalty 3291.259092 = -2253274.090561
  nChanged 3
		SP:Iteration 51Q (80919.440000 sec): 3 clusters
  Score: Raw -2256567.620573 + Penalty 3291.259092 = -2253276.361481
  nChanged 6
		SP:Iteration 52Q (80919.690000 sec): 3 clusters
  Score: Raw -2256570.652912 + Penalty 3291.259092 = -2253279.393820
  nChanged 6
		SP:Iteration 53Q (80919.950000 sec): 3 clusters
  Score: Raw -2256572.071179 + Penalty 3291.259092 = -2253280.812087
  nChanged 5
		SP:Iteration 54Q (80920.230000 sec): 3 clusters
  Score: Raw -2256573.165474 + Penalty 3291.259092 = -2253281.906382
  nChanged 4
		SP:Iteration 55Q (80920.490000 sec): 3 clusters
  Score: Raw -2256574.140478 + Penalty 3291.259092 = -2253282.881386
  nChanged 4
		SP:Iteration 56Q (80920.740000 sec): 3 clusters
  Score: Raw -2256575.328068 + Penalty 3291.259092 = -2253284.068976
  nChanged 3
		SP:Iteration 57Q (80921.000000 sec): 3 clusters
  Score: Raw -2256576.120766 + Penalty 3291.259092 = -2253284.861674
  nChanged 4
		SP:Iteration 58Q (80921.260000 sec): 3 clusters
  Score: Raw -2256577.588699 + Penalty 3291.259092 = -2253286.329607
  nChanged 7
		SP:Iteration 59Q (80921.510000 sec): 3 clusters
  Score: Raw -2256579.675737 + Penalty 3291.259092 = -2253288.416644
  nChanged 6
		SP:Iteration 60F (80921.790000 sec): 3 clusters
  Score: Raw -2256581.631340 + Penalty 3291.259092 = -2253290.372248
  nChanged 8
		SP:Iteration 61Q (80922.050000 sec): 3 clusters
  Score: Raw -2256584.147386 + Penalty 3291.259092 = -2253292.888294
  nChanged 4
		SP:Iteration 62Q (80922.300000 sec): 3 clusters
  Score: Raw -2256585.558442 + Penalty 3291.259092 = -2253294.299350
  nChanged 7
		SP:Iteration 63Q (80922.560000 sec): 3 clusters
  Score: Raw -2256588.396702 + Penalty 3291.259092 = -2253297.137610
  nChanged 6
		SP:Iteration 64Q (80922.820000 sec): 3 clusters
  Score: Raw -2256590.485346 + Penalty 3291.259092 = -2253299.226254
  nChanged 8
		SP:Iteration 65Q (80923.070000 sec): 3 clusters
  Score: Raw -2256592.948004 + Penalty 3291.259092 = -2253301.688912
  nChanged 4
		SP:Iteration 66Q (80923.320000 sec): 3 clusters
  Score: Raw -2256594.471028 + Penalty 3291.259092 = -2253303.211936
  nChanged 7
		SP:Iteration 67Q (80923.570000 sec): 3 clusters
  Score: Raw -2256596.617393 + Penalty 3291.259092 = -2253305.358301
  nChanged 6
		SP:Iteration 68Q (80923.820000 sec): 3 clusters
  Score: Raw -2256599.384258 + Penalty 3291.259092 = -2253308.125166
  nChanged 6
		SP:Iteration 69Q (80924.080000 sec): 3 clusters
  Score: Raw -2256601.485616 + Penalty 3291.259092 = -2253310.226524
  nChanged 5
		SP:Iteration 70Q (80924.330000 sec): 3 clusters
  Score: Raw -2256603.357585 + Penalty 3291.259092 = -2253312.098492
  nChanged 4
		SP:Iteration 71Q (80924.580000 sec): 3 clusters
  Score: Raw -2256605.097018 + Penalty 3291.259092 = -2253313.837926
  nChanged 7
		SP:Iteration 72Q (80924.830000 sec): 3 clusters
  Score: Raw -2256607.911590 + Penalty 3291.259092 = -2253316.652498
  nChanged 9
		SP:Iteration 73Q (80925.100000 sec): 3 clusters
  Score: Raw -2256609.929212 + Penalty 3291.259092 = -2253318.670120
  nChanged 8
		SP:Iteration 74Q (80925.350000 sec): 3 clusters
  Score: Raw -2256611.686262 + Penalty 3291.259092 = -2253320.427169
  nChanged 4
		SP:Iteration 75Q (80925.600000 sec): 3 clusters
  Score: Raw -2256613.769857 + Penalty 3291.259092 = -2253322.510765
  nChanged 5
		SP:Iteration 76Q (80925.860000 sec): 3 clusters
  Score: Raw -2256616.841579 + Penalty 3291.259092 = -2253325.582487
  nChanged 9
		SP:Iteration 77Q (80926.110000 sec): 3 clusters
  Score: Raw -2256620.370041 + Penalty 3291.259092 = -2253329.110949
  nChanged 8
		SP:Iteration 78Q (80926.380000 sec): 3 clusters
  Score: Raw -2256623.071617 + Penalty 3291.259092 = -2253331.812525
  nChanged 4
		SP:Iteration 79Q (80926.630000 sec): 3 clusters
  Score: Raw -2256624.485051 + Penalty 3291.259092 = -2253333.225959
  nChanged 3
		SP:Iteration 80F (80926.910000 sec): 3 clusters
  Score: Raw -2256625.428190 + Penalty 3291.259092 = -2253334.169098
  nChanged 2
		SP:Iteration 81Q (80927.160000 sec): 3 clusters
  Score: Raw -2256627.004197 + Penalty 3291.259092 = -2253335.745105
  nChanged 2
		SP:Iteration 82Q (80927.410000 sec): 3 clusters
  Score: Raw -2256627.863577 + Penalty 3291.259092 = -2253336.604485
  nChanged 4
		SP:Iteration 83Q (80927.660000 sec): 3 clusters
  Score: Raw -2256629.399245 + Penalty 3291.259092 = -2253338.140153
  nChanged 4
		SP:Iteration 84Q (80927.910000 sec): 3 clusters
  Score: Raw -2256630.829479 + Penalty 3291.259092 = -2253339.570387
  nChanged 4
		SP:Iteration 85Q (80928.160000 sec): 3 clusters
  Score: Raw -2256632.430685 + Penalty 3291.259092 = -2253341.171592
  nChanged 3
		SP:Iteration 86Q (80928.420000 sec): 3 clusters
  Score: Raw -2256633.420621 + Penalty 3291.259092 = -2253342.161528
  nChanged 2
		SP:Iteration 87Q (80928.690000 sec): 3 clusters
  Score: Raw -2256634.036564 + Penalty 3291.259092 = -2253342.777471
  nChanged 0
		SP:Iteration 88F (80928.960000 sec): 3 clusters
  Score: Raw -2256634.036564 + Penalty 3291.259092 = -2253342.777471
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 27 (3109 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (80929.020000 sec): 2 clusters
  Score: Raw -261600.100009 + Penalty 1306.834167 = -260293.265843
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (80929.110000 sec): 3 clusters
  Score: Raw -260174.055387 + Penalty 2613.668333 = -257560.387054
  nChanged 1233
		SP:Iteration 1F (80929.170000 sec): 3 clusters
  Score: Raw -261034.812425 + Penalty 2613.668333 = -258421.144091
  nChanged 296
		SP:Iteration 2F (80929.230000 sec): 3 clusters
  Score: Raw -261306.120473 + Penalty 2613.668333 = -258692.452139
  nChanged 233
		SP:Iteration 3F (80929.290000 sec): 3 clusters
  Score: Raw -261516.788190 + Penalty 2613.668333 = -258903.119856
  nChanged 168
		SP:Iteration 4F (80929.340000 sec): 3 clusters
  Score: Raw -261664.020655 + Penalty 2613.668333 = -259050.352322
  nChanged 124
		SP:Iteration 5Q (80929.400000 sec): 3 clusters
  Score: Raw -261747.122123 + Penalty 2613.668333 = -259133.453789
  nChanged 88
		SP:Iteration 6Q (80929.460000 sec): 3 clusters
  Score: Raw -261799.633580 + Penalty 2613.668333 = -259185.965247
  nChanged 59
		SP:Iteration 7Q (80929.520000 sec): 3 clusters
  Score: Raw -261836.144674 + Penalty 2613.668333 = -259222.476341
  nChanged 49
		SP:Iteration 8Q (80929.580000 sec): 3 clusters
  Score: Raw -261861.863376 + Penalty 2613.668333 = -259248.195043
  nChanged 39
		SP:Iteration 9Q (80929.640000 sec): 3 clusters
  Score: Raw -261882.197754 + Penalty 2613.668333 = -259268.529420
  nChanged 26
		SP:Iteration 10Q (80929.700000 sec): 3 clusters
  Score: Raw -261897.400818 + Penalty 2613.668333 = -259283.732485
  nChanged 25
		SP:Iteration 11Q (80929.760000 sec): 3 clusters
  Score: Raw -261912.912137 + Penalty 2613.668333 = -259299.243804
  nChanged 30
		SP:Iteration 12Q (80929.820000 sec): 3 clusters
  Score: Raw -261931.453737 + Penalty 2613.668333 = -259317.785403
  nChanged 23
		SP:Iteration 13Q (80929.880000 sec): 3 clusters
  Score: Raw -261946.760702 + Penalty 2613.668333 = -259333.092369
  nChanged 27
		SP:Iteration 14Q (80929.940000 sec): 3 clusters
  Score: Raw -261960.839163 + Penalty 2613.668333 = -259347.170830
  nChanged 20
		SP:Iteration 15Q (80930.000000 sec): 3 clusters
  Score: Raw -261972.232017 + Penalty 2613.668333 = -259358.563684
  nChanged 21
		SP:Iteration 16Q (80930.060000 sec): 3 clusters
  Score: Raw -261986.264343 + Penalty 2613.668333 = -259372.596010
  nChanged 22
		SP:Iteration 17Q (80930.110000 sec): 3 clusters
  Score: Raw -262005.242703 + Penalty 2613.668333 = -259391.574369
  nChanged 33
		SP:Iteration 18Q (80930.170000 sec): 3 clusters
  Score: Raw -262028.831190 + Penalty 2613.668333 = -259415.162856
  nChanged 34
		SP:Iteration 19Q (80930.230000 sec): 3 clusters
  Score: Raw -262044.278480 + Penalty 2613.668333 = -259430.610147
  nChanged 32
		SP:Iteration 20F (80930.290000 sec): 3 clusters
  Score: Raw -262059.877896 + Penalty 2613.668333 = -259446.209563
  nChanged 30
		SP:Iteration 21Q (80930.350000 sec): 3 clusters
  Score: Raw -262070.294384 + Penalty 2613.668333 = -259456.626051
  nChanged 17
		SP:Iteration 22Q (80930.400000 sec): 3 clusters
  Score: Raw -262077.268878 + Penalty 2613.668333 = -259463.600545
  nChanged 21
		SP:Iteration 23Q (80930.460000 sec): 3 clusters
  Score: Raw -262082.935003 + Penalty 2613.668333 = -259469.266670
  nChanged 10
		SP:Iteration 24Q (80930.520000 sec): 3 clusters
  Score: Raw -262085.865991 + Penalty 2613.668333 = -259472.197658
  nChanged 5
		SP:Iteration 25Q (80930.580000 sec): 3 clusters
  Score: Raw -262088.882713 + Penalty 2613.668333 = -259475.214379
  nChanged 5
		SP:Iteration 26Q (80930.640000 sec): 3 clusters
  Score: Raw -262090.889347 + Penalty 2613.668333 = -259477.221014
  nChanged 6
		SP:Iteration 27Q (80930.700000 sec): 3 clusters
  Score: Raw -262093.212068 + Penalty 2613.668333 = -259479.543734
  nChanged 3
		SP:Iteration 28Q (80930.760000 sec): 3 clusters
  Score: Raw -262094.488996 + Penalty 2613.668333 = -259480.820663
  nChanged 8
		SP:Iteration 29Q (80930.810000 sec): 3 clusters
  Score: Raw -262097.230504 + Penalty 2613.668333 = -259483.562171
  nChanged 7
		SP:Iteration 30Q (80930.870000 sec): 3 clusters
  Score: Raw -262100.553604 + Penalty 2613.668333 = -259486.885271
  nChanged 5
		SP:Iteration 31Q (80930.930000 sec): 3 clusters
  Score: Raw -262102.321273 + Penalty 2613.668333 = -259488.652940
  nChanged 3
		SP:Iteration 32Q (80930.990000 sec): 3 clusters
  Score: Raw -262102.726809 + Penalty 2613.668333 = -259489.058475
  nChanged 1
		SP:Iteration 33Q (80931.050000 sec): 3 clusters
  Score: Raw -262102.841591 + Penalty 2613.668333 = -259489.173257
  nChanged 3
		SP:Iteration 34Q (80931.100000 sec): 3 clusters
  Score: Raw -262104.395321 + Penalty 2613.668333 = -259490.726988
  nChanged 6
		SP:Iteration 35Q (80931.160000 sec): 3 clusters
  Score: Raw -262105.934114 + Penalty 2613.668333 = -259492.265780
  nChanged 5
		SP:Iteration 36Q (80931.220000 sec): 3 clusters
  Score: Raw -262106.780593 + Penalty 2613.668333 = -259493.112259
  nChanged 2
		SP:Iteration 37Q (80931.280000 sec): 3 clusters
  Score: Raw -262107.298735 + Penalty 2613.668333 = -259493.630401
  nChanged 3
		SP:Iteration 38Q (80931.340000 sec): 3 clusters
  Score: Raw -262108.401506 + Penalty 2613.668333 = -259494.733172
  nChanged 4
		SP:Iteration 39Q (80931.400000 sec): 3 clusters
  Score: Raw -262109.342644 + Penalty 2613.668333 = -259495.674311
  nChanged 4
		SP:Iteration 40F (80931.460000 sec): 3 clusters
  Score: Raw -262111.506560 + Penalty 2613.668333 = -259497.838227
  nChanged 10
		SP:Iteration 41Q (80931.520000 sec): 3 clusters
  Score: Raw -262116.297030 + Penalty 2613.668333 = -259502.628697
  nChanged 14
		SP:Iteration 42Q (80931.570000 sec): 3 clusters
  Score: Raw -262122.756627 + Penalty 2613.668333 = -259509.088294
  nChanged 21
		SP:Iteration 43Q (80931.630000 sec): 3 clusters
  Score: Raw -262129.678302 + Penalty 2613.668333 = -259516.009969
  nChanged 16
		SP:Iteration 44Q (80931.690000 sec): 3 clusters
  Score: Raw -262134.294240 + Penalty 2613.668333 = -259520.625906
  nChanged 11
		SP:Iteration 45Q (80931.750000 sec): 3 clusters
  Score: Raw -262137.773402 + Penalty 2613.668333 = -259524.105069
  nChanged 12
		SP:Iteration 46Q (80931.800000 sec): 3 clusters
  Score: Raw -262141.978787 + Penalty 2613.668333 = -259528.310454
  nChanged 14
		SP:Iteration 47Q (80931.860000 sec): 3 clusters
  Score: Raw -262146.191220 + Penalty 2613.668333 = -259532.522887
  nChanged 16
		SP:Iteration 48Q (80931.920000 sec): 3 clusters
  Score: Raw -262155.387621 + Penalty 2613.668333 = -259541.719288
  nChanged 10
		SP:Iteration 49Q (80931.980000 sec): 3 clusters
  Score: Raw -262162.237943 + Penalty 2613.668333 = -259548.569609
  nChanged 14
		SP:Iteration 50Q (80932.040000 sec): 3 clusters
  Score: Raw -262172.878240 + Penalty 2613.668333 = -259559.209907
  nChanged 21
		SP:Iteration 51Q (80932.100000 sec): 3 clusters
  Score: Raw -262183.972495 + Penalty 2613.668333 = -259570.304161
  nChanged 23
		SP:Iteration 52Q (80932.160000 sec): 3 clusters
  Score: Raw -262195.446565 + Penalty 2613.668333 = -259581.778232
  nChanged 17
		SP:Iteration 53Q (80932.210000 sec): 3 clusters
  Score: Raw -262202.386079 + Penalty 2613.668333 = -259588.717746
  nChanged 12
		SP:Iteration 54Q (80932.270000 sec): 3 clusters
  Score: Raw -262206.589260 + Penalty 2613.668333 = -259592.920926
  nChanged 11
		SP:Iteration 55Q (80932.330000 sec): 3 clusters
  Score: Raw -262212.257551 + Penalty 2613.668333 = -259598.589218
  nChanged 16
		SP:Iteration 56Q (80932.380000 sec): 3 clusters
  Score: Raw -262221.187893 + Penalty 2613.668333 = -259607.519559
  nChanged 9
		SP:Iteration 57Q (80932.440000 sec): 3 clusters
  Score: Raw -262224.431978 + Penalty 2613.668333 = -259610.763645
  nChanged 10
		SP:Iteration 58Q (80932.500000 sec): 3 clusters
  Score: Raw -262228.875468 + Penalty 2613.668333 = -259615.207134
  nChanged 10
		SP:Iteration 59Q (80932.560000 sec): 3 clusters
  Score: Raw -262233.078089 + Penalty 2613.668333 = -259619.409755
  nChanged 13
		SP:Iteration 60F (80932.620000 sec): 3 clusters
  Score: Raw -262239.630523 + Penalty 2613.668333 = -259625.962190
  nChanged 13
		SP:Iteration 61Q (80932.680000 sec): 3 clusters
  Score: Raw -262245.649197 + Penalty 2613.668333 = -259631.980864
  nChanged 13
		SP:Iteration 62Q (80932.730000 sec): 3 clusters
  Score: Raw -262251.829394 + Penalty 2613.668333 = -259638.161061
  nChanged 20
		SP:Iteration 63Q (80932.790000 sec): 3 clusters
  Score: Raw -262261.589343 + Penalty 2613.668333 = -259647.921009
  nChanged 21
		SP:Iteration 64Q (80932.850000 sec): 3 clusters
  Score: Raw -262271.969775 + Penalty 2613.668333 = -259658.301442
  nChanged 22
		SP:Iteration 65Q (80932.910000 sec): 3 clusters
  Score: Raw -262282.828652 + Penalty 2613.668333 = -259669.160319
  nChanged 24
		SP:Iteration 66Q (80932.960000 sec): 3 clusters
  Score: Raw -262295.904186 + Penalty 2613.668333 = -259682.235853
  nChanged 25
		SP:Iteration 67Q (80933.020000 sec): 3 clusters
  Score: Raw -262312.706690 + Penalty 2613.668333 = -259699.038357
  nChanged 29
		SP:Iteration 68Q (80933.080000 sec): 3 clusters
  Score: Raw -262334.013411 + Penalty 2613.668333 = -259720.345078
  nChanged 19
		SP:Iteration 69Q (80933.140000 sec): 3 clusters
  Score: Raw -262344.368120 + Penalty 2613.668333 = -259730.699786
  nChanged 24
		SP:Iteration 70Q (80933.200000 sec): 3 clusters
  Score: Raw -262354.657908 + Penalty 2613.668333 = -259740.989574
  nChanged 15
		SP:Iteration 71Q (80933.250000 sec): 3 clusters
  Score: Raw -262360.582029 + Penalty 2613.668333 = -259746.913696
  nChanged 15
		SP:Iteration 72Q (80933.310000 sec): 3 clusters
  Score: Raw -262366.151492 + Penalty 2613.668333 = -259752.483159
  nChanged 15
		SP:Iteration 73Q (80933.370000 sec): 3 clusters
  Score: Raw -262372.401780 + Penalty 2613.668333 = -259758.733447
  nChanged 19
		SP:Iteration 74Q (80933.430000 sec): 3 clusters
  Score: Raw -262382.595680 + Penalty 2613.668333 = -259768.927346
  nChanged 14
		SP:Iteration 75Q (80933.480000 sec): 3 clusters
  Score: Raw -262388.589354 + Penalty 2613.668333 = -259774.921021
  nChanged 12
		SP:Iteration 76Q (80933.540000 sec): 3 clusters
  Score: Raw -262394.062004 + Penalty 2613.668333 = -259780.393671
  nChanged 15
		SP:Iteration 77Q (80933.600000 sec): 3 clusters
  Score: Raw -262398.552574 + Penalty 2613.668333 = -259784.884240
  nChanged 6
		SP:Iteration 78Q (80933.660000 sec): 3 clusters
  Score: Raw -262400.933636 + Penalty 2613.668333 = -259787.265302
  nChanged 11
		SP:Iteration 79Q (80933.710000 sec): 3 clusters
  Score: Raw -262403.867126 + Penalty 2613.668333 = -259790.198793
  nChanged 12
		SP:Iteration 80F (80933.770000 sec): 3 clusters
  Score: Raw -262408.322779 + Penalty 2613.668333 = -259794.654446
  nChanged 14
		SP:Iteration 81Q (80933.830000 sec): 3 clusters
  Score: Raw -262415.144370 + Penalty 2613.668333 = -259801.476037
  nChanged 19
		SP:Iteration 82Q (80933.890000 sec): 3 clusters
  Score: Raw -262423.943816 + Penalty 2613.668333 = -259810.275483
  nChanged 18
		SP:Iteration 83Q (80933.940000 sec): 3 clusters
  Score: Raw -262434.624373 + Penalty 2613.668333 = -259820.956039
  nChanged 23
		SP:Iteration 84Q (80934.000000 sec): 3 clusters
  Score: Raw -262445.501482 + Penalty 2613.668333 = -259831.833149
  nChanged 17
		SP:Iteration 85Q (80934.060000 sec): 3 clusters
  Score: Raw -262455.915115 + Penalty 2613.668333 = -259842.246782
  nChanged 24
		SP:Iteration 86Q (80934.120000 sec): 3 clusters
  Score: Raw -262469.095311 + Penalty 2613.668333 = -259855.426978
  nChanged 17
		SP:Iteration 87Q (80934.180000 sec): 3 clusters
  Score: Raw -262476.420763 + Penalty 2613.668333 = -259862.752430
  nChanged 15
		SP:Iteration 88Q (80934.230000 sec): 3 clusters
  Score: Raw -262482.099468 + Penalty 2613.668333 = -259868.431135
  nChanged 10
		SP:Iteration 89Q (80934.290000 sec): 3 clusters
  Score: Raw -262486.236021 + Penalty 2613.668333 = -259872.567688
  nChanged 7
		SP:Iteration 90Q (80934.340000 sec): 3 clusters
  Score: Raw -262489.586010 + Penalty 2613.668333 = -259875.917677
  nChanged 9
		SP:Iteration 91Q (80934.400000 sec): 3 clusters
  Score: Raw -262492.741041 + Penalty 2613.668333 = -259879.072708
  nChanged 7
		SP:Iteration 92Q (80934.460000 sec): 3 clusters
  Score: Raw -262495.812065 + Penalty 2613.668333 = -259882.143732
  nChanged 5
		SP:Iteration 93Q (80934.520000 sec): 3 clusters
  Score: Raw -262496.660589 + Penalty 2613.668333 = -259882.992256
  nChanged 2
		SP:Iteration 94Q (80934.570000 sec): 3 clusters
  Score: Raw -262497.549908 + Penalty 2613.668333 = -259883.881574
  nChanged 5
		SP:Iteration 95Q (80934.630000 sec): 3 clusters
  Score: Raw -262498.509011 + Penalty 2613.668333 = -259884.840678
  nChanged 3
		SP:Iteration 96Q (80934.690000 sec): 3 clusters
  Score: Raw -262498.891642 + Penalty 2613.668333 = -259885.223309
  nChanged 2
		SP:Iteration 97Q (80934.740000 sec): 3 clusters
  Score: Raw -262499.309361 + Penalty 2613.668333 = -259885.641028
  nChanged 6
		SP:Iteration 98Q (80934.800000 sec): 3 clusters
  Score: Raw -262501.997539 + Penalty 2613.668333 = -259888.329205
  nChanged 8
		SP:Iteration 99Q (80934.860000 sec): 3 clusters
  Score: Raw -262504.119284 + Penalty 2613.668333 = -259890.450951
  nChanged 7
		SP:Iteration 100F (80934.920000 sec): 3 clusters
  Score: Raw -262506.777994 + Penalty 2613.668333 = -259893.109660
  nChanged 7
		SP:Iteration 101Q (80934.970000 sec): 3 clusters
  Score: Raw -262508.984766 + Penalty 2613.668333 = -259895.316432
  nChanged 2
		SP:Iteration 102Q (80935.030000 sec): 3 clusters
  Score: Raw -262509.494907 + Penalty 2613.668333 = -259895.826573
  nChanged 1
		SP:Iteration 103Q (80935.090000 sec): 3 clusters
  Score: Raw -262509.963939 + Penalty 2613.668333 = -259896.295606
  nChanged 1
		SP:Iteration 104Q (80935.140000 sec): 3 clusters
  Score: Raw -262510.968722 + Penalty 2613.668333 = -259897.300388
  nChanged 4
		SP:Iteration 105Q (80935.200000 sec): 3 clusters
  Score: Raw -262512.071180 + Penalty 2613.668333 = -259898.402847
  nChanged 2
		SP:Iteration 106Q (80935.260000 sec): 3 clusters
  Score: Raw -262512.299070 + Penalty 2613.668333 = -259898.630736
  nChanged 1
		SP:Iteration 107Q (80935.320000 sec): 3 clusters
  Score: Raw -262512.369489 + Penalty 2613.668333 = -259898.701156
  nChanged 1
		SP:Iteration 108Q (80935.370000 sec): 3 clusters
  Score: Raw -262512.574055 + Penalty 2613.668333 = -259898.905722
  nChanged 2
		SP:Iteration 109Q (80935.430000 sec): 3 clusters
  Score: Raw -262512.908420 + Penalty 2613.668333 = -259899.240087
  nChanged 0
		SP:Iteration 110F (80935.490000 sec): 3 clusters
  Score: Raw -262512.908420 + Penalty 2613.668333 = -259899.240087
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 28 (3476 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (80935.560000 sec): 2 clusters
  Score: Raw -310658.621043 + Penalty 1324.966092 = -309333.654952
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (80935.630000 sec): 3 clusters
  Score: Raw -308965.651590 + Penalty 2649.932183 = -306315.719407
  nChanged 1312
		SP:Iteration 1F (80935.700000 sec): 3 clusters
  Score: Raw -309754.475732 + Penalty 2649.932183 = -307104.543549
  nChanged 305
		SP:Iteration 2F (80935.760000 sec): 3 clusters
  Score: Raw -310007.589081 + Penalty 2649.932183 = -307357.656898
  nChanged 237
		SP:Iteration 3F (80935.820000 sec): 3 clusters
  Score: Raw -310216.567639 + Penalty 2649.932183 = -307566.635456
  nChanged 188
		SP:Iteration 4F (80935.890000 sec): 3 clusters
  Score: Raw -310375.210876 + Penalty 2649.932183 = -307725.278693
  nChanged 147
		SP:Iteration 5Q (80935.960000 sec): 3 clusters
  Score: Raw -310523.769368 + Penalty 2649.932183 = -307873.837185
  nChanged 128
		SP:Iteration 6Q (80936.020000 sec): 3 clusters
  Score: Raw -310655.160357 + Penalty 2649.932183 = -308005.228174
  nChanged 108
		SP:Iteration 7Q (80936.080000 sec): 3 clusters
  Score: Raw -310779.155317 + Penalty 2649.932183 = -308129.223133
  nChanged 106
		SP:Iteration 8Q (80936.150000 sec): 3 clusters
  Score: Raw -310850.110655 + Penalty 2649.932183 = -308200.178472
  nChanged 87
		SP:Iteration 9Q (80936.220000 sec): 3 clusters
  Score: Raw -310906.745854 + Penalty 2649.932183 = -308256.813671
  nChanged 75
		SP:Iteration 10Q (80936.280000 sec): 3 clusters
  Score: Raw -310946.048615 + Penalty 2649.932183 = -308296.116432
  nChanged 67
		SP:Iteration 11Q (80936.340000 sec): 3 clusters
  Score: Raw -310977.235567 + Penalty 2649.932183 = -308327.303384
  nChanged 65
		SP:Iteration 12Q (80936.410000 sec): 3 clusters
  Score: Raw -311007.040761 + Penalty 2649.932183 = -308357.108578
  nChanged 63
		SP:Iteration 13Q (80936.470000 sec): 3 clusters
  Score: Raw -311034.294344 + Penalty 2649.932183 = -308384.362161
  nChanged 70
		SP:Iteration 14Q (80936.540000 sec): 3 clusters
  Score: Raw -311065.656118 + Penalty 2649.932183 = -308415.723935
  nChanged 60
		SP:Iteration 15Q (80936.600000 sec): 3 clusters
  Score: Raw -311092.244970 + Penalty 2649.932183 = -308442.312787
  nChanged 56
		SP:Iteration 16Q (80936.670000 sec): 3 clusters
  Score: Raw -311114.317596 + Penalty 2649.932183 = -308464.385413
  nChanged 58
		SP:Iteration 17Q (80936.730000 sec): 3 clusters
  Score: Raw -311146.472620 + Penalty 2649.932183 = -308496.540437
  nChanged 75
		SP:Iteration 18Q (80936.800000 sec): 3 clusters
  Score: Raw -311182.690957 + Penalty 2649.932183 = -308532.758774
  nChanged 72
		SP:Iteration 19Q (80936.860000 sec): 3 clusters
  Score: Raw -311216.662459 + Penalty 2649.932183 = -308566.730276
  nChanged 72
		SP:Iteration 20F (80936.920000 sec): 3 clusters
  Score: Raw -311248.337636 + Penalty 2649.932183 = -308598.405452
  nChanged 65
		SP:Iteration 21Q (80936.990000 sec): 3 clusters
  Score: Raw -311277.679900 + Penalty 2649.932183 = -308627.747717
  nChanged 74
		SP:Iteration 22Q (80937.050000 sec): 3 clusters
  Score: Raw -311313.326477 + Penalty 2649.932183 = -308663.394294
  nChanged 91
		SP:Iteration 23Q (80937.120000 sec): 3 clusters
  Score: Raw -311362.918538 + Penalty 2649.932183 = -308712.986355
  nChanged 104
		SP:Iteration 24Q (80937.180000 sec): 3 clusters
  Score: Raw -311424.004752 + Penalty 2649.932183 = -308774.072569
  nChanged 113
		SP:Iteration 25Q (80937.240000 sec): 3 clusters
  Score: Raw -311505.454837 + Penalty 2649.932183 = -308855.522654
  nChanged 104
		SP:Iteration 26Q (80937.310000 sec): 3 clusters
  Score: Raw -311579.340416 + Penalty 2649.932183 = -308929.408233
  nChanged 94
		SP:Iteration 27Q (80937.380000 sec): 3 clusters
  Score: Raw -311649.539354 + Penalty 2649.932183 = -308999.607171
  nChanged 90
		SP:Iteration 28Q (80937.440000 sec): 3 clusters
  Score: Raw -311721.825142 + Penalty 2649.932183 = -309071.892959
  nChanged 69
		SP:Iteration 29Q (80937.500000 sec): 3 clusters
  Score: Raw -311773.811361 + Penalty 2649.932183 = -309123.879178
  nChanged 56
		SP:Iteration 30Q (80937.570000 sec): 3 clusters
  Score: Raw -311820.346814 + Penalty 2649.932183 = -309170.414631
  nChanged 42
		SP:Iteration 31Q (80937.630000 sec): 3 clusters
  Score: Raw -311852.197093 + Penalty 2649.932183 = -309202.264910
  nChanged 36
		SP:Iteration 32Q (80937.700000 sec): 3 clusters
  Score: Raw -311885.419224 + Penalty 2649.932183 = -309235.487040
  nChanged 41
		SP:Iteration 33Q (80937.760000 sec): 3 clusters
  Score: Raw -311916.153065 + Penalty 2649.932183 = -309266.220882
  nChanged 24
		SP:Iteration 34Q (80937.820000 sec): 3 clusters
  Score: Raw -311934.080802 + Penalty 2649.932183 = -309284.148619
  nChanged 23
		SP:Iteration 35Q (80937.880000 sec): 3 clusters
  Score: Raw -311948.699775 + Penalty 2649.932183 = -309298.767592
  nChanged 17
		SP:Iteration 36Q (80937.940000 sec): 3 clusters
  Score: Raw -311960.504125 + Penalty 2649.932183 = -309310.571942
  nChanged 14
		SP:Iteration 37Q (80938.000000 sec): 3 clusters
  Score: Raw -311970.875131 + Penalty 2649.932183 = -309320.942948
  nChanged 9
		SP:Iteration 38Q (80938.060000 sec): 3 clusters
  Score: Raw -311976.240628 + Penalty 2649.932183 = -309326.308445
  nChanged 7
		SP:Iteration 39Q (80938.130000 sec): 3 clusters
  Score: Raw -311980.096554 + Penalty 2649.932183 = -309330.164371
  nChanged 3
		SP:Iteration 40F (80938.190000 sec): 3 clusters
  Score: Raw -311981.430403 + Penalty 2649.932183 = -309331.498220
  nChanged 4
		SP:Iteration 41Q (80938.250000 sec): 3 clusters
  Score: Raw -311983.205049 + Penalty 2649.932183 = -309333.272866
  nChanged 3
		SP:Iteration 42Q (80938.310000 sec): 3 clusters
  Score: Raw -311984.900160 + Penalty 2649.932183 = -309334.967977
  nChanged 1
		SP:Iteration 43Q (80938.370000 sec): 3 clusters
  Score: Raw -311985.364344 + Penalty 2649.932183 = -309335.432161
  nChanged 1
		SP:Iteration 44Q (80938.440000 sec): 3 clusters
  Score: Raw -311985.535171 + Penalty 2649.932183 = -309335.602988
  nChanged 2
		SP:Iteration 45Q (80938.500000 sec): 3 clusters
  Score: Raw -311986.073853 + Penalty 2649.932183 = -309336.141670
  nChanged 1
		SP:Iteration 46Q (80938.560000 sec): 3 clusters
  Score: Raw -311986.559065 + Penalty 2649.932183 = -309336.626882
  nChanged 0
		SP:Iteration 47F (80938.620000 sec): 3 clusters
  Score: Raw -311986.559065 + Penalty 2649.932183 = -309336.626882
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 105.
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 29 (20272 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (80938.860000 sec): 2 clusters
  Score: Raw -1841191.710321 + Penalty 1611.511834 = -1839580.198487
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (80939.110000 sec): 3 clusters
  Score: Raw -1828989.953352 + Penalty 3223.023668 = -1825766.929683
  nChanged 9189
		SP:Iteration 1F (80939.380000 sec): 3 clusters
  Score: Raw -1833993.629754 + Penalty 3223.023668 = -1830770.606086
  nChanged 916
		SP:Iteration 2Q (80939.640000 sec): 3 clusters
  Score: Raw -1834272.002632 + Penalty 3223.023668 = -1831048.978963
  nChanged 841
		SP:Iteration 3Q (80939.900000 sec): 3 clusters
  Score: Raw -1834535.338291 + Penalty 3223.023668 = -1831312.314623
  nChanged 872
		SP:Iteration 4Q (80940.150000 sec): 3 clusters
  Score: Raw -1834853.656144 + Penalty 3223.023668 = -1831630.632475
  nChanged 913
		SP:Iteration 5Q (80940.420000 sec): 3 clusters
  Score: Raw -1835230.453677 + Penalty 3223.023668 = -1832007.430008
  nChanged 1032
		SP:Iteration 6F (80940.670000 sec): 3 clusters
  Score: Raw -1835716.885666 + Penalty 3223.023668 = -1832493.861997
  nChanged 1091
		SP:Iteration 7F (80940.920000 sec): 3 clusters
  Score: Raw -1836335.842486 + Penalty 3223.023668 = -1833112.818817
  nChanged 1220
		SP:Iteration 8F (80941.180000 sec): 3 clusters
  Score: Raw -1837113.503388 + Penalty 3223.023668 = -1833890.479720
  nChanged 1184
		SP:Iteration 9F (80941.430000 sec): 3 clusters
  Score: Raw -1837984.366826 + Penalty 3223.023668 = -1834761.343158
  nChanged 1154
		SP:Iteration 10F (80941.680000 sec): 3 clusters
  Score: Raw -1838965.318821 + Penalty 3223.023668 = -1835742.295153
  nChanged 979
		SP:Iteration 11Q (80941.950000 sec): 3 clusters
  Score: Raw -1839844.578309 + Penalty 3223.023668 = -1836621.554640
  nChanged 709
		SP:Iteration 12Q (80942.220000 sec): 3 clusters
  Score: Raw -1840483.840941 + Penalty 3223.023668 = -1837260.817273
  nChanged 442
		SP:Iteration 13Q (80942.470000 sec): 3 clusters
  Score: Raw -1840859.483360 + Penalty 3223.023668 = -1837636.459692
  nChanged 238
		SP:Iteration 14Q (80942.700000 sec): 3 clusters
  Score: Raw -1841071.257931 + Penalty 3223.023668 = -1837848.234262
  nChanged 123
		SP:Iteration 15Q (80942.940000 sec): 3 clusters
  Score: Raw -1841198.962037 + Penalty 3223.023668 = -1837975.938368
  nChanged 64
		SP:Iteration 16Q (80943.160000 sec): 3 clusters
  Score: Raw -1841270.430809 + Penalty 3223.023668 = -1838047.407140
  nChanged 44
		SP:Iteration 17Q (80943.400000 sec): 3 clusters
  Score: Raw -1841312.876421 + Penalty 3223.023668 = -1838089.852752
  nChanged 22
		SP:Iteration 18Q (80943.620000 sec): 3 clusters
  Score: Raw -1841337.892904 + Penalty 3223.023668 = -1838114.869236
  nChanged 20
		SP:Iteration 19Q (80943.880000 sec): 3 clusters
  Score: Raw -1841358.369664 + Penalty 3223.023668 = -1838135.345996
  nChanged 16
		SP:Iteration 20F (80944.130000 sec): 3 clusters
  Score: Raw -1841374.941960 + Penalty 3223.023668 = -1838151.918292
  nChanged 11
		SP:Iteration 21Q (80944.340000 sec): 3 clusters
  Score: Raw -1841384.655512 + Penalty 3223.023668 = -1838161.631844
  nChanged 8
		SP:Iteration 22Q (80944.550000 sec): 3 clusters
  Score: Raw -1841393.004192 + Penalty 3223.023668 = -1838169.980523
  nChanged 9
		SP:Iteration 23Q (80944.800000 sec): 3 clusters
  Score: Raw -1841399.410340 + Penalty 3223.023668 = -1838176.386671
  nChanged 3
		SP:Iteration 24Q (80945.020000 sec): 3 clusters
  Score: Raw -1841404.179931 + Penalty 3223.023668 = -1838181.156263
  nChanged 4
		SP:Iteration 25Q (80945.270000 sec): 3 clusters
  Score: Raw -1841407.951931 + Penalty 3223.023668 = -1838184.928263
  nChanged 2
		SP:Iteration 26Q (80945.500000 sec): 3 clusters
  Score: Raw -1841411.094385 + Penalty 3223.023668 = -1838188.070717
  nChanged 3
		SP:Iteration 27Q (80945.730000 sec): 3 clusters
  Score: Raw -1841414.140791 + Penalty 3223.023668 = -1838191.117123
  nChanged 0
		SP:Iteration 28F (80945.980000 sec): 3 clusters
  Score: Raw -1841414.140791 + Penalty 3223.023668 = -1838191.117123
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 30 (933 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (80946.030000 sec): 2 clusters
  Score: Raw -62120.688224 + Penalty 1111.240845 = -61009.447379
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (80946.050000 sec): 3 clusters
  Score: Raw -61897.366331 + Penalty 2222.481690 = -59674.884641
  nChanged 279
		SP:Iteration 1F (80946.070000 sec): 3 clusters
  Score: Raw -62250.767597 + Penalty 2222.481690 = -60028.285906
  nChanged 80
		SP:Iteration 2F (80946.090000 sec): 3 clusters
  Score: Raw -62368.596113 + Penalty 2222.481690 = -60146.114423
  nChanged 44
		SP:Iteration 3Q (80946.110000 sec): 3 clusters
  Score: Raw -62420.787871 + Penalty 2222.481690 = -60198.306181
  nChanged 25
		SP:Iteration 4Q (80946.130000 sec): 3 clusters
  Score: Raw -62451.977803 + Penalty 2222.481690 = -60229.496113
  nChanged 10
		SP:Iteration 5Q (80946.150000 sec): 3 clusters
  Score: Raw -62458.261828 + Penalty 2222.481690 = -60235.780137
  nChanged 9
		SP:Iteration 6Q (80946.170000 sec): 3 clusters
  Score: Raw -62466.124772 + Penalty 2222.481690 = -60243.643082
  nChanged 8
		SP:Iteration 7Q (80946.190000 sec): 3 clusters
  Score: Raw -62477.200528 + Penalty 2222.481690 = -60254.718838
  nChanged 5
		SP:Iteration 8Q (80946.210000 sec): 3 clusters
  Score: Raw -62480.393247 + Penalty 2222.481690 = -60257.911557
  nChanged 1
		SP:Iteration 9Q (80946.230000 sec): 3 clusters
  Score: Raw -62483.593045 + Penalty 2222.481690 = -60261.111355
  nChanged 3
		SP:Iteration 10Q (80946.240000 sec): 3 clusters
  Score: Raw -62485.814304 + Penalty 2222.481690 = -60263.332614
  nChanged 5
		SP:Iteration 11Q (80946.260000 sec): 3 clusters
  Score: Raw -62491.889333 + Penalty 2222.481690 = -60269.407643
  nChanged 7
		SP:Iteration 12Q (80946.280000 sec): 3 clusters
  Score: Raw -62502.147688 + Penalty 2222.481690 = -60279.665998
  nChanged 6
		SP:Iteration 13Q (80946.300000 sec): 3 clusters
  Score: Raw -62505.089923 + Penalty 2222.481690 = -60282.608233
  nChanged 5
		SP:Iteration 14Q (80946.320000 sec): 3 clusters
  Score: Raw -62510.807593 + Penalty 2222.481690 = -60288.325902
  nChanged 4
		SP:Iteration 15Q (80946.340000 sec): 3 clusters
  Score: Raw -62516.569272 + Penalty 2222.481690 = -60294.087582
  nChanged 5
		SP:Iteration 16Q (80946.360000 sec): 3 clusters
  Score: Raw -62526.041329 + Penalty 2222.481690 = -60303.559639
  nChanged 6
		SP:Iteration 17Q (80946.380000 sec): 3 clusters
  Score: Raw -62533.145348 + Penalty 2222.481690 = -60310.663658
  nChanged 7
		SP:Iteration 18Q (80946.400000 sec): 3 clusters
  Score: Raw -62545.317020 + Penalty 2222.481690 = -60322.835330
  nChanged 8
		SP:Iteration 19Q (80946.420000 sec): 3 clusters
  Score: Raw -62558.689054 + Penalty 2222.481690 = -60336.207364
  nChanged 8
		SP:Iteration 20F (80946.430000 sec): 3 clusters
  Score: Raw -62577.374574 + Penalty 2222.481690 = -60354.892884
  nChanged 8
		SP:Iteration 21Q (80946.450000 sec): 3 clusters
  Score: Raw -62586.147057 + Penalty 2222.481690 = -60363.665367
  nChanged 3
		SP:Iteration 22Q (80946.470000 sec): 3 clusters
  Score: Raw -62588.365200 + Penalty 2222.481690 = -60365.883510
  nChanged 2
		SP:Iteration 23Q (80946.490000 sec): 3 clusters
  Score: Raw -62589.975492 + Penalty 2222.481690 = -60367.493802
  nChanged 0
		SP:Iteration 24F (80946.500000 sec): 3 clusters
  Score: Raw -62589.975492 + Penalty 2222.481690 = -60367.493802
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 31 (516 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (80946.540000 sec): 2 clusters
  Score: Raw -47699.621489 + Penalty 1014.992349 = -46684.629140
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (80946.550000 sec): 3 clusters
  Score: Raw -47610.801193 + Penalty 2029.984699 = -45580.816494
  nChanged 122
		SP:Iteration 1F (80946.560000 sec): 3 clusters
  Score: Raw -47779.301665 + Penalty 2029.984699 = -45749.316966
  nChanged 35
		SP:Iteration 2F (80946.570000 sec): 3 clusters
  Score: Raw -47852.791113 + Penalty 2029.984699 = -45822.806414
  nChanged 19
		SP:Iteration 3Q (80946.580000 sec): 3 clusters
  Score: Raw -47885.108035 + Penalty 2029.984699 = -45855.123336
  nChanged 15
		SP:Iteration 4Q (80946.590000 sec): 3 clusters
  Score: Raw -47908.161059 + Penalty 2029.984699 = -45878.176360
  nChanged 5
		SP:Iteration 5Q (80946.600000 sec): 3 clusters
  Score: Raw -47915.286557 + Penalty 2029.984699 = -45885.301859
  nChanged 2
		SP:Iteration 6Q (80946.620000 sec): 3 clusters
  Score: Raw -47919.473495 + Penalty 2029.984699 = -45889.488796
  nChanged 3
		SP:Iteration 7Q (80946.620000 sec): 3 clusters
  Score: Raw -47922.012696 + Penalty 2029.984699 = -45892.027997
  nChanged 1
		SP:Iteration 8Q (80946.640000 sec): 3 clusters
  Score: Raw -47922.861690 + Penalty 2029.984699 = -45892.876991
  nChanged 0
		SP:Iteration 9F (80946.650000 sec): 3 clusters
  Score: Raw -47922.861690 + Penalty 2029.984699 = -45892.876991
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 32 (6224 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (80946.740000 sec): 2 clusters
  Score: Raw -562946.881171 + Penalty 1419.627311 = -561527.253860
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (80946.860000 sec): 3 clusters
  Score: Raw -559669.132909 + Penalty 2839.254621 = -556829.878288
  nChanged 2521
		SP:Iteration 1F (80946.960000 sec): 3 clusters
  Score: Raw -561129.592899 + Penalty 2839.254621 = -558290.338278
  nChanged 498
		SP:Iteration 2F (80947.060000 sec): 3 clusters
  Score: Raw -561514.452214 + Penalty 2839.254621 = -558675.197593
  nChanged 428
		SP:Iteration 3F (80947.170000 sec): 3 clusters
  Score: Raw -561873.967340 + Penalty 2839.254621 = -559034.712718
  nChanged 403
		SP:Iteration 4F (80947.270000 sec): 3 clusters
  Score: Raw -562213.085967 + Penalty 2839.254621 = -559373.831345
  nChanged 337
		SP:Iteration 5F (80947.380000 sec): 3 clusters
  Score: Raw -562457.971863 + Penalty 2839.254621 = -559618.717242
  nChanged 283
		SP:Iteration 6Q (80947.480000 sec): 3 clusters
  Score: Raw -562642.728306 + Penalty 2839.254621 = -559803.473684
  nChanged 243
		SP:Iteration 7Q (80947.590000 sec): 3 clusters
  Score: Raw -562784.632997 + Penalty 2839.254621 = -559945.378376
  nChanged 206
		SP:Iteration 8Q (80947.690000 sec): 3 clusters
  Score: Raw -562922.575229 + Penalty 2839.254621 = -560083.320607
  nChanged 194
		SP:Iteration 9Q (80947.800000 sec): 3 clusters
  Score: Raw -563026.155155 + Penalty 2839.254621 = -560186.900534
  nChanged 161
		SP:Iteration 10Q (80947.900000 sec): 3 clusters
  Score: Raw -563103.917193 + Penalty 2839.254621 = -560264.662572
  nChanged 147
		SP:Iteration 11Q (80948.010000 sec): 3 clusters
  Score: Raw -563177.200477 + Penalty 2839.254621 = -560337.945856
  nChanged 119
		SP:Iteration 12Q (80948.110000 sec): 3 clusters
  Score: Raw -563239.385844 + Penalty 2839.254621 = -560400.131223
  nChanged 98
		SP:Iteration 13Q (80948.220000 sec): 3 clusters
  Score: Raw -563313.240860 + Penalty 2839.254621 = -560473.986238
  nChanged 99
		SP:Iteration 14Q (80948.320000 sec): 3 clusters
  Score: Raw -563394.460408 + Penalty 2839.254621 = -560555.205787
  nChanged 99
		SP:Iteration 15Q (80948.420000 sec): 3 clusters
  Score: Raw -563471.913120 + Penalty 2839.254621 = -560632.658499
  nChanged 95
		SP:Iteration 16Q (80948.520000 sec): 3 clusters
  Score: Raw -563530.096070 + Penalty 2839.254621 = -560690.841449
  nChanged 88
		SP:Iteration 17Q (80948.630000 sec): 3 clusters
  Score: Raw -563573.606172 + Penalty 2839.254621 = -560734.351551
  nChanged 77
		SP:Iteration 18Q (80948.730000 sec): 3 clusters
  Score: Raw -563618.077336 + Penalty 2839.254621 = -560778.822715
  nChanged 66
		SP:Iteration 19Q (80948.830000 sec): 3 clusters
  Score: Raw -563656.920519 + Penalty 2839.254621 = -560817.665898
  nChanged 67
		SP:Iteration 20F (80948.940000 sec): 3 clusters
  Score: Raw -563701.634927 + Penalty 2839.254621 = -560862.380306
  nChanged 70
		SP:Iteration 21Q (80949.040000 sec): 3 clusters
  Score: Raw -563740.529622 + Penalty 2839.254621 = -560901.275001
  nChanged 59
		SP:Iteration 22Q (80949.140000 sec): 3 clusters
  Score: Raw -563769.303394 + Penalty 2839.254621 = -560930.048773
  nChanged 51
		SP:Iteration 23Q (80949.240000 sec): 3 clusters
  Score: Raw -563793.154177 + Penalty 2839.254621 = -560953.899555
  nChanged 35
		SP:Iteration 24Q (80949.340000 sec): 3 clusters
  Score: Raw -563806.100265 + Penalty 2839.254621 = -560966.845644
  nChanged 26
		SP:Iteration 25Q (80949.440000 sec): 3 clusters
  Score: Raw -563813.110725 + Penalty 2839.254621 = -560973.856103
  nChanged 16
		SP:Iteration 26Q (80949.540000 sec): 3 clusters
  Score: Raw -563816.755797 + Penalty 2839.254621 = -560977.501176
  nChanged 16
		SP:Iteration 27Q (80949.640000 sec): 3 clusters
  Score: Raw -563819.989660 + Penalty 2839.254621 = -560980.735039
  nChanged 11
		SP:Iteration 28Q (80949.740000 sec): 3 clusters
  Score: Raw -563821.981794 + Penalty 2839.254621 = -560982.727172
  nChanged 3
		SP:Iteration 29Q (80949.840000 sec): 3 clusters
  Score: Raw -563822.827460 + Penalty 2839.254621 = -560983.572839
  nChanged 3
		SP:Iteration 30Q (80949.940000 sec): 3 clusters
  Score: Raw -563823.478219 + Penalty 2839.254621 = -560984.223598
  nChanged 4
		SP:Iteration 31Q (80950.040000 sec): 3 clusters
  Score: Raw -563824.214780 + Penalty 2839.254621 = -560984.960159
  nChanged 4
		SP:Iteration 32Q (80950.150000 sec): 3 clusters
  Score: Raw -563824.833276 + Penalty 2839.254621 = -560985.578654
  nChanged 2
		SP:Iteration 33Q (80950.250000 sec): 3 clusters
  Score: Raw -563825.322529 + Penalty 2839.254621 = -560986.067908
  nChanged 4
		SP:Iteration 34Q (80950.350000 sec): 3 clusters
  Score: Raw -563825.796898 + Penalty 2839.254621 = -560986.542276
  nChanged 2
		SP:Iteration 35Q (80950.450000 sec): 3 clusters
  Score: Raw -563825.994445 + Penalty 2839.254621 = -560986.739824
  nChanged 1
		SP:Iteration 36Q (80950.550000 sec): 3 clusters
  Score: Raw -563826.074450 + Penalty 2839.254621 = -560986.819828
  nChanged 2
		SP:Iteration 37Q (80950.650000 sec): 3 clusters
  Score: Raw -563826.261906 + Penalty 2839.254621 = -560987.007285
  nChanged 0
		SP:Iteration 38F (80950.750000 sec): 3 clusters
  Score: Raw -563826.261906 + Penalty 2839.254621 = -560987.007285
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 33 (4698 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (80950.830000 sec): 2 clusters
  Score: Raw -387959.677074 + Penalty 1373.919977 = -386585.757097
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (80950.920000 sec): 3 clusters
  Score: Raw -385512.990700 + Penalty 2747.839954 = -382765.150746
  nChanged 1847
		SP:Iteration 1F (80951.010000 sec): 3 clusters
  Score: Raw -386674.514402 + Penalty 2747.839954 = -383926.674449
  nChanged 428
		SP:Iteration 2F (80951.100000 sec): 3 clusters
  Score: Raw -387083.547610 + Penalty 2747.839954 = -384335.707656
  nChanged 347
		SP:Iteration 3F (80951.180000 sec): 3 clusters
  Score: Raw -387512.753035 + Penalty 2747.839954 = -384764.913082
  nChanged 347
		SP:Iteration 4F (80951.270000 sec): 3 clusters
  Score: Raw -387912.648228 + Penalty 2747.839954 = -385164.808275
  nChanged 325
		SP:Iteration 5F (80951.360000 sec): 3 clusters
  Score: Raw -388241.460833 + Penalty 2747.839954 = -385493.620880
  nChanged 278
		SP:Iteration 6F (80951.440000 sec): 3 clusters
  Score: Raw -388493.324848 + Penalty 2747.839954 = -385745.484894
  nChanged 239
		SP:Iteration 7F (80951.530000 sec): 3 clusters
  Score: Raw -388679.775351 + Penalty 2747.839954 = -385931.935397
  nChanged 184
		SP:Iteration 8Q (80951.620000 sec): 3 clusters
  Score: Raw -388811.088865 + Penalty 2747.839954 = -386063.248911
  nChanged 136
		SP:Iteration 9Q (80951.700000 sec): 3 clusters
  Score: Raw -388899.175912 + Penalty 2747.839954 = -386151.335959
  nChanged 105
		SP:Iteration 10Q (80951.790000 sec): 3 clusters
  Score: Raw -388959.713415 + Penalty 2747.839954 = -386211.873461
  nChanged 81
		SP:Iteration 11Q (80951.880000 sec): 3 clusters
  Score: Raw -389004.638147 + Penalty 2747.839954 = -386256.798193
  nChanged 63
		SP:Iteration 12Q (80951.960000 sec): 3 clusters
  Score: Raw -389034.430486 + Penalty 2747.839954 = -386286.590532
  nChanged 46
		SP:Iteration 13Q (80952.050000 sec): 3 clusters
  Score: Raw -389053.078935 + Penalty 2747.839954 = -386305.238981
  nChanged 40
		SP:Iteration 14Q (80952.140000 sec): 3 clusters
  Score: Raw -389068.518629 + Penalty 2747.839954 = -386320.678675
  nChanged 34
		SP:Iteration 15Q (80952.230000 sec): 3 clusters
  Score: Raw -389085.690871 + Penalty 2747.839954 = -386337.850917
  nChanged 35
		SP:Iteration 16Q (80952.320000 sec): 3 clusters
  Score: Raw -389102.595643 + Penalty 2747.839954 = -386354.755689
  nChanged 42
		SP:Iteration 17Q (80952.400000 sec): 3 clusters
  Score: Raw -389124.168749 + Penalty 2747.839954 = -386376.328796
  nChanged 31
		SP:Iteration 18Q (80952.490000 sec): 3 clusters
  Score: Raw -389141.555137 + Penalty 2747.839954 = -386393.715184
  nChanged 39
		SP:Iteration 19Q (80952.580000 sec): 3 clusters
  Score: Raw -389162.865393 + Penalty 2747.839954 = -386415.025439
  nChanged 34
		SP:Iteration 20F (80952.660000 sec): 3 clusters
  Score: Raw -389182.534591 + Penalty 2747.839954 = -386434.694637
  nChanged 34
		SP:Iteration 21Q (80952.750000 sec): 3 clusters
  Score: Raw -389203.151996 + Penalty 2747.839954 = -386455.312042
  nChanged 40
		SP:Iteration 22Q (80952.840000 sec): 3 clusters
  Score: Raw -389226.902861 + Penalty 2747.839954 = -386479.062908
  nChanged 36
		SP:Iteration 23Q (80952.920000 sec): 3 clusters
  Score: Raw -389251.111923 + Penalty 2747.839954 = -386503.271970
  nChanged 43
		SP:Iteration 24Q (80953.000000 sec): 3 clusters
  Score: Raw -389271.887139 + Penalty 2747.839954 = -386524.047186
  nChanged 21
		SP:Iteration 25Q (80953.090000 sec): 3 clusters
  Score: Raw -389282.748118 + Penalty 2747.839954 = -386534.908164
  nChanged 21
		SP:Iteration 26Q (80953.180000 sec): 3 clusters
  Score: Raw -389293.107475 + Penalty 2747.839954 = -386545.267522
  nChanged 13
		SP:Iteration 27Q (80953.260000 sec): 3 clusters
  Score: Raw -389297.291685 + Penalty 2747.839954 = -386549.451731
  nChanged 13
		SP:Iteration 28Q (80953.350000 sec): 3 clusters
  Score: Raw -389303.107876 + Penalty 2747.839954 = -386555.267923
  nChanged 16
		SP:Iteration 29Q (80953.430000 sec): 3 clusters
  Score: Raw -389309.866875 + Penalty 2747.839954 = -386562.026922
  nChanged 13
		SP:Iteration 30Q (80953.520000 sec): 3 clusters
  Score: Raw -389314.879311 + Penalty 2747.839954 = -386567.039357
  nChanged 10
		SP:Iteration 31Q (80953.600000 sec): 3 clusters
  Score: Raw -389319.726994 + Penalty 2747.839954 = -386571.887040
  nChanged 11
		SP:Iteration 32Q (80953.680000 sec): 3 clusters
  Score: Raw -389323.069250 + Penalty 2747.839954 = -386575.229296
  nChanged 12
		SP:Iteration 33Q (80953.770000 sec): 3 clusters
  Score: Raw -389327.942502 + Penalty 2747.839954 = -386580.102548
  nChanged 10
		SP:Iteration 34Q (80953.850000 sec): 3 clusters
  Score: Raw -389331.542615 + Penalty 2747.839954 = -386583.702662
  nChanged 8
		SP:Iteration 35Q (80953.940000 sec): 3 clusters
  Score: Raw -389334.618709 + Penalty 2747.839954 = -386586.778756
  nChanged 8
		SP:Iteration 36Q (80954.020000 sec): 3 clusters
  Score: Raw -389337.536967 + Penalty 2747.839954 = -386589.697014
  nChanged 8
		SP:Iteration 37Q (80954.110000 sec): 3 clusters
  Score: Raw -389341.079730 + Penalty 2747.839954 = -386593.239776
  nChanged 8
		SP:Iteration 38Q (80954.190000 sec): 3 clusters
  Score: Raw -389343.343499 + Penalty 2747.839954 = -386595.503545
  nChanged 5
		SP:Iteration 39Q (80954.280000 sec): 3 clusters
  Score: Raw -389344.978264 + Penalty 2747.839954 = -386597.138310
  nChanged 4
		SP:Iteration 40F (80954.360000 sec): 3 clusters
  Score: Raw -389345.908337 + Penalty 2747.839954 = -386598.068383
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 106.
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 34 (7992 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (80954.480000 sec): 2 clusters
  Score: Raw -770808.507265 + Penalty 1460.256902 = -769348.250363
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (80954.620000 sec): 3 clusters
  Score: Raw -766416.232389 + Penalty 2920.513804 = -763495.718584
  nChanged 3437
		SP:Iteration 1F (80954.740000 sec): 3 clusters
  Score: Raw -768202.014244 + Penalty 2920.513804 = -765281.500440
  nChanged 439
		SP:Iteration 2F (80954.860000 sec): 3 clusters
  Score: Raw -768417.277337 + Penalty 2920.513804 = -765496.763532
  nChanged 407
		SP:Iteration 3F (80954.980000 sec): 3 clusters
  Score: Raw -768656.246488 + Penalty 2920.513804 = -765735.732684
  nChanged 384
		SP:Iteration 4Q (80955.110000 sec): 3 clusters
  Score: Raw -768857.784078 + Penalty 2920.513804 = -765937.270274
  nChanged 361
		SP:Iteration 5Q (80955.240000 sec): 3 clusters
  Score: Raw -769077.030630 + Penalty 2920.513804 = -766156.516826
  nChanged 371
		SP:Iteration 6Q (80955.380000 sec): 3 clusters
  Score: Raw -769293.071018 + Penalty 2920.513804 = -766372.557214
  nChanged 360
		SP:Iteration 7Q (80955.510000 sec): 3 clusters
  Score: Raw -769499.348848 + Penalty 2920.513804 = -766578.835044
  nChanged 348
		SP:Iteration 8Q (80955.640000 sec): 3 clusters
  Score: Raw -769712.580414 + Penalty 2920.513804 = -766792.066610
  nChanged 350
		SP:Iteration 9Q (80955.770000 sec): 3 clusters
  Score: Raw -769928.050156 + Penalty 2920.513804 = -767007.536352
  nChanged 343
		SP:Iteration 10Q (80955.900000 sec): 3 clusters
  Score: Raw -770128.234524 + Penalty 2920.513804 = -767207.720720
  nChanged 267
		SP:Iteration 11Q (80956.030000 sec): 3 clusters
  Score: Raw -770272.968493 + Penalty 2920.513804 = -767352.454689
  nChanged 247
		SP:Iteration 12Q (80956.160000 sec): 3 clusters
  Score: Raw -770407.132870 + Penalty 2920.513804 = -767486.619066
  nChanged 204
		SP:Iteration 13Q (80956.290000 sec): 3 clusters
  Score: Raw -770518.715345 + Penalty 2920.513804 = -767598.201541
  nChanged 182
		SP:Iteration 14Q (80956.420000 sec): 3 clusters
  Score: Raw -770615.331407 + Penalty 2920.513804 = -767694.817603
  nChanged 159
		SP:Iteration 15Q (80956.550000 sec): 3 clusters
  Score: Raw -770682.271519 + Penalty 2920.513804 = -767761.757715
  nChanged 122
		SP:Iteration 16Q (80956.680000 sec): 3 clusters
  Score: Raw -770734.933805 + Penalty 2920.513804 = -767814.420001
  nChanged 104
		SP:Iteration 17Q (80956.810000 sec): 3 clusters
  Score: Raw -770776.662487 + Penalty 2920.513804 = -767856.148683
  nChanged 94
		SP:Iteration 18Q (80956.930000 sec): 3 clusters
  Score: Raw -770816.482239 + Penalty 2920.513804 = -767895.968434
  nChanged 81
		SP:Iteration 19Q (80957.060000 sec): 3 clusters
  Score: Raw -770844.779670 + Penalty 2920.513804 = -767924.265866
  nChanged 67
		SP:Iteration 20F (80957.180000 sec): 3 clusters
  Score: Raw -770867.564715 + Penalty 2920.513804 = -767947.050911
  nChanged 64
		SP:Iteration 21Q (80957.300000 sec): 3 clusters
  Score: Raw -770886.898268 + Penalty 2920.513804 = -767966.384464
  nChanged 70
		SP:Iteration 22Q (80957.420000 sec): 3 clusters
  Score: Raw -770908.443934 + Penalty 2920.513804 = -767987.930130
  nChanged 53
		SP:Iteration 23Q (80957.540000 sec): 3 clusters
  Score: Raw -770924.254554 + Penalty 2920.513804 = -768003.740750
  nChanged 40
		SP:Iteration 24Q (80957.660000 sec): 3 clusters
  Score: Raw -770935.833272 + Penalty 2920.513804 = -768015.319468
  nChanged 44
		SP:Iteration 25Q (80957.790000 sec): 3 clusters
  Score: Raw -770949.376147 + Penalty 2920.513804 = -768028.862343
  nChanged 41
		SP:Iteration 26Q (80957.910000 sec): 3 clusters
  Score: Raw -770961.015896 + Penalty 2920.513804 = -768040.502092
  nChanged 41
		SP:Iteration 27Q (80958.040000 sec): 3 clusters
  Score: Raw -770973.263907 + Penalty 2920.513804 = -768052.750103
  nChanged 39
		SP:Iteration 28Q (80958.170000 sec): 3 clusters
  Score: Raw -770987.831035 + Penalty 2920.513804 = -768067.317231
  nChanged 52
		SP:Iteration 29Q (80958.290000 sec): 3 clusters
  Score: Raw -771007.989313 + Penalty 2920.513804 = -768087.475509
  nChanged 58
		SP:Iteration 30Q (80958.410000 sec): 3 clusters
  Score: Raw -771030.659474 + Penalty 2920.513804 = -768110.145670
  nChanged 58
		SP:Iteration 31Q (80958.540000 sec): 3 clusters
  Score: Raw -771050.854528 + Penalty 2920.513804 = -768130.340724
  nChanged 46
		SP:Iteration 32Q (80958.670000 sec): 3 clusters
  Score: Raw -771066.112837 + Penalty 2920.513804 = -768145.599033
  nChanged 41
		SP:Iteration 33Q (80958.790000 sec): 3 clusters
  Score: Raw -771081.931470 + Penalty 2920.513804 = -768161.417666
  nChanged 50
		SP:Iteration 34Q (80958.910000 sec): 3 clusters
  Score: Raw -771100.355713 + Penalty 2920.513804 = -768179.841909
  nChanged 50
		SP:Iteration 35Q (80959.040000 sec): 3 clusters
  Score: Raw -771122.210801 + Penalty 2920.513804 = -768201.696997
  nChanged 48
		SP:Iteration 36Q (80959.160000 sec): 3 clusters
  Score: Raw -771141.197667 + Penalty 2920.513804 = -768220.683862
  nChanged 46
		SP:Iteration 37Q (80959.290000 sec): 3 clusters
  Score: Raw -771156.942791 + Penalty 2920.513804 = -768236.428986
  nChanged 41
		SP:Iteration 38Q (80959.410000 sec): 3 clusters
  Score: Raw -771170.373755 + Penalty 2920.513804 = -768249.859951
  nChanged 25
		SP:Iteration 39Q (80959.530000 sec): 3 clusters
  Score: Raw -771179.801263 + Penalty 2920.513804 = -768259.287459
  nChanged 23
		SP:Iteration 40F (80959.660000 sec): 3 clusters
  Score: Raw -771188.065272 + Penalty 2920.513804 = -768267.551468
  nChanged 27
		SP:Iteration 41Q (80959.780000 sec): 3 clusters
  Score: Raw -771196.926385 + Penalty 2920.513804 = -768276.412580
  nChanged 23
		SP:Iteration 42Q (80959.910000 sec): 3 clusters
  Score: Raw -771207.706835 + Penalty 2920.513804 = -768287.193031
  nChanged 25
		SP:Iteration 43Q (80960.030000 sec): 3 clusters
  Score: Raw -771217.588550 + Penalty 2920.513804 = -768297.074746
  nChanged 28
		SP:Iteration 44Q (80960.150000 sec): 3 clusters
  Score: Raw -771228.830767 + Penalty 2920.513804 = -768308.316963
  nChanged 32
		SP:Iteration 45Q (80960.270000 sec): 3 clusters
  Score: Raw -771242.375286 + Penalty 2920.513804 = -768321.861482
  nChanged 27
		SP:Iteration 46Q (80960.390000 sec): 3 clusters
  Score: Raw -771254.442813 + Penalty 2920.513804 = -768333.929009
  nChanged 23
		SP:Iteration 47Q (80960.510000 sec): 3 clusters
  Score: Raw -771262.250102 + Penalty 2920.513804 = -768341.736298
  nChanged 19
		SP:Iteration 48Q (80960.640000 sec): 3 clusters
  Score: Raw -771268.209949 + Penalty 2920.513804 = -768347.696145
  nChanged 22
		SP:Iteration 49Q (80960.760000 sec): 3 clusters
  Score: Raw -771275.782930 + Penalty 2920.513804 = -768355.269126
  nChanged 18
		SP:Iteration 50Q (80960.880000 sec): 3 clusters
  Score: Raw -771282.215513 + Penalty 2920.513804 = -768361.701709
  nChanged 18
		SP:Iteration 51Q (80961.000000 sec): 3 clusters
  Score: Raw -771288.354158 + Penalty 2920.513804 = -768367.840353
  nChanged 11
		SP:Iteration 52Q (80961.120000 sec): 3 clusters
  Score: Raw -771291.402137 + Penalty 2920.513804 = -768370.888333
  nChanged 11
		SP:Iteration 53Q (80961.240000 sec): 3 clusters
  Score: Raw -771295.257393 + Penalty 2920.513804 = -768374.743588
  nChanged 12
		SP:Iteration 54Q (80961.370000 sec): 3 clusters
  Score: Raw -771299.545098 + Penalty 2920.513804 = -768379.031294
  nChanged 17
		SP:Iteration 55Q (80961.490000 sec): 3 clusters
  Score: Raw -771306.147298 + Penalty 2920.513804 = -768385.633494
  nChanged 15
		SP:Iteration 56Q (80961.610000 sec): 3 clusters
  Score: Raw -771310.553790 + Penalty 2920.513804 = -768390.039986
  nChanged 13
		SP:Iteration 57Q (80961.730000 sec): 3 clusters
  Score: Raw -771313.662698 + Penalty 2920.513804 = -768393.148894
  nChanged 6
		SP:Iteration 58Q (80961.850000 sec): 3 clusters
  Score: Raw -771315.277140 + Penalty 2920.513804 = -768394.763336
  nChanged 4
		SP:Iteration 59Q (80961.970000 sec): 3 clusters
  Score: Raw -771316.661781 + Penalty 2920.513804 = -768396.147977
  nChanged 7
		SP:Iteration 60F (80962.090000 sec): 3 clusters
  Score: Raw -771318.595110 + Penalty 2920.513804 = -768398.081306
  nChanged 6
		SP:Iteration 61Q (80962.210000 sec): 3 clusters
  Score: Raw -771319.722266 + Penalty 2920.513804 = -768399.208462
  nChanged 2
		SP:Iteration 62Q (80962.330000 sec): 3 clusters
  Score: Raw -771320.085799 + Penalty 2920.513804 = -768399.571995
  nChanged 3
		SP:Iteration 63Q (80962.460000 sec): 3 clusters
  Score: Raw -771320.528183 + Penalty 2920.513804 = -768400.014379
  nChanged 0
		SP:Iteration 64F (80962.580000 sec): 3 clusters
  Score: Raw -771320.528183 + Penalty 2920.513804 = -768400.014379
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 35 (2144 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (80962.650000 sec): 2 clusters
  Score: Raw -179772.269536 + Penalty 1246.444635 = -178525.824901
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (80962.690000 sec): 3 clusters
  Score: Raw -178829.864974 + Penalty 2492.889270 = -176336.975704
  nChanged 767
		SP:Iteration 1F (80962.730000 sec): 3 clusters
  Score: Raw -179356.425394 + Penalty 2492.889270 = -176863.536124
  nChanged 186
		SP:Iteration 2F (80962.780000 sec): 3 clusters
  Score: Raw -179508.050435 + Penalty 2492.889270 = -177015.161165
  nChanged 127
		SP:Iteration 3F (80962.820000 sec): 3 clusters
  Score: Raw -179604.726502 + Penalty 2492.889270 = -177111.837232
  nChanged 95
		SP:Iteration 4Q (80962.860000 sec): 3 clusters
  Score: Raw -179670.144847 + Penalty 2492.889270 = -177177.255577
  nChanged 71
		SP:Iteration 5Q (80962.900000 sec): 3 clusters
  Score: Raw -179718.127218 + Penalty 2492.889270 = -177225.237948
  nChanged 49
		SP:Iteration 6Q (80962.940000 sec): 3 clusters
  Score: Raw -179756.263770 + Penalty 2492.889270 = -177263.374501
  nChanged 56
		SP:Iteration 7Q (80962.990000 sec): 3 clusters
  Score: Raw -179797.803121 + Penalty 2492.889270 = -177304.913851
  nChanged 40
		SP:Iteration 8Q (80963.030000 sec): 3 clusters
  Score: Raw -179827.529291 + Penalty 2492.889270 = -177334.640021
  nChanged 42
		SP:Iteration 9Q (80963.070000 sec): 3 clusters
  Score: Raw -179854.910740 + Penalty 2492.889270 = -177362.021470
  nChanged 31
		SP:Iteration 10Q (80963.110000 sec): 3 clusters
  Score: Raw -179872.312016 + Penalty 2492.889270 = -177379.422746
  nChanged 27
		SP:Iteration 11Q (80963.150000 sec): 3 clusters
  Score: Raw -179891.062652 + Penalty 2492.889270 = -177398.173382
  nChanged 23
		SP:Iteration 12Q (80963.190000 sec): 3 clusters
  Score: Raw -179909.290130 + Penalty 2492.889270 = -177416.400860
  nChanged 31
		SP:Iteration 13Q (80963.230000 sec): 3 clusters
  Score: Raw -179929.618546 + Penalty 2492.889270 = -177436.729276
  nChanged 28
		SP:Iteration 14Q (80963.270000 sec): 3 clusters
  Score: Raw -179944.074563 + Penalty 2492.889270 = -177451.185294
  nChanged 17
		SP:Iteration 15Q (80963.310000 sec): 3 clusters
  Score: Raw -179954.313874 + Penalty 2492.889270 = -177461.424604
  nChanged 19
		SP:Iteration 16Q (80963.350000 sec): 3 clusters
  Score: Raw -179969.544136 + Penalty 2492.889270 = -177476.654866
  nChanged 26
		SP:Iteration 17Q (80963.400000 sec): 3 clusters
  Score: Raw -179991.249051 + Penalty 2492.889270 = -177498.359782
  nChanged 28
		SP:Iteration 18Q (80963.440000 sec): 3 clusters
  Score: Raw -180013.761257 + Penalty 2492.889270 = -177520.871987
  nChanged 29
		SP:Iteration 19Q (80963.480000 sec): 3 clusters
  Score: Raw -180030.212853 + Penalty 2492.889270 = -177537.323584
  nChanged 27
		SP:Iteration 20F (80963.520000 sec): 3 clusters
  Score: Raw -180052.044398 + Penalty 2492.889270 = -177559.155128
  nChanged 25
		SP:Iteration 21Q (80963.560000 sec): 3 clusters
  Score: Raw -180076.892657 + Penalty 2492.889270 = -177584.003387
  nChanged 36
		SP:Iteration 22Q (80963.600000 sec): 3 clusters
  Score: Raw -180111.187739 + Penalty 2492.889270 = -177618.298469
  nChanged 37
		SP:Iteration 23Q (80963.640000 sec): 3 clusters
  Score: Raw -180142.375508 + Penalty 2492.889270 = -177649.486238
  nChanged 32
		SP:Iteration 24Q (80963.680000 sec): 3 clusters
  Score: Raw -180172.565285 + Penalty 2492.889270 = -177679.676016
  nChanged 31
		SP:Iteration 25Q (80963.720000 sec): 3 clusters
  Score: Raw -180204.080325 + Penalty 2492.889270 = -177711.191055
  nChanged 39
		SP:Iteration 26Q (80963.760000 sec): 3 clusters
  Score: Raw -180249.115926 + Penalty 2492.889270 = -177756.226656
  nChanged 43
		SP:Iteration 27Q (80963.800000 sec): 3 clusters
  Score: Raw -180304.074727 + Penalty 2492.889270 = -177811.185457
  nChanged 51
		SP:Iteration 28Q (80963.840000 sec): 3 clusters
  Score: Raw -180382.931898 + Penalty 2492.889270 = -177890.042628
  nChanged 45
		SP:Iteration 29Q (80963.880000 sec): 3 clusters
  Score: Raw -180441.145698 + Penalty 2492.889270 = -177948.256428
  nChanged 30
		SP:Iteration 30Q (80963.920000 sec): 3 clusters
  Score: Raw -180485.006960 + Penalty 2492.889270 = -177992.117690
  nChanged 19
		SP:Iteration 31Q (80963.960000 sec): 3 clusters
  Score: Raw -180498.962139 + Penalty 2492.889270 = -178006.072869
  nChanged 11
		SP:Iteration 32Q (80964.000000 sec): 3 clusters
  Score: Raw -180506.490550 + Penalty 2492.889270 = -178013.601281
  nChanged 4
		SP:Iteration 33Q (80964.040000 sec): 3 clusters
  Score: Raw -180507.885891 + Penalty 2492.889270 = -178014.996622
  nChanged 2
		SP:Iteration 34Q (80964.080000 sec): 3 clusters
  Score: Raw -180508.389954 + Penalty 2492.889270 = -178015.500684
  nChanged 1
		SP:Iteration 35Q (80964.110000 sec): 3 clusters
  Score: Raw -180508.652841 + Penalty 2492.889270 = -178015.763571
  nChanged 0
		SP:Iteration 36F (80964.160000 sec): 3 clusters
  Score: Raw -180508.652841 + Penalty 2492.889270 = -178015.763571
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 36 (449 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (80964.190000 sec): 2 clusters
  Score: Raw -42138.335947 + Penalty 992.391219 = -41145.944728
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (80964.200000 sec): 3 clusters
  Score: Raw -42076.197561 + Penalty 1984.782439 = -40091.415122
  nChanged 96
		SP:Iteration 1F (80964.210000 sec): 3 clusters
  Score: Raw -42213.758002 + Penalty 1984.782439 = -40228.975563
  nChanged 23
		SP:Iteration 2F (80964.220000 sec): 3 clusters
  Score: Raw -42252.676387 + Penalty 1984.782439 = -40267.893948
  nChanged 13
		SP:Iteration 3Q (80964.230000 sec): 3 clusters
  Score: Raw -42273.942518 + Penalty 1984.782439 = -40289.160079
  nChanged 4
		SP:Iteration 4Q (80964.240000 sec): 3 clusters
  Score: Raw -42284.355947 + Penalty 1984.782439 = -40299.573508
  nChanged 5
		SP:Iteration 5Q (80964.250000 sec): 3 clusters
  Score: Raw -42292.328126 + Penalty 1984.782439 = -40307.545688
  nChanged 4
		SP:Iteration 6Q (80964.260000 sec): 3 clusters
  Score: Raw -42296.703799 + Penalty 1984.782439 = -40311.921360
  nChanged 3
		SP:Iteration 7Q (80964.270000 sec): 3 clusters
  Score: Raw -42300.671696 + Penalty 1984.782439 = -40315.889258
  nChanged 0
		SP:Iteration 8F (80964.280000 sec): 3 clusters
  Score: Raw -42300.671696 + Penalty 1984.782439 = -40315.889258
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 37 (1444 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (80964.330000 sec): 2 clusters
  Score: Raw -126344.795692 + Penalty 1182.215502 = -125162.580190
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (80964.360000 sec): 3 clusters
  Score: Raw -125830.071312 + Penalty 2364.431004 = -123465.640308
  nChanged 459
		SP:Iteration 1F (80964.390000 sec): 3 clusters
  Score: Raw -126160.713928 + Penalty 2364.431004 = -123796.282924
  nChanged 94
		SP:Iteration 2F (80964.420000 sec): 3 clusters
  Score: Raw -126241.209671 + Penalty 2364.431004 = -123876.778667
  nChanged 61
		SP:Iteration 3Q (80964.440000 sec): 3 clusters
  Score: Raw -126297.287046 + Penalty 2364.431004 = -123932.856042
  nChanged 46
		SP:Iteration 4Q (80964.470000 sec): 3 clusters
  Score: Raw -126335.314877 + Penalty 2364.431004 = -123970.883873
  nChanged 37
		SP:Iteration 5Q (80964.500000 sec): 3 clusters
  Score: Raw -126365.519403 + Penalty 2364.431004 = -124001.088399
  nChanged 33
		SP:Iteration 6Q (80964.530000 sec): 3 clusters
  Score: Raw -126388.947761 + Penalty 2364.431004 = -124024.516758
  nChanged 23
		SP:Iteration 7Q (80964.560000 sec): 3 clusters
  Score: Raw -126403.633145 + Penalty 2364.431004 = -124039.202141
  nChanged 26
		SP:Iteration 8Q (80964.590000 sec): 3 clusters
  Score: Raw -126422.647157 + Penalty 2364.431004 = -124058.216153
  nChanged 24
		SP:Iteration 9Q (80964.610000 sec): 3 clusters
  Score: Raw -126435.744311 + Penalty 2364.431004 = -124071.313308
  nChanged 13
		SP:Iteration 10Q (80964.640000 sec): 3 clusters
  Score: Raw -126445.026504 + Penalty 2364.431004 = -124080.595501
  nChanged 13
		SP:Iteration 11Q (80964.670000 sec): 3 clusters
  Score: Raw -126457.318229 + Penalty 2364.431004 = -124092.887225
  nChanged 15
		SP:Iteration 12Q (80964.700000 sec): 3 clusters
  Score: Raw -126467.707348 + Penalty 2364.431004 = -124103.276344
  nChanged 11
		SP:Iteration 13Q (80964.730000 sec): 3 clusters
  Score: Raw -126473.730592 + Penalty 2364.431004 = -124109.299588
  nChanged 7
		SP:Iteration 14Q (80964.750000 sec): 3 clusters
  Score: Raw -126476.048373 + Penalty 2364.431004 = -124111.617370
  nChanged 0
		SP:Iteration 15F (80964.780000 sec): 3 clusters
  Score: Raw -126476.048373 + Penalty 2364.431004 = -124111.617370
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 38 (4111 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (80964.860000 sec): 2 clusters
  Score: Raw -375702.154058 + Penalty 1352.231008 = -374349.923050
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (80964.940000 sec): 3 clusters
  Score: Raw -373643.389549 + Penalty 2704.462016 = -370938.927533
  nChanged 1620
		SP:Iteration 1F (80965.010000 sec): 3 clusters
  Score: Raw -374586.288094 + Penalty 2704.462016 = -371881.826079
  nChanged 358
		SP:Iteration 2F (80965.090000 sec): 3 clusters
  Score: Raw -374861.751811 + Penalty 2704.462016 = -372157.289795
  nChanged 285
		SP:Iteration 3F (80965.170000 sec): 3 clusters
  Score: Raw -375102.379444 + Penalty 2704.462016 = -372397.917428
  nChanged 264
		SP:Iteration 4F (80965.240000 sec): 3 clusters
  Score: Raw -375322.918533 + Penalty 2704.462016 = -372618.456518
  nChanged 218
		SP:Iteration 5F (80965.320000 sec): 3 clusters
  Score: Raw -375512.922895 + Penalty 2704.462016 = -372808.460879
  nChanged 211
		SP:Iteration 6F (80965.390000 sec): 3 clusters
  Score: Raw -375674.472063 + Penalty 2704.462016 = -372970.010047
  nChanged 170
		SP:Iteration 7Q (80965.470000 sec): 3 clusters
  Score: Raw -375811.597451 + Penalty 2704.462016 = -373107.135435
  nChanged 144
		SP:Iteration 8Q (80965.550000 sec): 3 clusters
  Score: Raw -375928.996511 + Penalty 2704.462016 = -373224.534495
  nChanged 118
		SP:Iteration 9Q (80965.630000 sec): 3 clusters
  Score: Raw -375999.123640 + Penalty 2704.462016 = -373294.661624
  nChanged 79
		SP:Iteration 10Q (80965.700000 sec): 3 clusters
  Score: Raw -376047.352764 + Penalty 2704.462016 = -373342.890748
  nChanged 62
		SP:Iteration 11Q (80965.780000 sec): 3 clusters
  Score: Raw -376084.708254 + Penalty 2704.462016 = -373380.246239
  nChanged 55
		SP:Iteration 12Q (80965.850000 sec): 3 clusters
  Score: Raw -376118.385092 + Penalty 2704.462016 = -373413.923077
  nChanged 44
		SP:Iteration 13Q (80965.930000 sec): 3 clusters
  Score: Raw -376142.809179 + Penalty 2704.462016 = -373438.347163
  nChanged 46
		SP:Iteration 14Q (80966.010000 sec): 3 clusters
  Score: Raw -376167.442787 + Penalty 2704.462016 = -373462.980771
  nChanged 37
		SP:Iteration 15Q (80966.080000 sec): 3 clusters
  Score: Raw -376184.573975 + Penalty 2704.462016 = -373480.111959
  nChanged 32
		SP:Iteration 16Q (80966.160000 sec): 3 clusters
  Score: Raw -376200.391030 + Penalty 2704.462016 = -373495.929015
  nChanged 32
		SP:Iteration 17Q (80966.240000 sec): 3 clusters
  Score: Raw -376218.313142 + Penalty 2704.462016 = -373513.851127
  nChanged 34
		SP:Iteration 18Q (80966.310000 sec): 3 clusters
  Score: Raw -376241.682816 + Penalty 2704.462016 = -373537.220800
  nChanged 33
		SP:Iteration 19Q (80966.390000 sec): 3 clusters
  Score: Raw -376261.232056 + Penalty 2704.462016 = -373556.770040
  nChanged 20
		SP:Iteration 20F (80966.470000 sec): 3 clusters
  Score: Raw -376275.303235 + Penalty 2704.462016 = -373570.841219
  nChanged 22
		SP:Iteration 21Q (80966.540000 sec): 3 clusters
  Score: Raw -376289.487754 + Penalty 2704.462016 = -373585.025738
  nChanged 23
		SP:Iteration 22Q (80966.620000 sec): 3 clusters
  Score: Raw -376305.587762 + Penalty 2704.462016 = -373601.125746
  nChanged 33
		SP:Iteration 23Q (80966.690000 sec): 3 clusters
  Score: Raw -376324.677907 + Penalty 2704.462016 = -373620.215891
  nChanged 26
		SP:Iteration 24Q (80966.770000 sec): 3 clusters
  Score: Raw -376343.072811 + Penalty 2704.462016 = -373638.610795
  nChanged 33
		SP:Iteration 25Q (80966.850000 sec): 3 clusters
  Score: Raw -376369.587483 + Penalty 2704.462016 = -373665.125467
  nChanged 28
		SP:Iteration 26Q (80966.920000 sec): 3 clusters
  Score: Raw -376390.806476 + Penalty 2704.462016 = -373686.344460
  nChanged 26
		SP:Iteration 27Q (80966.990000 sec): 3 clusters
  Score: Raw -376405.659296 + Penalty 2704.462016 = -373701.197280
  nChanged 23
		SP:Iteration 28Q (80967.070000 sec): 3 clusters
  Score: Raw -376423.129937 + Penalty 2704.462016 = -373718.667921
  nChanged 19
		SP:Iteration 29Q (80967.140000 sec): 3 clusters
  Score: Raw -376437.811499 + Penalty 2704.462016 = -373733.349483
  nChanged 18
		SP:Iteration 30Q (80967.210000 sec): 3 clusters
  Score: Raw -376449.202497 + Penalty 2704.462016 = -373744.740481
  nChanged 14
		SP:Iteration 31Q (80967.280000 sec): 3 clusters
  Score: Raw -376457.635535 + Penalty 2704.462016 = -373753.173520
  nChanged 13
		SP:Iteration 32Q (80967.350000 sec): 3 clusters
  Score: Raw -376462.894786 + Penalty 2704.462016 = -373758.432770
  nChanged 8
		SP:Iteration 33Q (80967.430000 sec): 3 clusters
  Score: Raw -376465.383185 + Penalty 2704.462016 = -373760.921169
  nChanged 5
		SP:Iteration 34Q (80967.500000 sec): 3 clusters
  Score: Raw -376466.485868 + Penalty 2704.462016 = -373762.023853
  nChanged 4
		SP:Iteration 35Q (80967.570000 sec): 3 clusters
  Score: Raw -376467.864798 + Penalty 2704.462016 = -373763.402782
  nChanged 5
		SP:Iteration 36Q (80967.650000 sec): 3 clusters
  Score: Raw -376469.003907 + Penalty 2704.462016 = -373764.541891
  nChanged 4
		SP:Iteration 37Q (80967.720000 sec): 3 clusters
  Score: Raw -376470.783260 + Penalty 2704.462016 = -373766.321245
  nChanged 6
		SP:Iteration 38Q (80967.790000 sec): 3 clusters
  Score: Raw -376473.079425 + Penalty 2704.462016 = -373768.617409
  nChanged 0
		SP:Iteration 39F (80967.870000 sec): 3 clusters
  Score: Raw -376473.079425 + Penalty 2704.462016 = -373768.617409
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 39 (1744 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (80967.930000 sec): 2 clusters
  Score: Raw -139179.546782 + Penalty 1212.889698 = -137966.657084
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (80967.970000 sec): 3 clusters
  Score: Raw -138480.560298 + Penalty 2425.779396 = -136054.780902
  nChanged 621
		SP:Iteration 1F (80968.000000 sec): 3 clusters
  Score: Raw -138885.143771 + Penalty 2425.779396 = -136459.364374
  nChanged 140
		SP:Iteration 2F (80968.030000 sec): 3 clusters
  Score: Raw -139016.639966 + Penalty 2425.779396 = -136590.860570
  nChanged 90
		SP:Iteration 3F (80968.060000 sec): 3 clusters
  Score: Raw -139084.961903 + Penalty 2425.779396 = -136659.182506
  nChanged 69
		SP:Iteration 4Q (80968.100000 sec): 3 clusters
  Score: Raw -139143.324843 + Penalty 2425.779396 = -136717.545447
  nChanged 52
		SP:Iteration 5Q (80968.130000 sec): 3 clusters
  Score: Raw -139182.015567 + Penalty 2425.779396 = -136756.236170
  nChanged 45
		SP:Iteration 6Q (80968.170000 sec): 3 clusters
  Score: Raw -139225.027029 + Penalty 2425.779396 = -136799.247632
  nChanged 42
		SP:Iteration 7Q (80968.200000 sec): 3 clusters
  Score: Raw -139259.469368 + Penalty 2425.779396 = -136833.689971
  nChanged 25
		SP:Iteration 8Q (80968.230000 sec): 3 clusters
  Score: Raw -139279.539505 + Penalty 2425.779396 = -136853.760109
  nChanged 17
		SP:Iteration 9Q (80968.270000 sec): 3 clusters
  Score: Raw -139293.065506 + Penalty 2425.779396 = -136867.286110
  nChanged 24
		SP:Iteration 10Q (80968.300000 sec): 3 clusters
  Score: Raw -139328.149267 + Penalty 2425.779396 = -136902.369870
  nChanged 31
		SP:Iteration 11Q (80968.330000 sec): 3 clusters
  Score: Raw -139356.114291 + Penalty 2425.779396 = -136930.334895
  nChanged 32
		SP:Iteration 12Q (80968.370000 sec): 3 clusters
  Score: Raw -139384.596030 + Penalty 2425.779396 = -136958.816634
  nChanged 25
		SP:Iteration 13Q (80968.400000 sec): 3 clusters
  Score: Raw -139406.954916 + Penalty 2425.779396 = -136981.175520
  nChanged 23
		SP:Iteration 14Q (80968.430000 sec): 3 clusters
  Score: Raw -139424.780022 + Penalty 2425.779396 = -136999.000626
  nChanged 16
		SP:Iteration 15Q (80968.470000 sec): 3 clusters
  Score: Raw -139435.628893 + Penalty 2425.779396 = -137009.849496
  nChanged 13
		SP:Iteration 16Q (80968.500000 sec): 3 clusters
  Score: Raw -139446.256340 + Penalty 2425.779396 = -137020.476944
  nChanged 15
		SP:Iteration 17Q (80968.530000 sec): 3 clusters
  Score: Raw -139461.661994 + Penalty 2425.779396 = -137035.882598
  nChanged 20
		SP:Iteration 18Q (80968.570000 sec): 3 clusters
  Score: Raw -139478.497978 + Penalty 2425.779396 = -137052.718582
  nChanged 23
		SP:Iteration 19Q (80968.600000 sec): 3 clusters
  Score: Raw -139497.750391 + Penalty 2425.779396 = -137071.970995
  nChanged 13
		SP:Iteration 20F (80968.630000 sec): 3 clusters
  Score: Raw -139506.158738 + Penalty 2425.779396 = -137080.379341
  nChanged 15
		SP:Iteration 21Q (80968.670000 sec): 3 clusters
  Score: Raw -139517.258746 + Penalty 2425.779396 = -137091.479349
  nChanged 13
		SP:Iteration 22Q (80968.700000 sec): 3 clusters
  Score: Raw -139525.626338 + Penalty 2425.779396 = -137099.846941
  nChanged 7
		SP:Iteration 23Q (80968.730000 sec): 3 clusters
  Score: Raw -139532.319073 + Penalty 2425.779396 = -137106.539677
  nChanged 11
		SP:Iteration 24Q (80968.770000 sec): 3 clusters
  Score: Raw -139538.841258 + Penalty 2425.779396 = -137113.061862
  nChanged 8
		SP:Iteration 25Q (80968.800000 sec): 3 clusters
  Score: Raw -139543.230255 + Penalty 2425.779396 = -137117.450859
  nChanged 4
		SP:Iteration 26Q (80968.830000 sec): 3 clusters
  Score: Raw -139545.563810 + Penalty 2425.779396 = -137119.784414
  nChanged 5
		SP:Iteration 27Q (80968.870000 sec): 3 clusters
  Score: Raw -139548.781543 + Penalty 2425.779396 = -137123.002147
  nChanged 8
		SP:Iteration 28Q (80968.900000 sec): 3 clusters
  Score: Raw -139552.279852 + Penalty 2425.779396 = -137126.500455
  nChanged 9
		SP:Iteration 29Q (80968.930000 sec): 3 clusters
  Score: Raw -139556.455755 + Penalty 2425.779396 = -137130.676359
  nChanged 10
		SP:Iteration 30Q (80968.970000 sec): 3 clusters
  Score: Raw -139563.808184 + Penalty 2425.779396 = -137138.028787
  nChanged 6
		SP:Iteration 31Q (80969.000000 sec): 3 clusters
  Score: Raw -139566.907862 + Penalty 2425.779396 = -137141.128465
  nChanged 5
		SP:Iteration 32Q (80969.030000 sec): 3 clusters
  Score: Raw -139570.126830 + Penalty 2425.779396 = -137144.347433
  nChanged 6
		SP:Iteration 33Q (80969.070000 sec): 3 clusters
  Score: Raw -139573.663056 + Penalty 2425.779396 = -137147.883660
  nChanged 6
		SP:Iteration 34Q (80969.100000 sec): 3 clusters
  Score: Raw -139576.493177 + Penalty 2425.779396 = -137150.713781
  nChanged 3
		SP:Iteration 35Q (80969.130000 sec): 3 clusters
  Score: Raw -139577.809412 + Penalty 2425.779396 = -137152.030015
  nChanged 1
		SP:Iteration 36Q (80969.170000 sec): 3 clusters
  Score: Raw -139578.073822 + Penalty 2425.779396 = -137152.294426
  nChanged 0
		SP:Iteration 37F (80969.200000 sec): 3 clusters
  Score: Raw -139578.073822 + Penalty 2425.779396 = -137152.294426
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 40 (23269 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (80969.450000 sec): 2 clusters
  Score: Raw -2198031.090262 + Penalty 1633.917558 = -2196397.172704
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (80969.730000 sec): 3 clusters
  Score: Raw -2183927.338398 + Penalty 3267.835117 = -2180659.503282
  nChanged 10525
		SP:Iteration 1F (80970.010000 sec): 3 clusters
  Score: Raw -2189674.065007 + Penalty 3267.835117 = -2186406.229891
  nChanged 1107
		SP:Iteration 2Q (80970.290000 sec): 3 clusters
  Score: Raw -2190054.312480 + Penalty 3267.835117 = -2186786.477363
  nChanged 1051
		SP:Iteration 3Q (80970.620000 sec): 3 clusters
  Score: Raw -2190420.733722 + Penalty 3267.835117 = -2187152.898605
  nChanged 1123
		SP:Iteration 4Q (80970.900000 sec): 3 clusters
  Score: Raw -2190885.986088 + Penalty 3267.835117 = -2187618.150972
  nChanged 1238
		SP:Iteration 5F (80971.160000 sec): 3 clusters
  Score: Raw -2191470.914804 + Penalty 3267.835117 = -2188203.079687
  nChanged 1371
		SP:Iteration 6F (80971.430000 sec): 3 clusters
  Score: Raw -2192225.002903 + Penalty 3267.835117 = -2188957.167787
  nChanged 1383
		SP:Iteration 7F (80971.690000 sec): 3 clusters
  Score: Raw -2193066.422059 + Penalty 3267.835117 = -2189798.586942
  nChanged 1424
		SP:Iteration 8F (80971.960000 sec): 3 clusters
  Score: Raw -2194005.956682 + Penalty 3267.835117 = -2190738.121566
  nChanged 1320
		SP:Iteration 9F (80972.230000 sec): 3 clusters
  Score: Raw -2194901.285710 + Penalty 3267.835117 = -2191633.450594
  nChanged 1178
		SP:Iteration 10F (80972.490000 sec): 3 clusters
  Score: Raw -2195771.453518 + Penalty 3267.835117 = -2192503.618401
  nChanged 995
		SP:Iteration 11Q (80972.810000 sec): 3 clusters
  Score: Raw -2196565.311678 + Penalty 3267.835117 = -2193297.476561
  nChanged 746
		SP:Iteration 12Q (80973.110000 sec): 3 clusters
  Score: Raw -2197187.580684 + Penalty 3267.835117 = -2193919.745568
  nChanged 496
		SP:Iteration 13Q (80973.380000 sec): 3 clusters
  Score: Raw -2197646.237981 + Penalty 3267.835117 = -2194378.402864
  nChanged 326
		SP:Iteration 14Q (80973.640000 sec): 3 clusters
  Score: Raw -2197936.851103 + Penalty 3267.835117 = -2194669.015986
  nChanged 162
		SP:Iteration 15Q (80973.890000 sec): 3 clusters
  Score: Raw -2198063.598837 + Penalty 3267.835117 = -2194795.763720
  nChanged 101
		SP:Iteration 16Q (80974.160000 sec): 3 clusters
  Score: Raw -2198147.078705 + Penalty 3267.835117 = -2194879.243589
  nChanged 60
		SP:Iteration 17Q (80974.430000 sec): 3 clusters
  Score: Raw -2198197.562028 + Penalty 3267.835117 = -2194929.726912
  nChanged 53
		SP:Iteration 18Q (80974.710000 sec): 3 clusters
  Score: Raw -2198247.212113 + Penalty 3267.835117 = -2194979.376996
  nChanged 42
		SP:Iteration 19Q (80974.980000 sec): 3 clusters
  Score: Raw -2198282.061383 + Penalty 3267.835117 = -2195014.226267
  nChanged 27
		SP:Iteration 20F (80975.270000 sec): 3 clusters
  Score: Raw -2198302.875581 + Penalty 3267.835117 = -2195035.040464
  nChanged 22
		SP:Iteration 21Q (80975.510000 sec): 3 clusters
  Score: Raw -2198320.952557 + Penalty 3267.835117 = -2195053.117441
  nChanged 16
		SP:Iteration 22Q (80975.760000 sec): 3 clusters
  Score: Raw -2198335.026913 + Penalty 3267.835117 = -2195067.191796
  nChanged 15
		SP:Iteration 23Q (80976.010000 sec): 3 clusters
  Score: Raw -2198346.090794 + Penalty 3267.835117 = -2195078.255677
  nChanged 13
		SP:Iteration 24Q (80976.310000 sec): 3 clusters
  Score: Raw -2198354.933892 + Penalty 3267.835117 = -2195087.098775
  nChanged 8
		SP:Iteration 25Q (80976.550000 sec): 3 clusters
  Score: Raw -2198360.159302 + Penalty 3267.835117 = -2195092.324186
  nChanged 5
		SP:Iteration 26Q (80976.850000 sec): 3 clusters
  Score: Raw -2198364.764633 + Penalty 3267.835117 = -2195096.929517
  nChanged 9
		SP:Iteration 27Q (80977.100000 sec): 3 clusters
  Score: Raw -2198373.219019 + Penalty 3267.835117 = -2195105.383902
  nChanged 11
		SP:Iteration 28Q (80977.400000 sec): 3 clusters
  Score: Raw -2198380.878184 + Penalty 3267.835117 = -2195113.043068
  nChanged 8
		SP:Iteration 29Q (80977.650000 sec): 3 clusters
  Score: Raw -2198385.146160 + Penalty 3267.835117 = -2195117.311043
  nChanged 4
		SP:Iteration 30Q (80977.940000 sec): 3 clusters
  Score: Raw -2198387.521799 + Penalty 3267.835117 = -2195119.686683
  nChanged 2
		SP:Iteration 31Q (80978.190000 sec): 3 clusters
  Score: Raw -2198389.328007 + Penalty 3267.835117 = -2195121.492890
  nChanged 4
		SP:Iteration 32Q (80978.490000 sec): 3 clusters
  Score: Raw -2198391.527282 + Penalty 3267.835117 = -2195123.692165
  nChanged 5
		SP:Iteration 33Q (80978.740000 sec): 3 clusters
  Score: Raw -2198393.802422 + Penalty 3267.835117 = -2195125.967305
  nChanged 2
		SP:Iteration 34Q (80979.030000 sec): 3 clusters
  Score: Raw -2198395.221765 + Penalty 3267.835117 = -2195127.386649
  nChanged 1
		SP:Iteration 35Q (80979.280000 sec): 3 clusters
  Score: Raw -2198395.564301 + Penalty 3267.835117 = -2195127.729184
  nChanged 0
		SP:Iteration 36F (80979.600000 sec): 3 clusters
  Score: Raw -2198395.564301 + Penalty 3267.835117 = -2195127.729184
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 41 (2950 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (80979.660000 sec): 2 clusters
  Score: Raw -244542.425382 + Penalty 1298.303573 = -243244.121809
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (80979.740000 sec): 3 clusters
  Score: Raw -243172.423494 + Penalty 2596.607146 = -240575.816348
  nChanged 1106
		SP:Iteration 1F (80979.820000 sec): 3 clusters
  Score: Raw -243851.967145 + Penalty 2596.607146 = -241255.359999
  nChanged 257
		SP:Iteration 2F (80979.870000 sec): 3 clusters
  Score: Raw -244104.871354 + Penalty 2596.607146 = -241508.264208
  nChanged 237
		SP:Iteration 3F (80979.930000 sec): 3 clusters
  Score: Raw -244353.467016 + Penalty 2596.607146 = -241756.859870
  nChanged 207
		SP:Iteration 4F (80979.980000 sec): 3 clusters
  Score: Raw -244603.232739 + Penalty 2596.607146 = -242006.625593
  nChanged 177
		SP:Iteration 5F (80980.040000 sec): 3 clusters
  Score: Raw -244848.663728 + Penalty 2596.607146 = -242252.056582
  nChanged 146
		SP:Iteration 6Q (80980.090000 sec): 3 clusters
  Score: Raw -244983.806195 + Penalty 2596.607146 = -242387.199049
  nChanged 97
		SP:Iteration 7Q (80980.150000 sec): 3 clusters
  Score: Raw -245046.235341 + Penalty 2596.607146 = -242449.628195
  nChanged 59
		SP:Iteration 8Q (80980.200000 sec): 3 clusters
  Score: Raw -245089.119875 + Penalty 2596.607146 = -242492.512729
  nChanged 51
		SP:Iteration 9Q (80980.260000 sec): 3 clusters
  Score: Raw -245128.509002 + Penalty 2596.607146 = -242531.901856
  nChanged 37
		SP:Iteration 10Q (80980.320000 sec): 3 clusters
  Score: Raw -245157.690977 + Penalty 2596.607146 = -242561.083831
  nChanged 34
		SP:Iteration 11Q (80980.370000 sec): 3 clusters
  Score: Raw -245183.046497 + Penalty 2596.607146 = -242586.439351
  nChanged 31
		SP:Iteration 12Q (80980.420000 sec): 3 clusters
  Score: Raw -245201.040145 + Penalty 2596.607146 = -242604.432999
  nChanged 14
		SP:Iteration 13Q (80980.480000 sec): 3 clusters
  Score: Raw -245208.211568 + Penalty 2596.607146 = -242611.604422
  nChanged 10
		SP:Iteration 14Q (80980.540000 sec): 3 clusters
  Score: Raw -245213.691530 + Penalty 2596.607146 = -242617.084384
  nChanged 8
		SP:Iteration 15Q (80980.590000 sec): 3 clusters
  Score: Raw -245216.860845 + Penalty 2596.607146 = -242620.253699
  nChanged 3
		SP:Iteration 16Q (80980.640000 sec): 3 clusters
  Score: Raw -245218.530868 + Penalty 2596.607146 = -242621.923722
  nChanged 4
		SP:Iteration 17Q (80980.700000 sec): 3 clusters
  Score: Raw -245220.597001 + Penalty 2596.607146 = -242623.989855
  nChanged 2
		SP:Iteration 18Q (80980.760000 sec): 3 clusters
  Score: Raw -245221.703996 + Penalty 2596.607146 = -242625.096850
  nChanged 1
		SP:Iteration 19Q (80980.810000 sec): 3 clusters
  Score: Raw -245222.279876 + Penalty 2596.607146 = -242625.672730
  nChanged 1
		SP:Iteration 20F (80980.870000 sec): 3 clusters
  Score: Raw -245222.666713 + Penalty 2596.607146 = -242626.059567
  nChanged 1
		SP:Iteration 21Q (80980.920000 sec): 3 clusters
  Score: Raw -245223.143755 + Penalty 2596.607146 = -242626.536609
  nChanged 2
		SP:Iteration 22Q (80980.980000 sec): 3 clusters
  Score: Raw -245224.342464 + Penalty 2596.607146 = -242627.735318
  nChanged 2
		SP:Iteration 23Q (80981.030000 sec): 3 clusters
  Score: Raw -245225.371875 + Penalty 2596.607146 = -242628.764729
  nChanged 1
		SP:Iteration 24Q (80981.090000 sec): 3 clusters
  Score: Raw -245225.997078 + Penalty 2596.607146 = -242629.389932
  nChanged 2
		SP:Iteration 25Q (80981.140000 sec): 3 clusters
  Score: Raw -245227.190591 + Penalty 2596.607146 = -242630.583445
  nChanged 3
		SP:Iteration 26Q (80981.200000 sec): 3 clusters
  Score: Raw -245228.535544 + Penalty 2596.607146 = -242631.928398
  nChanged 1
		SP:Iteration 27Q (80981.250000 sec): 3 clusters
  Score: Raw -245228.797961 + Penalty 2596.607146 = -242632.190815
  nChanged 0
		SP:Iteration 28F (80981.310000 sec): 3 clusters
  Score: Raw -245228.797961 + Penalty 2596.607146 = -242632.190815
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 42 (823 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (80981.360000 sec): 2 clusters
  Score: Raw -58839.317530 + Penalty 1090.855383 = -57748.462148
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (80981.370000 sec): 3 clusters
  Score: Raw -58676.404040 + Penalty 2181.710765 = -56494.693275
  nChanged 251
		SP:Iteration 1F (80981.390000 sec): 3 clusters
  Score: Raw -58975.382371 + Penalty 2181.710765 = -56793.671605
  nChanged 79
		SP:Iteration 2F (80981.400000 sec): 3 clusters
  Score: Raw -59111.032397 + Penalty 2181.710765 = -56929.321631
  nChanged 53
		SP:Iteration 3F (80981.420000 sec): 3 clusters
  Score: Raw -59174.539250 + Penalty 2181.710765 = -56992.828485
  nChanged 24
		SP:Iteration 4Q (80981.440000 sec): 3 clusters
  Score: Raw -59206.100555 + Penalty 2181.710765 = -57024.389790
  nChanged 19
		SP:Iteration 5Q (80981.450000 sec): 3 clusters
  Score: Raw -59227.747572 + Penalty 2181.710765 = -57046.036806
  nChanged 12
		SP:Iteration 6Q (80981.470000 sec): 3 clusters
  Score: Raw -59237.217859 + Penalty 2181.710765 = -57055.507094
  nChanged 3
		SP:Iteration 7Q (80981.490000 sec): 3 clusters
  Score: Raw -59239.093968 + Penalty 2181.710765 = -57057.383202
  nChanged 1
		SP:Iteration 8Q (80981.500000 sec): 3 clusters
  Score: Raw -59240.149797 + Penalty 2181.710765 = -57058.439032
  nChanged 2
		SP:Iteration 9Q (80981.520000 sec): 3 clusters
  Score: Raw -59242.002797 + Penalty 2181.710765 = -57060.292032
  nChanged 2
		SP:Iteration 10Q (80981.540000 sec): 3 clusters
  Score: Raw -59244.770583 + Penalty 2181.710765 = -57063.059817
  nChanged 3
		SP:Iteration 11Q (80981.550000 sec): 3 clusters
  Score: Raw -59250.063972 + Penalty 2181.710765 = -57068.353207
  nChanged 1
		SP:Iteration 12Q (80981.570000 sec): 3 clusters
  Score: Raw -59251.284086 + Penalty 2181.710765 = -57069.573321
  nChanged 2
		SP:Iteration 13Q (80981.580000 sec): 3 clusters
  Score: Raw -59253.189979 + Penalty 2181.710765 = -57071.479214
  nChanged 1
		SP:Iteration 14Q (80981.600000 sec): 3 clusters
  Score: Raw -59254.161955 + Penalty 2181.710765 = -57072.451190
  nChanged 0
		SP:Iteration 15F (80981.620000 sec): 3 clusters
  Score: Raw -59254.161955 + Penalty 2181.710765 = -57072.451190
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 43 (817 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (80981.660000 sec): 2 clusters
  Score: Raw -68060.529643 + Penalty 1089.666353 = -66970.863290
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (80981.670000 sec): 3 clusters
  Score: Raw -67883.455652 + Penalty 2179.332706 = -65704.122947
  nChanged 245
		SP:Iteration 1F (80981.690000 sec): 3 clusters
  Score: Raw -68141.153542 + Penalty 2179.332706 = -65961.820836
  nChanged 52
		SP:Iteration 2F (80981.700000 sec): 3 clusters
  Score: Raw -68199.944864 + Penalty 2179.332706 = -66020.612159
  nChanged 26
		SP:Iteration 3Q (80981.720000 sec): 3 clusters
  Score: Raw -68231.471142 + Penalty 2179.332706 = -66052.138436
  nChanged 16
		SP:Iteration 4Q (80981.740000 sec): 3 clusters
  Score: Raw -68263.348234 + Penalty 2179.332706 = -66084.015529
  nChanged 14
		SP:Iteration 5Q (80981.750000 sec): 3 clusters
  Score: Raw -68276.479119 + Penalty 2179.332706 = -66097.146413
  nChanged 6
		SP:Iteration 6Q (80981.770000 sec): 3 clusters
  Score: Raw -68283.308249 + Penalty 2179.332706 = -66103.975543
  nChanged 8
		SP:Iteration 7Q (80981.790000 sec): 3 clusters
  Score: Raw -68294.137737 + Penalty 2179.332706 = -66114.805031
  nChanged 7
		SP:Iteration 8Q (80981.800000 sec): 3 clusters
  Score: Raw -68303.759580 + Penalty 2179.332706 = -66124.426874
  nChanged 7
		SP:Iteration 9Q (80981.820000 sec): 3 clusters
  Score: Raw -68308.564225 + Penalty 2179.332706 = -66129.231519
  nChanged 1
		SP:Iteration 10Q (80981.840000 sec): 3 clusters
  Score: Raw -68310.598113 + Penalty 2179.332706 = -66131.265407
  nChanged 2
		SP:Iteration 11Q (80981.850000 sec): 3 clusters
  Score: Raw -68315.375139 + Penalty 2179.332706 = -66136.042433
  nChanged 5
		SP:Iteration 12Q (80981.870000 sec): 3 clusters
  Score: Raw -68318.870050 + Penalty 2179.332706 = -66139.537345
  nChanged 5
		SP:Iteration 13Q (80981.880000 sec): 3 clusters
  Score: Raw -68324.457469 + Penalty 2179.332706 = -66145.124763
  nChanged 5
		SP:Iteration 14Q (80981.900000 sec): 3 clusters
  Score: Raw -68328.675911 + Penalty 2179.332706 = -66149.343205
  nChanged 1
		SP:Iteration 15Q (80981.920000 sec): 3 clusters
  Score: Raw -68329.233014 + Penalty 2179.332706 = -66149.900308
  nChanged 0
		SP:Iteration 16F (80981.930000 sec): 3 clusters
  Score: Raw -68329.233014 + Penalty 2179.332706 = -66149.900308
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 44 (1698 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (80981.990000 sec): 2 clusters
  Score: Raw -151181.261810 + Penalty 1208.546035 = -149972.715775
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (80982.020000 sec): 3 clusters
  Score: Raw -150486.588633 + Penalty 2417.092069 = -148069.496564
  nChanged 599
		SP:Iteration 1F (80982.060000 sec): 3 clusters
  Score: Raw -150892.933200 + Penalty 2417.092069 = -148475.841131
  nChanged 158
		SP:Iteration 2F (80982.090000 sec): 3 clusters
  Score: Raw -151015.784982 + Penalty 2417.092069 = -148598.692913
  nChanged 117
		SP:Iteration 3F (80982.120000 sec): 3 clusters
  Score: Raw -151135.935925 + Penalty 2417.092069 = -148718.843856
  nChanged 102
		SP:Iteration 4F (80982.160000 sec): 3 clusters
  Score: Raw -151249.305156 + Penalty 2417.092069 = -148832.213087
  nChanged 81
		SP:Iteration 5Q (80982.190000 sec): 3 clusters
  Score: Raw -151341.147196 + Penalty 2417.092069 = -148924.055127
  nChanged 68
		SP:Iteration 6Q (80982.220000 sec): 3 clusters
  Score: Raw -151415.704026 + Penalty 2417.092069 = -148998.611956
  nChanged 74
		SP:Iteration 7Q (80982.260000 sec): 3 clusters
  Score: Raw -151521.561986 + Penalty 2417.092069 = -149104.469917
  nChanged 67
		SP:Iteration 8Q (80982.290000 sec): 3 clusters
  Score: Raw -151619.695058 + Penalty 2417.092069 = -149202.602989
  nChanged 64
		SP:Iteration 9Q (80982.320000 sec): 3 clusters
  Score: Raw -151688.517415 + Penalty 2417.092069 = -149271.425345
  nChanged 50
		SP:Iteration 10Q (80982.360000 sec): 3 clusters
  Score: Raw -151740.780424 + Penalty 2417.092069 = -149323.688354
  nChanged 31
		SP:Iteration 11Q (80982.390000 sec): 3 clusters
  Score: Raw -151772.128720 + Penalty 2417.092069 = -149355.036651
  nChanged 26
		SP:Iteration 12Q (80982.420000 sec): 3 clusters
  Score: Raw -151799.353229 + Penalty 2417.092069 = -149382.261160
  nChanged 28
		SP:Iteration 13Q (80982.460000 sec): 3 clusters
  Score: Raw -151820.228321 + Penalty 2417.092069 = -149403.136252
  nChanged 18
		SP:Iteration 14Q (80982.490000 sec): 3 clusters
  Score: Raw -151831.653450 + Penalty 2417.092069 = -149414.561381
  nChanged 11
		SP:Iteration 15Q (80982.520000 sec): 3 clusters
  Score: Raw -151838.015428 + Penalty 2417.092069 = -149420.923359
  nChanged 8
		SP:Iteration 16Q (80982.550000 sec): 3 clusters
  Score: Raw -151844.574337 + Penalty 2417.092069 = -149427.482268
  nChanged 8
		SP:Iteration 17Q (80982.580000 sec): 3 clusters
  Score: Raw -151852.010586 + Penalty 2417.092069 = -149434.918517
  nChanged 14
		SP:Iteration 18Q (80982.620000 sec): 3 clusters
  Score: Raw -151860.956314 + Penalty 2417.092069 = -149443.864245
  nChanged 7
		SP:Iteration 19Q (80982.650000 sec): 3 clusters
  Score: Raw -151869.594490 + Penalty 2417.092069 = -149452.502421
  nChanged 11
		SP:Iteration 20F (80982.680000 sec): 3 clusters
  Score: Raw -151878.966888 + Penalty 2417.092069 = -149461.874819
  nChanged 9
		SP:Iteration 21Q (80982.720000 sec): 3 clusters
  Score: Raw -151884.101598 + Penalty 2417.092069 = -149467.009529
  nChanged 2
		SP:Iteration 22Q (80982.750000 sec): 3 clusters
  Score: Raw -151885.105098 + Penalty 2417.092069 = -149468.013029
  nChanged 2
		SP:Iteration 23Q (80982.780000 sec): 3 clusters
  Score: Raw -151886.521747 + Penalty 2417.092069 = -149469.429678
  nChanged 1
		SP:Iteration 24Q (80982.810000 sec): 3 clusters
  Score: Raw -151886.829910 + Penalty 2417.092069 = -149469.737841
  nChanged 1
		SP:Iteration 25Q (80982.850000 sec): 3 clusters
  Score: Raw -151887.171199 + Penalty 2417.092069 = -149470.079129
  nChanged 0
		SP:Iteration 26F (80982.880000 sec): 3 clusters
  Score: Raw -151887.171199 + Penalty 2417.092069 = -149470.079129
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 45 (2119 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (80982.940000 sec): 2 clusters
  Score: Raw -164853.572558 + Penalty 1244.538678 = -163609.033880
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (80982.990000 sec): 3 clusters
  Score: Raw -164007.058581 + Penalty 2489.077356 = -161517.981225
  nChanged 772
		SP:Iteration 1F (80983.030000 sec): 3 clusters
  Score: Raw -164695.484763 + Penalty 2489.077356 = -162206.407407
  nChanged 229
		SP:Iteration 2F (80983.060000 sec): 3 clusters
  Score: Raw -164953.184371 + Penalty 2489.077356 = -162464.107014
  nChanged 157
		SP:Iteration 3F (80983.100000 sec): 3 clusters
  Score: Raw -165175.596127 + Penalty 2489.077356 = -162686.518771
  nChanged 116
		SP:Iteration 4F (80983.140000 sec): 3 clusters
  Score: Raw -165300.668016 + Penalty 2489.077356 = -162811.590660
  nChanged 84
		SP:Iteration 5Q (80983.180000 sec): 3 clusters
  Score: Raw -165372.972442 + Penalty 2489.077356 = -162883.895085
  nChanged 60
		SP:Iteration 6Q (80983.220000 sec): 3 clusters
  Score: Raw -165424.504745 + Penalty 2489.077356 = -162935.427388
  nChanged 41
		SP:Iteration 7Q (80983.260000 sec): 3 clusters
  Score: Raw -165455.669684 + Penalty 2489.077356 = -162966.592328
  nChanged 36
		SP:Iteration 8Q (80983.300000 sec): 3 clusters
  Score: Raw -165483.280537 + Penalty 2489.077356 = -162994.203181
  nChanged 32
		SP:Iteration 9Q (80983.340000 sec): 3 clusters
  Score: Raw -165508.011617 + Penalty 2489.077356 = -163018.934261
  nChanged 29
		SP:Iteration 10Q (80983.380000 sec): 3 clusters
  Score: Raw -165527.266465 + Penalty 2489.077356 = -163038.189108
  nChanged 25
		SP:Iteration 11Q (80983.420000 sec): 3 clusters
  Score: Raw -165542.246730 + Penalty 2489.077356 = -163053.169373
  nChanged 13
		SP:Iteration 12Q (80983.460000 sec): 3 clusters
  Score: Raw -165554.820596 + Penalty 2489.077356 = -163065.743240
  nChanged 15
		SP:Iteration 13Q (80983.500000 sec): 3 clusters
  Score: Raw -165564.150276 + Penalty 2489.077356 = -163075.072920
  nChanged 10
		SP:Iteration 14Q (80983.540000 sec): 3 clusters
  Score: Raw -165571.169060 + Penalty 2489.077356 = -163082.091703
  nChanged 7
		SP:Iteration 15Q (80983.580000 sec): 3 clusters
  Score: Raw -165577.610896 + Penalty 2489.077356 = -163088.533540
  nChanged 9
		SP:Iteration 16Q (80983.620000 sec): 3 clusters
  Score: Raw -165583.873006 + Penalty 2489.077356 = -163094.795650
  nChanged 10
		SP:Iteration 17Q (80983.660000 sec): 3 clusters
  Score: Raw -165588.122646 + Penalty 2489.077356 = -163099.045289
  nChanged 5
		SP:Iteration 18Q (80983.700000 sec): 3 clusters
  Score: Raw -165590.663322 + Penalty 2489.077356 = -163101.585965
  nChanged 2
		SP:Iteration 19Q (80983.740000 sec): 3 clusters
  Score: Raw -165591.888220 + Penalty 2489.077356 = -163102.810863
  nChanged 4
		SP:Iteration 20F (80983.780000 sec): 3 clusters
  Score: Raw -165593.614394 + Penalty 2489.077356 = -163104.537038
  nChanged 3
		SP:Iteration 21Q (80983.820000 sec): 3 clusters
  Score: Raw -165594.576956 + Penalty 2489.077356 = -163105.499600
  nChanged 4
		SP:Iteration 22Q (80983.860000 sec): 3 clusters
  Score: Raw -165596.098277 + Penalty 2489.077356 = -163107.020920
  nChanged 2
		SP:Iteration 23Q (80983.900000 sec): 3 clusters
  Score: Raw -165596.723231 + Penalty 2489.077356 = -163107.645874
  nChanged 2
		SP:Iteration 24Q (80983.940000 sec): 3 clusters
  Score: Raw -165600.232877 + Penalty 2489.077356 = -163111.155521
  nChanged 4
		SP:Iteration 25Q (80983.980000 sec): 3 clusters
  Score: Raw -165601.385508 + Penalty 2489.077356 = -163112.308152
  nChanged 1
		SP:Iteration 26Q (80984.020000 sec): 3 clusters
  Score: Raw -165601.652010 + Penalty 2489.077356 = -163112.574653
  nChanged 1
		SP:Iteration 27Q (80984.060000 sec): 3 clusters
  Score: Raw -165601.957664 + Penalty 2489.077356 = -163112.880308
  nChanged 1
		SP:Iteration 28Q (80984.100000 sec): 3 clusters
  Score: Raw -165602.341334 + Penalty 2489.077356 = -163113.263978
  nChanged 1
		SP:Iteration 29Q (80984.130000 sec): 3 clusters
  Score: Raw -165602.863059 + Penalty 2489.077356 = -163113.785703
  nChanged 1
		SP:Iteration 30Q (80984.170000 sec): 3 clusters
  Score: Raw -165603.049554 + Penalty 2489.077356 = -163113.972197
  nChanged 1
		SP:Iteration 31Q (80984.210000 sec): 3 clusters
  Score: Raw -165603.380918 + Penalty 2489.077356 = -163114.303561
  nChanged 0
		SP:Iteration 32F (80984.250000 sec): 3 clusters
  Score: Raw -165603.380918 + Penalty 2489.077356 = -163114.303561
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 46 (3987 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (80984.330000 sec): 2 clusters
  Score: Raw -332248.463213 + Penalty 1347.254081 = -330901.209132
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (80984.400000 sec): 3 clusters
  Score: Raw -330301.001895 + Penalty 2694.508163 = -327606.493733
  nChanged 1507
		SP:Iteration 1F (80984.480000 sec): 3 clusters
  Score: Raw -331174.259214 + Penalty 2694.508163 = -328479.751051
  nChanged 275
		SP:Iteration 2F (80984.560000 sec): 3 clusters
  Score: Raw -331341.035997 + Penalty 2694.508163 = -328646.527834
  nChanged 201
		SP:Iteration 3F (80984.630000 sec): 3 clusters
  Score: Raw -331468.108744 + Penalty 2694.508163 = -328773.600582
  nChanged 189
		SP:Iteration 4Q (80984.710000 sec): 3 clusters
  Score: Raw -331593.037412 + Penalty 2694.508163 = -328898.529249
  nChanged 158
		SP:Iteration 5Q (80984.780000 sec): 3 clusters
  Score: Raw -331682.159555 + Penalty 2694.508163 = -328987.651392
  nChanged 131
		SP:Iteration 6Q (80984.860000 sec): 3 clusters
  Score: Raw -331768.456662 + Penalty 2694.508163 = -329073.948499
  nChanged 132
		SP:Iteration 7Q (80984.940000 sec): 3 clusters
  Score: Raw -331841.330251 + Penalty 2694.508163 = -329146.822088
  nChanged 125
		SP:Iteration 8Q (80985.010000 sec): 3 clusters
  Score: Raw -331923.745088 + Penalty 2694.508163 = -329229.236926
  nChanged 123
		SP:Iteration 9Q (80985.090000 sec): 3 clusters
  Score: Raw -332006.682965 + Penalty 2694.508163 = -329312.174802
  nChanged 120
		SP:Iteration 10Q (80985.160000 sec): 3 clusters
  Score: Raw -332088.806547 + Penalty 2694.508163 = -329394.298384
  nChanged 89
		SP:Iteration 11Q (80985.240000 sec): 3 clusters
  Score: Raw -332142.806707 + Penalty 2694.508163 = -329448.298544
  nChanged 79
		SP:Iteration 12Q (80985.320000 sec): 3 clusters
  Score: Raw -332185.970620 + Penalty 2694.508163 = -329491.462457
  nChanged 74
		SP:Iteration 13Q (80985.390000 sec): 3 clusters
  Score: Raw -332228.551932 + Penalty 2694.508163 = -329534.043769
  nChanged 76
		SP:Iteration 14Q (80985.460000 sec): 3 clusters
  Score: Raw -332268.827049 + Penalty 2694.508163 = -329574.318886
  nChanged 67
		SP:Iteration 15Q (80985.540000 sec): 3 clusters
  Score: Raw -332310.915924 + Penalty 2694.508163 = -329616.407761
  nChanged 64
		SP:Iteration 16Q (80985.610000 sec): 3 clusters
  Score: Raw -332350.581341 + Penalty 2694.508163 = -329656.073178
  nChanged 44
		SP:Iteration 17Q (80985.680000 sec): 3 clusters
  Score: Raw -332372.001399 + Penalty 2694.508163 = -329677.493236
  nChanged 31
		SP:Iteration 18Q (80985.760000 sec): 3 clusters
  Score: Raw -332389.723847 + Penalty 2694.508163 = -329695.215684
  nChanged 39
		SP:Iteration 19Q (80985.830000 sec): 3 clusters
  Score: Raw -332417.394142 + Penalty 2694.508163 = -329722.885979
  nChanged 39
		SP:Iteration 20F (80985.910000 sec): 3 clusters
  Score: Raw -332443.673759 + Penalty 2694.508163 = -329749.165596
  nChanged 25
		SP:Iteration 21Q (80985.980000 sec): 3 clusters
  Score: Raw -332460.971629 + Penalty 2694.508163 = -329766.463466
  nChanged 17
		SP:Iteration 22Q (80986.050000 sec): 3 clusters
  Score: Raw -332471.452849 + Penalty 2694.508163 = -329776.944686
  nChanged 14
		SP:Iteration 23Q (80986.120000 sec): 3 clusters
  Score: Raw -332480.247311 + Penalty 2694.508163 = -329785.739148
  nChanged 8
		SP:Iteration 24Q (80986.200000 sec): 3 clusters
  Score: Raw -332484.190376 + Penalty 2694.508163 = -329789.682213
  nChanged 9
		SP:Iteration 25Q (80986.270000 sec): 3 clusters
  Score: Raw -332488.598234 + Penalty 2694.508163 = -329794.090071
  nChanged 7
		SP:Iteration 26Q (80986.340000 sec): 3 clusters
  Score: Raw -332491.917185 + Penalty 2694.508163 = -329797.409023
  nChanged 9
		SP:Iteration 27Q (80986.420000 sec): 3 clusters
  Score: Raw -332497.215372 + Penalty 2694.508163 = -329802.707209
  nChanged 10
		SP:Iteration 28Q (80986.490000 sec): 3 clusters
  Score: Raw -332502.098953 + Penalty 2694.508163 = -329807.590790
  nChanged 13
		SP:Iteration 29Q (80986.560000 sec): 3 clusters
  Score: Raw -332509.717237 + Penalty 2694.508163 = -329815.209075
  nChanged 13
		SP:Iteration 30Q (80986.630000 sec): 3 clusters
  Score: Raw -332515.327328 + Penalty 2694.508163 = -329820.819165
  nChanged 9
		SP:Iteration 31Q (80986.700000 sec): 3 clusters
  Score: Raw -332521.274005 + Penalty 2694.508163 = -329826.765842
  nChanged 5
		SP:Iteration 32Q (80986.780000 sec): 3 clusters
  Score: Raw -332524.103226 + Penalty 2694.508163 = -329829.595063
  nChanged 8
		SP:Iteration 33Q (80986.850000 sec): 3 clusters
  Score: Raw -332529.167090 + Penalty 2694.508163 = -329834.658927
  nChanged 4
		SP:Iteration 34Q (80986.920000 sec): 3 clusters
  Score: Raw -332531.148855 + Penalty 2694.508163 = -329836.640693
  nChanged 6
		SP:Iteration 35Q (80986.990000 sec): 3 clusters
  Score: Raw -332534.196851 + Penalty 2694.508163 = -329839.688688
  nChanged 5
		SP:Iteration 36Q (80987.060000 sec): 3 clusters
  Score: Raw -332537.410374 + Penalty 2694.508163 = -329842.902212
  nChanged 3
		SP:Iteration 37Q (80987.130000 sec): 3 clusters
  Score: Raw -332538.699008 + Penalty 2694.508163 = -329844.190845
  nChanged 2
		SP:Iteration 38Q (80987.200000 sec): 3 clusters
  Score: Raw -332540.137971 + Penalty 2694.508163 = -329845.629809
  nChanged 1
		SP:Iteration 39Q (80987.280000 sec): 3 clusters
  Score: Raw -332540.708515 + Penalty 2694.508163 = -329846.200352
  nChanged 1
		SP:Iteration 40F (80987.350000 sec): 3 clusters
  Score: Raw -332541.131970 + Penalty 2694.508163 = -329846.623807
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 47 (3572 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (80987.420000 sec): 2 clusters
  Score: Raw -303437.236634 + Penalty 1329.393153 = -302107.843481
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (80987.490000 sec): 3 clusters
  Score: Raw -301676.551272 + Penalty 2658.786306 = -299017.764966
  nChanged 1411
		SP:Iteration 1F (80987.550000 sec): 3 clusters
  Score: Raw -302572.764618 + Penalty 2658.786306 = -299913.978312
  nChanged 287
		SP:Iteration 2F (80987.620000 sec): 3 clusters
  Score: Raw -302748.371354 + Penalty 2658.786306 = -300089.585048
  nChanged 230
		SP:Iteration 3F (80987.680000 sec): 3 clusters
  Score: Raw -302886.629936 + Penalty 2658.786306 = -300227.843629
  nChanged 143
		SP:Iteration 4Q (80987.750000 sec): 3 clusters
  Score: Raw -302973.783757 + Penalty 2658.786306 = -300314.997451
  nChanged 121
		SP:Iteration 5Q (80987.820000 sec): 3 clusters
  Score: Raw -303042.821943 + Penalty 2658.786306 = -300384.035637
  nChanged 110
		SP:Iteration 6Q (80987.880000 sec): 3 clusters
  Score: Raw -303095.857596 + Penalty 2658.786306 = -300437.071289
  nChanged 83
		SP:Iteration 7Q (80987.950000 sec): 3 clusters
  Score: Raw -303135.481063 + Penalty 2658.786306 = -300476.694757
  nChanged 71
		SP:Iteration 8Q (80988.020000 sec): 3 clusters
  Score: Raw -303172.829982 + Penalty 2658.786306 = -300514.043676
  nChanged 61
		SP:Iteration 9Q (80988.080000 sec): 3 clusters
  Score: Raw -303203.335359 + Penalty 2658.786306 = -300544.549053
  nChanged 70
		SP:Iteration 10Q (80988.150000 sec): 3 clusters
  Score: Raw -303231.745173 + Penalty 2658.786306 = -300572.958867
  nChanged 51
		SP:Iteration 11Q (80988.220000 sec): 3 clusters
  Score: Raw -303247.704496 + Penalty 2658.786306 = -300588.918190
  nChanged 34
		SP:Iteration 12Q (80988.290000 sec): 3 clusters
  Score: Raw -303260.471252 + Penalty 2658.786306 = -300601.684946
  nChanged 31
		SP:Iteration 13Q (80988.360000 sec): 3 clusters
  Score: Raw -303269.892048 + Penalty 2658.786306 = -300611.105742
  nChanged 23
		SP:Iteration 14Q (80988.420000 sec): 3 clusters
  Score: Raw -303275.408533 + Penalty 2658.786306 = -300616.622226
  nChanged 13
		SP:Iteration 15Q (80988.490000 sec): 3 clusters
  Score: Raw -303278.669690 + Penalty 2658.786306 = -300619.883384
  nChanged 13
		SP:Iteration 16Q (80988.560000 sec): 3 clusters
  Score: Raw -303281.373828 + Penalty 2658.786306 = -300622.587522
  nChanged 11
		SP:Iteration 17Q (80988.620000 sec): 3 clusters
  Score: Raw -303284.016906 + Penalty 2658.786306 = -300625.230600
  nChanged 13
		SP:Iteration 18Q (80988.690000 sec): 3 clusters
  Score: Raw -303286.289011 + Penalty 2658.786306 = -300627.502705
  nChanged 8
		SP:Iteration 19Q (80988.760000 sec): 3 clusters
  Score: Raw -303287.977467 + Penalty 2658.786306 = -300629.191161
  nChanged 3
		SP:Iteration 20F (80988.820000 sec): 3 clusters
  Score: Raw -303289.033757 + Penalty 2658.786306 = -300630.247451
  nChanged 3
		SP:Iteration 21Q (80988.890000 sec): 3 clusters
  Score: Raw -303289.883084 + Penalty 2658.786306 = -300631.096778
  nChanged 2
		SP:Iteration 22Q (80988.960000 sec): 3 clusters
  Score: Raw -303290.089414 + Penalty 2658.786306 = -300631.303108
  nChanged 1
		SP:Iteration 23Q (80989.020000 sec): 3 clusters
  Score: Raw -303290.464503 + Penalty 2658.786306 = -300631.678197
  nChanged 2
		SP:Iteration 24Q (80989.090000 sec): 3 clusters
  Score: Raw -303290.948305 + Penalty 2658.786306 = -300632.161999
  nChanged 3
		SP:Iteration 25Q (80989.160000 sec): 3 clusters
  Score: Raw -303292.265622 + Penalty 2658.786306 = -300633.479316
  nChanged 4
		SP:Iteration 26Q (80989.230000 sec): 3 clusters
  Score: Raw -303294.568434 + Penalty 2658.786306 = -300635.782128
  nChanged 6
		SP:Iteration 27Q (80989.290000 sec): 3 clusters
  Score: Raw -303295.670194 + Penalty 2658.786306 = -300636.883888
  nChanged 4
		SP:Iteration 28Q (80989.360000 sec): 3 clusters
  Score: Raw -303296.629906 + Penalty 2658.786306 = -300637.843600
  nChanged 6
		SP:Iteration 29Q (80989.430000 sec): 3 clusters
  Score: Raw -303298.071089 + Penalty 2658.786306 = -300639.284783
  nChanged 3
		SP:Iteration 30Q (80989.490000 sec): 3 clusters
  Score: Raw -303298.662027 + Penalty 2658.786306 = -300639.875721
  nChanged 3
		SP:Iteration 31Q (80989.560000 sec): 3 clusters
  Score: Raw -303299.206276 + Penalty 2658.786306 = -300640.419970
  nChanged 0
		SP:Iteration 32F (80989.630000 sec): 3 clusters
  Score: Raw -303299.206276 + Penalty 2658.786306 = -300640.419970
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 48 (38190 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (80989.950000 sec): 2 clusters
  Score: Raw -3452829.741730 + Penalty 1714.428459 = -3451115.313271
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (80990.400000 sec): 3 clusters
  Score: Raw -3429087.578703 + Penalty 3428.856919 = -3425658.721784
  nChanged 17688
		SP:Iteration 1F (80990.840000 sec): 3 clusters
  Score: Raw -3438755.125704 + Penalty 3428.856919 = -3435326.268786
  nChanged 1530
		SP:Iteration 2Q (80991.280000 sec): 3 clusters
  Score: Raw -3439143.937812 + Penalty 3428.856919 = -3435715.080894
  nChanged 1374
		SP:Iteration 3Q (80991.720000 sec): 3 clusters
  Score: Raw -3439486.163706 + Penalty 3428.856919 = -3436057.306787
  nChanged 1310
		SP:Iteration 4Q (80992.150000 sec): 3 clusters
  Score: Raw -3439823.277227 + Penalty 3428.856919 = -3436394.420308
  nChanged 1289
		SP:Iteration 5Q (80992.560000 sec): 3 clusters
  Score: Raw -3440184.721838 + Penalty 3428.856919 = -3436755.864919
  nChanged 1387
		SP:Iteration 6Q (80992.970000 sec): 3 clusters
  Score: Raw -3440657.349124 + Penalty 3428.856919 = -3437228.492206
  nChanged 1617
		SP:Iteration 7Q (80993.410000 sec): 3 clusters
  Score: Raw -3441310.721144 + Penalty 3428.856919 = -3437881.864225
  nChanged 1881
		SP:Iteration 8Q (80993.820000 sec): 3 clusters
  Score: Raw -3442234.123257 + Penalty 3428.856919 = -3438805.266338
  nChanged 2202
		SP:Iteration 9F (80994.230000 sec): 3 clusters
  Score: Raw -3443483.519148 + Penalty 3428.856919 = -3440054.662229
  nChanged 2409
		SP:Iteration 10F (80994.650000 sec): 3 clusters
  Score: Raw -3445055.263404 + Penalty 3428.856919 = -3441626.406485
  nChanged 2459
		SP:Iteration 11F (80995.060000 sec): 3 clusters
  Score: Raw -3446786.629443 + Penalty 3428.856919 = -3443357.772524
  nChanged 2274
		SP:Iteration 12F (80995.470000 sec): 3 clusters
  Score: Raw -3448461.148069 + Penalty 3428.856919 = -3445032.291151
  nChanged 1904
		SP:Iteration 13Q (80995.930000 sec): 3 clusters
  Score: Raw -3449898.309917 + Penalty 3428.856919 = -3446469.452998
  nChanged 1473
		SP:Iteration 14Q (80996.360000 sec): 3 clusters
  Score: Raw -3451026.225590 + Penalty 3428.856919 = -3447597.368671
  nChanged 1044
		SP:Iteration 15Q (80996.780000 sec): 3 clusters
  Score: Raw -3451818.352169 + Penalty 3428.856919 = -3448389.495250
  nChanged 696
		SP:Iteration 16Q (80997.190000 sec): 3 clusters
  Score: Raw -3452352.599284 + Penalty 3428.856919 = -3448923.742366
  nChanged 403
		SP:Iteration 17Q (80997.600000 sec): 3 clusters
  Score: Raw -3452645.980828 + Penalty 3428.856919 = -3449217.123909
  nChanged 217
		SP:Iteration 18Q (80998.050000 sec): 3 clusters
  Score: Raw -3452810.446441 + Penalty 3428.856919 = -3449381.589522
  nChanged 128
		SP:Iteration 19Q (80998.510000 sec): 3 clusters
  Score: Raw -3452905.853650 + Penalty 3428.856919 = -3449476.996731
  nChanged 88
		SP:Iteration 20F (80998.880000 sec): 3 clusters
  Score: Raw -3452973.480415 + Penalty 3428.856919 = -3449544.623496
  nChanged 56
		SP:Iteration 21Q (80999.250000 sec): 3 clusters
  Score: Raw -3453016.431184 + Penalty 3428.856919 = -3449587.574265
  nChanged 45
		SP:Iteration 22Q (80999.630000 sec): 3 clusters
  Score: Raw -3453054.690019 + Penalty 3428.856919 = -3449625.833100
  nChanged 35
		SP:Iteration 23Q (80999.980000 sec): 3 clusters
  Score: Raw -3453084.537663 + Penalty 3428.856919 = -3449655.680744
  nChanged 21
		SP:Iteration 24Q (81000.370000 sec): 3 clusters
  Score: Raw -3453105.700395 + Penalty 3428.856919 = -3449676.843476
  nChanged 20
		SP:Iteration 25Q (81000.720000 sec): 3 clusters
  Score: Raw -3453117.151225 + Penalty 3428.856919 = -3449688.294307
  nChanged 9
		SP:Iteration 26Q (81001.080000 sec): 3 clusters
  Score: Raw -3453121.570600 + Penalty 3428.856919 = -3449692.713681
  nChanged 14
		SP:Iteration 27Q (81001.420000 sec): 3 clusters
  Score: Raw -3453129.114165 + Penalty 3428.856919 = -3449700.257246
  nChanged 9
		SP:Iteration 28Q (81001.820000 sec): 3 clusters
  Score: Raw -3453134.312838 + Penalty 3428.856919 = -3449705.455919
  nChanged 4
		SP:Iteration 29Q (81002.220000 sec): 3 clusters
  Score: Raw -3453136.429958 + Penalty 3428.856919 = -3449707.573040
  nChanged 2
		SP:Iteration 30Q (81002.560000 sec): 3 clusters
  Score: Raw -3453137.934678 + Penalty 3428.856919 = -3449709.077759
  nChanged 2
		SP:Iteration 31Q (81002.960000 sec): 3 clusters
  Score: Raw -3453138.731617 + Penalty 3428.856919 = -3449709.874699
  nChanged 0
		SP:Iteration 32F (81003.330000 sec): 3 clusters
  Score: Raw -3453138.731617 + Penalty 3428.856919 = -3449709.874699
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 49 (1668 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (81003.380000 sec): 2 clusters
  Score: Raw -124548.717566 + Penalty 1205.649345 = -123343.068221
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (81003.430000 sec): 3 clusters
  Score: Raw -123978.138708 + Penalty 2411.298689 = -121566.840019
  nChanged 570
		SP:Iteration 1F (81003.480000 sec): 3 clusters
  Score: Raw -124650.927534 + Penalty 2411.298689 = -122239.628844
  nChanged 193
		SP:Iteration 2F (81003.510000 sec): 3 clusters
  Score: Raw -124950.689456 + Penalty 2411.298689 = -122539.390766
  nChanged 131
		SP:Iteration 3F (81003.540000 sec): 3 clusters
  Score: Raw -125125.422188 + Penalty 2411.298689 = -122714.123499
  nChanged 92
		SP:Iteration 4F (81003.570000 sec): 3 clusters
  Score: Raw -125266.664587 + Penalty 2411.298689 = -122855.365898
  nChanged 72
		SP:Iteration 5Q (81003.600000 sec): 3 clusters
  Score: Raw -125370.186804 + Penalty 2411.298689 = -122958.888114
  nChanged 43
		SP:Iteration 6Q (81003.630000 sec): 3 clusters
  Score: Raw -125421.323511 + Penalty 2411.298689 = -123010.024822
  nChanged 27
		SP:Iteration 7Q (81003.660000 sec): 3 clusters
  Score: Raw -125446.246556 + Penalty 2411.298689 = -123034.947867
  nChanged 26
		SP:Iteration 8Q (81003.700000 sec): 3 clusters
  Score: Raw -125480.876317 + Penalty 2411.298689 = -123069.577627
  nChanged 18
		SP:Iteration 9Q (81003.720000 sec): 3 clusters
  Score: Raw -125502.835722 + Penalty 2411.298689 = -123091.537033
  nChanged 21
		SP:Iteration 10Q (81003.760000 sec): 3 clusters
  Score: Raw -125531.409090 + Penalty 2411.298689 = -123120.110401
  nChanged 23
		SP:Iteration 11Q (81003.790000 sec): 3 clusters
  Score: Raw -125553.540720 + Penalty 2411.298689 = -123142.242030
  nChanged 16
		SP:Iteration 12Q (81003.820000 sec): 3 clusters
  Score: Raw -125572.368130 + Penalty 2411.298689 = -123161.069441
  nChanged 19
		SP:Iteration 13Q (81003.850000 sec): 3 clusters
  Score: Raw -125588.228968 + Penalty 2411.298689 = -123176.930278
  nChanged 13
		SP:Iteration 14Q (81003.880000 sec): 3 clusters
  Score: Raw -125597.515500 + Penalty 2411.298689 = -123186.216811
  nChanged 11
		SP:Iteration 15Q (81003.910000 sec): 3 clusters
  Score: Raw -125607.506260 + Penalty 2411.298689 = -123196.207570
  nChanged 9
		SP:Iteration 16Q (81003.940000 sec): 3 clusters
  Score: Raw -125616.070732 + Penalty 2411.298689 = -123204.772043
  nChanged 5
		SP:Iteration 17Q (81003.970000 sec): 3 clusters
  Score: Raw -125620.989426 + Penalty 2411.298689 = -123209.690736
  nChanged 4
		SP:Iteration 18Q (81004.000000 sec): 3 clusters
  Score: Raw -125623.088099 + Penalty 2411.298689 = -123211.789409
  nChanged 3
		SP:Iteration 19Q (81004.030000 sec): 3 clusters
  Score: Raw -125624.480878 + Penalty 2411.298689 = -123213.182189
  nChanged 4
		SP:Iteration 20F (81004.060000 sec): 3 clusters
  Score: Raw -125626.507275 + Penalty 2411.298689 = -123215.208586
  nChanged 5
		SP:Iteration 21Q (81004.090000 sec): 3 clusters
  Score: Raw -125629.802974 + Penalty 2411.298689 = -123218.504284
  nChanged 9
		SP:Iteration 22Q (81004.120000 sec): 3 clusters
  Score: Raw -125635.399783 + Penalty 2411.298689 = -123224.101094
  nChanged 4
		SP:Iteration 23Q (81004.150000 sec): 3 clusters
  Score: Raw -125637.574457 + Penalty 2411.298689 = -123226.275768
  nChanged 3
		SP:Iteration 24Q (81004.180000 sec): 3 clusters
  Score: Raw -125638.309743 + Penalty 2411.298689 = -123227.011054
  nChanged 2
		SP:Iteration 25Q (81004.210000 sec): 3 clusters
  Score: Raw -125638.956497 + Penalty 2411.298689 = -123227.657808
  nChanged 0
		SP:Iteration 26F (81004.240000 sec): 3 clusters
  Score: Raw -125638.956497 + Penalty 2411.298689 = -123227.657808
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 50 (2644 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (81004.310000 sec): 2 clusters
  Score: Raw -209990.120184 + Penalty 1280.507833 = -208709.612351
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (81004.360000 sec): 3 clusters
  Score: Raw -208816.112870 + Penalty 2561.015665 = -206255.097205
  nChanged 970
		SP:Iteration 1F (81004.410000 sec): 3 clusters
  Score: Raw -209646.612982 + Penalty 2561.015665 = -207085.597317
  nChanged 289
		SP:Iteration 2F (81004.460000 sec): 3 clusters
  Score: Raw -210080.858502 + Penalty 2561.015665 = -207519.842837
  nChanged 256
		SP:Iteration 3F (81004.510000 sec): 3 clusters
  Score: Raw -210501.234544 + Penalty 2561.015665 = -207940.218879
  nChanged 222
		SP:Iteration 4F (81004.560000 sec): 3 clusters
  Score: Raw -210788.951588 + Penalty 2561.015665 = -208227.935923
  nChanged 151
		SP:Iteration 5F (81004.610000 sec): 3 clusters
  Score: Raw -210963.863930 + Penalty 2561.015665 = -208402.848264
  nChanged 98
		SP:Iteration 6Q (81004.660000 sec): 3 clusters
  Score: Raw -211059.569276 + Penalty 2561.015665 = -208498.553610
  nChanged 50
		SP:Iteration 7Q (81004.700000 sec): 3 clusters
  Score: Raw -211107.588462 + Penalty 2561.015665 = -208546.572796
  nChanged 36
		SP:Iteration 8Q (81004.750000 sec): 3 clusters
  Score: Raw -211144.212024 + Penalty 2561.015665 = -208583.196359
  nChanged 30
		SP:Iteration 9Q (81004.800000 sec): 3 clusters
  Score: Raw -211171.286365 + Penalty 2561.015665 = -208610.270700
  nChanged 21
		SP:Iteration 10Q (81004.850000 sec): 3 clusters
  Score: Raw -211190.659440 + Penalty 2561.015665 = -208629.643774
  nChanged 15
		SP:Iteration 11Q (81004.900000 sec): 3 clusters
  Score: Raw -211205.967612 + Penalty 2561.015665 = -208644.951947
  nChanged 15
		SP:Iteration 12Q (81004.940000 sec): 3 clusters
  Score: Raw -211214.131929 + Penalty 2561.015665 = -208653.116264
  nChanged 10
		SP:Iteration 13Q (81004.990000 sec): 3 clusters
  Score: Raw -211217.279293 + Penalty 2561.015665 = -208656.263627
  nChanged 4
		SP:Iteration 14Q (81005.040000 sec): 3 clusters
  Score: Raw -211218.288687 + Penalty 2561.015665 = -208657.273022
  nChanged 4
		SP:Iteration 15Q (81005.090000 sec): 3 clusters
  Score: Raw -211221.131055 + Penalty 2561.015665 = -208660.115389
  nChanged 5
		SP:Iteration 16Q (81005.140000 sec): 3 clusters
  Score: Raw -211223.645723 + Penalty 2561.015665 = -208662.630057
  nChanged 3
		SP:Iteration 17Q (81005.180000 sec): 3 clusters
  Score: Raw -211224.793394 + Penalty 2561.015665 = -208663.777729
  nChanged 4
		SP:Iteration 18Q (81005.230000 sec): 3 clusters
  Score: Raw -211227.467571 + Penalty 2561.015665 = -208666.451905
  nChanged 2
		SP:Iteration 19Q (81005.280000 sec): 3 clusters
  Score: Raw -211228.001085 + Penalty 2561.015665 = -208666.985420
  nChanged 1
		SP:Iteration 20F (81005.330000 sec): 3 clusters
  Score: Raw -211229.052959 + Penalty 2561.015665 = -208668.037294
  nChanged 2
		SP:Iteration 21Q (81005.380000 sec): 3 clusters
  Score: Raw -211230.444055 + Penalty 2561.015665 = -208669.428390
  nChanged 2
		SP:Iteration 22Q (81005.420000 sec): 3 clusters
  Score: Raw -211231.901449 + Penalty 2561.015665 = -208670.885784
  nChanged 1
		SP:Iteration 23Q (81005.470000 sec): 3 clusters
  Score: Raw -211232.152488 + Penalty 2561.015665 = -208671.136823
  nChanged 1
		SP:Iteration 24Q (81005.520000 sec): 3 clusters
  Score: Raw -211232.692974 + Penalty 2561.015665 = -208671.677308
  nChanged 1
		SP:Iteration 25Q (81005.570000 sec): 3 clusters
  Score: Raw -211232.970510 + Penalty 2561.015665 = -208671.954845
  nChanged 3
		SP:Iteration 26Q (81005.620000 sec): 3 clusters
  Score: Raw -211233.786541 + Penalty 2561.015665 = -208672.770876
  nChanged 0
		SP:Iteration 27F (81005.660000 sec): 3 clusters
  Score: Raw -211233.786541 + Penalty 2561.015665 = -208672.770876
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 51 (3481 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (81005.740000 sec): 2 clusters
  Score: Raw -282941.677004 + Penalty 1325.199669 = -281616.477335
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (81005.800000 sec): 3 clusters
  Score: Raw -281299.979368 + Penalty 2650.399339 = -278649.580030
  nChanged 1360
		SP:Iteration 1F (81005.870000 sec): 3 clusters
  Score: Raw -282189.145356 + Penalty 2650.399339 = -279538.746017
  nChanged 329
		SP:Iteration 2F (81005.940000 sec): 3 clusters
  Score: Raw -282484.781349 + Penalty 2650.399339 = -279834.382010
  nChanged 256
		SP:Iteration 3F (81006.000000 sec): 3 clusters
  Score: Raw -282692.292119 + Penalty 2650.399339 = -280041.892781
  nChanged 209
		SP:Iteration 4F (81006.060000 sec): 3 clusters
  Score: Raw -282883.580626 + Penalty 2650.399339 = -280233.181287
  nChanged 175
		SP:Iteration 5F (81006.130000 sec): 3 clusters
  Score: Raw -283009.277363 + Penalty 2650.399339 = -280358.878024
  nChanged 132
		SP:Iteration 6Q (81006.190000 sec): 3 clusters
  Score: Raw -283103.379481 + Penalty 2650.399339 = -280452.980143
  nChanged 103
		SP:Iteration 7Q (81006.260000 sec): 3 clusters
  Score: Raw -283171.065945 + Penalty 2650.399339 = -280520.666607
  nChanged 77
		SP:Iteration 8Q (81006.390000 sec): 3 clusters
  Score: Raw -283219.394882 + Penalty 2650.399339 = -280568.995543
  nChanged 76
		SP:Iteration 9Q (81006.460000 sec): 3 clusters
  Score: Raw -283260.858449 + Penalty 2650.399339 = -280610.459110
  nChanged 63
		SP:Iteration 10Q (81006.530000 sec): 3 clusters
  Score: Raw -283290.958571 + Penalty 2650.399339 = -280640.559233
  nChanged 38
		SP:Iteration 11Q (81006.590000 sec): 3 clusters
  Score: Raw -283310.483415 + Penalty 2650.399339 = -280660.084077
  nChanged 37
		SP:Iteration 12Q (81006.660000 sec): 3 clusters
  Score: Raw -283330.729173 + Penalty 2650.399339 = -280680.329834
  nChanged 33
		SP:Iteration 13Q (81006.720000 sec): 3 clusters
  Score: Raw -283350.149608 + Penalty 2650.399339 = -280699.750269
  nChanged 30
		SP:Iteration 14Q (81006.790000 sec): 3 clusters
  Score: Raw -283365.476361 + Penalty 2650.399339 = -280715.077022
  nChanged 28
		SP:Iteration 15Q (81006.850000 sec): 3 clusters
  Score: Raw -283376.893441 + Penalty 2650.399339 = -280726.494103
  nChanged 19
		SP:Iteration 16Q (81006.920000 sec): 3 clusters
  Score: Raw -283385.942726 + Penalty 2650.399339 = -280735.543387
  nChanged 18
		SP:Iteration 17Q (81006.980000 sec): 3 clusters
  Score: Raw -283393.173597 + Penalty 2650.399339 = -280742.774259
  nChanged 16
		SP:Iteration 18Q (81007.040000 sec): 3 clusters
  Score: Raw -283399.757991 + Penalty 2650.399339 = -280749.358653
  nChanged 11
		SP:Iteration 19Q (81007.110000 sec): 3 clusters
  Score: Raw -283404.561287 + Penalty 2650.399339 = -280754.161949
  nChanged 8
		SP:Iteration 20F (81007.170000 sec): 3 clusters
  Score: Raw -283407.350542 + Penalty 2650.399339 = -280756.951203
  nChanged 5
		SP:Iteration 21Q (81007.240000 sec): 3 clusters
  Score: Raw -283408.498582 + Penalty 2650.399339 = -280758.099244
  nChanged 7
		SP:Iteration 22Q (81007.300000 sec): 3 clusters
  Score: Raw -283410.573124 + Penalty 2650.399339 = -280760.173786
  nChanged 6
		SP:Iteration 23Q (81007.370000 sec): 3 clusters
  Score: Raw -283412.668061 + Penalty 2650.399339 = -280762.268722
  nChanged 5
		SP:Iteration 24Q (81007.430000 sec): 3 clusters
  Score: Raw -283413.765458 + Penalty 2650.399339 = -280763.366120
  nChanged 7
		SP:Iteration 25Q (81007.500000 sec): 3 clusters
  Score: Raw -283416.084927 + Penalty 2650.399339 = -280765.685588
  nChanged 5
		SP:Iteration 26Q (81007.560000 sec): 3 clusters
  Score: Raw -283418.376489 + Penalty 2650.399339 = -280767.977150
  nChanged 5
		SP:Iteration 27Q (81007.630000 sec): 3 clusters
  Score: Raw -283419.675661 + Penalty 2650.399339 = -280769.276322
  nChanged 1
		SP:Iteration 28Q (81007.690000 sec): 3 clusters
  Score: Raw -283420.126754 + Penalty 2650.399339 = -280769.727415
  nChanged 0
		SP:Iteration 29F (81007.760000 sec): 3 clusters
  Score: Raw -283420.126754 + Penalty 2650.399339 = -280769.727415
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 52 (6116 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (81007.860000 sec): 2 clusters
  Score: Raw -569925.165667 + Penalty 1416.782830 = -568508.382837
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (81007.990000 sec): 3 clusters
  Score: Raw -566632.191109 + Penalty 2833.565659 = -563798.625449
  nChanged 2533
		SP:Iteration 1F (81008.100000 sec): 3 clusters
  Score: Raw -568000.093275 + Penalty 2833.565659 = -565166.527615
  nChanged 391
		SP:Iteration 2F (81008.200000 sec): 3 clusters
  Score: Raw -568194.465594 + Penalty 2833.565659 = -565360.899935
  nChanged 305
		SP:Iteration 3Q (81008.310000 sec): 3 clusters
  Score: Raw -568317.162569 + Penalty 2833.565659 = -565483.596910
  nChanged 204
		SP:Iteration 4Q (81008.420000 sec): 3 clusters
  Score: Raw -568387.456671 + Penalty 2833.565659 = -565553.891012
  nChanged 168
		SP:Iteration 5Q (81008.520000 sec): 3 clusters
  Score: Raw -568443.856707 + Penalty 2833.565659 = -565610.291048
  nChanged 141
		SP:Iteration 6Q (81008.630000 sec): 3 clusters
  Score: Raw -568493.043533 + Penalty 2833.565659 = -565659.477874
  nChanged 139
		SP:Iteration 7Q (81008.740000 sec): 3 clusters
  Score: Raw -568544.364803 + Penalty 2833.565659 = -565710.799143
  nChanged 138
		SP:Iteration 8Q (81008.850000 sec): 3 clusters
  Score: Raw -568594.753085 + Penalty 2833.565659 = -565761.187426
  nChanged 145
		SP:Iteration 9Q (81008.960000 sec): 3 clusters
  Score: Raw -568644.980968 + Penalty 2833.565659 = -565811.415309
  nChanged 118
		SP:Iteration 10Q (81009.060000 sec): 3 clusters
  Score: Raw -568690.189356 + Penalty 2833.565659 = -565856.623696
  nChanged 132
		SP:Iteration 11Q (81009.170000 sec): 3 clusters
  Score: Raw -568738.311348 + Penalty 2833.565659 = -565904.745688
  nChanged 137
		SP:Iteration 12Q (81009.280000 sec): 3 clusters
  Score: Raw -568788.390964 + Penalty 2833.565659 = -565954.825304
  nChanged 127
		SP:Iteration 13Q (81009.380000 sec): 3 clusters
  Score: Raw -568841.769223 + Penalty 2833.565659 = -566008.203564
  nChanged 136
		SP:Iteration 14Q (81009.490000 sec): 3 clusters
  Score: Raw -568900.903012 + Penalty 2833.565659 = -566067.337353
  nChanged 148
		SP:Iteration 15Q (81009.600000 sec): 3 clusters
  Score: Raw -568969.480564 + Penalty 2833.565659 = -566135.914905
  nChanged 147
		SP:Iteration 16Q (81009.710000 sec): 3 clusters
  Score: Raw -569055.786413 + Penalty 2833.565659 = -566222.220754
  nChanged 170
		SP:Iteration 17Q (81009.820000 sec): 3 clusters
  Score: Raw -569146.658310 + Penalty 2833.565659 = -566313.092651
  nChanged 165
		SP:Iteration 18Q (81009.920000 sec): 3 clusters
  Score: Raw -569249.104757 + Penalty 2833.565659 = -566415.539098
  nChanged 164
		SP:Iteration 19Q (81010.030000 sec): 3 clusters
  Score: Raw -569353.126791 + Penalty 2833.565659 = -566519.561131
  nChanged 175
		SP:Iteration 20F (81010.140000 sec): 3 clusters
  Score: Raw -569465.489607 + Penalty 2833.565659 = -566631.923947
  nChanged 145
		SP:Iteration 21Q (81010.240000 sec): 3 clusters
  Score: Raw -569546.899166 + Penalty 2833.565659 = -566713.333507
  nChanged 109
		SP:Iteration 22Q (81010.340000 sec): 3 clusters
  Score: Raw -569605.807448 + Penalty 2833.565659 = -566772.241789
  nChanged 105
		SP:Iteration 23Q (81010.450000 sec): 3 clusters
  Score: Raw -569665.786247 + Penalty 2833.565659 = -566832.220588
  nChanged 86
		SP:Iteration 24Q (81010.550000 sec): 3 clusters
  Score: Raw -569717.830784 + Penalty 2833.565659 = -566884.265125
  nChanged 82
		SP:Iteration 25Q (81010.660000 sec): 3 clusters
  Score: Raw -569760.295111 + Penalty 2833.565659 = -566926.729451
  nChanged 54
		SP:Iteration 26Q (81010.760000 sec): 3 clusters
  Score: Raw -569791.208671 + Penalty 2833.565659 = -566957.643012
  nChanged 55
		SP:Iteration 27Q (81010.860000 sec): 3 clusters
  Score: Raw -569820.710831 + Penalty 2833.565659 = -566987.145172
  nChanged 54
		SP:Iteration 28Q (81010.960000 sec): 3 clusters
  Score: Raw -569857.395911 + Penalty 2833.565659 = -567023.830252
  nChanged 65
		SP:Iteration 29Q (81011.060000 sec): 3 clusters
  Score: Raw -569905.443159 + Penalty 2833.565659 = -567071.877500
  nChanged 68
		SP:Iteration 30Q (81011.160000 sec): 3 clusters
  Score: Raw -569964.572014 + Penalty 2833.565659 = -567131.006355
  nChanged 65
		SP:Iteration 31Q (81011.260000 sec): 3 clusters
  Score: Raw -570014.433720 + Penalty 2833.565659 = -567180.868061
  nChanged 54
		SP:Iteration 32Q (81011.360000 sec): 3 clusters
  Score: Raw -570048.409955 + Penalty 2833.565659 = -567214.844296
  nChanged 41
		SP:Iteration 33Q (81011.460000 sec): 3 clusters
  Score: Raw -570067.947995 + Penalty 2833.565659 = -567234.382336
  nChanged 33
		SP:Iteration 34Q (81011.560000 sec): 3 clusters
  Score: Raw -570083.030394 + Penalty 2833.565659 = -567249.464734
  nChanged 29
		SP:Iteration 35Q (81011.660000 sec): 3 clusters
  Score: Raw -570094.873696 + Penalty 2833.565659 = -567261.308036
  nChanged 24
		SP:Iteration 36Q (81011.770000 sec): 3 clusters
  Score: Raw -570105.300645 + Penalty 2833.565659 = -567271.734986
  nChanged 24
		SP:Iteration 37Q (81011.870000 sec): 3 clusters
  Score: Raw -570114.363780 + Penalty 2833.565659 = -567280.798120
  nChanged 13
		SP:Iteration 38Q (81011.970000 sec): 3 clusters
  Score: Raw -570118.110122 + Penalty 2833.565659 = -567284.544462
  nChanged 9
		SP:Iteration 39Q (81012.070000 sec): 3 clusters
  Score: Raw -570121.109420 + Penalty 2833.565659 = -567287.543761
  nChanged 10
		SP:Iteration 40F (81012.180000 sec): 3 clusters
  Score: Raw -570124.817937 + Penalty 2833.565659 = -567291.252278
  nChanged 9
		SP:Iteration 41Q (81012.270000 sec): 3 clusters
  Score: Raw -570127.229490 + Penalty 2833.565659 = -567293.663831
  nChanged 3
		SP:Iteration 42Q (81012.370000 sec): 3 clusters
  Score: Raw -570128.027919 + Penalty 2833.565659 = -567294.462259
  nChanged 4
		SP:Iteration 43Q (81012.480000 sec): 3 clusters
  Score: Raw -570129.215818 + Penalty 2833.565659 = -567295.650158
  nChanged 6
		SP:Iteration 44Q (81012.580000 sec): 3 clusters
  Score: Raw -570130.600628 + Penalty 2833.565659 = -567297.034969
  nChanged 3
		SP:Iteration 45Q (81012.680000 sec): 3 clusters
  Score: Raw -570131.545050 + Penalty 2833.565659 = -567297.979390
  nChanged 0
		SP:Iteration 46F (81012.790000 sec): 3 clusters
  Score: Raw -570131.545050 + Penalty 2833.565659 = -567297.979390
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 53 (14033 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (81012.940000 sec): 2 clusters
  Score: Raw -1384358.604409 + Penalty 1551.739634 = -1382806.864775
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (81013.160000 sec): 3 clusters
  Score: Raw -1376089.501435 + Penalty 3103.479268 = -1372986.022167
  nChanged 6208
		SP:Iteration 1F (81013.360000 sec): 3 clusters
  Score: Raw -1379305.249034 + Penalty 3103.479268 = -1376201.769766
  nChanged 705
		SP:Iteration 2F (81013.540000 sec): 3 clusters
  Score: Raw -1379549.064931 + Penalty 3103.479268 = -1376445.585663
  nChanged 595
		SP:Iteration 3Q (81013.780000 sec): 3 clusters
  Score: Raw -1379754.546144 + Penalty 3103.479268 = -1376651.066877
  nChanged 541
		SP:Iteration 4Q (81013.970000 sec): 3 clusters
  Score: Raw -1379944.478779 + Penalty 3103.479268 = -1376840.999512
  nChanged 522
		SP:Iteration 5Q (81014.210000 sec): 3 clusters
  Score: Raw -1380151.208055 + Penalty 3103.479268 = -1377047.728787
  nChanged 562
		SP:Iteration 6Q (81014.410000 sec): 3 clusters
  Score: Raw -1380393.441189 + Penalty 3103.479268 = -1377289.961921
  nChanged 577
		SP:Iteration 7Q (81014.610000 sec): 3 clusters
  Score: Raw -1380677.397948 + Penalty 3103.479268 = -1377573.918680
  nChanged 647
		SP:Iteration 8Q (81014.810000 sec): 3 clusters
  Score: Raw -1381041.632302 + Penalty 3103.479268 = -1377938.153034
  nChanged 724
		SP:Iteration 9F (81015.040000 sec): 3 clusters
  Score: Raw -1381542.180155 + Penalty 3103.479268 = -1378438.700887
  nChanged 766
		SP:Iteration 10F (81015.230000 sec): 3 clusters
  Score: Raw -1382136.972094 + Penalty 3103.479268 = -1379033.492827
  nChanged 777
		SP:Iteration 11F (81015.460000 sec): 3 clusters
  Score: Raw -1382792.543393 + Penalty 3103.479268 = -1379689.064126
  nChanged 665
		SP:Iteration 12Q (81015.650000 sec): 3 clusters
  Score: Raw -1383405.050250 + Penalty 3103.479268 = -1380301.570982
  nChanged 479
		SP:Iteration 13Q (81015.870000 sec): 3 clusters
  Score: Raw -1383822.025837 + Penalty 3103.479268 = -1380718.546569
  nChanged 305
		SP:Iteration 14Q (81016.050000 sec): 3 clusters
  Score: Raw -1384118.508566 + Penalty 3103.479268 = -1381015.029299
  nChanged 184
		SP:Iteration 15Q (81016.230000 sec): 3 clusters
  Score: Raw -1384297.999477 + Penalty 3103.479268 = -1381194.520209
  nChanged 85
		SP:Iteration 16Q (81016.410000 sec): 3 clusters
  Score: Raw -1384403.791260 + Penalty 3103.479268 = -1381300.311992
  nChanged 46
		SP:Iteration 17Q (81016.610000 sec): 3 clusters
  Score: Raw -1384469.607524 + Penalty 3103.479268 = -1381366.128257
  nChanged 31
		SP:Iteration 18Q (81016.780000 sec): 3 clusters
  Score: Raw -1384512.983487 + Penalty 3103.479268 = -1381409.504220
  nChanged 16
		SP:Iteration 19Q (81016.960000 sec): 3 clusters
  Score: Raw -1384533.948658 + Penalty 3103.479268 = -1381430.469391
  nChanged 11
		SP:Iteration 20F (81017.150000 sec): 3 clusters
  Score: Raw -1384548.056603 + Penalty 3103.479268 = -1381444.577335
  nChanged 6
		SP:Iteration 21Q (81017.360000 sec): 3 clusters
  Score: Raw -1384555.005569 + Penalty 3103.479268 = -1381451.526301
  nChanged 4
		SP:Iteration 22Q (81017.530000 sec): 3 clusters
  Score: Raw -1384560.590961 + Penalty 3103.479268 = -1381457.111693
  nChanged 4
		SP:Iteration 23Q (81017.710000 sec): 3 clusters
  Score: Raw -1384565.815572 + Penalty 3103.479268 = -1381462.336304
  nChanged 2
		SP:Iteration 24Q (81017.890000 sec): 3 clusters
  Score: Raw -1384570.329888 + Penalty 3103.479268 = -1381466.850620
  nChanged 3
		SP:Iteration 25Q (81018.090000 sec): 3 clusters
  Score: Raw -1384574.250611 + Penalty 3103.479268 = -1381470.771343
  nChanged 2
		SP:Iteration 26Q (81018.270000 sec): 3 clusters
  Score: Raw -1384577.492138 + Penalty 3103.479268 = -1381474.012870
  nChanged 0
		SP:Iteration 27F (81018.460000 sec): 3 clusters
  Score: Raw -1384577.492138 + Penalty 3103.479268 = -1381474.012870
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 54 (13896 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (81018.620000 sec): 2 clusters
  Score: Raw -1201537.794491 + Penalty 1550.145400 = -1199987.649091
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (81018.860000 sec): 3 clusters
  Score: Raw -1193493.934150 + Penalty 3100.290800 = -1190393.643350
  nChanged 6091
		SP:Iteration 1F (81019.050000 sec): 3 clusters
  Score: Raw -1196840.438824 + Penalty 3100.290800 = -1193740.148024
  nChanged 832
		SP:Iteration 2F (81019.230000 sec): 3 clusters
  Score: Raw -1197209.032371 + Penalty 3100.290800 = -1194108.741571
  nChanged 735
		SP:Iteration 3F (81019.440000 sec): 3 clusters
  Score: Raw -1197534.169883 + Penalty 3100.290800 = -1194433.879083
  nChanged 682
		SP:Iteration 4Q (81019.650000 sec): 3 clusters
  Score: Raw -1197850.197109 + Penalty 3100.290800 = -1194749.906309
  nChanged 633
		SP:Iteration 5Q (81019.860000 sec): 3 clusters
  Score: Raw -1198159.070469 + Penalty 3100.290800 = -1195058.779669
  nChanged 658
		SP:Iteration 6Q (81020.070000 sec): 3 clusters
  Score: Raw -1198507.317850 + Penalty 3100.290800 = -1195407.027049
  nChanged 672
		SP:Iteration 7Q (81020.280000 sec): 3 clusters
  Score: Raw -1198924.407844 + Penalty 3100.290800 = -1195824.117044
  nChanged 726
		SP:Iteration 8F (81020.470000 sec): 3 clusters
  Score: Raw -1199371.156837 + Penalty 3100.290800 = -1196270.866037
  nChanged 684
		SP:Iteration 9Q (81020.700000 sec): 3 clusters
  Score: Raw -1199806.129560 + Penalty 3100.290800 = -1196705.838760
  nChanged 608
		SP:Iteration 10Q (81020.890000 sec): 3 clusters
  Score: Raw -1200151.992611 + Penalty 3100.290800 = -1197051.701811
  nChanged 519
		SP:Iteration 11Q (81021.090000 sec): 3 clusters
  Score: Raw -1200399.820155 + Penalty 3100.290800 = -1197299.529355
  nChanged 413
		SP:Iteration 12Q (81021.330000 sec): 3 clusters
  Score: Raw -1200582.664840 + Penalty 3100.290800 = -1197482.374040
  nChanged 384
		SP:Iteration 13Q (81021.520000 sec): 3 clusters
  Score: Raw -1200734.669739 + Penalty 3100.290800 = -1197634.378939
  nChanged 323
		SP:Iteration 14Q (81021.720000 sec): 3 clusters
  Score: Raw -1200865.300513 + Penalty 3100.290800 = -1197765.009713
  nChanged 299
		SP:Iteration 15Q (81021.950000 sec): 3 clusters
  Score: Raw -1200971.650877 + Penalty 3100.290800 = -1197871.360077
  nChanged 260
		SP:Iteration 16Q (81022.150000 sec): 3 clusters
  Score: Raw -1201067.092661 + Penalty 3100.290800 = -1197966.801861
  nChanged 229
		SP:Iteration 17Q (81022.330000 sec): 3 clusters
  Score: Raw -1201149.404487 + Penalty 3100.290800 = -1198049.113687
  nChanged 208
		SP:Iteration 18Q (81022.570000 sec): 3 clusters
  Score: Raw -1201220.125511 + Penalty 3100.290800 = -1198119.834711
  nChanged 179
		SP:Iteration 19Q (81022.760000 sec): 3 clusters
  Score: Raw -1201273.216083 + Penalty 3100.290800 = -1198172.925283
  nChanged 168
		SP:Iteration 20F (81022.990000 sec): 3 clusters
  Score: Raw -1201324.267521 + Penalty 3100.290800 = -1198223.976721
  nChanged 168
		SP:Iteration 21Q (81023.180000 sec): 3 clusters
  Score: Raw -1201380.221315 + Penalty 3100.290800 = -1198279.930515
  nChanged 143
		SP:Iteration 22Q (81023.400000 sec): 3 clusters
  Score: Raw -1201427.386085 + Penalty 3100.290800 = -1198327.095285
  nChanged 127
		SP:Iteration 23Q (81023.630000 sec): 3 clusters
  Score: Raw -1201464.535346 + Penalty 3100.290800 = -1198364.244546
  nChanged 131
		SP:Iteration 24Q (81023.820000 sec): 3 clusters
  Score: Raw -1201510.604163 + Penalty 3100.290800 = -1198410.313363
  nChanged 123
		SP:Iteration 25Q (81024.050000 sec): 3 clusters
  Score: Raw -1201555.384984 + Penalty 3100.290800 = -1198455.094184
  nChanged 118
		SP:Iteration 26Q (81024.240000 sec): 3 clusters
  Score: Raw -1201608.755466 + Penalty 3100.290800 = -1198508.464665
  nChanged 151
		SP:Iteration 27Q (81024.440000 sec): 3 clusters
  Score: Raw -1201672.433434 + Penalty 3100.290800 = -1198572.142634
  nChanged 138
		SP:Iteration 28Q (81024.630000 sec): 3 clusters
  Score: Raw -1201733.526230 + Penalty 3100.290800 = -1198633.235430
  nChanged 149
		SP:Iteration 29Q (81024.830000 sec): 3 clusters
  Score: Raw -1201802.127050 + Penalty 3100.290800 = -1198701.836250
  nChanged 133
		SP:Iteration 30Q (81025.030000 sec): 3 clusters
  Score: Raw -1201858.650777 + Penalty 3100.290800 = -1198758.359977
  nChanged 102
		SP:Iteration 31Q (81025.220000 sec): 3 clusters
  Score: Raw -1201894.877106 + Penalty 3100.290800 = -1198794.586306
  nChanged 90
		SP:Iteration 32Q (81025.400000 sec): 3 clusters
  Score: Raw -1201921.549248 + Penalty 3100.290800 = -1198821.258448
  nChanged 78
		SP:Iteration 33Q (81025.610000 sec): 3 clusters
  Score: Raw -1201944.338832 + Penalty 3100.290800 = -1198844.048032
  nChanged 69
		SP:Iteration 34Q (81025.800000 sec): 3 clusters
  Score: Raw -1201960.475517 + Penalty 3100.290800 = -1198860.184717
  nChanged 64
		SP:Iteration 35Q (81025.990000 sec): 3 clusters
  Score: Raw -1201975.789904 + Penalty 3100.290800 = -1198875.499104
  nChanged 58
		SP:Iteration 36Q (81026.190000 sec): 3 clusters
  Score: Raw -1201989.911191 + Penalty 3100.290800 = -1198889.620391
  nChanged 46
		SP:Iteration 37Q (81026.370000 sec): 3 clusters
  Score: Raw -1202001.176033 + Penalty 3100.290800 = -1198900.885233
  nChanged 42
		SP:Iteration 38Q (81026.600000 sec): 3 clusters
  Score: Raw -1202008.780459 + Penalty 3100.290800 = -1198908.489659
  nChanged 27
		SP:Iteration 39Q (81026.770000 sec): 3 clusters
  Score: Raw -1202013.200109 + Penalty 3100.290800 = -1198912.909309
  nChanged 25
		SP:Iteration 40F (81026.970000 sec): 3 clusters
  Score: Raw -1202016.245980 + Penalty 3100.290800 = -1198915.955180
  nChanged 14
		SP:Iteration 41Q (81027.150000 sec): 3 clusters
  Score: Raw -1202018.947830 + Penalty 3100.290800 = -1198918.657030
  nChanged 16
		SP:Iteration 42Q (81027.360000 sec): 3 clusters
  Score: Raw -1202022.075891 + Penalty 3100.290800 = -1198921.785091
  nChanged 20
		SP:Iteration 43Q (81027.540000 sec): 3 clusters
  Score: Raw -1202026.382271 + Penalty 3100.290800 = -1198926.091471
  nChanged 22
		SP:Iteration 44Q (81027.740000 sec): 3 clusters
  Score: Raw -1202031.230012 + Penalty 3100.290800 = -1198930.939212
  nChanged 21
		SP:Iteration 45Q (81027.930000 sec): 3 clusters
  Score: Raw -1202036.174120 + Penalty 3100.290800 = -1198935.883319
  nChanged 18
		SP:Iteration 46Q (81028.120000 sec): 3 clusters
  Score: Raw -1202039.407186 + Penalty 3100.290800 = -1198939.116386
  nChanged 21
		SP:Iteration 47Q (81028.320000 sec): 3 clusters
  Score: Raw -1202042.702412 + Penalty 3100.290800 = -1198942.411612
  nChanged 9
		SP:Iteration 48Q (81028.500000 sec): 3 clusters
  Score: Raw -1202044.046530 + Penalty 3100.290800 = -1198943.755730
  nChanged 9
		SP:Iteration 49Q (81028.720000 sec): 3 clusters
  Score: Raw -1202045.253751 + Penalty 3100.290800 = -1198944.962951
  nChanged 9
		SP:Iteration 50Q (81028.940000 sec): 3 clusters
  Score: Raw -1202046.419369 + Penalty 3100.290800 = -1198946.128569
  nChanged 14
		SP:Iteration 51Q (81029.110000 sec): 3 clusters
  Score: Raw -1202048.391661 + Penalty 3100.290800 = -1198948.100861
  nChanged 13
		SP:Iteration 52Q (81029.300000 sec): 3 clusters
  Score: Raw -1202050.096970 + Penalty 3100.290800 = -1198949.806170
  nChanged 9
		SP:Iteration 53Q (81029.490000 sec): 3 clusters
  Score: Raw -1202051.640851 + Penalty 3100.290800 = -1198951.350051
  nChanged 7
		SP:Iteration 54Q (81029.690000 sec): 3 clusters
  Score: Raw -1202052.499102 + Penalty 3100.290800 = -1198952.208301
  nChanged 6
		SP:Iteration 55Q (81029.870000 sec): 3 clusters
  Score: Raw -1202053.511832 + Penalty 3100.290800 = -1198953.221032
  nChanged 5
		SP:Iteration 56Q (81030.180000 sec): 3 clusters
  Score: Raw -1202054.664766 + Penalty 3100.290800 = -1198954.373966
  nChanged 10
		SP:Iteration 57Q (81030.310000 sec): 3 clusters
  Score: Raw -1202055.895978 + Penalty 3100.290800 = -1198955.605178
  nChanged 4
		SP:Iteration 58Q (81030.470000 sec): 3 clusters
  Score: Raw -1202056.300574 + Penalty 3100.290800 = -1198956.009774
  nChanged 1
		SP:Iteration 59Q (81030.640000 sec): 3 clusters
  Score: Raw -1202056.435103 + Penalty 3100.290800 = -1198956.144303
  nChanged 2
		SP:Iteration 60F (81030.840000 sec): 3 clusters
  Score: Raw -1202056.768359 + Penalty 3100.290800 = -1198956.477559
  nChanged 7
		SP:Iteration 61Q (81031.030000 sec): 3 clusters
  Score: Raw -1202057.857584 + Penalty 3100.290800 = -1198957.566784
  nChanged 8
		SP:Iteration 62Q (81031.230000 sec): 3 clusters
  Score: Raw -1202059.038576 + Penalty 3100.290800 = -1198958.747776
  nChanged 13
		SP:Iteration 63Q (81031.410000 sec): 3 clusters
  Score: Raw -1202060.893491 + Penalty 3100.290800 = -1198960.602691
  nChanged 13
		SP:Iteration 64Q (81031.630000 sec): 3 clusters
  Score: Raw -1202062.892000 + Penalty 3100.290800 = -1198962.601200
  nChanged 13
		SP:Iteration 65Q (81031.850000 sec): 3 clusters
  Score: Raw -1202065.257435 + Penalty 3100.290800 = -1198964.966635
  nChanged 7
		SP:Iteration 66Q (81032.020000 sec): 3 clusters
  Score: Raw -1202066.545175 + Penalty 3100.290800 = -1198966.254375
  nChanged 9
		SP:Iteration 67Q (81032.210000 sec): 3 clusters
  Score: Raw -1202068.526833 + Penalty 3100.290800 = -1198968.236033
  nChanged 6
		SP:Iteration 68Q (81032.390000 sec): 3 clusters
  Score: Raw -1202069.057417 + Penalty 3100.290800 = -1198968.766617
  nChanged 5
		SP:Iteration 69Q (81032.590000 sec): 3 clusters
  Score: Raw -1202069.705104 + Penalty 3100.290800 = -1198969.414304
  nChanged 5
		SP:Iteration 70Q (81032.770000 sec): 3 clusters
  Score: Raw -1202070.246859 + Penalty 3100.290800 = -1198969.956059
  nChanged 2
		SP:Iteration 71Q (81032.950000 sec): 3 clusters
  Score: Raw -1202070.492079 + Penalty 3100.290800 = -1198970.201279
  nChanged 1
		SP:Iteration 72Q (81033.140000 sec): 3 clusters
  Score: Raw -1202070.548683 + Penalty 3100.290800 = -1198970.257883
  nChanged 1
		SP:Iteration 73Q (81033.340000 sec): 3 clusters
  Score: Raw -1202070.622776 + Penalty 3100.290800 = -1198970.331976
  nChanged 0
		SP:Iteration 74F (81033.530000 sec): 3 clusters
  Score: Raw -1202070.622776 + Penalty 3100.290800 = -1198970.331976
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 55 (1482 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (81033.590000 sec): 2 clusters
  Score: Raw -117706.995138 + Penalty 1186.436518 = -116520.558619
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (81033.620000 sec): 3 clusters
  Score: Raw -117105.691401 + Penalty 2372.873037 = -114732.818364
  nChanged 508
		SP:Iteration 1F (81033.650000 sec): 3 clusters
  Score: Raw -117549.496359 + Penalty 2372.873037 = -115176.623322
  nChanged 145
		SP:Iteration 2F (81033.680000 sec): 3 clusters
  Score: Raw -117771.545871 + Penalty 2372.873037 = -115398.672834
  nChanged 97
		SP:Iteration 3F (81033.710000 sec): 3 clusters
  Score: Raw -117929.828790 + Penalty 2372.873037 = -115556.955753
  nChanged 97
		SP:Iteration 4F (81033.740000 sec): 3 clusters
  Score: Raw -118098.514621 + Penalty 2372.873037 = -115725.641584
  nChanged 101
		SP:Iteration 5F (81033.770000 sec): 3 clusters
  Score: Raw -118303.760205 + Penalty 2372.873037 = -115930.887168
  nChanged 84
		SP:Iteration 6F (81033.800000 sec): 3 clusters
  Score: Raw -118490.107322 + Penalty 2372.873037 = -116117.234285
  nChanged 75
		SP:Iteration 7F (81033.820000 sec): 3 clusters
  Score: Raw -118663.418507 + Penalty 2372.873037 = -116290.545470
  nChanged 47
		SP:Iteration 8Q (81033.850000 sec): 3 clusters
  Score: Raw -118751.304893 + Penalty 2372.873037 = -116378.431856
  nChanged 30
		SP:Iteration 9Q (81033.880000 sec): 3 clusters
  Score: Raw -118777.752844 + Penalty 2372.873037 = -116404.879807
  nChanged 22
		SP:Iteration 10Q (81033.900000 sec): 3 clusters
  Score: Raw -118801.395168 + Penalty 2372.873037 = -116428.522131
  nChanged 13
		SP:Iteration 11Q (81033.930000 sec): 3 clusters
  Score: Raw -118810.286979 + Penalty 2372.873037 = -116437.413942
  nChanged 10
		SP:Iteration 12Q (81033.960000 sec): 3 clusters
  Score: Raw -118820.523144 + Penalty 2372.873037 = -116447.650107
  nChanged 5
		SP:Iteration 13Q (81033.980000 sec): 3 clusters
  Score: Raw -118826.330247 + Penalty 2372.873037 = -116453.457210
  nChanged 8
		SP:Iteration 14Q (81034.010000 sec): 3 clusters
  Score: Raw -118838.530339 + Penalty 2372.873037 = -116465.657302
  nChanged 6
		SP:Iteration 15Q (81034.040000 sec): 3 clusters
  Score: Raw -118846.797906 + Penalty 2372.873037 = -116473.924869
  nChanged 2
		SP:Iteration 16Q (81034.070000 sec): 3 clusters
  Score: Raw -118849.368710 + Penalty 2372.873037 = -116476.495673
  nChanged 1
		SP:Iteration 17Q (81034.100000 sec): 3 clusters
  Score: Raw -118850.151618 + Penalty 2372.873037 = -116477.278581
  nChanged 1
		SP:Iteration 18Q (81034.120000 sec): 3 clusters
  Score: Raw -118850.916744 + Penalty 2372.873037 = -116478.043707
  nChanged 0
		SP:Iteration 19F (81034.150000 sec): 3 clusters
  Score: Raw -118850.916744 + Penalty 2372.873037 = -116478.043707
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 56 (1413 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (81034.200000 sec): 2 clusters
  Score: Raw -100447.015202 + Penalty 1178.688937 = -99268.326265
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (81034.230000 sec): 3 clusters
  Score: Raw -99957.370266 + Penalty 2357.377874 = -97599.992391
  nChanged 495
		SP:Iteration 1F (81034.260000 sec): 3 clusters
  Score: Raw -100520.406102 + Penalty 2357.377874 = -98163.028227
  nChanged 146
		SP:Iteration 2F (81034.280000 sec): 3 clusters
  Score: Raw -100732.920940 + Penalty 2357.377874 = -98375.543066
  nChanged 81
		SP:Iteration 3F (81034.310000 sec): 3 clusters
  Score: Raw -100856.581251 + Penalty 2357.377874 = -98499.203377
  nChanged 70
		SP:Iteration 4Q (81034.340000 sec): 3 clusters
  Score: Raw -100950.881184 + Penalty 2357.377874 = -98593.503310
  nChanged 60
		SP:Iteration 5Q (81034.360000 sec): 3 clusters
  Score: Raw -101056.996157 + Penalty 2357.377874 = -98699.618283
  nChanged 52
		SP:Iteration 6Q (81034.390000 sec): 3 clusters
  Score: Raw -101136.023643 + Penalty 2357.377874 = -98778.645769
  nChanged 35
		SP:Iteration 7Q (81034.420000 sec): 3 clusters
  Score: Raw -101180.990554 + Penalty 2357.377874 = -98823.612680
  nChanged 23
		SP:Iteration 8Q (81034.440000 sec): 3 clusters
  Score: Raw -101199.085152 + Penalty 2357.377874 = -98841.707277
  nChanged 13
		SP:Iteration 9Q (81034.470000 sec): 3 clusters
  Score: Raw -101209.324016 + Penalty 2357.377874 = -98851.946141
  nChanged 9
		SP:Iteration 10Q (81034.500000 sec): 3 clusters
  Score: Raw -101217.863917 + Penalty 2357.377874 = -98860.486042
  nChanged 12
		SP:Iteration 11Q (81034.520000 sec): 3 clusters
  Score: Raw -101226.047869 + Penalty 2357.377874 = -98868.669994
  nChanged 3
		SP:Iteration 12Q (81034.550000 sec): 3 clusters
  Score: Raw -101227.734700 + Penalty 2357.377874 = -98870.356825
  nChanged 3
		SP:Iteration 13Q (81034.580000 sec): 3 clusters
  Score: Raw -101228.839128 + Penalty 2357.377874 = -98871.461254
  nChanged 3
		SP:Iteration 14Q (81034.600000 sec): 3 clusters
  Score: Raw -101231.033276 + Penalty 2357.377874 = -98873.655401
  nChanged 0
		SP:Iteration 15F (81034.630000 sec): 3 clusters
  Score: Raw -101231.033276 + Penalty 2357.377874 = -98873.655401
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 57 (8147 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (81034.740000 sec): 2 clusters
  Score: Raw -690837.481652 + Penalty 1463.378319 = -689374.103333
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (81034.890000 sec): 3 clusters
  Score: Raw -686334.285226 + Penalty 2926.756638 = -683407.528588
  nChanged 3413
		SP:Iteration 1F (81035.020000 sec): 3 clusters
  Score: Raw -688386.444142 + Penalty 2926.756638 = -685459.687503
  nChanged 685
		SP:Iteration 2F (81035.140000 sec): 3 clusters
  Score: Raw -688849.972230 + Penalty 2926.756638 = -685923.215592
  nChanged 586
		SP:Iteration 3F (81035.280000 sec): 3 clusters
  Score: Raw -689270.114136 + Penalty 2926.756638 = -686343.357498
  nChanged 536
		SP:Iteration 4F (81035.420000 sec): 3 clusters
  Score: Raw -689675.135743 + Penalty 2926.756638 = -686748.379105
  nChanged 499
		SP:Iteration 5F (81035.560000 sec): 3 clusters
  Score: Raw -690003.362408 + Penalty 2926.756638 = -687076.605770
  nChanged 393
		SP:Iteration 6Q (81035.700000 sec): 3 clusters
  Score: Raw -690228.362987 + Penalty 2926.756638 = -687301.606349
  nChanged 277
		SP:Iteration 7Q (81035.850000 sec): 3 clusters
  Score: Raw -690366.043305 + Penalty 2926.756638 = -687439.286667
  nChanged 199
		SP:Iteration 8Q (81035.990000 sec): 3 clusters
  Score: Raw -690462.165205 + Penalty 2926.756638 = -687535.408567
  nChanged 163
		SP:Iteration 9Q (81036.140000 sec): 3 clusters
  Score: Raw -690541.295893 + Penalty 2926.756638 = -687614.539255
  nChanged 148
		SP:Iteration 10Q (81036.270000 sec): 3 clusters
  Score: Raw -690610.838882 + Penalty 2926.756638 = -687684.082244
  nChanged 121
		SP:Iteration 11Q (81036.400000 sec): 3 clusters
  Score: Raw -690665.403306 + Penalty 2926.756638 = -687738.646667
  nChanged 116
		SP:Iteration 12Q (81036.540000 sec): 3 clusters
  Score: Raw -690715.654127 + Penalty 2926.756638 = -687788.897489
  nChanged 97
		SP:Iteration 13Q (81036.680000 sec): 3 clusters
  Score: Raw -690760.844645 + Penalty 2926.756638 = -687834.088007
  nChanged 105
		SP:Iteration 14Q (81036.820000 sec): 3 clusters
  Score: Raw -690814.039279 + Penalty 2926.756638 = -687887.282641
  nChanged 93
		SP:Iteration 15Q (81036.950000 sec): 3 clusters
  Score: Raw -690859.662027 + Penalty 2926.756638 = -687932.905389
  nChanged 82
		SP:Iteration 16Q (81037.090000 sec): 3 clusters
  Score: Raw -690900.106629 + Penalty 2926.756638 = -687973.349991
  nChanged 68
		SP:Iteration 17Q (81037.230000 sec): 3 clusters
  Score: Raw -690932.491053 + Penalty 2926.756638 = -688005.734415
  nChanged 65
		SP:Iteration 18Q (81037.360000 sec): 3 clusters
  Score: Raw -690965.905640 + Penalty 2926.756638 = -688039.149001
  nChanged 48
		SP:Iteration 19Q (81037.490000 sec): 3 clusters
  Score: Raw -690988.254749 + Penalty 2926.756638 = -688061.498111
  nChanged 40
		SP:Iteration 20F (81037.620000 sec): 3 clusters
  Score: Raw -691006.426132 + Penalty 2926.756638 = -688079.669493
  nChanged 38
		SP:Iteration 21Q (81037.760000 sec): 3 clusters
  Score: Raw -691024.346848 + Penalty 2926.756638 = -688097.590210
  nChanged 32
		SP:Iteration 22Q (81037.890000 sec): 3 clusters
  Score: Raw -691040.977663 + Penalty 2926.756638 = -688114.221025
  nChanged 29
		SP:Iteration 23Q (81038.020000 sec): 3 clusters
  Score: Raw -691057.859591 + Penalty 2926.756638 = -688131.102953
  nChanged 21
		SP:Iteration 24Q (81038.160000 sec): 3 clusters
  Score: Raw -691069.984108 + Penalty 2926.756638 = -688143.227470
  nChanged 23
		SP:Iteration 25Q (81038.290000 sec): 3 clusters
  Score: Raw -691084.094341 + Penalty 2926.756638 = -688157.337703
  nChanged 20
		SP:Iteration 26Q (81038.420000 sec): 3 clusters
  Score: Raw -691092.513343 + Penalty 2926.756638 = -688165.756705
  nChanged 13
		SP:Iteration 27Q (81038.550000 sec): 3 clusters
  Score: Raw -691098.292045 + Penalty 2926.756638 = -688171.535407
  nChanged 7
		SP:Iteration 28Q (81038.680000 sec): 3 clusters
  Score: Raw -691101.177366 + Penalty 2926.756638 = -688174.420728
  nChanged 7
		SP:Iteration 29Q (81038.810000 sec): 3 clusters
  Score: Raw -691104.766415 + Penalty 2926.756638 = -688178.009777
  nChanged 4
		SP:Iteration 30Q (81038.940000 sec): 3 clusters
  Score: Raw -691106.660103 + Penalty 2926.756638 = -688179.903465
  nChanged 7
		SP:Iteration 31Q (81039.070000 sec): 3 clusters
  Score: Raw -691110.353057 + Penalty 2926.756638 = -688183.596419
  nChanged 8
		SP:Iteration 32Q (81039.200000 sec): 3 clusters
  Score: Raw -691113.392891 + Penalty 2926.756638 = -688186.636253
  nChanged 6
		SP:Iteration 33Q (81039.320000 sec): 3 clusters
  Score: Raw -691115.872877 + Penalty 2926.756638 = -688189.116239
  nChanged 4
		SP:Iteration 34Q (81039.450000 sec): 3 clusters
  Score: Raw -691117.125576 + Penalty 2926.756638 = -688190.368938
  nChanged 2
		SP:Iteration 35Q (81039.580000 sec): 3 clusters
  Score: Raw -691117.957559 + Penalty 2926.756638 = -688191.200921
  nChanged 2
		SP:Iteration 36Q (81039.710000 sec): 3 clusters
  Score: Raw -691119.192457 + Penalty 2926.756638 = -688192.435819
  nChanged 2
		SP:Iteration 37Q (81039.840000 sec): 3 clusters
  Score: Raw -691119.948415 + Penalty 2926.756638 = -688193.191777
  nChanged 1
		SP:Iteration 38Q (81039.980000 sec): 3 clusters
  Score: Raw -691120.498876 + Penalty 2926.756638 = -688193.742238
  nChanged 0
		SP:Iteration 39F (81040.120000 sec): 3 clusters
  Score: Raw -691120.498876 + Penalty 2926.756638 = -688193.742238
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 58 (3214 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (81040.200000 sec): 2 clusters
  Score: Raw -252497.184138 + Penalty 1312.231626 = -251184.952511
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (81040.260000 sec): 3 clusters
  Score: Raw -250951.845889 + Penalty 2624.463253 = -248327.382636
  nChanged 1284
		SP:Iteration 1F (81040.330000 sec): 3 clusters
  Score: Raw -251795.949326 + Penalty 2624.463253 = -249171.486073
  nChanged 297
		SP:Iteration 2F (81040.390000 sec): 3 clusters
  Score: Raw -252035.267524 + Penalty 2624.463253 = -249410.804271
  nChanged 204
		SP:Iteration 3F (81040.460000 sec): 3 clusters
  Score: Raw -252209.403606 + Penalty 2624.463253 = -249584.940353
  nChanged 158
		SP:Iteration 4Q (81040.520000 sec): 3 clusters
  Score: Raw -252326.591861 + Penalty 2624.463253 = -249702.128609
  nChanged 129
		SP:Iteration 5Q (81040.580000 sec): 3 clusters
  Score: Raw -252420.564864 + Penalty 2624.463253 = -249796.101612
  nChanged 115
		SP:Iteration 6Q (81040.650000 sec): 3 clusters
  Score: Raw -252505.017228 + Penalty 2624.463253 = -249880.553976
  nChanged 101
		SP:Iteration 7Q (81040.710000 sec): 3 clusters
  Score: Raw -252580.025233 + Penalty 2624.463253 = -249955.561980
  nChanged 81
		SP:Iteration 8Q (81040.780000 sec): 3 clusters
  Score: Raw -252644.477588 + Penalty 2624.463253 = -250020.014335
  nChanged 84
		SP:Iteration 9Q (81040.840000 sec): 3 clusters
  Score: Raw -252696.440313 + Penalty 2624.463253 = -250071.977060
  nChanged 60
		SP:Iteration 10Q (81040.900000 sec): 3 clusters
  Score: Raw -252747.063817 + Penalty 2624.463253 = -250122.600564
  nChanged 66
		SP:Iteration 11Q (81040.960000 sec): 3 clusters
  Score: Raw -252793.516933 + Penalty 2624.463253 = -250169.053681
  nChanged 68
		SP:Iteration 12Q (81041.030000 sec): 3 clusters
  Score: Raw -252838.327497 + Penalty 2624.463253 = -250213.864245
  nChanged 67
		SP:Iteration 13Q (81041.090000 sec): 3 clusters
  Score: Raw -252880.356413 + Penalty 2624.463253 = -250255.893161
  nChanged 61
		SP:Iteration 14Q (81041.150000 sec): 3 clusters
  Score: Raw -252925.675111 + Penalty 2624.463253 = -250301.211858
  nChanged 52
		SP:Iteration 15Q (81041.220000 sec): 3 clusters
  Score: Raw -252961.655509 + Penalty 2624.463253 = -250337.192257
  nChanged 48
		SP:Iteration 16Q (81041.280000 sec): 3 clusters
  Score: Raw -252991.003399 + Penalty 2624.463253 = -250366.540147
  nChanged 38
		SP:Iteration 17Q (81041.340000 sec): 3 clusters
  Score: Raw -253009.761998 + Penalty 2624.463253 = -250385.298746
  nChanged 26
		SP:Iteration 18Q (81041.410000 sec): 3 clusters
  Score: Raw -253023.475612 + Penalty 2624.463253 = -250399.012360
  nChanged 19
		SP:Iteration 19Q (81041.470000 sec): 3 clusters
  Score: Raw -253029.823910 + Penalty 2624.463253 = -250405.360658
  nChanged 6
		SP:Iteration 20F (81041.530000 sec): 3 clusters
  Score: Raw -253031.767618 + Penalty 2624.463253 = -250407.304365
  nChanged 10
		SP:Iteration 21Q (81041.600000 sec): 3 clusters
  Score: Raw -253039.149867 + Penalty 2624.463253 = -250414.686614
  nChanged 15
		SP:Iteration 22Q (81041.660000 sec): 3 clusters
  Score: Raw -253048.535013 + Penalty 2624.463253 = -250424.071761
  nChanged 11
		SP:Iteration 23Q (81041.720000 sec): 3 clusters
  Score: Raw -253053.728198 + Penalty 2624.463253 = -250429.264946
  nChanged 6
		SP:Iteration 24Q (81041.790000 sec): 3 clusters
  Score: Raw -253056.089691 + Penalty 2624.463253 = -250431.626438
  nChanged 9
		SP:Iteration 25Q (81041.850000 sec): 3 clusters
  Score: Raw -253062.205140 + Penalty 2624.463253 = -250437.741888
  nChanged 7
		SP:Iteration 26Q (81041.910000 sec): 3 clusters
  Score: Raw -253066.639037 + Penalty 2624.463253 = -250442.175785
  nChanged 9
		SP:Iteration 27Q (81041.970000 sec): 3 clusters
  Score: Raw -253071.794897 + Penalty 2624.463253 = -250447.331644
  nChanged 9
		SP:Iteration 28Q (81042.030000 sec): 3 clusters
  Score: Raw -253076.667608 + Penalty 2624.463253 = -250452.204355
  nChanged 6
		SP:Iteration 29Q (81042.100000 sec): 3 clusters
  Score: Raw -253079.035869 + Penalty 2624.463253 = -250454.572616
  nChanged 7
		SP:Iteration 30Q (81042.160000 sec): 3 clusters
  Score: Raw -253081.167097 + Penalty 2624.463253 = -250456.703844
  nChanged 3
		SP:Iteration 31Q (81042.220000 sec): 3 clusters
  Score: Raw -253081.908211 + Penalty 2624.463253 = -250457.444958
  nChanged 3
		SP:Iteration 32Q (81042.280000 sec): 3 clusters
  Score: Raw -253082.808219 + Penalty 2624.463253 = -250458.344967
  nChanged 6
		SP:Iteration 33Q (81042.350000 sec): 3 clusters
  Score: Raw -253084.718628 + Penalty 2624.463253 = -250460.255376
  nChanged 2
		SP:Iteration 34Q (81042.410000 sec): 3 clusters
  Score: Raw -253085.171682 + Penalty 2624.463253 = -250460.708429
  nChanged 1
		SP:Iteration 35Q (81042.470000 sec): 3 clusters
  Score: Raw -253085.363104 + Penalty 2624.463253 = -250460.899851
  nChanged 1
		SP:Iteration 36Q (81042.530000 sec): 3 clusters
  Score: Raw -253085.816801 + Penalty 2624.463253 = -250461.353548
  nChanged 0
		SP:Iteration 37F (81042.600000 sec): 3 clusters
  Score: Raw -253085.816801 + Penalty 2624.463253 = -250461.353548
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 59 (5530 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (81042.680000 sec): 2 clusters
  Score: Raw -504794.647012 + Penalty 1400.415753 = -503394.231259
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (81042.780000 sec): 3 clusters
  Score: Raw -501961.880605 + Penalty 2800.831506 = -499161.049099
  nChanged 2214
		SP:Iteration 1F (81042.880000 sec): 3 clusters
  Score: Raw -503121.120124 + Penalty 2800.831506 = -500320.288619
  nChanged 351
		SP:Iteration 2F (81042.970000 sec): 3 clusters
  Score: Raw -503296.647783 + Penalty 2800.831506 = -500495.816277
  nChanged 277
		SP:Iteration 3F (81043.070000 sec): 3 clusters
  Score: Raw -503416.583116 + Penalty 2800.831506 = -500615.751610
  nChanged 206
		SP:Iteration 4Q (81043.170000 sec): 3 clusters
  Score: Raw -503492.947284 + Penalty 2800.831506 = -500692.115778
  nChanged 152
		SP:Iteration 5Q (81043.270000 sec): 3 clusters
  Score: Raw -503550.824459 + Penalty 2800.831506 = -500749.992953
  nChanged 143
		SP:Iteration 6Q (81043.370000 sec): 3 clusters
  Score: Raw -503608.634230 + Penalty 2800.831506 = -500807.802724
  nChanged 138
		SP:Iteration 7Q (81043.470000 sec): 3 clusters
  Score: Raw -503657.997064 + Penalty 2800.831506 = -500857.165559
  nChanged 126
		SP:Iteration 8Q (81043.570000 sec): 3 clusters
  Score: Raw -503704.422809 + Penalty 2800.831506 = -500903.591303
  nChanged 131
		SP:Iteration 9Q (81043.670000 sec): 3 clusters
  Score: Raw -503759.807020 + Penalty 2800.831506 = -500958.975515
  nChanged 142
		SP:Iteration 10Q (81043.770000 sec): 3 clusters
  Score: Raw -503831.359465 + Penalty 2800.831506 = -501030.527960
  nChanged 168
		SP:Iteration 11Q (81043.870000 sec): 3 clusters
  Score: Raw -503920.257483 + Penalty 2800.831506 = -501119.425977
  nChanged 176
		SP:Iteration 12Q (81043.970000 sec): 3 clusters
  Score: Raw -504021.177034 + Penalty 2800.831506 = -501220.345528
  nChanged 187
		SP:Iteration 13Q (81044.070000 sec): 3 clusters
  Score: Raw -504140.747143 + Penalty 2800.831506 = -501339.915637
  nChanged 182
		SP:Iteration 14Q (81044.170000 sec): 3 clusters
  Score: Raw -504270.394096 + Penalty 2800.831506 = -501469.562590
  nChanged 171
		SP:Iteration 15Q (81044.270000 sec): 3 clusters
  Score: Raw -504405.417703 + Penalty 2800.831506 = -501604.586197
  nChanged 144
		SP:Iteration 16Q (81044.370000 sec): 3 clusters
  Score: Raw -504523.940096 + Penalty 2800.831506 = -501723.108591
  nChanged 109
		SP:Iteration 17Q (81044.470000 sec): 3 clusters
  Score: Raw -504609.549463 + Penalty 2800.831506 = -501808.717957
  nChanged 85
		SP:Iteration 18Q (81044.560000 sec): 3 clusters
  Score: Raw -504679.312149 + Penalty 2800.831506 = -501878.480644
  nChanged 62
		SP:Iteration 19Q (81044.660000 sec): 3 clusters
  Score: Raw -504732.750439 + Penalty 2800.831506 = -501931.918933
  nChanged 50
		SP:Iteration 20F (81044.760000 sec): 3 clusters
  Score: Raw -504775.738240 + Penalty 2800.831506 = -501974.906734
  nChanged 50
		SP:Iteration 21Q (81044.850000 sec): 3 clusters
  Score: Raw -504827.456348 + Penalty 2800.831506 = -502026.624842
  nChanged 35
		SP:Iteration 22Q (81044.940000 sec): 3 clusters
  Score: Raw -504866.317601 + Penalty 2800.831506 = -502065.486096
  nChanged 23
		SP:Iteration 23Q (81045.040000 sec): 3 clusters
  Score: Raw -504895.834313 + Penalty 2800.831506 = -502095.002808
  nChanged 23
		SP:Iteration 24Q (81045.130000 sec): 3 clusters
  Score: Raw -504915.442565 + Penalty 2800.831506 = -502114.611059
  nChanged 12
		SP:Iteration 25Q (81045.220000 sec): 3 clusters
  Score: Raw -504927.755684 + Penalty 2800.831506 = -502126.924178
  nChanged 10
		SP:Iteration 26Q (81045.320000 sec): 3 clusters
  Score: Raw -504934.752799 + Penalty 2800.831506 = -502133.921293
  nChanged 4
		SP:Iteration 27Q (81045.410000 sec): 3 clusters
  Score: Raw -504938.573035 + Penalty 2800.831506 = -502137.741529
  nChanged 4
		SP:Iteration 28Q (81045.500000 sec): 3 clusters
  Score: Raw -504940.139784 + Penalty 2800.831506 = -502139.308279
  nChanged 2
		SP:Iteration 29Q (81045.590000 sec): 3 clusters
  Score: Raw -504942.075567 + Penalty 2800.831506 = -502141.244061
  nChanged 1
		SP:Iteration 30Q (81045.680000 sec): 3 clusters
  Score: Raw -504943.671805 + Penalty 2800.831506 = -502142.840299
  nChanged 2
		SP:Iteration 31Q (81045.780000 sec): 3 clusters
  Score: Raw -504946.627099 + Penalty 2800.831506 = -502145.795593
  nChanged 7
		SP:Iteration 32Q (81045.870000 sec): 3 clusters
  Score: Raw -504953.239115 + Penalty 2800.831506 = -502152.407609
  nChanged 4
		SP:Iteration 33Q (81045.960000 sec): 3 clusters
  Score: Raw -504957.868045 + Penalty 2800.831506 = -502157.036539
  nChanged 2
		SP:Iteration 34Q (81046.050000 sec): 3 clusters
  Score: Raw -504958.872792 + Penalty 2800.831506 = -502158.041287
  nChanged 0
		SP:Iteration 35F (81046.150000 sec): 3 clusters
  Score: Raw -504958.872792 + Penalty 2800.831506 = -502158.041287
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 60 (1698 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (81046.210000 sec): 2 clusters
  Score: Raw -126959.566852 + Penalty 1208.546035 = -125751.020817
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (81046.240000 sec): 3 clusters
  Score: Raw -126267.116952 + Penalty 2417.092069 = -123850.024882
  nChanged 595
		SP:Iteration 1F (81046.280000 sec): 3 clusters
  Score: Raw -126750.648091 + Penalty 2417.092069 = -124333.556022
  nChanged 162
		SP:Iteration 2F (81046.310000 sec): 3 clusters
  Score: Raw -126920.151702 + Penalty 2417.092069 = -124503.059633
  nChanged 99
		SP:Iteration 3F (81046.340000 sec): 3 clusters
  Score: Raw -127040.491424 + Penalty 2417.092069 = -124623.399355
  nChanged 86
		SP:Iteration 4F (81046.370000 sec): 3 clusters
  Score: Raw -127160.926351 + Penalty 2417.092069 = -124743.834282
  nChanged 91
		SP:Iteration 5F (81046.400000 sec): 3 clusters
  Score: Raw -127271.380068 + Penalty 2417.092069 = -124854.287999
  nChanged 65
		SP:Iteration 6Q (81046.440000 sec): 3 clusters
  Score: Raw -127337.430083 + Penalty 2417.092069 = -124920.338014
  nChanged 51
		SP:Iteration 7Q (81046.470000 sec): 3 clusters
  Score: Raw -127392.574502 + Penalty 2417.092069 = -124975.482433
  nChanged 39
		SP:Iteration 8Q (81046.500000 sec): 3 clusters
  Score: Raw -127438.425699 + Penalty 2417.092069 = -125021.333630
  nChanged 23
		SP:Iteration 9Q (81046.530000 sec): 3 clusters
  Score: Raw -127461.381733 + Penalty 2417.092069 = -125044.289664
  nChanged 22
		SP:Iteration 10Q (81046.560000 sec): 3 clusters
  Score: Raw -127479.295086 + Penalty 2417.092069 = -125062.203017
  nChanged 13
		SP:Iteration 11Q (81046.600000 sec): 3 clusters
  Score: Raw -127489.657763 + Penalty 2417.092069 = -125072.565694
  nChanged 19
		SP:Iteration 12Q (81046.630000 sec): 3 clusters
  Score: Raw -127502.002925 + Penalty 2417.092069 = -125084.910856
  nChanged 11
		SP:Iteration 13Q (81046.660000 sec): 3 clusters
  Score: Raw -127508.934424 + Penalty 2417.092069 = -125091.842355
  nChanged 11
		SP:Iteration 14Q (81046.690000 sec): 3 clusters
  Score: Raw -127516.051401 + Penalty 2417.092069 = -125098.959332
  nChanged 10
		SP:Iteration 15Q (81046.720000 sec): 3 clusters
  Score: Raw -127521.697026 + Penalty 2417.092069 = -125104.604957
  nChanged 6
		SP:Iteration 16Q (81046.750000 sec): 3 clusters
  Score: Raw -127524.928290 + Penalty 2417.092069 = -125107.836221
  nChanged 4
		SP:Iteration 17Q (81046.780000 sec): 3 clusters
  Score: Raw -127527.489183 + Penalty 2417.092069 = -125110.397114
  nChanged 1
		SP:Iteration 18Q (81046.810000 sec): 3 clusters
  Score: Raw -127528.195892 + Penalty 2417.092069 = -125111.103823
  nChanged 2
		SP:Iteration 19Q (81046.840000 sec): 3 clusters
  Score: Raw -127529.064556 + Penalty 2417.092069 = -125111.972487
  nChanged 1
		SP:Iteration 20F (81046.880000 sec): 3 clusters
  Score: Raw -127529.356127 + Penalty 2417.092069 = -125112.264058
  nChanged 1
		SP:Iteration 21Q (81046.910000 sec): 3 clusters
  Score: Raw -127529.832032 + Penalty 2417.092069 = -125112.739963
  nChanged 2
		SP:Iteration 22Q (81046.940000 sec): 3 clusters
  Score: Raw -127530.685660 + Penalty 2417.092069 = -125113.593591
  nChanged 2
		SP:Iteration 23Q (81046.970000 sec): 3 clusters
  Score: Raw -127531.826806 + Penalty 2417.092069 = -125114.734737
  nChanged 2
		SP:Iteration 24Q (81047.000000 sec): 3 clusters
  Score: Raw -127532.921236 + Penalty 2417.092069 = -125115.829166
  nChanged 2
		SP:Iteration 25Q (81047.030000 sec): 3 clusters
  Score: Raw -127533.731224 + Penalty 2417.092069 = -125116.639155
  nChanged 3
		SP:Iteration 26Q (81047.060000 sec): 3 clusters
  Score: Raw -127535.417116 + Penalty 2417.092069 = -125118.325047
  nChanged 4
		SP:Iteration 27Q (81047.100000 sec): 3 clusters
  Score: Raw -127537.723410 + Penalty 2417.092069 = -125120.631341
  nChanged 7
		SP:Iteration 28Q (81047.130000 sec): 3 clusters
  Score: Raw -127542.507096 + Penalty 2417.092069 = -125125.415027
  nChanged 10
		SP:Iteration 29Q (81047.160000 sec): 3 clusters
  Score: Raw -127550.712213 + Penalty 2417.092069 = -125133.620144
  nChanged 12
		SP:Iteration 30Q (81047.190000 sec): 3 clusters
  Score: Raw -127559.309637 + Penalty 2417.092069 = -125142.217568
  nChanged 13
		SP:Iteration 31Q (81047.220000 sec): 3 clusters
  Score: Raw -127569.366014 + Penalty 2417.092069 = -125152.273945
  nChanged 12
		SP:Iteration 32Q (81047.250000 sec): 3 clusters
  Score: Raw -127578.068394 + Penalty 2417.092069 = -125160.976325
  nChanged 11
		SP:Iteration 33Q (81047.280000 sec): 3 clusters
  Score: Raw -127586.274353 + Penalty 2417.092069 = -125169.182284
  nChanged 8
		SP:Iteration 34Q (81047.320000 sec): 3 clusters
  Score: Raw -127592.655748 + Penalty 2417.092069 = -125175.563678
  nChanged 12
		SP:Iteration 35Q (81047.350000 sec): 3 clusters
  Score: Raw -127601.482342 + Penalty 2417.092069 = -125184.390273
  nChanged 20
		SP:Iteration 36Q (81047.380000 sec): 3 clusters
  Score: Raw -127618.148588 + Penalty 2417.092069 = -125201.056519
  nChanged 22
		SP:Iteration 37Q (81047.410000 sec): 3 clusters
  Score: Raw -127637.990925 + Penalty 2417.092069 = -125220.898856
  nChanged 17
		SP:Iteration 38Q (81047.440000 sec): 3 clusters
  Score: Raw -127651.894908 + Penalty 2417.092069 = -125234.802839
  nChanged 16
		SP:Iteration 39Q (81047.470000 sec): 3 clusters
  Score: Raw -127671.023175 + Penalty 2417.092069 = -125253.931106
  nChanged 16
		SP:Iteration 40F (81047.500000 sec): 3 clusters
  Score: Raw -127697.216380 + Penalty 2417.092069 = -125280.124310
  nChanged 14
		SP:Iteration 41Q (81047.530000 sec): 3 clusters
  Score: Raw -127716.454997 + Penalty 2417.092069 = -125299.362927
  nChanged 15
		SP:Iteration 42Q (81047.560000 sec): 3 clusters
  Score: Raw -127731.985915 + Penalty 2417.092069 = -125314.893845
  nChanged 8
		SP:Iteration 43Q (81047.590000 sec): 3 clusters
  Score: Raw -127739.208450 + Penalty 2417.092069 = -125322.116381
  nChanged 5
		SP:Iteration 44Q (81047.620000 sec): 3 clusters
  Score: Raw -127742.850188 + Penalty 2417.092069 = -125325.758119
  nChanged 6
		SP:Iteration 45Q (81047.650000 sec): 3 clusters
  Score: Raw -127747.589029 + Penalty 2417.092069 = -125330.496960
  nChanged 6
		SP:Iteration 46Q (81047.680000 sec): 3 clusters
  Score: Raw -127750.322573 + Penalty 2417.092069 = -125333.230503
  nChanged 4
		SP:Iteration 47Q (81047.720000 sec): 3 clusters
  Score: Raw -127753.230173 + Penalty 2417.092069 = -125336.138103
  nChanged 5
		SP:Iteration 48Q (81047.740000 sec): 3 clusters
  Score: Raw -127757.044904 + Penalty 2417.092069 = -125339.952834
  nChanged 3
		SP:Iteration 49Q (81047.780000 sec): 3 clusters
  Score: Raw -127757.960399 + Penalty 2417.092069 = -125340.868330
  nChanged 2
		SP:Iteration 50Q (81047.810000 sec): 3 clusters
  Score: Raw -127758.768693 + Penalty 2417.092069 = -125341.676624
  nChanged 1
		SP:Iteration 51Q (81047.840000 sec): 3 clusters
  Score: Raw -127759.008766 + Penalty 2417.092069 = -125341.916697
  nChanged 0
		SP:Iteration 52F (81047.870000 sec): 3 clusters
  Score: Raw -127759.008766 + Penalty 2417.092069 = -125341.916697
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 61 (271 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (81047.900000 sec): 2 clusters
  Score: Raw -20109.314283 + Penalty 910.344308 = -19198.969974
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (81047.910000 sec): 3 clusters
  Score: Raw -20166.102564 + Penalty 1820.688617 = -18345.413947
  nChanged 67
		SP:Iteration 1F (81047.920000 sec): 3 clusters
  Score: Raw -20337.213550 + Penalty 1820.688617 = -18516.524933
  nChanged 9
		SP:Iteration 2Q (81047.920000 sec): 3 clusters
  Score: Raw -20357.943381 + Penalty 1820.688617 = -18537.254764
  nChanged 4
		SP:Iteration 3Q (81047.930000 sec): 3 clusters
  Score: Raw -20366.697154 + Penalty 1820.688617 = -18546.008537
  nChanged 1
		SP:Iteration 4Q (81047.930000 sec): 3 clusters
  Score: Raw -20368.833173 + Penalty 1820.688617 = -18548.144556
  nChanged 1
		SP:Iteration 5Q (81047.940000 sec): 3 clusters
  Score: Raw -20371.020415 + Penalty 1820.688617 = -18550.331798
  nChanged 1
		SP:Iteration 6Q (81047.940000 sec): 3 clusters
  Score: Raw -20373.289250 + Penalty 1820.688617 = -18552.600633
  nChanged 2
		SP:Iteration 7Q (81047.950000 sec): 3 clusters
  Score: Raw -20380.821808 + Penalty 1820.688617 = -18560.133191
  nChanged 2
		SP:Iteration 8Q (81047.960000 sec): 3 clusters
  Score: Raw -20383.930948 + Penalty 1820.688617 = -18563.242331
  nChanged 1
		SP:Iteration 9Q (81047.960000 sec): 3 clusters
  Score: Raw -20388.017952 + Penalty 1820.688617 = -18567.329335
  nChanged 1
		SP:Iteration 10Q (81047.970000 sec): 3 clusters
  Score: Raw -20388.995761 + Penalty 1820.688617 = -18568.307144
  nChanged 1
		SP:Iteration 11Q (81047.980000 sec): 3 clusters
  Score: Raw -20391.231236 + Penalty 1820.688617 = -18570.542619
  nChanged 0
		SP:Iteration 12F (81047.980000 sec): 3 clusters
  Score: Raw -20391.231236 + Penalty 1820.688617 = -18570.542619
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 62 (1198 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (81048.030000 sec): 2 clusters
  Score: Raw -109339.957315 + Penalty 1151.866427 = -108188.090888
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (81048.060000 sec): 3 clusters
  Score: Raw -108941.382821 + Penalty 2303.732853 = -106637.649968
  nChanged 374
		SP:Iteration 1F (81048.080000 sec): 3 clusters
  Score: Raw -109268.231188 + Penalty 2303.732853 = -106964.498335
  nChanged 105
		SP:Iteration 2F (81048.100000 sec): 3 clusters
  Score: Raw -109405.760428 + Penalty 2303.732853 = -107102.027575
  nChanged 81
		SP:Iteration 3F (81048.120000 sec): 3 clusters
  Score: Raw -109554.403479 + Penalty 2303.732853 = -107250.670626
  nChanged 70
		SP:Iteration 4F (81048.150000 sec): 3 clusters
  Score: Raw -109715.659996 + Penalty 2303.732853 = -107411.927142
  nChanged 62
		SP:Iteration 5F (81048.170000 sec): 3 clusters
  Score: Raw -109846.924263 + Penalty 2303.732853 = -107543.191410
  nChanged 50
		SP:Iteration 6Q (81048.200000 sec): 3 clusters
  Score: Raw -109925.637631 + Penalty 2303.732853 = -107621.904778
  nChanged 29
		SP:Iteration 7Q (81048.220000 sec): 3 clusters
  Score: Raw -109958.708456 + Penalty 2303.732853 = -107654.975603
  nChanged 15
		SP:Iteration 8Q (81048.240000 sec): 3 clusters
  Score: Raw -109974.122583 + Penalty 2303.732853 = -107670.389730
  nChanged 11
		SP:Iteration 9Q (81048.260000 sec): 3 clusters
  Score: Raw -109985.105037 + Penalty 2303.732853 = -107681.372184
  nChanged 9
		SP:Iteration 10Q (81048.290000 sec): 3 clusters
  Score: Raw -109994.764267 + Penalty 2303.732853 = -107691.031414
  nChanged 7
		SP:Iteration 11Q (81048.310000 sec): 3 clusters
  Score: Raw -110002.933191 + Penalty 2303.732853 = -107699.200338
  nChanged 3
		SP:Iteration 12Q (81048.340000 sec): 3 clusters
  Score: Raw -110006.194947 + Penalty 2303.732853 = -107702.462094
  nChanged 2
		SP:Iteration 13Q (81048.360000 sec): 3 clusters
  Score: Raw -110007.677028 + Penalty 2303.732853 = -107703.944175
  nChanged 2
		SP:Iteration 14Q (81048.380000 sec): 3 clusters
  Score: Raw -110008.764254 + Penalty 2303.732853 = -107705.031400
  nChanged 0
		SP:Iteration 15F (81048.400000 sec): 3 clusters
  Score: Raw -110008.764254 + Penalty 2303.732853 = -107705.031400
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 63 (5475 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (81048.490000 sec): 2 clusters
  Score: Raw -447522.801856 + Penalty 1398.791478 = -446124.010378
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (81048.600000 sec): 3 clusters
  Score: Raw -444686.034682 + Penalty 2797.582955 = -441888.451727
  nChanged 2200
		SP:Iteration 1F (81048.700000 sec): 3 clusters
  Score: Raw -446004.119090 + Penalty 2797.582955 = -443206.536135
  nChanged 446
		SP:Iteration 2F (81048.790000 sec): 3 clusters
  Score: Raw -446313.007355 + Penalty 2797.582955 = -443515.424400
  nChanged 363
		SP:Iteration 3F (81048.890000 sec): 3 clusters
  Score: Raw -446593.336593 + Penalty 2797.582955 = -443795.753637
  nChanged 330
		SP:Iteration 4F (81048.990000 sec): 3 clusters
  Score: Raw -446876.349556 + Penalty 2797.582955 = -444078.766601
  nChanged 322
		SP:Iteration 5F (81049.080000 sec): 3 clusters
  Score: Raw -447194.118872 + Penalty 2797.582955 = -444396.535917
  nChanged 332
		SP:Iteration 6F (81049.180000 sec): 3 clusters
  Score: Raw -447507.040144 + Penalty 2797.582955 = -444709.457189
  nChanged 290
		SP:Iteration 7F (81049.280000 sec): 3 clusters
  Score: Raw -447763.280402 + Penalty 2797.582955 = -444965.697446
  nChanged 245
		SP:Iteration 8Q (81049.380000 sec): 3 clusters
  Score: Raw -447955.413703 + Penalty 2797.582955 = -445157.830748
  nChanged 183
		SP:Iteration 9Q (81049.470000 sec): 3 clusters
  Score: Raw -448089.014279 + Penalty 2797.582955 = -445291.431323
  nChanged 145
		SP:Iteration 10Q (81049.570000 sec): 3 clusters
  Score: Raw -448197.337119 + Penalty 2797.582955 = -445399.754164
  nChanged 133
		SP:Iteration 11Q (81049.670000 sec): 3 clusters
  Score: Raw -448314.282832 + Penalty 2797.582955 = -445516.699877
  nChanged 118
		SP:Iteration 12Q (81049.760000 sec): 3 clusters
  Score: Raw -448498.567096 + Penalty 2797.582955 = -445700.984141
  nChanged 128
		SP:Iteration 13Q (81049.860000 sec): 3 clusters
  Score: Raw -448707.229797 + Penalty 2797.582955 = -445909.646842
  nChanged 115
		SP:Iteration 14Q (81049.960000 sec): 3 clusters
  Score: Raw -448788.800929 + Penalty 2797.582955 = -445991.217974
  nChanged 73
		SP:Iteration 15Q (81050.060000 sec): 3 clusters
  Score: Raw -448822.724988 + Penalty 2797.582955 = -446025.142033
  nChanged 47
		SP:Iteration 16Q (81050.150000 sec): 3 clusters
  Score: Raw -448837.280477 + Penalty 2797.582955 = -446039.697522
  nChanged 25
		SP:Iteration 17Q (81050.250000 sec): 3 clusters
  Score: Raw -448844.721902 + Penalty 2797.582955 = -446047.138947
  nChanged 21
		SP:Iteration 18Q (81050.340000 sec): 3 clusters
  Score: Raw -448850.820018 + Penalty 2797.582955 = -446053.237063
  nChanged 17
		SP:Iteration 19Q (81050.440000 sec): 3 clusters
  Score: Raw -448855.982693 + Penalty 2797.582955 = -446058.399738
  nChanged 13
		SP:Iteration 20F (81050.540000 sec): 3 clusters
  Score: Raw -448859.616596 + Penalty 2797.582955 = -446062.033641
  nChanged 9
		SP:Iteration 21Q (81050.640000 sec): 3 clusters
  Score: Raw -448861.361600 + Penalty 2797.582955 = -446063.778645
  nChanged 7
		SP:Iteration 22Q (81050.730000 sec): 3 clusters
  Score: Raw -448862.896138 + Penalty 2797.582955 = -446065.313183
  nChanged 1
		SP:Iteration 23Q (81050.830000 sec): 3 clusters
  Score: Raw -448863.023587 + Penalty 2797.582955 = -446065.440632
  nChanged 1
		SP:Iteration 24Q (81050.930000 sec): 3 clusters
  Score: Raw -448863.187022 + Penalty 2797.582955 = -446065.604067
  nChanged 1
		SP:Iteration 25Q (81051.020000 sec): 3 clusters
  Score: Raw -448863.942863 + Penalty 2797.582955 = -446066.359907
  nChanged 4
		SP:Iteration 26Q (81051.120000 sec): 3 clusters
  Score: Raw -448864.918839 + Penalty 2797.582955 = -446067.335884
  nChanged 1
		SP:Iteration 27Q (81051.220000 sec): 3 clusters
  Score: Raw -448865.044506 + Penalty 2797.582955 = -446067.461551
  nChanged 1
		SP:Iteration 28Q (81051.320000 sec): 3 clusters
  Score: Raw -448865.165499 + Penalty 2797.582955 = -446067.582544
  nChanged 1
		SP:Iteration 29Q (81051.410000 sec): 3 clusters
  Score: Raw -448865.414256 + Penalty 2797.582955 = -446067.831300
  nChanged 3
		SP:Iteration 30Q (81051.510000 sec): 3 clusters
  Score: Raw -448866.375049 + Penalty 2797.582955 = -446068.792094
  nChanged 4
		SP:Iteration 31Q (81051.600000 sec): 3 clusters
  Score: Raw -448867.183004 + Penalty 2797.582955 = -446069.600048
  nChanged 3
		SP:Iteration 32Q (81051.700000 sec): 3 clusters
  Score: Raw -448867.607463 + Penalty 2797.582955 = -446070.024508
  nChanged 1
		SP:Iteration 33Q (81051.800000 sec): 3 clusters
  Score: Raw -448867.668070 + Penalty 2797.582955 = -446070.085115
  nChanged 0
		SP:Iteration 34F (81051.890000 sec): 3 clusters
  Score: Raw -448867.668070 + Penalty 2797.582955 = -446070.085115
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 64 (2395 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (81051.960000 sec): 2 clusters
  Score: Raw -228654.252252 + Penalty 1264.435008 = -227389.817244
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (81052.000000 sec): 3 clusters
  Score: Raw -227583.195363 + Penalty 2528.870016 = -225054.325347
  nChanged 834
		SP:Iteration 1F (81052.050000 sec): 3 clusters
  Score: Raw -228121.443952 + Penalty 2528.870016 = -225592.573936
  nChanged 181
		SP:Iteration 2F (81052.100000 sec): 3 clusters
  Score: Raw -228259.318716 + Penalty 2528.870016 = -225730.448700
  nChanged 116
		SP:Iteration 3Q (81052.140000 sec): 3 clusters
  Score: Raw -228333.517304 + Penalty 2528.870016 = -225804.647288
  nChanged 88
		SP:Iteration 4Q (81052.180000 sec): 3 clusters
  Score: Raw -228385.521181 + Penalty 2528.870016 = -225856.651166
  nChanged 68
		SP:Iteration 5Q (81052.230000 sec): 3 clusters
  Score: Raw -228420.774103 + Penalty 2528.870016 = -225891.904088
  nChanged 34
		SP:Iteration 6Q (81052.280000 sec): 3 clusters
  Score: Raw -228437.812869 + Penalty 2528.870016 = -225908.942853
  nChanged 37
		SP:Iteration 7Q (81052.320000 sec): 3 clusters
  Score: Raw -228460.331870 + Penalty 2528.870016 = -225931.461855
  nChanged 41
		SP:Iteration 8Q (81052.370000 sec): 3 clusters
  Score: Raw -228481.418543 + Penalty 2528.870016 = -225952.548527
  nChanged 46
		SP:Iteration 9Q (81052.410000 sec): 3 clusters
  Score: Raw -228507.822151 + Penalty 2528.870016 = -225978.952135
  nChanged 44
		SP:Iteration 10Q (81052.460000 sec): 3 clusters
  Score: Raw -228532.350581 + Penalty 2528.870016 = -226003.480566
  nChanged 40
		SP:Iteration 11Q (81052.500000 sec): 3 clusters
  Score: Raw -228554.425748 + Penalty 2528.870016 = -226025.555733
  nChanged 35
		SP:Iteration 12Q (81052.550000 sec): 3 clusters
  Score: Raw -228571.422868 + Penalty 2528.870016 = -226042.552852
  nChanged 27
		SP:Iteration 13Q (81052.600000 sec): 3 clusters
  Score: Raw -228585.412623 + Penalty 2528.870016 = -226056.542607
  nChanged 29
		SP:Iteration 14Q (81052.640000 sec): 3 clusters
  Score: Raw -228603.912609 + Penalty 2528.870016 = -226075.042594
  nChanged 29
		SP:Iteration 15Q (81052.690000 sec): 3 clusters
  Score: Raw -228621.943164 + Penalty 2528.870016 = -226093.073148
  nChanged 30
		SP:Iteration 16Q (81052.730000 sec): 3 clusters
  Score: Raw -228635.437692 + Penalty 2528.870016 = -226106.567676
  nChanged 19
		SP:Iteration 17Q (81052.780000 sec): 3 clusters
  Score: Raw -228647.166706 + Penalty 2528.870016 = -226118.296690
  nChanged 21
		SP:Iteration 18Q (81052.820000 sec): 3 clusters
  Score: Raw -228659.387596 + Penalty 2528.870016 = -226130.517580
  nChanged 14
		SP:Iteration 19Q (81052.870000 sec): 3 clusters
  Score: Raw -228665.391801 + Penalty 2528.870016 = -226136.521785
  nChanged 14
		SP:Iteration 20F (81052.910000 sec): 3 clusters
  Score: Raw -228675.386830 + Penalty 2528.870016 = -226146.516815
  nChanged 13
		SP:Iteration 21Q (81052.960000 sec): 3 clusters
  Score: Raw -228683.432993 + Penalty 2528.870016 = -226154.562977
  nChanged 10
		SP:Iteration 22Q (81053.000000 sec): 3 clusters
  Score: Raw -228690.429450 + Penalty 2528.870016 = -226161.559434
  nChanged 9
		SP:Iteration 23Q (81053.050000 sec): 3 clusters
  Score: Raw -228695.493048 + Penalty 2528.870016 = -226166.623032
  nChanged 8
		SP:Iteration 24Q (81053.090000 sec): 3 clusters
  Score: Raw -228700.929484 + Penalty 2528.870016 = -226172.059468
  nChanged 11
		SP:Iteration 25Q (81053.140000 sec): 3 clusters
  Score: Raw -228706.605159 + Penalty 2528.870016 = -226177.735143
  nChanged 9
		SP:Iteration 26Q (81053.180000 sec): 3 clusters
  Score: Raw -228710.877742 + Penalty 2528.870016 = -226182.007727
  nChanged 8
		SP:Iteration 27Q (81053.230000 sec): 3 clusters
  Score: Raw -228718.118451 + Penalty 2528.870016 = -226189.248435
  nChanged 6
		SP:Iteration 28Q (81053.270000 sec): 3 clusters
  Score: Raw -228720.751076 + Penalty 2528.870016 = -226191.881060
  nChanged 5
		SP:Iteration 29Q (81053.320000 sec): 3 clusters
  Score: Raw -228723.010079 + Penalty 2528.870016 = -226194.140063
  nChanged 6
		SP:Iteration 30Q (81053.360000 sec): 3 clusters
  Score: Raw -228725.354556 + Penalty 2528.870016 = -226196.484541
  nChanged 5
		SP:Iteration 31Q (81053.400000 sec): 3 clusters
  Score: Raw -228728.038538 + Penalty 2528.870016 = -226199.168522
  nChanged 3
		SP:Iteration 32Q (81053.450000 sec): 3 clusters
  Score: Raw -228729.006280 + Penalty 2528.870016 = -226200.136265
  nChanged 4
		SP:Iteration 33Q (81053.500000 sec): 3 clusters
  Score: Raw -228730.543610 + Penalty 2528.870016 = -226201.673594
  nChanged 7
		SP:Iteration 34Q (81053.540000 sec): 3 clusters
  Score: Raw -228733.791289 + Penalty 2528.870016 = -226204.921273
  nChanged 7
		SP:Iteration 35Q (81053.580000 sec): 3 clusters
  Score: Raw -228737.239631 + Penalty 2528.870016 = -226208.369616
  nChanged 5
		SP:Iteration 36Q (81053.630000 sec): 3 clusters
  Score: Raw -228741.936210 + Penalty 2528.870016 = -226213.066194
  nChanged 7
		SP:Iteration 37Q (81053.670000 sec): 3 clusters
  Score: Raw -228745.310899 + Penalty 2528.870016 = -226216.440883
  nChanged 8
		SP:Iteration 38Q (81053.720000 sec): 3 clusters
  Score: Raw -228748.714337 + Penalty 2528.870016 = -226219.844321
  nChanged 3
		SP:Iteration 39Q (81053.760000 sec): 3 clusters
  Score: Raw -228750.338481 + Penalty 2528.870016 = -226221.468466
  nChanged 3
		SP:Iteration 40F (81053.810000 sec): 3 clusters
  Score: Raw -228751.452532 + Penalty 2528.870016 = -226222.582516
  nChanged 2
		SP:Iteration 41Q (81053.850000 sec): 3 clusters
  Score: Raw -228751.827031 + Penalty 2528.870016 = -226222.957015
  nChanged 1
		SP:Iteration 42Q (81053.900000 sec): 3 clusters
  Score: Raw -228752.093929 + Penalty 2528.870016 = -226223.223913
  nChanged 0
		SP:Iteration 43F (81053.940000 sec): 3 clusters
  Score: Raw -228752.093929 + Penalty 2528.870016 = -226223.223913
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 65 (8944 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (81054.040000 sec): 2 clusters
  Score: Raw -722692.803792 + Penalty 1478.544957 = -721214.258835
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (81054.200000 sec): 3 clusters
  Score: Raw -717685.204259 + Penalty 2957.089914 = -714728.114345
  nChanged 3845
		SP:Iteration 1F (81054.360000 sec): 3 clusters
  Score: Raw -720125.294295 + Penalty 2957.089914 = -717168.204381
  nChanged 711
		SP:Iteration 2F (81054.530000 sec): 3 clusters
  Score: Raw -720701.819784 + Penalty 2957.089914 = -717744.729871
  nChanged 679
		SP:Iteration 3F (81054.670000 sec): 3 clusters
  Score: Raw -721239.633239 + Penalty 2957.089914 = -718282.543325
  nChanged 571
		SP:Iteration 4F (81054.800000 sec): 3 clusters
  Score: Raw -721652.004865 + Penalty 2957.089914 = -718694.914951
  nChanged 486
		SP:Iteration 5F (81054.930000 sec): 3 clusters
  Score: Raw -722007.127165 + Penalty 2957.089914 = -719050.037252
  nChanged 468
		SP:Iteration 6F (81055.070000 sec): 3 clusters
  Score: Raw -722336.261588 + Penalty 2957.089914 = -719379.171675
  nChanged 406
		SP:Iteration 7Q (81055.220000 sec): 3 clusters
  Score: Raw -722576.730188 + Penalty 2957.089914 = -719619.640275
  nChanged 313
		SP:Iteration 8Q (81055.360000 sec): 3 clusters
  Score: Raw -722756.230224 + Penalty 2957.089914 = -719799.140311
  nChanged 220
		SP:Iteration 9Q (81055.500000 sec): 3 clusters
  Score: Raw -722867.487048 + Penalty 2957.089914 = -719910.397134
  nChanged 182
		SP:Iteration 10Q (81055.640000 sec): 3 clusters
  Score: Raw -722956.457127 + Penalty 2957.089914 = -719999.367214
  nChanged 148
		SP:Iteration 11Q (81055.770000 sec): 3 clusters
  Score: Raw -723035.585176 + Penalty 2957.089914 = -720078.495262
  nChanged 132
		SP:Iteration 12Q (81055.910000 sec): 3 clusters
  Score: Raw -723097.108497 + Penalty 2957.089914 = -720140.018583
  nChanged 109
		SP:Iteration 13Q (81056.050000 sec): 3 clusters
  Score: Raw -723146.825236 + Penalty 2957.089914 = -720189.735322
  nChanged 102
		SP:Iteration 14Q (81056.190000 sec): 3 clusters
  Score: Raw -723194.148461 + Penalty 2957.089914 = -720237.058547
  nChanged 90
		SP:Iteration 15Q (81056.330000 sec): 3 clusters
  Score: Raw -723238.378184 + Penalty 2957.089914 = -720281.288270
  nChanged 73
		SP:Iteration 16Q (81056.470000 sec): 3 clusters
  Score: Raw -723291.215836 + Penalty 2957.089914 = -720334.125923
  nChanged 84
		SP:Iteration 17Q (81056.600000 sec): 3 clusters
  Score: Raw -723348.500039 + Penalty 2957.089914 = -720391.410126
  nChanged 78
		SP:Iteration 18Q (81056.730000 sec): 3 clusters
  Score: Raw -723391.815690 + Penalty 2957.089914 = -720434.725777
  nChanged 57
		SP:Iteration 19Q (81056.870000 sec): 3 clusters
  Score: Raw -723420.167778 + Penalty 2957.089914 = -720463.077865
  nChanged 51
		SP:Iteration 20F (81057.020000 sec): 3 clusters
  Score: Raw -723443.247679 + Penalty 2957.089914 = -720486.157765
  nChanged 41
		SP:Iteration 21Q (81057.150000 sec): 3 clusters
  Score: Raw -723460.106347 + Penalty 2957.089914 = -720503.016434
  nChanged 46
		SP:Iteration 22Q (81057.290000 sec): 3 clusters
  Score: Raw -723480.279305 + Penalty 2957.089914 = -720523.189392
  nChanged 37
		SP:Iteration 23Q (81057.420000 sec): 3 clusters
  Score: Raw -723497.461897 + Penalty 2957.089914 = -720540.371983
  nChanged 45
		SP:Iteration 24Q (81057.540000 sec): 3 clusters
  Score: Raw -723513.376261 + Penalty 2957.089914 = -720556.286347
  nChanged 26
		SP:Iteration 25Q (81057.680000 sec): 3 clusters
  Score: Raw -723521.762667 + Penalty 2957.089914 = -720564.672753
  nChanged 21
		SP:Iteration 26Q (81057.820000 sec): 3 clusters
  Score: Raw -723528.442794 + Penalty 2957.089914 = -720571.352881
  nChanged 19
		SP:Iteration 27Q (81057.950000 sec): 3 clusters
  Score: Raw -723534.211843 + Penalty 2957.089914 = -720577.121929
  nChanged 13
		SP:Iteration 28Q (81058.090000 sec): 3 clusters
  Score: Raw -723537.625994 + Penalty 2957.089914 = -720580.536081
  nChanged 9
		SP:Iteration 29Q (81058.220000 sec): 3 clusters
  Score: Raw -723540.898642 + Penalty 2957.089914 = -720583.808729
  nChanged 11
		SP:Iteration 30Q (81058.360000 sec): 3 clusters
  Score: Raw -723544.960430 + Penalty 2957.089914 = -720587.870517
  nChanged 11
		SP:Iteration 31Q (81058.490000 sec): 3 clusters
  Score: Raw -723547.992757 + Penalty 2957.089914 = -720590.902844
  nChanged 10
		SP:Iteration 32Q (81058.610000 sec): 3 clusters
  Score: Raw -723550.792168 + Penalty 2957.089914 = -720593.702255
  nChanged 10
		SP:Iteration 33Q (81058.750000 sec): 3 clusters
  Score: Raw -723553.840371 + Penalty 2957.089914 = -720596.750457
  nChanged 12
		SP:Iteration 34Q (81058.880000 sec): 3 clusters
  Score: Raw -723556.391857 + Penalty 2957.089914 = -720599.301944
  nChanged 7
		SP:Iteration 35Q (81059.020000 sec): 3 clusters
  Score: Raw -723557.608297 + Penalty 2957.089914 = -720600.518384
  nChanged 5
		SP:Iteration 36Q (81059.160000 sec): 3 clusters
  Score: Raw -723558.815309 + Penalty 2957.089914 = -720601.725395
  nChanged 5
		SP:Iteration 37Q (81059.290000 sec): 3 clusters
  Score: Raw -723559.888234 + Penalty 2957.089914 = -720602.798321
  nChanged 7
		SP:Iteration 38Q (81059.430000 sec): 3 clusters
  Score: Raw -723561.530455 + Penalty 2957.089914 = -720604.440542
  nChanged 9
		SP:Iteration 39Q (81059.560000 sec): 3 clusters
  Score: Raw -723564.007599 + Penalty 2957.089914 = -720606.917685
  nChanged 10
		SP:Iteration 40F (81059.680000 sec): 3 clusters
  Score: Raw -723566.529364 + Penalty 2957.089914 = -720609.439451
  nChanged 7
		SP:Iteration 41Q (81059.820000 sec): 3 clusters
  Score: Raw -723567.988630 + Penalty 2957.089914 = -720610.898716
  nChanged 4
		SP:Iteration 42Q (81059.960000 sec): 3 clusters
  Score: Raw -723568.932758 + Penalty 2957.089914 = -720611.842845
  nChanged 2
		SP:Iteration 43Q (81060.090000 sec): 3 clusters
  Score: Raw -723569.214483 + Penalty 2957.089914 = -720612.124570
  nChanged 4
		SP:Iteration 44Q (81060.230000 sec): 3 clusters
  Score: Raw -723570.977201 + Penalty 2957.089914 = -720613.887287
  nChanged 5
		SP:Iteration 45Q (81060.360000 sec): 3 clusters
  Score: Raw -723571.702803 + Penalty 2957.089914 = -720614.612890
  nChanged 4
		SP:Iteration 46Q (81060.500000 sec): 3 clusters
  Score: Raw -723573.095747 + Penalty 2957.089914 = -720616.005834
  nChanged 1
		SP:Iteration 47Q (81060.630000 sec): 3 clusters
  Score: Raw -723573.212072 + Penalty 2957.089914 = -720616.122158
  nChanged 0
		SP:Iteration 48F (81060.760000 sec): 3 clusters
  Score: Raw -723573.212072 + Penalty 2957.089914 = -720616.122158
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 66 (1001 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (81060.820000 sec): 2 clusters
  Score: Raw -89539.877766 + Penalty 1122.672652 = -88417.205114
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (81060.840000 sec): 3 clusters
  Score: Raw -89204.125364 + Penalty 2245.345303 = -86958.780060
  nChanged 288
		SP:Iteration 1F (81060.860000 sec): 3 clusters
  Score: Raw -89457.316791 + Penalty 2245.345303 = -87211.971488
  nChanged 75
		SP:Iteration 2F (81060.880000 sec): 3 clusters
  Score: Raw -89547.735898 + Penalty 2245.345303 = -87302.390595
  nChanged 40
		SP:Iteration 3Q (81060.900000 sec): 3 clusters
  Score: Raw -89591.666704 + Penalty 2245.345303 = -87346.321400
  nChanged 39
		SP:Iteration 4Q (81060.920000 sec): 3 clusters
  Score: Raw -89627.662022 + Penalty 2245.345303 = -87382.316719
  nChanged 32
		SP:Iteration 5Q (81060.940000 sec): 3 clusters
  Score: Raw -89667.219011 + Penalty 2245.345303 = -87421.873708
  nChanged 23
		SP:Iteration 6Q (81060.960000 sec): 3 clusters
  Score: Raw -89687.456568 + Penalty 2245.345303 = -87442.111265
  nChanged 19
		SP:Iteration 7Q (81060.980000 sec): 3 clusters
  Score: Raw -89705.246992 + Penalty 2245.345303 = -87459.901689
  nChanged 16
		SP:Iteration 8Q (81061.000000 sec): 3 clusters
  Score: Raw -89717.091730 + Penalty 2245.345303 = -87471.746427
  nChanged 8
		SP:Iteration 9Q (81061.020000 sec): 3 clusters
  Score: Raw -89723.051236 + Penalty 2245.345303 = -87477.705933
  nChanged 8
		SP:Iteration 10Q (81061.040000 sec): 3 clusters
  Score: Raw -89729.381805 + Penalty 2245.345303 = -87484.036502
  nChanged 6
		SP:Iteration 11Q (81061.060000 sec): 3 clusters
  Score: Raw -89735.698354 + Penalty 2245.345303 = -87490.353050
  nChanged 8
		SP:Iteration 12Q (81061.080000 sec): 3 clusters
  Score: Raw -89745.721592 + Penalty 2245.345303 = -87500.376289
  nChanged 10
		SP:Iteration 13Q (81061.100000 sec): 3 clusters
  Score: Raw -89756.921695 + Penalty 2245.345303 = -87511.576392
  nChanged 9
		SP:Iteration 14Q (81061.120000 sec): 3 clusters
  Score: Raw -89769.354761 + Penalty 2245.345303 = -87524.009457
  nChanged 11
		SP:Iteration 15Q (81061.140000 sec): 3 clusters
  Score: Raw -89779.573949 + Penalty 2245.345303 = -87534.228646
  nChanged 4
		SP:Iteration 16Q (81061.160000 sec): 3 clusters
  Score: Raw -89784.854401 + Penalty 2245.345303 = -87539.509098
  nChanged 4
		SP:Iteration 17Q (81061.180000 sec): 3 clusters
  Score: Raw -89789.299140 + Penalty 2245.345303 = -87543.953837
  nChanged 2
		SP:Iteration 18Q (81061.200000 sec): 3 clusters
  Score: Raw -89791.890202 + Penalty 2245.345303 = -87546.544899
  nChanged 1
		SP:Iteration 19Q (81061.220000 sec): 3 clusters
  Score: Raw -89795.253803 + Penalty 2245.345303 = -87549.908500
  nChanged 3
		SP:Iteration 20F (81061.240000 sec): 3 clusters
  Score: Raw -89797.375208 + Penalty 2245.345303 = -87552.029904
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 67 (4551 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (81061.320000 sec): 2 clusters
  Score: Raw -376169.450870 + Penalty 1368.754119 = -374800.696751
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (81061.400000 sec): 3 clusters
  Score: Raw -373874.628619 + Penalty 2737.508237 = -371137.120382
  nChanged 1813
		SP:Iteration 1F (81061.490000 sec): 3 clusters
  Score: Raw -374976.127599 + Penalty 2737.508237 = -372238.619362
  nChanged 373
		SP:Iteration 2F (81061.570000 sec): 3 clusters
  Score: Raw -375252.792615 + Penalty 2737.508237 = -372515.284378
  nChanged 296
		SP:Iteration 3F (81061.660000 sec): 3 clusters
  Score: Raw -375447.437820 + Penalty 2737.508237 = -372709.929583
  nChanged 246
		SP:Iteration 4F (81061.740000 sec): 3 clusters
  Score: Raw -375602.941186 + Penalty 2737.508237 = -372865.432949
  nChanged 201
		SP:Iteration 5Q (81061.820000 sec): 3 clusters
  Score: Raw -375731.685414 + Penalty 2737.508237 = -372994.177177
  nChanged 189
		SP:Iteration 6Q (81061.910000 sec): 3 clusters
  Score: Raw -375868.093189 + Penalty 2737.508237 = -373130.584952
  nChanged 195
		SP:Iteration 7Q (81062.000000 sec): 3 clusters
  Score: Raw -375991.695607 + Penalty 2737.508237 = -373254.187370
  nChanged 170
		SP:Iteration 8Q (81062.080000 sec): 3 clusters
  Score: Raw -376094.366234 + Penalty 2737.508237 = -373356.857997
  nChanged 153
		SP:Iteration 9Q (81062.160000 sec): 3 clusters
  Score: Raw -376199.799506 + Penalty 2737.508237 = -373462.291269
  nChanged 118
		SP:Iteration 10Q (81062.250000 sec): 3 clusters
  Score: Raw -376270.543320 + Penalty 2737.508237 = -373533.035083
  nChanged 113
		SP:Iteration 11Q (81062.330000 sec): 3 clusters
  Score: Raw -376325.003149 + Penalty 2737.508237 = -373587.494911
  nChanged 71
		SP:Iteration 12Q (81062.420000 sec): 3 clusters
  Score: Raw -376356.537081 + Penalty 2737.508237 = -373619.028844
  nChanged 62
		SP:Iteration 13Q (81062.500000 sec): 3 clusters
  Score: Raw -376374.899529 + Penalty 2737.508237 = -373637.391292
  nChanged 39
		SP:Iteration 14Q (81062.590000 sec): 3 clusters
  Score: Raw -376385.936920 + Penalty 2737.508237 = -373648.428682
  nChanged 25
		SP:Iteration 15Q (81062.670000 sec): 3 clusters
  Score: Raw -376391.591735 + Penalty 2737.508237 = -373654.083498
  nChanged 25
		SP:Iteration 16Q (81062.760000 sec): 3 clusters
  Score: Raw -376397.637686 + Penalty 2737.508237 = -373660.129448
  nChanged 15
		SP:Iteration 17Q (81062.840000 sec): 3 clusters
  Score: Raw -376400.178836 + Penalty 2737.508237 = -373662.670599
  nChanged 5
		SP:Iteration 18Q (81062.920000 sec): 3 clusters
  Score: Raw -376401.063469 + Penalty 2737.508237 = -373663.555232
  nChanged 4
		SP:Iteration 19Q (81063.010000 sec): 3 clusters
  Score: Raw -376401.733251 + Penalty 2737.508237 = -373664.225014
  nChanged 7
		SP:Iteration 20F (81063.090000 sec): 3 clusters
  Score: Raw -376402.762341 + Penalty 2737.508237 = -373665.254104
  nChanged 5
		SP:Iteration 21Q (81063.180000 sec): 3 clusters
  Score: Raw -376403.834871 + Penalty 2737.508237 = -373666.326634
  nChanged 6
		SP:Iteration 22Q (81063.260000 sec): 3 clusters
  Score: Raw -376405.047184 + Penalty 2737.508237 = -373667.538947
  nChanged 6
		SP:Iteration 23Q (81063.340000 sec): 3 clusters
  Score: Raw -376407.298928 + Penalty 2737.508237 = -373669.790691
  nChanged 9
		SP:Iteration 24Q (81063.430000 sec): 3 clusters
  Score: Raw -376409.036605 + Penalty 2737.508237 = -373671.528368
  nChanged 7
		SP:Iteration 25Q (81063.510000 sec): 3 clusters
  Score: Raw -376410.260221 + Penalty 2737.508237 = -373672.751984
  nChanged 7
		SP:Iteration 26Q (81063.600000 sec): 3 clusters
  Score: Raw -376411.798334 + Penalty 2737.508237 = -373674.290097
  nChanged 7
		SP:Iteration 27Q (81063.680000 sec): 3 clusters
  Score: Raw -376413.748652 + Penalty 2737.508237 = -373676.240415
  nChanged 8
		SP:Iteration 28Q (81063.770000 sec): 3 clusters
  Score: Raw -376416.067325 + Penalty 2737.508237 = -373678.559088
  nChanged 9
		SP:Iteration 29Q (81063.850000 sec): 3 clusters
  Score: Raw -376418.186310 + Penalty 2737.508237 = -373680.678073
  nChanged 5
		SP:Iteration 30Q (81063.940000 sec): 3 clusters
  Score: Raw -376419.012734 + Penalty 2737.508237 = -373681.504497
  nChanged 6
		SP:Iteration 31Q (81064.020000 sec): 3 clusters
  Score: Raw -376419.972708 + Penalty 2737.508237 = -373682.464471
  nChanged 3
		SP:Iteration 32Q (81064.100000 sec): 3 clusters
  Score: Raw -376420.247059 + Penalty 2737.508237 = -373682.738822
  nChanged 3
		SP:Iteration 33Q (81064.190000 sec): 3 clusters
  Score: Raw -376420.612790 + Penalty 2737.508237 = -373683.104553
  nChanged 3
		SP:Iteration 34Q (81064.270000 sec): 3 clusters
  Score: Raw -376421.037699 + Penalty 2737.508237 = -373683.529462
  nChanged 6
		SP:Iteration 35Q (81064.360000 sec): 3 clusters
  Score: Raw -376422.598074 + Penalty 2737.508237 = -373685.089837
  nChanged 5
		SP:Iteration 36Q (81064.440000 sec): 3 clusters
  Score: Raw -376423.848068 + Penalty 2737.508237 = -373686.339831
  nChanged 8
		SP:Iteration 37Q (81064.530000 sec): 3 clusters
  Score: Raw -376425.111307 + Penalty 2737.508237 = -373687.603069
  nChanged 8
		SP:Iteration 38Q (81064.610000 sec): 3 clusters
  Score: Raw -376427.017200 + Penalty 2737.508237 = -373689.508963
  nChanged 5
		SP:Iteration 39Q (81064.700000 sec): 3 clusters
  Score: Raw -376427.927706 + Penalty 2737.508237 = -373690.419469
  nChanged 3
		SP:Iteration 40F (81064.780000 sec): 3 clusters
  Score: Raw -376428.924473 + Penalty 2737.508237 = -373691.416236
  nChanged 9
		SP:Iteration 41Q (81064.860000 sec): 3 clusters
  Score: Raw -376431.000971 + Penalty 2737.508237 = -373693.492734
  nChanged 9
		SP:Iteration 42Q (81064.950000 sec): 3 clusters
  Score: Raw -376433.021400 + Penalty 2737.508237 = -373695.513163
  nChanged 11
		SP:Iteration 43Q (81065.040000 sec): 3 clusters
  Score: Raw -376435.457538 + Penalty 2737.508237 = -373697.949301
  nChanged 7
		SP:Iteration 44Q (81065.120000 sec): 3 clusters
  Score: Raw -376436.381606 + Penalty 2737.508237 = -373698.873369
  nChanged 3
		SP:Iteration 45Q (81065.200000 sec): 3 clusters
  Score: Raw -376436.904881 + Penalty 2737.508237 = -373699.396644
  nChanged 1
		SP:Iteration 46Q (81065.290000 sec): 3 clusters
  Score: Raw -376437.239061 + Penalty 2737.508237 = -373699.730824
  nChanged 3
		SP:Iteration 47Q (81065.370000 sec): 3 clusters
  Score: Raw -376437.822972 + Penalty 2737.508237 = -373700.314735
  nChanged 3
		SP:Iteration 48Q (81065.460000 sec): 3 clusters
  Score: Raw -376438.127416 + Penalty 2737.508237 = -373700.619179
  nChanged 0
		SP:Iteration 49F (81065.540000 sec): 3 clusters
  Score: Raw -376438.127416 + Penalty 2737.508237 = -373700.619179
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 68 (6989 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (81065.640000 sec): 2 clusters
  Score: Raw -568823.630309 + Penalty 1438.465074 = -567385.165235
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (81065.750000 sec): 3 clusters
  Score: Raw -565019.297440 + Penalty 2876.930148 = -562142.367292
  nChanged 2984
		SP:Iteration 1F (81065.860000 sec): 3 clusters
  Score: Raw -566807.530667 + Penalty 2876.930148 = -563930.600519
  nChanged 571
		SP:Iteration 2F (81065.970000 sec): 3 clusters
  Score: Raw -567157.969518 + Penalty 2876.930148 = -564281.039370
  nChanged 441
		SP:Iteration 3F (81066.090000 sec): 3 clusters
  Score: Raw -567426.592527 + Penalty 2876.930148 = -564549.662379
  nChanged 394
		SP:Iteration 4F (81066.200000 sec): 3 clusters
  Score: Raw -567695.288702 + Penalty 2876.930148 = -564818.358554
  nChanged 336
		SP:Iteration 5Q (81066.330000 sec): 3 clusters
  Score: Raw -567909.782356 + Penalty 2876.930148 = -565032.852208
  nChanged 310
		SP:Iteration 6Q (81066.450000 sec): 3 clusters
  Score: Raw -568097.466800 + Penalty 2876.930148 = -565220.536652
  nChanged 265
		SP:Iteration 7Q (81066.580000 sec): 3 clusters
  Score: Raw -568272.695820 + Penalty 2876.930148 = -565395.765672
  nChanged 269
		SP:Iteration 8Q (81066.700000 sec): 3 clusters
  Score: Raw -568481.836698 + Penalty 2876.930148 = -565604.906550
  nChanged 278
		SP:Iteration 9Q (81066.820000 sec): 3 clusters
  Score: Raw -568716.248450 + Penalty 2876.930148 = -565839.318302
  nChanged 263
		SP:Iteration 10Q (81066.940000 sec): 3 clusters
  Score: Raw -568915.783764 + Penalty 2876.930148 = -566038.853616
  nChanged 247
		SP:Iteration 11Q (81067.060000 sec): 3 clusters
  Score: Raw -569101.149718 + Penalty 2876.930148 = -566224.219570
  nChanged 211
		SP:Iteration 12Q (81067.170000 sec): 3 clusters
  Score: Raw -569261.487076 + Penalty 2876.930148 = -566384.556928
  nChanged 184
		SP:Iteration 13Q (81067.300000 sec): 3 clusters
  Score: Raw -569412.931811 + Penalty 2876.930148 = -566536.001663
  nChanged 167
		SP:Iteration 14Q (81067.410000 sec): 3 clusters
  Score: Raw -569506.848291 + Penalty 2876.930148 = -566629.918143
  nChanged 110
		SP:Iteration 15Q (81067.530000 sec): 3 clusters
  Score: Raw -569550.185419 + Penalty 2876.930148 = -566673.255271
  nChanged 72
		SP:Iteration 16Q (81067.650000 sec): 3 clusters
  Score: Raw -569572.701080 + Penalty 2876.930148 = -566695.770932
  nChanged 54
		SP:Iteration 17Q (81067.770000 sec): 3 clusters
  Score: Raw -569590.114600 + Penalty 2876.930148 = -566713.184452
  nChanged 52
		SP:Iteration 18Q (81067.890000 sec): 3 clusters
  Score: Raw -569603.146566 + Penalty 2876.930148 = -566726.216418
  nChanged 29
		SP:Iteration 19Q (81068.020000 sec): 3 clusters
  Score: Raw -569608.376047 + Penalty 2876.930148 = -566731.445899
  nChanged 18
		SP:Iteration 20F (81068.140000 sec): 3 clusters
  Score: Raw -569611.269767 + Penalty 2876.930148 = -566734.339619
  nChanged 17
		SP:Iteration 21Q (81068.270000 sec): 3 clusters
  Score: Raw -569614.664020 + Penalty 2876.930148 = -566737.733871
  nChanged 21
		SP:Iteration 22Q (81068.390000 sec): 3 clusters
  Score: Raw -569618.382844 + Penalty 2876.930148 = -566741.452696
  nChanged 19
		SP:Iteration 23Q (81068.510000 sec): 3 clusters
  Score: Raw -569622.063362 + Penalty 2876.930148 = -566745.133214
  nChanged 15
		SP:Iteration 24Q (81068.640000 sec): 3 clusters
  Score: Raw -569624.490772 + Penalty 2876.930148 = -566747.560624
  nChanged 12
		SP:Iteration 25Q (81068.760000 sec): 3 clusters
  Score: Raw -569627.144879 + Penalty 2876.930148 = -566750.214731
  nChanged 11
		SP:Iteration 26Q (81068.880000 sec): 3 clusters
  Score: Raw -569629.450861 + Penalty 2876.930148 = -566752.520712
  nChanged 12
		SP:Iteration 27Q (81069.010000 sec): 3 clusters
  Score: Raw -569631.679378 + Penalty 2876.930148 = -566754.749230
  nChanged 12
		SP:Iteration 28Q (81069.130000 sec): 3 clusters
  Score: Raw -569634.886141 + Penalty 2876.930148 = -566757.955993
  nChanged 19
		SP:Iteration 29Q (81069.250000 sec): 3 clusters
  Score: Raw -569639.195935 + Penalty 2876.930148 = -566762.265787
  nChanged 11
		SP:Iteration 30Q (81069.380000 sec): 3 clusters
  Score: Raw -569640.658612 + Penalty 2876.930148 = -566763.728464
  nChanged 5
		SP:Iteration 31Q (81069.500000 sec): 3 clusters
  Score: Raw -569641.204530 + Penalty 2876.930148 = -566764.274382
  nChanged 2
		SP:Iteration 32Q (81069.620000 sec): 3 clusters
  Score: Raw -569641.643876 + Penalty 2876.930148 = -566764.713728
  nChanged 3
		SP:Iteration 33Q (81069.750000 sec): 3 clusters
  Score: Raw -569642.284857 + Penalty 2876.930148 = -566765.354709
  nChanged 7
		SP:Iteration 34Q (81069.870000 sec): 3 clusters
  Score: Raw -569643.011871 + Penalty 2876.930148 = -566766.081723
  nChanged 4
		SP:Iteration 35Q (81069.990000 sec): 3 clusters
  Score: Raw -569643.968087 + Penalty 2876.930148 = -566767.037939
  nChanged 6
		SP:Iteration 36Q (81070.120000 sec): 3 clusters
  Score: Raw -569644.671631 + Penalty 2876.930148 = -566767.741483
  nChanged 6
		SP:Iteration 37Q (81070.240000 sec): 3 clusters
  Score: Raw -569645.394077 + Penalty 2876.930148 = -566768.463929
  nChanged 7
		SP:Iteration 38Q (81070.360000 sec): 3 clusters
  Score: Raw -569646.651889 + Penalty 2876.930148 = -566769.721741
  nChanged 9
		SP:Iteration 39Q (81070.490000 sec): 3 clusters
  Score: Raw -569648.258560 + Penalty 2876.930148 = -566771.328412
  nChanged 11
		SP:Iteration 40F (81070.610000 sec): 3 clusters
  Score: Raw -569650.853757 + Penalty 2876.930148 = -566773.923609
  nChanged 12
		SP:Iteration 41Q (81070.730000 sec): 3 clusters
  Score: Raw -569652.764059 + Penalty 2876.930148 = -566775.833911
  nChanged 7
		SP:Iteration 42Q (81070.860000 sec): 3 clusters
  Score: Raw -569654.608271 + Penalty 2876.930148 = -566777.678123
  nChanged 9
		SP:Iteration 43Q (81070.980000 sec): 3 clusters
  Score: Raw -569656.509150 + Penalty 2876.930148 = -566779.579002
  nChanged 8
		SP:Iteration 44Q (81071.110000 sec): 3 clusters
  Score: Raw -569658.143673 + Penalty 2876.930148 = -566781.213525
  nChanged 5
		SP:Iteration 45Q (81071.230000 sec): 3 clusters
  Score: Raw -569658.824630 + Penalty 2876.930148 = -566781.894482
  nChanged 1
		SP:Iteration 46Q (81071.350000 sec): 3 clusters
  Score: Raw -569659.011574 + Penalty 2876.930148 = -566782.081426
  nChanged 2
		SP:Iteration 47Q (81071.470000 sec): 3 clusters
  Score: Raw -569659.229719 + Penalty 2876.930148 = -566782.299571
  nChanged 2
		SP:Iteration 48Q (81071.600000 sec): 3 clusters
  Score: Raw -569659.689983 + Penalty 2876.930148 = -566782.759835
  nChanged 2
		SP:Iteration 49Q (81071.720000 sec): 3 clusters
  Score: Raw -569659.864992 + Penalty 2876.930148 = -566782.934843
  nChanged 1
		SP:Iteration 50Q (81071.850000 sec): 3 clusters
  Score: Raw -569659.963413 + Penalty 2876.930148 = -566783.033265
  nChanged 1
		SP:Iteration 51Q (81071.970000 sec): 3 clusters
  Score: Raw -569660.050258 + Penalty 2876.930148 = -566783.120110
  nChanged 1
		SP:Iteration 52Q (81072.090000 sec): 3 clusters
  Score: Raw -569660.324265 + Penalty 2876.930148 = -566783.394117
  nChanged 1
		SP:Iteration 53Q (81072.210000 sec): 3 clusters
  Score: Raw -569660.412359 + Penalty 2876.930148 = -566783.482211
  nChanged 2
		SP:Iteration 54Q (81072.340000 sec): 3 clusters
  Score: Raw -569660.831646 + Penalty 2876.930148 = -566783.901497
  nChanged 2
		SP:Iteration 55Q (81072.460000 sec): 3 clusters
  Score: Raw -569661.021973 + Penalty 2876.930148 = -566784.091824
  nChanged 1
		SP:Iteration 56Q (81072.590000 sec): 3 clusters
  Score: Raw -569661.132864 + Penalty 2876.930148 = -566784.202716
  nChanged 0
		SP:Iteration 57F (81072.710000 sec): 3 clusters
  Score: Raw -569661.132864 + Penalty 2876.930148 = -566784.202716
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 69 (3936 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (81072.790000 sec): 2 clusters
  Score: Raw -320322.661166 + Penalty 1345.162042 = -318977.499124
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (81072.870000 sec): 3 clusters
  Score: Raw -318404.203320 + Penalty 2690.324084 = -315713.879236
  nChanged 1509
		SP:Iteration 1F (81072.950000 sec): 3 clusters
  Score: Raw -319461.749350 + Penalty 2690.324084 = -316771.425266
  nChanged 390
		SP:Iteration 2F (81073.030000 sec): 3 clusters
  Score: Raw -319847.451864 + Penalty 2690.324084 = -317157.127780
  nChanged 288
		SP:Iteration 3F (81073.100000 sec): 3 clusters
  Score: Raw -320114.035144 + Penalty 2690.324084 = -317423.711060
  nChanged 243
		SP:Iteration 4F (81073.170000 sec): 3 clusters
  Score: Raw -320332.471311 + Penalty 2690.324084 = -317642.147227
  nChanged 195
		SP:Iteration 5Q (81073.250000 sec): 3 clusters
  Score: Raw -320525.963819 + Penalty 2690.324084 = -317835.639735
  nChanged 177
		SP:Iteration 6Q (81073.320000 sec): 3 clusters
  Score: Raw -320725.193077 + Penalty 2690.324084 = -318034.868993
  nChanged 170
		SP:Iteration 7Q (81073.390000 sec): 3 clusters
  Score: Raw -320930.468131 + Penalty 2690.324084 = -318240.144048
  nChanged 148
		SP:Iteration 8Q (81073.470000 sec): 3 clusters
  Score: Raw -321118.769442 + Penalty 2690.324084 = -318428.445358
  nChanged 132
		SP:Iteration 9Q (81073.540000 sec): 3 clusters
  Score: Raw -321286.080948 + Penalty 2690.324084 = -318595.756865
  nChanged 118
		SP:Iteration 10Q (81073.610000 sec): 3 clusters
  Score: Raw -321414.670740 + Penalty 2690.324084 = -318724.346656
  nChanged 82
		SP:Iteration 11Q (81073.680000 sec): 3 clusters
  Score: Raw -321515.171703 + Penalty 2690.324084 = -318824.847619
  nChanged 82
		SP:Iteration 12Q (81073.750000 sec): 3 clusters
  Score: Raw -321634.236988 + Penalty 2690.324084 = -318943.912904
  nChanged 87
		SP:Iteration 13Q (81073.820000 sec): 3 clusters
  Score: Raw -321814.951610 + Penalty 2690.324084 = -319124.627527
  nChanged 86
		SP:Iteration 14Q (81073.890000 sec): 3 clusters
  Score: Raw -322040.941023 + Penalty 2690.324084 = -319350.616939
  nChanged 58
		SP:Iteration 15Q (81073.960000 sec): 3 clusters
  Score: Raw -322143.216486 + Penalty 2690.324084 = -319452.892402
  nChanged 26
		SP:Iteration 16Q (81074.030000 sec): 3 clusters
  Score: Raw -322167.315530 + Penalty 2690.324084 = -319476.991446
  nChanged 13
		SP:Iteration 17Q (81074.090000 sec): 3 clusters
  Score: Raw -322172.495975 + Penalty 2690.324084 = -319482.171891
  nChanged 1
		SP:Iteration 18Q (81074.160000 sec): 3 clusters
  Score: Raw -322172.925335 + Penalty 2690.324084 = -319482.601251
  nChanged 1
		SP:Iteration 19Q (81074.230000 sec): 3 clusters
  Score: Raw -322173.131657 + Penalty 2690.324084 = -319482.807573
  nChanged 0
		SP:Iteration 20F (81074.300000 sec): 3 clusters
  Score: Raw -322173.131657 + Penalty 2690.324084 = -319482.807573
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 107.
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 70 (1394 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (81074.360000 sec): 2 clusters
  Score: Raw -115658.353325 + Penalty 1176.489046 = -114481.864279
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (81074.390000 sec): 3 clusters
  Score: Raw -115142.589704 + Penalty 2352.978092 = -112789.611612
  nChanged 476
		SP:Iteration 1F (81074.420000 sec): 3 clusters
  Score: Raw -115461.702730 + Penalty 2352.978092 = -113108.724638
  nChanged 99
		SP:Iteration 2F (81074.450000 sec): 3 clusters
  Score: Raw -115540.791885 + Penalty 2352.978092 = -113187.813793
  nChanged 50
		SP:Iteration 3Q (81074.470000 sec): 3 clusters
  Score: Raw -115593.508202 + Penalty 2352.978092 = -113240.530109
  nChanged 54
		SP:Iteration 4Q (81074.500000 sec): 3 clusters
  Score: Raw -115645.438604 + Penalty 2352.978092 = -113292.460511
  nChanged 38
		SP:Iteration 5Q (81074.530000 sec): 3 clusters
  Score: Raw -115678.739802 + Penalty 2352.978092 = -113325.761710
  nChanged 20
		SP:Iteration 6Q (81074.560000 sec): 3 clusters
  Score: Raw -115690.999662 + Penalty 2352.978092 = -113338.021569
  nChanged 11
		SP:Iteration 7Q (81074.590000 sec): 3 clusters
  Score: Raw -115699.315514 + Penalty 2352.978092 = -113346.337422
  nChanged 12
		SP:Iteration 8Q (81074.610000 sec): 3 clusters
  Score: Raw -115706.799403 + Penalty 2352.978092 = -113353.821311
  nChanged 13
		SP:Iteration 9Q (81074.640000 sec): 3 clusters
  Score: Raw -115716.947183 + Penalty 2352.978092 = -113363.969090
  nChanged 15
		SP:Iteration 10Q (81074.670000 sec): 3 clusters
  Score: Raw -115723.681729 + Penalty 2352.978092 = -113370.703637
  nChanged 6
		SP:Iteration 11Q (81074.700000 sec): 3 clusters
  Score: Raw -115725.294134 + Penalty 2352.978092 = -113372.316042
  nChanged 2
		SP:Iteration 12Q (81074.730000 sec): 3 clusters
  Score: Raw -115726.129450 + Penalty 2352.978092 = -113373.151357
  nChanged 2
		SP:Iteration 13Q (81074.750000 sec): 3 clusters
  Score: Raw -115727.564441 + Penalty 2352.978092 = -113374.586349
  nChanged 4
		SP:Iteration 14Q (81074.780000 sec): 3 clusters
  Score: Raw -115729.245288 + Penalty 2352.978092 = -113376.267196
  nChanged 1
		SP:Iteration 15Q (81074.810000 sec): 3 clusters
  Score: Raw -115729.619169 + Penalty 2352.978092 = -113376.641076
  nChanged 0
		SP:Iteration 16F (81074.830000 sec): 3 clusters
  Score: Raw -115729.619169 + Penalty 2352.978092 = -113376.641076
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 71 (6940 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (81074.950000 sec): 2 clusters
  Score: Raw -591331.065609 + Penalty 1437.321771 = -589893.743838
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (81075.090000 sec): 3 clusters
  Score: Raw -587613.003236 + Penalty 2874.643542 = -584738.359693
  nChanged 2877
		SP:Iteration 1F (81075.200000 sec): 3 clusters
  Score: Raw -589318.811048 + Penalty 2874.643542 = -586444.167506
  nChanged 584
		SP:Iteration 2F (81075.310000 sec): 3 clusters
  Score: Raw -589795.992641 + Penalty 2874.643542 = -586921.349098
  nChanged 531
		SP:Iteration 3F (81075.420000 sec): 3 clusters
  Score: Raw -590264.904727 + Penalty 2874.643542 = -587390.261185
  nChanged 491
		SP:Iteration 4F (81075.530000 sec): 3 clusters
  Score: Raw -590739.920665 + Penalty 2874.643542 = -587865.277123
  nChanged 413
		SP:Iteration 5F (81075.630000 sec): 3 clusters
  Score: Raw -591154.985510 + Penalty 2874.643542 = -588280.341967
  nChanged 366
		SP:Iteration 6F (81075.740000 sec): 3 clusters
  Score: Raw -591434.800101 + Penalty 2874.643542 = -588560.156559
  nChanged 267
		SP:Iteration 7Q (81075.860000 sec): 3 clusters
  Score: Raw -591603.794566 + Penalty 2874.643542 = -588729.151024
  nChanged 227
		SP:Iteration 8Q (81075.980000 sec): 3 clusters
  Score: Raw -591757.136736 + Penalty 2874.643542 = -588882.493194
  nChanged 217
		SP:Iteration 9Q (81076.100000 sec): 3 clusters
  Score: Raw -591909.040236 + Penalty 2874.643542 = -589034.396694
  nChanged 195
		SP:Iteration 10Q (81076.220000 sec): 3 clusters
  Score: Raw -592046.965335 + Penalty 2874.643542 = -589172.321792
  nChanged 205
		SP:Iteration 11Q (81076.350000 sec): 3 clusters
  Score: Raw -592168.670820 + Penalty 2874.643542 = -589294.027278
  nChanged 163
		SP:Iteration 12Q (81076.470000 sec): 3 clusters
  Score: Raw -592269.230944 + Penalty 2874.643542 = -589394.587402
  nChanged 137
		SP:Iteration 13Q (81076.590000 sec): 3 clusters
  Score: Raw -592347.363619 + Penalty 2874.643542 = -589472.720076
  nChanged 124
		SP:Iteration 14Q (81076.710000 sec): 3 clusters
  Score: Raw -592412.741278 + Penalty 2874.643542 = -589538.097735
  nChanged 110
		SP:Iteration 15Q (81076.830000 sec): 3 clusters
  Score: Raw -592476.774172 + Penalty 2874.643542 = -589602.130629
  nChanged 88
		SP:Iteration 16Q (81076.950000 sec): 3 clusters
  Score: Raw -592510.999621 + Penalty 2874.643542 = -589636.356079
  nChanged 64
		SP:Iteration 17Q (81077.060000 sec): 3 clusters
  Score: Raw -592533.616508 + Penalty 2874.643542 = -589658.972965
  nChanged 48
		SP:Iteration 18Q (81077.180000 sec): 3 clusters
  Score: Raw -592550.518573 + Penalty 2874.643542 = -589675.875031
  nChanged 44
		SP:Iteration 19Q (81077.300000 sec): 3 clusters
  Score: Raw -592570.225057 + Penalty 2874.643542 = -589695.581515
  nChanged 51
		SP:Iteration 20F (81077.420000 sec): 3 clusters
  Score: Raw -592588.130046 + Penalty 2874.643542 = -589713.486504
  nChanged 39
		SP:Iteration 21Q (81077.540000 sec): 3 clusters
  Score: Raw -592601.978396 + Penalty 2874.643542 = -589727.334854
  nChanged 41
		SP:Iteration 22Q (81077.660000 sec): 3 clusters
  Score: Raw -592616.943359 + Penalty 2874.643542 = -589742.299816
  nChanged 32
		SP:Iteration 23Q (81077.780000 sec): 3 clusters
  Score: Raw -592627.830570 + Penalty 2874.643542 = -589753.187027
  nChanged 27
		SP:Iteration 24Q (81077.890000 sec): 3 clusters
  Score: Raw -592637.224807 + Penalty 2874.643542 = -589762.581265
  nChanged 30
		SP:Iteration 25Q (81078.000000 sec): 3 clusters
  Score: Raw -592647.513337 + Penalty 2874.643542 = -589772.869795
  nChanged 31
		SP:Iteration 26Q (81078.110000 sec): 3 clusters
  Score: Raw -592658.039556 + Penalty 2874.643542 = -589783.396013
  nChanged 27
		SP:Iteration 27Q (81078.230000 sec): 3 clusters
  Score: Raw -592668.005236 + Penalty 2874.643542 = -589793.361694
  nChanged 27
		SP:Iteration 28Q (81078.340000 sec): 3 clusters
  Score: Raw -592677.448333 + Penalty 2874.643542 = -589802.804790
  nChanged 25
		SP:Iteration 29Q (81078.450000 sec): 3 clusters
  Score: Raw -592683.151164 + Penalty 2874.643542 = -589808.507621
  nChanged 21
		SP:Iteration 30Q (81078.570000 sec): 3 clusters
  Score: Raw -592687.313849 + Penalty 2874.643542 = -589812.670307
  nChanged 15
		SP:Iteration 31Q (81078.680000 sec): 3 clusters
  Score: Raw -592690.223100 + Penalty 2874.643542 = -589815.579558
  nChanged 18
		SP:Iteration 32Q (81078.800000 sec): 3 clusters
  Score: Raw -592695.846756 + Penalty 2874.643542 = -589821.203214
  nChanged 24
		SP:Iteration 33Q (81078.910000 sec): 3 clusters
  Score: Raw -592707.422430 + Penalty 2874.643542 = -589832.778888
  nChanged 33
		SP:Iteration 34Q (81079.030000 sec): 3 clusters
  Score: Raw -592724.546619 + Penalty 2874.643542 = -589849.903076
  nChanged 47
		SP:Iteration 35Q (81079.140000 sec): 3 clusters
  Score: Raw -592745.748039 + Penalty 2874.643542 = -589871.104496
  nChanged 39
		SP:Iteration 36Q (81079.260000 sec): 3 clusters
  Score: Raw -592762.136688 + Penalty 2874.643542 = -589887.493145
  nChanged 43
		SP:Iteration 37Q (81079.370000 sec): 3 clusters
  Score: Raw -592778.659300 + Penalty 2874.643542 = -589904.015758
  nChanged 38
		SP:Iteration 38Q (81079.490000 sec): 3 clusters
  Score: Raw -592793.576132 + Penalty 2874.643542 = -589918.932589
  nChanged 29
		SP:Iteration 39Q (81079.600000 sec): 3 clusters
  Score: Raw -592801.860321 + Penalty 2874.643542 = -589927.216778
  nChanged 27
		SP:Iteration 40F (81079.720000 sec): 3 clusters
  Score: Raw -592812.195348 + Penalty 2874.643542 = -589937.551806
  nChanged 29
		SP:Iteration 41Q (81079.840000 sec): 3 clusters
  Score: Raw -592823.781334 + Penalty 2874.643542 = -589949.137791
  nChanged 30
		SP:Iteration 42Q (81079.950000 sec): 3 clusters
  Score: Raw -592837.126602 + Penalty 2874.643542 = -589962.483060
  nChanged 33
		SP:Iteration 43Q (81080.070000 sec): 3 clusters
  Score: Raw -592850.680767 + Penalty 2874.643542 = -589976.037224
  nChanged 26
		SP:Iteration 44Q (81080.190000 sec): 3 clusters
  Score: Raw -592860.163916 + Penalty 2874.643542 = -589985.520374
  nChanged 29
		SP:Iteration 45Q (81080.310000 sec): 3 clusters
  Score: Raw -592869.049551 + Penalty 2874.643542 = -589994.406009
  nChanged 22
		SP:Iteration 46Q (81080.420000 sec): 3 clusters
  Score: Raw -592875.138441 + Penalty 2874.643542 = -590000.494899
  nChanged 19
		SP:Iteration 47Q (81080.540000 sec): 3 clusters
  Score: Raw -592880.166490 + Penalty 2874.643542 = -590005.522947
  nChanged 14
		SP:Iteration 48Q (81080.650000 sec): 3 clusters
  Score: Raw -592884.822263 + Penalty 2874.643542 = -590010.178721
  nChanged 17
		SP:Iteration 49Q (81080.770000 sec): 3 clusters
  Score: Raw -592889.375475 + Penalty 2874.643542 = -590014.731933
  nChanged 16
		SP:Iteration 50Q (81080.890000 sec): 3 clusters
  Score: Raw -592892.206924 + Penalty 2874.643542 = -590017.563381
  nChanged 7
		SP:Iteration 51Q (81081.000000 sec): 3 clusters
  Score: Raw -592893.595087 + Penalty 2874.643542 = -590018.951544
  nChanged 5
		SP:Iteration 52Q (81081.120000 sec): 3 clusters
  Score: Raw -592894.747147 + Penalty 2874.643542 = -590020.103604
  nChanged 5
		SP:Iteration 53Q (81081.230000 sec): 3 clusters
  Score: Raw -592895.875586 + Penalty 2874.643542 = -590021.232044
  nChanged 3
		SP:Iteration 54Q (81081.350000 sec): 3 clusters
  Score: Raw -592896.399634 + Penalty 2874.643542 = -590021.756091
  nChanged 2
		SP:Iteration 55Q (81081.470000 sec): 3 clusters
  Score: Raw -592896.624426 + Penalty 2874.643542 = -590021.980883
  nChanged 1
		SP:Iteration 56Q (81081.580000 sec): 3 clusters
  Score: Raw -592896.807356 + Penalty 2874.643542 = -590022.163813
  nChanged 1
		SP:Iteration 57Q (81081.700000 sec): 3 clusters
  Score: Raw -592896.871425 + Penalty 2874.643542 = -590022.227882
  nChanged 0
		SP:Iteration 58F (81081.820000 sec): 3 clusters
  Score: Raw -592896.871425 + Penalty 2874.643542 = -590022.227882
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 108.
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 72 (3650 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (81081.890000 sec): 2 clusters
  Score: Raw -335196.166705 + Penalty 1332.903398 = -333863.263308
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (81081.970000 sec): 3 clusters
  Score: Raw -333419.001880 + Penalty 2665.806795 = -330753.195084
  nChanged 1452
		SP:Iteration 1F (81082.040000 sec): 3 clusters
  Score: Raw -334236.627874 + Penalty 2665.806795 = -331570.821078
  nChanged 279
		SP:Iteration 2F (81082.110000 sec): 3 clusters
  Score: Raw -334391.068665 + Penalty 2665.806795 = -331725.261869
  nChanged 192
		SP:Iteration 3F (81082.170000 sec): 3 clusters
  Score: Raw -334499.610175 + Penalty 2665.806795 = -331833.803379
  nChanged 177
		SP:Iteration 4Q (81082.250000 sec): 3 clusters
  Score: Raw -334631.860124 + Penalty 2665.806795 = -331966.053329
  nChanged 179
		SP:Iteration 5Q (81082.310000 sec): 3 clusters
  Score: Raw -334772.558008 + Penalty 2665.806795 = -332106.751213
  nChanged 190
		SP:Iteration 6F (81082.380000 sec): 3 clusters
  Score: Raw -334956.038827 + Penalty 2665.806795 = -332290.232032
  nChanged 212
		SP:Iteration 7F (81082.450000 sec): 3 clusters
  Score: Raw -335159.226212 + Penalty 2665.806795 = -332493.419417
  nChanged 192
		SP:Iteration 8F (81082.520000 sec): 3 clusters
  Score: Raw -335340.378096 + Penalty 2665.806795 = -332674.571301
  nChanged 155
		SP:Iteration 9Q (81082.590000 sec): 3 clusters
  Score: Raw -335445.324009 + Penalty 2665.806795 = -332779.517214
  nChanged 88
		SP:Iteration 10Q (81082.660000 sec): 3 clusters
  Score: Raw -335500.285926 + Penalty 2665.806795 = -332834.479131
  nChanged 61
		SP:Iteration 11Q (81082.730000 sec): 3 clusters
  Score: Raw -335527.130460 + Penalty 2665.806795 = -332861.323665
  nChanged 36
		SP:Iteration 12Q (81082.800000 sec): 3 clusters
  Score: Raw -335548.439722 + Penalty 2665.806795 = -332882.632927
  nChanged 40
		SP:Iteration 13Q (81082.870000 sec): 3 clusters
  Score: Raw -335569.841303 + Penalty 2665.806795 = -332904.034508
  nChanged 38
		SP:Iteration 14Q (81082.930000 sec): 3 clusters
  Score: Raw -335590.131152 + Penalty 2665.806795 = -332924.324357
  nChanged 30
		SP:Iteration 15Q (81083.010000 sec): 3 clusters
  Score: Raw -335607.446057 + Penalty 2665.806795 = -332941.639262
  nChanged 32
		SP:Iteration 16Q (81083.070000 sec): 3 clusters
  Score: Raw -335628.629535 + Penalty 2665.806795 = -332962.822740
  nChanged 36
		SP:Iteration 17Q (81083.140000 sec): 3 clusters
  Score: Raw -335653.522854 + Penalty 2665.806795 = -332987.716059
  nChanged 37
		SP:Iteration 18Q (81083.210000 sec): 3 clusters
  Score: Raw -335671.989369 + Penalty 2665.806795 = -333006.182574
  nChanged 28
		SP:Iteration 19Q (81083.280000 sec): 3 clusters
  Score: Raw -335684.184887 + Penalty 2665.806795 = -333018.378092
  nChanged 25
		SP:Iteration 20F (81083.350000 sec): 3 clusters
  Score: Raw -335695.118172 + Penalty 2665.806795 = -333029.311376
  nChanged 17
		SP:Iteration 21Q (81083.420000 sec): 3 clusters
  Score: Raw -335701.734685 + Penalty 2665.806795 = -333035.927889
  nChanged 12
		SP:Iteration 22Q (81083.490000 sec): 3 clusters
  Score: Raw -335705.650521 + Penalty 2665.806795 = -333039.843726
  nChanged 11
		SP:Iteration 23Q (81083.560000 sec): 3 clusters
  Score: Raw -335708.046210 + Penalty 2665.806795 = -333042.239415
  nChanged 5
		SP:Iteration 24Q (81083.630000 sec): 3 clusters
  Score: Raw -335709.252694 + Penalty 2665.806795 = -333043.445899
  nChanged 1
		SP:Iteration 25Q (81083.700000 sec): 3 clusters
  Score: Raw -335709.490880 + Penalty 2665.806795 = -333043.684084
  nChanged 2
		SP:Iteration 26Q (81083.770000 sec): 3 clusters
  Score: Raw -335709.962762 + Penalty 2665.806795 = -333044.155966
  nChanged 2
		SP:Iteration 27Q (81083.840000 sec): 3 clusters
  Score: Raw -335710.350805 + Penalty 2665.806795 = -333044.544009
  nChanged 1
		SP:Iteration 28Q (81083.910000 sec): 3 clusters
  Score: Raw -335710.516227 + Penalty 2665.806795 = -333044.709432
  nChanged 2
		SP:Iteration 29Q (81083.980000 sec): 3 clusters
  Score: Raw -335711.210319 + Penalty 2665.806795 = -333045.403524
  nChanged 5
		SP:Iteration 30Q (81084.050000 sec): 3 clusters
  Score: Raw -335712.772554 + Penalty 2665.806795 = -333046.965759
  nChanged 7
		SP:Iteration 31Q (81084.120000 sec): 3 clusters
  Score: Raw -335714.479170 + Penalty 2665.806795 = -333048.672375
  nChanged 8
		SP:Iteration 32Q (81084.190000 sec): 3 clusters
  Score: Raw -335716.742655 + Penalty 2665.806795 = -333050.935859
  nChanged 7
		SP:Iteration 33Q (81084.260000 sec): 3 clusters
  Score: Raw -335718.984903 + Penalty 2665.806795 = -333053.178108
  nChanged 2
		SP:Iteration 34Q (81084.330000 sec): 3 clusters
  Score: Raw -335719.379543 + Penalty 2665.806795 = -333053.572748
  nChanged 3
		SP:Iteration 35Q (81084.400000 sec): 3 clusters
  Score: Raw -335719.926833 + Penalty 2665.806795 = -333054.120037
  nChanged 2
		SP:Iteration 36Q (81084.470000 sec): 3 clusters
  Score: Raw -335720.677879 + Penalty 2665.806795 = -333054.871084
  nChanged 2
		SP:Iteration 37Q (81084.530000 sec): 3 clusters
  Score: Raw -335721.719954 + Penalty 2665.806795 = -333055.913158
  nChanged 3
		SP:Iteration 38Q (81084.610000 sec): 3 clusters
  Score: Raw -335723.335224 + Penalty 2665.806795 = -333057.528429
  nChanged 2
		SP:Iteration 39Q (81084.670000 sec): 3 clusters
  Score: Raw -335723.924396 + Penalty 2665.806795 = -333058.117601
  nChanged 4
		SP:Iteration 40F (81084.740000 sec): 3 clusters
  Score: Raw -335725.124940 + Penalty 2665.806795 = -333059.318145
  nChanged 2
		SP:Iteration 41Q (81084.810000 sec): 3 clusters
  Score: Raw -335725.576302 + Penalty 2665.806795 = -333059.769507
  nChanged 3
		SP:Iteration 42Q (81084.880000 sec): 3 clusters
  Score: Raw -335726.566430 + Penalty 2665.806795 = -333060.759635
  nChanged 3
		SP:Iteration 43Q (81084.950000 sec): 3 clusters
  Score: Raw -335727.622537 + Penalty 2665.806795 = -333061.815742
  nChanged 4
		SP:Iteration 44Q (81085.020000 sec): 3 clusters
  Score: Raw -335729.423475 + Penalty 2665.806795 = -333063.616680
  nChanged 5
		SP:Iteration 45Q (81085.090000 sec): 3 clusters
  Score: Raw -335731.562713 + Penalty 2665.806795 = -333065.755918
  nChanged 10
		SP:Iteration 46Q (81085.160000 sec): 3 clusters
  Score: Raw -335736.359815 + Penalty 2665.806795 = -333070.553019
  nChanged 8
		SP:Iteration 47Q (81085.230000 sec): 3 clusters
  Score: Raw -335740.047952 + Penalty 2665.806795 = -333074.241157
  nChanged 8
		SP:Iteration 48Q (81085.290000 sec): 3 clusters
  Score: Raw -335742.641186 + Penalty 2665.806795 = -333076.834391
  nChanged 9
		SP:Iteration 49Q (81085.370000 sec): 3 clusters
  Score: Raw -335745.795806 + Penalty 2665.806795 = -333079.989011
  nChanged 7
		SP:Iteration 50Q (81085.430000 sec): 3 clusters
  Score: Raw -335750.206120 + Penalty 2665.806795 = -333084.399325
  nChanged 6
		SP:Iteration 51Q (81085.500000 sec): 3 clusters
  Score: Raw -335752.811905 + Penalty 2665.806795 = -333087.005110
  nChanged 3
		SP:Iteration 52Q (81085.570000 sec): 3 clusters
  Score: Raw -335753.887826 + Penalty 2665.806795 = -333088.081031
  nChanged 6
		SP:Iteration 53Q (81085.640000 sec): 3 clusters
  Score: Raw -335755.023412 + Penalty 2665.806795 = -333089.216617
  nChanged 2
		SP:Iteration 54Q (81085.710000 sec): 3 clusters
  Score: Raw -335755.505577 + Penalty 2665.806795 = -333089.698782
  nChanged 0
		SP:Iteration 55F (81085.780000 sec): 3 clusters
  Score: Raw -335755.505577 + Penalty 2665.806795 = -333089.698782
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 73 (2666 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (81085.850000 sec): 2 clusters
  Score: Raw -206470.384489 + Penalty 1281.854356 = -205188.530133
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (81085.890000 sec): 3 clusters
  Score: Raw -205281.467065 + Penalty 2563.708713 = -202717.758352
  nChanged 1010
		SP:Iteration 1F (81085.950000 sec): 3 clusters
  Score: Raw -206200.872433 + Penalty 2563.708713 = -203637.163720
  nChanged 292
		SP:Iteration 2F (81085.990000 sec): 3 clusters
  Score: Raw -206586.168408 + Penalty 2563.708713 = -204022.459695
  nChanged 215
		SP:Iteration 3F (81086.050000 sec): 3 clusters
  Score: Raw -206845.105052 + Penalty 2563.708713 = -204281.396340
  nChanged 178
		SP:Iteration 4F (81086.090000 sec): 3 clusters
  Score: Raw -207019.734695 + Penalty 2563.708713 = -204456.025982
  nChanged 114
		SP:Iteration 5Q (81086.150000 sec): 3 clusters
  Score: Raw -207124.655254 + Penalty 2563.708713 = -204560.946541
  nChanged 82
		SP:Iteration 6Q (81086.190000 sec): 3 clusters
  Score: Raw -207229.365045 + Penalty 2563.708713 = -204665.656332
  nChanged 76
		SP:Iteration 7Q (81086.250000 sec): 3 clusters
  Score: Raw -207321.186195 + Penalty 2563.708713 = -204757.477482
  nChanged 64
		SP:Iteration 8Q (81086.290000 sec): 3 clusters
  Score: Raw -207372.197687 + Penalty 2563.708713 = -204808.488974
  nChanged 48
		SP:Iteration 9Q (81086.340000 sec): 3 clusters
  Score: Raw -207401.225501 + Penalty 2563.708713 = -204837.516788
  nChanged 37
		SP:Iteration 10Q (81086.390000 sec): 3 clusters
  Score: Raw -207423.331727 + Penalty 2563.708713 = -204859.623014
  nChanged 32
		SP:Iteration 11Q (81086.440000 sec): 3 clusters
  Score: Raw -207444.283738 + Penalty 2563.708713 = -204880.575025
  nChanged 35
		SP:Iteration 12Q (81086.490000 sec): 3 clusters
  Score: Raw -207460.945204 + Penalty 2563.708713 = -204897.236492
  nChanged 19
		SP:Iteration 13Q (81086.540000 sec): 3 clusters
  Score: Raw -207468.728178 + Penalty 2563.708713 = -204905.019465
  nChanged 16
		SP:Iteration 14Q (81086.590000 sec): 3 clusters
  Score: Raw -207479.939456 + Penalty 2563.708713 = -204916.230744
  nChanged 19
		SP:Iteration 15Q (81086.640000 sec): 3 clusters
  Score: Raw -207487.375596 + Penalty 2563.708713 = -204923.666884
  nChanged 19
		SP:Iteration 16Q (81086.690000 sec): 3 clusters
  Score: Raw -207495.166842 + Penalty 2563.708713 = -204931.458129
  nChanged 9
		SP:Iteration 17Q (81086.740000 sec): 3 clusters
  Score: Raw -207497.742304 + Penalty 2563.708713 = -204934.033592
  nChanged 2
		SP:Iteration 18Q (81086.790000 sec): 3 clusters
  Score: Raw -207498.687124 + Penalty 2563.708713 = -204934.978411
  nChanged 3
		SP:Iteration 19Q (81086.840000 sec): 3 clusters
  Score: Raw -207499.924983 + Penalty 2563.708713 = -204936.216271
  nChanged 4
		SP:Iteration 20F (81086.890000 sec): 3 clusters
  Score: Raw -207501.679277 + Penalty 2563.708713 = -204937.970564
  nChanged 2
		SP:Iteration 21Q (81086.940000 sec): 3 clusters
  Score: Raw -207503.091713 + Penalty 2563.708713 = -204939.383000
  nChanged 2
		SP:Iteration 22Q (81086.990000 sec): 3 clusters
  Score: Raw -207503.683913 + Penalty 2563.708713 = -204939.975200
  nChanged 1
		SP:Iteration 23Q (81087.040000 sec): 3 clusters
  Score: Raw -207503.880123 + Penalty 2563.708713 = -204940.171410
  nChanged 2
		SP:Iteration 24Q (81087.090000 sec): 3 clusters
  Score: Raw -207505.219892 + Penalty 2563.708713 = -204941.511179
  nChanged 3
		SP:Iteration 25Q (81087.140000 sec): 3 clusters
  Score: Raw -207505.996981 + Penalty 2563.708713 = -204942.288268
  nChanged 1
		SP:Iteration 26Q (81087.190000 sec): 3 clusters
  Score: Raw -207506.249087 + Penalty 2563.708713 = -204942.540375
  nChanged 2
		SP:Iteration 27Q (81087.240000 sec): 3 clusters
  Score: Raw -207507.725689 + Penalty 2563.708713 = -204944.016976
  nChanged 3
		SP:Iteration 28Q (81087.290000 sec): 3 clusters
  Score: Raw -207509.561301 + Penalty 2563.708713 = -204945.852588
  nChanged 4
		SP:Iteration 29Q (81087.340000 sec): 3 clusters
  Score: Raw -207510.841826 + Penalty 2563.708713 = -204947.133113
  nChanged 1
		SP:Iteration 30Q (81087.390000 sec): 3 clusters
  Score: Raw -207511.340674 + Penalty 2563.708713 = -204947.631961
  nChanged 2
		SP:Iteration 31Q (81087.440000 sec): 3 clusters
  Score: Raw -207513.762820 + Penalty 2563.708713 = -204950.054107
  nChanged 7
		SP:Iteration 32Q (81087.490000 sec): 3 clusters
  Score: Raw -207516.805578 + Penalty 2563.708713 = -204953.096865
  nChanged 9
		SP:Iteration 33Q (81087.540000 sec): 3 clusters
  Score: Raw -207519.706771 + Penalty 2563.708713 = -204955.998058
  nChanged 6
		SP:Iteration 34Q (81087.590000 sec): 3 clusters
  Score: Raw -207522.025642 + Penalty 2563.708713 = -204958.316930
  nChanged 7
		SP:Iteration 35Q (81087.640000 sec): 3 clusters
  Score: Raw -207524.905181 + Penalty 2563.708713 = -204961.196468
  nChanged 8
		SP:Iteration 36Q (81087.690000 sec): 3 clusters
  Score: Raw -207528.755375 + Penalty 2563.708713 = -204965.046662
  nChanged 6
		SP:Iteration 37Q (81087.730000 sec): 3 clusters
  Score: Raw -207533.420395 + Penalty 2563.708713 = -204969.711683
  nChanged 9
		SP:Iteration 38Q (81087.790000 sec): 3 clusters
  Score: Raw -207536.928087 + Penalty 2563.708713 = -204973.219374
  nChanged 5
		SP:Iteration 39Q (81087.830000 sec): 3 clusters
  Score: Raw -207537.870046 + Penalty 2563.708713 = -204974.161333
  nChanged 1
		SP:Iteration 40F (81087.890000 sec): 3 clusters
  Score: Raw -207538.148292 + Penalty 2563.708713 = -204974.439579
  nChanged 1
		SP:Iteration 41Q (81087.930000 sec): 3 clusters
  Score: Raw -207538.419575 + Penalty 2563.708713 = -204974.710862
  nChanged 0
		SP:Iteration 42F (81087.990000 sec): 3 clusters
  Score: Raw -207538.419575 + Penalty 2563.708713 = -204974.710862
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 74 (7683 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (81088.080000 sec): 2 clusters
  Score: Raw -672524.949139 + Penalty 1453.849373 = -671071.099766
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (81088.230000 sec): 3 clusters
  Score: Raw -668266.616215 + Penalty 2907.698747 = -665358.917468
  nChanged 3231
		SP:Iteration 1F (81088.340000 sec): 3 clusters
  Score: Raw -670065.711459 + Penalty 2907.698747 = -667158.012712
  nChanged 490
		SP:Iteration 2F (81088.460000 sec): 3 clusters
  Score: Raw -670313.912103 + Penalty 2907.698747 = -667406.213356
  nChanged 424
		SP:Iteration 3F (81088.570000 sec): 3 clusters
  Score: Raw -670509.828137 + Penalty 2907.698747 = -667602.129391
  nChanged 331
		SP:Iteration 4Q (81088.700000 sec): 3 clusters
  Score: Raw -670659.008698 + Penalty 2907.698747 = -667751.309951
  nChanged 290
		SP:Iteration 5Q (81088.820000 sec): 3 clusters
  Score: Raw -670785.632456 + Penalty 2907.698747 = -667877.933709
  nChanged 280
		SP:Iteration 6Q (81088.940000 sec): 3 clusters
  Score: Raw -670905.265807 + Penalty 2907.698747 = -667997.567060
  nChanged 271
		SP:Iteration 7Q (81089.070000 sec): 3 clusters
  Score: Raw -671026.788446 + Penalty 2907.698747 = -668119.089700
  nChanged 267
		SP:Iteration 8Q (81089.190000 sec): 3 clusters
  Score: Raw -671144.492190 + Penalty 2907.698747 = -668236.793443
  nChanged 250
		SP:Iteration 9Q (81089.310000 sec): 3 clusters
  Score: Raw -671247.339679 + Penalty 2907.698747 = -668339.640932
  nChanged 241
		SP:Iteration 10Q (81089.430000 sec): 3 clusters
  Score: Raw -671365.546825 + Penalty 2907.698747 = -668457.848078
  nChanged 229
		SP:Iteration 11Q (81089.560000 sec): 3 clusters
  Score: Raw -671472.097172 + Penalty 2907.698747 = -668564.398426
  nChanged 227
		SP:Iteration 12Q (81089.680000 sec): 3 clusters
  Score: Raw -671571.267339 + Penalty 2907.698747 = -668663.568592
  nChanged 235
		SP:Iteration 13Q (81089.810000 sec): 3 clusters
  Score: Raw -671690.002453 + Penalty 2907.698747 = -668782.303706
  nChanged 238
		SP:Iteration 14Q (81089.930000 sec): 3 clusters
  Score: Raw -671822.570350 + Penalty 2907.698747 = -668914.871603
  nChanged 219
		SP:Iteration 15Q (81090.050000 sec): 3 clusters
  Score: Raw -671934.073311 + Penalty 2907.698747 = -669026.374564
  nChanged 191
		SP:Iteration 16Q (81090.170000 sec): 3 clusters
  Score: Raw -672043.113416 + Penalty 2907.698747 = -669135.414670
  nChanged 173
		SP:Iteration 17Q (81090.300000 sec): 3 clusters
  Score: Raw -672152.354751 + Penalty 2907.698747 = -669244.656004
  nChanged 164
		SP:Iteration 18Q (81090.420000 sec): 3 clusters
  Score: Raw -672250.163710 + Penalty 2907.698747 = -669342.464963
  nChanged 134
		SP:Iteration 19Q (81090.540000 sec): 3 clusters
  Score: Raw -672329.685697 + Penalty 2907.698747 = -669421.986950
  nChanged 134
		SP:Iteration 20F (81090.660000 sec): 3 clusters
  Score: Raw -672404.492207 + Penalty 2907.698747 = -669496.793460
  nChanged 117
		SP:Iteration 21Q (81090.780000 sec): 3 clusters
  Score: Raw -672478.694161 + Penalty 2907.698747 = -669570.995414
  nChanged 94
		SP:Iteration 22Q (81090.900000 sec): 3 clusters
  Score: Raw -672535.581349 + Penalty 2907.698747 = -669627.882602
  nChanged 78
		SP:Iteration 23Q (81091.020000 sec): 3 clusters
  Score: Raw -672583.345878 + Penalty 2907.698747 = -669675.647131
  nChanged 75
		SP:Iteration 24Q (81091.130000 sec): 3 clusters
  Score: Raw -672633.231863 + Penalty 2907.698747 = -669725.533116
  nChanged 57
		SP:Iteration 25Q (81091.260000 sec): 3 clusters
  Score: Raw -672673.920938 + Penalty 2907.698747 = -669766.222191
  nChanged 47
		SP:Iteration 26Q (81091.380000 sec): 3 clusters
  Score: Raw -672703.752379 + Penalty 2907.698747 = -669796.053632
  nChanged 53
		SP:Iteration 27Q (81091.510000 sec): 3 clusters
  Score: Raw -672730.779210 + Penalty 2907.698747 = -669823.080463
  nChanged 39
		SP:Iteration 28Q (81091.640000 sec): 3 clusters
  Score: Raw -672761.125614 + Penalty 2907.698747 = -669853.426867
  nChanged 46
		SP:Iteration 29Q (81091.760000 sec): 3 clusters
  Score: Raw -672799.319924 + Penalty 2907.698747 = -669891.621177
  nChanged 42
		SP:Iteration 30Q (81091.890000 sec): 3 clusters
  Score: Raw -672840.260295 + Penalty 2907.698747 = -669932.561549
  nChanged 37
		SP:Iteration 31Q (81092.010000 sec): 3 clusters
  Score: Raw -672871.019852 + Penalty 2907.698747 = -669963.321105
  nChanged 33
		SP:Iteration 32Q (81092.140000 sec): 3 clusters
  Score: Raw -672890.869711 + Penalty 2907.698747 = -669983.170964
  nChanged 28
		SP:Iteration 33Q (81092.270000 sec): 3 clusters
  Score: Raw -672906.334865 + Penalty 2907.698747 = -669998.636119
  nChanged 19
		SP:Iteration 34Q (81092.390000 sec): 3 clusters
  Score: Raw -672913.954572 + Penalty 2907.698747 = -670006.255825
  nChanged 9
		SP:Iteration 35Q (81092.520000 sec): 3 clusters
  Score: Raw -672918.601995 + Penalty 2907.698747 = -670010.903248
  nChanged 8
		SP:Iteration 36Q (81092.640000 sec): 3 clusters
  Score: Raw -672922.678545 + Penalty 2907.698747 = -670014.979799
  nChanged 7
		SP:Iteration 37Q (81092.770000 sec): 3 clusters
  Score: Raw -672925.759821 + Penalty 2907.698747 = -670018.061074
  nChanged 6
		SP:Iteration 38Q (81092.890000 sec): 3 clusters
  Score: Raw -672928.179918 + Penalty 2907.698747 = -670020.481171
  nChanged 0
		SP:Iteration 39F (81093.020000 sec): 3 clusters
  Score: Raw -672928.179918 + Penalty 2907.698747 = -670020.481171
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 75 (2799 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (81093.100000 sec): 2 clusters
  Score: Raw -233793.386698 + Penalty 1289.765342 = -232503.621356
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (81093.150000 sec): 3 clusters
  Score: Raw -232404.420910 + Penalty 2579.530684 = -229824.890226
  nChanged 1100
		SP:Iteration 1F (81093.210000 sec): 3 clusters
  Score: Raw -233052.785655 + Penalty 2579.530684 = -230473.254971
  nChanged 243
		SP:Iteration 2F (81093.260000 sec): 3 clusters
  Score: Raw -233218.454642 + Penalty 2579.530684 = -230638.923958
  nChanged 169
		SP:Iteration 3F (81093.310000 sec): 3 clusters
  Score: Raw -233353.244540 + Penalty 2579.530684 = -230773.713856
  nChanged 166
		SP:Iteration 4F (81093.360000 sec): 3 clusters
  Score: Raw -233514.235449 + Penalty 2579.530684 = -230934.704765
  nChanged 182
		SP:Iteration 5F (81093.410000 sec): 3 clusters
  Score: Raw -233690.477830 + Penalty 2579.530684 = -231110.947146
  nChanged 159
		SP:Iteration 6F (81093.470000 sec): 3 clusters
  Score: Raw -233836.857892 + Penalty 2579.530684 = -231257.327208
  nChanged 129
		SP:Iteration 7Q (81093.520000 sec): 3 clusters
  Score: Raw -233946.296488 + Penalty 2579.530684 = -231366.765804
  nChanged 89
		SP:Iteration 8Q (81093.570000 sec): 3 clusters
  Score: Raw -234003.051290 + Penalty 2579.530684 = -231423.520606
  nChanged 64
		SP:Iteration 9Q (81093.630000 sec): 3 clusters
  Score: Raw -234052.488238 + Penalty 2579.530684 = -231472.957554
  nChanged 45
		SP:Iteration 10Q (81093.680000 sec): 3 clusters
  Score: Raw -234081.543419 + Penalty 2579.530684 = -231502.012734
  nChanged 39
		SP:Iteration 11Q (81093.730000 sec): 3 clusters
  Score: Raw -234104.874828 + Penalty 2579.530684 = -231525.344143
  nChanged 33
		SP:Iteration 12Q (81093.790000 sec): 3 clusters
  Score: Raw -234128.493301 + Penalty 2579.530684 = -231548.962617
  nChanged 28
		SP:Iteration 13Q (81093.840000 sec): 3 clusters
  Score: Raw -234151.969034 + Penalty 2579.530684 = -231572.438349
  nChanged 27
		SP:Iteration 14Q (81093.890000 sec): 3 clusters
  Score: Raw -234167.559697 + Penalty 2579.530684 = -231588.029013
  nChanged 21
		SP:Iteration 15Q (81093.940000 sec): 3 clusters
  Score: Raw -234183.115722 + Penalty 2579.530684 = -231603.585038
  nChanged 14
		SP:Iteration 16Q (81093.990000 sec): 3 clusters
  Score: Raw -234194.060473 + Penalty 2579.530684 = -231614.529789
  nChanged 19
		SP:Iteration 17Q (81094.050000 sec): 3 clusters
  Score: Raw -234205.186928 + Penalty 2579.530684 = -231625.656244
  nChanged 14
		SP:Iteration 18Q (81094.100000 sec): 3 clusters
  Score: Raw -234213.557928 + Penalty 2579.530684 = -231634.027244
  nChanged 14
		SP:Iteration 19Q (81094.150000 sec): 3 clusters
  Score: Raw -234220.730932 + Penalty 2579.530684 = -231641.200248
  nChanged 5
		SP:Iteration 20F (81094.210000 sec): 3 clusters
  Score: Raw -234224.476168 + Penalty 2579.530684 = -231644.945483
  nChanged 5
		SP:Iteration 21Q (81094.260000 sec): 3 clusters
  Score: Raw -234228.184542 + Penalty 2579.530684 = -231648.653858
  nChanged 6
		SP:Iteration 22Q (81094.310000 sec): 3 clusters
  Score: Raw -234231.801784 + Penalty 2579.530684 = -231652.271100
  nChanged 5
		SP:Iteration 23Q (81094.360000 sec): 3 clusters
  Score: Raw -234234.468432 + Penalty 2579.530684 = -231654.937748
  nChanged 7
		SP:Iteration 24Q (81094.420000 sec): 3 clusters
  Score: Raw -234237.657702 + Penalty 2579.530684 = -231658.127018
  nChanged 9
		SP:Iteration 25Q (81094.470000 sec): 3 clusters
  Score: Raw -234243.882949 + Penalty 2579.530684 = -231664.352265
  nChanged 4
		SP:Iteration 26Q (81094.520000 sec): 3 clusters
  Score: Raw -234245.614152 + Penalty 2579.530684 = -231666.083468
  nChanged 3
		SP:Iteration 27Q (81094.570000 sec): 3 clusters
  Score: Raw -234246.600057 + Penalty 2579.530684 = -231667.069373
  nChanged 1
		SP:Iteration 28Q (81094.630000 sec): 3 clusters
  Score: Raw -234247.561836 + Penalty 2579.530684 = -231668.031152
  nChanged 2
		SP:Iteration 29Q (81094.680000 sec): 3 clusters
  Score: Raw -234248.234860 + Penalty 2579.530684 = -231668.704176
  nChanged 2
		SP:Iteration 30Q (81094.730000 sec): 3 clusters
  Score: Raw -234249.035096 + Penalty 2579.530684 = -231669.504412
  nChanged 1
		SP:Iteration 31Q (81094.790000 sec): 3 clusters
  Score: Raw -234249.284081 + Penalty 2579.530684 = -231669.753397
  nChanged 1
		SP:Iteration 32Q (81094.840000 sec): 3 clusters
  Score: Raw -234249.498970 + Penalty 2579.530684 = -231669.968286
  nChanged 0
		SP:Iteration 33F (81094.890000 sec): 3 clusters
  Score: Raw -234249.498970 + Penalty 2579.530684 = -231669.968286
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 76 (583 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (81094.930000 sec): 2 clusters
  Score: Raw -42923.945059 + Penalty 1034.830418 = -41889.114641
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (81094.950000 sec): 3 clusters
  Score: Raw -42896.950089 + Penalty 2069.660836 = -40827.289254
  nChanged 166
		SP:Iteration 1F (81094.960000 sec): 3 clusters
  Score: Raw -43136.095171 + Penalty 2069.660836 = -41066.434335
  nChanged 32
		SP:Iteration 2F (81094.970000 sec): 3 clusters
  Score: Raw -43212.156488 + Penalty 2069.660836 = -41142.495652
  nChanged 32
		SP:Iteration 3F (81094.980000 sec): 3 clusters
  Score: Raw -43285.188460 + Penalty 2069.660836 = -41215.527624
  nChanged 32
		SP:Iteration 4F (81094.990000 sec): 3 clusters
  Score: Raw -43349.813217 + Penalty 2069.660836 = -41280.152382
  nChanged 18
		SP:Iteration 5Q (81095.010000 sec): 3 clusters
  Score: Raw -43388.811716 + Penalty 2069.660836 = -41319.150880
  nChanged 13
		SP:Iteration 6Q (81095.020000 sec): 3 clusters
  Score: Raw -43414.539366 + Penalty 2069.660836 = -41344.878530
  nChanged 10
		SP:Iteration 7Q (81095.030000 sec): 3 clusters
  Score: Raw -43436.297705 + Penalty 2069.660836 = -41366.636870
  nChanged 5
		SP:Iteration 8Q (81095.040000 sec): 3 clusters
  Score: Raw -43444.269731 + Penalty 2069.660836 = -41374.608895
  nChanged 5
		SP:Iteration 9Q (81095.050000 sec): 3 clusters
  Score: Raw -43456.242037 + Penalty 2069.660836 = -41386.581201
  nChanged 2
		SP:Iteration 10Q (81095.070000 sec): 3 clusters
  Score: Raw -43459.122733 + Penalty 2069.660836 = -41389.461897
  nChanged 0
		SP:Iteration 11F (81095.080000 sec): 3 clusters
  Score: Raw -43459.122733 + Penalty 2069.660836 = -41389.461897
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 77 (5171 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (81095.160000 sec): 2 clusters
  Score: Raw -439979.149987 + Penalty 1389.508473 = -438589.641514
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (81095.270000 sec): 3 clusters
  Score: Raw -437308.313700 + Penalty 2779.016946 = -434529.296754
  nChanged 2090
		SP:Iteration 1F (81095.360000 sec): 3 clusters
  Score: Raw -438523.853472 + Penalty 2779.016946 = -435744.836526
  nChanged 421
		SP:Iteration 2F (81095.450000 sec): 3 clusters
  Score: Raw -438800.009995 + Penalty 2779.016946 = -436020.993049
  nChanged 336
		SP:Iteration 3F (81095.550000 sec): 3 clusters
  Score: Raw -438999.088330 + Penalty 2779.016946 = -436220.071383
  nChanged 274
		SP:Iteration 4F (81095.650000 sec): 3 clusters
  Score: Raw -439141.886983 + Penalty 2779.016946 = -436362.870037
  nChanged 222
		SP:Iteration 5Q (81095.740000 sec): 3 clusters
  Score: Raw -439258.591396 + Penalty 2779.016946 = -436479.574450
  nChanged 208
		SP:Iteration 6Q (81095.840000 sec): 3 clusters
  Score: Raw -439356.638220 + Penalty 2779.016946 = -436577.621274
  nChanged 167
		SP:Iteration 7Q (81095.930000 sec): 3 clusters
  Score: Raw -439446.346640 + Penalty 2779.016946 = -436667.329694
  nChanged 159
		SP:Iteration 8Q (81096.030000 sec): 3 clusters
  Score: Raw -439533.679890 + Penalty 2779.016946 = -436754.662944
  nChanged 150
		SP:Iteration 9Q (81096.130000 sec): 3 clusters
  Score: Raw -439620.677634 + Penalty 2779.016946 = -436841.660688
  nChanged 140
		SP:Iteration 10Q (81096.220000 sec): 3 clusters
  Score: Raw -439689.524066 + Penalty 2779.016946 = -436910.507120
  nChanged 101
		SP:Iteration 11Q (81096.320000 sec): 3 clusters
  Score: Raw -439736.576508 + Penalty 2779.016946 = -436957.559562
  nChanged 91
		SP:Iteration 12Q (81096.420000 sec): 3 clusters
  Score: Raw -439777.422208 + Penalty 2779.016946 = -436998.405262
  nChanged 84
		SP:Iteration 13Q (81096.510000 sec): 3 clusters
  Score: Raw -439819.515792 + Penalty 2779.016946 = -437040.498846
  nChanged 74
		SP:Iteration 14Q (81096.610000 sec): 3 clusters
  Score: Raw -439852.514824 + Penalty 2779.016946 = -437073.497878
  nChanged 75
		SP:Iteration 15Q (81096.710000 sec): 3 clusters
  Score: Raw -439886.809719 + Penalty 2779.016946 = -437107.792773
  nChanged 64
		SP:Iteration 16Q (81096.800000 sec): 3 clusters
  Score: Raw -439922.815545 + Penalty 2779.016946 = -437143.798599
  nChanged 77
		SP:Iteration 17Q (81096.900000 sec): 3 clusters
  Score: Raw -439970.610435 + Penalty 2779.016946 = -437191.593489
  nChanged 68
		SP:Iteration 18Q (81096.990000 sec): 3 clusters
  Score: Raw -440010.818670 + Penalty 2779.016946 = -437231.801724
  nChanged 56
		SP:Iteration 19Q (81097.090000 sec): 3 clusters
  Score: Raw -440048.834745 + Penalty 2779.016946 = -437269.817799
  nChanged 44
		SP:Iteration 20F (81097.180000 sec): 3 clusters
  Score: Raw -440078.646577 + Penalty 2779.016946 = -437299.629631
  nChanged 36
		SP:Iteration 21Q (81097.280000 sec): 3 clusters
  Score: Raw -440103.909309 + Penalty 2779.016946 = -437324.892363
  nChanged 31
		SP:Iteration 22Q (81097.370000 sec): 3 clusters
  Score: Raw -440123.886964 + Penalty 2779.016946 = -437344.870018
  nChanged 31
		SP:Iteration 23Q (81097.470000 sec): 3 clusters
  Score: Raw -440139.639485 + Penalty 2779.016946 = -437360.622539
  nChanged 23
		SP:Iteration 24Q (81097.570000 sec): 3 clusters
  Score: Raw -440150.834621 + Penalty 2779.016946 = -437371.817675
  nChanged 13
		SP:Iteration 25Q (81097.660000 sec): 3 clusters
  Score: Raw -440155.978347 + Penalty 2779.016946 = -437376.961401
  nChanged 15
		SP:Iteration 26Q (81097.750000 sec): 3 clusters
  Score: Raw -440162.790668 + Penalty 2779.016946 = -437383.773722
  nChanged 7
		SP:Iteration 27Q (81097.850000 sec): 3 clusters
  Score: Raw -440166.598098 + Penalty 2779.016946 = -437387.581152
  nChanged 6
		SP:Iteration 28Q (81097.940000 sec): 3 clusters
  Score: Raw -440168.530811 + Penalty 2779.016946 = -437389.513865
  nChanged 1
		SP:Iteration 29Q (81098.030000 sec): 3 clusters
  Score: Raw -440168.784451 + Penalty 2779.016946 = -437389.767505
  nChanged 0
		SP:Iteration 30F (81098.130000 sec): 3 clusters
  Score: Raw -440168.784451 + Penalty 2779.016946 = -437389.767505
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 78 (3318 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (81098.200000 sec): 2 clusters
  Score: Raw -295528.018782 + Penalty 1317.406589 = -294210.612193
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (81098.260000 sec): 3 clusters
  Score: Raw -293935.299614 + Penalty 2634.813178 = -291300.486436
  nChanged 1278
		SP:Iteration 1F (81098.320000 sec): 3 clusters
  Score: Raw -294690.465954 + Penalty 2634.813178 = -292055.652776
  nChanged 264
		SP:Iteration 2F (81098.380000 sec): 3 clusters
  Score: Raw -294860.474330 + Penalty 2634.813178 = -292225.661152
  nChanged 177
		SP:Iteration 3F (81098.450000 sec): 3 clusters
  Score: Raw -294984.112416 + Penalty 2634.813178 = -292349.299238
  nChanged 139
		SP:Iteration 4Q (81098.510000 sec): 3 clusters
  Score: Raw -295083.913813 + Penalty 2634.813178 = -292449.100635
  nChanged 130
		SP:Iteration 5Q (81098.570000 sec): 3 clusters
  Score: Raw -295177.736380 + Penalty 2634.813178 = -292542.923202
  nChanged 117
		SP:Iteration 6Q (81098.640000 sec): 3 clusters
  Score: Raw -295249.470770 + Penalty 2634.813178 = -292614.657592
  nChanged 98
		SP:Iteration 7Q (81098.700000 sec): 3 clusters
  Score: Raw -295318.778038 + Penalty 2634.813178 = -292683.964860
  nChanged 99
		SP:Iteration 8Q (81098.760000 sec): 3 clusters
  Score: Raw -295398.156381 + Penalty 2634.813178 = -292763.343203
  nChanged 105
		SP:Iteration 9Q (81098.830000 sec): 3 clusters
  Score: Raw -295503.792532 + Penalty 2634.813178 = -292868.979354
  nChanged 132
		SP:Iteration 10Q (81098.890000 sec): 3 clusters
  Score: Raw -295605.753503 + Penalty 2634.813178 = -292970.940325
  nChanged 131
		SP:Iteration 11Q (81098.950000 sec): 3 clusters
  Score: Raw -295688.684803 + Penalty 2634.813178 = -293053.871625
  nChanged 102
		SP:Iteration 12Q (81099.010000 sec): 3 clusters
  Score: Raw -295750.076812 + Penalty 2634.813178 = -293115.263634
  nChanged 96
		SP:Iteration 13Q (81099.070000 sec): 3 clusters
  Score: Raw -295814.711421 + Penalty 2634.813178 = -293179.898243
  nChanged 96
		SP:Iteration 14Q (81099.130000 sec): 3 clusters
  Score: Raw -295877.809177 + Penalty 2634.813178 = -293242.995999
  nChanged 91
		SP:Iteration 15Q (81099.200000 sec): 3 clusters
  Score: Raw -295936.213306 + Penalty 2634.813178 = -293301.400128
  nChanged 81
		SP:Iteration 16Q (81099.260000 sec): 3 clusters
  Score: Raw -295985.262958 + Penalty 2634.813178 = -293350.449780
  nChanged 51
		SP:Iteration 17Q (81099.320000 sec): 3 clusters
  Score: Raw -296012.505667 + Penalty 2634.813178 = -293377.692489
  nChanged 39
		SP:Iteration 18Q (81099.380000 sec): 3 clusters
  Score: Raw -296030.641975 + Penalty 2634.813178 = -293395.828797
  nChanged 30
		SP:Iteration 19Q (81099.450000 sec): 3 clusters
  Score: Raw -296044.354929 + Penalty 2634.813178 = -293409.541751
  nChanged 18
		SP:Iteration 20F (81099.510000 sec): 3 clusters
  Score: Raw -296052.102134 + Penalty 2634.813178 = -293417.288956
  nChanged 20
		SP:Iteration 21Q (81099.570000 sec): 3 clusters
  Score: Raw -296061.450849 + Penalty 2634.813178 = -293426.637671
  nChanged 19
		SP:Iteration 22Q (81099.630000 sec): 3 clusters
  Score: Raw -296069.841597 + Penalty 2634.813178 = -293435.028419
  nChanged 12
		SP:Iteration 23Q (81099.690000 sec): 3 clusters
  Score: Raw -296073.173375 + Penalty 2634.813178 = -293438.360197
  nChanged 6
		SP:Iteration 24Q (81099.750000 sec): 3 clusters
  Score: Raw -296075.038878 + Penalty 2634.813178 = -293440.225700
  nChanged 7
		SP:Iteration 25Q (81099.810000 sec): 3 clusters
  Score: Raw -296076.698252 + Penalty 2634.813178 = -293441.885074
  nChanged 5
		SP:Iteration 26Q (81099.870000 sec): 3 clusters
  Score: Raw -296078.033004 + Penalty 2634.813178 = -293443.219826
  nChanged 2
		SP:Iteration 27Q (81099.930000 sec): 3 clusters
  Score: Raw -296078.728171 + Penalty 2634.813178 = -293443.914993
  nChanged 3
		SP:Iteration 28Q (81100.000000 sec): 3 clusters
  Score: Raw -296079.334844 + Penalty 2634.813178 = -293444.521666
  nChanged 3
		SP:Iteration 29Q (81100.060000 sec): 3 clusters
  Score: Raw -296080.220604 + Penalty 2634.813178 = -293445.407426
  nChanged 3
		SP:Iteration 30Q (81100.120000 sec): 3 clusters
  Score: Raw -296081.123930 + Penalty 2634.813178 = -293446.310752
  nChanged 1
		SP:Iteration 31Q (81100.180000 sec): 3 clusters
  Score: Raw -296081.457587 + Penalty 2634.813178 = -293446.644409
  nChanged 2
		SP:Iteration 32Q (81100.240000 sec): 3 clusters
  Score: Raw -296081.814045 + Penalty 2634.813178 = -293447.000867
  nChanged 3
		SP:Iteration 33Q (81100.310000 sec): 3 clusters
  Score: Raw -296082.912027 + Penalty 2634.813178 = -293448.098849
  nChanged 5
		SP:Iteration 34Q (81100.370000 sec): 3 clusters
  Score: Raw -296086.183036 + Penalty 2634.813178 = -293451.369858
  nChanged 4
		SP:Iteration 35Q (81100.430000 sec): 3 clusters
  Score: Raw -296087.835731 + Penalty 2634.813178 = -293453.022553
  nChanged 2
		SP:Iteration 36Q (81100.490000 sec): 3 clusters
  Score: Raw -296088.163837 + Penalty 2634.813178 = -293453.350659
  nChanged 3
		SP:Iteration 37Q (81100.560000 sec): 3 clusters
  Score: Raw -296089.126845 + Penalty 2634.813178 = -293454.313667
  nChanged 0
		SP:Iteration 38F (81100.620000 sec): 3 clusters
  Score: Raw -296089.126845 + Penalty 2634.813178 = -293454.313667
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 79 (1760 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (81100.680000 sec): 2 clusters
  Score: Raw -138393.602657 + Penalty 1214.373727 = -137179.228930
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (81100.710000 sec): 3 clusters
  Score: Raw -137720.690194 + Penalty 2428.747454 = -135291.942741
  nChanged 631
		SP:Iteration 1F (81100.750000 sec): 3 clusters
  Score: Raw -138190.091459 + Penalty 2428.747454 = -135761.344006
  nChanged 145
		SP:Iteration 2F (81100.780000 sec): 3 clusters
  Score: Raw -138344.934882 + Penalty 2428.747454 = -135916.187428
  nChanged 90
		SP:Iteration 3F (81100.810000 sec): 3 clusters
  Score: Raw -138429.776880 + Penalty 2428.747454 = -136001.029426
  nChanged 67
		SP:Iteration 4Q (81100.850000 sec): 3 clusters
  Score: Raw -138476.427209 + Penalty 2428.747454 = -136047.679755
  nChanged 50
		SP:Iteration 5Q (81100.880000 sec): 3 clusters
  Score: Raw -138530.117673 + Penalty 2428.747454 = -136101.370219
  nChanged 59
		SP:Iteration 6Q (81100.910000 sec): 3 clusters
  Score: Raw -138589.181248 + Penalty 2428.747454 = -136160.433795
  nChanged 59
		SP:Iteration 7Q (81100.950000 sec): 3 clusters
  Score: Raw -138644.174851 + Penalty 2428.747454 = -136215.427398
  nChanged 59
		SP:Iteration 8Q (81100.980000 sec): 3 clusters
  Score: Raw -138715.653206 + Penalty 2428.747454 = -136286.905753
  nChanged 66
		SP:Iteration 9Q (81101.010000 sec): 3 clusters
  Score: Raw -138788.245367 + Penalty 2428.747454 = -136359.497914
  nChanged 51
		SP:Iteration 10Q (81101.050000 sec): 3 clusters
  Score: Raw -138833.448345 + Penalty 2428.747454 = -136404.700891
  nChanged 46
		SP:Iteration 11Q (81101.080000 sec): 3 clusters
  Score: Raw -138870.322004 + Penalty 2428.747454 = -136441.574551
  nChanged 34
		SP:Iteration 12Q (81101.110000 sec): 3 clusters
  Score: Raw -138892.847446 + Penalty 2428.747454 = -136464.099992
  nChanged 19
		SP:Iteration 13Q (81101.150000 sec): 3 clusters
  Score: Raw -138904.661935 + Penalty 2428.747454 = -136475.914482
  nChanged 17
		SP:Iteration 14Q (81101.180000 sec): 3 clusters
  Score: Raw -138923.520291 + Penalty 2428.747454 = -136494.772837
  nChanged 20
		SP:Iteration 15Q (81101.210000 sec): 3 clusters
  Score: Raw -138942.644956 + Penalty 2428.747454 = -136513.897503
  nChanged 14
		SP:Iteration 16Q (81101.250000 sec): 3 clusters
  Score: Raw -138957.716691 + Penalty 2428.747454 = -136528.969238
  nChanged 19
		SP:Iteration 17Q (81101.280000 sec): 3 clusters
  Score: Raw -138969.704942 + Penalty 2428.747454 = -136540.957489
  nChanged 15
		SP:Iteration 18Q (81101.310000 sec): 3 clusters
  Score: Raw -138977.172201 + Penalty 2428.747454 = -136548.424747
  nChanged 9
		SP:Iteration 19Q (81101.350000 sec): 3 clusters
  Score: Raw -138983.169904 + Penalty 2428.747454 = -136554.422450
  nChanged 7
		SP:Iteration 20F (81101.380000 sec): 3 clusters
  Score: Raw -138990.638345 + Penalty 2428.747454 = -136561.890892
  nChanged 5
		SP:Iteration 21Q (81101.410000 sec): 3 clusters
  Score: Raw -138998.011127 + Penalty 2428.747454 = -136569.263673
  nChanged 8
		SP:Iteration 22Q (81101.450000 sec): 3 clusters
  Score: Raw -139003.056568 + Penalty 2428.747454 = -136574.309114
  nChanged 3
		SP:Iteration 23Q (81101.480000 sec): 3 clusters
  Score: Raw -139004.784347 + Penalty 2428.747454 = -136576.036894
  nChanged 1
		SP:Iteration 24Q (81101.510000 sec): 3 clusters
  Score: Raw -139005.090756 + Penalty 2428.747454 = -136576.343303
  nChanged 2
		SP:Iteration 25Q (81101.540000 sec): 3 clusters
  Score: Raw -139005.810572 + Penalty 2428.747454 = -136577.063119
  nChanged 5
		SP:Iteration 26Q (81101.580000 sec): 3 clusters
  Score: Raw -139007.621955 + Penalty 2428.747454 = -136578.874501
  nChanged 6
		SP:Iteration 27Q (81101.610000 sec): 3 clusters
  Score: Raw -139010.241586 + Penalty 2428.747454 = -136581.494132
  nChanged 6
		SP:Iteration 28Q (81101.640000 sec): 3 clusters
  Score: Raw -139013.158983 + Penalty 2428.747454 = -136584.411530
  nChanged 2
		SP:Iteration 29Q (81101.670000 sec): 3 clusters
  Score: Raw -139014.012675 + Penalty 2428.747454 = -136585.265222
  nChanged 1
		SP:Iteration 30Q (81101.710000 sec): 3 clusters
  Score: Raw -139014.320486 + Penalty 2428.747454 = -136585.573032
  nChanged 0
		SP:Iteration 31F (81101.740000 sec): 3 clusters
  Score: Raw -139014.320486 + Penalty 2428.747454 = -136585.573032
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 80 (1011 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (81101.800000 sec): 2 clusters
  Score: Raw -89651.991622 + Penalty 1124.287973 = -88527.703649
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (81101.820000 sec): 3 clusters
  Score: Raw -89336.282574 + Penalty 2248.575946 = -87087.706628
  nChanged 294
		SP:Iteration 1F (81101.840000 sec): 3 clusters
  Score: Raw -89602.122605 + Penalty 2248.575946 = -87353.546659
  nChanged 64
		SP:Iteration 2F (81101.860000 sec): 3 clusters
  Score: Raw -89682.721050 + Penalty 2248.575946 = -87434.145103
  nChanged 50
		SP:Iteration 3Q (81101.880000 sec): 3 clusters
  Score: Raw -89744.987409 + Penalty 2248.575946 = -87496.411463
  nChanged 38
		SP:Iteration 4Q (81101.900000 sec): 3 clusters
  Score: Raw -89784.773117 + Penalty 2248.575946 = -87536.197171
  nChanged 18
		SP:Iteration 5Q (81101.920000 sec): 3 clusters
  Score: Raw -89803.607444 + Penalty 2248.575946 = -87555.031498
  nChanged 12
		SP:Iteration 6Q (81101.940000 sec): 3 clusters
  Score: Raw -89817.358716 + Penalty 2248.575946 = -87568.782770
  nChanged 11
		SP:Iteration 7Q (81101.960000 sec): 3 clusters
  Score: Raw -89829.286491 + Penalty 2248.575946 = -87580.710545
  nChanged 9
		SP:Iteration 8Q (81101.980000 sec): 3 clusters
  Score: Raw -89841.287276 + Penalty 2248.575946 = -87592.711330
  nChanged 7
		SP:Iteration 9Q (81102.000000 sec): 3 clusters
  Score: Raw -89851.623092 + Penalty 2248.575946 = -87603.047146
  nChanged 10
		SP:Iteration 10Q (81102.020000 sec): 3 clusters
  Score: Raw -89866.146651 + Penalty 2248.575946 = -87617.570705
  nChanged 12
		SP:Iteration 11Q (81102.040000 sec): 3 clusters
  Score: Raw -89886.100286 + Penalty 2248.575946 = -87637.524340
  nChanged 11
		SP:Iteration 12Q (81102.050000 sec): 3 clusters
  Score: Raw -89893.587289 + Penalty 2248.575946 = -87645.011343
  nChanged 12
		SP:Iteration 13Q (81102.070000 sec): 3 clusters
  Score: Raw -89906.172783 + Penalty 2248.575946 = -87657.596837
  nChanged 7
		SP:Iteration 14Q (81102.090000 sec): 3 clusters
  Score: Raw -89911.876375 + Penalty 2248.575946 = -87663.300429
  nChanged 6
		SP:Iteration 15Q (81102.110000 sec): 3 clusters
  Score: Raw -89919.484126 + Penalty 2248.575946 = -87670.908180
  nChanged 7
		SP:Iteration 16Q (81102.130000 sec): 3 clusters
  Score: Raw -89924.818903 + Penalty 2248.575946 = -87676.242957
  nChanged 4
		SP:Iteration 17Q (81102.150000 sec): 3 clusters
  Score: Raw -89928.126167 + Penalty 2248.575946 = -87679.550221
  nChanged 4
		SP:Iteration 18Q (81102.170000 sec): 3 clusters
  Score: Raw -89931.456089 + Penalty 2248.575946 = -87682.880143
  nChanged 4
		SP:Iteration 19Q (81102.190000 sec): 3 clusters
  Score: Raw -89934.966345 + Penalty 2248.575946 = -87686.390399
  nChanged 2
		SP:Iteration 20F (81102.210000 sec): 3 clusters
  Score: Raw -89936.654072 + Penalty 2248.575946 = -87688.078126
  nChanged 1
		SP:Iteration 21Q (81102.230000 sec): 3 clusters
  Score: Raw -89937.487649 + Penalty 2248.575946 = -87688.911703
  nChanged 2
		SP:Iteration 22Q (81102.250000 sec): 3 clusters
  Score: Raw -89938.284718 + Penalty 2248.575946 = -87689.708772
  nChanged 0
		SP:Iteration 23F (81102.270000 sec): 3 clusters
  Score: Raw -89938.284718 + Penalty 2248.575946 = -87689.708772
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 81 (5237 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (81102.350000 sec): 2 clusters
  Score: Raw -448722.413699 + Penalty 1391.569415 = -447330.844284
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (81102.460000 sec): 3 clusters
  Score: Raw -446002.842830 + Penalty 2783.138831 = -443219.703999
  nChanged 2148
		SP:Iteration 1F (81102.570000 sec): 3 clusters
  Score: Raw -447221.028408 + Penalty 2783.138831 = -444437.889577
  nChanged 396
		SP:Iteration 2F (81102.660000 sec): 3 clusters
  Score: Raw -447445.534283 + Penalty 2783.138831 = -444662.395453
  nChanged 308
		SP:Iteration 3F (81102.750000 sec): 3 clusters
  Score: Raw -447624.623441 + Penalty 2783.138831 = -444841.484611
  nChanged 277
		SP:Iteration 4F (81102.850000 sec): 3 clusters
  Score: Raw -447786.302010 + Penalty 2783.138831 = -445003.163180
  nChanged 218
		SP:Iteration 5Q (81102.950000 sec): 3 clusters
  Score: Raw -447922.703579 + Penalty 2783.138831 = -445139.564749
  nChanged 231
		SP:Iteration 6Q (81103.040000 sec): 3 clusters
  Score: Raw -448074.538094 + Penalty 2783.138831 = -445291.399263
  nChanged 202
		SP:Iteration 7Q (81103.140000 sec): 3 clusters
  Score: Raw -448208.992024 + Penalty 2783.138831 = -445425.853194
  nChanged 164
		SP:Iteration 8Q (81103.230000 sec): 3 clusters
  Score: Raw -448322.572045 + Penalty 2783.138831 = -445539.433215
  nChanged 150
		SP:Iteration 9Q (81103.330000 sec): 3 clusters
  Score: Raw -448416.714498 + Penalty 2783.138831 = -445633.575668
  nChanged 123
		SP:Iteration 10Q (81103.430000 sec): 3 clusters
  Score: Raw -448501.480724 + Penalty 2783.138831 = -445718.341893
  nChanged 117
		SP:Iteration 11Q (81103.520000 sec): 3 clusters
  Score: Raw -448587.188807 + Penalty 2783.138831 = -445804.049976
  nChanged 91
		SP:Iteration 12Q (81103.610000 sec): 3 clusters
  Score: Raw -448658.890650 + Penalty 2783.138831 = -445875.751819
  nChanged 84
		SP:Iteration 13Q (81103.710000 sec): 3 clusters
  Score: Raw -448743.229923 + Penalty 2783.138831 = -445960.091093
  nChanged 82
		SP:Iteration 14Q (81103.800000 sec): 3 clusters
  Score: Raw -448835.644480 + Penalty 2783.138831 = -446052.505650
  nChanged 79
		SP:Iteration 15Q (81103.900000 sec): 3 clusters
  Score: Raw -448952.526177 + Penalty 2783.138831 = -446169.387346
  nChanged 81
		SP:Iteration 16Q (81103.990000 sec): 3 clusters
  Score: Raw -449048.757531 + Penalty 2783.138831 = -446265.618700
  nChanged 61
		SP:Iteration 17Q (81104.080000 sec): 3 clusters
  Score: Raw -449094.626950 + Penalty 2783.138831 = -446311.488120
  nChanged 52
		SP:Iteration 18Q (81104.170000 sec): 3 clusters
  Score: Raw -449132.796953 + Penalty 2783.138831 = -446349.658122
  nChanged 46
		SP:Iteration 19Q (81104.260000 sec): 3 clusters
  Score: Raw -449164.495236 + Penalty 2783.138831 = -446381.356406
  nChanged 41
		SP:Iteration 20F (81104.360000 sec): 3 clusters
  Score: Raw -449190.613669 + Penalty 2783.138831 = -446407.474839
  nChanged 40
		SP:Iteration 21Q (81104.450000 sec): 3 clusters
  Score: Raw -449218.651134 + Penalty 2783.138831 = -446435.512303
  nChanged 37
		SP:Iteration 22Q (81104.540000 sec): 3 clusters
  Score: Raw -449236.468048 + Penalty 2783.138831 = -446453.329218
  nChanged 26
		SP:Iteration 23Q (81104.630000 sec): 3 clusters
  Score: Raw -449246.247521 + Penalty 2783.138831 = -446463.108691
  nChanged 14
		SP:Iteration 24Q (81104.720000 sec): 3 clusters
  Score: Raw -449251.132895 + Penalty 2783.138831 = -446467.994064
  nChanged 3
		SP:Iteration 25Q (81104.810000 sec): 3 clusters
  Score: Raw -449253.433535 + Penalty 2783.138831 = -446470.294704
  nChanged 4
		SP:Iteration 26Q (81104.910000 sec): 3 clusters
  Score: Raw -449254.504740 + Penalty 2783.138831 = -446471.365909
  nChanged 5
		SP:Iteration 27Q (81104.990000 sec): 3 clusters
  Score: Raw -449256.553006 + Penalty 2783.138831 = -446473.414176
  nChanged 9
		SP:Iteration 28Q (81105.090000 sec): 3 clusters
  Score: Raw -449260.293032 + Penalty 2783.138831 = -446477.154202
  nChanged 7
		SP:Iteration 29Q (81105.180000 sec): 3 clusters
  Score: Raw -449262.695915 + Penalty 2783.138831 = -446479.557084
  nChanged 4
		SP:Iteration 30Q (81105.270000 sec): 3 clusters
  Score: Raw -449263.523086 + Penalty 2783.138831 = -446480.384256
  nChanged 2
		SP:Iteration 31Q (81105.360000 sec): 3 clusters
  Score: Raw -449264.057138 + Penalty 2783.138831 = -446480.918308
  nChanged 1
		SP:Iteration 32Q (81105.450000 sec): 3 clusters
  Score: Raw -449264.396879 + Penalty 2783.138831 = -446481.258049
  nChanged 2
		SP:Iteration 33Q (81105.540000 sec): 3 clusters
  Score: Raw -449265.152069 + Penalty 2783.138831 = -446482.013238
  nChanged 3
		SP:Iteration 34Q (81105.630000 sec): 3 clusters
  Score: Raw -449265.912673 + Penalty 2783.138831 = -446482.773842
  nChanged 1
		SP:Iteration 35Q (81105.730000 sec): 3 clusters
  Score: Raw -449266.164518 + Penalty 2783.138831 = -446483.025687
  nChanged 3
		SP:Iteration 36Q (81105.810000 sec): 3 clusters
  Score: Raw -449267.264465 + Penalty 2783.138831 = -446484.125634
  nChanged 1
		SP:Iteration 37Q (81105.910000 sec): 3 clusters
  Score: Raw -449267.572041 + Penalty 2783.138831 = -446484.433210
  nChanged 2
		SP:Iteration 38Q (81106.000000 sec): 3 clusters
  Score: Raw -449268.460470 + Penalty 2783.138831 = -446485.321639
  nChanged 0
		SP:Iteration 39F (81106.090000 sec): 3 clusters
  Score: Raw -449268.460470 + Penalty 2783.138831 = -446485.321639
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 82 (265 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (81106.140000 sec): 2 clusters
  Score: Raw -19614.469443 + Penalty 906.706097 = -18707.763346
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (81106.140000 sec): 3 clusters
  Score: Raw -19695.722323 + Penalty 1813.412193 = -17882.310130
  nChanged 50
		SP:Iteration 1F (81106.150000 sec): 3 clusters
  Score: Raw -19791.609795 + Penalty 1813.412193 = -17978.197601
  nChanged 14
		SP:Iteration 2F (81106.150000 sec): 3 clusters
  Score: Raw -19820.871928 + Penalty 1813.412193 = -18007.459735
  nChanged 7
		SP:Iteration 3Q (81106.160000 sec): 3 clusters
  Score: Raw -19837.187475 + Penalty 1813.412193 = -18023.775281
  nChanged 5
		SP:Iteration 4Q (81106.170000 sec): 3 clusters
  Score: Raw -19859.878595 + Penalty 1813.412193 = -18046.466402
  nChanged 2
		SP:Iteration 5Q (81106.170000 sec): 3 clusters
  Score: Raw -19869.196379 + Penalty 1813.412193 = -18055.784186
  nChanged 1
		SP:Iteration 6Q (81106.180000 sec): 3 clusters
  Score: Raw -19877.720547 + Penalty 1813.412193 = -18064.308353
  nChanged 3
		SP:Iteration 7Q (81106.190000 sec): 3 clusters
  Score: Raw -19890.887128 + Penalty 1813.412193 = -18077.474934
  nChanged 1
		SP:Iteration 8Q (81106.190000 sec): 3 clusters
  Score: Raw -19892.735712 + Penalty 1813.412193 = -18079.323519
  nChanged 0
		SP:Iteration 9F (81106.200000 sec): 3 clusters
  Score: Raw -19892.735712 + Penalty 1813.412193 = -18079.323519
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 83 (944 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (81106.240000 sec): 2 clusters
  Score: Raw -83469.738186 + Penalty 1113.145502 = -82356.592684
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (81106.260000 sec): 3 clusters
  Score: Raw -83190.037261 + Penalty 2226.291004 = -80963.746257
  nChanged 267
		SP:Iteration 1F (81106.280000 sec): 3 clusters
  Score: Raw -83429.378309 + Penalty 2226.291004 = -81203.087305
  nChanged 68
		SP:Iteration 2F (81106.300000 sec): 3 clusters
  Score: Raw -83484.740659 + Penalty 2226.291004 = -81258.449655
  nChanged 27
		SP:Iteration 3Q (81106.320000 sec): 3 clusters
  Score: Raw -83508.624414 + Penalty 2226.291004 = -81282.333410
  nChanged 22
		SP:Iteration 4Q (81106.340000 sec): 3 clusters
  Score: Raw -83525.971259 + Penalty 2226.291004 = -81299.680255
  nChanged 15
		SP:Iteration 5Q (81106.360000 sec): 3 clusters
  Score: Raw -83541.198348 + Penalty 2226.291004 = -81314.907344
  nChanged 10
		SP:Iteration 6Q (81106.370000 sec): 3 clusters
  Score: Raw -83550.190889 + Penalty 2226.291004 = -81323.899885
  nChanged 3
		SP:Iteration 7Q (81106.390000 sec): 3 clusters
  Score: Raw -83554.092918 + Penalty 2226.291004 = -81327.801914
  nChanged 3
		SP:Iteration 8Q (81106.410000 sec): 3 clusters
  Score: Raw -83557.779159 + Penalty 2226.291004 = -81331.488155
  nChanged 4
		SP:Iteration 9Q (81106.430000 sec): 3 clusters
  Score: Raw -83561.831994 + Penalty 2226.291004 = -81335.540990
  nChanged 4
		SP:Iteration 10Q (81106.450000 sec): 3 clusters
  Score: Raw -83565.867268 + Penalty 2226.291004 = -81339.576264
  nChanged 4
		SP:Iteration 11Q (81106.470000 sec): 3 clusters
  Score: Raw -83568.955015 + Penalty 2226.291004 = -81342.664011
  nChanged 3
		SP:Iteration 12Q (81106.490000 sec): 3 clusters
  Score: Raw -83570.992137 + Penalty 2226.291004 = -81344.701133
  nChanged 2
		SP:Iteration 13Q (81106.510000 sec): 3 clusters
  Score: Raw -83572.311370 + Penalty 2226.291004 = -81346.020366
  nChanged 2
		SP:Iteration 14Q (81106.530000 sec): 3 clusters
  Score: Raw -83573.270502 + Penalty 2226.291004 = -81346.979498
  nChanged 2
		SP:Iteration 15Q (81106.550000 sec): 3 clusters
  Score: Raw -83574.946195 + Penalty 2226.291004 = -81348.655191
  nChanged 5
		SP:Iteration 16Q (81106.570000 sec): 3 clusters
  Score: Raw -83577.645168 + Penalty 2226.291004 = -81351.354164
  nChanged 2
		SP:Iteration 17Q (81106.580000 sec): 3 clusters
  Score: Raw -83578.104395 + Penalty 2226.291004 = -81351.813391
  nChanged 1
		SP:Iteration 18Q (81106.600000 sec): 3 clusters
  Score: Raw -83578.403451 + Penalty 2226.291004 = -81352.112447
  nChanged 0
		SP:Iteration 19F (81106.620000 sec): 3 clusters
  Score: Raw -83578.403451 + Penalty 2226.291004 = -81352.112447
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 84 (2194 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (81106.690000 sec): 2 clusters
  Score: Raw -191482.302889 + Penalty 1250.190767 = -190232.112122
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (81106.730000 sec): 3 clusters
  Score: Raw -190577.360682 + Penalty 2500.381533 = -188076.979149
  nChanged 773
		SP:Iteration 1F (81106.770000 sec): 3 clusters
  Score: Raw -191078.528338 + Penalty 2500.381533 = -188578.146805
  nChanged 194
		SP:Iteration 2F (81106.820000 sec): 3 clusters
  Score: Raw -191240.151064 + Penalty 2500.381533 = -188739.769531
  nChanged 162
		SP:Iteration 3F (81106.860000 sec): 3 clusters
  Score: Raw -191407.282879 + Penalty 2500.381533 = -188906.901346
  nChanged 139
		SP:Iteration 4F (81106.900000 sec): 3 clusters
  Score: Raw -191564.494399 + Penalty 2500.381533 = -189064.112866
  nChanged 120
		SP:Iteration 5F (81106.950000 sec): 3 clusters
  Score: Raw -191707.600306 + Penalty 2500.381533 = -189207.218773
  nChanged 115
		SP:Iteration 6F (81106.990000 sec): 3 clusters
  Score: Raw -191823.544487 + Penalty 2500.381533 = -189323.162954
  nChanged 83
		SP:Iteration 7Q (81107.030000 sec): 3 clusters
  Score: Raw -191893.687490 + Penalty 2500.381533 = -189393.305957
  nChanged 50
		SP:Iteration 8Q (81107.080000 sec): 3 clusters
  Score: Raw -191932.178478 + Penalty 2500.381533 = -189431.796944
  nChanged 37
		SP:Iteration 9Q (81107.120000 sec): 3 clusters
  Score: Raw -191969.647637 + Penalty 2500.381533 = -189469.266103
  nChanged 36
		SP:Iteration 10Q (81107.170000 sec): 3 clusters
  Score: Raw -192013.470644 + Penalty 2500.381533 = -189513.089111
  nChanged 32
		SP:Iteration 11Q (81107.210000 sec): 3 clusters
  Score: Raw -192049.653307 + Penalty 2500.381533 = -189549.271774
  nChanged 26
		SP:Iteration 12Q (81107.250000 sec): 3 clusters
  Score: Raw -192089.916311 + Penalty 2500.381533 = -189589.534777
  nChanged 23
		SP:Iteration 13Q (81107.290000 sec): 3 clusters
  Score: Raw -192123.431375 + Penalty 2500.381533 = -189623.049842
  nChanged 20
		SP:Iteration 14Q (81107.340000 sec): 3 clusters
  Score: Raw -192139.244444 + Penalty 2500.381533 = -189638.862910
  nChanged 11
		SP:Iteration 15Q (81107.380000 sec): 3 clusters
  Score: Raw -192145.857182 + Penalty 2500.381533 = -189645.475649
  nChanged 5
		SP:Iteration 16Q (81107.430000 sec): 3 clusters
  Score: Raw -192148.873608 + Penalty 2500.381533 = -189648.492075
  nChanged 2
		SP:Iteration 17Q (81107.470000 sec): 3 clusters
  Score: Raw -192150.332269 + Penalty 2500.381533 = -189649.950735
  nChanged 2
		SP:Iteration 18Q (81107.510000 sec): 3 clusters
  Score: Raw -192151.285525 + Penalty 2500.381533 = -189650.903992
  nChanged 0
		SP:Iteration 19F (81107.560000 sec): 3 clusters
  Score: Raw -192151.285525 + Penalty 2500.381533 = -189650.903992
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 85 (1446 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (81107.610000 sec): 2 clusters
  Score: Raw -125639.391233 + Penalty 1182.440415 = -124456.950817
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (81107.640000 sec): 3 clusters
  Score: Raw -125122.173186 + Penalty 2364.880831 = -122757.292356
  nChanged 469
		SP:Iteration 1F (81107.670000 sec): 3 clusters
  Score: Raw -125488.023266 + Penalty 2364.880831 = -123123.142436
  nChanged 104
		SP:Iteration 2F (81107.700000 sec): 3 clusters
  Score: Raw -125578.261329 + Penalty 2364.880831 = -123213.380498
  nChanged 65
		SP:Iteration 3Q (81107.730000 sec): 3 clusters
  Score: Raw -125641.045029 + Penalty 2364.880831 = -123276.164198
  nChanged 51
		SP:Iteration 4Q (81107.750000 sec): 3 clusters
  Score: Raw -125690.314612 + Penalty 2364.880831 = -123325.433781
  nChanged 33
		SP:Iteration 5Q (81107.780000 sec): 3 clusters
  Score: Raw -125724.655473 + Penalty 2364.880831 = -123359.774642
  nChanged 26
		SP:Iteration 6Q (81107.810000 sec): 3 clusters
  Score: Raw -125752.074947 + Penalty 2364.880831 = -123387.194116
  nChanged 27
		SP:Iteration 7Q (81107.840000 sec): 3 clusters
  Score: Raw -125771.616939 + Penalty 2364.880831 = -123406.736108
  nChanged 13
		SP:Iteration 8Q (81107.870000 sec): 3 clusters
  Score: Raw -125780.041757 + Penalty 2364.880831 = -123415.160926
  nChanged 12
		SP:Iteration 9Q (81107.890000 sec): 3 clusters
  Score: Raw -125789.129718 + Penalty 2364.880831 = -123424.248887
  nChanged 11
		SP:Iteration 10Q (81107.920000 sec): 3 clusters
  Score: Raw -125797.367515 + Penalty 2364.880831 = -123432.486684
  nChanged 6
		SP:Iteration 11Q (81107.950000 sec): 3 clusters
  Score: Raw -125801.098011 + Penalty 2364.880831 = -123436.217180
  nChanged 2
		SP:Iteration 12Q (81107.970000 sec): 3 clusters
  Score: Raw -125803.120955 + Penalty 2364.880831 = -123438.240124
  nChanged 1
		SP:Iteration 13Q (81108.000000 sec): 3 clusters
  Score: Raw -125803.570845 + Penalty 2364.880831 = -123438.690014
  nChanged 1
		SP:Iteration 14Q (81108.030000 sec): 3 clusters
  Score: Raw -125804.234061 + Penalty 2364.880831 = -123439.353230
  nChanged 0
		SP:Iteration 15F (81108.060000 sec): 3 clusters
  Score: Raw -125804.234061 + Penalty 2364.880831 = -123439.353230
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 86 (1091 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (81108.110000 sec): 2 clusters
  Score: Raw -79072.332025 + Penalty 1136.663123 = -77935.668902
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (81108.130000 sec): 3 clusters
  Score: Raw -78769.322374 + Penalty 2273.326245 = -76495.996128
  nChanged 355
		SP:Iteration 1F (81108.160000 sec): 3 clusters
  Score: Raw -79185.585546 + Penalty 2273.326245 = -76912.259300
  nChanged 104
		SP:Iteration 2F (81108.180000 sec): 3 clusters
  Score: Raw -79317.266966 + Penalty 2273.326245 = -77043.940720
  nChanged 65
		SP:Iteration 3F (81108.200000 sec): 3 clusters
  Score: Raw -79405.545875 + Penalty 2273.326245 = -77132.219630
  nChanged 38
		SP:Iteration 4Q (81108.220000 sec): 3 clusters
  Score: Raw -79456.398806 + Penalty 2273.326245 = -77183.072561
  nChanged 31
		SP:Iteration 5Q (81108.240000 sec): 3 clusters
  Score: Raw -79489.017201 + Penalty 2273.326245 = -77215.690956
  nChanged 22
		SP:Iteration 6Q (81108.260000 sec): 3 clusters
  Score: Raw -79511.490601 + Penalty 2273.326245 = -77238.164356
  nChanged 16
		SP:Iteration 7Q (81108.290000 sec): 3 clusters
  Score: Raw -79527.407121 + Penalty 2273.326245 = -77254.080876
  nChanged 12
		SP:Iteration 8Q (81108.310000 sec): 3 clusters
  Score: Raw -79542.491035 + Penalty 2273.326245 = -77269.164789
  nChanged 16
		SP:Iteration 9Q (81108.340000 sec): 3 clusters
  Score: Raw -79566.875870 + Penalty 2273.326245 = -77293.549625
  nChanged 8
		SP:Iteration 10Q (81108.360000 sec): 3 clusters
  Score: Raw -79576.830964 + Penalty 2273.326245 = -77303.504718
  nChanged 8
		SP:Iteration 11Q (81108.380000 sec): 3 clusters
  Score: Raw -79590.217224 + Penalty 2273.326245 = -77316.890979
  nChanged 9
		SP:Iteration 12Q (81108.400000 sec): 3 clusters
  Score: Raw -79599.448042 + Penalty 2273.326245 = -77326.121797
  nChanged 4
		SP:Iteration 13Q (81108.430000 sec): 3 clusters
  Score: Raw -79601.824310 + Penalty 2273.326245 = -77328.498065
  nChanged 4
		SP:Iteration 14Q (81108.450000 sec): 3 clusters
  Score: Raw -79603.279399 + Penalty 2273.326245 = -77329.953154
  nChanged 4
		SP:Iteration 15Q (81108.470000 sec): 3 clusters
  Score: Raw -79606.435497 + Penalty 2273.326245 = -77333.109252
  nChanged 2
		SP:Iteration 16Q (81108.490000 sec): 3 clusters
  Score: Raw -79607.548012 + Penalty 2273.326245 = -77334.221767
  nChanged 2
		SP:Iteration 17Q (81108.510000 sec): 3 clusters
  Score: Raw -79608.465062 + Penalty 2273.326245 = -77335.138817
  nChanged 1
		SP:Iteration 18Q (81108.530000 sec): 3 clusters
  Score: Raw -79608.891499 + Penalty 2273.326245 = -77335.565254
  nChanged 1
		SP:Iteration 19Q (81108.550000 sec): 3 clusters
  Score: Raw -79609.202855 + Penalty 2273.326245 = -77335.876610
  nChanged 0
		SP:Iteration 20F (81108.580000 sec): 3 clusters
  Score: Raw -79609.202855 + Penalty 2273.326245 = -77335.876610
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 87 (6149 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (81108.660000 sec): 2 clusters
  Score: Raw -555171.778151 + Penalty 1417.657271 = -553754.120880
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (81108.790000 sec): 3 clusters
  Score: Raw -551836.196819 + Penalty 2835.314542 = -549000.882277
  nChanged 2583
		SP:Iteration 1F (81108.890000 sec): 3 clusters
  Score: Raw -553323.970729 + Penalty 2835.314542 = -550488.656186
  nChanged 441
		SP:Iteration 2F (81108.990000 sec): 3 clusters
  Score: Raw -553601.814349 + Penalty 2835.314542 = -550766.499806
  nChanged 358
		SP:Iteration 3F (81109.100000 sec): 3 clusters
  Score: Raw -553866.620363 + Penalty 2835.314542 = -551031.305820
  nChanged 305
		SP:Iteration 4Q (81109.200000 sec): 3 clusters
  Score: Raw -554109.216939 + Penalty 2835.314542 = -551273.902397
  nChanged 266
		SP:Iteration 5Q (81109.310000 sec): 3 clusters
  Score: Raw -554301.739860 + Penalty 2835.314542 = -551466.425317
  nChanged 233
		SP:Iteration 6Q (81109.410000 sec): 3 clusters
  Score: Raw -554445.950102 + Penalty 2835.314542 = -551610.635559
  nChanged 214
		SP:Iteration 7Q (81109.520000 sec): 3 clusters
  Score: Raw -554563.971499 + Penalty 2835.314542 = -551728.656956
  nChanged 168
		SP:Iteration 8Q (81109.630000 sec): 3 clusters
  Score: Raw -554645.257132 + Penalty 2835.314542 = -551809.942590
  nChanged 159
		SP:Iteration 9Q (81109.730000 sec): 3 clusters
  Score: Raw -554729.395033 + Penalty 2835.314542 = -551894.080491
  nChanged 150
		SP:Iteration 10Q (81109.840000 sec): 3 clusters
  Score: Raw -554812.755665 + Penalty 2835.314542 = -551977.441122
  nChanged 141
		SP:Iteration 11Q (81109.940000 sec): 3 clusters
  Score: Raw -554885.538519 + Penalty 2835.314542 = -552050.223976
  nChanged 112
		SP:Iteration 12Q (81110.040000 sec): 3 clusters
  Score: Raw -554945.909119 + Penalty 2835.314542 = -552110.594577
  nChanged 100
		SP:Iteration 13Q (81110.140000 sec): 3 clusters
  Score: Raw -555004.685982 + Penalty 2835.314542 = -552169.371439
  nChanged 92
		SP:Iteration 14Q (81110.240000 sec): 3 clusters
  Score: Raw -555059.900190 + Penalty 2835.314542 = -552224.585648
  nChanged 91
		SP:Iteration 15Q (81110.340000 sec): 3 clusters
  Score: Raw -555111.004345 + Penalty 2835.314542 = -552275.689802
  nChanged 83
		SP:Iteration 16Q (81110.440000 sec): 3 clusters
  Score: Raw -555154.917647 + Penalty 2835.314542 = -552319.603105
  nChanged 63
		SP:Iteration 17Q (81110.540000 sec): 3 clusters
  Score: Raw -555180.482652 + Penalty 2835.314542 = -552345.168109
  nChanged 47
		SP:Iteration 18Q (81110.640000 sec): 3 clusters
  Score: Raw -555203.758537 + Penalty 2835.314542 = -552368.443995
  nChanged 42
		SP:Iteration 19Q (81110.740000 sec): 3 clusters
  Score: Raw -555222.557745 + Penalty 2835.314542 = -552387.243202
  nChanged 32
		SP:Iteration 20F (81110.850000 sec): 3 clusters
  Score: Raw -555239.170833 + Penalty 2835.314542 = -552403.856290
  nChanged 28
		SP:Iteration 21Q (81110.950000 sec): 3 clusters
  Score: Raw -555252.423858 + Penalty 2835.314542 = -552417.109316
  nChanged 31
		SP:Iteration 22Q (81111.050000 sec): 3 clusters
  Score: Raw -555268.595628 + Penalty 2835.314542 = -552433.281086
  nChanged 27
		SP:Iteration 23Q (81111.150000 sec): 3 clusters
  Score: Raw -555279.741999 + Penalty 2835.314542 = -552444.427456
  nChanged 22
		SP:Iteration 24Q (81111.250000 sec): 3 clusters
  Score: Raw -555288.395384 + Penalty 2835.314542 = -552453.080841
  nChanged 24
		SP:Iteration 25Q (81111.350000 sec): 3 clusters
  Score: Raw -555297.161780 + Penalty 2835.314542 = -552461.847237
  nChanged 26
		SP:Iteration 26Q (81111.450000 sec): 3 clusters
  Score: Raw -555309.708881 + Penalty 2835.314542 = -552474.394339
  nChanged 22
		SP:Iteration 27Q (81111.550000 sec): 3 clusters
  Score: Raw -555322.434725 + Penalty 2835.314542 = -552487.120182
  nChanged 23
		SP:Iteration 28Q (81111.650000 sec): 3 clusters
  Score: Raw -555333.719635 + Penalty 2835.314542 = -552498.405092
  nChanged 27
		SP:Iteration 29Q (81111.760000 sec): 3 clusters
  Score: Raw -555348.356259 + Penalty 2835.314542 = -552513.041716
  nChanged 18
		SP:Iteration 30Q (81111.850000 sec): 3 clusters
  Score: Raw -555356.663719 + Penalty 2835.314542 = -552521.349176
  nChanged 10
		SP:Iteration 31Q (81111.950000 sec): 3 clusters
  Score: Raw -555362.513308 + Penalty 2835.314542 = -552527.198765
  nChanged 9
		SP:Iteration 32Q (81112.050000 sec): 3 clusters
  Score: Raw -555367.499575 + Penalty 2835.314542 = -552532.185033
  nChanged 10
		SP:Iteration 33Q (81112.150000 sec): 3 clusters
  Score: Raw -555373.005196 + Penalty 2835.314542 = -552537.690653
  nChanged 11
		SP:Iteration 34Q (81112.250000 sec): 3 clusters
  Score: Raw -555379.155339 + Penalty 2835.314542 = -552543.840797
  nChanged 12
		SP:Iteration 35Q (81112.350000 sec): 3 clusters
  Score: Raw -555384.988349 + Penalty 2835.314542 = -552549.673807
  nChanged 12
		SP:Iteration 36Q (81112.450000 sec): 3 clusters
  Score: Raw -555393.751110 + Penalty 2835.314542 = -552558.436568
  nChanged 12
		SP:Iteration 37Q (81112.550000 sec): 3 clusters
  Score: Raw -555400.687443 + Penalty 2835.314542 = -552565.372900
  nChanged 12
		SP:Iteration 38Q (81112.650000 sec): 3 clusters
  Score: Raw -555407.749127 + Penalty 2835.314542 = -552572.434584
  nChanged 11
		SP:Iteration 39Q (81112.750000 sec): 3 clusters
  Score: Raw -555412.064490 + Penalty 2835.314542 = -552576.749947
  nChanged 4
		SP:Iteration 40F (81112.850000 sec): 3 clusters
  Score: Raw -555413.877665 + Penalty 2835.314542 = -552578.563122
  nChanged 4
		SP:Iteration 41Q (81112.950000 sec): 3 clusters
  Score: Raw -555415.491885 + Penalty 2835.314542 = -552580.177342
  nChanged 5
		SP:Iteration 42Q (81113.050000 sec): 3 clusters
  Score: Raw -555417.385702 + Penalty 2835.314542 = -552582.071160
  nChanged 6
		SP:Iteration 43Q (81113.150000 sec): 3 clusters
  Score: Raw -555419.887258 + Penalty 2835.314542 = -552584.572716
  nChanged 7
		SP:Iteration 44Q (81113.250000 sec): 3 clusters
  Score: Raw -555423.760681 + Penalty 2835.314542 = -552588.446138
  nChanged 4
		SP:Iteration 45Q (81113.350000 sec): 3 clusters
  Score: Raw -555425.284872 + Penalty 2835.314542 = -552589.970330
  nChanged 3
		SP:Iteration 46Q (81113.450000 sec): 3 clusters
  Score: Raw -555426.729334 + Penalty 2835.314542 = -552591.414792
  nChanged 3
		SP:Iteration 47Q (81113.550000 sec): 3 clusters
  Score: Raw -555427.587342 + Penalty 2835.314542 = -552592.272799
  nChanged 1
		SP:Iteration 48Q (81113.650000 sec): 3 clusters
  Score: Raw -555427.988481 + Penalty 2835.314542 = -552592.673938
  nChanged 0
		SP:Iteration 49F (81113.750000 sec): 3 clusters
  Score: Raw -555427.988481 + Penalty 2835.314542 = -552592.673938
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 88 (10680 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (81113.860000 sec): 2 clusters
  Score: Raw -919774.398145 + Penalty 1507.370818 = -918267.027326
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (81114.040000 sec): 3 clusters
  Score: Raw -913721.975058 + Penalty 3014.741637 = -910707.233422
  nChanged 4615
		SP:Iteration 1F (81114.190000 sec): 3 clusters
  Score: Raw -916246.278709 + Penalty 3014.741637 = -913231.537073
  nChanged 665
		SP:Iteration 2F (81114.370000 sec): 3 clusters
  Score: Raw -916567.155241 + Penalty 3014.741637 = -913552.413604
  nChanged 605
		SP:Iteration 3F (81114.540000 sec): 3 clusters
  Score: Raw -916877.736455 + Penalty 3014.741637 = -913862.994818
  nChanged 640
		SP:Iteration 4F (81114.700000 sec): 3 clusters
  Score: Raw -917257.054688 + Penalty 3014.741637 = -914242.313052
  nChanged 664
		SP:Iteration 5F (81114.870000 sec): 3 clusters
  Score: Raw -917672.118050 + Penalty 3014.741637 = -914657.376413
  nChanged 617
		SP:Iteration 6F (81115.020000 sec): 3 clusters
  Score: Raw -918078.788824 + Penalty 3014.741637 = -915064.047187
  nChanged 593
		SP:Iteration 7F (81115.190000 sec): 3 clusters
  Score: Raw -918490.068908 + Penalty 3014.741637 = -915475.327272
  nChanged 556
		SP:Iteration 8F (81115.340000 sec): 3 clusters
  Score: Raw -918861.588718 + Penalty 3014.741637 = -915846.847081
  nChanged 475
		SP:Iteration 9Q (81115.510000 sec): 3 clusters
  Score: Raw -919173.211433 + Penalty 3014.741637 = -916158.469797
  nChanged 384
		SP:Iteration 10Q (81115.680000 sec): 3 clusters
  Score: Raw -919379.818945 + Penalty 3014.741637 = -916365.077309
  nChanged 272
		SP:Iteration 11Q (81115.850000 sec): 3 clusters
  Score: Raw -919508.714069 + Penalty 3014.741637 = -916493.972433
  nChanged 202
		SP:Iteration 12Q (81116.040000 sec): 3 clusters
  Score: Raw -919611.541470 + Penalty 3014.741637 = -916596.799833
  nChanged 176
		SP:Iteration 13Q (81116.190000 sec): 3 clusters
  Score: Raw -919696.710147 + Penalty 3014.741637 = -916681.968511
  nChanged 158
		SP:Iteration 14Q (81116.350000 sec): 3 clusters
  Score: Raw -919768.208863 + Penalty 3014.741637 = -916753.467227
  nChanged 143
		SP:Iteration 15Q (81116.500000 sec): 3 clusters
  Score: Raw -919830.329300 + Penalty 3014.741637 = -916815.587663
  nChanged 124
		SP:Iteration 16Q (81116.670000 sec): 3 clusters
  Score: Raw -919884.475812 + Penalty 3014.741637 = -916869.734176
  nChanged 103
		SP:Iteration 17Q (81116.830000 sec): 3 clusters
  Score: Raw -919929.752342 + Penalty 3014.741637 = -916915.010706
  nChanged 88
		SP:Iteration 18Q (81116.990000 sec): 3 clusters
  Score: Raw -919978.220630 + Penalty 3014.741637 = -916963.478993
  nChanged 96
		SP:Iteration 19Q (81117.160000 sec): 3 clusters
  Score: Raw -920021.265903 + Penalty 3014.741637 = -917006.524266
  nChanged 81
		SP:Iteration 20F (81117.310000 sec): 3 clusters
  Score: Raw -920061.839169 + Penalty 3014.741637 = -917047.097533
  nChanged 80
		SP:Iteration 21Q (81117.470000 sec): 3 clusters
  Score: Raw -920108.710334 + Penalty 3014.741637 = -917093.968697
  nChanged 86
		SP:Iteration 22Q (81117.650000 sec): 3 clusters
  Score: Raw -920159.893463 + Penalty 3014.741637 = -917145.151826
  nChanged 75
		SP:Iteration 23Q (81117.800000 sec): 3 clusters
  Score: Raw -920205.232535 + Penalty 3014.741637 = -917190.490899
  nChanged 74
		SP:Iteration 24Q (81117.960000 sec): 3 clusters
  Score: Raw -920243.242862 + Penalty 3014.741637 = -917228.501225
  nChanged 61
		SP:Iteration 25Q (81118.110000 sec): 3 clusters
  Score: Raw -920284.403609 + Penalty 3014.741637 = -917269.661973
  nChanged 50
		SP:Iteration 26Q (81118.250000 sec): 3 clusters
  Score: Raw -920312.745990 + Penalty 3014.741637 = -917298.004353
  nChanged 49
		SP:Iteration 27Q (81118.420000 sec): 3 clusters
  Score: Raw -920335.890388 + Penalty 3014.741637 = -917321.148751
  nChanged 32
		SP:Iteration 28Q (81118.570000 sec): 3 clusters
  Score: Raw -920346.517530 + Penalty 3014.741637 = -917331.775893
  nChanged 33
		SP:Iteration 29Q (81118.700000 sec): 3 clusters
  Score: Raw -920357.216068 + Penalty 3014.741637 = -917342.474432
  nChanged 31
		SP:Iteration 30Q (81118.870000 sec): 3 clusters
  Score: Raw -920366.968054 + Penalty 3014.741637 = -917352.226418
  nChanged 25
		SP:Iteration 31Q (81119.040000 sec): 3 clusters
  Score: Raw -920372.578452 + Penalty 3014.741637 = -917357.836815
  nChanged 23
		SP:Iteration 32Q (81119.180000 sec): 3 clusters
  Score: Raw -920380.013139 + Penalty 3014.741637 = -917365.271503
  nChanged 31
		SP:Iteration 33Q (81119.330000 sec): 3 clusters
  Score: Raw -920387.070313 + Penalty 3014.741637 = -917372.328676
  nChanged 23
		SP:Iteration 34Q (81119.510000 sec): 3 clusters
  Score: Raw -920392.404726 + Penalty 3014.741637 = -917377.663090
  nChanged 18
		SP:Iteration 35Q (81119.650000 sec): 3 clusters
  Score: Raw -920396.250549 + Penalty 3014.741637 = -917381.508913
  nChanged 15
		SP:Iteration 36Q (81119.810000 sec): 3 clusters
  Score: Raw -920399.319708 + Penalty 3014.741637 = -917384.578071
  nChanged 10
		SP:Iteration 37Q (81119.980000 sec): 3 clusters
  Score: Raw -920401.154232 + Penalty 3014.741637 = -917386.412596
  nChanged 9
		SP:Iteration 38Q (81120.120000 sec): 3 clusters
  Score: Raw -920402.085197 + Penalty 3014.741637 = -917387.343561
  nChanged 5
		SP:Iteration 39Q (81120.270000 sec): 3 clusters
  Score: Raw -920402.650898 + Penalty 3014.741637 = -917387.909261
  nChanged 3
		SP:Iteration 40F (81120.460000 sec): 3 clusters
  Score: Raw -920403.153121 + Penalty 3014.741637 = -917388.411484
  nChanged 5
		SP:Iteration 41Q (81120.600000 sec): 3 clusters
  Score: Raw -920404.000425 + Penalty 3014.741637 = -917389.258788
  nChanged 5
		SP:Iteration 42Q (81120.750000 sec): 3 clusters
  Score: Raw -920404.995461 + Penalty 3014.741637 = -917390.253824
  nChanged 10
		SP:Iteration 43Q (81120.910000 sec): 3 clusters
  Score: Raw -920406.961129 + Penalty 3014.741637 = -917392.219493
  nChanged 9
		SP:Iteration 44Q (81121.050000 sec): 3 clusters
  Score: Raw -920407.921924 + Penalty 3014.741637 = -917393.180288
  nChanged 6
		SP:Iteration 45Q (81121.220000 sec): 3 clusters
  Score: Raw -920408.664208 + Penalty 3014.741637 = -917393.922572
  nChanged 10
		SP:Iteration 46Q (81121.370000 sec): 3 clusters
  Score: Raw -920410.126852 + Penalty 3014.741637 = -917395.385216
  nChanged 8
		SP:Iteration 47Q (81121.520000 sec): 3 clusters
  Score: Raw -920412.184570 + Penalty 3014.741637 = -917397.442934
  nChanged 8
		SP:Iteration 48Q (81121.690000 sec): 3 clusters
  Score: Raw -920413.830896 + Penalty 3014.741637 = -917399.089260
  nChanged 3
		SP:Iteration 49Q (81121.870000 sec): 3 clusters
  Score: Raw -920414.237961 + Penalty 3014.741637 = -917399.496325
  nChanged 4
		SP:Iteration 50Q (81122.000000 sec): 3 clusters
  Score: Raw -920415.073020 + Penalty 3014.741637 = -917400.331383
  nChanged 1
		SP:Iteration 51Q (81122.160000 sec): 3 clusters
  Score: Raw -920415.094069 + Penalty 3014.741637 = -917400.352432
  nChanged 1
		SP:Iteration 52Q (81122.310000 sec): 3 clusters
  Score: Raw -920415.264381 + Penalty 3014.741637 = -917400.522744
  nChanged 0
		SP:Iteration 53F (81122.470000 sec): 3 clusters
  Score: Raw -920415.264381 + Penalty 3014.741637 = -917400.522744
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 89 (1087 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (81122.540000 sec): 2 clusters
  Score: Raw -86381.228768 + Penalty 1136.066244 = -85245.162524
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (81122.570000 sec): 3 clusters
  Score: Raw -86007.908497 + Penalty 2272.132488 = -83735.776009
  nChanged 342
		SP:Iteration 1F (81122.590000 sec): 3 clusters
  Score: Raw -86341.857116 + Penalty 2272.132488 = -84069.724627
  nChanged 79
		SP:Iteration 2F (81122.610000 sec): 3 clusters
  Score: Raw -86423.623310 + Penalty 2272.132488 = -84151.490821
  nChanged 44
		SP:Iteration 3Q (81122.630000 sec): 3 clusters
  Score: Raw -86468.633147 + Penalty 2272.132488 = -84196.500659
  nChanged 25
		SP:Iteration 4Q (81122.650000 sec): 3 clusters
  Score: Raw -86490.951575 + Penalty 2272.132488 = -84218.819086
  nChanged 19
		SP:Iteration 5Q (81122.670000 sec): 3 clusters
  Score: Raw -86509.633113 + Penalty 2272.132488 = -84237.500624
  nChanged 19
		SP:Iteration 6Q (81122.700000 sec): 3 clusters
  Score: Raw -86530.320181 + Penalty 2272.132488 = -84258.187693
  nChanged 13
		SP:Iteration 7Q (81122.720000 sec): 3 clusters
  Score: Raw -86546.254282 + Penalty 2272.132488 = -84274.121794
  nChanged 20
		SP:Iteration 8Q (81122.740000 sec): 3 clusters
  Score: Raw -86563.448697 + Penalty 2272.132488 = -84291.316208
  nChanged 16
		SP:Iteration 9Q (81122.760000 sec): 3 clusters
  Score: Raw -86578.941845 + Penalty 2272.132488 = -84306.809356
  nChanged 14
		SP:Iteration 10Q (81122.780000 sec): 3 clusters
  Score: Raw -86594.806683 + Penalty 2272.132488 = -84322.674194
  nChanged 13
		SP:Iteration 11Q (81122.800000 sec): 3 clusters
  Score: Raw -86611.807262 + Penalty 2272.132488 = -84339.674774
  nChanged 12
		SP:Iteration 12Q (81122.830000 sec): 3 clusters
  Score: Raw -86627.715854 + Penalty 2272.132488 = -84355.583365
  nChanged 10
		SP:Iteration 13Q (81122.850000 sec): 3 clusters
  Score: Raw -86639.900683 + Penalty 2272.132488 = -84367.768195
  nChanged 10
		SP:Iteration 14Q (81122.870000 sec): 3 clusters
  Score: Raw -86649.054693 + Penalty 2272.132488 = -84376.922204
  nChanged 11
		SP:Iteration 15Q (81122.890000 sec): 3 clusters
  Score: Raw -86662.934363 + Penalty 2272.132488 = -84390.801874
  nChanged 13
		SP:Iteration 16Q (81122.910000 sec): 3 clusters
  Score: Raw -86678.037064 + Penalty 2272.132488 = -84405.904575
  nChanged 16
		SP:Iteration 17Q (81122.930000 sec): 3 clusters
  Score: Raw -86697.960558 + Penalty 2272.132488 = -84425.828069
  nChanged 16
		SP:Iteration 18Q (81122.950000 sec): 3 clusters
  Score: Raw -86715.355697 + Penalty 2272.132488 = -84443.223209
  nChanged 13
		SP:Iteration 19Q (81122.970000 sec): 3 clusters
  Score: Raw -86731.546235 + Penalty 2272.132488 = -84459.413747
  nChanged 15
		SP:Iteration 20F (81122.990000 sec): 3 clusters
  Score: Raw -86757.510575 + Penalty 2272.132488 = -84485.378087
  nChanged 17
		SP:Iteration 21Q (81123.010000 sec): 3 clusters
  Score: Raw -86780.106512 + Penalty 2272.132488 = -84507.974023
  nChanged 12
		SP:Iteration 22Q (81123.040000 sec): 3 clusters
  Score: Raw -86794.276703 + Penalty 2272.132488 = -84522.144214
  nChanged 13
		SP:Iteration 23Q (81123.060000 sec): 3 clusters
  Score: Raw -86812.473216 + Penalty 2272.132488 = -84540.340727
  nChanged 10
		SP:Iteration 24Q (81123.080000 sec): 3 clusters
  Score: Raw -86823.402616 + Penalty 2272.132488 = -84551.270128
  nChanged 4
		SP:Iteration 25Q (81123.100000 sec): 3 clusters
  Score: Raw -86831.353066 + Penalty 2272.132488 = -84559.220578
  nChanged 6
		SP:Iteration 26Q (81123.120000 sec): 3 clusters
  Score: Raw -86835.486723 + Penalty 2272.132488 = -84563.354234
  nChanged 3
		SP:Iteration 27Q (81123.140000 sec): 3 clusters
  Score: Raw -86838.980881 + Penalty 2272.132488 = -84566.848392
  nChanged 3
		SP:Iteration 28Q (81123.160000 sec): 3 clusters
  Score: Raw -86841.702272 + Penalty 2272.132488 = -84569.569784
  nChanged 4
		SP:Iteration 29Q (81123.180000 sec): 3 clusters
  Score: Raw -86845.673626 + Penalty 2272.132488 = -84573.541138
  nChanged 4
		SP:Iteration 30Q (81123.210000 sec): 3 clusters
  Score: Raw -86848.635514 + Penalty 2272.132488 = -84576.503026
  nChanged 0
		SP:Iteration 31F (81123.230000 sec): 3 clusters
  Score: Raw -86848.635514 + Penalty 2272.132488 = -84576.503026
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 90 (36517 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (81123.500000 sec): 2 clusters
  Score: Raw -3319884.556393 + Penalty 1707.149142 = -3318177.407251
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (81123.910000 sec): 3 clusters
  Score: Raw -3297078.477753 + Penalty 3414.298285 = -3293664.179468
  nChanged 16954
		SP:Iteration 1F (81124.340000 sec): 3 clusters
  Score: Raw -3307148.657639 + Penalty 3414.298285 = -3303734.359354
  nChanged 2337
		SP:Iteration 2F (81124.710000 sec): 3 clusters
  Score: Raw -3308400.934801 + Penalty 3414.298285 = -3304986.636516
  nChanged 2646
		SP:Iteration 3F (81125.110000 sec): 3 clusters
  Score: Raw -3310086.773585 + Penalty 3414.298285 = -3306672.475300
  nChanged 2766
		SP:Iteration 4F (81125.540000 sec): 3 clusters
  Score: Raw -3311980.763892 + Penalty 3414.298285 = -3308566.465607
  nChanged 2521
		SP:Iteration 5F (81125.960000 sec): 3 clusters
  Score: Raw -3313766.362655 + Penalty 3414.298285 = -3310352.064370
  nChanged 2153
		SP:Iteration 6F (81126.380000 sec): 3 clusters
  Score: Raw -3315359.874550 + Penalty 3414.298285 = -3311945.576265
  nChanged 1787
		SP:Iteration 7Q (81126.780000 sec): 3 clusters
  Score: Raw -3316780.646447 + Penalty 3414.298285 = -3313366.348162
  nChanged 1426
		SP:Iteration 8Q (81127.200000 sec): 3 clusters
  Score: Raw -3318011.794622 + Penalty 3414.298285 = -3314597.496337
  nChanged 1048
		SP:Iteration 9Q (81127.610000 sec): 3 clusters
  Score: Raw -3318965.679847 + Penalty 3414.298285 = -3315551.381562
  nChanged 617
		SP:Iteration 10Q (81128.030000 sec): 3 clusters
  Score: Raw -3319518.091961 + Penalty 3414.298285 = -3316103.793676
  nChanged 306
		SP:Iteration 11Q (81128.430000 sec): 3 clusters
  Score: Raw -3319817.134011 + Penalty 3414.298285 = -3316402.835726
  nChanged 133
		SP:Iteration 12Q (81128.760000 sec): 3 clusters
  Score: Raw -3319960.541253 + Penalty 3414.298285 = -3316546.242968
  nChanged 68
		SP:Iteration 13Q (81129.100000 sec): 3 clusters
  Score: Raw -3320045.176360 + Penalty 3414.298285 = -3316630.878075
  nChanged 47
		SP:Iteration 14Q (81129.480000 sec): 3 clusters
  Score: Raw -3320096.238290 + Penalty 3414.298285 = -3316681.940005
  nChanged 22
		SP:Iteration 15Q (81129.820000 sec): 3 clusters
  Score: Raw -3320119.613620 + Penalty 3414.298285 = -3316705.315335
  nChanged 14
		SP:Iteration 16Q (81130.200000 sec): 3 clusters
  Score: Raw -3320134.348556 + Penalty 3414.298285 = -3316720.050271
  nChanged 10
		SP:Iteration 17Q (81130.560000 sec): 3 clusters
  Score: Raw -3320142.476042 + Penalty 3414.298285 = -3316728.177757
  nChanged 5
		SP:Iteration 18Q (81130.930000 sec): 3 clusters
  Score: Raw -3320145.813295 + Penalty 3414.298285 = -3316731.515010
  nChanged 2
		SP:Iteration 19Q (81131.290000 sec): 3 clusters
  Score: Raw -3320147.210914 + Penalty 3414.298285 = -3316732.912629
  nChanged 3
		SP:Iteration 20F (81131.660000 sec): 3 clusters
  Score: Raw -3320151.297411 + Penalty 3414.298285 = -3316736.999126
  nChanged 3
		SP:Iteration 21Q (81132.010000 sec): 3 clusters
  Score: Raw -3320154.449351 + Penalty 3414.298285 = -3316740.151066
  nChanged 2
		SP:Iteration 22Q (81132.350000 sec): 3 clusters
  Score: Raw -3320156.995601 + Penalty 3414.298285 = -3316742.697316
  nChanged 2
		SP:Iteration 23Q (81132.730000 sec): 3 clusters
  Score: Raw -3320159.219625 + Penalty 3414.298285 = -3316744.921340
  nChanged 2
		SP:Iteration 24Q (81133.080000 sec): 3 clusters
  Score: Raw -3320160.558922 + Penalty 3414.298285 = -3316746.260637
  nChanged 0
		SP:Iteration 25F (81133.500000 sec): 3 clusters
  Score: Raw -3320160.558922 + Penalty 3414.298285 = -3316746.260637
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 91 (3192 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (81133.570000 sec): 2 clusters
  Score: Raw -255502.126181 + Penalty 1311.115481 = -254191.010700
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (81133.630000 sec): 3 clusters
  Score: Raw -253976.305937 + Penalty 2622.230962 = -251354.074976
  nChanged 1227
		SP:Iteration 1F (81133.690000 sec): 3 clusters
  Score: Raw -254970.928588 + Penalty 2622.230962 = -252348.697626
  nChanged 334
		SP:Iteration 2F (81133.750000 sec): 3 clusters
  Score: Raw -255358.100587 + Penalty 2622.230962 = -252735.869626
  nChanged 242
		SP:Iteration 3F (81133.810000 sec): 3 clusters
  Score: Raw -255594.883274 + Penalty 2622.230962 = -252972.652312
  nChanged 177
		SP:Iteration 4F (81133.870000 sec): 3 clusters
  Score: Raw -255734.879659 + Penalty 2622.230962 = -253112.648697
  nChanged 133
		SP:Iteration 5Q (81133.930000 sec): 3 clusters
  Score: Raw -255840.308025 + Penalty 2622.230962 = -253218.077064
  nChanged 115
		SP:Iteration 6Q (81133.990000 sec): 3 clusters
  Score: Raw -255936.174281 + Penalty 2622.230962 = -253313.943319
  nChanged 107
		SP:Iteration 7Q (81134.050000 sec): 3 clusters
  Score: Raw -256000.071720 + Penalty 2622.230962 = -253377.840759
  nChanged 71
		SP:Iteration 8Q (81134.110000 sec): 3 clusters
  Score: Raw -256037.043520 + Penalty 2622.230962 = -253414.812558
  nChanged 48
		SP:Iteration 9Q (81134.170000 sec): 3 clusters
  Score: Raw -256065.685560 + Penalty 2622.230962 = -253443.454599
  nChanged 40
		SP:Iteration 10Q (81134.230000 sec): 3 clusters
  Score: Raw -256092.542743 + Penalty 2622.230962 = -253470.311781
  nChanged 31
		SP:Iteration 11Q (81134.290000 sec): 3 clusters
  Score: Raw -256111.530534 + Penalty 2622.230962 = -253489.299573
  nChanged 29
		SP:Iteration 12Q (81134.350000 sec): 3 clusters
  Score: Raw -256127.116746 + Penalty 2622.230962 = -253504.885785
  nChanged 26
		SP:Iteration 13Q (81134.410000 sec): 3 clusters
  Score: Raw -256138.826598 + Penalty 2622.230962 = -253516.595637
  nChanged 20
		SP:Iteration 14Q (81134.470000 sec): 3 clusters
  Score: Raw -256146.042639 + Penalty 2622.230962 = -253523.811677
  nChanged 18
		SP:Iteration 15Q (81134.530000 sec): 3 clusters
  Score: Raw -256152.010067 + Penalty 2622.230962 = -253529.779105
  nChanged 14
		SP:Iteration 16Q (81134.590000 sec): 3 clusters
  Score: Raw -256155.329759 + Penalty 2622.230962 = -253533.098798
  nChanged 12
		SP:Iteration 17Q (81134.650000 sec): 3 clusters
  Score: Raw -256158.428500 + Penalty 2622.230962 = -253536.197539
  nChanged 13
		SP:Iteration 18Q (81134.710000 sec): 3 clusters
  Score: Raw -256162.130608 + Penalty 2622.230962 = -253539.899646
  nChanged 11
		SP:Iteration 19Q (81134.770000 sec): 3 clusters
  Score: Raw -256166.385321 + Penalty 2622.230962 = -253544.154359
  nChanged 11
		SP:Iteration 20F (81134.830000 sec): 3 clusters
  Score: Raw -256169.604067 + Penalty 2622.230962 = -253547.373106
  nChanged 10
		SP:Iteration 21Q (81134.890000 sec): 3 clusters
  Score: Raw -256173.256312 + Penalty 2622.230962 = -253551.025351
  nChanged 11
		SP:Iteration 22Q (81134.950000 sec): 3 clusters
  Score: Raw -256176.931420 + Penalty 2622.230962 = -253554.700458
  nChanged 10
		SP:Iteration 23Q (81135.000000 sec): 3 clusters
  Score: Raw -256180.540065 + Penalty 2622.230962 = -253558.309103
  nChanged 9
		SP:Iteration 24Q (81135.060000 sec): 3 clusters
  Score: Raw -256184.481416 + Penalty 2622.230962 = -253562.250454
  nChanged 14
		SP:Iteration 25Q (81135.120000 sec): 3 clusters
  Score: Raw -256188.483365 + Penalty 2622.230962 = -253566.252404
  nChanged 6
		SP:Iteration 26Q (81135.180000 sec): 3 clusters
  Score: Raw -256192.707572 + Penalty 2622.230962 = -253570.476610
  nChanged 9
		SP:Iteration 27Q (81135.240000 sec): 3 clusters
  Score: Raw -256198.636625 + Penalty 2622.230962 = -253576.405664
  nChanged 8
		SP:Iteration 28Q (81135.300000 sec): 3 clusters
  Score: Raw -256202.117174 + Penalty 2622.230962 = -253579.886213
  nChanged 6
		SP:Iteration 29Q (81135.360000 sec): 3 clusters
  Score: Raw -256203.909083 + Penalty 2622.230962 = -253581.678122
  nChanged 6
		SP:Iteration 30Q (81135.420000 sec): 3 clusters
  Score: Raw -256205.526067 + Penalty 2622.230962 = -253583.295105
  nChanged 9
		SP:Iteration 31Q (81135.480000 sec): 3 clusters
  Score: Raw -256209.961613 + Penalty 2622.230962 = -253587.730652
  nChanged 10
		SP:Iteration 32Q (81135.540000 sec): 3 clusters
  Score: Raw -256213.382115 + Penalty 2622.230962 = -253591.151153
  nChanged 2
		SP:Iteration 33Q (81135.600000 sec): 3 clusters
  Score: Raw -256213.882605 + Penalty 2622.230962 = -253591.651643
  nChanged 2
		SP:Iteration 34Q (81135.660000 sec): 3 clusters
  Score: Raw -256214.472315 + Penalty 2622.230962 = -253592.241354
  nChanged 2
		SP:Iteration 35Q (81135.720000 sec): 3 clusters
  Score: Raw -256215.626968 + Penalty 2622.230962 = -253593.396007
  nChanged 2
		SP:Iteration 36Q (81135.780000 sec): 3 clusters
  Score: Raw -256215.991229 + Penalty 2622.230962 = -253593.760267
  nChanged 2
		SP:Iteration 37Q (81135.840000 sec): 3 clusters
  Score: Raw -256216.173446 + Penalty 2622.230962 = -253593.942485
  nChanged 2
		SP:Iteration 38Q (81135.900000 sec): 3 clusters
  Score: Raw -256216.761806 + Penalty 2622.230962 = -253594.530844
  nChanged 0
		SP:Iteration 39F (81135.960000 sec): 3 clusters
  Score: Raw -256216.761806 + Penalty 2622.230962 = -253594.530844
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 92 (4892 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (81136.040000 sec): 2 clusters
  Score: Raw -410372.502643 + Penalty 1380.495431 = -408992.007213
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (81136.130000 sec): 3 clusters
  Score: Raw -407878.934911 + Penalty 2760.990861 = -405117.944050
  nChanged 1956
		SP:Iteration 1F (81136.220000 sec): 3 clusters
  Score: Raw -409045.936880 + Penalty 2760.990861 = -406284.946019
  nChanged 387
		SP:Iteration 2F (81136.310000 sec): 3 clusters
  Score: Raw -409294.414207 + Penalty 2760.990861 = -406533.423346
  nChanged 287
		SP:Iteration 3F (81136.400000 sec): 3 clusters
  Score: Raw -409447.246827 + Penalty 2760.990861 = -406686.255965
  nChanged 206
		SP:Iteration 4Q (81136.490000 sec): 3 clusters
  Score: Raw -409562.228508 + Penalty 2760.990861 = -406801.237646
  nChanged 174
		SP:Iteration 5Q (81136.580000 sec): 3 clusters
  Score: Raw -409656.762429 + Penalty 2760.990861 = -406895.771567
  nChanged 168
		SP:Iteration 6Q (81136.670000 sec): 3 clusters
  Score: Raw -409754.218235 + Penalty 2760.990861 = -406993.227374
  nChanged 173
		SP:Iteration 7Q (81136.760000 sec): 3 clusters
  Score: Raw -409868.827895 + Penalty 2760.990861 = -407107.837034
  nChanged 162
		SP:Iteration 8Q (81136.860000 sec): 3 clusters
  Score: Raw -409982.971819 + Penalty 2760.990861 = -407221.980958
  nChanged 182
		SP:Iteration 9Q (81136.950000 sec): 3 clusters
  Score: Raw -410119.546401 + Penalty 2760.990861 = -407358.555539
  nChanged 185
		SP:Iteration 10Q (81137.040000 sec): 3 clusters
  Score: Raw -410266.901864 + Penalty 2760.990861 = -407505.911002
  nChanged 172
		SP:Iteration 11Q (81137.130000 sec): 3 clusters
  Score: Raw -410415.251329 + Penalty 2760.990861 = -407654.260468
  nChanged 174
		SP:Iteration 12Q (81137.220000 sec): 3 clusters
  Score: Raw -410562.319053 + Penalty 2760.990861 = -407801.328192
  nChanged 158
		SP:Iteration 13Q (81137.310000 sec): 3 clusters
  Score: Raw -410698.610193 + Penalty 2760.990861 = -407937.619332
  nChanged 171
		SP:Iteration 14Q (81137.400000 sec): 3 clusters
  Score: Raw -410827.781377 + Penalty 2760.990861 = -408066.790515
  nChanged 126
		SP:Iteration 15Q (81137.490000 sec): 3 clusters
  Score: Raw -410906.288811 + Penalty 2760.990861 = -408145.297949
  nChanged 97
		SP:Iteration 16Q (81137.580000 sec): 3 clusters
  Score: Raw -410958.156625 + Penalty 2760.990861 = -408197.165764
  nChanged 75
		SP:Iteration 17Q (81137.670000 sec): 3 clusters
  Score: Raw -411005.878650 + Penalty 2760.990861 = -408244.887788
  nChanged 72
		SP:Iteration 18Q (81137.760000 sec): 3 clusters
  Score: Raw -411054.363980 + Penalty 2760.990861 = -408293.373119
  nChanged 72
		SP:Iteration 19Q (81137.840000 sec): 3 clusters
  Score: Raw -411100.214492 + Penalty 2760.990861 = -408339.223630
  nChanged 53
		SP:Iteration 20F (81137.930000 sec): 3 clusters
  Score: Raw -411134.300181 + Penalty 2760.990861 = -408373.309319
  nChanged 60
		SP:Iteration 21Q (81138.020000 sec): 3 clusters
  Score: Raw -411171.192943 + Penalty 2760.990861 = -408410.202082
  nChanged 48
		SP:Iteration 22Q (81138.100000 sec): 3 clusters
  Score: Raw -411196.742688 + Penalty 2760.990861 = -408435.751826
  nChanged 37
		SP:Iteration 23Q (81138.190000 sec): 3 clusters
  Score: Raw -411207.547991 + Penalty 2760.990861 = -408446.557129
  nChanged 25
		SP:Iteration 24Q (81138.280000 sec): 3 clusters
  Score: Raw -411215.627145 + Penalty 2760.990861 = -408454.636284
  nChanged 15
		SP:Iteration 25Q (81138.370000 sec): 3 clusters
  Score: Raw -411219.724867 + Penalty 2760.990861 = -408458.734005
  nChanged 16
		SP:Iteration 26Q (81138.460000 sec): 3 clusters
  Score: Raw -411225.019128 + Penalty 2760.990861 = -408464.028266
  nChanged 18
		SP:Iteration 27Q (81138.540000 sec): 3 clusters
  Score: Raw -411228.981705 + Penalty 2760.990861 = -408467.990843
  nChanged 6
		SP:Iteration 28Q (81138.630000 sec): 3 clusters
  Score: Raw -411230.261611 + Penalty 2760.990861 = -408469.270750
  nChanged 5
		SP:Iteration 29Q (81138.720000 sec): 3 clusters
  Score: Raw -411231.457625 + Penalty 2760.990861 = -408470.466763
  nChanged 5
		SP:Iteration 30Q (81138.800000 sec): 3 clusters
  Score: Raw -411232.665219 + Penalty 2760.990861 = -408471.674358
  nChanged 4
		SP:Iteration 31Q (81138.890000 sec): 3 clusters
  Score: Raw -411232.985987 + Penalty 2760.990861 = -408471.995125
  nChanged 3
		SP:Iteration 32Q (81138.980000 sec): 3 clusters
  Score: Raw -411233.801225 + Penalty 2760.990861 = -408472.810363
  nChanged 4
		SP:Iteration 33Q (81139.060000 sec): 3 clusters
  Score: Raw -411234.845911 + Penalty 2760.990861 = -408473.855050
  nChanged 5
		SP:Iteration 34Q (81139.150000 sec): 3 clusters
  Score: Raw -411235.624322 + Penalty 2760.990861 = -408474.633461
  nChanged 3
		SP:Iteration 35Q (81139.240000 sec): 3 clusters
  Score: Raw -411236.088674 + Penalty 2760.990861 = -408475.097812
  nChanged 1
		SP:Iteration 36Q (81139.330000 sec): 3 clusters
  Score: Raw -411236.256922 + Penalty 2760.990861 = -408475.266061
  nChanged 2
		SP:Iteration 37Q (81139.410000 sec): 3 clusters
  Score: Raw -411236.660948 + Penalty 2760.990861 = -408475.670087
  nChanged 2
		SP:Iteration 38Q (81139.500000 sec): 3 clusters
  Score: Raw -411236.944165 + Penalty 2760.990861 = -408475.953303
  nChanged 0
		SP:Iteration 39F (81139.590000 sec): 3 clusters
  Score: Raw -411236.944165 + Penalty 2760.990861 = -408475.953303
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 93 (497 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (81139.640000 sec): 2 clusters
  Score: Raw -44763.492958 + Penalty 1008.895879 = -43754.597078
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (81139.650000 sec): 3 clusters
  Score: Raw -44668.506440 + Penalty 2017.791758 = -42650.714681
  nChanged 113
		SP:Iteration 1F (81139.660000 sec): 3 clusters
  Score: Raw -44806.897912 + Penalty 2017.791758 = -42789.106153
  nChanged 38
		SP:Iteration 2F (81139.670000 sec): 3 clusters
  Score: Raw -44857.888748 + Penalty 2017.791758 = -42840.096989
  nChanged 12
		SP:Iteration 3Q (81139.680000 sec): 3 clusters
  Score: Raw -44875.837341 + Penalty 2017.791758 = -42858.045583
  nChanged 7
		SP:Iteration 4Q (81139.690000 sec): 3 clusters
  Score: Raw -44884.724105 + Penalty 2017.791758 = -42866.932347
  nChanged 4
		SP:Iteration 5Q (81139.700000 sec): 3 clusters
  Score: Raw -44891.103685 + Penalty 2017.791758 = -42873.311926
  nChanged 2
		SP:Iteration 6Q (81139.710000 sec): 3 clusters
  Score: Raw -44899.099487 + Penalty 2017.791758 = -42881.307729
  nChanged 2
		SP:Iteration 7Q (81139.720000 sec): 3 clusters
  Score: Raw -44905.559725 + Penalty 2017.791758 = -42887.767966
  nChanged 1
		SP:Iteration 8Q (81139.730000 sec): 3 clusters
  Score: Raw -44907.272682 + Penalty 2017.791758 = -42889.480924
  nChanged 1
		SP:Iteration 9Q (81139.740000 sec): 3 clusters
  Score: Raw -44915.031135 + Penalty 2017.791758 = -42897.239376
  nChanged 1
		SP:Iteration 10Q (81139.750000 sec): 3 clusters
  Score: Raw -44915.912609 + Penalty 2017.791758 = -42898.120850
  nChanged 1
		SP:Iteration 11Q (81139.760000 sec): 3 clusters
  Score: Raw -44916.588224 + Penalty 2017.791758 = -42898.796465
  nChanged 1
		SP:Iteration 12Q (81139.780000 sec): 3 clusters
  Score: Raw -44917.019102 + Penalty 2017.791758 = -42899.227344
  nChanged 2
		SP:Iteration 13Q (81139.780000 sec): 3 clusters
  Score: Raw -44924.083741 + Penalty 2017.791758 = -42906.291983
  nChanged 1
		SP:Iteration 14Q (81139.800000 sec): 3 clusters
  Score: Raw -44926.368735 + Penalty 2017.791758 = -42908.576976
  nChanged 1
		SP:Iteration 15Q (81139.810000 sec): 3 clusters
  Score: Raw -44939.569455 + Penalty 2017.791758 = -42921.777696
  nChanged 4
		SP:Iteration 16Q (81139.820000 sec): 3 clusters
  Score: Raw -44956.450211 + Penalty 2017.791758 = -42938.658452
  nChanged 2
		SP:Iteration 17Q (81139.830000 sec): 3 clusters
  Score: Raw -44959.036522 + Penalty 2017.791758 = -42941.244764
  nChanged 2
		SP:Iteration 18Q (81139.840000 sec): 3 clusters
  Score: Raw -44961.125744 + Penalty 2017.791758 = -42943.333986
  nChanged 2
		SP:Iteration 19Q (81139.850000 sec): 3 clusters
  Score: Raw -44964.808976 + Penalty 2017.791758 = -42947.017218
  nChanged 1
		SP:Iteration 20F (81139.860000 sec): 3 clusters
  Score: Raw -44972.783539 + Penalty 2017.791758 = -42954.991780
  nChanged 2
		SP:Iteration 21Q (81139.870000 sec): 3 clusters
  Score: Raw -44978.221610 + Penalty 2017.791758 = -42960.429852
  nChanged 0
		SP:Iteration 22F (81139.880000 sec): 3 clusters
  Score: Raw -44978.221610 + Penalty 2017.791758 = -42960.429852
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 94 (21844 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (81140.110000 sec): 2 clusters
  Score: Raw -1964131.908207 + Penalty 1623.648254 = -1962508.259953
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (81140.380000 sec): 3 clusters
  Score: Raw -1950747.623017 + Penalty 3247.296508 = -1947500.326509
  nChanged 10085
		SP:Iteration 1F (81140.630000 sec): 3 clusters
  Score: Raw -1956513.909923 + Penalty 3247.296508 = -1953266.613415
  nChanged 1257
		SP:Iteration 2F (81140.920000 sec): 3 clusters
  Score: Raw -1957035.047371 + Penalty 3247.296508 = -1953787.750863
  nChanged 1252
		SP:Iteration 3F (81141.200000 sec): 3 clusters
  Score: Raw -1957608.551121 + Penalty 3247.296508 = -1954361.254613
  nChanged 1200
		SP:Iteration 4F (81141.480000 sec): 3 clusters
  Score: Raw -1958172.137959 + Penalty 3247.296508 = -1954924.841451
  nChanged 1224
		SP:Iteration 5F (81141.730000 sec): 3 clusters
  Score: Raw -1958836.644099 + Penalty 3247.296508 = -1955589.347591
  nChanged 1298
		SP:Iteration 6F (81142.030000 sec): 3 clusters
  Score: Raw -1959582.032417 + Penalty 3247.296508 = -1956334.735909
  nChanged 1252
		SP:Iteration 7F (81142.320000 sec): 3 clusters
  Score: Raw -1960273.950578 + Penalty 3247.296508 = -1957026.654070
  nChanged 1123
		SP:Iteration 8F (81142.570000 sec): 3 clusters
  Score: Raw -1960838.371835 + Penalty 3247.296508 = -1957591.075327
  nChanged 914
		SP:Iteration 9Q (81142.890000 sec): 3 clusters
  Score: Raw -1961248.938522 + Penalty 3247.296508 = -1958001.642014
  nChanged 807
		SP:Iteration 10Q (81143.210000 sec): 3 clusters
  Score: Raw -1961621.079635 + Penalty 3247.296508 = -1958373.783127
  nChanged 673
		SP:Iteration 11Q (81143.490000 sec): 3 clusters
  Score: Raw -1961925.967914 + Penalty 3247.296508 = -1958678.671406
  nChanged 601
		SP:Iteration 12Q (81143.760000 sec): 3 clusters
  Score: Raw -1962201.549156 + Penalty 3247.296508 = -1958954.252648
  nChanged 577
		SP:Iteration 13Q (81144.030000 sec): 3 clusters
  Score: Raw -1962478.967176 + Penalty 3247.296508 = -1959231.670668
  nChanged 524
		SP:Iteration 14Q (81144.330000 sec): 3 clusters
  Score: Raw -1962735.072928 + Penalty 3247.296508 = -1959487.776420
  nChanged 488
		SP:Iteration 15Q (81144.590000 sec): 3 clusters
  Score: Raw -1962986.412522 + Penalty 3247.296508 = -1959739.116014
  nChanged 454
		SP:Iteration 16Q (81144.890000 sec): 3 clusters
  Score: Raw -1963220.547971 + Penalty 3247.296508 = -1959973.251463
  nChanged 410
		SP:Iteration 17Q (81145.180000 sec): 3 clusters
  Score: Raw -1963460.248768 + Penalty 3247.296508 = -1960212.952260
  nChanged 375
		SP:Iteration 18Q (81145.450000 sec): 3 clusters
  Score: Raw -1963698.545022 + Penalty 3247.296508 = -1960451.248514
  nChanged 284
		SP:Iteration 19Q (81145.740000 sec): 3 clusters
  Score: Raw -1963877.537955 + Penalty 3247.296508 = -1960630.241447
  nChanged 203
		SP:Iteration 20F (81146.020000 sec): 3 clusters
  Score: Raw -1964012.183162 + Penalty 3247.296508 = -1960764.886654
  nChanged 123
		SP:Iteration 21Q (81146.300000 sec): 3 clusters
  Score: Raw -1964091.340663 + Penalty 3247.296508 = -1960844.044155
  nChanged 93
		SP:Iteration 22Q (81146.570000 sec): 3 clusters
  Score: Raw -1964153.330026 + Penalty 3247.296508 = -1960906.033518
  nChanged 86
		SP:Iteration 23Q (81146.820000 sec): 3 clusters
  Score: Raw -1964220.782813 + Penalty 3247.296508 = -1960973.486305
  nChanged 73
		SP:Iteration 24Q (81147.090000 sec): 3 clusters
  Score: Raw -1964276.005334 + Penalty 3247.296508 = -1961028.708826
  nChanged 45
		SP:Iteration 25Q (81147.360000 sec): 3 clusters
  Score: Raw -1964308.722098 + Penalty 3247.296508 = -1961061.425590
  nChanged 38
		SP:Iteration 26Q (81147.640000 sec): 3 clusters
  Score: Raw -1964336.548494 + Penalty 3247.296508 = -1961089.251986
  nChanged 25
		SP:Iteration 27Q (81147.880000 sec): 3 clusters
  Score: Raw -1964357.003187 + Penalty 3247.296508 = -1961109.706679
  nChanged 16
		SP:Iteration 28Q (81148.140000 sec): 3 clusters
  Score: Raw -1964368.595371 + Penalty 3247.296508 = -1961121.298863
  nChanged 12
		SP:Iteration 29Q (81148.410000 sec): 3 clusters
  Score: Raw -1964377.520534 + Penalty 3247.296508 = -1961130.224026
  nChanged 15
		SP:Iteration 30Q (81148.640000 sec): 3 clusters
  Score: Raw -1964388.697356 + Penalty 3247.296508 = -1961141.400848
  nChanged 15
		SP:Iteration 31Q (81148.910000 sec): 3 clusters
  Score: Raw -1964398.058705 + Penalty 3247.296508 = -1961150.762197
  nChanged 8
		SP:Iteration 32Q (81149.150000 sec): 3 clusters
  Score: Raw -1964406.635976 + Penalty 3247.296508 = -1961159.339468
  nChanged 10
		SP:Iteration 33Q (81149.410000 sec): 3 clusters
  Score: Raw -1964412.071707 + Penalty 3247.296508 = -1961164.775199
  nChanged 6
		SP:Iteration 34Q (81149.670000 sec): 3 clusters
  Score: Raw -1964417.380847 + Penalty 3247.296508 = -1961170.084339
  nChanged 4
		SP:Iteration 35Q (81149.950000 sec): 3 clusters
  Score: Raw -1964420.935131 + Penalty 3247.296508 = -1961173.638622
  nChanged 7
		SP:Iteration 36Q (81150.220000 sec): 3 clusters
  Score: Raw -1964424.552339 + Penalty 3247.296508 = -1961177.255831
  nChanged 2
		SP:Iteration 37Q (81150.490000 sec): 3 clusters
  Score: Raw -1964426.580891 + Penalty 3247.296508 = -1961179.284383
  nChanged 6
		SP:Iteration 38Q (81150.770000 sec): 3 clusters
  Score: Raw -1964432.029187 + Penalty 3247.296508 = -1961184.732679
  nChanged 4
		SP:Iteration 39Q (81151.000000 sec): 3 clusters
  Score: Raw -1964434.757773 + Penalty 3247.296508 = -1961187.461265
  nChanged 4
		SP:Iteration 40F (81151.280000 sec): 3 clusters
  Score: Raw -1964438.031000 + Penalty 3247.296508 = -1961190.734492
  nChanged 1
		SP:Iteration 41Q (81151.540000 sec): 3 clusters
  Score: Raw -1964438.578523 + Penalty 3247.296508 = -1961191.282015
  nChanged 0
		SP:Iteration 42F (81151.790000 sec): 3 clusters
  Score: Raw -1964438.578523 + Penalty 3247.296508 = -1961191.282015
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 95 (1700 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (81151.840000 sec): 2 clusters
  Score: Raw -140433.056571 + Penalty 1208.737324 = -139224.319247
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (81151.880000 sec): 3 clusters
  Score: Raw -139790.701814 + Penalty 2417.474647 = -137373.227166
  nChanged 562
		SP:Iteration 1F (81151.910000 sec): 3 clusters
  Score: Raw -140190.101919 + Penalty 2417.474647 = -137772.627271
  nChanged 121
		SP:Iteration 2F (81151.940000 sec): 3 clusters
  Score: Raw -140301.995780 + Penalty 2417.474647 = -137884.521133
  nChanged 91
		SP:Iteration 3F (81151.970000 sec): 3 clusters
  Score: Raw -140383.274221 + Penalty 2417.474647 = -137965.799574
  nChanged 71
		SP:Iteration 4Q (81152.010000 sec): 3 clusters
  Score: Raw -140443.508581 + Penalty 2417.474647 = -138026.033934
  nChanged 56
		SP:Iteration 5Q (81152.040000 sec): 3 clusters
  Score: Raw -140505.694802 + Penalty 2417.474647 = -138088.220155
  nChanged 58
		SP:Iteration 6Q (81152.070000 sec): 3 clusters
  Score: Raw -140563.629084 + Penalty 2417.474647 = -138146.154436
  nChanged 46
		SP:Iteration 7Q (81152.110000 sec): 3 clusters
  Score: Raw -140611.835065 + Penalty 2417.474647 = -138194.360418
  nChanged 45
		SP:Iteration 8Q (81152.140000 sec): 3 clusters
  Score: Raw -140652.678107 + Penalty 2417.474647 = -138235.203460
  nChanged 37
		SP:Iteration 9Q (81152.170000 sec): 3 clusters
  Score: Raw -140690.133084 + Penalty 2417.474647 = -138272.658436
  nChanged 38
		SP:Iteration 10Q (81152.200000 sec): 3 clusters
  Score: Raw -140736.470326 + Penalty 2417.474647 = -138318.995679
  nChanged 41
		SP:Iteration 11Q (81152.230000 sec): 3 clusters
  Score: Raw -140777.345890 + Penalty 2417.474647 = -138359.871242
  nChanged 40
		SP:Iteration 12Q (81152.270000 sec): 3 clusters
  Score: Raw -140829.365582 + Penalty 2417.474647 = -138411.890935
  nChanged 40
		SP:Iteration 13Q (81152.300000 sec): 3 clusters
  Score: Raw -140881.498700 + Penalty 2417.474647 = -138464.024052
  nChanged 37
		SP:Iteration 14Q (81152.330000 sec): 3 clusters
  Score: Raw -140928.737117 + Penalty 2417.474647 = -138511.262470
  nChanged 35
		SP:Iteration 15Q (81152.360000 sec): 3 clusters
  Score: Raw -140974.819983 + Penalty 2417.474647 = -138557.345336
  nChanged 38
		SP:Iteration 16Q (81152.390000 sec): 3 clusters
  Score: Raw -141021.436352 + Penalty 2417.474647 = -138603.961705
  nChanged 27
		SP:Iteration 17Q (81152.420000 sec): 3 clusters
  Score: Raw -141049.012735 + Penalty 2417.474647 = -138631.538087
  nChanged 14
		SP:Iteration 18Q (81152.450000 sec): 3 clusters
  Score: Raw -141060.176454 + Penalty 2417.474647 = -138642.701806
  nChanged 11
		SP:Iteration 19Q (81152.480000 sec): 3 clusters
  Score: Raw -141071.931375 + Penalty 2417.474647 = -138654.456728
  nChanged 6
		SP:Iteration 20F (81152.510000 sec): 3 clusters
  Score: Raw -141075.722779 + Penalty 2417.474647 = -138658.248131
  nChanged 3
		SP:Iteration 21Q (81152.550000 sec): 3 clusters
  Score: Raw -141077.286624 + Penalty 2417.474647 = -138659.811976
  nChanged 3
		SP:Iteration 22Q (81152.580000 sec): 3 clusters
  Score: Raw -141079.295229 + Penalty 2417.474647 = -138661.820581
  nChanged 1
		SP:Iteration 23Q (81152.610000 sec): 3 clusters
  Score: Raw -141080.210901 + Penalty 2417.474647 = -138662.736253
  nChanged 0
		SP:Iteration 24F (81152.640000 sec): 3 clusters
  Score: Raw -141080.210901 + Penalty 2417.474647 = -138662.736253
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 96 (1792 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (81152.700000 sec): 2 clusters
  Score: Raw -153160.591762 + Penalty 1217.301734 = -151943.290028
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (81152.730000 sec): 3 clusters
  Score: Raw -152381.806494 + Penalty 2434.603468 = -149947.203026
  nChanged 654
		SP:Iteration 1F (81152.770000 sec): 3 clusters
  Score: Raw -152879.865859 + Penalty 2434.603468 = -150445.262391
  nChanged 160
		SP:Iteration 2F (81152.800000 sec): 3 clusters
  Score: Raw -153022.529772 + Penalty 2434.603468 = -150587.926304
  nChanged 80
		SP:Iteration 3Q (81152.840000 sec): 3 clusters
  Score: Raw -153100.339882 + Penalty 2434.603468 = -150665.736414
  nChanged 64
		SP:Iteration 4Q (81152.870000 sec): 3 clusters
  Score: Raw -153161.776263 + Penalty 2434.603468 = -150727.172795
  nChanged 54
		SP:Iteration 5Q (81152.910000 sec): 3 clusters
  Score: Raw -153212.403384 + Penalty 2434.603468 = -150777.799916
  nChanged 40
		SP:Iteration 6Q (81152.940000 sec): 3 clusters
  Score: Raw -153241.929937 + Penalty 2434.603468 = -150807.326469
  nChanged 27
		SP:Iteration 7Q (81152.970000 sec): 3 clusters
  Score: Raw -153261.060765 + Penalty 2434.603468 = -150826.457297
  nChanged 22
		SP:Iteration 8Q (81153.010000 sec): 3 clusters
  Score: Raw -153274.518280 + Penalty 2434.603468 = -150839.914813
  nChanged 25
		SP:Iteration 9Q (81153.040000 sec): 3 clusters
  Score: Raw -153295.409344 + Penalty 2434.603468 = -150860.805876
  nChanged 25
		SP:Iteration 10Q (81153.080000 sec): 3 clusters
  Score: Raw -153309.396939 + Penalty 2434.603468 = -150874.793471
  nChanged 11
		SP:Iteration 11Q (81153.110000 sec): 3 clusters
  Score: Raw -153315.771179 + Penalty 2434.603468 = -150881.167712
  nChanged 10
		SP:Iteration 12Q (81153.150000 sec): 3 clusters
  Score: Raw -153321.070845 + Penalty 2434.603468 = -150886.467377
  nChanged 10
		SP:Iteration 13Q (81153.180000 sec): 3 clusters
  Score: Raw -153328.206207 + Penalty 2434.603468 = -150893.602739
  nChanged 10
		SP:Iteration 14Q (81153.210000 sec): 3 clusters
  Score: Raw -153334.348027 + Penalty 2434.603468 = -150899.744559
  nChanged 16
		SP:Iteration 15Q (81153.250000 sec): 3 clusters
  Score: Raw -153344.226644 + Penalty 2434.603468 = -150909.623176
  nChanged 14
		SP:Iteration 16Q (81153.280000 sec): 3 clusters
  Score: Raw -153350.602985 + Penalty 2434.603468 = -150915.999517
  nChanged 13
		SP:Iteration 17Q (81153.310000 sec): 3 clusters
  Score: Raw -153357.730428 + Penalty 2434.603468 = -150923.126960
  nChanged 13
		SP:Iteration 18Q (81153.350000 sec): 3 clusters
  Score: Raw -153366.137584 + Penalty 2434.603468 = -150931.534116
  nChanged 15
		SP:Iteration 19Q (81153.380000 sec): 3 clusters
  Score: Raw -153376.942353 + Penalty 2434.603468 = -150942.338885
  nChanged 20
		SP:Iteration 20F (81153.410000 sec): 3 clusters
  Score: Raw -153390.096584 + Penalty 2434.603468 = -150955.493116
  nChanged 17
		SP:Iteration 21Q (81153.450000 sec): 3 clusters
  Score: Raw -153403.880924 + Penalty 2434.603468 = -150969.277457
  nChanged 14
		SP:Iteration 22Q (81153.480000 sec): 3 clusters
  Score: Raw -153413.252626 + Penalty 2434.603468 = -150978.649158
  nChanged 16
		SP:Iteration 23Q (81153.520000 sec): 3 clusters
  Score: Raw -153425.973035 + Penalty 2434.603468 = -150991.369567
  nChanged 19
		SP:Iteration 24Q (81153.550000 sec): 3 clusters
  Score: Raw -153443.810881 + Penalty 2434.603468 = -151009.207413
  nChanged 15
		SP:Iteration 25Q (81153.590000 sec): 3 clusters
  Score: Raw -153458.415583 + Penalty 2434.603468 = -151023.812115
  nChanged 19
		SP:Iteration 26Q (81153.620000 sec): 3 clusters
  Score: Raw -153474.901631 + Penalty 2434.603468 = -151040.298163
  nChanged 18
		SP:Iteration 27Q (81153.650000 sec): 3 clusters
  Score: Raw -153489.653654 + Penalty 2434.603468 = -151055.050186
  nChanged 19
		SP:Iteration 28Q (81153.690000 sec): 3 clusters
  Score: Raw -153512.990297 + Penalty 2434.603468 = -151078.386829
  nChanged 17
		SP:Iteration 29Q (81153.720000 sec): 3 clusters
  Score: Raw -153534.260010 + Penalty 2434.603468 = -151099.656542
  nChanged 14
		SP:Iteration 30Q (81153.750000 sec): 3 clusters
  Score: Raw -153543.546974 + Penalty 2434.603468 = -151108.943506
  nChanged 11
		SP:Iteration 31Q (81153.790000 sec): 3 clusters
  Score: Raw -153550.419137 + Penalty 2434.603468 = -151115.815669
  nChanged 6
		SP:Iteration 32Q (81153.820000 sec): 3 clusters
  Score: Raw -153552.817238 + Penalty 2434.603468 = -151118.213770
  nChanged 7
		SP:Iteration 33Q (81153.850000 sec): 3 clusters
  Score: Raw -153556.684969 + Penalty 2434.603468 = -151122.081501
  nChanged 4
		SP:Iteration 34Q (81153.890000 sec): 3 clusters
  Score: Raw -153558.214226 + Penalty 2434.603468 = -151123.610759
  nChanged 5
		SP:Iteration 35Q (81153.920000 sec): 3 clusters
  Score: Raw -153560.054056 + Penalty 2434.603468 = -151125.450588
  nChanged 8
		SP:Iteration 36Q (81153.950000 sec): 3 clusters
  Score: Raw -153565.565484 + Penalty 2434.603468 = -151130.962017
  nChanged 14
		SP:Iteration 37Q (81153.990000 sec): 3 clusters
  Score: Raw -153580.086983 + Penalty 2434.603468 = -151145.483515
  nChanged 11
		SP:Iteration 38Q (81154.020000 sec): 3 clusters
  Score: Raw -153590.714361 + Penalty 2434.603468 = -151156.110893
  nChanged 16
		SP:Iteration 39Q (81154.050000 sec): 3 clusters
  Score: Raw -153602.291448 + Penalty 2434.603468 = -151167.687980
  nChanged 11
		SP:Iteration 40F (81154.090000 sec): 3 clusters
  Score: Raw -153608.125589 + Penalty 2434.603468 = -151173.522121
  nChanged 13
		SP:Iteration 41Q (81154.120000 sec): 3 clusters
  Score: Raw -153617.571756 + Penalty 2434.603468 = -151182.968288
  nChanged 12
		SP:Iteration 42Q (81154.160000 sec): 3 clusters
  Score: Raw -153625.021617 + Penalty 2434.603468 = -151190.418149
  nChanged 14
		SP:Iteration 43Q (81154.190000 sec): 3 clusters
  Score: Raw -153636.688361 + Penalty 2434.603468 = -151202.084893
  nChanged 13
		SP:Iteration 44Q (81154.220000 sec): 3 clusters
  Score: Raw -153644.127459 + Penalty 2434.603468 = -151209.523991
  nChanged 10
		SP:Iteration 45Q (81154.260000 sec): 3 clusters
  Score: Raw -153651.136259 + Penalty 2434.603468 = -151216.532791
  nChanged 9
		SP:Iteration 46Q (81154.290000 sec): 3 clusters
  Score: Raw -153655.350889 + Penalty 2434.603468 = -151220.747421
  nChanged 7
		SP:Iteration 47Q (81154.320000 sec): 3 clusters
  Score: Raw -153659.107414 + Penalty 2434.603468 = -151224.503946
  nChanged 6
		SP:Iteration 48Q (81154.360000 sec): 3 clusters
  Score: Raw -153661.798650 + Penalty 2434.603468 = -151227.195182
  nChanged 2
		SP:Iteration 49Q (81154.390000 sec): 3 clusters
  Score: Raw -153663.013630 + Penalty 2434.603468 = -151228.410163
  nChanged 4
		SP:Iteration 50Q (81154.420000 sec): 3 clusters
  Score: Raw -153665.240541 + Penalty 2434.603468 = -151230.637073
  nChanged 5
		SP:Iteration 51Q (81154.460000 sec): 3 clusters
  Score: Raw -153668.903491 + Penalty 2434.603468 = -151234.300023
  nChanged 12
		SP:Iteration 52Q (81154.490000 sec): 3 clusters
  Score: Raw -153677.713880 + Penalty 2434.603468 = -151243.110412
  nChanged 11
		SP:Iteration 53Q (81154.520000 sec): 3 clusters
  Score: Raw -153684.953007 + Penalty 2434.603468 = -151250.349540
  nChanged 11
		SP:Iteration 54Q (81154.560000 sec): 3 clusters
  Score: Raw -153692.867310 + Penalty 2434.603468 = -151258.263842
  nChanged 11
		SP:Iteration 55Q (81154.590000 sec): 3 clusters
  Score: Raw -153699.589049 + Penalty 2434.603468 = -151264.985582
  nChanged 11
		SP:Iteration 56Q (81154.630000 sec): 3 clusters
  Score: Raw -153706.467978 + Penalty 2434.603468 = -151271.864510
  nChanged 6
		SP:Iteration 57Q (81154.660000 sec): 3 clusters
  Score: Raw -153709.116195 + Penalty 2434.603468 = -151274.512727
  nChanged 6
		SP:Iteration 58Q (81154.690000 sec): 3 clusters
  Score: Raw -153713.123760 + Penalty 2434.603468 = -151278.520292
  nChanged 6
		SP:Iteration 59Q (81154.730000 sec): 3 clusters
  Score: Raw -153718.391254 + Penalty 2434.603468 = -151283.787786
  nChanged 7
		SP:Iteration 60F (81154.760000 sec): 3 clusters
  Score: Raw -153722.340373 + Penalty 2434.603468 = -151287.736905
  nChanged 7
		SP:Iteration 61Q (81154.790000 sec): 3 clusters
  Score: Raw -153725.900558 + Penalty 2434.603468 = -151291.297090
  nChanged 5
		SP:Iteration 62Q (81154.830000 sec): 3 clusters
  Score: Raw -153728.817762 + Penalty 2434.603468 = -151294.214294
  nChanged 8
		SP:Iteration 63Q (81154.860000 sec): 3 clusters
  Score: Raw -153733.687689 + Penalty 2434.603468 = -151299.084221
  nChanged 11
		SP:Iteration 64Q (81154.890000 sec): 3 clusters
  Score: Raw -153741.526621 + Penalty 2434.603468 = -151306.923153
  nChanged 11
		SP:Iteration 65Q (81154.920000 sec): 3 clusters
  Score: Raw -153751.552558 + Penalty 2434.603468 = -151316.949090
  nChanged 15
		SP:Iteration 66Q (81154.950000 sec): 3 clusters
  Score: Raw -153763.229521 + Penalty 2434.603468 = -151328.626053
  nChanged 15
		SP:Iteration 67Q (81154.990000 sec): 3 clusters
  Score: Raw -153772.160834 + Penalty 2434.603468 = -151337.557367
  nChanged 12
		SP:Iteration 68Q (81155.020000 sec): 3 clusters
  Score: Raw -153782.325066 + Penalty 2434.603468 = -151347.721598
  nChanged 10
		SP:Iteration 69Q (81155.050000 sec): 3 clusters
  Score: Raw -153792.083783 + Penalty 2434.603468 = -151357.480315
  nChanged 7
		SP:Iteration 70Q (81155.090000 sec): 3 clusters
  Score: Raw -153799.353980 + Penalty 2434.603468 = -151364.750513
  nChanged 9
		SP:Iteration 71Q (81155.120000 sec): 3 clusters
  Score: Raw -153806.993304 + Penalty 2434.603468 = -151372.389836
  nChanged 11
		SP:Iteration 72Q (81155.150000 sec): 3 clusters
  Score: Raw -153817.217628 + Penalty 2434.603468 = -151382.614160
  nChanged 9
		SP:Iteration 73Q (81155.180000 sec): 3 clusters
  Score: Raw -153823.824633 + Penalty 2434.603468 = -151389.221165
  nChanged 6
		SP:Iteration 74Q (81155.210000 sec): 3 clusters
  Score: Raw -153827.673975 + Penalty 2434.603468 = -151393.070508
  nChanged 4
		SP:Iteration 75Q (81155.250000 sec): 3 clusters
  Score: Raw -153830.285490 + Penalty 2434.603468 = -151395.682022
  nChanged 0
		SP:Iteration 76F (81155.280000 sec): 3 clusters
  Score: Raw -153830.285490 + Penalty 2434.603468 = -151395.682022
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 97 (12392 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (81155.400000 sec): 2 clusters
  Score: Raw -1182585.012329 + Penalty 1531.531037 = -1181053.481291
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (81155.600000 sec): 3 clusters
  Score: Raw -1175368.751068 + Penalty 3063.062074 = -1172305.688994
  nChanged 5431
		SP:Iteration 1F (81155.770000 sec): 3 clusters
  Score: Raw -1178391.149934 + Penalty 3063.062074 = -1175328.087860
  nChanged 700
		SP:Iteration 2F (81155.950000 sec): 3 clusters
  Score: Raw -1178710.089300 + Penalty 3063.062074 = -1175647.027226
  nChanged 698
		SP:Iteration 3F (81156.130000 sec): 3 clusters
  Score: Raw -1179053.669500 + Penalty 3063.062074 = -1175990.607425
  nChanged 676
		SP:Iteration 4F (81156.310000 sec): 3 clusters
  Score: Raw -1179451.614406 + Penalty 3063.062074 = -1176388.552331
  nChanged 772
		SP:Iteration 5F (81156.510000 sec): 3 clusters
  Score: Raw -1180056.142411 + Penalty 3063.062074 = -1176993.080337
  nChanged 933
		SP:Iteration 6F (81156.690000 sec): 3 clusters
  Score: Raw -1181024.571390 + Penalty 3063.062074 = -1177961.509316
  nChanged 1020
		SP:Iteration 7F (81156.860000 sec): 3 clusters
  Score: Raw -1182289.173026 + Penalty 3063.062074 = -1179226.110952
  nChanged 935
		SP:Iteration 8F (81157.050000 sec): 3 clusters
  Score: Raw -1183637.758378 + Penalty 3063.062074 = -1180574.696304
  nChanged 641
		SP:Iteration 9F (81157.230000 sec): 3 clusters
  Score: Raw -1184452.367869 + Penalty 3063.062074 = -1181389.305795
  nChanged 298
		SP:Iteration 10Q (81157.400000 sec): 3 clusters
  Score: Raw -1184642.663058 + Penalty 3063.062074 = -1181579.600984
  nChanged 122
		SP:Iteration 11Q (81157.590000 sec): 3 clusters
  Score: Raw -1184679.936331 + Penalty 3063.062074 = -1181616.874257
  nChanged 58
		SP:Iteration 12Q (81157.760000 sec): 3 clusters
  Score: Raw -1184693.549424 + Penalty 3063.062074 = -1181630.487350
  nChanged 41
		SP:Iteration 13Q (81157.950000 sec): 3 clusters
  Score: Raw -1184702.290314 + Penalty 3063.062074 = -1181639.228240
  nChanged 16
		SP:Iteration 14Q (81158.130000 sec): 3 clusters
  Score: Raw -1184704.265807 + Penalty 3063.062074 = -1181641.203733
  nChanged 7
		SP:Iteration 15Q (81158.290000 sec): 3 clusters
  Score: Raw -1184705.444267 + Penalty 3063.062074 = -1181642.382193
  nChanged 6
		SP:Iteration 16Q (81158.480000 sec): 3 clusters
  Score: Raw -1184706.379470 + Penalty 3063.062074 = -1181643.317396
  nChanged 5
		SP:Iteration 17Q (81158.650000 sec): 3 clusters
  Score: Raw -1184707.083693 + Penalty 3063.062074 = -1181644.021618
  nChanged 4
		SP:Iteration 18Q (81158.850000 sec): 3 clusters
  Score: Raw -1184707.550120 + Penalty 3063.062074 = -1181644.488046
  nChanged 2
		SP:Iteration 19Q (81159.020000 sec): 3 clusters
  Score: Raw -1184707.717054 + Penalty 3063.062074 = -1181644.654980
  nChanged 1
		SP:Iteration 20F (81159.190000 sec): 3 clusters
  Score: Raw -1184707.833256 + Penalty 3063.062074 = -1181644.771182
  nChanged 3
		SP:Iteration 21Q (81159.370000 sec): 3 clusters
  Score: Raw -1184708.300046 + Penalty 3063.062074 = -1181645.237972
  nChanged 3
		SP:Iteration 22Q (81159.540000 sec): 3 clusters
  Score: Raw -1184708.539336 + Penalty 3063.062074 = -1181645.477262
  nChanged 2
		SP:Iteration 23Q (81159.740000 sec): 3 clusters
  Score: Raw -1184708.790252 + Penalty 3063.062074 = -1181645.728177
  nChanged 1
		SP:Iteration 24Q (81159.900000 sec): 3 clusters
  Score: Raw -1184708.911490 + Penalty 3063.062074 = -1181645.849415
  nChanged 0
		SP:Iteration 25F (81160.080000 sec): 3 clusters
  Score: Raw -1184708.911490 + Penalty 3063.062074 = -1181645.849415
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 109.
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 98 (966 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (81160.140000 sec): 2 clusters
  Score: Raw -82667.167271 + Penalty 1116.889123 = -81550.278148
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (81160.160000 sec): 3 clusters
  Score: Raw -82354.704732 + Penalty 2233.778246 = -80120.926486
  nChanged 281
		SP:Iteration 1F (81160.180000 sec): 3 clusters
  Score: Raw -82653.124008 + Penalty 2233.778246 = -80419.345762
  nChanged 77
		SP:Iteration 2F (81160.210000 sec): 3 clusters
  Score: Raw -82731.262417 + Penalty 2233.778246 = -80497.484171
  nChanged 45
		SP:Iteration 3Q (81160.230000 sec): 3 clusters
  Score: Raw -82772.697127 + Penalty 2233.778246 = -80538.918881
  nChanged 23
		SP:Iteration 4Q (81160.250000 sec): 3 clusters
  Score: Raw -82793.720665 + Penalty 2233.778246 = -80559.942419
  nChanged 16
		SP:Iteration 5Q (81160.270000 sec): 3 clusters
  Score: Raw -82808.480484 + Penalty 2233.778246 = -80574.702238
  nChanged 15
		SP:Iteration 6Q (81160.290000 sec): 3 clusters
  Score: Raw -82822.638329 + Penalty 2233.778246 = -80588.860083
  nChanged 12
		SP:Iteration 7Q (81160.310000 sec): 3 clusters
  Score: Raw -82836.014467 + Penalty 2233.778246 = -80602.236221
  nChanged 10
		SP:Iteration 8Q (81160.330000 sec): 3 clusters
  Score: Raw -82843.415886 + Penalty 2233.778246 = -80609.637640
  nChanged 7
		SP:Iteration 9Q (81160.350000 sec): 3 clusters
  Score: Raw -82847.898188 + Penalty 2233.778246 = -80614.119942
  nChanged 8
		SP:Iteration 10Q (81160.370000 sec): 3 clusters
  Score: Raw -82855.685093 + Penalty 2233.778246 = -80621.906847
  nChanged 10
		SP:Iteration 11Q (81160.390000 sec): 3 clusters
  Score: Raw -82863.653678 + Penalty 2233.778246 = -80629.875432
  nChanged 4
		SP:Iteration 12Q (81160.400000 sec): 3 clusters
  Score: Raw -82866.053187 + Penalty 2233.778246 = -80632.274941
  nChanged 5
		SP:Iteration 13Q (81160.420000 sec): 3 clusters
  Score: Raw -82867.609996 + Penalty 2233.778246 = -80633.831749
  nChanged 0
		SP:Iteration 14F (81160.440000 sec): 3 clusters
  Score: Raw -82867.609996 + Penalty 2233.778246 = -80633.831749
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 99 (3717 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (81160.520000 sec): 2 clusters
  Score: Raw -312477.230437 + Penalty 1335.859228 = -311141.371209
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (81160.590000 sec): 3 clusters
  Score: Raw -310620.517952 + Penalty 2671.718455 = -307948.799496
  nChanged 1431
		SP:Iteration 1F (81160.660000 sec): 3 clusters
  Score: Raw -311412.877909 + Penalty 2671.718455 = -308741.159454
  nChanged 275
		SP:Iteration 2F (81160.730000 sec): 3 clusters
  Score: Raw -311585.050814 + Penalty 2671.718455 = -308913.332359
  nChanged 232
		SP:Iteration 3F (81160.800000 sec): 3 clusters
  Score: Raw -311739.182758 + Penalty 2671.718455 = -309067.464303
  nChanged 196
		SP:Iteration 4F (81160.870000 sec): 3 clusters
  Score: Raw -311890.000156 + Penalty 2671.718455 = -309218.281700
  nChanged 191
		SP:Iteration 5F (81160.940000 sec): 3 clusters
  Score: Raw -312043.188455 + Penalty 2671.718455 = -309371.470000
  nChanged 196
		SP:Iteration 6F (81161.010000 sec): 3 clusters
  Score: Raw -312221.591618 + Penalty 2671.718455 = -309549.873162
  nChanged 193
		SP:Iteration 7F (81161.080000 sec): 3 clusters
  Score: Raw -312415.485586 + Penalty 2671.718455 = -309743.767131
  nChanged 151
		SP:Iteration 8Q (81161.150000 sec): 3 clusters
  Score: Raw -312538.519451 + Penalty 2671.718455 = -309866.800996
  nChanged 126
		SP:Iteration 9Q (81161.220000 sec): 3 clusters
  Score: Raw -312632.438038 + Penalty 2671.718455 = -309960.719582
  nChanged 108
		SP:Iteration 10Q (81161.290000 sec): 3 clusters
  Score: Raw -312701.834625 + Penalty 2671.718455 = -310030.116170
  nChanged 83
		SP:Iteration 11Q (81161.360000 sec): 3 clusters
  Score: Raw -312759.147404 + Penalty 2671.718455 = -310087.428949
  nChanged 74
		SP:Iteration 12Q (81161.430000 sec): 3 clusters
  Score: Raw -312807.064214 + Penalty 2671.718455 = -310135.345758
  nChanged 68
		SP:Iteration 13Q (81161.500000 sec): 3 clusters
  Score: Raw -312844.550173 + Penalty 2671.718455 = -310172.831718
  nChanged 55
		SP:Iteration 14Q (81161.570000 sec): 3 clusters
  Score: Raw -312873.876926 + Penalty 2671.718455 = -310202.158471
  nChanged 44
		SP:Iteration 15Q (81161.640000 sec): 3 clusters
  Score: Raw -312902.495849 + Penalty 2671.718455 = -310230.777394
  nChanged 40
		SP:Iteration 16Q (81161.710000 sec): 3 clusters
  Score: Raw -312927.073690 + Penalty 2671.718455 = -310255.355235
  nChanged 50
		SP:Iteration 17Q (81161.780000 sec): 3 clusters
  Score: Raw -312962.108162 + Penalty 2671.718455 = -310290.389707
  nChanged 51
		SP:Iteration 18Q (81161.840000 sec): 3 clusters
  Score: Raw -313005.112614 + Penalty 2671.718455 = -310333.394158
  nChanged 61
		SP:Iteration 19Q (81161.920000 sec): 3 clusters
  Score: Raw -313059.997832 + Penalty 2671.718455 = -310388.279376
  nChanged 85
		SP:Iteration 20F (81161.980000 sec): 3 clusters
  Score: Raw -313193.390296 + Penalty 2671.718455 = -310521.671840
  nChanged 117
		SP:Iteration 21Q (81162.050000 sec): 3 clusters
  Score: Raw -313484.636511 + Penalty 2671.718455 = -310812.918056
  nChanged 113
		SP:Iteration 22Q (81162.120000 sec): 3 clusters
  Score: Raw -313674.289038 + Penalty 2671.718455 = -311002.570583
  nChanged 102
		SP:Iteration 23Q (81162.180000 sec): 3 clusters
  Score: Raw -313771.077951 + Penalty 2671.718455 = -311099.359495
  nChanged 80
		SP:Iteration 24Q (81162.250000 sec): 3 clusters
  Score: Raw -313869.671834 + Penalty 2671.718455 = -311197.953379
  nChanged 79
		SP:Iteration 25Q (81162.320000 sec): 3 clusters
  Score: Raw -313985.311383 + Penalty 2671.718455 = -311313.592928
  nChanged 79
		SP:Iteration 26Q (81162.380000 sec): 3 clusters
  Score: Raw -314133.703361 + Penalty 2671.718455 = -311461.984905
  nChanged 80
		SP:Iteration 27Q (81162.440000 sec): 3 clusters
  Score: Raw -314327.829743 + Penalty 2671.718455 = -311656.111288
  nChanged 65
		SP:Iteration 28Q (81162.510000 sec): 3 clusters
  Score: Raw -314581.345629 + Penalty 2671.718455 = -311909.627174
  nChanged 54
		SP:Iteration 29Q (81162.580000 sec): 3 clusters
  Score: Raw -314765.313997 + Penalty 2671.718455 = -312093.595542
  nChanged 10
		SP:Iteration 30Q (81162.640000 sec): 3 clusters
  Score: Raw -314773.042096 + Penalty 2671.718455 = -312101.323641
  nChanged 4
		SP:Iteration 31Q (81162.710000 sec): 3 clusters
  Score: Raw -314774.955683 + Penalty 2671.718455 = -312103.237228
  nChanged 0
		SP:Iteration 32F (81162.780000 sec): 3 clusters
  Score: Raw -314774.955683 + Penalty 2671.718455 = -312103.237228
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 110.
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 100 (2949 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (81162.850000 sec): 2 clusters
  Score: Raw -247167.911764 + Penalty 1298.248479 = -245869.663285
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (81162.910000 sec): 3 clusters
  Score: Raw -245814.087550 + Penalty 2596.496958 = -243217.590592
  nChanged 1087
		SP:Iteration 1F (81162.960000 sec): 3 clusters
  Score: Raw -246463.380801 + Penalty 2596.496958 = -243866.883843
  nChanged 242
		SP:Iteration 2F (81163.020000 sec): 3 clusters
  Score: Raw -246631.287506 + Penalty 2596.496958 = -244034.790548
  nChanged 165
		SP:Iteration 3F (81163.070000 sec): 3 clusters
  Score: Raw -246745.845175 + Penalty 2596.496958 = -244149.348217
  nChanged 130
		SP:Iteration 4Q (81163.130000 sec): 3 clusters
  Score: Raw -246844.128024 + Penalty 2596.496958 = -244247.631066
  nChanged 129
		SP:Iteration 5Q (81163.180000 sec): 3 clusters
  Score: Raw -246944.314635 + Penalty 2596.496958 = -244347.817678
  nChanged 107
		SP:Iteration 6Q (81163.240000 sec): 3 clusters
  Score: Raw -247025.851514 + Penalty 2596.496958 = -244429.354557
  nChanged 93
		SP:Iteration 7Q (81163.300000 sec): 3 clusters
  Score: Raw -247105.005141 + Penalty 2596.496958 = -244508.508183
  nChanged 102
		SP:Iteration 8Q (81163.350000 sec): 3 clusters
  Score: Raw -247187.514288 + Penalty 2596.496958 = -244591.017331
  nChanged 106
		SP:Iteration 9Q (81163.410000 sec): 3 clusters
  Score: Raw -247278.246426 + Penalty 2596.496958 = -244681.749468
  nChanged 87
		SP:Iteration 10Q (81163.460000 sec): 3 clusters
  Score: Raw -247351.428903 + Penalty 2596.496958 = -244754.931945
  nChanged 75
		SP:Iteration 11Q (81163.520000 sec): 3 clusters
  Score: Raw -247416.318887 + Penalty 2596.496958 = -244819.821929
  nChanged 76
		SP:Iteration 12Q (81163.580000 sec): 3 clusters
  Score: Raw -247486.398976 + Penalty 2596.496958 = -244889.902018
  nChanged 59
		SP:Iteration 13Q (81163.630000 sec): 3 clusters
  Score: Raw -247537.064577 + Penalty 2596.496958 = -244940.567619
  nChanged 50
		SP:Iteration 14Q (81163.680000 sec): 3 clusters
  Score: Raw -247572.308635 + Penalty 2596.496958 = -244975.811677
  nChanged 38
		SP:Iteration 15Q (81163.740000 sec): 3 clusters
  Score: Raw -247601.113635 + Penalty 2596.496958 = -245004.616677
  nChanged 28
		SP:Iteration 16Q (81163.790000 sec): 3 clusters
  Score: Raw -247618.943478 + Penalty 2596.496958 = -245022.446520
  nChanged 20
		SP:Iteration 17Q (81163.850000 sec): 3 clusters
  Score: Raw -247631.148940 + Penalty 2596.496958 = -245034.651982
  nChanged 17
		SP:Iteration 18Q (81163.900000 sec): 3 clusters
  Score: Raw -247639.782836 + Penalty 2596.496958 = -245043.285878
  nChanged 11
		SP:Iteration 19Q (81163.960000 sec): 3 clusters
  Score: Raw -247646.307905 + Penalty 2596.496958 = -245049.810948
  nChanged 10
		SP:Iteration 20F (81164.010000 sec): 3 clusters
  Score: Raw -247651.316079 + Penalty 2596.496958 = -245054.819121
  nChanged 9
		SP:Iteration 21Q (81164.070000 sec): 3 clusters
  Score: Raw -247656.291516 + Penalty 2596.496958 = -245059.794558
  nChanged 6
		SP:Iteration 22Q (81164.120000 sec): 3 clusters
  Score: Raw -247660.401189 + Penalty 2596.496958 = -245063.904231
  nChanged 4
		SP:Iteration 23Q (81164.170000 sec): 3 clusters
  Score: Raw -247662.448385 + Penalty 2596.496958 = -245065.951427
  nChanged 6
		SP:Iteration 24Q (81164.230000 sec): 3 clusters
  Score: Raw -247665.363919 + Penalty 2596.496958 = -245068.866961
  nChanged 9
		SP:Iteration 25Q (81164.280000 sec): 3 clusters
  Score: Raw -247668.803286 + Penalty 2596.496958 = -245072.306328
  nChanged 8
		SP:Iteration 26Q (81164.340000 sec): 3 clusters
  Score: Raw -247671.772446 + Penalty 2596.496958 = -245075.275488
  nChanged 6
		SP:Iteration 27Q (81164.390000 sec): 3 clusters
  Score: Raw -247675.214703 + Penalty 2596.496958 = -245078.717745
  nChanged 4
		SP:Iteration 28Q (81164.440000 sec): 3 clusters
  Score: Raw -247676.277086 + Penalty 2596.496958 = -245079.780128
  nChanged 4
		SP:Iteration 29Q (81164.500000 sec): 3 clusters
  Score: Raw -247679.888431 + Penalty 2596.496958 = -245083.391473
  nChanged 14
		SP:Iteration 30Q (81164.550000 sec): 3 clusters
  Score: Raw -247693.573903 + Penalty 2596.496958 = -245097.076945
  nChanged 12
		SP:Iteration 31Q (81164.600000 sec): 3 clusters
  Score: Raw -247702.438868 + Penalty 2596.496958 = -245105.941910
  nChanged 11
		SP:Iteration 32Q (81164.660000 sec): 3 clusters
  Score: Raw -247712.470569 + Penalty 2596.496958 = -245115.973611
  nChanged 19
		SP:Iteration 33Q (81164.710000 sec): 3 clusters
  Score: Raw -247732.746169 + Penalty 2596.496958 = -245136.249211
  nChanged 22
		SP:Iteration 34Q (81164.760000 sec): 3 clusters
  Score: Raw -247755.588959 + Penalty 2596.496958 = -245159.092001
  nChanged 24
		SP:Iteration 35Q (81164.820000 sec): 3 clusters
  Score: Raw -247784.066442 + Penalty 2596.496958 = -245187.569485
  nChanged 18
		SP:Iteration 36Q (81164.870000 sec): 3 clusters
  Score: Raw -247801.205433 + Penalty 2596.496958 = -245204.708475
  nChanged 16
		SP:Iteration 37Q (81164.920000 sec): 3 clusters
  Score: Raw -247819.919440 + Penalty 2596.496958 = -245223.422482
  nChanged 19
		SP:Iteration 38Q (81164.970000 sec): 3 clusters
  Score: Raw -247839.669035 + Penalty 2596.496958 = -245243.172077
  nChanged 18
		SP:Iteration 39Q (81165.020000 sec): 3 clusters
  Score: Raw -247855.225253 + Penalty 2596.496958 = -245258.728296
  nChanged 9
		SP:Iteration 40F (81165.080000 sec): 3 clusters
  Score: Raw -247861.729433 + Penalty 2596.496958 = -245265.232475
  nChanged 7
		SP:Iteration 41Q (81165.130000 sec): 3 clusters
  Score: Raw -247865.189847 + Penalty 2596.496958 = -245268.692889
  nChanged 3
		SP:Iteration 42Q (81165.180000 sec): 3 clusters
  Score: Raw -247866.730939 + Penalty 2596.496958 = -245270.233981
  nChanged 3
		SP:Iteration 43Q (81165.230000 sec): 3 clusters
  Score: Raw -247867.816614 + Penalty 2596.496958 = -245271.319657
  nChanged 1
		SP:Iteration 44Q (81165.280000 sec): 3 clusters
  Score: Raw -247868.141769 + Penalty 2596.496958 = -245271.644811
  nChanged 0
		SP:Iteration 45F (81165.340000 sec): 3 clusters
  Score: Raw -247868.141769 + Penalty 2596.496958 = -245271.644811
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 101 (2749 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (81165.410000 sec): 2 clusters
  Score: Raw -225235.101124 + Penalty 1286.836279 = -223948.264844
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (81165.470000 sec): 3 clusters
  Score: Raw -223987.607914 + Penalty 2573.672559 = -221413.935355
  nChanged 1038
		SP:Iteration 1F (81165.520000 sec): 3 clusters
  Score: Raw -224639.966279 + Penalty 2573.672559 = -222066.293720
  nChanged 227
		SP:Iteration 2F (81165.580000 sec): 3 clusters
  Score: Raw -224815.146237 + Penalty 2573.672559 = -222241.473679
  nChanged 170
		SP:Iteration 3F (81165.630000 sec): 3 clusters
  Score: Raw -224941.712727 + Penalty 2573.672559 = -222368.040169
  nChanged 129
		SP:Iteration 4Q (81165.680000 sec): 3 clusters
  Score: Raw -225029.694158 + Penalty 2573.672559 = -222456.021599
  nChanged 92
		SP:Iteration 5Q (81165.740000 sec): 3 clusters
  Score: Raw -225090.745769 + Penalty 2573.672559 = -222517.073210
  nChanged 77
		SP:Iteration 6Q (81165.800000 sec): 3 clusters
  Score: Raw -225135.294434 + Penalty 2573.672559 = -222561.621875
  nChanged 65
		SP:Iteration 7Q (81165.850000 sec): 3 clusters
  Score: Raw -225177.203042 + Penalty 2573.672559 = -222603.530483
  nChanged 50
		SP:Iteration 8Q (81165.900000 sec): 3 clusters
  Score: Raw -225204.428597 + Penalty 2573.672559 = -222630.756038
  nChanged 39
		SP:Iteration 9Q (81165.960000 sec): 3 clusters
  Score: Raw -225224.457367 + Penalty 2573.672559 = -222650.784808
  nChanged 41
		SP:Iteration 10Q (81166.020000 sec): 3 clusters
  Score: Raw -225246.842288 + Penalty 2573.672559 = -222673.169729
  nChanged 51
		SP:Iteration 11Q (81166.070000 sec): 3 clusters
  Score: Raw -225281.220254 + Penalty 2573.672559 = -222707.547695
  nChanged 48
		SP:Iteration 12Q (81166.120000 sec): 3 clusters
  Score: Raw -225312.339371 + Penalty 2573.672559 = -222738.666813
  nChanged 39
		SP:Iteration 13Q (81166.180000 sec): 3 clusters
  Score: Raw -225342.668956 + Penalty 2573.672559 = -222768.996397
  nChanged 32
		SP:Iteration 14Q (81166.230000 sec): 3 clusters
  Score: Raw -225360.678080 + Penalty 2573.672559 = -222787.005522
  nChanged 19
		SP:Iteration 15Q (81166.290000 sec): 3 clusters
  Score: Raw -225379.429320 + Penalty 2573.672559 = -222805.756761
  nChanged 25
		SP:Iteration 16Q (81166.340000 sec): 3 clusters
  Score: Raw -225398.027180 + Penalty 2573.672559 = -222824.354622
  nChanged 21
		SP:Iteration 17Q (81166.400000 sec): 3 clusters
  Score: Raw -225415.749179 + Penalty 2573.672559 = -222842.076621
  nChanged 21
		SP:Iteration 18Q (81166.450000 sec): 3 clusters
  Score: Raw -225432.230285 + Penalty 2573.672559 = -222858.557726
  nChanged 21
		SP:Iteration 19Q (81166.500000 sec): 3 clusters
  Score: Raw -225449.462120 + Penalty 2573.672559 = -222875.789561
  nChanged 22
		SP:Iteration 20F (81166.560000 sec): 3 clusters
  Score: Raw -225473.432808 + Penalty 2573.672559 = -222899.760249
  nChanged 25
		SP:Iteration 21Q (81166.620000 sec): 3 clusters
  Score: Raw -225519.995589 + Penalty 2573.672559 = -222946.323030
  nChanged 39
		SP:Iteration 22Q (81166.670000 sec): 3 clusters
  Score: Raw -225580.062886 + Penalty 2573.672559 = -223006.390327
  nChanged 37
		SP:Iteration 23Q (81166.720000 sec): 3 clusters
  Score: Raw -225632.935364 + Penalty 2573.672559 = -223059.262805
  nChanged 36
		SP:Iteration 24Q (81166.780000 sec): 3 clusters
  Score: Raw -225669.919722 + Penalty 2573.672559 = -223096.247164
  nChanged 37
		SP:Iteration 25Q (81166.830000 sec): 3 clusters
  Score: Raw -225703.596204 + Penalty 2573.672559 = -223129.923645
  nChanged 30
		SP:Iteration 26Q (81166.880000 sec): 3 clusters
  Score: Raw -225731.923279 + Penalty 2573.672559 = -223158.250720
  nChanged 42
		SP:Iteration 27Q (81166.930000 sec): 3 clusters
  Score: Raw -225772.985420 + Penalty 2573.672559 = -223199.312861
  nChanged 44
		SP:Iteration 28Q (81166.980000 sec): 3 clusters
  Score: Raw -225806.276293 + Penalty 2573.672559 = -223232.603735
  nChanged 31
		SP:Iteration 29Q (81167.040000 sec): 3 clusters
  Score: Raw -225829.530732 + Penalty 2573.672559 = -223255.858173
  nChanged 31
		SP:Iteration 30Q (81167.090000 sec): 3 clusters
  Score: Raw -225858.152115 + Penalty 2573.672559 = -223284.479556
  nChanged 37
		SP:Iteration 31Q (81167.140000 sec): 3 clusters
  Score: Raw -225888.285949 + Penalty 2573.672559 = -223314.613391
  nChanged 42
		SP:Iteration 32Q (81167.190000 sec): 3 clusters
  Score: Raw -225921.347317 + Penalty 2573.672559 = -223347.674758
  nChanged 45
		SP:Iteration 33Q (81167.240000 sec): 3 clusters
  Score: Raw -225959.427750 + Penalty 2573.672559 = -223385.755192
  nChanged 36
		SP:Iteration 34Q (81167.300000 sec): 3 clusters
  Score: Raw -225986.562560 + Penalty 2573.672559 = -223412.890001
  nChanged 43
		SP:Iteration 35Q (81167.350000 sec): 3 clusters
  Score: Raw -226019.398980 + Penalty 2573.672559 = -223445.726421
  nChanged 29
		SP:Iteration 36Q (81167.400000 sec): 3 clusters
  Score: Raw -226040.446657 + Penalty 2573.672559 = -223466.774098
  nChanged 39
		SP:Iteration 37Q (81167.460000 sec): 3 clusters
  Score: Raw -226071.751651 + Penalty 2573.672559 = -223498.079092
  nChanged 40
		SP:Iteration 38Q (81167.510000 sec): 3 clusters
  Score: Raw -226104.067066 + Penalty 2573.672559 = -223530.394508
  nChanged 37
		SP:Iteration 39Q (81167.560000 sec): 3 clusters
  Score: Raw -226138.912281 + Penalty 2573.672559 = -223565.239723
  nChanged 41
		SP:Iteration 40F (81167.610000 sec): 3 clusters
  Score: Raw -226177.170864 + Penalty 2573.672559 = -223603.498305
  nChanged 45
		SP:Iteration 41Q (81167.660000 sec): 3 clusters
  Score: Raw -226223.379914 + Penalty 2573.672559 = -223649.707356
  nChanged 38
		SP:Iteration 42Q (81167.720000 sec): 3 clusters
  Score: Raw -226251.353535 + Penalty 2573.672559 = -223677.680977
  nChanged 30
		SP:Iteration 43Q (81167.770000 sec): 3 clusters
  Score: Raw -226267.685502 + Penalty 2573.672559 = -223694.012943
  nChanged 34
		SP:Iteration 44Q (81167.820000 sec): 3 clusters
  Score: Raw -226290.009492 + Penalty 2573.672559 = -223716.336934
  nChanged 33
		SP:Iteration 45Q (81167.870000 sec): 3 clusters
  Score: Raw -226311.413102 + Penalty 2573.672559 = -223737.740544
  nChanged 29
		SP:Iteration 46Q (81167.930000 sec): 3 clusters
  Score: Raw -226332.139447 + Penalty 2573.672559 = -223758.466889
  nChanged 24
		SP:Iteration 47Q (81167.980000 sec): 3 clusters
  Score: Raw -226348.991457 + Penalty 2573.672559 = -223775.318898
  nChanged 26
		SP:Iteration 48Q (81168.030000 sec): 3 clusters
  Score: Raw -226363.467152 + Penalty 2573.672559 = -223789.794593
  nChanged 14
		SP:Iteration 49Q (81168.080000 sec): 3 clusters
  Score: Raw -226370.686829 + Penalty 2573.672559 = -223797.014270
  nChanged 10
		SP:Iteration 50Q (81168.140000 sec): 3 clusters
  Score: Raw -226377.031132 + Penalty 2573.672559 = -223803.358573
  nChanged 12
		SP:Iteration 51Q (81168.180000 sec): 3 clusters
  Score: Raw -226384.894823 + Penalty 2573.672559 = -223811.222265
  nChanged 17
		SP:Iteration 52Q (81168.240000 sec): 3 clusters
  Score: Raw -226396.569333 + Penalty 2573.672559 = -223822.896774
  nChanged 20
		SP:Iteration 53Q (81168.290000 sec): 3 clusters
  Score: Raw -226406.886939 + Penalty 2573.672559 = -223833.214381
  nChanged 14
		SP:Iteration 54Q (81168.340000 sec): 3 clusters
  Score: Raw -226412.717634 + Penalty 2573.672559 = -223839.045075
  nChanged 15
		SP:Iteration 55Q (81168.390000 sec): 3 clusters
  Score: Raw -226420.392995 + Penalty 2573.672559 = -223846.720436
  nChanged 13
		SP:Iteration 56Q (81168.440000 sec): 3 clusters
  Score: Raw -226426.695842 + Penalty 2573.672559 = -223853.023283
  nChanged 15
		SP:Iteration 57Q (81168.490000 sec): 3 clusters
  Score: Raw -226433.486742 + Penalty 2573.672559 = -223859.814183
  nChanged 11
		SP:Iteration 58Q (81168.540000 sec): 3 clusters
  Score: Raw -226437.962185 + Penalty 2573.672559 = -223864.289626
  nChanged 7
		SP:Iteration 59Q (81168.600000 sec): 3 clusters
  Score: Raw -226440.281071 + Penalty 2573.672559 = -223866.608513
  nChanged 3
		SP:Iteration 60F (81168.650000 sec): 3 clusters
  Score: Raw -226441.037974 + Penalty 2573.672559 = -223867.365416
  nChanged 3
		SP:Iteration 61Q (81168.700000 sec): 3 clusters
  Score: Raw -226441.691670 + Penalty 2573.672559 = -223868.019111
  nChanged 1
		SP:Iteration 62Q (81168.760000 sec): 3 clusters
  Score: Raw -226441.822984 + Penalty 2573.672559 = -223868.150426
  nChanged 0
		SP:Iteration 63F (81168.810000 sec): 3 clusters
  Score: Raw -226441.822984 + Penalty 2573.672559 = -223868.150426
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 102 (1903 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (81168.870000 sec): 2 clusters
  Score: Raw -167389.235705 + Penalty 1227.067866 = -166162.167839
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (81168.910000 sec): 3 clusters
  Score: Raw -166597.497041 + Penalty 2454.135732 = -164143.361309
  nChanged 680
		SP:Iteration 1F (81168.940000 sec): 3 clusters
  Score: Raw -167032.351744 + Penalty 2454.135732 = -164578.216012
  nChanged 139
		SP:Iteration 2F (81168.980000 sec): 3 clusters
  Score: Raw -167143.964646 + Penalty 2454.135732 = -164689.828914
  nChanged 96
		SP:Iteration 3F (81169.020000 sec): 3 clusters
  Score: Raw -167207.590807 + Penalty 2454.135732 = -164753.455075
  nChanged 55
		SP:Iteration 4Q (81169.050000 sec): 3 clusters
  Score: Raw -167239.570816 + Penalty 2454.135732 = -164785.435085
  nChanged 38
		SP:Iteration 5Q (81169.090000 sec): 3 clusters
  Score: Raw -167258.632182 + Penalty 2454.135732 = -164804.496450
  nChanged 23
		SP:Iteration 6Q (81169.130000 sec): 3 clusters
  Score: Raw -167276.567428 + Penalty 2454.135732 = -164822.431696
  nChanged 31
		SP:Iteration 7Q (81169.160000 sec): 3 clusters
  Score: Raw -167296.597823 + Penalty 2454.135732 = -164842.462091
  nChanged 25
		SP:Iteration 8Q (81169.200000 sec): 3 clusters
  Score: Raw -167314.756822 + Penalty 2454.135732 = -164860.621090
  nChanged 26
		SP:Iteration 9Q (81169.240000 sec): 3 clusters
  Score: Raw -167333.787080 + Penalty 2454.135732 = -164879.651348
  nChanged 28
		SP:Iteration 10Q (81169.270000 sec): 3 clusters
  Score: Raw -167354.053581 + Penalty 2454.135732 = -164899.917849
  nChanged 28
		SP:Iteration 11Q (81169.310000 sec): 3 clusters
  Score: Raw -167369.663495 + Penalty 2454.135732 = -164915.527763
  nChanged 22
		SP:Iteration 12Q (81169.350000 sec): 3 clusters
  Score: Raw -167384.110991 + Penalty 2454.135732 = -164929.975259
  nChanged 20
		SP:Iteration 13Q (81169.380000 sec): 3 clusters
  Score: Raw -167394.534143 + Penalty 2454.135732 = -164940.398412
  nChanged 15
		SP:Iteration 14Q (81169.420000 sec): 3 clusters
  Score: Raw -167401.296591 + Penalty 2454.135732 = -164947.160860
  nChanged 11
		SP:Iteration 15Q (81169.460000 sec): 3 clusters
  Score: Raw -167406.880835 + Penalty 2454.135732 = -164952.745104
  nChanged 12
		SP:Iteration 16Q (81169.490000 sec): 3 clusters
  Score: Raw -167413.528383 + Penalty 2454.135732 = -164959.392652
  nChanged 15
		SP:Iteration 17Q (81169.530000 sec): 3 clusters
  Score: Raw -167421.863718 + Penalty 2454.135732 = -164967.727986
  nChanged 9
		SP:Iteration 18Q (81169.570000 sec): 3 clusters
  Score: Raw -167426.103614 + Penalty 2454.135732 = -164971.967882
  nChanged 7
		SP:Iteration 19Q (81169.600000 sec): 3 clusters
  Score: Raw -167428.651340 + Penalty 2454.135732 = -164974.515608
  nChanged 5
		SP:Iteration 20F (81169.640000 sec): 3 clusters
  Score: Raw -167430.798819 + Penalty 2454.135732 = -164976.663087
  nChanged 7
		SP:Iteration 21Q (81169.680000 sec): 3 clusters
  Score: Raw -167433.675731 + Penalty 2454.135732 = -164979.539999
  nChanged 4
		SP:Iteration 22Q (81169.710000 sec): 3 clusters
  Score: Raw -167434.936919 + Penalty 2454.135732 = -164980.801188
  nChanged 0
		SP:Iteration 23F (81169.750000 sec): 3 clusters
  Score: Raw -167434.936919 + Penalty 2454.135732 = -164980.801188
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 103 (481 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (81169.780000 sec): 2 clusters
  Score: Raw -42795.754333 + Penalty 1003.578431 = -41792.175901
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (81169.800000 sec): 3 clusters
  Score: Raw -42748.805890 + Penalty 2007.156863 = -40741.649027
  nChanged 102
		SP:Iteration 1F (81169.800000 sec): 3 clusters
  Score: Raw -42998.040404 + Penalty 2007.156863 = -40990.883541
  nChanged 34
		SP:Iteration 2F (81169.820000 sec): 3 clusters
  Score: Raw -43202.938953 + Penalty 2007.156863 = -41195.782091
  nChanged 30
		SP:Iteration 3F (81169.820000 sec): 3 clusters
  Score: Raw -43360.793383 + Penalty 2007.156863 = -41353.636520
  nChanged 21
		SP:Iteration 4Q (81169.840000 sec): 3 clusters
  Score: Raw -43407.218476 + Penalty 2007.156863 = -41400.061613
  nChanged 13
		SP:Iteration 5Q (81169.840000 sec): 3 clusters
  Score: Raw -43432.312566 + Penalty 2007.156863 = -41425.155703
  nChanged 9
		SP:Iteration 6Q (81169.860000 sec): 3 clusters
  Score: Raw -43457.573306 + Penalty 2007.156863 = -41450.416443
  nChanged 11
		SP:Iteration 7Q (81169.860000 sec): 3 clusters
  Score: Raw -43484.084443 + Penalty 2007.156863 = -41476.927580
  nChanged 3
		SP:Iteration 8Q (81169.880000 sec): 3 clusters
  Score: Raw -43492.891640 + Penalty 2007.156863 = -41485.734777
  nChanged 1
		SP:Iteration 9Q (81169.880000 sec): 3 clusters
  Score: Raw -43494.463175 + Penalty 2007.156863 = -41487.306312
  nChanged 1
		SP:Iteration 10Q (81169.900000 sec): 3 clusters
  Score: Raw -43495.621962 + Penalty 2007.156863 = -41488.465099
  nChanged 0
		SP:Iteration 11F (81169.900000 sec): 3 clusters
  Score: Raw -43495.621962 + Penalty 2007.156863 = -41488.465099
  nChanged 0
Iteration 179Q (81453.630000 sec): 111 clusters
  Score: Raw -67015941.544776 + Penalty 242736.496969 = -66773205.047807
  nChanged 3032
Iteration 180F (81777.450000 sec): 111 clusters
  Score: Raw -67018062.057145 + Penalty 242736.496969 = -66775325.560176
  nChanged 3123
Iteration 181Q (82063.660000 sec): 111 clusters
  Score: Raw -67019212.324239 + Penalty 242736.496969 = -66776475.827269
  nChanged 2109
Iteration 182Q (82349.990000 sec): 111 clusters
  Score: Raw -67019769.092435 + Penalty 242736.496969 = -66777032.595466
  nChanged 1630
Iteration 183Q (82636.010000 sec): 111 clusters
  Score: Raw -67020118.950702 + Penalty 242736.496969 = -66777382.453733
  nChanged 1379
Iteration 184Q (82921.770000 sec): 111 clusters
  Score: Raw -67020366.601628 + Penalty 242736.496969 = -66777630.104659
  nChanged 1165
Iteration 185Q (83206.940000 sec): 111 clusters
  Score: Raw -67020551.607243 + Penalty 242736.496969 = -66777815.110274
  nChanged 945
Iteration 186Q (83493.080000 sec): 111 clusters
  Score: Raw -67020694.062268 + Penalty 242736.496969 = -66777957.565299
  nChanged 885
Iteration 187Q (83778.700000 sec): 111 clusters
  Score: Raw -67020818.642837 + Penalty 242736.496969 = -66778082.145867
  nChanged 770
Iteration 188Q (84065.100000 sec): 111 clusters
  Score: Raw -67020925.128752 + Penalty 242736.496969 = -66778188.631782
  nChanged 757
Iteration 189Q (84350.180000 sec): 111 clusters
  Score: Raw -67021029.884891 + Penalty 242736.496969 = -66778293.387922
  nChanged 725
Iteration 190Q (84636.020000 sec): 111 clusters
  Score: Raw -67021126.588330 + Penalty 242736.496969 = -66778390.091361
  nChanged 694
Iteration 191Q (84921.870000 sec): 111 clusters
  Score: Raw -67021211.246265 + Penalty 242736.496969 = -66778474.749296
  nChanged 633
Iteration 192Q (85207.960000 sec): 111 clusters
  Score: Raw -67021291.652792 + Penalty 242736.496969 = -66778555.155823
  nChanged 638
Iteration 193Q (85493.830000 sec): 111 clusters
  Score: Raw -67021371.564457 + Penalty 242736.496969 = -66778635.067487
  nChanged 593
Iteration 194Q (85780.420000 sec): 111 clusters
  Score: Raw -67021444.858562 + Penalty 242736.496969 = -66778708.361593
  nChanged 554
Iteration 195Q (86065.120000 sec): 111 clusters
  Score: Raw -67021507.335852 + Penalty 242736.496969 = -66778770.838882
  nChanged 519
Iteration 196Q (86351.510000 sec): 111 clusters
  Score: Raw -67021564.897418 + Penalty 242736.496969 = -66778828.400448
  nChanged 501
Iteration 197Q (86638.050000 sec): 111 clusters
  Score: Raw -67021620.150141 + Penalty 242736.496969 = -66778883.653171
  nChanged 500
Iteration 198Q (86924.030000 sec): 111 clusters
  Score: Raw -67021676.306561 + Penalty 242736.496969 = -66778939.809591
  nChanged 484
Iteration 199Q (87210.050000 sec): 111 clusters
  Score: Raw -67021729.279431 + Penalty 242736.496969 = -66778992.782462
  nChanged 446
Iteration 200F (87534.200000 sec): 111 clusters
  Score: Raw -67021781.103093 + Penalty 242736.496969 = -66779044.606124
  nChanged 441
Iteration 201Q (87820.870000 sec): 111 clusters
  Score: Raw -67021827.108237 + Penalty 242736.496969 = -66779090.611267
  nChanged 412
Iteration 202Q (88107.590000 sec): 111 clusters
  Score: Raw -67021870.217014 + Penalty 242736.496969 = -66779133.720045
  nChanged 391
Iteration 203Q (88392.890000 sec): 111 clusters
  Score: Raw -67021913.972785 + Penalty 242736.496969 = -66779177.475816
  nChanged 370
Iteration 204Q (88678.200000 sec): 111 clusters
  Score: Raw -67021953.508916 + Penalty 242736.496969 = -66779217.011947
  nChanged 375
Iteration 205Q (88964.820000 sec): 111 clusters
  Score: Raw -67021990.767903 + Penalty 242736.496969 = -66779254.270934
  nChanged 353
Iteration 206Q (89250.780000 sec): 111 clusters
  Score: Raw -67022026.698539 + Penalty 242736.496969 = -66779290.201569
  nChanged 382
Iteration 207Q (89536.810000 sec): 111 clusters
  Score: Raw -67022065.288529 + Penalty 242736.496969 = -66779328.791559
  nChanged 375
Iteration 208Q (89821.500000 sec): 111 clusters
  Score: Raw -67022099.530504 + Penalty 242736.496969 = -66779363.033535
  nChanged 337
Iteration 209Q (90108.120000 sec): 111 clusters
  Score: Raw -67022132.157912 + Penalty 242736.496969 = -66779395.660943
  nChanged 334
Iteration 210Q (90394.820000 sec): 111 clusters
  Score: Raw -67022166.626781 + Penalty 242736.496969 = -66779430.129812
  nChanged 339
Iteration 211Q (90681.450000 sec): 111 clusters
  Score: Raw -67022200.776906 + Penalty 242736.496969 = -66779464.279937
  nChanged 331
Iteration 212Q (90967.100000 sec): 111 clusters
  Score: Raw -67022233.885246 + Penalty 242736.496969 = -66779497.388277
  nChanged 338
Iteration 213Q (91252.560000 sec): 111 clusters
  Score: Raw -67022268.943086 + Penalty 242736.496969 = -66779532.446117
  nChanged 321
Iteration 214Q (91538.570000 sec): 111 clusters
  Score: Raw -67022301.545394 + Penalty 242736.496969 = -66779565.048425
  nChanged 292
Iteration 215Q (91825.270000 sec): 111 clusters
  Score: Raw -67022328.243274 + Penalty 242736.496969 = -66779591.746305
  nChanged 263
Iteration 216Q (92111.260000 sec): 111 clusters
  Score: Raw -67022353.762354 + Penalty 242736.496969 = -66779617.265385
  nChanged 250
Iteration 217Q (92397.210000 sec): 111 clusters
  Score: Raw -67022377.145387 + Penalty 242736.496969 = -66779640.648418
  nChanged 252
Iteration 218Q (92683.260000 sec): 111 clusters
  Score: Raw -67022399.169100 + Penalty 242736.496969 = -66779662.672130
  nChanged 240
Writing temp clu file 
Because OldScore, -66779640.648418, is greater than current (better) Score,-66779662.672130 
 Compute initial score before splitting:   Score: Raw -67022399.169100 + Penalty 242736.496969 = -66779662.672130
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 1 (1528 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (92683.440000 sec): 2 clusters
  Score: Raw -125511.545373 + Penalty 1191.403683 = -124320.141690
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (92683.600000 sec): 3 clusters
  Score: Raw -124923.317156 + Penalty 2382.807365 = -122540.509791
  nChanged 510
		SP:Iteration 1F (92683.620000 sec): 3 clusters
  Score: Raw -125303.215530 + Penalty 2382.807365 = -122920.408165
  nChanged 127
		SP:Iteration 2F (92683.660000 sec): 3 clusters
  Score: Raw -125421.881157 + Penalty 2382.807365 = -123039.073792
  nChanged 65
		SP:Iteration 3Q (92683.680000 sec): 3 clusters
  Score: Raw -125473.037063 + Penalty 2382.807365 = -123090.229698
  nChanged 36
		SP:Iteration 4Q (92683.720000 sec): 3 clusters
  Score: Raw -125502.044983 + Penalty 2382.807365 = -123119.237618
  nChanged 28
		SP:Iteration 5Q (92683.740000 sec): 3 clusters
  Score: Raw -125531.369360 + Penalty 2382.807365 = -123148.561995
  nChanged 27
		SP:Iteration 6Q (92683.770000 sec): 3 clusters
  Score: Raw -125549.647451 + Penalty 2382.807365 = -123166.840085
  nChanged 19
		SP:Iteration 7Q (92683.800000 sec): 3 clusters
  Score: Raw -125565.496961 + Penalty 2382.807365 = -123182.689595
  nChanged 17
		SP:Iteration 8Q (92683.830000 sec): 3 clusters
  Score: Raw -125575.762089 + Penalty 2382.807365 = -123192.954724
  nChanged 21
		SP:Iteration 9Q (92683.860000 sec): 3 clusters
  Score: Raw -125586.656487 + Penalty 2382.807365 = -123203.849122
  nChanged 12
		SP:Iteration 10Q (92683.890000 sec): 3 clusters
  Score: Raw -125594.346828 + Penalty 2382.807365 = -123211.539463
  nChanged 11
		SP:Iteration 11Q (92683.920000 sec): 3 clusters
  Score: Raw -125599.504406 + Penalty 2382.807365 = -123216.697041
  nChanged 9
		SP:Iteration 12Q (92683.950000 sec): 3 clusters
  Score: Raw -125606.309659 + Penalty 2382.807365 = -123223.502293
  nChanged 6
		SP:Iteration 13Q (92683.980000 sec): 3 clusters
  Score: Raw -125609.894261 + Penalty 2382.807365 = -123227.086896
  nChanged 7
		SP:Iteration 14Q (92684.010000 sec): 3 clusters
  Score: Raw -125614.856536 + Penalty 2382.807365 = -123232.049171
  nChanged 6
		SP:Iteration 15Q (92684.040000 sec): 3 clusters
  Score: Raw -125616.977915 + Penalty 2382.807365 = -123234.170550
  nChanged 0
		SP:Iteration 16F (92684.070000 sec): 3 clusters
  Score: Raw -125616.977915 + Penalty 2382.807365 = -123234.170550
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 2 (114321 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (92684.800000 sec): 2 clusters
  Score: Raw -10281931.205824 + Penalty 1892.599403 = -10280038.606421
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (92685.810000 sec): 3 clusters
  Score: Raw -10207186.541924 + Penalty 3785.198807 = -10203401.343117
  nChanged 54760
		SP:Iteration 1F (92686.830000 sec): 3 clusters
  Score: Raw -10239697.956479 + Penalty 3785.198807 = -10235912.757672
  nChanged 4389
		SP:Iteration 2Q (92687.910000 sec): 3 clusters
  Score: Raw -10241121.617814 + Penalty 3785.198807 = -10237336.419007
  nChanged 4832
		SP:Iteration 3Q (92689.040000 sec): 3 clusters
  Score: Raw -10242982.184292 + Penalty 3785.198807 = -10239196.985485
  nChanged 5627
		SP:Iteration 4Q (92690.170000 sec): 3 clusters
  Score: Raw -10245604.001187 + Penalty 3785.198807 = -10241818.802380
  nChanged 6257
		SP:Iteration 5F (92691.180000 sec): 3 clusters
  Score: Raw -10249053.039772 + Penalty 3785.198807 = -10245267.840965
  nChanged 6834
		SP:Iteration 6F (92692.190000 sec): 3 clusters
  Score: Raw -10253163.218978 + Penalty 3785.198807 = -10249378.020171
  nChanged 7015
		SP:Iteration 7F (92693.200000 sec): 3 clusters
  Score: Raw -10257377.683883 + Penalty 3785.198807 = -10253592.485076
  nChanged 6480
		SP:Iteration 8F (92694.220000 sec): 3 clusters
  Score: Raw -10261106.219583 + Penalty 3785.198807 = -10257321.020776
  nChanged 5780
		SP:Iteration 9F (92695.240000 sec): 3 clusters
  Score: Raw -10264333.713023 + Penalty 3785.198807 = -10260548.514216
  nChanged 5053
		SP:Iteration 10Q (92696.290000 sec): 3 clusters
  Score: Raw -10267183.530704 + Penalty 3785.198807 = -10263398.331897
  nChanged 4579
		SP:Iteration 11Q (92697.340000 sec): 3 clusters
  Score: Raw -10269621.535616 + Penalty 3785.198807 = -10265836.336809
  nChanged 4100
		SP:Iteration 12Q (92698.430000 sec): 3 clusters
  Score: Raw -10271423.991173 + Penalty 3785.198807 = -10267638.792366
  nChanged 3721
		SP:Iteration 13Q (92699.460000 sec): 3 clusters
  Score: Raw -10272885.382901 + Penalty 3785.198807 = -10269100.184094
  nChanged 3581
		SP:Iteration 14Q (92700.480000 sec): 3 clusters
  Score: Raw -10274187.607424 + Penalty 3785.198807 = -10270402.408617
  nChanged 3485
		SP:Iteration 15Q (92701.480000 sec): 3 clusters
  Score: Raw -10275445.430385 + Penalty 3785.198807 = -10271660.231578
  nChanged 3346
		SP:Iteration 16Q (92702.500000 sec): 3 clusters
  Score: Raw -10276642.448248 + Penalty 3785.198807 = -10272857.249441
  nChanged 3129
		SP:Iteration 17Q (92703.500000 sec): 3 clusters
  Score: Raw -10277736.878113 + Penalty 3785.198807 = -10273951.679306
  nChanged 2788
		SP:Iteration 18Q (92704.520000 sec): 3 clusters
  Score: Raw -10278689.000801 + Penalty 3785.198807 = -10274903.801994
  nChanged 2493
		SP:Iteration 19Q (92705.530000 sec): 3 clusters
  Score: Raw -10279527.791617 + Penalty 3785.198807 = -10275742.592810
  nChanged 2097
		SP:Iteration 20F (92706.590000 sec): 3 clusters
  Score: Raw -10280209.786590 + Penalty 3785.198807 = -10276424.587783
  nChanged 1781
		SP:Iteration 21Q (92707.570000 sec): 3 clusters
  Score: Raw -10280767.272510 + Penalty 3785.198807 = -10276982.073703
  nChanged 1499
		SP:Iteration 22Q (92708.510000 sec): 3 clusters
  Score: Raw -10281215.962156 + Penalty 3785.198807 = -10277430.763349
  nChanged 1275
		SP:Iteration 23Q (92709.440000 sec): 3 clusters
  Score: Raw -10281587.880403 + Penalty 3785.198807 = -10277802.681596
  nChanged 1016
		SP:Iteration 24Q (92710.410000 sec): 3 clusters
  Score: Raw -10281866.912350 + Penalty 3785.198807 = -10278081.713543
  nChanged 818
		SP:Iteration 25Q (92711.360000 sec): 3 clusters
  Score: Raw -10282078.517785 + Penalty 3785.198807 = -10278293.318978
  nChanged 627
		SP:Iteration 26Q (92712.290000 sec): 3 clusters
  Score: Raw -10282223.229705 + Penalty 3785.198807 = -10278438.030898
  nChanged 481
		SP:Iteration 27Q (92713.260000 sec): 3 clusters
  Score: Raw -10282344.075883 + Penalty 3785.198807 = -10278558.877076
  nChanged 419
		SP:Iteration 28Q (92714.190000 sec): 3 clusters
  Score: Raw -10282443.033787 + Penalty 3785.198807 = -10278657.834980
  nChanged 330
		SP:Iteration 29Q (92715.130000 sec): 3 clusters
  Score: Raw -10282512.402418 + Penalty 3785.198807 = -10278727.203611
  nChanged 302
		SP:Iteration 30Q (92716.040000 sec): 3 clusters
  Score: Raw -10282575.388107 + Penalty 3785.198807 = -10278790.189300
  nChanged 260
		SP:Iteration 31Q (92716.950000 sec): 3 clusters
  Score: Raw -10282625.534547 + Penalty 3785.198807 = -10278840.335740
  nChanged 200
		SP:Iteration 32Q (92717.860000 sec): 3 clusters
  Score: Raw -10282663.401889 + Penalty 3785.198807 = -10278878.203082
  nChanged 147
		SP:Iteration 33Q (92718.770000 sec): 3 clusters
  Score: Raw -10282687.036365 + Penalty 3785.198807 = -10278901.837558
  nChanged 115
		SP:Iteration 34Q (92719.700000 sec): 3 clusters
  Score: Raw -10282705.533792 + Penalty 3785.198807 = -10278920.334985
  nChanged 112
		SP:Iteration 35Q (92720.660000 sec): 3 clusters
  Score: Raw -10282723.827969 + Penalty 3785.198807 = -10278938.629162
  nChanged 106
		SP:Iteration 36Q (92721.570000 sec): 3 clusters
  Score: Raw -10282741.419749 + Penalty 3785.198807 = -10278956.220942
  nChanged 101
		SP:Iteration 37Q (92722.480000 sec): 3 clusters
  Score: Raw -10282757.129855 + Penalty 3785.198807 = -10278971.931048
  nChanged 85
		SP:Iteration 38Q (92723.370000 sec): 3 clusters
  Score: Raw -10282769.258224 + Penalty 3785.198807 = -10278984.059417
  nChanged 76
		SP:Iteration 39Q (92724.280000 sec): 3 clusters
  Score: Raw -10282779.379561 + Penalty 3785.198807 = -10278994.180754
  nChanged 65
		SP:Iteration 40F (92725.280000 sec): 3 clusters
  Score: Raw -10282787.478153 + Penalty 3785.198807 = -10279002.279346
  nChanged 54
		SP:Iteration 41Q (92726.220000 sec): 3 clusters
  Score: Raw -10282793.544942 + Penalty 3785.198807 = -10279008.346136
  nChanged 36
		SP:Iteration 42Q (92727.130000 sec): 3 clusters
  Score: Raw -10282796.865009 + Penalty 3785.198807 = -10279011.666202
  nChanged 27
		SP:Iteration 43Q (92728.040000 sec): 3 clusters
  Score: Raw -10282799.862778 + Penalty 3785.198807 = -10279014.663971
  nChanged 23
		SP:Iteration 44Q (92728.950000 sec): 3 clusters
  Score: Raw -10282802.158523 + Penalty 3785.198807 = -10279016.959716
  nChanged 23
		SP:Iteration 45Q (92729.860000 sec): 3 clusters
  Score: Raw -10282804.437941 + Penalty 3785.198807 = -10279019.239134
  nChanged 17
		SP:Iteration 46Q (92730.770000 sec): 3 clusters
  Score: Raw -10282806.294089 + Penalty 3785.198807 = -10279021.095282
  nChanged 20
		SP:Iteration 47Q (92731.680000 sec): 3 clusters
  Score: Raw -10282808.609350 + Penalty 3785.198807 = -10279023.410543
  nChanged 28
		SP:Iteration 48Q (92732.570000 sec): 3 clusters
  Score: Raw -10282811.280807 + Penalty 3785.198807 = -10279026.082000
  nChanged 15
		SP:Iteration 49Q (92733.490000 sec): 3 clusters
  Score: Raw -10282812.635364 + Penalty 3785.198807 = -10279027.436557
  nChanged 11
		SP:Iteration 50Q (92734.390000 sec): 3 clusters
  Score: Raw -10282813.544070 + Penalty 3785.198807 = -10279028.345264
  nChanged 7
		SP:Iteration 51Q (92735.280000 sec): 3 clusters
  Score: Raw -10282814.349694 + Penalty 3785.198807 = -10279029.150887
  nChanged 10
		SP:Iteration 52Q (92736.190000 sec): 3 clusters
  Score: Raw -10282815.333786 + Penalty 3785.198807 = -10279030.134979
  nChanged 9
		SP:Iteration 53Q (92737.100000 sec): 3 clusters
  Score: Raw -10282816.116593 + Penalty 3785.198807 = -10279030.917786
  nChanged 12
		SP:Iteration 54Q (92738.010000 sec): 3 clusters
  Score: Raw -10282817.525799 + Penalty 3785.198807 = -10279032.326992
  nChanged 12
		SP:Iteration 55Q (92738.920000 sec): 3 clusters
  Score: Raw -10282818.598945 + Penalty 3785.198807 = -10279033.400138
  nChanged 9
		SP:Iteration 56Q (92739.830000 sec): 3 clusters
  Score: Raw -10282819.787188 + Penalty 3785.198807 = -10279034.588381
  nChanged 9
		SP:Iteration 57Q (92740.740000 sec): 3 clusters
  Score: Raw -10282820.736723 + Penalty 3785.198807 = -10279035.537916
  nChanged 8
		SP:Iteration 58Q (92741.650000 sec): 3 clusters
  Score: Raw -10282821.467008 + Penalty 3785.198807 = -10279036.268201
  nChanged 10
		SP:Iteration 59Q (92742.550000 sec): 3 clusters
  Score: Raw -10282822.528755 + Penalty 3785.198807 = -10279037.329948
  nChanged 11
		SP:Iteration 60F (92743.560000 sec): 3 clusters
  Score: Raw -10282823.649607 + Penalty 3785.198807 = -10279038.450801
  nChanged 17
		SP:Iteration 61Q (92744.490000 sec): 3 clusters
  Score: Raw -10282825.323843 + Penalty 3785.198807 = -10279040.125036
  nChanged 16
		SP:Iteration 62Q (92745.410000 sec): 3 clusters
  Score: Raw -10282826.808412 + Penalty 3785.198807 = -10279041.609605
  nChanged 16
		SP:Iteration 63Q (92746.310000 sec): 3 clusters
  Score: Raw -10282828.357034 + Penalty 3785.198807 = -10279043.158227
  nChanged 13
		SP:Iteration 64Q (92747.220000 sec): 3 clusters
  Score: Raw -10282829.390330 + Penalty 3785.198807 = -10279044.191523
  nChanged 10
		SP:Iteration 65Q (92748.130000 sec): 3 clusters
  Score: Raw -10282830.465098 + Penalty 3785.198807 = -10279045.266292
  nChanged 7
		SP:Iteration 66Q (92749.040000 sec): 3 clusters
  Score: Raw -10282831.106007 + Penalty 3785.198807 = -10279045.907200
  nChanged 5
		SP:Iteration 67Q (92749.950000 sec): 3 clusters
  Score: Raw -10282831.484693 + Penalty 3785.198807 = -10279046.285886
  nChanged 8
		SP:Iteration 68Q (92750.860000 sec): 3 clusters
  Score: Raw -10282832.186478 + Penalty 3785.198807 = -10279046.987671
  nChanged 6
		SP:Iteration 69Q (92751.770000 sec): 3 clusters
  Score: Raw -10282832.652360 + Penalty 3785.198807 = -10279047.453553
  nChanged 4
		SP:Iteration 70Q (92752.680000 sec): 3 clusters
  Score: Raw -10282833.223734 + Penalty 3785.198807 = -10279048.024927
  nChanged 11
		SP:Iteration 71Q (92753.590000 sec): 3 clusters
  Score: Raw -10282834.688385 + Penalty 3785.198807 = -10279049.489578
  nChanged 11
		SP:Iteration 72Q (92754.490000 sec): 3 clusters
  Score: Raw -10282835.759648 + Penalty 3785.198807 = -10279050.560841
  nChanged 10
		SP:Iteration 73Q (92755.400000 sec): 3 clusters
  Score: Raw -10282836.687653 + Penalty 3785.198807 = -10279051.488846
  nChanged 13
		SP:Iteration 74Q (92756.310000 sec): 3 clusters
  Score: Raw -10282837.940587 + Penalty 3785.198807 = -10279052.741780
  nChanged 8
		SP:Iteration 75Q (92757.220000 sec): 3 clusters
  Score: Raw -10282838.709479 + Penalty 3785.198807 = -10279053.510672
  nChanged 6
		SP:Iteration 76Q (92758.130000 sec): 3 clusters
  Score: Raw -10282839.103023 + Penalty 3785.198807 = -10279053.904216
  nChanged 4
		SP:Iteration 77Q (92759.040000 sec): 3 clusters
  Score: Raw -10282839.708342 + Penalty 3785.198807 = -10279054.509535
  nChanged 8
		SP:Iteration 78Q (92759.960000 sec): 3 clusters
  Score: Raw -10282840.544741 + Penalty 3785.198807 = -10279055.345934
  nChanged 8
		SP:Iteration 79Q (92760.860000 sec): 3 clusters
  Score: Raw -10282841.140389 + Penalty 3785.198807 = -10279055.941582
  nChanged 7
		SP:Iteration 80F (92761.870000 sec): 3 clusters
  Score: Raw -10282841.719792 + Penalty 3785.198807 = -10279056.520985
  nChanged 7
		SP:Iteration 81Q (92762.800000 sec): 3 clusters
  Score: Raw -10282842.456803 + Penalty 3785.198807 = -10279057.257996
  nChanged 4
		SP:Iteration 82Q (92763.710000 sec): 3 clusters
  Score: Raw -10282842.795440 + Penalty 3785.198807 = -10279057.596633
  nChanged 6
		SP:Iteration 83Q (92764.620000 sec): 3 clusters
  Score: Raw -10282843.386877 + Penalty 3785.198807 = -10279058.188070
  nChanged 8
		SP:Iteration 84Q (92765.530000 sec): 3 clusters
  Score: Raw -10282844.185117 + Penalty 3785.198807 = -10279058.986310
  nChanged 7
		SP:Iteration 85Q (92766.440000 sec): 3 clusters
  Score: Raw -10282844.966166 + Penalty 3785.198807 = -10279059.767359
  nChanged 6
		SP:Iteration 86Q (92767.360000 sec): 3 clusters
  Score: Raw -10282845.548403 + Penalty 3785.198807 = -10279060.349596
  nChanged 4
		SP:Iteration 87Q (92768.260000 sec): 3 clusters
  Score: Raw -10282845.878199 + Penalty 3785.198807 = -10279060.679392
  nChanged 3
		SP:Iteration 88Q (92769.190000 sec): 3 clusters
  Score: Raw -10282846.089052 + Penalty 3785.198807 = -10279060.890245
  nChanged 2
		SP:Iteration 89Q (92770.100000 sec): 3 clusters
  Score: Raw -10282846.226037 + Penalty 3785.198807 = -10279061.027230
  nChanged 0
		SP:Iteration 90F (92771.110000 sec): 3 clusters
  Score: Raw -10282846.226037 + Penalty 3785.198807 = -10279061.027230
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 3 (6968 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (92771.200000 sec): 2 clusters
  Score: Raw -654933.037065 + Penalty 1437.976072 = -653495.060993
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (92771.320000 sec): 3 clusters
  Score: Raw -651136.815916 + Penalty 2875.952144 = -648260.863772
  nChanged 2966
		SP:Iteration 1F (92771.430000 sec): 3 clusters
  Score: Raw -652791.558693 + Penalty 2875.952144 = -649915.606550
  nChanged 522
		SP:Iteration 2F (92771.540000 sec): 3 clusters
  Score: Raw -653165.735403 + Penalty 2875.952144 = -650289.783259
  nChanged 497
		SP:Iteration 3F (92771.650000 sec): 3 clusters
  Score: Raw -653564.032453 + Penalty 2875.952144 = -650688.080310
  nChanged 474
		SP:Iteration 4F (92771.770000 sec): 3 clusters
  Score: Raw -653969.301656 + Penalty 2875.952144 = -651093.349513
  nChanged 458
		SP:Iteration 5F (92771.890000 sec): 3 clusters
  Score: Raw -654324.685942 + Penalty 2875.952144 = -651448.733799
  nChanged 384
		SP:Iteration 6F (92772.000000 sec): 3 clusters
  Score: Raw -654636.368538 + Penalty 2875.952144 = -651760.416395
  nChanged 336
		SP:Iteration 7Q (92772.130000 sec): 3 clusters
  Score: Raw -654895.995275 + Penalty 2875.952144 = -652020.043132
  nChanged 252
		SP:Iteration 8Q (92772.250000 sec): 3 clusters
  Score: Raw -655109.148820 + Penalty 2875.952144 = -652233.196676
  nChanged 224
		SP:Iteration 9Q (92772.370000 sec): 3 clusters
  Score: Raw -655314.304361 + Penalty 2875.952144 = -652438.352217
  nChanged 166
		SP:Iteration 10Q (92772.480000 sec): 3 clusters
  Score: Raw -655460.903107 + Penalty 2875.952144 = -652584.950963
  nChanged 127
		SP:Iteration 11Q (92772.600000 sec): 3 clusters
  Score: Raw -655549.811541 + Penalty 2875.952144 = -652673.859398
  nChanged 100
		SP:Iteration 12Q (92772.720000 sec): 3 clusters
  Score: Raw -655612.022231 + Penalty 2875.952144 = -652736.070087
  nChanged 78
		SP:Iteration 13Q (92772.830000 sec): 3 clusters
  Score: Raw -655646.072639 + Penalty 2875.952144 = -652770.120496
  nChanged 56
		SP:Iteration 14Q (92772.940000 sec): 3 clusters
  Score: Raw -655667.252510 + Penalty 2875.952144 = -652791.300366
  nChanged 48
		SP:Iteration 15Q (92773.060000 sec): 3 clusters
  Score: Raw -655681.386562 + Penalty 2875.952144 = -652805.434418
  nChanged 32
		SP:Iteration 16Q (92773.180000 sec): 3 clusters
  Score: Raw -655689.703649 + Penalty 2875.952144 = -652813.751506
  nChanged 27
		SP:Iteration 17Q (92773.300000 sec): 3 clusters
  Score: Raw -655695.534714 + Penalty 2875.952144 = -652819.582571
  nChanged 12
		SP:Iteration 18Q (92773.410000 sec): 3 clusters
  Score: Raw -655697.948617 + Penalty 2875.952144 = -652821.996473
  nChanged 10
		SP:Iteration 19Q (92773.530000 sec): 3 clusters
  Score: Raw -655699.429466 + Penalty 2875.952144 = -652823.477323
  nChanged 11
		SP:Iteration 20F (92773.660000 sec): 3 clusters
  Score: Raw -655702.037186 + Penalty 2875.952144 = -652826.085042
  nChanged 12
		SP:Iteration 21Q (92773.770000 sec): 3 clusters
  Score: Raw -655704.660319 + Penalty 2875.952144 = -652828.708175
  nChanged 10
		SP:Iteration 22Q (92773.890000 sec): 3 clusters
  Score: Raw -655706.768099 + Penalty 2875.952144 = -652830.815955
  nChanged 10
		SP:Iteration 23Q (92774.010000 sec): 3 clusters
  Score: Raw -655709.180089 + Penalty 2875.952144 = -652833.227945
  nChanged 9
		SP:Iteration 24Q (92774.130000 sec): 3 clusters
  Score: Raw -655710.827400 + Penalty 2875.952144 = -652834.875257
  nChanged 7
		SP:Iteration 25Q (92774.250000 sec): 3 clusters
  Score: Raw -655712.013306 + Penalty 2875.952144 = -652836.061162
  nChanged 5
		SP:Iteration 26Q (92774.360000 sec): 3 clusters
  Score: Raw -655712.945621 + Penalty 2875.952144 = -652836.993478
  nChanged 5
		SP:Iteration 27Q (92774.480000 sec): 3 clusters
  Score: Raw -655713.922832 + Penalty 2875.952144 = -652837.970688
  nChanged 7
		SP:Iteration 28Q (92774.600000 sec): 3 clusters
  Score: Raw -655715.447630 + Penalty 2875.952144 = -652839.495486
  nChanged 9
		SP:Iteration 29Q (92774.720000 sec): 3 clusters
  Score: Raw -655717.233120 + Penalty 2875.952144 = -652841.280977
  nChanged 4
		SP:Iteration 30Q (92774.840000 sec): 3 clusters
  Score: Raw -655717.968709 + Penalty 2875.952144 = -652842.016565
  nChanged 2
		SP:Iteration 31Q (92774.960000 sec): 3 clusters
  Score: Raw -655718.263877 + Penalty 2875.952144 = -652842.311734
  nChanged 1
		SP:Iteration 32Q (92775.070000 sec): 3 clusters
  Score: Raw -655718.412071 + Penalty 2875.952144 = -652842.459928
  nChanged 1
		SP:Iteration 33Q (92775.190000 sec): 3 clusters
  Score: Raw -655718.612550 + Penalty 2875.952144 = -652842.660406
  nChanged 1
		SP:Iteration 34Q (92775.310000 sec): 3 clusters
  Score: Raw -655718.756513 + Penalty 2875.952144 = -652842.804369
  nChanged 2
		SP:Iteration 35Q (92775.430000 sec): 3 clusters
  Score: Raw -655718.977535 + Penalty 2875.952144 = -652843.025391
  nChanged 2
		SP:Iteration 36Q (92775.550000 sec): 3 clusters
  Score: Raw -655719.158784 + Penalty 2875.952144 = -652843.206640
  nChanged 4
		SP:Iteration 37Q (92775.670000 sec): 3 clusters
  Score: Raw -655719.913365 + Penalty 2875.952144 = -652843.961222
  nChanged 4
		SP:Iteration 38Q (92775.780000 sec): 3 clusters
  Score: Raw -655720.313231 + Penalty 2875.952144 = -652844.361088
  nChanged 2
		SP:Iteration 39Q (92775.900000 sec): 3 clusters
  Score: Raw -655720.678385 + Penalty 2875.952144 = -652844.726241
  nChanged 2
		SP:Iteration 40F (92776.030000 sec): 3 clusters
  Score: Raw -655721.199775 + Penalty 2875.952144 = -652845.247632
  nChanged 3
		SP:Iteration 41Q (92776.140000 sec): 3 clusters
  Score: Raw -655721.719743 + Penalty 2875.952144 = -652845.767600
  nChanged 4
		SP:Iteration 42Q (92776.270000 sec): 3 clusters
  Score: Raw -655722.667438 + Penalty 2875.952144 = -652846.715295
  nChanged 3
		SP:Iteration 43Q (92776.390000 sec): 3 clusters
  Score: Raw -655723.276067 + Penalty 2875.952144 = -652847.323923
  nChanged 4
		SP:Iteration 44Q (92776.500000 sec): 3 clusters
  Score: Raw -655724.023342 + Penalty 2875.952144 = -652848.071198
  nChanged 2
		SP:Iteration 45Q (92776.620000 sec): 3 clusters
  Score: Raw -655724.457963 + Penalty 2875.952144 = -652848.505820
  nChanged 3
		SP:Iteration 46Q (92776.740000 sec): 3 clusters
  Score: Raw -655725.072238 + Penalty 2875.952144 = -652849.120095
  nChanged 4
		SP:Iteration 47Q (92776.850000 sec): 3 clusters
  Score: Raw -655725.960234 + Penalty 2875.952144 = -652850.008090
  nChanged 7
		SP:Iteration 48Q (92776.970000 sec): 3 clusters
  Score: Raw -655727.356622 + Penalty 2875.952144 = -652851.404479
  nChanged 8
		SP:Iteration 49Q (92777.080000 sec): 3 clusters
  Score: Raw -655728.780737 + Penalty 2875.952144 = -652852.828594
  nChanged 7
		SP:Iteration 50Q (92777.200000 sec): 3 clusters
  Score: Raw -655729.912520 + Penalty 2875.952144 = -652853.960377
  nChanged 5
		SP:Iteration 51Q (92777.320000 sec): 3 clusters
  Score: Raw -655730.763641 + Penalty 2875.952144 = -652854.811498
  nChanged 5
		SP:Iteration 52Q (92777.430000 sec): 3 clusters
  Score: Raw -655732.198573 + Penalty 2875.952144 = -652856.246429
  nChanged 9
		SP:Iteration 53Q (92777.540000 sec): 3 clusters
  Score: Raw -655734.781176 + Penalty 2875.952144 = -652858.829032
  nChanged 8
		SP:Iteration 54Q (92777.660000 sec): 3 clusters
  Score: Raw -655736.682111 + Penalty 2875.952144 = -652860.729968
  nChanged 9
		SP:Iteration 55Q (92777.780000 sec): 3 clusters
  Score: Raw -655738.808429 + Penalty 2875.952144 = -652862.856286
  nChanged 10
		SP:Iteration 56Q (92777.900000 sec): 3 clusters
  Score: Raw -655740.714131 + Penalty 2875.952144 = -652864.761987
  nChanged 6
		SP:Iteration 57Q (92778.020000 sec): 3 clusters
  Score: Raw -655742.149857 + Penalty 2875.952144 = -652866.197714
  nChanged 9
		SP:Iteration 58Q (92778.140000 sec): 3 clusters
  Score: Raw -655744.573592 + Penalty 2875.952144 = -652868.621449
  nChanged 8
		SP:Iteration 59Q (92778.260000 sec): 3 clusters
  Score: Raw -655747.642690 + Penalty 2875.952144 = -652871.690547
  nChanged 9
		SP:Iteration 60F (92778.380000 sec): 3 clusters
  Score: Raw -655750.430344 + Penalty 2875.952144 = -652874.478200
  nChanged 9
		SP:Iteration 61Q (92778.500000 sec): 3 clusters
  Score: Raw -655752.539914 + Penalty 2875.952144 = -652876.587770
  nChanged 13
		SP:Iteration 62Q (92778.620000 sec): 3 clusters
  Score: Raw -655756.322859 + Penalty 2875.952144 = -652880.370715
  nChanged 12
		SP:Iteration 63Q (92778.730000 sec): 3 clusters
  Score: Raw -655758.964657 + Penalty 2875.952144 = -652883.012514
  nChanged 10
		SP:Iteration 64Q (92778.850000 sec): 3 clusters
  Score: Raw -655760.629094 + Penalty 2875.952144 = -652884.676950
  nChanged 4
		SP:Iteration 65Q (92778.970000 sec): 3 clusters
  Score: Raw -655761.389986 + Penalty 2875.952144 = -652885.437842
  nChanged 3
		SP:Iteration 66Q (92779.090000 sec): 3 clusters
  Score: Raw -655762.185688 + Penalty 2875.952144 = -652886.233544
  nChanged 6
		SP:Iteration 67Q (92779.200000 sec): 3 clusters
  Score: Raw -655763.990466 + Penalty 2875.952144 = -652888.038322
  nChanged 5
		SP:Iteration 68Q (92779.320000 sec): 3 clusters
  Score: Raw -655765.499581 + Penalty 2875.952144 = -652889.547437
  nChanged 6
		SP:Iteration 69Q (92779.440000 sec): 3 clusters
  Score: Raw -655766.842019 + Penalty 2875.952144 = -652890.889876
  nChanged 3
		SP:Iteration 70Q (92779.560000 sec): 3 clusters
  Score: Raw -655767.257711 + Penalty 2875.952144 = -652891.305568
  nChanged 1
		SP:Iteration 71Q (92779.680000 sec): 3 clusters
  Score: Raw -655767.563236 + Penalty 2875.952144 = -652891.611092
  nChanged 1
		SP:Iteration 72Q (92779.800000 sec): 3 clusters
  Score: Raw -655767.664242 + Penalty 2875.952144 = -652891.712098
  nChanged 1
		SP:Iteration 73Q (92779.920000 sec): 3 clusters
  Score: Raw -655767.809344 + Penalty 2875.952144 = -652891.857201
  nChanged 0
		SP:Iteration 74F (92780.040000 sec): 3 clusters
  Score: Raw -655767.809344 + Penalty 2875.952144 = -652891.857201
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 4 (3671 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (92780.120000 sec): 2 clusters
  Score: Raw -317461.985817 + Penalty 1333.835650 = -316128.150167
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (92780.200000 sec): 3 clusters
  Score: Raw -315640.944058 + Penalty 2667.671300 = -312973.272759
  nChanged 1430
		SP:Iteration 1F (92780.270000 sec): 3 clusters
  Score: Raw -316427.979884 + Penalty 2667.671300 = -313760.308584
  nChanged 253
		SP:Iteration 2F (92780.340000 sec): 3 clusters
  Score: Raw -316570.850798 + Penalty 2667.671300 = -313903.179498
  nChanged 172
		SP:Iteration 3Q (92780.400000 sec): 3 clusters
  Score: Raw -316654.735532 + Penalty 2667.671300 = -313987.064233
  nChanged 128
		SP:Iteration 4Q (92780.480000 sec): 3 clusters
  Score: Raw -316717.829300 + Penalty 2667.671300 = -314050.158001
  nChanged 100
		SP:Iteration 5Q (92780.540000 sec): 3 clusters
  Score: Raw -316759.168795 + Penalty 2667.671300 = -314091.497496
  nChanged 70
		SP:Iteration 6Q (92780.620000 sec): 3 clusters
  Score: Raw -316787.300709 + Penalty 2667.671300 = -314119.629409
  nChanged 59
		SP:Iteration 7Q (92780.690000 sec): 3 clusters
  Score: Raw -316813.849823 + Penalty 2667.671300 = -314146.178523
  nChanged 51
		SP:Iteration 8Q (92780.760000 sec): 3 clusters
  Score: Raw -316831.803795 + Penalty 2667.671300 = -314164.132496
  nChanged 42
		SP:Iteration 9Q (92780.830000 sec): 3 clusters
  Score: Raw -316845.967868 + Penalty 2667.671300 = -314178.296568
  nChanged 44
		SP:Iteration 10Q (92780.900000 sec): 3 clusters
  Score: Raw -316860.995041 + Penalty 2667.671300 = -314193.323741
  nChanged 43
		SP:Iteration 11Q (92780.960000 sec): 3 clusters
  Score: Raw -316875.358148 + Penalty 2667.671300 = -314207.686848
  nChanged 41
		SP:Iteration 12Q (92781.040000 sec): 3 clusters
  Score: Raw -316887.802766 + Penalty 2667.671300 = -314220.131467
  nChanged 23
		SP:Iteration 13Q (92781.100000 sec): 3 clusters
  Score: Raw -316895.228334 + Penalty 2667.671300 = -314227.557034
  nChanged 22
		SP:Iteration 14Q (92781.180000 sec): 3 clusters
  Score: Raw -316902.101366 + Penalty 2667.671300 = -314234.430066
  nChanged 18
		SP:Iteration 15Q (92781.240000 sec): 3 clusters
  Score: Raw -316906.860231 + Penalty 2667.671300 = -314239.188932
  nChanged 20
		SP:Iteration 16Q (92781.320000 sec): 3 clusters
  Score: Raw -316912.007240 + Penalty 2667.671300 = -314244.335941
  nChanged 16
		SP:Iteration 17Q (92781.380000 sec): 3 clusters
  Score: Raw -316916.134814 + Penalty 2667.671300 = -314248.463515
  nChanged 11
		SP:Iteration 18Q (92781.460000 sec): 3 clusters
  Score: Raw -316919.361165 + Penalty 2667.671300 = -314251.689865
  nChanged 6
		SP:Iteration 19Q (92781.530000 sec): 3 clusters
  Score: Raw -316920.862401 + Penalty 2667.671300 = -314253.191101
  nChanged 9
		SP:Iteration 20F (92781.600000 sec): 3 clusters
  Score: Raw -316924.023719 + Penalty 2667.671300 = -314256.352419
  nChanged 10
		SP:Iteration 21Q (92781.670000 sec): 3 clusters
  Score: Raw -316926.592485 + Penalty 2667.671300 = -314258.921185
  nChanged 6
		SP:Iteration 22Q (92781.740000 sec): 3 clusters
  Score: Raw -316927.699545 + Penalty 2667.671300 = -314260.028245
  nChanged 6
		SP:Iteration 23Q (92781.810000 sec): 3 clusters
  Score: Raw -316928.855444 + Penalty 2667.671300 = -314261.184145
  nChanged 3
		SP:Iteration 24Q (92781.880000 sec): 3 clusters
  Score: Raw -316929.285132 + Penalty 2667.671300 = -314261.613832
  nChanged 1
		SP:Iteration 25Q (92781.950000 sec): 3 clusters
  Score: Raw -316929.605328 + Penalty 2667.671300 = -314261.934028
  nChanged 2
		SP:Iteration 26Q (92782.020000 sec): 3 clusters
  Score: Raw -316930.157183 + Penalty 2667.671300 = -314262.485883
  nChanged 3
		SP:Iteration 27Q (92782.090000 sec): 3 clusters
  Score: Raw -316930.532151 + Penalty 2667.671300 = -314262.860852
  nChanged 1
		SP:Iteration 28Q (92782.160000 sec): 3 clusters
  Score: Raw -316930.688002 + Penalty 2667.671300 = -314263.016702
  nChanged 0
		SP:Iteration 29F (92782.230000 sec): 3 clusters
  Score: Raw -316930.688002 + Penalty 2667.671300 = -314263.016702
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 5 (1780 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (92782.290000 sec): 2 clusters
  Score: Raw -148703.159495 + Penalty 1216.209905 = -147486.949591
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (92782.330000 sec): 3 clusters
  Score: Raw -148016.033691 + Penalty 2432.419809 = -145583.613882
  nChanged 590
		SP:Iteration 1F (92782.360000 sec): 3 clusters
  Score: Raw -148454.891127 + Penalty 2432.419809 = -146022.471318
  nChanged 149
		SP:Iteration 2F (92782.390000 sec): 3 clusters
  Score: Raw -148569.800195 + Penalty 2432.419809 = -146137.380386
  nChanged 92
		SP:Iteration 3F (92782.430000 sec): 3 clusters
  Score: Raw -148665.414819 + Penalty 2432.419809 = -146232.995010
  nChanged 80
		SP:Iteration 4Q (92782.460000 sec): 3 clusters
  Score: Raw -148728.620251 + Penalty 2432.419809 = -146296.200442
  nChanged 60
		SP:Iteration 5Q (92782.500000 sec): 3 clusters
  Score: Raw -148767.167243 + Penalty 2432.419809 = -146334.747434
  nChanged 36
		SP:Iteration 6Q (92782.530000 sec): 3 clusters
  Score: Raw -148793.730052 + Penalty 2432.419809 = -146361.310243
  nChanged 32
		SP:Iteration 7Q (92782.560000 sec): 3 clusters
  Score: Raw -148818.355678 + Penalty 2432.419809 = -146385.935869
  nChanged 33
		SP:Iteration 8Q (92782.600000 sec): 3 clusters
  Score: Raw -148843.401768 + Penalty 2432.419809 = -146410.981959
  nChanged 21
		SP:Iteration 9Q (92782.630000 sec): 3 clusters
  Score: Raw -148857.079771 + Penalty 2432.419809 = -146424.659962
  nChanged 18
		SP:Iteration 10Q (92782.670000 sec): 3 clusters
  Score: Raw -148875.457244 + Penalty 2432.419809 = -146443.037435
  nChanged 20
		SP:Iteration 11Q (92782.700000 sec): 3 clusters
  Score: Raw -148890.961094 + Penalty 2432.419809 = -146458.541285
  nChanged 18
		SP:Iteration 12Q (92782.740000 sec): 3 clusters
  Score: Raw -148907.689085 + Penalty 2432.419809 = -146475.269276
  nChanged 20
		SP:Iteration 13Q (92782.770000 sec): 3 clusters
  Score: Raw -148923.956581 + Penalty 2432.419809 = -146491.536772
  nChanged 13
		SP:Iteration 14Q (92782.800000 sec): 3 clusters
  Score: Raw -148932.473178 + Penalty 2432.419809 = -146500.053369
  nChanged 9
		SP:Iteration 15Q (92782.840000 sec): 3 clusters
  Score: Raw -148939.085081 + Penalty 2432.419809 = -146506.665272
  nChanged 9
		SP:Iteration 16Q (92782.870000 sec): 3 clusters
  Score: Raw -148944.949923 + Penalty 2432.419809 = -146512.530114
  nChanged 8
		SP:Iteration 17Q (92782.900000 sec): 3 clusters
  Score: Raw -148950.047917 + Penalty 2432.419809 = -146517.628108
  nChanged 3
		SP:Iteration 18Q (92782.940000 sec): 3 clusters
  Score: Raw -148952.681958 + Penalty 2432.419809 = -146520.262149
  nChanged 2
		SP:Iteration 19Q (92782.970000 sec): 3 clusters
  Score: Raw -148953.225129 + Penalty 2432.419809 = -146520.805320
  nChanged 1
		SP:Iteration 20F (92783.010000 sec): 3 clusters
  Score: Raw -148953.823013 + Penalty 2432.419809 = -146521.403204
  nChanged 3
		SP:Iteration 21Q (92783.040000 sec): 3 clusters
  Score: Raw -148955.313006 + Penalty 2432.419809 = -146522.893197
  nChanged 3
		SP:Iteration 22Q (92783.080000 sec): 3 clusters
  Score: Raw -148956.530995 + Penalty 2432.419809 = -146524.111186
  nChanged 0
		SP:Iteration 23F (92783.110000 sec): 3 clusters
  Score: Raw -148956.530995 + Penalty 2432.419809 = -146524.111186
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 6 (1371 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (92783.160000 sec): 2 clusters
  Score: Raw -102844.834592 + Penalty 1173.785548 = -101671.049044
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (92783.190000 sec): 3 clusters
  Score: Raw -102330.170136 + Penalty 2347.571096 = -99982.599041
  nChanged 458
		SP:Iteration 1F (92783.220000 sec): 3 clusters
  Score: Raw -102697.935838 + Penalty 2347.571096 = -100350.364742
  nChanged 131
		SP:Iteration 2F (92783.240000 sec): 3 clusters
  Score: Raw -102843.665050 + Penalty 2347.571096 = -100496.093954
  nChanged 85
		SP:Iteration 3F (92783.270000 sec): 3 clusters
  Score: Raw -102929.853261 + Penalty 2347.571096 = -100582.282165
  nChanged 50
		SP:Iteration 4Q (92783.290000 sec): 3 clusters
  Score: Raw -102985.645121 + Penalty 2347.571096 = -100638.074025
  nChanged 48
		SP:Iteration 5Q (92783.320000 sec): 3 clusters
  Score: Raw -103044.348659 + Penalty 2347.571096 = -100696.777563
  nChanged 42
		SP:Iteration 6Q (92783.350000 sec): 3 clusters
  Score: Raw -103090.769461 + Penalty 2347.571096 = -100743.198365
  nChanged 33
		SP:Iteration 7Q (92783.370000 sec): 3 clusters
  Score: Raw -103126.087578 + Penalty 2347.571096 = -100778.516482
  nChanged 31
		SP:Iteration 8Q (92783.400000 sec): 3 clusters
  Score: Raw -103158.842433 + Penalty 2347.571096 = -100811.271337
  nChanged 31
		SP:Iteration 9Q (92783.430000 sec): 3 clusters
  Score: Raw -103206.352616 + Penalty 2347.571096 = -100858.781521
  nChanged 33
		SP:Iteration 10Q (92783.450000 sec): 3 clusters
  Score: Raw -103244.875341 + Penalty 2347.571096 = -100897.304245
  nChanged 25
		SP:Iteration 11Q (92783.480000 sec): 3 clusters
  Score: Raw -103275.109121 + Penalty 2347.571096 = -100927.538025
  nChanged 27
		SP:Iteration 12Q (92783.500000 sec): 3 clusters
  Score: Raw -103300.582981 + Penalty 2347.571096 = -100953.011885
  nChanged 12
		SP:Iteration 13Q (92783.530000 sec): 3 clusters
  Score: Raw -103310.388276 + Penalty 2347.571096 = -100962.817180
  nChanged 8
		SP:Iteration 14Q (92783.560000 sec): 3 clusters
  Score: Raw -103319.018233 + Penalty 2347.571096 = -100971.447137
  nChanged 8
		SP:Iteration 15Q (92783.580000 sec): 3 clusters
  Score: Raw -103325.046660 + Penalty 2347.571096 = -100977.475564
  nChanged 5
		SP:Iteration 16Q (92783.610000 sec): 3 clusters
  Score: Raw -103331.159186 + Penalty 2347.571096 = -100983.588091
  nChanged 4
		SP:Iteration 17Q (92783.640000 sec): 3 clusters
  Score: Raw -103332.934795 + Penalty 2347.571096 = -100985.363699
  nChanged 2
		SP:Iteration 18Q (92783.660000 sec): 3 clusters
  Score: Raw -103334.621377 + Penalty 2347.571096 = -100987.050281
  nChanged 5
		SP:Iteration 19Q (92783.690000 sec): 3 clusters
  Score: Raw -103337.928684 + Penalty 2347.571096 = -100990.357588
  nChanged 5
		SP:Iteration 20F (92783.710000 sec): 3 clusters
  Score: Raw -103341.927135 + Penalty 2347.571096 = -100994.356039
  nChanged 4
		SP:Iteration 21Q (92783.740000 sec): 3 clusters
  Score: Raw -103347.932273 + Penalty 2347.571096 = -101000.361178
  nChanged 6
		SP:Iteration 22Q (92783.760000 sec): 3 clusters
  Score: Raw -103356.144051 + Penalty 2347.571096 = -101008.572955
  nChanged 6
		SP:Iteration 23Q (92783.790000 sec): 3 clusters
  Score: Raw -103363.390365 + Penalty 2347.571096 = -101015.819270
  nChanged 5
		SP:Iteration 24Q (92783.820000 sec): 3 clusters
  Score: Raw -103365.703266 + Penalty 2347.571096 = -101018.132170
  nChanged 3
		SP:Iteration 25Q (92783.840000 sec): 3 clusters
  Score: Raw -103369.478976 + Penalty 2347.571096 = -101021.907881
  nChanged 5
		SP:Iteration 26Q (92783.870000 sec): 3 clusters
  Score: Raw -103375.536775 + Penalty 2347.571096 = -101027.965679
  nChanged 4
		SP:Iteration 27Q (92783.900000 sec): 3 clusters
  Score: Raw -103379.054897 + Penalty 2347.571096 = -101031.483801
  nChanged 2
		SP:Iteration 28Q (92783.920000 sec): 3 clusters
  Score: Raw -103381.079933 + Penalty 2347.571096 = -101033.508837
  nChanged 2
		SP:Iteration 29Q (92783.950000 sec): 3 clusters
  Score: Raw -103382.347530 + Penalty 2347.571096 = -101034.776434
  nChanged 0
		SP:Iteration 30F (92783.980000 sec): 3 clusters
  Score: Raw -103382.347530 + Penalty 2347.571096 = -101034.776434
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 7 (3313 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (92784.040000 sec): 2 clusters
  Score: Raw -265811.762281 + Penalty 1317.161528 = -264494.600753
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (92784.110000 sec): 3 clusters
  Score: Raw -264324.405775 + Penalty 2634.323056 = -261690.082719
  nChanged 1261
		SP:Iteration 1F (92784.170000 sec): 3 clusters
  Score: Raw -265245.190741 + Penalty 2634.323056 = -262610.867685
  nChanged 290
		SP:Iteration 2F (92784.230000 sec): 3 clusters
  Score: Raw -265506.005121 + Penalty 2634.323056 = -262871.682066
  nChanged 191
		SP:Iteration 3F (92784.290000 sec): 3 clusters
  Score: Raw -265646.509213 + Penalty 2634.323056 = -263012.186157
  nChanged 152
		SP:Iteration 4Q (92784.360000 sec): 3 clusters
  Score: Raw -265749.181621 + Penalty 2634.323056 = -263114.858565
  nChanged 118
		SP:Iteration 5Q (92784.420000 sec): 3 clusters
  Score: Raw -265823.928850 + Penalty 2634.323056 = -263189.605794
  nChanged 102
		SP:Iteration 6Q (92784.480000 sec): 3 clusters
  Score: Raw -265878.638347 + Penalty 2634.323056 = -263244.315291
  nChanged 74
		SP:Iteration 7Q (92784.540000 sec): 3 clusters
  Score: Raw -265914.511999 + Penalty 2634.323056 = -263280.188943
  nChanged 71
		SP:Iteration 8Q (92784.600000 sec): 3 clusters
  Score: Raw -265947.515896 + Penalty 2634.323056 = -263313.192840
  nChanged 51
		SP:Iteration 9Q (92784.670000 sec): 3 clusters
  Score: Raw -265975.022204 + Penalty 2634.323056 = -263340.699148
  nChanged 50
		SP:Iteration 10Q (92784.730000 sec): 3 clusters
  Score: Raw -266005.483719 + Penalty 2634.323056 = -263371.160664
  nChanged 60
		SP:Iteration 11Q (92784.790000 sec): 3 clusters
  Score: Raw -266041.179442 + Penalty 2634.323056 = -263406.856386
  nChanged 52
		SP:Iteration 12Q (92784.860000 sec): 3 clusters
  Score: Raw -266077.144974 + Penalty 2634.323056 = -263442.821919
  nChanged 51
		SP:Iteration 13Q (92784.920000 sec): 3 clusters
  Score: Raw -266119.707654 + Penalty 2634.323056 = -263485.384599
  nChanged 50
		SP:Iteration 14Q (92784.980000 sec): 3 clusters
  Score: Raw -266157.875751 + Penalty 2634.323056 = -263523.552695
  nChanged 54
		SP:Iteration 15Q (92785.040000 sec): 3 clusters
  Score: Raw -266195.859844 + Penalty 2634.323056 = -263561.536788
  nChanged 46
		SP:Iteration 16Q (92785.100000 sec): 3 clusters
  Score: Raw -266224.460707 + Penalty 2634.323056 = -263590.137652
  nChanged 31
		SP:Iteration 17Q (92785.170000 sec): 3 clusters
  Score: Raw -266237.611562 + Penalty 2634.323056 = -263603.288506
  nChanged 17
		SP:Iteration 18Q (92785.230000 sec): 3 clusters
  Score: Raw -266245.778837 + Penalty 2634.323056 = -263611.455782
  nChanged 15
		SP:Iteration 19Q (92785.290000 sec): 3 clusters
  Score: Raw -266255.944311 + Penalty 2634.323056 = -263621.621256
  nChanged 14
		SP:Iteration 20F (92785.350000 sec): 3 clusters
  Score: Raw -266261.418942 + Penalty 2634.323056 = -263627.095886
  nChanged 10
		SP:Iteration 21Q (92785.420000 sec): 3 clusters
  Score: Raw -266266.842002 + Penalty 2634.323056 = -263632.518946
  nChanged 9
		SP:Iteration 22Q (92785.480000 sec): 3 clusters
  Score: Raw -266270.642912 + Penalty 2634.323056 = -263636.319856
  nChanged 7
		SP:Iteration 23Q (92785.540000 sec): 3 clusters
  Score: Raw -266274.125344 + Penalty 2634.323056 = -263639.802289
  nChanged 2
		SP:Iteration 24Q (92785.600000 sec): 3 clusters
  Score: Raw -266275.168349 + Penalty 2634.323056 = -263640.845293
  nChanged 6
		SP:Iteration 25Q (92785.660000 sec): 3 clusters
  Score: Raw -266277.239206 + Penalty 2634.323056 = -263642.916150
  nChanged 2
		SP:Iteration 26Q (92785.730000 sec): 3 clusters
  Score: Raw -266278.249756 + Penalty 2634.323056 = -263643.926700
  nChanged 2
		SP:Iteration 27Q (92785.790000 sec): 3 clusters
  Score: Raw -266279.243822 + Penalty 2634.323056 = -263644.920766
  nChanged 4
		SP:Iteration 28Q (92785.850000 sec): 3 clusters
  Score: Raw -266280.024039 + Penalty 2634.323056 = -263645.700983
  nChanged 2
		SP:Iteration 29Q (92785.920000 sec): 3 clusters
  Score: Raw -266280.635898 + Penalty 2634.323056 = -263646.312842
  nChanged 4
		SP:Iteration 30Q (92785.980000 sec): 3 clusters
  Score: Raw -266281.255842 + Penalty 2634.323056 = -263646.932786
  nChanged 1
		SP:Iteration 31Q (92786.040000 sec): 3 clusters
  Score: Raw -266281.676061 + Penalty 2634.323056 = -263647.353006
  nChanged 0
		SP:Iteration 32F (92786.100000 sec): 3 clusters
  Score: Raw -266281.676061 + Penalty 2634.323056 = -263647.353006
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 8 (7495 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (92786.220000 sec): 2 clusters
  Score: Raw -637059.930789 + Penalty 1449.823604 = -635610.107185
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (92786.360000 sec): 3 clusters
  Score: Raw -632963.669012 + Penalty 2899.647208 = -630064.021804
  nChanged 3189
		SP:Iteration 1F (92786.480000 sec): 3 clusters
  Score: Raw -634946.561720 + Penalty 2899.647208 = -632046.914511
  nChanged 626
		SP:Iteration 2F (92786.590000 sec): 3 clusters
  Score: Raw -635368.010778 + Penalty 2899.647208 = -632468.363570
  nChanged 526
		SP:Iteration 3F (92786.700000 sec): 3 clusters
  Score: Raw -635719.012430 + Penalty 2899.647208 = -632819.365221
  nChanged 448
		SP:Iteration 4F (92786.820000 sec): 3 clusters
  Score: Raw -636008.178340 + Penalty 2899.647208 = -633108.531132
  nChanged 367
		SP:Iteration 5Q (92786.930000 sec): 3 clusters
  Score: Raw -636283.719099 + Penalty 2899.647208 = -633384.071890
  nChanged 325
		SP:Iteration 6Q (92787.050000 sec): 3 clusters
  Score: Raw -636505.188167 + Penalty 2899.647208 = -633605.540959
  nChanged 264
		SP:Iteration 7Q (92787.160000 sec): 3 clusters
  Score: Raw -636645.472364 + Penalty 2899.647208 = -633745.825155
  nChanged 205
		SP:Iteration 8Q (92787.280000 sec): 3 clusters
  Score: Raw -636744.723941 + Penalty 2899.647208 = -633845.076732
  nChanged 163
		SP:Iteration 9Q (92787.400000 sec): 3 clusters
  Score: Raw -636811.682652 + Penalty 2899.647208 = -633912.035444
  nChanged 126
		SP:Iteration 10Q (92787.510000 sec): 3 clusters
  Score: Raw -636854.333254 + Penalty 2899.647208 = -633954.686045
  nChanged 111
		SP:Iteration 11Q (92787.630000 sec): 3 clusters
  Score: Raw -636888.839038 + Penalty 2899.647208 = -633989.191830
  nChanged 94
		SP:Iteration 12Q (92787.740000 sec): 3 clusters
  Score: Raw -636912.681819 + Penalty 2899.647208 = -634013.034611
  nChanged 74
		SP:Iteration 13Q (92787.860000 sec): 3 clusters
  Score: Raw -636930.932241 + Penalty 2899.647208 = -634031.285033
  nChanged 64
		SP:Iteration 14Q (92787.980000 sec): 3 clusters
  Score: Raw -636949.426626 + Penalty 2899.647208 = -634049.779418
  nChanged 49
		SP:Iteration 15Q (92788.090000 sec): 3 clusters
  Score: Raw -636963.384644 + Penalty 2899.647208 = -634063.737435
  nChanged 53
		SP:Iteration 16Q (92788.210000 sec): 3 clusters
  Score: Raw -636977.664408 + Penalty 2899.647208 = -634078.017200
  nChanged 54
		SP:Iteration 17Q (92788.320000 sec): 3 clusters
  Score: Raw -636994.107377 + Penalty 2899.647208 = -634094.460169
  nChanged 53
		SP:Iteration 18Q (92788.440000 sec): 3 clusters
  Score: Raw -637010.048958 + Penalty 2899.647208 = -634110.401749
  nChanged 52
		SP:Iteration 19Q (92788.550000 sec): 3 clusters
  Score: Raw -637030.737430 + Penalty 2899.647208 = -634131.090221
  nChanged 56
		SP:Iteration 20F (92788.670000 sec): 3 clusters
  Score: Raw -637048.970666 + Penalty 2899.647208 = -634149.323458
  nChanged 60
		SP:Iteration 21Q (92788.790000 sec): 3 clusters
  Score: Raw -637069.908489 + Penalty 2899.647208 = -634170.261281
  nChanged 54
		SP:Iteration 22Q (92788.910000 sec): 3 clusters
  Score: Raw -637090.477759 + Penalty 2899.647208 = -634190.830551
  nChanged 56
		SP:Iteration 23Q (92789.030000 sec): 3 clusters
  Score: Raw -637106.184503 + Penalty 2899.647208 = -634206.537294
  nChanged 42
		SP:Iteration 24Q (92789.160000 sec): 3 clusters
  Score: Raw -637117.409495 + Penalty 2899.647208 = -634217.762286
  nChanged 42
		SP:Iteration 25Q (92789.280000 sec): 3 clusters
  Score: Raw -637133.023592 + Penalty 2899.647208 = -634233.376384
  nChanged 51
		SP:Iteration 26Q (92789.410000 sec): 3 clusters
  Score: Raw -637150.375482 + Penalty 2899.647208 = -634250.728273
  nChanged 45
		SP:Iteration 27Q (92789.540000 sec): 3 clusters
  Score: Raw -637165.821577 + Penalty 2899.647208 = -634266.174369
  nChanged 48
		SP:Iteration 28Q (92789.670000 sec): 3 clusters
  Score: Raw -637183.394796 + Penalty 2899.647208 = -634283.747588
  nChanged 51
		SP:Iteration 29Q (92789.800000 sec): 3 clusters
  Score: Raw -637203.833373 + Penalty 2899.647208 = -634304.186164
  nChanged 61
		SP:Iteration 30Q (92789.930000 sec): 3 clusters
  Score: Raw -637227.180269 + Penalty 2899.647208 = -634327.533060
  nChanged 74
		SP:Iteration 31Q (92790.060000 sec): 3 clusters
  Score: Raw -637253.297066 + Penalty 2899.647208 = -634353.649857
  nChanged 82
		SP:Iteration 32Q (92790.190000 sec): 3 clusters
  Score: Raw -637284.132152 + Penalty 2899.647208 = -634384.484943
  nChanged 72
		SP:Iteration 33Q (92790.320000 sec): 3 clusters
  Score: Raw -637306.213745 + Penalty 2899.647208 = -634406.566537
  nChanged 52
		SP:Iteration 34Q (92790.440000 sec): 3 clusters
  Score: Raw -637323.108032 + Penalty 2899.647208 = -634423.460824
  nChanged 51
		SP:Iteration 35Q (92790.570000 sec): 3 clusters
  Score: Raw -637337.951027 + Penalty 2899.647208 = -634438.303819
  nChanged 44
		SP:Iteration 36Q (92790.700000 sec): 3 clusters
  Score: Raw -637351.296296 + Penalty 2899.647208 = -634451.649087
  nChanged 50
		SP:Iteration 37Q (92790.820000 sec): 3 clusters
  Score: Raw -637364.532820 + Penalty 2899.647208 = -634464.885612
  nChanged 47
		SP:Iteration 38Q (92790.950000 sec): 3 clusters
  Score: Raw -637377.402835 + Penalty 2899.647208 = -634477.755627
  nChanged 53
		SP:Iteration 39Q (92791.080000 sec): 3 clusters
  Score: Raw -637391.169432 + Penalty 2899.647208 = -634491.522224
  nChanged 45
		SP:Iteration 40F (92791.210000 sec): 3 clusters
  Score: Raw -637403.823161 + Penalty 2899.647208 = -634504.175953
  nChanged 34
		SP:Iteration 41Q (92791.340000 sec): 3 clusters
  Score: Raw -637411.184971 + Penalty 2899.647208 = -634511.537762
  nChanged 37
		SP:Iteration 42Q (92791.460000 sec): 3 clusters
  Score: Raw -637419.755636 + Penalty 2899.647208 = -634520.108428
  nChanged 34
		SP:Iteration 43Q (92791.590000 sec): 3 clusters
  Score: Raw -637427.747160 + Penalty 2899.647208 = -634528.099952
  nChanged 21
		SP:Iteration 44Q (92791.720000 sec): 3 clusters
  Score: Raw -637433.735571 + Penalty 2899.647208 = -634534.088363
  nChanged 29
		SP:Iteration 45Q (92791.850000 sec): 3 clusters
  Score: Raw -637441.525107 + Penalty 2899.647208 = -634541.877899
  nChanged 26
		SP:Iteration 46Q (92791.980000 sec): 3 clusters
  Score: Raw -637449.234964 + Penalty 2899.647208 = -634549.587755
  nChanged 34
		SP:Iteration 47Q (92792.100000 sec): 3 clusters
  Score: Raw -637458.391130 + Penalty 2899.647208 = -634558.743922
  nChanged 27
		SP:Iteration 48Q (92792.230000 sec): 3 clusters
  Score: Raw -637466.226798 + Penalty 2899.647208 = -634566.579589
  nChanged 24
		SP:Iteration 49Q (92792.360000 sec): 3 clusters
  Score: Raw -637473.020541 + Penalty 2899.647208 = -634573.373333
  nChanged 30
		SP:Iteration 50Q (92792.480000 sec): 3 clusters
  Score: Raw -637480.698405 + Penalty 2899.647208 = -634581.051197
  nChanged 25
		SP:Iteration 51Q (92792.610000 sec): 3 clusters
  Score: Raw -637486.397241 + Penalty 2899.647208 = -634586.750033
  nChanged 29
		SP:Iteration 52Q (92792.740000 sec): 3 clusters
  Score: Raw -637495.911990 + Penalty 2899.647208 = -634596.264782
  nChanged 37
		SP:Iteration 53Q (92792.860000 sec): 3 clusters
  Score: Raw -637507.257710 + Penalty 2899.647208 = -634607.610502
  nChanged 38
		SP:Iteration 54Q (92792.990000 sec): 3 clusters
  Score: Raw -637524.058586 + Penalty 2899.647208 = -634624.411378
  nChanged 56
		SP:Iteration 55Q (92793.120000 sec): 3 clusters
  Score: Raw -637551.545047 + Penalty 2899.647208 = -634651.897838
  nChanged 62
		SP:Iteration 56Q (92793.240000 sec): 3 clusters
  Score: Raw -637593.655350 + Penalty 2899.647208 = -634694.008142
  nChanged 78
		SP:Iteration 57Q (92793.360000 sec): 3 clusters
  Score: Raw -637706.990641 + Penalty 2899.647208 = -634807.343432
  nChanged 102
		SP:Iteration 58Q (92793.490000 sec): 3 clusters
  Score: Raw -637957.088499 + Penalty 2899.647208 = -635057.441291
  nChanged 115
		SP:Iteration 59Q (92793.620000 sec): 3 clusters
  Score: Raw -638152.534343 + Penalty 2899.647208 = -635252.887134
  nChanged 95
		SP:Iteration 60F (92793.740000 sec): 3 clusters
  Score: Raw -638259.601651 + Penalty 2899.647208 = -635359.954443
  nChanged 68
		SP:Iteration 61Q (92793.870000 sec): 3 clusters
  Score: Raw -638321.734203 + Penalty 2899.647208 = -635422.086995
  nChanged 49
		SP:Iteration 62Q (92793.990000 sec): 3 clusters
  Score: Raw -638349.397879 + Penalty 2899.647208 = -635449.750670
  nChanged 31
		SP:Iteration 63Q (92794.110000 sec): 3 clusters
  Score: Raw -638361.278738 + Penalty 2899.647208 = -635461.631530
  nChanged 16
		SP:Iteration 64Q (92794.240000 sec): 3 clusters
  Score: Raw -638365.466218 + Penalty 2899.647208 = -635465.819010
  nChanged 12
		SP:Iteration 65Q (92794.360000 sec): 3 clusters
  Score: Raw -638368.862597 + Penalty 2899.647208 = -635469.215389
  nChanged 8
		SP:Iteration 66Q (92794.480000 sec): 3 clusters
  Score: Raw -638370.375152 + Penalty 2899.647208 = -635470.727944
  nChanged 2
		SP:Iteration 67Q (92794.600000 sec): 3 clusters
  Score: Raw -638370.479226 + Penalty 2899.647208 = -635470.832017
  nChanged 0
		SP:Iteration 68F (92794.730000 sec): 3 clusters
  Score: Raw -638370.479226 + Penalty 2899.647208 = -635470.832017
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 9 (1757 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (92794.800000 sec): 2 clusters
  Score: Raw -157593.726893 + Penalty 1214.096502 = -156379.630392
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (92794.840000 sec): 3 clusters
  Score: Raw -156870.492802 + Penalty 2428.193004 = -154442.299799
  nChanged 596
		SP:Iteration 1F (92794.870000 sec): 3 clusters
  Score: Raw -157259.194753 + Penalty 2428.193004 = -154831.001749
  nChanged 130
		SP:Iteration 2F (92794.910000 sec): 3 clusters
  Score: Raw -157355.181597 + Penalty 2428.193004 = -154926.988593
  nChanged 88
		SP:Iteration 3F (92794.940000 sec): 3 clusters
  Score: Raw -157423.467299 + Penalty 2428.193004 = -154995.274295
  nChanged 69
		SP:Iteration 4Q (92794.980000 sec): 3 clusters
  Score: Raw -157461.194685 + Penalty 2428.193004 = -155033.001682
  nChanged 37
		SP:Iteration 5Q (92795.020000 sec): 3 clusters
  Score: Raw -157483.504943 + Penalty 2428.193004 = -155055.311939
  nChanged 23
		SP:Iteration 6Q (92795.050000 sec): 3 clusters
  Score: Raw -157496.229054 + Penalty 2428.193004 = -155068.036050
  nChanged 16
		SP:Iteration 7Q (92795.080000 sec): 3 clusters
  Score: Raw -157503.696764 + Penalty 2428.193004 = -155075.503760
  nChanged 11
		SP:Iteration 8Q (92795.120000 sec): 3 clusters
  Score: Raw -157511.308621 + Penalty 2428.193004 = -155083.115617
  nChanged 11
		SP:Iteration 9Q (92795.150000 sec): 3 clusters
  Score: Raw -157517.061606 + Penalty 2428.193004 = -155088.868602
  nChanged 11
		SP:Iteration 10Q (92795.190000 sec): 3 clusters
  Score: Raw -157525.194511 + Penalty 2428.193004 = -155097.001507
  nChanged 12
		SP:Iteration 11Q (92795.220000 sec): 3 clusters
  Score: Raw -157532.382443 + Penalty 2428.193004 = -155104.189439
  nChanged 13
		SP:Iteration 12Q (92795.260000 sec): 3 clusters
  Score: Raw -157539.242009 + Penalty 2428.193004 = -155111.049005
  nChanged 9
		SP:Iteration 13Q (92795.290000 sec): 3 clusters
  Score: Raw -157543.318792 + Penalty 2428.193004 = -155115.125788
  nChanged 6
		SP:Iteration 14Q (92795.320000 sec): 3 clusters
  Score: Raw -157547.387730 + Penalty 2428.193004 = -155119.194726
  nChanged 8
		SP:Iteration 15Q (92795.360000 sec): 3 clusters
  Score: Raw -157550.717610 + Penalty 2428.193004 = -155122.524607
  nChanged 3
		SP:Iteration 16Q (92795.390000 sec): 3 clusters
  Score: Raw -157551.516266 + Penalty 2428.193004 = -155123.323263
  nChanged 2
		SP:Iteration 17Q (92795.430000 sec): 3 clusters
  Score: Raw -157552.439919 + Penalty 2428.193004 = -155124.246915
  nChanged 1
		SP:Iteration 18Q (92795.460000 sec): 3 clusters
  Score: Raw -157552.837024 + Penalty 2428.193004 = -155124.644020
  nChanged 0
		SP:Iteration 19F (92795.500000 sec): 3 clusters
  Score: Raw -157552.837024 + Penalty 2428.193004 = -155124.644020
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 10 (18881 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (92795.700000 sec): 2 clusters
  Score: Raw -1546759.187961 + Penalty 1599.960603 = -1545159.227358
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (92795.990000 sec): 3 clusters
  Score: Raw -1535381.050888 + Penalty 3199.921206 = -1532181.129682
  nChanged 8601
		SP:Iteration 1F (92796.220000 sec): 3 clusters
  Score: Raw -1540550.724488 + Penalty 3199.921206 = -1537350.803282
  nChanged 1239
		SP:Iteration 2F (92796.480000 sec): 3 clusters
  Score: Raw -1541178.195140 + Penalty 3199.921206 = -1537978.273933
  nChanged 1162
		SP:Iteration 3F (92796.730000 sec): 3 clusters
  Score: Raw -1541775.953954 + Penalty 3199.921206 = -1538576.032748
  nChanged 1061
		SP:Iteration 4F (92796.980000 sec): 3 clusters
  Score: Raw -1542385.227045 + Penalty 3199.921206 = -1539185.305838
  nChanged 1054
		SP:Iteration 5F (92797.270000 sec): 3 clusters
  Score: Raw -1542975.335825 + Penalty 3199.921206 = -1539775.414618
  nChanged 922
		SP:Iteration 6Q (92797.520000 sec): 3 clusters
  Score: Raw -1543503.310459 + Penalty 3199.921206 = -1540303.389253
  nChanged 890
		SP:Iteration 7Q (92797.760000 sec): 3 clusters
  Score: Raw -1544039.134212 + Penalty 3199.921206 = -1540839.213005
  nChanged 823
		SP:Iteration 8Q (92798.010000 sec): 3 clusters
  Score: Raw -1544566.207642 + Penalty 3199.921206 = -1541366.286435
  nChanged 723
		SP:Iteration 9Q (92798.240000 sec): 3 clusters
  Score: Raw -1544969.154729 + Penalty 3199.921206 = -1541769.233522
  nChanged 569
		SP:Iteration 10Q (92798.530000 sec): 3 clusters
  Score: Raw -1545190.447085 + Penalty 3199.921206 = -1541990.525879
  nChanged 392
		SP:Iteration 11Q (92798.780000 sec): 3 clusters
  Score: Raw -1545315.445981 + Penalty 3199.921206 = -1542115.524775
  nChanged 269
		SP:Iteration 12Q (92799.010000 sec): 3 clusters
  Score: Raw -1545392.713319 + Penalty 3199.921206 = -1542192.792113
  nChanged 217
		SP:Iteration 13Q (92799.250000 sec): 3 clusters
  Score: Raw -1545456.288927 + Penalty 3199.921206 = -1542256.367721
  nChanged 202
		SP:Iteration 14Q (92799.480000 sec): 3 clusters
  Score: Raw -1545510.547389 + Penalty 3199.921206 = -1542310.626182
  nChanged 182
		SP:Iteration 15Q (92799.720000 sec): 3 clusters
  Score: Raw -1545548.263564 + Penalty 3199.921206 = -1542348.342358
  nChanged 160
		SP:Iteration 16Q (92799.980000 sec): 3 clusters
  Score: Raw -1545582.365093 + Penalty 3199.921206 = -1542382.443887
  nChanged 147
		SP:Iteration 17Q (92800.260000 sec): 3 clusters
  Score: Raw -1545615.449328 + Penalty 3199.921206 = -1542415.528122
  nChanged 141
		SP:Iteration 18Q (92800.500000 sec): 3 clusters
  Score: Raw -1545642.324387 + Penalty 3199.921206 = -1542442.403181
  nChanged 131
		SP:Iteration 19Q (92800.760000 sec): 3 clusters
  Score: Raw -1545663.147095 + Penalty 3199.921206 = -1542463.225889
  nChanged 106
		SP:Iteration 20F (92801.000000 sec): 3 clusters
  Score: Raw -1545679.138826 + Penalty 3199.921206 = -1542479.217620
  nChanged 95
		SP:Iteration 21Q (92801.230000 sec): 3 clusters
  Score: Raw -1545692.000741 + Penalty 3199.921206 = -1542492.079534
  nChanged 71
		SP:Iteration 22Q (92801.470000 sec): 3 clusters
  Score: Raw -1545700.357948 + Penalty 3199.921206 = -1542500.436741
  nChanged 51
		SP:Iteration 23Q (92801.730000 sec): 3 clusters
  Score: Raw -1545706.596753 + Penalty 3199.921206 = -1542506.675546
  nChanged 48
		SP:Iteration 24Q (92802.010000 sec): 3 clusters
  Score: Raw -1545711.868730 + Penalty 3199.921206 = -1542511.947523
  nChanged 49
		SP:Iteration 25Q (92802.250000 sec): 3 clusters
  Score: Raw -1545717.573368 + Penalty 3199.921206 = -1542517.652162
  nChanged 43
		SP:Iteration 26Q (92802.510000 sec): 3 clusters
  Score: Raw -1545721.935186 + Penalty 3199.921206 = -1542522.013979
  nChanged 35
		SP:Iteration 27Q (92802.750000 sec): 3 clusters
  Score: Raw -1545726.098577 + Penalty 3199.921206 = -1542526.177370
  nChanged 38
		SP:Iteration 28Q (92802.970000 sec): 3 clusters
  Score: Raw -1545730.126363 + Penalty 3199.921206 = -1542530.205156
  nChanged 34
		SP:Iteration 29Q (92803.220000 sec): 3 clusters
  Score: Raw -1545733.822855 + Penalty 3199.921206 = -1542533.901648
  nChanged 48
		SP:Iteration 30Q (92803.470000 sec): 3 clusters
  Score: Raw -1545741.009107 + Penalty 3199.921206 = -1542541.087901
  nChanged 54
		SP:Iteration 31Q (92803.750000 sec): 3 clusters
  Score: Raw -1545747.727920 + Penalty 3199.921206 = -1542547.806714
  nChanged 55
		SP:Iteration 32Q (92804.000000 sec): 3 clusters
  Score: Raw -1545754.188036 + Penalty 3199.921206 = -1542554.266829
  nChanged 51
		SP:Iteration 33Q (92804.250000 sec): 3 clusters
  Score: Raw -1545759.381124 + Penalty 3199.921206 = -1542559.459918
  nChanged 42
		SP:Iteration 34Q (92804.500000 sec): 3 clusters
  Score: Raw -1545763.929563 + Penalty 3199.921206 = -1542564.008357
  nChanged 47
		SP:Iteration 35Q (92804.720000 sec): 3 clusters
  Score: Raw -1545769.080843 + Penalty 3199.921206 = -1542569.159636
  nChanged 36
		SP:Iteration 36Q (92804.970000 sec): 3 clusters
  Score: Raw -1545773.072474 + Penalty 3199.921206 = -1542573.151267
  nChanged 42
		SP:Iteration 37Q (92805.220000 sec): 3 clusters
  Score: Raw -1545778.068519 + Penalty 3199.921206 = -1542578.147312
  nChanged 53
		SP:Iteration 38Q (92805.500000 sec): 3 clusters
  Score: Raw -1545785.949733 + Penalty 3199.921206 = -1542586.028526
  nChanged 64
		SP:Iteration 39Q (92805.730000 sec): 3 clusters
  Score: Raw -1545794.032171 + Penalty 3199.921206 = -1542594.110964
  nChanged 67
		SP:Iteration 40F (92805.990000 sec): 3 clusters
  Score: Raw -1545803.783954 + Penalty 3199.921206 = -1542603.862747
  nChanged 68
		SP:Iteration 41Q (92806.230000 sec): 3 clusters
  Score: Raw -1545814.955392 + Penalty 3199.921206 = -1542615.034185
  nChanged 62
		SP:Iteration 42Q (92806.490000 sec): 3 clusters
  Score: Raw -1545823.891286 + Penalty 3199.921206 = -1542623.970080
  nChanged 61
		SP:Iteration 43Q (92806.770000 sec): 3 clusters
  Score: Raw -1545832.371377 + Penalty 3199.921206 = -1542632.450171
  nChanged 57
		SP:Iteration 44Q (92807.010000 sec): 3 clusters
  Score: Raw -1545840.296157 + Penalty 3199.921206 = -1542640.374950
  nChanged 68
		SP:Iteration 45Q (92807.270000 sec): 3 clusters
  Score: Raw -1545850.395453 + Penalty 3199.921206 = -1542650.474247
  nChanged 61
		SP:Iteration 46Q (92807.510000 sec): 3 clusters
  Score: Raw -1545861.180327 + Penalty 3199.921206 = -1542661.259121
  nChanged 64
		SP:Iteration 47Q (92807.730000 sec): 3 clusters
  Score: Raw -1545870.863044 + Penalty 3199.921206 = -1542670.941838
  nChanged 72
		SP:Iteration 48Q (92807.970000 sec): 3 clusters
  Score: Raw -1545884.020148 + Penalty 3199.921206 = -1542684.098942
  nChanged 81
		SP:Iteration 49Q (92808.200000 sec): 3 clusters
  Score: Raw -1545897.299035 + Penalty 3199.921206 = -1542697.377829
  nChanged 77
		SP:Iteration 50Q (92808.440000 sec): 3 clusters
  Score: Raw -1545906.786574 + Penalty 3199.921206 = -1542706.865368
  nChanged 54
		SP:Iteration 51Q (92808.700000 sec): 3 clusters
  Score: Raw -1545912.752972 + Penalty 3199.921206 = -1542712.831765
  nChanged 46
		SP:Iteration 52Q (92808.940000 sec): 3 clusters
  Score: Raw -1545919.092347 + Penalty 3199.921206 = -1542719.171141
  nChanged 60
		SP:Iteration 53Q (92809.170000 sec): 3 clusters
  Score: Raw -1545926.289138 + Penalty 3199.921206 = -1542726.367932
  nChanged 53
		SP:Iteration 54Q (92809.410000 sec): 3 clusters
  Score: Raw -1545933.180287 + Penalty 3199.921206 = -1542733.259081
  nChanged 52
		SP:Iteration 55Q (92809.630000 sec): 3 clusters
  Score: Raw -1545941.182636 + Penalty 3199.921206 = -1542741.261430
  nChanged 72
		SP:Iteration 56Q (92809.870000 sec): 3 clusters
  Score: Raw -1545952.352196 + Penalty 3199.921206 = -1542752.430990
  nChanged 61
		SP:Iteration 57Q (92810.130000 sec): 3 clusters
  Score: Raw -1545962.951698 + Penalty 3199.921206 = -1542763.030492
  nChanged 75
		SP:Iteration 58Q (92810.370000 sec): 3 clusters
  Score: Raw -1545974.417924 + Penalty 3199.921206 = -1542774.496718
  nChanged 79
		SP:Iteration 59Q (92810.590000 sec): 3 clusters
  Score: Raw -1545988.884309 + Penalty 3199.921206 = -1542788.963103
  nChanged 89
		SP:Iteration 60F (92810.830000 sec): 3 clusters
  Score: Raw -1546005.363712 + Penalty 3199.921206 = -1542805.442506
  nChanged 93
		SP:Iteration 61Q (92811.080000 sec): 3 clusters
  Score: Raw -1546021.823224 + Penalty 3199.921206 = -1542821.902017
  nChanged 78
		SP:Iteration 62Q (92811.320000 sec): 3 clusters
  Score: Raw -1546035.211900 + Penalty 3199.921206 = -1542835.290694
  nChanged 79
		SP:Iteration 63Q (92811.540000 sec): 3 clusters
  Score: Raw -1546047.137370 + Penalty 3199.921206 = -1542847.216164
  nChanged 86
		SP:Iteration 64Q (92811.780000 sec): 3 clusters
  Score: Raw -1546062.193640 + Penalty 3199.921206 = -1542862.272434
  nChanged 82
		SP:Iteration 65Q (92812.030000 sec): 3 clusters
  Score: Raw -1546077.637826 + Penalty 3199.921206 = -1542877.716620
  nChanged 89
		SP:Iteration 66Q (92812.270000 sec): 3 clusters
  Score: Raw -1546094.167200 + Penalty 3199.921206 = -1542894.245994
  nChanged 103
		SP:Iteration 67Q (92812.490000 sec): 3 clusters
  Score: Raw -1546116.333231 + Penalty 3199.921206 = -1542916.412024
  nChanged 106
		SP:Iteration 68Q (92812.730000 sec): 3 clusters
  Score: Raw -1546137.845063 + Penalty 3199.921206 = -1542937.923856
  nChanged 117
		SP:Iteration 69Q (92812.990000 sec): 3 clusters
  Score: Raw -1546169.582566 + Penalty 3199.921206 = -1542969.661360
  nChanged 128
		SP:Iteration 70Q (92813.220000 sec): 3 clusters
  Score: Raw -1546199.149684 + Penalty 3199.921206 = -1542999.228478
  nChanged 103
		SP:Iteration 71Q (92813.470000 sec): 3 clusters
  Score: Raw -1546219.343145 + Penalty 3199.921206 = -1543019.421938
  nChanged 101
		SP:Iteration 72Q (92813.710000 sec): 3 clusters
  Score: Raw -1546238.573193 + Penalty 3199.921206 = -1543038.651987
  nChanged 86
		SP:Iteration 73Q (92813.930000 sec): 3 clusters
  Score: Raw -1546253.598239 + Penalty 3199.921206 = -1543053.677033
  nChanged 81
		SP:Iteration 74Q (92814.160000 sec): 3 clusters
  Score: Raw -1546267.792305 + Penalty 3199.921206 = -1543067.871099
  nChanged 84
		SP:Iteration 75Q (92814.440000 sec): 3 clusters
  Score: Raw -1546282.297184 + Penalty 3199.921206 = -1543082.375978
  nChanged 71
		SP:Iteration 76Q (92814.670000 sec): 3 clusters
  Score: Raw -1546294.777537 + Penalty 3199.921206 = -1543094.856330
  nChanged 77
		SP:Iteration 77Q (92814.890000 sec): 3 clusters
  Score: Raw -1546309.109569 + Penalty 3199.921206 = -1543109.188363
  nChanged 84
		SP:Iteration 78Q (92815.120000 sec): 3 clusters
  Score: Raw -1546326.578311 + Penalty 3199.921206 = -1543126.657104
  nChanged 88
		SP:Iteration 79Q (92815.340000 sec): 3 clusters
  Score: Raw -1546342.230838 + Penalty 3199.921206 = -1543142.309632
  nChanged 76
		SP:Iteration 80F (92815.580000 sec): 3 clusters
  Score: Raw -1546357.737462 + Penalty 3199.921206 = -1543157.816255
  nChanged 79
		SP:Iteration 81Q (92815.830000 sec): 3 clusters
  Score: Raw -1546375.159207 + Penalty 3199.921206 = -1543175.238000
  nChanged 81
		SP:Iteration 82Q (92816.050000 sec): 3 clusters
  Score: Raw -1546393.073502 + Penalty 3199.921206 = -1543193.152296
  nChanged 79
		SP:Iteration 83Q (92816.300000 sec): 3 clusters
  Score: Raw -1546410.612422 + Penalty 3199.921206 = -1543210.691216
  nChanged 79
		SP:Iteration 84Q (92816.530000 sec): 3 clusters
  Score: Raw -1546428.564446 + Penalty 3199.921206 = -1543228.643240
  nChanged 70
		SP:Iteration 85Q (92816.790000 sec): 3 clusters
  Score: Raw -1546442.848422 + Penalty 3199.921206 = -1543242.927216
  nChanged 69
		SP:Iteration 86Q (92817.010000 sec): 3 clusters
  Score: Raw -1546457.087874 + Penalty 3199.921206 = -1543257.166667
  nChanged 84
		SP:Iteration 87Q (92817.270000 sec): 3 clusters
  Score: Raw -1546477.087689 + Penalty 3199.921206 = -1543277.166482
  nChanged 90
		SP:Iteration 88Q (92817.480000 sec): 3 clusters
  Score: Raw -1546502.131155 + Penalty 3199.921206 = -1543302.209949
  nChanged 103
		SP:Iteration 89Q (92817.730000 sec): 3 clusters
  Score: Raw -1546536.463920 + Penalty 3199.921206 = -1543336.542714
  nChanged 113
		SP:Iteration 90Q (92817.950000 sec): 3 clusters
  Score: Raw -1546573.460847 + Penalty 3199.921206 = -1543373.539641
  nChanged 116
		SP:Iteration 91Q (92818.220000 sec): 3 clusters
  Score: Raw -1546613.241474 + Penalty 3199.921206 = -1543413.320267
  nChanged 131
		SP:Iteration 92Q (92818.430000 sec): 3 clusters
  Score: Raw -1546664.345204 + Penalty 3199.921206 = -1543464.423997
  nChanged 144
		SP:Iteration 93Q (92818.700000 sec): 3 clusters
  Score: Raw -1546724.337891 + Penalty 3199.921206 = -1543524.416684
  nChanged 153
		SP:Iteration 94Q (92818.930000 sec): 3 clusters
  Score: Raw -1546795.330236 + Penalty 3199.921206 = -1543595.409029
  nChanged 153
		SP:Iteration 95Q (92819.180000 sec): 3 clusters
  Score: Raw -1546858.981165 + Penalty 3199.921206 = -1543659.059958
  nChanged 157
		SP:Iteration 96Q (92819.400000 sec): 3 clusters
  Score: Raw -1546915.038456 + Penalty 3199.921206 = -1543715.117250
  nChanged 147
		SP:Iteration 97Q (92819.660000 sec): 3 clusters
  Score: Raw -1546962.489585 + Penalty 3199.921206 = -1543762.568379
  nChanged 130
		SP:Iteration 98Q (92819.870000 sec): 3 clusters
  Score: Raw -1547002.279071 + Penalty 3199.921206 = -1543802.357865
  nChanged 113
		SP:Iteration 99Q (92820.140000 sec): 3 clusters
  Score: Raw -1547036.939338 + Penalty 3199.921206 = -1543837.018132
  nChanged 98
		SP:Iteration 100F (92820.360000 sec): 3 clusters
  Score: Raw -1547067.257261 + Penalty 3199.921206 = -1543867.336054
  nChanged 86
		SP:Iteration 101Q (92820.600000 sec): 3 clusters
  Score: Raw -1547090.682841 + Penalty 3199.921206 = -1543890.761635
  nChanged 86
		SP:Iteration 102Q (92820.810000 sec): 3 clusters
  Score: Raw -1547115.414088 + Penalty 3199.921206 = -1543915.492881
  nChanged 80
		SP:Iteration 103Q (92821.040000 sec): 3 clusters
  Score: Raw -1547140.229336 + Penalty 3199.921206 = -1543940.308129
  nChanged 86
		SP:Iteration 104Q (92821.280000 sec): 3 clusters
  Score: Raw -1547165.474698 + Penalty 3199.921206 = -1543965.553492
  nChanged 67
		SP:Iteration 105Q (92821.500000 sec): 3 clusters
  Score: Raw -1547182.864927 + Penalty 3199.921206 = -1543982.943721
  nChanged 59
		SP:Iteration 106Q (92821.750000 sec): 3 clusters
  Score: Raw -1547199.292992 + Penalty 3199.921206 = -1543999.371785
  nChanged 53
		SP:Iteration 107Q (92821.970000 sec): 3 clusters
  Score: Raw -1547215.175501 + Penalty 3199.921206 = -1544015.254295
  nChanged 57
		SP:Iteration 108Q (92822.220000 sec): 3 clusters
  Score: Raw -1547232.427083 + Penalty 3199.921206 = -1544032.505876
  nChanged 48
		SP:Iteration 109Q (92822.430000 sec): 3 clusters
  Score: Raw -1547247.030231 + Penalty 3199.921206 = -1544047.109024
  nChanged 59
		SP:Iteration 110Q (92822.650000 sec): 3 clusters
  Score: Raw -1547265.591816 + Penalty 3199.921206 = -1544065.670609
  nChanged 50
		SP:Iteration 111Q (92822.890000 sec): 3 clusters
  Score: Raw -1547279.873269 + Penalty 3199.921206 = -1544079.952063
  nChanged 46
		SP:Iteration 112Q (92823.110000 sec): 3 clusters
  Score: Raw -1547292.972480 + Penalty 3199.921206 = -1544093.051273
  nChanged 37
		SP:Iteration 113Q (92823.360000 sec): 3 clusters
  Score: Raw -1547303.196122 + Penalty 3199.921206 = -1544103.274915
  nChanged 36
		SP:Iteration 114Q (92823.570000 sec): 3 clusters
  Score: Raw -1547312.207762 + Penalty 3199.921206 = -1544112.286556
  nChanged 25
		SP:Iteration 115Q (92823.790000 sec): 3 clusters
  Score: Raw -1547317.935276 + Penalty 3199.921206 = -1544118.014070
  nChanged 21
		SP:Iteration 116Q (92824.030000 sec): 3 clusters
  Score: Raw -1547323.049389 + Penalty 3199.921206 = -1544123.128183
  nChanged 22
		SP:Iteration 117Q (92824.250000 sec): 3 clusters
  Score: Raw -1547327.355350 + Penalty 3199.921206 = -1544127.434144
  nChanged 10
		SP:Iteration 118Q (92824.500000 sec): 3 clusters
  Score: Raw -1547329.015157 + Penalty 3199.921206 = -1544129.093951
  nChanged 8
		SP:Iteration 119Q (92824.710000 sec): 3 clusters
  Score: Raw -1547330.408741 + Penalty 3199.921206 = -1544130.487535
  nChanged 8
		SP:Iteration 120F (92824.950000 sec): 3 clusters
  Score: Raw -1547331.635226 + Penalty 3199.921206 = -1544131.714019
  nChanged 8
		SP:Iteration 121Q (92825.180000 sec): 3 clusters
  Score: Raw -1547332.718287 + Penalty 3199.921206 = -1544132.797081
  nChanged 4
		SP:Iteration 122Q (92825.400000 sec): 3 clusters
  Score: Raw -1547333.305417 + Penalty 3199.921206 = -1544133.384210
  nChanged 5
		SP:Iteration 123Q (92825.650000 sec): 3 clusters
  Score: Raw -1547334.125720 + Penalty 3199.921206 = -1544134.204513
  nChanged 6
		SP:Iteration 124Q (92825.860000 sec): 3 clusters
  Score: Raw -1547336.532425 + Penalty 3199.921206 = -1544136.611219
  nChanged 8
		SP:Iteration 125Q (92826.120000 sec): 3 clusters
  Score: Raw -1547338.866950 + Penalty 3199.921206 = -1544138.945744
  nChanged 6
		SP:Iteration 126Q (92826.320000 sec): 3 clusters
  Score: Raw -1547340.492952 + Penalty 3199.921206 = -1544140.571745
  nChanged 7
		SP:Iteration 127Q (92826.550000 sec): 3 clusters
  Score: Raw -1547341.863742 + Penalty 3199.921206 = -1544141.942535
  nChanged 8
		SP:Iteration 128Q (92826.790000 sec): 3 clusters
  Score: Raw -1547343.873197 + Penalty 3199.921206 = -1544143.951990
  nChanged 11
		SP:Iteration 129Q (92827.010000 sec): 3 clusters
  Score: Raw -1547347.154210 + Penalty 3199.921206 = -1544147.233004
  nChanged 16
		SP:Iteration 130Q (92827.260000 sec): 3 clusters
  Score: Raw -1547350.709664 + Penalty 3199.921206 = -1544150.788458
  nChanged 15
		SP:Iteration 131Q (92827.460000 sec): 3 clusters
  Score: Raw -1547355.581748 + Penalty 3199.921206 = -1544155.660542
  nChanged 17
		SP:Iteration 132Q (92827.730000 sec): 3 clusters
  Score: Raw -1547360.672705 + Penalty 3199.921206 = -1544160.751499
  nChanged 20
		SP:Iteration 133Q (92827.930000 sec): 3 clusters
  Score: Raw -1547366.509585 + Penalty 3199.921206 = -1544166.588379
  nChanged 19
		SP:Iteration 134Q (92828.160000 sec): 3 clusters
  Score: Raw -1547373.083827 + Penalty 3199.921206 = -1544173.162621
  nChanged 26
		SP:Iteration 135Q (92828.400000 sec): 3 clusters
  Score: Raw -1547385.042377 + Penalty 3199.921206 = -1544185.121171
  nChanged 36
		SP:Iteration 136Q (92828.610000 sec): 3 clusters
  Score: Raw -1547403.767510 + Penalty 3199.921206 = -1544203.846303
  nChanged 42
		SP:Iteration 137Q (92828.860000 sec): 3 clusters
  Score: Raw -1547429.726798 + Penalty 3199.921206 = -1544229.805591
  nChanged 53
		SP:Iteration 138Q (92829.060000 sec): 3 clusters
  Score: Raw -1547467.201887 + Penalty 3199.921206 = -1544267.280681
  nChanged 55
		SP:Iteration 139Q (92829.290000 sec): 3 clusters
  Score: Raw -1547517.066317 + Penalty 3199.921206 = -1544317.145110
  nChanged 66
		SP:Iteration 140F (92829.550000 sec): 3 clusters
  Score: Raw -1547586.985735 + Penalty 3199.921206 = -1544387.064528
  nChanged 61
		SP:Iteration 141Q (92829.770000 sec): 3 clusters
  Score: Raw -1547654.428063 + Penalty 3199.921206 = -1544454.506857
  nChanged 51
		SP:Iteration 142Q (92830.010000 sec): 3 clusters
  Score: Raw -1547695.230846 + Penalty 3199.921206 = -1544495.309640
  nChanged 43
		SP:Iteration 143Q (92830.220000 sec): 3 clusters
  Score: Raw -1547712.480898 + Penalty 3199.921206 = -1544512.559692
  nChanged 28
		SP:Iteration 144Q (92830.470000 sec): 3 clusters
  Score: Raw -1547721.796466 + Penalty 3199.921206 = -1544521.875260
  nChanged 22
		SP:Iteration 145Q (92830.680000 sec): 3 clusters
  Score: Raw -1547727.231299 + Penalty 3199.921206 = -1544527.310093
  nChanged 9
		SP:Iteration 146Q (92830.900000 sec): 3 clusters
  Score: Raw -1547729.687170 + Penalty 3199.921206 = -1544529.765963
  nChanged 8
		SP:Iteration 147Q (92831.140000 sec): 3 clusters
  Score: Raw -1547731.611842 + Penalty 3199.921206 = -1544531.690635
  nChanged 10
		SP:Iteration 148Q (92831.340000 sec): 3 clusters
  Score: Raw -1547735.395983 + Penalty 3199.921206 = -1544535.474777
  nChanged 6
		SP:Iteration 149Q (92831.570000 sec): 3 clusters
  Score: Raw -1547738.014032 + Penalty 3199.921206 = -1544538.092825
  nChanged 4
		SP:Iteration 150Q (92831.810000 sec): 3 clusters
  Score: Raw -1547738.978135 + Penalty 3199.921206 = -1544539.056928
  nChanged 5
		SP:Iteration 151Q (92832.020000 sec): 3 clusters
  Score: Raw -1547740.546913 + Penalty 3199.921206 = -1544540.625707
  nChanged 6
		SP:Iteration 152Q (92832.270000 sec): 3 clusters
  Score: Raw -1547742.027941 + Penalty 3199.921206 = -1544542.106734
  nChanged 3
		SP:Iteration 153Q (92832.470000 sec): 3 clusters
  Score: Raw -1547743.730619 + Penalty 3199.921206 = -1544543.809413
  nChanged 8
		SP:Iteration 154Q (92832.690000 sec): 3 clusters
  Score: Raw -1547746.136430 + Penalty 3199.921206 = -1544546.215223
  nChanged 7
		SP:Iteration 155Q (92832.940000 sec): 3 clusters
  Score: Raw -1547747.890937 + Penalty 3199.921206 = -1544547.969731
  nChanged 4
		SP:Iteration 156Q (92833.140000 sec): 3 clusters
  Score: Raw -1547749.363258 + Penalty 3199.921206 = -1544549.442052
  nChanged 4
		SP:Iteration 157Q (92833.360000 sec): 3 clusters
  Score: Raw -1547750.397439 + Penalty 3199.921206 = -1544550.476233
  nChanged 4
		SP:Iteration 158Q (92833.600000 sec): 3 clusters
  Score: Raw -1547751.309624 + Penalty 3199.921206 = -1544551.388418
  nChanged 5
		SP:Iteration 159Q (92833.820000 sec): 3 clusters
  Score: Raw -1547752.401629 + Penalty 3199.921206 = -1544552.480423
  nChanged 2
		SP:Iteration 160F (92834.080000 sec): 3 clusters
  Score: Raw -1547752.650383 + Penalty 3199.921206 = -1544552.729176
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 11 (1638 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (92834.140000 sec): 2 clusters
  Score: Raw -138743.520920 + Penalty 1202.700080 = -137540.820840
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (92834.180000 sec): 3 clusters
  Score: Raw -138111.383345 + Penalty 2405.400161 = -135705.983184
  nChanged 552
		SP:Iteration 1F (92834.210000 sec): 3 clusters
  Score: Raw -138547.546213 + Penalty 2405.400161 = -136142.146052
  nChanged 143
		SP:Iteration 2F (92834.240000 sec): 3 clusters
  Score: Raw -138680.587762 + Penalty 2405.400161 = -136275.187601
  nChanged 85
		SP:Iteration 3F (92834.280000 sec): 3 clusters
  Score: Raw -138815.553330 + Penalty 2405.400161 = -136410.153169
  nChanged 94
		SP:Iteration 4F (92834.310000 sec): 3 clusters
  Score: Raw -138959.844510 + Penalty 2405.400161 = -136554.444349
  nChanged 86
		SP:Iteration 5F (92834.340000 sec): 3 clusters
  Score: Raw -139076.004341 + Penalty 2405.400161 = -136670.604180
  nChanged 79
		SP:Iteration 6Q (92834.370000 sec): 3 clusters
  Score: Raw -139207.048860 + Penalty 2405.400161 = -136801.648699
  nChanged 89
		SP:Iteration 7F (92834.400000 sec): 3 clusters
  Score: Raw -139360.954782 + Penalty 2405.400161 = -136955.554621
  nChanged 63
		SP:Iteration 8Q (92834.430000 sec): 3 clusters
  Score: Raw -139455.330543 + Penalty 2405.400161 = -137049.930382
  nChanged 42
		SP:Iteration 9Q (92834.460000 sec): 3 clusters
  Score: Raw -139501.209925 + Penalty 2405.400161 = -137095.809764
  nChanged 29
		SP:Iteration 10Q (92834.490000 sec): 3 clusters
  Score: Raw -139534.593843 + Penalty 2405.400161 = -137129.193682
  nChanged 20
		SP:Iteration 11Q (92834.520000 sec): 3 clusters
  Score: Raw -139547.958137 + Penalty 2405.400161 = -137142.557976
  nChanged 10
		SP:Iteration 12Q (92834.550000 sec): 3 clusters
  Score: Raw -139556.794266 + Penalty 2405.400161 = -137151.394105
  nChanged 6
		SP:Iteration 13Q (92834.580000 sec): 3 clusters
  Score: Raw -139565.283005 + Penalty 2405.400161 = -137159.882844
  nChanged 9
		SP:Iteration 14Q (92834.610000 sec): 3 clusters
  Score: Raw -139572.082133 + Penalty 2405.400161 = -137166.681972
  nChanged 5
		SP:Iteration 15Q (92834.640000 sec): 3 clusters
  Score: Raw -139577.787966 + Penalty 2405.400161 = -137172.387805
  nChanged 8
		SP:Iteration 16Q (92834.670000 sec): 3 clusters
  Score: Raw -139581.634113 + Penalty 2405.400161 = -137176.233952
  nChanged 7
		SP:Iteration 17Q (92834.700000 sec): 3 clusters
  Score: Raw -139586.422655 + Penalty 2405.400161 = -137181.022494
  nChanged 6
		SP:Iteration 18Q (92834.730000 sec): 3 clusters
  Score: Raw -139590.661169 + Penalty 2405.400161 = -137185.261008
  nChanged 4
		SP:Iteration 19Q (92834.760000 sec): 3 clusters
  Score: Raw -139594.105239 + Penalty 2405.400161 = -137188.705078
  nChanged 4
		SP:Iteration 20F (92834.790000 sec): 3 clusters
  Score: Raw -139599.229400 + Penalty 2405.400161 = -137193.829239
  nChanged 6
		SP:Iteration 21Q (92834.820000 sec): 3 clusters
  Score: Raw -139602.945697 + Penalty 2405.400161 = -137197.545536
  nChanged 4
		SP:Iteration 22Q (92834.850000 sec): 3 clusters
  Score: Raw -139605.842081 + Penalty 2405.400161 = -137200.441921
  nChanged 2
		SP:Iteration 23Q (92834.880000 sec): 3 clusters
  Score: Raw -139606.567701 + Penalty 2405.400161 = -137201.167540
  nChanged 2
		SP:Iteration 24Q (92834.910000 sec): 3 clusters
  Score: Raw -139607.235341 + Penalty 2405.400161 = -137201.835180
  nChanged 0
		SP:Iteration 25F (92834.940000 sec): 3 clusters
  Score: Raw -139607.235341 + Penalty 2405.400161 = -137201.835180
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 12 (10768 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (92835.080000 sec): 2 clusters
  Score: Raw -956137.576678 + Penalty 1508.704283 = -954628.872394
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (92835.230000 sec): 3 clusters
  Score: Raw -950018.309814 + Penalty 3017.408567 = -947000.901247
  nChanged 4757
		SP:Iteration 1F (92835.400000 sec): 3 clusters
  Score: Raw -952654.020820 + Penalty 3017.408567 = -949636.612253
  nChanged 684
		SP:Iteration 2F (92835.540000 sec): 3 clusters
  Score: Raw -953010.289193 + Penalty 3017.408567 = -949992.880626
  nChanged 691
		SP:Iteration 3F (92835.720000 sec): 3 clusters
  Score: Raw -953460.774276 + Penalty 3017.408567 = -950443.365709
  nChanged 775
		SP:Iteration 4F (92835.880000 sec): 3 clusters
  Score: Raw -954113.436482 + Penalty 3017.408567 = -951096.027915
  nChanged 806
		SP:Iteration 5F (92836.040000 sec): 3 clusters
  Score: Raw -954855.187110 + Penalty 3017.408567 = -951837.778543
  nChanged 769
		SP:Iteration 6F (92836.220000 sec): 3 clusters
  Score: Raw -955499.219649 + Penalty 3017.408567 = -952481.811082
  nChanged 606
		SP:Iteration 7F (92836.370000 sec): 3 clusters
  Score: Raw -955885.449125 + Penalty 3017.408567 = -952868.040558
  nChanged 406
		SP:Iteration 8Q (92836.560000 sec): 3 clusters
  Score: Raw -956089.867032 + Penalty 3017.408567 = -953072.458466
  nChanged 287
		SP:Iteration 9Q (92836.720000 sec): 3 clusters
  Score: Raw -956204.520874 + Penalty 3017.408567 = -953187.112307
  nChanged 217
		SP:Iteration 10Q (92836.900000 sec): 3 clusters
  Score: Raw -956276.962149 + Penalty 3017.408567 = -953259.553582
  nChanged 174
		SP:Iteration 11Q (92837.060000 sec): 3 clusters
  Score: Raw -956332.210397 + Penalty 3017.408567 = -953314.801830
  nChanged 125
		SP:Iteration 12Q (92837.230000 sec): 3 clusters
  Score: Raw -956364.767109 + Penalty 3017.408567 = -953347.358542
  nChanged 104
		SP:Iteration 13Q (92837.400000 sec): 3 clusters
  Score: Raw -956390.330101 + Penalty 3017.408567 = -953372.921535
  nChanged 90
		SP:Iteration 14Q (92837.570000 sec): 3 clusters
  Score: Raw -956411.724759 + Penalty 3017.408567 = -953394.316192
  nChanged 93
		SP:Iteration 15Q (92837.740000 sec): 3 clusters
  Score: Raw -956432.918333 + Penalty 3017.408567 = -953415.509766
  nChanged 98
		SP:Iteration 16Q (92837.900000 sec): 3 clusters
  Score: Raw -956453.043615 + Penalty 3017.408567 = -953435.635048
  nChanged 78
		SP:Iteration 17Q (92838.100000 sec): 3 clusters
  Score: Raw -956469.407557 + Penalty 3017.408567 = -953451.998990
  nChanged 76
		SP:Iteration 18Q (92838.260000 sec): 3 clusters
  Score: Raw -956483.426174 + Penalty 3017.408567 = -953466.017608
  nChanged 73
		SP:Iteration 19Q (92838.420000 sec): 3 clusters
  Score: Raw -956496.802850 + Penalty 3017.408567 = -953479.394283
  nChanged 60
		SP:Iteration 20F (92838.570000 sec): 3 clusters
  Score: Raw -956507.643937 + Penalty 3017.408567 = -953490.235370
  nChanged 63
		SP:Iteration 21Q (92838.760000 sec): 3 clusters
  Score: Raw -956520.465023 + Penalty 3017.408567 = -953503.056456
  nChanged 72
		SP:Iteration 22Q (92838.920000 sec): 3 clusters
  Score: Raw -956533.807693 + Penalty 3017.408567 = -953516.399126
  nChanged 84
		SP:Iteration 23Q (92839.100000 sec): 3 clusters
  Score: Raw -956551.576258 + Penalty 3017.408567 = -953534.167691
  nChanged 90
		SP:Iteration 24Q (92839.260000 sec): 3 clusters
  Score: Raw -956571.613520 + Penalty 3017.408567 = -953554.204953
  nChanged 97
		SP:Iteration 25Q (92839.430000 sec): 3 clusters
  Score: Raw -956593.622166 + Penalty 3017.408567 = -953576.213600
  nChanged 98
		SP:Iteration 26Q (92839.600000 sec): 3 clusters
  Score: Raw -956614.446612 + Penalty 3017.408567 = -953597.038045
  nChanged 91
		SP:Iteration 27Q (92839.760000 sec): 3 clusters
  Score: Raw -956632.342072 + Penalty 3017.408567 = -953614.933505
  nChanged 85
		SP:Iteration 28Q (92839.940000 sec): 3 clusters
  Score: Raw -956649.929659 + Penalty 3017.408567 = -953632.521092
  nChanged 84
		SP:Iteration 29Q (92840.090000 sec): 3 clusters
  Score: Raw -956667.606452 + Penalty 3017.408567 = -953650.197885
  nChanged 95
		SP:Iteration 30Q (92840.270000 sec): 3 clusters
  Score: Raw -956686.518868 + Penalty 3017.408567 = -953669.110302
  nChanged 87
		SP:Iteration 31Q (92840.430000 sec): 3 clusters
  Score: Raw -956703.482212 + Penalty 3017.408567 = -953686.073645
  nChanged 83
		SP:Iteration 32Q (92840.600000 sec): 3 clusters
  Score: Raw -956723.668691 + Penalty 3017.408567 = -953706.260124
  nChanged 99
		SP:Iteration 33Q (92840.760000 sec): 3 clusters
  Score: Raw -956750.735399 + Penalty 3017.408567 = -953733.326832
  nChanged 115
		SP:Iteration 34Q (92840.930000 sec): 3 clusters
  Score: Raw -956778.763062 + Penalty 3017.408567 = -953761.354495
  nChanged 118
		SP:Iteration 35Q (92841.120000 sec): 3 clusters
  Score: Raw -956806.046957 + Penalty 3017.408567 = -953788.638390
  nChanged 107
		SP:Iteration 36Q (92841.280000 sec): 3 clusters
  Score: Raw -956831.775638 + Penalty 3017.408567 = -953814.367071
  nChanged 123
		SP:Iteration 37Q (92841.440000 sec): 3 clusters
  Score: Raw -956860.495648 + Penalty 3017.408567 = -953843.087081
  nChanged 105
		SP:Iteration 38Q (92841.580000 sec): 3 clusters
  Score: Raw -956884.871609 + Penalty 3017.408567 = -953867.463042
  nChanged 109
		SP:Iteration 39Q (92841.760000 sec): 3 clusters
  Score: Raw -956915.342079 + Penalty 3017.408567 = -953897.933512
  nChanged 125
		SP:Iteration 40F (92841.920000 sec): 3 clusters
  Score: Raw -956950.013025 + Penalty 3017.408567 = -953932.604459
  nChanged 121
		SP:Iteration 41Q (92842.080000 sec): 3 clusters
  Score: Raw -956980.745684 + Penalty 3017.408567 = -953963.337117
  nChanged 116
		SP:Iteration 42Q (92842.270000 sec): 3 clusters
  Score: Raw -957008.599506 + Penalty 3017.408567 = -953991.190939
  nChanged 91
		SP:Iteration 43Q (92842.420000 sec): 3 clusters
  Score: Raw -957029.893084 + Penalty 3017.408567 = -954012.484517
  nChanged 88
		SP:Iteration 44Q (92842.600000 sec): 3 clusters
  Score: Raw -957055.407678 + Penalty 3017.408567 = -954037.999111
  nChanged 98
		SP:Iteration 45Q (92842.750000 sec): 3 clusters
  Score: Raw -957078.234806 + Penalty 3017.408567 = -954060.826240
  nChanged 73
		SP:Iteration 46Q (92842.920000 sec): 3 clusters
  Score: Raw -957094.051559 + Penalty 3017.408567 = -954076.642992
  nChanged 70
		SP:Iteration 47Q (92843.100000 sec): 3 clusters
  Score: Raw -957110.060961 + Penalty 3017.408567 = -954092.652394
  nChanged 75
		SP:Iteration 48Q (92843.250000 sec): 3 clusters
  Score: Raw -957127.380179 + Penalty 3017.408567 = -954109.971612
  nChanged 71
		SP:Iteration 49Q (92843.410000 sec): 3 clusters
  Score: Raw -957142.641143 + Penalty 3017.408567 = -954125.232576
  nChanged 68
		SP:Iteration 50Q (92843.560000 sec): 3 clusters
  Score: Raw -957158.966854 + Penalty 3017.408567 = -954141.558287
  nChanged 78
		SP:Iteration 51Q (92843.730000 sec): 3 clusters
  Score: Raw -957179.706139 + Penalty 3017.408567 = -954162.297572
  nChanged 80
		SP:Iteration 52Q (92843.890000 sec): 3 clusters
  Score: Raw -957197.840138 + Penalty 3017.408567 = -954180.431571
  nChanged 66
		SP:Iteration 53Q (92844.030000 sec): 3 clusters
  Score: Raw -957213.672879 + Penalty 3017.408567 = -954196.264312
  nChanged 74
		SP:Iteration 54Q (92844.210000 sec): 3 clusters
  Score: Raw -957228.733746 + Penalty 3017.408567 = -954211.325179
  nChanged 71
		SP:Iteration 55Q (92844.370000 sec): 3 clusters
  Score: Raw -957243.612346 + Penalty 3017.408567 = -954226.203779
  nChanged 50
		SP:Iteration 56Q (92844.530000 sec): 3 clusters
  Score: Raw -957253.596418 + Penalty 3017.408567 = -954236.187851
  nChanged 46
		SP:Iteration 57Q (92844.710000 sec): 3 clusters
  Score: Raw -957262.556359 + Penalty 3017.408567 = -954245.147792
  nChanged 40
		SP:Iteration 58Q (92844.860000 sec): 3 clusters
  Score: Raw -957270.084008 + Penalty 3017.408567 = -954252.675441
  nChanged 27
		SP:Iteration 59Q (92845.030000 sec): 3 clusters
  Score: Raw -957274.644482 + Penalty 3017.408567 = -954257.235915
  nChanged 25
		SP:Iteration 60F (92845.190000 sec): 3 clusters
  Score: Raw -957278.678724 + Penalty 3017.408567 = -954261.270157
  nChanged 20
		SP:Iteration 61Q (92845.350000 sec): 3 clusters
  Score: Raw -957281.220986 + Penalty 3017.408567 = -954263.812419
  nChanged 15
		SP:Iteration 62Q (92845.530000 sec): 3 clusters
  Score: Raw -957283.971582 + Penalty 3017.408567 = -954266.563015
  nChanged 22
		SP:Iteration 63Q (92845.680000 sec): 3 clusters
  Score: Raw -957287.853642 + Penalty 3017.408567 = -954270.445075
  nChanged 25
		SP:Iteration 64Q (92845.850000 sec): 3 clusters
  Score: Raw -957292.444894 + Penalty 3017.408567 = -954275.036327
  nChanged 24
		SP:Iteration 65Q (92846.000000 sec): 3 clusters
  Score: Raw -957296.412566 + Penalty 3017.408567 = -954279.003999
  nChanged 21
		SP:Iteration 66Q (92846.160000 sec): 3 clusters
  Score: Raw -957300.523206 + Penalty 3017.408567 = -954283.114639
  nChanged 22
		SP:Iteration 67Q (92846.350000 sec): 3 clusters
  Score: Raw -957303.922520 + Penalty 3017.408567 = -954286.513953
  nChanged 18
		SP:Iteration 68Q (92846.500000 sec): 3 clusters
  Score: Raw -957307.120626 + Penalty 3017.408567 = -954289.712059
  nChanged 19
		SP:Iteration 69Q (92846.660000 sec): 3 clusters
  Score: Raw -957309.916332 + Penalty 3017.408567 = -954292.507765
  nChanged 13
		SP:Iteration 70Q (92846.820000 sec): 3 clusters
  Score: Raw -957311.924921 + Penalty 3017.408567 = -954294.516354
  nChanged 16
		SP:Iteration 71Q (92846.980000 sec): 3 clusters
  Score: Raw -957313.987554 + Penalty 3017.408567 = -954296.578988
  nChanged 13
		SP:Iteration 72Q (92847.160000 sec): 3 clusters
  Score: Raw -957315.887693 + Penalty 3017.408567 = -954298.479126
  nChanged 14
		SP:Iteration 73Q (92847.310000 sec): 3 clusters
  Score: Raw -957318.695213 + Penalty 3017.408567 = -954301.286646
  nChanged 21
		SP:Iteration 74Q (92847.480000 sec): 3 clusters
  Score: Raw -957322.325126 + Penalty 3017.408567 = -954304.916559
  nChanged 18
		SP:Iteration 75Q (92847.640000 sec): 3 clusters
  Score: Raw -957325.493366 + Penalty 3017.408567 = -954308.084799
  nChanged 16
		SP:Iteration 76Q (92847.790000 sec): 3 clusters
  Score: Raw -957328.000530 + Penalty 3017.408567 = -954310.591963
  nChanged 14
		SP:Iteration 77Q (92847.980000 sec): 3 clusters
  Score: Raw -957330.815383 + Penalty 3017.408567 = -954313.406816
  nChanged 15
		SP:Iteration 78Q (92848.120000 sec): 3 clusters
  Score: Raw -957333.430650 + Penalty 3017.408567 = -954316.022083
  nChanged 13
		SP:Iteration 79Q (92848.290000 sec): 3 clusters
  Score: Raw -957335.971971 + Penalty 3017.408567 = -954318.563404
  nChanged 17
		SP:Iteration 80F (92848.450000 sec): 3 clusters
  Score: Raw -957338.469036 + Penalty 3017.408567 = -954321.060469
  nChanged 14
		SP:Iteration 81Q (92848.600000 sec): 3 clusters
  Score: Raw -957340.658847 + Penalty 3017.408567 = -954323.250280
  nChanged 21
		SP:Iteration 82Q (92848.780000 sec): 3 clusters
  Score: Raw -957344.863677 + Penalty 3017.408567 = -954327.455111
  nChanged 17
		SP:Iteration 83Q (92848.930000 sec): 3 clusters
  Score: Raw -957348.405315 + Penalty 3017.408567 = -954330.996749
  nChanged 16
		SP:Iteration 84Q (92849.090000 sec): 3 clusters
  Score: Raw -957351.262751 + Penalty 3017.408567 = -954333.854184
  nChanged 13
		SP:Iteration 85Q (92849.270000 sec): 3 clusters
  Score: Raw -957353.434445 + Penalty 3017.408567 = -954336.025878
  nChanged 9
		SP:Iteration 86Q (92849.420000 sec): 3 clusters
  Score: Raw -957354.695219 + Penalty 3017.408567 = -954337.286652
  nChanged 7
		SP:Iteration 87Q (92849.580000 sec): 3 clusters
  Score: Raw -957355.981854 + Penalty 3017.408567 = -954338.573287
  nChanged 4
		SP:Iteration 88Q (92849.740000 sec): 3 clusters
  Score: Raw -957356.689945 + Penalty 3017.408567 = -954339.281378
  nChanged 7
		SP:Iteration 89Q (92849.890000 sec): 3 clusters
  Score: Raw -957357.615717 + Penalty 3017.408567 = -954340.207150
  nChanged 6
		SP:Iteration 90Q (92850.060000 sec): 3 clusters
  Score: Raw -957358.702351 + Penalty 3017.408567 = -954341.293784
  nChanged 9
		SP:Iteration 91Q (92850.220000 sec): 3 clusters
  Score: Raw -957360.042386 + Penalty 3017.408567 = -954342.633819
  nChanged 2
		SP:Iteration 92Q (92850.370000 sec): 3 clusters
  Score: Raw -957360.522955 + Penalty 3017.408567 = -954343.114389
  nChanged 7
		SP:Iteration 93Q (92850.550000 sec): 3 clusters
  Score: Raw -957361.301036 + Penalty 3017.408567 = -954343.892469
  nChanged 4
		SP:Iteration 94Q (92850.700000 sec): 3 clusters
  Score: Raw -957361.673749 + Penalty 3017.408567 = -954344.265182
  nChanged 3
		SP:Iteration 95Q (92850.870000 sec): 3 clusters
  Score: Raw -957362.099001 + Penalty 3017.408567 = -954344.690434
  nChanged 5
		SP:Iteration 96Q (92851.020000 sec): 3 clusters
  Score: Raw -957362.801800 + Penalty 3017.408567 = -954345.393233
  nChanged 3
		SP:Iteration 97Q (92851.180000 sec): 3 clusters
  Score: Raw -957363.241552 + Penalty 3017.408567 = -954345.832985
  nChanged 3
		SP:Iteration 98Q (92851.360000 sec): 3 clusters
  Score: Raw -957363.515487 + Penalty 3017.408567 = -954346.106920
  nChanged 0
		SP:Iteration 99F (92851.520000 sec): 3 clusters
  Score: Raw -957363.515487 + Penalty 3017.408567 = -954346.106920
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 13 (5272 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (92851.600000 sec): 2 clusters
  Score: Raw -502563.378609 + Penalty 1392.651825 = -501170.726784
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (92851.710000 sec): 3 clusters
  Score: Raw -499780.537405 + Penalty 2785.303650 = -496995.233755
  nChanged 2098
		SP:Iteration 1F (92851.800000 sec): 3 clusters
  Score: Raw -500904.447230 + Penalty 2785.303650 = -498119.143580
  nChanged 338
		SP:Iteration 2F (92851.900000 sec): 3 clusters
  Score: Raw -501069.069324 + Penalty 2785.303650 = -498283.765674
  nChanged 242
		SP:Iteration 3Q (92852.000000 sec): 3 clusters
  Score: Raw -501167.437208 + Penalty 2785.303650 = -498382.133559
  nChanged 198
		SP:Iteration 4Q (92852.100000 sec): 3 clusters
  Score: Raw -501253.615145 + Penalty 2785.303650 = -498468.311495
  nChanged 144
		SP:Iteration 5Q (92852.190000 sec): 3 clusters
  Score: Raw -501310.181043 + Penalty 2785.303650 = -498524.877393
  nChanged 138
		SP:Iteration 6Q (92852.290000 sec): 3 clusters
  Score: Raw -501361.126572 + Penalty 2785.303650 = -498575.822922
  nChanged 119
		SP:Iteration 7Q (92852.390000 sec): 3 clusters
  Score: Raw -501406.664036 + Penalty 2785.303650 = -498621.360386
  nChanged 126
		SP:Iteration 8Q (92852.490000 sec): 3 clusters
  Score: Raw -501469.498201 + Penalty 2785.303650 = -498684.194551
  nChanged 148
		SP:Iteration 9Q (92852.590000 sec): 3 clusters
  Score: Raw -501548.002512 + Penalty 2785.303650 = -498762.698862
  nChanged 135
		SP:Iteration 10Q (92852.680000 sec): 3 clusters
  Score: Raw -501616.640602 + Penalty 2785.303650 = -498831.336952
  nChanged 152
		SP:Iteration 11Q (92852.780000 sec): 3 clusters
  Score: Raw -501692.918298 + Penalty 2785.303650 = -498907.614648
  nChanged 159
		SP:Iteration 12Q (92852.880000 sec): 3 clusters
  Score: Raw -501779.813581 + Penalty 2785.303650 = -498994.509931
  nChanged 156
		SP:Iteration 13Q (92852.970000 sec): 3 clusters
  Score: Raw -501876.876219 + Penalty 2785.303650 = -499091.572569
  nChanged 163
		SP:Iteration 14Q (92853.070000 sec): 3 clusters
  Score: Raw -501978.290097 + Penalty 2785.303650 = -499192.986447
  nChanged 189
		SP:Iteration 15Q (92853.170000 sec): 3 clusters
  Score: Raw -502099.659071 + Penalty 2785.303650 = -499314.355422
  nChanged 170
		SP:Iteration 16Q (92853.270000 sec): 3 clusters
  Score: Raw -502210.978845 + Penalty 2785.303650 = -499425.675195
  nChanged 156
		SP:Iteration 17Q (92853.360000 sec): 3 clusters
  Score: Raw -502306.566575 + Penalty 2785.303650 = -499521.262925
  nChanged 139
		SP:Iteration 18Q (92853.460000 sec): 3 clusters
  Score: Raw -502403.701245 + Penalty 2785.303650 = -499618.397595
  nChanged 141
		SP:Iteration 19Q (92853.560000 sec): 3 clusters
  Score: Raw -502488.504138 + Penalty 2785.303650 = -499703.200488
  nChanged 140
		SP:Iteration 20F (92853.650000 sec): 3 clusters
  Score: Raw -502563.238420 + Penalty 2785.303650 = -499777.934770
  nChanged 119
		SP:Iteration 21Q (92853.740000 sec): 3 clusters
  Score: Raw -502617.032621 + Penalty 2785.303650 = -499831.728971
  nChanged 92
		SP:Iteration 22Q (92853.840000 sec): 3 clusters
  Score: Raw -502660.482101 + Penalty 2785.303650 = -499875.178451
  nChanged 68
		SP:Iteration 23Q (92853.930000 sec): 3 clusters
  Score: Raw -502689.148605 + Penalty 2785.303650 = -499903.844955
  nChanged 64
		SP:Iteration 24Q (92854.030000 sec): 3 clusters
  Score: Raw -502718.104256 + Penalty 2785.303650 = -499932.800607
  nChanged 56
		SP:Iteration 25Q (92854.120000 sec): 3 clusters
  Score: Raw -502739.881379 + Penalty 2785.303650 = -499954.577729
  nChanged 38
		SP:Iteration 26Q (92854.220000 sec): 3 clusters
  Score: Raw -502755.659403 + Penalty 2785.303650 = -499970.355753
  nChanged 44
		SP:Iteration 27Q (92854.310000 sec): 3 clusters
  Score: Raw -502770.287518 + Penalty 2785.303650 = -499984.983868
  nChanged 30
		SP:Iteration 28Q (92854.400000 sec): 3 clusters
  Score: Raw -502779.862480 + Penalty 2785.303650 = -499994.558830
  nChanged 32
		SP:Iteration 29Q (92854.500000 sec): 3 clusters
  Score: Raw -502787.926946 + Penalty 2785.303650 = -500002.623297
  nChanged 21
		SP:Iteration 30Q (92854.590000 sec): 3 clusters
  Score: Raw -502793.518165 + Penalty 2785.303650 = -500008.214516
  nChanged 12
		SP:Iteration 31Q (92854.690000 sec): 3 clusters
  Score: Raw -502796.261423 + Penalty 2785.303650 = -500010.957773
  nChanged 19
		SP:Iteration 32Q (92854.780000 sec): 3 clusters
  Score: Raw -502800.016248 + Penalty 2785.303650 = -500014.712598
  nChanged 9
		SP:Iteration 33Q (92854.880000 sec): 3 clusters
  Score: Raw -502801.772757 + Penalty 2785.303650 = -500016.469107
  nChanged 4
		SP:Iteration 34Q (92854.970000 sec): 3 clusters
  Score: Raw -502802.492650 + Penalty 2785.303650 = -500017.189000
  nChanged 4
		SP:Iteration 35Q (92855.060000 sec): 3 clusters
  Score: Raw -502803.088809 + Penalty 2785.303650 = -500017.785159
  nChanged 4
		SP:Iteration 36Q (92855.160000 sec): 3 clusters
  Score: Raw -502803.691069 + Penalty 2785.303650 = -500018.387419
  nChanged 3
		SP:Iteration 37Q (92855.250000 sec): 3 clusters
  Score: Raw -502803.980082 + Penalty 2785.303650 = -500018.676432
  nChanged 1
		SP:Iteration 38Q (92855.340000 sec): 3 clusters
  Score: Raw -502804.184713 + Penalty 2785.303650 = -500018.881063
  nChanged 1
		SP:Iteration 39Q (92855.440000 sec): 3 clusters
  Score: Raw -502804.548575 + Penalty 2785.303650 = -500019.244925
  nChanged 2
		SP:Iteration 40F (92855.530000 sec): 3 clusters
  Score: Raw -502804.817424 + Penalty 2785.303650 = -500019.513775
  nChanged 2
		SP:Iteration 41Q (92855.620000 sec): 3 clusters
  Score: Raw -502805.322866 + Penalty 2785.303650 = -500020.019216
  nChanged 2
		SP:Iteration 42Q (92855.720000 sec): 3 clusters
  Score: Raw -502805.566118 + Penalty 2785.303650 = -500020.262468
  nChanged 0
		SP:Iteration 43F (92855.820000 sec): 3 clusters
  Score: Raw -502805.566118 + Penalty 2785.303650 = -500020.262468
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 14 (3489 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (92855.880000 sec): 2 clusters
  Score: Raw -289340.817744 + Penalty 1325.572697 = -288015.245047
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (92855.950000 sec): 3 clusters
  Score: Raw -287625.534449 + Penalty 2651.145393 = -284974.389056
  nChanged 1388
		SP:Iteration 1F (92856.020000 sec): 3 clusters
  Score: Raw -288496.943275 + Penalty 2651.145393 = -285845.797881
  nChanged 290
		SP:Iteration 2F (92856.090000 sec): 3 clusters
  Score: Raw -288685.153286 + Penalty 2651.145393 = -286034.007893
  nChanged 187
		SP:Iteration 3F (92856.150000 sec): 3 clusters
  Score: Raw -288805.569852 + Penalty 2651.145393 = -286154.424459
  nChanged 157
		SP:Iteration 4Q (92856.220000 sec): 3 clusters
  Score: Raw -288909.689245 + Penalty 2651.145393 = -286258.543852
  nChanged 125
		SP:Iteration 5Q (92856.290000 sec): 3 clusters
  Score: Raw -288998.561190 + Penalty 2651.145393 = -286347.415796
  nChanged 140
		SP:Iteration 6Q (92856.350000 sec): 3 clusters
  Score: Raw -289108.533447 + Penalty 2651.145393 = -286457.388054
  nChanged 150
		SP:Iteration 7Q (92856.420000 sec): 3 clusters
  Score: Raw -289216.477314 + Penalty 2651.145393 = -286565.331920
  nChanged 142
		SP:Iteration 8Q (92856.490000 sec): 3 clusters
  Score: Raw -289328.501715 + Penalty 2651.145393 = -286677.356322
  nChanged 118
		SP:Iteration 9Q (92856.560000 sec): 3 clusters
  Score: Raw -289433.294324 + Penalty 2651.145393 = -286782.148931
  nChanged 119
		SP:Iteration 10Q (92856.620000 sec): 3 clusters
  Score: Raw -289551.735498 + Penalty 2651.145393 = -286900.590105
  nChanged 118
		SP:Iteration 11Q (92856.690000 sec): 3 clusters
  Score: Raw -289664.032349 + Penalty 2651.145393 = -287012.886955
  nChanged 106
		SP:Iteration 12Q (92856.760000 sec): 3 clusters
  Score: Raw -289746.232726 + Penalty 2651.145393 = -287095.087332
  nChanged 79
		SP:Iteration 13Q (92856.820000 sec): 3 clusters
  Score: Raw -289785.146005 + Penalty 2651.145393 = -287134.000611
  nChanged 45
		SP:Iteration 14Q (92856.890000 sec): 3 clusters
  Score: Raw -289808.052813 + Penalty 2651.145393 = -287156.907420
  nChanged 33
		SP:Iteration 15Q (92856.950000 sec): 3 clusters
  Score: Raw -289822.306971 + Penalty 2651.145393 = -287171.161578
  nChanged 25
		SP:Iteration 16Q (92857.020000 sec): 3 clusters
  Score: Raw -289834.434787 + Penalty 2651.145393 = -287183.289393
  nChanged 14
		SP:Iteration 17Q (92857.080000 sec): 3 clusters
  Score: Raw -289839.713131 + Penalty 2651.145393 = -287188.567738
  nChanged 18
		SP:Iteration 18Q (92857.150000 sec): 3 clusters
  Score: Raw -289847.117712 + Penalty 2651.145393 = -287195.972319
  nChanged 15
		SP:Iteration 19Q (92857.210000 sec): 3 clusters
  Score: Raw -289852.025055 + Penalty 2651.145393 = -287200.879662
  nChanged 10
		SP:Iteration 20F (92857.280000 sec): 3 clusters
  Score: Raw -289855.397607 + Penalty 2651.145393 = -287204.252213
  nChanged 5
		SP:Iteration 21Q (92857.340000 sec): 3 clusters
  Score: Raw -289858.083854 + Penalty 2651.145393 = -287206.938461
  nChanged 3
		SP:Iteration 22Q (92857.410000 sec): 3 clusters
  Score: Raw -289859.204543 + Penalty 2651.145393 = -287208.059150
  nChanged 5
		SP:Iteration 23Q (92857.480000 sec): 3 clusters
  Score: Raw -289860.873084 + Penalty 2651.145393 = -287209.727690
  nChanged 6
		SP:Iteration 24Q (92857.540000 sec): 3 clusters
  Score: Raw -289862.934680 + Penalty 2651.145393 = -287211.789286
  nChanged 4
		SP:Iteration 25Q (92857.610000 sec): 3 clusters
  Score: Raw -289863.938680 + Penalty 2651.145393 = -287212.793287
  nChanged 2
		SP:Iteration 26Q (92857.670000 sec): 3 clusters
  Score: Raw -289865.029268 + Penalty 2651.145393 = -287213.883875
  nChanged 4
		SP:Iteration 27Q (92857.740000 sec): 3 clusters
  Score: Raw -289866.436833 + Penalty 2651.145393 = -287215.291439
  nChanged 1
		SP:Iteration 28Q (92857.800000 sec): 3 clusters
  Score: Raw -289866.621603 + Penalty 2651.145393 = -287215.476209
  nChanged 2
		SP:Iteration 29Q (92857.870000 sec): 3 clusters
  Score: Raw -289867.072208 + Penalty 2651.145393 = -287215.926814
  nChanged 4
		SP:Iteration 30Q (92857.930000 sec): 3 clusters
  Score: Raw -289867.686593 + Penalty 2651.145393 = -287216.541200
  nChanged 1
		SP:Iteration 31Q (92858.000000 sec): 3 clusters
  Score: Raw -289867.790612 + Penalty 2651.145393 = -287216.645218
  nChanged 0
		SP:Iteration 32F (92858.060000 sec): 3 clusters
  Score: Raw -289867.790612 + Penalty 2651.145393 = -287216.645218
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 15 (2427 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (92858.130000 sec): 2 clusters
  Score: Raw -225753.056596 + Penalty 1266.591821 = -224486.464776
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (92858.180000 sec): 3 clusters
  Score: Raw -224669.327110 + Penalty 2533.183642 = -222136.143469
  nChanged 864
		SP:Iteration 1F (92858.220000 sec): 3 clusters
  Score: Raw -225255.619843 + Penalty 2533.183642 = -222722.436201
  nChanged 218
		SP:Iteration 2F (92858.270000 sec): 3 clusters
  Score: Raw -225429.612050 + Penalty 2533.183642 = -222896.428408
  nChanged 132
		SP:Iteration 3F (92858.310000 sec): 3 clusters
  Score: Raw -225530.372833 + Penalty 2533.183642 = -222997.189191
  nChanged 111
		SP:Iteration 4Q (92858.360000 sec): 3 clusters
  Score: Raw -225622.057589 + Penalty 2533.183642 = -223088.873947
  nChanged 101
		SP:Iteration 5Q (92858.410000 sec): 3 clusters
  Score: Raw -225701.009753 + Penalty 2533.183642 = -223167.826112
  nChanged 93
		SP:Iteration 6Q (92858.460000 sec): 3 clusters
  Score: Raw -225782.647353 + Penalty 2533.183642 = -223249.463711
  nChanged 93
		SP:Iteration 7Q (92858.500000 sec): 3 clusters
  Score: Raw -225850.938081 + Penalty 2533.183642 = -223317.754439
  nChanged 76
		SP:Iteration 8Q (92858.550000 sec): 3 clusters
  Score: Raw -225911.686862 + Penalty 2533.183642 = -223378.503221
  nChanged 65
		SP:Iteration 9Q (92858.600000 sec): 3 clusters
  Score: Raw -225956.668819 + Penalty 2533.183642 = -223423.485177
  nChanged 55
		SP:Iteration 10Q (92858.640000 sec): 3 clusters
  Score: Raw -225997.167275 + Penalty 2533.183642 = -223463.983633
  nChanged 51
		SP:Iteration 11Q (92858.690000 sec): 3 clusters
  Score: Raw -226040.183369 + Penalty 2533.183642 = -223506.999727
  nChanged 47
		SP:Iteration 12Q (92858.730000 sec): 3 clusters
  Score: Raw -226077.840538 + Penalty 2533.183642 = -223544.656896
  nChanged 36
		SP:Iteration 13Q (92858.780000 sec): 3 clusters
  Score: Raw -226108.120017 + Penalty 2533.183642 = -223574.936375
  nChanged 32
		SP:Iteration 14Q (92858.830000 sec): 3 clusters
  Score: Raw -226132.903723 + Penalty 2533.183642 = -223599.720081
  nChanged 26
		SP:Iteration 15Q (92858.880000 sec): 3 clusters
  Score: Raw -226149.231919 + Penalty 2533.183642 = -223616.048277
  nChanged 16
		SP:Iteration 16Q (92858.920000 sec): 3 clusters
  Score: Raw -226161.043962 + Penalty 2533.183642 = -223627.860320
  nChanged 12
		SP:Iteration 17Q (92858.970000 sec): 3 clusters
  Score: Raw -226169.822285 + Penalty 2533.183642 = -223636.638643
  nChanged 14
		SP:Iteration 18Q (92859.020000 sec): 3 clusters
  Score: Raw -226176.802836 + Penalty 2533.183642 = -223643.619194
  nChanged 15
		SP:Iteration 19Q (92859.060000 sec): 3 clusters
  Score: Raw -226182.808893 + Penalty 2533.183642 = -223649.625251
  nChanged 7
		SP:Iteration 20F (92859.110000 sec): 3 clusters
  Score: Raw -226186.686622 + Penalty 2533.183642 = -223653.502980
  nChanged 9
		SP:Iteration 21Q (92859.160000 sec): 3 clusters
  Score: Raw -226192.357859 + Penalty 2533.183642 = -223659.174217
  nChanged 9
		SP:Iteration 22Q (92859.200000 sec): 3 clusters
  Score: Raw -226197.174157 + Penalty 2533.183642 = -223663.990515
  nChanged 9
		SP:Iteration 23Q (92859.250000 sec): 3 clusters
  Score: Raw -226200.524273 + Penalty 2533.183642 = -223667.340631
  nChanged 4
		SP:Iteration 24Q (92859.290000 sec): 3 clusters
  Score: Raw -226202.653006 + Penalty 2533.183642 = -223669.469364
  nChanged 5
		SP:Iteration 25Q (92859.340000 sec): 3 clusters
  Score: Raw -226205.189691 + Penalty 2533.183642 = -223672.006049
  nChanged 6
		SP:Iteration 26Q (92859.380000 sec): 3 clusters
  Score: Raw -226207.072537 + Penalty 2533.183642 = -223673.888895
  nChanged 5
		SP:Iteration 27Q (92859.430000 sec): 3 clusters
  Score: Raw -226208.786661 + Penalty 2533.183642 = -223675.603019
  nChanged 4
		SP:Iteration 28Q (92859.480000 sec): 3 clusters
  Score: Raw -226209.958323 + Penalty 2533.183642 = -223676.774681
  nChanged 0
		SP:Iteration 29F (92859.520000 sec): 3 clusters
  Score: Raw -226209.958323 + Penalty 2533.183642 = -223676.774681
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 16 (49438 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (92859.920000 sec): 2 clusters
  Score: Raw -4483191.463023 + Penalty 1756.377129 = -4481435.085895
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (92860.470000 sec): 3 clusters
  Score: Raw -4451934.452384 + Penalty 3512.754257 = -4448421.698126
  nChanged 23171
		SP:Iteration 1F (92860.960000 sec): 3 clusters
  Score: Raw -4465486.433177 + Penalty 3512.754257 = -4461973.678920
  nChanged 2249
		SP:Iteration 2Q (92861.460000 sec): 3 clusters
  Score: Raw -4466363.082412 + Penalty 3512.754257 = -4462850.328155
  nChanged 2395
		SP:Iteration 3Q (92862.020000 sec): 3 clusters
  Score: Raw -4467448.264093 + Penalty 3512.754257 = -4463935.509836
  nChanged 2692
		SP:Iteration 4F (92862.510000 sec): 3 clusters
  Score: Raw -4468781.076965 + Penalty 3512.754257 = -4465268.322708
  nChanged 2757
		SP:Iteration 5F (92863.040000 sec): 3 clusters
  Score: Raw -4470270.325621 + Penalty 3512.754257 = -4466757.571363
  nChanged 2850
		SP:Iteration 6F (92863.540000 sec): 3 clusters
  Score: Raw -4471899.596661 + Penalty 3512.754257 = -4468386.842404
  nChanged 2773
		SP:Iteration 7F (92864.030000 sec): 3 clusters
  Score: Raw -4473510.647141 + Penalty 3512.754257 = -4469997.892884
  nChanged 2515
		SP:Iteration 8F (92864.510000 sec): 3 clusters
  Score: Raw -4475010.401886 + Penalty 3512.754257 = -4471497.647628
  nChanged 2222
		SP:Iteration 9Q (92865.060000 sec): 3 clusters
  Score: Raw -4476250.237516 + Penalty 3512.754257 = -4472737.483259
  nChanged 1749
		SP:Iteration 10Q (92865.570000 sec): 3 clusters
  Score: Raw -4477297.503985 + Penalty 3512.754257 = -4473784.749728
  nChanged 1460
		SP:Iteration 11Q (92866.050000 sec): 3 clusters
  Score: Raw -4478213.526048 + Penalty 3512.754257 = -4474700.771791
  nChanged 1170
		SP:Iteration 12Q (92866.520000 sec): 3 clusters
  Score: Raw -4478966.651802 + Penalty 3512.754257 = -4475453.897545
  nChanged 988
		SP:Iteration 13Q (92866.990000 sec): 3 clusters
  Score: Raw -4479591.097450 + Penalty 3512.754257 = -4476078.343192
  nChanged 866
		SP:Iteration 14Q (92867.450000 sec): 3 clusters
  Score: Raw -4480129.919837 + Penalty 3512.754257 = -4476617.165580
  nChanged 815
		SP:Iteration 15Q (92867.910000 sec): 3 clusters
  Score: Raw -4480566.280768 + Penalty 3512.754257 = -4477053.526511
  nChanged 663
		SP:Iteration 16Q (92868.370000 sec): 3 clusters
  Score: Raw -4480884.789517 + Penalty 3512.754257 = -4477372.035260
  nChanged 578
		SP:Iteration 17Q (92868.820000 sec): 3 clusters
  Score: Raw -4481126.212040 + Penalty 3512.754257 = -4477613.457782
  nChanged 526
		SP:Iteration 18Q (92869.300000 sec): 3 clusters
  Score: Raw -4481317.369867 + Penalty 3512.754257 = -4477804.615610
  nChanged 487
		SP:Iteration 19Q (92869.770000 sec): 3 clusters
  Score: Raw -4481488.012990 + Penalty 3512.754257 = -4477975.258732
  nChanged 457
		SP:Iteration 20F (92870.270000 sec): 3 clusters
  Score: Raw -4481649.854159 + Penalty 3512.754257 = -4478137.099901
  nChanged 417
		SP:Iteration 21Q (92870.720000 sec): 3 clusters
  Score: Raw -4481803.197962 + Penalty 3512.754257 = -4478290.443705
  nChanged 415
		SP:Iteration 22Q (92871.190000 sec): 3 clusters
  Score: Raw -4481970.302610 + Penalty 3512.754257 = -4478457.548352
  nChanged 431
		SP:Iteration 23Q (92871.660000 sec): 3 clusters
  Score: Raw -4482169.359484 + Penalty 3512.754257 = -4478656.605227
  nChanged 428
		SP:Iteration 24Q (92872.120000 sec): 3 clusters
  Score: Raw -4482409.122603 + Penalty 3512.754257 = -4478896.368345
  nChanged 397
		SP:Iteration 25Q (92872.580000 sec): 3 clusters
  Score: Raw -4482652.272075 + Penalty 3512.754257 = -4479139.517818
  nChanged 359
		SP:Iteration 26Q (92873.070000 sec): 3 clusters
  Score: Raw -4482866.663983 + Penalty 3512.754257 = -4479353.909725
  nChanged 288
		SP:Iteration 27Q (92873.540000 sec): 3 clusters
  Score: Raw -4483013.188225 + Penalty 3512.754257 = -4479500.433967
  nChanged 237
		SP:Iteration 28Q (92874.020000 sec): 3 clusters
  Score: Raw -4483107.279815 + Penalty 3512.754257 = -4479594.525558
  nChanged 223
		SP:Iteration 29Q (92874.480000 sec): 3 clusters
  Score: Raw -4483172.244640 + Penalty 3512.754257 = -4479659.490383
  nChanged 153
		SP:Iteration 30Q (92874.960000 sec): 3 clusters
  Score: Raw -4483210.607369 + Penalty 3512.754257 = -4479697.853112
  nChanged 127
		SP:Iteration 31Q (92875.450000 sec): 3 clusters
  Score: Raw -4483242.397921 + Penalty 3512.754257 = -4479729.643664
  nChanged 116
		SP:Iteration 32Q (92875.930000 sec): 3 clusters
  Score: Raw -4483272.326370 + Penalty 3512.754257 = -4479759.572113
  nChanged 105
		SP:Iteration 33Q (92876.400000 sec): 3 clusters
  Score: Raw -4483296.644099 + Penalty 3512.754257 = -4479783.889841
  nChanged 98
		SP:Iteration 34Q (92876.880000 sec): 3 clusters
  Score: Raw -4483321.726668 + Penalty 3512.754257 = -4479808.972410
  nChanged 91
		SP:Iteration 35Q (92877.360000 sec): 3 clusters
  Score: Raw -4483342.139700 + Penalty 3512.754257 = -4479829.385442
  nChanged 81
		SP:Iteration 36Q (92877.820000 sec): 3 clusters
  Score: Raw -4483359.490471 + Penalty 3512.754257 = -4479846.736213
  nChanged 60
		SP:Iteration 37Q (92878.310000 sec): 3 clusters
  Score: Raw -4483371.547718 + Penalty 3512.754257 = -4479858.793461
  nChanged 61
		SP:Iteration 38Q (92878.790000 sec): 3 clusters
  Score: Raw -4483386.290305 + Penalty 3512.754257 = -4479873.536047
  nChanged 62
		SP:Iteration 39Q (92879.260000 sec): 3 clusters
  Score: Raw -4483401.561208 + Penalty 3512.754257 = -4479888.806951
  nChanged 58
		SP:Iteration 40F (92879.790000 sec): 3 clusters
  Score: Raw -4483416.561281 + Penalty 3512.754257 = -4479903.807024
  nChanged 60
		SP:Iteration 41Q (92880.240000 sec): 3 clusters
  Score: Raw -4483430.669257 + Penalty 3512.754257 = -4479917.914999
  nChanged 56
		SP:Iteration 42Q (92880.700000 sec): 3 clusters
  Score: Raw -4483444.383651 + Penalty 3512.754257 = -4479931.629393
  nChanged 51
		SP:Iteration 43Q (92881.180000 sec): 3 clusters
  Score: Raw -4483455.643500 + Penalty 3512.754257 = -4479942.889242
  nChanged 44
		SP:Iteration 44Q (92881.660000 sec): 3 clusters
  Score: Raw -4483465.780222 + Penalty 3512.754257 = -4479953.025965
  nChanged 52
		SP:Iteration 45Q (92882.140000 sec): 3 clusters
  Score: Raw -4483475.818849 + Penalty 3512.754257 = -4479963.064592
  nChanged 49
		SP:Iteration 46Q (92882.600000 sec): 3 clusters
  Score: Raw -4483485.040399 + Penalty 3512.754257 = -4479972.286141
  nChanged 39
		SP:Iteration 47Q (92883.080000 sec): 3 clusters
  Score: Raw -4483493.466855 + Penalty 3512.754257 = -4479980.712598
  nChanged 46
		SP:Iteration 48Q (92883.560000 sec): 3 clusters
  Score: Raw -4483502.874265 + Penalty 3512.754257 = -4479990.120007
  nChanged 46
		SP:Iteration 49Q (92884.040000 sec): 3 clusters
  Score: Raw -4483514.091143 + Penalty 3512.754257 = -4480001.336886
  nChanged 42
		SP:Iteration 50Q (92884.520000 sec): 3 clusters
  Score: Raw -4483523.453308 + Penalty 3512.754257 = -4480010.699050
  nChanged 34
		SP:Iteration 51Q (92884.990000 sec): 3 clusters
  Score: Raw -4483530.287661 + Penalty 3512.754257 = -4480017.533403
  nChanged 25
		SP:Iteration 52Q (92885.450000 sec): 3 clusters
  Score: Raw -4483535.294236 + Penalty 3512.754257 = -4480022.539979
  nChanged 24
		SP:Iteration 53Q (92885.940000 sec): 3 clusters
  Score: Raw -4483538.865385 + Penalty 3512.754257 = -4480026.111127
  nChanged 14
		SP:Iteration 54Q (92886.410000 sec): 3 clusters
  Score: Raw -4483540.905782 + Penalty 3512.754257 = -4480028.151524
  nChanged 14
		SP:Iteration 55Q (92886.890000 sec): 3 clusters
  Score: Raw -4483543.149587 + Penalty 3512.754257 = -4480030.395329
  nChanged 9
		SP:Iteration 56Q (92887.370000 sec): 3 clusters
  Score: Raw -4483545.392467 + Penalty 3512.754257 = -4480032.638209
  nChanged 9
		SP:Iteration 57Q (92887.850000 sec): 3 clusters
  Score: Raw -4483547.155751 + Penalty 3512.754257 = -4480034.401494
  nChanged 14
		SP:Iteration 58Q (92888.330000 sec): 3 clusters
  Score: Raw -4483550.177695 + Penalty 3512.754257 = -4480037.423437
  nChanged 13
		SP:Iteration 59Q (92888.810000 sec): 3 clusters
  Score: Raw -4483552.453267 + Penalty 3512.754257 = -4480039.699009
  nChanged 9
		SP:Iteration 60F (92889.340000 sec): 3 clusters
  Score: Raw -4483553.729636 + Penalty 3512.754257 = -4480040.975378
  nChanged 7
		SP:Iteration 61Q (92889.760000 sec): 3 clusters
  Score: Raw -4483554.545798 + Penalty 3512.754257 = -4480041.791541
  nChanged 2
		SP:Iteration 62Q (92890.220000 sec): 3 clusters
  Score: Raw -4483554.798706 + Penalty 3512.754257 = -4480042.044449
  nChanged 3
		SP:Iteration 63Q (92890.700000 sec): 3 clusters
  Score: Raw -4483554.957912 + Penalty 3512.754257 = -4480042.203655
  nChanged 1
		SP:Iteration 64Q (92891.180000 sec): 3 clusters
  Score: Raw -4483554.983391 + Penalty 3512.754257 = -4480042.229133
  nChanged 1
		SP:Iteration 65Q (92891.660000 sec): 3 clusters
  Score: Raw -4483555.022232 + Penalty 3512.754257 = -4480042.267975
  nChanged 0
		SP:Iteration 66F (92892.190000 sec): 3 clusters
  Score: Raw -4483555.022232 + Penalty 3512.754257 = -4480042.267975
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 17 (678 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (92892.230000 sec): 2 clusters
  Score: Raw -47880.221890 + Penalty 1059.361434 = -46820.860456
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (92892.250000 sec): 3 clusters
  Score: Raw -47794.857755 + Penalty 2118.722869 = -45676.134887
  nChanged 194
		SP:Iteration 1F (92892.260000 sec): 3 clusters
  Score: Raw -48053.485828 + Penalty 2118.722869 = -45934.762959
  nChanged 44
		SP:Iteration 2F (92892.280000 sec): 3 clusters
  Score: Raw -48119.194377 + Penalty 2118.722869 = -46000.471508
  nChanged 27
		SP:Iteration 3Q (92892.300000 sec): 3 clusters
  Score: Raw -48156.922675 + Penalty 2118.722869 = -46038.199806
  nChanged 18
		SP:Iteration 4Q (92892.320000 sec): 3 clusters
  Score: Raw -48194.380508 + Penalty 2118.722869 = -46075.657639
  nChanged 10
		SP:Iteration 5Q (92892.340000 sec): 3 clusters
  Score: Raw -48217.134780 + Penalty 2118.722869 = -46098.411912
  nChanged 12
		SP:Iteration 6Q (92892.360000 sec): 3 clusters
  Score: Raw -48234.603311 + Penalty 2118.722869 = -46115.880443
  nChanged 10
		SP:Iteration 7Q (92892.380000 sec): 3 clusters
  Score: Raw -48244.023441 + Penalty 2118.722869 = -46125.300572
  nChanged 3
		SP:Iteration 8Q (92892.400000 sec): 3 clusters
  Score: Raw -48252.263383 + Penalty 2118.722869 = -46133.540514
  nChanged 4
		SP:Iteration 9Q (92892.410000 sec): 3 clusters
  Score: Raw -48256.472905 + Penalty 2118.722869 = -46137.750037
  nChanged 2
		SP:Iteration 10Q (92892.420000 sec): 3 clusters
  Score: Raw -48258.946069 + Penalty 2118.722869 = -46140.223201
  nChanged 2
		SP:Iteration 11Q (92892.440000 sec): 3 clusters
  Score: Raw -48260.001481 + Penalty 2118.722869 = -46141.278613
  nChanged 0
		SP:Iteration 12F (92892.450000 sec): 3 clusters
  Score: Raw -48260.001481 + Penalty 2118.722869 = -46141.278613
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 18 (1321 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (92892.500000 sec): 2 clusters
  Score: Raw -99557.724428 + Penalty 1167.748449 = -98389.975979
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (92892.530000 sec): 3 clusters
  Score: Raw -99081.678577 + Penalty 2335.496899 = -96746.181678
  nChanged 440
		SP:Iteration 1F (92892.550000 sec): 3 clusters
  Score: Raw -99485.060969 + Penalty 2335.496899 = -97149.564070
  nChanged 104
		SP:Iteration 2F (92892.580000 sec): 3 clusters
  Score: Raw -99598.429762 + Penalty 2335.496899 = -97262.932863
  nChanged 57
		SP:Iteration 3Q (92892.600000 sec): 3 clusters
  Score: Raw -99673.362032 + Penalty 2335.496899 = -97337.865133
  nChanged 49
		SP:Iteration 4Q (92892.630000 sec): 3 clusters
  Score: Raw -99754.462706 + Penalty 2335.496899 = -97418.965807
  nChanged 54
		SP:Iteration 5Q (92892.660000 sec): 3 clusters
  Score: Raw -99837.773143 + Penalty 2335.496899 = -97502.276244
  nChanged 54
		SP:Iteration 6Q (92892.680000 sec): 3 clusters
  Score: Raw -99900.844585 + Penalty 2335.496899 = -97565.347686
  nChanged 36
		SP:Iteration 7Q (92892.700000 sec): 3 clusters
  Score: Raw -99951.558925 + Penalty 2335.496899 = -97616.062026
  nChanged 29
		SP:Iteration 8Q (92892.730000 sec): 3 clusters
  Score: Raw -99988.865771 + Penalty 2335.496899 = -97653.368872
  nChanged 34
		SP:Iteration 9Q (92892.760000 sec): 3 clusters
  Score: Raw -100052.276740 + Penalty 2335.496899 = -97716.779841
  nChanged 32
		SP:Iteration 10Q (92892.780000 sec): 3 clusters
  Score: Raw -100131.552079 + Penalty 2335.496899 = -97796.055180
  nChanged 27
		SP:Iteration 11Q (92892.800000 sec): 3 clusters
  Score: Raw -100237.120959 + Penalty 2335.496899 = -97901.624060
  nChanged 29
		SP:Iteration 12Q (92892.860000 sec): 3 clusters
  Score: Raw -100300.685083 + Penalty 2335.496899 = -97965.188184
  nChanged 20
		SP:Iteration 13Q (92892.880000 sec): 3 clusters
  Score: Raw -100318.692991 + Penalty 2335.496899 = -97983.196092
  nChanged 13
		SP:Iteration 14Q (92892.900000 sec): 3 clusters
  Score: Raw -100333.451723 + Penalty 2335.496899 = -97997.954824
  nChanged 14
		SP:Iteration 15Q (92892.930000 sec): 3 clusters
  Score: Raw -100350.139179 + Penalty 2335.496899 = -98014.642280
  nChanged 14
		SP:Iteration 16Q (92892.950000 sec): 3 clusters
  Score: Raw -100364.649476 + Penalty 2335.496899 = -98029.152577
  nChanged 12
		SP:Iteration 17Q (92892.980000 sec): 3 clusters
  Score: Raw -100380.825948 + Penalty 2335.496899 = -98045.329050
  nChanged 16
		SP:Iteration 18Q (92893.000000 sec): 3 clusters
  Score: Raw -100398.217306 + Penalty 2335.496899 = -98062.720407
  nChanged 8
		SP:Iteration 19Q (92893.030000 sec): 3 clusters
  Score: Raw -100403.014768 + Penalty 2335.496899 = -98067.517869
  nChanged 7
		SP:Iteration 20F (92893.050000 sec): 3 clusters
  Score: Raw -100411.454691 + Penalty 2335.496899 = -98075.957792
  nChanged 3
		SP:Iteration 21Q (92893.080000 sec): 3 clusters
  Score: Raw -100414.031946 + Penalty 2335.496899 = -98078.535047
  nChanged 4
		SP:Iteration 22Q (92893.100000 sec): 3 clusters
  Score: Raw -100419.874734 + Penalty 2335.496899 = -98084.377835
  nChanged 8
		SP:Iteration 23Q (92893.130000 sec): 3 clusters
  Score: Raw -100431.017901 + Penalty 2335.496899 = -98095.521002
  nChanged 3
		SP:Iteration 24Q (92893.150000 sec): 3 clusters
  Score: Raw -100434.081681 + Penalty 2335.496899 = -98098.584782
  nChanged 7
		SP:Iteration 25Q (92893.180000 sec): 3 clusters
  Score: Raw -100439.593487 + Penalty 2335.496899 = -98104.096588
  nChanged 4
		SP:Iteration 26Q (92893.200000 sec): 3 clusters
  Score: Raw -100442.544751 + Penalty 2335.496899 = -98107.047852
  nChanged 5
		SP:Iteration 27Q (92893.220000 sec): 3 clusters
  Score: Raw -100447.881209 + Penalty 2335.496899 = -98112.384310
  nChanged 4
		SP:Iteration 28Q (92893.250000 sec): 3 clusters
  Score: Raw -100454.963823 + Penalty 2335.496899 = -98119.466924
  nChanged 5
		SP:Iteration 29Q (92893.280000 sec): 3 clusters
  Score: Raw -100461.901856 + Penalty 2335.496899 = -98126.404957
  nChanged 7
		SP:Iteration 30Q (92893.300000 sec): 3 clusters
  Score: Raw -100482.199801 + Penalty 2335.496899 = -98146.702902
  nChanged 14
		SP:Iteration 31Q (92893.320000 sec): 3 clusters
  Score: Raw -100525.922125 + Penalty 2335.496899 = -98190.425226
  nChanged 11
		SP:Iteration 32Q (92893.350000 sec): 3 clusters
  Score: Raw -100541.418578 + Penalty 2335.496899 = -98205.921679
  nChanged 12
		SP:Iteration 33Q (92893.370000 sec): 3 clusters
  Score: Raw -100558.119591 + Penalty 2335.496899 = -98222.622692
  nChanged 10
		SP:Iteration 34Q (92893.400000 sec): 3 clusters
  Score: Raw -100572.810960 + Penalty 2335.496899 = -98237.314061
  nChanged 3
		SP:Iteration 35Q (92893.420000 sec): 3 clusters
  Score: Raw -100577.262644 + Penalty 2335.496899 = -98241.765745
  nChanged 2
		SP:Iteration 36Q (92893.440000 sec): 3 clusters
  Score: Raw -100578.805968 + Penalty 2335.496899 = -98243.309069
  nChanged 1
		SP:Iteration 37Q (92893.470000 sec): 3 clusters
  Score: Raw -100579.418951 + Penalty 2335.496899 = -98243.922052
  nChanged 1
		SP:Iteration 38Q (92893.490000 sec): 3 clusters
  Score: Raw -100580.064774 + Penalty 2335.496899 = -98244.567875
  nChanged 1
		SP:Iteration 39Q (92893.520000 sec): 3 clusters
  Score: Raw -100581.149882 + Penalty 2335.496899 = -98245.652983
  nChanged 1
		SP:Iteration 40F (92893.540000 sec): 3 clusters
  Score: Raw -100581.420789 + Penalty 2335.496899 = -98245.923890
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 19 (4819 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (92893.620000 sec): 2 clusters
  Score: Raw -437294.169244 + Penalty 1378.052279 = -435916.116965
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (92893.720000 sec): 3 clusters
  Score: Raw -434834.300778 + Penalty 2756.104558 = -432078.196221
  nChanged 1901
		SP:Iteration 1F (92893.820000 sec): 3 clusters
  Score: Raw -435958.486521 + Penalty 2756.104558 = -433202.381963
  nChanged 358
		SP:Iteration 2F (92893.900000 sec): 3 clusters
  Score: Raw -436205.999277 + Penalty 2756.104558 = -433449.894719
  nChanged 300
		SP:Iteration 3F (92893.990000 sec): 3 clusters
  Score: Raw -436413.168821 + Penalty 2756.104558 = -433657.064263
  nChanged 253
		SP:Iteration 4F (92894.080000 sec): 3 clusters
  Score: Raw -436600.252190 + Penalty 2756.104558 = -433844.147633
  nChanged 240
		SP:Iteration 5Q (92894.170000 sec): 3 clusters
  Score: Raw -436751.267866 + Penalty 2756.104558 = -433995.163309
  nChanged 195
		SP:Iteration 6Q (92894.260000 sec): 3 clusters
  Score: Raw -436881.026580 + Penalty 2756.104558 = -434124.922022
  nChanged 192
		SP:Iteration 7Q (92894.350000 sec): 3 clusters
  Score: Raw -437020.799502 + Penalty 2756.104558 = -434264.694944
  nChanged 167
		SP:Iteration 8Q (92894.440000 sec): 3 clusters
  Score: Raw -437128.963201 + Penalty 2756.104558 = -434372.858643
  nChanged 142
		SP:Iteration 9Q (92894.540000 sec): 3 clusters
  Score: Raw -437218.099099 + Penalty 2756.104558 = -434461.994541
  nChanged 118
		SP:Iteration 10Q (92894.620000 sec): 3 clusters
  Score: Raw -437278.998748 + Penalty 2756.104558 = -434522.894190
  nChanged 88
		SP:Iteration 11Q (92894.720000 sec): 3 clusters
  Score: Raw -437313.825880 + Penalty 2756.104558 = -434557.721322
  nChanged 54
		SP:Iteration 12Q (92894.800000 sec): 3 clusters
  Score: Raw -437331.947353 + Penalty 2756.104558 = -434575.842795
  nChanged 45
		SP:Iteration 13Q (92894.890000 sec): 3 clusters
  Score: Raw -437347.492100 + Penalty 2756.104558 = -434591.387542
  nChanged 41
		SP:Iteration 14Q (92894.980000 sec): 3 clusters
  Score: Raw -437357.840202 + Penalty 2756.104558 = -434601.735644
  nChanged 28
		SP:Iteration 15Q (92895.070000 sec): 3 clusters
  Score: Raw -437365.375256 + Penalty 2756.104558 = -434609.270698
  nChanged 23
		SP:Iteration 16Q (92895.160000 sec): 3 clusters
  Score: Raw -437370.268275 + Penalty 2756.104558 = -434614.163717
  nChanged 18
		SP:Iteration 17Q (92895.240000 sec): 3 clusters
  Score: Raw -437373.526687 + Penalty 2756.104558 = -434617.422129
  nChanged 12
		SP:Iteration 18Q (92895.330000 sec): 3 clusters
  Score: Raw -437375.526992 + Penalty 2756.104558 = -434619.422435
  nChanged 4
		SP:Iteration 19Q (92895.420000 sec): 3 clusters
  Score: Raw -437376.546523 + Penalty 2756.104558 = -434620.441965
  nChanged 2
		SP:Iteration 20F (92895.510000 sec): 3 clusters
  Score: Raw -437377.067461 + Penalty 2756.104558 = -434620.962903
  nChanged 4
		SP:Iteration 21Q (92895.600000 sec): 3 clusters
  Score: Raw -437377.322603 + Penalty 2756.104558 = -434621.218045
  nChanged 0
		SP:Iteration 22F (92895.690000 sec): 3 clusters
  Score: Raw -437377.322603 + Penalty 2756.104558 = -434621.218045
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 20 (4161 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (92895.770000 sec): 2 clusters
  Score: Raw -352183.760490 + Penalty 1354.195490 = -350829.564999
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (92895.850000 sec): 3 clusters
  Score: Raw -350112.013367 + Penalty 2708.390980 = -347403.622386
  nChanged 1625
		SP:Iteration 1F (92895.930000 sec): 3 clusters
  Score: Raw -351097.175519 + Penalty 2708.390980 = -348388.784539
  nChanged 316
		SP:Iteration 2F (92896.010000 sec): 3 clusters
  Score: Raw -351309.342995 + Penalty 2708.390980 = -348600.952014
  nChanged 251
		SP:Iteration 3F (92896.090000 sec): 3 clusters
  Score: Raw -351490.358744 + Penalty 2708.390980 = -348781.967764
  nChanged 235
		SP:Iteration 4F (92896.170000 sec): 3 clusters
  Score: Raw -351659.438465 + Penalty 2708.390980 = -348951.047484
  nChanged 192
		SP:Iteration 5Q (92896.260000 sec): 3 clusters
  Score: Raw -351782.519148 + Penalty 2708.390980 = -349074.128168
  nChanged 157
		SP:Iteration 6Q (92896.340000 sec): 3 clusters
  Score: Raw -351870.645025 + Penalty 2708.390980 = -349162.254045
  nChanged 119
		SP:Iteration 7Q (92896.420000 sec): 3 clusters
  Score: Raw -351935.815989 + Penalty 2708.390980 = -349227.425009
  nChanged 101
		SP:Iteration 8Q (92896.500000 sec): 3 clusters
  Score: Raw -351992.175412 + Penalty 2708.390980 = -349283.784431
  nChanged 97
		SP:Iteration 9Q (92896.580000 sec): 3 clusters
  Score: Raw -352040.475713 + Penalty 2708.390980 = -349332.084732
  nChanged 80
		SP:Iteration 10Q (92896.660000 sec): 3 clusters
  Score: Raw -352084.434659 + Penalty 2708.390980 = -349376.043678
  nChanged 88
		SP:Iteration 11Q (92896.740000 sec): 3 clusters
  Score: Raw -352131.546061 + Penalty 2708.390980 = -349423.155080
  nChanged 77
		SP:Iteration 12Q (92896.820000 sec): 3 clusters
  Score: Raw -352165.981121 + Penalty 2708.390980 = -349457.590140
  nChanged 58
		SP:Iteration 13Q (92896.900000 sec): 3 clusters
  Score: Raw -352188.586907 + Penalty 2708.390980 = -349480.195926
  nChanged 50
		SP:Iteration 14Q (92896.980000 sec): 3 clusters
  Score: Raw -352205.651257 + Penalty 2708.390980 = -349497.260277
  nChanged 31
		SP:Iteration 15Q (92897.060000 sec): 3 clusters
  Score: Raw -352216.703438 + Penalty 2708.390980 = -349508.312458
  nChanged 28
		SP:Iteration 16Q (92897.150000 sec): 3 clusters
  Score: Raw -352226.132825 + Penalty 2708.390980 = -349517.741844
  nChanged 27
		SP:Iteration 17Q (92897.230000 sec): 3 clusters
  Score: Raw -352234.123989 + Penalty 2708.390980 = -349525.733009
  nChanged 21
		SP:Iteration 18Q (92897.310000 sec): 3 clusters
  Score: Raw -352239.312727 + Penalty 2708.390980 = -349530.921747
  nChanged 13
		SP:Iteration 19Q (92897.390000 sec): 3 clusters
  Score: Raw -352243.267863 + Penalty 2708.390980 = -349534.876883
  nChanged 14
		SP:Iteration 20F (92897.470000 sec): 3 clusters
  Score: Raw -352247.738573 + Penalty 2708.390980 = -349539.347592
  nChanged 15
		SP:Iteration 21Q (92897.560000 sec): 3 clusters
  Score: Raw -352251.335660 + Penalty 2708.390980 = -349542.944679
  nChanged 17
		SP:Iteration 22Q (92897.640000 sec): 3 clusters
  Score: Raw -352255.857272 + Penalty 2708.390980 = -349547.466292
  nChanged 14
		SP:Iteration 23Q (92897.720000 sec): 3 clusters
  Score: Raw -352259.659052 + Penalty 2708.390980 = -349551.268072
  nChanged 7
		SP:Iteration 24Q (92897.800000 sec): 3 clusters
  Score: Raw -352261.190048 + Penalty 2708.390980 = -349552.799067
  nChanged 6
		SP:Iteration 25Q (92897.880000 sec): 3 clusters
  Score: Raw -352262.417759 + Penalty 2708.390980 = -349554.026778
  nChanged 0
		SP:Iteration 26F (92897.960000 sec): 3 clusters
  Score: Raw -352262.417759 + Penalty 2708.390980 = -349554.026778
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 21 (107612 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (92898.620000 sec): 2 clusters
  Score: Raw -9718173.859663 + Penalty 1882.771710 = -9716291.087954
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (92899.640000 sec): 3 clusters
  Score: Raw -9647838.287484 + Penalty 3765.543420 = -9644072.744064
  nChanged 51650
		SP:Iteration 1F (92900.600000 sec): 3 clusters
  Score: Raw -9679928.581201 + Penalty 3765.543420 = -9676163.037781
  nChanged 5870
		SP:Iteration 2F (92901.610000 sec): 3 clusters
  Score: Raw -9682627.749279 + Penalty 3765.543420 = -9678862.205860
  nChanged 6786
		SP:Iteration 3F (92902.580000 sec): 3 clusters
  Score: Raw -9686257.094477 + Penalty 3765.543420 = -9682491.551058
  nChanged 7578
		SP:Iteration 4F (92903.540000 sec): 3 clusters
  Score: Raw -9690755.970574 + Penalty 3765.543420 = -9686990.427155
  nChanged 7617
		SP:Iteration 5F (92904.560000 sec): 3 clusters
  Score: Raw -9695310.113729 + Penalty 3765.543420 = -9691544.570309
  nChanged 6917
		SP:Iteration 6F (92905.540000 sec): 3 clusters
  Score: Raw -9699246.560762 + Penalty 3765.543420 = -9695481.017342
  nChanged 5758
		SP:Iteration 7F (92906.490000 sec): 3 clusters
  Score: Raw -9702355.290096 + Penalty 3765.543420 = -9698589.746676
  nChanged 4695
		SP:Iteration 8Q (92907.510000 sec): 3 clusters
  Score: Raw -9704903.660154 + Penalty 3765.543420 = -9701138.116734
  nChanged 4263
		SP:Iteration 9Q (92908.550000 sec): 3 clusters
  Score: Raw -9707353.309429 + Penalty 3765.543420 = -9703587.766010
  nChanged 3924
		SP:Iteration 10Q (92909.570000 sec): 3 clusters
  Score: Raw -9709807.221993 + Penalty 3765.543420 = -9706041.678573
  nChanged 3550
		SP:Iteration 11Q (92910.640000 sec): 3 clusters
  Score: Raw -9712248.496426 + Penalty 3765.543420 = -9708482.953006
  nChanged 2984
		SP:Iteration 12Q (92911.640000 sec): 3 clusters
  Score: Raw -9714448.342141 + Penalty 3765.543420 = -9710682.798721
  nChanged 2145
		SP:Iteration 13Q (92912.690000 sec): 3 clusters
  Score: Raw -9716092.196368 + Penalty 3765.543420 = -9712326.652949
  nChanged 1337
		SP:Iteration 14Q (92913.660000 sec): 3 clusters
  Score: Raw -9717148.066134 + Penalty 3765.543420 = -9713382.522715
  nChanged 781
		SP:Iteration 15Q (92914.590000 sec): 3 clusters
  Score: Raw -9717760.602691 + Penalty 3765.543420 = -9713995.059271
  nChanged 397
		SP:Iteration 16Q (92915.500000 sec): 3 clusters
  Score: Raw -9718078.466497 + Penalty 3765.543420 = -9714312.923077
  nChanged 235
		SP:Iteration 17Q (92916.350000 sec): 3 clusters
  Score: Raw -9718278.599157 + Penalty 3765.543420 = -9714513.055737
  nChanged 164
		SP:Iteration 18Q (92917.180000 sec): 3 clusters
  Score: Raw -9718430.289413 + Penalty 3765.543420 = -9714664.745993
  nChanged 133
		SP:Iteration 19Q (92918.010000 sec): 3 clusters
  Score: Raw -9718546.899558 + Penalty 3765.543420 = -9714781.356138
  nChanged 96
		SP:Iteration 20F (92918.930000 sec): 3 clusters
  Score: Raw -9718625.538396 + Penalty 3765.543420 = -9714859.994977
  nChanged 93
		SP:Iteration 21Q (92919.790000 sec): 3 clusters
  Score: Raw -9718684.173938 + Penalty 3765.543420 = -9714918.630518
  nChanged 79
		SP:Iteration 22Q (92920.610000 sec): 3 clusters
  Score: Raw -9718720.037540 + Penalty 3765.543420 = -9714954.494121
  nChanged 41
		SP:Iteration 23Q (92921.470000 sec): 3 clusters
  Score: Raw -9718737.883173 + Penalty 3765.543420 = -9714972.339754
  nChanged 37
		SP:Iteration 24Q (92922.290000 sec): 3 clusters
  Score: Raw -9718752.843195 + Penalty 3765.543420 = -9714987.299776
  nChanged 24
		SP:Iteration 25Q (92923.110000 sec): 3 clusters
  Score: Raw -9718761.184971 + Penalty 3765.543420 = -9714995.641551
  nChanged 16
		SP:Iteration 26Q (92923.940000 sec): 3 clusters
  Score: Raw -9718767.401507 + Penalty 3765.543420 = -9715001.858088
  nChanged 11
		SP:Iteration 27Q (92924.760000 sec): 3 clusters
  Score: Raw -9718772.411427 + Penalty 3765.543420 = -9715006.868007
  nChanged 17
		SP:Iteration 28Q (92925.610000 sec): 3 clusters
  Score: Raw -9718778.376410 + Penalty 3765.543420 = -9715012.832990
  nChanged 15
		SP:Iteration 29Q (92926.430000 sec): 3 clusters
  Score: Raw -9718783.122659 + Penalty 3765.543420 = -9715017.579240
  nChanged 13
		SP:Iteration 30Q (92927.270000 sec): 3 clusters
  Score: Raw -9718786.322142 + Penalty 3765.543420 = -9715020.778722
  nChanged 4
		SP:Iteration 31Q (92928.100000 sec): 3 clusters
  Score: Raw -9718787.739792 + Penalty 3765.543420 = -9715022.196372
  nChanged 6
		SP:Iteration 32Q (92928.950000 sec): 3 clusters
  Score: Raw -9718789.625105 + Penalty 3765.543420 = -9715024.081686
  nChanged 5
		SP:Iteration 33Q (92929.770000 sec): 3 clusters
  Score: Raw -9718791.289895 + Penalty 3765.543420 = -9715025.746475
  nChanged 7
		SP:Iteration 34Q (92930.610000 sec): 3 clusters
  Score: Raw -9718794.795576 + Penalty 3765.543420 = -9715029.252156
  nChanged 9
		SP:Iteration 35Q (92931.430000 sec): 3 clusters
  Score: Raw -9718798.133111 + Penalty 3765.543420 = -9715032.589692
  nChanged 12
		SP:Iteration 36Q (92932.290000 sec): 3 clusters
  Score: Raw -9718801.657522 + Penalty 3765.543420 = -9715036.114103
  nChanged 9
		SP:Iteration 37Q (92933.110000 sec): 3 clusters
  Score: Raw -9718804.419787 + Penalty 3765.543420 = -9715038.876367
  nChanged 7
		SP:Iteration 38Q (92933.950000 sec): 3 clusters
  Score: Raw -9718807.863095 + Penalty 3765.543420 = -9715042.319676
  nChanged 10
		SP:Iteration 39Q (92934.770000 sec): 3 clusters
  Score: Raw -9718812.991731 + Penalty 3765.543420 = -9715047.448312
  nChanged 12
		SP:Iteration 40F (92935.710000 sec): 3 clusters
  Score: Raw -9718817.896655 + Penalty 3765.543420 = -9715052.353236
  nChanged 11
		SP:Iteration 41Q (92936.600000 sec): 3 clusters
  Score: Raw -9718822.068158 + Penalty 3765.543420 = -9715056.524738
  nChanged 16
		SP:Iteration 42Q (92937.420000 sec): 3 clusters
  Score: Raw -9718826.619046 + Penalty 3765.543420 = -9715061.075627
  nChanged 12
		SP:Iteration 43Q (92938.250000 sec): 3 clusters
  Score: Raw -9718829.970691 + Penalty 3765.543420 = -9715064.427272
  nChanged 8
		SP:Iteration 44Q (92939.070000 sec): 3 clusters
  Score: Raw -9718833.120883 + Penalty 3765.543420 = -9715067.577463
  nChanged 8
		SP:Iteration 45Q (92939.890000 sec): 3 clusters
  Score: Raw -9718835.864183 + Penalty 3765.543420 = -9715070.320764
  nChanged 3
		SP:Iteration 46Q (92940.710000 sec): 3 clusters
  Score: Raw -9718836.243763 + Penalty 3765.543420 = -9715070.700343
  nChanged 3
		SP:Iteration 47Q (92941.550000 sec): 3 clusters
  Score: Raw -9718837.261451 + Penalty 3765.543420 = -9715071.718032
  nChanged 2
		SP:Iteration 48Q (92942.370000 sec): 3 clusters
  Score: Raw -9718837.682682 + Penalty 3765.543420 = -9715072.139263
  nChanged 1
		SP:Iteration 49Q (92943.190000 sec): 3 clusters
  Score: Raw -9718837.846108 + Penalty 3765.543420 = -9715072.302689
  nChanged 0
		SP:Iteration 50F (92944.140000 sec): 3 clusters
  Score: Raw -9718837.846108 + Penalty 3765.543420 = -9715072.302689
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 22 (3156 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (92944.190000 sec): 2 clusters
  Score: Raw -287501.390423 + Penalty 1309.272361 = -286192.118062
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (92944.280000 sec): 3 clusters
  Score: Raw -285965.921290 + Penalty 2618.544722 = -283347.376568
  nChanged 1178
		SP:Iteration 1F (92944.360000 sec): 3 clusters
  Score: Raw -286654.385532 + Penalty 2618.544722 = -284035.840810
  nChanged 251
		SP:Iteration 2F (92944.420000 sec): 3 clusters
  Score: Raw -286840.642833 + Penalty 2618.544722 = -284222.098112
  nChanged 203
		SP:Iteration 3F (92944.470000 sec): 3 clusters
  Score: Raw -286977.879284 + Penalty 2618.544722 = -284359.334562
  nChanged 171
		SP:Iteration 4F (92944.530000 sec): 3 clusters
  Score: Raw -287099.765907 + Penalty 2618.544722 = -284481.221186
  nChanged 150
		SP:Iteration 5Q (92944.590000 sec): 3 clusters
  Score: Raw -287199.685784 + Penalty 2618.544722 = -284581.141062
  nChanged 131
		SP:Iteration 6Q (92944.650000 sec): 3 clusters
  Score: Raw -287277.598317 + Penalty 2618.544722 = -284659.053595
  nChanged 106
		SP:Iteration 7Q (92944.710000 sec): 3 clusters
  Score: Raw -287340.556249 + Penalty 2618.544722 = -284722.011528
  nChanged 84
		SP:Iteration 8Q (92944.770000 sec): 3 clusters
  Score: Raw -287381.488811 + Penalty 2618.544722 = -284762.944090
  nChanged 59
		SP:Iteration 9Q (92944.830000 sec): 3 clusters
  Score: Raw -287410.732688 + Penalty 2618.544722 = -284792.187966
  nChanged 52
		SP:Iteration 10Q (92944.890000 sec): 3 clusters
  Score: Raw -287430.865199 + Penalty 2618.544722 = -284812.320477
  nChanged 31
		SP:Iteration 11Q (92944.960000 sec): 3 clusters
  Score: Raw -287445.995918 + Penalty 2618.544722 = -284827.451196
  nChanged 34
		SP:Iteration 12Q (92945.020000 sec): 3 clusters
  Score: Raw -287464.737899 + Penalty 2618.544722 = -284846.193178
  nChanged 36
		SP:Iteration 13Q (92945.080000 sec): 3 clusters
  Score: Raw -287484.373085 + Penalty 2618.544722 = -284865.828363
  nChanged 37
		SP:Iteration 14Q (92945.140000 sec): 3 clusters
  Score: Raw -287503.408797 + Penalty 2618.544722 = -284884.864075
  nChanged 35
		SP:Iteration 15Q (92945.200000 sec): 3 clusters
  Score: Raw -287520.552205 + Penalty 2618.544722 = -284902.007483
  nChanged 34
		SP:Iteration 16Q (92945.260000 sec): 3 clusters
  Score: Raw -287536.731030 + Penalty 2618.544722 = -284918.186309
  nChanged 28
		SP:Iteration 17Q (92945.320000 sec): 3 clusters
  Score: Raw -287551.054611 + Penalty 2618.544722 = -284932.509890
  nChanged 21
		SP:Iteration 18Q (92945.380000 sec): 3 clusters
  Score: Raw -287562.295572 + Penalty 2618.544722 = -284943.750850
  nChanged 19
		SP:Iteration 19Q (92945.440000 sec): 3 clusters
  Score: Raw -287571.705197 + Penalty 2618.544722 = -284953.160475
  nChanged 19
		SP:Iteration 20F (92945.500000 sec): 3 clusters
  Score: Raw -287579.336256 + Penalty 2618.544722 = -284960.791534
  nChanged 15
		SP:Iteration 21Q (92945.560000 sec): 3 clusters
  Score: Raw -287587.011555 + Penalty 2618.544722 = -284968.466834
  nChanged 16
		SP:Iteration 22Q (92945.620000 sec): 3 clusters
  Score: Raw -287594.436878 + Penalty 2618.544722 = -284975.892156
  nChanged 14
		SP:Iteration 23Q (92945.680000 sec): 3 clusters
  Score: Raw -287600.804910 + Penalty 2618.544722 = -284982.260188
  nChanged 14
		SP:Iteration 24Q (92945.740000 sec): 3 clusters
  Score: Raw -287606.611959 + Penalty 2618.544722 = -284988.067237
  nChanged 18
		SP:Iteration 25Q (92945.800000 sec): 3 clusters
  Score: Raw -287617.637872 + Penalty 2618.544722 = -284999.093151
  nChanged 11
		SP:Iteration 26Q (92945.860000 sec): 3 clusters
  Score: Raw -287624.220391 + Penalty 2618.544722 = -285005.675669
  nChanged 13
		SP:Iteration 27Q (92945.920000 sec): 3 clusters
  Score: Raw -287631.380825 + Penalty 2618.544722 = -285012.836104
  nChanged 10
		SP:Iteration 28Q (92945.980000 sec): 3 clusters
  Score: Raw -287637.755578 + Penalty 2618.544722 = -285019.210856
  nChanged 9
		SP:Iteration 29Q (92946.040000 sec): 3 clusters
  Score: Raw -287642.899001 + Penalty 2618.544722 = -285024.354279
  nChanged 11
		SP:Iteration 30Q (92946.100000 sec): 3 clusters
  Score: Raw -287648.152184 + Penalty 2618.544722 = -285029.607462
  nChanged 8
		SP:Iteration 31Q (92946.160000 sec): 3 clusters
  Score: Raw -287650.865700 + Penalty 2618.544722 = -285032.320978
  nChanged 7
		SP:Iteration 32Q (92946.220000 sec): 3 clusters
  Score: Raw -287655.642501 + Penalty 2618.544722 = -285037.097779
  nChanged 7
		SP:Iteration 33Q (92946.280000 sec): 3 clusters
  Score: Raw -287659.054955 + Penalty 2618.544722 = -285040.510233
  nChanged 5
		SP:Iteration 34Q (92946.340000 sec): 3 clusters
  Score: Raw -287661.822484 + Penalty 2618.544722 = -285043.277762
  nChanged 7
		SP:Iteration 35Q (92946.400000 sec): 3 clusters
  Score: Raw -287664.688406 + Penalty 2618.544722 = -285046.143685
  nChanged 6
		SP:Iteration 36Q (92946.460000 sec): 3 clusters
  Score: Raw -287667.512123 + Penalty 2618.544722 = -285048.967402
  nChanged 3
		SP:Iteration 37Q (92946.520000 sec): 3 clusters
  Score: Raw -287669.411347 + Penalty 2618.544722 = -285050.866625
  nChanged 3
		SP:Iteration 38Q (92946.570000 sec): 3 clusters
  Score: Raw -287672.746051 + Penalty 2618.544722 = -285054.201329
  nChanged 8
		SP:Iteration 39Q (92946.630000 sec): 3 clusters
  Score: Raw -287676.924623 + Penalty 2618.544722 = -285058.379901
  nChanged 5
		SP:Iteration 40F (92946.690000 sec): 3 clusters
  Score: Raw -287679.189314 + Penalty 2618.544722 = -285060.644592
  nChanged 2
		SP:Iteration 41Q (92946.750000 sec): 3 clusters
  Score: Raw -287679.959981 + Penalty 2618.544722 = -285061.415259
  nChanged 2
		SP:Iteration 42Q (92946.810000 sec): 3 clusters
  Score: Raw -287681.374010 + Penalty 2618.544722 = -285062.829289
  nChanged 2
		SP:Iteration 43Q (92946.870000 sec): 3 clusters
  Score: Raw -287682.671262 + Penalty 2618.544722 = -285064.126541
  nChanged 4
		SP:Iteration 44Q (92946.930000 sec): 3 clusters
  Score: Raw -287684.482242 + Penalty 2618.544722 = -285065.937521
  nChanged 1
		SP:Iteration 45Q (92946.990000 sec): 3 clusters
  Score: Raw -287685.074390 + Penalty 2618.544722 = -285066.529668
  nChanged 1
		SP:Iteration 46Q (92947.050000 sec): 3 clusters
  Score: Raw -287685.389220 + Penalty 2618.544722 = -285066.844499
  nChanged 0
		SP:Iteration 47F (92947.110000 sec): 3 clusters
  Score: Raw -287685.389220 + Penalty 2618.544722 = -285066.844499
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 23 (6906 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (92947.200000 sec): 2 clusters
  Score: Raw -575932.211363 + Penalty 1436.523705 = -574495.687658
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (92947.330000 sec): 3 clusters
  Score: Raw -572207.652835 + Penalty 2873.047410 = -569334.605425
  nChanged 2899
		SP:Iteration 1F (92947.440000 sec): 3 clusters
  Score: Raw -573755.444246 + Penalty 2873.047410 = -570882.396836
  nChanged 444
		SP:Iteration 2F (92947.550000 sec): 3 clusters
  Score: Raw -573965.923691 + Penalty 2873.047410 = -571092.876281
  nChanged 338
		SP:Iteration 3Q (92947.660000 sec): 3 clusters
  Score: Raw -574123.301608 + Penalty 2873.047410 = -571250.254198
  nChanged 299
		SP:Iteration 4Q (92947.780000 sec): 3 clusters
  Score: Raw -574245.073111 + Penalty 2873.047410 = -571372.025701
  nChanged 253
		SP:Iteration 5Q (92947.890000 sec): 3 clusters
  Score: Raw -574373.476417 + Penalty 2873.047410 = -571500.429007
  nChanged 242
		SP:Iteration 6Q (92948.000000 sec): 3 clusters
  Score: Raw -574482.165998 + Penalty 2873.047410 = -571609.118588
  nChanged 213
		SP:Iteration 7Q (92948.120000 sec): 3 clusters
  Score: Raw -574586.907961 + Penalty 2873.047410 = -571713.860551
  nChanged 208
		SP:Iteration 8Q (92948.230000 sec): 3 clusters
  Score: Raw -574692.341314 + Penalty 2873.047410 = -571819.293904
  nChanged 206
		SP:Iteration 9Q (92948.350000 sec): 3 clusters
  Score: Raw -574819.373046 + Penalty 2873.047410 = -571946.325636
  nChanged 204
		SP:Iteration 10Q (92948.470000 sec): 3 clusters
  Score: Raw -574946.190953 + Penalty 2873.047410 = -572073.143543
  nChanged 221
		SP:Iteration 11Q (92948.600000 sec): 3 clusters
  Score: Raw -575104.000891 + Penalty 2873.047410 = -572230.953481
  nChanged 226
		SP:Iteration 12Q (92948.720000 sec): 3 clusters
  Score: Raw -575268.856692 + Penalty 2873.047410 = -572395.809282
  nChanged 215
		SP:Iteration 13Q (92948.840000 sec): 3 clusters
  Score: Raw -575435.507634 + Penalty 2873.047410 = -572562.460224
  nChanged 200
		SP:Iteration 14Q (92948.960000 sec): 3 clusters
  Score: Raw -575588.899371 + Penalty 2873.047410 = -572715.851960
  nChanged 177
		SP:Iteration 15Q (92949.080000 sec): 3 clusters
  Score: Raw -575736.431466 + Penalty 2873.047410 = -572863.384055
  nChanged 143
		SP:Iteration 16Q (92949.190000 sec): 3 clusters
  Score: Raw -575841.789211 + Penalty 2873.047410 = -572968.741801
  nChanged 114
		SP:Iteration 17Q (92949.310000 sec): 3 clusters
  Score: Raw -575914.500780 + Penalty 2873.047410 = -573041.453369
  nChanged 83
		SP:Iteration 18Q (92949.420000 sec): 3 clusters
  Score: Raw -575962.890514 + Penalty 2873.047410 = -573089.843104
  nChanged 58
		SP:Iteration 19Q (92949.540000 sec): 3 clusters
  Score: Raw -576000.657743 + Penalty 2873.047410 = -573127.610332
  nChanged 50
		SP:Iteration 20F (92949.660000 sec): 3 clusters
  Score: Raw -576032.225986 + Penalty 2873.047410 = -573159.178576
  nChanged 42
		SP:Iteration 21Q (92949.770000 sec): 3 clusters
  Score: Raw -576056.581314 + Penalty 2873.047410 = -573183.533904
  nChanged 31
		SP:Iteration 22Q (92949.880000 sec): 3 clusters
  Score: Raw -576078.211018 + Penalty 2873.047410 = -573205.163608
  nChanged 26
		SP:Iteration 23Q (92950.000000 sec): 3 clusters
  Score: Raw -576095.496029 + Penalty 2873.047410 = -573222.448619
  nChanged 22
		SP:Iteration 24Q (92950.120000 sec): 3 clusters
  Score: Raw -576108.195697 + Penalty 2873.047410 = -573235.148287
  nChanged 22
		SP:Iteration 25Q (92950.230000 sec): 3 clusters
  Score: Raw -576121.987314 + Penalty 2873.047410 = -573248.939904
  nChanged 17
		SP:Iteration 26Q (92950.340000 sec): 3 clusters
  Score: Raw -576133.706274 + Penalty 2873.047410 = -573260.658864
  nChanged 14
		SP:Iteration 27Q (92950.460000 sec): 3 clusters
  Score: Raw -576142.245098 + Penalty 2873.047410 = -573269.197687
  nChanged 14
		SP:Iteration 28Q (92950.570000 sec): 3 clusters
  Score: Raw -576148.903602 + Penalty 2873.047410 = -573275.856191
  nChanged 12
		SP:Iteration 29Q (92950.680000 sec): 3 clusters
  Score: Raw -576155.852511 + Penalty 2873.047410 = -573282.805101
  nChanged 12
		SP:Iteration 30Q (92950.800000 sec): 3 clusters
  Score: Raw -576160.769590 + Penalty 2873.047410 = -573287.722179
  nChanged 7
		SP:Iteration 31Q (92950.920000 sec): 3 clusters
  Score: Raw -576164.084949 + Penalty 2873.047410 = -573291.037538
  nChanged 8
		SP:Iteration 32Q (92951.040000 sec): 3 clusters
  Score: Raw -576169.054451 + Penalty 2873.047410 = -573296.007040
  nChanged 10
		SP:Iteration 33Q (92951.160000 sec): 3 clusters
  Score: Raw -576175.347586 + Penalty 2873.047410 = -573302.300175
  nChanged 6
		SP:Iteration 34Q (92951.280000 sec): 3 clusters
  Score: Raw -576179.680565 + Penalty 2873.047410 = -573306.633154
  nChanged 6
		SP:Iteration 35Q (92951.400000 sec): 3 clusters
  Score: Raw -576182.700945 + Penalty 2873.047410 = -573309.653534
  nChanged 3
		SP:Iteration 36Q (92951.520000 sec): 3 clusters
  Score: Raw -576183.679433 + Penalty 2873.047410 = -573310.632023
  nChanged 2
		SP:Iteration 37Q (92951.640000 sec): 3 clusters
  Score: Raw -576184.081635 + Penalty 2873.047410 = -573311.034225
  nChanged 0
		SP:Iteration 38F (92951.760000 sec): 3 clusters
  Score: Raw -576184.081635 + Penalty 2873.047410 = -573311.034225
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 24 (3904 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (92951.840000 sec): 2 clusters
  Score: Raw -272936.624481 + Penalty 1343.835504 = -271592.788977
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (92951.920000 sec): 3 clusters
  Score: Raw -271002.145786 + Penalty 2687.671008 = -268314.474778
  nChanged 1584
		SP:Iteration 1F (92952.000000 sec): 3 clusters
  Score: Raw -272143.239928 + Penalty 2687.671008 = -269455.568920
  nChanged 350
		SP:Iteration 2F (92952.070000 sec): 3 clusters
  Score: Raw -272392.516326 + Penalty 2687.671008 = -269704.845318
  nChanged 259
		SP:Iteration 3F (92952.140000 sec): 3 clusters
  Score: Raw -272630.550111 + Penalty 2687.671008 = -269942.879103
  nChanged 219
		SP:Iteration 4F (92952.210000 sec): 3 clusters
  Score: Raw -272827.680650 + Penalty 2687.671008 = -270140.009643
  nChanged 193
		SP:Iteration 5Q (92952.290000 sec): 3 clusters
  Score: Raw -273020.934597 + Penalty 2687.671008 = -270333.263590
  nChanged 161
		SP:Iteration 6Q (92952.360000 sec): 3 clusters
  Score: Raw -273140.538347 + Penalty 2687.671008 = -270452.867339
  nChanged 133
		SP:Iteration 7Q (92952.430000 sec): 3 clusters
  Score: Raw -273223.039965 + Penalty 2687.671008 = -270535.368957
  nChanged 90
		SP:Iteration 8Q (92952.510000 sec): 3 clusters
  Score: Raw -273276.133053 + Penalty 2687.671008 = -270588.462045
  nChanged 75
		SP:Iteration 9Q (92952.580000 sec): 3 clusters
  Score: Raw -273316.775802 + Penalty 2687.671008 = -270629.104794
  nChanged 51
		SP:Iteration 10Q (92952.650000 sec): 3 clusters
  Score: Raw -273336.331763 + Penalty 2687.671008 = -270648.660755
  nChanged 45
		SP:Iteration 11Q (92952.720000 sec): 3 clusters
  Score: Raw -273352.293672 + Penalty 2687.671008 = -270664.622664
  nChanged 38
		SP:Iteration 12Q (92952.800000 sec): 3 clusters
  Score: Raw -273370.055748 + Penalty 2687.671008 = -270682.384740
  nChanged 36
		SP:Iteration 13Q (92952.870000 sec): 3 clusters
  Score: Raw -273383.093793 + Penalty 2687.671008 = -270695.422785
  nChanged 28
		SP:Iteration 14Q (92952.940000 sec): 3 clusters
  Score: Raw -273392.857622 + Penalty 2687.671008 = -270705.186615
  nChanged 36
		SP:Iteration 15Q (92953.010000 sec): 3 clusters
  Score: Raw -273406.100605 + Penalty 2687.671008 = -270718.429597
  nChanged 16
		SP:Iteration 16Q (92953.080000 sec): 3 clusters
  Score: Raw -273413.300210 + Penalty 2687.671008 = -270725.629202
  nChanged 27
		SP:Iteration 17Q (92953.160000 sec): 3 clusters
  Score: Raw -273424.379176 + Penalty 2687.671008 = -270736.708168
  nChanged 25
		SP:Iteration 18Q (92953.230000 sec): 3 clusters
  Score: Raw -273432.756492 + Penalty 2687.671008 = -270745.085484
  nChanged 27
		SP:Iteration 19Q (92953.300000 sec): 3 clusters
  Score: Raw -273440.619469 + Penalty 2687.671008 = -270752.948461
  nChanged 22
		SP:Iteration 20F (92953.370000 sec): 3 clusters
  Score: Raw -273448.816950 + Penalty 2687.671008 = -270761.145942
  nChanged 22
		SP:Iteration 21Q (92953.440000 sec): 3 clusters
  Score: Raw -273458.171056 + Penalty 2687.671008 = -270770.500048
  nChanged 25
		SP:Iteration 22Q (92953.520000 sec): 3 clusters
  Score: Raw -273467.444907 + Penalty 2687.671008 = -270779.773899
  nChanged 31
		SP:Iteration 23Q (92953.590000 sec): 3 clusters
  Score: Raw -273478.209979 + Penalty 2687.671008 = -270790.538971
  nChanged 24
		SP:Iteration 24Q (92953.660000 sec): 3 clusters
  Score: Raw -273490.426721 + Penalty 2687.671008 = -270802.755713
  nChanged 27
		SP:Iteration 25Q (92953.730000 sec): 3 clusters
  Score: Raw -273501.612313 + Penalty 2687.671008 = -270813.941305
  nChanged 23
		SP:Iteration 26Q (92953.810000 sec): 3 clusters
  Score: Raw -273508.201239 + Penalty 2687.671008 = -270820.530231
  nChanged 16
		SP:Iteration 27Q (92953.880000 sec): 3 clusters
  Score: Raw -273514.196072 + Penalty 2687.671008 = -270826.525064
  nChanged 10
		SP:Iteration 28Q (92953.950000 sec): 3 clusters
  Score: Raw -273517.075390 + Penalty 2687.671008 = -270829.404383
  nChanged 6
		SP:Iteration 29Q (92954.020000 sec): 3 clusters
  Score: Raw -273518.857981 + Penalty 2687.671008 = -270831.186973
  nChanged 7
		SP:Iteration 30Q (92954.100000 sec): 3 clusters
  Score: Raw -273520.153737 + Penalty 2687.671008 = -270832.482729
  nChanged 6
		SP:Iteration 31Q (92954.170000 sec): 3 clusters
  Score: Raw -273521.471069 + Penalty 2687.671008 = -270833.800061
  nChanged 7
		SP:Iteration 32Q (92954.240000 sec): 3 clusters
  Score: Raw -273523.007929 + Penalty 2687.671008 = -270835.336921
  nChanged 6
		SP:Iteration 33Q (92954.310000 sec): 3 clusters
  Score: Raw -273525.284045 + Penalty 2687.671008 = -270837.613037
  nChanged 5
		SP:Iteration 34Q (92954.380000 sec): 3 clusters
  Score: Raw -273526.065492 + Penalty 2687.671008 = -270838.394484
  nChanged 0
		SP:Iteration 35F (92954.450000 sec): 3 clusters
  Score: Raw -273526.065492 + Penalty 2687.671008 = -270838.394484
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 25 (4408 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (92954.530000 sec): 2 clusters
  Score: Raw -353570.423475 + Penalty 1363.566157 = -352206.857318
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (92954.620000 sec): 3 clusters
  Score: Raw -351349.625861 + Penalty 2727.132314 = -348622.493547
  nChanged 1759
		SP:Iteration 1F (92954.700000 sec): 3 clusters
  Score: Raw -352415.744129 + Penalty 2727.132314 = -349688.611815
  nChanged 354
		SP:Iteration 2F (92954.780000 sec): 3 clusters
  Score: Raw -352609.510682 + Penalty 2727.132314 = -349882.378368
  nChanged 239
		SP:Iteration 3F (92954.860000 sec): 3 clusters
  Score: Raw -352742.068377 + Penalty 2727.132314 = -350014.936062
  nChanged 190
		SP:Iteration 4Q (92954.940000 sec): 3 clusters
  Score: Raw -352865.076665 + Penalty 2727.132314 = -350137.944351
  nChanged 191
		SP:Iteration 5Q (92955.020000 sec): 3 clusters
  Score: Raw -352990.236789 + Penalty 2727.132314 = -350263.104475
  nChanged 202
		SP:Iteration 6Q (92955.110000 sec): 3 clusters
  Score: Raw -353117.778193 + Penalty 2727.132314 = -350390.645879
  nChanged 180
		SP:Iteration 7Q (92955.190000 sec): 3 clusters
  Score: Raw -353230.125188 + Penalty 2727.132314 = -350502.992874
  nChanged 167
		SP:Iteration 8Q (92955.270000 sec): 3 clusters
  Score: Raw -353340.539591 + Penalty 2727.132314 = -350613.407277
  nChanged 149
		SP:Iteration 9Q (92955.360000 sec): 3 clusters
  Score: Raw -353422.604038 + Penalty 2727.132314 = -350695.471724
  nChanged 124
		SP:Iteration 10Q (92955.440000 sec): 3 clusters
  Score: Raw -353493.128974 + Penalty 2727.132314 = -350765.996660
  nChanged 116
		SP:Iteration 11Q (92955.520000 sec): 3 clusters
  Score: Raw -353565.226410 + Penalty 2727.132314 = -350838.094096
  nChanged 113
		SP:Iteration 12Q (92955.600000 sec): 3 clusters
  Score: Raw -353629.704023 + Penalty 2727.132314 = -350902.571709
  nChanged 83
		SP:Iteration 13Q (92955.690000 sec): 3 clusters
  Score: Raw -353675.462922 + Penalty 2727.132314 = -350948.330608
  nChanged 76
		SP:Iteration 14Q (92955.770000 sec): 3 clusters
  Score: Raw -353727.419155 + Penalty 2727.132314 = -351000.286841
  nChanged 66
		SP:Iteration 15Q (92955.860000 sec): 3 clusters
  Score: Raw -353765.178999 + Penalty 2727.132314 = -351038.046685
  nChanged 63
		SP:Iteration 16Q (92955.940000 sec): 3 clusters
  Score: Raw -353795.860684 + Penalty 2727.132314 = -351068.728370
  nChanged 45
		SP:Iteration 17Q (92956.020000 sec): 3 clusters
  Score: Raw -353817.669403 + Penalty 2727.132314 = -351090.537089
  nChanged 33
		SP:Iteration 18Q (92956.100000 sec): 3 clusters
  Score: Raw -353831.450036 + Penalty 2727.132314 = -351104.317722
  nChanged 27
		SP:Iteration 19Q (92956.190000 sec): 3 clusters
  Score: Raw -353845.171275 + Penalty 2727.132314 = -351118.038961
  nChanged 34
		SP:Iteration 20F (92956.270000 sec): 3 clusters
  Score: Raw -353859.129751 + Penalty 2727.132314 = -351131.997437
  nChanged 36
		SP:Iteration 21Q (92956.350000 sec): 3 clusters
  Score: Raw -353870.341145 + Penalty 2727.132314 = -351143.208831
  nChanged 26
		SP:Iteration 22Q (92956.430000 sec): 3 clusters
  Score: Raw -353878.716897 + Penalty 2727.132314 = -351151.584583
  nChanged 23
		SP:Iteration 23Q (92956.510000 sec): 3 clusters
  Score: Raw -353889.998313 + Penalty 2727.132314 = -351162.865999
  nChanged 27
		SP:Iteration 24Q (92956.590000 sec): 3 clusters
  Score: Raw -353904.856762 + Penalty 2727.132314 = -351177.724448
  nChanged 29
		SP:Iteration 25Q (92956.670000 sec): 3 clusters
  Score: Raw -353918.241507 + Penalty 2727.132314 = -351191.109193
  nChanged 24
		SP:Iteration 26Q (92956.750000 sec): 3 clusters
  Score: Raw -353930.010452 + Penalty 2727.132314 = -351202.878138
  nChanged 16
		SP:Iteration 27Q (92956.830000 sec): 3 clusters
  Score: Raw -353939.423231 + Penalty 2727.132314 = -351212.290917
  nChanged 12
		SP:Iteration 28Q (92956.910000 sec): 3 clusters
  Score: Raw -353945.560030 + Penalty 2727.132314 = -351218.427716
  nChanged 13
		SP:Iteration 29Q (92956.990000 sec): 3 clusters
  Score: Raw -353953.529207 + Penalty 2727.132314 = -351226.396893
  nChanged 14
		SP:Iteration 30Q (92957.070000 sec): 3 clusters
  Score: Raw -353958.959183 + Penalty 2727.132314 = -351231.826869
  nChanged 9
		SP:Iteration 31Q (92957.150000 sec): 3 clusters
  Score: Raw -353962.325692 + Penalty 2727.132314 = -351235.193378
  nChanged 14
		SP:Iteration 32Q (92957.230000 sec): 3 clusters
  Score: Raw -353967.291302 + Penalty 2727.132314 = -351240.158988
  nChanged 8
		SP:Iteration 33Q (92957.310000 sec): 3 clusters
  Score: Raw -353971.771154 + Penalty 2727.132314 = -351244.638840
  nChanged 9
		SP:Iteration 34Q (92957.390000 sec): 3 clusters
  Score: Raw -353974.572517 + Penalty 2727.132314 = -351247.440203
  nChanged 4
		SP:Iteration 35Q (92957.470000 sec): 3 clusters
  Score: Raw -353975.785508 + Penalty 2727.132314 = -351248.653194
  nChanged 1
		SP:Iteration 36Q (92957.550000 sec): 3 clusters
  Score: Raw -353976.671607 + Penalty 2727.132314 = -351249.539293
  nChanged 2
		SP:Iteration 37Q (92957.630000 sec): 3 clusters
  Score: Raw -353977.620480 + Penalty 2727.132314 = -351250.488166
  nChanged 4
		SP:Iteration 38Q (92957.710000 sec): 3 clusters
  Score: Raw -353978.752698 + Penalty 2727.132314 = -351251.620384
  nChanged 3
		SP:Iteration 39Q (92957.790000 sec): 3 clusters
  Score: Raw -353979.936136 + Penalty 2727.132314 = -351252.803822
  nChanged 1
		SP:Iteration 40F (92957.870000 sec): 3 clusters
  Score: Raw -353980.296397 + Penalty 2727.132314 = -351253.164083
  nChanged 2
		SP:Iteration 41Q (92957.950000 sec): 3 clusters
  Score: Raw -353980.794667 + Penalty 2727.132314 = -351253.662353
  nChanged 1
		SP:Iteration 42Q (92958.030000 sec): 3 clusters
  Score: Raw -353981.026328 + Penalty 2727.132314 = -351253.894014
  nChanged 0
		SP:Iteration 43F (92958.110000 sec): 3 clusters
  Score: Raw -353981.026328 + Penalty 2727.132314 = -351253.894014
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 26 (24989 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (92958.330000 sec): 2 clusters
  Score: Raw -2254562.796077 + Penalty 1645.506039 = -2252917.290039
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (92958.640000 sec): 3 clusters
  Score: Raw -2239323.154530 + Penalty 3291.012077 = -2236032.142452
  nChanged 11395
		SP:Iteration 1F (92958.920000 sec): 3 clusters
  Score: Raw -2245794.911572 + Penalty 3291.012077 = -2242503.899495
  nChanged 1371
		SP:Iteration 2F (92959.250000 sec): 3 clusters
  Score: Raw -2246397.835363 + Penalty 3291.012077 = -2243106.823286
  nChanged 1435
		SP:Iteration 3F (92959.550000 sec): 3 clusters
  Score: Raw -2247136.227617 + Penalty 3291.012077 = -2243845.215540
  nChanged 1649
		SP:Iteration 4F (92959.830000 sec): 3 clusters
  Score: Raw -2248159.758499 + Penalty 3291.012077 = -2244868.746422
  nChanged 1826
		SP:Iteration 5F (92960.160000 sec): 3 clusters
  Score: Raw -2249451.744595 + Penalty 3291.012077 = -2246160.732518
  nChanged 1806
		SP:Iteration 6F (92960.460000 sec): 3 clusters
  Score: Raw -2250829.304858 + Penalty 3291.012077 = -2247538.292781
  nChanged 1599
		SP:Iteration 7F (92960.740000 sec): 3 clusters
  Score: Raw -2252122.139588 + Penalty 3291.012077 = -2248831.127511
  nChanged 1230
		SP:Iteration 8Q (92961.050000 sec): 3 clusters
  Score: Raw -2253111.484796 + Penalty 3291.012077 = -2249820.472719
  nChanged 830
		SP:Iteration 9Q (92961.370000 sec): 3 clusters
  Score: Raw -2253770.647235 + Penalty 3291.012077 = -2250479.635158
  nChanged 527
		SP:Iteration 10Q (92961.660000 sec): 3 clusters
  Score: Raw -2254229.702057 + Penalty 3291.012077 = -2250938.689980
  nChanged 333
		SP:Iteration 11Q (92961.990000 sec): 3 clusters
  Score: Raw -2254596.158757 + Penalty 3291.012077 = -2251305.146680
  nChanged 221
		SP:Iteration 12Q (92962.270000 sec): 3 clusters
  Score: Raw -2254860.847963 + Penalty 3291.012077 = -2251569.835886
  nChanged 153
		SP:Iteration 13Q (92962.530000 sec): 3 clusters
  Score: Raw -2255004.083723 + Penalty 3291.012077 = -2251713.071646
  nChanged 94
		SP:Iteration 14Q (92962.790000 sec): 3 clusters
  Score: Raw -2255071.141950 + Penalty 3291.012077 = -2251780.129873
  nChanged 52
		SP:Iteration 15Q (92963.040000 sec): 3 clusters
  Score: Raw -2255100.978418 + Penalty 3291.012077 = -2251809.966341
  nChanged 34
		SP:Iteration 16Q (92963.330000 sec): 3 clusters
  Score: Raw -2255115.806667 + Penalty 3291.012077 = -2251824.794589
  nChanged 25
		SP:Iteration 17Q (92963.600000 sec): 3 clusters
  Score: Raw -2255124.730929 + Penalty 3291.012077 = -2251833.718852
  nChanged 14
		SP:Iteration 18Q (92963.880000 sec): 3 clusters
  Score: Raw -2255130.354142 + Penalty 3291.012077 = -2251839.342065
  nChanged 7
		SP:Iteration 19Q (92964.130000 sec): 3 clusters
  Score: Raw -2255132.759370 + Penalty 3291.012077 = -2251841.747293
  nChanged 7
		SP:Iteration 20F (92964.410000 sec): 3 clusters
  Score: Raw -2255134.193004 + Penalty 3291.012077 = -2251843.180926
  nChanged 5
		SP:Iteration 21Q (92964.670000 sec): 3 clusters
  Score: Raw -2255135.742907 + Penalty 3291.012077 = -2251844.730829
  nChanged 1
		SP:Iteration 22Q (92964.920000 sec): 3 clusters
  Score: Raw -2255136.099263 + Penalty 3291.012077 = -2251845.087186
  nChanged 1
		SP:Iteration 23Q (92965.170000 sec): 3 clusters
  Score: Raw -2255136.536617 + Penalty 3291.012077 = -2251845.524540
  nChanged 1
		SP:Iteration 24Q (92965.430000 sec): 3 clusters
  Score: Raw -2255136.865292 + Penalty 3291.012077 = -2251845.853215
  nChanged 2
		SP:Iteration 25Q (92965.680000 sec): 3 clusters
  Score: Raw -2255137.614871 + Penalty 3291.012077 = -2251846.602794
  nChanged 3
		SP:Iteration 26Q (92965.940000 sec): 3 clusters
  Score: Raw -2255138.288552 + Penalty 3291.012077 = -2251847.276474
  nChanged 0
		SP:Iteration 27F (92966.220000 sec): 3 clusters
  Score: Raw -2255138.288552 + Penalty 3291.012077 = -2251847.276474
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 27 (3042 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (92966.280000 sec): 2 clusters
  Score: Raw -256133.882382 + Penalty 1303.293952 = -254830.588431
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (92966.360000 sec): 3 clusters
  Score: Raw -254707.632202 + Penalty 2606.587904 = -252101.044299
  nChanged 1130
		SP:Iteration 1F (92966.420000 sec): 3 clusters
  Score: Raw -255461.029673 + Penalty 2606.587904 = -252854.441770
  nChanged 281
		SP:Iteration 2F (92966.480000 sec): 3 clusters
  Score: Raw -255673.506134 + Penalty 2606.587904 = -253066.918231
  nChanged 207
		SP:Iteration 3F (92966.530000 sec): 3 clusters
  Score: Raw -255846.943842 + Penalty 2606.587904 = -253240.355938
  nChanged 204
		SP:Iteration 4F (92966.590000 sec): 3 clusters
  Score: Raw -256016.070443 + Penalty 2606.587904 = -253409.482539
  nChanged 157
		SP:Iteration 5F (92966.650000 sec): 3 clusters
  Score: Raw -256133.510147 + Penalty 2606.587904 = -253526.922243
  nChanged 116
		SP:Iteration 6Q (92966.710000 sec): 3 clusters
  Score: Raw -256210.562483 + Penalty 2606.587904 = -253603.974580
  nChanged 92
		SP:Iteration 7Q (92966.760000 sec): 3 clusters
  Score: Raw -256266.828347 + Penalty 2606.587904 = -253660.240444
  nChanged 77
		SP:Iteration 8Q (92966.820000 sec): 3 clusters
  Score: Raw -256318.067709 + Penalty 2606.587904 = -253711.479805
  nChanged 61
		SP:Iteration 9Q (92966.880000 sec): 3 clusters
  Score: Raw -256361.525963 + Penalty 2606.587904 = -253754.938059
  nChanged 44
		SP:Iteration 10Q (92966.940000 sec): 3 clusters
  Score: Raw -256389.354057 + Penalty 2606.587904 = -253782.766153
  nChanged 26
		SP:Iteration 11Q (92967.000000 sec): 3 clusters
  Score: Raw -256403.027422 + Penalty 2606.587904 = -253796.439518
  nChanged 29
		SP:Iteration 12Q (92967.050000 sec): 3 clusters
  Score: Raw -256416.777047 + Penalty 2606.587904 = -253810.189143
  nChanged 20
		SP:Iteration 13Q (92967.110000 sec): 3 clusters
  Score: Raw -256433.175144 + Penalty 2606.587904 = -253826.587240
  nChanged 27
		SP:Iteration 14Q (92967.170000 sec): 3 clusters
  Score: Raw -256450.181307 + Penalty 2606.587904 = -253843.593404
  nChanged 27
		SP:Iteration 15Q (92967.230000 sec): 3 clusters
  Score: Raw -256467.984510 + Penalty 2606.587904 = -253861.396606
  nChanged 17
		SP:Iteration 16Q (92967.290000 sec): 3 clusters
  Score: Raw -256475.160220 + Penalty 2606.587904 = -253868.572317
  nChanged 13
		SP:Iteration 17Q (92967.350000 sec): 3 clusters
  Score: Raw -256484.448785 + Penalty 2606.587904 = -253877.860881
  nChanged 10
		SP:Iteration 18Q (92967.400000 sec): 3 clusters
  Score: Raw -256491.354413 + Penalty 2606.587904 = -253884.766509
  nChanged 14
		SP:Iteration 19Q (92967.460000 sec): 3 clusters
  Score: Raw -256501.160997 + Penalty 2606.587904 = -253894.573093
  nChanged 12
		SP:Iteration 20F (92967.520000 sec): 3 clusters
  Score: Raw -256508.057890 + Penalty 2606.587904 = -253901.469987
  nChanged 15
		SP:Iteration 21Q (92967.570000 sec): 3 clusters
  Score: Raw -256516.105597 + Penalty 2606.587904 = -253909.517693
  nChanged 12
		SP:Iteration 22Q (92967.630000 sec): 3 clusters
  Score: Raw -256524.243785 + Penalty 2606.587904 = -253917.655881
  nChanged 14
		SP:Iteration 23Q (92967.690000 sec): 3 clusters
  Score: Raw -256529.096872 + Penalty 2606.587904 = -253922.508968
  nChanged 12
		SP:Iteration 24Q (92967.750000 sec): 3 clusters
  Score: Raw -256538.223136 + Penalty 2606.587904 = -253931.635232
  nChanged 15
		SP:Iteration 25Q (92967.810000 sec): 3 clusters
  Score: Raw -256550.184708 + Penalty 2606.587904 = -253943.596804
  nChanged 17
		SP:Iteration 26Q (92967.860000 sec): 3 clusters
  Score: Raw -256563.319237 + Penalty 2606.587904 = -253956.731334
  nChanged 14
		SP:Iteration 27Q (92967.920000 sec): 3 clusters
  Score: Raw -256573.739430 + Penalty 2606.587904 = -253967.151526
  nChanged 9
		SP:Iteration 28Q (92967.980000 sec): 3 clusters
  Score: Raw -256582.325502 + Penalty 2606.587904 = -253975.737598
  nChanged 14
		SP:Iteration 29Q (92968.030000 sec): 3 clusters
  Score: Raw -256592.752595 + Penalty 2606.587904 = -253986.164691
  nChanged 10
		SP:Iteration 30Q (92968.090000 sec): 3 clusters
  Score: Raw -256599.366901 + Penalty 2606.587904 = -253992.778997
  nChanged 9
		SP:Iteration 31Q (92968.150000 sec): 3 clusters
  Score: Raw -256606.087052 + Penalty 2606.587904 = -253999.499148
  nChanged 6
		SP:Iteration 32Q (92968.210000 sec): 3 clusters
  Score: Raw -256610.203791 + Penalty 2606.587904 = -254003.615888
  nChanged 11
		SP:Iteration 33Q (92968.270000 sec): 3 clusters
  Score: Raw -256615.435273 + Penalty 2606.587904 = -254008.847369
  nChanged 4
		SP:Iteration 34Q (92968.330000 sec): 3 clusters
  Score: Raw -256617.842030 + Penalty 2606.587904 = -254011.254127
  nChanged 7
		SP:Iteration 35Q (92968.380000 sec): 3 clusters
  Score: Raw -256620.361353 + Penalty 2606.587904 = -254013.773449
  nChanged 7
		SP:Iteration 36Q (92968.440000 sec): 3 clusters
  Score: Raw -256623.978407 + Penalty 2606.587904 = -254017.390504
  nChanged 5
		SP:Iteration 37Q (92968.500000 sec): 3 clusters
  Score: Raw -256626.729087 + Penalty 2606.587904 = -254020.141183
  nChanged 7
		SP:Iteration 38Q (92968.560000 sec): 3 clusters
  Score: Raw -256629.362082 + Penalty 2606.587904 = -254022.774178
  nChanged 5
		SP:Iteration 39Q (92968.610000 sec): 3 clusters
  Score: Raw -256634.116830 + Penalty 2606.587904 = -254027.528926
  nChanged 8
		SP:Iteration 40F (92968.670000 sec): 3 clusters
  Score: Raw -256637.172972 + Penalty 2606.587904 = -254030.585068
  nChanged 8
		SP:Iteration 41Q (92968.730000 sec): 3 clusters
  Score: Raw -256640.319044 + Penalty 2606.587904 = -254033.731141
  nChanged 4
		SP:Iteration 42Q (92968.790000 sec): 3 clusters
  Score: Raw -256641.722782 + Penalty 2606.587904 = -254035.134879
  nChanged 3
		SP:Iteration 43Q (92968.850000 sec): 3 clusters
  Score: Raw -256643.581819 + Penalty 2606.587904 = -254036.993915
  nChanged 1
		SP:Iteration 44Q (92968.900000 sec): 3 clusters
  Score: Raw -256644.012300 + Penalty 2606.587904 = -254037.424396
  nChanged 3
		SP:Iteration 45Q (92968.960000 sec): 3 clusters
  Score: Raw -256646.679726 + Penalty 2606.587904 = -254040.091822
  nChanged 6
		SP:Iteration 46Q (92969.020000 sec): 3 clusters
  Score: Raw -256649.287559 + Penalty 2606.587904 = -254042.699655
  nChanged 2
		SP:Iteration 47Q (92969.070000 sec): 3 clusters
  Score: Raw -256649.481109 + Penalty 2606.587904 = -254042.893206
  nChanged 1
		SP:Iteration 48Q (92969.130000 sec): 3 clusters
  Score: Raw -256649.750851 + Penalty 2606.587904 = -254043.162948
  nChanged 3
		SP:Iteration 49Q (92969.190000 sec): 3 clusters
  Score: Raw -256650.674803 + Penalty 2606.587904 = -254044.086899
  nChanged 4
		SP:Iteration 50Q (92969.250000 sec): 3 clusters
  Score: Raw -256652.123729 + Penalty 2606.587904 = -254045.535825
  nChanged 5
		SP:Iteration 51Q (92969.310000 sec): 3 clusters
  Score: Raw -256653.736040 + Penalty 2606.587904 = -254047.148136
  nChanged 4
		SP:Iteration 52Q (92969.360000 sec): 3 clusters
  Score: Raw -256655.026300 + Penalty 2606.587904 = -254048.438397
  nChanged 6
		SP:Iteration 53Q (92969.420000 sec): 3 clusters
  Score: Raw -256657.893353 + Penalty 2606.587904 = -254051.305449
  nChanged 7
		SP:Iteration 54Q (92969.480000 sec): 3 clusters
  Score: Raw -256661.600218 + Penalty 2606.587904 = -254055.012315
  nChanged 3
		SP:Iteration 55Q (92969.530000 sec): 3 clusters
  Score: Raw -256662.274376 + Penalty 2606.587904 = -254055.686472
  nChanged 4
		SP:Iteration 56Q (92969.590000 sec): 3 clusters
  Score: Raw -256663.510208 + Penalty 2606.587904 = -254056.922304
  nChanged 4
		SP:Iteration 57Q (92969.650000 sec): 3 clusters
  Score: Raw -256664.338323 + Penalty 2606.587904 = -254057.750419
  nChanged 1
		SP:Iteration 58Q (92969.710000 sec): 3 clusters
  Score: Raw -256664.437576 + Penalty 2606.587904 = -254057.849673
  nChanged 1
		SP:Iteration 59Q (92969.760000 sec): 3 clusters
  Score: Raw -256664.609735 + Penalty 2606.587904 = -254058.021832
  nChanged 0
		SP:Iteration 60F (92969.820000 sec): 3 clusters
  Score: Raw -256664.609735 + Penalty 2606.587904 = -254058.021832
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 28 (2713 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (92969.890000 sec): 2 clusters
  Score: Raw -245065.712636 + Penalty 1284.694176 = -243781.018460
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (92969.940000 sec): 3 clusters
  Score: Raw -243878.898944 + Penalty 2569.388352 = -241309.510593
  nChanged 1007
		SP:Iteration 1F (92969.990000 sec): 3 clusters
  Score: Raw -244563.552136 + Penalty 2569.388352 = -241994.163784
  nChanged 204
		SP:Iteration 2F (92970.040000 sec): 3 clusters
  Score: Raw -244710.038168 + Penalty 2569.388352 = -242140.649816
  nChanged 131
		SP:Iteration 3Q (92970.090000 sec): 3 clusters
  Score: Raw -244798.848598 + Penalty 2569.388352 = -242229.460246
  nChanged 111
		SP:Iteration 4Q (92970.150000 sec): 3 clusters
  Score: Raw -244870.566625 + Penalty 2569.388352 = -242301.178274
  nChanged 86
		SP:Iteration 5Q (92970.200000 sec): 3 clusters
  Score: Raw -244935.107088 + Penalty 2569.388352 = -242365.718736
  nChanged 82
		SP:Iteration 6Q (92970.250000 sec): 3 clusters
  Score: Raw -244996.051462 + Penalty 2569.388352 = -242426.663110
  nChanged 67
		SP:Iteration 7Q (92970.300000 sec): 3 clusters
  Score: Raw -245036.126325 + Penalty 2569.388352 = -242466.737973
  nChanged 59
		SP:Iteration 8Q (92970.350000 sec): 3 clusters
  Score: Raw -245072.631996 + Penalty 2569.388352 = -242503.243644
  nChanged 54
		SP:Iteration 9Q (92970.400000 sec): 3 clusters
  Score: Raw -245098.708176 + Penalty 2569.388352 = -242529.319824
  nChanged 45
		SP:Iteration 10Q (92970.450000 sec): 3 clusters
  Score: Raw -245120.407930 + Penalty 2569.388352 = -242551.019578
  nChanged 39
		SP:Iteration 11Q (92970.510000 sec): 3 clusters
  Score: Raw -245137.396275 + Penalty 2569.388352 = -242568.007923
  nChanged 39
		SP:Iteration 12Q (92970.560000 sec): 3 clusters
  Score: Raw -245153.680355 + Penalty 2569.388352 = -242584.292004
  nChanged 25
		SP:Iteration 13Q (92970.610000 sec): 3 clusters
  Score: Raw -245164.848689 + Penalty 2569.388352 = -242595.460338
  nChanged 19
		SP:Iteration 14Q (92970.660000 sec): 3 clusters
  Score: Raw -245172.336611 + Penalty 2569.388352 = -242602.948259
  nChanged 22
		SP:Iteration 15Q (92970.710000 sec): 3 clusters
  Score: Raw -245180.452895 + Penalty 2569.388352 = -242611.064543
  nChanged 14
		SP:Iteration 16Q (92970.770000 sec): 3 clusters
  Score: Raw -245186.188291 + Penalty 2569.388352 = -242616.799940
  nChanged 18
		SP:Iteration 17Q (92970.820000 sec): 3 clusters
  Score: Raw -245193.440321 + Penalty 2569.388352 = -242624.051969
  nChanged 10
		SP:Iteration 18Q (92970.870000 sec): 3 clusters
  Score: Raw -245196.909111 + Penalty 2569.388352 = -242627.520760
  nChanged 10
		SP:Iteration 19Q (92970.920000 sec): 3 clusters
  Score: Raw -245199.786001 + Penalty 2569.388352 = -242630.397649
  nChanged 7
		SP:Iteration 20F (92970.970000 sec): 3 clusters
  Score: Raw -245201.958377 + Penalty 2569.388352 = -242632.570025
  nChanged 5
		SP:Iteration 21Q (92971.020000 sec): 3 clusters
  Score: Raw -245204.152104 + Penalty 2569.388352 = -242634.763752
  nChanged 5
		SP:Iteration 22Q (92971.070000 sec): 3 clusters
  Score: Raw -245206.452825 + Penalty 2569.388352 = -242637.064473
  nChanged 7
		SP:Iteration 23Q (92971.130000 sec): 3 clusters
  Score: Raw -245209.297370 + Penalty 2569.388352 = -242639.909018
  nChanged 3
		SP:Iteration 24Q (92971.180000 sec): 3 clusters
  Score: Raw -245210.493368 + Penalty 2569.388352 = -242641.105016
  nChanged 2
		SP:Iteration 25Q (92971.230000 sec): 3 clusters
  Score: Raw -245211.364006 + Penalty 2569.388352 = -242641.975654
  nChanged 6
		SP:Iteration 26Q (92971.280000 sec): 3 clusters
  Score: Raw -245213.394744 + Penalty 2569.388352 = -242644.006392
  nChanged 4
		SP:Iteration 27Q (92971.330000 sec): 3 clusters
  Score: Raw -245215.083045 + Penalty 2569.388352 = -242645.694693
  nChanged 2
		SP:Iteration 28Q (92971.390000 sec): 3 clusters
  Score: Raw -245216.154879 + Penalty 2569.388352 = -242646.766528
  nChanged 1
		SP:Iteration 29Q (92971.440000 sec): 3 clusters
  Score: Raw -245216.410997 + Penalty 2569.388352 = -242647.022646
  nChanged 1
		SP:Iteration 30Q (92971.490000 sec): 3 clusters
  Score: Raw -245216.738884 + Penalty 2569.388352 = -242647.350533
  nChanged 2
		SP:Iteration 31Q (92971.540000 sec): 3 clusters
  Score: Raw -245217.178973 + Penalty 2569.388352 = -242647.790621
  nChanged 0
		SP:Iteration 32F (92971.590000 sec): 3 clusters
  Score: Raw -245217.178973 + Penalty 2569.388352 = -242647.790621
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 29 (19802 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (92971.820000 sec): 2 clusters
  Score: Raw -1799200.746395 + Penalty 1607.699961 = -1797593.046434
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (92972.090000 sec): 3 clusters
  Score: Raw -1787343.587365 + Penalty 3215.399922 = -1784128.187443
  nChanged 8891
		SP:Iteration 1F (92972.360000 sec): 3 clusters
  Score: Raw -1792335.637965 + Penalty 3215.399922 = -1789120.238043
  nChanged 1081
		SP:Iteration 2F (92972.610000 sec): 3 clusters
  Score: Raw -1792807.062701 + Penalty 3215.399922 = -1789591.662779
  nChanged 1098
		SP:Iteration 3F (92972.840000 sec): 3 clusters
  Score: Raw -1793367.663507 + Penalty 3215.399922 = -1790152.263585
  nChanged 1181
		SP:Iteration 4F (92973.090000 sec): 3 clusters
  Score: Raw -1794048.086641 + Penalty 3215.399922 = -1790832.686719
  nChanged 1303
		SP:Iteration 5F (92973.320000 sec): 3 clusters
  Score: Raw -1794955.305333 + Penalty 3215.399922 = -1791739.905411
  nChanged 1424
		SP:Iteration 6F (92973.580000 sec): 3 clusters
  Score: Raw -1796053.167824 + Penalty 3215.399922 = -1792837.767902
  nChanged 1387
		SP:Iteration 7F (92973.830000 sec): 3 clusters
  Score: Raw -1797259.716241 + Penalty 3215.399922 = -1794044.316319
  nChanged 1075
		SP:Iteration 8F (92974.070000 sec): 3 clusters
  Score: Raw -1798210.958700 + Penalty 3215.399922 = -1794995.558778
  nChanged 620
		SP:Iteration 9Q (92974.310000 sec): 3 clusters
  Score: Raw -1798790.382416 + Penalty 3215.399922 = -1795574.982493
  nChanged 304
		SP:Iteration 10Q (92974.540000 sec): 3 clusters
  Score: Raw -1799068.574903 + Penalty 3215.399922 = -1795853.174981
  nChanged 136
		SP:Iteration 11Q (92974.790000 sec): 3 clusters
  Score: Raw -1799210.422973 + Penalty 3215.399922 = -1795995.023051
  nChanged 72
		SP:Iteration 12Q (92975.030000 sec): 3 clusters
  Score: Raw -1799305.355171 + Penalty 3215.399922 = -1796089.955249
  nChanged 58
		SP:Iteration 13Q (92975.300000 sec): 3 clusters
  Score: Raw -1799374.130876 + Penalty 3215.399922 = -1796158.730954
  nChanged 25
		SP:Iteration 14Q (92975.550000 sec): 3 clusters
  Score: Raw -1799400.593065 + Penalty 3215.399922 = -1796185.193143
  nChanged 15
		SP:Iteration 15Q (92975.780000 sec): 3 clusters
  Score: Raw -1799416.086140 + Penalty 3215.399922 = -1796200.686218
  nChanged 11
		SP:Iteration 16Q (92976.050000 sec): 3 clusters
  Score: Raw -1799426.155290 + Penalty 3215.399922 = -1796210.755368
  nChanged 5
		SP:Iteration 17Q (92976.300000 sec): 3 clusters
  Score: Raw -1799429.852510 + Penalty 3215.399922 = -1796214.452588
  nChanged 7
		SP:Iteration 18Q (92976.530000 sec): 3 clusters
  Score: Raw -1799437.817813 + Penalty 3215.399922 = -1796222.417891
  nChanged 2
		SP:Iteration 19Q (92976.800000 sec): 3 clusters
  Score: Raw -1799440.228856 + Penalty 3215.399922 = -1796224.828934
  nChanged 1
		SP:Iteration 20F (92977.050000 sec): 3 clusters
  Score: Raw -1799441.199646 + Penalty 3215.399922 = -1796225.799724
  nChanged 1
		SP:Iteration 21Q (92977.280000 sec): 3 clusters
  Score: Raw -1799441.677939 + Penalty 3215.399922 = -1796226.278017
  nChanged 0
		SP:Iteration 22F (92977.540000 sec): 3 clusters
  Score: Raw -1799441.677939 + Penalty 3215.399922 = -1796226.278017
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 30 (926 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (92977.590000 sec): 2 clusters
  Score: Raw -61562.296350 + Penalty 1110.017063 = -60452.279287
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (92977.610000 sec): 3 clusters
  Score: Raw -61346.983163 + Penalty 2220.034126 = -59126.949037
  nChanged 279
		SP:Iteration 1F (92977.630000 sec): 3 clusters
  Score: Raw -61757.835692 + Penalty 2220.034126 = -59537.801566
  nChanged 85
		SP:Iteration 2F (92977.650000 sec): 3 clusters
  Score: Raw -61903.451235 + Penalty 2220.034126 = -59683.417109
  nChanged 53
		SP:Iteration 3F (92977.670000 sec): 3 clusters
  Score: Raw -62006.397965 + Penalty 2220.034126 = -59786.363839
  nChanged 36
		SP:Iteration 4Q (92977.690000 sec): 3 clusters
  Score: Raw -62062.302366 + Penalty 2220.034126 = -59842.268240
  nChanged 21
		SP:Iteration 5Q (92977.710000 sec): 3 clusters
  Score: Raw -62092.250740 + Penalty 2220.034126 = -59872.216613
  nChanged 11
		SP:Iteration 6Q (92977.730000 sec): 3 clusters
  Score: Raw -62105.270373 + Penalty 2220.034126 = -59885.236247
  nChanged 7
		SP:Iteration 7Q (92977.750000 sec): 3 clusters
  Score: Raw -62114.043264 + Penalty 2220.034126 = -59894.009138
  nChanged 7
		SP:Iteration 8Q (92977.760000 sec): 3 clusters
  Score: Raw -62125.140918 + Penalty 2220.034126 = -59905.106791
  nChanged 9
		SP:Iteration 9Q (92977.780000 sec): 3 clusters
  Score: Raw -62134.696572 + Penalty 2220.034126 = -59914.662446
  nChanged 6
		SP:Iteration 10Q (92977.800000 sec): 3 clusters
  Score: Raw -62142.038683 + Penalty 2220.034126 = -59922.004557
  nChanged 5
		SP:Iteration 11Q (92977.820000 sec): 3 clusters
  Score: Raw -62148.177063 + Penalty 2220.034126 = -59928.142936
  nChanged 4
		SP:Iteration 12Q (92977.830000 sec): 3 clusters
  Score: Raw -62152.037523 + Penalty 2220.034126 = -59932.003396
  nChanged 2
		SP:Iteration 13Q (92977.850000 sec): 3 clusters
  Score: Raw -62153.132039 + Penalty 2220.034126 = -59933.097913
  nChanged 0
		SP:Iteration 14F (92977.870000 sec): 3 clusters
  Score: Raw -62153.132039 + Penalty 2220.034126 = -59933.097913
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 31 (516 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (92977.910000 sec): 2 clusters
  Score: Raw -47699.621489 + Penalty 1014.992349 = -46684.629140
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (92977.910000 sec): 3 clusters
  Score: Raw -47644.851240 + Penalty 2029.984699 = -45614.866541
  nChanged 121
		SP:Iteration 1F (92977.930000 sec): 3 clusters
  Score: Raw -47879.610442 + Penalty 2029.984699 = -45849.625743
  nChanged 40
		SP:Iteration 2F (92977.940000 sec): 3 clusters
  Score: Raw -48053.623589 + Penalty 2029.984699 = -46023.638890
  nChanged 33
		SP:Iteration 3F (92977.950000 sec): 3 clusters
  Score: Raw -48338.982125 + Penalty 2029.984699 = -46308.997426
  nChanged 38
		SP:Iteration 4F (92977.960000 sec): 3 clusters
  Score: Raw -48432.958043 + Penalty 2029.984699 = -46402.973345
  nChanged 19
		SP:Iteration 5Q (92977.970000 sec): 3 clusters
  Score: Raw -48477.163888 + Penalty 2029.984699 = -46447.179190
  nChanged 9
		SP:Iteration 6Q (92977.980000 sec): 3 clusters
  Score: Raw -48496.368939 + Penalty 2029.984699 = -46466.384240
  nChanged 5
		SP:Iteration 7Q (92977.990000 sec): 3 clusters
  Score: Raw -48503.810478 + Penalty 2029.984699 = -46473.825779
  nChanged 3
		SP:Iteration 8Q (92978.000000 sec): 3 clusters
  Score: Raw -48506.741018 + Penalty 2029.984699 = -46476.756319
  nChanged 1
		SP:Iteration 9Q (92978.010000 sec): 3 clusters
  Score: Raw -48508.759230 + Penalty 2029.984699 = -46478.774531
  nChanged 1
		SP:Iteration 10Q (92978.020000 sec): 3 clusters
  Score: Raw -48510.239985 + Penalty 2029.984699 = -46480.255286
  nChanged 2
		SP:Iteration 11Q (92978.030000 sec): 3 clusters
  Score: Raw -48514.598350 + Penalty 2029.984699 = -46484.613652
  nChanged 1
		SP:Iteration 12Q (92978.040000 sec): 3 clusters
  Score: Raw -48515.816463 + Penalty 2029.984699 = -46485.831764
  nChanged 2
		SP:Iteration 13Q (92978.050000 sec): 3 clusters
  Score: Raw -48520.124721 + Penalty 2029.984699 = -46490.140022
  nChanged 3
		SP:Iteration 14Q (92978.060000 sec): 3 clusters
  Score: Raw -48525.595409 + Penalty 2029.984699 = -46495.610710
  nChanged 3
		SP:Iteration 15Q (92978.070000 sec): 3 clusters
  Score: Raw -48529.994386 + Penalty 2029.984699 = -46500.009688
  nChanged 1
		SP:Iteration 16Q (92978.080000 sec): 3 clusters
  Score: Raw -48531.568445 + Penalty 2029.984699 = -46501.583746
  nChanged 0
		SP:Iteration 17F (92978.090000 sec): 3 clusters
  Score: Raw -48531.568445 + Penalty 2029.984699 = -46501.583746
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 32 (6223 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (92978.180000 sec): 2 clusters
  Score: Raw -562867.822339 + Penalty 1419.601200 = -561448.221139
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (92978.320000 sec): 3 clusters
  Score: Raw -559557.379731 + Penalty 2839.202400 = -556718.177331
  nChanged 2572
		SP:Iteration 1F (92978.430000 sec): 3 clusters
  Score: Raw -560998.404323 + Penalty 2839.202400 = -558159.201923
  nChanged 460
		SP:Iteration 2F (92978.530000 sec): 3 clusters
  Score: Raw -561287.739025 + Penalty 2839.202400 = -558448.536625
  nChanged 380
		SP:Iteration 3F (92978.630000 sec): 3 clusters
  Score: Raw -561558.662050 + Penalty 2839.202400 = -558719.459650
  nChanged 357
		SP:Iteration 4F (92978.740000 sec): 3 clusters
  Score: Raw -561835.647124 + Penalty 2839.202400 = -558996.444724
  nChanged 331
		SP:Iteration 5F (92978.840000 sec): 3 clusters
  Score: Raw -562082.572663 + Penalty 2839.202400 = -559243.370263
  nChanged 297
		SP:Iteration 6Q (92978.950000 sec): 3 clusters
  Score: Raw -562277.863873 + Penalty 2839.202400 = -559438.661473
  nChanged 254
		SP:Iteration 7Q (92979.050000 sec): 3 clusters
  Score: Raw -562406.515353 + Penalty 2839.202400 = -559567.312953
  nChanged 176
		SP:Iteration 8Q (92979.160000 sec): 3 clusters
  Score: Raw -562490.619236 + Penalty 2839.202400 = -559651.416836
  nChanged 148
		SP:Iteration 9Q (92979.260000 sec): 3 clusters
  Score: Raw -562557.150574 + Penalty 2839.202400 = -559717.948174
  nChanged 130
		SP:Iteration 10Q (92979.370000 sec): 3 clusters
  Score: Raw -562615.023479 + Penalty 2839.202400 = -559775.821079
  nChanged 99
		SP:Iteration 11Q (92979.470000 sec): 3 clusters
  Score: Raw -562650.604583 + Penalty 2839.202400 = -559811.402183
  nChanged 74
		SP:Iteration 12Q (92979.570000 sec): 3 clusters
  Score: Raw -562675.283004 + Penalty 2839.202400 = -559836.080604
  nChanged 68
		SP:Iteration 13Q (92979.680000 sec): 3 clusters
  Score: Raw -562700.908258 + Penalty 2839.202400 = -559861.705858
  nChanged 73
		SP:Iteration 14Q (92979.780000 sec): 3 clusters
  Score: Raw -562727.476372 + Penalty 2839.202400 = -559888.273972
  nChanged 75
		SP:Iteration 15Q (92979.880000 sec): 3 clusters
  Score: Raw -562763.927326 + Penalty 2839.202400 = -559924.724926
  nChanged 89
		SP:Iteration 16Q (92979.990000 sec): 3 clusters
  Score: Raw -562808.049971 + Penalty 2839.202400 = -559968.847571
  nChanged 77
		SP:Iteration 17Q (92980.090000 sec): 3 clusters
  Score: Raw -562840.069851 + Penalty 2839.202400 = -560000.867451
  nChanged 67
		SP:Iteration 18Q (92980.190000 sec): 3 clusters
  Score: Raw -562870.558570 + Penalty 2839.202400 = -560031.356170
  nChanged 65
		SP:Iteration 19Q (92980.300000 sec): 3 clusters
  Score: Raw -562897.372714 + Penalty 2839.202400 = -560058.170315
  nChanged 64
		SP:Iteration 20F (92980.400000 sec): 3 clusters
  Score: Raw -562919.976332 + Penalty 2839.202400 = -560080.773932
  nChanged 53
		SP:Iteration 21Q (92980.500000 sec): 3 clusters
  Score: Raw -562940.741210 + Penalty 2839.202400 = -560101.538810
  nChanged 38
		SP:Iteration 22Q (92980.600000 sec): 3 clusters
  Score: Raw -562953.872542 + Penalty 2839.202400 = -560114.670142
  nChanged 41
		SP:Iteration 23Q (92980.700000 sec): 3 clusters
  Score: Raw -562969.316114 + Penalty 2839.202400 = -560130.113714
  nChanged 41
		SP:Iteration 24Q (92980.800000 sec): 3 clusters
  Score: Raw -562986.105196 + Penalty 2839.202400 = -560146.902796
  nChanged 44
		SP:Iteration 25Q (92980.910000 sec): 3 clusters
  Score: Raw -563004.068076 + Penalty 2839.202400 = -560164.865676
  nChanged 37
		SP:Iteration 26Q (92981.010000 sec): 3 clusters
  Score: Raw -563019.129739 + Penalty 2839.202400 = -560179.927339
  nChanged 32
		SP:Iteration 27Q (92981.110000 sec): 3 clusters
  Score: Raw -563030.789379 + Penalty 2839.202400 = -560191.586979
  nChanged 33
		SP:Iteration 28Q (92981.210000 sec): 3 clusters
  Score: Raw -563042.515422 + Penalty 2839.202400 = -560203.313022
  nChanged 21
		SP:Iteration 29Q (92981.320000 sec): 3 clusters
  Score: Raw -563050.823916 + Penalty 2839.202400 = -560211.621516
  nChanged 27
		SP:Iteration 30Q (92981.420000 sec): 3 clusters
  Score: Raw -563059.761997 + Penalty 2839.202400 = -560220.559597
  nChanged 24
		SP:Iteration 31Q (92981.520000 sec): 3 clusters
  Score: Raw -563067.524113 + Penalty 2839.202400 = -560228.321713
  nChanged 24
		SP:Iteration 32Q (92981.620000 sec): 3 clusters
  Score: Raw -563075.885928 + Penalty 2839.202400 = -560236.683528
  nChanged 18
		SP:Iteration 33Q (92981.720000 sec): 3 clusters
  Score: Raw -563083.045686 + Penalty 2839.202400 = -560243.843286
  nChanged 17
		SP:Iteration 34Q (92981.820000 sec): 3 clusters
  Score: Raw -563089.100363 + Penalty 2839.202400 = -560249.897963
  nChanged 20
		SP:Iteration 35Q (92981.920000 sec): 3 clusters
  Score: Raw -563094.950835 + Penalty 2839.202400 = -560255.748435
  nChanged 14
		SP:Iteration 36Q (92982.010000 sec): 3 clusters
  Score: Raw -563098.645291 + Penalty 2839.202400 = -560259.442891
  nChanged 9
		SP:Iteration 37Q (92982.120000 sec): 3 clusters
  Score: Raw -563101.053741 + Penalty 2839.202400 = -560261.851341
  nChanged 15
		SP:Iteration 38Q (92982.220000 sec): 3 clusters
  Score: Raw -563104.915918 + Penalty 2839.202400 = -560265.713518
  nChanged 11
		SP:Iteration 39Q (92982.320000 sec): 3 clusters
  Score: Raw -563107.970104 + Penalty 2839.202400 = -560268.767704
  nChanged 8
		SP:Iteration 40F (92982.430000 sec): 3 clusters
  Score: Raw -563110.694368 + Penalty 2839.202400 = -560271.491968
  nChanged 5
		SP:Iteration 41Q (92982.530000 sec): 3 clusters
  Score: Raw -563111.893974 + Penalty 2839.202400 = -560272.691574
  nChanged 2
		SP:Iteration 42Q (92982.630000 sec): 3 clusters
  Score: Raw -563112.175352 + Penalty 2839.202400 = -560272.972952
  nChanged 2
		SP:Iteration 43Q (92982.730000 sec): 3 clusters
  Score: Raw -563112.760676 + Penalty 2839.202400 = -560273.558276
  nChanged 2
		SP:Iteration 44Q (92982.830000 sec): 3 clusters
  Score: Raw -563113.227290 + Penalty 2839.202400 = -560274.024890
  nChanged 1
		SP:Iteration 45Q (92982.930000 sec): 3 clusters
  Score: Raw -563113.529409 + Penalty 2839.202400 = -560274.327009
  nChanged 0
		SP:Iteration 46F (92983.030000 sec): 3 clusters
  Score: Raw -563113.529409 + Penalty 2839.202400 = -560274.327009
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 33 (1739 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (92983.090000 sec): 2 clusters
  Score: Raw -144491.041415 + Penalty 1212.423146 = -143278.618269
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (92983.120000 sec): 3 clusters
  Score: Raw -143773.642987 + Penalty 2424.846292 = -141348.796695
  nChanged 592
		SP:Iteration 1F (92983.160000 sec): 3 clusters
  Score: Raw -144171.672490 + Penalty 2424.846292 = -141746.826198
  nChanged 119
		SP:Iteration 2F (92983.190000 sec): 3 clusters
  Score: Raw -144263.677128 + Penalty 2424.846292 = -141838.830836
  nChanged 73
		SP:Iteration 3Q (92983.220000 sec): 3 clusters
  Score: Raw -144323.937603 + Penalty 2424.846292 = -141899.091311
  nChanged 61
		SP:Iteration 4Q (92983.260000 sec): 3 clusters
  Score: Raw -144361.062897 + Penalty 2424.846292 = -141936.216605
  nChanged 31
		SP:Iteration 5Q (92983.290000 sec): 3 clusters
  Score: Raw -144381.113040 + Penalty 2424.846292 = -141956.266748
  nChanged 27
		SP:Iteration 6Q (92983.320000 sec): 3 clusters
  Score: Raw -144395.864309 + Penalty 2424.846292 = -141971.018017
  nChanged 20
		SP:Iteration 7Q (92983.360000 sec): 3 clusters
  Score: Raw -144409.696534 + Penalty 2424.846292 = -141984.850241
  nChanged 19
		SP:Iteration 8Q (92983.390000 sec): 3 clusters
  Score: Raw -144422.273785 + Penalty 2424.846292 = -141997.427493
  nChanged 9
		SP:Iteration 9Q (92983.420000 sec): 3 clusters
  Score: Raw -144426.988589 + Penalty 2424.846292 = -142002.142297
  nChanged 8
		SP:Iteration 10Q (92983.460000 sec): 3 clusters
  Score: Raw -144430.895576 + Penalty 2424.846292 = -142006.049284
  nChanged 10
		SP:Iteration 11Q (92983.490000 sec): 3 clusters
  Score: Raw -144437.801978 + Penalty 2424.846292 = -142012.955686
  nChanged 13
		SP:Iteration 12Q (92983.530000 sec): 3 clusters
  Score: Raw -144446.288870 + Penalty 2424.846292 = -142021.442578
  nChanged 13
		SP:Iteration 13Q (92983.560000 sec): 3 clusters
  Score: Raw -144457.638391 + Penalty 2424.846292 = -142032.792099
  nChanged 14
		SP:Iteration 14Q (92983.590000 sec): 3 clusters
  Score: Raw -144465.795230 + Penalty 2424.846292 = -142040.948938
  nChanged 11
		SP:Iteration 15Q (92983.630000 sec): 3 clusters
  Score: Raw -144470.922101 + Penalty 2424.846292 = -142046.075809
  nChanged 12
		SP:Iteration 16Q (92983.660000 sec): 3 clusters
  Score: Raw -144480.490723 + Penalty 2424.846292 = -142055.644431
  nChanged 16
		SP:Iteration 17Q (92983.690000 sec): 3 clusters
  Score: Raw -144494.101450 + Penalty 2424.846292 = -142069.255158
  nChanged 21
		SP:Iteration 18Q (92983.730000 sec): 3 clusters
  Score: Raw -144504.896422 + Penalty 2424.846292 = -142080.050130
  nChanged 14
		SP:Iteration 19Q (92983.760000 sec): 3 clusters
  Score: Raw -144511.764867 + Penalty 2424.846292 = -142086.918574
  nChanged 12
		SP:Iteration 20F (92983.790000 sec): 3 clusters
  Score: Raw -144516.262460 + Penalty 2424.846292 = -142091.416168
  nChanged 6
		SP:Iteration 21Q (92983.830000 sec): 3 clusters
  Score: Raw -144519.365229 + Penalty 2424.846292 = -142094.518936
  nChanged 5
		SP:Iteration 22Q (92983.860000 sec): 3 clusters
  Score: Raw -144521.481972 + Penalty 2424.846292 = -142096.635680
  nChanged 4
		SP:Iteration 23Q (92983.890000 sec): 3 clusters
  Score: Raw -144523.080321 + Penalty 2424.846292 = -142098.234029
  nChanged 2
		SP:Iteration 24Q (92983.930000 sec): 3 clusters
  Score: Raw -144523.812214 + Penalty 2424.846292 = -142098.965922
  nChanged 1
		SP:Iteration 25Q (92983.960000 sec): 3 clusters
  Score: Raw -144525.069980 + Penalty 2424.846292 = -142100.223687
  nChanged 1
		SP:Iteration 26Q (92983.990000 sec): 3 clusters
  Score: Raw -144525.679310 + Penalty 2424.846292 = -142100.833018
  nChanged 0
		SP:Iteration 27F (92984.020000 sec): 3 clusters
  Score: Raw -144525.679310 + Penalty 2424.846292 = -142100.833018
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 34 (7982 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (92984.120000 sec): 2 clusters
  Score: Raw -769899.979605 + Penalty 1460.053446 = -768439.926159
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (92984.250000 sec): 3 clusters
  Score: Raw -765471.322249 + Penalty 2920.106893 = -762551.215356
  nChanged 3376
		SP:Iteration 1F (92984.370000 sec): 3 clusters
  Score: Raw -767203.042619 + Penalty 2920.106893 = -764282.935726
  nChanged 500
		SP:Iteration 2F (92984.490000 sec): 3 clusters
  Score: Raw -767402.197341 + Penalty 2920.106893 = -764482.090448
  nChanged 387
		SP:Iteration 3Q (92984.620000 sec): 3 clusters
  Score: Raw -767554.351741 + Penalty 2920.106893 = -764634.244848
  nChanged 323
		SP:Iteration 4Q (92984.750000 sec): 3 clusters
  Score: Raw -767676.826617 + Penalty 2920.106893 = -764756.719725
  nChanged 310
		SP:Iteration 5Q (92984.870000 sec): 3 clusters
  Score: Raw -767796.518850 + Penalty 2920.106893 = -764876.411957
  nChanged 274
		SP:Iteration 6Q (92985.010000 sec): 3 clusters
  Score: Raw -767918.338973 + Penalty 2920.106893 = -764998.232080
  nChanged 312
		SP:Iteration 7Q (92985.140000 sec): 3 clusters
  Score: Raw -768081.161001 + Penalty 2920.106893 = -765161.054108
  nChanged 370
		SP:Iteration 8Q (92985.270000 sec): 3 clusters
  Score: Raw -768297.497023 + Penalty 2920.106893 = -765377.390130
  nChanged 441
		SP:Iteration 9F (92985.400000 sec): 3 clusters
  Score: Raw -768592.651948 + Penalty 2920.106893 = -765672.545055
  nChanged 503
		SP:Iteration 10F (92985.530000 sec): 3 clusters
  Score: Raw -768973.930804 + Penalty 2920.106893 = -766053.823911
  nChanged 445
		SP:Iteration 11F (92985.650000 sec): 3 clusters
  Score: Raw -769342.607685 + Penalty 2920.106893 = -766422.500792
  nChanged 381
		SP:Iteration 12Q (92985.780000 sec): 3 clusters
  Score: Raw -769675.970861 + Penalty 2920.106893 = -766755.863968
  nChanged 234
		SP:Iteration 13Q (92985.910000 sec): 3 clusters
  Score: Raw -769876.984011 + Penalty 2920.106893 = -766956.877119
  nChanged 137
		SP:Iteration 14Q (92986.040000 sec): 3 clusters
  Score: Raw -770035.325885 + Penalty 2920.106893 = -767115.218993
  nChanged 88
		SP:Iteration 15Q (92986.170000 sec): 3 clusters
  Score: Raw -770197.761267 + Penalty 2920.106893 = -767277.654374
  nChanged 86
		SP:Iteration 16Q (92986.290000 sec): 3 clusters
  Score: Raw -770320.606604 + Penalty 2920.106893 = -767400.499711
  nChanged 56
		SP:Iteration 17Q (92986.410000 sec): 3 clusters
  Score: Raw -770381.337604 + Penalty 2920.106893 = -767461.230711
  nChanged 43
		SP:Iteration 18Q (92986.530000 sec): 3 clusters
  Score: Raw -770411.656009 + Penalty 2920.106893 = -767491.549117
  nChanged 22
		SP:Iteration 19Q (92986.650000 sec): 3 clusters
  Score: Raw -770423.724320 + Penalty 2920.106893 = -767503.617427
  nChanged 14
		SP:Iteration 20F (92986.770000 sec): 3 clusters
  Score: Raw -770429.692695 + Penalty 2920.106893 = -767509.585803
  nChanged 6
		SP:Iteration 21Q (92986.890000 sec): 3 clusters
  Score: Raw -770432.195063 + Penalty 2920.106893 = -767512.088170
  nChanged 3
		SP:Iteration 22Q (92987.010000 sec): 3 clusters
  Score: Raw -770433.775373 + Penalty 2920.106893 = -767513.668480
  nChanged 4
		SP:Iteration 23Q (92987.130000 sec): 3 clusters
  Score: Raw -770435.434100 + Penalty 2920.106893 = -767515.327207
  nChanged 6
		SP:Iteration 24Q (92987.250000 sec): 3 clusters
  Score: Raw -770438.000090 + Penalty 2920.106893 = -767517.893197
  nChanged 2
		SP:Iteration 25Q (92987.370000 sec): 3 clusters
  Score: Raw -770438.662250 + Penalty 2920.106893 = -767518.555357
  nChanged 2
		SP:Iteration 26Q (92987.490000 sec): 3 clusters
  Score: Raw -770439.131967 + Penalty 2920.106893 = -767519.025074
  nChanged 0
		SP:Iteration 27F (92987.620000 sec): 3 clusters
  Score: Raw -770439.131967 + Penalty 2920.106893 = -767519.025074
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 35 (2186 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (92987.690000 sec): 2 clusters
  Score: Raw -183184.868957 + Penalty 1249.597159 = -181935.271798
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (92987.730000 sec): 3 clusters
  Score: Raw -182233.200538 + Penalty 2499.194317 = -179734.006221
  nChanged 794
		SP:Iteration 1F (92987.770000 sec): 3 clusters
  Score: Raw -182707.602803 + Penalty 2499.194317 = -180208.408485
  nChanged 168
		SP:Iteration 2F (92987.810000 sec): 3 clusters
  Score: Raw -182817.941102 + Penalty 2499.194317 = -180318.746784
  nChanged 118
		SP:Iteration 3F (92987.850000 sec): 3 clusters
  Score: Raw -182900.556448 + Penalty 2499.194317 = -180401.362130
  nChanged 83
		SP:Iteration 4Q (92987.900000 sec): 3 clusters
  Score: Raw -182955.946159 + Penalty 2499.194317 = -180456.751841
  nChanged 65
		SP:Iteration 5Q (92987.940000 sec): 3 clusters
  Score: Raw -183004.115169 + Penalty 2499.194317 = -180504.920851
  nChanged 76
		SP:Iteration 6Q (92987.990000 sec): 3 clusters
  Score: Raw -183054.379458 + Penalty 2499.194317 = -180555.185141
  nChanged 65
		SP:Iteration 7Q (92988.030000 sec): 3 clusters
  Score: Raw -183103.715575 + Penalty 2499.194317 = -180604.521258
  nChanged 67
		SP:Iteration 8Q (92988.070000 sec): 3 clusters
  Score: Raw -183159.921397 + Penalty 2499.194317 = -180660.727080
  nChanged 57
		SP:Iteration 9Q (92988.110000 sec): 3 clusters
  Score: Raw -183200.195967 + Penalty 2499.194317 = -180701.001650
  nChanged 51
		SP:Iteration 10Q (92988.150000 sec): 3 clusters
  Score: Raw -183235.442044 + Penalty 2499.194317 = -180736.247726
  nChanged 38
		SP:Iteration 11Q (92988.190000 sec): 3 clusters
  Score: Raw -183265.636962 + Penalty 2499.194317 = -180766.442644
  nChanged 38
		SP:Iteration 12Q (92988.240000 sec): 3 clusters
  Score: Raw -183290.579250 + Penalty 2499.194317 = -180791.384932
  nChanged 39
		SP:Iteration 13Q (92988.280000 sec): 3 clusters
  Score: Raw -183312.565244 + Penalty 2499.194317 = -180813.370926
  nChanged 39
		SP:Iteration 14Q (92988.320000 sec): 3 clusters
  Score: Raw -183334.235708 + Penalty 2499.194317 = -180835.041391
  nChanged 32
		SP:Iteration 15Q (92988.360000 sec): 3 clusters
  Score: Raw -183352.446868 + Penalty 2499.194317 = -180853.252550
  nChanged 33
		SP:Iteration 16Q (92988.410000 sec): 3 clusters
  Score: Raw -183377.291034 + Penalty 2499.194317 = -180878.096716
  nChanged 32
		SP:Iteration 17Q (92988.450000 sec): 3 clusters
  Score: Raw -183396.858791 + Penalty 2499.194317 = -180897.664473
  nChanged 23
		SP:Iteration 18Q (92988.490000 sec): 3 clusters
  Score: Raw -183412.445694 + Penalty 2499.194317 = -180913.251377
  nChanged 25
		SP:Iteration 19Q (92988.530000 sec): 3 clusters
  Score: Raw -183426.757137 + Penalty 2499.194317 = -180927.562820
  nChanged 26
		SP:Iteration 20F (92988.570000 sec): 3 clusters
  Score: Raw -183443.805680 + Penalty 2499.194317 = -180944.611363
  nChanged 23
		SP:Iteration 21Q (92988.610000 sec): 3 clusters
  Score: Raw -183456.488325 + Penalty 2499.194317 = -180957.294008
  nChanged 17
		SP:Iteration 22Q (92988.650000 sec): 3 clusters
  Score: Raw -183464.351149 + Penalty 2499.194317 = -180965.156832
  nChanged 14
		SP:Iteration 23Q (92988.700000 sec): 3 clusters
  Score: Raw -183472.929758 + Penalty 2499.194317 = -180973.735441
  nChanged 9
		SP:Iteration 24Q (92988.740000 sec): 3 clusters
  Score: Raw -183478.050136 + Penalty 2499.194317 = -180978.855819
  nChanged 7
		SP:Iteration 25Q (92988.780000 sec): 3 clusters
  Score: Raw -183480.221593 + Penalty 2499.194317 = -180981.027275
  nChanged 6
		SP:Iteration 26Q (92988.820000 sec): 3 clusters
  Score: Raw -183483.773505 + Penalty 2499.194317 = -180984.579187
  nChanged 7
		SP:Iteration 27Q (92988.860000 sec): 3 clusters
  Score: Raw -183487.173892 + Penalty 2499.194317 = -180987.979575
  nChanged 4
		SP:Iteration 28Q (92988.910000 sec): 3 clusters
  Score: Raw -183489.648359 + Penalty 2499.194317 = -180990.454041
  nChanged 3
		SP:Iteration 29Q (92988.950000 sec): 3 clusters
  Score: Raw -183490.982536 + Penalty 2499.194317 = -180991.788219
  nChanged 4
		SP:Iteration 30Q (92988.990000 sec): 3 clusters
  Score: Raw -183492.706784 + Penalty 2499.194317 = -180993.512467
  nChanged 3
		SP:Iteration 31Q (92989.030000 sec): 3 clusters
  Score: Raw -183494.165367 + Penalty 2499.194317 = -180994.971050
  nChanged 4
		SP:Iteration 32Q (92989.070000 sec): 3 clusters
  Score: Raw -183495.597393 + Penalty 2499.194317 = -180996.403075
  nChanged 3
		SP:Iteration 33Q (92989.110000 sec): 3 clusters
  Score: Raw -183496.515005 + Penalty 2499.194317 = -180997.320687
  nChanged 4
		SP:Iteration 34Q (92989.150000 sec): 3 clusters
  Score: Raw -183498.030689 + Penalty 2499.194317 = -180998.836372
  nChanged 3
		SP:Iteration 35Q (92989.190000 sec): 3 clusters
  Score: Raw -183499.022297 + Penalty 2499.194317 = -180999.827980
  nChanged 1
		SP:Iteration 36Q (92989.240000 sec): 3 clusters
  Score: Raw -183500.044222 + Penalty 2499.194317 = -181000.849905
  nChanged 3
		SP:Iteration 37Q (92989.280000 sec): 3 clusters
  Score: Raw -183503.010355 + Penalty 2499.194317 = -181003.816038
  nChanged 6
		SP:Iteration 38Q (92989.320000 sec): 3 clusters
  Score: Raw -183508.229404 + Penalty 2499.194317 = -181009.035087
  nChanged 9
		SP:Iteration 39Q (92989.360000 sec): 3 clusters
  Score: Raw -183513.262012 + Penalty 2499.194317 = -181014.067694
  nChanged 11
		SP:Iteration 40F (92989.400000 sec): 3 clusters
  Score: Raw -183517.780713 + Penalty 2499.194317 = -181018.586395
  nChanged 6
		SP:Iteration 41Q (92989.440000 sec): 3 clusters
  Score: Raw -183519.270619 + Penalty 2499.194317 = -181020.076302
  nChanged 6
		SP:Iteration 42Q (92989.490000 sec): 3 clusters
  Score: Raw -183522.417906 + Penalty 2499.194317 = -181023.223588
  nChanged 2
		SP:Iteration 43Q (92989.530000 sec): 3 clusters
  Score: Raw -183522.888030 + Penalty 2499.194317 = -181023.693712
  nChanged 3
		SP:Iteration 44Q (92989.570000 sec): 3 clusters
  Score: Raw -183523.660107 + Penalty 2499.194317 = -181024.465790
  nChanged 2
		SP:Iteration 45Q (92989.610000 sec): 3 clusters
  Score: Raw -183524.468555 + Penalty 2499.194317 = -181025.274238
  nChanged 1
		SP:Iteration 46Q (92989.650000 sec): 3 clusters
  Score: Raw -183525.258326 + Penalty 2499.194317 = -181026.064008
  nChanged 2
		SP:Iteration 47Q (92989.690000 sec): 3 clusters
  Score: Raw -183525.858822 + Penalty 2499.194317 = -181026.664504
  nChanged 0
		SP:Iteration 48F (92989.730000 sec): 3 clusters
  Score: Raw -183525.858822 + Penalty 2499.194317 = -181026.664504
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 36 (449 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (92989.770000 sec): 2 clusters
  Score: Raw -42138.335947 + Penalty 992.391219 = -41145.944728
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (92989.780000 sec): 3 clusters
  Score: Raw -42099.455084 + Penalty 1984.782439 = -40114.672645
  nChanged 85
		SP:Iteration 1F (92989.790000 sec): 3 clusters
  Score: Raw -42221.191508 + Penalty 1984.782439 = -40236.409069
  nChanged 26
		SP:Iteration 2F (92989.800000 sec): 3 clusters
  Score: Raw -42268.525096 + Penalty 1984.782439 = -40283.742657
  nChanged 13
		SP:Iteration 3Q (92989.810000 sec): 3 clusters
  Score: Raw -42291.946251 + Penalty 1984.782439 = -40307.163813
  nChanged 6
		SP:Iteration 4Q (92989.820000 sec): 3 clusters
  Score: Raw -42300.215893 + Penalty 1984.782439 = -40315.433455
  nChanged 3
		SP:Iteration 5Q (92989.830000 sec): 3 clusters
  Score: Raw -42307.643613 + Penalty 1984.782439 = -40322.861174
  nChanged 2
		SP:Iteration 6Q (92989.830000 sec): 3 clusters
  Score: Raw -42313.008684 + Penalty 1984.782439 = -40328.226246
  nChanged 1
		SP:Iteration 7Q (92989.850000 sec): 3 clusters
  Score: Raw -42314.842230 + Penalty 1984.782439 = -40330.059791
  nChanged 0
		SP:Iteration 8F (92989.850000 sec): 3 clusters
  Score: Raw -42314.842230 + Penalty 1984.782439 = -40330.059791
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 37 (1444 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (92989.910000 sec): 2 clusters
  Score: Raw -126344.795692 + Penalty 1182.215502 = -125162.580190
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (92989.940000 sec): 3 clusters
  Score: Raw -125777.683585 + Penalty 2364.431004 = -123413.252581
  nChanged 502
		SP:Iteration 1F (92989.960000 sec): 3 clusters
  Score: Raw -126152.637763 + Penalty 2364.431004 = -123788.206759
  nChanged 132
		SP:Iteration 2F (92989.990000 sec): 3 clusters
  Score: Raw -126298.584415 + Penalty 2364.431004 = -123934.153411
  nChanged 91
		SP:Iteration 3F (92990.020000 sec): 3 clusters
  Score: Raw -126375.545517 + Penalty 2364.431004 = -124011.114513
  nChanged 66
		SP:Iteration 4Q (92990.050000 sec): 3 clusters
  Score: Raw -126428.137608 + Penalty 2364.431004 = -124063.706604
  nChanged 40
		SP:Iteration 5Q (92990.070000 sec): 3 clusters
  Score: Raw -126462.341621 + Penalty 2364.431004 = -124097.910618
  nChanged 34
		SP:Iteration 6Q (92990.100000 sec): 3 clusters
  Score: Raw -126490.826838 + Penalty 2364.431004 = -124126.395834
  nChanged 32
		SP:Iteration 7Q (92990.130000 sec): 3 clusters
  Score: Raw -126515.328523 + Penalty 2364.431004 = -124150.897520
  nChanged 26
		SP:Iteration 8Q (92990.160000 sec): 3 clusters
  Score: Raw -126542.900674 + Penalty 2364.431004 = -124178.469671
  nChanged 20
		SP:Iteration 9Q (92990.190000 sec): 3 clusters
  Score: Raw -126558.059827 + Penalty 2364.431004 = -124193.628823
  nChanged 13
		SP:Iteration 10Q (92990.210000 sec): 3 clusters
  Score: Raw -126567.173171 + Penalty 2364.431004 = -124202.742168
  nChanged 13
		SP:Iteration 11Q (92990.240000 sec): 3 clusters
  Score: Raw -126576.906890 + Penalty 2364.431004 = -124212.475886
  nChanged 14
		SP:Iteration 12Q (92990.270000 sec): 3 clusters
  Score: Raw -126586.660072 + Penalty 2364.431004 = -124222.229068
  nChanged 13
		SP:Iteration 13Q (92990.300000 sec): 3 clusters
  Score: Raw -126596.125511 + Penalty 2364.431004 = -124231.694507
  nChanged 11
		SP:Iteration 14Q (92990.330000 sec): 3 clusters
  Score: Raw -126604.640737 + Penalty 2364.431004 = -124240.209733
  nChanged 9
		SP:Iteration 15Q (92990.350000 sec): 3 clusters
  Score: Raw -126611.920018 + Penalty 2364.431004 = -124247.489014
  nChanged 8
		SP:Iteration 16Q (92990.390000 sec): 3 clusters
  Score: Raw -126617.816366 + Penalty 2364.431004 = -124253.385363
  nChanged 2
		SP:Iteration 17Q (92990.410000 sec): 3 clusters
  Score: Raw -126618.334185 + Penalty 2364.431004 = -124253.903181
  nChanged 0
		SP:Iteration 18F (92990.440000 sec): 3 clusters
  Score: Raw -126618.334185 + Penalty 2364.431004 = -124253.903181
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 38 (4267 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (92990.510000 sec): 2 clusters
  Score: Raw -388520.247541 + Penalty 1358.283271 = -387161.964270
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (92990.600000 sec): 3 clusters
  Score: Raw -386300.502713 + Penalty 2716.566542 = -383583.936171
  nChanged 1748
		SP:Iteration 1F (92990.680000 sec): 3 clusters
  Score: Raw -387287.648599 + Penalty 2716.566542 = -384571.082057
  nChanged 315
		SP:Iteration 2F (92990.760000 sec): 3 clusters
  Score: Raw -387507.448921 + Penalty 2716.566542 = -384790.882379
  nChanged 281
		SP:Iteration 3F (92990.840000 sec): 3 clusters
  Score: Raw -387705.760768 + Penalty 2716.566542 = -384989.194226
  nChanged 264
		SP:Iteration 4F (92990.920000 sec): 3 clusters
  Score: Raw -387961.468198 + Penalty 2716.566542 = -385244.901656
  nChanged 329
		SP:Iteration 5F (92991.000000 sec): 3 clusters
  Score: Raw -388322.194501 + Penalty 2716.566542 = -385605.627959
  nChanged 314
		SP:Iteration 6F (92991.070000 sec): 3 clusters
  Score: Raw -388644.302732 + Penalty 2716.566542 = -385927.736190
  nChanged 228
		SP:Iteration 7F (92991.150000 sec): 3 clusters
  Score: Raw -388855.899266 + Penalty 2716.566542 = -386139.332724
  nChanged 189
		SP:Iteration 8Q (92991.230000 sec): 3 clusters
  Score: Raw -389012.309063 + Penalty 2716.566542 = -386295.742521
  nChanged 134
		SP:Iteration 9Q (92991.310000 sec): 3 clusters
  Score: Raw -389087.774957 + Penalty 2716.566542 = -386371.208415
  nChanged 82
		SP:Iteration 10Q (92991.390000 sec): 3 clusters
  Score: Raw -389116.491260 + Penalty 2716.566542 = -386399.924717
  nChanged 36
		SP:Iteration 11Q (92991.470000 sec): 3 clusters
  Score: Raw -389128.590243 + Penalty 2716.566542 = -386412.023701
  nChanged 21
		SP:Iteration 12Q (92991.550000 sec): 3 clusters
  Score: Raw -389135.932923 + Penalty 2716.566542 = -386419.366381
  nChanged 19
		SP:Iteration 13Q (92991.640000 sec): 3 clusters
  Score: Raw -389143.178926 + Penalty 2716.566542 = -386426.612384
  nChanged 20
		SP:Iteration 14Q (92991.720000 sec): 3 clusters
  Score: Raw -389150.886082 + Penalty 2716.566542 = -386434.319540
  nChanged 15
		SP:Iteration 15Q (92991.800000 sec): 3 clusters
  Score: Raw -389155.382462 + Penalty 2716.566542 = -386438.815920
  nChanged 13
		SP:Iteration 16Q (92991.880000 sec): 3 clusters
  Score: Raw -389159.949950 + Penalty 2716.566542 = -386443.383408
  nChanged 12
		SP:Iteration 17Q (92991.960000 sec): 3 clusters
  Score: Raw -389162.532036 + Penalty 2716.566542 = -386445.965494
  nChanged 7
		SP:Iteration 18Q (92992.030000 sec): 3 clusters
  Score: Raw -389164.513421 + Penalty 2716.566542 = -386447.946879
  nChanged 5
		SP:Iteration 19Q (92992.110000 sec): 3 clusters
  Score: Raw -389165.766040 + Penalty 2716.566542 = -386449.199498
  nChanged 1
		SP:Iteration 20F (92992.190000 sec): 3 clusters
  Score: Raw -389165.961927 + Penalty 2716.566542 = -386449.395385
  nChanged 2
		SP:Iteration 21Q (92992.270000 sec): 3 clusters
  Score: Raw -389166.524429 + Penalty 2716.566542 = -386449.957887
  nChanged 1
		SP:Iteration 22Q (92992.350000 sec): 3 clusters
  Score: Raw -389166.702779 + Penalty 2716.566542 = -386450.136237
  nChanged 1
		SP:Iteration 23Q (92992.430000 sec): 3 clusters
  Score: Raw -389166.857721 + Penalty 2716.566542 = -386450.291179
  nChanged 2
		SP:Iteration 24Q (92992.510000 sec): 3 clusters
  Score: Raw -389167.407463 + Penalty 2716.566542 = -386450.840921
  nChanged 0
		SP:Iteration 25F (92992.590000 sec): 3 clusters
  Score: Raw -389167.407463 + Penalty 2716.566542 = -386450.840921
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 39 (1694 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (92992.650000 sec): 2 clusters
  Score: Raw -134665.387358 + Penalty 1208.162780 = -133457.224579
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (92992.690000 sec): 3 clusters
  Score: Raw -133966.191410 + Penalty 2416.325559 = -131549.865851
  nChanged 580
		SP:Iteration 1F (92992.720000 sec): 3 clusters
  Score: Raw -134364.287174 + Penalty 2416.325559 = -131947.961614
  nChanged 108
		SP:Iteration 2F (92992.750000 sec): 3 clusters
  Score: Raw -134453.801014 + Penalty 2416.325559 = -132037.475455
  nChanged 70
		SP:Iteration 3Q (92992.790000 sec): 3 clusters
  Score: Raw -134521.428765 + Penalty 2416.325559 = -132105.103206
  nChanged 65
		SP:Iteration 4Q (92992.820000 sec): 3 clusters
  Score: Raw -134595.911882 + Penalty 2416.325559 = -132179.586323
  nChanged 68
		SP:Iteration 5Q (92992.850000 sec): 3 clusters
  Score: Raw -134664.824158 + Penalty 2416.325559 = -132248.498599
  nChanged 64
		SP:Iteration 6Q (92992.880000 sec): 3 clusters
  Score: Raw -134729.626660 + Penalty 2416.325559 = -132313.301100
  nChanged 57
		SP:Iteration 7Q (92992.910000 sec): 3 clusters
  Score: Raw -134802.967046 + Penalty 2416.325559 = -132386.641487
  nChanged 58
		SP:Iteration 8Q (92992.950000 sec): 3 clusters
  Score: Raw -134862.113450 + Penalty 2416.325559 = -132445.787890
  nChanged 56
		SP:Iteration 9Q (92992.980000 sec): 3 clusters
  Score: Raw -134906.580899 + Penalty 2416.325559 = -132490.255340
  nChanged 32
		SP:Iteration 10Q (92993.010000 sec): 3 clusters
  Score: Raw -134935.483444 + Penalty 2416.325559 = -132519.157885
  nChanged 27
		SP:Iteration 11Q (92993.050000 sec): 3 clusters
  Score: Raw -134951.194411 + Penalty 2416.325559 = -132534.868852
  nChanged 19
		SP:Iteration 12Q (92993.080000 sec): 3 clusters
  Score: Raw -134961.489409 + Penalty 2416.325559 = -132545.163849
  nChanged 8
		SP:Iteration 13Q (92993.110000 sec): 3 clusters
  Score: Raw -134966.798470 + Penalty 2416.325559 = -132550.472910
  nChanged 9
		SP:Iteration 14Q (92993.140000 sec): 3 clusters
  Score: Raw -134975.639876 + Penalty 2416.325559 = -132559.314316
  nChanged 10
		SP:Iteration 15Q (92993.170000 sec): 3 clusters
  Score: Raw -134982.323705 + Penalty 2416.325559 = -132565.998146
  nChanged 10
		SP:Iteration 16Q (92993.210000 sec): 3 clusters
  Score: Raw -134988.084544 + Penalty 2416.325559 = -132571.758984
  nChanged 4
		SP:Iteration 17Q (92993.240000 sec): 3 clusters
  Score: Raw -134991.507151 + Penalty 2416.325559 = -132575.181591
  nChanged 4
		SP:Iteration 18Q (92993.270000 sec): 3 clusters
  Score: Raw -134993.556539 + Penalty 2416.325559 = -132577.230979
  nChanged 4
		SP:Iteration 19Q (92993.300000 sec): 3 clusters
  Score: Raw -134995.819138 + Penalty 2416.325559 = -132579.493579
  nChanged 2
		SP:Iteration 20F (92993.330000 sec): 3 clusters
  Score: Raw -134997.639283 + Penalty 2416.325559 = -132581.313723
  nChanged 2
		SP:Iteration 21Q (92993.370000 sec): 3 clusters
  Score: Raw -134998.648064 + Penalty 2416.325559 = -132582.322504
  nChanged 1
		SP:Iteration 22Q (92993.400000 sec): 3 clusters
  Score: Raw -134998.861567 + Penalty 2416.325559 = -132582.536008
  nChanged 0
		SP:Iteration 23F (92993.430000 sec): 3 clusters
  Score: Raw -134998.861567 + Penalty 2416.325559 = -132582.536008
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 40 (23343 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (92993.640000 sec): 2 clusters
  Score: Raw -2204565.424873 + Penalty 1634.433520 = -2202930.991353
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (92993.960000 sec): 3 clusters
  Score: Raw -2190329.621338 + Penalty 3268.867040 = -2187060.754297
  nChanged 10707
		SP:Iteration 1F (92994.250000 sec): 3 clusters
  Score: Raw -2196219.674362 + Penalty 3268.867040 = -2192950.807321
  nChanged 1006
		SP:Iteration 2Q (92994.530000 sec): 3 clusters
  Score: Raw -2196524.576372 + Penalty 3268.867040 = -2193255.709332
  nChanged 940
		SP:Iteration 3Q (92994.810000 sec): 3 clusters
  Score: Raw -2196813.286005 + Penalty 3268.867040 = -2193544.418965
  nChanged 906
		SP:Iteration 4Q (92995.100000 sec): 3 clusters
  Score: Raw -2197125.418146 + Penalty 3268.867040 = -2193856.551106
  nChanged 963
		SP:Iteration 5Q (92995.430000 sec): 3 clusters
  Score: Raw -2197473.147682 + Penalty 3268.867040 = -2194204.280641
  nChanged 989
		SP:Iteration 6Q (92995.710000 sec): 3 clusters
  Score: Raw -2197855.310138 + Penalty 3268.867040 = -2194586.443097
  nChanged 947
		SP:Iteration 7Q (92995.990000 sec): 3 clusters
  Score: Raw -2198252.464940 + Penalty 3268.867040 = -2194983.597899
  nChanged 997
		SP:Iteration 8Q (92996.290000 sec): 3 clusters
  Score: Raw -2198735.861854 + Penalty 3268.867040 = -2195466.994814
  nChanged 1006
		SP:Iteration 9Q (92996.580000 sec): 3 clusters
  Score: Raw -2199314.393417 + Penalty 3268.867040 = -2196045.526376
  nChanged 1048
		SP:Iteration 10Q (92996.860000 sec): 3 clusters
  Score: Raw -2199988.698160 + Penalty 3268.867040 = -2196719.831120
  nChanged 1084
		SP:Iteration 11Q (92997.190000 sec): 3 clusters
  Score: Raw -2200706.059088 + Penalty 3268.867040 = -2197437.192048
  nChanged 947
		SP:Iteration 12Q (92997.470000 sec): 3 clusters
  Score: Raw -2201212.583508 + Penalty 3268.867040 = -2197943.716467
  nChanged 700
		SP:Iteration 13Q (92997.750000 sec): 3 clusters
  Score: Raw -2201486.376389 + Penalty 3268.867040 = -2198217.509348
  nChanged 508
		SP:Iteration 14Q (92998.050000 sec): 3 clusters
  Score: Raw -2201625.774982 + Penalty 3268.867040 = -2198356.907942
  nChanged 329
		SP:Iteration 15Q (92998.320000 sec): 3 clusters
  Score: Raw -2201712.689839 + Penalty 3268.867040 = -2198443.822798
  nChanged 252
		SP:Iteration 16Q (92998.590000 sec): 3 clusters
  Score: Raw -2201774.524232 + Penalty 3268.867040 = -2198505.657192
  nChanged 230
		SP:Iteration 17Q (92998.870000 sec): 3 clusters
  Score: Raw -2201829.086201 + Penalty 3268.867040 = -2198560.219161
  nChanged 220
		SP:Iteration 18Q (92999.140000 sec): 3 clusters
  Score: Raw -2201884.362313 + Penalty 3268.867040 = -2198615.495272
  nChanged 216
		SP:Iteration 19Q (92999.410000 sec): 3 clusters
  Score: Raw -2201940.392593 + Penalty 3268.867040 = -2198671.525553
  nChanged 243
		SP:Iteration 20F (92999.680000 sec): 3 clusters
  Score: Raw -2202001.903146 + Penalty 3268.867040 = -2198733.036105
  nChanged 255
		SP:Iteration 21Q (92999.950000 sec): 3 clusters
  Score: Raw -2202072.389701 + Penalty 3268.867040 = -2198803.522660
  nChanged 229
		SP:Iteration 22Q (93000.210000 sec): 3 clusters
  Score: Raw -2202131.976245 + Penalty 3268.867040 = -2198863.109205
  nChanged 246
		SP:Iteration 23Q (93000.480000 sec): 3 clusters
  Score: Raw -2202193.652849 + Penalty 3268.867040 = -2198924.785809
  nChanged 229
		SP:Iteration 24Q (93000.750000 sec): 3 clusters
  Score: Raw -2202255.928013 + Penalty 3268.867040 = -2198987.060972
  nChanged 260
		SP:Iteration 25Q (93001.010000 sec): 3 clusters
  Score: Raw -2202328.414021 + Penalty 3268.867040 = -2199059.546980
  nChanged 261
		SP:Iteration 26Q (93001.280000 sec): 3 clusters
  Score: Raw -2202399.890485 + Penalty 3268.867040 = -2199131.023444
  nChanged 245
		SP:Iteration 27Q (93001.540000 sec): 3 clusters
  Score: Raw -2202470.593887 + Penalty 3268.867040 = -2199201.726846
  nChanged 258
		SP:Iteration 28Q (93001.810000 sec): 3 clusters
  Score: Raw -2202547.937466 + Penalty 3268.867040 = -2199279.070426
  nChanged 258
		SP:Iteration 29Q (93002.070000 sec): 3 clusters
  Score: Raw -2202625.234224 + Penalty 3268.867040 = -2199356.367183
  nChanged 239
		SP:Iteration 30Q (93002.350000 sec): 3 clusters
  Score: Raw -2202697.040473 + Penalty 3268.867040 = -2199428.173433
  nChanged 253
		SP:Iteration 31Q (93002.610000 sec): 3 clusters
  Score: Raw -2202768.592091 + Penalty 3268.867040 = -2199499.725050
  nChanged 264
		SP:Iteration 32Q (93002.890000 sec): 3 clusters
  Score: Raw -2202847.679797 + Penalty 3268.867040 = -2199578.812757
  nChanged 272
		SP:Iteration 33Q (93003.150000 sec): 3 clusters
  Score: Raw -2202942.823114 + Penalty 3268.867040 = -2199673.956074
  nChanged 275
		SP:Iteration 34Q (93003.430000 sec): 3 clusters
  Score: Raw -2203038.062086 + Penalty 3268.867040 = -2199769.195045
  nChanged 285
		SP:Iteration 35Q (93003.690000 sec): 3 clusters
  Score: Raw -2203133.769843 + Penalty 3268.867040 = -2199864.902803
  nChanged 282
		SP:Iteration 36Q (93003.970000 sec): 3 clusters
  Score: Raw -2203237.850768 + Penalty 3268.867040 = -2199968.983727
  nChanged 300
		SP:Iteration 37Q (93004.220000 sec): 3 clusters
  Score: Raw -2203368.335597 + Penalty 3268.867040 = -2200099.468556
  nChanged 299
		SP:Iteration 38Q (93004.500000 sec): 3 clusters
  Score: Raw -2203505.529034 + Penalty 3268.867040 = -2200236.661994
  nChanged 288
		SP:Iteration 39Q (93004.770000 sec): 3 clusters
  Score: Raw -2203644.314071 + Penalty 3268.867040 = -2200375.447030
  nChanged 277
		SP:Iteration 40F (93005.070000 sec): 3 clusters
  Score: Raw -2203793.601368 + Penalty 3268.867040 = -2200524.734328
  nChanged 257
		SP:Iteration 41Q (93005.320000 sec): 3 clusters
  Score: Raw -2203936.641530 + Penalty 3268.867040 = -2200667.774490
  nChanged 243
		SP:Iteration 42Q (93005.590000 sec): 3 clusters
  Score: Raw -2204080.336642 + Penalty 3268.867040 = -2200811.469602
  nChanged 220
		SP:Iteration 43Q (93005.860000 sec): 3 clusters
  Score: Raw -2204212.860188 + Penalty 3268.867040 = -2200943.993148
  nChanged 187
		SP:Iteration 44Q (93006.110000 sec): 3 clusters
  Score: Raw -2204337.853237 + Penalty 3268.867040 = -2201068.986197
  nChanged 148
		SP:Iteration 45Q (93006.360000 sec): 3 clusters
  Score: Raw -2204423.394258 + Penalty 3268.867040 = -2201154.527217
  nChanged 112
		SP:Iteration 46Q (93006.600000 sec): 3 clusters
  Score: Raw -2204488.742111 + Penalty 3268.867040 = -2201219.875070
  nChanged 93
		SP:Iteration 47Q (93006.890000 sec): 3 clusters
  Score: Raw -2204547.820356 + Penalty 3268.867040 = -2201278.953316
  nChanged 71
		SP:Iteration 48Q (93007.140000 sec): 3 clusters
  Score: Raw -2204595.891453 + Penalty 3268.867040 = -2201327.024413
  nChanged 63
		SP:Iteration 49Q (93007.430000 sec): 3 clusters
  Score: Raw -2204636.921779 + Penalty 3268.867040 = -2201368.054739
  nChanged 48
		SP:Iteration 50Q (93007.720000 sec): 3 clusters
  Score: Raw -2204669.919357 + Penalty 3268.867040 = -2201401.052317
  nChanged 42
		SP:Iteration 51Q (93007.960000 sec): 3 clusters
  Score: Raw -2204698.176835 + Penalty 3268.867040 = -2201429.309794
  nChanged 29
		SP:Iteration 52Q (93008.250000 sec): 3 clusters
  Score: Raw -2204720.360999 + Penalty 3268.867040 = -2201451.493958
  nChanged 24
		SP:Iteration 53Q (93008.500000 sec): 3 clusters
  Score: Raw -2204736.746713 + Penalty 3268.867040 = -2201467.879673
  nChanged 19
		SP:Iteration 54Q (93008.790000 sec): 3 clusters
  Score: Raw -2204745.757168 + Penalty 3268.867040 = -2201476.890128
  nChanged 9
		SP:Iteration 55Q (93009.030000 sec): 3 clusters
  Score: Raw -2204750.405238 + Penalty 3268.867040 = -2201481.538197
  nChanged 8
		SP:Iteration 56Q (93009.320000 sec): 3 clusters
  Score: Raw -2204756.535818 + Penalty 3268.867040 = -2201487.668777
  nChanged 9
		SP:Iteration 57Q (93009.610000 sec): 3 clusters
  Score: Raw -2204762.557848 + Penalty 3268.867040 = -2201493.690807
  nChanged 10
		SP:Iteration 58Q (93009.850000 sec): 3 clusters
  Score: Raw -2204768.592532 + Penalty 3268.867040 = -2201499.725492
  nChanged 7
		SP:Iteration 59Q (93010.150000 sec): 3 clusters
  Score: Raw -2204772.688382 + Penalty 3268.867040 = -2201503.821342
  nChanged 4
		SP:Iteration 60F (93010.410000 sec): 3 clusters
  Score: Raw -2204774.966640 + Penalty 3268.867040 = -2201506.099600
  nChanged 5
		SP:Iteration 61Q (93010.660000 sec): 3 clusters
  Score: Raw -2204778.347190 + Penalty 3268.867040 = -2201509.480150
  nChanged 8
		SP:Iteration 62Q (93010.950000 sec): 3 clusters
  Score: Raw -2204783.733801 + Penalty 3268.867040 = -2201514.866761
  nChanged 5
		SP:Iteration 63Q (93011.240000 sec): 3 clusters
  Score: Raw -2204787.484959 + Penalty 3268.867040 = -2201518.617919
  nChanged 5
		SP:Iteration 64Q (93011.500000 sec): 3 clusters
  Score: Raw -2204789.963354 + Penalty 3268.867040 = -2201521.096314
  nChanged 3
		SP:Iteration 65Q (93011.740000 sec): 3 clusters
  Score: Raw -2204790.991045 + Penalty 3268.867040 = -2201522.124005
  nChanged 1
		SP:Iteration 66Q (93012.030000 sec): 3 clusters
  Score: Raw -2204791.608571 + Penalty 3268.867040 = -2201522.741530
  nChanged 1
		SP:Iteration 67Q (93012.270000 sec): 3 clusters
  Score: Raw -2204792.019636 + Penalty 3268.867040 = -2201523.152595
  nChanged 1
		SP:Iteration 68Q (93012.560000 sec): 3 clusters
  Score: Raw -2204792.809348 + Penalty 3268.867040 = -2201523.942308
  nChanged 2
		SP:Iteration 69Q (93012.810000 sec): 3 clusters
  Score: Raw -2204793.750430 + Penalty 3268.867040 = -2201524.883390
  nChanged 2
		SP:Iteration 70Q (93013.100000 sec): 3 clusters
  Score: Raw -2204795.164995 + Penalty 3268.867040 = -2201526.297954
  nChanged 6
		SP:Iteration 71Q (93013.390000 sec): 3 clusters
  Score: Raw -2204798.734123 + Penalty 3268.867040 = -2201529.867083
  nChanged 4
		SP:Iteration 72Q (93013.630000 sec): 3 clusters
  Score: Raw -2204801.128149 + Penalty 3268.867040 = -2201532.261108
  nChanged 4
		SP:Iteration 73Q (93013.920000 sec): 3 clusters
  Score: Raw -2204802.828157 + Penalty 3268.867040 = -2201533.961116
  nChanged 4
		SP:Iteration 74Q (93014.200000 sec): 3 clusters
  Score: Raw -2204804.688008 + Penalty 3268.867040 = -2201535.820967
  nChanged 4
		SP:Iteration 75Q (93014.450000 sec): 3 clusters
  Score: Raw -2204806.770372 + Penalty 3268.867040 = -2201537.903332
  nChanged 5
		SP:Iteration 76Q (93014.740000 sec): 3 clusters
  Score: Raw -2204809.561330 + Penalty 3268.867040 = -2201540.694290
  nChanged 6
		SP:Iteration 77Q (93015.020000 sec): 3 clusters
  Score: Raw -2204812.520928 + Penalty 3268.867040 = -2201543.653888
  nChanged 3
		SP:Iteration 78Q (93015.270000 sec): 3 clusters
  Score: Raw -2204815.095153 + Penalty 3268.867040 = -2201546.228112
  nChanged 5
		SP:Iteration 79Q (93015.560000 sec): 3 clusters
  Score: Raw -2204821.335879 + Penalty 3268.867040 = -2201552.468839
  nChanged 10
		SP:Iteration 80F (93015.870000 sec): 3 clusters
  Score: Raw -2204828.349620 + Penalty 3268.867040 = -2201559.482579
  nChanged 10
		SP:Iteration 81Q (93016.140000 sec): 3 clusters
  Score: Raw -2204834.462459 + Penalty 3268.867040 = -2201565.595418
  nChanged 6
		SP:Iteration 82Q (93016.400000 sec): 3 clusters
  Score: Raw -2204839.675329 + Penalty 3268.867040 = -2201570.808288
  nChanged 7
		SP:Iteration 83Q (93016.640000 sec): 3 clusters
  Score: Raw -2204845.707673 + Penalty 3268.867040 = -2201576.840632
  nChanged 5
		SP:Iteration 84Q (93016.920000 sec): 3 clusters
  Score: Raw -2204849.790465 + Penalty 3268.867040 = -2201580.923424
  nChanged 5
		SP:Iteration 85Q (93017.170000 sec): 3 clusters
  Score: Raw -2204855.294647 + Penalty 3268.867040 = -2201586.427606
  nChanged 6
		SP:Iteration 86Q (93017.460000 sec): 3 clusters
  Score: Raw -2204862.979469 + Penalty 3268.867040 = -2201594.112428
  nChanged 9
		SP:Iteration 87Q (93017.700000 sec): 3 clusters
  Score: Raw -2204874.072767 + Penalty 3268.867040 = -2201605.205726
  nChanged 14
		SP:Iteration 88Q (93017.990000 sec): 3 clusters
  Score: Raw -2204885.196411 + Penalty 3268.867040 = -2201616.329371
  nChanged 7
		SP:Iteration 89Q (93018.280000 sec): 3 clusters
  Score: Raw -2204891.482838 + Penalty 3268.867040 = -2201622.615797
  nChanged 4
		SP:Iteration 90Q (93018.520000 sec): 3 clusters
  Score: Raw -2204894.037890 + Penalty 3268.867040 = -2201625.170849
  nChanged 2
		SP:Iteration 91Q (93018.810000 sec): 3 clusters
  Score: Raw -2204894.462909 + Penalty 3268.867040 = -2201625.595868
  nChanged 0
		SP:Iteration 92F (93019.080000 sec): 3 clusters
  Score: Raw -2204894.462909 + Penalty 3268.867040 = -2201625.595868
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 41 (2972 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (93019.140000 sec): 2 clusters
  Score: Raw -246025.042838 + Penalty 1299.510941 = -244725.531897
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (93019.200000 sec): 3 clusters
  Score: Raw -244631.552810 + Penalty 2599.021882 = -242032.530928
  nChanged 1124
		SP:Iteration 1F (93019.260000 sec): 3 clusters
  Score: Raw -245326.396007 + Penalty 2599.021882 = -242727.374125
  nChanged 264
		SP:Iteration 2F (93019.310000 sec): 3 clusters
  Score: Raw -245543.624330 + Penalty 2599.021882 = -242944.602448
  nChanged 188
		SP:Iteration 3F (93019.370000 sec): 3 clusters
  Score: Raw -245712.674798 + Penalty 2599.021882 = -243113.652916
  nChanged 157
		SP:Iteration 4F (93019.420000 sec): 3 clusters
  Score: Raw -245838.696136 + Penalty 2599.021882 = -243239.674254
  nChanged 132
		SP:Iteration 5Q (93019.480000 sec): 3 clusters
  Score: Raw -245953.785418 + Penalty 2599.021882 = -243354.763536
  nChanged 141
		SP:Iteration 6Q (93019.540000 sec): 3 clusters
  Score: Raw -246093.939862 + Penalty 2599.021882 = -243494.917980
  nChanged 135
		SP:Iteration 7Q (93019.590000 sec): 3 clusters
  Score: Raw -246232.574634 + Penalty 2599.021882 = -243633.552752
  nChanged 132
		SP:Iteration 8Q (93019.650000 sec): 3 clusters
  Score: Raw -246352.524081 + Penalty 2599.021882 = -243753.502199
  nChanged 110
		SP:Iteration 9Q (93019.700000 sec): 3 clusters
  Score: Raw -246456.424939 + Penalty 2599.021882 = -243857.403057
  nChanged 89
		SP:Iteration 10Q (93019.760000 sec): 3 clusters
  Score: Raw -246524.543343 + Penalty 2599.021882 = -243925.521461
  nChanged 59
		SP:Iteration 11Q (93019.820000 sec): 3 clusters
  Score: Raw -246563.212404 + Penalty 2599.021882 = -243964.190522
  nChanged 55
		SP:Iteration 12Q (93019.880000 sec): 3 clusters
  Score: Raw -246594.783000 + Penalty 2599.021882 = -243995.761118
  nChanged 35
		SP:Iteration 13Q (93019.930000 sec): 3 clusters
  Score: Raw -246616.913561 + Penalty 2599.021882 = -244017.891679
  nChanged 27
		SP:Iteration 14Q (93019.990000 sec): 3 clusters
  Score: Raw -246630.843444 + Penalty 2599.021882 = -244031.821562
  nChanged 20
		SP:Iteration 15Q (93020.050000 sec): 3 clusters
  Score: Raw -246639.865979 + Penalty 2599.021882 = -244040.844097
  nChanged 12
		SP:Iteration 16Q (93020.100000 sec): 3 clusters
  Score: Raw -246644.840991 + Penalty 2599.021882 = -244045.819109
  nChanged 11
		SP:Iteration 17Q (93020.150000 sec): 3 clusters
  Score: Raw -246649.039556 + Penalty 2599.021882 = -244050.017674
  nChanged 16
		SP:Iteration 18Q (93020.210000 sec): 3 clusters
  Score: Raw -246656.262079 + Penalty 2599.021882 = -244057.240197
  nChanged 18
		SP:Iteration 19Q (93020.270000 sec): 3 clusters
  Score: Raw -246666.972359 + Penalty 2599.021882 = -244067.950477
  nChanged 16
		SP:Iteration 20F (93020.320000 sec): 3 clusters
  Score: Raw -246674.659438 + Penalty 2599.021882 = -244075.637556
  nChanged 14
		SP:Iteration 21Q (93020.380000 sec): 3 clusters
  Score: Raw -246680.025853 + Penalty 2599.021882 = -244081.003971
  nChanged 11
		SP:Iteration 22Q (93020.430000 sec): 3 clusters
  Score: Raw -246686.996946 + Penalty 2599.021882 = -244087.975064
  nChanged 13
		SP:Iteration 23Q (93020.490000 sec): 3 clusters
  Score: Raw -246694.626948 + Penalty 2599.021882 = -244095.605066
  nChanged 13
		SP:Iteration 24Q (93020.550000 sec): 3 clusters
  Score: Raw -246702.090476 + Penalty 2599.021882 = -244103.068594
  nChanged 10
		SP:Iteration 25Q (93020.600000 sec): 3 clusters
  Score: Raw -246707.290952 + Penalty 2599.021882 = -244108.269070
  nChanged 12
		SP:Iteration 26Q (93020.660000 sec): 3 clusters
  Score: Raw -246714.031114 + Penalty 2599.021882 = -244115.009232
  nChanged 6
		SP:Iteration 27Q (93020.710000 sec): 3 clusters
  Score: Raw -246717.082524 + Penalty 2599.021882 = -244118.060642
  nChanged 6
		SP:Iteration 28Q (93020.770000 sec): 3 clusters
  Score: Raw -246721.972729 + Penalty 2599.021882 = -244122.950848
  nChanged 9
		SP:Iteration 29Q (93020.830000 sec): 3 clusters
  Score: Raw -246724.898762 + Penalty 2599.021882 = -244125.876880
  nChanged 3
		SP:Iteration 30Q (93020.880000 sec): 3 clusters
  Score: Raw -246726.004372 + Penalty 2599.021882 = -244126.982490
  nChanged 4
		SP:Iteration 31Q (93020.940000 sec): 3 clusters
  Score: Raw -246727.653908 + Penalty 2599.021882 = -244128.632026
  nChanged 4
		SP:Iteration 32Q (93020.990000 sec): 3 clusters
  Score: Raw -246729.579863 + Penalty 2599.021882 = -244130.557981
  nChanged 4
		SP:Iteration 33Q (93021.050000 sec): 3 clusters
  Score: Raw -246731.358672 + Penalty 2599.021882 = -244132.336790
  nChanged 3
		SP:Iteration 34Q (93021.110000 sec): 3 clusters
  Score: Raw -246732.291543 + Penalty 2599.021882 = -244133.269661
  nChanged 2
		SP:Iteration 35Q (93021.160000 sec): 3 clusters
  Score: Raw -246732.824200 + Penalty 2599.021882 = -244133.802318
  nChanged 2
		SP:Iteration 36Q (93021.220000 sec): 3 clusters
  Score: Raw -246733.475448 + Penalty 2599.021882 = -244134.453566
  nChanged 0
		SP:Iteration 37F (93021.270000 sec): 3 clusters
  Score: Raw -246733.475448 + Penalty 2599.021882 = -244134.453566
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 42 (813 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (93021.320000 sec): 2 clusters
  Score: Raw -58101.753741 + Penalty 1088.868805 = -57012.884936
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (93021.340000 sec): 3 clusters
  Score: Raw -57903.886944 + Penalty 2177.737611 = -55726.149334
  nChanged 256
		SP:Iteration 1F (93021.350000 sec): 3 clusters
  Score: Raw -58224.438813 + Penalty 2177.737611 = -56046.701202
  nChanged 83
		SP:Iteration 2F (93021.370000 sec): 3 clusters
  Score: Raw -58346.765096 + Penalty 2177.737611 = -56169.027486
  nChanged 40
		SP:Iteration 3Q (93021.390000 sec): 3 clusters
  Score: Raw -58432.735941 + Penalty 2177.737611 = -56254.998331
  nChanged 41
		SP:Iteration 4F (93021.400000 sec): 3 clusters
  Score: Raw -58551.658421 + Penalty 2177.737611 = -56373.920810
  nChanged 45
		SP:Iteration 5F (93021.420000 sec): 3 clusters
  Score: Raw -58639.102757 + Penalty 2177.737611 = -56461.365147
  nChanged 33
		SP:Iteration 6Q (93021.430000 sec): 3 clusters
  Score: Raw -58710.540365 + Penalty 2177.737611 = -56532.802755
  nChanged 25
		SP:Iteration 7Q (93021.450000 sec): 3 clusters
  Score: Raw -58783.259931 + Penalty 2177.737611 = -56605.522320
  nChanged 22
		SP:Iteration 8Q (93021.470000 sec): 3 clusters
  Score: Raw -58854.210392 + Penalty 2177.737611 = -56676.472782
  nChanged 15
		SP:Iteration 9Q (93021.480000 sec): 3 clusters
  Score: Raw -58884.937034 + Penalty 2177.737611 = -56707.199423
  nChanged 14
		SP:Iteration 10Q (93021.490000 sec): 3 clusters
  Score: Raw -58919.243621 + Penalty 2177.737611 = -56741.506010
  nChanged 10
		SP:Iteration 11Q (93021.510000 sec): 3 clusters
  Score: Raw -58938.480614 + Penalty 2177.737611 = -56760.743003
  nChanged 5
		SP:Iteration 12Q (93021.530000 sec): 3 clusters
  Score: Raw -58957.522356 + Penalty 2177.737611 = -56779.784745
  nChanged 4
		SP:Iteration 13Q (93021.540000 sec): 3 clusters
  Score: Raw -58963.896877 + Penalty 2177.737611 = -56786.159267
  nChanged 1
		SP:Iteration 14Q (93021.560000 sec): 3 clusters
  Score: Raw -58965.426560 + Penalty 2177.737611 = -56787.688950
  nChanged 0
		SP:Iteration 15F (93021.570000 sec): 3 clusters
  Score: Raw -58969.164170 + Penalty 2177.737611 = -56791.426559
  nChanged 1
		SP:Iteration 16Q (93021.590000 sec): 3 clusters
  Score: Raw -58997.771646 + Penalty 2177.737611 = -56820.034036
  nChanged 5
		SP:Iteration 17Q (93021.600000 sec): 3 clusters
  Score: Raw -59013.988406 + Penalty 2177.737611 = -56836.250795
  nChanged 7
		SP:Iteration 18Q (93021.620000 sec): 3 clusters
  Score: Raw -59028.754850 + Penalty 2177.737611 = -56851.017239
  nChanged 4
		SP:Iteration 19Q (93021.630000 sec): 3 clusters
  Score: Raw -59034.390828 + Penalty 2177.737611 = -56856.653217
  nChanged 1
		SP:Iteration 20F (93021.650000 sec): 3 clusters
  Score: Raw -59034.702933 + Penalty 2177.737611 = -56856.965323
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 43 (819 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (93021.690000 sec): 2 clusters
  Score: Raw -68223.151246 + Penalty 1090.063664 = -67133.087582
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (93021.710000 sec): 3 clusters
  Score: Raw -68046.648637 + Penalty 2180.127327 = -65866.521310
  nChanged 242
		SP:Iteration 1F (93021.720000 sec): 3 clusters
  Score: Raw -68319.728272 + Penalty 2180.127327 = -66139.600944
  nChanged 66
		SP:Iteration 2F (93021.740000 sec): 3 clusters
  Score: Raw -68403.951682 + Penalty 2180.127327 = -66223.824355
  nChanged 40
		SP:Iteration 3Q (93021.750000 sec): 3 clusters
  Score: Raw -68469.748921 + Penalty 2180.127327 = -66289.621594
  nChanged 26
		SP:Iteration 4Q (93021.770000 sec): 3 clusters
  Score: Raw -68498.151338 + Penalty 2180.127327 = -66318.024011
  nChanged 17
		SP:Iteration 5Q (93021.790000 sec): 3 clusters
  Score: Raw -68517.534284 + Penalty 2180.127327 = -66337.406957
  nChanged 14
		SP:Iteration 6Q (93021.800000 sec): 3 clusters
  Score: Raw -68535.893468 + Penalty 2180.127327 = -66355.766140
  nChanged 10
		SP:Iteration 7Q (93021.820000 sec): 3 clusters
  Score: Raw -68543.643056 + Penalty 2180.127327 = -66363.515729
  nChanged 2
		SP:Iteration 8Q (93021.830000 sec): 3 clusters
  Score: Raw -68546.250480 + Penalty 2180.127327 = -66366.123153
  nChanged 3
		SP:Iteration 9Q (93021.850000 sec): 3 clusters
  Score: Raw -68549.739115 + Penalty 2180.127327 = -66369.611788
  nChanged 3
		SP:Iteration 10Q (93021.870000 sec): 3 clusters
  Score: Raw -68552.627483 + Penalty 2180.127327 = -66372.500155
  nChanged 3
		SP:Iteration 11Q (93021.880000 sec): 3 clusters
  Score: Raw -68555.874245 + Penalty 2180.127327 = -66375.746918
  nChanged 5
		SP:Iteration 12Q (93021.900000 sec): 3 clusters
  Score: Raw -68561.461063 + Penalty 2180.127327 = -66381.333736
  nChanged 2
		SP:Iteration 13Q (93021.910000 sec): 3 clusters
  Score: Raw -68564.486230 + Penalty 2180.127327 = -66384.358903
  nChanged 2
		SP:Iteration 14Q (93021.930000 sec): 3 clusters
  Score: Raw -68565.532738 + Penalty 2180.127327 = -66385.405411
  nChanged 1
		SP:Iteration 15Q (93021.950000 sec): 3 clusters
  Score: Raw -68569.427837 + Penalty 2180.127327 = -66389.300510
  nChanged 2
		SP:Iteration 16Q (93021.960000 sec): 3 clusters
  Score: Raw -68570.611047 + Penalty 2180.127327 = -66390.483720
  nChanged 0
		SP:Iteration 17F (93021.980000 sec): 3 clusters
  Score: Raw -68570.611047 + Penalty 2180.127327 = -66390.483720
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 44 (1694 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (93022.040000 sec): 2 clusters
  Score: Raw -150845.430307 + Penalty 1208.162780 = -149637.267527
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (93022.070000 sec): 3 clusters
  Score: Raw -150133.994562 + Penalty 2416.325559 = -147717.669002
  nChanged 591
		SP:Iteration 1F (93022.110000 sec): 3 clusters
  Score: Raw -150532.775904 + Penalty 2416.325559 = -148116.450345
  nChanged 148
		SP:Iteration 2F (93022.140000 sec): 3 clusters
  Score: Raw -150647.277291 + Penalty 2416.325559 = -148230.951731
  nChanged 87
		SP:Iteration 3F (93022.170000 sec): 3 clusters
  Score: Raw -150713.723456 + Penalty 2416.325559 = -148297.397897
  nChanged 60
		SP:Iteration 4Q (93022.200000 sec): 3 clusters
  Score: Raw -150767.059507 + Penalty 2416.325559 = -148350.733948
  nChanged 53
		SP:Iteration 5Q (93022.230000 sec): 3 clusters
  Score: Raw -150823.784958 + Penalty 2416.325559 = -148407.459399
  nChanged 62
		SP:Iteration 6Q (93022.270000 sec): 3 clusters
  Score: Raw -150884.608790 + Penalty 2416.325559 = -148468.283231
  nChanged 49
		SP:Iteration 7Q (93022.300000 sec): 3 clusters
  Score: Raw -150934.866960 + Penalty 2416.325559 = -148518.541401
  nChanged 56
		SP:Iteration 8Q (93022.330000 sec): 3 clusters
  Score: Raw -150992.521681 + Penalty 2416.325559 = -148576.196122
  nChanged 63
		SP:Iteration 9Q (93022.360000 sec): 3 clusters
  Score: Raw -151063.149003 + Penalty 2416.325559 = -148646.823443
  nChanged 66
		SP:Iteration 10Q (93022.400000 sec): 3 clusters
  Score: Raw -151140.230731 + Penalty 2416.325559 = -148723.905171
  nChanged 67
		SP:Iteration 11Q (93022.430000 sec): 3 clusters
  Score: Raw -151225.647196 + Penalty 2416.325559 = -148809.321636
  nChanged 69
		SP:Iteration 12Q (93022.460000 sec): 3 clusters
  Score: Raw -151306.478791 + Penalty 2416.325559 = -148890.153231
  nChanged 58
		SP:Iteration 13Q (93022.490000 sec): 3 clusters
  Score: Raw -151371.300866 + Penalty 2416.325559 = -148954.975306
  nChanged 42
		SP:Iteration 14Q (93022.530000 sec): 3 clusters
  Score: Raw -151413.533941 + Penalty 2416.325559 = -148997.208382
  nChanged 29
		SP:Iteration 15Q (93022.560000 sec): 3 clusters
  Score: Raw -151437.852052 + Penalty 2416.325559 = -149021.526493
  nChanged 19
		SP:Iteration 16Q (93022.590000 sec): 3 clusters
  Score: Raw -151455.468261 + Penalty 2416.325559 = -149039.142702
  nChanged 14
		SP:Iteration 17Q (93022.620000 sec): 3 clusters
  Score: Raw -151465.540264 + Penalty 2416.325559 = -149049.214705
  nChanged 13
		SP:Iteration 18Q (93022.650000 sec): 3 clusters
  Score: Raw -151479.283162 + Penalty 2416.325559 = -149062.957602
  nChanged 18
		SP:Iteration 19Q (93022.690000 sec): 3 clusters
  Score: Raw -151493.210978 + Penalty 2416.325559 = -149076.885419
  nChanged 12
		SP:Iteration 20F (93022.720000 sec): 3 clusters
  Score: Raw -151499.896075 + Penalty 2416.325559 = -149083.570516
  nChanged 5
		SP:Iteration 21Q (93022.750000 sec): 3 clusters
  Score: Raw -151503.925537 + Penalty 2416.325559 = -149087.599978
  nChanged 3
		SP:Iteration 22Q (93022.780000 sec): 3 clusters
  Score: Raw -151506.394966 + Penalty 2416.325559 = -149090.069406
  nChanged 5
		SP:Iteration 23Q (93022.810000 sec): 3 clusters
  Score: Raw -151510.006206 + Penalty 2416.325559 = -149093.680647
  nChanged 4
		SP:Iteration 24Q (93022.850000 sec): 3 clusters
  Score: Raw -151511.852841 + Penalty 2416.325559 = -149095.527282
  nChanged 2
		SP:Iteration 25Q (93022.880000 sec): 3 clusters
  Score: Raw -151512.669259 + Penalty 2416.325559 = -149096.343699
  nChanged 3
		SP:Iteration 26Q (93022.910000 sec): 3 clusters
  Score: Raw -151514.233608 + Penalty 2416.325559 = -149097.908048
  nChanged 0
		SP:Iteration 27F (93022.950000 sec): 3 clusters
  Score: Raw -151514.233608 + Penalty 2416.325559 = -149097.908048
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 45 (2118 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (93023.010000 sec): 2 clusters
  Score: Raw -164776.581228 + Penalty 1244.461973 = -163532.119255
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (93023.050000 sec): 3 clusters
  Score: Raw -163907.270884 + Penalty 2488.923946 = -161418.346938
  nChanged 750
		SP:Iteration 1F (93023.090000 sec): 3 clusters
  Score: Raw -164480.170548 + Penalty 2488.923946 = -161991.246602
  nChanged 182
		SP:Iteration 2F (93023.130000 sec): 3 clusters
  Score: Raw -164657.745415 + Penalty 2488.923946 = -162168.821469
  nChanged 139
		SP:Iteration 3F (93023.170000 sec): 3 clusters
  Score: Raw -164803.713469 + Penalty 2488.923946 = -162314.789523
  nChanged 107
		SP:Iteration 4F (93023.210000 sec): 3 clusters
  Score: Raw -164966.490786 + Penalty 2488.923946 = -162477.566840
  nChanged 109
		SP:Iteration 5F (93023.250000 sec): 3 clusters
  Score: Raw -165081.636440 + Penalty 2488.923946 = -162592.712494
  nChanged 71
		SP:Iteration 6Q (93023.290000 sec): 3 clusters
  Score: Raw -165147.217383 + Penalty 2488.923946 = -162658.293437
  nChanged 69
		SP:Iteration 7Q (93023.330000 sec): 3 clusters
  Score: Raw -165197.340695 + Penalty 2488.923946 = -162708.416749
  nChanged 50
		SP:Iteration 8Q (93023.370000 sec): 3 clusters
  Score: Raw -165241.852018 + Penalty 2488.923946 = -162752.928072
  nChanged 36
		SP:Iteration 9Q (93023.410000 sec): 3 clusters
  Score: Raw -165273.248764 + Penalty 2488.923946 = -162784.324818
  nChanged 25
		SP:Iteration 10Q (93023.450000 sec): 3 clusters
  Score: Raw -165289.218241 + Penalty 2488.923946 = -162800.294295
  nChanged 23
		SP:Iteration 11Q (93023.490000 sec): 3 clusters
  Score: Raw -165304.513862 + Penalty 2488.923946 = -162815.589916
  nChanged 12
		SP:Iteration 12Q (93023.530000 sec): 3 clusters
  Score: Raw -165313.578837 + Penalty 2488.923946 = -162824.654891
  nChanged 18
		SP:Iteration 13Q (93023.570000 sec): 3 clusters
  Score: Raw -165324.590566 + Penalty 2488.923946 = -162835.666620
  nChanged 14
		SP:Iteration 14Q (93023.610000 sec): 3 clusters
  Score: Raw -165332.572721 + Penalty 2488.923946 = -162843.648775
  nChanged 16
		SP:Iteration 15Q (93023.650000 sec): 3 clusters
  Score: Raw -165344.323079 + Penalty 2488.923946 = -162855.399133
  nChanged 10
		SP:Iteration 16Q (93023.690000 sec): 3 clusters
  Score: Raw -165355.318246 + Penalty 2488.923946 = -162866.394300
  nChanged 13
		SP:Iteration 17Q (93023.730000 sec): 3 clusters
  Score: Raw -165363.494758 + Penalty 2488.923946 = -162874.570812
  nChanged 11
		SP:Iteration 18Q (93023.770000 sec): 3 clusters
  Score: Raw -165369.595759 + Penalty 2488.923946 = -162880.671813
  nChanged 8
		SP:Iteration 19Q (93023.810000 sec): 3 clusters
  Score: Raw -165374.589661 + Penalty 2488.923946 = -162885.665715
  nChanged 7
		SP:Iteration 20F (93023.850000 sec): 3 clusters
  Score: Raw -165380.034262 + Penalty 2488.923946 = -162891.110316
  nChanged 8
		SP:Iteration 21Q (93023.890000 sec): 3 clusters
  Score: Raw -165384.312614 + Penalty 2488.923946 = -162895.388668
  nChanged 4
		SP:Iteration 22Q (93023.930000 sec): 3 clusters
  Score: Raw -165386.766460 + Penalty 2488.923946 = -162897.842514
  nChanged 5
		SP:Iteration 23Q (93023.970000 sec): 3 clusters
  Score: Raw -165391.846859 + Penalty 2488.923946 = -162902.922913
  nChanged 9
		SP:Iteration 24Q (93024.010000 sec): 3 clusters
  Score: Raw -165396.343463 + Penalty 2488.923946 = -162907.419517
  nChanged 5
		SP:Iteration 25Q (93024.040000 sec): 3 clusters
  Score: Raw -165399.825454 + Penalty 2488.923946 = -162910.901508
  nChanged 4
		SP:Iteration 26Q (93024.090000 sec): 3 clusters
  Score: Raw -165401.155881 + Penalty 2488.923946 = -162912.231935
  nChanged 1
		SP:Iteration 27Q (93024.130000 sec): 3 clusters
  Score: Raw -165401.369963 + Penalty 2488.923946 = -162912.446017
  nChanged 2
		SP:Iteration 28Q (93024.170000 sec): 3 clusters
  Score: Raw -165401.806766 + Penalty 2488.923946 = -162912.882820
  nChanged 3
		SP:Iteration 29Q (93024.210000 sec): 3 clusters
  Score: Raw -165402.479415 + Penalty 2488.923946 = -162913.555469
  nChanged 3
		SP:Iteration 30Q (93024.240000 sec): 3 clusters
  Score: Raw -165403.836050 + Penalty 2488.923946 = -162914.912104
  nChanged 4
		SP:Iteration 31Q (93024.280000 sec): 3 clusters
  Score: Raw -165405.354363 + Penalty 2488.923946 = -162916.430417
  nChanged 2
		SP:Iteration 32Q (93024.320000 sec): 3 clusters
  Score: Raw -165405.692149 + Penalty 2488.923946 = -162916.768203
  nChanged 1
		SP:Iteration 33Q (93024.360000 sec): 3 clusters
  Score: Raw -165405.854519 + Penalty 2488.923946 = -162916.930573
  nChanged 1
		SP:Iteration 34Q (93024.400000 sec): 3 clusters
  Score: Raw -165406.119372 + Penalty 2488.923946 = -162917.195426
  nChanged 0
		SP:Iteration 35F (93024.440000 sec): 3 clusters
  Score: Raw -165406.119372 + Penalty 2488.923946 = -162917.195426
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 46 (3374 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (93024.510000 sec): 2 clusters
  Score: Raw -282643.293154 + Penalty 1320.126318 = -281323.166836
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (93024.580000 sec): 3 clusters
  Score: Raw -281006.620072 + Penalty 2640.252636 = -278366.367437
  nChanged 1291
		SP:Iteration 1F (93024.640000 sec): 3 clusters
  Score: Raw -281819.769865 + Penalty 2640.252636 = -279179.517230
  nChanged 256
		SP:Iteration 2F (93024.700000 sec): 3 clusters
  Score: Raw -281991.603880 + Penalty 2640.252636 = -279351.351244
  nChanged 185
		SP:Iteration 3F (93024.770000 sec): 3 clusters
  Score: Raw -282123.721844 + Penalty 2640.252636 = -279483.469208
  nChanged 149
		SP:Iteration 4Q (93024.830000 sec): 3 clusters
  Score: Raw -282218.567844 + Penalty 2640.252636 = -279578.315209
  nChanged 123
		SP:Iteration 5Q (93024.900000 sec): 3 clusters
  Score: Raw -282302.349630 + Penalty 2640.252636 = -279662.096995
  nChanged 132
		SP:Iteration 6Q (93024.960000 sec): 3 clusters
  Score: Raw -282399.325545 + Penalty 2640.252636 = -279759.072910
  nChanged 114
		SP:Iteration 7Q (93025.030000 sec): 3 clusters
  Score: Raw -282469.045266 + Penalty 2640.252636 = -279828.792631
  nChanged 86
		SP:Iteration 8Q (93025.090000 sec): 3 clusters
  Score: Raw -282520.142310 + Penalty 2640.252636 = -279879.889675
  nChanged 63
		SP:Iteration 9Q (93025.150000 sec): 3 clusters
  Score: Raw -282553.232710 + Penalty 2640.252636 = -279912.980074
  nChanged 55
		SP:Iteration 10Q (93025.220000 sec): 3 clusters
  Score: Raw -282584.972654 + Penalty 2640.252636 = -279944.720018
  nChanged 46
		SP:Iteration 11Q (93025.290000 sec): 3 clusters
  Score: Raw -282611.456490 + Penalty 2640.252636 = -279971.203855
  nChanged 48
		SP:Iteration 12Q (93025.350000 sec): 3 clusters
  Score: Raw -282646.653408 + Penalty 2640.252636 = -280006.400772
  nChanged 41
		SP:Iteration 13Q (93025.410000 sec): 3 clusters
  Score: Raw -282677.571048 + Penalty 2640.252636 = -280037.318413
  nChanged 44
		SP:Iteration 14Q (93025.470000 sec): 3 clusters
  Score: Raw -282710.422646 + Penalty 2640.252636 = -280070.170011
  nChanged 45
		SP:Iteration 15Q (93025.540000 sec): 3 clusters
  Score: Raw -282751.791512 + Penalty 2640.252636 = -280111.538876
  nChanged 53
		SP:Iteration 16Q (93025.600000 sec): 3 clusters
  Score: Raw -282801.161183 + Penalty 2640.252636 = -280160.908547
  nChanged 50
		SP:Iteration 17Q (93025.670000 sec): 3 clusters
  Score: Raw -282851.482181 + Penalty 2640.252636 = -280211.229545
  nChanged 45
		SP:Iteration 18Q (93025.730000 sec): 3 clusters
  Score: Raw -282898.973037 + Penalty 2640.252636 = -280258.720402
  nChanged 33
		SP:Iteration 19Q (93025.790000 sec): 3 clusters
  Score: Raw -282959.281785 + Penalty 2640.252636 = -280319.029150
  nChanged 40
		SP:Iteration 20F (93025.850000 sec): 3 clusters
  Score: Raw -283044.535836 + Penalty 2640.252636 = -280404.283200
  nChanged 39
		SP:Iteration 21Q (93025.910000 sec): 3 clusters
  Score: Raw -283080.500546 + Penalty 2640.252636 = -280440.247910
  nChanged 34
		SP:Iteration 22Q (93025.970000 sec): 3 clusters
  Score: Raw -283100.284728 + Penalty 2640.252636 = -280460.032092
  nChanged 23
		SP:Iteration 23Q (93026.030000 sec): 3 clusters
  Score: Raw -283112.714113 + Penalty 2640.252636 = -280472.461478
  nChanged 14
		SP:Iteration 24Q (93026.090000 sec): 3 clusters
  Score: Raw -283122.127264 + Penalty 2640.252636 = -280481.874629
  nChanged 17
		SP:Iteration 25Q (93026.150000 sec): 3 clusters
  Score: Raw -283140.115982 + Penalty 2640.252636 = -280499.863347
  nChanged 23
		SP:Iteration 26Q (93026.220000 sec): 3 clusters
  Score: Raw -283166.081579 + Penalty 2640.252636 = -280525.828944
  nChanged 19
		SP:Iteration 27Q (93026.280000 sec): 3 clusters
  Score: Raw -283188.113735 + Penalty 2640.252636 = -280547.861100
  nChanged 25
		SP:Iteration 28Q (93026.340000 sec): 3 clusters
  Score: Raw -283200.835268 + Penalty 2640.252636 = -280560.582633
  nChanged 11
		SP:Iteration 29Q (93026.400000 sec): 3 clusters
  Score: Raw -283206.886118 + Penalty 2640.252636 = -280566.633483
  nChanged 11
		SP:Iteration 30Q (93026.460000 sec): 3 clusters
  Score: Raw -283213.845866 + Penalty 2640.252636 = -280573.593231
  nChanged 15
		SP:Iteration 31Q (93026.520000 sec): 3 clusters
  Score: Raw -283221.722527 + Penalty 2640.252636 = -280581.469892
  nChanged 13
		SP:Iteration 32Q (93026.590000 sec): 3 clusters
  Score: Raw -283231.437354 + Penalty 2640.252636 = -280591.184718
  nChanged 20
		SP:Iteration 33Q (93026.650000 sec): 3 clusters
  Score: Raw -283245.160659 + Penalty 2640.252636 = -280604.908023
  nChanged 16
		SP:Iteration 34Q (93026.710000 sec): 3 clusters
  Score: Raw -283255.514705 + Penalty 2640.252636 = -280615.262069
  nChanged 20
		SP:Iteration 35Q (93026.770000 sec): 3 clusters
  Score: Raw -283264.670008 + Penalty 2640.252636 = -280624.417372
  nChanged 11
		SP:Iteration 36Q (93026.830000 sec): 3 clusters
  Score: Raw -283271.325393 + Penalty 2640.252636 = -280631.072757
  nChanged 9
		SP:Iteration 37Q (93026.890000 sec): 3 clusters
  Score: Raw -283275.803625 + Penalty 2640.252636 = -280635.550989
  nChanged 9
		SP:Iteration 38Q (93026.950000 sec): 3 clusters
  Score: Raw -283278.643054 + Penalty 2640.252636 = -280638.390418
  nChanged 8
		SP:Iteration 39Q (93027.010000 sec): 3 clusters
  Score: Raw -283282.790098 + Penalty 2640.252636 = -280642.537462
  nChanged 7
		SP:Iteration 40F (93027.070000 sec): 3 clusters
  Score: Raw -283289.550555 + Penalty 2640.252636 = -280649.297920
  nChanged 11
		SP:Iteration 41Q (93027.130000 sec): 3 clusters
  Score: Raw -283298.991498 + Penalty 2640.252636 = -280658.738863
  nChanged 16
		SP:Iteration 42Q (93027.190000 sec): 3 clusters
  Score: Raw -283308.764346 + Penalty 2640.252636 = -280668.511710
  nChanged 15
		SP:Iteration 43Q (93027.250000 sec): 3 clusters
  Score: Raw -283314.378079 + Penalty 2640.252636 = -280674.125444
  nChanged 10
		SP:Iteration 44Q (93027.320000 sec): 3 clusters
  Score: Raw -283317.694639 + Penalty 2640.252636 = -280677.442003
  nChanged 3
		SP:Iteration 45Q (93027.380000 sec): 3 clusters
  Score: Raw -283319.563543 + Penalty 2640.252636 = -280679.310908
  nChanged 4
		SP:Iteration 46Q (93027.440000 sec): 3 clusters
  Score: Raw -283321.527828 + Penalty 2640.252636 = -280681.275192
  nChanged 4
		SP:Iteration 47Q (93027.500000 sec): 3 clusters
  Score: Raw -283322.716202 + Penalty 2640.252636 = -280682.463566
  nChanged 3
		SP:Iteration 48Q (93027.560000 sec): 3 clusters
  Score: Raw -283323.620954 + Penalty 2640.252636 = -280683.368319
  nChanged 2
		SP:Iteration 49Q (93027.630000 sec): 3 clusters
  Score: Raw -283324.032100 + Penalty 2640.252636 = -280683.779465
  nChanged 1
		SP:Iteration 50Q (93027.690000 sec): 3 clusters
  Score: Raw -283324.151145 + Penalty 2640.252636 = -280683.898509
  nChanged 0
		SP:Iteration 51F (93027.750000 sec): 3 clusters
  Score: Raw -283324.151145 + Penalty 2640.252636 = -280683.898509
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 47 (3494 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (93027.820000 sec): 2 clusters
  Score: Raw -296406.275739 + Penalty 1325.805405 = -295080.470335
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (93027.890000 sec): 3 clusters
  Score: Raw -294699.793072 + Penalty 2651.610809 = -292048.182263
  nChanged 1369
		SP:Iteration 1F (93027.950000 sec): 3 clusters
  Score: Raw -295537.903854 + Penalty 2651.610809 = -292886.293044
  nChanged 308
		SP:Iteration 2F (93028.010000 sec): 3 clusters
  Score: Raw -295764.819974 + Penalty 2651.610809 = -293113.209165
  nChanged 233
		SP:Iteration 3F (93028.080000 sec): 3 clusters
  Score: Raw -295939.436515 + Penalty 2651.610809 = -293287.825706
  nChanged 170
		SP:Iteration 4Q (93028.150000 sec): 3 clusters
  Score: Raw -296049.615519 + Penalty 2651.610809 = -293398.004709
  nChanged 139
		SP:Iteration 5Q (93028.210000 sec): 3 clusters
  Score: Raw -296131.212382 + Penalty 2651.610809 = -293479.601572
  nChanged 124
		SP:Iteration 6Q (93028.280000 sec): 3 clusters
  Score: Raw -296198.029972 + Penalty 2651.610809 = -293546.419163
  nChanged 102
		SP:Iteration 7Q (93028.350000 sec): 3 clusters
  Score: Raw -296243.419091 + Penalty 2651.610809 = -293591.808282
  nChanged 89
		SP:Iteration 8Q (93028.410000 sec): 3 clusters
  Score: Raw -296294.094981 + Penalty 2651.610809 = -293642.484171
  nChanged 88
		SP:Iteration 9Q (93028.480000 sec): 3 clusters
  Score: Raw -296338.019022 + Penalty 2651.610809 = -293686.408212
  nChanged 87
		SP:Iteration 10Q (93028.540000 sec): 3 clusters
  Score: Raw -296384.298638 + Penalty 2651.610809 = -293732.687828
  nChanged 72
		SP:Iteration 11Q (93028.610000 sec): 3 clusters
  Score: Raw -296415.599787 + Penalty 2651.610809 = -293763.988978
  nChanged 52
		SP:Iteration 12Q (93028.670000 sec): 3 clusters
  Score: Raw -296433.720755 + Penalty 2651.610809 = -293782.109946
  nChanged 29
		SP:Iteration 13Q (93028.740000 sec): 3 clusters
  Score: Raw -296445.277885 + Penalty 2651.610809 = -293793.667075
  nChanged 33
		SP:Iteration 14Q (93028.810000 sec): 3 clusters
  Score: Raw -296458.461066 + Penalty 2651.610809 = -293806.850257
  nChanged 30
		SP:Iteration 15Q (93028.870000 sec): 3 clusters
  Score: Raw -296470.938167 + Penalty 2651.610809 = -293819.327358
  nChanged 31
		SP:Iteration 16Q (93028.930000 sec): 3 clusters
  Score: Raw -296488.874588 + Penalty 2651.610809 = -293837.263779
  nChanged 38
		SP:Iteration 17Q (93029.000000 sec): 3 clusters
  Score: Raw -296503.376124 + Penalty 2651.610809 = -293851.765315
  nChanged 22
		SP:Iteration 18Q (93029.070000 sec): 3 clusters
  Score: Raw -296510.372678 + Penalty 2651.610809 = -293858.761868
  nChanged 21
		SP:Iteration 19Q (93029.130000 sec): 3 clusters
  Score: Raw -296516.879473 + Penalty 2651.610809 = -293865.268663
  nChanged 19
		SP:Iteration 20F (93029.190000 sec): 3 clusters
  Score: Raw -296523.509051 + Penalty 2651.610809 = -293871.898241
  nChanged 18
		SP:Iteration 21Q (93029.260000 sec): 3 clusters
  Score: Raw -296529.877857 + Penalty 2651.610809 = -293878.267048
  nChanged 18
		SP:Iteration 22Q (93029.330000 sec): 3 clusters
  Score: Raw -296537.166183 + Penalty 2651.610809 = -293885.555373
  nChanged 23
		SP:Iteration 23Q (93029.390000 sec): 3 clusters
  Score: Raw -296545.481071 + Penalty 2651.610809 = -293893.870261
  nChanged 17
		SP:Iteration 24Q (93029.450000 sec): 3 clusters
  Score: Raw -296550.949174 + Penalty 2651.610809 = -293899.338364
  nChanged 21
		SP:Iteration 25Q (93029.520000 sec): 3 clusters
  Score: Raw -296556.552516 + Penalty 2651.610809 = -293904.941707
  nChanged 15
		SP:Iteration 26Q (93029.590000 sec): 3 clusters
  Score: Raw -296560.128666 + Penalty 2651.610809 = -293908.517857
  nChanged 12
		SP:Iteration 27Q (93029.650000 sec): 3 clusters
  Score: Raw -296563.273647 + Penalty 2651.610809 = -293911.662838
  nChanged 10
		SP:Iteration 28Q (93029.720000 sec): 3 clusters
  Score: Raw -296567.149218 + Penalty 2651.610809 = -293915.538408
  nChanged 12
		SP:Iteration 29Q (93029.780000 sec): 3 clusters
  Score: Raw -296571.219107 + Penalty 2651.610809 = -293919.608298
  nChanged 9
		SP:Iteration 30Q (93029.850000 sec): 3 clusters
  Score: Raw -296574.085991 + Penalty 2651.610809 = -293922.475182
  nChanged 6
		SP:Iteration 31Q (93029.910000 sec): 3 clusters
  Score: Raw -296575.897072 + Penalty 2651.610809 = -293924.286263
  nChanged 6
		SP:Iteration 32Q (93029.970000 sec): 3 clusters
  Score: Raw -296577.482225 + Penalty 2651.610809 = -293925.871415
  nChanged 4
		SP:Iteration 33Q (93030.040000 sec): 3 clusters
  Score: Raw -296578.996348 + Penalty 2651.610809 = -293927.385539
  nChanged 5
		SP:Iteration 34Q (93030.110000 sec): 3 clusters
  Score: Raw -296580.188138 + Penalty 2651.610809 = -293928.577329
  nChanged 5
		SP:Iteration 35Q (93030.170000 sec): 3 clusters
  Score: Raw -296581.107957 + Penalty 2651.610809 = -293929.497148
  nChanged 3
		SP:Iteration 36Q (93030.230000 sec): 3 clusters
  Score: Raw -296581.739585 + Penalty 2651.610809 = -293930.128775
  nChanged 4
		SP:Iteration 37Q (93030.300000 sec): 3 clusters
  Score: Raw -296582.873677 + Penalty 2651.610809 = -293931.262868
  nChanged 5
		SP:Iteration 38Q (93030.370000 sec): 3 clusters
  Score: Raw -296583.814056 + Penalty 2651.610809 = -293932.203246
  nChanged 4
		SP:Iteration 39Q (93030.430000 sec): 3 clusters
  Score: Raw -296584.688776 + Penalty 2651.610809 = -293933.077966
  nChanged 1
		SP:Iteration 40F (93030.490000 sec): 3 clusters
  Score: Raw -296584.851000 + Penalty 2651.610809 = -293933.240190
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 48 (38109 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (93030.810000 sec): 2 clusters
  Score: Raw -3446687.065178 + Penalty 1714.083435 = -3444972.981743
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (93031.230000 sec): 3 clusters
  Score: Raw -3422897.111158 + Penalty 3428.166870 = -3419468.944288
  nChanged 17689
		SP:Iteration 1F (93031.640000 sec): 3 clusters
  Score: Raw -3432983.436071 + Penalty 3428.166870 = -3429555.269201
  nChanged 1835
		SP:Iteration 2Q (93032.100000 sec): 3 clusters
  Score: Raw -3433743.843076 + Penalty 3428.166870 = -3430315.676206
  nChanged 2118
		SP:Iteration 3F (93032.510000 sec): 3 clusters
  Score: Raw -3434798.625354 + Penalty 3428.166870 = -3431370.458484
  nChanged 2482
		SP:Iteration 4F (93032.930000 sec): 3 clusters
  Score: Raw -3436367.740163 + Penalty 3428.166870 = -3432939.573293
  nChanged 2857
		SP:Iteration 5F (93033.340000 sec): 3 clusters
  Score: Raw -3438473.322530 + Penalty 3428.166870 = -3435045.155660
  nChanged 2891
		SP:Iteration 6F (93033.770000 sec): 3 clusters
  Score: Raw -3440794.051754 + Penalty 3428.166870 = -3437365.884884
  nChanged 2463
		SP:Iteration 7F (93034.200000 sec): 3 clusters
  Score: Raw -3442878.355941 + Penalty 3428.166870 = -3439450.189071
  nChanged 1803
		SP:Iteration 8Q (93034.650000 sec): 3 clusters
  Score: Raw -3444456.849989 + Penalty 3428.166870 = -3441028.683119
  nChanged 1279
		SP:Iteration 9Q (93035.060000 sec): 3 clusters
  Score: Raw -3445615.096719 + Penalty 3428.166870 = -3442186.929849
  nChanged 764
		SP:Iteration 10Q (93035.470000 sec): 3 clusters
  Score: Raw -3446313.449098 + Penalty 3428.166870 = -3442885.282228
  nChanged 373
		SP:Iteration 11Q (93035.880000 sec): 3 clusters
  Score: Raw -3446651.266354 + Penalty 3428.166870 = -3443223.099484
  nChanged 186
		SP:Iteration 12Q (93036.220000 sec): 3 clusters
  Score: Raw -3446814.735473 + Penalty 3428.166870 = -3443386.568603
  nChanged 99
		SP:Iteration 13Q (93036.620000 sec): 3 clusters
  Score: Raw -3446904.013132 + Penalty 3428.166870 = -3443475.846262
  nChanged 35
		SP:Iteration 14Q (93037.010000 sec): 3 clusters
  Score: Raw -3446934.236307 + Penalty 3428.166870 = -3443506.069437
  nChanged 27
		SP:Iteration 15Q (93037.350000 sec): 3 clusters
  Score: Raw -3446963.705479 + Penalty 3428.166870 = -3443535.538609
  nChanged 20
		SP:Iteration 16Q (93037.740000 sec): 3 clusters
  Score: Raw -3446995.559098 + Penalty 3428.166870 = -3443567.392228
  nChanged 17
		SP:Iteration 17Q (93038.080000 sec): 3 clusters
  Score: Raw -3447014.507095 + Penalty 3428.166870 = -3443586.340225
  nChanged 17
		SP:Iteration 18Q (93038.480000 sec): 3 clusters
  Score: Raw -3447033.894669 + Penalty 3428.166870 = -3443605.727799
  nChanged 14
		SP:Iteration 19Q (93038.820000 sec): 3 clusters
  Score: Raw -3447052.260916 + Penalty 3428.166870 = -3443624.094046
  nChanged 12
		SP:Iteration 20F (93039.220000 sec): 3 clusters
  Score: Raw -3447063.942045 + Penalty 3428.166870 = -3443635.775175
  nChanged 9
		SP:Iteration 21Q (93039.620000 sec): 3 clusters
  Score: Raw -3447067.903164 + Penalty 3428.166870 = -3443639.736294
  nChanged 3
		SP:Iteration 22Q (93039.950000 sec): 3 clusters
  Score: Raw -3447068.772955 + Penalty 3428.166870 = -3443640.606085
  nChanged 4
		SP:Iteration 23Q (93040.340000 sec): 3 clusters
  Score: Raw -3447070.364960 + Penalty 3428.166870 = -3443642.198090
  nChanged 2
		SP:Iteration 24Q (93040.680000 sec): 3 clusters
  Score: Raw -3447071.548548 + Penalty 3428.166870 = -3443643.381678
  nChanged 3
		SP:Iteration 25Q (93041.070000 sec): 3 clusters
  Score: Raw -3447073.604435 + Penalty 3428.166870 = -3443645.437565
  nChanged 6
		SP:Iteration 26Q (93041.410000 sec): 3 clusters
  Score: Raw -3447076.646274 + Penalty 3428.166870 = -3443648.479404
  nChanged 8
		SP:Iteration 27Q (93041.800000 sec): 3 clusters
  Score: Raw -3447080.709032 + Penalty 3428.166870 = -3443652.542162
  nChanged 5
		SP:Iteration 28Q (93042.190000 sec): 3 clusters
  Score: Raw -3447082.484068 + Penalty 3428.166870 = -3443654.317198
  nChanged 2
		SP:Iteration 29Q (93042.530000 sec): 3 clusters
  Score: Raw -3447084.765570 + Penalty 3428.166870 = -3443656.598700
  nChanged 2
		SP:Iteration 30Q (93042.920000 sec): 3 clusters
  Score: Raw -3447085.794003 + Penalty 3428.166870 = -3443657.627133
  nChanged 0
		SP:Iteration 31F (93043.300000 sec): 3 clusters
  Score: Raw -3447085.794003 + Penalty 3428.166870 = -3443657.627133
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 49 (1653 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (93043.350000 sec): 2 clusters
  Score: Raw -123397.632627 + Penalty 1204.181403 = -122193.451223
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (93043.390000 sec): 3 clusters
  Score: Raw -122715.672014 + Penalty 2408.362807 = -120307.309207
  nChanged 583
		SP:Iteration 1F (93043.420000 sec): 3 clusters
  Score: Raw -123253.622547 + Penalty 2408.362807 = -120845.259740
  nChanged 186
		SP:Iteration 2F (93043.460000 sec): 3 clusters
  Score: Raw -123525.697266 + Penalty 2408.362807 = -121117.334460
  nChanged 131
		SP:Iteration 3F (93043.490000 sec): 3 clusters
  Score: Raw -123672.244195 + Penalty 2408.362807 = -121263.881388
  nChanged 85
		SP:Iteration 4F (93043.520000 sec): 3 clusters
  Score: Raw -123750.214793 + Penalty 2408.362807 = -121341.851986
  nChanged 60
		SP:Iteration 5Q (93043.550000 sec): 3 clusters
  Score: Raw -123799.150150 + Penalty 2408.362807 = -121390.787344
  nChanged 55
		SP:Iteration 6Q (93043.590000 sec): 3 clusters
  Score: Raw -123855.203400 + Penalty 2408.362807 = -121446.840594
  nChanged 48
		SP:Iteration 7Q (93043.610000 sec): 3 clusters
  Score: Raw -123933.153245 + Penalty 2408.362807 = -121524.790438
  nChanged 45
		SP:Iteration 8Q (93043.650000 sec): 3 clusters
  Score: Raw -123973.556417 + Penalty 2408.362807 = -121565.193610
  nChanged 27
		SP:Iteration 9Q (93043.680000 sec): 3 clusters
  Score: Raw -124012.546795 + Penalty 2408.362807 = -121604.183988
  nChanged 26
		SP:Iteration 10Q (93043.710000 sec): 3 clusters
  Score: Raw -124045.989278 + Penalty 2408.362807 = -121637.626471
  nChanged 27
		SP:Iteration 11Q (93043.740000 sec): 3 clusters
  Score: Raw -124074.026289 + Penalty 2408.362807 = -121665.663482
  nChanged 32
		SP:Iteration 12Q (93043.770000 sec): 3 clusters
  Score: Raw -124111.251721 + Penalty 2408.362807 = -121702.888914
  nChanged 31
		SP:Iteration 13Q (93043.800000 sec): 3 clusters
  Score: Raw -124147.817739 + Penalty 2408.362807 = -121739.454933
  nChanged 32
		SP:Iteration 14Q (93043.830000 sec): 3 clusters
  Score: Raw -124186.652803 + Penalty 2408.362807 = -121778.289996
  nChanged 30
		SP:Iteration 15Q (93043.870000 sec): 3 clusters
  Score: Raw -124219.317229 + Penalty 2408.362807 = -121810.954422
  nChanged 26
		SP:Iteration 16Q (93043.890000 sec): 3 clusters
  Score: Raw -124242.473574 + Penalty 2408.362807 = -121834.110767
  nChanged 16
		SP:Iteration 17Q (93043.930000 sec): 3 clusters
  Score: Raw -124250.075158 + Penalty 2408.362807 = -121841.712351
  nChanged 6
		SP:Iteration 18Q (93043.960000 sec): 3 clusters
  Score: Raw -124255.504501 + Penalty 2408.362807 = -121847.141694
  nChanged 7
		SP:Iteration 19Q (93043.990000 sec): 3 clusters
  Score: Raw -124260.196657 + Penalty 2408.362807 = -121851.833850
  nChanged 4
		SP:Iteration 20F (93044.020000 sec): 3 clusters
  Score: Raw -124263.460068 + Penalty 2408.362807 = -121855.097261
  nChanged 6
		SP:Iteration 21Q (93044.050000 sec): 3 clusters
  Score: Raw -124270.373703 + Penalty 2408.362807 = -121862.010896
  nChanged 7
		SP:Iteration 22Q (93044.080000 sec): 3 clusters
  Score: Raw -124283.842539 + Penalty 2408.362807 = -121875.479733
  nChanged 7
		SP:Iteration 23Q (93044.110000 sec): 3 clusters
  Score: Raw -124289.683873 + Penalty 2408.362807 = -121881.321067
  nChanged 7
		SP:Iteration 24Q (93044.140000 sec): 3 clusters
  Score: Raw -124295.320342 + Penalty 2408.362807 = -121886.957535
  nChanged 7
		SP:Iteration 25Q (93044.170000 sec): 3 clusters
  Score: Raw -124306.352089 + Penalty 2408.362807 = -121897.989282
  nChanged 7
		SP:Iteration 26Q (93044.200000 sec): 3 clusters
  Score: Raw -124311.833214 + Penalty 2408.362807 = -121903.470407
  nChanged 6
		SP:Iteration 27Q (93044.230000 sec): 3 clusters
  Score: Raw -124316.314525 + Penalty 2408.362807 = -121907.951718
  nChanged 5
		SP:Iteration 28Q (93044.270000 sec): 3 clusters
  Score: Raw -124319.776655 + Penalty 2408.362807 = -121911.413849
  nChanged 5
		SP:Iteration 29Q (93044.290000 sec): 3 clusters
  Score: Raw -124322.685127 + Penalty 2408.362807 = -121914.322320
  nChanged 3
		SP:Iteration 30Q (93044.330000 sec): 3 clusters
  Score: Raw -124324.807748 + Penalty 2408.362807 = -121916.444941
  nChanged 5
		SP:Iteration 31Q (93044.360000 sec): 3 clusters
  Score: Raw -124329.752337 + Penalty 2408.362807 = -121921.389530
  nChanged 2
		SP:Iteration 32Q (93044.390000 sec): 3 clusters
  Score: Raw -124330.867879 + Penalty 2408.362807 = -121922.505072
  nChanged 1
		SP:Iteration 33Q (93044.420000 sec): 3 clusters
  Score: Raw -124331.002052 + Penalty 2408.362807 = -121922.639245
  nChanged 1
		SP:Iteration 34Q (93044.450000 sec): 3 clusters
  Score: Raw -124331.652854 + Penalty 2408.362807 = -121923.290047
  nChanged 1
		SP:Iteration 35Q (93044.480000 sec): 3 clusters
  Score: Raw -124331.944649 + Penalty 2408.362807 = -121923.581842
  nChanged 0
		SP:Iteration 36F (93044.510000 sec): 3 clusters
  Score: Raw -124331.944649 + Penalty 2408.362807 = -121923.581842
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 50 (2571 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (93044.580000 sec): 2 clusters
  Score: Raw -203792.161499 + Penalty 1275.958159 = -202516.203340
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (93044.630000 sec): 3 clusters
  Score: Raw -202669.540101 + Penalty 2551.916317 = -200117.623784
  nChanged 961
		SP:Iteration 1F (93044.670000 sec): 3 clusters
  Score: Raw -203263.590380 + Penalty 2551.916317 = -200711.674063
  nChanged 216
		SP:Iteration 2F (93044.720000 sec): 3 clusters
  Score: Raw -203451.822835 + Penalty 2551.916317 = -200899.906517
  nChanged 164
		SP:Iteration 3F (93044.770000 sec): 3 clusters
  Score: Raw -203612.458968 + Penalty 2551.916317 = -201060.542651
  nChanged 145
		SP:Iteration 4F (93044.820000 sec): 3 clusters
  Score: Raw -203770.382271 + Penalty 2551.916317 = -201218.465953
  nChanged 132
		SP:Iteration 5F (93044.870000 sec): 3 clusters
  Score: Raw -203919.971421 + Penalty 2551.916317 = -201368.055104
  nChanged 132
		SP:Iteration 6F (93044.920000 sec): 3 clusters
  Score: Raw -204092.127230 + Penalty 2551.916317 = -201540.210912
  nChanged 128
		SP:Iteration 7Q (93044.970000 sec): 3 clusters
  Score: Raw -204220.511025 + Penalty 2551.916317 = -201668.594708
  nChanged 92
		SP:Iteration 8Q (93045.010000 sec): 3 clusters
  Score: Raw -204303.716923 + Penalty 2551.916317 = -201751.800606
  nChanged 84
		SP:Iteration 9Q (93045.060000 sec): 3 clusters
  Score: Raw -204380.800074 + Penalty 2551.916317 = -201828.883757
  nChanged 71
		SP:Iteration 10Q (93045.110000 sec): 3 clusters
  Score: Raw -204441.564140 + Penalty 2551.916317 = -201889.647823
  nChanged 62
		SP:Iteration 11Q (93045.160000 sec): 3 clusters
  Score: Raw -204505.553579 + Penalty 2551.916317 = -201953.637261
  nChanged 63
		SP:Iteration 12Q (93045.210000 sec): 3 clusters
  Score: Raw -204564.387770 + Penalty 2551.916317 = -202012.471453
  nChanged 48
		SP:Iteration 13Q (93045.250000 sec): 3 clusters
  Score: Raw -204594.690591 + Penalty 2551.916317 = -202042.774274
  nChanged 33
		SP:Iteration 14Q (93045.300000 sec): 3 clusters
  Score: Raw -204613.813863 + Penalty 2551.916317 = -202061.897545
  nChanged 30
		SP:Iteration 15Q (93045.350000 sec): 3 clusters
  Score: Raw -204634.791951 + Penalty 2551.916317 = -202082.875633
  nChanged 26
		SP:Iteration 16Q (93045.400000 sec): 3 clusters
  Score: Raw -204656.492591 + Penalty 2551.916317 = -202104.576274
  nChanged 34
		SP:Iteration 17Q (93045.450000 sec): 3 clusters
  Score: Raw -204679.186416 + Penalty 2551.916317 = -202127.270098
  nChanged 25
		SP:Iteration 18Q (93045.490000 sec): 3 clusters
  Score: Raw -204704.659773 + Penalty 2551.916317 = -202152.743456
  nChanged 28
		SP:Iteration 19Q (93045.540000 sec): 3 clusters
  Score: Raw -204746.816554 + Penalty 2551.916317 = -202194.900237
  nChanged 33
		SP:Iteration 20F (93045.590000 sec): 3 clusters
  Score: Raw -204823.699686 + Penalty 2551.916317 = -202271.783369
  nChanged 41
		SP:Iteration 21Q (93045.640000 sec): 3 clusters
  Score: Raw -204935.034833 + Penalty 2551.916317 = -202383.118516
  nChanged 45
		SP:Iteration 22Q (93045.690000 sec): 3 clusters
  Score: Raw -204972.215428 + Penalty 2551.916317 = -202420.299111
  nChanged 16
		SP:Iteration 23Q (93045.740000 sec): 3 clusters
  Score: Raw -204983.433296 + Penalty 2551.916317 = -202431.516978
  nChanged 15
		SP:Iteration 24Q (93045.780000 sec): 3 clusters
  Score: Raw -204992.014080 + Penalty 2551.916317 = -202440.097762
  nChanged 8
		SP:Iteration 25Q (93045.830000 sec): 3 clusters
  Score: Raw -204996.042823 + Penalty 2551.916317 = -202444.126505
  nChanged 7
		SP:Iteration 26Q (93045.880000 sec): 3 clusters
  Score: Raw -205000.524540 + Penalty 2551.916317 = -202448.608223
  nChanged 5
		SP:Iteration 27Q (93045.920000 sec): 3 clusters
  Score: Raw -205002.873411 + Penalty 2551.916317 = -202450.957094
  nChanged 3
		SP:Iteration 28Q (93045.970000 sec): 3 clusters
  Score: Raw -205003.648415 + Penalty 2551.916317 = -202451.732097
  nChanged 2
		SP:Iteration 29Q (93046.020000 sec): 3 clusters
  Score: Raw -205004.552478 + Penalty 2551.916317 = -202452.636160
  nChanged 2
		SP:Iteration 30Q (93046.070000 sec): 3 clusters
  Score: Raw -205005.885253 + Penalty 2551.916317 = -202453.968936
  nChanged 2
		SP:Iteration 31Q (93046.110000 sec): 3 clusters
  Score: Raw -205006.337899 + Penalty 2551.916317 = -202454.421581
  nChanged 1
		SP:Iteration 32Q (93046.160000 sec): 3 clusters
  Score: Raw -205006.623648 + Penalty 2551.916317 = -202454.707330
  nChanged 0
		SP:Iteration 33F (93046.210000 sec): 3 clusters
  Score: Raw -205006.623648 + Penalty 2551.916317 = -202454.707330
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 51 (3478 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (93046.280000 sec): 2 clusters
  Score: Raw -282615.405060 + Penalty 1325.059563 = -281290.345497
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (93046.350000 sec): 3 clusters
  Score: Raw -280984.889669 + Penalty 2650.119126 = -278334.770543
  nChanged 1334
		SP:Iteration 1F (93046.420000 sec): 3 clusters
  Score: Raw -281853.828548 + Penalty 2650.119126 = -279203.709422
  nChanged 324
		SP:Iteration 2F (93046.480000 sec): 3 clusters
  Score: Raw -282097.045003 + Penalty 2650.119126 = -279446.925877
  nChanged 219
		SP:Iteration 3F (93046.550000 sec): 3 clusters
  Score: Raw -282258.849586 + Penalty 2650.119126 = -279608.730460
  nChanged 175
		SP:Iteration 4F (93046.610000 sec): 3 clusters
  Score: Raw -282379.179761 + Penalty 2650.119126 = -279729.060635
  nChanged 125
		SP:Iteration 5Q (93046.680000 sec): 3 clusters
  Score: Raw -282460.323567 + Penalty 2650.119126 = -279810.204441
  nChanged 115
		SP:Iteration 6Q (93046.740000 sec): 3 clusters
  Score: Raw -282522.669995 + Penalty 2650.119126 = -279872.550869
  nChanged 101
		SP:Iteration 7Q (93046.810000 sec): 3 clusters
  Score: Raw -282584.066054 + Penalty 2650.119126 = -279933.946928
  nChanged 95
		SP:Iteration 8Q (93046.880000 sec): 3 clusters
  Score: Raw -282641.358666 + Penalty 2650.119126 = -279991.239540
  nChanged 84
		SP:Iteration 9Q (93046.940000 sec): 3 clusters
  Score: Raw -282681.931118 + Penalty 2650.119126 = -280031.811992
  nChanged 59
		SP:Iteration 10Q (93047.010000 sec): 3 clusters
  Score: Raw -282711.229029 + Penalty 2650.119126 = -280061.109903
  nChanged 44
		SP:Iteration 11Q (93047.080000 sec): 3 clusters
  Score: Raw -282726.774759 + Penalty 2650.119126 = -280076.655633
  nChanged 26
		SP:Iteration 12Q (93047.140000 sec): 3 clusters
  Score: Raw -282734.551225 + Penalty 2650.119126 = -280084.432099
  nChanged 24
		SP:Iteration 13Q (93047.210000 sec): 3 clusters
  Score: Raw -282742.154207 + Penalty 2650.119126 = -280092.035081
  nChanged 21
		SP:Iteration 14Q (93047.270000 sec): 3 clusters
  Score: Raw -282749.667882 + Penalty 2650.119126 = -280099.548756
  nChanged 19
		SP:Iteration 15Q (93047.340000 sec): 3 clusters
  Score: Raw -282758.499833 + Penalty 2650.119126 = -280108.380707
  nChanged 26
		SP:Iteration 16Q (93047.400000 sec): 3 clusters
  Score: Raw -282765.909218 + Penalty 2650.119126 = -280115.790092
  nChanged 21
		SP:Iteration 17Q (93047.470000 sec): 3 clusters
  Score: Raw -282772.262652 + Penalty 2650.119126 = -280122.143526
  nChanged 21
		SP:Iteration 18Q (93047.540000 sec): 3 clusters
  Score: Raw -282777.842132 + Penalty 2650.119126 = -280127.723006
  nChanged 13
		SP:Iteration 19Q (93047.600000 sec): 3 clusters
  Score: Raw -282782.151112 + Penalty 2650.119126 = -280132.031986
  nChanged 12
		SP:Iteration 20F (93047.660000 sec): 3 clusters
  Score: Raw -282787.015385 + Penalty 2650.119126 = -280136.896259
  nChanged 22
		SP:Iteration 21Q (93047.730000 sec): 3 clusters
  Score: Raw -282798.163101 + Penalty 2650.119126 = -280148.043975
  nChanged 29
		SP:Iteration 22Q (93047.790000 sec): 3 clusters
  Score: Raw -282810.760495 + Penalty 2650.119126 = -280160.641369
  nChanged 22
		SP:Iteration 23Q (93047.860000 sec): 3 clusters
  Score: Raw -282820.696707 + Penalty 2650.119126 = -280170.577581
  nChanged 15
		SP:Iteration 24Q (93047.920000 sec): 3 clusters
  Score: Raw -282827.161291 + Penalty 2650.119126 = -280177.042165
  nChanged 16
		SP:Iteration 25Q (93047.990000 sec): 3 clusters
  Score: Raw -282834.781067 + Penalty 2650.119126 = -280184.661941
  nChanged 11
		SP:Iteration 26Q (93048.060000 sec): 3 clusters
  Score: Raw -282839.247181 + Penalty 2650.119126 = -280189.128055
  nChanged 13
		SP:Iteration 27Q (93048.120000 sec): 3 clusters
  Score: Raw -282845.012879 + Penalty 2650.119126 = -280194.893753
  nChanged 17
		SP:Iteration 28Q (93048.190000 sec): 3 clusters
  Score: Raw -282854.188979 + Penalty 2650.119126 = -280204.069854
  nChanged 22
		SP:Iteration 29Q (93048.250000 sec): 3 clusters
  Score: Raw -282863.662674 + Penalty 2650.119126 = -280213.543548
  nChanged 18
		SP:Iteration 30Q (93048.320000 sec): 3 clusters
  Score: Raw -282867.757617 + Penalty 2650.119126 = -280217.638491
  nChanged 15
		SP:Iteration 31Q (93048.380000 sec): 3 clusters
  Score: Raw -282872.778149 + Penalty 2650.119126 = -280222.659023
  nChanged 27
		SP:Iteration 32Q (93048.450000 sec): 3 clusters
  Score: Raw -282885.005666 + Penalty 2650.119126 = -280234.886540
  nChanged 21
		SP:Iteration 33Q (93048.520000 sec): 3 clusters
  Score: Raw -282894.054067 + Penalty 2650.119126 = -280243.934941
  nChanged 24
		SP:Iteration 34Q (93048.580000 sec): 3 clusters
  Score: Raw -282904.793638 + Penalty 2650.119126 = -280254.674512
  nChanged 19
		SP:Iteration 35Q (93048.640000 sec): 3 clusters
  Score: Raw -282913.181628 + Penalty 2650.119126 = -280263.062503
  nChanged 18
		SP:Iteration 36Q (93048.710000 sec): 3 clusters
  Score: Raw -282920.328023 + Penalty 2650.119126 = -280270.208897
  nChanged 16
		SP:Iteration 37Q (93048.780000 sec): 3 clusters
  Score: Raw -282925.454769 + Penalty 2650.119126 = -280275.335643
  nChanged 12
		SP:Iteration 38Q (93048.840000 sec): 3 clusters
  Score: Raw -282928.101895 + Penalty 2650.119126 = -280277.982769
  nChanged 9
		SP:Iteration 39Q (93048.910000 sec): 3 clusters
  Score: Raw -282930.953369 + Penalty 2650.119126 = -280280.834243
  nChanged 10
		SP:Iteration 40F (93048.970000 sec): 3 clusters
  Score: Raw -282935.676165 + Penalty 2650.119126 = -280285.557040
  nChanged 12
		SP:Iteration 41Q (93049.040000 sec): 3 clusters
  Score: Raw -282939.024414 + Penalty 2650.119126 = -280288.905288
  nChanged 13
		SP:Iteration 42Q (93049.100000 sec): 3 clusters
  Score: Raw -282943.239222 + Penalty 2650.119126 = -280293.120097
  nChanged 13
		SP:Iteration 43Q (93049.170000 sec): 3 clusters
  Score: Raw -282947.550241 + Penalty 2650.119126 = -280297.431115
  nChanged 12
		SP:Iteration 44Q (93049.240000 sec): 3 clusters
  Score: Raw -282950.543269 + Penalty 2650.119126 = -280300.424143
  nChanged 6
		SP:Iteration 45Q (93049.300000 sec): 3 clusters
  Score: Raw -282951.996978 + Penalty 2650.119126 = -280301.877853
  nChanged 5
		SP:Iteration 46Q (93049.360000 sec): 3 clusters
  Score: Raw -282952.785060 + Penalty 2650.119126 = -280302.665935
  nChanged 1
		SP:Iteration 47Q (93049.430000 sec): 3 clusters
  Score: Raw -282953.038386 + Penalty 2650.119126 = -280302.919260
  nChanged 3
		SP:Iteration 48Q (93049.500000 sec): 3 clusters
  Score: Raw -282954.126725 + Penalty 2650.119126 = -280304.007599
  nChanged 5
		SP:Iteration 49Q (93049.560000 sec): 3 clusters
  Score: Raw -282956.354537 + Penalty 2650.119126 = -280306.235411
  nChanged 4
		SP:Iteration 50Q (93049.630000 sec): 3 clusters
  Score: Raw -282957.342299 + Penalty 2650.119126 = -280307.223173
  nChanged 6
		SP:Iteration 51Q (93049.690000 sec): 3 clusters
  Score: Raw -282959.306034 + Penalty 2650.119126 = -280309.186908
  nChanged 7
		SP:Iteration 52Q (93049.760000 sec): 3 clusters
  Score: Raw -282960.983377 + Penalty 2650.119126 = -280310.864251
  nChanged 5
		SP:Iteration 53Q (93049.820000 sec): 3 clusters
  Score: Raw -282962.573845 + Penalty 2650.119126 = -280312.454719
  nChanged 4
		SP:Iteration 54Q (93049.890000 sec): 3 clusters
  Score: Raw -282964.042769 + Penalty 2650.119126 = -280313.923644
  nChanged 4
		SP:Iteration 55Q (93049.950000 sec): 3 clusters
  Score: Raw -282964.959876 + Penalty 2650.119126 = -280314.840751
  nChanged 6
		SP:Iteration 56Q (93050.020000 sec): 3 clusters
  Score: Raw -282966.601756 + Penalty 2650.119126 = -280316.482630
  nChanged 6
		SP:Iteration 57Q (93050.080000 sec): 3 clusters
  Score: Raw -282968.393839 + Penalty 2650.119126 = -280318.274713
  nChanged 6
		SP:Iteration 58Q (93050.150000 sec): 3 clusters
  Score: Raw -282970.155898 + Penalty 2650.119126 = -280320.036772
  nChanged 4
		SP:Iteration 59Q (93050.210000 sec): 3 clusters
  Score: Raw -282971.588228 + Penalty 2650.119126 = -280321.469102
  nChanged 6
		SP:Iteration 60F (93050.280000 sec): 3 clusters
  Score: Raw -282973.638170 + Penalty 2650.119126 = -280323.519044
  nChanged 5
		SP:Iteration 61Q (93050.340000 sec): 3 clusters
  Score: Raw -282976.007428 + Penalty 2650.119126 = -280325.888303
  nChanged 12
		SP:Iteration 62Q (93050.410000 sec): 3 clusters
  Score: Raw -282981.467958 + Penalty 2650.119126 = -280331.348832
  nChanged 11
		SP:Iteration 63Q (93050.470000 sec): 3 clusters
  Score: Raw -282985.073434 + Penalty 2650.119126 = -280334.954308
  nChanged 15
		SP:Iteration 64Q (93050.540000 sec): 3 clusters
  Score: Raw -282990.375797 + Penalty 2650.119126 = -280340.256672
  nChanged 15
		SP:Iteration 65Q (93050.600000 sec): 3 clusters
  Score: Raw -282994.055281 + Penalty 2650.119126 = -280343.936155
  nChanged 10
		SP:Iteration 66Q (93050.670000 sec): 3 clusters
  Score: Raw -282996.213566 + Penalty 2650.119126 = -280346.094440
  nChanged 6
		SP:Iteration 67Q (93050.730000 sec): 3 clusters
  Score: Raw -282997.625119 + Penalty 2650.119126 = -280347.505994
  nChanged 5
		SP:Iteration 68Q (93050.800000 sec): 3 clusters
  Score: Raw -282998.819714 + Penalty 2650.119126 = -280348.700588
  nChanged 6
		SP:Iteration 69Q (93050.860000 sec): 3 clusters
  Score: Raw -283000.396594 + Penalty 2650.119126 = -280350.277468
  nChanged 4
		SP:Iteration 70Q (93050.930000 sec): 3 clusters
  Score: Raw -283001.289524 + Penalty 2650.119126 = -280351.170399
  nChanged 5
		SP:Iteration 71Q (93050.990000 sec): 3 clusters
  Score: Raw -283003.492052 + Penalty 2650.119126 = -280353.372927
  nChanged 4
		SP:Iteration 72Q (93051.060000 sec): 3 clusters
  Score: Raw -283004.873612 + Penalty 2650.119126 = -280354.754486
  nChanged 4
		SP:Iteration 73Q (93051.120000 sec): 3 clusters
  Score: Raw -283006.133811 + Penalty 2650.119126 = -280356.014685
  nChanged 9
		SP:Iteration 74Q (93051.180000 sec): 3 clusters
  Score: Raw -283008.617094 + Penalty 2650.119126 = -280358.497968
  nChanged 9
		SP:Iteration 75Q (93051.250000 sec): 3 clusters
  Score: Raw -283012.272798 + Penalty 2650.119126 = -280362.153672
  nChanged 7
		SP:Iteration 76Q (93051.320000 sec): 3 clusters
  Score: Raw -283015.268185 + Penalty 2650.119126 = -280365.149059
  nChanged 11
		SP:Iteration 77Q (93051.380000 sec): 3 clusters
  Score: Raw -283018.582445 + Penalty 2650.119126 = -280368.463320
  nChanged 14
		SP:Iteration 78Q (93051.440000 sec): 3 clusters
  Score: Raw -283023.400380 + Penalty 2650.119126 = -280373.281254
  nChanged 11
		SP:Iteration 79Q (93051.510000 sec): 3 clusters
  Score: Raw -283026.674340 + Penalty 2650.119126 = -280376.555214
  nChanged 13
		SP:Iteration 80F (93051.570000 sec): 3 clusters
  Score: Raw -283029.872884 + Penalty 2650.119126 = -280379.753758
  nChanged 11
		SP:Iteration 81Q (93051.640000 sec): 3 clusters
  Score: Raw -283034.893896 + Penalty 2650.119126 = -280384.774771
  nChanged 15
		SP:Iteration 82Q (93051.700000 sec): 3 clusters
  Score: Raw -283039.986991 + Penalty 2650.119126 = -280389.867865
  nChanged 15
		SP:Iteration 83Q (93051.760000 sec): 3 clusters
  Score: Raw -283045.921722 + Penalty 2650.119126 = -280395.802596
  nChanged 14
		SP:Iteration 84Q (93051.830000 sec): 3 clusters
  Score: Raw -283050.807535 + Penalty 2650.119126 = -280400.688409
  nChanged 15
		SP:Iteration 85Q (93051.890000 sec): 3 clusters
  Score: Raw -283054.425131 + Penalty 2650.119126 = -280404.306005
  nChanged 9
		SP:Iteration 86Q (93051.960000 sec): 3 clusters
  Score: Raw -283057.021515 + Penalty 2650.119126 = -280406.902389
  nChanged 13
		SP:Iteration 87Q (93052.020000 sec): 3 clusters
  Score: Raw -283061.287822 + Penalty 2650.119126 = -280411.168696
  nChanged 8
		SP:Iteration 88Q (93052.080000 sec): 3 clusters
  Score: Raw -283063.942569 + Penalty 2650.119126 = -280413.823443
  nChanged 5
		SP:Iteration 89Q (93052.140000 sec): 3 clusters
  Score: Raw -283065.575606 + Penalty 2650.119126 = -280415.456480
  nChanged 10
		SP:Iteration 90Q (93052.210000 sec): 3 clusters
  Score: Raw -283068.278755 + Penalty 2650.119126 = -280418.159629
  nChanged 8
		SP:Iteration 91Q (93052.270000 sec): 3 clusters
  Score: Raw -283070.632594 + Penalty 2650.119126 = -280420.513468
  nChanged 5
		SP:Iteration 92Q (93052.340000 sec): 3 clusters
  Score: Raw -283071.688789 + Penalty 2650.119126 = -280421.569663
  nChanged 3
		SP:Iteration 93Q (93052.400000 sec): 3 clusters
  Score: Raw -283072.356750 + Penalty 2650.119126 = -280422.237624
  nChanged 4
		SP:Iteration 94Q (93052.460000 sec): 3 clusters
  Score: Raw -283073.898980 + Penalty 2650.119126 = -280423.779854
  nChanged 3
		SP:Iteration 95Q (93052.530000 sec): 3 clusters
  Score: Raw -283074.644043 + Penalty 2650.119126 = -280424.524917
  nChanged 1
		SP:Iteration 96Q (93052.590000 sec): 3 clusters
  Score: Raw -283074.930835 + Penalty 2650.119126 = -280424.811709
  nChanged 1
		SP:Iteration 97Q (93052.660000 sec): 3 clusters
  Score: Raw -283075.149927 + Penalty 2650.119126 = -280425.030801
  nChanged 1
		SP:Iteration 98Q (93052.720000 sec): 3 clusters
  Score: Raw -283075.287734 + Penalty 2650.119126 = -280425.168609
  nChanged 1
		SP:Iteration 99Q (93052.780000 sec): 3 clusters
  Score: Raw -283075.474535 + Penalty 2650.119126 = -280425.355409
  nChanged 1
		SP:Iteration 100F (93052.850000 sec): 3 clusters
  Score: Raw -283075.571943 + Penalty 2650.119126 = -280425.452817
  nChanged 1
		SP:Iteration 101Q (93052.910000 sec): 3 clusters
  Score: Raw -283075.788021 + Penalty 2650.119126 = -280425.668895
  nChanged 0
		SP:Iteration 102F (93052.980000 sec): 3 clusters
  Score: Raw -283075.788021 + Penalty 2650.119126 = -280425.668895
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 52 (6119 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (93053.070000 sec): 2 clusters
  Score: Raw -570157.443263 + Penalty 1416.862519 = -568740.580744
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (93053.190000 sec): 3 clusters
  Score: Raw -566859.852917 + Penalty 2833.725038 = -564026.127879
  nChanged 2502
		SP:Iteration 1F (93053.290000 sec): 3 clusters
  Score: Raw -568316.656645 + Penalty 2833.725038 = -565482.931606
  nChanged 460
		SP:Iteration 2F (93053.390000 sec): 3 clusters
  Score: Raw -568594.207870 + Penalty 2833.725038 = -565760.482832
  nChanged 395
		SP:Iteration 3F (93053.500000 sec): 3 clusters
  Score: Raw -568869.506274 + Penalty 2833.725038 = -566035.781235
  nChanged 377
		SP:Iteration 4F (93053.600000 sec): 3 clusters
  Score: Raw -569129.643529 + Penalty 2833.725038 = -566295.918491
  nChanged 303
		SP:Iteration 5Q (93053.710000 sec): 3 clusters
  Score: Raw -569342.623434 + Penalty 2833.725038 = -566508.898396
  nChanged 272
		SP:Iteration 6Q (93053.810000 sec): 3 clusters
  Score: Raw -569558.607166 + Penalty 2833.725038 = -566724.882128
  nChanged 236
		SP:Iteration 7Q (93053.920000 sec): 3 clusters
  Score: Raw -569772.286754 + Penalty 2833.725038 = -566938.561716
  nChanged 218
		SP:Iteration 8Q (93054.020000 sec): 3 clusters
  Score: Raw -569984.424072 + Penalty 2833.725038 = -567150.699034
  nChanged 183
		SP:Iteration 9Q (93054.130000 sec): 3 clusters
  Score: Raw -570169.273103 + Penalty 2833.725038 = -567335.548064
  nChanged 150
		SP:Iteration 10Q (93054.230000 sec): 3 clusters
  Score: Raw -570325.631311 + Penalty 2833.725038 = -567491.906273
  nChanged 123
		SP:Iteration 11Q (93054.330000 sec): 3 clusters
  Score: Raw -570443.396088 + Penalty 2833.725038 = -567609.671050
  nChanged 103
		SP:Iteration 12Q (93054.430000 sec): 3 clusters
  Score: Raw -570527.892322 + Penalty 2833.725038 = -567694.167284
  nChanged 86
		SP:Iteration 13Q (93054.530000 sec): 3 clusters
  Score: Raw -570600.133756 + Penalty 2833.725038 = -567766.408717
  nChanged 84
		SP:Iteration 14Q (93054.630000 sec): 3 clusters
  Score: Raw -570662.384991 + Penalty 2833.725038 = -567828.659953
  nChanged 78
		SP:Iteration 15Q (93054.730000 sec): 3 clusters
  Score: Raw -570707.260605 + Penalty 2833.725038 = -567873.535567
  nChanged 50
		SP:Iteration 16Q (93054.830000 sec): 3 clusters
  Score: Raw -570730.996891 + Penalty 2833.725038 = -567897.271853
  nChanged 33
		SP:Iteration 17Q (93054.930000 sec): 3 clusters
  Score: Raw -570743.195256 + Penalty 2833.725038 = -567909.470218
  nChanged 17
		SP:Iteration 18Q (93055.020000 sec): 3 clusters
  Score: Raw -570749.445117 + Penalty 2833.725038 = -567915.720079
  nChanged 11
		SP:Iteration 19Q (93055.120000 sec): 3 clusters
  Score: Raw -570752.392048 + Penalty 2833.725038 = -567918.667010
  nChanged 8
		SP:Iteration 20F (93055.230000 sec): 3 clusters
  Score: Raw -570753.925057 + Penalty 2833.725038 = -567920.200019
  nChanged 10
		SP:Iteration 21Q (93055.320000 sec): 3 clusters
  Score: Raw -570756.892714 + Penalty 2833.725038 = -567923.167676
  nChanged 5
		SP:Iteration 22Q (93055.420000 sec): 3 clusters
  Score: Raw -570758.129584 + Penalty 2833.725038 = -567924.404546
  nChanged 6
		SP:Iteration 23Q (93055.520000 sec): 3 clusters
  Score: Raw -570759.717986 + Penalty 2833.725038 = -567925.992948
  nChanged 6
		SP:Iteration 24Q (93055.620000 sec): 3 clusters
  Score: Raw -570761.225742 + Penalty 2833.725038 = -567927.500704
  nChanged 7
		SP:Iteration 25Q (93055.720000 sec): 3 clusters
  Score: Raw -570763.021008 + Penalty 2833.725038 = -567929.295970
  nChanged 9
		SP:Iteration 26Q (93055.810000 sec): 3 clusters
  Score: Raw -570765.629870 + Penalty 2833.725038 = -567931.904832
  nChanged 7
		SP:Iteration 27Q (93055.910000 sec): 3 clusters
  Score: Raw -570767.520333 + Penalty 2833.725038 = -567933.795295
  nChanged 4
		SP:Iteration 28Q (93056.010000 sec): 3 clusters
  Score: Raw -570768.872997 + Penalty 2833.725038 = -567935.147959
  nChanged 4
		SP:Iteration 29Q (93056.110000 sec): 3 clusters
  Score: Raw -570769.685343 + Penalty 2833.725038 = -567935.960305
  nChanged 1
		SP:Iteration 30Q (93056.210000 sec): 3 clusters
  Score: Raw -570770.119246 + Penalty 2833.725038 = -567936.394207
  nChanged 3
		SP:Iteration 31Q (93056.300000 sec): 3 clusters
  Score: Raw -570770.871379 + Penalty 2833.725038 = -567937.146340
  nChanged 6
		SP:Iteration 32Q (93056.400000 sec): 3 clusters
  Score: Raw -570772.000835 + Penalty 2833.725038 = -567938.275797
  nChanged 1
		SP:Iteration 33Q (93056.500000 sec): 3 clusters
  Score: Raw -570772.246256 + Penalty 2833.725038 = -567938.521218
  nChanged 1
		SP:Iteration 34Q (93056.590000 sec): 3 clusters
  Score: Raw -570772.377588 + Penalty 2833.725038 = -567938.652550
  nChanged 2
		SP:Iteration 35Q (93056.690000 sec): 3 clusters
  Score: Raw -570772.806317 + Penalty 2833.725038 = -567939.081279
  nChanged 1
		SP:Iteration 36Q (93056.790000 sec): 3 clusters
  Score: Raw -570773.051318 + Penalty 2833.725038 = -567939.326280
  nChanged 1
		SP:Iteration 37Q (93056.880000 sec): 3 clusters
  Score: Raw -570773.312672 + Penalty 2833.725038 = -567939.587634
  nChanged 3
		SP:Iteration 38Q (93056.980000 sec): 3 clusters
  Score: Raw -570773.901785 + Penalty 2833.725038 = -567940.176747
  nChanged 4
		SP:Iteration 39Q (93057.080000 sec): 3 clusters
  Score: Raw -570775.385539 + Penalty 2833.725038 = -567941.660500
  nChanged 6
		SP:Iteration 40F (93057.180000 sec): 3 clusters
  Score: Raw -570777.413206 + Penalty 2833.725038 = -567943.688168
  nChanged 4
		SP:Iteration 41Q (93057.280000 sec): 3 clusters
  Score: Raw -570778.384773 + Penalty 2833.725038 = -567944.659735
  nChanged 2
		SP:Iteration 42Q (93057.380000 sec): 3 clusters
  Score: Raw -570778.907300 + Penalty 2833.725038 = -567945.182261
  nChanged 2
		SP:Iteration 43Q (93057.480000 sec): 3 clusters
  Score: Raw -570779.519518 + Penalty 2833.725038 = -567945.794479
  nChanged 2
		SP:Iteration 44Q (93057.580000 sec): 3 clusters
  Score: Raw -570779.880400 + Penalty 2833.725038 = -567946.155362
  nChanged 2
		SP:Iteration 45Q (93057.670000 sec): 3 clusters
  Score: Raw -570780.071380 + Penalty 2833.725038 = -567946.346342
  nChanged 1
		SP:Iteration 46Q (93057.770000 sec): 3 clusters
  Score: Raw -570780.397422 + Penalty 2833.725038 = -567946.672384
  nChanged 0
		SP:Iteration 47F (93057.880000 sec): 3 clusters
  Score: Raw -570780.397422 + Penalty 2833.725038 = -567946.672384
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 53 (10308 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (93058.010000 sec): 2 clusters
  Score: Raw -1023577.441661 + Penalty 1501.609780 = -1022075.831880
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (93058.150000 sec): 3 clusters
  Score: Raw -1017744.562494 + Penalty 3003.219561 = -1014741.342933
  nChanged 4429
		SP:Iteration 1F (93058.320000 sec): 3 clusters
  Score: Raw -1020110.773568 + Penalty 3003.219561 = -1017107.554007
  nChanged 541
		SP:Iteration 2F (93058.470000 sec): 3 clusters
  Score: Raw -1020300.811379 + Penalty 3003.219561 = -1017297.591818
  nChanged 455
		SP:Iteration 3Q (93058.640000 sec): 3 clusters
  Score: Raw -1020445.636961 + Penalty 3003.219561 = -1017442.417400
  nChanged 341
		SP:Iteration 4Q (93058.830000 sec): 3 clusters
  Score: Raw -1020552.240924 + Penalty 3003.219561 = -1017549.021363
  nChanged 288
		SP:Iteration 5Q (93058.980000 sec): 3 clusters
  Score: Raw -1020649.234966 + Penalty 3003.219561 = -1017646.015405
  nChanged 300
		SP:Iteration 6Q (93059.160000 sec): 3 clusters
  Score: Raw -1020754.823148 + Penalty 3003.219561 = -1017751.603587
  nChanged 315
		SP:Iteration 7Q (93059.320000 sec): 3 clusters
  Score: Raw -1020862.102401 + Penalty 3003.219561 = -1017858.882840
  nChanged 305
		SP:Iteration 8Q (93059.490000 sec): 3 clusters
  Score: Raw -1020978.651243 + Penalty 3003.219561 = -1017975.431682
  nChanged 319
		SP:Iteration 9Q (93059.650000 sec): 3 clusters
  Score: Raw -1021116.141343 + Penalty 3003.219561 = -1018112.921783
  nChanged 377
		SP:Iteration 10Q (93059.810000 sec): 3 clusters
  Score: Raw -1021309.210477 + Penalty 3003.219561 = -1018305.990916
  nChanged 436
		SP:Iteration 11Q (93059.990000 sec): 3 clusters
  Score: Raw -1021575.380697 + Penalty 3003.219561 = -1018572.161136
  nChanged 517
		SP:Iteration 12F (93060.140000 sec): 3 clusters
  Score: Raw -1021939.586216 + Penalty 3003.219561 = -1018936.366656
  nChanged 510
		SP:Iteration 13Q (93060.300000 sec): 3 clusters
  Score: Raw -1022329.420369 + Penalty 3003.219561 = -1019326.200808
  nChanged 479
		SP:Iteration 14Q (93060.460000 sec): 3 clusters
  Score: Raw -1022709.694109 + Penalty 3003.219561 = -1019706.474548
  nChanged 412
		SP:Iteration 15Q (93060.600000 sec): 3 clusters
  Score: Raw -1023067.605097 + Penalty 3003.219561 = -1020064.385536
  nChanged 264
		SP:Iteration 16Q (93060.750000 sec): 3 clusters
  Score: Raw -1023299.142350 + Penalty 3003.219561 = -1020295.922789
  nChanged 169
		SP:Iteration 17Q (93060.920000 sec): 3 clusters
  Score: Raw -1023444.884628 + Penalty 3003.219561 = -1020441.665068
  nChanged 113
		SP:Iteration 18Q (93061.060000 sec): 3 clusters
  Score: Raw -1023549.967492 + Penalty 3003.219561 = -1020546.747932
  nChanged 75
		SP:Iteration 19Q (93061.200000 sec): 3 clusters
  Score: Raw -1023624.134557 + Penalty 3003.219561 = -1020620.914996
  nChanged 49
		SP:Iteration 20F (93061.380000 sec): 3 clusters
  Score: Raw -1023674.111958 + Penalty 3003.219561 = -1020670.892397
  nChanged 22
		SP:Iteration 21Q (93061.520000 sec): 3 clusters
  Score: Raw -1023693.583184 + Penalty 3003.219561 = -1020690.363623
  nChanged 15
		SP:Iteration 22Q (93061.660000 sec): 3 clusters
  Score: Raw -1023705.974359 + Penalty 3003.219561 = -1020702.754798
  nChanged 11
		SP:Iteration 23Q (93061.830000 sec): 3 clusters
  Score: Raw -1023717.849423 + Penalty 3003.219561 = -1020714.629862
  nChanged 8
		SP:Iteration 24Q (93061.980000 sec): 3 clusters
  Score: Raw -1023727.349926 + Penalty 3003.219561 = -1020724.130365
  nChanged 5
		SP:Iteration 25Q (93062.110000 sec): 3 clusters
  Score: Raw -1023734.109303 + Penalty 3003.219561 = -1020730.889742
  nChanged 6
		SP:Iteration 26Q (93062.250000 sec): 3 clusters
  Score: Raw -1023742.972862 + Penalty 3003.219561 = -1020739.753301
  nChanged 5
		SP:Iteration 27Q (93062.420000 sec): 3 clusters
  Score: Raw -1023748.061702 + Penalty 3003.219561 = -1020744.842141
  nChanged 2
		SP:Iteration 28Q (93062.570000 sec): 3 clusters
  Score: Raw -1023748.705603 + Penalty 3003.219561 = -1020745.486043
  nChanged 1
		SP:Iteration 29Q (93062.690000 sec): 3 clusters
  Score: Raw -1023750.666195 + Penalty 3003.219561 = -1020747.446634
  nChanged 4
		SP:Iteration 30Q (93062.840000 sec): 3 clusters
  Score: Raw -1023755.101359 + Penalty 3003.219561 = -1020751.881798
  nChanged 0
		SP:Iteration 31F (93063.020000 sec): 3 clusters
  Score: Raw -1023755.101359 + Penalty 3003.219561 = -1020751.881798
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 54 (13729 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (93063.180000 sec): 2 clusters
  Score: Raw -1186430.944328 + Penalty 1548.180670 = -1184882.763657
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (93063.410000 sec): 3 clusters
  Score: Raw -1178313.537145 + Penalty 3096.361340 = -1175217.175804
  nChanged 6122
		SP:Iteration 1F (93063.590000 sec): 3 clusters
  Score: Raw -1181706.969717 + Penalty 3096.361340 = -1178610.608376
  nChanged 833
		SP:Iteration 2F (93063.810000 sec): 3 clusters
  Score: Raw -1182101.649896 + Penalty 3096.361340 = -1179005.288556
  nChanged 764
		SP:Iteration 3F (93064.000000 sec): 3 clusters
  Score: Raw -1182462.470060 + Penalty 3096.361340 = -1179366.108720
  nChanged 717
		SP:Iteration 4F (93064.200000 sec): 3 clusters
  Score: Raw -1182800.075490 + Penalty 3096.361340 = -1179703.714150
  nChanged 687
		SP:Iteration 5F (93064.390000 sec): 3 clusters
  Score: Raw -1183129.004035 + Penalty 3096.361340 = -1180032.642694
  nChanged 715
		SP:Iteration 6F (93064.600000 sec): 3 clusters
  Score: Raw -1183492.998754 + Penalty 3096.361340 = -1180396.637413
  nChanged 686
		SP:Iteration 7Q (93064.800000 sec): 3 clusters
  Score: Raw -1183890.790058 + Penalty 3096.361340 = -1180794.428717
  nChanged 665
		SP:Iteration 8Q (93064.990000 sec): 3 clusters
  Score: Raw -1184293.232112 + Penalty 3096.361340 = -1181196.870771
  nChanged 643
		SP:Iteration 9Q (93065.220000 sec): 3 clusters
  Score: Raw -1184717.449575 + Penalty 3096.361340 = -1181621.088235
  nChanged 635
		SP:Iteration 10Q (93065.410000 sec): 3 clusters
  Score: Raw -1185141.688433 + Penalty 3096.361340 = -1182045.327093
  nChanged 539
		SP:Iteration 11Q (93065.630000 sec): 3 clusters
  Score: Raw -1185477.519390 + Penalty 3096.361340 = -1182381.158049
  nChanged 472
		SP:Iteration 12Q (93065.870000 sec): 3 clusters
  Score: Raw -1185769.551038 + Penalty 3096.361340 = -1182673.189698
  nChanged 388
		SP:Iteration 13Q (93066.060000 sec): 3 clusters
  Score: Raw -1185983.824774 + Penalty 3096.361340 = -1182887.463434
  nChanged 340
		SP:Iteration 14Q (93066.280000 sec): 3 clusters
  Score: Raw -1186132.860562 + Penalty 3096.361340 = -1183036.499222
  nChanged 246
		SP:Iteration 15Q (93066.510000 sec): 3 clusters
  Score: Raw -1186226.313725 + Penalty 3096.361340 = -1183129.952385
  nChanged 178
		SP:Iteration 16Q (93066.690000 sec): 3 clusters
  Score: Raw -1186291.147849 + Penalty 3096.361340 = -1183194.786508
  nChanged 138
		SP:Iteration 17Q (93066.920000 sec): 3 clusters
  Score: Raw -1186346.528545 + Penalty 3096.361340 = -1183250.167205
  nChanged 144
		SP:Iteration 18Q (93067.100000 sec): 3 clusters
  Score: Raw -1186412.169320 + Penalty 3096.361340 = -1183315.807980
  nChanged 142
		SP:Iteration 19Q (93067.290000 sec): 3 clusters
  Score: Raw -1186473.764914 + Penalty 3096.361340 = -1183377.403574
  nChanged 123
		SP:Iteration 20F (93067.480000 sec): 3 clusters
  Score: Raw -1186529.674809 + Penalty 3096.361340 = -1183433.313469
  nChanged 128
		SP:Iteration 21Q (93067.670000 sec): 3 clusters
  Score: Raw -1186590.737928 + Penalty 3096.361340 = -1183494.376587
  nChanged 130
		SP:Iteration 22Q (93067.880000 sec): 3 clusters
  Score: Raw -1186659.467294 + Penalty 3096.361340 = -1183563.105954
  nChanged 134
		SP:Iteration 23Q (93068.110000 sec): 3 clusters
  Score: Raw -1186732.328657 + Penalty 3096.361340 = -1183635.967317
  nChanged 115
		SP:Iteration 24Q (93068.280000 sec): 3 clusters
  Score: Raw -1186800.817030 + Penalty 3096.361340 = -1183704.455689
  nChanged 110
		SP:Iteration 25Q (93068.460000 sec): 3 clusters
  Score: Raw -1186867.244576 + Penalty 3096.361340 = -1183770.883236
  nChanged 93
		SP:Iteration 26Q (93068.640000 sec): 3 clusters
  Score: Raw -1186910.248732 + Penalty 3096.361340 = -1183813.887391
  nChanged 75
		SP:Iteration 27Q (93068.850000 sec): 3 clusters
  Score: Raw -1186942.163864 + Penalty 3096.361340 = -1183845.802524
  nChanged 75
		SP:Iteration 28Q (93069.060000 sec): 3 clusters
  Score: Raw -1186978.993795 + Penalty 3096.361340 = -1183882.632454
  nChanged 59
		SP:Iteration 29Q (93069.240000 sec): 3 clusters
  Score: Raw -1187001.815386 + Penalty 3096.361340 = -1183905.454046
  nChanged 54
		SP:Iteration 30Q (93069.420000 sec): 3 clusters
  Score: Raw -1187018.985418 + Penalty 3096.361340 = -1183922.624077
  nChanged 42
		SP:Iteration 31Q (93069.600000 sec): 3 clusters
  Score: Raw -1187032.000264 + Penalty 3096.361340 = -1183935.638923
  nChanged 39
		SP:Iteration 32Q (93069.800000 sec): 3 clusters
  Score: Raw -1187044.325722 + Penalty 3096.361340 = -1183947.964382
  nChanged 29
		SP:Iteration 33Q (93070.020000 sec): 3 clusters
  Score: Raw -1187052.826973 + Penalty 3096.361340 = -1183956.465632
  nChanged 21
		SP:Iteration 34Q (93070.240000 sec): 3 clusters
  Score: Raw -1187057.654814 + Penalty 3096.361340 = -1183961.293473
  nChanged 16
		SP:Iteration 35Q (93070.400000 sec): 3 clusters
  Score: Raw -1187061.987263 + Penalty 3096.361340 = -1183965.625923
  nChanged 19
		SP:Iteration 36Q (93070.590000 sec): 3 clusters
  Score: Raw -1187066.811075 + Penalty 3096.361340 = -1183970.449734
  nChanged 18
		SP:Iteration 37Q (93070.760000 sec): 3 clusters
  Score: Raw -1187070.116204 + Penalty 3096.361340 = -1183973.754863
  nChanged 11
		SP:Iteration 38Q (93070.970000 sec): 3 clusters
  Score: Raw -1187072.414554 + Penalty 3096.361340 = -1183976.053213
  nChanged 5
		SP:Iteration 39Q (93071.170000 sec): 3 clusters
  Score: Raw -1187073.263322 + Penalty 3096.361340 = -1183976.901982
  nChanged 5
		SP:Iteration 40F (93071.360000 sec): 3 clusters
  Score: Raw -1187073.826874 + Penalty 3096.361340 = -1183977.465534
  nChanged 3
		SP:Iteration 41Q (93071.540000 sec): 3 clusters
  Score: Raw -1187074.641210 + Penalty 3096.361340 = -1183978.279870
  nChanged 5
		SP:Iteration 42Q (93071.750000 sec): 3 clusters
  Score: Raw -1187075.468527 + Penalty 3096.361340 = -1183979.107187
  nChanged 2
		SP:Iteration 43Q (93071.920000 sec): 3 clusters
  Score: Raw -1187075.618019 + Penalty 3096.361340 = -1183979.256679
  nChanged 1
		SP:Iteration 44Q (93072.100000 sec): 3 clusters
  Score: Raw -1187075.670525 + Penalty 3096.361340 = -1183979.309184
  nChanged 1
		SP:Iteration 45Q (93072.280000 sec): 3 clusters
  Score: Raw -1187075.767075 + Penalty 3096.361340 = -1183979.405734
  nChanged 0
		SP:Iteration 46F (93072.490000 sec): 3 clusters
  Score: Raw -1187075.767075 + Penalty 3096.361340 = -1183979.405734
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 55 (1511 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (93072.550000 sec): 2 clusters
  Score: Raw -120176.832768 + Penalty 1189.585631 = -118987.247137
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (93072.580000 sec): 3 clusters
  Score: Raw -119576.748501 + Penalty 2379.171263 = -117197.577238
  nChanged 514
		SP:Iteration 1F (93072.610000 sec): 3 clusters
  Score: Raw -120057.333148 + Penalty 2379.171263 = -117678.161885
  nChanged 149
		SP:Iteration 2F (93072.640000 sec): 3 clusters
  Score: Raw -120212.926656 + Penalty 2379.171263 = -117833.755394
  nChanged 93
		SP:Iteration 3F (93072.670000 sec): 3 clusters
  Score: Raw -120305.986650 + Penalty 2379.171263 = -117926.815387
  nChanged 66
		SP:Iteration 4Q (93072.700000 sec): 3 clusters
  Score: Raw -120379.175690 + Penalty 2379.171263 = -118000.004428
  nChanged 67
		SP:Iteration 5Q (93072.730000 sec): 3 clusters
  Score: Raw -120468.054197 + Penalty 2379.171263 = -118088.882934
  nChanged 44
		SP:Iteration 6Q (93072.760000 sec): 3 clusters
  Score: Raw -120519.828441 + Penalty 2379.171263 = -118140.657178
  nChanged 41
		SP:Iteration 7Q (93072.790000 sec): 3 clusters
  Score: Raw -120564.051859 + Penalty 2379.171263 = -118184.880596
  nChanged 28
		SP:Iteration 8Q (93072.820000 sec): 3 clusters
  Score: Raw -120600.218563 + Penalty 2379.171263 = -118221.047300
  nChanged 34
		SP:Iteration 9Q (93072.850000 sec): 3 clusters
  Score: Raw -120638.382864 + Penalty 2379.171263 = -118259.211602
  nChanged 40
		SP:Iteration 10Q (93072.880000 sec): 3 clusters
  Score: Raw -120677.329918 + Penalty 2379.171263 = -118298.158655
  nChanged 25
		SP:Iteration 11Q (93072.900000 sec): 3 clusters
  Score: Raw -120704.378201 + Penalty 2379.171263 = -118325.206938
  nChanged 15
		SP:Iteration 12Q (93072.930000 sec): 3 clusters
  Score: Raw -120715.976381 + Penalty 2379.171263 = -118336.805118
  nChanged 5
		SP:Iteration 13Q (93072.960000 sec): 3 clusters
  Score: Raw -120718.805667 + Penalty 2379.171263 = -118339.634404
  nChanged 3
		SP:Iteration 14Q (93072.990000 sec): 3 clusters
  Score: Raw -120720.454680 + Penalty 2379.171263 = -118341.283417
  nChanged 1
		SP:Iteration 15Q (93073.020000 sec): 3 clusters
  Score: Raw -120720.901076 + Penalty 2379.171263 = -118341.729813
  nChanged 1
		SP:Iteration 16Q (93073.050000 sec): 3 clusters
  Score: Raw -120722.223434 + Penalty 2379.171263 = -118343.052171
  nChanged 2
		SP:Iteration 17Q (93073.080000 sec): 3 clusters
  Score: Raw -120722.772735 + Penalty 2379.171263 = -118343.601472
  nChanged 1
		SP:Iteration 18Q (93073.100000 sec): 3 clusters
  Score: Raw -120723.232300 + Penalty 2379.171263 = -118344.061037
  nChanged 1
		SP:Iteration 19Q (93073.140000 sec): 3 clusters
  Score: Raw -120723.576775 + Penalty 2379.171263 = -118344.405512
  nChanged 2
		SP:Iteration 20F (93073.160000 sec): 3 clusters
  Score: Raw -120724.273590 + Penalty 2379.171263 = -118345.102327
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 56 (1389 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (93073.220000 sec): 2 clusters
  Score: Raw -98776.162206 + Penalty 1175.905143 = -97600.257063
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (93073.240000 sec): 3 clusters
  Score: Raw -98261.405148 + Penalty 2351.810286 = -95909.594862
  nChanged 446
		SP:Iteration 1F (93073.270000 sec): 3 clusters
  Score: Raw -98703.023948 + Penalty 2351.810286 = -96351.213662
  nChanged 136
		SP:Iteration 2F (93073.300000 sec): 3 clusters
  Score: Raw -98917.940410 + Penalty 2351.810286 = -96566.130123
  nChanged 112
		SP:Iteration 3F (93073.320000 sec): 3 clusters
  Score: Raw -99092.369831 + Penalty 2351.810286 = -96740.559545
  nChanged 80
		SP:Iteration 4F (93073.350000 sec): 3 clusters
  Score: Raw -99231.065308 + Penalty 2351.810286 = -96879.255022
  nChanged 59
		SP:Iteration 5Q (93073.380000 sec): 3 clusters
  Score: Raw -99310.092422 + Penalty 2351.810286 = -96958.282136
  nChanged 40
		SP:Iteration 6Q (93073.400000 sec): 3 clusters
  Score: Raw -99362.175836 + Penalty 2351.810286 = -97010.365550
  nChanged 24
		SP:Iteration 7Q (93073.430000 sec): 3 clusters
  Score: Raw -99393.095171 + Penalty 2351.810286 = -97041.284885
  nChanged 22
		SP:Iteration 8Q (93073.460000 sec): 3 clusters
  Score: Raw -99422.543053 + Penalty 2351.810286 = -97070.732766
  nChanged 23
		SP:Iteration 9Q (93073.480000 sec): 3 clusters
  Score: Raw -99452.627746 + Penalty 2351.810286 = -97100.817460
  nChanged 21
		SP:Iteration 10Q (93073.500000 sec): 3 clusters
  Score: Raw -99476.230431 + Penalty 2351.810286 = -97124.420144
  nChanged 13
		SP:Iteration 11Q (93073.530000 sec): 3 clusters
  Score: Raw -99489.660966 + Penalty 2351.810286 = -97137.850679
  nChanged 13
		SP:Iteration 12Q (93073.560000 sec): 3 clusters
  Score: Raw -99500.513496 + Penalty 2351.810286 = -97148.703209
  nChanged 14
		SP:Iteration 13Q (93073.580000 sec): 3 clusters
  Score: Raw -99515.293269 + Penalty 2351.810286 = -97163.482983
  nChanged 11
		SP:Iteration 14Q (93073.610000 sec): 3 clusters
  Score: Raw -99526.048380 + Penalty 2351.810286 = -97174.238093
  nChanged 10
		SP:Iteration 15Q (93073.630000 sec): 3 clusters
  Score: Raw -99542.624025 + Penalty 2351.810286 = -97190.813739
  nChanged 13
		SP:Iteration 16Q (93073.660000 sec): 3 clusters
  Score: Raw -99560.288940 + Penalty 2351.810286 = -97208.478654
  nChanged 13
		SP:Iteration 17Q (93073.680000 sec): 3 clusters
  Score: Raw -99580.515551 + Penalty 2351.810286 = -97228.705265
  nChanged 14
		SP:Iteration 18Q (93073.710000 sec): 3 clusters
  Score: Raw -99602.924388 + Penalty 2351.810286 = -97251.114102
  nChanged 16
		SP:Iteration 19Q (93073.740000 sec): 3 clusters
  Score: Raw -99623.490134 + Penalty 2351.810286 = -97271.679847
  nChanged 13
		SP:Iteration 20F (93073.760000 sec): 3 clusters
  Score: Raw -99633.930489 + Penalty 2351.810286 = -97282.120202
  nChanged 7
		SP:Iteration 21Q (93073.790000 sec): 3 clusters
  Score: Raw -99648.785509 + Penalty 2351.810286 = -97296.975222
  nChanged 6
		SP:Iteration 22Q (93073.810000 sec): 3 clusters
  Score: Raw -99661.052839 + Penalty 2351.810286 = -97309.242553
  nChanged 1
		SP:Iteration 23Q (93073.840000 sec): 3 clusters
  Score: Raw -99662.002654 + Penalty 2351.810286 = -97310.192368
  nChanged 1
		SP:Iteration 24Q (93073.860000 sec): 3 clusters
  Score: Raw -99662.834527 + Penalty 2351.810286 = -97311.024241
  nChanged 0
		SP:Iteration 25F (93073.890000 sec): 3 clusters
  Score: Raw -99662.834527 + Penalty 2351.810286 = -97311.024241
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 57 (7525 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (93073.980000 sec): 2 clusters
  Score: Raw -638795.355091 + Penalty 1450.472740 = -637344.882351
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (93074.120000 sec): 3 clusters
  Score: Raw -634680.668464 + Penalty 2900.945479 = -631779.722985
  nChanged 3153
		SP:Iteration 1F (93074.230000 sec): 3 clusters
  Score: Raw -636422.340653 + Penalty 2900.945479 = -633521.395174
  nChanged 585
		SP:Iteration 2F (93074.340000 sec): 3 clusters
  Score: Raw -636787.079308 + Penalty 2900.945479 = -633886.133829
  nChanged 551
		SP:Iteration 3F (93074.460000 sec): 3 clusters
  Score: Raw -637162.478928 + Penalty 2900.945479 = -634261.533449
  nChanged 508
		SP:Iteration 4F (93074.600000 sec): 3 clusters
  Score: Raw -637534.000109 + Penalty 2900.945479 = -634633.054630
  nChanged 466
		SP:Iteration 5F (93074.720000 sec): 3 clusters
  Score: Raw -637871.359029 + Penalty 2900.945479 = -634970.413550
  nChanged 408
		SP:Iteration 6F (93074.850000 sec): 3 clusters
  Score: Raw -638123.285233 + Penalty 2900.945479 = -635222.339754
  nChanged 310
		SP:Iteration 7Q (93074.990000 sec): 3 clusters
  Score: Raw -638300.422886 + Penalty 2900.945479 = -635399.477407
  nChanged 232
		SP:Iteration 8Q (93075.120000 sec): 3 clusters
  Score: Raw -638414.801427 + Penalty 2900.945479 = -635513.855948
  nChanged 178
		SP:Iteration 9Q (93075.260000 sec): 3 clusters
  Score: Raw -638495.074849 + Penalty 2900.945479 = -635594.129370
  nChanged 154
		SP:Iteration 10Q (93075.390000 sec): 3 clusters
  Score: Raw -638567.371422 + Penalty 2900.945479 = -635666.425943
  nChanged 120
		SP:Iteration 11Q (93075.520000 sec): 3 clusters
  Score: Raw -638615.654565 + Penalty 2900.945479 = -635714.709086
  nChanged 91
		SP:Iteration 12Q (93075.640000 sec): 3 clusters
  Score: Raw -638648.925579 + Penalty 2900.945479 = -635747.980100
  nChanged 85
		SP:Iteration 13Q (93075.760000 sec): 3 clusters
  Score: Raw -638682.650518 + Penalty 2900.945479 = -635781.705039
  nChanged 83
		SP:Iteration 14Q (93075.880000 sec): 3 clusters
  Score: Raw -638712.411303 + Penalty 2900.945479 = -635811.465824
  nChanged 73
		SP:Iteration 15Q (93076.010000 sec): 3 clusters
  Score: Raw -638739.878916 + Penalty 2900.945479 = -635838.933437
  nChanged 57
		SP:Iteration 16Q (93076.130000 sec): 3 clusters
  Score: Raw -638763.286901 + Penalty 2900.945479 = -635862.341422
  nChanged 54
		SP:Iteration 17Q (93076.260000 sec): 3 clusters
  Score: Raw -638787.765293 + Penalty 2900.945479 = -635886.819814
  nChanged 49
		SP:Iteration 18Q (93076.380000 sec): 3 clusters
  Score: Raw -638807.738393 + Penalty 2900.945479 = -635906.792914
  nChanged 49
		SP:Iteration 19Q (93076.500000 sec): 3 clusters
  Score: Raw -638828.842483 + Penalty 2900.945479 = -635927.897004
  nChanged 42
		SP:Iteration 20F (93076.620000 sec): 3 clusters
  Score: Raw -638845.819230 + Penalty 2900.945479 = -635944.873751
  nChanged 42
		SP:Iteration 21Q (93076.810000 sec): 3 clusters
  Score: Raw -638860.986151 + Penalty 2900.945479 = -635960.040672
  nChanged 27
		SP:Iteration 22Q (93077.010000 sec): 3 clusters
  Score: Raw -638871.542588 + Penalty 2900.945479 = -635970.597109
  nChanged 27
		SP:Iteration 23Q (93077.210000 sec): 3 clusters
  Score: Raw -638881.931850 + Penalty 2900.945479 = -635980.986371
  nChanged 22
		SP:Iteration 24Q (93077.320000 sec): 3 clusters
  Score: Raw -638890.705086 + Penalty 2900.945479 = -635989.759607
  nChanged 25
		SP:Iteration 25Q (93077.440000 sec): 3 clusters
  Score: Raw -638901.129649 + Penalty 2900.945479 = -636000.184170
  nChanged 19
		SP:Iteration 26Q (93077.560000 sec): 3 clusters
  Score: Raw -638908.486279 + Penalty 2900.945479 = -636007.540800
  nChanged 22
		SP:Iteration 27Q (93077.680000 sec): 3 clusters
  Score: Raw -638917.060466 + Penalty 2900.945479 = -636016.114987
  nChanged 17
		SP:Iteration 28Q (93077.800000 sec): 3 clusters
  Score: Raw -638924.480746 + Penalty 2900.945479 = -636023.535267
  nChanged 28
		SP:Iteration 29Q (93077.910000 sec): 3 clusters
  Score: Raw -638940.038646 + Penalty 2900.945479 = -636039.093167
  nChanged 32
		SP:Iteration 30Q (93078.030000 sec): 3 clusters
  Score: Raw -638956.468370 + Penalty 2900.945479 = -636055.522891
  nChanged 28
		SP:Iteration 31Q (93078.150000 sec): 3 clusters
  Score: Raw -638968.275557 + Penalty 2900.945479 = -636067.330077
  nChanged 27
		SP:Iteration 32Q (93078.270000 sec): 3 clusters
  Score: Raw -638979.932405 + Penalty 2900.945479 = -636078.986926
  nChanged 20
		SP:Iteration 33Q (93078.380000 sec): 3 clusters
  Score: Raw -638987.494021 + Penalty 2900.945479 = -636086.548542
  nChanged 17
		SP:Iteration 34Q (93078.500000 sec): 3 clusters
  Score: Raw -638996.145110 + Penalty 2900.945479 = -636095.199631
  nChanged 18
		SP:Iteration 35Q (93078.610000 sec): 3 clusters
  Score: Raw -639006.783313 + Penalty 2900.945479 = -636105.837834
  nChanged 20
		SP:Iteration 36Q (93078.730000 sec): 3 clusters
  Score: Raw -639017.605999 + Penalty 2900.945479 = -636116.660520
  nChanged 23
		SP:Iteration 37Q (93078.850000 sec): 3 clusters
  Score: Raw -639029.161156 + Penalty 2900.945479 = -636128.215676
  nChanged 19
		SP:Iteration 38Q (93078.960000 sec): 3 clusters
  Score: Raw -639039.645925 + Penalty 2900.945479 = -636138.700446
  nChanged 16
		SP:Iteration 39Q (93079.070000 sec): 3 clusters
  Score: Raw -639048.064814 + Penalty 2900.945479 = -636147.119335
  nChanged 12
		SP:Iteration 40F (93079.190000 sec): 3 clusters
  Score: Raw -639053.439654 + Penalty 2900.945479 = -636152.494175
  nChanged 14
		SP:Iteration 41Q (93079.310000 sec): 3 clusters
  Score: Raw -639061.669367 + Penalty 2900.945479 = -636160.723888
  nChanged 14
		SP:Iteration 42Q (93079.420000 sec): 3 clusters
  Score: Raw -639070.991439 + Penalty 2900.945479 = -636170.045959
  nChanged 7
		SP:Iteration 43Q (93079.540000 sec): 3 clusters
  Score: Raw -639074.711340 + Penalty 2900.945479 = -636173.765861
  nChanged 6
		SP:Iteration 44Q (93079.650000 sec): 3 clusters
  Score: Raw -639077.804572 + Penalty 2900.945479 = -636176.859093
  nChanged 4
		SP:Iteration 45Q (93079.780000 sec): 3 clusters
  Score: Raw -639080.514621 + Penalty 2900.945479 = -636179.569142
  nChanged 4
		SP:Iteration 46Q (93079.900000 sec): 3 clusters
  Score: Raw -639083.297792 + Penalty 2900.945479 = -636182.352313
  nChanged 4
		SP:Iteration 47Q (93080.030000 sec): 3 clusters
  Score: Raw -639086.105755 + Penalty 2900.945479 = -636185.160276
  nChanged 2
		SP:Iteration 48Q (93080.150000 sec): 3 clusters
  Score: Raw -639086.761106 + Penalty 2900.945479 = -636185.815627
  nChanged 3
		SP:Iteration 49Q (93080.270000 sec): 3 clusters
  Score: Raw -639087.637304 + Penalty 2900.945479 = -636186.691824
  nChanged 2
		SP:Iteration 50Q (93080.400000 sec): 3 clusters
  Score: Raw -639089.247113 + Penalty 2900.945479 = -636188.301634
  nChanged 2
		SP:Iteration 51Q (93080.530000 sec): 3 clusters
  Score: Raw -639090.706220 + Penalty 2900.945479 = -636189.760741
  nChanged 2
		SP:Iteration 52Q (93080.660000 sec): 3 clusters
  Score: Raw -639091.539578 + Penalty 2900.945479 = -636190.594099
  nChanged 1
		SP:Iteration 53Q (93080.780000 sec): 3 clusters
  Score: Raw -639092.088665 + Penalty 2900.945479 = -636191.143186
  nChanged 1
		SP:Iteration 54Q (93080.910000 sec): 3 clusters
  Score: Raw -639092.673957 + Penalty 2900.945479 = -636191.728478
  nChanged 0
		SP:Iteration 55F (93081.040000 sec): 3 clusters
  Score: Raw -639092.673957 + Penalty 2900.945479 = -636191.728478
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 58 (3183 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (93081.120000 sec): 2 clusters
  Score: Raw -249793.434680 + Penalty 1310.656657 = -248482.778024
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (93081.180000 sec): 3 clusters
  Score: Raw -248339.861102 + Penalty 2621.313314 = -245718.547788
  nChanged 1201
		SP:Iteration 1F (93081.240000 sec): 3 clusters
  Score: Raw -249229.086586 + Penalty 2621.313314 = -246607.773272
  nChanged 282
		SP:Iteration 2F (93081.300000 sec): 3 clusters
  Score: Raw -249482.170877 + Penalty 2621.313314 = -246860.857563
  nChanged 227
		SP:Iteration 3F (93081.360000 sec): 3 clusters
  Score: Raw -249671.906594 + Penalty 2621.313314 = -247050.593281
  nChanged 164
		SP:Iteration 4F (93081.420000 sec): 3 clusters
  Score: Raw -249789.218441 + Penalty 2621.313314 = -247167.905127
  nChanged 124
		SP:Iteration 5Q (93081.470000 sec): 3 clusters
  Score: Raw -249883.762686 + Penalty 2621.313314 = -247262.449372
  nChanged 104
		SP:Iteration 6Q (93081.530000 sec): 3 clusters
  Score: Raw -249953.459675 + Penalty 2621.313314 = -247332.146361
  nChanged 88
		SP:Iteration 7Q (93081.590000 sec): 3 clusters
  Score: Raw -250003.413809 + Penalty 2621.313314 = -247382.100495
  nChanged 59
		SP:Iteration 8Q (93081.650000 sec): 3 clusters
  Score: Raw -250036.685217 + Penalty 2621.313314 = -247415.371903
  nChanged 48
		SP:Iteration 9Q (93081.710000 sec): 3 clusters
  Score: Raw -250062.161941 + Penalty 2621.313314 = -247440.848627
  nChanged 32
		SP:Iteration 10Q (93081.770000 sec): 3 clusters
  Score: Raw -250083.981672 + Penalty 2621.313314 = -247462.668358
  nChanged 35
		SP:Iteration 11Q (93081.830000 sec): 3 clusters
  Score: Raw -250104.091338 + Penalty 2621.313314 = -247482.778024
  nChanged 35
		SP:Iteration 12Q (93081.890000 sec): 3 clusters
  Score: Raw -250119.542771 + Penalty 2621.313314 = -247498.229457
  nChanged 30
		SP:Iteration 13Q (93081.950000 sec): 3 clusters
  Score: Raw -250135.945563 + Penalty 2621.313314 = -247514.632250
  nChanged 31
		SP:Iteration 14Q (93082.010000 sec): 3 clusters
  Score: Raw -250149.675169 + Penalty 2621.313314 = -247528.361855
  nChanged 26
		SP:Iteration 15Q (93082.070000 sec): 3 clusters
  Score: Raw -250163.048816 + Penalty 2621.313314 = -247541.735502
  nChanged 25
		SP:Iteration 16Q (93082.130000 sec): 3 clusters
  Score: Raw -250174.291855 + Penalty 2621.313314 = -247552.978541
  nChanged 23
		SP:Iteration 17Q (93082.190000 sec): 3 clusters
  Score: Raw -250184.485034 + Penalty 2621.313314 = -247563.171720
  nChanged 24
		SP:Iteration 18Q (93082.250000 sec): 3 clusters
  Score: Raw -250196.449694 + Penalty 2621.313314 = -247575.136380
  nChanged 21
		SP:Iteration 19Q (93082.310000 sec): 3 clusters
  Score: Raw -250203.057708 + Penalty 2621.313314 = -247581.744394
  nChanged 13
		SP:Iteration 20F (93082.370000 sec): 3 clusters
  Score: Raw -250208.443920 + Penalty 2621.313314 = -247587.130606
  nChanged 11
		SP:Iteration 21Q (93082.430000 sec): 3 clusters
  Score: Raw -250212.625259 + Penalty 2621.313314 = -247591.311946
  nChanged 9
		SP:Iteration 22Q (93082.490000 sec): 3 clusters
  Score: Raw -250214.941612 + Penalty 2621.313314 = -247593.628298
  nChanged 9
		SP:Iteration 23Q (93082.540000 sec): 3 clusters
  Score: Raw -250218.568791 + Penalty 2621.313314 = -247597.255477
  nChanged 14
		SP:Iteration 24Q (93082.600000 sec): 3 clusters
  Score: Raw -250225.169189 + Penalty 2621.313314 = -247603.855875
  nChanged 11
		SP:Iteration 25Q (93082.660000 sec): 3 clusters
  Score: Raw -250231.402380 + Penalty 2621.313314 = -247610.089066
  nChanged 12
		SP:Iteration 26Q (93082.720000 sec): 3 clusters
  Score: Raw -250238.170701 + Penalty 2621.313314 = -247616.857387
  nChanged 15
		SP:Iteration 27Q (93082.780000 sec): 3 clusters
  Score: Raw -250243.894743 + Penalty 2621.313314 = -247622.581429
  nChanged 14
		SP:Iteration 28Q (93082.840000 sec): 3 clusters
  Score: Raw -250247.589250 + Penalty 2621.313314 = -247626.275936
  nChanged 14
		SP:Iteration 29Q (93082.900000 sec): 3 clusters
  Score: Raw -250252.328568 + Penalty 2621.313314 = -247631.015254
  nChanged 11
		SP:Iteration 30Q (93082.960000 sec): 3 clusters
  Score: Raw -250256.034704 + Penalty 2621.313314 = -247634.721390
  nChanged 8
		SP:Iteration 31Q (93083.020000 sec): 3 clusters
  Score: Raw -250258.268518 + Penalty 2621.313314 = -247636.955204
  nChanged 9
		SP:Iteration 32Q (93083.070000 sec): 3 clusters
  Score: Raw -250260.167185 + Penalty 2621.313314 = -247638.853871
  nChanged 5
		SP:Iteration 33Q (93083.130000 sec): 3 clusters
  Score: Raw -250263.142695 + Penalty 2621.313314 = -247641.829381
  nChanged 5
		SP:Iteration 34Q (93083.190000 sec): 3 clusters
  Score: Raw -250265.733802 + Penalty 2621.313314 = -247644.420489
  nChanged 6
		SP:Iteration 35Q (93083.250000 sec): 3 clusters
  Score: Raw -250268.419167 + Penalty 2621.313314 = -247647.105853
  nChanged 8
		SP:Iteration 36Q (93083.310000 sec): 3 clusters
  Score: Raw -250272.087756 + Penalty 2621.313314 = -247650.774442
  nChanged 5
		SP:Iteration 37Q (93083.370000 sec): 3 clusters
  Score: Raw -250273.579818 + Penalty 2621.313314 = -247652.266504
  nChanged 2
		SP:Iteration 38Q (93083.430000 sec): 3 clusters
  Score: Raw -250274.032432 + Penalty 2621.313314 = -247652.719118
  nChanged 1
		SP:Iteration 39Q (93083.490000 sec): 3 clusters
  Score: Raw -250274.307148 + Penalty 2621.313314 = -247652.993835
  nChanged 2
		SP:Iteration 40F (93083.550000 sec): 3 clusters
  Score: Raw -250274.954742 + Penalty 2621.313314 = -247653.641428
  nChanged 5
		SP:Iteration 41Q (93083.610000 sec): 3 clusters
  Score: Raw -250277.172344 + Penalty 2621.313314 = -247655.859030
  nChanged 8
		SP:Iteration 42Q (93083.670000 sec): 3 clusters
  Score: Raw -250281.896954 + Penalty 2621.313314 = -247660.583640
  nChanged 11
		SP:Iteration 43Q (93083.730000 sec): 3 clusters
  Score: Raw -250285.272754 + Penalty 2621.313314 = -247663.959440
  nChanged 6
		SP:Iteration 44Q (93083.790000 sec): 3 clusters
  Score: Raw -250287.499172 + Penalty 2621.313314 = -247666.185858
  nChanged 7
		SP:Iteration 45Q (93083.850000 sec): 3 clusters
  Score: Raw -250291.283885 + Penalty 2621.313314 = -247669.970571
  nChanged 8
		SP:Iteration 46Q (93083.910000 sec): 3 clusters
  Score: Raw -250293.326234 + Penalty 2621.313314 = -247672.012921
  nChanged 4
		SP:Iteration 47Q (93083.960000 sec): 3 clusters
  Score: Raw -250294.711198 + Penalty 2621.313314 = -247673.397885
  nChanged 5
		SP:Iteration 48Q (93084.020000 sec): 3 clusters
  Score: Raw -250297.253578 + Penalty 2621.313314 = -247675.940264
  nChanged 6
		SP:Iteration 49Q (93084.080000 sec): 3 clusters
  Score: Raw -250299.304042 + Penalty 2621.313314 = -247677.990728
  nChanged 7
		SP:Iteration 50Q (93084.140000 sec): 3 clusters
  Score: Raw -250301.448238 + Penalty 2621.313314 = -247680.134925
  nChanged 7
		SP:Iteration 51Q (93084.200000 sec): 3 clusters
  Score: Raw -250304.004844 + Penalty 2621.313314 = -247682.691531
  nChanged 6
		SP:Iteration 52Q (93084.260000 sec): 3 clusters
  Score: Raw -250306.573900 + Penalty 2621.313314 = -247685.260586
  nChanged 7
		SP:Iteration 53Q (93084.320000 sec): 3 clusters
  Score: Raw -250309.718921 + Penalty 2621.313314 = -247688.405607
  nChanged 6
		SP:Iteration 54Q (93084.380000 sec): 3 clusters
  Score: Raw -250311.490362 + Penalty 2621.313314 = -247690.177048
  nChanged 6
		SP:Iteration 55Q (93084.440000 sec): 3 clusters
  Score: Raw -250313.798785 + Penalty 2621.313314 = -247692.485471
  nChanged 8
		SP:Iteration 56Q (93084.500000 sec): 3 clusters
  Score: Raw -250316.741991 + Penalty 2621.313314 = -247695.428678
  nChanged 10
		SP:Iteration 57Q (93084.560000 sec): 3 clusters
  Score: Raw -250322.129086 + Penalty 2621.313314 = -247700.815772
  nChanged 15
		SP:Iteration 58Q (93084.610000 sec): 3 clusters
  Score: Raw -250329.960275 + Penalty 2621.313314 = -247708.646961
  nChanged 14
		SP:Iteration 59Q (93084.670000 sec): 3 clusters
  Score: Raw -250334.146302 + Penalty 2621.313314 = -247712.832988
  nChanged 10
		SP:Iteration 60F (93084.730000 sec): 3 clusters
  Score: Raw -250336.870666 + Penalty 2621.313314 = -247715.557352
  nChanged 7
		SP:Iteration 61Q (93084.790000 sec): 3 clusters
  Score: Raw -250339.545063 + Penalty 2621.313314 = -247718.231749
  nChanged 12
		SP:Iteration 62Q (93084.850000 sec): 3 clusters
  Score: Raw -250343.013212 + Penalty 2621.313314 = -247721.699899
  nChanged 9
		SP:Iteration 63Q (93084.910000 sec): 3 clusters
  Score: Raw -250344.813762 + Penalty 2621.313314 = -247723.500448
  nChanged 4
		SP:Iteration 64Q (93084.970000 sec): 3 clusters
  Score: Raw -250345.592290 + Penalty 2621.313314 = -247724.278976
  nChanged 2
		SP:Iteration 65Q (93085.030000 sec): 3 clusters
  Score: Raw -250346.058944 + Penalty 2621.313314 = -247724.745630
  nChanged 3
		SP:Iteration 66Q (93085.090000 sec): 3 clusters
  Score: Raw -250346.732874 + Penalty 2621.313314 = -247725.419560
  nChanged 2
		SP:Iteration 67Q (93085.150000 sec): 3 clusters
  Score: Raw -250347.325453 + Penalty 2621.313314 = -247726.012139
  nChanged 3
		SP:Iteration 68Q (93085.210000 sec): 3 clusters
  Score: Raw -250348.166672 + Penalty 2621.313314 = -247726.853358
  nChanged 5
		SP:Iteration 69Q (93085.270000 sec): 3 clusters
  Score: Raw -250350.212930 + Penalty 2621.313314 = -247728.899617
  nChanged 5
		SP:Iteration 70Q (93085.330000 sec): 3 clusters
  Score: Raw -250352.460611 + Penalty 2621.313314 = -247731.147297
  nChanged 8
		SP:Iteration 71Q (93085.390000 sec): 3 clusters
  Score: Raw -250355.488881 + Penalty 2621.313314 = -247734.175567
  nChanged 12
		SP:Iteration 72Q (93085.450000 sec): 3 clusters
  Score: Raw -250360.929184 + Penalty 2621.313314 = -247739.615870
  nChanged 15
		SP:Iteration 73Q (93085.510000 sec): 3 clusters
  Score: Raw -250369.158161 + Penalty 2621.313314 = -247747.844847
  nChanged 16
		SP:Iteration 74Q (93085.570000 sec): 3 clusters
  Score: Raw -250381.270862 + Penalty 2621.313314 = -247759.957548
  nChanged 19
		SP:Iteration 75Q (93085.630000 sec): 3 clusters
  Score: Raw -250399.290496 + Penalty 2621.313314 = -247777.977183
  nChanged 26
		SP:Iteration 76Q (93085.690000 sec): 3 clusters
  Score: Raw -250416.689709 + Penalty 2621.313314 = -247795.376395
  nChanged 29
		SP:Iteration 77Q (93085.750000 sec): 3 clusters
  Score: Raw -250428.775944 + Penalty 2621.313314 = -247807.462630
  nChanged 14
		SP:Iteration 78Q (93085.800000 sec): 3 clusters
  Score: Raw -250435.024011 + Penalty 2621.313314 = -247813.710697
  nChanged 14
		SP:Iteration 79Q (93085.860000 sec): 3 clusters
  Score: Raw -250440.354182 + Penalty 2621.313314 = -247819.040868
  nChanged 14
		SP:Iteration 80F (93085.920000 sec): 3 clusters
  Score: Raw -250446.738563 + Penalty 2621.313314 = -247825.425249
  nChanged 11
		SP:Iteration 81Q (93085.980000 sec): 3 clusters
  Score: Raw -250452.479458 + Penalty 2621.313314 = -247831.166144
  nChanged 11
		SP:Iteration 82Q (93086.040000 sec): 3 clusters
  Score: Raw -250455.615804 + Penalty 2621.313314 = -247834.302490
  nChanged 11
		SP:Iteration 83Q (93086.100000 sec): 3 clusters
  Score: Raw -250462.462425 + Penalty 2621.313314 = -247841.149111
  nChanged 20
		SP:Iteration 84Q (93086.160000 sec): 3 clusters
  Score: Raw -250474.623884 + Penalty 2621.313314 = -247853.310570
  nChanged 21
		SP:Iteration 85Q (93086.220000 sec): 3 clusters
  Score: Raw -250483.212089 + Penalty 2621.313314 = -247861.898775
  nChanged 18
		SP:Iteration 86Q (93086.270000 sec): 3 clusters
  Score: Raw -250490.897671 + Penalty 2621.313314 = -247869.584357
  nChanged 20
		SP:Iteration 87Q (93086.330000 sec): 3 clusters
  Score: Raw -250499.064076 + Penalty 2621.313314 = -247877.750762
  nChanged 15
		SP:Iteration 88Q (93086.390000 sec): 3 clusters
  Score: Raw -250504.059860 + Penalty 2621.313314 = -247882.746546
  nChanged 20
		SP:Iteration 89Q (93086.450000 sec): 3 clusters
  Score: Raw -250512.477738 + Penalty 2621.313314 = -247891.164424
  nChanged 13
		SP:Iteration 90Q (93086.510000 sec): 3 clusters
  Score: Raw -250518.531868 + Penalty 2621.313314 = -247897.218554
  nChanged 16
		SP:Iteration 91Q (93086.570000 sec): 3 clusters
  Score: Raw -250526.394213 + Penalty 2621.313314 = -247905.080899
  nChanged 24
		SP:Iteration 92Q (93086.630000 sec): 3 clusters
  Score: Raw -250539.346004 + Penalty 2621.313314 = -247918.032690
  nChanged 22
		SP:Iteration 93Q (93086.690000 sec): 3 clusters
  Score: Raw -250553.607338 + Penalty 2621.313314 = -247932.294025
  nChanged 24
		SP:Iteration 94Q (93086.750000 sec): 3 clusters
  Score: Raw -250568.827814 + Penalty 2621.313314 = -247947.514500
  nChanged 21
		SP:Iteration 95Q (93086.810000 sec): 3 clusters
  Score: Raw -250584.643381 + Penalty 2621.313314 = -247963.330067
  nChanged 35
		SP:Iteration 96Q (93086.870000 sec): 3 clusters
  Score: Raw -250615.459865 + Penalty 2621.313314 = -247994.146551
  nChanged 36
		SP:Iteration 97Q (93086.920000 sec): 3 clusters
  Score: Raw -250642.696344 + Penalty 2621.313314 = -248021.383030
  nChanged 27
		SP:Iteration 98Q (93086.980000 sec): 3 clusters
  Score: Raw -250660.016412 + Penalty 2621.313314 = -248038.703098
  nChanged 25
		SP:Iteration 99Q (93087.040000 sec): 3 clusters
  Score: Raw -250678.559098 + Penalty 2621.313314 = -248057.245784
  nChanged 29
		SP:Iteration 100F (93087.100000 sec): 3 clusters
  Score: Raw -250697.315607 + Penalty 2621.313314 = -248076.002293
  nChanged 22
		SP:Iteration 101Q (93087.150000 sec): 3 clusters
  Score: Raw -250709.303105 + Penalty 2621.313314 = -248087.989791
  nChanged 15
		SP:Iteration 102Q (93087.210000 sec): 3 clusters
  Score: Raw -250715.736668 + Penalty 2621.313314 = -248094.423355
  nChanged 12
		SP:Iteration 103Q (93087.270000 sec): 3 clusters
  Score: Raw -250721.560895 + Penalty 2621.313314 = -248100.247582
  nChanged 11
		SP:Iteration 104Q (93087.330000 sec): 3 clusters
  Score: Raw -250729.626029 + Penalty 2621.313314 = -248108.312715
  nChanged 12
		SP:Iteration 105Q (93087.390000 sec): 3 clusters
  Score: Raw -250734.281962 + Penalty 2621.313314 = -248112.968648
  nChanged 6
		SP:Iteration 106Q (93087.440000 sec): 3 clusters
  Score: Raw -250736.996030 + Penalty 2621.313314 = -248115.682716
  nChanged 12
		SP:Iteration 107Q (93087.500000 sec): 3 clusters
  Score: Raw -250740.695225 + Penalty 2621.313314 = -248119.381911
  nChanged 3
		SP:Iteration 108Q (93087.560000 sec): 3 clusters
  Score: Raw -250741.237070 + Penalty 2621.313314 = -248119.923756
  nChanged 1
		SP:Iteration 109Q (93087.610000 sec): 3 clusters
  Score: Raw -250741.397786 + Penalty 2621.313314 = -248120.084472
  nChanged 0
		SP:Iteration 110F (93087.670000 sec): 3 clusters
  Score: Raw -250741.397786 + Penalty 2621.313314 = -248120.084472
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 59 (5594 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (93087.750000 sec): 2 clusters
  Score: Raw -510567.191422 + Penalty 1402.285604 = -509164.905817
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (93087.850000 sec): 3 clusters
  Score: Raw -507652.186232 + Penalty 2804.571209 = -504847.615023
  nChanged 2242
		SP:Iteration 1F (93087.950000 sec): 3 clusters
  Score: Raw -508835.137094 + Penalty 2804.571209 = -506030.565885
  nChanged 370
		SP:Iteration 2F (93088.050000 sec): 3 clusters
  Score: Raw -508991.986381 + Penalty 2804.571209 = -506187.415172
  nChanged 280
		SP:Iteration 3F (93088.150000 sec): 3 clusters
  Score: Raw -509107.823673 + Penalty 2804.571209 = -506303.252464
  nChanged 193
		SP:Iteration 4Q (93088.250000 sec): 3 clusters
  Score: Raw -509184.540911 + Penalty 2804.571209 = -506379.969702
  nChanged 151
		SP:Iteration 5Q (93088.350000 sec): 3 clusters
  Score: Raw -509245.960205 + Penalty 2804.571209 = -506441.388996
  nChanged 142
		SP:Iteration 6Q (93088.450000 sec): 3 clusters
  Score: Raw -509295.752849 + Penalty 2804.571209 = -506491.181640
  nChanged 116
		SP:Iteration 7Q (93088.550000 sec): 3 clusters
  Score: Raw -509326.858754 + Penalty 2804.571209 = -506522.287545
  nChanged 103
		SP:Iteration 8Q (93088.650000 sec): 3 clusters
  Score: Raw -509363.696061 + Penalty 2804.571209 = -506559.124852
  nChanged 94
		SP:Iteration 9Q (93088.750000 sec): 3 clusters
  Score: Raw -509396.756390 + Penalty 2804.571209 = -506592.185181
  nChanged 86
		SP:Iteration 10Q (93088.850000 sec): 3 clusters
  Score: Raw -509427.356337 + Penalty 2804.571209 = -506622.785128
  nChanged 80
		SP:Iteration 11Q (93088.950000 sec): 3 clusters
  Score: Raw -509448.183379 + Penalty 2804.571209 = -506643.612170
  nChanged 69
		SP:Iteration 12Q (93089.050000 sec): 3 clusters
  Score: Raw -509468.892026 + Penalty 2804.571209 = -506664.320817
  nChanged 79
		SP:Iteration 13Q (93089.150000 sec): 3 clusters
  Score: Raw -509495.369327 + Penalty 2804.571209 = -506690.798118
  nChanged 72
		SP:Iteration 14Q (93089.250000 sec): 3 clusters
  Score: Raw -509519.422378 + Penalty 2804.571209 = -506714.851169
  nChanged 68
		SP:Iteration 15Q (93089.350000 sec): 3 clusters
  Score: Raw -509539.077356 + Penalty 2804.571209 = -506734.506147
  nChanged 69
		SP:Iteration 16Q (93089.450000 sec): 3 clusters
  Score: Raw -509565.832893 + Penalty 2804.571209 = -506761.261684
  nChanged 82
		SP:Iteration 17Q (93089.550000 sec): 3 clusters
  Score: Raw -509603.178481 + Penalty 2804.571209 = -506798.607272
  nChanged 91
		SP:Iteration 18Q (93089.650000 sec): 3 clusters
  Score: Raw -509644.584326 + Penalty 2804.571209 = -506840.013117
  nChanged 89
		SP:Iteration 19Q (93089.750000 sec): 3 clusters
  Score: Raw -509681.721581 + Penalty 2804.571209 = -506877.150372
  nChanged 80
		SP:Iteration 20F (93089.850000 sec): 3 clusters
  Score: Raw -509716.194466 + Penalty 2804.571209 = -506911.623257
  nChanged 103
		SP:Iteration 21Q (93089.950000 sec): 3 clusters
  Score: Raw -509759.192613 + Penalty 2804.571209 = -506954.621404
  nChanged 104
		SP:Iteration 22Q (93090.050000 sec): 3 clusters
  Score: Raw -509805.568787 + Penalty 2804.571209 = -507000.997578
  nChanged 123
		SP:Iteration 23Q (93090.150000 sec): 3 clusters
  Score: Raw -509867.020037 + Penalty 2804.571209 = -507062.448828
  nChanged 127
		SP:Iteration 24Q (93090.250000 sec): 3 clusters
  Score: Raw -509935.457712 + Penalty 2804.571209 = -507130.886503
  nChanged 143
		SP:Iteration 25Q (93090.340000 sec): 3 clusters
  Score: Raw -510015.304263 + Penalty 2804.571209 = -507210.733054
  nChanged 120
		SP:Iteration 26Q (93090.440000 sec): 3 clusters
  Score: Raw -510089.308741 + Penalty 2804.571209 = -507284.737532
  nChanged 134
		SP:Iteration 27Q (93090.540000 sec): 3 clusters
  Score: Raw -510168.325273 + Penalty 2804.571209 = -507363.754064
  nChanged 121
		SP:Iteration 28Q (93090.630000 sec): 3 clusters
  Score: Raw -510241.339356 + Penalty 2804.571209 = -507436.768147
  nChanged 107
		SP:Iteration 29Q (93090.730000 sec): 3 clusters
  Score: Raw -510309.845519 + Penalty 2804.571209 = -507505.274310
  nChanged 111
		SP:Iteration 30Q (93090.820000 sec): 3 clusters
  Score: Raw -510375.754270 + Penalty 2804.571209 = -507571.183061
  nChanged 102
		SP:Iteration 31Q (93090.920000 sec): 3 clusters
  Score: Raw -510443.250370 + Penalty 2804.571209 = -507638.679161
  nChanged 85
		SP:Iteration 32Q (93091.010000 sec): 3 clusters
  Score: Raw -510494.392427 + Penalty 2804.571209 = -507689.821218
  nChanged 75
		SP:Iteration 33Q (93091.110000 sec): 3 clusters
  Score: Raw -510546.154796 + Penalty 2804.571209 = -507741.583587
  nChanged 55
		SP:Iteration 34Q (93091.200000 sec): 3 clusters
  Score: Raw -510589.846608 + Penalty 2804.571209 = -507785.275399
  nChanged 46
		SP:Iteration 35Q (93091.290000 sec): 3 clusters
  Score: Raw -510625.231695 + Penalty 2804.571209 = -507820.660486
  nChanged 40
		SP:Iteration 36Q (93091.390000 sec): 3 clusters
  Score: Raw -510660.604208 + Penalty 2804.571209 = -507856.032999
  nChanged 37
		SP:Iteration 37Q (93091.480000 sec): 3 clusters
  Score: Raw -510693.558055 + Penalty 2804.571209 = -507888.986846
  nChanged 28
		SP:Iteration 38Q (93091.570000 sec): 3 clusters
  Score: Raw -510714.375400 + Penalty 2804.571209 = -507909.804191
  nChanged 14
		SP:Iteration 39Q (93091.670000 sec): 3 clusters
  Score: Raw -510728.285513 + Penalty 2804.571209 = -507923.714304
  nChanged 15
		SP:Iteration 40F (93091.760000 sec): 3 clusters
  Score: Raw -510739.024893 + Penalty 2804.571209 = -507934.453684
  nChanged 9
		SP:Iteration 41Q (93091.850000 sec): 3 clusters
  Score: Raw -510745.246522 + Penalty 2804.571209 = -507940.675313
  nChanged 10
		SP:Iteration 42Q (93091.950000 sec): 3 clusters
  Score: Raw -510751.304322 + Penalty 2804.571209 = -507946.733113
  nChanged 4
		SP:Iteration 43Q (93092.040000 sec): 3 clusters
  Score: Raw -510754.069859 + Penalty 2804.571209 = -507949.498650
  nChanged 3
		SP:Iteration 44Q (93092.130000 sec): 3 clusters
  Score: Raw -510756.431737 + Penalty 2804.571209 = -507951.860528
  nChanged 3
		SP:Iteration 45Q (93092.230000 sec): 3 clusters
  Score: Raw -510758.631136 + Penalty 2804.571209 = -507954.059927
  nChanged 2
		SP:Iteration 46Q (93092.320000 sec): 3 clusters
  Score: Raw -510759.902182 + Penalty 2804.571209 = -507955.330973
  nChanged 2
		SP:Iteration 47Q (93092.410000 sec): 3 clusters
  Score: Raw -510760.444249 + Penalty 2804.571209 = -507955.873040
  nChanged 0
		SP:Iteration 48F (93092.510000 sec): 3 clusters
  Score: Raw -510760.444249 + Penalty 2804.571209 = -507955.873040
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 60 (1514 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (93092.570000 sec): 2 clusters
  Score: Raw -112944.590476 + Penalty 1189.907946 = -111754.682530
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (93092.600000 sec): 3 clusters
  Score: Raw -112387.731020 + Penalty 2379.815891 = -110007.915129
  nChanged 491
		SP:Iteration 1F (93092.630000 sec): 3 clusters
  Score: Raw -112779.682182 + Penalty 2379.815891 = -110399.866291
  nChanged 132
		SP:Iteration 2F (93092.650000 sec): 3 clusters
  Score: Raw -112912.274522 + Penalty 2379.815891 = -110532.458631
  nChanged 79
		SP:Iteration 3F (93092.690000 sec): 3 clusters
  Score: Raw -113015.253952 + Penalty 2379.815891 = -110635.438061
  nChanged 78
		SP:Iteration 4F (93092.710000 sec): 3 clusters
  Score: Raw -113102.965008 + Penalty 2379.815891 = -110723.149117
  nChanged 64
		SP:Iteration 5Q (93092.740000 sec): 3 clusters
  Score: Raw -113187.491758 + Penalty 2379.815891 = -110807.675867
  nChanged 64
		SP:Iteration 6Q (93092.770000 sec): 3 clusters
  Score: Raw -113275.285163 + Penalty 2379.815891 = -110895.469272
  nChanged 59
		SP:Iteration 7Q (93092.800000 sec): 3 clusters
  Score: Raw -113366.965102 + Penalty 2379.815891 = -110987.149211
  nChanged 59
		SP:Iteration 8Q (93092.830000 sec): 3 clusters
  Score: Raw -113435.500353 + Penalty 2379.815891 = -111055.684462
  nChanged 37
		SP:Iteration 9Q (93092.860000 sec): 3 clusters
  Score: Raw -113489.002159 + Penalty 2379.815891 = -111109.186268
  nChanged 25
		SP:Iteration 10Q (93092.890000 sec): 3 clusters
  Score: Raw -113514.680771 + Penalty 2379.815891 = -111134.864880
  nChanged 8
		SP:Iteration 11Q (93092.910000 sec): 3 clusters
  Score: Raw -113519.848865 + Penalty 2379.815891 = -111140.032974
  nChanged 5
		SP:Iteration 12Q (93092.940000 sec): 3 clusters
  Score: Raw -113523.220771 + Penalty 2379.815891 = -111143.404880
  nChanged 6
		SP:Iteration 13Q (93092.970000 sec): 3 clusters
  Score: Raw -113527.552163 + Penalty 2379.815891 = -111147.736272
  nChanged 3
		SP:Iteration 14Q (93093.000000 sec): 3 clusters
  Score: Raw -113529.567484 + Penalty 2379.815891 = -111149.751593
  nChanged 3
		SP:Iteration 15Q (93093.030000 sec): 3 clusters
  Score: Raw -113531.754092 + Penalty 2379.815891 = -111151.938201
  nChanged 3
		SP:Iteration 16Q (93093.060000 sec): 3 clusters
  Score: Raw -113535.966324 + Penalty 2379.815891 = -111156.150433
  nChanged 2
		SP:Iteration 17Q (93093.090000 sec): 3 clusters
  Score: Raw -113537.431805 + Penalty 2379.815891 = -111157.615914
  nChanged 1
		SP:Iteration 18Q (93093.110000 sec): 3 clusters
  Score: Raw -113538.147468 + Penalty 2379.815891 = -111158.331577
  nChanged 2
		SP:Iteration 19Q (93093.140000 sec): 3 clusters
  Score: Raw -113538.859326 + Penalty 2379.815891 = -111159.043435
  nChanged 0
		SP:Iteration 20F (93093.170000 sec): 3 clusters
  Score: Raw -113538.859326 + Penalty 2379.815891 = -111159.043435
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 61 (271 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (93093.200000 sec): 2 clusters
  Score: Raw -20109.314283 + Penalty 910.344308 = -19198.969974
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (93093.210000 sec): 3 clusters
  Score: Raw -20233.660378 + Penalty 1820.688617 = -18412.971761
  nChanged 45
		SP:Iteration 1F (93093.210000 sec): 3 clusters
  Score: Raw -20329.595466 + Penalty 1820.688617 = -18508.906849
  nChanged 14
		SP:Iteration 2F (93093.220000 sec): 3 clusters
  Score: Raw -20368.134145 + Penalty 1820.688617 = -18547.445528
  nChanged 5
		SP:Iteration 3Q (93093.230000 sec): 3 clusters
  Score: Raw -20386.006489 + Penalty 1820.688617 = -18565.317872
  nChanged 1
		SP:Iteration 4Q (93093.230000 sec): 3 clusters
  Score: Raw -20386.830320 + Penalty 1820.688617 = -18566.141703
  nChanged 0
		SP:Iteration 5F (93093.240000 sec): 3 clusters
  Score: Raw -20386.830320 + Penalty 1820.688617 = -18566.141703
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 62 (1197 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (93093.290000 sec): 2 clusters
  Score: Raw -109252.515089 + Penalty 1151.730727 = -108100.784362
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (93093.310000 sec): 3 clusters
  Score: Raw -108823.429224 + Penalty 2303.461454 = -106519.967769
  nChanged 386
		SP:Iteration 1F (93093.340000 sec): 3 clusters
  Score: Raw -109118.361617 + Penalty 2303.461454 = -106814.900162
  nChanged 101
		SP:Iteration 2F (93093.360000 sec): 3 clusters
  Score: Raw -109256.368867 + Penalty 2303.461454 = -106952.907413
  nChanged 94
		SP:Iteration 3F (93093.390000 sec): 3 clusters
  Score: Raw -109436.039926 + Penalty 2303.461454 = -107132.578472
  nChanged 91
		SP:Iteration 4F (93093.410000 sec): 3 clusters
  Score: Raw -109616.350204 + Penalty 2303.461454 = -107312.888749
  nChanged 71
		SP:Iteration 5F (93093.430000 sec): 3 clusters
  Score: Raw -109732.013392 + Penalty 2303.461454 = -107428.551937
  nChanged 41
		SP:Iteration 6Q (93093.450000 sec): 3 clusters
  Score: Raw -109793.630251 + Penalty 2303.461454 = -107490.168797
  nChanged 30
		SP:Iteration 7Q (93093.480000 sec): 3 clusters
  Score: Raw -109828.719244 + Penalty 2303.461454 = -107525.257789
  nChanged 14
		SP:Iteration 8Q (93093.500000 sec): 3 clusters
  Score: Raw -109842.336915 + Penalty 2303.461454 = -107538.875461
  nChanged 7
		SP:Iteration 9Q (93093.520000 sec): 3 clusters
  Score: Raw -109851.193356 + Penalty 2303.461454 = -107547.731902
  nChanged 5
		SP:Iteration 10Q (93093.550000 sec): 3 clusters
  Score: Raw -109857.409701 + Penalty 2303.461454 = -107553.948246
  nChanged 3
		SP:Iteration 11Q (93093.570000 sec): 3 clusters
  Score: Raw -109859.489301 + Penalty 2303.461454 = -107556.027846
  nChanged 2
		SP:Iteration 12Q (93093.590000 sec): 3 clusters
  Score: Raw -109861.328762 + Penalty 2303.461454 = -107557.867308
  nChanged 1
		SP:Iteration 13Q (93093.610000 sec): 3 clusters
  Score: Raw -109861.703238 + Penalty 2303.461454 = -107558.241783
  nChanged 0
		SP:Iteration 14F (93093.640000 sec): 3 clusters
  Score: Raw -109861.703238 + Penalty 2303.461454 = -107558.241783
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 63 (4717 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (93093.720000 sec): 2 clusters
  Score: Raw -388697.799783 + Penalty 1374.575846 = -387323.223937
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (93093.820000 sec): 3 clusters
  Score: Raw -386339.026625 + Penalty 2749.151692 = -383589.874933
  nChanged 1875
		SP:Iteration 1F (93093.910000 sec): 3 clusters
  Score: Raw -387393.723854 + Penalty 2749.151692 = -384644.572162
  nChanged 344
		SP:Iteration 2F (93093.990000 sec): 3 clusters
  Score: Raw -387596.079197 + Penalty 2749.151692 = -384846.927505
  nChanged 260
		SP:Iteration 3F (93094.080000 sec): 3 clusters
  Score: Raw -387772.490646 + Penalty 2749.151692 = -385023.338954
  nChanged 249
		SP:Iteration 4F (93094.160000 sec): 3 clusters
  Score: Raw -387970.626480 + Penalty 2749.151692 = -385221.474788
  nChanged 260
		SP:Iteration 5F (93094.250000 sec): 3 clusters
  Score: Raw -388220.768584 + Penalty 2749.151692 = -385471.616892
  nChanged 269
		SP:Iteration 6F (93094.340000 sec): 3 clusters
  Score: Raw -388524.495695 + Penalty 2749.151692 = -385775.344003
  nChanged 287
		SP:Iteration 7F (93094.430000 sec): 3 clusters
  Score: Raw -388842.942648 + Penalty 2749.151692 = -386093.790956
  nChanged 247
		SP:Iteration 8F (93094.510000 sec): 3 clusters
  Score: Raw -389102.622332 + Penalty 2749.151692 = -386353.470640
  nChanged 200
		SP:Iteration 9Q (93094.600000 sec): 3 clusters
  Score: Raw -389247.230992 + Penalty 2749.151692 = -386498.079300
  nChanged 132
		SP:Iteration 10Q (93094.680000 sec): 3 clusters
  Score: Raw -389351.962501 + Penalty 2749.151692 = -386602.810809
  nChanged 131
		SP:Iteration 11Q (93094.770000 sec): 3 clusters
  Score: Raw -389483.035773 + Penalty 2749.151692 = -386733.884081
  nChanged 143
		SP:Iteration 12Q (93094.850000 sec): 3 clusters
  Score: Raw -389715.563534 + Penalty 2749.151692 = -386966.411842
  nChanged 131
		SP:Iteration 13Q (93094.940000 sec): 3 clusters
  Score: Raw -389900.711897 + Penalty 2749.151692 = -387151.560205
  nChanged 123
		SP:Iteration 14Q (93095.030000 sec): 3 clusters
  Score: Raw -390012.475258 + Penalty 2749.151692 = -387263.323566
  nChanged 86
		SP:Iteration 15Q (93095.110000 sec): 3 clusters
  Score: Raw -390070.625582 + Penalty 2749.151692 = -387321.473890
  nChanged 50
		SP:Iteration 16Q (93095.190000 sec): 3 clusters
  Score: Raw -390096.038907 + Penalty 2749.151692 = -387346.887214
  nChanged 25
		SP:Iteration 17Q (93095.280000 sec): 3 clusters
  Score: Raw -390104.080003 + Penalty 2749.151692 = -387354.928311
  nChanged 9
		SP:Iteration 18Q (93095.370000 sec): 3 clusters
  Score: Raw -390107.897986 + Penalty 2749.151692 = -387358.746294
  nChanged 9
		SP:Iteration 19Q (93095.450000 sec): 3 clusters
  Score: Raw -390110.987322 + Penalty 2749.151692 = -387361.835630
  nChanged 7
		SP:Iteration 20F (93095.530000 sec): 3 clusters
  Score: Raw -390112.348982 + Penalty 2749.151692 = -387363.197290
  nChanged 2
		SP:Iteration 21Q (93095.620000 sec): 3 clusters
  Score: Raw -390112.702928 + Penalty 2749.151692 = -387363.551236
  nChanged 0
		SP:Iteration 22F (93095.710000 sec): 3 clusters
  Score: Raw -390112.702928 + Penalty 2749.151692 = -387363.551236
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 111.
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 64 (2270 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (93095.770000 sec): 2 clusters
  Score: Raw -216918.814140 + Penalty 1255.724455 = -215663.089685
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (93095.820000 sec): 3 clusters
  Score: Raw -215942.060469 + Penalty 2511.448911 = -213430.611558
  nChanged 790
		SP:Iteration 1F (93095.860000 sec): 3 clusters
  Score: Raw -216433.933412 + Penalty 2511.448911 = -213922.484501
  nChanged 155
		SP:Iteration 2F (93095.910000 sec): 3 clusters
  Score: Raw -216532.946474 + Penalty 2511.448911 = -214021.497563
  nChanged 84
		SP:Iteration 3Q (93095.950000 sec): 3 clusters
  Score: Raw -216575.759947 + Penalty 2511.448911 = -214064.311036
  nChanged 56
		SP:Iteration 4Q (93095.990000 sec): 3 clusters
  Score: Raw -216612.025413 + Penalty 2511.448911 = -214100.576503
  nChanged 58
		SP:Iteration 5Q (93096.040000 sec): 3 clusters
  Score: Raw -216652.059004 + Penalty 2511.448911 = -214140.610093
  nChanged 58
		SP:Iteration 6Q (93096.080000 sec): 3 clusters
  Score: Raw -216684.962714 + Penalty 2511.448911 = -214173.513803
  nChanged 35
		SP:Iteration 7Q (93096.130000 sec): 3 clusters
  Score: Raw -216704.540845 + Penalty 2511.448911 = -214193.091935
  nChanged 39
		SP:Iteration 8Q (93096.170000 sec): 3 clusters
  Score: Raw -216724.856358 + Penalty 2511.448911 = -214213.407448
  nChanged 30
		SP:Iteration 9Q (93096.210000 sec): 3 clusters
  Score: Raw -216740.850033 + Penalty 2511.448911 = -214229.401122
  nChanged 29
		SP:Iteration 10Q (93096.260000 sec): 3 clusters
  Score: Raw -216756.971711 + Penalty 2511.448911 = -214245.522800
  nChanged 22
		SP:Iteration 11Q (93096.300000 sec): 3 clusters
  Score: Raw -216768.211871 + Penalty 2511.448911 = -214256.762960
  nChanged 21
		SP:Iteration 12Q (93096.340000 sec): 3 clusters
  Score: Raw -216781.665498 + Penalty 2511.448911 = -214270.216587
  nChanged 17
		SP:Iteration 13Q (93096.390000 sec): 3 clusters
  Score: Raw -216794.941567 + Penalty 2511.448911 = -214283.492656
  nChanged 19
		SP:Iteration 14Q (93096.430000 sec): 3 clusters
  Score: Raw -216803.816650 + Penalty 2511.448911 = -214292.367739
  nChanged 12
		SP:Iteration 15Q (93096.470000 sec): 3 clusters
  Score: Raw -216809.725387 + Penalty 2511.448911 = -214298.276476
  nChanged 5
		SP:Iteration 16Q (93096.520000 sec): 3 clusters
  Score: Raw -216813.527458 + Penalty 2511.448911 = -214302.078547
  nChanged 7
		SP:Iteration 17Q (93096.560000 sec): 3 clusters
  Score: Raw -216815.906152 + Penalty 2511.448911 = -214304.457241
  nChanged 5
		SP:Iteration 18Q (93096.600000 sec): 3 clusters
  Score: Raw -216817.582158 + Penalty 2511.448911 = -214306.133247
  nChanged 8
		SP:Iteration 19Q (93096.650000 sec): 3 clusters
  Score: Raw -216821.719422 + Penalty 2511.448911 = -214310.270511
  nChanged 11
		SP:Iteration 20F (93096.690000 sec): 3 clusters
  Score: Raw -216826.269885 + Penalty 2511.448911 = -214314.820974
  nChanged 9
		SP:Iteration 21Q (93096.730000 sec): 3 clusters
  Score: Raw -216830.175757 + Penalty 2511.448911 = -214318.726846
  nChanged 9
		SP:Iteration 22Q (93096.780000 sec): 3 clusters
  Score: Raw -216834.802691 + Penalty 2511.448911 = -214323.353780
  nChanged 7
		SP:Iteration 23Q (93096.820000 sec): 3 clusters
  Score: Raw -216838.510851 + Penalty 2511.448911 = -214327.061940
  nChanged 5
		SP:Iteration 24Q (93096.870000 sec): 3 clusters
  Score: Raw -216840.572005 + Penalty 2511.448911 = -214329.123094
  nChanged 2
		SP:Iteration 25Q (93096.910000 sec): 3 clusters
  Score: Raw -216841.546777 + Penalty 2511.448911 = -214330.097866
  nChanged 2
		SP:Iteration 26Q (93096.950000 sec): 3 clusters
  Score: Raw -216842.104218 + Penalty 2511.448911 = -214330.655308
  nChanged 1
		SP:Iteration 27Q (93096.990000 sec): 3 clusters
  Score: Raw -216842.700788 + Penalty 2511.448911 = -214331.251877
  nChanged 2
		SP:Iteration 28Q (93097.040000 sec): 3 clusters
  Score: Raw -216843.162436 + Penalty 2511.448911 = -214331.713525
  nChanged 1
		SP:Iteration 29Q (93097.080000 sec): 3 clusters
  Score: Raw -216843.333529 + Penalty 2511.448911 = -214331.884619
  nChanged 1
		SP:Iteration 30Q (93097.130000 sec): 3 clusters
  Score: Raw -216843.532138 + Penalty 2511.448911 = -214332.083227
  nChanged 0
		SP:Iteration 31F (93097.170000 sec): 3 clusters
  Score: Raw -216843.532138 + Penalty 2511.448911 = -214332.083227
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 65 (8613 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (93097.270000 sec): 2 clusters
  Score: Raw -695938.309728 + Penalty 1472.417045 = -694465.892683
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (93097.430000 sec): 3 clusters
  Score: Raw -691109.820613 + Penalty 2944.834090 = -688164.986523
  nChanged 3698
		SP:Iteration 1F (93097.580000 sec): 3 clusters
  Score: Raw -693329.718169 + Penalty 2944.834090 = -690384.884079
  nChanged 659
		SP:Iteration 2F (93097.710000 sec): 3 clusters
  Score: Raw -693779.941018 + Penalty 2944.834090 = -690835.106928
  nChanged 591
		SP:Iteration 3F (93097.850000 sec): 3 clusters
  Score: Raw -694157.307016 + Penalty 2944.834090 = -691212.472926
  nChanged 519
		SP:Iteration 4F (93097.990000 sec): 3 clusters
  Score: Raw -694466.701859 + Penalty 2944.834090 = -691521.867769
  nChanged 412
		SP:Iteration 5Q (93098.120000 sec): 3 clusters
  Score: Raw -694689.772247 + Penalty 2944.834090 = -691744.938157
  nChanged 402
		SP:Iteration 6Q (93098.250000 sec): 3 clusters
  Score: Raw -694945.984940 + Penalty 2944.834090 = -692001.150850
  nChanged 427
		SP:Iteration 7Q (93098.380000 sec): 3 clusters
  Score: Raw -695262.701209 + Penalty 2944.834090 = -692317.867119
  nChanged 389
		SP:Iteration 8Q (93098.530000 sec): 3 clusters
  Score: Raw -695559.424377 + Penalty 2944.834090 = -692614.590287
  nChanged 340
		SP:Iteration 9Q (93098.670000 sec): 3 clusters
  Score: Raw -695782.282336 + Penalty 2944.834090 = -692837.448246
  nChanged 255
		SP:Iteration 10Q (93098.810000 sec): 3 clusters
  Score: Raw -695917.863548 + Penalty 2944.834090 = -692973.029458
  nChanged 219
		SP:Iteration 11Q (93098.950000 sec): 3 clusters
  Score: Raw -696023.609065 + Penalty 2944.834090 = -693078.774975
  nChanged 198
		SP:Iteration 12Q (93099.080000 sec): 3 clusters
  Score: Raw -696108.047159 + Penalty 2944.834090 = -693163.213069
  nChanged 151
		SP:Iteration 13Q (93099.210000 sec): 3 clusters
  Score: Raw -696165.989369 + Penalty 2944.834090 = -693221.155279
  nChanged 128
		SP:Iteration 14Q (93099.340000 sec): 3 clusters
  Score: Raw -696209.487820 + Penalty 2944.834090 = -693264.653731
  nChanged 98
		SP:Iteration 15Q (93099.480000 sec): 3 clusters
  Score: Raw -696245.059768 + Penalty 2944.834090 = -693300.225678
  nChanged 97
		SP:Iteration 16Q (93099.620000 sec): 3 clusters
  Score: Raw -696273.503201 + Penalty 2944.834090 = -693328.669111
  nChanged 83
		SP:Iteration 17Q (93099.750000 sec): 3 clusters
  Score: Raw -696299.662555 + Penalty 2944.834090 = -693354.828465
  nChanged 82
		SP:Iteration 18Q (93099.890000 sec): 3 clusters
  Score: Raw -696326.032368 + Penalty 2944.834090 = -693381.198279
  nChanged 79
		SP:Iteration 19Q (93100.040000 sec): 3 clusters
  Score: Raw -696351.083655 + Penalty 2944.834090 = -693406.249565
  nChanged 67
		SP:Iteration 20F (93100.170000 sec): 3 clusters
  Score: Raw -696374.239897 + Penalty 2944.834090 = -693429.405808
  nChanged 67
		SP:Iteration 21Q (93100.290000 sec): 3 clusters
  Score: Raw -696393.776567 + Penalty 2944.834090 = -693448.942477
  nChanged 66
		SP:Iteration 22Q (93100.430000 sec): 3 clusters
  Score: Raw -696411.270158 + Penalty 2944.834090 = -693466.436069
  nChanged 60
		SP:Iteration 23Q (93100.560000 sec): 3 clusters
  Score: Raw -696425.807108 + Penalty 2944.834090 = -693480.973018
  nChanged 53
		SP:Iteration 24Q (93100.700000 sec): 3 clusters
  Score: Raw -696436.596717 + Penalty 2944.834090 = -693491.762627
  nChanged 44
		SP:Iteration 25Q (93100.840000 sec): 3 clusters
  Score: Raw -696445.902622 + Penalty 2944.834090 = -693501.068532
  nChanged 25
		SP:Iteration 26Q (93100.980000 sec): 3 clusters
  Score: Raw -696450.732881 + Penalty 2944.834090 = -693505.898791
  nChanged 24
		SP:Iteration 27Q (93101.120000 sec): 3 clusters
  Score: Raw -696454.316010 + Penalty 2944.834090 = -693509.481920
  nChanged 16
		SP:Iteration 28Q (93101.250000 sec): 3 clusters
  Score: Raw -696457.402582 + Penalty 2944.834090 = -693512.568492
  nChanged 18
		SP:Iteration 29Q (93101.370000 sec): 3 clusters
  Score: Raw -696460.391065 + Penalty 2944.834090 = -693515.556975
  nChanged 11
		SP:Iteration 30Q (93101.500000 sec): 3 clusters
  Score: Raw -696461.731079 + Penalty 2944.834090 = -693516.896989
  nChanged 8
		SP:Iteration 31Q (93101.640000 sec): 3 clusters
  Score: Raw -696463.057205 + Penalty 2944.834090 = -693518.223115
  nChanged 11
		SP:Iteration 32Q (93101.780000 sec): 3 clusters
  Score: Raw -696464.472609 + Penalty 2944.834090 = -693519.638520
  nChanged 6
		SP:Iteration 33Q (93101.910000 sec): 3 clusters
  Score: Raw -696465.076051 + Penalty 2944.834090 = -693520.241961
  nChanged 4
		SP:Iteration 34Q (93102.050000 sec): 3 clusters
  Score: Raw -696465.605342 + Penalty 2944.834090 = -693520.771252
  nChanged 8
		SP:Iteration 35Q (93102.190000 sec): 3 clusters
  Score: Raw -696466.801503 + Penalty 2944.834090 = -693521.967414
  nChanged 9
		SP:Iteration 36Q (93102.330000 sec): 3 clusters
  Score: Raw -696468.569044 + Penalty 2944.834090 = -693523.734954
  nChanged 10
		SP:Iteration 37Q (93102.460000 sec): 3 clusters
  Score: Raw -696471.368039 + Penalty 2944.834090 = -693526.533949
  nChanged 18
		SP:Iteration 38Q (93102.580000 sec): 3 clusters
  Score: Raw -696475.038067 + Penalty 2944.834090 = -693530.203978
  nChanged 11
		SP:Iteration 39Q (93102.710000 sec): 3 clusters
  Score: Raw -696476.990856 + Penalty 2944.834090 = -693532.156766
  nChanged 15
		SP:Iteration 40F (93102.850000 sec): 3 clusters
  Score: Raw -696478.538995 + Penalty 2944.834090 = -693533.704905
  nChanged 6
		SP:Iteration 41Q (93102.990000 sec): 3 clusters
  Score: Raw -696478.975952 + Penalty 2944.834090 = -693534.141862
  nChanged 4
		SP:Iteration 42Q (93103.130000 sec): 3 clusters
  Score: Raw -696479.479360 + Penalty 2944.834090 = -693534.645270
  nChanged 5
		SP:Iteration 43Q (93103.270000 sec): 3 clusters
  Score: Raw -696479.835984 + Penalty 2944.834090 = -693535.001895
  nChanged 0
		SP:Iteration 44F (93103.410000 sec): 3 clusters
  Score: Raw -696479.835984 + Penalty 2944.834090 = -693535.001895
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 66 (1001 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (93103.470000 sec): 2 clusters
  Score: Raw -89539.877766 + Penalty 1122.672652 = -88417.205114
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (93103.490000 sec): 3 clusters
  Score: Raw -89222.509169 + Penalty 2245.345303 = -86977.163866
  nChanged 287
		SP:Iteration 1F (93103.510000 sec): 3 clusters
  Score: Raw -89452.983266 + Penalty 2245.345303 = -87207.637963
  nChanged 69
		SP:Iteration 2F (93103.530000 sec): 3 clusters
  Score: Raw -89533.503586 + Penalty 2245.345303 = -87288.158282
  nChanged 42
		SP:Iteration 3Q (93103.550000 sec): 3 clusters
  Score: Raw -89572.664909 + Penalty 2245.345303 = -87327.319606
  nChanged 22
		SP:Iteration 4Q (93103.570000 sec): 3 clusters
  Score: Raw -89591.632988 + Penalty 2245.345303 = -87346.287685
  nChanged 17
		SP:Iteration 5Q (93103.590000 sec): 3 clusters
  Score: Raw -89606.538603 + Penalty 2245.345303 = -87361.193300
  nChanged 14
		SP:Iteration 6Q (93103.610000 sec): 3 clusters
  Score: Raw -89621.597709 + Penalty 2245.345303 = -87376.252405
  nChanged 6
		SP:Iteration 7Q (93103.630000 sec): 3 clusters
  Score: Raw -89625.658195 + Penalty 2245.345303 = -87380.312892
  nChanged 4
		SP:Iteration 8Q (93103.650000 sec): 3 clusters
  Score: Raw -89627.612868 + Penalty 2245.345303 = -87382.267565
  nChanged 1
		SP:Iteration 9Q (93103.670000 sec): 3 clusters
  Score: Raw -89628.602679 + Penalty 2245.345303 = -87383.257376
  nChanged 2
		SP:Iteration 10Q (93103.690000 sec): 3 clusters
  Score: Raw -89630.568489 + Penalty 2245.345303 = -87385.223185
  nChanged 3
		SP:Iteration 11Q (93103.710000 sec): 3 clusters
  Score: Raw -89633.031911 + Penalty 2245.345303 = -87387.686608
  nChanged 3
		SP:Iteration 12Q (93103.730000 sec): 3 clusters
  Score: Raw -89635.389825 + Penalty 2245.345303 = -87390.044522
  nChanged 5
		SP:Iteration 13Q (93103.750000 sec): 3 clusters
  Score: Raw -89639.046964 + Penalty 2245.345303 = -87393.701661
  nChanged 3
		SP:Iteration 14Q (93103.770000 sec): 3 clusters
  Score: Raw -89641.450430 + Penalty 2245.345303 = -87396.105127
  nChanged 2
		SP:Iteration 15Q (93103.790000 sec): 3 clusters
  Score: Raw -89643.088573 + Penalty 2245.345303 = -87397.743270
  nChanged 3
		SP:Iteration 16Q (93103.810000 sec): 3 clusters
  Score: Raw -89644.922875 + Penalty 2245.345303 = -87399.577572
  nChanged 4
		SP:Iteration 17Q (93103.830000 sec): 3 clusters
  Score: Raw -89647.725820 + Penalty 2245.345303 = -87402.380517
  nChanged 4
		SP:Iteration 18Q (93103.850000 sec): 3 clusters
  Score: Raw -89652.409376 + Penalty 2245.345303 = -87407.064073
  nChanged 2
		SP:Iteration 19Q (93103.870000 sec): 3 clusters
  Score: Raw -89653.429080 + Penalty 2245.345303 = -87408.083777
  nChanged 0
		SP:Iteration 20F (93103.890000 sec): 3 clusters
  Score: Raw -89653.429080 + Penalty 2245.345303 = -87408.083777
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 67 (4329 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (93103.970000 sec): 2 clusters
  Score: Raw -356695.688081 + Penalty 1360.627425 = -355335.060655
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (93104.050000 sec): 3 clusters
  Score: Raw -354503.342043 + Penalty 2721.254850 = -351782.087192
  nChanged 1708
		SP:Iteration 1F (93104.140000 sec): 3 clusters
  Score: Raw -355495.551858 + Penalty 2721.254850 = -352774.297008
  nChanged 341
		SP:Iteration 2F (93104.220000 sec): 3 clusters
  Score: Raw -355743.786321 + Penalty 2721.254850 = -353022.531471
  nChanged 285
		SP:Iteration 3F (93104.300000 sec): 3 clusters
  Score: Raw -355925.950604 + Penalty 2721.254850 = -353204.695754
  nChanged 216
		SP:Iteration 4Q (93104.380000 sec): 3 clusters
  Score: Raw -356059.392803 + Penalty 2721.254850 = -353338.137952
  nChanged 203
		SP:Iteration 5Q (93104.460000 sec): 3 clusters
  Score: Raw -356193.955416 + Penalty 2721.254850 = -353472.700566
  nChanged 164
		SP:Iteration 6Q (93104.540000 sec): 3 clusters
  Score: Raw -356304.838412 + Penalty 2721.254850 = -353583.583562
  nChanged 150
		SP:Iteration 7Q (93104.620000 sec): 3 clusters
  Score: Raw -356412.087639 + Penalty 2721.254850 = -353690.832788
  nChanged 156
		SP:Iteration 8Q (93104.700000 sec): 3 clusters
  Score: Raw -356506.619912 + Penalty 2721.254850 = -353785.365061
  nChanged 119
		SP:Iteration 9Q (93104.780000 sec): 3 clusters
  Score: Raw -356572.865825 + Penalty 2721.254850 = -353851.610975
  nChanged 95
		SP:Iteration 10Q (93104.860000 sec): 3 clusters
  Score: Raw -356620.078088 + Penalty 2721.254850 = -353898.823238
  nChanged 91
		SP:Iteration 11Q (93104.940000 sec): 3 clusters
  Score: Raw -356668.815738 + Penalty 2721.254850 = -353947.560888
  nChanged 81
		SP:Iteration 12Q (93105.020000 sec): 3 clusters
  Score: Raw -356710.395158 + Penalty 2721.254850 = -353989.140308
  nChanged 82
		SP:Iteration 13Q (93105.100000 sec): 3 clusters
  Score: Raw -356757.467899 + Penalty 2721.254850 = -354036.213048
  nChanged 87
		SP:Iteration 14Q (93105.180000 sec): 3 clusters
  Score: Raw -356801.725335 + Penalty 2721.254850 = -354080.470484
  nChanged 69
		SP:Iteration 15Q (93105.260000 sec): 3 clusters
  Score: Raw -356835.785742 + Penalty 2721.254850 = -354114.530892
  nChanged 63
		SP:Iteration 16Q (93105.340000 sec): 3 clusters
  Score: Raw -356865.610039 + Penalty 2721.254850 = -354144.355188
  nChanged 66
		SP:Iteration 17Q (93105.420000 sec): 3 clusters
  Score: Raw -356897.274482 + Penalty 2721.254850 = -354176.019632
  nChanged 56
		SP:Iteration 18Q (93105.500000 sec): 3 clusters
  Score: Raw -356923.261529 + Penalty 2721.254850 = -354202.006679
  nChanged 47
		SP:Iteration 19Q (93105.580000 sec): 3 clusters
  Score: Raw -356941.941388 + Penalty 2721.254850 = -354220.686538
  nChanged 42
		SP:Iteration 20F (93105.650000 sec): 3 clusters
  Score: Raw -356959.015099 + Penalty 2721.254850 = -354237.760248
  nChanged 34
		SP:Iteration 21Q (93105.730000 sec): 3 clusters
  Score: Raw -356973.988506 + Penalty 2721.254850 = -354252.733656
  nChanged 32
		SP:Iteration 22Q (93105.810000 sec): 3 clusters
  Score: Raw -356988.093371 + Penalty 2721.254850 = -354266.838520
  nChanged 29
		SP:Iteration 23Q (93105.890000 sec): 3 clusters
  Score: Raw -357000.959372 + Penalty 2721.254850 = -354279.704522
  nChanged 24
		SP:Iteration 24Q (93105.970000 sec): 3 clusters
  Score: Raw -357011.260457 + Penalty 2721.254850 = -354290.005606
  nChanged 23
		SP:Iteration 25Q (93106.050000 sec): 3 clusters
  Score: Raw -357019.445776 + Penalty 2721.254850 = -354298.190925
  nChanged 16
		SP:Iteration 26Q (93106.130000 sec): 3 clusters
  Score: Raw -357024.115376 + Penalty 2721.254850 = -354302.860526
  nChanged 11
		SP:Iteration 27Q (93106.210000 sec): 3 clusters
  Score: Raw -357026.900971 + Penalty 2721.254850 = -354305.646121
  nChanged 8
		SP:Iteration 28Q (93106.290000 sec): 3 clusters
  Score: Raw -357028.994200 + Penalty 2721.254850 = -354307.739349
  nChanged 9
		SP:Iteration 29Q (93106.370000 sec): 3 clusters
  Score: Raw -357032.778127 + Penalty 2721.254850 = -354311.523277
  nChanged 16
		SP:Iteration 30Q (93106.440000 sec): 3 clusters
  Score: Raw -357039.626597 + Penalty 2721.254850 = -354318.371747
  nChanged 17
		SP:Iteration 31Q (93106.520000 sec): 3 clusters
  Score: Raw -357046.167590 + Penalty 2721.254850 = -354324.912740
  nChanged 18
		SP:Iteration 32Q (93106.600000 sec): 3 clusters
  Score: Raw -357052.737500 + Penalty 2721.254850 = -354331.482650
  nChanged 18
		SP:Iteration 33Q (93106.680000 sec): 3 clusters
  Score: Raw -357059.184677 + Penalty 2721.254850 = -354337.929826
  nChanged 14
		SP:Iteration 34Q (93106.760000 sec): 3 clusters
  Score: Raw -357066.584598 + Penalty 2721.254850 = -354345.329748
  nChanged 24
		SP:Iteration 35Q (93106.840000 sec): 3 clusters
  Score: Raw -357075.035533 + Penalty 2721.254850 = -354353.780683
  nChanged 17
		SP:Iteration 36Q (93106.920000 sec): 3 clusters
  Score: Raw -357081.341345 + Penalty 2721.254850 = -354360.086495
  nChanged 20
		SP:Iteration 37Q (93107.000000 sec): 3 clusters
  Score: Raw -357089.733885 + Penalty 2721.254850 = -354368.479035
  nChanged 21
		SP:Iteration 38Q (93107.080000 sec): 3 clusters
  Score: Raw -357103.303498 + Penalty 2721.254850 = -354382.048648
  nChanged 19
		SP:Iteration 39Q (93107.160000 sec): 3 clusters
  Score: Raw -357113.041532 + Penalty 2721.254850 = -354391.786681
  nChanged 17
		SP:Iteration 40F (93107.230000 sec): 3 clusters
  Score: Raw -357121.099709 + Penalty 2721.254850 = -354399.844859
  nChanged 17
		SP:Iteration 41Q (93107.310000 sec): 3 clusters
  Score: Raw -357128.225791 + Penalty 2721.254850 = -354406.970941
  nChanged 14
		SP:Iteration 42Q (93107.390000 sec): 3 clusters
  Score: Raw -357134.367059 + Penalty 2721.254850 = -354413.112209
  nChanged 12
		SP:Iteration 43Q (93107.470000 sec): 3 clusters
  Score: Raw -357141.635201 + Penalty 2721.254850 = -354420.380350
  nChanged 19
		SP:Iteration 44Q (93107.550000 sec): 3 clusters
  Score: Raw -357159.114915 + Penalty 2721.254850 = -354437.860064
  nChanged 22
		SP:Iteration 45Q (93107.620000 sec): 3 clusters
  Score: Raw -357185.400753 + Penalty 2721.254850 = -354464.145903
  nChanged 25
		SP:Iteration 46Q (93107.700000 sec): 3 clusters
  Score: Raw -357204.412354 + Penalty 2721.254850 = -354483.157504
  nChanged 15
		SP:Iteration 47Q (93107.780000 sec): 3 clusters
  Score: Raw -357215.113512 + Penalty 2721.254850 = -354493.858662
  nChanged 24
		SP:Iteration 48Q (93107.860000 sec): 3 clusters
  Score: Raw -357231.770116 + Penalty 2721.254850 = -354510.515265
  nChanged 19
		SP:Iteration 49Q (93107.940000 sec): 3 clusters
  Score: Raw -357246.192939 + Penalty 2721.254850 = -354524.938089
  nChanged 22
		SP:Iteration 50Q (93108.010000 sec): 3 clusters
  Score: Raw -357261.654917 + Penalty 2721.254850 = -354540.400067
  nChanged 18
		SP:Iteration 51Q (93108.090000 sec): 3 clusters
  Score: Raw -357271.011718 + Penalty 2721.254850 = -354549.756867
  nChanged 14
		SP:Iteration 52Q (93108.170000 sec): 3 clusters
  Score: Raw -357277.708201 + Penalty 2721.254850 = -354556.453350
  nChanged 10
		SP:Iteration 53Q (93108.250000 sec): 3 clusters
  Score: Raw -357281.846756 + Penalty 2721.254850 = -354560.591905
  nChanged 10
		SP:Iteration 54Q (93108.320000 sec): 3 clusters
  Score: Raw -357286.081740 + Penalty 2721.254850 = -354564.826889
  nChanged 3
		SP:Iteration 55Q (93108.400000 sec): 3 clusters
  Score: Raw -357287.279844 + Penalty 2721.254850 = -354566.024993
  nChanged 4
		SP:Iteration 56Q (93108.490000 sec): 3 clusters
  Score: Raw -357289.351407 + Penalty 2721.254850 = -354568.096557
  nChanged 5
		SP:Iteration 57Q (93108.560000 sec): 3 clusters
  Score: Raw -357291.532662 + Penalty 2721.254850 = -354570.277811
  nChanged 8
		SP:Iteration 58Q (93108.640000 sec): 3 clusters
  Score: Raw -357295.502265 + Penalty 2721.254850 = -354574.247415
  nChanged 6
		SP:Iteration 59Q (93108.720000 sec): 3 clusters
  Score: Raw -357300.195186 + Penalty 2721.254850 = -354578.940336
  nChanged 4
		SP:Iteration 60F (93108.800000 sec): 3 clusters
  Score: Raw -357302.247435 + Penalty 2721.254850 = -354580.992585
  nChanged 4
		SP:Iteration 61Q (93108.870000 sec): 3 clusters
  Score: Raw -357306.432137 + Penalty 2721.254850 = -354585.177286
  nChanged 6
		SP:Iteration 62Q (93108.950000 sec): 3 clusters
  Score: Raw -357309.047698 + Penalty 2721.254850 = -354587.792847
  nChanged 3
		SP:Iteration 63Q (93109.030000 sec): 3 clusters
  Score: Raw -357310.419668 + Penalty 2721.254850 = -354589.164818
  nChanged 2
		SP:Iteration 64Q (93109.110000 sec): 3 clusters
  Score: Raw -357311.135200 + Penalty 2721.254850 = -354589.880349
  nChanged 2
		SP:Iteration 65Q (93109.180000 sec): 3 clusters
  Score: Raw -357311.607144 + Penalty 2721.254850 = -354590.352293
  nChanged 1
		SP:Iteration 66Q (93109.260000 sec): 3 clusters
  Score: Raw -357312.026547 + Penalty 2721.254850 = -354590.771696
  nChanged 2
		SP:Iteration 67Q (93109.340000 sec): 3 clusters
  Score: Raw -357312.814542 + Penalty 2721.254850 = -354591.559691
  nChanged 3
		SP:Iteration 68Q (93109.410000 sec): 3 clusters
  Score: Raw -357313.653778 + Penalty 2721.254850 = -354592.398927
  nChanged 5
		SP:Iteration 69Q (93109.490000 sec): 3 clusters
  Score: Raw -357315.733755 + Penalty 2721.254850 = -354594.478905
  nChanged 4
		SP:Iteration 70Q (93109.570000 sec): 3 clusters
  Score: Raw -357317.202164 + Penalty 2721.254850 = -354595.947313
  nChanged 2
		SP:Iteration 71Q (93109.650000 sec): 3 clusters
  Score: Raw -357318.054658 + Penalty 2721.254850 = -354596.799808
  nChanged 4
		SP:Iteration 72Q (93109.720000 sec): 3 clusters
  Score: Raw -357319.771232 + Penalty 2721.254850 = -354598.516381
  nChanged 4
		SP:Iteration 73Q (93109.800000 sec): 3 clusters
  Score: Raw -357321.740636 + Penalty 2721.254850 = -354600.485786
  nChanged 7
		SP:Iteration 74Q (93109.880000 sec): 3 clusters
  Score: Raw -357327.753366 + Penalty 2721.254850 = -354606.498516
  nChanged 10
		SP:Iteration 75Q (93109.960000 sec): 3 clusters
  Score: Raw -357333.795137 + Penalty 2721.254850 = -354612.540287
  nChanged 13
		SP:Iteration 76Q (93110.030000 sec): 3 clusters
  Score: Raw -357341.103360 + Penalty 2721.254850 = -354619.848509
  nChanged 15
		SP:Iteration 77Q (93110.110000 sec): 3 clusters
  Score: Raw -357348.270521 + Penalty 2721.254850 = -354627.015671
  nChanged 9
		SP:Iteration 78Q (93110.180000 sec): 3 clusters
  Score: Raw -357353.619027 + Penalty 2721.254850 = -354632.364177
  nChanged 12
		SP:Iteration 79Q (93110.270000 sec): 3 clusters
  Score: Raw -357359.465811 + Penalty 2721.254850 = -354638.210961
  nChanged 9
		SP:Iteration 80F (93110.350000 sec): 3 clusters
  Score: Raw -357364.463199 + Penalty 2721.254850 = -354643.208348
  nChanged 8
		SP:Iteration 81Q (93110.420000 sec): 3 clusters
  Score: Raw -357368.970842 + Penalty 2721.254850 = -354647.715992
  nChanged 6
		SP:Iteration 82Q (93110.500000 sec): 3 clusters
  Score: Raw -357371.561116 + Penalty 2721.254850 = -354650.306265
  nChanged 6
		SP:Iteration 83Q (93110.580000 sec): 3 clusters
  Score: Raw -357373.701776 + Penalty 2721.254850 = -354652.446926
  nChanged 5
		SP:Iteration 84Q (93110.660000 sec): 3 clusters
  Score: Raw -357375.462369 + Penalty 2721.254850 = -354654.207518
  nChanged 3
		SP:Iteration 85Q (93110.730000 sec): 3 clusters
  Score: Raw -357376.630826 + Penalty 2721.254850 = -354655.375975
  nChanged 1
		SP:Iteration 86Q (93110.810000 sec): 3 clusters
  Score: Raw -357377.097843 + Penalty 2721.254850 = -354655.842993
  nChanged 1
		SP:Iteration 87Q (93110.880000 sec): 3 clusters
  Score: Raw -357377.372511 + Penalty 2721.254850 = -354656.117661
  nChanged 0
		SP:Iteration 88F (93110.960000 sec): 3 clusters
  Score: Raw -357377.372511 + Penalty 2721.254850 = -354656.117661
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 68 (7856 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (93111.070000 sec): 2 clusters
  Score: Raw -640612.784146 + Penalty 1457.467838 = -639155.316308
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (93111.190000 sec): 3 clusters
  Score: Raw -636287.066211 + Penalty 2914.935676 = -633372.130534
  nChanged 3334
		SP:Iteration 1F (93111.310000 sec): 3 clusters
  Score: Raw -638419.563046 + Penalty 2914.935676 = -635504.627370
  nChanged 698
		SP:Iteration 2F (93111.420000 sec): 3 clusters
  Score: Raw -639006.807005 + Penalty 2914.935676 = -636091.871329
  nChanged 617
		SP:Iteration 3F (93111.540000 sec): 3 clusters
  Score: Raw -639531.904053 + Penalty 2914.935676 = -636616.968377
  nChanged 555
		SP:Iteration 4F (93111.660000 sec): 3 clusters
  Score: Raw -640007.834821 + Penalty 2914.935676 = -637092.899144
  nChanged 485
		SP:Iteration 5F (93111.780000 sec): 3 clusters
  Score: Raw -640385.089564 + Penalty 2914.935676 = -637470.153888
  nChanged 380
		SP:Iteration 6Q (93111.900000 sec): 3 clusters
  Score: Raw -640636.554169 + Penalty 2914.935676 = -637721.618493
  nChanged 289
		SP:Iteration 7Q (93112.020000 sec): 3 clusters
  Score: Raw -640791.175027 + Penalty 2914.935676 = -637876.239351
  nChanged 205
		SP:Iteration 8Q (93112.140000 sec): 3 clusters
  Score: Raw -640885.268588 + Penalty 2914.935676 = -637970.332912
  nChanged 149
		SP:Iteration 9Q (93112.260000 sec): 3 clusters
  Score: Raw -640952.175569 + Penalty 2914.935676 = -638037.239893
  nChanged 121
		SP:Iteration 10Q (93112.380000 sec): 3 clusters
  Score: Raw -640997.151707 + Penalty 2914.935676 = -638082.216031
  nChanged 103
		SP:Iteration 11Q (93112.510000 sec): 3 clusters
  Score: Raw -641032.367728 + Penalty 2914.935676 = -638117.432052
  nChanged 69
		SP:Iteration 12Q (93112.630000 sec): 3 clusters
  Score: Raw -641050.318011 + Penalty 2914.935676 = -638135.382335
  nChanged 66
		SP:Iteration 13Q (93112.760000 sec): 3 clusters
  Score: Raw -641067.434999 + Penalty 2914.935676 = -638152.499322
  nChanged 51
		SP:Iteration 14Q (93112.880000 sec): 3 clusters
  Score: Raw -641078.139595 + Penalty 2914.935676 = -638163.203919
  nChanged 36
		SP:Iteration 15Q (93113.000000 sec): 3 clusters
  Score: Raw -641085.515853 + Penalty 2914.935676 = -638170.580177
  nChanged 18
		SP:Iteration 16Q (93113.130000 sec): 3 clusters
  Score: Raw -641089.231843 + Penalty 2914.935676 = -638174.296167
  nChanged 25
		SP:Iteration 17Q (93113.260000 sec): 3 clusters
  Score: Raw -641094.492567 + Penalty 2914.935676 = -638179.556891
  nChanged 24
		SP:Iteration 18Q (93113.380000 sec): 3 clusters
  Score: Raw -641098.891511 + Penalty 2914.935676 = -638183.955835
  nChanged 24
		SP:Iteration 19Q (93113.510000 sec): 3 clusters
  Score: Raw -641102.976383 + Penalty 2914.935676 = -638188.040706
  nChanged 23
		SP:Iteration 20F (93113.640000 sec): 3 clusters
  Score: Raw -641107.711356 + Penalty 2914.935676 = -638192.775679
  nChanged 26
		SP:Iteration 21Q (93113.760000 sec): 3 clusters
  Score: Raw -641112.817093 + Penalty 2914.935676 = -638197.881417
  nChanged 19
		SP:Iteration 22Q (93113.890000 sec): 3 clusters
  Score: Raw -641116.206639 + Penalty 2914.935676 = -638201.270963
  nChanged 14
		SP:Iteration 23Q (93114.010000 sec): 3 clusters
  Score: Raw -641118.128578 + Penalty 2914.935676 = -638203.192902
  nChanged 9
		SP:Iteration 24Q (93114.140000 sec): 3 clusters
  Score: Raw -641119.219131 + Penalty 2914.935676 = -638204.283454
  nChanged 12
		SP:Iteration 25Q (93114.260000 sec): 3 clusters
  Score: Raw -641121.289226 + Penalty 2914.935676 = -638206.353550
  nChanged 10
		SP:Iteration 26Q (93114.390000 sec): 3 clusters
  Score: Raw -641122.226194 + Penalty 2914.935676 = -638207.290518
  nChanged 9
		SP:Iteration 27Q (93114.520000 sec): 3 clusters
  Score: Raw -641123.481285 + Penalty 2914.935676 = -638208.545609
  nChanged 4
		SP:Iteration 28Q (93114.640000 sec): 3 clusters
  Score: Raw -641123.880903 + Penalty 2914.935676 = -638208.945226
  nChanged 3
		SP:Iteration 29Q (93114.770000 sec): 3 clusters
  Score: Raw -641124.431863 + Penalty 2914.935676 = -638209.496187
  nChanged 9
		SP:Iteration 30Q (93114.900000 sec): 3 clusters
  Score: Raw -641125.994471 + Penalty 2914.935676 = -638211.058794
  nChanged 14
		SP:Iteration 31Q (93115.020000 sec): 3 clusters
  Score: Raw -641128.779167 + Penalty 2914.935676 = -638213.843491
  nChanged 14
		SP:Iteration 32Q (93115.150000 sec): 3 clusters
  Score: Raw -641130.778735 + Penalty 2914.935676 = -638215.843059
  nChanged 12
		SP:Iteration 33Q (93115.270000 sec): 3 clusters
  Score: Raw -641132.839632 + Penalty 2914.935676 = -638217.903956
  nChanged 10
		SP:Iteration 34Q (93115.400000 sec): 3 clusters
  Score: Raw -641134.223725 + Penalty 2914.935676 = -638219.288048
  nChanged 9
		SP:Iteration 35Q (93115.520000 sec): 3 clusters
  Score: Raw -641135.507327 + Penalty 2914.935676 = -638220.571651
  nChanged 5
		SP:Iteration 36Q (93115.650000 sec): 3 clusters
  Score: Raw -641136.235480 + Penalty 2914.935676 = -638221.299803
  nChanged 8
		SP:Iteration 37Q (93115.780000 sec): 3 clusters
  Score: Raw -641137.700683 + Penalty 2914.935676 = -638222.765006
  nChanged 12
		SP:Iteration 38Q (93115.900000 sec): 3 clusters
  Score: Raw -641139.460029 + Penalty 2914.935676 = -638224.524353
  nChanged 11
		SP:Iteration 39Q (93116.020000 sec): 3 clusters
  Score: Raw -641142.053762 + Penalty 2914.935676 = -638227.118085
  nChanged 10
		SP:Iteration 40F (93116.140000 sec): 3 clusters
  Score: Raw -641143.241140 + Penalty 2914.935676 = -638228.305464
  nChanged 7
		SP:Iteration 41Q (93116.260000 sec): 3 clusters
  Score: Raw -641143.934147 + Penalty 2914.935676 = -638228.998471
  nChanged 6
		SP:Iteration 42Q (93116.380000 sec): 3 clusters
  Score: Raw -641144.777874 + Penalty 2914.935676 = -638229.842198
  nChanged 7
		SP:Iteration 43Q (93116.500000 sec): 3 clusters
  Score: Raw -641145.495212 + Penalty 2914.935676 = -638230.559536
  nChanged 4
		SP:Iteration 44Q (93116.630000 sec): 3 clusters
  Score: Raw -641146.418713 + Penalty 2914.935676 = -638231.483037
  nChanged 5
		SP:Iteration 45Q (93116.740000 sec): 3 clusters
  Score: Raw -641146.967121 + Penalty 2914.935676 = -638232.031445
  nChanged 8
		SP:Iteration 46Q (93116.860000 sec): 3 clusters
  Score: Raw -641148.243171 + Penalty 2914.935676 = -638233.307494
  nChanged 7
		SP:Iteration 47Q (93116.980000 sec): 3 clusters
  Score: Raw -641149.019635 + Penalty 2914.935676 = -638234.083958
  nChanged 4
		SP:Iteration 48Q (93117.100000 sec): 3 clusters
  Score: Raw -641149.381092 + Penalty 2914.935676 = -638234.445416
  nChanged 6
		SP:Iteration 49Q (93117.220000 sec): 3 clusters
  Score: Raw -641150.229485 + Penalty 2914.935676 = -638235.293809
  nChanged 3
		SP:Iteration 50Q (93117.350000 sec): 3 clusters
  Score: Raw -641150.611983 + Penalty 2914.935676 = -638235.676306
  nChanged 2
		SP:Iteration 51Q (93117.470000 sec): 3 clusters
  Score: Raw -641150.800400 + Penalty 2914.935676 = -638235.864724
  nChanged 1
		SP:Iteration 52Q (93117.590000 sec): 3 clusters
  Score: Raw -641151.087868 + Penalty 2914.935676 = -638236.152192
  nChanged 0
		SP:Iteration 53F (93117.710000 sec): 3 clusters
  Score: Raw -641151.087868 + Penalty 2914.935676 = -638236.152192
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 69 (2904 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (93117.780000 sec): 2 clusters
  Score: Raw -240704.065767 + Penalty 1295.749711 = -239408.316056
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (93117.840000 sec): 3 clusters
  Score: Raw -239383.385634 + Penalty 2591.499422 = -236791.886212
  nChanged 1102
		SP:Iteration 1F (93117.890000 sec): 3 clusters
  Score: Raw -240138.305001 + Penalty 2591.499422 = -237546.805579
  nChanged 257
		SP:Iteration 2F (93117.940000 sec): 3 clusters
  Score: Raw -240326.003832 + Penalty 2591.499422 = -237734.504410
  nChanged 169
		SP:Iteration 3F (93118.000000 sec): 3 clusters
  Score: Raw -240470.459557 + Penalty 2591.499422 = -237878.960135
  nChanged 135
		SP:Iteration 4Q (93118.060000 sec): 3 clusters
  Score: Raw -240582.839206 + Penalty 2591.499422 = -237991.339784
  nChanged 121
		SP:Iteration 5Q (93118.110000 sec): 3 clusters
  Score: Raw -240697.051583 + Penalty 2591.499422 = -238105.552161
  nChanged 102
		SP:Iteration 6Q (93118.170000 sec): 3 clusters
  Score: Raw -240786.625547 + Penalty 2591.499422 = -238195.126125
  nChanged 93
		SP:Iteration 7Q (93118.220000 sec): 3 clusters
  Score: Raw -240860.319027 + Penalty 2591.499422 = -238268.819605
  nChanged 84
		SP:Iteration 8Q (93118.280000 sec): 3 clusters
  Score: Raw -240943.046691 + Penalty 2591.499422 = -238351.547268
  nChanged 84
		SP:Iteration 9Q (93118.330000 sec): 3 clusters
  Score: Raw -241044.407179 + Penalty 2591.499422 = -238452.907756
  nChanged 93
		SP:Iteration 10Q (93118.390000 sec): 3 clusters
  Score: Raw -241160.590571 + Penalty 2591.499422 = -238569.091149
  nChanged 84
		SP:Iteration 11Q (93118.440000 sec): 3 clusters
  Score: Raw -241252.436398 + Penalty 2591.499422 = -238660.936976
  nChanged 56
		SP:Iteration 12Q (93118.500000 sec): 3 clusters
  Score: Raw -241295.702571 + Penalty 2591.499422 = -238704.203149
  nChanged 51
		SP:Iteration 13Q (93118.550000 sec): 3 clusters
  Score: Raw -241333.769883 + Penalty 2591.499422 = -238742.270461
  nChanged 48
		SP:Iteration 14Q (93118.610000 sec): 3 clusters
  Score: Raw -241370.036844 + Penalty 2591.499422 = -238778.537421
  nChanged 31
		SP:Iteration 15Q (93118.660000 sec): 3 clusters
  Score: Raw -241392.076364 + Penalty 2591.499422 = -238800.576941
  nChanged 27
		SP:Iteration 16Q (93118.720000 sec): 3 clusters
  Score: Raw -241409.741836 + Penalty 2591.499422 = -238818.242414
  nChanged 26
		SP:Iteration 17Q (93118.770000 sec): 3 clusters
  Score: Raw -241425.155910 + Penalty 2591.499422 = -238833.656487
  nChanged 12
		SP:Iteration 18Q (93118.820000 sec): 3 clusters
  Score: Raw -241432.414220 + Penalty 2591.499422 = -238840.914798
  nChanged 13
		SP:Iteration 19Q (93118.880000 sec): 3 clusters
  Score: Raw -241438.794895 + Penalty 2591.499422 = -238847.295473
  nChanged 5
		SP:Iteration 20F (93118.930000 sec): 3 clusters
  Score: Raw -241441.156831 + Penalty 2591.499422 = -238849.657409
  nChanged 3
		SP:Iteration 21Q (93118.980000 sec): 3 clusters
  Score: Raw -241442.652076 + Penalty 2591.499422 = -238851.152654
  nChanged 3
		SP:Iteration 22Q (93119.040000 sec): 3 clusters
  Score: Raw -241444.055797 + Penalty 2591.499422 = -238852.556375
  nChanged 3
		SP:Iteration 23Q (93119.090000 sec): 3 clusters
  Score: Raw -241445.241443 + Penalty 2591.499422 = -238853.742021
  nChanged 2
		SP:Iteration 24Q (93119.150000 sec): 3 clusters
  Score: Raw -241445.895389 + Penalty 2591.499422 = -238854.395967
  nChanged 1
		SP:Iteration 25Q (93119.200000 sec): 3 clusters
  Score: Raw -241445.967129 + Penalty 2591.499422 = -238854.467707
  nChanged 1
		SP:Iteration 26Q (93119.260000 sec): 3 clusters
  Score: Raw -241446.238427 + Penalty 2591.499422 = -238854.739005
  nChanged 1
		SP:Iteration 27Q (93119.310000 sec): 3 clusters
  Score: Raw -241446.758912 + Penalty 2591.499422 = -238855.259490
  nChanged 1
		SP:Iteration 28Q (93119.360000 sec): 3 clusters
  Score: Raw -241446.961945 + Penalty 2591.499422 = -238855.462523
  nChanged 0
		SP:Iteration 29F (93119.420000 sec): 3 clusters
  Score: Raw -241446.961945 + Penalty 2591.499422 = -238855.462523
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 70 (1401 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (93119.480000 sec): 2 clusters
  Score: Raw -116050.567526 + Penalty 1177.303001 = -114873.264525
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (93119.500000 sec): 3 clusters
  Score: Raw -115511.163788 + Penalty 2354.606003 = -113156.557786
  nChanged 479
		SP:Iteration 1F (93119.530000 sec): 3 clusters
  Score: Raw -115886.811506 + Penalty 2354.606003 = -113532.205503
  nChanged 124
		SP:Iteration 2F (93119.560000 sec): 3 clusters
  Score: Raw -116018.461599 + Penalty 2354.606003 = -113663.855597
  nChanged 89
		SP:Iteration 3F (93119.580000 sec): 3 clusters
  Score: Raw -116118.625411 + Penalty 2354.606003 = -113764.019408
  nChanged 58
		SP:Iteration 4Q (93119.610000 sec): 3 clusters
  Score: Raw -116175.455640 + Penalty 2354.606003 = -113820.849638
  nChanged 39
		SP:Iteration 5Q (93119.640000 sec): 3 clusters
  Score: Raw -116223.408751 + Penalty 2354.606003 = -113868.802749
  nChanged 25
		SP:Iteration 6Q (93119.660000 sec): 3 clusters
  Score: Raw -116247.003296 + Penalty 2354.606003 = -113892.397294
  nChanged 25
		SP:Iteration 7Q (93119.690000 sec): 3 clusters
  Score: Raw -116271.391451 + Penalty 2354.606003 = -113916.785448
  nChanged 26
		SP:Iteration 8Q (93119.720000 sec): 3 clusters
  Score: Raw -116291.471718 + Penalty 2354.606003 = -113936.865715
  nChanged 16
		SP:Iteration 9Q (93119.750000 sec): 3 clusters
  Score: Raw -116306.834802 + Penalty 2354.606003 = -113952.228800
  nChanged 14
		SP:Iteration 10Q (93119.770000 sec): 3 clusters
  Score: Raw -116316.071408 + Penalty 2354.606003 = -113961.465406
  nChanged 13
		SP:Iteration 11Q (93119.800000 sec): 3 clusters
  Score: Raw -116324.659374 + Penalty 2354.606003 = -113970.053371
  nChanged 11
		SP:Iteration 12Q (93119.830000 sec): 3 clusters
  Score: Raw -116335.079750 + Penalty 2354.606003 = -113980.473747
  nChanged 11
		SP:Iteration 13Q (93119.860000 sec): 3 clusters
  Score: Raw -116345.668473 + Penalty 2354.606003 = -113991.062470
  nChanged 9
		SP:Iteration 14Q (93119.880000 sec): 3 clusters
  Score: Raw -116353.805506 + Penalty 2354.606003 = -113999.199504
  nChanged 9
		SP:Iteration 15Q (93119.910000 sec): 3 clusters
  Score: Raw -116368.502769 + Penalty 2354.606003 = -114013.896766
  nChanged 15
		SP:Iteration 16Q (93119.940000 sec): 3 clusters
  Score: Raw -116381.398904 + Penalty 2354.606003 = -114026.792901
  nChanged 18
		SP:Iteration 17Q (93119.960000 sec): 3 clusters
  Score: Raw -116401.142280 + Penalty 2354.606003 = -114046.536277
  nChanged 11
		SP:Iteration 18Q (93119.990000 sec): 3 clusters
  Score: Raw -116410.664843 + Penalty 2354.606003 = -114056.058840
  nChanged 14
		SP:Iteration 19Q (93120.020000 sec): 3 clusters
  Score: Raw -116423.491785 + Penalty 2354.606003 = -114068.885782
  nChanged 14
		SP:Iteration 20F (93120.040000 sec): 3 clusters
  Score: Raw -116434.363320 + Penalty 2354.606003 = -114079.757317
  nChanged 15
		SP:Iteration 21Q (93120.070000 sec): 3 clusters
  Score: Raw -116445.642967 + Penalty 2354.606003 = -114091.036964
  nChanged 14
		SP:Iteration 22Q (93120.100000 sec): 3 clusters
  Score: Raw -116460.099474 + Penalty 2354.606003 = -114105.493472
  nChanged 23
		SP:Iteration 23Q (93120.120000 sec): 3 clusters
  Score: Raw -116478.666122 + Penalty 2354.606003 = -114124.060120
  nChanged 18
		SP:Iteration 24Q (93120.150000 sec): 3 clusters
  Score: Raw -116495.125383 + Penalty 2354.606003 = -114140.519380
  nChanged 13
		SP:Iteration 25Q (93120.180000 sec): 3 clusters
  Score: Raw -116505.787984 + Penalty 2354.606003 = -114151.181982
  nChanged 14
		SP:Iteration 26Q (93120.200000 sec): 3 clusters
  Score: Raw -116520.574090 + Penalty 2354.606003 = -114165.968087
  nChanged 14
		SP:Iteration 27Q (93120.230000 sec): 3 clusters
  Score: Raw -116533.072568 + Penalty 2354.606003 = -114178.466566
  nChanged 11
		SP:Iteration 28Q (93120.260000 sec): 3 clusters
  Score: Raw -116540.416335 + Penalty 2354.606003 = -114185.810333
  nChanged 9
		SP:Iteration 29Q (93120.280000 sec): 3 clusters
  Score: Raw -116547.965176 + Penalty 2354.606003 = -114193.359174
  nChanged 5
		SP:Iteration 30Q (93120.310000 sec): 3 clusters
  Score: Raw -116553.968134 + Penalty 2354.606003 = -114199.362132
  nChanged 5
		SP:Iteration 31Q (93120.340000 sec): 3 clusters
  Score: Raw -116559.029980 + Penalty 2354.606003 = -114204.423978
  nChanged 4
		SP:Iteration 32Q (93120.360000 sec): 3 clusters
  Score: Raw -116563.450078 + Penalty 2354.606003 = -114208.844075
  nChanged 3
		SP:Iteration 33Q (93120.390000 sec): 3 clusters
  Score: Raw -116565.505789 + Penalty 2354.606003 = -114210.899786
  nChanged 3
		SP:Iteration 34Q (93120.410000 sec): 3 clusters
  Score: Raw -116568.388890 + Penalty 2354.606003 = -114213.782887
  nChanged 2
		SP:Iteration 35Q (93120.440000 sec): 3 clusters
  Score: Raw -116570.539317 + Penalty 2354.606003 = -114215.933315
  nChanged 1
		SP:Iteration 36Q (93120.460000 sec): 3 clusters
  Score: Raw -116571.352218 + Penalty 2354.606003 = -114216.746216
  nChanged 1
		SP:Iteration 37Q (93120.490000 sec): 3 clusters
  Score: Raw -116572.059673 + Penalty 2354.606003 = -114217.453671
  nChanged 0
		SP:Iteration 38F (93120.520000 sec): 3 clusters
  Score: Raw -116572.059673 + Penalty 2354.606003 = -114217.453671
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 71 (2258 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (93120.580000 sec): 2 clusters
  Score: Raw -194205.296502 + Penalty 1254.863146 = -192950.433356
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (93120.630000 sec): 3 clusters
  Score: Raw -193222.601220 + Penalty 2509.726292 = -190712.874928
  nChanged 813
		SP:Iteration 1F (93120.680000 sec): 3 clusters
  Score: Raw -193692.497276 + Penalty 2509.726292 = -191182.770984
  nChanged 185
		SP:Iteration 2F (93120.720000 sec): 3 clusters
  Score: Raw -193840.269550 + Penalty 2509.726292 = -191330.543258
  nChanged 131
		SP:Iteration 3F (93120.760000 sec): 3 clusters
  Score: Raw -193942.183330 + Penalty 2509.726292 = -191432.457038
  nChanged 104
		SP:Iteration 4Q (93120.810000 sec): 3 clusters
  Score: Raw -194017.343717 + Penalty 2509.726292 = -191507.617425
  nChanged 91
		SP:Iteration 5Q (93120.860000 sec): 3 clusters
  Score: Raw -194073.466863 + Penalty 2509.726292 = -191563.740571
  nChanged 62
		SP:Iteration 6Q (93120.900000 sec): 3 clusters
  Score: Raw -194114.540589 + Penalty 2509.726292 = -191604.814297
  nChanged 67
		SP:Iteration 7Q (93120.950000 sec): 3 clusters
  Score: Raw -194158.281776 + Penalty 2509.726292 = -191648.555484
  nChanged 60
		SP:Iteration 8Q (93120.990000 sec): 3 clusters
  Score: Raw -194201.240232 + Penalty 2509.726292 = -191691.513940
  nChanged 57
		SP:Iteration 9Q (93121.040000 sec): 3 clusters
  Score: Raw -194240.282320 + Penalty 2509.726292 = -191730.556028
  nChanged 46
		SP:Iteration 10Q (93121.080000 sec): 3 clusters
  Score: Raw -194269.198938 + Penalty 2509.726292 = -191759.472646
  nChanged 34
		SP:Iteration 11Q (93121.130000 sec): 3 clusters
  Score: Raw -194293.127982 + Penalty 2509.726292 = -191783.401690
  nChanged 29
		SP:Iteration 12Q (93121.170000 sec): 3 clusters
  Score: Raw -194315.593653 + Penalty 2509.726292 = -191805.867361
  nChanged 41
		SP:Iteration 13Q (93121.220000 sec): 3 clusters
  Score: Raw -194341.495061 + Penalty 2509.726292 = -191831.768769
  nChanged 27
		SP:Iteration 14Q (93121.260000 sec): 3 clusters
  Score: Raw -194355.155338 + Penalty 2509.726292 = -191845.429046
  nChanged 23
		SP:Iteration 15Q (93121.310000 sec): 3 clusters
  Score: Raw -194372.462205 + Penalty 2509.726292 = -191862.735913
  nChanged 15
		SP:Iteration 16Q (93121.350000 sec): 3 clusters
  Score: Raw -194382.445168 + Penalty 2509.726292 = -191872.718876
  nChanged 15
		SP:Iteration 17Q (93121.400000 sec): 3 clusters
  Score: Raw -194392.155196 + Penalty 2509.726292 = -191882.428904
  nChanged 17
		SP:Iteration 18Q (93121.440000 sec): 3 clusters
  Score: Raw -194400.942930 + Penalty 2509.726292 = -191891.216638
  nChanged 14
		SP:Iteration 19Q (93121.480000 sec): 3 clusters
  Score: Raw -194408.532161 + Penalty 2509.726292 = -191898.805869
  nChanged 15
		SP:Iteration 20F (93121.530000 sec): 3 clusters
  Score: Raw -194416.289942 + Penalty 2509.726292 = -191906.563650
  nChanged 10
		SP:Iteration 21Q (93121.580000 sec): 3 clusters
  Score: Raw -194425.018409 + Penalty 2509.726292 = -191915.292117
  nChanged 13
		SP:Iteration 22Q (93121.620000 sec): 3 clusters
  Score: Raw -194435.192607 + Penalty 2509.726292 = -191925.466315
  nChanged 10
		SP:Iteration 23Q (93121.660000 sec): 3 clusters
  Score: Raw -194442.563144 + Penalty 2509.726292 = -191932.836852
  nChanged 7
		SP:Iteration 24Q (93121.710000 sec): 3 clusters
  Score: Raw -194447.661736 + Penalty 2509.726292 = -191937.935444
  nChanged 4
		SP:Iteration 25Q (93121.750000 sec): 3 clusters
  Score: Raw -194453.084797 + Penalty 2509.726292 = -191943.358505
  nChanged 7
		SP:Iteration 26Q (93121.800000 sec): 3 clusters
  Score: Raw -194456.618069 + Penalty 2509.726292 = -191946.891777
  nChanged 4
		SP:Iteration 27Q (93121.840000 sec): 3 clusters
  Score: Raw -194458.451851 + Penalty 2509.726292 = -191948.725559
  nChanged 2
		SP:Iteration 28Q (93121.880000 sec): 3 clusters
  Score: Raw -194459.306608 + Penalty 2509.726292 = -191949.580316
  nChanged 3
		SP:Iteration 29Q (93121.930000 sec): 3 clusters
  Score: Raw -194460.878374 + Penalty 2509.726292 = -191951.152082
  nChanged 1
		SP:Iteration 30Q (93121.970000 sec): 3 clusters
  Score: Raw -194462.285987 + Penalty 2509.726292 = -191952.559695
  nChanged 2
		SP:Iteration 31Q (93122.020000 sec): 3 clusters
  Score: Raw -194463.575433 + Penalty 2509.726292 = -191953.849140
  nChanged 4
		SP:Iteration 32Q (93122.060000 sec): 3 clusters
  Score: Raw -194465.749722 + Penalty 2509.726292 = -191956.023430
  nChanged 2
		SP:Iteration 33Q (93122.100000 sec): 3 clusters
  Score: Raw -194467.027780 + Penalty 2509.726292 = -191957.301488
  nChanged 2
		SP:Iteration 34Q (93122.150000 sec): 3 clusters
  Score: Raw -194468.514767 + Penalty 2509.726292 = -191958.788475
  nChanged 3
		SP:Iteration 35Q (93122.190000 sec): 3 clusters
  Score: Raw -194470.637275 + Penalty 2509.726292 = -191960.910983
  nChanged 0
		SP:Iteration 36F (93122.240000 sec): 3 clusters
  Score: Raw -194470.637275 + Penalty 2509.726292 = -191960.910983
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 72 (3647 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (93122.310000 sec): 2 clusters
  Score: Raw -334949.446398 + Penalty 1332.769781 = -333616.676617
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (93122.380000 sec): 3 clusters
  Score: Raw -333166.576243 + Penalty 2665.539562 = -330501.036681
  nChanged 1400
		SP:Iteration 1F (93122.450000 sec): 3 clusters
  Score: Raw -333883.789876 + Penalty 2665.539562 = -331218.250314
  nChanged 278
		SP:Iteration 2F (93122.520000 sec): 3 clusters
  Score: Raw -334044.727226 + Penalty 2665.539562 = -331379.187664
  nChanged 188
		SP:Iteration 3F (93122.590000 sec): 3 clusters
  Score: Raw -334133.864770 + Penalty 2665.539562 = -331468.325208
  nChanged 134
		SP:Iteration 4Q (93122.660000 sec): 3 clusters
  Score: Raw -334211.512617 + Penalty 2665.539562 = -331545.973055
  nChanged 133
		SP:Iteration 5Q (93122.730000 sec): 3 clusters
  Score: Raw -334275.622454 + Penalty 2665.539562 = -331610.082892
  nChanged 123
		SP:Iteration 6Q (93122.800000 sec): 3 clusters
  Score: Raw -334346.127011 + Penalty 2665.539562 = -331680.587449
  nChanged 162
		SP:Iteration 7Q (93122.870000 sec): 3 clusters
  Score: Raw -334447.386968 + Penalty 2665.539562 = -331781.847406
  nChanged 157
		SP:Iteration 8Q (93122.940000 sec): 3 clusters
  Score: Raw -334556.485634 + Penalty 2665.539562 = -331890.946071
  nChanged 173
		SP:Iteration 9Q (93123.010000 sec): 3 clusters
  Score: Raw -334698.825267 + Penalty 2665.539562 = -332033.285705
  nChanged 188
		SP:Iteration 10F (93123.080000 sec): 3 clusters
  Score: Raw -334866.206304 + Penalty 2665.539562 = -332200.666742
  nChanged 162
		SP:Iteration 11Q (93123.150000 sec): 3 clusters
  Score: Raw -335000.278042 + Penalty 2665.539562 = -332334.738480
  nChanged 141
		SP:Iteration 12Q (93123.220000 sec): 3 clusters
  Score: Raw -335128.532666 + Penalty 2665.539562 = -332462.993104
  nChanged 117
		SP:Iteration 13Q (93123.290000 sec): 3 clusters
  Score: Raw -335229.129314 + Penalty 2665.539562 = -332563.589752
  nChanged 80
		SP:Iteration 14Q (93123.360000 sec): 3 clusters
  Score: Raw -335291.930548 + Penalty 2665.539562 = -332626.390986
  nChanged 49
		SP:Iteration 15Q (93123.420000 sec): 3 clusters
  Score: Raw -335328.071822 + Penalty 2665.539562 = -332662.532260
  nChanged 49
		SP:Iteration 16Q (93123.500000 sec): 3 clusters
  Score: Raw -335355.623819 + Penalty 2665.539562 = -332690.084257
  nChanged 28
		SP:Iteration 17Q (93123.560000 sec): 3 clusters
  Score: Raw -335368.811792 + Penalty 2665.539562 = -332703.272230
  nChanged 23
		SP:Iteration 18Q (93123.630000 sec): 3 clusters
  Score: Raw -335380.497665 + Penalty 2665.539562 = -332714.958103
  nChanged 20
		SP:Iteration 19Q (93123.700000 sec): 3 clusters
  Score: Raw -335390.804136 + Penalty 2665.539562 = -332725.264574
  nChanged 9
		SP:Iteration 20F (93123.770000 sec): 3 clusters
  Score: Raw -335395.050526 + Penalty 2665.539562 = -332729.510964
  nChanged 12
		SP:Iteration 21Q (93123.840000 sec): 3 clusters
  Score: Raw -335400.479497 + Penalty 2665.539562 = -332734.939935
  nChanged 17
		SP:Iteration 22Q (93123.910000 sec): 3 clusters
  Score: Raw -335407.826661 + Penalty 2665.539562 = -332742.287099
  nChanged 15
		SP:Iteration 23Q (93123.980000 sec): 3 clusters
  Score: Raw -335414.505471 + Penalty 2665.539562 = -332748.965909
  nChanged 17
		SP:Iteration 24Q (93124.050000 sec): 3 clusters
  Score: Raw -335420.642753 + Penalty 2665.539562 = -332755.103191
  nChanged 12
		SP:Iteration 25Q (93124.120000 sec): 3 clusters
  Score: Raw -335424.425293 + Penalty 2665.539562 = -332758.885731
  nChanged 10
		SP:Iteration 26Q (93124.190000 sec): 3 clusters
  Score: Raw -335428.861840 + Penalty 2665.539562 = -332763.322278
  nChanged 8
		SP:Iteration 27Q (93124.260000 sec): 3 clusters
  Score: Raw -335431.346141 + Penalty 2665.539562 = -332765.806579
  nChanged 5
		SP:Iteration 28Q (93124.320000 sec): 3 clusters
  Score: Raw -335433.284412 + Penalty 2665.539562 = -332767.744850
  nChanged 5
		SP:Iteration 29Q (93124.400000 sec): 3 clusters
  Score: Raw -335435.253435 + Penalty 2665.539562 = -332769.713873
  nChanged 5
		SP:Iteration 30Q (93124.460000 sec): 3 clusters
  Score: Raw -335437.242631 + Penalty 2665.539562 = -332771.703069
  nChanged 7
		SP:Iteration 31Q (93124.530000 sec): 3 clusters
  Score: Raw -335439.800938 + Penalty 2665.539562 = -332774.261376
  nChanged 7
		SP:Iteration 32Q (93124.600000 sec): 3 clusters
  Score: Raw -335443.126708 + Penalty 2665.539562 = -332777.587146
  nChanged 13
		SP:Iteration 33Q (93124.670000 sec): 3 clusters
  Score: Raw -335447.049103 + Penalty 2665.539562 = -332781.509541
  nChanged 4
		SP:Iteration 34Q (93124.740000 sec): 3 clusters
  Score: Raw -335448.837983 + Penalty 2665.539562 = -332783.298421
  nChanged 8
		SP:Iteration 35Q (93124.810000 sec): 3 clusters
  Score: Raw -335451.573968 + Penalty 2665.539562 = -332786.034406
  nChanged 8
		SP:Iteration 36Q (93124.880000 sec): 3 clusters
  Score: Raw -335453.950931 + Penalty 2665.539562 = -332788.411369
  nChanged 6
		SP:Iteration 37Q (93124.950000 sec): 3 clusters
  Score: Raw -335456.341693 + Penalty 2665.539562 = -332790.802131
  nChanged 10
		SP:Iteration 38Q (93125.020000 sec): 3 clusters
  Score: Raw -335460.333593 + Penalty 2665.539562 = -332794.794031
  nChanged 13
		SP:Iteration 39Q (93125.090000 sec): 3 clusters
  Score: Raw -335464.232634 + Penalty 2665.539562 = -332798.693072
  nChanged 7
		SP:Iteration 40F (93125.160000 sec): 3 clusters
  Score: Raw -335465.904837 + Penalty 2665.539562 = -332800.365275
  nChanged 5
		SP:Iteration 41Q (93125.230000 sec): 3 clusters
  Score: Raw -335467.706689 + Penalty 2665.539562 = -332802.167127
  nChanged 5
		SP:Iteration 42Q (93125.300000 sec): 3 clusters
  Score: Raw -335469.536912 + Penalty 2665.539562 = -332803.997350
  nChanged 10
		SP:Iteration 43Q (93125.370000 sec): 3 clusters
  Score: Raw -335473.227766 + Penalty 2665.539562 = -332807.688204
  nChanged 6
		SP:Iteration 44Q (93125.440000 sec): 3 clusters
  Score: Raw -335474.978252 + Penalty 2665.539562 = -332809.438690
  nChanged 4
		SP:Iteration 45Q (93125.500000 sec): 3 clusters
  Score: Raw -335476.535901 + Penalty 2665.539562 = -332810.996339
  nChanged 8
		SP:Iteration 46Q (93125.580000 sec): 3 clusters
  Score: Raw -335479.807850 + Penalty 2665.539562 = -332814.268288
  nChanged 14
		SP:Iteration 47Q (93125.640000 sec): 3 clusters
  Score: Raw -335485.431813 + Penalty 2665.539562 = -332819.892251
  nChanged 9
		SP:Iteration 48Q (93125.710000 sec): 3 clusters
  Score: Raw -335488.391495 + Penalty 2665.539562 = -332822.851933
  nChanged 8
		SP:Iteration 49Q (93125.780000 sec): 3 clusters
  Score: Raw -335491.616216 + Penalty 2665.539562 = -332826.076654
  nChanged 10
		SP:Iteration 50Q (93125.850000 sec): 3 clusters
  Score: Raw -335495.803408 + Penalty 2665.539562 = -332830.263845
  nChanged 9
		SP:Iteration 51Q (93125.920000 sec): 3 clusters
  Score: Raw -335499.019288 + Penalty 2665.539562 = -332833.479726
  nChanged 12
		SP:Iteration 52Q (93125.990000 sec): 3 clusters
  Score: Raw -335502.953715 + Penalty 2665.539562 = -332837.414153
  nChanged 9
		SP:Iteration 53Q (93126.060000 sec): 3 clusters
  Score: Raw -335507.189040 + Penalty 2665.539562 = -332841.649478
  nChanged 10
		SP:Iteration 54Q (93126.130000 sec): 3 clusters
  Score: Raw -335512.121857 + Penalty 2665.539562 = -332846.582295
  nChanged 15
		SP:Iteration 55Q (93126.200000 sec): 3 clusters
  Score: Raw -335521.660958 + Penalty 2665.539562 = -332856.121396
  nChanged 22
		SP:Iteration 56Q (93126.270000 sec): 3 clusters
  Score: Raw -335530.822706 + Penalty 2665.539562 = -332865.283144
  nChanged 18
		SP:Iteration 57Q (93126.340000 sec): 3 clusters
  Score: Raw -335538.288348 + Penalty 2665.539562 = -332872.748786
  nChanged 13
		SP:Iteration 58Q (93126.410000 sec): 3 clusters
  Score: Raw -335542.727913 + Penalty 2665.539562 = -332877.188351
  nChanged 10
		SP:Iteration 59Q (93126.480000 sec): 3 clusters
  Score: Raw -335546.967214 + Penalty 2665.539562 = -332881.427652
  nChanged 15
		SP:Iteration 60F (93126.550000 sec): 3 clusters
  Score: Raw -335551.598272 + Penalty 2665.539562 = -332886.058710
  nChanged 10
		SP:Iteration 61Q (93126.620000 sec): 3 clusters
  Score: Raw -335554.358566 + Penalty 2665.539562 = -332888.819004
  nChanged 9
		SP:Iteration 62Q (93126.690000 sec): 3 clusters
  Score: Raw -335556.402930 + Penalty 2665.539562 = -332890.863368
  nChanged 5
		SP:Iteration 63Q (93126.760000 sec): 3 clusters
  Score: Raw -335557.879708 + Penalty 2665.539562 = -332892.340146
  nChanged 5
		SP:Iteration 64Q (93126.830000 sec): 3 clusters
  Score: Raw -335558.983153 + Penalty 2665.539562 = -332893.443591
  nChanged 2
		SP:Iteration 65Q (93126.900000 sec): 3 clusters
  Score: Raw -335559.326060 + Penalty 2665.539562 = -332893.786498
  nChanged 3
		SP:Iteration 66Q (93126.970000 sec): 3 clusters
  Score: Raw -335560.122454 + Penalty 2665.539562 = -332894.582892
  nChanged 2
		SP:Iteration 67Q (93127.040000 sec): 3 clusters
  Score: Raw -335560.536555 + Penalty 2665.539562 = -332894.996993
  nChanged 3
		SP:Iteration 68Q (93127.110000 sec): 3 clusters
  Score: Raw -335561.283718 + Penalty 2665.539562 = -332895.744156
  nChanged 1
		SP:Iteration 69Q (93127.180000 sec): 3 clusters
  Score: Raw -335561.750784 + Penalty 2665.539562 = -332896.211222
  nChanged 1
		SP:Iteration 70Q (93127.250000 sec): 3 clusters
  Score: Raw -335561.938516 + Penalty 2665.539562 = -332896.398954
  nChanged 1
		SP:Iteration 71Q (93127.320000 sec): 3 clusters
  Score: Raw -335562.197490 + Penalty 2665.539562 = -332896.657928
  nChanged 1
		SP:Iteration 72Q (93127.390000 sec): 3 clusters
  Score: Raw -335562.326329 + Penalty 2665.539562 = -332896.786767
  nChanged 0
		SP:Iteration 73F (93127.460000 sec): 3 clusters
  Score: Raw -335562.326329 + Penalty 2665.539562 = -332896.786767
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 73 (2668 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (93127.520000 sec): 2 clusters
  Score: Raw -206621.435484 + Penalty 1281.976216 = -205339.459267
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (93127.570000 sec): 3 clusters
  Score: Raw -205545.204973 + Penalty 2563.952432 = -202981.252541
  nChanged 981
		SP:Iteration 1F (93127.620000 sec): 3 clusters
  Score: Raw -206552.611750 + Penalty 2563.952432 = -203988.659318
  nChanged 302
		SP:Iteration 2F (93127.670000 sec): 3 clusters
  Score: Raw -206921.813202 + Penalty 2563.952432 = -204357.860770
  nChanged 190
		SP:Iteration 3F (93127.720000 sec): 3 clusters
  Score: Raw -207069.385808 + Penalty 2563.952432 = -204505.433375
  nChanged 115
		SP:Iteration 4Q (93127.770000 sec): 3 clusters
  Score: Raw -207143.751726 + Penalty 2563.952432 = -204579.799293
  nChanged 66
		SP:Iteration 5Q (93127.820000 sec): 3 clusters
  Score: Raw -207194.359504 + Penalty 2563.952432 = -204630.407071
  nChanged 48
		SP:Iteration 6Q (93127.870000 sec): 3 clusters
  Score: Raw -207229.867390 + Penalty 2563.952432 = -204665.914958
  nChanged 43
		SP:Iteration 7Q (93127.920000 sec): 3 clusters
  Score: Raw -207304.347064 + Penalty 2563.952432 = -204740.394632
  nChanged 46
		SP:Iteration 8Q (93127.970000 sec): 3 clusters
  Score: Raw -207373.745501 + Penalty 2563.952432 = -204809.793069
  nChanged 51
		SP:Iteration 9Q (93128.020000 sec): 3 clusters
  Score: Raw -207417.011373 + Penalty 2563.952432 = -204853.058940
  nChanged 35
		SP:Iteration 10Q (93128.070000 sec): 3 clusters
  Score: Raw -207438.604355 + Penalty 2563.952432 = -204874.651922
  nChanged 26
		SP:Iteration 11Q (93128.120000 sec): 3 clusters
  Score: Raw -207451.091227 + Penalty 2563.952432 = -204887.138794
  nChanged 30
		SP:Iteration 12Q (93128.170000 sec): 3 clusters
  Score: Raw -207464.718353 + Penalty 2563.952432 = -204900.765921
  nChanged 22
		SP:Iteration 13Q (93128.220000 sec): 3 clusters
  Score: Raw -207477.260404 + Penalty 2563.952432 = -204913.307972
  nChanged 27
		SP:Iteration 14Q (93128.260000 sec): 3 clusters
  Score: Raw -207498.788298 + Penalty 2563.952432 = -204934.835865
  nChanged 22
		SP:Iteration 15Q (93128.320000 sec): 3 clusters
  Score: Raw -207508.443676 + Penalty 2563.952432 = -204944.491244
  nChanged 17
		SP:Iteration 16Q (93128.360000 sec): 3 clusters
  Score: Raw -207513.681263 + Penalty 2563.952432 = -204949.728831
  nChanged 10
		SP:Iteration 17Q (93128.410000 sec): 3 clusters
  Score: Raw -207518.727323 + Penalty 2563.952432 = -204954.774890
  nChanged 18
		SP:Iteration 18Q (93128.460000 sec): 3 clusters
  Score: Raw -207530.420300 + Penalty 2563.952432 = -204966.467867
  nChanged 13
		SP:Iteration 19Q (93128.510000 sec): 3 clusters
  Score: Raw -207536.191726 + Penalty 2563.952432 = -204972.239294
  nChanged 13
		SP:Iteration 20F (93128.560000 sec): 3 clusters
  Score: Raw -207542.539993 + Penalty 2563.952432 = -204978.587561
  nChanged 11
		SP:Iteration 21Q (93128.610000 sec): 3 clusters
  Score: Raw -207547.431095 + Penalty 2563.952432 = -204983.478663
  nChanged 7
		SP:Iteration 22Q (93128.660000 sec): 3 clusters
  Score: Raw -207549.285085 + Penalty 2563.952432 = -204985.332652
  nChanged 4
		SP:Iteration 23Q (93128.710000 sec): 3 clusters
  Score: Raw -207550.571970 + Penalty 2563.952432 = -204986.619538
  nChanged 6
		SP:Iteration 24Q (93128.760000 sec): 3 clusters
  Score: Raw -207552.531296 + Penalty 2563.952432 = -204988.578864
  nChanged 7
		SP:Iteration 25Q (93128.810000 sec): 3 clusters
  Score: Raw -207555.287507 + Penalty 2563.952432 = -204991.335075
  nChanged 8
		SP:Iteration 26Q (93128.860000 sec): 3 clusters
  Score: Raw -207558.395158 + Penalty 2563.952432 = -204994.442726
  nChanged 9
		SP:Iteration 27Q (93128.910000 sec): 3 clusters
  Score: Raw -207562.145365 + Penalty 2563.952432 = -204998.192933
  nChanged 11
		SP:Iteration 28Q (93128.960000 sec): 3 clusters
  Score: Raw -207565.923137 + Penalty 2563.952432 = -205001.970705
  nChanged 9
		SP:Iteration 29Q (93129.000000 sec): 3 clusters
  Score: Raw -207570.827754 + Penalty 2563.952432 = -205006.875322
  nChanged 6
		SP:Iteration 30Q (93129.060000 sec): 3 clusters
  Score: Raw -207573.129432 + Penalty 2563.952432 = -205009.177000
  nChanged 2
		SP:Iteration 31Q (93129.100000 sec): 3 clusters
  Score: Raw -207573.425226 + Penalty 2563.952432 = -205009.472794
  nChanged 4
		SP:Iteration 32Q (93129.160000 sec): 3 clusters
  Score: Raw -207574.775825 + Penalty 2563.952432 = -205010.823392
  nChanged 2
		SP:Iteration 33Q (93129.200000 sec): 3 clusters
  Score: Raw -207575.521815 + Penalty 2563.952432 = -205011.569383
  nChanged 6
		SP:Iteration 34Q (93129.260000 sec): 3 clusters
  Score: Raw -207577.542623 + Penalty 2563.952432 = -205013.590191
  nChanged 4
		SP:Iteration 35Q (93129.300000 sec): 3 clusters
  Score: Raw -207579.436544 + Penalty 2563.952432 = -205015.484112
  nChanged 3
		SP:Iteration 36Q (93129.360000 sec): 3 clusters
  Score: Raw -207580.521034 + Penalty 2563.952432 = -205016.568602
  nChanged 3
		SP:Iteration 37Q (93129.400000 sec): 3 clusters
  Score: Raw -207581.875712 + Penalty 2563.952432 = -205017.923280
  nChanged 3
		SP:Iteration 38Q (93129.460000 sec): 3 clusters
  Score: Raw -207583.704471 + Penalty 2563.952432 = -205019.752038
  nChanged 8
		SP:Iteration 39Q (93129.500000 sec): 3 clusters
  Score: Raw -207585.839245 + Penalty 2563.952432 = -205021.886813
  nChanged 2
		SP:Iteration 40F (93129.560000 sec): 3 clusters
  Score: Raw -207586.506994 + Penalty 2563.952432 = -205022.554562
  nChanged 1
		SP:Iteration 41Q (93129.600000 sec): 3 clusters
  Score: Raw -207586.773502 + Penalty 2563.952432 = -205022.821069
  nChanged 1
		SP:Iteration 42Q (93129.660000 sec): 3 clusters
  Score: Raw -207587.031569 + Penalty 2563.952432 = -205023.079137
  nChanged 1
		SP:Iteration 43Q (93129.700000 sec): 3 clusters
  Score: Raw -207587.201620 + Penalty 2563.952432 = -205023.249188
  nChanged 1
		SP:Iteration 44Q (93129.750000 sec): 3 clusters
  Score: Raw -207587.465870 + Penalty 2563.952432 = -205023.513438
  nChanged 1
		SP:Iteration 45Q (93129.800000 sec): 3 clusters
  Score: Raw -207587.697695 + Penalty 2563.952432 = -205023.745263
  nChanged 1
		SP:Iteration 46Q (93129.850000 sec): 3 clusters
  Score: Raw -207587.911959 + Penalty 2563.952432 = -205023.959527
  nChanged 0
		SP:Iteration 47F (93129.900000 sec): 3 clusters
  Score: Raw -207587.911959 + Penalty 2563.952432 = -205023.959527
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 74 (7523 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (93130.000000 sec): 2 clusters
  Score: Raw -657670.449564 + Penalty 1450.429544 = -656220.020019
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (93130.140000 sec): 3 clusters
  Score: Raw -653586.346264 + Penalty 2900.859089 = -650685.487175
  nChanged 3127
		SP:Iteration 1F (93130.260000 sec): 3 clusters
  Score: Raw -655327.158417 + Penalty 2900.859089 = -652426.299328
  nChanged 574
		SP:Iteration 2F (93130.370000 sec): 3 clusters
  Score: Raw -655655.026274 + Penalty 2900.859089 = -652754.167185
  nChanged 432
		SP:Iteration 3F (93130.480000 sec): 3 clusters
  Score: Raw -655886.819163 + Penalty 2900.859089 = -652985.960074
  nChanged 394
		SP:Iteration 4F (93130.600000 sec): 3 clusters
  Score: Raw -656075.618229 + Penalty 2900.859089 = -653174.759141
  nChanged 316
		SP:Iteration 5Q (93130.720000 sec): 3 clusters
  Score: Raw -656215.723999 + Penalty 2900.859089 = -653314.864910
  nChanged 258
		SP:Iteration 6Q (93130.840000 sec): 3 clusters
  Score: Raw -656328.473080 + Penalty 2900.859089 = -653427.613991
  nChanged 227
		SP:Iteration 7Q (93130.960000 sec): 3 clusters
  Score: Raw -656421.236138 + Penalty 2900.859089 = -653520.377049
  nChanged 199
		SP:Iteration 8Q (93131.080000 sec): 3 clusters
  Score: Raw -656496.776972 + Penalty 2900.859089 = -653595.917883
  nChanged 201
		SP:Iteration 9Q (93131.200000 sec): 3 clusters
  Score: Raw -656575.514206 + Penalty 2900.859089 = -653674.655117
  nChanged 174
		SP:Iteration 10Q (93131.310000 sec): 3 clusters
  Score: Raw -656633.855133 + Penalty 2900.859089 = -653732.996044
  nChanged 132
		SP:Iteration 11Q (93131.430000 sec): 3 clusters
  Score: Raw -656683.300335 + Penalty 2900.859089 = -653782.441246
  nChanged 143
		SP:Iteration 12Q (93131.550000 sec): 3 clusters
  Score: Raw -656744.852249 + Penalty 2900.859089 = -653843.993160
  nChanged 134
		SP:Iteration 13Q (93131.670000 sec): 3 clusters
  Score: Raw -656804.948670 + Penalty 2900.859089 = -653904.089581
  nChanged 133
		SP:Iteration 14Q (93131.790000 sec): 3 clusters
  Score: Raw -656867.558932 + Penalty 2900.859089 = -653966.699844
  nChanged 136
		SP:Iteration 15Q (93131.910000 sec): 3 clusters
  Score: Raw -656939.547793 + Penalty 2900.859089 = -654038.688704
  nChanged 155
		SP:Iteration 16Q (93132.030000 sec): 3 clusters
  Score: Raw -657017.942652 + Penalty 2900.859089 = -654117.083563
  nChanged 152
		SP:Iteration 17Q (93132.140000 sec): 3 clusters
  Score: Raw -657103.955511 + Penalty 2900.859089 = -654203.096422
  nChanged 141
		SP:Iteration 18Q (93132.260000 sec): 3 clusters
  Score: Raw -657202.676601 + Penalty 2900.859089 = -654301.817512
  nChanged 142
		SP:Iteration 19Q (93132.380000 sec): 3 clusters
  Score: Raw -657296.737215 + Penalty 2900.859089 = -654395.878126
  nChanged 164
		SP:Iteration 20F (93132.500000 sec): 3 clusters
  Score: Raw -657402.809773 + Penalty 2900.859089 = -654501.950684
  nChanged 139
		SP:Iteration 21Q (93132.610000 sec): 3 clusters
  Score: Raw -657497.407894 + Penalty 2900.859089 = -654596.548805
  nChanged 137
		SP:Iteration 22Q (93132.730000 sec): 3 clusters
  Score: Raw -657590.758205 + Penalty 2900.859089 = -654689.899116
  nChanged 103
		SP:Iteration 23Q (93132.840000 sec): 3 clusters
  Score: Raw -657653.462238 + Penalty 2900.859089 = -654752.603149
  nChanged 93
		SP:Iteration 24Q (93132.960000 sec): 3 clusters
  Score: Raw -657706.677553 + Penalty 2900.859089 = -654805.818464
  nChanged 79
		SP:Iteration 25Q (93133.080000 sec): 3 clusters
  Score: Raw -657752.360519 + Penalty 2900.859089 = -654851.501430
  nChanged 65
		SP:Iteration 26Q (93133.200000 sec): 3 clusters
  Score: Raw -657787.596924 + Penalty 2900.859089 = -654886.737835
  nChanged 59
		SP:Iteration 27Q (93133.310000 sec): 3 clusters
  Score: Raw -657817.157628 + Penalty 2900.859089 = -654916.298539
  nChanged 43
		SP:Iteration 28Q (93133.430000 sec): 3 clusters
  Score: Raw -657835.632769 + Penalty 2900.859089 = -654934.773680
  nChanged 36
		SP:Iteration 29Q (93133.550000 sec): 3 clusters
  Score: Raw -657852.607078 + Penalty 2900.859089 = -654951.747989
  nChanged 45
		SP:Iteration 30Q (93133.660000 sec): 3 clusters
  Score: Raw -657870.230302 + Penalty 2900.859089 = -654969.371213
  nChanged 40
		SP:Iteration 31Q (93133.790000 sec): 3 clusters
  Score: Raw -657887.507137 + Penalty 2900.859089 = -654986.648048
  nChanged 35
		SP:Iteration 32Q (93133.910000 sec): 3 clusters
  Score: Raw -657903.797580 + Penalty 2900.859089 = -655002.938491
  nChanged 32
		SP:Iteration 33Q (93134.110000 sec): 3 clusters
  Score: Raw -657913.688633 + Penalty 2900.859089 = -655012.829545
  nChanged 17
		SP:Iteration 34Q (93134.230000 sec): 3 clusters
  Score: Raw -657918.246824 + Penalty 2900.859089 = -655017.387735
  nChanged 14
		SP:Iteration 35Q (93134.350000 sec): 3 clusters
  Score: Raw -657921.341154 + Penalty 2900.859089 = -655020.482065
  nChanged 9
		SP:Iteration 36Q (93134.460000 sec): 3 clusters
  Score: Raw -657923.278617 + Penalty 2900.859089 = -655022.419528
  nChanged 5
		SP:Iteration 37Q (93134.580000 sec): 3 clusters
  Score: Raw -657923.952000 + Penalty 2900.859089 = -655023.092911
  nChanged 5
		SP:Iteration 38Q (93134.700000 sec): 3 clusters
  Score: Raw -657924.537611 + Penalty 2900.859089 = -655023.678523
  nChanged 2
		SP:Iteration 39Q (93134.810000 sec): 3 clusters
  Score: Raw -657924.741412 + Penalty 2900.859089 = -655023.882323
  nChanged 0
		SP:Iteration 40F (93134.930000 sec): 3 clusters
  Score: Raw -657924.741412 + Penalty 2900.859089 = -655023.882323
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 75 (2760 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (93134.990000 sec): 2 clusters
  Score: Raw -230486.631751 + Penalty 1287.485218 = -229199.146533
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (93135.050000 sec): 3 clusters
  Score: Raw -229206.190924 + Penalty 2574.970437 = -226631.220487
  nChanged 1044
		SP:Iteration 1F (93135.110000 sec): 3 clusters
  Score: Raw -229874.726724 + Penalty 2574.970437 = -227299.756288
  nChanged 234
		SP:Iteration 2F (93135.160000 sec): 3 clusters
  Score: Raw -230046.438229 + Penalty 2574.970437 = -227471.467792
  nChanged 157
		SP:Iteration 3F (93135.210000 sec): 3 clusters
  Score: Raw -230150.874327 + Penalty 2574.970437 = -227575.903890
  nChanged 115
		SP:Iteration 4Q (93135.260000 sec): 3 clusters
  Score: Raw -230221.708443 + Penalty 2574.970437 = -227646.738006
  nChanged 96
		SP:Iteration 5Q (93135.310000 sec): 3 clusters
  Score: Raw -230291.394300 + Penalty 2574.970437 = -227716.423864
  nChanged 104
		SP:Iteration 6Q (93135.370000 sec): 3 clusters
  Score: Raw -230376.172649 + Penalty 2574.970437 = -227801.202212
  nChanged 109
		SP:Iteration 7Q (93135.420000 sec): 3 clusters
  Score: Raw -230461.998409 + Penalty 2574.970437 = -227887.027973
  nChanged 105
		SP:Iteration 8Q (93135.470000 sec): 3 clusters
  Score: Raw -230555.387188 + Penalty 2574.970437 = -227980.416752
  nChanged 114
		SP:Iteration 9Q (93135.530000 sec): 3 clusters
  Score: Raw -230644.551322 + Penalty 2574.970437 = -228069.580886
  nChanged 100
		SP:Iteration 10Q (93135.580000 sec): 3 clusters
  Score: Raw -230714.133628 + Penalty 2574.970437 = -228139.163191
  nChanged 82
		SP:Iteration 11Q (93135.630000 sec): 3 clusters
  Score: Raw -230769.347303 + Penalty 2574.970437 = -228194.376866
  nChanged 65
		SP:Iteration 12Q (93135.690000 sec): 3 clusters
  Score: Raw -230807.131693 + Penalty 2574.970437 = -228232.161256
  nChanged 39
		SP:Iteration 13Q (93135.740000 sec): 3 clusters
  Score: Raw -230827.055357 + Penalty 2574.970437 = -228252.084920
  nChanged 29
		SP:Iteration 14Q (93135.790000 sec): 3 clusters
  Score: Raw -230841.322665 + Penalty 2574.970437 = -228266.352228
  nChanged 25
		SP:Iteration 15Q (93135.850000 sec): 3 clusters
  Score: Raw -230851.250826 + Penalty 2574.970437 = -228276.280390
  nChanged 17
		SP:Iteration 16Q (93135.900000 sec): 3 clusters
  Score: Raw -230858.567034 + Penalty 2574.970437 = -228283.596598
  nChanged 13
		SP:Iteration 17Q (93135.950000 sec): 3 clusters
  Score: Raw -230864.102003 + Penalty 2574.970437 = -228289.131567
  nChanged 14
		SP:Iteration 18Q (93136.010000 sec): 3 clusters
  Score: Raw -230870.514282 + Penalty 2574.970437 = -228295.543845
  nChanged 12
		SP:Iteration 19Q (93136.060000 sec): 3 clusters
  Score: Raw -230875.559561 + Penalty 2574.970437 = -228300.589124
  nChanged 8
		SP:Iteration 20F (93136.110000 sec): 3 clusters
  Score: Raw -230878.666333 + Penalty 2574.970437 = -228303.695897
  nChanged 5
		SP:Iteration 21Q (93136.170000 sec): 3 clusters
  Score: Raw -230880.570801 + Penalty 2574.970437 = -228305.600365
  nChanged 4
		SP:Iteration 22Q (93136.220000 sec): 3 clusters
  Score: Raw -230881.850269 + Penalty 2574.970437 = -228306.879832
  nChanged 1
		SP:Iteration 23Q (93136.270000 sec): 3 clusters
  Score: Raw -230882.073915 + Penalty 2574.970437 = -228307.103478
  nChanged 1
		SP:Iteration 24Q (93136.320000 sec): 3 clusters
  Score: Raw -230882.322607 + Penalty 2574.970437 = -228307.352170
  nChanged 2
		SP:Iteration 25Q (93136.380000 sec): 3 clusters
  Score: Raw -230882.695151 + Penalty 2574.970437 = -228307.724714
  nChanged 2
		SP:Iteration 26Q (93136.430000 sec): 3 clusters
  Score: Raw -230883.018388 + Penalty 2574.970437 = -228308.047952
  nChanged 1
		SP:Iteration 27Q (93136.480000 sec): 3 clusters
  Score: Raw -230883.748162 + Penalty 2574.970437 = -228308.777726
  nChanged 1
		SP:Iteration 28Q (93136.530000 sec): 3 clusters
  Score: Raw -230884.316253 + Penalty 2574.970437 = -228309.345816
  nChanged 1
		SP:Iteration 29Q (93136.590000 sec): 3 clusters
  Score: Raw -230884.635650 + Penalty 2574.970437 = -228309.665214
  nChanged 0
		SP:Iteration 30F (93136.640000 sec): 3 clusters
  Score: Raw -230884.635650 + Penalty 2574.970437 = -228309.665214
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 76 (574 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (93136.680000 sec): 2 clusters
  Score: Raw -42244.783839 + Penalty 1032.302277 = -41212.481562
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (93136.690000 sec): 3 clusters
  Score: Raw -42179.754364 + Penalty 2064.604554 = -40115.149810
  nChanged 164
		SP:Iteration 1F (93136.710000 sec): 3 clusters
  Score: Raw -42426.938341 + Penalty 2064.604554 = -40362.333787
  nChanged 52
		SP:Iteration 2F (93136.720000 sec): 3 clusters
  Score: Raw -42555.532876 + Penalty 2064.604554 = -40490.928322
  nChanged 27
		SP:Iteration 3Q (93136.730000 sec): 3 clusters
  Score: Raw -42620.755394 + Penalty 2064.604554 = -40556.150841
  nChanged 24
		SP:Iteration 4Q (93136.740000 sec): 3 clusters
  Score: Raw -42660.824774 + Penalty 2064.604554 = -40596.220220
  nChanged 8
		SP:Iteration 5Q (93136.750000 sec): 3 clusters
  Score: Raw -42672.253845 + Penalty 2064.604554 = -40607.649292
  nChanged 3
		SP:Iteration 6Q (93136.770000 sec): 3 clusters
  Score: Raw -42679.539061 + Penalty 2064.604554 = -40614.934507
  nChanged 3
		SP:Iteration 7Q (93136.770000 sec): 3 clusters
  Score: Raw -42683.435680 + Penalty 2064.604554 = -40618.831126
  nChanged 2
		SP:Iteration 8Q (93136.790000 sec): 3 clusters
  Score: Raw -42688.910661 + Penalty 2064.604554 = -40624.306107
  nChanged 4
		SP:Iteration 9Q (93136.800000 sec): 3 clusters
  Score: Raw -42700.487299 + Penalty 2064.604554 = -40635.882745
  nChanged 4
		SP:Iteration 10Q (93136.810000 sec): 3 clusters
  Score: Raw -42703.900452 + Penalty 2064.604554 = -40639.295898
  nChanged 4
		SP:Iteration 11Q (93136.820000 sec): 3 clusters
  Score: Raw -42708.836033 + Penalty 2064.604554 = -40644.231479
  nChanged 0
		SP:Iteration 12F (93136.830000 sec): 3 clusters
  Score: Raw -42708.836033 + Penalty 2064.604554 = -40644.231479
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 77 (5202 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (93136.910000 sec): 2 clusters
  Score: Raw -442771.140975 + Penalty 1390.479747 = -441380.661228
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (93137.010000 sec): 3 clusters
  Score: Raw -440051.877568 + Penalty 2780.959495 = -437270.918073
  nChanged 2168
		SP:Iteration 1F (93137.110000 sec): 3 clusters
  Score: Raw -441188.922222 + Penalty 2780.959495 = -438407.962727
  nChanged 391
		SP:Iteration 2F (93137.200000 sec): 3 clusters
  Score: Raw -441401.084253 + Penalty 2780.959495 = -438620.124759
  nChanged 311
		SP:Iteration 3F (93137.300000 sec): 3 clusters
  Score: Raw -441565.682795 + Penalty 2780.959495 = -438784.723300
  nChanged 239
		SP:Iteration 4Q (93137.390000 sec): 3 clusters
  Score: Raw -441695.636278 + Penalty 2780.959495 = -438914.676783
  nChanged 197
		SP:Iteration 5Q (93137.490000 sec): 3 clusters
  Score: Raw -441807.401214 + Penalty 2780.959495 = -439026.441719
  nChanged 185
		SP:Iteration 6Q (93137.590000 sec): 3 clusters
  Score: Raw -441905.731620 + Penalty 2780.959495 = -439124.772125
  nChanged 178
		SP:Iteration 7Q (93137.690000 sec): 3 clusters
  Score: Raw -441999.089234 + Penalty 2780.959495 = -439218.129739
  nChanged 161
		SP:Iteration 8Q (93137.790000 sec): 3 clusters
  Score: Raw -442080.805828 + Penalty 2780.959495 = -439299.846333
  nChanged 126
		SP:Iteration 9Q (93137.880000 sec): 3 clusters
  Score: Raw -442141.365017 + Penalty 2780.959495 = -439360.405522
  nChanged 118
		SP:Iteration 10Q (93137.980000 sec): 3 clusters
  Score: Raw -442199.720377 + Penalty 2780.959495 = -439418.760882
  nChanged 105
		SP:Iteration 11Q (93138.080000 sec): 3 clusters
  Score: Raw -442261.376561 + Penalty 2780.959495 = -439480.417067
  nChanged 130
		SP:Iteration 12Q (93138.170000 sec): 3 clusters
  Score: Raw -442331.695542 + Penalty 2780.959495 = -439550.736047
  nChanged 130
		SP:Iteration 13Q (93138.270000 sec): 3 clusters
  Score: Raw -442404.458983 + Penalty 2780.959495 = -439623.499488
  nChanged 118
		SP:Iteration 14Q (93138.370000 sec): 3 clusters
  Score: Raw -442465.422626 + Penalty 2780.959495 = -439684.463131
  nChanged 111
		SP:Iteration 15Q (93138.470000 sec): 3 clusters
  Score: Raw -442512.917558 + Penalty 2780.959495 = -439731.958063
  nChanged 85
		SP:Iteration 16Q (93138.560000 sec): 3 clusters
  Score: Raw -442548.304809 + Penalty 2780.959495 = -439767.345314
  nChanged 82
		SP:Iteration 17Q (93138.660000 sec): 3 clusters
  Score: Raw -442588.365538 + Penalty 2780.959495 = -439807.406043
  nChanged 70
		SP:Iteration 18Q (93138.750000 sec): 3 clusters
  Score: Raw -442620.983915 + Penalty 2780.959495 = -439840.024420
  nChanged 65
		SP:Iteration 19Q (93138.850000 sec): 3 clusters
  Score: Raw -442647.368758 + Penalty 2780.959495 = -439866.409263
  nChanged 54
		SP:Iteration 20F (93138.940000 sec): 3 clusters
  Score: Raw -442673.602187 + Penalty 2780.959495 = -439892.642692
  nChanged 54
		SP:Iteration 21Q (93139.040000 sec): 3 clusters
  Score: Raw -442694.389591 + Penalty 2780.959495 = -439913.430096
  nChanged 46
		SP:Iteration 22Q (93139.130000 sec): 3 clusters
  Score: Raw -442713.787913 + Penalty 2780.959495 = -439932.828418
  nChanged 53
		SP:Iteration 23Q (93139.230000 sec): 3 clusters
  Score: Raw -442735.790743 + Penalty 2780.959495 = -439954.831248
  nChanged 53
		SP:Iteration 24Q (93139.320000 sec): 3 clusters
  Score: Raw -442756.348840 + Penalty 2780.959495 = -439975.389345
  nChanged 38
		SP:Iteration 25Q (93139.420000 sec): 3 clusters
  Score: Raw -442771.421047 + Penalty 2780.959495 = -439990.461553
  nChanged 39
		SP:Iteration 26Q (93139.510000 sec): 3 clusters
  Score: Raw -442786.745301 + Penalty 2780.959495 = -440005.785806
  nChanged 39
		SP:Iteration 27Q (93139.610000 sec): 3 clusters
  Score: Raw -442801.083597 + Penalty 2780.959495 = -440020.124102
  nChanged 22
		SP:Iteration 28Q (93139.700000 sec): 3 clusters
  Score: Raw -442809.313119 + Penalty 2780.959495 = -440028.353624
  nChanged 27
		SP:Iteration 29Q (93139.790000 sec): 3 clusters
  Score: Raw -442820.874994 + Penalty 2780.959495 = -440039.915499
  nChanged 30
		SP:Iteration 30Q (93139.890000 sec): 3 clusters
  Score: Raw -442833.082986 + Penalty 2780.959495 = -440052.123491
  nChanged 40
		SP:Iteration 31Q (93139.980000 sec): 3 clusters
  Score: Raw -442848.156150 + Penalty 2780.959495 = -440067.196655
  nChanged 41
		SP:Iteration 32Q (93140.070000 sec): 3 clusters
  Score: Raw -442867.251778 + Penalty 2780.959495 = -440086.292283
  nChanged 42
		SP:Iteration 33Q (93140.170000 sec): 3 clusters
  Score: Raw -442889.794318 + Penalty 2780.959495 = -440108.834823
  nChanged 51
		SP:Iteration 34Q (93140.260000 sec): 3 clusters
  Score: Raw -442930.174909 + Penalty 2780.959495 = -440149.215414
  nChanged 62
		SP:Iteration 35Q (93140.350000 sec): 3 clusters
  Score: Raw -442973.917658 + Penalty 2780.959495 = -440192.958163
  nChanged 59
		SP:Iteration 36Q (93140.450000 sec): 3 clusters
  Score: Raw -443020.166754 + Penalty 2780.959495 = -440239.207259
  nChanged 62
		SP:Iteration 37Q (93140.540000 sec): 3 clusters
  Score: Raw -443076.106443 + Penalty 2780.959495 = -440295.146948
  nChanged 67
		SP:Iteration 38Q (93140.630000 sec): 3 clusters
  Score: Raw -443127.473611 + Penalty 2780.959495 = -440346.514116
  nChanged 59
		SP:Iteration 39Q (93140.720000 sec): 3 clusters
  Score: Raw -443159.942729 + Penalty 2780.959495 = -440378.983234
  nChanged 36
		SP:Iteration 40F (93140.820000 sec): 3 clusters
  Score: Raw -443177.176218 + Penalty 2780.959495 = -440396.216723
  nChanged 30
		SP:Iteration 41Q (93140.910000 sec): 3 clusters
  Score: Raw -443194.073034 + Penalty 2780.959495 = -440413.113539
  nChanged 30
		SP:Iteration 42Q (93141.000000 sec): 3 clusters
  Score: Raw -443207.528675 + Penalty 2780.959495 = -440426.569180
  nChanged 20
		SP:Iteration 43Q (93141.090000 sec): 3 clusters
  Score: Raw -443213.375079 + Penalty 2780.959495 = -440432.415584
  nChanged 10
		SP:Iteration 44Q (93141.180000 sec): 3 clusters
  Score: Raw -443217.780705 + Penalty 2780.959495 = -440436.821210
  nChanged 9
		SP:Iteration 45Q (93141.270000 sec): 3 clusters
  Score: Raw -443220.890593 + Penalty 2780.959495 = -440439.931098
  nChanged 3
		SP:Iteration 46Q (93141.370000 sec): 3 clusters
  Score: Raw -443222.081599 + Penalty 2780.959495 = -440441.122104
  nChanged 5
		SP:Iteration 47Q (93141.460000 sec): 3 clusters
  Score: Raw -443223.813018 + Penalty 2780.959495 = -440442.853523
  nChanged 7
		SP:Iteration 48Q (93141.550000 sec): 3 clusters
  Score: Raw -443226.211878 + Penalty 2780.959495 = -440445.252383
  nChanged 3
		SP:Iteration 49Q (93141.640000 sec): 3 clusters
  Score: Raw -443226.976104 + Penalty 2780.959495 = -440446.016609
  nChanged 0
		SP:Iteration 50F (93141.730000 sec): 3 clusters
  Score: Raw -443226.976104 + Penalty 2780.959495 = -440446.016609
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 78 (3341 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (93141.800000 sec): 2 clusters
  Score: Raw -297586.067466 + Penalty 1318.529134 = -296267.538332
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (93141.870000 sec): 3 clusters
  Score: Raw -295967.316466 + Penalty 2637.058269 = -293330.258197
  nChanged 1253
		SP:Iteration 1F (93141.940000 sec): 3 clusters
  Score: Raw -296769.423642 + Penalty 2637.058269 = -294132.365373
  nChanged 307
		SP:Iteration 2F (93142.000000 sec): 3 clusters
  Score: Raw -297037.014461 + Penalty 2637.058269 = -294399.956192
  nChanged 254
		SP:Iteration 3F (93142.060000 sec): 3 clusters
  Score: Raw -297302.951591 + Penalty 2637.058269 = -294665.893322
  nChanged 256
		SP:Iteration 4F (93142.130000 sec): 3 clusters
  Score: Raw -297558.854251 + Penalty 2637.058269 = -294921.795983
  nChanged 217
		SP:Iteration 5F (93142.190000 sec): 3 clusters
  Score: Raw -297761.066142 + Penalty 2637.058269 = -295124.007873
  nChanged 159
		SP:Iteration 6Q (93142.260000 sec): 3 clusters
  Score: Raw -297881.584589 + Penalty 2637.058269 = -295244.526320
  nChanged 116
		SP:Iteration 7Q (93142.330000 sec): 3 clusters
  Score: Raw -297959.557861 + Penalty 2637.058269 = -295322.499593
  nChanged 75
		SP:Iteration 8Q (93142.390000 sec): 3 clusters
  Score: Raw -298000.411714 + Penalty 2637.058269 = -295363.353446
  nChanged 56
		SP:Iteration 9Q (93142.460000 sec): 3 clusters
  Score: Raw -298028.702831 + Penalty 2637.058269 = -295391.644562
  nChanged 40
		SP:Iteration 10Q (93142.520000 sec): 3 clusters
  Score: Raw -298045.950488 + Penalty 2637.058269 = -295408.892219
  nChanged 31
		SP:Iteration 11Q (93142.580000 sec): 3 clusters
  Score: Raw -298057.400782 + Penalty 2637.058269 = -295420.342513
  nChanged 23
		SP:Iteration 12Q (93142.650000 sec): 3 clusters
  Score: Raw -298067.838243 + Penalty 2637.058269 = -295430.779974
  nChanged 21
		SP:Iteration 13Q (93142.710000 sec): 3 clusters
  Score: Raw -298073.336102 + Penalty 2637.058269 = -295436.277833
  nChanged 7
		SP:Iteration 14Q (93142.770000 sec): 3 clusters
  Score: Raw -298075.151991 + Penalty 2637.058269 = -295438.093722
  nChanged 7
		SP:Iteration 15Q (93142.840000 sec): 3 clusters
  Score: Raw -298077.304148 + Penalty 2637.058269 = -295440.245879
  nChanged 7
		SP:Iteration 16Q (93142.900000 sec): 3 clusters
  Score: Raw -298079.086923 + Penalty 2637.058269 = -295442.028654
  nChanged 10
		SP:Iteration 17Q (93142.960000 sec): 3 clusters
  Score: Raw -298082.006653 + Penalty 2637.058269 = -295444.948385
  nChanged 8
		SP:Iteration 18Q (93143.030000 sec): 3 clusters
  Score: Raw -298085.276195 + Penalty 2637.058269 = -295448.217926
  nChanged 9
		SP:Iteration 19Q (93143.090000 sec): 3 clusters
  Score: Raw -298088.103852 + Penalty 2637.058269 = -295451.045583
  nChanged 1
		SP:Iteration 20F (93143.150000 sec): 3 clusters
  Score: Raw -298088.223505 + Penalty 2637.058269 = -295451.165237
  nChanged 1
		SP:Iteration 21Q (93143.220000 sec): 3 clusters
  Score: Raw -298088.729785 + Penalty 2637.058269 = -295451.671517
  nChanged 2
		SP:Iteration 22Q (93143.280000 sec): 3 clusters
  Score: Raw -298089.400933 + Penalty 2637.058269 = -295452.342664
  nChanged 1
		SP:Iteration 23Q (93143.340000 sec): 3 clusters
  Score: Raw -298089.608350 + Penalty 2637.058269 = -295452.550082
  nChanged 2
		SP:Iteration 24Q (93143.410000 sec): 3 clusters
  Score: Raw -298090.039421 + Penalty 2637.058269 = -295452.981152
  nChanged 2
		SP:Iteration 25Q (93143.470000 sec): 3 clusters
  Score: Raw -298091.049288 + Penalty 2637.058269 = -295453.991019
  nChanged 1
		SP:Iteration 26Q (93143.530000 sec): 3 clusters
  Score: Raw -298091.452824 + Penalty 2637.058269 = -295454.394555
  nChanged 1
		SP:Iteration 27Q (93143.600000 sec): 3 clusters
  Score: Raw -298091.648711 + Penalty 2637.058269 = -295454.590442
  nChanged 0
		SP:Iteration 28F (93143.660000 sec): 3 clusters
  Score: Raw -298091.648711 + Penalty 2637.058269 = -295454.590442
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 79 (1784 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (93143.720000 sec): 2 clusters
  Score: Raw -140282.084346 + Penalty 1216.574663 = -139065.509682
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (93143.760000 sec): 3 clusters
  Score: Raw -139597.690716 + Penalty 2433.149327 = -137164.541389
  nChanged 608
		SP:Iteration 1F (93143.790000 sec): 3 clusters
  Score: Raw -140111.528039 + Penalty 2433.149327 = -137678.378712
  nChanged 141
		SP:Iteration 2F (93143.820000 sec): 3 clusters
  Score: Raw -140245.123154 + Penalty 2433.149327 = -137811.973828
  nChanged 98
		SP:Iteration 3F (93143.860000 sec): 3 clusters
  Score: Raw -140338.653298 + Penalty 2433.149327 = -137905.503971
  nChanged 71
		SP:Iteration 4Q (93143.890000 sec): 3 clusters
  Score: Raw -140416.184762 + Penalty 2433.149327 = -137983.035435
  nChanged 70
		SP:Iteration 5Q (93143.930000 sec): 3 clusters
  Score: Raw -140490.142608 + Penalty 2433.149327 = -138056.993281
  nChanged 64
		SP:Iteration 6Q (93143.960000 sec): 3 clusters
  Score: Raw -140569.667594 + Penalty 2433.149327 = -138136.518267
  nChanged 60
		SP:Iteration 7Q (93143.990000 sec): 3 clusters
  Score: Raw -140679.155936 + Penalty 2433.149327 = -138246.006609
  nChanged 67
		SP:Iteration 8Q (93144.030000 sec): 3 clusters
  Score: Raw -140773.316332 + Penalty 2433.149327 = -138340.167005
  nChanged 65
		SP:Iteration 9Q (93144.060000 sec): 3 clusters
  Score: Raw -140860.284519 + Penalty 2433.149327 = -138427.135192
  nChanged 50
		SP:Iteration 10Q (93144.100000 sec): 3 clusters
  Score: Raw -140939.025674 + Penalty 2433.149327 = -138505.876347
  nChanged 52
		SP:Iteration 11Q (93144.130000 sec): 3 clusters
  Score: Raw -141015.263814 + Penalty 2433.149327 = -138582.114487
  nChanged 45
		SP:Iteration 12Q (93144.160000 sec): 3 clusters
  Score: Raw -141070.291030 + Penalty 2433.149327 = -138637.141703
  nChanged 31
		SP:Iteration 13Q (93144.200000 sec): 3 clusters
  Score: Raw -141111.639375 + Penalty 2433.149327 = -138678.490048
  nChanged 37
		SP:Iteration 14Q (93144.230000 sec): 3 clusters
  Score: Raw -141145.604052 + Penalty 2433.149327 = -138712.454725
  nChanged 26
		SP:Iteration 15Q (93144.260000 sec): 3 clusters
  Score: Raw -141166.029650 + Penalty 2433.149327 = -138732.880323
  nChanged 17
		SP:Iteration 16Q (93144.290000 sec): 3 clusters
  Score: Raw -141177.545691 + Penalty 2433.149327 = -138744.396365
  nChanged 16
		SP:Iteration 17Q (93144.320000 sec): 3 clusters
  Score: Raw -141188.690467 + Penalty 2433.149327 = -138755.541141
  nChanged 14
		SP:Iteration 18Q (93144.360000 sec): 3 clusters
  Score: Raw -141195.305338 + Penalty 2433.149327 = -138762.156012
  nChanged 7
		SP:Iteration 19Q (93144.390000 sec): 3 clusters
  Score: Raw -141200.399247 + Penalty 2433.149327 = -138767.249920
  nChanged 8
		SP:Iteration 20F (93144.420000 sec): 3 clusters
  Score: Raw -141203.869826 + Penalty 2433.149327 = -138770.720499
  nChanged 7
		SP:Iteration 21Q (93144.450000 sec): 3 clusters
  Score: Raw -141208.609167 + Penalty 2433.149327 = -138775.459840
  nChanged 5
		SP:Iteration 22Q (93144.480000 sec): 3 clusters
  Score: Raw -141210.586089 + Penalty 2433.149327 = -138777.436762
  nChanged 3
		SP:Iteration 23Q (93144.520000 sec): 3 clusters
  Score: Raw -141212.825503 + Penalty 2433.149327 = -138779.676176
  nChanged 2
		SP:Iteration 24Q (93144.550000 sec): 3 clusters
  Score: Raw -141214.371153 + Penalty 2433.149327 = -138781.221827
  nChanged 1
		SP:Iteration 25Q (93144.580000 sec): 3 clusters
  Score: Raw -141214.816897 + Penalty 2433.149327 = -138781.667570
  nChanged 0
		SP:Iteration 26F (93144.620000 sec): 3 clusters
  Score: Raw -141214.816897 + Penalty 2433.149327 = -138781.667570
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 80 (1011 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (93144.660000 sec): 2 clusters
  Score: Raw -89651.991622 + Penalty 1124.287973 = -88527.703649
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (93144.680000 sec): 3 clusters
  Score: Raw -89335.528131 + Penalty 2248.575946 = -87086.952184
  nChanged 302
		SP:Iteration 1F (93144.700000 sec): 3 clusters
  Score: Raw -89612.491437 + Penalty 2248.575946 = -87363.915491
  nChanged 68
		SP:Iteration 2F (93144.720000 sec): 3 clusters
  Score: Raw -89686.179119 + Penalty 2248.575946 = -87437.603172
  nChanged 35
		SP:Iteration 3Q (93144.740000 sec): 3 clusters
  Score: Raw -89722.726235 + Penalty 2248.575946 = -87474.150288
  nChanged 25
		SP:Iteration 4Q (93144.760000 sec): 3 clusters
  Score: Raw -89745.459919 + Penalty 2248.575946 = -87496.883973
  nChanged 17
		SP:Iteration 5Q (93144.780000 sec): 3 clusters
  Score: Raw -89759.475407 + Penalty 2248.575946 = -87510.899461
  nChanged 10
		SP:Iteration 6Q (93144.800000 sec): 3 clusters
  Score: Raw -89772.949819 + Penalty 2248.575946 = -87524.373873
  nChanged 10
		SP:Iteration 7Q (93144.820000 sec): 3 clusters
  Score: Raw -89782.304730 + Penalty 2248.575946 = -87533.728783
  nChanged 13
		SP:Iteration 8Q (93144.840000 sec): 3 clusters
  Score: Raw -89798.947268 + Penalty 2248.575946 = -87550.371322
  nChanged 17
		SP:Iteration 9Q (93144.860000 sec): 3 clusters
  Score: Raw -89824.727443 + Penalty 2248.575946 = -87576.151497
  nChanged 15
		SP:Iteration 10Q (93144.880000 sec): 3 clusters
  Score: Raw -89837.446460 + Penalty 2248.575946 = -87588.870514
  nChanged 13
		SP:Iteration 11Q (93144.900000 sec): 3 clusters
  Score: Raw -89849.276814 + Penalty 2248.575946 = -87600.700867
  nChanged 10
		SP:Iteration 12Q (93144.920000 sec): 3 clusters
  Score: Raw -89859.396908 + Penalty 2248.575946 = -87610.820962
  nChanged 11
		SP:Iteration 13Q (93144.940000 sec): 3 clusters
  Score: Raw -89868.796427 + Penalty 2248.575946 = -87620.220480
  nChanged 9
		SP:Iteration 14Q (93144.960000 sec): 3 clusters
  Score: Raw -89878.291253 + Penalty 2248.575946 = -87629.715307
  nChanged 6
		SP:Iteration 15Q (93144.980000 sec): 3 clusters
  Score: Raw -89881.505425 + Penalty 2248.575946 = -87632.929479
  nChanged 4
		SP:Iteration 16Q (93145.000000 sec): 3 clusters
  Score: Raw -89885.943206 + Penalty 2248.575946 = -87637.367260
  nChanged 4
		SP:Iteration 17Q (93145.020000 sec): 3 clusters
  Score: Raw -89888.471494 + Penalty 2248.575946 = -87639.895548
  nChanged 3
		SP:Iteration 18Q (93145.040000 sec): 3 clusters
  Score: Raw -89891.788276 + Penalty 2248.575946 = -87643.212330
  nChanged 3
		SP:Iteration 19Q (93145.060000 sec): 3 clusters
  Score: Raw -89894.171207 + Penalty 2248.575946 = -87645.595260
  nChanged 5
		SP:Iteration 20F (93145.080000 sec): 3 clusters
  Score: Raw -89900.177768 + Penalty 2248.575946 = -87651.601821
  nChanged 4
		SP:Iteration 21Q (93145.100000 sec): 3 clusters
  Score: Raw -89903.164983 + Penalty 2248.575946 = -87654.589037
  nChanged 3
		SP:Iteration 22Q (93145.120000 sec): 3 clusters
  Score: Raw -89905.475459 + Penalty 2248.575946 = -87656.899513
  nChanged 1
		SP:Iteration 23Q (93145.140000 sec): 3 clusters
  Score: Raw -89908.087426 + Penalty 2248.575946 = -87659.511480
  nChanged 2
		SP:Iteration 24Q (93145.160000 sec): 3 clusters
  Score: Raw -89910.724562 + Penalty 2248.575946 = -87662.148616
  nChanged 2
		SP:Iteration 25Q (93145.180000 sec): 3 clusters
  Score: Raw -89912.069701 + Penalty 2248.575946 = -87663.493755
  nChanged 2
		SP:Iteration 26Q (93145.200000 sec): 3 clusters
  Score: Raw -89913.831973 + Penalty 2248.575946 = -87665.256027
  nChanged 4
		SP:Iteration 27Q (93145.220000 sec): 3 clusters
  Score: Raw -89916.991439 + Penalty 2248.575946 = -87668.415493
  nChanged 3
		SP:Iteration 28Q (93145.240000 sec): 3 clusters
  Score: Raw -89919.433028 + Penalty 2248.575946 = -87670.857082
  nChanged 7
		SP:Iteration 29Q (93145.260000 sec): 3 clusters
  Score: Raw -89928.018185 + Penalty 2248.575946 = -87679.442239
  nChanged 5
		SP:Iteration 30Q (93145.280000 sec): 3 clusters
  Score: Raw -89932.792023 + Penalty 2248.575946 = -87684.216077
  nChanged 2
		SP:Iteration 31Q (93145.290000 sec): 3 clusters
  Score: Raw -89934.884653 + Penalty 2248.575946 = -87686.308707
  nChanged 5
		SP:Iteration 32Q (93145.310000 sec): 3 clusters
  Score: Raw -89939.273268 + Penalty 2248.575946 = -87690.697322
  nChanged 4
		SP:Iteration 33Q (93145.330000 sec): 3 clusters
  Score: Raw -89943.154046 + Penalty 2248.575946 = -87694.578100
  nChanged 6
		SP:Iteration 34Q (93145.350000 sec): 3 clusters
  Score: Raw -89949.178421 + Penalty 2248.575946 = -87700.602475
  nChanged 4
		SP:Iteration 35Q (93145.370000 sec): 3 clusters
  Score: Raw -89952.495225 + Penalty 2248.575946 = -87703.919279
  nChanged 7
		SP:Iteration 36Q (93145.390000 sec): 3 clusters
  Score: Raw -89962.064054 + Penalty 2248.575946 = -87713.488107
  nChanged 8
		SP:Iteration 37Q (93145.410000 sec): 3 clusters
  Score: Raw -89970.017192 + Penalty 2248.575946 = -87721.441246
  nChanged 11
		SP:Iteration 38Q (93145.430000 sec): 3 clusters
  Score: Raw -89983.318344 + Penalty 2248.575946 = -87734.742397
  nChanged 9
		SP:Iteration 39Q (93145.450000 sec): 3 clusters
  Score: Raw -89995.987691 + Penalty 2248.575946 = -87747.411745
  nChanged 12
		SP:Iteration 40F (93145.470000 sec): 3 clusters
  Score: Raw -90019.178124 + Penalty 2248.575946 = -87770.602178
  nChanged 12
		SP:Iteration 41Q (93145.490000 sec): 3 clusters
  Score: Raw -90043.746306 + Penalty 2248.575946 = -87795.170360
  nChanged 14
		SP:Iteration 42Q (93145.510000 sec): 3 clusters
  Score: Raw -90070.169144 + Penalty 2248.575946 = -87821.593198
  nChanged 17
		SP:Iteration 43Q (93145.530000 sec): 3 clusters
  Score: Raw -90121.754358 + Penalty 2248.575946 = -87873.178412
  nChanged 17
		SP:Iteration 44Q (93145.550000 sec): 3 clusters
  Score: Raw -90206.939689 + Penalty 2248.575946 = -87958.363743
  nChanged 16
		SP:Iteration 45Q (93145.570000 sec): 3 clusters
  Score: Raw -90267.840409 + Penalty 2248.575946 = -88019.264463
  nChanged 15
		SP:Iteration 46Q (93145.580000 sec): 3 clusters
  Score: Raw -90303.758346 + Penalty 2248.575946 = -88055.182400
  nChanged 13
		SP:Iteration 47Q (93145.600000 sec): 3 clusters
  Score: Raw -90322.567968 + Penalty 2248.575946 = -88073.992022
  nChanged 10
		SP:Iteration 48Q (93145.620000 sec): 3 clusters
  Score: Raw -90336.855010 + Penalty 2248.575946 = -88088.279064
  nChanged 6
		SP:Iteration 49Q (93145.640000 sec): 3 clusters
  Score: Raw -90346.393879 + Penalty 2248.575946 = -88097.817933
  nChanged 7
		SP:Iteration 50Q (93145.660000 sec): 3 clusters
  Score: Raw -90354.253348 + Penalty 2248.575946 = -88105.677402
  nChanged 7
		SP:Iteration 51Q (93145.680000 sec): 3 clusters
  Score: Raw -90368.310253 + Penalty 2248.575946 = -88119.734306
  nChanged 12
		SP:Iteration 52Q (93145.700000 sec): 3 clusters
  Score: Raw -90393.580463 + Penalty 2248.575946 = -88145.004517
  nChanged 13
		SP:Iteration 53Q (93145.720000 sec): 3 clusters
  Score: Raw -90412.097831 + Penalty 2248.575946 = -88163.521885
  nChanged 8
		SP:Iteration 54Q (93145.740000 sec): 3 clusters
  Score: Raw -90425.077149 + Penalty 2248.575946 = -88176.501202
  nChanged 14
		SP:Iteration 55Q (93145.760000 sec): 3 clusters
  Score: Raw -90447.627019 + Penalty 2248.575946 = -88199.051073
  nChanged 14
		SP:Iteration 56Q (93145.770000 sec): 3 clusters
  Score: Raw -90474.486107 + Penalty 2248.575946 = -88225.910160
  nChanged 16
		SP:Iteration 57Q (93145.790000 sec): 3 clusters
  Score: Raw -90505.236684 + Penalty 2248.575946 = -88256.660738
  nChanged 15
		SP:Iteration 58Q (93145.810000 sec): 3 clusters
  Score: Raw -90543.441879 + Penalty 2248.575946 = -88294.865933
  nChanged 21
		SP:Iteration 59Q (93145.830000 sec): 3 clusters
  Score: Raw -90642.124437 + Penalty 2248.575946 = -88393.548490
  nChanged 27
		SP:Iteration 60F (93145.850000 sec): 3 clusters
  Score: Raw -90943.874231 + Penalty 2248.575946 = -88695.298284
  nChanged 11
		SP:Iteration 61Q (93145.870000 sec): 3 clusters
  Score: Raw -91136.151233 + Penalty 2248.575946 = -88887.575287
  nChanged 3
		SP:Iteration 62Q (93145.880000 sec): 3 clusters
  Score: Raw -91151.189933 + Penalty 2248.575946 = -88902.613987
  nChanged 6
		SP:Iteration 63Q (93145.900000 sec): 3 clusters
  Score: Raw -91195.702081 + Penalty 2248.575946 = -88947.126135
  nChanged 5
		SP:Iteration 64Q (93145.920000 sec): 3 clusters
  Score: Raw -91234.942627 + Penalty 2248.575946 = -88986.366681
  nChanged 2
		SP:Iteration 65Q (93145.940000 sec): 3 clusters
  Score: Raw -91247.626478 + Penalty 2248.575946 = -88999.050532
  nChanged 3
		SP:Iteration 66Q (93145.960000 sec): 3 clusters
  Score: Raw -91267.672245 + Penalty 2248.575946 = -89019.096299
  nChanged 2
		SP:Iteration 67Q (93145.980000 sec): 3 clusters
  Score: Raw -91274.683077 + Penalty 2248.575946 = -89026.107131
  nChanged 2
		SP:Iteration 68Q (93146.000000 sec): 3 clusters
  Score: Raw -91288.379631 + Penalty 2248.575946 = -89039.803685
  nChanged 1
		SP:Iteration 69Q (93146.020000 sec): 3 clusters
  Score: Raw -91295.902528 + Penalty 2248.575946 = -89047.326582
  nChanged 1
		SP:Iteration 70Q (93146.030000 sec): 3 clusters
  Score: Raw -91297.933255 + Penalty 2248.575946 = -89049.357308
  nChanged 0
		SP:Iteration 71F (93146.050000 sec): 3 clusters
  Score: Raw -91297.933255 + Penalty 2248.575946 = -89049.357308
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 112.
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 81 (5309 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (93146.140000 sec): 2 clusters
  Score: Raw -454631.696310 + Penalty 1393.788301 = -453237.908010
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (93146.250000 sec): 3 clusters
  Score: Raw -451858.173974 + Penalty 2787.576601 = -449070.597373
  nChanged 2155
		SP:Iteration 1F (93146.350000 sec): 3 clusters
  Score: Raw -453031.726360 + Penalty 2787.576601 = -450244.149759
  nChanged 366
		SP:Iteration 2F (93146.450000 sec): 3 clusters
  Score: Raw -453207.887631 + Penalty 2787.576601 = -450420.311030
  nChanged 262
		SP:Iteration 3Q (93146.550000 sec): 3 clusters
  Score: Raw -453333.416129 + Penalty 2787.576601 = -450545.839528
  nChanged 218
		SP:Iteration 4Q (93146.660000 sec): 3 clusters
  Score: Raw -453435.409960 + Penalty 2787.576601 = -450647.833359
  nChanged 173
		SP:Iteration 5Q (93146.760000 sec): 3 clusters
  Score: Raw -453529.335184 + Penalty 2787.576601 = -450741.758583
  nChanged 190
		SP:Iteration 6Q (93146.860000 sec): 3 clusters
  Score: Raw -453633.832407 + Penalty 2787.576601 = -450846.255806
  nChanged 179
		SP:Iteration 7Q (93146.960000 sec): 3 clusters
  Score: Raw -453721.242586 + Penalty 2787.576601 = -450933.665985
  nChanged 166
		SP:Iteration 8Q (93147.060000 sec): 3 clusters
  Score: Raw -453812.278648 + Penalty 2787.576601 = -451024.702047
  nChanged 177
		SP:Iteration 9Q (93147.170000 sec): 3 clusters
  Score: Raw -453913.866341 + Penalty 2787.576601 = -451126.289740
  nChanged 184
		SP:Iteration 10Q (93147.270000 sec): 3 clusters
  Score: Raw -454024.410137 + Penalty 2787.576601 = -451236.833536
  nChanged 165
		SP:Iteration 11Q (93147.370000 sec): 3 clusters
  Score: Raw -454124.577043 + Penalty 2787.576601 = -451337.000442
  nChanged 170
		SP:Iteration 12Q (93147.470000 sec): 3 clusters
  Score: Raw -454230.267593 + Penalty 2787.576601 = -451442.690992
  nChanged 157
		SP:Iteration 13Q (93147.570000 sec): 3 clusters
  Score: Raw -454349.298997 + Penalty 2787.576601 = -451561.722396
  nChanged 165
		SP:Iteration 14Q (93147.680000 sec): 3 clusters
  Score: Raw -454515.649843 + Penalty 2787.576601 = -451728.073242
  nChanged 160
		SP:Iteration 15Q (93147.780000 sec): 3 clusters
  Score: Raw -454683.254384 + Penalty 2787.576601 = -451895.677783
  nChanged 143
		SP:Iteration 16Q (93147.880000 sec): 3 clusters
  Score: Raw -454850.133667 + Penalty 2787.576601 = -452062.557066
  nChanged 130
		SP:Iteration 17Q (93147.980000 sec): 3 clusters
  Score: Raw -454953.740141 + Penalty 2787.576601 = -452166.163540
  nChanged 89
		SP:Iteration 18Q (93148.070000 sec): 3 clusters
  Score: Raw -455037.630571 + Penalty 2787.576601 = -452250.053970
  nChanged 86
		SP:Iteration 19Q (93148.170000 sec): 3 clusters
  Score: Raw -455099.736846 + Penalty 2787.576601 = -452312.160245
  nChanged 68
		SP:Iteration 20F (93148.270000 sec): 3 clusters
  Score: Raw -455139.686348 + Penalty 2787.576601 = -452352.109747
  nChanged 53
		SP:Iteration 21Q (93148.370000 sec): 3 clusters
  Score: Raw -455172.572263 + Penalty 2787.576601 = -452384.995662
  nChanged 49
		SP:Iteration 22Q (93148.460000 sec): 3 clusters
  Score: Raw -455196.783738 + Penalty 2787.576601 = -452409.207137
  nChanged 39
		SP:Iteration 23Q (93148.560000 sec): 3 clusters
  Score: Raw -455213.529483 + Penalty 2787.576601 = -452425.952882
  nChanged 28
		SP:Iteration 24Q (93148.660000 sec): 3 clusters
  Score: Raw -455222.545959 + Penalty 2787.576601 = -452434.969358
  nChanged 23
		SP:Iteration 25Q (93148.760000 sec): 3 clusters
  Score: Raw -455229.925666 + Penalty 2787.576601 = -452442.349065
  nChanged 16
		SP:Iteration 26Q (93148.840000 sec): 3 clusters
  Score: Raw -455236.347695 + Penalty 2787.576601 = -452448.771093
  nChanged 15
		SP:Iteration 27Q (93148.940000 sec): 3 clusters
  Score: Raw -455240.972592 + Penalty 2787.576601 = -452453.395991
  nChanged 8
		SP:Iteration 28Q (93149.050000 sec): 3 clusters
  Score: Raw -455242.595924 + Penalty 2787.576601 = -452455.019323
  nChanged 7
		SP:Iteration 29Q (93149.140000 sec): 3 clusters
  Score: Raw -455244.498203 + Penalty 2787.576601 = -452456.921602
  nChanged 2
		SP:Iteration 30Q (93149.240000 sec): 3 clusters
  Score: Raw -455244.830388 + Penalty 2787.576601 = -452457.253787
  nChanged 3
		SP:Iteration 31Q (93149.330000 sec): 3 clusters
  Score: Raw -455245.941151 + Penalty 2787.576601 = -452458.364549
  nChanged 5
		SP:Iteration 32Q (93149.430000 sec): 3 clusters
  Score: Raw -455246.915779 + Penalty 2787.576601 = -452459.339178
  nChanged 2
		SP:Iteration 33Q (93149.530000 sec): 3 clusters
  Score: Raw -455247.482022 + Penalty 2787.576601 = -452459.905421
  nChanged 1
		SP:Iteration 34Q (93149.630000 sec): 3 clusters
  Score: Raw -455247.722636 + Penalty 2787.576601 = -452460.146035
  nChanged 1
		SP:Iteration 35Q (93149.720000 sec): 3 clusters
  Score: Raw -455247.920711 + Penalty 2787.576601 = -452460.344110
  nChanged 2
		SP:Iteration 36Q (93149.820000 sec): 3 clusters
  Score: Raw -455248.160206 + Penalty 2787.576601 = -452460.583604
  nChanged 0
		SP:Iteration 37F (93149.920000 sec): 3 clusters
  Score: Raw -455248.160206 + Penalty 2787.576601 = -452460.583604
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 82 (265 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (93149.970000 sec): 2 clusters
  Score: Raw -19614.469443 + Penalty 906.706097 = -18707.763346
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (93149.970000 sec): 3 clusters
  Score: Raw -19724.756186 + Penalty 1813.412193 = -17911.343993
  nChanged 41
		SP:Iteration 1F (93149.980000 sec): 3 clusters
  Score: Raw -19824.271061 + Penalty 1813.412193 = -18010.858868
  nChanged 19
		SP:Iteration 2F (93149.990000 sec): 3 clusters
  Score: Raw -19880.754101 + Penalty 1813.412193 = -18067.341908
  nChanged 9
		SP:Iteration 3Q (93149.990000 sec): 3 clusters
  Score: Raw -19909.692501 + Penalty 1813.412193 = -18096.280307
  nChanged 5
		SP:Iteration 4Q (93150.000000 sec): 3 clusters
  Score: Raw -19922.462390 + Penalty 1813.412193 = -18109.050197
  nChanged 0
		SP:Iteration 5F (93150.010000 sec): 3 clusters
  Score: Raw -19922.462390 + Penalty 1813.412193 = -18109.050197
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 83 (956 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (93150.050000 sec): 2 clusters
  Score: Raw -84322.815276 + Penalty 1115.198161 = -83207.617116
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (93150.070000 sec): 3 clusters
  Score: Raw -84008.511470 + Penalty 2230.396322 = -81778.115148
  nChanged 296
		SP:Iteration 1F (93150.090000 sec): 3 clusters
  Score: Raw -84276.043822 + Penalty 2230.396322 = -82045.647501
  nChanged 90
		SP:Iteration 2F (93150.110000 sec): 3 clusters
  Score: Raw -84370.399256 + Penalty 2230.396322 = -82140.002935
  nChanged 46
		SP:Iteration 3Q (93150.130000 sec): 3 clusters
  Score: Raw -84429.845853 + Penalty 2230.396322 = -82199.449531
  nChanged 46
		SP:Iteration 4Q (93150.140000 sec): 3 clusters
  Score: Raw -84479.518092 + Penalty 2230.396322 = -82249.121771
  nChanged 24
		SP:Iteration 5Q (93150.160000 sec): 3 clusters
  Score: Raw -84501.093859 + Penalty 2230.396322 = -82270.697537
  nChanged 13
		SP:Iteration 6Q (93150.180000 sec): 3 clusters
  Score: Raw -84508.415016 + Penalty 2230.396322 = -82278.018695
  nChanged 8
		SP:Iteration 7Q (93150.200000 sec): 3 clusters
  Score: Raw -84518.786817 + Penalty 2230.396322 = -82288.390495
  nChanged 12
		SP:Iteration 8Q (93150.220000 sec): 3 clusters
  Score: Raw -84534.614323 + Penalty 2230.396322 = -82304.218001
  nChanged 9
		SP:Iteration 9Q (93150.240000 sec): 3 clusters
  Score: Raw -84543.716007 + Penalty 2230.396322 = -82313.319685
  nChanged 8
		SP:Iteration 10Q (93150.260000 sec): 3 clusters
  Score: Raw -84554.198206 + Penalty 2230.396322 = -82323.801884
  nChanged 11
		SP:Iteration 11Q (93150.280000 sec): 3 clusters
  Score: Raw -84569.136740 + Penalty 2230.396322 = -82338.740419
  nChanged 11
		SP:Iteration 12Q (93150.300000 sec): 3 clusters
  Score: Raw -84582.442346 + Penalty 2230.396322 = -82352.046025
  nChanged 6
		SP:Iteration 13Q (93150.320000 sec): 3 clusters
  Score: Raw -84591.835136 + Penalty 2230.396322 = -82361.438814
  nChanged 7
		SP:Iteration 14Q (93150.330000 sec): 3 clusters
  Score: Raw -84600.513169 + Penalty 2230.396322 = -82370.116847
  nChanged 5
		SP:Iteration 15Q (93150.350000 sec): 3 clusters
  Score: Raw -84604.851682 + Penalty 2230.396322 = -82374.455360
  nChanged 2
		SP:Iteration 16Q (93150.370000 sec): 3 clusters
  Score: Raw -84607.597203 + Penalty 2230.396322 = -82377.200882
  nChanged 1
		SP:Iteration 17Q (93150.390000 sec): 3 clusters
  Score: Raw -84608.531773 + Penalty 2230.396322 = -82378.135451
  nChanged 3
		SP:Iteration 18Q (93150.410000 sec): 3 clusters
  Score: Raw -84612.220623 + Penalty 2230.396322 = -82381.824301
  nChanged 7
		SP:Iteration 19Q (93150.430000 sec): 3 clusters
  Score: Raw -84618.934963 + Penalty 2230.396322 = -82388.538641
  nChanged 4
		SP:Iteration 20F (93150.450000 sec): 3 clusters
  Score: Raw -84621.658193 + Penalty 2230.396322 = -82391.261871
  nChanged 2
		SP:Iteration 21Q (93150.470000 sec): 3 clusters
  Score: Raw -84623.567067 + Penalty 2230.396322 = -82393.170745
  nChanged 3
		SP:Iteration 22Q (93150.490000 sec): 3 clusters
  Score: Raw -84624.690201 + Penalty 2230.396322 = -82394.293880
  nChanged 2
		SP:Iteration 23Q (93150.510000 sec): 3 clusters
  Score: Raw -84625.488392 + Penalty 2230.396322 = -82395.092071
  nChanged 3
		SP:Iteration 24Q (93150.530000 sec): 3 clusters
  Score: Raw -84628.294827 + Penalty 2230.396322 = -82397.898505
  nChanged 3
		SP:Iteration 25Q (93150.550000 sec): 3 clusters
  Score: Raw -84633.361255 + Penalty 2230.396322 = -82402.964933
  nChanged 3
		SP:Iteration 26Q (93150.570000 sec): 3 clusters
  Score: Raw -84637.172727 + Penalty 2230.396322 = -82406.776406
  nChanged 1
		SP:Iteration 27Q (93150.580000 sec): 3 clusters
  Score: Raw -84637.538176 + Penalty 2230.396322 = -82407.141854
  nChanged 0
		SP:Iteration 28F (93150.600000 sec): 3 clusters
  Score: Raw -84637.538176 + Penalty 2230.396322 = -82407.141854
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 84 (2195 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (93150.670000 sec): 2 clusters
  Score: Raw -191570.680355 + Penalty 1250.264815 = -190320.415540
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (93150.720000 sec): 3 clusters
  Score: Raw -190646.218889 + Penalty 2500.529631 = -188145.689258
  nChanged 773
		SP:Iteration 1F (93150.760000 sec): 3 clusters
  Score: Raw -191262.228761 + Penalty 2500.529631 = -188761.699130
  nChanged 217
		SP:Iteration 2F (93150.810000 sec): 3 clusters
  Score: Raw -191502.204874 + Penalty 2500.529631 = -189001.675243
  nChanged 178
		SP:Iteration 3F (93150.850000 sec): 3 clusters
  Score: Raw -191707.857256 + Penalty 2500.529631 = -189207.327625
  nChanged 138
		SP:Iteration 4F (93150.890000 sec): 3 clusters
  Score: Raw -191856.052218 + Penalty 2500.529631 = -189355.522588
  nChanged 101
		SP:Iteration 5Q (93150.940000 sec): 3 clusters
  Score: Raw -191954.655875 + Penalty 2500.529631 = -189454.126245
  nChanged 70
		SP:Iteration 6Q (93150.980000 sec): 3 clusters
  Score: Raw -192022.588058 + Penalty 2500.529631 = -189522.058427
  nChanged 57
		SP:Iteration 7Q (93151.030000 sec): 3 clusters
  Score: Raw -192086.924604 + Penalty 2500.529631 = -189586.394973
  nChanged 56
		SP:Iteration 8Q (93151.070000 sec): 3 clusters
  Score: Raw -192148.522654 + Penalty 2500.529631 = -189647.993023
  nChanged 38
		SP:Iteration 9Q (93151.110000 sec): 3 clusters
  Score: Raw -192183.155566 + Penalty 2500.529631 = -189682.625935
  nChanged 35
		SP:Iteration 10Q (93151.150000 sec): 3 clusters
  Score: Raw -192217.083028 + Penalty 2500.529631 = -189716.553397
  nChanged 27
		SP:Iteration 11Q (93151.200000 sec): 3 clusters
  Score: Raw -192232.736778 + Penalty 2500.529631 = -189732.207147
  nChanged 9
		SP:Iteration 12Q (93151.240000 sec): 3 clusters
  Score: Raw -192237.009602 + Penalty 2500.529631 = -189736.479971
  nChanged 8
		SP:Iteration 13Q (93151.290000 sec): 3 clusters
  Score: Raw -192242.027809 + Penalty 2500.529631 = -189741.498178
  nChanged 4
		SP:Iteration 14Q (93151.330000 sec): 3 clusters
  Score: Raw -192244.022848 + Penalty 2500.529631 = -189743.493217
  nChanged 4
		SP:Iteration 15Q (93151.370000 sec): 3 clusters
  Score: Raw -192246.818470 + Penalty 2500.529631 = -189746.288839
  nChanged 2
		SP:Iteration 16Q (93151.420000 sec): 3 clusters
  Score: Raw -192247.526091 + Penalty 2500.529631 = -189746.996461
  nChanged 3
		SP:Iteration 17Q (93151.460000 sec): 3 clusters
  Score: Raw -192248.768365 + Penalty 2500.529631 = -189748.238734
  nChanged 5
		SP:Iteration 18Q (93151.510000 sec): 3 clusters
  Score: Raw -192250.778016 + Penalty 2500.529631 = -189750.248385
  nChanged 4
		SP:Iteration 19Q (93151.550000 sec): 3 clusters
  Score: Raw -192253.662946 + Penalty 2500.529631 = -189753.133315
  nChanged 4
		SP:Iteration 20F (93151.590000 sec): 3 clusters
  Score: Raw -192255.164389 + Penalty 2500.529631 = -189754.634758
  nChanged 1
		SP:Iteration 21Q (93151.630000 sec): 3 clusters
  Score: Raw -192255.791871 + Penalty 2500.529631 = -189755.262241
  nChanged 1
		SP:Iteration 22Q (93151.680000 sec): 3 clusters
  Score: Raw -192256.314111 + Penalty 2500.529631 = -189755.784480
  nChanged 0
		SP:Iteration 23F (93151.720000 sec): 3 clusters
  Score: Raw -192256.314111 + Penalty 2500.529631 = -189755.784480
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 85 (1430 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (93151.780000 sec): 2 clusters
  Score: Raw -124485.374178 + Penalty 1180.632330 = -123304.741848
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (93151.810000 sec): 3 clusters
  Score: Raw -123987.049266 + Penalty 2361.264660 = -121625.784606
  nChanged 474
		SP:Iteration 1F (93151.830000 sec): 3 clusters
  Score: Raw -124366.812188 + Penalty 2361.264660 = -122005.547528
  nChanged 103
		SP:Iteration 2F (93151.860000 sec): 3 clusters
  Score: Raw -124458.109867 + Penalty 2361.264660 = -122096.845207
  nChanged 68
		SP:Iteration 3Q (93151.890000 sec): 3 clusters
  Score: Raw -124507.772534 + Penalty 2361.264660 = -122146.507873
  nChanged 34
		SP:Iteration 4Q (93151.920000 sec): 3 clusters
  Score: Raw -124542.996857 + Penalty 2361.264660 = -122181.732197
  nChanged 28
		SP:Iteration 5Q (93151.950000 sec): 3 clusters
  Score: Raw -124564.538463 + Penalty 2361.264660 = -122203.273803
  nChanged 17
		SP:Iteration 6Q (93151.970000 sec): 3 clusters
  Score: Raw -124576.798076 + Penalty 2361.264660 = -122215.533416
  nChanged 11
		SP:Iteration 7Q (93152.000000 sec): 3 clusters
  Score: Raw -124583.152437 + Penalty 2361.264660 = -122221.887777
  nChanged 7
		SP:Iteration 8Q (93152.030000 sec): 3 clusters
  Score: Raw -124586.771442 + Penalty 2361.264660 = -122225.506782
  nChanged 3
		SP:Iteration 9Q (93152.060000 sec): 3 clusters
  Score: Raw -124588.634837 + Penalty 2361.264660 = -122227.370177
  nChanged 1
		SP:Iteration 10Q (93152.080000 sec): 3 clusters
  Score: Raw -124590.054351 + Penalty 2361.264660 = -122228.789691
  nChanged 2
		SP:Iteration 11Q (93152.110000 sec): 3 clusters
  Score: Raw -124591.800835 + Penalty 2361.264660 = -122230.536175
  nChanged 5
		SP:Iteration 12Q (93152.140000 sec): 3 clusters
  Score: Raw -124595.931187 + Penalty 2361.264660 = -122234.666527
  nChanged 3
		SP:Iteration 13Q (93152.170000 sec): 3 clusters
  Score: Raw -124597.906601 + Penalty 2361.264660 = -122236.641940
  nChanged 3
		SP:Iteration 14Q (93152.190000 sec): 3 clusters
  Score: Raw -124599.212524 + Penalty 2361.264660 = -122237.947864
  nChanged 4
		SP:Iteration 15Q (93152.220000 sec): 3 clusters
  Score: Raw -124600.637875 + Penalty 2361.264660 = -122239.373215
  nChanged 3
		SP:Iteration 16Q (93152.250000 sec): 3 clusters
  Score: Raw -124602.228269 + Penalty 2361.264660 = -122240.963609
  nChanged 4
		SP:Iteration 17Q (93152.280000 sec): 3 clusters
  Score: Raw -124603.708007 + Penalty 2361.264660 = -122242.443347
  nChanged 2
		SP:Iteration 18Q (93152.310000 sec): 3 clusters
  Score: Raw -124604.345216 + Penalty 2361.264660 = -122243.080556
  nChanged 0
		SP:Iteration 19F (93152.330000 sec): 3 clusters
  Score: Raw -124604.345216 + Penalty 2361.264660 = -122243.080556
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 86 (1091 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (93152.380000 sec): 2 clusters
  Score: Raw -79091.577935 + Penalty 1136.663123 = -77954.914812
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (93152.400000 sec): 3 clusters
  Score: Raw -78734.803036 + Penalty 2273.326245 = -76461.476791
  nChanged 349
		SP:Iteration 1F (93152.420000 sec): 3 clusters
  Score: Raw -79139.531938 + Penalty 2273.326245 = -76866.205693
  nChanged 97
		SP:Iteration 2F (93152.450000 sec): 3 clusters
  Score: Raw -79316.557326 + Penalty 2273.326245 = -77043.231080
  nChanged 66
		SP:Iteration 3F (93152.470000 sec): 3 clusters
  Score: Raw -79419.499652 + Penalty 2273.326245 = -77146.173406
  nChanged 47
		SP:Iteration 4Q (93152.490000 sec): 3 clusters
  Score: Raw -79464.031560 + Penalty 2273.326245 = -77190.705315
  nChanged 25
		SP:Iteration 5Q (93152.510000 sec): 3 clusters
  Score: Raw -79494.377001 + Penalty 2273.326245 = -77221.050755
  nChanged 29
		SP:Iteration 6Q (93152.530000 sec): 3 clusters
  Score: Raw -79532.679701 + Penalty 2273.326245 = -77259.353455
  nChanged 18
		SP:Iteration 7Q (93152.550000 sec): 3 clusters
  Score: Raw -79549.079724 + Penalty 2273.326245 = -77275.753478
  nChanged 7
		SP:Iteration 8Q (93152.570000 sec): 3 clusters
  Score: Raw -79554.264131 + Penalty 2273.326245 = -77280.937885
  nChanged 3
		SP:Iteration 9Q (93152.590000 sec): 3 clusters
  Score: Raw -79558.570598 + Penalty 2273.326245 = -77285.244353
  nChanged 3
		SP:Iteration 10Q (93152.610000 sec): 3 clusters
  Score: Raw -79561.472733 + Penalty 2273.326245 = -77288.146488
  nChanged 3
		SP:Iteration 11Q (93152.630000 sec): 3 clusters
  Score: Raw -79566.321694 + Penalty 2273.326245 = -77292.995448
  nChanged 7
		SP:Iteration 12Q (93152.660000 sec): 3 clusters
  Score: Raw -79577.823133 + Penalty 2273.326245 = -77304.496888
  nChanged 5
		SP:Iteration 13Q (93152.680000 sec): 3 clusters
  Score: Raw -79582.674203 + Penalty 2273.326245 = -77309.347958
  nChanged 3
		SP:Iteration 14Q (93152.700000 sec): 3 clusters
  Score: Raw -79586.282477 + Penalty 2273.326245 = -77312.956232
  nChanged 1
		SP:Iteration 15Q (93152.720000 sec): 3 clusters
  Score: Raw -79587.017506 + Penalty 2273.326245 = -77313.691260
  nChanged 2
		SP:Iteration 16Q (93152.740000 sec): 3 clusters
  Score: Raw -79587.925001 + Penalty 2273.326245 = -77314.598755
  nChanged 0
		SP:Iteration 17F (93152.760000 sec): 3 clusters
  Score: Raw -79587.925001 + Penalty 2273.326245 = -77314.598755
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 87 (6158 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (93152.850000 sec): 2 clusters
  Score: Raw -555935.283750 + Penalty 1417.894941 = -554517.388810
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (93152.970000 sec): 3 clusters
  Score: Raw -552695.507013 + Penalty 2835.789882 = -549859.717131
  nChanged 2498
		SP:Iteration 1F (93153.070000 sec): 3 clusters
  Score: Raw -554022.646653 + Penalty 2835.789882 = -551186.856771
  nChanged 415
		SP:Iteration 2F (93153.180000 sec): 3 clusters
  Score: Raw -554249.739477 + Penalty 2835.789882 = -551413.949595
  nChanged 343
		SP:Iteration 3F (93153.280000 sec): 3 clusters
  Score: Raw -554437.022378 + Penalty 2835.789882 = -551601.232496
  nChanged 292
		SP:Iteration 4Q (93153.390000 sec): 3 clusters
  Score: Raw -554596.670535 + Penalty 2835.789882 = -551760.880653
  nChanged 281
		SP:Iteration 5Q (93153.490000 sec): 3 clusters
  Score: Raw -554809.706014 + Penalty 2835.789882 = -551973.916133
  nChanged 308
		SP:Iteration 6F (93153.590000 sec): 3 clusters
  Score: Raw -555085.097201 + Penalty 2835.789882 = -552249.307319
  nChanged 315
		SP:Iteration 7F (93153.700000 sec): 3 clusters
  Score: Raw -555389.843352 + Penalty 2835.789882 = -552554.053470
  nChanged 319
		SP:Iteration 8F (93153.800000 sec): 3 clusters
  Score: Raw -555707.162302 + Penalty 2835.789882 = -552871.372421
  nChanged 285
		SP:Iteration 9Q (93153.910000 sec): 3 clusters
  Score: Raw -555947.153491 + Penalty 2835.789882 = -553111.363609
  nChanged 252
		SP:Iteration 10Q (93154.010000 sec): 3 clusters
  Score: Raw -556150.674147 + Penalty 2835.789882 = -553314.884265
  nChanged 216
		SP:Iteration 11Q (93154.110000 sec): 3 clusters
  Score: Raw -556314.909031 + Penalty 2835.789882 = -553479.119149
  nChanged 167
		SP:Iteration 12Q (93154.220000 sec): 3 clusters
  Score: Raw -556436.509117 + Penalty 2835.789882 = -553600.719235
  nChanged 133
		SP:Iteration 13Q (93154.320000 sec): 3 clusters
  Score: Raw -556529.310090 + Penalty 2835.789882 = -553693.520209
  nChanged 103
		SP:Iteration 14Q (93154.430000 sec): 3 clusters
  Score: Raw -556585.688347 + Penalty 2835.789882 = -553749.898466
  nChanged 75
		SP:Iteration 15Q (93154.530000 sec): 3 clusters
  Score: Raw -556616.798218 + Penalty 2835.789882 = -553781.008336
  nChanged 48
		SP:Iteration 16Q (93154.630000 sec): 3 clusters
  Score: Raw -556630.641375 + Penalty 2835.789882 = -553794.851493
  nChanged 34
		SP:Iteration 17Q (93154.730000 sec): 3 clusters
  Score: Raw -556638.547291 + Penalty 2835.789882 = -553802.757409
  nChanged 19
		SP:Iteration 18Q (93154.830000 sec): 3 clusters
  Score: Raw -556643.067476 + Penalty 2835.789882 = -553807.277594
  nChanged 12
		SP:Iteration 19Q (93154.940000 sec): 3 clusters
  Score: Raw -556646.975988 + Penalty 2835.789882 = -553811.186106
  nChanged 13
		SP:Iteration 20F (93155.040000 sec): 3 clusters
  Score: Raw -556650.734728 + Penalty 2835.789882 = -553814.944846
  nChanged 20
		SP:Iteration 21Q (93155.140000 sec): 3 clusters
  Score: Raw -556654.878786 + Penalty 2835.789882 = -553819.088904
  nChanged 17
		SP:Iteration 22Q (93155.250000 sec): 3 clusters
  Score: Raw -556658.303041 + Penalty 2835.789882 = -553822.513160
  nChanged 15
		SP:Iteration 23Q (93155.350000 sec): 3 clusters
  Score: Raw -556660.718231 + Penalty 2835.789882 = -553824.928350
  nChanged 11
		SP:Iteration 24Q (93155.450000 sec): 3 clusters
  Score: Raw -556662.589042 + Penalty 2835.789882 = -553826.799161
  nChanged 10
		SP:Iteration 25Q (93155.660000 sec): 3 clusters
  Score: Raw -556664.155226 + Penalty 2835.789882 = -553828.365345
  nChanged 4
		SP:Iteration 26Q (93155.870000 sec): 3 clusters
  Score: Raw -556664.796511 + Penalty 2835.789882 = -553829.006629
  nChanged 4
		SP:Iteration 27Q (93156.050000 sec): 3 clusters
  Score: Raw -556665.245113 + Penalty 2835.789882 = -553829.455232
  nChanged 4
		SP:Iteration 28Q (93156.190000 sec): 3 clusters
  Score: Raw -556665.870130 + Penalty 2835.789882 = -553830.080248
  nChanged 3
		SP:Iteration 29Q (93156.290000 sec): 3 clusters
  Score: Raw -556666.081862 + Penalty 2835.789882 = -553830.291980
  nChanged 1
		SP:Iteration 30Q (93156.390000 sec): 3 clusters
  Score: Raw -556666.212881 + Penalty 2835.789882 = -553830.422999
  nChanged 2
		SP:Iteration 31Q (93156.490000 sec): 3 clusters
  Score: Raw -556666.426751 + Penalty 2835.789882 = -553830.636869
  nChanged 3
		SP:Iteration 32Q (93156.600000 sec): 3 clusters
  Score: Raw -556666.735789 + Penalty 2835.789882 = -553830.945907
  nChanged 5
		SP:Iteration 33Q (93156.700000 sec): 3 clusters
  Score: Raw -556667.657069 + Penalty 2835.789882 = -553831.867187
  nChanged 8
		SP:Iteration 34Q (93156.810000 sec): 3 clusters
  Score: Raw -556669.338604 + Penalty 2835.789882 = -553833.548722
  nChanged 8
		SP:Iteration 35Q (93156.910000 sec): 3 clusters
  Score: Raw -556670.258695 + Penalty 2835.789882 = -553834.468813
  nChanged 2
		SP:Iteration 36Q (93157.010000 sec): 3 clusters
  Score: Raw -556670.493229 + Penalty 2835.789882 = -553834.703348
  nChanged 1
		SP:Iteration 37Q (93157.110000 sec): 3 clusters
  Score: Raw -556670.621286 + Penalty 2835.789882 = -553834.831404
  nChanged 1
		SP:Iteration 38Q (93157.220000 sec): 3 clusters
  Score: Raw -556670.677292 + Penalty 2835.789882 = -553834.887410
  nChanged 0
		SP:Iteration 39F (93157.320000 sec): 3 clusters
  Score: Raw -556670.677292 + Penalty 2835.789882 = -553834.887410
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 88 (10555 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (93157.440000 sec): 2 clusters
  Score: Raw -910634.009712 + Penalty 1505.457681 = -909128.552031
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (93157.590000 sec): 3 clusters
  Score: Raw -904570.565298 + Penalty 3010.915362 = -901559.649936
  nChanged 4595
		SP:Iteration 1F (93157.750000 sec): 3 clusters
  Score: Raw -907214.335574 + Penalty 3010.915362 = -904203.420212
  nChanged 773
		SP:Iteration 2F (93157.930000 sec): 3 clusters
  Score: Raw -907668.787479 + Penalty 3010.915362 = -904657.872116
  nChanged 759
		SP:Iteration 3F (93158.080000 sec): 3 clusters
  Score: Raw -908144.462002 + Penalty 3010.915362 = -905133.546640
  nChanged 729
		SP:Iteration 4F (93158.340000 sec): 3 clusters
  Score: Raw -908628.851707 + Penalty 3010.915362 = -905617.936345
  nChanged 681
		SP:Iteration 5F (93158.600000 sec): 3 clusters
  Score: Raw -909059.406656 + Penalty 3010.915362 = -906048.491294
  nChanged 586
		SP:Iteration 6F (93158.740000 sec): 3 clusters
  Score: Raw -909378.803546 + Penalty 3010.915362 = -906367.888183
  nChanged 471
		SP:Iteration 7Q (93158.930000 sec): 3 clusters
  Score: Raw -909584.279954 + Penalty 3010.915362 = -906573.364592
  nChanged 331
		SP:Iteration 8Q (93159.100000 sec): 3 clusters
  Score: Raw -909721.106445 + Penalty 3010.915362 = -906710.191083
  nChanged 273
		SP:Iteration 9Q (93159.260000 sec): 3 clusters
  Score: Raw -909818.696065 + Penalty 3010.915362 = -906807.780703
  nChanged 218
		SP:Iteration 10Q (93159.440000 sec): 3 clusters
  Score: Raw -909895.529210 + Penalty 3010.915362 = -906884.613848
  nChanged 193
		SP:Iteration 11Q (93159.600000 sec): 3 clusters
  Score: Raw -909964.208771 + Penalty 3010.915362 = -906953.293409
  nChanged 173
		SP:Iteration 12Q (93159.780000 sec): 3 clusters
  Score: Raw -910023.996040 + Penalty 3010.915362 = -907013.080678
  nChanged 168
		SP:Iteration 13Q (93159.940000 sec): 3 clusters
  Score: Raw -910082.987400 + Penalty 3010.915362 = -907072.072038
  nChanged 164
		SP:Iteration 14Q (93160.120000 sec): 3 clusters
  Score: Raw -910145.228194 + Penalty 3010.915362 = -907134.312832
  nChanged 174
		SP:Iteration 15Q (93160.280000 sec): 3 clusters
  Score: Raw -910215.235259 + Penalty 3010.915362 = -907204.319897
  nChanged 169
		SP:Iteration 16Q (93160.450000 sec): 3 clusters
  Score: Raw -910287.723523 + Penalty 3010.915362 = -907276.808161
  nChanged 173
		SP:Iteration 17Q (93160.620000 sec): 3 clusters
  Score: Raw -910372.535909 + Penalty 3010.915362 = -907361.620547
  nChanged 173
		SP:Iteration 18Q (93160.780000 sec): 3 clusters
  Score: Raw -910458.353358 + Penalty 3010.915362 = -907447.437996
  nChanged 143
		SP:Iteration 19Q (93160.960000 sec): 3 clusters
  Score: Raw -910534.015225 + Penalty 3010.915362 = -907523.099863
  nChanged 141
		SP:Iteration 20F (93161.110000 sec): 3 clusters
  Score: Raw -910612.246004 + Penalty 3010.915362 = -907601.330642
  nChanged 128
		SP:Iteration 21Q (93161.280000 sec): 3 clusters
  Score: Raw -910678.142797 + Penalty 3010.915362 = -907667.227435
  nChanged 98
		SP:Iteration 22Q (93161.440000 sec): 3 clusters
  Score: Raw -910735.285834 + Penalty 3010.915362 = -907724.370472
  nChanged 83
		SP:Iteration 23Q (93161.590000 sec): 3 clusters
  Score: Raw -910782.542034 + Penalty 3010.915362 = -907771.626672
  nChanged 58
		SP:Iteration 24Q (93161.770000 sec): 3 clusters
  Score: Raw -910819.092309 + Penalty 3010.915362 = -907808.176947
  nChanged 56
		SP:Iteration 25Q (93161.920000 sec): 3 clusters
  Score: Raw -910858.363956 + Penalty 3010.915362 = -907847.448594
  nChanged 51
		SP:Iteration 26Q (93162.080000 sec): 3 clusters
  Score: Raw -910896.146259 + Penalty 3010.915362 = -907885.230897
  nChanged 52
		SP:Iteration 27Q (93162.260000 sec): 3 clusters
  Score: Raw -910929.067599 + Penalty 3010.915362 = -907918.152237
  nChanged 30
		SP:Iteration 28Q (93162.400000 sec): 3 clusters
  Score: Raw -910945.590071 + Penalty 3010.915362 = -907934.674709
  nChanged 38
		SP:Iteration 29Q (93162.560000 sec): 3 clusters
  Score: Raw -910969.995422 + Penalty 3010.915362 = -907959.080060
  nChanged 44
		SP:Iteration 30Q (93162.720000 sec): 3 clusters
  Score: Raw -910994.367469 + Penalty 3010.915362 = -907983.452107
  nChanged 27
		SP:Iteration 31Q (93162.850000 sec): 3 clusters
  Score: Raw -911006.264793 + Penalty 3010.915362 = -907995.349431
  nChanged 24
		SP:Iteration 32Q (93163.000000 sec): 3 clusters
  Score: Raw -911020.828793 + Penalty 3010.915362 = -908009.913431
  nChanged 23
		SP:Iteration 33Q (93163.180000 sec): 3 clusters
  Score: Raw -911033.266747 + Penalty 3010.915362 = -908022.351384
  nChanged 25
		SP:Iteration 34Q (93163.320000 sec): 3 clusters
  Score: Raw -911047.312927 + Penalty 3010.915362 = -908036.397565
  nChanged 22
		SP:Iteration 35Q (93163.480000 sec): 3 clusters
  Score: Raw -911058.549256 + Penalty 3010.915362 = -908047.633894
  nChanged 21
		SP:Iteration 36Q (93163.650000 sec): 3 clusters
  Score: Raw -911067.117479 + Penalty 3010.915362 = -908056.202117
  nChanged 8
		SP:Iteration 37Q (93163.800000 sec): 3 clusters
  Score: Raw -911070.143438 + Penalty 3010.915362 = -908059.228076
  nChanged 7
		SP:Iteration 38Q (93164.030000 sec): 3 clusters
  Score: Raw -911073.334606 + Penalty 3010.915362 = -908062.419244
  nChanged 5
		SP:Iteration 39Q (93164.250000 sec): 3 clusters
  Score: Raw -911076.482845 + Penalty 3010.915362 = -908065.567483
  nChanged 5
		SP:Iteration 40F (93164.400000 sec): 3 clusters
  Score: Raw -911078.751107 + Penalty 3010.915362 = -908067.835745
  nChanged 7
		SP:Iteration 41Q (93164.560000 sec): 3 clusters
  Score: Raw -911081.770381 + Penalty 3010.915362 = -908070.855018
  nChanged 4
		SP:Iteration 42Q (93164.680000 sec): 3 clusters
  Score: Raw -911084.944738 + Penalty 3010.915362 = -908074.029376
  nChanged 9
		SP:Iteration 43Q (93164.840000 sec): 3 clusters
  Score: Raw -911088.625915 + Penalty 3010.915362 = -908077.710553
  nChanged 9
		SP:Iteration 44Q (93165.010000 sec): 3 clusters
  Score: Raw -911091.041984 + Penalty 3010.915362 = -908080.126622
  nChanged 6
		SP:Iteration 45Q (93165.160000 sec): 3 clusters
  Score: Raw -911092.904398 + Penalty 3010.915362 = -908081.989036
  nChanged 7
		SP:Iteration 46Q (93165.310000 sec): 3 clusters
  Score: Raw -911095.861281 + Penalty 3010.915362 = -908084.945919
  nChanged 4
		SP:Iteration 47Q (93165.480000 sec): 3 clusters
  Score: Raw -911097.487583 + Penalty 3010.915362 = -908086.572221
  nChanged 1
		SP:Iteration 48Q (93165.630000 sec): 3 clusters
  Score: Raw -911097.643958 + Penalty 3010.915362 = -908086.728596
  nChanged 0
		SP:Iteration 49F (93165.790000 sec): 3 clusters
  Score: Raw -911097.643958 + Penalty 3010.915362 = -908086.728596
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 89 (1078 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (93165.870000 sec): 2 clusters
  Score: Raw -85658.272392 + Penalty 1134.715197 = -84523.557195
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (93165.890000 sec): 3 clusters
  Score: Raw -85273.459652 + Penalty 2269.430394 = -83004.029258
  nChanged 374
		SP:Iteration 1F (93165.910000 sec): 3 clusters
  Score: Raw -85718.929661 + Penalty 2269.430394 = -83449.499267
  nChanged 117
		SP:Iteration 2F (93165.940000 sec): 3 clusters
  Score: Raw -85896.081412 + Penalty 2269.430394 = -83626.651017
  nChanged 62
		SP:Iteration 3F (93165.960000 sec): 3 clusters
  Score: Raw -85976.880243 + Penalty 2269.430394 = -83707.449849
  nChanged 37
		SP:Iteration 4Q (93165.980000 sec): 3 clusters
  Score: Raw -86020.232143 + Penalty 2269.430394 = -83750.801748
  nChanged 29
		SP:Iteration 5Q (93166.000000 sec): 3 clusters
  Score: Raw -86058.420508 + Penalty 2269.430394 = -83788.990114
  nChanged 26
		SP:Iteration 6Q (93166.020000 sec): 3 clusters
  Score: Raw -86088.818744 + Penalty 2269.430394 = -83819.388350
  nChanged 21
		SP:Iteration 7Q (93166.050000 sec): 3 clusters
  Score: Raw -86112.885967 + Penalty 2269.430394 = -83843.455573
  nChanged 15
		SP:Iteration 8Q (93166.080000 sec): 3 clusters
  Score: Raw -86128.497477 + Penalty 2269.430394 = -83859.067083
  nChanged 13
		SP:Iteration 9Q (93166.100000 sec): 3 clusters
  Score: Raw -86140.782673 + Penalty 2269.430394 = -83871.352279
  nChanged 7
		SP:Iteration 10Q (93166.120000 sec): 3 clusters
  Score: Raw -86147.909089 + Penalty 2269.430394 = -83878.478695
  nChanged 5
		SP:Iteration 11Q (93166.140000 sec): 3 clusters
  Score: Raw -86152.313074 + Penalty 2269.430394 = -83882.882680
  nChanged 3
		SP:Iteration 12Q (93166.160000 sec): 3 clusters
  Score: Raw -86154.805962 + Penalty 2269.430394 = -83885.375568
  nChanged 4
		SP:Iteration 13Q (93166.180000 sec): 3 clusters
  Score: Raw -86158.220315 + Penalty 2269.430394 = -83888.789921
  nChanged 8
		SP:Iteration 14Q (93166.200000 sec): 3 clusters
  Score: Raw -86166.991794 + Penalty 2269.430394 = -83897.561400
  nChanged 7
		SP:Iteration 15Q (93166.230000 sec): 3 clusters
  Score: Raw -86176.141894 + Penalty 2269.430394 = -83906.711500
  nChanged 5
		SP:Iteration 16Q (93166.250000 sec): 3 clusters
  Score: Raw -86180.550957 + Penalty 2269.430394 = -83911.120563
  nChanged 4
		SP:Iteration 17Q (93166.270000 sec): 3 clusters
  Score: Raw -86186.936446 + Penalty 2269.430394 = -83917.506052
  nChanged 4
		SP:Iteration 18Q (93166.290000 sec): 3 clusters
  Score: Raw -86191.611677 + Penalty 2269.430394 = -83922.181282
  nChanged 6
		SP:Iteration 19Q (93166.320000 sec): 3 clusters
  Score: Raw -86199.203472 + Penalty 2269.430394 = -83929.773078
  nChanged 9
		SP:Iteration 20F (93166.340000 sec): 3 clusters
  Score: Raw -86211.010838 + Penalty 2269.430394 = -83941.580444
  nChanged 8
		SP:Iteration 21Q (93166.360000 sec): 3 clusters
  Score: Raw -86221.871919 + Penalty 2269.430394 = -83952.441525
  nChanged 4
		SP:Iteration 22Q (93166.380000 sec): 3 clusters
  Score: Raw -86226.594241 + Penalty 2269.430394 = -83957.163847
  nChanged 3
		SP:Iteration 23Q (93166.400000 sec): 3 clusters
  Score: Raw -86230.389966 + Penalty 2269.430394 = -83960.959572
  nChanged 6
		SP:Iteration 24Q (93166.420000 sec): 3 clusters
  Score: Raw -86238.311956 + Penalty 2269.430394 = -83968.881562
  nChanged 10
		SP:Iteration 25Q (93166.440000 sec): 3 clusters
  Score: Raw -86246.304242 + Penalty 2269.430394 = -83976.873847
  nChanged 3
		SP:Iteration 26Q (93166.460000 sec): 3 clusters
  Score: Raw -86247.745232 + Penalty 2269.430394 = -83978.314838
  nChanged 1
		SP:Iteration 27Q (93166.490000 sec): 3 clusters
  Score: Raw -86248.402670 + Penalty 2269.430394 = -83978.972275
  nChanged 1
		SP:Iteration 28Q (93166.510000 sec): 3 clusters
  Score: Raw -86248.922936 + Penalty 2269.430394 = -83979.492541
  nChanged 1
		SP:Iteration 29Q (93166.530000 sec): 3 clusters
  Score: Raw -86249.522966 + Penalty 2269.430394 = -83980.092572
  nChanged 0
		SP:Iteration 30F (93166.550000 sec): 3 clusters
  Score: Raw -86249.522966 + Penalty 2269.430394 = -83980.092572
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 90 (36314 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (93166.830000 sec): 2 clusters
  Score: Raw -3302248.927424 + Penalty 1706.243276 = -3300542.684148
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (93167.240000 sec): 3 clusters
  Score: Raw -3279576.951215 + Penalty 3412.486552 = -3276164.464663
  nChanged 16800
		SP:Iteration 1F (93167.660000 sec): 3 clusters
  Score: Raw -3288882.096093 + Penalty 3412.486552 = -3285469.609541
  nChanged 1732
		SP:Iteration 2Q (93168.100000 sec): 3 clusters
  Score: Raw -3289539.235594 + Penalty 3412.486552 = -3286126.749043
  nChanged 2017
		SP:Iteration 3F (93168.520000 sec): 3 clusters
  Score: Raw -3290563.017699 + Penalty 3412.486552 = -3287150.531147
  nChanged 2613
		SP:Iteration 4F (93168.950000 sec): 3 clusters
  Score: Raw -3292331.790914 + Penalty 3412.486552 = -3288919.304363
  nChanged 3153
		SP:Iteration 5F (93169.320000 sec): 3 clusters
  Score: Raw -3294925.843657 + Penalty 3412.486552 = -3291513.357105
  nChanged 3066
		SP:Iteration 6F (93169.720000 sec): 3 clusters
  Score: Raw -3297790.188906 + Penalty 3412.486552 = -3294377.702354
  nChanged 2359
		SP:Iteration 7F (93170.140000 sec): 3 clusters
  Score: Raw -3300090.531156 + Penalty 3412.486552 = -3296678.044605
  nChanged 1380
		SP:Iteration 8Q (93170.520000 sec): 3 clusters
  Score: Raw -3301420.388022 + Penalty 3412.486552 = -3298007.901470
  nChanged 638
		SP:Iteration 9Q (93170.910000 sec): 3 clusters
  Score: Raw -3302022.136071 + Penalty 3412.486552 = -3298609.649519
  nChanged 229
		SP:Iteration 10Q (93171.300000 sec): 3 clusters
  Score: Raw -3302247.007504 + Penalty 3412.486552 = -3298834.520952
  nChanged 103
		SP:Iteration 11Q (93171.650000 sec): 3 clusters
  Score: Raw -3302364.876577 + Penalty 3412.486552 = -3298952.390025
  nChanged 43
		SP:Iteration 12Q (93171.980000 sec): 3 clusters
  Score: Raw -3302417.144922 + Penalty 3412.486552 = -3299004.658370
  nChanged 26
		SP:Iteration 13Q (93172.360000 sec): 3 clusters
  Score: Raw -3302450.582286 + Penalty 3412.486552 = -3299038.095735
  nChanged 18
		SP:Iteration 14Q (93172.690000 sec): 3 clusters
  Score: Raw -3302471.632315 + Penalty 3412.486552 = -3299059.145764
  nChanged 5
		SP:Iteration 15Q (93173.020000 sec): 3 clusters
  Score: Raw -3302477.913969 + Penalty 3412.486552 = -3299065.427418
  nChanged 3
		SP:Iteration 16Q (93173.400000 sec): 3 clusters
  Score: Raw -3302481.540001 + Penalty 3412.486552 = -3299069.053449
  nChanged 3
		SP:Iteration 17Q (93173.760000 sec): 3 clusters
  Score: Raw -3302485.208298 + Penalty 3412.486552 = -3299072.721747
  nChanged 2
		SP:Iteration 18Q (93174.130000 sec): 3 clusters
  Score: Raw -3302487.275212 + Penalty 3412.486552 = -3299074.788660
  nChanged 2
		SP:Iteration 19Q (93174.490000 sec): 3 clusters
  Score: Raw -3302490.213168 + Penalty 3412.486552 = -3299077.726616
  nChanged 3
		SP:Iteration 20F (93174.850000 sec): 3 clusters
  Score: Raw -3302497.138152 + Penalty 3412.486552 = -3299084.651601
  nChanged 7
		SP:Iteration 21Q (93175.230000 sec): 3 clusters
  Score: Raw -3302504.988262 + Penalty 3412.486552 = -3299092.501710
  nChanged 8
		SP:Iteration 22Q (93175.570000 sec): 3 clusters
  Score: Raw -3302512.324325 + Penalty 3412.486552 = -3299099.837773
  nChanged 3
		SP:Iteration 23Q (93175.950000 sec): 3 clusters
  Score: Raw -3302514.683945 + Penalty 3412.486552 = -3299102.197393
  nChanged 2
		SP:Iteration 24Q (93176.300000 sec): 3 clusters
  Score: Raw -3302517.266172 + Penalty 3412.486552 = -3299104.779620
  nChanged 2
		SP:Iteration 25Q (93176.680000 sec): 3 clusters
  Score: Raw -3302520.043953 + Penalty 3412.486552 = -3299107.557401
  nChanged 2
		SP:Iteration 26Q (93177.030000 sec): 3 clusters
  Score: Raw -3302523.637674 + Penalty 3412.486552 = -3299111.151123
  nChanged 3
		SP:Iteration 27Q (93177.370000 sec): 3 clusters
  Score: Raw -3302526.383958 + Penalty 3412.486552 = -3299113.897407
  nChanged 0
		SP:Iteration 28F (93177.770000 sec): 3 clusters
  Score: Raw -3302526.383958 + Penalty 3412.486552 = -3299113.897407
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 91 (3193 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (93177.840000 sec): 2 clusters
  Score: Raw -255516.185770 + Penalty 1311.166381 = -254205.019389
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (93177.900000 sec): 3 clusters
  Score: Raw -254000.788941 + Penalty 2622.332763 = -251378.456179
  nChanged 1263
		SP:Iteration 1F (93177.960000 sec): 3 clusters
  Score: Raw -254992.055179 + Penalty 2622.332763 = -252369.722416
  nChanged 299
		SP:Iteration 2F (93178.020000 sec): 3 clusters
  Score: Raw -255327.872217 + Penalty 2622.332763 = -252705.539454
  nChanged 229
		SP:Iteration 3F (93178.080000 sec): 3 clusters
  Score: Raw -255587.311702 + Penalty 2622.332763 = -252964.978939
  nChanged 203
		SP:Iteration 4F (93178.140000 sec): 3 clusters
  Score: Raw -255767.774809 + Penalty 2622.332763 = -253145.442046
  nChanged 149
		SP:Iteration 5Q (93178.200000 sec): 3 clusters
  Score: Raw -255911.011025 + Penalty 2622.332763 = -253288.678263
  nChanged 113
		SP:Iteration 6Q (93178.260000 sec): 3 clusters
  Score: Raw -256004.386945 + Penalty 2622.332763 = -253382.054182
  nChanged 86
		SP:Iteration 7Q (93178.320000 sec): 3 clusters
  Score: Raw -256058.562425 + Penalty 2622.332763 = -253436.229663
  nChanged 67
		SP:Iteration 8Q (93178.380000 sec): 3 clusters
  Score: Raw -256094.745849 + Penalty 2622.332763 = -253472.413086
  nChanged 44
		SP:Iteration 9Q (93178.430000 sec): 3 clusters
  Score: Raw -256118.974450 + Penalty 2622.332763 = -253496.641687
  nChanged 37
		SP:Iteration 10Q (93178.490000 sec): 3 clusters
  Score: Raw -256134.194338 + Penalty 2622.332763 = -253511.861575
  nChanged 26
		SP:Iteration 11Q (93178.550000 sec): 3 clusters
  Score: Raw -256144.023252 + Penalty 2622.332763 = -253521.690489
  nChanged 24
		SP:Iteration 12Q (93178.610000 sec): 3 clusters
  Score: Raw -256156.594856 + Penalty 2622.332763 = -253534.262093
  nChanged 25
		SP:Iteration 13Q (93178.670000 sec): 3 clusters
  Score: Raw -256172.595706 + Penalty 2622.332763 = -253550.262943
  nChanged 27
		SP:Iteration 14Q (93178.730000 sec): 3 clusters
  Score: Raw -256185.331924 + Penalty 2622.332763 = -253562.999162
  nChanged 23
		SP:Iteration 15Q (93178.790000 sec): 3 clusters
  Score: Raw -256195.802499 + Penalty 2622.332763 = -253573.469737
  nChanged 15
		SP:Iteration 16Q (93178.850000 sec): 3 clusters
  Score: Raw -256204.743813 + Penalty 2622.332763 = -253582.411050
  nChanged 26
		SP:Iteration 17Q (93178.910000 sec): 3 clusters
  Score: Raw -256218.477574 + Penalty 2622.332763 = -253596.144812
  nChanged 20
		SP:Iteration 18Q (93178.960000 sec): 3 clusters
  Score: Raw -256228.348848 + Penalty 2622.332763 = -253606.016085
  nChanged 15
		SP:Iteration 19Q (93179.020000 sec): 3 clusters
  Score: Raw -256233.975367 + Penalty 2622.332763 = -253611.642605
  nChanged 8
		SP:Iteration 20F (93179.080000 sec): 3 clusters
  Score: Raw -256236.926872 + Penalty 2622.332763 = -253614.594109
  nChanged 6
		SP:Iteration 21Q (93179.140000 sec): 3 clusters
  Score: Raw -256239.194248 + Penalty 2622.332763 = -253616.861485
  nChanged 4
		SP:Iteration 22Q (93179.200000 sec): 3 clusters
  Score: Raw -256240.817682 + Penalty 2622.332763 = -253618.484919
  nChanged 4
		SP:Iteration 23Q (93179.260000 sec): 3 clusters
  Score: Raw -256243.110412 + Penalty 2622.332763 = -253620.777649
  nChanged 6
		SP:Iteration 24Q (93179.320000 sec): 3 clusters
  Score: Raw -256245.386517 + Penalty 2622.332763 = -253623.053754
  nChanged 3
		SP:Iteration 25Q (93179.380000 sec): 3 clusters
  Score: Raw -256246.402953 + Penalty 2622.332763 = -253624.070191
  nChanged 3
		SP:Iteration 26Q (93179.440000 sec): 3 clusters
  Score: Raw -256248.644171 + Penalty 2622.332763 = -253626.311409
  nChanged 5
		SP:Iteration 27Q (93179.500000 sec): 3 clusters
  Score: Raw -256249.926862 + Penalty 2622.332763 = -253627.594100
  nChanged 2
		SP:Iteration 28Q (93179.560000 sec): 3 clusters
  Score: Raw -256250.337805 + Penalty 2622.332763 = -253628.005042
  nChanged 1
		SP:Iteration 29Q (93179.620000 sec): 3 clusters
  Score: Raw -256250.402882 + Penalty 2622.332763 = -253628.070120
  nChanged 0
		SP:Iteration 30F (93179.680000 sec): 3 clusters
  Score: Raw -256250.402882 + Penalty 2622.332763 = -253628.070120
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 92 (4931 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (93179.750000 sec): 2 clusters
  Score: Raw -413566.337797 + Penalty 1381.785777 = -412184.552020
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (93179.850000 sec): 3 clusters
  Score: Raw -411034.364956 + Penalty 2763.571553 = -408270.793403
  nChanged 1990
		SP:Iteration 1F (93179.950000 sec): 3 clusters
  Score: Raw -412193.136107 + Penalty 2763.571553 = -409429.564554
  nChanged 373
		SP:Iteration 2F (93180.050000 sec): 3 clusters
  Score: Raw -412419.496599 + Penalty 2763.571553 = -409655.925046
  nChanged 271
		SP:Iteration 3F (93180.140000 sec): 3 clusters
  Score: Raw -412601.890195 + Penalty 2763.571553 = -409838.318642
  nChanged 233
		SP:Iteration 4Q (93180.240000 sec): 3 clusters
  Score: Raw -412756.559693 + Penalty 2763.571553 = -409992.988140
  nChanged 188
		SP:Iteration 5Q (93180.330000 sec): 3 clusters
  Score: Raw -412890.475396 + Penalty 2763.571553 = -410126.903843
  nChanged 197
		SP:Iteration 6Q (93180.430000 sec): 3 clusters
  Score: Raw -413027.251826 + Penalty 2763.571553 = -410263.680273
  nChanged 192
		SP:Iteration 7Q (93180.530000 sec): 3 clusters
  Score: Raw -413164.432665 + Penalty 2763.571553 = -410400.861112
  nChanged 190
		SP:Iteration 8Q (93180.620000 sec): 3 clusters
  Score: Raw -413294.194441 + Penalty 2763.571553 = -410530.622888
  nChanged 192
		SP:Iteration 9Q (93180.720000 sec): 3 clusters
  Score: Raw -413416.853628 + Penalty 2763.571553 = -410653.282075
  nChanged 167
		SP:Iteration 10Q (93180.810000 sec): 3 clusters
  Score: Raw -413524.718730 + Penalty 2763.571553 = -410761.147177
  nChanged 172
		SP:Iteration 11Q (93180.910000 sec): 3 clusters
  Score: Raw -413653.922875 + Penalty 2763.571553 = -410890.351322
  nChanged 163
		SP:Iteration 12Q (93181.010000 sec): 3 clusters
  Score: Raw -413768.284647 + Penalty 2763.571553 = -411004.713094
  nChanged 165
		SP:Iteration 13Q (93181.100000 sec): 3 clusters
  Score: Raw -413878.125073 + Penalty 2763.571553 = -411114.553520
  nChanged 141
		SP:Iteration 14Q (93181.190000 sec): 3 clusters
  Score: Raw -413969.027238 + Penalty 2763.571553 = -411205.455685
  nChanged 115
		SP:Iteration 15Q (93181.290000 sec): 3 clusters
  Score: Raw -414028.422948 + Penalty 2763.571553 = -411264.851395
  nChanged 84
		SP:Iteration 16Q (93181.380000 sec): 3 clusters
  Score: Raw -414078.530858 + Penalty 2763.571553 = -411314.959305
  nChanged 94
		SP:Iteration 17Q (93181.470000 sec): 3 clusters
  Score: Raw -414135.525885 + Penalty 2763.571553 = -411371.954332
  nChanged 84
		SP:Iteration 18Q (93181.570000 sec): 3 clusters
  Score: Raw -414188.270780 + Penalty 2763.571553 = -411424.699227
  nChanged 80
		SP:Iteration 19Q (93181.660000 sec): 3 clusters
  Score: Raw -414238.747398 + Penalty 2763.571553 = -411475.175845
  nChanged 83
		SP:Iteration 20F (93181.760000 sec): 3 clusters
  Score: Raw -414295.796707 + Penalty 2763.571553 = -411532.225154
  nChanged 100
		SP:Iteration 21Q (93181.850000 sec): 3 clusters
  Score: Raw -414362.800878 + Penalty 2763.571553 = -411599.229325
  nChanged 65
		SP:Iteration 22Q (93181.940000 sec): 3 clusters
  Score: Raw -414388.407853 + Penalty 2763.571553 = -411624.836300
  nChanged 26
		SP:Iteration 23Q (93182.030000 sec): 3 clusters
  Score: Raw -414396.751496 + Penalty 2763.571553 = -411633.179943
  nChanged 17
		SP:Iteration 24Q (93182.130000 sec): 3 clusters
  Score: Raw -414401.474440 + Penalty 2763.571553 = -411637.902887
  nChanged 18
		SP:Iteration 25Q (93182.220000 sec): 3 clusters
  Score: Raw -414407.182240 + Penalty 2763.571553 = -411643.610687
  nChanged 15
		SP:Iteration 26Q (93182.310000 sec): 3 clusters
  Score: Raw -414411.434136 + Penalty 2763.571553 = -411647.862583
  nChanged 10
		SP:Iteration 27Q (93182.410000 sec): 3 clusters
  Score: Raw -414413.733565 + Penalty 2763.571553 = -411650.162012
  nChanged 4
		SP:Iteration 28Q (93182.500000 sec): 3 clusters
  Score: Raw -414414.342132 + Penalty 2763.571553 = -411650.770579
  nChanged 1
		SP:Iteration 29Q (93182.590000 sec): 3 clusters
  Score: Raw -414414.554564 + Penalty 2763.571553 = -411650.983011
  nChanged 3
		SP:Iteration 30Q (93182.680000 sec): 3 clusters
  Score: Raw -414415.316290 + Penalty 2763.571553 = -411651.744737
  nChanged 6
		SP:Iteration 31Q (93182.770000 sec): 3 clusters
  Score: Raw -414416.346852 + Penalty 2763.571553 = -411652.775299
  nChanged 3
		SP:Iteration 32Q (93182.870000 sec): 3 clusters
  Score: Raw -414417.069657 + Penalty 2763.571553 = -411653.498104
  nChanged 4
		SP:Iteration 33Q (93182.960000 sec): 3 clusters
  Score: Raw -414418.193260 + Penalty 2763.571553 = -411654.621707
  nChanged 3
		SP:Iteration 34Q (93183.050000 sec): 3 clusters
  Score: Raw -414418.926414 + Penalty 2763.571553 = -411655.354861
  nChanged 2
		SP:Iteration 35Q (93183.140000 sec): 3 clusters
  Score: Raw -414419.241146 + Penalty 2763.571553 = -411655.669593
  nChanged 2
		SP:Iteration 36Q (93183.230000 sec): 3 clusters
  Score: Raw -414419.705557 + Penalty 2763.571553 = -411656.134004
  nChanged 0
		SP:Iteration 37F (93183.330000 sec): 3 clusters
  Score: Raw -414419.705557 + Penalty 2763.571553 = -411656.134004
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 93 (497 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (93183.370000 sec): 2 clusters
  Score: Raw -44763.492958 + Penalty 1008.895879 = -43754.597078
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (93183.390000 sec): 3 clusters
  Score: Raw -44692.789963 + Penalty 2017.791758 = -42674.998205
  nChanged 129
		SP:Iteration 1F (93183.390000 sec): 3 clusters
  Score: Raw -44855.439785 + Penalty 2017.791758 = -42837.648026
  nChanged 19
		SP:Iteration 2Q (93183.410000 sec): 3 clusters
  Score: Raw -44890.289070 + Penalty 2017.791758 = -42872.497312
  nChanged 12
		SP:Iteration 3Q (93183.420000 sec): 3 clusters
  Score: Raw -44904.375604 + Penalty 2017.791758 = -42886.583845
  nChanged 8
		SP:Iteration 4Q (93183.430000 sec): 3 clusters
  Score: Raw -44914.333761 + Penalty 2017.791758 = -42896.542003
  nChanged 5
		SP:Iteration 5Q (93183.440000 sec): 3 clusters
  Score: Raw -44924.550773 + Penalty 2017.791758 = -42906.759014
  nChanged 5
		SP:Iteration 6Q (93183.450000 sec): 3 clusters
  Score: Raw -44935.627802 + Penalty 2017.791758 = -42917.836043
  nChanged 7
		SP:Iteration 7Q (93183.460000 sec): 3 clusters
  Score: Raw -44952.874063 + Penalty 2017.791758 = -42935.082305
  nChanged 6
		SP:Iteration 8Q (93183.470000 sec): 3 clusters
  Score: Raw -44981.611322 + Penalty 2017.791758 = -42963.819563
  nChanged 10
		SP:Iteration 9Q (93183.480000 sec): 3 clusters
  Score: Raw -45018.231562 + Penalty 2017.791758 = -43000.439804
  nChanged 12
		SP:Iteration 10Q (93183.490000 sec): 3 clusters
  Score: Raw -45037.009677 + Penalty 2017.791758 = -43019.217918
  nChanged 4
		SP:Iteration 11Q (93183.500000 sec): 3 clusters
  Score: Raw -45042.813766 + Penalty 2017.791758 = -43025.022008
  nChanged 7
		SP:Iteration 12Q (93183.510000 sec): 3 clusters
  Score: Raw -45053.816184 + Penalty 2017.791758 = -43036.024426
  nChanged 5
		SP:Iteration 13Q (93183.520000 sec): 3 clusters
  Score: Raw -45063.837480 + Penalty 2017.791758 = -43046.045722
  nChanged 2
		SP:Iteration 14Q (93183.530000 sec): 3 clusters
  Score: Raw -45065.586603 + Penalty 2017.791758 = -43047.794845
  nChanged 0
		SP:Iteration 15F (93183.540000 sec): 3 clusters
  Score: Raw -45065.586603 + Penalty 2017.791758 = -43047.794845
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 94 (20728 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (93183.760000 sec): 2 clusters
  Score: Raw -1873112.602909 + Penalty 1615.126617 = -1871497.476291
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (93184.060000 sec): 3 clusters
  Score: Raw -1860619.308263 + Penalty 3230.253235 = -1857389.055028
  nChanged 9350
		SP:Iteration 1F (93184.310000 sec): 3 clusters
  Score: Raw -1865677.779789 + Penalty 3230.253235 = -1862447.526554
  nChanged 993
		SP:Iteration 2Q (93184.590000 sec): 3 clusters
  Score: Raw -1865975.490489 + Penalty 3230.253235 = -1862745.237255
  nChanged 837
		SP:Iteration 3Q (93184.850000 sec): 3 clusters
  Score: Raw -1866261.175928 + Penalty 3230.253235 = -1863030.922694
  nChanged 840
		SP:Iteration 4Q (93185.130000 sec): 3 clusters
  Score: Raw -1866583.081131 + Penalty 3230.253235 = -1863352.827897
  nChanged 951
		SP:Iteration 5Q (93185.410000 sec): 3 clusters
  Score: Raw -1866997.181465 + Penalty 3230.253235 = -1863766.928230
  nChanged 1083
		SP:Iteration 6F (93185.680000 sec): 3 clusters
  Score: Raw -1867571.640305 + Penalty 3230.253235 = -1864341.387070
  nChanged 1245
		SP:Iteration 7F (93185.940000 sec): 3 clusters
  Score: Raw -1868372.812420 + Penalty 3230.253235 = -1865142.559185
  nChanged 1390
		SP:Iteration 8F (93186.190000 sec): 3 clusters
  Score: Raw -1869445.071208 + Penalty 3230.253235 = -1866214.817973
  nChanged 1314
		SP:Iteration 9F (93186.440000 sec): 3 clusters
  Score: Raw -1870577.834919 + Penalty 3230.253235 = -1867347.581685
  nChanged 1060
		SP:Iteration 10F (93186.710000 sec): 3 clusters
  Score: Raw -1871486.923379 + Penalty 3230.253235 = -1868256.670145
  nChanged 722
		SP:Iteration 11Q (93186.970000 sec): 3 clusters
  Score: Raw -1872090.736970 + Penalty 3230.253235 = -1868860.483735
  nChanged 492
		SP:Iteration 12Q (93187.210000 sec): 3 clusters
  Score: Raw -1872518.684640 + Penalty 3230.253235 = -1869288.431405
  nChanged 323
		SP:Iteration 13Q (93187.470000 sec): 3 clusters
  Score: Raw -1872811.693113 + Penalty 3230.253235 = -1869581.439878
  nChanged 203
		SP:Iteration 14Q (93187.720000 sec): 3 clusters
  Score: Raw -1872972.843878 + Penalty 3230.253235 = -1869742.590644
  nChanged 123
		SP:Iteration 15Q (93187.960000 sec): 3 clusters
  Score: Raw -1873046.089330 + Penalty 3230.253235 = -1869815.836095
  nChanged 87
		SP:Iteration 16Q (93188.190000 sec): 3 clusters
  Score: Raw -1873103.046080 + Penalty 3230.253235 = -1869872.792845
  nChanged 63
		SP:Iteration 17Q (93188.430000 sec): 3 clusters
  Score: Raw -1873139.562713 + Penalty 3230.253235 = -1869909.309478
  nChanged 44
		SP:Iteration 18Q (93188.660000 sec): 3 clusters
  Score: Raw -1873163.734264 + Penalty 3230.253235 = -1869933.481029
  nChanged 40
		SP:Iteration 19Q (93188.910000 sec): 3 clusters
  Score: Raw -1873180.368009 + Penalty 3230.253235 = -1869950.114774
  nChanged 20
		SP:Iteration 20F (93189.160000 sec): 3 clusters
  Score: Raw -1873192.210591 + Penalty 3230.253235 = -1869961.957356
  nChanged 24
		SP:Iteration 21Q (93189.390000 sec): 3 clusters
  Score: Raw -1873208.230135 + Penalty 3230.253235 = -1869977.976900
  nChanged 29
		SP:Iteration 22Q (93189.620000 sec): 3 clusters
  Score: Raw -1873220.092654 + Penalty 3230.253235 = -1869989.839419
  nChanged 24
		SP:Iteration 23Q (93189.840000 sec): 3 clusters
  Score: Raw -1873233.251171 + Penalty 3230.253235 = -1870002.997937
  nChanged 22
		SP:Iteration 24Q (93190.090000 sec): 3 clusters
  Score: Raw -1873243.507768 + Penalty 3230.253235 = -1870013.254534
  nChanged 22
		SP:Iteration 25Q (93190.340000 sec): 3 clusters
  Score: Raw -1873253.169566 + Penalty 3230.253235 = -1870022.916331
  nChanged 16
		SP:Iteration 26Q (93190.560000 sec): 3 clusters
  Score: Raw -1873259.255183 + Penalty 3230.253235 = -1870029.001949
  nChanged 12
		SP:Iteration 27Q (93190.800000 sec): 3 clusters
  Score: Raw -1873265.192079 + Penalty 3230.253235 = -1870034.938844
  nChanged 15
		SP:Iteration 28Q (93191.020000 sec): 3 clusters
  Score: Raw -1873276.660902 + Penalty 3230.253235 = -1870046.407667
  nChanged 15
		SP:Iteration 29Q (93191.260000 sec): 3 clusters
  Score: Raw -1873286.413466 + Penalty 3230.253235 = -1870056.160231
  nChanged 19
		SP:Iteration 30Q (93191.500000 sec): 3 clusters
  Score: Raw -1873297.524735 + Penalty 3230.253235 = -1870067.271500
  nChanged 11
		SP:Iteration 31Q (93191.750000 sec): 3 clusters
  Score: Raw -1873303.606241 + Penalty 3230.253235 = -1870073.353006
  nChanged 9
		SP:Iteration 32Q (93191.990000 sec): 3 clusters
  Score: Raw -1873310.045617 + Penalty 3230.253235 = -1870079.792382
  nChanged 6
		SP:Iteration 33Q (93192.210000 sec): 3 clusters
  Score: Raw -1873313.526118 + Penalty 3230.253235 = -1870083.272883
  nChanged 4
		SP:Iteration 34Q (93192.460000 sec): 3 clusters
  Score: Raw -1873315.534735 + Penalty 3230.253235 = -1870085.281500
  nChanged 3
		SP:Iteration 35Q (93192.690000 sec): 3 clusters
  Score: Raw -1873317.104274 + Penalty 3230.253235 = -1870086.851040
  nChanged 4
		SP:Iteration 36Q (93192.910000 sec): 3 clusters
  Score: Raw -1873319.158736 + Penalty 3230.253235 = -1870088.905501
  nChanged 2
		SP:Iteration 37Q (93193.150000 sec): 3 clusters
  Score: Raw -1873320.658984 + Penalty 3230.253235 = -1870090.405750
  nChanged 2
		SP:Iteration 38Q (93193.380000 sec): 3 clusters
  Score: Raw -1873322.694403 + Penalty 3230.253235 = -1870092.441168
  nChanged 3
		SP:Iteration 39Q (93193.610000 sec): 3 clusters
  Score: Raw -1873325.539478 + Penalty 3230.253235 = -1870095.286243
  nChanged 3
		SP:Iteration 40F (93193.850000 sec): 3 clusters
  Score: Raw -1873326.518113 + Penalty 3230.253235 = -1870096.264878
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 95 (1659 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (93193.910000 sec): 2 clusters
  Score: Raw -137005.055741 + Penalty 1204.770172 = -135800.285569
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (93193.940000 sec): 3 clusters
  Score: Raw -136328.869196 + Penalty 2409.540344 = -133919.328852
  nChanged 564
		SP:Iteration 1F (93193.980000 sec): 3 clusters
  Score: Raw -136714.013464 + Penalty 2409.540344 = -134304.473120
  nChanged 126
		SP:Iteration 2F (93194.030000 sec): 3 clusters
  Score: Raw -136791.962168 + Penalty 2409.540344 = -134382.421824
  nChanged 53
		SP:Iteration 3Q (93194.070000 sec): 3 clusters
  Score: Raw -136827.100942 + Penalty 2409.540344 = -134417.560598
  nChanged 31
		SP:Iteration 4Q (93194.100000 sec): 3 clusters
  Score: Raw -136847.790532 + Penalty 2409.540344 = -134438.250188
  nChanged 24
		SP:Iteration 5Q (93194.130000 sec): 3 clusters
  Score: Raw -136862.865419 + Penalty 2409.540344 = -134453.325075
  nChanged 22
		SP:Iteration 6Q (93194.160000 sec): 3 clusters
  Score: Raw -136877.339503 + Penalty 2409.540344 = -134467.799158
  nChanged 15
		SP:Iteration 7Q (93194.200000 sec): 3 clusters
  Score: Raw -136885.289969 + Penalty 2409.540344 = -134475.749625
  nChanged 11
		SP:Iteration 8Q (93194.230000 sec): 3 clusters
  Score: Raw -136892.636736 + Penalty 2409.540344 = -134483.096392
  nChanged 17
		SP:Iteration 9Q (93194.260000 sec): 3 clusters
  Score: Raw -136904.128778 + Penalty 2409.540344 = -134494.588433
  nChanged 28
		SP:Iteration 10Q (93194.290000 sec): 3 clusters
  Score: Raw -136931.445349 + Penalty 2409.540344 = -134521.905004
  nChanged 22
		SP:Iteration 11Q (93194.320000 sec): 3 clusters
  Score: Raw -136951.868096 + Penalty 2409.540344 = -134542.327752
  nChanged 20
		SP:Iteration 12Q (93194.360000 sec): 3 clusters
  Score: Raw -136964.760753 + Penalty 2409.540344 = -134555.220409
  nChanged 14
		SP:Iteration 13Q (93194.390000 sec): 3 clusters
  Score: Raw -136973.382772 + Penalty 2409.540344 = -134563.842428
  nChanged 16
		SP:Iteration 14Q (93194.420000 sec): 3 clusters
  Score: Raw -136985.155614 + Penalty 2409.540344 = -134575.615270
  nChanged 21
		SP:Iteration 15Q (93194.450000 sec): 3 clusters
  Score: Raw -137003.875792 + Penalty 2409.540344 = -134594.335448
  nChanged 24
		SP:Iteration 16Q (93194.480000 sec): 3 clusters
  Score: Raw -137024.817542 + Penalty 2409.540344 = -134615.277197
  nChanged 27
		SP:Iteration 17Q (93194.520000 sec): 3 clusters
  Score: Raw -137049.071055 + Penalty 2409.540344 = -134639.530711
  nChanged 26
		SP:Iteration 18Q (93194.550000 sec): 3 clusters
  Score: Raw -137073.620624 + Penalty 2409.540344 = -134664.080280
  nChanged 28
		SP:Iteration 19Q (93194.580000 sec): 3 clusters
  Score: Raw -137101.377600 + Penalty 2409.540344 = -134691.837256
  nChanged 47
		SP:Iteration 20F (93194.610000 sec): 3 clusters
  Score: Raw -137147.341220 + Penalty 2409.540344 = -134737.800876
  nChanged 41
		SP:Iteration 21Q (93194.640000 sec): 3 clusters
  Score: Raw -137184.899591 + Penalty 2409.540344 = -134775.359246
  nChanged 37
		SP:Iteration 22Q (93194.680000 sec): 3 clusters
  Score: Raw -137225.499892 + Penalty 2409.540344 = -134815.959548
  nChanged 36
		SP:Iteration 23Q (93194.710000 sec): 3 clusters
  Score: Raw -137251.285945 + Penalty 2409.540344 = -134841.745601
  nChanged 24
		SP:Iteration 24Q (93194.740000 sec): 3 clusters
  Score: Raw -137269.652590 + Penalty 2409.540344 = -134860.112245
  nChanged 24
		SP:Iteration 25Q (93194.770000 sec): 3 clusters
  Score: Raw -137289.293296 + Penalty 2409.540344 = -134879.752952
  nChanged 23
		SP:Iteration 26Q (93194.800000 sec): 3 clusters
  Score: Raw -137311.163396 + Penalty 2409.540344 = -134901.623052
  nChanged 20
		SP:Iteration 27Q (93194.840000 sec): 3 clusters
  Score: Raw -137331.747874 + Penalty 2409.540344 = -134922.207530
  nChanged 15
		SP:Iteration 28Q (93194.860000 sec): 3 clusters
  Score: Raw -137343.483605 + Penalty 2409.540344 = -134933.943261
  nChanged 17
		SP:Iteration 29Q (93194.900000 sec): 3 clusters
  Score: Raw -137362.141513 + Penalty 2409.540344 = -134952.601169
  nChanged 21
		SP:Iteration 30Q (93194.930000 sec): 3 clusters
  Score: Raw -137382.612652 + Penalty 2409.540344 = -134973.072308
  nChanged 18
		SP:Iteration 31Q (93194.960000 sec): 3 clusters
  Score: Raw -137401.110977 + Penalty 2409.540344 = -134991.570632
  nChanged 20
		SP:Iteration 32Q (93194.990000 sec): 3 clusters
  Score: Raw -137428.229939 + Penalty 2409.540344 = -135018.689594
  nChanged 28
		SP:Iteration 33Q (93195.020000 sec): 3 clusters
  Score: Raw -137461.307917 + Penalty 2409.540344 = -135051.767573
  nChanged 29
		SP:Iteration 34Q (93195.050000 sec): 3 clusters
  Score: Raw -137490.740341 + Penalty 2409.540344 = -135081.199997
  nChanged 21
		SP:Iteration 35Q (93195.080000 sec): 3 clusters
  Score: Raw -137512.155148 + Penalty 2409.540344 = -135102.614804
  nChanged 16
		SP:Iteration 36Q (93195.120000 sec): 3 clusters
  Score: Raw -137528.845627 + Penalty 2409.540344 = -135119.305282
  nChanged 16
		SP:Iteration 37Q (93195.150000 sec): 3 clusters
  Score: Raw -137546.106396 + Penalty 2409.540344 = -135136.566052
  nChanged 20
		SP:Iteration 38Q (93195.180000 sec): 3 clusters
  Score: Raw -137568.355408 + Penalty 2409.540344 = -135158.815064
  nChanged 18
		SP:Iteration 39Q (93195.210000 sec): 3 clusters
  Score: Raw -137590.273627 + Penalty 2409.540344 = -135180.733282
  nChanged 10
		SP:Iteration 40F (93195.240000 sec): 3 clusters
  Score: Raw -137599.781496 + Penalty 2409.540344 = -135190.241152
  nChanged 8
		SP:Iteration 41Q (93195.270000 sec): 3 clusters
  Score: Raw -137607.772294 + Penalty 2409.540344 = -135198.231949
  nChanged 3
		SP:Iteration 42Q (93195.300000 sec): 3 clusters
  Score: Raw -137609.932555 + Penalty 2409.540344 = -135200.392211
  nChanged 1
		SP:Iteration 43Q (93195.330000 sec): 3 clusters
  Score: Raw -137611.312781 + Penalty 2409.540344 = -135201.772437
  nChanged 1
		SP:Iteration 44Q (93195.360000 sec): 3 clusters
  Score: Raw -137611.823674 + Penalty 2409.540344 = -135202.283330
  nChanged 1
		SP:Iteration 45Q (93195.390000 sec): 3 clusters
  Score: Raw -137612.168852 + Penalty 2409.540344 = -135202.628507
  nChanged 3
		SP:Iteration 46Q (93195.420000 sec): 3 clusters
  Score: Raw -137614.271801 + Penalty 2409.540344 = -135204.731456
  nChanged 1
		SP:Iteration 47Q (93195.450000 sec): 3 clusters
  Score: Raw -137615.586703 + Penalty 2409.540344 = -135206.046359
  nChanged 1
		SP:Iteration 48Q (93195.480000 sec): 3 clusters
  Score: Raw -137616.050344 + Penalty 2409.540344 = -135206.510000
  nChanged 1
		SP:Iteration 49Q (93195.510000 sec): 3 clusters
  Score: Raw -137616.339309 + Penalty 2409.540344 = -135206.798965
  nChanged 0
		SP:Iteration 50F (93195.540000 sec): 3 clusters
  Score: Raw -137616.339309 + Penalty 2409.540344 = -135206.798965
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 96 (1792 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (93195.600000 sec): 2 clusters
  Score: Raw -153166.944379 + Penalty 1217.301734 = -151949.642645
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (93195.640000 sec): 3 clusters
  Score: Raw -152408.428190 + Penalty 2434.603468 = -149973.824722
  nChanged 625
		SP:Iteration 1F (93195.680000 sec): 3 clusters
  Score: Raw -152842.216070 + Penalty 2434.603468 = -150407.612602
  nChanged 142
		SP:Iteration 2F (93195.710000 sec): 3 clusters
  Score: Raw -152972.074024 + Penalty 2434.603468 = -150537.470556
  nChanged 97
		SP:Iteration 3F (93195.740000 sec): 3 clusters
  Score: Raw -153059.949962 + Penalty 2434.603468 = -150625.346495
  nChanged 75
		SP:Iteration 4Q (93195.780000 sec): 3 clusters
  Score: Raw -153129.442380 + Penalty 2434.603468 = -150694.838912
  nChanged 55
		SP:Iteration 5Q (93195.810000 sec): 3 clusters
  Score: Raw -153185.129712 + Penalty 2434.603468 = -150750.526244
  nChanged 57
		SP:Iteration 6Q (93195.850000 sec): 3 clusters
  Score: Raw -153237.181574 + Penalty 2434.603468 = -150802.578106
  nChanged 52
		SP:Iteration 7Q (93195.880000 sec): 3 clusters
  Score: Raw -153284.319625 + Penalty 2434.603468 = -150849.716157
  nChanged 52
		SP:Iteration 8Q (93195.920000 sec): 3 clusters
  Score: Raw -153352.151845 + Penalty 2434.603468 = -150917.548377
  nChanged 65
		SP:Iteration 9Q (93195.950000 sec): 3 clusters
  Score: Raw -153449.978777 + Penalty 2434.603468 = -151015.375309
  nChanged 76
		SP:Iteration 10Q (93195.980000 sec): 3 clusters
  Score: Raw -153555.967277 + Penalty 2434.603468 = -151121.363809
  nChanged 60
		SP:Iteration 11Q (93196.020000 sec): 3 clusters
  Score: Raw -153645.729348 + Penalty 2434.603468 = -151211.125880
  nChanged 65
		SP:Iteration 12Q (93196.050000 sec): 3 clusters
  Score: Raw -153747.384620 + Penalty 2434.603468 = -151312.781152
  nChanged 67
		SP:Iteration 13Q (93196.080000 sec): 3 clusters
  Score: Raw -153839.822631 + Penalty 2434.603468 = -151405.219163
  nChanged 43
		SP:Iteration 14Q (93196.120000 sec): 3 clusters
  Score: Raw -153890.030984 + Penalty 2434.603468 = -151455.427516
  nChanged 37
		SP:Iteration 15Q (93196.150000 sec): 3 clusters
  Score: Raw -153935.295837 + Penalty 2434.603468 = -151500.692369
  nChanged 26
		SP:Iteration 16Q (93196.180000 sec): 3 clusters
  Score: Raw -153963.731028 + Penalty 2434.603468 = -151529.127560
  nChanged 18
		SP:Iteration 17Q (93196.220000 sec): 3 clusters
  Score: Raw -153977.449493 + Penalty 2434.603468 = -151542.846025
  nChanged 17
		SP:Iteration 18Q (93196.250000 sec): 3 clusters
  Score: Raw -153988.658712 + Penalty 2434.603468 = -151554.055245
  nChanged 8
		SP:Iteration 19Q (93196.280000 sec): 3 clusters
  Score: Raw -153995.917673 + Penalty 2434.603468 = -151561.314205
  nChanged 2
		SP:Iteration 20F (93196.310000 sec): 3 clusters
  Score: Raw -154002.046752 + Penalty 2434.603468 = -151567.443284
  nChanged 8
		SP:Iteration 21Q (93196.340000 sec): 3 clusters
  Score: Raw -154013.524013 + Penalty 2434.603468 = -151578.920545
  nChanged 8
		SP:Iteration 22Q (93196.380000 sec): 3 clusters
  Score: Raw -154018.868712 + Penalty 2434.603468 = -151584.265244
  nChanged 4
		SP:Iteration 23Q (93196.410000 sec): 3 clusters
  Score: Raw -154020.925987 + Penalty 2434.603468 = -151586.322519
  nChanged 1
		SP:Iteration 24Q (93196.440000 sec): 3 clusters
  Score: Raw -154021.388034 + Penalty 2434.603468 = -151586.784566
  nChanged 2
		SP:Iteration 25Q (93196.480000 sec): 3 clusters
  Score: Raw -154021.914384 + Penalty 2434.603468 = -151587.310916
  nChanged 3
		SP:Iteration 26Q (93196.510000 sec): 3 clusters
  Score: Raw -154023.043076 + Penalty 2434.603468 = -151588.439608
  nChanged 2
		SP:Iteration 27Q (93196.540000 sec): 3 clusters
  Score: Raw -154023.527781 + Penalty 2434.603468 = -151588.924313
  nChanged 3
		SP:Iteration 28Q (93196.570000 sec): 3 clusters
  Score: Raw -154025.803058 + Penalty 2434.603468 = -151591.199590
  nChanged 5
		SP:Iteration 29Q (93196.600000 sec): 3 clusters
  Score: Raw -154027.737782 + Penalty 2434.603468 = -151593.134314
  nChanged 2
		SP:Iteration 30Q (93196.640000 sec): 3 clusters
  Score: Raw -154029.381127 + Penalty 2434.603468 = -151594.777659
  nChanged 2
		SP:Iteration 31Q (93196.670000 sec): 3 clusters
  Score: Raw -154031.133464 + Penalty 2434.603468 = -151596.529997
  nChanged 4
		SP:Iteration 32Q (93196.700000 sec): 3 clusters
  Score: Raw -154033.449211 + Penalty 2434.603468 = -151598.845743
  nChanged 2
		SP:Iteration 33Q (93196.730000 sec): 3 clusters
  Score: Raw -154034.797048 + Penalty 2434.603468 = -151600.193580
  nChanged 2
		SP:Iteration 34Q (93196.760000 sec): 3 clusters
  Score: Raw -154035.119363 + Penalty 2434.603468 = -151600.515895
  nChanged 1
		SP:Iteration 35Q (93196.800000 sec): 3 clusters
  Score: Raw -154035.442881 + Penalty 2434.603468 = -151600.839413
  nChanged 2
		SP:Iteration 36Q (93196.830000 sec): 3 clusters
  Score: Raw -154036.891938 + Penalty 2434.603468 = -151602.288470
  nChanged 2
		SP:Iteration 37Q (93196.860000 sec): 3 clusters
  Score: Raw -154038.351909 + Penalty 2434.603468 = -151603.748441
  nChanged 4
		SP:Iteration 38Q (93196.890000 sec): 3 clusters
  Score: Raw -154042.493787 + Penalty 2434.603468 = -151607.890319
  nChanged 4
		SP:Iteration 39Q (93196.920000 sec): 3 clusters
  Score: Raw -154044.597969 + Penalty 2434.603468 = -151609.994501
  nChanged 1
		SP:Iteration 40F (93196.960000 sec): 3 clusters
  Score: Raw -154044.987788 + Penalty 2434.603468 = -151610.384320
  nChanged 1
		SP:Iteration 41Q (93196.990000 sec): 3 clusters
  Score: Raw -154045.453197 + Penalty 2434.603468 = -151610.849729
  nChanged 0
		SP:Iteration 42F (93197.030000 sec): 3 clusters
  Score: Raw -154045.453197 + Penalty 2434.603468 = -151610.849729
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 97 (3971 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (93197.100000 sec): 2 clusters
  Score: Raw -379068.646958 + Penalty 1346.600650 = -377722.046308
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (93197.180000 sec): 3 clusters
  Score: Raw -377050.645000 + Penalty 2693.201300 = -374357.443700
  nChanged 1553
		SP:Iteration 1F (93197.250000 sec): 3 clusters
  Score: Raw -377904.252794 + Penalty 2693.201300 = -375211.051493
  nChanged 276
		SP:Iteration 2F (93197.320000 sec): 3 clusters
  Score: Raw -378039.113487 + Penalty 2693.201300 = -375345.912187
  nChanged 178
		SP:Iteration 3Q (93197.400000 sec): 3 clusters
  Score: Raw -378113.972351 + Penalty 2693.201300 = -375420.771051
  nChanged 113
		SP:Iteration 4Q (93197.480000 sec): 3 clusters
  Score: Raw -378158.685865 + Penalty 2693.201300 = -375465.484565
  nChanged 94
		SP:Iteration 5Q (93197.550000 sec): 3 clusters
  Score: Raw -378202.758295 + Penalty 2693.201300 = -375509.556994
  nChanged 89
		SP:Iteration 6Q (93197.630000 sec): 3 clusters
  Score: Raw -378243.248006 + Penalty 2693.201300 = -375550.046706
  nChanged 77
		SP:Iteration 7Q (93197.710000 sec): 3 clusters
  Score: Raw -378273.307837 + Penalty 2693.201300 = -375580.106537
  nChanged 73
		SP:Iteration 8Q (93197.780000 sec): 3 clusters
  Score: Raw -378304.003725 + Penalty 2693.201300 = -375610.802425
  nChanged 79
		SP:Iteration 9Q (93197.860000 sec): 3 clusters
  Score: Raw -378342.086649 + Penalty 2693.201300 = -375648.885349
  nChanged 82
		SP:Iteration 10Q (93197.940000 sec): 3 clusters
  Score: Raw -378376.799370 + Penalty 2693.201300 = -375683.598069
  nChanged 76
		SP:Iteration 11Q (93198.010000 sec): 3 clusters
  Score: Raw -378411.287264 + Penalty 2693.201300 = -375718.085964
  nChanged 86
		SP:Iteration 12Q (93198.090000 sec): 3 clusters
  Score: Raw -378460.291634 + Penalty 2693.201300 = -375767.090334
  nChanged 96
		SP:Iteration 13Q (93198.160000 sec): 3 clusters
  Score: Raw -378515.465824 + Penalty 2693.201300 = -375822.264524
  nChanged 93
		SP:Iteration 14Q (93198.240000 sec): 3 clusters
  Score: Raw -378573.273359 + Penalty 2693.201300 = -375880.072059
  nChanged 89
		SP:Iteration 15Q (93198.320000 sec): 3 clusters
  Score: Raw -378629.777548 + Penalty 2693.201300 = -375936.576248
  nChanged 95
		SP:Iteration 16Q (93198.390000 sec): 3 clusters
  Score: Raw -378689.969888 + Penalty 2693.201300 = -375996.768588
  nChanged 92
		SP:Iteration 17Q (93198.470000 sec): 3 clusters
  Score: Raw -378745.349983 + Penalty 2693.201300 = -376052.148682
  nChanged 85
		SP:Iteration 18Q (93198.540000 sec): 3 clusters
  Score: Raw -378797.088345 + Penalty 2693.201300 = -376103.887045
  nChanged 78
		SP:Iteration 19Q (93198.620000 sec): 3 clusters
  Score: Raw -378845.715598 + Penalty 2693.201300 = -376152.514298
  nChanged 81
		SP:Iteration 20F (93198.690000 sec): 3 clusters
  Score: Raw -378899.031017 + Penalty 2693.201300 = -376205.829716
  nChanged 69
		SP:Iteration 21Q (93198.760000 sec): 3 clusters
  Score: Raw -378950.273706 + Penalty 2693.201300 = -376257.072406
  nChanged 54
		SP:Iteration 22Q (93198.840000 sec): 3 clusters
  Score: Raw -378990.537578 + Penalty 2693.201300 = -376297.336278
  nChanged 46
		SP:Iteration 23Q (93198.910000 sec): 3 clusters
  Score: Raw -379030.106611 + Penalty 2693.201300 = -376336.905311
  nChanged 35
		SP:Iteration 24Q (93198.980000 sec): 3 clusters
  Score: Raw -379057.416450 + Penalty 2693.201300 = -376364.215150
  nChanged 27
		SP:Iteration 25Q (93199.050000 sec): 3 clusters
  Score: Raw -379075.974558 + Penalty 2693.201300 = -376382.773258
  nChanged 17
		SP:Iteration 26Q (93199.120000 sec): 3 clusters
  Score: Raw -379089.267606 + Penalty 2693.201300 = -376396.066305
  nChanged 20
		SP:Iteration 27Q (93199.200000 sec): 3 clusters
  Score: Raw -379108.209010 + Penalty 2693.201300 = -376415.007710
  nChanged 15
		SP:Iteration 28Q (93199.260000 sec): 3 clusters
  Score: Raw -379119.768260 + Penalty 2693.201300 = -376426.566960
  nChanged 14
		SP:Iteration 29Q (93199.340000 sec): 3 clusters
  Score: Raw -379131.617175 + Penalty 2693.201300 = -376438.415874
  nChanged 13
		SP:Iteration 30Q (93199.410000 sec): 3 clusters
  Score: Raw -379143.003008 + Penalty 2693.201300 = -376449.801708
  nChanged 14
		SP:Iteration 31Q (93199.480000 sec): 3 clusters
  Score: Raw -379156.795401 + Penalty 2693.201300 = -376463.594101
  nChanged 15
		SP:Iteration 32Q (93199.550000 sec): 3 clusters
  Score: Raw -379167.245840 + Penalty 2693.201300 = -376474.044540
  nChanged 9
		SP:Iteration 33Q (93199.620000 sec): 3 clusters
  Score: Raw -379173.900276 + Penalty 2693.201300 = -376480.698976
  nChanged 11
		SP:Iteration 34Q (93199.690000 sec): 3 clusters
  Score: Raw -379183.853857 + Penalty 2693.201300 = -376490.652557
  nChanged 8
		SP:Iteration 35Q (93199.760000 sec): 3 clusters
  Score: Raw -379191.210218 + Penalty 2693.201300 = -376498.008918
  nChanged 9
		SP:Iteration 36Q (93199.830000 sec): 3 clusters
  Score: Raw -379199.902457 + Penalty 2693.201300 = -376506.701157
  nChanged 9
		SP:Iteration 37Q (93199.900000 sec): 3 clusters
  Score: Raw -379211.752993 + Penalty 2693.201300 = -376518.551693
  nChanged 9
		SP:Iteration 38Q (93199.970000 sec): 3 clusters
  Score: Raw -379219.310828 + Penalty 2693.201300 = -376526.109528
  nChanged 6
		SP:Iteration 39Q (93200.040000 sec): 3 clusters
  Score: Raw -379223.583181 + Penalty 2693.201300 = -376530.381881
  nChanged 4
		SP:Iteration 40F (93200.120000 sec): 3 clusters
  Score: Raw -379227.293143 + Penalty 2693.201300 = -376534.091843
  nChanged 4
		SP:Iteration 41Q (93200.190000 sec): 3 clusters
  Score: Raw -379232.512908 + Penalty 2693.201300 = -376539.311608
  nChanged 5
		SP:Iteration 42Q (93200.260000 sec): 3 clusters
  Score: Raw -379237.504276 + Penalty 2693.201300 = -376544.302976
  nChanged 5
		SP:Iteration 43Q (93200.330000 sec): 3 clusters
  Score: Raw -379242.354796 + Penalty 2693.201300 = -376549.153495
  nChanged 2
		SP:Iteration 44Q (93200.400000 sec): 3 clusters
  Score: Raw -379245.114411 + Penalty 2693.201300 = -376551.913111
  nChanged 2
		SP:Iteration 45Q (93200.470000 sec): 3 clusters
  Score: Raw -379246.156309 + Penalty 2693.201300 = -376552.955009
  nChanged 3
		SP:Iteration 46Q (93200.540000 sec): 3 clusters
  Score: Raw -379249.469033 + Penalty 2693.201300 = -376556.267733
  nChanged 2
		SP:Iteration 47Q (93200.610000 sec): 3 clusters
  Score: Raw -379251.518001 + Penalty 2693.201300 = -376558.316701
  nChanged 4
		SP:Iteration 48Q (93200.680000 sec): 3 clusters
  Score: Raw -379254.801699 + Penalty 2693.201300 = -376561.600399
  nChanged 2
		SP:Iteration 49Q (93200.750000 sec): 3 clusters
  Score: Raw -379255.965397 + Penalty 2693.201300 = -376562.764097
  nChanged 1
		SP:Iteration 50Q (93200.820000 sec): 3 clusters
  Score: Raw -379256.360682 + Penalty 2693.201300 = -376563.159382
  nChanged 1
		SP:Iteration 51Q (93200.890000 sec): 3 clusters
  Score: Raw -379258.245127 + Penalty 2693.201300 = -376565.043827
  nChanged 1
		SP:Iteration 52Q (93200.960000 sec): 3 clusters
  Score: Raw -379259.124937 + Penalty 2693.201300 = -376565.923636
  nChanged 1
		SP:Iteration 53Q (93201.030000 sec): 3 clusters
  Score: Raw -379260.266157 + Penalty 2693.201300 = -376567.064857
  nChanged 1
		SP:Iteration 54Q (93201.110000 sec): 3 clusters
  Score: Raw -379260.604558 + Penalty 2693.201300 = -376567.403258
  nChanged 0
		SP:Iteration 55F (93201.180000 sec): 3 clusters
  Score: Raw -379260.604558 + Penalty 2693.201300 = -376567.403258
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 98 (966 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (93201.230000 sec): 2 clusters
  Score: Raw -82637.016619 + Penalty 1116.889123 = -81520.127496
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (93201.250000 sec): 3 clusters
  Score: Raw -82366.672991 + Penalty 2233.778246 = -80132.894745
  nChanged 282
		SP:Iteration 1F (93201.270000 sec): 3 clusters
  Score: Raw -82610.916916 + Penalty 2233.778246 = -80377.138670
  nChanged 67
		SP:Iteration 2F (93201.290000 sec): 3 clusters
  Score: Raw -82696.367557 + Penalty 2233.778246 = -80462.589311
  nChanged 41
		SP:Iteration 3Q (93201.310000 sec): 3 clusters
  Score: Raw -82745.308698 + Penalty 2233.778246 = -80511.530452
  nChanged 28
		SP:Iteration 4Q (93201.330000 sec): 3 clusters
  Score: Raw -82786.543984 + Penalty 2233.778246 = -80552.765738
  nChanged 16
		SP:Iteration 5Q (93201.350000 sec): 3 clusters
  Score: Raw -82806.579445 + Penalty 2233.778246 = -80572.801199
  nChanged 12
		SP:Iteration 6Q (93201.370000 sec): 3 clusters
  Score: Raw -82815.221614 + Penalty 2233.778246 = -80581.443368
  nChanged 7
		SP:Iteration 7Q (93201.390000 sec): 3 clusters
  Score: Raw -82822.992474 + Penalty 2233.778246 = -80589.214228
  nChanged 11
		SP:Iteration 8Q (93201.400000 sec): 3 clusters
  Score: Raw -82838.945365 + Penalty 2233.778246 = -80605.167119
  nChanged 16
		SP:Iteration 9Q (93201.420000 sec): 3 clusters
  Score: Raw -82860.008330 + Penalty 2233.778246 = -80626.230084
  nChanged 21
		SP:Iteration 10Q (93201.440000 sec): 3 clusters
  Score: Raw -82883.813062 + Penalty 2233.778246 = -80650.034816
  nChanged 17
		SP:Iteration 11Q (93201.460000 sec): 3 clusters
  Score: Raw -82901.147796 + Penalty 2233.778246 = -80667.369550
  nChanged 9
		SP:Iteration 12Q (93201.480000 sec): 3 clusters
  Score: Raw -82913.502726 + Penalty 2233.778246 = -80679.724480
  nChanged 8
		SP:Iteration 13Q (93201.500000 sec): 3 clusters
  Score: Raw -82920.555030 + Penalty 2233.778246 = -80686.776784
  nChanged 5
		SP:Iteration 14Q (93201.520000 sec): 3 clusters
  Score: Raw -82925.344045 + Penalty 2233.778246 = -80691.565799
  nChanged 7
		SP:Iteration 15Q (93201.540000 sec): 3 clusters
  Score: Raw -82936.648117 + Penalty 2233.778246 = -80702.869871
  nChanged 11
		SP:Iteration 16Q (93201.560000 sec): 3 clusters
  Score: Raw -82952.523664 + Penalty 2233.778246 = -80718.745418
  nChanged 9
		SP:Iteration 17Q (93201.580000 sec): 3 clusters
  Score: Raw -82964.382241 + Penalty 2233.778246 = -80730.603995
  nChanged 7
		SP:Iteration 18Q (93201.590000 sec): 3 clusters
  Score: Raw -82971.138003 + Penalty 2233.778246 = -80737.359757
  nChanged 1
		SP:Iteration 19Q (93201.610000 sec): 3 clusters
  Score: Raw -82971.726315 + Penalty 2233.778246 = -80737.948069
  nChanged 1
		SP:Iteration 20F (93201.630000 sec): 3 clusters
  Score: Raw -82973.184602 + Penalty 2233.778246 = -80739.406356
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 99 (1992 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (93201.700000 sec): 2 clusters
  Score: Raw -171414.344177 + Penalty 1234.495346 = -170179.848831
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (93201.730000 sec): 3 clusters
  Score: Raw -170547.912145 + Penalty 2468.990692 = -168078.921453
  nChanged 733
		SP:Iteration 1F (93201.770000 sec): 3 clusters
  Score: Raw -171015.433585 + Penalty 2468.990692 = -168546.442893
  nChanged 187
		SP:Iteration 2F (93201.810000 sec): 3 clusters
  Score: Raw -171166.500979 + Penalty 2468.990692 = -168697.510287
  nChanged 108
		SP:Iteration 3F (93201.850000 sec): 3 clusters
  Score: Raw -171236.903355 + Penalty 2468.990692 = -168767.912663
  nChanged 64
		SP:Iteration 4Q (93201.890000 sec): 3 clusters
  Score: Raw -171275.262979 + Penalty 2468.990692 = -168806.272287
  nChanged 39
		SP:Iteration 5Q (93201.920000 sec): 3 clusters
  Score: Raw -171301.902921 + Penalty 2468.990692 = -168832.912228
  nChanged 31
		SP:Iteration 6Q (93201.960000 sec): 3 clusters
  Score: Raw -171321.386464 + Penalty 2468.990692 = -168852.395771
  nChanged 32
		SP:Iteration 7Q (93202.000000 sec): 3 clusters
  Score: Raw -171340.778048 + Penalty 2468.990692 = -168871.787355
  nChanged 28
		SP:Iteration 8Q (93202.040000 sec): 3 clusters
  Score: Raw -171357.623933 + Penalty 2468.990692 = -168888.633240
  nChanged 22
		SP:Iteration 9Q (93202.080000 sec): 3 clusters
  Score: Raw -171366.619174 + Penalty 2468.990692 = -168897.628482
  nChanged 19
		SP:Iteration 10Q (93202.120000 sec): 3 clusters
  Score: Raw -171376.071129 + Penalty 2468.990692 = -168907.080436
  nChanged 16
		SP:Iteration 11Q (93202.160000 sec): 3 clusters
  Score: Raw -171384.671266 + Penalty 2468.990692 = -168915.680573
  nChanged 17
		SP:Iteration 12Q (93202.190000 sec): 3 clusters
  Score: Raw -171392.526151 + Penalty 2468.990692 = -168923.535458
  nChanged 12
		SP:Iteration 13Q (93202.230000 sec): 3 clusters
  Score: Raw -171399.064161 + Penalty 2468.990692 = -168930.073469
  nChanged 14
		SP:Iteration 14Q (93202.270000 sec): 3 clusters
  Score: Raw -171407.142636 + Penalty 2468.990692 = -168938.151943
  nChanged 16
		SP:Iteration 15Q (93202.310000 sec): 3 clusters
  Score: Raw -171414.882147 + Penalty 2468.990692 = -168945.891455
  nChanged 12
		SP:Iteration 16Q (93202.350000 sec): 3 clusters
  Score: Raw -171423.258463 + Penalty 2468.990692 = -168954.267770
  nChanged 10
		SP:Iteration 17Q (93202.380000 sec): 3 clusters
  Score: Raw -171428.659420 + Penalty 2468.990692 = -168959.668728
  nChanged 13
		SP:Iteration 18Q (93202.420000 sec): 3 clusters
  Score: Raw -171433.968019 + Penalty 2468.990692 = -168964.977327
  nChanged 11
		SP:Iteration 19Q (93202.460000 sec): 3 clusters
  Score: Raw -171440.960003 + Penalty 2468.990692 = -168971.969311
  nChanged 12
		SP:Iteration 20F (93202.500000 sec): 3 clusters
  Score: Raw -171446.561826 + Penalty 2468.990692 = -168977.571133
  nChanged 9
		SP:Iteration 21Q (93202.540000 sec): 3 clusters
  Score: Raw -171450.736672 + Penalty 2468.990692 = -168981.745979
  nChanged 9
		SP:Iteration 22Q (93202.580000 sec): 3 clusters
  Score: Raw -171454.574153 + Penalty 2468.990692 = -168985.583460
  nChanged 11
		SP:Iteration 23Q (93202.620000 sec): 3 clusters
  Score: Raw -171461.220288 + Penalty 2468.990692 = -168992.229596
  nChanged 12
		SP:Iteration 24Q (93202.650000 sec): 3 clusters
  Score: Raw -171467.708699 + Penalty 2468.990692 = -168998.718007
  nChanged 9
		SP:Iteration 25Q (93202.690000 sec): 3 clusters
  Score: Raw -171472.059970 + Penalty 2468.990692 = -169003.069278
  nChanged 9
		SP:Iteration 26Q (93202.730000 sec): 3 clusters
  Score: Raw -171474.987757 + Penalty 2468.990692 = -169005.997065
  nChanged 5
		SP:Iteration 27Q (93202.770000 sec): 3 clusters
  Score: Raw -171477.320581 + Penalty 2468.990692 = -169008.329888
  nChanged 2
		SP:Iteration 28Q (93202.810000 sec): 3 clusters
  Score: Raw -171477.996426 + Penalty 2468.990692 = -169009.005734
  nChanged 2
		SP:Iteration 29Q (93202.840000 sec): 3 clusters
  Score: Raw -171478.415777 + Penalty 2468.990692 = -169009.425085
  nChanged 0
		SP:Iteration 30F (93202.880000 sec): 3 clusters
  Score: Raw -171478.415777 + Penalty 2468.990692 = -169009.425085
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 100 (3029 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (93202.950000 sec): 2 clusters
  Score: Raw -253707.775878 + Penalty 1302.598019 = -252405.177859
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (93203.010000 sec): 3 clusters
  Score: Raw -252267.460448 + Penalty 2605.196039 = -249662.264409
  nChanged 1164
		SP:Iteration 1F (93203.070000 sec): 3 clusters
  Score: Raw -253008.276269 + Penalty 2605.196039 = -250403.080230
  nChanged 248
		SP:Iteration 2F (93203.130000 sec): 3 clusters
  Score: Raw -253186.914267 + Penalty 2605.196039 = -250581.718228
  nChanged 171
		SP:Iteration 3F (93203.180000 sec): 3 clusters
  Score: Raw -253316.579122 + Penalty 2605.196039 = -250711.383084
  nChanged 140
		SP:Iteration 4Q (93203.240000 sec): 3 clusters
  Score: Raw -253436.734644 + Penalty 2605.196039 = -250831.538606
  nChanged 138
		SP:Iteration 5Q (93203.300000 sec): 3 clusters
  Score: Raw -253551.862746 + Penalty 2605.196039 = -250946.666707
  nChanged 136
		SP:Iteration 6Q (93203.360000 sec): 3 clusters
  Score: Raw -253656.935935 + Penalty 2605.196039 = -251051.739896
  nChanged 102
		SP:Iteration 7Q (93203.420000 sec): 3 clusters
  Score: Raw -253730.611031 + Penalty 2605.196039 = -251125.414993
  nChanged 89
		SP:Iteration 8Q (93203.470000 sec): 3 clusters
  Score: Raw -253787.343773 + Penalty 2605.196039 = -251182.147734
  nChanged 75
		SP:Iteration 9Q (93203.530000 sec): 3 clusters
  Score: Raw -253829.450411 + Penalty 2605.196039 = -251224.254372
  nChanged 55
		SP:Iteration 10Q (93203.590000 sec): 3 clusters
  Score: Raw -253860.571944 + Penalty 2605.196039 = -251255.375906
  nChanged 52
		SP:Iteration 11Q (93203.650000 sec): 3 clusters
  Score: Raw -253885.299321 + Penalty 2605.196039 = -251280.103282
  nChanged 39
		SP:Iteration 12Q (93203.710000 sec): 3 clusters
  Score: Raw -253901.473352 + Penalty 2605.196039 = -251296.277314
  nChanged 40
		SP:Iteration 13Q (93203.760000 sec): 3 clusters
  Score: Raw -253920.016298 + Penalty 2605.196039 = -251314.820259
  nChanged 42
		SP:Iteration 14Q (93203.820000 sec): 3 clusters
  Score: Raw -253941.470631 + Penalty 2605.196039 = -251336.274592
  nChanged 32
		SP:Iteration 15Q (93203.880000 sec): 3 clusters
  Score: Raw -253956.784632 + Penalty 2605.196039 = -251351.588593
  nChanged 25
		SP:Iteration 16Q (93203.930000 sec): 3 clusters
  Score: Raw -253969.934031 + Penalty 2605.196039 = -251364.737992
  nChanged 29
		SP:Iteration 17Q (93203.990000 sec): 3 clusters
  Score: Raw -253984.100854 + Penalty 2605.196039 = -251378.904815
  nChanged 27
		SP:Iteration 18Q (93204.050000 sec): 3 clusters
  Score: Raw -253998.538540 + Penalty 2605.196039 = -251393.342501
  nChanged 21
		SP:Iteration 19Q (93204.110000 sec): 3 clusters
  Score: Raw -254009.746246 + Penalty 2605.196039 = -251404.550207
  nChanged 17
		SP:Iteration 20F (93204.160000 sec): 3 clusters
  Score: Raw -254015.784215 + Penalty 2605.196039 = -251410.588176
  nChanged 21
		SP:Iteration 21Q (93204.220000 sec): 3 clusters
  Score: Raw -254024.345795 + Penalty 2605.196039 = -251419.149757
  nChanged 14
		SP:Iteration 22Q (93204.280000 sec): 3 clusters
  Score: Raw -254033.996598 + Penalty 2605.196039 = -251428.800560
  nChanged 15
		SP:Iteration 23Q (93204.340000 sec): 3 clusters
  Score: Raw -254040.295888 + Penalty 2605.196039 = -251435.099849
  nChanged 8
		SP:Iteration 24Q (93204.390000 sec): 3 clusters
  Score: Raw -254042.869064 + Penalty 2605.196039 = -251437.673026
  nChanged 6
		SP:Iteration 25Q (93204.450000 sec): 3 clusters
  Score: Raw -254045.807710 + Penalty 2605.196039 = -251440.611671
  nChanged 8
		SP:Iteration 26Q (93204.510000 sec): 3 clusters
  Score: Raw -254049.333841 + Penalty 2605.196039 = -251444.137803
  nChanged 6
		SP:Iteration 27Q (93204.570000 sec): 3 clusters
  Score: Raw -254052.205955 + Penalty 2605.196039 = -251447.009916
  nChanged 6
		SP:Iteration 28Q (93204.630000 sec): 3 clusters
  Score: Raw -254054.445316 + Penalty 2605.196039 = -251449.249278
  nChanged 3
		SP:Iteration 29Q (93204.690000 sec): 3 clusters
  Score: Raw -254055.436069 + Penalty 2605.196039 = -251450.240031
  nChanged 3
		SP:Iteration 30Q (93204.740000 sec): 3 clusters
  Score: Raw -254056.369563 + Penalty 2605.196039 = -251451.173525
  nChanged 4
		SP:Iteration 31Q (93204.800000 sec): 3 clusters
  Score: Raw -254057.967013 + Penalty 2605.196039 = -251452.770974
  nChanged 4
		SP:Iteration 32Q (93204.860000 sec): 3 clusters
  Score: Raw -254059.381343 + Penalty 2605.196039 = -251454.185304
  nChanged 3
		SP:Iteration 33Q (93204.910000 sec): 3 clusters
  Score: Raw -254061.280624 + Penalty 2605.196039 = -251456.084585
  nChanged 4
		SP:Iteration 34Q (93204.970000 sec): 3 clusters
  Score: Raw -254063.133170 + Penalty 2605.196039 = -251457.937131
  nChanged 9
		SP:Iteration 35Q (93205.030000 sec): 3 clusters
  Score: Raw -254069.093992 + Penalty 2605.196039 = -251463.897953
  nChanged 10
		SP:Iteration 36Q (93205.090000 sec): 3 clusters
  Score: Raw -254074.190893 + Penalty 2605.196039 = -251468.994854
  nChanged 10
		SP:Iteration 37Q (93205.140000 sec): 3 clusters
  Score: Raw -254078.398458 + Penalty 2605.196039 = -251473.202420
  nChanged 7
		SP:Iteration 38Q (93205.200000 sec): 3 clusters
  Score: Raw -254082.073528 + Penalty 2605.196039 = -251476.877489
  nChanged 6
		SP:Iteration 39Q (93205.260000 sec): 3 clusters
  Score: Raw -254087.358546 + Penalty 2605.196039 = -251482.162507
  nChanged 11
		SP:Iteration 40F (93205.310000 sec): 3 clusters
  Score: Raw -254091.380342 + Penalty 2605.196039 = -251486.184304
  nChanged 5
		SP:Iteration 41Q (93205.370000 sec): 3 clusters
  Score: Raw -254094.894378 + Penalty 2605.196039 = -251489.698339
  nChanged 6
		SP:Iteration 42Q (93205.430000 sec): 3 clusters
  Score: Raw -254097.376075 + Penalty 2605.196039 = -251492.180037
  nChanged 4
		SP:Iteration 43Q (93205.490000 sec): 3 clusters
  Score: Raw -254099.557204 + Penalty 2605.196039 = -251494.361166
  nChanged 5
		SP:Iteration 44Q (93205.540000 sec): 3 clusters
  Score: Raw -254102.326134 + Penalty 2605.196039 = -251497.130096
  nChanged 5
		SP:Iteration 45Q (93205.600000 sec): 3 clusters
  Score: Raw -254104.952939 + Penalty 2605.196039 = -251499.756901
  nChanged 2
		SP:Iteration 46Q (93205.660000 sec): 3 clusters
  Score: Raw -254105.892718 + Penalty 2605.196039 = -251500.696679
  nChanged 3
		SP:Iteration 47Q (93205.710000 sec): 3 clusters
  Score: Raw -254106.941802 + Penalty 2605.196039 = -251501.745763
  nChanged 2
		SP:Iteration 48Q (93205.770000 sec): 3 clusters
  Score: Raw -254108.032361 + Penalty 2605.196039 = -251502.836323
  nChanged 2
		SP:Iteration 49Q (93205.830000 sec): 3 clusters
  Score: Raw -254109.229757 + Penalty 2605.196039 = -251504.033719
  nChanged 4
		SP:Iteration 50Q (93205.890000 sec): 3 clusters
  Score: Raw -254111.017323 + Penalty 2605.196039 = -251505.821284
  nChanged 1
		SP:Iteration 51Q (93205.940000 sec): 3 clusters
  Score: Raw -254111.575622 + Penalty 2605.196039 = -251506.379584
  nChanged 2
		SP:Iteration 52Q (93206.000000 sec): 3 clusters
  Score: Raw -254112.609594 + Penalty 2605.196039 = -251507.413555
  nChanged 2
		SP:Iteration 53Q (93206.060000 sec): 3 clusters
  Score: Raw -254113.069222 + Penalty 2605.196039 = -251507.873184
  nChanged 0
		SP:Iteration 54F (93206.110000 sec): 3 clusters
  Score: Raw -254113.069222 + Penalty 2605.196039 = -251507.873184
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 101 (2757 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (93206.180000 sec): 2 clusters
  Score: Raw -225741.329973 + Penalty 1287.308492 = -224454.021481
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (93206.230000 sec): 3 clusters
  Score: Raw -224436.740913 + Penalty 2574.616984 = -221862.123929
  nChanged 1060
		SP:Iteration 1F (93206.280000 sec): 3 clusters
  Score: Raw -225152.040996 + Penalty 2574.616984 = -222577.424013
  nChanged 269
		SP:Iteration 2F (93206.340000 sec): 3 clusters
  Score: Raw -225389.723893 + Penalty 2574.616984 = -222815.106909
  nChanged 186
		SP:Iteration 3F (93206.380000 sec): 3 clusters
  Score: Raw -225557.843112 + Penalty 2574.616984 = -222983.226128
  nChanged 144
		SP:Iteration 4F (93206.440000 sec): 3 clusters
  Score: Raw -225683.565826 + Penalty 2574.616984 = -223108.948842
  nChanged 116
		SP:Iteration 5Q (93206.490000 sec): 3 clusters
  Score: Raw -225785.457487 + Penalty 2574.616984 = -223210.840503
  nChanged 79
		SP:Iteration 6Q (93206.540000 sec): 3 clusters
  Score: Raw -225866.370604 + Penalty 2574.616984 = -223291.753620
  nChanged 75
		SP:Iteration 7Q (93206.600000 sec): 3 clusters
  Score: Raw -225957.525390 + Penalty 2574.616984 = -223382.908407
  nChanged 86
		SP:Iteration 8Q (93206.650000 sec): 3 clusters
  Score: Raw -226064.714616 + Penalty 2574.616984 = -223490.097633
  nChanged 97
		SP:Iteration 9Q (93206.700000 sec): 3 clusters
  Score: Raw -226173.661384 + Penalty 2574.616984 = -223599.044400
  nChanged 97
		SP:Iteration 10Q (93206.750000 sec): 3 clusters
  Score: Raw -226264.967497 + Penalty 2574.616984 = -223690.350514
  nChanged 77
		SP:Iteration 11Q (93206.800000 sec): 3 clusters
  Score: Raw -226336.817313 + Penalty 2574.616984 = -223762.200329
  nChanged 75
		SP:Iteration 12Q (93206.850000 sec): 3 clusters
  Score: Raw -226405.194125 + Penalty 2574.616984 = -223830.577142
  nChanged 76
		SP:Iteration 13Q (93206.900000 sec): 3 clusters
  Score: Raw -226474.846529 + Penalty 2574.616984 = -223900.229546
  nChanged 72
		SP:Iteration 14Q (93206.950000 sec): 3 clusters
  Score: Raw -226551.786698 + Penalty 2574.616984 = -223977.169715
  nChanged 79
		SP:Iteration 15Q (93207.000000 sec): 3 clusters
  Score: Raw -226625.454715 + Penalty 2574.616984 = -224050.837731
  nChanged 78
		SP:Iteration 16Q (93207.060000 sec): 3 clusters
  Score: Raw -226697.766588 + Penalty 2574.616984 = -224123.149605
  nChanged 71
		SP:Iteration 17Q (93207.100000 sec): 3 clusters
  Score: Raw -226750.443484 + Penalty 2574.616984 = -224175.826501
  nChanged 49
		SP:Iteration 18Q (93207.160000 sec): 3 clusters
  Score: Raw -226785.071037 + Penalty 2574.616984 = -224210.454053
  nChanged 48
		SP:Iteration 19Q (93207.200000 sec): 3 clusters
  Score: Raw -226820.940146 + Penalty 2574.616984 = -224246.323163
  nChanged 35
		SP:Iteration 20F (93207.260000 sec): 3 clusters
  Score: Raw -226843.246256 + Penalty 2574.616984 = -224268.629272
  nChanged 27
		SP:Iteration 21Q (93207.300000 sec): 3 clusters
  Score: Raw -226857.144955 + Penalty 2574.616984 = -224282.527972
  nChanged 23
		SP:Iteration 22Q (93207.360000 sec): 3 clusters
  Score: Raw -226870.173848 + Penalty 2574.616984 = -224295.556864
  nChanged 22
		SP:Iteration 23Q (93207.400000 sec): 3 clusters
  Score: Raw -226882.868024 + Penalty 2574.616984 = -224308.251040
  nChanged 24
		SP:Iteration 24Q (93207.450000 sec): 3 clusters
  Score: Raw -226894.694467 + Penalty 2574.616984 = -224320.077483
  nChanged 14
		SP:Iteration 25Q (93207.500000 sec): 3 clusters
  Score: Raw -226900.561610 + Penalty 2574.616984 = -224325.944626
  nChanged 18
		SP:Iteration 26Q (93207.550000 sec): 3 clusters
  Score: Raw -226909.715430 + Penalty 2574.616984 = -224335.098447
  nChanged 16
		SP:Iteration 27Q (93207.600000 sec): 3 clusters
  Score: Raw -226916.626907 + Penalty 2574.616984 = -224342.009923
  nChanged 12
		SP:Iteration 28Q (93207.650000 sec): 3 clusters
  Score: Raw -226921.039280 + Penalty 2574.616984 = -224346.422296
  nChanged 10
		SP:Iteration 29Q (93207.700000 sec): 3 clusters
  Score: Raw -226926.004387 + Penalty 2574.616984 = -224351.387404
  nChanged 4
		SP:Iteration 30Q (93207.750000 sec): 3 clusters
  Score: Raw -226927.290776 + Penalty 2574.616984 = -224352.673793
  nChanged 7
		SP:Iteration 31Q (93207.800000 sec): 3 clusters
  Score: Raw -226929.879959 + Penalty 2574.616984 = -224355.262975
  nChanged 1
		SP:Iteration 32Q (93207.850000 sec): 3 clusters
  Score: Raw -226930.038540 + Penalty 2574.616984 = -224355.421556
  nChanged 1
		SP:Iteration 33Q (93207.900000 sec): 3 clusters
  Score: Raw -226930.198139 + Penalty 2574.616984 = -224355.581156
  nChanged 0
		SP:Iteration 34F (93207.950000 sec): 3 clusters
  Score: Raw -226930.198139 + Penalty 2574.616984 = -224355.581156
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 102 (1905 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (93208.010000 sec): 2 clusters
  Score: Raw -167387.163980 + Penalty 1227.238559 = -166159.925421
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (93208.050000 sec): 3 clusters
  Score: Raw -166566.544350 + Penalty 2454.477118 = -164112.067231
  nChanged 656
		SP:Iteration 1F (93208.080000 sec): 3 clusters
  Score: Raw -166981.110636 + Penalty 2454.477118 = -164526.633518
  nChanged 136
		SP:Iteration 2F (93208.120000 sec): 3 clusters
  Score: Raw -167069.233637 + Penalty 2454.477118 = -164614.756519
  nChanged 83
		SP:Iteration 3Q (93208.160000 sec): 3 clusters
  Score: Raw -167126.286691 + Penalty 2454.477118 = -164671.809572
  nChanged 60
		SP:Iteration 4Q (93208.200000 sec): 3 clusters
  Score: Raw -167164.039727 + Penalty 2454.477118 = -164709.562609
  nChanged 42
		SP:Iteration 5Q (93208.230000 sec): 3 clusters
  Score: Raw -167189.454343 + Penalty 2454.477118 = -164734.977225
  nChanged 30
		SP:Iteration 6Q (93208.270000 sec): 3 clusters
  Score: Raw -167209.708334 + Penalty 2454.477118 = -164755.231215
  nChanged 28
		SP:Iteration 7Q (93208.300000 sec): 3 clusters
  Score: Raw -167226.609135 + Penalty 2454.477118 = -164772.132016
  nChanged 26
		SP:Iteration 8Q (93208.340000 sec): 3 clusters
  Score: Raw -167242.261590 + Penalty 2454.477118 = -164787.784472
  nChanged 31
		SP:Iteration 9Q (93208.380000 sec): 3 clusters
  Score: Raw -167260.577748 + Penalty 2454.477118 = -164806.100630
  nChanged 26
		SP:Iteration 10Q (93208.410000 sec): 3 clusters
  Score: Raw -167280.077511 + Penalty 2454.477118 = -164825.600392
  nChanged 39
		SP:Iteration 11Q (93208.450000 sec): 3 clusters
  Score: Raw -167301.671918 + Penalty 2454.477118 = -164847.194799
  nChanged 30
		SP:Iteration 12Q (93208.490000 sec): 3 clusters
  Score: Raw -167318.568438 + Penalty 2454.477118 = -164864.091320
  nChanged 26
		SP:Iteration 13Q (93208.520000 sec): 3 clusters
  Score: Raw -167331.152932 + Penalty 2454.477118 = -164876.675813
  nChanged 16
		SP:Iteration 14Q (93208.560000 sec): 3 clusters
  Score: Raw -167340.254974 + Penalty 2454.477118 = -164885.777856
  nChanged 13
		SP:Iteration 15Q (93208.600000 sec): 3 clusters
  Score: Raw -167346.388098 + Penalty 2454.477118 = -164891.910980
  nChanged 13
		SP:Iteration 16Q (93208.630000 sec): 3 clusters
  Score: Raw -167354.145543 + Penalty 2454.477118 = -164899.668424
  nChanged 20
		SP:Iteration 17Q (93208.670000 sec): 3 clusters
  Score: Raw -167367.258934 + Penalty 2454.477118 = -164912.781816
  nChanged 16
		SP:Iteration 18Q (93208.700000 sec): 3 clusters
  Score: Raw -167373.439143 + Penalty 2454.477118 = -164918.962024
  nChanged 12
		SP:Iteration 19Q (93208.740000 sec): 3 clusters
  Score: Raw -167379.274713 + Penalty 2454.477118 = -164924.797595
  nChanged 11
		SP:Iteration 20F (93208.780000 sec): 3 clusters
  Score: Raw -167385.701194 + Penalty 2454.477118 = -164931.224076
  nChanged 10
		SP:Iteration 21Q (93208.820000 sec): 3 clusters
  Score: Raw -167391.840499 + Penalty 2454.477118 = -164937.363381
  nChanged 12
		SP:Iteration 22Q (93208.850000 sec): 3 clusters
  Score: Raw -167397.327355 + Penalty 2454.477118 = -164942.850237
  nChanged 7
		SP:Iteration 23Q (93208.890000 sec): 3 clusters
  Score: Raw -167401.716498 + Penalty 2454.477118 = -164947.239379
  nChanged 7
		SP:Iteration 24Q (93208.920000 sec): 3 clusters
  Score: Raw -167408.140980 + Penalty 2454.477118 = -164953.663862
  nChanged 6
		SP:Iteration 25Q (93208.960000 sec): 3 clusters
  Score: Raw -167412.575843 + Penalty 2454.477118 = -164958.098725
  nChanged 7
		SP:Iteration 26Q (93209.000000 sec): 3 clusters
  Score: Raw -167416.439756 + Penalty 2454.477118 = -164961.962637
  nChanged 5
		SP:Iteration 27Q (93209.030000 sec): 3 clusters
  Score: Raw -167419.179639 + Penalty 2454.477118 = -164964.702521
  nChanged 5
		SP:Iteration 28Q (93209.070000 sec): 3 clusters
  Score: Raw -167422.148297 + Penalty 2454.477118 = -164967.671179
  nChanged 8
		SP:Iteration 29Q (93209.110000 sec): 3 clusters
  Score: Raw -167425.734596 + Penalty 2454.477118 = -164971.257477
  nChanged 7
		SP:Iteration 30Q (93209.140000 sec): 3 clusters
  Score: Raw -167430.122329 + Penalty 2454.477118 = -164975.645210
  nChanged 6
		SP:Iteration 31Q (93209.180000 sec): 3 clusters
  Score: Raw -167432.766968 + Penalty 2454.477118 = -164978.289849
  nChanged 5
		SP:Iteration 32Q (93209.220000 sec): 3 clusters
  Score: Raw -167435.679390 + Penalty 2454.477118 = -164981.202272
  nChanged 5
		SP:Iteration 33Q (93209.250000 sec): 3 clusters
  Score: Raw -167438.849315 + Penalty 2454.477118 = -164984.372197
  nChanged 3
		SP:Iteration 34Q (93209.290000 sec): 3 clusters
  Score: Raw -167440.101566 + Penalty 2454.477118 = -164985.624447
  nChanged 6
		SP:Iteration 35Q (93209.320000 sec): 3 clusters
  Score: Raw -167443.121037 + Penalty 2454.477118 = -164988.643918
  nChanged 8
		SP:Iteration 36Q (93209.360000 sec): 3 clusters
  Score: Raw -167448.745174 + Penalty 2454.477118 = -164994.268055
  nChanged 12
		SP:Iteration 37Q (93209.400000 sec): 3 clusters
  Score: Raw -167458.558059 + Penalty 2454.477118 = -165004.080941
  nChanged 11
		SP:Iteration 38Q (93209.430000 sec): 3 clusters
  Score: Raw -167463.888922 + Penalty 2454.477118 = -165009.411803
  nChanged 8
		SP:Iteration 39Q (93209.470000 sec): 3 clusters
  Score: Raw -167471.326532 + Penalty 2454.477118 = -165016.849413
  nChanged 10
		SP:Iteration 40F (93209.500000 sec): 3 clusters
  Score: Raw -167475.991270 + Penalty 2454.477118 = -165021.514152
  nChanged 6
		SP:Iteration 41Q (93209.540000 sec): 3 clusters
  Score: Raw -167480.873220 + Penalty 2454.477118 = -165026.396102
  nChanged 4
		SP:Iteration 42Q (93209.580000 sec): 3 clusters
  Score: Raw -167483.142080 + Penalty 2454.477118 = -165028.664961
  nChanged 2
		SP:Iteration 43Q (93209.610000 sec): 3 clusters
  Score: Raw -167484.079229 + Penalty 2454.477118 = -165029.602110
  nChanged 1
		SP:Iteration 44Q (93209.650000 sec): 3 clusters
  Score: Raw -167484.333190 + Penalty 2454.477118 = -165029.856071
  nChanged 0
		SP:Iteration 45F (93209.680000 sec): 3 clusters
  Score: Raw -167484.333190 + Penalty 2454.477118 = -165029.856071
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 103 (481 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (93209.720000 sec): 2 clusters
  Score: Raw -42795.754333 + Penalty 1003.578431 = -41792.175901
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (93209.730000 sec): 3 clusters
  Score: Raw -42750.003526 + Penalty 2007.156863 = -40742.846663
  nChanged 109
		SP:Iteration 1F (93209.740000 sec): 3 clusters
  Score: Raw -42917.377170 + Penalty 2007.156863 = -40910.220307
  nChanged 26
		SP:Iteration 2F (93209.750000 sec): 3 clusters
  Score: Raw -42981.905902 + Penalty 2007.156863 = -40974.749040
  nChanged 15
		SP:Iteration 3Q (93209.760000 sec): 3 clusters
  Score: Raw -43122.969457 + Penalty 2007.156863 = -41115.812594
  nChanged 23
		SP:Iteration 4Q (93209.770000 sec): 3 clusters
  Score: Raw -43321.783330 + Penalty 2007.156863 = -41314.626467
  nChanged 36
		SP:Iteration 5F (93209.780000 sec): 3 clusters
  Score: Raw -43397.305518 + Penalty 2007.156863 = -41390.148656
  nChanged 19
		SP:Iteration 6Q (93209.790000 sec): 3 clusters
  Score: Raw -43430.231191 + Penalty 2007.156863 = -41423.074329
  nChanged 10
		SP:Iteration 7Q (93209.800000 sec): 3 clusters
  Score: Raw -43447.612833 + Penalty 2007.156863 = -41440.455971
  nChanged 8
		SP:Iteration 8Q (93209.810000 sec): 3 clusters
  Score: Raw -43461.602982 + Penalty 2007.156863 = -41454.446119
  nChanged 2
		SP:Iteration 9Q (93209.820000 sec): 3 clusters
  Score: Raw -43464.626089 + Penalty 2007.156863 = -41457.469226
  nChanged 4
		SP:Iteration 10Q (93209.830000 sec): 3 clusters
  Score: Raw -43471.199112 + Penalty 2007.156863 = -41464.042249
  nChanged 3
		SP:Iteration 11Q (93209.840000 sec): 3 clusters
  Score: Raw -43474.621053 + Penalty 2007.156863 = -41467.464190
  nChanged 0
		SP:Iteration 12F (93209.850000 sec): 3 clusters
  Score: Raw -43474.621053 + Penalty 2007.156863 = -41467.464190
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 104 (3566 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (93209.920000 sec): 2 clusters
  Score: Raw -307884.847676 + Penalty 1329.119967 = -306555.727709
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (93210.000000 sec): 3 clusters
  Score: Raw -306120.095546 + Penalty 2658.239934 = -303461.855612
  nChanged 1400
		SP:Iteration 1F (93210.060000 sec): 3 clusters
  Score: Raw -306890.169788 + Penalty 2658.239934 = -304231.929853
  nChanged 240
		SP:Iteration 2F (93210.130000 sec): 3 clusters
  Score: Raw -307037.734238 + Penalty 2658.239934 = -304379.494304
  nChanged 180
		SP:Iteration 3F (93210.200000 sec): 3 clusters
  Score: Raw -307127.619215 + Penalty 2658.239934 = -304469.379280
  nChanged 126
		SP:Iteration 4Q (93210.270000 sec): 3 clusters
  Score: Raw -307186.030596 + Penalty 2658.239934 = -304527.790661
  nChanged 93
		SP:Iteration 5Q (93210.340000 sec): 3 clusters
  Score: Raw -307219.972935 + Penalty 2658.239934 = -304561.733000
  nChanged 65
		SP:Iteration 6Q (93210.400000 sec): 3 clusters
  Score: Raw -307250.767388 + Penalty 2658.239934 = -304592.527454
  nChanged 77
		SP:Iteration 7Q (93210.470000 sec): 3 clusters
  Score: Raw -307288.438875 + Penalty 2658.239934 = -304630.198940
  nChanged 68
		SP:Iteration 8Q (93210.540000 sec): 3 clusters
  Score: Raw -307318.390414 + Penalty 2658.239934 = -304660.150479
  nChanged 67
		SP:Iteration 9Q (93210.610000 sec): 3 clusters
  Score: Raw -307346.183725 + Penalty 2658.239934 = -304687.943791
  nChanged 69
		SP:Iteration 10Q (93210.680000 sec): 3 clusters
  Score: Raw -307374.019290 + Penalty 2658.239934 = -304715.779355
  nChanged 71
		SP:Iteration 11Q (93210.740000 sec): 3 clusters
  Score: Raw -307406.884819 + Penalty 2658.239934 = -304748.644885
  nChanged 74
		SP:Iteration 12Q (93210.810000 sec): 3 clusters
  Score: Raw -307439.384369 + Penalty 2658.239934 = -304781.144434
  nChanged 80
		SP:Iteration 13Q (93210.880000 sec): 3 clusters
  Score: Raw -307478.930997 + Penalty 2658.239934 = -304820.691063
  nChanged 84
		SP:Iteration 14Q (93210.950000 sec): 3 clusters
  Score: Raw -307535.302326 + Penalty 2658.239934 = -304877.062392
  nChanged 105
		SP:Iteration 15Q (93211.020000 sec): 3 clusters
  Score: Raw -307600.310661 + Penalty 2658.239934 = -304942.070727
  nChanged 102
		SP:Iteration 16Q (93211.080000 sec): 3 clusters
  Score: Raw -307664.324880 + Penalty 2658.239934 = -305006.084945
  nChanged 82
		SP:Iteration 17Q (93211.150000 sec): 3 clusters
  Score: Raw -307719.002502 + Penalty 2658.239934 = -305060.762567
  nChanged 81
		SP:Iteration 18Q (93211.220000 sec): 3 clusters
  Score: Raw -307778.274949 + Penalty 2658.239934 = -305120.035015
  nChanged 67
		SP:Iteration 19Q (93211.290000 sec): 3 clusters
  Score: Raw -307823.659914 + Penalty 2658.239934 = -305165.419979
  nChanged 67
		SP:Iteration 20F (93211.360000 sec): 3 clusters
  Score: Raw -307873.358843 + Penalty 2658.239934 = -305215.118908
  nChanged 58
		SP:Iteration 21Q (93211.420000 sec): 3 clusters
  Score: Raw -307924.679202 + Penalty 2658.239934 = -305266.439268
  nChanged 53
		SP:Iteration 22Q (93211.480000 sec): 3 clusters
  Score: Raw -307968.376724 + Penalty 2658.239934 = -305310.136790
  nChanged 32
		SP:Iteration 23Q (93211.550000 sec): 3 clusters
  Score: Raw -307985.340928 + Penalty 2658.239934 = -305327.100993
  nChanged 15
		SP:Iteration 24Q (93211.620000 sec): 3 clusters
  Score: Raw -307994.610426 + Penalty 2658.239934 = -305336.370491
  nChanged 14
		SP:Iteration 25Q (93211.680000 sec): 3 clusters
  Score: Raw -308004.578492 + Penalty 2658.239934 = -305346.338557
  nChanged 13
		SP:Iteration 26Q (93211.740000 sec): 3 clusters
  Score: Raw -308013.994457 + Penalty 2658.239934 = -305355.754523
  nChanged 11
		SP:Iteration 27Q (93211.810000 sec): 3 clusters
  Score: Raw -308021.796519 + Penalty 2658.239934 = -305363.556585
  nChanged 4
		SP:Iteration 28Q (93211.880000 sec): 3 clusters
  Score: Raw -308024.054612 + Penalty 2658.239934 = -305365.814677
  nChanged 3
		SP:Iteration 29Q (93211.940000 sec): 3 clusters
  Score: Raw -308025.815797 + Penalty 2658.239934 = -305367.575863
  nChanged 4
		SP:Iteration 30Q (93212.010000 sec): 3 clusters
  Score: Raw -308029.126249 + Penalty 2658.239934 = -305370.886314
  nChanged 4
		SP:Iteration 31Q (93212.080000 sec): 3 clusters
  Score: Raw -308032.007006 + Penalty 2658.239934 = -305373.767072
  nChanged 2
		SP:Iteration 32Q (93212.140000 sec): 3 clusters
  Score: Raw -308032.660302 + Penalty 2658.239934 = -305374.420367
  nChanged 0
		SP:Iteration 33F (93212.210000 sec): 3 clusters
  Score: Raw -308032.660302 + Penalty 2658.239934 = -305374.420367
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 105 (869 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (93212.260000 sec): 2 clusters
  Score: Raw -78390.589127 + Penalty 1099.693258 = -77290.895869
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (93212.280000 sec): 3 clusters
  Score: Raw -78143.845254 + Penalty 2199.386516 = -75944.458738
  nChanged 246
		SP:Iteration 1F (93212.290000 sec): 3 clusters
  Score: Raw -78341.958858 + Penalty 2199.386516 = -76142.572342
  nChanged 54
		SP:Iteration 2F (93212.310000 sec): 3 clusters
  Score: Raw -78401.298284 + Penalty 2199.386516 = -76201.911768
  nChanged 32
		SP:Iteration 3Q (93212.330000 sec): 3 clusters
  Score: Raw -78443.249268 + Penalty 2199.386516 = -76243.862752
  nChanged 18
		SP:Iteration 4Q (93212.340000 sec): 3 clusters
  Score: Raw -78464.150312 + Penalty 2199.386516 = -76264.763797
  nChanged 15
		SP:Iteration 5Q (93212.360000 sec): 3 clusters
  Score: Raw -78475.656707 + Penalty 2199.386516 = -76276.270191
  nChanged 8
		SP:Iteration 6Q (93212.380000 sec): 3 clusters
  Score: Raw -78486.509251 + Penalty 2199.386516 = -76287.122735
  nChanged 9
		SP:Iteration 7Q (93212.400000 sec): 3 clusters
  Score: Raw -78497.120339 + Penalty 2199.386516 = -76297.733824
  nChanged 8
		SP:Iteration 8Q (93212.410000 sec): 3 clusters
  Score: Raw -78507.211286 + Penalty 2199.386516 = -76307.824770
  nChanged 9
		SP:Iteration 9Q (93212.430000 sec): 3 clusters
  Score: Raw -78515.909221 + Penalty 2199.386516 = -76316.522705
  nChanged 5
		SP:Iteration 10Q (93212.450000 sec): 3 clusters
  Score: Raw -78520.338128 + Penalty 2199.386516 = -76320.951612
  nChanged 4
		SP:Iteration 11Q (93212.460000 sec): 3 clusters
  Score: Raw -78524.127447 + Penalty 2199.386516 = -76324.740932
  nChanged 3
		SP:Iteration 12Q (93212.480000 sec): 3 clusters
  Score: Raw -78525.965425 + Penalty 2199.386516 = -76326.578910
  nChanged 0
		SP:Iteration 13F (93212.500000 sec): 3 clusters
  Score: Raw -78525.965425 + Penalty 2199.386516 = -76326.578910
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 106 (3444 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (93212.570000 sec): 2 clusters
  Score: Raw -288726.329388 + Penalty 1323.463191 = -287402.866197
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (93212.640000 sec): 3 clusters
  Score: Raw -287074.599494 + Penalty 2646.926381 = -284427.673112
  nChanged 1323
		SP:Iteration 1F (93212.700000 sec): 3 clusters
  Score: Raw -287807.702657 + Penalty 2646.926381 = -285160.776276
  nChanged 267
		SP:Iteration 2F (93212.770000 sec): 3 clusters
  Score: Raw -287981.566218 + Penalty 2646.926381 = -285334.639837
  nChanged 204
		SP:Iteration 3F (93212.830000 sec): 3 clusters
  Score: Raw -288136.481997 + Penalty 2646.926381 = -285489.555615
  nChanged 177
		SP:Iteration 4F (93212.900000 sec): 3 clusters
  Score: Raw -288270.693307 + Penalty 2646.926381 = -285623.766925
  nChanged 146
		SP:Iteration 5Q (93212.960000 sec): 3 clusters
  Score: Raw -288396.185632 + Penalty 2646.926381 = -285749.259250
  nChanged 159
		SP:Iteration 6Q (93213.030000 sec): 3 clusters
  Score: Raw -288531.278822 + Penalty 2646.926381 = -285884.352441
  nChanged 143
		SP:Iteration 7Q (93213.090000 sec): 3 clusters
  Score: Raw -288648.216908 + Penalty 2646.926381 = -286001.290527
  nChanged 118
		SP:Iteration 8Q (93213.160000 sec): 3 clusters
  Score: Raw -288760.626579 + Penalty 2646.926381 = -286113.700198
  nChanged 105
		SP:Iteration 9Q (93213.220000 sec): 3 clusters
  Score: Raw -288853.770520 + Penalty 2646.926381 = -286206.844139
  nChanged 92
		SP:Iteration 10Q (93213.280000 sec): 3 clusters
  Score: Raw -288938.517748 + Penalty 2646.926381 = -286291.591367
  nChanged 92
		SP:Iteration 11Q (93213.340000 sec): 3 clusters
  Score: Raw -289021.472818 + Penalty 2646.926381 = -286374.546437
  nChanged 80
		SP:Iteration 12Q (93213.410000 sec): 3 clusters
  Score: Raw -289100.096369 + Penalty 2646.926381 = -286453.169988
  nChanged 89
		SP:Iteration 13Q (93213.470000 sec): 3 clusters
  Score: Raw -289181.611841 + Penalty 2646.926381 = -286534.685460
  nChanged 88
		SP:Iteration 14Q (93213.530000 sec): 3 clusters
  Score: Raw -289252.705476 + Penalty 2646.926381 = -286605.779094
  nChanged 79
		SP:Iteration 15Q (93213.600000 sec): 3 clusters
  Score: Raw -289306.161263 + Penalty 2646.926381 = -286659.234881
  nChanged 72
		SP:Iteration 16Q (93213.660000 sec): 3 clusters
  Score: Raw -289351.601576 + Penalty 2646.926381 = -286704.675195
  nChanged 62
		SP:Iteration 17Q (93213.720000 sec): 3 clusters
  Score: Raw -289389.215004 + Penalty 2646.926381 = -286742.288623
  nChanged 60
		SP:Iteration 18Q (93213.780000 sec): 3 clusters
  Score: Raw -289425.196940 + Penalty 2646.926381 = -286778.270559
  nChanged 60
		SP:Iteration 19Q (93213.840000 sec): 3 clusters
  Score: Raw -289462.600514 + Penalty 2646.926381 = -286815.674133
  nChanged 52
		SP:Iteration 20F (93213.900000 sec): 3 clusters
  Score: Raw -289498.176441 + Penalty 2646.926381 = -286851.250060
  nChanged 45
		SP:Iteration 21Q (93213.970000 sec): 3 clusters
  Score: Raw -289525.423859 + Penalty 2646.926381 = -286878.497477
  nChanged 44
		SP:Iteration 22Q (93214.030000 sec): 3 clusters
  Score: Raw -289550.125857 + Penalty 2646.926381 = -286903.199476
  nChanged 43
		SP:Iteration 23Q (93214.090000 sec): 3 clusters
  Score: Raw -289573.264011 + Penalty 2646.926381 = -286926.337629
  nChanged 49
		SP:Iteration 24Q (93214.150000 sec): 3 clusters
  Score: Raw -289606.309701 + Penalty 2646.926381 = -286959.383320
  nChanged 56
		SP:Iteration 25Q (93214.210000 sec): 3 clusters
  Score: Raw -289657.274048 + Penalty 2646.926381 = -287010.347666
  nChanged 70
		SP:Iteration 26Q (93214.270000 sec): 3 clusters
  Score: Raw -289743.357419 + Penalty 2646.926381 = -287096.431038
  nChanged 83
		SP:Iteration 27Q (93214.340000 sec): 3 clusters
  Score: Raw -289899.813166 + Penalty 2646.926381 = -287252.886785
  nChanged 83
		SP:Iteration 28Q (93214.400000 sec): 3 clusters
  Score: Raw -290113.497069 + Penalty 2646.926381 = -287466.570688
  nChanged 60
		SP:Iteration 29Q (93214.460000 sec): 3 clusters
  Score: Raw -290246.546776 + Penalty 2646.926381 = -287599.620394
  nChanged 41
		SP:Iteration 30Q (93214.510000 sec): 3 clusters
  Score: Raw -290409.701421 + Penalty 2646.926381 = -287762.775040
  nChanged 35
		SP:Iteration 31Q (93214.570000 sec): 3 clusters
  Score: Raw -290566.872829 + Penalty 2646.926381 = -287919.946448
  nChanged 14
		SP:Iteration 32Q (93214.630000 sec): 3 clusters
  Score: Raw -290588.598215 + Penalty 2646.926381 = -287941.671833
  nChanged 5
		SP:Iteration 33Q (93214.690000 sec): 3 clusters
  Score: Raw -290591.498279 + Penalty 2646.926381 = -287944.571897
  nChanged 3
		SP:Iteration 34Q (93214.740000 sec): 3 clusters
  Score: Raw -290593.692393 + Penalty 2646.926381 = -287946.766012
  nChanged 3
		SP:Iteration 35Q (93214.800000 sec): 3 clusters
  Score: Raw -290594.768619 + Penalty 2646.926381 = -287947.842238
  nChanged 1
		SP:Iteration 36Q (93214.860000 sec): 3 clusters
  Score: Raw -290595.435028 + Penalty 2646.926381 = -287948.508647
  nChanged 0
		SP:Iteration 37F (93214.930000 sec): 3 clusters
  Score: Raw -290595.435028 + Penalty 2646.926381 = -287948.508647
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 113.
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 107 (1942 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (93214.990000 sec): 2 clusters
  Score: Raw -161534.664002 + Penalty 1230.364468 = -160304.299534
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (93215.030000 sec): 3 clusters
  Score: Raw -160702.140664 + Penalty 2460.728936 = -158241.411728
  nChanged 689
		SP:Iteration 1F (93215.070000 sec): 3 clusters
  Score: Raw -161182.416634 + Penalty 2460.728936 = -158721.687698
  nChanged 154
		SP:Iteration 2F (93215.110000 sec): 3 clusters
  Score: Raw -161321.363927 + Penalty 2460.728936 = -158860.634991
  nChanged 106
		SP:Iteration 3F (93215.140000 sec): 3 clusters
  Score: Raw -161415.668747 + Penalty 2460.728936 = -158954.939812
  nChanged 82
		SP:Iteration 4Q (93215.180000 sec): 3 clusters
  Score: Raw -161502.197230 + Penalty 2460.728936 = -159041.468294
  nChanged 77
		SP:Iteration 5Q (93215.220000 sec): 3 clusters
  Score: Raw -161568.044548 + Penalty 2460.728936 = -159107.315613
  nChanged 62
		SP:Iteration 6Q (93215.260000 sec): 3 clusters
  Score: Raw -161615.246775 + Penalty 2460.728936 = -159154.517839
  nChanged 54
		SP:Iteration 7Q (93215.300000 sec): 3 clusters
  Score: Raw -161656.171580 + Penalty 2460.728936 = -159195.442645
  nChanged 48
		SP:Iteration 8Q (93215.330000 sec): 3 clusters
  Score: Raw -161693.830349 + Penalty 2460.728936 = -159233.101413
  nChanged 35
		SP:Iteration 9Q (93215.370000 sec): 3 clusters
  Score: Raw -161719.618946 + Penalty 2460.728936 = -159258.890010
  nChanged 24
		SP:Iteration 10Q (93215.400000 sec): 3 clusters
  Score: Raw -161735.217977 + Penalty 2460.728936 = -159274.489041
  nChanged 18
		SP:Iteration 11Q (93215.440000 sec): 3 clusters
  Score: Raw -161745.809854 + Penalty 2460.728936 = -159285.080919
  nChanged 12
		SP:Iteration 12Q (93215.480000 sec): 3 clusters
  Score: Raw -161758.018392 + Penalty 2460.728936 = -159297.289456
  nChanged 16
		SP:Iteration 13Q (93215.520000 sec): 3 clusters
  Score: Raw -161767.989954 + Penalty 2460.728936 = -159307.261018
  nChanged 11
		SP:Iteration 14Q (93215.550000 sec): 3 clusters
  Score: Raw -161775.983102 + Penalty 2460.728936 = -159315.254166
  nChanged 10
		SP:Iteration 15Q (93215.590000 sec): 3 clusters
  Score: Raw -161780.696774 + Penalty 2460.728936 = -159319.967838
  nChanged 6
		SP:Iteration 16Q (93215.620000 sec): 3 clusters
  Score: Raw -161783.782228 + Penalty 2460.728936 = -159323.053293
  nChanged 5
		SP:Iteration 17Q (93215.660000 sec): 3 clusters
  Score: Raw -161786.649686 + Penalty 2460.728936 = -159325.920750
  nChanged 3
		SP:Iteration 18Q (93215.700000 sec): 3 clusters
  Score: Raw -161788.468342 + Penalty 2460.728936 = -159327.739406
  nChanged 1
		SP:Iteration 19Q (93215.740000 sec): 3 clusters
  Score: Raw -161789.273245 + Penalty 2460.728936 = -159328.544309
  nChanged 1
		SP:Iteration 20F (93215.770000 sec): 3 clusters
  Score: Raw -161790.044985 + Penalty 2460.728936 = -159329.316049
  nChanged 2
		SP:Iteration 21Q (93215.810000 sec): 3 clusters
  Score: Raw -161790.584905 + Penalty 2460.728936 = -159329.855969
  nChanged 2
		SP:Iteration 22Q (93215.850000 sec): 3 clusters
  Score: Raw -161791.154851 + Penalty 2460.728936 = -159330.425915
  nChanged 3
		SP:Iteration 23Q (93215.880000 sec): 3 clusters
  Score: Raw -161792.227213 + Penalty 2460.728936 = -159331.498277
  nChanged 0
		SP:Iteration 24F (93215.920000 sec): 3 clusters
  Score: Raw -161792.227213 + Penalty 2460.728936 = -159331.498277
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 108 (5250 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (93216.000000 sec): 2 clusters
  Score: Raw -451354.649029 + Penalty 1391.972295 = -449962.676734
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (93216.110000 sec): 3 clusters
  Score: Raw -448616.548981 + Penalty 2783.944591 = -445832.604391
  nChanged 2146
		SP:Iteration 1F (93216.210000 sec): 3 clusters
  Score: Raw -449830.179920 + Penalty 2783.944591 = -447046.235329
  nChanged 387
		SP:Iteration 2F (93216.300000 sec): 3 clusters
  Score: Raw -450029.635006 + Penalty 2783.944591 = -447245.690416
  nChanged 276
		SP:Iteration 3F (93216.400000 sec): 3 clusters
  Score: Raw -450160.404264 + Penalty 2783.944591 = -447376.459673
  nChanged 204
		SP:Iteration 4Q (93216.500000 sec): 3 clusters
  Score: Raw -450249.968387 + Penalty 2783.944591 = -447466.023797
  nChanged 174
		SP:Iteration 5Q (93216.590000 sec): 3 clusters
  Score: Raw -450318.382572 + Penalty 2783.944591 = -447534.437982
  nChanged 143
		SP:Iteration 6Q (93216.690000 sec): 3 clusters
  Score: Raw -450373.583383 + Penalty 2783.944591 = -447589.638792
  nChanged 125
		SP:Iteration 7Q (93216.790000 sec): 3 clusters
  Score: Raw -450423.421663 + Penalty 2783.944591 = -447639.477072
  nChanged 117
		SP:Iteration 8Q (93216.890000 sec): 3 clusters
  Score: Raw -450472.412679 + Penalty 2783.944591 = -447688.468089
  nChanged 123
		SP:Iteration 9Q (93216.990000 sec): 3 clusters
  Score: Raw -450523.276059 + Penalty 2783.944591 = -447739.331468
  nChanged 137
		SP:Iteration 10Q (93217.080000 sec): 3 clusters
  Score: Raw -450591.539147 + Penalty 2783.944591 = -447807.594556
  nChanged 146
		SP:Iteration 11Q (93217.180000 sec): 3 clusters
  Score: Raw -450665.404393 + Penalty 2783.944591 = -447881.459803
  nChanged 131
		SP:Iteration 12Q (93217.280000 sec): 3 clusters
  Score: Raw -450742.847992 + Penalty 2783.944591 = -447958.903401
  nChanged 165
		SP:Iteration 13Q (93217.380000 sec): 3 clusters
  Score: Raw -450852.215046 + Penalty 2783.944591 = -448068.270456
  nChanged 174
		SP:Iteration 14Q (93217.480000 sec): 3 clusters
  Score: Raw -450969.083440 + Penalty 2783.944591 = -448185.138850
  nChanged 159
		SP:Iteration 15Q (93217.570000 sec): 3 clusters
  Score: Raw -451074.867276 + Penalty 2783.944591 = -448290.922686
  nChanged 157
		SP:Iteration 16Q (93217.670000 sec): 3 clusters
  Score: Raw -451172.126429 + Penalty 2783.944591 = -448388.181839
  nChanged 134
		SP:Iteration 17Q (93217.770000 sec): 3 clusters
  Score: Raw -451276.345804 + Penalty 2783.944591 = -448492.401214
  nChanged 128
		SP:Iteration 18Q (93217.860000 sec): 3 clusters
  Score: Raw -451364.153235 + Penalty 2783.944591 = -448580.208644
  nChanged 88
		SP:Iteration 19Q (93217.960000 sec): 3 clusters
  Score: Raw -451417.372817 + Penalty 2783.944591 = -448633.428226
  nChanged 71
		SP:Iteration 20F (93218.060000 sec): 3 clusters
  Score: Raw -451454.251566 + Penalty 2783.944591 = -448670.306976
  nChanged 44
		SP:Iteration 21Q (93218.150000 sec): 3 clusters
  Score: Raw -451475.671974 + Penalty 2783.944591 = -448691.727383
  nChanged 47
		SP:Iteration 22Q (93218.250000 sec): 3 clusters
  Score: Raw -451497.732928 + Penalty 2783.944591 = -448713.788338
  nChanged 32
		SP:Iteration 23Q (93218.340000 sec): 3 clusters
  Score: Raw -451511.778535 + Penalty 2783.944591 = -448727.833945
  nChanged 29
		SP:Iteration 24Q (93218.440000 sec): 3 clusters
  Score: Raw -451525.885766 + Penalty 2783.944591 = -448741.941176
  nChanged 26
		SP:Iteration 25Q (93218.530000 sec): 3 clusters
  Score: Raw -451538.481143 + Penalty 2783.944591 = -448754.536552
  nChanged 24
		SP:Iteration 26Q (93218.630000 sec): 3 clusters
  Score: Raw -451549.137937 + Penalty 2783.944591 = -448765.193347
  nChanged 25
		SP:Iteration 27Q (93218.720000 sec): 3 clusters
  Score: Raw -451557.615047 + Penalty 2783.944591 = -448773.670456
  nChanged 17
		SP:Iteration 28Q (93218.820000 sec): 3 clusters
  Score: Raw -451563.651473 + Penalty 2783.944591 = -448779.706883
  nChanged 13
		SP:Iteration 29Q (93218.910000 sec): 3 clusters
  Score: Raw -451569.216291 + Penalty 2783.944591 = -448785.271700
  nChanged 12
		SP:Iteration 30Q (93219.000000 sec): 3 clusters
  Score: Raw -451573.212274 + Penalty 2783.944591 = -448789.267684
  nChanged 8
		SP:Iteration 31Q (93219.100000 sec): 3 clusters
  Score: Raw -451575.614462 + Penalty 2783.944591 = -448791.669871
  nChanged 9
		SP:Iteration 32Q (93219.190000 sec): 3 clusters
  Score: Raw -451578.742400 + Penalty 2783.944591 = -448794.797809
  nChanged 6
		SP:Iteration 33Q (93219.290000 sec): 3 clusters
  Score: Raw -451581.425018 + Penalty 2783.944591 = -448797.480428
  nChanged 8
		SP:Iteration 34Q (93219.380000 sec): 3 clusters
  Score: Raw -451583.740378 + Penalty 2783.944591 = -448799.795787
  nChanged 3
		SP:Iteration 35Q (93219.480000 sec): 3 clusters
  Score: Raw -451584.618157 + Penalty 2783.944591 = -448800.673566
  nChanged 2
		SP:Iteration 36Q (93219.570000 sec): 3 clusters
  Score: Raw -451585.238338 + Penalty 2783.944591 = -448801.293748
  nChanged 1
		SP:Iteration 37Q (93219.660000 sec): 3 clusters
  Score: Raw -451585.424123 + Penalty 2783.944591 = -448801.479533
  nChanged 3
		SP:Iteration 38Q (93219.760000 sec): 3 clusters
  Score: Raw -451586.153195 + Penalty 2783.944591 = -448802.208605
  nChanged 4
		SP:Iteration 39Q (93219.850000 sec): 3 clusters
  Score: Raw -451587.490783 + Penalty 2783.944591 = -448803.546193
  nChanged 3
		SP:Iteration 40F (93219.950000 sec): 3 clusters
  Score: Raw -451589.268284 + Penalty 2783.944591 = -448805.323693
  nChanged 1
		SP:Iteration 41Q (93220.040000 sec): 3 clusters
  Score: Raw -451589.969022 + Penalty 2783.944591 = -448806.024432
  nChanged 1
		SP:Iteration 42Q (93220.140000 sec): 3 clusters
  Score: Raw -451590.275047 + Penalty 2783.944591 = -448806.330456
  nChanged 2
		SP:Iteration 43Q (93220.230000 sec): 3 clusters
  Score: Raw -451591.014459 + Penalty 2783.944591 = -448807.069868
  nChanged 2
		SP:Iteration 44Q (93220.320000 sec): 3 clusters
  Score: Raw -451592.267408 + Penalty 2783.944591 = -448808.322817
  nChanged 1
		SP:Iteration 45Q (93220.420000 sec): 3 clusters
  Score: Raw -451592.415787 + Penalty 2783.944591 = -448808.471197
  nChanged 1
		SP:Iteration 46Q (93220.510000 sec): 3 clusters
  Score: Raw -451592.471166 + Penalty 2783.944591 = -448808.526575
  nChanged 2
		SP:Iteration 47Q (93220.610000 sec): 3 clusters
  Score: Raw -451592.744291 + Penalty 2783.944591 = -448808.799700
  nChanged 2
		SP:Iteration 48Q (93220.700000 sec): 3 clusters
  Score: Raw -451592.992234 + Penalty 2783.944591 = -448809.047643
  nChanged 2
		SP:Iteration 49Q (93220.800000 sec): 3 clusters
  Score: Raw -451593.465358 + Penalty 2783.944591 = -448809.520767
  nChanged 1
		SP:Iteration 50Q (93220.890000 sec): 3 clusters
  Score: Raw -451593.702027 + Penalty 2783.944591 = -448809.757436
  nChanged 2
		SP:Iteration 51Q (93220.980000 sec): 3 clusters
  Score: Raw -451594.177533 + Penalty 2783.944591 = -448810.232942
  nChanged 1
		SP:Iteration 52Q (93221.080000 sec): 3 clusters
  Score: Raw -451594.490706 + Penalty 2783.944591 = -448810.546115
  nChanged 1
		SP:Iteration 53Q (93221.170000 sec): 3 clusters
  Score: Raw -451594.625975 + Penalty 2783.944591 = -448810.681384
  nChanged 0
		SP:Iteration 54F (93221.270000 sec): 3 clusters
  Score: Raw -451594.625975 + Penalty 2783.944591 = -448810.681384
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 109 (9058 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (93221.400000 sec): 2 clusters
  Score: Raw -872624.794952 + Penalty 1480.603089 = -871144.191863
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (93221.550000 sec): 3 clusters
  Score: Raw -867539.084784 + Penalty 2961.206178 = -864577.878607
  nChanged 3834
		SP:Iteration 1F (93221.680000 sec): 3 clusters
  Score: Raw -869517.342753 + Penalty 2961.206178 = -866556.136575
  nChanged 501
		SP:Iteration 2F (93221.820000 sec): 3 clusters
  Score: Raw -869703.019863 + Penalty 2961.206178 = -866741.813686
  nChanged 405
		SP:Iteration 3Q (93221.970000 sec): 3 clusters
  Score: Raw -869883.158817 + Penalty 2961.206178 = -866921.952639
  nChanged 396
		SP:Iteration 4Q (93222.120000 sec): 3 clusters
  Score: Raw -870062.972004 + Penalty 2961.206178 = -867101.765826
  nChanged 389
		SP:Iteration 5Q (93222.260000 sec): 3 clusters
  Score: Raw -870251.153354 + Penalty 2961.206178 = -867289.947176
  nChanged 339
		SP:Iteration 6Q (93222.400000 sec): 3 clusters
  Score: Raw -870411.510505 + Penalty 2961.206178 = -867450.304327
  nChanged 370
		SP:Iteration 7Q (93222.550000 sec): 3 clusters
  Score: Raw -870591.134215 + Penalty 2961.206178 = -867629.928038
  nChanged 378
		SP:Iteration 8Q (93222.700000 sec): 3 clusters
  Score: Raw -870763.558116 + Penalty 2961.206178 = -867802.351938
  nChanged 384
		SP:Iteration 9Q (93222.840000 sec): 3 clusters
  Score: Raw -870928.951380 + Penalty 2961.206178 = -867967.745203
  nChanged 369
		SP:Iteration 10Q (93222.980000 sec): 3 clusters
  Score: Raw -871104.216809 + Penalty 2961.206178 = -868143.010631
  nChanged 364
		SP:Iteration 11Q (93223.130000 sec): 3 clusters
  Score: Raw -871308.251744 + Penalty 2961.206178 = -868347.045566
  nChanged 397
		SP:Iteration 12Q (93223.280000 sec): 3 clusters
  Score: Raw -871563.529671 + Penalty 2961.206178 = -868602.323493
  nChanged 387
		SP:Iteration 13Q (93223.420000 sec): 3 clusters
  Score: Raw -871831.928277 + Penalty 2961.206178 = -868870.722099
  nChanged 355
		SP:Iteration 14Q (93223.560000 sec): 3 clusters
  Score: Raw -872102.687662 + Penalty 2961.206178 = -869141.481484
  nChanged 285
		SP:Iteration 15Q (93223.700000 sec): 3 clusters
  Score: Raw -872329.406971 + Penalty 2961.206178 = -869368.200793
  nChanged 234
		SP:Iteration 16Q (93223.850000 sec): 3 clusters
  Score: Raw -872523.329170 + Penalty 2961.206178 = -869562.122992
  nChanged 204
		SP:Iteration 17Q (93224.000000 sec): 3 clusters
  Score: Raw -872691.234088 + Penalty 2961.206178 = -869730.027910
  nChanged 174
		SP:Iteration 18Q (93224.140000 sec): 3 clusters
  Score: Raw -872820.509684 + Penalty 2961.206178 = -869859.303506
  nChanged 112
		SP:Iteration 19Q (93224.270000 sec): 3 clusters
  Score: Raw -872895.504921 + Penalty 2961.206178 = -869934.298744
  nChanged 100
		SP:Iteration 20F (93224.400000 sec): 3 clusters
  Score: Raw -872963.517772 + Penalty 2961.206178 = -870002.311594
  nChanged 88
		SP:Iteration 21Q (93224.530000 sec): 3 clusters
  Score: Raw -873023.483203 + Penalty 2961.206178 = -870062.277025
  nChanged 69
		SP:Iteration 22Q (93224.660000 sec): 3 clusters
  Score: Raw -873064.011752 + Penalty 2961.206178 = -870102.805575
  nChanged 69
		SP:Iteration 23Q (93224.800000 sec): 3 clusters
  Score: Raw -873111.759893 + Penalty 2961.206178 = -870150.553715
  nChanged 58
		SP:Iteration 24Q (93224.940000 sec): 3 clusters
  Score: Raw -873148.755572 + Penalty 2961.206178 = -870187.549394
  nChanged 48
		SP:Iteration 25Q (93225.070000 sec): 3 clusters
  Score: Raw -873169.010975 + Penalty 2961.206178 = -870207.804797
  nChanged 31
		SP:Iteration 26Q (93225.210000 sec): 3 clusters
  Score: Raw -873182.872447 + Penalty 2961.206178 = -870221.666270
  nChanged 23
		SP:Iteration 27Q (93225.330000 sec): 3 clusters
  Score: Raw -873190.977247 + Penalty 2961.206178 = -870229.771069
  nChanged 14
		SP:Iteration 28Q (93225.460000 sec): 3 clusters
  Score: Raw -873196.262209 + Penalty 2961.206178 = -870235.056032
  nChanged 17
		SP:Iteration 29Q (93225.590000 sec): 3 clusters
  Score: Raw -873202.387410 + Penalty 2961.206178 = -870241.181232
  nChanged 17
		SP:Iteration 30Q (93225.720000 sec): 3 clusters
  Score: Raw -873208.725588 + Penalty 2961.206178 = -870247.519410
  nChanged 12
		SP:Iteration 31Q (93225.860000 sec): 3 clusters
  Score: Raw -873213.498098 + Penalty 2961.206178 = -870252.291920
  nChanged 16
		SP:Iteration 32Q (93225.990000 sec): 3 clusters
  Score: Raw -873220.373629 + Penalty 2961.206178 = -870259.167452
  nChanged 11
		SP:Iteration 33Q (93226.130000 sec): 3 clusters
  Score: Raw -873224.476089 + Penalty 2961.206178 = -870263.269911
  nChanged 6
		SP:Iteration 34Q (93226.260000 sec): 3 clusters
  Score: Raw -873226.282871 + Penalty 2961.206178 = -870265.076694
  nChanged 6
		SP:Iteration 35Q (93226.390000 sec): 3 clusters
  Score: Raw -873228.209630 + Penalty 2961.206178 = -870267.003453
  nChanged 7
		SP:Iteration 36Q (93226.510000 sec): 3 clusters
  Score: Raw -873230.668307 + Penalty 2961.206178 = -870269.462129
  nChanged 5
		SP:Iteration 37Q (93226.640000 sec): 3 clusters
  Score: Raw -873233.217444 + Penalty 2961.206178 = -870272.011266
  nChanged 6
		SP:Iteration 38Q (93226.770000 sec): 3 clusters
  Score: Raw -873235.020533 + Penalty 2961.206178 = -870273.814355
  nChanged 2
		SP:Iteration 39Q (93226.900000 sec): 3 clusters
  Score: Raw -873236.171587 + Penalty 2961.206178 = -870274.965410
  nChanged 4
		SP:Iteration 40F (93227.040000 sec): 3 clusters
  Score: Raw -873237.539118 + Penalty 2961.206178 = -870276.332941
  nChanged 3
		SP:Iteration 41Q (93227.180000 sec): 3 clusters
  Score: Raw -873238.115252 + Penalty 2961.206178 = -870276.909074
  nChanged 0
		SP:Iteration 42F (93227.320000 sec): 3 clusters
  Score: Raw -873238.115252 + Penalty 2961.206178 = -870276.909074
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 110 (2829 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (93227.400000 sec): 2 clusters
  Score: Raw -238656.306585 + Penalty 1291.497768 = -237364.808817
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (93227.450000 sec): 3 clusters
  Score: Raw -237365.811334 + Penalty 2582.995536 = -234782.815798
  nChanged 1062
		SP:Iteration 1F (93227.510000 sec): 3 clusters
  Score: Raw -237990.943525 + Penalty 2582.995536 = -235407.947989
  nChanged 227
		SP:Iteration 2F (93227.560000 sec): 3 clusters
  Score: Raw -238144.811841 + Penalty 2582.995536 = -235561.816305
  nChanged 157
		SP:Iteration 3F (93227.620000 sec): 3 clusters
  Score: Raw -238259.869159 + Penalty 2582.995536 = -235676.873623
  nChanged 143
		SP:Iteration 4F (93227.680000 sec): 3 clusters
  Score: Raw -238353.773482 + Penalty 2582.995536 = -235770.777946
  nChanged 105
		SP:Iteration 5Q (93227.730000 sec): 3 clusters
  Score: Raw -238418.485208 + Penalty 2582.995536 = -235835.489672
  nChanged 72
		SP:Iteration 6Q (93227.790000 sec): 3 clusters
  Score: Raw -238461.218911 + Penalty 2582.995536 = -235878.223375
  nChanged 61
		SP:Iteration 7Q (93227.850000 sec): 3 clusters
  Score: Raw -238498.074960 + Penalty 2582.995536 = -235915.079425
  nChanged 55
		SP:Iteration 8Q (93227.900000 sec): 3 clusters
  Score: Raw -238524.575322 + Penalty 2582.995536 = -235941.579786
  nChanged 31
		SP:Iteration 9Q (93227.960000 sec): 3 clusters
  Score: Raw -238538.012607 + Penalty 2582.995536 = -235955.017072
  nChanged 23
		SP:Iteration 10Q (93228.020000 sec): 3 clusters
  Score: Raw -238551.073818 + Penalty 2582.995536 = -235968.078282
  nChanged 31
		SP:Iteration 11Q (93228.070000 sec): 3 clusters
  Score: Raw -238565.021955 + Penalty 2582.995536 = -235982.026419
  nChanged 21
		SP:Iteration 12Q (93228.130000 sec): 3 clusters
  Score: Raw -238572.351551 + Penalty 2582.995536 = -235989.356015
  nChanged 9
		SP:Iteration 13Q (93228.190000 sec): 3 clusters
  Score: Raw -238575.895555 + Penalty 2582.995536 = -235992.900020
  nChanged 9
		SP:Iteration 14Q (93228.240000 sec): 3 clusters
  Score: Raw -238579.354169 + Penalty 2582.995536 = -235996.358634
  nChanged 4
		SP:Iteration 15Q (93228.300000 sec): 3 clusters
  Score: Raw -238580.592832 + Penalty 2582.995536 = -235997.597296
  nChanged 5
		SP:Iteration 16Q (93228.360000 sec): 3 clusters
  Score: Raw -238582.395656 + Penalty 2582.995536 = -235999.400120
  nChanged 8
		SP:Iteration 17Q (93228.410000 sec): 3 clusters
  Score: Raw -238585.776988 + Penalty 2582.995536 = -236002.781452
  nChanged 11
		SP:Iteration 18Q (93228.470000 sec): 3 clusters
  Score: Raw -238590.158805 + Penalty 2582.995536 = -236007.163269
  nChanged 10
		SP:Iteration 19Q (93228.520000 sec): 3 clusters
  Score: Raw -238592.634899 + Penalty 2582.995536 = -236009.639364
  nChanged 4
		SP:Iteration 20F (93228.580000 sec): 3 clusters
  Score: Raw -238595.003871 + Penalty 2582.995536 = -236012.008335
  nChanged 4
		SP:Iteration 21Q (93228.640000 sec): 3 clusters
  Score: Raw -238596.446730 + Penalty 2582.995536 = -236013.451195
  nChanged 1
		SP:Iteration 22Q (93228.690000 sec): 3 clusters
  Score: Raw -238596.802057 + Penalty 2582.995536 = -236013.806521
  nChanged 1
		SP:Iteration 23Q (93228.750000 sec): 3 clusters
  Score: Raw -238597.797438 + Penalty 2582.995536 = -236014.801902
  nChanged 2
		SP:Iteration 24Q (93228.800000 sec): 3 clusters
  Score: Raw -238598.469327 + Penalty 2582.995536 = -236015.473791
  nChanged 6
		SP:Iteration 25Q (93228.860000 sec): 3 clusters
  Score: Raw -238603.338845 + Penalty 2582.995536 = -236020.343309
  nChanged 9
		SP:Iteration 26Q (93228.920000 sec): 3 clusters
  Score: Raw -238607.342982 + Penalty 2582.995536 = -236024.347446
  nChanged 8
		SP:Iteration 27Q (93228.970000 sec): 3 clusters
  Score: Raw -238609.945996 + Penalty 2582.995536 = -236026.950461
  nChanged 2
		SP:Iteration 28Q (93229.030000 sec): 3 clusters
  Score: Raw -238610.829292 + Penalty 2582.995536 = -236027.833756
  nChanged 2
		SP:Iteration 29Q (93229.090000 sec): 3 clusters
  Score: Raw -238611.768343 + Penalty 2582.995536 = -236028.772807
  nChanged 4
		SP:Iteration 30Q (93229.140000 sec): 3 clusters
  Score: Raw -238615.564756 + Penalty 2582.995536 = -236032.569220
  nChanged 7
		SP:Iteration 31Q (93229.200000 sec): 3 clusters
  Score: Raw -238619.897929 + Penalty 2582.995536 = -236036.902393
  nChanged 7
		SP:Iteration 32Q (93229.260000 sec): 3 clusters
  Score: Raw -238624.877145 + Penalty 2582.995536 = -236041.881610
  nChanged 12
		SP:Iteration 33Q (93229.310000 sec): 3 clusters
  Score: Raw -238633.011607 + Penalty 2582.995536 = -236050.016072
  nChanged 11
		SP:Iteration 34Q (93229.370000 sec): 3 clusters
  Score: Raw -238642.421561 + Penalty 2582.995536 = -236059.426026
  nChanged 17
		SP:Iteration 35Q (93229.420000 sec): 3 clusters
  Score: Raw -238653.138671 + Penalty 2582.995536 = -236070.143135
  nChanged 13
		SP:Iteration 36Q (93229.480000 sec): 3 clusters
  Score: Raw -238660.187942 + Penalty 2582.995536 = -236077.192407
  nChanged 15
		SP:Iteration 37Q (93229.530000 sec): 3 clusters
  Score: Raw -238669.015328 + Penalty 2582.995536 = -236086.019792
  nChanged 14
		SP:Iteration 38Q (93229.590000 sec): 3 clusters
  Score: Raw -238675.316550 + Penalty 2582.995536 = -236092.321014
  nChanged 7
		SP:Iteration 39Q (93229.640000 sec): 3 clusters
  Score: Raw -238678.390502 + Penalty 2582.995536 = -236095.394966
  nChanged 8
		SP:Iteration 40F (93229.700000 sec): 3 clusters
  Score: Raw -238683.364565 + Penalty 2582.995536 = -236100.369029
  nChanged 8
		SP:Iteration 41Q (93229.760000 sec): 3 clusters
  Score: Raw -238687.052680 + Penalty 2582.995536 = -236104.057145
  nChanged 9
		SP:Iteration 42Q (93229.810000 sec): 3 clusters
  Score: Raw -238692.579196 + Penalty 2582.995536 = -236109.583660
  nChanged 11
		SP:Iteration 43Q (93229.870000 sec): 3 clusters
  Score: Raw -238700.992968 + Penalty 2582.995536 = -236117.997432
  nChanged 11
		SP:Iteration 44Q (93229.920000 sec): 3 clusters
  Score: Raw -238709.560763 + Penalty 2582.995536 = -236126.565228
  nChanged 14
		SP:Iteration 45Q (93229.980000 sec): 3 clusters
  Score: Raw -238716.325445 + Penalty 2582.995536 = -236133.329909
  nChanged 11
		SP:Iteration 46Q (93230.030000 sec): 3 clusters
  Score: Raw -238721.582575 + Penalty 2582.995536 = -236138.587039
  nChanged 11
		SP:Iteration 47Q (93230.090000 sec): 3 clusters
  Score: Raw -238729.121945 + Penalty 2582.995536 = -236146.126410
  nChanged 11
		SP:Iteration 48Q (93230.140000 sec): 3 clusters
  Score: Raw -238734.388555 + Penalty 2582.995536 = -236151.393019
  nChanged 3
		SP:Iteration 49Q (93230.200000 sec): 3 clusters
  Score: Raw -238735.585036 + Penalty 2582.995536 = -236152.589501
  nChanged 5
		SP:Iteration 50Q (93230.250000 sec): 3 clusters
  Score: Raw -238738.330121 + Penalty 2582.995536 = -236155.334585
  nChanged 3
		SP:Iteration 51Q (93230.310000 sec): 3 clusters
  Score: Raw -238739.186166 + Penalty 2582.995536 = -236156.190630
  nChanged 1
		SP:Iteration 52Q (93230.360000 sec): 3 clusters
  Score: Raw -238739.660456 + Penalty 2582.995536 = -236156.664920
  nChanged 1
		SP:Iteration 53Q (93230.420000 sec): 3 clusters
  Score: Raw -238740.270317 + Penalty 2582.995536 = -236157.274781
  nChanged 0
		SP:Iteration 54F (93230.470000 sec): 3 clusters
  Score: Raw -238740.270317 + Penalty 2582.995536 = -236157.274781
  nChanged 0
Iteration 219Q (93465.440000 sec): 114 clusters
  Score: Raw -67027906.796795 + Penalty 249356.583250 = -66778550.213545
  nChanged 1109
Iteration 220F (93792.140000 sec): 114 clusters
  Score: Raw -67028622.231516 + Penalty 249356.583250 = -66779265.648265
  nChanged 1126
Iteration 221Q (94026.340000 sec): 114 clusters
  Score: Raw -67028995.861247 + Penalty 249356.583250 = -66779639.277996
  nChanged 756
Iteration 222Q (94250.590000 sec): 114 clusters
  Score: Raw -67029162.147196 + Penalty 249356.583250 = -66779805.563946
  nChanged 581
Iteration 223Q (94487.260000 sec): 114 clusters
  Score: Raw -67029257.892645 + Penalty 249356.583250 = -66779901.309394
  nChanged 483
Iteration 224Q (94708.300000 sec): 114 clusters
  Score: Raw -67029335.806798 + Penalty 249356.583250 = -66779979.223548
  nChanged 434
Iteration 225Q (94944.460000 sec): 114 clusters
  Score: Raw -67029402.580213 + Penalty 249356.583250 = -66780045.996963
  nChanged 399
Iteration 226Q (95181.040000 sec): 114 clusters
  Score: Raw -67029455.314697 + Penalty 249356.583250 = -66780098.731446
  nChanged 369
Iteration 227Q (95474.070000 sec): 114 clusters
  Score: Raw -67029493.831389 + Penalty 249356.583250 = -66780137.248139
  nChanged 383
Iteration 228Q (95752.570000 sec): 114 clusters
  Score: Raw -67029540.086828 + Penalty 249356.583250 = -66780183.503577
  nChanged 365
Iteration 229Q (96032.550000 sec): 114 clusters
  Score: Raw -67029581.346761 + Penalty 249356.583250 = -66780224.763511
  nChanged 368
Iteration 230Q (96311.530000 sec): 114 clusters
  Score: Raw -67029626.943200 + Penalty 249356.583250 = -66780270.359949
  nChanged 358
Iteration 231Q (96591.100000 sec): 114 clusters
  Score: Raw -67029669.417853 + Penalty 249356.583250 = -66780312.834602
  nChanged 371
Iteration 232Q (96869.690000 sec): 114 clusters
  Score: Raw -67029714.830415 + Penalty 249356.583250 = -66780358.247165
  nChanged 344
Iteration 233Q (97150.280000 sec): 114 clusters
  Score: Raw -67029758.751708 + Penalty 249356.583250 = -66780402.168457
  nChanged 354
Iteration 234Q (97429.170000 sec): 114 clusters
  Score: Raw -67029802.215560 + Penalty 249356.583250 = -66780445.632310
  nChanged 337
Iteration 235Q (97709.790000 sec): 114 clusters
  Score: Raw -67029843.682527 + Penalty 249356.583250 = -66780487.099277
  nChanged 345
Iteration 236Q (97988.000000 sec): 114 clusters
  Score: Raw -67029885.704209 + Penalty 249356.583250 = -66780529.120958
  nChanged 335
Iteration 237Q (98268.620000 sec): 114 clusters
  Score: Raw -67029931.272005 + Penalty 249356.583250 = -66780574.688755
  nChanged 341
Iteration 238Q (98547.550000 sec): 114 clusters
  Score: Raw -67029983.461982 + Penalty 249356.583250 = -66780626.878732
  nChanged 376
Iteration 239Q (98827.540000 sec): 114 clusters
  Score: Raw -67030038.609055 + Penalty 249356.583250 = -66780682.025805
  nChanged 431
Iteration 240F (99156.940000 sec): 114 clusters
  Score: Raw -67030101.242578 + Penalty 249356.583250 = -66780744.659328
  nChanged 437
Iteration 241Q (99437.510000 sec): 114 clusters
  Score: Raw -67030163.615218 + Penalty 249356.583250 = -66780807.031967
  nChanged 441
Iteration 242Q (99715.700000 sec): 114 clusters
  Score: Raw -67030225.193908 + Penalty 249356.583250 = -66780868.610657
  nChanged 439
Iteration 243Q (99995.610000 sec): 114 clusters
  Score: Raw -67030287.194914 + Penalty 249356.583250 = -66780930.611664
  nChanged 460
Iteration 244Q (100273.820000 sec): 114 clusters
  Score: Raw -67030359.967227 + Penalty 249356.583250 = -66781003.383977
  nChanged 506
Iteration 245Q (100554.060000 sec): 114 clusters
  Score: Raw -67030441.865408 + Penalty 249356.583250 = -66781085.282158
  nChanged 472
Iteration 246Q (100832.330000 sec): 114 clusters
  Score: Raw -67030525.587954 + Penalty 249356.583250 = -66781169.004704
  nChanged 488
Iteration 247Q (101111.550000 sec): 114 clusters
  Score: Raw -67030608.134250 + Penalty 249356.583250 = -66781251.551000
  nChanged 463
Iteration 248Q (101389.230000 sec): 114 clusters
  Score: Raw -67030684.967705 + Penalty 249356.583250 = -66781328.384455
  nChanged 478
Iteration 249Q (101668.900000 sec): 114 clusters
  Score: Raw -67030761.096607 + Penalty 249356.583250 = -66781404.513357
  nChanged 443
Iteration 250Q (101946.780000 sec): 114 clusters
  Score: Raw -67030825.142684 + Penalty 249356.583250 = -66781468.559434
  nChanged 444
Iteration 251Q (102226.700000 sec): 114 clusters
  Score: Raw -67030886.944919 + Penalty 249356.583250 = -66781530.361669
  nChanged 456
Iteration 252Q (102505.610000 sec): 114 clusters
  Score: Raw -67030942.844952 + Penalty 249356.583250 = -66781586.261701
  nChanged 431
Iteration 253Q (102786.190000 sec): 114 clusters
  Score: Raw -67030996.341061 + Penalty 249356.583250 = -66781639.757811
  nChanged 434
Iteration 254Q (103065.150000 sec): 114 clusters
  Score: Raw -67031049.205715 + Penalty 249356.583250 = -66781692.622465
  nChanged 405
Iteration 255Q (103344.390000 sec): 114 clusters
  Score: Raw -67031095.501681 + Penalty 249356.583250 = -66781738.918431
  nChanged 379
Iteration 256Q (103622.560000 sec): 114 clusters
  Score: Raw -67031143.997321 + Penalty 249356.583250 = -66781787.414071
  nChanged 362
Iteration 257Q (103902.530000 sec): 114 clusters
  Score: Raw -67031194.311771 + Penalty 249356.583250 = -66781837.728520
  nChanged 353
Iteration 258Q (104181.440000 sec): 114 clusters
  Score: Raw -67031257.482766 + Penalty 249356.583250 = -66781900.899516
  nChanged 356
Writing temp clu file 
Because OldScore, -66781837.728520, is greater than current (better) Score,-66781900.899516 
 Compute initial score before splitting:   Score: Raw -67031257.482766 + Penalty 249356.583250 = -66781900.899516
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 1 (1490 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (104181.650000 sec): 2 clusters
  Score: Raw -122390.510017 + Penalty 1187.311352 = -121203.198665
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (104181.690000 sec): 3 clusters
  Score: Raw -121843.456217 + Penalty 2374.622705 = -119468.833513
  nChanged 481
		SP:Iteration 1F (104181.730000 sec): 3 clusters
  Score: Raw -122201.881552 + Penalty 2374.622705 = -119827.258847
  nChanged 112
		SP:Iteration 2F (104181.750000 sec): 3 clusters
  Score: Raw -122298.993469 + Penalty 2374.622705 = -119924.370765
  nChanged 61
		SP:Iteration 3Q (104181.780000 sec): 3 clusters
  Score: Raw -122366.781630 + Penalty 2374.622705 = -119992.158926
  nChanged 64
		SP:Iteration 4Q (104181.810000 sec): 3 clusters
  Score: Raw -122431.549475 + Penalty 2374.622705 = -120056.926770
  nChanged 50
		SP:Iteration 5Q (104181.840000 sec): 3 clusters
  Score: Raw -122476.312072 + Penalty 2374.622705 = -120101.689367
  nChanged 42
		SP:Iteration 6Q (104181.870000 sec): 3 clusters
  Score: Raw -122509.875245 + Penalty 2374.622705 = -120135.252540
  nChanged 34
		SP:Iteration 7Q (104181.900000 sec): 3 clusters
  Score: Raw -122534.635197 + Penalty 2374.622705 = -120160.012492
  nChanged 22
		SP:Iteration 8Q (104181.930000 sec): 3 clusters
  Score: Raw -122549.924527 + Penalty 2374.622705 = -120175.301822
  nChanged 17
		SP:Iteration 9Q (104181.950000 sec): 3 clusters
  Score: Raw -122558.102409 + Penalty 2374.622705 = -120183.479704
  nChanged 15
		SP:Iteration 10Q (104181.980000 sec): 3 clusters
  Score: Raw -122570.698901 + Penalty 2374.622705 = -120196.076197
  nChanged 13
		SP:Iteration 11Q (104182.010000 sec): 3 clusters
  Score: Raw -122580.431004 + Penalty 2374.622705 = -120205.808299
  nChanged 16
		SP:Iteration 12Q (104182.040000 sec): 3 clusters
  Score: Raw -122592.895994 + Penalty 2374.622705 = -120218.273290
  nChanged 12
		SP:Iteration 13Q (104182.070000 sec): 3 clusters
  Score: Raw -122600.083052 + Penalty 2374.622705 = -120225.460348
  nChanged 11
		SP:Iteration 14Q (104182.100000 sec): 3 clusters
  Score: Raw -122604.850776 + Penalty 2374.622705 = -120230.228071
  nChanged 9
		SP:Iteration 15Q (104182.130000 sec): 3 clusters
  Score: Raw -122608.225808 + Penalty 2374.622705 = -120233.603103
  nChanged 3
		SP:Iteration 16Q (104182.150000 sec): 3 clusters
  Score: Raw -122609.151123 + Penalty 2374.622705 = -120234.528418
  nChanged 4
		SP:Iteration 17Q (104182.180000 sec): 3 clusters
  Score: Raw -122611.867961 + Penalty 2374.622705 = -120237.245257
  nChanged 5
		SP:Iteration 18Q (104182.210000 sec): 3 clusters
  Score: Raw -122615.278456 + Penalty 2374.622705 = -120240.655752
  nChanged 3
		SP:Iteration 19Q (104182.240000 sec): 3 clusters
  Score: Raw -122618.555315 + Penalty 2374.622705 = -120243.932610
  nChanged 4
		SP:Iteration 20F (104182.270000 sec): 3 clusters
  Score: Raw -122622.705091 + Penalty 2374.622705 = -120248.082387
  nChanged 6
		SP:Iteration 21Q (104182.300000 sec): 3 clusters
  Score: Raw -122627.906691 + Penalty 2374.622705 = -120253.283986
  nChanged 9
		SP:Iteration 22Q (104182.330000 sec): 3 clusters
  Score: Raw -122633.265237 + Penalty 2374.622705 = -120258.642532
  nChanged 7
		SP:Iteration 23Q (104182.350000 sec): 3 clusters
  Score: Raw -122639.260324 + Penalty 2374.622705 = -120264.637619
  nChanged 4
		SP:Iteration 24Q (104182.380000 sec): 3 clusters
  Score: Raw -122642.093310 + Penalty 2374.622705 = -120267.470606
  nChanged 2
		SP:Iteration 25Q (104182.410000 sec): 3 clusters
  Score: Raw -122644.506974 + Penalty 2374.622705 = -120269.884269
  nChanged 4
		SP:Iteration 26Q (104182.440000 sec): 3 clusters
  Score: Raw -122646.797730 + Penalty 2374.622705 = -120272.175025
  nChanged 3
		SP:Iteration 27Q (104182.470000 sec): 3 clusters
  Score: Raw -122648.502405 + Penalty 2374.622705 = -120273.879700
  nChanged 2
		SP:Iteration 28Q (104182.500000 sec): 3 clusters
  Score: Raw -122649.601095 + Penalty 2374.622705 = -120274.978391
  nChanged 2
		SP:Iteration 29Q (104182.530000 sec): 3 clusters
  Score: Raw -122650.537446 + Penalty 2374.622705 = -120275.914741
  nChanged 0
		SP:Iteration 30F (104182.560000 sec): 3 clusters
  Score: Raw -122650.537446 + Penalty 2374.622705 = -120275.914741
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 2 (113972 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (104183.290000 sec): 2 clusters
  Score: Raw -10254449.045278 + Penalty 1892.102564 = -10252556.942714
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (104184.310000 sec): 3 clusters
  Score: Raw -10180280.206552 + Penalty 3784.205127 = -10176496.001425
  nChanged 54520
		SP:Iteration 1F (104185.320000 sec): 3 clusters
  Score: Raw -10212429.575876 + Penalty 3784.205127 = -10208645.370749
  nChanged 4288
		SP:Iteration 2Q (104186.390000 sec): 3 clusters
  Score: Raw -10213847.551515 + Penalty 3784.205127 = -10210063.346388
  nChanged 5131
		SP:Iteration 3Q (104187.520000 sec): 3 clusters
  Score: Raw -10215895.015614 + Penalty 3784.205127 = -10212110.810487
  nChanged 6290
		SP:Iteration 4F (104188.520000 sec): 3 clusters
  Score: Raw -10218968.053235 + Penalty 3784.205127 = -10215183.848108
  nChanged 7557
		SP:Iteration 5F (104189.530000 sec): 3 clusters
  Score: Raw -10223271.624022 + Penalty 3784.205127 = -10219487.418895
  nChanged 8094
		SP:Iteration 6F (104190.540000 sec): 3 clusters
  Score: Raw -10228303.213115 + Penalty 3784.205127 = -10224519.007988
  nChanged 7909
		SP:Iteration 7F (104191.570000 sec): 3 clusters
  Score: Raw -10233401.278033 + Penalty 3784.205127 = -10229617.072906
  nChanged 6988
		SP:Iteration 8F (104192.600000 sec): 3 clusters
  Score: Raw -10237895.762277 + Penalty 3784.205127 = -10234111.557150
  nChanged 5981
		SP:Iteration 9F (104193.630000 sec): 3 clusters
  Score: Raw -10241780.776662 + Penalty 3784.205127 = -10237996.571535
  nChanged 5073
		SP:Iteration 10Q (104194.730000 sec): 3 clusters
  Score: Raw -10245178.256830 + Penalty 3784.205127 = -10241394.051703
  nChanged 4114
		SP:Iteration 11Q (104195.800000 sec): 3 clusters
  Score: Raw -10248073.357789 + Penalty 3784.205127 = -10244289.152662
  nChanged 3241
		SP:Iteration 12Q (104196.860000 sec): 3 clusters
  Score: Raw -10250508.111035 + Penalty 3784.205127 = -10246723.905908
  nChanged 2312
		SP:Iteration 13Q (104197.900000 sec): 3 clusters
  Score: Raw -10252230.867543 + Penalty 3784.205127 = -10248446.662416
  nChanged 1478
		SP:Iteration 14Q (104198.870000 sec): 3 clusters
  Score: Raw -10253297.955206 + Penalty 3784.205127 = -10249513.750079
  nChanged 886
		SP:Iteration 15Q (104199.840000 sec): 3 clusters
  Score: Raw -10253954.803072 + Penalty 3784.205127 = -10250170.597945
  nChanged 499
		SP:Iteration 16Q (104200.750000 sec): 3 clusters
  Score: Raw -10254323.216693 + Penalty 3784.205127 = -10250539.011566
  nChanged 310
		SP:Iteration 17Q (104201.660000 sec): 3 clusters
  Score: Raw -10254547.782420 + Penalty 3784.205127 = -10250763.577293
  nChanged 180
		SP:Iteration 18Q (104202.560000 sec): 3 clusters
  Score: Raw -10254665.011253 + Penalty 3784.205127 = -10250880.806126
  nChanged 135
		SP:Iteration 19Q (104203.450000 sec): 3 clusters
  Score: Raw -10254751.866927 + Penalty 3784.205127 = -10250967.661799
  nChanged 112
		SP:Iteration 20F (104204.490000 sec): 3 clusters
  Score: Raw -10254806.646133 + Penalty 3784.205127 = -10251022.441006
  nChanged 63
		SP:Iteration 21Q (104205.350000 sec): 3 clusters
  Score: Raw -10254832.188231 + Penalty 3784.205127 = -10251047.983104
  nChanged 51
		SP:Iteration 22Q (104206.250000 sec): 3 clusters
  Score: Raw -10254850.984289 + Penalty 3784.205127 = -10251066.779162
  nChanged 36
		SP:Iteration 23Q (104207.140000 sec): 3 clusters
  Score: Raw -10254863.906030 + Penalty 3784.205127 = -10251079.700903
  nChanged 29
		SP:Iteration 24Q (104208.060000 sec): 3 clusters
  Score: Raw -10254876.727728 + Penalty 3784.205127 = -10251092.522601
  nChanged 26
		SP:Iteration 25Q (104208.980000 sec): 3 clusters
  Score: Raw -10254885.851118 + Penalty 3784.205127 = -10251101.645991
  nChanged 18
		SP:Iteration 26Q (104209.910000 sec): 3 clusters
  Score: Raw -10254891.362270 + Penalty 3784.205127 = -10251107.157143
  nChanged 10
		SP:Iteration 27Q (104210.830000 sec): 3 clusters
  Score: Raw -10254894.502438 + Penalty 3784.205127 = -10251110.297311
  nChanged 10
		SP:Iteration 28Q (104211.750000 sec): 3 clusters
  Score: Raw -10254898.313241 + Penalty 3784.205127 = -10251114.108114
  nChanged 12
		SP:Iteration 29Q (104212.670000 sec): 3 clusters
  Score: Raw -10254902.471326 + Penalty 3784.205127 = -10251118.266199
  nChanged 11
		SP:Iteration 30Q (104213.590000 sec): 3 clusters
  Score: Raw -10254906.346931 + Penalty 3784.205127 = -10251122.141804
  nChanged 8
		SP:Iteration 31Q (104214.480000 sec): 3 clusters
  Score: Raw -10254908.769291 + Penalty 3784.205127 = -10251124.564164
  nChanged 5
		SP:Iteration 32Q (104215.400000 sec): 3 clusters
  Score: Raw -10254910.779353 + Penalty 3784.205127 = -10251126.574226
  nChanged 6
		SP:Iteration 33Q (104216.320000 sec): 3 clusters
  Score: Raw -10254912.996240 + Penalty 3784.205127 = -10251128.791113
  nChanged 4
		SP:Iteration 34Q (104217.240000 sec): 3 clusters
  Score: Raw -10254914.437916 + Penalty 3784.205127 = -10251130.232789
  nChanged 6
		SP:Iteration 35Q (104218.160000 sec): 3 clusters
  Score: Raw -10254917.166074 + Penalty 3784.205127 = -10251132.960947
  nChanged 11
		SP:Iteration 36Q (104219.020000 sec): 3 clusters
  Score: Raw -10254919.807541 + Penalty 3784.205127 = -10251135.602414
  nChanged 7
		SP:Iteration 37Q (104219.920000 sec): 3 clusters
  Score: Raw -10254922.253630 + Penalty 3784.205127 = -10251138.048503
  nChanged 6
		SP:Iteration 38Q (104220.810000 sec): 3 clusters
  Score: Raw -10254924.275304 + Penalty 3784.205127 = -10251140.070177
  nChanged 9
		SP:Iteration 39Q (104221.730000 sec): 3 clusters
  Score: Raw -10254926.890349 + Penalty 3784.205127 = -10251142.685222
  nChanged 6
		SP:Iteration 40F (104222.750000 sec): 3 clusters
  Score: Raw -10254929.351254 + Penalty 3784.205127 = -10251145.146127
  nChanged 6
		SP:Iteration 41Q (104223.620000 sec): 3 clusters
  Score: Raw -10254930.831032 + Penalty 3784.205127 = -10251146.625905
  nChanged 5
		SP:Iteration 42Q (104224.510000 sec): 3 clusters
  Score: Raw -10254932.089180 + Penalty 3784.205127 = -10251147.884053
  nChanged 3
		SP:Iteration 43Q (104225.420000 sec): 3 clusters
  Score: Raw -10254932.541217 + Penalty 3784.205127 = -10251148.336090
  nChanged 1
		SP:Iteration 44Q (104226.340000 sec): 3 clusters
  Score: Raw -10254932.732039 + Penalty 3784.205127 = -10251148.526912
  nChanged 3
		SP:Iteration 45Q (104227.260000 sec): 3 clusters
  Score: Raw -10254933.407328 + Penalty 3784.205127 = -10251149.202201
  nChanged 1
		SP:Iteration 46Q (104228.180000 sec): 3 clusters
  Score: Raw -10254933.656245 + Penalty 3784.205127 = -10251149.451118
  nChanged 2
		SP:Iteration 47Q (104229.100000 sec): 3 clusters
  Score: Raw -10254934.529909 + Penalty 3784.205127 = -10251150.324782
  nChanged 4
		SP:Iteration 48Q (104230.020000 sec): 3 clusters
  Score: Raw -10254935.212318 + Penalty 3784.205127 = -10251151.007190
  nChanged 3
		SP:Iteration 49Q (104230.940000 sec): 3 clusters
  Score: Raw -10254935.938067 + Penalty 3784.205127 = -10251151.732940
  nChanged 2
		SP:Iteration 50Q (104231.860000 sec): 3 clusters
  Score: Raw -10254936.690995 + Penalty 3784.205127 = -10251152.485868
  nChanged 4
		SP:Iteration 51Q (104232.770000 sec): 3 clusters
  Score: Raw -10254937.645730 + Penalty 3784.205127 = -10251153.440603
  nChanged 5
		SP:Iteration 52Q (104233.690000 sec): 3 clusters
  Score: Raw -10254939.775190 + Penalty 3784.205127 = -10251155.570063
  nChanged 7
		SP:Iteration 53Q (104234.610000 sec): 3 clusters
  Score: Raw -10254942.280045 + Penalty 3784.205127 = -10251158.074918
  nChanged 6
		SP:Iteration 54Q (104235.530000 sec): 3 clusters
  Score: Raw -10254943.400750 + Penalty 3784.205127 = -10251159.195623
  nChanged 3
		SP:Iteration 55Q (104236.450000 sec): 3 clusters
  Score: Raw -10254944.029749 + Penalty 3784.205127 = -10251159.824622
  nChanged 0
		SP:Iteration 56F (104237.480000 sec): 3 clusters
  Score: Raw -10254944.029749 + Penalty 3784.205127 = -10251159.824622
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 3 (6993 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (104237.560000 sec): 2 clusters
  Score: Raw -657184.895686 + Penalty 1438.558051 = -655746.337636
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (104237.680000 sec): 3 clusters
  Score: Raw -653366.461389 + Penalty 2877.116102 = -650489.345287
  nChanged 2896
		SP:Iteration 1F (104237.790000 sec): 3 clusters
  Score: Raw -654920.023260 + Penalty 2877.116102 = -652042.907158
  nChanged 408
		SP:Iteration 2F (104237.900000 sec): 3 clusters
  Score: Raw -655084.428977 + Penalty 2877.116102 = -652207.312875
  nChanged 317
		SP:Iteration 3Q (104238.030000 sec): 3 clusters
  Score: Raw -655217.012359 + Penalty 2877.116102 = -652339.896257
  nChanged 267
		SP:Iteration 4Q (104238.150000 sec): 3 clusters
  Score: Raw -655332.473927 + Penalty 2877.116102 = -652455.357826
  nChanged 247
		SP:Iteration 5Q (104238.280000 sec): 3 clusters
  Score: Raw -655439.228940 + Penalty 2877.116102 = -652562.112839
  nChanged 243
		SP:Iteration 6Q (104238.400000 sec): 3 clusters
  Score: Raw -655546.795422 + Penalty 2877.116102 = -652669.679321
  nChanged 235
		SP:Iteration 7Q (104238.520000 sec): 3 clusters
  Score: Raw -655654.081217 + Penalty 2877.116102 = -652776.965116
  nChanged 233
		SP:Iteration 8Q (104238.640000 sec): 3 clusters
  Score: Raw -655771.939669 + Penalty 2877.116102 = -652894.823568
  nChanged 250
		SP:Iteration 9Q (104238.770000 sec): 3 clusters
  Score: Raw -655904.576406 + Penalty 2877.116102 = -653027.460305
  nChanged 278
		SP:Iteration 10Q (104238.890000 sec): 3 clusters
  Score: Raw -656065.299871 + Penalty 2877.116102 = -653188.183769
  nChanged 283
		SP:Iteration 11Q (104239.010000 sec): 3 clusters
  Score: Raw -656248.013915 + Penalty 2877.116102 = -653370.897813
  nChanged 297
		SP:Iteration 12Q (104239.140000 sec): 3 clusters
  Score: Raw -656470.270354 + Penalty 2877.116102 = -653593.154252
  nChanged 290
		SP:Iteration 13Q (104239.260000 sec): 3 clusters
  Score: Raw -656692.526745 + Penalty 2877.116102 = -653815.410643
  nChanged 222
		SP:Iteration 14Q (104239.380000 sec): 3 clusters
  Score: Raw -656879.584361 + Penalty 2877.116102 = -654002.468260
  nChanged 165
		SP:Iteration 15Q (104239.500000 sec): 3 clusters
  Score: Raw -657021.308592 + Penalty 2877.116102 = -654144.192490
  nChanged 126
		SP:Iteration 16Q (104239.610000 sec): 3 clusters
  Score: Raw -657132.003321 + Penalty 2877.116102 = -654254.887219
  nChanged 82
		SP:Iteration 17Q (104239.730000 sec): 3 clusters
  Score: Raw -657218.311672 + Penalty 2877.116102 = -654341.195570
  nChanged 69
		SP:Iteration 18Q (104239.840000 sec): 3 clusters
  Score: Raw -657284.966785 + Penalty 2877.116102 = -654407.850683
  nChanged 36
		SP:Iteration 19Q (104239.960000 sec): 3 clusters
  Score: Raw -657320.976460 + Penalty 2877.116102 = -654443.860359
  nChanged 23
		SP:Iteration 20F (104240.070000 sec): 3 clusters
  Score: Raw -657342.071485 + Penalty 2877.116102 = -654464.955383
  nChanged 15
		SP:Iteration 21Q (104240.180000 sec): 3 clusters
  Score: Raw -657354.820933 + Penalty 2877.116102 = -654477.704831
  nChanged 12
		SP:Iteration 22Q (104240.300000 sec): 3 clusters
  Score: Raw -657370.587492 + Penalty 2877.116102 = -654493.471391
  nChanged 7
		SP:Iteration 23Q (104240.410000 sec): 3 clusters
  Score: Raw -657379.280712 + Penalty 2877.116102 = -654502.164611
  nChanged 9
		SP:Iteration 24Q (104240.520000 sec): 3 clusters
  Score: Raw -657388.349783 + Penalty 2877.116102 = -654511.233681
  nChanged 8
		SP:Iteration 25Q (104240.640000 sec): 3 clusters
  Score: Raw -657400.874588 + Penalty 2877.116102 = -654523.758487
  nChanged 7
		SP:Iteration 26Q (104240.750000 sec): 3 clusters
  Score: Raw -657407.806148 + Penalty 2877.116102 = -654530.690047
  nChanged 8
		SP:Iteration 27Q (104240.860000 sec): 3 clusters
  Score: Raw -657417.207735 + Penalty 2877.116102 = -654540.091634
  nChanged 9
		SP:Iteration 28Q (104240.970000 sec): 3 clusters
  Score: Raw -657427.698694 + Penalty 2877.116102 = -654550.582592
  nChanged 10
		SP:Iteration 29Q (104241.090000 sec): 3 clusters
  Score: Raw -657437.758003 + Penalty 2877.116102 = -654560.641902
  nChanged 6
		SP:Iteration 30Q (104241.200000 sec): 3 clusters
  Score: Raw -657442.932264 + Penalty 2877.116102 = -654565.816163
  nChanged 5
		SP:Iteration 31Q (104241.310000 sec): 3 clusters
  Score: Raw -657447.786418 + Penalty 2877.116102 = -654570.670316
  nChanged 4
		SP:Iteration 32Q (104241.430000 sec): 3 clusters
  Score: Raw -657456.276441 + Penalty 2877.116102 = -654579.160339
  nChanged 8
		SP:Iteration 33Q (104241.540000 sec): 3 clusters
  Score: Raw -657463.049656 + Penalty 2877.116102 = -654585.933554
  nChanged 6
		SP:Iteration 34Q (104241.650000 sec): 3 clusters
  Score: Raw -657472.870097 + Penalty 2877.116102 = -654595.753995
  nChanged 6
		SP:Iteration 35Q (104241.760000 sec): 3 clusters
  Score: Raw -657480.346291 + Penalty 2877.116102 = -654603.230189
  nChanged 5
		SP:Iteration 36Q (104241.870000 sec): 3 clusters
  Score: Raw -657486.589428 + Penalty 2877.116102 = -654609.473326
  nChanged 6
		SP:Iteration 37Q (104241.990000 sec): 3 clusters
  Score: Raw -657496.315109 + Penalty 2877.116102 = -654619.199007
  nChanged 5
		SP:Iteration 38Q (104242.100000 sec): 3 clusters
  Score: Raw -657502.680863 + Penalty 2877.116102 = -654625.564762
  nChanged 4
		SP:Iteration 39Q (104242.210000 sec): 3 clusters
  Score: Raw -657505.785865 + Penalty 2877.116102 = -654628.669763
  nChanged 2
		SP:Iteration 40F (104242.330000 sec): 3 clusters
  Score: Raw -657508.162010 + Penalty 2877.116102 = -654631.045909
  nChanged 1
		SP:Iteration 41Q (104242.440000 sec): 3 clusters
  Score: Raw -657508.899852 + Penalty 2877.116102 = -654631.783751
  nChanged 2
		SP:Iteration 42Q (104242.550000 sec): 3 clusters
  Score: Raw -657510.639372 + Penalty 2877.116102 = -654633.523270
  nChanged 2
		SP:Iteration 43Q (104242.670000 sec): 3 clusters
  Score: Raw -657512.675027 + Penalty 2877.116102 = -654635.558925
  nChanged 2
		SP:Iteration 44Q (104242.780000 sec): 3 clusters
  Score: Raw -657514.139740 + Penalty 2877.116102 = -654637.023638
  nChanged 0
		SP:Iteration 45F (104242.900000 sec): 3 clusters
  Score: Raw -657514.139740 + Penalty 2877.116102 = -654637.023638
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 4 (3637 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (104242.970000 sec): 2 clusters
  Score: Raw -314739.660472 + Penalty 1332.323597 = -313407.336874
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (104243.050000 sec): 3 clusters
  Score: Raw -312987.318201 + Penalty 2664.647195 = -310322.671007
  nChanged 1412
		SP:Iteration 1F (104243.110000 sec): 3 clusters
  Score: Raw -313771.955209 + Penalty 2664.647195 = -311107.308014
  nChanged 235
		SP:Iteration 2F (104243.190000 sec): 3 clusters
  Score: Raw -313874.560086 + Penalty 2664.647195 = -311209.912891
  nChanged 140
		SP:Iteration 3Q (104243.250000 sec): 3 clusters
  Score: Raw -313929.034447 + Penalty 2664.647195 = -311264.387253
  nChanged 106
		SP:Iteration 4Q (104243.320000 sec): 3 clusters
  Score: Raw -313968.845443 + Penalty 2664.647195 = -311304.198248
  nChanged 76
		SP:Iteration 5Q (104243.390000 sec): 3 clusters
  Score: Raw -313997.881399 + Penalty 2664.647195 = -311333.234204
  nChanged 74
		SP:Iteration 6Q (104243.460000 sec): 3 clusters
  Score: Raw -314022.508523 + Penalty 2664.647195 = -311357.861328
  nChanged 57
		SP:Iteration 7Q (104243.530000 sec): 3 clusters
  Score: Raw -314038.151874 + Penalty 2664.647195 = -311373.504680
  nChanged 41
		SP:Iteration 8Q (104243.600000 sec): 3 clusters
  Score: Raw -314050.514269 + Penalty 2664.647195 = -311385.867074
  nChanged 37
		SP:Iteration 9Q (104243.670000 sec): 3 clusters
  Score: Raw -314062.354111 + Penalty 2664.647195 = -311397.706916
  nChanged 33
		SP:Iteration 10Q (104243.730000 sec): 3 clusters
  Score: Raw -314072.638561 + Penalty 2664.647195 = -311407.991367
  nChanged 26
		SP:Iteration 11Q (104243.800000 sec): 3 clusters
  Score: Raw -314081.937190 + Penalty 2664.647195 = -311417.289995
  nChanged 24
		SP:Iteration 12Q (104243.870000 sec): 3 clusters
  Score: Raw -314090.508530 + Penalty 2664.647195 = -311425.861335
  nChanged 28
		SP:Iteration 13Q (104243.940000 sec): 3 clusters
  Score: Raw -314100.591936 + Penalty 2664.647195 = -311435.944741
  nChanged 23
		SP:Iteration 14Q (104244.010000 sec): 3 clusters
  Score: Raw -314107.057224 + Penalty 2664.647195 = -311442.410029
  nChanged 21
		SP:Iteration 15Q (104244.080000 sec): 3 clusters
  Score: Raw -314114.044547 + Penalty 2664.647195 = -311449.397353
  nChanged 29
		SP:Iteration 16Q (104244.150000 sec): 3 clusters
  Score: Raw -314122.710771 + Penalty 2664.647195 = -311458.063577
  nChanged 22
		SP:Iteration 17Q (104244.210000 sec): 3 clusters
  Score: Raw -314128.154835 + Penalty 2664.647195 = -311463.507640
  nChanged 21
		SP:Iteration 18Q (104244.290000 sec): 3 clusters
  Score: Raw -314132.246854 + Penalty 2664.647195 = -311467.599659
  nChanged 21
		SP:Iteration 19Q (104244.350000 sec): 3 clusters
  Score: Raw -314139.665432 + Penalty 2664.647195 = -311475.018237
  nChanged 31
		SP:Iteration 20F (104244.420000 sec): 3 clusters
  Score: Raw -314149.707549 + Penalty 2664.647195 = -311485.060355
  nChanged 27
		SP:Iteration 21Q (104244.490000 sec): 3 clusters
  Score: Raw -314157.970672 + Penalty 2664.647195 = -311493.323478
  nChanged 27
		SP:Iteration 22Q (104244.560000 sec): 3 clusters
  Score: Raw -314167.229080 + Penalty 2664.647195 = -311502.581885
  nChanged 26
		SP:Iteration 23Q (104244.630000 sec): 3 clusters
  Score: Raw -314175.724942 + Penalty 2664.647195 = -311511.077748
  nChanged 22
		SP:Iteration 24Q (104244.690000 sec): 3 clusters
  Score: Raw -314182.154684 + Penalty 2664.647195 = -311517.507489
  nChanged 29
		SP:Iteration 25Q (104244.760000 sec): 3 clusters
  Score: Raw -314190.894995 + Penalty 2664.647195 = -311526.247801
  nChanged 26
		SP:Iteration 26Q (104244.830000 sec): 3 clusters
  Score: Raw -314199.225465 + Penalty 2664.647195 = -311534.578270
  nChanged 21
		SP:Iteration 27Q (104244.900000 sec): 3 clusters
  Score: Raw -314205.300459 + Penalty 2664.647195 = -311540.653264
  nChanged 20
		SP:Iteration 28Q (104244.970000 sec): 3 clusters
  Score: Raw -314210.490265 + Penalty 2664.647195 = -311545.843071
  nChanged 25
		SP:Iteration 29Q (104245.040000 sec): 3 clusters
  Score: Raw -314218.287614 + Penalty 2664.647195 = -311553.640420
  nChanged 26
		SP:Iteration 30Q (104245.110000 sec): 3 clusters
  Score: Raw -314226.719192 + Penalty 2664.647195 = -311562.071998
  nChanged 24
		SP:Iteration 31Q (104245.180000 sec): 3 clusters
  Score: Raw -314234.478482 + Penalty 2664.647195 = -311569.831288
  nChanged 23
		SP:Iteration 32Q (104245.250000 sec): 3 clusters
  Score: Raw -314242.142209 + Penalty 2664.647195 = -311577.495014
  nChanged 23
		SP:Iteration 33Q (104245.310000 sec): 3 clusters
  Score: Raw -314248.583935 + Penalty 2664.647195 = -311583.936740
  nChanged 24
		SP:Iteration 34Q (104245.380000 sec): 3 clusters
  Score: Raw -314258.954345 + Penalty 2664.647195 = -311594.307150
  nChanged 24
		SP:Iteration 35Q (104245.450000 sec): 3 clusters
  Score: Raw -314266.687942 + Penalty 2664.647195 = -311602.040747
  nChanged 33
		SP:Iteration 36Q (104245.520000 sec): 3 clusters
  Score: Raw -314278.710227 + Penalty 2664.647195 = -311614.063033
  nChanged 36
		SP:Iteration 37Q (104245.590000 sec): 3 clusters
  Score: Raw -314294.212044 + Penalty 2664.647195 = -311629.564850
  nChanged 31
		SP:Iteration 38Q (104245.660000 sec): 3 clusters
  Score: Raw -314307.075912 + Penalty 2664.647195 = -311642.428717
  nChanged 30
		SP:Iteration 39Q (104245.730000 sec): 3 clusters
  Score: Raw -314319.892166 + Penalty 2664.647195 = -311655.244971
  nChanged 35
		SP:Iteration 40F (104245.790000 sec): 3 clusters
  Score: Raw -314336.137343 + Penalty 2664.647195 = -311671.490148
  nChanged 41
		SP:Iteration 41Q (104245.860000 sec): 3 clusters
  Score: Raw -314355.351978 + Penalty 2664.647195 = -311690.704783
  nChanged 45
		SP:Iteration 42Q (104245.930000 sec): 3 clusters
  Score: Raw -314376.304959 + Penalty 2664.647195 = -311711.657765
  nChanged 54
		SP:Iteration 43Q (104246.000000 sec): 3 clusters
  Score: Raw -314399.019779 + Penalty 2664.647195 = -311734.372584
  nChanged 63
		SP:Iteration 44Q (104246.070000 sec): 3 clusters
  Score: Raw -314429.353402 + Penalty 2664.647195 = -311764.706207
  nChanged 67
		SP:Iteration 45Q (104246.130000 sec): 3 clusters
  Score: Raw -314467.033059 + Penalty 2664.647195 = -311802.385865
  nChanged 75
		SP:Iteration 46Q (104246.200000 sec): 3 clusters
  Score: Raw -314505.118598 + Penalty 2664.647195 = -311840.471403
  nChanged 66
		SP:Iteration 47Q (104246.270000 sec): 3 clusters
  Score: Raw -314536.385707 + Penalty 2664.647195 = -311871.738512
  nChanged 52
		SP:Iteration 48Q (104246.340000 sec): 3 clusters
  Score: Raw -314566.986103 + Penalty 2664.647195 = -311902.338908
  nChanged 52
		SP:Iteration 49Q (104246.410000 sec): 3 clusters
  Score: Raw -314600.209909 + Penalty 2664.647195 = -311935.562714
  nChanged 67
		SP:Iteration 50Q (104246.470000 sec): 3 clusters
  Score: Raw -314638.707418 + Penalty 2664.647195 = -311974.060223
  nChanged 67
		SP:Iteration 51Q (104246.540000 sec): 3 clusters
  Score: Raw -314689.240193 + Penalty 2664.647195 = -312024.592998
  nChanged 61
		SP:Iteration 52Q (104246.610000 sec): 3 clusters
  Score: Raw -314730.313097 + Penalty 2664.647195 = -312065.665902
  nChanged 47
		SP:Iteration 53Q (104246.670000 sec): 3 clusters
  Score: Raw -314759.589614 + Penalty 2664.647195 = -312094.942420
  nChanged 49
		SP:Iteration 54Q (104246.740000 sec): 3 clusters
  Score: Raw -314789.921854 + Penalty 2664.647195 = -312125.274659
  nChanged 40
		SP:Iteration 55Q (104246.810000 sec): 3 clusters
  Score: Raw -314818.794503 + Penalty 2664.647195 = -312154.147308
  nChanged 33
		SP:Iteration 56Q (104246.870000 sec): 3 clusters
  Score: Raw -314841.919820 + Penalty 2664.647195 = -312177.272626
  nChanged 32
		SP:Iteration 57Q (104246.940000 sec): 3 clusters
  Score: Raw -314869.927249 + Penalty 2664.647195 = -312205.280055
  nChanged 28
		SP:Iteration 58Q (104247.000000 sec): 3 clusters
  Score: Raw -314891.224084 + Penalty 2664.647195 = -312226.576889
  nChanged 19
		SP:Iteration 59Q (104247.070000 sec): 3 clusters
  Score: Raw -314908.314434 + Penalty 2664.647195 = -312243.667239
  nChanged 15
		SP:Iteration 60F (104247.140000 sec): 3 clusters
  Score: Raw -314921.518479 + Penalty 2664.647195 = -312256.871285
  nChanged 16
		SP:Iteration 61Q (104247.200000 sec): 3 clusters
  Score: Raw -314931.923026 + Penalty 2664.647195 = -312267.275831
  nChanged 7
		SP:Iteration 62Q (104247.260000 sec): 3 clusters
  Score: Raw -314938.514514 + Penalty 2664.647195 = -312273.867319
  nChanged 9
		SP:Iteration 63Q (104247.330000 sec): 3 clusters
  Score: Raw -314947.926838 + Penalty 2664.647195 = -312283.279643
  nChanged 11
		SP:Iteration 64Q (104247.390000 sec): 3 clusters
  Score: Raw -314957.084881 + Penalty 2664.647195 = -312292.437686
  nChanged 7
		SP:Iteration 65Q (104247.460000 sec): 3 clusters
  Score: Raw -314962.785450 + Penalty 2664.647195 = -312298.138255
  nChanged 4
		SP:Iteration 66Q (104247.520000 sec): 3 clusters
  Score: Raw -314966.604586 + Penalty 2664.647195 = -312301.957391
  nChanged 3
		SP:Iteration 67Q (104247.590000 sec): 3 clusters
  Score: Raw -314967.677890 + Penalty 2664.647195 = -312303.030696
  nChanged 0
		SP:Iteration 68F (104247.660000 sec): 3 clusters
  Score: Raw -314967.677890 + Penalty 2664.647195 = -312303.030696
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 5 (1776 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (104247.720000 sec): 2 clusters
  Score: Raw -148365.014597 + Penalty 1215.844325 = -147149.170272
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (104247.750000 sec): 3 clusters
  Score: Raw -147646.786801 + Penalty 2431.688650 = -145215.098151
  nChanged 612
		SP:Iteration 1F (104247.790000 sec): 3 clusters
  Score: Raw -148037.075090 + Penalty 2431.688650 = -145605.386440
  nChanged 142
		SP:Iteration 2F (104247.820000 sec): 3 clusters
  Score: Raw -148152.293910 + Penalty 2431.688650 = -145720.605260
  nChanged 88
		SP:Iteration 3Q (104247.860000 sec): 3 clusters
  Score: Raw -148210.358710 + Penalty 2431.688650 = -145778.670060
  nChanged 49
		SP:Iteration 4Q (104247.890000 sec): 3 clusters
  Score: Raw -148240.228577 + Penalty 2431.688650 = -145808.539927
  nChanged 36
		SP:Iteration 5Q (104247.920000 sec): 3 clusters
  Score: Raw -148258.391054 + Penalty 2431.688650 = -145826.702404
  nChanged 24
		SP:Iteration 6Q (104247.960000 sec): 3 clusters
  Score: Raw -148271.890639 + Penalty 2431.688650 = -145840.201989
  nChanged 15
		SP:Iteration 7Q (104247.990000 sec): 3 clusters
  Score: Raw -148278.146711 + Penalty 2431.688650 = -145846.458060
  nChanged 13
		SP:Iteration 8Q (104248.030000 sec): 3 clusters
  Score: Raw -148283.602073 + Penalty 2431.688650 = -145851.913423
  nChanged 3
		SP:Iteration 9Q (104248.060000 sec): 3 clusters
  Score: Raw -148285.386116 + Penalty 2431.688650 = -145853.697466
  nChanged 5
		SP:Iteration 10Q (104248.100000 sec): 3 clusters
  Score: Raw -148287.099003 + Penalty 2431.688650 = -145855.410353
  nChanged 2
		SP:Iteration 11Q (104248.130000 sec): 3 clusters
  Score: Raw -148287.252643 + Penalty 2431.688650 = -145855.563993
  nChanged 0
		SP:Iteration 12F (104248.160000 sec): 3 clusters
  Score: Raw -148287.252643 + Penalty 2431.688650 = -145855.563993
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 6 (1259 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (104248.220000 sec): 2 clusters
  Score: Raw -94206.914138 + Penalty 1159.936868 = -93046.977270
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (104248.240000 sec): 3 clusters
  Score: Raw -93782.299579 + Penalty 2319.873736 = -91462.425843
  nChanged 428
		SP:Iteration 1F (104248.260000 sec): 3 clusters
  Score: Raw -94161.873259 + Penalty 2319.873736 = -91841.999523
  nChanged 112
		SP:Iteration 2F (104248.290000 sec): 3 clusters
  Score: Raw -94284.940932 + Penalty 2319.873736 = -91965.067196
  nChanged 74
		SP:Iteration 3F (104248.320000 sec): 3 clusters
  Score: Raw -94369.163358 + Penalty 2319.873736 = -92049.289622
  nChanged 65
		SP:Iteration 4F (104248.340000 sec): 3 clusters
  Score: Raw -94449.290057 + Penalty 2319.873736 = -92129.416321
  nChanged 34
		SP:Iteration 5Q (104248.370000 sec): 3 clusters
  Score: Raw -94484.407897 + Penalty 2319.873736 = -92164.534161
  nChanged 23
		SP:Iteration 6Q (104248.390000 sec): 3 clusters
  Score: Raw -94513.149426 + Penalty 2319.873736 = -92193.275690
  nChanged 20
		SP:Iteration 7Q (104248.420000 sec): 3 clusters
  Score: Raw -94537.300130 + Penalty 2319.873736 = -92217.426394
  nChanged 14
		SP:Iteration 8Q (104248.450000 sec): 3 clusters
  Score: Raw -94556.664866 + Penalty 2319.873736 = -92236.791130
  nChanged 17
		SP:Iteration 9Q (104248.470000 sec): 3 clusters
  Score: Raw -94574.214647 + Penalty 2319.873736 = -92254.340911
  nChanged 15
		SP:Iteration 10Q (104248.500000 sec): 3 clusters
  Score: Raw -94596.084086 + Penalty 2319.873736 = -92276.210350
  nChanged 14
		SP:Iteration 11Q (104248.520000 sec): 3 clusters
  Score: Raw -94609.327695 + Penalty 2319.873736 = -92289.453959
  nChanged 12
		SP:Iteration 12Q (104248.540000 sec): 3 clusters
  Score: Raw -94621.754383 + Penalty 2319.873736 = -92301.880647
  nChanged 12
		SP:Iteration 13Q (104248.570000 sec): 3 clusters
  Score: Raw -94647.280409 + Penalty 2319.873736 = -92327.406673
  nChanged 15
		SP:Iteration 14Q (104248.590000 sec): 3 clusters
  Score: Raw -94666.513816 + Penalty 2319.873736 = -92346.640079
  nChanged 9
		SP:Iteration 15Q (104248.620000 sec): 3 clusters
  Score: Raw -94677.150771 + Penalty 2319.873736 = -92357.277035
  nChanged 9
		SP:Iteration 16Q (104248.640000 sec): 3 clusters
  Score: Raw -94684.401458 + Penalty 2319.873736 = -92364.527722
  nChanged 8
		SP:Iteration 17Q (104248.660000 sec): 3 clusters
  Score: Raw -94690.873465 + Penalty 2319.873736 = -92370.999729
  nChanged 6
		SP:Iteration 18Q (104248.690000 sec): 3 clusters
  Score: Raw -94697.545326 + Penalty 2319.873736 = -92377.671590
  nChanged 8
		SP:Iteration 19Q (104248.710000 sec): 3 clusters
  Score: Raw -94707.266708 + Penalty 2319.873736 = -92387.392972
  nChanged 7
		SP:Iteration 20F (104248.740000 sec): 3 clusters
  Score: Raw -94714.341774 + Penalty 2319.873736 = -92394.468038
  nChanged 7
		SP:Iteration 21Q (104248.760000 sec): 3 clusters
  Score: Raw -94717.628300 + Penalty 2319.873736 = -92397.754564
  nChanged 0
		SP:Iteration 22F (104248.780000 sec): 3 clusters
  Score: Raw -94717.628300 + Penalty 2319.873736 = -92397.754564
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 7 (3661 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (104248.860000 sec): 2 clusters
  Score: Raw -293809.704193 + Penalty 1333.392387 = -292476.311806
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (104248.930000 sec): 3 clusters
  Score: Raw -292027.030772 + Penalty 2666.784774 = -289360.245998
  nChanged 1398
		SP:Iteration 1F (104249.000000 sec): 3 clusters
  Score: Raw -292956.046711 + Penalty 2666.784774 = -290289.261937
  nChanged 331
		SP:Iteration 2F (104249.070000 sec): 3 clusters
  Score: Raw -293205.227024 + Penalty 2666.784774 = -290538.442250
  nChanged 233
		SP:Iteration 3F (104249.140000 sec): 3 clusters
  Score: Raw -293412.682198 + Penalty 2666.784774 = -290745.897424
  nChanged 230
		SP:Iteration 4F (104249.210000 sec): 3 clusters
  Score: Raw -293608.504165 + Penalty 2666.784774 = -290941.719390
  nChanged 194
		SP:Iteration 5F (104249.280000 sec): 3 clusters
  Score: Raw -293793.053953 + Penalty 2666.784774 = -291126.269179
  nChanged 199
		SP:Iteration 6F (104249.340000 sec): 3 clusters
  Score: Raw -293953.788033 + Penalty 2666.784774 = -291287.003259
  nChanged 148
		SP:Iteration 7Q (104249.410000 sec): 3 clusters
  Score: Raw -294071.203818 + Penalty 2666.784774 = -291404.419044
  nChanged 111
		SP:Iteration 8Q (104249.480000 sec): 3 clusters
  Score: Raw -294144.712521 + Penalty 2666.784774 = -291477.927747
  nChanged 93
		SP:Iteration 9Q (104249.550000 sec): 3 clusters
  Score: Raw -294193.403234 + Penalty 2666.784774 = -291526.618460
  nChanged 59
		SP:Iteration 10Q (104249.620000 sec): 3 clusters
  Score: Raw -294221.232457 + Penalty 2666.784774 = -291554.447682
  nChanged 41
		SP:Iteration 11Q (104249.690000 sec): 3 clusters
  Score: Raw -294240.806977 + Penalty 2666.784774 = -291574.022202
  nChanged 36
		SP:Iteration 12Q (104249.760000 sec): 3 clusters
  Score: Raw -294260.869748 + Penalty 2666.784774 = -291594.084973
  nChanged 37
		SP:Iteration 13Q (104249.830000 sec): 3 clusters
  Score: Raw -294279.373420 + Penalty 2666.784774 = -291612.588645
  nChanged 35
		SP:Iteration 14Q (104249.900000 sec): 3 clusters
  Score: Raw -294294.477396 + Penalty 2666.784774 = -291627.692622
  nChanged 23
		SP:Iteration 15Q (104249.960000 sec): 3 clusters
  Score: Raw -294305.432954 + Penalty 2666.784774 = -291638.648180
  nChanged 18
		SP:Iteration 16Q (104250.040000 sec): 3 clusters
  Score: Raw -294313.427859 + Penalty 2666.784774 = -291646.643085
  nChanged 18
		SP:Iteration 17Q (104250.100000 sec): 3 clusters
  Score: Raw -294319.049160 + Penalty 2666.784774 = -291652.264386
  nChanged 11
		SP:Iteration 18Q (104250.170000 sec): 3 clusters
  Score: Raw -294322.241683 + Penalty 2666.784774 = -291655.456908
  nChanged 5
		SP:Iteration 19Q (104250.240000 sec): 3 clusters
  Score: Raw -294323.307009 + Penalty 2666.784774 = -291656.522235
  nChanged 2
		SP:Iteration 20F (104250.310000 sec): 3 clusters
  Score: Raw -294324.071935 + Penalty 2666.784774 = -291657.287161
  nChanged 3
		SP:Iteration 21Q (104250.380000 sec): 3 clusters
  Score: Raw -294324.500851 + Penalty 2666.784774 = -291657.716077
  nChanged 1
		SP:Iteration 22Q (104250.450000 sec): 3 clusters
  Score: Raw -294324.667771 + Penalty 2666.784774 = -291657.882997
  nChanged 0
		SP:Iteration 23F (104250.520000 sec): 3 clusters
  Score: Raw -294324.667771 + Penalty 2666.784774 = -291657.882997
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 8 (7506 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (104250.620000 sec): 2 clusters
  Score: Raw -637920.555127 + Penalty 1450.061922 = -636470.493205
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (104250.760000 sec): 3 clusters
  Score: Raw -633833.204797 + Penalty 2900.123843 = -630933.080954
  nChanged 3142
		SP:Iteration 1F (104250.880000 sec): 3 clusters
  Score: Raw -635589.055041 + Penalty 2900.123843 = -632688.931198
  nChanged 538
		SP:Iteration 2F (104251.000000 sec): 3 clusters
  Score: Raw -635863.805250 + Penalty 2900.123843 = -632963.681406
  nChanged 423
		SP:Iteration 3F (104251.120000 sec): 3 clusters
  Score: Raw -636074.525171 + Penalty 2900.123843 = -633174.401328
  nChanged 363
		SP:Iteration 4Q (104251.250000 sec): 3 clusters
  Score: Raw -636264.139425 + Penalty 2900.123843 = -633364.015581
  nChanged 346
		SP:Iteration 5Q (104251.370000 sec): 3 clusters
  Score: Raw -636436.383635 + Penalty 2900.123843 = -633536.259791
  nChanged 291
		SP:Iteration 6Q (104251.500000 sec): 3 clusters
  Score: Raw -636596.669123 + Penalty 2900.123843 = -633696.545279
  nChanged 297
		SP:Iteration 7Q (104251.620000 sec): 3 clusters
  Score: Raw -636759.194016 + Penalty 2900.123843 = -633859.070172
  nChanged 283
		SP:Iteration 8Q (104251.740000 sec): 3 clusters
  Score: Raw -636913.509526 + Penalty 2900.123843 = -634013.385683
  nChanged 289
		SP:Iteration 9Q (104251.870000 sec): 3 clusters
  Score: Raw -637084.372308 + Penalty 2900.123843 = -634184.248465
  nChanged 280
		SP:Iteration 10Q (104251.990000 sec): 3 clusters
  Score: Raw -637268.072751 + Penalty 2900.123843 = -634367.948908
  nChanged 277
		SP:Iteration 11Q (104252.120000 sec): 3 clusters
  Score: Raw -637451.440365 + Penalty 2900.123843 = -634551.316522
  nChanged 236
		SP:Iteration 12Q (104252.240000 sec): 3 clusters
  Score: Raw -637613.124606 + Penalty 2900.123843 = -634713.000763
  nChanged 214
		SP:Iteration 13Q (104252.360000 sec): 3 clusters
  Score: Raw -637763.747214 + Penalty 2900.123843 = -634863.623370
  nChanged 178
		SP:Iteration 14Q (104252.480000 sec): 3 clusters
  Score: Raw -637898.181715 + Penalty 2900.123843 = -634998.057872
  nChanged 140
		SP:Iteration 15Q (104252.600000 sec): 3 clusters
  Score: Raw -637995.247405 + Penalty 2900.123843 = -635095.123561
  nChanged 135
		SP:Iteration 16Q (104252.730000 sec): 3 clusters
  Score: Raw -638086.617513 + Penalty 2900.123843 = -635186.493670
  nChanged 114
		SP:Iteration 17Q (104252.840000 sec): 3 clusters
  Score: Raw -638155.171092 + Penalty 2900.123843 = -635255.047249
  nChanged 87
		SP:Iteration 18Q (104252.960000 sec): 3 clusters
  Score: Raw -638202.419266 + Penalty 2900.123843 = -635302.295423
  nChanged 78
		SP:Iteration 19Q (104253.080000 sec): 3 clusters
  Score: Raw -638249.336660 + Penalty 2900.123843 = -635349.212816
  nChanged 68
		SP:Iteration 20F (104253.210000 sec): 3 clusters
  Score: Raw -638287.832635 + Penalty 2900.123843 = -635387.708792
  nChanged 65
		SP:Iteration 21Q (104253.320000 sec): 3 clusters
  Score: Raw -638322.635386 + Penalty 2900.123843 = -635422.511543
  nChanged 52
		SP:Iteration 22Q (104253.440000 sec): 3 clusters
  Score: Raw -638347.479572 + Penalty 2900.123843 = -635447.355728
  nChanged 43
		SP:Iteration 23Q (104253.560000 sec): 3 clusters
  Score: Raw -638366.728508 + Penalty 2900.123843 = -635466.604665
  nChanged 34
		SP:Iteration 24Q (104253.680000 sec): 3 clusters
  Score: Raw -638382.298960 + Penalty 2900.123843 = -635482.175116
  nChanged 34
		SP:Iteration 25Q (104253.800000 sec): 3 clusters
  Score: Raw -638392.944658 + Penalty 2900.123843 = -635492.820814
  nChanged 19
		SP:Iteration 26Q (104253.920000 sec): 3 clusters
  Score: Raw -638396.805614 + Penalty 2900.123843 = -635496.681771
  nChanged 15
		SP:Iteration 27Q (104254.040000 sec): 3 clusters
  Score: Raw -638402.170375 + Penalty 2900.123843 = -635502.046531
  nChanged 15
		SP:Iteration 28Q (104254.160000 sec): 3 clusters
  Score: Raw -638407.705249 + Penalty 2900.123843 = -635507.581405
  nChanged 12
		SP:Iteration 29Q (104254.280000 sec): 3 clusters
  Score: Raw -638411.643233 + Penalty 2900.123843 = -635511.519390
  nChanged 11
		SP:Iteration 30Q (104254.410000 sec): 3 clusters
  Score: Raw -638414.461709 + Penalty 2900.123843 = -635514.337865
  nChanged 13
		SP:Iteration 31Q (104254.540000 sec): 3 clusters
  Score: Raw -638419.899370 + Penalty 2900.123843 = -635519.775527
  nChanged 16
		SP:Iteration 32Q (104254.660000 sec): 3 clusters
  Score: Raw -638424.071356 + Penalty 2900.123843 = -635523.947512
  nChanged 14
		SP:Iteration 33Q (104254.780000 sec): 3 clusters
  Score: Raw -638430.421194 + Penalty 2900.123843 = -635530.297351
  nChanged 8
		SP:Iteration 34Q (104254.910000 sec): 3 clusters
  Score: Raw -638432.250558 + Penalty 2900.123843 = -635532.126715
  nChanged 7
		SP:Iteration 35Q (104255.040000 sec): 3 clusters
  Score: Raw -638433.612815 + Penalty 2900.123843 = -635533.488972
  nChanged 3
		SP:Iteration 36Q (104255.160000 sec): 3 clusters
  Score: Raw -638434.551749 + Penalty 2900.123843 = -635534.427906
  nChanged 3
		SP:Iteration 37Q (104255.280000 sec): 3 clusters
  Score: Raw -638434.940651 + Penalty 2900.123843 = -635534.816808
  nChanged 3
		SP:Iteration 38Q (104255.410000 sec): 3 clusters
  Score: Raw -638435.407299 + Penalty 2900.123843 = -635535.283456
  nChanged 3
		SP:Iteration 39Q (104255.530000 sec): 3 clusters
  Score: Raw -638436.185371 + Penalty 2900.123843 = -635536.061528
  nChanged 3
		SP:Iteration 40F (104255.660000 sec): 3 clusters
  Score: Raw -638437.220086 + Penalty 2900.123843 = -635537.096243
  nChanged 4
		SP:Iteration 41Q (104255.790000 sec): 3 clusters
  Score: Raw -638438.496144 + Penalty 2900.123843 = -635538.372301
  nChanged 7
		SP:Iteration 42Q (104255.910000 sec): 3 clusters
  Score: Raw -638440.389864 + Penalty 2900.123843 = -635540.266020
  nChanged 4
		SP:Iteration 43Q (104256.040000 sec): 3 clusters
  Score: Raw -638441.615584 + Penalty 2900.123843 = -635541.491741
  nChanged 7
		SP:Iteration 44Q (104256.160000 sec): 3 clusters
  Score: Raw -638443.550732 + Penalty 2900.123843 = -635543.426889
  nChanged 4
		SP:Iteration 45Q (104256.280000 sec): 3 clusters
  Score: Raw -638444.789335 + Penalty 2900.123843 = -635544.665492
  nChanged 2
		SP:Iteration 46Q (104256.410000 sec): 3 clusters
  Score: Raw -638445.213331 + Penalty 2900.123843 = -635545.089488
  nChanged 3
		SP:Iteration 47Q (104256.530000 sec): 3 clusters
  Score: Raw -638446.484244 + Penalty 2900.123843 = -635546.360401
  nChanged 3
		SP:Iteration 48Q (104256.660000 sec): 3 clusters
  Score: Raw -638447.557295 + Penalty 2900.123843 = -635547.433452
  nChanged 6
		SP:Iteration 49Q (104256.790000 sec): 3 clusters
  Score: Raw -638450.564099 + Penalty 2900.123843 = -635550.440256
  nChanged 6
		SP:Iteration 50Q (104256.920000 sec): 3 clusters
  Score: Raw -638452.433411 + Penalty 2900.123843 = -635552.309568
  nChanged 3
		SP:Iteration 51Q (104257.050000 sec): 3 clusters
  Score: Raw -638453.574511 + Penalty 2900.123843 = -635553.450668
  nChanged 1
		SP:Iteration 52Q (104257.170000 sec): 3 clusters
  Score: Raw -638453.892316 + Penalty 2900.123843 = -635553.768472
  nChanged 2
		SP:Iteration 53Q (104257.300000 sec): 3 clusters
  Score: Raw -638454.463357 + Penalty 2900.123843 = -635554.339513
  nChanged 4
		SP:Iteration 54Q (104257.430000 sec): 3 clusters
  Score: Raw -638456.583253 + Penalty 2900.123843 = -635556.459410
  nChanged 8
		SP:Iteration 55Q (104257.560000 sec): 3 clusters
  Score: Raw -638458.970509 + Penalty 2900.123843 = -635558.846666
  nChanged 8
		SP:Iteration 56Q (104257.680000 sec): 3 clusters
  Score: Raw -638462.092130 + Penalty 2900.123843 = -635561.968286
  nChanged 6
		SP:Iteration 57Q (104257.810000 sec): 3 clusters
  Score: Raw -638464.237692 + Penalty 2900.123843 = -635564.113848
  nChanged 7
		SP:Iteration 58Q (104257.940000 sec): 3 clusters
  Score: Raw -638466.697101 + Penalty 2900.123843 = -635566.573258
  nChanged 9
		SP:Iteration 59Q (104258.070000 sec): 3 clusters
  Score: Raw -638469.875326 + Penalty 2900.123843 = -635569.751483
  nChanged 7
		SP:Iteration 60F (104258.200000 sec): 3 clusters
  Score: Raw -638472.258119 + Penalty 2900.123843 = -635572.134275
  nChanged 6
		SP:Iteration 61Q (104258.330000 sec): 3 clusters
  Score: Raw -638473.810756 + Penalty 2900.123843 = -635573.686913
  nChanged 8
		SP:Iteration 62Q (104258.450000 sec): 3 clusters
  Score: Raw -638475.815416 + Penalty 2900.123843 = -635575.691572
  nChanged 4
		SP:Iteration 63Q (104258.580000 sec): 3 clusters
  Score: Raw -638477.021619 + Penalty 2900.123843 = -635576.897776
  nChanged 3
		SP:Iteration 64Q (104258.710000 sec): 3 clusters
  Score: Raw -638478.859852 + Penalty 2900.123843 = -635578.736009
  nChanged 7
		SP:Iteration 65Q (104258.820000 sec): 3 clusters
  Score: Raw -638480.936357 + Penalty 2900.123843 = -635580.812514
  nChanged 2
		SP:Iteration 66Q (104258.950000 sec): 3 clusters
  Score: Raw -638481.913533 + Penalty 2900.123843 = -635581.789689
  nChanged 1
		SP:Iteration 67Q (104259.070000 sec): 3 clusters
  Score: Raw -638481.995553 + Penalty 2900.123843 = -635581.871710
  nChanged 1
		SP:Iteration 68Q (104259.190000 sec): 3 clusters
  Score: Raw -638482.134712 + Penalty 2900.123843 = -635582.010869
  nChanged 1
		SP:Iteration 69Q (104259.320000 sec): 3 clusters
  Score: Raw -638482.314609 + Penalty 2900.123843 = -635582.190765
  nChanged 0
		SP:Iteration 70F (104259.450000 sec): 3 clusters
  Score: Raw -638482.314609 + Penalty 2900.123843 = -635582.190765
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 9 (1769 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (104259.510000 sec): 2 clusters
  Score: Raw -158554.915615 + Penalty 1215.202575 = -157339.713039
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (104259.550000 sec): 3 clusters
  Score: Raw -157842.857630 + Penalty 2430.405151 = -155412.452479
  nChanged 592
		SP:Iteration 1F (104259.580000 sec): 3 clusters
  Score: Raw -158191.962793 + Penalty 2430.405151 = -155761.557642
  nChanged 133
		SP:Iteration 2F (104259.620000 sec): 3 clusters
  Score: Raw -158300.366683 + Penalty 2430.405151 = -155869.961533
  nChanged 93
		SP:Iteration 3F (104259.650000 sec): 3 clusters
  Score: Raw -158370.073329 + Penalty 2430.405151 = -155939.668178
  nChanged 62
		SP:Iteration 4Q (104259.690000 sec): 3 clusters
  Score: Raw -158416.293889 + Penalty 2430.405151 = -155985.888738
  nChanged 48
		SP:Iteration 5Q (104259.720000 sec): 3 clusters
  Score: Raw -158456.593987 + Penalty 2430.405151 = -156026.188836
  nChanged 42
		SP:Iteration 6Q (104259.760000 sec): 3 clusters
  Score: Raw -158493.090029 + Penalty 2430.405151 = -156062.684879
  nChanged 50
		SP:Iteration 7Q (104259.790000 sec): 3 clusters
  Score: Raw -158531.940218 + Penalty 2430.405151 = -156101.535067
  nChanged 45
		SP:Iteration 8Q (104259.830000 sec): 3 clusters
  Score: Raw -158561.790671 + Penalty 2430.405151 = -156131.385520
  nChanged 37
		SP:Iteration 9Q (104259.860000 sec): 3 clusters
  Score: Raw -158599.641445 + Penalty 2430.405151 = -156169.236294
  nChanged 52
		SP:Iteration 10Q (104259.890000 sec): 3 clusters
  Score: Raw -158651.839322 + Penalty 2430.405151 = -156221.434171
  nChanged 54
		SP:Iteration 11Q (104259.930000 sec): 3 clusters
  Score: Raw -158705.905268 + Penalty 2430.405151 = -156275.500117
  nChanged 51
		SP:Iteration 12Q (104259.970000 sec): 3 clusters
  Score: Raw -158758.856783 + Penalty 2430.405151 = -156328.451633
  nChanged 55
		SP:Iteration 13Q (104260.000000 sec): 3 clusters
  Score: Raw -158807.557624 + Penalty 2430.405151 = -156377.152473
  nChanged 50
		SP:Iteration 14Q (104260.030000 sec): 3 clusters
  Score: Raw -158851.613410 + Penalty 2430.405151 = -156421.208259
  nChanged 39
		SP:Iteration 15Q (104260.070000 sec): 3 clusters
  Score: Raw -158884.728260 + Penalty 2430.405151 = -156454.323109
  nChanged 37
		SP:Iteration 16Q (104260.100000 sec): 3 clusters
  Score: Raw -158918.791173 + Penalty 2430.405151 = -156488.386022
  nChanged 38
		SP:Iteration 17Q (104260.130000 sec): 3 clusters
  Score: Raw -158942.870468 + Penalty 2430.405151 = -156512.465318
  nChanged 21
		SP:Iteration 18Q (104260.170000 sec): 3 clusters
  Score: Raw -158954.801586 + Penalty 2430.405151 = -156524.396436
  nChanged 10
		SP:Iteration 19Q (104260.200000 sec): 3 clusters
  Score: Raw -158960.155533 + Penalty 2430.405151 = -156529.750382
  nChanged 7
		SP:Iteration 20F (104260.240000 sec): 3 clusters
  Score: Raw -158963.552783 + Penalty 2430.405151 = -156533.147632
  nChanged 5
		SP:Iteration 21Q (104260.270000 sec): 3 clusters
  Score: Raw -158967.139481 + Penalty 2430.405151 = -156536.734330
  nChanged 6
		SP:Iteration 22Q (104260.310000 sec): 3 clusters
  Score: Raw -158973.714902 + Penalty 2430.405151 = -156543.309751
  nChanged 3
		SP:Iteration 23Q (104260.340000 sec): 3 clusters
  Score: Raw -158974.892135 + Penalty 2430.405151 = -156544.486984
  nChanged 1
		SP:Iteration 24Q (104260.370000 sec): 3 clusters
  Score: Raw -158975.267956 + Penalty 2430.405151 = -156544.862805
  nChanged 0
		SP:Iteration 25F (104260.410000 sec): 3 clusters
  Score: Raw -158975.267956 + Penalty 2430.405151 = -156544.862805
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 10 (18766 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (104260.620000 sec): 2 clusters
  Score: Raw -1538846.269673 + Penalty 1598.967825 = -1537247.301848
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (104260.890000 sec): 3 clusters
  Score: Raw -1527734.557645 + Penalty 3197.935650 = -1524536.621995
  nChanged 8416
		SP:Iteration 1F (104261.120000 sec): 3 clusters
  Score: Raw -1532416.978366 + Penalty 3197.935650 = -1529219.042716
  nChanged 1139
		SP:Iteration 2F (104261.370000 sec): 3 clusters
  Score: Raw -1532951.449227 + Penalty 3197.935650 = -1529753.513577
  nChanged 1102
		SP:Iteration 3F (104261.610000 sec): 3 clusters
  Score: Raw -1533510.625512 + Penalty 3197.935650 = -1530312.689862
  nChanged 1101
		SP:Iteration 4F (104261.830000 sec): 3 clusters
  Score: Raw -1534156.305285 + Penalty 3197.935650 = -1530958.369635
  nChanged 1126
		SP:Iteration 5F (104262.070000 sec): 3 clusters
  Score: Raw -1534919.864366 + Penalty 3197.935650 = -1531721.928716
  nChanged 1129
		SP:Iteration 6F (104262.330000 sec): 3 clusters
  Score: Raw -1535714.887733 + Penalty 3197.935650 = -1532516.952083
  nChanged 1092
		SP:Iteration 7F (104262.570000 sec): 3 clusters
  Score: Raw -1536526.934469 + Penalty 3197.935650 = -1533328.998819
  nChanged 950
		SP:Iteration 8F (104262.790000 sec): 3 clusters
  Score: Raw -1537173.877868 + Penalty 3197.935650 = -1533975.942218
  nChanged 778
		SP:Iteration 9Q (104263.040000 sec): 3 clusters
  Score: Raw -1537673.641196 + Penalty 3197.935650 = -1534475.705546
  nChanged 642
		SP:Iteration 10Q (104263.270000 sec): 3 clusters
  Score: Raw -1538014.354679 + Penalty 3197.935650 = -1534816.419029
  nChanged 437
		SP:Iteration 11Q (104263.520000 sec): 3 clusters
  Score: Raw -1538177.871912 + Penalty 3197.935650 = -1534979.936261
  nChanged 308
		SP:Iteration 12Q (104263.740000 sec): 3 clusters
  Score: Raw -1538262.238562 + Penalty 3197.935650 = -1535064.302911
  nChanged 241
		SP:Iteration 13Q (104263.990000 sec): 3 clusters
  Score: Raw -1538320.966134 + Penalty 3197.935650 = -1535123.030483
  nChanged 176
		SP:Iteration 14Q (104264.240000 sec): 3 clusters
  Score: Raw -1538354.054241 + Penalty 3197.935650 = -1535156.118591
  nChanged 145
		SP:Iteration 15Q (104264.530000 sec): 3 clusters
  Score: Raw -1538380.711482 + Penalty 3197.935650 = -1535182.775832
  nChanged 106
		SP:Iteration 16Q (104264.770000 sec): 3 clusters
  Score: Raw -1538398.780792 + Penalty 3197.935650 = -1535200.845142
  nChanged 92
		SP:Iteration 17Q (104265.020000 sec): 3 clusters
  Score: Raw -1538412.549917 + Penalty 3197.935650 = -1535214.614267
  nChanged 74
		SP:Iteration 18Q (104265.270000 sec): 3 clusters
  Score: Raw -1538421.862069 + Penalty 3197.935650 = -1535223.926419
  nChanged 56
		SP:Iteration 19Q (104265.500000 sec): 3 clusters
  Score: Raw -1538427.850508 + Penalty 3197.935650 = -1535229.914858
  nChanged 38
		SP:Iteration 20F (104265.740000 sec): 3 clusters
  Score: Raw -1538431.066844 + Penalty 3197.935650 = -1535233.131194
  nChanged 27
		SP:Iteration 21Q (104265.990000 sec): 3 clusters
  Score: Raw -1538433.062475 + Penalty 3197.935650 = -1535235.126825
  nChanged 23
		SP:Iteration 22Q (104266.270000 sec): 3 clusters
  Score: Raw -1538434.837055 + Penalty 3197.935650 = -1535236.901405
  nChanged 17
		SP:Iteration 23Q (104266.510000 sec): 3 clusters
  Score: Raw -1538436.323459 + Penalty 3197.935650 = -1535238.387809
  nChanged 22
		SP:Iteration 24Q (104266.770000 sec): 3 clusters
  Score: Raw -1538438.418467 + Penalty 3197.935650 = -1535240.482817
  nChanged 19
		SP:Iteration 25Q (104267.010000 sec): 3 clusters
  Score: Raw -1538439.582490 + Penalty 3197.935650 = -1535241.646839
  nChanged 16
		SP:Iteration 26Q (104267.240000 sec): 3 clusters
  Score: Raw -1538440.693221 + Penalty 3197.935650 = -1535242.757571
  nChanged 9
		SP:Iteration 27Q (104267.480000 sec): 3 clusters
  Score: Raw -1538441.343034 + Penalty 3197.935650 = -1535243.407383
  nChanged 17
		SP:Iteration 28Q (104267.710000 sec): 3 clusters
  Score: Raw -1538442.698271 + Penalty 3197.935650 = -1535244.762621
  nChanged 13
		SP:Iteration 29Q (104267.950000 sec): 3 clusters
  Score: Raw -1538443.550307 + Penalty 3197.935650 = -1535245.614657
  nChanged 9
		SP:Iteration 30Q (104268.200000 sec): 3 clusters
  Score: Raw -1538444.433464 + Penalty 3197.935650 = -1535246.497814
  nChanged 15
		SP:Iteration 31Q (104268.450000 sec): 3 clusters
  Score: Raw -1538445.637728 + Penalty 3197.935650 = -1535247.702078
  nChanged 13
		SP:Iteration 32Q (104268.670000 sec): 3 clusters
  Score: Raw -1538446.562338 + Penalty 3197.935650 = -1535248.626687
  nChanged 11
		SP:Iteration 33Q (104268.920000 sec): 3 clusters
  Score: Raw -1538447.449646 + Penalty 3197.935650 = -1535249.513996
  nChanged 10
		SP:Iteration 34Q (104269.170000 sec): 3 clusters
  Score: Raw -1538447.993871 + Penalty 3197.935650 = -1535250.058221
  nChanged 10
		SP:Iteration 35Q (104269.450000 sec): 3 clusters
  Score: Raw -1538448.729041 + Penalty 3197.935650 = -1535250.793391
  nChanged 8
		SP:Iteration 36Q (104269.690000 sec): 3 clusters
  Score: Raw -1538449.264802 + Penalty 3197.935650 = -1535251.329152
  nChanged 14
		SP:Iteration 37Q (104269.950000 sec): 3 clusters
  Score: Raw -1538450.223271 + Penalty 3197.935650 = -1535252.287621
  nChanged 11
		SP:Iteration 38Q (104270.200000 sec): 3 clusters
  Score: Raw -1538451.121347 + Penalty 3197.935650 = -1535253.185696
  nChanged 7
		SP:Iteration 39Q (104270.420000 sec): 3 clusters
  Score: Raw -1538451.580553 + Penalty 3197.935650 = -1535253.644903
  nChanged 7
		SP:Iteration 40F (104270.660000 sec): 3 clusters
  Score: Raw -1538451.962387 + Penalty 3197.935650 = -1535254.026737
  nChanged 8
		SP:Iteration 41Q (104270.880000 sec): 3 clusters
  Score: Raw -1538452.582207 + Penalty 3197.935650 = -1535254.646556
  nChanged 9
		SP:Iteration 42Q (104271.130000 sec): 3 clusters
  Score: Raw -1538453.103600 + Penalty 3197.935650 = -1535255.167950
  nChanged 15
		SP:Iteration 43Q (104271.380000 sec): 3 clusters
  Score: Raw -1538454.268360 + Penalty 3197.935650 = -1535256.332709
  nChanged 14
		SP:Iteration 44Q (104271.660000 sec): 3 clusters
  Score: Raw -1538455.390162 + Penalty 3197.935650 = -1535257.454511
  nChanged 17
		SP:Iteration 45Q (104271.900000 sec): 3 clusters
  Score: Raw -1538456.695087 + Penalty 3197.935650 = -1535258.759437
  nChanged 10
		SP:Iteration 46Q (104272.160000 sec): 3 clusters
  Score: Raw -1538457.427858 + Penalty 3197.935650 = -1535259.492208
  nChanged 8
		SP:Iteration 47Q (104272.410000 sec): 3 clusters
  Score: Raw -1538458.106855 + Penalty 3197.935650 = -1535260.171204
  nChanged 9
		SP:Iteration 48Q (104272.630000 sec): 3 clusters
  Score: Raw -1538458.865238 + Penalty 3197.935650 = -1535260.929588
  nChanged 7
		SP:Iteration 49Q (104272.870000 sec): 3 clusters
  Score: Raw -1538459.473281 + Penalty 3197.935650 = -1535261.537630
  nChanged 6
		SP:Iteration 50Q (104273.130000 sec): 3 clusters
  Score: Raw -1538459.824648 + Penalty 3197.935650 = -1535261.888998
  nChanged 3
		SP:Iteration 51Q (104273.370000 sec): 3 clusters
  Score: Raw -1538459.903047 + Penalty 3197.935650 = -1535261.967397
  nChanged 0
		SP:Iteration 52F (104273.600000 sec): 3 clusters
  Score: Raw -1538459.903047 + Penalty 3197.935650 = -1535261.967397
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 11 (1642 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (104273.650000 sec): 2 clusters
  Score: Raw -139033.722196 + Penalty 1203.096422 = -137830.625774
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (104273.680000 sec): 3 clusters
  Score: Raw -138407.172706 + Penalty 2406.192844 = -136000.979862
  nChanged 540
		SP:Iteration 1F (104273.720000 sec): 3 clusters
  Score: Raw -138825.054166 + Penalty 2406.192844 = -136418.861322
  nChanged 129
		SP:Iteration 2F (104273.750000 sec): 3 clusters
  Score: Raw -138956.135343 + Penalty 2406.192844 = -136549.942499
  nChanged 90
		SP:Iteration 3F (104273.780000 sec): 3 clusters
  Score: Raw -139068.470482 + Penalty 2406.192844 = -136662.277637
  nChanged 87
		SP:Iteration 4F (104273.810000 sec): 3 clusters
  Score: Raw -139190.966728 + Penalty 2406.192844 = -136784.773884
  nChanged 86
		SP:Iteration 5F (104273.840000 sec): 3 clusters
  Score: Raw -139329.136933 + Penalty 2406.192844 = -136922.944088
  nChanged 86
		SP:Iteration 6F (104273.870000 sec): 3 clusters
  Score: Raw -139471.124920 + Penalty 2406.192844 = -137064.932075
  nChanged 78
		SP:Iteration 7Q (104273.900000 sec): 3 clusters
  Score: Raw -139607.709588 + Penalty 2406.192844 = -137201.516744
  nChanged 60
		SP:Iteration 8Q (104273.930000 sec): 3 clusters
  Score: Raw -139702.907794 + Penalty 2406.192844 = -137296.714949
  nChanged 53
		SP:Iteration 9Q (104273.960000 sec): 3 clusters
  Score: Raw -139775.820877 + Penalty 2406.192844 = -137369.628032
  nChanged 50
		SP:Iteration 10Q (104273.990000 sec): 3 clusters
  Score: Raw -139845.041354 + Penalty 2406.192844 = -137438.848509
  nChanged 29
		SP:Iteration 11Q (104274.020000 sec): 3 clusters
  Score: Raw -139881.501631 + Penalty 2406.192844 = -137475.308787
  nChanged 19
		SP:Iteration 12Q (104274.050000 sec): 3 clusters
  Score: Raw -139906.287489 + Penalty 2406.192844 = -137500.094645
  nChanged 19
		SP:Iteration 13Q (104274.080000 sec): 3 clusters
  Score: Raw -139942.548582 + Penalty 2406.192844 = -137536.355737
  nChanged 22
		SP:Iteration 14Q (104274.110000 sec): 3 clusters
  Score: Raw -139979.825218 + Penalty 2406.192844 = -137573.632374
  nChanged 18
		SP:Iteration 15Q (104274.140000 sec): 3 clusters
  Score: Raw -140007.208475 + Penalty 2406.192844 = -137601.015631
  nChanged 8
		SP:Iteration 16Q (104274.170000 sec): 3 clusters
  Score: Raw -140015.979339 + Penalty 2406.192844 = -137609.786495
  nChanged 6
		SP:Iteration 17Q (104274.200000 sec): 3 clusters
  Score: Raw -140022.584895 + Penalty 2406.192844 = -137616.392051
  nChanged 4
		SP:Iteration 18Q (104274.230000 sec): 3 clusters
  Score: Raw -140024.902258 + Penalty 2406.192844 = -137618.709414
  nChanged 1
		SP:Iteration 19Q (104274.260000 sec): 3 clusters
  Score: Raw -140025.715815 + Penalty 2406.192844 = -137619.522970
  nChanged 2
		SP:Iteration 20F (104274.290000 sec): 3 clusters
  Score: Raw -140026.971319 + Penalty 2406.192844 = -137620.778475
  nChanged 1
		SP:Iteration 21Q (104274.320000 sec): 3 clusters
  Score: Raw -140027.784801 + Penalty 2406.192844 = -137621.591956
  nChanged 2
		SP:Iteration 22Q (104274.350000 sec): 3 clusters
  Score: Raw -140030.600704 + Penalty 2406.192844 = -137624.407860
  nChanged 3
		SP:Iteration 23Q (104274.380000 sec): 3 clusters
  Score: Raw -140031.926107 + Penalty 2406.192844 = -137625.733263
  nChanged 1
		SP:Iteration 24Q (104274.410000 sec): 3 clusters
  Score: Raw -140032.222012 + Penalty 2406.192844 = -137626.029168
  nChanged 0
		SP:Iteration 25F (104274.440000 sec): 3 clusters
  Score: Raw -140032.222012 + Penalty 2406.192844 = -137626.029168
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 12 (10768 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (104274.580000 sec): 2 clusters
  Score: Raw -956139.243013 + Penalty 1508.704283 = -954630.538730
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (104274.740000 sec): 3 clusters
  Score: Raw -949945.164003 + Penalty 3017.408567 = -946927.755436
  nChanged 4671
		SP:Iteration 1F (104274.900000 sec): 3 clusters
  Score: Raw -952513.085308 + Penalty 3017.408567 = -949495.676741
  nChanged 680
		SP:Iteration 2F (104275.060000 sec): 3 clusters
  Score: Raw -952840.876607 + Penalty 3017.408567 = -949823.468040
  nChanged 640
		SP:Iteration 3F (104275.250000 sec): 3 clusters
  Score: Raw -953179.664207 + Penalty 3017.408567 = -950162.255640
  nChanged 634
		SP:Iteration 4F (104275.400000 sec): 3 clusters
  Score: Raw -953592.963143 + Penalty 3017.408567 = -950575.554576
  nChanged 684
		SP:Iteration 5F (104275.570000 sec): 3 clusters
  Score: Raw -954072.938210 + Penalty 3017.408567 = -951055.529643
  nChanged 655
		SP:Iteration 6F (104275.810000 sec): 3 clusters
  Score: Raw -954512.751197 + Penalty 3017.408567 = -951495.342630
  nChanged 639
		SP:Iteration 7F (104276.080000 sec): 3 clusters
  Score: Raw -954965.940201 + Penalty 3017.408567 = -951948.531634
  nChanged 619
		SP:Iteration 8F (104276.350000 sec): 3 clusters
  Score: Raw -955396.170889 + Penalty 3017.408567 = -952378.762323
  nChanged 535
		SP:Iteration 9Q (104276.580000 sec): 3 clusters
  Score: Raw -955740.767744 + Penalty 3017.408567 = -952723.359178
  nChanged 452
		SP:Iteration 10Q (104276.730000 sec): 3 clusters
  Score: Raw -955998.494665 + Penalty 3017.408567 = -952981.086098
  nChanged 342
		SP:Iteration 11Q (104276.880000 sec): 3 clusters
  Score: Raw -956154.436041 + Penalty 3017.408567 = -953137.027474
  nChanged 259
		SP:Iteration 12Q (104277.060000 sec): 3 clusters
  Score: Raw -956266.897251 + Penalty 3017.408567 = -953249.488684
  nChanged 233
		SP:Iteration 13Q (104277.220000 sec): 3 clusters
  Score: Raw -956349.128194 + Penalty 3017.408567 = -953331.719627
  nChanged 182
		SP:Iteration 14Q (104277.390000 sec): 3 clusters
  Score: Raw -956418.093398 + Penalty 3017.408567 = -953400.684831
  nChanged 164
		SP:Iteration 15Q (104277.550000 sec): 3 clusters
  Score: Raw -956482.131670 + Penalty 3017.408567 = -953464.723103
  nChanged 136
		SP:Iteration 16Q (104277.720000 sec): 3 clusters
  Score: Raw -956531.773994 + Penalty 3017.408567 = -953514.365427
  nChanged 129
		SP:Iteration 17Q (104277.890000 sec): 3 clusters
  Score: Raw -956574.679657 + Penalty 3017.408567 = -953557.271090
  nChanged 144
		SP:Iteration 18Q (104278.050000 sec): 3 clusters
  Score: Raw -956626.230048 + Penalty 3017.408567 = -953608.821481
  nChanged 140
		SP:Iteration 19Q (104278.230000 sec): 3 clusters
  Score: Raw -956681.038531 + Penalty 3017.408567 = -953663.629964
  nChanged 164
		SP:Iteration 20F (104278.380000 sec): 3 clusters
  Score: Raw -956742.447550 + Penalty 3017.408567 = -953725.038983
  nChanged 166
		SP:Iteration 21Q (104278.550000 sec): 3 clusters
  Score: Raw -956798.214966 + Penalty 3017.408567 = -953780.806400
  nChanged 151
		SP:Iteration 22Q (104278.710000 sec): 3 clusters
  Score: Raw -956849.257015 + Penalty 3017.408567 = -953831.848449
  nChanged 170
		SP:Iteration 23Q (104278.880000 sec): 3 clusters
  Score: Raw -956904.808532 + Penalty 3017.408567 = -953887.399965
  nChanged 171
		SP:Iteration 24Q (104279.070000 sec): 3 clusters
  Score: Raw -956954.509705 + Penalty 3017.408567 = -953937.101138
  nChanged 149
		SP:Iteration 25Q (104279.210000 sec): 3 clusters
  Score: Raw -956994.744931 + Penalty 3017.408567 = -953977.336365
  nChanged 132
		SP:Iteration 26Q (104279.370000 sec): 3 clusters
  Score: Raw -957029.710990 + Penalty 3017.408567 = -954012.302423
  nChanged 116
		SP:Iteration 27Q (104279.520000 sec): 3 clusters
  Score: Raw -957058.375554 + Penalty 3017.408567 = -954040.966987
  nChanged 115
		SP:Iteration 28Q (104279.690000 sec): 3 clusters
  Score: Raw -957086.031051 + Penalty 3017.408567 = -954068.622484
  nChanged 88
		SP:Iteration 29Q (104279.850000 sec): 3 clusters
  Score: Raw -957105.537130 + Penalty 3017.408567 = -954088.128564
  nChanged 88
		SP:Iteration 30Q (104280.010000 sec): 3 clusters
  Score: Raw -957125.675309 + Penalty 3017.408567 = -954108.266742
  nChanged 92
		SP:Iteration 31Q (104280.200000 sec): 3 clusters
  Score: Raw -957147.102963 + Penalty 3017.408567 = -954129.694396
  nChanged 80
		SP:Iteration 32Q (104280.350000 sec): 3 clusters
  Score: Raw -957164.856147 + Penalty 3017.408567 = -954147.447580
  nChanged 75
		SP:Iteration 33Q (104280.520000 sec): 3 clusters
  Score: Raw -957181.702679 + Penalty 3017.408567 = -954164.294112
  nChanged 60
		SP:Iteration 34Q (104280.670000 sec): 3 clusters
  Score: Raw -957194.493299 + Penalty 3017.408567 = -954177.084732
  nChanged 62
		SP:Iteration 35Q (104280.840000 sec): 3 clusters
  Score: Raw -957209.405243 + Penalty 3017.408567 = -954191.996676
  nChanged 70
		SP:Iteration 36Q (104281.030000 sec): 3 clusters
  Score: Raw -957224.070899 + Penalty 3017.408567 = -954206.662333
  nChanged 61
		SP:Iteration 37Q (104281.170000 sec): 3 clusters
  Score: Raw -957238.384412 + Penalty 3017.408567 = -954220.975846
  nChanged 50
		SP:Iteration 38Q (104281.350000 sec): 3 clusters
  Score: Raw -957248.155379 + Penalty 3017.408567 = -954230.746812
  nChanged 46
		SP:Iteration 39Q (104281.500000 sec): 3 clusters
  Score: Raw -957257.528673 + Penalty 3017.408567 = -954240.120106
  nChanged 43
		SP:Iteration 40F (104281.670000 sec): 3 clusters
  Score: Raw -957266.097844 + Penalty 3017.408567 = -954248.689277
  nChanged 33
		SP:Iteration 41Q (104281.820000 sec): 3 clusters
  Score: Raw -957271.286401 + Penalty 3017.408567 = -954253.877835
  nChanged 30
		SP:Iteration 42Q (104281.980000 sec): 3 clusters
  Score: Raw -957276.815794 + Penalty 3017.408567 = -954259.407227
  nChanged 37
		SP:Iteration 43Q (104282.170000 sec): 3 clusters
  Score: Raw -957283.241044 + Penalty 3017.408567 = -954265.832477
  nChanged 30
		SP:Iteration 44Q (104282.310000 sec): 3 clusters
  Score: Raw -957287.809042 + Penalty 3017.408567 = -954270.400475
  nChanged 27
		SP:Iteration 45Q (104282.480000 sec): 3 clusters
  Score: Raw -957291.738221 + Penalty 3017.408567 = -954274.329654
  nChanged 23
		SP:Iteration 46Q (104282.640000 sec): 3 clusters
  Score: Raw -957295.928195 + Penalty 3017.408567 = -954278.519628
  nChanged 26
		SP:Iteration 47Q (104282.790000 sec): 3 clusters
  Score: Raw -957300.061302 + Penalty 3017.408567 = -954282.652735
  nChanged 21
		SP:Iteration 48Q (104282.970000 sec): 3 clusters
  Score: Raw -957304.301378 + Penalty 3017.408567 = -954286.892811
  nChanged 22
		SP:Iteration 49Q (104283.120000 sec): 3 clusters
  Score: Raw -957308.520276 + Penalty 3017.408567 = -954291.111709
  nChanged 25
		SP:Iteration 50Q (104283.280000 sec): 3 clusters
  Score: Raw -957312.828402 + Penalty 3017.408567 = -954295.419835
  nChanged 19
		SP:Iteration 51Q (104283.470000 sec): 3 clusters
  Score: Raw -957315.759287 + Penalty 3017.408567 = -954298.350720
  nChanged 19
		SP:Iteration 52Q (104283.610000 sec): 3 clusters
  Score: Raw -957318.500090 + Penalty 3017.408567 = -954301.091523
  nChanged 16
		SP:Iteration 53Q (104283.780000 sec): 3 clusters
  Score: Raw -957321.115907 + Penalty 3017.408567 = -954303.707340
  nChanged 19
		SP:Iteration 54Q (104283.930000 sec): 3 clusters
  Score: Raw -957324.145259 + Penalty 3017.408567 = -954306.736693
  nChanged 15
		SP:Iteration 55Q (104284.090000 sec): 3 clusters
  Score: Raw -957326.795657 + Penalty 3017.408567 = -954309.387090
  nChanged 20
		SP:Iteration 56Q (104284.280000 sec): 3 clusters
  Score: Raw -957330.475709 + Penalty 3017.408567 = -954313.067142
  nChanged 20
		SP:Iteration 57Q (104284.420000 sec): 3 clusters
  Score: Raw -957334.169997 + Penalty 3017.408567 = -954316.761430
  nChanged 15
		SP:Iteration 58Q (104284.590000 sec): 3 clusters
  Score: Raw -957337.027267 + Penalty 3017.408567 = -954319.618700
  nChanged 16
		SP:Iteration 59Q (104284.740000 sec): 3 clusters
  Score: Raw -957339.436958 + Penalty 3017.408567 = -954322.028392
  nChanged 16
		SP:Iteration 60F (104284.910000 sec): 3 clusters
  Score: Raw -957342.435894 + Penalty 3017.408567 = -954325.027327
  nChanged 16
		SP:Iteration 61Q (104285.070000 sec): 3 clusters
  Score: Raw -957345.280895 + Penalty 3017.408567 = -954327.872328
  nChanged 11
		SP:Iteration 62Q (104285.210000 sec): 3 clusters
  Score: Raw -957346.834234 + Penalty 3017.408567 = -954329.425667
  nChanged 7
		SP:Iteration 63Q (104285.390000 sec): 3 clusters
  Score: Raw -957348.462940 + Penalty 3017.408567 = -954331.054374
  nChanged 13
		SP:Iteration 64Q (104285.570000 sec): 3 clusters
  Score: Raw -957350.822539 + Penalty 3017.408567 = -954333.413972
  nChanged 12
		SP:Iteration 65Q (104285.730000 sec): 3 clusters
  Score: Raw -957352.745015 + Penalty 3017.408567 = -954335.336448
  nChanged 8
		SP:Iteration 66Q (104285.880000 sec): 3 clusters
  Score: Raw -957353.973592 + Penalty 3017.408567 = -954336.565025
  nChanged 10
		SP:Iteration 67Q (104286.030000 sec): 3 clusters
  Score: Raw -957355.341724 + Penalty 3017.408567 = -954337.933157
  nChanged 8
		SP:Iteration 68Q (104286.210000 sec): 3 clusters
  Score: Raw -957356.893325 + Penalty 3017.408567 = -954339.484758
  nChanged 5
		SP:Iteration 69Q (104286.360000 sec): 3 clusters
  Score: Raw -957357.474781 + Penalty 3017.408567 = -954340.066214
  nChanged 5
		SP:Iteration 70Q (104286.520000 sec): 3 clusters
  Score: Raw -957357.966946 + Penalty 3017.408567 = -954340.558379
  nChanged 4
		SP:Iteration 71Q (104286.710000 sec): 3 clusters
  Score: Raw -957358.522138 + Penalty 3017.408567 = -954341.113571
  nChanged 5
		SP:Iteration 72Q (104286.850000 sec): 3 clusters
  Score: Raw -957359.370698 + Penalty 3017.408567 = -954341.962131
  nChanged 7
		SP:Iteration 73Q (104287.020000 sec): 3 clusters
  Score: Raw -957360.851283 + Penalty 3017.408567 = -954343.442716
  nChanged 9
		SP:Iteration 74Q (104287.170000 sec): 3 clusters
  Score: Raw -957362.142935 + Penalty 3017.408567 = -954344.734368
  nChanged 4
		SP:Iteration 75Q (104287.330000 sec): 3 clusters
  Score: Raw -957362.980763 + Penalty 3017.408567 = -954345.572196
  nChanged 7
		SP:Iteration 76Q (104287.510000 sec): 3 clusters
  Score: Raw -957363.855074 + Penalty 3017.408567 = -954346.446507
  nChanged 3
		SP:Iteration 77Q (104287.660000 sec): 3 clusters
  Score: Raw -957364.249508 + Penalty 3017.408567 = -954346.840941
  nChanged 5
		SP:Iteration 78Q (104287.830000 sec): 3 clusters
  Score: Raw -957364.833501 + Penalty 3017.408567 = -954347.424934
  nChanged 4
		SP:Iteration 79Q (104287.980000 sec): 3 clusters
  Score: Raw -957365.248391 + Penalty 3017.408567 = -954347.839824
  nChanged 2
		SP:Iteration 80F (104288.140000 sec): 3 clusters
  Score: Raw -957365.442508 + Penalty 3017.408567 = -954348.033941
  nChanged 1
		SP:Iteration 81Q (104288.330000 sec): 3 clusters
  Score: Raw -957365.535726 + Penalty 3017.408567 = -954348.127159
  nChanged 1
		SP:Iteration 82Q (104288.470000 sec): 3 clusters
  Score: Raw -957365.646463 + Penalty 3017.408567 = -954348.237896
  nChanged 1
		SP:Iteration 83Q (104288.640000 sec): 3 clusters
  Score: Raw -957365.797575 + Penalty 3017.408567 = -954348.389008
  nChanged 0
		SP:Iteration 84F (104288.790000 sec): 3 clusters
  Score: Raw -957365.797575 + Penalty 3017.408567 = -954348.389008
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 13 (5389 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (104288.890000 sec): 2 clusters
  Score: Raw -513230.271587 + Penalty 1396.218707 = -511834.052881
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (104289.020000 sec): 3 clusters
  Score: Raw -510376.086592 + Penalty 2792.437413 = -507583.649179
  nChanged 2202
		SP:Iteration 1F (104289.110000 sec): 3 clusters
  Score: Raw -511573.264865 + Penalty 2792.437413 = -508780.827452
  nChanged 337
		SP:Iteration 2F (104289.210000 sec): 3 clusters
  Score: Raw -511761.345361 + Penalty 2792.437413 = -508968.907948
  nChanged 255
		SP:Iteration 3Q (104289.310000 sec): 3 clusters
  Score: Raw -511907.674215 + Penalty 2792.437413 = -509115.236801
  nChanged 236
		SP:Iteration 4Q (104289.410000 sec): 3 clusters
  Score: Raw -512051.622771 + Penalty 2792.437413 = -509259.185358
  nChanged 231
		SP:Iteration 5Q (104289.510000 sec): 3 clusters
  Score: Raw -512196.586853 + Penalty 2792.437413 = -509404.149440
  nChanged 236
		SP:Iteration 6Q (104289.610000 sec): 3 clusters
  Score: Raw -512372.769441 + Penalty 2792.437413 = -509580.332027
  nChanged 245
		SP:Iteration 7Q (104289.710000 sec): 3 clusters
  Score: Raw -512556.547463 + Penalty 2792.437413 = -509764.110049
  nChanged 233
		SP:Iteration 8Q (104289.800000 sec): 3 clusters
  Score: Raw -512746.790760 + Penalty 2792.437413 = -509954.353347
  nChanged 202
		SP:Iteration 9Q (104289.910000 sec): 3 clusters
  Score: Raw -512905.513852 + Penalty 2792.437413 = -510113.076439
  nChanged 184
		SP:Iteration 10Q (104290.000000 sec): 3 clusters
  Score: Raw -513088.156150 + Penalty 2792.437413 = -510295.718737
  nChanged 161
		SP:Iteration 11Q (104290.100000 sec): 3 clusters
  Score: Raw -513254.250864 + Penalty 2792.437413 = -510461.813450
  nChanged 133
		SP:Iteration 12Q (104290.200000 sec): 3 clusters
  Score: Raw -513383.282696 + Penalty 2792.437413 = -510590.845282
  nChanged 107
		SP:Iteration 13Q (104290.290000 sec): 3 clusters
  Score: Raw -513477.361728 + Penalty 2792.437413 = -510684.924314
  nChanged 77
		SP:Iteration 14Q (104290.380000 sec): 3 clusters
  Score: Raw -513531.161189 + Penalty 2792.437413 = -510738.723776
  nChanged 49
		SP:Iteration 15Q (104290.480000 sec): 3 clusters
  Score: Raw -513553.921827 + Penalty 2792.437413 = -510761.484414
  nChanged 20
		SP:Iteration 16Q (104290.570000 sec): 3 clusters
  Score: Raw -513564.258827 + Penalty 2792.437413 = -510771.821414
  nChanged 19
		SP:Iteration 17Q (104290.660000 sec): 3 clusters
  Score: Raw -513573.969579 + Penalty 2792.437413 = -510781.532166
  nChanged 12
		SP:Iteration 18Q (104290.760000 sec): 3 clusters
  Score: Raw -513578.073039 + Penalty 2792.437413 = -510785.635626
  nChanged 11
		SP:Iteration 19Q (104290.850000 sec): 3 clusters
  Score: Raw -513582.824581 + Penalty 2792.437413 = -510790.387167
  nChanged 7
		SP:Iteration 20F (104290.950000 sec): 3 clusters
  Score: Raw -513586.555143 + Penalty 2792.437413 = -510794.117730
  nChanged 7
		SP:Iteration 21Q (104291.040000 sec): 3 clusters
  Score: Raw -513589.414629 + Penalty 2792.437413 = -510796.977216
  nChanged 6
		SP:Iteration 22Q (104291.140000 sec): 3 clusters
  Score: Raw -513592.005663 + Penalty 2792.437413 = -510799.568250
  nChanged 6
		SP:Iteration 23Q (104291.230000 sec): 3 clusters
  Score: Raw -513594.320847 + Penalty 2792.437413 = -510801.883433
  nChanged 6
		SP:Iteration 24Q (104291.320000 sec): 3 clusters
  Score: Raw -513596.275322 + Penalty 2792.437413 = -510803.837909
  nChanged 4
		SP:Iteration 25Q (104291.420000 sec): 3 clusters
  Score: Raw -513598.239113 + Penalty 2792.437413 = -510805.801699
  nChanged 4
		SP:Iteration 26Q (104291.510000 sec): 3 clusters
  Score: Raw -513600.208622 + Penalty 2792.437413 = -510807.771209
  nChanged 1
		SP:Iteration 27Q (104291.600000 sec): 3 clusters
  Score: Raw -513600.622589 + Penalty 2792.437413 = -510808.185176
  nChanged 1
		SP:Iteration 28Q (104291.700000 sec): 3 clusters
  Score: Raw -513601.010040 + Penalty 2792.437413 = -510808.572627
  nChanged 1
		SP:Iteration 29Q (104291.790000 sec): 3 clusters
  Score: Raw -513601.612684 + Penalty 2792.437413 = -510809.175271
  nChanged 1
		SP:Iteration 30Q (104291.880000 sec): 3 clusters
  Score: Raw -513602.008548 + Penalty 2792.437413 = -510809.571135
  nChanged 2
		SP:Iteration 31Q (104291.980000 sec): 3 clusters
  Score: Raw -513602.523615 + Penalty 2792.437413 = -510810.086202
  nChanged 0
		SP:Iteration 32F (104292.070000 sec): 3 clusters
  Score: Raw -513602.523615 + Penalty 2792.437413 = -510810.086202
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 14 (3173 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (104292.140000 sec): 2 clusters
  Score: Raw -264069.077396 + Penalty 1310.145329 = -262758.932067
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (104292.200000 sec): 3 clusters
  Score: Raw -262572.913594 + Penalty 2620.290657 = -259952.622936
  nChanged 1245
		SP:Iteration 1F (104292.260000 sec): 3 clusters
  Score: Raw -263422.034668 + Penalty 2620.290657 = -260801.744011
  nChanged 251
		SP:Iteration 2F (104292.320000 sec): 3 clusters
  Score: Raw -263600.185348 + Penalty 2620.290657 = -260979.894690
  nChanged 157
		SP:Iteration 3Q (104292.380000 sec): 3 clusters
  Score: Raw -263696.866483 + Penalty 2620.290657 = -261076.575825
  nChanged 128
		SP:Iteration 4Q (104292.440000 sec): 3 clusters
  Score: Raw -263781.681557 + Penalty 2620.290657 = -261161.390900
  nChanged 112
		SP:Iteration 5Q (104292.500000 sec): 3 clusters
  Score: Raw -263841.759414 + Penalty 2620.290657 = -261221.468756
  nChanged 94
		SP:Iteration 6Q (104292.560000 sec): 3 clusters
  Score: Raw -263898.970330 + Penalty 2620.290657 = -261278.679672
  nChanged 92
		SP:Iteration 7Q (104292.620000 sec): 3 clusters
  Score: Raw -263953.987446 + Penalty 2620.290657 = -261333.696789
  nChanged 101
		SP:Iteration 8Q (104292.680000 sec): 3 clusters
  Score: Raw -264003.729046 + Penalty 2620.290657 = -261383.438389
  nChanged 73
		SP:Iteration 9Q (104292.740000 sec): 3 clusters
  Score: Raw -264041.947988 + Penalty 2620.290657 = -261421.657330
  nChanged 68
		SP:Iteration 10Q (104292.800000 sec): 3 clusters
  Score: Raw -264079.446915 + Penalty 2620.290657 = -261459.156258
  nChanged 78
		SP:Iteration 11Q (104292.860000 sec): 3 clusters
  Score: Raw -264136.411419 + Penalty 2620.290657 = -261516.120761
  nChanged 76
		SP:Iteration 12Q (104292.920000 sec): 3 clusters
  Score: Raw -264181.845075 + Penalty 2620.290657 = -261561.554417
  nChanged 72
		SP:Iteration 13Q (104292.980000 sec): 3 clusters
  Score: Raw -264224.191655 + Penalty 2620.290657 = -261603.900998
  nChanged 48
		SP:Iteration 14Q (104293.040000 sec): 3 clusters
  Score: Raw -264256.774556 + Penalty 2620.290657 = -261636.483899
  nChanged 53
		SP:Iteration 15Q (104293.100000 sec): 3 clusters
  Score: Raw -264289.343553 + Penalty 2620.290657 = -261669.052896
  nChanged 38
		SP:Iteration 16Q (104293.160000 sec): 3 clusters
  Score: Raw -264310.579345 + Penalty 2620.290657 = -261690.288687
  nChanged 43
		SP:Iteration 17Q (104293.220000 sec): 3 clusters
  Score: Raw -264335.451192 + Penalty 2620.290657 = -261715.160535
  nChanged 40
		SP:Iteration 18Q (104293.280000 sec): 3 clusters
  Score: Raw -264360.029206 + Penalty 2620.290657 = -261739.738549
  nChanged 32
		SP:Iteration 19Q (104293.340000 sec): 3 clusters
  Score: Raw -264378.890116 + Penalty 2620.290657 = -261758.599459
  nChanged 29
		SP:Iteration 20F (104293.400000 sec): 3 clusters
  Score: Raw -264395.386260 + Penalty 2620.290657 = -261775.095603
  nChanged 22
		SP:Iteration 21Q (104293.460000 sec): 3 clusters
  Score: Raw -264408.132199 + Penalty 2620.290657 = -261787.841542
  nChanged 16
		SP:Iteration 22Q (104293.520000 sec): 3 clusters
  Score: Raw -264416.841831 + Penalty 2620.290657 = -261796.551173
  nChanged 13
		SP:Iteration 23Q (104293.580000 sec): 3 clusters
  Score: Raw -264422.008574 + Penalty 2620.290657 = -261801.717917
  nChanged 10
		SP:Iteration 24Q (104293.640000 sec): 3 clusters
  Score: Raw -264426.549888 + Penalty 2620.290657 = -261806.259231
  nChanged 6
		SP:Iteration 25Q (104293.700000 sec): 3 clusters
  Score: Raw -264428.474499 + Penalty 2620.290657 = -261808.183842
  nChanged 5
		SP:Iteration 26Q (104293.760000 sec): 3 clusters
  Score: Raw -264432.087112 + Penalty 2620.290657 = -261811.796455
  nChanged 10
		SP:Iteration 27Q (104293.820000 sec): 3 clusters
  Score: Raw -264437.212611 + Penalty 2620.290657 = -261816.921953
  nChanged 11
		SP:Iteration 28Q (104293.880000 sec): 3 clusters
  Score: Raw -264441.049060 + Penalty 2620.290657 = -261820.758402
  nChanged 9
		SP:Iteration 29Q (104293.940000 sec): 3 clusters
  Score: Raw -264447.375130 + Penalty 2620.290657 = -261827.084473
  nChanged 13
		SP:Iteration 30Q (104294.000000 sec): 3 clusters
  Score: Raw -264452.935269 + Penalty 2620.290657 = -261832.644612
  nChanged 9
		SP:Iteration 31Q (104294.060000 sec): 3 clusters
  Score: Raw -264458.355945 + Penalty 2620.290657 = -261838.065287
  nChanged 13
		SP:Iteration 32Q (104294.120000 sec): 3 clusters
  Score: Raw -264463.738018 + Penalty 2620.290657 = -261843.447361
  nChanged 8
		SP:Iteration 33Q (104294.180000 sec): 3 clusters
  Score: Raw -264466.356530 + Penalty 2620.290657 = -261846.065873
  nChanged 3
		SP:Iteration 34Q (104294.240000 sec): 3 clusters
  Score: Raw -264467.596756 + Penalty 2620.290657 = -261847.306099
  nChanged 2
		SP:Iteration 35Q (104294.300000 sec): 3 clusters
  Score: Raw -264468.030345 + Penalty 2620.290657 = -261847.739688
  nChanged 2
		SP:Iteration 36Q (104294.360000 sec): 3 clusters
  Score: Raw -264468.970501 + Penalty 2620.290657 = -261848.679843
  nChanged 3
		SP:Iteration 37Q (104294.410000 sec): 3 clusters
  Score: Raw -264469.923435 + Penalty 2620.290657 = -261849.632778
  nChanged 4
		SP:Iteration 38Q (104294.470000 sec): 3 clusters
  Score: Raw -264471.348156 + Penalty 2620.290657 = -261851.057498
  nChanged 2
		SP:Iteration 39Q (104294.530000 sec): 3 clusters
  Score: Raw -264471.994474 + Penalty 2620.290657 = -261851.703817
  nChanged 2
		SP:Iteration 40F (104294.590000 sec): 3 clusters
  Score: Raw -264474.381984 + Penalty 2620.290657 = -261854.091326
  nChanged 3
		SP:Iteration 41Q (104294.650000 sec): 3 clusters
  Score: Raw -264476.644728 + Penalty 2620.290657 = -261856.354071
  nChanged 2
		SP:Iteration 42Q (104294.710000 sec): 3 clusters
  Score: Raw -264477.431334 + Penalty 2620.290657 = -261857.140677
  nChanged 2
		SP:Iteration 43Q (104294.770000 sec): 3 clusters
  Score: Raw -264477.871759 + Penalty 2620.290657 = -261857.581101
  nChanged 0
		SP:Iteration 44F (104294.830000 sec): 3 clusters
  Score: Raw -264477.871759 + Penalty 2620.290657 = -261857.581101
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 15 (2426 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (104294.890000 sec): 2 clusters
  Score: Raw -225659.694504 + Penalty 1266.524852 = -224393.169652
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (104294.940000 sec): 3 clusters
  Score: Raw -224546.384675 + Penalty 2533.049704 = -222013.334971
  nChanged 880
		SP:Iteration 1F (104294.980000 sec): 3 clusters
  Score: Raw -225063.545083 + Penalty 2533.049704 = -222530.495379
  nChanged 195
		SP:Iteration 2F (104295.030000 sec): 3 clusters
  Score: Raw -225213.280785 + Penalty 2533.049704 = -222680.231081
  nChanged 149
		SP:Iteration 3F (104295.080000 sec): 3 clusters
  Score: Raw -225308.603623 + Penalty 2533.049704 = -222775.553919
  nChanged 98
		SP:Iteration 4Q (104295.120000 sec): 3 clusters
  Score: Raw -225382.710452 + Penalty 2533.049704 = -222849.660748
  nChanged 95
		SP:Iteration 5Q (104295.170000 sec): 3 clusters
  Score: Raw -225447.633248 + Penalty 2533.049704 = -222914.583544
  nChanged 78
		SP:Iteration 6Q (104295.220000 sec): 3 clusters
  Score: Raw -225500.936876 + Penalty 2533.049704 = -222967.887172
  nChanged 77
		SP:Iteration 7Q (104295.260000 sec): 3 clusters
  Score: Raw -225553.166387 + Penalty 2533.049704 = -223020.116683
  nChanged 78
		SP:Iteration 8Q (104295.310000 sec): 3 clusters
  Score: Raw -225605.868903 + Penalty 2533.049704 = -223072.819199
  nChanged 72
		SP:Iteration 9Q (104295.360000 sec): 3 clusters
  Score: Raw -225654.689838 + Penalty 2533.049704 = -223121.640134
  nChanged 77
		SP:Iteration 10Q (104295.400000 sec): 3 clusters
  Score: Raw -225703.232744 + Penalty 2533.049704 = -223170.183040
  nChanged 65
		SP:Iteration 11Q (104295.450000 sec): 3 clusters
  Score: Raw -225746.860589 + Penalty 2533.049704 = -223213.810885
  nChanged 62
		SP:Iteration 12Q (104295.500000 sec): 3 clusters
  Score: Raw -225789.333931 + Penalty 2533.049704 = -223256.284227
  nChanged 66
		SP:Iteration 13Q (104295.540000 sec): 3 clusters
  Score: Raw -225843.210509 + Penalty 2533.049704 = -223310.160805
  nChanged 67
		SP:Iteration 14Q (104295.590000 sec): 3 clusters
  Score: Raw -225892.700510 + Penalty 2533.049704 = -223359.650806
  nChanged 55
		SP:Iteration 15Q (104295.640000 sec): 3 clusters
  Score: Raw -225936.971196 + Penalty 2533.049704 = -223403.921492
  nChanged 44
		SP:Iteration 16Q (104295.680000 sec): 3 clusters
  Score: Raw -225971.650134 + Penalty 2533.049704 = -223438.600430
  nChanged 41
		SP:Iteration 17Q (104295.730000 sec): 3 clusters
  Score: Raw -226011.975540 + Penalty 2533.049704 = -223478.925836
  nChanged 36
		SP:Iteration 18Q (104295.780000 sec): 3 clusters
  Score: Raw -226037.660076 + Penalty 2533.049704 = -223504.610372
  nChanged 25
		SP:Iteration 19Q (104295.820000 sec): 3 clusters
  Score: Raw -226049.827440 + Penalty 2533.049704 = -223516.777736
  nChanged 15
		SP:Iteration 20F (104295.870000 sec): 3 clusters
  Score: Raw -226056.571758 + Penalty 2533.049704 = -223523.522054
  nChanged 16
		SP:Iteration 21Q (104295.910000 sec): 3 clusters
  Score: Raw -226062.851356 + Penalty 2533.049704 = -223529.801652
  nChanged 7
		SP:Iteration 22Q (104295.960000 sec): 3 clusters
  Score: Raw -226065.527387 + Penalty 2533.049704 = -223532.477683
  nChanged 5
		SP:Iteration 23Q (104296.000000 sec): 3 clusters
  Score: Raw -226066.989417 + Penalty 2533.049704 = -223533.939713
  nChanged 2
		SP:Iteration 24Q (104296.050000 sec): 3 clusters
  Score: Raw -226067.870271 + Penalty 2533.049704 = -223534.820567
  nChanged 3
		SP:Iteration 25Q (104296.100000 sec): 3 clusters
  Score: Raw -226069.537912 + Penalty 2533.049704 = -223536.488208
  nChanged 4
		SP:Iteration 26Q (104296.140000 sec): 3 clusters
  Score: Raw -226071.417281 + Penalty 2533.049704 = -223538.367577
  nChanged 3
		SP:Iteration 27Q (104296.190000 sec): 3 clusters
  Score: Raw -226072.323312 + Penalty 2533.049704 = -223539.273608
  nChanged 4
		SP:Iteration 28Q (104296.230000 sec): 3 clusters
  Score: Raw -226073.141190 + Penalty 2533.049704 = -223540.091486
  nChanged 3
		SP:Iteration 29Q (104296.280000 sec): 3 clusters
  Score: Raw -226074.245869 + Penalty 2533.049704 = -223541.196165
  nChanged 1
		SP:Iteration 30Q (104296.320000 sec): 3 clusters
  Score: Raw -226074.378987 + Penalty 2533.049704 = -223541.329283
  nChanged 1
		SP:Iteration 31Q (104296.370000 sec): 3 clusters
  Score: Raw -226074.637853 + Penalty 2533.049704 = -223541.588149
  nChanged 0
		SP:Iteration 32F (104296.420000 sec): 3 clusters
  Score: Raw -226074.637853 + Penalty 2533.049704 = -223541.588149
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 16 (49445 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (104296.820000 sec): 2 clusters
  Score: Raw -4483763.945368 + Penalty 1756.400136 = -4482007.545233
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (104297.340000 sec): 3 clusters
  Score: Raw -4452423.736710 + Penalty 3512.800271 = -4448910.936438
  nChanged 23282
		SP:Iteration 1F (104297.820000 sec): 3 clusters
  Score: Raw -4465741.375734 + Penalty 3512.800271 = -4462228.575462
  nChanged 2032
		SP:Iteration 2Q (104298.390000 sec): 3 clusters
  Score: Raw -4466387.643941 + Penalty 3512.800271 = -4462874.843670
  nChanged 2268
		SP:Iteration 3Q (104298.900000 sec): 3 clusters
  Score: Raw -4467246.633434 + Penalty 3512.800271 = -4463733.833162
  nChanged 2620
		SP:Iteration 4F (104299.440000 sec): 3 clusters
  Score: Raw -4468474.490420 + Penalty 3512.800271 = -4464961.690148
  nChanged 3066
		SP:Iteration 5F (104299.940000 sec): 3 clusters
  Score: Raw -4470116.794341 + Penalty 3512.800271 = -4466603.994069
  nChanged 3244
		SP:Iteration 6F (104300.430000 sec): 3 clusters
  Score: Raw -4471957.396823 + Penalty 3512.800271 = -4468444.596552
  nChanged 3035
		SP:Iteration 7F (104300.960000 sec): 3 clusters
  Score: Raw -4473621.630817 + Penalty 3512.800271 = -4470108.830546
  nChanged 2620
		SP:Iteration 8F (104301.470000 sec): 3 clusters
  Score: Raw -4474895.122024 + Penalty 3512.800271 = -4471382.321752
  nChanged 2195
		SP:Iteration 9Q (104301.980000 sec): 3 clusters
  Score: Raw -4475906.277471 + Penalty 3512.800271 = -4472393.477200
  nChanged 1815
		SP:Iteration 10Q (104302.540000 sec): 3 clusters
  Score: Raw -4476753.989821 + Penalty 3512.800271 = -4473241.189550
  nChanged 1719
		SP:Iteration 11Q (104303.060000 sec): 3 clusters
  Score: Raw -4477653.345405 + Penalty 3512.800271 = -4474140.545134
  nChanged 1710
		SP:Iteration 12Q (104303.620000 sec): 3 clusters
  Score: Raw -4478667.183651 + Penalty 3512.800271 = -4475154.383380
  nChanged 1686
		SP:Iteration 13Q (104304.140000 sec): 3 clusters
  Score: Raw -4479805.319568 + Penalty 3512.800271 = -4476292.519297
  nChanged 1564
		SP:Iteration 14Q (104304.690000 sec): 3 clusters
  Score: Raw -4480919.909020 + Penalty 3512.800271 = -4477407.108748
  nChanged 1348
		SP:Iteration 15Q (104305.180000 sec): 3 clusters
  Score: Raw -4481915.609458 + Penalty 3512.800271 = -4478402.809187
  nChanged 1014
		SP:Iteration 16Q (104305.670000 sec): 3 clusters
  Score: Raw -4482692.100448 + Penalty 3512.800271 = -4479179.300176
  nChanged 692
		SP:Iteration 17Q (104306.120000 sec): 3 clusters
  Score: Raw -4483228.133380 + Penalty 3512.800271 = -4479715.333109
  nChanged 404
		SP:Iteration 18Q (104306.570000 sec): 3 clusters
  Score: Raw -4483555.108729 + Penalty 3512.800271 = -4480042.308458
  nChanged 230
		SP:Iteration 19Q (104307.030000 sec): 3 clusters
  Score: Raw -4483751.802431 + Penalty 3512.800271 = -4480239.002159
  nChanged 134
		SP:Iteration 20F (104307.520000 sec): 3 clusters
  Score: Raw -4483880.390221 + Penalty 3512.800271 = -4480367.589950
  nChanged 92
		SP:Iteration 21Q (104307.970000 sec): 3 clusters
  Score: Raw -4483959.168774 + Penalty 3512.800271 = -4480446.368503
  nChanged 55
		SP:Iteration 22Q (104308.440000 sec): 3 clusters
  Score: Raw -4483997.684559 + Penalty 3512.800271 = -4480484.884288
  nChanged 37
		SP:Iteration 23Q (104308.920000 sec): 3 clusters
  Score: Raw -4484015.835178 + Penalty 3512.800271 = -4480503.034906
  nChanged 22
		SP:Iteration 24Q (104309.390000 sec): 3 clusters
  Score: Raw -4484034.217109 + Penalty 3512.800271 = -4480521.416838
  nChanged 24
		SP:Iteration 25Q (104309.870000 sec): 3 clusters
  Score: Raw -4484050.981167 + Penalty 3512.800271 = -4480538.180896
  nChanged 17
		SP:Iteration 26Q (104310.340000 sec): 3 clusters
  Score: Raw -4484062.736361 + Penalty 3512.800271 = -4480549.936090
  nChanged 10
		SP:Iteration 27Q (104310.820000 sec): 3 clusters
  Score: Raw -4484068.800850 + Penalty 3512.800271 = -4480556.000579
  nChanged 14
		SP:Iteration 28Q (104311.290000 sec): 3 clusters
  Score: Raw -4484077.030152 + Penalty 3512.800271 = -4480564.229880
  nChanged 7
		SP:Iteration 29Q (104311.770000 sec): 3 clusters
  Score: Raw -4484080.273141 + Penalty 3512.800271 = -4480567.472869
  nChanged 5
		SP:Iteration 30Q (104312.240000 sec): 3 clusters
  Score: Raw -4484083.078875 + Penalty 3512.800271 = -4480570.278604
  nChanged 4
		SP:Iteration 31Q (104312.710000 sec): 3 clusters
  Score: Raw -4484084.298819 + Penalty 3512.800271 = -4480571.498547
  nChanged 0
		SP:Iteration 32F (104313.230000 sec): 3 clusters
  Score: Raw -4484084.298819 + Penalty 3512.800271 = -4480571.498547
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 17 (681 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (104313.280000 sec): 2 clusters
  Score: Raw -48089.761436 + Penalty 1060.078875 = -47029.682562
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (104313.300000 sec): 3 clusters
  Score: Raw -47925.290664 + Penalty 2120.157749 = -45805.132914
  nChanged 172
		SP:Iteration 1F (104313.320000 sec): 3 clusters
  Score: Raw -48205.833592 + Penalty 2120.157749 = -46085.675842
  nChanged 75
		SP:Iteration 2F (104313.330000 sec): 3 clusters
  Score: Raw -48387.930902 + Penalty 2120.157749 = -46267.773152
  nChanged 53
		SP:Iteration 3F (104313.350000 sec): 3 clusters
  Score: Raw -48510.116604 + Penalty 2120.157749 = -46389.958855
  nChanged 37
		SP:Iteration 4F (104313.360000 sec): 3 clusters
  Score: Raw -48578.825629 + Penalty 2120.157749 = -46458.667879
  nChanged 16
		SP:Iteration 5Q (104313.370000 sec): 3 clusters
  Score: Raw -48632.766283 + Penalty 2120.157749 = -46512.608534
  nChanged 14
		SP:Iteration 6Q (104313.390000 sec): 3 clusters
  Score: Raw -48672.789899 + Penalty 2120.157749 = -46552.632149
  nChanged 10
		SP:Iteration 7Q (104313.400000 sec): 3 clusters
  Score: Raw -48696.937864 + Penalty 2120.157749 = -46576.780114
  nChanged 12
		SP:Iteration 8Q (104313.410000 sec): 3 clusters
  Score: Raw -48715.096928 + Penalty 2120.157749 = -46594.939178
  nChanged 3
		SP:Iteration 9Q (104313.430000 sec): 3 clusters
  Score: Raw -48722.764944 + Penalty 2120.157749 = -46602.607195
  nChanged 7
		SP:Iteration 10Q (104313.440000 sec): 3 clusters
  Score: Raw -48739.897906 + Penalty 2120.157749 = -46619.740157
  nChanged 4
		SP:Iteration 11Q (104313.450000 sec): 3 clusters
  Score: Raw -48744.167076 + Penalty 2120.157749 = -46624.009327
  nChanged 2
		SP:Iteration 12Q (104313.470000 sec): 3 clusters
  Score: Raw -48745.824045 + Penalty 2120.157749 = -46625.666296
  nChanged 4
		SP:Iteration 13Q (104313.480000 sec): 3 clusters
  Score: Raw -48749.962134 + Penalty 2120.157749 = -46629.804385
  nChanged 3
		SP:Iteration 14Q (104313.490000 sec): 3 clusters
  Score: Raw -48752.834365 + Penalty 2120.157749 = -46632.676616
  nChanged 0
		SP:Iteration 15F (104313.510000 sec): 3 clusters
  Score: Raw -48752.834365 + Penalty 2120.157749 = -46632.676616
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 18 (1286 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (104313.560000 sec): 2 clusters
  Score: Raw -96792.091242 + Penalty 1163.384935 = -95628.706308
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (104313.590000 sec): 3 clusters
  Score: Raw -96331.985520 + Penalty 2326.769869 = -94005.215651
  nChanged 396
		SP:Iteration 1F (104313.610000 sec): 3 clusters
  Score: Raw -96680.458715 + Penalty 2326.769869 = -94353.688846
  nChanged 108
		SP:Iteration 2F (104313.630000 sec): 3 clusters
  Score: Raw -96806.776388 + Penalty 2326.769869 = -94480.006519
  nChanged 76
		SP:Iteration 3F (104313.660000 sec): 3 clusters
  Score: Raw -96923.039734 + Penalty 2326.769869 = -94596.269865
  nChanged 73
		SP:Iteration 4F (104313.690000 sec): 3 clusters
  Score: Raw -97030.511364 + Penalty 2326.769869 = -94703.741495
  nChanged 51
		SP:Iteration 5Q (104313.710000 sec): 3 clusters
  Score: Raw -97096.306437 + Penalty 2326.769869 = -94769.536568
  nChanged 41
		SP:Iteration 6Q (104313.730000 sec): 3 clusters
  Score: Raw -97170.529136 + Penalty 2326.769869 = -94843.759267
  nChanged 41
		SP:Iteration 7Q (104313.760000 sec): 3 clusters
  Score: Raw -97245.777289 + Penalty 2326.769869 = -94919.007420
  nChanged 42
		SP:Iteration 8Q (104313.790000 sec): 3 clusters
  Score: Raw -97332.112571 + Penalty 2326.769869 = -95005.342702
  nChanged 34
		SP:Iteration 9Q (104313.810000 sec): 3 clusters
  Score: Raw -97409.018159 + Penalty 2326.769869 = -95082.248290
  nChanged 35
		SP:Iteration 10Q (104313.840000 sec): 3 clusters
  Score: Raw -97461.259818 + Penalty 2326.769869 = -95134.489949
  nChanged 26
		SP:Iteration 11Q (104313.860000 sec): 3 clusters
  Score: Raw -97518.298664 + Penalty 2326.769869 = -95191.528795
  nChanged 23
		SP:Iteration 12Q (104313.890000 sec): 3 clusters
  Score: Raw -97556.919282 + Penalty 2326.769869 = -95230.149413
  nChanged 27
		SP:Iteration 13Q (104313.910000 sec): 3 clusters
  Score: Raw -97606.467295 + Penalty 2326.769869 = -95279.697426
  nChanged 22
		SP:Iteration 14Q (104313.930000 sec): 3 clusters
  Score: Raw -97648.385399 + Penalty 2326.769869 = -95321.615530
  nChanged 24
		SP:Iteration 15Q (104313.960000 sec): 3 clusters
  Score: Raw -97695.487725 + Penalty 2326.769869 = -95368.717856
  nChanged 21
		SP:Iteration 16Q (104313.980000 sec): 3 clusters
  Score: Raw -97730.778019 + Penalty 2326.769869 = -95404.008150
  nChanged 13
		SP:Iteration 17Q (104314.010000 sec): 3 clusters
  Score: Raw -97744.040440 + Penalty 2326.769869 = -95417.270571
  nChanged 9
		SP:Iteration 18Q (104314.030000 sec): 3 clusters
  Score: Raw -97752.719532 + Penalty 2326.769869 = -95425.949663
  nChanged 5
		SP:Iteration 19Q (104314.050000 sec): 3 clusters
  Score: Raw -97757.890169 + Penalty 2326.769869 = -95431.120300
  nChanged 3
		SP:Iteration 20F (104314.080000 sec): 3 clusters
  Score: Raw -97760.828412 + Penalty 2326.769869 = -95434.058543
  nChanged 1
		SP:Iteration 21Q (104314.100000 sec): 3 clusters
  Score: Raw -97761.358840 + Penalty 2326.769869 = -95434.588970
  nChanged 1
		SP:Iteration 22Q (104314.130000 sec): 3 clusters
  Score: Raw -97762.449555 + Penalty 2326.769869 = -95435.679686
  nChanged 1
		SP:Iteration 23Q (104314.150000 sec): 3 clusters
  Score: Raw -97763.116629 + Penalty 2326.769869 = -95436.346760
  nChanged 0
		SP:Iteration 24F (104314.170000 sec): 3 clusters
  Score: Raw -97763.116629 + Penalty 2326.769869 = -95436.346760
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 19 (4819 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (104314.250000 sec): 2 clusters
  Score: Raw -437294.169244 + Penalty 1378.052279 = -435916.116965
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (104314.360000 sec): 3 clusters
  Score: Raw -434881.936125 + Penalty 2756.104558 = -432125.831567
  nChanged 1862
		SP:Iteration 1F (104314.450000 sec): 3 clusters
  Score: Raw -436047.934387 + Penalty 2756.104558 = -433291.829829
  nChanged 392
		SP:Iteration 2F (104314.540000 sec): 3 clusters
  Score: Raw -436349.245872 + Penalty 2756.104558 = -433593.141314
  nChanged 323
		SP:Iteration 3F (104314.630000 sec): 3 clusters
  Score: Raw -436612.510172 + Penalty 2756.104558 = -433856.405614
  nChanged 296
		SP:Iteration 4F (104314.720000 sec): 3 clusters
  Score: Raw -436841.495284 + Penalty 2756.104558 = -434085.390726
  nChanged 227
		SP:Iteration 5Q (104314.810000 sec): 3 clusters
  Score: Raw -436976.495810 + Penalty 2756.104558 = -434220.391252
  nChanged 165
		SP:Iteration 6Q (104314.900000 sec): 3 clusters
  Score: Raw -437074.325625 + Penalty 2756.104558 = -434318.221067
  nChanged 145
		SP:Iteration 7Q (104314.990000 sec): 3 clusters
  Score: Raw -437158.229747 + Penalty 2756.104558 = -434402.125189
  nChanged 105
		SP:Iteration 8Q (104315.080000 sec): 3 clusters
  Score: Raw -437212.710319 + Penalty 2756.104558 = -434456.605762
  nChanged 96
		SP:Iteration 9Q (104315.170000 sec): 3 clusters
  Score: Raw -437262.251468 + Penalty 2756.104558 = -434506.146910
  nChanged 87
		SP:Iteration 10Q (104315.260000 sec): 3 clusters
  Score: Raw -437311.559195 + Penalty 2756.104558 = -434555.454637
  nChanged 79
		SP:Iteration 11Q (104315.350000 sec): 3 clusters
  Score: Raw -437358.348028 + Penalty 2756.104558 = -434602.243470
  nChanged 75
		SP:Iteration 12Q (104315.440000 sec): 3 clusters
  Score: Raw -437398.135325 + Penalty 2756.104558 = -434642.030767
  nChanged 67
		SP:Iteration 13Q (104315.530000 sec): 3 clusters
  Score: Raw -437431.731577 + Penalty 2756.104558 = -434675.627019
  nChanged 53
		SP:Iteration 14Q (104315.610000 sec): 3 clusters
  Score: Raw -437462.319284 + Penalty 2756.104558 = -434706.214726
  nChanged 58
		SP:Iteration 15Q (104315.700000 sec): 3 clusters
  Score: Raw -437493.830931 + Penalty 2756.104558 = -434737.726374
  nChanged 50
		SP:Iteration 16Q (104315.790000 sec): 3 clusters
  Score: Raw -437521.752326 + Penalty 2756.104558 = -434765.647769
  nChanged 47
		SP:Iteration 17Q (104315.880000 sec): 3 clusters
  Score: Raw -437547.291043 + Penalty 2756.104558 = -434791.186485
  nChanged 48
		SP:Iteration 18Q (104315.970000 sec): 3 clusters
  Score: Raw -437573.114111 + Penalty 2756.104558 = -434817.009553
  nChanged 45
		SP:Iteration 19Q (104316.050000 sec): 3 clusters
  Score: Raw -437600.428641 + Penalty 2756.104558 = -434844.324084
  nChanged 42
		SP:Iteration 20F (104316.140000 sec): 3 clusters
  Score: Raw -437624.493821 + Penalty 2756.104558 = -434868.389263
  nChanged 38
		SP:Iteration 21Q (104316.230000 sec): 3 clusters
  Score: Raw -437647.290748 + Penalty 2756.104558 = -434891.186190
  nChanged 29
		SP:Iteration 22Q (104316.310000 sec): 3 clusters
  Score: Raw -437667.088206 + Penalty 2756.104558 = -434910.983648
  nChanged 29
		SP:Iteration 23Q (104316.400000 sec): 3 clusters
  Score: Raw -437684.470605 + Penalty 2756.104558 = -434928.366047
  nChanged 32
		SP:Iteration 24Q (104316.490000 sec): 3 clusters
  Score: Raw -437704.927840 + Penalty 2756.104558 = -434948.823282
  nChanged 32
		SP:Iteration 25Q (104316.570000 sec): 3 clusters
  Score: Raw -437726.801662 + Penalty 2756.104558 = -434970.697104
  nChanged 26
		SP:Iteration 26Q (104316.660000 sec): 3 clusters
  Score: Raw -437740.395028 + Penalty 2756.104558 = -434984.290471
  nChanged 23
		SP:Iteration 27Q (104316.740000 sec): 3 clusters
  Score: Raw -437756.413355 + Penalty 2756.104558 = -435000.308797
  nChanged 26
		SP:Iteration 28Q (104316.830000 sec): 3 clusters
  Score: Raw -437773.587404 + Penalty 2756.104558 = -435017.482846
  nChanged 17
		SP:Iteration 29Q (104316.910000 sec): 3 clusters
  Score: Raw -437785.138235 + Penalty 2756.104558 = -435029.033677
  nChanged 22
		SP:Iteration 30Q (104317.000000 sec): 3 clusters
  Score: Raw -437803.193503 + Penalty 2756.104558 = -435047.088945
  nChanged 22
		SP:Iteration 31Q (104317.090000 sec): 3 clusters
  Score: Raw -437820.161183 + Penalty 2756.104558 = -435064.056625
  nChanged 15
		SP:Iteration 32Q (104317.170000 sec): 3 clusters
  Score: Raw -437832.798443 + Penalty 2756.104558 = -435076.693885
  nChanged 17
		SP:Iteration 33Q (104317.250000 sec): 3 clusters
  Score: Raw -437845.446078 + Penalty 2756.104558 = -435089.341520
  nChanged 13
		SP:Iteration 34Q (104317.340000 sec): 3 clusters
  Score: Raw -437852.207185 + Penalty 2756.104558 = -435096.102628
  nChanged 8
		SP:Iteration 35Q (104317.420000 sec): 3 clusters
  Score: Raw -437855.973363 + Penalty 2756.104558 = -435099.868806
  nChanged 5
		SP:Iteration 36Q (104317.510000 sec): 3 clusters
  Score: Raw -437858.497445 + Penalty 2756.104558 = -435102.392887
  nChanged 7
		SP:Iteration 37Q (104317.590000 sec): 3 clusters
  Score: Raw -437863.075574 + Penalty 2756.104558 = -435106.971016
  nChanged 7
		SP:Iteration 38Q (104317.680000 sec): 3 clusters
  Score: Raw -437866.904832 + Penalty 2756.104558 = -435110.800274
  nChanged 5
		SP:Iteration 39Q (104317.760000 sec): 3 clusters
  Score: Raw -437869.471701 + Penalty 2756.104558 = -435113.367143
  nChanged 1
		SP:Iteration 40F (104317.850000 sec): 3 clusters
  Score: Raw -437869.748012 + Penalty 2756.104558 = -435113.643454
  nChanged 1
		SP:Iteration 41Q (104317.940000 sec): 3 clusters
  Score: Raw -437870.347523 + Penalty 2756.104558 = -435114.242965
  nChanged 0
		SP:Iteration 42F (104318.030000 sec): 3 clusters
  Score: Raw -437870.347523 + Penalty 2756.104558 = -435114.242965
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 20 (4183 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (104318.100000 sec): 2 clusters
  Score: Raw -353955.976756 + Penalty 1355.052395 = -352600.924361
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (104318.180000 sec): 3 clusters
  Score: Raw -351844.540008 + Penalty 2710.104791 = -349134.435217
  nChanged 1686
		SP:Iteration 1F (104318.260000 sec): 3 clusters
  Score: Raw -352776.622514 + Penalty 2710.104791 = -350066.517723
  nChanged 324
		SP:Iteration 2F (104318.340000 sec): 3 clusters
  Score: Raw -352993.167980 + Penalty 2710.104791 = -350283.063189
  nChanged 255
		SP:Iteration 3F (104318.410000 sec): 3 clusters
  Score: Raw -353171.857556 + Penalty 2710.104791 = -350461.752765
  nChanged 221
		SP:Iteration 4F (104318.490000 sec): 3 clusters
  Score: Raw -353317.375618 + Penalty 2710.104791 = -350607.270827
  nChanged 203
		SP:Iteration 5Q (104318.570000 sec): 3 clusters
  Score: Raw -353442.453595 + Penalty 2710.104791 = -350732.348804
  nChanged 165
		SP:Iteration 6Q (104318.650000 sec): 3 clusters
  Score: Raw -353547.669199 + Penalty 2710.104791 = -350837.564408
  nChanged 148
		SP:Iteration 7Q (104318.730000 sec): 3 clusters
  Score: Raw -353646.566981 + Penalty 2710.104791 = -350936.462191
  nChanged 130
		SP:Iteration 8Q (104318.810000 sec): 3 clusters
  Score: Raw -353734.546552 + Penalty 2710.104791 = -351024.441761
  nChanged 120
		SP:Iteration 9Q (104318.890000 sec): 3 clusters
  Score: Raw -353820.630178 + Penalty 2710.104791 = -351110.525387
  nChanged 118
		SP:Iteration 10Q (104318.970000 sec): 3 clusters
  Score: Raw -353889.562655 + Penalty 2710.104791 = -351179.457864
  nChanged 94
		SP:Iteration 11Q (104319.040000 sec): 3 clusters
  Score: Raw -353930.969907 + Penalty 2710.104791 = -351220.865116
  nChanged 75
		SP:Iteration 12Q (104319.120000 sec): 3 clusters
  Score: Raw -353968.908330 + Penalty 2710.104791 = -351258.803539
  nChanged 69
		SP:Iteration 13Q (104319.200000 sec): 3 clusters
  Score: Raw -354000.471118 + Penalty 2710.104791 = -351290.366327
  nChanged 55
		SP:Iteration 14Q (104319.270000 sec): 3 clusters
  Score: Raw -354027.353444 + Penalty 2710.104791 = -351317.248653
  nChanged 44
		SP:Iteration 15Q (104319.350000 sec): 3 clusters
  Score: Raw -354050.955640 + Penalty 2710.104791 = -351340.850849
  nChanged 52
		SP:Iteration 16Q (104319.430000 sec): 3 clusters
  Score: Raw -354080.532325 + Penalty 2710.104791 = -351370.427534
  nChanged 59
		SP:Iteration 17Q (104319.510000 sec): 3 clusters
  Score: Raw -354105.231736 + Penalty 2710.104791 = -351395.126945
  nChanged 31
		SP:Iteration 18Q (104319.580000 sec): 3 clusters
  Score: Raw -354118.962716 + Penalty 2710.104791 = -351408.857925
  nChanged 40
		SP:Iteration 19Q (104319.660000 sec): 3 clusters
  Score: Raw -354134.312608 + Penalty 2710.104791 = -351424.207817
  nChanged 35
		SP:Iteration 20F (104319.730000 sec): 3 clusters
  Score: Raw -354150.860202 + Penalty 2710.104791 = -351440.755411
  nChanged 34
		SP:Iteration 21Q (104319.810000 sec): 3 clusters
  Score: Raw -354165.100392 + Penalty 2710.104791 = -351454.995601
  nChanged 30
		SP:Iteration 22Q (104319.890000 sec): 3 clusters
  Score: Raw -354177.431661 + Penalty 2710.104791 = -351467.326870
  nChanged 29
		SP:Iteration 23Q (104319.970000 sec): 3 clusters
  Score: Raw -354194.551493 + Penalty 2710.104791 = -351484.446703
  nChanged 25
		SP:Iteration 24Q (104320.040000 sec): 3 clusters
  Score: Raw -354203.603998 + Penalty 2710.104791 = -351493.499208
  nChanged 15
		SP:Iteration 25Q (104320.120000 sec): 3 clusters
  Score: Raw -354208.861687 + Penalty 2710.104791 = -351498.756897
  nChanged 18
		SP:Iteration 26Q (104320.190000 sec): 3 clusters
  Score: Raw -354215.806822 + Penalty 2710.104791 = -351505.702031
  nChanged 14
		SP:Iteration 27Q (104320.270000 sec): 3 clusters
  Score: Raw -354221.878928 + Penalty 2710.104791 = -351511.774137
  nChanged 14
		SP:Iteration 28Q (104320.350000 sec): 3 clusters
  Score: Raw -354228.692907 + Penalty 2710.104791 = -351518.588116
  nChanged 14
		SP:Iteration 29Q (104320.420000 sec): 3 clusters
  Score: Raw -354234.986689 + Penalty 2710.104791 = -351524.881898
  nChanged 17
		SP:Iteration 30Q (104320.490000 sec): 3 clusters
  Score: Raw -354240.563410 + Penalty 2710.104791 = -351530.458619
  nChanged 9
		SP:Iteration 31Q (104320.570000 sec): 3 clusters
  Score: Raw -354243.306176 + Penalty 2710.104791 = -351533.201386
  nChanged 7
		SP:Iteration 32Q (104320.650000 sec): 3 clusters
  Score: Raw -354245.425882 + Penalty 2710.104791 = -351535.321092
  nChanged 6
		SP:Iteration 33Q (104320.720000 sec): 3 clusters
  Score: Raw -354247.540921 + Penalty 2710.104791 = -351537.436131
  nChanged 4
		SP:Iteration 34Q (104320.800000 sec): 3 clusters
  Score: Raw -354249.199427 + Penalty 2710.104791 = -351539.094636
  nChanged 4
		SP:Iteration 35Q (104320.870000 sec): 3 clusters
  Score: Raw -354250.452866 + Penalty 2710.104791 = -351540.348076
  nChanged 3
		SP:Iteration 36Q (104320.950000 sec): 3 clusters
  Score: Raw -354250.989740 + Penalty 2710.104791 = -351540.884950
  nChanged 1
		SP:Iteration 37Q (104321.020000 sec): 3 clusters
  Score: Raw -354251.327127 + Penalty 2710.104791 = -351541.222337
  nChanged 1
		SP:Iteration 38Q (104321.100000 sec): 3 clusters
  Score: Raw -354251.844001 + Penalty 2710.104791 = -351541.739211
  nChanged 1
		SP:Iteration 39Q (104321.170000 sec): 3 clusters
  Score: Raw -354252.256701 + Penalty 2710.104791 = -351542.151910
  nChanged 1
		SP:Iteration 40F (104321.250000 sec): 3 clusters
  Score: Raw -354252.507533 + Penalty 2710.104791 = -351542.402742
  nChanged 1
		SP:Iteration 41Q (104321.330000 sec): 3 clusters
  Score: Raw -354253.008700 + Penalty 2710.104791 = -351542.903910
  nChanged 1
		SP:Iteration 42Q (104321.400000 sec): 3 clusters
  Score: Raw -354253.384809 + Penalty 2710.104791 = -351543.280018
  nChanged 2
		SP:Iteration 43Q (104321.480000 sec): 3 clusters
  Score: Raw -354253.766800 + Penalty 2710.104791 = -351543.662009
  nChanged 2
		SP:Iteration 44Q (104321.550000 sec): 3 clusters
  Score: Raw -354254.096882 + Penalty 2710.104791 = -351543.992092
  nChanged 2
		SP:Iteration 45Q (104321.630000 sec): 3 clusters
  Score: Raw -354254.620918 + Penalty 2710.104791 = -351544.516128
  nChanged 1
		SP:Iteration 46Q (104321.710000 sec): 3 clusters
  Score: Raw -354255.280869 + Penalty 2710.104791 = -351545.176079
  nChanged 2
		SP:Iteration 47Q (104321.780000 sec): 3 clusters
  Score: Raw -354255.766000 + Penalty 2710.104791 = -351545.661209
  nChanged 1
		SP:Iteration 48Q (104321.850000 sec): 3 clusters
  Score: Raw -354255.911984 + Penalty 2710.104791 = -351545.807193
  nChanged 0
		SP:Iteration 49F (104321.930000 sec): 3 clusters
  Score: Raw -354255.911984 + Penalty 2710.104791 = -351545.807193
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 21 (107605 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (104322.590000 sec): 2 clusters
  Score: Raw -9753730.852555 + Penalty 1882.761139 = -9751848.091416
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (104323.580000 sec): 3 clusters
  Score: Raw -9683971.621572 + Penalty 3765.522278 = -9680206.099294
  nChanged 51383
		SP:Iteration 1F (104324.550000 sec): 3 clusters
  Score: Raw -9713892.846461 + Penalty 3765.522278 = -9710127.324183
  nChanged 3759
		SP:Iteration 2Q (104325.570000 sec): 3 clusters
  Score: Raw -9714982.026123 + Penalty 3765.522278 = -9711216.503845
  nChanged 4256
		SP:Iteration 3Q (104326.610000 sec): 3 clusters
  Score: Raw -9716484.928759 + Penalty 3765.522278 = -9712719.406481
  nChanged 4980
		SP:Iteration 4Q (104327.650000 sec): 3 clusters
  Score: Raw -9718657.475013 + Penalty 3765.522278 = -9714891.952735
  nChanged 5966
		SP:Iteration 5F (104328.660000 sec): 3 clusters
  Score: Raw -9721930.853671 + Penalty 3765.522278 = -9718165.331393
  nChanged 6891
		SP:Iteration 6F (104329.640000 sec): 3 clusters
  Score: Raw -9726602.555797 + Penalty 3765.522278 = -9722837.033519
  nChanged 7412
		SP:Iteration 7F (104330.590000 sec): 3 clusters
  Score: Raw -9732404.777284 + Penalty 3765.522278 = -9728639.255006
  nChanged 7138
		SP:Iteration 8F (104331.550000 sec): 3 clusters
  Score: Raw -9738384.422514 + Penalty 3765.522278 = -9734618.900236
  nChanged 5701
		SP:Iteration 9F (104332.500000 sec): 3 clusters
  Score: Raw -9743047.232551 + Penalty 3765.522278 = -9739281.710273
  nChanged 4164
		SP:Iteration 10Q (104333.440000 sec): 3 clusters
  Score: Raw -9746339.599492 + Penalty 3765.522278 = -9742574.077214
  nChanged 3051
		SP:Iteration 11Q (104334.340000 sec): 3 clusters
  Score: Raw -9748639.879764 + Penalty 3765.522278 = -9744874.357486
  nChanged 2273
		SP:Iteration 12Q (104335.270000 sec): 3 clusters
  Score: Raw -9750263.447839 + Penalty 3765.522278 = -9746497.925561
  nChanged 1669
		SP:Iteration 13Q (104336.180000 sec): 3 clusters
  Score: Raw -9751430.387084 + Penalty 3765.522278 = -9747664.864806
  nChanged 1209
		SP:Iteration 14Q (104337.060000 sec): 3 clusters
  Score: Raw -9752297.885574 + Penalty 3765.522278 = -9748532.363296
  nChanged 849
		SP:Iteration 15Q (104337.940000 sec): 3 clusters
  Score: Raw -9752877.225434 + Penalty 3765.522278 = -9749111.703156
  nChanged 612
		SP:Iteration 16Q (104338.790000 sec): 3 clusters
  Score: Raw -9753294.129653 + Penalty 3765.522278 = -9749528.607375
  nChanged 413
		SP:Iteration 17Q (104339.650000 sec): 3 clusters
  Score: Raw -9753559.653541 + Penalty 3765.522278 = -9749794.131263
  nChanged 264
		SP:Iteration 18Q (104340.470000 sec): 3 clusters
  Score: Raw -9753714.804490 + Penalty 3765.522278 = -9749949.282212
  nChanged 171
		SP:Iteration 19Q (104341.290000 sec): 3 clusters
  Score: Raw -9753814.421443 + Penalty 3765.522278 = -9750048.899165
  nChanged 122
		SP:Iteration 20F (104342.240000 sec): 3 clusters
  Score: Raw -9753882.114804 + Penalty 3765.522278 = -9750116.592526
  nChanged 80
		SP:Iteration 21Q (104343.090000 sec): 3 clusters
  Score: Raw -9753925.916496 + Penalty 3765.522278 = -9750160.394218
  nChanged 67
		SP:Iteration 22Q (104343.940000 sec): 3 clusters
  Score: Raw -9753963.537549 + Penalty 3765.522278 = -9750198.015271
  nChanged 60
		SP:Iteration 23Q (104344.760000 sec): 3 clusters
  Score: Raw -9753994.489288 + Penalty 3765.522278 = -9750228.967010
  nChanged 47
		SP:Iteration 24Q (104345.580000 sec): 3 clusters
  Score: Raw -9754015.483582 + Penalty 3765.522278 = -9750249.961304
  nChanged 29
		SP:Iteration 25Q (104346.430000 sec): 3 clusters
  Score: Raw -9754028.626960 + Penalty 3765.522278 = -9750263.104682
  nChanged 32
		SP:Iteration 26Q (104347.250000 sec): 3 clusters
  Score: Raw -9754044.397453 + Penalty 3765.522278 = -9750278.875175
  nChanged 23
		SP:Iteration 27Q (104348.100000 sec): 3 clusters
  Score: Raw -9754058.143250 + Penalty 3765.522278 = -9750292.620972
  nChanged 21
		SP:Iteration 28Q (104348.920000 sec): 3 clusters
  Score: Raw -9754066.910254 + Penalty 3765.522278 = -9750301.387976
  nChanged 19
		SP:Iteration 29Q (104349.740000 sec): 3 clusters
  Score: Raw -9754076.232514 + Penalty 3765.522278 = -9750310.710236
  nChanged 15
		SP:Iteration 30Q (104350.560000 sec): 3 clusters
  Score: Raw -9754085.159279 + Penalty 3765.522278 = -9750319.637001
  nChanged 17
		SP:Iteration 31Q (104351.390000 sec): 3 clusters
  Score: Raw -9754093.575025 + Penalty 3765.522278 = -9750328.052747
  nChanged 8
		SP:Iteration 32Q (104352.210000 sec): 3 clusters
  Score: Raw -9754097.155381 + Penalty 3765.522278 = -9750331.633103
  nChanged 11
		SP:Iteration 33Q (104353.060000 sec): 3 clusters
  Score: Raw -9754100.863539 + Penalty 3765.522278 = -9750335.341261
  nChanged 8
		SP:Iteration 34Q (104353.880000 sec): 3 clusters
  Score: Raw -9754106.320793 + Penalty 3765.522278 = -9750340.798515
  nChanged 10
		SP:Iteration 35Q (104354.700000 sec): 3 clusters
  Score: Raw -9754110.417251 + Penalty 3765.522278 = -9750344.894973
  nChanged 3
		SP:Iteration 36Q (104355.520000 sec): 3 clusters
  Score: Raw -9754111.579405 + Penalty 3765.522278 = -9750346.057127
  nChanged 4
		SP:Iteration 37Q (104356.360000 sec): 3 clusters
  Score: Raw -9754113.851335 + Penalty 3765.522278 = -9750348.329057
  nChanged 4
		SP:Iteration 38Q (104357.180000 sec): 3 clusters
  Score: Raw -9754115.819203 + Penalty 3765.522278 = -9750350.296925
  nChanged 3
		SP:Iteration 39Q (104358.030000 sec): 3 clusters
  Score: Raw -9754117.067164 + Penalty 3765.522278 = -9750351.544886
  nChanged 3
		SP:Iteration 40F (104358.950000 sec): 3 clusters
  Score: Raw -9754118.144243 + Penalty 3765.522278 = -9750352.621965
  nChanged 4
		SP:Iteration 41Q (104359.800000 sec): 3 clusters
  Score: Raw -9754119.170045 + Penalty 3765.522278 = -9750353.647767
  nChanged 2
		SP:Iteration 42Q (104360.640000 sec): 3 clusters
  Score: Raw -9754119.575264 + Penalty 3765.522278 = -9750354.052986
  nChanged 0
		SP:Iteration 43F (104361.590000 sec): 3 clusters
  Score: Raw -9754119.575264 + Penalty 3765.522278 = -9750354.052986
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 22 (3157 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (104361.650000 sec): 2 clusters
  Score: Raw -287595.744308 + Penalty 1309.323842 = -286286.420466
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (104361.730000 sec): 3 clusters
  Score: Raw -286081.519186 + Penalty 2618.647684 = -283462.871502
  nChanged 1178
		SP:Iteration 1F (104361.820000 sec): 3 clusters
  Score: Raw -286744.027637 + Penalty 2618.647684 = -284125.379953
  nChanged 247
		SP:Iteration 2F (104361.880000 sec): 3 clusters
  Score: Raw -286874.494252 + Penalty 2618.647684 = -284255.846568
  nChanged 153
		SP:Iteration 3Q (104361.940000 sec): 3 clusters
  Score: Raw -286953.695366 + Penalty 2618.647684 = -284335.047682
  nChanged 111
		SP:Iteration 4Q (104362.000000 sec): 3 clusters
  Score: Raw -287010.086519 + Penalty 2618.647684 = -284391.438835
  nChanged 102
		SP:Iteration 5Q (104362.060000 sec): 3 clusters
  Score: Raw -287063.759497 + Penalty 2618.647684 = -284445.111813
  nChanged 96
		SP:Iteration 6Q (104362.120000 sec): 3 clusters
  Score: Raw -287114.520821 + Penalty 2618.647684 = -284495.873137
  nChanged 89
		SP:Iteration 7Q (104362.180000 sec): 3 clusters
  Score: Raw -287154.588932 + Penalty 2618.647684 = -284535.941248
  nChanged 79
		SP:Iteration 8Q (104362.240000 sec): 3 clusters
  Score: Raw -287198.299878 + Penalty 2618.647684 = -284579.652194
  nChanged 92
		SP:Iteration 9Q (104362.300000 sec): 3 clusters
  Score: Raw -287257.183534 + Penalty 2618.647684 = -284638.535851
  nChanged 78
		SP:Iteration 10Q (104362.360000 sec): 3 clusters
  Score: Raw -287301.496550 + Penalty 2618.647684 = -284682.848866
  nChanged 80
		SP:Iteration 11Q (104362.420000 sec): 3 clusters
  Score: Raw -287349.216906 + Penalty 2618.647684 = -284730.569222
  nChanged 73
		SP:Iteration 12Q (104362.480000 sec): 3 clusters
  Score: Raw -287386.598197 + Penalty 2618.647684 = -284767.950513
  nChanged 62
		SP:Iteration 13Q (104362.540000 sec): 3 clusters
  Score: Raw -287416.932977 + Penalty 2618.647684 = -284798.285294
  nChanged 49
		SP:Iteration 14Q (104362.600000 sec): 3 clusters
  Score: Raw -287443.839656 + Penalty 2618.647684 = -284825.191972
  nChanged 56
		SP:Iteration 15Q (104362.660000 sec): 3 clusters
  Score: Raw -287470.182619 + Penalty 2618.647684 = -284851.534935
  nChanged 47
		SP:Iteration 16Q (104362.730000 sec): 3 clusters
  Score: Raw -287492.782942 + Penalty 2618.647684 = -284874.135259
  nChanged 33
		SP:Iteration 17Q (104362.790000 sec): 3 clusters
  Score: Raw -287508.468416 + Penalty 2618.647684 = -284889.820732
  nChanged 39
		SP:Iteration 18Q (104362.850000 sec): 3 clusters
  Score: Raw -287529.117475 + Penalty 2618.647684 = -284910.469791
  nChanged 38
		SP:Iteration 19Q (104362.910000 sec): 3 clusters
  Score: Raw -287546.844220 + Penalty 2618.647684 = -284928.196536
  nChanged 28
		SP:Iteration 20F (104362.970000 sec): 3 clusters
  Score: Raw -287560.323785 + Penalty 2618.647684 = -284941.676101
  nChanged 35
		SP:Iteration 21Q (104363.030000 sec): 3 clusters
  Score: Raw -287581.169001 + Penalty 2618.647684 = -284962.521317
  nChanged 30
		SP:Iteration 22Q (104363.090000 sec): 3 clusters
  Score: Raw -287597.802981 + Penalty 2618.647684 = -284979.155297
  nChanged 31
		SP:Iteration 23Q (104363.150000 sec): 3 clusters
  Score: Raw -287615.423159 + Penalty 2618.647684 = -284996.775476
  nChanged 24
		SP:Iteration 24Q (104363.210000 sec): 3 clusters
  Score: Raw -287629.008070 + Penalty 2618.647684 = -285010.360386
  nChanged 18
		SP:Iteration 25Q (104363.270000 sec): 3 clusters
  Score: Raw -287637.927595 + Penalty 2618.647684 = -285019.279911
  nChanged 11
		SP:Iteration 26Q (104363.330000 sec): 3 clusters
  Score: Raw -287644.030185 + Penalty 2618.647684 = -285025.382501
  nChanged 11
		SP:Iteration 27Q (104363.390000 sec): 3 clusters
  Score: Raw -287648.979985 + Penalty 2618.647684 = -285030.332302
  nChanged 6
		SP:Iteration 28Q (104363.450000 sec): 3 clusters
  Score: Raw -287651.679336 + Penalty 2618.647684 = -285033.031652
  nChanged 8
		SP:Iteration 29Q (104363.510000 sec): 3 clusters
  Score: Raw -287655.590932 + Penalty 2618.647684 = -285036.943248
  nChanged 4
		SP:Iteration 30Q (104363.570000 sec): 3 clusters
  Score: Raw -287658.122713 + Penalty 2618.647684 = -285039.475029
  nChanged 5
		SP:Iteration 31Q (104363.630000 sec): 3 clusters
  Score: Raw -287660.843301 + Penalty 2618.647684 = -285042.195618
  nChanged 8
		SP:Iteration 32Q (104363.690000 sec): 3 clusters
  Score: Raw -287664.717734 + Penalty 2618.647684 = -285046.070051
  nChanged 8
		SP:Iteration 33Q (104363.750000 sec): 3 clusters
  Score: Raw -287668.165249 + Penalty 2618.647684 = -285049.517566
  nChanged 4
		SP:Iteration 34Q (104363.810000 sec): 3 clusters
  Score: Raw -287669.599988 + Penalty 2618.647684 = -285050.952304
  nChanged 2
		SP:Iteration 35Q (104363.870000 sec): 3 clusters
  Score: Raw -287670.839004 + Penalty 2618.647684 = -285052.191320
  nChanged 2
		SP:Iteration 36Q (104363.930000 sec): 3 clusters
  Score: Raw -287671.782983 + Penalty 2618.647684 = -285053.135300
  nChanged 1
		SP:Iteration 37Q (104363.990000 sec): 3 clusters
  Score: Raw -287672.185747 + Penalty 2618.647684 = -285053.538064
  nChanged 3
		SP:Iteration 38Q (104364.050000 sec): 3 clusters
  Score: Raw -287673.950869 + Penalty 2618.647684 = -285055.303185
  nChanged 3
		SP:Iteration 39Q (104364.110000 sec): 3 clusters
  Score: Raw -287675.255709 + Penalty 2618.647684 = -285056.608026
  nChanged 4
		SP:Iteration 40F (104364.170000 sec): 3 clusters
  Score: Raw -287677.764866 + Penalty 2618.647684 = -285059.117183
  nChanged 3
		SP:Iteration 41Q (104364.230000 sec): 3 clusters
  Score: Raw -287679.805610 + Penalty 2618.647684 = -285061.157926
  nChanged 2
		SP:Iteration 42Q (104364.290000 sec): 3 clusters
  Score: Raw -287680.903751 + Penalty 2618.647684 = -285062.256068
  nChanged 3
		SP:Iteration 43Q (104364.350000 sec): 3 clusters
  Score: Raw -287682.401873 + Penalty 2618.647684 = -285063.754189
  nChanged 5
		SP:Iteration 44Q (104364.410000 sec): 3 clusters
  Score: Raw -287683.930686 + Penalty 2618.647684 = -285065.283002
  nChanged 3
		SP:Iteration 45Q (104364.470000 sec): 3 clusters
  Score: Raw -287684.995281 + Penalty 2618.647684 = -285066.347597
  nChanged 1
		SP:Iteration 46Q (104364.530000 sec): 3 clusters
  Score: Raw -287685.199782 + Penalty 2618.647684 = -285066.552098
  nChanged 0
		SP:Iteration 47F (104364.590000 sec): 3 clusters
  Score: Raw -287685.199782 + Penalty 2618.647684 = -285066.552098
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 23 (8758 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (104364.700000 sec): 2 clusters
  Score: Raw -726933.442116 + Penalty 1475.129963 = -725458.312153
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (104364.840000 sec): 3 clusters
  Score: Raw -722031.595359 + Penalty 2950.259925 = -719081.335434
  nChanged 3753
		SP:Iteration 1F (104364.980000 sec): 3 clusters
  Score: Raw -724088.300419 + Penalty 2950.259925 = -721138.040493
  nChanged 529
		SP:Iteration 2F (104365.120000 sec): 3 clusters
  Score: Raw -724287.011177 + Penalty 2950.259925 = -721336.751252
  nChanged 411
		SP:Iteration 3Q (104365.260000 sec): 3 clusters
  Score: Raw -724454.527516 + Penalty 2950.259925 = -721504.267590
  nChanged 364
		SP:Iteration 4Q (104365.400000 sec): 3 clusters
  Score: Raw -724609.875055 + Penalty 2950.259925 = -721659.615129
  nChanged 341
		SP:Iteration 5Q (104365.540000 sec): 3 clusters
  Score: Raw -724777.858591 + Penalty 2950.259925 = -721827.598665
  nChanged 386
		SP:Iteration 6Q (104365.680000 sec): 3 clusters
  Score: Raw -725012.005884 + Penalty 2950.259925 = -722061.745959
  nChanged 407
		SP:Iteration 7Q (104365.820000 sec): 3 clusters
  Score: Raw -725263.783978 + Penalty 2950.259925 = -722313.524053
  nChanged 434
		SP:Iteration 8Q (104365.970000 sec): 3 clusters
  Score: Raw -725589.034902 + Penalty 2950.259925 = -722638.774977
  nChanged 449
		SP:Iteration 9F (104366.110000 sec): 3 clusters
  Score: Raw -725953.978409 + Penalty 2950.259925 = -723003.718484
  nChanged 368
		SP:Iteration 10Q (104366.250000 sec): 3 clusters
  Score: Raw -726278.244655 + Penalty 2950.259925 = -723327.984729
  nChanged 313
		SP:Iteration 11Q (104366.380000 sec): 3 clusters
  Score: Raw -726542.575373 + Penalty 2950.259925 = -723592.315447
  nChanged 208
		SP:Iteration 12Q (104366.510000 sec): 3 clusters
  Score: Raw -726722.837745 + Penalty 2950.259925 = -723772.577820
  nChanged 153
		SP:Iteration 13Q (104366.640000 sec): 3 clusters
  Score: Raw -726855.465178 + Penalty 2950.259925 = -723905.205253
  nChanged 118
		SP:Iteration 14Q (104366.770000 sec): 3 clusters
  Score: Raw -726952.325364 + Penalty 2950.259925 = -724002.065439
  nChanged 89
		SP:Iteration 15Q (104366.910000 sec): 3 clusters
  Score: Raw -727022.714562 + Penalty 2950.259925 = -724072.454637
  nChanged 70
		SP:Iteration 16Q (104367.040000 sec): 3 clusters
  Score: Raw -727077.264660 + Penalty 2950.259925 = -724127.004735
  nChanged 52
		SP:Iteration 17Q (104367.170000 sec): 3 clusters
  Score: Raw -727117.806851 + Penalty 2950.259925 = -724167.546926
  nChanged 43
		SP:Iteration 18Q (104367.300000 sec): 3 clusters
  Score: Raw -727140.502768 + Penalty 2950.259925 = -724190.242843
  nChanged 30
		SP:Iteration 19Q (104367.430000 sec): 3 clusters
  Score: Raw -727155.859097 + Penalty 2950.259925 = -724205.599172
  nChanged 18
		SP:Iteration 20F (104367.570000 sec): 3 clusters
  Score: Raw -727169.317382 + Penalty 2950.259925 = -724219.057456
  nChanged 14
		SP:Iteration 21Q (104367.690000 sec): 3 clusters
  Score: Raw -727175.799133 + Penalty 2950.259925 = -724225.539208
  nChanged 13
		SP:Iteration 22Q (104367.810000 sec): 3 clusters
  Score: Raw -727183.554161 + Penalty 2950.259925 = -724233.294236
  nChanged 12
		SP:Iteration 23Q (104367.930000 sec): 3 clusters
  Score: Raw -727188.867343 + Penalty 2950.259925 = -724238.607417
  nChanged 9
		SP:Iteration 24Q (104368.070000 sec): 3 clusters
  Score: Raw -727194.768781 + Penalty 2950.259925 = -724244.508856
  nChanged 7
		SP:Iteration 25Q (104368.200000 sec): 3 clusters
  Score: Raw -727200.172765 + Penalty 2950.259925 = -724249.912840
  nChanged 11
		SP:Iteration 26Q (104368.330000 sec): 3 clusters
  Score: Raw -727208.050947 + Penalty 2950.259925 = -724257.791022
  nChanged 15
		SP:Iteration 27Q (104368.460000 sec): 3 clusters
  Score: Raw -727217.528088 + Penalty 2950.259925 = -724267.268163
  nChanged 12
		SP:Iteration 28Q (104368.590000 sec): 3 clusters
  Score: Raw -727223.807782 + Penalty 2950.259925 = -724273.547856
  nChanged 8
		SP:Iteration 29Q (104368.720000 sec): 3 clusters
  Score: Raw -727227.887447 + Penalty 2950.259925 = -724277.627521
  nChanged 8
		SP:Iteration 30Q (104368.850000 sec): 3 clusters
  Score: Raw -727232.083071 + Penalty 2950.259925 = -724281.823145
  nChanged 9
		SP:Iteration 31Q (104368.980000 sec): 3 clusters
  Score: Raw -727237.033424 + Penalty 2950.259925 = -724286.773498
  nChanged 6
		SP:Iteration 32Q (104369.110000 sec): 3 clusters
  Score: Raw -727242.741802 + Penalty 2950.259925 = -724292.481877
  nChanged 10
		SP:Iteration 33Q (104369.240000 sec): 3 clusters
  Score: Raw -727250.764984 + Penalty 2950.259925 = -724300.505058
  nChanged 7
		SP:Iteration 34Q (104369.360000 sec): 3 clusters
  Score: Raw -727254.820492 + Penalty 2950.259925 = -724304.560566
  nChanged 3
		SP:Iteration 35Q (104369.480000 sec): 3 clusters
  Score: Raw -727257.000673 + Penalty 2950.259925 = -724306.740748
  nChanged 4
		SP:Iteration 36Q (104369.600000 sec): 3 clusters
  Score: Raw -727259.802560 + Penalty 2950.259925 = -724309.542635
  nChanged 3
		SP:Iteration 37Q (104369.710000 sec): 3 clusters
  Score: Raw -727261.651399 + Penalty 2950.259925 = -724311.391474
  nChanged 2
		SP:Iteration 38Q (104369.840000 sec): 3 clusters
  Score: Raw -727262.466619 + Penalty 2950.259925 = -724312.206694
  nChanged 1
		SP:Iteration 39Q (104369.970000 sec): 3 clusters
  Score: Raw -727262.975023 + Penalty 2950.259925 = -724312.715098
  nChanged 1
		SP:Iteration 40F (104370.100000 sec): 3 clusters
  Score: Raw -727263.438383 + Penalty 2950.259925 = -724313.178457
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 24 (3938 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (104370.180000 sec): 2 clusters
  Score: Raw -275248.543473 + Penalty 1345.244592 = -273903.298881
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (104370.270000 sec): 3 clusters
  Score: Raw -273344.416087 + Penalty 2690.489184 = -270653.926903
  nChanged 1584
		SP:Iteration 1F (104370.350000 sec): 3 clusters
  Score: Raw -274601.007197 + Penalty 2690.489184 = -271910.518013
  nChanged 387
		SP:Iteration 2F (104370.420000 sec): 3 clusters
  Score: Raw -274926.920857 + Penalty 2690.489184 = -272236.431673
  nChanged 259
		SP:Iteration 3F (104370.500000 sec): 3 clusters
  Score: Raw -275135.108247 + Penalty 2690.489184 = -272444.619062
  nChanged 195
		SP:Iteration 4Q (104370.570000 sec): 3 clusters
  Score: Raw -275290.602455 + Penalty 2690.489184 = -272600.113270
  nChanged 171
		SP:Iteration 5Q (104370.640000 sec): 3 clusters
  Score: Raw -275410.351527 + Penalty 2690.489184 = -272719.862343
  nChanged 152
		SP:Iteration 6Q (104370.720000 sec): 3 clusters
  Score: Raw -275519.087662 + Penalty 2690.489184 = -272828.598477
  nChanged 122
		SP:Iteration 7Q (104370.790000 sec): 3 clusters
  Score: Raw -275591.869473 + Penalty 2690.489184 = -272901.380289
  nChanged 106
		SP:Iteration 8Q (104370.870000 sec): 3 clusters
  Score: Raw -275653.623233 + Penalty 2690.489184 = -272963.134049
  nChanged 94
		SP:Iteration 9Q (104370.940000 sec): 3 clusters
  Score: Raw -275702.495253 + Penalty 2690.489184 = -273012.006069
  nChanged 70
		SP:Iteration 10Q (104371.020000 sec): 3 clusters
  Score: Raw -275734.046131 + Penalty 2690.489184 = -273043.556947
  nChanged 61
		SP:Iteration 11Q (104371.090000 sec): 3 clusters
  Score: Raw -275765.505720 + Penalty 2690.489184 = -273075.016536
  nChanged 57
		SP:Iteration 12Q (104371.160000 sec): 3 clusters
  Score: Raw -275792.768553 + Penalty 2690.489184 = -273102.279369
  nChanged 46
		SP:Iteration 13Q (104371.240000 sec): 3 clusters
  Score: Raw -275809.354338 + Penalty 2690.489184 = -273118.865154
  nChanged 35
		SP:Iteration 14Q (104371.310000 sec): 3 clusters
  Score: Raw -275818.245195 + Penalty 2690.489184 = -273127.756010
  nChanged 23
		SP:Iteration 15Q (104371.380000 sec): 3 clusters
  Score: Raw -275825.726397 + Penalty 2690.489184 = -273135.237213
  nChanged 31
		SP:Iteration 16Q (104371.460000 sec): 3 clusters
  Score: Raw -275835.141214 + Penalty 2690.489184 = -273144.652029
  nChanged 20
		SP:Iteration 17Q (104371.530000 sec): 3 clusters
  Score: Raw -275839.876089 + Penalty 2690.489184 = -273149.386904
  nChanged 15
		SP:Iteration 18Q (104371.600000 sec): 3 clusters
  Score: Raw -275842.831974 + Penalty 2690.489184 = -273152.342790
  nChanged 6
		SP:Iteration 19Q (104371.680000 sec): 3 clusters
  Score: Raw -275843.675726 + Penalty 2690.489184 = -273153.186542
  nChanged 4
		SP:Iteration 20F (104371.750000 sec): 3 clusters
  Score: Raw -275844.255409 + Penalty 2690.489184 = -273153.766225
  nChanged 2
		SP:Iteration 21Q (104371.820000 sec): 3 clusters
  Score: Raw -275844.435533 + Penalty 2690.489184 = -273153.946349
  nChanged 2
		SP:Iteration 22Q (104371.900000 sec): 3 clusters
  Score: Raw -275844.795104 + Penalty 2690.489184 = -273154.305920
  nChanged 1
		SP:Iteration 23Q (104371.970000 sec): 3 clusters
  Score: Raw -275844.892432 + Penalty 2690.489184 = -273154.403248
  nChanged 4
		SP:Iteration 24Q (104372.050000 sec): 3 clusters
  Score: Raw -275845.451272 + Penalty 2690.489184 = -273154.962087
  nChanged 5
		SP:Iteration 25Q (104372.120000 sec): 3 clusters
  Score: Raw -275846.527618 + Penalty 2690.489184 = -273156.038433
  nChanged 4
		SP:Iteration 26Q (104372.200000 sec): 3 clusters
  Score: Raw -275847.392227 + Penalty 2690.489184 = -273156.903043
  nChanged 5
		SP:Iteration 27Q (104372.270000 sec): 3 clusters
  Score: Raw -275849.137233 + Penalty 2690.489184 = -273158.648048
  nChanged 6
		SP:Iteration 28Q (104372.340000 sec): 3 clusters
  Score: Raw -275850.400017 + Penalty 2690.489184 = -273159.910833
  nChanged 5
		SP:Iteration 29Q (104372.420000 sec): 3 clusters
  Score: Raw -275852.205849 + Penalty 2690.489184 = -273161.716665
  nChanged 6
		SP:Iteration 30Q (104372.490000 sec): 3 clusters
  Score: Raw -275853.520667 + Penalty 2690.489184 = -273163.031482
  nChanged 1
		SP:Iteration 31Q (104372.570000 sec): 3 clusters
  Score: Raw -275854.118148 + Penalty 2690.489184 = -273163.628964
  nChanged 2
		SP:Iteration 32Q (104372.640000 sec): 3 clusters
  Score: Raw -275854.495953 + Penalty 2690.489184 = -273164.006769
  nChanged 3
		SP:Iteration 33Q (104372.720000 sec): 3 clusters
  Score: Raw -275855.147609 + Penalty 2690.489184 = -273164.658425
  nChanged 2
		SP:Iteration 34Q (104372.790000 sec): 3 clusters
  Score: Raw -275855.793003 + Penalty 2690.489184 = -273165.303819
  nChanged 1
		SP:Iteration 35Q (104372.860000 sec): 3 clusters
  Score: Raw -275856.093976 + Penalty 2690.489184 = -273165.604792
  nChanged 0
		SP:Iteration 36F (104372.940000 sec): 3 clusters
  Score: Raw -275856.093976 + Penalty 2690.489184 = -273165.604792
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 25 (4283 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (104373.010000 sec): 2 clusters
  Score: Raw -343578.099893 + Penalty 1358.891459 = -342219.208434
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (104373.100000 sec): 3 clusters
  Score: Raw -341433.476313 + Penalty 2717.782918 = -338715.693395
  nChanged 1707
		SP:Iteration 1F (104373.180000 sec): 3 clusters
  Score: Raw -342572.584610 + Penalty 2717.782918 = -339854.801692
  nChanged 404
		SP:Iteration 2F (104373.260000 sec): 3 clusters
  Score: Raw -342937.114908 + Penalty 2717.782918 = -340219.331991
  nChanged 327
		SP:Iteration 3F (104373.340000 sec): 3 clusters
  Score: Raw -343258.517164 + Penalty 2717.782918 = -340540.734247
  nChanged 280
		SP:Iteration 4F (104373.420000 sec): 3 clusters
  Score: Raw -343519.834539 + Penalty 2717.782918 = -340802.051622
  nChanged 247
		SP:Iteration 5F (104373.500000 sec): 3 clusters
  Score: Raw -343730.806070 + Penalty 2717.782918 = -341013.023152
  nChanged 168
		SP:Iteration 6Q (104373.580000 sec): 3 clusters
  Score: Raw -343857.114545 + Penalty 2717.782918 = -341139.331627
  nChanged 129
		SP:Iteration 7Q (104373.670000 sec): 3 clusters
  Score: Raw -343943.775455 + Penalty 2717.782918 = -341225.992537
  nChanged 101
		SP:Iteration 8Q (104373.750000 sec): 3 clusters
  Score: Raw -344013.039846 + Penalty 2717.782918 = -341295.256928
  nChanged 82
		SP:Iteration 9Q (104373.830000 sec): 3 clusters
  Score: Raw -344067.001449 + Penalty 2717.782918 = -341349.218531
  nChanged 71
		SP:Iteration 10Q (104373.910000 sec): 3 clusters
  Score: Raw -344109.476959 + Penalty 2717.782918 = -341391.694041
  nChanged 49
		SP:Iteration 11Q (104373.980000 sec): 3 clusters
  Score: Raw -344132.370203 + Penalty 2717.782918 = -341414.587285
  nChanged 38
		SP:Iteration 12Q (104374.060000 sec): 3 clusters
  Score: Raw -344154.288458 + Penalty 2717.782918 = -341436.505540
  nChanged 37
		SP:Iteration 13Q (104374.140000 sec): 3 clusters
  Score: Raw -344171.792985 + Penalty 2717.782918 = -341454.010067
  nChanged 30
		SP:Iteration 14Q (104374.220000 sec): 3 clusters
  Score: Raw -344184.608443 + Penalty 2717.782918 = -341466.825526
  nChanged 24
		SP:Iteration 15Q (104374.300000 sec): 3 clusters
  Score: Raw -344195.704494 + Penalty 2717.782918 = -341477.921576
  nChanged 20
		SP:Iteration 16Q (104374.380000 sec): 3 clusters
  Score: Raw -344205.722017 + Penalty 2717.782918 = -341487.939100
  nChanged 24
		SP:Iteration 17Q (104374.460000 sec): 3 clusters
  Score: Raw -344216.404656 + Penalty 2717.782918 = -341498.621739
  nChanged 21
		SP:Iteration 18Q (104374.540000 sec): 3 clusters
  Score: Raw -344224.853456 + Penalty 2717.782918 = -341507.070539
  nChanged 14
		SP:Iteration 19Q (104374.610000 sec): 3 clusters
  Score: Raw -344234.453389 + Penalty 2717.782918 = -341516.670471
  nChanged 16
		SP:Iteration 20F (104374.690000 sec): 3 clusters
  Score: Raw -344241.516246 + Penalty 2717.782918 = -341523.733329
  nChanged 16
		SP:Iteration 21Q (104374.770000 sec): 3 clusters
  Score: Raw -344247.783286 + Penalty 2717.782918 = -341530.000368
  nChanged 9
		SP:Iteration 22Q (104374.850000 sec): 3 clusters
  Score: Raw -344250.719451 + Penalty 2717.782918 = -341532.936534
  nChanged 7
		SP:Iteration 23Q (104374.930000 sec): 3 clusters
  Score: Raw -344252.860969 + Penalty 2717.782918 = -341535.078052
  nChanged 9
		SP:Iteration 24Q (104375.010000 sec): 3 clusters
  Score: Raw -344254.868986 + Penalty 2717.782918 = -341537.086069
  nChanged 5
		SP:Iteration 25Q (104375.090000 sec): 3 clusters
  Score: Raw -344256.723164 + Penalty 2717.782918 = -341538.940246
  nChanged 5
		SP:Iteration 26Q (104375.170000 sec): 3 clusters
  Score: Raw -344258.068492 + Penalty 2717.782918 = -341540.285574
  nChanged 4
		SP:Iteration 27Q (104375.240000 sec): 3 clusters
  Score: Raw -344259.996227 + Penalty 2717.782918 = -341542.213310
  nChanged 6
		SP:Iteration 28Q (104375.320000 sec): 3 clusters
  Score: Raw -344262.227874 + Penalty 2717.782918 = -341544.444957
  nChanged 6
		SP:Iteration 29Q (104375.400000 sec): 3 clusters
  Score: Raw -344264.282543 + Penalty 2717.782918 = -341546.499625
  nChanged 1
		SP:Iteration 30Q (104375.480000 sec): 3 clusters
  Score: Raw -344264.810831 + Penalty 2717.782918 = -341547.027913
  nChanged 0
		SP:Iteration 31F (104375.560000 sec): 3 clusters
  Score: Raw -344264.810831 + Penalty 2717.782918 = -341547.027913
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 26 (24865 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (104375.820000 sec): 2 clusters
  Score: Raw -2244255.728928 + Penalty 1644.697677 = -2242611.031251
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (104376.160000 sec): 3 clusters
  Score: Raw -2229008.888416 + Penalty 3289.395353 = -2225719.493063
  nChanged 11382
		SP:Iteration 1F (104376.460000 sec): 3 clusters
  Score: Raw -2235221.994575 + Penalty 3289.395353 = -2231932.599222
  nChanged 1156
		SP:Iteration 2Q (104376.750000 sec): 3 clusters
  Score: Raw -2235625.915557 + Penalty 3289.395353 = -2232336.520204
  nChanged 1148
		SP:Iteration 3Q (104377.100000 sec): 3 clusters
  Score: Raw -2236039.238744 + Penalty 3289.395353 = -2232749.843391
  nChanged 1190
		SP:Iteration 4Q (104377.390000 sec): 3 clusters
  Score: Raw -2236543.269742 + Penalty 3289.395353 = -2233253.874389
  nChanged 1301
		SP:Iteration 5F (104377.720000 sec): 3 clusters
  Score: Raw -2237158.659198 + Penalty 3289.395353 = -2233869.263845
  nChanged 1468
		SP:Iteration 6F (104378.020000 sec): 3 clusters
  Score: Raw -2237977.420654 + Penalty 3289.395353 = -2234688.025300
  nChanged 1622
		SP:Iteration 7F (104378.300000 sec): 3 clusters
  Score: Raw -2239041.171913 + Penalty 3289.395353 = -2235751.776560
  nChanged 1669
		SP:Iteration 8F (104378.580000 sec): 3 clusters
  Score: Raw -2240286.510627 + Penalty 3289.395353 = -2236997.115274
  nChanged 1574
		SP:Iteration 9F (104378.900000 sec): 3 clusters
  Score: Raw -2241590.010897 + Penalty 3289.395353 = -2238300.615544
  nChanged 1249
		SP:Iteration 10F (104379.200000 sec): 3 clusters
  Score: Raw -2242622.040725 + Penalty 3289.395353 = -2239332.645371
  nChanged 863
		SP:Iteration 11Q (104379.490000 sec): 3 clusters
  Score: Raw -2243346.295322 + Penalty 3289.395353 = -2240056.899969
  nChanged 567
		SP:Iteration 12Q (104379.820000 sec): 3 clusters
  Score: Raw -2243840.410151 + Penalty 3289.395353 = -2240551.014798
  nChanged 328
		SP:Iteration 13Q (104380.110000 sec): 3 clusters
  Score: Raw -2244147.977547 + Penalty 3289.395353 = -2240858.582194
  nChanged 161
		SP:Iteration 14Q (104380.370000 sec): 3 clusters
  Score: Raw -2244305.912773 + Penalty 3289.395353 = -2241016.517420
  nChanged 80
		SP:Iteration 15Q (104380.620000 sec): 3 clusters
  Score: Raw -2244383.780203 + Penalty 3289.395353 = -2241094.384850
  nChanged 39
		SP:Iteration 16Q (104380.880000 sec): 3 clusters
  Score: Raw -2244428.181607 + Penalty 3289.395353 = -2241138.786253
  nChanged 30
		SP:Iteration 17Q (104381.120000 sec): 3 clusters
  Score: Raw -2244465.899275 + Penalty 3289.395353 = -2241176.503922
  nChanged 30
		SP:Iteration 18Q (104381.400000 sec): 3 clusters
  Score: Raw -2244497.681866 + Penalty 3289.395353 = -2241208.286512
  nChanged 21
		SP:Iteration 19Q (104381.650000 sec): 3 clusters
  Score: Raw -2244518.961194 + Penalty 3289.395353 = -2241229.565841
  nChanged 13
		SP:Iteration 20F (104381.950000 sec): 3 clusters
  Score: Raw -2244527.572006 + Penalty 3289.395353 = -2241238.176653
  nChanged 7
		SP:Iteration 21Q (104382.200000 sec): 3 clusters
  Score: Raw -2244533.558613 + Penalty 3289.395353 = -2241244.163260
  nChanged 4
		SP:Iteration 22Q (104382.440000 sec): 3 clusters
  Score: Raw -2244538.118677 + Penalty 3289.395353 = -2241248.723324
  nChanged 5
		SP:Iteration 23Q (104382.690000 sec): 3 clusters
  Score: Raw -2244541.631380 + Penalty 3289.395353 = -2241252.236027
  nChanged 6
		SP:Iteration 24Q (104382.940000 sec): 3 clusters
  Score: Raw -2244545.498233 + Penalty 3289.395353 = -2241256.102880
  nChanged 5
		SP:Iteration 25Q (104383.200000 sec): 3 clusters
  Score: Raw -2244548.379623 + Penalty 3289.395353 = -2241258.984270
  nChanged 1
		SP:Iteration 26Q (104383.480000 sec): 3 clusters
  Score: Raw -2244548.909160 + Penalty 3289.395353 = -2241259.513807
  nChanged 1
		SP:Iteration 27Q (104383.730000 sec): 3 clusters
  Score: Raw -2244549.517211 + Penalty 3289.395353 = -2241260.121858
  nChanged 1
		SP:Iteration 28Q (104384.000000 sec): 3 clusters
  Score: Raw -2244549.834405 + Penalty 3289.395353 = -2241260.439052
  nChanged 1
		SP:Iteration 29Q (104384.250000 sec): 3 clusters
  Score: Raw -2244550.071036 + Penalty 3289.395353 = -2241260.675683
  nChanged 0
		SP:Iteration 30F (104384.520000 sec): 3 clusters
  Score: Raw -2244550.071036 + Penalty 3289.395353 = -2241260.675683
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 27 (3024 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (104384.580000 sec): 2 clusters
  Score: Raw -254691.947058 + Penalty 1302.329557 = -253389.617501
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (104384.660000 sec): 3 clusters
  Score: Raw -253303.871854 + Penalty 2604.659115 = -250699.212739
  nChanged 1129
		SP:Iteration 1F (104384.730000 sec): 3 clusters
  Score: Raw -254049.361568 + Penalty 2604.659115 = -251444.702454
  nChanged 277
		SP:Iteration 2F (104384.780000 sec): 3 clusters
  Score: Raw -254338.704167 + Penalty 2604.659115 = -251734.045053
  nChanged 203
		SP:Iteration 3F (104384.840000 sec): 3 clusters
  Score: Raw -254580.224312 + Penalty 2604.659115 = -251975.565198
  nChanged 183
		SP:Iteration 4F (104384.900000 sec): 3 clusters
  Score: Raw -254836.629254 + Penalty 2604.659115 = -252231.970140
  nChanged 190
		SP:Iteration 5F (104384.950000 sec): 3 clusters
  Score: Raw -255085.383160 + Penalty 2604.659115 = -252480.724046
  nChanged 169
		SP:Iteration 6F (104385.010000 sec): 3 clusters
  Score: Raw -255283.308814 + Penalty 2604.659115 = -252678.649700
  nChanged 155
		SP:Iteration 7F (104385.060000 sec): 3 clusters
  Score: Raw -255430.738586 + Penalty 2604.659115 = -252826.079471
  nChanged 106
		SP:Iteration 8Q (104385.120000 sec): 3 clusters
  Score: Raw -255506.864883 + Penalty 2604.659115 = -252902.205768
  nChanged 78
		SP:Iteration 9Q (104385.180000 sec): 3 clusters
  Score: Raw -255557.974659 + Penalty 2604.659115 = -252953.315544
  nChanged 49
		SP:Iteration 10Q (104385.230000 sec): 3 clusters
  Score: Raw -255592.359893 + Penalty 2604.659115 = -252987.700778
  nChanged 34
		SP:Iteration 11Q (104385.290000 sec): 3 clusters
  Score: Raw -255620.632119 + Penalty 2604.659115 = -253015.973005
  nChanged 39
		SP:Iteration 12Q (104385.340000 sec): 3 clusters
  Score: Raw -255650.120331 + Penalty 2604.659115 = -253045.461217
  nChanged 26
		SP:Iteration 13Q (104385.400000 sec): 3 clusters
  Score: Raw -255667.027184 + Penalty 2604.659115 = -253062.368069
  nChanged 23
		SP:Iteration 14Q (104385.450000 sec): 3 clusters
  Score: Raw -255681.566258 + Penalty 2604.659115 = -253076.907144
  nChanged 23
		SP:Iteration 15Q (104385.500000 sec): 3 clusters
  Score: Raw -255692.515514 + Penalty 2604.659115 = -253087.856400
  nChanged 11
		SP:Iteration 16Q (104385.560000 sec): 3 clusters
  Score: Raw -255697.466981 + Penalty 2604.659115 = -253092.807867
  nChanged 7
		SP:Iteration 17Q (104385.620000 sec): 3 clusters
  Score: Raw -255700.250013 + Penalty 2604.659115 = -253095.590899
  nChanged 6
		SP:Iteration 18Q (104385.670000 sec): 3 clusters
  Score: Raw -255704.127256 + Penalty 2604.659115 = -253099.468141
  nChanged 9
		SP:Iteration 19Q (104385.720000 sec): 3 clusters
  Score: Raw -255707.347254 + Penalty 2604.659115 = -253102.688139
  nChanged 9
		SP:Iteration 20F (104385.780000 sec): 3 clusters
  Score: Raw -255710.309387 + Penalty 2604.659115 = -253105.650272
  nChanged 5
		SP:Iteration 21Q (104385.840000 sec): 3 clusters
  Score: Raw -255711.829358 + Penalty 2604.659115 = -253107.170243
  nChanged 2
		SP:Iteration 22Q (104385.890000 sec): 3 clusters
  Score: Raw -255712.467731 + Penalty 2604.659115 = -253107.808616
  nChanged 1
		SP:Iteration 23Q (104385.940000 sec): 3 clusters
  Score: Raw -255712.673805 + Penalty 2604.659115 = -253108.014690
  nChanged 1
		SP:Iteration 24Q (104386.000000 sec): 3 clusters
  Score: Raw -255712.890940 + Penalty 2604.659115 = -253108.231825
  nChanged 0
		SP:Iteration 25F (104386.060000 sec): 3 clusters
  Score: Raw -255712.890940 + Penalty 2604.659115 = -253108.231825
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 28 (2715 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (104386.120000 sec): 2 clusters
  Score: Raw -245259.569888 + Penalty 1284.813925 = -243974.755963
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (104386.180000 sec): 3 clusters
  Score: Raw -244005.869422 + Penalty 2569.627851 = -241436.241572
  nChanged 1050
		SP:Iteration 1F (104386.230000 sec): 3 clusters
  Score: Raw -244627.085199 + Penalty 2569.627851 = -242057.457349
  nChanged 199
		SP:Iteration 2F (104386.280000 sec): 3 clusters
  Score: Raw -244763.364859 + Penalty 2569.627851 = -242193.737009
  nChanged 119
		SP:Iteration 3Q (104386.330000 sec): 3 clusters
  Score: Raw -244832.549957 + Penalty 2569.627851 = -242262.922107
  nChanged 95
		SP:Iteration 4Q (104386.380000 sec): 3 clusters
  Score: Raw -244879.267073 + Penalty 2569.627851 = -242309.639222
  nChanged 64
		SP:Iteration 5Q (104386.440000 sec): 3 clusters
  Score: Raw -244904.797074 + Penalty 2569.627851 = -242335.169223
  nChanged 42
		SP:Iteration 6Q (104386.490000 sec): 3 clusters
  Score: Raw -244921.401746 + Penalty 2569.627851 = -242351.773896
  nChanged 30
		SP:Iteration 7Q (104386.540000 sec): 3 clusters
  Score: Raw -244934.947203 + Penalty 2569.627851 = -242365.319352
  nChanged 33
		SP:Iteration 8Q (104386.600000 sec): 3 clusters
  Score: Raw -244949.245898 + Penalty 2569.627851 = -242379.618048
  nChanged 32
		SP:Iteration 9Q (104386.650000 sec): 3 clusters
  Score: Raw -244961.193751 + Penalty 2569.627851 = -242391.565900
  nChanged 17
		SP:Iteration 10Q (104386.700000 sec): 3 clusters
  Score: Raw -244967.643111 + Penalty 2569.627851 = -242398.015261
  nChanged 17
		SP:Iteration 11Q (104386.750000 sec): 3 clusters
  Score: Raw -244974.204133 + Penalty 2569.627851 = -242404.576283
  nChanged 21
		SP:Iteration 12Q (104386.810000 sec): 3 clusters
  Score: Raw -244981.616105 + Penalty 2569.627851 = -242411.988255
  nChanged 23
		SP:Iteration 13Q (104386.860000 sec): 3 clusters
  Score: Raw -244993.548009 + Penalty 2569.627851 = -242423.920159
  nChanged 29
		SP:Iteration 14Q (104386.910000 sec): 3 clusters
  Score: Raw -245005.852885 + Penalty 2569.627851 = -242436.225034
  nChanged 30
		SP:Iteration 15Q (104386.960000 sec): 3 clusters
  Score: Raw -245017.804462 + Penalty 2569.627851 = -242448.176612
  nChanged 28
		SP:Iteration 16Q (104387.020000 sec): 3 clusters
  Score: Raw -245030.391512 + Penalty 2569.627851 = -242460.763662
  nChanged 32
		SP:Iteration 17Q (104387.070000 sec): 3 clusters
  Score: Raw -245042.850522 + Penalty 2569.627851 = -242473.222672
  nChanged 23
		SP:Iteration 18Q (104387.120000 sec): 3 clusters
  Score: Raw -245051.745358 + Penalty 2569.627851 = -242482.117508
  nChanged 26
		SP:Iteration 19Q (104387.170000 sec): 3 clusters
  Score: Raw -245062.437374 + Penalty 2569.627851 = -242492.809524
  nChanged 33
		SP:Iteration 20F (104387.220000 sec): 3 clusters
  Score: Raw -245074.614456 + Penalty 2569.627851 = -242504.986606
  nChanged 39
		SP:Iteration 21Q (104387.280000 sec): 3 clusters
  Score: Raw -245091.090426 + Penalty 2569.627851 = -242521.462575
  nChanged 52
		SP:Iteration 22Q (104387.330000 sec): 3 clusters
  Score: Raw -245117.897609 + Penalty 2569.627851 = -242548.269759
  nChanged 55
		SP:Iteration 23Q (104387.380000 sec): 3 clusters
  Score: Raw -245148.353865 + Penalty 2569.627851 = -242578.726014
  nChanged 62
		SP:Iteration 24Q (104387.430000 sec): 3 clusters
  Score: Raw -245185.612859 + Penalty 2569.627851 = -242615.985008
  nChanged 71
		SP:Iteration 25Q (104387.480000 sec): 3 clusters
  Score: Raw -245233.195332 + Penalty 2569.627851 = -242663.567482
  nChanged 66
		SP:Iteration 26Q (104387.540000 sec): 3 clusters
  Score: Raw -245278.279827 + Penalty 2569.627851 = -242708.651976
  nChanged 50
		SP:Iteration 27Q (104387.590000 sec): 3 clusters
  Score: Raw -245308.292095 + Penalty 2569.627851 = -242738.664244
  nChanged 41
		SP:Iteration 28Q (104387.640000 sec): 3 clusters
  Score: Raw -245336.269318 + Penalty 2569.627851 = -242766.641467
  nChanged 31
		SP:Iteration 29Q (104387.690000 sec): 3 clusters
  Score: Raw -245356.690151 + Penalty 2569.627851 = -242787.062301
  nChanged 27
		SP:Iteration 30Q (104387.740000 sec): 3 clusters
  Score: Raw -245374.316792 + Penalty 2569.627851 = -242804.688941
  nChanged 28
		SP:Iteration 31Q (104387.790000 sec): 3 clusters
  Score: Raw -245393.397086 + Penalty 2569.627851 = -242823.769235
  nChanged 20
		SP:Iteration 32Q (104387.840000 sec): 3 clusters
  Score: Raw -245405.679366 + Penalty 2569.627851 = -242836.051516
  nChanged 20
		SP:Iteration 33Q (104387.900000 sec): 3 clusters
  Score: Raw -245420.866672 + Penalty 2569.627851 = -242851.238822
  nChanged 19
		SP:Iteration 34Q (104387.950000 sec): 3 clusters
  Score: Raw -245432.976017 + Penalty 2569.627851 = -242863.348166
  nChanged 15
		SP:Iteration 35Q (104388.000000 sec): 3 clusters
  Score: Raw -245440.215942 + Penalty 2569.627851 = -242870.588091
  nChanged 10
		SP:Iteration 36Q (104388.050000 sec): 3 clusters
  Score: Raw -245445.627953 + Penalty 2569.627851 = -242876.000103
  nChanged 6
		SP:Iteration 37Q (104388.100000 sec): 3 clusters
  Score: Raw -245449.825774 + Penalty 2569.627851 = -242880.197923
  nChanged 3
		SP:Iteration 38Q (104388.160000 sec): 3 clusters
  Score: Raw -245451.685487 + Penalty 2569.627851 = -242882.057636
  nChanged 1
		SP:Iteration 39Q (104388.210000 sec): 3 clusters
  Score: Raw -245452.570932 + Penalty 2569.627851 = -242882.943081
  nChanged 1
		SP:Iteration 40F (104388.260000 sec): 3 clusters
  Score: Raw -245453.028570 + Penalty 2569.627851 = -242883.400719
  nChanged 1
		SP:Iteration 41Q (104388.310000 sec): 3 clusters
  Score: Raw -245453.561267 + Penalty 2569.627851 = -242883.933417
  nChanged 3
		SP:Iteration 42Q (104388.360000 sec): 3 clusters
  Score: Raw -245455.281620 + Penalty 2569.627851 = -242885.653770
  nChanged 2
		SP:Iteration 43Q (104388.410000 sec): 3 clusters
  Score: Raw -245457.493627 + Penalty 2569.627851 = -242887.865776
  nChanged 3
		SP:Iteration 44Q (104388.460000 sec): 3 clusters
  Score: Raw -245460.363145 + Penalty 2569.627851 = -242890.735295
  nChanged 5
		SP:Iteration 45Q (104388.510000 sec): 3 clusters
  Score: Raw -245464.076351 + Penalty 2569.627851 = -242894.448500
  nChanged 5
		SP:Iteration 46Q (104388.560000 sec): 3 clusters
  Score: Raw -245467.587553 + Penalty 2569.627851 = -242897.959702
  nChanged 4
		SP:Iteration 47Q (104388.610000 sec): 3 clusters
  Score: Raw -245471.496818 + Penalty 2569.627851 = -242901.868967
  nChanged 8
		SP:Iteration 48Q (104388.670000 sec): 3 clusters
  Score: Raw -245476.205247 + Penalty 2569.627851 = -242906.577396
  nChanged 6
		SP:Iteration 49Q (104388.710000 sec): 3 clusters
  Score: Raw -245481.216589 + Penalty 2569.627851 = -242911.588738
  nChanged 5
		SP:Iteration 50Q (104388.770000 sec): 3 clusters
  Score: Raw -245485.591719 + Penalty 2569.627851 = -242915.963869
  nChanged 6
		SP:Iteration 51Q (104388.810000 sec): 3 clusters
  Score: Raw -245491.343906 + Penalty 2569.627851 = -242921.716056
  nChanged 6
		SP:Iteration 52Q (104388.870000 sec): 3 clusters
  Score: Raw -245498.582112 + Penalty 2569.627851 = -242928.954262
  nChanged 3
		SP:Iteration 53Q (104388.910000 sec): 3 clusters
  Score: Raw -245501.668474 + Penalty 2569.627851 = -242932.040624
  nChanged 2
		SP:Iteration 54Q (104388.970000 sec): 3 clusters
  Score: Raw -245502.450259 + Penalty 2569.627851 = -242932.822408
  nChanged 0
		SP:Iteration 55F (104389.020000 sec): 3 clusters
  Score: Raw -245502.450259 + Penalty 2569.627851 = -242932.822408
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 29 (19518 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (104389.200000 sec): 2 clusters
  Score: Raw -1773951.442639 + Penalty 1605.352514 = -1772346.090125
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (104389.450000 sec): 3 clusters
  Score: Raw -1762272.798519 + Penalty 3210.705029 = -1759062.093491
  nChanged 8697
		SP:Iteration 1F (104389.720000 sec): 3 clusters
  Score: Raw -1766998.604889 + Penalty 3210.705029 = -1763787.899861
  nChanged 934
		SP:Iteration 2Q (104389.990000 sec): 3 clusters
  Score: Raw -1767301.634844 + Penalty 3210.705029 = -1764090.929815
  nChanged 807
		SP:Iteration 3Q (104390.250000 sec): 3 clusters
  Score: Raw -1767525.186000 + Penalty 3210.705029 = -1764314.480971
  nChanged 692
		SP:Iteration 4Q (104390.500000 sec): 3 clusters
  Score: Raw -1767713.443251 + Penalty 3210.705029 = -1764502.738223
  nChanged 649
		SP:Iteration 5Q (104390.770000 sec): 3 clusters
  Score: Raw -1767901.419686 + Penalty 3210.705029 = -1764690.714658
  nChanged 613
		SP:Iteration 6Q (104391.060000 sec): 3 clusters
  Score: Raw -1768077.105281 + Penalty 3210.705029 = -1764866.400253
  nChanged 604
		SP:Iteration 7Q (104391.320000 sec): 3 clusters
  Score: Raw -1768259.125518 + Penalty 3210.705029 = -1765048.420489
  nChanged 591
		SP:Iteration 8Q (104391.570000 sec): 3 clusters
  Score: Raw -1768427.940128 + Penalty 3210.705029 = -1765217.235099
  nChanged 570
		SP:Iteration 9Q (104391.840000 sec): 3 clusters
  Score: Raw -1768603.993136 + Penalty 3210.705029 = -1765393.288107
  nChanged 575
		SP:Iteration 10Q (104392.100000 sec): 3 clusters
  Score: Raw -1768789.394657 + Penalty 3210.705029 = -1765578.689628
  nChanged 550
		SP:Iteration 11Q (104392.350000 sec): 3 clusters
  Score: Raw -1768980.020505 + Penalty 3210.705029 = -1765769.315477
  nChanged 563
		SP:Iteration 12Q (104392.620000 sec): 3 clusters
  Score: Raw -1769152.797904 + Penalty 3210.705029 = -1765942.092875
  nChanged 511
		SP:Iteration 13Q (104392.910000 sec): 3 clusters
  Score: Raw -1769326.305043 + Penalty 3210.705029 = -1766115.600014
  nChanged 529
		SP:Iteration 14Q (104393.170000 sec): 3 clusters
  Score: Raw -1769512.079560 + Penalty 3210.705029 = -1766301.374531
  nChanged 517
		SP:Iteration 15Q (104393.420000 sec): 3 clusters
  Score: Raw -1769711.837801 + Penalty 3210.705029 = -1766501.132773
  nChanged 539
		SP:Iteration 16Q (104393.690000 sec): 3 clusters
  Score: Raw -1769915.541713 + Penalty 3210.705029 = -1766704.836684
  nChanged 535
		SP:Iteration 17Q (104393.960000 sec): 3 clusters
  Score: Raw -1770112.315405 + Penalty 3210.705029 = -1766901.610377
  nChanged 543
		SP:Iteration 18Q (104394.220000 sec): 3 clusters
  Score: Raw -1770317.133865 + Penalty 3210.705029 = -1767106.428836
  nChanged 559
		SP:Iteration 19Q (104394.470000 sec): 3 clusters
  Score: Raw -1770531.848845 + Penalty 3210.705029 = -1767321.143817
  nChanged 604
		SP:Iteration 20F (104394.730000 sec): 3 clusters
  Score: Raw -1770785.518651 + Penalty 3210.705029 = -1767574.813623
  nChanged 663
		SP:Iteration 21Q (104394.990000 sec): 3 clusters
  Score: Raw -1771088.055291 + Penalty 3210.705029 = -1767877.350262
  nChanged 737
		SP:Iteration 22Q (104395.230000 sec): 3 clusters
  Score: Raw -1771447.378048 + Penalty 3210.705029 = -1768236.673019
  nChanged 776
		SP:Iteration 23Q (104395.490000 sec): 3 clusters
  Score: Raw -1771838.365179 + Penalty 3210.705029 = -1768627.660151
  nChanged 761
		SP:Iteration 24Q (104395.750000 sec): 3 clusters
  Score: Raw -1772252.316154 + Penalty 3210.705029 = -1769041.611125
  nChanged 700
		SP:Iteration 25Q (104395.980000 sec): 3 clusters
  Score: Raw -1772634.809296 + Penalty 3210.705029 = -1769424.104268
  nChanged 614
		SP:Iteration 26Q (104396.220000 sec): 3 clusters
  Score: Raw -1772976.869968 + Penalty 3210.705029 = -1769766.164940
  nChanged 516
		SP:Iteration 27Q (104396.450000 sec): 3 clusters
  Score: Raw -1773269.322277 + Penalty 3210.705029 = -1770058.617248
  nChanged 425
		SP:Iteration 28Q (104396.710000 sec): 3 clusters
  Score: Raw -1773502.199904 + Penalty 3210.705029 = -1770291.494876
  nChanged 303
		SP:Iteration 29Q (104396.950000 sec): 3 clusters
  Score: Raw -1773660.060296 + Penalty 3210.705029 = -1770449.355267
  nChanged 245
		SP:Iteration 30Q (104397.200000 sec): 3 clusters
  Score: Raw -1773785.078978 + Penalty 3210.705029 = -1770574.373950
  nChanged 176
		SP:Iteration 31Q (104397.440000 sec): 3 clusters
  Score: Raw -1773873.198560 + Penalty 3210.705029 = -1770662.493532
  nChanged 157
		SP:Iteration 32Q (104397.660000 sec): 3 clusters
  Score: Raw -1773963.379819 + Penalty 3210.705029 = -1770752.674790
  nChanged 132
		SP:Iteration 33Q (104397.890000 sec): 3 clusters
  Score: Raw -1774044.014165 + Penalty 3210.705029 = -1770833.309136
  nChanged 97
		SP:Iteration 34Q (104398.140000 sec): 3 clusters
  Score: Raw -1774091.343555 + Penalty 3210.705029 = -1770880.638527
  nChanged 72
		SP:Iteration 35Q (104398.370000 sec): 3 clusters
  Score: Raw -1774130.569803 + Penalty 3210.705029 = -1770919.864774
  nChanged 59
		SP:Iteration 36Q (104398.620000 sec): 3 clusters
  Score: Raw -1774164.779112 + Penalty 3210.705029 = -1770954.074083
  nChanged 42
		SP:Iteration 37Q (104398.860000 sec): 3 clusters
  Score: Raw -1774186.943670 + Penalty 3210.705029 = -1770976.238641
  nChanged 34
		SP:Iteration 38Q (104399.080000 sec): 3 clusters
  Score: Raw -1774201.995461 + Penalty 3210.705029 = -1770991.290432
  nChanged 22
		SP:Iteration 39Q (104399.310000 sec): 3 clusters
  Score: Raw -1774212.506792 + Penalty 3210.705029 = -1771001.801764
  nChanged 16
		SP:Iteration 40F (104399.580000 sec): 3 clusters
  Score: Raw -1774220.233187 + Penalty 3210.705029 = -1771009.528159
  nChanged 16
		SP:Iteration 41Q (104399.850000 sec): 3 clusters
  Score: Raw -1774228.750669 + Penalty 3210.705029 = -1771018.045640
  nChanged 16
		SP:Iteration 42Q (104400.090000 sec): 3 clusters
  Score: Raw -1774237.659584 + Penalty 3210.705029 = -1771026.954555
  nChanged 9
		SP:Iteration 43Q (104400.310000 sec): 3 clusters
  Score: Raw -1774242.636894 + Penalty 3210.705029 = -1771031.931866
  nChanged 9
		SP:Iteration 44Q (104400.530000 sec): 3 clusters
  Score: Raw -1774246.293854 + Penalty 3210.705029 = -1771035.588825
  nChanged 6
		SP:Iteration 45Q (104400.790000 sec): 3 clusters
  Score: Raw -1774248.881285 + Penalty 3210.705029 = -1771038.176256
  nChanged 3
		SP:Iteration 46Q (104401.010000 sec): 3 clusters
  Score: Raw -1774250.013316 + Penalty 3210.705029 = -1771039.308287
  nChanged 4
		SP:Iteration 47Q (104401.270000 sec): 3 clusters
  Score: Raw -1774252.047326 + Penalty 3210.705029 = -1771041.342298
  nChanged 1
		SP:Iteration 48Q (104401.500000 sec): 3 clusters
  Score: Raw -1774252.504032 + Penalty 3210.705029 = -1771041.799003
  nChanged 2
		SP:Iteration 49Q (104401.740000 sec): 3 clusters
  Score: Raw -1774253.104713 + Penalty 3210.705029 = -1771042.399684
  nChanged 1
		SP:Iteration 50Q (104401.980000 sec): 3 clusters
  Score: Raw -1774253.344336 + Penalty 3210.705029 = -1771042.639308
  nChanged 0
		SP:Iteration 51F (104402.210000 sec): 3 clusters
  Score: Raw -1774253.344336 + Penalty 3210.705029 = -1771042.639308
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 30 (921 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (104402.260000 sec): 2 clusters
  Score: Raw -61189.188303 + Penalty 1109.137256 = -60080.051047
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (104402.280000 sec): 3 clusters
  Score: Raw -60934.101346 + Penalty 2218.274512 = -58715.826834
  nChanged 296
		SP:Iteration 1F (104402.300000 sec): 3 clusters
  Score: Raw -61221.679526 + Penalty 2218.274512 = -59003.405015
  nChanged 79
		SP:Iteration 2F (104402.320000 sec): 3 clusters
  Score: Raw -61310.175656 + Penalty 2218.274512 = -59091.901145
  nChanged 47
		SP:Iteration 3F (104402.330000 sec): 3 clusters
  Score: Raw -61384.252654 + Penalty 2218.274512 = -59165.978142
  nChanged 42
		SP:Iteration 4Q (104402.350000 sec): 3 clusters
  Score: Raw -61470.596100 + Penalty 2218.274512 = -59252.321588
  nChanged 46
		SP:Iteration 5Q (104402.370000 sec): 3 clusters
  Score: Raw -61560.370638 + Penalty 2218.274512 = -59342.096126
  nChanged 35
		SP:Iteration 6Q (104402.390000 sec): 3 clusters
  Score: Raw -61644.296899 + Penalty 2218.274512 = -59426.022387
  nChanged 37
		SP:Iteration 7Q (104402.410000 sec): 3 clusters
  Score: Raw -61700.116561 + Penalty 2218.274512 = -59481.842049
  nChanged 34
		SP:Iteration 8Q (104402.430000 sec): 3 clusters
  Score: Raw -61739.042149 + Penalty 2218.274512 = -59520.767637
  nChanged 18
		SP:Iteration 9Q (104402.440000 sec): 3 clusters
  Score: Raw -61763.898784 + Penalty 2218.274512 = -59545.624272
  nChanged 13
		SP:Iteration 10Q (104402.460000 sec): 3 clusters
  Score: Raw -61780.145792 + Penalty 2218.274512 = -59561.871281
  nChanged 6
		SP:Iteration 11Q (104402.480000 sec): 3 clusters
  Score: Raw -61786.089145 + Penalty 2218.274512 = -59567.814633
  nChanged 5
		SP:Iteration 12Q (104402.490000 sec): 3 clusters
  Score: Raw -61793.968331 + Penalty 2218.274512 = -59575.693819
  nChanged 7
		SP:Iteration 13Q (104402.510000 sec): 3 clusters
  Score: Raw -61801.591427 + Penalty 2218.274512 = -59583.316916
  nChanged 1
		SP:Iteration 14Q (104402.530000 sec): 3 clusters
  Score: Raw -61802.811990 + Penalty 2218.274512 = -59584.537478
  nChanged 1
		SP:Iteration 15Q (104402.550000 sec): 3 clusters
  Score: Raw -61803.729797 + Penalty 2218.274512 = -59585.455286
  nChanged 0
		SP:Iteration 16F (104402.570000 sec): 3 clusters
  Score: Raw -61803.729797 + Penalty 2218.274512 = -59585.455286
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 31 (516 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (104402.600000 sec): 2 clusters
  Score: Raw -47699.621489 + Penalty 1014.992349 = -46684.629140
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (104402.610000 sec): 3 clusters
  Score: Raw -47604.414338 + Penalty 2029.984699 = -45574.429640
  nChanged 130
		SP:Iteration 1F (104402.620000 sec): 3 clusters
  Score: Raw -47793.098255 + Penalty 2029.984699 = -45763.113556
  nChanged 38
		SP:Iteration 2F (104402.630000 sec): 3 clusters
  Score: Raw -47883.088698 + Penalty 2029.984699 = -45853.103999
  nChanged 30
		SP:Iteration 3F (104402.640000 sec): 3 clusters
  Score: Raw -48053.260260 + Penalty 2029.984699 = -46023.275561
  nChanged 24
		SP:Iteration 4Q (104402.650000 sec): 3 clusters
  Score: Raw -48295.780097 + Penalty 2029.984699 = -46265.795398
  nChanged 34
		SP:Iteration 5F (104402.670000 sec): 3 clusters
  Score: Raw -48358.131960 + Penalty 2029.984699 = -46328.147261
  nChanged 19
		SP:Iteration 6Q (104402.670000 sec): 3 clusters
  Score: Raw -48391.574602 + Penalty 2029.984699 = -46361.589903
  nChanged 10
		SP:Iteration 7Q (104402.690000 sec): 3 clusters
  Score: Raw -48411.303226 + Penalty 2029.984699 = -46381.318527
  nChanged 7
		SP:Iteration 8Q (104402.700000 sec): 3 clusters
  Score: Raw -48424.345042 + Penalty 2029.984699 = -46394.360343
  nChanged 7
		SP:Iteration 9Q (104402.710000 sec): 3 clusters
  Score: Raw -48439.675898 + Penalty 2029.984699 = -46409.691199
  nChanged 6
		SP:Iteration 10Q (104402.720000 sec): 3 clusters
  Score: Raw -48455.085527 + Penalty 2029.984699 = -46425.100828
  nChanged 6
		SP:Iteration 11Q (104402.730000 sec): 3 clusters
  Score: Raw -48467.805033 + Penalty 2029.984699 = -46437.820334
  nChanged 3
		SP:Iteration 12Q (104402.740000 sec): 3 clusters
  Score: Raw -48479.164714 + Penalty 2029.984699 = -46449.180016
  nChanged 1
		SP:Iteration 13Q (104402.750000 sec): 3 clusters
  Score: Raw -48481.693476 + Penalty 2029.984699 = -46451.708777
  nChanged 0
		SP:Iteration 14F (104402.760000 sec): 3 clusters
  Score: Raw -48481.693476 + Penalty 2029.984699 = -46451.708777
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 32 (6223 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (104402.850000 sec): 2 clusters
  Score: Raw -562867.822339 + Penalty 1419.601200 = -561448.221139
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (104403.000000 sec): 3 clusters
  Score: Raw -559561.967161 + Penalty 2839.202400 = -556722.764761
  nChanged 2584
		SP:Iteration 1F (104403.110000 sec): 3 clusters
  Score: Raw -560973.996065 + Penalty 2839.202400 = -558134.793665
  nChanged 484
		SP:Iteration 2F (104403.210000 sec): 3 clusters
  Score: Raw -561299.412523 + Penalty 2839.202400 = -558460.210123
  nChanged 444
		SP:Iteration 3F (104403.310000 sec): 3 clusters
  Score: Raw -561623.781766 + Penalty 2839.202400 = -558784.579366
  nChanged 417
		SP:Iteration 4F (104403.410000 sec): 3 clusters
  Score: Raw -561957.437200 + Penalty 2839.202400 = -559118.234800
  nChanged 397
		SP:Iteration 5F (104403.520000 sec): 3 clusters
  Score: Raw -562281.656148 + Penalty 2839.202400 = -559442.453748
  nChanged 345
		SP:Iteration 6F (104403.620000 sec): 3 clusters
  Score: Raw -562523.497547 + Penalty 2839.202400 = -559684.295147
  nChanged 262
		SP:Iteration 7Q (104403.730000 sec): 3 clusters
  Score: Raw -562692.900438 + Penalty 2839.202400 = -559853.698038
  nChanged 213
		SP:Iteration 8Q (104403.840000 sec): 3 clusters
  Score: Raw -562820.592386 + Penalty 2839.202400 = -559981.389986
  nChanged 167
		SP:Iteration 9Q (104403.940000 sec): 3 clusters
  Score: Raw -562907.918873 + Penalty 2839.202400 = -560068.716473
  nChanged 146
		SP:Iteration 10Q (104404.050000 sec): 3 clusters
  Score: Raw -562985.969957 + Penalty 2839.202400 = -560146.767557
  nChanged 131
		SP:Iteration 11Q (104404.150000 sec): 3 clusters
  Score: Raw -563049.998945 + Penalty 2839.202400 = -560210.796545
  nChanged 127
		SP:Iteration 12Q (104404.260000 sec): 3 clusters
  Score: Raw -563123.305789 + Penalty 2839.202400 = -560284.103390
  nChanged 125
		SP:Iteration 13Q (104404.370000 sec): 3 clusters
  Score: Raw -563188.045072 + Penalty 2839.202400 = -560348.842672
  nChanged 129
		SP:Iteration 14Q (104404.470000 sec): 3 clusters
  Score: Raw -563252.001792 + Penalty 2839.202400 = -560412.799392
  nChanged 119
		SP:Iteration 15Q (104404.570000 sec): 3 clusters
  Score: Raw -563298.779750 + Penalty 2839.202400 = -560459.577350
  nChanged 89
		SP:Iteration 16Q (104404.680000 sec): 3 clusters
  Score: Raw -563330.810696 + Penalty 2839.202400 = -560491.608296
  nChanged 63
		SP:Iteration 17Q (104404.790000 sec): 3 clusters
  Score: Raw -563347.115177 + Penalty 2839.202400 = -560507.912777
  nChanged 41
		SP:Iteration 18Q (104404.890000 sec): 3 clusters
  Score: Raw -563355.229012 + Penalty 2839.202400 = -560516.026612
  nChanged 35
		SP:Iteration 19Q (104404.990000 sec): 3 clusters
  Score: Raw -563362.877432 + Penalty 2839.202400 = -560523.675032
  nChanged 24
		SP:Iteration 20F (104405.100000 sec): 3 clusters
  Score: Raw -563366.800984 + Penalty 2839.202400 = -560527.598584
  nChanged 20
		SP:Iteration 21Q (104405.200000 sec): 3 clusters
  Score: Raw -563371.695904 + Penalty 2839.202400 = -560532.493504
  nChanged 25
		SP:Iteration 22Q (104405.330000 sec): 3 clusters
  Score: Raw -563375.777333 + Penalty 2839.202400 = -560536.574933
  nChanged 22
		SP:Iteration 23Q (104405.430000 sec): 3 clusters
  Score: Raw -563379.968112 + Penalty 2839.202400 = -560540.765712
  nChanged 22
		SP:Iteration 24Q (104405.530000 sec): 3 clusters
  Score: Raw -563383.866637 + Penalty 2839.202400 = -560544.664237
  nChanged 17
		SP:Iteration 25Q (104405.630000 sec): 3 clusters
  Score: Raw -563386.781665 + Penalty 2839.202400 = -560547.579265
  nChanged 13
		SP:Iteration 26Q (104405.740000 sec): 3 clusters
  Score: Raw -563388.553180 + Penalty 2839.202400 = -560549.350780
  nChanged 13
		SP:Iteration 27Q (104405.840000 sec): 3 clusters
  Score: Raw -563390.981419 + Penalty 2839.202400 = -560551.779019
  nChanged 17
		SP:Iteration 28Q (104405.940000 sec): 3 clusters
  Score: Raw -563394.252861 + Penalty 2839.202400 = -560555.050461
  nChanged 19
		SP:Iteration 29Q (104406.050000 sec): 3 clusters
  Score: Raw -563397.766761 + Penalty 2839.202400 = -560558.564361
  nChanged 22
		SP:Iteration 30Q (104406.150000 sec): 3 clusters
  Score: Raw -563401.893777 + Penalty 2839.202400 = -560562.691377
  nChanged 18
		SP:Iteration 31Q (104406.250000 sec): 3 clusters
  Score: Raw -563405.039596 + Penalty 2839.202400 = -560565.837196
  nChanged 19
		SP:Iteration 32Q (104406.360000 sec): 3 clusters
  Score: Raw -563408.501489 + Penalty 2839.202400 = -560569.299089
  nChanged 13
		SP:Iteration 33Q (104406.460000 sec): 3 clusters
  Score: Raw -563411.176714 + Penalty 2839.202400 = -560571.974314
  nChanged 19
		SP:Iteration 34Q (104406.560000 sec): 3 clusters
  Score: Raw -563415.207276 + Penalty 2839.202400 = -560576.004876
  nChanged 14
		SP:Iteration 35Q (104406.670000 sec): 3 clusters
  Score: Raw -563416.798940 + Penalty 2839.202400 = -560577.596540
  nChanged 8
		SP:Iteration 36Q (104406.770000 sec): 3 clusters
  Score: Raw -563417.637812 + Penalty 2839.202400 = -560578.435412
  nChanged 7
		SP:Iteration 37Q (104406.880000 sec): 3 clusters
  Score: Raw -563418.518948 + Penalty 2839.202400 = -560579.316548
  nChanged 2
		SP:Iteration 38Q (104406.990000 sec): 3 clusters
  Score: Raw -563418.712615 + Penalty 2839.202400 = -560579.510215
  nChanged 1
		SP:Iteration 39Q (104407.090000 sec): 3 clusters
  Score: Raw -563418.810408 + Penalty 2839.202400 = -560579.608008
  nChanged 1
		SP:Iteration 40F (104407.190000 sec): 3 clusters
  Score: Raw -563418.938138 + Penalty 2839.202400 = -560579.735738
  nChanged 2
		SP:Iteration 41Q (104407.300000 sec): 3 clusters
  Score: Raw -563419.182912 + Penalty 2839.202400 = -560579.980512
  nChanged 3
		SP:Iteration 42Q (104407.400000 sec): 3 clusters
  Score: Raw -563419.550241 + Penalty 2839.202400 = -560580.347841
  nChanged 2
		SP:Iteration 43Q (104407.510000 sec): 3 clusters
  Score: Raw -563419.983466 + Penalty 2839.202400 = -560580.781066
  nChanged 4
		SP:Iteration 44Q (104407.610000 sec): 3 clusters
  Score: Raw -563420.752764 + Penalty 2839.202400 = -560581.550364
  nChanged 1
		SP:Iteration 45Q (104407.720000 sec): 3 clusters
  Score: Raw -563420.858535 + Penalty 2839.202400 = -560581.656135
  nChanged 0
		SP:Iteration 46F (104407.820000 sec): 3 clusters
  Score: Raw -563420.858535 + Penalty 2839.202400 = -560581.656135
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 33 (1703 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (104407.880000 sec): 2 clusters
  Score: Raw -141780.704240 + Penalty 1209.023836 = -140571.680405
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (104407.920000 sec): 3 clusters
  Score: Raw -141121.471785 + Penalty 2418.047671 = -138703.424113
  nChanged 555
		SP:Iteration 1F (104407.950000 sec): 3 clusters
  Score: Raw -141473.366162 + Penalty 2418.047671 = -139055.318490
  nChanged 131
		SP:Iteration 2F (104407.980000 sec): 3 clusters
  Score: Raw -141566.094546 + Penalty 2418.047671 = -139148.046875
  nChanged 66
		SP:Iteration 3Q (104408.020000 sec): 3 clusters
  Score: Raw -141622.439677 + Penalty 2418.047671 = -139204.392006
  nChanged 52
		SP:Iteration 4Q (104408.050000 sec): 3 clusters
  Score: Raw -141657.579979 + Penalty 2418.047671 = -139239.532308
  nChanged 28
		SP:Iteration 5Q (104408.090000 sec): 3 clusters
  Score: Raw -141677.827213 + Penalty 2418.047671 = -139259.779542
  nChanged 17
		SP:Iteration 6Q (104408.120000 sec): 3 clusters
  Score: Raw -141688.315462 + Penalty 2418.047671 = -139270.267791
  nChanged 24
		SP:Iteration 7Q (104408.150000 sec): 3 clusters
  Score: Raw -141702.247311 + Penalty 2418.047671 = -139284.199640
  nChanged 16
		SP:Iteration 8Q (104408.180000 sec): 3 clusters
  Score: Raw -141713.836963 + Penalty 2418.047671 = -139295.789291
  nChanged 17
		SP:Iteration 9Q (104408.220000 sec): 3 clusters
  Score: Raw -141722.022799 + Penalty 2418.047671 = -139303.975128
  nChanged 13
		SP:Iteration 10Q (104408.250000 sec): 3 clusters
  Score: Raw -141732.268381 + Penalty 2418.047671 = -139314.220710
  nChanged 17
		SP:Iteration 11Q (104408.280000 sec): 3 clusters
  Score: Raw -141741.261054 + Penalty 2418.047671 = -139323.213382
  nChanged 12
		SP:Iteration 12Q (104408.320000 sec): 3 clusters
  Score: Raw -141746.052942 + Penalty 2418.047671 = -139328.005271
  nChanged 13
		SP:Iteration 13Q (104408.350000 sec): 3 clusters
  Score: Raw -141756.112336 + Penalty 2418.047671 = -139338.064665
  nChanged 12
		SP:Iteration 14Q (104408.380000 sec): 3 clusters
  Score: Raw -141768.044983 + Penalty 2418.047671 = -139349.997312
  nChanged 9
		SP:Iteration 15Q (104408.420000 sec): 3 clusters
  Score: Raw -141773.038642 + Penalty 2418.047671 = -139354.990971
  nChanged 7
		SP:Iteration 16Q (104408.450000 sec): 3 clusters
  Score: Raw -141776.810637 + Penalty 2418.047671 = -139358.762966
  nChanged 6
		SP:Iteration 17Q (104408.480000 sec): 3 clusters
  Score: Raw -141779.744723 + Penalty 2418.047671 = -139361.697052
  nChanged 9
		SP:Iteration 18Q (104408.510000 sec): 3 clusters
  Score: Raw -141784.644542 + Penalty 2418.047671 = -139366.596871
  nChanged 7
		SP:Iteration 19Q (104408.550000 sec): 3 clusters
  Score: Raw -141788.005407 + Penalty 2418.047671 = -139369.957736
  nChanged 5
		SP:Iteration 20F (104408.580000 sec): 3 clusters
  Score: Raw -141790.832459 + Penalty 2418.047671 = -139372.784787
  nChanged 4
		SP:Iteration 21Q (104408.610000 sec): 3 clusters
  Score: Raw -141792.226367 + Penalty 2418.047671 = -139374.178696
  nChanged 2
		SP:Iteration 22Q (104408.640000 sec): 3 clusters
  Score: Raw -141793.216033 + Penalty 2418.047671 = -139375.168362
  nChanged 5
		SP:Iteration 23Q (104408.680000 sec): 3 clusters
  Score: Raw -141796.129971 + Penalty 2418.047671 = -139378.082299
  nChanged 3
		SP:Iteration 24Q (104408.710000 sec): 3 clusters
  Score: Raw -141797.336829 + Penalty 2418.047671 = -139379.289158
  nChanged 1
		SP:Iteration 25Q (104408.740000 sec): 3 clusters
  Score: Raw -141797.737109 + Penalty 2418.047671 = -139379.689438
  nChanged 2
		SP:Iteration 26Q (104408.780000 sec): 3 clusters
  Score: Raw -141798.323546 + Penalty 2418.047671 = -139380.275875
  nChanged 2
		SP:Iteration 27Q (104408.810000 sec): 3 clusters
  Score: Raw -141798.874879 + Penalty 2418.047671 = -139380.827208
  nChanged 1
		SP:Iteration 28Q (104408.840000 sec): 3 clusters
  Score: Raw -141799.864339 + Penalty 2418.047671 = -139381.816668
  nChanged 3
		SP:Iteration 29Q (104408.880000 sec): 3 clusters
  Score: Raw -141801.834509 + Penalty 2418.047671 = -139383.786838
  nChanged 4
		SP:Iteration 30Q (104408.910000 sec): 3 clusters
  Score: Raw -141803.029179 + Penalty 2418.047671 = -139384.981508
  nChanged 0
		SP:Iteration 31F (104408.940000 sec): 3 clusters
  Score: Raw -141803.029179 + Penalty 2418.047671 = -139384.981508
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 34 (7984 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (104409.040000 sec): 2 clusters
  Score: Raw -770068.490683 + Penalty 1460.094158 = -768608.396525
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (104409.170000 sec): 3 clusters
  Score: Raw -765668.055219 + Penalty 2920.188316 = -762747.866903
  nChanged 3455
		SP:Iteration 1F (104409.290000 sec): 3 clusters
  Score: Raw -767485.560946 + Penalty 2920.188316 = -764565.372630
  nChanged 474
		SP:Iteration 2F (104409.420000 sec): 3 clusters
  Score: Raw -767686.501603 + Penalty 2920.188316 = -764766.313287
  nChanged 363
		SP:Iteration 3Q (104409.540000 sec): 3 clusters
  Score: Raw -767847.464818 + Penalty 2920.188316 = -764927.276502
  nChanged 334
		SP:Iteration 4Q (104409.670000 sec): 3 clusters
  Score: Raw -767989.977529 + Penalty 2920.188316 = -765069.789214
  nChanged 303
		SP:Iteration 5Q (104409.800000 sec): 3 clusters
  Score: Raw -768135.026247 + Penalty 2920.188316 = -765214.837931
  nChanged 315
		SP:Iteration 6Q (104409.930000 sec): 3 clusters
  Score: Raw -768310.771083 + Penalty 2920.188316 = -765390.582767
  nChanged 351
		SP:Iteration 7Q (104410.060000 sec): 3 clusters
  Score: Raw -768549.595623 + Penalty 2920.188316 = -765629.407307
  nChanged 376
		SP:Iteration 8Q (104410.190000 sec): 3 clusters
  Score: Raw -768832.770936 + Penalty 2920.188316 = -765912.582620
  nChanged 386
		SP:Iteration 9Q (104410.330000 sec): 3 clusters
  Score: Raw -769134.194188 + Penalty 2920.188316 = -766214.005872
  nChanged 381
		SP:Iteration 10Q (104410.450000 sec): 3 clusters
  Score: Raw -769444.198532 + Penalty 2920.188316 = -766524.010216
  nChanged 331
		SP:Iteration 11Q (104410.590000 sec): 3 clusters
  Score: Raw -769736.694550 + Penalty 2920.188316 = -766816.506234
  nChanged 250
		SP:Iteration 12Q (104410.720000 sec): 3 clusters
  Score: Raw -769952.714920 + Penalty 2920.188316 = -767032.526604
  nChanged 149
		SP:Iteration 13Q (104410.840000 sec): 3 clusters
  Score: Raw -770088.478052 + Penalty 2920.188316 = -767168.289736
  nChanged 74
		SP:Iteration 14Q (104410.960000 sec): 3 clusters
  Score: Raw -770153.011634 + Penalty 2920.188316 = -767232.823318
  nChanged 35
		SP:Iteration 15Q (104411.080000 sec): 3 clusters
  Score: Raw -770187.476725 + Penalty 2920.188316 = -767267.288410
  nChanged 23
		SP:Iteration 16Q (104411.200000 sec): 3 clusters
  Score: Raw -770216.027489 + Penalty 2920.188316 = -767295.839173
  nChanged 20
		SP:Iteration 17Q (104411.320000 sec): 3 clusters
  Score: Raw -770239.878075 + Penalty 2920.188316 = -767319.689759
  nChanged 13
		SP:Iteration 18Q (104411.430000 sec): 3 clusters
  Score: Raw -770251.632991 + Penalty 2920.188316 = -767331.444675
  nChanged 6
		SP:Iteration 19Q (104411.550000 sec): 3 clusters
  Score: Raw -770257.150863 + Penalty 2920.188316 = -767336.962547
  nChanged 4
		SP:Iteration 20F (104411.670000 sec): 3 clusters
  Score: Raw -770260.681109 + Penalty 2920.188316 = -767340.492793
  nChanged 4
		SP:Iteration 21Q (104411.790000 sec): 3 clusters
  Score: Raw -770264.115970 + Penalty 2920.188316 = -767343.927654
  nChanged 0
		SP:Iteration 22F (104411.920000 sec): 3 clusters
  Score: Raw -770264.115970 + Penalty 2920.188316 = -767343.927654
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 35 (2188 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (104411.980000 sec): 2 clusters
  Score: Raw -183351.621099 + Penalty 1249.745764 = -182101.875335
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (104412.020000 sec): 3 clusters
  Score: Raw -182385.807911 + Penalty 2499.491528 = -179886.316383
  nChanged 833
		SP:Iteration 1F (104412.060000 sec): 3 clusters
  Score: Raw -182860.645684 + Penalty 2499.491528 = -180361.154155
  nChanged 150
		SP:Iteration 2F (104412.110000 sec): 3 clusters
  Score: Raw -182970.295928 + Penalty 2499.491528 = -180470.804400
  nChanged 103
		SP:Iteration 3Q (104412.150000 sec): 3 clusters
  Score: Raw -183051.945907 + Penalty 2499.491528 = -180552.454379
  nChanged 96
		SP:Iteration 4Q (104412.190000 sec): 3 clusters
  Score: Raw -183121.203832 + Penalty 2499.491528 = -180621.712304
  nChanged 84
		SP:Iteration 5Q (104412.240000 sec): 3 clusters
  Score: Raw -183182.964252 + Penalty 2499.491528 = -180683.472724
  nChanged 81
		SP:Iteration 6Q (104412.280000 sec): 3 clusters
  Score: Raw -183233.638916 + Penalty 2499.491528 = -180734.147388
  nChanged 58
		SP:Iteration 7Q (104412.320000 sec): 3 clusters
  Score: Raw -183280.656763 + Penalty 2499.491528 = -180781.165235
  nChanged 59
		SP:Iteration 8Q (104412.360000 sec): 3 clusters
  Score: Raw -183327.868864 + Penalty 2499.491528 = -180828.377336
  nChanged 50
		SP:Iteration 9Q (104412.400000 sec): 3 clusters
  Score: Raw -183365.451308 + Penalty 2499.491528 = -180865.959780
  nChanged 44
		SP:Iteration 10Q (104412.450000 sec): 3 clusters
  Score: Raw -183400.693175 + Penalty 2499.491528 = -180901.201647
  nChanged 44
		SP:Iteration 11Q (104412.490000 sec): 3 clusters
  Score: Raw -183438.280056 + Penalty 2499.491528 = -180938.788528
  nChanged 47
		SP:Iteration 12Q (104412.530000 sec): 3 clusters
  Score: Raw -183472.431484 + Penalty 2499.491528 = -180972.939955
  nChanged 31
		SP:Iteration 13Q (104412.570000 sec): 3 clusters
  Score: Raw -183491.791409 + Penalty 2499.491528 = -180992.299880
  nChanged 28
		SP:Iteration 14Q (104412.620000 sec): 3 clusters
  Score: Raw -183506.385904 + Penalty 2499.491528 = -181006.894376
  nChanged 21
		SP:Iteration 15Q (104412.660000 sec): 3 clusters
  Score: Raw -183517.407889 + Penalty 2499.491528 = -181017.916361
  nChanged 21
		SP:Iteration 16Q (104412.700000 sec): 3 clusters
  Score: Raw -183528.684847 + Penalty 2499.491528 = -181029.193319
  nChanged 21
		SP:Iteration 17Q (104412.740000 sec): 3 clusters
  Score: Raw -183545.096569 + Penalty 2499.491528 = -181045.605041
  nChanged 19
		SP:Iteration 18Q (104412.780000 sec): 3 clusters
  Score: Raw -183554.064290 + Penalty 2499.491528 = -181054.572762
  nChanged 16
		SP:Iteration 19Q (104412.820000 sec): 3 clusters
  Score: Raw -183560.918936 + Penalty 2499.491528 = -181061.427408
  nChanged 15
		SP:Iteration 20F (104412.860000 sec): 3 clusters
  Score: Raw -183568.598385 + Penalty 2499.491528 = -181069.106857
  nChanged 8
		SP:Iteration 21Q (104412.900000 sec): 3 clusters
  Score: Raw -183572.267616 + Penalty 2499.491528 = -181072.776088
  nChanged 9
		SP:Iteration 22Q (104412.950000 sec): 3 clusters
  Score: Raw -183576.691377 + Penalty 2499.491528 = -181077.199849
  nChanged 16
		SP:Iteration 23Q (104412.990000 sec): 3 clusters
  Score: Raw -183586.121541 + Penalty 2499.491528 = -181086.630012
  nChanged 19
		SP:Iteration 24Q (104413.030000 sec): 3 clusters
  Score: Raw -183601.510141 + Penalty 2499.491528 = -181102.018613
  nChanged 19
		SP:Iteration 25Q (104413.070000 sec): 3 clusters
  Score: Raw -183614.161614 + Penalty 2499.491528 = -181114.670086
  nChanged 17
		SP:Iteration 26Q (104413.110000 sec): 3 clusters
  Score: Raw -183623.888598 + Penalty 2499.491528 = -181124.397070
  nChanged 15
		SP:Iteration 27Q (104413.160000 sec): 3 clusters
  Score: Raw -183633.103649 + Penalty 2499.491528 = -181133.612121
  nChanged 14
		SP:Iteration 28Q (104413.200000 sec): 3 clusters
  Score: Raw -183641.512702 + Penalty 2499.491528 = -181142.021174
  nChanged 15
		SP:Iteration 29Q (104413.240000 sec): 3 clusters
  Score: Raw -183649.166539 + Penalty 2499.491528 = -181149.675011
  nChanged 11
		SP:Iteration 30Q (104413.280000 sec): 3 clusters
  Score: Raw -183655.279114 + Penalty 2499.491528 = -181155.787586
  nChanged 12
		SP:Iteration 31Q (104413.320000 sec): 3 clusters
  Score: Raw -183661.774177 + Penalty 2499.491528 = -181162.282649
  nChanged 5
		SP:Iteration 32Q (104413.360000 sec): 3 clusters
  Score: Raw -183663.595124 + Penalty 2499.491528 = -181164.103596
  nChanged 3
		SP:Iteration 33Q (104413.410000 sec): 3 clusters
  Score: Raw -183665.175416 + Penalty 2499.491528 = -181165.683887
  nChanged 3
		SP:Iteration 34Q (104413.450000 sec): 3 clusters
  Score: Raw -183666.737959 + Penalty 2499.491528 = -181167.246431
  nChanged 4
		SP:Iteration 35Q (104413.490000 sec): 3 clusters
  Score: Raw -183668.908254 + Penalty 2499.491528 = -181169.416726
  nChanged 7
		SP:Iteration 36Q (104413.530000 sec): 3 clusters
  Score: Raw -183672.534394 + Penalty 2499.491528 = -181173.042866
  nChanged 6
		SP:Iteration 37Q (104413.570000 sec): 3 clusters
  Score: Raw -183678.082804 + Penalty 2499.491528 = -181178.591275
  nChanged 4
		SP:Iteration 38Q (104413.620000 sec): 3 clusters
  Score: Raw -183679.253375 + Penalty 2499.491528 = -181179.761847
  nChanged 2
		SP:Iteration 39Q (104413.660000 sec): 3 clusters
  Score: Raw -183680.803038 + Penalty 2499.491528 = -181181.311510
  nChanged 1
		SP:Iteration 40F (104413.700000 sec): 3 clusters
  Score: Raw -183681.118521 + Penalty 2499.491528 = -181181.626993
  nChanged 1
		SP:Iteration 41Q (104413.740000 sec): 3 clusters
  Score: Raw -183681.620910 + Penalty 2499.491528 = -181182.129382
  nChanged 0
		SP:Iteration 42F (104413.780000 sec): 3 clusters
  Score: Raw -183681.620910 + Penalty 2499.491528 = -181182.129382
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 36 (449 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (104413.820000 sec): 2 clusters
  Score: Raw -42138.335947 + Penalty 992.391219 = -41145.944728
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (104413.830000 sec): 3 clusters
  Score: Raw -42111.279249 + Penalty 1984.782439 = -40126.496811
  nChanged 99
		SP:Iteration 1F (104413.840000 sec): 3 clusters
  Score: Raw -42235.855110 + Penalty 1984.782439 = -40251.072672
  nChanged 27
		SP:Iteration 2F (104413.850000 sec): 3 clusters
  Score: Raw -42283.118544 + Penalty 1984.782439 = -40298.336105
  nChanged 11
		SP:Iteration 3Q (104413.860000 sec): 3 clusters
  Score: Raw -42300.079543 + Penalty 1984.782439 = -40315.297104
  nChanged 2
		SP:Iteration 4Q (104413.860000 sec): 3 clusters
  Score: Raw -42303.259811 + Penalty 1984.782439 = -40318.477373
  nChanged 0
		SP:Iteration 5F (104413.880000 sec): 3 clusters
  Score: Raw -42303.259811 + Penalty 1984.782439 = -40318.477373
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 37 (1444 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (104413.930000 sec): 2 clusters
  Score: Raw -126344.795692 + Penalty 1182.215502 = -125162.580190
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (104413.960000 sec): 3 clusters
  Score: Raw -125818.454056 + Penalty 2364.431004 = -123454.023052
  nChanged 445
		SP:Iteration 1F (104413.990000 sec): 3 clusters
  Score: Raw -126125.785067 + Penalty 2364.431004 = -123761.354063
  nChanged 115
		SP:Iteration 2F (104414.010000 sec): 3 clusters
  Score: Raw -126218.700809 + Penalty 2364.431004 = -123854.269805
  nChanged 68
		SP:Iteration 3Q (104414.040000 sec): 3 clusters
  Score: Raw -126276.801931 + Penalty 2364.431004 = -123912.370927
  nChanged 51
		SP:Iteration 4Q (104414.070000 sec): 3 clusters
  Score: Raw -126312.789430 + Penalty 2364.431004 = -123948.358427
  nChanged 34
		SP:Iteration 5Q (104414.100000 sec): 3 clusters
  Score: Raw -126347.878786 + Penalty 2364.431004 = -123983.447782
  nChanged 33
		SP:Iteration 6Q (104414.130000 sec): 3 clusters
  Score: Raw -126373.777814 + Penalty 2364.431004 = -124009.346810
  nChanged 34
		SP:Iteration 7Q (104414.160000 sec): 3 clusters
  Score: Raw -126395.650116 + Penalty 2364.431004 = -124031.219112
  nChanged 23
		SP:Iteration 8Q (104414.190000 sec): 3 clusters
  Score: Raw -126409.205343 + Penalty 2364.431004 = -124044.774339
  nChanged 12
		SP:Iteration 9Q (104414.220000 sec): 3 clusters
  Score: Raw -126415.961253 + Penalty 2364.431004 = -124051.530250
  nChanged 13
		SP:Iteration 10Q (104414.240000 sec): 3 clusters
  Score: Raw -126422.772111 + Penalty 2364.431004 = -124058.341107
  nChanged 12
		SP:Iteration 11Q (104414.270000 sec): 3 clusters
  Score: Raw -126428.296895 + Penalty 2364.431004 = -124063.865891
  nChanged 8
		SP:Iteration 12Q (104414.300000 sec): 3 clusters
  Score: Raw -126433.595523 + Penalty 2364.431004 = -124069.164520
  nChanged 10
		SP:Iteration 13Q (104414.330000 sec): 3 clusters
  Score: Raw -126437.961872 + Penalty 2364.431004 = -124073.530868
  nChanged 9
		SP:Iteration 14Q (104414.360000 sec): 3 clusters
  Score: Raw -126443.145974 + Penalty 2364.431004 = -124078.714971
  nChanged 8
		SP:Iteration 15Q (104414.380000 sec): 3 clusters
  Score: Raw -126446.740059 + Penalty 2364.431004 = -124082.309055
  nChanged 11
		SP:Iteration 16Q (104414.410000 sec): 3 clusters
  Score: Raw -126451.683085 + Penalty 2364.431004 = -124087.252081
  nChanged 8
		SP:Iteration 17Q (104414.440000 sec): 3 clusters
  Score: Raw -126455.549153 + Penalty 2364.431004 = -124091.118149
  nChanged 6
		SP:Iteration 18Q (104414.470000 sec): 3 clusters
  Score: Raw -126458.686955 + Penalty 2364.431004 = -124094.255951
  nChanged 7
		SP:Iteration 19Q (104414.500000 sec): 3 clusters
  Score: Raw -126463.303136 + Penalty 2364.431004 = -124098.872132
  nChanged 8
		SP:Iteration 20F (104414.520000 sec): 3 clusters
  Score: Raw -126468.113951 + Penalty 2364.431004 = -124103.682947
  nChanged 9
		SP:Iteration 21Q (104414.550000 sec): 3 clusters
  Score: Raw -126473.843385 + Penalty 2364.431004 = -124109.412381
  nChanged 12
		SP:Iteration 22Q (104414.580000 sec): 3 clusters
  Score: Raw -126481.692903 + Penalty 2364.431004 = -124117.261899
  nChanged 13
		SP:Iteration 23Q (104414.610000 sec): 3 clusters
  Score: Raw -126490.899376 + Penalty 2364.431004 = -124126.468372
  nChanged 12
		SP:Iteration 24Q (104414.640000 sec): 3 clusters
  Score: Raw -126497.272278 + Penalty 2364.431004 = -124132.841274
  nChanged 8
		SP:Iteration 25Q (104414.660000 sec): 3 clusters
  Score: Raw -126502.279845 + Penalty 2364.431004 = -124137.848841
  nChanged 9
		SP:Iteration 26Q (104414.690000 sec): 3 clusters
  Score: Raw -126507.830597 + Penalty 2364.431004 = -124143.399593
  nChanged 11
		SP:Iteration 27Q (104414.720000 sec): 3 clusters
  Score: Raw -126517.068106 + Penalty 2364.431004 = -124152.637102
  nChanged 13
		SP:Iteration 28Q (104414.750000 sec): 3 clusters
  Score: Raw -126526.083244 + Penalty 2364.431004 = -124161.652240
  nChanged 9
		SP:Iteration 29Q (104414.780000 sec): 3 clusters
  Score: Raw -126533.090870 + Penalty 2364.431004 = -124168.659866
  nChanged 4
		SP:Iteration 30Q (104414.800000 sec): 3 clusters
  Score: Raw -126535.284141 + Penalty 2364.431004 = -124170.853137
  nChanged 3
		SP:Iteration 31Q (104414.830000 sec): 3 clusters
  Score: Raw -126537.296950 + Penalty 2364.431004 = -124172.865946
  nChanged 7
		SP:Iteration 32Q (104414.860000 sec): 3 clusters
  Score: Raw -126545.092518 + Penalty 2364.431004 = -124180.661514
  nChanged 6
		SP:Iteration 33Q (104414.890000 sec): 3 clusters
  Score: Raw -126550.401034 + Penalty 2364.431004 = -124185.970031
  nChanged 5
		SP:Iteration 34Q (104414.920000 sec): 3 clusters
  Score: Raw -126553.084466 + Penalty 2364.431004 = -124188.653462
  nChanged 3
		SP:Iteration 35Q (104414.940000 sec): 3 clusters
  Score: Raw -126554.547205 + Penalty 2364.431004 = -124190.116201
  nChanged 4
		SP:Iteration 36Q (104414.970000 sec): 3 clusters
  Score: Raw -126556.778865 + Penalty 2364.431004 = -124192.347861
  nChanged 6
		SP:Iteration 37Q (104415.000000 sec): 3 clusters
  Score: Raw -126561.357623 + Penalty 2364.431004 = -124196.926619
  nChanged 2
		SP:Iteration 38Q (104415.030000 sec): 3 clusters
  Score: Raw -126563.192298 + Penalty 2364.431004 = -124198.761294
  nChanged 5
		SP:Iteration 39Q (104415.060000 sec): 3 clusters
  Score: Raw -126566.242274 + Penalty 2364.431004 = -124201.811270
  nChanged 5
		SP:Iteration 40F (104415.090000 sec): 3 clusters
  Score: Raw -126568.766962 + Penalty 2364.431004 = -124204.335958
  nChanged 3
		SP:Iteration 41Q (104415.120000 sec): 3 clusters
  Score: Raw -126570.182895 + Penalty 2364.431004 = -124205.751891
  nChanged 0
		SP:Iteration 42F (104415.150000 sec): 3 clusters
  Score: Raw -126570.182895 + Penalty 2364.431004 = -124205.751891
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 38 (4906 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (104415.260000 sec): 2 clusters
  Score: Raw -440600.751655 + Penalty 1380.959812 = -439219.791843
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (104415.440000 sec): 3 clusters
  Score: Raw -438067.899509 + Penalty 2761.919623 = -435305.979886
  nChanged 1955
		SP:Iteration 1F (104415.620000 sec): 3 clusters
  Score: Raw -439191.568748 + Penalty 2761.919623 = -436429.649125
  nChanged 450
		SP:Iteration 2F (104415.790000 sec): 3 clusters
  Score: Raw -439525.494598 + Penalty 2761.919623 = -436763.574975
  nChanged 388
		SP:Iteration 3F (104415.940000 sec): 3 clusters
  Score: Raw -439893.530096 + Penalty 2761.919623 = -437131.610473
  nChanged 404
		SP:Iteration 4F (104416.030000 sec): 3 clusters
  Score: Raw -440301.865276 + Penalty 2761.919623 = -437539.945653
  nChanged 384
		SP:Iteration 5F (104416.120000 sec): 3 clusters
  Score: Raw -440662.068549 + Penalty 2761.919623 = -437900.148925
  nChanged 285
		SP:Iteration 6F (104416.220000 sec): 3 clusters
  Score: Raw -440897.200321 + Penalty 2761.919623 = -438135.280698
  nChanged 206
		SP:Iteration 7Q (104416.310000 sec): 3 clusters
  Score: Raw -441070.700389 + Penalty 2761.919623 = -438308.780766
  nChanged 181
		SP:Iteration 8Q (104416.400000 sec): 3 clusters
  Score: Raw -441219.665970 + Penalty 2761.919623 = -438457.746347
  nChanged 147
		SP:Iteration 9Q (104416.490000 sec): 3 clusters
  Score: Raw -441346.614207 + Penalty 2761.919623 = -438584.694584
  nChanged 131
		SP:Iteration 10Q (104416.580000 sec): 3 clusters
  Score: Raw -441468.782685 + Penalty 2761.919623 = -438706.863062
  nChanged 114
		SP:Iteration 11Q (104416.680000 sec): 3 clusters
  Score: Raw -441556.417150 + Penalty 2761.919623 = -438794.497527
  nChanged 99
		SP:Iteration 12Q (104416.770000 sec): 3 clusters
  Score: Raw -441618.189512 + Penalty 2761.919623 = -438856.269889
  nChanged 89
		SP:Iteration 13Q (104416.860000 sec): 3 clusters
  Score: Raw -441668.154905 + Penalty 2761.919623 = -438906.235282
  nChanged 71
		SP:Iteration 14Q (104416.950000 sec): 3 clusters
  Score: Raw -441705.678507 + Penalty 2761.919623 = -438943.758884
  nChanged 72
		SP:Iteration 15Q (104417.040000 sec): 3 clusters
  Score: Raw -441745.561409 + Penalty 2761.919623 = -438983.641786
  nChanged 57
		SP:Iteration 16Q (104417.130000 sec): 3 clusters
  Score: Raw -441769.289926 + Penalty 2761.919623 = -439007.370303
  nChanged 51
		SP:Iteration 17Q (104417.220000 sec): 3 clusters
  Score: Raw -441787.961948 + Penalty 2761.919623 = -439026.042325
  nChanged 41
		SP:Iteration 18Q (104417.320000 sec): 3 clusters
  Score: Raw -441800.371120 + Penalty 2761.919623 = -439038.451496
  nChanged 41
		SP:Iteration 19Q (104417.400000 sec): 3 clusters
  Score: Raw -441817.432704 + Penalty 2761.919623 = -439055.513081
  nChanged 38
		SP:Iteration 20F (104417.500000 sec): 3 clusters
  Score: Raw -441830.484149 + Penalty 2761.919623 = -439068.564526
  nChanged 26
		SP:Iteration 21Q (104417.590000 sec): 3 clusters
  Score: Raw -441836.911516 + Penalty 2761.919623 = -439074.991893
  nChanged 19
		SP:Iteration 22Q (104417.680000 sec): 3 clusters
  Score: Raw -441842.598575 + Penalty 2761.919623 = -439080.678952
  nChanged 15
		SP:Iteration 23Q (104417.770000 sec): 3 clusters
  Score: Raw -441847.757863 + Penalty 2761.919623 = -439085.838239
  nChanged 17
		SP:Iteration 24Q (104417.860000 sec): 3 clusters
  Score: Raw -441853.494608 + Penalty 2761.919623 = -439091.574985
  nChanged 23
		SP:Iteration 25Q (104417.950000 sec): 3 clusters
  Score: Raw -441859.660523 + Penalty 2761.919623 = -439097.740900
  nChanged 13
		SP:Iteration 26Q (104418.040000 sec): 3 clusters
  Score: Raw -441862.401937 + Penalty 2761.919623 = -439100.482314
  nChanged 11
		SP:Iteration 27Q (104418.130000 sec): 3 clusters
  Score: Raw -441865.906537 + Penalty 2761.919623 = -439103.986914
  nChanged 9
		SP:Iteration 28Q (104418.220000 sec): 3 clusters
  Score: Raw -441867.836983 + Penalty 2761.919623 = -439105.917360
  nChanged 9
		SP:Iteration 29Q (104418.310000 sec): 3 clusters
  Score: Raw -441869.631325 + Penalty 2761.919623 = -439107.711702
  nChanged 9
		SP:Iteration 30Q (104418.400000 sec): 3 clusters
  Score: Raw -441871.284396 + Penalty 2761.919623 = -439109.364773
  nChanged 9
		SP:Iteration 31Q (104418.490000 sec): 3 clusters
  Score: Raw -441873.122254 + Penalty 2761.919623 = -439111.202631
  nChanged 9
		SP:Iteration 32Q (104418.580000 sec): 3 clusters
  Score: Raw -441874.940812 + Penalty 2761.919623 = -439113.021189
  nChanged 5
		SP:Iteration 33Q (104418.670000 sec): 3 clusters
  Score: Raw -441875.957200 + Penalty 2761.919623 = -439114.037577
  nChanged 3
		SP:Iteration 34Q (104418.760000 sec): 3 clusters
  Score: Raw -441876.747538 + Penalty 2761.919623 = -439114.827915
  nChanged 4
		SP:Iteration 35Q (104418.850000 sec): 3 clusters
  Score: Raw -441877.607239 + Penalty 2761.919623 = -439115.687616
  nChanged 1
		SP:Iteration 36Q (104418.940000 sec): 3 clusters
  Score: Raw -441877.784605 + Penalty 2761.919623 = -439115.864981
  nChanged 1
		SP:Iteration 37Q (104419.040000 sec): 3 clusters
  Score: Raw -441878.266578 + Penalty 2761.919623 = -439116.346955
  nChanged 2
		SP:Iteration 38Q (104419.120000 sec): 3 clusters
  Score: Raw -441878.598218 + Penalty 2761.919623 = -439116.678595
  nChanged 0
		SP:Iteration 39F (104419.220000 sec): 3 clusters
  Score: Raw -441878.598218 + Penalty 2761.919623 = -439116.678595
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 39 (1652 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (104419.280000 sec): 2 clusters
  Score: Raw -131212.526276 + Penalty 1204.083068 = -130008.443209
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (104419.310000 sec): 3 clusters
  Score: Raw -130579.490560 + Penalty 2408.166135 = -128171.324425
  nChanged 556
		SP:Iteration 1F (104419.340000 sec): 3 clusters
  Score: Raw -130978.564027 + Penalty 2408.166135 = -128570.397892
  nChanged 134
		SP:Iteration 2F (104419.370000 sec): 3 clusters
  Score: Raw -131088.577841 + Penalty 2408.166135 = -128680.411706
  nChanged 80
		SP:Iteration 3Q (104419.400000 sec): 3 clusters
  Score: Raw -131154.973864 + Penalty 2408.166135 = -128746.807729
  nChanged 50
		SP:Iteration 4Q (104419.430000 sec): 3 clusters
  Score: Raw -131200.900412 + Penalty 2408.166135 = -128792.734277
  nChanged 38
		SP:Iteration 5Q (104419.460000 sec): 3 clusters
  Score: Raw -131226.100034 + Penalty 2408.166135 = -128817.933899
  nChanged 36
		SP:Iteration 6Q (104419.500000 sec): 3 clusters
  Score: Raw -131252.376358 + Penalty 2408.166135 = -128844.210223
  nChanged 35
		SP:Iteration 7Q (104419.530000 sec): 3 clusters
  Score: Raw -131288.303542 + Penalty 2408.166135 = -128880.137407
  nChanged 31
		SP:Iteration 8Q (104419.560000 sec): 3 clusters
  Score: Raw -131317.925206 + Penalty 2408.166135 = -128909.759071
  nChanged 31
		SP:Iteration 9Q (104419.590000 sec): 3 clusters
  Score: Raw -131343.163590 + Penalty 2408.166135 = -128934.997455
  nChanged 32
		SP:Iteration 10Q (104419.620000 sec): 3 clusters
  Score: Raw -131372.742247 + Penalty 2408.166135 = -128964.576112
  nChanged 28
		SP:Iteration 11Q (104419.650000 sec): 3 clusters
  Score: Raw -131399.413778 + Penalty 2408.166135 = -128991.247643
  nChanged 20
		SP:Iteration 12Q (104419.680000 sec): 3 clusters
  Score: Raw -131418.677688 + Penalty 2408.166135 = -129010.511552
  nChanged 15
		SP:Iteration 13Q (104419.720000 sec): 3 clusters
  Score: Raw -131427.440967 + Penalty 2408.166135 = -129019.274832
  nChanged 8
		SP:Iteration 14Q (104419.750000 sec): 3 clusters
  Score: Raw -131430.448157 + Penalty 2408.166135 = -129022.282022
  nChanged 6
		SP:Iteration 15Q (104419.780000 sec): 3 clusters
  Score: Raw -131436.527176 + Penalty 2408.166135 = -129028.361041
  nChanged 11
		SP:Iteration 16Q (104419.810000 sec): 3 clusters
  Score: Raw -131442.382130 + Penalty 2408.166135 = -129034.215995
  nChanged 7
		SP:Iteration 17Q (104419.840000 sec): 3 clusters
  Score: Raw -131445.122318 + Penalty 2408.166135 = -129036.956182
  nChanged 8
		SP:Iteration 18Q (104419.870000 sec): 3 clusters
  Score: Raw -131450.853176 + Penalty 2408.166135 = -129042.687041
  nChanged 10
		SP:Iteration 19Q (104419.900000 sec): 3 clusters
  Score: Raw -131460.449621 + Penalty 2408.166135 = -129052.283486
  nChanged 9
		SP:Iteration 20F (104419.940000 sec): 3 clusters
  Score: Raw -131468.291503 + Penalty 2408.166135 = -129060.125368
  nChanged 7
		SP:Iteration 21Q (104419.970000 sec): 3 clusters
  Score: Raw -131473.194292 + Penalty 2408.166135 = -129065.028157
  nChanged 4
		SP:Iteration 22Q (104420.000000 sec): 3 clusters
  Score: Raw -131475.011064 + Penalty 2408.166135 = -129066.844929
  nChanged 4
		SP:Iteration 23Q (104420.030000 sec): 3 clusters
  Score: Raw -131476.322487 + Penalty 2408.166135 = -129068.156352
  nChanged 3
		SP:Iteration 24Q (104420.060000 sec): 3 clusters
  Score: Raw -131480.149509 + Penalty 2408.166135 = -129071.983374
  nChanged 7
		SP:Iteration 25Q (104420.090000 sec): 3 clusters
  Score: Raw -131488.620287 + Penalty 2408.166135 = -129080.454152
  nChanged 7
		SP:Iteration 26Q (104420.120000 sec): 3 clusters
  Score: Raw -131492.893401 + Penalty 2408.166135 = -129084.727266
  nChanged 5
		SP:Iteration 27Q (104420.150000 sec): 3 clusters
  Score: Raw -131495.721231 + Penalty 2408.166135 = -129087.555096
  nChanged 7
		SP:Iteration 28Q (104420.180000 sec): 3 clusters
  Score: Raw -131499.792002 + Penalty 2408.166135 = -129091.625867
  nChanged 5
		SP:Iteration 29Q (104420.220000 sec): 3 clusters
  Score: Raw -131503.594046 + Penalty 2408.166135 = -129095.427911
  nChanged 6
		SP:Iteration 30Q (104420.250000 sec): 3 clusters
  Score: Raw -131507.122826 + Penalty 2408.166135 = -129098.956691
  nChanged 3
		SP:Iteration 31Q (104420.280000 sec): 3 clusters
  Score: Raw -131508.546704 + Penalty 2408.166135 = -129100.380569
  nChanged 2
		SP:Iteration 32Q (104420.310000 sec): 3 clusters
  Score: Raw -131509.829313 + Penalty 2408.166135 = -129101.663178
  nChanged 3
		SP:Iteration 33Q (104420.340000 sec): 3 clusters
  Score: Raw -131510.424273 + Penalty 2408.166135 = -129102.258138
  nChanged 2
		SP:Iteration 34Q (104420.370000 sec): 3 clusters
  Score: Raw -131511.011070 + Penalty 2408.166135 = -129102.844935
  nChanged 6
		SP:Iteration 35Q (104420.400000 sec): 3 clusters
  Score: Raw -131512.654177 + Penalty 2408.166135 = -129104.488042
  nChanged 8
		SP:Iteration 36Q (104420.430000 sec): 3 clusters
  Score: Raw -131515.322839 + Penalty 2408.166135 = -129107.156704
  nChanged 7
		SP:Iteration 37Q (104420.460000 sec): 3 clusters
  Score: Raw -131517.604136 + Penalty 2408.166135 = -129109.438001
  nChanged 7
		SP:Iteration 38Q (104420.500000 sec): 3 clusters
  Score: Raw -131520.806798 + Penalty 2408.166135 = -129112.640663
  nChanged 9
		SP:Iteration 39Q (104420.530000 sec): 3 clusters
  Score: Raw -131524.909212 + Penalty 2408.166135 = -129116.743076
  nChanged 3
		SP:Iteration 40F (104420.560000 sec): 3 clusters
  Score: Raw -131525.405473 + Penalty 2408.166135 = -129117.239338
  nChanged 2
		SP:Iteration 41Q (104420.590000 sec): 3 clusters
  Score: Raw -131525.709825 + Penalty 2408.166135 = -129117.543690
  nChanged 2
		SP:Iteration 42Q (104420.620000 sec): 3 clusters
  Score: Raw -131526.124068 + Penalty 2408.166135 = -129117.957933
  nChanged 2
		SP:Iteration 43Q (104420.650000 sec): 3 clusters
  Score: Raw -131530.400017 + Penalty 2408.166135 = -129122.233882
  nChanged 5
		SP:Iteration 44Q (104420.680000 sec): 3 clusters
  Score: Raw -131534.585738 + Penalty 2408.166135 = -129126.419603
  nChanged 5
		SP:Iteration 45Q (104420.720000 sec): 3 clusters
  Score: Raw -131536.750305 + Penalty 2408.166135 = -129128.584170
  nChanged 3
		SP:Iteration 46Q (104420.740000 sec): 3 clusters
  Score: Raw -131539.512964 + Penalty 2408.166135 = -129131.346829
  nChanged 1
		SP:Iteration 47Q (104420.780000 sec): 3 clusters
  Score: Raw -131539.800931 + Penalty 2408.166135 = -129131.634796
  nChanged 1
		SP:Iteration 48Q (104420.810000 sec): 3 clusters
  Score: Raw -131542.158391 + Penalty 2408.166135 = -129133.992256
  nChanged 4
		SP:Iteration 49Q (104420.840000 sec): 3 clusters
  Score: Raw -131544.389543 + Penalty 2408.166135 = -129136.223408
  nChanged 3
		SP:Iteration 50Q (104420.870000 sec): 3 clusters
  Score: Raw -131545.441719 + Penalty 2408.166135 = -129137.275584
  nChanged 4
		SP:Iteration 51Q (104420.900000 sec): 3 clusters
  Score: Raw -131548.659636 + Penalty 2408.166135 = -129140.493501
  nChanged 7
		SP:Iteration 52Q (104420.930000 sec): 3 clusters
  Score: Raw -131552.729674 + Penalty 2408.166135 = -129144.563539
  nChanged 4
		SP:Iteration 53Q (104420.960000 sec): 3 clusters
  Score: Raw -131555.337398 + Penalty 2408.166135 = -129147.171263
  nChanged 3
		SP:Iteration 54Q (104421.000000 sec): 3 clusters
  Score: Raw -131556.360902 + Penalty 2408.166135 = -129148.194767
  nChanged 0
		SP:Iteration 55F (104421.030000 sec): 3 clusters
  Score: Raw -131556.360902 + Penalty 2408.166135 = -129148.194767
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 40 (23389 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (104421.280000 sec): 2 clusters
  Score: Raw -2208637.164703 + Penalty 1634.753430 = -2207002.411273
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (104421.610000 sec): 3 clusters
  Score: Raw -2194444.742049 + Penalty 3269.506859 = -2191175.235190
  nChanged 10600
		SP:Iteration 1F (104421.880000 sec): 3 clusters
  Score: Raw -2200300.092702 + Penalty 3269.506859 = -2197030.585843
  nChanged 1134
		SP:Iteration 2Q (104422.160000 sec): 3 clusters
  Score: Raw -2200682.927257 + Penalty 3269.506859 = -2197413.420397
  nChanged 1047
		SP:Iteration 3Q (104422.450000 sec): 3 clusters
  Score: Raw -2201072.412576 + Penalty 3269.506859 = -2197802.905717
  nChanged 1024
		SP:Iteration 4Q (104422.760000 sec): 3 clusters
  Score: Raw -2201465.732225 + Penalty 3269.506859 = -2198196.225366
  nChanged 977
		SP:Iteration 5Q (104423.040000 sec): 3 clusters
  Score: Raw -2201839.329971 + Penalty 3269.506859 = -2198569.823112
  nChanged 928
		SP:Iteration 6Q (104423.380000 sec): 3 clusters
  Score: Raw -2202216.108003 + Penalty 3269.506859 = -2198946.601144
  nChanged 939
		SP:Iteration 7Q (104423.660000 sec): 3 clusters
  Score: Raw -2202626.524668 + Penalty 3269.506859 = -2199357.017809
  nChanged 981
		SP:Iteration 8Q (104423.970000 sec): 3 clusters
  Score: Raw -2203138.034296 + Penalty 3269.506859 = -2199868.527437
  nChanged 1030
		SP:Iteration 9Q (104424.250000 sec): 3 clusters
  Score: Raw -2203714.533211 + Penalty 3269.506859 = -2200445.026352
  nChanged 1010
		SP:Iteration 10Q (104424.530000 sec): 3 clusters
  Score: Raw -2204274.213145 + Penalty 3269.506859 = -2201004.706285
  nChanged 931
		SP:Iteration 11Q (104424.810000 sec): 3 clusters
  Score: Raw -2204757.540309 + Penalty 3269.506859 = -2201488.033450
  nChanged 810
		SP:Iteration 12Q (104425.140000 sec): 3 clusters
  Score: Raw -2205056.976650 + Penalty 3269.506859 = -2201787.469791
  nChanged 552
		SP:Iteration 13Q (104425.420000 sec): 3 clusters
  Score: Raw -2205211.783286 + Penalty 3269.506859 = -2201942.276427
  nChanged 394
		SP:Iteration 14Q (104425.700000 sec): 3 clusters
  Score: Raw -2205295.841776 + Penalty 3269.506859 = -2202026.334917
  nChanged 252
		SP:Iteration 15Q (104426.000000 sec): 3 clusters
  Score: Raw -2205339.996136 + Penalty 3269.506859 = -2202070.489276
  nChanged 213
		SP:Iteration 16Q (104426.280000 sec): 3 clusters
  Score: Raw -2205373.915535 + Penalty 3269.506859 = -2202104.408676
  nChanged 182
		SP:Iteration 17Q (104426.560000 sec): 3 clusters
  Score: Raw -2205401.223997 + Penalty 3269.506859 = -2202131.717138
  nChanged 160
		SP:Iteration 18Q (104426.830000 sec): 3 clusters
  Score: Raw -2205423.132062 + Penalty 3269.506859 = -2202153.625203
  nChanged 138
		SP:Iteration 19Q (104427.110000 sec): 3 clusters
  Score: Raw -2205442.777625 + Penalty 3269.506859 = -2202173.270765
  nChanged 132
		SP:Iteration 20F (104427.430000 sec): 3 clusters
  Score: Raw -2205460.925681 + Penalty 3269.506859 = -2202191.418821
  nChanged 133
		SP:Iteration 21Q (104427.710000 sec): 3 clusters
  Score: Raw -2205484.626464 + Penalty 3269.506859 = -2202215.119605
  nChanged 175
		SP:Iteration 22Q (104427.980000 sec): 3 clusters
  Score: Raw -2205513.253293 + Penalty 3269.506859 = -2202243.746434
  nChanged 159
		SP:Iteration 23Q (104428.260000 sec): 3 clusters
  Score: Raw -2205537.780008 + Penalty 3269.506859 = -2202268.273149
  nChanged 143
		SP:Iteration 24Q (104428.530000 sec): 3 clusters
  Score: Raw -2205562.149258 + Penalty 3269.506859 = -2202292.642399
  nChanged 136
		SP:Iteration 25Q (104428.830000 sec): 3 clusters
  Score: Raw -2205583.192937 + Penalty 3269.506859 = -2202313.686078
  nChanged 129
		SP:Iteration 26Q (104429.110000 sec): 3 clusters
  Score: Raw -2205604.119024 + Penalty 3269.506859 = -2202334.612165
  nChanged 138
		SP:Iteration 27Q (104429.390000 sec): 3 clusters
  Score: Raw -2205622.059862 + Penalty 3269.506859 = -2202352.553003
  nChanged 112
		SP:Iteration 28Q (104429.660000 sec): 3 clusters
  Score: Raw -2205637.331100 + Penalty 3269.506859 = -2202367.824240
  nChanged 105
		SP:Iteration 29Q (104429.940000 sec): 3 clusters
  Score: Raw -2205649.936198 + Penalty 3269.506859 = -2202380.429339
  nChanged 103
		SP:Iteration 30Q (104430.210000 sec): 3 clusters
  Score: Raw -2205660.463632 + Penalty 3269.506859 = -2202390.956773
  nChanged 99
		SP:Iteration 31Q (104430.540000 sec): 3 clusters
  Score: Raw -2205671.255606 + Penalty 3269.506859 = -2202401.748747
  nChanged 106
		SP:Iteration 32Q (104430.810000 sec): 3 clusters
  Score: Raw -2205683.980899 + Penalty 3269.506859 = -2202414.474040
  nChanged 94
		SP:Iteration 33Q (104431.080000 sec): 3 clusters
  Score: Raw -2205695.900032 + Penalty 3269.506859 = -2202426.393172
  nChanged 98
		SP:Iteration 34Q (104431.360000 sec): 3 clusters
  Score: Raw -2205705.610794 + Penalty 3269.506859 = -2202436.103934
  nChanged 76
		SP:Iteration 35Q (104431.630000 sec): 3 clusters
  Score: Raw -2205713.619555 + Penalty 3269.506859 = -2202444.112696
  nChanged 81
		SP:Iteration 36Q (104431.910000 sec): 3 clusters
  Score: Raw -2205721.801573 + Penalty 3269.506859 = -2202452.294714
  nChanged 69
		SP:Iteration 37Q (104432.200000 sec): 3 clusters
  Score: Raw -2205729.003194 + Penalty 3269.506859 = -2202459.496335
  nChanged 69
		SP:Iteration 38Q (104432.480000 sec): 3 clusters
  Score: Raw -2205736.212163 + Penalty 3269.506859 = -2202466.705303
  nChanged 76
		SP:Iteration 39Q (104432.750000 sec): 3 clusters
  Score: Raw -2205743.621732 + Penalty 3269.506859 = -2202474.114873
  nChanged 78
		SP:Iteration 40F (104433.020000 sec): 3 clusters
  Score: Raw -2205751.386070 + Penalty 3269.506859 = -2202481.879211
  nChanged 75
		SP:Iteration 41Q (104433.290000 sec): 3 clusters
  Score: Raw -2205759.494781 + Penalty 3269.506859 = -2202489.987921
  nChanged 73
		SP:Iteration 42Q (104433.570000 sec): 3 clusters
  Score: Raw -2205767.544007 + Penalty 3269.506859 = -2202498.037147
  nChanged 75
		SP:Iteration 43Q (104433.850000 sec): 3 clusters
  Score: Raw -2205776.360857 + Penalty 3269.506859 = -2202506.853998
  nChanged 91
		SP:Iteration 44Q (104434.170000 sec): 3 clusters
  Score: Raw -2205786.938294 + Penalty 3269.506859 = -2202517.431435
  nChanged 90
		SP:Iteration 45Q (104434.450000 sec): 3 clusters
  Score: Raw -2205798.612370 + Penalty 3269.506859 = -2202529.105511
  nChanged 112
		SP:Iteration 46Q (104434.720000 sec): 3 clusters
  Score: Raw -2205816.288542 + Penalty 3269.506859 = -2202546.781683
  nChanged 136
		SP:Iteration 47Q (104434.990000 sec): 3 clusters
  Score: Raw -2205839.586639 + Penalty 3269.506859 = -2202570.079780
  nChanged 152
		SP:Iteration 48Q (104435.290000 sec): 3 clusters
  Score: Raw -2205866.951259 + Penalty 3269.506859 = -2202597.444399
  nChanged 167
		SP:Iteration 49Q (104435.570000 sec): 3 clusters
  Score: Raw -2205895.691667 + Penalty 3269.506859 = -2202626.184808
  nChanged 163
		SP:Iteration 50Q (104435.850000 sec): 3 clusters
  Score: Raw -2205922.436266 + Penalty 3269.506859 = -2202652.929407
  nChanged 150
		SP:Iteration 51Q (104436.120000 sec): 3 clusters
  Score: Raw -2205949.008025 + Penalty 3269.506859 = -2202679.501166
  nChanged 150
		SP:Iteration 52Q (104436.390000 sec): 3 clusters
  Score: Raw -2205972.017830 + Penalty 3269.506859 = -2202702.510971
  nChanged 148
		SP:Iteration 53Q (104436.670000 sec): 3 clusters
  Score: Raw -2205992.816606 + Penalty 3269.506859 = -2202723.309747
  nChanged 138
		SP:Iteration 54Q (104436.940000 sec): 3 clusters
  Score: Raw -2206014.052881 + Penalty 3269.506859 = -2202744.546022
  nChanged 167
		SP:Iteration 55Q (104437.210000 sec): 3 clusters
  Score: Raw -2206043.108806 + Penalty 3269.506859 = -2202773.601946
  nChanged 165
		SP:Iteration 56Q (104437.480000 sec): 3 clusters
  Score: Raw -2206071.150027 + Penalty 3269.506859 = -2202801.643168
  nChanged 145
		SP:Iteration 57Q (104437.800000 sec): 3 clusters
  Score: Raw -2206095.229730 + Penalty 3269.506859 = -2202825.722870
  nChanged 150
		SP:Iteration 58Q (104438.070000 sec): 3 clusters
  Score: Raw -2206118.669905 + Penalty 3269.506859 = -2202849.163046
  nChanged 131
		SP:Iteration 59Q (104438.340000 sec): 3 clusters
  Score: Raw -2206139.849767 + Penalty 3269.506859 = -2202870.342908
  nChanged 141
		SP:Iteration 60F (104438.610000 sec): 3 clusters
  Score: Raw -2206162.563224 + Penalty 3269.506859 = -2202893.056365
  nChanged 135
		SP:Iteration 61Q (104438.910000 sec): 3 clusters
  Score: Raw -2206183.964325 + Penalty 3269.506859 = -2202914.457465
  nChanged 144
		SP:Iteration 62Q (104439.190000 sec): 3 clusters
  Score: Raw -2206208.960188 + Penalty 3269.506859 = -2202939.453329
  nChanged 148
		SP:Iteration 63Q (104439.490000 sec): 3 clusters
  Score: Raw -2206238.531485 + Penalty 3269.506859 = -2202969.024626
  nChanged 160
		SP:Iteration 64Q (104439.760000 sec): 3 clusters
  Score: Raw -2206270.215973 + Penalty 3269.506859 = -2203000.709114
  nChanged 161
		SP:Iteration 65Q (104440.030000 sec): 3 clusters
  Score: Raw -2206302.222914 + Penalty 3269.506859 = -2203032.716055
  nChanged 163
		SP:Iteration 66Q (104440.300000 sec): 3 clusters
  Score: Raw -2206339.638063 + Penalty 3269.506859 = -2203070.131204
  nChanged 187
		SP:Iteration 67Q (104440.570000 sec): 3 clusters
  Score: Raw -2206383.641031 + Penalty 3269.506859 = -2203114.134171
  nChanged 193
		SP:Iteration 68Q (104440.840000 sec): 3 clusters
  Score: Raw -2206432.978728 + Penalty 3269.506859 = -2203163.471869
  nChanged 209
		SP:Iteration 69Q (104441.110000 sec): 3 clusters
  Score: Raw -2206487.546048 + Penalty 3269.506859 = -2203218.039189
  nChanged 229
		SP:Iteration 70Q (104441.380000 sec): 3 clusters
  Score: Raw -2206553.819064 + Penalty 3269.506859 = -2203284.312204
  nChanged 255
		SP:Iteration 71Q (104441.650000 sec): 3 clusters
  Score: Raw -2206635.327645 + Penalty 3269.506859 = -2203365.820785
  nChanged 260
		SP:Iteration 72Q (104441.920000 sec): 3 clusters
  Score: Raw -2206712.182200 + Penalty 3269.506859 = -2203442.675341
  nChanged 235
		SP:Iteration 73Q (104442.190000 sec): 3 clusters
  Score: Raw -2206783.631824 + Penalty 3269.506859 = -2203514.124965
  nChanged 242
		SP:Iteration 74Q (104442.480000 sec): 3 clusters
  Score: Raw -2206863.798078 + Penalty 3269.506859 = -2203594.291219
  nChanged 244
		SP:Iteration 75Q (104442.790000 sec): 3 clusters
  Score: Raw -2206946.897020 + Penalty 3269.506859 = -2203677.390160
  nChanged 278
		SP:Iteration 76Q (104443.060000 sec): 3 clusters
  Score: Raw -2207040.991665 + Penalty 3269.506859 = -2203771.484805
  nChanged 261
		SP:Iteration 77Q (104443.330000 sec): 3 clusters
  Score: Raw -2207126.884883 + Penalty 3269.506859 = -2203857.378024
  nChanged 245
		SP:Iteration 78Q (104443.600000 sec): 3 clusters
  Score: Raw -2207211.406040 + Penalty 3269.506859 = -2203941.899180
  nChanged 267
		SP:Iteration 79Q (104443.870000 sec): 3 clusters
  Score: Raw -2207312.942961 + Penalty 3269.506859 = -2204043.436102
  nChanged 257
		SP:Iteration 80F (104444.140000 sec): 3 clusters
  Score: Raw -2207424.563613 + Penalty 3269.506859 = -2204155.056753
  nChanged 269
		SP:Iteration 81Q (104444.410000 sec): 3 clusters
  Score: Raw -2207537.133211 + Penalty 3269.506859 = -2204267.626352
  nChanged 233
		SP:Iteration 82Q (104444.680000 sec): 3 clusters
  Score: Raw -2207631.200917 + Penalty 3269.506859 = -2204361.694057
  nChanged 223
		SP:Iteration 83Q (104444.950000 sec): 3 clusters
  Score: Raw -2207723.672958 + Penalty 3269.506859 = -2204454.166098
  nChanged 212
		SP:Iteration 84Q (104445.230000 sec): 3 clusters
  Score: Raw -2207818.218063 + Penalty 3269.506859 = -2204548.711203
  nChanged 206
		SP:Iteration 85Q (104445.500000 sec): 3 clusters
  Score: Raw -2207926.419356 + Penalty 3269.506859 = -2204656.912497
  nChanged 222
		SP:Iteration 86Q (104445.770000 sec): 3 clusters
  Score: Raw -2208052.849518 + Penalty 3269.506859 = -2204783.342659
  nChanged 195
		SP:Iteration 87Q (104446.050000 sec): 3 clusters
  Score: Raw -2208169.146420 + Penalty 3269.506859 = -2204899.639560
  nChanged 179
		SP:Iteration 88Q (104446.320000 sec): 3 clusters
  Score: Raw -2208270.785235 + Penalty 3269.506859 = -2205001.278375
  nChanged 156
		SP:Iteration 89Q (104446.600000 sec): 3 clusters
  Score: Raw -2208365.416276 + Penalty 3269.506859 = -2205095.909417
  nChanged 133
		SP:Iteration 90Q (104446.880000 sec): 3 clusters
  Score: Raw -2208454.866459 + Penalty 3269.506859 = -2205185.359599
  nChanged 112
		SP:Iteration 91Q (104447.160000 sec): 3 clusters
  Score: Raw -2208541.950727 + Penalty 3269.506859 = -2205272.443868
  nChanged 96
		SP:Iteration 92Q (104447.460000 sec): 3 clusters
  Score: Raw -2208618.457111 + Penalty 3269.506859 = -2205348.950252
  nChanged 74
		SP:Iteration 93Q (104447.740000 sec): 3 clusters
  Score: Raw -2208663.547811 + Penalty 3269.506859 = -2205394.040952
  nChanged 55
		SP:Iteration 94Q (104448.020000 sec): 3 clusters
  Score: Raw -2208689.819570 + Penalty 3269.506859 = -2205420.312710
  nChanged 39
		SP:Iteration 95Q (104448.300000 sec): 3 clusters
  Score: Raw -2208710.718113 + Penalty 3269.506859 = -2205441.211254
  nChanged 29
		SP:Iteration 96Q (104448.630000 sec): 3 clusters
  Score: Raw -2208726.195863 + Penalty 3269.506859 = -2205456.689004
  nChanged 28
		SP:Iteration 97Q (104448.910000 sec): 3 clusters
  Score: Raw -2208743.519818 + Penalty 3269.506859 = -2205474.012959
  nChanged 28
		SP:Iteration 98Q (104449.190000 sec): 3 clusters
  Score: Raw -2208758.148939 + Penalty 3269.506859 = -2205488.642079
  nChanged 19
		SP:Iteration 99Q (104449.470000 sec): 3 clusters
  Score: Raw -2208766.478513 + Penalty 3269.506859 = -2205496.971654
  nChanged 19
		SP:Iteration 100F (104449.760000 sec): 3 clusters
  Score: Raw -2208774.313016 + Penalty 3269.506859 = -2205504.806157
  nChanged 16
		SP:Iteration 101Q (104450.060000 sec): 3 clusters
  Score: Raw -2208781.251744 + Penalty 3269.506859 = -2205511.744884
  nChanged 13
		SP:Iteration 102Q (104450.340000 sec): 3 clusters
  Score: Raw -2208787.566710 + Penalty 3269.506859 = -2205518.059851
  nChanged 14
		SP:Iteration 103Q (104450.610000 sec): 3 clusters
  Score: Raw -2208794.793562 + Penalty 3269.506859 = -2205525.286702
  nChanged 12
		SP:Iteration 104Q (104450.890000 sec): 3 clusters
  Score: Raw -2208800.757469 + Penalty 3269.506859 = -2205531.250610
  nChanged 9
		SP:Iteration 105Q (104451.210000 sec): 3 clusters
  Score: Raw -2208804.219626 + Penalty 3269.506859 = -2205534.712767
  nChanged 5
		SP:Iteration 106Q (104451.490000 sec): 3 clusters
  Score: Raw -2208807.207052 + Penalty 3269.506859 = -2205537.700192
  nChanged 3
		SP:Iteration 107Q (104451.770000 sec): 3 clusters
  Score: Raw -2208808.575372 + Penalty 3269.506859 = -2205539.068513
  nChanged 3
		SP:Iteration 108Q (104452.050000 sec): 3 clusters
  Score: Raw -2208810.328994 + Penalty 3269.506859 = -2205540.822134
  nChanged 5
		SP:Iteration 109Q (104452.330000 sec): 3 clusters
  Score: Raw -2208812.370825 + Penalty 3269.506859 = -2205542.863965
  nChanged 4
		SP:Iteration 110Q (104452.630000 sec): 3 clusters
  Score: Raw -2208815.096224 + Penalty 3269.506859 = -2205545.589365
  nChanged 6
		SP:Iteration 111Q (104452.910000 sec): 3 clusters
  Score: Raw -2208819.026894 + Penalty 3269.506859 = -2205549.520035
  nChanged 8
		SP:Iteration 112Q (104453.190000 sec): 3 clusters
  Score: Raw -2208822.502562 + Penalty 3269.506859 = -2205552.995703
  nChanged 5
		SP:Iteration 113Q (104453.470000 sec): 3 clusters
  Score: Raw -2208824.757865 + Penalty 3269.506859 = -2205555.251006
  nChanged 2
		SP:Iteration 114Q (104453.750000 sec): 3 clusters
  Score: Raw -2208825.777878 + Penalty 3269.506859 = -2205556.271019
  nChanged 3
		SP:Iteration 115Q (104454.030000 sec): 3 clusters
  Score: Raw -2208826.545605 + Penalty 3269.506859 = -2205557.038746
  nChanged 2
		SP:Iteration 116Q (104454.340000 sec): 3 clusters
  Score: Raw -2208827.692269 + Penalty 3269.506859 = -2205558.185410
  nChanged 1
		SP:Iteration 117Q (104454.660000 sec): 3 clusters
  Score: Raw -2208828.037603 + Penalty 3269.506859 = -2205558.530743
  nChanged 1
		SP:Iteration 118Q (104454.940000 sec): 3 clusters
  Score: Raw -2208828.660619 + Penalty 3269.506859 = -2205559.153760
  nChanged 2
		SP:Iteration 119Q (104455.220000 sec): 3 clusters
  Score: Raw -2208829.040039 + Penalty 3269.506859 = -2205559.533180
  nChanged 0
		SP:Iteration 120F (104455.490000 sec): 3 clusters
  Score: Raw -2208829.040039 + Penalty 3269.506859 = -2205559.533180
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 41 (2970 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (104455.550000 sec): 2 clusters
  Score: Raw -245853.716729 + Penalty 1299.401550 = -244554.315178
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (104455.630000 sec): 3 clusters
  Score: Raw -244475.556787 + Penalty 2598.803100 = -241876.753687
  nChanged 1121
		SP:Iteration 1F (104455.700000 sec): 3 clusters
  Score: Raw -245195.396203 + Penalty 2598.803100 = -242596.593103
  nChanged 259
		SP:Iteration 2F (104455.750000 sec): 3 clusters
  Score: Raw -245400.611252 + Penalty 2598.803100 = -242801.808152
  nChanged 173
		SP:Iteration 3F (104455.810000 sec): 3 clusters
  Score: Raw -245522.847390 + Penalty 2598.803100 = -242924.044290
  nChanged 117
		SP:Iteration 4Q (104455.870000 sec): 3 clusters
  Score: Raw -245601.091543 + Penalty 2598.803100 = -243002.288443
  nChanged 89
		SP:Iteration 5Q (104455.920000 sec): 3 clusters
  Score: Raw -245655.857893 + Penalty 2598.803100 = -243057.054793
  nChanged 76
		SP:Iteration 6Q (104455.980000 sec): 3 clusters
  Score: Raw -245704.126482 + Penalty 2598.803100 = -243105.323382
  nChanged 79
		SP:Iteration 7Q (104456.040000 sec): 3 clusters
  Score: Raw -245762.838558 + Penalty 2598.803100 = -243164.035458
  nChanged 73
		SP:Iteration 8Q (104456.090000 sec): 3 clusters
  Score: Raw -245817.719396 + Penalty 2598.803100 = -243218.916296
  nChanged 78
		SP:Iteration 9Q (104456.150000 sec): 3 clusters
  Score: Raw -245871.435008 + Penalty 2598.803100 = -243272.631908
  nChanged 84
		SP:Iteration 10Q (104456.200000 sec): 3 clusters
  Score: Raw -245935.503877 + Penalty 2598.803100 = -243336.700776
  nChanged 83
		SP:Iteration 11Q (104456.260000 sec): 3 clusters
  Score: Raw -246015.130628 + Penalty 2598.803100 = -243416.327528
  nChanged 92
		SP:Iteration 12Q (104456.320000 sec): 3 clusters
  Score: Raw -246093.789973 + Penalty 2598.803100 = -243494.986873
  nChanged 89
		SP:Iteration 13Q (104456.370000 sec): 3 clusters
  Score: Raw -246159.082871 + Penalty 2598.803100 = -243560.279770
  nChanged 68
		SP:Iteration 14Q (104456.430000 sec): 3 clusters
  Score: Raw -246215.346275 + Penalty 2598.803100 = -243616.543175
  nChanged 73
		SP:Iteration 15Q (104456.480000 sec): 3 clusters
  Score: Raw -246280.121113 + Penalty 2598.803100 = -243681.318012
  nChanged 69
		SP:Iteration 16Q (104456.540000 sec): 3 clusters
  Score: Raw -246341.775413 + Penalty 2598.803100 = -243742.972313
  nChanged 82
		SP:Iteration 17Q (104456.600000 sec): 3 clusters
  Score: Raw -246408.077585 + Penalty 2598.803100 = -243809.274485
  nChanged 69
		SP:Iteration 18Q (104456.650000 sec): 3 clusters
  Score: Raw -246465.467213 + Penalty 2598.803100 = -243866.664112
  nChanged 65
		SP:Iteration 19Q (104456.700000 sec): 3 clusters
  Score: Raw -246515.176170 + Penalty 2598.803100 = -243916.373070
  nChanged 51
		SP:Iteration 20F (104456.760000 sec): 3 clusters
  Score: Raw -246559.010622 + Penalty 2598.803100 = -243960.207522
  nChanged 48
		SP:Iteration 21Q (104456.820000 sec): 3 clusters
  Score: Raw -246598.006857 + Penalty 2598.803100 = -243999.203757
  nChanged 28
		SP:Iteration 22Q (104456.870000 sec): 3 clusters
  Score: Raw -246617.755388 + Penalty 2598.803100 = -244018.952287
  nChanged 19
		SP:Iteration 23Q (104456.920000 sec): 3 clusters
  Score: Raw -246628.684995 + Penalty 2598.803100 = -244029.881895
  nChanged 18
		SP:Iteration 24Q (104456.980000 sec): 3 clusters
  Score: Raw -246640.384818 + Penalty 2598.803100 = -244041.581718
  nChanged 15
		SP:Iteration 25Q (104457.030000 sec): 3 clusters
  Score: Raw -246645.840208 + Penalty 2598.803100 = -244047.037108
  nChanged 12
		SP:Iteration 26Q (104457.080000 sec): 3 clusters
  Score: Raw -246649.952654 + Penalty 2598.803100 = -244051.149554
  nChanged 6
		SP:Iteration 27Q (104457.140000 sec): 3 clusters
  Score: Raw -246651.790487 + Penalty 2598.803100 = -244052.987387
  nChanged 2
		SP:Iteration 28Q (104457.190000 sec): 3 clusters
  Score: Raw -246653.294614 + Penalty 2598.803100 = -244054.491514
  nChanged 6
		SP:Iteration 29Q (104457.250000 sec): 3 clusters
  Score: Raw -246657.217588 + Penalty 2598.803100 = -244058.414488
  nChanged 5
		SP:Iteration 30Q (104457.300000 sec): 3 clusters
  Score: Raw -246658.878936 + Penalty 2598.803100 = -244060.075836
  nChanged 3
		SP:Iteration 31Q (104457.360000 sec): 3 clusters
  Score: Raw -246660.168896 + Penalty 2598.803100 = -244061.365796
  nChanged 4
		SP:Iteration 32Q (104457.410000 sec): 3 clusters
  Score: Raw -246662.306808 + Penalty 2598.803100 = -244063.503708
  nChanged 7
		SP:Iteration 33Q (104457.460000 sec): 3 clusters
  Score: Raw -246665.315500 + Penalty 2598.803100 = -244066.512399
  nChanged 8
		SP:Iteration 34Q (104457.520000 sec): 3 clusters
  Score: Raw -246668.695525 + Penalty 2598.803100 = -244069.892424
  nChanged 9
		SP:Iteration 35Q (104457.570000 sec): 3 clusters
  Score: Raw -246671.811579 + Penalty 2598.803100 = -244073.008479
  nChanged 9
		SP:Iteration 36Q (104457.630000 sec): 3 clusters
  Score: Raw -246674.681014 + Penalty 2598.803100 = -244075.877913
  nChanged 4
		SP:Iteration 37Q (104457.680000 sec): 3 clusters
  Score: Raw -246676.135595 + Penalty 2598.803100 = -244077.332494
  nChanged 1
		SP:Iteration 38Q (104457.740000 sec): 3 clusters
  Score: Raw -246676.320925 + Penalty 2598.803100 = -244077.517825
  nChanged 0
		SP:Iteration 39F (104457.790000 sec): 3 clusters
  Score: Raw -246676.320925 + Penalty 2598.803100 = -244077.517825
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 42 (821 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (104457.840000 sec): 2 clusters
  Score: Raw -58761.356317 + Penalty 1090.460005 = -57670.896311
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (104457.860000 sec): 3 clusters
  Score: Raw -58520.694832 + Penalty 2180.920011 = -56339.774821
  nChanged 246
		SP:Iteration 1F (104457.870000 sec): 3 clusters
  Score: Raw -58791.558755 + Penalty 2180.920011 = -56610.638745
  nChanged 79
		SP:Iteration 2F (104457.890000 sec): 3 clusters
  Score: Raw -58898.868083 + Penalty 2180.920011 = -56717.948073
  nChanged 45
		SP:Iteration 3F (104457.900000 sec): 3 clusters
  Score: Raw -58966.115973 + Penalty 2180.920011 = -56785.195963
  nChanged 46
		SP:Iteration 4F (104457.920000 sec): 3 clusters
  Score: Raw -59050.014707 + Penalty 2180.920011 = -56869.094696
  nChanged 47
		SP:Iteration 5F (104457.930000 sec): 3 clusters
  Score: Raw -59130.515088 + Penalty 2180.920011 = -56949.595077
  nChanged 30
		SP:Iteration 6Q (104457.950000 sec): 3 clusters
  Score: Raw -59180.396712 + Penalty 2180.920011 = -56999.476702
  nChanged 15
		SP:Iteration 7Q (104457.970000 sec): 3 clusters
  Score: Raw -59205.003495 + Penalty 2180.920011 = -57024.083484
  nChanged 9
		SP:Iteration 8Q (104457.980000 sec): 3 clusters
  Score: Raw -59211.255999 + Penalty 2180.920011 = -57030.335988
  nChanged 6
		SP:Iteration 9Q (104458.000000 sec): 3 clusters
  Score: Raw -59218.938719 + Penalty 2180.920011 = -57038.018709
  nChanged 3
		SP:Iteration 10Q (104458.020000 sec): 3 clusters
  Score: Raw -59222.699718 + Penalty 2180.920011 = -57041.779707
  nChanged 1
		SP:Iteration 11Q (104458.030000 sec): 3 clusters
  Score: Raw -59223.249630 + Penalty 2180.920011 = -57042.329619
  nChanged 1
		SP:Iteration 12Q (104458.050000 sec): 3 clusters
  Score: Raw -59224.296441 + Penalty 2180.920011 = -57043.376430
  nChanged 1
		SP:Iteration 13Q (104458.060000 sec): 3 clusters
  Score: Raw -59224.943772 + Penalty 2180.920011 = -57044.023761
  nChanged 0
		SP:Iteration 14F (104458.080000 sec): 3 clusters
  Score: Raw -59224.943772 + Penalty 2180.920011 = -57044.023761
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 43 (815 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (104458.120000 sec): 2 clusters
  Score: Raw -67876.299045 + Penalty 1089.268068 = -66787.030977
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (104458.130000 sec): 3 clusters
  Score: Raw -67737.395858 + Penalty 2178.536137 = -65558.859721
  nChanged 239
		SP:Iteration 1F (104458.150000 sec): 3 clusters
  Score: Raw -68031.728613 + Penalty 2178.536137 = -65853.192476
  nChanged 58
		SP:Iteration 2F (104458.170000 sec): 3 clusters
  Score: Raw -68141.801186 + Penalty 2178.536137 = -65963.265049
  nChanged 35
		SP:Iteration 3Q (104458.180000 sec): 3 clusters
  Score: Raw -68221.596643 + Penalty 2178.536137 = -66043.060506
  nChanged 36
		SP:Iteration 4Q (104458.200000 sec): 3 clusters
  Score: Raw -68283.760472 + Penalty 2178.536137 = -66105.224335
  nChanged 21
		SP:Iteration 5Q (104458.220000 sec): 3 clusters
  Score: Raw -68319.307789 + Penalty 2178.536137 = -66140.771652
  nChanged 15
		SP:Iteration 6Q (104458.230000 sec): 3 clusters
  Score: Raw -68343.013153 + Penalty 2178.536137 = -66164.477016
  nChanged 11
		SP:Iteration 7Q (104458.240000 sec): 3 clusters
  Score: Raw -68365.268312 + Penalty 2178.536137 = -66186.732176
  nChanged 13
		SP:Iteration 8Q (104458.260000 sec): 3 clusters
  Score: Raw -68379.347507 + Penalty 2178.536137 = -66200.811370
  nChanged 9
		SP:Iteration 9Q (104458.280000 sec): 3 clusters
  Score: Raw -68397.649154 + Penalty 2178.536137 = -66219.113017
  nChanged 7
		SP:Iteration 10Q (104458.290000 sec): 3 clusters
  Score: Raw -68410.536977 + Penalty 2178.536137 = -66232.000841
  nChanged 7
		SP:Iteration 11Q (104458.310000 sec): 3 clusters
  Score: Raw -68425.527991 + Penalty 2178.536137 = -66246.991854
  nChanged 7
		SP:Iteration 12Q (104458.320000 sec): 3 clusters
  Score: Raw -68439.658260 + Penalty 2178.536137 = -66261.122123
  nChanged 8
		SP:Iteration 13Q (104458.340000 sec): 3 clusters
  Score: Raw -68450.187987 + Penalty 2178.536137 = -66271.651851
  nChanged 5
		SP:Iteration 14Q (104458.360000 sec): 3 clusters
  Score: Raw -68454.256184 + Penalty 2178.536137 = -66275.720048
  nChanged 0
		SP:Iteration 15F (104458.370000 sec): 3 clusters
  Score: Raw -68454.256184 + Penalty 2178.536137 = -66275.720048
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 44 (1694 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (104458.430000 sec): 2 clusters
  Score: Raw -150845.430307 + Penalty 1208.162780 = -149637.267527
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (104458.470000 sec): 3 clusters
  Score: Raw -150190.429386 + Penalty 2416.325559 = -147774.103826
  nChanged 573
		SP:Iteration 1F (104458.500000 sec): 3 clusters
  Score: Raw -150559.177556 + Penalty 2416.325559 = -148142.851996
  nChanged 133
		SP:Iteration 2F (104458.530000 sec): 3 clusters
  Score: Raw -150664.409580 + Penalty 2416.325559 = -148248.084021
  nChanged 81
		SP:Iteration 3Q (104458.560000 sec): 3 clusters
  Score: Raw -150719.695128 + Penalty 2416.325559 = -148303.369568
  nChanged 52
		SP:Iteration 4Q (104458.600000 sec): 3 clusters
  Score: Raw -150751.633464 + Penalty 2416.325559 = -148335.307904
  nChanged 41
		SP:Iteration 5Q (104458.630000 sec): 3 clusters
  Score: Raw -150773.310296 + Penalty 2416.325559 = -148356.984737
  nChanged 28
		SP:Iteration 6Q (104458.660000 sec): 3 clusters
  Score: Raw -150790.354128 + Penalty 2416.325559 = -148374.028568
  nChanged 19
		SP:Iteration 7Q (104458.700000 sec): 3 clusters
  Score: Raw -150799.619680 + Penalty 2416.325559 = -148383.294121
  nChanged 21
		SP:Iteration 8Q (104458.730000 sec): 3 clusters
  Score: Raw -150813.862708 + Penalty 2416.325559 = -148397.537149
  nChanged 24
		SP:Iteration 9Q (104458.760000 sec): 3 clusters
  Score: Raw -150828.742098 + Penalty 2416.325559 = -148412.416538
  nChanged 18
		SP:Iteration 10Q (104458.790000 sec): 3 clusters
  Score: Raw -150842.453355 + Penalty 2416.325559 = -148426.127795
  nChanged 17
		SP:Iteration 11Q (104458.830000 sec): 3 clusters
  Score: Raw -150850.030256 + Penalty 2416.325559 = -148433.704697
  nChanged 25
		SP:Iteration 12Q (104458.860000 sec): 3 clusters
  Score: Raw -150864.195870 + Penalty 2416.325559 = -148447.870311
  nChanged 24
		SP:Iteration 13Q (104458.890000 sec): 3 clusters
  Score: Raw -150878.195246 + Penalty 2416.325559 = -148461.869687
  nChanged 24
		SP:Iteration 14Q (104458.930000 sec): 3 clusters
  Score: Raw -150889.344788 + Penalty 2416.325559 = -148473.019229
  nChanged 30
		SP:Iteration 15Q (104458.960000 sec): 3 clusters
  Score: Raw -150908.337773 + Penalty 2416.325559 = -148492.012214
  nChanged 40
		SP:Iteration 16Q (104458.990000 sec): 3 clusters
  Score: Raw -150934.940225 + Penalty 2416.325559 = -148518.614666
  nChanged 37
		SP:Iteration 17Q (104459.030000 sec): 3 clusters
  Score: Raw -150960.997599 + Penalty 2416.325559 = -148544.672039
  nChanged 47
		SP:Iteration 18Q (104459.060000 sec): 3 clusters
  Score: Raw -150997.495959 + Penalty 2416.325559 = -148581.170400
  nChanged 47
		SP:Iteration 19Q (104459.090000 sec): 3 clusters
  Score: Raw -151050.195430 + Penalty 2416.325559 = -148633.869871
  nChanged 49
		SP:Iteration 20F (104459.120000 sec): 3 clusters
  Score: Raw -151102.201697 + Penalty 2416.325559 = -148685.876137
  nChanged 53
		SP:Iteration 21Q (104459.160000 sec): 3 clusters
  Score: Raw -151159.652746 + Penalty 2416.325559 = -148743.327186
  nChanged 59
		SP:Iteration 22Q (104459.190000 sec): 3 clusters
  Score: Raw -151230.755324 + Penalty 2416.325559 = -148814.429764
  nChanged 57
		SP:Iteration 23Q (104459.220000 sec): 3 clusters
  Score: Raw -151305.095137 + Penalty 2416.325559 = -148888.769577
  nChanged 43
		SP:Iteration 24Q (104459.250000 sec): 3 clusters
  Score: Raw -151352.189003 + Penalty 2416.325559 = -148935.863444
  nChanged 23
		SP:Iteration 25Q (104459.290000 sec): 3 clusters
  Score: Raw -151378.717466 + Penalty 2416.325559 = -148962.391907
  nChanged 17
		SP:Iteration 26Q (104459.320000 sec): 3 clusters
  Score: Raw -151395.128703 + Penalty 2416.325559 = -148978.803143
  nChanged 16
		SP:Iteration 27Q (104459.350000 sec): 3 clusters
  Score: Raw -151405.831677 + Penalty 2416.325559 = -148989.506117
  nChanged 9
		SP:Iteration 28Q (104459.390000 sec): 3 clusters
  Score: Raw -151414.358155 + Penalty 2416.325559 = -148998.032595
  nChanged 8
		SP:Iteration 29Q (104459.420000 sec): 3 clusters
  Score: Raw -151422.448942 + Penalty 2416.325559 = -149006.123383
  nChanged 6
		SP:Iteration 30Q (104459.450000 sec): 3 clusters
  Score: Raw -151427.201498 + Penalty 2416.325559 = -149010.875939
  nChanged 3
		SP:Iteration 31Q (104459.480000 sec): 3 clusters
  Score: Raw -151428.921655 + Penalty 2416.325559 = -149012.596096
  nChanged 2
		SP:Iteration 32Q (104459.510000 sec): 3 clusters
  Score: Raw -151430.140761 + Penalty 2416.325559 = -149013.815202
  nChanged 2
		SP:Iteration 33Q (104459.550000 sec): 3 clusters
  Score: Raw -151432.295351 + Penalty 2416.325559 = -149015.969792
  nChanged 5
		SP:Iteration 34Q (104459.580000 sec): 3 clusters
  Score: Raw -151436.664306 + Penalty 2416.325559 = -149020.338747
  nChanged 5
		SP:Iteration 35Q (104459.610000 sec): 3 clusters
  Score: Raw -151440.269879 + Penalty 2416.325559 = -149023.944319
  nChanged 5
		SP:Iteration 36Q (104459.650000 sec): 3 clusters
  Score: Raw -151444.749935 + Penalty 2416.325559 = -149028.424376
  nChanged 4
		SP:Iteration 37Q (104459.680000 sec): 3 clusters
  Score: Raw -151447.404693 + Penalty 2416.325559 = -149031.079133
  nChanged 3
		SP:Iteration 38Q (104459.710000 sec): 3 clusters
  Score: Raw -151449.085132 + Penalty 2416.325559 = -149032.759573
  nChanged 1
		SP:Iteration 39Q (104459.740000 sec): 3 clusters
  Score: Raw -151449.503307 + Penalty 2416.325559 = -149033.177747
  nChanged 0
		SP:Iteration 40F (104459.770000 sec): 3 clusters
  Score: Raw -151450.404096 + Penalty 2416.325559 = -149034.078537
  nChanged 1
		SP:Iteration 41Q (104459.810000 sec): 3 clusters
  Score: Raw -151452.505159 + Penalty 2416.325559 = -149036.179600
  nChanged 3
		SP:Iteration 42Q (104459.840000 sec): 3 clusters
  Score: Raw -151456.804902 + Penalty 2416.325559 = -149040.479343
  nChanged 6
		SP:Iteration 43Q (104459.870000 sec): 3 clusters
  Score: Raw -151462.323803 + Penalty 2416.325559 = -149045.998244
  nChanged 4
		SP:Iteration 44Q (104459.910000 sec): 3 clusters
  Score: Raw -151465.051301 + Penalty 2416.325559 = -149048.725741
  nChanged 3
		SP:Iteration 45Q (104459.940000 sec): 3 clusters
  Score: Raw -151468.342148 + Penalty 2416.325559 = -149052.016588
  nChanged 6
		SP:Iteration 46Q (104459.970000 sec): 3 clusters
  Score: Raw -151474.288865 + Penalty 2416.325559 = -149057.963306
  nChanged 7
		SP:Iteration 47Q (104460.000000 sec): 3 clusters
  Score: Raw -151482.515152 + Penalty 2416.325559 = -149066.189593
  nChanged 7
		SP:Iteration 48Q (104460.040000 sec): 3 clusters
  Score: Raw -151487.556644 + Penalty 2416.325559 = -149071.231085
  nChanged 3
		SP:Iteration 49Q (104460.070000 sec): 3 clusters
  Score: Raw -151489.919046 + Penalty 2416.325559 = -149073.593486
  nChanged 1
		SP:Iteration 50Q (104460.100000 sec): 3 clusters
  Score: Raw -151490.490708 + Penalty 2416.325559 = -149074.165149
  nChanged 1
		SP:Iteration 51Q (104460.130000 sec): 3 clusters
  Score: Raw -151490.819703 + Penalty 2416.325559 = -149074.494143
  nChanged 0
		SP:Iteration 52F (104460.170000 sec): 3 clusters
  Score: Raw -151490.819703 + Penalty 2416.325559 = -149074.494143
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 45 (2108 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (104460.230000 sec): 2 clusters
  Score: Raw -164003.900503 + Penalty 1243.692923 = -162760.207580
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (104460.270000 sec): 3 clusters
  Score: Raw -163117.248909 + Penalty 2487.385846 = -160629.863063
  nChanged 754
		SP:Iteration 1F (104460.310000 sec): 3 clusters
  Score: Raw -163693.012489 + Penalty 2487.385846 = -161205.626644
  nChanged 206
		SP:Iteration 2F (104460.350000 sec): 3 clusters
  Score: Raw -163906.590941 + Penalty 2487.385846 = -161419.205096
  nChanged 149
		SP:Iteration 3F (104460.400000 sec): 3 clusters
  Score: Raw -164073.331826 + Penalty 2487.385846 = -161585.945981
  nChanged 126
		SP:Iteration 4F (104460.440000 sec): 3 clusters
  Score: Raw -164209.664400 + Penalty 2487.385846 = -161722.278554
  nChanged 100
		SP:Iteration 5Q (104460.480000 sec): 3 clusters
  Score: Raw -164329.136768 + Penalty 2487.385846 = -161841.750923
  nChanged 97
		SP:Iteration 6Q (104460.520000 sec): 3 clusters
  Score: Raw -164446.056374 + Penalty 2487.385846 = -161958.670528
  nChanged 81
		SP:Iteration 7Q (104460.570000 sec): 3 clusters
  Score: Raw -164561.506681 + Penalty 2487.385846 = -162074.120835
  nChanged 77
		SP:Iteration 8Q (104460.610000 sec): 3 clusters
  Score: Raw -164649.899221 + Penalty 2487.385846 = -162162.513376
  nChanged 57
		SP:Iteration 9Q (104460.650000 sec): 3 clusters
  Score: Raw -164721.786061 + Penalty 2487.385846 = -162234.400215
  nChanged 51
		SP:Iteration 10Q (104460.690000 sec): 3 clusters
  Score: Raw -164779.032969 + Penalty 2487.385846 = -162291.647123
  nChanged 37
		SP:Iteration 11Q (104460.730000 sec): 3 clusters
  Score: Raw -164801.264466 + Penalty 2487.385846 = -162313.878620
  nChanged 17
		SP:Iteration 12Q (104460.770000 sec): 3 clusters
  Score: Raw -164813.703315 + Penalty 2487.385846 = -162326.317469
  nChanged 8
		SP:Iteration 13Q (104460.810000 sec): 3 clusters
  Score: Raw -164818.599486 + Penalty 2487.385846 = -162331.213640
  nChanged 7
		SP:Iteration 14Q (104460.850000 sec): 3 clusters
  Score: Raw -164820.764914 + Penalty 2487.385846 = -162333.379068
  nChanged 1
		SP:Iteration 15Q (104460.890000 sec): 3 clusters
  Score: Raw -164821.318821 + Penalty 2487.385846 = -162333.932975
  nChanged 0
		SP:Iteration 16F (104460.940000 sec): 3 clusters
  Score: Raw -164821.318821 + Penalty 2487.385846 = -162333.932975
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 46 (2278 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (104461.000000 sec): 2 clusters
  Score: Raw -191583.895164 + Penalty 1256.296136 = -190327.599029
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (104461.050000 sec): 3 clusters
  Score: Raw -190594.910369 + Penalty 2512.592272 = -188082.318097
  nChanged 839
		SP:Iteration 1F (104461.090000 sec): 3 clusters
  Score: Raw -191136.367641 + Penalty 2512.592272 = -188623.775369
  nChanged 185
		SP:Iteration 2F (104461.130000 sec): 3 clusters
  Score: Raw -191286.770794 + Penalty 2512.592272 = -188774.178522
  nChanged 137
		SP:Iteration 3F (104461.170000 sec): 3 clusters
  Score: Raw -191421.592586 + Penalty 2512.592272 = -188909.000314
  nChanged 99
		SP:Iteration 4Q (104461.220000 sec): 3 clusters
  Score: Raw -191492.999332 + Penalty 2512.592272 = -188980.407060
  nChanged 77
		SP:Iteration 5Q (104461.260000 sec): 3 clusters
  Score: Raw -191546.441017 + Penalty 2512.592272 = -189033.848745
  nChanged 62
		SP:Iteration 6Q (104461.310000 sec): 3 clusters
  Score: Raw -191589.852542 + Penalty 2512.592272 = -189077.260270
  nChanged 53
		SP:Iteration 7Q (104461.350000 sec): 3 clusters
  Score: Raw -191629.269463 + Penalty 2512.592272 = -189116.677191
  nChanged 48
		SP:Iteration 8Q (104461.390000 sec): 3 clusters
  Score: Raw -191666.468593 + Penalty 2512.592272 = -189153.876321
  nChanged 52
		SP:Iteration 9Q (104461.440000 sec): 3 clusters
  Score: Raw -191700.088225 + Penalty 2512.592272 = -189187.495953
  nChanged 39
		SP:Iteration 10Q (104461.480000 sec): 3 clusters
  Score: Raw -191722.133884 + Penalty 2512.592272 = -189209.541612
  nChanged 27
		SP:Iteration 11Q (104461.530000 sec): 3 clusters
  Score: Raw -191741.116179 + Penalty 2512.592272 = -189228.523907
  nChanged 23
		SP:Iteration 12Q (104461.570000 sec): 3 clusters
  Score: Raw -191756.933544 + Penalty 2512.592272 = -189244.341272
  nChanged 12
		SP:Iteration 13Q (104461.610000 sec): 3 clusters
  Score: Raw -191763.828868 + Penalty 2512.592272 = -189251.236596
  nChanged 14
		SP:Iteration 14Q (104461.650000 sec): 3 clusters
  Score: Raw -191771.820243 + Penalty 2512.592272 = -189259.227971
  nChanged 15
		SP:Iteration 15Q (104461.700000 sec): 3 clusters
  Score: Raw -191781.309945 + Penalty 2512.592272 = -189268.717673
  nChanged 15
		SP:Iteration 16Q (104461.740000 sec): 3 clusters
  Score: Raw -191792.308116 + Penalty 2512.592272 = -189279.715845
  nChanged 17
		SP:Iteration 17Q (104461.780000 sec): 3 clusters
  Score: Raw -191801.778933 + Penalty 2512.592272 = -189289.186661
  nChanged 17
		SP:Iteration 18Q (104461.830000 sec): 3 clusters
  Score: Raw -191813.508594 + Penalty 2512.592272 = -189300.916322
  nChanged 12
		SP:Iteration 19Q (104461.870000 sec): 3 clusters
  Score: Raw -191820.906954 + Penalty 2512.592272 = -189308.314682
  nChanged 16
		SP:Iteration 20F (104461.910000 sec): 3 clusters
  Score: Raw -191832.655241 + Penalty 2512.592272 = -189320.062970
  nChanged 18
		SP:Iteration 21Q (104461.950000 sec): 3 clusters
  Score: Raw -191846.886339 + Penalty 2512.592272 = -189334.294067
  nChanged 19
		SP:Iteration 22Q (104462.000000 sec): 3 clusters
  Score: Raw -191858.857969 + Penalty 2512.592272 = -189346.265697
  nChanged 19
		SP:Iteration 23Q (104462.040000 sec): 3 clusters
  Score: Raw -191873.212903 + Penalty 2512.592272 = -189360.620631
  nChanged 11
		SP:Iteration 24Q (104462.090000 sec): 3 clusters
  Score: Raw -191881.114814 + Penalty 2512.592272 = -189368.522542
  nChanged 12
		SP:Iteration 25Q (104462.130000 sec): 3 clusters
  Score: Raw -191890.527233 + Penalty 2512.592272 = -189377.934961
  nChanged 16
		SP:Iteration 26Q (104462.170000 sec): 3 clusters
  Score: Raw -191905.370484 + Penalty 2512.592272 = -189392.778212
  nChanged 9
		SP:Iteration 27Q (104462.210000 sec): 3 clusters
  Score: Raw -191911.789672 + Penalty 2512.592272 = -189399.197400
  nChanged 3
		SP:Iteration 28Q (104462.250000 sec): 3 clusters
  Score: Raw -191914.678705 + Penalty 2512.592272 = -189402.086433
  nChanged 4
		SP:Iteration 29Q (104462.290000 sec): 3 clusters
  Score: Raw -191917.178400 + Penalty 2512.592272 = -189404.586128
  nChanged 0
		SP:Iteration 30F (104462.340000 sec): 3 clusters
  Score: Raw -191917.178400 + Penalty 2512.592272 = -189404.586128
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 47 (3471 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (104462.410000 sec): 2 clusters
  Score: Raw -294234.083108 + Penalty 1324.732178 = -292909.350931
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (104462.480000 sec): 3 clusters
  Score: Raw -292586.129809 + Penalty 2649.464355 = -289936.665453
  nChanged 1305
		SP:Iteration 1F (104462.550000 sec): 3 clusters
  Score: Raw -293420.444569 + Penalty 2649.464355 = -290770.980214
  nChanged 285
		SP:Iteration 2F (104462.610000 sec): 3 clusters
  Score: Raw -293623.208731 + Penalty 2649.464355 = -290973.744376
  nChanged 208
		SP:Iteration 3F (104462.680000 sec): 3 clusters
  Score: Raw -293757.492265 + Penalty 2649.464355 = -291108.027910
  nChanged 155
		SP:Iteration 4Q (104462.750000 sec): 3 clusters
  Score: Raw -293859.582282 + Penalty 2649.464355 = -291210.117927
  nChanged 143
		SP:Iteration 5Q (104462.820000 sec): 3 clusters
  Score: Raw -293945.654774 + Penalty 2649.464355 = -291296.190419
  nChanged 111
		SP:Iteration 6Q (104462.890000 sec): 3 clusters
  Score: Raw -294012.219484 + Penalty 2649.464355 = -291362.755129
  nChanged 98
		SP:Iteration 7Q (104462.950000 sec): 3 clusters
  Score: Raw -294076.314135 + Penalty 2649.464355 = -291426.849780
  nChanged 104
		SP:Iteration 8Q (104463.020000 sec): 3 clusters
  Score: Raw -294140.819362 + Penalty 2649.464355 = -291491.355007
  nChanged 102
		SP:Iteration 9Q (104463.090000 sec): 3 clusters
  Score: Raw -294195.523093 + Penalty 2649.464355 = -291546.058738
  nChanged 88
		SP:Iteration 10Q (104463.160000 sec): 3 clusters
  Score: Raw -294250.956189 + Penalty 2649.464355 = -291601.491834
  nChanged 89
		SP:Iteration 11Q (104463.230000 sec): 3 clusters
  Score: Raw -294311.938445 + Penalty 2649.464355 = -291662.474090
  nChanged 106
		SP:Iteration 12Q (104463.290000 sec): 3 clusters
  Score: Raw -294380.605540 + Penalty 2649.464355 = -291731.141184
  nChanged 92
		SP:Iteration 13Q (104463.360000 sec): 3 clusters
  Score: Raw -294447.534892 + Penalty 2649.464355 = -291798.070537
  nChanged 83
		SP:Iteration 14Q (104463.430000 sec): 3 clusters
  Score: Raw -294504.554587 + Penalty 2649.464355 = -291855.090232
  nChanged 71
		SP:Iteration 15Q (104463.500000 sec): 3 clusters
  Score: Raw -294553.703563 + Penalty 2649.464355 = -291904.239208
  nChanged 50
		SP:Iteration 16Q (104463.560000 sec): 3 clusters
  Score: Raw -294577.242739 + Penalty 2649.464355 = -291927.778384
  nChanged 34
		SP:Iteration 17Q (104463.630000 sec): 3 clusters
  Score: Raw -294595.846993 + Penalty 2649.464355 = -291946.382637
  nChanged 35
		SP:Iteration 18Q (104463.700000 sec): 3 clusters
  Score: Raw -294617.606766 + Penalty 2649.464355 = -291968.142411
  nChanged 34
		SP:Iteration 19Q (104463.760000 sec): 3 clusters
  Score: Raw -294646.862632 + Penalty 2649.464355 = -291997.398277
  nChanged 37
		SP:Iteration 20F (104463.830000 sec): 3 clusters
  Score: Raw -294676.850668 + Penalty 2649.464355 = -292027.386313
  nChanged 36
		SP:Iteration 21Q (104463.890000 sec): 3 clusters
  Score: Raw -294701.987607 + Penalty 2649.464355 = -292052.523252
  nChanged 32
		SP:Iteration 22Q (104463.960000 sec): 3 clusters
  Score: Raw -294722.739140 + Penalty 2649.464355 = -292073.274785
  nChanged 33
		SP:Iteration 23Q (104464.030000 sec): 3 clusters
  Score: Raw -294745.050597 + Penalty 2649.464355 = -292095.586242
  nChanged 19
		SP:Iteration 24Q (104464.090000 sec): 3 clusters
  Score: Raw -294754.648467 + Penalty 2649.464355 = -292105.184112
  nChanged 11
		SP:Iteration 25Q (104464.160000 sec): 3 clusters
  Score: Raw -294762.079287 + Penalty 2649.464355 = -292112.614932
  nChanged 14
		SP:Iteration 26Q (104464.220000 sec): 3 clusters
  Score: Raw -294769.997203 + Penalty 2649.464355 = -292120.532848
  nChanged 13
		SP:Iteration 27Q (104464.290000 sec): 3 clusters
  Score: Raw -294779.892678 + Penalty 2649.464355 = -292130.428322
  nChanged 20
		SP:Iteration 28Q (104464.350000 sec): 3 clusters
  Score: Raw -294795.962703 + Penalty 2649.464355 = -292146.498348
  nChanged 16
		SP:Iteration 29Q (104464.420000 sec): 3 clusters
  Score: Raw -294805.492644 + Penalty 2649.464355 = -292156.028289
  nChanged 14
		SP:Iteration 30Q (104464.480000 sec): 3 clusters
  Score: Raw -294814.927047 + Penalty 2649.464355 = -292165.462691
  nChanged 10
		SP:Iteration 31Q (104464.550000 sec): 3 clusters
  Score: Raw -294819.635845 + Penalty 2649.464355 = -292170.171490
  nChanged 4
		SP:Iteration 32Q (104464.610000 sec): 3 clusters
  Score: Raw -294823.441560 + Penalty 2649.464355 = -292173.977205
  nChanged 4
		SP:Iteration 33Q (104464.680000 sec): 3 clusters
  Score: Raw -294825.618378 + Penalty 2649.464355 = -292176.154023
  nChanged 1
		SP:Iteration 34Q (104464.740000 sec): 3 clusters
  Score: Raw -294826.104028 + Penalty 2649.464355 = -292176.639673
  nChanged 1
		SP:Iteration 35Q (104464.810000 sec): 3 clusters
  Score: Raw -294827.665764 + Penalty 2649.464355 = -292178.201409
  nChanged 2
		SP:Iteration 36Q (104464.870000 sec): 3 clusters
  Score: Raw -294828.529005 + Penalty 2649.464355 = -292179.064650
  nChanged 1
		SP:Iteration 37Q (104464.930000 sec): 3 clusters
  Score: Raw -294829.949744 + Penalty 2649.464355 = -292180.485389
  nChanged 2
		SP:Iteration 38Q (104465.000000 sec): 3 clusters
  Score: Raw -294831.062902 + Penalty 2649.464355 = -292181.598547
  nChanged 1
		SP:Iteration 39Q (104465.070000 sec): 3 clusters
  Score: Raw -294831.914296 + Penalty 2649.464355 = -292182.449941
  nChanged 3
		SP:Iteration 40F (104465.130000 sec): 3 clusters
  Score: Raw -294833.752781 + Penalty 2649.464355 = -292184.288426
  nChanged 5
		SP:Iteration 41Q (104465.200000 sec): 3 clusters
  Score: Raw -294839.185435 + Penalty 2649.464355 = -292189.721080
  nChanged 5
		SP:Iteration 42Q (104465.260000 sec): 3 clusters
  Score: Raw -294844.259605 + Penalty 2649.464355 = -292194.795250
  nChanged 4
		SP:Iteration 43Q (104465.330000 sec): 3 clusters
  Score: Raw -294847.524236 + Penalty 2649.464355 = -292198.059881
  nChanged 6
		SP:Iteration 44Q (104465.390000 sec): 3 clusters
  Score: Raw -294851.240312 + Penalty 2649.464355 = -292201.775957
  nChanged 2
		SP:Iteration 45Q (104465.450000 sec): 3 clusters
  Score: Raw -294851.875708 + Penalty 2649.464355 = -292202.411353
  nChanged 1
		SP:Iteration 46Q (104465.520000 sec): 3 clusters
  Score: Raw -294852.410052 + Penalty 2649.464355 = -292202.945697
  nChanged 1
		SP:Iteration 47Q (104465.590000 sec): 3 clusters
  Score: Raw -294852.595085 + Penalty 2649.464355 = -292203.130730
  nChanged 0
		SP:Iteration 48F (104465.650000 sec): 3 clusters
  Score: Raw -294852.595085 + Penalty 2649.464355 = -292203.130730
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 48 (38110 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (104465.990000 sec): 2 clusters
  Score: Raw -3446768.667026 + Penalty 1714.087699 = -3445054.579327
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (104466.440000 sec): 3 clusters
  Score: Raw -3422821.245785 + Penalty 3428.175398 = -3419393.070387
  nChanged 17775
		SP:Iteration 1F (104466.880000 sec): 3 clusters
  Score: Raw -3432871.976289 + Penalty 3428.175398 = -3429443.800891
  nChanged 1925
		SP:Iteration 2F (104467.290000 sec): 3 clusters
  Score: Raw -3433670.087070 + Penalty 3428.175398 = -3430241.911672
  nChanged 2133
		SP:Iteration 3F (104467.710000 sec): 3 clusters
  Score: Raw -3434732.982385 + Penalty 3428.175398 = -3431304.806987
  nChanged 2393
		SP:Iteration 4F (104468.130000 sec): 3 clusters
  Score: Raw -3436042.951966 + Penalty 3428.175398 = -3432614.776568
  nChanged 2538
		SP:Iteration 5F (104468.550000 sec): 3 clusters
  Score: Raw -3437559.877479 + Penalty 3428.175398 = -3434131.702081
  nChanged 2479
		SP:Iteration 6F (104468.980000 sec): 3 clusters
  Score: Raw -3439020.658080 + Penalty 3428.175398 = -3435592.482682
  nChanged 2282
		SP:Iteration 7F (104469.390000 sec): 3 clusters
  Score: Raw -3440210.715122 + Penalty 3428.175398 = -3436782.539724
  nChanged 1891
		SP:Iteration 8Q (104469.830000 sec): 3 clusters
  Score: Raw -3441014.947915 + Penalty 3428.175398 = -3437586.772517
  nChanged 1377
		SP:Iteration 9Q (104470.260000 sec): 3 clusters
  Score: Raw -3441424.782892 + Penalty 3428.175398 = -3437996.607494
  nChanged 968
		SP:Iteration 10Q (104470.690000 sec): 3 clusters
  Score: Raw -3441655.782147 + Penalty 3428.175398 = -3438227.606749
  nChanged 705
		SP:Iteration 11Q (104471.130000 sec): 3 clusters
  Score: Raw -3441786.099249 + Penalty 3428.175398 = -3438357.923851
  nChanged 521
		SP:Iteration 12Q (104471.560000 sec): 3 clusters
  Score: Raw -3441874.747614 + Penalty 3428.175398 = -3438446.572216
  nChanged 427
		SP:Iteration 13Q (104471.970000 sec): 3 clusters
  Score: Raw -3441931.228075 + Penalty 3428.175398 = -3438503.052677
  nChanged 354
		SP:Iteration 14Q (104472.410000 sec): 3 clusters
  Score: Raw -3441973.431581 + Penalty 3428.175398 = -3438545.256183
  nChanged 292
		SP:Iteration 15Q (104472.820000 sec): 3 clusters
  Score: Raw -3442011.277770 + Penalty 3428.175398 = -3438583.102372
  nChanged 305
		SP:Iteration 16Q (104473.250000 sec): 3 clusters
  Score: Raw -3442053.860707 + Penalty 3428.175398 = -3438625.685309
  nChanged 346
		SP:Iteration 17Q (104473.660000 sec): 3 clusters
  Score: Raw -3442106.609603 + Penalty 3428.175398 = -3438678.434205
  nChanged 357
		SP:Iteration 18Q (104474.090000 sec): 3 clusters
  Score: Raw -3442160.738691 + Penalty 3428.175398 = -3438732.563293
  nChanged 409
		SP:Iteration 19Q (104474.500000 sec): 3 clusters
  Score: Raw -3442226.478885 + Penalty 3428.175398 = -3438798.303487
  nChanged 465
		SP:Iteration 20F (104474.910000 sec): 3 clusters
  Score: Raw -3442304.455308 + Penalty 3428.175398 = -3438876.279910
  nChanged 495
		SP:Iteration 21Q (104475.340000 sec): 3 clusters
  Score: Raw -3442390.494434 + Penalty 3428.175398 = -3438962.319036
  nChanged 550
		SP:Iteration 22Q (104475.770000 sec): 3 clusters
  Score: Raw -3442490.268445 + Penalty 3428.175398 = -3439062.093047
  nChanged 603
		SP:Iteration 23Q (104476.200000 sec): 3 clusters
  Score: Raw -3442609.967653 + Penalty 3428.175398 = -3439181.792255
  nChanged 645
		SP:Iteration 24Q (104476.630000 sec): 3 clusters
  Score: Raw -3442741.923458 + Penalty 3428.175398 = -3439313.748060
  nChanged 694
		SP:Iteration 25Q (104477.040000 sec): 3 clusters
  Score: Raw -3442897.848184 + Penalty 3428.175398 = -3439469.672786
  nChanged 775
		SP:Iteration 26Q (104477.460000 sec): 3 clusters
  Score: Raw -3443087.833134 + Penalty 3428.175398 = -3439659.657735
  nChanged 816
		SP:Iteration 27Q (104477.890000 sec): 3 clusters
  Score: Raw -3443293.413307 + Penalty 3428.175398 = -3439865.237909
  nChanged 871
		SP:Iteration 28Q (104478.320000 sec): 3 clusters
  Score: Raw -3443529.894670 + Penalty 3428.175398 = -3440101.719272
  nChanged 941
		SP:Iteration 29Q (104478.740000 sec): 3 clusters
  Score: Raw -3443796.007518 + Penalty 3428.175398 = -3440367.832120
  nChanged 960
		SP:Iteration 30Q (104479.160000 sec): 3 clusters
  Score: Raw -3444075.643978 + Penalty 3428.175398 = -3440647.468580
  nChanged 1015
		SP:Iteration 31Q (104479.580000 sec): 3 clusters
  Score: Raw -3444389.677433 + Penalty 3428.175398 = -3440961.502035
  nChanged 1023
		SP:Iteration 32Q (104479.990000 sec): 3 clusters
  Score: Raw -3444714.637270 + Penalty 3428.175398 = -3441286.461872
  nChanged 998
		SP:Iteration 33Q (104480.400000 sec): 3 clusters
  Score: Raw -3445029.475725 + Penalty 3428.175398 = -3441601.300327
  nChanged 1048
		SP:Iteration 34Q (104480.810000 sec): 3 clusters
  Score: Raw -3445383.974876 + Penalty 3428.175398 = -3441955.799478
  nChanged 991
		SP:Iteration 35Q (104481.240000 sec): 3 clusters
  Score: Raw -3445718.261148 + Penalty 3428.175398 = -3442290.085750
  nChanged 910
		SP:Iteration 36Q (104481.640000 sec): 3 clusters
  Score: Raw -3446010.866463 + Penalty 3428.175398 = -3442582.691065
  nChanged 808
		SP:Iteration 37Q (104482.070000 sec): 3 clusters
  Score: Raw -3446264.585008 + Penalty 3428.175398 = -3442836.409610
  nChanged 734
		SP:Iteration 38Q (104482.490000 sec): 3 clusters
  Score: Raw -3446508.601621 + Penalty 3428.175398 = -3443080.426223
  nChanged 657
		SP:Iteration 39Q (104482.900000 sec): 3 clusters
  Score: Raw -3446721.525932 + Penalty 3428.175398 = -3443293.350534
  nChanged 568
		SP:Iteration 40F (104483.280000 sec): 3 clusters
  Score: Raw -3446906.382748 + Penalty 3428.175398 = -3443478.207350
  nChanged 537
		SP:Iteration 41Q (104483.640000 sec): 3 clusters
  Score: Raw -3447100.564254 + Penalty 3428.175398 = -3443672.388856
  nChanged 499
		SP:Iteration 42Q (104484.060000 sec): 3 clusters
  Score: Raw -3447292.369259 + Penalty 3428.175398 = -3443864.193861
  nChanged 377
		SP:Iteration 43Q (104484.460000 sec): 3 clusters
  Score: Raw -3447429.056971 + Penalty 3428.175398 = -3444000.881573
  nChanged 309
		SP:Iteration 44Q (104484.820000 sec): 3 clusters
  Score: Raw -3447538.960418 + Penalty 3428.175398 = -3444110.785020
  nChanged 268
		SP:Iteration 45Q (104485.200000 sec): 3 clusters
  Score: Raw -3447625.386360 + Penalty 3428.175398 = -3444197.210962
  nChanged 193
		SP:Iteration 46Q (104485.610000 sec): 3 clusters
  Score: Raw -3447682.315947 + Penalty 3428.175398 = -3444254.140549
  nChanged 178
		SP:Iteration 47Q (104485.960000 sec): 3 clusters
  Score: Raw -3447735.731090 + Penalty 3428.175398 = -3444307.555692
  nChanged 168
		SP:Iteration 48Q (104486.340000 sec): 3 clusters
  Score: Raw -3447779.914128 + Penalty 3428.175398 = -3444351.738730
  nChanged 128
		SP:Iteration 49Q (104486.720000 sec): 3 clusters
  Score: Raw -3447811.638718 + Penalty 3428.175398 = -3444383.463320
  nChanged 109
		SP:Iteration 50Q (104487.090000 sec): 3 clusters
  Score: Raw -3447839.268082 + Penalty 3428.175398 = -3444411.092684
  nChanged 103
		SP:Iteration 51Q (104487.500000 sec): 3 clusters
  Score: Raw -3447863.554069 + Penalty 3428.175398 = -3444435.378671
  nChanged 86
		SP:Iteration 52Q (104487.900000 sec): 3 clusters
  Score: Raw -3447884.276054 + Penalty 3428.175398 = -3444456.100656
  nChanged 70
		SP:Iteration 53Q (104488.250000 sec): 3 clusters
  Score: Raw -3447900.736927 + Penalty 3428.175398 = -3444472.561529
  nChanged 65
		SP:Iteration 54Q (104488.630000 sec): 3 clusters
  Score: Raw -3447914.652769 + Penalty 3428.175398 = -3444486.477371
  nChanged 62
		SP:Iteration 55Q (104489.030000 sec): 3 clusters
  Score: Raw -3447927.707917 + Penalty 3428.175398 = -3444499.532519
  nChanged 65
		SP:Iteration 56Q (104489.380000 sec): 3 clusters
  Score: Raw -3447941.141968 + Penalty 3428.175398 = -3444512.966570
  nChanged 49
		SP:Iteration 57Q (104489.790000 sec): 3 clusters
  Score: Raw -3447949.989960 + Penalty 3428.175398 = -3444521.814562
  nChanged 42
		SP:Iteration 58Q (104490.190000 sec): 3 clusters
  Score: Raw -3447956.256420 + Penalty 3428.175398 = -3444528.081022
  nChanged 37
		SP:Iteration 59Q (104490.540000 sec): 3 clusters
  Score: Raw -3447963.444552 + Penalty 3428.175398 = -3444535.269154
  nChanged 39
		SP:Iteration 60F (104490.950000 sec): 3 clusters
  Score: Raw -3447970.195404 + Penalty 3428.175398 = -3444542.020006
  nChanged 26
		SP:Iteration 61Q (104491.350000 sec): 3 clusters
  Score: Raw -3447974.775295 + Penalty 3428.175398 = -3444546.599897
  nChanged 29
		SP:Iteration 62Q (104491.700000 sec): 3 clusters
  Score: Raw -3447980.439807 + Penalty 3428.175398 = -3444552.264409
  nChanged 30
		SP:Iteration 63Q (104492.080000 sec): 3 clusters
  Score: Raw -3447985.304086 + Penalty 3428.175398 = -3444557.128688
  nChanged 19
		SP:Iteration 64Q (104492.480000 sec): 3 clusters
  Score: Raw -3447988.345201 + Penalty 3428.175398 = -3444560.169803
  nChanged 18
		SP:Iteration 65Q (104492.830000 sec): 3 clusters
  Score: Raw -3447991.425488 + Penalty 3428.175398 = -3444563.250090
  nChanged 11
		SP:Iteration 66Q (104493.230000 sec): 3 clusters
  Score: Raw -3447993.278981 + Penalty 3428.175398 = -3444565.103583
  nChanged 10
		SP:Iteration 67Q (104493.630000 sec): 3 clusters
  Score: Raw -3447994.585142 + Penalty 3428.175398 = -3444566.409744
  nChanged 8
		SP:Iteration 68Q (104493.980000 sec): 3 clusters
  Score: Raw -3447995.788268 + Penalty 3428.175398 = -3444567.612870
  nChanged 10
		SP:Iteration 69Q (104494.360000 sec): 3 clusters
  Score: Raw -3447997.413550 + Penalty 3428.175398 = -3444569.238152
  nChanged 11
		SP:Iteration 70Q (104494.700000 sec): 3 clusters
  Score: Raw -3447999.736965 + Penalty 3428.175398 = -3444571.561567
  nChanged 15
		SP:Iteration 71Q (104495.080000 sec): 3 clusters
  Score: Raw -3448002.340154 + Penalty 3428.175398 = -3444574.164756
  nChanged 9
		SP:Iteration 72Q (104495.490000 sec): 3 clusters
  Score: Raw -3448003.748260 + Penalty 3428.175398 = -3444575.572862
  nChanged 5
		SP:Iteration 73Q (104495.840000 sec): 3 clusters
  Score: Raw -3448004.433406 + Penalty 3428.175398 = -3444576.258008
  nChanged 5
		SP:Iteration 74Q (104496.240000 sec): 3 clusters
  Score: Raw -3448005.077444 + Penalty 3428.175398 = -3444576.902046
  nChanged 5
		SP:Iteration 75Q (104496.640000 sec): 3 clusters
  Score: Raw -3448005.661344 + Penalty 3428.175398 = -3444577.485946
  nChanged 3
		SP:Iteration 76Q (104496.980000 sec): 3 clusters
  Score: Raw -3448006.077409 + Penalty 3428.175398 = -3444577.902011
  nChanged 4
		SP:Iteration 77Q (104497.390000 sec): 3 clusters
  Score: Raw -3448006.671794 + Penalty 3428.175398 = -3444578.496396
  nChanged 4
		SP:Iteration 78Q (104497.790000 sec): 3 clusters
  Score: Raw -3448007.233069 + Penalty 3428.175398 = -3444579.057671
  nChanged 2
		SP:Iteration 79Q (104498.140000 sec): 3 clusters
  Score: Raw -3448007.440197 + Penalty 3428.175398 = -3444579.264799
  nChanged 1
		SP:Iteration 80F (104498.580000 sec): 3 clusters
  Score: Raw -3448007.552593 + Penalty 3428.175398 = -3444579.377195
  nChanged 2
		SP:Iteration 81Q (104498.950000 sec): 3 clusters
  Score: Raw -3448007.815217 + Penalty 3428.175398 = -3444579.639819
  nChanged 0
		SP:Iteration 82F (104499.340000 sec): 3 clusters
  Score: Raw -3448007.815217 + Penalty 3428.175398 = -3444579.639819
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 49 (1654 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (104499.390000 sec): 2 clusters
  Score: Raw -123464.513303 + Penalty 1204.279680 = -122260.233623
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (104499.440000 sec): 3 clusters
  Score: Raw -122901.102496 + Penalty 2408.559360 = -120492.543136
  nChanged 574
		SP:Iteration 1F (104499.480000 sec): 3 clusters
  Score: Raw -123590.383023 + Penalty 2408.559360 = -121181.823663
  nChanged 194
		SP:Iteration 2F (104499.510000 sec): 3 clusters
  Score: Raw -123887.349640 + Penalty 2408.559360 = -121478.790281
  nChanged 111
		SP:Iteration 3F (104499.540000 sec): 3 clusters
  Score: Raw -124010.419110 + Penalty 2408.559360 = -121601.859751
  nChanged 69
		SP:Iteration 4Q (104499.570000 sec): 3 clusters
  Score: Raw -124075.646464 + Penalty 2408.559360 = -121667.087105
  nChanged 41
		SP:Iteration 5Q (104499.600000 sec): 3 clusters
  Score: Raw -124115.274095 + Penalty 2408.559360 = -121706.714735
  nChanged 41
		SP:Iteration 6Q (104499.640000 sec): 3 clusters
  Score: Raw -124167.380470 + Penalty 2408.559360 = -121758.821110
  nChanged 34
		SP:Iteration 7Q (104499.670000 sec): 3 clusters
  Score: Raw -124205.467770 + Penalty 2408.559360 = -121796.908411
  nChanged 25
		SP:Iteration 8Q (104499.700000 sec): 3 clusters
  Score: Raw -124231.790528 + Penalty 2408.559360 = -121823.231169
  nChanged 21
		SP:Iteration 9Q (104499.730000 sec): 3 clusters
  Score: Raw -124260.264874 + Penalty 2408.559360 = -121851.705515
  nChanged 27
		SP:Iteration 10Q (104499.760000 sec): 3 clusters
  Score: Raw -124301.924100 + Penalty 2408.559360 = -121893.364741
  nChanged 38
		SP:Iteration 11Q (104499.790000 sec): 3 clusters
  Score: Raw -124369.217492 + Penalty 2408.559360 = -121960.658133
  nChanged 40
		SP:Iteration 12Q (104499.820000 sec): 3 clusters
  Score: Raw -124451.434022 + Penalty 2408.559360 = -122042.874662
  nChanged 34
		SP:Iteration 13Q (104499.850000 sec): 3 clusters
  Score: Raw -124526.941449 + Penalty 2408.559360 = -122118.382090
  nChanged 35
		SP:Iteration 14Q (104499.880000 sec): 3 clusters
  Score: Raw -124571.274128 + Penalty 2408.559360 = -122162.714769
  nChanged 9
		SP:Iteration 15Q (104499.910000 sec): 3 clusters
  Score: Raw -124581.113121 + Penalty 2408.559360 = -122172.553762
  nChanged 6
		SP:Iteration 16Q (104499.940000 sec): 3 clusters
  Score: Raw -124583.532631 + Penalty 2408.559360 = -122174.973271
  nChanged 0
		SP:Iteration 17F (104499.970000 sec): 3 clusters
  Score: Raw -124583.532631 + Penalty 2408.559360 = -122174.973271
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 50 (2425 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (104500.050000 sec): 2 clusters
  Score: Raw -191237.484786 + Penalty 1266.457856 = -189971.026931
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (104500.090000 sec): 3 clusters
  Score: Raw -190126.330372 + Penalty 2532.915711 = -187593.414661
  nChanged 877
		SP:Iteration 1F (104500.140000 sec): 3 clusters
  Score: Raw -190785.416042 + Penalty 2532.915711 = -188252.500331
  nChanged 237
		SP:Iteration 2F (104500.190000 sec): 3 clusters
  Score: Raw -191158.275002 + Penalty 2532.915711 = -188625.359291
  nChanged 246
		SP:Iteration 3F (104500.230000 sec): 3 clusters
  Score: Raw -191619.656657 + Penalty 2532.915711 = -189086.740946
  nChanged 212
		SP:Iteration 4F (104500.280000 sec): 3 clusters
  Score: Raw -191951.622348 + Penalty 2532.915711 = -189418.706637
  nChanged 145
		SP:Iteration 5F (104500.320000 sec): 3 clusters
  Score: Raw -192095.405659 + Penalty 2532.915711 = -189562.489948
  nChanged 82
		SP:Iteration 6Q (104500.370000 sec): 3 clusters
  Score: Raw -192163.711156 + Penalty 2532.915711 = -189630.795445
  nChanged 50
		SP:Iteration 7Q (104500.410000 sec): 3 clusters
  Score: Raw -192205.586969 + Penalty 2532.915711 = -189672.671258
  nChanged 47
		SP:Iteration 8Q (104500.460000 sec): 3 clusters
  Score: Raw -192235.162864 + Penalty 2532.915711 = -189702.247153
  nChanged 24
		SP:Iteration 9Q (104500.500000 sec): 3 clusters
  Score: Raw -192249.970593 + Penalty 2532.915711 = -189717.054882
  nChanged 16
		SP:Iteration 10Q (104500.550000 sec): 3 clusters
  Score: Raw -192261.408136 + Penalty 2532.915711 = -189728.492425
  nChanged 8
		SP:Iteration 11Q (104500.590000 sec): 3 clusters
  Score: Raw -192265.354792 + Penalty 2532.915711 = -189732.439080
  nChanged 5
		SP:Iteration 12Q (104500.640000 sec): 3 clusters
  Score: Raw -192266.994365 + Penalty 2532.915711 = -189734.078654
  nChanged 4
		SP:Iteration 13Q (104500.690000 sec): 3 clusters
  Score: Raw -192267.808834 + Penalty 2532.915711 = -189734.893123
  nChanged 2
		SP:Iteration 14Q (104500.730000 sec): 3 clusters
  Score: Raw -192268.549405 + Penalty 2532.915711 = -189735.633694
  nChanged 0
		SP:Iteration 15F (104500.780000 sec): 3 clusters
  Score: Raw -192268.549405 + Penalty 2532.915711 = -189735.633694
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 51 (3478 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (104500.850000 sec): 2 clusters
  Score: Raw -282615.405060 + Penalty 1325.059563 = -281290.345497
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (104500.910000 sec): 3 clusters
  Score: Raw -280953.890461 + Penalty 2650.119126 = -278303.771335
  nChanged 1365
		SP:Iteration 1F (104500.980000 sec): 3 clusters
  Score: Raw -281913.748469 + Penalty 2650.119126 = -279263.629343
  nChanged 319
		SP:Iteration 2F (104501.050000 sec): 3 clusters
  Score: Raw -282186.433608 + Penalty 2650.119126 = -279536.314482
  nChanged 232
		SP:Iteration 3F (104501.110000 sec): 3 clusters
  Score: Raw -282373.773126 + Penalty 2650.119126 = -279723.654000
  nChanged 191
		SP:Iteration 4F (104501.180000 sec): 3 clusters
  Score: Raw -282538.040680 + Penalty 2650.119126 = -279887.921554
  nChanged 151
		SP:Iteration 5Q (104501.250000 sec): 3 clusters
  Score: Raw -282652.346728 + Penalty 2650.119126 = -280002.227602
  nChanged 135
		SP:Iteration 6Q (104501.320000 sec): 3 clusters
  Score: Raw -282741.959942 + Penalty 2650.119126 = -280091.840816
  nChanged 98
		SP:Iteration 7Q (104501.380000 sec): 3 clusters
  Score: Raw -282802.910809 + Penalty 2650.119126 = -280152.791683
  nChanged 84
		SP:Iteration 8Q (104501.450000 sec): 3 clusters
  Score: Raw -282845.364645 + Penalty 2650.119126 = -280195.245519
  nChanged 69
		SP:Iteration 9Q (104501.510000 sec): 3 clusters
  Score: Raw -282878.886947 + Penalty 2650.119126 = -280228.767821
  nChanged 48
		SP:Iteration 10Q (104501.580000 sec): 3 clusters
  Score: Raw -282894.295471 + Penalty 2650.119126 = -280244.176345
  nChanged 29
		SP:Iteration 11Q (104501.650000 sec): 3 clusters
  Score: Raw -282904.837962 + Penalty 2650.119126 = -280254.718836
  nChanged 25
		SP:Iteration 12Q (104501.710000 sec): 3 clusters
  Score: Raw -282913.188531 + Penalty 2650.119126 = -280263.069405
  nChanged 30
		SP:Iteration 13Q (104501.780000 sec): 3 clusters
  Score: Raw -282923.347262 + Penalty 2650.119126 = -280273.228136
  nChanged 24
		SP:Iteration 14Q (104501.850000 sec): 3 clusters
  Score: Raw -282929.164940 + Penalty 2650.119126 = -280279.045814
  nChanged 14
		SP:Iteration 15Q (104501.910000 sec): 3 clusters
  Score: Raw -282932.429010 + Penalty 2650.119126 = -280282.309884
  nChanged 17
		SP:Iteration 16Q (104501.980000 sec): 3 clusters
  Score: Raw -282938.755974 + Penalty 2650.119126 = -280288.636848
  nChanged 15
		SP:Iteration 17Q (104502.040000 sec): 3 clusters
  Score: Raw -282942.545419 + Penalty 2650.119126 = -280292.426293
  nChanged 11
		SP:Iteration 18Q (104502.110000 sec): 3 clusters
  Score: Raw -282945.477693 + Penalty 2650.119126 = -280295.358567
  nChanged 7
		SP:Iteration 19Q (104502.170000 sec): 3 clusters
  Score: Raw -282947.334024 + Penalty 2650.119126 = -280297.214898
  nChanged 9
		SP:Iteration 20F (104502.240000 sec): 3 clusters
  Score: Raw -282949.064585 + Penalty 2650.119126 = -280298.945459
  nChanged 7
		SP:Iteration 21Q (104502.300000 sec): 3 clusters
  Score: Raw -282950.437298 + Penalty 2650.119126 = -280300.318172
  nChanged 8
		SP:Iteration 22Q (104502.370000 sec): 3 clusters
  Score: Raw -282952.509966 + Penalty 2650.119126 = -280302.390840
  nChanged 10
		SP:Iteration 23Q (104502.430000 sec): 3 clusters
  Score: Raw -282955.442117 + Penalty 2650.119126 = -280305.322991
  nChanged 9
		SP:Iteration 24Q (104502.500000 sec): 3 clusters
  Score: Raw -282958.268766 + Penalty 2650.119126 = -280308.149640
  nChanged 5
		SP:Iteration 25Q (104502.570000 sec): 3 clusters
  Score: Raw -282960.169084 + Penalty 2650.119126 = -280310.049959
  nChanged 6
		SP:Iteration 26Q (104502.630000 sec): 3 clusters
  Score: Raw -282961.657034 + Penalty 2650.119126 = -280311.537908
  nChanged 4
		SP:Iteration 27Q (104502.690000 sec): 3 clusters
  Score: Raw -282963.472765 + Penalty 2650.119126 = -280313.353639
  nChanged 7
		SP:Iteration 28Q (104502.760000 sec): 3 clusters
  Score: Raw -282965.909515 + Penalty 2650.119126 = -280315.790389
  nChanged 5
		SP:Iteration 29Q (104502.830000 sec): 3 clusters
  Score: Raw -282970.625230 + Penalty 2650.119126 = -280320.506104
  nChanged 7
		SP:Iteration 30Q (104502.890000 sec): 3 clusters
  Score: Raw -282974.168136 + Penalty 2650.119126 = -280324.049010
  nChanged 9
		SP:Iteration 31Q (104502.960000 sec): 3 clusters
  Score: Raw -282979.870029 + Penalty 2650.119126 = -280329.750903
  nChanged 15
		SP:Iteration 32Q (104503.020000 sec): 3 clusters
  Score: Raw -282986.903634 + Penalty 2650.119126 = -280336.784508
  nChanged 15
		SP:Iteration 33Q (104503.090000 sec): 3 clusters
  Score: Raw -282992.480229 + Penalty 2650.119126 = -280342.361103
  nChanged 13
		SP:Iteration 34Q (104503.150000 sec): 3 clusters
  Score: Raw -282996.980986 + Penalty 2650.119126 = -280346.861860
  nChanged 10
		SP:Iteration 35Q (104503.220000 sec): 3 clusters
  Score: Raw -283000.272208 + Penalty 2650.119126 = -280350.153082
  nChanged 13
		SP:Iteration 36Q (104503.280000 sec): 3 clusters
  Score: Raw -283004.316939 + Penalty 2650.119126 = -280354.197813
  nChanged 8
		SP:Iteration 37Q (104503.350000 sec): 3 clusters
  Score: Raw -283006.289135 + Penalty 2650.119126 = -280356.170009
  nChanged 5
		SP:Iteration 38Q (104503.420000 sec): 3 clusters
  Score: Raw -283007.535516 + Penalty 2650.119126 = -280357.416390
  nChanged 3
		SP:Iteration 39Q (104503.480000 sec): 3 clusters
  Score: Raw -283007.955736 + Penalty 2650.119126 = -280357.836610
  nChanged 1
		SP:Iteration 40F (104503.540000 sec): 3 clusters
  Score: Raw -283008.154604 + Penalty 2650.119126 = -280358.035478
  nChanged 2
		SP:Iteration 41Q (104503.610000 sec): 3 clusters
  Score: Raw -283009.469567 + Penalty 2650.119126 = -280359.350441
  nChanged 2
		SP:Iteration 42Q (104503.680000 sec): 3 clusters
  Score: Raw -283010.016284 + Penalty 2650.119126 = -280359.897158
  nChanged 1
		SP:Iteration 43Q (104503.740000 sec): 3 clusters
  Score: Raw -283010.135758 + Penalty 2650.119126 = -280360.016632
  nChanged 0
		SP:Iteration 44F (104503.810000 sec): 3 clusters
  Score: Raw -283010.135758 + Penalty 2650.119126 = -280360.016632
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 52 (6120 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (104503.890000 sec): 2 clusters
  Score: Raw -570222.981993 + Penalty 1416.889074 = -568806.092919
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (104504.010000 sec): 3 clusters
  Score: Raw -566925.327292 + Penalty 2833.778147 = -564091.549145
  nChanged 2534
		SP:Iteration 1F (104504.110000 sec): 3 clusters
  Score: Raw -568210.602617 + Penalty 2833.778147 = -565376.824470
  nChanged 422
		SP:Iteration 2F (104504.220000 sec): 3 clusters
  Score: Raw -568408.138714 + Penalty 2833.778147 = -565574.360567
  nChanged 303
		SP:Iteration 3Q (104504.320000 sec): 3 clusters
  Score: Raw -568541.344807 + Penalty 2833.778147 = -565707.566660
  nChanged 231
		SP:Iteration 4Q (104504.430000 sec): 3 clusters
  Score: Raw -568637.147606 + Penalty 2833.778147 = -565803.369459
  nChanged 216
		SP:Iteration 5Q (104504.540000 sec): 3 clusters
  Score: Raw -568720.993359 + Penalty 2833.778147 = -565887.215212
  nChanged 189
		SP:Iteration 6Q (104504.640000 sec): 3 clusters
  Score: Raw -568795.326143 + Penalty 2833.778147 = -565961.547995
  nChanged 185
		SP:Iteration 7Q (104504.750000 sec): 3 clusters
  Score: Raw -568878.830211 + Penalty 2833.778147 = -566045.052064
  nChanged 188
		SP:Iteration 8Q (104504.860000 sec): 3 clusters
  Score: Raw -568979.669440 + Penalty 2833.778147 = -566145.891293
  nChanged 209
		SP:Iteration 9Q (104504.960000 sec): 3 clusters
  Score: Raw -569087.571250 + Penalty 2833.778147 = -566253.793103
  nChanged 213
		SP:Iteration 10Q (104505.070000 sec): 3 clusters
  Score: Raw -569199.722705 + Penalty 2833.778147 = -566365.944558
  nChanged 208
		SP:Iteration 11Q (104505.180000 sec): 3 clusters
  Score: Raw -569314.741566 + Penalty 2833.778147 = -566480.963419
  nChanged 205
		SP:Iteration 12Q (104505.280000 sec): 3 clusters
  Score: Raw -569433.190353 + Penalty 2833.778147 = -566599.412206
  nChanged 197
		SP:Iteration 13Q (104505.390000 sec): 3 clusters
  Score: Raw -569548.146272 + Penalty 2833.778147 = -566714.368124
  nChanged 210
		SP:Iteration 14Q (104505.490000 sec): 3 clusters
  Score: Raw -569670.509675 + Penalty 2833.778147 = -566836.731527
  nChanged 199
		SP:Iteration 15Q (104505.600000 sec): 3 clusters
  Score: Raw -569771.980387 + Penalty 2833.778147 = -566938.202240
  nChanged 176
		SP:Iteration 16Q (104505.700000 sec): 3 clusters
  Score: Raw -569863.071434 + Penalty 2833.778147 = -567029.293287
  nChanged 153
		SP:Iteration 17Q (104505.810000 sec): 3 clusters
  Score: Raw -569953.238005 + Penalty 2833.778147 = -567119.459858
  nChanged 158
		SP:Iteration 18Q (104505.910000 sec): 3 clusters
  Score: Raw -570045.249363 + Penalty 2833.778147 = -567211.471216
  nChanged 155
		SP:Iteration 19Q (104506.020000 sec): 3 clusters
  Score: Raw -570140.908652 + Penalty 2833.778147 = -567307.130505
  nChanged 141
		SP:Iteration 20F (104506.120000 sec): 3 clusters
  Score: Raw -570239.925752 + Penalty 2833.778147 = -567406.147605
  nChanged 144
		SP:Iteration 21Q (104506.220000 sec): 3 clusters
  Score: Raw -570340.160745 + Penalty 2833.778147 = -567506.382598
  nChanged 114
		SP:Iteration 22Q (104506.330000 sec): 3 clusters
  Score: Raw -570411.502425 + Penalty 2833.778147 = -567577.724278
  nChanged 112
		SP:Iteration 23Q (104506.430000 sec): 3 clusters
  Score: Raw -570496.630554 + Penalty 2833.778147 = -567662.852407
  nChanged 111
		SP:Iteration 24Q (104506.530000 sec): 3 clusters
  Score: Raw -570563.005705 + Penalty 2833.778147 = -567729.227557
  nChanged 91
		SP:Iteration 25Q (104506.630000 sec): 3 clusters
  Score: Raw -570620.543503 + Penalty 2833.778147 = -567786.765356
  nChanged 74
		SP:Iteration 26Q (104506.740000 sec): 3 clusters
  Score: Raw -570685.123703 + Penalty 2833.778147 = -567851.345556
  nChanged 75
		SP:Iteration 27Q (104506.840000 sec): 3 clusters
  Score: Raw -570739.214861 + Penalty 2833.778147 = -567905.436714
  nChanged 64
		SP:Iteration 28Q (104506.940000 sec): 3 clusters
  Score: Raw -570776.354182 + Penalty 2833.778147 = -567942.576035
  nChanged 54
		SP:Iteration 29Q (104507.040000 sec): 3 clusters
  Score: Raw -570803.926355 + Penalty 2833.778147 = -567970.148208
  nChanged 34
		SP:Iteration 30Q (104507.140000 sec): 3 clusters
  Score: Raw -570817.532207 + Penalty 2833.778147 = -567983.754059
  nChanged 24
		SP:Iteration 31Q (104507.240000 sec): 3 clusters
  Score: Raw -570826.546847 + Penalty 2833.778147 = -567992.768700
  nChanged 20
		SP:Iteration 32Q (104507.340000 sec): 3 clusters
  Score: Raw -570833.458331 + Penalty 2833.778147 = -567999.680183
  nChanged 16
		SP:Iteration 33Q (104507.430000 sec): 3 clusters
  Score: Raw -570839.066012 + Penalty 2833.778147 = -568005.287865
  nChanged 16
		SP:Iteration 34Q (104507.530000 sec): 3 clusters
  Score: Raw -570843.781876 + Penalty 2833.778147 = -568010.003729
  nChanged 14
		SP:Iteration 35Q (104507.630000 sec): 3 clusters
  Score: Raw -570846.727865 + Penalty 2833.778147 = -568012.949718
  nChanged 8
		SP:Iteration 36Q (104507.730000 sec): 3 clusters
  Score: Raw -570848.884562 + Penalty 2833.778147 = -568015.106415
  nChanged 6
		SP:Iteration 37Q (104507.830000 sec): 3 clusters
  Score: Raw -570850.014972 + Penalty 2833.778147 = -568016.236824
  nChanged 3
		SP:Iteration 38Q (104507.930000 sec): 3 clusters
  Score: Raw -570850.492100 + Penalty 2833.778147 = -568016.713953
  nChanged 2
		SP:Iteration 39Q (104508.020000 sec): 3 clusters
  Score: Raw -570850.950482 + Penalty 2833.778147 = -568017.172335
  nChanged 1
		SP:Iteration 40F (104508.130000 sec): 3 clusters
  Score: Raw -570851.127026 + Penalty 2833.778147 = -568017.348879
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 53 (7455 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (104508.210000 sec): 2 clusters
  Score: Raw -744890.939323 + Penalty 1448.954037 = -743441.985286
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (104508.380000 sec): 3 clusters
  Score: Raw -740746.653436 + Penalty 2897.908074 = -737848.745362
  nChanged 3160
		SP:Iteration 1F (104508.490000 sec): 3 clusters
  Score: Raw -742343.917456 + Penalty 2897.908074 = -739446.009382
  nChanged 435
		SP:Iteration 2F (104508.610000 sec): 3 clusters
  Score: Raw -742535.177917 + Penalty 2897.908074 = -739637.269843
  nChanged 347
		SP:Iteration 3Q (104508.730000 sec): 3 clusters
  Score: Raw -742693.447456 + Penalty 2897.908074 = -739795.539382
  nChanged 322
		SP:Iteration 4Q (104508.840000 sec): 3 clusters
  Score: Raw -742851.974529 + Penalty 2897.908074 = -739954.066455
  nChanged 322
		SP:Iteration 5Q (104508.960000 sec): 3 clusters
  Score: Raw -743026.658143 + Penalty 2897.908074 = -740128.750069
  nChanged 347
		SP:Iteration 6Q (104509.080000 sec): 3 clusters
  Score: Raw -743251.410174 + Penalty 2897.908074 = -740353.502100
  nChanged 363
		SP:Iteration 7Q (104509.200000 sec): 3 clusters
  Score: Raw -743502.860272 + Penalty 2897.908074 = -740604.952199
  nChanged 360
		SP:Iteration 8Q (104509.310000 sec): 3 clusters
  Score: Raw -743779.019137 + Penalty 2897.908074 = -740881.111063
  nChanged 333
		SP:Iteration 9Q (104509.430000 sec): 3 clusters
  Score: Raw -744032.476543 + Penalty 2897.908074 = -741134.568469
  nChanged 275
		SP:Iteration 10Q (104509.550000 sec): 3 clusters
  Score: Raw -744250.672488 + Penalty 2897.908074 = -741352.764415
  nChanged 259
		SP:Iteration 11Q (104509.660000 sec): 3 clusters
  Score: Raw -744467.378112 + Penalty 2897.908074 = -741569.470038
  nChanged 188
		SP:Iteration 12Q (104509.770000 sec): 3 clusters
  Score: Raw -744629.054993 + Penalty 2897.908074 = -741731.146919
  nChanged 136
		SP:Iteration 13Q (104509.890000 sec): 3 clusters
  Score: Raw -744746.902122 + Penalty 2897.908074 = -741848.994048
  nChanged 104
		SP:Iteration 14Q (104510.010000 sec): 3 clusters
  Score: Raw -744844.829829 + Penalty 2897.908074 = -741946.921756
  nChanged 62
		SP:Iteration 15Q (104510.130000 sec): 3 clusters
  Score: Raw -744904.888564 + Penalty 2897.908074 = -742006.980490
  nChanged 38
		SP:Iteration 16Q (104510.250000 sec): 3 clusters
  Score: Raw -744937.316531 + Penalty 2897.908074 = -742039.408457
  nChanged 25
		SP:Iteration 17Q (104510.370000 sec): 3 clusters
  Score: Raw -744967.625677 + Penalty 2897.908074 = -742069.717603
  nChanged 18
		SP:Iteration 18Q (104510.490000 sec): 3 clusters
  Score: Raw -744988.998309 + Penalty 2897.908074 = -742091.090235
  nChanged 17
		SP:Iteration 19Q (104510.640000 sec): 3 clusters
  Score: Raw -745012.099048 + Penalty 2897.908074 = -742114.190974
  nChanged 13
		SP:Iteration 20F (104510.770000 sec): 3 clusters
  Score: Raw -745023.492635 + Penalty 2897.908074 = -742125.584561
  nChanged 4
		SP:Iteration 21Q (104510.890000 sec): 3 clusters
  Score: Raw -745029.226412 + Penalty 2897.908074 = -742131.318338
  nChanged 2
		SP:Iteration 22Q (104511.010000 sec): 3 clusters
  Score: Raw -745030.855476 + Penalty 2897.908074 = -742132.947402
  nChanged 1
		SP:Iteration 23Q (104511.130000 sec): 3 clusters
  Score: Raw -745031.735876 + Penalty 2897.908074 = -742133.827803
  nChanged 1
		SP:Iteration 24Q (104511.240000 sec): 3 clusters
  Score: Raw -745032.401490 + Penalty 2897.908074 = -742134.493416
  nChanged 2
		SP:Iteration 25Q (104511.360000 sec): 3 clusters
  Score: Raw -745035.437716 + Penalty 2897.908074 = -742137.529642
  nChanged 2
		SP:Iteration 26Q (104511.480000 sec): 3 clusters
  Score: Raw -745039.090704 + Penalty 2897.908074 = -742141.182630
  nChanged 2
		SP:Iteration 27Q (104511.590000 sec): 3 clusters
  Score: Raw -745040.891110 + Penalty 2897.908074 = -742142.983037
  nChanged 2
		SP:Iteration 28Q (104511.710000 sec): 3 clusters
  Score: Raw -745043.042940 + Penalty 2897.908074 = -742145.134866
  nChanged 2
		SP:Iteration 29Q (104511.830000 sec): 3 clusters
  Score: Raw -745045.084038 + Penalty 2897.908074 = -742147.175964
  nChanged 5
		SP:Iteration 30Q (104511.950000 sec): 3 clusters
  Score: Raw -745051.516751 + Penalty 2897.908074 = -742153.608678
  nChanged 3
		SP:Iteration 31Q (104512.060000 sec): 3 clusters
  Score: Raw -745055.334327 + Penalty 2897.908074 = -742157.426253
  nChanged 3
		SP:Iteration 32Q (104512.180000 sec): 3 clusters
  Score: Raw -745058.897513 + Penalty 2897.908074 = -742160.989439
  nChanged 2
		SP:Iteration 33Q (104512.300000 sec): 3 clusters
  Score: Raw -745061.476484 + Penalty 2897.908074 = -742163.568410
  nChanged 2
		SP:Iteration 34Q (104512.410000 sec): 3 clusters
  Score: Raw -745063.936494 + Penalty 2897.908074 = -742166.028420
  nChanged 2
		SP:Iteration 35Q (104512.530000 sec): 3 clusters
  Score: Raw -745065.815714 + Penalty 2897.908074 = -742167.907640
  nChanged 1
		SP:Iteration 36Q (104512.650000 sec): 3 clusters
  Score: Raw -745066.732675 + Penalty 2897.908074 = -742168.824601
  nChanged 2
		SP:Iteration 37Q (104512.760000 sec): 3 clusters
  Score: Raw -745069.646490 + Penalty 2897.908074 = -742171.738416
  nChanged 4
		SP:Iteration 38Q (104512.880000 sec): 3 clusters
  Score: Raw -745075.686999 + Penalty 2897.908074 = -742177.778925
  nChanged 4
		SP:Iteration 39Q (104512.990000 sec): 3 clusters
  Score: Raw -745080.697005 + Penalty 2897.908074 = -742182.788931
  nChanged 1
		SP:Iteration 40F (104513.120000 sec): 3 clusters
  Score: Raw -745081.518390 + Penalty 2897.908074 = -742183.610316
  nChanged 1
		SP:Iteration 41Q (104513.240000 sec): 3 clusters
  Score: Raw -745082.530832 + Penalty 2897.908074 = -742184.622758
  nChanged 0
		SP:Iteration 42F (104513.370000 sec): 3 clusters
  Score: Raw -745082.530832 + Penalty 2897.908074 = -742184.622758
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 54 (13666 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (104513.550000 sec): 2 clusters
  Score: Raw -1180643.611545 + Penalty 1547.433270 = -1179096.178275
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (104513.780000 sec): 3 clusters
  Score: Raw -1172542.471952 + Penalty 3094.866539 = -1169447.605412
  nChanged 6083
		SP:Iteration 1F (104513.960000 sec): 3 clusters
  Score: Raw -1175957.196390 + Penalty 3094.866539 = -1172862.329851
  nChanged 896
		SP:Iteration 2F (104514.150000 sec): 3 clusters
  Score: Raw -1176388.584940 + Penalty 3094.866539 = -1173293.718400
  nChanged 798
		SP:Iteration 3F (104514.350000 sec): 3 clusters
  Score: Raw -1176741.713695 + Penalty 3094.866539 = -1173646.847155
  nChanged 649
		SP:Iteration 4Q (104514.550000 sec): 3 clusters
  Score: Raw -1177033.626822 + Penalty 3094.866539 = -1173938.760283
  nChanged 598
		SP:Iteration 5Q (104514.770000 sec): 3 clusters
  Score: Raw -1177338.507550 + Penalty 3094.866539 = -1174243.641011
  nChanged 631
		SP:Iteration 6Q (104514.970000 sec): 3 clusters
  Score: Raw -1177660.209592 + Penalty 3094.866539 = -1174565.343052
  nChanged 643
		SP:Iteration 7Q (104515.170000 sec): 3 clusters
  Score: Raw -1178055.007260 + Penalty 3094.866539 = -1174960.140720
  nChanged 675
		SP:Iteration 8Q (104515.400000 sec): 3 clusters
  Score: Raw -1178525.608508 + Penalty 3094.866539 = -1175430.741969
  nChanged 748
		SP:Iteration 9F (104515.590000 sec): 3 clusters
  Score: Raw -1179079.048285 + Penalty 3094.866539 = -1175984.181745
  nChanged 676
		SP:Iteration 10Q (104515.820000 sec): 3 clusters
  Score: Raw -1179588.392216 + Penalty 3094.866539 = -1176493.525677
  nChanged 578
		SP:Iteration 11Q (104516.010000 sec): 3 clusters
  Score: Raw -1180009.059862 + Penalty 3094.866539 = -1176914.193322
  nChanged 481
		SP:Iteration 12Q (104516.230000 sec): 3 clusters
  Score: Raw -1180328.141906 + Penalty 3094.866539 = -1177233.275367
  nChanged 369
		SP:Iteration 13Q (104516.470000 sec): 3 clusters
  Score: Raw -1180539.980984 + Penalty 3094.866539 = -1177445.114444
  nChanged 286
		SP:Iteration 14Q (104516.650000 sec): 3 clusters
  Score: Raw -1180688.101184 + Penalty 3094.866539 = -1177593.234644
  nChanged 211
		SP:Iteration 15Q (104516.880000 sec): 3 clusters
  Score: Raw -1180778.496415 + Penalty 3094.866539 = -1177683.629875
  nChanged 157
		SP:Iteration 16Q (104517.060000 sec): 3 clusters
  Score: Raw -1180836.384253 + Penalty 3094.866539 = -1177741.517713
  nChanged 131
		SP:Iteration 17Q (104517.250000 sec): 3 clusters
  Score: Raw -1180880.188547 + Penalty 3094.866539 = -1177785.322008
  nChanged 122
		SP:Iteration 18Q (104517.440000 sec): 3 clusters
  Score: Raw -1180922.445388 + Penalty 3094.866539 = -1177827.578848
  nChanged 106
		SP:Iteration 19Q (104517.640000 sec): 3 clusters
  Score: Raw -1180958.493206 + Penalty 3094.866539 = -1177863.626667
  nChanged 93
		SP:Iteration 20F (104517.830000 sec): 3 clusters
  Score: Raw -1180990.434795 + Penalty 3094.866539 = -1177895.568255
  nChanged 102
		SP:Iteration 21Q (104518.050000 sec): 3 clusters
  Score: Raw -1181022.185273 + Penalty 3094.866539 = -1177927.318733
  nChanged 86
		SP:Iteration 22Q (104518.230000 sec): 3 clusters
  Score: Raw -1181048.270517 + Penalty 3094.866539 = -1177953.403977
  nChanged 77
		SP:Iteration 23Q (104518.420000 sec): 3 clusters
  Score: Raw -1181075.292743 + Penalty 3094.866539 = -1177980.426204
  nChanged 77
		SP:Iteration 24Q (104518.600000 sec): 3 clusters
  Score: Raw -1181097.088726 + Penalty 3094.866539 = -1178002.222186
  nChanged 61
		SP:Iteration 25Q (104518.810000 sec): 3 clusters
  Score: Raw -1181113.509678 + Penalty 3094.866539 = -1178018.643138
  nChanged 47
		SP:Iteration 26Q (104518.980000 sec): 3 clusters
  Score: Raw -1181125.565727 + Penalty 3094.866539 = -1178030.699187
  nChanged 43
		SP:Iteration 27Q (104519.170000 sec): 3 clusters
  Score: Raw -1181134.715462 + Penalty 3094.866539 = -1178039.848923
  nChanged 39
		SP:Iteration 28Q (104519.350000 sec): 3 clusters
  Score: Raw -1181142.006031 + Penalty 3094.866539 = -1178047.139492
  nChanged 26
		SP:Iteration 29Q (104519.560000 sec): 3 clusters
  Score: Raw -1181147.919714 + Penalty 3094.866539 = -1178053.053175
  nChanged 29
		SP:Iteration 30Q (104519.730000 sec): 3 clusters
  Score: Raw -1181155.223779 + Penalty 3094.866539 = -1178060.357239
  nChanged 30
		SP:Iteration 31Q (104519.920000 sec): 3 clusters
  Score: Raw -1181161.091158 + Penalty 3094.866539 = -1178066.224618
  nChanged 17
		SP:Iteration 32Q (104520.100000 sec): 3 clusters
  Score: Raw -1181165.115045 + Penalty 3094.866539 = -1178070.248506
  nChanged 16
		SP:Iteration 33Q (104520.310000 sec): 3 clusters
  Score: Raw -1181168.892357 + Penalty 3094.866539 = -1178074.025817
  nChanged 16
		SP:Iteration 34Q (104520.530000 sec): 3 clusters
  Score: Raw -1181172.043813 + Penalty 3094.866539 = -1178077.177274
  nChanged 18
		SP:Iteration 35Q (104520.710000 sec): 3 clusters
  Score: Raw -1181175.519777 + Penalty 3094.866539 = -1178080.653237
  nChanged 19
		SP:Iteration 36Q (104520.890000 sec): 3 clusters
  Score: Raw -1181179.280374 + Penalty 3094.866539 = -1178084.413835
  nChanged 16
		SP:Iteration 37Q (104521.070000 sec): 3 clusters
  Score: Raw -1181182.243434 + Penalty 3094.866539 = -1178087.376895
  nChanged 9
		SP:Iteration 38Q (104521.280000 sec): 3 clusters
  Score: Raw -1181183.364306 + Penalty 3094.866539 = -1178088.497766
  nChanged 8
		SP:Iteration 39Q (104521.470000 sec): 3 clusters
  Score: Raw -1181184.504530 + Penalty 3094.866539 = -1178089.637991
  nChanged 6
		SP:Iteration 40F (104521.660000 sec): 3 clusters
  Score: Raw -1181185.623592 + Penalty 3094.866539 = -1178090.757052
  nChanged 4
		SP:Iteration 41Q (104521.840000 sec): 3 clusters
  Score: Raw -1181186.124218 + Penalty 3094.866539 = -1178091.257679
  nChanged 3
		SP:Iteration 42Q (104522.050000 sec): 3 clusters
  Score: Raw -1181186.639944 + Penalty 3094.866539 = -1178091.773404
  nChanged 2
		SP:Iteration 43Q (104522.220000 sec): 3 clusters
  Score: Raw -1181186.957439 + Penalty 3094.866539 = -1178092.090899
  nChanged 6
		SP:Iteration 44Q (104522.430000 sec): 3 clusters
  Score: Raw -1181188.961417 + Penalty 3094.866539 = -1178094.094877
  nChanged 6
		SP:Iteration 45Q (104522.620000 sec): 3 clusters
  Score: Raw -1181189.925686 + Penalty 3094.866539 = -1178095.059147
  nChanged 5
		SP:Iteration 46Q (104522.800000 sec): 3 clusters
  Score: Raw -1181190.765359 + Penalty 3094.866539 = -1178095.898819
  nChanged 4
		SP:Iteration 47Q (104523.010000 sec): 3 clusters
  Score: Raw -1181191.453545 + Penalty 3094.866539 = -1178096.587006
  nChanged 5
		SP:Iteration 48Q (104523.180000 sec): 3 clusters
  Score: Raw -1181192.919500 + Penalty 3094.866539 = -1178098.052960
  nChanged 4
		SP:Iteration 49Q (104523.360000 sec): 3 clusters
  Score: Raw -1181193.328652 + Penalty 3094.866539 = -1178098.462113
  nChanged 2
		SP:Iteration 50Q (104523.550000 sec): 3 clusters
  Score: Raw -1181193.569662 + Penalty 3094.866539 = -1178098.703123
  nChanged 3
		SP:Iteration 51Q (104523.760000 sec): 3 clusters
  Score: Raw -1181194.448684 + Penalty 3094.866539 = -1178099.582145
  nChanged 6
		SP:Iteration 52Q (104523.980000 sec): 3 clusters
  Score: Raw -1181195.487744 + Penalty 3094.866539 = -1178100.621205
  nChanged 3
		SP:Iteration 53Q (104524.150000 sec): 3 clusters
  Score: Raw -1181196.068472 + Penalty 3094.866539 = -1178101.201933
  nChanged 5
		SP:Iteration 54Q (104524.340000 sec): 3 clusters
  Score: Raw -1181196.916017 + Penalty 3094.866539 = -1178102.049478
  nChanged 1
		SP:Iteration 55Q (104524.520000 sec): 3 clusters
  Score: Raw -1181197.372175 + Penalty 3094.866539 = -1178102.505635
  nChanged 3
		SP:Iteration 56Q (104524.730000 sec): 3 clusters
  Score: Raw -1181197.817529 + Penalty 3094.866539 = -1178102.950989
  nChanged 5
		SP:Iteration 57Q (104524.950000 sec): 3 clusters
  Score: Raw -1181198.713767 + Penalty 3094.866539 = -1178103.847227
  nChanged 2
		SP:Iteration 58Q (104525.120000 sec): 3 clusters
  Score: Raw -1181199.062993 + Penalty 3094.866539 = -1178104.196454
  nChanged 1
		SP:Iteration 59Q (104525.310000 sec): 3 clusters
  Score: Raw -1181199.315077 + Penalty 3094.866539 = -1178104.448537
  nChanged 3
		SP:Iteration 60F (104525.500000 sec): 3 clusters
  Score: Raw -1181199.647933 + Penalty 3094.866539 = -1178104.781394
  nChanged 1
		SP:Iteration 61Q (104525.700000 sec): 3 clusters
  Score: Raw -1181199.848636 + Penalty 3094.866539 = -1178104.982097
  nChanged 3
		SP:Iteration 62Q (104525.880000 sec): 3 clusters
  Score: Raw -1181200.175184 + Penalty 3094.866539 = -1178105.308645
  nChanged 3
		SP:Iteration 63Q (104526.060000 sec): 3 clusters
  Score: Raw -1181200.579161 + Penalty 3094.866539 = -1178105.712621
  nChanged 2
		SP:Iteration 64Q (104526.240000 sec): 3 clusters
  Score: Raw -1181200.844709 + Penalty 3094.866539 = -1178105.978170
  nChanged 0
		SP:Iteration 65F (104526.460000 sec): 3 clusters
  Score: Raw -1181200.844709 + Penalty 3094.866539 = -1178105.978170
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 55 (1552 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (104526.520000 sec): 2 clusters
  Score: Raw -123383.035006 + Penalty 1193.936201 = -122189.098805
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (104526.550000 sec): 3 clusters
  Score: Raw -122771.681824 + Penalty 2387.872403 = -120383.809421
  nChanged 537
		SP:Iteration 1F (104526.580000 sec): 3 clusters
  Score: Raw -123243.734667 + Penalty 2387.872403 = -120855.862264
  nChanged 153
		SP:Iteration 2F (104526.610000 sec): 3 clusters
  Score: Raw -123439.211369 + Penalty 2387.872403 = -121051.338966
  nChanged 95
		SP:Iteration 3F (104526.640000 sec): 3 clusters
  Score: Raw -123537.096622 + Penalty 2387.872403 = -121149.224219
  nChanged 57
		SP:Iteration 4Q (104526.670000 sec): 3 clusters
  Score: Raw -123595.532652 + Penalty 2387.872403 = -121207.660249
  nChanged 51
		SP:Iteration 5Q (104526.700000 sec): 3 clusters
  Score: Raw -123660.595080 + Penalty 2387.872403 = -121272.722677
  nChanged 50
		SP:Iteration 6Q (104526.730000 sec): 3 clusters
  Score: Raw -123727.199522 + Penalty 2387.872403 = -121339.327119
  nChanged 53
		SP:Iteration 7Q (104526.760000 sec): 3 clusters
  Score: Raw -123798.692184 + Penalty 2387.872403 = -121410.819781
  nChanged 55
		SP:Iteration 8Q (104526.790000 sec): 3 clusters
  Score: Raw -123861.957785 + Penalty 2387.872403 = -121474.085382
  nChanged 43
		SP:Iteration 9Q (104526.820000 sec): 3 clusters
  Score: Raw -123909.174440 + Penalty 2387.872403 = -121521.302038
  nChanged 37
		SP:Iteration 10Q (104526.840000 sec): 3 clusters
  Score: Raw -123944.162421 + Penalty 2387.872403 = -121556.290018
  nChanged 26
		SP:Iteration 11Q (104526.880000 sec): 3 clusters
  Score: Raw -123971.096837 + Penalty 2387.872403 = -121583.224435
  nChanged 26
		SP:Iteration 12Q (104526.900000 sec): 3 clusters
  Score: Raw -123996.069100 + Penalty 2387.872403 = -121608.196697
  nChanged 18
		SP:Iteration 13Q (104526.930000 sec): 3 clusters
  Score: Raw -124015.700170 + Penalty 2387.872403 = -121627.827767
  nChanged 16
		SP:Iteration 14Q (104526.960000 sec): 3 clusters
  Score: Raw -124030.941125 + Penalty 2387.872403 = -121643.068722
  nChanged 12
		SP:Iteration 15Q (104526.990000 sec): 3 clusters
  Score: Raw -124039.994757 + Penalty 2387.872403 = -121652.122354
  nChanged 13
		SP:Iteration 16Q (104527.020000 sec): 3 clusters
  Score: Raw -124060.350813 + Penalty 2387.872403 = -121672.478410
  nChanged 19
		SP:Iteration 17Q (104527.050000 sec): 3 clusters
  Score: Raw -124084.116266 + Penalty 2387.872403 = -121696.243863
  nChanged 24
		SP:Iteration 18Q (104527.080000 sec): 3 clusters
  Score: Raw -124118.995058 + Penalty 2387.872403 = -121731.122656
  nChanged 24
		SP:Iteration 19Q (104527.100000 sec): 3 clusters
  Score: Raw -124147.694281 + Penalty 2387.872403 = -121759.821878
  nChanged 21
		SP:Iteration 20F (104527.130000 sec): 3 clusters
  Score: Raw -124178.012245 + Penalty 2387.872403 = -121790.139842
  nChanged 23
		SP:Iteration 21Q (104527.160000 sec): 3 clusters
  Score: Raw -124200.918162 + Penalty 2387.872403 = -121813.045759
  nChanged 14
		SP:Iteration 22Q (104527.190000 sec): 3 clusters
  Score: Raw -124211.481092 + Penalty 2387.872403 = -121823.608689
  nChanged 6
		SP:Iteration 23Q (104527.220000 sec): 3 clusters
  Score: Raw -124216.082670 + Penalty 2387.872403 = -121828.210267
  nChanged 6
		SP:Iteration 24Q (104527.250000 sec): 3 clusters
  Score: Raw -124220.636937 + Penalty 2387.872403 = -121832.764534
  nChanged 2
		SP:Iteration 25Q (104527.280000 sec): 3 clusters
  Score: Raw -124222.428290 + Penalty 2387.872403 = -121834.555887
  nChanged 5
		SP:Iteration 26Q (104527.300000 sec): 3 clusters
  Score: Raw -124224.674730 + Penalty 2387.872403 = -121836.802327
  nChanged 2
		SP:Iteration 27Q (104527.330000 sec): 3 clusters
  Score: Raw -124226.430354 + Penalty 2387.872403 = -121838.557951
  nChanged 2
		SP:Iteration 28Q (104527.360000 sec): 3 clusters
  Score: Raw -124228.080330 + Penalty 2387.872403 = -121840.207927
  nChanged 2
		SP:Iteration 29Q (104527.390000 sec): 3 clusters
  Score: Raw -124230.274979 + Penalty 2387.872403 = -121842.402576
  nChanged 4
		SP:Iteration 30Q (104527.420000 sec): 3 clusters
  Score: Raw -124232.926923 + Penalty 2387.872403 = -121845.054520
  nChanged 4
		SP:Iteration 31Q (104527.440000 sec): 3 clusters
  Score: Raw -124234.747998 + Penalty 2387.872403 = -121846.875595
  nChanged 1
		SP:Iteration 32Q (104527.470000 sec): 3 clusters
  Score: Raw -124235.897756 + Penalty 2387.872403 = -121848.025353
  nChanged 1
		SP:Iteration 33Q (104527.500000 sec): 3 clusters
  Score: Raw -124237.288248 + Penalty 2387.872403 = -121849.415845
  nChanged 2
		SP:Iteration 34Q (104527.530000 sec): 3 clusters
  Score: Raw -124238.808572 + Penalty 2387.872403 = -121850.936169
  nChanged 2
		SP:Iteration 35Q (104527.560000 sec): 3 clusters
  Score: Raw -124239.824878 + Penalty 2387.872403 = -121851.952476
  nChanged 3
		SP:Iteration 36Q (104527.580000 sec): 3 clusters
  Score: Raw -124244.432625 + Penalty 2387.872403 = -121856.560223
  nChanged 3
		SP:Iteration 37Q (104527.610000 sec): 3 clusters
  Score: Raw -124253.324531 + Penalty 2387.872403 = -121865.452128
  nChanged 5
		SP:Iteration 38Q (104527.640000 sec): 3 clusters
  Score: Raw -124267.257832 + Penalty 2387.872403 = -121879.385429
  nChanged 9
		SP:Iteration 39Q (104527.670000 sec): 3 clusters
  Score: Raw -124276.156474 + Penalty 2387.872403 = -121888.284072
  nChanged 10
		SP:Iteration 40F (104527.700000 sec): 3 clusters
  Score: Raw -124288.753819 + Penalty 2387.872403 = -121900.881417
  nChanged 12
		SP:Iteration 41Q (104527.730000 sec): 3 clusters
  Score: Raw -124313.337198 + Penalty 2387.872403 = -121925.464795
  nChanged 16
		SP:Iteration 42Q (104527.760000 sec): 3 clusters
  Score: Raw -124327.933498 + Penalty 2387.872403 = -121940.061095
  nChanged 11
		SP:Iteration 43Q (104527.780000 sec): 3 clusters
  Score: Raw -124336.089452 + Penalty 2387.872403 = -121948.217050
  nChanged 13
		SP:Iteration 44Q (104527.810000 sec): 3 clusters
  Score: Raw -124348.179866 + Penalty 2387.872403 = -121960.307463
  nChanged 19
		SP:Iteration 45Q (104527.840000 sec): 3 clusters
  Score: Raw -124374.589954 + Penalty 2387.872403 = -121986.717552
  nChanged 19
		SP:Iteration 46Q (104527.870000 sec): 3 clusters
  Score: Raw -124409.059057 + Penalty 2387.872403 = -122021.186655
  nChanged 14
		SP:Iteration 47Q (104527.900000 sec): 3 clusters
  Score: Raw -124423.986012 + Penalty 2387.872403 = -122036.113609
  nChanged 6
		SP:Iteration 48Q (104527.920000 sec): 3 clusters
  Score: Raw -124428.640775 + Penalty 2387.872403 = -122040.768372
  nChanged 4
		SP:Iteration 49Q (104527.950000 sec): 3 clusters
  Score: Raw -124431.631757 + Penalty 2387.872403 = -122043.759354
  nChanged 2
		SP:Iteration 50Q (104527.980000 sec): 3 clusters
  Score: Raw -124433.005531 + Penalty 2387.872403 = -122045.133128
  nChanged 4
		SP:Iteration 51Q (104528.010000 sec): 3 clusters
  Score: Raw -124436.449702 + Penalty 2387.872403 = -122048.577300
  nChanged 3
		SP:Iteration 52Q (104528.040000 sec): 3 clusters
  Score: Raw -124438.440485 + Penalty 2387.872403 = -122050.568083
  nChanged 3
		SP:Iteration 53Q (104528.060000 sec): 3 clusters
  Score: Raw -124439.607446 + Penalty 2387.872403 = -122051.735044
  nChanged 4
		SP:Iteration 54Q (104528.090000 sec): 3 clusters
  Score: Raw -124442.159710 + Penalty 2387.872403 = -122054.287307
  nChanged 2
		SP:Iteration 55Q (104528.120000 sec): 3 clusters
  Score: Raw -124444.440797 + Penalty 2387.872403 = -122056.568395
  nChanged 4
		SP:Iteration 56Q (104528.150000 sec): 3 clusters
  Score: Raw -124447.687141 + Penalty 2387.872403 = -122059.814739
  nChanged 3
		SP:Iteration 57Q (104528.180000 sec): 3 clusters
  Score: Raw -124448.793459 + Penalty 2387.872403 = -122060.921056
  nChanged 2
		SP:Iteration 58Q (104528.200000 sec): 3 clusters
  Score: Raw -124449.481247 + Penalty 2387.872403 = -122061.608844
  nChanged 1
		SP:Iteration 59Q (104528.230000 sec): 3 clusters
  Score: Raw -124450.434111 + Penalty 2387.872403 = -122062.561708
  nChanged 1
		SP:Iteration 60F (104528.260000 sec): 3 clusters
  Score: Raw -124450.801040 + Penalty 2387.872403 = -122062.928637
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 56 (1408 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (104528.320000 sec): 2 clusters
  Score: Raw -100170.658697 + Penalty 1178.112900 = -98992.545797
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (104528.340000 sec): 3 clusters
  Score: Raw -99699.405842 + Penalty 2356.225799 = -97343.180043
  nChanged 483
		SP:Iteration 1F (104528.370000 sec): 3 clusters
  Score: Raw -100173.926633 + Penalty 2356.225799 = -97817.700834
  nChanged 116
		SP:Iteration 2F (104528.400000 sec): 3 clusters
  Score: Raw -100331.075053 + Penalty 2356.225799 = -97974.849254
  nChanged 80
		SP:Iteration 3F (104528.420000 sec): 3 clusters
  Score: Raw -100436.612280 + Penalty 2356.225799 = -98080.386480
  nChanged 69
		SP:Iteration 4Q (104528.450000 sec): 3 clusters
  Score: Raw -100530.199439 + Penalty 2356.225799 = -98173.973640
  nChanged 43
		SP:Iteration 5Q (104528.480000 sec): 3 clusters
  Score: Raw -100580.089548 + Penalty 2356.225799 = -98223.863749
  nChanged 44
		SP:Iteration 6Q (104528.500000 sec): 3 clusters
  Score: Raw -100628.103582 + Penalty 2356.225799 = -98271.877783
  nChanged 27
		SP:Iteration 7Q (104528.530000 sec): 3 clusters
  Score: Raw -100651.956362 + Penalty 2356.225799 = -98295.730563
  nChanged 14
		SP:Iteration 8Q (104528.560000 sec): 3 clusters
  Score: Raw -100672.664033 + Penalty 2356.225799 = -98316.438234
  nChanged 15
		SP:Iteration 9Q (104528.580000 sec): 3 clusters
  Score: Raw -100687.005624 + Penalty 2356.225799 = -98330.779825
  nChanged 11
		SP:Iteration 10Q (104528.610000 sec): 3 clusters
  Score: Raw -100695.662442 + Penalty 2356.225799 = -98339.436643
  nChanged 10
		SP:Iteration 11Q (104528.640000 sec): 3 clusters
  Score: Raw -100705.433224 + Penalty 2356.225799 = -98349.207425
  nChanged 9
		SP:Iteration 12Q (104528.660000 sec): 3 clusters
  Score: Raw -100712.443136 + Penalty 2356.225799 = -98356.217336
  nChanged 5
		SP:Iteration 13Q (104528.690000 sec): 3 clusters
  Score: Raw -100718.024663 + Penalty 2356.225799 = -98361.798864
  nChanged 5
		SP:Iteration 14Q (104528.720000 sec): 3 clusters
  Score: Raw -100729.945550 + Penalty 2356.225799 = -98373.719751
  nChanged 11
		SP:Iteration 15Q (104528.740000 sec): 3 clusters
  Score: Raw -100742.896501 + Penalty 2356.225799 = -98386.670702
  nChanged 9
		SP:Iteration 16Q (104528.770000 sec): 3 clusters
  Score: Raw -100749.948872 + Penalty 2356.225799 = -98393.723072
  nChanged 10
		SP:Iteration 17Q (104528.800000 sec): 3 clusters
  Score: Raw -100759.644707 + Penalty 2356.225799 = -98403.418908
  nChanged 12
		SP:Iteration 18Q (104528.820000 sec): 3 clusters
  Score: Raw -100771.766813 + Penalty 2356.225799 = -98415.541013
  nChanged 7
		SP:Iteration 19Q (104528.840000 sec): 3 clusters
  Score: Raw -100775.864887 + Penalty 2356.225799 = -98419.639087
  nChanged 0
		SP:Iteration 20F (104528.870000 sec): 3 clusters
  Score: Raw -100778.567922 + Penalty 2356.225799 = -98422.342122
  nChanged 1
		SP:Iteration 21Q (104528.900000 sec): 3 clusters
  Score: Raw -100783.512776 + Penalty 2356.225799 = -98427.286977
  nChanged 0
		SP:Iteration 22F (104528.920000 sec): 3 clusters
  Score: Raw -100783.512776 + Penalty 2356.225799 = -98427.286977
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 57 (7335 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (104529.020000 sec): 2 clusters
  Score: Raw -623143.775069 + Penalty 1446.317062 = -621697.458007
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (104529.160000 sec): 3 clusters
  Score: Raw -619197.283676 + Penalty 2892.634124 = -616304.649552
  nChanged 3111
		SP:Iteration 1F (104529.280000 sec): 3 clusters
  Score: Raw -620958.038115 + Penalty 2892.634124 = -618065.403990
  nChanged 506
		SP:Iteration 2F (104529.390000 sec): 3 clusters
  Score: Raw -621249.675310 + Penalty 2892.634124 = -618357.041185
  nChanged 446
		SP:Iteration 3F (104529.500000 sec): 3 clusters
  Score: Raw -621523.072049 + Penalty 2892.634124 = -618630.437925
  nChanged 438
		SP:Iteration 4F (104529.620000 sec): 3 clusters
  Score: Raw -621791.689040 + Penalty 2892.634124 = -618899.054915
  nChanged 383
		SP:Iteration 5F (104529.730000 sec): 3 clusters
  Score: Raw -622011.599290 + Penalty 2892.634124 = -619118.965166
  nChanged 319
		SP:Iteration 6Q (104529.840000 sec): 3 clusters
  Score: Raw -622187.946693 + Penalty 2892.634124 = -619295.312569
  nChanged 291
		SP:Iteration 7Q (104529.960000 sec): 3 clusters
  Score: Raw -622319.311855 + Penalty 2892.634124 = -619426.677731
  nChanged 246
		SP:Iteration 8Q (104530.090000 sec): 3 clusters
  Score: Raw -622432.344648 + Penalty 2892.634124 = -619539.710524
  nChanged 202
		SP:Iteration 9Q (104530.200000 sec): 3 clusters
  Score: Raw -622509.112616 + Penalty 2892.634124 = -619616.478492
  nChanged 145
		SP:Iteration 10Q (104530.330000 sec): 3 clusters
  Score: Raw -622558.906910 + Penalty 2892.634124 = -619666.272785
  nChanged 125
		SP:Iteration 11Q (104530.460000 sec): 3 clusters
  Score: Raw -622609.945688 + Penalty 2892.634124 = -619717.311564
  nChanged 143
		SP:Iteration 12Q (104530.580000 sec): 3 clusters
  Score: Raw -622662.463861 + Penalty 2892.634124 = -619769.829737
  nChanged 129
		SP:Iteration 13Q (104530.710000 sec): 3 clusters
  Score: Raw -622709.606348 + Penalty 2892.634124 = -619816.972224
  nChanged 116
		SP:Iteration 14Q (104530.840000 sec): 3 clusters
  Score: Raw -622744.452220 + Penalty 2892.634124 = -619851.818095
  nChanged 92
		SP:Iteration 15Q (104530.960000 sec): 3 clusters
  Score: Raw -622776.714839 + Penalty 2892.634124 = -619884.080714
  nChanged 87
		SP:Iteration 16Q (104531.090000 sec): 3 clusters
  Score: Raw -622801.737867 + Penalty 2892.634124 = -619909.103743
  nChanged 79
		SP:Iteration 17Q (104531.220000 sec): 3 clusters
  Score: Raw -622823.602827 + Penalty 2892.634124 = -619930.968703
  nChanged 60
		SP:Iteration 18Q (104531.350000 sec): 3 clusters
  Score: Raw -622840.435512 + Penalty 2892.634124 = -619947.801388
  nChanged 59
		SP:Iteration 19Q (104531.470000 sec): 3 clusters
  Score: Raw -622857.428236 + Penalty 2892.634124 = -619964.794111
  nChanged 58
		SP:Iteration 20F (104531.600000 sec): 3 clusters
  Score: Raw -622870.943558 + Penalty 2892.634124 = -619978.309433
  nChanged 51
		SP:Iteration 21Q (104531.730000 sec): 3 clusters
  Score: Raw -622882.230816 + Penalty 2892.634124 = -619989.596691
  nChanged 44
		SP:Iteration 22Q (104531.860000 sec): 3 clusters
  Score: Raw -622891.970256 + Penalty 2892.634124 = -619999.336131
  nChanged 46
		SP:Iteration 23Q (104531.990000 sec): 3 clusters
  Score: Raw -622903.310476 + Penalty 2892.634124 = -620010.676351
  nChanged 46
		SP:Iteration 24Q (104532.120000 sec): 3 clusters
  Score: Raw -622913.808678 + Penalty 2892.634124 = -620021.174554
  nChanged 46
		SP:Iteration 25Q (104532.250000 sec): 3 clusters
  Score: Raw -622928.092973 + Penalty 2892.634124 = -620035.458849
  nChanged 55
		SP:Iteration 26Q (104532.380000 sec): 3 clusters
  Score: Raw -622948.847016 + Penalty 2892.634124 = -620056.212891
  nChanged 66
		SP:Iteration 27Q (104532.510000 sec): 3 clusters
  Score: Raw -622970.548336 + Penalty 2892.634124 = -620077.914212
  nChanged 78
		SP:Iteration 28Q (104532.640000 sec): 3 clusters
  Score: Raw -622993.219980 + Penalty 2892.634124 = -620100.585855
  nChanged 77
		SP:Iteration 29Q (104532.770000 sec): 3 clusters
  Score: Raw -623015.916634 + Penalty 2892.634124 = -620123.282509
  nChanged 68
		SP:Iteration 30Q (104532.890000 sec): 3 clusters
  Score: Raw -623035.624027 + Penalty 2892.634124 = -620142.989903
  nChanged 79
		SP:Iteration 31Q (104533.030000 sec): 3 clusters
  Score: Raw -623058.543152 + Penalty 2892.634124 = -620165.909028
  nChanged 72
		SP:Iteration 32Q (104533.150000 sec): 3 clusters
  Score: Raw -623078.672066 + Penalty 2892.634124 = -620186.037942
  nChanged 68
		SP:Iteration 33Q (104533.280000 sec): 3 clusters
  Score: Raw -623096.392257 + Penalty 2892.634124 = -620203.758132
  nChanged 51
		SP:Iteration 34Q (104533.410000 sec): 3 clusters
  Score: Raw -623108.662341 + Penalty 2892.634124 = -620216.028217
  nChanged 52
		SP:Iteration 35Q (104533.530000 sec): 3 clusters
  Score: Raw -623122.963379 + Penalty 2892.634124 = -620230.329254
  nChanged 58
		SP:Iteration 36Q (104533.660000 sec): 3 clusters
  Score: Raw -623138.720916 + Penalty 2892.634124 = -620246.086791
  nChanged 49
		SP:Iteration 37Q (104533.790000 sec): 3 clusters
  Score: Raw -623150.035223 + Penalty 2892.634124 = -620257.401099
  nChanged 44
		SP:Iteration 38Q (104533.920000 sec): 3 clusters
  Score: Raw -623160.736498 + Penalty 2892.634124 = -620268.102374
  nChanged 43
		SP:Iteration 39Q (104534.040000 sec): 3 clusters
  Score: Raw -623169.462013 + Penalty 2892.634124 = -620276.827888
  nChanged 29
		SP:Iteration 40F (104534.170000 sec): 3 clusters
  Score: Raw -623175.020860 + Penalty 2892.634124 = -620282.386736
  nChanged 22
		SP:Iteration 41Q (104534.300000 sec): 3 clusters
  Score: Raw -623179.188280 + Penalty 2892.634124 = -620286.554155
  nChanged 26
		SP:Iteration 42Q (104534.420000 sec): 3 clusters
  Score: Raw -623184.784169 + Penalty 2892.634124 = -620292.150045
  nChanged 28
		SP:Iteration 43Q (104534.550000 sec): 3 clusters
  Score: Raw -623190.484169 + Penalty 2892.634124 = -620297.850045
  nChanged 27
		SP:Iteration 44Q (104534.670000 sec): 3 clusters
  Score: Raw -623196.224077 + Penalty 2892.634124 = -620303.589953
  nChanged 25
		SP:Iteration 45Q (104534.790000 sec): 3 clusters
  Score: Raw -623200.674857 + Penalty 2892.634124 = -620308.040733
  nChanged 20
		SP:Iteration 46Q (104534.920000 sec): 3 clusters
  Score: Raw -623203.962928 + Penalty 2892.634124 = -620311.328804
  nChanged 21
		SP:Iteration 47Q (104535.040000 sec): 3 clusters
  Score: Raw -623206.899053 + Penalty 2892.634124 = -620314.264929
  nChanged 17
		SP:Iteration 48Q (104535.160000 sec): 3 clusters
  Score: Raw -623209.517475 + Penalty 2892.634124 = -620316.883351
  nChanged 14
		SP:Iteration 49Q (104535.290000 sec): 3 clusters
  Score: Raw -623211.716704 + Penalty 2892.634124 = -620319.082579
  nChanged 12
		SP:Iteration 50Q (104535.410000 sec): 3 clusters
  Score: Raw -623214.222820 + Penalty 2892.634124 = -620321.588696
  nChanged 16
		SP:Iteration 51Q (104535.540000 sec): 3 clusters
  Score: Raw -623216.902081 + Penalty 2892.634124 = -620324.267956
  nChanged 16
		SP:Iteration 52Q (104535.660000 sec): 3 clusters
  Score: Raw -623219.291827 + Penalty 2892.634124 = -620326.657702
  nChanged 11
		SP:Iteration 53Q (104535.780000 sec): 3 clusters
  Score: Raw -623221.474034 + Penalty 2892.634124 = -620328.839910
  nChanged 19
		SP:Iteration 54Q (104535.910000 sec): 3 clusters
  Score: Raw -623225.797290 + Penalty 2892.634124 = -620333.163165
  nChanged 21
		SP:Iteration 55Q (104536.030000 sec): 3 clusters
  Score: Raw -623230.902064 + Penalty 2892.634124 = -620338.267940
  nChanged 35
		SP:Iteration 56Q (104536.150000 sec): 3 clusters
  Score: Raw -623238.747076 + Penalty 2892.634124 = -620346.112952
  nChanged 32
		SP:Iteration 57Q (104536.280000 sec): 3 clusters
  Score: Raw -623245.377895 + Penalty 2892.634124 = -620352.743771
  nChanged 32
		SP:Iteration 58Q (104536.400000 sec): 3 clusters
  Score: Raw -623251.236118 + Penalty 2892.634124 = -620358.601993
  nChanged 27
		SP:Iteration 59Q (104536.520000 sec): 3 clusters
  Score: Raw -623256.845652 + Penalty 2892.634124 = -620364.211527
  nChanged 32
		SP:Iteration 60F (104536.640000 sec): 3 clusters
  Score: Raw -623264.669879 + Penalty 2892.634124 = -620372.035755
  nChanged 38
		SP:Iteration 61Q (104536.770000 sec): 3 clusters
  Score: Raw -623277.511994 + Penalty 2892.634124 = -620384.877869
  nChanged 54
		SP:Iteration 62Q (104536.890000 sec): 3 clusters
  Score: Raw -623297.397342 + Penalty 2892.634124 = -620404.763218
  nChanged 60
		SP:Iteration 63Q (104537.010000 sec): 3 clusters
  Score: Raw -623318.882956 + Penalty 2892.634124 = -620426.248831
  nChanged 52
		SP:Iteration 64Q (104537.140000 sec): 3 clusters
  Score: Raw -623334.487189 + Penalty 2892.634124 = -620441.853065
  nChanged 45
		SP:Iteration 65Q (104537.270000 sec): 3 clusters
  Score: Raw -623348.221935 + Penalty 2892.634124 = -620455.587810
  nChanged 44
		SP:Iteration 66Q (104537.390000 sec): 3 clusters
  Score: Raw -623359.387832 + Penalty 2892.634124 = -620466.753707
  nChanged 38
		SP:Iteration 67Q (104537.510000 sec): 3 clusters
  Score: Raw -623368.631400 + Penalty 2892.634124 = -620475.997275
  nChanged 29
		SP:Iteration 68Q (104537.640000 sec): 3 clusters
  Score: Raw -623376.896408 + Penalty 2892.634124 = -620484.262284
  nChanged 25
		SP:Iteration 69Q (104537.760000 sec): 3 clusters
  Score: Raw -623383.539625 + Penalty 2892.634124 = -620490.905501
  nChanged 22
		SP:Iteration 70Q (104537.890000 sec): 3 clusters
  Score: Raw -623389.643118 + Penalty 2892.634124 = -620497.008994
  nChanged 19
		SP:Iteration 71Q (104538.010000 sec): 3 clusters
  Score: Raw -623395.227227 + Penalty 2892.634124 = -620502.593103
  nChanged 22
		SP:Iteration 72Q (104538.130000 sec): 3 clusters
  Score: Raw -623402.409655 + Penalty 2892.634124 = -620509.775530
  nChanged 26
		SP:Iteration 73Q (104538.250000 sec): 3 clusters
  Score: Raw -623411.560861 + Penalty 2892.634124 = -620518.926736
  nChanged 31
		SP:Iteration 74Q (104538.380000 sec): 3 clusters
  Score: Raw -623422.515850 + Penalty 2892.634124 = -620529.881725
  nChanged 41
		SP:Iteration 75Q (104538.500000 sec): 3 clusters
  Score: Raw -623436.205028 + Penalty 2892.634124 = -620543.570904
  nChanged 35
		SP:Iteration 76Q (104538.630000 sec): 3 clusters
  Score: Raw -623447.930861 + Penalty 2892.634124 = -620555.296736
  nChanged 31
		SP:Iteration 77Q (104538.750000 sec): 3 clusters
  Score: Raw -623460.290824 + Penalty 2892.634124 = -620567.656699
  nChanged 30
		SP:Iteration 78Q (104538.870000 sec): 3 clusters
  Score: Raw -623472.427778 + Penalty 2892.634124 = -620579.793654
  nChanged 30
		SP:Iteration 79Q (104538.990000 sec): 3 clusters
  Score: Raw -623482.887635 + Penalty 2892.634124 = -620590.253511
  nChanged 26
		SP:Iteration 80F (104539.120000 sec): 3 clusters
  Score: Raw -623495.335151 + Penalty 2892.634124 = -620602.701027
  nChanged 33
		SP:Iteration 81Q (104539.240000 sec): 3 clusters
  Score: Raw -623507.623888 + Penalty 2892.634124 = -620614.989764
  nChanged 25
		SP:Iteration 82Q (104539.370000 sec): 3 clusters
  Score: Raw -623515.528744 + Penalty 2892.634124 = -620622.894620
  nChanged 15
		SP:Iteration 83Q (104539.490000 sec): 3 clusters
  Score: Raw -623519.007870 + Penalty 2892.634124 = -620626.373746
  nChanged 11
		SP:Iteration 84Q (104539.610000 sec): 3 clusters
  Score: Raw -623521.656551 + Penalty 2892.634124 = -620629.022426
  nChanged 9
		SP:Iteration 85Q (104539.730000 sec): 3 clusters
  Score: Raw -623523.468459 + Penalty 2892.634124 = -620630.834335
  nChanged 7
		SP:Iteration 86Q (104539.850000 sec): 3 clusters
  Score: Raw -623524.698418 + Penalty 2892.634124 = -620632.064293
  nChanged 4
		SP:Iteration 87Q (104539.970000 sec): 3 clusters
  Score: Raw -623525.382306 + Penalty 2892.634124 = -620632.748181
  nChanged 4
		SP:Iteration 88Q (104540.100000 sec): 3 clusters
  Score: Raw -623526.517076 + Penalty 2892.634124 = -620633.882952
  nChanged 4
		SP:Iteration 89Q (104540.220000 sec): 3 clusters
  Score: Raw -623526.975798 + Penalty 2892.634124 = -620634.341674
  nChanged 1
		SP:Iteration 90Q (104540.340000 sec): 3 clusters
  Score: Raw -623527.152844 + Penalty 2892.634124 = -620634.518719
  nChanged 1
		SP:Iteration 91Q (104540.460000 sec): 3 clusters
  Score: Raw -623527.255642 + Penalty 2892.634124 = -620634.621517
  nChanged 1
		SP:Iteration 92Q (104540.590000 sec): 3 clusters
  Score: Raw -623527.546756 + Penalty 2892.634124 = -620634.912632
  nChanged 2
		SP:Iteration 93Q (104540.710000 sec): 3 clusters
  Score: Raw -623528.097824 + Penalty 2892.634124 = -620635.463699
  nChanged 1
		SP:Iteration 94Q (104540.830000 sec): 3 clusters
  Score: Raw -623528.414845 + Penalty 2892.634124 = -620635.780720
  nChanged 4
		SP:Iteration 95Q (104540.950000 sec): 3 clusters
  Score: Raw -623529.439524 + Penalty 2892.634124 = -620636.805399
  nChanged 0
		SP:Iteration 96F (104541.080000 sec): 3 clusters
  Score: Raw -623529.439524 + Penalty 2892.634124 = -620636.805399
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 58 (3195 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (104541.150000 sec): 2 clusters
  Score: Raw -250690.171003 + Penalty 1311.268135 = -249378.902869
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (104541.210000 sec): 3 clusters
  Score: Raw -249163.364423 + Penalty 2622.536269 = -246540.828154
  nChanged 1239
		SP:Iteration 1F (104541.280000 sec): 3 clusters
  Score: Raw -249955.694026 + Penalty 2622.536269 = -247333.157757
  nChanged 297
		SP:Iteration 2F (104541.340000 sec): 3 clusters
  Score: Raw -250275.652903 + Penalty 2622.536269 = -247653.116633
  nChanged 267
		SP:Iteration 3F (104541.400000 sec): 3 clusters
  Score: Raw -250570.937700 + Penalty 2622.536269 = -247948.401431
  nChanged 217
		SP:Iteration 4F (104541.460000 sec): 3 clusters
  Score: Raw -250800.234920 + Penalty 2622.536269 = -248177.698651
  nChanged 172
		SP:Iteration 5F (104541.520000 sec): 3 clusters
  Score: Raw -250960.256989 + Penalty 2622.536269 = -248337.720720
  nChanged 120
		SP:Iteration 6Q (104541.580000 sec): 3 clusters
  Score: Raw -251058.204026 + Penalty 2622.536269 = -248435.667756
  nChanged 99
		SP:Iteration 7Q (104541.640000 sec): 3 clusters
  Score: Raw -251145.001415 + Penalty 2622.536269 = -248522.465145
  nChanged 84
		SP:Iteration 8Q (104541.710000 sec): 3 clusters
  Score: Raw -251193.770194 + Penalty 2622.536269 = -248571.233925
  nChanged 51
		SP:Iteration 9Q (104541.770000 sec): 3 clusters
  Score: Raw -251214.545809 + Penalty 2622.536269 = -248592.009540
  nChanged 36
		SP:Iteration 10Q (104541.830000 sec): 3 clusters
  Score: Raw -251228.628746 + Penalty 2622.536269 = -248606.092476
  nChanged 19
		SP:Iteration 11Q (104541.890000 sec): 3 clusters
  Score: Raw -251233.743641 + Penalty 2622.536269 = -248611.207372
  nChanged 18
		SP:Iteration 12Q (104541.950000 sec): 3 clusters
  Score: Raw -251240.085010 + Penalty 2622.536269 = -248617.548741
  nChanged 21
		SP:Iteration 13Q (104542.010000 sec): 3 clusters
  Score: Raw -251248.656704 + Penalty 2622.536269 = -248626.120435
  nChanged 17
		SP:Iteration 14Q (104542.070000 sec): 3 clusters
  Score: Raw -251254.656119 + Penalty 2622.536269 = -248632.119850
  nChanged 17
		SP:Iteration 15Q (104542.130000 sec): 3 clusters
  Score: Raw -251259.850929 + Penalty 2622.536269 = -248637.314660
  nChanged 8
		SP:Iteration 16Q (104542.190000 sec): 3 clusters
  Score: Raw -251264.001683 + Penalty 2622.536269 = -248641.465413
  nChanged 7
		SP:Iteration 17Q (104542.250000 sec): 3 clusters
  Score: Raw -251265.649381 + Penalty 2622.536269 = -248643.113111
  nChanged 8
		SP:Iteration 18Q (104542.310000 sec): 3 clusters
  Score: Raw -251269.660207 + Penalty 2622.536269 = -248647.123938
  nChanged 9
		SP:Iteration 19Q (104542.370000 sec): 3 clusters
  Score: Raw -251271.386976 + Penalty 2622.536269 = -248648.850707
  nChanged 6
		SP:Iteration 20F (104542.430000 sec): 3 clusters
  Score: Raw -251272.698993 + Penalty 2622.536269 = -248650.162723
  nChanged 1
		SP:Iteration 21Q (104542.490000 sec): 3 clusters
  Score: Raw -251272.774644 + Penalty 2622.536269 = -248650.238375
  nChanged 0
		SP:Iteration 22F (104542.550000 sec): 3 clusters
  Score: Raw -251272.774644 + Penalty 2622.536269 = -248650.238375
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 59 (5626 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (104542.630000 sec): 2 clusters
  Score: Raw -513450.531167 + Penalty 1403.212523 = -512047.318644
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (104542.730000 sec): 3 clusters
  Score: Raw -510488.719877 + Penalty 2806.425046 = -507682.294830
  nChanged 2313
		SP:Iteration 1F (104542.830000 sec): 3 clusters
  Score: Raw -511715.770715 + Penalty 2806.425046 = -508909.345668
  nChanged 403
		SP:Iteration 2F (104542.930000 sec): 3 clusters
  Score: Raw -511890.418564 + Penalty 2806.425046 = -509083.993518
  nChanged 268
		SP:Iteration 3Q (104543.040000 sec): 3 clusters
  Score: Raw -511998.196931 + Penalty 2806.425046 = -509191.771884
  nChanged 196
		SP:Iteration 4Q (104543.140000 sec): 3 clusters
  Score: Raw -512071.371277 + Penalty 2806.425046 = -509264.946231
  nChanged 164
		SP:Iteration 5Q (104543.240000 sec): 3 clusters
  Score: Raw -512130.616866 + Penalty 2806.425046 = -509324.191819
  nChanged 138
		SP:Iteration 6Q (104543.350000 sec): 3 clusters
  Score: Raw -512181.727640 + Penalty 2806.425046 = -509375.302593
  nChanged 145
		SP:Iteration 7Q (104543.450000 sec): 3 clusters
  Score: Raw -512232.013181 + Penalty 2806.425046 = -509425.588135
  nChanged 126
		SP:Iteration 8Q (104543.550000 sec): 3 clusters
  Score: Raw -512280.879974 + Penalty 2806.425046 = -509474.454928
  nChanged 127
		SP:Iteration 9Q (104543.650000 sec): 3 clusters
  Score: Raw -512325.548936 + Penalty 2806.425046 = -509519.123889
  nChanged 126
		SP:Iteration 10Q (104543.760000 sec): 3 clusters
  Score: Raw -512372.806903 + Penalty 2806.425046 = -509566.381856
  nChanged 137
		SP:Iteration 11Q (104543.860000 sec): 3 clusters
  Score: Raw -512428.809895 + Penalty 2806.425046 = -509622.384848
  nChanged 151
		SP:Iteration 12Q (104543.960000 sec): 3 clusters
  Score: Raw -512487.540161 + Penalty 2806.425046 = -509681.115114
  nChanged 133
		SP:Iteration 13Q (104544.060000 sec): 3 clusters
  Score: Raw -512542.366673 + Penalty 2806.425046 = -509735.941626
  nChanged 133
		SP:Iteration 14Q (104544.160000 sec): 3 clusters
  Score: Raw -512606.641950 + Penalty 2806.425046 = -509800.216903
  nChanged 161
		SP:Iteration 15Q (104544.260000 sec): 3 clusters
  Score: Raw -512694.497413 + Penalty 2806.425046 = -509888.072366
  nChanged 161
		SP:Iteration 16Q (104544.360000 sec): 3 clusters
  Score: Raw -512797.265473 + Penalty 2806.425046 = -509990.840427
  nChanged 185
		SP:Iteration 17Q (104544.460000 sec): 3 clusters
  Score: Raw -512918.041287 + Penalty 2806.425046 = -510111.616241
  nChanged 161
		SP:Iteration 18Q (104544.560000 sec): 3 clusters
  Score: Raw -513018.389569 + Penalty 2806.425046 = -510211.964523
  nChanged 143
		SP:Iteration 19Q (104544.660000 sec): 3 clusters
  Score: Raw -513114.945446 + Penalty 2806.425046 = -510308.520399
  nChanged 138
		SP:Iteration 20F (104544.760000 sec): 3 clusters
  Score: Raw -513221.503648 + Penalty 2806.425046 = -510415.078601
  nChanged 134
		SP:Iteration 21Q (104544.860000 sec): 3 clusters
  Score: Raw -513325.035433 + Penalty 2806.425046 = -510518.610387
  nChanged 104
		SP:Iteration 22Q (104544.960000 sec): 3 clusters
  Score: Raw -513407.276716 + Penalty 2806.425046 = -510600.851670
  nChanged 66
		SP:Iteration 23Q (104545.060000 sec): 3 clusters
  Score: Raw -513466.391153 + Penalty 2806.425046 = -510659.966107
  nChanged 58
		SP:Iteration 24Q (104545.150000 sec): 3 clusters
  Score: Raw -513522.544907 + Penalty 2806.425046 = -510716.119861
  nChanged 43
		SP:Iteration 25Q (104545.250000 sec): 3 clusters
  Score: Raw -513561.087831 + Penalty 2806.425046 = -510754.662785
  nChanged 34
		SP:Iteration 26Q (104545.340000 sec): 3 clusters
  Score: Raw -513598.038142 + Penalty 2806.425046 = -510791.613095
  nChanged 22
		SP:Iteration 27Q (104545.440000 sec): 3 clusters
  Score: Raw -513621.074795 + Penalty 2806.425046 = -510814.649748
  nChanged 13
		SP:Iteration 28Q (104545.530000 sec): 3 clusters
  Score: Raw -513634.111262 + Penalty 2806.425046 = -510827.686215
  nChanged 14
		SP:Iteration 29Q (104545.630000 sec): 3 clusters
  Score: Raw -513651.795555 + Penalty 2806.425046 = -510845.370508
  nChanged 17
		SP:Iteration 30Q (104545.720000 sec): 3 clusters
  Score: Raw -513669.555394 + Penalty 2806.425046 = -510863.130347
  nChanged 11
		SP:Iteration 31Q (104545.820000 sec): 3 clusters
  Score: Raw -513680.689170 + Penalty 2806.425046 = -510874.264124
  nChanged 5
		SP:Iteration 32Q (104545.910000 sec): 3 clusters
  Score: Raw -513685.417176 + Penalty 2806.425046 = -510878.992129
  nChanged 4
		SP:Iteration 33Q (104546.000000 sec): 3 clusters
  Score: Raw -513688.140857 + Penalty 2806.425046 = -510881.715811
  nChanged 0
		SP:Iteration 34F (104546.100000 sec): 3 clusters
  Score: Raw -513688.140857 + Penalty 2806.425046 = -510881.715811
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 60 (1511 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (104546.160000 sec): 2 clusters
  Score: Raw -112759.001090 + Penalty 1189.585631 = -111569.415459
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (104546.190000 sec): 3 clusters
  Score: Raw -112229.450643 + Penalty 2379.171263 = -109850.279380
  nChanged 529
		SP:Iteration 1F (104546.220000 sec): 3 clusters
  Score: Raw -112688.774404 + Penalty 2379.171263 = -110309.603141
  nChanged 137
		SP:Iteration 2F (104546.250000 sec): 3 clusters
  Score: Raw -112843.298261 + Penalty 2379.171263 = -110464.126998
  nChanged 85
		SP:Iteration 3F (104546.280000 sec): 3 clusters
  Score: Raw -112925.934380 + Penalty 2379.171263 = -110546.763118
  nChanged 47
		SP:Iteration 4Q (104546.310000 sec): 3 clusters
  Score: Raw -112964.617207 + Penalty 2379.171263 = -110585.445944
  nChanged 35
		SP:Iteration 5Q (104546.340000 sec): 3 clusters
  Score: Raw -112988.315812 + Penalty 2379.171263 = -110609.144549
  nChanged 24
		SP:Iteration 6Q (104546.370000 sec): 3 clusters
  Score: Raw -113006.262196 + Penalty 2379.171263 = -110627.090933
  nChanged 21
		SP:Iteration 7Q (104546.400000 sec): 3 clusters
  Score: Raw -113019.742957 + Penalty 2379.171263 = -110640.571695
  nChanged 11
		SP:Iteration 8Q (104546.420000 sec): 3 clusters
  Score: Raw -113024.517959 + Penalty 2379.171263 = -110645.346697
  nChanged 7
		SP:Iteration 9Q (104546.460000 sec): 3 clusters
  Score: Raw -113028.209124 + Penalty 2379.171263 = -110649.037861
  nChanged 7
		SP:Iteration 10Q (104546.480000 sec): 3 clusters
  Score: Raw -113032.630598 + Penalty 2379.171263 = -110653.459336
  nChanged 8
		SP:Iteration 11Q (104546.510000 sec): 3 clusters
  Score: Raw -113038.329585 + Penalty 2379.171263 = -110659.158322
  nChanged 10
		SP:Iteration 12Q (104546.540000 sec): 3 clusters
  Score: Raw -113044.600370 + Penalty 2379.171263 = -110665.429108
  nChanged 9
		SP:Iteration 13Q (104546.570000 sec): 3 clusters
  Score: Raw -113049.602410 + Penalty 2379.171263 = -110670.431147
  nChanged 2
		SP:Iteration 14Q (104546.600000 sec): 3 clusters
  Score: Raw -113051.501438 + Penalty 2379.171263 = -110672.330176
  nChanged 4
		SP:Iteration 15Q (104546.630000 sec): 3 clusters
  Score: Raw -113054.373958 + Penalty 2379.171263 = -110675.202695
  nChanged 2
		SP:Iteration 16Q (104546.660000 sec): 3 clusters
  Score: Raw -113056.206261 + Penalty 2379.171263 = -110677.034998
  nChanged 3
		SP:Iteration 17Q (104546.680000 sec): 3 clusters
  Score: Raw -113058.105452 + Penalty 2379.171263 = -110678.934189
  nChanged 4
		SP:Iteration 18Q (104546.710000 sec): 3 clusters
  Score: Raw -113060.993454 + Penalty 2379.171263 = -110681.822192
  nChanged 2
		SP:Iteration 19Q (104546.740000 sec): 3 clusters
  Score: Raw -113061.775008 + Penalty 2379.171263 = -110682.603745
  nChanged 2
		SP:Iteration 20F (104546.770000 sec): 3 clusters
  Score: Raw -113062.645678 + Penalty 2379.171263 = -110683.474415
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 61 (257 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (104546.800000 sec): 2 clusters
  Score: Raw -19033.290573 + Penalty 901.724864 = -18131.565709
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (104546.810000 sec): 3 clusters
  Score: Raw -19145.193985 + Penalty 1803.449728 = -17341.744257
  nChanged 45
		SP:Iteration 1F (104546.810000 sec): 3 clusters
  Score: Raw -19268.924023 + Penalty 1803.449728 = -17465.474296
  nChanged 11
		SP:Iteration 2Q (104546.820000 sec): 3 clusters
  Score: Raw -19310.292489 + Penalty 1803.449728 = -17506.842761
  nChanged 6
		SP:Iteration 3Q (104546.820000 sec): 3 clusters
  Score: Raw -19333.938510 + Penalty 1803.449728 = -17530.488782
  nChanged 5
		SP:Iteration 4Q (104546.830000 sec): 3 clusters
  Score: Raw -19346.591141 + Penalty 1803.449728 = -17543.141414
  nChanged 2
		SP:Iteration 5Q (104546.840000 sec): 3 clusters
  Score: Raw -19351.019058 + Penalty 1803.449728 = -17547.569330
  nChanged 0
		SP:Iteration 6F (104546.840000 sec): 3 clusters
  Score: Raw -19351.019058 + Penalty 1803.449728 = -17547.569330
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 62 (1197 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (104546.890000 sec): 2 clusters
  Score: Raw -109252.515089 + Penalty 1151.730727 = -108100.784362
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (104546.920000 sec): 3 clusters
  Score: Raw -108856.555409 + Penalty 2303.461454 = -106553.093955
  nChanged 364
		SP:Iteration 1F (104546.940000 sec): 3 clusters
  Score: Raw -109187.655119 + Penalty 2303.461454 = -106884.193665
  nChanged 112
		SP:Iteration 2F (104546.960000 sec): 3 clusters
  Score: Raw -109340.322156 + Penalty 2303.461454 = -107036.860701
  nChanged 87
		SP:Iteration 3F (104546.990000 sec): 3 clusters
  Score: Raw -109549.379764 + Penalty 2303.461454 = -107245.918309
  nChanged 80
		SP:Iteration 4F (104547.010000 sec): 3 clusters
  Score: Raw -109708.762408 + Penalty 2303.461454 = -107405.300954
  nChanged 63
		SP:Iteration 5F (104547.030000 sec): 3 clusters
  Score: Raw -109796.597108 + Penalty 2303.461454 = -107493.135653
  nChanged 34
		SP:Iteration 6Q (104547.060000 sec): 3 clusters
  Score: Raw -109841.813788 + Penalty 2303.461454 = -107538.352333
  nChanged 25
		SP:Iteration 7Q (104547.080000 sec): 3 clusters
  Score: Raw -109874.223659 + Penalty 2303.461454 = -107570.762205
  nChanged 12
		SP:Iteration 8Q (104547.100000 sec): 3 clusters
  Score: Raw -109890.359278 + Penalty 2303.461454 = -107586.897824
  nChanged 6
		SP:Iteration 9Q (104547.120000 sec): 3 clusters
  Score: Raw -109895.628366 + Penalty 2303.461454 = -107592.166912
  nChanged 0
		SP:Iteration 10F (104547.150000 sec): 3 clusters
  Score: Raw -109895.628366 + Penalty 2303.461454 = -107592.166912
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 63 (2501 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (104547.220000 sec): 2 clusters
  Score: Raw -204909.638778 + Penalty 1271.472464 = -203638.166314
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (104547.260000 sec): 3 clusters
  Score: Raw -203801.094186 + Penalty 2542.944928 = -201258.149259
  nChanged 910
		SP:Iteration 1F (104547.310000 sec): 3 clusters
  Score: Raw -204402.391428 + Penalty 2542.944928 = -201859.446500
  nChanged 191
		SP:Iteration 2F (104547.360000 sec): 3 clusters
  Score: Raw -204551.675548 + Penalty 2542.944928 = -202008.730620
  nChanged 132
		SP:Iteration 3F (104547.410000 sec): 3 clusters
  Score: Raw -204644.505107 + Penalty 2542.944928 = -202101.560179
  nChanged 94
		SP:Iteration 4Q (104547.460000 sec): 3 clusters
  Score: Raw -204720.786353 + Penalty 2542.944928 = -202177.841426
  nChanged 91
		SP:Iteration 5Q (104547.500000 sec): 3 clusters
  Score: Raw -204791.039002 + Penalty 2542.944928 = -202248.094075
  nChanged 88
		SP:Iteration 6Q (104547.550000 sec): 3 clusters
  Score: Raw -204861.808704 + Penalty 2542.944928 = -202318.863777
  nChanged 100
		SP:Iteration 7Q (104547.600000 sec): 3 clusters
  Score: Raw -204949.220746 + Penalty 2542.944928 = -202406.275819
  nChanged 77
		SP:Iteration 8Q (104547.640000 sec): 3 clusters
  Score: Raw -205002.117537 + Penalty 2542.944928 = -202459.172609
  nChanged 56
		SP:Iteration 9Q (104547.690000 sec): 3 clusters
  Score: Raw -205038.821372 + Penalty 2542.944928 = -202495.876444
  nChanged 49
		SP:Iteration 10Q (104547.740000 sec): 3 clusters
  Score: Raw -205075.845594 + Penalty 2542.944928 = -202532.900667
  nChanged 44
		SP:Iteration 11Q (104547.790000 sec): 3 clusters
  Score: Raw -205107.962024 + Penalty 2542.944928 = -202565.017097
  nChanged 35
		SP:Iteration 12Q (104547.830000 sec): 3 clusters
  Score: Raw -205128.370654 + Penalty 2542.944928 = -202585.425727
  nChanged 33
		SP:Iteration 13Q (104547.880000 sec): 3 clusters
  Score: Raw -205154.072907 + Penalty 2542.944928 = -202611.127979
  nChanged 32
		SP:Iteration 14Q (104547.930000 sec): 3 clusters
  Score: Raw -205174.381622 + Penalty 2542.944928 = -202631.436695
  nChanged 22
		SP:Iteration 15Q (104547.980000 sec): 3 clusters
  Score: Raw -205183.969039 + Penalty 2542.944928 = -202641.024112
  nChanged 14
		SP:Iteration 16Q (104548.020000 sec): 3 clusters
  Score: Raw -205198.650116 + Penalty 2542.944928 = -202655.705189
  nChanged 19
		SP:Iteration 17Q (104548.070000 sec): 3 clusters
  Score: Raw -205216.427830 + Penalty 2542.944928 = -202673.482903
  nChanged 20
		SP:Iteration 18Q (104548.120000 sec): 3 clusters
  Score: Raw -205231.634108 + Penalty 2542.944928 = -202688.689181
  nChanged 29
		SP:Iteration 19Q (104548.160000 sec): 3 clusters
  Score: Raw -205252.217799 + Penalty 2542.944928 = -202709.272872
  nChanged 30
		SP:Iteration 20F (104548.210000 sec): 3 clusters
  Score: Raw -205268.045370 + Penalty 2542.944928 = -202725.100442
  nChanged 17
		SP:Iteration 21Q (104548.260000 sec): 3 clusters
  Score: Raw -205273.878781 + Penalty 2542.944928 = -202730.933854
  nChanged 10
		SP:Iteration 22Q (104548.300000 sec): 3 clusters
  Score: Raw -205277.891208 + Penalty 2542.944928 = -202734.946281
  nChanged 6
		SP:Iteration 23Q (104548.350000 sec): 3 clusters
  Score: Raw -205280.060458 + Penalty 2542.944928 = -202737.115530
  nChanged 8
		SP:Iteration 24Q (104548.400000 sec): 3 clusters
  Score: Raw -205285.856369 + Penalty 2542.944928 = -202742.911442
  nChanged 10
		SP:Iteration 25Q (104548.440000 sec): 3 clusters
  Score: Raw -205296.416083 + Penalty 2542.944928 = -202753.471155
  nChanged 13
		SP:Iteration 26Q (104548.490000 sec): 3 clusters
  Score: Raw -205304.924009 + Penalty 2542.944928 = -202761.979082
  nChanged 12
		SP:Iteration 27Q (104548.540000 sec): 3 clusters
  Score: Raw -205313.574532 + Penalty 2542.944928 = -202770.629604
  nChanged 20
		SP:Iteration 28Q (104548.580000 sec): 3 clusters
  Score: Raw -205324.069672 + Penalty 2542.944928 = -202781.124744
  nChanged 18
		SP:Iteration 29Q (104548.630000 sec): 3 clusters
  Score: Raw -205331.793801 + Penalty 2542.944928 = -202788.848874
  nChanged 11
		SP:Iteration 30Q (104548.680000 sec): 3 clusters
  Score: Raw -205335.994005 + Penalty 2542.944928 = -202793.049077
  nChanged 10
		SP:Iteration 31Q (104548.720000 sec): 3 clusters
  Score: Raw -205342.176855 + Penalty 2542.944928 = -202799.231928
  nChanged 16
		SP:Iteration 32Q (104548.770000 sec): 3 clusters
  Score: Raw -205350.804999 + Penalty 2542.944928 = -202807.860071
  nChanged 18
		SP:Iteration 33Q (104548.810000 sec): 3 clusters
  Score: Raw -205362.267918 + Penalty 2542.944928 = -202819.322990
  nChanged 19
		SP:Iteration 34Q (104548.860000 sec): 3 clusters
  Score: Raw -205371.892855 + Penalty 2542.944928 = -202828.947927
  nChanged 10
		SP:Iteration 35Q (104548.900000 sec): 3 clusters
  Score: Raw -205374.701089 + Penalty 2542.944928 = -202831.756161
  nChanged 9
		SP:Iteration 36Q (104548.950000 sec): 3 clusters
  Score: Raw -205379.600194 + Penalty 2542.944928 = -202836.655267
  nChanged 9
		SP:Iteration 37Q (104549.000000 sec): 3 clusters
  Score: Raw -205382.704431 + Penalty 2542.944928 = -202839.759504
  nChanged 6
		SP:Iteration 38Q (104549.040000 sec): 3 clusters
  Score: Raw -205385.910556 + Penalty 2542.944928 = -202842.965628
  nChanged 8
		SP:Iteration 39Q (104549.090000 sec): 3 clusters
  Score: Raw -205390.562618 + Penalty 2542.944928 = -202847.617690
  nChanged 10
		SP:Iteration 40F (104549.140000 sec): 3 clusters
  Score: Raw -205395.048989 + Penalty 2542.944928 = -202852.104061
  nChanged 9
		SP:Iteration 41Q (104549.180000 sec): 3 clusters
  Score: Raw -205399.029910 + Penalty 2542.944928 = -202856.084983
  nChanged 7
		SP:Iteration 42Q (104549.230000 sec): 3 clusters
  Score: Raw -205401.882370 + Penalty 2542.944928 = -202858.937443
  nChanged 6
		SP:Iteration 43Q (104549.280000 sec): 3 clusters
  Score: Raw -205404.378571 + Penalty 2542.944928 = -202861.433644
  nChanged 6
		SP:Iteration 44Q (104549.320000 sec): 3 clusters
  Score: Raw -205408.282834 + Penalty 2542.944928 = -202865.337906
  nChanged 7
		SP:Iteration 45Q (104549.370000 sec): 3 clusters
  Score: Raw -205412.186919 + Penalty 2542.944928 = -202869.241992
  nChanged 8
		SP:Iteration 46Q (104549.410000 sec): 3 clusters
  Score: Raw -205416.356330 + Penalty 2542.944928 = -202873.411402
  nChanged 8
		SP:Iteration 47Q (104549.460000 sec): 3 clusters
  Score: Raw -205421.331816 + Penalty 2542.944928 = -202878.386889
  nChanged 6
		SP:Iteration 48Q (104549.500000 sec): 3 clusters
  Score: Raw -205424.533953 + Penalty 2542.944928 = -202881.589026
  nChanged 6
		SP:Iteration 49Q (104549.550000 sec): 3 clusters
  Score: Raw -205427.219227 + Penalty 2542.944928 = -202884.274300
  nChanged 5
		SP:Iteration 50Q (104549.600000 sec): 3 clusters
  Score: Raw -205429.355339 + Penalty 2542.944928 = -202886.410412
  nChanged 3
		SP:Iteration 51Q (104549.640000 sec): 3 clusters
  Score: Raw -205430.564168 + Penalty 2542.944928 = -202887.619241
  nChanged 2
		SP:Iteration 52Q (104549.690000 sec): 3 clusters
  Score: Raw -205432.003045 + Penalty 2542.944928 = -202889.058117
  nChanged 2
		SP:Iteration 53Q (104549.740000 sec): 3 clusters
  Score: Raw -205433.638257 + Penalty 2542.944928 = -202890.693330
  nChanged 1
		SP:Iteration 54Q (104549.780000 sec): 3 clusters
  Score: Raw -205434.118640 + Penalty 2542.944928 = -202891.173712
  nChanged 1
		SP:Iteration 55Q (104549.830000 sec): 3 clusters
  Score: Raw -205434.964012 + Penalty 2542.944928 = -202892.019085
  nChanged 3
		SP:Iteration 56Q (104549.870000 sec): 3 clusters
  Score: Raw -205436.018293 + Penalty 2542.944928 = -202893.073365
  nChanged 3
		SP:Iteration 57Q (104549.920000 sec): 3 clusters
  Score: Raw -205437.129518 + Penalty 2542.944928 = -202894.184591
  nChanged 1
		SP:Iteration 58Q (104549.960000 sec): 3 clusters
  Score: Raw -205437.524818 + Penalty 2542.944928 = -202894.579890
  nChanged 1
		SP:Iteration 59Q (104550.010000 sec): 3 clusters
  Score: Raw -205438.254515 + Penalty 2542.944928 = -202895.309588
  nChanged 2
		SP:Iteration 60F (104550.060000 sec): 3 clusters
  Score: Raw -205439.958347 + Penalty 2542.944928 = -202897.013419
  nChanged 4
		SP:Iteration 61Q (104550.100000 sec): 3 clusters
  Score: Raw -205441.289132 + Penalty 2542.944928 = -202898.344205
  nChanged 3
		SP:Iteration 62Q (104550.150000 sec): 3 clusters
  Score: Raw -205442.177827 + Penalty 2542.944928 = -202899.232900
  nChanged 5
		SP:Iteration 63Q (104550.200000 sec): 3 clusters
  Score: Raw -205444.853371 + Penalty 2542.944928 = -202901.908444
  nChanged 4
		SP:Iteration 64Q (104550.240000 sec): 3 clusters
  Score: Raw -205447.321173 + Penalty 2542.944928 = -202904.376245
  nChanged 4
		SP:Iteration 65Q (104550.290000 sec): 3 clusters
  Score: Raw -205449.075940 + Penalty 2542.944928 = -202906.131012
  nChanged 3
		SP:Iteration 66Q (104550.340000 sec): 3 clusters
  Score: Raw -205450.729932 + Penalty 2542.944928 = -202907.785004
  nChanged 2
		SP:Iteration 67Q (104550.380000 sec): 3 clusters
  Score: Raw -205452.669525 + Penalty 2542.944928 = -202909.724598
  nChanged 9
		SP:Iteration 68Q (104550.430000 sec): 3 clusters
  Score: Raw -205456.300945 + Penalty 2542.944928 = -202913.356018
  nChanged 3
		SP:Iteration 69Q (104550.470000 sec): 3 clusters
  Score: Raw -205457.953652 + Penalty 2542.944928 = -202915.008724
  nChanged 0
		SP:Iteration 70F (104550.520000 sec): 3 clusters
  Score: Raw -205457.953652 + Penalty 2542.944928 = -202915.008724
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 64 (2268 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (104550.580000 sec): 2 clusters
  Score: Raw -216735.952656 + Penalty 1255.581221 = -215480.371435
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (104550.630000 sec): 3 clusters
  Score: Raw -215758.941678 + Penalty 2511.162441 = -213247.779237
  nChanged 777
		SP:Iteration 1F (104550.670000 sec): 3 clusters
  Score: Raw -216229.918103 + Penalty 2511.162441 = -213718.755662
  nChanged 163
		SP:Iteration 2F (104550.710000 sec): 3 clusters
  Score: Raw -216342.275952 + Penalty 2511.162441 = -213831.113511
  nChanged 108
		SP:Iteration 3Q (104550.760000 sec): 3 clusters
  Score: Raw -216414.825889 + Penalty 2511.162441 = -213903.663448
  nChanged 78
		SP:Iteration 4Q (104550.800000 sec): 3 clusters
  Score: Raw -216455.096966 + Penalty 2511.162441 = -213943.934525
  nChanged 45
		SP:Iteration 5Q (104550.840000 sec): 3 clusters
  Score: Raw -216473.348566 + Penalty 2511.162441 = -213962.186125
  nChanged 32
		SP:Iteration 6Q (104550.890000 sec): 3 clusters
  Score: Raw -216492.976367 + Penalty 2511.162441 = -213981.813926
  nChanged 27
		SP:Iteration 7Q (104550.930000 sec): 3 clusters
  Score: Raw -216506.200494 + Penalty 2511.162441 = -213995.038053
  nChanged 27
		SP:Iteration 8Q (104550.970000 sec): 3 clusters
  Score: Raw -216519.457004 + Penalty 2511.162441 = -214008.294563
  nChanged 21
		SP:Iteration 9Q (104551.020000 sec): 3 clusters
  Score: Raw -216532.358042 + Penalty 2511.162441 = -214021.195601
  nChanged 19
		SP:Iteration 10Q (104551.060000 sec): 3 clusters
  Score: Raw -216542.414641 + Penalty 2511.162441 = -214031.252200
  nChanged 21
		SP:Iteration 11Q (104551.100000 sec): 3 clusters
  Score: Raw -216550.903963 + Penalty 2511.162441 = -214039.741522
  nChanged 17
		SP:Iteration 12Q (104551.150000 sec): 3 clusters
  Score: Raw -216558.448337 + Penalty 2511.162441 = -214047.285896
  nChanged 13
		SP:Iteration 13Q (104551.190000 sec): 3 clusters
  Score: Raw -216564.255700 + Penalty 2511.162441 = -214053.093259
  nChanged 11
		SP:Iteration 14Q (104551.230000 sec): 3 clusters
  Score: Raw -216570.562289 + Penalty 2511.162441 = -214059.399848
  nChanged 16
		SP:Iteration 15Q (104551.280000 sec): 3 clusters
  Score: Raw -216578.364552 + Penalty 2511.162441 = -214067.202111
  nChanged 15
		SP:Iteration 16Q (104551.320000 sec): 3 clusters
  Score: Raw -216584.439982 + Penalty 2511.162441 = -214073.277541
  nChanged 10
		SP:Iteration 17Q (104551.360000 sec): 3 clusters
  Score: Raw -216588.609065 + Penalty 2511.162441 = -214077.446624
  nChanged 9
		SP:Iteration 18Q (104551.410000 sec): 3 clusters
  Score: Raw -216592.829789 + Penalty 2511.162441 = -214081.667348
  nChanged 12
		SP:Iteration 19Q (104551.450000 sec): 3 clusters
  Score: Raw -216597.592089 + Penalty 2511.162441 = -214086.429648
  nChanged 10
		SP:Iteration 20F (104551.490000 sec): 3 clusters
  Score: Raw -216601.302899 + Penalty 2511.162441 = -214090.140458
  nChanged 6
		SP:Iteration 21Q (104551.540000 sec): 3 clusters
  Score: Raw -216604.445118 + Penalty 2511.162441 = -214093.282677
  nChanged 7
		SP:Iteration 22Q (104551.580000 sec): 3 clusters
  Score: Raw -216607.123755 + Penalty 2511.162441 = -214095.961314
  nChanged 11
		SP:Iteration 23Q (104551.620000 sec): 3 clusters
  Score: Raw -216611.531831 + Penalty 2511.162441 = -214100.369390
  nChanged 11
		SP:Iteration 24Q (104551.670000 sec): 3 clusters
  Score: Raw -216615.749987 + Penalty 2511.162441 = -214104.587546
  nChanged 9
		SP:Iteration 25Q (104551.710000 sec): 3 clusters
  Score: Raw -216618.984789 + Penalty 2511.162441 = -214107.822348
  nChanged 9
		SP:Iteration 26Q (104551.760000 sec): 3 clusters
  Score: Raw -216623.598720 + Penalty 2511.162441 = -214112.436279
  nChanged 9
		SP:Iteration 27Q (104551.800000 sec): 3 clusters
  Score: Raw -216627.870637 + Penalty 2511.162441 = -214116.708196
  nChanged 8
		SP:Iteration 28Q (104551.840000 sec): 3 clusters
  Score: Raw -216631.524864 + Penalty 2511.162441 = -214120.362423
  nChanged 7
		SP:Iteration 29Q (104551.880000 sec): 3 clusters
  Score: Raw -216634.317254 + Penalty 2511.162441 = -214123.154813
  nChanged 5
		SP:Iteration 30Q (104551.930000 sec): 3 clusters
  Score: Raw -216635.953035 + Penalty 2511.162441 = -214124.790594
  nChanged 3
		SP:Iteration 31Q (104551.970000 sec): 3 clusters
  Score: Raw -216637.056496 + Penalty 2511.162441 = -214125.894055
  nChanged 5
		SP:Iteration 32Q (104552.020000 sec): 3 clusters
  Score: Raw -216638.375534 + Penalty 2511.162441 = -214127.213093
  nChanged 3
		SP:Iteration 33Q (104552.060000 sec): 3 clusters
  Score: Raw -216638.728698 + Penalty 2511.162441 = -214127.566257
  nChanged 1
		SP:Iteration 34Q (104552.100000 sec): 3 clusters
  Score: Raw -216639.069496 + Penalty 2511.162441 = -214127.907055
  nChanged 0
		SP:Iteration 35F (104552.140000 sec): 3 clusters
  Score: Raw -216639.069496 + Penalty 2511.162441 = -214127.907055
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 65 (8573 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (104552.260000 sec): 2 clusters
  Score: Raw -692678.944971 + Penalty 1471.660614 = -691207.284357
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (104552.420000 sec): 3 clusters
  Score: Raw -687983.942625 + Penalty 2943.321228 = -685040.621397
  nChanged 3649
		SP:Iteration 1F (104552.540000 sec): 3 clusters
  Score: Raw -690354.345428 + Penalty 2943.321228 = -687411.024200
  nChanged 710
		SP:Iteration 2F (104552.660000 sec): 3 clusters
  Score: Raw -690883.748383 + Penalty 2943.321228 = -687940.427156
  nChanged 626
		SP:Iteration 3F (104552.800000 sec): 3 clusters
  Score: Raw -691356.356022 + Penalty 2943.321228 = -688413.034794
  nChanged 548
		SP:Iteration 4F (104552.930000 sec): 3 clusters
  Score: Raw -691735.917270 + Penalty 2943.321228 = -688792.596043
  nChanged 454
		SP:Iteration 5F (104553.070000 sec): 3 clusters
  Score: Raw -692049.312665 + Penalty 2943.321228 = -689105.991438
  nChanged 379
		SP:Iteration 6Q (104553.210000 sec): 3 clusters
  Score: Raw -692292.336768 + Penalty 2943.321228 = -689349.015541
  nChanged 316
		SP:Iteration 7Q (104553.350000 sec): 3 clusters
  Score: Raw -692469.599832 + Penalty 2943.321228 = -689526.278604
  nChanged 248
		SP:Iteration 8Q (104553.500000 sec): 3 clusters
  Score: Raw -692595.173869 + Penalty 2943.321228 = -689651.852641
  nChanged 219
		SP:Iteration 9Q (104553.630000 sec): 3 clusters
  Score: Raw -692685.704195 + Penalty 2943.321228 = -689742.382967
  nChanged 163
		SP:Iteration 10Q (104553.750000 sec): 3 clusters
  Score: Raw -692753.105285 + Penalty 2943.321228 = -689809.784058
  nChanged 128
		SP:Iteration 11Q (104553.890000 sec): 3 clusters
  Score: Raw -692798.730473 + Penalty 2943.321228 = -689855.409245
  nChanged 110
		SP:Iteration 12Q (104554.030000 sec): 3 clusters
  Score: Raw -692841.625159 + Penalty 2943.321228 = -689898.303931
  nChanged 82
		SP:Iteration 13Q (104554.170000 sec): 3 clusters
  Score: Raw -692864.893696 + Penalty 2943.321228 = -689921.572468
  nChanged 67
		SP:Iteration 14Q (104554.310000 sec): 3 clusters
  Score: Raw -692883.249862 + Penalty 2943.321228 = -689939.928634
  nChanged 58
		SP:Iteration 15Q (104554.440000 sec): 3 clusters
  Score: Raw -692896.929062 + Penalty 2943.321228 = -689953.607835
  nChanged 40
		SP:Iteration 16Q (104554.580000 sec): 3 clusters
  Score: Raw -692906.964555 + Penalty 2943.321228 = -689963.643328
  nChanged 36
		SP:Iteration 17Q (104554.710000 sec): 3 clusters
  Score: Raw -692914.844405 + Penalty 2943.321228 = -689971.523178
  nChanged 41
		SP:Iteration 18Q (104554.830000 sec): 3 clusters
  Score: Raw -692922.806320 + Penalty 2943.321228 = -689979.485092
  nChanged 34
		SP:Iteration 19Q (104554.970000 sec): 3 clusters
  Score: Raw -692930.446290 + Penalty 2943.321228 = -689987.125063
  nChanged 37
		SP:Iteration 20F (104555.100000 sec): 3 clusters
  Score: Raw -692937.270111 + Penalty 2943.321228 = -689993.948883
  nChanged 27
		SP:Iteration 21Q (104555.240000 sec): 3 clusters
  Score: Raw -692941.629949 + Penalty 2943.321228 = -689998.308721
  nChanged 19
		SP:Iteration 22Q (104555.380000 sec): 3 clusters
  Score: Raw -692944.294609 + Penalty 2943.321228 = -690000.973381
  nChanged 13
		SP:Iteration 23Q (104555.510000 sec): 3 clusters
  Score: Raw -692946.026130 + Penalty 2943.321228 = -690002.704902
  nChanged 8
		SP:Iteration 24Q (104555.650000 sec): 3 clusters
  Score: Raw -692946.968968 + Penalty 2943.321228 = -690003.647740
  nChanged 3
		SP:Iteration 25Q (104555.790000 sec): 3 clusters
  Score: Raw -692947.182578 + Penalty 2943.321228 = -690003.861350
  nChanged 2
		SP:Iteration 26Q (104555.920000 sec): 3 clusters
  Score: Raw -692947.367070 + Penalty 2943.321228 = -690004.045843
  nChanged 0
		SP:Iteration 27F (104556.040000 sec): 3 clusters
  Score: Raw -692947.367070 + Penalty 2943.321228 = -690004.045843
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 66 (1001 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (104556.100000 sec): 2 clusters
  Score: Raw -89539.877766 + Penalty 1122.672652 = -88417.205114
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (104556.120000 sec): 3 clusters
  Score: Raw -89224.894762 + Penalty 2245.345303 = -86979.549459
  nChanged 292
		SP:Iteration 1F (104556.140000 sec): 3 clusters
  Score: Raw -89504.838044 + Penalty 2245.345303 = -87259.492740
  nChanged 69
		SP:Iteration 2F (104556.160000 sec): 3 clusters
  Score: Raw -89570.969398 + Penalty 2245.345303 = -87325.624095
  nChanged 38
		SP:Iteration 3Q (104556.190000 sec): 3 clusters
  Score: Raw -89609.673717 + Penalty 2245.345303 = -87364.328414
  nChanged 18
		SP:Iteration 4Q (104556.210000 sec): 3 clusters
  Score: Raw -89631.007947 + Penalty 2245.345303 = -87385.662644
  nChanged 14
		SP:Iteration 5Q (104556.230000 sec): 3 clusters
  Score: Raw -89644.338278 + Penalty 2245.345303 = -87398.992975
  nChanged 15
		SP:Iteration 6Q (104556.250000 sec): 3 clusters
  Score: Raw -89656.548163 + Penalty 2245.345303 = -87411.202860
  nChanged 13
		SP:Iteration 7Q (104556.270000 sec): 3 clusters
  Score: Raw -89666.168124 + Penalty 2245.345303 = -87420.822821
  nChanged 5
		SP:Iteration 8Q (104556.290000 sec): 3 clusters
  Score: Raw -89671.796335 + Penalty 2245.345303 = -87426.451031
  nChanged 6
		SP:Iteration 9Q (104556.310000 sec): 3 clusters
  Score: Raw -89676.692497 + Penalty 2245.345303 = -87431.347194
  nChanged 4
		SP:Iteration 10Q (104556.330000 sec): 3 clusters
  Score: Raw -89681.174179 + Penalty 2245.345303 = -87435.828876
  nChanged 7
		SP:Iteration 11Q (104556.360000 sec): 3 clusters
  Score: Raw -89686.204309 + Penalty 2245.345303 = -87440.859006
  nChanged 3
		SP:Iteration 12Q (104556.380000 sec): 3 clusters
  Score: Raw -89688.635757 + Penalty 2245.345303 = -87443.290454
  nChanged 2
		SP:Iteration 13Q (104556.400000 sec): 3 clusters
  Score: Raw -89689.281976 + Penalty 2245.345303 = -87443.936673
  nChanged 0
		SP:Iteration 14F (104556.420000 sec): 3 clusters
  Score: Raw -89689.281976 + Penalty 2245.345303 = -87443.936673
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 67 (4329 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (104556.490000 sec): 2 clusters
  Score: Raw -356695.688081 + Penalty 1360.627425 = -355335.060655
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (104556.580000 sec): 3 clusters
  Score: Raw -354536.396224 + Penalty 2721.254850 = -351815.141373
  nChanged 1725
		SP:Iteration 1F (104556.660000 sec): 3 clusters
  Score: Raw -355636.024280 + Penalty 2721.254850 = -352914.769429
  nChanged 376
		SP:Iteration 2F (104556.740000 sec): 3 clusters
  Score: Raw -355925.270338 + Penalty 2721.254850 = -353204.015488
  nChanged 294
		SP:Iteration 3F (104556.820000 sec): 3 clusters
  Score: Raw -356166.894733 + Penalty 2721.254850 = -353445.639882
  nChanged 227
		SP:Iteration 4F (104556.900000 sec): 3 clusters
  Score: Raw -356358.417379 + Penalty 2721.254850 = -353637.162528
  nChanged 176
		SP:Iteration 5Q (104556.980000 sec): 3 clusters
  Score: Raw -356491.219799 + Penalty 2721.254850 = -353769.964949
  nChanged 167
		SP:Iteration 6Q (104557.060000 sec): 3 clusters
  Score: Raw -356595.408732 + Penalty 2721.254850 = -353874.153881
  nChanged 128
		SP:Iteration 7Q (104557.140000 sec): 3 clusters
  Score: Raw -356675.810739 + Penalty 2721.254850 = -353954.555888
  nChanged 125
		SP:Iteration 8Q (104557.220000 sec): 3 clusters
  Score: Raw -356752.165716 + Penalty 2721.254850 = -354030.910866
  nChanged 91
		SP:Iteration 9Q (104557.300000 sec): 3 clusters
  Score: Raw -356799.616514 + Penalty 2721.254850 = -354078.361663
  nChanged 74
		SP:Iteration 10Q (104557.380000 sec): 3 clusters
  Score: Raw -356838.864286 + Penalty 2721.254850 = -354117.609436
  nChanged 57
		SP:Iteration 11Q (104557.460000 sec): 3 clusters
  Score: Raw -356863.377665 + Penalty 2721.254850 = -354142.122815
  nChanged 57
		SP:Iteration 12Q (104557.550000 sec): 3 clusters
  Score: Raw -356886.720748 + Penalty 2721.254850 = -354165.465898
  nChanged 45
		SP:Iteration 13Q (104557.630000 sec): 3 clusters
  Score: Raw -356901.935292 + Penalty 2721.254850 = -354180.680441
  nChanged 36
		SP:Iteration 14Q (104557.710000 sec): 3 clusters
  Score: Raw -356912.961310 + Penalty 2721.254850 = -354191.706459
  nChanged 27
		SP:Iteration 15Q (104557.790000 sec): 3 clusters
  Score: Raw -356924.185142 + Penalty 2721.254850 = -354202.930291
  nChanged 35
		SP:Iteration 16Q (104557.870000 sec): 3 clusters
  Score: Raw -356936.140234 + Penalty 2721.254850 = -354214.885383
  nChanged 33
		SP:Iteration 17Q (104557.950000 sec): 3 clusters
  Score: Raw -356945.985454 + Penalty 2721.254850 = -354224.730604
  nChanged 27
		SP:Iteration 18Q (104558.030000 sec): 3 clusters
  Score: Raw -356955.496412 + Penalty 2721.254850 = -354234.241562
  nChanged 26
		SP:Iteration 19Q (104558.110000 sec): 3 clusters
  Score: Raw -356967.024101 + Penalty 2721.254850 = -354245.769250
  nChanged 32
		SP:Iteration 20F (104558.190000 sec): 3 clusters
  Score: Raw -356977.063372 + Penalty 2721.254850 = -354255.808521
  nChanged 29
		SP:Iteration 21Q (104558.270000 sec): 3 clusters
  Score: Raw -356985.981542 + Penalty 2721.254850 = -354264.726692
  nChanged 24
		SP:Iteration 22Q (104558.350000 sec): 3 clusters
  Score: Raw -356993.830148 + Penalty 2721.254850 = -354272.575298
  nChanged 19
		SP:Iteration 23Q (104558.430000 sec): 3 clusters
  Score: Raw -357000.346333 + Penalty 2721.254850 = -354279.091482
  nChanged 26
		SP:Iteration 24Q (104558.510000 sec): 3 clusters
  Score: Raw -357011.466938 + Penalty 2721.254850 = -354290.212088
  nChanged 32
		SP:Iteration 25Q (104558.590000 sec): 3 clusters
  Score: Raw -357022.175736 + Penalty 2721.254850 = -354300.920886
  nChanged 26
		SP:Iteration 26Q (104558.670000 sec): 3 clusters
  Score: Raw -357030.671474 + Penalty 2721.254850 = -354309.416624
  nChanged 27
		SP:Iteration 27Q (104558.750000 sec): 3 clusters
  Score: Raw -357038.718916 + Penalty 2721.254850 = -354317.464065
  nChanged 27
		SP:Iteration 28Q (104558.830000 sec): 3 clusters
  Score: Raw -357047.550384 + Penalty 2721.254850 = -354326.295534
  nChanged 16
		SP:Iteration 29Q (104558.910000 sec): 3 clusters
  Score: Raw -357051.426445 + Penalty 2721.254850 = -354330.171594
  nChanged 6
		SP:Iteration 30Q (104558.990000 sec): 3 clusters
  Score: Raw -357052.662504 + Penalty 2721.254850 = -354331.407654
  nChanged 2
		SP:Iteration 31Q (104559.070000 sec): 3 clusters
  Score: Raw -357053.119374 + Penalty 2721.254850 = -354331.864523
  nChanged 2
		SP:Iteration 32Q (104559.150000 sec): 3 clusters
  Score: Raw -357053.761222 + Penalty 2721.254850 = -354332.506371
  nChanged 4
		SP:Iteration 33Q (104559.230000 sec): 3 clusters
  Score: Raw -357054.635473 + Penalty 2721.254850 = -354333.380623
  nChanged 4
		SP:Iteration 34Q (104559.300000 sec): 3 clusters
  Score: Raw -357055.625119 + Penalty 2721.254850 = -354334.370269
  nChanged 2
		SP:Iteration 35Q (104559.380000 sec): 3 clusters
  Score: Raw -357056.287187 + Penalty 2721.254850 = -354335.032336
  nChanged 7
		SP:Iteration 36Q (104559.460000 sec): 3 clusters
  Score: Raw -357058.041345 + Penalty 2721.254850 = -354336.786495
  nChanged 8
		SP:Iteration 37Q (104559.540000 sec): 3 clusters
  Score: Raw -357059.811345 + Penalty 2721.254850 = -354338.556494
  nChanged 4
		SP:Iteration 38Q (104559.620000 sec): 3 clusters
  Score: Raw -357060.616034 + Penalty 2721.254850 = -354339.361184
  nChanged 2
		SP:Iteration 39Q (104559.700000 sec): 3 clusters
  Score: Raw -357061.592208 + Penalty 2721.254850 = -354340.337357
  nChanged 6
		SP:Iteration 40F (104559.780000 sec): 3 clusters
  Score: Raw -357062.768852 + Penalty 2721.254850 = -354341.514002
  nChanged 6
		SP:Iteration 41Q (104559.860000 sec): 3 clusters
  Score: Raw -357064.231423 + Penalty 2721.254850 = -354342.976572
  nChanged 6
		SP:Iteration 42Q (104559.940000 sec): 3 clusters
  Score: Raw -357065.686931 + Penalty 2721.254850 = -354344.432081
  nChanged 5
		SP:Iteration 43Q (104560.020000 sec): 3 clusters
  Score: Raw -357066.909342 + Penalty 2721.254850 = -354345.654492
  nChanged 6
		SP:Iteration 44Q (104560.100000 sec): 3 clusters
  Score: Raw -357068.205934 + Penalty 2721.254850 = -354346.951084
  nChanged 10
		SP:Iteration 45Q (104560.180000 sec): 3 clusters
  Score: Raw -357070.239010 + Penalty 2721.254850 = -354348.984159
  nChanged 9
		SP:Iteration 46Q (104560.260000 sec): 3 clusters
  Score: Raw -357072.436214 + Penalty 2721.254850 = -354351.181364
  nChanged 8
		SP:Iteration 47Q (104560.340000 sec): 3 clusters
  Score: Raw -357074.973343 + Penalty 2721.254850 = -354353.718493
  nChanged 11
		SP:Iteration 48Q (104560.420000 sec): 3 clusters
  Score: Raw -357077.994086 + Penalty 2721.254850 = -354356.739236
  nChanged 14
		SP:Iteration 49Q (104560.500000 sec): 3 clusters
  Score: Raw -357080.855257 + Penalty 2721.254850 = -354359.600407
  nChanged 10
		SP:Iteration 50Q (104560.580000 sec): 3 clusters
  Score: Raw -357082.739766 + Penalty 2721.254850 = -354361.484915
  nChanged 6
		SP:Iteration 51Q (104560.660000 sec): 3 clusters
  Score: Raw -357084.706727 + Penalty 2721.254850 = -354363.451876
  nChanged 5
		SP:Iteration 52Q (104560.740000 sec): 3 clusters
  Score: Raw -357085.838226 + Penalty 2721.254850 = -354364.583376
  nChanged 6
		SP:Iteration 53Q (104560.820000 sec): 3 clusters
  Score: Raw -357087.185233 + Penalty 2721.254850 = -354365.930382
  nChanged 3
		SP:Iteration 54Q (104560.900000 sec): 3 clusters
  Score: Raw -357089.060229 + Penalty 2721.254850 = -354367.805378
  nChanged 10
		SP:Iteration 55Q (104560.980000 sec): 3 clusters
  Score: Raw -357091.701396 + Penalty 2721.254850 = -354370.446545
  nChanged 9
		SP:Iteration 56Q (104561.060000 sec): 3 clusters
  Score: Raw -357093.916818 + Penalty 2721.254850 = -354372.661967
  nChanged 8
		SP:Iteration 57Q (104561.140000 sec): 3 clusters
  Score: Raw -357096.146291 + Penalty 2721.254850 = -354374.891441
  nChanged 6
		SP:Iteration 58Q (104561.220000 sec): 3 clusters
  Score: Raw -357097.643741 + Penalty 2721.254850 = -354376.388890
  nChanged 6
		SP:Iteration 59Q (104561.300000 sec): 3 clusters
  Score: Raw -357100.393218 + Penalty 2721.254850 = -354379.138368
  nChanged 8
		SP:Iteration 60F (104561.380000 sec): 3 clusters
  Score: Raw -357103.092578 + Penalty 2721.254850 = -354381.837727
  nChanged 11
		SP:Iteration 61Q (104561.460000 sec): 3 clusters
  Score: Raw -357106.888889 + Penalty 2721.254850 = -354385.634038
  nChanged 12
		SP:Iteration 62Q (104561.540000 sec): 3 clusters
  Score: Raw -357110.661605 + Penalty 2721.254850 = -354389.406755
  nChanged 12
		SP:Iteration 63Q (104561.610000 sec): 3 clusters
  Score: Raw -357114.679024 + Penalty 2721.254850 = -354393.424174
  nChanged 10
		SP:Iteration 64Q (104561.690000 sec): 3 clusters
  Score: Raw -357119.441654 + Penalty 2721.254850 = -354398.186803
  nChanged 17
		SP:Iteration 65Q (104561.770000 sec): 3 clusters
  Score: Raw -357128.956547 + Penalty 2721.254850 = -354407.701697
  nChanged 32
		SP:Iteration 66Q (104561.850000 sec): 3 clusters
  Score: Raw -357143.340917 + Penalty 2721.254850 = -354422.086066
  nChanged 24
		SP:Iteration 67Q (104561.930000 sec): 3 clusters
  Score: Raw -357153.049437 + Penalty 2721.254850 = -354431.794587
  nChanged 21
		SP:Iteration 68Q (104562.010000 sec): 3 clusters
  Score: Raw -357159.908934 + Penalty 2721.254850 = -354438.654083
  nChanged 18
		SP:Iteration 69Q (104562.090000 sec): 3 clusters
  Score: Raw -357166.991245 + Penalty 2721.254850 = -354445.736395
  nChanged 14
		SP:Iteration 70Q (104562.170000 sec): 3 clusters
  Score: Raw -357171.847070 + Penalty 2721.254850 = -354450.592219
  nChanged 15
		SP:Iteration 71Q (104562.250000 sec): 3 clusters
  Score: Raw -357176.210517 + Penalty 2721.254850 = -354454.955666
  nChanged 12
		SP:Iteration 72Q (104562.330000 sec): 3 clusters
  Score: Raw -357179.416625 + Penalty 2721.254850 = -354458.161774
  nChanged 10
		SP:Iteration 73Q (104562.410000 sec): 3 clusters
  Score: Raw -357181.942674 + Penalty 2721.254850 = -354460.687824
  nChanged 9
		SP:Iteration 74Q (104562.490000 sec): 3 clusters
  Score: Raw -357185.086397 + Penalty 2721.254850 = -354463.831547
  nChanged 12
		SP:Iteration 75Q (104562.570000 sec): 3 clusters
  Score: Raw -357189.500407 + Penalty 2721.254850 = -354468.245557
  nChanged 7
		SP:Iteration 76Q (104562.650000 sec): 3 clusters
  Score: Raw -357191.022666 + Penalty 2721.254850 = -354469.767815
  nChanged 5
		SP:Iteration 77Q (104562.730000 sec): 3 clusters
  Score: Raw -357192.144347 + Penalty 2721.254850 = -354470.889496
  nChanged 2
		SP:Iteration 78Q (104562.810000 sec): 3 clusters
  Score: Raw -357192.429076 + Penalty 2721.254850 = -354471.174225
  nChanged 1
		SP:Iteration 79Q (104562.890000 sec): 3 clusters
  Score: Raw -357192.688270 + Penalty 2721.254850 = -354471.433419
  nChanged 0
		SP:Iteration 80F (104562.970000 sec): 3 clusters
  Score: Raw -357192.688270 + Penalty 2721.254850 = -354471.433419
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 68 (9048 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (104563.070000 sec): 2 clusters
  Score: Raw -748740.665738 + Penalty 1480.423590 = -747260.242147
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (104563.230000 sec): 3 clusters
  Score: Raw -743675.545267 + Penalty 2960.847181 = -740714.698086
  nChanged 3905
		SP:Iteration 1F (104563.390000 sec): 3 clusters
  Score: Raw -745774.035175 + Penalty 2960.847181 = -742813.187995
  nChanged 635
		SP:Iteration 2F (104563.540000 sec): 3 clusters
  Score: Raw -746194.880118 + Penalty 2960.847181 = -743234.032937
  nChanged 636
		SP:Iteration 3F (104563.670000 sec): 3 clusters
  Score: Raw -746797.348818 + Penalty 2960.847181 = -743836.501637
  nChanged 705
		SP:Iteration 4F (104563.800000 sec): 3 clusters
  Score: Raw -747549.691808 + Penalty 2960.847181 = -744588.844627
  nChanged 732
		SP:Iteration 5F (104563.940000 sec): 3 clusters
  Score: Raw -748226.844298 + Penalty 2960.847181 = -745265.997117
  nChanged 617
		SP:Iteration 6F (104564.080000 sec): 3 clusters
  Score: Raw -748693.609362 + Penalty 2960.847181 = -745732.762181
  nChanged 478
		SP:Iteration 7F (104564.230000 sec): 3 clusters
  Score: Raw -749019.315662 + Penalty 2960.847181 = -746058.468481
  nChanged 368
		SP:Iteration 8Q (104564.370000 sec): 3 clusters
  Score: Raw -749246.991932 + Penalty 2960.847181 = -746286.144751
  nChanged 264
		SP:Iteration 9Q (104564.510000 sec): 3 clusters
  Score: Raw -749413.801355 + Penalty 2960.847181 = -746452.954174
  nChanged 212
		SP:Iteration 10Q (104564.650000 sec): 3 clusters
  Score: Raw -749546.786166 + Penalty 2960.847181 = -746585.938985
  nChanged 173
		SP:Iteration 11Q (104564.800000 sec): 3 clusters
  Score: Raw -749652.380951 + Penalty 2960.847181 = -746691.533770
  nChanged 155
		SP:Iteration 12Q (104564.940000 sec): 3 clusters
  Score: Raw -749745.394480 + Penalty 2960.847181 = -746784.547299
  nChanged 120
		SP:Iteration 13Q (104565.080000 sec): 3 clusters
  Score: Raw -749806.970030 + Penalty 2960.847181 = -746846.122849
  nChanged 108
		SP:Iteration 14Q (104565.220000 sec): 3 clusters
  Score: Raw -749872.641399 + Penalty 2960.847181 = -746911.794218
  nChanged 99
		SP:Iteration 15Q (104565.360000 sec): 3 clusters
  Score: Raw -749935.278281 + Penalty 2960.847181 = -746974.431100
  nChanged 96
		SP:Iteration 16Q (104565.490000 sec): 3 clusters
  Score: Raw -749982.051678 + Penalty 2960.847181 = -747021.204497
  nChanged 83
		SP:Iteration 17Q (104565.630000 sec): 3 clusters
  Score: Raw -750022.120438 + Penalty 2960.847181 = -747061.273257
  nChanged 76
		SP:Iteration 18Q (104565.770000 sec): 3 clusters
  Score: Raw -750060.620229 + Penalty 2960.847181 = -747099.773048
  nChanged 79
		SP:Iteration 19Q (104565.910000 sec): 3 clusters
  Score: Raw -750096.917005 + Penalty 2960.847181 = -747136.069824
  nChanged 72
		SP:Iteration 20F (104566.050000 sec): 3 clusters
  Score: Raw -750128.090372 + Penalty 2960.847181 = -747167.243191
  nChanged 48
		SP:Iteration 21Q (104566.180000 sec): 3 clusters
  Score: Raw -750148.769987 + Penalty 2960.847181 = -747187.922806
  nChanged 48
		SP:Iteration 22Q (104566.300000 sec): 3 clusters
  Score: Raw -750168.385827 + Penalty 2960.847181 = -747207.538646
  nChanged 42
		SP:Iteration 23Q (104566.440000 sec): 3 clusters
  Score: Raw -750181.542605 + Penalty 2960.847181 = -747220.695424
  nChanged 31
		SP:Iteration 24Q (104566.580000 sec): 3 clusters
  Score: Raw -750187.827957 + Penalty 2960.847181 = -747226.980777
  nChanged 18
		SP:Iteration 25Q (104566.710000 sec): 3 clusters
  Score: Raw -750192.481139 + Penalty 2960.847181 = -747231.633958
  nChanged 21
		SP:Iteration 26Q (104566.850000 sec): 3 clusters
  Score: Raw -750197.061308 + Penalty 2960.847181 = -747236.214127
  nChanged 14
		SP:Iteration 27Q (104566.990000 sec): 3 clusters
  Score: Raw -750200.172485 + Penalty 2960.847181 = -747239.325304
  nChanged 14
		SP:Iteration 28Q (104567.120000 sec): 3 clusters
  Score: Raw -750202.541537 + Penalty 2960.847181 = -747241.694356
  nChanged 10
		SP:Iteration 29Q (104567.250000 sec): 3 clusters
  Score: Raw -750204.818608 + Penalty 2960.847181 = -747243.971427
  nChanged 9
		SP:Iteration 30Q (104567.390000 sec): 3 clusters
  Score: Raw -750206.831513 + Penalty 2960.847181 = -747245.984333
  nChanged 8
		SP:Iteration 31Q (104567.520000 sec): 3 clusters
  Score: Raw -750208.970159 + Penalty 2960.847181 = -747248.122978
  nChanged 10
		SP:Iteration 32Q (104567.660000 sec): 3 clusters
  Score: Raw -750212.263594 + Penalty 2960.847181 = -747251.416414
  nChanged 10
		SP:Iteration 33Q (104567.800000 sec): 3 clusters
  Score: Raw -750214.614592 + Penalty 2960.847181 = -747253.767412
  nChanged 5
		SP:Iteration 34Q (104567.940000 sec): 3 clusters
  Score: Raw -750215.764537 + Penalty 2960.847181 = -747254.917356
  nChanged 3
		SP:Iteration 35Q (104568.060000 sec): 3 clusters
  Score: Raw -750216.376163 + Penalty 2960.847181 = -747255.528982
  nChanged 3
		SP:Iteration 36Q (104568.200000 sec): 3 clusters
  Score: Raw -750217.123121 + Penalty 2960.847181 = -747256.275940
  nChanged 4
		SP:Iteration 37Q (104568.330000 sec): 3 clusters
  Score: Raw -750217.685840 + Penalty 2960.847181 = -747256.838659
  nChanged 3
		SP:Iteration 38Q (104568.470000 sec): 3 clusters
  Score: Raw -750218.133149 + Penalty 2960.847181 = -747257.285968
  nChanged 1
		SP:Iteration 39Q (104568.600000 sec): 3 clusters
  Score: Raw -750218.327930 + Penalty 2960.847181 = -747257.480750
  nChanged 1
		SP:Iteration 40F (104568.740000 sec): 3 clusters
  Score: Raw -750218.390062 + Penalty 2960.847181 = -747257.542882
  nChanged 1
		SP:Iteration 41Q (104568.880000 sec): 3 clusters
  Score: Raw -750218.857884 + Penalty 2960.847181 = -747258.010703
  nChanged 1
		SP:Iteration 42Q (104569.010000 sec): 3 clusters
  Score: Raw -750218.932725 + Penalty 2960.847181 = -747258.085544
  nChanged 1
		SP:Iteration 43Q (104569.140000 sec): 3 clusters
  Score: Raw -750219.079536 + Penalty 2960.847181 = -747258.232355
  nChanged 0
		SP:Iteration 44F (104569.280000 sec): 3 clusters
  Score: Raw -750219.079536 + Penalty 2960.847181 = -747258.232355
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 69 (3062 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (104569.360000 sec): 2 clusters
  Score: Raw -253986.966279 + Penalty 1304.358831 = -252682.607448
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (104569.430000 sec): 3 clusters
  Score: Raw -252553.733608 + Penalty 2608.717662 = -249945.015946
  nChanged 1141
		SP:Iteration 1F (104569.490000 sec): 3 clusters
  Score: Raw -253258.754800 + Penalty 2608.717662 = -250650.037138
  nChanged 268
		SP:Iteration 2F (104569.550000 sec): 3 clusters
  Score: Raw -253435.853562 + Penalty 2608.717662 = -250827.135900
  nChanged 173
		SP:Iteration 3F (104569.600000 sec): 3 clusters
  Score: Raw -253553.620057 + Penalty 2608.717662 = -250944.902395
  nChanged 152
		SP:Iteration 4Q (104569.660000 sec): 3 clusters
  Score: Raw -253657.323829 + Penalty 2608.717662 = -251048.606167
  nChanged 122
		SP:Iteration 5Q (104569.720000 sec): 3 clusters
  Score: Raw -253738.339921 + Penalty 2608.717662 = -251129.622259
  nChanged 89
		SP:Iteration 6Q (104569.780000 sec): 3 clusters
  Score: Raw -253790.467729 + Penalty 2608.717662 = -251181.750067
  nChanged 85
		SP:Iteration 7Q (104569.840000 sec): 3 clusters
  Score: Raw -253840.434863 + Penalty 2608.717662 = -251231.717201
  nChanged 79
		SP:Iteration 8Q (104569.890000 sec): 3 clusters
  Score: Raw -253883.603493 + Penalty 2608.717662 = -251274.885831
  nChanged 62
		SP:Iteration 9Q (104569.950000 sec): 3 clusters
  Score: Raw -253917.368182 + Penalty 2608.717662 = -251308.650519
  nChanged 64
		SP:Iteration 10Q (104570.010000 sec): 3 clusters
  Score: Raw -253949.359778 + Penalty 2608.717662 = -251340.642115
  nChanged 62
		SP:Iteration 11Q (104570.070000 sec): 3 clusters
  Score: Raw -253989.600867 + Penalty 2608.717662 = -251380.883204
  nChanged 76
		SP:Iteration 12Q (104570.120000 sec): 3 clusters
  Score: Raw -254043.523890 + Penalty 2608.717662 = -251434.806227
  nChanged 77
		SP:Iteration 13Q (104570.180000 sec): 3 clusters
  Score: Raw -254095.001843 + Penalty 2608.717662 = -251486.284181
  nChanged 61
		SP:Iteration 14Q (104570.240000 sec): 3 clusters
  Score: Raw -254139.288590 + Penalty 2608.717662 = -251530.570928
  nChanged 54
		SP:Iteration 15Q (104570.300000 sec): 3 clusters
  Score: Raw -254184.030216 + Penalty 2608.717662 = -251575.312554
  nChanged 55
		SP:Iteration 16Q (104570.360000 sec): 3 clusters
  Score: Raw -254236.784737 + Penalty 2608.717662 = -251628.067075
  nChanged 71
		SP:Iteration 17Q (104570.410000 sec): 3 clusters
  Score: Raw -254303.096686 + Penalty 2608.717662 = -251694.379024
  nChanged 76
		SP:Iteration 18Q (104570.470000 sec): 3 clusters
  Score: Raw -254399.443276 + Penalty 2608.717662 = -251790.725614
  nChanged 76
		SP:Iteration 19Q (104570.530000 sec): 3 clusters
  Score: Raw -254488.394962 + Penalty 2608.717662 = -251879.677300
  nChanged 78
		SP:Iteration 20F (104570.580000 sec): 3 clusters
  Score: Raw -254574.279697 + Penalty 2608.717662 = -251965.562034
  nChanged 65
		SP:Iteration 21Q (104570.640000 sec): 3 clusters
  Score: Raw -254643.711199 + Penalty 2608.717662 = -252034.993537
  nChanged 65
		SP:Iteration 22Q (104570.700000 sec): 3 clusters
  Score: Raw -254701.023015 + Penalty 2608.717662 = -252092.305353
  nChanged 46
		SP:Iteration 23Q (104570.750000 sec): 3 clusters
  Score: Raw -254743.601877 + Penalty 2608.717662 = -252134.884215
  nChanged 37
		SP:Iteration 24Q (104570.800000 sec): 3 clusters
  Score: Raw -254778.046370 + Penalty 2608.717662 = -252169.328708
  nChanged 31
		SP:Iteration 25Q (104570.860000 sec): 3 clusters
  Score: Raw -254799.969532 + Penalty 2608.717662 = -252191.251870
  nChanged 24
		SP:Iteration 26Q (104570.910000 sec): 3 clusters
  Score: Raw -254818.928132 + Penalty 2608.717662 = -252210.210469
  nChanged 18
		SP:Iteration 27Q (104570.970000 sec): 3 clusters
  Score: Raw -254833.168348 + Penalty 2608.717662 = -252224.450686
  nChanged 19
		SP:Iteration 28Q (104571.020000 sec): 3 clusters
  Score: Raw -254843.534125 + Penalty 2608.717662 = -252234.816462
  nChanged 16
		SP:Iteration 29Q (104571.080000 sec): 3 clusters
  Score: Raw -254855.231385 + Penalty 2608.717662 = -252246.513722
  nChanged 14
		SP:Iteration 30Q (104571.130000 sec): 3 clusters
  Score: Raw -254870.051450 + Penalty 2608.717662 = -252261.333788
  nChanged 17
		SP:Iteration 31Q (104571.180000 sec): 3 clusters
  Score: Raw -254883.812445 + Penalty 2608.717662 = -252275.094783
  nChanged 10
		SP:Iteration 32Q (104571.240000 sec): 3 clusters
  Score: Raw -254889.114703 + Penalty 2608.717662 = -252280.397040
  nChanged 9
		SP:Iteration 33Q (104571.290000 sec): 3 clusters
  Score: Raw -254893.803112 + Penalty 2608.717662 = -252285.085450
  nChanged 4
		SP:Iteration 34Q (104571.350000 sec): 3 clusters
  Score: Raw -254895.970504 + Penalty 2608.717662 = -252287.252842
  nChanged 11
		SP:Iteration 35Q (104571.400000 sec): 3 clusters
  Score: Raw -254900.030401 + Penalty 2608.717662 = -252291.312738
  nChanged 4
		SP:Iteration 36Q (104571.460000 sec): 3 clusters
  Score: Raw -254901.517572 + Penalty 2608.717662 = -252292.799909
  nChanged 4
		SP:Iteration 37Q (104571.510000 sec): 3 clusters
  Score: Raw -254902.625506 + Penalty 2608.717662 = -252293.907844
  nChanged 2
		SP:Iteration 38Q (104571.560000 sec): 3 clusters
  Score: Raw -254902.958682 + Penalty 2608.717662 = -252294.241020
  nChanged 1
		SP:Iteration 39Q (104571.620000 sec): 3 clusters
  Score: Raw -254903.190713 + Penalty 2608.717662 = -252294.473051
  nChanged 0
		SP:Iteration 40F (104571.670000 sec): 3 clusters
  Score: Raw -254903.190713 + Penalty 2608.717662 = -252294.473051
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 70 (1407 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (104571.730000 sec): 2 clusters
  Score: Raw -116375.082955 + Penalty 1177.997447 = -115197.085508
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (104571.760000 sec): 3 clusters
  Score: Raw -115837.006095 + Penalty 2355.994894 = -113481.011201
  nChanged 460
		SP:Iteration 1F (104571.790000 sec): 3 clusters
  Score: Raw -116170.374194 + Penalty 2355.994894 = -113814.379301
  nChanged 107
		SP:Iteration 2F (104571.810000 sec): 3 clusters
  Score: Raw -116269.144628 + Penalty 2355.994894 = -113913.149734
  nChanged 66
		SP:Iteration 3Q (104571.840000 sec): 3 clusters
  Score: Raw -116342.230866 + Penalty 2355.994894 = -113986.235972
  nChanged 67
		SP:Iteration 4Q (104571.870000 sec): 3 clusters
  Score: Raw -116414.472552 + Penalty 2355.994894 = -114058.477659
  nChanged 46
		SP:Iteration 5Q (104571.900000 sec): 3 clusters
  Score: Raw -116464.990696 + Penalty 2355.994894 = -114108.995802
  nChanged 37
		SP:Iteration 6Q (104571.920000 sec): 3 clusters
  Score: Raw -116505.931532 + Penalty 2355.994894 = -114149.936639
  nChanged 37
		SP:Iteration 7Q (104571.950000 sec): 3 clusters
  Score: Raw -116545.205243 + Penalty 2355.994894 = -114189.210349
  nChanged 34
		SP:Iteration 8Q (104571.980000 sec): 3 clusters
  Score: Raw -116581.686086 + Penalty 2355.994894 = -114225.691192
  nChanged 31
		SP:Iteration 9Q (104572.000000 sec): 3 clusters
  Score: Raw -116624.497473 + Penalty 2355.994894 = -114268.502580
  nChanged 35
		SP:Iteration 10Q (104572.030000 sec): 3 clusters
  Score: Raw -116664.209947 + Penalty 2355.994894 = -114308.215053
  nChanged 31
		SP:Iteration 11Q (104572.060000 sec): 3 clusters
  Score: Raw -116697.114604 + Penalty 2355.994894 = -114341.119711
  nChanged 28
		SP:Iteration 12Q (104572.090000 sec): 3 clusters
  Score: Raw -116726.089527 + Penalty 2355.994894 = -114370.094634
  nChanged 15
		SP:Iteration 13Q (104572.110000 sec): 3 clusters
  Score: Raw -116744.797326 + Penalty 2355.994894 = -114388.802433
  nChanged 18
		SP:Iteration 14Q (104572.140000 sec): 3 clusters
  Score: Raw -116758.513794 + Penalty 2355.994894 = -114402.518900
  nChanged 12
		SP:Iteration 15Q (104572.170000 sec): 3 clusters
  Score: Raw -116765.255326 + Penalty 2355.994894 = -114409.260432
  nChanged 4
		SP:Iteration 16Q (104572.190000 sec): 3 clusters
  Score: Raw -116767.960013 + Penalty 2355.994894 = -114411.965120
  nChanged 4
		SP:Iteration 17Q (104572.220000 sec): 3 clusters
  Score: Raw -116770.900190 + Penalty 2355.994894 = -114414.905296
  nChanged 1
		SP:Iteration 18Q (104572.250000 sec): 3 clusters
  Score: Raw -116771.386183 + Penalty 2355.994894 = -114415.391289
  nChanged 0
		SP:Iteration 19F (104572.270000 sec): 3 clusters
  Score: Raw -116771.386183 + Penalty 2355.994894 = -114415.391289
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 71 (2255 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (104572.340000 sec): 2 clusters
  Score: Raw -193953.874564 + Penalty 1254.647103 = -192699.227461
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (104572.380000 sec): 3 clusters
  Score: Raw -192974.110799 + Penalty 2509.294207 = -190464.816592
  nChanged 835
		SP:Iteration 1F (104572.430000 sec): 3 clusters
  Score: Raw -193504.139802 + Penalty 2509.294207 = -190994.845595
  nChanged 176
		SP:Iteration 2F (104572.470000 sec): 3 clusters
  Score: Raw -193622.911187 + Penalty 2509.294207 = -191113.616981
  nChanged 105
		SP:Iteration 3Q (104572.510000 sec): 3 clusters
  Score: Raw -193693.700829 + Penalty 2509.294207 = -191184.406622
  nChanged 81
		SP:Iteration 4Q (104572.560000 sec): 3 clusters
  Score: Raw -193744.113103 + Penalty 2509.294207 = -191234.818896
  nChanged 57
		SP:Iteration 5Q (104572.600000 sec): 3 clusters
  Score: Raw -193780.839452 + Penalty 2509.294207 = -191271.545245
  nChanged 50
		SP:Iteration 6Q (104572.640000 sec): 3 clusters
  Score: Raw -193806.281037 + Penalty 2509.294207 = -191296.986830
  nChanged 39
		SP:Iteration 7Q (104572.690000 sec): 3 clusters
  Score: Raw -193827.322040 + Penalty 2509.294207 = -191318.027833
  nChanged 30
		SP:Iteration 8Q (104572.730000 sec): 3 clusters
  Score: Raw -193842.471872 + Penalty 2509.294207 = -191333.177666
  nChanged 36
		SP:Iteration 9Q (104572.780000 sec): 3 clusters
  Score: Raw -193859.409777 + Penalty 2509.294207 = -191350.115570
  nChanged 27
		SP:Iteration 10Q (104572.820000 sec): 3 clusters
  Score: Raw -193871.936149 + Penalty 2509.294207 = -191362.641942
  nChanged 22
		SP:Iteration 11Q (104572.860000 sec): 3 clusters
  Score: Raw -193882.298827 + Penalty 2509.294207 = -191373.004621
  nChanged 14
		SP:Iteration 12Q (104572.900000 sec): 3 clusters
  Score: Raw -193887.174820 + Penalty 2509.294207 = -191377.880614
  nChanged 8
		SP:Iteration 13Q (104572.950000 sec): 3 clusters
  Score: Raw -193889.676381 + Penalty 2509.294207 = -191380.382175
  nChanged 5
		SP:Iteration 14Q (104572.990000 sec): 3 clusters
  Score: Raw -193891.443145 + Penalty 2509.294207 = -191382.148938
  nChanged 9
		SP:Iteration 15Q (104573.040000 sec): 3 clusters
  Score: Raw -193896.220318 + Penalty 2509.294207 = -191386.926111
  nChanged 16
		SP:Iteration 16Q (104573.080000 sec): 3 clusters
  Score: Raw -193903.636675 + Penalty 2509.294207 = -191394.342468
  nChanged 14
		SP:Iteration 17Q (104573.120000 sec): 3 clusters
  Score: Raw -193908.345768 + Penalty 2509.294207 = -191399.051561
  nChanged 12
		SP:Iteration 18Q (104573.170000 sec): 3 clusters
  Score: Raw -193913.677861 + Penalty 2509.294207 = -191404.383654
  nChanged 16
		SP:Iteration 19Q (104573.210000 sec): 3 clusters
  Score: Raw -193921.329258 + Penalty 2509.294207 = -191412.035051
  nChanged 13
		SP:Iteration 20F (104573.250000 sec): 3 clusters
  Score: Raw -193930.539199 + Penalty 2509.294207 = -191421.244992
  nChanged 11
		SP:Iteration 21Q (104573.300000 sec): 3 clusters
  Score: Raw -193936.798394 + Penalty 2509.294207 = -191427.504187
  nChanged 11
		SP:Iteration 22Q (104573.340000 sec): 3 clusters
  Score: Raw -193942.722357 + Penalty 2509.294207 = -191433.428150
  nChanged 11
		SP:Iteration 23Q (104573.380000 sec): 3 clusters
  Score: Raw -193947.618218 + Penalty 2509.294207 = -191438.324011
  nChanged 11
		SP:Iteration 24Q (104573.430000 sec): 3 clusters
  Score: Raw -193952.027458 + Penalty 2509.294207 = -191442.733251
  nChanged 9
		SP:Iteration 25Q (104573.470000 sec): 3 clusters
  Score: Raw -193955.830271 + Penalty 2509.294207 = -191446.536064
  nChanged 11
		SP:Iteration 26Q (104573.510000 sec): 3 clusters
  Score: Raw -193959.979551 + Penalty 2509.294207 = -191450.685344
  nChanged 9
		SP:Iteration 27Q (104573.560000 sec): 3 clusters
  Score: Raw -193965.055759 + Penalty 2509.294207 = -191455.761552
  nChanged 5
		SP:Iteration 28Q (104573.600000 sec): 3 clusters
  Score: Raw -193967.360455 + Penalty 2509.294207 = -191458.066248
  nChanged 6
		SP:Iteration 29Q (104573.640000 sec): 3 clusters
  Score: Raw -193970.229311 + Penalty 2509.294207 = -191460.935104
  nChanged 4
		SP:Iteration 30Q (104573.690000 sec): 3 clusters
  Score: Raw -193972.319512 + Penalty 2509.294207 = -191463.025305
  nChanged 4
		SP:Iteration 31Q (104573.730000 sec): 3 clusters
  Score: Raw -193973.569473 + Penalty 2509.294207 = -191464.275266
  nChanged 6
		SP:Iteration 32Q (104573.770000 sec): 3 clusters
  Score: Raw -193976.401134 + Penalty 2509.294207 = -191467.106927
  nChanged 9
		SP:Iteration 33Q (104573.820000 sec): 3 clusters
  Score: Raw -193979.447716 + Penalty 2509.294207 = -191470.153509
  nChanged 5
		SP:Iteration 34Q (104573.860000 sec): 3 clusters
  Score: Raw -193980.930171 + Penalty 2509.294207 = -191471.635964
  nChanged 5
		SP:Iteration 35Q (104573.900000 sec): 3 clusters
  Score: Raw -193982.434622 + Penalty 2509.294207 = -191473.140415
  nChanged 4
		SP:Iteration 36Q (104573.940000 sec): 3 clusters
  Score: Raw -193983.652798 + Penalty 2509.294207 = -191474.358591
  nChanged 3
		SP:Iteration 37Q (104573.990000 sec): 3 clusters
  Score: Raw -193984.087277 + Penalty 2509.294207 = -191474.793070
  nChanged 1
		SP:Iteration 38Q (104574.030000 sec): 3 clusters
  Score: Raw -193984.387958 + Penalty 2509.294207 = -191475.093751
  nChanged 0
		SP:Iteration 39F (104574.080000 sec): 3 clusters
  Score: Raw -193984.387958 + Penalty 2509.294207 = -191475.093751
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 72 (3647 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (104574.150000 sec): 2 clusters
  Score: Raw -334949.446398 + Penalty 1332.769781 = -333616.676617
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (104574.220000 sec): 3 clusters
  Score: Raw -333149.122348 + Penalty 2665.539562 = -330483.582786
  nChanged 1414
		SP:Iteration 1F (104574.290000 sec): 3 clusters
  Score: Raw -334032.942649 + Penalty 2665.539562 = -331367.403087
  nChanged 309
		SP:Iteration 2F (104574.360000 sec): 3 clusters
  Score: Raw -334302.048817 + Penalty 2665.539562 = -331636.509255
  nChanged 281
		SP:Iteration 3F (104574.430000 sec): 3 clusters
  Score: Raw -334581.192222 + Penalty 2665.539562 = -331915.652660
  nChanged 261
		SP:Iteration 4F (104574.500000 sec): 3 clusters
  Score: Raw -334840.650372 + Penalty 2665.539562 = -332175.110810
  nChanged 224
		SP:Iteration 5F (104574.560000 sec): 3 clusters
  Score: Raw -335067.019536 + Penalty 2665.539562 = -332401.479974
  nChanged 197
		SP:Iteration 6F (104574.630000 sec): 3 clusters
  Score: Raw -335254.987076 + Penalty 2665.539562 = -332589.447514
  nChanged 151
		SP:Iteration 7Q (104574.700000 sec): 3 clusters
  Score: Raw -335383.212660 + Penalty 2665.539562 = -332717.673098
  nChanged 110
		SP:Iteration 8Q (104574.770000 sec): 3 clusters
  Score: Raw -335456.838766 + Penalty 2665.539562 = -332791.299204
  nChanged 75
		SP:Iteration 9Q (104574.840000 sec): 3 clusters
  Score: Raw -335502.855097 + Penalty 2665.539562 = -332837.315535
  nChanged 53
		SP:Iteration 10Q (104574.910000 sec): 3 clusters
  Score: Raw -335530.506085 + Penalty 2665.539562 = -332864.966523
  nChanged 39
		SP:Iteration 11Q (104574.980000 sec): 3 clusters
  Score: Raw -335552.032971 + Penalty 2665.539562 = -332886.493409
  nChanged 35
		SP:Iteration 12Q (104575.050000 sec): 3 clusters
  Score: Raw -335573.546573 + Penalty 2665.539562 = -332908.007011
  nChanged 29
		SP:Iteration 13Q (104575.120000 sec): 3 clusters
  Score: Raw -335589.616823 + Penalty 2665.539562 = -332924.077261
  nChanged 30
		SP:Iteration 14Q (104575.190000 sec): 3 clusters
  Score: Raw -335601.694540 + Penalty 2665.539562 = -332936.154978
  nChanged 21
		SP:Iteration 15Q (104575.260000 sec): 3 clusters
  Score: Raw -335610.015502 + Penalty 2665.539562 = -332944.475940
  nChanged 12
		SP:Iteration 16Q (104575.330000 sec): 3 clusters
  Score: Raw -335614.215873 + Penalty 2665.539562 = -332948.676311
  nChanged 11
		SP:Iteration 17Q (104575.400000 sec): 3 clusters
  Score: Raw -335617.717076 + Penalty 2665.539562 = -332952.177514
  nChanged 10
		SP:Iteration 18Q (104575.470000 sec): 3 clusters
  Score: Raw -335620.832667 + Penalty 2665.539562 = -332955.293105
  nChanged 11
		SP:Iteration 19Q (104575.540000 sec): 3 clusters
  Score: Raw -335624.557374 + Penalty 2665.539562 = -332959.017812
  nChanged 6
		SP:Iteration 20F (104575.600000 sec): 3 clusters
  Score: Raw -335626.121793 + Penalty 2665.539562 = -332960.582231
  nChanged 5
		SP:Iteration 21Q (104575.680000 sec): 3 clusters
  Score: Raw -335628.258692 + Penalty 2665.539562 = -332962.719130
  nChanged 9
		SP:Iteration 22Q (104575.740000 sec): 3 clusters
  Score: Raw -335630.695103 + Penalty 2665.539562 = -332965.155541
  nChanged 3
		SP:Iteration 23Q (104575.820000 sec): 3 clusters
  Score: Raw -335631.259942 + Penalty 2665.539562 = -332965.720380
  nChanged 1
		SP:Iteration 24Q (104575.880000 sec): 3 clusters
  Score: Raw -335631.464520 + Penalty 2665.539562 = -332965.924958
  nChanged 1
		SP:Iteration 25Q (104575.960000 sec): 3 clusters
  Score: Raw -335631.816829 + Penalty 2665.539562 = -332966.277267
  nChanged 1
		SP:Iteration 26Q (104576.020000 sec): 3 clusters
  Score: Raw -335632.289953 + Penalty 2665.539562 = -332966.750391
  nChanged 2
		SP:Iteration 27Q (104576.100000 sec): 3 clusters
  Score: Raw -335632.974473 + Penalty 2665.539562 = -332967.434911
  nChanged 3
		SP:Iteration 28Q (104576.160000 sec): 3 clusters
  Score: Raw -335633.450936 + Penalty 2665.539562 = -332967.911374
  nChanged 1
		SP:Iteration 29Q (104576.230000 sec): 3 clusters
  Score: Raw -335633.664654 + Penalty 2665.539562 = -332968.125092
  nChanged 0
		SP:Iteration 30F (104576.300000 sec): 3 clusters
  Score: Raw -335633.664654 + Penalty 2665.539562 = -332968.125092
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 73 (2671 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (104576.370000 sec): 2 clusters
  Score: Raw -206844.120789 + Penalty 1282.158835 = -205561.961954
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (104576.420000 sec): 3 clusters
  Score: Raw -205682.660865 + Penalty 2564.317669 = -203118.343196
  nChanged 1011
		SP:Iteration 1F (104576.470000 sec): 3 clusters
  Score: Raw -206530.648804 + Penalty 2564.317669 = -203966.331135
  nChanged 248
		SP:Iteration 2F (104576.530000 sec): 3 clusters
  Score: Raw -206786.509524 + Penalty 2564.317669 = -204222.191854
  nChanged 176
		SP:Iteration 3F (104576.570000 sec): 3 clusters
  Score: Raw -206957.511902 + Penalty 2564.317669 = -204393.194233
  nChanged 131
		SP:Iteration 4Q (104576.620000 sec): 3 clusters
  Score: Raw -207083.251900 + Penalty 2564.317669 = -204518.934231
  nChanged 130
		SP:Iteration 5Q (104576.670000 sec): 3 clusters
  Score: Raw -207202.524639 + Penalty 2564.317669 = -204638.206970
  nChanged 104
		SP:Iteration 6Q (104576.720000 sec): 3 clusters
  Score: Raw -207311.055242 + Penalty 2564.317669 = -204746.737573
  nChanged 88
		SP:Iteration 7Q (104576.770000 sec): 3 clusters
  Score: Raw -207387.613623 + Penalty 2564.317669 = -204823.295954
  nChanged 71
		SP:Iteration 8Q (104576.820000 sec): 3 clusters
  Score: Raw -207431.335909 + Penalty 2564.317669 = -204867.018240
  nChanged 55
		SP:Iteration 9Q (104576.870000 sec): 3 clusters
  Score: Raw -207458.554383 + Penalty 2564.317669 = -204894.236714
  nChanged 46
		SP:Iteration 10Q (104576.920000 sec): 3 clusters
  Score: Raw -207486.185759 + Penalty 2564.317669 = -204921.868090
  nChanged 44
		SP:Iteration 11Q (104576.970000 sec): 3 clusters
  Score: Raw -207517.585339 + Penalty 2564.317669 = -204953.267670
  nChanged 51
		SP:Iteration 12Q (104577.020000 sec): 3 clusters
  Score: Raw -207556.720325 + Penalty 2564.317669 = -204992.402656
  nChanged 43
		SP:Iteration 13Q (104577.070000 sec): 3 clusters
  Score: Raw -207583.803554 + Penalty 2564.317669 = -205019.485885
  nChanged 34
		SP:Iteration 14Q (104577.120000 sec): 3 clusters
  Score: Raw -207604.710165 + Penalty 2564.317669 = -205040.392496
  nChanged 21
		SP:Iteration 15Q (104577.170000 sec): 3 clusters
  Score: Raw -207620.549150 + Penalty 2564.317669 = -205056.231481
  nChanged 20
		SP:Iteration 16Q (104577.220000 sec): 3 clusters
  Score: Raw -207636.928179 + Penalty 2564.317669 = -205072.610509
  nChanged 24
		SP:Iteration 17Q (104577.270000 sec): 3 clusters
  Score: Raw -207654.011096 + Penalty 2564.317669 = -205089.693427
  nChanged 24
		SP:Iteration 18Q (104577.320000 sec): 3 clusters
  Score: Raw -207665.269978 + Penalty 2564.317669 = -205100.952309
  nChanged 22
		SP:Iteration 19Q (104577.370000 sec): 3 clusters
  Score: Raw -207679.682655 + Penalty 2564.317669 = -205115.364986
  nChanged 14
		SP:Iteration 20F (104577.420000 sec): 3 clusters
  Score: Raw -207686.130189 + Penalty 2564.317669 = -205121.812520
  nChanged 8
		SP:Iteration 21Q (104577.470000 sec): 3 clusters
  Score: Raw -207689.591366 + Penalty 2564.317669 = -205125.273697
  nChanged 9
		SP:Iteration 22Q (104577.510000 sec): 3 clusters
  Score: Raw -207694.825331 + Penalty 2564.317669 = -205130.507662
  nChanged 9
		SP:Iteration 23Q (104577.570000 sec): 3 clusters
  Score: Raw -207697.900149 + Penalty 2564.317669 = -205133.582480
  nChanged 4
		SP:Iteration 24Q (104577.610000 sec): 3 clusters
  Score: Raw -207699.562772 + Penalty 2564.317669 = -205135.245103
  nChanged 6
		SP:Iteration 25Q (104577.670000 sec): 3 clusters
  Score: Raw -207702.464739 + Penalty 2564.317669 = -205138.147069
  nChanged 3
		SP:Iteration 26Q (104577.710000 sec): 3 clusters
  Score: Raw -207704.002877 + Penalty 2564.317669 = -205139.685208
  nChanged 3
		SP:Iteration 27Q (104577.770000 sec): 3 clusters
  Score: Raw -207704.887086 + Penalty 2564.317669 = -205140.569417
  nChanged 1
		SP:Iteration 28Q (104577.810000 sec): 3 clusters
  Score: Raw -207705.022348 + Penalty 2564.317669 = -205140.704679
  nChanged 0
		SP:Iteration 29F (104577.870000 sec): 3 clusters
  Score: Raw -207705.022348 + Penalty 2564.317669 = -205140.704679
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 74 (7420 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (104577.960000 sec): 2 clusters
  Score: Raw -648185.105714 + Penalty 1448.189330 = -646736.916385
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (104578.090000 sec): 3 clusters
  Score: Raw -644099.119734 + Penalty 2896.378659 = -641202.741075
  nChanged 3156
		SP:Iteration 1F (104578.200000 sec): 3 clusters
  Score: Raw -645821.308474 + Penalty 2896.378659 = -642924.929815
  nChanged 507
		SP:Iteration 2F (104578.320000 sec): 3 clusters
  Score: Raw -646098.928937 + Penalty 2896.378659 = -643202.550277
  nChanged 412
		SP:Iteration 3F (104578.430000 sec): 3 clusters
  Score: Raw -646309.594438 + Penalty 2896.378659 = -643413.215779
  nChanged 358
		SP:Iteration 4Q (104578.550000 sec): 3 clusters
  Score: Raw -646477.771442 + Penalty 2896.378659 = -643581.392783
  nChanged 291
		SP:Iteration 5Q (104578.670000 sec): 3 clusters
  Score: Raw -646622.169311 + Penalty 2896.378659 = -643725.790652
  nChanged 280
		SP:Iteration 6Q (104578.790000 sec): 3 clusters
  Score: Raw -646754.530585 + Penalty 2896.378659 = -643858.151926
  nChanged 249
		SP:Iteration 7Q (104578.920000 sec): 3 clusters
  Score: Raw -646877.099351 + Penalty 2896.378659 = -643980.720692
  nChanged 241
		SP:Iteration 8Q (104579.050000 sec): 3 clusters
  Score: Raw -647009.625183 + Penalty 2896.378659 = -644113.246524
  nChanged 255
		SP:Iteration 9Q (104579.180000 sec): 3 clusters
  Score: Raw -647157.282972 + Penalty 2896.378659 = -644260.904312
  nChanged 239
		SP:Iteration 10Q (104579.310000 sec): 3 clusters
  Score: Raw -647282.262785 + Penalty 2896.378659 = -644385.884125
  nChanged 219
		SP:Iteration 11Q (104579.450000 sec): 3 clusters
  Score: Raw -647395.556353 + Penalty 2896.378659 = -644499.177693
  nChanged 202
		SP:Iteration 12Q (104579.570000 sec): 3 clusters
  Score: Raw -647494.282441 + Penalty 2896.378659 = -644597.903782
  nChanged 175
		SP:Iteration 13Q (104579.690000 sec): 3 clusters
  Score: Raw -647574.146167 + Penalty 2896.378659 = -644677.767507
  nChanged 165
		SP:Iteration 14Q (104579.810000 sec): 3 clusters
  Score: Raw -647657.991921 + Penalty 2896.378659 = -644761.613261
  nChanged 148
		SP:Iteration 15Q (104579.930000 sec): 3 clusters
  Score: Raw -647732.527765 + Penalty 2896.378659 = -644836.149106
  nChanged 145
		SP:Iteration 16Q (104580.050000 sec): 3 clusters
  Score: Raw -647797.129264 + Penalty 2896.378659 = -644900.750605
  nChanged 125
		SP:Iteration 17Q (104580.190000 sec): 3 clusters
  Score: Raw -647848.986204 + Penalty 2896.378659 = -644952.607545
  nChanged 98
		SP:Iteration 18Q (104580.310000 sec): 3 clusters
  Score: Raw -647889.014303 + Penalty 2896.378659 = -644992.635644
  nChanged 88
		SP:Iteration 19Q (104580.440000 sec): 3 clusters
  Score: Raw -647926.858636 + Penalty 2896.378659 = -645030.479977
  nChanged 84
		SP:Iteration 20F (104580.570000 sec): 3 clusters
  Score: Raw -647960.041537 + Penalty 2896.378659 = -645063.662877
  nChanged 85
		SP:Iteration 21Q (104580.700000 sec): 3 clusters
  Score: Raw -647987.347763 + Penalty 2896.378659 = -645090.969104
  nChanged 63
		SP:Iteration 22Q (104580.830000 sec): 3 clusters
  Score: Raw -648009.454361 + Penalty 2896.378659 = -645113.075701
  nChanged 59
		SP:Iteration 23Q (104580.950000 sec): 3 clusters
  Score: Raw -648031.310765 + Penalty 2896.378659 = -645134.932106
  nChanged 54
		SP:Iteration 24Q (104581.080000 sec): 3 clusters
  Score: Raw -648050.446675 + Penalty 2896.378659 = -645154.068015
  nChanged 53
		SP:Iteration 25Q (104581.210000 sec): 3 clusters
  Score: Raw -648069.735254 + Penalty 2896.378659 = -645173.356595
  nChanged 55
		SP:Iteration 26Q (104581.330000 sec): 3 clusters
  Score: Raw -648090.137565 + Penalty 2896.378659 = -645193.758905
  nChanged 41
		SP:Iteration 27Q (104581.460000 sec): 3 clusters
  Score: Raw -648103.699648 + Penalty 2896.378659 = -645207.320988
  nChanged 36
		SP:Iteration 28Q (104581.590000 sec): 3 clusters
  Score: Raw -648118.395224 + Penalty 2896.378659 = -645222.016565
  nChanged 40
		SP:Iteration 29Q (104581.710000 sec): 3 clusters
  Score: Raw -648131.753665 + Penalty 2896.378659 = -645235.375005
  nChanged 37
		SP:Iteration 30Q (104581.840000 sec): 3 clusters
  Score: Raw -648144.052559 + Penalty 2896.378659 = -645247.673899
  nChanged 44
		SP:Iteration 31Q (104581.970000 sec): 3 clusters
  Score: Raw -648162.027130 + Penalty 2896.378659 = -645265.648471
  nChanged 45
		SP:Iteration 32Q (104582.090000 sec): 3 clusters
  Score: Raw -648182.782033 + Penalty 2896.378659 = -645286.403373
  nChanged 38
		SP:Iteration 33Q (104582.220000 sec): 3 clusters
  Score: Raw -648203.724685 + Penalty 2896.378659 = -645307.346026
  nChanged 37
		SP:Iteration 34Q (104582.340000 sec): 3 clusters
  Score: Raw -648220.864859 + Penalty 2896.378659 = -645324.486200
  nChanged 48
		SP:Iteration 35Q (104582.470000 sec): 3 clusters
  Score: Raw -648246.844532 + Penalty 2896.378659 = -645350.465873
  nChanged 43
		SP:Iteration 36Q (104582.590000 sec): 3 clusters
  Score: Raw -648268.830773 + Penalty 2896.378659 = -645372.452114
  nChanged 37
		SP:Iteration 37Q (104582.720000 sec): 3 clusters
  Score: Raw -648287.025103 + Penalty 2896.378659 = -645390.646444
  nChanged 34
		SP:Iteration 38Q (104582.840000 sec): 3 clusters
  Score: Raw -648303.937086 + Penalty 2896.378659 = -645407.558427
  nChanged 44
		SP:Iteration 39Q (104582.970000 sec): 3 clusters
  Score: Raw -648326.740610 + Penalty 2896.378659 = -645430.361950
  nChanged 43
		SP:Iteration 40F (104583.100000 sec): 3 clusters
  Score: Raw -648347.493809 + Penalty 2896.378659 = -645451.115150
  nChanged 36
		SP:Iteration 41Q (104583.220000 sec): 3 clusters
  Score: Raw -648366.148994 + Penalty 2896.378659 = -645469.770335
  nChanged 31
		SP:Iteration 42Q (104583.340000 sec): 3 clusters
  Score: Raw -648381.738713 + Penalty 2896.378659 = -645485.360054
  nChanged 25
		SP:Iteration 43Q (104583.470000 sec): 3 clusters
  Score: Raw -648393.821125 + Penalty 2896.378659 = -645497.442465
  nChanged 19
		SP:Iteration 44Q (104583.590000 sec): 3 clusters
  Score: Raw -648405.092194 + Penalty 2896.378659 = -645508.713534
  nChanged 24
		SP:Iteration 45Q (104583.720000 sec): 3 clusters
  Score: Raw -648420.950750 + Penalty 2896.378659 = -645524.572090
  nChanged 23
		SP:Iteration 46Q (104583.840000 sec): 3 clusters
  Score: Raw -648434.260416 + Penalty 2896.378659 = -645537.881757
  nChanged 20
		SP:Iteration 47Q (104583.960000 sec): 3 clusters
  Score: Raw -648447.646692 + Penalty 2896.378659 = -645551.268033
  nChanged 17
		SP:Iteration 48Q (104584.090000 sec): 3 clusters
  Score: Raw -648457.715504 + Penalty 2896.378659 = -645561.336845
  nChanged 13
		SP:Iteration 49Q (104584.210000 sec): 3 clusters
  Score: Raw -648466.540042 + Penalty 2896.378659 = -645570.161383
  nChanged 13
		SP:Iteration 50Q (104584.330000 sec): 3 clusters
  Score: Raw -648473.624822 + Penalty 2896.378659 = -645577.246163
  nChanged 10
		SP:Iteration 51Q (104584.450000 sec): 3 clusters
  Score: Raw -648480.586047 + Penalty 2896.378659 = -645584.207388
  nChanged 16
		SP:Iteration 52Q (104584.580000 sec): 3 clusters
  Score: Raw -648489.073903 + Penalty 2896.378659 = -645592.695244
  nChanged 14
		SP:Iteration 53Q (104584.700000 sec): 3 clusters
  Score: Raw -648496.037594 + Penalty 2896.378659 = -645599.658934
  nChanged 19
		SP:Iteration 54Q (104584.820000 sec): 3 clusters
  Score: Raw -648507.582208 + Penalty 2896.378659 = -645611.203548
  nChanged 14
		SP:Iteration 55Q (104584.940000 sec): 3 clusters
  Score: Raw -648514.420324 + Penalty 2896.378659 = -645618.041665
  nChanged 15
		SP:Iteration 56Q (104585.070000 sec): 3 clusters
  Score: Raw -648523.812869 + Penalty 2896.378659 = -645627.434210
  nChanged 15
		SP:Iteration 57Q (104585.190000 sec): 3 clusters
  Score: Raw -648533.826927 + Penalty 2896.378659 = -645637.448268
  nChanged 12
		SP:Iteration 58Q (104585.320000 sec): 3 clusters
  Score: Raw -648539.689096 + Penalty 2896.378659 = -645643.310437
  nChanged 3
		SP:Iteration 59Q (104585.440000 sec): 3 clusters
  Score: Raw -648540.976062 + Penalty 2896.378659 = -645644.597403
  nChanged 1
		SP:Iteration 60F (104585.560000 sec): 3 clusters
  Score: Raw -648542.417495 + Penalty 2896.378659 = -645646.038836
  nChanged 2
		SP:Iteration 61Q (104585.690000 sec): 3 clusters
  Score: Raw -648543.054801 + Penalty 2896.378659 = -645646.676142
  nChanged 0
		SP:Iteration 62F (104585.820000 sec): 3 clusters
  Score: Raw -648543.054801 + Penalty 2896.378659 = -645646.676142
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 75 (2757 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (104585.890000 sec): 2 clusters
  Score: Raw -230358.285685 + Penalty 1287.308492 = -229070.977193
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (104585.950000 sec): 3 clusters
  Score: Raw -229061.253155 + Penalty 2574.616984 = -226486.636171
  nChanged 991
		SP:Iteration 1F (104586.000000 sec): 3 clusters
  Score: Raw -229757.482328 + Penalty 2574.616984 = -227182.865345
  nChanged 276
		SP:Iteration 2F (104586.050000 sec): 3 clusters
  Score: Raw -230031.058361 + Penalty 2574.616984 = -227456.441378
  nChanged 227
		SP:Iteration 3F (104586.110000 sec): 3 clusters
  Score: Raw -230267.330413 + Penalty 2574.616984 = -227692.713430
  nChanged 193
		SP:Iteration 4F (104586.160000 sec): 3 clusters
  Score: Raw -230464.070835 + Penalty 2574.616984 = -227889.453852
  nChanged 150
		SP:Iteration 5F (104586.210000 sec): 3 clusters
  Score: Raw -230595.868422 + Penalty 2574.616984 = -228021.251438
  nChanged 97
		SP:Iteration 6Q (104586.260000 sec): 3 clusters
  Score: Raw -230660.264778 + Penalty 2574.616984 = -228085.647795
  nChanged 60
		SP:Iteration 7Q (104586.320000 sec): 3 clusters
  Score: Raw -230708.596561 + Penalty 2574.616984 = -228133.979578
  nChanged 47
		SP:Iteration 8Q (104586.370000 sec): 3 clusters
  Score: Raw -230743.616740 + Penalty 2574.616984 = -228168.999756
  nChanged 39
		SP:Iteration 9Q (104586.420000 sec): 3 clusters
  Score: Raw -230768.244705 + Penalty 2574.616984 = -228193.627722
  nChanged 31
		SP:Iteration 10Q (104586.480000 sec): 3 clusters
  Score: Raw -230787.654823 + Penalty 2574.616984 = -228213.037839
  nChanged 26
		SP:Iteration 11Q (104586.530000 sec): 3 clusters
  Score: Raw -230802.084640 + Penalty 2574.616984 = -228227.467657
  nChanged 23
		SP:Iteration 12Q (104586.580000 sec): 3 clusters
  Score: Raw -230814.106190 + Penalty 2574.616984 = -228239.489207
  nChanged 17
		SP:Iteration 13Q (104586.630000 sec): 3 clusters
  Score: Raw -230822.459782 + Penalty 2574.616984 = -228247.842798
  nChanged 7
		SP:Iteration 14Q (104586.680000 sec): 3 clusters
  Score: Raw -230825.260105 + Penalty 2574.616984 = -228250.643121
  nChanged 9
		SP:Iteration 15Q (104586.740000 sec): 3 clusters
  Score: Raw -230828.910226 + Penalty 2574.616984 = -228254.293242
  nChanged 5
		SP:Iteration 16Q (104586.790000 sec): 3 clusters
  Score: Raw -230830.203975 + Penalty 2574.616984 = -228255.586991
  nChanged 3
		SP:Iteration 17Q (104586.840000 sec): 3 clusters
  Score: Raw -230831.334852 + Penalty 2574.616984 = -228256.717869
  nChanged 2
		SP:Iteration 18Q (104586.900000 sec): 3 clusters
  Score: Raw -230832.615065 + Penalty 2574.616984 = -228257.998081
  nChanged 2
		SP:Iteration 19Q (104586.950000 sec): 3 clusters
  Score: Raw -230834.433052 + Penalty 2574.616984 = -228259.816068
  nChanged 2
		SP:Iteration 20F (104587.000000 sec): 3 clusters
  Score: Raw -230835.119302 + Penalty 2574.616984 = -228260.502319
  nChanged 1
		SP:Iteration 21Q (104587.050000 sec): 3 clusters
  Score: Raw -230835.493823 + Penalty 2574.616984 = -228260.876839
  nChanged 0
		SP:Iteration 22F (104587.100000 sec): 3 clusters
  Score: Raw -230835.493823 + Penalty 2574.616984 = -228260.876839
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 76 (574 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (104587.140000 sec): 2 clusters
  Score: Raw -42244.783839 + Penalty 1032.302277 = -41212.481562
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (104587.160000 sec): 3 clusters
  Score: Raw -42199.974020 + Penalty 2064.604554 = -40135.369466
  nChanged 145
		SP:Iteration 1F (104587.170000 sec): 3 clusters
  Score: Raw -42399.418822 + Penalty 2064.604554 = -40334.814268
  nChanged 35
		SP:Iteration 2F (104587.180000 sec): 3 clusters
  Score: Raw -42452.065936 + Penalty 2064.604554 = -40387.461382
  nChanged 16
		SP:Iteration 3Q (104587.190000 sec): 3 clusters
  Score: Raw -42475.113939 + Penalty 2064.604554 = -40410.509385
  nChanged 8
		SP:Iteration 4Q (104587.200000 sec): 3 clusters
  Score: Raw -42483.919870 + Penalty 2064.604554 = -40419.315316
  nChanged 7
		SP:Iteration 5Q (104587.220000 sec): 3 clusters
  Score: Raw -42491.807821 + Penalty 2064.604554 = -40427.203268
  nChanged 4
		SP:Iteration 6Q (104587.230000 sec): 3 clusters
  Score: Raw -42495.658488 + Penalty 2064.604554 = -40431.053934
  nChanged 3
		SP:Iteration 7Q (104587.240000 sec): 3 clusters
  Score: Raw -42499.154909 + Penalty 2064.604554 = -40434.550355
  nChanged 4
		SP:Iteration 8Q (104587.250000 sec): 3 clusters
  Score: Raw -42510.776215 + Penalty 2064.604554 = -40446.171661
  nChanged 9
		SP:Iteration 9Q (104587.260000 sec): 3 clusters
  Score: Raw -42525.685866 + Penalty 2064.604554 = -40461.081312
  nChanged 15
		SP:Iteration 10Q (104587.280000 sec): 3 clusters
  Score: Raw -42558.238182 + Penalty 2064.604554 = -40493.633629
  nChanged 16
		SP:Iteration 11Q (104587.290000 sec): 3 clusters
  Score: Raw -42574.874968 + Penalty 2064.604554 = -40510.270415
  nChanged 7
		SP:Iteration 12Q (104587.300000 sec): 3 clusters
  Score: Raw -42586.886193 + Penalty 2064.604554 = -40522.281639
  nChanged 7
		SP:Iteration 13Q (104587.310000 sec): 3 clusters
  Score: Raw -42593.803281 + Penalty 2064.604554 = -40529.198728
  nChanged 6
		SP:Iteration 14Q (104587.320000 sec): 3 clusters
  Score: Raw -42598.593591 + Penalty 2064.604554 = -40533.989037
  nChanged 7
		SP:Iteration 15Q (104587.340000 sec): 3 clusters
  Score: Raw -42611.043195 + Penalty 2064.604554 = -40546.438641
  nChanged 7
		SP:Iteration 16Q (104587.340000 sec): 3 clusters
  Score: Raw -42629.687285 + Penalty 2064.604554 = -40565.082732
  nChanged 5
		SP:Iteration 17Q (104587.360000 sec): 3 clusters
  Score: Raw -42635.055051 + Penalty 2064.604554 = -40570.450498
  nChanged 2
		SP:Iteration 18Q (104587.370000 sec): 3 clusters
  Score: Raw -42639.371698 + Penalty 2064.604554 = -40574.767144
  nChanged 3
		SP:Iteration 19Q (104587.380000 sec): 3 clusters
  Score: Raw -42644.569364 + Penalty 2064.604554 = -40579.964810
  nChanged 1
		SP:Iteration 20F (104587.390000 sec): 3 clusters
  Score: Raw -42648.333372 + Penalty 2064.604554 = -40583.728818
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 77 (5251 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (104587.480000 sec): 2 clusters
  Score: Raw -446894.055784 + Penalty 1392.003245 = -445502.052539
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (104587.580000 sec): 3 clusters
  Score: Raw -444165.334122 + Penalty 2784.006489 = -441381.327633
  nChanged 2109
		SP:Iteration 1F (104587.680000 sec): 3 clusters
  Score: Raw -445442.542924 + Penalty 2784.006489 = -442658.536434
  nChanged 399
		SP:Iteration 2F (104587.780000 sec): 3 clusters
  Score: Raw -445680.990805 + Penalty 2784.006489 = -442896.984315
  nChanged 284
		SP:Iteration 3F (104587.870000 sec): 3 clusters
  Score: Raw -445835.997222 + Penalty 2784.006489 = -443051.990732
  nChanged 242
		SP:Iteration 4Q (104587.970000 sec): 3 clusters
  Score: Raw -445955.106813 + Penalty 2784.006489 = -443171.100323
  nChanged 189
		SP:Iteration 5Q (104588.070000 sec): 3 clusters
  Score: Raw -446039.767589 + Penalty 2784.006489 = -443255.761099
  nChanged 165
		SP:Iteration 6Q (104588.160000 sec): 3 clusters
  Score: Raw -446110.801554 + Penalty 2784.006489 = -443326.795064
  nChanged 150
		SP:Iteration 7Q (104588.260000 sec): 3 clusters
  Score: Raw -446165.704029 + Penalty 2784.006489 = -443381.697539
  nChanged 131
		SP:Iteration 8Q (104588.360000 sec): 3 clusters
  Score: Raw -446218.397099 + Penalty 2784.006489 = -443434.390610
  nChanged 129
		SP:Iteration 9Q (104588.460000 sec): 3 clusters
  Score: Raw -446279.600280 + Penalty 2784.006489 = -443495.593790
  nChanged 152
		SP:Iteration 10Q (104588.560000 sec): 3 clusters
  Score: Raw -446344.844285 + Penalty 2784.006489 = -443560.837796
  nChanged 129
		SP:Iteration 11Q (104588.660000 sec): 3 clusters
  Score: Raw -446395.849990 + Penalty 2784.006489 = -443611.843500
  nChanged 114
		SP:Iteration 12Q (104588.750000 sec): 3 clusters
  Score: Raw -446441.333781 + Penalty 2784.006489 = -443657.327291
  nChanged 116
		SP:Iteration 13Q (104588.850000 sec): 3 clusters
  Score: Raw -446487.184506 + Penalty 2784.006489 = -443703.178017
  nChanged 116
		SP:Iteration 14Q (104588.950000 sec): 3 clusters
  Score: Raw -446534.981131 + Penalty 2784.006489 = -443750.974641
  nChanged 106
		SP:Iteration 15Q (104589.050000 sec): 3 clusters
  Score: Raw -446572.720225 + Penalty 2784.006489 = -443788.713736
  nChanged 81
		SP:Iteration 16Q (104589.140000 sec): 3 clusters
  Score: Raw -446605.328231 + Penalty 2784.006489 = -443821.321742
  nChanged 71
		SP:Iteration 17Q (104589.240000 sec): 3 clusters
  Score: Raw -446631.991863 + Penalty 2784.006489 = -443847.985374
  nChanged 75
		SP:Iteration 18Q (104589.340000 sec): 3 clusters
  Score: Raw -446661.745410 + Penalty 2784.006489 = -443877.738921
  nChanged 75
		SP:Iteration 19Q (104589.440000 sec): 3 clusters
  Score: Raw -446692.843408 + Penalty 2784.006489 = -443908.836919
  nChanged 73
		SP:Iteration 20F (104589.530000 sec): 3 clusters
  Score: Raw -446718.643313 + Penalty 2784.006489 = -443934.636824
  nChanged 64
		SP:Iteration 21Q (104589.630000 sec): 3 clusters
  Score: Raw -446743.035297 + Penalty 2784.006489 = -443959.028808
  nChanged 61
		SP:Iteration 22Q (104589.730000 sec): 3 clusters
  Score: Raw -446768.555821 + Penalty 2784.006489 = -443984.549331
  nChanged 63
		SP:Iteration 23Q (104589.830000 sec): 3 clusters
  Score: Raw -446790.439016 + Penalty 2784.006489 = -444006.432527
  nChanged 42
		SP:Iteration 24Q (104589.920000 sec): 3 clusters
  Score: Raw -446805.147857 + Penalty 2784.006489 = -444021.141367
  nChanged 42
		SP:Iteration 25Q (104590.020000 sec): 3 clusters
  Score: Raw -446819.545283 + Penalty 2784.006489 = -444035.538793
  nChanged 44
		SP:Iteration 26Q (104590.120000 sec): 3 clusters
  Score: Raw -446833.913806 + Penalty 2784.006489 = -444049.907317
  nChanged 52
		SP:Iteration 27Q (104590.230000 sec): 3 clusters
  Score: Raw -446853.235719 + Penalty 2784.006489 = -444069.229230
  nChanged 50
		SP:Iteration 28Q (104590.320000 sec): 3 clusters
  Score: Raw -446873.773640 + Penalty 2784.006489 = -444089.767151
  nChanged 49
		SP:Iteration 29Q (104590.420000 sec): 3 clusters
  Score: Raw -446894.458402 + Penalty 2784.006489 = -444110.451913
  nChanged 59
		SP:Iteration 30Q (104590.510000 sec): 3 clusters
  Score: Raw -446922.498026 + Penalty 2784.006489 = -444138.491536
  nChanged 68
		SP:Iteration 31Q (104590.610000 sec): 3 clusters
  Score: Raw -446960.286412 + Penalty 2784.006489 = -444176.279923
  nChanged 60
		SP:Iteration 32Q (104590.710000 sec): 3 clusters
  Score: Raw -446989.092427 + Penalty 2784.006489 = -444205.085938
  nChanged 52
		SP:Iteration 33Q (104590.810000 sec): 3 clusters
  Score: Raw -447010.573997 + Penalty 2784.006489 = -444226.567507
  nChanged 39
		SP:Iteration 34Q (104590.900000 sec): 3 clusters
  Score: Raw -447029.251426 + Penalty 2784.006489 = -444245.244937
  nChanged 43
		SP:Iteration 35Q (104591.000000 sec): 3 clusters
  Score: Raw -447050.659987 + Penalty 2784.006489 = -444266.653498
  nChanged 39
		SP:Iteration 36Q (104591.100000 sec): 3 clusters
  Score: Raw -447067.651393 + Penalty 2784.006489 = -444283.644903
  nChanged 28
		SP:Iteration 37Q (104591.190000 sec): 3 clusters
  Score: Raw -447081.675058 + Penalty 2784.006489 = -444297.668569
  nChanged 20
		SP:Iteration 38Q (104591.290000 sec): 3 clusters
  Score: Raw -447091.706593 + Penalty 2784.006489 = -444307.700104
  nChanged 14
		SP:Iteration 39Q (104591.390000 sec): 3 clusters
  Score: Raw -447098.580871 + Penalty 2784.006489 = -444314.574382
  nChanged 17
		SP:Iteration 40F (104591.480000 sec): 3 clusters
  Score: Raw -447109.767096 + Penalty 2784.006489 = -444325.760607
  nChanged 13
		SP:Iteration 41Q (104591.580000 sec): 3 clusters
  Score: Raw -447117.219389 + Penalty 2784.006489 = -444333.212900
  nChanged 17
		SP:Iteration 42Q (104591.670000 sec): 3 clusters
  Score: Raw -447126.492520 + Penalty 2784.006489 = -444342.486031
  nChanged 16
		SP:Iteration 43Q (104591.770000 sec): 3 clusters
  Score: Raw -447133.101993 + Penalty 2784.006489 = -444349.095503
  nChanged 8
		SP:Iteration 44Q (104591.860000 sec): 3 clusters
  Score: Raw -447136.461343 + Penalty 2784.006489 = -444352.454854
  nChanged 8
		SP:Iteration 45Q (104591.960000 sec): 3 clusters
  Score: Raw -447141.085704 + Penalty 2784.006489 = -444357.079214
  nChanged 8
		SP:Iteration 46Q (104592.050000 sec): 3 clusters
  Score: Raw -447144.714786 + Penalty 2784.006489 = -444360.708297
  nChanged 7
		SP:Iteration 47Q (104592.150000 sec): 3 clusters
  Score: Raw -447147.390590 + Penalty 2784.006489 = -444363.384101
  nChanged 2
		SP:Iteration 48Q (104592.240000 sec): 3 clusters
  Score: Raw -447149.035015 + Penalty 2784.006489 = -444365.028526
  nChanged 3
		SP:Iteration 49Q (104592.340000 sec): 3 clusters
  Score: Raw -447150.958612 + Penalty 2784.006489 = -444366.952123
  nChanged 4
		SP:Iteration 50Q (104592.430000 sec): 3 clusters
  Score: Raw -447151.963684 + Penalty 2784.006489 = -444367.957195
  nChanged 2
		SP:Iteration 51Q (104592.530000 sec): 3 clusters
  Score: Raw -447152.662612 + Penalty 2784.006489 = -444368.656123
  nChanged 2
		SP:Iteration 52Q (104592.620000 sec): 3 clusters
  Score: Raw -447153.665520 + Penalty 2784.006489 = -444369.659031
  nChanged 4
		SP:Iteration 53Q (104592.720000 sec): 3 clusters
  Score: Raw -447155.558540 + Penalty 2784.006489 = -444371.552050
  nChanged 4
		SP:Iteration 54Q (104592.810000 sec): 3 clusters
  Score: Raw -447158.151164 + Penalty 2784.006489 = -444374.144675
  nChanged 6
		SP:Iteration 55Q (104592.910000 sec): 3 clusters
  Score: Raw -447161.844338 + Penalty 2784.006489 = -444377.837849
  nChanged 5
		SP:Iteration 56Q (104593.000000 sec): 3 clusters
  Score: Raw -447163.926886 + Penalty 2784.006489 = -444379.920397
  nChanged 3
		SP:Iteration 57Q (104593.100000 sec): 3 clusters
  Score: Raw -447165.169763 + Penalty 2784.006489 = -444381.163273
  nChanged 2
		SP:Iteration 58Q (104593.190000 sec): 3 clusters
  Score: Raw -447165.913880 + Penalty 2784.006489 = -444381.907390
  nChanged 0
		SP:Iteration 59F (104593.290000 sec): 3 clusters
  Score: Raw -447165.913880 + Penalty 2784.006489 = -444381.907390
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 78 (3375 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (104593.350000 sec): 2 clusters
  Score: Raw -300520.966195 + Penalty 1320.174473 = -299200.791722
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (104593.420000 sec): 3 clusters
  Score: Raw -298881.776085 + Penalty 2640.348946 = -296241.427139
  nChanged 1271
		SP:Iteration 1F (104593.480000 sec): 3 clusters
  Score: Raw -299658.241754 + Penalty 2640.348946 = -297017.892808
  nChanged 257
		SP:Iteration 2F (104593.550000 sec): 3 clusters
  Score: Raw -299803.204568 + Penalty 2640.348946 = -297162.855622
  nChanged 150
		SP:Iteration 3Q (104593.610000 sec): 3 clusters
  Score: Raw -299875.936219 + Penalty 2640.348946 = -297235.587273
  nChanged 112
		SP:Iteration 4Q (104593.680000 sec): 3 clusters
  Score: Raw -299938.561168 + Penalty 2640.348946 = -297298.212222
  nChanged 129
		SP:Iteration 5Q (104593.740000 sec): 3 clusters
  Score: Raw -300019.958587 + Penalty 2640.348946 = -297379.609641
  nChanged 138
		SP:Iteration 6Q (104593.810000 sec): 3 clusters
  Score: Raw -300109.921463 + Penalty 2640.348946 = -297469.572517
  nChanged 133
		SP:Iteration 7Q (104593.870000 sec): 3 clusters
  Score: Raw -300205.980159 + Penalty 2640.348946 = -297565.631213
  nChanged 133
		SP:Iteration 8Q (104593.930000 sec): 3 clusters
  Score: Raw -300302.087541 + Penalty 2640.348946 = -297661.738595
  nChanged 127
		SP:Iteration 9Q (104594.000000 sec): 3 clusters
  Score: Raw -300401.620146 + Penalty 2640.348946 = -297761.271200
  nChanged 120
		SP:Iteration 10Q (104594.060000 sec): 3 clusters
  Score: Raw -300501.003341 + Penalty 2640.348946 = -297860.654395
  nChanged 101
		SP:Iteration 11Q (104594.130000 sec): 3 clusters
  Score: Raw -300569.412440 + Penalty 2640.348946 = -297929.063494
  nChanged 66
		SP:Iteration 12Q (104594.190000 sec): 3 clusters
  Score: Raw -300623.819960 + Penalty 2640.348946 = -297983.471014
  nChanged 65
		SP:Iteration 13Q (104594.250000 sec): 3 clusters
  Score: Raw -300679.343910 + Penalty 2640.348946 = -298038.994964
  nChanged 63
		SP:Iteration 14Q (104594.310000 sec): 3 clusters
  Score: Raw -300742.322660 + Penalty 2640.348946 = -298101.973714
  nChanged 57
		SP:Iteration 15Q (104594.380000 sec): 3 clusters
  Score: Raw -300793.452757 + Penalty 2640.348946 = -298153.103811
  nChanged 51
		SP:Iteration 16Q (104594.440000 sec): 3 clusters
  Score: Raw -300851.204158 + Penalty 2640.348946 = -298210.855211
  nChanged 34
		SP:Iteration 17Q (104594.500000 sec): 3 clusters
  Score: Raw -300887.519974 + Penalty 2640.348946 = -298247.171028
  nChanged 32
		SP:Iteration 18Q (104594.570000 sec): 3 clusters
  Score: Raw -300912.233295 + Penalty 2640.348946 = -298271.884349
  nChanged 18
		SP:Iteration 19Q (104594.630000 sec): 3 clusters
  Score: Raw -300923.248376 + Penalty 2640.348946 = -298282.899430
  nChanged 10
		SP:Iteration 20F (104594.690000 sec): 3 clusters
  Score: Raw -300928.804792 + Penalty 2640.348946 = -298288.455846
  nChanged 8
		SP:Iteration 21Q (104594.750000 sec): 3 clusters
  Score: Raw -300934.847554 + Penalty 2640.348946 = -298294.498608
  nChanged 10
		SP:Iteration 22Q (104594.810000 sec): 3 clusters
  Score: Raw -300941.733572 + Penalty 2640.348946 = -298301.384626
  nChanged 7
		SP:Iteration 23Q (104594.880000 sec): 3 clusters
  Score: Raw -300946.880304 + Penalty 2640.348946 = -298306.531358
  nChanged 9
		SP:Iteration 24Q (104594.940000 sec): 3 clusters
  Score: Raw -300957.510960 + Penalty 2640.348946 = -298317.162014
  nChanged 12
		SP:Iteration 25Q (104595.000000 sec): 3 clusters
  Score: Raw -300964.034683 + Penalty 2640.348946 = -298323.685736
  nChanged 7
		SP:Iteration 26Q (104595.060000 sec): 3 clusters
  Score: Raw -300968.189743 + Penalty 2640.348946 = -298327.840797
  nChanged 6
		SP:Iteration 27Q (104595.130000 sec): 3 clusters
  Score: Raw -300972.707191 + Penalty 2640.348946 = -298332.358245
  nChanged 7
		SP:Iteration 28Q (104595.190000 sec): 3 clusters
  Score: Raw -300981.659612 + Penalty 2640.348946 = -298341.310666
  nChanged 10
		SP:Iteration 29Q (104595.250000 sec): 3 clusters
  Score: Raw -300992.039004 + Penalty 2640.348946 = -298351.690058
  nChanged 10
		SP:Iteration 30Q (104595.310000 sec): 3 clusters
  Score: Raw -301000.116755 + Penalty 2640.348946 = -298359.767809
  nChanged 10
		SP:Iteration 31Q (104595.370000 sec): 3 clusters
  Score: Raw -301008.894251 + Penalty 2640.348946 = -298368.545305
  nChanged 13
		SP:Iteration 32Q (104595.430000 sec): 3 clusters
  Score: Raw -301017.072266 + Penalty 2640.348946 = -298376.723320
  nChanged 7
		SP:Iteration 33Q (104595.490000 sec): 3 clusters
  Score: Raw -301020.032189 + Penalty 2640.348946 = -298379.683243
  nChanged 3
		SP:Iteration 34Q (104595.560000 sec): 3 clusters
  Score: Raw -301021.122229 + Penalty 2640.348946 = -298380.773283
  nChanged 4
		SP:Iteration 35Q (104595.620000 sec): 3 clusters
  Score: Raw -301023.131857 + Penalty 2640.348946 = -298382.782911
  nChanged 0
		SP:Iteration 36F (104595.680000 sec): 3 clusters
  Score: Raw -301023.131857 + Penalty 2640.348946 = -298382.782911
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 79 (1846 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (104595.750000 sec): 2 clusters
  Score: Raw -145320.662608 + Penalty 1222.126167 = -144098.536441
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (104595.780000 sec): 3 clusters
  Score: Raw -144594.242157 + Penalty 2444.252335 = -142149.989822
  nChanged 624
		SP:Iteration 1F (104595.820000 sec): 3 clusters
  Score: Raw -145046.564936 + Penalty 2444.252335 = -142602.312601
  nChanged 172
		SP:Iteration 2F (104595.850000 sec): 3 clusters
  Score: Raw -145212.262465 + Penalty 2444.252335 = -142768.010130
  nChanged 99
		SP:Iteration 3F (104595.890000 sec): 3 clusters
  Score: Raw -145316.305173 + Penalty 2444.252335 = -142872.052838
  nChanged 82
		SP:Iteration 4Q (104595.920000 sec): 3 clusters
  Score: Raw -145397.879854 + Penalty 2444.252335 = -142953.627519
  nChanged 83
		SP:Iteration 5Q (104595.960000 sec): 3 clusters
  Score: Raw -145477.825966 + Penalty 2444.252335 = -143033.573631
  nChanged 80
		SP:Iteration 6Q (104595.990000 sec): 3 clusters
  Score: Raw -145570.098524 + Penalty 2444.252335 = -143125.846189
  nChanged 86
		SP:Iteration 7Q (104596.030000 sec): 3 clusters
  Score: Raw -145672.356912 + Penalty 2444.252335 = -143228.104577
  nChanged 65
		SP:Iteration 8Q (104596.060000 sec): 3 clusters
  Score: Raw -145742.569353 + Penalty 2444.252335 = -143298.317018
  nChanged 39
		SP:Iteration 9Q (104596.100000 sec): 3 clusters
  Score: Raw -145775.063806 + Penalty 2444.252335 = -143330.811471
  nChanged 36
		SP:Iteration 10Q (104596.130000 sec): 3 clusters
  Score: Raw -145815.117286 + Penalty 2444.252335 = -143370.864951
  nChanged 38
		SP:Iteration 11Q (104596.170000 sec): 3 clusters
  Score: Raw -145850.094418 + Penalty 2444.252335 = -143405.842083
  nChanged 28
		SP:Iteration 12Q (104596.200000 sec): 3 clusters
  Score: Raw -145878.599385 + Penalty 2444.252335 = -143434.347050
  nChanged 26
		SP:Iteration 13Q (104596.240000 sec): 3 clusters
  Score: Raw -145903.849138 + Penalty 2444.252335 = -143459.596803
  nChanged 24
		SP:Iteration 14Q (104596.270000 sec): 3 clusters
  Score: Raw -145940.780991 + Penalty 2444.252335 = -143496.528656
  nChanged 39
		SP:Iteration 15Q (104596.310000 sec): 3 clusters
  Score: Raw -145997.715000 + Penalty 2444.252335 = -143553.462665
  nChanged 30
		SP:Iteration 16Q (104596.340000 sec): 3 clusters
  Score: Raw -146026.559523 + Penalty 2444.252335 = -143582.307188
  nChanged 23
		SP:Iteration 17Q (104596.380000 sec): 3 clusters
  Score: Raw -146045.382749 + Penalty 2444.252335 = -143601.130414
  nChanged 16
		SP:Iteration 18Q (104596.410000 sec): 3 clusters
  Score: Raw -146060.075699 + Penalty 2444.252335 = -143615.823364
  nChanged 11
		SP:Iteration 19Q (104596.450000 sec): 3 clusters
  Score: Raw -146071.676466 + Penalty 2444.252335 = -143627.424131
  nChanged 14
		SP:Iteration 20F (104596.480000 sec): 3 clusters
  Score: Raw -146084.984539 + Penalty 2444.252335 = -143640.732204
  nChanged 11
		SP:Iteration 21Q (104596.520000 sec): 3 clusters
  Score: Raw -146093.580733 + Penalty 2444.252335 = -143649.328398
  nChanged 8
		SP:Iteration 22Q (104596.550000 sec): 3 clusters
  Score: Raw -146101.197325 + Penalty 2444.252335 = -143656.944991
  nChanged 6
		SP:Iteration 23Q (104596.590000 sec): 3 clusters
  Score: Raw -146106.604961 + Penalty 2444.252335 = -143662.352626
  nChanged 7
		SP:Iteration 24Q (104596.620000 sec): 3 clusters
  Score: Raw -146111.266745 + Penalty 2444.252335 = -143667.014410
  nChanged 5
		SP:Iteration 25Q (104596.650000 sec): 3 clusters
  Score: Raw -146115.964361 + Penalty 2444.252335 = -143671.712026
  nChanged 5
		SP:Iteration 26Q (104596.690000 sec): 3 clusters
  Score: Raw -146122.522262 + Penalty 2444.252335 = -143678.269927
  nChanged 7
		SP:Iteration 27Q (104596.720000 sec): 3 clusters
  Score: Raw -146129.803786 + Penalty 2444.252335 = -143685.551451
  nChanged 8
		SP:Iteration 28Q (104596.760000 sec): 3 clusters
  Score: Raw -146138.101115 + Penalty 2444.252335 = -143693.848780
  nChanged 6
		SP:Iteration 29Q (104596.790000 sec): 3 clusters
  Score: Raw -146143.193559 + Penalty 2444.252335 = -143698.941224
  nChanged 1
		SP:Iteration 30Q (104596.830000 sec): 3 clusters
  Score: Raw -146143.826755 + Penalty 2444.252335 = -143699.574420
  nChanged 0
		SP:Iteration 31F (104596.860000 sec): 3 clusters
  Score: Raw -146143.826755 + Penalty 2444.252335 = -143699.574420
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 80 (545 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (104596.890000 sec): 2 clusters
  Score: Raw -49461.878464 + Penalty 1023.877692 = -48438.000772
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (104596.910000 sec): 3 clusters
  Score: Raw -49372.698144 + Penalty 2047.755383 = -47324.942761
  nChanged 140
		SP:Iteration 1F (104596.920000 sec): 3 clusters
  Score: Raw -49532.258202 + Penalty 2047.755383 = -47484.502819
  nChanged 30
		SP:Iteration 2F (104596.930000 sec): 3 clusters
  Score: Raw -49580.789211 + Penalty 2047.755383 = -47533.033828
  nChanged 14
		SP:Iteration 3Q (104596.940000 sec): 3 clusters
  Score: Raw -49599.326981 + Penalty 2047.755383 = -47551.571598
  nChanged 6
		SP:Iteration 4Q (104596.950000 sec): 3 clusters
  Score: Raw -49606.953637 + Penalty 2047.755383 = -47559.198253
  nChanged 2
		SP:Iteration 5Q (104596.970000 sec): 3 clusters
  Score: Raw -49609.741244 + Penalty 2047.755383 = -47561.985861
  nChanged 4
		SP:Iteration 6Q (104596.970000 sec): 3 clusters
  Score: Raw -49613.306918 + Penalty 2047.755383 = -47565.551534
  nChanged 1
		SP:Iteration 7Q (104596.990000 sec): 3 clusters
  Score: Raw -49614.460661 + Penalty 2047.755383 = -47566.705278
  nChanged 1
		SP:Iteration 8Q (104597.000000 sec): 3 clusters
  Score: Raw -49616.553257 + Penalty 2047.755383 = -47568.797874
  nChanged 2
		SP:Iteration 9Q (104597.010000 sec): 3 clusters
  Score: Raw -49618.792772 + Penalty 2047.755383 = -47571.037389
  nChanged 5
		SP:Iteration 10Q (104597.020000 sec): 3 clusters
  Score: Raw -49625.591367 + Penalty 2047.755383 = -47577.835984
  nChanged 0
		SP:Iteration 11F (104597.030000 sec): 3 clusters
  Score: Raw -49625.591367 + Penalty 2047.755383 = -47577.835984
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 81 (5313 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (104597.120000 sec): 2 clusters
  Score: Raw -454963.556392 + Penalty 1393.910688 = -453569.645704
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (104597.240000 sec): 3 clusters
  Score: Raw -452199.650933 + Penalty 2787.821376 = -449411.829557
  nChanged 2166
		SP:Iteration 1F (104597.340000 sec): 3 clusters
  Score: Raw -453341.028052 + Penalty 2787.821376 = -450553.206676
  nChanged 385
		SP:Iteration 2F (104597.440000 sec): 3 clusters
  Score: Raw -453554.816048 + Penalty 2787.821376 = -450766.994672
  nChanged 294
		SP:Iteration 3F (104597.540000 sec): 3 clusters
  Score: Raw -453709.254086 + Penalty 2787.821376 = -450921.432710
  nChanged 250
		SP:Iteration 4Q (104597.640000 sec): 3 clusters
  Score: Raw -453827.150576 + Penalty 2787.821376 = -451039.329200
  nChanged 189
		SP:Iteration 5Q (104597.740000 sec): 3 clusters
  Score: Raw -453932.993973 + Penalty 2787.821376 = -451145.172597
  nChanged 199
		SP:Iteration 6Q (104597.940000 sec): 3 clusters
  Score: Raw -454060.465234 + Penalty 2787.821376 = -451272.643858
  nChanged 209
		SP:Iteration 7Q (104598.120000 sec): 3 clusters
  Score: Raw -454197.881041 + Penalty 2787.821376 = -451410.059665
  nChanged 211
		SP:Iteration 8Q (104598.290000 sec): 3 clusters
  Score: Raw -454329.333670 + Penalty 2787.821376 = -451541.512293
  nChanged 199
		SP:Iteration 9Q (104598.390000 sec): 3 clusters
  Score: Raw -454472.638769 + Penalty 2787.821376 = -451684.817393
  nChanged 201
		SP:Iteration 10Q (104598.490000 sec): 3 clusters
  Score: Raw -454616.450962 + Penalty 2787.821376 = -451828.629586
  nChanged 157
		SP:Iteration 11Q (104598.590000 sec): 3 clusters
  Score: Raw -454724.587439 + Penalty 2787.821376 = -451936.766063
  nChanged 121
		SP:Iteration 12Q (104598.690000 sec): 3 clusters
  Score: Raw -454820.468347 + Penalty 2787.821376 = -452032.646971
  nChanged 116
		SP:Iteration 13Q (104598.790000 sec): 3 clusters
  Score: Raw -454908.170520 + Penalty 2787.821376 = -452120.349144
  nChanged 78
		SP:Iteration 14Q (104598.890000 sec): 3 clusters
  Score: Raw -454979.940913 + Penalty 2787.821376 = -452192.119537
  nChanged 81
		SP:Iteration 15Q (104598.990000 sec): 3 clusters
  Score: Raw -455055.940837 + Penalty 2787.821376 = -452268.119461
  nChanged 64
		SP:Iteration 16Q (104599.080000 sec): 3 clusters
  Score: Raw -455104.122737 + Penalty 2787.821376 = -452316.301361
  nChanged 52
		SP:Iteration 17Q (104599.180000 sec): 3 clusters
  Score: Raw -455145.871458 + Penalty 2787.821376 = -452358.050082
  nChanged 46
		SP:Iteration 18Q (104599.280000 sec): 3 clusters
  Score: Raw -455182.954944 + Penalty 2787.821376 = -452395.133568
  nChanged 36
		SP:Iteration 19Q (104599.380000 sec): 3 clusters
  Score: Raw -455209.402524 + Penalty 2787.821376 = -452421.581148
  nChanged 24
		SP:Iteration 20F (104599.480000 sec): 3 clusters
  Score: Raw -455232.111073 + Penalty 2787.821376 = -452444.289697
  nChanged 20
		SP:Iteration 21Q (104599.580000 sec): 3 clusters
  Score: Raw -455251.973409 + Penalty 2787.821376 = -452464.152033
  nChanged 15
		SP:Iteration 22Q (104599.670000 sec): 3 clusters
  Score: Raw -455265.384224 + Penalty 2787.821376 = -452477.562848
  nChanged 13
		SP:Iteration 23Q (104599.770000 sec): 3 clusters
  Score: Raw -455279.893654 + Penalty 2787.821376 = -452492.072278
  nChanged 15
		SP:Iteration 24Q (104599.870000 sec): 3 clusters
  Score: Raw -455295.282650 + Penalty 2787.821376 = -452507.461274
  nChanged 17
		SP:Iteration 25Q (104599.960000 sec): 3 clusters
  Score: Raw -455311.089167 + Penalty 2787.821376 = -452523.267791
  nChanged 9
		SP:Iteration 26Q (104600.060000 sec): 3 clusters
  Score: Raw -455318.450254 + Penalty 2787.821376 = -452530.628878
  nChanged 4
		SP:Iteration 27Q (104600.150000 sec): 3 clusters
  Score: Raw -455319.997495 + Penalty 2787.821376 = -452532.176119
  nChanged 3
		SP:Iteration 28Q (104600.250000 sec): 3 clusters
  Score: Raw -455325.644695 + Penalty 2787.821376 = -452537.823319
  nChanged 5
		SP:Iteration 29Q (104600.340000 sec): 3 clusters
  Score: Raw -455328.832813 + Penalty 2787.821376 = -452541.011437
  nChanged 2
		SP:Iteration 30Q (104600.440000 sec): 3 clusters
  Score: Raw -455330.520468 + Penalty 2787.821376 = -452542.699092
  nChanged 2
		SP:Iteration 31Q (104600.530000 sec): 3 clusters
  Score: Raw -455332.407968 + Penalty 2787.821376 = -452544.586592
  nChanged 2
		SP:Iteration 32Q (104600.630000 sec): 3 clusters
  Score: Raw -455332.801500 + Penalty 2787.821376 = -452544.980124
  nChanged 1
		SP:Iteration 33Q (104600.730000 sec): 3 clusters
  Score: Raw -455333.348144 + Penalty 2787.821376 = -452545.526768
  nChanged 0
		SP:Iteration 34F (104600.830000 sec): 3 clusters
  Score: Raw -455333.348144 + Penalty 2787.821376 = -452545.526768
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 82 (265 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (104600.870000 sec): 2 clusters
  Score: Raw -19614.469443 + Penalty 906.706097 = -18707.763346
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (104600.880000 sec): 3 clusters
  Score: Raw -19769.254860 + Penalty 1813.412193 = -17955.842667
  nChanged 40
		SP:Iteration 1F (104600.880000 sec): 3 clusters
  Score: Raw -19891.173088 + Penalty 1813.412193 = -18077.760895
  nChanged 12
		SP:Iteration 2Q (104600.890000 sec): 3 clusters
  Score: Raw -19926.971963 + Penalty 1813.412193 = -18113.559770
  nChanged 6
		SP:Iteration 3Q (104600.890000 sec): 3 clusters
  Score: Raw -19949.187620 + Penalty 1813.412193 = -18135.775426
  nChanged 4
		SP:Iteration 4Q (104600.900000 sec): 3 clusters
  Score: Raw -19962.106632 + Penalty 1813.412193 = -18148.694438
  nChanged 1
		SP:Iteration 5Q (104600.910000 sec): 3 clusters
  Score: Raw -19965.638748 + Penalty 1813.412193 = -18152.226555
  nChanged 0
		SP:Iteration 6F (104600.910000 sec): 3 clusters
  Score: Raw -19965.638748 + Penalty 1813.412193 = -18152.226555
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 83 (1140 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (104600.960000 sec): 2 clusters
  Score: Raw -100327.220437 + Penalty 1143.802325 = -99183.418112
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (104600.980000 sec): 3 clusters
  Score: Raw -99925.960017 + Penalty 2287.604651 = -97638.355366
  nChanged 355
		SP:Iteration 1F (104601.010000 sec): 3 clusters
  Score: Raw -100230.616818 + Penalty 2287.604651 = -97943.012167
  nChanged 88
		SP:Iteration 2F (104601.030000 sec): 3 clusters
  Score: Raw -100312.886667 + Penalty 2287.604651 = -98025.282016
  nChanged 46
		SP:Iteration 3Q (104601.050000 sec): 3 clusters
  Score: Raw -100354.639358 + Penalty 2287.604651 = -98067.034707
  nChanged 29
		SP:Iteration 4Q (104601.070000 sec): 3 clusters
  Score: Raw -100376.140400 + Penalty 2287.604651 = -98088.535749
  nChanged 24
		SP:Iteration 5Q (104601.090000 sec): 3 clusters
  Score: Raw -100405.251273 + Penalty 2287.604651 = -98117.646622
  nChanged 22
		SP:Iteration 6Q (104601.120000 sec): 3 clusters
  Score: Raw -100424.773995 + Penalty 2287.604651 = -98137.169345
  nChanged 16
		SP:Iteration 7Q (104601.140000 sec): 3 clusters
  Score: Raw -100437.528565 + Penalty 2287.604651 = -98149.923914
  nChanged 17
		SP:Iteration 8Q (104601.160000 sec): 3 clusters
  Score: Raw -100454.750570 + Penalty 2287.604651 = -98167.145919
  nChanged 16
		SP:Iteration 9Q (104601.190000 sec): 3 clusters
  Score: Raw -100472.674904 + Penalty 2287.604651 = -98185.070253
  nChanged 15
		SP:Iteration 10Q (104601.210000 sec): 3 clusters
  Score: Raw -100485.135347 + Penalty 2287.604651 = -98197.530696
  nChanged 16
		SP:Iteration 11Q (104601.230000 sec): 3 clusters
  Score: Raw -100495.755158 + Penalty 2287.604651 = -98208.150507
  nChanged 13
		SP:Iteration 12Q (104601.250000 sec): 3 clusters
  Score: Raw -100506.513961 + Penalty 2287.604651 = -98218.909310
  nChanged 14
		SP:Iteration 13Q (104601.280000 sec): 3 clusters
  Score: Raw -100515.390828 + Penalty 2287.604651 = -98227.786177
  nChanged 9
		SP:Iteration 14Q (104601.300000 sec): 3 clusters
  Score: Raw -100523.574265 + Penalty 2287.604651 = -98235.969614
  nChanged 9
		SP:Iteration 15Q (104601.320000 sec): 3 clusters
  Score: Raw -100529.618153 + Penalty 2287.604651 = -98242.013502
  nChanged 8
		SP:Iteration 16Q (104601.340000 sec): 3 clusters
  Score: Raw -100535.341611 + Penalty 2287.604651 = -98247.736960
  nChanged 8
		SP:Iteration 17Q (104601.370000 sec): 3 clusters
  Score: Raw -100540.837153 + Penalty 2287.604651 = -98253.232502
  nChanged 3
		SP:Iteration 18Q (104601.400000 sec): 3 clusters
  Score: Raw -100545.479230 + Penalty 2287.604651 = -98257.874579
  nChanged 4
		SP:Iteration 19Q (104601.420000 sec): 3 clusters
  Score: Raw -100548.546764 + Penalty 2287.604651 = -98260.942113
  nChanged 4
		SP:Iteration 20F (104601.440000 sec): 3 clusters
  Score: Raw -100552.008608 + Penalty 2287.604651 = -98264.403957
  nChanged 3
		SP:Iteration 21Q (104601.470000 sec): 3 clusters
  Score: Raw -100553.779858 + Penalty 2287.604651 = -98266.175207
  nChanged 1
		SP:Iteration 22Q (104601.490000 sec): 3 clusters
  Score: Raw -100554.098795 + Penalty 2287.604651 = -98266.494144
  nChanged 1
		SP:Iteration 23Q (104601.510000 sec): 3 clusters
  Score: Raw -100555.133968 + Penalty 2287.604651 = -98267.529317
  nChanged 2
		SP:Iteration 24Q (104601.530000 sec): 3 clusters
  Score: Raw -100557.673576 + Penalty 2287.604651 = -98270.068925
  nChanged 2
		SP:Iteration 25Q (104601.550000 sec): 3 clusters
  Score: Raw -100559.499013 + Penalty 2287.604651 = -98271.894362
  nChanged 0
		SP:Iteration 26F (104601.580000 sec): 3 clusters
  Score: Raw -100559.499013 + Penalty 2287.604651 = -98271.894362
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 84 (2195 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (104601.640000 sec): 2 clusters
  Score: Raw -191570.680355 + Penalty 1250.264815 = -190320.415540
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (104601.690000 sec): 3 clusters
  Score: Raw -190613.989735 + Penalty 2500.529631 = -188113.460104
  nChanged 799
		SP:Iteration 1F (104601.730000 sec): 3 clusters
  Score: Raw -191223.924019 + Penalty 2500.529631 = -188723.394388
  nChanged 227
		SP:Iteration 2F (104601.770000 sec): 3 clusters
  Score: Raw -191527.155354 + Penalty 2500.529631 = -189026.625723
  nChanged 191
		SP:Iteration 3F (104601.810000 sec): 3 clusters
  Score: Raw -191768.066709 + Penalty 2500.529631 = -189267.537078
  nChanged 154
		SP:Iteration 4F (104601.850000 sec): 3 clusters
  Score: Raw -191949.740425 + Penalty 2500.529631 = -189449.210794
  nChanged 113
		SP:Iteration 5F (104601.890000 sec): 3 clusters
  Score: Raw -192061.483056 + Penalty 2500.529631 = -189560.953426
  nChanged 73
		SP:Iteration 6Q (104601.930000 sec): 3 clusters
  Score: Raw -192122.515681 + Penalty 2500.529631 = -189621.986050
  nChanged 55
		SP:Iteration 7Q (104601.980000 sec): 3 clusters
  Score: Raw -192159.560809 + Penalty 2500.529631 = -189659.031179
  nChanged 29
		SP:Iteration 8Q (104602.020000 sec): 3 clusters
  Score: Raw -192180.440167 + Penalty 2500.529631 = -189679.910536
  nChanged 28
		SP:Iteration 9Q (104602.060000 sec): 3 clusters
  Score: Raw -192197.500012 + Penalty 2500.529631 = -189696.970381
  nChanged 17
		SP:Iteration 10Q (104602.110000 sec): 3 clusters
  Score: Raw -192209.015404 + Penalty 2500.529631 = -189708.485773
  nChanged 13
		SP:Iteration 11Q (104602.150000 sec): 3 clusters
  Score: Raw -192217.430715 + Penalty 2500.529631 = -189716.901084
  nChanged 13
		SP:Iteration 12Q (104602.190000 sec): 3 clusters
  Score: Raw -192223.820677 + Penalty 2500.529631 = -189723.291047
  nChanged 10
		SP:Iteration 13Q (104602.230000 sec): 3 clusters
  Score: Raw -192229.123460 + Penalty 2500.529631 = -189728.593829
  nChanged 7
		SP:Iteration 14Q (104602.280000 sec): 3 clusters
  Score: Raw -192232.647573 + Penalty 2500.529631 = -189732.117942
  nChanged 5
		SP:Iteration 15Q (104602.320000 sec): 3 clusters
  Score: Raw -192235.274844 + Penalty 2500.529631 = -189734.745214
  nChanged 2
		SP:Iteration 16Q (104602.360000 sec): 3 clusters
  Score: Raw -192235.957367 + Penalty 2500.529631 = -189735.427736
  nChanged 2
		SP:Iteration 17Q (104602.410000 sec): 3 clusters
  Score: Raw -192236.553793 + Penalty 2500.529631 = -189736.024163
  nChanged 2
		SP:Iteration 18Q (104602.450000 sec): 3 clusters
  Score: Raw -192237.231571 + Penalty 2500.529631 = -189736.701941
  nChanged 0
		SP:Iteration 19F (104602.490000 sec): 3 clusters
  Score: Raw -192237.231571 + Penalty 2500.529631 = -189736.701941
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 85 (1430 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (104602.540000 sec): 2 clusters
  Score: Raw -124623.218612 + Penalty 1180.632330 = -123442.586282
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (104602.570000 sec): 3 clusters
  Score: Raw -124083.683972 + Penalty 2361.264660 = -121722.419312
  nChanged 455
		SP:Iteration 1F (104602.600000 sec): 3 clusters
  Score: Raw -124447.577308 + Penalty 2361.264660 = -122086.312648
  nChanged 123
		SP:Iteration 2F (104602.630000 sec): 3 clusters
  Score: Raw -124543.208770 + Penalty 2361.264660 = -122181.944110
  nChanged 64
		SP:Iteration 3Q (104602.660000 sec): 3 clusters
  Score: Raw -124593.561586 + Penalty 2361.264660 = -122232.296925
  nChanged 48
		SP:Iteration 4Q (104602.690000 sec): 3 clusters
  Score: Raw -124628.924962 + Penalty 2361.264660 = -122267.660302
  nChanged 30
		SP:Iteration 5Q (104602.710000 sec): 3 clusters
  Score: Raw -124650.778242 + Penalty 2361.264660 = -122289.513582
  nChanged 18
		SP:Iteration 6Q (104602.740000 sec): 3 clusters
  Score: Raw -124660.476085 + Penalty 2361.264660 = -122299.211425
  nChanged 12
		SP:Iteration 7Q (104602.770000 sec): 3 clusters
  Score: Raw -124668.923643 + Penalty 2361.264660 = -122307.658983
  nChanged 9
		SP:Iteration 8Q (104602.800000 sec): 3 clusters
  Score: Raw -124676.569585 + Penalty 2361.264660 = -122315.304925
  nChanged 10
		SP:Iteration 9Q (104602.830000 sec): 3 clusters
  Score: Raw -124682.478283 + Penalty 2361.264660 = -122321.213623
  nChanged 11
		SP:Iteration 10Q (104602.850000 sec): 3 clusters
  Score: Raw -124687.711124 + Penalty 2361.264660 = -122326.446464
  nChanged 8
		SP:Iteration 11Q (104602.880000 sec): 3 clusters
  Score: Raw -124691.913296 + Penalty 2361.264660 = -122330.648636
  nChanged 5
		SP:Iteration 12Q (104602.910000 sec): 3 clusters
  Score: Raw -124694.514440 + Penalty 2361.264660 = -122333.249780
  nChanged 3
		SP:Iteration 13Q (104602.940000 sec): 3 clusters
  Score: Raw -124696.260480 + Penalty 2361.264660 = -122334.995820
  nChanged 4
		SP:Iteration 14Q (104602.970000 sec): 3 clusters
  Score: Raw -124698.786854 + Penalty 2361.264660 = -122337.522194
  nChanged 4
		SP:Iteration 15Q (104602.990000 sec): 3 clusters
  Score: Raw -124701.137576 + Penalty 2361.264660 = -122339.872916
  nChanged 4
		SP:Iteration 16Q (104603.020000 sec): 3 clusters
  Score: Raw -124702.518980 + Penalty 2361.264660 = -122341.254320
  nChanged 3
		SP:Iteration 17Q (104603.050000 sec): 3 clusters
  Score: Raw -124703.545892 + Penalty 2361.264660 = -122342.281232
  nChanged 4
		SP:Iteration 18Q (104603.080000 sec): 3 clusters
  Score: Raw -124705.396202 + Penalty 2361.264660 = -122344.131542
  nChanged 4
		SP:Iteration 19Q (104603.110000 sec): 3 clusters
  Score: Raw -124708.868178 + Penalty 2361.264660 = -122347.603518
  nChanged 1
		SP:Iteration 20F (104603.130000 sec): 3 clusters
  Score: Raw -124709.367729 + Penalty 2361.264660 = -122348.103069
  nChanged 2
		SP:Iteration 21Q (104603.160000 sec): 3 clusters
  Score: Raw -124711.264469 + Penalty 2361.264660 = -122349.999809
  nChanged 1
		SP:Iteration 22Q (104603.190000 sec): 3 clusters
  Score: Raw -124711.844056 + Penalty 2361.264660 = -122350.579396
  nChanged 3
		SP:Iteration 23Q (104603.220000 sec): 3 clusters
  Score: Raw -124714.063703 + Penalty 2361.264660 = -122352.799043
  nChanged 3
		SP:Iteration 24Q (104603.250000 sec): 3 clusters
  Score: Raw -124714.932232 + Penalty 2361.264660 = -122353.667572
  nChanged 1
		SP:Iteration 25Q (104603.270000 sec): 3 clusters
  Score: Raw -124715.262410 + Penalty 2361.264660 = -122353.997750
  nChanged 0
		SP:Iteration 26F (104603.300000 sec): 3 clusters
  Score: Raw -124715.262410 + Penalty 2361.264660 = -122353.997750
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 86 (1090 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (104603.350000 sec): 2 clusters
  Score: Raw -79020.162473 + Penalty 1136.514108 = -77883.648365
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (104603.370000 sec): 3 clusters
  Score: Raw -78721.148684 + Penalty 2273.028217 = -76448.120468
  nChanged 333
		SP:Iteration 1F (104603.390000 sec): 3 clusters
  Score: Raw -79030.816997 + Penalty 2273.028217 = -76757.788780
  nChanged 96
		SP:Iteration 2F (104603.410000 sec): 3 clusters
  Score: Raw -79145.901906 + Penalty 2273.028217 = -76872.873689
  nChanged 62
		SP:Iteration 3F (104603.430000 sec): 3 clusters
  Score: Raw -79229.672029 + Penalty 2273.028217 = -76956.643812
  nChanged 49
		SP:Iteration 4Q (104603.450000 sec): 3 clusters
  Score: Raw -79299.103946 + Penalty 2273.028217 = -77026.075729
  nChanged 42
		SP:Iteration 5Q (104603.480000 sec): 3 clusters
  Score: Raw -79357.034197 + Penalty 2273.028217 = -77084.005980
  nChanged 40
		SP:Iteration 6Q (104603.500000 sec): 3 clusters
  Score: Raw -79405.812499 + Penalty 2273.028217 = -77132.784283
  nChanged 25
		SP:Iteration 7Q (104603.520000 sec): 3 clusters
  Score: Raw -79428.753627 + Penalty 2273.028217 = -77155.725410
  nChanged 14
		SP:Iteration 8Q (104603.540000 sec): 3 clusters
  Score: Raw -79440.204815 + Penalty 2273.028217 = -77167.176598
  nChanged 11
		SP:Iteration 9Q (104603.560000 sec): 3 clusters
  Score: Raw -79454.193558 + Penalty 2273.028217 = -77181.165341
  nChanged 16
		SP:Iteration 10Q (104603.580000 sec): 3 clusters
  Score: Raw -79481.668952 + Penalty 2273.028217 = -77208.640735
  nChanged 21
		SP:Iteration 11Q (104603.600000 sec): 3 clusters
  Score: Raw -79516.531086 + Penalty 2273.028217 = -77243.502869
  nChanged 13
		SP:Iteration 12Q (104603.620000 sec): 3 clusters
  Score: Raw -79538.196769 + Penalty 2273.028217 = -77265.168552
  nChanged 13
		SP:Iteration 13Q (104603.650000 sec): 3 clusters
  Score: Raw -79564.290602 + Penalty 2273.028217 = -77291.262385
  nChanged 15
		SP:Iteration 14Q (104603.670000 sec): 3 clusters
  Score: Raw -79587.468906 + Penalty 2273.028217 = -77314.440689
  nChanged 15
		SP:Iteration 15Q (104603.690000 sec): 3 clusters
  Score: Raw -79605.283957 + Penalty 2273.028217 = -77332.255740
  nChanged 12
		SP:Iteration 16Q (104603.710000 sec): 3 clusters
  Score: Raw -79614.922692 + Penalty 2273.028217 = -77341.894475
  nChanged 8
		SP:Iteration 17Q (104603.730000 sec): 3 clusters
  Score: Raw -79622.107941 + Penalty 2273.028217 = -77349.079724
  nChanged 8
		SP:Iteration 18Q (104603.750000 sec): 3 clusters
  Score: Raw -79634.326915 + Penalty 2273.028217 = -77361.298698
  nChanged 6
		SP:Iteration 19Q (104603.770000 sec): 3 clusters
  Score: Raw -79638.611217 + Penalty 2273.028217 = -77365.583000
  nChanged 0
		SP:Iteration 20F (104603.790000 sec): 3 clusters
  Score: Raw -79638.611217 + Penalty 2273.028217 = -77365.583000
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 87 (6158 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (104603.880000 sec): 2 clusters
  Score: Raw -555935.283750 + Penalty 1417.894941 = -554517.388810
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (104604.000000 sec): 3 clusters
  Score: Raw -552672.831285 + Penalty 2835.789882 = -549837.041403
  nChanged 2572
		SP:Iteration 1F (104604.100000 sec): 3 clusters
  Score: Raw -554238.935228 + Penalty 2835.789882 = -551403.145347
  nChanged 504
		SP:Iteration 2F (104604.210000 sec): 3 clusters
  Score: Raw -554622.662326 + Penalty 2835.789882 = -551786.872444
  nChanged 384
		SP:Iteration 3F (104604.310000 sec): 3 clusters
  Score: Raw -554988.979632 + Penalty 2835.789882 = -552153.189750
  nChanged 337
		SP:Iteration 4F (104604.410000 sec): 3 clusters
  Score: Raw -555280.560993 + Penalty 2835.789882 = -552444.771111
  nChanged 288
		SP:Iteration 5Q (104604.520000 sec): 3 clusters
  Score: Raw -555456.369387 + Penalty 2835.789882 = -552620.579505
  nChanged 242
		SP:Iteration 6Q (104604.620000 sec): 3 clusters
  Score: Raw -555583.250654 + Penalty 2835.789882 = -552747.460772
  nChanged 200
		SP:Iteration 7Q (104604.730000 sec): 3 clusters
  Score: Raw -555688.953301 + Penalty 2835.789882 = -552853.163419
  nChanged 174
		SP:Iteration 8Q (104604.830000 sec): 3 clusters
  Score: Raw -555794.752223 + Penalty 2835.789882 = -552958.962341
  nChanged 194
		SP:Iteration 9Q (104604.940000 sec): 3 clusters
  Score: Raw -555916.702259 + Penalty 2835.789882 = -553080.912377
  nChanged 208
		SP:Iteration 10Q (104605.040000 sec): 3 clusters
  Score: Raw -556057.858012 + Penalty 2835.789882 = -553222.068131
  nChanged 182
		SP:Iteration 11Q (104605.150000 sec): 3 clusters
  Score: Raw -556180.228371 + Penalty 2835.789882 = -553344.438489
  nChanged 185
		SP:Iteration 12Q (104605.250000 sec): 3 clusters
  Score: Raw -556296.135991 + Penalty 2835.789882 = -553460.346109
  nChanged 151
		SP:Iteration 13Q (104605.350000 sec): 3 clusters
  Score: Raw -556383.393475 + Penalty 2835.789882 = -553547.603593
  nChanged 116
		SP:Iteration 14Q (104605.460000 sec): 3 clusters
  Score: Raw -556432.975364 + Penalty 2835.789882 = -553597.185482
  nChanged 82
		SP:Iteration 15Q (104605.560000 sec): 3 clusters
  Score: Raw -556462.010923 + Penalty 2835.789882 = -553626.221041
  nChanged 62
		SP:Iteration 16Q (104605.670000 sec): 3 clusters
  Score: Raw -556481.920865 + Penalty 2835.789882 = -553646.130983
  nChanged 51
		SP:Iteration 17Q (104605.770000 sec): 3 clusters
  Score: Raw -556496.251351 + Penalty 2835.789882 = -553660.461470
  nChanged 32
		SP:Iteration 18Q (104605.870000 sec): 3 clusters
  Score: Raw -556503.982852 + Penalty 2835.789882 = -553668.192970
  nChanged 19
		SP:Iteration 19Q (104605.980000 sec): 3 clusters
  Score: Raw -556507.804196 + Penalty 2835.789882 = -553672.014315
  nChanged 20
		SP:Iteration 20F (104606.080000 sec): 3 clusters
  Score: Raw -556512.002903 + Penalty 2835.789882 = -553676.213022
  nChanged 19
		SP:Iteration 21Q (104606.190000 sec): 3 clusters
  Score: Raw -556516.896915 + Penalty 2835.789882 = -553681.107033
  nChanged 12
		SP:Iteration 22Q (104606.290000 sec): 3 clusters
  Score: Raw -556519.246525 + Penalty 2835.789882 = -553683.456643
  nChanged 8
		SP:Iteration 23Q (104606.390000 sec): 3 clusters
  Score: Raw -556520.160671 + Penalty 2835.789882 = -553684.370789
  nChanged 2
		SP:Iteration 24Q (104606.490000 sec): 3 clusters
  Score: Raw -556520.448330 + Penalty 2835.789882 = -553684.658448
  nChanged 4
		SP:Iteration 25Q (104606.600000 sec): 3 clusters
  Score: Raw -556521.180186 + Penalty 2835.789882 = -553685.390304
  nChanged 8
		SP:Iteration 26Q (104606.700000 sec): 3 clusters
  Score: Raw -556522.829558 + Penalty 2835.789882 = -553687.039676
  nChanged 9
		SP:Iteration 27Q (104606.810000 sec): 3 clusters
  Score: Raw -556524.585471 + Penalty 2835.789882 = -553688.795590
  nChanged 11
		SP:Iteration 28Q (104606.910000 sec): 3 clusters
  Score: Raw -556526.333204 + Penalty 2835.789882 = -553690.543322
  nChanged 5
		SP:Iteration 29Q (104607.010000 sec): 3 clusters
  Score: Raw -556526.898268 + Penalty 2835.789882 = -553691.108386
  nChanged 2
		SP:Iteration 30Q (104607.110000 sec): 3 clusters
  Score: Raw -556527.342511 + Penalty 2835.789882 = -553691.552630
  nChanged 3
		SP:Iteration 31Q (104607.220000 sec): 3 clusters
  Score: Raw -556528.018884 + Penalty 2835.789882 = -553692.229003
  nChanged 3
		SP:Iteration 32Q (104607.320000 sec): 3 clusters
  Score: Raw -556528.375451 + Penalty 2835.789882 = -553692.585569
  nChanged 2
		SP:Iteration 33Q (104607.430000 sec): 3 clusters
  Score: Raw -556528.517121 + Penalty 2835.789882 = -553692.727240
  nChanged 1
		SP:Iteration 34Q (104607.530000 sec): 3 clusters
  Score: Raw -556528.674696 + Penalty 2835.789882 = -553692.884814
  nChanged 1
		SP:Iteration 35Q (104607.630000 sec): 3 clusters
  Score: Raw -556528.746706 + Penalty 2835.789882 = -553692.956824
  nChanged 0
		SP:Iteration 36F (104607.730000 sec): 3 clusters
  Score: Raw -556528.746706 + Penalty 2835.789882 = -553692.956824
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 88 (10472 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (104607.840000 sec): 2 clusters
  Score: Raw -903703.777875 + Penalty 1504.174800 = -902199.603076
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (104608.010000 sec): 3 clusters
  Score: Raw -897745.729736 + Penalty 3008.349600 = -894737.380136
  nChanged 4490
		SP:Iteration 1F (104608.150000 sec): 3 clusters
  Score: Raw -900194.647766 + Penalty 3008.349600 = -897186.298166
  nChanged 684
		SP:Iteration 2F (104608.310000 sec): 3 clusters
  Score: Raw -900534.160253 + Penalty 3008.349600 = -897525.810653
  nChanged 626
		SP:Iteration 3F (104608.460000 sec): 3 clusters
  Score: Raw -900864.976527 + Penalty 3008.349600 = -897856.626927
  nChanged 602
		SP:Iteration 4F (104608.620000 sec): 3 clusters
  Score: Raw -901229.700791 + Penalty 3008.349600 = -898221.351191
  nChanged 621
		SP:Iteration 5F (104608.790000 sec): 3 clusters
  Score: Raw -901611.189629 + Penalty 3008.349600 = -898602.840029
  nChanged 616
		SP:Iteration 6F (104608.940000 sec): 3 clusters
  Score: Raw -902022.052732 + Penalty 3008.349600 = -899013.703132
  nChanged 584
		SP:Iteration 7F (104609.110000 sec): 3 clusters
  Score: Raw -902346.157132 + Penalty 3008.349600 = -899337.807532
  nChanged 455
		SP:Iteration 8Q (104609.280000 sec): 3 clusters
  Score: Raw -902554.589699 + Penalty 3008.349600 = -899546.240099
  nChanged 348
		SP:Iteration 9Q (104609.440000 sec): 3 clusters
  Score: Raw -902677.220228 + Penalty 3008.349600 = -899668.870628
  nChanged 230
		SP:Iteration 10Q (104609.620000 sec): 3 clusters
  Score: Raw -902746.796052 + Penalty 3008.349600 = -899738.446452
  nChanged 186
		SP:Iteration 11Q (104609.770000 sec): 3 clusters
  Score: Raw -902795.782982 + Penalty 3008.349600 = -899787.433382
  nChanged 132
		SP:Iteration 12Q (104609.950000 sec): 3 clusters
  Score: Raw -902823.175556 + Penalty 3008.349600 = -899814.825956
  nChanged 101
		SP:Iteration 13Q (104610.110000 sec): 3 clusters
  Score: Raw -902842.564690 + Penalty 3008.349600 = -899834.215090
  nChanged 85
		SP:Iteration 14Q (104610.280000 sec): 3 clusters
  Score: Raw -902857.613892 + Penalty 3008.349600 = -899849.264292
  nChanged 67
		SP:Iteration 15Q (104610.440000 sec): 3 clusters
  Score: Raw -902869.068534 + Penalty 3008.349600 = -899860.718934
  nChanged 59
		SP:Iteration 16Q (104610.610000 sec): 3 clusters
  Score: Raw -902879.031298 + Penalty 3008.349600 = -899870.681698
  nChanged 55
		SP:Iteration 17Q (104610.800000 sec): 3 clusters
  Score: Raw -902889.440343 + Penalty 3008.349600 = -899881.090743
  nChanged 55
		SP:Iteration 18Q (104610.950000 sec): 3 clusters
  Score: Raw -902898.116517 + Penalty 3008.349600 = -899889.766917
  nChanged 45
		SP:Iteration 19Q (104611.120000 sec): 3 clusters
  Score: Raw -902905.099344 + Penalty 3008.349600 = -899896.749744
  nChanged 36
		SP:Iteration 20F (104611.270000 sec): 3 clusters
  Score: Raw -902910.495959 + Penalty 3008.349600 = -899902.146359
  nChanged 37
		SP:Iteration 21Q (104611.440000 sec): 3 clusters
  Score: Raw -902915.792194 + Penalty 3008.349600 = -899907.442594
  nChanged 34
		SP:Iteration 22Q (104611.610000 sec): 3 clusters
  Score: Raw -902920.732967 + Penalty 3008.349600 = -899912.383367
  nChanged 42
		SP:Iteration 23Q (104611.750000 sec): 3 clusters
  Score: Raw -902927.422810 + Penalty 3008.349600 = -899919.073210
  nChanged 43
		SP:Iteration 24Q (104611.930000 sec): 3 clusters
  Score: Raw -902933.115996 + Penalty 3008.349600 = -899924.766396
  nChanged 36
		SP:Iteration 25Q (104612.090000 sec): 3 clusters
  Score: Raw -902939.158849 + Penalty 3008.349600 = -899930.809249
  nChanged 42
		SP:Iteration 26Q (104612.260000 sec): 3 clusters
  Score: Raw -902946.721226 + Penalty 3008.349600 = -899938.371626
  nChanged 50
		SP:Iteration 27Q (104612.420000 sec): 3 clusters
  Score: Raw -902955.937690 + Penalty 3008.349600 = -899947.588090
  nChanged 44
		SP:Iteration 28Q (104612.570000 sec): 3 clusters
  Score: Raw -902962.988842 + Penalty 3008.349600 = -899954.639242
  nChanged 39
		SP:Iteration 29Q (104612.740000 sec): 3 clusters
  Score: Raw -902969.636996 + Penalty 3008.349600 = -899961.287396
  nChanged 51
		SP:Iteration 30Q (104612.900000 sec): 3 clusters
  Score: Raw -902979.246722 + Penalty 3008.349600 = -899970.897122
  nChanged 54
		SP:Iteration 31Q (104613.070000 sec): 3 clusters
  Score: Raw -902989.280566 + Penalty 3008.349600 = -899980.930966
  nChanged 63
		SP:Iteration 32Q (104613.260000 sec): 3 clusters
  Score: Raw -902999.174293 + Penalty 3008.349600 = -899990.824693
  nChanged 56
		SP:Iteration 33Q (104613.410000 sec): 3 clusters
  Score: Raw -903007.669106 + Penalty 3008.349600 = -899999.319506
  nChanged 58
		SP:Iteration 34Q (104613.570000 sec): 3 clusters
  Score: Raw -903017.682332 + Penalty 3008.349600 = -900009.332732
  nChanged 67
		SP:Iteration 35Q (104613.720000 sec): 3 clusters
  Score: Raw -903029.512720 + Penalty 3008.349600 = -900021.163120
  nChanged 70
		SP:Iteration 36Q (104613.890000 sec): 3 clusters
  Score: Raw -903043.419391 + Penalty 3008.349600 = -900035.069791
  nChanged 87
		SP:Iteration 37Q (104614.050000 sec): 3 clusters
  Score: Raw -903060.941464 + Penalty 3008.349600 = -900052.591864
  nChanged 89
		SP:Iteration 38Q (104614.200000 sec): 3 clusters
  Score: Raw -903079.723141 + Penalty 3008.349600 = -900071.373541
  nChanged 91
		SP:Iteration 39Q (104614.370000 sec): 3 clusters
  Score: Raw -903100.875805 + Penalty 3008.349600 = -900092.526205
  nChanged 103
		SP:Iteration 40F (104614.520000 sec): 3 clusters
  Score: Raw -903124.984573 + Penalty 3008.349600 = -900116.634973
  nChanged 120
		SP:Iteration 41Q (104614.690000 sec): 3 clusters
  Score: Raw -903148.853581 + Penalty 3008.349600 = -900140.503981
  nChanged 97
		SP:Iteration 42Q (104614.880000 sec): 3 clusters
  Score: Raw -903171.521453 + Penalty 3008.349600 = -900163.171853
  nChanged 108
		SP:Iteration 43Q (104615.030000 sec): 3 clusters
  Score: Raw -903195.812301 + Penalty 3008.349600 = -900187.462701
  nChanged 104
		SP:Iteration 44Q (104615.200000 sec): 3 clusters
  Score: Raw -903219.945473 + Penalty 3008.349600 = -900211.595873
  nChanged 114
		SP:Iteration 45Q (104615.360000 sec): 3 clusters
  Score: Raw -903247.602115 + Penalty 3008.349600 = -900239.252515
  nChanged 123
		SP:Iteration 46Q (104615.520000 sec): 3 clusters
  Score: Raw -903275.653055 + Penalty 3008.349600 = -900267.303455
  nChanged 112
		SP:Iteration 47Q (104615.680000 sec): 3 clusters
  Score: Raw -903304.655693 + Penalty 3008.349600 = -900296.306093
  nChanged 101
		SP:Iteration 48Q (104615.830000 sec): 3 clusters
  Score: Raw -903325.272677 + Penalty 3008.349600 = -900316.923077
  nChanged 82
		SP:Iteration 49Q (104616.000000 sec): 3 clusters
  Score: Raw -903341.750590 + Penalty 3008.349600 = -900333.400990
  nChanged 78
		SP:Iteration 50Q (104616.150000 sec): 3 clusters
  Score: Raw -903358.229404 + Penalty 3008.349600 = -900349.879804
  nChanged 87
		SP:Iteration 51Q (104616.310000 sec): 3 clusters
  Score: Raw -903377.988125 + Penalty 3008.349600 = -900369.638525
  nChanged 85
		SP:Iteration 52Q (104616.500000 sec): 3 clusters
  Score: Raw -903400.970164 + Penalty 3008.349600 = -900392.620564
  nChanged 83
		SP:Iteration 53Q (104616.650000 sec): 3 clusters
  Score: Raw -903422.893087 + Penalty 3008.349600 = -900414.543487
  nChanged 79
		SP:Iteration 54Q (104616.810000 sec): 3 clusters
  Score: Raw -903445.120205 + Penalty 3008.349600 = -900436.770605
  nChanged 89
		SP:Iteration 55Q (104616.970000 sec): 3 clusters
  Score: Raw -903468.295143 + Penalty 3008.349600 = -900459.945543
  nChanged 112
		SP:Iteration 56Q (104617.110000 sec): 3 clusters
  Score: Raw -903501.137926 + Penalty 3008.349600 = -900492.788326
  nChanged 111
		SP:Iteration 57Q (104617.280000 sec): 3 clusters
  Score: Raw -903531.521554 + Penalty 3008.349600 = -900523.171954
  nChanged 98
		SP:Iteration 58Q (104617.430000 sec): 3 clusters
  Score: Raw -903558.451952 + Penalty 3008.349600 = -900550.102352
  nChanged 99
		SP:Iteration 59Q (104617.570000 sec): 3 clusters
  Score: Raw -903585.833553 + Penalty 3008.349600 = -900577.483953
  nChanged 102
		SP:Iteration 60F (104617.740000 sec): 3 clusters
  Score: Raw -903614.591029 + Penalty 3008.349600 = -900606.241429
  nChanged 88
		SP:Iteration 61Q (104617.890000 sec): 3 clusters
  Score: Raw -903640.171348 + Penalty 3008.349600 = -900631.821748
  nChanged 89
		SP:Iteration 62Q (104618.030000 sec): 3 clusters
  Score: Raw -903661.430747 + Penalty 3008.349600 = -900653.081147
  nChanged 79
		SP:Iteration 63Q (104618.200000 sec): 3 clusters
  Score: Raw -903682.084046 + Penalty 3008.349600 = -900673.734446
  nChanged 74
		SP:Iteration 64Q (104618.350000 sec): 3 clusters
  Score: Raw -903701.657515 + Penalty 3008.349600 = -900693.307916
  nChanged 74
		SP:Iteration 65Q (104618.490000 sec): 3 clusters
  Score: Raw -903719.669974 + Penalty 3008.349600 = -900711.320374
  nChanged 63
		SP:Iteration 66Q (104618.660000 sec): 3 clusters
  Score: Raw -903735.346032 + Penalty 3008.349600 = -900726.996432
  nChanged 58
		SP:Iteration 67Q (104618.840000 sec): 3 clusters
  Score: Raw -903750.612033 + Penalty 3008.349600 = -900742.262433
  nChanged 54
		SP:Iteration 68Q (104618.980000 sec): 3 clusters
  Score: Raw -903765.394067 + Penalty 3008.349600 = -900757.044467
  nChanged 58
		SP:Iteration 69Q (104619.140000 sec): 3 clusters
  Score: Raw -903781.194843 + Penalty 3008.349600 = -900772.845243
  nChanged 61
		SP:Iteration 70Q (104619.290000 sec): 3 clusters
  Score: Raw -903798.988992 + Penalty 3008.349600 = -900790.639392
  nChanged 63
		SP:Iteration 71Q (104619.440000 sec): 3 clusters
  Score: Raw -903817.150402 + Penalty 3008.349600 = -900808.800802
  nChanged 53
		SP:Iteration 72Q (104619.620000 sec): 3 clusters
  Score: Raw -903833.603357 + Penalty 3008.349600 = -900825.253757
  nChanged 59
		SP:Iteration 73Q (104619.770000 sec): 3 clusters
  Score: Raw -903850.864740 + Penalty 3008.349600 = -900842.515140
  nChanged 53
		SP:Iteration 74Q (104619.920000 sec): 3 clusters
  Score: Raw -903868.790263 + Penalty 3008.349600 = -900860.440663
  nChanged 53
		SP:Iteration 75Q (104620.100000 sec): 3 clusters
  Score: Raw -903890.581895 + Penalty 3008.349600 = -900882.232295
  nChanged 58
		SP:Iteration 76Q (104620.250000 sec): 3 clusters
  Score: Raw -903909.059108 + Penalty 3008.349600 = -900900.709509
  nChanged 50
		SP:Iteration 77Q (104620.400000 sec): 3 clusters
  Score: Raw -903927.751074 + Penalty 3008.349600 = -900919.401474
  nChanged 44
		SP:Iteration 78Q (104620.580000 sec): 3 clusters
  Score: Raw -903943.154440 + Penalty 3008.349600 = -900934.804840
  nChanged 36
		SP:Iteration 79Q (104620.720000 sec): 3 clusters
  Score: Raw -903954.110452 + Penalty 3008.349600 = -900945.760852
  nChanged 34
		SP:Iteration 80F (104620.880000 sec): 3 clusters
  Score: Raw -903963.623874 + Penalty 3008.349600 = -900955.274274
  nChanged 29
		SP:Iteration 81Q (104621.060000 sec): 3 clusters
  Score: Raw -903972.871709 + Penalty 3008.349600 = -900964.522109
  nChanged 29
		SP:Iteration 82Q (104621.200000 sec): 3 clusters
  Score: Raw -903982.320278 + Penalty 3008.349600 = -900973.970678
  nChanged 22
		SP:Iteration 83Q (104621.360000 sec): 3 clusters
  Score: Raw -903989.815301 + Penalty 3008.349600 = -900981.465701
  nChanged 18
		SP:Iteration 84Q (104621.520000 sec): 3 clusters
  Score: Raw -903996.128816 + Penalty 3008.349600 = -900987.779216
  nChanged 15
		SP:Iteration 85Q (104621.640000 sec): 3 clusters
  Score: Raw -904002.040290 + Penalty 3008.349600 = -900993.690690
  nChanged 11
		SP:Iteration 86Q (104621.790000 sec): 3 clusters
  Score: Raw -904005.041926 + Penalty 3008.349600 = -900996.692326
  nChanged 13
		SP:Iteration 87Q (104621.970000 sec): 3 clusters
  Score: Raw -904008.641854 + Penalty 3008.349600 = -901000.292254
  nChanged 16
		SP:Iteration 88Q (104622.110000 sec): 3 clusters
  Score: Raw -904013.647528 + Penalty 3008.349600 = -901005.297928
  nChanged 21
		SP:Iteration 89Q (104622.270000 sec): 3 clusters
  Score: Raw -904020.570530 + Penalty 3008.349600 = -901012.220930
  nChanged 17
		SP:Iteration 90Q (104622.440000 sec): 3 clusters
  Score: Raw -904026.181284 + Penalty 3008.349600 = -901017.831684
  nChanged 16
		SP:Iteration 91Q (104622.590000 sec): 3 clusters
  Score: Raw -904030.400386 + Penalty 3008.349600 = -901022.050786
  nChanged 12
		SP:Iteration 92Q (104622.740000 sec): 3 clusters
  Score: Raw -904033.260350 + Penalty 3008.349600 = -901024.910750
  nChanged 7
		SP:Iteration 93Q (104622.920000 sec): 3 clusters
  Score: Raw -904035.059707 + Penalty 3008.349600 = -901026.710107
  nChanged 15
		SP:Iteration 94Q (104623.060000 sec): 3 clusters
  Score: Raw -904039.676725 + Penalty 3008.349600 = -901031.327125
  nChanged 15
		SP:Iteration 95Q (104623.210000 sec): 3 clusters
  Score: Raw -904044.933637 + Penalty 3008.349600 = -901036.584037
  nChanged 14
		SP:Iteration 96Q (104623.380000 sec): 3 clusters
  Score: Raw -904049.702178 + Penalty 3008.349600 = -901041.352578
  nChanged 8
		SP:Iteration 97Q (104623.520000 sec): 3 clusters
  Score: Raw -904052.563151 + Penalty 3008.349600 = -901044.213551
  nChanged 6
		SP:Iteration 98Q (104623.680000 sec): 3 clusters
  Score: Raw -904054.229633 + Penalty 3008.349600 = -901045.880033
  nChanged 7
		SP:Iteration 99Q (104623.850000 sec): 3 clusters
  Score: Raw -904055.963410 + Penalty 3008.349600 = -901047.613810
  nChanged 9
		SP:Iteration 100F (104623.990000 sec): 3 clusters
  Score: Raw -904058.342061 + Penalty 3008.349600 = -901049.992461
  nChanged 5
		SP:Iteration 101Q (104624.130000 sec): 3 clusters
  Score: Raw -904059.872362 + Penalty 3008.349600 = -901051.522762
  nChanged 6
		SP:Iteration 102Q (104624.290000 sec): 3 clusters
  Score: Raw -904061.936596 + Penalty 3008.349600 = -901053.586996
  nChanged 3
		SP:Iteration 103Q (104624.440000 sec): 3 clusters
  Score: Raw -904062.638025 + Penalty 3008.349600 = -901054.288425
  nChanged 2
		SP:Iteration 104Q (104624.580000 sec): 3 clusters
  Score: Raw -904063.051395 + Penalty 3008.349600 = -901054.701795
  nChanged 2
		SP:Iteration 105Q (104624.750000 sec): 3 clusters
  Score: Raw -904063.371533 + Penalty 3008.349600 = -901055.021933
  nChanged 0
		SP:Iteration 106F (104624.910000 sec): 3 clusters
  Score: Raw -904063.371533 + Penalty 3008.349600 = -901055.021933
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 89 (1070 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (104624.970000 sec): 2 clusters
  Score: Raw -85021.984195 + Penalty 1133.504763 = -83888.479432
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (104624.990000 sec): 3 clusters
  Score: Raw -84676.499489 + Penalty 2267.009526 = -82409.489963
  nChanged 335
		SP:Iteration 1F (104625.020000 sec): 3 clusters
  Score: Raw -85067.241079 + Penalty 2267.009526 = -82800.231552
  nChanged 99
		SP:Iteration 2F (104625.040000 sec): 3 clusters
  Score: Raw -85229.070974 + Penalty 2267.009526 = -82962.061448
  nChanged 67
		SP:Iteration 3F (104625.060000 sec): 3 clusters
  Score: Raw -85352.444302 + Penalty 2267.009526 = -83085.434776
  nChanged 60
		SP:Iteration 4F (104625.090000 sec): 3 clusters
  Score: Raw -85448.461226 + Penalty 2267.009526 = -83181.451700
  nChanged 38
		SP:Iteration 5Q (104625.110000 sec): 3 clusters
  Score: Raw -85503.282310 + Penalty 2267.009526 = -83236.272784
  nChanged 29
		SP:Iteration 6Q (104625.130000 sec): 3 clusters
  Score: Raw -85542.898500 + Penalty 2267.009526 = -83275.888973
  nChanged 17
		SP:Iteration 7Q (104625.150000 sec): 3 clusters
  Score: Raw -85567.625625 + Penalty 2267.009526 = -83300.616099
  nChanged 11
		SP:Iteration 8Q (104625.170000 sec): 3 clusters
  Score: Raw -85579.125701 + Penalty 2267.009526 = -83312.116175
  nChanged 5
		SP:Iteration 9Q (104625.190000 sec): 3 clusters
  Score: Raw -85583.836508 + Penalty 2267.009526 = -83316.826981
  nChanged 2
		SP:Iteration 10Q (104625.220000 sec): 3 clusters
  Score: Raw -85585.430288 + Penalty 2267.009526 = -83318.420762
  nChanged 2
		SP:Iteration 11Q (104625.240000 sec): 3 clusters
  Score: Raw -85587.556412 + Penalty 2267.009526 = -83320.546885
  nChanged 2
		SP:Iteration 12Q (104625.260000 sec): 3 clusters
  Score: Raw -85590.411955 + Penalty 2267.009526 = -83323.402429
  nChanged 1
		SP:Iteration 13Q (104625.280000 sec): 3 clusters
  Score: Raw -85590.813821 + Penalty 2267.009526 = -83323.804295
  nChanged 0
		SP:Iteration 14F (104625.300000 sec): 3 clusters
  Score: Raw -85590.813821 + Penalty 2267.009526 = -83323.804295
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 90 (36185 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (104625.580000 sec): 2 clusters
  Score: Raw -3291161.873695 + Penalty 1705.664991 = -3289456.208704
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (104625.980000 sec): 3 clusters
  Score: Raw -3268480.820522 + Penalty 3411.329983 = -3265069.490539
  nChanged 16882
		SP:Iteration 1F (104626.410000 sec): 3 clusters
  Score: Raw -3278419.308017 + Penalty 3411.329983 = -3275007.978034
  nChanged 1888
		SP:Iteration 2F (104626.830000 sec): 3 clusters
  Score: Raw -3279207.992081 + Penalty 3411.329983 = -3275796.662098
  nChanged 1926
		SP:Iteration 3F (104627.210000 sec): 3 clusters
  Score: Raw -3280073.385083 + Penalty 3411.329983 = -3276662.055100
  nChanged 1933
		SP:Iteration 4F (104627.600000 sec): 3 clusters
  Score: Raw -3281017.151526 + Penalty 3411.329983 = -3277605.821543
  nChanged 1944
		SP:Iteration 5F (104628.010000 sec): 3 clusters
  Score: Raw -3282102.787888 + Penalty 3411.329983 = -3278691.457905
  nChanged 2055
		SP:Iteration 6F (104628.380000 sec): 3 clusters
  Score: Raw -3283425.879088 + Penalty 3411.329983 = -3280014.549106
  nChanged 2020
		SP:Iteration 7F (104628.780000 sec): 3 clusters
  Score: Raw -3284825.737422 + Penalty 3411.329983 = -3281414.407439
  nChanged 1840
		SP:Iteration 8F (104629.200000 sec): 3 clusters
  Score: Raw -3286246.129299 + Penalty 3411.329983 = -3282834.799316
  nChanged 1659
		SP:Iteration 9Q (104629.620000 sec): 3 clusters
  Score: Raw -3287613.227365 + Penalty 3411.329983 = -3284201.897382
  nChanged 1444
		SP:Iteration 10Q (104629.990000 sec): 3 clusters
  Score: Raw -3288755.943889 + Penalty 3411.329983 = -3285344.613906
  nChanged 1120
		SP:Iteration 11Q (104630.400000 sec): 3 clusters
  Score: Raw -3289439.251152 + Penalty 3411.329983 = -3286027.921169
  nChanged 741
		SP:Iteration 12Q (104630.820000 sec): 3 clusters
  Score: Raw -3289776.361452 + Penalty 3411.329983 = -3286365.031470
  nChanged 551
		SP:Iteration 13Q (104631.180000 sec): 3 clusters
  Score: Raw -3289983.760197 + Penalty 3411.329983 = -3286572.430214
  nChanged 421
		SP:Iteration 14Q (104631.590000 sec): 3 clusters
  Score: Raw -3290110.343045 + Penalty 3411.329983 = -3286699.013062
  nChanged 305
		SP:Iteration 15Q (104632.000000 sec): 3 clusters
  Score: Raw -3290182.136888 + Penalty 3411.329983 = -3286770.806905
  nChanged 269
		SP:Iteration 16Q (104632.360000 sec): 3 clusters
  Score: Raw -3290237.946136 + Penalty 3411.329983 = -3286826.616153
  nChanged 214
		SP:Iteration 17Q (104632.770000 sec): 3 clusters
  Score: Raw -3290274.898066 + Penalty 3411.329983 = -3286863.568083
  nChanged 165
		SP:Iteration 18Q (104633.130000 sec): 3 clusters
  Score: Raw -3290299.840938 + Penalty 3411.329983 = -3286888.510956
  nChanged 148
		SP:Iteration 19Q (104633.520000 sec): 3 clusters
  Score: Raw -3290321.192623 + Penalty 3411.329983 = -3286909.862641
  nChanged 123
		SP:Iteration 20F (104633.890000 sec): 3 clusters
  Score: Raw -3290335.258191 + Penalty 3411.329983 = -3286923.928208
  nChanged 94
		SP:Iteration 21Q (104634.270000 sec): 3 clusters
  Score: Raw -3290345.958211 + Penalty 3411.329983 = -3286934.628229
  nChanged 84
		SP:Iteration 22Q (104634.670000 sec): 3 clusters
  Score: Raw -3290354.073495 + Penalty 3411.329983 = -3286942.743512
  nChanged 75
		SP:Iteration 23Q (104635.030000 sec): 3 clusters
  Score: Raw -3290362.546156 + Penalty 3411.329983 = -3286951.216174
  nChanged 67
		SP:Iteration 24Q (104635.440000 sec): 3 clusters
  Score: Raw -3290368.582347 + Penalty 3411.329983 = -3286957.252364
  nChanged 63
		SP:Iteration 25Q (104635.790000 sec): 3 clusters
  Score: Raw -3290373.543335 + Penalty 3411.329983 = -3286962.213353
  nChanged 51
		SP:Iteration 26Q (104636.200000 sec): 3 clusters
  Score: Raw -3290378.540941 + Penalty 3411.329983 = -3286967.210959
  nChanged 65
		SP:Iteration 27Q (104636.610000 sec): 3 clusters
  Score: Raw -3290384.871687 + Penalty 3411.329983 = -3286973.541704
  nChanged 53
		SP:Iteration 28Q (104636.970000 sec): 3 clusters
  Score: Raw -3290389.293006 + Penalty 3411.329983 = -3286977.963023
  nChanged 43
		SP:Iteration 29Q (104637.380000 sec): 3 clusters
  Score: Raw -3290392.514937 + Penalty 3411.329983 = -3286981.184954
  nChanged 32
		SP:Iteration 30Q (104637.730000 sec): 3 clusters
  Score: Raw -3290394.616251 + Penalty 3411.329983 = -3286983.286268
  nChanged 28
		SP:Iteration 31Q (104638.140000 sec): 3 clusters
  Score: Raw -3290396.595744 + Penalty 3411.329983 = -3286985.265761
  nChanged 34
		SP:Iteration 32Q (104638.530000 sec): 3 clusters
  Score: Raw -3290398.780356 + Penalty 3411.329983 = -3286987.450373
  nChanged 19
		SP:Iteration 33Q (104638.920000 sec): 3 clusters
  Score: Raw -3290399.920107 + Penalty 3411.329983 = -3286988.590124
  nChanged 24
		SP:Iteration 34Q (104639.320000 sec): 3 clusters
  Score: Raw -3290401.259536 + Penalty 3411.329983 = -3286989.929553
  nChanged 19
		SP:Iteration 35Q (104639.680000 sec): 3 clusters
  Score: Raw -3290402.531167 + Penalty 3411.329983 = -3286991.201184
  nChanged 20
		SP:Iteration 36Q (104640.090000 sec): 3 clusters
  Score: Raw -3290403.574436 + Penalty 3411.329983 = -3286992.244453
  nChanged 16
		SP:Iteration 37Q (104640.500000 sec): 3 clusters
  Score: Raw -3290404.333523 + Penalty 3411.329983 = -3286993.003540
  nChanged 15
		SP:Iteration 38Q (104640.860000 sec): 3 clusters
  Score: Raw -3290405.060275 + Penalty 3411.329983 = -3286993.730292
  nChanged 16
		SP:Iteration 39Q (104641.260000 sec): 3 clusters
  Score: Raw -3290405.856220 + Penalty 3411.329983 = -3286994.526237
  nChanged 18
		SP:Iteration 40F (104641.640000 sec): 3 clusters
  Score: Raw -3290406.747928 + Penalty 3411.329983 = -3286995.417945
  nChanged 19
		SP:Iteration 41Q (104642.020000 sec): 3 clusters
  Score: Raw -3290407.720965 + Penalty 3411.329983 = -3286996.390982
  nChanged 21
		SP:Iteration 42Q (104642.430000 sec): 3 clusters
  Score: Raw -3290409.368858 + Penalty 3411.329983 = -3286998.038876
  nChanged 25
		SP:Iteration 43Q (104642.780000 sec): 3 clusters
  Score: Raw -3290411.279809 + Penalty 3411.329983 = -3286999.949827
  nChanged 34
		SP:Iteration 44Q (104643.190000 sec): 3 clusters
  Score: Raw -3290413.929062 + Penalty 3411.329983 = -3287002.599079
  nChanged 40
		SP:Iteration 45Q (104643.550000 sec): 3 clusters
  Score: Raw -3290417.243755 + Penalty 3411.329983 = -3287005.913772
  nChanged 41
		SP:Iteration 46Q (104643.960000 sec): 3 clusters
  Score: Raw -3290420.408816 + Penalty 3411.329983 = -3287009.078833
  nChanged 35
		SP:Iteration 47Q (104644.360000 sec): 3 clusters
  Score: Raw -3290422.525136 + Penalty 3411.329983 = -3287011.195153
  nChanged 32
		SP:Iteration 48Q (104644.720000 sec): 3 clusters
  Score: Raw -3290425.042416 + Penalty 3411.329983 = -3287013.712433
  nChanged 38
		SP:Iteration 49Q (104645.130000 sec): 3 clusters
  Score: Raw -3290427.743479 + Penalty 3411.329983 = -3287016.413496
  nChanged 42
		SP:Iteration 50Q (104645.490000 sec): 3 clusters
  Score: Raw -3290431.443370 + Penalty 3411.329983 = -3287020.113388
  nChanged 34
		SP:Iteration 51Q (104645.900000 sec): 3 clusters
  Score: Raw -3290435.713094 + Penalty 3411.329983 = -3287024.383111
  nChanged 53
		SP:Iteration 52Q (104646.250000 sec): 3 clusters
  Score: Raw -3290441.307754 + Penalty 3411.329983 = -3287029.977771
  nChanged 50
		SP:Iteration 53Q (104646.640000 sec): 3 clusters
  Score: Raw -3290446.127622 + Penalty 3411.329983 = -3287034.797639
  nChanged 46
		SP:Iteration 54Q (104646.990000 sec): 3 clusters
  Score: Raw -3290450.630492 + Penalty 3411.329983 = -3287039.300509
  nChanged 52
		SP:Iteration 55Q (104647.400000 sec): 3 clusters
  Score: Raw -3290455.786482 + Penalty 3411.329983 = -3287044.456499
  nChanged 55
		SP:Iteration 56Q (104647.800000 sec): 3 clusters
  Score: Raw -3290460.857288 + Penalty 3411.329983 = -3287049.527305
  nChanged 54
		SP:Iteration 57Q (104648.160000 sec): 3 clusters
  Score: Raw -3290466.320506 + Penalty 3411.329983 = -3287054.990523
  nChanged 56
		SP:Iteration 58Q (104648.570000 sec): 3 clusters
  Score: Raw -3290472.180088 + Penalty 3411.329983 = -3287060.850105
  nChanged 52
		SP:Iteration 59Q (104648.920000 sec): 3 clusters
  Score: Raw -3290477.071688 + Penalty 3411.329983 = -3287065.741705
  nChanged 56
		SP:Iteration 60F (104649.340000 sec): 3 clusters
  Score: Raw -3290482.359132 + Penalty 3411.329983 = -3287071.029149
  nChanged 56
		SP:Iteration 61Q (104649.740000 sec): 3 clusters
  Score: Raw -3290488.285833 + Penalty 3411.329983 = -3287076.955850
  nChanged 62
		SP:Iteration 62Q (104650.100000 sec): 3 clusters
  Score: Raw -3290495.404073 + Penalty 3411.329983 = -3287084.074090
  nChanged 63
		SP:Iteration 63Q (104650.510000 sec): 3 clusters
  Score: Raw -3290503.634373 + Penalty 3411.329983 = -3287092.304390
  nChanged 73
		SP:Iteration 64Q (104650.920000 sec): 3 clusters
  Score: Raw -3290511.524696 + Penalty 3411.329983 = -3287100.194713
  nChanged 73
		SP:Iteration 65Q (104651.270000 sec): 3 clusters
  Score: Raw -3290521.419204 + Penalty 3411.329983 = -3287110.089221
  nChanged 86
		SP:Iteration 66Q (104651.680000 sec): 3 clusters
  Score: Raw -3290532.499529 + Penalty 3411.329983 = -3287121.169546
  nChanged 86
		SP:Iteration 67Q (104652.030000 sec): 3 clusters
  Score: Raw -3290542.480075 + Penalty 3411.329983 = -3287131.150092
  nChanged 74
		SP:Iteration 68Q (104652.440000 sec): 3 clusters
  Score: Raw -3290550.285600 + Penalty 3411.329983 = -3287138.955617
  nChanged 76
		SP:Iteration 69Q (104652.790000 sec): 3 clusters
  Score: Raw -3290558.312228 + Penalty 3411.329983 = -3287146.982245
  nChanged 75
		SP:Iteration 70Q (104653.170000 sec): 3 clusters
  Score: Raw -3290567.590057 + Penalty 3411.329983 = -3287156.260074
  nChanged 76
		SP:Iteration 71Q (104653.530000 sec): 3 clusters
  Score: Raw -3290575.820157 + Penalty 3411.329983 = -3287164.490174
  nChanged 66
		SP:Iteration 72Q (104653.930000 sec): 3 clusters
  Score: Raw -3290583.164750 + Penalty 3411.329983 = -3287171.834767
  nChanged 57
		SP:Iteration 73Q (104654.290000 sec): 3 clusters
  Score: Raw -3290589.010802 + Penalty 3411.329983 = -3287177.680819
  nChanged 56
		SP:Iteration 74Q (104654.670000 sec): 3 clusters
  Score: Raw -3290595.093807 + Penalty 3411.329983 = -3287183.763825
  nChanged 57
		SP:Iteration 75Q (104655.020000 sec): 3 clusters
  Score: Raw -3290601.260782 + Penalty 3411.329983 = -3287189.930799
  nChanged 62
		SP:Iteration 76Q (104655.430000 sec): 3 clusters
  Score: Raw -3290608.874753 + Penalty 3411.329983 = -3287197.544771
  nChanged 73
		SP:Iteration 77Q (104655.820000 sec): 3 clusters
  Score: Raw -3290616.452080 + Penalty 3411.329983 = -3287205.122097
  nChanged 61
		SP:Iteration 78Q (104656.200000 sec): 3 clusters
  Score: Raw -3290622.841433 + Penalty 3411.329983 = -3287211.511450
  nChanged 65
		SP:Iteration 79Q (104656.600000 sec): 3 clusters
  Score: Raw -3290629.401513 + Penalty 3411.329983 = -3287218.071530
  nChanged 50
		SP:Iteration 80F (104656.980000 sec): 3 clusters
  Score: Raw -3290634.753696 + Penalty 3411.329983 = -3287223.423714
  nChanged 45
		SP:Iteration 81Q (104657.360000 sec): 3 clusters
  Score: Raw -3290638.404096 + Penalty 3411.329983 = -3287227.074113
  nChanged 32
		SP:Iteration 82Q (104657.710000 sec): 3 clusters
  Score: Raw -3290641.903670 + Penalty 3411.329983 = -3287230.573687
  nChanged 37
		SP:Iteration 83Q (104658.110000 sec): 3 clusters
  Score: Raw -3290645.683930 + Penalty 3411.329983 = -3287234.353947
  nChanged 43
		SP:Iteration 84Q (104658.520000 sec): 3 clusters
  Score: Raw -3290649.092983 + Penalty 3411.329983 = -3287237.763000
  nChanged 42
		SP:Iteration 85Q (104658.870000 sec): 3 clusters
  Score: Raw -3290653.088484 + Penalty 3411.329983 = -3287241.758502
  nChanged 36
		SP:Iteration 86Q (104659.270000 sec): 3 clusters
  Score: Raw -3290656.613021 + Penalty 3411.329983 = -3287245.283038
  nChanged 39
		SP:Iteration 87Q (104659.630000 sec): 3 clusters
  Score: Raw -3290659.462328 + Penalty 3411.329983 = -3287248.132345
  nChanged 36
		SP:Iteration 88Q (104660.030000 sec): 3 clusters
  Score: Raw -3290661.901190 + Penalty 3411.329983 = -3287250.571207
  nChanged 32
		SP:Iteration 89Q (104660.390000 sec): 3 clusters
  Score: Raw -3290664.418173 + Penalty 3411.329983 = -3287253.088190
  nChanged 24
		SP:Iteration 90Q (104660.790000 sec): 3 clusters
  Score: Raw -3290666.181632 + Penalty 3411.329983 = -3287254.851649
  nChanged 28
		SP:Iteration 91Q (104661.140000 sec): 3 clusters
  Score: Raw -3290667.956255 + Penalty 3411.329983 = -3287256.626273
  nChanged 25
		SP:Iteration 92Q (104661.540000 sec): 3 clusters
  Score: Raw -3290669.522164 + Penalty 3411.329983 = -3287258.192181
  nChanged 27
		SP:Iteration 93Q (104661.940000 sec): 3 clusters
  Score: Raw -3290671.640654 + Penalty 3411.329983 = -3287260.310671
  nChanged 24
		SP:Iteration 94Q (104662.290000 sec): 3 clusters
  Score: Raw -3290673.095569 + Penalty 3411.329983 = -3287261.765586
  nChanged 14
		SP:Iteration 95Q (104662.690000 sec): 3 clusters
  Score: Raw -3290673.948942 + Penalty 3411.329983 = -3287262.618959
  nChanged 22
		SP:Iteration 96Q (104663.050000 sec): 3 clusters
  Score: Raw -3290675.358745 + Penalty 3411.329983 = -3287264.028762
  nChanged 25
		SP:Iteration 97Q (104663.450000 sec): 3 clusters
  Score: Raw -3290677.049622 + Penalty 3411.329983 = -3287265.719640
  nChanged 29
		SP:Iteration 98Q (104663.800000 sec): 3 clusters
  Score: Raw -3290679.762273 + Penalty 3411.329983 = -3287268.432290
  nChanged 25
		SP:Iteration 99Q (104664.200000 sec): 3 clusters
  Score: Raw -3290681.919360 + Penalty 3411.329983 = -3287270.589378
  nChanged 22
		SP:Iteration 100F (104664.580000 sec): 3 clusters
  Score: Raw -3290683.499256 + Penalty 3411.329983 = -3287272.169273
  nChanged 22
		SP:Iteration 101Q (104664.980000 sec): 3 clusters
  Score: Raw -3290684.706075 + Penalty 3411.329983 = -3287273.376092
  nChanged 11
		SP:Iteration 102Q (104665.330000 sec): 3 clusters
  Score: Raw -3290685.190943 + Penalty 3411.329983 = -3287273.860961
  nChanged 6
		SP:Iteration 103Q (104665.730000 sec): 3 clusters
  Score: Raw -3290685.542125 + Penalty 3411.329983 = -3287274.212142
  nChanged 10
		SP:Iteration 104Q (104666.080000 sec): 3 clusters
  Score: Raw -3290685.966154 + Penalty 3411.329983 = -3287274.636171
  nChanged 9
		SP:Iteration 105Q (104666.480000 sec): 3 clusters
  Score: Raw -3290686.410060 + Penalty 3411.329983 = -3287275.080077
  nChanged 12
		SP:Iteration 106Q (104666.880000 sec): 3 clusters
  Score: Raw -3290687.012941 + Penalty 3411.329983 = -3287275.682958
  nChanged 9
		SP:Iteration 107Q (104667.230000 sec): 3 clusters
  Score: Raw -3290687.568958 + Penalty 3411.329983 = -3287276.238975
  nChanged 11
		SP:Iteration 108Q (104667.640000 sec): 3 clusters
  Score: Raw -3290688.455467 + Penalty 3411.329983 = -3287277.125485
  nChanged 10
		SP:Iteration 109Q (104667.990000 sec): 3 clusters
  Score: Raw -3290689.177964 + Penalty 3411.329983 = -3287277.847981
  nChanged 12
		SP:Iteration 110Q (104668.390000 sec): 3 clusters
  Score: Raw -3290690.178772 + Penalty 3411.329983 = -3287278.848789
  nChanged 12
		SP:Iteration 111Q (104668.750000 sec): 3 clusters
  Score: Raw -3290691.143006 + Penalty 3411.329983 = -3287279.813023
  nChanged 15
		SP:Iteration 112Q (104669.150000 sec): 3 clusters
  Score: Raw -3290692.276446 + Penalty 3411.329983 = -3287280.946463
  nChanged 15
		SP:Iteration 113Q (104669.500000 sec): 3 clusters
  Score: Raw -3290693.383090 + Penalty 3411.329983 = -3287282.053107
  nChanged 19
		SP:Iteration 114Q (104669.900000 sec): 3 clusters
  Score: Raw -3290694.716519 + Penalty 3411.329983 = -3287283.386536
  nChanged 16
		SP:Iteration 115Q (104670.250000 sec): 3 clusters
  Score: Raw -3290695.840641 + Penalty 3411.329983 = -3287284.510658
  nChanged 15
		SP:Iteration 116Q (104670.650000 sec): 3 clusters
  Score: Raw -3290696.950650 + Penalty 3411.329983 = -3287285.620667
  nChanged 20
		SP:Iteration 117Q (104671.010000 sec): 3 clusters
  Score: Raw -3290698.707719 + Penalty 3411.329983 = -3287287.377736
  nChanged 20
		SP:Iteration 118Q (104671.410000 sec): 3 clusters
  Score: Raw -3290700.705504 + Penalty 3411.329983 = -3287289.375521
  nChanged 28
		SP:Iteration 119Q (104671.760000 sec): 3 clusters
  Score: Raw -3290703.009146 + Penalty 3411.329983 = -3287291.679163
  nChanged 17
		SP:Iteration 120F (104672.180000 sec): 3 clusters
  Score: Raw -3290704.032200 + Penalty 3411.329983 = -3287292.702217
  nChanged 18
		SP:Iteration 121Q (104672.530000 sec): 3 clusters
  Score: Raw -3290705.351946 + Penalty 3411.329983 = -3287294.021963
  nChanged 21
		SP:Iteration 122Q (104672.930000 sec): 3 clusters
  Score: Raw -3290706.747902 + Penalty 3411.329983 = -3287295.417919
  nChanged 18
		SP:Iteration 123Q (104673.300000 sec): 3 clusters
  Score: Raw -3290707.757234 + Penalty 3411.329983 = -3287296.427251
  nChanged 11
		SP:Iteration 124Q (104673.670000 sec): 3 clusters
  Score: Raw -3290708.483140 + Penalty 3411.329983 = -3287297.153158
  nChanged 12
		SP:Iteration 125Q (104674.020000 sec): 3 clusters
  Score: Raw -3290709.122334 + Penalty 3411.329983 = -3287297.792351
  nChanged 11
		SP:Iteration 126Q (104674.430000 sec): 3 clusters
  Score: Raw -3290709.654910 + Penalty 3411.329983 = -3287298.324927
  nChanged 8
		SP:Iteration 127Q (104674.780000 sec): 3 clusters
  Score: Raw -3290710.083555 + Penalty 3411.329983 = -3287298.753572
  nChanged 10
		SP:Iteration 128Q (104675.220000 sec): 3 clusters
  Score: Raw -3290710.523669 + Penalty 3411.329983 = -3287299.193686
  nChanged 6
		SP:Iteration 129Q (104675.600000 sec): 3 clusters
  Score: Raw -3290710.790716 + Penalty 3411.329983 = -3287299.460733
  nChanged 4
		SP:Iteration 130Q (104675.940000 sec): 3 clusters
  Score: Raw -3290710.967547 + Penalty 3411.329983 = -3287299.637564
  nChanged 2
		SP:Iteration 131Q (104676.350000 sec): 3 clusters
  Score: Raw -3290711.065236 + Penalty 3411.329983 = -3287299.735254
  nChanged 4
		SP:Iteration 132Q (104676.700000 sec): 3 clusters
  Score: Raw -3290711.285838 + Penalty 3411.329983 = -3287299.955855
  nChanged 4
		SP:Iteration 133Q (104677.100000 sec): 3 clusters
  Score: Raw -3290711.625213 + Penalty 3411.329983 = -3287300.295230
  nChanged 5
		SP:Iteration 134Q (104677.450000 sec): 3 clusters
  Score: Raw -3290711.910578 + Penalty 3411.329983 = -3287300.580595
  nChanged 7
		SP:Iteration 135Q (104677.850000 sec): 3 clusters
  Score: Raw -3290712.290571 + Penalty 3411.329983 = -3287300.960588
  nChanged 5
		SP:Iteration 136Q (104678.250000 sec): 3 clusters
  Score: Raw -3290712.585118 + Penalty 3411.329983 = -3287301.255135
  nChanged 7
		SP:Iteration 137Q (104678.600000 sec): 3 clusters
  Score: Raw -3290712.977408 + Penalty 3411.329983 = -3287301.647425
  nChanged 7
		SP:Iteration 138Q (104679.000000 sec): 3 clusters
  Score: Raw -3290713.365909 + Penalty 3411.329983 = -3287302.035926
  nChanged 5
		SP:Iteration 139Q (104679.350000 sec): 3 clusters
  Score: Raw -3290713.686081 + Penalty 3411.329983 = -3287302.356099
  nChanged 11
		SP:Iteration 140F (104679.780000 sec): 3 clusters
  Score: Raw -3290714.230790 + Penalty 3411.329983 = -3287302.900807
  nChanged 6
		SP:Iteration 141Q (104680.130000 sec): 3 clusters
  Score: Raw -3290714.557040 + Penalty 3411.329983 = -3287303.227057
  nChanged 7
		SP:Iteration 142Q (104680.530000 sec): 3 clusters
  Score: Raw -3290715.116662 + Penalty 3411.329983 = -3287303.786680
  nChanged 12
		SP:Iteration 143Q (104680.880000 sec): 3 clusters
  Score: Raw -3290715.828078 + Penalty 3411.329983 = -3287304.498095
  nChanged 7
		SP:Iteration 144Q (104681.280000 sec): 3 clusters
  Score: Raw -3290716.254532 + Penalty 3411.329983 = -3287304.924549
  nChanged 4
		SP:Iteration 145Q (104681.630000 sec): 3 clusters
  Score: Raw -3290716.541448 + Penalty 3411.329983 = -3287305.211465
  nChanged 3
		SP:Iteration 146Q (104682.030000 sec): 3 clusters
  Score: Raw -3290716.695128 + Penalty 3411.329983 = -3287305.365146
  nChanged 1
		SP:Iteration 147Q (104682.380000 sec): 3 clusters
  Score: Raw -3290716.721020 + Penalty 3411.329983 = -3287305.391037
  nChanged 0
		SP:Iteration 148F (104682.790000 sec): 3 clusters
  Score: Raw -3290716.721020 + Penalty 3411.329983 = -3287305.391037
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 91 (3191 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (104682.850000 sec): 2 clusters
  Score: Raw -255349.981875 + Penalty 1311.064564 = -254038.917310
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (104682.940000 sec): 3 clusters
  Score: Raw -253778.880820 + Penalty 2622.129129 = -251156.751692
  nChanged 1234
		SP:Iteration 1F (104683.010000 sec): 3 clusters
  Score: Raw -254658.567602 + Penalty 2622.129129 = -252036.438474
  nChanged 324
		SP:Iteration 2F (104683.070000 sec): 3 clusters
  Score: Raw -254972.918557 + Penalty 2622.129129 = -252350.789429
  nChanged 251
		SP:Iteration 3F (104683.130000 sec): 3 clusters
  Score: Raw -255259.819990 + Penalty 2622.129129 = -252637.690862
  nChanged 240
		SP:Iteration 4F (104683.190000 sec): 3 clusters
  Score: Raw -255496.758013 + Penalty 2622.129129 = -252874.628884
  nChanged 170
		SP:Iteration 5F (104683.250000 sec): 3 clusters
  Score: Raw -255620.352371 + Penalty 2622.129129 = -252998.223243
  nChanged 99
		SP:Iteration 6Q (104683.300000 sec): 3 clusters
  Score: Raw -255675.446037 + Penalty 2622.129129 = -253053.316909
  nChanged 67
		SP:Iteration 7Q (104683.360000 sec): 3 clusters
  Score: Raw -255710.014112 + Penalty 2622.129129 = -253087.884983
  nChanged 58
		SP:Iteration 8Q (104683.420000 sec): 3 clusters
  Score: Raw -255738.684831 + Penalty 2622.129129 = -253116.555702
  nChanged 33
		SP:Iteration 9Q (104683.480000 sec): 3 clusters
  Score: Raw -255751.023843 + Penalty 2622.129129 = -253128.894714
  nChanged 27
		SP:Iteration 10Q (104683.540000 sec): 3 clusters
  Score: Raw -255762.178176 + Penalty 2622.129129 = -253140.049047
  nChanged 20
		SP:Iteration 11Q (104683.610000 sec): 3 clusters
  Score: Raw -255770.188609 + Penalty 2622.129129 = -253148.059481
  nChanged 13
		SP:Iteration 12Q (104683.670000 sec): 3 clusters
  Score: Raw -255776.123334 + Penalty 2622.129129 = -253153.994206
  nChanged 15
		SP:Iteration 13Q (104683.730000 sec): 3 clusters
  Score: Raw -255782.326175 + Penalty 2622.129129 = -253160.197047
  nChanged 11
		SP:Iteration 14Q (104683.790000 sec): 3 clusters
  Score: Raw -255785.757685 + Penalty 2622.129129 = -253163.628556
  nChanged 12
		SP:Iteration 15Q (104683.850000 sec): 3 clusters
  Score: Raw -255789.285834 + Penalty 2622.129129 = -253167.156706
  nChanged 10
		SP:Iteration 16Q (104683.910000 sec): 3 clusters
  Score: Raw -255792.820120 + Penalty 2622.129129 = -253170.690991
  nChanged 8
		SP:Iteration 17Q (104683.970000 sec): 3 clusters
  Score: Raw -255798.694654 + Penalty 2622.129129 = -253176.565526
  nChanged 14
		SP:Iteration 18Q (104684.030000 sec): 3 clusters
  Score: Raw -255804.499741 + Penalty 2622.129129 = -253182.370612
  nChanged 16
		SP:Iteration 19Q (104684.090000 sec): 3 clusters
  Score: Raw -255809.280375 + Penalty 2622.129129 = -253187.151247
  nChanged 11
		SP:Iteration 20F (104684.150000 sec): 3 clusters
  Score: Raw -255817.594140 + Penalty 2622.129129 = -253195.465011
  nChanged 13
		SP:Iteration 21Q (104684.210000 sec): 3 clusters
  Score: Raw -255823.769399 + Penalty 2622.129129 = -253201.640270
  nChanged 15
		SP:Iteration 22Q (104684.270000 sec): 3 clusters
  Score: Raw -255830.689149 + Penalty 2622.129129 = -253208.560020
  nChanged 17
		SP:Iteration 23Q (104684.330000 sec): 3 clusters
  Score: Raw -255837.625468 + Penalty 2622.129129 = -253215.496339
  nChanged 13
		SP:Iteration 24Q (104684.390000 sec): 3 clusters
  Score: Raw -255842.159950 + Penalty 2622.129129 = -253220.030822
  nChanged 8
		SP:Iteration 25Q (104684.450000 sec): 3 clusters
  Score: Raw -255844.999496 + Penalty 2622.129129 = -253222.870367
  nChanged 9
		SP:Iteration 26Q (104684.510000 sec): 3 clusters
  Score: Raw -255848.216882 + Penalty 2622.129129 = -253226.087753
  nChanged 7
		SP:Iteration 27Q (104684.570000 sec): 3 clusters
  Score: Raw -255852.589188 + Penalty 2622.129129 = -253230.460059
  nChanged 9
		SP:Iteration 28Q (104684.630000 sec): 3 clusters
  Score: Raw -255856.771172 + Penalty 2622.129129 = -253234.642043
  nChanged 12
		SP:Iteration 29Q (104684.690000 sec): 3 clusters
  Score: Raw -255862.203535 + Penalty 2622.129129 = -253240.074406
  nChanged 7
		SP:Iteration 30Q (104684.750000 sec): 3 clusters
  Score: Raw -255865.706063 + Penalty 2622.129129 = -253243.576934
  nChanged 7
		SP:Iteration 31Q (104684.810000 sec): 3 clusters
  Score: Raw -255868.262228 + Penalty 2622.129129 = -253246.133100
  nChanged 9
		SP:Iteration 32Q (104684.870000 sec): 3 clusters
  Score: Raw -255872.904624 + Penalty 2622.129129 = -253250.775495
  nChanged 12
		SP:Iteration 33Q (104684.930000 sec): 3 clusters
  Score: Raw -255880.564401 + Penalty 2622.129129 = -253258.435272
  nChanged 9
		SP:Iteration 34Q (104684.990000 sec): 3 clusters
  Score: Raw -255883.907745 + Penalty 2622.129129 = -253261.778617
  nChanged 12
		SP:Iteration 35Q (104685.050000 sec): 3 clusters
  Score: Raw -255890.345795 + Penalty 2622.129129 = -253268.216666
  nChanged 14
		SP:Iteration 36Q (104685.100000 sec): 3 clusters
  Score: Raw -255895.894459 + Penalty 2622.129129 = -253273.765330
  nChanged 8
		SP:Iteration 37Q (104685.160000 sec): 3 clusters
  Score: Raw -255900.103344 + Penalty 2622.129129 = -253277.974216
  nChanged 11
		SP:Iteration 38Q (104685.220000 sec): 3 clusters
  Score: Raw -255904.562958 + Penalty 2622.129129 = -253282.433830
  nChanged 7
		SP:Iteration 39Q (104685.280000 sec): 3 clusters
  Score: Raw -255906.922291 + Penalty 2622.129129 = -253284.793163
  nChanged 8
		SP:Iteration 40F (104685.340000 sec): 3 clusters
  Score: Raw -255910.959819 + Penalty 2622.129129 = -253288.830691
  nChanged 9
		SP:Iteration 41Q (104685.400000 sec): 3 clusters
  Score: Raw -255914.961162 + Penalty 2622.129129 = -253292.832033
  nChanged 8
		SP:Iteration 42Q (104685.460000 sec): 3 clusters
  Score: Raw -255919.028007 + Penalty 2622.129129 = -253296.898878
  nChanged 7
		SP:Iteration 43Q (104685.520000 sec): 3 clusters
  Score: Raw -255926.695120 + Penalty 2622.129129 = -253304.565992
  nChanged 14
		SP:Iteration 44Q (104685.580000 sec): 3 clusters
  Score: Raw -255935.961128 + Penalty 2622.129129 = -253313.832000
  nChanged 19
		SP:Iteration 45Q (104685.640000 sec): 3 clusters
  Score: Raw -255951.107305 + Penalty 2622.129129 = -253328.978176
  nChanged 21
		SP:Iteration 46Q (104685.700000 sec): 3 clusters
  Score: Raw -255968.113119 + Penalty 2622.129129 = -253345.983991
  nChanged 25
		SP:Iteration 47Q (104685.760000 sec): 3 clusters
  Score: Raw -255990.774784 + Penalty 2622.129129 = -253368.645655
  nChanged 24
		SP:Iteration 48Q (104685.820000 sec): 3 clusters
  Score: Raw -256008.527437 + Penalty 2622.129129 = -253386.398309
  nChanged 12
		SP:Iteration 49Q (104685.880000 sec): 3 clusters
  Score: Raw -256018.375596 + Penalty 2622.129129 = -253396.246468
  nChanged 15
		SP:Iteration 50Q (104685.930000 sec): 3 clusters
  Score: Raw -256023.808091 + Penalty 2622.129129 = -253401.678962
  nChanged 8
		SP:Iteration 51Q (104685.990000 sec): 3 clusters
  Score: Raw -256028.397687 + Penalty 2622.129129 = -253406.268558
  nChanged 9
		SP:Iteration 52Q (104686.050000 sec): 3 clusters
  Score: Raw -256032.081987 + Penalty 2622.129129 = -253409.952858
  nChanged 11
		SP:Iteration 53Q (104686.110000 sec): 3 clusters
  Score: Raw -256037.273375 + Penalty 2622.129129 = -253415.144247
  nChanged 8
		SP:Iteration 54Q (104686.170000 sec): 3 clusters
  Score: Raw -256041.567590 + Penalty 2622.129129 = -253419.438461
  nChanged 4
		SP:Iteration 55Q (104686.220000 sec): 3 clusters
  Score: Raw -256045.241959 + Penalty 2622.129129 = -253423.112830
  nChanged 6
		SP:Iteration 56Q (104686.280000 sec): 3 clusters
  Score: Raw -256047.649817 + Penalty 2622.129129 = -253425.520689
  nChanged 3
		SP:Iteration 57Q (104686.340000 sec): 3 clusters
  Score: Raw -256048.920329 + Penalty 2622.129129 = -253426.791201
  nChanged 5
		SP:Iteration 58Q (104686.400000 sec): 3 clusters
  Score: Raw -256049.686841 + Penalty 2622.129129 = -253427.557713
  nChanged 2
		SP:Iteration 59Q (104686.460000 sec): 3 clusters
  Score: Raw -256050.066392 + Penalty 2622.129129 = -253427.937263
  nChanged 0
		SP:Iteration 60F (104686.520000 sec): 3 clusters
  Score: Raw -256050.066392 + Penalty 2622.129129 = -253427.937263
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 92 (4939 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (104686.600000 sec): 2 clusters
  Score: Raw -414219.928134 + Penalty 1382.049201 = -412837.878933
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (104686.700000 sec): 3 clusters
  Score: Raw -411645.605805 + Penalty 2764.098402 = -408881.507403
  nChanged 2020
		SP:Iteration 1F (104686.790000 sec): 3 clusters
  Score: Raw -412854.653758 + Penalty 2764.098402 = -410090.555355
  nChanged 390
		SP:Iteration 2F (104686.880000 sec): 3 clusters
  Score: Raw -413124.423312 + Penalty 2764.098402 = -410360.324910
  nChanged 344
		SP:Iteration 3F (104686.970000 sec): 3 clusters
  Score: Raw -413385.475157 + Penalty 2764.098402 = -410621.376755
  nChanged 300
		SP:Iteration 4F (104687.060000 sec): 3 clusters
  Score: Raw -413595.871852 + Penalty 2764.098402 = -410831.773450
  nChanged 247
		SP:Iteration 5F (104687.150000 sec): 3 clusters
  Score: Raw -413779.765900 + Penalty 2764.098402 = -411015.667498
  nChanged 207
		SP:Iteration 6Q (104687.240000 sec): 3 clusters
  Score: Raw -413938.163307 + Penalty 2764.098402 = -411174.064904
  nChanged 163
		SP:Iteration 7Q (104687.330000 sec): 3 clusters
  Score: Raw -414060.811060 + Penalty 2764.098402 = -411296.712658
  nChanged 139
		SP:Iteration 8Q (104687.420000 sec): 3 clusters
  Score: Raw -414179.766055 + Penalty 2764.098402 = -411415.667653
  nChanged 140
		SP:Iteration 9Q (104687.520000 sec): 3 clusters
  Score: Raw -414283.604918 + Penalty 2764.098402 = -411519.506516
  nChanged 133
		SP:Iteration 10Q (104687.610000 sec): 3 clusters
  Score: Raw -414389.114210 + Penalty 2764.098402 = -411625.015808
  nChanged 112
		SP:Iteration 11Q (104687.700000 sec): 3 clusters
  Score: Raw -414452.038207 + Penalty 2764.098402 = -411687.939805
  nChanged 100
		SP:Iteration 12Q (104687.790000 sec): 3 clusters
  Score: Raw -414510.926169 + Penalty 2764.098402 = -411746.827766
  nChanged 95
		SP:Iteration 13Q (104687.880000 sec): 3 clusters
  Score: Raw -414568.749406 + Penalty 2764.098402 = -411804.651004
  nChanged 84
		SP:Iteration 14Q (104687.970000 sec): 3 clusters
  Score: Raw -414607.541913 + Penalty 2764.098402 = -411843.443511
  nChanged 69
		SP:Iteration 15Q (104688.060000 sec): 3 clusters
  Score: Raw -414636.209273 + Penalty 2764.098402 = -411872.110871
  nChanged 57
		SP:Iteration 16Q (104688.150000 sec): 3 clusters
  Score: Raw -414655.406206 + Penalty 2764.098402 = -411891.307804
  nChanged 41
		SP:Iteration 17Q (104688.240000 sec): 3 clusters
  Score: Raw -414670.118090 + Penalty 2764.098402 = -411906.019688
  nChanged 34
		SP:Iteration 18Q (104688.330000 sec): 3 clusters
  Score: Raw -414678.924729 + Penalty 2764.098402 = -411914.826327
  nChanged 21
		SP:Iteration 19Q (104688.420000 sec): 3 clusters
  Score: Raw -414686.840216 + Penalty 2764.098402 = -411922.741814
  nChanged 27
		SP:Iteration 20F (104688.520000 sec): 3 clusters
  Score: Raw -414696.074295 + Penalty 2764.098402 = -411931.975893
  nChanged 28
		SP:Iteration 21Q (104688.600000 sec): 3 clusters
  Score: Raw -414705.164908 + Penalty 2764.098402 = -411941.066506
  nChanged 27
		SP:Iteration 22Q (104688.700000 sec): 3 clusters
  Score: Raw -414712.981164 + Penalty 2764.098402 = -411948.882762
  nChanged 22
		SP:Iteration 23Q (104688.780000 sec): 3 clusters
  Score: Raw -414718.955479 + Penalty 2764.098402 = -411954.857077
  nChanged 18
		SP:Iteration 24Q (104688.880000 sec): 3 clusters
  Score: Raw -414723.934372 + Penalty 2764.098402 = -411959.835970
  nChanged 8
		SP:Iteration 25Q (104688.960000 sec): 3 clusters
  Score: Raw -414725.684317 + Penalty 2764.098402 = -411961.585915
  nChanged 8
		SP:Iteration 26Q (104689.060000 sec): 3 clusters
  Score: Raw -414728.162154 + Penalty 2764.098402 = -411964.063752
  nChanged 6
		SP:Iteration 27Q (104689.150000 sec): 3 clusters
  Score: Raw -414729.509695 + Penalty 2764.098402 = -411965.411293
  nChanged 8
		SP:Iteration 28Q (104689.240000 sec): 3 clusters
  Score: Raw -414730.674563 + Penalty 2764.098402 = -411966.576161
  nChanged 5
		SP:Iteration 29Q (104689.330000 sec): 3 clusters
  Score: Raw -414731.945911 + Penalty 2764.098402 = -411967.847509
  nChanged 4
		SP:Iteration 30Q (104689.420000 sec): 3 clusters
  Score: Raw -414732.827772 + Penalty 2764.098402 = -411968.729370
  nChanged 7
		SP:Iteration 31Q (104689.510000 sec): 3 clusters
  Score: Raw -414734.837646 + Penalty 2764.098402 = -411970.739243
  nChanged 13
		SP:Iteration 32Q (104689.600000 sec): 3 clusters
  Score: Raw -414738.583782 + Penalty 2764.098402 = -411974.485380
  nChanged 14
		SP:Iteration 33Q (104689.690000 sec): 3 clusters
  Score: Raw -414743.318668 + Penalty 2764.098402 = -411979.220265
  nChanged 16
		SP:Iteration 34Q (104689.780000 sec): 3 clusters
  Score: Raw -414748.128860 + Penalty 2764.098402 = -411984.030458
  nChanged 19
		SP:Iteration 35Q (104689.870000 sec): 3 clusters
  Score: Raw -414752.882307 + Penalty 2764.098402 = -411988.783905
  nChanged 12
		SP:Iteration 36Q (104689.960000 sec): 3 clusters
  Score: Raw -414757.467214 + Penalty 2764.098402 = -411993.368812
  nChanged 18
		SP:Iteration 37Q (104690.050000 sec): 3 clusters
  Score: Raw -414762.852620 + Penalty 2764.098402 = -411998.754218
  nChanged 14
		SP:Iteration 38Q (104690.140000 sec): 3 clusters
  Score: Raw -414767.054899 + Penalty 2764.098402 = -412002.956497
  nChanged 14
		SP:Iteration 39Q (104690.230000 sec): 3 clusters
  Score: Raw -414769.850232 + Penalty 2764.098402 = -412005.751829
  nChanged 7
		SP:Iteration 40F (104690.320000 sec): 3 clusters
  Score: Raw -414771.143705 + Penalty 2764.098402 = -412007.045303
  nChanged 8
		SP:Iteration 41Q (104690.410000 sec): 3 clusters
  Score: Raw -414773.619343 + Penalty 2764.098402 = -412009.520941
  nChanged 12
		SP:Iteration 42Q (104690.500000 sec): 3 clusters
  Score: Raw -414776.943990 + Penalty 2764.098402 = -412012.845588
  nChanged 10
		SP:Iteration 43Q (104690.590000 sec): 3 clusters
  Score: Raw -414779.054779 + Penalty 2764.098402 = -412014.956377
  nChanged 9
		SP:Iteration 44Q (104690.680000 sec): 3 clusters
  Score: Raw -414781.417713 + Penalty 2764.098402 = -412017.319311
  nChanged 10
		SP:Iteration 45Q (104690.770000 sec): 3 clusters
  Score: Raw -414783.442243 + Penalty 2764.098402 = -412019.343841
  nChanged 5
		SP:Iteration 46Q (104690.860000 sec): 3 clusters
  Score: Raw -414784.402623 + Penalty 2764.098402 = -412020.304221
  nChanged 4
		SP:Iteration 47Q (104690.950000 sec): 3 clusters
  Score: Raw -414785.203365 + Penalty 2764.098402 = -412021.104963
  nChanged 1
		SP:Iteration 48Q (104691.040000 sec): 3 clusters
  Score: Raw -414785.460065 + Penalty 2764.098402 = -412021.361663
  nChanged 1
		SP:Iteration 49Q (104691.130000 sec): 3 clusters
  Score: Raw -414785.548340 + Penalty 2764.098402 = -412021.449938
  nChanged 0
		SP:Iteration 50F (104691.220000 sec): 3 clusters
  Score: Raw -414785.548340 + Penalty 2764.098402 = -412021.449938
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 93 (497 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (104691.260000 sec): 2 clusters
  Score: Raw -44763.492958 + Penalty 1008.895879 = -43754.597078
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (104691.280000 sec): 3 clusters
  Score: Raw -44695.806456 + Penalty 2017.791758 = -42678.014698
  nChanged 94
		SP:Iteration 1F (104691.290000 sec): 3 clusters
  Score: Raw -44883.889181 + Penalty 2017.791758 = -42866.097423
  nChanged 44
		SP:Iteration 2F (104691.300000 sec): 3 clusters
  Score: Raw -44998.986612 + Penalty 2017.791758 = -42981.194853
  nChanged 17
		SP:Iteration 3Q (104691.310000 sec): 3 clusters
  Score: Raw -45041.707496 + Penalty 2017.791758 = -43023.915737
  nChanged 7
		SP:Iteration 4Q (104691.320000 sec): 3 clusters
  Score: Raw -45053.317572 + Penalty 2017.791758 = -43035.525813
  nChanged 6
		SP:Iteration 5Q (104691.330000 sec): 3 clusters
  Score: Raw -45058.684788 + Penalty 2017.791758 = -43040.893030
  nChanged 1
		SP:Iteration 6Q (104691.340000 sec): 3 clusters
  Score: Raw -45060.249662 + Penalty 2017.791758 = -43042.457903
  nChanged 2
		SP:Iteration 7Q (104691.350000 sec): 3 clusters
  Score: Raw -45063.742271 + Penalty 2017.791758 = -43045.950512
  nChanged 3
		SP:Iteration 8Q (104691.360000 sec): 3 clusters
  Score: Raw -45067.713672 + Penalty 2017.791758 = -43049.921913
  nChanged 1
		SP:Iteration 9Q (104691.370000 sec): 3 clusters
  Score: Raw -45069.623932 + Penalty 2017.791758 = -43051.832173
  nChanged 3
		SP:Iteration 10Q (104691.380000 sec): 3 clusters
  Score: Raw -45076.990594 + Penalty 2017.791758 = -43059.198836
  nChanged 2
		SP:Iteration 11Q (104691.390000 sec): 3 clusters
  Score: Raw -45081.075855 + Penalty 2017.791758 = -43063.284096
  nChanged 5
		SP:Iteration 12Q (104691.400000 sec): 3 clusters
  Score: Raw -45088.568014 + Penalty 2017.791758 = -43070.776256
  nChanged 2
		SP:Iteration 13Q (104691.410000 sec): 3 clusters
  Score: Raw -45090.380369 + Penalty 2017.791758 = -43072.588611
  nChanged 0
		SP:Iteration 14F (104691.420000 sec): 3 clusters
  Score: Raw -45090.380369 + Penalty 2017.791758 = -43072.588611
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 94 (20446 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (104691.650000 sec): 2 clusters
  Score: Raw -1850478.774179 + Penalty 1612.900663 = -1848865.873515
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (104691.940000 sec): 3 clusters
  Score: Raw -1838254.199500 + Penalty 3225.801327 = -1835028.398174
  nChanged 9234
		SP:Iteration 1F (104692.210000 sec): 3 clusters
  Score: Raw -1843265.213820 + Penalty 3225.801327 = -1840039.412494
  nChanged 1025
		SP:Iteration 2F (104692.470000 sec): 3 clusters
  Score: Raw -1843670.759009 + Penalty 3225.801327 = -1840444.957682
  nChanged 982
		SP:Iteration 3Q (104692.720000 sec): 3 clusters
  Score: Raw -1844140.075036 + Penalty 3225.801327 = -1840914.273709
  nChanged 1018
		SP:Iteration 4Q (104692.980000 sec): 3 clusters
  Score: Raw -1844706.116627 + Penalty 3225.801327 = -1841480.315300
  nChanged 1187
		SP:Iteration 5F (104693.250000 sec): 3 clusters
  Score: Raw -1845466.809292 + Penalty 3225.801327 = -1842241.007965
  nChanged 1307
		SP:Iteration 6F (104693.510000 sec): 3 clusters
  Score: Raw -1846449.472385 + Penalty 3225.801327 = -1843223.671058
  nChanged 1358
		SP:Iteration 7F (104693.760000 sec): 3 clusters
  Score: Raw -1847600.040280 + Penalty 3225.801327 = -1844374.238953
  nChanged 1195
		SP:Iteration 8F (104694.000000 sec): 3 clusters
  Score: Raw -1848622.841643 + Penalty 3225.801327 = -1845397.040317
  nChanged 938
		SP:Iteration 9Q (104694.270000 sec): 3 clusters
  Score: Raw -1849420.241568 + Penalty 3225.801327 = -1846194.440241
  nChanged 634
		SP:Iteration 10Q (104694.530000 sec): 3 clusters
  Score: Raw -1849903.659252 + Penalty 3225.801327 = -1846677.857925
  nChanged 373
		SP:Iteration 11Q (104694.760000 sec): 3 clusters
  Score: Raw -1850214.725842 + Penalty 3225.801327 = -1846988.924516
  nChanged 224
		SP:Iteration 12Q (104695.020000 sec): 3 clusters
  Score: Raw -1850411.042250 + Penalty 3225.801327 = -1847185.240923
  nChanged 97
		SP:Iteration 13Q (104695.260000 sec): 3 clusters
  Score: Raw -1850504.528842 + Penalty 3225.801327 = -1847278.727515
  nChanged 63
		SP:Iteration 14Q (104695.480000 sec): 3 clusters
  Score: Raw -1850564.755681 + Penalty 3225.801327 = -1847338.954354
  nChanged 33
		SP:Iteration 15Q (104695.730000 sec): 3 clusters
  Score: Raw -1850594.447242 + Penalty 3225.801327 = -1847368.645915
  nChanged 19
		SP:Iteration 16Q (104695.950000 sec): 3 clusters
  Score: Raw -1850614.237779 + Penalty 3225.801327 = -1847388.436453
  nChanged 16
		SP:Iteration 17Q (104696.200000 sec): 3 clusters
  Score: Raw -1850630.633276 + Penalty 3225.801327 = -1847404.831949
  nChanged 12
		SP:Iteration 18Q (104696.420000 sec): 3 clusters
  Score: Raw -1850638.591959 + Penalty 3225.801327 = -1847412.790633
  nChanged 3
		SP:Iteration 19Q (104696.670000 sec): 3 clusters
  Score: Raw -1850640.996807 + Penalty 3225.801327 = -1847415.195481
  nChanged 2
		SP:Iteration 20F (104696.920000 sec): 3 clusters
  Score: Raw -1850645.493131 + Penalty 3225.801327 = -1847419.691805
  nChanged 2
		SP:Iteration 21Q (104697.140000 sec): 3 clusters
  Score: Raw -1850648.346891 + Penalty 3225.801327 = -1847422.545564
  nChanged 1
		SP:Iteration 22Q (104697.380000 sec): 3 clusters
  Score: Raw -1850649.553199 + Penalty 3225.801327 = -1847423.751872
  nChanged 2
		SP:Iteration 23Q (104697.610000 sec): 3 clusters
  Score: Raw -1850652.125877 + Penalty 3225.801327 = -1847426.324550
  nChanged 3
		SP:Iteration 24Q (104697.850000 sec): 3 clusters
  Score: Raw -1850656.245813 + Penalty 3225.801327 = -1847430.444486
  nChanged 5
		SP:Iteration 25Q (104698.070000 sec): 3 clusters
  Score: Raw -1850661.867851 + Penalty 3225.801327 = -1847436.066525
  nChanged 2
		SP:Iteration 26Q (104698.310000 sec): 3 clusters
  Score: Raw -1850665.849334 + Penalty 3225.801327 = -1847440.048007
  nChanged 4
		SP:Iteration 27Q (104698.540000 sec): 3 clusters
  Score: Raw -1850671.812168 + Penalty 3225.801327 = -1847446.010842
  nChanged 2
		SP:Iteration 28Q (104698.790000 sec): 3 clusters
  Score: Raw -1850673.376414 + Penalty 3225.801327 = -1847447.575088
  nChanged 2
		SP:Iteration 29Q (104699.020000 sec): 3 clusters
  Score: Raw -1850678.147190 + Penalty 3225.801327 = -1847452.345863
  nChanged 2
		SP:Iteration 30Q (104699.280000 sec): 3 clusters
  Score: Raw -1850678.956474 + Penalty 3225.801327 = -1847453.155147
  nChanged 1
		SP:Iteration 31Q (104699.520000 sec): 3 clusters
  Score: Raw -1850679.698414 + Penalty 3225.801327 = -1847453.897088
  nChanged 1
		SP:Iteration 32Q (104699.740000 sec): 3 clusters
  Score: Raw -1850681.636542 + Penalty 3225.801327 = -1847455.835216
  nChanged 1
		SP:Iteration 33Q (104699.990000 sec): 3 clusters
  Score: Raw -1850683.224732 + Penalty 3225.801327 = -1847457.423405
  nChanged 0
		SP:Iteration 34F (104700.240000 sec): 3 clusters
  Score: Raw -1850683.224732 + Penalty 3225.801327 = -1847457.423405
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 95 (1660 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (104700.300000 sec): 2 clusters
  Score: Raw -137075.608194 + Penalty 1204.868093 = -135870.740100
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (104700.340000 sec): 3 clusters
  Score: Raw -136433.182649 + Penalty 2409.736186 = -134023.446462
  nChanged 516
		SP:Iteration 1F (104700.380000 sec): 3 clusters
  Score: Raw -136807.361426 + Penalty 2409.736186 = -134397.625239
  nChanged 127
		SP:Iteration 2F (104700.420000 sec): 3 clusters
  Score: Raw -136907.363128 + Penalty 2409.736186 = -134497.626942
  nChanged 88
		SP:Iteration 3F (104700.450000 sec): 3 clusters
  Score: Raw -136982.071250 + Penalty 2409.736186 = -134572.335063
  nChanged 62
		SP:Iteration 4Q (104700.480000 sec): 3 clusters
  Score: Raw -137031.222137 + Penalty 2409.736186 = -134621.485951
  nChanged 58
		SP:Iteration 5Q (104700.520000 sec): 3 clusters
  Score: Raw -137083.458527 + Penalty 2409.736186 = -134673.722341
  nChanged 48
		SP:Iteration 6Q (104700.550000 sec): 3 clusters
  Score: Raw -137127.723507 + Penalty 2409.736186 = -134717.987320
  nChanged 32
		SP:Iteration 7Q (104700.580000 sec): 3 clusters
  Score: Raw -137152.884771 + Penalty 2409.736186 = -134743.148584
  nChanged 31
		SP:Iteration 8Q (104700.610000 sec): 3 clusters
  Score: Raw -137179.261989 + Penalty 2409.736186 = -134769.525803
  nChanged 29
		SP:Iteration 9Q (104700.640000 sec): 3 clusters
  Score: Raw -137196.647418 + Penalty 2409.736186 = -134786.911232
  nChanged 31
		SP:Iteration 10Q (104700.680000 sec): 3 clusters
  Score: Raw -137213.809676 + Penalty 2409.736186 = -134804.073490
  nChanged 13
		SP:Iteration 11Q (104700.710000 sec): 3 clusters
  Score: Raw -137221.703009 + Penalty 2409.736186 = -134811.966822
  nChanged 14
		SP:Iteration 12Q (104700.740000 sec): 3 clusters
  Score: Raw -137234.206063 + Penalty 2409.736186 = -134824.469877
  nChanged 17
		SP:Iteration 13Q (104700.770000 sec): 3 clusters
  Score: Raw -137244.847924 + Penalty 2409.736186 = -134835.111737
  nChanged 10
		SP:Iteration 14Q (104700.800000 sec): 3 clusters
  Score: Raw -137250.266355 + Penalty 2409.736186 = -134840.530169
  nChanged 7
		SP:Iteration 15Q (104700.830000 sec): 3 clusters
  Score: Raw -137253.906548 + Penalty 2409.736186 = -134844.170361
  nChanged 7
		SP:Iteration 16Q (104700.860000 sec): 3 clusters
  Score: Raw -137256.933141 + Penalty 2409.736186 = -134847.196954
  nChanged 5
		SP:Iteration 17Q (104700.900000 sec): 3 clusters
  Score: Raw -137260.289966 + Penalty 2409.736186 = -134850.553779
  nChanged 7
		SP:Iteration 18Q (104700.930000 sec): 3 clusters
  Score: Raw -137264.550980 + Penalty 2409.736186 = -134854.814794
  nChanged 4
		SP:Iteration 19Q (104700.960000 sec): 3 clusters
  Score: Raw -137266.861018 + Penalty 2409.736186 = -134857.124831
  nChanged 3
		SP:Iteration 20F (104700.990000 sec): 3 clusters
  Score: Raw -137268.051618 + Penalty 2409.736186 = -134858.315432
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 96 (1797 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (104701.050000 sec): 2 clusters
  Score: Raw -153595.646074 + Penalty 1217.754507 = -152377.891567
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (104701.090000 sec): 3 clusters
  Score: Raw -152834.700771 + Penalty 2435.509013 = -150399.191758
  nChanged 620
		SP:Iteration 1F (104701.120000 sec): 3 clusters
  Score: Raw -153278.581422 + Penalty 2435.509013 = -150843.072409
  nChanged 153
		SP:Iteration 2F (104701.160000 sec): 3 clusters
  Score: Raw -153417.884234 + Penalty 2435.509013 = -150982.375221
  nChanged 113
		SP:Iteration 3F (104701.190000 sec): 3 clusters
  Score: Raw -153526.444700 + Penalty 2435.509013 = -151090.935687
  nChanged 101
		SP:Iteration 4F (104701.220000 sec): 3 clusters
  Score: Raw -153651.881699 + Penalty 2435.509013 = -151216.372686
  nChanged 92
		SP:Iteration 5F (104701.260000 sec): 3 clusters
  Score: Raw -153767.835347 + Penalty 2435.509013 = -151332.326334
  nChanged 85
		SP:Iteration 6Q (104701.290000 sec): 3 clusters
  Score: Raw -153908.160046 + Penalty 2435.509013 = -151472.651033
  nChanged 83
		SP:Iteration 7Q (104701.320000 sec): 3 clusters
  Score: Raw -154022.844613 + Penalty 2435.509013 = -151587.335600
  nChanged 69
		SP:Iteration 8Q (104701.360000 sec): 3 clusters
  Score: Raw -154126.282591 + Penalty 2435.509013 = -151690.773578
  nChanged 65
		SP:Iteration 9Q (104701.390000 sec): 3 clusters
  Score: Raw -154221.191304 + Penalty 2435.509013 = -151785.682291
  nChanged 56
		SP:Iteration 10Q (104701.420000 sec): 3 clusters
  Score: Raw -154286.971410 + Penalty 2435.509013 = -151851.462397
  nChanged 28
		SP:Iteration 11Q (104701.460000 sec): 3 clusters
  Score: Raw -154313.581862 + Penalty 2435.509013 = -151878.072849
  nChanged 15
		SP:Iteration 12Q (104701.490000 sec): 3 clusters
  Score: Raw -154323.863178 + Penalty 2435.509013 = -151888.354165
  nChanged 16
		SP:Iteration 13Q (104701.520000 sec): 3 clusters
  Score: Raw -154342.681493 + Penalty 2435.509013 = -151907.172479
  nChanged 13
		SP:Iteration 14Q (104701.560000 sec): 3 clusters
  Score: Raw -154352.171999 + Penalty 2435.509013 = -151916.662986
  nChanged 6
		SP:Iteration 15Q (104701.590000 sec): 3 clusters
  Score: Raw -154356.665441 + Penalty 2435.509013 = -151921.156428
  nChanged 8
		SP:Iteration 16Q (104701.620000 sec): 3 clusters
  Score: Raw -154366.219358 + Penalty 2435.509013 = -151930.710345
  nChanged 4
		SP:Iteration 17Q (104701.650000 sec): 3 clusters
  Score: Raw -154369.805059 + Penalty 2435.509013 = -151934.296045
  nChanged 3
		SP:Iteration 18Q (104701.680000 sec): 3 clusters
  Score: Raw -154370.904639 + Penalty 2435.509013 = -151935.395625
  nChanged 2
		SP:Iteration 19Q (104701.720000 sec): 3 clusters
  Score: Raw -154372.090106 + Penalty 2435.509013 = -151936.581093
  nChanged 2
		SP:Iteration 20F (104701.750000 sec): 3 clusters
  Score: Raw -154372.787811 + Penalty 2435.509013 = -151937.278798
  nChanged 1
		SP:Iteration 21Q (104701.780000 sec): 3 clusters
  Score: Raw -154373.534135 + Penalty 2435.509013 = -151938.025122
  nChanged 2
		SP:Iteration 22Q (104701.820000 sec): 3 clusters
  Score: Raw -154374.802119 + Penalty 2435.509013 = -151939.293105
  nChanged 1
		SP:Iteration 23Q (104701.850000 sec): 3 clusters
  Score: Raw -154375.257535 + Penalty 2435.509013 = -151939.748522
  nChanged 1
		SP:Iteration 24Q (104701.880000 sec): 3 clusters
  Score: Raw -154375.996548 + Penalty 2435.509013 = -151940.487535
  nChanged 0
		SP:Iteration 25F (104701.920000 sec): 3 clusters
  Score: Raw -154375.996548 + Penalty 2435.509013 = -151940.487535
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 97 (3963 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (104701.990000 sec): 2 clusters
  Score: Raw -378324.582516 + Penalty 1346.272946 = -376978.309569
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (104702.070000 sec): 3 clusters
  Score: Raw -376318.757846 + Penalty 2692.545893 = -373626.211953
  nChanged 1578
		SP:Iteration 1F (104702.140000 sec): 3 clusters
  Score: Raw -377154.532606 + Penalty 2692.545893 = -374461.986713
  nChanged 267
		SP:Iteration 2F (104702.220000 sec): 3 clusters
  Score: Raw -377288.898703 + Penalty 2692.545893 = -374596.352811
  nChanged 182
		SP:Iteration 3Q (104702.300000 sec): 3 clusters
  Score: Raw -377383.667758 + Penalty 2692.545893 = -374691.121865
  nChanged 143
		SP:Iteration 4Q (104702.370000 sec): 3 clusters
  Score: Raw -377449.309128 + Penalty 2692.545893 = -374756.763235
  nChanged 118
		SP:Iteration 5Q (104702.450000 sec): 3 clusters
  Score: Raw -377495.876801 + Penalty 2692.545893 = -374803.330908
  nChanged 80
		SP:Iteration 6Q (104702.520000 sec): 3 clusters
  Score: Raw -377526.161470 + Penalty 2692.545893 = -374833.615577
  nChanged 71
		SP:Iteration 7Q (104702.600000 sec): 3 clusters
  Score: Raw -377555.738959 + Penalty 2692.545893 = -374863.193066
  nChanged 67
		SP:Iteration 8Q (104702.680000 sec): 3 clusters
  Score: Raw -377584.456830 + Penalty 2692.545893 = -374891.910937
  nChanged 59
		SP:Iteration 9Q (104702.750000 sec): 3 clusters
  Score: Raw -377603.278106 + Penalty 2692.545893 = -374910.732213
  nChanged 53
		SP:Iteration 10Q (104702.830000 sec): 3 clusters
  Score: Raw -377621.242468 + Penalty 2692.545893 = -374928.696575
  nChanged 48
		SP:Iteration 11Q (104702.900000 sec): 3 clusters
  Score: Raw -377637.040897 + Penalty 2692.545893 = -374944.495004
  nChanged 46
		SP:Iteration 12Q (104702.980000 sec): 3 clusters
  Score: Raw -377651.752928 + Penalty 2692.545893 = -374959.207035
  nChanged 46
		SP:Iteration 13Q (104703.060000 sec): 3 clusters
  Score: Raw -377668.309801 + Penalty 2692.545893 = -374975.763909
  nChanged 46
		SP:Iteration 14Q (104703.130000 sec): 3 clusters
  Score: Raw -377684.368665 + Penalty 2692.545893 = -374991.822772
  nChanged 40
		SP:Iteration 15Q (104703.210000 sec): 3 clusters
  Score: Raw -377696.536419 + Penalty 2692.545893 = -375003.990526
  nChanged 43
		SP:Iteration 16Q (104703.280000 sec): 3 clusters
  Score: Raw -377711.206361 + Penalty 2692.545893 = -375018.660468
  nChanged 44
		SP:Iteration 17Q (104703.360000 sec): 3 clusters
  Score: Raw -377727.504405 + Penalty 2692.545893 = -375034.958512
  nChanged 34
		SP:Iteration 18Q (104703.440000 sec): 3 clusters
  Score: Raw -377741.493781 + Penalty 2692.545893 = -375048.947888
  nChanged 40
		SP:Iteration 19Q (104703.510000 sec): 3 clusters
  Score: Raw -377755.094850 + Penalty 2692.545893 = -375062.548957
  nChanged 28
		SP:Iteration 20F (104703.580000 sec): 3 clusters
  Score: Raw -377764.663120 + Penalty 2692.545893 = -375072.117227
  nChanged 36
		SP:Iteration 21Q (104703.660000 sec): 3 clusters
  Score: Raw -377776.712700 + Penalty 2692.545893 = -375084.166807
  nChanged 32
		SP:Iteration 22Q (104703.740000 sec): 3 clusters
  Score: Raw -377788.525642 + Penalty 2692.545893 = -375095.979749
  nChanged 33
		SP:Iteration 23Q (104703.810000 sec): 3 clusters
  Score: Raw -377803.531960 + Penalty 2692.545893 = -375110.986067
  nChanged 51
		SP:Iteration 24Q (104703.890000 sec): 3 clusters
  Score: Raw -377828.600330 + Penalty 2692.545893 = -375136.054437
  nChanged 55
		SP:Iteration 25Q (104703.960000 sec): 3 clusters
  Score: Raw -377853.233274 + Penalty 2692.545893 = -375160.687381
  nChanged 51
		SP:Iteration 26Q (104704.040000 sec): 3 clusters
  Score: Raw -377877.117514 + Penalty 2692.545893 = -375184.571621
  nChanged 55
		SP:Iteration 27Q (104704.110000 sec): 3 clusters
  Score: Raw -377903.544005 + Penalty 2692.545893 = -375210.998112
  nChanged 53
		SP:Iteration 28Q (104704.190000 sec): 3 clusters
  Score: Raw -377931.709705 + Penalty 2692.545893 = -375239.163812
  nChanged 54
		SP:Iteration 29Q (104704.260000 sec): 3 clusters
  Score: Raw -377962.575503 + Penalty 2692.545893 = -375270.029610
  nChanged 63
		SP:Iteration 30Q (104704.340000 sec): 3 clusters
  Score: Raw -378001.578831 + Penalty 2692.545893 = -375309.032938
  nChanged 72
		SP:Iteration 31Q (104704.410000 sec): 3 clusters
  Score: Raw -378045.977734 + Penalty 2692.545893 = -375353.431841
  nChanged 61
		SP:Iteration 32Q (104704.480000 sec): 3 clusters
  Score: Raw -378086.008418 + Penalty 2692.545893 = -375393.462525
  nChanged 67
		SP:Iteration 33Q (104704.560000 sec): 3 clusters
  Score: Raw -378131.858853 + Penalty 2692.545893 = -375439.312960
  nChanged 57
		SP:Iteration 34Q (104704.630000 sec): 3 clusters
  Score: Raw -378165.604943 + Penalty 2692.545893 = -375473.059050
  nChanged 52
		SP:Iteration 35Q (104704.700000 sec): 3 clusters
  Score: Raw -378196.931913 + Penalty 2692.545893 = -375504.386020
  nChanged 37
		SP:Iteration 36Q (104704.780000 sec): 3 clusters
  Score: Raw -378226.984710 + Penalty 2692.545893 = -375534.438817
  nChanged 51
		SP:Iteration 37Q (104704.850000 sec): 3 clusters
  Score: Raw -378270.367188 + Penalty 2692.545893 = -375577.821295
  nChanged 51
		SP:Iteration 38Q (104704.920000 sec): 3 clusters
  Score: Raw -378316.579089 + Penalty 2692.545893 = -375624.033196
  nChanged 47
		SP:Iteration 39Q (104704.990000 sec): 3 clusters
  Score: Raw -378359.265177 + Penalty 2692.545893 = -375666.719285
  nChanged 30
		SP:Iteration 40F (104705.070000 sec): 3 clusters
  Score: Raw -378383.805566 + Penalty 2692.545893 = -375691.259674
  nChanged 20
		SP:Iteration 41Q (104705.140000 sec): 3 clusters
  Score: Raw -378402.070104 + Penalty 2692.545893 = -375709.524211
  nChanged 24
		SP:Iteration 42Q (104705.210000 sec): 3 clusters
  Score: Raw -378424.195377 + Penalty 2692.545893 = -375731.649484
  nChanged 19
		SP:Iteration 43Q (104705.280000 sec): 3 clusters
  Score: Raw -378439.737543 + Penalty 2692.545893 = -375747.191650
  nChanged 18
		SP:Iteration 44Q (104705.350000 sec): 3 clusters
  Score: Raw -378454.924747 + Penalty 2692.545893 = -375762.378854
  nChanged 14
		SP:Iteration 45Q (104705.420000 sec): 3 clusters
  Score: Raw -378465.714551 + Penalty 2692.545893 = -375773.168658
  nChanged 11
		SP:Iteration 46Q (104705.490000 sec): 3 clusters
  Score: Raw -378473.767166 + Penalty 2692.545893 = -375781.221273
  nChanged 12
		SP:Iteration 47Q (104705.560000 sec): 3 clusters
  Score: Raw -378482.833376 + Penalty 2692.545893 = -375790.287483
  nChanged 10
		SP:Iteration 48Q (104705.630000 sec): 3 clusters
  Score: Raw -378492.284239 + Penalty 2692.545893 = -375799.738347
  nChanged 11
		SP:Iteration 49Q (104705.700000 sec): 3 clusters
  Score: Raw -378500.185604 + Penalty 2692.545893 = -375807.639711
  nChanged 2
		SP:Iteration 50Q (104705.770000 sec): 3 clusters
  Score: Raw -378501.487731 + Penalty 2692.545893 = -375808.941838
  nChanged 1
		SP:Iteration 51Q (104705.840000 sec): 3 clusters
  Score: Raw -378502.030072 + Penalty 2692.545893 = -375809.484180
  nChanged 1
		SP:Iteration 52Q (104705.920000 sec): 3 clusters
  Score: Raw -378503.136435 + Penalty 2692.545893 = -375810.590543
  nChanged 2
		SP:Iteration 53Q (104705.980000 sec): 3 clusters
  Score: Raw -378504.642339 + Penalty 2692.545893 = -375812.096446
  nChanged 2
		SP:Iteration 54Q (104706.060000 sec): 3 clusters
  Score: Raw -378507.142775 + Penalty 2692.545893 = -375814.596883
  nChanged 2
		SP:Iteration 55Q (104706.120000 sec): 3 clusters
  Score: Raw -378509.947278 + Penalty 2692.545893 = -375817.401385
  nChanged 5
		SP:Iteration 56Q (104706.190000 sec): 3 clusters
  Score: Raw -378514.212280 + Penalty 2692.545893 = -375821.666387
  nChanged 3
		SP:Iteration 57Q (104706.260000 sec): 3 clusters
  Score: Raw -378516.975439 + Penalty 2692.545893 = -375824.429546
  nChanged 4
		SP:Iteration 58Q (104706.330000 sec): 3 clusters
  Score: Raw -378520.845321 + Penalty 2692.545893 = -375828.299428
  nChanged 1
		SP:Iteration 59Q (104706.400000 sec): 3 clusters
  Score: Raw -378521.491409 + Penalty 2692.545893 = -375828.945516
  nChanged 3
		SP:Iteration 60F (104706.480000 sec): 3 clusters
  Score: Raw -378522.877668 + Penalty 2692.545893 = -375830.331775
  nChanged 1
		SP:Iteration 61Q (104706.550000 sec): 3 clusters
  Score: Raw -378523.794970 + Penalty 2692.545893 = -375831.249077
  nChanged 2
		SP:Iteration 62Q (104706.620000 sec): 3 clusters
  Score: Raw -378527.345995 + Penalty 2692.545893 = -375834.800102
  nChanged 4
		SP:Iteration 63Q (104706.690000 sec): 3 clusters
  Score: Raw -378533.383196 + Penalty 2692.545893 = -375840.837303
  nChanged 3
		SP:Iteration 64Q (104706.760000 sec): 3 clusters
  Score: Raw -378536.813979 + Penalty 2692.545893 = -375844.268086
  nChanged 1
		SP:Iteration 65Q (104706.830000 sec): 3 clusters
  Score: Raw -378537.313861 + Penalty 2692.545893 = -375844.767968
  nChanged 1
		SP:Iteration 66Q (104706.900000 sec): 3 clusters
  Score: Raw -378537.747441 + Penalty 2692.545893 = -375845.201548
  nChanged 1
		SP:Iteration 67Q (104706.970000 sec): 3 clusters
  Score: Raw -378538.292836 + Penalty 2692.545893 = -375845.746944
  nChanged 0
		SP:Iteration 68F (104707.040000 sec): 3 clusters
  Score: Raw -378538.292836 + Penalty 2692.545893 = -375845.746944
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 98 (966 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (104707.100000 sec): 2 clusters
  Score: Raw -82637.016619 + Penalty 1116.889123 = -81520.127496
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (104707.120000 sec): 3 clusters
  Score: Raw -82357.119946 + Penalty 2233.778246 = -80123.341700
  nChanged 284
		SP:Iteration 1F (104707.130000 sec): 3 clusters
  Score: Raw -82599.167913 + Penalty 2233.778246 = -80365.389667
  nChanged 61
		SP:Iteration 2F (104707.150000 sec): 3 clusters
  Score: Raw -82660.860296 + Penalty 2233.778246 = -80427.082050
  nChanged 37
		SP:Iteration 3Q (104707.170000 sec): 3 clusters
  Score: Raw -82692.655392 + Penalty 2233.778246 = -80458.877146
  nChanged 21
		SP:Iteration 4Q (104707.190000 sec): 3 clusters
  Score: Raw -82712.633205 + Penalty 2233.778246 = -80478.854959
  nChanged 25
		SP:Iteration 5Q (104707.210000 sec): 3 clusters
  Score: Raw -82732.307954 + Penalty 2233.778246 = -80498.529708
  nChanged 20
		SP:Iteration 6Q (104707.230000 sec): 3 clusters
  Score: Raw -82760.492751 + Penalty 2233.778246 = -80526.714504
  nChanged 22
		SP:Iteration 7Q (104707.250000 sec): 3 clusters
  Score: Raw -82789.466402 + Penalty 2233.778246 = -80555.688155
  nChanged 26
		SP:Iteration 8Q (104707.270000 sec): 3 clusters
  Score: Raw -82821.580227 + Penalty 2233.778246 = -80587.801981
  nChanged 26
		SP:Iteration 9Q (104707.290000 sec): 3 clusters
  Score: Raw -82849.091745 + Penalty 2233.778246 = -80615.313499
  nChanged 22
		SP:Iteration 10Q (104707.310000 sec): 3 clusters
  Score: Raw -82871.310505 + Penalty 2233.778246 = -80637.532258
  nChanged 17
		SP:Iteration 11Q (104707.330000 sec): 3 clusters
  Score: Raw -82882.883352 + Penalty 2233.778246 = -80649.105106
  nChanged 8
		SP:Iteration 12Q (104707.350000 sec): 3 clusters
  Score: Raw -82887.153764 + Penalty 2233.778246 = -80653.375518
  nChanged 6
		SP:Iteration 13Q (104707.360000 sec): 3 clusters
  Score: Raw -82893.321631 + Penalty 2233.778246 = -80659.543385
  nChanged 6
		SP:Iteration 14Q (104707.380000 sec): 3 clusters
  Score: Raw -82898.527728 + Penalty 2233.778246 = -80664.749482
  nChanged 8
		SP:Iteration 15Q (104707.400000 sec): 3 clusters
  Score: Raw -82907.010425 + Penalty 2233.778246 = -80673.232179
  nChanged 6
		SP:Iteration 16Q (104707.420000 sec): 3 clusters
  Score: Raw -82914.681896 + Penalty 2233.778246 = -80680.903650
  nChanged 7
		SP:Iteration 17Q (104707.440000 sec): 3 clusters
  Score: Raw -82921.115126 + Penalty 2233.778246 = -80687.336880
  nChanged 2
		SP:Iteration 18Q (104707.460000 sec): 3 clusters
  Score: Raw -82922.336355 + Penalty 2233.778246 = -80688.558109
  nChanged 1
		SP:Iteration 19Q (104707.480000 sec): 3 clusters
  Score: Raw -82922.595436 + Penalty 2233.778246 = -80688.817190
  nChanged 0
		SP:Iteration 20F (104707.500000 sec): 3 clusters
  Score: Raw -82922.595436 + Penalty 2233.778246 = -80688.817190
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 99 (2208 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (104707.560000 sec): 2 clusters
  Score: Raw -189522.076349 + Penalty 1251.224391 = -188270.851958
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (104707.600000 sec): 3 clusters
  Score: Raw -188525.684526 + Penalty 2502.448782 = -186023.235744
  nChanged 814
		SP:Iteration 1F (104707.650000 sec): 3 clusters
  Score: Raw -189020.915137 + Penalty 2502.448782 = -186518.466355
  nChanged 184
		SP:Iteration 2F (104707.690000 sec): 3 clusters
  Score: Raw -189148.397500 + Penalty 2502.448782 = -186645.948717
  nChanged 100
		SP:Iteration 3Q (104707.730000 sec): 3 clusters
  Score: Raw -189212.352910 + Penalty 2502.448782 = -186709.904128
  nChanged 83
		SP:Iteration 4Q (104707.780000 sec): 3 clusters
  Score: Raw -189280.611984 + Penalty 2502.448782 = -186778.163201
  nChanged 87
		SP:Iteration 5Q (104707.820000 sec): 3 clusters
  Score: Raw -189346.530860 + Penalty 2502.448782 = -186844.082077
  nChanged 63
		SP:Iteration 6Q (104707.860000 sec): 3 clusters
  Score: Raw -189383.791738 + Penalty 2502.448782 = -186881.342956
  nChanged 38
		SP:Iteration 7Q (104707.900000 sec): 3 clusters
  Score: Raw -189407.852467 + Penalty 2502.448782 = -186905.403685
  nChanged 50
		SP:Iteration 8Q (104707.940000 sec): 3 clusters
  Score: Raw -189437.642725 + Penalty 2502.448782 = -186935.193943
  nChanged 44
		SP:Iteration 9Q (104707.990000 sec): 3 clusters
  Score: Raw -189465.518795 + Penalty 2502.448782 = -186963.070013
  nChanged 38
		SP:Iteration 10Q (104708.030000 sec): 3 clusters
  Score: Raw -189491.153749 + Penalty 2502.448782 = -186988.704966
  nChanged 30
		SP:Iteration 11Q (104708.070000 sec): 3 clusters
  Score: Raw -189508.344822 + Penalty 2502.448782 = -187005.896040
  nChanged 21
		SP:Iteration 12Q (104708.110000 sec): 3 clusters
  Score: Raw -189521.007594 + Penalty 2502.448782 = -187018.558812
  nChanged 17
		SP:Iteration 13Q (104708.150000 sec): 3 clusters
  Score: Raw -189533.050993 + Penalty 2502.448782 = -187030.602210
  nChanged 24
		SP:Iteration 14Q (104708.200000 sec): 3 clusters
  Score: Raw -189546.842178 + Penalty 2502.448782 = -187044.393395
  nChanged 25
		SP:Iteration 15Q (104708.240000 sec): 3 clusters
  Score: Raw -189561.451669 + Penalty 2502.448782 = -187059.002887
  nChanged 23
		SP:Iteration 16Q (104708.280000 sec): 3 clusters
  Score: Raw -189573.585668 + Penalty 2502.448782 = -187071.136886
  nChanged 16
		SP:Iteration 17Q (104708.320000 sec): 3 clusters
  Score: Raw -189580.154644 + Penalty 2502.448782 = -187077.705861
  nChanged 18
		SP:Iteration 18Q (104708.360000 sec): 3 clusters
  Score: Raw -189588.345365 + Penalty 2502.448782 = -187085.896583
  nChanged 11
		SP:Iteration 19Q (104708.400000 sec): 3 clusters
  Score: Raw -189592.637146 + Penalty 2502.448782 = -187090.188363
  nChanged 12
		SP:Iteration 20F (104708.440000 sec): 3 clusters
  Score: Raw -189597.737754 + Penalty 2502.448782 = -187095.288972
  nChanged 15
		SP:Iteration 21Q (104708.480000 sec): 3 clusters
  Score: Raw -189604.505862 + Penalty 2502.448782 = -187102.057079
  nChanged 13
		SP:Iteration 22Q (104708.520000 sec): 3 clusters
  Score: Raw -189612.246663 + Penalty 2502.448782 = -187109.797880
  nChanged 8
		SP:Iteration 23Q (104708.570000 sec): 3 clusters
  Score: Raw -189615.550330 + Penalty 2502.448782 = -187113.101547
  nChanged 9
		SP:Iteration 24Q (104708.610000 sec): 3 clusters
  Score: Raw -189620.274211 + Penalty 2502.448782 = -187117.825428
  nChanged 7
		SP:Iteration 25Q (104708.650000 sec): 3 clusters
  Score: Raw -189623.651227 + Penalty 2502.448782 = -187121.202445
  nChanged 5
		SP:Iteration 26Q (104708.690000 sec): 3 clusters
  Score: Raw -189626.357505 + Penalty 2502.448782 = -187123.908722
  nChanged 5
		SP:Iteration 27Q (104708.730000 sec): 3 clusters
  Score: Raw -189627.803546 + Penalty 2502.448782 = -187125.354764
  nChanged 3
		SP:Iteration 28Q (104708.770000 sec): 3 clusters
  Score: Raw -189629.321014 + Penalty 2502.448782 = -187126.872231
  nChanged 4
		SP:Iteration 29Q (104708.810000 sec): 3 clusters
  Score: Raw -189630.709767 + Penalty 2502.448782 = -187128.260985
  nChanged 4
		SP:Iteration 30Q (104708.850000 sec): 3 clusters
  Score: Raw -189632.633338 + Penalty 2502.448782 = -187130.184556
  nChanged 5
		SP:Iteration 31Q (104708.900000 sec): 3 clusters
  Score: Raw -189635.117338 + Penalty 2502.448782 = -187132.668555
  nChanged 9
		SP:Iteration 32Q (104708.940000 sec): 3 clusters
  Score: Raw -189640.356701 + Penalty 2502.448782 = -187137.907919
  nChanged 8
		SP:Iteration 33Q (104708.980000 sec): 3 clusters
  Score: Raw -189644.013873 + Penalty 2502.448782 = -187141.565090
  nChanged 3
		SP:Iteration 34Q (104709.020000 sec): 3 clusters
  Score: Raw -189645.787428 + Penalty 2502.448782 = -187143.338646
  nChanged 3
		SP:Iteration 35Q (104709.060000 sec): 3 clusters
  Score: Raw -189646.870541 + Penalty 2502.448782 = -187144.421758
  nChanged 1
		SP:Iteration 36Q (104709.100000 sec): 3 clusters
  Score: Raw -189647.760931 + Penalty 2502.448782 = -187145.312149
  nChanged 1
		SP:Iteration 37Q (104709.140000 sec): 3 clusters
  Score: Raw -189648.282211 + Penalty 2502.448782 = -187145.833429
  nChanged 1
		SP:Iteration 38Q (104709.180000 sec): 3 clusters
  Score: Raw -189648.548799 + Penalty 2502.448782 = -187146.100017
  nChanged 2
		SP:Iteration 39Q (104709.220000 sec): 3 clusters
  Score: Raw -189650.072110 + Penalty 2502.448782 = -187147.623327
  nChanged 1
		SP:Iteration 40F (104709.260000 sec): 3 clusters
  Score: Raw -189650.400726 + Penalty 2502.448782 = -187147.951943
  nChanged 1
		SP:Iteration 41Q (104709.300000 sec): 3 clusters
  Score: Raw -189650.750987 + Penalty 2502.448782 = -187148.302205
  nChanged 1
		SP:Iteration 42Q (104709.350000 sec): 3 clusters
  Score: Raw -189651.498642 + Penalty 2502.448782 = -187149.049860
  nChanged 2
		SP:Iteration 43Q (104709.390000 sec): 3 clusters
  Score: Raw -189652.243687 + Penalty 2502.448782 = -187149.794905
  nChanged 2
		SP:Iteration 44Q (104709.430000 sec): 3 clusters
  Score: Raw -189653.248807 + Penalty 2502.448782 = -187150.800024
  nChanged 2
		SP:Iteration 45Q (104709.470000 sec): 3 clusters
  Score: Raw -189655.730196 + Penalty 2502.448782 = -187153.281413
  nChanged 4
		SP:Iteration 46Q (104709.510000 sec): 3 clusters
  Score: Raw -189657.490088 + Penalty 2502.448782 = -187155.041306
  nChanged 3
		SP:Iteration 47Q (104709.550000 sec): 3 clusters
  Score: Raw -189658.733629 + Penalty 2502.448782 = -187156.284847
  nChanged 2
		SP:Iteration 48Q (104709.590000 sec): 3 clusters
  Score: Raw -189660.176563 + Penalty 2502.448782 = -187157.727781
  nChanged 2
		SP:Iteration 49Q (104709.630000 sec): 3 clusters
  Score: Raw -189661.876589 + Penalty 2502.448782 = -187159.427806
  nChanged 4
		SP:Iteration 50Q (104709.680000 sec): 3 clusters
  Score: Raw -189664.656318 + Penalty 2502.448782 = -187162.207536
  nChanged 5
		SP:Iteration 51Q (104709.720000 sec): 3 clusters
  Score: Raw -189666.606925 + Penalty 2502.448782 = -187164.158142
  nChanged 7
		SP:Iteration 52Q (104709.760000 sec): 3 clusters
  Score: Raw -189669.992274 + Penalty 2502.448782 = -187167.543492
  nChanged 5
		SP:Iteration 53Q (104709.800000 sec): 3 clusters
  Score: Raw -189673.796745 + Penalty 2502.448782 = -187171.347963
  nChanged 4
		SP:Iteration 54Q (104709.840000 sec): 3 clusters
  Score: Raw -189675.592727 + Penalty 2502.448782 = -187173.143944
  nChanged 1
		SP:Iteration 55Q (104709.880000 sec): 3 clusters
  Score: Raw -189676.013758 + Penalty 2502.448782 = -187173.564976
  nChanged 1
		SP:Iteration 56Q (104709.920000 sec): 3 clusters
  Score: Raw -189676.413408 + Penalty 2502.448782 = -187173.964626
  nChanged 1
		SP:Iteration 57Q (104709.960000 sec): 3 clusters
  Score: Raw -189676.808910 + Penalty 2502.448782 = -187174.360128
  nChanged 1
		SP:Iteration 58Q (104710.000000 sec): 3 clusters
  Score: Raw -189677.264058 + Penalty 2502.448782 = -187174.815275
  nChanged 1
		SP:Iteration 59Q (104710.040000 sec): 3 clusters
  Score: Raw -189677.444272 + Penalty 2502.448782 = -187174.995489
  nChanged 0
		SP:Iteration 60F (104710.080000 sec): 3 clusters
  Score: Raw -189677.444272 + Penalty 2502.448782 = -187174.995489
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 100 (3026 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (104710.150000 sec): 2 clusters
  Score: Raw -253462.746256 + Penalty 1302.436995 = -252160.309261
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (104710.210000 sec): 3 clusters
  Score: Raw -251979.825949 + Penalty 2604.873991 = -249374.951958
  nChanged 1152
		SP:Iteration 1F (104710.270000 sec): 3 clusters
  Score: Raw -252688.606486 + Penalty 2604.873991 = -250083.732496
  nChanged 219
		SP:Iteration 2F (104710.320000 sec): 3 clusters
  Score: Raw -252830.952659 + Penalty 2604.873991 = -250226.078668
  nChanged 157
		SP:Iteration 3F (104710.380000 sec): 3 clusters
  Score: Raw -252934.317948 + Penalty 2604.873991 = -250329.443957
  nChanged 134
		SP:Iteration 4Q (104710.440000 sec): 3 clusters
  Score: Raw -253007.987204 + Penalty 2604.873991 = -250403.113213
  nChanged 97
		SP:Iteration 5Q (104710.500000 sec): 3 clusters
  Score: Raw -253067.458086 + Penalty 2604.873991 = -250462.584095
  nChanged 94
		SP:Iteration 6Q (104710.560000 sec): 3 clusters
  Score: Raw -253127.708295 + Penalty 2604.873991 = -250522.834304
  nChanged 87
		SP:Iteration 7Q (104710.620000 sec): 3 clusters
  Score: Raw -253181.129693 + Penalty 2604.873991 = -250576.255702
  nChanged 82
		SP:Iteration 8Q (104710.680000 sec): 3 clusters
  Score: Raw -253229.169565 + Penalty 2604.873991 = -250624.295574
  nChanged 74
		SP:Iteration 9Q (104710.730000 sec): 3 clusters
  Score: Raw -253277.257215 + Penalty 2604.873991 = -250672.383224
  nChanged 77
		SP:Iteration 10Q (104710.790000 sec): 3 clusters
  Score: Raw -253335.928741 + Penalty 2604.873991 = -250731.054750
  nChanged 91
		SP:Iteration 11Q (104710.850000 sec): 3 clusters
  Score: Raw -253394.732967 + Penalty 2604.873991 = -250789.858976
  nChanged 88
		SP:Iteration 12Q (104710.900000 sec): 3 clusters
  Score: Raw -253457.827687 + Penalty 2604.873991 = -250852.953696
  nChanged 92
		SP:Iteration 13Q (104710.960000 sec): 3 clusters
  Score: Raw -253508.943187 + Penalty 2604.873991 = -250904.069197
  nChanged 83
		SP:Iteration 14Q (104711.020000 sec): 3 clusters
  Score: Raw -253558.276685 + Penalty 2604.873991 = -250953.402694
  nChanged 67
		SP:Iteration 15Q (104711.080000 sec): 3 clusters
  Score: Raw -253593.928761 + Penalty 2604.873991 = -250989.054771
  nChanged 54
		SP:Iteration 16Q (104711.140000 sec): 3 clusters
  Score: Raw -253619.934619 + Penalty 2604.873991 = -251015.060628
  nChanged 47
		SP:Iteration 17Q (104711.200000 sec): 3 clusters
  Score: Raw -253645.470808 + Penalty 2604.873991 = -251040.596817
  nChanged 49
		SP:Iteration 18Q (104711.250000 sec): 3 clusters
  Score: Raw -253670.106928 + Penalty 2604.873991 = -251065.232937
  nChanged 42
		SP:Iteration 19Q (104711.310000 sec): 3 clusters
  Score: Raw -253688.147704 + Penalty 2604.873991 = -251083.273714
  nChanged 31
		SP:Iteration 20F (104711.370000 sec): 3 clusters
  Score: Raw -253705.996660 + Penalty 2604.873991 = -251101.122670
  nChanged 31
		SP:Iteration 21Q (104711.420000 sec): 3 clusters
  Score: Raw -253723.071084 + Penalty 2604.873991 = -251118.197093
  nChanged 23
		SP:Iteration 22Q (104711.480000 sec): 3 clusters
  Score: Raw -253733.529053 + Penalty 2604.873991 = -251128.655063
  nChanged 18
		SP:Iteration 23Q (104711.540000 sec): 3 clusters
  Score: Raw -253741.466029 + Penalty 2604.873991 = -251136.592038
  nChanged 12
		SP:Iteration 24Q (104711.600000 sec): 3 clusters
  Score: Raw -253747.358279 + Penalty 2604.873991 = -251142.484288
  nChanged 8
		SP:Iteration 25Q (104711.660000 sec): 3 clusters
  Score: Raw -253750.916548 + Penalty 2604.873991 = -251146.042558
  nChanged 8
		SP:Iteration 26Q (104711.710000 sec): 3 clusters
  Score: Raw -253754.824536 + Penalty 2604.873991 = -251149.950545
  nChanged 8
		SP:Iteration 27Q (104711.770000 sec): 3 clusters
  Score: Raw -253758.028131 + Penalty 2604.873991 = -251153.154140
  nChanged 8
		SP:Iteration 28Q (104711.830000 sec): 3 clusters
  Score: Raw -253762.086001 + Penalty 2604.873991 = -251157.212010
  nChanged 8
		SP:Iteration 29Q (104711.880000 sec): 3 clusters
  Score: Raw -253765.112353 + Penalty 2604.873991 = -251160.238363
  nChanged 10
		SP:Iteration 30Q (104711.940000 sec): 3 clusters
  Score: Raw -253768.910341 + Penalty 2604.873991 = -251164.036350
  nChanged 5
		SP:Iteration 31Q (104712.000000 sec): 3 clusters
  Score: Raw -253772.207706 + Penalty 2604.873991 = -251167.333715
  nChanged 12
		SP:Iteration 32Q (104712.060000 sec): 3 clusters
  Score: Raw -253779.293489 + Penalty 2604.873991 = -251174.419499
  nChanged 11
		SP:Iteration 33Q (104712.120000 sec): 3 clusters
  Score: Raw -253783.618265 + Penalty 2604.873991 = -251178.744275
  nChanged 12
		SP:Iteration 34Q (104712.170000 sec): 3 clusters
  Score: Raw -253788.837234 + Penalty 2604.873991 = -251183.963244
  nChanged 13
		SP:Iteration 35Q (104712.230000 sec): 3 clusters
  Score: Raw -253795.567117 + Penalty 2604.873991 = -251190.693127
  nChanged 14
		SP:Iteration 36Q (104712.290000 sec): 3 clusters
  Score: Raw -253802.756782 + Penalty 2604.873991 = -251197.882792
  nChanged 18
		SP:Iteration 37Q (104712.340000 sec): 3 clusters
  Score: Raw -253810.135343 + Penalty 2604.873991 = -251205.261352
  nChanged 15
		SP:Iteration 38Q (104712.400000 sec): 3 clusters
  Score: Raw -253816.488333 + Penalty 2604.873991 = -251211.614343
  nChanged 10
		SP:Iteration 39Q (104712.460000 sec): 3 clusters
  Score: Raw -253820.751368 + Penalty 2604.873991 = -251215.877377
  nChanged 8
		SP:Iteration 40F (104712.520000 sec): 3 clusters
  Score: Raw -253825.487250 + Penalty 2604.873991 = -251220.613259
  nChanged 9
		SP:Iteration 41Q (104712.570000 sec): 3 clusters
  Score: Raw -253830.964643 + Penalty 2604.873991 = -251226.090652
  nChanged 8
		SP:Iteration 42Q (104712.630000 sec): 3 clusters
  Score: Raw -253834.354491 + Penalty 2604.873991 = -251229.480501
  nChanged 9
		SP:Iteration 43Q (104712.690000 sec): 3 clusters
  Score: Raw -253838.214212 + Penalty 2604.873991 = -251233.340221
  nChanged 8
		SP:Iteration 44Q (104712.740000 sec): 3 clusters
  Score: Raw -253841.689601 + Penalty 2604.873991 = -251236.815610
  nChanged 11
		SP:Iteration 45Q (104712.800000 sec): 3 clusters
  Score: Raw -253847.802478 + Penalty 2604.873991 = -251242.928488
  nChanged 12
		SP:Iteration 46Q (104712.860000 sec): 3 clusters
  Score: Raw -253855.385714 + Penalty 2604.873991 = -251250.511723
  nChanged 13
		SP:Iteration 47Q (104712.920000 sec): 3 clusters
  Score: Raw -253865.076497 + Penalty 2604.873991 = -251260.202506
  nChanged 11
		SP:Iteration 48Q (104712.970000 sec): 3 clusters
  Score: Raw -253868.583770 + Penalty 2604.873991 = -251263.709779
  nChanged 11
		SP:Iteration 49Q (104713.030000 sec): 3 clusters
  Score: Raw -253873.074463 + Penalty 2604.873991 = -251268.200472
  nChanged 7
		SP:Iteration 50Q (104713.090000 sec): 3 clusters
  Score: Raw -253876.922963 + Penalty 2604.873991 = -251272.048972
  nChanged 8
		SP:Iteration 51Q (104713.140000 sec): 3 clusters
  Score: Raw -253880.984842 + Penalty 2604.873991 = -251276.110851
  nChanged 8
		SP:Iteration 52Q (104713.200000 sec): 3 clusters
  Score: Raw -253884.585412 + Penalty 2604.873991 = -251279.711421
  nChanged 4
		SP:Iteration 53Q (104713.260000 sec): 3 clusters
  Score: Raw -253885.555997 + Penalty 2604.873991 = -251280.682006
  nChanged 1
		SP:Iteration 54Q (104713.320000 sec): 3 clusters
  Score: Raw -253885.828156 + Penalty 2604.873991 = -251280.954165
  nChanged 1
		SP:Iteration 55Q (104713.370000 sec): 3 clusters
  Score: Raw -253886.012690 + Penalty 2604.873991 = -251281.138699
  nChanged 0
		SP:Iteration 56F (104713.430000 sec): 3 clusters
  Score: Raw -253886.012690 + Penalty 2604.873991 = -251281.138699
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 101 (2759 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (104713.500000 sec): 2 clusters
  Score: Raw -225926.059392 + Penalty 1287.426331 = -224638.633061
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (104713.550000 sec): 3 clusters
  Score: Raw -224616.111543 + Penalty 2574.852662 = -222041.258881
  nChanged 1047
		SP:Iteration 1F (104713.600000 sec): 3 clusters
  Score: Raw -225318.752077 + Penalty 2574.852662 = -222743.899415
  nChanged 259
		SP:Iteration 2F (104713.650000 sec): 3 clusters
  Score: Raw -225569.694148 + Penalty 2574.852662 = -222994.841486
  nChanged 198
		SP:Iteration 3F (104713.700000 sec): 3 clusters
  Score: Raw -225726.498868 + Penalty 2574.852662 = -223151.646207
  nChanged 143
		SP:Iteration 4F (104713.760000 sec): 3 clusters
  Score: Raw -225840.987653 + Penalty 2574.852662 = -223266.134991
  nChanged 113
		SP:Iteration 5Q (104713.810000 sec): 3 clusters
  Score: Raw -225942.428352 + Penalty 2574.852662 = -223367.575690
  nChanged 80
		SP:Iteration 6Q (104713.860000 sec): 3 clusters
  Score: Raw -226007.570732 + Penalty 2574.852662 = -223432.718070
  nChanged 80
		SP:Iteration 7Q (104713.910000 sec): 3 clusters
  Score: Raw -226069.468924 + Penalty 2574.852662 = -223494.616262
  nChanged 75
		SP:Iteration 8Q (104713.960000 sec): 3 clusters
  Score: Raw -226131.796420 + Penalty 2574.852662 = -223556.943759
  nChanged 63
		SP:Iteration 9Q (104714.020000 sec): 3 clusters
  Score: Raw -226175.696089 + Penalty 2574.852662 = -223600.843428
  nChanged 51
		SP:Iteration 10Q (104714.070000 sec): 3 clusters
  Score: Raw -226210.554863 + Penalty 2574.852662 = -223635.702201
  nChanged 37
		SP:Iteration 11Q (104714.120000 sec): 3 clusters
  Score: Raw -226236.690625 + Penalty 2574.852662 = -223661.837963
  nChanged 34
		SP:Iteration 12Q (104714.170000 sec): 3 clusters
  Score: Raw -226272.436347 + Penalty 2574.852662 = -223697.583685
  nChanged 45
		SP:Iteration 13Q (104714.220000 sec): 3 clusters
  Score: Raw -226315.601062 + Penalty 2574.852662 = -223740.748400
  nChanged 52
		SP:Iteration 14Q (104714.270000 sec): 3 clusters
  Score: Raw -226377.318932 + Penalty 2574.852662 = -223802.466271
  nChanged 66
		SP:Iteration 15Q (104714.320000 sec): 3 clusters
  Score: Raw -226479.121428 + Penalty 2574.852662 = -223904.268766
  nChanged 71
		SP:Iteration 16Q (104714.370000 sec): 3 clusters
  Score: Raw -226641.366620 + Penalty 2574.852662 = -224066.513959
  nChanged 79
		SP:Iteration 17Q (104714.430000 sec): 3 clusters
  Score: Raw -226820.682355 + Penalty 2574.852662 = -224245.829693
  nChanged 92
		SP:Iteration 18Q (104714.480000 sec): 3 clusters
  Score: Raw -226981.247399 + Penalty 2574.852662 = -224406.394738
  nChanged 68
		SP:Iteration 19Q (104714.530000 sec): 3 clusters
  Score: Raw -227061.140128 + Penalty 2574.852662 = -224486.287466
  nChanged 51
		SP:Iteration 20F (104714.580000 sec): 3 clusters
  Score: Raw -227099.807923 + Penalty 2574.852662 = -224524.955261
  nChanged 25
		SP:Iteration 21Q (104714.630000 sec): 3 clusters
  Score: Raw -227115.639461 + Penalty 2574.852662 = -224540.786799
  nChanged 14
		SP:Iteration 22Q (104714.680000 sec): 3 clusters
  Score: Raw -227127.491495 + Penalty 2574.852662 = -224552.638833
  nChanged 20
		SP:Iteration 23Q (104714.720000 sec): 3 clusters
  Score: Raw -227143.985111 + Penalty 2574.852662 = -224569.132450
  nChanged 23
		SP:Iteration 24Q (104714.780000 sec): 3 clusters
  Score: Raw -227164.224853 + Penalty 2574.852662 = -224589.372191
  nChanged 24
		SP:Iteration 25Q (104714.820000 sec): 3 clusters
  Score: Raw -227180.586468 + Penalty 2574.852662 = -224605.733807
  nChanged 10
		SP:Iteration 26Q (104714.870000 sec): 3 clusters
  Score: Raw -227185.815913 + Penalty 2574.852662 = -224610.963251
  nChanged 5
		SP:Iteration 27Q (104714.920000 sec): 3 clusters
  Score: Raw -227188.068491 + Penalty 2574.852662 = -224613.215829
  nChanged 0
		SP:Iteration 28F (104714.970000 sec): 3 clusters
  Score: Raw -227188.068491 + Penalty 2574.852662 = -224613.215829
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 102 (1869 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (104715.040000 sec): 2 clusters
  Score: Raw -164199.127519 + Penalty 1224.138306 = -162974.989213
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (104715.070000 sec): 3 clusters
  Score: Raw -163394.134070 + Penalty 2448.276612 = -160945.857457
  nChanged 680
		SP:Iteration 1F (104715.110000 sec): 3 clusters
  Score: Raw -163833.510743 + Penalty 2448.276612 = -161385.234131
  nChanged 128
		SP:Iteration 2F (104715.140000 sec): 3 clusters
  Score: Raw -163927.543585 + Penalty 2448.276612 = -161479.266973
  nChanged 77
		SP:Iteration 3Q (104715.180000 sec): 3 clusters
  Score: Raw -163996.275388 + Penalty 2448.276612 = -161547.998775
  nChanged 74
		SP:Iteration 4Q (104715.220000 sec): 3 clusters
  Score: Raw -164052.687324 + Penalty 2448.276612 = -161604.410711
  nChanged 55
		SP:Iteration 5Q (104715.260000 sec): 3 clusters
  Score: Raw -164099.855915 + Penalty 2448.276612 = -161651.579302
  nChanged 48
		SP:Iteration 6Q (104715.290000 sec): 3 clusters
  Score: Raw -164138.172261 + Penalty 2448.276612 = -161689.895649
  nChanged 40
		SP:Iteration 7Q (104715.330000 sec): 3 clusters
  Score: Raw -164167.116607 + Penalty 2448.276612 = -161718.839995
  nChanged 35
		SP:Iteration 8Q (104715.370000 sec): 3 clusters
  Score: Raw -164186.654419 + Penalty 2448.276612 = -161738.377807
  nChanged 26
		SP:Iteration 9Q (104715.400000 sec): 3 clusters
  Score: Raw -164201.555545 + Penalty 2448.276612 = -161753.278933
  nChanged 22
		SP:Iteration 10Q (104715.440000 sec): 3 clusters
  Score: Raw -164218.986577 + Penalty 2448.276612 = -161770.709965
  nChanged 24
		SP:Iteration 11Q (104715.470000 sec): 3 clusters
  Score: Raw -164232.862260 + Penalty 2448.276612 = -161784.585648
  nChanged 19
		SP:Iteration 12Q (104715.510000 sec): 3 clusters
  Score: Raw -164246.446010 + Penalty 2448.276612 = -161798.169397
  nChanged 18
		SP:Iteration 13Q (104715.550000 sec): 3 clusters
  Score: Raw -164258.445523 + Penalty 2448.276612 = -161810.168910
  nChanged 25
		SP:Iteration 14Q (104715.580000 sec): 3 clusters
  Score: Raw -164271.005451 + Penalty 2448.276612 = -161822.728838
  nChanged 14
		SP:Iteration 15Q (104715.620000 sec): 3 clusters
  Score: Raw -164279.249007 + Penalty 2448.276612 = -161830.972394
  nChanged 14
		SP:Iteration 16Q (104715.650000 sec): 3 clusters
  Score: Raw -164288.076695 + Penalty 2448.276612 = -161839.800083
  nChanged 16
		SP:Iteration 17Q (104715.690000 sec): 3 clusters
  Score: Raw -164301.584950 + Penalty 2448.276612 = -161853.308338
  nChanged 20
		SP:Iteration 18Q (104715.730000 sec): 3 clusters
  Score: Raw -164313.142479 + Penalty 2448.276612 = -161864.865867
  nChanged 13
		SP:Iteration 19Q (104715.760000 sec): 3 clusters
  Score: Raw -164320.372299 + Penalty 2448.276612 = -161872.095687
  nChanged 14
		SP:Iteration 20F (104715.800000 sec): 3 clusters
  Score: Raw -164327.188231 + Penalty 2448.276612 = -161878.911618
  nChanged 9
		SP:Iteration 21Q (104715.830000 sec): 3 clusters
  Score: Raw -164332.594779 + Penalty 2448.276612 = -161884.318166
  nChanged 9
		SP:Iteration 22Q (104715.870000 sec): 3 clusters
  Score: Raw -164338.867777 + Penalty 2448.276612 = -161890.591164
  nChanged 10
		SP:Iteration 23Q (104715.910000 sec): 3 clusters
  Score: Raw -164345.452052 + Penalty 2448.276612 = -161897.175440
  nChanged 6
		SP:Iteration 24Q (104715.940000 sec): 3 clusters
  Score: Raw -164350.443429 + Penalty 2448.276612 = -161902.166817
  nChanged 8
		SP:Iteration 25Q (104715.980000 sec): 3 clusters
  Score: Raw -164353.799021 + Penalty 2448.276612 = -161905.522409
  nChanged 10
		SP:Iteration 26Q (104716.010000 sec): 3 clusters
  Score: Raw -164358.741031 + Penalty 2448.276612 = -161910.464419
  nChanged 7
		SP:Iteration 27Q (104716.050000 sec): 3 clusters
  Score: Raw -164361.945575 + Penalty 2448.276612 = -161913.668962
  nChanged 6
		SP:Iteration 28Q (104716.090000 sec): 3 clusters
  Score: Raw -164365.539422 + Penalty 2448.276612 = -161917.262809
  nChanged 7
		SP:Iteration 29Q (104716.120000 sec): 3 clusters
  Score: Raw -164369.917803 + Penalty 2448.276612 = -161921.641191
  nChanged 7
		SP:Iteration 30Q (104716.160000 sec): 3 clusters
  Score: Raw -164372.696338 + Penalty 2448.276612 = -161924.419726
  nChanged 6
		SP:Iteration 31Q (104716.190000 sec): 3 clusters
  Score: Raw -164375.952984 + Penalty 2448.276612 = -161927.676371
  nChanged 6
		SP:Iteration 32Q (104716.230000 sec): 3 clusters
  Score: Raw -164379.361522 + Penalty 2448.276612 = -161931.084909
  nChanged 4
		SP:Iteration 33Q (104716.270000 sec): 3 clusters
  Score: Raw -164380.934741 + Penalty 2448.276612 = -161932.658129
  nChanged 5
		SP:Iteration 34Q (104716.310000 sec): 3 clusters
  Score: Raw -164384.886942 + Penalty 2448.276612 = -161936.610330
  nChanged 6
		SP:Iteration 35Q (104716.340000 sec): 3 clusters
  Score: Raw -164387.812284 + Penalty 2448.276612 = -161939.535672
  nChanged 2
		SP:Iteration 36Q (104716.380000 sec): 3 clusters
  Score: Raw -164388.877501 + Penalty 2448.276612 = -161940.600889
  nChanged 0
		SP:Iteration 37F (104716.410000 sec): 3 clusters
  Score: Raw -164388.877501 + Penalty 2448.276612 = -161940.600889
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 103 (481 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (104716.450000 sec): 2 clusters
  Score: Raw -42794.463901 + Penalty 1003.578431 = -41790.885469
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (104716.460000 sec): 3 clusters
  Score: Raw -42723.180963 + Penalty 2007.156863 = -40716.024100
  nChanged 106
		SP:Iteration 1F (104716.470000 sec): 3 clusters
  Score: Raw -42883.896826 + Penalty 2007.156863 = -40876.739963
  nChanged 39
		SP:Iteration 2F (104716.480000 sec): 3 clusters
  Score: Raw -43082.861925 + Penalty 2007.156863 = -41075.705063
  nChanged 26
		SP:Iteration 3F (104716.490000 sec): 3 clusters
  Score: Raw -43259.896693 + Penalty 2007.156863 = -41252.739831
  nChanged 28
		SP:Iteration 4F (104716.500000 sec): 3 clusters
  Score: Raw -43339.508939 + Penalty 2007.156863 = -41332.352076
  nChanged 24
		SP:Iteration 5Q (104716.510000 sec): 3 clusters
  Score: Raw -43395.620017 + Penalty 2007.156863 = -41388.463154
  nChanged 17
		SP:Iteration 6Q (104716.520000 sec): 3 clusters
  Score: Raw -43430.011093 + Penalty 2007.156863 = -41422.854230
  nChanged 9
		SP:Iteration 7Q (104716.530000 sec): 3 clusters
  Score: Raw -43446.745703 + Penalty 2007.156863 = -41439.588840
  nChanged 5
		SP:Iteration 8Q (104716.540000 sec): 3 clusters
  Score: Raw -43456.358750 + Penalty 2007.156863 = -41449.201887
  nChanged 6
		SP:Iteration 9Q (104716.550000 sec): 3 clusters
  Score: Raw -43468.828902 + Penalty 2007.156863 = -41461.672039
  nChanged 4
		SP:Iteration 10Q (104716.560000 sec): 3 clusters
  Score: Raw -43478.097432 + Penalty 2007.156863 = -41470.940569
  nChanged 4
		SP:Iteration 11Q (104716.570000 sec): 3 clusters
  Score: Raw -43487.681644 + Penalty 2007.156863 = -41480.524781
  nChanged 3
		SP:Iteration 12Q (104716.580000 sec): 3 clusters
  Score: Raw -43492.765756 + Penalty 2007.156863 = -41485.608893
  nChanged 2
		SP:Iteration 13Q (104716.590000 sec): 3 clusters
  Score: Raw -43501.582844 + Penalty 2007.156863 = -41494.425981
  nChanged 1
		SP:Iteration 14Q (104716.600000 sec): 3 clusters
  Score: Raw -43502.831306 + Penalty 2007.156863 = -41495.674443
  nChanged 0
		SP:Iteration 15F (104716.610000 sec): 3 clusters
  Score: Raw -43502.831306 + Penalty 2007.156863 = -41495.674443
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 104 (4017 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (104716.690000 sec): 2 clusters
  Score: Raw -347537.880240 + Penalty 1348.472228 = -346189.408012
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (104716.770000 sec): 3 clusters
  Score: Raw -345525.847642 + Penalty 2696.944456 = -342828.903186
  nChanged 1533
		SP:Iteration 1F (104716.850000 sec): 3 clusters
  Score: Raw -346306.213907 + Penalty 2696.944456 = -343609.269451
  nChanged 269
		SP:Iteration 2F (104716.920000 sec): 3 clusters
  Score: Raw -346451.899001 + Penalty 2696.944456 = -343754.954545
  nChanged 205
		SP:Iteration 3F (104717.000000 sec): 3 clusters
  Score: Raw -346553.261373 + Penalty 2696.944456 = -343856.316916
  nChanged 167
		SP:Iteration 4Q (104717.070000 sec): 3 clusters
  Score: Raw -346643.955382 + Penalty 2696.944456 = -343947.010926
  nChanged 153
		SP:Iteration 5Q (104717.150000 sec): 3 clusters
  Score: Raw -346728.436533 + Penalty 2696.944456 = -344031.492077
  nChanged 151
		SP:Iteration 6Q (104717.230000 sec): 3 clusters
  Score: Raw -346817.120781 + Penalty 2696.944456 = -344120.176325
  nChanged 131
		SP:Iteration 7Q (104717.310000 sec): 3 clusters
  Score: Raw -346905.454079 + Penalty 2696.944456 = -344208.509623
  nChanged 144
		SP:Iteration 8Q (104717.380000 sec): 3 clusters
  Score: Raw -347001.296520 + Penalty 2696.944456 = -344304.352064
  nChanged 150
		SP:Iteration 9Q (104717.460000 sec): 3 clusters
  Score: Raw -347100.644993 + Penalty 2696.944456 = -344403.700537
  nChanged 144
		SP:Iteration 10Q (104717.530000 sec): 3 clusters
  Score: Raw -347194.200199 + Penalty 2696.944456 = -344497.255742
  nChanged 120
		SP:Iteration 11Q (104717.610000 sec): 3 clusters
  Score: Raw -347285.745614 + Penalty 2696.944456 = -344588.801158
  nChanged 101
		SP:Iteration 12Q (104717.690000 sec): 3 clusters
  Score: Raw -347371.317902 + Penalty 2696.944456 = -344674.373446
  nChanged 103
		SP:Iteration 13Q (104717.760000 sec): 3 clusters
  Score: Raw -347455.473587 + Penalty 2696.944456 = -344758.529131
  nChanged 70
		SP:Iteration 14Q (104717.830000 sec): 3 clusters
  Score: Raw -347510.954464 + Penalty 2696.944456 = -344814.010008
  nChanged 60
		SP:Iteration 15Q (104717.910000 sec): 3 clusters
  Score: Raw -347565.016381 + Penalty 2696.944456 = -344868.071925
  nChanged 48
		SP:Iteration 16Q (104717.980000 sec): 3 clusters
  Score: Raw -347605.500775 + Penalty 2696.944456 = -344908.556319
  nChanged 39
		SP:Iteration 17Q (104718.050000 sec): 3 clusters
  Score: Raw -347639.077749 + Penalty 2696.944456 = -344942.133292
  nChanged 29
		SP:Iteration 18Q (104718.130000 sec): 3 clusters
  Score: Raw -347668.493654 + Penalty 2696.944456 = -344971.549198
  nChanged 22
		SP:Iteration 19Q (104718.200000 sec): 3 clusters
  Score: Raw -347687.093710 + Penalty 2696.944456 = -344990.149254
  nChanged 16
		SP:Iteration 20F (104718.270000 sec): 3 clusters
  Score: Raw -347699.164612 + Penalty 2696.944456 = -345002.220156
  nChanged 13
		SP:Iteration 21Q (104718.350000 sec): 3 clusters
  Score: Raw -347710.378554 + Penalty 2696.944456 = -345013.434098
  nChanged 7
		SP:Iteration 22Q (104718.420000 sec): 3 clusters
  Score: Raw -347716.723505 + Penalty 2696.944456 = -345019.779049
  nChanged 4
		SP:Iteration 23Q (104718.490000 sec): 3 clusters
  Score: Raw -347718.804049 + Penalty 2696.944456 = -345021.859593
  nChanged 3
		SP:Iteration 24Q (104718.560000 sec): 3 clusters
  Score: Raw -347720.275494 + Penalty 2696.944456 = -345023.331038
  nChanged 3
		SP:Iteration 25Q (104718.630000 sec): 3 clusters
  Score: Raw -347723.587625 + Penalty 2696.944456 = -345026.643169
  nChanged 2
		SP:Iteration 26Q (104718.710000 sec): 3 clusters
  Score: Raw -347725.437148 + Penalty 2696.944456 = -345028.492692
  nChanged 1
		SP:Iteration 27Q (104718.780000 sec): 3 clusters
  Score: Raw -347726.106722 + Penalty 2696.944456 = -345029.162266
  nChanged 0
		SP:Iteration 28F (104718.850000 sec): 3 clusters
  Score: Raw -347726.106722 + Penalty 2696.944456 = -345029.162266
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 105 (870 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (104718.900000 sec): 2 clusters
  Score: Raw -78476.504622 + Penalty 1099.880147 = -77376.624475
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (104718.920000 sec): 3 clusters
  Score: Raw -78206.551922 + Penalty 2199.760294 = -76006.791628
  nChanged 234
		SP:Iteration 1F (104718.940000 sec): 3 clusters
  Score: Raw -78414.593517 + Penalty 2199.760294 = -76214.833223
  nChanged 54
		SP:Iteration 2F (104718.950000 sec): 3 clusters
  Score: Raw -78463.962255 + Penalty 2199.760294 = -76264.201961
  nChanged 25
		SP:Iteration 3Q (104718.970000 sec): 3 clusters
  Score: Raw -78483.690406 + Penalty 2199.760294 = -76283.930112
  nChanged 16
		SP:Iteration 4Q (104718.990000 sec): 3 clusters
  Score: Raw -78499.017764 + Penalty 2199.760294 = -76299.257471
  nChanged 11
		SP:Iteration 5Q (104719.010000 sec): 3 clusters
  Score: Raw -78510.433948 + Penalty 2199.760294 = -76310.673654
  nChanged 4
		SP:Iteration 6Q (104719.030000 sec): 3 clusters
  Score: Raw -78516.578381 + Penalty 2199.760294 = -76316.818088
  nChanged 5
		SP:Iteration 7Q (104719.040000 sec): 3 clusters
  Score: Raw -78520.413952 + Penalty 2199.760294 = -76320.653658
  nChanged 4
		SP:Iteration 8Q (104719.060000 sec): 3 clusters
  Score: Raw -78524.496331 + Penalty 2199.760294 = -76324.736038
  nChanged 2
		SP:Iteration 9Q (104719.080000 sec): 3 clusters
  Score: Raw -78527.382418 + Penalty 2199.760294 = -76327.622125
  nChanged 4
		SP:Iteration 10Q (104719.090000 sec): 3 clusters
  Score: Raw -78530.148987 + Penalty 2199.760294 = -76330.388693
  nChanged 0
		SP:Iteration 11F (104719.110000 sec): 3 clusters
  Score: Raw -78530.148987 + Penalty 2199.760294 = -76330.388693
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 106 (1847 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (104719.170000 sec): 2 clusters
  Score: Raw -158466.845126 + Penalty 1222.214172 = -157244.630954
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (104719.210000 sec): 3 clusters
  Score: Raw -157710.905848 + Penalty 2444.428344 = -155266.477505
  nChanged 631
		SP:Iteration 1F (104719.250000 sec): 3 clusters
  Score: Raw -158174.199309 + Penalty 2444.428344 = -155729.770965
  nChanged 120
		SP:Iteration 2F (104719.280000 sec): 3 clusters
  Score: Raw -158269.185530 + Penalty 2444.428344 = -155824.757186
  nChanged 84
		SP:Iteration 3Q (104719.310000 sec): 3 clusters
  Score: Raw -158331.119465 + Penalty 2444.428344 = -155886.691121
  nChanged 55
		SP:Iteration 4Q (104719.350000 sec): 3 clusters
  Score: Raw -158367.875470 + Penalty 2444.428344 = -155923.447127
  nChanged 44
		SP:Iteration 5Q (104719.390000 sec): 3 clusters
  Score: Raw -158392.129765 + Penalty 2444.428344 = -155947.701421
  nChanged 27
		SP:Iteration 6Q (104719.420000 sec): 3 clusters
  Score: Raw -158414.296614 + Penalty 2444.428344 = -155969.868270
  nChanged 39
		SP:Iteration 7Q (104719.460000 sec): 3 clusters
  Score: Raw -158440.486430 + Penalty 2444.428344 = -155996.058086
  nChanged 28
		SP:Iteration 8Q (104719.490000 sec): 3 clusters
  Score: Raw -158456.782855 + Penalty 2444.428344 = -156012.354511
  nChanged 18
		SP:Iteration 9Q (104719.530000 sec): 3 clusters
  Score: Raw -158467.149145 + Penalty 2444.428344 = -156022.720802
  nChanged 18
		SP:Iteration 10Q (104719.570000 sec): 3 clusters
  Score: Raw -158476.603847 + Penalty 2444.428344 = -156032.175503
  nChanged 13
		SP:Iteration 11Q (104719.600000 sec): 3 clusters
  Score: Raw -158483.057466 + Penalty 2444.428344 = -156038.629123
  nChanged 8
		SP:Iteration 12Q (104719.630000 sec): 3 clusters
  Score: Raw -158489.399924 + Penalty 2444.428344 = -156044.971580
  nChanged 7
		SP:Iteration 13Q (104719.670000 sec): 3 clusters
  Score: Raw -158492.962083 + Penalty 2444.428344 = -156048.533740
  nChanged 10
		SP:Iteration 14Q (104719.710000 sec): 3 clusters
  Score: Raw -158497.995510 + Penalty 2444.428344 = -156053.567166
  nChanged 11
		SP:Iteration 15Q (104719.750000 sec): 3 clusters
  Score: Raw -158503.120492 + Penalty 2444.428344 = -156058.692149
  nChanged 8
		SP:Iteration 16Q (104719.780000 sec): 3 clusters
  Score: Raw -158507.679521 + Penalty 2444.428344 = -156063.251178
  nChanged 12
		SP:Iteration 17Q (104719.820000 sec): 3 clusters
  Score: Raw -158514.294288 + Penalty 2444.428344 = -156069.865945
  nChanged 7
		SP:Iteration 18Q (104719.850000 sec): 3 clusters
  Score: Raw -158517.613278 + Penalty 2444.428344 = -156073.184934
  nChanged 7
		SP:Iteration 19Q (104719.890000 sec): 3 clusters
  Score: Raw -158519.557017 + Penalty 2444.428344 = -156075.128673
  nChanged 7
		SP:Iteration 20F (104719.920000 sec): 3 clusters
  Score: Raw -158522.411485 + Penalty 2444.428344 = -156077.983141
  nChanged 2
		SP:Iteration 21Q (104719.960000 sec): 3 clusters
  Score: Raw -158523.037936 + Penalty 2444.428344 = -156078.609592
  nChanged 4
		SP:Iteration 22Q (104719.990000 sec): 3 clusters
  Score: Raw -158525.309754 + Penalty 2444.428344 = -156080.881411
  nChanged 4
		SP:Iteration 23Q (104720.030000 sec): 3 clusters
  Score: Raw -158527.659601 + Penalty 2444.428344 = -156083.231258
  nChanged 6
		SP:Iteration 24Q (104720.070000 sec): 3 clusters
  Score: Raw -158531.105040 + Penalty 2444.428344 = -156086.676697
  nChanged 5
		SP:Iteration 25Q (104720.100000 sec): 3 clusters
  Score: Raw -158533.928063 + Penalty 2444.428344 = -156089.499719
  nChanged 6
		SP:Iteration 26Q (104720.130000 sec): 3 clusters
  Score: Raw -158536.604186 + Penalty 2444.428344 = -156092.175842
  nChanged 6
		SP:Iteration 27Q (104720.170000 sec): 3 clusters
  Score: Raw -158539.649034 + Penalty 2444.428344 = -156095.220690
  nChanged 4
		SP:Iteration 28Q (104720.210000 sec): 3 clusters
  Score: Raw -158542.196533 + Penalty 2444.428344 = -156097.768190
  nChanged 8
		SP:Iteration 29Q (104720.240000 sec): 3 clusters
  Score: Raw -158547.919109 + Penalty 2444.428344 = -156103.490765
  nChanged 8
		SP:Iteration 30Q (104720.280000 sec): 3 clusters
  Score: Raw -158551.627137 + Penalty 2444.428344 = -156107.198793
  nChanged 4
		SP:Iteration 31Q (104720.310000 sec): 3 clusters
  Score: Raw -158553.815605 + Penalty 2444.428344 = -156109.387262
  nChanged 6
		SP:Iteration 32Q (104720.350000 sec): 3 clusters
  Score: Raw -158555.993322 + Penalty 2444.428344 = -156111.564978
  nChanged 6
		SP:Iteration 33Q (104720.380000 sec): 3 clusters
  Score: Raw -158557.923310 + Penalty 2444.428344 = -156113.494967
  nChanged 2
		SP:Iteration 34Q (104720.420000 sec): 3 clusters
  Score: Raw -158559.298821 + Penalty 2444.428344 = -156114.870478
  nChanged 2
		SP:Iteration 35Q (104720.450000 sec): 3 clusters
  Score: Raw -158559.896430 + Penalty 2444.428344 = -156115.468086
  nChanged 2
		SP:Iteration 36Q (104720.490000 sec): 3 clusters
  Score: Raw -158561.115379 + Penalty 2444.428344 = -156116.687036
  nChanged 1
		SP:Iteration 37Q (104720.520000 sec): 3 clusters
  Score: Raw -158561.308756 + Penalty 2444.428344 = -156116.880412
  nChanged 0
		SP:Iteration 38F (104720.550000 sec): 3 clusters
  Score: Raw -158561.308756 + Penalty 2444.428344 = -156116.880412
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 107 (2081 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (104720.620000 sec): 2 clusters
  Score: Raw -172809.684843 + Penalty 1241.598122 = -171568.086722
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (104720.660000 sec): 3 clusters
  Score: Raw -171909.962379 + Penalty 2483.196244 = -169426.766136
  nChanged 738
		SP:Iteration 1F (104720.700000 sec): 3 clusters
  Score: Raw -172432.740445 + Penalty 2483.196244 = -169949.544202
  nChanged 194
		SP:Iteration 2F (104720.740000 sec): 3 clusters
  Score: Raw -172593.455289 + Penalty 2483.196244 = -170110.259045
  nChanged 117
		SP:Iteration 3F (104720.770000 sec): 3 clusters
  Score: Raw -172693.936798 + Penalty 2483.196244 = -170210.740555
  nChanged 78
		SP:Iteration 4Q (104720.810000 sec): 3 clusters
  Score: Raw -172759.618063 + Penalty 2483.196244 = -170276.421819
  nChanged 70
		SP:Iteration 5Q (104720.850000 sec): 3 clusters
  Score: Raw -172812.928985 + Penalty 2483.196244 = -170329.732742
  nChanged 63
		SP:Iteration 6Q (104720.890000 sec): 3 clusters
  Score: Raw -172867.895783 + Penalty 2483.196244 = -170384.699539
  nChanged 61
		SP:Iteration 7Q (104720.930000 sec): 3 clusters
  Score: Raw -172905.431741 + Penalty 2483.196244 = -170422.235498
  nChanged 39
		SP:Iteration 8Q (104720.970000 sec): 3 clusters
  Score: Raw -172943.138727 + Penalty 2483.196244 = -170459.942483
  nChanged 42
		SP:Iteration 9Q (104721.010000 sec): 3 clusters
  Score: Raw -172973.423688 + Penalty 2483.196244 = -170490.227445
  nChanged 44
		SP:Iteration 10Q (104721.050000 sec): 3 clusters
  Score: Raw -173016.924103 + Penalty 2483.196244 = -170533.727859
  nChanged 48
		SP:Iteration 11Q (104721.090000 sec): 3 clusters
  Score: Raw -173053.368430 + Penalty 2483.196244 = -170570.172186
  nChanged 31
		SP:Iteration 12Q (104721.130000 sec): 3 clusters
  Score: Raw -173071.731775 + Penalty 2483.196244 = -170588.535532
  nChanged 25
		SP:Iteration 13Q (104721.170000 sec): 3 clusters
  Score: Raw -173085.459365 + Penalty 2483.196244 = -170602.263121
  nChanged 19
		SP:Iteration 14Q (104721.200000 sec): 3 clusters
  Score: Raw -173093.639244 + Penalty 2483.196244 = -170610.443001
  nChanged 10
		SP:Iteration 15Q (104721.240000 sec): 3 clusters
  Score: Raw -173097.945879 + Penalty 2483.196244 = -170614.749635
  nChanged 9
		SP:Iteration 16Q (104721.280000 sec): 3 clusters
  Score: Raw -173102.957824 + Penalty 2483.196244 = -170619.761580
  nChanged 10
		SP:Iteration 17Q (104721.320000 sec): 3 clusters
  Score: Raw -173112.106969 + Penalty 2483.196244 = -170628.910726
  nChanged 13
		SP:Iteration 18Q (104721.360000 sec): 3 clusters
  Score: Raw -173120.677341 + Penalty 2483.196244 = -170637.481098
  nChanged 15
		SP:Iteration 19Q (104721.400000 sec): 3 clusters
  Score: Raw -173128.726047 + Penalty 2483.196244 = -170645.529803
  nChanged 12
		SP:Iteration 20F (104721.440000 sec): 3 clusters
  Score: Raw -173134.337502 + Penalty 2483.196244 = -170651.141258
  nChanged 10
		SP:Iteration 21Q (104721.470000 sec): 3 clusters
  Score: Raw -173137.756050 + Penalty 2483.196244 = -170654.559806
  nChanged 5
		SP:Iteration 22Q (104721.510000 sec): 3 clusters
  Score: Raw -173140.093855 + Penalty 2483.196244 = -170656.897611
  nChanged 4
		SP:Iteration 23Q (104721.550000 sec): 3 clusters
  Score: Raw -173142.056229 + Penalty 2483.196244 = -170658.859985
  nChanged 2
		SP:Iteration 24Q (104721.590000 sec): 3 clusters
  Score: Raw -173145.460766 + Penalty 2483.196244 = -170662.264523
  nChanged 7
		SP:Iteration 25Q (104721.630000 sec): 3 clusters
  Score: Raw -173149.897876 + Penalty 2483.196244 = -170666.701632
  nChanged 7
		SP:Iteration 26Q (104721.670000 sec): 3 clusters
  Score: Raw -173154.103306 + Penalty 2483.196244 = -170670.907063
  nChanged 2
		SP:Iteration 27Q (104721.710000 sec): 3 clusters
  Score: Raw -173155.653758 + Penalty 2483.196244 = -170672.457514
  nChanged 5
		SP:Iteration 28Q (104721.750000 sec): 3 clusters
  Score: Raw -173159.046073 + Penalty 2483.196244 = -170675.849830
  nChanged 1
		SP:Iteration 29Q (104721.790000 sec): 3 clusters
  Score: Raw -173159.198319 + Penalty 2483.196244 = -170676.002075
  nChanged 0
		SP:Iteration 30F (104721.820000 sec): 3 clusters
  Score: Raw -173159.198319 + Penalty 2483.196244 = -170676.002075
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 108 (5252 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (104721.900000 sec): 2 clusters
  Score: Raw -451569.380272 + Penalty 1392.034188 = -450177.346084
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (104722.000000 sec): 3 clusters
  Score: Raw -448802.732820 + Penalty 2784.068377 = -446018.664443
  nChanged 2170
		SP:Iteration 1F (104722.090000 sec): 3 clusters
  Score: Raw -450019.851588 + Penalty 2784.068377 = -447235.783212
  nChanged 443
		SP:Iteration 2F (104722.190000 sec): 3 clusters
  Score: Raw -450350.128641 + Penalty 2784.068377 = -447566.060265
  nChanged 377
		SP:Iteration 3F (104722.290000 sec): 3 clusters
  Score: Raw -450617.603524 + Penalty 2784.068377 = -447833.535148
  nChanged 338
		SP:Iteration 4F (104722.380000 sec): 3 clusters
  Score: Raw -450861.208382 + Penalty 2784.068377 = -448077.140006
  nChanged 301
		SP:Iteration 5F (104722.470000 sec): 3 clusters
  Score: Raw -451067.636814 + Penalty 2784.068377 = -448283.568438
  nChanged 277
		SP:Iteration 6F (104722.570000 sec): 3 clusters
  Score: Raw -451241.683743 + Penalty 2784.068377 = -448457.615367
  nChanged 200
		SP:Iteration 7Q (104722.670000 sec): 3 clusters
  Score: Raw -451362.210737 + Penalty 2784.068377 = -448578.142361
  nChanged 179
		SP:Iteration 8Q (104722.760000 sec): 3 clusters
  Score: Raw -451471.204951 + Penalty 2784.068377 = -448687.136575
  nChanged 156
		SP:Iteration 9Q (104722.860000 sec): 3 clusters
  Score: Raw -451553.303060 + Penalty 2784.068377 = -448769.234684
  nChanged 130
		SP:Iteration 10Q (104722.960000 sec): 3 clusters
  Score: Raw -451616.393901 + Penalty 2784.068377 = -448832.325524
  nChanged 91
		SP:Iteration 11Q (104723.050000 sec): 3 clusters
  Score: Raw -451654.769882 + Penalty 2784.068377 = -448870.701505
  nChanged 76
		SP:Iteration 12Q (104723.160000 sec): 3 clusters
  Score: Raw -451683.936856 + Penalty 2784.068377 = -448899.868479
  nChanged 57
		SP:Iteration 13Q (104723.250000 sec): 3 clusters
  Score: Raw -451703.226768 + Penalty 2784.068377 = -448919.158391
  nChanged 41
		SP:Iteration 14Q (104723.350000 sec): 3 clusters
  Score: Raw -451716.251544 + Penalty 2784.068377 = -448932.183168
  nChanged 36
		SP:Iteration 15Q (104723.450000 sec): 3 clusters
  Score: Raw -451727.201797 + Penalty 2784.068377 = -448943.133420
  nChanged 35
		SP:Iteration 16Q (104723.540000 sec): 3 clusters
  Score: Raw -451740.515319 + Penalty 2784.068377 = -448956.446942
  nChanged 27
		SP:Iteration 17Q (104723.640000 sec): 3 clusters
  Score: Raw -451749.885373 + Penalty 2784.068377 = -448965.816996
  nChanged 26
		SP:Iteration 18Q (104723.740000 sec): 3 clusters
  Score: Raw -451758.177230 + Penalty 2784.068377 = -448974.108853
  nChanged 22
		SP:Iteration 19Q (104723.840000 sec): 3 clusters
  Score: Raw -451765.973294 + Penalty 2784.068377 = -448981.904917
  nChanged 16
		SP:Iteration 20F (104723.930000 sec): 3 clusters
  Score: Raw -451772.702101 + Penalty 2784.068377 = -448988.633725
  nChanged 23
		SP:Iteration 21Q (104724.030000 sec): 3 clusters
  Score: Raw -451781.949467 + Penalty 2784.068377 = -448997.881091
  nChanged 19
		SP:Iteration 22Q (104724.120000 sec): 3 clusters
  Score: Raw -451787.332223 + Penalty 2784.068377 = -449003.263847
  nChanged 13
		SP:Iteration 23Q (104724.220000 sec): 3 clusters
  Score: Raw -451791.206083 + Penalty 2784.068377 = -449007.137707
  nChanged 9
		SP:Iteration 24Q (104724.320000 sec): 3 clusters
  Score: Raw -451793.463220 + Penalty 2784.068377 = -449009.394844
  nChanged 14
		SP:Iteration 25Q (104724.420000 sec): 3 clusters
  Score: Raw -451796.886875 + Penalty 2784.068377 = -449012.818499
  nChanged 13
		SP:Iteration 26Q (104724.510000 sec): 3 clusters
  Score: Raw -451801.467697 + Penalty 2784.068377 = -449017.399320
  nChanged 12
		SP:Iteration 27Q (104724.610000 sec): 3 clusters
  Score: Raw -451804.616784 + Penalty 2784.068377 = -449020.548407
  nChanged 9
		SP:Iteration 28Q (104724.710000 sec): 3 clusters
  Score: Raw -451806.648225 + Penalty 2784.068377 = -449022.579849
  nChanged 9
		SP:Iteration 29Q (104724.800000 sec): 3 clusters
  Score: Raw -451809.131794 + Penalty 2784.068377 = -449025.063417
  nChanged 8
		SP:Iteration 30Q (104724.900000 sec): 3 clusters
  Score: Raw -451811.628950 + Penalty 2784.068377 = -449027.560574
  nChanged 3
		SP:Iteration 31Q (104725.000000 sec): 3 clusters
  Score: Raw -451812.411298 + Penalty 2784.068377 = -449028.342922
  nChanged 4
		SP:Iteration 32Q (104725.100000 sec): 3 clusters
  Score: Raw -451813.632657 + Penalty 2784.068377 = -449029.564280
  nChanged 7
		SP:Iteration 33Q (104725.200000 sec): 3 clusters
  Score: Raw -451815.207365 + Penalty 2784.068377 = -449031.138989
  nChanged 4
		SP:Iteration 34Q (104725.290000 sec): 3 clusters
  Score: Raw -451816.169221 + Penalty 2784.068377 = -449032.100844
  nChanged 7
		SP:Iteration 35Q (104725.390000 sec): 3 clusters
  Score: Raw -451818.107458 + Penalty 2784.068377 = -449034.039081
  nChanged 3
		SP:Iteration 36Q (104725.480000 sec): 3 clusters
  Score: Raw -451818.720803 + Penalty 2784.068377 = -449034.652426
  nChanged 2
		SP:Iteration 37Q (104725.580000 sec): 3 clusters
  Score: Raw -451819.092577 + Penalty 2784.068377 = -449035.024200
  nChanged 1
		SP:Iteration 38Q (104725.680000 sec): 3 clusters
  Score: Raw -451819.723545 + Penalty 2784.068377 = -449035.655169
  nChanged 2
		SP:Iteration 39Q (104725.780000 sec): 3 clusters
  Score: Raw -451820.001926 + Penalty 2784.068377 = -449035.933549
  nChanged 1
		SP:Iteration 40F (104725.870000 sec): 3 clusters
  Score: Raw -451820.272418 + Penalty 2784.068377 = -449036.204041
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 109 (9073 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (104725.980000 sec): 2 clusters
  Score: Raw -873990.943842 + Penalty 1480.871965 = -872510.071876
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (104726.120000 sec): 3 clusters
  Score: Raw -868871.018512 + Penalty 2961.743931 = -865909.274581
  nChanged 3854
		SP:Iteration 1F (104726.260000 sec): 3 clusters
  Score: Raw -870852.518164 + Penalty 2961.743931 = -867890.774233
  nChanged 545
		SP:Iteration 2F (104726.410000 sec): 3 clusters
  Score: Raw -871108.438483 + Penalty 2961.743931 = -868146.694552
  nChanged 496
		SP:Iteration 3F (104726.550000 sec): 3 clusters
  Score: Raw -871346.961339 + Penalty 2961.743931 = -868385.217408
  nChanged 437
		SP:Iteration 4Q (104726.680000 sec): 3 clusters
  Score: Raw -871553.152687 + Penalty 2961.743931 = -868591.408756
  nChanged 405
		SP:Iteration 5Q (104726.830000 sec): 3 clusters
  Score: Raw -871760.701978 + Penalty 2961.743931 = -868798.958047
  nChanged 369
		SP:Iteration 6Q (104726.980000 sec): 3 clusters
  Score: Raw -871955.408868 + Penalty 2961.743931 = -868993.664937
  nChanged 383
		SP:Iteration 7Q (104727.130000 sec): 3 clusters
  Score: Raw -872155.661409 + Penalty 2961.743931 = -869193.917478
  nChanged 415
		SP:Iteration 8Q (104727.270000 sec): 3 clusters
  Score: Raw -872405.873169 + Penalty 2961.743931 = -869444.129238
  nChanged 460
		SP:Iteration 9F (104727.400000 sec): 3 clusters
  Score: Raw -872711.077320 + Penalty 2961.743931 = -869749.333389
  nChanged 449
		SP:Iteration 10Q (104727.550000 sec): 3 clusters
  Score: Raw -873047.806257 + Penalty 2961.743931 = -870086.062326
  nChanged 429
		SP:Iteration 11Q (104727.700000 sec): 3 clusters
  Score: Raw -873352.867888 + Penalty 2961.743931 = -870391.123957
  nChanged 309
		SP:Iteration 12Q (104727.840000 sec): 3 clusters
  Score: Raw -873575.429755 + Penalty 2961.743931 = -870613.685824
  nChanged 243
		SP:Iteration 13Q (104727.990000 sec): 3 clusters
  Score: Raw -873746.140945 + Penalty 2961.743931 = -870784.397014
  nChanged 160
		SP:Iteration 14Q (104728.120000 sec): 3 clusters
  Score: Raw -873854.923712 + Penalty 2961.743931 = -870893.179781
  nChanged 113
		SP:Iteration 15Q (104728.260000 sec): 3 clusters
  Score: Raw -873937.570354 + Penalty 2961.743931 = -870975.826423
  nChanged 85
		SP:Iteration 16Q (104728.400000 sec): 3 clusters
  Score: Raw -874004.931640 + Penalty 2961.743931 = -871043.187709
  nChanged 53
		SP:Iteration 17Q (104728.540000 sec): 3 clusters
  Score: Raw -874042.723708 + Penalty 2961.743931 = -871080.979777
  nChanged 29
		SP:Iteration 18Q (104728.680000 sec): 3 clusters
  Score: Raw -874066.388737 + Penalty 2961.743931 = -871104.644806
  nChanged 21
		SP:Iteration 19Q (104728.820000 sec): 3 clusters
  Score: Raw -874084.970465 + Penalty 2961.743931 = -871123.226534
  nChanged 17
		SP:Iteration 20F (104728.950000 sec): 3 clusters
  Score: Raw -874101.185175 + Penalty 2961.743931 = -871139.441244
  nChanged 21
		SP:Iteration 21Q (104729.090000 sec): 3 clusters
  Score: Raw -874121.971857 + Penalty 2961.743931 = -871160.227926
  nChanged 16
		SP:Iteration 22Q (104729.220000 sec): 3 clusters
  Score: Raw -874137.061745 + Penalty 2961.743931 = -871175.317814
  nChanged 12
		SP:Iteration 23Q (104729.360000 sec): 3 clusters
  Score: Raw -874149.285670 + Penalty 2961.743931 = -871187.541739
  nChanged 12
		SP:Iteration 24Q (104729.500000 sec): 3 clusters
  Score: Raw -874159.468364 + Penalty 2961.743931 = -871197.724433
  nChanged 8
		SP:Iteration 25Q (104729.630000 sec): 3 clusters
  Score: Raw -874168.531746 + Penalty 2961.743931 = -871206.787815
  nChanged 5
		SP:Iteration 26Q (104729.770000 sec): 3 clusters
  Score: Raw -874172.235259 + Penalty 2961.743931 = -871210.491328
  nChanged 3
		SP:Iteration 27Q (104729.900000 sec): 3 clusters
  Score: Raw -874174.497886 + Penalty 2961.743931 = -871212.753955
  nChanged 4
		SP:Iteration 28Q (104730.020000 sec): 3 clusters
  Score: Raw -874177.546874 + Penalty 2961.743931 = -871215.802943
  nChanged 0
		SP:Iteration 29F (104730.160000 sec): 3 clusters
  Score: Raw -874177.546874 + Penalty 2961.743931 = -871215.802943
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 110 (2856 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (104730.240000 sec): 2 clusters
  Score: Raw -240981.868636 + Penalty 1293.041315 = -239688.827321
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (104730.300000 sec): 3 clusters
  Score: Raw -239673.655610 + Penalty 2586.082630 = -237087.572980
  nChanged 1069
		SP:Iteration 1F (104730.360000 sec): 3 clusters
  Score: Raw -240299.443937 + Penalty 2586.082630 = -237713.361307
  nChanged 215
		SP:Iteration 2F (104730.410000 sec): 3 clusters
  Score: Raw -240429.754642 + Penalty 2586.082630 = -237843.672012
  nChanged 143
		SP:Iteration 3F (104730.460000 sec): 3 clusters
  Score: Raw -240515.023406 + Penalty 2586.082630 = -237928.940776
  nChanged 111
		SP:Iteration 4Q (104730.520000 sec): 3 clusters
  Score: Raw -240594.604851 + Penalty 2586.082630 = -238008.522221
  nChanged 91
		SP:Iteration 5Q (104730.570000 sec): 3 clusters
  Score: Raw -240654.729660 + Penalty 2586.082630 = -238068.647030
  nChanged 85
		SP:Iteration 6Q (104730.630000 sec): 3 clusters
  Score: Raw -240715.225418 + Penalty 2586.082630 = -238129.142788
  nChanged 86
		SP:Iteration 7Q (104730.680000 sec): 3 clusters
  Score: Raw -240789.031098 + Penalty 2586.082630 = -238202.948468
  nChanged 87
		SP:Iteration 8Q (104730.740000 sec): 3 clusters
  Score: Raw -240846.054488 + Penalty 2586.082630 = -238259.971858
  nChanged 69
		SP:Iteration 9Q (104730.790000 sec): 3 clusters
  Score: Raw -240889.819136 + Penalty 2586.082630 = -238303.736505
  nChanged 64
		SP:Iteration 10Q (104730.850000 sec): 3 clusters
  Score: Raw -240937.587984 + Penalty 2586.082630 = -238351.505354
  nChanged 68
		SP:Iteration 11Q (104730.900000 sec): 3 clusters
  Score: Raw -240991.902325 + Penalty 2586.082630 = -238405.819695
  nChanged 76
		SP:Iteration 12Q (104730.960000 sec): 3 clusters
  Score: Raw -241050.219538 + Penalty 2586.082630 = -238464.136908
  nChanged 63
		SP:Iteration 13Q (104731.010000 sec): 3 clusters
  Score: Raw -241088.658927 + Penalty 2586.082630 = -238502.576297
  nChanged 55
		SP:Iteration 14Q (104731.060000 sec): 3 clusters
  Score: Raw -241126.184204 + Penalty 2586.082630 = -238540.101574
  nChanged 54
		SP:Iteration 15Q (104731.120000 sec): 3 clusters
  Score: Raw -241162.016046 + Penalty 2586.082630 = -238575.933416
  nChanged 53
		SP:Iteration 16Q (104731.170000 sec): 3 clusters
  Score: Raw -241191.935794 + Penalty 2586.082630 = -238605.853163
  nChanged 39
		SP:Iteration 17Q (104731.230000 sec): 3 clusters
  Score: Raw -241212.826346 + Penalty 2586.082630 = -238626.743716
  nChanged 36
		SP:Iteration 18Q (104731.280000 sec): 3 clusters
  Score: Raw -241232.486625 + Penalty 2586.082630 = -238646.403995
  nChanged 34
		SP:Iteration 19Q (104731.340000 sec): 3 clusters
  Score: Raw -241251.858250 + Penalty 2586.082630 = -238665.775620
  nChanged 37
		SP:Iteration 20F (104731.390000 sec): 3 clusters
  Score: Raw -241275.063513 + Penalty 2586.082630 = -238688.980883
  nChanged 43
		SP:Iteration 21Q (104731.440000 sec): 3 clusters
  Score: Raw -241308.892766 + Penalty 2586.082630 = -238722.810136
  nChanged 48
		SP:Iteration 22Q (104731.500000 sec): 3 clusters
  Score: Raw -241335.930412 + Penalty 2586.082630 = -238749.847782
  nChanged 26
		SP:Iteration 23Q (104731.550000 sec): 3 clusters
  Score: Raw -241351.027394 + Penalty 2586.082630 = -238764.944763
  nChanged 26
		SP:Iteration 24Q (104731.600000 sec): 3 clusters
  Score: Raw -241363.910373 + Penalty 2586.082630 = -238777.827743
  nChanged 18
		SP:Iteration 25Q (104731.660000 sec): 3 clusters
  Score: Raw -241371.493200 + Penalty 2586.082630 = -238785.410570
  nChanged 12
		SP:Iteration 26Q (104731.710000 sec): 3 clusters
  Score: Raw -241374.747325 + Penalty 2586.082630 = -238788.664695
  nChanged 6
		SP:Iteration 27Q (104731.760000 sec): 3 clusters
  Score: Raw -241376.500636 + Penalty 2586.082630 = -238790.418006
  nChanged 4
		SP:Iteration 28Q (104731.810000 sec): 3 clusters
  Score: Raw -241377.450786 + Penalty 2586.082630 = -238791.368156
  nChanged 4
		SP:Iteration 29Q (104731.870000 sec): 3 clusters
  Score: Raw -241378.404592 + Penalty 2586.082630 = -238792.321962
  nChanged 5
		SP:Iteration 30Q (104731.920000 sec): 3 clusters
  Score: Raw -241379.349465 + Penalty 2586.082630 = -238793.266835
  nChanged 2
		SP:Iteration 31Q (104731.970000 sec): 3 clusters
  Score: Raw -241379.782568 + Penalty 2586.082630 = -238793.699938
  nChanged 1
		SP:Iteration 32Q (104732.020000 sec): 3 clusters
  Score: Raw -241379.944647 + Penalty 2586.082630 = -238793.862016
  nChanged 0
		SP:Iteration 33F (104732.080000 sec): 3 clusters
  Score: Raw -241379.944647 + Penalty 2586.082630 = -238793.862016
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 111 (2216 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (104732.140000 sec): 2 clusters
  Score: Raw -189526.510902 + Penalty 1251.812095 = -188274.698807
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (104732.180000 sec): 3 clusters
  Score: Raw -188566.414514 + Penalty 2503.624191 = -186062.790324
  nChanged 792
		SP:Iteration 1F (104732.230000 sec): 3 clusters
  Score: Raw -189079.522470 + Penalty 2503.624191 = -186575.898279
  nChanged 166
		SP:Iteration 2F (104732.270000 sec): 3 clusters
  Score: Raw -189189.810027 + Penalty 2503.624191 = -186686.185836
  nChanged 87
		SP:Iteration 3Q (104732.310000 sec): 3 clusters
  Score: Raw -189242.398396 + Penalty 2503.624191 = -186738.774205
  nChanged 64
		SP:Iteration 4Q (104732.360000 sec): 3 clusters
  Score: Raw -189278.562653 + Penalty 2503.624191 = -186774.938462
  nChanged 43
		SP:Iteration 5Q (104732.400000 sec): 3 clusters
  Score: Raw -189303.271096 + Penalty 2503.624191 = -186799.646905
  nChanged 31
		SP:Iteration 6Q (104732.440000 sec): 3 clusters
  Score: Raw -189317.769213 + Penalty 2503.624191 = -186814.145022
  nChanged 28
		SP:Iteration 7Q (104732.480000 sec): 3 clusters
  Score: Raw -189332.302106 + Penalty 2503.624191 = -186828.677916
  nChanged 22
		SP:Iteration 8Q (104732.530000 sec): 3 clusters
  Score: Raw -189342.467328 + Penalty 2503.624191 = -186838.843138
  nChanged 17
		SP:Iteration 9Q (104732.570000 sec): 3 clusters
  Score: Raw -189349.059638 + Penalty 2503.624191 = -186845.435447
  nChanged 14
		SP:Iteration 10Q (104732.610000 sec): 3 clusters
  Score: Raw -189354.431629 + Penalty 2503.624191 = -186850.807438
  nChanged 9
		SP:Iteration 11Q (104732.660000 sec): 3 clusters
  Score: Raw -189357.645746 + Penalty 2503.624191 = -186854.021556
  nChanged 8
		SP:Iteration 12Q (104732.700000 sec): 3 clusters
  Score: Raw -189362.700530 + Penalty 2503.624191 = -186859.076339
  nChanged 7
		SP:Iteration 13Q (104732.740000 sec): 3 clusters
  Score: Raw -189365.684378 + Penalty 2503.624191 = -186862.060188
  nChanged 16
		SP:Iteration 14Q (104732.780000 sec): 3 clusters
  Score: Raw -189373.342946 + Penalty 2503.624191 = -186869.718755
  nChanged 15
		SP:Iteration 15Q (104732.830000 sec): 3 clusters
  Score: Raw -189378.721984 + Penalty 2503.624191 = -186875.097794
  nChanged 13
		SP:Iteration 16Q (104732.870000 sec): 3 clusters
  Score: Raw -189384.342431 + Penalty 2503.624191 = -186880.718240
  nChanged 12
		SP:Iteration 17Q (104732.910000 sec): 3 clusters
  Score: Raw -189390.180438 + Penalty 2503.624191 = -186886.556247
  nChanged 9
		SP:Iteration 18Q (104732.960000 sec): 3 clusters
  Score: Raw -189394.499609 + Penalty 2503.624191 = -186890.875419
  nChanged 9
		SP:Iteration 19Q (104733.000000 sec): 3 clusters
  Score: Raw -189399.079906 + Penalty 2503.624191 = -186895.455716
  nChanged 10
		SP:Iteration 20F (104733.040000 sec): 3 clusters
  Score: Raw -189404.383298 + Penalty 2503.624191 = -186900.759107
  nChanged 12
		SP:Iteration 21Q (104733.080000 sec): 3 clusters
  Score: Raw -189413.732084 + Penalty 2503.624191 = -186910.107893
  nChanged 19
		SP:Iteration 22Q (104733.130000 sec): 3 clusters
  Score: Raw -189425.357527 + Penalty 2503.624191 = -186921.733337
  nChanged 18
		SP:Iteration 23Q (104733.170000 sec): 3 clusters
  Score: Raw -189435.183040 + Penalty 2503.624191 = -186931.558850
  nChanged 24
		SP:Iteration 24Q (104733.210000 sec): 3 clusters
  Score: Raw -189449.400466 + Penalty 2503.624191 = -186945.776276
  nChanged 24
		SP:Iteration 25Q (104733.260000 sec): 3 clusters
  Score: Raw -189463.480868 + Penalty 2503.624191 = -186959.856677
  nChanged 22
		SP:Iteration 26Q (104733.300000 sec): 3 clusters
  Score: Raw -189477.048426 + Penalty 2503.624191 = -186973.424235
  nChanged 33
		SP:Iteration 27Q (104733.340000 sec): 3 clusters
  Score: Raw -189503.263622 + Penalty 2503.624191 = -186999.639432
  nChanged 43
		SP:Iteration 28Q (104733.380000 sec): 3 clusters
  Score: Raw -189543.713793 + Penalty 2503.624191 = -187040.089602
  nChanged 65
		SP:Iteration 29Q (104733.420000 sec): 3 clusters
  Score: Raw -189613.283639 + Penalty 2503.624191 = -187109.659449
  nChanged 67
		SP:Iteration 30Q (104733.460000 sec): 3 clusters
  Score: Raw -189746.218506 + Penalty 2503.624191 = -187242.594316
  nChanged 95
		SP:Iteration 31Q (104733.510000 sec): 3 clusters
  Score: Raw -189990.111249 + Penalty 2503.624191 = -187486.487058
  nChanged 114
		SP:Iteration 32F (104733.550000 sec): 3 clusters
  Score: Raw -190187.010421 + Penalty 2503.624191 = -187683.386230
  nChanged 89
		SP:Iteration 33Q (104733.590000 sec): 3 clusters
  Score: Raw -190312.286467 + Penalty 2503.624191 = -187808.662276
  nChanged 63
		SP:Iteration 34Q (104733.630000 sec): 3 clusters
  Score: Raw -190419.782299 + Penalty 2503.624191 = -187916.158109
  nChanged 52
		SP:Iteration 35Q (104733.670000 sec): 3 clusters
  Score: Raw -190570.300321 + Penalty 2503.624191 = -188066.676130
  nChanged 58
		SP:Iteration 36Q (104733.710000 sec): 3 clusters
  Score: Raw -190831.791904 + Penalty 2503.624191 = -188328.167714
  nChanged 47
		SP:Iteration 37Q (104733.750000 sec): 3 clusters
  Score: Raw -191062.593239 + Penalty 2503.624191 = -188558.969049
  nChanged 18
		SP:Iteration 38Q (104733.780000 sec): 3 clusters
  Score: Raw -191112.625235 + Penalty 2503.624191 = -188609.001045
  nChanged 6
		SP:Iteration 39Q (104733.820000 sec): 3 clusters
  Score: Raw -191124.307175 + Penalty 2503.624191 = -188620.682984
  nChanged 3
		SP:Iteration 40F (104733.860000 sec): 3 clusters
  Score: Raw -191127.359767 + Penalty 2503.624191 = -188623.735577
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 114.
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 112 (480 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (104733.920000 sec): 2 clusters
  Score: Raw -43733.995418 + Penalty 1003.240242 = -42730.755176
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (104733.930000 sec): 3 clusters
  Score: Raw -43652.185014 + Penalty 2006.480484 = -41645.704530
  nChanged 111
		SP:Iteration 1F (104733.940000 sec): 3 clusters
  Score: Raw -43795.440425 + Penalty 2006.480484 = -41788.959941
  nChanged 27
		SP:Iteration 2F (104733.960000 sec): 3 clusters
  Score: Raw -43835.761116 + Penalty 2006.480484 = -41829.280633
  nChanged 15
		SP:Iteration 3Q (104733.960000 sec): 3 clusters
  Score: Raw -43860.092325 + Penalty 2006.480484 = -41853.611842
  nChanged 6
		SP:Iteration 4Q (104733.980000 sec): 3 clusters
  Score: Raw -43874.684168 + Penalty 2006.480484 = -41868.203685
  nChanged 5
		SP:Iteration 5Q (104733.980000 sec): 3 clusters
  Score: Raw -43882.875882 + Penalty 2006.480484 = -41876.395398
  nChanged 2
		SP:Iteration 6Q (104734.000000 sec): 3 clusters
  Score: Raw -43886.862041 + Penalty 2006.480484 = -41880.381557
  nChanged 3
		SP:Iteration 7Q (104734.000000 sec): 3 clusters
  Score: Raw -43891.526200 + Penalty 2006.480484 = -41885.045716
  nChanged 2
		SP:Iteration 8Q (104734.020000 sec): 3 clusters
  Score: Raw -43894.140616 + Penalty 2006.480484 = -41887.660132
  nChanged 2
		SP:Iteration 9Q (104734.020000 sec): 3 clusters
  Score: Raw -43896.302628 + Penalty 2006.480484 = -41889.822145
  nChanged 0
		SP:Iteration 10F (104734.040000 sec): 3 clusters
  Score: Raw -43896.302628 + Penalty 2006.480484 = -41889.822145
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 113 (2534 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (104734.100000 sec): 2 clusters
  Score: Raw -213717.304034 + Penalty 1273.602584 = -212443.701451
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (104734.150000 sec): 3 clusters
  Score: Raw -212545.942405 + Penalty 2547.205167 = -209998.737238
  nChanged 950
		SP:Iteration 1F (104734.200000 sec): 3 clusters
  Score: Raw -213103.104859 + Penalty 2547.205167 = -210555.899691
  nChanged 214
		SP:Iteration 2F (104734.250000 sec): 3 clusters
  Score: Raw -213224.160458 + Penalty 2547.205167 = -210676.955291
  nChanged 108
		SP:Iteration 3Q (104734.300000 sec): 3 clusters
  Score: Raw -213291.250829 + Penalty 2547.205167 = -210744.045661
  nChanged 86
		SP:Iteration 4Q (104734.340000 sec): 3 clusters
  Score: Raw -213339.305458 + Penalty 2547.205167 = -210792.100290
  nChanged 63
		SP:Iteration 5Q (104734.390000 sec): 3 clusters
  Score: Raw -213373.483563 + Penalty 2547.205167 = -210826.278395
  nChanged 53
		SP:Iteration 6Q (104734.440000 sec): 3 clusters
  Score: Raw -213407.007925 + Penalty 2547.205167 = -210859.802758
  nChanged 56
		SP:Iteration 7Q (104734.490000 sec): 3 clusters
  Score: Raw -213461.273563 + Penalty 2547.205167 = -210914.068396
  nChanged 76
		SP:Iteration 8Q (104734.540000 sec): 3 clusters
  Score: Raw -213516.304780 + Penalty 2547.205167 = -210969.099613
  nChanged 76
		SP:Iteration 9Q (104734.580000 sec): 3 clusters
  Score: Raw -213562.176047 + Penalty 2547.205167 = -211014.970880
  nChanged 80
		SP:Iteration 10Q (104734.630000 sec): 3 clusters
  Score: Raw -213610.630224 + Penalty 2547.205167 = -211063.425057
  nChanged 68
		SP:Iteration 11Q (104734.680000 sec): 3 clusters
  Score: Raw -213656.744436 + Penalty 2547.205167 = -211109.539269
  nChanged 74
		SP:Iteration 12Q (104734.730000 sec): 3 clusters
  Score: Raw -213704.789951 + Penalty 2547.205167 = -211157.584784
  nChanged 70
		SP:Iteration 13Q (104734.780000 sec): 3 clusters
  Score: Raw -213747.400993 + Penalty 2547.205167 = -211200.195826
  nChanged 59
		SP:Iteration 14Q (104734.830000 sec): 3 clusters
  Score: Raw -213780.816262 + Penalty 2547.205167 = -211233.611095
  nChanged 63
		SP:Iteration 15Q (104734.880000 sec): 3 clusters
  Score: Raw -213812.050657 + Penalty 2547.205167 = -211264.845490
  nChanged 35
		SP:Iteration 16Q (104734.920000 sec): 3 clusters
  Score: Raw -213833.984123 + Penalty 2547.205167 = -211286.778956
  nChanged 43
		SP:Iteration 17Q (104734.970000 sec): 3 clusters
  Score: Raw -213857.731302 + Penalty 2547.205167 = -211310.526135
  nChanged 38
		SP:Iteration 18Q (104735.020000 sec): 3 clusters
  Score: Raw -213880.760239 + Penalty 2547.205167 = -211333.555071
  nChanged 41
		SP:Iteration 19Q (104735.070000 sec): 3 clusters
  Score: Raw -213904.786798 + Penalty 2547.205167 = -211357.581631
  nChanged 33
		SP:Iteration 20F (104735.120000 sec): 3 clusters
  Score: Raw -213926.915501 + Penalty 2547.205167 = -211379.710334
  nChanged 30
		SP:Iteration 21Q (104735.160000 sec): 3 clusters
  Score: Raw -213949.004881 + Penalty 2547.205167 = -211401.799714
  nChanged 33
		SP:Iteration 22Q (104735.210000 sec): 3 clusters
  Score: Raw -213969.906853 + Penalty 2547.205167 = -211422.701686
  nChanged 25
		SP:Iteration 23Q (104735.260000 sec): 3 clusters
  Score: Raw -213985.412750 + Penalty 2547.205167 = -211438.207583
  nChanged 21
		SP:Iteration 24Q (104735.310000 sec): 3 clusters
  Score: Raw -213999.521494 + Penalty 2547.205167 = -211452.316327
  nChanged 18
		SP:Iteration 25Q (104735.360000 sec): 3 clusters
  Score: Raw -214012.040011 + Penalty 2547.205167 = -211464.834843
  nChanged 15
		SP:Iteration 26Q (104735.410000 sec): 3 clusters
  Score: Raw -214021.308398 + Penalty 2547.205167 = -211474.103231
  nChanged 11
		SP:Iteration 27Q (104735.460000 sec): 3 clusters
  Score: Raw -214028.435972 + Penalty 2547.205167 = -211481.230805
  nChanged 14
		SP:Iteration 28Q (104735.500000 sec): 3 clusters
  Score: Raw -214036.560039 + Penalty 2547.205167 = -211489.354872
  nChanged 7
		SP:Iteration 29Q (104735.550000 sec): 3 clusters
  Score: Raw -214040.956038 + Penalty 2547.205167 = -211493.750871
  nChanged 12
		SP:Iteration 30Q (104735.600000 sec): 3 clusters
  Score: Raw -214048.312373 + Penalty 2547.205167 = -211501.107205
  nChanged 11
		SP:Iteration 31Q (104735.640000 sec): 3 clusters
  Score: Raw -214055.464803 + Penalty 2547.205167 = -211508.259636
  nChanged 9
		SP:Iteration 32Q (104735.690000 sec): 3 clusters
  Score: Raw -214059.967136 + Penalty 2547.205167 = -211512.761969
  nChanged 7
		SP:Iteration 33Q (104735.740000 sec): 3 clusters
  Score: Raw -214067.158968 + Penalty 2547.205167 = -211519.953801
  nChanged 15
		SP:Iteration 34Q (104735.790000 sec): 3 clusters
  Score: Raw -214081.307471 + Penalty 2547.205167 = -211534.102304
  nChanged 9
		SP:Iteration 35Q (104735.840000 sec): 3 clusters
  Score: Raw -214090.127905 + Penalty 2547.205167 = -211542.922738
  nChanged 13
		SP:Iteration 36Q (104735.880000 sec): 3 clusters
  Score: Raw -214101.213963 + Penalty 2547.205167 = -211554.008796
  nChanged 15
		SP:Iteration 37Q (104735.930000 sec): 3 clusters
  Score: Raw -214109.695137 + Penalty 2547.205167 = -211562.489970
  nChanged 7
		SP:Iteration 38Q (104735.980000 sec): 3 clusters
  Score: Raw -214113.173877 + Penalty 2547.205167 = -211565.968710
  nChanged 6
		SP:Iteration 39Q (104736.020000 sec): 3 clusters
  Score: Raw -214117.364698 + Penalty 2547.205167 = -211570.159531
  nChanged 3
		SP:Iteration 40F (104736.070000 sec): 3 clusters
  Score: Raw -214120.357875 + Penalty 2547.205167 = -211573.152707
  nChanged 8
		SP:Iteration 41Q (104736.120000 sec): 3 clusters
  Score: Raw -214126.328534 + Penalty 2547.205167 = -211579.123367
  nChanged 6
		SP:Iteration 42Q (104736.160000 sec): 3 clusters
  Score: Raw -214131.190777 + Penalty 2547.205167 = -211583.985610
  nChanged 9
		SP:Iteration 43Q (104736.210000 sec): 3 clusters
  Score: Raw -214137.487118 + Penalty 2547.205167 = -211590.281951
  nChanged 6
		SP:Iteration 44Q (104736.250000 sec): 3 clusters
  Score: Raw -214140.719963 + Penalty 2547.205167 = -211593.514796
  nChanged 3
		SP:Iteration 45Q (104736.300000 sec): 3 clusters
  Score: Raw -214143.471639 + Penalty 2547.205167 = -211596.266472
  nChanged 1
		SP:Iteration 46Q (104736.350000 sec): 3 clusters
  Score: Raw -214144.008448 + Penalty 2547.205167 = -211596.803281
  nChanged 3
		SP:Iteration 47Q (104736.390000 sec): 3 clusters
  Score: Raw -214147.352670 + Penalty 2547.205167 = -211600.147503
  nChanged 4
		SP:Iteration 48Q (104736.440000 sec): 3 clusters
  Score: Raw -214150.380472 + Penalty 2547.205167 = -211603.175304
  nChanged 3
		SP:Iteration 49Q (104736.480000 sec): 3 clusters
  Score: Raw -214152.356918 + Penalty 2547.205167 = -211605.151750
  nChanged 3
		SP:Iteration 50Q (104736.530000 sec): 3 clusters
  Score: Raw -214154.831735 + Penalty 2547.205167 = -211607.626567
  nChanged 4
		SP:Iteration 51Q (104736.580000 sec): 3 clusters
  Score: Raw -214156.643551 + Penalty 2547.205167 = -211609.438383
  nChanged 1
		SP:Iteration 52Q (104736.620000 sec): 3 clusters
  Score: Raw -214158.436671 + Penalty 2547.205167 = -211611.231504
  nChanged 4
		SP:Iteration 53Q (104736.670000 sec): 3 clusters
  Score: Raw -214160.884068 + Penalty 2547.205167 = -211613.678901
  nChanged 4
		SP:Iteration 54Q (104736.720000 sec): 3 clusters
  Score: Raw -214163.176490 + Penalty 2547.205167 = -211615.971323
  nChanged 3
		SP:Iteration 55Q (104736.760000 sec): 3 clusters
  Score: Raw -214165.300545 + Penalty 2547.205167 = -211618.095378
  nChanged 3
		SP:Iteration 56Q (104736.810000 sec): 3 clusters
  Score: Raw -214167.445162 + Penalty 2547.205167 = -211620.239995
  nChanged 3
		SP:Iteration 57Q (104736.850000 sec): 3 clusters
  Score: Raw -214169.140958 + Penalty 2547.205167 = -211621.935790
  nChanged 2
		SP:Iteration 58Q (104736.900000 sec): 3 clusters
  Score: Raw -214170.650808 + Penalty 2547.205167 = -211623.445641
  nChanged 1
		SP:Iteration 59Q (104736.940000 sec): 3 clusters
  Score: Raw -214171.020207 + Penalty 2547.205167 = -211623.815040
  nChanged 1
		SP:Iteration 60F (104736.990000 sec): 3 clusters
  Score: Raw -214171.973726 + Penalty 2547.205167 = -211624.768558
  nChanged 0
Iteration 259Q (105018.360000 sec): 115 clusters
  Score: Raw -67033060.274911 + Penalty 251563.278677 = -66781496.996233
  nChanged 560
Iteration 260F (105351.120000 sec): 115 clusters
  Score: Raw -67033320.705245 + Penalty 251563.278677 = -66781757.426567
  nChanged 525
Iteration 261Q (105633.010000 sec): 115 clusters
  Score: Raw -67033464.009342 + Penalty 251563.278677 = -66781900.730665
  nChanged 446
Iteration 262Q (105913.990000 sec): 115 clusters
  Score: Raw -67033560.747779 + Penalty 251563.278677 = -66781997.469101
  nChanged 397
Iteration 263Q (106195.190000 sec): 115 clusters
  Score: Raw -67033637.237600 + Penalty 251563.278677 = -66782073.958923
  nChanged 353
Iteration 264Q (106477.230000 sec): 115 clusters
  Score: Raw -67033689.813606 + Penalty 251563.278677 = -66782126.534929
  nChanged 338
Iteration 265Q (106758.460000 sec): 115 clusters
  Score: Raw -67033735.691247 + Penalty 251563.278677 = -66782172.412569
  nChanged 320
Iteration 266Q (107040.440000 sec): 115 clusters
  Score: Raw -67033777.263784 + Penalty 251563.278677 = -66782213.985107
  nChanged 300
Iteration 267Q (107321.730000 sec): 115 clusters
  Score: Raw -67033818.745293 + Penalty 251563.278677 = -66782255.466616
  nChanged 273
Iteration 268Q (107602.420000 sec): 115 clusters
  Score: Raw -67033856.682398 + Penalty 251563.278677 = -66782293.403721
  nChanged 268
Iteration 269Q (107883.760000 sec): 115 clusters
  Score: Raw -67033891.201155 + Penalty 251563.278677 = -66782327.922478
  nChanged 253
Iteration 270Q (108164.660000 sec): 115 clusters
  Score: Raw -67033919.556005 + Penalty 251563.278677 = -66782356.277328
  nChanged 227
Iteration 271Q (108445.950000 sec): 115 clusters
  Score: Raw -67033944.843342 + Penalty 251563.278677 = -66782381.564665
  nChanged 209
Iteration 272Q (108727.940000 sec): 115 clusters
  Score: Raw -67033972.133374 + Penalty 251563.278677 = -66782408.854697
  nChanged 230
Iteration 273Q (109009.180000 sec): 115 clusters
  Score: Raw -67033998.609636 + Penalty 251563.278677 = -66782435.330959
  nChanged 226
Iteration 274Q (109290.360000 sec): 115 clusters
  Score: Raw -67034021.343229 + Penalty 251563.278677 = -66782458.064551
  nChanged 222
Iteration 275Q (109571.630000 sec): 115 clusters
  Score: Raw -67034046.030109 + Penalty 251563.278677 = -66782482.751431
  nChanged 233
Iteration 276Q (109852.930000 sec): 115 clusters
  Score: Raw -67034070.281244 + Penalty 251563.278677 = -66782507.002566
  nChanged 217
Iteration 277Q (110134.840000 sec): 115 clusters
  Score: Raw -67034094.665548 + Penalty 251563.278677 = -66782531.386871
  nChanged 224
Iteration 278Q (110416.860000 sec): 115 clusters
  Score: Raw -67034118.865534 + Penalty 251563.278677 = -66782555.586857
  nChanged 214
Iteration 279Q (110698.930000 sec): 115 clusters
  Score: Raw -67034142.080737 + Penalty 251563.278677 = -66782578.802060
  nChanged 216
Iteration 280F (111031.640000 sec): 115 clusters
  Score: Raw -67034167.444182 + Penalty 251563.278677 = -66782604.165504
  nChanged 249
Iteration 281Q (111312.850000 sec): 115 clusters
  Score: Raw -67034195.497719 + Penalty 251563.278677 = -66782632.219042
  nChanged 247
Iteration 282Q (111593.830000 sec): 115 clusters
  Score: Raw -67034223.627582 + Penalty 251563.278677 = -66782660.348905
  nChanged 259
Iteration 283Q (111874.810000 sec): 115 clusters
  Score: Raw -67034260.768292 + Penalty 251563.278677 = -66782697.489615
  nChanged 279
Iteration 284Q (112155.740000 sec): 115 clusters
  Score: Raw -67034308.366716 + Penalty 251563.278677 = -66782745.088038
  nChanged 249
Iteration 285Q (112437.350000 sec): 115 clusters
  Score: Raw -67034363.677098 + Penalty 251563.278677 = -66782800.398420
  nChanged 287
Iteration 286Q (112717.660000 sec): 115 clusters
  Score: Raw -67034452.540271 + Penalty 251563.278677 = -66782889.261594
  nChanged 351
Iteration 287Q (112998.510000 sec): 115 clusters
  Score: Raw -67034604.255596 + Penalty 251563.278677 = -66783040.976918
  nChanged 412
Iteration 288Q (113280.460000 sec): 115 clusters
  Score: Raw -67034871.263631 + Penalty 251563.278677 = -66783307.984954
  nChanged 517
Iteration 289Q (113562.410000 sec): 115 clusters
  Score: Raw -67035135.725937 + Penalty 251563.278677 = -66783572.447260
  nChanged 542
Iteration 290Q (113842.990000 sec): 115 clusters
  Score: Raw -67035367.745254 + Penalty 251563.278677 = -66783804.466577
  nChanged 526
Iteration 291Q (114124.910000 sec): 115 clusters
  Score: Raw -67035563.872922 + Penalty 251563.278677 = -66784000.594244
  nChanged 514
Iteration 292Q (114406.490000 sec): 115 clusters
  Score: Raw -67035720.182119 + Penalty 251563.278677 = -66784156.903442
  nChanged 543
Iteration 293Q (114687.790000 sec): 115 clusters
  Score: Raw -67035866.993064 + Penalty 251563.278677 = -66784303.714386
  nChanged 531
Iteration 294Q (114969.800000 sec): 115 clusters
  Score: Raw -67035983.472057 + Penalty 251563.278677 = -66784420.193380
  nChanged 528
Iteration 295Q (115251.770000 sec): 115 clusters
  Score: Raw -67036073.649687 + Penalty 251563.278677 = -66784510.371009
  nChanged 513
Iteration 296Q (115533.040000 sec): 115 clusters
  Score: Raw -67036160.158668 + Penalty 251563.278677 = -66784596.879991
  nChanged 484
Iteration 297Q (115815.050000 sec): 115 clusters
  Score: Raw -67036224.049618 + Penalty 251563.278677 = -66784660.770941
  nChanged 415
Iteration 298Q (116097.040000 sec): 115 clusters
  Score: Raw -67036275.087680 + Penalty 251563.278677 = -66784711.809003
  nChanged 387
Writing temp clu file 
Because OldScore, -66784660.770941, is greater than current (better) Score,-66784711.809003 
 Compute initial score before splitting:   Score: Raw -67036275.087680 + Penalty 251563.278677 = -66784711.809003
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 1 (1484 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (116097.230000 sec): 2 clusters
  Score: Raw -121913.393817 + Penalty 1186.655669 = -120726.738148
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (116097.300000 sec): 3 clusters
  Score: Raw -121328.827616 + Penalty 2373.311338 = -118955.516278
  nChanged 490
		SP:Iteration 1F (116097.330000 sec): 3 clusters
  Score: Raw -121696.203928 + Penalty 2373.311338 = -119322.892590
  nChanged 136
		SP:Iteration 2F (116097.360000 sec): 3 clusters
  Score: Raw -121829.392251 + Penalty 2373.311338 = -119456.080913
  nChanged 79
		SP:Iteration 3F (116097.390000 sec): 3 clusters
  Score: Raw -121902.176420 + Penalty 2373.311338 = -119528.865083
  nChanged 53
		SP:Iteration 4Q (116097.410000 sec): 3 clusters
  Score: Raw -121942.241261 + Penalty 2373.311338 = -119568.929924
  nChanged 35
		SP:Iteration 5Q (116097.450000 sec): 3 clusters
  Score: Raw -121976.187632 + Penalty 2373.311338 = -119602.876294
  nChanged 24
		SP:Iteration 6Q (116097.470000 sec): 3 clusters
  Score: Raw -122001.717843 + Penalty 2373.311338 = -119628.406506
  nChanged 33
		SP:Iteration 7Q (116097.500000 sec): 3 clusters
  Score: Raw -122026.800112 + Penalty 2373.311338 = -119653.488774
  nChanged 27
		SP:Iteration 8Q (116097.530000 sec): 3 clusters
  Score: Raw -122050.048477 + Penalty 2373.311338 = -119676.737139
  nChanged 26
		SP:Iteration 9Q (116097.560000 sec): 3 clusters
  Score: Raw -122071.564978 + Penalty 2373.311338 = -119698.253641
  nChanged 22
		SP:Iteration 10Q (116097.590000 sec): 3 clusters
  Score: Raw -122092.389433 + Penalty 2373.311338 = -119719.078096
  nChanged 23
		SP:Iteration 11Q (116097.620000 sec): 3 clusters
  Score: Raw -122115.709682 + Penalty 2373.311338 = -119742.398345
  nChanged 28
		SP:Iteration 12Q (116097.650000 sec): 3 clusters
  Score: Raw -122137.100549 + Penalty 2373.311338 = -119763.789211
  nChanged 20
		SP:Iteration 13Q (116097.670000 sec): 3 clusters
  Score: Raw -122159.066670 + Penalty 2373.311338 = -119785.755333
  nChanged 25
		SP:Iteration 14Q (116097.710000 sec): 3 clusters
  Score: Raw -122182.343835 + Penalty 2373.311338 = -119809.032497
  nChanged 16
		SP:Iteration 15Q (116097.730000 sec): 3 clusters
  Score: Raw -122196.941121 + Penalty 2373.311338 = -119823.629784
  nChanged 14
		SP:Iteration 16Q (116097.760000 sec): 3 clusters
  Score: Raw -122204.689648 + Penalty 2373.311338 = -119831.378310
  nChanged 8
		SP:Iteration 17Q (116097.790000 sec): 3 clusters
  Score: Raw -122208.531003 + Penalty 2373.311338 = -119835.219665
  nChanged 6
		SP:Iteration 18Q (116097.820000 sec): 3 clusters
  Score: Raw -122213.949923 + Penalty 2373.311338 = -119840.638585
  nChanged 5
		SP:Iteration 19Q (116097.850000 sec): 3 clusters
  Score: Raw -122220.702389 + Penalty 2373.311338 = -119847.391051
  nChanged 7
		SP:Iteration 20F (116097.870000 sec): 3 clusters
  Score: Raw -122228.705758 + Penalty 2373.311338 = -119855.394420
  nChanged 10
		SP:Iteration 21Q (116097.900000 sec): 3 clusters
  Score: Raw -122239.956130 + Penalty 2373.311338 = -119866.644792
  nChanged 10
		SP:Iteration 22Q (116097.930000 sec): 3 clusters
  Score: Raw -122250.782528 + Penalty 2373.311338 = -119877.471190
  nChanged 12
		SP:Iteration 23Q (116097.960000 sec): 3 clusters
  Score: Raw -122261.258924 + Penalty 2373.311338 = -119887.947586
  nChanged 12
		SP:Iteration 24Q (116097.990000 sec): 3 clusters
  Score: Raw -122270.361721 + Penalty 2373.311338 = -119897.050383
  nChanged 13
		SP:Iteration 25Q (116098.010000 sec): 3 clusters
  Score: Raw -122279.234442 + Penalty 2373.311338 = -119905.923104
  nChanged 7
		SP:Iteration 26Q (116098.040000 sec): 3 clusters
  Score: Raw -122283.257537 + Penalty 2373.311338 = -119909.946199
  nChanged 4
		SP:Iteration 27Q (116098.070000 sec): 3 clusters
  Score: Raw -122286.955299 + Penalty 2373.311338 = -119913.643961
  nChanged 2
		SP:Iteration 28Q (116098.100000 sec): 3 clusters
  Score: Raw -122289.502961 + Penalty 2373.311338 = -119916.191623
  nChanged 6
		SP:Iteration 29Q (116098.130000 sec): 3 clusters
  Score: Raw -122294.634199 + Penalty 2373.311338 = -119921.322861
  nChanged 10
		SP:Iteration 30Q (116098.150000 sec): 3 clusters
  Score: Raw -122301.857502 + Penalty 2373.311338 = -119928.546164
  nChanged 4
		SP:Iteration 31Q (116098.180000 sec): 3 clusters
  Score: Raw -122305.105876 + Penalty 2373.311338 = -119931.794538
  nChanged 3
		SP:Iteration 32Q (116098.210000 sec): 3 clusters
  Score: Raw -122306.748913 + Penalty 2373.311338 = -119933.437575
  nChanged 1
		SP:Iteration 33Q (116098.240000 sec): 3 clusters
  Score: Raw -122308.216237 + Penalty 2373.311338 = -119934.904899
  nChanged 2
		SP:Iteration 34Q (116098.270000 sec): 3 clusters
  Score: Raw -122309.437014 + Penalty 2373.311338 = -119936.125676
  nChanged 3
		SP:Iteration 35Q (116098.290000 sec): 3 clusters
  Score: Raw -122310.563864 + Penalty 2373.311338 = -119937.252526
  nChanged 3
		SP:Iteration 36Q (116098.320000 sec): 3 clusters
  Score: Raw -122313.345957 + Penalty 2373.311338 = -119940.034619
  nChanged 5
		SP:Iteration 37Q (116098.350000 sec): 3 clusters
  Score: Raw -122316.737200 + Penalty 2373.311338 = -119943.425862
  nChanged 5
		SP:Iteration 38Q (116098.380000 sec): 3 clusters
  Score: Raw -122323.211861 + Penalty 2373.311338 = -119949.900523
  nChanged 2
		SP:Iteration 39Q (116098.410000 sec): 3 clusters
  Score: Raw -122324.602559 + Penalty 2373.311338 = -119951.291221
  nChanged 1
		SP:Iteration 40F (116098.430000 sec): 3 clusters
  Score: Raw -122324.952214 + Penalty 2373.311338 = -119951.640877
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 2 (113560 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (116099.130000 sec): 2 clusters
  Score: Raw -10221017.242011 + Penalty 1891.514074 = -10219125.727937
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (116100.150000 sec): 3 clusters
  Score: Raw -10146862.575642 + Penalty 3783.028148 = -10143079.547494
  nChanged 54545
		SP:Iteration 1F (116101.160000 sec): 3 clusters
  Score: Raw -10178873.303822 + Penalty 3783.028148 = -10175090.275673
  nChanged 4074
		SP:Iteration 2Q (116102.230000 sec): 3 clusters
  Score: Raw -10180041.879035 + Penalty 3783.028148 = -10176258.850886
  nChanged 4409
		SP:Iteration 3Q (116103.350000 sec): 3 clusters
  Score: Raw -10181570.072962 + Penalty 3783.028148 = -10177787.044814
  nChanged 4878
		SP:Iteration 4Q (116104.430000 sec): 3 clusters
  Score: Raw -10183592.987445 + Penalty 3783.028148 = -10179809.959296
  nChanged 5461
		SP:Iteration 5Q (116105.550000 sec): 3 clusters
  Score: Raw -10186380.781400 + Penalty 3783.028148 = -10182597.753252
  nChanged 6144
		SP:Iteration 6F (116106.590000 sec): 3 clusters
  Score: Raw -10190209.492221 + Penalty 3783.028148 = -10186426.464072
  nChanged 7034
		SP:Iteration 7F (116107.610000 sec): 3 clusters
  Score: Raw -10195210.800629 + Penalty 3783.028148 = -10191427.772480
  nChanged 7709
		SP:Iteration 8F (116108.640000 sec): 3 clusters
  Score: Raw -10201191.169185 + Penalty 3783.028148 = -10197408.141036
  nChanged 7572
		SP:Iteration 9F (116109.670000 sec): 3 clusters
  Score: Raw -10207237.349005 + Penalty 3783.028148 = -10203454.320856
  nChanged 6546
		SP:Iteration 10F (116110.720000 sec): 3 clusters
  Score: Raw -10212558.543211 + Penalty 3783.028148 = -10208775.515063
  nChanged 4979
		SP:Iteration 11Q (116111.730000 sec): 3 clusters
  Score: Raw -10216562.662448 + Penalty 3783.028148 = -10212779.634300
  nChanged 2984
		SP:Iteration 12Q (116112.660000 sec): 3 clusters
  Score: Raw -10218834.839579 + Penalty 3783.028148 = -10215051.811430
  nChanged 1616
		SP:Iteration 13Q (116113.600000 sec): 3 clusters
  Score: Raw -10220029.466882 + Penalty 3783.028148 = -10216246.438734
  nChanged 805
		SP:Iteration 14Q (116114.530000 sec): 3 clusters
  Score: Raw -10220649.841274 + Penalty 3783.028148 = -10216866.813126
  nChanged 372
		SP:Iteration 15Q (116115.450000 sec): 3 clusters
  Score: Raw -10220933.732612 + Penalty 3783.028148 = -10217150.704463
  nChanged 189
		SP:Iteration 16Q (116116.370000 sec): 3 clusters
  Score: Raw -10221066.050602 + Penalty 3783.028148 = -10217283.022453
  nChanged 101
		SP:Iteration 17Q (116117.290000 sec): 3 clusters
  Score: Raw -10221147.047496 + Penalty 3783.028148 = -10217364.019348
  nChanged 67
		SP:Iteration 18Q (116118.200000 sec): 3 clusters
  Score: Raw -10221203.673067 + Penalty 3783.028148 = -10217420.644918
  nChanged 41
		SP:Iteration 19Q (116119.060000 sec): 3 clusters
  Score: Raw -10221241.998998 + Penalty 3783.028148 = -10217458.970850
  nChanged 23
		SP:Iteration 20F (116120.060000 sec): 3 clusters
  Score: Raw -10221259.468895 + Penalty 3783.028148 = -10217476.440746
  nChanged 16
		SP:Iteration 21Q (116120.930000 sec): 3 clusters
  Score: Raw -10221269.959929 + Penalty 3783.028148 = -10217486.931780
  nChanged 12
		SP:Iteration 22Q (116121.810000 sec): 3 clusters
  Score: Raw -10221275.863066 + Penalty 3783.028148 = -10217492.834917
  nChanged 7
		SP:Iteration 23Q (116122.730000 sec): 3 clusters
  Score: Raw -10221280.816824 + Penalty 3783.028148 = -10217497.788675
  nChanged 9
		SP:Iteration 24Q (116123.650000 sec): 3 clusters
  Score: Raw -10221285.228495 + Penalty 3783.028148 = -10217502.200347
  nChanged 5
		SP:Iteration 25Q (116124.560000 sec): 3 clusters
  Score: Raw -10221288.890082 + Penalty 3783.028148 = -10217505.861934
  nChanged 6
		SP:Iteration 26Q (116125.470000 sec): 3 clusters
  Score: Raw -10221294.005537 + Penalty 3783.028148 = -10217510.977388
  nChanged 7
		SP:Iteration 27Q (116126.390000 sec): 3 clusters
  Score: Raw -10221300.707733 + Penalty 3783.028148 = -10217517.679585
  nChanged 6
		SP:Iteration 28Q (116127.250000 sec): 3 clusters
  Score: Raw -10221305.896962 + Penalty 3783.028148 = -10217522.868813
  nChanged 5
		SP:Iteration 29Q (116128.140000 sec): 3 clusters
  Score: Raw -10221310.670244 + Penalty 3783.028148 = -10217527.642095
  nChanged 6
		SP:Iteration 30Q (116129.050000 sec): 3 clusters
  Score: Raw -10221314.836095 + Penalty 3783.028148 = -10217531.807947
  nChanged 2
		SP:Iteration 31Q (116129.970000 sec): 3 clusters
  Score: Raw -10221316.311696 + Penalty 3783.028148 = -10217533.283548
  nChanged 1
		SP:Iteration 32Q (116130.880000 sec): 3 clusters
  Score: Raw -10221317.129920 + Penalty 3783.028148 = -10217534.101771
  nChanged 1
		SP:Iteration 33Q (116131.790000 sec): 3 clusters
  Score: Raw -10221317.876012 + Penalty 3783.028148 = -10217534.847864
  nChanged 0
		SP:Iteration 34F (116132.800000 sec): 3 clusters
  Score: Raw -10221317.876012 + Penalty 3783.028148 = -10217534.847864
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 3 (6993 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (116132.870000 sec): 2 clusters
  Score: Raw -657184.895686 + Penalty 1438.558051 = -655746.337636
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (116133.020000 sec): 3 clusters
  Score: Raw -653434.549706 + Penalty 2877.116102 = -650557.433604
  nChanged 2882
		SP:Iteration 1F (116133.120000 sec): 3 clusters
  Score: Raw -654882.822047 + Penalty 2877.116102 = -652005.705945
  nChanged 438
		SP:Iteration 2F (116133.230000 sec): 3 clusters
  Score: Raw -655062.851044 + Penalty 2877.116102 = -652185.734943
  nChanged 315
		SP:Iteration 3Q (116133.350000 sec): 3 clusters
  Score: Raw -655197.348998 + Penalty 2877.116102 = -652320.232896
  nChanged 254
		SP:Iteration 4Q (116133.460000 sec): 3 clusters
  Score: Raw -655293.008290 + Penalty 2877.116102 = -652415.892188
  nChanged 213
		SP:Iteration 5Q (116133.570000 sec): 3 clusters
  Score: Raw -655368.519158 + Penalty 2877.116102 = -652491.403056
  nChanged 191
		SP:Iteration 6Q (116133.690000 sec): 3 clusters
  Score: Raw -655439.538417 + Penalty 2877.116102 = -652562.422316
  nChanged 199
		SP:Iteration 7Q (116133.800000 sec): 3 clusters
  Score: Raw -655531.993365 + Penalty 2877.116102 = -652654.877264
  nChanged 231
		SP:Iteration 8Q (116133.920000 sec): 3 clusters
  Score: Raw -655642.456742 + Penalty 2877.116102 = -652765.340641
  nChanged 266
		SP:Iteration 9Q (116134.030000 sec): 3 clusters
  Score: Raw -655781.947674 + Penalty 2877.116102 = -652904.831573
  nChanged 303
		SP:Iteration 10Q (116134.150000 sec): 3 clusters
  Score: Raw -655961.999629 + Penalty 2877.116102 = -653084.883528
  nChanged 320
		SP:Iteration 11Q (116134.280000 sec): 3 clusters
  Score: Raw -656170.698426 + Penalty 2877.116102 = -653293.582324
  nChanged 331
		SP:Iteration 12Q (116134.400000 sec): 3 clusters
  Score: Raw -656417.224745 + Penalty 2877.116102 = -653540.108644
  nChanged 287
		SP:Iteration 13Q (116134.520000 sec): 3 clusters
  Score: Raw -656632.997542 + Penalty 2877.116102 = -653755.881440
  nChanged 216
		SP:Iteration 14Q (116134.640000 sec): 3 clusters
  Score: Raw -656802.533043 + Penalty 2877.116102 = -653925.416941
  nChanged 181
		SP:Iteration 15Q (116134.760000 sec): 3 clusters
  Score: Raw -656951.671617 + Penalty 2877.116102 = -654074.555516
  nChanged 131
		SP:Iteration 16Q (116134.880000 sec): 3 clusters
  Score: Raw -657069.503944 + Penalty 2877.116102 = -654192.387843
  nChanged 94
		SP:Iteration 17Q (116134.990000 sec): 3 clusters
  Score: Raw -657157.043295 + Penalty 2877.116102 = -654279.927193
  nChanged 60
		SP:Iteration 18Q (116135.110000 sec): 3 clusters
  Score: Raw -657226.617036 + Penalty 2877.116102 = -654349.500935
  nChanged 36
		SP:Iteration 19Q (116135.220000 sec): 3 clusters
  Score: Raw -657270.047844 + Penalty 2877.116102 = -654392.931742
  nChanged 25
		SP:Iteration 20F (116135.340000 sec): 3 clusters
  Score: Raw -657291.961607 + Penalty 2877.116102 = -654414.845505
  nChanged 17
		SP:Iteration 21Q (116135.450000 sec): 3 clusters
  Score: Raw -657307.830223 + Penalty 2877.116102 = -654430.714122
  nChanged 12
		SP:Iteration 22Q (116135.560000 sec): 3 clusters
  Score: Raw -657318.237625 + Penalty 2877.116102 = -654441.121523
  nChanged 9
		SP:Iteration 23Q (116135.680000 sec): 3 clusters
  Score: Raw -657328.511407 + Penalty 2877.116102 = -654451.395305
  nChanged 10
		SP:Iteration 24Q (116135.790000 sec): 3 clusters
  Score: Raw -657341.301276 + Penalty 2877.116102 = -654464.185174
  nChanged 11
		SP:Iteration 25Q (116135.900000 sec): 3 clusters
  Score: Raw -657356.407446 + Penalty 2877.116102 = -654479.291345
  nChanged 11
		SP:Iteration 26Q (116136.010000 sec): 3 clusters
  Score: Raw -657368.560608 + Penalty 2877.116102 = -654491.444506
  nChanged 6
		SP:Iteration 27Q (116136.130000 sec): 3 clusters
  Score: Raw -657376.572261 + Penalty 2877.116102 = -654499.456160
  nChanged 3
		SP:Iteration 28Q (116136.240000 sec): 3 clusters
  Score: Raw -657380.422448 + Penalty 2877.116102 = -654503.306347
  nChanged 5
		SP:Iteration 29Q (116136.350000 sec): 3 clusters
  Score: Raw -657385.219017 + Penalty 2877.116102 = -654508.102916
  nChanged 3
		SP:Iteration 30Q (116136.460000 sec): 3 clusters
  Score: Raw -657387.530945 + Penalty 2877.116102 = -654510.414844
  nChanged 1
		SP:Iteration 31Q (116136.580000 sec): 3 clusters
  Score: Raw -657388.903656 + Penalty 2877.116102 = -654511.787555
  nChanged 2
		SP:Iteration 32Q (116136.690000 sec): 3 clusters
  Score: Raw -657391.471872 + Penalty 2877.116102 = -654514.355771
  nChanged 1
		SP:Iteration 33Q (116136.800000 sec): 3 clusters
  Score: Raw -657392.239355 + Penalty 2877.116102 = -654515.123254
  nChanged 0
		SP:Iteration 34F (116136.920000 sec): 3 clusters
  Score: Raw -657392.239355 + Penalty 2877.116102 = -654515.123254
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 4 (3642 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (116137.000000 sec): 2 clusters
  Score: Raw -315213.716143 + Penalty 1332.546842 = -313881.169301
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (116137.080000 sec): 3 clusters
  Score: Raw -313440.161007 + Penalty 2665.093685 = -310775.067322
  nChanged 1401
		SP:Iteration 1F (116137.160000 sec): 3 clusters
  Score: Raw -314236.079586 + Penalty 2665.093685 = -311570.985901
  nChanged 262
		SP:Iteration 2F (116137.230000 sec): 3 clusters
  Score: Raw -314371.473621 + Penalty 2665.093685 = -311706.379936
  nChanged 169
		SP:Iteration 3Q (116137.300000 sec): 3 clusters
  Score: Raw -314453.615345 + Penalty 2665.093685 = -311788.521660
  nChanged 131
		SP:Iteration 4Q (116137.370000 sec): 3 clusters
  Score: Raw -314515.854745 + Penalty 2665.093685 = -311850.761060
  nChanged 105
		SP:Iteration 5Q (116137.450000 sec): 3 clusters
  Score: Raw -314558.686585 + Penalty 2665.093685 = -311893.592901
  nChanged 91
		SP:Iteration 6Q (116137.520000 sec): 3 clusters
  Score: Raw -314594.155904 + Penalty 2665.093685 = -311929.062220
  nChanged 73
		SP:Iteration 7Q (116137.590000 sec): 3 clusters
  Score: Raw -314625.390098 + Penalty 2665.093685 = -311960.296414
  nChanged 56
		SP:Iteration 8Q (116137.660000 sec): 3 clusters
  Score: Raw -314646.993241 + Penalty 2665.093685 = -311981.899556
  nChanged 55
		SP:Iteration 9Q (116137.730000 sec): 3 clusters
  Score: Raw -314663.182538 + Penalty 2665.093685 = -311998.088853
  nChanged 37
		SP:Iteration 10Q (116137.810000 sec): 3 clusters
  Score: Raw -314675.324601 + Penalty 2665.093685 = -312010.230917
  nChanged 36
		SP:Iteration 11Q (116137.880000 sec): 3 clusters
  Score: Raw -314687.267785 + Penalty 2665.093685 = -312022.174101
  nChanged 34
		SP:Iteration 12Q (116137.950000 sec): 3 clusters
  Score: Raw -314695.230609 + Penalty 2665.093685 = -312030.136925
  nChanged 22
		SP:Iteration 13Q (116138.030000 sec): 3 clusters
  Score: Raw -314702.800422 + Penalty 2665.093685 = -312037.706738
  nChanged 15
		SP:Iteration 14Q (116138.100000 sec): 3 clusters
  Score: Raw -314707.719555 + Penalty 2665.093685 = -312042.625870
  nChanged 13
		SP:Iteration 15Q (116138.170000 sec): 3 clusters
  Score: Raw -314711.969719 + Penalty 2665.093685 = -312046.876034
  nChanged 12
		SP:Iteration 16Q (116138.240000 sec): 3 clusters
  Score: Raw -314715.227260 + Penalty 2665.093685 = -312050.133576
  nChanged 11
		SP:Iteration 17Q (116138.320000 sec): 3 clusters
  Score: Raw -314717.511809 + Penalty 2665.093685 = -312052.418124
  nChanged 9
		SP:Iteration 18Q (116138.390000 sec): 3 clusters
  Score: Raw -314719.794240 + Penalty 2665.093685 = -312054.700555
  nChanged 5
		SP:Iteration 19Q (116138.460000 sec): 3 clusters
  Score: Raw -314720.925230 + Penalty 2665.093685 = -312055.831546
  nChanged 5
		SP:Iteration 20F (116138.530000 sec): 3 clusters
  Score: Raw -314721.774787 + Penalty 2665.093685 = -312056.681102
  nChanged 4
		SP:Iteration 21Q (116138.610000 sec): 3 clusters
  Score: Raw -314722.477842 + Penalty 2665.093685 = -312057.384158
  nChanged 4
		SP:Iteration 22Q (116138.680000 sec): 3 clusters
  Score: Raw -314724.173661 + Penalty 2665.093685 = -312059.079976
  nChanged 10
		SP:Iteration 23Q (116138.750000 sec): 3 clusters
  Score: Raw -314726.294750 + Penalty 2665.093685 = -312061.201066
  nChanged 12
		SP:Iteration 24Q (116138.830000 sec): 3 clusters
  Score: Raw -314729.015590 + Penalty 2665.093685 = -312063.921906
  nChanged 14
		SP:Iteration 25Q (116138.900000 sec): 3 clusters
  Score: Raw -314732.840776 + Penalty 2665.093685 = -312067.747092
  nChanged 13
		SP:Iteration 26Q (116138.970000 sec): 3 clusters
  Score: Raw -314736.886794 + Penalty 2665.093685 = -312071.793109
  nChanged 15
		SP:Iteration 27Q (116139.040000 sec): 3 clusters
  Score: Raw -314741.503407 + Penalty 2665.093685 = -312076.409723
  nChanged 20
		SP:Iteration 28Q (116139.110000 sec): 3 clusters
  Score: Raw -314746.624522 + Penalty 2665.093685 = -312081.530837
  nChanged 11
		SP:Iteration 29Q (116139.190000 sec): 3 clusters
  Score: Raw -314749.504287 + Penalty 2665.093685 = -312084.410602
  nChanged 8
		SP:Iteration 30Q (116139.260000 sec): 3 clusters
  Score: Raw -314751.562180 + Penalty 2665.093685 = -312086.468495
  nChanged 7
		SP:Iteration 31Q (116139.330000 sec): 3 clusters
  Score: Raw -314758.033823 + Penalty 2665.093685 = -312092.940138
  nChanged 17
		SP:Iteration 32Q (116139.400000 sec): 3 clusters
  Score: Raw -314762.409643 + Penalty 2665.093685 = -312097.315958
  nChanged 13
		SP:Iteration 33Q (116139.470000 sec): 3 clusters
  Score: Raw -314766.017013 + Penalty 2665.093685 = -312100.923328
  nChanged 13
		SP:Iteration 34Q (116139.550000 sec): 3 clusters
  Score: Raw -314769.098940 + Penalty 2665.093685 = -312104.005255
  nChanged 9
		SP:Iteration 35Q (116139.620000 sec): 3 clusters
  Score: Raw -314771.675009 + Penalty 2665.093685 = -312106.581325
  nChanged 6
		SP:Iteration 36Q (116139.690000 sec): 3 clusters
  Score: Raw -314773.528538 + Penalty 2665.093685 = -312108.434853
  nChanged 4
		SP:Iteration 37Q (116139.770000 sec): 3 clusters
  Score: Raw -314774.219250 + Penalty 2665.093685 = -312109.125566
  nChanged 1
		SP:Iteration 38Q (116139.840000 sec): 3 clusters
  Score: Raw -314774.568441 + Penalty 2665.093685 = -312109.474757
  nChanged 2
		SP:Iteration 39Q (116139.910000 sec): 3 clusters
  Score: Raw -314775.145240 + Penalty 2665.093685 = -312110.051556
  nChanged 2
		SP:Iteration 40F (116139.980000 sec): 3 clusters
  Score: Raw -314775.852007 + Penalty 2665.093685 = -312110.758323
  nChanged 1
		SP:Iteration 41Q (116140.050000 sec): 3 clusters
  Score: Raw -314776.201941 + Penalty 2665.093685 = -312111.108256
  nChanged 2
		SP:Iteration 42Q (116140.130000 sec): 3 clusters
  Score: Raw -314776.453074 + Penalty 2665.093685 = -312111.359389
  nChanged 1
		SP:Iteration 43Q (116140.200000 sec): 3 clusters
  Score: Raw -314776.579230 + Penalty 2665.093685 = -312111.485545
  nChanged 0
		SP:Iteration 44F (116140.270000 sec): 3 clusters
  Score: Raw -314776.579230 + Penalty 2665.093685 = -312111.485545
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 5 (1776 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (116140.330000 sec): 2 clusters
  Score: Raw -148365.014597 + Penalty 1215.844325 = -147149.170272
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (116140.370000 sec): 3 clusters
  Score: Raw -147677.537444 + Penalty 2431.688650 = -145245.848794
  nChanged 626
		SP:Iteration 1F (116140.400000 sec): 3 clusters
  Score: Raw -148101.487228 + Penalty 2431.688650 = -145669.798577
  nChanged 129
		SP:Iteration 2F (116140.430000 sec): 3 clusters
  Score: Raw -148202.081780 + Penalty 2431.688650 = -145770.393130
  nChanged 88
		SP:Iteration 3Q (116140.470000 sec): 3 clusters
  Score: Raw -148271.654098 + Penalty 2431.688650 = -145839.965448
  nChanged 52
		SP:Iteration 4Q (116140.500000 sec): 3 clusters
  Score: Raw -148310.932854 + Penalty 2431.688650 = -145879.244204
  nChanged 34
		SP:Iteration 5Q (116140.540000 sec): 3 clusters
  Score: Raw -148336.544913 + Penalty 2431.688650 = -145904.856263
  nChanged 34
		SP:Iteration 6Q (116140.570000 sec): 3 clusters
  Score: Raw -148361.679311 + Penalty 2431.688650 = -145929.990661
  nChanged 37
		SP:Iteration 7Q (116140.610000 sec): 3 clusters
  Score: Raw -148389.773409 + Penalty 2431.688650 = -145958.084759
  nChanged 29
		SP:Iteration 8Q (116140.640000 sec): 3 clusters
  Score: Raw -148409.237410 + Penalty 2431.688650 = -145977.548760
  nChanged 25
		SP:Iteration 9Q (116140.670000 sec): 3 clusters
  Score: Raw -148425.991366 + Penalty 2431.688650 = -145994.302716
  nChanged 27
		SP:Iteration 10Q (116140.710000 sec): 3 clusters
  Score: Raw -148444.234091 + Penalty 2431.688650 = -146012.545441
  nChanged 28
		SP:Iteration 11Q (116140.740000 sec): 3 clusters
  Score: Raw -148461.558157 + Penalty 2431.688650 = -146029.869507
  nChanged 23
		SP:Iteration 12Q (116140.780000 sec): 3 clusters
  Score: Raw -148477.219473 + Penalty 2431.688650 = -146045.530823
  nChanged 29
		SP:Iteration 13Q (116140.810000 sec): 3 clusters
  Score: Raw -148499.819404 + Penalty 2431.688650 = -146068.130753
  nChanged 22
		SP:Iteration 14Q (116140.850000 sec): 3 clusters
  Score: Raw -148519.358718 + Penalty 2431.688650 = -146087.670068
  nChanged 30
		SP:Iteration 15Q (116140.880000 sec): 3 clusters
  Score: Raw -148548.756533 + Penalty 2431.688650 = -146117.067883
  nChanged 24
		SP:Iteration 16Q (116140.910000 sec): 3 clusters
  Score: Raw -148575.655358 + Penalty 2431.688650 = -146143.966708
  nChanged 36
		SP:Iteration 17Q (116140.950000 sec): 3 clusters
  Score: Raw -148617.147271 + Penalty 2431.688650 = -146185.458620
  nChanged 41
		SP:Iteration 18Q (116140.980000 sec): 3 clusters
  Score: Raw -148662.565011 + Penalty 2431.688650 = -146230.876361
  nChanged 38
		SP:Iteration 19Q (116141.020000 sec): 3 clusters
  Score: Raw -148703.789553 + Penalty 2431.688650 = -146272.100903
  nChanged 40
		SP:Iteration 20F (116141.050000 sec): 3 clusters
  Score: Raw -148743.809979 + Penalty 2431.688650 = -146312.121329
  nChanged 36
		SP:Iteration 21Q (116141.090000 sec): 3 clusters
  Score: Raw -148787.755588 + Penalty 2431.688650 = -146356.066938
  nChanged 35
		SP:Iteration 22Q (116141.120000 sec): 3 clusters
  Score: Raw -148828.924439 + Penalty 2431.688650 = -146397.235789
  nChanged 38
		SP:Iteration 23Q (116141.150000 sec): 3 clusters
  Score: Raw -148867.906460 + Penalty 2431.688650 = -146436.217810
  nChanged 34
		SP:Iteration 24Q (116141.190000 sec): 3 clusters
  Score: Raw -148899.137154 + Penalty 2431.688650 = -146467.448504
  nChanged 27
		SP:Iteration 25Q (116141.220000 sec): 3 clusters
  Score: Raw -148923.179165 + Penalty 2431.688650 = -146491.490514
  nChanged 24
		SP:Iteration 26Q (116141.250000 sec): 3 clusters
  Score: Raw -148945.833807 + Penalty 2431.688650 = -146514.145157
  nChanged 17
		SP:Iteration 27Q (116141.290000 sec): 3 clusters
  Score: Raw -148958.054504 + Penalty 2431.688650 = -146526.365854
  nChanged 15
		SP:Iteration 28Q (116141.320000 sec): 3 clusters
  Score: Raw -148970.436280 + Penalty 2431.688650 = -146538.747630
  nChanged 8
		SP:Iteration 29Q (116141.350000 sec): 3 clusters
  Score: Raw -148976.436492 + Penalty 2431.688650 = -146544.747842
  nChanged 10
		SP:Iteration 30Q (116141.390000 sec): 3 clusters
  Score: Raw -148985.220351 + Penalty 2431.688650 = -146553.531701
  nChanged 11
		SP:Iteration 31Q (116141.420000 sec): 3 clusters
  Score: Raw -148995.825273 + Penalty 2431.688650 = -146564.136623
  nChanged 11
		SP:Iteration 32Q (116141.450000 sec): 3 clusters
  Score: Raw -149007.430300 + Penalty 2431.688650 = -146575.741650
  nChanged 11
		SP:Iteration 33Q (116141.490000 sec): 3 clusters
  Score: Raw -149015.327687 + Penalty 2431.688650 = -146583.639037
  nChanged 13
		SP:Iteration 34Q (116141.520000 sec): 3 clusters
  Score: Raw -149031.096330 + Penalty 2431.688650 = -146599.407680
  nChanged 13
		SP:Iteration 35Q (116141.550000 sec): 3 clusters
  Score: Raw -149047.664959 + Penalty 2431.688650 = -146615.976309
  nChanged 14
		SP:Iteration 36Q (116141.590000 sec): 3 clusters
  Score: Raw -149058.047573 + Penalty 2431.688650 = -146626.358923
  nChanged 7
		SP:Iteration 37Q (116141.620000 sec): 3 clusters
  Score: Raw -149061.327342 + Penalty 2431.688650 = -146629.638692
  nChanged 3
		SP:Iteration 38Q (116141.650000 sec): 3 clusters
  Score: Raw -149063.679257 + Penalty 2431.688650 = -146631.990607
  nChanged 5
		SP:Iteration 39Q (116141.680000 sec): 3 clusters
  Score: Raw -149066.657606 + Penalty 2431.688650 = -146634.968956
  nChanged 4
		SP:Iteration 40F (116141.710000 sec): 3 clusters
  Score: Raw -149069.887829 + Penalty 2431.688650 = -146638.199179
  nChanged 8
		SP:Iteration 41Q (116141.750000 sec): 3 clusters
  Score: Raw -149076.758712 + Penalty 2431.688650 = -146645.070062
  nChanged 9
		SP:Iteration 42Q (116141.780000 sec): 3 clusters
  Score: Raw -149084.853488 + Penalty 2431.688650 = -146653.164838
  nChanged 11
		SP:Iteration 43Q (116141.810000 sec): 3 clusters
  Score: Raw -149095.700758 + Penalty 2431.688650 = -146664.012108
  nChanged 10
		SP:Iteration 44Q (116141.850000 sec): 3 clusters
  Score: Raw -149106.247018 + Penalty 2431.688650 = -146674.558368
  nChanged 9
		SP:Iteration 45Q (116141.880000 sec): 3 clusters
  Score: Raw -149114.868876 + Penalty 2431.688650 = -146683.180226
  nChanged 10
		SP:Iteration 46Q (116141.910000 sec): 3 clusters
  Score: Raw -149122.694137 + Penalty 2431.688650 = -146691.005487
  nChanged 4
		SP:Iteration 47Q (116141.940000 sec): 3 clusters
  Score: Raw -149124.454312 + Penalty 2431.688650 = -146692.765661
  nChanged 1
		SP:Iteration 48Q (116141.970000 sec): 3 clusters
  Score: Raw -149125.859617 + Penalty 2431.688650 = -146694.170967
  nChanged 3
		SP:Iteration 49Q (116142.010000 sec): 3 clusters
  Score: Raw -149128.210913 + Penalty 2431.688650 = -146696.522263
  nChanged 4
		SP:Iteration 50Q (116142.040000 sec): 3 clusters
  Score: Raw -149129.969819 + Penalty 2431.688650 = -146698.281169
  nChanged 4
		SP:Iteration 51Q (116142.070000 sec): 3 clusters
  Score: Raw -149131.789738 + Penalty 2431.688650 = -146700.101088
  nChanged 3
		SP:Iteration 52Q (116142.110000 sec): 3 clusters
  Score: Raw -149133.372522 + Penalty 2431.688650 = -146701.683872
  nChanged 2
		SP:Iteration 53Q (116142.140000 sec): 3 clusters
  Score: Raw -149134.480113 + Penalty 2431.688650 = -146702.791463
  nChanged 2
		SP:Iteration 54Q (116142.170000 sec): 3 clusters
  Score: Raw -149135.338639 + Penalty 2431.688650 = -146703.649989
  nChanged 2
		SP:Iteration 55Q (116142.200000 sec): 3 clusters
  Score: Raw -149136.459301 + Penalty 2431.688650 = -146704.770651
  nChanged 1
		SP:Iteration 56Q (116142.230000 sec): 3 clusters
  Score: Raw -149136.612515 + Penalty 2431.688650 = -146704.923865
  nChanged 0
		SP:Iteration 57F (116142.270000 sec): 3 clusters
  Score: Raw -149136.612515 + Penalty 2431.688650 = -146704.923865
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 6 (1240 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (116142.320000 sec): 2 clusters
  Score: Raw -92768.511420 + Penalty 1157.465832 = -91611.045588
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (116142.350000 sec): 3 clusters
  Score: Raw -92374.927582 + Penalty 2314.931664 = -90059.995918
  nChanged 402
		SP:Iteration 1F (116142.370000 sec): 3 clusters
  Score: Raw -92772.641787 + Penalty 2314.931664 = -90457.710123
  nChanged 120
		SP:Iteration 2F (116142.390000 sec): 3 clusters
  Score: Raw -92924.336096 + Penalty 2314.931664 = -90609.404432
  nChanged 60
		SP:Iteration 3Q (116142.420000 sec): 3 clusters
  Score: Raw -93029.773097 + Penalty 2314.931664 = -90714.841433
  nChanged 61
		SP:Iteration 4Q (116142.440000 sec): 3 clusters
  Score: Raw -93112.660623 + Penalty 2314.931664 = -90797.728959
  nChanged 42
		SP:Iteration 5Q (116142.470000 sec): 3 clusters
  Score: Raw -93154.528466 + Penalty 2314.931664 = -90839.596802
  nChanged 21
		SP:Iteration 6Q (116142.490000 sec): 3 clusters
  Score: Raw -93187.134693 + Penalty 2314.931664 = -90872.203029
  nChanged 13
		SP:Iteration 7Q (116142.510000 sec): 3 clusters
  Score: Raw -93205.269604 + Penalty 2314.931664 = -90890.337940
  nChanged 15
		SP:Iteration 8Q (116142.530000 sec): 3 clusters
  Score: Raw -93227.288556 + Penalty 2314.931664 = -90912.356892
  nChanged 14
		SP:Iteration 9Q (116142.560000 sec): 3 clusters
  Score: Raw -93244.295933 + Penalty 2314.931664 = -90929.364269
  nChanged 9
		SP:Iteration 10Q (116142.580000 sec): 3 clusters
  Score: Raw -93257.720775 + Penalty 2314.931664 = -90942.789111
  nChanged 7
		SP:Iteration 11Q (116142.610000 sec): 3 clusters
  Score: Raw -93273.906404 + Penalty 2314.931664 = -90958.974740
  nChanged 8
		SP:Iteration 12Q (116142.630000 sec): 3 clusters
  Score: Raw -93286.937736 + Penalty 2314.931664 = -90972.006072
  nChanged 2
		SP:Iteration 13Q (116142.650000 sec): 3 clusters
  Score: Raw -93289.681564 + Penalty 2314.931664 = -90974.749900
  nChanged 1
		SP:Iteration 14Q (116142.680000 sec): 3 clusters
  Score: Raw -93291.048474 + Penalty 2314.931664 = -90976.116809
  nChanged 2
		SP:Iteration 15Q (116142.700000 sec): 3 clusters
  Score: Raw -93293.660012 + Penalty 2314.931664 = -90978.728348
  nChanged 3
		SP:Iteration 16Q (116142.730000 sec): 3 clusters
  Score: Raw -93294.890239 + Penalty 2314.931664 = -90979.958575
  nChanged 1
		SP:Iteration 17Q (116142.750000 sec): 3 clusters
  Score: Raw -93295.717878 + Penalty 2314.931664 = -90980.786214
  nChanged 1
		SP:Iteration 18Q (116142.770000 sec): 3 clusters
  Score: Raw -93296.742219 + Penalty 2314.931664 = -90981.810555
  nChanged 0
		SP:Iteration 19F (116142.790000 sec): 3 clusters
  Score: Raw -93296.742219 + Penalty 2314.931664 = -90981.810555
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 7 (3636 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (116142.870000 sec): 2 clusters
  Score: Raw -292038.248964 + Penalty 1332.278911 = -290705.970053
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (116142.940000 sec): 3 clusters
  Score: Raw -290262.736690 + Penalty 2664.557823 = -287598.178868
  nChanged 1430
		SP:Iteration 1F (116143.010000 sec): 3 clusters
  Score: Raw -291157.297225 + Penalty 2664.557823 = -288492.739402
  nChanged 322
		SP:Iteration 2F (116143.070000 sec): 3 clusters
  Score: Raw -291450.784973 + Penalty 2664.557823 = -288786.227150
  nChanged 248
		SP:Iteration 3F (116143.140000 sec): 3 clusters
  Score: Raw -291677.517045 + Penalty 2664.557823 = -289012.959222
  nChanged 213
		SP:Iteration 4F (116143.210000 sec): 3 clusters
  Score: Raw -291879.451042 + Penalty 2664.557823 = -289214.893219
  nChanged 219
		SP:Iteration 5F (116143.270000 sec): 3 clusters
  Score: Raw -292034.309631 + Penalty 2664.557823 = -289369.751808
  nChanged 153
		SP:Iteration 6Q (116143.340000 sec): 3 clusters
  Score: Raw -292145.673817 + Penalty 2664.557823 = -289481.115995
  nChanged 137
		SP:Iteration 7Q (116143.410000 sec): 3 clusters
  Score: Raw -292239.296294 + Penalty 2664.557823 = -289574.738471
  nChanged 109
		SP:Iteration 8Q (116143.470000 sec): 3 clusters
  Score: Raw -292296.359167 + Penalty 2664.557823 = -289631.801344
  nChanged 85
		SP:Iteration 9Q (116143.540000 sec): 3 clusters
  Score: Raw -292335.198718 + Penalty 2664.557823 = -289670.640895
  nChanged 67
		SP:Iteration 10Q (116143.610000 sec): 3 clusters
  Score: Raw -292364.783810 + Penalty 2664.557823 = -289700.225987
  nChanged 52
		SP:Iteration 11Q (116143.680000 sec): 3 clusters
  Score: Raw -292389.926954 + Penalty 2664.557823 = -289725.369131
  nChanged 35
		SP:Iteration 12Q (116143.750000 sec): 3 clusters
  Score: Raw -292402.102967 + Penalty 2664.557823 = -289737.545144
  nChanged 24
		SP:Iteration 13Q (116143.810000 sec): 3 clusters
  Score: Raw -292408.568554 + Penalty 2664.557823 = -289744.010731
  nChanged 18
		SP:Iteration 14Q (116143.880000 sec): 3 clusters
  Score: Raw -292414.335115 + Penalty 2664.557823 = -289749.777292
  nChanged 18
		SP:Iteration 15Q (116143.950000 sec): 3 clusters
  Score: Raw -292423.613625 + Penalty 2664.557823 = -289759.055802
  nChanged 21
		SP:Iteration 16Q (116144.010000 sec): 3 clusters
  Score: Raw -292431.055998 + Penalty 2664.557823 = -289766.498175
  nChanged 25
		SP:Iteration 17Q (116144.080000 sec): 3 clusters
  Score: Raw -292440.902054 + Penalty 2664.557823 = -289776.344231
  nChanged 30
		SP:Iteration 18Q (116144.150000 sec): 3 clusters
  Score: Raw -292451.236612 + Penalty 2664.557823 = -289786.678789
  nChanged 27
		SP:Iteration 19Q (116144.210000 sec): 3 clusters
  Score: Raw -292459.582492 + Penalty 2664.557823 = -289795.024669
  nChanged 20
		SP:Iteration 20F (116144.280000 sec): 3 clusters
  Score: Raw -292465.802276 + Penalty 2664.557823 = -289801.244453
  nChanged 11
		SP:Iteration 21Q (116144.350000 sec): 3 clusters
  Score: Raw -292469.562131 + Penalty 2664.557823 = -289805.004308
  nChanged 13
		SP:Iteration 22Q (116144.410000 sec): 3 clusters
  Score: Raw -292472.420064 + Penalty 2664.557823 = -289807.862241
  nChanged 6
		SP:Iteration 23Q (116144.480000 sec): 3 clusters
  Score: Raw -292473.454810 + Penalty 2664.557823 = -289808.896987
  nChanged 5
		SP:Iteration 24Q (116144.550000 sec): 3 clusters
  Score: Raw -292474.626037 + Penalty 2664.557823 = -289810.068214
  nChanged 3
		SP:Iteration 25Q (116144.620000 sec): 3 clusters
  Score: Raw -292475.487165 + Penalty 2664.557823 = -289810.929342
  nChanged 8
		SP:Iteration 26Q (116144.680000 sec): 3 clusters
  Score: Raw -292476.828004 + Penalty 2664.557823 = -289812.270181
  nChanged 6
		SP:Iteration 27Q (116144.750000 sec): 3 clusters
  Score: Raw -292478.562841 + Penalty 2664.557823 = -289814.005018
  nChanged 4
		SP:Iteration 28Q (116144.820000 sec): 3 clusters
  Score: Raw -292479.393644 + Penalty 2664.557823 = -289814.835821
  nChanged 3
		SP:Iteration 29Q (116144.890000 sec): 3 clusters
  Score: Raw -292480.070163 + Penalty 2664.557823 = -289815.512340
  nChanged 1
		SP:Iteration 30Q (116144.950000 sec): 3 clusters
  Score: Raw -292480.135845 + Penalty 2664.557823 = -289815.578022
  nChanged 0
		SP:Iteration 31F (116145.020000 sec): 3 clusters
  Score: Raw -292480.135845 + Penalty 2664.557823 = -289815.578022
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 8 (7517 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (116145.120000 sec): 2 clusters
  Score: Raw -638779.467211 + Penalty 1450.299890 = -637329.167321
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (116145.240000 sec): 3 clusters
  Score: Raw -634622.245535 + Penalty 2900.599780 = -631721.645755
  nChanged 3174
		SP:Iteration 1F (116145.360000 sec): 3 clusters
  Score: Raw -636458.040296 + Penalty 2900.599780 = -633557.440515
  nChanged 586
		SP:Iteration 2F (116145.470000 sec): 3 clusters
  Score: Raw -636912.369750 + Penalty 2900.599780 = -634011.769969
  nChanged 618
		SP:Iteration 3F (116145.590000 sec): 3 clusters
  Score: Raw -637465.617147 + Penalty 2900.599780 = -634565.017367
  nChanged 615
		SP:Iteration 4F (116145.700000 sec): 3 clusters
  Score: Raw -638042.590992 + Penalty 2900.599780 = -635141.991211
  nChanged 543
		SP:Iteration 5F (116145.810000 sec): 3 clusters
  Score: Raw -638522.412037 + Penalty 2900.599780 = -635621.812256
  nChanged 409
		SP:Iteration 6F (116145.940000 sec): 3 clusters
  Score: Raw -638859.502481 + Penalty 2900.599780 = -635958.902701
  nChanged 316
		SP:Iteration 7Q (116146.060000 sec): 3 clusters
  Score: Raw -639119.954726 + Penalty 2900.599780 = -636219.354946
  nChanged 263
		SP:Iteration 8Q (116146.180000 sec): 3 clusters
  Score: Raw -639345.902565 + Penalty 2900.599780 = -636445.302785
  nChanged 212
		SP:Iteration 9Q (116146.300000 sec): 3 clusters
  Score: Raw -639568.904265 + Penalty 2900.599780 = -636668.304485
  nChanged 176
		SP:Iteration 10Q (116146.430000 sec): 3 clusters
  Score: Raw -639752.807708 + Penalty 2900.599780 = -636852.207928
  nChanged 121
		SP:Iteration 11Q (116146.550000 sec): 3 clusters
  Score: Raw -639867.771567 + Penalty 2900.599780 = -636967.171787
  nChanged 95
		SP:Iteration 12Q (116146.670000 sec): 3 clusters
  Score: Raw -639954.094004 + Penalty 2900.599780 = -637053.494224
  nChanged 76
		SP:Iteration 13Q (116146.790000 sec): 3 clusters
  Score: Raw -640022.929816 + Penalty 2900.599780 = -637122.330036
  nChanged 65
		SP:Iteration 14Q (116146.910000 sec): 3 clusters
  Score: Raw -640064.235921 + Penalty 2900.599780 = -637163.636141
  nChanged 44
		SP:Iteration 15Q (116147.030000 sec): 3 clusters
  Score: Raw -640086.066762 + Penalty 2900.599780 = -637185.466982
  nChanged 32
		SP:Iteration 16Q (116147.150000 sec): 3 clusters
  Score: Raw -640096.559672 + Penalty 2900.599780 = -637195.959892
  nChanged 11
		SP:Iteration 17Q (116147.270000 sec): 3 clusters
  Score: Raw -640099.679714 + Penalty 2900.599780 = -637199.079934
  nChanged 8
		SP:Iteration 18Q (116147.400000 sec): 3 clusters
  Score: Raw -640101.198378 + Penalty 2900.599780 = -637200.598598
  nChanged 7
		SP:Iteration 19Q (116147.520000 sec): 3 clusters
  Score: Raw -640102.497296 + Penalty 2900.599780 = -637201.897515
  nChanged 4
		SP:Iteration 20F (116147.640000 sec): 3 clusters
  Score: Raw -640103.374669 + Penalty 2900.599780 = -637202.774888
  nChanged 6
		SP:Iteration 21Q (116147.760000 sec): 3 clusters
  Score: Raw -640104.533006 + Penalty 2900.599780 = -637203.933225
  nChanged 6
		SP:Iteration 22Q (116147.880000 sec): 3 clusters
  Score: Raw -640105.461997 + Penalty 2900.599780 = -637204.862217
  nChanged 1
		SP:Iteration 23Q (116148.000000 sec): 3 clusters
  Score: Raw -640105.630081 + Penalty 2900.599780 = -637205.030300
  nChanged 2
		SP:Iteration 24Q (116148.120000 sec): 3 clusters
  Score: Raw -640105.969323 + Penalty 2900.599780 = -637205.369542
  nChanged 1
		SP:Iteration 25Q (116148.240000 sec): 3 clusters
  Score: Raw -640106.276609 + Penalty 2900.599780 = -637205.676829
  nChanged 2
		SP:Iteration 26Q (116148.360000 sec): 3 clusters
  Score: Raw -640106.693435 + Penalty 2900.599780 = -637206.093655
  nChanged 2
		SP:Iteration 27Q (116148.480000 sec): 3 clusters
  Score: Raw -640107.010505 + Penalty 2900.599780 = -637206.410725
  nChanged 1
		SP:Iteration 28Q (116148.610000 sec): 3 clusters
  Score: Raw -640107.216015 + Penalty 2900.599780 = -637206.616234
  nChanged 2
		SP:Iteration 29Q (116148.730000 sec): 3 clusters
  Score: Raw -640107.829329 + Penalty 2900.599780 = -637207.229549
  nChanged 2
		SP:Iteration 30Q (116148.850000 sec): 3 clusters
  Score: Raw -640108.155505 + Penalty 2900.599780 = -637207.555725
  nChanged 0
		SP:Iteration 31F (116148.980000 sec): 3 clusters
  Score: Raw -640108.155505 + Penalty 2900.599780 = -637207.555725
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 9 (1768 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (116149.040000 sec): 2 clusters
  Score: Raw -158256.616231 + Penalty 1215.110690 = -157041.505542
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (116149.080000 sec): 3 clusters
  Score: Raw -157544.564740 + Penalty 2430.221379 = -155114.343361
  nChanged 599
		SP:Iteration 1F (116149.120000 sec): 3 clusters
  Score: Raw -157943.058247 + Penalty 2430.221379 = -155512.836868
  nChanged 133
		SP:Iteration 2F (116149.150000 sec): 3 clusters
  Score: Raw -158068.904306 + Penalty 2430.221379 = -155638.682927
  nChanged 107
		SP:Iteration 3F (116149.180000 sec): 3 clusters
  Score: Raw -158168.043592 + Penalty 2430.221379 = -155737.822213
  nChanged 84
		SP:Iteration 4Q (116149.220000 sec): 3 clusters
  Score: Raw -158245.199005 + Penalty 2430.221379 = -155814.977626
  nChanged 67
		SP:Iteration 5Q (116149.260000 sec): 3 clusters
  Score: Raw -158315.967840 + Penalty 2430.221379 = -155885.746461
  nChanged 70
		SP:Iteration 6Q (116149.290000 sec): 3 clusters
  Score: Raw -158383.359952 + Penalty 2430.221379 = -155953.138573
  nChanged 59
		SP:Iteration 7Q (116149.320000 sec): 3 clusters
  Score: Raw -158434.346797 + Penalty 2430.221379 = -156004.125418
  nChanged 61
		SP:Iteration 8Q (116149.360000 sec): 3 clusters
  Score: Raw -158486.989976 + Penalty 2430.221379 = -156056.768597
  nChanged 47
		SP:Iteration 9Q (116149.390000 sec): 3 clusters
  Score: Raw -158537.955602 + Penalty 2430.221379 = -156107.734223
  nChanged 58
		SP:Iteration 10Q (116149.420000 sec): 3 clusters
  Score: Raw -158593.112317 + Penalty 2430.221379 = -156162.890938
  nChanged 50
		SP:Iteration 11Q (116149.460000 sec): 3 clusters
  Score: Raw -158643.529715 + Penalty 2430.221379 = -156213.308336
  nChanged 45
		SP:Iteration 12Q (116149.490000 sec): 3 clusters
  Score: Raw -158676.675851 + Penalty 2430.221379 = -156246.454472
  nChanged 28
		SP:Iteration 13Q (116149.520000 sec): 3 clusters
  Score: Raw -158701.456139 + Penalty 2430.221379 = -156271.234760
  nChanged 28
		SP:Iteration 14Q (116149.560000 sec): 3 clusters
  Score: Raw -158717.800494 + Penalty 2430.221379 = -156287.579115
  nChanged 13
		SP:Iteration 15Q (116149.590000 sec): 3 clusters
  Score: Raw -158724.951291 + Penalty 2430.221379 = -156294.729912
  nChanged 12
		SP:Iteration 16Q (116149.620000 sec): 3 clusters
  Score: Raw -158731.524116 + Penalty 2430.221379 = -156301.302737
  nChanged 7
		SP:Iteration 17Q (116149.660000 sec): 3 clusters
  Score: Raw -158734.260079 + Penalty 2430.221379 = -156304.038700
  nChanged 4
		SP:Iteration 18Q (116149.690000 sec): 3 clusters
  Score: Raw -158735.578739 + Penalty 2430.221379 = -156305.357360
  nChanged 1
		SP:Iteration 19Q (116149.720000 sec): 3 clusters
  Score: Raw -158736.379546 + Penalty 2430.221379 = -156306.158167
  nChanged 3
		SP:Iteration 20F (116149.760000 sec): 3 clusters
  Score: Raw -158738.411718 + Penalty 2430.221379 = -156308.190339
  nChanged 3
		SP:Iteration 21Q (116149.790000 sec): 3 clusters
  Score: Raw -158740.044648 + Penalty 2430.221379 = -156309.823269
  nChanged 0
		SP:Iteration 22F (116149.820000 sec): 3 clusters
  Score: Raw -158740.044648 + Penalty 2430.221379 = -156309.823269
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 10 (18654 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (116150.030000 sec): 2 clusters
  Score: Raw -1531002.558070 + Penalty 1597.995080 = -1529404.562990
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (116150.260000 sec): 3 clusters
  Score: Raw -1519869.815117 + Penalty 3195.990161 = -1516673.824957
  nChanged 8413
		SP:Iteration 1F (116150.490000 sec): 3 clusters
  Score: Raw -1524713.000538 + Penalty 3195.990161 = -1521517.010377
  nChanged 1127
		SP:Iteration 2F (116150.750000 sec): 3 clusters
  Score: Raw -1525274.681197 + Penalty 3195.990161 = -1522078.691036
  nChanged 1127
		SP:Iteration 3F (116150.990000 sec): 3 clusters
  Score: Raw -1525912.862942 + Penalty 3195.990161 = -1522716.872781
  nChanged 1154
		SP:Iteration 4F (116151.210000 sec): 3 clusters
  Score: Raw -1526679.450661 + Penalty 3195.990161 = -1523483.460500
  nChanged 1213
		SP:Iteration 5F (116151.450000 sec): 3 clusters
  Score: Raw -1527521.713703 + Penalty 3195.990161 = -1524325.723542
  nChanged 1196
		SP:Iteration 6F (116151.710000 sec): 3 clusters
  Score: Raw -1528312.828189 + Penalty 3195.990161 = -1525116.838028
  nChanged 1046
		SP:Iteration 7F (116151.950000 sec): 3 clusters
  Score: Raw -1528932.408788 + Penalty 3195.990161 = -1525736.418627
  nChanged 873
		SP:Iteration 8Q (116152.180000 sec): 3 clusters
  Score: Raw -1529406.220796 + Penalty 3195.990161 = -1526210.230635
  nChanged 658
		SP:Iteration 9Q (116152.430000 sec): 3 clusters
  Score: Raw -1529762.591218 + Penalty 3195.990161 = -1526566.601057
  nChanged 533
		SP:Iteration 10Q (116152.660000 sec): 3 clusters
  Score: Raw -1530051.272819 + Penalty 3195.990161 = -1526855.282658
  nChanged 451
		SP:Iteration 11Q (116152.910000 sec): 3 clusters
  Score: Raw -1530291.245535 + Penalty 3195.990161 = -1527095.255374
  nChanged 354
		SP:Iteration 12Q (116153.140000 sec): 3 clusters
  Score: Raw -1530432.910318 + Penalty 3195.990161 = -1527236.920157
  nChanged 307
		SP:Iteration 13Q (116153.390000 sec): 3 clusters
  Score: Raw -1530541.118761 + Penalty 3195.990161 = -1527345.128600
  nChanged 263
		SP:Iteration 14Q (116153.610000 sec): 3 clusters
  Score: Raw -1530639.436594 + Penalty 3195.990161 = -1527443.446434
  nChanged 221
		SP:Iteration 15Q (116153.850000 sec): 3 clusters
  Score: Raw -1530704.455209 + Penalty 3195.990161 = -1527508.465049
  nChanged 200
		SP:Iteration 16Q (116154.110000 sec): 3 clusters
  Score: Raw -1530755.456785 + Penalty 3195.990161 = -1527559.466624
  nChanged 151
		SP:Iteration 17Q (116154.350000 sec): 3 clusters
  Score: Raw -1530795.284535 + Penalty 3195.990161 = -1527599.294374
  nChanged 145
		SP:Iteration 18Q (116154.570000 sec): 3 clusters
  Score: Raw -1530830.233449 + Penalty 3195.990161 = -1527634.243288
  nChanged 135
		SP:Iteration 19Q (116154.800000 sec): 3 clusters
  Score: Raw -1530858.948045 + Penalty 3195.990161 = -1527662.957884
  nChanged 112
		SP:Iteration 20F (116155.060000 sec): 3 clusters
  Score: Raw -1530882.151282 + Penalty 3195.990161 = -1527686.161121
  nChanged 90
		SP:Iteration 21Q (116155.300000 sec): 3 clusters
  Score: Raw -1530898.650150 + Penalty 3195.990161 = -1527702.659989
  nChanged 72
		SP:Iteration 22Q (116155.550000 sec): 3 clusters
  Score: Raw -1530909.614824 + Penalty 3195.990161 = -1527713.624663
  nChanged 58
		SP:Iteration 23Q (116155.790000 sec): 3 clusters
  Score: Raw -1530917.851433 + Penalty 3195.990161 = -1527721.861273
  nChanged 61
		SP:Iteration 24Q (116156.040000 sec): 3 clusters
  Score: Raw -1530926.703001 + Penalty 3195.990161 = -1527730.712840
  nChanged 52
		SP:Iteration 25Q (116156.270000 sec): 3 clusters
  Score: Raw -1530933.997527 + Penalty 3195.990161 = -1527738.007366
  nChanged 46
		SP:Iteration 26Q (116156.490000 sec): 3 clusters
  Score: Raw -1530940.856235 + Penalty 3195.990161 = -1527744.866074
  nChanged 47
		SP:Iteration 27Q (116156.720000 sec): 3 clusters
  Score: Raw -1530947.799084 + Penalty 3195.990161 = -1527751.808923
  nChanged 44
		SP:Iteration 28Q (116156.980000 sec): 3 clusters
  Score: Raw -1530953.238819 + Penalty 3195.990161 = -1527757.248659
  nChanged 33
		SP:Iteration 29Q (116157.210000 sec): 3 clusters
  Score: Raw -1530956.980472 + Penalty 3195.990161 = -1527760.990312
  nChanged 31
		SP:Iteration 30Q (116157.470000 sec): 3 clusters
  Score: Raw -1530960.700553 + Penalty 3195.990161 = -1527764.710392
  nChanged 39
		SP:Iteration 31Q (116157.700000 sec): 3 clusters
  Score: Raw -1530966.184316 + Penalty 3195.990161 = -1527770.194155
  nChanged 36
		SP:Iteration 32Q (116157.950000 sec): 3 clusters
  Score: Raw -1530970.676130 + Penalty 3195.990161 = -1527774.685969
  nChanged 48
		SP:Iteration 33Q (116158.180000 sec): 3 clusters
  Score: Raw -1530978.201889 + Penalty 3195.990161 = -1527782.211728
  nChanged 48
		SP:Iteration 34Q (116158.440000 sec): 3 clusters
  Score: Raw -1530984.942179 + Penalty 3195.990161 = -1527788.952019
  nChanged 37
		SP:Iteration 35Q (116158.670000 sec): 3 clusters
  Score: Raw -1530989.786821 + Penalty 3195.990161 = -1527793.796660
  nChanged 35
		SP:Iteration 36Q (116158.920000 sec): 3 clusters
  Score: Raw -1530994.800296 + Penalty 3195.990161 = -1527798.810135
  nChanged 39
		SP:Iteration 37Q (116159.150000 sec): 3 clusters
  Score: Raw -1531000.781961 + Penalty 3195.990161 = -1527804.791800
  nChanged 44
		SP:Iteration 38Q (116159.410000 sec): 3 clusters
  Score: Raw -1531007.152129 + Penalty 3195.990161 = -1527811.161968
  nChanged 45
		SP:Iteration 39Q (116159.640000 sec): 3 clusters
  Score: Raw -1531013.244827 + Penalty 3195.990161 = -1527817.254666
  nChanged 46
		SP:Iteration 40F (116159.900000 sec): 3 clusters
  Score: Raw -1531019.838552 + Penalty 3195.990161 = -1527823.848392
  nChanged 45
		SP:Iteration 41Q (116160.130000 sec): 3 clusters
  Score: Raw -1531026.563215 + Penalty 3195.990161 = -1527830.573055
  nChanged 47
		SP:Iteration 42Q (116160.380000 sec): 3 clusters
  Score: Raw -1531034.360299 + Penalty 3195.990161 = -1527838.370138
  nChanged 44
		SP:Iteration 43Q (116160.610000 sec): 3 clusters
  Score: Raw -1531043.226667 + Penalty 3195.990161 = -1527847.236507
  nChanged 57
		SP:Iteration 44Q (116160.870000 sec): 3 clusters
  Score: Raw -1531054.259088 + Penalty 3195.990161 = -1527858.268927
  nChanged 67
		SP:Iteration 45Q (116161.090000 sec): 3 clusters
  Score: Raw -1531070.256485 + Penalty 3195.990161 = -1527874.266325
  nChanged 77
		SP:Iteration 46Q (116161.340000 sec): 3 clusters
  Score: Raw -1531085.868721 + Penalty 3195.990161 = -1527889.878561
  nChanged 62
		SP:Iteration 47Q (116161.550000 sec): 3 clusters
  Score: Raw -1531095.654263 + Penalty 3195.990161 = -1527899.664102
  nChanged 45
		SP:Iteration 48Q (116161.780000 sec): 3 clusters
  Score: Raw -1531104.548826 + Penalty 3195.990161 = -1527908.558665
  nChanged 44
		SP:Iteration 49Q (116162.000000 sec): 3 clusters
  Score: Raw -1531112.048980 + Penalty 3195.990161 = -1527916.058819
  nChanged 39
		SP:Iteration 50Q (116162.220000 sec): 3 clusters
  Score: Raw -1531118.432581 + Penalty 3195.990161 = -1527922.442421
  nChanged 45
		SP:Iteration 51Q (116162.480000 sec): 3 clusters
  Score: Raw -1531126.598089 + Penalty 3195.990161 = -1527930.607928
  nChanged 45
		SP:Iteration 52Q (116162.690000 sec): 3 clusters
  Score: Raw -1531134.269874 + Penalty 3195.990161 = -1527938.279713
  nChanged 43
		SP:Iteration 53Q (116162.960000 sec): 3 clusters
  Score: Raw -1531142.153453 + Penalty 3195.990161 = -1527946.163292
  nChanged 49
		SP:Iteration 54Q (116163.190000 sec): 3 clusters
  Score: Raw -1531152.276705 + Penalty 3195.990161 = -1527956.286545
  nChanged 47
		SP:Iteration 55Q (116163.440000 sec): 3 clusters
  Score: Raw -1531163.519834 + Penalty 3195.990161 = -1527967.529673
  nChanged 53
		SP:Iteration 56Q (116163.660000 sec): 3 clusters
  Score: Raw -1531176.548821 + Penalty 3195.990161 = -1527980.558660
  nChanged 59
		SP:Iteration 57Q (116163.910000 sec): 3 clusters
  Score: Raw -1531188.503940 + Penalty 3195.990161 = -1527992.513779
  nChanged 46
		SP:Iteration 58Q (116164.130000 sec): 3 clusters
  Score: Raw -1531196.934346 + Penalty 3195.990161 = -1528000.944186
  nChanged 51
		SP:Iteration 59Q (116164.360000 sec): 3 clusters
  Score: Raw -1531205.984133 + Penalty 3195.990161 = -1528009.993972
  nChanged 46
		SP:Iteration 60F (116164.620000 sec): 3 clusters
  Score: Raw -1531215.481258 + Penalty 3195.990161 = -1528019.491097
  nChanged 58
		SP:Iteration 61Q (116164.880000 sec): 3 clusters
  Score: Raw -1531229.757546 + Penalty 3195.990161 = -1528033.767385
  nChanged 59
		SP:Iteration 62Q (116165.100000 sec): 3 clusters
  Score: Raw -1531243.797487 + Penalty 3195.990161 = -1528047.807326
  nChanged 55
		SP:Iteration 63Q (116165.360000 sec): 3 clusters
  Score: Raw -1531256.887910 + Penalty 3195.990161 = -1528060.897749
  nChanged 61
		SP:Iteration 64Q (116165.580000 sec): 3 clusters
  Score: Raw -1531271.442858 + Penalty 3195.990161 = -1528075.452697
  nChanged 39
		SP:Iteration 65Q (116165.840000 sec): 3 clusters
  Score: Raw -1531278.444448 + Penalty 3195.990161 = -1528082.454287
  nChanged 33
		SP:Iteration 66Q (116166.060000 sec): 3 clusters
  Score: Raw -1531285.895218 + Penalty 3195.990161 = -1528089.905057
  nChanged 41
		SP:Iteration 67Q (116166.320000 sec): 3 clusters
  Score: Raw -1531293.994319 + Penalty 3195.990161 = -1528098.004159
  nChanged 45
		SP:Iteration 68Q (116166.540000 sec): 3 clusters
  Score: Raw -1531307.088525 + Penalty 3195.990161 = -1528111.098364
  nChanged 41
		SP:Iteration 69Q (116166.800000 sec): 3 clusters
  Score: Raw -1531315.505622 + Penalty 3195.990161 = -1528119.515461
  nChanged 39
		SP:Iteration 70Q (116167.020000 sec): 3 clusters
  Score: Raw -1531325.080876 + Penalty 3195.990161 = -1528129.090715
  nChanged 38
		SP:Iteration 71Q (116167.280000 sec): 3 clusters
  Score: Raw -1531333.072500 + Penalty 3195.990161 = -1528137.082339
  nChanged 38
		SP:Iteration 72Q (116167.490000 sec): 3 clusters
  Score: Raw -1531339.602060 + Penalty 3195.990161 = -1528143.611899
  nChanged 35
		SP:Iteration 73Q (116167.760000 sec): 3 clusters
  Score: Raw -1531346.311470 + Penalty 3195.990161 = -1528150.321309
  nChanged 33
		SP:Iteration 74Q (116167.970000 sec): 3 clusters
  Score: Raw -1531351.754176 + Penalty 3195.990161 = -1528155.764015
  nChanged 26
		SP:Iteration 75Q (116168.240000 sec): 3 clusters
  Score: Raw -1531356.980333 + Penalty 3195.990161 = -1528160.990173
  nChanged 19
		SP:Iteration 76Q (116168.450000 sec): 3 clusters
  Score: Raw -1531360.582102 + Penalty 3195.990161 = -1528164.591941
  nChanged 22
		SP:Iteration 77Q (116168.720000 sec): 3 clusters
  Score: Raw -1531364.139323 + Penalty 3195.990161 = -1528168.149162
  nChanged 14
		SP:Iteration 78Q (116168.940000 sec): 3 clusters
  Score: Raw -1531366.211463 + Penalty 3195.990161 = -1528170.221303
  nChanged 17
		SP:Iteration 79Q (116169.190000 sec): 3 clusters
  Score: Raw -1531368.782707 + Penalty 3195.990161 = -1528172.792547
  nChanged 17
		SP:Iteration 80F (116169.420000 sec): 3 clusters
  Score: Raw -1531371.437476 + Penalty 3195.990161 = -1528175.447316
  nChanged 15
		SP:Iteration 81Q (116169.680000 sec): 3 clusters
  Score: Raw -1531373.872831 + Penalty 3195.990161 = -1528177.882670
  nChanged 14
		SP:Iteration 82Q (116169.890000 sec): 3 clusters
  Score: Raw -1531375.919494 + Penalty 3195.990161 = -1528179.929333
  nChanged 20
		SP:Iteration 83Q (116170.160000 sec): 3 clusters
  Score: Raw -1531379.921634 + Penalty 3195.990161 = -1528183.931474
  nChanged 17
		SP:Iteration 84Q (116170.370000 sec): 3 clusters
  Score: Raw -1531383.232188 + Penalty 3195.990161 = -1528187.242028
  nChanged 20
		SP:Iteration 85Q (116170.630000 sec): 3 clusters
  Score: Raw -1531387.377490 + Penalty 3195.990161 = -1528191.387329
  nChanged 12
		SP:Iteration 86Q (116170.840000 sec): 3 clusters
  Score: Raw -1531389.458053 + Penalty 3195.990161 = -1528193.467892
  nChanged 14
		SP:Iteration 87Q (116171.110000 sec): 3 clusters
  Score: Raw -1531391.777358 + Penalty 3195.990161 = -1528195.787197
  nChanged 9
		SP:Iteration 88Q (116171.320000 sec): 3 clusters
  Score: Raw -1531393.298655 + Penalty 3195.990161 = -1528197.308494
  nChanged 5
		SP:Iteration 89Q (116171.590000 sec): 3 clusters
  Score: Raw -1531394.095817 + Penalty 3195.990161 = -1528198.105656
  nChanged 4
		SP:Iteration 90Q (116171.800000 sec): 3 clusters
  Score: Raw -1531394.643234 + Penalty 3195.990161 = -1528198.653073
  nChanged 2
		SP:Iteration 91Q (116172.060000 sec): 3 clusters
  Score: Raw -1531394.830393 + Penalty 3195.990161 = -1528198.840233
  nChanged 2
		SP:Iteration 92Q (116172.280000 sec): 3 clusters
  Score: Raw -1531395.043321 + Penalty 3195.990161 = -1528199.053160
  nChanged 6
		SP:Iteration 93Q (116172.540000 sec): 3 clusters
  Score: Raw -1531396.689686 + Penalty 3195.990161 = -1528200.699525
  nChanged 12
		SP:Iteration 94Q (116172.750000 sec): 3 clusters
  Score: Raw -1531398.347577 + Penalty 3195.990161 = -1528202.357416
  nChanged 8
		SP:Iteration 95Q (116173.020000 sec): 3 clusters
  Score: Raw -1531399.742290 + Penalty 3195.990161 = -1528203.752129
  nChanged 8
		SP:Iteration 96Q (116173.230000 sec): 3 clusters
  Score: Raw -1531400.542153 + Penalty 3195.990161 = -1528204.551992
  nChanged 2
		SP:Iteration 97Q (116173.500000 sec): 3 clusters
  Score: Raw -1531400.815964 + Penalty 3195.990161 = -1528204.825803
  nChanged 5
		SP:Iteration 98Q (116173.700000 sec): 3 clusters
  Score: Raw -1531401.492771 + Penalty 3195.990161 = -1528205.502610
  nChanged 4
		SP:Iteration 99Q (116173.920000 sec): 3 clusters
  Score: Raw -1531402.566363 + Penalty 3195.990161 = -1528206.576202
  nChanged 10
		SP:Iteration 100F (116174.180000 sec): 3 clusters
  Score: Raw -1531404.334568 + Penalty 3195.990161 = -1528208.344407
  nChanged 9
		SP:Iteration 101Q (116174.410000 sec): 3 clusters
  Score: Raw -1531405.627704 + Penalty 3195.990161 = -1528209.637543
  nChanged 6
		SP:Iteration 102Q (116174.650000 sec): 3 clusters
  Score: Raw -1531406.610101 + Penalty 3195.990161 = -1528210.619940
  nChanged 11
		SP:Iteration 103Q (116174.870000 sec): 3 clusters
  Score: Raw -1531408.433144 + Penalty 3195.990161 = -1528212.442983
  nChanged 11
		SP:Iteration 104Q (116175.120000 sec): 3 clusters
  Score: Raw -1531409.874520 + Penalty 3195.990161 = -1528213.884359
  nChanged 9
		SP:Iteration 105Q (116175.340000 sec): 3 clusters
  Score: Raw -1531411.755519 + Penalty 3195.990161 = -1528215.765359
  nChanged 12
		SP:Iteration 106Q (116175.600000 sec): 3 clusters
  Score: Raw -1531414.664621 + Penalty 3195.990161 = -1528218.674460
  nChanged 18
		SP:Iteration 107Q (116175.810000 sec): 3 clusters
  Score: Raw -1531417.612329 + Penalty 3195.990161 = -1528221.622169
  nChanged 11
		SP:Iteration 108Q (116176.080000 sec): 3 clusters
  Score: Raw -1531419.415187 + Penalty 3195.990161 = -1528223.425026
  nChanged 12
		SP:Iteration 109Q (116176.290000 sec): 3 clusters
  Score: Raw -1531421.532536 + Penalty 3195.990161 = -1528225.542376
  nChanged 14
		SP:Iteration 110Q (116176.520000 sec): 3 clusters
  Score: Raw -1531423.121522 + Penalty 3195.990161 = -1528227.131361
  nChanged 11
		SP:Iteration 111Q (116176.760000 sec): 3 clusters
  Score: Raw -1531424.418333 + Penalty 3195.990161 = -1528228.428172
  nChanged 5
		SP:Iteration 112Q (116176.980000 sec): 3 clusters
  Score: Raw -1531425.070328 + Penalty 3195.990161 = -1528229.080167
  nChanged 4
		SP:Iteration 113Q (116177.220000 sec): 3 clusters
  Score: Raw -1531425.509206 + Penalty 3195.990161 = -1528229.519045
  nChanged 1
		SP:Iteration 114Q (116177.450000 sec): 3 clusters
  Score: Raw -1531425.569801 + Penalty 3195.990161 = -1528229.579640
  nChanged 1
		SP:Iteration 115Q (116177.710000 sec): 3 clusters
  Score: Raw -1531425.761209 + Penalty 3195.990161 = -1528229.771048
  nChanged 3
		SP:Iteration 116Q (116177.930000 sec): 3 clusters
  Score: Raw -1531426.339007 + Penalty 3195.990161 = -1528230.348846
  nChanged 3
		SP:Iteration 117Q (116178.180000 sec): 3 clusters
  Score: Raw -1531426.789742 + Penalty 3195.990161 = -1528230.799581
  nChanged 4
		SP:Iteration 118Q (116178.400000 sec): 3 clusters
  Score: Raw -1531427.271645 + Penalty 3195.990161 = -1528231.281484
  nChanged 3
		SP:Iteration 119Q (116178.650000 sec): 3 clusters
  Score: Raw -1531427.812766 + Penalty 3195.990161 = -1528231.822605
  nChanged 1
		SP:Iteration 120F (116178.870000 sec): 3 clusters
  Score: Raw -1531428.017449 + Penalty 3195.990161 = -1528232.027288
  nChanged 2
		SP:Iteration 121Q (116179.140000 sec): 3 clusters
  Score: Raw -1531428.260848 + Penalty 3195.990161 = -1528232.270687
  nChanged 2
		SP:Iteration 122Q (116179.350000 sec): 3 clusters
  Score: Raw -1531428.442951 + Penalty 3195.990161 = -1528232.452790
  nChanged 1
		SP:Iteration 123Q (116179.580000 sec): 3 clusters
  Score: Raw -1531428.488577 + Penalty 3195.990161 = -1528232.498416
  nChanged 0
		SP:Iteration 124F (116179.830000 sec): 3 clusters
  Score: Raw -1531428.488577 + Penalty 3195.990161 = -1528232.498416
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 11 (1642 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (116179.890000 sec): 2 clusters
  Score: Raw -139033.722196 + Penalty 1203.096422 = -137830.625774
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (116179.920000 sec): 3 clusters
  Score: Raw -138438.067088 + Penalty 2406.192844 = -136031.874244
  nChanged 571
		SP:Iteration 1F (116179.950000 sec): 3 clusters
  Score: Raw -138950.694495 + Penalty 2406.192844 = -136544.501651
  nChanged 161
		SP:Iteration 2F (116179.990000 sec): 3 clusters
  Score: Raw -139212.909117 + Penalty 2406.192844 = -136806.716273
  nChanged 118
		SP:Iteration 3F (116180.020000 sec): 3 clusters
  Score: Raw -139415.020233 + Penalty 2406.192844 = -137008.827388
  nChanged 94
		SP:Iteration 4F (116180.060000 sec): 3 clusters
  Score: Raw -139592.996967 + Penalty 2406.192844 = -137186.804123
  nChanged 88
		SP:Iteration 5F (116180.090000 sec): 3 clusters
  Score: Raw -139723.644131 + Penalty 2406.192844 = -137317.451287
  nChanged 59
		SP:Iteration 6Q (116180.120000 sec): 3 clusters
  Score: Raw -139782.239262 + Penalty 2406.192844 = -137376.046417
  nChanged 36
		SP:Iteration 7Q (116180.150000 sec): 3 clusters
  Score: Raw -139820.333106 + Penalty 2406.192844 = -137414.140262
  nChanged 27
		SP:Iteration 8Q (116180.180000 sec): 3 clusters
  Score: Raw -139847.051935 + Penalty 2406.192844 = -137440.859091
  nChanged 16
		SP:Iteration 9Q (116180.210000 sec): 3 clusters
  Score: Raw -139857.049904 + Penalty 2406.192844 = -137450.857060
  nChanged 8
		SP:Iteration 10Q (116180.240000 sec): 3 clusters
  Score: Raw -139864.202688 + Penalty 2406.192844 = -137458.009843
  nChanged 7
		SP:Iteration 11Q (116180.270000 sec): 3 clusters
  Score: Raw -139870.507667 + Penalty 2406.192844 = -137464.314823
  nChanged 6
		SP:Iteration 12Q (116180.300000 sec): 3 clusters
  Score: Raw -139873.586188 + Penalty 2406.192844 = -137467.393343
  nChanged 5
		SP:Iteration 13Q (116180.330000 sec): 3 clusters
  Score: Raw -139876.304189 + Penalty 2406.192844 = -137470.111345
  nChanged 2
		SP:Iteration 14Q (116180.360000 sec): 3 clusters
  Score: Raw -139877.534056 + Penalty 2406.192844 = -137471.341212
  nChanged 1
		SP:Iteration 15Q (116180.390000 sec): 3 clusters
  Score: Raw -139877.994685 + Penalty 2406.192844 = -137471.801841
  nChanged 1
		SP:Iteration 16Q (116180.420000 sec): 3 clusters
  Score: Raw -139878.899648 + Penalty 2406.192844 = -137472.706804
  nChanged 2
		SP:Iteration 17Q (116180.450000 sec): 3 clusters
  Score: Raw -139879.593784 + Penalty 2406.192844 = -137473.400940
  nChanged 0
		SP:Iteration 18F (116180.480000 sec): 3 clusters
  Score: Raw -139879.593784 + Penalty 2406.192844 = -137473.400940
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 12 (10768 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (116180.600000 sec): 2 clusters
  Score: Raw -956139.243013 + Penalty 1508.704283 = -954630.538730
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (116180.760000 sec): 3 clusters
  Score: Raw -949982.365001 + Penalty 3017.408567 = -946964.956434
  nChanged 4691
		SP:Iteration 1F (116180.930000 sec): 3 clusters
  Score: Raw -952540.112024 + Penalty 3017.408567 = -949522.703457
  nChanged 670
		SP:Iteration 2F (116181.090000 sec): 3 clusters
  Score: Raw -952876.594060 + Penalty 3017.408567 = -949859.185494
  nChanged 652
		SP:Iteration 3F (116181.250000 sec): 3 clusters
  Score: Raw -953236.219435 + Penalty 3017.408567 = -950218.810868
  nChanged 639
		SP:Iteration 4F (116181.430000 sec): 3 clusters
  Score: Raw -953701.261130 + Penalty 3017.408567 = -950683.852563
  nChanged 745
		SP:Iteration 5F (116181.580000 sec): 3 clusters
  Score: Raw -954359.153760 + Penalty 3017.408567 = -951341.745193
  nChanged 840
		SP:Iteration 6F (116181.750000 sec): 3 clusters
  Score: Raw -955132.671030 + Penalty 3017.408567 = -952115.262463
  nChanged 793
		SP:Iteration 7F (116181.910000 sec): 3 clusters
  Score: Raw -955772.592413 + Penalty 3017.408567 = -952755.183846
  nChanged 633
		SP:Iteration 8F (116182.070000 sec): 3 clusters
  Score: Raw -956200.555324 + Penalty 3017.408567 = -953183.146757
  nChanged 464
		SP:Iteration 9Q (116182.270000 sec): 3 clusters
  Score: Raw -956444.110538 + Penalty 3017.408567 = -953426.701971
  nChanged 294
		SP:Iteration 10Q (116182.420000 sec): 3 clusters
  Score: Raw -956575.217346 + Penalty 3017.408567 = -953557.808779
  nChanged 211
		SP:Iteration 11Q (116182.580000 sec): 3 clusters
  Score: Raw -956650.363079 + Penalty 3017.408567 = -953632.954512
  nChanged 165
		SP:Iteration 12Q (116182.730000 sec): 3 clusters
  Score: Raw -956703.993151 + Penalty 3017.408567 = -953686.584584
  nChanged 147
		SP:Iteration 13Q (116182.900000 sec): 3 clusters
  Score: Raw -956745.523589 + Penalty 3017.408567 = -953728.115022
  nChanged 113
		SP:Iteration 14Q (116183.060000 sec): 3 clusters
  Score: Raw -956776.052624 + Penalty 3017.408567 = -953758.644057
  nChanged 115
		SP:Iteration 15Q (116183.230000 sec): 3 clusters
  Score: Raw -956803.170541 + Penalty 3017.408567 = -953785.761974
  nChanged 110
		SP:Iteration 16Q (116183.420000 sec): 3 clusters
  Score: Raw -956830.163896 + Penalty 3017.408567 = -953812.755330
  nChanged 117
		SP:Iteration 17Q (116183.570000 sec): 3 clusters
  Score: Raw -956859.350328 + Penalty 3017.408567 = -953841.941762
  nChanged 108
		SP:Iteration 18Q (116183.730000 sec): 3 clusters
  Score: Raw -956887.761410 + Penalty 3017.408567 = -953870.352843
  nChanged 111
		SP:Iteration 19Q (116183.880000 sec): 3 clusters
  Score: Raw -956913.671093 + Penalty 3017.408567 = -953896.262526
  nChanged 111
		SP:Iteration 20F (116184.050000 sec): 3 clusters
  Score: Raw -956942.267243 + Penalty 3017.408567 = -953924.858677
  nChanged 122
		SP:Iteration 21Q (116184.210000 sec): 3 clusters
  Score: Raw -956972.663638 + Penalty 3017.408567 = -953955.255071
  nChanged 106
		SP:Iteration 22Q (116184.370000 sec): 3 clusters
  Score: Raw -957000.583301 + Penalty 3017.408567 = -953983.174734
  nChanged 105
		SP:Iteration 23Q (116184.550000 sec): 3 clusters
  Score: Raw -957029.618878 + Penalty 3017.408567 = -954012.210311
  nChanged 97
		SP:Iteration 24Q (116184.700000 sec): 3 clusters
  Score: Raw -957054.595510 + Penalty 3017.408567 = -954037.186944
  nChanged 90
		SP:Iteration 25Q (116184.870000 sec): 3 clusters
  Score: Raw -957077.658948 + Penalty 3017.408567 = -954060.250381
  nChanged 83
		SP:Iteration 26Q (116185.030000 sec): 3 clusters
  Score: Raw -957095.920846 + Penalty 3017.408567 = -954078.512279
  nChanged 73
		SP:Iteration 27Q (116185.190000 sec): 3 clusters
  Score: Raw -957112.839853 + Penalty 3017.408567 = -954095.431287
  nChanged 67
		SP:Iteration 28Q (116185.380000 sec): 3 clusters
  Score: Raw -957128.443961 + Penalty 3017.408567 = -954111.035394
  nChanged 74
		SP:Iteration 29Q (116185.530000 sec): 3 clusters
  Score: Raw -957146.020518 + Penalty 3017.408567 = -954128.611951
  nChanged 79
		SP:Iteration 30Q (116185.700000 sec): 3 clusters
  Score: Raw -957165.947030 + Penalty 3017.408567 = -954148.538463
  nChanged 89
		SP:Iteration 31Q (116185.860000 sec): 3 clusters
  Score: Raw -957190.778493 + Penalty 3017.408567 = -954173.369926
  nChanged 78
		SP:Iteration 32Q (116186.020000 sec): 3 clusters
  Score: Raw -957207.755371 + Penalty 3017.408567 = -954190.346804
  nChanged 67
		SP:Iteration 33Q (116186.210000 sec): 3 clusters
  Score: Raw -957221.783766 + Penalty 3017.408567 = -954204.375199
  nChanged 65
		SP:Iteration 34Q (116186.360000 sec): 3 clusters
  Score: Raw -957234.057643 + Penalty 3017.408567 = -954216.649076
  nChanged 53
		SP:Iteration 35Q (116186.520000 sec): 3 clusters
  Score: Raw -957245.084191 + Penalty 3017.408567 = -954227.675624
  nChanged 55
		SP:Iteration 36Q (116186.660000 sec): 3 clusters
  Score: Raw -957256.223313 + Penalty 3017.408567 = -954238.814746
  nChanged 43
		SP:Iteration 37Q (116186.820000 sec): 3 clusters
  Score: Raw -957264.505385 + Penalty 3017.408567 = -954247.096818
  nChanged 40
		SP:Iteration 38Q (116187.010000 sec): 3 clusters
  Score: Raw -957271.934184 + Penalty 3017.408567 = -954254.525617
  nChanged 30
		SP:Iteration 39Q (116187.160000 sec): 3 clusters
  Score: Raw -957277.714350 + Penalty 3017.408567 = -954260.305783
  nChanged 32
		SP:Iteration 40F (116187.330000 sec): 3 clusters
  Score: Raw -957282.758729 + Penalty 3017.408567 = -954265.350163
  nChanged 23
		SP:Iteration 41Q (116187.480000 sec): 3 clusters
  Score: Raw -957285.965728 + Penalty 3017.408567 = -954268.557161
  nChanged 20
		SP:Iteration 42Q (116187.640000 sec): 3 clusters
  Score: Raw -957289.414318 + Penalty 3017.408567 = -954272.005751
  nChanged 23
		SP:Iteration 43Q (116187.800000 sec): 3 clusters
  Score: Raw -957293.814951 + Penalty 3017.408567 = -954276.406384
  nChanged 34
		SP:Iteration 44Q (116187.950000 sec): 3 clusters
  Score: Raw -957300.333636 + Penalty 3017.408567 = -954282.925069
  nChanged 32
		SP:Iteration 45Q (116188.130000 sec): 3 clusters
  Score: Raw -957305.077128 + Penalty 3017.408567 = -954287.668561
  nChanged 22
		SP:Iteration 46Q (116188.290000 sec): 3 clusters
  Score: Raw -957308.999763 + Penalty 3017.408567 = -954291.591196
  nChanged 24
		SP:Iteration 47Q (116188.450000 sec): 3 clusters
  Score: Raw -957313.151846 + Penalty 3017.408567 = -954295.743280
  nChanged 19
		SP:Iteration 48Q (116188.630000 sec): 3 clusters
  Score: Raw -957316.366981 + Penalty 3017.408567 = -954298.958414
  nChanged 20
		SP:Iteration 49Q (116188.830000 sec): 3 clusters
  Score: Raw -957319.326590 + Penalty 3017.408567 = -954301.918023
  nChanged 18
		SP:Iteration 50Q (116188.970000 sec): 3 clusters
  Score: Raw -957322.276427 + Penalty 3017.408567 = -954304.867861
  nChanged 17
		SP:Iteration 51Q (116189.140000 sec): 3 clusters
  Score: Raw -957325.127304 + Penalty 3017.408567 = -954307.718737
  nChanged 16
		SP:Iteration 52Q (116189.320000 sec): 3 clusters
  Score: Raw -957328.036154 + Penalty 3017.408567 = -954310.627587
  nChanged 18
		SP:Iteration 53Q (116189.460000 sec): 3 clusters
  Score: Raw -957331.957229 + Penalty 3017.408567 = -954314.548662
  nChanged 20
		SP:Iteration 54Q (116189.630000 sec): 3 clusters
  Score: Raw -957336.082455 + Penalty 3017.408567 = -954318.673889
  nChanged 18
		SP:Iteration 55Q (116189.780000 sec): 3 clusters
  Score: Raw -957338.290904 + Penalty 3017.408567 = -954320.882338
  nChanged 13
		SP:Iteration 56Q (116189.950000 sec): 3 clusters
  Score: Raw -957340.743168 + Penalty 3017.408567 = -954323.334601
  nChanged 16
		SP:Iteration 57Q (116190.130000 sec): 3 clusters
  Score: Raw -957343.694178 + Penalty 3017.408567 = -954326.285612
  nChanged 15
		SP:Iteration 58Q (116190.270000 sec): 3 clusters
  Score: Raw -957346.432780 + Penalty 3017.408567 = -954329.024213
  nChanged 22
		SP:Iteration 59Q (116190.430000 sec): 3 clusters
  Score: Raw -957350.306443 + Penalty 3017.408567 = -954332.897876
  nChanged 21
		SP:Iteration 60F (116190.570000 sec): 3 clusters
  Score: Raw -957354.237016 + Penalty 3017.408567 = -954336.828449
  nChanged 15
		SP:Iteration 61Q (116190.740000 sec): 3 clusters
  Score: Raw -957356.682930 + Penalty 3017.408567 = -954339.274363
  nChanged 13
		SP:Iteration 62Q (116190.920000 sec): 3 clusters
  Score: Raw -957358.716999 + Penalty 3017.408567 = -954341.308432
  nChanged 10
		SP:Iteration 63Q (116191.070000 sec): 3 clusters
  Score: Raw -957359.935594 + Penalty 3017.408567 = -954342.527027
  nChanged 4
		SP:Iteration 64Q (116191.230000 sec): 3 clusters
  Score: Raw -957360.597107 + Penalty 3017.408567 = -954343.188540
  nChanged 5
		SP:Iteration 65Q (116191.390000 sec): 3 clusters
  Score: Raw -957361.380554 + Penalty 3017.408567 = -954343.971987
  nChanged 7
		SP:Iteration 66Q (116191.540000 sec): 3 clusters
  Score: Raw -957362.356411 + Penalty 3017.408567 = -954344.947844
  nChanged 5
		SP:Iteration 67Q (116191.730000 sec): 3 clusters
  Score: Raw -957362.902687 + Penalty 3017.408567 = -954345.494120
  nChanged 2
		SP:Iteration 68Q (116191.870000 sec): 3 clusters
  Score: Raw -957363.175176 + Penalty 3017.408567 = -954345.766609
  nChanged 2
		SP:Iteration 69Q (116192.040000 sec): 3 clusters
  Score: Raw -957363.490296 + Penalty 3017.408567 = -954346.081729
  nChanged 3
		SP:Iteration 70Q (116192.190000 sec): 3 clusters
  Score: Raw -957363.902246 + Penalty 3017.408567 = -954346.493680
  nChanged 0
		SP:Iteration 71F (116192.350000 sec): 3 clusters
  Score: Raw -957363.902246 + Penalty 3017.408567 = -954346.493680
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 13 (5403 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (116192.460000 sec): 2 clusters
  Score: Raw -514506.715951 + Penalty 1396.640315 = -513110.075636
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (116192.570000 sec): 3 clusters
  Score: Raw -511647.370417 + Penalty 2793.280631 = -508854.089786
  nChanged 2210
		SP:Iteration 1F (116192.660000 sec): 3 clusters
  Score: Raw -512827.620900 + Penalty 2793.280631 = -510034.340269
  nChanged 348
		SP:Iteration 2F (116192.760000 sec): 3 clusters
  Score: Raw -512985.419613 + Penalty 2793.280631 = -510192.138982
  nChanged 244
		SP:Iteration 3Q (116192.860000 sec): 3 clusters
  Score: Raw -513079.325168 + Penalty 2793.280631 = -510286.044537
  nChanged 217
		SP:Iteration 4Q (116192.960000 sec): 3 clusters
  Score: Raw -513162.097967 + Penalty 2793.280631 = -510368.817336
  nChanged 160
		SP:Iteration 5Q (116193.060000 sec): 3 clusters
  Score: Raw -513228.891406 + Penalty 2793.280631 = -510435.610775
  nChanged 160
		SP:Iteration 6Q (116193.160000 sec): 3 clusters
  Score: Raw -513291.082137 + Penalty 2793.280631 = -510497.801506
  nChanged 147
		SP:Iteration 7Q (116193.260000 sec): 3 clusters
  Score: Raw -513345.314885 + Penalty 2793.280631 = -510552.034254
  nChanged 131
		SP:Iteration 8Q (116193.360000 sec): 3 clusters
  Score: Raw -513401.998228 + Penalty 2793.280631 = -510608.717597
  nChanged 125
		SP:Iteration 9Q (116193.460000 sec): 3 clusters
  Score: Raw -513466.682449 + Penalty 2793.280631 = -510673.401818
  nChanged 147
		SP:Iteration 10Q (116193.560000 sec): 3 clusters
  Score: Raw -513567.750782 + Penalty 2793.280631 = -510774.470151
  nChanged 170
		SP:Iteration 11Q (116193.660000 sec): 3 clusters
  Score: Raw -513689.720971 + Penalty 2793.280631 = -510896.440340
  nChanged 176
		SP:Iteration 12Q (116193.750000 sec): 3 clusters
  Score: Raw -513837.215442 + Penalty 2793.280631 = -511043.934811
  nChanged 185
		SP:Iteration 13Q (116193.850000 sec): 3 clusters
  Score: Raw -513989.402308 + Penalty 2793.280631 = -511196.121677
  nChanged 165
		SP:Iteration 14Q (116193.950000 sec): 3 clusters
  Score: Raw -514098.558405 + Penalty 2793.280631 = -511305.277774
  nChanged 152
		SP:Iteration 15Q (116194.050000 sec): 3 clusters
  Score: Raw -514184.539345 + Penalty 2793.280631 = -511391.258714
  nChanged 132
		SP:Iteration 16Q (116194.150000 sec): 3 clusters
  Score: Raw -514250.611184 + Penalty 2793.280631 = -511457.330553
  nChanged 118
		SP:Iteration 17Q (116194.250000 sec): 3 clusters
  Score: Raw -514312.952099 + Penalty 2793.280631 = -511519.671468
  nChanged 103
		SP:Iteration 18Q (116194.350000 sec): 3 clusters
  Score: Raw -514372.710391 + Penalty 2793.280631 = -511579.429760
  nChanged 101
		SP:Iteration 19Q (116194.440000 sec): 3 clusters
  Score: Raw -514425.026594 + Penalty 2793.280631 = -511631.745963
  nChanged 93
		SP:Iteration 20F (116194.540000 sec): 3 clusters
  Score: Raw -514469.866535 + Penalty 2793.280631 = -511676.585904
  nChanged 85
		SP:Iteration 21Q (116194.630000 sec): 3 clusters
  Score: Raw -514510.006293 + Penalty 2793.280631 = -511716.725662
  nChanged 65
		SP:Iteration 22Q (116194.730000 sec): 3 clusters
  Score: Raw -514538.102721 + Penalty 2793.280631 = -511744.822090
  nChanged 57
		SP:Iteration 23Q (116194.830000 sec): 3 clusters
  Score: Raw -514564.269414 + Penalty 2793.280631 = -511770.988783
  nChanged 49
		SP:Iteration 24Q (116194.920000 sec): 3 clusters
  Score: Raw -514585.351883 + Penalty 2793.280631 = -511792.071252
  nChanged 44
		SP:Iteration 25Q (116195.020000 sec): 3 clusters
  Score: Raw -514600.760038 + Penalty 2793.280631 = -511807.479407
  nChanged 32
		SP:Iteration 26Q (116195.110000 sec): 3 clusters
  Score: Raw -514612.956812 + Penalty 2793.280631 = -511819.676181
  nChanged 33
		SP:Iteration 27Q (116195.210000 sec): 3 clusters
  Score: Raw -514625.188621 + Penalty 2793.280631 = -511831.907990
  nChanged 25
		SP:Iteration 28Q (116195.310000 sec): 3 clusters
  Score: Raw -514631.056748 + Penalty 2793.280631 = -511837.776117
  nChanged 15
		SP:Iteration 29Q (116195.400000 sec): 3 clusters
  Score: Raw -514634.729897 + Penalty 2793.280631 = -511841.449266
  nChanged 9
		SP:Iteration 30Q (116195.500000 sec): 3 clusters
  Score: Raw -514636.992688 + Penalty 2793.280631 = -511843.712057
  nChanged 12
		SP:Iteration 31Q (116195.590000 sec): 3 clusters
  Score: Raw -514638.932123 + Penalty 2793.280631 = -511845.651492
  nChanged 3
		SP:Iteration 32Q (116195.690000 sec): 3 clusters
  Score: Raw -514639.726958 + Penalty 2793.280631 = -511846.446327
  nChanged 2
		SP:Iteration 33Q (116195.790000 sec): 3 clusters
  Score: Raw -514639.995476 + Penalty 2793.280631 = -511846.714845
  nChanged 2
		SP:Iteration 34Q (116195.880000 sec): 3 clusters
  Score: Raw -514640.235380 + Penalty 2793.280631 = -511846.954749
  nChanged 2
		SP:Iteration 35Q (116195.970000 sec): 3 clusters
  Score: Raw -514640.631643 + Penalty 2793.280631 = -511847.351012
  nChanged 2
		SP:Iteration 36Q (116196.070000 sec): 3 clusters
  Score: Raw -514641.212343 + Penalty 2793.280631 = -511847.931712
  nChanged 4
		SP:Iteration 37Q (116196.170000 sec): 3 clusters
  Score: Raw -514642.049223 + Penalty 2793.280631 = -511848.768592
  nChanged 4
		SP:Iteration 38Q (116196.260000 sec): 3 clusters
  Score: Raw -514643.238765 + Penalty 2793.280631 = -511849.958134
  nChanged 2
		SP:Iteration 39Q (116196.360000 sec): 3 clusters
  Score: Raw -514643.603217 + Penalty 2793.280631 = -511850.322586
  nChanged 2
		SP:Iteration 40F (116196.450000 sec): 3 clusters
  Score: Raw -514644.178853 + Penalty 2793.280631 = -511850.898222
  nChanged 3
		SP:Iteration 41Q (116196.550000 sec): 3 clusters
  Score: Raw -514644.935003 + Penalty 2793.280631 = -511851.654372
  nChanged 2
		SP:Iteration 42Q (116196.650000 sec): 3 clusters
  Score: Raw -514645.287264 + Penalty 2793.280631 = -511852.006633
  nChanged 2
		SP:Iteration 43Q (116196.740000 sec): 3 clusters
  Score: Raw -514645.589656 + Penalty 2793.280631 = -511852.309025
  nChanged 0
		SP:Iteration 44F (116196.840000 sec): 3 clusters
  Score: Raw -514645.589656 + Penalty 2793.280631 = -511852.309025
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 14 (2327 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (116196.900000 sec): 2 clusters
  Score: Raw -193536.355755 + Penalty 1259.754464 = -192276.601291
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (116196.950000 sec): 3 clusters
  Score: Raw -192517.296218 + Penalty 2519.508928 = -189997.787290
  nChanged 863
		SP:Iteration 1F (116196.990000 sec): 3 clusters
  Score: Raw -193067.836050 + Penalty 2519.508928 = -190548.327122
  nChanged 190
		SP:Iteration 2F (116197.030000 sec): 3 clusters
  Score: Raw -193227.994000 + Penalty 2519.508928 = -190708.485072
  nChanged 135
		SP:Iteration 3F (116197.080000 sec): 3 clusters
  Score: Raw -193386.916917 + Penalty 2519.508928 = -190867.407989
  nChanged 152
		SP:Iteration 4F (116197.120000 sec): 3 clusters
  Score: Raw -193637.134954 + Penalty 2519.508928 = -191117.626026
  nChanged 137
		SP:Iteration 5F (116197.170000 sec): 3 clusters
  Score: Raw -193859.651289 + Penalty 2519.508928 = -191340.142361
  nChanged 121
		SP:Iteration 6F (116197.210000 sec): 3 clusters
  Score: Raw -193998.842652 + Penalty 2519.508928 = -191479.333724
  nChanged 77
		SP:Iteration 7Q (116197.250000 sec): 3 clusters
  Score: Raw -194081.065199 + Penalty 2519.508928 = -191561.556271
  nChanged 60
		SP:Iteration 8Q (116197.300000 sec): 3 clusters
  Score: Raw -194131.100639 + Penalty 2519.508928 = -191611.591711
  nChanged 38
		SP:Iteration 9Q (116197.340000 sec): 3 clusters
  Score: Raw -194158.369462 + Penalty 2519.508928 = -191638.860533
  nChanged 28
		SP:Iteration 10Q (116197.390000 sec): 3 clusters
  Score: Raw -194181.160943 + Penalty 2519.508928 = -191661.652015
  nChanged 22
		SP:Iteration 11Q (116197.430000 sec): 3 clusters
  Score: Raw -194203.232913 + Penalty 2519.508928 = -191683.723985
  nChanged 23
		SP:Iteration 12Q (116197.470000 sec): 3 clusters
  Score: Raw -194225.131346 + Penalty 2519.508928 = -191705.622418
  nChanged 22
		SP:Iteration 13Q (116197.510000 sec): 3 clusters
  Score: Raw -194245.206553 + Penalty 2519.508928 = -191725.697625
  nChanged 18
		SP:Iteration 14Q (116197.560000 sec): 3 clusters
  Score: Raw -194260.123567 + Penalty 2519.508928 = -191740.614639
  nChanged 15
		SP:Iteration 15Q (116197.600000 sec): 3 clusters
  Score: Raw -194273.303425 + Penalty 2519.508928 = -191753.794497
  nChanged 17
		SP:Iteration 16Q (116197.650000 sec): 3 clusters
  Score: Raw -194285.259047 + Penalty 2519.508928 = -191765.750118
  nChanged 15
		SP:Iteration 17Q (116197.690000 sec): 3 clusters
  Score: Raw -194292.488141 + Penalty 2519.508928 = -191772.979213
  nChanged 5
		SP:Iteration 18Q (116197.730000 sec): 3 clusters
  Score: Raw -194294.786367 + Penalty 2519.508928 = -191775.277439
  nChanged 4
		SP:Iteration 19Q (116197.770000 sec): 3 clusters
  Score: Raw -194295.744038 + Penalty 2519.508928 = -191776.235110
  nChanged 0
		SP:Iteration 20F (116197.820000 sec): 3 clusters
  Score: Raw -194295.744038 + Penalty 2519.508928 = -191776.235110
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 15 (2426 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (116197.890000 sec): 2 clusters
  Score: Raw -225658.653388 + Penalty 1266.524852 = -224392.128536
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (116197.930000 sec): 3 clusters
  Score: Raw -224557.836084 + Penalty 2533.049704 = -222024.786380
  nChanged 881
		SP:Iteration 1F (116197.980000 sec): 3 clusters
  Score: Raw -225112.002280 + Penalty 2533.049704 = -222578.952576
  nChanged 214
		SP:Iteration 2F (116198.030000 sec): 3 clusters
  Score: Raw -225288.495781 + Penalty 2533.049704 = -222755.446077
  nChanged 164
		SP:Iteration 3F (116198.070000 sec): 3 clusters
  Score: Raw -225450.647667 + Penalty 2533.049704 = -222917.597963
  nChanged 129
		SP:Iteration 4F (116198.120000 sec): 3 clusters
  Score: Raw -225569.054600 + Penalty 2533.049704 = -223036.004896
  nChanged 107
		SP:Iteration 5Q (116198.170000 sec): 3 clusters
  Score: Raw -225664.295868 + Penalty 2533.049704 = -223131.246164
  nChanged 94
		SP:Iteration 6Q (116198.220000 sec): 3 clusters
  Score: Raw -225753.498117 + Penalty 2533.049704 = -223220.448413
  nChanged 93
		SP:Iteration 7Q (116198.270000 sec): 3 clusters
  Score: Raw -225847.787746 + Penalty 2533.049704 = -223314.738042
  nChanged 65
		SP:Iteration 8Q (116198.320000 sec): 3 clusters
  Score: Raw -225916.457913 + Penalty 2533.049704 = -223383.408209
  nChanged 70
		SP:Iteration 9Q (116198.370000 sec): 3 clusters
  Score: Raw -225976.476805 + Penalty 2533.049704 = -223443.427101
  nChanged 39
		SP:Iteration 10Q (116198.410000 sec): 3 clusters
  Score: Raw -226011.767521 + Penalty 2533.049704 = -223478.717817
  nChanged 36
		SP:Iteration 11Q (116198.460000 sec): 3 clusters
  Score: Raw -226037.975821 + Penalty 2533.049704 = -223504.926117
  nChanged 22
		SP:Iteration 12Q (116198.510000 sec): 3 clusters
  Score: Raw -226047.985503 + Penalty 2533.049704 = -223514.935799
  nChanged 17
		SP:Iteration 13Q (116198.560000 sec): 3 clusters
  Score: Raw -226056.937824 + Penalty 2533.049704 = -223523.888120
  nChanged 16
		SP:Iteration 14Q (116198.600000 sec): 3 clusters
  Score: Raw -226063.860143 + Penalty 2533.049704 = -223530.810439
  nChanged 12
		SP:Iteration 15Q (116198.650000 sec): 3 clusters
  Score: Raw -226067.512344 + Penalty 2533.049704 = -223534.462640
  nChanged 4
		SP:Iteration 16Q (116198.700000 sec): 3 clusters
  Score: Raw -226069.153735 + Penalty 2533.049704 = -223536.104031
  nChanged 4
		SP:Iteration 17Q (116198.750000 sec): 3 clusters
  Score: Raw -226070.198850 + Penalty 2533.049704 = -223537.149146
  nChanged 3
		SP:Iteration 18Q (116198.790000 sec): 3 clusters
  Score: Raw -226071.785984 + Penalty 2533.049704 = -223538.736280
  nChanged 3
		SP:Iteration 19Q (116198.840000 sec): 3 clusters
  Score: Raw -226073.392765 + Penalty 2533.049704 = -223540.343061
  nChanged 5
		SP:Iteration 20F (116198.890000 sec): 3 clusters
  Score: Raw -226076.396139 + Penalty 2533.049704 = -223543.346435
  nChanged 6
		SP:Iteration 21Q (116198.930000 sec): 3 clusters
  Score: Raw -226078.771433 + Penalty 2533.049704 = -223545.721729
  nChanged 7
		SP:Iteration 22Q (116198.980000 sec): 3 clusters
  Score: Raw -226083.525493 + Penalty 2533.049704 = -223550.475789
  nChanged 9
		SP:Iteration 23Q (116199.030000 sec): 3 clusters
  Score: Raw -226090.079851 + Penalty 2533.049704 = -223557.030146
  nChanged 4
		SP:Iteration 24Q (116199.080000 sec): 3 clusters
  Score: Raw -226091.359764 + Penalty 2533.049704 = -223558.310060
  nChanged 1
		SP:Iteration 25Q (116199.120000 sec): 3 clusters
  Score: Raw -226092.214418 + Penalty 2533.049704 = -223559.164714
  nChanged 1
		SP:Iteration 26Q (116199.170000 sec): 3 clusters
  Score: Raw -226092.619243 + Penalty 2533.049704 = -223559.569539
  nChanged 0
		SP:Iteration 27F (116199.220000 sec): 3 clusters
  Score: Raw -226092.619243 + Penalty 2533.049704 = -223559.569539
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 16 (49452 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (116199.590000 sec): 2 clusters
  Score: Raw -4484311.043977 + Penalty 1756.423139 = -4482554.620837
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (116200.110000 sec): 3 clusters
  Score: Raw -4453249.472928 + Penalty 3512.846279 = -4449736.626649
  nChanged 23080
		SP:Iteration 1F (116200.600000 sec): 3 clusters
  Score: Raw -4466311.133850 + Penalty 3512.846279 = -4462798.287571
  nChanged 2215
		SP:Iteration 2Q (116201.140000 sec): 3 clusters
  Score: Raw -4467086.108541 + Penalty 3512.846279 = -4463573.262262
  nChanged 2526
		SP:Iteration 3F (116201.640000 sec): 3 clusters
  Score: Raw -4468219.403603 + Penalty 3512.846279 = -4464706.557324
  nChanged 2973
		SP:Iteration 4F (116202.130000 sec): 3 clusters
  Score: Raw -4469937.024802 + Penalty 3512.846279 = -4466424.178523
  nChanged 3518
		SP:Iteration 5F (116202.610000 sec): 3 clusters
  Score: Raw -4472441.395419 + Penalty 3512.846279 = -4468928.549140
  nChanged 3889
		SP:Iteration 6F (116203.090000 sec): 3 clusters
  Score: Raw -4475668.749814 + Penalty 3512.846279 = -4472155.903535
  nChanged 3646
		SP:Iteration 7F (116203.620000 sec): 3 clusters
  Score: Raw -4478989.913895 + Penalty 3512.846279 = -4475477.067617
  nChanged 2840
		SP:Iteration 8F (116204.130000 sec): 3 clusters
  Score: Raw -4481685.450496 + Penalty 3512.846279 = -4478172.604218
  nChanged 1661
		SP:Iteration 9Q (116204.640000 sec): 3 clusters
  Score: Raw -4483240.664987 + Penalty 3512.846279 = -4479727.818708
  nChanged 801
		SP:Iteration 10Q (116205.100000 sec): 3 clusters
  Score: Raw -4483968.726738 + Penalty 3512.846279 = -4480455.880459
  nChanged 330
		SP:Iteration 11Q (116205.580000 sec): 3 clusters
  Score: Raw -4484285.179233 + Penalty 3512.846279 = -4480772.332954
  nChanged 156
		SP:Iteration 12Q (116206.070000 sec): 3 clusters
  Score: Raw -4484436.544052 + Penalty 3512.846279 = -4480923.697773
  nChanged 79
		SP:Iteration 13Q (116206.540000 sec): 3 clusters
  Score: Raw -4484516.514537 + Penalty 3512.846279 = -4481003.668258
  nChanged 57
		SP:Iteration 14Q (116207.020000 sec): 3 clusters
  Score: Raw -4484587.721874 + Penalty 3512.846279 = -4481074.875595
  nChanged 41
		SP:Iteration 15Q (116207.500000 sec): 3 clusters
  Score: Raw -4484621.711503 + Penalty 3512.846279 = -4481108.865224
  nChanged 24
		SP:Iteration 16Q (116207.980000 sec): 3 clusters
  Score: Raw -4484639.433895 + Penalty 3512.846279 = -4481126.587616
  nChanged 15
		SP:Iteration 17Q (116208.460000 sec): 3 clusters
  Score: Raw -4484652.706324 + Penalty 3512.846279 = -4481139.860046
  nChanged 9
		SP:Iteration 18Q (116208.940000 sec): 3 clusters
  Score: Raw -4484659.430931 + Penalty 3512.846279 = -4481146.584652
  nChanged 3
		SP:Iteration 19Q (116209.420000 sec): 3 clusters
  Score: Raw -4484661.458098 + Penalty 3512.846279 = -4481148.611819
  nChanged 3
		SP:Iteration 20F (116209.890000 sec): 3 clusters
  Score: Raw -4484664.513888 + Penalty 3512.846279 = -4481151.667610
  nChanged 5
		SP:Iteration 21Q (116210.370000 sec): 3 clusters
  Score: Raw -4484668.006092 + Penalty 3512.846279 = -4481155.159813
  nChanged 3
		SP:Iteration 22Q (116210.850000 sec): 3 clusters
  Score: Raw -4484668.808172 + Penalty 3512.846279 = -4481155.961893
  nChanged 3
		SP:Iteration 23Q (116211.330000 sec): 3 clusters
  Score: Raw -4484670.041728 + Penalty 3512.846279 = -4481157.195449
  nChanged 4
		SP:Iteration 24Q (116211.810000 sec): 3 clusters
  Score: Raw -4484672.874437 + Penalty 3512.846279 = -4481160.028158
  nChanged 6
		SP:Iteration 25Q (116212.290000 sec): 3 clusters
  Score: Raw -4484676.727431 + Penalty 3512.846279 = -4481163.881152
  nChanged 6
		SP:Iteration 26Q (116212.770000 sec): 3 clusters
  Score: Raw -4484679.864078 + Penalty 3512.846279 = -4481167.017800
  nChanged 4
		SP:Iteration 27Q (116213.250000 sec): 3 clusters
  Score: Raw -4484681.730105 + Penalty 3512.846279 = -4481168.883826
  nChanged 5
		SP:Iteration 28Q (116213.730000 sec): 3 clusters
  Score: Raw -4484684.590869 + Penalty 3512.846279 = -4481171.744591
  nChanged 2
		SP:Iteration 29Q (116214.210000 sec): 3 clusters
  Score: Raw -4484685.396881 + Penalty 3512.846279 = -4481172.550602
  nChanged 1
		SP:Iteration 30Q (116214.700000 sec): 3 clusters
  Score: Raw -4484686.296695 + Penalty 3512.846279 = -4481173.450416
  nChanged 1
		SP:Iteration 31Q (116215.170000 sec): 3 clusters
  Score: Raw -4484686.955351 + Penalty 3512.846279 = -4481174.109073
  nChanged 0
		SP:Iteration 32F (116215.640000 sec): 3 clusters
  Score: Raw -4484686.955351 + Penalty 3512.846279 = -4481174.109073
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 17 (681 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (116215.690000 sec): 2 clusters
  Score: Raw -48089.761436 + Penalty 1060.078875 = -47029.682562
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (116215.700000 sec): 3 clusters
  Score: Raw -47968.707381 + Penalty 2120.157749 = -45848.549631
  nChanged 174
		SP:Iteration 1F (116215.720000 sec): 3 clusters
  Score: Raw -48199.440357 + Penalty 2120.157749 = -46079.282607
  nChanged 56
		SP:Iteration 2F (116215.730000 sec): 3 clusters
  Score: Raw -48301.109262 + Penalty 2120.157749 = -46180.951512
  nChanged 36
		SP:Iteration 3F (116215.750000 sec): 3 clusters
  Score: Raw -48390.634350 + Penalty 2120.157749 = -46270.476601
  nChanged 22
		SP:Iteration 4Q (116215.770000 sec): 3 clusters
  Score: Raw -48440.893536 + Penalty 2120.157749 = -46320.735786
  nChanged 14
		SP:Iteration 5Q (116215.790000 sec): 3 clusters
  Score: Raw -48477.006822 + Penalty 2120.157749 = -46356.849072
  nChanged 15
		SP:Iteration 6Q (116215.800000 sec): 3 clusters
  Score: Raw -48506.410184 + Penalty 2120.157749 = -46386.252435
  nChanged 13
		SP:Iteration 7Q (116215.820000 sec): 3 clusters
  Score: Raw -48528.072583 + Penalty 2120.157749 = -46407.914833
  nChanged 8
		SP:Iteration 8Q (116215.840000 sec): 3 clusters
  Score: Raw -48543.457697 + Penalty 2120.157749 = -46423.299947
  nChanged 12
		SP:Iteration 9Q (116215.850000 sec): 3 clusters
  Score: Raw -48569.220292 + Penalty 2120.157749 = -46449.062542
  nChanged 7
		SP:Iteration 10Q (116215.860000 sec): 3 clusters
  Score: Raw -48584.467466 + Penalty 2120.157749 = -46464.309717
  nChanged 5
		SP:Iteration 11Q (116215.880000 sec): 3 clusters
  Score: Raw -48591.039174 + Penalty 2120.157749 = -46470.881424
  nChanged 5
		SP:Iteration 12Q (116215.890000 sec): 3 clusters
  Score: Raw -48598.351656 + Penalty 2120.157749 = -46478.193907
  nChanged 2
		SP:Iteration 13Q (116215.900000 sec): 3 clusters
  Score: Raw -48604.884015 + Penalty 2120.157749 = -46484.726266
  nChanged 1
		SP:Iteration 14Q (116215.920000 sec): 3 clusters
  Score: Raw -48607.919943 + Penalty 2120.157749 = -46487.762194
  nChanged 0
		SP:Iteration 15F (116215.930000 sec): 3 clusters
  Score: Raw -48607.919943 + Penalty 2120.157749 = -46487.762194
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 18 (1282 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (116215.980000 sec): 2 clusters
  Score: Raw -96481.002130 + Penalty 1162.878704 = -95318.123426
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (116216.010000 sec): 3 clusters
  Score: Raw -96031.142342 + Penalty 2325.757407 = -93705.384935
  nChanged 406
		SP:Iteration 1F (116216.040000 sec): 3 clusters
  Score: Raw -96388.022865 + Penalty 2325.757407 = -94062.265457
  nChanged 119
		SP:Iteration 2F (116216.060000 sec): 3 clusters
  Score: Raw -96526.259491 + Penalty 2325.757407 = -94200.502084
  nChanged 73
		SP:Iteration 3F (116216.080000 sec): 3 clusters
  Score: Raw -96596.373741 + Penalty 2325.757407 = -94270.616334
  nChanged 43
		SP:Iteration 4Q (116216.110000 sec): 3 clusters
  Score: Raw -96644.640601 + Penalty 2325.757407 = -94318.883193
  nChanged 31
		SP:Iteration 5Q (116216.140000 sec): 3 clusters
  Score: Raw -96682.159492 + Penalty 2325.757407 = -94356.402085
  nChanged 36
		SP:Iteration 6Q (116216.160000 sec): 3 clusters
  Score: Raw -96728.859363 + Penalty 2325.757407 = -94403.101956
  nChanged 29
		SP:Iteration 7Q (116216.180000 sec): 3 clusters
  Score: Raw -96763.829499 + Penalty 2325.757407 = -94438.072092
  nChanged 32
		SP:Iteration 8Q (116216.210000 sec): 3 clusters
  Score: Raw -96809.918062 + Penalty 2325.757407 = -94484.160655
  nChanged 32
		SP:Iteration 9Q (116216.240000 sec): 3 clusters
  Score: Raw -96850.610399 + Penalty 2325.757407 = -94524.852991
  nChanged 29
		SP:Iteration 10Q (116216.260000 sec): 3 clusters
  Score: Raw -96884.082160 + Penalty 2325.757407 = -94558.324753
  nChanged 29
		SP:Iteration 11Q (116216.280000 sec): 3 clusters
  Score: Raw -96914.153569 + Penalty 2325.757407 = -94588.396162
  nChanged 14
		SP:Iteration 12Q (116216.310000 sec): 3 clusters
  Score: Raw -96939.489097 + Penalty 2325.757407 = -94613.731690
  nChanged 23
		SP:Iteration 13Q (116216.330000 sec): 3 clusters
  Score: Raw -96965.742958 + Penalty 2325.757407 = -94639.985551
  nChanged 20
		SP:Iteration 14Q (116216.360000 sec): 3 clusters
  Score: Raw -96989.912081 + Penalty 2325.757407 = -94664.154674
  nChanged 25
		SP:Iteration 15Q (116216.380000 sec): 3 clusters
  Score: Raw -97015.551233 + Penalty 2325.757407 = -94689.793826
  nChanged 21
		SP:Iteration 16Q (116216.410000 sec): 3 clusters
  Score: Raw -97034.428008 + Penalty 2325.757407 = -94708.670601
  nChanged 18
		SP:Iteration 17Q (116216.430000 sec): 3 clusters
  Score: Raw -97048.158457 + Penalty 2325.757407 = -94722.401050
  nChanged 11
		SP:Iteration 18Q (116216.460000 sec): 3 clusters
  Score: Raw -97060.540152 + Penalty 2325.757407 = -94734.782745
  nChanged 12
		SP:Iteration 19Q (116216.480000 sec): 3 clusters
  Score: Raw -97068.552206 + Penalty 2325.757407 = -94742.794799
  nChanged 8
		SP:Iteration 20F (116216.500000 sec): 3 clusters
  Score: Raw -97077.483332 + Penalty 2325.757407 = -94751.725925
  nChanged 5
		SP:Iteration 21Q (116216.530000 sec): 3 clusters
  Score: Raw -97084.941589 + Penalty 2325.757407 = -94759.184182
  nChanged 4
		SP:Iteration 22Q (116216.550000 sec): 3 clusters
  Score: Raw -97088.585899 + Penalty 2325.757407 = -94762.828491
  nChanged 9
		SP:Iteration 23Q (116216.580000 sec): 3 clusters
  Score: Raw -97095.197169 + Penalty 2325.757407 = -94769.439762
  nChanged 12
		SP:Iteration 24Q (116216.600000 sec): 3 clusters
  Score: Raw -97105.129366 + Penalty 2325.757407 = -94779.371959
  nChanged 12
		SP:Iteration 25Q (116216.630000 sec): 3 clusters
  Score: Raw -97112.581988 + Penalty 2325.757407 = -94786.824581
  nChanged 7
		SP:Iteration 26Q (116216.650000 sec): 3 clusters
  Score: Raw -97115.679127 + Penalty 2325.757407 = -94789.921720
  nChanged 6
		SP:Iteration 27Q (116216.680000 sec): 3 clusters
  Score: Raw -97119.369290 + Penalty 2325.757407 = -94793.611882
  nChanged 5
		SP:Iteration 28Q (116216.700000 sec): 3 clusters
  Score: Raw -97123.909309 + Penalty 2325.757407 = -94798.151902
  nChanged 2
		SP:Iteration 29Q (116216.720000 sec): 3 clusters
  Score: Raw -97124.970329 + Penalty 2325.757407 = -94799.212922
  nChanged 2
		SP:Iteration 30Q (116216.750000 sec): 3 clusters
  Score: Raw -97126.121081 + Penalty 2325.757407 = -94800.363673
  nChanged 0
		SP:Iteration 31F (116216.770000 sec): 3 clusters
  Score: Raw -97126.121081 + Penalty 2325.757407 = -94800.363673
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 19 (4819 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (116216.850000 sec): 2 clusters
  Score: Raw -437294.169244 + Penalty 1378.052279 = -435916.116965
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (116216.950000 sec): 3 clusters
  Score: Raw -434747.188651 + Penalty 2756.104558 = -431991.084093
  nChanged 1919
		SP:Iteration 1F (116217.030000 sec): 3 clusters
  Score: Raw -435825.358535 + Penalty 2756.104558 = -433069.253977
  nChanged 371
		SP:Iteration 2F (116217.120000 sec): 3 clusters
  Score: Raw -436026.557176 + Penalty 2756.104558 = -433270.452619
  nChanged 253
		SP:Iteration 3F (116217.210000 sec): 3 clusters
  Score: Raw -436159.690874 + Penalty 2756.104558 = -433403.586316
  nChanged 195
		SP:Iteration 4Q (116217.300000 sec): 3 clusters
  Score: Raw -436239.266005 + Penalty 2756.104558 = -433483.161447
  nChanged 155
		SP:Iteration 5Q (116217.390000 sec): 3 clusters
  Score: Raw -436317.924043 + Penalty 2756.104558 = -433561.819485
  nChanged 142
		SP:Iteration 6Q (116217.480000 sec): 3 clusters
  Score: Raw -436401.849352 + Penalty 2756.104558 = -433645.744794
  nChanged 141
		SP:Iteration 7Q (116217.570000 sec): 3 clusters
  Score: Raw -436493.189038 + Penalty 2756.104558 = -433737.084480
  nChanged 130
		SP:Iteration 8Q (116217.660000 sec): 3 clusters
  Score: Raw -436575.788792 + Penalty 2756.104558 = -433819.684234
  nChanged 141
		SP:Iteration 9Q (116217.750000 sec): 3 clusters
  Score: Raw -436668.704410 + Penalty 2756.104558 = -433912.599852
  nChanged 148
		SP:Iteration 10Q (116217.850000 sec): 3 clusters
  Score: Raw -436762.821063 + Penalty 2756.104558 = -434006.716505
  nChanged 151
		SP:Iteration 11Q (116217.930000 sec): 3 clusters
  Score: Raw -436857.761242 + Penalty 2756.104558 = -434101.656684
  nChanged 150
		SP:Iteration 12Q (116218.030000 sec): 3 clusters
  Score: Raw -436943.563725 + Penalty 2756.104558 = -434187.459167
  nChanged 143
		SP:Iteration 13Q (116218.110000 sec): 3 clusters
  Score: Raw -437023.195372 + Penalty 2756.104558 = -434267.090815
  nChanged 118
		SP:Iteration 14Q (116218.210000 sec): 3 clusters
  Score: Raw -437089.771688 + Penalty 2756.104558 = -434333.667130
  nChanged 114
		SP:Iteration 15Q (116218.290000 sec): 3 clusters
  Score: Raw -437156.361161 + Penalty 2756.104558 = -434400.256603
  nChanged 110
		SP:Iteration 16Q (116218.380000 sec): 3 clusters
  Score: Raw -437211.621501 + Penalty 2756.104558 = -434455.516944
  nChanged 79
		SP:Iteration 17Q (116218.470000 sec): 3 clusters
  Score: Raw -437248.330903 + Penalty 2756.104558 = -434492.226345
  nChanged 65
		SP:Iteration 18Q (116218.560000 sec): 3 clusters
  Score: Raw -437280.096653 + Penalty 2756.104558 = -434523.992095
  nChanged 66
		SP:Iteration 19Q (116218.650000 sec): 3 clusters
  Score: Raw -437310.408255 + Penalty 2756.104558 = -434554.303697
  nChanged 60
		SP:Iteration 20F (116218.730000 sec): 3 clusters
  Score: Raw -437342.126032 + Penalty 2756.104558 = -434586.021474
  nChanged 61
		SP:Iteration 21Q (116218.830000 sec): 3 clusters
  Score: Raw -437372.726831 + Penalty 2756.104558 = -434616.622273
  nChanged 77
		SP:Iteration 22Q (116218.910000 sec): 3 clusters
  Score: Raw -437415.469158 + Penalty 2756.104558 = -434659.364600
  nChanged 70
		SP:Iteration 23Q (116219.000000 sec): 3 clusters
  Score: Raw -437449.836961 + Penalty 2756.104558 = -434693.732403
  nChanged 60
		SP:Iteration 24Q (116219.090000 sec): 3 clusters
  Score: Raw -437472.430898 + Penalty 2756.104558 = -434716.326341
  nChanged 52
		SP:Iteration 25Q (116219.180000 sec): 3 clusters
  Score: Raw -437490.792145 + Penalty 2756.104558 = -434734.687587
  nChanged 45
		SP:Iteration 26Q (116219.270000 sec): 3 clusters
  Score: Raw -437503.960106 + Penalty 2756.104558 = -434747.855548
  nChanged 25
		SP:Iteration 27Q (116219.360000 sec): 3 clusters
  Score: Raw -437511.217104 + Penalty 2756.104558 = -434755.112546
  nChanged 23
		SP:Iteration 28Q (116219.450000 sec): 3 clusters
  Score: Raw -437517.915913 + Penalty 2756.104558 = -434761.811355
  nChanged 24
		SP:Iteration 29Q (116219.530000 sec): 3 clusters
  Score: Raw -437524.241570 + Penalty 2756.104558 = -434768.137012
  nChanged 22
		SP:Iteration 30Q (116219.620000 sec): 3 clusters
  Score: Raw -437531.706448 + Penalty 2756.104558 = -434775.601890
  nChanged 29
		SP:Iteration 31Q (116219.710000 sec): 3 clusters
  Score: Raw -437541.229081 + Penalty 2756.104558 = -434785.124523
  nChanged 28
		SP:Iteration 32Q (116219.800000 sec): 3 clusters
  Score: Raw -437549.437542 + Penalty 2756.104558 = -434793.332984
  nChanged 15
		SP:Iteration 33Q (116219.890000 sec): 3 clusters
  Score: Raw -437553.578159 + Penalty 2756.104558 = -434797.473601
  nChanged 12
		SP:Iteration 34Q (116219.970000 sec): 3 clusters
  Score: Raw -437556.243692 + Penalty 2756.104558 = -434800.139134
  nChanged 11
		SP:Iteration 35Q (116220.060000 sec): 3 clusters
  Score: Raw -437558.822385 + Penalty 2756.104558 = -434802.717827
  nChanged 11
		SP:Iteration 36Q (116220.150000 sec): 3 clusters
  Score: Raw -437560.774271 + Penalty 2756.104558 = -434804.669713
  nChanged 14
		SP:Iteration 37Q (116220.240000 sec): 3 clusters
  Score: Raw -437564.458011 + Penalty 2756.104558 = -434808.353453
  nChanged 13
		SP:Iteration 38Q (116220.330000 sec): 3 clusters
  Score: Raw -437568.429982 + Penalty 2756.104558 = -434812.325424
  nChanged 13
		SP:Iteration 39Q (116220.420000 sec): 3 clusters
  Score: Raw -437572.806923 + Penalty 2756.104558 = -434816.702365
  nChanged 12
		SP:Iteration 40F (116220.510000 sec): 3 clusters
  Score: Raw -437575.496355 + Penalty 2756.104558 = -434819.391797
  nChanged 11
		SP:Iteration 41Q (116220.590000 sec): 3 clusters
  Score: Raw -437578.183418 + Penalty 2756.104558 = -434822.078860
  nChanged 11
		SP:Iteration 42Q (116220.680000 sec): 3 clusters
  Score: Raw -437581.492845 + Penalty 2756.104558 = -434825.388287
  nChanged 13
		SP:Iteration 43Q (116220.770000 sec): 3 clusters
  Score: Raw -437585.406395 + Penalty 2756.104558 = -434829.301837
  nChanged 16
		SP:Iteration 44Q (116220.860000 sec): 3 clusters
  Score: Raw -437590.721595 + Penalty 2756.104558 = -434834.617037
  nChanged 20
		SP:Iteration 45Q (116220.950000 sec): 3 clusters
  Score: Raw -437597.937318 + Penalty 2756.104558 = -434841.832760
  nChanged 16
		SP:Iteration 46Q (116221.040000 sec): 3 clusters
  Score: Raw -437603.499162 + Penalty 2756.104558 = -434847.394604
  nChanged 19
		SP:Iteration 47Q (116221.130000 sec): 3 clusters
  Score: Raw -437608.607516 + Penalty 2756.104558 = -434852.502958
  nChanged 12
		SP:Iteration 48Q (116221.210000 sec): 3 clusters
  Score: Raw -437612.171511 + Penalty 2756.104558 = -434856.066953
  nChanged 12
		SP:Iteration 49Q (116221.310000 sec): 3 clusters
  Score: Raw -437615.423345 + Penalty 2756.104558 = -434859.318787
  nChanged 17
		SP:Iteration 50Q (116221.390000 sec): 3 clusters
  Score: Raw -437620.164994 + Penalty 2756.104558 = -434864.060436
  nChanged 12
		SP:Iteration 51Q (116221.480000 sec): 3 clusters
  Score: Raw -437623.493032 + Penalty 2756.104558 = -434867.388474
  nChanged 18
		SP:Iteration 52Q (116221.570000 sec): 3 clusters
  Score: Raw -437628.403207 + Penalty 2756.104558 = -434872.298649
  nChanged 21
		SP:Iteration 53Q (116221.660000 sec): 3 clusters
  Score: Raw -437633.510050 + Penalty 2756.104558 = -434877.405492
  nChanged 14
		SP:Iteration 54Q (116221.750000 sec): 3 clusters
  Score: Raw -437637.482920 + Penalty 2756.104558 = -434881.378362
  nChanged 21
		SP:Iteration 55Q (116221.830000 sec): 3 clusters
  Score: Raw -437644.669215 + Penalty 2756.104558 = -434888.564657
  nChanged 21
		SP:Iteration 56Q (116221.920000 sec): 3 clusters
  Score: Raw -437651.787606 + Penalty 2756.104558 = -434895.683048
  nChanged 17
		SP:Iteration 57Q (116222.010000 sec): 3 clusters
  Score: Raw -437656.435101 + Penalty 2756.104558 = -434900.330543
  nChanged 15
		SP:Iteration 58Q (116222.100000 sec): 3 clusters
  Score: Raw -437660.655011 + Penalty 2756.104558 = -434904.550453
  nChanged 13
		SP:Iteration 59Q (116222.190000 sec): 3 clusters
  Score: Raw -437664.155269 + Penalty 2756.104558 = -434908.050711
  nChanged 5
		SP:Iteration 60F (116222.270000 sec): 3 clusters
  Score: Raw -437665.424383 + Penalty 2756.104558 = -434909.319825
  nChanged 4
		SP:Iteration 61Q (116222.360000 sec): 3 clusters
  Score: Raw -437666.522758 + Penalty 2756.104558 = -434910.418200
  nChanged 5
		SP:Iteration 62Q (116222.450000 sec): 3 clusters
  Score: Raw -437667.541963 + Penalty 2756.104558 = -434911.437405
  nChanged 3
		SP:Iteration 63Q (116222.540000 sec): 3 clusters
  Score: Raw -437667.917281 + Penalty 2756.104558 = -434911.812723
  nChanged 4
		SP:Iteration 64Q (116222.630000 sec): 3 clusters
  Score: Raw -437669.058302 + Penalty 2756.104558 = -434912.953744
  nChanged 3
		SP:Iteration 65Q (116222.720000 sec): 3 clusters
  Score: Raw -437669.628078 + Penalty 2756.104558 = -434913.523520
  nChanged 0
		SP:Iteration 66F (116222.810000 sec): 3 clusters
  Score: Raw -437669.628078 + Penalty 2756.104558 = -434913.523520
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 20 (4189 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (116222.880000 sec): 2 clusters
  Score: Raw -354366.084711 + Penalty 1355.285315 = -353010.799397
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (116222.960000 sec): 3 clusters
  Score: Raw -352257.429637 + Penalty 2710.570629 = -349546.859008
  nChanged 1669
		SP:Iteration 1F (116223.040000 sec): 3 clusters
  Score: Raw -353188.773437 + Penalty 2710.570629 = -350478.202808
  nChanged 301
		SP:Iteration 2F (116223.120000 sec): 3 clusters
  Score: Raw -353393.073159 + Penalty 2710.570629 = -350682.502530
  nChanged 259
		SP:Iteration 3F (116223.200000 sec): 3 clusters
  Score: Raw -353571.276083 + Penalty 2710.570629 = -350860.705453
  nChanged 225
		SP:Iteration 4F (116223.270000 sec): 3 clusters
  Score: Raw -353724.250604 + Penalty 2710.570629 = -351013.679975
  nChanged 226
		SP:Iteration 5F (116223.350000 sec): 3 clusters
  Score: Raw -353876.699829 + Penalty 2710.570629 = -351166.129200
  nChanged 188
		SP:Iteration 6Q (116223.430000 sec): 3 clusters
  Score: Raw -354009.551313 + Penalty 2710.570629 = -351298.980684
  nChanged 185
		SP:Iteration 7Q (116223.510000 sec): 3 clusters
  Score: Raw -354134.444740 + Penalty 2710.570629 = -351423.874110
  nChanged 150
		SP:Iteration 8Q (116223.590000 sec): 3 clusters
  Score: Raw -354224.574762 + Penalty 2710.570629 = -351514.004133
  nChanged 105
		SP:Iteration 9Q (116223.670000 sec): 3 clusters
  Score: Raw -354279.103996 + Penalty 2710.570629 = -351568.533366
  nChanged 78
		SP:Iteration 10Q (116223.750000 sec): 3 clusters
  Score: Raw -354318.511385 + Penalty 2710.570629 = -351607.940755
  nChanged 83
		SP:Iteration 11Q (116223.830000 sec): 3 clusters
  Score: Raw -354353.999549 + Penalty 2710.570629 = -351643.428920
  nChanged 67
		SP:Iteration 12Q (116223.910000 sec): 3 clusters
  Score: Raw -354388.075884 + Penalty 2710.570629 = -351677.505255
  nChanged 54
		SP:Iteration 13Q (116223.990000 sec): 3 clusters
  Score: Raw -354410.885438 + Penalty 2710.570629 = -351700.314809
  nChanged 54
		SP:Iteration 14Q (116224.070000 sec): 3 clusters
  Score: Raw -354429.236625 + Penalty 2710.570629 = -351718.665995
  nChanged 37
		SP:Iteration 15Q (116224.140000 sec): 3 clusters
  Score: Raw -354445.014820 + Penalty 2710.570629 = -351734.444190
  nChanged 35
		SP:Iteration 16Q (116224.220000 sec): 3 clusters
  Score: Raw -354459.447900 + Penalty 2710.570629 = -351748.877271
  nChanged 27
		SP:Iteration 17Q (116224.300000 sec): 3 clusters
  Score: Raw -354473.882755 + Penalty 2710.570629 = -351763.312125
  nChanged 35
		SP:Iteration 18Q (116224.380000 sec): 3 clusters
  Score: Raw -354485.720805 + Penalty 2710.570629 = -351775.150176
  nChanged 29
		SP:Iteration 19Q (116224.460000 sec): 3 clusters
  Score: Raw -354495.980574 + Penalty 2710.570629 = -351785.409945
  nChanged 24
		SP:Iteration 20F (116224.530000 sec): 3 clusters
  Score: Raw -354502.396140 + Penalty 2710.570629 = -351791.825511
  nChanged 17
		SP:Iteration 21Q (116224.610000 sec): 3 clusters
  Score: Raw -354507.644227 + Penalty 2710.570629 = -351797.073598
  nChanged 16
		SP:Iteration 22Q (116224.690000 sec): 3 clusters
  Score: Raw -354512.171787 + Penalty 2710.570629 = -351801.601158
  nChanged 14
		SP:Iteration 23Q (116224.770000 sec): 3 clusters
  Score: Raw -354515.472193 + Penalty 2710.570629 = -351804.901564
  nChanged 11
		SP:Iteration 24Q (116224.850000 sec): 3 clusters
  Score: Raw -354519.655857 + Penalty 2710.570629 = -351809.085228
  nChanged 19
		SP:Iteration 25Q (116224.930000 sec): 3 clusters
  Score: Raw -354526.090645 + Penalty 2710.570629 = -351815.520016
  nChanged 18
		SP:Iteration 26Q (116225.010000 sec): 3 clusters
  Score: Raw -354532.419951 + Penalty 2710.570629 = -351821.849322
  nChanged 14
		SP:Iteration 27Q (116225.090000 sec): 3 clusters
  Score: Raw -354538.076167 + Penalty 2710.570629 = -351827.505537
  nChanged 18
		SP:Iteration 28Q (116225.170000 sec): 3 clusters
  Score: Raw -354543.028494 + Penalty 2710.570629 = -351832.457865
  nChanged 11
		SP:Iteration 29Q (116225.250000 sec): 3 clusters
  Score: Raw -354545.808383 + Penalty 2710.570629 = -351835.237754
  nChanged 14
		SP:Iteration 30Q (116225.330000 sec): 3 clusters
  Score: Raw -354550.478553 + Penalty 2710.570629 = -351839.907923
  nChanged 14
		SP:Iteration 31Q (116225.400000 sec): 3 clusters
  Score: Raw -354555.571278 + Penalty 2710.570629 = -351845.000649
  nChanged 21
		SP:Iteration 32Q (116225.480000 sec): 3 clusters
  Score: Raw -354561.666597 + Penalty 2710.570629 = -351851.095968
  nChanged 23
		SP:Iteration 33Q (116225.560000 sec): 3 clusters
  Score: Raw -354568.840827 + Penalty 2710.570629 = -351858.270198
  nChanged 20
		SP:Iteration 34Q (116225.640000 sec): 3 clusters
  Score: Raw -354576.693879 + Penalty 2710.570629 = -351866.123250
  nChanged 25
		SP:Iteration 35Q (116225.710000 sec): 3 clusters
  Score: Raw -354585.613153 + Penalty 2710.570629 = -351875.042524
  nChanged 20
		SP:Iteration 36Q (116225.790000 sec): 3 clusters
  Score: Raw -354595.476932 + Penalty 2710.570629 = -351884.906302
  nChanged 19
		SP:Iteration 37Q (116225.870000 sec): 3 clusters
  Score: Raw -354603.535748 + Penalty 2710.570629 = -351892.965118
  nChanged 21
		SP:Iteration 38Q (116225.950000 sec): 3 clusters
  Score: Raw -354611.433694 + Penalty 2710.570629 = -351900.863065
  nChanged 15
		SP:Iteration 39Q (116226.030000 sec): 3 clusters
  Score: Raw -354615.561089 + Penalty 2710.570629 = -351904.990460
  nChanged 9
		SP:Iteration 40F (116226.110000 sec): 3 clusters
  Score: Raw -354617.921470 + Penalty 2710.570629 = -351907.350840
  nChanged 8
		SP:Iteration 41Q (116226.190000 sec): 3 clusters
  Score: Raw -354620.163363 + Penalty 2710.570629 = -351909.592734
  nChanged 12
		SP:Iteration 42Q (116226.260000 sec): 3 clusters
  Score: Raw -354624.851773 + Penalty 2710.570629 = -351914.281143
  nChanged 13
		SP:Iteration 43Q (116226.340000 sec): 3 clusters
  Score: Raw -354629.672978 + Penalty 2710.570629 = -351919.102349
  nChanged 13
		SP:Iteration 44Q (116226.420000 sec): 3 clusters
  Score: Raw -354635.838421 + Penalty 2710.570629 = -351925.267791
  nChanged 19
		SP:Iteration 45Q (116226.490000 sec): 3 clusters
  Score: Raw -354644.920304 + Penalty 2710.570629 = -351934.349675
  nChanged 19
		SP:Iteration 46Q (116226.570000 sec): 3 clusters
  Score: Raw -354652.556176 + Penalty 2710.570629 = -351941.985547
  nChanged 10
		SP:Iteration 47Q (116226.650000 sec): 3 clusters
  Score: Raw -354656.427639 + Penalty 2710.570629 = -351945.857010
  nChanged 9
		SP:Iteration 48Q (116226.730000 sec): 3 clusters
  Score: Raw -354659.191369 + Penalty 2710.570629 = -351948.620740
  nChanged 5
		SP:Iteration 49Q (116226.800000 sec): 3 clusters
  Score: Raw -354661.007937 + Penalty 2710.570629 = -351950.437308
  nChanged 8
		SP:Iteration 50Q (116226.880000 sec): 3 clusters
  Score: Raw -354663.255413 + Penalty 2710.570629 = -351952.684783
  nChanged 5
		SP:Iteration 51Q (116226.950000 sec): 3 clusters
  Score: Raw -354665.585039 + Penalty 2710.570629 = -351955.014410
  nChanged 6
		SP:Iteration 52Q (116227.030000 sec): 3 clusters
  Score: Raw -354667.538272 + Penalty 2710.570629 = -351956.967643
  nChanged 7
		SP:Iteration 53Q (116227.110000 sec): 3 clusters
  Score: Raw -354671.118362 + Penalty 2710.570629 = -351960.547733
  nChanged 5
		SP:Iteration 54Q (116227.190000 sec): 3 clusters
  Score: Raw -354672.853866 + Penalty 2710.570629 = -351962.283236
  nChanged 0
		SP:Iteration 55F (116227.260000 sec): 3 clusters
  Score: Raw -354672.853866 + Penalty 2710.570629 = -351962.283236
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 21 (106494 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (116227.920000 sec): 2 clusters
  Score: Raw -9685191.773414 + Penalty 1881.074638 = -9683310.698776
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (116228.930000 sec): 3 clusters
  Score: Raw -9615887.603731 + Penalty 3762.149275 = -9612125.454456
  nChanged 50864
		SP:Iteration 1F (116229.900000 sec): 3 clusters
  Score: Raw -9646315.843599 + Penalty 3762.149275 = -9642553.694323
  nChanged 3721
		SP:Iteration 2Q (116230.910000 sec): 3 clusters
  Score: Raw -9647403.094015 + Penalty 3762.149275 = -9643640.944739
  nChanged 3998
		SP:Iteration 3Q (116231.970000 sec): 3 clusters
  Score: Raw -9648750.149244 + Penalty 3762.149275 = -9644987.999968
  nChanged 4440
		SP:Iteration 4Q (116233.030000 sec): 3 clusters
  Score: Raw -9650553.240970 + Penalty 3762.149275 = -9646791.091695
  nChanged 5304
		SP:Iteration 5Q (116234.040000 sec): 3 clusters
  Score: Raw -9653153.055183 + Penalty 3762.149275 = -9649390.905908
  nChanged 6302
		SP:Iteration 6F (116235.040000 sec): 3 clusters
  Score: Raw -9656980.736030 + Penalty 3762.149275 = -9653218.586755
  nChanged 7297
		SP:Iteration 7F (116235.990000 sec): 3 clusters
  Score: Raw -9662187.779013 + Penalty 3762.149275 = -9658425.629738
  nChanged 7531
		SP:Iteration 8F (116236.940000 sec): 3 clusters
  Score: Raw -9668280.841699 + Penalty 3762.149275 = -9664518.692423
  nChanged 6847
		SP:Iteration 9F (116237.910000 sec): 3 clusters
  Score: Raw -9674167.922736 + Penalty 3762.149275 = -9670405.773460
  nChanged 5131
		SP:Iteration 10Q (116238.900000 sec): 3 clusters
  Score: Raw -9678588.307100 + Penalty 3762.149275 = -9674826.157825
  nChanged 3315
		SP:Iteration 11Q (116239.820000 sec): 3 clusters
  Score: Raw -9681400.003299 + Penalty 3762.149275 = -9677637.854024
  nChanged 2023
		SP:Iteration 12Q (116240.750000 sec): 3 clusters
  Score: Raw -9683083.715067 + Penalty 3762.149275 = -9679321.565792
  nChanged 1223
		SP:Iteration 13Q (116241.670000 sec): 3 clusters
  Score: Raw -9684080.784071 + Penalty 3762.149275 = -9680318.634796
  nChanged 709
		SP:Iteration 14Q (116242.550000 sec): 3 clusters
  Score: Raw -9684662.376531 + Penalty 3762.149275 = -9680900.227256
  nChanged 509
		SP:Iteration 15Q (116243.380000 sec): 3 clusters
  Score: Raw -9685056.110429 + Penalty 3762.149275 = -9681293.961153
  nChanged 366
		SP:Iteration 16Q (116244.200000 sec): 3 clusters
  Score: Raw -9685286.647002 + Penalty 3762.149275 = -9681524.497727
  nChanged 273
		SP:Iteration 17Q (116245.030000 sec): 3 clusters
  Score: Raw -9685454.747662 + Penalty 3762.149275 = -9681692.598386
  nChanged 232
		SP:Iteration 18Q (116245.860000 sec): 3 clusters
  Score: Raw -9685582.878671 + Penalty 3762.149275 = -9681820.729396
  nChanged 176
		SP:Iteration 19Q (116246.680000 sec): 3 clusters
  Score: Raw -9685659.374698 + Penalty 3762.149275 = -9681897.225423
  nChanged 141
		SP:Iteration 20F (116247.610000 sec): 3 clusters
  Score: Raw -9685716.592862 + Penalty 3762.149275 = -9681954.443587
  nChanged 102
		SP:Iteration 21Q (116248.460000 sec): 3 clusters
  Score: Raw -9685752.074612 + Penalty 3762.149275 = -9681989.925337
  nChanged 105
		SP:Iteration 22Q (116249.310000 sec): 3 clusters
  Score: Raw -9685783.400466 + Penalty 3762.149275 = -9682021.251191
  nChanged 86
		SP:Iteration 23Q (116250.130000 sec): 3 clusters
  Score: Raw -9685807.054526 + Penalty 3762.149275 = -9682044.905251
  nChanged 59
		SP:Iteration 24Q (116250.950000 sec): 3 clusters
  Score: Raw -9685822.871284 + Penalty 3762.149275 = -9682060.722008
  nChanged 54
		SP:Iteration 25Q (116251.800000 sec): 3 clusters
  Score: Raw -9685838.493780 + Penalty 3762.149275 = -9682076.344505
  nChanged 44
		SP:Iteration 26Q (116252.630000 sec): 3 clusters
  Score: Raw -9685847.323716 + Penalty 3762.149275 = -9682085.174441
  nChanged 35
		SP:Iteration 27Q (116253.440000 sec): 3 clusters
  Score: Raw -9685853.669122 + Penalty 3762.149275 = -9682091.519846
  nChanged 37
		SP:Iteration 28Q (116254.290000 sec): 3 clusters
  Score: Raw -9685860.648763 + Penalty 3762.149275 = -9682098.499488
  nChanged 23
		SP:Iteration 29Q (116255.110000 sec): 3 clusters
  Score: Raw -9685863.546541 + Penalty 3762.149275 = -9682101.397265
  nChanged 9
		SP:Iteration 30Q (116255.960000 sec): 3 clusters
  Score: Raw -9685864.834127 + Penalty 3762.149275 = -9682102.684851
  nChanged 11
		SP:Iteration 31Q (116256.780000 sec): 3 clusters
  Score: Raw -9685866.910595 + Penalty 3762.149275 = -9682104.761319
  nChanged 12
		SP:Iteration 32Q (116257.630000 sec): 3 clusters
  Score: Raw -9685868.530936 + Penalty 3762.149275 = -9682106.381661
  nChanged 5
		SP:Iteration 33Q (116258.450000 sec): 3 clusters
  Score: Raw -9685869.174154 + Penalty 3762.149275 = -9682107.024878
  nChanged 5
		SP:Iteration 34Q (116259.300000 sec): 3 clusters
  Score: Raw -9685869.803559 + Penalty 3762.149275 = -9682107.654284
  nChanged 3
		SP:Iteration 35Q (116260.120000 sec): 3 clusters
  Score: Raw -9685870.053950 + Penalty 3762.149275 = -9682107.904674
  nChanged 2
		SP:Iteration 36Q (116260.940000 sec): 3 clusters
  Score: Raw -9685870.359579 + Penalty 3762.149275 = -9682108.210304
  nChanged 3
		SP:Iteration 37Q (116261.790000 sec): 3 clusters
  Score: Raw -9685870.612667 + Penalty 3762.149275 = -9682108.463391
  nChanged 2
		SP:Iteration 38Q (116262.610000 sec): 3 clusters
  Score: Raw -9685870.761999 + Penalty 3762.149275 = -9682108.612724
  nChanged 1
		SP:Iteration 39Q (116263.450000 sec): 3 clusters
  Score: Raw -9685870.850596 + Penalty 3762.149275 = -9682108.701321
  nChanged 1
		SP:Iteration 40F (116264.380000 sec): 3 clusters
  Score: Raw -9685870.911082 + Penalty 3762.149275 = -9682108.761807
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 22 (3157 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (116264.430000 sec): 2 clusters
  Score: Raw -287595.744308 + Penalty 1309.323842 = -286286.420466
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (116264.520000 sec): 3 clusters
  Score: Raw -286103.885740 + Penalty 2618.647684 = -283485.238056
  nChanged 1173
		SP:Iteration 1F (116264.600000 sec): 3 clusters
  Score: Raw -286762.717297 + Penalty 2618.647684 = -284144.069613
  nChanged 245
		SP:Iteration 2F (116264.660000 sec): 3 clusters
  Score: Raw -286935.424100 + Penalty 2618.647684 = -284316.776416
  nChanged 204
		SP:Iteration 3F (116264.720000 sec): 3 clusters
  Score: Raw -287100.032000 + Penalty 2618.647684 = -284481.384316
  nChanged 183
		SP:Iteration 4F (116264.780000 sec): 3 clusters
  Score: Raw -287219.510423 + Penalty 2618.647684 = -284600.862739
  nChanged 121
		SP:Iteration 5Q (116264.840000 sec): 3 clusters
  Score: Raw -287294.956483 + Penalty 2618.647684 = -284676.308799
  nChanged 106
		SP:Iteration 6Q (116264.900000 sec): 3 clusters
  Score: Raw -287359.312156 + Penalty 2618.647684 = -284740.664472
  nChanged 93
		SP:Iteration 7Q (116264.960000 sec): 3 clusters
  Score: Raw -287410.918331 + Penalty 2618.647684 = -284792.270647
  nChanged 87
		SP:Iteration 8Q (116265.020000 sec): 3 clusters
  Score: Raw -287459.153437 + Penalty 2618.647684 = -284840.505753
  nChanged 67
		SP:Iteration 9Q (116265.080000 sec): 3 clusters
  Score: Raw -287493.773968 + Penalty 2618.647684 = -284875.126284
  nChanged 49
		SP:Iteration 10Q (116265.140000 sec): 3 clusters
  Score: Raw -287513.717257 + Penalty 2618.647684 = -284895.069573
  nChanged 34
		SP:Iteration 11Q (116265.200000 sec): 3 clusters
  Score: Raw -287526.846194 + Penalty 2618.647684 = -284908.198510
  nChanged 28
		SP:Iteration 12Q (116265.260000 sec): 3 clusters
  Score: Raw -287537.410948 + Penalty 2618.647684 = -284918.763264
  nChanged 30
		SP:Iteration 13Q (116265.330000 sec): 3 clusters
  Score: Raw -287547.259254 + Penalty 2618.647684 = -284928.611570
  nChanged 21
		SP:Iteration 14Q (116265.390000 sec): 3 clusters
  Score: Raw -287554.653481 + Penalty 2618.647684 = -284936.005797
  nChanged 24
		SP:Iteration 15Q (116265.450000 sec): 3 clusters
  Score: Raw -287561.270090 + Penalty 2618.647684 = -284942.622406
  nChanged 12
		SP:Iteration 16Q (116265.510000 sec): 3 clusters
  Score: Raw -287565.458485 + Penalty 2618.647684 = -284946.810802
  nChanged 10
		SP:Iteration 17Q (116265.570000 sec): 3 clusters
  Score: Raw -287568.594531 + Penalty 2618.647684 = -284949.946848
  nChanged 9
		SP:Iteration 18Q (116265.630000 sec): 3 clusters
  Score: Raw -287573.584519 + Penalty 2618.647684 = -284954.936836
  nChanged 17
		SP:Iteration 19Q (116265.690000 sec): 3 clusters
  Score: Raw -287579.584458 + Penalty 2618.647684 = -284960.936775
  nChanged 13
		SP:Iteration 20F (116265.750000 sec): 3 clusters
  Score: Raw -287584.275675 + Penalty 2618.647684 = -284965.627991
  nChanged 13
		SP:Iteration 21Q (116265.810000 sec): 3 clusters
  Score: Raw -287590.053205 + Penalty 2618.647684 = -284971.405521
  nChanged 13
		SP:Iteration 22Q (116265.870000 sec): 3 clusters
  Score: Raw -287596.055836 + Penalty 2618.647684 = -284977.408152
  nChanged 17
		SP:Iteration 23Q (116265.930000 sec): 3 clusters
  Score: Raw -287601.667095 + Penalty 2618.647684 = -284983.019411
  nChanged 12
		SP:Iteration 24Q (116265.990000 sec): 3 clusters
  Score: Raw -287604.722486 + Penalty 2618.647684 = -284986.074802
  nChanged 9
		SP:Iteration 25Q (116266.050000 sec): 3 clusters
  Score: Raw -287607.437973 + Penalty 2618.647684 = -284988.790289
  nChanged 5
		SP:Iteration 26Q (116266.110000 sec): 3 clusters
  Score: Raw -287608.336932 + Penalty 2618.647684 = -284989.689248
  nChanged 4
		SP:Iteration 27Q (116266.170000 sec): 3 clusters
  Score: Raw -287609.073254 + Penalty 2618.647684 = -284990.425571
  nChanged 1
		SP:Iteration 28Q (116266.230000 sec): 3 clusters
  Score: Raw -287609.269665 + Penalty 2618.647684 = -284990.621982
  nChanged 3
		SP:Iteration 29Q (116266.290000 sec): 3 clusters
  Score: Raw -287610.047363 + Penalty 2618.647684 = -284991.399680
  nChanged 0
		SP:Iteration 30F (116266.350000 sec): 3 clusters
  Score: Raw -287610.047363 + Penalty 2618.647684 = -284991.399680
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 23 (10270 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (116266.460000 sec): 2 clusters
  Score: Raw -851731.117062 + Penalty 1501.009624 = -850230.107438
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (116266.660000 sec): 3 clusters
  Score: Raw -845954.719989 + Penalty 3002.019248 = -842952.700741
  nChanged 4396
		SP:Iteration 1F (116266.800000 sec): 3 clusters
  Score: Raw -848344.389416 + Penalty 3002.019248 = -845342.370168
  nChanged 628
		SP:Iteration 2F (116266.940000 sec): 3 clusters
  Score: Raw -848659.486480 + Penalty 3002.019248 = -845657.467231
  nChanged 567
		SP:Iteration 3F (116267.100000 sec): 3 clusters
  Score: Raw -848965.914260 + Penalty 3002.019248 = -845963.895012
  nChanged 556
		SP:Iteration 4F (116267.280000 sec): 3 clusters
  Score: Raw -849282.557567 + Penalty 3002.019248 = -846280.538319
  nChanged 559
		SP:Iteration 5F (116267.430000 sec): 3 clusters
  Score: Raw -849650.462982 + Penalty 3002.019248 = -846648.443734
  nChanged 549
		SP:Iteration 6F (116267.590000 sec): 3 clusters
  Score: Raw -850054.309495 + Penalty 3002.019248 = -847052.290247
  nChanged 560
		SP:Iteration 7F (116267.750000 sec): 3 clusters
  Score: Raw -850493.272030 + Penalty 3002.019248 = -847491.252781
  nChanged 463
		SP:Iteration 8Q (116267.890000 sec): 3 clusters
  Score: Raw -850860.637143 + Penalty 3002.019248 = -847858.617895
  nChanged 362
		SP:Iteration 9Q (116268.060000 sec): 3 clusters
  Score: Raw -851150.169844 + Penalty 3002.019248 = -848148.150596
  nChanged 279
		SP:Iteration 10Q (116268.220000 sec): 3 clusters
  Score: Raw -851359.089244 + Penalty 3002.019248 = -848357.069995
  nChanged 217
		SP:Iteration 11Q (116268.360000 sec): 3 clusters
  Score: Raw -851516.394709 + Penalty 3002.019248 = -848514.375461
  nChanged 157
		SP:Iteration 12Q (116268.510000 sec): 3 clusters
  Score: Raw -851637.597342 + Penalty 3002.019248 = -848635.578094
  nChanged 111
		SP:Iteration 13Q (116268.690000 sec): 3 clusters
  Score: Raw -851730.884639 + Penalty 3002.019248 = -848728.865390
  nChanged 88
		SP:Iteration 14Q (116268.830000 sec): 3 clusters
  Score: Raw -851801.915884 + Penalty 3002.019248 = -848799.896636
  nChanged 71
		SP:Iteration 15Q (116268.980000 sec): 3 clusters
  Score: Raw -851852.285923 + Penalty 3002.019248 = -848850.266674
  nChanged 50
		SP:Iteration 16Q (116269.150000 sec): 3 clusters
  Score: Raw -851885.849640 + Penalty 3002.019248 = -848883.830391
  nChanged 29
		SP:Iteration 17Q (116269.300000 sec): 3 clusters
  Score: Raw -851905.285700 + Penalty 3002.019248 = -848903.266451
  nChanged 21
		SP:Iteration 18Q (116269.430000 sec): 3 clusters
  Score: Raw -851918.336807 + Penalty 3002.019248 = -848916.317559
  nChanged 17
		SP:Iteration 19Q (116269.590000 sec): 3 clusters
  Score: Raw -851929.014711 + Penalty 3002.019248 = -848926.995462
  nChanged 10
		SP:Iteration 20F (116269.770000 sec): 3 clusters
  Score: Raw -851934.860723 + Penalty 3002.019248 = -848932.841474
  nChanged 10
		SP:Iteration 21Q (116269.900000 sec): 3 clusters
  Score: Raw -851942.037304 + Penalty 3002.019248 = -848940.018056
  nChanged 10
		SP:Iteration 22Q (116270.050000 sec): 3 clusters
  Score: Raw -851947.757472 + Penalty 3002.019248 = -848945.738223
  nChanged 5
		SP:Iteration 23Q (116270.240000 sec): 3 clusters
  Score: Raw -851949.391236 + Penalty 3002.019248 = -848947.371987
  nChanged 1
		SP:Iteration 24Q (116270.380000 sec): 3 clusters
  Score: Raw -851950.359175 + Penalty 3002.019248 = -848948.339927
  nChanged 0
		SP:Iteration 25F (116270.530000 sec): 3 clusters
  Score: Raw -851950.359175 + Penalty 3002.019248 = -848948.339927
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 24 (3961 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (116270.630000 sec): 2 clusters
  Score: Raw -276768.885051 + Penalty 1346.190917 = -275422.694133
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (116270.720000 sec): 3 clusters
  Score: Raw -274755.136363 + Penalty 2692.381834 = -272062.754529
  nChanged 1590
		SP:Iteration 1F (116270.790000 sec): 3 clusters
  Score: Raw -275905.045553 + Penalty 2692.381834 = -273212.663719
  nChanged 393
		SP:Iteration 2F (116270.870000 sec): 3 clusters
  Score: Raw -276259.926830 + Penalty 2692.381834 = -273567.544995
  nChanged 284
		SP:Iteration 3F (116270.940000 sec): 3 clusters
  Score: Raw -276472.706847 + Penalty 2692.381834 = -273780.325013
  nChanged 223
		SP:Iteration 4F (116271.010000 sec): 3 clusters
  Score: Raw -276621.166876 + Penalty 2692.381834 = -273928.785042
  nChanged 143
		SP:Iteration 5Q (116271.090000 sec): 3 clusters
  Score: Raw -276716.308997 + Penalty 2692.381834 = -274023.927163
  nChanged 113
		SP:Iteration 6Q (116271.160000 sec): 3 clusters
  Score: Raw -276775.027041 + Penalty 2692.381834 = -274082.645207
  nChanged 85
		SP:Iteration 7Q (116271.230000 sec): 3 clusters
  Score: Raw -276823.188426 + Penalty 2692.381834 = -274130.806592
  nChanged 84
		SP:Iteration 8Q (116271.310000 sec): 3 clusters
  Score: Raw -276873.481229 + Penalty 2692.381834 = -274181.099395
  nChanged 80
		SP:Iteration 9Q (116271.390000 sec): 3 clusters
  Score: Raw -276915.709439 + Penalty 2692.381834 = -274223.327605
  nChanged 65
		SP:Iteration 10Q (116271.460000 sec): 3 clusters
  Score: Raw -276947.609414 + Penalty 2692.381834 = -274255.227579
  nChanged 70
		SP:Iteration 11Q (116271.530000 sec): 3 clusters
  Score: Raw -276984.865355 + Penalty 2692.381834 = -274292.483521
  nChanged 62
		SP:Iteration 12Q (116271.610000 sec): 3 clusters
  Score: Raw -277019.128209 + Penalty 2692.381834 = -274326.746375
  nChanged 70
		SP:Iteration 13Q (116271.680000 sec): 3 clusters
  Score: Raw -277059.445016 + Penalty 2692.381834 = -274367.063181
  nChanged 73
		SP:Iteration 14Q (116271.760000 sec): 3 clusters
  Score: Raw -277091.902431 + Penalty 2692.381834 = -274399.520597
  nChanged 58
		SP:Iteration 15Q (116271.830000 sec): 3 clusters
  Score: Raw -277133.353889 + Penalty 2692.381834 = -274440.972054
  nChanged 80
		SP:Iteration 16Q (116271.910000 sec): 3 clusters
  Score: Raw -277179.496979 + Penalty 2692.381834 = -274487.115145
  nChanged 68
		SP:Iteration 17Q (116271.980000 sec): 3 clusters
  Score: Raw -277215.953270 + Penalty 2692.381834 = -274523.571436
  nChanged 49
		SP:Iteration 18Q (116272.050000 sec): 3 clusters
  Score: Raw -277240.630631 + Penalty 2692.381834 = -274548.248797
  nChanged 50
		SP:Iteration 19Q (116272.130000 sec): 3 clusters
  Score: Raw -277263.481133 + Penalty 2692.381834 = -274571.099299
  nChanged 48
		SP:Iteration 20F (116272.200000 sec): 3 clusters
  Score: Raw -277281.397450 + Penalty 2692.381834 = -274589.015616
  nChanged 35
		SP:Iteration 21Q (116272.280000 sec): 3 clusters
  Score: Raw -277294.119373 + Penalty 2692.381834 = -274601.737539
  nChanged 34
		SP:Iteration 22Q (116272.350000 sec): 3 clusters
  Score: Raw -277305.586799 + Penalty 2692.381834 = -274613.204964
  nChanged 31
		SP:Iteration 23Q (116272.430000 sec): 3 clusters
  Score: Raw -277314.879257 + Penalty 2692.381834 = -274622.497422
  nChanged 18
		SP:Iteration 24Q (116272.500000 sec): 3 clusters
  Score: Raw -277321.399951 + Penalty 2692.381834 = -274629.018117
  nChanged 18
		SP:Iteration 25Q (116272.570000 sec): 3 clusters
  Score: Raw -277327.204684 + Penalty 2692.381834 = -274634.822849
  nChanged 17
		SP:Iteration 26Q (116272.650000 sec): 3 clusters
  Score: Raw -277332.734311 + Penalty 2692.381834 = -274640.352476
  nChanged 16
		SP:Iteration 27Q (116272.720000 sec): 3 clusters
  Score: Raw -277338.566692 + Penalty 2692.381834 = -274646.184858
  nChanged 22
		SP:Iteration 28Q (116272.790000 sec): 3 clusters
  Score: Raw -277346.030076 + Penalty 2692.381834 = -274653.648242
  nChanged 21
		SP:Iteration 29Q (116272.870000 sec): 3 clusters
  Score: Raw -277351.868443 + Penalty 2692.381834 = -274659.486609
  nChanged 13
		SP:Iteration 30Q (116272.940000 sec): 3 clusters
  Score: Raw -277355.879294 + Penalty 2692.381834 = -274663.497460
  nChanged 15
		SP:Iteration 31Q (116273.010000 sec): 3 clusters
  Score: Raw -277360.291113 + Penalty 2692.381834 = -274667.909278
  nChanged 13
		SP:Iteration 32Q (116273.090000 sec): 3 clusters
  Score: Raw -277364.678729 + Penalty 2692.381834 = -274672.296895
  nChanged 12
		SP:Iteration 33Q (116273.160000 sec): 3 clusters
  Score: Raw -277368.029325 + Penalty 2692.381834 = -274675.647490
  nChanged 7
		SP:Iteration 34Q (116273.230000 sec): 3 clusters
  Score: Raw -277369.282434 + Penalty 2692.381834 = -274676.900600
  nChanged 8
		SP:Iteration 35Q (116273.310000 sec): 3 clusters
  Score: Raw -277372.023725 + Penalty 2692.381834 = -274679.641891
  nChanged 7
		SP:Iteration 36Q (116273.390000 sec): 3 clusters
  Score: Raw -277373.440603 + Penalty 2692.381834 = -274681.058769
  nChanged 7
		SP:Iteration 37Q (116273.460000 sec): 3 clusters
  Score: Raw -277374.707469 + Penalty 2692.381834 = -274682.325635
  nChanged 2
		SP:Iteration 38Q (116273.530000 sec): 3 clusters
  Score: Raw -277375.204729 + Penalty 2692.381834 = -274682.822895
  nChanged 5
		SP:Iteration 39Q (116273.610000 sec): 3 clusters
  Score: Raw -277376.340922 + Penalty 2692.381834 = -274683.959088
  nChanged 2
		SP:Iteration 40F (116273.680000 sec): 3 clusters
  Score: Raw -277376.605412 + Penalty 2692.381834 = -274684.223578
  nChanged 3
		SP:Iteration 41Q (116273.750000 sec): 3 clusters
  Score: Raw -277377.219486 + Penalty 2692.381834 = -274684.837652
  nChanged 1
		SP:Iteration 42Q (116273.830000 sec): 3 clusters
  Score: Raw -277377.390539 + Penalty 2692.381834 = -274685.008705
  nChanged 2
		SP:Iteration 43Q (116273.900000 sec): 3 clusters
  Score: Raw -277377.800272 + Penalty 2692.381834 = -274685.418438
  nChanged 1
		SP:Iteration 44Q (116273.980000 sec): 3 clusters
  Score: Raw -277377.855640 + Penalty 2692.381834 = -274685.473806
  nChanged 0
		SP:Iteration 45F (116274.050000 sec): 3 clusters
  Score: Raw -277377.855640 + Penalty 2692.381834 = -274685.473806
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 25 (4218 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (116274.130000 sec): 2 clusters
  Score: Raw -338260.121866 + Penalty 1356.406409 = -336903.715457
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (116274.210000 sec): 3 clusters
  Score: Raw -336099.430027 + Penalty 2712.812817 = -333386.617210
  nChanged 1667
		SP:Iteration 1F (116274.290000 sec): 3 clusters
  Score: Raw -337085.656197 + Penalty 2712.812817 = -334372.843380
  nChanged 354
		SP:Iteration 2F (116274.370000 sec): 3 clusters
  Score: Raw -337278.555792 + Penalty 2712.812817 = -334565.742975
  nChanged 230
		SP:Iteration 3F (116274.450000 sec): 3 clusters
  Score: Raw -337404.296970 + Penalty 2712.812817 = -334691.484152
  nChanged 177
		SP:Iteration 4Q (116274.530000 sec): 3 clusters
  Score: Raw -337483.593542 + Penalty 2712.812817 = -334770.780725
  nChanged 146
		SP:Iteration 5Q (116274.610000 sec): 3 clusters
  Score: Raw -337553.911724 + Penalty 2712.812817 = -334841.098907
  nChanged 141
		SP:Iteration 6Q (116274.690000 sec): 3 clusters
  Score: Raw -337628.908234 + Penalty 2712.812817 = -334916.095417
  nChanged 129
		SP:Iteration 7Q (116274.770000 sec): 3 clusters
  Score: Raw -337692.052514 + Penalty 2712.812817 = -334979.239696
  nChanged 121
		SP:Iteration 8Q (116274.850000 sec): 3 clusters
  Score: Raw -337743.041309 + Penalty 2712.812817 = -335030.228491
  nChanged 105
		SP:Iteration 9Q (116274.930000 sec): 3 clusters
  Score: Raw -337790.501676 + Penalty 2712.812817 = -335077.688858
  nChanged 94
		SP:Iteration 10Q (116275.010000 sec): 3 clusters
  Score: Raw -337839.563710 + Penalty 2712.812817 = -335126.750893
  nChanged 92
		SP:Iteration 11Q (116275.090000 sec): 3 clusters
  Score: Raw -337883.080610 + Penalty 2712.812817 = -335170.267792
  nChanged 89
		SP:Iteration 12Q (116275.170000 sec): 3 clusters
  Score: Raw -337929.544552 + Penalty 2712.812817 = -335216.731735
  nChanged 90
		SP:Iteration 13Q (116275.250000 sec): 3 clusters
  Score: Raw -337982.205509 + Penalty 2712.812817 = -335269.392692
  nChanged 88
		SP:Iteration 14Q (116275.330000 sec): 3 clusters
  Score: Raw -338034.407084 + Penalty 2712.812817 = -335321.594266
  nChanged 91
		SP:Iteration 15Q (116275.410000 sec): 3 clusters
  Score: Raw -338090.028981 + Penalty 2712.812817 = -335377.216164
  nChanged 92
		SP:Iteration 16Q (116275.490000 sec): 3 clusters
  Score: Raw -338157.648343 + Penalty 2712.812817 = -335444.835526
  nChanged 103
		SP:Iteration 17Q (116275.570000 sec): 3 clusters
  Score: Raw -338224.821282 + Penalty 2712.812817 = -335512.008465
  nChanged 96
		SP:Iteration 18Q (116275.650000 sec): 3 clusters
  Score: Raw -338279.911879 + Penalty 2712.812817 = -335567.099062
  nChanged 81
		SP:Iteration 19Q (116275.730000 sec): 3 clusters
  Score: Raw -338335.843395 + Penalty 2712.812817 = -335623.030578
  nChanged 71
		SP:Iteration 20F (116275.810000 sec): 3 clusters
  Score: Raw -338384.992537 + Penalty 2712.812817 = -335672.179719
  nChanged 57
		SP:Iteration 21Q (116275.890000 sec): 3 clusters
  Score: Raw -338418.738102 + Penalty 2712.812817 = -335705.925284
  nChanged 65
		SP:Iteration 22Q (116275.970000 sec): 3 clusters
  Score: Raw -338467.065087 + Penalty 2712.812817 = -335754.252270
  nChanged 62
		SP:Iteration 23Q (116276.040000 sec): 3 clusters
  Score: Raw -338521.296267 + Penalty 2712.812817 = -335808.483449
  nChanged 56
		SP:Iteration 24Q (116276.120000 sec): 3 clusters
  Score: Raw -338567.292719 + Penalty 2712.812817 = -335854.479902
  nChanged 51
		SP:Iteration 25Q (116276.190000 sec): 3 clusters
  Score: Raw -338604.261143 + Penalty 2712.812817 = -335891.448326
  nChanged 49
		SP:Iteration 26Q (116276.270000 sec): 3 clusters
  Score: Raw -338651.549305 + Penalty 2712.812817 = -335938.736488
  nChanged 47
		SP:Iteration 27Q (116276.350000 sec): 3 clusters
  Score: Raw -338699.269257 + Penalty 2712.812817 = -335986.456439
  nChanged 35
		SP:Iteration 28Q (116276.430000 sec): 3 clusters
  Score: Raw -338726.397127 + Penalty 2712.812817 = -336013.584309
  nChanged 19
		SP:Iteration 29Q (116276.500000 sec): 3 clusters
  Score: Raw -338753.321646 + Penalty 2712.812817 = -336040.508829
  nChanged 29
		SP:Iteration 30Q (116276.580000 sec): 3 clusters
  Score: Raw -338783.518905 + Penalty 2712.812817 = -336070.706088
  nChanged 33
		SP:Iteration 31Q (116276.650000 sec): 3 clusters
  Score: Raw -338808.977930 + Penalty 2712.812817 = -336096.165113
  nChanged 20
		SP:Iteration 32Q (116276.730000 sec): 3 clusters
  Score: Raw -338830.729065 + Penalty 2712.812817 = -336117.916248
  nChanged 19
		SP:Iteration 33Q (116276.810000 sec): 3 clusters
  Score: Raw -338849.091408 + Penalty 2712.812817 = -336136.278591
  nChanged 17
		SP:Iteration 34Q (116276.880000 sec): 3 clusters
  Score: Raw -338865.138157 + Penalty 2712.812817 = -336152.325340
  nChanged 21
		SP:Iteration 35Q (116276.950000 sec): 3 clusters
  Score: Raw -338880.217171 + Penalty 2712.812817 = -336167.404354
  nChanged 12
		SP:Iteration 36Q (116277.030000 sec): 3 clusters
  Score: Raw -338888.253603 + Penalty 2712.812817 = -336175.440785
  nChanged 11
		SP:Iteration 37Q (116277.110000 sec): 3 clusters
  Score: Raw -338894.299951 + Penalty 2712.812817 = -336181.487134
  nChanged 8
		SP:Iteration 38Q (116277.180000 sec): 3 clusters
  Score: Raw -338898.446377 + Penalty 2712.812817 = -336185.633560
  nChanged 4
		SP:Iteration 39Q (116277.260000 sec): 3 clusters
  Score: Raw -338901.031320 + Penalty 2712.812817 = -336188.218503
  nChanged 3
		SP:Iteration 40F (116277.340000 sec): 3 clusters
  Score: Raw -338903.191967 + Penalty 2712.812817 = -336190.379149
  nChanged 4
		SP:Iteration 41Q (116277.410000 sec): 3 clusters
  Score: Raw -338905.235563 + Penalty 2712.812817 = -336192.422746
  nChanged 4
		SP:Iteration 42Q (116277.490000 sec): 3 clusters
  Score: Raw -338907.243706 + Penalty 2712.812817 = -336194.430888
  nChanged 2
		SP:Iteration 43Q (116277.560000 sec): 3 clusters
  Score: Raw -338908.077024 + Penalty 2712.812817 = -336195.264207
  nChanged 2
		SP:Iteration 44Q (116277.640000 sec): 3 clusters
  Score: Raw -338909.018573 + Penalty 2712.812817 = -336196.205755
  nChanged 2
		SP:Iteration 45Q (116277.710000 sec): 3 clusters
  Score: Raw -338910.310089 + Penalty 2712.812817 = -336197.497271
  nChanged 1
		SP:Iteration 46Q (116277.790000 sec): 3 clusters
  Score: Raw -338910.933855 + Penalty 2712.812817 = -336198.121038
  nChanged 2
		SP:Iteration 47Q (116277.860000 sec): 3 clusters
  Score: Raw -338911.458495 + Penalty 2712.812817 = -336198.645678
  nChanged 0
		SP:Iteration 48F (116277.940000 sec): 3 clusters
  Score: Raw -338911.458495 + Penalty 2712.812817 = -336198.645678
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 26 (24856 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (116278.190000 sec): 2 clusters
  Score: Raw -2243488.037926 + Penalty 1644.638848 = -2241843.399078
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (116278.490000 sec): 3 clusters
  Score: Raw -2228141.201953 + Penalty 3289.277697 = -2224851.924257
  nChanged 11501
		SP:Iteration 1F (116278.820000 sec): 3 clusters
  Score: Raw -2234558.172919 + Penalty 3289.277697 = -2231268.895222
  nChanged 1172
		SP:Iteration 2Q (116279.130000 sec): 3 clusters
  Score: Raw -2234963.669893 + Penalty 3289.277697 = -2231674.392196
  nChanged 1169
		SP:Iteration 3Q (116279.430000 sec): 3 clusters
  Score: Raw -2235420.259205 + Penalty 3289.277697 = -2232130.981509
  nChanged 1234
		SP:Iteration 4Q (116279.760000 sec): 3 clusters
  Score: Raw -2235994.228617 + Penalty 3289.277697 = -2232704.950920
  nChanged 1433
		SP:Iteration 5F (116280.040000 sec): 3 clusters
  Score: Raw -2236799.860808 + Penalty 3289.277697 = -2233510.583111
  nChanged 1682
		SP:Iteration 6F (116280.320000 sec): 3 clusters
  Score: Raw -2237924.920809 + Penalty 3289.277697 = -2234635.643112
  nChanged 1740
		SP:Iteration 7F (116280.650000 sec): 3 clusters
  Score: Raw -2239288.495580 + Penalty 3289.277697 = -2235999.217883
  nChanged 1661
		SP:Iteration 8F (116280.950000 sec): 3 clusters
  Score: Raw -2240718.588154 + Penalty 3289.277697 = -2237429.310458
  nChanged 1361
		SP:Iteration 9F (116281.230000 sec): 3 clusters
  Score: Raw -2241967.016808 + Penalty 3289.277697 = -2238677.739111
  nChanged 858
		SP:Iteration 10Q (116281.520000 sec): 3 clusters
  Score: Raw -2242757.627284 + Penalty 3289.277697 = -2239468.349588
  nChanged 507
		SP:Iteration 11Q (116281.850000 sec): 3 clusters
  Score: Raw -2243252.423194 + Penalty 3289.277697 = -2239963.145498
  nChanged 264
		SP:Iteration 12Q (116282.140000 sec): 3 clusters
  Score: Raw -2243549.712524 + Penalty 3289.277697 = -2240260.434828
  nChanged 127
		SP:Iteration 13Q (116282.390000 sec): 3 clusters
  Score: Raw -2243687.825064 + Penalty 3289.277697 = -2240398.547368
  nChanged 81
		SP:Iteration 14Q (116282.650000 sec): 3 clusters
  Score: Raw -2243789.596390 + Penalty 3289.277697 = -2240500.318694
  nChanged 52
		SP:Iteration 15Q (116282.900000 sec): 3 clusters
  Score: Raw -2243850.845246 + Penalty 3289.277697 = -2240561.567549
  nChanged 38
		SP:Iteration 16Q (116283.150000 sec): 3 clusters
  Score: Raw -2243893.922197 + Penalty 3289.277697 = -2240604.644500
  nChanged 35
		SP:Iteration 17Q (116283.420000 sec): 3 clusters
  Score: Raw -2243926.349011 + Penalty 3289.277697 = -2240637.071314
  nChanged 24
		SP:Iteration 18Q (116283.670000 sec): 3 clusters
  Score: Raw -2243947.209205 + Penalty 3289.277697 = -2240657.931508
  nChanged 16
		SP:Iteration 19Q (116283.920000 sec): 3 clusters
  Score: Raw -2243960.559490 + Penalty 3289.277697 = -2240671.281793
  nChanged 15
		SP:Iteration 20F (116284.190000 sec): 3 clusters
  Score: Raw -2243971.757601 + Penalty 3289.277697 = -2240682.479905
  nChanged 12
		SP:Iteration 21Q (116284.450000 sec): 3 clusters
  Score: Raw -2243981.656509 + Penalty 3289.277697 = -2240692.378813
  nChanged 7
		SP:Iteration 22Q (116284.690000 sec): 3 clusters
  Score: Raw -2243985.693554 + Penalty 3289.277697 = -2240696.415857
  nChanged 6
		SP:Iteration 23Q (116284.970000 sec): 3 clusters
  Score: Raw -2243990.075645 + Penalty 3289.277697 = -2240700.797948
  nChanged 4
		SP:Iteration 24Q (116285.220000 sec): 3 clusters
  Score: Raw -2243992.898148 + Penalty 3289.277697 = -2240703.620452
  nChanged 5
		SP:Iteration 25Q (116285.470000 sec): 3 clusters
  Score: Raw -2243995.245991 + Penalty 3289.277697 = -2240705.968294
  nChanged 2
		SP:Iteration 26Q (116285.740000 sec): 3 clusters
  Score: Raw -2243996.301713 + Penalty 3289.277697 = -2240707.024016
  nChanged 1
		SP:Iteration 27Q (116285.990000 sec): 3 clusters
  Score: Raw -2243996.649886 + Penalty 3289.277697 = -2240707.372190
  nChanged 0
		SP:Iteration 28F (116286.270000 sec): 3 clusters
  Score: Raw -2243996.649886 + Penalty 3289.277697 = -2240707.372190
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 27 (3030 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (116286.330000 sec): 2 clusters
  Score: Raw -255170.399200 + Penalty 1302.651659 = -253867.747541
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (116286.410000 sec): 3 clusters
  Score: Raw -253687.093071 + Penalty 2605.303317 = -251081.789754
  nChanged 1154
		SP:Iteration 1F (116286.470000 sec): 3 clusters
  Score: Raw -254362.317278 + Penalty 2605.303317 = -251757.013961
  nChanged 271
		SP:Iteration 2F (116286.530000 sec): 3 clusters
  Score: Raw -254563.176901 + Penalty 2605.303317 = -251957.873584
  nChanged 184
		SP:Iteration 3F (116286.590000 sec): 3 clusters
  Score: Raw -254703.111796 + Penalty 2605.303317 = -252097.808479
  nChanged 139
		SP:Iteration 4Q (116286.650000 sec): 3 clusters
  Score: Raw -254796.764014 + Penalty 2605.303317 = -252191.460697
  nChanged 118
		SP:Iteration 5Q (116286.700000 sec): 3 clusters
  Score: Raw -254883.416705 + Penalty 2605.303317 = -252278.113388
  nChanged 97
		SP:Iteration 6Q (116286.760000 sec): 3 clusters
  Score: Raw -254958.226169 + Penalty 2605.303317 = -252352.922852
  nChanged 95
		SP:Iteration 7Q (116286.820000 sec): 3 clusters
  Score: Raw -255026.639063 + Penalty 2605.303317 = -252421.335746
  nChanged 98
		SP:Iteration 8Q (116286.870000 sec): 3 clusters
  Score: Raw -255099.112969 + Penalty 2605.303317 = -252493.809652
  nChanged 87
		SP:Iteration 9Q (116286.930000 sec): 3 clusters
  Score: Raw -255156.956557 + Penalty 2605.303317 = -252551.653240
  nChanged 72
		SP:Iteration 10Q (116286.990000 sec): 3 clusters
  Score: Raw -255205.167337 + Penalty 2605.303317 = -252599.864020
  nChanged 70
		SP:Iteration 11Q (116287.050000 sec): 3 clusters
  Score: Raw -255249.029902 + Penalty 2605.303317 = -252643.726585
  nChanged 64
		SP:Iteration 12Q (116287.110000 sec): 3 clusters
  Score: Raw -255282.832329 + Penalty 2605.303317 = -252677.529012
  nChanged 48
		SP:Iteration 13Q (116287.160000 sec): 3 clusters
  Score: Raw -255310.625434 + Penalty 2605.303317 = -252705.322117
  nChanged 45
		SP:Iteration 14Q (116287.220000 sec): 3 clusters
  Score: Raw -255328.352494 + Penalty 2605.303317 = -252723.049177
  nChanged 23
		SP:Iteration 15Q (116287.280000 sec): 3 clusters
  Score: Raw -255339.806879 + Penalty 2605.303317 = -252734.503562
  nChanged 19
		SP:Iteration 16Q (116287.330000 sec): 3 clusters
  Score: Raw -255348.829795 + Penalty 2605.303317 = -252743.526478
  nChanged 11
		SP:Iteration 17Q (116287.390000 sec): 3 clusters
  Score: Raw -255352.826203 + Penalty 2605.303317 = -252747.522886
  nChanged 13
		SP:Iteration 18Q (116287.450000 sec): 3 clusters
  Score: Raw -255357.789024 + Penalty 2605.303317 = -252752.485707
  nChanged 16
		SP:Iteration 19Q (116287.510000 sec): 3 clusters
  Score: Raw -255362.843843 + Penalty 2605.303317 = -252757.540526
  nChanged 11
		SP:Iteration 20F (116287.560000 sec): 3 clusters
  Score: Raw -255367.929451 + Penalty 2605.303317 = -252762.626134
  nChanged 14
		SP:Iteration 21Q (116287.620000 sec): 3 clusters
  Score: Raw -255372.843504 + Penalty 2605.303317 = -252767.540187
  nChanged 15
		SP:Iteration 22Q (116287.670000 sec): 3 clusters
  Score: Raw -255378.286337 + Penalty 2605.303317 = -252772.983020
  nChanged 12
		SP:Iteration 23Q (116287.730000 sec): 3 clusters
  Score: Raw -255382.771922 + Penalty 2605.303317 = -252777.468605
  nChanged 11
		SP:Iteration 24Q (116287.790000 sec): 3 clusters
  Score: Raw -255387.188886 + Penalty 2605.303317 = -252781.885569
  nChanged 9
		SP:Iteration 25Q (116287.850000 sec): 3 clusters
  Score: Raw -255390.734129 + Penalty 2605.303317 = -252785.430812
  nChanged 8
		SP:Iteration 26Q (116287.900000 sec): 3 clusters
  Score: Raw -255394.326319 + Penalty 2605.303317 = -252789.023002
  nChanged 6
		SP:Iteration 27Q (116287.960000 sec): 3 clusters
  Score: Raw -255396.292832 + Penalty 2605.303317 = -252790.989515
  nChanged 5
		SP:Iteration 28Q (116288.020000 sec): 3 clusters
  Score: Raw -255398.759044 + Penalty 2605.303317 = -252793.455727
  nChanged 7
		SP:Iteration 29Q (116288.070000 sec): 3 clusters
  Score: Raw -255400.812060 + Penalty 2605.303317 = -252795.508743
  nChanged 3
		SP:Iteration 30Q (116288.130000 sec): 3 clusters
  Score: Raw -255402.170271 + Penalty 2605.303317 = -252796.866954
  nChanged 5
		SP:Iteration 31Q (116288.190000 sec): 3 clusters
  Score: Raw -255403.507022 + Penalty 2605.303317 = -252798.203705
  nChanged 3
		SP:Iteration 32Q (116288.240000 sec): 3 clusters
  Score: Raw -255404.186071 + Penalty 2605.303317 = -252798.882754
  nChanged 3
		SP:Iteration 33Q (116288.300000 sec): 3 clusters
  Score: Raw -255405.454900 + Penalty 2605.303317 = -252800.151583
  nChanged 2
		SP:Iteration 34Q (116288.360000 sec): 3 clusters
  Score: Raw -255406.456200 + Penalty 2605.303317 = -252801.152883
  nChanged 3
		SP:Iteration 35Q (116288.410000 sec): 3 clusters
  Score: Raw -255407.347395 + Penalty 2605.303317 = -252802.044078
  nChanged 1
		SP:Iteration 36Q (116288.470000 sec): 3 clusters
  Score: Raw -255407.650695 + Penalty 2605.303317 = -252802.347378
  nChanged 0
		SP:Iteration 37F (116288.530000 sec): 3 clusters
  Score: Raw -255407.650695 + Penalty 2605.303317 = -252802.347378
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 28 (2742 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (116288.590000 sec): 2 clusters
  Score: Raw -247685.558357 + Penalty 1286.421965 = -246399.136392
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (116288.650000 sec): 3 clusters
  Score: Raw -246398.901677 + Penalty 2572.843930 = -243826.057747
  nChanged 1026
		SP:Iteration 1F (116288.700000 sec): 3 clusters
  Score: Raw -246987.366856 + Penalty 2572.843930 = -244414.522927
  nChanged 207
		SP:Iteration 2F (116288.750000 sec): 3 clusters
  Score: Raw -247106.836754 + Penalty 2572.843930 = -244533.992824
  nChanged 132
		SP:Iteration 3Q (116288.800000 sec): 3 clusters
  Score: Raw -247177.899623 + Penalty 2572.843930 = -244605.055694
  nChanged 80
		SP:Iteration 4Q (116288.850000 sec): 3 clusters
  Score: Raw -247218.324654 + Penalty 2572.843930 = -244645.480725
  nChanged 59
		SP:Iteration 5Q (116288.910000 sec): 3 clusters
  Score: Raw -247244.589664 + Penalty 2572.843930 = -244671.745735
  nChanged 46
		SP:Iteration 6Q (116288.960000 sec): 3 clusters
  Score: Raw -247261.344418 + Penalty 2572.843930 = -244688.500489
  nChanged 38
		SP:Iteration 7Q (116289.010000 sec): 3 clusters
  Score: Raw -247278.258683 + Penalty 2572.843930 = -244705.414754
  nChanged 38
		SP:Iteration 8Q (116289.060000 sec): 3 clusters
  Score: Raw -247291.277013 + Penalty 2572.843930 = -244718.433083
  nChanged 22
		SP:Iteration 9Q (116289.110000 sec): 3 clusters
  Score: Raw -247300.774356 + Penalty 2572.843930 = -244727.930426
  nChanged 26
		SP:Iteration 10Q (116289.170000 sec): 3 clusters
  Score: Raw -247310.528445 + Penalty 2572.843930 = -244737.684515
  nChanged 16
		SP:Iteration 11Q (116289.220000 sec): 3 clusters
  Score: Raw -247315.709488 + Penalty 2572.843930 = -244742.865559
  nChanged 9
		SP:Iteration 12Q (116289.270000 sec): 3 clusters
  Score: Raw -247320.095606 + Penalty 2572.843930 = -244747.251676
  nChanged 11
		SP:Iteration 13Q (116289.320000 sec): 3 clusters
  Score: Raw -247325.647351 + Penalty 2572.843930 = -244752.803422
  nChanged 14
		SP:Iteration 14Q (116289.370000 sec): 3 clusters
  Score: Raw -247330.851698 + Penalty 2572.843930 = -244758.007769
  nChanged 13
		SP:Iteration 15Q (116289.430000 sec): 3 clusters
  Score: Raw -247336.987020 + Penalty 2572.843930 = -244764.143090
  nChanged 14
		SP:Iteration 16Q (116289.480000 sec): 3 clusters
  Score: Raw -247340.685606 + Penalty 2572.843930 = -244767.841677
  nChanged 12
		SP:Iteration 17Q (116289.530000 sec): 3 clusters
  Score: Raw -247345.156815 + Penalty 2572.843930 = -244772.312886
  nChanged 15
		SP:Iteration 18Q (116289.580000 sec): 3 clusters
  Score: Raw -247350.079209 + Penalty 2572.843930 = -244777.235279
  nChanged 13
		SP:Iteration 19Q (116289.640000 sec): 3 clusters
  Score: Raw -247355.606230 + Penalty 2572.843930 = -244782.762301
  nChanged 22
		SP:Iteration 20F (116289.690000 sec): 3 clusters
  Score: Raw -247362.400079 + Penalty 2572.843930 = -244789.556149
  nChanged 20
		SP:Iteration 21Q (116289.740000 sec): 3 clusters
  Score: Raw -247368.930986 + Penalty 2572.843930 = -244796.087057
  nChanged 20
		SP:Iteration 22Q (116289.790000 sec): 3 clusters
  Score: Raw -247375.640077 + Penalty 2572.843930 = -244802.796147
  nChanged 25
		SP:Iteration 23Q (116289.850000 sec): 3 clusters
  Score: Raw -247384.092642 + Penalty 2572.843930 = -244811.248713
  nChanged 28
		SP:Iteration 24Q (116289.900000 sec): 3 clusters
  Score: Raw -247394.867797 + Penalty 2572.843930 = -244822.023868
  nChanged 26
		SP:Iteration 25Q (116289.950000 sec): 3 clusters
  Score: Raw -247404.142922 + Penalty 2572.843930 = -244831.298992
  nChanged 25
		SP:Iteration 26Q (116290.000000 sec): 3 clusters
  Score: Raw -247413.991212 + Penalty 2572.843930 = -244841.147282
  nChanged 34
		SP:Iteration 27Q (116290.050000 sec): 3 clusters
  Score: Raw -247429.829305 + Penalty 2572.843930 = -244856.985376
  nChanged 40
		SP:Iteration 28Q (116290.110000 sec): 3 clusters
  Score: Raw -247446.527955 + Penalty 2572.843930 = -244873.684025
  nChanged 38
		SP:Iteration 29Q (116290.160000 sec): 3 clusters
  Score: Raw -247463.766658 + Penalty 2572.843930 = -244890.922728
  nChanged 41
		SP:Iteration 30Q (116290.210000 sec): 3 clusters
  Score: Raw -247482.931693 + Penalty 2572.843930 = -244910.087764
  nChanged 34
		SP:Iteration 31Q (116290.270000 sec): 3 clusters
  Score: Raw -247498.368014 + Penalty 2572.843930 = -244925.524085
  nChanged 38
		SP:Iteration 32Q (116290.320000 sec): 3 clusters
  Score: Raw -247514.555782 + Penalty 2572.843930 = -244941.711853
  nChanged 40
		SP:Iteration 33Q (116290.370000 sec): 3 clusters
  Score: Raw -247534.638842 + Penalty 2572.843930 = -244961.794912
  nChanged 48
		SP:Iteration 34Q (116290.420000 sec): 3 clusters
  Score: Raw -247560.109670 + Penalty 2572.843930 = -244987.265740
  nChanged 36
		SP:Iteration 35Q (116290.470000 sec): 3 clusters
  Score: Raw -247577.586502 + Penalty 2572.843930 = -245004.742573
  nChanged 40
		SP:Iteration 36Q (116290.530000 sec): 3 clusters
  Score: Raw -247596.295718 + Penalty 2572.843930 = -245023.451789
  nChanged 46
		SP:Iteration 37Q (116290.580000 sec): 3 clusters
  Score: Raw -247622.241058 + Penalty 2572.843930 = -245049.397128
  nChanged 44
		SP:Iteration 38Q (116290.630000 sec): 3 clusters
  Score: Raw -247646.637405 + Penalty 2572.843930 = -245073.793475
  nChanged 36
		SP:Iteration 39Q (116290.690000 sec): 3 clusters
  Score: Raw -247665.227538 + Penalty 2572.843930 = -245092.383609
  nChanged 29
		SP:Iteration 40F (116290.730000 sec): 3 clusters
  Score: Raw -247682.002684 + Penalty 2572.843930 = -245109.158755
  nChanged 28
		SP:Iteration 41Q (116290.790000 sec): 3 clusters
  Score: Raw -247700.355570 + Penalty 2572.843930 = -245127.511641
  nChanged 21
		SP:Iteration 42Q (116290.840000 sec): 3 clusters
  Score: Raw -247713.184232 + Penalty 2572.843930 = -245140.340303
  nChanged 20
		SP:Iteration 43Q (116290.890000 sec): 3 clusters
  Score: Raw -247722.143604 + Penalty 2572.843930 = -245149.299675
  nChanged 14
		SP:Iteration 44Q (116290.940000 sec): 3 clusters
  Score: Raw -247731.096253 + Penalty 2572.843930 = -245158.252324
  nChanged 17
		SP:Iteration 45Q (116290.990000 sec): 3 clusters
  Score: Raw -247742.008130 + Penalty 2572.843930 = -245169.164200
  nChanged 18
		SP:Iteration 46Q (116291.050000 sec): 3 clusters
  Score: Raw -247752.629922 + Penalty 2572.843930 = -245179.785993
  nChanged 14
		SP:Iteration 47Q (116291.100000 sec): 3 clusters
  Score: Raw -247761.286060 + Penalty 2572.843930 = -245188.442130
  nChanged 11
		SP:Iteration 48Q (116291.150000 sec): 3 clusters
  Score: Raw -247769.463334 + Penalty 2572.843930 = -245196.619405
  nChanged 11
		SP:Iteration 49Q (116291.200000 sec): 3 clusters
  Score: Raw -247777.072513 + Penalty 2572.843930 = -245204.228583
  nChanged 10
		SP:Iteration 50Q (116291.250000 sec): 3 clusters
  Score: Raw -247783.511777 + Penalty 2572.843930 = -245210.667848
  nChanged 11
		SP:Iteration 51Q (116291.300000 sec): 3 clusters
  Score: Raw -247791.178096 + Penalty 2572.843930 = -245218.334167
  nChanged 12
		SP:Iteration 52Q (116291.350000 sec): 3 clusters
  Score: Raw -247797.864514 + Penalty 2572.843930 = -245225.020585
  nChanged 9
		SP:Iteration 53Q (116291.410000 sec): 3 clusters
  Score: Raw -247805.067828 + Penalty 2572.843930 = -245232.223898
  nChanged 15
		SP:Iteration 54Q (116291.450000 sec): 3 clusters
  Score: Raw -247816.227436 + Penalty 2572.843930 = -245243.383507
  nChanged 9
		SP:Iteration 55Q (116291.510000 sec): 3 clusters
  Score: Raw -247822.278464 + Penalty 2572.843930 = -245249.434534
  nChanged 6
		SP:Iteration 56Q (116291.560000 sec): 3 clusters
  Score: Raw -247826.554168 + Penalty 2572.843930 = -245253.710238
  nChanged 3
		SP:Iteration 57Q (116291.610000 sec): 3 clusters
  Score: Raw -247828.950455 + Penalty 2572.843930 = -245256.106525
  nChanged 3
		SP:Iteration 58Q (116291.660000 sec): 3 clusters
  Score: Raw -247831.217241 + Penalty 2572.843930 = -245258.373311
  nChanged 3
		SP:Iteration 59Q (116291.710000 sec): 3 clusters
  Score: Raw -247832.436537 + Penalty 2572.843930 = -245259.592608
  nChanged 1
		SP:Iteration 60F (116291.760000 sec): 3 clusters
  Score: Raw -247833.039983 + Penalty 2572.843930 = -245260.196054
  nChanged 1
		SP:Iteration 61Q (116291.810000 sec): 3 clusters
  Score: Raw -247834.030375 + Penalty 2572.843930 = -245261.186446
  nChanged 1
		SP:Iteration 62Q (116291.870000 sec): 3 clusters
  Score: Raw -247834.970770 + Penalty 2572.843930 = -245262.126841
  nChanged 0
		SP:Iteration 63F (116291.920000 sec): 3 clusters
  Score: Raw -247834.970770 + Penalty 2572.843930 = -245262.126841
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 29 (19351 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (116292.100000 sec): 2 clusters
  Score: Raw -1759232.673464 + Penalty 1603.956149 = -1757628.717316
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (116292.440000 sec): 3 clusters
  Score: Raw -1747626.793588 + Penalty 3207.912297 = -1744418.881291
  nChanged 8701
		SP:Iteration 1F (116292.670000 sec): 3 clusters
  Score: Raw -1752226.508329 + Penalty 3207.912297 = -1749018.596032
  nChanged 973
		SP:Iteration 2F (116292.930000 sec): 3 clusters
  Score: Raw -1752534.739122 + Penalty 3207.912297 = -1749326.826824
  nChanged 841
		SP:Iteration 3Q (116293.190000 sec): 3 clusters
  Score: Raw -1752801.078276 + Penalty 3207.912297 = -1749593.165979
  nChanged 789
		SP:Iteration 4Q (116293.430000 sec): 3 clusters
  Score: Raw -1753061.528339 + Penalty 3207.912297 = -1749853.616042
  nChanged 740
		SP:Iteration 5Q (116293.710000 sec): 3 clusters
  Score: Raw -1753317.830277 + Penalty 3207.912297 = -1750109.917979
  nChanged 750
		SP:Iteration 6Q (116293.970000 sec): 3 clusters
  Score: Raw -1753607.680114 + Penalty 3207.912297 = -1750399.767817
  nChanged 817
		SP:Iteration 7Q (116294.210000 sec): 3 clusters
  Score: Raw -1753963.509178 + Penalty 3207.912297 = -1750755.596880
  nChanged 898
		SP:Iteration 8Q (116294.480000 sec): 3 clusters
  Score: Raw -1754439.534703 + Penalty 3207.912297 = -1751231.622405
  nChanged 1026
		SP:Iteration 9F (116294.730000 sec): 3 clusters
  Score: Raw -1755066.685347 + Penalty 3207.912297 = -1751858.773050
  nChanged 1141
		SP:Iteration 10F (116294.960000 sec): 3 clusters
  Score: Raw -1755911.877487 + Penalty 3207.912297 = -1752703.965190
  nChanged 1162
		SP:Iteration 11F (116295.240000 sec): 3 clusters
  Score: Raw -1756871.308821 + Penalty 3207.912297 = -1753663.396524
  nChanged 1015
		SP:Iteration 12F (116295.490000 sec): 3 clusters
  Score: Raw -1757742.157270 + Penalty 3207.912297 = -1754534.244973
  nChanged 786
		SP:Iteration 13Q (116295.720000 sec): 3 clusters
  Score: Raw -1758422.401340 + Penalty 3207.912297 = -1755214.489043
  nChanged 473
		SP:Iteration 14Q (116295.960000 sec): 3 clusters
  Score: Raw -1758837.372771 + Penalty 3207.912297 = -1755629.460474
  nChanged 290
		SP:Iteration 15Q (116296.180000 sec): 3 clusters
  Score: Raw -1759088.622419 + Penalty 3207.912297 = -1755880.710122
  nChanged 153
		SP:Iteration 16Q (116296.410000 sec): 3 clusters
  Score: Raw -1759220.071419 + Penalty 3207.912297 = -1756012.159121
  nChanged 81
		SP:Iteration 17Q (116296.650000 sec): 3 clusters
  Score: Raw -1759305.706155 + Penalty 3207.912297 = -1756097.793857
  nChanged 53
		SP:Iteration 18Q (116296.880000 sec): 3 clusters
  Score: Raw -1759352.966738 + Penalty 3207.912297 = -1756145.054441
  nChanged 27
		SP:Iteration 19Q (116297.120000 sec): 3 clusters
  Score: Raw -1759374.166975 + Penalty 3207.912297 = -1756166.254678
  nChanged 15
		SP:Iteration 20F (116297.370000 sec): 3 clusters
  Score: Raw -1759391.910460 + Penalty 3207.912297 = -1756183.998163
  nChanged 19
		SP:Iteration 21Q (116297.600000 sec): 3 clusters
  Score: Raw -1759408.785096 + Penalty 3207.912297 = -1756200.872799
  nChanged 15
		SP:Iteration 22Q (116297.830000 sec): 3 clusters
  Score: Raw -1759424.844896 + Penalty 3207.912297 = -1756216.932599
  nChanged 9
		SP:Iteration 23Q (116298.070000 sec): 3 clusters
  Score: Raw -1759434.223422 + Penalty 3207.912297 = -1756226.311125
  nChanged 7
		SP:Iteration 24Q (116298.300000 sec): 3 clusters
  Score: Raw -1759442.295839 + Penalty 3207.912297 = -1756234.383542
  nChanged 8
		SP:Iteration 25Q (116298.540000 sec): 3 clusters
  Score: Raw -1759449.766959 + Penalty 3207.912297 = -1756241.854662
  nChanged 1
		SP:Iteration 26Q (116298.770000 sec): 3 clusters
  Score: Raw -1759450.619233 + Penalty 3207.912297 = -1756242.706935
  nChanged 0
		SP:Iteration 27F (116299.000000 sec): 3 clusters
  Score: Raw -1759450.619233 + Penalty 3207.912297 = -1756242.706935
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 30 (929 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (116299.050000 sec): 2 clusters
  Score: Raw -61746.352237 + Penalty 1110.542670 = -60635.809567
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (116299.070000 sec): 3 clusters
  Score: Raw -61502.600770 + Penalty 2221.085340 = -59281.515430
  nChanged 274
		SP:Iteration 1F (116299.090000 sec): 3 clusters
  Score: Raw -61807.007482 + Penalty 2221.085340 = -59585.922142
  nChanged 99
		SP:Iteration 2F (116299.110000 sec): 3 clusters
  Score: Raw -61993.040789 + Penalty 2221.085340 = -59771.955449
  nChanged 76
		SP:Iteration 3F (116299.130000 sec): 3 clusters
  Score: Raw -62139.174657 + Penalty 2221.085340 = -59918.089317
  nChanged 51
		SP:Iteration 4F (116299.150000 sec): 3 clusters
  Score: Raw -62219.041585 + Penalty 2221.085340 = -59997.956245
  nChanged 23
		SP:Iteration 5Q (116299.170000 sec): 3 clusters
  Score: Raw -62258.201562 + Penalty 2221.085340 = -60037.116222
  nChanged 20
		SP:Iteration 6Q (116299.190000 sec): 3 clusters
  Score: Raw -62298.894208 + Penalty 2221.085340 = -60077.808867
  nChanged 20
		SP:Iteration 7Q (116299.210000 sec): 3 clusters
  Score: Raw -62333.224869 + Penalty 2221.085340 = -60112.139529
  nChanged 8
		SP:Iteration 8Q (116299.220000 sec): 3 clusters
  Score: Raw -62341.625993 + Penalty 2221.085340 = -60120.540653
  nChanged 4
		SP:Iteration 9Q (116299.240000 sec): 3 clusters
  Score: Raw -62344.117701 + Penalty 2221.085340 = -60123.032361
  nChanged 1
		SP:Iteration 10Q (116299.260000 sec): 3 clusters
  Score: Raw -62344.364343 + Penalty 2221.085340 = -60123.279003
  nChanged 0
		SP:Iteration 11F (116299.280000 sec): 3 clusters
  Score: Raw -62344.364343 + Penalty 2221.085340 = -60123.279003
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 31 (516 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (116299.310000 sec): 2 clusters
  Score: Raw -47699.621489 + Penalty 1014.992349 = -46684.629140
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (116299.320000 sec): 3 clusters
  Score: Raw -47612.030357 + Penalty 2029.984699 = -45582.045658
  nChanged 123
		SP:Iteration 1F (116299.330000 sec): 3 clusters
  Score: Raw -47758.366078 + Penalty 2029.984699 = -45728.381380
  nChanged 25
		SP:Iteration 2Q (116299.350000 sec): 3 clusters
  Score: Raw -47810.711340 + Penalty 2029.984699 = -45780.726641
  nChanged 15
		SP:Iteration 3Q (116299.350000 sec): 3 clusters
  Score: Raw -47835.256194 + Penalty 2029.984699 = -45805.271495
  nChanged 6
		SP:Iteration 4Q (116299.370000 sec): 3 clusters
  Score: Raw -47846.185943 + Penalty 2029.984699 = -45816.201245
  nChanged 6
		SP:Iteration 5Q (116299.380000 sec): 3 clusters
  Score: Raw -47854.303800 + Penalty 2029.984699 = -45824.319101
  nChanged 8
		SP:Iteration 6Q (116299.390000 sec): 3 clusters
  Score: Raw -47870.210455 + Penalty 2029.984699 = -45840.225756
  nChanged 7
		SP:Iteration 7Q (116299.400000 sec): 3 clusters
  Score: Raw -47880.790512 + Penalty 2029.984699 = -45850.805813
  nChanged 5
		SP:Iteration 8Q (116299.410000 sec): 3 clusters
  Score: Raw -47887.004412 + Penalty 2029.984699 = -45857.019714
  nChanged 3
		SP:Iteration 9Q (116299.420000 sec): 3 clusters
  Score: Raw -47889.808658 + Penalty 2029.984699 = -45859.823959
  nChanged 3
		SP:Iteration 10Q (116299.430000 sec): 3 clusters
  Score: Raw -47892.574025 + Penalty 2029.984699 = -45862.589326
  nChanged 5
		SP:Iteration 11Q (116299.440000 sec): 3 clusters
  Score: Raw -47896.292164 + Penalty 2029.984699 = -45866.307465
  nChanged 5
		SP:Iteration 12Q (116299.450000 sec): 3 clusters
  Score: Raw -47902.492649 + Penalty 2029.984699 = -45872.507950
  nChanged 0
		SP:Iteration 13F (116299.470000 sec): 3 clusters
  Score: Raw -47902.492649 + Penalty 2029.984699 = -45872.507950
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 32 (6223 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (116299.550000 sec): 2 clusters
  Score: Raw -562867.822339 + Penalty 1419.601200 = -561448.221139
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (116299.670000 sec): 3 clusters
  Score: Raw -559553.099090 + Penalty 2839.202400 = -556713.896690
  nChanged 2569
		SP:Iteration 1F (116299.780000 sec): 3 clusters
  Score: Raw -561042.191196 + Penalty 2839.202400 = -558202.988796
  nChanged 524
		SP:Iteration 2F (116299.880000 sec): 3 clusters
  Score: Raw -561380.697783 + Penalty 2839.202400 = -558541.495383
  nChanged 406
		SP:Iteration 3F (116299.990000 sec): 3 clusters
  Score: Raw -561651.071989 + Penalty 2839.202400 = -558811.869589
  nChanged 348
		SP:Iteration 4F (116300.090000 sec): 3 clusters
  Score: Raw -561886.727908 + Penalty 2839.202400 = -559047.525508
  nChanged 292
		SP:Iteration 5Q (116300.190000 sec): 3 clusters
  Score: Raw -562110.191404 + Penalty 2839.202400 = -559270.989004
  nChanged 284
		SP:Iteration 6Q (116300.300000 sec): 3 clusters
  Score: Raw -562331.111286 + Penalty 2839.202400 = -559491.908886
  nChanged 253
		SP:Iteration 7Q (116300.410000 sec): 3 clusters
  Score: Raw -562511.723858 + Penalty 2839.202400 = -559672.521458
  nChanged 210
		SP:Iteration 8Q (116300.510000 sec): 3 clusters
  Score: Raw -562644.928713 + Penalty 2839.202400 = -559805.726313
  nChanged 207
		SP:Iteration 9Q (116300.620000 sec): 3 clusters
  Score: Raw -562776.770751 + Penalty 2839.202400 = -559937.568351
  nChanged 189
		SP:Iteration 10Q (116300.710000 sec): 3 clusters
  Score: Raw -562909.094638 + Penalty 2839.202400 = -560069.892238
  nChanged 198
		SP:Iteration 11Q (116300.820000 sec): 3 clusters
  Score: Raw -563034.566725 + Penalty 2839.202400 = -560195.364325
  nChanged 176
		SP:Iteration 12Q (116300.920000 sec): 3 clusters
  Score: Raw -563132.678982 + Penalty 2839.202400 = -560293.476582
  nChanged 147
		SP:Iteration 13Q (116301.030000 sec): 3 clusters
  Score: Raw -563203.181447 + Penalty 2839.202400 = -560363.979047
  nChanged 123
		SP:Iteration 14Q (116301.130000 sec): 3 clusters
  Score: Raw -563256.364323 + Penalty 2839.202400 = -560417.161923
  nChanged 86
		SP:Iteration 15Q (116301.230000 sec): 3 clusters
  Score: Raw -563290.909241 + Penalty 2839.202400 = -560451.706841
  nChanged 81
		SP:Iteration 16Q (116301.340000 sec): 3 clusters
  Score: Raw -563319.416576 + Penalty 2839.202400 = -560480.214176
  nChanged 62
		SP:Iteration 17Q (116301.440000 sec): 3 clusters
  Score: Raw -563341.223203 + Penalty 2839.202400 = -560502.020803
  nChanged 51
		SP:Iteration 18Q (116301.540000 sec): 3 clusters
  Score: Raw -563353.508112 + Penalty 2839.202400 = -560514.305712
  nChanged 32
		SP:Iteration 19Q (116301.650000 sec): 3 clusters
  Score: Raw -563360.615579 + Penalty 2839.202400 = -560521.413179
  nChanged 17
		SP:Iteration 20F (116301.750000 sec): 3 clusters
  Score: Raw -563363.883307 + Penalty 2839.202400 = -560524.680907
  nChanged 16
		SP:Iteration 21Q (116301.850000 sec): 3 clusters
  Score: Raw -563366.297095 + Penalty 2839.202400 = -560527.094695
  nChanged 10
		SP:Iteration 22Q (116301.960000 sec): 3 clusters
  Score: Raw -563368.376322 + Penalty 2839.202400 = -560529.173922
  nChanged 11
		SP:Iteration 23Q (116302.070000 sec): 3 clusters
  Score: Raw -563370.780830 + Penalty 2839.202400 = -560531.578430
  nChanged 11
		SP:Iteration 24Q (116302.170000 sec): 3 clusters
  Score: Raw -563372.330848 + Penalty 2839.202400 = -560533.128448
  nChanged 15
		SP:Iteration 25Q (116302.280000 sec): 3 clusters
  Score: Raw -563374.647586 + Penalty 2839.202400 = -560535.445186
  nChanged 8
		SP:Iteration 26Q (116302.380000 sec): 3 clusters
  Score: Raw -563375.599737 + Penalty 2839.202400 = -560536.397337
  nChanged 4
		SP:Iteration 27Q (116302.480000 sec): 3 clusters
  Score: Raw -563376.277029 + Penalty 2839.202400 = -560537.074629
  nChanged 6
		SP:Iteration 28Q (116302.590000 sec): 3 clusters
  Score: Raw -563377.364372 + Penalty 2839.202400 = -560538.161972
  nChanged 4
		SP:Iteration 29Q (116302.690000 sec): 3 clusters
  Score: Raw -563378.143228 + Penalty 2839.202400 = -560538.940828
  nChanged 6
		SP:Iteration 30Q (116302.790000 sec): 3 clusters
  Score: Raw -563379.125509 + Penalty 2839.202400 = -560539.923109
  nChanged 4
		SP:Iteration 31Q (116302.900000 sec): 3 clusters
  Score: Raw -563380.079930 + Penalty 2839.202400 = -560540.877530
  nChanged 4
		SP:Iteration 32Q (116303.000000 sec): 3 clusters
  Score: Raw -563380.574483 + Penalty 2839.202400 = -560541.372083
  nChanged 4
		SP:Iteration 33Q (116303.100000 sec): 3 clusters
  Score: Raw -563381.714405 + Penalty 2839.202400 = -560542.512005
  nChanged 6
		SP:Iteration 34Q (116303.210000 sec): 3 clusters
  Score: Raw -563382.670112 + Penalty 2839.202400 = -560543.467712
  nChanged 6
		SP:Iteration 35Q (116303.310000 sec): 3 clusters
  Score: Raw -563383.408604 + Penalty 2839.202400 = -560544.206204
  nChanged 8
		SP:Iteration 36Q (116303.410000 sec): 3 clusters
  Score: Raw -563384.487768 + Penalty 2839.202400 = -560545.285368
  nChanged 10
		SP:Iteration 37Q (116303.510000 sec): 3 clusters
  Score: Raw -563386.392506 + Penalty 2839.202400 = -560547.190106
  nChanged 12
		SP:Iteration 38Q (116303.610000 sec): 3 clusters
  Score: Raw -563388.754220 + Penalty 2839.202400 = -560549.551820
  nChanged 14
		SP:Iteration 39Q (116303.710000 sec): 3 clusters
  Score: Raw -563391.111062 + Penalty 2839.202400 = -560551.908662
  nChanged 9
		SP:Iteration 40F (116303.820000 sec): 3 clusters
  Score: Raw -563392.626301 + Penalty 2839.202400 = -560553.423901
  nChanged 11
		SP:Iteration 41Q (116303.920000 sec): 3 clusters
  Score: Raw -563394.312163 + Penalty 2839.202400 = -560555.109763
  nChanged 15
		SP:Iteration 42Q (116304.020000 sec): 3 clusters
  Score: Raw -563397.480158 + Penalty 2839.202400 = -560558.277758
  nChanged 13
		SP:Iteration 43Q (116304.130000 sec): 3 clusters
  Score: Raw -563399.772731 + Penalty 2839.202400 = -560560.570331
  nChanged 11
		SP:Iteration 44Q (116304.230000 sec): 3 clusters
  Score: Raw -563401.217469 + Penalty 2839.202400 = -560562.015069
  nChanged 7
		SP:Iteration 45Q (116304.330000 sec): 3 clusters
  Score: Raw -563402.383728 + Penalty 2839.202400 = -560563.181328
  nChanged 6
		SP:Iteration 46Q (116304.430000 sec): 3 clusters
  Score: Raw -563403.570926 + Penalty 2839.202400 = -560564.368526
  nChanged 4
		SP:Iteration 47Q (116304.540000 sec): 3 clusters
  Score: Raw -563403.972817 + Penalty 2839.202400 = -560564.770417
  nChanged 3
		SP:Iteration 48Q (116304.640000 sec): 3 clusters
  Score: Raw -563404.302006 + Penalty 2839.202400 = -560565.099606
  nChanged 2
		SP:Iteration 49Q (116304.740000 sec): 3 clusters
  Score: Raw -563404.510076 + Penalty 2839.202400 = -560565.307676
  nChanged 0
		SP:Iteration 50F (116304.840000 sec): 3 clusters
  Score: Raw -563404.510076 + Penalty 2839.202400 = -560565.307676
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 33 (1677 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (116304.910000 sec): 2 clusters
  Score: Raw -139714.308562 + Penalty 1206.523786 = -138507.784776
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (116304.940000 sec): 3 clusters
  Score: Raw -139031.841461 + Penalty 2413.047573 = -136618.793888
  nChanged 557
		SP:Iteration 1F (116304.970000 sec): 3 clusters
  Score: Raw -139416.807028 + Penalty 2413.047573 = -137003.759456
  nChanged 122
		SP:Iteration 2F (116305.000000 sec): 3 clusters
  Score: Raw -139515.733633 + Penalty 2413.047573 = -137102.686060
  nChanged 68
		SP:Iteration 3Q (116305.030000 sec): 3 clusters
  Score: Raw -139574.607672 + Penalty 2413.047573 = -137161.560099
  nChanged 68
		SP:Iteration 4Q (116305.070000 sec): 3 clusters
  Score: Raw -139629.404325 + Penalty 2413.047573 = -137216.356752
  nChanged 52
		SP:Iteration 5Q (116305.100000 sec): 3 clusters
  Score: Raw -139675.170440 + Penalty 2413.047573 = -137262.122867
  nChanged 44
		SP:Iteration 6Q (116305.130000 sec): 3 clusters
  Score: Raw -139708.023855 + Penalty 2413.047573 = -137294.976283
  nChanged 27
		SP:Iteration 7Q (116305.160000 sec): 3 clusters
  Score: Raw -139727.397150 + Penalty 2413.047573 = -137314.349578
  nChanged 29
		SP:Iteration 8Q (116305.190000 sec): 3 clusters
  Score: Raw -139749.420615 + Penalty 2413.047573 = -137336.373043
  nChanged 25
		SP:Iteration 9Q (116305.230000 sec): 3 clusters
  Score: Raw -139765.658165 + Penalty 2413.047573 = -137352.610593
  nChanged 25
		SP:Iteration 10Q (116305.260000 sec): 3 clusters
  Score: Raw -139780.084733 + Penalty 2413.047573 = -137367.037161
  nChanged 24
		SP:Iteration 11Q (116305.290000 sec): 3 clusters
  Score: Raw -139795.516776 + Penalty 2413.047573 = -137382.469203
  nChanged 16
		SP:Iteration 12Q (116305.330000 sec): 3 clusters
  Score: Raw -139805.769275 + Penalty 2413.047573 = -137392.721702
  nChanged 11
		SP:Iteration 13Q (116305.360000 sec): 3 clusters
  Score: Raw -139813.008819 + Penalty 2413.047573 = -137399.961246
  nChanged 9
		SP:Iteration 14Q (116305.390000 sec): 3 clusters
  Score: Raw -139816.176932 + Penalty 2413.047573 = -137403.129359
  nChanged 4
		SP:Iteration 15Q (116305.420000 sec): 3 clusters
  Score: Raw -139818.281670 + Penalty 2413.047573 = -137405.234098
  nChanged 5
		SP:Iteration 16Q (116305.450000 sec): 3 clusters
  Score: Raw -139821.247323 + Penalty 2413.047573 = -137408.199751
  nChanged 5
		SP:Iteration 17Q (116305.490000 sec): 3 clusters
  Score: Raw -139823.543784 + Penalty 2413.047573 = -137410.496211
  nChanged 7
		SP:Iteration 18Q (116305.520000 sec): 3 clusters
  Score: Raw -139827.252446 + Penalty 2413.047573 = -137414.204873
  nChanged 6
		SP:Iteration 19Q (116305.550000 sec): 3 clusters
  Score: Raw -139831.366615 + Penalty 2413.047573 = -137418.319042
  nChanged 5
		SP:Iteration 20F (116305.580000 sec): 3 clusters
  Score: Raw -139833.752148 + Penalty 2413.047573 = -137420.704575
  nChanged 3
		SP:Iteration 21Q (116305.610000 sec): 3 clusters
  Score: Raw -139834.815568 + Penalty 2413.047573 = -137421.767996
  nChanged 3
		SP:Iteration 22Q (116305.650000 sec): 3 clusters
  Score: Raw -139836.528987 + Penalty 2413.047573 = -137423.481415
  nChanged 0
		SP:Iteration 23F (116305.680000 sec): 3 clusters
  Score: Raw -139836.528987 + Penalty 2413.047573 = -137423.481415
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 34 (7984 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (116305.770000 sec): 2 clusters
  Score: Raw -770068.490683 + Penalty 1460.094158 = -768608.396525
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (116305.910000 sec): 3 clusters
  Score: Raw -765676.358799 + Penalty 2920.188316 = -762756.170483
  nChanged 3377
		SP:Iteration 1F (116306.030000 sec): 3 clusters
  Score: Raw -767505.788430 + Penalty 2920.188316 = -764585.600114
  nChanged 510
		SP:Iteration 2F (116306.150000 sec): 3 clusters
  Score: Raw -767764.986139 + Penalty 2920.188316 = -764844.797824
  nChanged 408
		SP:Iteration 3F (116306.270000 sec): 3 clusters
  Score: Raw -767967.651857 + Penalty 2920.188316 = -765047.463541
  nChanged 372
		SP:Iteration 4Q (116306.410000 sec): 3 clusters
  Score: Raw -768171.491262 + Penalty 2920.188316 = -765251.302946
  nChanged 308
		SP:Iteration 5Q (116306.540000 sec): 3 clusters
  Score: Raw -768330.959789 + Penalty 2920.188316 = -765410.771473
  nChanged 290
		SP:Iteration 6Q (116306.670000 sec): 3 clusters
  Score: Raw -768477.276340 + Penalty 2920.188316 = -765557.088025
  nChanged 306
		SP:Iteration 7Q (116306.800000 sec): 3 clusters
  Score: Raw -768614.297339 + Penalty 2920.188316 = -765694.109023
  nChanged 277
		SP:Iteration 8Q (116306.930000 sec): 3 clusters
  Score: Raw -768731.245433 + Penalty 2920.188316 = -765811.057117
  nChanged 269
		SP:Iteration 9Q (116307.060000 sec): 3 clusters
  Score: Raw -768841.295237 + Penalty 2920.188316 = -765921.106921
  nChanged 229
		SP:Iteration 10Q (116307.190000 sec): 3 clusters
  Score: Raw -768926.853070 + Penalty 2920.188316 = -766006.664754
  nChanged 201
		SP:Iteration 11Q (116307.320000 sec): 3 clusters
  Score: Raw -768995.468385 + Penalty 2920.188316 = -766075.280069
  nChanged 186
		SP:Iteration 12Q (116307.450000 sec): 3 clusters
  Score: Raw -769056.033477 + Penalty 2920.188316 = -766135.845161
  nChanged 165
		SP:Iteration 13Q (116307.580000 sec): 3 clusters
  Score: Raw -769107.095014 + Penalty 2920.188316 = -766186.906698
  nChanged 136
		SP:Iteration 14Q (116307.710000 sec): 3 clusters
  Score: Raw -769150.639182 + Penalty 2920.188316 = -766230.450867
  nChanged 115
		SP:Iteration 15Q (116307.840000 sec): 3 clusters
  Score: Raw -769186.677099 + Penalty 2920.188316 = -766266.488783
  nChanged 118
		SP:Iteration 16Q (116307.970000 sec): 3 clusters
  Score: Raw -769223.618958 + Penalty 2920.188316 = -766303.430643
  nChanged 108
		SP:Iteration 17Q (116308.100000 sec): 3 clusters
  Score: Raw -769256.591264 + Penalty 2920.188316 = -766336.402948
  nChanged 101
		SP:Iteration 18Q (116308.320000 sec): 3 clusters
  Score: Raw -769284.358397 + Penalty 2920.188316 = -766364.170081
  nChanged 76
		SP:Iteration 19Q (116308.520000 sec): 3 clusters
  Score: Raw -769304.537025 + Penalty 2920.188316 = -766384.348709
  nChanged 86
		SP:Iteration 20F (116308.710000 sec): 3 clusters
  Score: Raw -769327.154745 + Penalty 2920.188316 = -766406.966429
  nChanged 75
		SP:Iteration 21Q (116308.910000 sec): 3 clusters
  Score: Raw -769353.647630 + Penalty 2920.188316 = -766433.459314
  nChanged 89
		SP:Iteration 22Q (116309.110000 sec): 3 clusters
  Score: Raw -769387.332811 + Penalty 2920.188316 = -766467.144496
  nChanged 93
		SP:Iteration 23Q (116309.300000 sec): 3 clusters
  Score: Raw -769420.701710 + Penalty 2920.188316 = -766500.513394
  nChanged 104
		SP:Iteration 24Q (116309.540000 sec): 3 clusters
  Score: Raw -769457.869577 + Penalty 2920.188316 = -766537.681261
  nChanged 114
		SP:Iteration 25Q (116309.660000 sec): 3 clusters
  Score: Raw -769496.882561 + Penalty 2920.188316 = -766576.694245
  nChanged 103
		SP:Iteration 26Q (116309.780000 sec): 3 clusters
  Score: Raw -769538.657016 + Penalty 2920.188316 = -766618.468700
  nChanged 113
		SP:Iteration 27Q (116309.900000 sec): 3 clusters
  Score: Raw -769584.320246 + Penalty 2920.188316 = -766664.131930
  nChanged 115
		SP:Iteration 28Q (116310.020000 sec): 3 clusters
  Score: Raw -769631.760057 + Penalty 2920.188316 = -766711.571741
  nChanged 132
		SP:Iteration 29Q (116310.140000 sec): 3 clusters
  Score: Raw -769696.481704 + Penalty 2920.188316 = -766776.293388
  nChanged 139
		SP:Iteration 30Q (116310.260000 sec): 3 clusters
  Score: Raw -769769.043126 + Penalty 2920.188316 = -766848.854810
  nChanged 155
		SP:Iteration 31Q (116310.380000 sec): 3 clusters
  Score: Raw -769846.700075 + Penalty 2920.188316 = -766926.511759
  nChanged 142
		SP:Iteration 32Q (116310.500000 sec): 3 clusters
  Score: Raw -769915.715299 + Penalty 2920.188316 = -766995.526983
  nChanged 128
		SP:Iteration 33Q (116310.620000 sec): 3 clusters
  Score: Raw -769978.980186 + Penalty 2920.188316 = -767058.791870
  nChanged 136
		SP:Iteration 34Q (116310.750000 sec): 3 clusters
  Score: Raw -770059.744830 + Penalty 2920.188316 = -767139.556514
  nChanged 148
		SP:Iteration 35Q (116310.880000 sec): 3 clusters
  Score: Raw -770157.608172 + Penalty 2920.188316 = -767237.419856
  nChanged 122
		SP:Iteration 36Q (116311.010000 sec): 3 clusters
  Score: Raw -770233.187660 + Penalty 2920.188316 = -767312.999344
  nChanged 106
		SP:Iteration 37Q (116311.130000 sec): 3 clusters
  Score: Raw -770304.349007 + Penalty 2920.188316 = -767384.160691
  nChanged 89
		SP:Iteration 38Q (116311.260000 sec): 3 clusters
  Score: Raw -770367.648748 + Penalty 2920.188316 = -767447.460432
  nChanged 80
		SP:Iteration 39Q (116311.380000 sec): 3 clusters
  Score: Raw -770416.467858 + Penalty 2920.188316 = -767496.279542
  nChanged 73
		SP:Iteration 40F (116311.510000 sec): 3 clusters
  Score: Raw -770456.396115 + Penalty 2920.188316 = -767536.207799
  nChanged 62
		SP:Iteration 41Q (116311.630000 sec): 3 clusters
  Score: Raw -770486.066192 + Penalty 2920.188316 = -767565.877877
  nChanged 48
		SP:Iteration 42Q (116311.750000 sec): 3 clusters
  Score: Raw -770503.717727 + Penalty 2920.188316 = -767583.529411
  nChanged 38
		SP:Iteration 43Q (116311.970000 sec): 3 clusters
  Score: Raw -770517.071821 + Penalty 2920.188316 = -767596.883505
  nChanged 28
		SP:Iteration 44Q (116312.170000 sec): 3 clusters
  Score: Raw -770525.296372 + Penalty 2920.188316 = -767605.108056
  nChanged 23
		SP:Iteration 45Q (116312.370000 sec): 3 clusters
  Score: Raw -770533.143258 + Penalty 2920.188316 = -767612.954942
  nChanged 22
		SP:Iteration 46Q (116312.560000 sec): 3 clusters
  Score: Raw -770539.353270 + Penalty 2920.188316 = -767619.164954
  nChanged 16
		SP:Iteration 47Q (116312.760000 sec): 3 clusters
  Score: Raw -770544.819168 + Penalty 2920.188316 = -767624.630852
  nChanged 10
		SP:Iteration 48Q (116312.960000 sec): 3 clusters
  Score: Raw -770547.833210 + Penalty 2920.188316 = -767627.644894
  nChanged 13
		SP:Iteration 49Q (116313.160000 sec): 3 clusters
  Score: Raw -770550.807515 + Penalty 2920.188316 = -767630.619200
  nChanged 7
		SP:Iteration 50Q (116313.360000 sec): 3 clusters
  Score: Raw -770552.727518 + Penalty 2920.188316 = -767632.539202
  nChanged 3
		SP:Iteration 51Q (116313.550000 sec): 3 clusters
  Score: Raw -770553.408896 + Penalty 2920.188316 = -767633.220580
  nChanged 4
		SP:Iteration 52Q (116313.750000 sec): 3 clusters
  Score: Raw -770554.164287 + Penalty 2920.188316 = -767633.975971
  nChanged 1
		SP:Iteration 53Q (116313.950000 sec): 3 clusters
  Score: Raw -770554.426718 + Penalty 2920.188316 = -767634.238402
  nChanged 2
		SP:Iteration 54Q (116314.140000 sec): 3 clusters
  Score: Raw -770554.661057 + Penalty 2920.188316 = -767634.472741
  nChanged 1
		SP:Iteration 55Q (116314.380000 sec): 3 clusters
  Score: Raw -770555.035599 + Penalty 2920.188316 = -767634.847284
  nChanged 1
		SP:Iteration 56Q (116314.540000 sec): 3 clusters
  Score: Raw -770555.372280 + Penalty 2920.188316 = -767635.183964
  nChanged 0
		SP:Iteration 57F (116314.740000 sec): 3 clusters
  Score: Raw -770555.372280 + Penalty 2920.188316 = -767635.183964
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 35 (2187 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (116314.800000 sec): 2 clusters
  Score: Raw -183290.694793 + Penalty 1249.671478 = -182041.023314
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (116314.840000 sec): 3 clusters
  Score: Raw -182307.896420 + Penalty 2499.342957 = -179808.553463
  nChanged 815
		SP:Iteration 1F (116314.890000 sec): 3 clusters
  Score: Raw -182891.527597 + Penalty 2499.342957 = -180392.184640
  nChanged 199
		SP:Iteration 2F (116314.930000 sec): 3 clusters
  Score: Raw -183098.210476 + Penalty 2499.342957 = -180598.867519
  nChanged 130
		SP:Iteration 3F (116314.970000 sec): 3 clusters
  Score: Raw -183221.501940 + Penalty 2499.342957 = -180722.158983
  nChanged 112
		SP:Iteration 4F (116315.010000 sec): 3 clusters
  Score: Raw -183313.385402 + Penalty 2499.342957 = -180814.042445
  nChanged 74
		SP:Iteration 5Q (116315.060000 sec): 3 clusters
  Score: Raw -183372.237268 + Penalty 2499.342957 = -180872.894311
  nChanged 66
		SP:Iteration 6Q (116315.100000 sec): 3 clusters
  Score: Raw -183422.960975 + Penalty 2499.342957 = -180923.618018
  nChanged 55
		SP:Iteration 7Q (116315.140000 sec): 3 clusters
  Score: Raw -183472.579097 + Penalty 2499.342957 = -180973.236141
  nChanged 51
		SP:Iteration 8Q (116315.180000 sec): 3 clusters
  Score: Raw -183509.370889 + Penalty 2499.342957 = -181010.027932
  nChanged 43
		SP:Iteration 9Q (116315.230000 sec): 3 clusters
  Score: Raw -183538.836807 + Penalty 2499.342957 = -181039.493851
  nChanged 38
		SP:Iteration 10Q (116315.270000 sec): 3 clusters
  Score: Raw -183566.726995 + Penalty 2499.342957 = -181067.384039
  nChanged 37
		SP:Iteration 11Q (116315.320000 sec): 3 clusters
  Score: Raw -183603.145903 + Penalty 2499.342957 = -181103.802947
  nChanged 49
		SP:Iteration 12Q (116315.360000 sec): 3 clusters
  Score: Raw -183653.142998 + Penalty 2499.342957 = -181153.800042
  nChanged 39
		SP:Iteration 13Q (116315.400000 sec): 3 clusters
  Score: Raw -183698.172872 + Penalty 2499.342957 = -181198.829915
  nChanged 44
		SP:Iteration 14Q (116315.440000 sec): 3 clusters
  Score: Raw -183742.323438 + Penalty 2499.342957 = -181242.980481
  nChanged 45
		SP:Iteration 15Q (116315.480000 sec): 3 clusters
  Score: Raw -183776.388434 + Penalty 2499.342957 = -181277.045478
  nChanged 31
		SP:Iteration 16Q (116315.520000 sec): 3 clusters
  Score: Raw -183802.328057 + Penalty 2499.342957 = -181302.985100
  nChanged 30
		SP:Iteration 17Q (116315.560000 sec): 3 clusters
  Score: Raw -183826.614067 + Penalty 2499.342957 = -181327.271111
  nChanged 26
		SP:Iteration 18Q (116315.600000 sec): 3 clusters
  Score: Raw -183853.117795 + Penalty 2499.342957 = -181353.774838
  nChanged 25
		SP:Iteration 19Q (116315.640000 sec): 3 clusters
  Score: Raw -183871.884737 + Penalty 2499.342957 = -181372.541781
  nChanged 19
		SP:Iteration 20F (116315.680000 sec): 3 clusters
  Score: Raw -183886.904338 + Penalty 2499.342957 = -181387.561381
  nChanged 15
		SP:Iteration 21Q (116315.720000 sec): 3 clusters
  Score: Raw -183895.760865 + Penalty 2499.342957 = -181396.417908
  nChanged 8
		SP:Iteration 22Q (116315.760000 sec): 3 clusters
  Score: Raw -183899.457300 + Penalty 2499.342957 = -181400.114343
  nChanged 4
		SP:Iteration 23Q (116315.800000 sec): 3 clusters
  Score: Raw -183900.575901 + Penalty 2499.342957 = -181401.232944
  nChanged 1
		SP:Iteration 24Q (116315.840000 sec): 3 clusters
  Score: Raw -183900.982749 + Penalty 2499.342957 = -181401.639793
  nChanged 1
		SP:Iteration 25Q (116315.880000 sec): 3 clusters
  Score: Raw -183901.890401 + Penalty 2499.342957 = -181402.547444
  nChanged 0
		SP:Iteration 26F (116315.930000 sec): 3 clusters
  Score: Raw -183901.890401 + Penalty 2499.342957 = -181402.547444
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 36 (449 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (116315.960000 sec): 2 clusters
  Score: Raw -42138.335947 + Penalty 992.391219 = -41145.944728
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (116315.970000 sec): 3 clusters
  Score: Raw -42091.562290 + Penalty 1984.782439 = -40106.779852
  nChanged 94
		SP:Iteration 1F (116315.980000 sec): 3 clusters
  Score: Raw -42205.532793 + Penalty 1984.782439 = -40220.750355
  nChanged 29
		SP:Iteration 2F (116315.990000 sec): 3 clusters
  Score: Raw -42251.904290 + Penalty 1984.782439 = -40267.121852
  nChanged 8
		SP:Iteration 3Q (116316.000000 sec): 3 clusters
  Score: Raw -42269.735827 + Penalty 1984.782439 = -40284.953389
  nChanged 5
		SP:Iteration 4Q (116316.010000 sec): 3 clusters
  Score: Raw -42278.914194 + Penalty 1984.782439 = -40294.131756
  nChanged 3
		SP:Iteration 5Q (116316.020000 sec): 3 clusters
  Score: Raw -42283.093125 + Penalty 1984.782439 = -40298.310687
  nChanged 1
		SP:Iteration 6Q (116316.030000 sec): 3 clusters
  Score: Raw -42284.680640 + Penalty 1984.782439 = -40299.898202
  nChanged 2
		SP:Iteration 7Q (116316.040000 sec): 3 clusters
  Score: Raw -42292.790115 + Penalty 1984.782439 = -40308.007677
  nChanged 1
		SP:Iteration 8Q (116316.050000 sec): 3 clusters
  Score: Raw -42294.006490 + Penalty 1984.782439 = -40309.224052
  nChanged 0
		SP:Iteration 9F (116316.060000 sec): 3 clusters
  Score: Raw -42294.006490 + Penalty 1984.782439 = -40309.224052
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 37 (1444 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (116316.160000 sec): 2 clusters
  Score: Raw -126344.795692 + Penalty 1182.215502 = -125162.580190
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (116316.320000 sec): 3 clusters
  Score: Raw -125762.479197 + Penalty 2364.431004 = -123398.048193
  nChanged 496
		SP:Iteration 1F (116316.500000 sec): 3 clusters
  Score: Raw -126116.737081 + Penalty 2364.431004 = -123752.306077
  nChanged 135
		SP:Iteration 2F (116316.670000 sec): 3 clusters
  Score: Raw -126239.588318 + Penalty 2364.431004 = -123875.157314
  nChanged 72
		SP:Iteration 3Q (116316.730000 sec): 3 clusters
  Score: Raw -126293.982968 + Penalty 2364.431004 = -123929.551964
  nChanged 46
		SP:Iteration 4Q (116316.760000 sec): 3 clusters
  Score: Raw -126325.975640 + Penalty 2364.431004 = -123961.544637
  nChanged 43
		SP:Iteration 5Q (116316.790000 sec): 3 clusters
  Score: Raw -126357.184253 + Penalty 2364.431004 = -123992.753249
  nChanged 34
		SP:Iteration 6Q (116316.820000 sec): 3 clusters
  Score: Raw -126383.663568 + Penalty 2364.431004 = -124019.232564
  nChanged 26
		SP:Iteration 7Q (116316.840000 sec): 3 clusters
  Score: Raw -126403.917339 + Penalty 2364.431004 = -124039.486336
  nChanged 29
		SP:Iteration 8Q (116316.870000 sec): 3 clusters
  Score: Raw -126426.371794 + Penalty 2364.431004 = -124061.940790
  nChanged 28
		SP:Iteration 9Q (116316.900000 sec): 3 clusters
  Score: Raw -126444.266450 + Penalty 2364.431004 = -124079.835447
  nChanged 20
		SP:Iteration 10Q (116316.930000 sec): 3 clusters
  Score: Raw -126457.553831 + Penalty 2364.431004 = -124093.122827
  nChanged 16
		SP:Iteration 11Q (116316.960000 sec): 3 clusters
  Score: Raw -126467.852367 + Penalty 2364.431004 = -124103.421363
  nChanged 14
		SP:Iteration 12Q (116316.980000 sec): 3 clusters
  Score: Raw -126476.156260 + Penalty 2364.431004 = -124111.725256
  nChanged 12
		SP:Iteration 13Q (116317.010000 sec): 3 clusters
  Score: Raw -126482.563203 + Penalty 2364.431004 = -124118.132199
  nChanged 10
		SP:Iteration 14Q (116317.040000 sec): 3 clusters
  Score: Raw -126487.290736 + Penalty 2364.431004 = -124122.859733
  nChanged 9
		SP:Iteration 15Q (116317.060000 sec): 3 clusters
  Score: Raw -126492.004626 + Penalty 2364.431004 = -124127.573622
  nChanged 9
		SP:Iteration 16Q (116317.100000 sec): 3 clusters
  Score: Raw -126498.336439 + Penalty 2364.431004 = -124133.905435
  nChanged 6
		SP:Iteration 17Q (116317.120000 sec): 3 clusters
  Score: Raw -126502.825652 + Penalty 2364.431004 = -124138.394648
  nChanged 5
		SP:Iteration 18Q (116317.150000 sec): 3 clusters
  Score: Raw -126505.494167 + Penalty 2364.431004 = -124141.063163
  nChanged 6
		SP:Iteration 19Q (116317.180000 sec): 3 clusters
  Score: Raw -126509.954341 + Penalty 2364.431004 = -124145.523337
  nChanged 9
		SP:Iteration 20F (116317.210000 sec): 3 clusters
  Score: Raw -126515.284787 + Penalty 2364.431004 = -124150.853783
  nChanged 10
		SP:Iteration 21Q (116317.240000 sec): 3 clusters
  Score: Raw -126523.989138 + Penalty 2364.431004 = -124159.558134
  nChanged 10
		SP:Iteration 22Q (116317.260000 sec): 3 clusters
  Score: Raw -126532.111323 + Penalty 2364.431004 = -124167.680319
  nChanged 14
		SP:Iteration 23Q (116317.290000 sec): 3 clusters
  Score: Raw -126539.732043 + Penalty 2364.431004 = -124175.301040
  nChanged 10
		SP:Iteration 24Q (116317.320000 sec): 3 clusters
  Score: Raw -126546.657437 + Penalty 2364.431004 = -124182.226434
  nChanged 8
		SP:Iteration 25Q (116317.350000 sec): 3 clusters
  Score: Raw -126550.956287 + Penalty 2364.431004 = -124186.525283
  nChanged 4
		SP:Iteration 26Q (116317.380000 sec): 3 clusters
  Score: Raw -126552.162629 + Penalty 2364.431004 = -124187.731625
  nChanged 3
		SP:Iteration 27Q (116317.400000 sec): 3 clusters
  Score: Raw -126556.128955 + Penalty 2364.431004 = -124191.697951
  nChanged 6
		SP:Iteration 28Q (116317.430000 sec): 3 clusters
  Score: Raw -126562.764951 + Penalty 2364.431004 = -124198.333947
  nChanged 5
		SP:Iteration 29Q (116317.460000 sec): 3 clusters
  Score: Raw -126566.225787 + Penalty 2364.431004 = -124201.794783
  nChanged 5
		SP:Iteration 30Q (116317.490000 sec): 3 clusters
  Score: Raw -126569.479205 + Penalty 2364.431004 = -124205.048201
  nChanged 5
		SP:Iteration 31Q (116317.520000 sec): 3 clusters
  Score: Raw -126574.402819 + Penalty 2364.431004 = -124209.971815
  nChanged 6
		SP:Iteration 32Q (116317.550000 sec): 3 clusters
  Score: Raw -126579.494753 + Penalty 2364.431004 = -124215.063750
  nChanged 4
		SP:Iteration 33Q (116317.580000 sec): 3 clusters
  Score: Raw -126582.237341 + Penalty 2364.431004 = -124217.806337
  nChanged 2
		SP:Iteration 34Q (116317.600000 sec): 3 clusters
  Score: Raw -126582.964565 + Penalty 2364.431004 = -124218.533562
  nChanged 2
		SP:Iteration 35Q (116317.630000 sec): 3 clusters
  Score: Raw -126583.995894 + Penalty 2364.431004 = -124219.564890
  nChanged 0
		SP:Iteration 36F (116317.660000 sec): 3 clusters
  Score: Raw -126583.995894 + Penalty 2364.431004 = -124219.564890
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 38 (4964 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (116317.740000 sec): 2 clusters
  Score: Raw -445471.642464 + Penalty 1382.869661 = -444088.772803
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (116317.840000 sec): 3 clusters
  Score: Raw -442949.335331 + Penalty 2765.739323 = -440183.596008
  nChanged 1933
		SP:Iteration 1F (116317.930000 sec): 3 clusters
  Score: Raw -443960.074805 + Penalty 2765.739323 = -441194.335483
  nChanged 352
		SP:Iteration 2F (116318.020000 sec): 3 clusters
  Score: Raw -444143.072186 + Penalty 2765.739323 = -441377.332863
  nChanged 265
		SP:Iteration 3F (116318.110000 sec): 3 clusters
  Score: Raw -444283.536929 + Penalty 2765.739323 = -441517.797607
  nChanged 247
		SP:Iteration 4Q (116318.200000 sec): 3 clusters
  Score: Raw -444426.063127 + Penalty 2765.739323 = -441660.323805
  nChanged 261
		SP:Iteration 5F (116318.290000 sec): 3 clusters
  Score: Raw -444621.360096 + Penalty 2765.739323 = -441855.620773
  nChanged 288
		SP:Iteration 6F (116318.380000 sec): 3 clusters
  Score: Raw -444884.858720 + Penalty 2765.739323 = -442119.119397
  nChanged 337
		SP:Iteration 7F (116318.470000 sec): 3 clusters
  Score: Raw -445275.954105 + Penalty 2765.739323 = -442510.214783
  nChanged 372
		SP:Iteration 8F (116318.560000 sec): 3 clusters
  Score: Raw -445726.374485 + Penalty 2765.739323 = -442960.635162
  nChanged 341
		SP:Iteration 9F (116318.650000 sec): 3 clusters
  Score: Raw -446079.567387 + Penalty 2765.739323 = -443313.828065
  nChanged 225
		SP:Iteration 10Q (116318.740000 sec): 3 clusters
  Score: Raw -446284.311382 + Penalty 2765.739323 = -443518.572060
  nChanged 162
		SP:Iteration 11Q (116318.840000 sec): 3 clusters
  Score: Raw -446409.633202 + Penalty 2765.739323 = -443643.893880
  nChanged 133
		SP:Iteration 12Q (116318.930000 sec): 3 clusters
  Score: Raw -446506.333622 + Penalty 2765.739323 = -443740.594300
  nChanged 112
		SP:Iteration 13Q (116319.020000 sec): 3 clusters
  Score: Raw -446571.967734 + Penalty 2765.739323 = -443806.228412
  nChanged 81
		SP:Iteration 14Q (116319.110000 sec): 3 clusters
  Score: Raw -446611.870482 + Penalty 2765.739323 = -443846.131160
  nChanged 57
		SP:Iteration 15Q (116319.200000 sec): 3 clusters
  Score: Raw -446639.254283 + Penalty 2765.739323 = -443873.514960
  nChanged 57
		SP:Iteration 16Q (116319.290000 sec): 3 clusters
  Score: Raw -446665.555358 + Penalty 2765.739323 = -443899.816035
  nChanged 54
		SP:Iteration 17Q (116319.380000 sec): 3 clusters
  Score: Raw -446686.426172 + Penalty 2765.739323 = -443920.686849
  nChanged 40
		SP:Iteration 18Q (116319.470000 sec): 3 clusters
  Score: Raw -446699.719838 + Penalty 2765.739323 = -443933.980515
  nChanged 42
		SP:Iteration 19Q (116319.560000 sec): 3 clusters
  Score: Raw -446716.169673 + Penalty 2765.739323 = -443950.430350
  nChanged 44
		SP:Iteration 20F (116319.650000 sec): 3 clusters
  Score: Raw -446731.779838 + Penalty 2765.739323 = -443966.040515
  nChanged 27
		SP:Iteration 21Q (116319.740000 sec): 3 clusters
  Score: Raw -446740.895585 + Penalty 2765.739323 = -443975.156263
  nChanged 22
		SP:Iteration 22Q (116319.840000 sec): 3 clusters
  Score: Raw -446747.327619 + Penalty 2765.739323 = -443981.588296
  nChanged 21
		SP:Iteration 23Q (116319.920000 sec): 3 clusters
  Score: Raw -446754.713675 + Penalty 2765.739323 = -443988.974353
  nChanged 24
		SP:Iteration 24Q (116320.020000 sec): 3 clusters
  Score: Raw -446762.664420 + Penalty 2765.739323 = -443996.925098
  nChanged 26
		SP:Iteration 25Q (116320.100000 sec): 3 clusters
  Score: Raw -446770.095101 + Penalty 2765.739323 = -444004.355779
  nChanged 17
		SP:Iteration 26Q (116320.200000 sec): 3 clusters
  Score: Raw -446774.202113 + Penalty 2765.739323 = -444008.462791
  nChanged 14
		SP:Iteration 27Q (116320.280000 sec): 3 clusters
  Score: Raw -446777.436051 + Penalty 2765.739323 = -444011.696728
  nChanged 10
		SP:Iteration 28Q (116320.380000 sec): 3 clusters
  Score: Raw -446779.706676 + Penalty 2765.739323 = -444013.967353
  nChanged 12
		SP:Iteration 29Q (116320.460000 sec): 3 clusters
  Score: Raw -446783.069597 + Penalty 2765.739323 = -444017.330274
  nChanged 16
		SP:Iteration 30Q (116320.560000 sec): 3 clusters
  Score: Raw -446786.664882 + Penalty 2765.739323 = -444020.925560
  nChanged 14
		SP:Iteration 31Q (116320.640000 sec): 3 clusters
  Score: Raw -446790.120125 + Penalty 2765.739323 = -444024.380802
  nChanged 15
		SP:Iteration 32Q (116320.740000 sec): 3 clusters
  Score: Raw -446793.803933 + Penalty 2765.739323 = -444028.064610
  nChanged 20
		SP:Iteration 33Q (116320.820000 sec): 3 clusters
  Score: Raw -446798.272184 + Penalty 2765.739323 = -444032.532862
  nChanged 11
		SP:Iteration 34Q (116320.920000 sec): 3 clusters
  Score: Raw -446801.528742 + Penalty 2765.739323 = -444035.789419
  nChanged 10
		SP:Iteration 35Q (116321.000000 sec): 3 clusters
  Score: Raw -446803.420614 + Penalty 2765.739323 = -444037.681291
  nChanged 7
		SP:Iteration 36Q (116321.100000 sec): 3 clusters
  Score: Raw -446804.904066 + Penalty 2765.739323 = -444039.164743
  nChanged 4
		SP:Iteration 37Q (116321.180000 sec): 3 clusters
  Score: Raw -446805.773440 + Penalty 2765.739323 = -444040.034117
  nChanged 3
		SP:Iteration 38Q (116321.280000 sec): 3 clusters
  Score: Raw -446806.302427 + Penalty 2765.739323 = -444040.563104
  nChanged 1
		SP:Iteration 39Q (116321.360000 sec): 3 clusters
  Score: Raw -446806.503768 + Penalty 2765.739323 = -444040.764445
  nChanged 2
		SP:Iteration 40F (116321.460000 sec): 3 clusters
  Score: Raw -446806.935908 + Penalty 2765.739323 = -444041.196585
  nChanged 3
		SP:Iteration 41Q (116321.540000 sec): 3 clusters
  Score: Raw -446807.595287 + Penalty 2765.739323 = -444041.855964
  nChanged 3
		SP:Iteration 42Q (116321.640000 sec): 3 clusters
  Score: Raw -446808.373397 + Penalty 2765.739323 = -444042.634075
  nChanged 1
		SP:Iteration 43Q (116321.720000 sec): 3 clusters
  Score: Raw -446808.680603 + Penalty 2765.739323 = -444042.941280
  nChanged 1
		SP:Iteration 44Q (116321.820000 sec): 3 clusters
  Score: Raw -446809.032935 + Penalty 2765.739323 = -444043.293612
  nChanged 0
		SP:Iteration 45F (116321.900000 sec): 3 clusters
  Score: Raw -446809.032935 + Penalty 2765.739323 = -444043.293612
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 39 (1645 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (116321.970000 sec): 2 clusters
  Score: Raw -130654.520518 + Penalty 1203.393045 = -129451.127472
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (116322.000000 sec): 3 clusters
  Score: Raw -130014.713958 + Penalty 2406.786091 = -127607.927867
  nChanged 564
		SP:Iteration 1F (116322.030000 sec): 3 clusters
  Score: Raw -130481.425925 + Penalty 2406.786091 = -128074.639835
  nChanged 140
		SP:Iteration 2F (116322.060000 sec): 3 clusters
  Score: Raw -130608.457985 + Penalty 2406.786091 = -128201.671895
  nChanged 99
		SP:Iteration 3F (116322.090000 sec): 3 clusters
  Score: Raw -130707.179156 + Penalty 2406.786091 = -128300.393066
  nChanged 61
		SP:Iteration 4Q (116322.120000 sec): 3 clusters
  Score: Raw -130766.918995 + Penalty 2406.786091 = -128360.132905
  nChanged 41
		SP:Iteration 5Q (116322.160000 sec): 3 clusters
  Score: Raw -130809.560289 + Penalty 2406.786091 = -128402.774199
  nChanged 42
		SP:Iteration 6Q (116322.190000 sec): 3 clusters
  Score: Raw -130843.557937 + Penalty 2406.786091 = -128436.771847
  nChanged 33
		SP:Iteration 7Q (116322.220000 sec): 3 clusters
  Score: Raw -130868.184692 + Penalty 2406.786091 = -128461.398601
  nChanged 29
		SP:Iteration 8Q (116322.250000 sec): 3 clusters
  Score: Raw -130889.495694 + Penalty 2406.786091 = -128482.709603
  nChanged 25
		SP:Iteration 9Q (116322.280000 sec): 3 clusters
  Score: Raw -130912.733745 + Penalty 2406.786091 = -128505.947655
  nChanged 22
		SP:Iteration 10Q (116322.310000 sec): 3 clusters
  Score: Raw -130927.333529 + Penalty 2406.786091 = -128520.547438
  nChanged 15
		SP:Iteration 11Q (116322.340000 sec): 3 clusters
  Score: Raw -130943.637013 + Penalty 2406.786091 = -128536.850923
  nChanged 24
		SP:Iteration 12Q (116322.370000 sec): 3 clusters
  Score: Raw -130968.650045 + Penalty 2406.786091 = -128561.863954
  nChanged 18
		SP:Iteration 13Q (116322.400000 sec): 3 clusters
  Score: Raw -130988.099900 + Penalty 2406.786091 = -128581.313810
  nChanged 17
		SP:Iteration 14Q (116322.440000 sec): 3 clusters
  Score: Raw -131006.797615 + Penalty 2406.786091 = -128600.011524
  nChanged 18
		SP:Iteration 15Q (116322.470000 sec): 3 clusters
  Score: Raw -131018.944912 + Penalty 2406.786091 = -128612.158821
  nChanged 11
		SP:Iteration 16Q (116322.500000 sec): 3 clusters
  Score: Raw -131028.355168 + Penalty 2406.786091 = -128621.569077
  nChanged 19
		SP:Iteration 17Q (116322.530000 sec): 3 clusters
  Score: Raw -131039.949411 + Penalty 2406.786091 = -128633.163320
  nChanged 13
		SP:Iteration 18Q (116322.560000 sec): 3 clusters
  Score: Raw -131047.820525 + Penalty 2406.786091 = -128641.034434
  nChanged 5
		SP:Iteration 19Q (116322.590000 sec): 3 clusters
  Score: Raw -131051.264092 + Penalty 2406.786091 = -128644.478002
  nChanged 5
		SP:Iteration 20F (116322.620000 sec): 3 clusters
  Score: Raw -131054.274449 + Penalty 2406.786091 = -128647.488358
  nChanged 6
		SP:Iteration 21Q (116322.650000 sec): 3 clusters
  Score: Raw -131058.434060 + Penalty 2406.786091 = -128651.647970
  nChanged 7
		SP:Iteration 22Q (116322.680000 sec): 3 clusters
  Score: Raw -131062.812090 + Penalty 2406.786091 = -128656.025999
  nChanged 4
		SP:Iteration 23Q (116322.710000 sec): 3 clusters
  Score: Raw -131065.178821 + Penalty 2406.786091 = -128658.392730
  nChanged 1
		SP:Iteration 24Q (116322.740000 sec): 3 clusters
  Score: Raw -131065.590848 + Penalty 2406.786091 = -128658.804757
  nChanged 0
		SP:Iteration 25F (116322.770000 sec): 3 clusters
  Score: Raw -131065.590848 + Penalty 2406.786091 = -128658.804757
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 40 (23390 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (116323.000000 sec): 2 clusters
  Score: Raw -2208723.914386 + Penalty 1634.760377 = -2207089.154009
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (116323.330000 sec): 3 clusters
  Score: Raw -2194554.669997 + Penalty 3269.520754 = -2191285.149243
  nChanged 10636
		SP:Iteration 1F (116323.600000 sec): 3 clusters
  Score: Raw -2200276.935956 + Penalty 3269.520754 = -2197007.415202
  nChanged 1021
		SP:Iteration 2Q (116323.890000 sec): 3 clusters
  Score: Raw -2200579.045927 + Penalty 3269.520754 = -2197309.525173
  nChanged 918
		SP:Iteration 3Q (116324.170000 sec): 3 clusters
  Score: Raw -2200855.044469 + Penalty 3269.520754 = -2197585.523715
  nChanged 890
		SP:Iteration 4Q (116324.500000 sec): 3 clusters
  Score: Raw -2201106.463624 + Penalty 3269.520754 = -2197836.942870
  nChanged 839
		SP:Iteration 5Q (116324.780000 sec): 3 clusters
  Score: Raw -2201357.865583 + Penalty 3269.520754 = -2198088.344829
  nChanged 854
		SP:Iteration 6Q (116325.090000 sec): 3 clusters
  Score: Raw -2201634.174840 + Penalty 3269.520754 = -2198364.654085
  nChanged 896
		SP:Iteration 7Q (116325.380000 sec): 3 clusters
  Score: Raw -2201963.198611 + Penalty 3269.520754 = -2198693.677856
  nChanged 993
		SP:Iteration 8Q (116325.660000 sec): 3 clusters
  Score: Raw -2202387.598423 + Penalty 3269.520754 = -2199118.077669
  nChanged 1135
		SP:Iteration 9Q (116325.990000 sec): 3 clusters
  Score: Raw -2202989.860879 + Penalty 3269.520754 = -2199720.340125
  nChanged 1265
		SP:Iteration 10F (116326.260000 sec): 3 clusters
  Score: Raw -2203807.586472 + Penalty 3269.520754 = -2200538.065718
  nChanged 1336
		SP:Iteration 11F (116326.530000 sec): 3 clusters
  Score: Raw -2204806.429003 + Penalty 3269.520754 = -2201536.908248
  nChanged 1327
		SP:Iteration 12F (116326.790000 sec): 3 clusters
  Score: Raw -2205951.847016 + Penalty 3269.520754 = -2202682.326261
  nChanged 1157
		SP:Iteration 13Q (116327.070000 sec): 3 clusters
  Score: Raw -2207009.959733 + Penalty 3269.520754 = -2203740.438979
  nChanged 761
		SP:Iteration 14Q (116327.340000 sec): 3 clusters
  Score: Raw -2207713.145444 + Penalty 3269.520754 = -2204443.624690
  nChanged 506
		SP:Iteration 15Q (116327.600000 sec): 3 clusters
  Score: Raw -2208134.159089 + Penalty 3269.520754 = -2204864.638335
  nChanged 312
		SP:Iteration 16Q (116327.900000 sec): 3 clusters
  Score: Raw -2208382.909182 + Penalty 3269.520754 = -2205113.388428
  nChanged 203
		SP:Iteration 17Q (116328.140000 sec): 3 clusters
  Score: Raw -2208539.346399 + Penalty 3269.520754 = -2205269.825645
  nChanged 140
		SP:Iteration 18Q (116328.400000 sec): 3 clusters
  Score: Raw -2208645.311138 + Penalty 3269.520754 = -2205375.790383
  nChanged 90
		SP:Iteration 19Q (116328.690000 sec): 3 clusters
  Score: Raw -2208714.972918 + Penalty 3269.520754 = -2205445.452164
  nChanged 63
		SP:Iteration 20F (116329.010000 sec): 3 clusters
  Score: Raw -2208760.325041 + Penalty 3269.520754 = -2205490.804287
  nChanged 41
		SP:Iteration 21Q (116329.270000 sec): 3 clusters
  Score: Raw -2208792.484822 + Penalty 3269.520754 = -2205522.964068
  nChanged 32
		SP:Iteration 22Q (116329.540000 sec): 3 clusters
  Score: Raw -2208822.617640 + Penalty 3269.520754 = -2205553.096885
  nChanged 25
		SP:Iteration 23Q (116329.810000 sec): 3 clusters
  Score: Raw -2208845.201964 + Penalty 3269.520754 = -2205575.681210
  nChanged 25
		SP:Iteration 24Q (116330.080000 sec): 3 clusters
  Score: Raw -2208863.139301 + Penalty 3269.520754 = -2205593.618547
  nChanged 14
		SP:Iteration 25Q (116330.320000 sec): 3 clusters
  Score: Raw -2208874.312947 + Penalty 3269.520754 = -2205604.792192
  nChanged 10
		SP:Iteration 26Q (116330.570000 sec): 3 clusters
  Score: Raw -2208882.411885 + Penalty 3269.520754 = -2205612.891131
  nChanged 6
		SP:Iteration 27Q (116330.850000 sec): 3 clusters
  Score: Raw -2208887.010906 + Penalty 3269.520754 = -2205617.490151
  nChanged 3
		SP:Iteration 28Q (116331.150000 sec): 3 clusters
  Score: Raw -2208889.479262 + Penalty 3269.520754 = -2205619.958508
  nChanged 5
		SP:Iteration 29Q (116331.390000 sec): 3 clusters
  Score: Raw -2208894.091869 + Penalty 3269.520754 = -2205624.571115
  nChanged 6
		SP:Iteration 30Q (116331.680000 sec): 3 clusters
  Score: Raw -2208900.051336 + Penalty 3269.520754 = -2205630.530581
  nChanged 6
		SP:Iteration 31Q (116331.930000 sec): 3 clusters
  Score: Raw -2208903.877415 + Penalty 3269.520754 = -2205634.356661
  nChanged 7
		SP:Iteration 32Q (116332.220000 sec): 3 clusters
  Score: Raw -2208912.264928 + Penalty 3269.520754 = -2205642.744173
  nChanged 7
		SP:Iteration 33Q (116332.460000 sec): 3 clusters
  Score: Raw -2208917.855473 + Penalty 3269.520754 = -2205648.334719
  nChanged 3
		SP:Iteration 34Q (116332.750000 sec): 3 clusters
  Score: Raw -2208920.580287 + Penalty 3269.520754 = -2205651.059532
  nChanged 2
		SP:Iteration 35Q (116333.040000 sec): 3 clusters
  Score: Raw -2208921.955544 + Penalty 3269.520754 = -2205652.434789
  nChanged 2
		SP:Iteration 36Q (116333.280000 sec): 3 clusters
  Score: Raw -2208922.768546 + Penalty 3269.520754 = -2205653.247792
  nChanged 1
		SP:Iteration 37Q (116333.570000 sec): 3 clusters
  Score: Raw -2208923.201717 + Penalty 3269.520754 = -2205653.680963
  nChanged 1
		SP:Iteration 38Q (116333.820000 sec): 3 clusters
  Score: Raw -2208923.732567 + Penalty 3269.520754 = -2205654.211813
  nChanged 2
		SP:Iteration 39Q (116334.110000 sec): 3 clusters
  Score: Raw -2208924.804345 + Penalty 3269.520754 = -2205655.283590
  nChanged 2
		SP:Iteration 40F (116334.370000 sec): 3 clusters
  Score: Raw -2208927.085771 + Penalty 3269.520754 = -2205657.565017
  nChanged 3
		SP:Iteration 41Q (116334.660000 sec): 3 clusters
  Score: Raw -2208930.502085 + Penalty 3269.520754 = -2205660.981331
  nChanged 2
		SP:Iteration 42Q (116334.900000 sec): 3 clusters
  Score: Raw -2208931.819230 + Penalty 3269.520754 = -2205662.298476
  nChanged 1
		SP:Iteration 43Q (116335.200000 sec): 3 clusters
  Score: Raw -2208931.992267 + Penalty 3269.520754 = -2205662.471512
  nChanged 0
		SP:Iteration 44F (116335.460000 sec): 3 clusters
  Score: Raw -2208931.992267 + Penalty 3269.520754 = -2205662.471512
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 41 (2958 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (116335.520000 sec): 2 clusters
  Score: Raw -244879.217419 + Penalty 1298.743655 = -243580.473764
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (116335.590000 sec): 3 clusters
  Score: Raw -243539.952361 + Penalty 2597.487309 = -240942.465052
  nChanged 1095
		SP:Iteration 1F (116335.640000 sec): 3 clusters
  Score: Raw -244294.809904 + Penalty 2597.487309 = -241697.322595
  nChanged 270
		SP:Iteration 2F (116335.700000 sec): 3 clusters
  Score: Raw -244551.246895 + Penalty 2597.487309 = -241953.759586
  nChanged 221
		SP:Iteration 3F (116335.760000 sec): 3 clusters
  Score: Raw -244757.097777 + Penalty 2597.487309 = -242159.610468
  nChanged 187
		SP:Iteration 4F (116335.820000 sec): 3 clusters
  Score: Raw -244919.178975 + Penalty 2597.487309 = -242321.691666
  nChanged 160
		SP:Iteration 5F (116335.870000 sec): 3 clusters
  Score: Raw -245059.117005 + Penalty 2597.487309 = -242461.629696
  nChanged 137
		SP:Iteration 6Q (116335.930000 sec): 3 clusters
  Score: Raw -245195.428624 + Penalty 2597.487309 = -242597.941315
  nChanged 129
		SP:Iteration 7Q (116335.990000 sec): 3 clusters
  Score: Raw -245340.530561 + Penalty 2597.487309 = -242743.043252
  nChanged 101
		SP:Iteration 8Q (116336.040000 sec): 3 clusters
  Score: Raw -245447.867463 + Penalty 2597.487309 = -242850.380154
  nChanged 74
		SP:Iteration 9Q (116336.100000 sec): 3 clusters
  Score: Raw -245506.674192 + Penalty 2597.487309 = -242909.186883
  nChanged 38
		SP:Iteration 10Q (116336.160000 sec): 3 clusters
  Score: Raw -245535.354223 + Penalty 2597.487309 = -242937.866914
  nChanged 29
		SP:Iteration 11Q (116336.220000 sec): 3 clusters
  Score: Raw -245557.920137 + Penalty 2597.487309 = -242960.432828
  nChanged 27
		SP:Iteration 12Q (116336.270000 sec): 3 clusters
  Score: Raw -245576.456979 + Penalty 2597.487309 = -242978.969670
  nChanged 12
		SP:Iteration 13Q (116336.330000 sec): 3 clusters
  Score: Raw -245584.214370 + Penalty 2597.487309 = -242986.727061
  nChanged 8
		SP:Iteration 14Q (116336.380000 sec): 3 clusters
  Score: Raw -245589.189803 + Penalty 2597.487309 = -242991.702494
  nChanged 9
		SP:Iteration 15Q (116336.440000 sec): 3 clusters
  Score: Raw -245593.550260 + Penalty 2597.487309 = -242996.062951
  nChanged 7
		SP:Iteration 16Q (116336.500000 sec): 3 clusters
  Score: Raw -245599.161441 + Penalty 2597.487309 = -243001.674132
  nChanged 12
		SP:Iteration 17Q (116336.560000 sec): 3 clusters
  Score: Raw -245607.020005 + Penalty 2597.487309 = -243009.532696
  nChanged 9
		SP:Iteration 18Q (116336.610000 sec): 3 clusters
  Score: Raw -245614.258379 + Penalty 2597.487309 = -243016.771070
  nChanged 5
		SP:Iteration 19Q (116336.670000 sec): 3 clusters
  Score: Raw -245616.882611 + Penalty 2597.487309 = -243019.395302
  nChanged 5
		SP:Iteration 20F (116336.720000 sec): 3 clusters
  Score: Raw -245619.524794 + Penalty 2597.487309 = -243022.037485
  nChanged 2
		SP:Iteration 21Q (116336.780000 sec): 3 clusters
  Score: Raw -245620.882186 + Penalty 2597.487309 = -243023.394877
  nChanged 2
		SP:Iteration 22Q (116336.840000 sec): 3 clusters
  Score: Raw -245622.372215 + Penalty 2597.487309 = -243024.884906
  nChanged 2
		SP:Iteration 23Q (116336.900000 sec): 3 clusters
  Score: Raw -245623.063656 + Penalty 2597.487309 = -243025.576347
  nChanged 1
		SP:Iteration 24Q (116336.950000 sec): 3 clusters
  Score: Raw -245623.683077 + Penalty 2597.487309 = -243026.195767
  nChanged 0
		SP:Iteration 25F (116337.010000 sec): 3 clusters
  Score: Raw -245623.683077 + Penalty 2597.487309 = -243026.195767
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 42 (817 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (116337.060000 sec): 2 clusters
  Score: Raw -58474.165795 + Penalty 1089.666353 = -57384.499442
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (116337.070000 sec): 3 clusters
  Score: Raw -58293.227297 + Penalty 2179.332706 = -56113.894591
  nChanged 264
		SP:Iteration 1F (116337.090000 sec): 3 clusters
  Score: Raw -58657.417892 + Penalty 2179.332706 = -56478.085187
  nChanged 80
		SP:Iteration 2F (116337.110000 sec): 3 clusters
  Score: Raw -58807.913139 + Penalty 2179.332706 = -56628.580433
  nChanged 45
		SP:Iteration 3F (116337.120000 sec): 3 clusters
  Score: Raw -58875.557955 + Penalty 2179.332706 = -56696.225249
  nChanged 22
		SP:Iteration 4Q (116337.140000 sec): 3 clusters
  Score: Raw -58907.663499 + Penalty 2179.332706 = -56728.330793
  nChanged 21
		SP:Iteration 5Q (116337.160000 sec): 3 clusters
  Score: Raw -58948.549200 + Penalty 2179.332706 = -56769.216494
  nChanged 16
		SP:Iteration 6Q (116337.170000 sec): 3 clusters
  Score: Raw -58979.449191 + Penalty 2179.332706 = -56800.116485
  nChanged 13
		SP:Iteration 7Q (116337.180000 sec): 3 clusters
  Score: Raw -59010.907369 + Penalty 2179.332706 = -56831.574663
  nChanged 12
		SP:Iteration 8Q (116337.200000 sec): 3 clusters
  Score: Raw -59035.933899 + Penalty 2179.332706 = -56856.601194
  nChanged 13
		SP:Iteration 9Q (116337.220000 sec): 3 clusters
  Score: Raw -59055.392001 + Penalty 2179.332706 = -56876.059296
  nChanged 10
		SP:Iteration 10Q (116337.230000 sec): 3 clusters
  Score: Raw -59069.158359 + Penalty 2179.332706 = -56889.825653
  nChanged 9
		SP:Iteration 11Q (116337.250000 sec): 3 clusters
  Score: Raw -59078.351228 + Penalty 2179.332706 = -56899.018522
  nChanged 7
		SP:Iteration 12Q (116337.260000 sec): 3 clusters
  Score: Raw -59086.578994 + Penalty 2179.332706 = -56907.246288
  nChanged 3
		SP:Iteration 13Q (116337.280000 sec): 3 clusters
  Score: Raw -59089.452135 + Penalty 2179.332706 = -56910.119429
  nChanged 4
		SP:Iteration 14Q (116337.300000 sec): 3 clusters
  Score: Raw -59093.801568 + Penalty 2179.332706 = -56914.468862
  nChanged 4
		SP:Iteration 15Q (116337.310000 sec): 3 clusters
  Score: Raw -59098.272410 + Penalty 2179.332706 = -56918.939704
  nChanged 4
		SP:Iteration 16Q (116337.330000 sec): 3 clusters
  Score: Raw -59106.277119 + Penalty 2179.332706 = -56926.944413
  nChanged 6
		SP:Iteration 17Q (116337.340000 sec): 3 clusters
  Score: Raw -59119.155825 + Penalty 2179.332706 = -56939.823120
  nChanged 6
		SP:Iteration 18Q (116337.360000 sec): 3 clusters
  Score: Raw -59151.179301 + Penalty 2179.332706 = -56971.846595
  nChanged 9
		SP:Iteration 19Q (116337.370000 sec): 3 clusters
  Score: Raw -59204.600158 + Penalty 2179.332706 = -57025.267452
  nChanged 8
		SP:Iteration 20F (116337.390000 sec): 3 clusters
  Score: Raw -59215.837658 + Penalty 2179.332706 = -57036.504952
  nChanged 4
		SP:Iteration 21Q (116337.400000 sec): 3 clusters
  Score: Raw -59224.000077 + Penalty 2179.332706 = -57044.667371
  nChanged 4
		SP:Iteration 22Q (116337.420000 sec): 3 clusters
  Score: Raw -59232.661558 + Penalty 2179.332706 = -57053.328852
  nChanged 3
		SP:Iteration 23Q (116337.440000 sec): 3 clusters
  Score: Raw -59234.724661 + Penalty 2179.332706 = -57055.391955
  nChanged 2
		SP:Iteration 24Q (116337.450000 sec): 3 clusters
  Score: Raw -59237.599893 + Penalty 2179.332706 = -57058.267187
  nChanged 0
		SP:Iteration 25F (116337.470000 sec): 3 clusters
  Score: Raw -59237.599893 + Penalty 2179.332706 = -57058.267187
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 43 (813 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (116337.510000 sec): 2 clusters
  Score: Raw -67698.515717 + Penalty 1088.868805 = -66609.646912
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (116337.520000 sec): 3 clusters
  Score: Raw -67590.397644 + Penalty 2177.737611 = -65412.660034
  nChanged 223
		SP:Iteration 1F (116337.540000 sec): 3 clusters
  Score: Raw -67842.136306 + Penalty 2177.737611 = -65664.398696
  nChanged 60
		SP:Iteration 2F (116337.560000 sec): 3 clusters
  Score: Raw -67935.617767 + Penalty 2177.737611 = -65757.880156
  nChanged 48
		SP:Iteration 3F (116337.570000 sec): 3 clusters
  Score: Raw -68019.836984 + Penalty 2177.737611 = -65842.099374
  nChanged 31
		SP:Iteration 4Q (116337.590000 sec): 3 clusters
  Score: Raw -68064.476874 + Penalty 2177.737611 = -65886.739263
  nChanged 19
		SP:Iteration 5Q (116337.600000 sec): 3 clusters
  Score: Raw -68098.885867 + Penalty 2177.737611 = -65921.148256
  nChanged 11
		SP:Iteration 6Q (116337.620000 sec): 3 clusters
  Score: Raw -68119.907068 + Penalty 2177.737611 = -65942.169458
  nChanged 11
		SP:Iteration 7Q (116337.640000 sec): 3 clusters
  Score: Raw -68133.862974 + Penalty 2177.737611 = -65956.125364
  nChanged 7
		SP:Iteration 8Q (116337.650000 sec): 3 clusters
  Score: Raw -68143.829671 + Penalty 2177.737611 = -65966.092060
  nChanged 4
		SP:Iteration 9Q (116337.670000 sec): 3 clusters
  Score: Raw -68147.863904 + Penalty 2177.737611 = -65970.126294
  nChanged 4
		SP:Iteration 10Q (116337.680000 sec): 3 clusters
  Score: Raw -68150.871686 + Penalty 2177.737611 = -65973.134075
  nChanged 0
		SP:Iteration 11F (116337.700000 sec): 3 clusters
  Score: Raw -68150.871686 + Penalty 2177.737611 = -65973.134075
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 44 (1683 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (116337.760000 sec): 2 clusters
  Score: Raw -149936.783817 + Penalty 1207.104144 = -148729.679673
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (116337.800000 sec): 3 clusters
  Score: Raw -149264.424523 + Penalty 2414.208288 = -146850.216235
  nChanged 560
		SP:Iteration 1F (116337.830000 sec): 3 clusters
  Score: Raw -149684.811025 + Penalty 2414.208288 = -147270.602736
  nChanged 155
		SP:Iteration 2F (116337.860000 sec): 3 clusters
  Score: Raw -149866.235927 + Penalty 2414.208288 = -147452.027639
  nChanged 114
		SP:Iteration 3F (116337.900000 sec): 3 clusters
  Score: Raw -149984.457051 + Penalty 2414.208288 = -147570.248763
  nChanged 90
		SP:Iteration 4F (116337.930000 sec): 3 clusters
  Score: Raw -150085.467717 + Penalty 2414.208288 = -147671.259429
  nChanged 67
		SP:Iteration 5Q (116337.960000 sec): 3 clusters
  Score: Raw -150171.644906 + Penalty 2414.208288 = -147757.436618
  nChanged 71
		SP:Iteration 6Q (116338.000000 sec): 3 clusters
  Score: Raw -150257.666631 + Penalty 2414.208288 = -147843.458342
  nChanged 71
		SP:Iteration 7Q (116338.030000 sec): 3 clusters
  Score: Raw -150378.370383 + Penalty 2414.208288 = -147964.162095
  nChanged 69
		SP:Iteration 8Q (116338.070000 sec): 3 clusters
  Score: Raw -150467.493713 + Penalty 2414.208288 = -148053.285425
  nChanged 46
		SP:Iteration 9Q (116338.100000 sec): 3 clusters
  Score: Raw -150518.077021 + Penalty 2414.208288 = -148103.868733
  nChanged 36
		SP:Iteration 10Q (116338.130000 sec): 3 clusters
  Score: Raw -150545.021323 + Penalty 2414.208288 = -148130.813035
  nChanged 20
		SP:Iteration 11Q (116338.170000 sec): 3 clusters
  Score: Raw -150558.837011 + Penalty 2414.208288 = -148144.628723
  nChanged 13
		SP:Iteration 12Q (116338.200000 sec): 3 clusters
  Score: Raw -150568.391547 + Penalty 2414.208288 = -148154.183259
  nChanged 12
		SP:Iteration 13Q (116338.240000 sec): 3 clusters
  Score: Raw -150576.599875 + Penalty 2414.208288 = -148162.391587
  nChanged 5
		SP:Iteration 14Q (116338.270000 sec): 3 clusters
  Score: Raw -150579.528616 + Penalty 2414.208288 = -148165.320328
  nChanged 5
		SP:Iteration 15Q (116338.300000 sec): 3 clusters
  Score: Raw -150582.043161 + Penalty 2414.208288 = -148167.834873
  nChanged 5
		SP:Iteration 16Q (116338.340000 sec): 3 clusters
  Score: Raw -150585.360527 + Penalty 2414.208288 = -148171.152239
  nChanged 6
		SP:Iteration 17Q (116338.370000 sec): 3 clusters
  Score: Raw -150589.515480 + Penalty 2414.208288 = -148175.307192
  nChanged 5
		SP:Iteration 18Q (116338.400000 sec): 3 clusters
  Score: Raw -150593.944809 + Penalty 2414.208288 = -148179.736521
  nChanged 5
		SP:Iteration 19Q (116338.440000 sec): 3 clusters
  Score: Raw -150597.742998 + Penalty 2414.208288 = -148183.534710
  nChanged 7
		SP:Iteration 20F (116338.470000 sec): 3 clusters
  Score: Raw -150601.397256 + Penalty 2414.208288 = -148187.188968
  nChanged 1
		SP:Iteration 21Q (116338.510000 sec): 3 clusters
  Score: Raw -150602.280934 + Penalty 2414.208288 = -148188.072646
  nChanged 1
		SP:Iteration 22Q (116338.540000 sec): 3 clusters
  Score: Raw -150602.702189 + Penalty 2414.208288 = -148188.493901
  nChanged 0
		SP:Iteration 23F (116338.570000 sec): 3 clusters
  Score: Raw -150602.702189 + Penalty 2414.208288 = -148188.493901
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 45 (2111 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (116338.640000 sec): 2 clusters
  Score: Raw -164252.683419 + Penalty 1243.924020 = -163008.759399
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (116338.680000 sec): 3 clusters
  Score: Raw -163389.478384 + Penalty 2487.848041 = -160901.630343
  nChanged 773
		SP:Iteration 1F (116338.720000 sec): 3 clusters
  Score: Raw -163971.512362 + Penalty 2487.848041 = -161483.664322
  nChanged 191
		SP:Iteration 2F (116338.760000 sec): 3 clusters
  Score: Raw -164174.887597 + Penalty 2487.848041 = -161687.039557
  nChanged 140
		SP:Iteration 3F (116338.800000 sec): 3 clusters
  Score: Raw -164314.385235 + Penalty 2487.848041 = -161826.537194
  nChanged 108
		SP:Iteration 4F (116338.850000 sec): 3 clusters
  Score: Raw -164412.069807 + Penalty 2487.848041 = -161924.221766
  nChanged 99
		SP:Iteration 5Q (116338.890000 sec): 3 clusters
  Score: Raw -164499.493779 + Penalty 2487.848041 = -162011.645738
  nChanged 65
		SP:Iteration 6Q (116338.930000 sec): 3 clusters
  Score: Raw -164545.689302 + Penalty 2487.848041 = -162057.841262
  nChanged 55
		SP:Iteration 7Q (116338.970000 sec): 3 clusters
  Score: Raw -164582.571312 + Penalty 2487.848041 = -162094.723271
  nChanged 41
		SP:Iteration 8Q (116339.010000 sec): 3 clusters
  Score: Raw -164612.830225 + Penalty 2487.848041 = -162124.982184
  nChanged 39
		SP:Iteration 9Q (116339.060000 sec): 3 clusters
  Score: Raw -164641.078443 + Penalty 2487.848041 = -162153.230402
  nChanged 30
		SP:Iteration 10Q (116339.100000 sec): 3 clusters
  Score: Raw -164663.762874 + Penalty 2487.848041 = -162175.914833
  nChanged 27
		SP:Iteration 11Q (116339.140000 sec): 3 clusters
  Score: Raw -164681.391392 + Penalty 2487.848041 = -162193.543351
  nChanged 17
		SP:Iteration 12Q (116339.180000 sec): 3 clusters
  Score: Raw -164697.735649 + Penalty 2487.848041 = -162209.887609
  nChanged 23
		SP:Iteration 13Q (116339.220000 sec): 3 clusters
  Score: Raw -164715.371625 + Penalty 2487.848041 = -162227.523585
  nChanged 31
		SP:Iteration 14Q (116339.260000 sec): 3 clusters
  Score: Raw -164732.457161 + Penalty 2487.848041 = -162244.609121
  nChanged 14
		SP:Iteration 15Q (116339.300000 sec): 3 clusters
  Score: Raw -164739.284332 + Penalty 2487.848041 = -162251.436291
  nChanged 10
		SP:Iteration 16Q (116339.340000 sec): 3 clusters
  Score: Raw -164741.997591 + Penalty 2487.848041 = -162254.149550
  nChanged 3
		SP:Iteration 17Q (116339.380000 sec): 3 clusters
  Score: Raw -164742.788454 + Penalty 2487.848041 = -162254.940413
  nChanged 1
		SP:Iteration 18Q (116339.430000 sec): 3 clusters
  Score: Raw -164743.368360 + Penalty 2487.848041 = -162255.520320
  nChanged 2
		SP:Iteration 19Q (116339.470000 sec): 3 clusters
  Score: Raw -164743.840891 + Penalty 2487.848041 = -162255.992851
  nChanged 0
		SP:Iteration 20F (116339.510000 sec): 3 clusters
  Score: Raw -164743.840891 + Penalty 2487.848041 = -162255.992851
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 46 (1688 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (116339.570000 sec): 2 clusters
  Score: Raw -141400.738193 + Penalty 1207.586197 = -140193.151996
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (116339.600000 sec): 3 clusters
  Score: Raw -140739.037258 + Penalty 2415.172394 = -138323.864864
  nChanged 570
		SP:Iteration 1F (116339.640000 sec): 3 clusters
  Score: Raw -141130.868521 + Penalty 2415.172394 = -138715.696127
  nChanged 115
		SP:Iteration 2F (116339.670000 sec): 3 clusters
  Score: Raw -141223.470646 + Penalty 2415.172394 = -138808.298252
  nChanged 61
		SP:Iteration 3Q (116339.700000 sec): 3 clusters
  Score: Raw -141271.697850 + Penalty 2415.172394 = -138856.525456
  nChanged 42
		SP:Iteration 4Q (116339.730000 sec): 3 clusters
  Score: Raw -141297.166895 + Penalty 2415.172394 = -138881.994501
  nChanged 29
		SP:Iteration 5Q (116339.760000 sec): 3 clusters
  Score: Raw -141320.430263 + Penalty 2415.172394 = -138905.257868
  nChanged 28
		SP:Iteration 6Q (116339.800000 sec): 3 clusters
  Score: Raw -141338.250445 + Penalty 2415.172394 = -138923.078051
  nChanged 26
		SP:Iteration 7Q (116339.830000 sec): 3 clusters
  Score: Raw -141359.827979 + Penalty 2415.172394 = -138944.655585
  nChanged 23
		SP:Iteration 8Q (116339.860000 sec): 3 clusters
  Score: Raw -141375.477349 + Penalty 2415.172394 = -138960.304955
  nChanged 21
		SP:Iteration 9Q (116339.890000 sec): 3 clusters
  Score: Raw -141392.484793 + Penalty 2415.172394 = -138977.312399
  nChanged 28
		SP:Iteration 10Q (116339.920000 sec): 3 clusters
  Score: Raw -141413.284565 + Penalty 2415.172394 = -138998.112171
  nChanged 26
		SP:Iteration 11Q (116339.960000 sec): 3 clusters
  Score: Raw -141428.558698 + Penalty 2415.172394 = -139013.386304
  nChanged 25
		SP:Iteration 12Q (116339.990000 sec): 3 clusters
  Score: Raw -141447.609534 + Penalty 2415.172394 = -139032.437140
  nChanged 33
		SP:Iteration 13Q (116340.020000 sec): 3 clusters
  Score: Raw -141472.498775 + Penalty 2415.172394 = -139057.326381
  nChanged 37
		SP:Iteration 14Q (116340.060000 sec): 3 clusters
  Score: Raw -141507.780441 + Penalty 2415.172394 = -139092.608047
  nChanged 34
		SP:Iteration 15Q (116340.090000 sec): 3 clusters
  Score: Raw -141535.228138 + Penalty 2415.172394 = -139120.055744
  nChanged 27
		SP:Iteration 16Q (116340.120000 sec): 3 clusters
  Score: Raw -141558.690730 + Penalty 2415.172394 = -139143.518336
  nChanged 23
		SP:Iteration 17Q (116340.150000 sec): 3 clusters
  Score: Raw -141572.366534 + Penalty 2415.172394 = -139157.194139
  nChanged 14
		SP:Iteration 18Q (116340.180000 sec): 3 clusters
  Score: Raw -141581.704302 + Penalty 2415.172394 = -139166.531908
  nChanged 11
		SP:Iteration 19Q (116340.220000 sec): 3 clusters
  Score: Raw -141590.159458 + Penalty 2415.172394 = -139174.987064
  nChanged 16
		SP:Iteration 20F (116340.250000 sec): 3 clusters
  Score: Raw -141600.695168 + Penalty 2415.172394 = -139185.522773
  nChanged 14
		SP:Iteration 21Q (116340.280000 sec): 3 clusters
  Score: Raw -141609.012296 + Penalty 2415.172394 = -139193.839902
  nChanged 10
		SP:Iteration 22Q (116340.310000 sec): 3 clusters
  Score: Raw -141615.679579 + Penalty 2415.172394 = -139200.507184
  nChanged 7
		SP:Iteration 23Q (116340.340000 sec): 3 clusters
  Score: Raw -141619.275652 + Penalty 2415.172394 = -139204.103258
  nChanged 5
		SP:Iteration 24Q (116340.380000 sec): 3 clusters
  Score: Raw -141623.629220 + Penalty 2415.172394 = -139208.456826
  nChanged 4
		SP:Iteration 25Q (116340.410000 sec): 3 clusters
  Score: Raw -141625.205935 + Penalty 2415.172394 = -139210.033540
  nChanged 4
		SP:Iteration 26Q (116340.440000 sec): 3 clusters
  Score: Raw -141626.834871 + Penalty 2415.172394 = -139211.662476
  nChanged 3
		SP:Iteration 27Q (116340.470000 sec): 3 clusters
  Score: Raw -141628.292733 + Penalty 2415.172394 = -139213.120338
  nChanged 0
		SP:Iteration 28F (116340.500000 sec): 3 clusters
  Score: Raw -141628.292733 + Penalty 2415.172394 = -139213.120338
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 47 (3455 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (116340.580000 sec): 2 clusters
  Score: Raw -292869.995804 + Penalty 1323.981382 = -291546.014422
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (116340.640000 sec): 3 clusters
  Score: Raw -291194.951192 + Penalty 2647.962764 = -288546.988428
  nChanged 1330
		SP:Iteration 1F (116340.710000 sec): 3 clusters
  Score: Raw -291998.865210 + Penalty 2647.962764 = -289350.902446
  nChanged 292
		SP:Iteration 2F (116340.780000 sec): 3 clusters
  Score: Raw -292202.784136 + Penalty 2647.962764 = -289554.821371
  nChanged 206
		SP:Iteration 3F (116340.840000 sec): 3 clusters
  Score: Raw -292345.878384 + Penalty 2647.962764 = -289697.915620
  nChanged 141
		SP:Iteration 4Q (116340.900000 sec): 3 clusters
  Score: Raw -292444.016165 + Penalty 2647.962764 = -289796.053401
  nChanged 140
		SP:Iteration 5Q (116340.970000 sec): 3 clusters
  Score: Raw -292548.497971 + Penalty 2647.962764 = -289900.535207
  nChanged 128
		SP:Iteration 6Q (116341.030000 sec): 3 clusters
  Score: Raw -292633.958958 + Penalty 2647.962764 = -289985.996194
  nChanged 117
		SP:Iteration 7Q (116341.100000 sec): 3 clusters
  Score: Raw -292713.881225 + Penalty 2647.962764 = -290065.918461
  nChanged 105
		SP:Iteration 8Q (116341.160000 sec): 3 clusters
  Score: Raw -292786.460739 + Penalty 2647.962764 = -290138.497974
  nChanged 98
		SP:Iteration 9Q (116341.230000 sec): 3 clusters
  Score: Raw -292850.284551 + Penalty 2647.962764 = -290202.321787
  nChanged 83
		SP:Iteration 10Q (116341.290000 sec): 3 clusters
  Score: Raw -292904.737203 + Penalty 2647.962764 = -290256.774439
  nChanged 90
		SP:Iteration 11Q (116341.360000 sec): 3 clusters
  Score: Raw -292960.066968 + Penalty 2647.962764 = -290312.104204
  nChanged 80
		SP:Iteration 12Q (116341.420000 sec): 3 clusters
  Score: Raw -293012.342868 + Penalty 2647.962764 = -290364.380104
  nChanged 73
		SP:Iteration 13Q (116341.490000 sec): 3 clusters
  Score: Raw -293055.615929 + Penalty 2647.962764 = -290407.653164
  nChanged 66
		SP:Iteration 14Q (116341.550000 sec): 3 clusters
  Score: Raw -293088.109841 + Penalty 2647.962764 = -290440.147077
  nChanged 65
		SP:Iteration 15Q (116341.620000 sec): 3 clusters
  Score: Raw -293125.936078 + Penalty 2647.962764 = -290477.973313
  nChanged 58
		SP:Iteration 16Q (116341.680000 sec): 3 clusters
  Score: Raw -293151.814203 + Penalty 2647.962764 = -290503.851438
  nChanged 53
		SP:Iteration 17Q (116341.740000 sec): 3 clusters
  Score: Raw -293179.282126 + Penalty 2647.962764 = -290531.319361
  nChanged 59
		SP:Iteration 18Q (116341.810000 sec): 3 clusters
  Score: Raw -293210.794923 + Penalty 2647.962764 = -290562.832158
  nChanged 49
		SP:Iteration 19Q (116341.870000 sec): 3 clusters
  Score: Raw -293239.491622 + Penalty 2647.962764 = -290591.528858
  nChanged 51
		SP:Iteration 20F (116341.940000 sec): 3 clusters
  Score: Raw -293270.201625 + Penalty 2647.962764 = -290622.238861
  nChanged 45
		SP:Iteration 21Q (116342.000000 sec): 3 clusters
  Score: Raw -293292.346258 + Penalty 2647.962764 = -290644.383494
  nChanged 44
		SP:Iteration 22Q (116342.060000 sec): 3 clusters
  Score: Raw -293316.178243 + Penalty 2647.962764 = -290668.215479
  nChanged 38
		SP:Iteration 23Q (116342.130000 sec): 3 clusters
  Score: Raw -293334.751400 + Penalty 2647.962764 = -290686.788636
  nChanged 31
		SP:Iteration 24Q (116342.190000 sec): 3 clusters
  Score: Raw -293347.323599 + Penalty 2647.962764 = -290699.360834
  nChanged 18
		SP:Iteration 25Q (116342.260000 sec): 3 clusters
  Score: Raw -293354.307485 + Penalty 2647.962764 = -290706.344720
  nChanged 12
		SP:Iteration 26Q (116342.320000 sec): 3 clusters
  Score: Raw -293360.429839 + Penalty 2647.962764 = -290712.467075
  nChanged 21
		SP:Iteration 27Q (116342.380000 sec): 3 clusters
  Score: Raw -293370.719649 + Penalty 2647.962764 = -290722.756885
  nChanged 17
		SP:Iteration 28Q (116342.440000 sec): 3 clusters
  Score: Raw -293379.568716 + Penalty 2647.962764 = -290731.605952
  nChanged 18
		SP:Iteration 29Q (116342.510000 sec): 3 clusters
  Score: Raw -293388.195717 + Penalty 2647.962764 = -290740.232953
  nChanged 14
		SP:Iteration 30Q (116342.570000 sec): 3 clusters
  Score: Raw -293392.867017 + Penalty 2647.962764 = -290744.904253
  nChanged 7
		SP:Iteration 31Q (116342.640000 sec): 3 clusters
  Score: Raw -293394.536558 + Penalty 2647.962764 = -290746.573794
  nChanged 1
		SP:Iteration 32Q (116342.700000 sec): 3 clusters
  Score: Raw -293394.925798 + Penalty 2647.962764 = -290746.963034
  nChanged 1
		SP:Iteration 33Q (116342.760000 sec): 3 clusters
  Score: Raw -293395.699432 + Penalty 2647.962764 = -290747.736667
  nChanged 2
		SP:Iteration 34Q (116342.820000 sec): 3 clusters
  Score: Raw -293396.283712 + Penalty 2647.962764 = -290748.320948
  nChanged 4
		SP:Iteration 35Q (116342.890000 sec): 3 clusters
  Score: Raw -293397.690388 + Penalty 2647.962764 = -290749.727624
  nChanged 6
		SP:Iteration 36Q (116342.950000 sec): 3 clusters
  Score: Raw -293401.212473 + Penalty 2647.962764 = -290753.249708
  nChanged 4
		SP:Iteration 37Q (116343.010000 sec): 3 clusters
  Score: Raw -293402.489784 + Penalty 2647.962764 = -290754.527020
  nChanged 3
		SP:Iteration 38Q (116343.080000 sec): 3 clusters
  Score: Raw -293404.303027 + Penalty 2647.962764 = -290756.340262
  nChanged 4
		SP:Iteration 39Q (116343.140000 sec): 3 clusters
  Score: Raw -293405.960774 + Penalty 2647.962764 = -290757.998009
  nChanged 2
		SP:Iteration 40F (116343.200000 sec): 3 clusters
  Score: Raw -293406.602230 + Penalty 2647.962764 = -290758.639466
  nChanged 3
		SP:Iteration 41Q (116343.270000 sec): 3 clusters
  Score: Raw -293407.291330 + Penalty 2647.962764 = -290759.328566
  nChanged 1
		SP:Iteration 42Q (116343.330000 sec): 3 clusters
  Score: Raw -293407.446585 + Penalty 2647.962764 = -290759.483820
  nChanged 0
		SP:Iteration 43F (116343.390000 sec): 3 clusters
  Score: Raw -293407.446585 + Penalty 2647.962764 = -290759.483820
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 48 (38108 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (116343.720000 sec): 2 clusters
  Score: Raw -3446611.126492 + Penalty 1714.079171 = -3444897.047321
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (116344.170000 sec): 3 clusters
  Score: Raw -3422602.400605 + Penalty 3428.158342 = -3419174.242263
  nChanged 17801
		SP:Iteration 1F (116344.660000 sec): 3 clusters
  Score: Raw -3433204.440768 + Penalty 3428.158342 = -3429776.282426
  nChanged 2340
		SP:Iteration 2F (116345.090000 sec): 3 clusters
  Score: Raw -3434433.858286 + Penalty 3428.158342 = -3431005.699945
  nChanged 2694
		SP:Iteration 3F (116345.520000 sec): 3 clusters
  Score: Raw -3436202.411255 + Penalty 3428.158342 = -3432774.252914
  nChanged 2942
		SP:Iteration 4F (116345.950000 sec): 3 clusters
  Score: Raw -3438291.507745 + Penalty 3428.158342 = -3434863.349404
  nChanged 2766
		SP:Iteration 5F (116346.390000 sec): 3 clusters
  Score: Raw -3440173.320911 + Penalty 3428.158342 = -3436745.162569
  nChanged 2208
		SP:Iteration 6F (116346.820000 sec): 3 clusters
  Score: Raw -3441543.967258 + Penalty 3428.158342 = -3438115.808916
  nChanged 1714
		SP:Iteration 7Q (116347.270000 sec): 3 clusters
  Score: Raw -3442601.142955 + Penalty 3428.158342 = -3439172.984613
  nChanged 1459
		SP:Iteration 8Q (116347.770000 sec): 3 clusters
  Score: Raw -3443539.231955 + Penalty 3428.158342 = -3440111.073613
  nChanged 1258
		SP:Iteration 9Q (116348.240000 sec): 3 clusters
  Score: Raw -3444413.707996 + Penalty 3428.158342 = -3440985.549654
  nChanged 1052
		SP:Iteration 10Q (116348.680000 sec): 3 clusters
  Score: Raw -3445181.033400 + Penalty 3428.158342 = -3441752.875059
  nChanged 832
		SP:Iteration 11Q (116349.120000 sec): 3 clusters
  Score: Raw -3445807.527512 + Penalty 3428.158342 = -3442379.369170
  nChanged 564
		SP:Iteration 12Q (116349.590000 sec): 3 clusters
  Score: Raw -3446226.716062 + Penalty 3428.158342 = -3442798.557720
  nChanged 337
		SP:Iteration 13Q (116350.020000 sec): 3 clusters
  Score: Raw -3446478.479805 + Penalty 3428.158342 = -3443050.321464
  nChanged 203
		SP:Iteration 14Q (116350.470000 sec): 3 clusters
  Score: Raw -3446624.012846 + Penalty 3428.158342 = -3443195.854505
  nChanged 134
		SP:Iteration 15Q (116350.890000 sec): 3 clusters
  Score: Raw -3446728.107231 + Penalty 3428.158342 = -3443299.948890
  nChanged 76
		SP:Iteration 16Q (116351.340000 sec): 3 clusters
  Score: Raw -3446786.959069 + Penalty 3428.158342 = -3443358.800727
  nChanged 48
		SP:Iteration 17Q (116351.750000 sec): 3 clusters
  Score: Raw -3446826.986333 + Penalty 3428.158342 = -3443398.827991
  nChanged 36
		SP:Iteration 18Q (116352.190000 sec): 3 clusters
  Score: Raw -3446856.928188 + Penalty 3428.158342 = -3443428.769846
  nChanged 25
		SP:Iteration 19Q (116352.640000 sec): 3 clusters
  Score: Raw -3446881.627436 + Penalty 3428.158342 = -3443453.469094
  nChanged 27
		SP:Iteration 20F (116353.080000 sec): 3 clusters
  Score: Raw -3446905.338089 + Penalty 3428.158342 = -3443477.179747
  nChanged 18
		SP:Iteration 21Q (116353.500000 sec): 3 clusters
  Score: Raw -3446917.266349 + Penalty 3428.158342 = -3443489.108007
  nChanged 10
		SP:Iteration 22Q (116353.910000 sec): 3 clusters
  Score: Raw -3446925.333664 + Penalty 3428.158342 = -3443497.175322
  nChanged 5
		SP:Iteration 23Q (116354.340000 sec): 3 clusters
  Score: Raw -3446928.650077 + Penalty 3428.158342 = -3443500.491736
  nChanged 6
		SP:Iteration 24Q (116354.780000 sec): 3 clusters
  Score: Raw -3446933.353476 + Penalty 3428.158342 = -3443505.195134
  nChanged 9
		SP:Iteration 25Q (116355.220000 sec): 3 clusters
  Score: Raw -3446941.356504 + Penalty 3428.158342 = -3443513.198162
  nChanged 10
		SP:Iteration 26Q (116355.660000 sec): 3 clusters
  Score: Raw -3446951.670041 + Penalty 3428.158342 = -3443523.511699
  nChanged 9
		SP:Iteration 27Q (116356.100000 sec): 3 clusters
  Score: Raw -3446962.498135 + Penalty 3428.158342 = -3443534.339793
  nChanged 13
		SP:Iteration 28Q (116356.510000 sec): 3 clusters
  Score: Raw -3446971.506974 + Penalty 3428.158342 = -3443543.348632
  nChanged 6
		SP:Iteration 29Q (116356.950000 sec): 3 clusters
  Score: Raw -3446977.760595 + Penalty 3428.158342 = -3443549.602254
  nChanged 8
		SP:Iteration 30Q (116357.390000 sec): 3 clusters
  Score: Raw -3446984.415839 + Penalty 3428.158342 = -3443556.257497
  nChanged 8
		SP:Iteration 31Q (116357.830000 sec): 3 clusters
  Score: Raw -3446993.358416 + Penalty 3428.158342 = -3443565.200074
  nChanged 7
		SP:Iteration 32Q (116358.270000 sec): 3 clusters
  Score: Raw -3446998.230432 + Penalty 3428.158342 = -3443570.072090
  nChanged 7
		SP:Iteration 33Q (116358.680000 sec): 3 clusters
  Score: Raw -3447004.278030 + Penalty 3428.158342 = -3443576.119688
  nChanged 6
		SP:Iteration 34Q (116359.120000 sec): 3 clusters
  Score: Raw -3447010.117031 + Penalty 3428.158342 = -3443581.958690
  nChanged 6
		SP:Iteration 35Q (116359.560000 sec): 3 clusters
  Score: Raw -3447015.312436 + Penalty 3428.158342 = -3443587.154094
  nChanged 11
		SP:Iteration 36Q (116359.990000 sec): 3 clusters
  Score: Raw -3447025.504197 + Penalty 3428.158342 = -3443597.345855
  nChanged 8
		SP:Iteration 37Q (116360.430000 sec): 3 clusters
  Score: Raw -3447034.082785 + Penalty 3428.158342 = -3443605.924443
  nChanged 2
		SP:Iteration 38Q (116360.870000 sec): 3 clusters
  Score: Raw -3447035.085536 + Penalty 3428.158342 = -3443606.927195
  nChanged 0
		SP:Iteration 39F (116361.340000 sec): 3 clusters
  Score: Raw -3447035.085536 + Penalty 3428.158342 = -3443606.927195
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 49 (1651 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (116361.390000 sec): 2 clusters
  Score: Raw -123268.130160 + Penalty 1203.984672 = -122064.145488
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (116361.440000 sec): 3 clusters
  Score: Raw -122641.735518 + Penalty 2407.969344 = -120233.766173
  nChanged 562
		SP:Iteration 1F (116361.490000 sec): 3 clusters
  Score: Raw -123265.149187 + Penalty 2407.969344 = -120857.179842
  nChanged 188
		SP:Iteration 2F (116361.520000 sec): 3 clusters
  Score: Raw -123524.757689 + Penalty 2407.969344 = -121116.788345
  nChanged 115
		SP:Iteration 3F (116361.550000 sec): 3 clusters
  Score: Raw -123670.870577 + Penalty 2407.969344 = -121262.901233
  nChanged 70
		SP:Iteration 4Q (116361.580000 sec): 3 clusters
  Score: Raw -123747.191293 + Penalty 2407.969344 = -121339.221948
  nChanged 46
		SP:Iteration 5Q (116361.610000 sec): 3 clusters
  Score: Raw -123800.637459 + Penalty 2407.969344 = -121392.668115
  nChanged 38
		SP:Iteration 6Q (116361.640000 sec): 3 clusters
  Score: Raw -123843.662649 + Penalty 2407.969344 = -121435.693304
  nChanged 32
		SP:Iteration 7Q (116361.670000 sec): 3 clusters
  Score: Raw -123878.018253 + Penalty 2407.969344 = -121470.048909
  nChanged 29
		SP:Iteration 8Q (116361.710000 sec): 3 clusters
  Score: Raw -123902.304181 + Penalty 2407.969344 = -121494.334837
  nChanged 20
		SP:Iteration 9Q (116361.740000 sec): 3 clusters
  Score: Raw -123914.041042 + Penalty 2407.969344 = -121506.071698
  nChanged 12
		SP:Iteration 10Q (116361.770000 sec): 3 clusters
  Score: Raw -123923.274206 + Penalty 2407.969344 = -121515.304862
  nChanged 10
		SP:Iteration 11Q (116361.800000 sec): 3 clusters
  Score: Raw -123930.860859 + Penalty 2407.969344 = -121522.891515
  nChanged 9
		SP:Iteration 12Q (116361.830000 sec): 3 clusters
  Score: Raw -123938.863920 + Penalty 2407.969344 = -121530.894575
  nChanged 5
		SP:Iteration 13Q (116361.860000 sec): 3 clusters
  Score: Raw -123942.948239 + Penalty 2407.969344 = -121534.978895
  nChanged 4
		SP:Iteration 14Q (116361.890000 sec): 3 clusters
  Score: Raw -123944.135087 + Penalty 2407.969344 = -121536.165743
  nChanged 2
		SP:Iteration 15Q (116361.920000 sec): 3 clusters
  Score: Raw -123944.874713 + Penalty 2407.969344 = -121536.905369
  nChanged 0
		SP:Iteration 16F (116361.950000 sec): 3 clusters
  Score: Raw -123944.874713 + Penalty 2407.969344 = -121536.905369
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 50 (2300 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (116362.020000 sec): 2 clusters
  Score: Raw -180627.274292 + Penalty 1257.857965 = -179369.416327
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (116362.060000 sec): 3 clusters
  Score: Raw -179584.037765 + Penalty 2515.715931 = -177068.321834
  nChanged 868
		SP:Iteration 1F (116362.110000 sec): 3 clusters
  Score: Raw -180144.539413 + Penalty 2515.715931 = -177628.823482
  nChanged 191
		SP:Iteration 2F (116362.150000 sec): 3 clusters
  Score: Raw -180283.781532 + Penalty 2515.715931 = -177768.065602
  nChanged 124
		SP:Iteration 3F (116362.190000 sec): 3 clusters
  Score: Raw -180381.630252 + Penalty 2515.715931 = -177865.914321
  nChanged 110
		SP:Iteration 4Q (116362.240000 sec): 3 clusters
  Score: Raw -180490.556081 + Penalty 2515.715931 = -177974.840151
  nChanged 102
		SP:Iteration 5Q (116362.280000 sec): 3 clusters
  Score: Raw -180591.743136 + Penalty 2515.715931 = -178076.027206
  nChanged 104
		SP:Iteration 6Q (116362.330000 sec): 3 clusters
  Score: Raw -180706.798137 + Penalty 2515.715931 = -178191.082207
  nChanged 106
		SP:Iteration 7Q (116362.370000 sec): 3 clusters
  Score: Raw -180840.309257 + Penalty 2515.715931 = -178324.593326
  nChanged 106
		SP:Iteration 8Q (116362.410000 sec): 3 clusters
  Score: Raw -180970.831646 + Penalty 2515.715931 = -178455.115716
  nChanged 85
		SP:Iteration 9Q (116362.460000 sec): 3 clusters
  Score: Raw -181050.169070 + Penalty 2515.715931 = -178534.453139
  nChanged 65
		SP:Iteration 10Q (116362.500000 sec): 3 clusters
  Score: Raw -181101.733921 + Penalty 2515.715931 = -178586.017991
  nChanged 41
		SP:Iteration 11Q (116362.540000 sec): 3 clusters
  Score: Raw -181130.893844 + Penalty 2515.715931 = -178615.177914
  nChanged 28
		SP:Iteration 12Q (116362.590000 sec): 3 clusters
  Score: Raw -181149.821914 + Penalty 2515.715931 = -178634.105984
  nChanged 29
		SP:Iteration 13Q (116362.630000 sec): 3 clusters
  Score: Raw -181167.794541 + Penalty 2515.715931 = -178652.078610
  nChanged 29
		SP:Iteration 14Q (116362.670000 sec): 3 clusters
  Score: Raw -181189.495451 + Penalty 2515.715931 = -178673.779521
  nChanged 28
		SP:Iteration 15Q (116362.720000 sec): 3 clusters
  Score: Raw -181207.767493 + Penalty 2515.715931 = -178692.051562
  nChanged 23
		SP:Iteration 16Q (116362.760000 sec): 3 clusters
  Score: Raw -181222.231758 + Penalty 2515.715931 = -178706.515827
  nChanged 24
		SP:Iteration 17Q (116362.800000 sec): 3 clusters
  Score: Raw -181237.845715 + Penalty 2515.715931 = -178722.129784
  nChanged 23
		SP:Iteration 18Q (116362.850000 sec): 3 clusters
  Score: Raw -181257.616339 + Penalty 2515.715931 = -178741.900408
  nChanged 23
		SP:Iteration 19Q (116362.890000 sec): 3 clusters
  Score: Raw -181286.738577 + Penalty 2515.715931 = -178771.022646
  nChanged 30
		SP:Iteration 20F (116362.930000 sec): 3 clusters
  Score: Raw -181329.854383 + Penalty 2515.715931 = -178814.138453
  nChanged 36
		SP:Iteration 21Q (116362.970000 sec): 3 clusters
  Score: Raw -181367.277138 + Penalty 2515.715931 = -178851.561207
  nChanged 39
		SP:Iteration 22Q (116363.010000 sec): 3 clusters
  Score: Raw -181409.259124 + Penalty 2515.715931 = -178893.543193
  nChanged 44
		SP:Iteration 23Q (116363.060000 sec): 3 clusters
  Score: Raw -181457.525737 + Penalty 2515.715931 = -178941.809806
  nChanged 42
		SP:Iteration 24Q (116363.100000 sec): 3 clusters
  Score: Raw -181516.215836 + Penalty 2515.715931 = -179000.499905
  nChanged 37
		SP:Iteration 25Q (116363.140000 sec): 3 clusters
  Score: Raw -181556.955422 + Penalty 2515.715931 = -179041.239492
  nChanged 25
		SP:Iteration 26Q (116363.190000 sec): 3 clusters
  Score: Raw -181581.096248 + Penalty 2515.715931 = -179065.380317
  nChanged 17
		SP:Iteration 27Q (116363.230000 sec): 3 clusters
  Score: Raw -181593.863810 + Penalty 2515.715931 = -179078.147879
  nChanged 14
		SP:Iteration 28Q (116363.270000 sec): 3 clusters
  Score: Raw -181602.022164 + Penalty 2515.715931 = -179086.306233
  nChanged 12
		SP:Iteration 29Q (116363.310000 sec): 3 clusters
  Score: Raw -181610.289660 + Penalty 2515.715931 = -179094.573729
  nChanged 11
		SP:Iteration 30Q (116363.350000 sec): 3 clusters
  Score: Raw -181618.768449 + Penalty 2515.715931 = -179103.052519
  nChanged 6
		SP:Iteration 31Q (116363.390000 sec): 3 clusters
  Score: Raw -181624.133192 + Penalty 2515.715931 = -179108.417261
  nChanged 10
		SP:Iteration 32Q (116363.430000 sec): 3 clusters
  Score: Raw -181631.916716 + Penalty 2515.715931 = -179116.200786
  nChanged 6
		SP:Iteration 33Q (116363.480000 sec): 3 clusters
  Score: Raw -181638.502162 + Penalty 2515.715931 = -179122.786231
  nChanged 7
		SP:Iteration 34Q (116363.520000 sec): 3 clusters
  Score: Raw -181646.573012 + Penalty 2515.715931 = -179130.857081
  nChanged 7
		SP:Iteration 35Q (116363.560000 sec): 3 clusters
  Score: Raw -181654.973690 + Penalty 2515.715931 = -179139.257759
  nChanged 9
		SP:Iteration 36Q (116363.610000 sec): 3 clusters
  Score: Raw -181661.848778 + Penalty 2515.715931 = -179146.132847
  nChanged 9
		SP:Iteration 37Q (116363.650000 sec): 3 clusters
  Score: Raw -181666.984532 + Penalty 2515.715931 = -179151.268601
  nChanged 4
		SP:Iteration 38Q (116363.690000 sec): 3 clusters
  Score: Raw -181669.416448 + Penalty 2515.715931 = -179153.700517
  nChanged 2
		SP:Iteration 39Q (116363.730000 sec): 3 clusters
  Score: Raw -181670.829949 + Penalty 2515.715931 = -179155.114018
  nChanged 1
		SP:Iteration 40F (116363.770000 sec): 3 clusters
  Score: Raw -181671.526890 + Penalty 2515.715931 = -179155.810960
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 51 (3478 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (116363.850000 sec): 2 clusters
  Score: Raw -282615.405060 + Penalty 1325.059563 = -281290.345497
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (116363.910000 sec): 3 clusters
  Score: Raw -280960.416249 + Penalty 2650.119126 = -278310.297123
  nChanged 1329
		SP:Iteration 1F (116363.980000 sec): 3 clusters
  Score: Raw -281840.960244 + Penalty 2650.119126 = -279190.841118
  nChanged 316
		SP:Iteration 2F (116364.050000 sec): 3 clusters
  Score: Raw -282077.752357 + Penalty 2650.119126 = -279427.633231
  nChanged 239
		SP:Iteration 3F (116364.110000 sec): 3 clusters
  Score: Raw -282268.101895 + Penalty 2650.119126 = -279617.982769
  nChanged 197
		SP:Iteration 4F (116364.170000 sec): 3 clusters
  Score: Raw -282430.305870 + Penalty 2650.119126 = -279780.186744
  nChanged 176
		SP:Iteration 5F (116364.240000 sec): 3 clusters
  Score: Raw -282585.212312 + Penalty 2650.119126 = -279935.093186
  nChanged 166
		SP:Iteration 6Q (116364.300000 sec): 3 clusters
  Score: Raw -282731.733026 + Penalty 2650.119126 = -280081.613900
  nChanged 128
		SP:Iteration 7Q (116364.370000 sec): 3 clusters
  Score: Raw -282826.520957 + Penalty 2650.119126 = -280176.401832
  nChanged 112
		SP:Iteration 8Q (116364.430000 sec): 3 clusters
  Score: Raw -282900.619180 + Penalty 2650.119126 = -280250.500054
  nChanged 88
		SP:Iteration 9Q (116364.500000 sec): 3 clusters
  Score: Raw -282953.168496 + Penalty 2650.119126 = -280303.049370
  nChanged 65
		SP:Iteration 10Q (116364.570000 sec): 3 clusters
  Score: Raw -282988.578303 + Penalty 2650.119126 = -280338.459177
  nChanged 55
		SP:Iteration 11Q (116364.630000 sec): 3 clusters
  Score: Raw -283016.280031 + Penalty 2650.119126 = -280366.160905
  nChanged 44
		SP:Iteration 12Q (116364.690000 sec): 3 clusters
  Score: Raw -283036.170218 + Penalty 2650.119126 = -280386.051092
  nChanged 34
		SP:Iteration 13Q (116364.760000 sec): 3 clusters
  Score: Raw -283049.064820 + Penalty 2650.119126 = -280398.945694
  nChanged 22
		SP:Iteration 14Q (116364.830000 sec): 3 clusters
  Score: Raw -283056.440271 + Penalty 2650.119126 = -280406.321145
  nChanged 11
		SP:Iteration 15Q (116364.890000 sec): 3 clusters
  Score: Raw -283059.985873 + Penalty 2650.119126 = -280409.866747
  nChanged 11
		SP:Iteration 16Q (116364.950000 sec): 3 clusters
  Score: Raw -283062.460785 + Penalty 2650.119126 = -280412.341659
  nChanged 7
		SP:Iteration 17Q (116365.020000 sec): 3 clusters
  Score: Raw -283064.940189 + Penalty 2650.119126 = -280414.821063
  nChanged 4
		SP:Iteration 18Q (116365.090000 sec): 3 clusters
  Score: Raw -283065.767070 + Penalty 2650.119126 = -280415.647944
  nChanged 4
		SP:Iteration 19Q (116365.150000 sec): 3 clusters
  Score: Raw -283067.017319 + Penalty 2650.119126 = -280416.898193
  nChanged 1
		SP:Iteration 20F (116365.210000 sec): 3 clusters
  Score: Raw -283067.153331 + Penalty 2650.119126 = -280417.034206
  nChanged 1
		SP:Iteration 21Q (116365.280000 sec): 3 clusters
  Score: Raw -283067.556116 + Penalty 2650.119126 = -280417.436990
  nChanged 1
		SP:Iteration 22Q (116365.350000 sec): 3 clusters
  Score: Raw -283068.129181 + Penalty 2650.119126 = -280418.010055
  nChanged 2
		SP:Iteration 23Q (116365.410000 sec): 3 clusters
  Score: Raw -283068.430925 + Penalty 2650.119126 = -280418.311799
  nChanged 2
		SP:Iteration 24Q (116365.470000 sec): 3 clusters
  Score: Raw -283068.648380 + Penalty 2650.119126 = -280418.529255
  nChanged 0
		SP:Iteration 25F (116365.540000 sec): 3 clusters
  Score: Raw -283068.648380 + Penalty 2650.119126 = -280418.529255
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 52 (6116 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (116365.630000 sec): 2 clusters
  Score: Raw -569858.440101 + Penalty 1416.782830 = -568441.657272
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (116365.740000 sec): 3 clusters
  Score: Raw -566532.083353 + Penalty 2833.565659 = -563698.517694
  nChanged 2530
		SP:Iteration 1F (116365.850000 sec): 3 clusters
  Score: Raw -567906.735305 + Penalty 2833.565659 = -565073.169645
  nChanged 374
		SP:Iteration 2F (116365.950000 sec): 3 clusters
  Score: Raw -568071.710378 + Penalty 2833.565659 = -565238.144718
  nChanged 296
		SP:Iteration 3Q (116366.050000 sec): 3 clusters
  Score: Raw -568200.080041 + Penalty 2833.565659 = -565366.514381
  nChanged 228
		SP:Iteration 4Q (116366.160000 sec): 3 clusters
  Score: Raw -568306.532630 + Penalty 2833.565659 = -565472.966971
  nChanged 220
		SP:Iteration 5Q (116366.270000 sec): 3 clusters
  Score: Raw -568402.659936 + Penalty 2833.565659 = -565569.094277
  nChanged 220
		SP:Iteration 6Q (116366.370000 sec): 3 clusters
  Score: Raw -568511.529313 + Penalty 2833.565659 = -565677.963654
  nChanged 222
		SP:Iteration 7Q (116366.480000 sec): 3 clusters
  Score: Raw -568624.841929 + Penalty 2833.565659 = -565791.276270
  nChanged 221
		SP:Iteration 8Q (116366.590000 sec): 3 clusters
  Score: Raw -568752.883738 + Penalty 2833.565659 = -565919.318079
  nChanged 199
		SP:Iteration 9Q (116366.690000 sec): 3 clusters
  Score: Raw -568863.289421 + Penalty 2833.565659 = -566029.723762
  nChanged 212
		SP:Iteration 10Q (116366.800000 sec): 3 clusters
  Score: Raw -568993.687164 + Penalty 2833.565659 = -566160.121504
  nChanged 242
		SP:Iteration 11Q (116366.910000 sec): 3 clusters
  Score: Raw -569167.542874 + Penalty 2833.565659 = -566333.977215
  nChanged 249
		SP:Iteration 12Q (116367.010000 sec): 3 clusters
  Score: Raw -569370.844993 + Penalty 2833.565659 = -566537.279334
  nChanged 247
		SP:Iteration 13Q (116367.120000 sec): 3 clusters
  Score: Raw -569596.544494 + Penalty 2833.565659 = -566762.978835
  nChanged 254
		SP:Iteration 14Q (116367.220000 sec): 3 clusters
  Score: Raw -569831.061364 + Penalty 2833.565659 = -566997.495704
  nChanged 229
		SP:Iteration 15Q (116367.320000 sec): 3 clusters
  Score: Raw -569996.977751 + Penalty 2833.565659 = -567163.412091
  nChanged 156
		SP:Iteration 16Q (116367.420000 sec): 3 clusters
  Score: Raw -570089.012413 + Penalty 2833.565659 = -567255.446754
  nChanged 122
		SP:Iteration 17Q (116367.520000 sec): 3 clusters
  Score: Raw -570145.460434 + Penalty 2833.565659 = -567311.894775
  nChanged 84
		SP:Iteration 18Q (116367.630000 sec): 3 clusters
  Score: Raw -570176.472178 + Penalty 2833.565659 = -567342.906519
  nChanged 54
		SP:Iteration 19Q (116367.730000 sec): 3 clusters
  Score: Raw -570199.425275 + Penalty 2833.565659 = -567365.859616
  nChanged 45
		SP:Iteration 20F (116367.830000 sec): 3 clusters
  Score: Raw -570218.360701 + Penalty 2833.565659 = -567384.795042
  nChanged 47
		SP:Iteration 21Q (116367.940000 sec): 3 clusters
  Score: Raw -570237.428946 + Penalty 2833.565659 = -567403.863287
  nChanged 50
		SP:Iteration 22Q (116368.040000 sec): 3 clusters
  Score: Raw -570257.374130 + Penalty 2833.565659 = -567423.808471
  nChanged 46
		SP:Iteration 23Q (116368.140000 sec): 3 clusters
  Score: Raw -570273.159017 + Penalty 2833.565659 = -567439.593357
  nChanged 38
		SP:Iteration 24Q (116368.240000 sec): 3 clusters
  Score: Raw -570285.006581 + Penalty 2833.565659 = -567451.440921
  nChanged 25
		SP:Iteration 25Q (116368.340000 sec): 3 clusters
  Score: Raw -570292.163842 + Penalty 2833.565659 = -567458.598182
  nChanged 27
		SP:Iteration 26Q (116368.440000 sec): 3 clusters
  Score: Raw -570301.675678 + Penalty 2833.565659 = -567468.110019
  nChanged 31
		SP:Iteration 27Q (116368.540000 sec): 3 clusters
  Score: Raw -570312.953554 + Penalty 2833.565659 = -567479.387894
  nChanged 30
		SP:Iteration 28Q (116368.640000 sec): 3 clusters
  Score: Raw -570322.474875 + Penalty 2833.565659 = -567488.909216
  nChanged 24
		SP:Iteration 29Q (116368.740000 sec): 3 clusters
  Score: Raw -570329.563114 + Penalty 2833.565659 = -567495.997455
  nChanged 24
		SP:Iteration 30Q (116368.840000 sec): 3 clusters
  Score: Raw -570335.608322 + Penalty 2833.565659 = -567502.042662
  nChanged 19
		SP:Iteration 31Q (116368.940000 sec): 3 clusters
  Score: Raw -570340.780387 + Penalty 2833.565659 = -567507.214728
  nChanged 14
		SP:Iteration 32Q (116369.040000 sec): 3 clusters
  Score: Raw -570344.645176 + Penalty 2833.565659 = -567511.079516
  nChanged 16
		SP:Iteration 33Q (116369.140000 sec): 3 clusters
  Score: Raw -570347.624203 + Penalty 2833.565659 = -567514.058544
  nChanged 9
		SP:Iteration 34Q (116369.240000 sec): 3 clusters
  Score: Raw -570349.288405 + Penalty 2833.565659 = -567515.722746
  nChanged 10
		SP:Iteration 35Q (116369.340000 sec): 3 clusters
  Score: Raw -570350.662167 + Penalty 2833.565659 = -567517.096508
  nChanged 2
		SP:Iteration 36Q (116369.440000 sec): 3 clusters
  Score: Raw -570350.897110 + Penalty 2833.565659 = -567517.331451
  nChanged 2
		SP:Iteration 37Q (116369.540000 sec): 3 clusters
  Score: Raw -570351.105912 + Penalty 2833.565659 = -567517.540252
  nChanged 2
		SP:Iteration 38Q (116369.640000 sec): 3 clusters
  Score: Raw -570351.281438 + Penalty 2833.565659 = -567517.715779
  nChanged 1
		SP:Iteration 39Q (116369.740000 sec): 3 clusters
  Score: Raw -570351.370762 + Penalty 2833.565659 = -567517.805102
  nChanged 2
		SP:Iteration 40F (116369.840000 sec): 3 clusters
  Score: Raw -570351.550810 + Penalty 2833.565659 = -567517.985150
  nChanged 2
		SP:Iteration 41Q (116369.940000 sec): 3 clusters
  Score: Raw -570351.883954 + Penalty 2833.565659 = -567518.318295
  nChanged 0
		SP:Iteration 42F (116370.040000 sec): 3 clusters
  Score: Raw -570351.883954 + Penalty 2833.565659 = -567518.318295
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 53 (5413 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (116370.120000 sec): 2 clusters
  Score: Raw -544238.567481 + Penalty 1396.940796 = -542841.626685
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (116370.240000 sec): 3 clusters
  Score: Raw -541384.366115 + Penalty 2793.881593 = -538590.484522
  nChanged 2201
		SP:Iteration 1F (116370.330000 sec): 3 clusters
  Score: Raw -542556.858885 + Penalty 2793.881593 = -539762.977292
  nChanged 368
		SP:Iteration 2F (116370.430000 sec): 3 clusters
  Score: Raw -542723.215743 + Penalty 2793.881593 = -539929.334151
  nChanged 255
		SP:Iteration 3Q (116370.530000 sec): 3 clusters
  Score: Raw -542826.893338 + Penalty 2793.881593 = -540033.011745
  nChanged 167
		SP:Iteration 4Q (116370.630000 sec): 3 clusters
  Score: Raw -542886.532283 + Penalty 2793.881593 = -540092.650691
  nChanged 148
		SP:Iteration 5Q (116370.730000 sec): 3 clusters
  Score: Raw -542933.534052 + Penalty 2793.881593 = -540139.652460
  nChanged 90
		SP:Iteration 6Q (116370.830000 sec): 3 clusters
  Score: Raw -542956.643588 + Penalty 2793.881593 = -540162.761996
  nChanged 74
		SP:Iteration 7Q (116370.930000 sec): 3 clusters
  Score: Raw -542973.936644 + Penalty 2793.881593 = -540180.055051
  nChanged 54
		SP:Iteration 8Q (116371.030000 sec): 3 clusters
  Score: Raw -542986.971015 + Penalty 2793.881593 = -540193.089422
  nChanged 54
		SP:Iteration 9Q (116371.130000 sec): 3 clusters
  Score: Raw -543000.584373 + Penalty 2793.881593 = -540206.702780
  nChanged 49
		SP:Iteration 10Q (116371.230000 sec): 3 clusters
  Score: Raw -543013.067916 + Penalty 2793.881593 = -540219.186323
  nChanged 56
		SP:Iteration 11Q (116371.330000 sec): 3 clusters
  Score: Raw -543028.991077 + Penalty 2793.881593 = -540235.109485
  nChanged 55
		SP:Iteration 12Q (116371.430000 sec): 3 clusters
  Score: Raw -543043.344876 + Penalty 2793.881593 = -540249.463284
  nChanged 51
		SP:Iteration 13Q (116371.530000 sec): 3 clusters
  Score: Raw -543059.187599 + Penalty 2793.881593 = -540265.306007
  nChanged 53
		SP:Iteration 14Q (116371.630000 sec): 3 clusters
  Score: Raw -543074.028540 + Penalty 2793.881593 = -540280.146947
  nChanged 53
		SP:Iteration 15Q (116371.730000 sec): 3 clusters
  Score: Raw -543088.111128 + Penalty 2793.881593 = -540294.229535
  nChanged 56
		SP:Iteration 16Q (116371.830000 sec): 3 clusters
  Score: Raw -543101.906881 + Penalty 2793.881593 = -540308.025288
  nChanged 50
		SP:Iteration 17Q (116371.920000 sec): 3 clusters
  Score: Raw -543115.706191 + Penalty 2793.881593 = -540321.824599
  nChanged 53
		SP:Iteration 18Q (116372.020000 sec): 3 clusters
  Score: Raw -543130.603477 + Penalty 2793.881593 = -540336.721884
  nChanged 54
		SP:Iteration 19Q (116372.120000 sec): 3 clusters
  Score: Raw -543147.006178 + Penalty 2793.881593 = -540353.124585
  nChanged 57
		SP:Iteration 20F (116372.220000 sec): 3 clusters
  Score: Raw -543162.725792 + Penalty 2793.881593 = -540368.844200
  nChanged 51
		SP:Iteration 21Q (116372.320000 sec): 3 clusters
  Score: Raw -543176.957463 + Penalty 2793.881593 = -540383.075871
  nChanged 57
		SP:Iteration 22Q (116372.420000 sec): 3 clusters
  Score: Raw -543195.269705 + Penalty 2793.881593 = -540401.388113
  nChanged 69
		SP:Iteration 23Q (116372.520000 sec): 3 clusters
  Score: Raw -543217.054922 + Penalty 2793.881593 = -540423.173329
  nChanged 83
		SP:Iteration 24Q (116372.620000 sec): 3 clusters
  Score: Raw -543247.330496 + Penalty 2793.881593 = -540453.448903
  nChanged 93
		SP:Iteration 25Q (116372.720000 sec): 3 clusters
  Score: Raw -543284.558551 + Penalty 2793.881593 = -540490.676959
  nChanged 90
		SP:Iteration 26Q (116372.820000 sec): 3 clusters
  Score: Raw -543318.599096 + Penalty 2793.881593 = -540524.717504
  nChanged 88
		SP:Iteration 27Q (116372.920000 sec): 3 clusters
  Score: Raw -543356.746913 + Penalty 2793.881593 = -540562.865320
  nChanged 107
		SP:Iteration 28Q (116373.020000 sec): 3 clusters
  Score: Raw -543406.198524 + Penalty 2793.881593 = -540612.316931
  nChanged 111
		SP:Iteration 29Q (116373.120000 sec): 3 clusters
  Score: Raw -543464.416100 + Penalty 2793.881593 = -540670.534507
  nChanged 132
		SP:Iteration 30Q (116373.220000 sec): 3 clusters
  Score: Raw -543543.396830 + Penalty 2793.881593 = -540749.515238
  nChanged 136
		SP:Iteration 31Q (116373.320000 sec): 3 clusters
  Score: Raw -543624.969252 + Penalty 2793.881593 = -540831.087659
  nChanged 130
		SP:Iteration 32Q (116373.410000 sec): 3 clusters
  Score: Raw -543699.881664 + Penalty 2793.881593 = -540906.000071
  nChanged 128
		SP:Iteration 33Q (116373.510000 sec): 3 clusters
  Score: Raw -543782.466031 + Penalty 2793.881593 = -540988.584438
  nChanged 127
		SP:Iteration 34Q (116373.610000 sec): 3 clusters
  Score: Raw -543871.282768 + Penalty 2793.881593 = -541077.401176
  nChanged 124
		SP:Iteration 35Q (116373.700000 sec): 3 clusters
  Score: Raw -543976.290539 + Penalty 2793.881593 = -541182.408947
  nChanged 111
		SP:Iteration 36Q (116373.800000 sec): 3 clusters
  Score: Raw -544071.677146 + Penalty 2793.881593 = -541277.795553
  nChanged 95
		SP:Iteration 37Q (116373.890000 sec): 3 clusters
  Score: Raw -544151.772713 + Penalty 2793.881593 = -541357.891120
  nChanged 63
		SP:Iteration 38Q (116373.990000 sec): 3 clusters
  Score: Raw -544213.486591 + Penalty 2793.881593 = -541419.604998
  nChanged 55
		SP:Iteration 39Q (116374.080000 sec): 3 clusters
  Score: Raw -544273.650927 + Penalty 2793.881593 = -541479.769335
  nChanged 46
		SP:Iteration 40F (116374.180000 sec): 3 clusters
  Score: Raw -544321.906429 + Penalty 2793.881593 = -541528.024836
  nChanged 35
		SP:Iteration 41Q (116374.270000 sec): 3 clusters
  Score: Raw -544358.574276 + Penalty 2793.881593 = -541564.692684
  nChanged 23
		SP:Iteration 42Q (116374.360000 sec): 3 clusters
  Score: Raw -544379.720618 + Penalty 2793.881593 = -541585.839026
  nChanged 12
		SP:Iteration 43Q (116374.450000 sec): 3 clusters
  Score: Raw -544391.393428 + Penalty 2793.881593 = -541597.511835
  nChanged 11
		SP:Iteration 44Q (116374.540000 sec): 3 clusters
  Score: Raw -544401.157919 + Penalty 2793.881593 = -541607.276326
  nChanged 8
		SP:Iteration 45Q (116374.640000 sec): 3 clusters
  Score: Raw -544408.207521 + Penalty 2793.881593 = -541614.325928
  nChanged 12
		SP:Iteration 46Q (116374.730000 sec): 3 clusters
  Score: Raw -544419.323313 + Penalty 2793.881593 = -541625.441720
  nChanged 3
		SP:Iteration 47Q (116374.820000 sec): 3 clusters
  Score: Raw -544421.749540 + Penalty 2793.881593 = -541627.867947
  nChanged 1
		SP:Iteration 48Q (116374.910000 sec): 3 clusters
  Score: Raw -544422.747338 + Penalty 2793.881593 = -541628.865746
  nChanged 2
		SP:Iteration 49Q (116375.000000 sec): 3 clusters
  Score: Raw -544423.957369 + Penalty 2793.881593 = -541630.075776
  nChanged 3
		SP:Iteration 50Q (116375.100000 sec): 3 clusters
  Score: Raw -544425.821789 + Penalty 2793.881593 = -541631.940196
  nChanged 1
		SP:Iteration 51Q (116375.190000 sec): 3 clusters
  Score: Raw -544426.186423 + Penalty 2793.881593 = -541632.304830
  nChanged 0
		SP:Iteration 52F (116375.280000 sec): 3 clusters
  Score: Raw -544426.186423 + Penalty 2793.881593 = -541632.304830
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 54 (13665 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (116375.430000 sec): 2 clusters
  Score: Raw -1180571.769822 + Penalty 1547.421378 = -1179024.348443
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (116375.630000 sec): 3 clusters
  Score: Raw -1172579.296090 + Penalty 3094.842757 = -1169484.453333
  nChanged 6029
		SP:Iteration 1F (116375.830000 sec): 3 clusters
  Score: Raw -1176144.104987 + Penalty 3094.842757 = -1173049.262230
  nChanged 940
		SP:Iteration 2F (116376.010000 sec): 3 clusters
  Score: Raw -1176742.105343 + Penalty 3094.842757 = -1173647.262587
  nChanged 938
		SP:Iteration 3F (116376.220000 sec): 3 clusters
  Score: Raw -1177441.472892 + Penalty 3094.842757 = -1174346.630135
  nChanged 940
		SP:Iteration 4F (116376.420000 sec): 3 clusters
  Score: Raw -1178215.482677 + Penalty 3094.842757 = -1175120.639920
  nChanged 864
		SP:Iteration 5F (116376.610000 sec): 3 clusters
  Score: Raw -1178904.285138 + Penalty 3094.842757 = -1175809.442381
  nChanged 746
		SP:Iteration 6F (116376.800000 sec): 3 clusters
  Score: Raw -1179571.190045 + Penalty 3094.842757 = -1176476.347288
  nChanged 636
		SP:Iteration 7Q (116377.020000 sec): 3 clusters
  Score: Raw -1180082.665062 + Penalty 3094.842757 = -1176987.822305
  nChanged 467
		SP:Iteration 8Q (116377.210000 sec): 3 clusters
  Score: Raw -1180389.444760 + Penalty 3094.842757 = -1177294.602003
  nChanged 343
		SP:Iteration 9Q (116377.430000 sec): 3 clusters
  Score: Raw -1180588.789184 + Penalty 3094.842757 = -1177493.946427
  nChanged 237
		SP:Iteration 10Q (116377.610000 sec): 3 clusters
  Score: Raw -1180692.875977 + Penalty 3094.842757 = -1177598.033220
  nChanged 170
		SP:Iteration 11Q (116377.800000 sec): 3 clusters
  Score: Raw -1180764.088404 + Penalty 3094.842757 = -1177669.245647
  nChanged 136
		SP:Iteration 12Q (116377.990000 sec): 3 clusters
  Score: Raw -1180820.807740 + Penalty 3094.842757 = -1177725.964983
  nChanged 115
		SP:Iteration 13Q (116378.170000 sec): 3 clusters
  Score: Raw -1180852.671422 + Penalty 3094.842757 = -1177757.828665
  nChanged 69
		SP:Iteration 14Q (116378.380000 sec): 3 clusters
  Score: Raw -1180871.516852 + Penalty 3094.842757 = -1177776.674095
  nChanged 70
		SP:Iteration 15Q (116378.570000 sec): 3 clusters
  Score: Raw -1180888.845281 + Penalty 3094.842757 = -1177794.002524
  nChanged 55
		SP:Iteration 16Q (116378.750000 sec): 3 clusters
  Score: Raw -1180905.183278 + Penalty 3094.842757 = -1177810.340521
  nChanged 57
		SP:Iteration 17Q (116378.950000 sec): 3 clusters
  Score: Raw -1180920.362903 + Penalty 3094.842757 = -1177825.520147
  nChanged 53
		SP:Iteration 18Q (116379.130000 sec): 3 clusters
  Score: Raw -1180937.199209 + Penalty 3094.842757 = -1177842.356452
  nChanged 46
		SP:Iteration 19Q (116379.340000 sec): 3 clusters
  Score: Raw -1180949.750632 + Penalty 3094.842757 = -1177854.907875
  nChanged 46
		SP:Iteration 20F (116379.540000 sec): 3 clusters
  Score: Raw -1180962.309230 + Penalty 3094.842757 = -1177867.466473
  nChanged 36
		SP:Iteration 21Q (116379.720000 sec): 3 clusters
  Score: Raw -1180972.035585 + Penalty 3094.842757 = -1177877.192828
  nChanged 29
		SP:Iteration 22Q (116379.900000 sec): 3 clusters
  Score: Raw -1180979.687994 + Penalty 3094.842757 = -1177884.845237
  nChanged 30
		SP:Iteration 23Q (116380.110000 sec): 3 clusters
  Score: Raw -1180987.944149 + Penalty 3094.842757 = -1177893.101392
  nChanged 34
		SP:Iteration 24Q (116380.310000 sec): 3 clusters
  Score: Raw -1180996.949022 + Penalty 3094.842757 = -1177902.106265
  nChanged 30
		SP:Iteration 25Q (116380.500000 sec): 3 clusters
  Score: Raw -1181003.647130 + Penalty 3094.842757 = -1177908.804373
  nChanged 25
		SP:Iteration 26Q (116380.680000 sec): 3 clusters
  Score: Raw -1181010.464726 + Penalty 3094.842757 = -1177915.621969
  nChanged 30
		SP:Iteration 27Q (116380.880000 sec): 3 clusters
  Score: Raw -1181016.507551 + Penalty 3094.842757 = -1177921.664794
  nChanged 19
		SP:Iteration 28Q (116381.060000 sec): 3 clusters
  Score: Raw -1181020.005172 + Penalty 3094.842757 = -1177925.162415
  nChanged 15
		SP:Iteration 29Q (116381.240000 sec): 3 clusters
  Score: Raw -1181022.836405 + Penalty 3094.842757 = -1177927.993648
  nChanged 11
		SP:Iteration 30Q (116381.420000 sec): 3 clusters
  Score: Raw -1181025.687583 + Penalty 3094.842757 = -1177930.844826
  nChanged 7
		SP:Iteration 31Q (116381.630000 sec): 3 clusters
  Score: Raw -1181027.063458 + Penalty 3094.842757 = -1177932.220701
  nChanged 9
		SP:Iteration 32Q (116381.840000 sec): 3 clusters
  Score: Raw -1181029.253764 + Penalty 3094.842757 = -1177934.411007
  nChanged 8
		SP:Iteration 33Q (116382.020000 sec): 3 clusters
  Score: Raw -1181030.924978 + Penalty 3094.842757 = -1177936.082221
  nChanged 9
		SP:Iteration 34Q (116382.200000 sec): 3 clusters
  Score: Raw -1181033.015518 + Penalty 3094.842757 = -1177938.172761
  nChanged 14
		SP:Iteration 35Q (116382.380000 sec): 3 clusters
  Score: Raw -1181036.469667 + Penalty 3094.842757 = -1177941.626910
  nChanged 15
		SP:Iteration 36Q (116382.580000 sec): 3 clusters
  Score: Raw -1181040.785428 + Penalty 3094.842757 = -1177945.942671
  nChanged 17
		SP:Iteration 37Q (116382.800000 sec): 3 clusters
  Score: Raw -1181044.369435 + Penalty 3094.842757 = -1177949.526678
  nChanged 17
		SP:Iteration 38Q (116383.020000 sec): 3 clusters
  Score: Raw -1181047.586452 + Penalty 3094.842757 = -1177952.743695
  nChanged 18
		SP:Iteration 39Q (116383.190000 sec): 3 clusters
  Score: Raw -1181050.620271 + Penalty 3094.842757 = -1177955.777514
  nChanged 12
		SP:Iteration 40F (116383.380000 sec): 3 clusters
  Score: Raw -1181052.582808 + Penalty 3094.842757 = -1177957.740051
  nChanged 10
		SP:Iteration 41Q (116383.560000 sec): 3 clusters
  Score: Raw -1181054.467791 + Penalty 3094.842757 = -1177959.625034
  nChanged 8
		SP:Iteration 42Q (116383.770000 sec): 3 clusters
  Score: Raw -1181055.959601 + Penalty 3094.842757 = -1177961.116844
  nChanged 5
		SP:Iteration 43Q (116383.980000 sec): 3 clusters
  Score: Raw -1181056.568950 + Penalty 3094.842757 = -1177961.726193
  nChanged 5
		SP:Iteration 44Q (116384.190000 sec): 3 clusters
  Score: Raw -1181057.444453 + Penalty 3094.842757 = -1177962.601696
  nChanged 4
		SP:Iteration 45Q (116384.360000 sec): 3 clusters
  Score: Raw -1181058.178016 + Penalty 3094.842757 = -1177963.335259
  nChanged 4
		SP:Iteration 46Q (116384.540000 sec): 3 clusters
  Score: Raw -1181058.689852 + Penalty 3094.842757 = -1177963.847095
  nChanged 2
		SP:Iteration 47Q (116384.720000 sec): 3 clusters
  Score: Raw -1181058.978070 + Penalty 3094.842757 = -1177964.135313
  nChanged 4
		SP:Iteration 48Q (116384.930000 sec): 3 clusters
  Score: Raw -1181059.549513 + Penalty 3094.842757 = -1177964.706756
  nChanged 5
		SP:Iteration 49Q (116385.150000 sec): 3 clusters
  Score: Raw -1181060.365203 + Penalty 3094.842757 = -1177965.522446
  nChanged 3
		SP:Iteration 50Q (116385.360000 sec): 3 clusters
  Score: Raw -1181060.795092 + Penalty 3094.842757 = -1177965.952335
  nChanged 3
		SP:Iteration 51Q (116385.580000 sec): 3 clusters
  Score: Raw -1181061.332710 + Penalty 3094.842757 = -1177966.489953
  nChanged 3
		SP:Iteration 52Q (116385.750000 sec): 3 clusters
  Score: Raw -1181061.951905 + Penalty 3094.842757 = -1177967.109148
  nChanged 4
		SP:Iteration 53Q (116385.930000 sec): 3 clusters
  Score: Raw -1181062.927603 + Penalty 3094.842757 = -1177968.084846
  nChanged 7
		SP:Iteration 54Q (116386.110000 sec): 3 clusters
  Score: Raw -1181064.112743 + Penalty 3094.842757 = -1177969.269986
  nChanged 5
		SP:Iteration 55Q (116386.310000 sec): 3 clusters
  Score: Raw -1181065.345519 + Penalty 3094.842757 = -1177970.502762
  nChanged 4
		SP:Iteration 56Q (116386.510000 sec): 3 clusters
  Score: Raw -1181066.128900 + Penalty 3094.842757 = -1177971.286143
  nChanged 4
		SP:Iteration 57Q (116386.700000 sec): 3 clusters
  Score: Raw -1181066.568631 + Penalty 3094.842757 = -1177971.725874
  nChanged 0
		SP:Iteration 58F (116386.890000 sec): 3 clusters
  Score: Raw -1181066.568631 + Penalty 3094.842757 = -1177971.725874
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 55 (1555 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (116386.970000 sec): 2 clusters
  Score: Raw -123569.172295 + Penalty 1194.250009 = -122374.922286
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (116387.010000 sec): 3 clusters
  Score: Raw -122973.536127 + Penalty 2388.500018 = -120585.036109
  nChanged 487
		SP:Iteration 1F (116387.040000 sec): 3 clusters
  Score: Raw -123410.809571 + Penalty 2388.500018 = -121022.309553
  nChanged 146
		SP:Iteration 2F (116387.070000 sec): 3 clusters
  Score: Raw -123598.205470 + Penalty 2388.500018 = -121209.705452
  nChanged 94
		SP:Iteration 3F (116387.110000 sec): 3 clusters
  Score: Raw -123706.906175 + Penalty 2388.500018 = -121318.406157
  nChanged 69
		SP:Iteration 4Q (116387.130000 sec): 3 clusters
  Score: Raw -123772.019039 + Penalty 2388.500018 = -121383.519021
  nChanged 55
		SP:Iteration 5Q (116387.170000 sec): 3 clusters
  Score: Raw -123823.034840 + Penalty 2388.500018 = -121434.534822
  nChanged 38
		SP:Iteration 6Q (116387.190000 sec): 3 clusters
  Score: Raw -123854.315740 + Penalty 2388.500018 = -121465.815722
  nChanged 35
		SP:Iteration 7Q (116387.220000 sec): 3 clusters
  Score: Raw -123883.607951 + Penalty 2388.500018 = -121495.107933
  nChanged 16
		SP:Iteration 8Q (116387.250000 sec): 3 clusters
  Score: Raw -123897.418820 + Penalty 2388.500018 = -121508.918802
  nChanged 17
		SP:Iteration 9Q (116387.280000 sec): 3 clusters
  Score: Raw -123909.188743 + Penalty 2388.500018 = -121520.688725
  nChanged 12
		SP:Iteration 10Q (116387.310000 sec): 3 clusters
  Score: Raw -123916.421105 + Penalty 2388.500018 = -121527.921087
  nChanged 8
		SP:Iteration 11Q (116387.340000 sec): 3 clusters
  Score: Raw -123923.413695 + Penalty 2388.500018 = -121534.913677
  nChanged 8
		SP:Iteration 12Q (116387.370000 sec): 3 clusters
  Score: Raw -123931.986693 + Penalty 2388.500018 = -121543.486675
  nChanged 12
		SP:Iteration 13Q (116387.400000 sec): 3 clusters
  Score: Raw -123942.116697 + Penalty 2388.500018 = -121553.616679
  nChanged 11
		SP:Iteration 14Q (116387.430000 sec): 3 clusters
  Score: Raw -123949.711013 + Penalty 2388.500018 = -121561.210995
  nChanged 8
		SP:Iteration 15Q (116387.460000 sec): 3 clusters
  Score: Raw -123956.672920 + Penalty 2388.500018 = -121568.172902
  nChanged 9
		SP:Iteration 16Q (116387.490000 sec): 3 clusters
  Score: Raw -123968.991092 + Penalty 2388.500018 = -121580.491074
  nChanged 10
		SP:Iteration 17Q (116387.520000 sec): 3 clusters
  Score: Raw -123978.493551 + Penalty 2388.500018 = -121589.993533
  nChanged 13
		SP:Iteration 18Q (116387.550000 sec): 3 clusters
  Score: Raw -123985.711916 + Penalty 2388.500018 = -121597.211898
  nChanged 12
		SP:Iteration 19Q (116387.580000 sec): 3 clusters
  Score: Raw -123991.261877 + Penalty 2388.500018 = -121602.761859
  nChanged 4
		SP:Iteration 20F (116387.610000 sec): 3 clusters
  Score: Raw -123993.954959 + Penalty 2388.500018 = -121605.454941
  nChanged 4
		SP:Iteration 21Q (116387.640000 sec): 3 clusters
  Score: Raw -123998.293826 + Penalty 2388.500018 = -121609.793808
  nChanged 4
		SP:Iteration 22Q (116387.670000 sec): 3 clusters
  Score: Raw -124001.382546 + Penalty 2388.500018 = -121612.882528
  nChanged 1
		SP:Iteration 23Q (116387.700000 sec): 3 clusters
  Score: Raw -124001.713625 + Penalty 2388.500018 = -121613.213607
  nChanged 2
		SP:Iteration 24Q (116387.730000 sec): 3 clusters
  Score: Raw -124003.478884 + Penalty 2388.500018 = -121614.978866
  nChanged 2
		SP:Iteration 25Q (116387.760000 sec): 3 clusters
  Score: Raw -124005.891179 + Penalty 2388.500018 = -121617.391161
  nChanged 1
		SP:Iteration 26Q (116387.800000 sec): 3 clusters
  Score: Raw -124006.325410 + Penalty 2388.500018 = -121617.825392
  nChanged 1
		SP:Iteration 27Q (116387.830000 sec): 3 clusters
  Score: Raw -124007.135514 + Penalty 2388.500018 = -121618.635496
  nChanged 1
		SP:Iteration 28Q (116387.860000 sec): 3 clusters
  Score: Raw -124007.813913 + Penalty 2388.500018 = -121619.313895
  nChanged 1
		SP:Iteration 29Q (116387.890000 sec): 3 clusters
  Score: Raw -124008.240415 + Penalty 2388.500018 = -121619.740397
  nChanged 1
		SP:Iteration 30Q (116387.920000 sec): 3 clusters
  Score: Raw -124008.523011 + Penalty 2388.500018 = -121620.022993
  nChanged 0
		SP:Iteration 31F (116387.950000 sec): 3 clusters
  Score: Raw -124008.523011 + Penalty 2388.500018 = -121620.022993
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 56 (1410 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (116388.000000 sec): 2 clusters
  Score: Raw -100413.778849 + Penalty 1178.343560 = -99235.435289
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (116388.030000 sec): 3 clusters
  Score: Raw -99880.930066 + Penalty 2356.687120 = -97524.242947
  nChanged 473
		SP:Iteration 1F (116388.060000 sec): 3 clusters
  Score: Raw -100290.749531 + Penalty 2356.687120 = -97934.062412
  nChanged 136
		SP:Iteration 2F (116388.080000 sec): 3 clusters
  Score: Raw -100488.029965 + Penalty 2356.687120 = -98131.342845
  nChanged 104
		SP:Iteration 3F (116388.110000 sec): 3 clusters
  Score: Raw -100654.621325 + Penalty 2356.687120 = -98297.934205
  nChanged 80
		SP:Iteration 4F (116388.140000 sec): 3 clusters
  Score: Raw -100788.582294 + Penalty 2356.687120 = -98431.895175
  nChanged 60
		SP:Iteration 5Q (116388.170000 sec): 3 clusters
  Score: Raw -100863.833044 + Penalty 2356.687120 = -98507.145925
  nChanged 37
		SP:Iteration 6Q (116388.190000 sec): 3 clusters
  Score: Raw -100910.338299 + Penalty 2356.687120 = -98553.651180
  nChanged 31
		SP:Iteration 7Q (116388.220000 sec): 3 clusters
  Score: Raw -100950.252187 + Penalty 2356.687120 = -98593.565067
  nChanged 25
		SP:Iteration 8Q (116388.250000 sec): 3 clusters
  Score: Raw -100984.728975 + Penalty 2356.687120 = -98628.041855
  nChanged 18
		SP:Iteration 9Q (116388.270000 sec): 3 clusters
  Score: Raw -101004.454082 + Penalty 2356.687120 = -98647.766963
  nChanged 9
		SP:Iteration 10Q (116388.300000 sec): 3 clusters
  Score: Raw -101011.873028 + Penalty 2356.687120 = -98655.185908
  nChanged 9
		SP:Iteration 11Q (116388.330000 sec): 3 clusters
  Score: Raw -101019.888733 + Penalty 2356.687120 = -98663.201613
  nChanged 8
		SP:Iteration 12Q (116388.350000 sec): 3 clusters
  Score: Raw -101025.380757 + Penalty 2356.687120 = -98668.693638
  nChanged 7
		SP:Iteration 13Q (116388.380000 sec): 3 clusters
  Score: Raw -101030.896992 + Penalty 2356.687120 = -98674.209873
  nChanged 5
		SP:Iteration 14Q (116388.410000 sec): 3 clusters
  Score: Raw -101037.290061 + Penalty 2356.687120 = -98680.602941
  nChanged 7
		SP:Iteration 15Q (116388.440000 sec): 3 clusters
  Score: Raw -101048.887974 + Penalty 2356.687120 = -98692.200854
  nChanged 5
		SP:Iteration 16Q (116388.460000 sec): 3 clusters
  Score: Raw -101057.998324 + Penalty 2356.687120 = -98701.311205
  nChanged 10
		SP:Iteration 17Q (116388.490000 sec): 3 clusters
  Score: Raw -101067.350929 + Penalty 2356.687120 = -98710.663809
  nChanged 5
		SP:Iteration 18Q (116388.510000 sec): 3 clusters
  Score: Raw -101070.916277 + Penalty 2356.687120 = -98714.229158
  nChanged 5
		SP:Iteration 19Q (116388.540000 sec): 3 clusters
  Score: Raw -101073.910811 + Penalty 2356.687120 = -98717.223691
  nChanged 3
		SP:Iteration 20F (116388.570000 sec): 3 clusters
  Score: Raw -101076.097822 + Penalty 2356.687120 = -98719.410702
  nChanged 3
		SP:Iteration 21Q (116388.590000 sec): 3 clusters
  Score: Raw -101077.994926 + Penalty 2356.687120 = -98721.307807
  nChanged 1
		SP:Iteration 22Q (116388.620000 sec): 3 clusters
  Score: Raw -101079.009826 + Penalty 2356.687120 = -98722.322706
  nChanged 1
		SP:Iteration 23Q (116388.650000 sec): 3 clusters
  Score: Raw -101079.329188 + Penalty 2356.687120 = -98722.642068
  nChanged 1
		SP:Iteration 24Q (116388.670000 sec): 3 clusters
  Score: Raw -101079.535187 + Penalty 2356.687120 = -98722.848068
  nChanged 1
		SP:Iteration 25Q (116388.700000 sec): 3 clusters
  Score: Raw -101080.161968 + Penalty 2356.687120 = -98723.474848
  nChanged 0
		SP:Iteration 26F (116388.730000 sec): 3 clusters
  Score: Raw -101080.161968 + Penalty 2356.687120 = -98723.474848
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 57 (7211 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (116388.820000 sec): 2 clusters
  Score: Raw -612897.125308 + Penalty 1443.546474 = -611453.578834
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (116388.950000 sec): 3 clusters
  Score: Raw -609022.712052 + Penalty 2887.092948 = -606135.619104
  nChanged 2985
		SP:Iteration 1F (116389.060000 sec): 3 clusters
  Score: Raw -610625.166391 + Penalty 2887.092948 = -607738.073443
  nChanged 503
		SP:Iteration 2F (116389.180000 sec): 3 clusters
  Score: Raw -610900.839488 + Penalty 2887.092948 = -608013.746540
  nChanged 440
		SP:Iteration 3F (116389.300000 sec): 3 clusters
  Score: Raw -611124.697122 + Penalty 2887.092948 = -608237.604174
  nChanged 401
		SP:Iteration 4F (116389.430000 sec): 3 clusters
  Score: Raw -611365.094514 + Penalty 2887.092948 = -608478.001566
  nChanged 398
		SP:Iteration 5F (116389.550000 sec): 3 clusters
  Score: Raw -611592.366572 + Penalty 2887.092948 = -608705.273624
  nChanged 365
		SP:Iteration 6F (116389.680000 sec): 3 clusters
  Score: Raw -611807.668930 + Penalty 2887.092948 = -608920.575982
  nChanged 369
		SP:Iteration 7F (116389.810000 sec): 3 clusters
  Score: Raw -612036.340745 + Penalty 2887.092948 = -609149.247797
  nChanged 320
		SP:Iteration 8Q (116389.940000 sec): 3 clusters
  Score: Raw -612230.374561 + Penalty 2887.092948 = -609343.281613
  nChanged 298
		SP:Iteration 9Q (116390.070000 sec): 3 clusters
  Score: Raw -612400.464939 + Penalty 2887.092948 = -609513.371991
  nChanged 252
		SP:Iteration 10Q (116390.200000 sec): 3 clusters
  Score: Raw -612516.725925 + Penalty 2887.092948 = -609629.632977
  nChanged 190
		SP:Iteration 11Q (116390.330000 sec): 3 clusters
  Score: Raw -612602.722109 + Penalty 2887.092948 = -609715.629161
  nChanged 137
		SP:Iteration 12Q (116390.460000 sec): 3 clusters
  Score: Raw -612660.775472 + Penalty 2887.092948 = -609773.682524
  nChanged 128
		SP:Iteration 13Q (116390.600000 sec): 3 clusters
  Score: Raw -612717.788936 + Penalty 2887.092948 = -609830.695988
  nChanged 112
		SP:Iteration 14Q (116390.730000 sec): 3 clusters
  Score: Raw -612760.916004 + Penalty 2887.092948 = -609873.823056
  nChanged 97
		SP:Iteration 15Q (116390.860000 sec): 3 clusters
  Score: Raw -612800.497654 + Penalty 2887.092948 = -609913.404706
  nChanged 104
		SP:Iteration 16Q (116390.990000 sec): 3 clusters
  Score: Raw -612838.273373 + Penalty 2887.092948 = -609951.180425
  nChanged 85
		SP:Iteration 17Q (116391.120000 sec): 3 clusters
  Score: Raw -612871.556430 + Penalty 2887.092948 = -609984.463482
  nChanged 75
		SP:Iteration 18Q (116391.250000 sec): 3 clusters
  Score: Raw -612898.438341 + Penalty 2887.092948 = -610011.345393
  nChanged 55
		SP:Iteration 19Q (116391.380000 sec): 3 clusters
  Score: Raw -612921.160185 + Penalty 2887.092948 = -610034.067237
  nChanged 61
		SP:Iteration 20F (116391.510000 sec): 3 clusters
  Score: Raw -612944.743905 + Penalty 2887.092948 = -610057.650957
  nChanged 56
		SP:Iteration 21Q (116391.640000 sec): 3 clusters
  Score: Raw -612964.691159 + Penalty 2887.092948 = -610077.598211
  nChanged 43
		SP:Iteration 22Q (116391.770000 sec): 3 clusters
  Score: Raw -612979.224910 + Penalty 2887.092948 = -610092.131962
  nChanged 41
		SP:Iteration 23Q (116391.900000 sec): 3 clusters
  Score: Raw -612992.341083 + Penalty 2887.092948 = -610105.248135
  nChanged 39
		SP:Iteration 24Q (116392.040000 sec): 3 clusters
  Score: Raw -613004.983533 + Penalty 2887.092948 = -610117.890585
  nChanged 35
		SP:Iteration 25Q (116392.170000 sec): 3 clusters
  Score: Raw -613016.391069 + Penalty 2887.092948 = -610129.298121
  nChanged 28
		SP:Iteration 26Q (116392.300000 sec): 3 clusters
  Score: Raw -613026.792322 + Penalty 2887.092948 = -610139.699374
  nChanged 31
		SP:Iteration 27Q (116392.430000 sec): 3 clusters
  Score: Raw -613037.759016 + Penalty 2887.092948 = -610150.666068
  nChanged 30
		SP:Iteration 28Q (116392.560000 sec): 3 clusters
  Score: Raw -613049.773876 + Penalty 2887.092948 = -610162.680928
  nChanged 26
		SP:Iteration 29Q (116392.690000 sec): 3 clusters
  Score: Raw -613057.251421 + Penalty 2887.092948 = -610170.158473
  nChanged 19
		SP:Iteration 30Q (116392.810000 sec): 3 clusters
  Score: Raw -613064.854108 + Penalty 2887.092948 = -610177.761160
  nChanged 19
		SP:Iteration 31Q (116392.940000 sec): 3 clusters
  Score: Raw -613070.991593 + Penalty 2887.092948 = -610183.898645
  nChanged 15
		SP:Iteration 32Q (116393.080000 sec): 3 clusters
  Score: Raw -613075.912531 + Penalty 2887.092948 = -610188.819583
  nChanged 15
		SP:Iteration 33Q (116393.200000 sec): 3 clusters
  Score: Raw -613081.470369 + Penalty 2887.092948 = -610194.377421
  nChanged 11
		SP:Iteration 34Q (116393.330000 sec): 3 clusters
  Score: Raw -613087.264412 + Penalty 2887.092948 = -610200.171464
  nChanged 11
		SP:Iteration 35Q (116393.460000 sec): 3 clusters
  Score: Raw -613091.777054 + Penalty 2887.092948 = -610204.684106
  nChanged 9
		SP:Iteration 36Q (116393.590000 sec): 3 clusters
  Score: Raw -613096.406079 + Penalty 2887.092948 = -610209.313131
  nChanged 12
		SP:Iteration 37Q (116393.720000 sec): 3 clusters
  Score: Raw -613101.957174 + Penalty 2887.092948 = -610214.864226
  nChanged 8
		SP:Iteration 38Q (116393.840000 sec): 3 clusters
  Score: Raw -613105.066071 + Penalty 2887.092948 = -610217.973123
  nChanged 10
		SP:Iteration 39Q (116393.980000 sec): 3 clusters
  Score: Raw -613109.167517 + Penalty 2887.092948 = -610222.074569
  nChanged 12
		SP:Iteration 40F (116394.100000 sec): 3 clusters
  Score: Raw -613113.776312 + Penalty 2887.092948 = -610226.683364
  nChanged 10
		SP:Iteration 41Q (116394.230000 sec): 3 clusters
  Score: Raw -613119.559035 + Penalty 2887.092948 = -610232.466087
  nChanged 14
		SP:Iteration 42Q (116394.360000 sec): 3 clusters
  Score: Raw -613126.027063 + Penalty 2887.092948 = -610238.934115
  nChanged 12
		SP:Iteration 43Q (116394.480000 sec): 3 clusters
  Score: Raw -613131.558856 + Penalty 2887.092948 = -610244.465908
  nChanged 15
		SP:Iteration 44Q (116394.600000 sec): 3 clusters
  Score: Raw -613137.177774 + Penalty 2887.092948 = -610250.084826
  nChanged 7
		SP:Iteration 45Q (116394.730000 sec): 3 clusters
  Score: Raw -613139.095974 + Penalty 2887.092948 = -610252.003026
  nChanged 5
		SP:Iteration 46Q (116394.860000 sec): 3 clusters
  Score: Raw -613141.031995 + Penalty 2887.092948 = -610253.939047
  nChanged 7
		SP:Iteration 47Q (116394.980000 sec): 3 clusters
  Score: Raw -613143.594480 + Penalty 2887.092948 = -610256.501532
  nChanged 6
		SP:Iteration 48Q (116395.100000 sec): 3 clusters
  Score: Raw -613145.525287 + Penalty 2887.092948 = -610258.432339
  nChanged 3
		SP:Iteration 49Q (116395.230000 sec): 3 clusters
  Score: Raw -613146.239026 + Penalty 2887.092948 = -610259.146078
  nChanged 2
		SP:Iteration 50Q (116395.360000 sec): 3 clusters
  Score: Raw -613146.869315 + Penalty 2887.092948 = -610259.776367
  nChanged 1
		SP:Iteration 51Q (116395.480000 sec): 3 clusters
  Score: Raw -613147.644762 + Penalty 2887.092948 = -610260.551814
  nChanged 3
		SP:Iteration 52Q (116395.600000 sec): 3 clusters
  Score: Raw -613149.009801 + Penalty 2887.092948 = -610261.916853
  nChanged 2
		SP:Iteration 53Q (116395.730000 sec): 3 clusters
  Score: Raw -613149.697481 + Penalty 2887.092948 = -610262.604533
  nChanged 1
		SP:Iteration 54Q (116395.850000 sec): 3 clusters
  Score: Raw -613150.212294 + Penalty 2887.092948 = -610263.119346
  nChanged 0
		SP:Iteration 55F (116395.980000 sec): 3 clusters
  Score: Raw -613150.212294 + Penalty 2887.092948 = -610263.119346
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 58 (3183 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (116396.050000 sec): 2 clusters
  Score: Raw -249663.508640 + Penalty 1310.656657 = -248352.851983
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (116396.110000 sec): 3 clusters
  Score: Raw -248168.579399 + Penalty 2621.313314 = -245547.266085
  nChanged 1233
		SP:Iteration 1F (116396.180000 sec): 3 clusters
  Score: Raw -248989.321479 + Penalty 2621.313314 = -246368.008165
  nChanged 314
		SP:Iteration 2F (116396.230000 sec): 3 clusters
  Score: Raw -249274.990375 + Penalty 2621.313314 = -246653.677061
  nChanged 228
		SP:Iteration 3F (116396.290000 sec): 3 clusters
  Score: Raw -249481.136687 + Penalty 2621.313314 = -246859.823373
  nChanged 186
		SP:Iteration 4F (116396.350000 sec): 3 clusters
  Score: Raw -249644.059484 + Penalty 2621.313314 = -247022.746170
  nChanged 161
		SP:Iteration 5F (116396.410000 sec): 3 clusters
  Score: Raw -249774.766686 + Penalty 2621.313314 = -247153.453372
  nChanged 111
		SP:Iteration 6Q (116396.470000 sec): 3 clusters
  Score: Raw -249863.556273 + Penalty 2621.313314 = -247242.242959
  nChanged 100
		SP:Iteration 7Q (116396.530000 sec): 3 clusters
  Score: Raw -249928.401922 + Penalty 2621.313314 = -247307.088608
  nChanged 85
		SP:Iteration 8Q (116396.590000 sec): 3 clusters
  Score: Raw -249985.993504 + Penalty 2621.313314 = -247364.680191
  nChanged 69
		SP:Iteration 9Q (116396.650000 sec): 3 clusters
  Score: Raw -250024.803252 + Penalty 2621.313314 = -247403.489938
  nChanged 49
		SP:Iteration 10Q (116396.710000 sec): 3 clusters
  Score: Raw -250048.465584 + Penalty 2621.313314 = -247427.152271
  nChanged 36
		SP:Iteration 11Q (116396.770000 sec): 3 clusters
  Score: Raw -250060.871196 + Penalty 2621.313314 = -247439.557882
  nChanged 22
		SP:Iteration 12Q (116396.830000 sec): 3 clusters
  Score: Raw -250068.314542 + Penalty 2621.313314 = -247447.001228
  nChanged 21
		SP:Iteration 13Q (116396.890000 sec): 3 clusters
  Score: Raw -250079.675995 + Penalty 2621.313314 = -247458.362681
  nChanged 19
		SP:Iteration 14Q (116396.950000 sec): 3 clusters
  Score: Raw -250087.651608 + Penalty 2621.313314 = -247466.338294
  nChanged 18
		SP:Iteration 15Q (116397.010000 sec): 3 clusters
  Score: Raw -250096.607402 + Penalty 2621.313314 = -247475.294088
  nChanged 19
		SP:Iteration 16Q (116397.070000 sec): 3 clusters
  Score: Raw -250105.688359 + Penalty 2621.313314 = -247484.375045
  nChanged 6
		SP:Iteration 17Q (116397.120000 sec): 3 clusters
  Score: Raw -250106.786136 + Penalty 2621.313314 = -247485.472823
  nChanged 6
		SP:Iteration 18Q (116397.180000 sec): 3 clusters
  Score: Raw -250108.032643 + Penalty 2621.313314 = -247486.719329
  nChanged 5
		SP:Iteration 19Q (116397.240000 sec): 3 clusters
  Score: Raw -250109.982208 + Penalty 2621.313314 = -247488.668894
  nChanged 2
		SP:Iteration 20F (116397.310000 sec): 3 clusters
  Score: Raw -250111.826954 + Penalty 2621.313314 = -247490.513640
  nChanged 8
		SP:Iteration 21Q (116397.370000 sec): 3 clusters
  Score: Raw -250113.935610 + Penalty 2621.313314 = -247492.622296
  nChanged 5
		SP:Iteration 22Q (116397.430000 sec): 3 clusters
  Score: Raw -250115.487888 + Penalty 2621.313314 = -247494.174574
  nChanged 8
		SP:Iteration 23Q (116397.490000 sec): 3 clusters
  Score: Raw -250117.661712 + Penalty 2621.313314 = -247496.348399
  nChanged 7
		SP:Iteration 24Q (116397.550000 sec): 3 clusters
  Score: Raw -250120.629074 + Penalty 2621.313314 = -247499.315760
  nChanged 7
		SP:Iteration 25Q (116397.610000 sec): 3 clusters
  Score: Raw -250123.059840 + Penalty 2621.313314 = -247501.746526
  nChanged 8
		SP:Iteration 26Q (116397.670000 sec): 3 clusters
  Score: Raw -250125.207292 + Penalty 2621.313314 = -247503.893979
  nChanged 7
		SP:Iteration 27Q (116397.730000 sec): 3 clusters
  Score: Raw -250128.037531 + Penalty 2621.313314 = -247506.724217
  nChanged 5
		SP:Iteration 28Q (116397.790000 sec): 3 clusters
  Score: Raw -250129.813955 + Penalty 2621.313314 = -247508.500641
  nChanged 5
		SP:Iteration 29Q (116397.850000 sec): 3 clusters
  Score: Raw -250132.642263 + Penalty 2621.313314 = -247511.328949
  nChanged 5
		SP:Iteration 30Q (116397.910000 sec): 3 clusters
  Score: Raw -250135.730371 + Penalty 2621.313314 = -247514.417057
  nChanged 6
		SP:Iteration 31Q (116397.970000 sec): 3 clusters
  Score: Raw -250137.745524 + Penalty 2621.313314 = -247516.432210
  nChanged 4
		SP:Iteration 32Q (116398.020000 sec): 3 clusters
  Score: Raw -250139.522395 + Penalty 2621.313314 = -247518.209081
  nChanged 9
		SP:Iteration 33Q (116398.080000 sec): 3 clusters
  Score: Raw -250142.288253 + Penalty 2621.313314 = -247520.974939
  nChanged 9
		SP:Iteration 34Q (116398.140000 sec): 3 clusters
  Score: Raw -250146.234608 + Penalty 2621.313314 = -247524.921294
  nChanged 11
		SP:Iteration 35Q (116398.200000 sec): 3 clusters
  Score: Raw -250150.859371 + Penalty 2621.313314 = -247529.546057
  nChanged 8
		SP:Iteration 36Q (116398.260000 sec): 3 clusters
  Score: Raw -250152.570026 + Penalty 2621.313314 = -247531.256712
  nChanged 5
		SP:Iteration 37Q (116398.320000 sec): 3 clusters
  Score: Raw -250153.466737 + Penalty 2621.313314 = -247532.153423
  nChanged 3
		SP:Iteration 38Q (116398.380000 sec): 3 clusters
  Score: Raw -250153.879501 + Penalty 2621.313314 = -247532.566187
  nChanged 1
		SP:Iteration 39Q (116398.440000 sec): 3 clusters
  Score: Raw -250154.006532 + Penalty 2621.313314 = -247532.693218
  nChanged 1
		SP:Iteration 40F (116398.500000 sec): 3 clusters
  Score: Raw -250154.236587 + Penalty 2621.313314 = -247532.923273
  nChanged 1
		SP:Iteration 41Q (116398.570000 sec): 3 clusters
  Score: Raw -250154.500070 + Penalty 2621.313314 = -247533.186756
  nChanged 1
		SP:Iteration 42Q (116398.620000 sec): 3 clusters
  Score: Raw -250154.908705 + Penalty 2621.313314 = -247533.595392
  nChanged 0
		SP:Iteration 43F (116398.680000 sec): 3 clusters
  Score: Raw -250154.908705 + Penalty 2621.313314 = -247533.595392
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 59 (5631 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (116398.760000 sec): 2 clusters
  Score: Raw -513881.152326 + Penalty 1403.356878 = -512477.795448
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (116398.870000 sec): 3 clusters
  Score: Raw -510936.457790 + Penalty 2806.713756 = -508129.744034
  nChanged 2286
		SP:Iteration 1F (116398.970000 sec): 3 clusters
  Score: Raw -512170.858892 + Penalty 2806.713756 = -509364.145136
  nChanged 369
		SP:Iteration 2F (116399.070000 sec): 3 clusters
  Score: Raw -512366.565168 + Penalty 2806.713756 = -509559.851412
  nChanged 265
		SP:Iteration 3Q (116399.170000 sec): 3 clusters
  Score: Raw -512487.304293 + Penalty 2806.713756 = -509680.590537
  nChanged 219
		SP:Iteration 4Q (116399.270000 sec): 3 clusters
  Score: Raw -512575.282281 + Penalty 2806.713756 = -509768.568525
  nChanged 178
		SP:Iteration 5Q (116399.380000 sec): 3 clusters
  Score: Raw -512645.278599 + Penalty 2806.713756 = -509838.564844
  nChanged 164
		SP:Iteration 6Q (116399.480000 sec): 3 clusters
  Score: Raw -512698.121197 + Penalty 2806.713756 = -509891.407441
  nChanged 122
		SP:Iteration 7Q (116399.580000 sec): 3 clusters
  Score: Raw -512737.630107 + Penalty 2806.713756 = -509930.916351
  nChanged 107
		SP:Iteration 8Q (116399.690000 sec): 3 clusters
  Score: Raw -512766.399296 + Penalty 2806.713756 = -509959.685541
  nChanged 77
		SP:Iteration 9Q (116399.790000 sec): 3 clusters
  Score: Raw -512787.575353 + Penalty 2806.713756 = -509980.861598
  nChanged 75
		SP:Iteration 10Q (116399.890000 sec): 3 clusters
  Score: Raw -512806.428362 + Penalty 2806.713756 = -509999.714607
  nChanged 49
		SP:Iteration 11Q (116399.990000 sec): 3 clusters
  Score: Raw -512819.486232 + Penalty 2806.713756 = -510012.772476
  nChanged 52
		SP:Iteration 12Q (116400.090000 sec): 3 clusters
  Score: Raw -512830.610163 + Penalty 2806.713756 = -510023.896407
  nChanged 32
		SP:Iteration 13Q (116400.190000 sec): 3 clusters
  Score: Raw -512837.383111 + Penalty 2806.713756 = -510030.669355
  nChanged 31
		SP:Iteration 14Q (116400.290000 sec): 3 clusters
  Score: Raw -512844.034535 + Penalty 2806.713756 = -510037.320779
  nChanged 28
		SP:Iteration 15Q (116400.390000 sec): 3 clusters
  Score: Raw -512851.073823 + Penalty 2806.713756 = -510044.360068
  nChanged 33
		SP:Iteration 16Q (116400.490000 sec): 3 clusters
  Score: Raw -512859.100995 + Penalty 2806.713756 = -510052.387239
  nChanged 28
		SP:Iteration 17Q (116400.590000 sec): 3 clusters
  Score: Raw -512864.598129 + Penalty 2806.713756 = -510057.884373
  nChanged 19
		SP:Iteration 18Q (116400.690000 sec): 3 clusters
  Score: Raw -512867.984950 + Penalty 2806.713756 = -510061.271195
  nChanged 14
		SP:Iteration 19Q (116400.790000 sec): 3 clusters
  Score: Raw -512870.804614 + Penalty 2806.713756 = -510064.090858
  nChanged 6
		SP:Iteration 20F (116400.890000 sec): 3 clusters
  Score: Raw -512872.071346 + Penalty 2806.713756 = -510065.357591
  nChanged 6
		SP:Iteration 21Q (116400.990000 sec): 3 clusters
  Score: Raw -512872.610136 + Penalty 2806.713756 = -510065.896381
  nChanged 4
		SP:Iteration 22Q (116401.090000 sec): 3 clusters
  Score: Raw -512873.506136 + Penalty 2806.713756 = -510066.792380
  nChanged 8
		SP:Iteration 23Q (116401.190000 sec): 3 clusters
  Score: Raw -512874.822491 + Penalty 2806.713756 = -510068.108736
  nChanged 7
		SP:Iteration 24Q (116401.290000 sec): 3 clusters
  Score: Raw -512875.797117 + Penalty 2806.713756 = -510069.083361
  nChanged 6
		SP:Iteration 25Q (116401.390000 sec): 3 clusters
  Score: Raw -512876.701613 + Penalty 2806.713756 = -510069.987857
  nChanged 5
		SP:Iteration 26Q (116401.490000 sec): 3 clusters
  Score: Raw -512877.302115 + Penalty 2806.713756 = -510070.588359
  nChanged 3
		SP:Iteration 27Q (116401.590000 sec): 3 clusters
  Score: Raw -512877.904689 + Penalty 2806.713756 = -510071.190933
  nChanged 2
		SP:Iteration 28Q (116401.690000 sec): 3 clusters
  Score: Raw -512878.223857 + Penalty 2806.713756 = -510071.510101
  nChanged 0
		SP:Iteration 29F (116401.790000 sec): 3 clusters
  Score: Raw -512878.223857 + Penalty 2806.713756 = -510071.510101
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 60 (1480 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (116401.850000 sec): 2 clusters
  Score: Raw -110479.860323 + Penalty 1186.217072 = -109293.643251
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (116401.880000 sec): 3 clusters
  Score: Raw -109899.154755 + Penalty 2372.434144 = -107526.720610
  nChanged 488
		SP:Iteration 1F (116401.910000 sec): 3 clusters
  Score: Raw -110301.477514 + Penalty 2372.434144 = -107929.043370
  nChanged 164
		SP:Iteration 2F (116401.930000 sec): 3 clusters
  Score: Raw -110518.965349 + Penalty 2372.434144 = -108146.531205
  nChanged 100
		SP:Iteration 3F (116401.960000 sec): 3 clusters
  Score: Raw -110631.298307 + Penalty 2372.434144 = -108258.864163
  nChanged 65
		SP:Iteration 4Q (116401.990000 sec): 3 clusters
  Score: Raw -110708.595258 + Penalty 2372.434144 = -108336.161113
  nChanged 50
		SP:Iteration 5Q (116402.020000 sec): 3 clusters
  Score: Raw -110767.396815 + Penalty 2372.434144 = -108394.962671
  nChanged 44
		SP:Iteration 6Q (116402.050000 sec): 3 clusters
  Score: Raw -110817.440391 + Penalty 2372.434144 = -108445.006246
  nChanged 30
		SP:Iteration 7Q (116402.080000 sec): 3 clusters
  Score: Raw -110850.735850 + Penalty 2372.434144 = -108478.301706
  nChanged 23
		SP:Iteration 8Q (116402.110000 sec): 3 clusters
  Score: Raw -110878.178111 + Penalty 2372.434144 = -108505.743967
  nChanged 18
		SP:Iteration 9Q (116402.130000 sec): 3 clusters
  Score: Raw -110902.660445 + Penalty 2372.434144 = -108530.226301
  nChanged 23
		SP:Iteration 10Q (116402.160000 sec): 3 clusters
  Score: Raw -110933.082482 + Penalty 2372.434144 = -108560.648338
  nChanged 22
		SP:Iteration 11Q (116402.190000 sec): 3 clusters
  Score: Raw -110961.456806 + Penalty 2372.434144 = -108589.022661
  nChanged 13
		SP:Iteration 12Q (116402.210000 sec): 3 clusters
  Score: Raw -110973.330392 + Penalty 2372.434144 = -108600.896248
  nChanged 9
		SP:Iteration 13Q (116402.240000 sec): 3 clusters
  Score: Raw -110982.432543 + Penalty 2372.434144 = -108609.998399
  nChanged 11
		SP:Iteration 14Q (116402.270000 sec): 3 clusters
  Score: Raw -110993.278628 + Penalty 2372.434144 = -108620.844484
  nChanged 7
		SP:Iteration 15Q (116402.300000 sec): 3 clusters
  Score: Raw -111004.464484 + Penalty 2372.434144 = -108632.030340
  nChanged 6
		SP:Iteration 16Q (116402.330000 sec): 3 clusters
  Score: Raw -111011.291259 + Penalty 2372.434144 = -108638.857115
  nChanged 2
		SP:Iteration 17Q (116402.350000 sec): 3 clusters
  Score: Raw -111012.061625 + Penalty 2372.434144 = -108639.627481
  nChanged 1
		SP:Iteration 18Q (116402.380000 sec): 3 clusters
  Score: Raw -111013.645714 + Penalty 2372.434144 = -108641.211570
  nChanged 1
		SP:Iteration 19Q (116402.410000 sec): 3 clusters
  Score: Raw -111014.019296 + Penalty 2372.434144 = -108641.585152
  nChanged 0
		SP:Iteration 20F (116402.440000 sec): 3 clusters
  Score: Raw -111014.019296 + Penalty 2372.434144 = -108641.585152
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 61 (257 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (116402.470000 sec): 2 clusters
  Score: Raw -19033.290573 + Penalty 901.724864 = -18131.565709
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (116402.470000 sec): 3 clusters
  Score: Raw -19151.721150 + Penalty 1803.449728 = -17348.271423
  nChanged 58
		SP:Iteration 1F (116402.480000 sec): 3 clusters
  Score: Raw -19325.559388 + Penalty 1803.449728 = -17522.109661
  nChanged 20
		SP:Iteration 2F (116402.490000 sec): 3 clusters
  Score: Raw -19388.411058 + Penalty 1803.449728 = -17584.961331
  nChanged 8
		SP:Iteration 3Q (116402.490000 sec): 3 clusters
  Score: Raw -19411.591853 + Penalty 1803.449728 = -17608.142125
  nChanged 2
		SP:Iteration 4Q (116402.500000 sec): 3 clusters
  Score: Raw -19414.489902 + Penalty 1803.449728 = -17611.040175
  nChanged 0
		SP:Iteration 5F (116402.500000 sec): 3 clusters
  Score: Raw -19414.489902 + Penalty 1803.449728 = -17611.040175
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 62 (1197 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (116402.550000 sec): 2 clusters
  Score: Raw -109252.515089 + Penalty 1151.730727 = -108100.784362
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (116402.580000 sec): 3 clusters
  Score: Raw -108851.214273 + Penalty 2303.461454 = -106547.752818
  nChanged 376
		SP:Iteration 1F (116402.600000 sec): 3 clusters
  Score: Raw -109128.830435 + Penalty 2303.461454 = -106825.368981
  nChanged 84
		SP:Iteration 2F (116402.620000 sec): 3 clusters
  Score: Raw -109228.125415 + Penalty 2303.461454 = -106924.663961
  nChanged 57
		SP:Iteration 3Q (116402.650000 sec): 3 clusters
  Score: Raw -109287.393525 + Penalty 2303.461454 = -106983.932071
  nChanged 40
		SP:Iteration 4Q (116402.670000 sec): 3 clusters
  Score: Raw -109340.922413 + Penalty 2303.461454 = -107037.460959
  nChanged 35
		SP:Iteration 5Q (116402.690000 sec): 3 clusters
  Score: Raw -109392.333912 + Penalty 2303.461454 = -107088.872458
  nChanged 38
		SP:Iteration 6Q (116402.720000 sec): 3 clusters
  Score: Raw -109460.887925 + Penalty 2303.461454 = -107157.426471
  nChanged 50
		SP:Iteration 7Q (116402.740000 sec): 3 clusters
  Score: Raw -109541.218667 + Penalty 2303.461454 = -107237.757213
  nChanged 32
		SP:Iteration 8Q (116402.770000 sec): 3 clusters
  Score: Raw -109573.352503 + Penalty 2303.461454 = -107269.891049
  nChanged 34
		SP:Iteration 9Q (116402.790000 sec): 3 clusters
  Score: Raw -109602.366932 + Penalty 2303.461454 = -107298.905478
  nChanged 30
		SP:Iteration 10Q (116402.810000 sec): 3 clusters
  Score: Raw -109630.403094 + Penalty 2303.461454 = -107326.941640
  nChanged 24
		SP:Iteration 11Q (116402.840000 sec): 3 clusters
  Score: Raw -109658.519571 + Penalty 2303.461454 = -107355.058116
  nChanged 21
		SP:Iteration 12Q (116402.860000 sec): 3 clusters
  Score: Raw -109682.543750 + Penalty 2303.461454 = -107379.082296
  nChanged 16
		SP:Iteration 13Q (116402.880000 sec): 3 clusters
  Score: Raw -109697.256191 + Penalty 2303.461454 = -107393.794737
  nChanged 8
		SP:Iteration 14Q (116402.910000 sec): 3 clusters
  Score: Raw -109704.717286 + Penalty 2303.461454 = -107401.255832
  nChanged 7
		SP:Iteration 15Q (116402.930000 sec): 3 clusters
  Score: Raw -109710.923160 + Penalty 2303.461454 = -107407.461706
  nChanged 8
		SP:Iteration 16Q (116402.950000 sec): 3 clusters
  Score: Raw -109718.387073 + Penalty 2303.461454 = -107414.925619
  nChanged 4
		SP:Iteration 17Q (116402.970000 sec): 3 clusters
  Score: Raw -109721.171560 + Penalty 2303.461454 = -107417.710106
  nChanged 6
		SP:Iteration 18Q (116403.000000 sec): 3 clusters
  Score: Raw -109725.570719 + Penalty 2303.461454 = -107422.109264
  nChanged 5
		SP:Iteration 19Q (116403.020000 sec): 3 clusters
  Score: Raw -109729.752069 + Penalty 2303.461454 = -107426.290614
  nChanged 4
		SP:Iteration 20F (116403.050000 sec): 3 clusters
  Score: Raw -109731.572142 + Penalty 2303.461454 = -107428.110688
  nChanged 1
		SP:Iteration 21Q (116403.070000 sec): 3 clusters
  Score: Raw -109732.004845 + Penalty 2303.461454 = -107428.543391
  nChanged 0
		SP:Iteration 22F (116403.090000 sec): 3 clusters
  Score: Raw -109732.004845 + Penalty 2303.461454 = -107428.543391
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 63 (2452 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (116403.160000 sec): 2 clusters
  Score: Raw -200782.718682 + Penalty 1268.257136 = -199514.461546
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (116403.210000 sec): 3 clusters
  Score: Raw -199624.262477 + Penalty 2536.514272 = -197087.748205
  nChanged 902
		SP:Iteration 1F (116403.250000 sec): 3 clusters
  Score: Raw -200148.876422 + Penalty 2536.514272 = -197612.362151
  nChanged 187
		SP:Iteration 2F (116403.300000 sec): 3 clusters
  Score: Raw -200274.773372 + Penalty 2536.514272 = -197738.259100
  nChanged 150
		SP:Iteration 3F (116403.350000 sec): 3 clusters
  Score: Raw -200386.801104 + Penalty 2536.514272 = -197850.286832
  nChanged 121
		SP:Iteration 4Q (116403.390000 sec): 3 clusters
  Score: Raw -200478.438529 + Penalty 2536.514272 = -197941.924257
  nChanged 93
		SP:Iteration 5Q (116403.440000 sec): 3 clusters
  Score: Raw -200543.126234 + Penalty 2536.514272 = -198006.611962
  nChanged 74
		SP:Iteration 6Q (116403.490000 sec): 3 clusters
  Score: Raw -200599.668142 + Penalty 2536.514272 = -198063.153870
  nChanged 76
		SP:Iteration 7Q (116403.530000 sec): 3 clusters
  Score: Raw -200645.040441 + Penalty 2536.514272 = -198108.526170
  nChanged 60
		SP:Iteration 8Q (116403.580000 sec): 3 clusters
  Score: Raw -200690.636736 + Penalty 2536.514272 = -198154.122464
  nChanged 55
		SP:Iteration 9Q (116403.630000 sec): 3 clusters
  Score: Raw -200734.865524 + Penalty 2536.514272 = -198198.351252
  nChanged 55
		SP:Iteration 10Q (116403.680000 sec): 3 clusters
  Score: Raw -200767.936060 + Penalty 2536.514272 = -198231.421788
  nChanged 43
		SP:Iteration 11Q (116403.730000 sec): 3 clusters
  Score: Raw -200798.076350 + Penalty 2536.514272 = -198261.562079
  nChanged 44
		SP:Iteration 12Q (116403.770000 sec): 3 clusters
  Score: Raw -200828.794955 + Penalty 2536.514272 = -198292.280683
  nChanged 44
		SP:Iteration 13Q (116403.820000 sec): 3 clusters
  Score: Raw -200859.084773 + Penalty 2536.514272 = -198322.570501
  nChanged 43
		SP:Iteration 14Q (116403.870000 sec): 3 clusters
  Score: Raw -200878.761233 + Penalty 2536.514272 = -198342.246961
  nChanged 29
		SP:Iteration 15Q (116403.910000 sec): 3 clusters
  Score: Raw -200890.854959 + Penalty 2536.514272 = -198354.340687
  nChanged 21
		SP:Iteration 16Q (116403.960000 sec): 3 clusters
  Score: Raw -200898.678811 + Penalty 2536.514272 = -198362.164539
  nChanged 19
		SP:Iteration 17Q (116404.010000 sec): 3 clusters
  Score: Raw -200905.820993 + Penalty 2536.514272 = -198369.306721
  nChanged 16
		SP:Iteration 18Q (116404.050000 sec): 3 clusters
  Score: Raw -200916.843181 + Penalty 2536.514272 = -198380.328909
  nChanged 21
		SP:Iteration 19Q (116404.100000 sec): 3 clusters
  Score: Raw -200927.107125 + Penalty 2536.514272 = -198390.592854
  nChanged 19
		SP:Iteration 20F (116404.150000 sec): 3 clusters
  Score: Raw -200937.210750 + Penalty 2536.514272 = -198400.696478
  nChanged 21
		SP:Iteration 21Q (116404.190000 sec): 3 clusters
  Score: Raw -200949.866982 + Penalty 2536.514272 = -198413.352710
  nChanged 24
		SP:Iteration 22Q (116404.240000 sec): 3 clusters
  Score: Raw -200964.052352 + Penalty 2536.514272 = -198427.538081
  nChanged 22
		SP:Iteration 23Q (116404.290000 sec): 3 clusters
  Score: Raw -200978.578935 + Penalty 2536.514272 = -198442.064663
  nChanged 22
		SP:Iteration 24Q (116404.330000 sec): 3 clusters
  Score: Raw -200990.625609 + Penalty 2536.514272 = -198454.111337
  nChanged 18
		SP:Iteration 25Q (116404.380000 sec): 3 clusters
  Score: Raw -200998.365105 + Penalty 2536.514272 = -198461.850833
  nChanged 11
		SP:Iteration 26Q (116404.430000 sec): 3 clusters
  Score: Raw -201003.714859 + Penalty 2536.514272 = -198467.200587
  nChanged 11
		SP:Iteration 27Q (116404.470000 sec): 3 clusters
  Score: Raw -201007.831932 + Penalty 2536.514272 = -198471.317661
  nChanged 8
		SP:Iteration 28Q (116404.520000 sec): 3 clusters
  Score: Raw -201012.035406 + Penalty 2536.514272 = -198475.521135
  nChanged 7
		SP:Iteration 29Q (116404.570000 sec): 3 clusters
  Score: Raw -201014.580954 + Penalty 2536.514272 = -198478.066683
  nChanged 6
		SP:Iteration 30Q (116404.610000 sec): 3 clusters
  Score: Raw -201017.500498 + Penalty 2536.514272 = -198480.986226
  nChanged 6
		SP:Iteration 31Q (116404.660000 sec): 3 clusters
  Score: Raw -201019.547295 + Penalty 2536.514272 = -198483.033023
  nChanged 5
		SP:Iteration 32Q (116404.710000 sec): 3 clusters
  Score: Raw -201022.034037 + Penalty 2536.514272 = -198485.519765
  nChanged 5
		SP:Iteration 33Q (116404.750000 sec): 3 clusters
  Score: Raw -201024.527249 + Penalty 2536.514272 = -198488.012977
  nChanged 8
		SP:Iteration 34Q (116404.800000 sec): 3 clusters
  Score: Raw -201028.330792 + Penalty 2536.514272 = -198491.816520
  nChanged 4
		SP:Iteration 35Q (116404.850000 sec): 3 clusters
  Score: Raw -201029.060557 + Penalty 2536.514272 = -198492.546285
  nChanged 0
		SP:Iteration 36F (116404.890000 sec): 3 clusters
  Score: Raw -201029.060557 + Penalty 2536.514272 = -198492.546285
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 64 (2268 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (116404.960000 sec): 2 clusters
  Score: Raw -216735.952656 + Penalty 1255.581221 = -215480.371435
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (116405.010000 sec): 3 clusters
  Score: Raw -215779.656696 + Penalty 2511.162441 = -213268.494255
  nChanged 816
		SP:Iteration 1F (116405.050000 sec): 3 clusters
  Score: Raw -216242.537730 + Penalty 2511.162441 = -213731.375288
  nChanged 148
		SP:Iteration 2F (116405.090000 sec): 3 clusters
  Score: Raw -216319.122586 + Penalty 2511.162441 = -213807.960145
  nChanged 80
		SP:Iteration 3Q (116405.130000 sec): 3 clusters
  Score: Raw -216371.214017 + Penalty 2511.162441 = -213860.051576
  nChanged 65
		SP:Iteration 4Q (116405.180000 sec): 3 clusters
  Score: Raw -216412.472943 + Penalty 2511.162441 = -213901.310502
  nChanged 55
		SP:Iteration 5Q (116405.220000 sec): 3 clusters
  Score: Raw -216442.616585 + Penalty 2511.162441 = -213931.454144
  nChanged 46
		SP:Iteration 6Q (116405.270000 sec): 3 clusters
  Score: Raw -216467.095764 + Penalty 2511.162441 = -213955.933323
  nChanged 35
		SP:Iteration 7Q (116405.310000 sec): 3 clusters
  Score: Raw -216485.009478 + Penalty 2511.162441 = -213973.847037
  nChanged 34
		SP:Iteration 8Q (116405.350000 sec): 3 clusters
  Score: Raw -216498.596584 + Penalty 2511.162441 = -213987.434143
  nChanged 20
		SP:Iteration 9Q (116405.400000 sec): 3 clusters
  Score: Raw -216506.304564 + Penalty 2511.162441 = -213995.142123
  nChanged 14
		SP:Iteration 10Q (116405.440000 sec): 3 clusters
  Score: Raw -216511.975772 + Penalty 2511.162441 = -214000.813331
  nChanged 12
		SP:Iteration 11Q (116405.490000 sec): 3 clusters
  Score: Raw -216516.071994 + Penalty 2511.162441 = -214004.909553
  nChanged 7
		SP:Iteration 12Q (116405.530000 sec): 3 clusters
  Score: Raw -216518.385669 + Penalty 2511.162441 = -214007.223228
  nChanged 8
		SP:Iteration 13Q (116405.580000 sec): 3 clusters
  Score: Raw -216520.930793 + Penalty 2511.162441 = -214009.768352
  nChanged 7
		SP:Iteration 14Q (116405.620000 sec): 3 clusters
  Score: Raw -216524.254499 + Penalty 2511.162441 = -214013.092057
  nChanged 10
		SP:Iteration 15Q (116405.670000 sec): 3 clusters
  Score: Raw -216527.931793 + Penalty 2511.162441 = -214016.769352
  nChanged 9
		SP:Iteration 16Q (116405.710000 sec): 3 clusters
  Score: Raw -216531.730436 + Penalty 2511.162441 = -214020.567995
  nChanged 7
		SP:Iteration 17Q (116405.750000 sec): 3 clusters
  Score: Raw -216535.744748 + Penalty 2511.162441 = -214024.582307
  nChanged 9
		SP:Iteration 18Q (116405.790000 sec): 3 clusters
  Score: Raw -216538.612936 + Penalty 2511.162441 = -214027.450495
  nChanged 7
		SP:Iteration 19Q (116405.840000 sec): 3 clusters
  Score: Raw -216541.478306 + Penalty 2511.162441 = -214030.315865
  nChanged 4
		SP:Iteration 20F (116405.880000 sec): 3 clusters
  Score: Raw -216543.988189 + Penalty 2511.162441 = -214032.825748
  nChanged 7
		SP:Iteration 21Q (116405.930000 sec): 3 clusters
  Score: Raw -216546.577798 + Penalty 2511.162441 = -214035.415357
  nChanged 3
		SP:Iteration 22Q (116405.970000 sec): 3 clusters
  Score: Raw -216547.741716 + Penalty 2511.162441 = -214036.579275
  nChanged 5
		SP:Iteration 23Q (116406.010000 sec): 3 clusters
  Score: Raw -216550.263741 + Penalty 2511.162441 = -214039.101300
  nChanged 4
		SP:Iteration 24Q (116406.060000 sec): 3 clusters
  Score: Raw -216551.371729 + Penalty 2511.162441 = -214040.209288
  nChanged 3
		SP:Iteration 25Q (116406.100000 sec): 3 clusters
  Score: Raw -216552.417249 + Penalty 2511.162441 = -214041.254808
  nChanged 2
		SP:Iteration 26Q (116406.150000 sec): 3 clusters
  Score: Raw -216552.688721 + Penalty 2511.162441 = -214041.526280
  nChanged 1
		SP:Iteration 27Q (116406.190000 sec): 3 clusters
  Score: Raw -216552.984821 + Penalty 2511.162441 = -214041.822380
  nChanged 0
		SP:Iteration 28F (116406.230000 sec): 3 clusters
  Score: Raw -216552.984821 + Penalty 2511.162441 = -214041.822380
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 65 (8515 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (116406.350000 sec): 2 clusters
  Score: Raw -688092.726808 + Penalty 1470.557496 = -686622.169312
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (116406.490000 sec): 3 clusters
  Score: Raw -683339.059787 + Penalty 2941.114993 = -680397.944795
  nChanged 3690
		SP:Iteration 1F (116406.640000 sec): 3 clusters
  Score: Raw -685544.496899 + Penalty 2941.114993 = -682603.381906
  nChanged 671
		SP:Iteration 2F (116406.780000 sec): 3 clusters
  Score: Raw -685962.223527 + Penalty 2941.114993 = -683021.108534
  nChanged 548
		SP:Iteration 3F (116406.930000 sec): 3 clusters
  Score: Raw -686298.170273 + Penalty 2941.114993 = -683357.055281
  nChanged 520
		SP:Iteration 4F (116407.070000 sec): 3 clusters
  Score: Raw -686645.881365 + Penalty 2941.114993 = -683704.766373
  nChanged 495
		SP:Iteration 5F (116407.200000 sec): 3 clusters
  Score: Raw -686994.427312 + Penalty 2941.114993 = -684053.312319
  nChanged 472
		SP:Iteration 6F (116407.340000 sec): 3 clusters
  Score: Raw -687349.885847 + Penalty 2941.114993 = -684408.770855
  nChanged 429
		SP:Iteration 7F (116407.490000 sec): 3 clusters
  Score: Raw -687642.509129 + Penalty 2941.114993 = -684701.394136
  nChanged 380
		SP:Iteration 8Q (116407.640000 sec): 3 clusters
  Score: Raw -687935.908441 + Penalty 2941.114993 = -684994.793448
  nChanged 361
		SP:Iteration 9Q (116407.790000 sec): 3 clusters
  Score: Raw -688242.953299 + Penalty 2941.114993 = -685301.838306
  nChanged 325
		SP:Iteration 10Q (116407.930000 sec): 3 clusters
  Score: Raw -688449.668531 + Penalty 2941.114993 = -685508.553538
  nChanged 258
		SP:Iteration 11Q (116408.050000 sec): 3 clusters
  Score: Raw -688591.363701 + Penalty 2941.114993 = -685650.248708
  nChanged 204
		SP:Iteration 12Q (116408.200000 sec): 3 clusters
  Score: Raw -688687.041087 + Penalty 2941.114993 = -685745.926094
  nChanged 144
		SP:Iteration 13Q (116408.350000 sec): 3 clusters
  Score: Raw -688750.555045 + Penalty 2941.114993 = -685809.440052
  nChanged 115
		SP:Iteration 14Q (116408.490000 sec): 3 clusters
  Score: Raw -688790.126965 + Penalty 2941.114993 = -685849.011972
  nChanged 86
		SP:Iteration 15Q (116408.640000 sec): 3 clusters
  Score: Raw -688824.522745 + Penalty 2941.114993 = -685883.407752
  nChanged 100
		SP:Iteration 16Q (116408.770000 sec): 3 clusters
  Score: Raw -688865.055198 + Penalty 2941.114993 = -685923.940205
  nChanged 108
		SP:Iteration 17Q (116408.910000 sec): 3 clusters
  Score: Raw -688908.603901 + Penalty 2941.114993 = -685967.488908
  nChanged 89
		SP:Iteration 18Q (116409.050000 sec): 3 clusters
  Score: Raw -688940.236482 + Penalty 2941.114993 = -685999.121489
  nChanged 88
		SP:Iteration 19Q (116409.190000 sec): 3 clusters
  Score: Raw -688968.012987 + Penalty 2941.114993 = -686026.897994
  nChanged 73
		SP:Iteration 20F (116409.340000 sec): 3 clusters
  Score: Raw -688989.684144 + Penalty 2941.114993 = -686048.569152
  nChanged 56
		SP:Iteration 21Q (116409.480000 sec): 3 clusters
  Score: Raw -689006.772815 + Penalty 2941.114993 = -686065.657823
  nChanged 48
		SP:Iteration 22Q (116409.620000 sec): 3 clusters
  Score: Raw -689022.775419 + Penalty 2941.114993 = -686081.660427
  nChanged 46
		SP:Iteration 23Q (116409.750000 sec): 3 clusters
  Score: Raw -689033.170436 + Penalty 2941.114993 = -686092.055443
  nChanged 38
		SP:Iteration 24Q (116409.890000 sec): 3 clusters
  Score: Raw -689043.139420 + Penalty 2941.114993 = -686102.024427
  nChanged 44
		SP:Iteration 25Q (116410.030000 sec): 3 clusters
  Score: Raw -689054.062144 + Penalty 2941.114993 = -686112.947152
  nChanged 34
		SP:Iteration 26Q (116410.170000 sec): 3 clusters
  Score: Raw -689061.937844 + Penalty 2941.114993 = -686120.822852
  nChanged 37
		SP:Iteration 27Q (116410.320000 sec): 3 clusters
  Score: Raw -689069.100459 + Penalty 2941.114993 = -686127.985466
  nChanged 25
		SP:Iteration 28Q (116410.460000 sec): 3 clusters
  Score: Raw -689074.760488 + Penalty 2941.114993 = -686133.645495
  nChanged 23
		SP:Iteration 29Q (116410.600000 sec): 3 clusters
  Score: Raw -689079.672057 + Penalty 2941.114993 = -686138.557064
  nChanged 21
		SP:Iteration 30Q (116410.720000 sec): 3 clusters
  Score: Raw -689085.360223 + Penalty 2941.114993 = -686144.245231
  nChanged 23
		SP:Iteration 31Q (116410.860000 sec): 3 clusters
  Score: Raw -689091.293142 + Penalty 2941.114993 = -686150.178149
  nChanged 27
		SP:Iteration 32Q (116411.000000 sec): 3 clusters
  Score: Raw -689097.188811 + Penalty 2941.114993 = -686156.073818
  nChanged 25
		SP:Iteration 33Q (116411.140000 sec): 3 clusters
  Score: Raw -689103.745219 + Penalty 2941.114993 = -686162.630226
  nChanged 24
		SP:Iteration 34Q (116411.280000 sec): 3 clusters
  Score: Raw -689109.564055 + Penalty 2941.114993 = -686168.449062
  nChanged 23
		SP:Iteration 35Q (116411.420000 sec): 3 clusters
  Score: Raw -689114.877315 + Penalty 2941.114993 = -686173.762322
  nChanged 20
		SP:Iteration 36Q (116411.560000 sec): 3 clusters
  Score: Raw -689119.208634 + Penalty 2941.114993 = -686178.093642
  nChanged 12
		SP:Iteration 37Q (116411.700000 sec): 3 clusters
  Score: Raw -689121.829620 + Penalty 2941.114993 = -686180.714627
  nChanged 14
		SP:Iteration 38Q (116411.820000 sec): 3 clusters
  Score: Raw -689124.392783 + Penalty 2941.114993 = -686183.277790
  nChanged 14
		SP:Iteration 39Q (116411.960000 sec): 3 clusters
  Score: Raw -689127.043034 + Penalty 2941.114993 = -686185.928042
  nChanged 11
		SP:Iteration 40F (116412.100000 sec): 3 clusters
  Score: Raw -689128.635884 + Penalty 2941.114993 = -686187.520892
  nChanged 8
		SP:Iteration 41Q (116412.250000 sec): 3 clusters
  Score: Raw -689129.733761 + Penalty 2941.114993 = -686188.618768
  nChanged 7
		SP:Iteration 42Q (116412.390000 sec): 3 clusters
  Score: Raw -689130.350562 + Penalty 2941.114993 = -686189.235569
  nChanged 6
		SP:Iteration 43Q (116412.530000 sec): 3 clusters
  Score: Raw -689131.038905 + Penalty 2941.114993 = -686189.923913
  nChanged 6
		SP:Iteration 44Q (116412.660000 sec): 3 clusters
  Score: Raw -689131.829065 + Penalty 2941.114993 = -686190.714072
  nChanged 3
		SP:Iteration 45Q (116412.790000 sec): 3 clusters
  Score: Raw -689132.706405 + Penalty 2941.114993 = -686191.591412
  nChanged 4
		SP:Iteration 46Q (116412.930000 sec): 3 clusters
  Score: Raw -689133.671287 + Penalty 2941.114993 = -686192.556294
  nChanged 7
		SP:Iteration 47Q (116413.070000 sec): 3 clusters
  Score: Raw -689135.017785 + Penalty 2941.114993 = -686193.902792
  nChanged 6
		SP:Iteration 48Q (116413.210000 sec): 3 clusters
  Score: Raw -689136.683108 + Penalty 2941.114993 = -686195.568115
  nChanged 8
		SP:Iteration 49Q (116413.350000 sec): 3 clusters
  Score: Raw -689137.742272 + Penalty 2941.114993 = -686196.627279
  nChanged 4
		SP:Iteration 50Q (116413.500000 sec): 3 clusters
  Score: Raw -689138.036847 + Penalty 2941.114993 = -686196.921855
  nChanged 1
		SP:Iteration 51Q (116413.640000 sec): 3 clusters
  Score: Raw -689138.085849 + Penalty 2941.114993 = -686196.970857
  nChanged 0
		SP:Iteration 52F (116413.770000 sec): 3 clusters
  Score: Raw -689138.085849 + Penalty 2941.114993 = -686196.970857
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 66 (1001 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (116413.830000 sec): 2 clusters
  Score: Raw -89539.877766 + Penalty 1122.672652 = -88417.205114
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (116413.850000 sec): 3 clusters
  Score: Raw -89254.087484 + Penalty 2245.345303 = -87008.742181
  nChanged 292
		SP:Iteration 1F (116413.870000 sec): 3 clusters
  Score: Raw -89483.397148 + Penalty 2245.345303 = -87238.051844
  nChanged 57
		SP:Iteration 2F (116413.890000 sec): 3 clusters
  Score: Raw -89545.664420 + Penalty 2245.345303 = -87300.319117
  nChanged 30
		SP:Iteration 3Q (116413.910000 sec): 3 clusters
  Score: Raw -89574.078577 + Penalty 2245.345303 = -87328.733273
  nChanged 15
		SP:Iteration 4Q (116413.930000 sec): 3 clusters
  Score: Raw -89589.266591 + Penalty 2245.345303 = -87343.921288
  nChanged 13
		SP:Iteration 5Q (116413.950000 sec): 3 clusters
  Score: Raw -89601.693970 + Penalty 2245.345303 = -87356.348667
  nChanged 11
		SP:Iteration 6Q (116413.970000 sec): 3 clusters
  Score: Raw -89614.478186 + Penalty 2245.345303 = -87369.132883
  nChanged 9
		SP:Iteration 7Q (116413.990000 sec): 3 clusters
  Score: Raw -89624.024354 + Penalty 2245.345303 = -87378.679051
  nChanged 12
		SP:Iteration 8Q (116414.010000 sec): 3 clusters
  Score: Raw -89635.726779 + Penalty 2245.345303 = -87390.381476
  nChanged 9
		SP:Iteration 9Q (116414.030000 sec): 3 clusters
  Score: Raw -89644.024653 + Penalty 2245.345303 = -87398.679350
  nChanged 7
		SP:Iteration 10Q (116414.050000 sec): 3 clusters
  Score: Raw -89651.172778 + Penalty 2245.345303 = -87405.827474
  nChanged 5
		SP:Iteration 11Q (116414.070000 sec): 3 clusters
  Score: Raw -89654.155043 + Penalty 2245.345303 = -87408.809740
  nChanged 1
		SP:Iteration 12Q (116414.090000 sec): 3 clusters
  Score: Raw -89654.601186 + Penalty 2245.345303 = -87409.255883
  nChanged 0
		SP:Iteration 13F (116414.110000 sec): 3 clusters
  Score: Raw -89654.601186 + Penalty 2245.345303 = -87409.255883
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 67 (4329 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (116414.190000 sec): 2 clusters
  Score: Raw -356695.688081 + Penalty 1360.627425 = -355335.060655
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (116414.280000 sec): 3 clusters
  Score: Raw -354498.387027 + Penalty 2721.254850 = -351777.132176
  nChanged 1766
		SP:Iteration 1F (116414.360000 sec): 3 clusters
  Score: Raw -355738.337915 + Penalty 2721.254850 = -353017.083064
  nChanged 400
		SP:Iteration 2F (116414.440000 sec): 3 clusters
  Score: Raw -356116.918181 + Penalty 2721.254850 = -353395.663331
  nChanged 288
		SP:Iteration 3F (116414.520000 sec): 3 clusters
  Score: Raw -356376.193458 + Penalty 2721.254850 = -353654.938608
  nChanged 243
		SP:Iteration 4F (116414.600000 sec): 3 clusters
  Score: Raw -356612.551097 + Penalty 2721.254850 = -353891.296246
  nChanged 221
		SP:Iteration 5F (116414.680000 sec): 3 clusters
  Score: Raw -356778.209169 + Penalty 2721.254850 = -354056.954319
  nChanged 156
		SP:Iteration 6Q (116414.760000 sec): 3 clusters
  Score: Raw -356876.378076 + Penalty 2721.254850 = -354155.123226
  nChanged 136
		SP:Iteration 7Q (116414.840000 sec): 3 clusters
  Score: Raw -356962.799140 + Penalty 2721.254850 = -354241.544290
  nChanged 115
		SP:Iteration 8Q (116414.920000 sec): 3 clusters
  Score: Raw -357032.385140 + Penalty 2721.254850 = -354311.130290
  nChanged 95
		SP:Iteration 9Q (116415.000000 sec): 3 clusters
  Score: Raw -357092.519637 + Penalty 2721.254850 = -354371.264786
  nChanged 90
		SP:Iteration 10Q (116415.080000 sec): 3 clusters
  Score: Raw -357139.936023 + Penalty 2721.254850 = -354418.681173
  nChanged 70
		SP:Iteration 11Q (116415.160000 sec): 3 clusters
  Score: Raw -357176.599501 + Penalty 2721.254850 = -354455.344650
  nChanged 63
		SP:Iteration 12Q (116415.240000 sec): 3 clusters
  Score: Raw -357210.705051 + Penalty 2721.254850 = -354489.450200
  nChanged 57
		SP:Iteration 13Q (116415.320000 sec): 3 clusters
  Score: Raw -357244.961460 + Penalty 2721.254850 = -354523.706610
  nChanged 66
		SP:Iteration 14Q (116415.400000 sec): 3 clusters
  Score: Raw -357281.860827 + Penalty 2721.254850 = -354560.605977
  nChanged 60
		SP:Iteration 15Q (116415.480000 sec): 3 clusters
  Score: Raw -357307.170494 + Penalty 2721.254850 = -354585.915644
  nChanged 39
		SP:Iteration 16Q (116415.560000 sec): 3 clusters
  Score: Raw -357321.861230 + Penalty 2721.254850 = -354600.606379
  nChanged 24
		SP:Iteration 17Q (116415.630000 sec): 3 clusters
  Score: Raw -357330.887908 + Penalty 2721.254850 = -354609.633058
  nChanged 20
		SP:Iteration 18Q (116415.710000 sec): 3 clusters
  Score: Raw -357339.227355 + Penalty 2721.254850 = -354617.972504
  nChanged 23
		SP:Iteration 19Q (116415.790000 sec): 3 clusters
  Score: Raw -357347.702388 + Penalty 2721.254850 = -354626.447537
  nChanged 20
		SP:Iteration 20F (116415.870000 sec): 3 clusters
  Score: Raw -357354.524778 + Penalty 2721.254850 = -354633.269928
  nChanged 12
		SP:Iteration 21Q (116415.950000 sec): 3 clusters
  Score: Raw -357358.016167 + Penalty 2721.254850 = -354636.761317
  nChanged 3
		SP:Iteration 22Q (116416.030000 sec): 3 clusters
  Score: Raw -357358.860502 + Penalty 2721.254850 = -354637.605652
  nChanged 4
		SP:Iteration 23Q (116416.110000 sec): 3 clusters
  Score: Raw -357359.758405 + Penalty 2721.254850 = -354638.503555
  nChanged 2
		SP:Iteration 24Q (116416.190000 sec): 3 clusters
  Score: Raw -357360.284383 + Penalty 2721.254850 = -354639.029533
  nChanged 1
		SP:Iteration 25Q (116416.270000 sec): 3 clusters
  Score: Raw -357360.450150 + Penalty 2721.254850 = -354639.195300
  nChanged 0
		SP:Iteration 26F (116416.350000 sec): 3 clusters
  Score: Raw -357360.450150 + Penalty 2721.254850 = -354639.195300
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 68 (10672 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (116416.460000 sec): 2 clusters
  Score: Raw -892558.062327 + Penalty 1507.249050 = -891050.813277
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (116416.670000 sec): 3 clusters
  Score: Raw -886557.218829 + Penalty 3014.498100 = -883542.720729
  nChanged 4656
		SP:Iteration 1F (116416.810000 sec): 3 clusters
  Score: Raw -889211.107512 + Penalty 3014.498100 = -886196.609412
  nChanged 753
		SP:Iteration 2F (116416.960000 sec): 3 clusters
  Score: Raw -889628.568256 + Penalty 3014.498100 = -886614.070157
  nChanged 668
		SP:Iteration 3F (116417.130000 sec): 3 clusters
  Score: Raw -890022.303781 + Penalty 3014.498100 = -887007.805681
  nChanged 616
		SP:Iteration 4F (116417.270000 sec): 3 clusters
  Score: Raw -890454.619962 + Penalty 3014.498100 = -887440.121862
  nChanged 637
		SP:Iteration 5F (116417.430000 sec): 3 clusters
  Score: Raw -890899.257880 + Penalty 3014.498100 = -887884.759780
  nChanged 606
		SP:Iteration 6F (116417.620000 sec): 3 clusters
  Score: Raw -891372.546544 + Penalty 3014.498100 = -888358.048444
  nChanged 590
		SP:Iteration 7F (116417.770000 sec): 3 clusters
  Score: Raw -891871.274113 + Penalty 3014.498100 = -888856.776014
  nChanged 515
		SP:Iteration 8Q (116417.950000 sec): 3 clusters
  Score: Raw -892284.775135 + Penalty 3014.498100 = -889270.277036
  nChanged 434
		SP:Iteration 9Q (116418.100000 sec): 3 clusters
  Score: Raw -892547.114945 + Penalty 3014.498100 = -889532.616845
  nChanged 323
		SP:Iteration 10Q (116418.270000 sec): 3 clusters
  Score: Raw -892701.518212 + Penalty 3014.498100 = -889687.020113
  nChanged 228
		SP:Iteration 11Q (116418.460000 sec): 3 clusters
  Score: Raw -892789.848471 + Penalty 3014.498100 = -889775.350371
  nChanged 135
		SP:Iteration 12Q (116418.610000 sec): 3 clusters
  Score: Raw -892826.060195 + Penalty 3014.498100 = -889811.562095
  nChanged 98
		SP:Iteration 13Q (116418.770000 sec): 3 clusters
  Score: Raw -892849.658519 + Penalty 3014.498100 = -889835.160419
  nChanged 74
		SP:Iteration 14Q (116418.910000 sec): 3 clusters
  Score: Raw -892869.434255 + Penalty 3014.498100 = -889854.936155
  nChanged 65
		SP:Iteration 15Q (116419.080000 sec): 3 clusters
  Score: Raw -892883.210271 + Penalty 3014.498100 = -889868.712172
  nChanged 51
		SP:Iteration 16Q (116419.270000 sec): 3 clusters
  Score: Raw -892890.958223 + Penalty 3014.498100 = -889876.460123
  nChanged 42
		SP:Iteration 17Q (116419.410000 sec): 3 clusters
  Score: Raw -892898.406422 + Penalty 3014.498100 = -889883.908323
  nChanged 38
		SP:Iteration 18Q (116419.580000 sec): 3 clusters
  Score: Raw -892904.456572 + Penalty 3014.498100 = -889889.958473
  nChanged 30
		SP:Iteration 19Q (116419.730000 sec): 3 clusters
  Score: Raw -892908.334663 + Penalty 3014.498100 = -889893.836563
  nChanged 20
		SP:Iteration 20F (116419.900000 sec): 3 clusters
  Score: Raw -892910.531407 + Penalty 3014.498100 = -889896.033308
  nChanged 22
		SP:Iteration 21Q (116420.060000 sec): 3 clusters
  Score: Raw -892913.138409 + Penalty 3014.498100 = -889898.640309
  nChanged 12
		SP:Iteration 22Q (116420.200000 sec): 3 clusters
  Score: Raw -892914.481137 + Penalty 3014.498100 = -889899.983037
  nChanged 10
		SP:Iteration 23Q (116420.380000 sec): 3 clusters
  Score: Raw -892915.364313 + Penalty 3014.498100 = -889900.866213
  nChanged 7
		SP:Iteration 24Q (116420.540000 sec): 3 clusters
  Score: Raw -892916.116660 + Penalty 3014.498100 = -889901.618560
  nChanged 6
		SP:Iteration 25Q (116420.690000 sec): 3 clusters
  Score: Raw -892916.689769 + Penalty 3014.498100 = -889902.191669
  nChanged 7
		SP:Iteration 26Q (116420.870000 sec): 3 clusters
  Score: Raw -892917.550792 + Penalty 3014.498100 = -889903.052692
  nChanged 4
		SP:Iteration 27Q (116421.020000 sec): 3 clusters
  Score: Raw -892917.969756 + Penalty 3014.498100 = -889903.471656
  nChanged 7
		SP:Iteration 28Q (116421.190000 sec): 3 clusters
  Score: Raw -892918.724215 + Penalty 3014.498100 = -889904.226115
  nChanged 6
		SP:Iteration 29Q (116421.350000 sec): 3 clusters
  Score: Raw -892919.519647 + Penalty 3014.498100 = -889905.021547
  nChanged 6
		SP:Iteration 30Q (116421.500000 sec): 3 clusters
  Score: Raw -892920.180828 + Penalty 3014.498100 = -889905.682728
  nChanged 7
		SP:Iteration 31Q (116421.680000 sec): 3 clusters
  Score: Raw -892920.778115 + Penalty 3014.498100 = -889906.280015
  nChanged 2
		SP:Iteration 32Q (116421.830000 sec): 3 clusters
  Score: Raw -892920.914688 + Penalty 3014.498100 = -889906.416589
  nChanged 0
		SP:Iteration 33F (116421.990000 sec): 3 clusters
  Score: Raw -892920.914688 + Penalty 3014.498100 = -889906.416589
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 69 (3102 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (116422.090000 sec): 2 clusters
  Score: Raw -257447.976317 + Penalty 1306.467881 = -256141.508436
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (116422.150000 sec): 3 clusters
  Score: Raw -256011.745969 + Penalty 2612.935762 = -253398.810207
  nChanged 1197
		SP:Iteration 1F (116422.210000 sec): 3 clusters
  Score: Raw -256762.272237 + Penalty 2612.935762 = -254149.336475
  nChanged 279
		SP:Iteration 2F (116422.270000 sec): 3 clusters
  Score: Raw -257007.245618 + Penalty 2612.935762 = -254394.309856
  nChanged 210
		SP:Iteration 3F (116422.340000 sec): 3 clusters
  Score: Raw -257158.179353 + Penalty 2612.935762 = -254545.243591
  nChanged 148
		SP:Iteration 4Q (116422.400000 sec): 3 clusters
  Score: Raw -257285.800752 + Penalty 2612.935762 = -254672.864990
  nChanged 151
		SP:Iteration 5Q (116422.460000 sec): 3 clusters
  Score: Raw -257413.035930 + Penalty 2612.935762 = -254800.100168
  nChanged 151
		SP:Iteration 6Q (116422.520000 sec): 3 clusters
  Score: Raw -257534.785812 + Penalty 2612.935762 = -254921.850050
  nChanged 136
		SP:Iteration 7Q (116422.580000 sec): 3 clusters
  Score: Raw -257649.992581 + Penalty 2612.935762 = -255037.056819
  nChanged 118
		SP:Iteration 8Q (116422.650000 sec): 3 clusters
  Score: Raw -257747.510460 + Penalty 2612.935762 = -255134.574698
  nChanged 107
		SP:Iteration 9Q (116422.710000 sec): 3 clusters
  Score: Raw -257840.364247 + Penalty 2612.935762 = -255227.428485
  nChanged 96
		SP:Iteration 10Q (116422.770000 sec): 3 clusters
  Score: Raw -257922.528629 + Penalty 2612.935762 = -255309.592868
  nChanged 86
		SP:Iteration 11Q (116422.830000 sec): 3 clusters
  Score: Raw -258000.851172 + Penalty 2612.935762 = -255387.915411
  nChanged 67
		SP:Iteration 12Q (116422.890000 sec): 3 clusters
  Score: Raw -258058.628473 + Penalty 2612.935762 = -255445.692712
  nChanged 61
		SP:Iteration 13Q (116422.950000 sec): 3 clusters
  Score: Raw -258107.159396 + Penalty 2612.935762 = -255494.223634
  nChanged 48
		SP:Iteration 14Q (116423.010000 sec): 3 clusters
  Score: Raw -258145.085492 + Penalty 2612.935762 = -255532.149730
  nChanged 40
		SP:Iteration 15Q (116423.070000 sec): 3 clusters
  Score: Raw -258169.911202 + Penalty 2612.935762 = -255556.975440
  nChanged 34
		SP:Iteration 16Q (116423.130000 sec): 3 clusters
  Score: Raw -258190.125974 + Penalty 2612.935762 = -255577.190212
  nChanged 28
		SP:Iteration 17Q (116423.190000 sec): 3 clusters
  Score: Raw -258211.977355 + Penalty 2612.935762 = -255599.041593
  nChanged 25
		SP:Iteration 18Q (116423.250000 sec): 3 clusters
  Score: Raw -258230.307705 + Penalty 2612.935762 = -255617.371943
  nChanged 25
		SP:Iteration 19Q (116423.310000 sec): 3 clusters
  Score: Raw -258246.822261 + Penalty 2612.935762 = -255633.886499
  nChanged 24
		SP:Iteration 20F (116423.370000 sec): 3 clusters
  Score: Raw -258270.420763 + Penalty 2612.935762 = -255657.485001
  nChanged 33
		SP:Iteration 21Q (116423.430000 sec): 3 clusters
  Score: Raw -258304.165244 + Penalty 2612.935762 = -255691.229482
  nChanged 30
		SP:Iteration 22Q (116423.490000 sec): 3 clusters
  Score: Raw -258335.358882 + Penalty 2612.935762 = -255722.423120
  nChanged 25
		SP:Iteration 23Q (116423.550000 sec): 3 clusters
  Score: Raw -258357.211597 + Penalty 2612.935762 = -255744.275836
  nChanged 18
		SP:Iteration 24Q (116423.610000 sec): 3 clusters
  Score: Raw -258371.368445 + Penalty 2612.935762 = -255758.432683
  nChanged 18
		SP:Iteration 25Q (116423.670000 sec): 3 clusters
  Score: Raw -258384.130900 + Penalty 2612.935762 = -255771.195138
  nChanged 7
		SP:Iteration 26Q (116423.730000 sec): 3 clusters
  Score: Raw -258388.068671 + Penalty 2612.935762 = -255775.132910
  nChanged 6
		SP:Iteration 27Q (116423.790000 sec): 3 clusters
  Score: Raw -258392.281301 + Penalty 2612.935762 = -255779.345539
  nChanged 8
		SP:Iteration 28Q (116423.850000 sec): 3 clusters
  Score: Raw -258398.216626 + Penalty 2612.935762 = -255785.280865
  nChanged 10
		SP:Iteration 29Q (116423.910000 sec): 3 clusters
  Score: Raw -258402.130048 + Penalty 2612.935762 = -255789.194287
  nChanged 2
		SP:Iteration 30Q (116423.960000 sec): 3 clusters
  Score: Raw -258402.430443 + Penalty 2612.935762 = -255789.494681
  nChanged 0
		SP:Iteration 31F (116424.030000 sec): 3 clusters
  Score: Raw -258402.430443 + Penalty 2612.935762 = -255789.494681
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 70 (1400 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (116424.080000 sec): 2 clusters
  Score: Raw -115782.857001 + Penalty 1177.186971 = -114605.670030
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (116424.110000 sec): 3 clusters
  Score: Raw -115230.343623 + Penalty 2354.373943 = -112875.969681
  nChanged 468
		SP:Iteration 1F (116424.140000 sec): 3 clusters
  Score: Raw -115580.954173 + Penalty 2354.373943 = -113226.580230
  nChanged 112
		SP:Iteration 2F (116424.170000 sec): 3 clusters
  Score: Raw -115712.326031 + Penalty 2354.373943 = -113357.952088
  nChanged 72
		SP:Iteration 3F (116424.190000 sec): 3 clusters
  Score: Raw -115774.894391 + Penalty 2354.373943 = -113420.520449
  nChanged 55
		SP:Iteration 4Q (116424.220000 sec): 3 clusters
  Score: Raw -115816.517002 + Penalty 2354.373943 = -113462.143059
  nChanged 43
		SP:Iteration 5Q (116424.250000 sec): 3 clusters
  Score: Raw -115855.186830 + Penalty 2354.373943 = -113500.812887
  nChanged 34
		SP:Iteration 6Q (116424.270000 sec): 3 clusters
  Score: Raw -115882.211750 + Penalty 2354.373943 = -113527.837808
  nChanged 37
		SP:Iteration 7Q (116424.300000 sec): 3 clusters
  Score: Raw -115915.331210 + Penalty 2354.373943 = -113560.957268
  nChanged 38
		SP:Iteration 8Q (116424.330000 sec): 3 clusters
  Score: Raw -115947.566579 + Penalty 2354.373943 = -113593.192637
  nChanged 35
		SP:Iteration 9Q (116424.350000 sec): 3 clusters
  Score: Raw -115982.203072 + Penalty 2354.373943 = -113627.829129
  nChanged 23
		SP:Iteration 10Q (116424.380000 sec): 3 clusters
  Score: Raw -116004.153954 + Penalty 2354.373943 = -113649.780012
  nChanged 26
		SP:Iteration 11Q (116424.410000 sec): 3 clusters
  Score: Raw -116036.619647 + Penalty 2354.373943 = -113682.245704
  nChanged 33
		SP:Iteration 12Q (116424.440000 sec): 3 clusters
  Score: Raw -116072.305641 + Penalty 2354.373943 = -113717.931698
  nChanged 21
		SP:Iteration 13Q (116424.460000 sec): 3 clusters
  Score: Raw -116097.949011 + Penalty 2354.373943 = -113743.575068
  nChanged 20
		SP:Iteration 14Q (116424.490000 sec): 3 clusters
  Score: Raw -116119.785032 + Penalty 2354.373943 = -113765.411090
  nChanged 18
		SP:Iteration 15Q (116424.520000 sec): 3 clusters
  Score: Raw -116141.147718 + Penalty 2354.373943 = -113786.773775
  nChanged 10
		SP:Iteration 16Q (116424.550000 sec): 3 clusters
  Score: Raw -116152.977045 + Penalty 2354.373943 = -113798.603103
  nChanged 13
		SP:Iteration 17Q (116424.570000 sec): 3 clusters
  Score: Raw -116167.768954 + Penalty 2354.373943 = -113813.395011
  nChanged 11
		SP:Iteration 18Q (116424.600000 sec): 3 clusters
  Score: Raw -116176.857755 + Penalty 2354.373943 = -113822.483812
  nChanged 5
		SP:Iteration 19Q (116424.630000 sec): 3 clusters
  Score: Raw -116179.996938 + Penalty 2354.373943 = -113825.622996
  nChanged 3
		SP:Iteration 20F (116424.650000 sec): 3 clusters
  Score: Raw -116182.205393 + Penalty 2354.373943 = -113827.831450
  nChanged 4
		SP:Iteration 21Q (116424.680000 sec): 3 clusters
  Score: Raw -116186.097423 + Penalty 2354.373943 = -113831.723480
  nChanged 5
		SP:Iteration 22Q (116424.710000 sec): 3 clusters
  Score: Raw -116190.155616 + Penalty 2354.373943 = -113835.781674
  nChanged 3
		SP:Iteration 23Q (116424.730000 sec): 3 clusters
  Score: Raw -116192.745884 + Penalty 2354.373943 = -113838.371941
  nChanged 5
		SP:Iteration 24Q (116424.760000 sec): 3 clusters
  Score: Raw -116199.809127 + Penalty 2354.373943 = -113845.435184
  nChanged 7
		SP:Iteration 25Q (116424.790000 sec): 3 clusters
  Score: Raw -116214.865382 + Penalty 2354.373943 = -113860.491439
  nChanged 11
		SP:Iteration 26Q (116424.810000 sec): 3 clusters
  Score: Raw -116231.407662 + Penalty 2354.373943 = -113877.033719
  nChanged 13
		SP:Iteration 27Q (116424.840000 sec): 3 clusters
  Score: Raw -116246.183121 + Penalty 2354.373943 = -113891.809178
  nChanged 13
		SP:Iteration 28Q (116424.870000 sec): 3 clusters
  Score: Raw -116255.208694 + Penalty 2354.373943 = -113900.834752
  nChanged 11
		SP:Iteration 29Q (116424.900000 sec): 3 clusters
  Score: Raw -116264.179483 + Penalty 2354.373943 = -113909.805540
  nChanged 9
		SP:Iteration 30Q (116424.920000 sec): 3 clusters
  Score: Raw -116269.203134 + Penalty 2354.373943 = -113914.829192
  nChanged 8
		SP:Iteration 31Q (116424.950000 sec): 3 clusters
  Score: Raw -116276.774060 + Penalty 2354.373943 = -113922.400117
  nChanged 9
		SP:Iteration 32Q (116424.970000 sec): 3 clusters
  Score: Raw -116285.576852 + Penalty 2354.373943 = -113931.202910
  nChanged 13
		SP:Iteration 33Q (116425.000000 sec): 3 clusters
  Score: Raw -116297.097216 + Penalty 2354.373943 = -113942.723273
  nChanged 9
		SP:Iteration 34Q (116425.030000 sec): 3 clusters
  Score: Raw -116306.567420 + Penalty 2354.373943 = -113952.193478
  nChanged 3
		SP:Iteration 35Q (116425.050000 sec): 3 clusters
  Score: Raw -116308.779106 + Penalty 2354.373943 = -113954.405163
  nChanged 3
		SP:Iteration 36Q (116425.080000 sec): 3 clusters
  Score: Raw -116311.212568 + Penalty 2354.373943 = -113956.838625
  nChanged 6
		SP:Iteration 37Q (116425.110000 sec): 3 clusters
  Score: Raw -116315.888613 + Penalty 2354.373943 = -113961.514670
  nChanged 6
		SP:Iteration 38Q (116425.130000 sec): 3 clusters
  Score: Raw -116322.341211 + Penalty 2354.373943 = -113967.967269
  nChanged 5
		SP:Iteration 39Q (116425.160000 sec): 3 clusters
  Score: Raw -116325.572668 + Penalty 2354.373943 = -113971.198725
  nChanged 5
		SP:Iteration 40F (116425.190000 sec): 3 clusters
  Score: Raw -116328.493437 + Penalty 2354.373943 = -113974.119494
  nChanged 1
		SP:Iteration 41Q (116425.210000 sec): 3 clusters
  Score: Raw -116328.677465 + Penalty 2354.373943 = -113974.303522
  nChanged 1
		SP:Iteration 42Q (116425.240000 sec): 3 clusters
  Score: Raw -116330.579650 + Penalty 2354.373943 = -113976.205707
  nChanged 0
		SP:Iteration 43F (116425.270000 sec): 3 clusters
  Score: Raw -116330.579650 + Penalty 2354.373943 = -113976.205707
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 71 (2274 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (116425.330000 sec): 2 clusters
  Score: Raw -195509.019824 + Penalty 1256.010547 = -194253.009277
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (116425.380000 sec): 3 clusters
  Score: Raw -194511.060970 + Penalty 2512.021094 = -191999.039876
  nChanged 818
		SP:Iteration 1F (116425.420000 sec): 3 clusters
  Score: Raw -195012.382419 + Penalty 2512.021094 = -192500.361325
  nChanged 167
		SP:Iteration 2F (116425.470000 sec): 3 clusters
  Score: Raw -195122.673357 + Penalty 2512.021094 = -192610.652263
  nChanged 106
		SP:Iteration 3Q (116425.510000 sec): 3 clusters
  Score: Raw -195187.556753 + Penalty 2512.021094 = -192675.535659
  nChanged 66
		SP:Iteration 4Q (116425.550000 sec): 3 clusters
  Score: Raw -195237.369593 + Penalty 2512.021094 = -192725.348499
  nChanged 72
		SP:Iteration 5Q (116425.600000 sec): 3 clusters
  Score: Raw -195288.554985 + Penalty 2512.021094 = -192776.533891
  nChanged 67
		SP:Iteration 6Q (116425.640000 sec): 3 clusters
  Score: Raw -195345.982208 + Penalty 2512.021094 = -192833.961114
  nChanged 83
		SP:Iteration 7Q (116425.690000 sec): 3 clusters
  Score: Raw -195404.150799 + Penalty 2512.021094 = -192892.129705
  nChanged 66
		SP:Iteration 8Q (116425.730000 sec): 3 clusters
  Score: Raw -195443.585802 + Penalty 2512.021094 = -192931.564707
  nChanged 62
		SP:Iteration 9Q (116425.770000 sec): 3 clusters
  Score: Raw -195478.922980 + Penalty 2512.021094 = -192966.901886
  nChanged 52
		SP:Iteration 10Q (116425.810000 sec): 3 clusters
  Score: Raw -195505.392954 + Penalty 2512.021094 = -192993.371860
  nChanged 25
		SP:Iteration 11Q (116425.860000 sec): 3 clusters
  Score: Raw -195518.339414 + Penalty 2512.021094 = -193006.318319
  nChanged 20
		SP:Iteration 12Q (116425.900000 sec): 3 clusters
  Score: Raw -195530.833280 + Penalty 2512.021094 = -193018.812186
  nChanged 21
		SP:Iteration 13Q (116425.950000 sec): 3 clusters
  Score: Raw -195543.457173 + Penalty 2512.021094 = -193031.436079
  nChanged 20
		SP:Iteration 14Q (116425.990000 sec): 3 clusters
  Score: Raw -195551.949994 + Penalty 2512.021094 = -193039.928899
  nChanged 19
		SP:Iteration 15Q (116426.030000 sec): 3 clusters
  Score: Raw -195562.655307 + Penalty 2512.021094 = -193050.634213
  nChanged 20
		SP:Iteration 16Q (116426.080000 sec): 3 clusters
  Score: Raw -195575.829115 + Penalty 2512.021094 = -193063.808021
  nChanged 19
		SP:Iteration 17Q (116426.120000 sec): 3 clusters
  Score: Raw -195584.178006 + Penalty 2512.021094 = -193072.156911
  nChanged 21
		SP:Iteration 18Q (116426.170000 sec): 3 clusters
  Score: Raw -195594.489273 + Penalty 2512.021094 = -193082.468179
  nChanged 17
		SP:Iteration 19Q (116426.210000 sec): 3 clusters
  Score: Raw -195601.172839 + Penalty 2512.021094 = -193089.151745
  nChanged 9
		SP:Iteration 20F (116426.250000 sec): 3 clusters
  Score: Raw -195605.849333 + Penalty 2512.021094 = -193093.828238
  nChanged 9
		SP:Iteration 21Q (116426.290000 sec): 3 clusters
  Score: Raw -195609.316771 + Penalty 2512.021094 = -193097.295677
  nChanged 8
		SP:Iteration 22Q (116426.340000 sec): 3 clusters
  Score: Raw -195613.742395 + Penalty 2512.021094 = -193101.721300
  nChanged 9
		SP:Iteration 23Q (116426.380000 sec): 3 clusters
  Score: Raw -195616.684359 + Penalty 2512.021094 = -193104.663265
  nChanged 6
		SP:Iteration 24Q (116426.420000 sec): 3 clusters
  Score: Raw -195618.843246 + Penalty 2512.021094 = -193106.822152
  nChanged 5
		SP:Iteration 25Q (116426.470000 sec): 3 clusters
  Score: Raw -195620.261027 + Penalty 2512.021094 = -193108.239933
  nChanged 5
		SP:Iteration 26Q (116426.510000 sec): 3 clusters
  Score: Raw -195622.396907 + Penalty 2512.021094 = -193110.375812
  nChanged 5
		SP:Iteration 27Q (116426.550000 sec): 3 clusters
  Score: Raw -195623.977018 + Penalty 2512.021094 = -193111.955924
  nChanged 2
		SP:Iteration 28Q (116426.600000 sec): 3 clusters
  Score: Raw -195624.227082 + Penalty 2512.021094 = -193112.205988
  nChanged 0
		SP:Iteration 29F (116426.640000 sec): 3 clusters
  Score: Raw -195624.227082 + Penalty 2512.021094 = -193112.205988
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 72 (3647 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (116426.710000 sec): 2 clusters
  Score: Raw -334964.614472 + Penalty 1332.769781 = -333631.844691
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (116426.780000 sec): 3 clusters
  Score: Raw -333214.973748 + Penalty 2665.539562 = -330549.434186
  nChanged 1416
		SP:Iteration 1F (116426.850000 sec): 3 clusters
  Score: Raw -334305.628124 + Penalty 2665.539562 = -331640.088562
  nChanged 426
		SP:Iteration 2F (116426.920000 sec): 3 clusters
  Score: Raw -334831.883684 + Penalty 2665.539562 = -332166.344122
  nChanged 326
		SP:Iteration 3F (116426.990000 sec): 3 clusters
  Score: Raw -335206.250031 + Penalty 2665.539562 = -332540.710469
  nChanged 213
		SP:Iteration 4F (116427.050000 sec): 3 clusters
  Score: Raw -335386.481698 + Penalty 2665.539562 = -332720.942136
  nChanged 120
		SP:Iteration 5Q (116427.130000 sec): 3 clusters
  Score: Raw -335466.887141 + Penalty 2665.539562 = -332801.347578
  nChanged 76
		SP:Iteration 6Q (116427.190000 sec): 3 clusters
  Score: Raw -335507.360052 + Penalty 2665.539562 = -332841.820490
  nChanged 58
		SP:Iteration 7Q (116427.260000 sec): 3 clusters
  Score: Raw -335537.624921 + Penalty 2665.539562 = -332872.085359
  nChanged 43
		SP:Iteration 8Q (116427.330000 sec): 3 clusters
  Score: Raw -335562.236682 + Penalty 2665.539562 = -332896.697120
  nChanged 40
		SP:Iteration 9Q (116427.400000 sec): 3 clusters
  Score: Raw -335579.483368 + Penalty 2665.539562 = -332913.943806
  nChanged 35
		SP:Iteration 10Q (116427.470000 sec): 3 clusters
  Score: Raw -335594.070563 + Penalty 2665.539562 = -332928.531001
  nChanged 26
		SP:Iteration 11Q (116427.540000 sec): 3 clusters
  Score: Raw -335604.564912 + Penalty 2665.539562 = -332939.025350
  nChanged 22
		SP:Iteration 12Q (116427.610000 sec): 3 clusters
  Score: Raw -335611.561689 + Penalty 2665.539562 = -332946.022127
  nChanged 15
		SP:Iteration 13Q (116427.680000 sec): 3 clusters
  Score: Raw -335616.856421 + Penalty 2665.539562 = -332951.316859
  nChanged 8
		SP:Iteration 14Q (116427.750000 sec): 3 clusters
  Score: Raw -335618.904717 + Penalty 2665.539562 = -332953.365155
  nChanged 7
		SP:Iteration 15Q (116427.820000 sec): 3 clusters
  Score: Raw -335621.462214 + Penalty 2665.539562 = -332955.922652
  nChanged 7
		SP:Iteration 16Q (116427.890000 sec): 3 clusters
  Score: Raw -335623.781919 + Penalty 2665.539562 = -332958.242357
  nChanged 7
		SP:Iteration 17Q (116427.960000 sec): 3 clusters
  Score: Raw -335626.155978 + Penalty 2665.539562 = -332960.616415
  nChanged 6
		SP:Iteration 18Q (116428.030000 sec): 3 clusters
  Score: Raw -335627.541988 + Penalty 2665.539562 = -332962.002426
  nChanged 3
		SP:Iteration 19Q (116428.090000 sec): 3 clusters
  Score: Raw -335628.433488 + Penalty 2665.539562 = -332962.893926
  nChanged 2
		SP:Iteration 20F (116428.160000 sec): 3 clusters
  Score: Raw -335629.300971 + Penalty 2665.539562 = -332963.761409
  nChanged 1
		SP:Iteration 21Q (116428.260000 sec): 3 clusters
  Score: Raw -335629.573228 + Penalty 2665.539562 = -332964.033666
  nChanged 1
		SP:Iteration 22Q (116428.360000 sec): 3 clusters
  Score: Raw -335629.873924 + Penalty 2665.539562 = -332964.334362
  nChanged 0
		SP:Iteration 23F (116428.430000 sec): 3 clusters
  Score: Raw -335629.873924 + Penalty 2665.539562 = -332964.334362
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 73 (2672 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (116428.490000 sec): 2 clusters
  Score: Raw -206917.924112 + Penalty 1282.219662 = -205635.704450
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (116428.540000 sec): 3 clusters
  Score: Raw -205782.862704 + Penalty 2564.439324 = -203218.423381
  nChanged 983
		SP:Iteration 1F (116428.590000 sec): 3 clusters
  Score: Raw -206718.772481 + Penalty 2564.439324 = -204154.333158
  nChanged 302
		SP:Iteration 2F (116428.640000 sec): 3 clusters
  Score: Raw -207136.772953 + Penalty 2564.439324 = -204572.333629
  nChanged 229
		SP:Iteration 3F (116428.690000 sec): 3 clusters
  Score: Raw -207429.893563 + Penalty 2564.439324 = -204865.454239
  nChanged 158
		SP:Iteration 4F (116428.740000 sec): 3 clusters
  Score: Raw -207668.696935 + Penalty 2564.439324 = -205104.257611
  nChanged 131
		SP:Iteration 5Q (116428.790000 sec): 3 clusters
  Score: Raw -207812.731095 + Penalty 2564.439324 = -205248.291771
  nChanged 82
		SP:Iteration 6Q (116428.840000 sec): 3 clusters
  Score: Raw -207882.244767 + Penalty 2564.439324 = -205317.805443
  nChanged 58
		SP:Iteration 7Q (116428.890000 sec): 3 clusters
  Score: Raw -207918.704037 + Penalty 2564.439324 = -205354.264713
  nChanged 35
		SP:Iteration 8Q (116428.940000 sec): 3 clusters
  Score: Raw -207940.213397 + Penalty 2564.439324 = -205375.774073
  nChanged 26
		SP:Iteration 9Q (116428.990000 sec): 3 clusters
  Score: Raw -207952.442546 + Penalty 2564.439324 = -205388.003223
  nChanged 16
		SP:Iteration 10Q (116429.040000 sec): 3 clusters
  Score: Raw -207961.142940 + Penalty 2564.439324 = -205396.703616
  nChanged 17
		SP:Iteration 11Q (116429.090000 sec): 3 clusters
  Score: Raw -207968.992153 + Penalty 2564.439324 = -205404.552829
  nChanged 12
		SP:Iteration 12Q (116429.140000 sec): 3 clusters
  Score: Raw -207975.370378 + Penalty 2564.439324 = -205410.931054
  nChanged 14
		SP:Iteration 13Q (116429.190000 sec): 3 clusters
  Score: Raw -207980.807553 + Penalty 2564.439324 = -205416.368230
  nChanged 12
		SP:Iteration 14Q (116429.240000 sec): 3 clusters
  Score: Raw -207986.413744 + Penalty 2564.439324 = -205421.974420
  nChanged 15
		SP:Iteration 15Q (116429.290000 sec): 3 clusters
  Score: Raw -207991.584076 + Penalty 2564.439324 = -205427.144752
  nChanged 9
		SP:Iteration 16Q (116429.330000 sec): 3 clusters
  Score: Raw -207995.214342 + Penalty 2564.439324 = -205430.775018
  nChanged 5
		SP:Iteration 17Q (116429.380000 sec): 3 clusters
  Score: Raw -207997.046150 + Penalty 2564.439324 = -205432.606826
  nChanged 6
		SP:Iteration 18Q (116429.430000 sec): 3 clusters
  Score: Raw -207999.061233 + Penalty 2564.439324 = -205434.621909
  nChanged 6
		SP:Iteration 19Q (116429.480000 sec): 3 clusters
  Score: Raw -208000.451958 + Penalty 2564.439324 = -205436.012634
  nChanged 3
		SP:Iteration 20F (116429.530000 sec): 3 clusters
  Score: Raw -208001.349351 + Penalty 2564.439324 = -205436.910027
  nChanged 1
		SP:Iteration 21Q (116429.580000 sec): 3 clusters
  Score: Raw -208001.596455 + Penalty 2564.439324 = -205437.157132
  nChanged 1
		SP:Iteration 22Q (116429.630000 sec): 3 clusters
  Score: Raw -208001.846806 + Penalty 2564.439324 = -205437.407482
  nChanged 0
		SP:Iteration 23F (116429.680000 sec): 3 clusters
  Score: Raw -208001.846806 + Penalty 2564.439324 = -205437.407482
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 74 (7422 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (116429.780000 sec): 2 clusters
  Score: Raw -648158.933379 + Penalty 1448.233124 = -646710.700254
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (116429.920000 sec): 3 clusters
  Score: Raw -644083.198192 + Penalty 2896.466249 = -641186.731943
  nChanged 3110
		SP:Iteration 1F (116430.030000 sec): 3 clusters
  Score: Raw -645754.759358 + Penalty 2896.466249 = -642858.293110
  nChanged 520
		SP:Iteration 2F (116430.150000 sec): 3 clusters
  Score: Raw -646019.606076 + Penalty 2896.466249 = -643123.139827
  nChanged 421
		SP:Iteration 3F (116430.260000 sec): 3 clusters
  Score: Raw -646247.976643 + Penalty 2896.466249 = -643351.510395
  nChanged 359
		SP:Iteration 4Q (116430.370000 sec): 3 clusters
  Score: Raw -646413.561031 + Penalty 2896.466249 = -643517.094783
  nChanged 289
		SP:Iteration 5Q (116430.490000 sec): 3 clusters
  Score: Raw -646549.139546 + Penalty 2896.466249 = -643652.673297
  nChanged 281
		SP:Iteration 6Q (116430.610000 sec): 3 clusters
  Score: Raw -646656.538592 + Penalty 2896.466249 = -643760.072344
  nChanged 214
		SP:Iteration 7Q (116430.730000 sec): 3 clusters
  Score: Raw -646736.414611 + Penalty 2896.466249 = -643839.948363
  nChanged 202
		SP:Iteration 8Q (116430.850000 sec): 3 clusters
  Score: Raw -646797.739705 + Penalty 2896.466249 = -643901.273457
  nChanged 165
		SP:Iteration 9Q (116430.960000 sec): 3 clusters
  Score: Raw -646854.911377 + Penalty 2896.466249 = -643958.445128
  nChanged 162
		SP:Iteration 10Q (116431.080000 sec): 3 clusters
  Score: Raw -646903.889294 + Penalty 2896.466249 = -644007.423045
  nChanged 145
		SP:Iteration 11Q (116431.200000 sec): 3 clusters
  Score: Raw -646942.680445 + Penalty 2896.466249 = -644046.214196
  nChanged 119
		SP:Iteration 12Q (116431.310000 sec): 3 clusters
  Score: Raw -646974.967021 + Penalty 2896.466249 = -644078.500773
  nChanged 122
		SP:Iteration 13Q (116431.430000 sec): 3 clusters
  Score: Raw -647015.739495 + Penalty 2896.466249 = -644119.273247
  nChanged 122
		SP:Iteration 14Q (116431.550000 sec): 3 clusters
  Score: Raw -647057.366358 + Penalty 2896.466249 = -644160.900109
  nChanged 119
		SP:Iteration 15Q (116431.670000 sec): 3 clusters
  Score: Raw -647093.665369 + Penalty 2896.466249 = -644197.199120
  nChanged 102
		SP:Iteration 16Q (116431.780000 sec): 3 clusters
  Score: Raw -647122.813818 + Penalty 2896.466249 = -644226.347570
  nChanged 98
		SP:Iteration 17Q (116431.900000 sec): 3 clusters
  Score: Raw -647156.877489 + Penalty 2896.466249 = -644260.411241
  nChanged 113
		SP:Iteration 18Q (116432.020000 sec): 3 clusters
  Score: Raw -647191.652705 + Penalty 2896.466249 = -644295.186457
  nChanged 113
		SP:Iteration 19Q (116432.130000 sec): 3 clusters
  Score: Raw -647224.308298 + Penalty 2896.466249 = -644327.842049
  nChanged 107
		SP:Iteration 20F (116432.250000 sec): 3 clusters
  Score: Raw -647253.854394 + Penalty 2896.466249 = -644357.388146
  nChanged 83
		SP:Iteration 21Q (116432.370000 sec): 3 clusters
  Score: Raw -647281.330879 + Penalty 2896.466249 = -644384.864630
  nChanged 93
		SP:Iteration 22Q (116432.480000 sec): 3 clusters
  Score: Raw -647314.274327 + Penalty 2896.466249 = -644417.808078
  nChanged 103
		SP:Iteration 23Q (116432.600000 sec): 3 clusters
  Score: Raw -647346.090775 + Penalty 2896.466249 = -644449.624526
  nChanged 97
		SP:Iteration 24Q (116432.720000 sec): 3 clusters
  Score: Raw -647376.176562 + Penalty 2896.466249 = -644479.710314
  nChanged 105
		SP:Iteration 25Q (116432.850000 sec): 3 clusters
  Score: Raw -647410.114545 + Penalty 2896.466249 = -644513.648297
  nChanged 105
		SP:Iteration 26Q (116432.970000 sec): 3 clusters
  Score: Raw -647447.049810 + Penalty 2896.466249 = -644550.583561
  nChanged 117
		SP:Iteration 27Q (116433.090000 sec): 3 clusters
  Score: Raw -647497.277411 + Penalty 2896.466249 = -644600.811163
  nChanged 106
		SP:Iteration 28Q (116433.210000 sec): 3 clusters
  Score: Raw -647546.792773 + Penalty 2896.466249 = -644650.326525
  nChanged 107
		SP:Iteration 29Q (116433.330000 sec): 3 clusters
  Score: Raw -647591.171902 + Penalty 2896.466249 = -644694.705654
  nChanged 110
		SP:Iteration 30Q (116433.450000 sec): 3 clusters
  Score: Raw -647646.583031 + Penalty 2896.466249 = -644750.116783
  nChanged 120
		SP:Iteration 31Q (116433.580000 sec): 3 clusters
  Score: Raw -647714.060109 + Penalty 2896.466249 = -644817.593860
  nChanged 130
		SP:Iteration 32Q (116433.700000 sec): 3 clusters
  Score: Raw -647787.330685 + Penalty 2896.466249 = -644890.864436
  nChanged 136
		SP:Iteration 33Q (116433.830000 sec): 3 clusters
  Score: Raw -647868.091880 + Penalty 2896.466249 = -644971.625632
  nChanged 121
		SP:Iteration 34Q (116433.950000 sec): 3 clusters
  Score: Raw -647941.974184 + Penalty 2896.466249 = -645045.507935
  nChanged 97
		SP:Iteration 35Q (116434.080000 sec): 3 clusters
  Score: Raw -647997.642808 + Penalty 2896.466249 = -645101.176560
  nChanged 106
		SP:Iteration 36Q (116434.200000 sec): 3 clusters
  Score: Raw -648062.186758 + Penalty 2896.466249 = -645165.720509
  nChanged 92
		SP:Iteration 37Q (116434.330000 sec): 3 clusters
  Score: Raw -648123.297128 + Penalty 2896.466249 = -645226.830879
  nChanged 91
		SP:Iteration 38Q (116434.460000 sec): 3 clusters
  Score: Raw -648182.957446 + Penalty 2896.466249 = -645286.491198
  nChanged 75
		SP:Iteration 39Q (116434.580000 sec): 3 clusters
  Score: Raw -648225.608054 + Penalty 2896.466249 = -645329.141806
  nChanged 79
		SP:Iteration 40F (116434.710000 sec): 3 clusters
  Score: Raw -648272.681597 + Penalty 2896.466249 = -645376.215348
  nChanged 72
		SP:Iteration 41Q (116434.830000 sec): 3 clusters
  Score: Raw -648310.085354 + Penalty 2896.466249 = -645413.619106
  nChanged 67
		SP:Iteration 42Q (116434.950000 sec): 3 clusters
  Score: Raw -648345.726217 + Penalty 2896.466249 = -645449.259968
  nChanged 46
		SP:Iteration 43Q (116435.070000 sec): 3 clusters
  Score: Raw -648367.079746 + Penalty 2896.466249 = -645470.613497
  nChanged 30
		SP:Iteration 44Q (116435.200000 sec): 3 clusters
  Score: Raw -648380.870596 + Penalty 2896.466249 = -645484.404347
  nChanged 30
		SP:Iteration 45Q (116435.320000 sec): 3 clusters
  Score: Raw -648392.721989 + Penalty 2896.466249 = -645496.255741
  nChanged 28
		SP:Iteration 46Q (116435.440000 sec): 3 clusters
  Score: Raw -648403.686572 + Penalty 2896.466249 = -645507.220324
  nChanged 27
		SP:Iteration 47Q (116435.570000 sec): 3 clusters
  Score: Raw -648415.658899 + Penalty 2896.466249 = -645519.192650
  nChanged 20
		SP:Iteration 48Q (116435.690000 sec): 3 clusters
  Score: Raw -648425.525139 + Penalty 2896.466249 = -645529.058890
  nChanged 20
		SP:Iteration 49Q (116435.810000 sec): 3 clusters
  Score: Raw -648434.748497 + Penalty 2896.466249 = -645538.282248
  nChanged 21
		SP:Iteration 50Q (116435.930000 sec): 3 clusters
  Score: Raw -648444.431450 + Penalty 2896.466249 = -645547.965201
  nChanged 19
		SP:Iteration 51Q (116436.060000 sec): 3 clusters
  Score: Raw -648452.830158 + Penalty 2896.466249 = -645556.363909
  nChanged 21
		SP:Iteration 52Q (116436.180000 sec): 3 clusters
  Score: Raw -648459.770501 + Penalty 2896.466249 = -645563.304253
  nChanged 17
		SP:Iteration 53Q (116436.300000 sec): 3 clusters
  Score: Raw -648469.327319 + Penalty 2896.466249 = -645572.861071
  nChanged 20
		SP:Iteration 54Q (116436.430000 sec): 3 clusters
  Score: Raw -648477.429089 + Penalty 2896.466249 = -645580.962840
  nChanged 15
		SP:Iteration 55Q (116436.550000 sec): 3 clusters
  Score: Raw -648483.772512 + Penalty 2896.466249 = -645587.306263
  nChanged 16
		SP:Iteration 56Q (116436.670000 sec): 3 clusters
  Score: Raw -648492.492302 + Penalty 2896.466249 = -645596.026053
  nChanged 16
		SP:Iteration 57Q (116436.790000 sec): 3 clusters
  Score: Raw -648499.073485 + Penalty 2896.466249 = -645602.607237
  nChanged 14
		SP:Iteration 58Q (116436.910000 sec): 3 clusters
  Score: Raw -648505.002323 + Penalty 2896.466249 = -645608.536074
  nChanged 13
		SP:Iteration 59Q (116437.030000 sec): 3 clusters
  Score: Raw -648509.590941 + Penalty 2896.466249 = -645613.124692
  nChanged 9
		SP:Iteration 60F (116437.150000 sec): 3 clusters
  Score: Raw -648512.800555 + Penalty 2896.466249 = -645616.334306
  nChanged 10
		SP:Iteration 61Q (116437.270000 sec): 3 clusters
  Score: Raw -648515.377375 + Penalty 2896.466249 = -645618.911126
  nChanged 6
		SP:Iteration 62Q (116437.400000 sec): 3 clusters
  Score: Raw -648517.481716 + Penalty 2896.466249 = -645621.015468
  nChanged 6
		SP:Iteration 63Q (116437.520000 sec): 3 clusters
  Score: Raw -648519.851485 + Penalty 2896.466249 = -645623.385236
  nChanged 9
		SP:Iteration 64Q (116437.640000 sec): 3 clusters
  Score: Raw -648524.195154 + Penalty 2896.466249 = -645627.728906
  nChanged 9
		SP:Iteration 65Q (116437.760000 sec): 3 clusters
  Score: Raw -648526.997541 + Penalty 2896.466249 = -645630.531293
  nChanged 11
		SP:Iteration 66Q (116437.890000 sec): 3 clusters
  Score: Raw -648532.379024 + Penalty 2896.466249 = -645635.912776
  nChanged 9
		SP:Iteration 67Q (116438.010000 sec): 3 clusters
  Score: Raw -648535.186696 + Penalty 2896.466249 = -645638.720448
  nChanged 6
		SP:Iteration 68Q (116438.130000 sec): 3 clusters
  Score: Raw -648537.334974 + Penalty 2896.466249 = -645640.868726
  nChanged 5
		SP:Iteration 69Q (116438.250000 sec): 3 clusters
  Score: Raw -648539.188293 + Penalty 2896.466249 = -645642.722044
  nChanged 10
		SP:Iteration 70Q (116438.370000 sec): 3 clusters
  Score: Raw -648544.798119 + Penalty 2896.466249 = -645648.331871
  nChanged 12
		SP:Iteration 71Q (116438.500000 sec): 3 clusters
  Score: Raw -648548.718591 + Penalty 2896.466249 = -645652.252343
  nChanged 5
		SP:Iteration 72Q (116438.620000 sec): 3 clusters
  Score: Raw -648550.575723 + Penalty 2896.466249 = -645654.109474
  nChanged 5
		SP:Iteration 73Q (116438.740000 sec): 3 clusters
  Score: Raw -648553.404270 + Penalty 2896.466249 = -645656.938022
  nChanged 7
		SP:Iteration 74Q (116438.860000 sec): 3 clusters
  Score: Raw -648559.297522 + Penalty 2896.466249 = -645662.831274
  nChanged 7
		SP:Iteration 75Q (116438.990000 sec): 3 clusters
  Score: Raw -648562.722617 + Penalty 2896.466249 = -645666.256368
  nChanged 6
		SP:Iteration 76Q (116439.110000 sec): 3 clusters
  Score: Raw -648564.219720 + Penalty 2896.466249 = -645667.753471
  nChanged 2
		SP:Iteration 77Q (116439.230000 sec): 3 clusters
  Score: Raw -648565.236501 + Penalty 2896.466249 = -645668.770252
  nChanged 2
		SP:Iteration 78Q (116439.350000 sec): 3 clusters
  Score: Raw -648565.863952 + Penalty 2896.466249 = -645669.397703
  nChanged 0
		SP:Iteration 79F (116439.540000 sec): 3 clusters
  Score: Raw -648565.863952 + Penalty 2896.466249 = -645669.397703
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 75 (2768 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (116439.640000 sec): 2 clusters
  Score: Raw -231354.482251 + Penalty 1287.955551 = -230066.526699
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (116439.820000 sec): 3 clusters
  Score: Raw -230103.119682 + Penalty 2575.911103 = -227527.208579
  nChanged 1050
		SP:Iteration 1F (116439.990000 sec): 3 clusters
  Score: Raw -230778.160891 + Penalty 2575.911103 = -228202.249788
  nChanged 203
		SP:Iteration 2F (116440.170000 sec): 3 clusters
  Score: Raw -230892.869957 + Penalty 2575.911103 = -228316.958854
  nChanged 128
		SP:Iteration 3Q (116440.350000 sec): 3 clusters
  Score: Raw -230967.499225 + Penalty 2575.911103 = -228391.588122
  nChanged 101
		SP:Iteration 4Q (116440.520000 sec): 3 clusters
  Score: Raw -231021.886387 + Penalty 2575.911103 = -228445.975285
  nChanged 69
		SP:Iteration 5Q (116440.700000 sec): 3 clusters
  Score: Raw -231063.542030 + Penalty 2575.911103 = -228487.630927
  nChanged 78
		SP:Iteration 6Q (116440.870000 sec): 3 clusters
  Score: Raw -231103.949703 + Penalty 2575.911103 = -228528.038600
  nChanged 65
		SP:Iteration 7Q (116441.050000 sec): 3 clusters
  Score: Raw -231141.871016 + Penalty 2575.911103 = -228565.959913
  nChanged 71
		SP:Iteration 8Q (116441.230000 sec): 3 clusters
  Score: Raw -231202.182945 + Penalty 2575.911103 = -228626.271842
  nChanged 89
		SP:Iteration 9Q (116441.400000 sec): 3 clusters
  Score: Raw -231271.501458 + Penalty 2575.911103 = -228695.590355
  nChanged 102
		SP:Iteration 10Q (116441.580000 sec): 3 clusters
  Score: Raw -231367.593192 + Penalty 2575.911103 = -228791.682089
  nChanged 115
		SP:Iteration 11Q (116441.760000 sec): 3 clusters
  Score: Raw -231489.083925 + Penalty 2575.911103 = -228913.172823
  nChanged 94
		SP:Iteration 12Q (116441.930000 sec): 3 clusters
  Score: Raw -231570.106128 + Penalty 2575.911103 = -228994.195025
  nChanged 81
		SP:Iteration 13Q (116442.110000 sec): 3 clusters
  Score: Raw -231633.385713 + Penalty 2575.911103 = -229057.474610
  nChanged 48
		SP:Iteration 14Q (116442.280000 sec): 3 clusters
  Score: Raw -231656.999140 + Penalty 2575.911103 = -229081.088037
  nChanged 26
		SP:Iteration 15Q (116442.460000 sec): 3 clusters
  Score: Raw -231669.192822 + Penalty 2575.911103 = -229093.281719
  nChanged 21
		SP:Iteration 16Q (116442.630000 sec): 3 clusters
  Score: Raw -231679.375009 + Penalty 2575.911103 = -229103.463906
  nChanged 23
		SP:Iteration 17Q (116442.810000 sec): 3 clusters
  Score: Raw -231692.464231 + Penalty 2575.911103 = -229116.553128
  nChanged 20
		SP:Iteration 18Q (116442.980000 sec): 3 clusters
  Score: Raw -231706.847029 + Penalty 2575.911103 = -229130.935927
  nChanged 23
		SP:Iteration 19Q (116443.160000 sec): 3 clusters
  Score: Raw -231726.168607 + Penalty 2575.911103 = -229150.257504
  nChanged 15
		SP:Iteration 20F (116443.340000 sec): 3 clusters
  Score: Raw -231736.937075 + Penalty 2575.911103 = -229161.025972
  nChanged 16
		SP:Iteration 21Q (116443.510000 sec): 3 clusters
  Score: Raw -231748.557246 + Penalty 2575.911103 = -229172.646143
  nChanged 14
		SP:Iteration 22Q (116443.690000 sec): 3 clusters
  Score: Raw -231758.858489 + Penalty 2575.911103 = -229182.947386
  nChanged 15
		SP:Iteration 23Q (116443.860000 sec): 3 clusters
  Score: Raw -231773.121570 + Penalty 2575.911103 = -229197.210467
  nChanged 17
		SP:Iteration 24Q (116444.040000 sec): 3 clusters
  Score: Raw -231786.550392 + Penalty 2575.911103 = -229210.639289
  nChanged 14
		SP:Iteration 25Q (116444.220000 sec): 3 clusters
  Score: Raw -231794.129759 + Penalty 2575.911103 = -229218.218657
  nChanged 6
		SP:Iteration 26Q (116444.390000 sec): 3 clusters
  Score: Raw -231797.204923 + Penalty 2575.911103 = -229221.293820
  nChanged 7
		SP:Iteration 27Q (116444.570000 sec): 3 clusters
  Score: Raw -231802.014975 + Penalty 2575.911103 = -229226.103872
  nChanged 5
		SP:Iteration 28Q (116444.740000 sec): 3 clusters
  Score: Raw -231805.824201 + Penalty 2575.911103 = -229229.913098
  nChanged 9
		SP:Iteration 29Q (116444.920000 sec): 3 clusters
  Score: Raw -231813.171616 + Penalty 2575.911103 = -229237.260513
  nChanged 9
		SP:Iteration 30Q (116445.100000 sec): 3 clusters
  Score: Raw -231819.725691 + Penalty 2575.911103 = -229243.814588
  nChanged 6
		SP:Iteration 31Q (116445.270000 sec): 3 clusters
  Score: Raw -231823.381929 + Penalty 2575.911103 = -229247.470826
  nChanged 5
		SP:Iteration 32Q (116445.450000 sec): 3 clusters
  Score: Raw -231826.811944 + Penalty 2575.911103 = -229250.900841
  nChanged 4
		SP:Iteration 33Q (116445.620000 sec): 3 clusters
  Score: Raw -231829.459181 + Penalty 2575.911103 = -229253.548078
  nChanged 1
		SP:Iteration 34Q (116445.800000 sec): 3 clusters
  Score: Raw -231830.284073 + Penalty 2575.911103 = -229254.372970
  nChanged 2
		SP:Iteration 35Q (116445.980000 sec): 3 clusters
  Score: Raw -231831.502954 + Penalty 2575.911103 = -229255.591851
  nChanged 3
		SP:Iteration 36Q (116446.150000 sec): 3 clusters
  Score: Raw -231833.449943 + Penalty 2575.911103 = -229257.538840
  nChanged 4
		SP:Iteration 37Q (116446.330000 sec): 3 clusters
  Score: Raw -231835.700956 + Penalty 2575.911103 = -229259.789853
  nChanged 4
		SP:Iteration 38Q (116446.500000 sec): 3 clusters
  Score: Raw -231838.066783 + Penalty 2575.911103 = -229262.155680
  nChanged 2
		SP:Iteration 39Q (116446.680000 sec): 3 clusters
  Score: Raw -231838.632571 + Penalty 2575.911103 = -229262.721468
  nChanged 0
		SP:Iteration 40F (116446.860000 sec): 3 clusters
  Score: Raw -231838.632571 + Penalty 2575.911103 = -229262.721468
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 76 (574 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (116446.940000 sec): 2 clusters
  Score: Raw -42244.783839 + Penalty 1032.302277 = -41212.481562
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (116447.120000 sec): 3 clusters
  Score: Raw -42201.551543 + Penalty 2064.604554 = -40136.946989
  nChanged 146
		SP:Iteration 1F (116447.300000 sec): 3 clusters
  Score: Raw -42389.224457 + Penalty 2064.604554 = -40324.619903
  nChanged 44
		SP:Iteration 2F (116447.470000 sec): 3 clusters
  Score: Raw -42447.402963 + Penalty 2064.604554 = -40382.798409
  nChanged 29
		SP:Iteration 3F (116447.640000 sec): 3 clusters
  Score: Raw -42501.197134 + Penalty 2064.604554 = -40436.592580
  nChanged 23
		SP:Iteration 4Q (116447.820000 sec): 3 clusters
  Score: Raw -42537.200413 + Penalty 2064.604554 = -40472.595859
  nChanged 11
		SP:Iteration 5Q (116448.000000 sec): 3 clusters
  Score: Raw -42557.602937 + Penalty 2064.604554 = -40492.998383
  nChanged 13
		SP:Iteration 6Q (116448.170000 sec): 3 clusters
  Score: Raw -42584.966898 + Penalty 2064.604554 = -40520.362344
  nChanged 14
		SP:Iteration 7Q (116448.350000 sec): 3 clusters
  Score: Raw -42618.705618 + Penalty 2064.604554 = -40554.101065
  nChanged 16
		SP:Iteration 8Q (116448.520000 sec): 3 clusters
  Score: Raw -42653.444831 + Penalty 2064.604554 = -40588.840277
  nChanged 17
		SP:Iteration 9Q (116448.700000 sec): 3 clusters
  Score: Raw -42682.894910 + Penalty 2064.604554 = -40618.290356
  nChanged 11
		SP:Iteration 10Q (116448.880000 sec): 3 clusters
  Score: Raw -42703.271883 + Penalty 2064.604554 = -40638.667329
  nChanged 10
		SP:Iteration 11Q (116449.050000 sec): 3 clusters
  Score: Raw -42721.457444 + Penalty 2064.604554 = -40656.852890
  nChanged 6
		SP:Iteration 12Q (116449.230000 sec): 3 clusters
  Score: Raw -42738.374172 + Penalty 2064.604554 = -40673.769618
  nChanged 10
		SP:Iteration 13Q (116449.400000 sec): 3 clusters
  Score: Raw -42765.551070 + Penalty 2064.604554 = -40700.946516
  nChanged 12
		SP:Iteration 14Q (116449.580000 sec): 3 clusters
  Score: Raw -42792.325096 + Penalty 2064.604554 = -40727.720542
  nChanged 9
		SP:Iteration 15Q (116449.760000 sec): 3 clusters
  Score: Raw -42804.671274 + Penalty 2064.604554 = -40740.066720
  nChanged 7
		SP:Iteration 16Q (116449.930000 sec): 3 clusters
  Score: Raw -42815.895764 + Penalty 2064.604554 = -40751.291211
  nChanged 6
		SP:Iteration 17Q (116450.110000 sec): 3 clusters
  Score: Raw -42831.394051 + Penalty 2064.604554 = -40766.789497
  nChanged 10
		SP:Iteration 18Q (116450.280000 sec): 3 clusters
  Score: Raw -42845.813492 + Penalty 2064.604554 = -40781.208938
  nChanged 3
		SP:Iteration 19Q (116450.460000 sec): 3 clusters
  Score: Raw -42855.024105 + Penalty 2064.604554 = -40790.419551
  nChanged 4
		SP:Iteration 20F (116450.640000 sec): 3 clusters
  Score: Raw -42867.267808 + Penalty 2064.604554 = -40802.663254
  nChanged 4
		SP:Iteration 21Q (116450.810000 sec): 3 clusters
  Score: Raw -42874.973958 + Penalty 2064.604554 = -40810.369404
  nChanged 3
		SP:Iteration 22Q (116450.990000 sec): 3 clusters
  Score: Raw -42878.228059 + Penalty 2064.604554 = -40813.623505
  nChanged 0
		SP:Iteration 23F (116451.160000 sec): 3 clusters
  Score: Raw -42878.228059 + Penalty 2064.604554 = -40813.623505
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 77 (5265 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (116451.240000 sec): 2 clusters
  Score: Raw -448060.934750 + Penalty 1392.435919 = -446668.498831
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (116451.340000 sec): 3 clusters
  Score: Raw -445290.334040 + Penalty 2784.871838 = -442505.462202
  nChanged 2179
		SP:Iteration 1F (116451.440000 sec): 3 clusters
  Score: Raw -446446.892387 + Penalty 2784.871838 = -443662.020549
  nChanged 408
		SP:Iteration 2F (116451.540000 sec): 3 clusters
  Score: Raw -446672.108510 + Penalty 2784.871838 = -443887.236672
  nChanged 300
		SP:Iteration 3F (116451.630000 sec): 3 clusters
  Score: Raw -446822.996378 + Penalty 2784.871838 = -444038.124540
  nChanged 250
		SP:Iteration 4Q (116451.730000 sec): 3 clusters
  Score: Raw -446953.032784 + Penalty 2784.871838 = -444168.160946
  nChanged 213
		SP:Iteration 5Q (116451.820000 sec): 3 clusters
  Score: Raw -447060.826311 + Penalty 2784.871838 = -444275.954473
  nChanged 195
		SP:Iteration 6Q (116451.920000 sec): 3 clusters
  Score: Raw -447162.356535 + Penalty 2784.871838 = -444377.484697
  nChanged 172
		SP:Iteration 7Q (116452.020000 sec): 3 clusters
  Score: Raw -447248.871838 + Penalty 2784.871838 = -444464.000000
  nChanged 181
		SP:Iteration 8Q (116452.120000 sec): 3 clusters
  Score: Raw -447333.677273 + Penalty 2784.871838 = -444548.805435
  nChanged 178
		SP:Iteration 9Q (116452.210000 sec): 3 clusters
  Score: Raw -447416.795400 + Penalty 2784.871838 = -444631.923562
  nChanged 151
		SP:Iteration 10Q (116452.310000 sec): 3 clusters
  Score: Raw -447485.276112 + Penalty 2784.871838 = -444700.404274
  nChanged 120
		SP:Iteration 11Q (116452.410000 sec): 3 clusters
  Score: Raw -447532.422793 + Penalty 2784.871838 = -444747.550955
  nChanged 122
		SP:Iteration 12Q (116452.500000 sec): 3 clusters
  Score: Raw -447582.101317 + Penalty 2784.871838 = -444797.229479
  nChanged 111
		SP:Iteration 13Q (116452.600000 sec): 3 clusters
  Score: Raw -447631.424785 + Penalty 2784.871838 = -444846.552947
  nChanged 109
		SP:Iteration 14Q (116452.700000 sec): 3 clusters
  Score: Raw -447686.142512 + Penalty 2784.871838 = -444901.270674
  nChanged 115
		SP:Iteration 15Q (116452.800000 sec): 3 clusters
  Score: Raw -447742.974816 + Penalty 2784.871838 = -444958.102978
  nChanged 125
		SP:Iteration 16Q (116452.900000 sec): 3 clusters
  Score: Raw -447805.732222 + Penalty 2784.871838 = -445020.860384
  nChanged 115
		SP:Iteration 17Q (116452.990000 sec): 3 clusters
  Score: Raw -447860.884987 + Penalty 2784.871838 = -445076.013149
  nChanged 107
		SP:Iteration 18Q (116453.090000 sec): 3 clusters
  Score: Raw -447916.020562 + Penalty 2784.871838 = -445131.148724
  nChanged 102
		SP:Iteration 19Q (116453.190000 sec): 3 clusters
  Score: Raw -447972.176564 + Penalty 2784.871838 = -445187.304726
  nChanged 103
		SP:Iteration 20F (116453.280000 sec): 3 clusters
  Score: Raw -448030.481610 + Penalty 2784.871838 = -445245.609772
  nChanged 92
		SP:Iteration 21Q (116453.380000 sec): 3 clusters
  Score: Raw -448089.901838 + Penalty 2784.871838 = -445305.030000
  nChanged 86
		SP:Iteration 22Q (116453.480000 sec): 3 clusters
  Score: Raw -448141.697319 + Penalty 2784.871838 = -445356.825481
  nChanged 69
		SP:Iteration 23Q (116453.570000 sec): 3 clusters
  Score: Raw -448188.233503 + Penalty 2784.871838 = -445403.361665
  nChanged 60
		SP:Iteration 24Q (116453.670000 sec): 3 clusters
  Score: Raw -448222.082073 + Penalty 2784.871838 = -445437.210235
  nChanged 34
		SP:Iteration 25Q (116453.760000 sec): 3 clusters
  Score: Raw -448239.358398 + Penalty 2784.871838 = -445454.486560
  nChanged 31
		SP:Iteration 26Q (116453.860000 sec): 3 clusters
  Score: Raw -448257.772315 + Penalty 2784.871838 = -445472.900477
  nChanged 30
		SP:Iteration 27Q (116453.960000 sec): 3 clusters
  Score: Raw -448272.356443 + Penalty 2784.871838 = -445487.484605
  nChanged 22
		SP:Iteration 28Q (116454.050000 sec): 3 clusters
  Score: Raw -448282.837673 + Penalty 2784.871838 = -445497.965835
  nChanged 16
		SP:Iteration 29Q (116454.140000 sec): 3 clusters
  Score: Raw -448292.690575 + Penalty 2784.871838 = -445507.818737
  nChanged 14
		SP:Iteration 30Q (116454.240000 sec): 3 clusters
  Score: Raw -448301.879645 + Penalty 2784.871838 = -445517.007807
  nChanged 17
		SP:Iteration 31Q (116454.330000 sec): 3 clusters
  Score: Raw -448312.984337 + Penalty 2784.871838 = -445528.112499
  nChanged 15
		SP:Iteration 32Q (116454.430000 sec): 3 clusters
  Score: Raw -448323.433661 + Penalty 2784.871838 = -445538.561823
  nChanged 11
		SP:Iteration 33Q (116454.520000 sec): 3 clusters
  Score: Raw -448330.046873 + Penalty 2784.871838 = -445545.175035
  nChanged 6
		SP:Iteration 34Q (116454.620000 sec): 3 clusters
  Score: Raw -448334.168433 + Penalty 2784.871838 = -445549.296595
  nChanged 6
		SP:Iteration 35Q (116454.710000 sec): 3 clusters
  Score: Raw -448338.466279 + Penalty 2784.871838 = -445553.594441
  nChanged 5
		SP:Iteration 36Q (116454.800000 sec): 3 clusters
  Score: Raw -448341.665629 + Penalty 2784.871838 = -445556.793791
  nChanged 4
		SP:Iteration 37Q (116454.900000 sec): 3 clusters
  Score: Raw -448344.466066 + Penalty 2784.871838 = -445559.594228
  nChanged 5
		SP:Iteration 38Q (116454.990000 sec): 3 clusters
  Score: Raw -448347.974138 + Penalty 2784.871838 = -445563.102300
  nChanged 5
		SP:Iteration 39Q (116455.080000 sec): 3 clusters
  Score: Raw -448350.408219 + Penalty 2784.871838 = -445565.536381
  nChanged 2
		SP:Iteration 40F (116455.180000 sec): 3 clusters
  Score: Raw -448351.426555 + Penalty 2784.871838 = -445566.554717
  nChanged 4
		SP:Iteration 41Q (116455.270000 sec): 3 clusters
  Score: Raw -448353.412956 + Penalty 2784.871838 = -445568.541118
  nChanged 7
		SP:Iteration 42Q (116455.360000 sec): 3 clusters
  Score: Raw -448357.512825 + Penalty 2784.871838 = -445572.640987
  nChanged 7
		SP:Iteration 43Q (116455.460000 sec): 3 clusters
  Score: Raw -448360.524266 + Penalty 2784.871838 = -445575.652428
  nChanged 3
		SP:Iteration 44Q (116455.550000 sec): 3 clusters
  Score: Raw -448362.568228 + Penalty 2784.871838 = -445577.696390
  nChanged 4
		SP:Iteration 45Q (116455.640000 sec): 3 clusters
  Score: Raw -448364.389997 + Penalty 2784.871838 = -445579.518159
  nChanged 2
		SP:Iteration 46Q (116455.740000 sec): 3 clusters
  Score: Raw -448365.447794 + Penalty 2784.871838 = -445580.575956
  nChanged 1
		SP:Iteration 47Q (116455.820000 sec): 3 clusters
  Score: Raw -448365.841900 + Penalty 2784.871838 = -445580.970062
  nChanged 1
		SP:Iteration 48Q (116455.920000 sec): 3 clusters
  Score: Raw -448366.244164 + Penalty 2784.871838 = -445581.372326
  nChanged 1
		SP:Iteration 49Q (116456.010000 sec): 3 clusters
  Score: Raw -448367.389431 + Penalty 2784.871838 = -445582.517593
  nChanged 3
		SP:Iteration 50Q (116456.100000 sec): 3 clusters
  Score: Raw -448369.399061 + Penalty 2784.871838 = -445584.527223
  nChanged 5
		SP:Iteration 51Q (116456.200000 sec): 3 clusters
  Score: Raw -448372.362777 + Penalty 2784.871838 = -445587.490939
  nChanged 2
		SP:Iteration 52Q (116456.290000 sec): 3 clusters
  Score: Raw -448375.054680 + Penalty 2784.871838 = -445590.182842
  nChanged 5
		SP:Iteration 53Q (116456.380000 sec): 3 clusters
  Score: Raw -448377.136537 + Penalty 2784.871838 = -445592.264699
  nChanged 4
		SP:Iteration 54Q (116456.470000 sec): 3 clusters
  Score: Raw -448379.899602 + Penalty 2784.871838 = -445595.027764
  nChanged 3
		SP:Iteration 55Q (116456.560000 sec): 3 clusters
  Score: Raw -448381.248604 + Penalty 2784.871838 = -445596.376766
  nChanged 0
		SP:Iteration 56F (116456.660000 sec): 3 clusters
  Score: Raw -448381.248604 + Penalty 2784.871838 = -445596.376766
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 78 (3383 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (116456.730000 sec): 2 clusters
  Score: Raw -301207.072770 + Penalty 1320.559202 = -299886.513567
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (116456.790000 sec): 3 clusters
  Score: Raw -299571.469169 + Penalty 2641.118405 = -296930.350764
  nChanged 1342
		SP:Iteration 1F (116456.860000 sec): 3 clusters
  Score: Raw -300336.895296 + Penalty 2641.118405 = -297695.776891
  nChanged 235
		SP:Iteration 2F (116456.920000 sec): 3 clusters
  Score: Raw -300476.022731 + Penalty 2641.118405 = -297834.904326
  nChanged 189
		SP:Iteration 3F (116456.980000 sec): 3 clusters
  Score: Raw -300592.244860 + Penalty 2641.118405 = -297951.126455
  nChanged 147
		SP:Iteration 4Q (116457.050000 sec): 3 clusters
  Score: Raw -300686.261091 + Penalty 2641.118405 = -298045.142686
  nChanged 135
		SP:Iteration 5Q (116457.110000 sec): 3 clusters
  Score: Raw -300775.733405 + Penalty 2641.118405 = -298134.615000
  nChanged 149
		SP:Iteration 6Q (116457.180000 sec): 3 clusters
  Score: Raw -300892.850268 + Penalty 2641.118405 = -298251.731863
  nChanged 160
		SP:Iteration 7Q (116457.240000 sec): 3 clusters
  Score: Raw -301032.220625 + Penalty 2641.118405 = -298391.102220
  nChanged 161
		SP:Iteration 8Q (116457.300000 sec): 3 clusters
  Score: Raw -301162.598837 + Penalty 2641.118405 = -298521.480432
  nChanged 141
		SP:Iteration 9Q (116457.370000 sec): 3 clusters
  Score: Raw -301268.751097 + Penalty 2641.118405 = -298627.632692
  nChanged 114
		SP:Iteration 10Q (116457.440000 sec): 3 clusters
  Score: Raw -301356.170018 + Penalty 2641.118405 = -298715.051613
  nChanged 81
		SP:Iteration 11Q (116457.500000 sec): 3 clusters
  Score: Raw -301423.141446 + Penalty 2641.118405 = -298782.023042
  nChanged 80
		SP:Iteration 12Q (116457.560000 sec): 3 clusters
  Score: Raw -301482.242171 + Penalty 2641.118405 = -298841.123766
  nChanged 48
		SP:Iteration 13Q (116457.630000 sec): 3 clusters
  Score: Raw -301510.543674 + Penalty 2641.118405 = -298869.425269
  nChanged 39
		SP:Iteration 14Q (116457.690000 sec): 3 clusters
  Score: Raw -301525.955697 + Penalty 2641.118405 = -298884.837292
  nChanged 24
		SP:Iteration 15Q (116457.760000 sec): 3 clusters
  Score: Raw -301540.358217 + Penalty 2641.118405 = -298899.239812
  nChanged 26
		SP:Iteration 16Q (116457.820000 sec): 3 clusters
  Score: Raw -301556.199449 + Penalty 2641.118405 = -298915.081045
  nChanged 19
		SP:Iteration 17Q (116457.880000 sec): 3 clusters
  Score: Raw -301568.088457 + Penalty 2641.118405 = -298926.970053
  nChanged 23
		SP:Iteration 18Q (116457.950000 sec): 3 clusters
  Score: Raw -301580.934449 + Penalty 2641.118405 = -298939.816045
  nChanged 19
		SP:Iteration 19Q (116458.010000 sec): 3 clusters
  Score: Raw -301590.031145 + Penalty 2641.118405 = -298948.912740
  nChanged 16
		SP:Iteration 20F (116458.080000 sec): 3 clusters
  Score: Raw -301595.954537 + Penalty 2641.118405 = -298954.836133
  nChanged 13
		SP:Iteration 21Q (116458.140000 sec): 3 clusters
  Score: Raw -301601.262418 + Penalty 2641.118405 = -298960.144013
  nChanged 10
		SP:Iteration 22Q (116458.200000 sec): 3 clusters
  Score: Raw -301605.290864 + Penalty 2641.118405 = -298964.172459
  nChanged 9
		SP:Iteration 23Q (116458.270000 sec): 3 clusters
  Score: Raw -301608.998866 + Penalty 2641.118405 = -298967.880462
  nChanged 7
		SP:Iteration 24Q (116458.330000 sec): 3 clusters
  Score: Raw -301611.125077 + Penalty 2641.118405 = -298970.006673
  nChanged 3
		SP:Iteration 25Q (116458.400000 sec): 3 clusters
  Score: Raw -301611.890050 + Penalty 2641.118405 = -298970.771645
  nChanged 2
		SP:Iteration 26Q (116458.460000 sec): 3 clusters
  Score: Raw -301612.534081 + Penalty 2641.118405 = -298971.415676
  nChanged 4
		SP:Iteration 27Q (116458.520000 sec): 3 clusters
  Score: Raw -301613.781053 + Penalty 2641.118405 = -298972.662648
  nChanged 4
		SP:Iteration 28Q (116458.590000 sec): 3 clusters
  Score: Raw -301615.731055 + Penalty 2641.118405 = -298974.612650
  nChanged 9
		SP:Iteration 29Q (116458.650000 sec): 3 clusters
  Score: Raw -301619.647007 + Penalty 2641.118405 = -298978.528602
  nChanged 12
		SP:Iteration 30Q (116458.720000 sec): 3 clusters
  Score: Raw -301624.379531 + Penalty 2641.118405 = -298983.261127
  nChanged 8
		SP:Iteration 31Q (116458.780000 sec): 3 clusters
  Score: Raw -301627.681353 + Penalty 2641.118405 = -298986.562948
  nChanged 11
		SP:Iteration 32Q (116458.840000 sec): 3 clusters
  Score: Raw -301633.686659 + Penalty 2641.118405 = -298992.568254
  nChanged 11
		SP:Iteration 33Q (116458.900000 sec): 3 clusters
  Score: Raw -301638.460805 + Penalty 2641.118405 = -298997.342400
  nChanged 12
		SP:Iteration 34Q (116458.970000 sec): 3 clusters
  Score: Raw -301646.858724 + Penalty 2641.118405 = -299005.740320
  nChanged 15
		SP:Iteration 35Q (116459.030000 sec): 3 clusters
  Score: Raw -301652.033939 + Penalty 2641.118405 = -299010.915534
  nChanged 7
		SP:Iteration 36Q (116459.090000 sec): 3 clusters
  Score: Raw -301655.357046 + Penalty 2641.118405 = -299014.238641
  nChanged 5
		SP:Iteration 37Q (116459.160000 sec): 3 clusters
  Score: Raw -301657.904695 + Penalty 2641.118405 = -299016.786290
  nChanged 13
		SP:Iteration 38Q (116459.220000 sec): 3 clusters
  Score: Raw -301662.662753 + Penalty 2641.118405 = -299021.544348
  nChanged 8
		SP:Iteration 39Q (116459.280000 sec): 3 clusters
  Score: Raw -301664.892843 + Penalty 2641.118405 = -299023.774438
  nChanged 4
		SP:Iteration 40F (116459.340000 sec): 3 clusters
  Score: Raw -301665.868739 + Penalty 2641.118405 = -299024.750334
  nChanged 6
		SP:Iteration 41Q (116459.410000 sec): 3 clusters
  Score: Raw -301668.174735 + Penalty 2641.118405 = -299027.056330
  nChanged 7
		SP:Iteration 42Q (116459.470000 sec): 3 clusters
  Score: Raw -301671.648840 + Penalty 2641.118405 = -299030.530435
  nChanged 10
		SP:Iteration 43Q (116459.540000 sec): 3 clusters
  Score: Raw -301674.836985 + Penalty 2641.118405 = -299033.718580
  nChanged 5
		SP:Iteration 44Q (116459.600000 sec): 3 clusters
  Score: Raw -301675.790409 + Penalty 2641.118405 = -299034.672004
  nChanged 3
		SP:Iteration 45Q (116459.660000 sec): 3 clusters
  Score: Raw -301677.331162 + Penalty 2641.118405 = -299036.212758
  nChanged 4
		SP:Iteration 46Q (116459.730000 sec): 3 clusters
  Score: Raw -301679.222649 + Penalty 2641.118405 = -299038.104244
  nChanged 8
		SP:Iteration 47Q (116459.790000 sec): 3 clusters
  Score: Raw -301681.840957 + Penalty 2641.118405 = -299040.722552
  nChanged 4
		SP:Iteration 48Q (116459.860000 sec): 3 clusters
  Score: Raw -301682.938114 + Penalty 2641.118405 = -299041.819709
  nChanged 3
		SP:Iteration 49Q (116459.920000 sec): 3 clusters
  Score: Raw -301683.818793 + Penalty 2641.118405 = -299042.700389
  nChanged 5
		SP:Iteration 50Q (116459.980000 sec): 3 clusters
  Score: Raw -301685.665866 + Penalty 2641.118405 = -299044.547461
  nChanged 7
		SP:Iteration 51Q (116460.040000 sec): 3 clusters
  Score: Raw -301688.702552 + Penalty 2641.118405 = -299047.584148
  nChanged 6
		SP:Iteration 52Q (116460.110000 sec): 3 clusters
  Score: Raw -301690.479219 + Penalty 2641.118405 = -299049.360814
  nChanged 4
		SP:Iteration 53Q (116460.170000 sec): 3 clusters
  Score: Raw -301691.616084 + Penalty 2641.118405 = -299050.497679
  nChanged 3
		SP:Iteration 54Q (116460.240000 sec): 3 clusters
  Score: Raw -301692.729509 + Penalty 2641.118405 = -299051.611104
  nChanged 3
		SP:Iteration 55Q (116460.300000 sec): 3 clusters
  Score: Raw -301693.481567 + Penalty 2641.118405 = -299052.363162
  nChanged 2
		SP:Iteration 56Q (116460.360000 sec): 3 clusters
  Score: Raw -301694.795370 + Penalty 2641.118405 = -299053.676965
  nChanged 3
		SP:Iteration 57Q (116460.420000 sec): 3 clusters
  Score: Raw -301695.403665 + Penalty 2641.118405 = -299054.285260
  nChanged 0
		SP:Iteration 58F (116460.490000 sec): 3 clusters
  Score: Raw -301695.403665 + Penalty 2641.118405 = -299054.285260
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 79 (1846 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (116460.550000 sec): 2 clusters
  Score: Raw -145298.399966 + Penalty 1222.126167 = -144076.273799
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (116460.590000 sec): 3 clusters
  Score: Raw -144519.164131 + Penalty 2444.252335 = -142074.911796
  nChanged 630
		SP:Iteration 1F (116460.620000 sec): 3 clusters
  Score: Raw -144963.988484 + Penalty 2444.252335 = -142519.736149
  nChanged 184
		SP:Iteration 2F (116460.660000 sec): 3 clusters
  Score: Raw -145177.895990 + Penalty 2444.252335 = -142733.643656
  nChanged 140
		SP:Iteration 3F (116460.690000 sec): 3 clusters
  Score: Raw -145360.352314 + Penalty 2444.252335 = -142916.099979
  nChanged 106
		SP:Iteration 4F (116460.730000 sec): 3 clusters
  Score: Raw -145521.131300 + Penalty 2444.252335 = -143076.878965
  nChanged 98
		SP:Iteration 5F (116460.760000 sec): 3 clusters
  Score: Raw -145639.530630 + Penalty 2444.252335 = -143195.278295
  nChanged 66
		SP:Iteration 6Q (116460.800000 sec): 3 clusters
  Score: Raw -145712.637759 + Penalty 2444.252335 = -143268.385424
  nChanged 48
		SP:Iteration 7Q (116460.830000 sec): 3 clusters
  Score: Raw -145761.340085 + Penalty 2444.252335 = -143317.087750
  nChanged 36
		SP:Iteration 8Q (116460.870000 sec): 3 clusters
  Score: Raw -145794.428994 + Penalty 2444.252335 = -143350.176659
  nChanged 20
		SP:Iteration 9Q (116460.900000 sec): 3 clusters
  Score: Raw -145810.268660 + Penalty 2444.252335 = -143366.016325
  nChanged 21
		SP:Iteration 10Q (116460.940000 sec): 3 clusters
  Score: Raw -145831.445437 + Penalty 2444.252335 = -143387.193102
  nChanged 30
		SP:Iteration 11Q (116460.970000 sec): 3 clusters
  Score: Raw -145867.976715 + Penalty 2444.252335 = -143423.724380
  nChanged 37
		SP:Iteration 12Q (116461.010000 sec): 3 clusters
  Score: Raw -145918.195947 + Penalty 2444.252335 = -143473.943612
  nChanged 38
		SP:Iteration 13Q (116461.040000 sec): 3 clusters
  Score: Raw -145957.369730 + Penalty 2444.252335 = -143513.117395
  nChanged 31
		SP:Iteration 14Q (116461.080000 sec): 3 clusters
  Score: Raw -145988.323776 + Penalty 2444.252335 = -143544.071441
  nChanged 21
		SP:Iteration 15Q (116461.110000 sec): 3 clusters
  Score: Raw -146012.179120 + Penalty 2444.252335 = -143567.926785
  nChanged 19
		SP:Iteration 16Q (116461.150000 sec): 3 clusters
  Score: Raw -146035.808309 + Penalty 2444.252335 = -143591.555974
  nChanged 16
		SP:Iteration 17Q (116461.180000 sec): 3 clusters
  Score: Raw -146058.939902 + Penalty 2444.252335 = -143614.687567
  nChanged 20
		SP:Iteration 18Q (116461.220000 sec): 3 clusters
  Score: Raw -146082.768570 + Penalty 2444.252335 = -143638.516235
  nChanged 21
		SP:Iteration 19Q (116461.250000 sec): 3 clusters
  Score: Raw -146108.898645 + Penalty 2444.252335 = -143664.646310
  nChanged 18
		SP:Iteration 20F (116461.280000 sec): 3 clusters
  Score: Raw -146124.646013 + Penalty 2444.252335 = -143680.393678
  nChanged 9
		SP:Iteration 21Q (116461.320000 sec): 3 clusters
  Score: Raw -146136.123015 + Penalty 2444.252335 = -143691.870680
  nChanged 5
		SP:Iteration 22Q (116461.350000 sec): 3 clusters
  Score: Raw -146144.003357 + Penalty 2444.252335 = -143699.751022
  nChanged 6
		SP:Iteration 23Q (116461.380000 sec): 3 clusters
  Score: Raw -146154.258530 + Penalty 2444.252335 = -143710.006196
  nChanged 4
		SP:Iteration 24Q (116461.420000 sec): 3 clusters
  Score: Raw -146158.023387 + Penalty 2444.252335 = -143713.771052
  nChanged 4
		SP:Iteration 25Q (116461.450000 sec): 3 clusters
  Score: Raw -146160.015246 + Penalty 2444.252335 = -143715.762911
  nChanged 2
		SP:Iteration 26Q (116461.480000 sec): 3 clusters
  Score: Raw -146161.271378 + Penalty 2444.252335 = -143717.019043
  nChanged 3
		SP:Iteration 27Q (116461.520000 sec): 3 clusters
  Score: Raw -146162.765694 + Penalty 2444.252335 = -143718.513359
  nChanged 4
		SP:Iteration 28Q (116461.550000 sec): 3 clusters
  Score: Raw -146166.899162 + Penalty 2444.252335 = -143722.646827
  nChanged 1
		SP:Iteration 29Q (116461.580000 sec): 3 clusters
  Score: Raw -146167.077438 + Penalty 2444.252335 = -143722.825103
  nChanged 0
		SP:Iteration 30F (116461.620000 sec): 3 clusters
  Score: Raw -146167.077438 + Penalty 2444.252335 = -143722.825103
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 80 (545 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (116461.660000 sec): 2 clusters
  Score: Raw -49461.878464 + Penalty 1023.877692 = -48438.000772
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (116461.670000 sec): 3 clusters
  Score: Raw -49331.997413 + Penalty 2047.755383 = -47284.242030
  nChanged 133
		SP:Iteration 1F (116461.680000 sec): 3 clusters
  Score: Raw -49487.653825 + Penalty 2047.755383 = -47439.898441
  nChanged 40
		SP:Iteration 2F (116461.690000 sec): 3 clusters
  Score: Raw -49555.212650 + Penalty 2047.755383 = -47507.457267
  nChanged 23
		SP:Iteration 3Q (116461.700000 sec): 3 clusters
  Score: Raw -49609.812503 + Penalty 2047.755383 = -47562.057120
  nChanged 11
		SP:Iteration 4Q (116461.720000 sec): 3 clusters
  Score: Raw -49635.488415 + Penalty 2047.755383 = -47587.733031
  nChanged 9
		SP:Iteration 5Q (116461.730000 sec): 3 clusters
  Score: Raw -49656.889448 + Penalty 2047.755383 = -47609.134065
  nChanged 6
		SP:Iteration 6Q (116461.740000 sec): 3 clusters
  Score: Raw -49676.321337 + Penalty 2047.755383 = -47628.565954
  nChanged 13
		SP:Iteration 7Q (116461.750000 sec): 3 clusters
  Score: Raw -49692.524595 + Penalty 2047.755383 = -47644.769211
  nChanged 10
		SP:Iteration 8Q (116461.760000 sec): 3 clusters
  Score: Raw -49710.505569 + Penalty 2047.755383 = -47662.750186
  nChanged 6
		SP:Iteration 9Q (116461.770000 sec): 3 clusters
  Score: Raw -49719.171062 + Penalty 2047.755383 = -47671.415679
  nChanged 6
		SP:Iteration 10Q (116461.780000 sec): 3 clusters
  Score: Raw -49728.781354 + Penalty 2047.755383 = -47681.025971
  nChanged 5
		SP:Iteration 11Q (116461.800000 sec): 3 clusters
  Score: Raw -49736.517467 + Penalty 2047.755383 = -47688.762084
  nChanged 6
		SP:Iteration 12Q (116461.810000 sec): 3 clusters
  Score: Raw -49741.841139 + Penalty 2047.755383 = -47694.085755
  nChanged 5
		SP:Iteration 13Q (116461.820000 sec): 3 clusters
  Score: Raw -49746.595875 + Penalty 2047.755383 = -47698.840492
  nChanged 2
		SP:Iteration 14Q (116461.830000 sec): 3 clusters
  Score: Raw -49750.207578 + Penalty 2047.755383 = -47702.452195
  nChanged 1
		SP:Iteration 15Q (116461.840000 sec): 3 clusters
  Score: Raw -49751.669909 + Penalty 2047.755383 = -47703.914526
  nChanged 1
		SP:Iteration 16Q (116461.850000 sec): 3 clusters
  Score: Raw -49752.383335 + Penalty 2047.755383 = -47704.627952
  nChanged 1
		SP:Iteration 17Q (116461.860000 sec): 3 clusters
  Score: Raw -49756.072984 + Penalty 2047.755383 = -47708.317600
  nChanged 2
		SP:Iteration 18Q (116461.870000 sec): 3 clusters
  Score: Raw -49759.810174 + Penalty 2047.755383 = -47712.054791
  nChanged 3
		SP:Iteration 19Q (116461.880000 sec): 3 clusters
  Score: Raw -49763.302798 + Penalty 2047.755383 = -47715.547414
  nChanged 1
		SP:Iteration 20F (116461.900000 sec): 3 clusters
  Score: Raw -49764.423284 + Penalty 2047.755383 = -47716.667901
  nChanged 1
		SP:Iteration 21Q (116461.910000 sec): 3 clusters
  Score: Raw -49766.402659 + Penalty 2047.755383 = -47718.647276
  nChanged 1
		SP:Iteration 22Q (116461.920000 sec): 3 clusters
  Score: Raw -49768.276272 + Penalty 2047.755383 = -47720.520889
  nChanged 1
		SP:Iteration 23Q (116461.930000 sec): 3 clusters
  Score: Raw -49769.689521 + Penalty 2047.755383 = -47721.934138
  nChanged 1
		SP:Iteration 24Q (116461.940000 sec): 3 clusters
  Score: Raw -49770.595000 + Penalty 2047.755383 = -47722.839617
  nChanged 0
		SP:Iteration 25F (116461.960000 sec): 3 clusters
  Score: Raw -49770.595000 + Penalty 2047.755383 = -47722.839617
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 81 (5320 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (116462.040000 sec): 2 clusters
  Score: Raw -455500.375810 + Penalty 1394.124645 = -454106.251166
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (116462.140000 sec): 3 clusters
  Score: Raw -452656.362237 + Penalty 2788.249289 = -449868.112948
  nChanged 2185
		SP:Iteration 1F (116462.230000 sec): 3 clusters
  Score: Raw -453867.768422 + Penalty 2788.249289 = -451079.519133
  nChanged 347
		SP:Iteration 2F (116462.320000 sec): 3 clusters
  Score: Raw -454028.883075 + Penalty 2788.249289 = -451240.633786
  nChanged 253
		SP:Iteration 3Q (116462.420000 sec): 3 clusters
  Score: Raw -454144.247768 + Penalty 2788.249289 = -451355.998479
  nChanged 221
		SP:Iteration 4Q (116462.520000 sec): 3 clusters
  Score: Raw -454248.364103 + Penalty 2788.249289 = -451460.114814
  nChanged 204
		SP:Iteration 5Q (116462.620000 sec): 3 clusters
  Score: Raw -454344.759734 + Penalty 2788.249289 = -451556.510445
  nChanged 198
		SP:Iteration 6Q (116462.710000 sec): 3 clusters
  Score: Raw -454439.648111 + Penalty 2788.249289 = -451651.398821
  nChanged 174
		SP:Iteration 7Q (116462.810000 sec): 3 clusters
  Score: Raw -454526.450488 + Penalty 2788.249289 = -451738.201199
  nChanged 168
		SP:Iteration 8Q (116462.910000 sec): 3 clusters
  Score: Raw -454602.082616 + Penalty 2788.249289 = -451813.833327
  nChanged 143
		SP:Iteration 9Q (116463.010000 sec): 3 clusters
  Score: Raw -454659.324790 + Penalty 2788.249289 = -451871.075501
  nChanged 132
		SP:Iteration 10Q (116463.100000 sec): 3 clusters
  Score: Raw -454715.471602 + Penalty 2788.249289 = -451927.222312
  nChanged 131
		SP:Iteration 11Q (116463.200000 sec): 3 clusters
  Score: Raw -454771.253125 + Penalty 2788.249289 = -451983.003836
  nChanged 134
		SP:Iteration 12Q (116463.300000 sec): 3 clusters
  Score: Raw -454831.879710 + Penalty 2788.249289 = -452043.630421
  nChanged 135
		SP:Iteration 13Q (116463.400000 sec): 3 clusters
  Score: Raw -454905.183378 + Penalty 2788.249289 = -452116.934089
  nChanged 143
		SP:Iteration 14Q (116463.500000 sec): 3 clusters
  Score: Raw -454981.872324 + Penalty 2788.249289 = -452193.623034
  nChanged 151
		SP:Iteration 15Q (116463.590000 sec): 3 clusters
  Score: Raw -455064.237785 + Penalty 2788.249289 = -452275.988496
  nChanged 148
		SP:Iteration 16Q (116463.690000 sec): 3 clusters
  Score: Raw -455152.322175 + Penalty 2788.249289 = -452364.072885
  nChanged 131
		SP:Iteration 17Q (116463.790000 sec): 3 clusters
  Score: Raw -455242.852044 + Penalty 2788.249289 = -452454.602755
  nChanged 137
		SP:Iteration 18Q (116463.880000 sec): 3 clusters
  Score: Raw -455342.577438 + Penalty 2788.249289 = -452554.328149
  nChanged 127
		SP:Iteration 19Q (116463.980000 sec): 3 clusters
  Score: Raw -455444.840556 + Penalty 2788.249289 = -452656.591267
  nChanged 106
		SP:Iteration 20F (116464.080000 sec): 3 clusters
  Score: Raw -455534.745200 + Penalty 2788.249289 = -452746.495911
  nChanged 93
		SP:Iteration 21Q (116464.170000 sec): 3 clusters
  Score: Raw -455613.527730 + Penalty 2788.249289 = -452825.278440
  nChanged 65
		SP:Iteration 22Q (116464.260000 sec): 3 clusters
  Score: Raw -455673.790529 + Penalty 2788.249289 = -452885.541240
  nChanged 47
		SP:Iteration 23Q (116464.360000 sec): 3 clusters
  Score: Raw -455716.498162 + Penalty 2788.249289 = -452928.248873
  nChanged 36
		SP:Iteration 24Q (116464.450000 sec): 3 clusters
  Score: Raw -455743.002916 + Penalty 2788.249289 = -452954.753627
  nChanged 19
		SP:Iteration 25Q (116464.540000 sec): 3 clusters
  Score: Raw -455754.452826 + Penalty 2788.249289 = -452966.203536
  nChanged 14
		SP:Iteration 26Q (116464.640000 sec): 3 clusters
  Score: Raw -455765.420729 + Penalty 2788.249289 = -452977.171439
  nChanged 10
		SP:Iteration 27Q (116464.730000 sec): 3 clusters
  Score: Raw -455770.551234 + Penalty 2788.249289 = -452982.301945
  nChanged 7
		SP:Iteration 28Q (116464.820000 sec): 3 clusters
  Score: Raw -455774.112249 + Penalty 2788.249289 = -452985.862960
  nChanged 3
		SP:Iteration 29Q (116464.910000 sec): 3 clusters
  Score: Raw -455775.338426 + Penalty 2788.249289 = -452987.089137
  nChanged 0
		SP:Iteration 30F (116465.000000 sec): 3 clusters
  Score: Raw -455775.338426 + Penalty 2788.249289 = -452987.089137
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 82 (265 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (116465.050000 sec): 2 clusters
  Score: Raw -19614.469443 + Penalty 906.706097 = -18707.763346
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (116465.060000 sec): 3 clusters
  Score: Raw -19694.104870 + Penalty 1813.412193 = -17880.692677
  nChanged 52
		SP:Iteration 1F (116465.060000 sec): 3 clusters
  Score: Raw -19822.435922 + Penalty 1813.412193 = -18009.023729
  nChanged 16
		SP:Iteration 2F (116465.070000 sec): 3 clusters
  Score: Raw -19875.423085 + Penalty 1813.412193 = -18062.010892
  nChanged 7
		SP:Iteration 3Q (116465.080000 sec): 3 clusters
  Score: Raw -19928.593141 + Penalty 1813.412193 = -18115.180948
  nChanged 6
		SP:Iteration 4Q (116465.080000 sec): 3 clusters
  Score: Raw -19947.930629 + Penalty 1813.412193 = -18134.518436
  nChanged 3
		SP:Iteration 5Q (116465.090000 sec): 3 clusters
  Score: Raw -19955.878373 + Penalty 1813.412193 = -18142.466180
  nChanged 2
		SP:Iteration 6Q (116465.100000 sec): 3 clusters
  Score: Raw -19960.548794 + Penalty 1813.412193 = -18147.136600
  nChanged 1
		SP:Iteration 7Q (116465.100000 sec): 3 clusters
  Score: Raw -19962.704956 + Penalty 1813.412193 = -18149.292763
  nChanged 0
		SP:Iteration 8F (116465.110000 sec): 3 clusters
  Score: Raw -19962.704956 + Penalty 1813.412193 = -18149.292763
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 83 (1377 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (116465.160000 sec): 2 clusters
  Score: Raw -120525.375957 + Penalty 1174.495156 = -119350.880801
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (116465.190000 sec): 3 clusters
  Score: Raw -119995.798392 + Penalty 2348.990312 = -117646.808080
  nChanged 456
		SP:Iteration 1F (116465.220000 sec): 3 clusters
  Score: Raw -120347.919901 + Penalty 2348.990312 = -117998.929589
  nChanged 114
		SP:Iteration 2F (116465.240000 sec): 3 clusters
  Score: Raw -120451.305519 + Penalty 2348.990312 = -118102.315207
  nChanged 77
		SP:Iteration 3F (116465.270000 sec): 3 clusters
  Score: Raw -120511.239435 + Penalty 2348.990312 = -118162.249123
  nChanged 37
		SP:Iteration 4Q (116465.300000 sec): 3 clusters
  Score: Raw -120536.283684 + Penalty 2348.990312 = -118187.293372
  nChanged 20
		SP:Iteration 5Q (116465.320000 sec): 3 clusters
  Score: Raw -120551.444884 + Penalty 2348.990312 = -118202.454572
  nChanged 20
		SP:Iteration 6Q (116465.350000 sec): 3 clusters
  Score: Raw -120569.225714 + Penalty 2348.990312 = -118220.235402
  nChanged 18
		SP:Iteration 7Q (116465.380000 sec): 3 clusters
  Score: Raw -120591.699693 + Penalty 2348.990312 = -118242.709381
  nChanged 26
		SP:Iteration 8Q (116465.400000 sec): 3 clusters
  Score: Raw -120616.602863 + Penalty 2348.990312 = -118267.612551
  nChanged 22
		SP:Iteration 9Q (116465.430000 sec): 3 clusters
  Score: Raw -120637.453746 + Penalty 2348.990312 = -118288.463434
  nChanged 21
		SP:Iteration 10Q (116465.460000 sec): 3 clusters
  Score: Raw -120655.479744 + Penalty 2348.990312 = -118306.489432
  nChanged 21
		SP:Iteration 11Q (116465.480000 sec): 3 clusters
  Score: Raw -120673.522792 + Penalty 2348.990312 = -118324.532480
  nChanged 18
		SP:Iteration 12Q (116465.510000 sec): 3 clusters
  Score: Raw -120689.549357 + Penalty 2348.990312 = -118340.559045
  nChanged 18
		SP:Iteration 13Q (116465.540000 sec): 3 clusters
  Score: Raw -120701.065353 + Penalty 2348.990312 = -118352.075040
  nChanged 14
		SP:Iteration 14Q (116465.560000 sec): 3 clusters
  Score: Raw -120709.111618 + Penalty 2348.990312 = -118360.121306
  nChanged 4
		SP:Iteration 15Q (116465.590000 sec): 3 clusters
  Score: Raw -120711.152425 + Penalty 2348.990312 = -118362.162113
  nChanged 4
		SP:Iteration 16Q (116465.620000 sec): 3 clusters
  Score: Raw -120714.549221 + Penalty 2348.990312 = -118365.558908
  nChanged 5
		SP:Iteration 17Q (116465.640000 sec): 3 clusters
  Score: Raw -120718.410590 + Penalty 2348.990312 = -118369.420278
  nChanged 6
		SP:Iteration 18Q (116465.670000 sec): 3 clusters
  Score: Raw -120722.351459 + Penalty 2348.990312 = -118373.361147
  nChanged 4
		SP:Iteration 19Q (116465.700000 sec): 3 clusters
  Score: Raw -120725.597494 + Penalty 2348.990312 = -118376.607182
  nChanged 10
		SP:Iteration 20F (116465.720000 sec): 3 clusters
  Score: Raw -120733.315480 + Penalty 2348.990312 = -118384.325168
  nChanged 8
		SP:Iteration 21Q (116465.750000 sec): 3 clusters
  Score: Raw -120739.428544 + Penalty 2348.990312 = -118390.438232
  nChanged 5
		SP:Iteration 22Q (116465.780000 sec): 3 clusters
  Score: Raw -120741.368010 + Penalty 2348.990312 = -118392.377698
  nChanged 0
		SP:Iteration 23F (116465.800000 sec): 3 clusters
  Score: Raw -120741.368010 + Penalty 2348.990312 = -118392.377698
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 84 (2196 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (116465.860000 sec): 2 clusters
  Score: Raw -191653.883229 + Penalty 1250.338830 = -190403.544398
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (116465.910000 sec): 3 clusters
  Score: Raw -190713.342808 + Penalty 2500.677661 = -188212.665147
  nChanged 786
		SP:Iteration 1F (116465.950000 sec): 3 clusters
  Score: Raw -191242.775998 + Penalty 2500.677661 = -188742.098337
  nChanged 161
		SP:Iteration 2F (116466.000000 sec): 3 clusters
  Score: Raw -191359.137569 + Penalty 2500.677661 = -188858.459908
  nChanged 131
		SP:Iteration 3F (116466.040000 sec): 3 clusters
  Score: Raw -191480.730576 + Penalty 2500.677661 = -188980.052916
  nChanged 121
		SP:Iteration 4F (116466.080000 sec): 3 clusters
  Score: Raw -191598.678706 + Penalty 2500.677661 = -189098.001045
  nChanged 121
		SP:Iteration 5F (116466.130000 sec): 3 clusters
  Score: Raw -191725.721497 + Penalty 2500.677661 = -189225.043836
  nChanged 113
		SP:Iteration 6F (116466.170000 sec): 3 clusters
  Score: Raw -191829.827041 + Penalty 2500.677661 = -189329.149381
  nChanged 95
		SP:Iteration 7Q (116466.220000 sec): 3 clusters
  Score: Raw -191913.730878 + Penalty 2500.677661 = -189413.053217
  nChanged 71
		SP:Iteration 8Q (116466.260000 sec): 3 clusters
  Score: Raw -191975.137554 + Penalty 2500.677661 = -189474.459893
  nChanged 66
		SP:Iteration 9Q (116466.300000 sec): 3 clusters
  Score: Raw -192023.114719 + Penalty 2500.677661 = -189522.437058
  nChanged 48
		SP:Iteration 10Q (116466.350000 sec): 3 clusters
  Score: Raw -192059.407433 + Penalty 2500.677661 = -189558.729772
  nChanged 44
		SP:Iteration 11Q (116466.390000 sec): 3 clusters
  Score: Raw -192096.774658 + Penalty 2500.677661 = -189596.096998
  nChanged 41
		SP:Iteration 12Q (116466.440000 sec): 3 clusters
  Score: Raw -192132.523294 + Penalty 2500.677661 = -189631.845633
  nChanged 44
		SP:Iteration 13Q (116466.480000 sec): 3 clusters
  Score: Raw -192164.102548 + Penalty 2500.677661 = -189663.424887
  nChanged 29
		SP:Iteration 14Q (116466.520000 sec): 3 clusters
  Score: Raw -192184.367181 + Penalty 2500.677661 = -189683.689520
  nChanged 18
		SP:Iteration 15Q (116466.570000 sec): 3 clusters
  Score: Raw -192198.863179 + Penalty 2500.677661 = -189698.185518
  nChanged 17
		SP:Iteration 16Q (116466.610000 sec): 3 clusters
  Score: Raw -192217.056576 + Penalty 2500.677661 = -189716.378916
  nChanged 19
		SP:Iteration 17Q (116466.650000 sec): 3 clusters
  Score: Raw -192234.726799 + Penalty 2500.677661 = -189734.049138
  nChanged 20
		SP:Iteration 18Q (116466.700000 sec): 3 clusters
  Score: Raw -192252.481006 + Penalty 2500.677661 = -189751.803345
  nChanged 14
		SP:Iteration 19Q (116466.740000 sec): 3 clusters
  Score: Raw -192263.308688 + Penalty 2500.677661 = -189762.631027
  nChanged 21
		SP:Iteration 20F (116466.780000 sec): 3 clusters
  Score: Raw -192279.390990 + Penalty 2500.677661 = -189778.713329
  nChanged 17
		SP:Iteration 21Q (116466.830000 sec): 3 clusters
  Score: Raw -192289.856361 + Penalty 2500.677661 = -189789.178700
  nChanged 12
		SP:Iteration 22Q (116466.870000 sec): 3 clusters
  Score: Raw -192302.866768 + Penalty 2500.677661 = -189802.189107
  nChanged 11
		SP:Iteration 23Q (116466.920000 sec): 3 clusters
  Score: Raw -192309.231668 + Penalty 2500.677661 = -189808.554007
  nChanged 7
		SP:Iteration 24Q (116466.960000 sec): 3 clusters
  Score: Raw -192312.333212 + Penalty 2500.677661 = -189811.655551
  nChanged 7
		SP:Iteration 25Q (116467.000000 sec): 3 clusters
  Score: Raw -192314.983234 + Penalty 2500.677661 = -189814.305573
  nChanged 3
		SP:Iteration 26Q (116467.050000 sec): 3 clusters
  Score: Raw -192316.507645 + Penalty 2500.677661 = -189815.829984
  nChanged 2
		SP:Iteration 27Q (116467.090000 sec): 3 clusters
  Score: Raw -192317.694559 + Penalty 2500.677661 = -189817.016898
  nChanged 2
		SP:Iteration 28Q (116467.140000 sec): 3 clusters
  Score: Raw -192318.444995 + Penalty 2500.677661 = -189817.767334
  nChanged 0
		SP:Iteration 29F (116467.180000 sec): 3 clusters
  Score: Raw -192318.444995 + Penalty 2500.677661 = -189817.767334
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 85 (2452 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (116467.240000 sec): 2 clusters
  Score: Raw -211753.708388 + Penalty 1268.257136 = -210485.451252
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (116467.300000 sec): 3 clusters
  Score: Raw -210649.000473 + Penalty 2536.514272 = -208112.486201
  nChanged 922
		SP:Iteration 1F (116467.340000 sec): 3 clusters
  Score: Raw -211248.420258 + Penalty 2536.514272 = -208711.905987
  nChanged 213
		SP:Iteration 2F (116467.390000 sec): 3 clusters
  Score: Raw -211410.403476 + Penalty 2536.514272 = -208873.889204
  nChanged 139
		SP:Iteration 3F (116467.440000 sec): 3 clusters
  Score: Raw -211536.104123 + Penalty 2536.514272 = -208999.589852
  nChanged 141
		SP:Iteration 4F (116467.490000 sec): 3 clusters
  Score: Raw -211644.254007 + Penalty 2536.514272 = -209107.739736
  nChanged 103
		SP:Iteration 5Q (116467.540000 sec): 3 clusters
  Score: Raw -211727.784971 + Penalty 2536.514272 = -209191.270700
  nChanged 77
		SP:Iteration 6Q (116467.590000 sec): 3 clusters
  Score: Raw -211782.182502 + Penalty 2536.514272 = -209245.668230
  nChanged 54
		SP:Iteration 7Q (116467.640000 sec): 3 clusters
  Score: Raw -211814.830263 + Penalty 2536.514272 = -209278.315991
  nChanged 50
		SP:Iteration 8Q (116467.690000 sec): 3 clusters
  Score: Raw -211846.263006 + Penalty 2536.514272 = -209309.748734
  nChanged 35
		SP:Iteration 9Q (116467.740000 sec): 3 clusters
  Score: Raw -211864.086154 + Penalty 2536.514272 = -209327.571882
  nChanged 34
		SP:Iteration 10Q (116467.780000 sec): 3 clusters
  Score: Raw -211880.601648 + Penalty 2536.514272 = -209344.087377
  nChanged 23
		SP:Iteration 11Q (116467.830000 sec): 3 clusters
  Score: Raw -211890.036674 + Penalty 2536.514272 = -209353.522403
  nChanged 15
		SP:Iteration 12Q (116467.880000 sec): 3 clusters
  Score: Raw -211896.947777 + Penalty 2536.514272 = -209360.433505
  nChanged 9
		SP:Iteration 13Q (116467.930000 sec): 3 clusters
  Score: Raw -211900.811091 + Penalty 2536.514272 = -209364.296819
  nChanged 7
		SP:Iteration 14Q (116467.980000 sec): 3 clusters
  Score: Raw -211903.139608 + Penalty 2536.514272 = -209366.625337
  nChanged 5
		SP:Iteration 15Q (116468.030000 sec): 3 clusters
  Score: Raw -211904.746394 + Penalty 2536.514272 = -209368.232122
  nChanged 1
		SP:Iteration 16Q (116468.080000 sec): 3 clusters
  Score: Raw -211905.161032 + Penalty 2536.514272 = -209368.646760
  nChanged 0
		SP:Iteration 17F (116468.120000 sec): 3 clusters
  Score: Raw -211905.161032 + Penalty 2536.514272 = -209368.646760
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 86 (1090 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (116468.180000 sec): 2 clusters
  Score: Raw -79020.162473 + Penalty 1136.514108 = -77883.648365
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (116468.200000 sec): 3 clusters
  Score: Raw -78724.297457 + Penalty 2273.028217 = -76451.269240
  nChanged 347
		SP:Iteration 1F (116468.220000 sec): 3 clusters
  Score: Raw -79113.413655 + Penalty 2273.028217 = -76840.385438
  nChanged 96
		SP:Iteration 2F (116468.240000 sec): 3 clusters
  Score: Raw -79266.501670 + Penalty 2273.028217 = -76993.473454
  nChanged 75
		SP:Iteration 3F (116468.270000 sec): 3 clusters
  Score: Raw -79411.084551 + Penalty 2273.028217 = -77138.056334
  nChanged 57
		SP:Iteration 4F (116468.290000 sec): 3 clusters
  Score: Raw -79495.997128 + Penalty 2273.028217 = -77222.968911
  nChanged 29
		SP:Iteration 5Q (116468.310000 sec): 3 clusters
  Score: Raw -79540.159694 + Penalty 2273.028217 = -77267.131477
  nChanged 27
		SP:Iteration 6Q (116468.330000 sec): 3 clusters
  Score: Raw -79588.010241 + Penalty 2273.028217 = -77314.982024
  nChanged 27
		SP:Iteration 7Q (116468.360000 sec): 3 clusters
  Score: Raw -79633.850443 + Penalty 2273.028217 = -77360.822226
  nChanged 23
		SP:Iteration 8Q (116468.380000 sec): 3 clusters
  Score: Raw -79665.269755 + Penalty 2273.028217 = -77392.241538
  nChanged 14
		SP:Iteration 9Q (116468.400000 sec): 3 clusters
  Score: Raw -79685.297938 + Penalty 2273.028217 = -77412.269721
  nChanged 9
		SP:Iteration 10Q (116468.420000 sec): 3 clusters
  Score: Raw -79696.075166 + Penalty 2273.028217 = -77423.046949
  nChanged 6
		SP:Iteration 11Q (116468.440000 sec): 3 clusters
  Score: Raw -79701.868274 + Penalty 2273.028217 = -77428.840057
  nChanged 5
		SP:Iteration 12Q (116468.460000 sec): 3 clusters
  Score: Raw -79705.799596 + Penalty 2273.028217 = -77432.771380
  nChanged 2
		SP:Iteration 13Q (116468.480000 sec): 3 clusters
  Score: Raw -79707.970554 + Penalty 2273.028217 = -77434.942337
  nChanged 3
		SP:Iteration 14Q (116468.500000 sec): 3 clusters
  Score: Raw -79711.021761 + Penalty 2273.028217 = -77437.993544
  nChanged 6
		SP:Iteration 15Q (116468.530000 sec): 3 clusters
  Score: Raw -79717.425574 + Penalty 2273.028217 = -77444.397357
  nChanged 4
		SP:Iteration 16Q (116468.550000 sec): 3 clusters
  Score: Raw -79720.777169 + Penalty 2273.028217 = -77447.748952
  nChanged 4
		SP:Iteration 17Q (116468.570000 sec): 3 clusters
  Score: Raw -79724.198887 + Penalty 2273.028217 = -77451.170670
  nChanged 2
		SP:Iteration 18Q (116468.590000 sec): 3 clusters
  Score: Raw -79726.252946 + Penalty 2273.028217 = -77453.224729
  nChanged 0
		SP:Iteration 19F (116468.620000 sec): 3 clusters
  Score: Raw -79726.252946 + Penalty 2273.028217 = -77453.224729
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 87 (6158 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (116468.700000 sec): 2 clusters
  Score: Raw -555935.283750 + Penalty 1417.894941 = -554517.388810
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (116468.850000 sec): 3 clusters
  Score: Raw -552606.027222 + Penalty 2835.789882 = -549770.237340
  nChanged 2540
		SP:Iteration 1F (116468.960000 sec): 3 clusters
  Score: Raw -553984.822208 + Penalty 2835.789882 = -551149.032326
  nChanged 414
		SP:Iteration 2F (116469.060000 sec): 3 clusters
  Score: Raw -554179.806958 + Penalty 2835.789882 = -551344.017077
  nChanged 306
		SP:Iteration 3Q (116469.170000 sec): 3 clusters
  Score: Raw -554340.316085 + Penalty 2835.789882 = -551504.526204
  nChanged 289
		SP:Iteration 4Q (116469.280000 sec): 3 clusters
  Score: Raw -554531.598485 + Penalty 2835.789882 = -551695.808604
  nChanged 283
		SP:Iteration 5Q (116469.380000 sec): 3 clusters
  Score: Raw -554726.405962 + Penalty 2835.789882 = -551890.616081
  nChanged 276
		SP:Iteration 6Q (116469.480000 sec): 3 clusters
  Score: Raw -554949.631983 + Penalty 2835.789882 = -552113.842101
  nChanged 291
		SP:Iteration 7Q (116469.590000 sec): 3 clusters
  Score: Raw -555196.849083 + Penalty 2835.789882 = -552361.059201
  nChanged 300
		SP:Iteration 8Q (116469.700000 sec): 3 clusters
  Score: Raw -555428.943420 + Penalty 2835.789882 = -552593.153538
  nChanged 303
		SP:Iteration 9Q (116469.800000 sec): 3 clusters
  Score: Raw -555661.100662 + Penalty 2835.789882 = -552825.310780
  nChanged 285
		SP:Iteration 10Q (116469.910000 sec): 3 clusters
  Score: Raw -555880.014709 + Penalty 2835.789882 = -553044.224827
  nChanged 270
		SP:Iteration 11Q (116470.020000 sec): 3 clusters
  Score: Raw -556093.660763 + Penalty 2835.789882 = -553257.870881
  nChanged 250
		SP:Iteration 12Q (116470.120000 sec): 3 clusters
  Score: Raw -556284.264187 + Penalty 2835.789882 = -553448.474305
  nChanged 186
		SP:Iteration 13Q (116470.220000 sec): 3 clusters
  Score: Raw -556424.277200 + Penalty 2835.789882 = -553588.487318
  nChanged 145
		SP:Iteration 14Q (116470.320000 sec): 3 clusters
  Score: Raw -556521.866555 + Penalty 2835.789882 = -553686.076674
  nChanged 110
		SP:Iteration 15Q (116470.430000 sec): 3 clusters
  Score: Raw -556595.044227 + Penalty 2835.789882 = -553759.254345
  nChanged 94
		SP:Iteration 16Q (116470.530000 sec): 3 clusters
  Score: Raw -556660.984178 + Penalty 2835.789882 = -553825.194296
  nChanged 77
		SP:Iteration 17Q (116470.630000 sec): 3 clusters
  Score: Raw -556726.897738 + Penalty 2835.789882 = -553891.107857
  nChanged 75
		SP:Iteration 18Q (116470.730000 sec): 3 clusters
  Score: Raw -556800.113057 + Penalty 2835.789882 = -553964.323176
  nChanged 75
		SP:Iteration 19Q (116470.840000 sec): 3 clusters
  Score: Raw -556909.465409 + Penalty 2835.789882 = -554073.675528
  nChanged 83
		SP:Iteration 20F (116470.940000 sec): 3 clusters
  Score: Raw -557021.300450 + Penalty 2835.789882 = -554185.510569
  nChanged 45
		SP:Iteration 21Q (116471.040000 sec): 3 clusters
  Score: Raw -557056.216890 + Penalty 2835.789882 = -554220.427008
  nChanged 23
		SP:Iteration 22Q (116471.140000 sec): 3 clusters
  Score: Raw -557066.747686 + Penalty 2835.789882 = -554230.957804
  nChanged 14
		SP:Iteration 23Q (116471.240000 sec): 3 clusters
  Score: Raw -557071.011432 + Penalty 2835.789882 = -554235.221550
  nChanged 15
		SP:Iteration 24Q (116471.340000 sec): 3 clusters
  Score: Raw -557074.728556 + Penalty 2835.789882 = -554238.938675
  nChanged 6
		SP:Iteration 25Q (116471.440000 sec): 3 clusters
  Score: Raw -557076.570965 + Penalty 2835.789882 = -554240.781083
  nChanged 3
		SP:Iteration 26Q (116471.540000 sec): 3 clusters
  Score: Raw -557077.294357 + Penalty 2835.789882 = -554241.504476
  nChanged 2
		SP:Iteration 27Q (116471.640000 sec): 3 clusters
  Score: Raw -557077.845240 + Penalty 2835.789882 = -554242.055358
  nChanged 3
		SP:Iteration 28Q (116471.740000 sec): 3 clusters
  Score: Raw -557078.661712 + Penalty 2835.789882 = -554242.871830
  nChanged 2
		SP:Iteration 29Q (116471.850000 sec): 3 clusters
  Score: Raw -557078.998860 + Penalty 2835.789882 = -554243.208978
  nChanged 1
		SP:Iteration 30Q (116471.950000 sec): 3 clusters
  Score: Raw -557079.060367 + Penalty 2835.789882 = -554243.270485
  nChanged 0
		SP:Iteration 31F (116472.050000 sec): 3 clusters
  Score: Raw -557079.060367 + Penalty 2835.789882 = -554243.270485
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 88 (10458 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (116472.180000 sec): 2 clusters
  Score: Raw -902752.406579 + Penalty 1503.957409 = -901248.449170
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (116472.350000 sec): 3 clusters
  Score: Raw -896745.008374 + Penalty 3007.914817 = -893737.093557
  nChanged 4548
		SP:Iteration 1F (116472.500000 sec): 3 clusters
  Score: Raw -899302.207386 + Penalty 3007.914817 = -896294.292569
  nChanged 692
		SP:Iteration 2F (116472.680000 sec): 3 clusters
  Score: Raw -899710.962570 + Penalty 3007.914817 = -896703.047753
  nChanged 665
		SP:Iteration 3F (116472.820000 sec): 3 clusters
  Score: Raw -900099.038313 + Penalty 3007.914817 = -897091.123495
  nChanged 565
		SP:Iteration 4F (116472.990000 sec): 3 clusters
  Score: Raw -900442.319888 + Penalty 3007.914817 = -897434.405070
  nChanged 545
		SP:Iteration 5F (116473.150000 sec): 3 clusters
  Score: Raw -900778.225120 + Penalty 3007.914817 = -897770.310303
  nChanged 515
		SP:Iteration 6Q (116473.300000 sec): 3 clusters
  Score: Raw -901087.018066 + Penalty 3007.914817 = -898079.103249
  nChanged 446
		SP:Iteration 7Q (116473.470000 sec): 3 clusters
  Score: Raw -901311.761113 + Penalty 3007.914817 = -898303.846295
  nChanged 370
		SP:Iteration 8Q (116473.630000 sec): 3 clusters
  Score: Raw -901483.554641 + Penalty 3007.914817 = -898475.639823
  nChanged 315
		SP:Iteration 9Q (116473.800000 sec): 3 clusters
  Score: Raw -901638.575556 + Penalty 3007.914817 = -898630.660738
  nChanged 296
		SP:Iteration 10Q (116473.990000 sec): 3 clusters
  Score: Raw -901774.298993 + Penalty 3007.914817 = -898766.384175
  nChanged 262
		SP:Iteration 11Q (116474.140000 sec): 3 clusters
  Score: Raw -901882.309591 + Penalty 3007.914817 = -898874.394774
  nChanged 225
		SP:Iteration 12Q (116474.310000 sec): 3 clusters
  Score: Raw -901967.819954 + Penalty 3007.914817 = -898959.905137
  nChanged 196
		SP:Iteration 13Q (116474.470000 sec): 3 clusters
  Score: Raw -902050.879009 + Penalty 3007.914817 = -899042.964191
  nChanged 196
		SP:Iteration 14Q (116474.630000 sec): 3 clusters
  Score: Raw -902128.442574 + Penalty 3007.914817 = -899120.527756
  nChanged 173
		SP:Iteration 15Q (116474.820000 sec): 3 clusters
  Score: Raw -902191.513310 + Penalty 3007.914817 = -899183.598493
  nChanged 152
		SP:Iteration 16Q (116474.970000 sec): 3 clusters
  Score: Raw -902249.386217 + Penalty 3007.914817 = -899241.471399
  nChanged 146
		SP:Iteration 17Q (116475.130000 sec): 3 clusters
  Score: Raw -902300.100314 + Penalty 3007.914817 = -899292.185497
  nChanged 128
		SP:Iteration 18Q (116475.290000 sec): 3 clusters
  Score: Raw -902343.803533 + Penalty 3007.914817 = -899335.888716
  nChanged 113
		SP:Iteration 19Q (116475.450000 sec): 3 clusters
  Score: Raw -902387.931452 + Penalty 3007.914817 = -899380.016635
  nChanged 127
		SP:Iteration 20F (116475.630000 sec): 3 clusters
  Score: Raw -902442.098985 + Penalty 3007.914817 = -899434.184167
  nChanged 127
		SP:Iteration 21Q (116475.780000 sec): 3 clusters
  Score: Raw -902495.527753 + Penalty 3007.914817 = -899487.612936
  nChanged 122
		SP:Iteration 22Q (116475.940000 sec): 3 clusters
  Score: Raw -902551.387285 + Penalty 3007.914817 = -899543.472468
  nChanged 117
		SP:Iteration 23Q (116476.100000 sec): 3 clusters
  Score: Raw -902607.866533 + Penalty 3007.914817 = -899599.951716
  nChanged 98
		SP:Iteration 24Q (116476.240000 sec): 3 clusters
  Score: Raw -902657.034012 + Penalty 3007.914817 = -899649.119195
  nChanged 111
		SP:Iteration 25Q (116476.400000 sec): 3 clusters
  Score: Raw -902715.655259 + Penalty 3007.914817 = -899707.740442
  nChanged 112
		SP:Iteration 26Q (116476.570000 sec): 3 clusters
  Score: Raw -902791.313246 + Penalty 3007.914817 = -899783.398429
  nChanged 103
		SP:Iteration 27Q (116476.720000 sec): 3 clusters
  Score: Raw -902874.469681 + Penalty 3007.914817 = -899866.554864
  nChanged 100
		SP:Iteration 28Q (116476.880000 sec): 3 clusters
  Score: Raw -902954.153250 + Penalty 3007.914817 = -899946.238432
  nChanged 75
		SP:Iteration 29Q (116477.030000 sec): 3 clusters
  Score: Raw -903010.803821 + Penalty 3007.914817 = -900002.889003
  nChanged 59
		SP:Iteration 30Q (116477.160000 sec): 3 clusters
  Score: Raw -903047.193072 + Penalty 3007.914817 = -900039.278255
  nChanged 42
		SP:Iteration 31Q (116477.310000 sec): 3 clusters
  Score: Raw -903069.050355 + Penalty 3007.914817 = -900061.135537
  nChanged 43
		SP:Iteration 32Q (116477.490000 sec): 3 clusters
  Score: Raw -903089.732767 + Penalty 3007.914817 = -900081.817950
  nChanged 35
		SP:Iteration 33Q (116477.630000 sec): 3 clusters
  Score: Raw -903103.121708 + Penalty 3007.914817 = -900095.206891
  nChanged 18
		SP:Iteration 34Q (116477.790000 sec): 3 clusters
  Score: Raw -903110.928012 + Penalty 3007.914817 = -900103.013195
  nChanged 15
		SP:Iteration 35Q (116477.960000 sec): 3 clusters
  Score: Raw -903116.088946 + Penalty 3007.914817 = -900108.174129
  nChanged 16
		SP:Iteration 36Q (116478.110000 sec): 3 clusters
  Score: Raw -903121.765515 + Penalty 3007.914817 = -900113.850697
  nChanged 13
		SP:Iteration 37Q (116478.260000 sec): 3 clusters
  Score: Raw -903125.853406 + Penalty 3007.914817 = -900117.938589
  nChanged 11
		SP:Iteration 38Q (116478.430000 sec): 3 clusters
  Score: Raw -903128.772951 + Penalty 3007.914817 = -900120.858134
  nChanged 4
		SP:Iteration 39Q (116478.580000 sec): 3 clusters
  Score: Raw -903129.864342 + Penalty 3007.914817 = -900121.949524
  nChanged 2
		SP:Iteration 40F (116478.740000 sec): 3 clusters
  Score: Raw -903130.694798 + Penalty 3007.914817 = -900122.779980
  nChanged 2
		SP:Iteration 41Q (116478.910000 sec): 3 clusters
  Score: Raw -903131.120089 + Penalty 3007.914817 = -900123.205272
  nChanged 0
		SP:Iteration 42F (116479.070000 sec): 3 clusters
  Score: Raw -903131.120089 + Penalty 3007.914817 = -900123.205272
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 89 (1070 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (116479.130000 sec): 2 clusters
  Score: Raw -85012.682418 + Penalty 1133.504763 = -83879.177655
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (116479.150000 sec): 3 clusters
  Score: Raw -84692.728512 + Penalty 2267.009526 = -82425.718986
  nChanged 337
		SP:Iteration 1F (116479.180000 sec): 3 clusters
  Score: Raw -85077.315834 + Penalty 2267.009526 = -82810.306308
  nChanged 101
		SP:Iteration 2F (116479.200000 sec): 3 clusters
  Score: Raw -85240.921317 + Penalty 2267.009526 = -82973.911791
  nChanged 59
		SP:Iteration 3F (116479.220000 sec): 3 clusters
  Score: Raw -85344.569793 + Penalty 2267.009526 = -83077.560266
  nChanged 52
		SP:Iteration 4Q (116479.250000 sec): 3 clusters
  Score: Raw -85441.558049 + Penalty 2267.009526 = -83174.548523
  nChanged 39
		SP:Iteration 5Q (116479.270000 sec): 3 clusters
  Score: Raw -85500.910536 + Penalty 2267.009526 = -83233.901009
  nChanged 25
		SP:Iteration 6Q (116479.290000 sec): 3 clusters
  Score: Raw -85528.147356 + Penalty 2267.009526 = -83261.137829
  nChanged 14
		SP:Iteration 7Q (116479.310000 sec): 3 clusters
  Score: Raw -85544.485321 + Penalty 2267.009526 = -83277.475794
  nChanged 16
		SP:Iteration 8Q (116479.330000 sec): 3 clusters
  Score: Raw -85563.119712 + Penalty 2267.009526 = -83296.110185
  nChanged 12
		SP:Iteration 9Q (116479.360000 sec): 3 clusters
  Score: Raw -85574.488429 + Penalty 2267.009526 = -83307.478902
  nChanged 6
		SP:Iteration 10Q (116479.380000 sec): 3 clusters
  Score: Raw -85582.762123 + Penalty 2267.009526 = -83315.752597
  nChanged 4
		SP:Iteration 11Q (116479.400000 sec): 3 clusters
  Score: Raw -85585.649871 + Penalty 2267.009526 = -83318.640344
  nChanged 1
		SP:Iteration 12Q (116479.420000 sec): 3 clusters
  Score: Raw -85587.327947 + Penalty 2267.009526 = -83320.318420
  nChanged 2
		SP:Iteration 13Q (116479.440000 sec): 3 clusters
  Score: Raw -85588.623150 + Penalty 2267.009526 = -83321.613624
  nChanged 1
		SP:Iteration 14Q (116479.460000 sec): 3 clusters
  Score: Raw -85590.725726 + Penalty 2267.009526 = -83323.716200
  nChanged 1
		SP:Iteration 15Q (116479.490000 sec): 3 clusters
  Score: Raw -85591.577140 + Penalty 2267.009526 = -83324.567614
  nChanged 1
		SP:Iteration 16Q (116479.510000 sec): 3 clusters
  Score: Raw -85594.142294 + Penalty 2267.009526 = -83327.132768
  nChanged 2
		SP:Iteration 17Q (116479.530000 sec): 3 clusters
  Score: Raw -85596.296077 + Penalty 2267.009526 = -83329.286550
  nChanged 2
		SP:Iteration 18Q (116479.550000 sec): 3 clusters
  Score: Raw -85597.952214 + Penalty 2267.009526 = -83330.942688
  nChanged 0
		SP:Iteration 19F (116479.570000 sec): 3 clusters
  Score: Raw -85597.952214 + Penalty 2267.009526 = -83330.942688
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 90 (36146 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (116479.850000 sec): 2 clusters
  Score: Raw -3287772.412696 + Penalty 1705.489755 = -3286066.922940
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (116480.250000 sec): 3 clusters
  Score: Raw -3265287.565768 + Penalty 3410.979511 = -3261876.586257
  nChanged 16734
		SP:Iteration 1F (116480.670000 sec): 3 clusters
  Score: Raw -3274888.265895 + Penalty 3410.979511 = -3271477.286385
  nChanged 1752
		SP:Iteration 2Q (116481.070000 sec): 3 clusters
  Score: Raw -3275610.842209 + Penalty 3410.979511 = -3272199.862698
  nChanged 2039
		SP:Iteration 3F (116481.470000 sec): 3 clusters
  Score: Raw -3276632.614946 + Penalty 3410.979511 = -3273221.635435
  nChanged 2387
		SP:Iteration 4F (116481.870000 sec): 3 clusters
  Score: Raw -3278150.954136 + Penalty 3410.979511 = -3274739.974626
  nChanged 2831
		SP:Iteration 5F (116482.290000 sec): 3 clusters
  Score: Raw -3280343.462053 + Penalty 3410.979511 = -3276932.482543
  nChanged 2862
		SP:Iteration 6F (116482.660000 sec): 3 clusters
  Score: Raw -3282745.286468 + Penalty 3410.979511 = -3279334.306957
  nChanged 2337
		SP:Iteration 7F (116483.060000 sec): 3 clusters
  Score: Raw -3284733.649238 + Penalty 3410.979511 = -3281322.669727
  nChanged 1620
		SP:Iteration 8Q (116483.500000 sec): 3 clusters
  Score: Raw -3286135.414830 + Penalty 3410.979511 = -3282724.435320
  nChanged 988
		SP:Iteration 9Q (116483.870000 sec): 3 clusters
  Score: Raw -3287020.134526 + Penalty 3410.979511 = -3283609.155016
  nChanged 553
		SP:Iteration 10Q (116484.250000 sec): 3 clusters
  Score: Raw -3287523.569724 + Penalty 3410.979511 = -3284112.590213
  nChanged 318
		SP:Iteration 11Q (116484.650000 sec): 3 clusters
  Score: Raw -3287811.919214 + Penalty 3410.979511 = -3284400.939703
  nChanged 192
		SP:Iteration 12Q (116485.010000 sec): 3 clusters
  Score: Raw -3287979.325491 + Penalty 3410.979511 = -3284568.345981
  nChanged 114
		SP:Iteration 13Q (116485.400000 sec): 3 clusters
  Score: Raw -3288064.938326 + Penalty 3410.979511 = -3284653.958815
  nChanged 76
		SP:Iteration 14Q (116485.750000 sec): 3 clusters
  Score: Raw -3288117.346668 + Penalty 3410.979511 = -3284706.367158
  nChanged 60
		SP:Iteration 15Q (116486.080000 sec): 3 clusters
  Score: Raw -3288153.807108 + Penalty 3410.979511 = -3284742.827598
  nChanged 36
		SP:Iteration 16Q (116486.460000 sec): 3 clusters
  Score: Raw -3288171.992239 + Penalty 3410.979511 = -3284761.012729
  nChanged 28
		SP:Iteration 17Q (116486.790000 sec): 3 clusters
  Score: Raw -3288188.601266 + Penalty 3410.979511 = -3284777.621755
  nChanged 26
		SP:Iteration 18Q (116487.120000 sec): 3 clusters
  Score: Raw -3288202.082709 + Penalty 3410.979511 = -3284791.103198
  nChanged 18
		SP:Iteration 19Q (116487.500000 sec): 3 clusters
  Score: Raw -3288211.829093 + Penalty 3410.979511 = -3284800.849582
  nChanged 12
		SP:Iteration 20F (116487.890000 sec): 3 clusters
  Score: Raw -3288216.201212 + Penalty 3410.979511 = -3284805.221702
  nChanged 11
		SP:Iteration 21Q (116488.270000 sec): 3 clusters
  Score: Raw -3288222.445555 + Penalty 3410.979511 = -3284811.466044
  nChanged 13
		SP:Iteration 22Q (116488.600000 sec): 3 clusters
  Score: Raw -3288228.237401 + Penalty 3410.979511 = -3284817.257891
  nChanged 9
		SP:Iteration 23Q (116488.930000 sec): 3 clusters
  Score: Raw -3288232.258164 + Penalty 3410.979511 = -3284821.278653
  nChanged 15
		SP:Iteration 24Q (116489.310000 sec): 3 clusters
  Score: Raw -3288237.509965 + Penalty 3410.979511 = -3284826.530455
  nChanged 4
		SP:Iteration 25Q (116489.670000 sec): 3 clusters
  Score: Raw -3288239.162174 + Penalty 3410.979511 = -3284828.182664
  nChanged 2
		SP:Iteration 26Q (116489.990000 sec): 3 clusters
  Score: Raw -3288240.048939 + Penalty 3410.979511 = -3284829.069428
  nChanged 3
		SP:Iteration 27Q (116490.370000 sec): 3 clusters
  Score: Raw -3288241.994478 + Penalty 3410.979511 = -3284831.014967
  nChanged 2
		SP:Iteration 28Q (116490.730000 sec): 3 clusters
  Score: Raw -3288242.970543 + Penalty 3410.979511 = -3284831.991032
  nChanged 2
		SP:Iteration 29Q (116491.060000 sec): 3 clusters
  Score: Raw -3288244.920888 + Penalty 3410.979511 = -3284833.941377
  nChanged 4
		SP:Iteration 30Q (116491.440000 sec): 3 clusters
  Score: Raw -3288246.685348 + Penalty 3410.979511 = -3284835.705838
  nChanged 3
		SP:Iteration 31Q (116491.770000 sec): 3 clusters
  Score: Raw -3288247.842068 + Penalty 3410.979511 = -3284836.862557
  nChanged 3
		SP:Iteration 32Q (116492.090000 sec): 3 clusters
  Score: Raw -3288249.276429 + Penalty 3410.979511 = -3284838.296918
  nChanged 1
		SP:Iteration 33Q (116492.470000 sec): 3 clusters
  Score: Raw -3288250.241905 + Penalty 3410.979511 = -3284839.262395
  nChanged 1
		SP:Iteration 34Q (116492.820000 sec): 3 clusters
  Score: Raw -3288250.456453 + Penalty 3410.979511 = -3284839.476942
  nChanged 0
		SP:Iteration 35F (116493.190000 sec): 3 clusters
  Score: Raw -3288250.456453 + Penalty 3410.979511 = -3284839.476942
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 91 (3191 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (116493.250000 sec): 2 clusters
  Score: Raw -255349.981875 + Penalty 1311.064564 = -254038.917310
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (116493.310000 sec): 3 clusters
  Score: Raw -253893.490038 + Penalty 2622.129129 = -251271.360909
  nChanged 1181
		SP:Iteration 1F (116493.380000 sec): 3 clusters
  Score: Raw -254798.420813 + Penalty 2622.129129 = -252176.291685
  nChanged 323
		SP:Iteration 2F (116493.430000 sec): 3 clusters
  Score: Raw -255149.958102 + Penalty 2622.129129 = -252527.828974
  nChanged 264
		SP:Iteration 3F (116493.490000 sec): 3 clusters
  Score: Raw -255425.909516 + Penalty 2622.129129 = -252803.780387
  nChanged 208
		SP:Iteration 4F (116493.550000 sec): 3 clusters
  Score: Raw -255631.109903 + Penalty 2622.129129 = -253008.980775
  nChanged 151
		SP:Iteration 5Q (116493.610000 sec): 3 clusters
  Score: Raw -255740.180719 + Penalty 2622.129129 = -253118.051590
  nChanged 106
		SP:Iteration 6Q (116493.670000 sec): 3 clusters
  Score: Raw -255806.564486 + Penalty 2622.129129 = -253184.435357
  nChanged 83
		SP:Iteration 7Q (116493.730000 sec): 3 clusters
  Score: Raw -255853.920377 + Penalty 2622.129129 = -253231.791248
  nChanged 61
		SP:Iteration 8Q (116493.790000 sec): 3 clusters
  Score: Raw -255898.479302 + Penalty 2622.129129 = -253276.350173
  nChanged 56
		SP:Iteration 9Q (116493.850000 sec): 3 clusters
  Score: Raw -255933.856116 + Penalty 2622.129129 = -253311.726988
  nChanged 59
		SP:Iteration 10Q (116493.910000 sec): 3 clusters
  Score: Raw -255964.244890 + Penalty 2622.129129 = -253342.115762
  nChanged 33
		SP:Iteration 11Q (116493.970000 sec): 3 clusters
  Score: Raw -255984.730821 + Penalty 2622.129129 = -253362.601692
  nChanged 34
		SP:Iteration 12Q (116494.030000 sec): 3 clusters
  Score: Raw -256003.423178 + Penalty 2622.129129 = -253381.294049
  nChanged 36
		SP:Iteration 13Q (116494.090000 sec): 3 clusters
  Score: Raw -256018.214399 + Penalty 2622.129129 = -253396.085271
  nChanged 22
		SP:Iteration 14Q (116494.150000 sec): 3 clusters
  Score: Raw -256027.979230 + Penalty 2622.129129 = -253405.850101
  nChanged 20
		SP:Iteration 15Q (116494.210000 sec): 3 clusters
  Score: Raw -256034.285534 + Penalty 2622.129129 = -253412.156405
  nChanged 16
		SP:Iteration 16Q (116494.270000 sec): 3 clusters
  Score: Raw -256039.239424 + Penalty 2622.129129 = -253417.110295
  nChanged 11
		SP:Iteration 17Q (116494.330000 sec): 3 clusters
  Score: Raw -256042.658370 + Penalty 2622.129129 = -253420.529242
  nChanged 11
		SP:Iteration 18Q (116494.390000 sec): 3 clusters
  Score: Raw -256047.145645 + Penalty 2622.129129 = -253425.016517
  nChanged 7
		SP:Iteration 19Q (116494.450000 sec): 3 clusters
  Score: Raw -256048.772141 + Penalty 2622.129129 = -253426.643013
  nChanged 3
		SP:Iteration 20F (116494.510000 sec): 3 clusters
  Score: Raw -256054.195740 + Penalty 2622.129129 = -253432.066612
  nChanged 3
		SP:Iteration 21Q (116494.570000 sec): 3 clusters
  Score: Raw -256058.662848 + Penalty 2622.129129 = -253436.533719
  nChanged 7
		SP:Iteration 22Q (116494.630000 sec): 3 clusters
  Score: Raw -256066.902039 + Penalty 2622.129129 = -253444.772910
  nChanged 16
		SP:Iteration 23Q (116494.690000 sec): 3 clusters
  Score: Raw -256073.413618 + Penalty 2622.129129 = -253451.284489
  nChanged 12
		SP:Iteration 24Q (116494.750000 sec): 3 clusters
  Score: Raw -256078.374667 + Penalty 2622.129129 = -253456.245539
  nChanged 7
		SP:Iteration 25Q (116494.800000 sec): 3 clusters
  Score: Raw -256081.497614 + Penalty 2622.129129 = -253459.368486
  nChanged 6
		SP:Iteration 26Q (116494.860000 sec): 3 clusters
  Score: Raw -256083.967189 + Penalty 2622.129129 = -253461.838060
  nChanged 11
		SP:Iteration 27Q (116494.920000 sec): 3 clusters
  Score: Raw -256087.182132 + Penalty 2622.129129 = -253465.053003
  nChanged 7
		SP:Iteration 28Q (116494.980000 sec): 3 clusters
  Score: Raw -256089.257738 + Penalty 2622.129129 = -253467.128610
  nChanged 8
		SP:Iteration 29Q (116495.040000 sec): 3 clusters
  Score: Raw -256092.738457 + Penalty 2622.129129 = -253470.609328
  nChanged 7
		SP:Iteration 30Q (116495.100000 sec): 3 clusters
  Score: Raw -256094.609795 + Penalty 2622.129129 = -253472.480666
  nChanged 6
		SP:Iteration 31Q (116495.160000 sec): 3 clusters
  Score: Raw -256096.545738 + Penalty 2622.129129 = -253474.416610
  nChanged 4
		SP:Iteration 32Q (116495.220000 sec): 3 clusters
  Score: Raw -256098.121435 + Penalty 2622.129129 = -253475.992306
  nChanged 3
		SP:Iteration 33Q (116495.280000 sec): 3 clusters
  Score: Raw -256099.547547 + Penalty 2622.129129 = -253477.418418
  nChanged 7
		SP:Iteration 34Q (116495.340000 sec): 3 clusters
  Score: Raw -256100.988850 + Penalty 2622.129129 = -253478.859722
  nChanged 3
		SP:Iteration 35Q (116495.400000 sec): 3 clusters
  Score: Raw -256101.934803 + Penalty 2622.129129 = -253479.805674
  nChanged 1
		SP:Iteration 36Q (116495.460000 sec): 3 clusters
  Score: Raw -256102.853448 + Penalty 2622.129129 = -253480.724319
  nChanged 3
		SP:Iteration 37Q (116495.520000 sec): 3 clusters
  Score: Raw -256103.206864 + Penalty 2622.129129 = -253481.077736
  nChanged 1
		SP:Iteration 38Q (116495.570000 sec): 3 clusters
  Score: Raw -256103.455018 + Penalty 2622.129129 = -253481.325890
  nChanged 0
		SP:Iteration 39F (116495.630000 sec): 3 clusters
  Score: Raw -256103.455018 + Penalty 2622.129129 = -253481.325890
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 92 (4944 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (116495.710000 sec): 2 clusters
  Score: Raw -414622.437530 + Penalty 1382.213625 = -413240.223905
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (116495.820000 sec): 3 clusters
  Score: Raw -412071.437702 + Penalty 2764.427250 = -409307.010452
  nChanged 2003
		SP:Iteration 1F (116495.910000 sec): 3 clusters
  Score: Raw -413181.979084 + Penalty 2764.427250 = -410417.551834
  nChanged 392
		SP:Iteration 2F (116496.000000 sec): 3 clusters
  Score: Raw -413431.250063 + Penalty 2764.427250 = -410666.822813
  nChanged 313
		SP:Iteration 3F (116496.090000 sec): 3 clusters
  Score: Raw -413677.301807 + Penalty 2764.427250 = -410912.874557
  nChanged 310
		SP:Iteration 4F (116496.180000 sec): 3 clusters
  Score: Raw -413920.317379 + Penalty 2764.427250 = -411155.890129
  nChanged 287
		SP:Iteration 5F (116496.270000 sec): 3 clusters
  Score: Raw -414171.105152 + Penalty 2764.427250 = -411406.677902
  nChanged 301
		SP:Iteration 6F (116496.360000 sec): 3 clusters
  Score: Raw -414382.551718 + Penalty 2764.427250 = -411618.124468
  nChanged 234
		SP:Iteration 7Q (116496.450000 sec): 3 clusters
  Score: Raw -414552.829545 + Penalty 2764.427250 = -411788.402296
  nChanged 170
		SP:Iteration 8Q (116496.540000 sec): 3 clusters
  Score: Raw -414675.402839 + Penalty 2764.427250 = -411910.975590
  nChanged 142
		SP:Iteration 9Q (116496.630000 sec): 3 clusters
  Score: Raw -414769.650224 + Penalty 2764.427250 = -412005.222975
  nChanged 115
		SP:Iteration 10Q (116496.720000 sec): 3 clusters
  Score: Raw -414855.159850 + Penalty 2764.427250 = -412090.732600
  nChanged 114
		SP:Iteration 11Q (116496.820000 sec): 3 clusters
  Score: Raw -414926.637703 + Penalty 2764.427250 = -412162.210453
  nChanged 77
		SP:Iteration 12Q (116496.910000 sec): 3 clusters
  Score: Raw -414976.805801 + Penalty 2764.427250 = -412212.378551
  nChanged 68
		SP:Iteration 13Q (116497.000000 sec): 3 clusters
  Score: Raw -415015.807779 + Penalty 2764.427250 = -412251.380529
  nChanged 63
		SP:Iteration 14Q (116497.090000 sec): 3 clusters
  Score: Raw -415048.883349 + Penalty 2764.427250 = -412284.456099
  nChanged 50
		SP:Iteration 15Q (116497.180000 sec): 3 clusters
  Score: Raw -415070.650638 + Penalty 2764.427250 = -412306.223388
  nChanged 40
		SP:Iteration 16Q (116497.270000 sec): 3 clusters
  Score: Raw -415088.968304 + Penalty 2764.427250 = -412324.541054
  nChanged 39
		SP:Iteration 17Q (116497.360000 sec): 3 clusters
  Score: Raw -415105.232103 + Penalty 2764.427250 = -412340.804853
  nChanged 36
		SP:Iteration 18Q (116497.450000 sec): 3 clusters
  Score: Raw -415122.034438 + Penalty 2764.427250 = -412357.607188
  nChanged 28
		SP:Iteration 19Q (116497.540000 sec): 3 clusters
  Score: Raw -415133.717313 + Penalty 2764.427250 = -412369.290063
  nChanged 14
		SP:Iteration 20F (116497.630000 sec): 3 clusters
  Score: Raw -415137.475889 + Penalty 2764.427250 = -412373.048639
  nChanged 10
		SP:Iteration 21Q (116497.720000 sec): 3 clusters
  Score: Raw -415140.925648 + Penalty 2764.427250 = -412376.498399
  nChanged 11
		SP:Iteration 22Q (116497.800000 sec): 3 clusters
  Score: Raw -415142.672606 + Penalty 2764.427250 = -412378.245356
  nChanged 4
		SP:Iteration 23Q (116497.900000 sec): 3 clusters
  Score: Raw -415143.633126 + Penalty 2764.427250 = -412379.205876
  nChanged 7
		SP:Iteration 24Q (116497.980000 sec): 3 clusters
  Score: Raw -415145.036933 + Penalty 2764.427250 = -412380.609684
  nChanged 5
		SP:Iteration 25Q (116498.080000 sec): 3 clusters
  Score: Raw -415146.049855 + Penalty 2764.427250 = -412381.622606
  nChanged 3
		SP:Iteration 26Q (116498.160000 sec): 3 clusters
  Score: Raw -415146.395868 + Penalty 2764.427250 = -412381.968618
  nChanged 1
		SP:Iteration 27Q (116498.250000 sec): 3 clusters
  Score: Raw -415146.654032 + Penalty 2764.427250 = -412382.226782
  nChanged 1
		SP:Iteration 28Q (116498.340000 sec): 3 clusters
  Score: Raw -415147.094184 + Penalty 2764.427250 = -412382.666935
  nChanged 1
		SP:Iteration 29Q (116498.430000 sec): 3 clusters
  Score: Raw -415147.236011 + Penalty 2764.427250 = -412382.808761
  nChanged 2
		SP:Iteration 30Q (116498.520000 sec): 3 clusters
  Score: Raw -415147.511070 + Penalty 2764.427250 = -412383.083820
  nChanged 1
		SP:Iteration 31Q (116498.610000 sec): 3 clusters
  Score: Raw -415147.576666 + Penalty 2764.427250 = -412383.149416
  nChanged 0
		SP:Iteration 32F (116498.700000 sec): 3 clusters
  Score: Raw -415147.576666 + Penalty 2764.427250 = -412383.149416
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 93 (497 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (116498.740000 sec): 2 clusters
  Score: Raw -44763.492958 + Penalty 1008.895879 = -43754.597078
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (116498.760000 sec): 3 clusters
  Score: Raw -44702.101175 + Penalty 2017.791758 = -42684.309416
  nChanged 101
		SP:Iteration 1F (116498.770000 sec): 3 clusters
  Score: Raw -44822.306763 + Penalty 2017.791758 = -42804.515005
  nChanged 31
		SP:Iteration 2F (116498.780000 sec): 3 clusters
  Score: Raw -44870.764851 + Penalty 2017.791758 = -42852.973093
  nChanged 9
		SP:Iteration 3Q (116498.790000 sec): 3 clusters
  Score: Raw -44885.384745 + Penalty 2017.791758 = -42867.592987
  nChanged 5
		SP:Iteration 4Q (116498.800000 sec): 3 clusters
  Score: Raw -44891.724093 + Penalty 2017.791758 = -42873.932335
  nChanged 4
		SP:Iteration 5Q (116498.810000 sec): 3 clusters
  Score: Raw -44896.133449 + Penalty 2017.791758 = -42878.341691
  nChanged 0
		SP:Iteration 6F (116498.820000 sec): 3 clusters
  Score: Raw -44896.133449 + Penalty 2017.791758 = -42878.341691
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 94 (20291 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (116499.040000 sec): 2 clusters
  Score: Raw -1838123.735386 + Penalty 1611.664067 = -1836512.071320
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (116499.280000 sec): 3 clusters
  Score: Raw -1826018.111760 + Penalty 3223.328133 = -1822794.783627
  nChanged 9167
		SP:Iteration 1F (116499.550000 sec): 3 clusters
  Score: Raw -1831214.566578 + Penalty 3223.328133 = -1827991.238445
  nChanged 1158
		SP:Iteration 2F (116499.820000 sec): 3 clusters
  Score: Raw -1831690.871120 + Penalty 3223.328133 = -1828467.542987
  nChanged 1128
		SP:Iteration 3F (116500.070000 sec): 3 clusters
  Score: Raw -1832238.351653 + Penalty 3223.328133 = -1829015.023520
  nChanged 1191
		SP:Iteration 4F (116500.320000 sec): 3 clusters
  Score: Raw -1832897.598978 + Penalty 3223.328133 = -1829674.270845
  nChanged 1241
		SP:Iteration 5F (116500.580000 sec): 3 clusters
  Score: Raw -1833660.490991 + Penalty 3223.328133 = -1830437.162858
  nChanged 1200
		SP:Iteration 6F (116500.840000 sec): 3 clusters
  Score: Raw -1834523.928525 + Penalty 3223.328133 = -1831300.600392
  nChanged 1110
		SP:Iteration 7F (116501.080000 sec): 3 clusters
  Score: Raw -1835474.307632 + Penalty 3223.328133 = -1832250.979499
  nChanged 972
		SP:Iteration 8Q (116501.350000 sec): 3 clusters
  Score: Raw -1836383.856949 + Penalty 3223.328133 = -1833160.528816
  nChanged 720
		SP:Iteration 9Q (116501.620000 sec): 3 clusters
  Score: Raw -1837067.161199 + Penalty 3223.328133 = -1833843.833066
  nChanged 493
		SP:Iteration 10Q (116501.880000 sec): 3 clusters
  Score: Raw -1837442.755978 + Penalty 3223.328133 = -1834219.427845
  nChanged 311
		SP:Iteration 11Q (116502.110000 sec): 3 clusters
  Score: Raw -1837589.768906 + Penalty 3223.328133 = -1834366.440773
  nChanged 177
		SP:Iteration 12Q (116502.360000 sec): 3 clusters
  Score: Raw -1837656.945738 + Penalty 3223.328133 = -1834433.617605
  nChanged 143
		SP:Iteration 13Q (116502.610000 sec): 3 clusters
  Score: Raw -1837706.702044 + Penalty 3223.328133 = -1834483.373911
  nChanged 115
		SP:Iteration 14Q (116502.840000 sec): 3 clusters
  Score: Raw -1837740.549462 + Penalty 3223.328133 = -1834517.221329
  nChanged 96
		SP:Iteration 15Q (116503.080000 sec): 3 clusters
  Score: Raw -1837768.846864 + Penalty 3223.328133 = -1834545.518731
  nChanged 94
		SP:Iteration 16Q (116503.300000 sec): 3 clusters
  Score: Raw -1837793.399081 + Penalty 3223.328133 = -1834570.070948
  nChanged 89
		SP:Iteration 17Q (116503.560000 sec): 3 clusters
  Score: Raw -1837818.558614 + Penalty 3223.328133 = -1834595.230481
  nChanged 77
		SP:Iteration 18Q (116503.790000 sec): 3 clusters
  Score: Raw -1837839.951902 + Penalty 3223.328133 = -1834616.623769
  nChanged 75
		SP:Iteration 19Q (116504.050000 sec): 3 clusters
  Score: Raw -1837857.745709 + Penalty 3223.328133 = -1834634.417576
  nChanged 70
		SP:Iteration 20F (116504.300000 sec): 3 clusters
  Score: Raw -1837874.337013 + Penalty 3223.328133 = -1834651.008880
  nChanged 71
		SP:Iteration 21Q (116504.520000 sec): 3 clusters
  Score: Raw -1837892.019209 + Penalty 3223.328133 = -1834668.691076
  nChanged 70
		SP:Iteration 22Q (116504.780000 sec): 3 clusters
  Score: Raw -1837915.733450 + Penalty 3223.328133 = -1834692.405317
  nChanged 76
		SP:Iteration 23Q (116505.010000 sec): 3 clusters
  Score: Raw -1837940.159419 + Penalty 3223.328133 = -1834716.831286
  nChanged 74
		SP:Iteration 24Q (116505.260000 sec): 3 clusters
  Score: Raw -1837956.958531 + Penalty 3223.328133 = -1834733.630398
  nChanged 39
		SP:Iteration 25Q (116505.500000 sec): 3 clusters
  Score: Raw -1837964.958928 + Penalty 3223.328133 = -1834741.630795
  nChanged 29
		SP:Iteration 26Q (116505.730000 sec): 3 clusters
  Score: Raw -1837971.550812 + Penalty 3223.328133 = -1834748.222679
  nChanged 40
		SP:Iteration 27Q (116505.980000 sec): 3 clusters
  Score: Raw -1837979.623849 + Penalty 3223.328133 = -1834756.295716
  nChanged 38
		SP:Iteration 28Q (116506.200000 sec): 3 clusters
  Score: Raw -1837987.694295 + Penalty 3223.328133 = -1834764.366162
  nChanged 43
		SP:Iteration 29Q (116506.450000 sec): 3 clusters
  Score: Raw -1837997.826963 + Penalty 3223.328133 = -1834774.498830
  nChanged 55
		SP:Iteration 30Q (116506.680000 sec): 3 clusters
  Score: Raw -1838009.441500 + Penalty 3223.328133 = -1834786.113367
  nChanged 43
		SP:Iteration 31Q (116506.940000 sec): 3 clusters
  Score: Raw -1838018.938417 + Penalty 3223.328133 = -1834795.610284
  nChanged 33
		SP:Iteration 32Q (116507.180000 sec): 3 clusters
  Score: Raw -1838025.302886 + Penalty 3223.328133 = -1834801.974753
  nChanged 27
		SP:Iteration 33Q (116507.400000 sec): 3 clusters
  Score: Raw -1838030.721272 + Penalty 3223.328133 = -1834807.393139
  nChanged 24
		SP:Iteration 34Q (116507.640000 sec): 3 clusters
  Score: Raw -1838035.413843 + Penalty 3223.328133 = -1834812.085710
  nChanged 28
		SP:Iteration 35Q (116507.870000 sec): 3 clusters
  Score: Raw -1838041.749390 + Penalty 3223.328133 = -1834818.421257
  nChanged 20
		SP:Iteration 36Q (116508.120000 sec): 3 clusters
  Score: Raw -1838046.056036 + Penalty 3223.328133 = -1834822.727903
  nChanged 28
		SP:Iteration 37Q (116508.350000 sec): 3 clusters
  Score: Raw -1838051.262077 + Penalty 3223.328133 = -1834827.933944
  nChanged 29
		SP:Iteration 38Q (116508.600000 sec): 3 clusters
  Score: Raw -1838058.333722 + Penalty 3223.328133 = -1834835.005589
  nChanged 35
		SP:Iteration 39Q (116508.840000 sec): 3 clusters
  Score: Raw -1838067.980771 + Penalty 3223.328133 = -1834844.652638
  nChanged 38
		SP:Iteration 40F (116509.080000 sec): 3 clusters
  Score: Raw -1838076.961067 + Penalty 3223.328133 = -1834853.632934
  nChanged 32
		SP:Iteration 41Q (116509.330000 sec): 3 clusters
  Score: Raw -1838085.364930 + Penalty 3223.328133 = -1834862.036797
  nChanged 37
		SP:Iteration 42Q (116509.560000 sec): 3 clusters
  Score: Raw -1838093.347683 + Penalty 3223.328133 = -1834870.019550
  nChanged 28
		SP:Iteration 43Q (116509.810000 sec): 3 clusters
  Score: Raw -1838098.433989 + Penalty 3223.328133 = -1834875.105856
  nChanged 27
		SP:Iteration 44Q (116510.050000 sec): 3 clusters
  Score: Raw -1838104.468964 + Penalty 3223.328133 = -1834881.140830
  nChanged 17
		SP:Iteration 45Q (116510.270000 sec): 3 clusters
  Score: Raw -1838107.896946 + Penalty 3223.328133 = -1834884.568813
  nChanged 19
		SP:Iteration 46Q (116510.500000 sec): 3 clusters
  Score: Raw -1838111.696760 + Penalty 3223.328133 = -1834888.368627
  nChanged 15
		SP:Iteration 47Q (116510.720000 sec): 3 clusters
  Score: Raw -1838114.008281 + Penalty 3223.328133 = -1834890.680148
  nChanged 13
		SP:Iteration 48Q (116510.960000 sec): 3 clusters
  Score: Raw -1838116.590560 + Penalty 3223.328133 = -1834893.262427
  nChanged 7
		SP:Iteration 49Q (116511.180000 sec): 3 clusters
  Score: Raw -1838117.373088 + Penalty 3223.328133 = -1834894.044955
  nChanged 10
		SP:Iteration 50Q (116511.420000 sec): 3 clusters
  Score: Raw -1838119.137418 + Penalty 3223.328133 = -1834895.809285
  nChanged 8
		SP:Iteration 51Q (116511.640000 sec): 3 clusters
  Score: Raw -1838121.218858 + Penalty 3223.328133 = -1834897.890725
  nChanged 12
		SP:Iteration 52Q (116511.880000 sec): 3 clusters
  Score: Raw -1838124.014232 + Penalty 3223.328133 = -1834900.686099
  nChanged 11
		SP:Iteration 53Q (116512.100000 sec): 3 clusters
  Score: Raw -1838125.724963 + Penalty 3223.328133 = -1834902.396829
  nChanged 5
		SP:Iteration 54Q (116512.330000 sec): 3 clusters
  Score: Raw -1838126.587209 + Penalty 3223.328133 = -1834903.259076
  nChanged 5
		SP:Iteration 55Q (116512.560000 sec): 3 clusters
  Score: Raw -1838127.559050 + Penalty 3223.328133 = -1834904.230917
  nChanged 9
		SP:Iteration 56Q (116512.800000 sec): 3 clusters
  Score: Raw -1838129.109318 + Penalty 3223.328133 = -1834905.781185
  nChanged 9
		SP:Iteration 57Q (116513.020000 sec): 3 clusters
  Score: Raw -1838130.651592 + Penalty 3223.328133 = -1834907.323459
  nChanged 5
		SP:Iteration 58Q (116513.270000 sec): 3 clusters
  Score: Raw -1838131.654188 + Penalty 3223.328133 = -1834908.326055
  nChanged 7
		SP:Iteration 59Q (116513.490000 sec): 3 clusters
  Score: Raw -1838132.961709 + Penalty 3223.328133 = -1834909.633576
  nChanged 7
		SP:Iteration 60F (116513.770000 sec): 3 clusters
  Score: Raw -1838134.797258 + Penalty 3223.328133 = -1834911.469125
  nChanged 9
		SP:Iteration 61Q (116514.000000 sec): 3 clusters
  Score: Raw -1838137.709344 + Penalty 3223.328133 = -1834914.381211
  nChanged 18
		SP:Iteration 62Q (116514.220000 sec): 3 clusters
  Score: Raw -1838143.380313 + Penalty 3223.328133 = -1834920.052180
  nChanged 20
		SP:Iteration 63Q (116514.460000 sec): 3 clusters
  Score: Raw -1838149.927532 + Penalty 3223.328133 = -1834926.599399
  nChanged 17
		SP:Iteration 64Q (116514.680000 sec): 3 clusters
  Score: Raw -1838154.092087 + Penalty 3223.328133 = -1834930.763954
  nChanged 14
		SP:Iteration 65Q (116514.910000 sec): 3 clusters
  Score: Raw -1838156.768935 + Penalty 3223.328133 = -1834933.440802
  nChanged 10
		SP:Iteration 66Q (116515.130000 sec): 3 clusters
  Score: Raw -1838158.552433 + Penalty 3223.328133 = -1834935.224300
  nChanged 10
		SP:Iteration 67Q (116515.360000 sec): 3 clusters
  Score: Raw -1838161.086577 + Penalty 3223.328133 = -1834937.758444
  nChanged 11
		SP:Iteration 68Q (116515.580000 sec): 3 clusters
  Score: Raw -1838163.446235 + Penalty 3223.328133 = -1834940.118102
  nChanged 10
		SP:Iteration 69Q (116515.810000 sec): 3 clusters
  Score: Raw -1838165.685769 + Penalty 3223.328133 = -1834942.357636
  nChanged 6
		SP:Iteration 70Q (116516.030000 sec): 3 clusters
  Score: Raw -1838166.359727 + Penalty 3223.328133 = -1834943.031594
  nChanged 3
		SP:Iteration 71Q (116516.270000 sec): 3 clusters
  Score: Raw -1838166.637981 + Penalty 3223.328133 = -1834943.309848
  nChanged 0
		SP:Iteration 72F (116516.510000 sec): 3 clusters
  Score: Raw -1838166.637981 + Penalty 3223.328133 = -1834943.309848
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 95 (1659 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (116516.560000 sec): 2 clusters
  Score: Raw -137005.264894 + Penalty 1204.770172 = -135800.494722
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (116516.600000 sec): 3 clusters
  Score: Raw -136355.281981 + Penalty 2409.540344 = -133945.741637
  nChanged 600
		SP:Iteration 1F (116516.640000 sec): 3 clusters
  Score: Raw -136763.986117 + Penalty 2409.540344 = -134354.445772
  nChanged 124
		SP:Iteration 2F (116516.680000 sec): 3 clusters
  Score: Raw -136860.382402 + Penalty 2409.540344 = -134450.842058
  nChanged 65
		SP:Iteration 3Q (116516.720000 sec): 3 clusters
  Score: Raw -136912.585205 + Penalty 2409.540344 = -134503.044861
  nChanged 47
		SP:Iteration 4Q (116516.760000 sec): 3 clusters
  Score: Raw -136955.027064 + Penalty 2409.540344 = -134545.486719
  nChanged 49
		SP:Iteration 5Q (116516.790000 sec): 3 clusters
  Score: Raw -136994.404924 + Penalty 2409.540344 = -134584.864579
  nChanged 35
		SP:Iteration 6Q (116516.820000 sec): 3 clusters
  Score: Raw -137012.571436 + Penalty 2409.540344 = -134603.031091
  nChanged 20
		SP:Iteration 7Q (116516.860000 sec): 3 clusters
  Score: Raw -137029.804438 + Penalty 2409.540344 = -134620.264094
  nChanged 20
		SP:Iteration 8Q (116516.890000 sec): 3 clusters
  Score: Raw -137045.309212 + Penalty 2409.540344 = -134635.768868
  nChanged 17
		SP:Iteration 9Q (116516.920000 sec): 3 clusters
  Score: Raw -137056.037193 + Penalty 2409.540344 = -134646.496849
  nChanged 17
		SP:Iteration 10Q (116516.950000 sec): 3 clusters
  Score: Raw -137065.093840 + Penalty 2409.540344 = -134655.553496
  nChanged 12
		SP:Iteration 11Q (116516.980000 sec): 3 clusters
  Score: Raw -137072.142120 + Penalty 2409.540344 = -134662.601775
  nChanged 6
		SP:Iteration 12Q (116517.010000 sec): 3 clusters
  Score: Raw -137075.972805 + Penalty 2409.540344 = -134666.432461
  nChanged 7
		SP:Iteration 13Q (116517.040000 sec): 3 clusters
  Score: Raw -137080.282639 + Penalty 2409.540344 = -134670.742295
  nChanged 6
		SP:Iteration 14Q (116517.080000 sec): 3 clusters
  Score: Raw -137082.931644 + Penalty 2409.540344 = -134673.391300
  nChanged 6
		SP:Iteration 15Q (116517.110000 sec): 3 clusters
  Score: Raw -137085.427067 + Penalty 2409.540344 = -134675.886723
  nChanged 4
		SP:Iteration 16Q (116517.140000 sec): 3 clusters
  Score: Raw -137089.708272 + Penalty 2409.540344 = -134680.167927
  nChanged 9
		SP:Iteration 17Q (116517.170000 sec): 3 clusters
  Score: Raw -137093.990747 + Penalty 2409.540344 = -134684.450403
  nChanged 8
		SP:Iteration 18Q (116517.200000 sec): 3 clusters
  Score: Raw -137096.407855 + Penalty 2409.540344 = -134686.867510
  nChanged 3
		SP:Iteration 19Q (116517.240000 sec): 3 clusters
  Score: Raw -137099.045785 + Penalty 2409.540344 = -134689.505440
  nChanged 6
		SP:Iteration 20F (116517.270000 sec): 3 clusters
  Score: Raw -137103.315157 + Penalty 2409.540344 = -134693.774813
  nChanged 8
		SP:Iteration 21Q (116517.300000 sec): 3 clusters
  Score: Raw -137105.949486 + Penalty 2409.540344 = -134696.409142
  nChanged 9
		SP:Iteration 22Q (116517.330000 sec): 3 clusters
  Score: Raw -137109.686823 + Penalty 2409.540344 = -134700.146479
  nChanged 13
		SP:Iteration 23Q (116517.360000 sec): 3 clusters
  Score: Raw -137115.156684 + Penalty 2409.540344 = -134705.616340
  nChanged 10
		SP:Iteration 24Q (116517.400000 sec): 3 clusters
  Score: Raw -137119.013706 + Penalty 2409.540344 = -134709.473362
  nChanged 5
		SP:Iteration 25Q (116517.430000 sec): 3 clusters
  Score: Raw -137121.258365 + Penalty 2409.540344 = -134711.718021
  nChanged 6
		SP:Iteration 26Q (116517.460000 sec): 3 clusters
  Score: Raw -137124.876628 + Penalty 2409.540344 = -134715.336284
  nChanged 10
		SP:Iteration 27Q (116517.490000 sec): 3 clusters
  Score: Raw -137130.661946 + Penalty 2409.540344 = -134721.121601
  nChanged 8
		SP:Iteration 28Q (116517.520000 sec): 3 clusters
  Score: Raw -137134.942365 + Penalty 2409.540344 = -134725.402021
  nChanged 8
		SP:Iteration 29Q (116517.550000 sec): 3 clusters
  Score: Raw -137138.807729 + Penalty 2409.540344 = -134729.267384
  nChanged 3
		SP:Iteration 30Q (116517.580000 sec): 3 clusters
  Score: Raw -137140.723267 + Penalty 2409.540344 = -134731.182923
  nChanged 4
		SP:Iteration 31Q (116517.620000 sec): 3 clusters
  Score: Raw -137142.348449 + Penalty 2409.540344 = -134732.808104
  nChanged 6
		SP:Iteration 32Q (116517.650000 sec): 3 clusters
  Score: Raw -137145.241545 + Penalty 2409.540344 = -134735.701201
  nChanged 7
		SP:Iteration 33Q (116517.680000 sec): 3 clusters
  Score: Raw -137149.587024 + Penalty 2409.540344 = -134740.046679
  nChanged 5
		SP:Iteration 34Q (116517.710000 sec): 3 clusters
  Score: Raw -137152.336078 + Penalty 2409.540344 = -134742.795734
  nChanged 3
		SP:Iteration 35Q (116517.740000 sec): 3 clusters
  Score: Raw -137153.393425 + Penalty 2409.540344 = -134743.853080
  nChanged 2
		SP:Iteration 36Q (116517.780000 sec): 3 clusters
  Score: Raw -137154.672062 + Penalty 2409.540344 = -134745.131718
  nChanged 0
		SP:Iteration 37F (116517.810000 sec): 3 clusters
  Score: Raw -137154.672062 + Penalty 2409.540344 = -134745.131718
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 96 (1797 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (116517.870000 sec): 2 clusters
  Score: Raw -153595.646074 + Penalty 1217.754507 = -152377.891567
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (116517.900000 sec): 3 clusters
  Score: Raw -152846.504589 + Penalty 2435.509013 = -150410.995575
  nChanged 607
		SP:Iteration 1F (116517.940000 sec): 3 clusters
  Score: Raw -153275.075631 + Penalty 2435.509013 = -150839.566618
  nChanged 158
		SP:Iteration 2F (116517.970000 sec): 3 clusters
  Score: Raw -153400.070659 + Penalty 2435.509013 = -150964.561646
  nChanged 95
		SP:Iteration 3F (116518.010000 sec): 3 clusters
  Score: Raw -153488.221629 + Penalty 2435.509013 = -151052.712616
  nChanged 71
		SP:Iteration 4Q (116518.040000 sec): 3 clusters
  Score: Raw -153550.540849 + Penalty 2435.509013 = -151115.031836
  nChanged 58
		SP:Iteration 5Q (116518.080000 sec): 3 clusters
  Score: Raw -153598.253872 + Penalty 2435.509013 = -151162.744859
  nChanged 51
		SP:Iteration 6Q (116518.110000 sec): 3 clusters
  Score: Raw -153659.080633 + Penalty 2435.509013 = -151223.571620
  nChanged 46
		SP:Iteration 7Q (116518.140000 sec): 3 clusters
  Score: Raw -153712.734860 + Penalty 2435.509013 = -151277.225846
  nChanged 46
		SP:Iteration 8Q (116518.180000 sec): 3 clusters
  Score: Raw -153758.950941 + Penalty 2435.509013 = -151323.441928
  nChanged 35
		SP:Iteration 9Q (116518.210000 sec): 3 clusters
  Score: Raw -153795.797275 + Penalty 2435.509013 = -151360.288262
  nChanged 35
		SP:Iteration 10Q (116518.250000 sec): 3 clusters
  Score: Raw -153826.488182 + Penalty 2435.509013 = -151390.979169
  nChanged 30
		SP:Iteration 11Q (116518.280000 sec): 3 clusters
  Score: Raw -153856.017863 + Penalty 2435.509013 = -151420.508850
  nChanged 34
		SP:Iteration 12Q (116518.320000 sec): 3 clusters
  Score: Raw -153889.406520 + Penalty 2435.509013 = -151453.897506
  nChanged 37
		SP:Iteration 13Q (116518.350000 sec): 3 clusters
  Score: Raw -153929.446038 + Penalty 2435.509013 = -151493.937025
  nChanged 44
		SP:Iteration 14Q (116518.380000 sec): 3 clusters
  Score: Raw -153979.498148 + Penalty 2435.509013 = -151543.989135
  nChanged 43
		SP:Iteration 15Q (116518.420000 sec): 3 clusters
  Score: Raw -154018.044435 + Penalty 2435.509013 = -151582.535422
  nChanged 31
		SP:Iteration 16Q (116518.450000 sec): 3 clusters
  Score: Raw -154052.521073 + Penalty 2435.509013 = -151617.012060
  nChanged 33
		SP:Iteration 17Q (116518.480000 sec): 3 clusters
  Score: Raw -154087.829669 + Penalty 2435.509013 = -151652.320656
  nChanged 30
		SP:Iteration 18Q (116518.520000 sec): 3 clusters
  Score: Raw -154115.472192 + Penalty 2435.509013 = -151679.963179
  nChanged 21
		SP:Iteration 19Q (116518.550000 sec): 3 clusters
  Score: Raw -154134.008256 + Penalty 2435.509013 = -151698.499243
  nChanged 18
		SP:Iteration 20F (116518.580000 sec): 3 clusters
  Score: Raw -154150.400470 + Penalty 2435.509013 = -151714.891457
  nChanged 14
		SP:Iteration 21Q (116518.620000 sec): 3 clusters
  Score: Raw -154160.150383 + Penalty 2435.509013 = -151724.641369
  nChanged 14
		SP:Iteration 22Q (116518.650000 sec): 3 clusters
  Score: Raw -154168.694050 + Penalty 2435.509013 = -151733.185037
  nChanged 16
		SP:Iteration 23Q (116518.680000 sec): 3 clusters
  Score: Raw -154182.210483 + Penalty 2435.509013 = -151746.701470
  nChanged 13
		SP:Iteration 24Q (116518.720000 sec): 3 clusters
  Score: Raw -154192.348336 + Penalty 2435.509013 = -151756.839323
  nChanged 11
		SP:Iteration 25Q (116518.750000 sec): 3 clusters
  Score: Raw -154198.554702 + Penalty 2435.509013 = -151763.045688
  nChanged 9
		SP:Iteration 26Q (116518.780000 sec): 3 clusters
  Score: Raw -154203.465895 + Penalty 2435.509013 = -151767.956882
  nChanged 8
		SP:Iteration 27Q (116518.820000 sec): 3 clusters
  Score: Raw -154208.467006 + Penalty 2435.509013 = -151772.957993
  nChanged 5
		SP:Iteration 28Q (116518.850000 sec): 3 clusters
  Score: Raw -154210.456066 + Penalty 2435.509013 = -151774.947053
  nChanged 0
		SP:Iteration 29F (116518.880000 sec): 3 clusters
  Score: Raw -154210.456066 + Penalty 2435.509013 = -151774.947053
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 97 (3963 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (116518.960000 sec): 2 clusters
  Score: Raw -378324.582516 + Penalty 1346.272946 = -376978.309569
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (116519.040000 sec): 3 clusters
  Score: Raw -376366.853445 + Penalty 2692.545893 = -373674.307552
  nChanged 1500
		SP:Iteration 1F (116519.110000 sec): 3 clusters
  Score: Raw -377217.799609 + Penalty 2692.545893 = -374525.253716
  nChanged 298
		SP:Iteration 2F (116519.190000 sec): 3 clusters
  Score: Raw -377389.098437 + Penalty 2692.545893 = -374696.552544
  nChanged 217
		SP:Iteration 3F (116519.260000 sec): 3 clusters
  Score: Raw -377492.461173 + Penalty 2692.545893 = -374799.915280
  nChanged 143
		SP:Iteration 4Q (116519.340000 sec): 3 clusters
  Score: Raw -377560.966881 + Penalty 2692.545893 = -374868.420988
  nChanged 107
		SP:Iteration 5Q (116519.420000 sec): 3 clusters
  Score: Raw -377605.588629 + Penalty 2692.545893 = -374913.042736
  nChanged 87
		SP:Iteration 6Q (116519.490000 sec): 3 clusters
  Score: Raw -377645.777689 + Penalty 2692.545893 = -374953.231796
  nChanged 79
		SP:Iteration 7Q (116519.570000 sec): 3 clusters
  Score: Raw -377682.654704 + Penalty 2692.545893 = -374990.108811
  nChanged 79
		SP:Iteration 8Q (116519.640000 sec): 3 clusters
  Score: Raw -377726.503620 + Penalty 2692.545893 = -375033.957727
  nChanged 100
		SP:Iteration 9Q (116519.720000 sec): 3 clusters
  Score: Raw -377780.561690 + Penalty 2692.545893 = -375088.015797
  nChanged 93
		SP:Iteration 10Q (116519.800000 sec): 3 clusters
  Score: Raw -377829.586510 + Penalty 2692.545893 = -375137.040617
  nChanged 87
		SP:Iteration 11Q (116519.870000 sec): 3 clusters
  Score: Raw -377878.826561 + Penalty 2692.545893 = -375186.280669
  nChanged 89
		SP:Iteration 12Q (116519.940000 sec): 3 clusters
  Score: Raw -377943.694785 + Penalty 2692.545893 = -375251.148892
  nChanged 94
		SP:Iteration 13Q (116520.020000 sec): 3 clusters
  Score: Raw -378018.798566 + Penalty 2692.545893 = -375326.252673
  nChanged 98
		SP:Iteration 14Q (116520.100000 sec): 3 clusters
  Score: Raw -378091.818189 + Penalty 2692.545893 = -375399.272296
  nChanged 81
		SP:Iteration 15Q (116520.170000 sec): 3 clusters
  Score: Raw -378149.072758 + Penalty 2692.545893 = -375456.526865
  nChanged 64
		SP:Iteration 16Q (116520.240000 sec): 3 clusters
  Score: Raw -378192.229401 + Penalty 2692.545893 = -375499.683508
  nChanged 53
		SP:Iteration 17Q (116520.320000 sec): 3 clusters
  Score: Raw -378232.378566 + Penalty 2692.545893 = -375539.832673
  nChanged 52
		SP:Iteration 18Q (116520.390000 sec): 3 clusters
  Score: Raw -378271.161718 + Penalty 2692.545893 = -375578.615825
  nChanged 49
		SP:Iteration 19Q (116520.460000 sec): 3 clusters
  Score: Raw -378309.675805 + Penalty 2692.545893 = -375617.129912
  nChanged 40
		SP:Iteration 20F (116520.530000 sec): 3 clusters
  Score: Raw -378341.395394 + Penalty 2692.545893 = -375648.849501
  nChanged 33
		SP:Iteration 21Q (116520.600000 sec): 3 clusters
  Score: Raw -378374.595835 + Penalty 2692.545893 = -375682.049942
  nChanged 19
		SP:Iteration 22Q (116520.680000 sec): 3 clusters
  Score: Raw -378393.400261 + Penalty 2692.545893 = -375700.854368
  nChanged 22
		SP:Iteration 23Q (116520.750000 sec): 3 clusters
  Score: Raw -378412.012585 + Penalty 2692.545893 = -375719.466693
  nChanged 18
		SP:Iteration 24Q (116520.820000 sec): 3 clusters
  Score: Raw -378429.452717 + Penalty 2692.545893 = -375736.906824
  nChanged 12
		SP:Iteration 25Q (116520.890000 sec): 3 clusters
  Score: Raw -378437.584357 + Penalty 2692.545893 = -375745.038464
  nChanged 10
		SP:Iteration 26Q (116520.960000 sec): 3 clusters
  Score: Raw -378445.725204 + Penalty 2692.545893 = -375753.179311
  nChanged 4
		SP:Iteration 27Q (116521.030000 sec): 3 clusters
  Score: Raw -378448.933719 + Penalty 2692.545893 = -375756.387826
  nChanged 4
		SP:Iteration 28Q (116521.100000 sec): 3 clusters
  Score: Raw -378451.534971 + Penalty 2692.545893 = -375758.989078
  nChanged 4
		SP:Iteration 29Q (116521.170000 sec): 3 clusters
  Score: Raw -378454.601795 + Penalty 2692.545893 = -375762.055903
  nChanged 2
		SP:Iteration 30Q (116521.240000 sec): 3 clusters
  Score: Raw -378457.209717 + Penalty 2692.545893 = -375764.663825
  nChanged 1
		SP:Iteration 31Q (116521.310000 sec): 3 clusters
  Score: Raw -378457.871851 + Penalty 2692.545893 = -375765.325958
  nChanged 1
		SP:Iteration 32Q (116521.380000 sec): 3 clusters
  Score: Raw -378459.228620 + Penalty 2692.545893 = -375766.682728
  nChanged 0
		SP:Iteration 33F (116521.460000 sec): 3 clusters
  Score: Raw -378459.228620 + Penalty 2692.545893 = -375766.682728
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 98 (966 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (116521.510000 sec): 2 clusters
  Score: Raw -82637.016619 + Penalty 1116.889123 = -81520.127496
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (116521.530000 sec): 3 clusters
  Score: Raw -82327.256936 + Penalty 2233.778246 = -80093.478690
  nChanged 282
		SP:Iteration 1F (116521.550000 sec): 3 clusters
  Score: Raw -82559.778059 + Penalty 2233.778246 = -80325.999813
  nChanged 75
		SP:Iteration 2F (116521.570000 sec): 3 clusters
  Score: Raw -82626.156332 + Penalty 2233.778246 = -80392.378086
  nChanged 33
		SP:Iteration 3Q (116521.590000 sec): 3 clusters
  Score: Raw -82666.654227 + Penalty 2233.778246 = -80432.875981
  nChanged 25
		SP:Iteration 4Q (116521.610000 sec): 3 clusters
  Score: Raw -82697.397116 + Penalty 2233.778246 = -80463.618870
  nChanged 16
		SP:Iteration 5Q (116521.620000 sec): 3 clusters
  Score: Raw -82716.004052 + Penalty 2233.778246 = -80482.225806
  nChanged 14
		SP:Iteration 6Q (116521.640000 sec): 3 clusters
  Score: Raw -82733.396997 + Penalty 2233.778246 = -80499.618750
  nChanged 11
		SP:Iteration 7Q (116521.660000 sec): 3 clusters
  Score: Raw -82744.665794 + Penalty 2233.778246 = -80510.887548
  nChanged 6
		SP:Iteration 8Q (116521.680000 sec): 3 clusters
  Score: Raw -82752.517079 + Penalty 2233.778246 = -80518.738833
  nChanged 9
		SP:Iteration 9Q (116521.700000 sec): 3 clusters
  Score: Raw -82759.667541 + Penalty 2233.778246 = -80525.889295
  nChanged 7
		SP:Iteration 10Q (116521.720000 sec): 3 clusters
  Score: Raw -82765.827729 + Penalty 2233.778246 = -80532.049482
  nChanged 4
		SP:Iteration 11Q (116521.740000 sec): 3 clusters
  Score: Raw -82770.235204 + Penalty 2233.778246 = -80536.456958
  nChanged 8
		SP:Iteration 12Q (116521.760000 sec): 3 clusters
  Score: Raw -82779.454231 + Penalty 2233.778246 = -80545.675985
  nChanged 5
		SP:Iteration 13Q (116521.780000 sec): 3 clusters
  Score: Raw -82786.382377 + Penalty 2233.778246 = -80552.604131
  nChanged 2
		SP:Iteration 14Q (116521.800000 sec): 3 clusters
  Score: Raw -82790.213942 + Penalty 2233.778246 = -80556.435696
  nChanged 5
		SP:Iteration 15Q (116521.820000 sec): 3 clusters
  Score: Raw -82795.030822 + Penalty 2233.778246 = -80561.252575
  nChanged 5
		SP:Iteration 16Q (116521.840000 sec): 3 clusters
  Score: Raw -82799.267516 + Penalty 2233.778246 = -80565.489270
  nChanged 5
		SP:Iteration 17Q (116521.860000 sec): 3 clusters
  Score: Raw -82801.483414 + Penalty 2233.778246 = -80567.705168
  nChanged 4
		SP:Iteration 18Q (116521.880000 sec): 3 clusters
  Score: Raw -82804.630170 + Penalty 2233.778246 = -80570.851924
  nChanged 1
		SP:Iteration 19Q (116521.900000 sec): 3 clusters
  Score: Raw -82805.418546 + Penalty 2233.778246 = -80571.640300
  nChanged 2
		SP:Iteration 20F (116521.920000 sec): 3 clusters
  Score: Raw -82808.196842 + Penalty 2233.778246 = -80574.418596
  nChanged 4
		SP:Iteration 21Q (116521.930000 sec): 3 clusters
  Score: Raw -82810.517543 + Penalty 2233.778246 = -80576.739297
  nChanged 2
		SP:Iteration 22Q (116521.950000 sec): 3 clusters
  Score: Raw -82813.251677 + Penalty 2233.778246 = -80579.473431
  nChanged 2
		SP:Iteration 23Q (116521.970000 sec): 3 clusters
  Score: Raw -82814.138038 + Penalty 2233.778246 = -80580.359792
  nChanged 3
		SP:Iteration 24Q (116521.990000 sec): 3 clusters
  Score: Raw -82817.742714 + Penalty 2233.778246 = -80583.964468
  nChanged 2
		SP:Iteration 25Q (116522.010000 sec): 3 clusters
  Score: Raw -82819.325087 + Penalty 2233.778246 = -80585.546841
  nChanged 4
		SP:Iteration 26Q (116522.030000 sec): 3 clusters
  Score: Raw -82823.542129 + Penalty 2233.778246 = -80589.763883
  nChanged 2
		SP:Iteration 27Q (116522.050000 sec): 3 clusters
  Score: Raw -82829.155538 + Penalty 2233.778246 = -80595.377292
  nChanged 4
		SP:Iteration 28Q (116522.070000 sec): 3 clusters
  Score: Raw -82834.316474 + Penalty 2233.778246 = -80600.538228
  nChanged 4
		SP:Iteration 29Q (116522.090000 sec): 3 clusters
  Score: Raw -82839.716965 + Penalty 2233.778246 = -80605.938719
  nChanged 5
		SP:Iteration 30Q (116522.110000 sec): 3 clusters
  Score: Raw -82844.614251 + Penalty 2233.778246 = -80610.836005
  nChanged 5
		SP:Iteration 31Q (116522.130000 sec): 3 clusters
  Score: Raw -82848.201360 + Penalty 2233.778246 = -80614.423113
  nChanged 7
		SP:Iteration 32Q (116522.140000 sec): 3 clusters
  Score: Raw -82855.553245 + Penalty 2233.778246 = -80621.774999
  nChanged 4
		SP:Iteration 33Q (116522.160000 sec): 3 clusters
  Score: Raw -82859.694828 + Penalty 2233.778246 = -80625.916582
  nChanged 4
		SP:Iteration 34Q (116522.180000 sec): 3 clusters
  Score: Raw -82864.958774 + Penalty 2233.778246 = -80631.180528
  nChanged 4
		SP:Iteration 35Q (116522.200000 sec): 3 clusters
  Score: Raw -82869.606026 + Penalty 2233.778246 = -80635.827780
  nChanged 3
		SP:Iteration 36Q (116522.220000 sec): 3 clusters
  Score: Raw -82870.570283 + Penalty 2233.778246 = -80636.792037
  nChanged 2
		SP:Iteration 37Q (116522.240000 sec): 3 clusters
  Score: Raw -82872.664175 + Penalty 2233.778246 = -80638.885929
  nChanged 4
		SP:Iteration 38Q (116522.260000 sec): 3 clusters
  Score: Raw -82875.467792 + Penalty 2233.778246 = -80641.689546
  nChanged 3
		SP:Iteration 39Q (116522.280000 sec): 3 clusters
  Score: Raw -82877.791616 + Penalty 2233.778246 = -80644.013370
  nChanged 3
		SP:Iteration 40F (116522.300000 sec): 3 clusters
  Score: Raw -82878.990142 + Penalty 2233.778246 = -80645.211896
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 99 (2321 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (116522.360000 sec): 2 clusters
  Score: Raw -198886.277863 + Penalty 1259.334929 = -197626.942934
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (116522.410000 sec): 3 clusters
  Score: Raw -197863.219041 + Penalty 2518.669857 = -195344.549184
  nChanged 822
		SP:Iteration 1F (116522.450000 sec): 3 clusters
  Score: Raw -198370.351836 + Penalty 2518.669857 = -195851.681979
  nChanged 201
		SP:Iteration 2F (116522.500000 sec): 3 clusters
  Score: Raw -198533.806286 + Penalty 2518.669857 = -196015.136429
  nChanged 147
		SP:Iteration 3F (116522.540000 sec): 3 clusters
  Score: Raw -198644.264290 + Penalty 2518.669857 = -196125.594432
  nChanged 94
		SP:Iteration 4Q (116522.580000 sec): 3 clusters
  Score: Raw -198709.474528 + Penalty 2518.669857 = -196190.804671
  nChanged 75
		SP:Iteration 5Q (116522.630000 sec): 3 clusters
  Score: Raw -198751.106135 + Penalty 2518.669857 = -196232.436278
  nChanged 48
		SP:Iteration 6Q (116522.680000 sec): 3 clusters
  Score: Raw -198782.628164 + Penalty 2518.669857 = -196263.958307
  nChanged 36
		SP:Iteration 7Q (116522.720000 sec): 3 clusters
  Score: Raw -198806.629678 + Penalty 2518.669857 = -196287.959821
  nChanged 41
		SP:Iteration 8Q (116522.760000 sec): 3 clusters
  Score: Raw -198831.873266 + Penalty 2518.669857 = -196313.203409
  nChanged 37
		SP:Iteration 9Q (116522.810000 sec): 3 clusters
  Score: Raw -198854.749672 + Penalty 2518.669857 = -196336.079814
  nChanged 41
		SP:Iteration 10Q (116522.850000 sec): 3 clusters
  Score: Raw -198883.060201 + Penalty 2518.669857 = -196364.390344
  nChanged 36
		SP:Iteration 11Q (116522.900000 sec): 3 clusters
  Score: Raw -198905.939979 + Penalty 2518.669857 = -196387.270122
  nChanged 42
		SP:Iteration 12Q (116522.940000 sec): 3 clusters
  Score: Raw -198935.189679 + Penalty 2518.669857 = -196416.519822
  nChanged 40
		SP:Iteration 13Q (116522.990000 sec): 3 clusters
  Score: Raw -198965.073090 + Penalty 2518.669857 = -196446.403233
  nChanged 43
		SP:Iteration 14Q (116523.030000 sec): 3 clusters
  Score: Raw -198999.302059 + Penalty 2518.669857 = -196480.632202
  nChanged 42
		SP:Iteration 15Q (116523.080000 sec): 3 clusters
  Score: Raw -199035.474573 + Penalty 2518.669857 = -196516.804716
  nChanged 39
		SP:Iteration 16Q (116523.120000 sec): 3 clusters
  Score: Raw -199065.598582 + Penalty 2518.669857 = -196546.928725
  nChanged 36
		SP:Iteration 17Q (116523.160000 sec): 3 clusters
  Score: Raw -199093.877385 + Penalty 2518.669857 = -196575.207528
  nChanged 35
		SP:Iteration 18Q (116523.210000 sec): 3 clusters
  Score: Raw -199120.031816 + Penalty 2518.669857 = -196601.361959
  nChanged 36
		SP:Iteration 19Q (116523.250000 sec): 3 clusters
  Score: Raw -199145.405530 + Penalty 2518.669857 = -196626.735673
  nChanged 36
		SP:Iteration 20F (116523.290000 sec): 3 clusters
  Score: Raw -199176.237632 + Penalty 2518.669857 = -196657.567775
  nChanged 35
		SP:Iteration 21Q (116523.340000 sec): 3 clusters
  Score: Raw -199200.925468 + Penalty 2518.669857 = -196682.255611
  nChanged 39
		SP:Iteration 22Q (116523.380000 sec): 3 clusters
  Score: Raw -199229.762184 + Penalty 2518.669857 = -196711.092327
  nChanged 36
		SP:Iteration 23Q (116523.420000 sec): 3 clusters
  Score: Raw -199257.739862 + Penalty 2518.669857 = -196739.070005
  nChanged 41
		SP:Iteration 24Q (116523.470000 sec): 3 clusters
  Score: Raw -199286.499567 + Penalty 2518.669857 = -196767.829710
  nChanged 42
		SP:Iteration 25Q (116523.510000 sec): 3 clusters
  Score: Raw -199313.184994 + Penalty 2518.669857 = -196794.515137
  nChanged 27
		SP:Iteration 26Q (116523.550000 sec): 3 clusters
  Score: Raw -199330.373272 + Penalty 2518.669857 = -196811.703415
  nChanged 24
		SP:Iteration 27Q (116523.600000 sec): 3 clusters
  Score: Raw -199346.841145 + Penalty 2518.669857 = -196828.171288
  nChanged 20
		SP:Iteration 28Q (116523.640000 sec): 3 clusters
  Score: Raw -199360.515316 + Penalty 2518.669857 = -196841.845459
  nChanged 20
		SP:Iteration 29Q (116523.680000 sec): 3 clusters
  Score: Raw -199373.060878 + Penalty 2518.669857 = -196854.391021
  nChanged 17
		SP:Iteration 30Q (116523.720000 sec): 3 clusters
  Score: Raw -199382.490829 + Penalty 2518.669857 = -196863.820972
  nChanged 12
		SP:Iteration 31Q (116523.770000 sec): 3 clusters
  Score: Raw -199387.475183 + Penalty 2518.669857 = -196868.805326
  nChanged 10
		SP:Iteration 32Q (116523.810000 sec): 3 clusters
  Score: Raw -199392.678924 + Penalty 2518.669857 = -196874.009067
  nChanged 10
		SP:Iteration 33Q (116523.850000 sec): 3 clusters
  Score: Raw -199397.242945 + Penalty 2518.669857 = -196878.573088
  nChanged 10
		SP:Iteration 34Q (116523.900000 sec): 3 clusters
  Score: Raw -199403.063939 + Penalty 2518.669857 = -196884.394082
  nChanged 14
		SP:Iteration 35Q (116523.940000 sec): 3 clusters
  Score: Raw -199410.975129 + Penalty 2518.669857 = -196892.305272
  nChanged 12
		SP:Iteration 36Q (116523.980000 sec): 3 clusters
  Score: Raw -199415.839751 + Penalty 2518.669857 = -196897.169894
  nChanged 5
		SP:Iteration 37Q (116524.020000 sec): 3 clusters
  Score: Raw -199417.887451 + Penalty 2518.669857 = -196899.217594
  nChanged 4
		SP:Iteration 38Q (116524.060000 sec): 3 clusters
  Score: Raw -199419.779820 + Penalty 2518.669857 = -196901.109963
  nChanged 5
		SP:Iteration 39Q (116524.100000 sec): 3 clusters
  Score: Raw -199422.434297 + Penalty 2518.669857 = -196903.764440
  nChanged 4
		SP:Iteration 40F (116524.150000 sec): 3 clusters
  Score: Raw -199424.065607 + Penalty 2518.669857 = -196905.395750
  nChanged 5
		SP:Iteration 41Q (116524.190000 sec): 3 clusters
  Score: Raw -199426.696215 + Penalty 2518.669857 = -196908.026358
  nChanged 3
		SP:Iteration 42Q (116524.230000 sec): 3 clusters
  Score: Raw -199427.393670 + Penalty 2518.669857 = -196908.723813
  nChanged 3
		SP:Iteration 43Q (116524.280000 sec): 3 clusters
  Score: Raw -199428.769127 + Penalty 2518.669857 = -196910.099270
  nChanged 5
		SP:Iteration 44Q (116524.320000 sec): 3 clusters
  Score: Raw -199431.353834 + Penalty 2518.669857 = -196912.683977
  nChanged 2
		SP:Iteration 45Q (116524.360000 sec): 3 clusters
  Score: Raw -199431.892867 + Penalty 2518.669857 = -196913.223010
  nChanged 2
		SP:Iteration 46Q (116524.400000 sec): 3 clusters
  Score: Raw -199432.486823 + Penalty 2518.669857 = -196913.816966
  nChanged 2
		SP:Iteration 47Q (116524.440000 sec): 3 clusters
  Score: Raw -199434.271509 + Penalty 2518.669857 = -196915.601652
  nChanged 4
		SP:Iteration 48Q (116524.490000 sec): 3 clusters
  Score: Raw -199435.723773 + Penalty 2518.669857 = -196917.053916
  nChanged 2
		SP:Iteration 49Q (116524.530000 sec): 3 clusters
  Score: Raw -199436.476109 + Penalty 2518.669857 = -196917.806252
  nChanged 3
		SP:Iteration 50Q (116524.570000 sec): 3 clusters
  Score: Raw -199437.150899 + Penalty 2518.669857 = -196918.481042
  nChanged 1
		SP:Iteration 51Q (116524.620000 sec): 3 clusters
  Score: Raw -199437.651215 + Penalty 2518.669857 = -196918.981358
  nChanged 1
		SP:Iteration 52Q (116524.660000 sec): 3 clusters
  Score: Raw -199437.780209 + Penalty 2518.669857 = -196919.110352
  nChanged 0
		SP:Iteration 53F (116524.700000 sec): 3 clusters
  Score: Raw -199437.780209 + Penalty 2518.669857 = -196919.110352
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 100 (3051 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (116524.770000 sec): 2 clusters
  Score: Raw -255485.494913 + Penalty 1303.774011 = -254181.720902
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (116524.830000 sec): 3 clusters
  Score: Raw -254052.821667 + Penalty 2607.548023 = -251445.273645
  nChanged 1176
		SP:Iteration 1F (116524.890000 sec): 3 clusters
  Score: Raw -254784.671588 + Penalty 2607.548023 = -252177.123566
  nChanged 264
		SP:Iteration 2F (116524.950000 sec): 3 clusters
  Score: Raw -254984.574473 + Penalty 2607.548023 = -252377.026450
  nChanged 190
		SP:Iteration 3F (116525.000000 sec): 3 clusters
  Score: Raw -255123.568914 + Penalty 2607.548023 = -252516.020892
  nChanged 166
		SP:Iteration 4F (116525.060000 sec): 3 clusters
  Score: Raw -255241.393936 + Penalty 2607.548023 = -252633.845914
  nChanged 122
		SP:Iteration 5Q (116525.120000 sec): 3 clusters
  Score: Raw -255322.122879 + Penalty 2607.548023 = -252714.574857
  nChanged 99
		SP:Iteration 6Q (116525.180000 sec): 3 clusters
  Score: Raw -255377.019926 + Penalty 2607.548023 = -252769.471904
  nChanged 82
		SP:Iteration 7Q (116525.240000 sec): 3 clusters
  Score: Raw -255420.666029 + Penalty 2607.548023 = -252813.118007
  nChanged 70
		SP:Iteration 8Q (116525.300000 sec): 3 clusters
  Score: Raw -255453.182445 + Penalty 2607.548023 = -252845.634423
  nChanged 66
		SP:Iteration 9Q (116525.350000 sec): 3 clusters
  Score: Raw -255487.042206 + Penalty 2607.548023 = -252879.494183
  nChanged 64
		SP:Iteration 10Q (116525.410000 sec): 3 clusters
  Score: Raw -255523.538330 + Penalty 2607.548023 = -252915.990307
  nChanged 59
		SP:Iteration 11Q (116525.470000 sec): 3 clusters
  Score: Raw -255560.641305 + Penalty 2607.548023 = -252953.093283
  nChanged 55
		SP:Iteration 12Q (116525.530000 sec): 3 clusters
  Score: Raw -255599.758882 + Penalty 2607.548023 = -252992.210859
  nChanged 64
		SP:Iteration 13Q (116525.590000 sec): 3 clusters
  Score: Raw -255630.783531 + Penalty 2607.548023 = -253023.235508
  nChanged 40
		SP:Iteration 14Q (116525.640000 sec): 3 clusters
  Score: Raw -255649.498827 + Penalty 2607.548023 = -253041.950805
  nChanged 32
		SP:Iteration 15Q (116525.700000 sec): 3 clusters
  Score: Raw -255667.918214 + Penalty 2607.548023 = -253060.370191
  nChanged 32
		SP:Iteration 16Q (116525.760000 sec): 3 clusters
  Score: Raw -255682.172855 + Penalty 2607.548023 = -253074.624832
  nChanged 25
		SP:Iteration 17Q (116525.820000 sec): 3 clusters
  Score: Raw -255691.951207 + Penalty 2607.548023 = -253084.403185
  nChanged 10
		SP:Iteration 18Q (116525.880000 sec): 3 clusters
  Score: Raw -255694.695572 + Penalty 2607.548023 = -253087.147549
  nChanged 5
		SP:Iteration 19Q (116525.940000 sec): 3 clusters
  Score: Raw -255697.902383 + Penalty 2607.548023 = -253090.354361
  nChanged 5
		SP:Iteration 20F (116525.990000 sec): 3 clusters
  Score: Raw -255699.692620 + Penalty 2607.548023 = -253092.144598
  nChanged 4
		SP:Iteration 21Q (116526.050000 sec): 3 clusters
  Score: Raw -255701.223776 + Penalty 2607.548023 = -253093.675753
  nChanged 5
		SP:Iteration 22Q (116526.110000 sec): 3 clusters
  Score: Raw -255702.737190 + Penalty 2607.548023 = -253095.189168
  nChanged 2
		SP:Iteration 23Q (116526.170000 sec): 3 clusters
  Score: Raw -255703.231217 + Penalty 2607.548023 = -253095.683195
  nChanged 1
		SP:Iteration 24Q (116526.230000 sec): 3 clusters
  Score: Raw -255703.411094 + Penalty 2607.548023 = -253095.863072
  nChanged 0
		SP:Iteration 25F (116526.280000 sec): 3 clusters
  Score: Raw -255703.411094 + Penalty 2607.548023 = -253095.863072
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 101 (2751 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (116526.350000 sec): 2 clusters
  Score: Raw -225289.175942 + Penalty 1286.954461 = -224002.221481
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (116526.400000 sec): 3 clusters
  Score: Raw -224072.087275 + Penalty 2573.908922 = -221498.178352
  nChanged 1003
		SP:Iteration 1F (116526.460000 sec): 3 clusters
  Score: Raw -224702.838623 + Penalty 2573.908922 = -222128.929701
  nChanged 216
		SP:Iteration 2F (116526.520000 sec): 3 clusters
  Score: Raw -224878.842310 + Penalty 2573.908922 = -222304.933388
  nChanged 166
		SP:Iteration 3F (116526.570000 sec): 3 clusters
  Score: Raw -225016.743691 + Penalty 2573.908922 = -222442.834768
  nChanged 142
		SP:Iteration 4F (116526.620000 sec): 3 clusters
  Score: Raw -225155.678471 + Penalty 2573.908922 = -222581.769549
  nChanged 137
		SP:Iteration 5Q (116526.680000 sec): 3 clusters
  Score: Raw -225314.127328 + Penalty 2573.908922 = -222740.218406
  nChanged 130
		SP:Iteration 6Q (116526.730000 sec): 3 clusters
  Score: Raw -225475.797350 + Penalty 2573.908922 = -222901.888428
  nChanged 137
		SP:Iteration 7Q (116526.790000 sec): 3 clusters
  Score: Raw -225659.464678 + Penalty 2573.908922 = -223085.555755
  nChanged 125
		SP:Iteration 8Q (116526.840000 sec): 3 clusters
  Score: Raw -225834.788207 + Penalty 2573.908922 = -223260.879285
  nChanged 120
		SP:Iteration 9Q (116526.890000 sec): 3 clusters
  Score: Raw -225981.110078 + Penalty 2573.908922 = -223407.201156
  nChanged 113
		SP:Iteration 10Q (116526.950000 sec): 3 clusters
  Score: Raw -226120.752444 + Penalty 2573.908922 = -223546.843521
  nChanged 107
		SP:Iteration 11Q (116527.000000 sec): 3 clusters
  Score: Raw -226246.677395 + Penalty 2573.908922 = -223672.768472
  nChanged 96
		SP:Iteration 12Q (116527.050000 sec): 3 clusters
  Score: Raw -226330.048014 + Penalty 2573.908922 = -223756.139092
  nChanged 65
		SP:Iteration 13Q (116527.100000 sec): 3 clusters
  Score: Raw -226379.563325 + Penalty 2573.908922 = -223805.654403
  nChanged 50
		SP:Iteration 14Q (116527.160000 sec): 3 clusters
  Score: Raw -226410.771894 + Penalty 2573.908922 = -223836.862972
  nChanged 33
		SP:Iteration 15Q (116527.210000 sec): 3 clusters
  Score: Raw -226427.354134 + Penalty 2573.908922 = -223853.445211
  nChanged 22
		SP:Iteration 16Q (116527.260000 sec): 3 clusters
  Score: Raw -226437.948455 + Penalty 2573.908922 = -223864.039533
  nChanged 16
		SP:Iteration 17Q (116527.310000 sec): 3 clusters
  Score: Raw -226446.221217 + Penalty 2573.908922 = -223872.312295
  nChanged 14
		SP:Iteration 18Q (116527.360000 sec): 3 clusters
  Score: Raw -226453.028674 + Penalty 2573.908922 = -223879.119751
  nChanged 13
		SP:Iteration 19Q (116527.420000 sec): 3 clusters
  Score: Raw -226459.530822 + Penalty 2573.908922 = -223885.621900
  nChanged 19
		SP:Iteration 20F (116527.470000 sec): 3 clusters
  Score: Raw -226467.472167 + Penalty 2573.908922 = -223893.563244
  nChanged 12
		SP:Iteration 21Q (116527.520000 sec): 3 clusters
  Score: Raw -226473.194062 + Penalty 2573.908922 = -223899.285140
  nChanged 14
		SP:Iteration 22Q (116527.570000 sec): 3 clusters
  Score: Raw -226478.401665 + Penalty 2573.908922 = -223904.492743
  nChanged 8
		SP:Iteration 23Q (116527.620000 sec): 3 clusters
  Score: Raw -226481.228386 + Penalty 2573.908922 = -223907.319464
  nChanged 10
		SP:Iteration 24Q (116527.680000 sec): 3 clusters
  Score: Raw -226484.162160 + Penalty 2573.908922 = -223910.253238
  nChanged 6
		SP:Iteration 25Q (116527.730000 sec): 3 clusters
  Score: Raw -226486.928678 + Penalty 2573.908922 = -223913.019756
  nChanged 6
		SP:Iteration 26Q (116527.780000 sec): 3 clusters
  Score: Raw -226489.410021 + Penalty 2573.908922 = -223915.501099
  nChanged 7
		SP:Iteration 27Q (116527.830000 sec): 3 clusters
  Score: Raw -226492.272645 + Penalty 2573.908922 = -223918.363723
  nChanged 5
		SP:Iteration 28Q (116527.880000 sec): 3 clusters
  Score: Raw -226495.725321 + Penalty 2573.908922 = -223921.816399
  nChanged 8
		SP:Iteration 29Q (116527.930000 sec): 3 clusters
  Score: Raw -226500.119154 + Penalty 2573.908922 = -223926.210232
  nChanged 7
		SP:Iteration 30Q (116527.980000 sec): 3 clusters
  Score: Raw -226502.978244 + Penalty 2573.908922 = -223929.069321
  nChanged 6
		SP:Iteration 31Q (116528.040000 sec): 3 clusters
  Score: Raw -226506.318010 + Penalty 2573.908922 = -223932.409087
  nChanged 3
		SP:Iteration 32Q (116528.090000 sec): 3 clusters
  Score: Raw -226508.001779 + Penalty 2573.908922 = -223934.092856
  nChanged 4
		SP:Iteration 33Q (116528.140000 sec): 3 clusters
  Score: Raw -226509.529688 + Penalty 2573.908922 = -223935.620766
  nChanged 4
		SP:Iteration 34Q (116528.190000 sec): 3 clusters
  Score: Raw -226510.762061 + Penalty 2573.908922 = -223936.853139
  nChanged 2
		SP:Iteration 35Q (116528.240000 sec): 3 clusters
  Score: Raw -226511.175440 + Penalty 2573.908922 = -223937.266517
  nChanged 1
		SP:Iteration 36Q (116528.290000 sec): 3 clusters
  Score: Raw -226511.523007 + Penalty 2573.908922 = -223937.614084
  nChanged 0
		SP:Iteration 37F (116528.350000 sec): 3 clusters
  Score: Raw -226511.523007 + Penalty 2573.908922 = -223937.614084
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 102 (1867 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (116528.410000 sec): 2 clusters
  Score: Raw -164030.597085 + Penalty 1223.964323 = -162806.632762
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (116528.440000 sec): 3 clusters
  Score: Raw -163247.181708 + Penalty 2447.928647 = -160799.253061
  nChanged 621
		SP:Iteration 1F (116528.480000 sec): 3 clusters
  Score: Raw -163655.411009 + Penalty 2447.928647 = -161207.482362
  nChanged 137
		SP:Iteration 2F (116528.520000 sec): 3 clusters
  Score: Raw -163753.242203 + Penalty 2447.928647 = -161305.313556
  nChanged 75
		SP:Iteration 3Q (116528.550000 sec): 3 clusters
  Score: Raw -163807.837555 + Penalty 2447.928647 = -161359.908908
  nChanged 59
		SP:Iteration 4Q (116528.590000 sec): 3 clusters
  Score: Raw -163847.642844 + Penalty 2447.928647 = -161399.714197
  nChanged 51
		SP:Iteration 5Q (116528.620000 sec): 3 clusters
  Score: Raw -163884.140581 + Penalty 2447.928647 = -161436.211934
  nChanged 47
		SP:Iteration 6Q (116528.660000 sec): 3 clusters
  Score: Raw -163915.094744 + Penalty 2447.928647 = -161467.166097
  nChanged 35
		SP:Iteration 7Q (116528.700000 sec): 3 clusters
  Score: Raw -163938.142457 + Penalty 2447.928647 = -161490.213811
  nChanged 32
		SP:Iteration 8Q (116528.730000 sec): 3 clusters
  Score: Raw -163956.514356 + Penalty 2447.928647 = -161508.585709
  nChanged 26
		SP:Iteration 9Q (116528.770000 sec): 3 clusters
  Score: Raw -163972.671856 + Penalty 2447.928647 = -161524.743209
  nChanged 24
		SP:Iteration 10Q (116528.800000 sec): 3 clusters
  Score: Raw -163988.150929 + Penalty 2447.928647 = -161540.222282
  nChanged 18
		SP:Iteration 11Q (116528.840000 sec): 3 clusters
  Score: Raw -163998.909134 + Penalty 2447.928647 = -161550.980488
  nChanged 14
		SP:Iteration 12Q (116528.880000 sec): 3 clusters
  Score: Raw -164006.480439 + Penalty 2447.928647 = -161558.551792
  nChanged 10
		SP:Iteration 13Q (116528.910000 sec): 3 clusters
  Score: Raw -164011.066075 + Penalty 2447.928647 = -161563.137429
  nChanged 11
		SP:Iteration 14Q (116528.950000 sec): 3 clusters
  Score: Raw -164016.221828 + Penalty 2447.928647 = -161568.293181
  nChanged 10
		SP:Iteration 15Q (116528.980000 sec): 3 clusters
  Score: Raw -164021.525262 + Penalty 2447.928647 = -161573.596616
  nChanged 9
		SP:Iteration 16Q (116529.020000 sec): 3 clusters
  Score: Raw -164024.751614 + Penalty 2447.928647 = -161576.822968
  nChanged 4
		SP:Iteration 17Q (116529.060000 sec): 3 clusters
  Score: Raw -164026.482277 + Penalty 2447.928647 = -161578.553630
  nChanged 5
		SP:Iteration 18Q (116529.090000 sec): 3 clusters
  Score: Raw -164029.139171 + Penalty 2447.928647 = -161581.210524
  nChanged 4
		SP:Iteration 19Q (116529.130000 sec): 3 clusters
  Score: Raw -164030.750451 + Penalty 2447.928647 = -161582.821804
  nChanged 5
		SP:Iteration 20F (116529.160000 sec): 3 clusters
  Score: Raw -164031.953141 + Penalty 2447.928647 = -161584.024494
  nChanged 1
		SP:Iteration 21Q (116529.200000 sec): 3 clusters
  Score: Raw -164032.697323 + Penalty 2447.928647 = -161584.768676
  nChanged 3
		SP:Iteration 22Q (116529.230000 sec): 3 clusters
  Score: Raw -164033.665232 + Penalty 2447.928647 = -161585.736585
  nChanged 2
		SP:Iteration 23Q (116529.270000 sec): 3 clusters
  Score: Raw -164034.803431 + Penalty 2447.928647 = -161586.874784
  nChanged 3
		SP:Iteration 24Q (116529.300000 sec): 3 clusters
  Score: Raw -164035.915320 + Penalty 2447.928647 = -161587.986673
  nChanged 0
		SP:Iteration 25F (116529.340000 sec): 3 clusters
  Score: Raw -164035.915320 + Penalty 2447.928647 = -161587.986673
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 103 (481 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (116529.380000 sec): 2 clusters
  Score: Raw -42794.463901 + Penalty 1003.578431 = -41790.885469
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (116529.390000 sec): 3 clusters
  Score: Raw -42766.958648 + Penalty 2007.156863 = -40759.801786
  nChanged 96
		SP:Iteration 1F (116529.400000 sec): 3 clusters
  Score: Raw -42982.512566 + Penalty 2007.156863 = -40975.355703
  nChanged 32
		SP:Iteration 2F (116529.410000 sec): 3 clusters
  Score: Raw -43336.402912 + Penalty 2007.156863 = -41329.246049
  nChanged 34
		SP:Iteration 3F (116529.420000 sec): 3 clusters
  Score: Raw -43403.197983 + Penalty 2007.156863 = -41396.041120
  nChanged 18
		SP:Iteration 4Q (116529.430000 sec): 3 clusters
  Score: Raw -43440.731713 + Penalty 2007.156863 = -41433.574850
  nChanged 13
		SP:Iteration 5Q (116529.440000 sec): 3 clusters
  Score: Raw -43466.136295 + Penalty 2007.156863 = -41458.979432
  nChanged 7
		SP:Iteration 6Q (116529.450000 sec): 3 clusters
  Score: Raw -43484.865799 + Penalty 2007.156863 = -41477.708936
  nChanged 4
		SP:Iteration 7Q (116529.460000 sec): 3 clusters
  Score: Raw -43491.622202 + Penalty 2007.156863 = -41484.465339
  nChanged 1
		SP:Iteration 8Q (116529.470000 sec): 3 clusters
  Score: Raw -43492.976402 + Penalty 2007.156863 = -41485.819540
  nChanged 1
		SP:Iteration 9Q (116529.480000 sec): 3 clusters
  Score: Raw -43494.213364 + Penalty 2007.156863 = -41487.056501
  nChanged 0
		SP:Iteration 10F (116529.490000 sec): 3 clusters
  Score: Raw -43494.213364 + Penalty 2007.156863 = -41487.056501
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 104 (4413 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (116529.570000 sec): 2 clusters
  Score: Raw -382655.580963 + Penalty 1363.750377 = -381291.830587
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (116529.670000 sec): 3 clusters
  Score: Raw -380428.848725 + Penalty 2727.500753 = -377701.347972
  nChanged 1779
		SP:Iteration 1F (116529.750000 sec): 3 clusters
  Score: Raw -381362.955471 + Penalty 2727.500753 = -378635.454718
  nChanged 314
		SP:Iteration 2F (116529.840000 sec): 3 clusters
  Score: Raw -381517.205836 + Penalty 2727.500753 = -378789.705083
  nChanged 213
		SP:Iteration 3Q (116529.930000 sec): 3 clusters
  Score: Raw -381604.372668 + Penalty 2727.500753 = -378876.871915
  nChanged 147
		SP:Iteration 4Q (116530.020000 sec): 3 clusters
  Score: Raw -381657.353467 + Penalty 2727.500753 = -378929.852714
  nChanged 107
		SP:Iteration 5Q (116530.100000 sec): 3 clusters
  Score: Raw -381695.897405 + Penalty 2727.500753 = -378968.396652
  nChanged 84
		SP:Iteration 6Q (116530.190000 sec): 3 clusters
  Score: Raw -381725.542007 + Penalty 2727.500753 = -378998.041254
  nChanged 84
		SP:Iteration 7Q (116530.280000 sec): 3 clusters
  Score: Raw -381752.894542 + Penalty 2727.500753 = -379025.393789
  nChanged 59
		SP:Iteration 8Q (116530.360000 sec): 3 clusters
  Score: Raw -381772.705695 + Penalty 2727.500753 = -379045.204942
  nChanged 56
		SP:Iteration 9Q (116530.450000 sec): 3 clusters
  Score: Raw -381792.010932 + Penalty 2727.500753 = -379064.510179
  nChanged 52
		SP:Iteration 10Q (116530.540000 sec): 3 clusters
  Score: Raw -381808.148292 + Penalty 2727.500753 = -379080.647539
  nChanged 52
		SP:Iteration 11Q (116530.630000 sec): 3 clusters
  Score: Raw -381823.536319 + Penalty 2727.500753 = -379096.035566
  nChanged 56
		SP:Iteration 12Q (116530.720000 sec): 3 clusters
  Score: Raw -381841.443744 + Penalty 2727.500753 = -379113.942991
  nChanged 46
		SP:Iteration 13Q (116530.800000 sec): 3 clusters
  Score: Raw -381853.825337 + Penalty 2727.500753 = -379126.324584
  nChanged 39
		SP:Iteration 14Q (116530.890000 sec): 3 clusters
  Score: Raw -381864.934236 + Penalty 2727.500753 = -379137.433483
  nChanged 43
		SP:Iteration 15Q (116530.980000 sec): 3 clusters
  Score: Raw -381877.798951 + Penalty 2727.500753 = -379150.298198
  nChanged 45
		SP:Iteration 16Q (116531.060000 sec): 3 clusters
  Score: Raw -381891.979194 + Penalty 2727.500753 = -379164.478441
  nChanged 49
		SP:Iteration 17Q (116531.150000 sec): 3 clusters
  Score: Raw -381909.081231 + Penalty 2727.500753 = -379181.580478
  nChanged 41
		SP:Iteration 18Q (116531.240000 sec): 3 clusters
  Score: Raw -381923.406899 + Penalty 2727.500753 = -379195.906146
  nChanged 46
		SP:Iteration 19Q (116531.330000 sec): 3 clusters
  Score: Raw -381940.438630 + Penalty 2727.500753 = -379212.937877
  nChanged 58
		SP:Iteration 20F (116531.410000 sec): 3 clusters
  Score: Raw -381955.992385 + Penalty 2727.500753 = -379228.491632
  nChanged 44
		SP:Iteration 21Q (116531.500000 sec): 3 clusters
  Score: Raw -381969.865376 + Penalty 2727.500753 = -379242.364623
  nChanged 42
		SP:Iteration 22Q (116531.590000 sec): 3 clusters
  Score: Raw -381981.273683 + Penalty 2727.500753 = -379253.772930
  nChanged 47
		SP:Iteration 23Q (116531.680000 sec): 3 clusters
  Score: Raw -381992.682019 + Penalty 2727.500753 = -379265.181266
  nChanged 40
		SP:Iteration 24Q (116531.760000 sec): 3 clusters
  Score: Raw -382003.736808 + Penalty 2727.500753 = -379276.236055
  nChanged 41
		SP:Iteration 25Q (116531.850000 sec): 3 clusters
  Score: Raw -382018.536678 + Penalty 2727.500753 = -379291.035925
  nChanged 56
		SP:Iteration 26Q (116531.940000 sec): 3 clusters
  Score: Raw -382039.521601 + Penalty 2727.500753 = -379312.020848
  nChanged 59
		SP:Iteration 27Q (116532.020000 sec): 3 clusters
  Score: Raw -382060.860113 + Penalty 2727.500753 = -379333.359360
  nChanged 68
		SP:Iteration 28Q (116532.110000 sec): 3 clusters
  Score: Raw -382083.745259 + Penalty 2727.500753 = -379356.244506
  nChanged 70
		SP:Iteration 29Q (116532.200000 sec): 3 clusters
  Score: Raw -382108.249430 + Penalty 2727.500753 = -379380.748677
  nChanged 69
		SP:Iteration 30Q (116532.280000 sec): 3 clusters
  Score: Raw -382135.389180 + Penalty 2727.500753 = -379407.888427
  nChanged 73
		SP:Iteration 31Q (116532.370000 sec): 3 clusters
  Score: Raw -382166.166453 + Penalty 2727.500753 = -379438.665700
  nChanged 91
		SP:Iteration 32Q (116532.460000 sec): 3 clusters
  Score: Raw -382207.515264 + Penalty 2727.500753 = -379480.014511
  nChanged 87
		SP:Iteration 33Q (116532.540000 sec): 3 clusters
  Score: Raw -382252.693899 + Penalty 2727.500753 = -379525.193146
  nChanged 94
		SP:Iteration 34Q (116532.630000 sec): 3 clusters
  Score: Raw -382299.833475 + Penalty 2727.500753 = -379572.332722
  nChanged 87
		SP:Iteration 35Q (116532.720000 sec): 3 clusters
  Score: Raw -382345.002648 + Penalty 2727.500753 = -379617.501895
  nChanged 87
		SP:Iteration 36Q (116532.800000 sec): 3 clusters
  Score: Raw -382394.645728 + Penalty 2727.500753 = -379667.144975
  nChanged 86
		SP:Iteration 37Q (116532.890000 sec): 3 clusters
  Score: Raw -382444.307570 + Penalty 2727.500753 = -379716.806817
  nChanged 86
		SP:Iteration 38Q (116532.980000 sec): 3 clusters
  Score: Raw -382495.647908 + Penalty 2727.500753 = -379768.147155
  nChanged 81
		SP:Iteration 39Q (116533.060000 sec): 3 clusters
  Score: Raw -382553.846139 + Penalty 2727.500753 = -379826.345386
  nChanged 67
		SP:Iteration 40F (116533.150000 sec): 3 clusters
  Score: Raw -382599.688132 + Penalty 2727.500753 = -379872.187379
  nChanged 63
		SP:Iteration 41Q (116533.230000 sec): 3 clusters
  Score: Raw -382651.813632 + Penalty 2727.500753 = -379924.312879
  nChanged 57
		SP:Iteration 42Q (116533.320000 sec): 3 clusters
  Score: Raw -382697.317043 + Penalty 2727.500753 = -379969.816290
  nChanged 39
		SP:Iteration 43Q (116533.400000 sec): 3 clusters
  Score: Raw -382724.147727 + Penalty 2727.500753 = -379996.646974
  nChanged 28
		SP:Iteration 44Q (116533.480000 sec): 3 clusters
  Score: Raw -382744.301101 + Penalty 2727.500753 = -380016.800348
  nChanged 22
		SP:Iteration 45Q (116533.570000 sec): 3 clusters
  Score: Raw -382761.537532 + Penalty 2727.500753 = -380034.036778
  nChanged 19
		SP:Iteration 46Q (116533.650000 sec): 3 clusters
  Score: Raw -382778.412704 + Penalty 2727.500753 = -380050.911951
  nChanged 17
		SP:Iteration 47Q (116533.730000 sec): 3 clusters
  Score: Raw -382792.259911 + Penalty 2727.500753 = -380064.759158
  nChanged 18
		SP:Iteration 48Q (116533.820000 sec): 3 clusters
  Score: Raw -382806.354621 + Penalty 2727.500753 = -380078.853868
  nChanged 11
		SP:Iteration 49Q (116533.900000 sec): 3 clusters
  Score: Raw -382815.003940 + Penalty 2727.500753 = -380087.503187
  nChanged 12
		SP:Iteration 50Q (116533.980000 sec): 3 clusters
  Score: Raw -382824.687370 + Penalty 2727.500753 = -380097.186617
  nChanged 12
		SP:Iteration 51Q (116534.060000 sec): 3 clusters
  Score: Raw -382835.461171 + Penalty 2727.500753 = -380107.960418
  nChanged 7
		SP:Iteration 52Q (116534.140000 sec): 3 clusters
  Score: Raw -382843.854572 + Penalty 2727.500753 = -380116.353819
  nChanged 8
		SP:Iteration 53Q (116534.220000 sec): 3 clusters
  Score: Raw -382856.129662 + Penalty 2727.500753 = -380128.628909
  nChanged 3
		SP:Iteration 54Q (116534.300000 sec): 3 clusters
  Score: Raw -382860.364698 + Penalty 2727.500753 = -380132.863945
  nChanged 2
		SP:Iteration 55Q (116534.380000 sec): 3 clusters
  Score: Raw -382861.611638 + Penalty 2727.500753 = -380134.110885
  nChanged 0
		SP:Iteration 56F (116534.460000 sec): 3 clusters
  Score: Raw -382861.611638 + Penalty 2727.500753 = -380134.110885
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 105 (870 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (116534.520000 sec): 2 clusters
  Score: Raw -78476.504622 + Penalty 1099.880147 = -77376.624475
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (116534.540000 sec): 3 clusters
  Score: Raw -78221.799676 + Penalty 2199.760294 = -76022.039382
  nChanged 238
		SP:Iteration 1F (116534.550000 sec): 3 clusters
  Score: Raw -78426.313435 + Penalty 2199.760294 = -76226.553141
  nChanged 54
		SP:Iteration 2F (116534.570000 sec): 3 clusters
  Score: Raw -78491.743769 + Penalty 2199.760294 = -76291.983475
  nChanged 30
		SP:Iteration 3Q (116534.590000 sec): 3 clusters
  Score: Raw -78520.212399 + Penalty 2199.760294 = -76320.452106
  nChanged 19
		SP:Iteration 4Q (116534.600000 sec): 3 clusters
  Score: Raw -78538.331435 + Penalty 2199.760294 = -76338.571141
  nChanged 9
		SP:Iteration 5Q (116534.620000 sec): 3 clusters
  Score: Raw -78547.049473 + Penalty 2199.760294 = -76347.289180
  nChanged 8
		SP:Iteration 6Q (116534.640000 sec): 3 clusters
  Score: Raw -78553.203688 + Penalty 2199.760294 = -76353.443394
  nChanged 5
		SP:Iteration 7Q (116534.660000 sec): 3 clusters
  Score: Raw -78559.034181 + Penalty 2199.760294 = -76359.273888
  nChanged 6
		SP:Iteration 8Q (116534.670000 sec): 3 clusters
  Score: Raw -78565.025866 + Penalty 2199.760294 = -76365.265572
  nChanged 5
		SP:Iteration 9Q (116534.690000 sec): 3 clusters
  Score: Raw -78571.076022 + Penalty 2199.760294 = -76371.315728
  nChanged 5
		SP:Iteration 10Q (116534.710000 sec): 3 clusters
  Score: Raw -78577.390235 + Penalty 2199.760294 = -76377.629942
  nChanged 3
		SP:Iteration 11Q (116534.720000 sec): 3 clusters
  Score: Raw -78580.970733 + Penalty 2199.760294 = -76381.210439
  nChanged 1
		SP:Iteration 12Q (116534.740000 sec): 3 clusters
  Score: Raw -78581.543377 + Penalty 2199.760294 = -76381.783083
  nChanged 1
		SP:Iteration 13Q (116534.760000 sec): 3 clusters
  Score: Raw -78583.119799 + Penalty 2199.760294 = -76383.359505
  nChanged 2
		SP:Iteration 14Q (116534.780000 sec): 3 clusters
  Score: Raw -78584.858635 + Penalty 2199.760294 = -76385.098341
  nChanged 1
		SP:Iteration 15Q (116534.800000 sec): 3 clusters
  Score: Raw -78585.742690 + Penalty 2199.760294 = -76385.982397
  nChanged 0
		SP:Iteration 16F (116534.810000 sec): 3 clusters
  Score: Raw -78585.742690 + Penalty 2199.760294 = -76385.982397
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 106 (1824 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (116534.880000 sec): 2 clusters
  Score: Raw -156177.862217 + Penalty 1220.177915 = -154957.684302
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (116534.910000 sec): 3 clusters
  Score: Raw -155397.045607 + Penalty 2440.355830 = -152956.689776
  nChanged 642
		SP:Iteration 1F (116534.940000 sec): 3 clusters
  Score: Raw -155783.909160 + Penalty 2440.355830 = -153343.553329
  nChanged 139
		SP:Iteration 2F (116534.980000 sec): 3 clusters
  Score: Raw -155894.098170 + Penalty 2440.355830 = -153453.742339
  nChanged 87
		SP:Iteration 3Q (116535.010000 sec): 3 clusters
  Score: Raw -155960.289429 + Penalty 2440.355830 = -153519.933599
  nChanged 68
		SP:Iteration 4Q (116535.050000 sec): 3 clusters
  Score: Raw -156008.386369 + Penalty 2440.355830 = -153568.030539
  nChanged 51
		SP:Iteration 5Q (116535.080000 sec): 3 clusters
  Score: Raw -156043.219359 + Penalty 2440.355830 = -153602.863528
  nChanged 38
		SP:Iteration 6Q (116535.120000 sec): 3 clusters
  Score: Raw -156065.811368 + Penalty 2440.355830 = -153625.455537
  nChanged 31
		SP:Iteration 7Q (116535.160000 sec): 3 clusters
  Score: Raw -156084.056091 + Penalty 2440.355830 = -153643.700261
  nChanged 28
		SP:Iteration 8Q (116535.190000 sec): 3 clusters
  Score: Raw -156099.041104 + Penalty 2440.355830 = -153658.685274
  nChanged 27
		SP:Iteration 9Q (116535.220000 sec): 3 clusters
  Score: Raw -156112.116633 + Penalty 2440.355830 = -153671.760803
  nChanged 25
		SP:Iteration 10Q (116535.260000 sec): 3 clusters
  Score: Raw -156122.637084 + Penalty 2440.355830 = -153682.281253
  nChanged 21
		SP:Iteration 11Q (116535.300000 sec): 3 clusters
  Score: Raw -156133.942768 + Penalty 2440.355830 = -153693.586937
  nChanged 20
		SP:Iteration 12Q (116535.330000 sec): 3 clusters
  Score: Raw -156144.187748 + Penalty 2440.355830 = -153703.831918
  nChanged 22
		SP:Iteration 13Q (116535.370000 sec): 3 clusters
  Score: Raw -156156.256953 + Penalty 2440.355830 = -153715.901123
  nChanged 22
		SP:Iteration 14Q (116535.400000 sec): 3 clusters
  Score: Raw -156168.762657 + Penalty 2440.355830 = -153728.406827
  nChanged 18
		SP:Iteration 15Q (116535.440000 sec): 3 clusters
  Score: Raw -156177.698933 + Penalty 2440.355830 = -153737.343102
  nChanged 17
		SP:Iteration 16Q (116535.470000 sec): 3 clusters
  Score: Raw -156187.481279 + Penalty 2440.355830 = -153747.125449
  nChanged 24
		SP:Iteration 17Q (116535.510000 sec): 3 clusters
  Score: Raw -156198.856022 + Penalty 2440.355830 = -153758.500191
  nChanged 16
		SP:Iteration 18Q (116535.540000 sec): 3 clusters
  Score: Raw -156206.472958 + Penalty 2440.355830 = -153766.117128
  nChanged 19
		SP:Iteration 19Q (116535.580000 sec): 3 clusters
  Score: Raw -156216.553207 + Penalty 2440.355830 = -153776.197377
  nChanged 18
		SP:Iteration 20F (116535.610000 sec): 3 clusters
  Score: Raw -156227.135518 + Penalty 2440.355830 = -153786.779688
  nChanged 17
		SP:Iteration 21Q (116535.650000 sec): 3 clusters
  Score: Raw -156236.982401 + Penalty 2440.355830 = -153796.626570
  nChanged 19
		SP:Iteration 22Q (116535.680000 sec): 3 clusters
  Score: Raw -156248.828151 + Penalty 2440.355830 = -153808.472321
  nChanged 19
		SP:Iteration 23Q (116535.720000 sec): 3 clusters
  Score: Raw -156261.742876 + Penalty 2440.355830 = -153821.387046
  nChanged 19
		SP:Iteration 24Q (116535.750000 sec): 3 clusters
  Score: Raw -156272.692085 + Penalty 2440.355830 = -153832.336254
  nChanged 20
		SP:Iteration 25Q (116535.790000 sec): 3 clusters
  Score: Raw -156286.917614 + Penalty 2440.355830 = -153846.561784
  nChanged 28
		SP:Iteration 26Q (116535.820000 sec): 3 clusters
  Score: Raw -156307.855078 + Penalty 2440.355830 = -153867.499248
  nChanged 32
		SP:Iteration 27Q (116535.860000 sec): 3 clusters
  Score: Raw -156331.810518 + Penalty 2440.355830 = -153891.454688
  nChanged 25
		SP:Iteration 28Q (116535.890000 sec): 3 clusters
  Score: Raw -156348.094419 + Penalty 2440.355830 = -153907.738588
  nChanged 23
		SP:Iteration 29Q (116535.930000 sec): 3 clusters
  Score: Raw -156362.125159 + Penalty 2440.355830 = -153921.769328
  nChanged 29
		SP:Iteration 30Q (116535.960000 sec): 3 clusters
  Score: Raw -156384.825028 + Penalty 2440.355830 = -153944.469197
  nChanged 28
		SP:Iteration 31Q (116536.000000 sec): 3 clusters
  Score: Raw -156402.814126 + Penalty 2440.355830 = -153962.458295
  nChanged 20
		SP:Iteration 32Q (116536.030000 sec): 3 clusters
  Score: Raw -156413.663581 + Penalty 2440.355830 = -153973.307751
  nChanged 15
		SP:Iteration 33Q (116536.070000 sec): 3 clusters
  Score: Raw -156424.392392 + Penalty 2440.355830 = -153984.036562
  nChanged 10
		SP:Iteration 34Q (116536.100000 sec): 3 clusters
  Score: Raw -156432.469049 + Penalty 2440.355830 = -153992.113218
  nChanged 9
		SP:Iteration 35Q (116536.140000 sec): 3 clusters
  Score: Raw -156437.677698 + Penalty 2440.355830 = -153997.321868
  nChanged 11
		SP:Iteration 36Q (116536.170000 sec): 3 clusters
  Score: Raw -156443.478683 + Penalty 2440.355830 = -154003.122852
  nChanged 7
		SP:Iteration 37Q (116536.210000 sec): 3 clusters
  Score: Raw -156449.507564 + Penalty 2440.355830 = -154009.151733
  nChanged 7
		SP:Iteration 38Q (116536.240000 sec): 3 clusters
  Score: Raw -156454.521535 + Penalty 2440.355830 = -154014.165705
  nChanged 6
		SP:Iteration 39Q (116536.280000 sec): 3 clusters
  Score: Raw -156457.961127 + Penalty 2440.355830 = -154017.605297
  nChanged 10
		SP:Iteration 40F (116536.310000 sec): 3 clusters
  Score: Raw -156463.491824 + Penalty 2440.355830 = -154023.135993
  nChanged 7
		SP:Iteration 41Q (116536.340000 sec): 3 clusters
  Score: Raw -156467.546180 + Penalty 2440.355830 = -154027.190350
  nChanged 2
		SP:Iteration 42Q (116536.380000 sec): 3 clusters
  Score: Raw -156469.068639 + Penalty 2440.355830 = -154028.712808
  nChanged 1
		SP:Iteration 43Q (116536.420000 sec): 3 clusters
  Score: Raw -156469.376198 + Penalty 2440.355830 = -154029.020368
  nChanged 3
		SP:Iteration 44Q (116536.450000 sec): 3 clusters
  Score: Raw -156470.819519 + Penalty 2440.355830 = -154030.463689
  nChanged 1
		SP:Iteration 45Q (116536.480000 sec): 3 clusters
  Score: Raw -156471.365002 + Penalty 2440.355830 = -154031.009171
  nChanged 0
		SP:Iteration 46F (116536.520000 sec): 3 clusters
  Score: Raw -156471.365002 + Penalty 2440.355830 = -154031.009171
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 107 (2115 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (116536.580000 sec): 2 clusters
  Score: Raw -175474.695863 + Penalty 1244.231640 = -174230.464223
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (116536.620000 sec): 3 clusters
  Score: Raw -174588.405986 + Penalty 2488.463280 = -172099.942706
  nChanged 750
		SP:Iteration 1F (116536.660000 sec): 3 clusters
  Score: Raw -175150.314821 + Penalty 2488.463280 = -172661.851541
  nChanged 194
		SP:Iteration 2F (116536.700000 sec): 3 clusters
  Score: Raw -175318.590685 + Penalty 2488.463280 = -172830.127405
  nChanged 122
		SP:Iteration 3F (116536.740000 sec): 3 clusters
  Score: Raw -175433.940300 + Penalty 2488.463280 = -172945.477020
  nChanged 82
		SP:Iteration 4Q (116536.780000 sec): 3 clusters
  Score: Raw -175504.061310 + Penalty 2488.463280 = -173015.598030
  nChanged 65
		SP:Iteration 5Q (116536.820000 sec): 3 clusters
  Score: Raw -175556.305606 + Penalty 2488.463280 = -173067.842327
  nChanged 60
		SP:Iteration 6Q (116536.860000 sec): 3 clusters
  Score: Raw -175603.406003 + Penalty 2488.463280 = -173114.942723
  nChanged 52
		SP:Iteration 7Q (116536.900000 sec): 3 clusters
  Score: Raw -175640.065753 + Penalty 2488.463280 = -173151.602473
  nChanged 35
		SP:Iteration 8Q (116536.940000 sec): 3 clusters
  Score: Raw -175674.100726 + Penalty 2488.463280 = -173185.637447
  nChanged 38
		SP:Iteration 9Q (116536.980000 sec): 3 clusters
  Score: Raw -175701.368268 + Penalty 2488.463280 = -173212.904988
  nChanged 28
		SP:Iteration 10Q (116537.020000 sec): 3 clusters
  Score: Raw -175723.757556 + Penalty 2488.463280 = -173235.294277
  nChanged 25
		SP:Iteration 11Q (116537.070000 sec): 3 clusters
  Score: Raw -175743.622709 + Penalty 2488.463280 = -173255.159429
  nChanged 30
		SP:Iteration 12Q (116537.100000 sec): 3 clusters
  Score: Raw -175766.091858 + Penalty 2488.463280 = -173277.628578
  nChanged 27
		SP:Iteration 13Q (116537.140000 sec): 3 clusters
  Score: Raw -175789.223144 + Penalty 2488.463280 = -173300.759864
  nChanged 25
		SP:Iteration 14Q (116537.180000 sec): 3 clusters
  Score: Raw -175809.678700 + Penalty 2488.463280 = -173321.215420
  nChanged 23
		SP:Iteration 15Q (116537.220000 sec): 3 clusters
  Score: Raw -175824.743307 + Penalty 2488.463280 = -173336.280028
  nChanged 18
		SP:Iteration 16Q (116537.260000 sec): 3 clusters
  Score: Raw -175835.866258 + Penalty 2488.463280 = -173347.402978
  nChanged 10
		SP:Iteration 17Q (116537.300000 sec): 3 clusters
  Score: Raw -175841.200210 + Penalty 2488.463280 = -173352.736931
  nChanged 7
		SP:Iteration 18Q (116537.340000 sec): 3 clusters
  Score: Raw -175846.185973 + Penalty 2488.463280 = -173357.722693
  nChanged 6
		SP:Iteration 19Q (116537.380000 sec): 3 clusters
  Score: Raw -175850.052442 + Penalty 2488.463280 = -173361.589162
  nChanged 9
		SP:Iteration 20F (116537.420000 sec): 3 clusters
  Score: Raw -175854.483132 + Penalty 2488.463280 = -173366.019853
  nChanged 10
		SP:Iteration 21Q (116537.460000 sec): 3 clusters
  Score: Raw -175858.820317 + Penalty 2488.463280 = -173370.357037
  nChanged 11
		SP:Iteration 22Q (116537.500000 sec): 3 clusters
  Score: Raw -175865.796477 + Penalty 2488.463280 = -173377.333197
  nChanged 10
		SP:Iteration 23Q (116537.540000 sec): 3 clusters
  Score: Raw -175871.611609 + Penalty 2488.463280 = -173383.148329
  nChanged 9
		SP:Iteration 24Q (116537.580000 sec): 3 clusters
  Score: Raw -175879.568374 + Penalty 2488.463280 = -173391.105094
  nChanged 9
		SP:Iteration 25Q (116537.620000 sec): 3 clusters
  Score: Raw -175893.025892 + Penalty 2488.463280 = -173404.562612
  nChanged 16
		SP:Iteration 26Q (116537.660000 sec): 3 clusters
  Score: Raw -175908.894302 + Penalty 2488.463280 = -173420.431022
  nChanged 20
		SP:Iteration 27Q (116537.700000 sec): 3 clusters
  Score: Raw -175935.886929 + Penalty 2488.463280 = -173447.423650
  nChanged 25
		SP:Iteration 28Q (116537.740000 sec): 3 clusters
  Score: Raw -175966.410819 + Penalty 2488.463280 = -173477.947540
  nChanged 20
		SP:Iteration 29Q (116537.780000 sec): 3 clusters
  Score: Raw -175985.470063 + Penalty 2488.463280 = -173497.006783
  nChanged 15
		SP:Iteration 30Q (116537.820000 sec): 3 clusters
  Score: Raw -175999.117142 + Penalty 2488.463280 = -173510.653863
  nChanged 17
		SP:Iteration 31Q (116537.860000 sec): 3 clusters
  Score: Raw -176015.509934 + Penalty 2488.463280 = -173527.046654
  nChanged 11
		SP:Iteration 32Q (116537.900000 sec): 3 clusters
  Score: Raw -176025.967953 + Penalty 2488.463280 = -173537.504673
  nChanged 12
		SP:Iteration 33Q (116537.940000 sec): 3 clusters
  Score: Raw -176037.439397 + Penalty 2488.463280 = -173548.976118
  nChanged 14
		SP:Iteration 34Q (116537.980000 sec): 3 clusters
  Score: Raw -176048.511058 + Penalty 2488.463280 = -173560.047779
  nChanged 9
		SP:Iteration 35Q (116538.020000 sec): 3 clusters
  Score: Raw -176054.390314 + Penalty 2488.463280 = -173565.927034
  nChanged 8
		SP:Iteration 36Q (116538.050000 sec): 3 clusters
  Score: Raw -176060.586926 + Penalty 2488.463280 = -173572.123646
  nChanged 2
		SP:Iteration 37Q (116538.090000 sec): 3 clusters
  Score: Raw -176062.315095 + Penalty 2488.463280 = -173573.851815
  nChanged 1
		SP:Iteration 38Q (116538.130000 sec): 3 clusters
  Score: Raw -176063.173203 + Penalty 2488.463280 = -173574.709923
  nChanged 2
		SP:Iteration 39Q (116538.170000 sec): 3 clusters
  Score: Raw -176064.855924 + Penalty 2488.463280 = -173576.392644
  nChanged 4
		SP:Iteration 40F (116538.210000 sec): 3 clusters
  Score: Raw -176067.226356 + Penalty 2488.463280 = -173578.763077
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 108 (5255 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (116538.290000 sec): 2 clusters
  Score: Raw -451828.663174 + Penalty 1392.126984 = -450436.536190
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (116538.390000 sec): 3 clusters
  Score: Raw -449174.258955 + Penalty 2784.253967 = -446390.004988
  nChanged 2158
		SP:Iteration 1F (116538.490000 sec): 3 clusters
  Score: Raw -450379.448172 + Penalty 2784.253967 = -447595.194204
  nChanged 396
		SP:Iteration 2F (116538.580000 sec): 3 clusters
  Score: Raw -450627.010741 + Penalty 2784.253967 = -447842.756774
  nChanged 314
		SP:Iteration 3F (116538.680000 sec): 3 clusters
  Score: Raw -450798.418163 + Penalty 2784.253967 = -448014.164196
  nChanged 247
		SP:Iteration 4Q (116538.770000 sec): 3 clusters
  Score: Raw -450931.514331 + Penalty 2784.253967 = -448147.260364
  nChanged 231
		SP:Iteration 5Q (116538.870000 sec): 3 clusters
  Score: Raw -451052.848872 + Penalty 2784.253967 = -448268.594905
  nChanged 208
		SP:Iteration 6Q (116538.970000 sec): 3 clusters
  Score: Raw -451161.405142 + Penalty 2784.253967 = -448377.151175
  nChanged 179
		SP:Iteration 7Q (116539.060000 sec): 3 clusters
  Score: Raw -451261.613140 + Penalty 2784.253967 = -448477.359173
  nChanged 183
		SP:Iteration 8Q (116539.160000 sec): 3 clusters
  Score: Raw -451366.108364 + Penalty 2784.253967 = -448581.854397
  nChanged 169
		SP:Iteration 9Q (116539.260000 sec): 3 clusters
  Score: Raw -451462.755613 + Penalty 2784.253967 = -448678.501646
  nChanged 170
		SP:Iteration 10Q (116539.360000 sec): 3 clusters
  Score: Raw -451566.337252 + Penalty 2784.253967 = -448782.083285
  nChanged 166
		SP:Iteration 11Q (116539.460000 sec): 3 clusters
  Score: Raw -451651.435504 + Penalty 2784.253967 = -448867.181536
  nChanged 135
		SP:Iteration 12Q (116539.550000 sec): 3 clusters
  Score: Raw -451724.338401 + Penalty 2784.253967 = -448940.084434
  nChanged 108
		SP:Iteration 13Q (116539.650000 sec): 3 clusters
  Score: Raw -451780.707126 + Penalty 2784.253967 = -448996.453159
  nChanged 81
		SP:Iteration 14Q (116539.740000 sec): 3 clusters
  Score: Raw -451822.974595 + Penalty 2784.253967 = -449038.720628
  nChanged 71
		SP:Iteration 15Q (116539.840000 sec): 3 clusters
  Score: Raw -451855.228830 + Penalty 2784.253967 = -449070.974863
  nChanged 57
		SP:Iteration 16Q (116539.940000 sec): 3 clusters
  Score: Raw -451882.359733 + Penalty 2784.253967 = -449098.105766
  nChanged 48
		SP:Iteration 17Q (116540.040000 sec): 3 clusters
  Score: Raw -451911.763346 + Penalty 2784.253967 = -449127.509379
  nChanged 55
		SP:Iteration 18Q (116540.130000 sec): 3 clusters
  Score: Raw -451939.441997 + Penalty 2784.253967 = -449155.188030
  nChanged 44
		SP:Iteration 19Q (116540.230000 sec): 3 clusters
  Score: Raw -451961.492193 + Penalty 2784.253967 = -449177.238225
  nChanged 36
		SP:Iteration 20F (116540.320000 sec): 3 clusters
  Score: Raw -451977.111205 + Penalty 2784.253967 = -449192.857238
  nChanged 32
		SP:Iteration 21Q (116540.420000 sec): 3 clusters
  Score: Raw -451990.041981 + Penalty 2784.253967 = -449205.788014
  nChanged 29
		SP:Iteration 22Q (116540.520000 sec): 3 clusters
  Score: Raw -452001.771777 + Penalty 2784.253967 = -449217.517810
  nChanged 33
		SP:Iteration 23Q (116540.610000 sec): 3 clusters
  Score: Raw -452013.014878 + Penalty 2784.253967 = -449228.760911
  nChanged 20
		SP:Iteration 24Q (116540.710000 sec): 3 clusters
  Score: Raw -452018.969276 + Penalty 2784.253967 = -449234.715309
  nChanged 18
		SP:Iteration 25Q (116540.800000 sec): 3 clusters
  Score: Raw -452025.973151 + Penalty 2784.253967 = -449241.719184
  nChanged 13
		SP:Iteration 26Q (116540.900000 sec): 3 clusters
  Score: Raw -452031.338324 + Penalty 2784.253967 = -449247.084357
  nChanged 9
		SP:Iteration 27Q (116541.000000 sec): 3 clusters
  Score: Raw -452034.684810 + Penalty 2784.253967 = -449250.430843
  nChanged 10
		SP:Iteration 28Q (116541.090000 sec): 3 clusters
  Score: Raw -452037.616058 + Penalty 2784.253967 = -449253.362091
  nChanged 7
		SP:Iteration 29Q (116541.190000 sec): 3 clusters
  Score: Raw -452039.648173 + Penalty 2784.253967 = -449255.394206
  nChanged 3
		SP:Iteration 30Q (116541.280000 sec): 3 clusters
  Score: Raw -452041.176849 + Penalty 2784.253967 = -449256.922882
  nChanged 5
		SP:Iteration 31Q (116541.380000 sec): 3 clusters
  Score: Raw -452042.917846 + Penalty 2784.253967 = -449258.663879
  nChanged 4
		SP:Iteration 32Q (116541.480000 sec): 3 clusters
  Score: Raw -452044.463147 + Penalty 2784.253967 = -449260.209180
  nChanged 7
		SP:Iteration 33Q (116541.570000 sec): 3 clusters
  Score: Raw -452046.677266 + Penalty 2784.253967 = -449262.423299
  nChanged 5
		SP:Iteration 34Q (116541.670000 sec): 3 clusters
  Score: Raw -452048.719848 + Penalty 2784.253967 = -449264.465881
  nChanged 5
		SP:Iteration 35Q (116541.760000 sec): 3 clusters
  Score: Raw -452050.482518 + Penalty 2784.253967 = -449266.228550
  nChanged 7
		SP:Iteration 36Q (116541.860000 sec): 3 clusters
  Score: Raw -452052.701377 + Penalty 2784.253967 = -449268.447410
  nChanged 4
		SP:Iteration 37Q (116541.960000 sec): 3 clusters
  Score: Raw -452054.534845 + Penalty 2784.253967 = -449270.280877
  nChanged 6
		SP:Iteration 38Q (116542.050000 sec): 3 clusters
  Score: Raw -452057.123759 + Penalty 2784.253967 = -449272.869792
  nChanged 4
		SP:Iteration 39Q (116542.150000 sec): 3 clusters
  Score: Raw -452059.368768 + Penalty 2784.253967 = -449275.114801
  nChanged 7
		SP:Iteration 40F (116542.240000 sec): 3 clusters
  Score: Raw -452063.031218 + Penalty 2784.253967 = -449278.777251
  nChanged 3
		SP:Iteration 41Q (116542.340000 sec): 3 clusters
  Score: Raw -452063.725349 + Penalty 2784.253967 = -449279.471382
  nChanged 0
		SP:Iteration 42F (116542.430000 sec): 3 clusters
  Score: Raw -452063.725349 + Penalty 2784.253967 = -449279.471382
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 109 (9073 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (116542.530000 sec): 2 clusters
  Score: Raw -873990.943842 + Penalty 1480.871965 = -872510.071876
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (116542.670000 sec): 3 clusters
  Score: Raw -868963.211117 + Penalty 2961.743931 = -866001.467186
  nChanged 3882
		SP:Iteration 1F (116542.800000 sec): 3 clusters
  Score: Raw -871006.925146 + Penalty 2961.743931 = -868045.181215
  nChanged 506
		SP:Iteration 2F (116542.940000 sec): 3 clusters
  Score: Raw -871192.829098 + Penalty 2961.743931 = -868231.085167
  nChanged 377
		SP:Iteration 3Q (116543.080000 sec): 3 clusters
  Score: Raw -871323.881030 + Penalty 2961.743931 = -868362.137099
  nChanged 290
		SP:Iteration 4Q (116543.230000 sec): 3 clusters
  Score: Raw -871416.061913 + Penalty 2961.743931 = -868454.317982
  nChanged 256
		SP:Iteration 5Q (116543.370000 sec): 3 clusters
  Score: Raw -871506.309632 + Penalty 2961.743931 = -868544.565701
  nChanged 245
		SP:Iteration 6Q (116543.510000 sec): 3 clusters
  Score: Raw -871589.854630 + Penalty 2961.743931 = -868628.110699
  nChanged 241
		SP:Iteration 7Q (116543.660000 sec): 3 clusters
  Score: Raw -871685.969767 + Penalty 2961.743931 = -868724.225836
  nChanged 249
		SP:Iteration 8Q (116543.810000 sec): 3 clusters
  Score: Raw -871793.760683 + Penalty 2961.743931 = -868832.016752
  nChanged 252
		SP:Iteration 9Q (116543.960000 sec): 3 clusters
  Score: Raw -871914.962366 + Penalty 2961.743931 = -868953.218435
  nChanged 269
		SP:Iteration 10Q (116544.100000 sec): 3 clusters
  Score: Raw -872069.653649 + Penalty 2961.743931 = -869107.909718
  nChanged 315
		SP:Iteration 11Q (116544.240000 sec): 3 clusters
  Score: Raw -872229.204101 + Penalty 2961.743931 = -869267.460170
  nChanged 297
		SP:Iteration 12Q (116544.380000 sec): 3 clusters
  Score: Raw -872354.253137 + Penalty 2961.743931 = -869392.509206
  nChanged 251
		SP:Iteration 13Q (116544.530000 sec): 3 clusters
  Score: Raw -872465.017157 + Penalty 2961.743931 = -869503.273226
  nChanged 239
		SP:Iteration 14Q (116544.680000 sec): 3 clusters
  Score: Raw -872550.129714 + Penalty 2961.743931 = -869588.385783
  nChanged 204
		SP:Iteration 15Q (116544.810000 sec): 3 clusters
  Score: Raw -872613.810600 + Penalty 2961.743931 = -869652.066669
  nChanged 171
		SP:Iteration 16Q (116544.950000 sec): 3 clusters
  Score: Raw -872664.373992 + Penalty 2961.743931 = -869702.630061
  nChanged 165
		SP:Iteration 17Q (116545.100000 sec): 3 clusters
  Score: Raw -872719.515549 + Penalty 2961.743931 = -869757.771618
  nChanged 142
		SP:Iteration 18Q (116545.240000 sec): 3 clusters
  Score: Raw -872758.938769 + Penalty 2961.743931 = -869797.194838
  nChanged 120
		SP:Iteration 19Q (116545.390000 sec): 3 clusters
  Score: Raw -872790.399297 + Penalty 2961.743931 = -869828.655366
  nChanged 113
		SP:Iteration 20F (116545.520000 sec): 3 clusters
  Score: Raw -872817.852625 + Penalty 2961.743931 = -869856.108694
  nChanged 121
		SP:Iteration 21Q (116545.660000 sec): 3 clusters
  Score: Raw -872846.164531 + Penalty 2961.743931 = -869884.420600
  nChanged 110
		SP:Iteration 22Q (116545.800000 sec): 3 clusters
  Score: Raw -872875.816500 + Penalty 2961.743931 = -869914.072569
  nChanged 102
		SP:Iteration 23Q (116545.950000 sec): 3 clusters
  Score: Raw -872901.809195 + Penalty 2961.743931 = -869940.065264
  nChanged 107
		SP:Iteration 24Q (116546.100000 sec): 3 clusters
  Score: Raw -872928.875697 + Penalty 2961.743931 = -869967.131766
  nChanged 100
		SP:Iteration 25Q (116546.230000 sec): 3 clusters
  Score: Raw -872955.878867 + Penalty 2961.743931 = -869994.134937
  nChanged 112
		SP:Iteration 26Q (116546.360000 sec): 3 clusters
  Score: Raw -872984.551444 + Penalty 2961.743931 = -870022.807513
  nChanged 101
		SP:Iteration 27Q (116546.510000 sec): 3 clusters
  Score: Raw -873010.019079 + Penalty 2961.743931 = -870048.275148
  nChanged 99
		SP:Iteration 28Q (116546.650000 sec): 3 clusters
  Score: Raw -873037.264019 + Penalty 2961.743931 = -870075.520088
  nChanged 103
		SP:Iteration 29Q (116546.800000 sec): 3 clusters
  Score: Raw -873065.644128 + Penalty 2961.743931 = -870103.900197
  nChanged 104
		SP:Iteration 30Q (116546.940000 sec): 3 clusters
  Score: Raw -873096.007832 + Penalty 2961.743931 = -870134.263901
  nChanged 116
		SP:Iteration 31Q (116547.080000 sec): 3 clusters
  Score: Raw -873129.803953 + Penalty 2961.743931 = -870168.060022
  nChanged 118
		SP:Iteration 32Q (116547.220000 sec): 3 clusters
  Score: Raw -873168.518616 + Penalty 2961.743931 = -870206.774685
  nChanged 137
		SP:Iteration 33Q (116547.350000 sec): 3 clusters
  Score: Raw -873217.594117 + Penalty 2961.743931 = -870255.850186
  nChanged 152
		SP:Iteration 34Q (116547.490000 sec): 3 clusters
  Score: Raw -873277.272397 + Penalty 2961.743931 = -870315.528466
  nChanged 174
		SP:Iteration 35Q (116547.630000 sec): 3 clusters
  Score: Raw -873354.595376 + Penalty 2961.743931 = -870392.851445
  nChanged 178
		SP:Iteration 36Q (116547.770000 sec): 3 clusters
  Score: Raw -873430.552630 + Penalty 2961.743931 = -870468.808699
  nChanged 174
		SP:Iteration 37Q (116547.910000 sec): 3 clusters
  Score: Raw -873502.103827 + Penalty 2961.743931 = -870540.359896
  nChanged 158
		SP:Iteration 38Q (116548.040000 sec): 3 clusters
  Score: Raw -873573.341809 + Penalty 2961.743931 = -870611.597878
  nChanged 175
		SP:Iteration 39Q (116548.180000 sec): 3 clusters
  Score: Raw -873654.074627 + Penalty 2961.743931 = -870692.330696
  nChanged 152
		SP:Iteration 40F (116548.320000 sec): 3 clusters
  Score: Raw -873728.694069 + Penalty 2961.743931 = -870766.950138
  nChanged 139
		SP:Iteration 41Q (116548.460000 sec): 3 clusters
  Score: Raw -873798.255355 + Penalty 2961.743931 = -870836.511424
  nChanged 121
		SP:Iteration 42Q (116548.590000 sec): 3 clusters
  Score: Raw -873854.118861 + Penalty 2961.743931 = -870892.374930
  nChanged 97
		SP:Iteration 43Q (116548.720000 sec): 3 clusters
  Score: Raw -873901.148968 + Penalty 2961.743931 = -870939.405037
  nChanged 83
		SP:Iteration 44Q (116548.850000 sec): 3 clusters
  Score: Raw -873943.637727 + Penalty 2961.743931 = -870981.893796
  nChanged 74
		SP:Iteration 45Q (116548.980000 sec): 3 clusters
  Score: Raw -873982.784238 + Penalty 2961.743931 = -871021.040307
  nChanged 61
		SP:Iteration 46Q (116549.110000 sec): 3 clusters
  Score: Raw -874010.564112 + Penalty 2961.743931 = -871048.820181
  nChanged 43
		SP:Iteration 47Q (116549.250000 sec): 3 clusters
  Score: Raw -874033.080185 + Penalty 2961.743931 = -871071.336254
  nChanged 41
		SP:Iteration 48Q (116549.380000 sec): 3 clusters
  Score: Raw -874054.312575 + Penalty 2961.743931 = -871092.568644
  nChanged 46
		SP:Iteration 49Q (116549.510000 sec): 3 clusters
  Score: Raw -874077.811933 + Penalty 2961.743931 = -871116.068002
  nChanged 37
		SP:Iteration 50Q (116549.650000 sec): 3 clusters
  Score: Raw -874095.014473 + Penalty 2961.743931 = -871133.270542
  nChanged 27
		SP:Iteration 51Q (116549.780000 sec): 3 clusters
  Score: Raw -874107.599205 + Penalty 2961.743931 = -871145.855274
  nChanged 17
		SP:Iteration 52Q (116549.910000 sec): 3 clusters
  Score: Raw -874113.535357 + Penalty 2961.743931 = -871151.791426
  nChanged 13
		SP:Iteration 53Q (116550.030000 sec): 3 clusters
  Score: Raw -874118.550794 + Penalty 2961.743931 = -871156.806863
  nChanged 13
		SP:Iteration 54Q (116550.160000 sec): 3 clusters
  Score: Raw -874124.300277 + Penalty 2961.743931 = -871162.556346
  nChanged 10
		SP:Iteration 55Q (116550.290000 sec): 3 clusters
  Score: Raw -874128.903828 + Penalty 2961.743931 = -871167.159897
  nChanged 7
		SP:Iteration 56Q (116550.430000 sec): 3 clusters
  Score: Raw -874131.356113 + Penalty 2961.743931 = -871169.612182
  nChanged 5
		SP:Iteration 57Q (116550.560000 sec): 3 clusters
  Score: Raw -874133.729506 + Penalty 2961.743931 = -871171.985575
  nChanged 4
		SP:Iteration 58Q (116550.690000 sec): 3 clusters
  Score: Raw -874134.478773 + Penalty 2961.743931 = -871172.734842
  nChanged 2
		SP:Iteration 59Q (116550.830000 sec): 3 clusters
  Score: Raw -874134.960274 + Penalty 2961.743931 = -871173.216343
  nChanged 0
		SP:Iteration 60F (116550.970000 sec): 3 clusters
  Score: Raw -874134.960274 + Penalty 2961.743931 = -871173.216343
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 110 (2820 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (116551.040000 sec): 2 clusters
  Score: Raw -238061.316004 + Penalty 1290.979977 = -236770.336027
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (116551.090000 sec): 3 clusters
  Score: Raw -236724.814863 + Penalty 2581.959953 = -234142.854910
  nChanged 1081
		SP:Iteration 1F (116551.150000 sec): 3 clusters
  Score: Raw -237341.262556 + Penalty 2581.959953 = -234759.302603
  nChanged 230
		SP:Iteration 2F (116551.200000 sec): 3 clusters
  Score: Raw -237487.394347 + Penalty 2581.959953 = -234905.434394
  nChanged 148
		SP:Iteration 3F (116551.260000 sec): 3 clusters
  Score: Raw -237579.860704 + Penalty 2581.959953 = -234997.900751
  nChanged 104
		SP:Iteration 4Q (116551.310000 sec): 3 clusters
  Score: Raw -237640.629425 + Penalty 2581.959953 = -235058.669472
  nChanged 78
		SP:Iteration 5Q (116551.370000 sec): 3 clusters
  Score: Raw -237686.582205 + Penalty 2581.959953 = -235104.622252
  nChanged 57
		SP:Iteration 6Q (116551.420000 sec): 3 clusters
  Score: Raw -237718.263077 + Penalty 2581.959953 = -235136.303123
  nChanged 59
		SP:Iteration 7Q (116551.470000 sec): 3 clusters
  Score: Raw -237747.350231 + Penalty 2581.959953 = -235165.390277
  nChanged 41
		SP:Iteration 8Q (116551.530000 sec): 3 clusters
  Score: Raw -237767.072146 + Penalty 2581.959953 = -235185.112193
  nChanged 37
		SP:Iteration 9Q (116551.580000 sec): 3 clusters
  Score: Raw -237782.527307 + Penalty 2581.959953 = -235200.567353
  nChanged 34
		SP:Iteration 10Q (116551.630000 sec): 3 clusters
  Score: Raw -237799.686441 + Penalty 2581.959953 = -235217.726488
  nChanged 39
		SP:Iteration 11Q (116551.690000 sec): 3 clusters
  Score: Raw -237822.819012 + Penalty 2581.959953 = -235240.859059
  nChanged 42
		SP:Iteration 12Q (116551.740000 sec): 3 clusters
  Score: Raw -237845.767767 + Penalty 2581.959953 = -235263.807813
  nChanged 40
		SP:Iteration 13Q (116551.790000 sec): 3 clusters
  Score: Raw -237866.557086 + Penalty 2581.959953 = -235284.597133
  nChanged 43
		SP:Iteration 14Q (116551.850000 sec): 3 clusters
  Score: Raw -237887.108791 + Penalty 2581.959953 = -235305.148838
  nChanged 39
		SP:Iteration 15Q (116551.900000 sec): 3 clusters
  Score: Raw -237908.605632 + Penalty 2581.959953 = -235326.645679
  nChanged 29
		SP:Iteration 16Q (116551.950000 sec): 3 clusters
  Score: Raw -237921.586028 + Penalty 2581.959953 = -235339.626075
  nChanged 19
		SP:Iteration 17Q (116552.010000 sec): 3 clusters
  Score: Raw -237932.096242 + Penalty 2581.959953 = -235350.136288
  nChanged 29
		SP:Iteration 18Q (116552.060000 sec): 3 clusters
  Score: Raw -237947.302176 + Penalty 2581.959953 = -235365.342222
  nChanged 24
		SP:Iteration 19Q (116552.120000 sec): 3 clusters
  Score: Raw -237958.768165 + Penalty 2581.959953 = -235376.808212
  nChanged 16
		SP:Iteration 20F (116552.170000 sec): 3 clusters
  Score: Raw -237968.600663 + Penalty 2581.959953 = -235386.640709
  nChanged 23
		SP:Iteration 21Q (116552.220000 sec): 3 clusters
  Score: Raw -237977.690959 + Penalty 2581.959953 = -235395.731006
  nChanged 19
		SP:Iteration 22Q (116552.270000 sec): 3 clusters
  Score: Raw -237985.323525 + Penalty 2581.959953 = -235403.363572
  nChanged 15
		SP:Iteration 23Q (116552.330000 sec): 3 clusters
  Score: Raw -237991.041977 + Penalty 2581.959953 = -235409.082024
  nChanged 14
		SP:Iteration 24Q (116552.380000 sec): 3 clusters
  Score: Raw -237995.221196 + Penalty 2581.959953 = -235413.261243
  nChanged 10
		SP:Iteration 25Q (116552.430000 sec): 3 clusters
  Score: Raw -237998.992913 + Penalty 2581.959953 = -235417.032960
  nChanged 9
		SP:Iteration 26Q (116552.490000 sec): 3 clusters
  Score: Raw -238001.974149 + Penalty 2581.959953 = -235420.014196
  nChanged 10
		SP:Iteration 27Q (116552.540000 sec): 3 clusters
  Score: Raw -238005.345329 + Penalty 2581.959953 = -235423.385376
  nChanged 8
		SP:Iteration 28Q (116552.590000 sec): 3 clusters
  Score: Raw -238007.909408 + Penalty 2581.959953 = -235425.949455
  nChanged 3
		SP:Iteration 29Q (116552.650000 sec): 3 clusters
  Score: Raw -238009.390150 + Penalty 2581.959953 = -235427.430197
  nChanged 5
		SP:Iteration 30Q (116552.700000 sec): 3 clusters
  Score: Raw -238011.316363 + Penalty 2581.959953 = -235429.356409
  nChanged 3
		SP:Iteration 31Q (116552.750000 sec): 3 clusters
  Score: Raw -238011.658068 + Penalty 2581.959953 = -235429.698114
  nChanged 1
		SP:Iteration 32Q (116552.820000 sec): 3 clusters
  Score: Raw -238011.807629 + Penalty 2581.959953 = -235429.847676
  nChanged 1
		SP:Iteration 33Q (116552.870000 sec): 3 clusters
  Score: Raw -238011.913510 + Penalty 2581.959953 = -235429.953556
  nChanged 1
		SP:Iteration 34Q (116552.920000 sec): 3 clusters
  Score: Raw -238012.094278 + Penalty 2581.959953 = -235430.134325
  nChanged 0
		SP:Iteration 35F (116552.980000 sec): 3 clusters
  Score: Raw -238012.094278 + Penalty 2581.959953 = -235430.134325
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 111 (1770 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (116553.040000 sec): 2 clusters
  Score: Raw -151902.861145 + Penalty 1215.294409 = -150687.566736
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (116553.070000 sec): 3 clusters
  Score: Raw -151142.722893 + Penalty 2430.588818 = -148712.134075
  nChanged 590
		SP:Iteration 1F (116553.100000 sec): 3 clusters
  Score: Raw -151508.447015 + Penalty 2430.588818 = -149077.858196
  nChanged 148
		SP:Iteration 2F (116553.140000 sec): 3 clusters
  Score: Raw -151638.663096 + Penalty 2430.588818 = -149208.074278
  nChanged 108
		SP:Iteration 3F (116553.170000 sec): 3 clusters
  Score: Raw -151739.614858 + Penalty 2430.588818 = -149309.026040
  nChanged 88
		SP:Iteration 4Q (116553.210000 sec): 3 clusters
  Score: Raw -151803.334646 + Penalty 2430.588818 = -149372.745828
  nChanged 48
		SP:Iteration 5Q (116553.240000 sec): 3 clusters
  Score: Raw -151833.289921 + Penalty 2430.588818 = -149402.701102
  nChanged 37
		SP:Iteration 6Q (116553.280000 sec): 3 clusters
  Score: Raw -151865.727238 + Penalty 2430.588818 = -149435.138420
  nChanged 32
		SP:Iteration 7Q (116553.310000 sec): 3 clusters
  Score: Raw -151887.031614 + Penalty 2430.588818 = -149456.442796
  nChanged 24
		SP:Iteration 8Q (116553.340000 sec): 3 clusters
  Score: Raw -151905.281651 + Penalty 2430.588818 = -149474.692833
  nChanged 23
		SP:Iteration 9Q (116553.380000 sec): 3 clusters
  Score: Raw -151923.344160 + Penalty 2430.588818 = -149492.755342
  nChanged 20
		SP:Iteration 10Q (116553.410000 sec): 3 clusters
  Score: Raw -151936.452237 + Penalty 2430.588818 = -149505.863418
  nChanged 15
		SP:Iteration 11Q (116553.450000 sec): 3 clusters
  Score: Raw -151943.845681 + Penalty 2430.588818 = -149513.256863
  nChanged 8
		SP:Iteration 12Q (116553.480000 sec): 3 clusters
  Score: Raw -151947.647661 + Penalty 2430.588818 = -149517.058842
  nChanged 6
		SP:Iteration 13Q (116553.520000 sec): 3 clusters
  Score: Raw -151950.049394 + Penalty 2430.588818 = -149519.460576
  nChanged 6
		SP:Iteration 14Q (116553.550000 sec): 3 clusters
  Score: Raw -151952.609087 + Penalty 2430.588818 = -149522.020269
  nChanged 6
		SP:Iteration 15Q (116553.580000 sec): 3 clusters
  Score: Raw -151956.721861 + Penalty 2430.588818 = -149526.133042
  nChanged 9
		SP:Iteration 16Q (116553.620000 sec): 3 clusters
  Score: Raw -151961.584024 + Penalty 2430.588818 = -149530.995206
  nChanged 5
		SP:Iteration 17Q (116553.660000 sec): 3 clusters
  Score: Raw -151964.100153 + Penalty 2430.588818 = -149533.511334
  nChanged 5
		SP:Iteration 18Q (116553.690000 sec): 3 clusters
  Score: Raw -151965.791761 + Penalty 2430.588818 = -149535.202943
  nChanged 5
		SP:Iteration 19Q (116553.720000 sec): 3 clusters
  Score: Raw -151967.988055 + Penalty 2430.588818 = -149537.399237
  nChanged 2
		SP:Iteration 20F (116553.760000 sec): 3 clusters
  Score: Raw -151968.919166 + Penalty 2430.588818 = -149538.330348
  nChanged 3
		SP:Iteration 21Q (116553.790000 sec): 3 clusters
  Score: Raw -151971.485080 + Penalty 2430.588818 = -149540.896262
  nChanged 4
		SP:Iteration 22Q (116553.820000 sec): 3 clusters
  Score: Raw -151973.154547 + Penalty 2430.588818 = -149542.565728
  nChanged 5
		SP:Iteration 23Q (116553.860000 sec): 3 clusters
  Score: Raw -151977.833717 + Penalty 2430.588818 = -149547.244898
  nChanged 9
		SP:Iteration 24Q (116553.900000 sec): 3 clusters
  Score: Raw -151983.054090 + Penalty 2430.588818 = -149552.465271
  nChanged 4
		SP:Iteration 25Q (116553.930000 sec): 3 clusters
  Score: Raw -151984.801475 + Penalty 2430.588818 = -149554.212657
  nChanged 4
		SP:Iteration 26Q (116553.960000 sec): 3 clusters
  Score: Raw -151986.044777 + Penalty 2430.588818 = -149555.455959
  nChanged 4
		SP:Iteration 27Q (116554.000000 sec): 3 clusters
  Score: Raw -151987.749765 + Penalty 2430.588818 = -149557.160947
  nChanged 3
		SP:Iteration 28Q (116554.030000 sec): 3 clusters
  Score: Raw -151988.975335 + Penalty 2430.588818 = -149558.386516
  nChanged 2
		SP:Iteration 29Q (116554.070000 sec): 3 clusters
  Score: Raw -151989.459232 + Penalty 2430.588818 = -149558.870413
  nChanged 1
		SP:Iteration 30Q (116554.100000 sec): 3 clusters
  Score: Raw -151989.958603 + Penalty 2430.588818 = -149559.369785
  nChanged 0
		SP:Iteration 31F (116554.140000 sec): 3 clusters
  Score: Raw -151989.958603 + Penalty 2430.588818 = -149559.369785
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 112 (480 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (116554.170000 sec): 2 clusters
  Score: Raw -43733.995418 + Penalty 1003.240242 = -42730.755176
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (116554.180000 sec): 3 clusters
  Score: Raw -43689.611376 + Penalty 2006.480484 = -41683.130892
  nChanged 99
		SP:Iteration 1F (116554.190000 sec): 3 clusters
  Score: Raw -43828.873272 + Penalty 2006.480484 = -41822.392788
  nChanged 24
		SP:Iteration 2Q (116554.200000 sec): 3 clusters
  Score: Raw -43867.786072 + Penalty 2006.480484 = -41861.305588
  nChanged 9
		SP:Iteration 3Q (116554.210000 sec): 3 clusters
  Score: Raw -43881.729772 + Penalty 2006.480484 = -41875.249288
  nChanged 4
		SP:Iteration 4Q (116554.220000 sec): 3 clusters
  Score: Raw -43891.543375 + Penalty 2006.480484 = -41885.062891
  nChanged 3
		SP:Iteration 5Q (116554.230000 sec): 3 clusters
  Score: Raw -43898.614412 + Penalty 2006.480484 = -41892.133928
  nChanged 4
		SP:Iteration 6Q (116554.240000 sec): 3 clusters
  Score: Raw -43903.667618 + Penalty 2006.480484 = -41897.187135
  nChanged 3
		SP:Iteration 7Q (116554.250000 sec): 3 clusters
  Score: Raw -43910.231916 + Penalty 2006.480484 = -41903.751432
  nChanged 2
		SP:Iteration 8Q (116554.260000 sec): 3 clusters
  Score: Raw -43911.692098 + Penalty 2006.480484 = -41905.211615
  nChanged 1
		SP:Iteration 9Q (116554.270000 sec): 3 clusters
  Score: Raw -43912.555258 + Penalty 2006.480484 = -41906.074775
  nChanged 0
		SP:Iteration 10F (116554.280000 sec): 3 clusters
  Score: Raw -43912.555258 + Penalty 2006.480484 = -41906.074775
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 113 (2496 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (116554.350000 sec): 2 clusters
  Score: Raw -210474.468116 + Penalty 1271.147269 = -209203.320847
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (116554.400000 sec): 3 clusters
  Score: Raw -209329.426168 + Penalty 2542.294537 = -206787.131631
  nChanged 899
		SP:Iteration 1F (116554.450000 sec): 3 clusters
  Score: Raw -209952.375430 + Penalty 2542.294537 = -207410.080893
  nChanged 239
		SP:Iteration 2F (116554.500000 sec): 3 clusters
  Score: Raw -210141.967962 + Penalty 2542.294537 = -207599.673425
  nChanged 140
		SP:Iteration 3F (116554.550000 sec): 3 clusters
  Score: Raw -210234.020711 + Penalty 2542.294537 = -207691.726174
  nChanged 95
		SP:Iteration 4Q (116554.600000 sec): 3 clusters
  Score: Raw -210293.544157 + Penalty 2542.294537 = -207751.249619
  nChanged 75
		SP:Iteration 5Q (116554.650000 sec): 3 clusters
  Score: Raw -210332.650099 + Penalty 2542.294537 = -207790.355562
  nChanged 65
		SP:Iteration 6Q (116554.700000 sec): 3 clusters
  Score: Raw -210364.582019 + Penalty 2542.294537 = -207822.287482
  nChanged 48
		SP:Iteration 7Q (116554.750000 sec): 3 clusters
  Score: Raw -210387.386847 + Penalty 2542.294537 = -207845.092310
  nChanged 40
		SP:Iteration 8Q (116554.800000 sec): 3 clusters
  Score: Raw -210405.136237 + Penalty 2542.294537 = -207862.841700
  nChanged 45
		SP:Iteration 9Q (116554.850000 sec): 3 clusters
  Score: Raw -210428.667172 + Penalty 2542.294537 = -207886.372635
  nChanged 39
		SP:Iteration 10Q (116554.900000 sec): 3 clusters
  Score: Raw -210447.662515 + Penalty 2542.294537 = -207905.367978
  nChanged 33
		SP:Iteration 11Q (116554.950000 sec): 3 clusters
  Score: Raw -210465.118148 + Penalty 2542.294537 = -207922.823611
  nChanged 36
		SP:Iteration 12Q (116555.000000 sec): 3 clusters
  Score: Raw -210484.832579 + Penalty 2542.294537 = -207942.538042
  nChanged 43
		SP:Iteration 13Q (116555.050000 sec): 3 clusters
  Score: Raw -210507.607298 + Penalty 2542.294537 = -207965.312761
  nChanged 35
		SP:Iteration 14Q (116555.100000 sec): 3 clusters
  Score: Raw -210524.789427 + Penalty 2542.294537 = -207982.494890
  nChanged 32
		SP:Iteration 15Q (116555.150000 sec): 3 clusters
  Score: Raw -210538.840311 + Penalty 2542.294537 = -207996.545773
  nChanged 30
		SP:Iteration 16Q (116555.200000 sec): 3 clusters
  Score: Raw -210552.816627 + Penalty 2542.294537 = -208010.522089
  nChanged 27
		SP:Iteration 17Q (116555.250000 sec): 3 clusters
  Score: Raw -210568.193466 + Penalty 2542.294537 = -208025.898929
  nChanged 34
		SP:Iteration 18Q (116555.300000 sec): 3 clusters
  Score: Raw -210584.676826 + Penalty 2542.294537 = -208042.382289
  nChanged 29
		SP:Iteration 19Q (116555.350000 sec): 3 clusters
  Score: Raw -210600.534400 + Penalty 2542.294537 = -208058.239863
  nChanged 29
		SP:Iteration 20F (116555.400000 sec): 3 clusters
  Score: Raw -210614.513804 + Penalty 2542.294537 = -208072.219266
  nChanged 27
		SP:Iteration 21Q (116555.440000 sec): 3 clusters
  Score: Raw -210627.861928 + Penalty 2542.294537 = -208085.567391
  nChanged 25
		SP:Iteration 22Q (116555.490000 sec): 3 clusters
  Score: Raw -210640.546669 + Penalty 2542.294537 = -208098.252132
  nChanged 22
		SP:Iteration 23Q (116555.540000 sec): 3 clusters
  Score: Raw -210651.859669 + Penalty 2542.294537 = -208109.565132
  nChanged 19
		SP:Iteration 24Q (116555.590000 sec): 3 clusters
  Score: Raw -210662.302986 + Penalty 2542.294537 = -208120.008449
  nChanged 15
		SP:Iteration 25Q (116555.640000 sec): 3 clusters
  Score: Raw -210671.831874 + Penalty 2542.294537 = -208129.537337
  nChanged 21
		SP:Iteration 26Q (116555.690000 sec): 3 clusters
  Score: Raw -210684.377235 + Penalty 2542.294537 = -208142.082698
  nChanged 19
		SP:Iteration 27Q (116555.740000 sec): 3 clusters
  Score: Raw -210695.020741 + Penalty 2542.294537 = -208152.726203
  nChanged 20
		SP:Iteration 28Q (116555.790000 sec): 3 clusters
  Score: Raw -210705.653604 + Penalty 2542.294537 = -208163.359067
  nChanged 20
		SP:Iteration 29Q (116555.840000 sec): 3 clusters
  Score: Raw -210717.572578 + Penalty 2542.294537 = -208175.278041
  nChanged 17
		SP:Iteration 30Q (116555.880000 sec): 3 clusters
  Score: Raw -210728.048906 + Penalty 2542.294537 = -208185.754369
  nChanged 16
		SP:Iteration 31Q (116555.940000 sec): 3 clusters
  Score: Raw -210740.123524 + Penalty 2542.294537 = -208197.828987
  nChanged 22
		SP:Iteration 32Q (116555.980000 sec): 3 clusters
  Score: Raw -210756.251208 + Penalty 2542.294537 = -208213.956670
  nChanged 20
		SP:Iteration 33Q (116556.030000 sec): 3 clusters
  Score: Raw -210774.817499 + Penalty 2542.294537 = -208232.522962
  nChanged 22
		SP:Iteration 34Q (116556.080000 sec): 3 clusters
  Score: Raw -210798.957571 + Penalty 2542.294537 = -208256.663034
  nChanged 21
		SP:Iteration 35Q (116556.130000 sec): 3 clusters
  Score: Raw -210822.037345 + Penalty 2542.294537 = -208279.742808
  nChanged 14
		SP:Iteration 36Q (116556.180000 sec): 3 clusters
  Score: Raw -210834.196237 + Penalty 2542.294537 = -208291.901700
  nChanged 14
		SP:Iteration 37Q (116556.220000 sec): 3 clusters
  Score: Raw -210846.079050 + Penalty 2542.294537 = -208303.784513
  nChanged 14
		SP:Iteration 38Q (116556.270000 sec): 3 clusters
  Score: Raw -210859.882828 + Penalty 2542.294537 = -208317.588291
  nChanged 13
		SP:Iteration 39Q (116556.320000 sec): 3 clusters
  Score: Raw -210867.854012 + Penalty 2542.294537 = -208325.559475
  nChanged 8
		SP:Iteration 40F (116556.370000 sec): 3 clusters
  Score: Raw -210874.161772 + Penalty 2542.294537 = -208331.867235
  nChanged 6
		SP:Iteration 41Q (116556.420000 sec): 3 clusters
  Score: Raw -210881.222371 + Penalty 2542.294537 = -208338.927834
  nChanged 6
		SP:Iteration 42Q (116556.470000 sec): 3 clusters
  Score: Raw -210885.737757 + Penalty 2542.294537 = -208343.443220
  nChanged 8
		SP:Iteration 43Q (116556.520000 sec): 3 clusters
  Score: Raw -210893.327968 + Penalty 2542.294537 = -208351.033431
  nChanged 8
		SP:Iteration 44Q (116556.560000 sec): 3 clusters
  Score: Raw -210898.444744 + Penalty 2542.294537 = -208356.150207
  nChanged 5
		SP:Iteration 45Q (116556.610000 sec): 3 clusters
  Score: Raw -210901.565491 + Penalty 2542.294537 = -208359.270954
  nChanged 4
		SP:Iteration 46Q (116556.660000 sec): 3 clusters
  Score: Raw -210903.363428 + Penalty 2542.294537 = -208361.068891
  nChanged 3
		SP:Iteration 47Q (116556.700000 sec): 3 clusters
  Score: Raw -210905.026175 + Penalty 2542.294537 = -208362.731638
  nChanged 3
		SP:Iteration 48Q (116556.750000 sec): 3 clusters
  Score: Raw -210906.777445 + Penalty 2542.294537 = -208364.482908
  nChanged 2
		SP:Iteration 49Q (116556.800000 sec): 3 clusters
  Score: Raw -210908.950227 + Penalty 2542.294537 = -208366.655690
  nChanged 1
		SP:Iteration 50Q (116556.850000 sec): 3 clusters
  Score: Raw -210910.424135 + Penalty 2542.294537 = -208368.129598
  nChanged 0
		SP:Iteration 51F (116556.900000 sec): 3 clusters
  Score: Raw -210910.424135 + Penalty 2542.294537 = -208368.129598
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 114 (1413 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (116556.950000 sec): 2 clusters
  Score: Raw -123506.530856 + Penalty 1178.688937 = -122327.841919
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (116556.980000 sec): 3 clusters
  Score: Raw -123000.615447 + Penalty 2357.377874 = -120643.237572
  nChanged 471
		SP:Iteration 1F (116557.010000 sec): 3 clusters
  Score: Raw -123363.228044 + Penalty 2357.377874 = -121005.850170
  nChanged 103
		SP:Iteration 2F (116557.040000 sec): 3 clusters
  Score: Raw -123453.760017 + Penalty 2357.377874 = -121096.382143
  nChanged 64
		SP:Iteration 3Q (116557.060000 sec): 3 clusters
  Score: Raw -123508.839444 + Penalty 2357.377874 = -121151.461569
  nChanged 45
		SP:Iteration 4Q (116557.090000 sec): 3 clusters
  Score: Raw -123541.905755 + Penalty 2357.377874 = -121184.527881
  nChanged 25
		SP:Iteration 5Q (116557.120000 sec): 3 clusters
  Score: Raw -123560.102791 + Penalty 2357.377874 = -121202.724917
  nChanged 14
		SP:Iteration 6Q (116557.140000 sec): 3 clusters
  Score: Raw -123570.907538 + Penalty 2357.377874 = -121213.529663
  nChanged 14
		SP:Iteration 7Q (116557.170000 sec): 3 clusters
  Score: Raw -123580.138645 + Penalty 2357.377874 = -121222.760770
  nChanged 8
		SP:Iteration 8Q (116557.200000 sec): 3 clusters
  Score: Raw -123584.583223 + Penalty 2357.377874 = -121227.205349
  nChanged 6
		SP:Iteration 9Q (116557.230000 sec): 3 clusters
  Score: Raw -123588.023658 + Penalty 2357.377874 = -121230.645784
  nChanged 5
		SP:Iteration 10Q (116557.260000 sec): 3 clusters
  Score: Raw -123591.387622 + Penalty 2357.377874 = -121234.009748
  nChanged 6
		SP:Iteration 11Q (116557.280000 sec): 3 clusters
  Score: Raw -123593.235007 + Penalty 2357.377874 = -121235.857132
  nChanged 3
		SP:Iteration 12Q (116557.310000 sec): 3 clusters
  Score: Raw -123594.598686 + Penalty 2357.377874 = -121237.220811
  nChanged 1
		SP:Iteration 13Q (116557.340000 sec): 3 clusters
  Score: Raw -123594.926400 + Penalty 2357.377874 = -121237.548525
  nChanged 2
		SP:Iteration 14Q (116557.360000 sec): 3 clusters
  Score: Raw -123596.682580 + Penalty 2357.377874 = -121239.304706
  nChanged 2
		SP:Iteration 15Q (116557.390000 sec): 3 clusters
  Score: Raw -123598.448219 + Penalty 2357.377874 = -121241.070344
  nChanged 4
		SP:Iteration 16Q (116557.420000 sec): 3 clusters
  Score: Raw -123600.645829 + Penalty 2357.377874 = -121243.267955
  nChanged 6
		SP:Iteration 17Q (116557.450000 sec): 3 clusters
  Score: Raw -123604.626628 + Penalty 2357.377874 = -121247.248754
  nChanged 5
		SP:Iteration 18Q (116557.480000 sec): 3 clusters
  Score: Raw -123606.638590 + Penalty 2357.377874 = -121249.260716
  nChanged 4
		SP:Iteration 19Q (116557.500000 sec): 3 clusters
  Score: Raw -123608.414448 + Penalty 2357.377874 = -121251.036574
  nChanged 2
		SP:Iteration 20F (116557.530000 sec): 3 clusters
  Score: Raw -123609.124234 + Penalty 2357.377874 = -121251.746359
  nChanged 2
		SP:Iteration 21Q (116557.560000 sec): 3 clusters
  Score: Raw -123609.957796 + Penalty 2357.377874 = -121252.579921
  nChanged 0
		SP:Iteration 22F (116557.580000 sec): 3 clusters
  Score: Raw -123609.957796 + Penalty 2357.377874 = -121252.579921
  nChanged 0
Iteration 299Q (116838.260000 sec): 115 clusters
  Score: Raw -67036317.600387 + Penalty 251563.278677 = -66784754.321710
  nChanged 342
Iteration 300F (117170.870000 sec): 115 clusters
  Score: Raw -67036410.345158 + Penalty 251563.278677 = -66784847.066481
  nChanged 354
Iteration 301Q (117451.900000 sec): 115 clusters
  Score: Raw -67036468.276808 + Penalty 251563.278677 = -66784904.998131
  nChanged 348
Iteration 302Q (117733.240000 sec): 115 clusters
  Score: Raw -67036509.500958 + Penalty 251563.278677 = -66784946.222280
  nChanged 349
Iteration 303Q (118014.530000 sec): 115 clusters
  Score: Raw -67036548.933308 + Penalty 251563.278677 = -66784985.654630
  nChanged 341
Iteration 304Q (118295.960000 sec): 115 clusters
  Score: Raw -67036585.145213 + Penalty 251563.278677 = -66785021.866536
  nChanged 285
Iteration 305Q (118576.950000 sec): 115 clusters
  Score: Raw -67036613.615213 + Penalty 251563.278677 = -66785050.336536
  nChanged 265
Iteration 306Q (118858.230000 sec): 115 clusters
  Score: Raw -67036639.667641 + Penalty 251563.278677 = -66785076.388964
  nChanged 242
Iteration 307Q (119139.760000 sec): 115 clusters
  Score: Raw -67036664.486483 + Penalty 251563.278677 = -66785101.207806
  nChanged 237
Iteration 308Q (119421.710000 sec): 115 clusters
  Score: Raw -67036689.819613 + Penalty 251563.278677 = -66785126.540935
  nChanged 238
Iteration 309Q (119703.080000 sec): 115 clusters
  Score: Raw -67036713.544862 + Penalty 251563.278677 = -66785150.266184
  nChanged 255
Iteration 310Q (119984.360000 sec): 115 clusters
  Score: Raw -67036739.764042 + Penalty 251563.278677 = -66785176.485365
  nChanged 252
Iteration 311Q (120265.920000 sec): 115 clusters
  Score: Raw -67036764.086244 + Penalty 251563.278677 = -66785200.807567
  nChanged 222
Iteration 312Q (120547.290000 sec): 115 clusters
  Score: Raw -67036784.366103 + Penalty 251563.278677 = -66785221.087425
  nChanged 208
Iteration 313Q (120828.930000 sec): 115 clusters
  Score: Raw -67036803.479545 + Penalty 251563.278677 = -66785240.200867
  nChanged 200
Iteration 314Q (121110.270000 sec): 115 clusters
  Score: Raw -67036820.318888 + Penalty 251563.278677 = -66785257.040210
  nChanged 188
Iteration 315Q (121391.120000 sec): 115 clusters
  Score: Raw -67036835.552681 + Penalty 251563.278677 = -66785272.274003
  nChanged 178
Iteration 316Q (121673.050000 sec): 115 clusters
  Score: Raw -67036849.067308 + Penalty 251563.278677 = -66785285.788631
  nChanged 151
Iteration 317Q (121954.660000 sec): 115 clusters
  Score: Raw -67036862.867174 + Penalty 251563.278677 = -66785299.588497
  nChanged 147
Iteration 318Q (122236.600000 sec): 115 clusters
  Score: Raw -67036876.617279 + Penalty 251563.278677 = -66785313.338601
  nChanged 134
Iteration 319Q (122516.830000 sec): 115 clusters
  Score: Raw -67036885.611816 + Penalty 251563.278677 = -66785322.333139
  nChanged 102
Iteration 320F (122849.290000 sec): 115 clusters
  Score: Raw -67036892.583739 + Penalty 251563.278677 = -66785329.305062
  nChanged 94
Iteration 321Q (123130.610000 sec): 115 clusters
  Score: Raw -67036897.938297 + Penalty 251563.278677 = -66785334.659619
  nChanged 84
Iteration 322Q (123411.890000 sec): 115 clusters
  Score: Raw -67036903.712641 + Penalty 251563.278677 = -66785340.433963
  nChanged 77
Iteration 323Q (123693.130000 sec): 115 clusters
  Score: Raw -67036910.782203 + Penalty 251563.278677 = -66785347.503526
  nChanged 90
Iteration 324Q (123974.420000 sec): 115 clusters
  Score: Raw -67036919.123591 + Penalty 251563.278677 = -66785355.844914
  nChanged 96
Iteration 325Q (124255.160000 sec): 115 clusters
  Score: Raw -67036926.843330 + Penalty 251563.278677 = -66785363.564653
  nChanged 98
Iteration 326Q (124537.130000 sec): 115 clusters
  Score: Raw -67036935.060886 + Penalty 251563.278677 = -66785371.782209
  nChanged 97
Iteration 327Q (124818.480000 sec): 115 clusters
  Score: Raw -67036942.341502 + Penalty 251563.278677 = -66785379.062825
  nChanged 107
Iteration 328Q (125100.060000 sec): 115 clusters
  Score: Raw -67036950.378938 + Penalty 251563.278677 = -66785387.100260
  nChanged 99
Iteration 329Q (125382.030000 sec): 115 clusters
  Score: Raw -67036958.090097 + Penalty 251563.278677 = -66785394.811420
  nChanged 87
Iteration 330Q (125664.020000 sec): 115 clusters
  Score: Raw -67036964.679328 + Penalty 251563.278677 = -66785401.400651
  nChanged 79
Iteration 331Q (125946.030000 sec): 115 clusters
  Score: Raw -67036969.991458 + Penalty 251563.278677 = -66785406.712780
  nChanged 75
Iteration 332Q (126227.460000 sec): 115 clusters
  Score: Raw -67036975.127228 + Penalty 251563.278677 = -66785411.848551
  nChanged 64
Iteration 333Q (126508.110000 sec): 115 clusters
  Score: Raw -67036979.499856 + Penalty 251563.278677 = -66785416.221179
  nChanged 57
Iteration 334Q (126789.670000 sec): 115 clusters
  Score: Raw -67036983.691697 + Penalty 251563.278677 = -66785420.413020
  nChanged 63
Iteration 335Q (127071.620000 sec): 115 clusters
  Score: Raw -67036987.499336 + Penalty 251563.278677 = -66785424.220658
  nChanged 56
Iteration 336Q (127352.180000 sec): 115 clusters
  Score: Raw -67036991.126997 + Penalty 251563.278677 = -66785427.848320
  nChanged 55
Iteration 337Q (127632.800000 sec): 115 clusters
  Score: Raw -67036994.127273 + Penalty 251563.278677 = -66785430.848595
  nChanged 47
Iteration 338Q (127913.840000 sec): 115 clusters
  Score: Raw -67036996.930245 + Penalty 251563.278677 = -66785433.651568
  nChanged 46
Writing temp clu file 
Because OldScore, -66785430.848595, is greater than current (better) Score,-66785433.651568 
 Compute initial score before splitting:   Score: Raw -67036996.930245 + Penalty 251563.278677 = -66785433.651568
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 1 (1481 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (127914.010000 sec): 2 clusters
  Score: Raw -121664.226952 + Penalty 1186.326832 = -120477.900120
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (127914.180000 sec): 3 clusters
  Score: Raw -121105.699153 + Penalty 2372.653665 = -118733.045488
  nChanged 475
		SP:Iteration 1F (127914.210000 sec): 3 clusters
  Score: Raw -121484.244677 + Penalty 2372.653665 = -119111.591012
  nChanged 114
		SP:Iteration 2F (127914.240000 sec): 3 clusters
  Score: Raw -121603.688728 + Penalty 2372.653665 = -119231.035063
  nChanged 71
		SP:Iteration 3Q (127914.270000 sec): 3 clusters
  Score: Raw -121670.394232 + Penalty 2372.653665 = -119297.740567
  nChanged 54
		SP:Iteration 4Q (127914.300000 sec): 3 clusters
  Score: Raw -121714.997644 + Penalty 2372.653665 = -119342.343979
  nChanged 36
		SP:Iteration 5Q (127914.330000 sec): 3 clusters
  Score: Raw -121745.066186 + Penalty 2372.653665 = -119372.412521
  nChanged 33
		SP:Iteration 6Q (127914.360000 sec): 3 clusters
  Score: Raw -121770.102795 + Penalty 2372.653665 = -119397.449130
  nChanged 29
		SP:Iteration 7Q (127914.390000 sec): 3 clusters
  Score: Raw -121787.292652 + Penalty 2372.653665 = -119414.638987
  nChanged 20
		SP:Iteration 8Q (127914.420000 sec): 3 clusters
  Score: Raw -121799.500023 + Penalty 2372.653665 = -119426.846358
  nChanged 12
		SP:Iteration 9Q (127914.440000 sec): 3 clusters
  Score: Raw -121804.226909 + Penalty 2372.653665 = -119431.573245
  nChanged 12
		SP:Iteration 10Q (127914.470000 sec): 3 clusters
  Score: Raw -121808.760889 + Penalty 2372.653665 = -119436.107225
  nChanged 9
		SP:Iteration 11Q (127914.500000 sec): 3 clusters
  Score: Raw -121813.115070 + Penalty 2372.653665 = -119440.461405
  nChanged 6
		SP:Iteration 12Q (127914.530000 sec): 3 clusters
  Score: Raw -121816.335011 + Penalty 2372.653665 = -119443.681347
  nChanged 5
		SP:Iteration 13Q (127914.560000 sec): 3 clusters
  Score: Raw -121818.319116 + Penalty 2372.653665 = -119445.665451
  nChanged 7
		SP:Iteration 14Q (127914.590000 sec): 3 clusters
  Score: Raw -121822.651697 + Penalty 2372.653665 = -119449.998032
  nChanged 3
		SP:Iteration 15Q (127914.620000 sec): 3 clusters
  Score: Raw -121823.816959 + Penalty 2372.653665 = -119451.163295
  nChanged 2
		SP:Iteration 16Q (127914.640000 sec): 3 clusters
  Score: Raw -121826.269955 + Penalty 2372.653665 = -119453.616290
  nChanged 7
		SP:Iteration 17Q (127914.680000 sec): 3 clusters
  Score: Raw -121830.664485 + Penalty 2372.653665 = -119458.010820
  nChanged 5
		SP:Iteration 18Q (127914.700000 sec): 3 clusters
  Score: Raw -121833.847166 + Penalty 2372.653665 = -119461.193502
  nChanged 2
		SP:Iteration 19Q (127914.730000 sec): 3 clusters
  Score: Raw -121835.295121 + Penalty 2372.653665 = -119462.641457
  nChanged 4
		SP:Iteration 20F (127914.760000 sec): 3 clusters
  Score: Raw -121838.419709 + Penalty 2372.653665 = -119465.766045
  nChanged 5
		SP:Iteration 21Q (127914.790000 sec): 3 clusters
  Score: Raw -121843.065577 + Penalty 2372.653665 = -119470.411912
  nChanged 7
		SP:Iteration 22Q (127914.820000 sec): 3 clusters
  Score: Raw -121846.962433 + Penalty 2372.653665 = -119474.308768
  nChanged 4
		SP:Iteration 23Q (127914.840000 sec): 3 clusters
  Score: Raw -121849.294184 + Penalty 2372.653665 = -119476.640520
  nChanged 2
		SP:Iteration 24Q (127914.880000 sec): 3 clusters
  Score: Raw -121850.548239 + Penalty 2372.653665 = -119477.894574
  nChanged 3
		SP:Iteration 25Q (127914.900000 sec): 3 clusters
  Score: Raw -121852.246511 + Penalty 2372.653665 = -119479.592847
  nChanged 2
		SP:Iteration 26Q (127914.930000 sec): 3 clusters
  Score: Raw -121853.832472 + Penalty 2372.653665 = -119481.178807
  nChanged 3
		SP:Iteration 27Q (127914.960000 sec): 3 clusters
  Score: Raw -121855.322955 + Penalty 2372.653665 = -119482.669290
  nChanged 3
		SP:Iteration 28Q (127914.990000 sec): 3 clusters
  Score: Raw -121857.203052 + Penalty 2372.653665 = -119484.549388
  nChanged 5
		SP:Iteration 29Q (127915.020000 sec): 3 clusters
  Score: Raw -121859.899310 + Penalty 2372.653665 = -119487.245645
  nChanged 3
		SP:Iteration 30Q (127915.040000 sec): 3 clusters
  Score: Raw -121863.944182 + Penalty 2372.653665 = -119491.290518
  nChanged 5
		SP:Iteration 31Q (127915.070000 sec): 3 clusters
  Score: Raw -121868.722170 + Penalty 2372.653665 = -119496.068506
  nChanged 5
		SP:Iteration 32Q (127915.100000 sec): 3 clusters
  Score: Raw -121871.233534 + Penalty 2372.653665 = -119498.579870
  nChanged 2
		SP:Iteration 33Q (127915.130000 sec): 3 clusters
  Score: Raw -121872.111025 + Penalty 2372.653665 = -119499.457361
  nChanged 1
		SP:Iteration 34Q (127915.160000 sec): 3 clusters
  Score: Raw -121872.673943 + Penalty 2372.653665 = -119500.020279
  nChanged 1
		SP:Iteration 35Q (127915.190000 sec): 3 clusters
  Score: Raw -121873.090717 + Penalty 2372.653665 = -119500.437053
  nChanged 0
		SP:Iteration 36F (127915.220000 sec): 3 clusters
  Score: Raw -121873.090717 + Penalty 2372.653665 = -119500.437053
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 2 (112915 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (127915.910000 sec): 2 clusters
  Score: Raw -10168254.541586 + Penalty 1890.588473 = -10166363.953113
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (127916.950000 sec): 3 clusters
  Score: Raw -10094559.336704 + Penalty 3781.176946 = -10090778.159758
  nChanged 54128
		SP:Iteration 1F (127917.940000 sec): 3 clusters
  Score: Raw -10126095.123238 + Penalty 3781.176946 = -10122313.946292
  nChanged 3861
		SP:Iteration 2Q (127919.040000 sec): 3 clusters
  Score: Raw -10127213.215245 + Penalty 3781.176946 = -10123432.038300
  nChanged 4478
		SP:Iteration 3Q (127920.140000 sec): 3 clusters
  Score: Raw -10128908.097500 + Penalty 3781.176946 = -10125126.920554
  nChanged 5534
		SP:Iteration 4Q (127921.230000 sec): 3 clusters
  Score: Raw -10131712.521838 + Penalty 3781.176946 = -10127931.344892
  nChanged 7059
		SP:Iteration 5F (127922.280000 sec): 3 clusters
  Score: Raw -10136344.455113 + Penalty 3781.176946 = -10132563.278167
  nChanged 8725
		SP:Iteration 6F (127923.330000 sec): 3 clusters
  Score: Raw -10143420.563975 + Penalty 3781.176946 = -10139639.387029
  nChanged 9592
		SP:Iteration 7F (127924.380000 sec): 3 clusters
  Score: Raw -10152151.250868 + Penalty 3781.176946 = -10148370.073922
  nChanged 8317
		SP:Iteration 8F (127925.430000 sec): 3 clusters
  Score: Raw -10159961.721542 + Penalty 3781.176946 = -10156180.544596
  nChanged 5334
		SP:Iteration 9Q (127926.410000 sec): 3 clusters
  Score: Raw -10164836.582583 + Penalty 3781.176946 = -10161055.405637
  nChanged 2639
		SP:Iteration 10Q (127927.370000 sec): 3 clusters
  Score: Raw -10167160.579031 + Penalty 3781.176946 = -10163379.402085
  nChanged 948
		SP:Iteration 11Q (127928.270000 sec): 3 clusters
  Score: Raw -10167949.098582 + Penalty 3781.176946 = -10164167.921637
  nChanged 326
		SP:Iteration 12Q (127929.170000 sec): 3 clusters
  Score: Raw -10168231.940395 + Penalty 3781.176946 = -10164450.763449
  nChanged 133
		SP:Iteration 13Q (127930.080000 sec): 3 clusters
  Score: Raw -10168347.195770 + Penalty 3781.176946 = -10164566.018824
  nChanged 60
		SP:Iteration 14Q (127931.000000 sec): 3 clusters
  Score: Raw -10168396.711788 + Penalty 3781.176946 = -10164615.534842
  nChanged 32
		SP:Iteration 15Q (127931.910000 sec): 3 clusters
  Score: Raw -10168417.743224 + Penalty 3781.176946 = -10164636.566278
  nChanged 21
		SP:Iteration 16Q (127932.830000 sec): 3 clusters
  Score: Raw -10168435.958898 + Penalty 3781.176946 = -10164654.781952
  nChanged 16
		SP:Iteration 17Q (127933.740000 sec): 3 clusters
  Score: Raw -10168450.945413 + Penalty 3781.176946 = -10164669.768467
  nChanged 10
		SP:Iteration 18Q (127934.640000 sec): 3 clusters
  Score: Raw -10168458.599633 + Penalty 3781.176946 = -10164677.422687
  nChanged 5
		SP:Iteration 19Q (127935.510000 sec): 3 clusters
  Score: Raw -10168463.458334 + Penalty 3781.176946 = -10164682.281389
  nChanged 4
		SP:Iteration 20F (127936.500000 sec): 3 clusters
  Score: Raw -10168465.337779 + Penalty 3781.176946 = -10164684.160833
  nChanged 2
		SP:Iteration 21Q (127937.360000 sec): 3 clusters
  Score: Raw -10168466.152997 + Penalty 3781.176946 = -10164684.976051
  nChanged 0
		SP:Iteration 22F (127938.350000 sec): 3 clusters
  Score: Raw -10168466.152997 + Penalty 3781.176946 = -10164684.976051
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 3 (6993 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (127938.440000 sec): 2 clusters
  Score: Raw -657184.895686 + Penalty 1438.558051 = -655746.337636
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (127938.570000 sec): 3 clusters
  Score: Raw -653335.567144 + Penalty 2877.116102 = -650458.451043
  nChanged 2975
		SP:Iteration 1F (127938.680000 sec): 3 clusters
  Score: Raw -654806.363029 + Penalty 2877.116102 = -651929.246927
  nChanged 369
		SP:Iteration 2F (127938.780000 sec): 3 clusters
  Score: Raw -654941.347903 + Penalty 2877.116102 = -652064.231801
  nChanged 303
		SP:Iteration 3Q (127938.900000 sec): 3 clusters
  Score: Raw -655055.764352 + Penalty 2877.116102 = -652178.648250
  nChanged 263
		SP:Iteration 4Q (127939.030000 sec): 3 clusters
  Score: Raw -655148.321900 + Penalty 2877.116102 = -652271.205799
  nChanged 231
		SP:Iteration 5Q (127939.150000 sec): 3 clusters
  Score: Raw -655238.765546 + Penalty 2877.116102 = -652361.649445
  nChanged 227
		SP:Iteration 6Q (127939.270000 sec): 3 clusters
  Score: Raw -655323.083273 + Penalty 2877.116102 = -652445.967172
  nChanged 230
		SP:Iteration 7Q (127939.400000 sec): 3 clusters
  Score: Raw -655417.068122 + Penalty 2877.116102 = -652539.952021
  nChanged 248
		SP:Iteration 8Q (127939.520000 sec): 3 clusters
  Score: Raw -655532.085453 + Penalty 2877.116102 = -652654.969352
  nChanged 288
		SP:Iteration 9Q (127939.640000 sec): 3 clusters
  Score: Raw -655691.840566 + Penalty 2877.116102 = -652814.724465
  nChanged 302
		SP:Iteration 10Q (127939.770000 sec): 3 clusters
  Score: Raw -655884.529776 + Penalty 2877.116102 = -653007.413675
  nChanged 313
		SP:Iteration 11Q (127939.890000 sec): 3 clusters
  Score: Raw -656101.366412 + Penalty 2877.116102 = -653224.250311
  nChanged 305
		SP:Iteration 12Q (127940.020000 sec): 3 clusters
  Score: Raw -656355.860494 + Penalty 2877.116102 = -653478.744393
  nChanged 309
		SP:Iteration 13Q (127940.140000 sec): 3 clusters
  Score: Raw -656637.616321 + Penalty 2877.116102 = -653760.500219
  nChanged 264
		SP:Iteration 14Q (127940.260000 sec): 3 clusters
  Score: Raw -656866.029827 + Penalty 2877.116102 = -653988.913725
  nChanged 175
		SP:Iteration 15Q (127940.380000 sec): 3 clusters
  Score: Raw -657007.646591 + Penalty 2877.116102 = -654130.530490
  nChanged 120
		SP:Iteration 16Q (127940.500000 sec): 3 clusters
  Score: Raw -657116.623570 + Penalty 2877.116102 = -654239.507468
  nChanged 87
		SP:Iteration 17Q (127940.620000 sec): 3 clusters
  Score: Raw -657194.844414 + Penalty 2877.116102 = -654317.728313
  nChanged 53
		SP:Iteration 18Q (127940.730000 sec): 3 clusters
  Score: Raw -657242.654877 + Penalty 2877.116102 = -654365.538775
  nChanged 36
		SP:Iteration 19Q (127940.840000 sec): 3 clusters
  Score: Raw -657278.392734 + Penalty 2877.116102 = -654401.276633
  nChanged 21
		SP:Iteration 20F (127940.960000 sec): 3 clusters
  Score: Raw -657301.070833 + Penalty 2877.116102 = -654423.954731
  nChanged 18
		SP:Iteration 21Q (127941.080000 sec): 3 clusters
  Score: Raw -657320.259353 + Penalty 2877.116102 = -654443.143252
  nChanged 15
		SP:Iteration 22Q (127941.190000 sec): 3 clusters
  Score: Raw -657334.649849 + Penalty 2877.116102 = -654457.533747
  nChanged 12
		SP:Iteration 23Q (127941.300000 sec): 3 clusters
  Score: Raw -657351.175249 + Penalty 2877.116102 = -654474.059148
  nChanged 14
		SP:Iteration 24Q (127941.420000 sec): 3 clusters
  Score: Raw -657367.716192 + Penalty 2877.116102 = -654490.600091
  nChanged 8
		SP:Iteration 25Q (127941.530000 sec): 3 clusters
  Score: Raw -657376.487988 + Penalty 2877.116102 = -654499.371887
  nChanged 6
		SP:Iteration 26Q (127941.640000 sec): 3 clusters
  Score: Raw -657382.689436 + Penalty 2877.116102 = -654505.573334
  nChanged 3
		SP:Iteration 27Q (127941.780000 sec): 3 clusters
  Score: Raw -657385.281195 + Penalty 2877.116102 = -654508.165094
  nChanged 0
		SP:Iteration 28F (127941.890000 sec): 3 clusters
  Score: Raw -657385.281195 + Penalty 2877.116102 = -654508.165094
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 4 (3734 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (127941.960000 sec): 2 clusters
  Score: Raw -323211.289649 + Penalty 1336.600740 = -321874.688908
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (127942.040000 sec): 3 clusters
  Score: Raw -321328.281007 + Penalty 2673.201480 = -318655.079527
  nChanged 1493
		SP:Iteration 1F (127942.110000 sec): 3 clusters
  Score: Raw -322124.256570 + Penalty 2673.201480 = -319451.055089
  nChanged 264
		SP:Iteration 2F (127942.180000 sec): 3 clusters
  Score: Raw -322275.777502 + Penalty 2673.201480 = -319602.576022
  nChanged 209
		SP:Iteration 3F (127942.250000 sec): 3 clusters
  Score: Raw -322384.050505 + Penalty 2673.201480 = -319710.849025
  nChanged 171
		SP:Iteration 4Q (127942.320000 sec): 3 clusters
  Score: Raw -322478.207857 + Penalty 2673.201480 = -319805.006376
  nChanged 146
		SP:Iteration 5Q (127942.390000 sec): 3 clusters
  Score: Raw -322558.900934 + Penalty 2673.201480 = -319885.699454
  nChanged 132
		SP:Iteration 6Q (127942.460000 sec): 3 clusters
  Score: Raw -322623.442927 + Penalty 2673.201480 = -319950.241447
  nChanged 108
		SP:Iteration 7Q (127942.530000 sec): 3 clusters
  Score: Raw -322682.090005 + Penalty 2673.201480 = -320008.888524
  nChanged 120
		SP:Iteration 8Q (127942.600000 sec): 3 clusters
  Score: Raw -322755.395156 + Penalty 2673.201480 = -320082.193675
  nChanged 127
		SP:Iteration 9Q (127942.680000 sec): 3 clusters
  Score: Raw -322840.256458 + Penalty 2673.201480 = -320167.054977
  nChanged 121
		SP:Iteration 10Q (127942.740000 sec): 3 clusters
  Score: Raw -322914.105820 + Penalty 2673.201480 = -320240.904340
  nChanged 109
		SP:Iteration 11Q (127942.820000 sec): 3 clusters
  Score: Raw -322984.750465 + Penalty 2673.201480 = -320311.548985
  nChanged 120
		SP:Iteration 12Q (127942.880000 sec): 3 clusters
  Score: Raw -323068.749302 + Penalty 2673.201480 = -320395.547822
  nChanged 85
		SP:Iteration 13Q (127942.960000 sec): 3 clusters
  Score: Raw -323126.303500 + Penalty 2673.201480 = -320453.102020
  nChanged 80
		SP:Iteration 14Q (127943.020000 sec): 3 clusters
  Score: Raw -323186.682762 + Penalty 2673.201480 = -320513.481282
  nChanged 79
		SP:Iteration 15Q (127943.100000 sec): 3 clusters
  Score: Raw -323243.255566 + Penalty 2673.201480 = -320570.054086
  nChanged 68
		SP:Iteration 16Q (127943.160000 sec): 3 clusters
  Score: Raw -323300.275698 + Penalty 2673.201480 = -320627.074217
  nChanged 59
		SP:Iteration 17Q (127943.230000 sec): 3 clusters
  Score: Raw -323353.776473 + Penalty 2673.201480 = -320680.574993
  nChanged 44
		SP:Iteration 18Q (127943.300000 sec): 3 clusters
  Score: Raw -323392.380500 + Penalty 2673.201480 = -320719.179020
  nChanged 39
		SP:Iteration 19Q (127943.370000 sec): 3 clusters
  Score: Raw -323426.164686 + Penalty 2673.201480 = -320752.963206
  nChanged 25
		SP:Iteration 20F (127943.440000 sec): 3 clusters
  Score: Raw -323444.740020 + Penalty 2673.201480 = -320771.538540
  nChanged 18
		SP:Iteration 21Q (127943.510000 sec): 3 clusters
  Score: Raw -323459.938403 + Penalty 2673.201480 = -320786.736922
  nChanged 19
		SP:Iteration 22Q (127943.580000 sec): 3 clusters
  Score: Raw -323474.932201 + Penalty 2673.201480 = -320801.730720
  nChanged 16
		SP:Iteration 23Q (127943.640000 sec): 3 clusters
  Score: Raw -323487.996867 + Penalty 2673.201480 = -320814.795386
  nChanged 10
		SP:Iteration 24Q (127943.710000 sec): 3 clusters
  Score: Raw -323498.025033 + Penalty 2673.201480 = -320824.823553
  nChanged 6
		SP:Iteration 25Q (127943.780000 sec): 3 clusters
  Score: Raw -323502.769176 + Penalty 2673.201480 = -320829.567696
  nChanged 11
		SP:Iteration 26Q (127943.850000 sec): 3 clusters
  Score: Raw -323513.505032 + Penalty 2673.201480 = -320840.303551
  nChanged 5
		SP:Iteration 27Q (127943.920000 sec): 3 clusters
  Score: Raw -323519.067374 + Penalty 2673.201480 = -320845.865894
  nChanged 6
		SP:Iteration 28Q (127943.980000 sec): 3 clusters
  Score: Raw -323525.889191 + Penalty 2673.201480 = -320852.687710
  nChanged 4
		SP:Iteration 29Q (127944.050000 sec): 3 clusters
  Score: Raw -323530.377470 + Penalty 2673.201480 = -320857.175990
  nChanged 4
		SP:Iteration 30Q (127944.120000 sec): 3 clusters
  Score: Raw -323535.466766 + Penalty 2673.201480 = -320862.265286
  nChanged 4
		SP:Iteration 31Q (127944.180000 sec): 3 clusters
  Score: Raw -323539.820547 + Penalty 2673.201480 = -320866.619066
  nChanged 5
		SP:Iteration 32Q (127944.250000 sec): 3 clusters
  Score: Raw -323547.182176 + Penalty 2673.201480 = -320873.980695
  nChanged 2
		SP:Iteration 33Q (127944.320000 sec): 3 clusters
  Score: Raw -323549.835087 + Penalty 2673.201480 = -320876.633607
  nChanged 1
		SP:Iteration 34Q (127944.380000 sec): 3 clusters
  Score: Raw -323550.772660 + Penalty 2673.201480 = -320877.571180
  nChanged 2
		SP:Iteration 35Q (127944.450000 sec): 3 clusters
  Score: Raw -323554.477466 + Penalty 2673.201480 = -320881.275985
  nChanged 0
		SP:Iteration 36F (127944.520000 sec): 3 clusters
  Score: Raw -323558.412036 + Penalty 2673.201480 = -320885.210555
  nChanged 1
		SP:Iteration 37Q (127944.580000 sec): 3 clusters
  Score: Raw -323578.908217 + Penalty 2673.201480 = -320905.706737
  nChanged 2
		SP:Iteration 38Q (127944.650000 sec): 3 clusters
  Score: Raw -323581.092018 + Penalty 2673.201480 = -320907.890538
  nChanged 1
		SP:Iteration 39Q (127944.720000 sec): 3 clusters
  Score: Raw -323581.839209 + Penalty 2673.201480 = -320908.637729
  nChanged 1
		SP:Iteration 40F (127944.790000 sec): 3 clusters
  Score: Raw -323583.807042 + Penalty 2673.201480 = -320910.605562
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 5 (1774 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (127944.850000 sec): 2 clusters
  Score: Raw -148202.136743 + Penalty 1215.661226 = -146986.475517
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (127944.880000 sec): 3 clusters
  Score: Raw -147457.973995 + Penalty 2431.322453 = -145026.651542
  nChanged 618
		SP:Iteration 1F (127944.920000 sec): 3 clusters
  Score: Raw -147843.768549 + Penalty 2431.322453 = -145412.446096
  nChanged 140
		SP:Iteration 2F (127944.950000 sec): 3 clusters
  Score: Raw -147947.175621 + Penalty 2431.322453 = -145515.853168
  nChanged 82
		SP:Iteration 3Q (127944.990000 sec): 3 clusters
  Score: Raw -148028.586082 + Penalty 2431.322453 = -145597.263629
  nChanged 62
		SP:Iteration 4Q (127945.020000 sec): 3 clusters
  Score: Raw -148086.025454 + Penalty 2431.322453 = -145654.703001
  nChanged 54
		SP:Iteration 5Q (127945.060000 sec): 3 clusters
  Score: Raw -148138.243111 + Penalty 2431.322453 = -145706.920658
  nChanged 54
		SP:Iteration 6Q (127945.090000 sec): 3 clusters
  Score: Raw -148203.218248 + Penalty 2431.322453 = -145771.895795
  nChanged 61
		SP:Iteration 7Q (127945.120000 sec): 3 clusters
  Score: Raw -148274.156091 + Penalty 2431.322453 = -145842.833638
  nChanged 58
		SP:Iteration 8Q (127945.160000 sec): 3 clusters
  Score: Raw -148335.506554 + Penalty 2431.322453 = -145904.184101
  nChanged 49
		SP:Iteration 9Q (127945.190000 sec): 3 clusters
  Score: Raw -148392.799032 + Penalty 2431.322453 = -145961.476579
  nChanged 53
		SP:Iteration 10Q (127945.220000 sec): 3 clusters
  Score: Raw -148451.796429 + Penalty 2431.322453 = -146020.473976
  nChanged 61
		SP:Iteration 11Q (127945.260000 sec): 3 clusters
  Score: Raw -148540.680553 + Penalty 2431.322453 = -146109.358100
  nChanged 65
		SP:Iteration 12Q (127945.290000 sec): 3 clusters
  Score: Raw -148621.990269 + Penalty 2431.322453 = -146190.667816
  nChanged 65
		SP:Iteration 13Q (127945.320000 sec): 3 clusters
  Score: Raw -148696.316287 + Penalty 2431.322453 = -146264.993834
  nChanged 47
		SP:Iteration 14Q (127945.360000 sec): 3 clusters
  Score: Raw -148746.756428 + Penalty 2431.322453 = -146315.433975
  nChanged 33
		SP:Iteration 15Q (127945.390000 sec): 3 clusters
  Score: Raw -148783.782363 + Penalty 2431.322453 = -146352.459910
  nChanged 32
		SP:Iteration 16Q (127945.420000 sec): 3 clusters
  Score: Raw -148819.169639 + Penalty 2431.322453 = -146387.847186
  nChanged 36
		SP:Iteration 17Q (127945.450000 sec): 3 clusters
  Score: Raw -148861.116525 + Penalty 2431.322453 = -146429.794072
  nChanged 29
		SP:Iteration 18Q (127945.480000 sec): 3 clusters
  Score: Raw -148894.275936 + Penalty 2431.322453 = -146462.953483
  nChanged 22
		SP:Iteration 19Q (127945.510000 sec): 3 clusters
  Score: Raw -148917.980401 + Penalty 2431.322453 = -146486.657948
  nChanged 17
		SP:Iteration 20F (127945.550000 sec): 3 clusters
  Score: Raw -148930.663129 + Penalty 2431.322453 = -146499.340676
  nChanged 10
		SP:Iteration 21Q (127945.580000 sec): 3 clusters
  Score: Raw -148939.552120 + Penalty 2431.322453 = -146508.229667
  nChanged 8
		SP:Iteration 22Q (127945.610000 sec): 3 clusters
  Score: Raw -148945.044929 + Penalty 2431.322453 = -146513.722476
  nChanged 9
		SP:Iteration 23Q (127945.640000 sec): 3 clusters
  Score: Raw -148951.068565 + Penalty 2431.322453 = -146519.746112
  nChanged 7
		SP:Iteration 24Q (127945.680000 sec): 3 clusters
  Score: Raw -148954.722624 + Penalty 2431.322453 = -146523.400172
  nChanged 5
		SP:Iteration 25Q (127945.710000 sec): 3 clusters
  Score: Raw -148956.592495 + Penalty 2431.322453 = -146525.270042
  nChanged 5
		SP:Iteration 26Q (127945.740000 sec): 3 clusters
  Score: Raw -148960.003658 + Penalty 2431.322453 = -146528.681205
  nChanged 3
		SP:Iteration 27Q (127945.770000 sec): 3 clusters
  Score: Raw -148962.564579 + Penalty 2431.322453 = -146531.242126
  nChanged 6
		SP:Iteration 28Q (127945.800000 sec): 3 clusters
  Score: Raw -148965.431961 + Penalty 2431.322453 = -146534.109508
  nChanged 3
		SP:Iteration 29Q (127945.830000 sec): 3 clusters
  Score: Raw -148967.212931 + Penalty 2431.322453 = -146535.890478
  nChanged 2
		SP:Iteration 30Q (127945.860000 sec): 3 clusters
  Score: Raw -148968.587726 + Penalty 2431.322453 = -146537.265273
  nChanged 3
		SP:Iteration 31Q (127945.900000 sec): 3 clusters
  Score: Raw -148971.087525 + Penalty 2431.322453 = -146539.765072
  nChanged 1
		SP:Iteration 32Q (127945.930000 sec): 3 clusters
  Score: Raw -148971.577608 + Penalty 2431.322453 = -146540.255155
  nChanged 1
		SP:Iteration 33Q (127945.960000 sec): 3 clusters
  Score: Raw -148971.768744 + Penalty 2431.322453 = -146540.446291
  nChanged 0
		SP:Iteration 34F (127946.000000 sec): 3 clusters
  Score: Raw -148971.768744 + Penalty 2431.322453 = -146540.446291
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 6 (1224 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (127946.050000 sec): 2 clusters
  Score: Raw -91639.975355 + Penalty 1155.355413 = -90484.619942
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (127946.070000 sec): 3 clusters
  Score: Raw -91238.292418 + Penalty 2310.710825 = -88927.581593
  nChanged 397
		SP:Iteration 1F (127946.100000 sec): 3 clusters
  Score: Raw -91569.720930 + Penalty 2310.710825 = -89259.010105
  nChanged 101
		SP:Iteration 2F (127946.120000 sec): 3 clusters
  Score: Raw -91692.631036 + Penalty 2310.710825 = -89381.920211
  nChanged 68
		SP:Iteration 3F (127946.140000 sec): 3 clusters
  Score: Raw -91774.803840 + Penalty 2310.710825 = -89464.093015
  nChanged 57
		SP:Iteration 4Q (127946.170000 sec): 3 clusters
  Score: Raw -91842.730081 + Penalty 2310.710825 = -89532.019256
  nChanged 42
		SP:Iteration 5Q (127946.190000 sec): 3 clusters
  Score: Raw -91890.298854 + Penalty 2310.710825 = -89579.588029
  nChanged 18
		SP:Iteration 6Q (127946.220000 sec): 3 clusters
  Score: Raw -91912.659524 + Penalty 2310.710825 = -89601.948699
  nChanged 17
		SP:Iteration 7Q (127946.240000 sec): 3 clusters
  Score: Raw -91930.866416 + Penalty 2310.710825 = -89620.155591
  nChanged 16
		SP:Iteration 8Q (127946.260000 sec): 3 clusters
  Score: Raw -91945.166236 + Penalty 2310.710825 = -89634.455411
  nChanged 11
		SP:Iteration 9Q (127946.290000 sec): 3 clusters
  Score: Raw -91955.315460 + Penalty 2310.710825 = -89644.604634
  nChanged 13
		SP:Iteration 10Q (127946.310000 sec): 3 clusters
  Score: Raw -91967.960470 + Penalty 2310.710825 = -89657.249645
  nChanged 9
		SP:Iteration 11Q (127946.340000 sec): 3 clusters
  Score: Raw -91975.913111 + Penalty 2310.710825 = -89665.202286
  nChanged 6
		SP:Iteration 12Q (127946.360000 sec): 3 clusters
  Score: Raw -91979.498512 + Penalty 2310.710825 = -89668.787687
  nChanged 3
		SP:Iteration 13Q (127946.380000 sec): 3 clusters
  Score: Raw -91981.221357 + Penalty 2310.710825 = -89670.510532
  nChanged 2
		SP:Iteration 14Q (127946.410000 sec): 3 clusters
  Score: Raw -91983.837710 + Penalty 2310.710825 = -89673.126885
  nChanged 3
		SP:Iteration 15Q (127946.430000 sec): 3 clusters
  Score: Raw -91986.803743 + Penalty 2310.710825 = -89676.092918
  nChanged 1
		SP:Iteration 16Q (127946.450000 sec): 3 clusters
  Score: Raw -91987.421417 + Penalty 2310.710825 = -89676.710592
  nChanged 0
		SP:Iteration 17F (127946.480000 sec): 3 clusters
  Score: Raw -91987.421417 + Penalty 2310.710825 = -89676.710592
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 7 (3641 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (127946.550000 sec): 2 clusters
  Score: Raw -292451.684239 + Penalty 1332.502218 = -291119.182021
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (127946.620000 sec): 3 clusters
  Score: Raw -290691.132258 + Penalty 2665.004436 = -288026.127822
  nChanged 1418
		SP:Iteration 1F (127946.690000 sec): 3 clusters
  Score: Raw -291651.652322 + Penalty 2665.004436 = -288986.647886
  nChanged 389
		SP:Iteration 2F (127946.760000 sec): 3 clusters
  Score: Raw -292054.176220 + Penalty 2665.004436 = -289389.171784
  nChanged 296
		SP:Iteration 3F (127946.830000 sec): 3 clusters
  Score: Raw -292349.951956 + Penalty 2665.004436 = -289684.947520
  nChanged 227
		SP:Iteration 4F (127946.900000 sec): 3 clusters
  Score: Raw -292548.875433 + Penalty 2665.004436 = -289883.870998
  nChanged 181
		SP:Iteration 5Q (127946.960000 sec): 3 clusters
  Score: Raw -292687.133542 + Penalty 2665.004436 = -290022.129106
  nChanged 122
		SP:Iteration 6Q (127947.030000 sec): 3 clusters
  Score: Raw -292780.929192 + Penalty 2665.004436 = -290115.924756
  nChanged 91
		SP:Iteration 7Q (127947.100000 sec): 3 clusters
  Score: Raw -292838.670000 + Penalty 2665.004436 = -290173.665564
  nChanged 68
		SP:Iteration 8Q (127947.170000 sec): 3 clusters
  Score: Raw -292870.125392 + Penalty 2665.004436 = -290205.120957
  nChanged 44
		SP:Iteration 9Q (127947.240000 sec): 3 clusters
  Score: Raw -292889.756921 + Penalty 2665.004436 = -290224.752485
  nChanged 38
		SP:Iteration 10Q (127947.300000 sec): 3 clusters
  Score: Raw -292904.798843 + Penalty 2665.004436 = -290239.794407
  nChanged 34
		SP:Iteration 11Q (127947.370000 sec): 3 clusters
  Score: Raw -292919.390582 + Penalty 2665.004436 = -290254.386146
  nChanged 35
		SP:Iteration 12Q (127947.440000 sec): 3 clusters
  Score: Raw -292930.147422 + Penalty 2665.004436 = -290265.142987
  nChanged 18
		SP:Iteration 13Q (127947.510000 sec): 3 clusters
  Score: Raw -292937.952159 + Penalty 2665.004436 = -290272.947723
  nChanged 13
		SP:Iteration 14Q (127947.580000 sec): 3 clusters
  Score: Raw -292942.081877 + Penalty 2665.004436 = -290277.077441
  nChanged 11
		SP:Iteration 15Q (127947.650000 sec): 3 clusters
  Score: Raw -292944.829066 + Penalty 2665.004436 = -290279.824630
  nChanged 8
		SP:Iteration 16Q (127947.720000 sec): 3 clusters
  Score: Raw -292947.476298 + Penalty 2665.004436 = -290282.471862
  nChanged 9
		SP:Iteration 17Q (127947.780000 sec): 3 clusters
  Score: Raw -292949.755824 + Penalty 2665.004436 = -290284.751388
  nChanged 5
		SP:Iteration 18Q (127947.850000 sec): 3 clusters
  Score: Raw -292952.216202 + Penalty 2665.004436 = -290287.211766
  nChanged 5
		SP:Iteration 19Q (127947.920000 sec): 3 clusters
  Score: Raw -292952.905379 + Penalty 2665.004436 = -290287.900944
  nChanged 0
		SP:Iteration 20F (127947.990000 sec): 3 clusters
  Score: Raw -292952.905379 + Penalty 2665.004436 = -290287.900944
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 8 (7520 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (127948.080000 sec): 2 clusters
  Score: Raw -638973.242701 + Penalty 1450.364730 = -637522.877971
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (127948.210000 sec): 3 clusters
  Score: Raw -634886.802279 + Penalty 2900.729461 = -631986.072819
  nChanged 3155
		SP:Iteration 1F (127948.320000 sec): 3 clusters
  Score: Raw -636624.264256 + Penalty 2900.729461 = -633723.534796
  nChanged 493
		SP:Iteration 2F (127948.440000 sec): 3 clusters
  Score: Raw -636911.504838 + Penalty 2900.729461 = -634010.775377
  nChanged 476
		SP:Iteration 3F (127948.550000 sec): 3 clusters
  Score: Raw -637224.995655 + Penalty 2900.729461 = -634324.266195
  nChanged 440
		SP:Iteration 4F (127948.670000 sec): 3 clusters
  Score: Raw -637526.635502 + Penalty 2900.729461 = -634625.906041
  nChanged 442
		SP:Iteration 5F (127948.780000 sec): 3 clusters
  Score: Raw -637862.670269 + Penalty 2900.729461 = -634961.940809
  nChanged 465
		SP:Iteration 6F (127948.910000 sec): 3 clusters
  Score: Raw -638276.119616 + Penalty 2900.729461 = -635375.390156
  nChanged 471
		SP:Iteration 7F (127949.020000 sec): 3 clusters
  Score: Raw -638745.578319 + Penalty 2900.729461 = -635844.848858
  nChanged 445
		SP:Iteration 8F (127949.140000 sec): 3 clusters
  Score: Raw -639174.226374 + Penalty 2900.729461 = -636273.496914
  nChanged 358
		SP:Iteration 9Q (127949.270000 sec): 3 clusters
  Score: Raw -639492.036498 + Penalty 2900.729461 = -636591.307038
  nChanged 303
		SP:Iteration 10Q (127949.400000 sec): 3 clusters
  Score: Raw -639723.393806 + Penalty 2900.729461 = -636822.664345
  nChanged 212
		SP:Iteration 11Q (127949.520000 sec): 3 clusters
  Score: Raw -639842.453544 + Penalty 2900.729461 = -636941.724084
  nChanged 144
		SP:Iteration 12Q (127949.650000 sec): 3 clusters
  Score: Raw -639906.145091 + Penalty 2900.729461 = -637005.415630
  nChanged 86
		SP:Iteration 13Q (127949.780000 sec): 3 clusters
  Score: Raw -639937.024518 + Penalty 2900.729461 = -637036.295058
  nChanged 62
		SP:Iteration 14Q (127949.910000 sec): 3 clusters
  Score: Raw -639956.410401 + Penalty 2900.729461 = -637055.680941
  nChanged 55
		SP:Iteration 15Q (127950.030000 sec): 3 clusters
  Score: Raw -639974.599704 + Penalty 2900.729461 = -637073.870244
  nChanged 37
		SP:Iteration 16Q (127950.160000 sec): 3 clusters
  Score: Raw -639985.587660 + Penalty 2900.729461 = -637084.858199
  nChanged 35
		SP:Iteration 17Q (127950.290000 sec): 3 clusters
  Score: Raw -639994.170209 + Penalty 2900.729461 = -637093.440748
  nChanged 27
		SP:Iteration 18Q (127950.420000 sec): 3 clusters
  Score: Raw -640000.104791 + Penalty 2900.729461 = -637099.375330
  nChanged 21
		SP:Iteration 19Q (127950.550000 sec): 3 clusters
  Score: Raw -640004.113611 + Penalty 2900.729461 = -637103.384151
  nChanged 17
		SP:Iteration 20F (127950.670000 sec): 3 clusters
  Score: Raw -640007.479931 + Penalty 2900.729461 = -637106.750470
  nChanged 18
		SP:Iteration 21Q (127950.800000 sec): 3 clusters
  Score: Raw -640011.674213 + Penalty 2900.729461 = -637110.944752
  nChanged 20
		SP:Iteration 22Q (127950.930000 sec): 3 clusters
  Score: Raw -640015.347993 + Penalty 2900.729461 = -637114.618532
  nChanged 13
		SP:Iteration 23Q (127951.050000 sec): 3 clusters
  Score: Raw -640017.134259 + Penalty 2900.729461 = -637116.404799
  nChanged 8
		SP:Iteration 24Q (127951.180000 sec): 3 clusters
  Score: Raw -640018.850419 + Penalty 2900.729461 = -637118.120959
  nChanged 9
		SP:Iteration 25Q (127951.310000 sec): 3 clusters
  Score: Raw -640021.081413 + Penalty 2900.729461 = -637120.351952
  nChanged 10
		SP:Iteration 26Q (127951.430000 sec): 3 clusters
  Score: Raw -640022.943554 + Penalty 2900.729461 = -637122.214094
  nChanged 9
		SP:Iteration 27Q (127951.560000 sec): 3 clusters
  Score: Raw -640024.367328 + Penalty 2900.729461 = -637123.637867
  nChanged 13
		SP:Iteration 28Q (127951.690000 sec): 3 clusters
  Score: Raw -640026.878303 + Penalty 2900.729461 = -637126.148842
  nChanged 8
		SP:Iteration 29Q (127951.820000 sec): 3 clusters
  Score: Raw -640028.588330 + Penalty 2900.729461 = -637127.858869
  nChanged 9
		SP:Iteration 30Q (127951.970000 sec): 3 clusters
  Score: Raw -640030.379238 + Penalty 2900.729461 = -637129.649778
  nChanged 8
		SP:Iteration 31Q (127952.090000 sec): 3 clusters
  Score: Raw -640031.678206 + Penalty 2900.729461 = -637130.948745
  nChanged 9
		SP:Iteration 32Q (127952.200000 sec): 3 clusters
  Score: Raw -640032.590828 + Penalty 2900.729461 = -637131.861367
  nChanged 5
		SP:Iteration 33Q (127952.310000 sec): 3 clusters
  Score: Raw -640033.207995 + Penalty 2900.729461 = -637132.478535
  nChanged 3
		SP:Iteration 34Q (127952.420000 sec): 3 clusters
  Score: Raw -640033.438071 + Penalty 2900.729461 = -637132.708611
  nChanged 1
		SP:Iteration 35Q (127952.530000 sec): 3 clusters
  Score: Raw -640033.500633 + Penalty 2900.729461 = -637132.771173
  nChanged 1
		SP:Iteration 36Q (127952.640000 sec): 3 clusters
  Score: Raw -640033.682207 + Penalty 2900.729461 = -637132.952746
  nChanged 1
		SP:Iteration 37Q (127952.750000 sec): 3 clusters
  Score: Raw -640033.775478 + Penalty 2900.729461 = -637133.046018
  nChanged 0
		SP:Iteration 38F (127952.870000 sec): 3 clusters
  Score: Raw -640033.775478 + Penalty 2900.729461 = -637133.046018
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 9 (1768 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (127952.930000 sec): 2 clusters
  Score: Raw -158256.616231 + Penalty 1215.110690 = -157041.505542
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (127952.970000 sec): 3 clusters
  Score: Raw -157530.130830 + Penalty 2430.221379 = -155099.909451
  nChanged 586
		SP:Iteration 1F (127953.000000 sec): 3 clusters
  Score: Raw -157939.219295 + Penalty 2430.221379 = -155508.997916
  nChanged 134
		SP:Iteration 2F (127953.030000 sec): 3 clusters
  Score: Raw -158035.852377 + Penalty 2430.221379 = -155605.630998
  nChanged 70
		SP:Iteration 3Q (127953.070000 sec): 3 clusters
  Score: Raw -158085.010641 + Penalty 2430.221379 = -155654.789262
  nChanged 50
		SP:Iteration 4Q (127953.100000 sec): 3 clusters
  Score: Raw -158121.956101 + Penalty 2430.221379 = -155691.734722
  nChanged 43
		SP:Iteration 5Q (127953.130000 sec): 3 clusters
  Score: Raw -158151.998909 + Penalty 2430.221379 = -155721.777530
  nChanged 40
		SP:Iteration 6Q (127953.170000 sec): 3 clusters
  Score: Raw -158182.899606 + Penalty 2430.221379 = -155752.678227
  nChanged 39
		SP:Iteration 7Q (127953.200000 sec): 3 clusters
  Score: Raw -158212.637063 + Penalty 2430.221379 = -155782.415684
  nChanged 31
		SP:Iteration 8Q (127953.240000 sec): 3 clusters
  Score: Raw -158240.076642 + Penalty 2430.221379 = -155809.855263
  nChanged 30
		SP:Iteration 9Q (127953.270000 sec): 3 clusters
  Score: Raw -158260.685619 + Penalty 2430.221379 = -155830.464240
  nChanged 25
		SP:Iteration 10Q (127953.310000 sec): 3 clusters
  Score: Raw -158282.674352 + Penalty 2430.221379 = -155852.452973
  nChanged 28
		SP:Iteration 11Q (127953.340000 sec): 3 clusters
  Score: Raw -158314.652130 + Penalty 2430.221379 = -155884.430751
  nChanged 42
		SP:Iteration 12Q (127953.370000 sec): 3 clusters
  Score: Raw -158348.137406 + Penalty 2430.221379 = -155917.916027
  nChanged 44
		SP:Iteration 13Q (127953.410000 sec): 3 clusters
  Score: Raw -158386.654438 + Penalty 2430.221379 = -155956.433059
  nChanged 46
		SP:Iteration 14Q (127953.450000 sec): 3 clusters
  Score: Raw -158425.372508 + Penalty 2430.221379 = -155995.151129
  nChanged 50
		SP:Iteration 15Q (127953.480000 sec): 3 clusters
  Score: Raw -158468.713747 + Penalty 2430.221379 = -156038.492368
  nChanged 39
		SP:Iteration 16Q (127953.510000 sec): 3 clusters
  Score: Raw -158503.439817 + Penalty 2430.221379 = -156073.218438
  nChanged 40
		SP:Iteration 17Q (127953.550000 sec): 3 clusters
  Score: Raw -158538.999505 + Penalty 2430.221379 = -156108.778126
  nChanged 36
		SP:Iteration 18Q (127953.580000 sec): 3 clusters
  Score: Raw -158571.996936 + Penalty 2430.221379 = -156141.775557
  nChanged 33
		SP:Iteration 19Q (127953.610000 sec): 3 clusters
  Score: Raw -158602.101823 + Penalty 2430.221379 = -156171.880444
  nChanged 29
		SP:Iteration 20F (127953.650000 sec): 3 clusters
  Score: Raw -158624.965360 + Penalty 2430.221379 = -156194.743981
  nChanged 22
		SP:Iteration 21Q (127953.680000 sec): 3 clusters
  Score: Raw -158638.805946 + Penalty 2430.221379 = -156208.584567
  nChanged 18
		SP:Iteration 22Q (127953.710000 sec): 3 clusters
  Score: Raw -158650.494312 + Penalty 2430.221379 = -156220.272933
  nChanged 10
		SP:Iteration 23Q (127953.750000 sec): 3 clusters
  Score: Raw -158656.596464 + Penalty 2430.221379 = -156226.375085
  nChanged 13
		SP:Iteration 24Q (127953.780000 sec): 3 clusters
  Score: Raw -158663.091481 + Penalty 2430.221379 = -156232.870102
  nChanged 8
		SP:Iteration 25Q (127953.810000 sec): 3 clusters
  Score: Raw -158666.784152 + Penalty 2430.221379 = -156236.562773
  nChanged 7
		SP:Iteration 26Q (127953.850000 sec): 3 clusters
  Score: Raw -158668.904008 + Penalty 2430.221379 = -156238.682629
  nChanged 5
		SP:Iteration 27Q (127953.880000 sec): 3 clusters
  Score: Raw -158671.978428 + Penalty 2430.221379 = -156241.757049
  nChanged 7
		SP:Iteration 28Q (127953.910000 sec): 3 clusters
  Score: Raw -158674.082935 + Penalty 2430.221379 = -156243.861556
  nChanged 8
		SP:Iteration 29Q (127953.950000 sec): 3 clusters
  Score: Raw -158678.778056 + Penalty 2430.221379 = -156248.556677
  nChanged 10
		SP:Iteration 30Q (127953.980000 sec): 3 clusters
  Score: Raw -158681.965188 + Penalty 2430.221379 = -156251.743809
  nChanged 4
		SP:Iteration 31Q (127954.010000 sec): 3 clusters
  Score: Raw -158684.795066 + Penalty 2430.221379 = -156254.573687
  nChanged 2
		SP:Iteration 32Q (127954.050000 sec): 3 clusters
  Score: Raw -158686.194962 + Penalty 2430.221379 = -156255.973583
  nChanged 1
		SP:Iteration 33Q (127954.080000 sec): 3 clusters
  Score: Raw -158686.344376 + Penalty 2430.221379 = -156256.122997
  nChanged 0
		SP:Iteration 34F (127954.110000 sec): 3 clusters
  Score: Raw -158686.344376 + Penalty 2430.221379 = -156256.122997
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 10 (18454 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (127954.330000 sec): 2 clusters
  Score: Raw -1515392.251833 + Penalty 1596.243420 = -1513796.008414
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (127954.570000 sec): 3 clusters
  Score: Raw -1504345.177014 + Penalty 3192.486839 = -1501152.690175
  nChanged 8292
		SP:Iteration 1F (127954.790000 sec): 3 clusters
  Score: Raw -1509527.551873 + Penalty 3192.486839 = -1506335.065034
  nChanged 1418
		SP:Iteration 2F (127955.050000 sec): 3 clusters
  Score: Raw -1510627.308917 + Penalty 3192.486839 = -1507434.822078
  nChanged 1467
		SP:Iteration 3F (127955.290000 sec): 3 clusters
  Score: Raw -1511774.455331 + Penalty 3192.486839 = -1508581.968491
  nChanged 1375
		SP:Iteration 4F (127955.540000 sec): 3 clusters
  Score: Raw -1512738.106883 + Penalty 3192.486839 = -1509545.620044
  nChanged 1115
		SP:Iteration 5F (127955.770000 sec): 3 clusters
  Score: Raw -1513347.581345 + Penalty 3192.486839 = -1510155.094506
  nChanged 839
		SP:Iteration 6Q (127956.040000 sec): 3 clusters
  Score: Raw -1513714.677141 + Penalty 3192.486839 = -1510522.190302
  nChanged 638
		SP:Iteration 7Q (127956.290000 sec): 3 clusters
  Score: Raw -1513965.631888 + Penalty 3192.486839 = -1510773.145049
  nChanged 501
		SP:Iteration 8Q (127956.510000 sec): 3 clusters
  Score: Raw -1514136.916567 + Penalty 3192.486839 = -1510944.429728
  nChanged 385
		SP:Iteration 9Q (127956.750000 sec): 3 clusters
  Score: Raw -1514263.534550 + Penalty 3192.486839 = -1511071.047711
  nChanged 358
		SP:Iteration 10Q (127957.020000 sec): 3 clusters
  Score: Raw -1514376.166357 + Penalty 3192.486839 = -1511183.679517
  nChanged 314
		SP:Iteration 11Q (127957.300000 sec): 3 clusters
  Score: Raw -1514469.285021 + Penalty 3192.486839 = -1511276.798182
  nChanged 286
		SP:Iteration 12Q (127957.550000 sec): 3 clusters
  Score: Raw -1514553.050984 + Penalty 3192.486839 = -1511360.564145
  nChanged 266
		SP:Iteration 13Q (127957.810000 sec): 3 clusters
  Score: Raw -1514628.118415 + Penalty 3192.486839 = -1511435.631576
  nChanged 231
		SP:Iteration 14Q (127958.050000 sec): 3 clusters
  Score: Raw -1514696.443854 + Penalty 3192.486839 = -1511503.957015
  nChanged 221
		SP:Iteration 15Q (127958.280000 sec): 3 clusters
  Score: Raw -1514760.623094 + Penalty 3192.486839 = -1511568.136255
  nChanged 221
		SP:Iteration 16Q (127958.520000 sec): 3 clusters
  Score: Raw -1514821.957946 + Penalty 3192.486839 = -1511629.471107
  nChanged 204
		SP:Iteration 17Q (127958.780000 sec): 3 clusters
  Score: Raw -1514872.144767 + Penalty 3192.486839 = -1511679.657928
  nChanged 180
		SP:Iteration 18Q (127959.020000 sec): 3 clusters
  Score: Raw -1514908.854219 + Penalty 3192.486839 = -1511716.367379
  nChanged 155
		SP:Iteration 19Q (127959.240000 sec): 3 clusters
  Score: Raw -1514942.515914 + Penalty 3192.486839 = -1511750.029075
  nChanged 144
		SP:Iteration 20F (127959.470000 sec): 3 clusters
  Score: Raw -1514969.183706 + Penalty 3192.486839 = -1511776.696867
  nChanged 126
		SP:Iteration 21Q (127959.730000 sec): 3 clusters
  Score: Raw -1514990.255253 + Penalty 3192.486839 = -1511797.768414
  nChanged 117
		SP:Iteration 22Q (127959.970000 sec): 3 clusters
  Score: Raw -1515011.918093 + Penalty 3192.486839 = -1511819.431254
  nChanged 104
		SP:Iteration 23Q (127960.230000 sec): 3 clusters
  Score: Raw -1515031.058670 + Penalty 3192.486839 = -1511838.571831
  nChanged 97
		SP:Iteration 24Q (127960.470000 sec): 3 clusters
  Score: Raw -1515045.644421 + Penalty 3192.486839 = -1511853.157582
  nChanged 73
		SP:Iteration 25Q (127960.720000 sec): 3 clusters
  Score: Raw -1515056.860919 + Penalty 3192.486839 = -1511864.374079
  nChanged 74
		SP:Iteration 26Q (127961.000000 sec): 3 clusters
  Score: Raw -1515067.188776 + Penalty 3192.486839 = -1511874.701937
  nChanged 68
		SP:Iteration 27Q (127961.230000 sec): 3 clusters
  Score: Raw -1515076.387150 + Penalty 3192.486839 = -1511883.900311
  nChanged 64
		SP:Iteration 28Q (127961.480000 sec): 3 clusters
  Score: Raw -1515084.385319 + Penalty 3192.486839 = -1511891.898480
  nChanged 61
		SP:Iteration 29Q (127961.700000 sec): 3 clusters
  Score: Raw -1515091.621420 + Penalty 3192.486839 = -1511899.134581
  nChanged 52
		SP:Iteration 30Q (127961.970000 sec): 3 clusters
  Score: Raw -1515097.635790 + Penalty 3192.486839 = -1511905.148951
  nChanged 54
		SP:Iteration 31Q (127962.210000 sec): 3 clusters
  Score: Raw -1515105.649473 + Penalty 3192.486839 = -1511913.162634
  nChanged 53
		SP:Iteration 32Q (127962.470000 sec): 3 clusters
  Score: Raw -1515112.358123 + Penalty 3192.486839 = -1511919.871284
  nChanged 51
		SP:Iteration 33Q (127962.710000 sec): 3 clusters
  Score: Raw -1515119.495095 + Penalty 3192.486839 = -1511927.008256
  nChanged 52
		SP:Iteration 34Q (127962.960000 sec): 3 clusters
  Score: Raw -1515126.313421 + Penalty 3192.486839 = -1511933.826582
  nChanged 47
		SP:Iteration 35Q (127963.200000 sec): 3 clusters
  Score: Raw -1515131.294956 + Penalty 3192.486839 = -1511938.808117
  nChanged 42
		SP:Iteration 36Q (127963.460000 sec): 3 clusters
  Score: Raw -1515134.984944 + Penalty 3192.486839 = -1511942.498105
  nChanged 45
		SP:Iteration 37Q (127963.700000 sec): 3 clusters
  Score: Raw -1515139.958957 + Penalty 3192.486839 = -1511947.472118
  nChanged 49
		SP:Iteration 38Q (127963.950000 sec): 3 clusters
  Score: Raw -1515145.378068 + Penalty 3192.486839 = -1511952.891229
  nChanged 42
		SP:Iteration 39Q (127964.180000 sec): 3 clusters
  Score: Raw -1515150.485239 + Penalty 3192.486839 = -1511957.998399
  nChanged 35
		SP:Iteration 40F (127964.440000 sec): 3 clusters
  Score: Raw -1515154.780745 + Penalty 3192.486839 = -1511962.293905
  nChanged 41
		SP:Iteration 41Q (127964.720000 sec): 3 clusters
  Score: Raw -1515160.292406 + Penalty 3192.486839 = -1511967.805567
  nChanged 41
		SP:Iteration 42Q (127964.930000 sec): 3 clusters
  Score: Raw -1515164.360250 + Penalty 3192.486839 = -1511971.873411
  nChanged 39
		SP:Iteration 43Q (127965.210000 sec): 3 clusters
  Score: Raw -1515168.665080 + Penalty 3192.486839 = -1511976.178241
  nChanged 38
		SP:Iteration 44Q (127965.440000 sec): 3 clusters
  Score: Raw -1515173.234992 + Penalty 3192.486839 = -1511980.748153
  nChanged 39
		SP:Iteration 45Q (127965.700000 sec): 3 clusters
  Score: Raw -1515177.239270 + Penalty 3192.486839 = -1511984.752431
  nChanged 37
		SP:Iteration 46Q (127965.930000 sec): 3 clusters
  Score: Raw -1515181.289925 + Penalty 3192.486839 = -1511988.803086
  nChanged 45
		SP:Iteration 47Q (127966.190000 sec): 3 clusters
  Score: Raw -1515185.663735 + Penalty 3192.486839 = -1511993.176896
  nChanged 27
		SP:Iteration 48Q (127966.420000 sec): 3 clusters
  Score: Raw -1515188.035708 + Penalty 3192.486839 = -1511995.548869
  nChanged 37
		SP:Iteration 49Q (127966.680000 sec): 3 clusters
  Score: Raw -1515191.544503 + Penalty 3192.486839 = -1511999.057663
  nChanged 43
		SP:Iteration 50Q (127966.910000 sec): 3 clusters
  Score: Raw -1515195.893011 + Penalty 3192.486839 = -1512003.406172
  nChanged 37
		SP:Iteration 51Q (127967.170000 sec): 3 clusters
  Score: Raw -1515199.518418 + Penalty 3192.486839 = -1512007.031578
  nChanged 32
		SP:Iteration 52Q (127967.400000 sec): 3 clusters
  Score: Raw -1515203.184908 + Penalty 3192.486839 = -1512010.698069
  nChanged 39
		SP:Iteration 53Q (127967.660000 sec): 3 clusters
  Score: Raw -1515207.572619 + Penalty 3192.486839 = -1512015.085780
  nChanged 44
		SP:Iteration 54Q (127967.890000 sec): 3 clusters
  Score: Raw -1515212.757894 + Penalty 3192.486839 = -1512020.271054
  nChanged 38
		SP:Iteration 55Q (127968.150000 sec): 3 clusters
  Score: Raw -1515216.832274 + Penalty 3192.486839 = -1512024.345434
  nChanged 35
		SP:Iteration 56Q (127968.380000 sec): 3 clusters
  Score: Raw -1515221.355550 + Penalty 3192.486839 = -1512028.868711
  nChanged 26
		SP:Iteration 57Q (127968.640000 sec): 3 clusters
  Score: Raw -1515223.418546 + Penalty 3192.486839 = -1512030.931707
  nChanged 17
		SP:Iteration 58Q (127968.870000 sec): 3 clusters
  Score: Raw -1515224.670036 + Penalty 3192.486839 = -1512032.183197
  nChanged 22
		SP:Iteration 59Q (127969.120000 sec): 3 clusters
  Score: Raw -1515226.786434 + Penalty 3192.486839 = -1512034.299594
  nChanged 26
		SP:Iteration 60F (127969.360000 sec): 3 clusters
  Score: Raw -1515228.805919 + Penalty 3192.486839 = -1512036.319080
  nChanged 19
		SP:Iteration 61Q (127969.620000 sec): 3 clusters
  Score: Raw -1515230.704997 + Penalty 3192.486839 = -1512038.218158
  nChanged 23
		SP:Iteration 62Q (127969.850000 sec): 3 clusters
  Score: Raw -1515232.990861 + Penalty 3192.486839 = -1512040.504022
  nChanged 26
		SP:Iteration 63Q (127970.100000 sec): 3 clusters
  Score: Raw -1515235.565897 + Penalty 3192.486839 = -1512043.079058
  nChanged 23
		SP:Iteration 64Q (127970.340000 sec): 3 clusters
  Score: Raw -1515238.168117 + Penalty 3192.486839 = -1512045.681278
  nChanged 34
		SP:Iteration 65Q (127970.600000 sec): 3 clusters
  Score: Raw -1515242.271333 + Penalty 3192.486839 = -1512049.784494
  nChanged 41
		SP:Iteration 66Q (127970.830000 sec): 3 clusters
  Score: Raw -1515247.379120 + Penalty 3192.486839 = -1512054.892281
  nChanged 47
		SP:Iteration 67Q (127971.080000 sec): 3 clusters
  Score: Raw -1515254.163956 + Penalty 3192.486839 = -1512061.677117
  nChanged 49
		SP:Iteration 68Q (127971.320000 sec): 3 clusters
  Score: Raw -1515261.457224 + Penalty 3192.486839 = -1512068.970385
  nChanged 50
		SP:Iteration 69Q (127971.570000 sec): 3 clusters
  Score: Raw -1515269.967828 + Penalty 3192.486839 = -1512077.480989
  nChanged 70
		SP:Iteration 70Q (127971.800000 sec): 3 clusters
  Score: Raw -1515281.630343 + Penalty 3192.486839 = -1512089.143504
  nChanged 60
		SP:Iteration 71Q (127972.060000 sec): 3 clusters
  Score: Raw -1515291.246064 + Penalty 3192.486839 = -1512098.759224
  nChanged 56
		SP:Iteration 72Q (127972.290000 sec): 3 clusters
  Score: Raw -1515299.025402 + Penalty 3192.486839 = -1512106.538563
  nChanged 38
		SP:Iteration 73Q (127972.550000 sec): 3 clusters
  Score: Raw -1515304.140786 + Penalty 3192.486839 = -1512111.653947
  nChanged 42
		SP:Iteration 74Q (127972.780000 sec): 3 clusters
  Score: Raw -1515309.243396 + Penalty 3192.486839 = -1512116.756557
  nChanged 37
		SP:Iteration 75Q (127973.040000 sec): 3 clusters
  Score: Raw -1515313.893126 + Penalty 3192.486839 = -1512121.406287
  nChanged 36
		SP:Iteration 76Q (127973.250000 sec): 3 clusters
  Score: Raw -1515317.926737 + Penalty 3192.486839 = -1512125.439898
  nChanged 34
		SP:Iteration 77Q (127973.530000 sec): 3 clusters
  Score: Raw -1515321.535725 + Penalty 3192.486839 = -1512129.048885
  nChanged 28
		SP:Iteration 78Q (127973.760000 sec): 3 clusters
  Score: Raw -1515324.787298 + Penalty 3192.486839 = -1512132.300459
  nChanged 31
		SP:Iteration 79Q (127974.010000 sec): 3 clusters
  Score: Raw -1515328.537460 + Penalty 3192.486839 = -1512136.050621
  nChanged 26
		SP:Iteration 80F (127974.230000 sec): 3 clusters
  Score: Raw -1515331.315346 + Penalty 3192.486839 = -1512138.828507
  nChanged 31
		SP:Iteration 81Q (127974.500000 sec): 3 clusters
  Score: Raw -1515334.092739 + Penalty 3192.486839 = -1512141.605900
  nChanged 22
		SP:Iteration 82Q (127974.730000 sec): 3 clusters
  Score: Raw -1515336.009604 + Penalty 3192.486839 = -1512143.522765
  nChanged 25
		SP:Iteration 83Q (127974.990000 sec): 3 clusters
  Score: Raw -1515339.001422 + Penalty 3192.486839 = -1512146.514583
  nChanged 25
		SP:Iteration 84Q (127975.200000 sec): 3 clusters
  Score: Raw -1515342.018251 + Penalty 3192.486839 = -1512149.531412
  nChanged 35
		SP:Iteration 85Q (127975.480000 sec): 3 clusters
  Score: Raw -1515346.465076 + Penalty 3192.486839 = -1512153.978237
  nChanged 35
		SP:Iteration 86Q (127975.700000 sec): 3 clusters
  Score: Raw -1515351.331230 + Penalty 3192.486839 = -1512158.844391
  nChanged 55
		SP:Iteration 87Q (127975.960000 sec): 3 clusters
  Score: Raw -1515359.101405 + Penalty 3192.486839 = -1512166.614565
  nChanged 57
		SP:Iteration 88Q (127976.180000 sec): 3 clusters
  Score: Raw -1515368.036883 + Penalty 3192.486839 = -1512175.550044
  nChanged 56
		SP:Iteration 89Q (127976.450000 sec): 3 clusters
  Score: Raw -1515379.349968 + Penalty 3192.486839 = -1512186.863128
  nChanged 59
		SP:Iteration 90Q (127976.660000 sec): 3 clusters
  Score: Raw -1515388.736541 + Penalty 3192.486839 = -1512196.249702
  nChanged 56
		SP:Iteration 91Q (127976.940000 sec): 3 clusters
  Score: Raw -1515396.303467 + Penalty 3192.486839 = -1512203.816628
  nChanged 39
		SP:Iteration 92Q (127977.150000 sec): 3 clusters
  Score: Raw -1515403.164610 + Penalty 3192.486839 = -1512210.677771
  nChanged 53
		SP:Iteration 93Q (127977.420000 sec): 3 clusters
  Score: Raw -1515412.396866 + Penalty 3192.486839 = -1512219.910027
  nChanged 50
		SP:Iteration 94Q (127977.640000 sec): 3 clusters
  Score: Raw -1515420.903537 + Penalty 3192.486839 = -1512228.416698
  nChanged 54
		SP:Iteration 95Q (127977.910000 sec): 3 clusters
  Score: Raw -1515430.261224 + Penalty 3192.486839 = -1512237.774385
  nChanged 57
		SP:Iteration 96Q (127978.120000 sec): 3 clusters
  Score: Raw -1515441.977939 + Penalty 3192.486839 = -1512249.491100
  nChanged 69
		SP:Iteration 97Q (127978.400000 sec): 3 clusters
  Score: Raw -1515456.319400 + Penalty 3192.486839 = -1512263.832561
  nChanged 65
		SP:Iteration 98Q (127978.610000 sec): 3 clusters
  Score: Raw -1515468.187339 + Penalty 3192.486839 = -1512275.700500
  nChanged 54
		SP:Iteration 99Q (127978.880000 sec): 3 clusters
  Score: Raw -1515479.410037 + Penalty 3192.486839 = -1512286.923198
  nChanged 65
		SP:Iteration 100F (127979.100000 sec): 3 clusters
  Score: Raw -1515492.616500 + Penalty 3192.486839 = -1512300.129661
  nChanged 60
		SP:Iteration 101Q (127979.370000 sec): 3 clusters
  Score: Raw -1515505.464940 + Penalty 3192.486839 = -1512312.978101
  nChanged 58
		SP:Iteration 102Q (127979.580000 sec): 3 clusters
  Score: Raw -1515517.589444 + Penalty 3192.486839 = -1512325.102605
  nChanged 55
		SP:Iteration 103Q (127979.850000 sec): 3 clusters
  Score: Raw -1515528.280004 + Penalty 3192.486839 = -1512335.793165
  nChanged 50
		SP:Iteration 104Q (127980.070000 sec): 3 clusters
  Score: Raw -1515537.138078 + Penalty 3192.486839 = -1512344.651238
  nChanged 43
		SP:Iteration 105Q (127980.340000 sec): 3 clusters
  Score: Raw -1515545.601392 + Penalty 3192.486839 = -1512353.114553
  nChanged 41
		SP:Iteration 106Q (127980.550000 sec): 3 clusters
  Score: Raw -1515554.807522 + Penalty 3192.486839 = -1512362.320683
  nChanged 41
		SP:Iteration 107Q (127980.820000 sec): 3 clusters
  Score: Raw -1515563.177675 + Penalty 3192.486839 = -1512370.690836
  nChanged 57
		SP:Iteration 108Q (127981.030000 sec): 3 clusters
  Score: Raw -1515574.705642 + Penalty 3192.486839 = -1512382.218802
  nChanged 48
		SP:Iteration 109Q (127981.310000 sec): 3 clusters
  Score: Raw -1515583.519925 + Penalty 3192.486839 = -1512391.033086
  nChanged 38
		SP:Iteration 110Q (127981.520000 sec): 3 clusters
  Score: Raw -1515589.542807 + Penalty 3192.486839 = -1512397.055968
  nChanged 32
		SP:Iteration 111Q (127981.790000 sec): 3 clusters
  Score: Raw -1515594.351133 + Penalty 3192.486839 = -1512401.864294
  nChanged 30
		SP:Iteration 112Q (127982.000000 sec): 3 clusters
  Score: Raw -1515599.659730 + Penalty 3192.486839 = -1512407.172891
  nChanged 40
		SP:Iteration 113Q (127982.270000 sec): 3 clusters
  Score: Raw -1515606.947114 + Penalty 3192.486839 = -1512414.460274
  nChanged 35
		SP:Iteration 114Q (127982.490000 sec): 3 clusters
  Score: Raw -1515613.087622 + Penalty 3192.486839 = -1512420.600783
  nChanged 34
		SP:Iteration 115Q (127982.760000 sec): 3 clusters
  Score: Raw -1515619.065003 + Penalty 3192.486839 = -1512426.578164
  nChanged 28
		SP:Iteration 116Q (127982.970000 sec): 3 clusters
  Score: Raw -1515624.391665 + Penalty 3192.486839 = -1512431.904826
  nChanged 31
		SP:Iteration 117Q (127983.200000 sec): 3 clusters
  Score: Raw -1515629.820061 + Penalty 3192.486839 = -1512437.333222
  nChanged 33
		SP:Iteration 118Q (127983.450000 sec): 3 clusters
  Score: Raw -1515636.565813 + Penalty 3192.486839 = -1512444.078973
  nChanged 28
		SP:Iteration 119Q (127983.700000 sec): 3 clusters
  Score: Raw -1515640.500498 + Penalty 3192.486839 = -1512448.013659
  nChanged 20
		SP:Iteration 120F (127983.920000 sec): 3 clusters
  Score: Raw -1515643.342236 + Penalty 3192.486839 = -1512450.855397
  nChanged 21
		SP:Iteration 121Q (127984.130000 sec): 3 clusters
  Score: Raw -1515647.109895 + Penalty 3192.486839 = -1512454.623055
  nChanged 25
		SP:Iteration 122Q (127984.400000 sec): 3 clusters
  Score: Raw -1515652.224728 + Penalty 3192.486839 = -1512459.737889
  nChanged 30
		SP:Iteration 123Q (127984.610000 sec): 3 clusters
  Score: Raw -1515658.765596 + Penalty 3192.486839 = -1512466.278757
  nChanged 24
		SP:Iteration 124Q (127984.890000 sec): 3 clusters
  Score: Raw -1515662.490525 + Penalty 3192.486839 = -1512470.003686
  nChanged 21
		SP:Iteration 125Q (127985.100000 sec): 3 clusters
  Score: Raw -1515667.107270 + Penalty 3192.486839 = -1512474.620431
  nChanged 26
		SP:Iteration 126Q (127985.370000 sec): 3 clusters
  Score: Raw -1515671.842053 + Penalty 3192.486839 = -1512479.355213
  nChanged 28
		SP:Iteration 127Q (127985.580000 sec): 3 clusters
  Score: Raw -1515677.345531 + Penalty 3192.486839 = -1512484.858692
  nChanged 30
		SP:Iteration 128Q (127985.850000 sec): 3 clusters
  Score: Raw -1515683.992521 + Penalty 3192.486839 = -1512491.505682
  nChanged 33
		SP:Iteration 129Q (127986.070000 sec): 3 clusters
  Score: Raw -1515690.634990 + Penalty 3192.486839 = -1512498.148151
  nChanged 32
		SP:Iteration 130Q (127986.300000 sec): 3 clusters
  Score: Raw -1515696.365177 + Penalty 3192.486839 = -1512503.878338
  nChanged 33
		SP:Iteration 131Q (127986.550000 sec): 3 clusters
  Score: Raw -1515702.709305 + Penalty 3192.486839 = -1512510.222466
  nChanged 25
		SP:Iteration 132Q (127986.780000 sec): 3 clusters
  Score: Raw -1515707.644211 + Penalty 3192.486839 = -1512515.157372
  nChanged 26
		SP:Iteration 133Q (127987.030000 sec): 3 clusters
  Score: Raw -1515712.397945 + Penalty 3192.486839 = -1512519.911106
  nChanged 22
		SP:Iteration 134Q (127987.250000 sec): 3 clusters
  Score: Raw -1515717.115255 + Penalty 3192.486839 = -1512524.628416
  nChanged 31
		SP:Iteration 135Q (127987.510000 sec): 3 clusters
  Score: Raw -1515722.639378 + Penalty 3192.486839 = -1512530.152538
  nChanged 27
		SP:Iteration 136Q (127987.720000 sec): 3 clusters
  Score: Raw -1515728.436758 + Penalty 3192.486839 = -1512535.949918
  nChanged 28
		SP:Iteration 137Q (127987.950000 sec): 3 clusters
  Score: Raw -1515733.976413 + Penalty 3192.486839 = -1512541.489574
  nChanged 31
		SP:Iteration 138Q (127988.200000 sec): 3 clusters
  Score: Raw -1515741.534510 + Penalty 3192.486839 = -1512549.047671
  nChanged 32
		SP:Iteration 139Q (127988.430000 sec): 3 clusters
  Score: Raw -1515748.785226 + Penalty 3192.486839 = -1512556.298387
  nChanged 27
		SP:Iteration 140F (127988.690000 sec): 3 clusters
  Score: Raw -1515755.317053 + Penalty 3192.486839 = -1512562.830214
  nChanged 28
		SP:Iteration 141Q (127988.930000 sec): 3 clusters
  Score: Raw -1515760.912470 + Penalty 3192.486839 = -1512568.425631
  nChanged 26
		SP:Iteration 142Q (127989.170000 sec): 3 clusters
  Score: Raw -1515766.074802 + Penalty 3192.486839 = -1512573.587963
  nChanged 23
		SP:Iteration 143Q (127989.410000 sec): 3 clusters
  Score: Raw -1515770.621916 + Penalty 3192.486839 = -1512578.135077
  nChanged 19
		SP:Iteration 144Q (127989.650000 sec): 3 clusters
  Score: Raw -1515774.773747 + Penalty 3192.486839 = -1512582.286908
  nChanged 15
		SP:Iteration 145Q (127989.890000 sec): 3 clusters
  Score: Raw -1515778.267843 + Penalty 3192.486839 = -1512585.781004
  nChanged 21
		SP:Iteration 146Q (127990.100000 sec): 3 clusters
  Score: Raw -1515782.150318 + Penalty 3192.486839 = -1512589.663479
  nChanged 13
		SP:Iteration 147Q (127990.330000 sec): 3 clusters
  Score: Raw -1515784.160937 + Penalty 3192.486839 = -1512591.674098
  nChanged 11
		SP:Iteration 148Q (127990.580000 sec): 3 clusters
  Score: Raw -1515786.422772 + Penalty 3192.486839 = -1512593.935933
  nChanged 12
		SP:Iteration 149Q (127990.800000 sec): 3 clusters
  Score: Raw -1515789.659695 + Penalty 3192.486839 = -1512597.172856
  nChanged 14
		SP:Iteration 150Q (127991.070000 sec): 3 clusters
  Score: Raw -1515792.219259 + Penalty 3192.486839 = -1512599.732419
  nChanged 9
		SP:Iteration 151Q (127991.300000 sec): 3 clusters
  Score: Raw -1515793.961238 + Penalty 3192.486839 = -1512601.474398
  nChanged 12
		SP:Iteration 152Q (127991.610000 sec): 3 clusters
  Score: Raw -1515795.664842 + Penalty 3192.486839 = -1512603.178003
  nChanged 7
		SP:Iteration 153Q (127991.930000 sec): 3 clusters
  Score: Raw -1515796.871232 + Penalty 3192.486839 = -1512604.384393
  nChanged 11
		SP:Iteration 154Q (127992.140000 sec): 3 clusters
  Score: Raw -1515798.303958 + Penalty 3192.486839 = -1512605.817119
  nChanged 10
		SP:Iteration 155Q (127992.380000 sec): 3 clusters
  Score: Raw -1515799.994159 + Penalty 3192.486839 = -1512607.507320
  nChanged 8
		SP:Iteration 156Q (127992.630000 sec): 3 clusters
  Score: Raw -1515801.144185 + Penalty 3192.486839 = -1512608.657345
  nChanged 7
		SP:Iteration 157Q (127992.860000 sec): 3 clusters
  Score: Raw -1515802.016515 + Penalty 3192.486839 = -1512609.529676
  nChanged 5
		SP:Iteration 158Q (127993.120000 sec): 3 clusters
  Score: Raw -1515802.561280 + Penalty 3192.486839 = -1512610.074441
  nChanged 5
		SP:Iteration 159Q (127993.350000 sec): 3 clusters
  Score: Raw -1515803.161422 + Penalty 3192.486839 = -1512610.674583
  nChanged 4
		SP:Iteration 160F (127993.600000 sec): 3 clusters
  Score: Raw -1515804.069218 + Penalty 3192.486839 = -1512611.582379
  nChanged 5
		SP:Iteration 161Q (127993.840000 sec): 3 clusters
  Score: Raw -1515804.915205 + Penalty 3192.486839 = -1512612.428366
  nChanged 9
		SP:Iteration 162Q (127994.090000 sec): 3 clusters
  Score: Raw -1515806.762307 + Penalty 3192.486839 = -1512614.275468
  nChanged 8
		SP:Iteration 163Q (127994.310000 sec): 3 clusters
  Score: Raw -1515807.911723 + Penalty 3192.486839 = -1512615.424884
  nChanged 10
		SP:Iteration 164Q (127994.570000 sec): 3 clusters
  Score: Raw -1515809.658905 + Penalty 3192.486839 = -1512617.172066
  nChanged 9
		SP:Iteration 165Q (127994.780000 sec): 3 clusters
  Score: Raw -1515811.803900 + Penalty 3192.486839 = -1512619.317061
  nChanged 14
		SP:Iteration 166Q (127995.050000 sec): 3 clusters
  Score: Raw -1515814.597123 + Penalty 3192.486839 = -1512622.110284
  nChanged 14
		SP:Iteration 167Q (127995.270000 sec): 3 clusters
  Score: Raw -1515817.996558 + Penalty 3192.486839 = -1512625.509718
  nChanged 9
		SP:Iteration 168Q (127995.540000 sec): 3 clusters
  Score: Raw -1515819.602709 + Penalty 3192.486839 = -1512627.115870
  nChanged 7
		SP:Iteration 169Q (127995.750000 sec): 3 clusters
  Score: Raw -1515821.349767 + Penalty 3192.486839 = -1512628.862927
  nChanged 10
		SP:Iteration 170Q (127996.030000 sec): 3 clusters
  Score: Raw -1515823.321680 + Penalty 3192.486839 = -1512630.834841
  nChanged 9
		SP:Iteration 171Q (127996.240000 sec): 3 clusters
  Score: Raw -1515824.391858 + Penalty 3192.486839 = -1512631.905019
  nChanged 5
		SP:Iteration 172Q (127996.510000 sec): 3 clusters
  Score: Raw -1515824.953231 + Penalty 3192.486839 = -1512632.466392
  nChanged 3
		SP:Iteration 173Q (127996.720000 sec): 3 clusters
  Score: Raw -1515825.288943 + Penalty 3192.486839 = -1512632.802103
  nChanged 3
		SP:Iteration 174Q (127996.990000 sec): 3 clusters
  Score: Raw -1515825.862843 + Penalty 3192.486839 = -1512633.376004
  nChanged 5
		SP:Iteration 175Q (127997.210000 sec): 3 clusters
  Score: Raw -1515826.683875 + Penalty 3192.486839 = -1512634.197036
  nChanged 6
		SP:Iteration 176Q (127997.480000 sec): 3 clusters
  Score: Raw -1515828.302678 + Penalty 3192.486839 = -1512635.815839
  nChanged 6
		SP:Iteration 177Q (127997.690000 sec): 3 clusters
  Score: Raw -1515829.187445 + Penalty 3192.486839 = -1512636.700606
  nChanged 6
		SP:Iteration 178Q (127997.970000 sec): 3 clusters
  Score: Raw -1515830.681474 + Penalty 3192.486839 = -1512638.194635
  nChanged 3
		SP:Iteration 179Q (127998.180000 sec): 3 clusters
  Score: Raw -1515832.030849 + Penalty 3192.486839 = -1512639.544010
  nChanged 8
		SP:Iteration 180F (127998.460000 sec): 3 clusters
  Score: Raw -1515833.093808 + Penalty 3192.486839 = -1512640.606969
  nChanged 7
		SP:Iteration 181Q (127998.690000 sec): 3 clusters
  Score: Raw -1515834.554987 + Penalty 3192.486839 = -1512642.068148
  nChanged 8
		SP:Iteration 182Q (127998.950000 sec): 3 clusters
  Score: Raw -1515836.222358 + Penalty 3192.486839 = -1512643.735519
  nChanged 8
		SP:Iteration 183Q (127999.160000 sec): 3 clusters
  Score: Raw -1515837.915128 + Penalty 3192.486839 = -1512645.428289
  nChanged 10
		SP:Iteration 184Q (127999.430000 sec): 3 clusters
  Score: Raw -1515839.771861 + Penalty 3192.486839 = -1512647.285022
  nChanged 10
		SP:Iteration 185Q (127999.650000 sec): 3 clusters
  Score: Raw -1515841.216001 + Penalty 3192.486839 = -1512648.729162
  nChanged 7
		SP:Iteration 186Q (127999.910000 sec): 3 clusters
  Score: Raw -1515842.120596 + Penalty 3192.486839 = -1512649.633756
  nChanged 3
		SP:Iteration 187Q (128000.120000 sec): 3 clusters
  Score: Raw -1515842.442663 + Penalty 3192.486839 = -1512649.955824
  nChanged 4
		SP:Iteration 188Q (128000.360000 sec): 3 clusters
  Score: Raw -1515842.937893 + Penalty 3192.486839 = -1512650.451053
  nChanged 2
		SP:Iteration 189Q (128000.610000 sec): 3 clusters
  Score: Raw -1515843.299427 + Penalty 3192.486839 = -1512650.812588
  nChanged 1
		SP:Iteration 190Q (128000.840000 sec): 3 clusters
  Score: Raw -1515843.464050 + Penalty 3192.486839 = -1512650.977210
  nChanged 1
		SP:Iteration 191Q (128001.090000 sec): 3 clusters
  Score: Raw -1515843.724541 + Penalty 3192.486839 = -1512651.237702
  nChanged 4
		SP:Iteration 192Q (128001.330000 sec): 3 clusters
  Score: Raw -1515844.402090 + Penalty 3192.486839 = -1512651.915251
  nChanged 3
		SP:Iteration 193Q (128001.570000 sec): 3 clusters
  Score: Raw -1515844.877433 + Penalty 3192.486839 = -1512652.390594
  nChanged 5
		SP:Iteration 194Q (128001.810000 sec): 3 clusters
  Score: Raw -1515845.394748 + Penalty 3192.486839 = -1512652.907909
  nChanged 2
		SP:Iteration 195Q (128002.060000 sec): 3 clusters
  Score: Raw -1515845.575422 + Penalty 3192.486839 = -1512653.088583
  nChanged 0
		SP:Iteration 196F (128002.290000 sec): 3 clusters
  Score: Raw -1515845.575422 + Penalty 3192.486839 = -1512653.088583
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 11 (1641 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (128002.350000 sec): 2 clusters
  Score: Raw -138955.741026 + Penalty 1202.997427 = -137752.743599
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (128002.390000 sec): 3 clusters
  Score: Raw -138296.386839 + Penalty 2405.994855 = -135890.391985
  nChanged 569
		SP:Iteration 1F (128002.430000 sec): 3 clusters
  Score: Raw -138677.940025 + Penalty 2405.994855 = -136271.945171
  nChanged 113
		SP:Iteration 2F (128002.460000 sec): 3 clusters
  Score: Raw -138775.363368 + Penalty 2405.994855 = -136369.368513
  nChanged 81
		SP:Iteration 3Q (128002.500000 sec): 3 clusters
  Score: Raw -138854.835156 + Penalty 2405.994855 = -136448.840302
  nChanged 68
		SP:Iteration 4Q (128002.530000 sec): 3 clusters
  Score: Raw -138916.360494 + Penalty 2405.994855 = -136510.365640
  nChanged 52
		SP:Iteration 5Q (128002.560000 sec): 3 clusters
  Score: Raw -138971.323855 + Penalty 2405.994855 = -136565.329000
  nChanged 55
		SP:Iteration 6Q (128002.590000 sec): 3 clusters
  Score: Raw -139017.981079 + Penalty 2405.994855 = -136611.986225
  nChanged 49
		SP:Iteration 7Q (128002.620000 sec): 3 clusters
  Score: Raw -139060.334115 + Penalty 2405.994855 = -136654.339261
  nChanged 48
		SP:Iteration 8Q (128002.650000 sec): 3 clusters
  Score: Raw -139095.053121 + Penalty 2405.994855 = -136689.058266
  nChanged 41
		SP:Iteration 9Q (128002.690000 sec): 3 clusters
  Score: Raw -139132.989378 + Penalty 2405.994855 = -136726.994523
  nChanged 42
		SP:Iteration 10Q (128002.710000 sec): 3 clusters
  Score: Raw -139169.848099 + Penalty 2405.994855 = -136763.853245
  nChanged 35
		SP:Iteration 11Q (128002.750000 sec): 3 clusters
  Score: Raw -139209.710168 + Penalty 2405.994855 = -136803.715314
  nChanged 29
		SP:Iteration 12Q (128002.780000 sec): 3 clusters
  Score: Raw -139246.424899 + Penalty 2405.994855 = -136840.430045
  nChanged 27
		SP:Iteration 13Q (128002.810000 sec): 3 clusters
  Score: Raw -139277.200694 + Penalty 2405.994855 = -136871.205839
  nChanged 29
		SP:Iteration 14Q (128002.840000 sec): 3 clusters
  Score: Raw -139298.198584 + Penalty 2405.994855 = -136892.203729
  nChanged 16
		SP:Iteration 15Q (128002.870000 sec): 3 clusters
  Score: Raw -139310.861062 + Penalty 2405.994855 = -136904.866208
  nChanged 21
		SP:Iteration 16Q (128002.900000 sec): 3 clusters
  Score: Raw -139327.245329 + Penalty 2405.994855 = -136921.250474
  nChanged 31
		SP:Iteration 17Q (128002.930000 sec): 3 clusters
  Score: Raw -139353.040977 + Penalty 2405.994855 = -136947.046122
  nChanged 27
		SP:Iteration 18Q (128002.960000 sec): 3 clusters
  Score: Raw -139384.499535 + Penalty 2405.994855 = -136978.504681
  nChanged 32
		SP:Iteration 19Q (128002.990000 sec): 3 clusters
  Score: Raw -139420.181247 + Penalty 2405.994855 = -137014.186392
  nChanged 29
		SP:Iteration 20F (128003.030000 sec): 3 clusters
  Score: Raw -139448.563497 + Penalty 2405.994855 = -137042.568643
  nChanged 30
		SP:Iteration 21Q (128003.050000 sec): 3 clusters
  Score: Raw -139485.190998 + Penalty 2405.994855 = -137079.196143
  nChanged 43
		SP:Iteration 22Q (128003.090000 sec): 3 clusters
  Score: Raw -139542.370534 + Penalty 2405.994855 = -137136.375679
  nChanged 45
		SP:Iteration 23Q (128003.120000 sec): 3 clusters
  Score: Raw -139593.258639 + Penalty 2405.994855 = -137187.263784
  nChanged 31
		SP:Iteration 24Q (128003.150000 sec): 3 clusters
  Score: Raw -139625.658813 + Penalty 2405.994855 = -137219.663958
  nChanged 17
		SP:Iteration 25Q (128003.180000 sec): 3 clusters
  Score: Raw -139638.334255 + Penalty 2405.994855 = -137232.339400
  nChanged 5
		SP:Iteration 26Q (128003.210000 sec): 3 clusters
  Score: Raw -139642.244855 + Penalty 2405.994855 = -137236.250000
  nChanged 4
		SP:Iteration 27Q (128003.240000 sec): 3 clusters
  Score: Raw -139645.112265 + Penalty 2405.994855 = -137239.117410
  nChanged 4
		SP:Iteration 28Q (128003.270000 sec): 3 clusters
  Score: Raw -139649.289762 + Penalty 2405.994855 = -137243.294907
  nChanged 7
		SP:Iteration 29Q (128003.300000 sec): 3 clusters
  Score: Raw -139654.448527 + Penalty 2405.994855 = -137248.453672
  nChanged 5
		SP:Iteration 30Q (128003.330000 sec): 3 clusters
  Score: Raw -139656.954678 + Penalty 2405.994855 = -137250.959823
  nChanged 1
		SP:Iteration 31Q (128003.360000 sec): 3 clusters
  Score: Raw -139657.429185 + Penalty 2405.994855 = -137251.434331
  nChanged 1
		SP:Iteration 32Q (128003.390000 sec): 3 clusters
  Score: Raw -139657.998280 + Penalty 2405.994855 = -137252.003425
  nChanged 0
		SP:Iteration 33F (128003.420000 sec): 3 clusters
  Score: Raw -139657.998280 + Penalty 2405.994855 = -137252.003425
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 12 (10768 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (128003.570000 sec): 2 clusters
  Score: Raw -956139.243013 + Penalty 1508.704283 = -954630.538730
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (128003.750000 sec): 3 clusters
  Score: Raw -950064.922986 + Penalty 3017.408567 = -947047.514419
  nChanged 4663
		SP:Iteration 1F (128003.890000 sec): 3 clusters
  Score: Raw -952701.177568 + Penalty 3017.408567 = -949683.769001
  nChanged 742
		SP:Iteration 2F (128004.070000 sec): 3 clusters
  Score: Raw -953119.118612 + Penalty 3017.408567 = -950101.710045
  nChanged 750
		SP:Iteration 3F (128004.230000 sec): 3 clusters
  Score: Raw -953629.571285 + Penalty 3017.408567 = -950612.162718
  nChanged 811
		SP:Iteration 4F (128004.390000 sec): 3 clusters
  Score: Raw -954286.920033 + Penalty 3017.408567 = -951269.511466
  nChanged 797
		SP:Iteration 5F (128004.580000 sec): 3 clusters
  Score: Raw -954945.777351 + Penalty 3017.408567 = -951928.368784
  nChanged 615
		SP:Iteration 6F (128004.730000 sec): 3 clusters
  Score: Raw -955400.542128 + Penalty 3017.408567 = -952383.133561
  nChanged 435
		SP:Iteration 7Q (128004.910000 sec): 3 clusters
  Score: Raw -955679.163012 + Penalty 3017.408567 = -952661.754445
  nChanged 307
		SP:Iteration 8Q (128005.070000 sec): 3 clusters
  Score: Raw -955859.734784 + Penalty 3017.408567 = -952842.326218
  nChanged 211
		SP:Iteration 9Q (128005.250000 sec): 3 clusters
  Score: Raw -955960.852846 + Penalty 3017.408567 = -952943.444279
  nChanged 137
		SP:Iteration 10Q (128005.410000 sec): 3 clusters
  Score: Raw -956026.580584 + Penalty 3017.408567 = -953009.172018
  nChanged 120
		SP:Iteration 11Q (128005.590000 sec): 3 clusters
  Score: Raw -956093.243769 + Penalty 3017.408567 = -953075.835202
  nChanged 118
		SP:Iteration 12Q (128005.760000 sec): 3 clusters
  Score: Raw -956164.505690 + Penalty 3017.408567 = -953147.097124
  nChanged 103
		SP:Iteration 13Q (128005.920000 sec): 3 clusters
  Score: Raw -956222.186800 + Penalty 3017.408567 = -953204.778233
  nChanged 71
		SP:Iteration 14Q (128006.100000 sec): 3 clusters
  Score: Raw -956258.284102 + Penalty 3017.408567 = -953240.875535
  nChanged 49
		SP:Iteration 15Q (128006.260000 sec): 3 clusters
  Score: Raw -956284.376046 + Penalty 3017.408567 = -953266.967480
  nChanged 49
		SP:Iteration 16Q (128006.440000 sec): 3 clusters
  Score: Raw -956309.603855 + Penalty 3017.408567 = -953292.195288
  nChanged 37
		SP:Iteration 17Q (128006.590000 sec): 3 clusters
  Score: Raw -956327.108463 + Penalty 3017.408567 = -953309.699896
  nChanged 25
		SP:Iteration 18Q (128006.760000 sec): 3 clusters
  Score: Raw -956338.920339 + Penalty 3017.408567 = -953321.511772
  nChanged 22
		SP:Iteration 19Q (128006.920000 sec): 3 clusters
  Score: Raw -956353.328533 + Penalty 3017.408567 = -953335.919966
  nChanged 26
		SP:Iteration 20F (128007.080000 sec): 3 clusters
  Score: Raw -956366.897405 + Penalty 3017.408567 = -953349.488838
  nChanged 20
		SP:Iteration 21Q (128007.280000 sec): 3 clusters
  Score: Raw -956374.843104 + Penalty 3017.408567 = -953357.434537
  nChanged 9
		SP:Iteration 22Q (128007.420000 sec): 3 clusters
  Score: Raw -956377.397248 + Penalty 3017.408567 = -953359.988681
  nChanged 8
		SP:Iteration 23Q (128007.600000 sec): 3 clusters
  Score: Raw -956379.715027 + Penalty 3017.408567 = -953362.306461
  nChanged 4
		SP:Iteration 24Q (128007.750000 sec): 3 clusters
  Score: Raw -956381.144676 + Penalty 3017.408567 = -953363.736109
  nChanged 3
		SP:Iteration 25Q (128007.920000 sec): 3 clusters
  Score: Raw -956382.696082 + Penalty 3017.408567 = -953365.287515
  nChanged 3
		SP:Iteration 26Q (128008.080000 sec): 3 clusters
  Score: Raw -956383.293476 + Penalty 3017.408567 = -953365.884909
  nChanged 2
		SP:Iteration 27Q (128008.240000 sec): 3 clusters
  Score: Raw -956384.726995 + Penalty 3017.408567 = -953367.318428
  nChanged 4
		SP:Iteration 28Q (128008.420000 sec): 3 clusters
  Score: Raw -956386.957381 + Penalty 3017.408567 = -953369.548814
  nChanged 5
		SP:Iteration 29Q (128008.570000 sec): 3 clusters
  Score: Raw -956388.277359 + Penalty 3017.408567 = -953370.868792
  nChanged 4
		SP:Iteration 30Q (128008.740000 sec): 3 clusters
  Score: Raw -956389.516228 + Penalty 3017.408567 = -953372.107661
  nChanged 5
		SP:Iteration 31Q (128008.900000 sec): 3 clusters
  Score: Raw -956391.096223 + Penalty 3017.408567 = -953373.687657
  nChanged 1
		SP:Iteration 32Q (128009.060000 sec): 3 clusters
  Score: Raw -956391.269956 + Penalty 3017.408567 = -953373.861389
  nChanged 0
		SP:Iteration 33F (128009.250000 sec): 3 clusters
  Score: Raw -956391.269956 + Penalty 3017.408567 = -953373.861389
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 13 (5403 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (128009.340000 sec): 2 clusters
  Score: Raw -514506.715951 + Penalty 1396.640315 = -513110.075636
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (128009.450000 sec): 3 clusters
  Score: Raw -511601.900651 + Penalty 2793.280631 = -508808.620020
  nChanged 2227
		SP:Iteration 1F (128009.550000 sec): 3 clusters
  Score: Raw -512865.458767 + Penalty 2793.280631 = -510072.178136
  nChanged 355
		SP:Iteration 2F (128009.640000 sec): 3 clusters
  Score: Raw -513061.483533 + Penalty 2793.280631 = -510268.202902
  nChanged 289
		SP:Iteration 3F (128009.740000 sec): 3 clusters
  Score: Raw -513196.694500 + Penalty 2793.280631 = -510403.413869
  nChanged 214
		SP:Iteration 4Q (128009.840000 sec): 3 clusters
  Score: Raw -513323.635057 + Penalty 2793.280631 = -510530.354426
  nChanged 205
		SP:Iteration 5Q (128009.940000 sec): 3 clusters
  Score: Raw -513494.259234 + Penalty 2793.280631 = -510700.978603
  nChanged 222
		SP:Iteration 6Q (128010.040000 sec): 3 clusters
  Score: Raw -513678.524891 + Penalty 2793.280631 = -510885.244260
  nChanged 243
		SP:Iteration 7Q (128010.140000 sec): 3 clusters
  Score: Raw -513845.174870 + Penalty 2793.280631 = -511051.894239
  nChanged 218
		SP:Iteration 8Q (128010.240000 sec): 3 clusters
  Score: Raw -513969.480954 + Penalty 2793.280631 = -511176.200323
  nChanged 169
		SP:Iteration 9Q (128010.340000 sec): 3 clusters
  Score: Raw -514046.469808 + Penalty 2793.280631 = -511253.189177
  nChanged 141
		SP:Iteration 10Q (128010.440000 sec): 3 clusters
  Score: Raw -514104.474425 + Penalty 2793.280631 = -511311.193794
  nChanged 110
		SP:Iteration 11Q (128010.530000 sec): 3 clusters
  Score: Raw -514153.068448 + Penalty 2793.280631 = -511359.787817
  nChanged 121
		SP:Iteration 12Q (128010.630000 sec): 3 clusters
  Score: Raw -514202.636059 + Penalty 2793.280631 = -511409.355428
  nChanged 94
		SP:Iteration 13Q (128010.730000 sec): 3 clusters
  Score: Raw -514239.907492 + Penalty 2793.280631 = -511446.626861
  nChanged 100
		SP:Iteration 14Q (128010.820000 sec): 3 clusters
  Score: Raw -514274.150366 + Penalty 2793.280631 = -511480.869735
  nChanged 69
		SP:Iteration 15Q (128010.920000 sec): 3 clusters
  Score: Raw -514296.610069 + Penalty 2793.280631 = -511503.329438
  nChanged 58
		SP:Iteration 16Q (128011.020000 sec): 3 clusters
  Score: Raw -514313.832440 + Penalty 2793.280631 = -511520.551809
  nChanged 47
		SP:Iteration 17Q (128011.120000 sec): 3 clusters
  Score: Raw -514327.509008 + Penalty 2793.280631 = -511534.228377
  nChanged 46
		SP:Iteration 18Q (128011.220000 sec): 3 clusters
  Score: Raw -514338.943931 + Penalty 2793.280631 = -511545.663300
  nChanged 27
		SP:Iteration 19Q (128011.310000 sec): 3 clusters
  Score: Raw -514345.535759 + Penalty 2793.280631 = -511552.255128
  nChanged 35
		SP:Iteration 20F (128011.410000 sec): 3 clusters
  Score: Raw -514353.475566 + Penalty 2793.280631 = -511560.194935
  nChanged 29
		SP:Iteration 21Q (128011.510000 sec): 3 clusters
  Score: Raw -514362.169494 + Penalty 2793.280631 = -511568.888863
  nChanged 33
		SP:Iteration 22Q (128011.600000 sec): 3 clusters
  Score: Raw -514373.127028 + Penalty 2793.280631 = -511579.846397
  nChanged 36
		SP:Iteration 23Q (128011.700000 sec): 3 clusters
  Score: Raw -514382.064364 + Penalty 2793.280631 = -511588.783733
  nChanged 29
		SP:Iteration 24Q (128011.800000 sec): 3 clusters
  Score: Raw -514390.544119 + Penalty 2793.280631 = -511597.263488
  nChanged 35
		SP:Iteration 25Q (128011.900000 sec): 3 clusters
  Score: Raw -514397.809308 + Penalty 2793.280631 = -511604.528677
  nChanged 25
		SP:Iteration 26Q (128012.000000 sec): 3 clusters
  Score: Raw -514403.429022 + Penalty 2793.280631 = -511610.148391
  nChanged 26
		SP:Iteration 27Q (128012.090000 sec): 3 clusters
  Score: Raw -514409.869927 + Penalty 2793.280631 = -511616.589296
  nChanged 25
		SP:Iteration 28Q (128012.190000 sec): 3 clusters
  Score: Raw -514416.614470 + Penalty 2793.280631 = -511623.333839
  nChanged 27
		SP:Iteration 29Q (128012.290000 sec): 3 clusters
  Score: Raw -514425.321481 + Penalty 2793.280631 = -511632.040850
  nChanged 34
		SP:Iteration 30Q (128012.380000 sec): 3 clusters
  Score: Raw -514434.511890 + Penalty 2793.280631 = -511641.231259
  nChanged 27
		SP:Iteration 31Q (128012.480000 sec): 3 clusters
  Score: Raw -514441.126784 + Penalty 2793.280631 = -511647.846153
  nChanged 26
		SP:Iteration 32Q (128012.580000 sec): 3 clusters
  Score: Raw -514448.431159 + Penalty 2793.280631 = -511655.150528
  nChanged 31
		SP:Iteration 33Q (128012.680000 sec): 3 clusters
  Score: Raw -514457.744498 + Penalty 2793.280631 = -511664.463867
  nChanged 34
		SP:Iteration 34Q (128012.780000 sec): 3 clusters
  Score: Raw -514468.075608 + Penalty 2793.280631 = -511674.794977
  nChanged 35
		SP:Iteration 35Q (128012.870000 sec): 3 clusters
  Score: Raw -514477.434341 + Penalty 2793.280631 = -511684.153710
  nChanged 27
		SP:Iteration 36Q (128012.970000 sec): 3 clusters
  Score: Raw -514486.936542 + Penalty 2793.280631 = -511693.655911
  nChanged 44
		SP:Iteration 37Q (128013.070000 sec): 3 clusters
  Score: Raw -514502.505942 + Penalty 2793.280631 = -511709.225311
  nChanged 45
		SP:Iteration 38Q (128013.160000 sec): 3 clusters
  Score: Raw -514515.539507 + Penalty 2793.280631 = -511722.258876
  nChanged 38
		SP:Iteration 39Q (128013.260000 sec): 3 clusters
  Score: Raw -514525.335951 + Penalty 2793.280631 = -511732.055320
  nChanged 38
		SP:Iteration 40F (128013.360000 sec): 3 clusters
  Score: Raw -514537.411865 + Penalty 2793.280631 = -511744.131234
  nChanged 35
		SP:Iteration 41Q (128013.460000 sec): 3 clusters
  Score: Raw -514546.629110 + Penalty 2793.280631 = -511753.348479
  nChanged 21
		SP:Iteration 42Q (128013.550000 sec): 3 clusters
  Score: Raw -514552.434090 + Penalty 2793.280631 = -511759.153459
  nChanged 28
		SP:Iteration 43Q (128013.650000 sec): 3 clusters
  Score: Raw -514561.877268 + Penalty 2793.280631 = -511768.596637
  nChanged 31
		SP:Iteration 44Q (128013.740000 sec): 3 clusters
  Score: Raw -514569.369818 + Penalty 2793.280631 = -511776.089187
  nChanged 25
		SP:Iteration 45Q (128013.840000 sec): 3 clusters
  Score: Raw -514575.134809 + Penalty 2793.280631 = -511781.854178
  nChanged 22
		SP:Iteration 46Q (128013.940000 sec): 3 clusters
  Score: Raw -514581.205398 + Penalty 2793.280631 = -511787.924767
  nChanged 19
		SP:Iteration 47Q (128014.040000 sec): 3 clusters
  Score: Raw -514584.919561 + Penalty 2793.280631 = -511791.638930
  nChanged 11
		SP:Iteration 48Q (128014.130000 sec): 3 clusters
  Score: Raw -514587.355861 + Penalty 2793.280631 = -511794.075230
  nChanged 12
		SP:Iteration 49Q (128014.230000 sec): 3 clusters
  Score: Raw -514590.237270 + Penalty 2793.280631 = -511796.956639
  nChanged 14
		SP:Iteration 50Q (128014.320000 sec): 3 clusters
  Score: Raw -514593.970763 + Penalty 2793.280631 = -511800.690132
  nChanged 17
		SP:Iteration 51Q (128014.420000 sec): 3 clusters
  Score: Raw -514596.973536 + Penalty 2793.280631 = -511803.692905
  nChanged 12
		SP:Iteration 52Q (128014.520000 sec): 3 clusters
  Score: Raw -514598.899910 + Penalty 2793.280631 = -511805.619279
  nChanged 11
		SP:Iteration 53Q (128014.620000 sec): 3 clusters
  Score: Raw -514600.998186 + Penalty 2793.280631 = -511807.717555
  nChanged 10
		SP:Iteration 54Q (128014.710000 sec): 3 clusters
  Score: Raw -514603.151734 + Penalty 2793.280631 = -511809.871103
  nChanged 11
		SP:Iteration 55Q (128014.810000 sec): 3 clusters
  Score: Raw -514605.715592 + Penalty 2793.280631 = -511812.434961
  nChanged 9
		SP:Iteration 56Q (128014.900000 sec): 3 clusters
  Score: Raw -514607.959202 + Penalty 2793.280631 = -511814.678571
  nChanged 11
		SP:Iteration 57Q (128015.000000 sec): 3 clusters
  Score: Raw -514609.713332 + Penalty 2793.280631 = -511816.432701
  nChanged 15
		SP:Iteration 58Q (128015.100000 sec): 3 clusters
  Score: Raw -514612.717770 + Penalty 2793.280631 = -511819.437139
  nChanged 12
		SP:Iteration 59Q (128015.200000 sec): 3 clusters
  Score: Raw -514615.397322 + Penalty 2793.280631 = -511822.116691
  nChanged 15
		SP:Iteration 60F (128015.290000 sec): 3 clusters
  Score: Raw -514618.935014 + Penalty 2793.280631 = -511825.654383
  nChanged 19
		SP:Iteration 61Q (128015.390000 sec): 3 clusters
  Score: Raw -514624.769043 + Penalty 2793.280631 = -511831.488412
  nChanged 17
		SP:Iteration 62Q (128015.480000 sec): 3 clusters
  Score: Raw -514630.228914 + Penalty 2793.280631 = -511836.948283
  nChanged 19
		SP:Iteration 63Q (128015.580000 sec): 3 clusters
  Score: Raw -514636.197834 + Penalty 2793.280631 = -511842.917203
  nChanged 24
		SP:Iteration 64Q (128015.680000 sec): 3 clusters
  Score: Raw -514643.141326 + Penalty 2793.280631 = -511849.860695
  nChanged 27
		SP:Iteration 65Q (128015.780000 sec): 3 clusters
  Score: Raw -514650.544237 + Penalty 2793.280631 = -511857.263606
  nChanged 28
		SP:Iteration 66Q (128015.870000 sec): 3 clusters
  Score: Raw -514657.083189 + Penalty 2793.280631 = -511863.802558
  nChanged 25
		SP:Iteration 67Q (128015.970000 sec): 3 clusters
  Score: Raw -514663.379728 + Penalty 2793.280631 = -511870.099097
  nChanged 17
		SP:Iteration 68Q (128016.060000 sec): 3 clusters
  Score: Raw -514666.995023 + Penalty 2793.280631 = -511873.714392
  nChanged 14
		SP:Iteration 69Q (128016.160000 sec): 3 clusters
  Score: Raw -514670.419657 + Penalty 2793.280631 = -511877.139026
  nChanged 14
		SP:Iteration 70Q (128016.260000 sec): 3 clusters
  Score: Raw -514674.768378 + Penalty 2793.280631 = -511881.487747
  nChanged 14
		SP:Iteration 71Q (128016.360000 sec): 3 clusters
  Score: Raw -514678.687557 + Penalty 2793.280631 = -511885.406926
  nChanged 13
		SP:Iteration 72Q (128016.450000 sec): 3 clusters
  Score: Raw -514681.427000 + Penalty 2793.280631 = -511888.146369
  nChanged 22
		SP:Iteration 73Q (128016.550000 sec): 3 clusters
  Score: Raw -514687.496706 + Penalty 2793.280631 = -511894.216075
  nChanged 18
		SP:Iteration 74Q (128016.640000 sec): 3 clusters
  Score: Raw -514693.244355 + Penalty 2793.280631 = -511899.963724
  nChanged 23
		SP:Iteration 75Q (128016.740000 sec): 3 clusters
  Score: Raw -514699.590565 + Penalty 2793.280631 = -511906.309934
  nChanged 23
		SP:Iteration 76Q (128016.840000 sec): 3 clusters
  Score: Raw -514706.970367 + Penalty 2793.280631 = -511913.689736
  nChanged 31
		SP:Iteration 77Q (128016.930000 sec): 3 clusters
  Score: Raw -514720.184165 + Penalty 2793.280631 = -511926.903534
  nChanged 29
		SP:Iteration 78Q (128017.030000 sec): 3 clusters
  Score: Raw -514731.952413 + Penalty 2793.280631 = -511938.671782
  nChanged 32
		SP:Iteration 79Q (128017.120000 sec): 3 clusters
  Score: Raw -514745.880725 + Penalty 2793.280631 = -511952.600094
  nChanged 35
		SP:Iteration 80F (128017.220000 sec): 3 clusters
  Score: Raw -514762.245039 + Penalty 2793.280631 = -511968.964408
  nChanged 42
		SP:Iteration 81Q (128017.320000 sec): 3 clusters
  Score: Raw -514778.852848 + Penalty 2793.280631 = -511985.572217
  nChanged 34
		SP:Iteration 82Q (128017.410000 sec): 3 clusters
  Score: Raw -514788.488558 + Penalty 2793.280631 = -511995.207927
  nChanged 27
		SP:Iteration 83Q (128017.510000 sec): 3 clusters
  Score: Raw -514798.890398 + Penalty 2793.280631 = -512005.609767
  nChanged 32
		SP:Iteration 84Q (128017.600000 sec): 3 clusters
  Score: Raw -514809.790100 + Penalty 2793.280631 = -512016.509469
  nChanged 30
		SP:Iteration 85Q (128017.700000 sec): 3 clusters
  Score: Raw -514818.418640 + Penalty 2793.280631 = -512025.138009
  nChanged 24
		SP:Iteration 86Q (128017.800000 sec): 3 clusters
  Score: Raw -514825.991955 + Penalty 2793.280631 = -512032.711324
  nChanged 21
		SP:Iteration 87Q (128017.890000 sec): 3 clusters
  Score: Raw -514832.036766 + Penalty 2793.280631 = -512038.756135
  nChanged 23
		SP:Iteration 88Q (128017.990000 sec): 3 clusters
  Score: Raw -514839.604009 + Penalty 2793.280631 = -512046.323378
  nChanged 24
		SP:Iteration 89Q (128018.080000 sec): 3 clusters
  Score: Raw -514845.344904 + Penalty 2793.280631 = -512052.064273
  nChanged 19
		SP:Iteration 90Q (128018.180000 sec): 3 clusters
  Score: Raw -514851.459378 + Penalty 2793.280631 = -512058.178747
  nChanged 19
		SP:Iteration 91Q (128018.280000 sec): 3 clusters
  Score: Raw -514856.498061 + Penalty 2793.280631 = -512063.217430
  nChanged 13
		SP:Iteration 92Q (128018.370000 sec): 3 clusters
  Score: Raw -514861.319579 + Penalty 2793.280631 = -512068.038948
  nChanged 16
		SP:Iteration 93Q (128018.470000 sec): 3 clusters
  Score: Raw -514866.611203 + Penalty 2793.280631 = -512073.330572
  nChanged 14
		SP:Iteration 94Q (128018.560000 sec): 3 clusters
  Score: Raw -514869.767914 + Penalty 2793.280631 = -512076.487283
  nChanged 12
		SP:Iteration 95Q (128018.660000 sec): 3 clusters
  Score: Raw -514872.304179 + Penalty 2793.280631 = -512079.023548
  nChanged 6
		SP:Iteration 96Q (128018.750000 sec): 3 clusters
  Score: Raw -514873.113050 + Penalty 2793.280631 = -512079.832419
  nChanged 1
		SP:Iteration 97Q (128018.850000 sec): 3 clusters
  Score: Raw -514873.206399 + Penalty 2793.280631 = -512079.925768
  nChanged 2
		SP:Iteration 98Q (128018.940000 sec): 3 clusters
  Score: Raw -514873.569587 + Penalty 2793.280631 = -512080.288956
  nChanged 1
		SP:Iteration 99Q (128019.040000 sec): 3 clusters
  Score: Raw -514873.727037 + Penalty 2793.280631 = -512080.446406
  nChanged 3
		SP:Iteration 100F (128019.140000 sec): 3 clusters
  Score: Raw -514874.552964 + Penalty 2793.280631 = -512081.272333
  nChanged 4
		SP:Iteration 101Q (128019.230000 sec): 3 clusters
  Score: Raw -514875.710307 + Penalty 2793.280631 = -512082.429676
  nChanged 3
		SP:Iteration 102Q (128019.330000 sec): 3 clusters
  Score: Raw -514876.003290 + Penalty 2793.280631 = -512082.722659
  nChanged 2
		SP:Iteration 103Q (128019.420000 sec): 3 clusters
  Score: Raw -514876.289076 + Penalty 2793.280631 = -512083.008445
  nChanged 3
		SP:Iteration 104Q (128019.520000 sec): 3 clusters
  Score: Raw -514876.772099 + Penalty 2793.280631 = -512083.491468
  nChanged 2
		SP:Iteration 105Q (128019.620000 sec): 3 clusters
  Score: Raw -514877.053206 + Penalty 2793.280631 = -512083.772575
  nChanged 2
		SP:Iteration 106Q (128019.710000 sec): 3 clusters
  Score: Raw -514877.421502 + Penalty 2793.280631 = -512084.140871
  nChanged 3
		SP:Iteration 107Q (128019.810000 sec): 3 clusters
  Score: Raw -514877.869456 + Penalty 2793.280631 = -512084.588825
  nChanged 2
		SP:Iteration 108Q (128019.900000 sec): 3 clusters
  Score: Raw -514878.154470 + Penalty 2793.280631 = -512084.873839
  nChanged 2
		SP:Iteration 109Q (128020.000000 sec): 3 clusters
  Score: Raw -514878.414688 + Penalty 2793.280631 = -512085.134057
  nChanged 0
		SP:Iteration 110F (128020.100000 sec): 3 clusters
  Score: Raw -514878.414688 + Penalty 2793.280631 = -512085.134057
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 14 (2109 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (128020.160000 sec): 2 clusters
  Score: Raw -175381.676940 + Penalty 1243.769992 = -174137.906948
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (128020.200000 sec): 3 clusters
  Score: Raw -174477.503288 + Penalty 2487.539984 = -171989.963305
  nChanged 739
		SP:Iteration 1F (128020.240000 sec): 3 clusters
  Score: Raw -174976.130283 + Penalty 2487.539984 = -172488.590300
  nChanged 169
		SP:Iteration 2F (128020.280000 sec): 3 clusters
  Score: Raw -175093.269252 + Penalty 2487.539984 = -172605.729268
  nChanged 112
		SP:Iteration 3F (128020.320000 sec): 3 clusters
  Score: Raw -175182.769213 + Penalty 2487.539984 = -172695.229230
  nChanged 93
		SP:Iteration 4Q (128020.370000 sec): 3 clusters
  Score: Raw -175245.570318 + Penalty 2487.539984 = -172758.030335
  nChanged 59
		SP:Iteration 5Q (128020.410000 sec): 3 clusters
  Score: Raw -175285.813170 + Penalty 2487.539984 = -172798.273186
  nChanged 49
		SP:Iteration 6Q (128020.450000 sec): 3 clusters
  Score: Raw -175317.874265 + Penalty 2487.539984 = -172830.334282
  nChanged 50
		SP:Iteration 7Q (128020.490000 sec): 3 clusters
  Score: Raw -175348.154234 + Penalty 2487.539984 = -172860.614250
  nChanged 31
		SP:Iteration 8Q (128020.540000 sec): 3 clusters
  Score: Raw -175370.617042 + Penalty 2487.539984 = -172883.077059
  nChanged 45
		SP:Iteration 9Q (128020.580000 sec): 3 clusters
  Score: Raw -175404.402424 + Penalty 2487.539984 = -172916.862440
  nChanged 49
		SP:Iteration 10Q (128020.620000 sec): 3 clusters
  Score: Raw -175454.511144 + Penalty 2487.539984 = -172966.971160
  nChanged 60
		SP:Iteration 11Q (128020.660000 sec): 3 clusters
  Score: Raw -175507.410973 + Penalty 2487.539984 = -173019.870990
  nChanged 58
		SP:Iteration 12Q (128020.700000 sec): 3 clusters
  Score: Raw -175547.298544 + Penalty 2487.539984 = -173059.758561
  nChanged 45
		SP:Iteration 13Q (128020.740000 sec): 3 clusters
  Score: Raw -175593.304317 + Penalty 2487.539984 = -173105.764334
  nChanged 58
		SP:Iteration 14Q (128020.780000 sec): 3 clusters
  Score: Raw -175679.856231 + Penalty 2487.539984 = -173192.316248
  nChanged 58
		SP:Iteration 15Q (128020.830000 sec): 3 clusters
  Score: Raw -175764.152829 + Penalty 2487.539984 = -173276.612845
  nChanged 56
		SP:Iteration 16Q (128020.870000 sec): 3 clusters
  Score: Raw -175829.140977 + Penalty 2487.539984 = -173341.600993
  nChanged 54
		SP:Iteration 17Q (128020.910000 sec): 3 clusters
  Score: Raw -175874.599429 + Penalty 2487.539984 = -173387.059445
  nChanged 45
		SP:Iteration 18Q (128020.950000 sec): 3 clusters
  Score: Raw -175910.909675 + Penalty 2487.539984 = -173423.369691
  nChanged 35
		SP:Iteration 19Q (128020.990000 sec): 3 clusters
  Score: Raw -175941.977189 + Penalty 2487.539984 = -173454.437205
  nChanged 33
		SP:Iteration 20F (128021.030000 sec): 3 clusters
  Score: Raw -175970.505655 + Penalty 2487.539984 = -173482.965671
  nChanged 31
		SP:Iteration 21Q (128021.070000 sec): 3 clusters
  Score: Raw -175994.981798 + Penalty 2487.539984 = -173507.441814
  nChanged 32
		SP:Iteration 22Q (128021.110000 sec): 3 clusters
  Score: Raw -176021.446089 + Penalty 2487.539984 = -173533.906105
  nChanged 26
		SP:Iteration 23Q (128021.160000 sec): 3 clusters
  Score: Raw -176045.160927 + Penalty 2487.539984 = -173557.620943
  nChanged 24
		SP:Iteration 24Q (128021.200000 sec): 3 clusters
  Score: Raw -176070.647117 + Penalty 2487.539984 = -173583.107134
  nChanged 24
		SP:Iteration 25Q (128021.240000 sec): 3 clusters
  Score: Raw -176092.875375 + Penalty 2487.539984 = -173605.335391
  nChanged 17
		SP:Iteration 26Q (128021.280000 sec): 3 clusters
  Score: Raw -176101.136119 + Penalty 2487.539984 = -173613.596135
  nChanged 12
		SP:Iteration 27Q (128021.320000 sec): 3 clusters
  Score: Raw -176107.753326 + Penalty 2487.539984 = -173620.213342
  nChanged 3
		SP:Iteration 28Q (128021.360000 sec): 3 clusters
  Score: Raw -176109.497142 + Penalty 2487.539984 = -173621.957158
  nChanged 1
		SP:Iteration 29Q (128021.400000 sec): 3 clusters
  Score: Raw -176110.488498 + Penalty 2487.539984 = -173622.948514
  nChanged 1
		SP:Iteration 30Q (128021.440000 sec): 3 clusters
  Score: Raw -176110.837269 + Penalty 2487.539984 = -173623.297285
  nChanged 1
		SP:Iteration 31Q (128021.480000 sec): 3 clusters
  Score: Raw -176111.750698 + Penalty 2487.539984 = -173624.210714
  nChanged 0
		SP:Iteration 32F (128021.520000 sec): 3 clusters
  Score: Raw -176111.750698 + Penalty 2487.539984 = -173624.210714
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 15 (2426 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (128021.590000 sec): 2 clusters
  Score: Raw -225658.653388 + Penalty 1266.524852 = -224392.128536
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (128021.640000 sec): 3 clusters
  Score: Raw -224533.103002 + Penalty 2533.049704 = -222000.053298
  nChanged 919
		SP:Iteration 1F (128021.680000 sec): 3 clusters
  Score: Raw -225107.487942 + Penalty 2533.049704 = -222574.438238
  nChanged 228
		SP:Iteration 2F (128021.730000 sec): 3 clusters
  Score: Raw -225248.021623 + Penalty 2533.049704 = -222714.971919
  nChanged 109
		SP:Iteration 3Q (128021.780000 sec): 3 clusters
  Score: Raw -225308.762772 + Penalty 2533.049704 = -222775.713068
  nChanged 73
		SP:Iteration 4Q (128021.830000 sec): 3 clusters
  Score: Raw -225346.756465 + Penalty 2533.049704 = -222813.706761
  nChanged 44
		SP:Iteration 5Q (128021.880000 sec): 3 clusters
  Score: Raw -225370.265668 + Penalty 2533.049704 = -222837.215963
  nChanged 42
		SP:Iteration 6Q (128021.930000 sec): 3 clusters
  Score: Raw -225390.600915 + Penalty 2533.049704 = -222857.551211
  nChanged 34
		SP:Iteration 7Q (128021.980000 sec): 3 clusters
  Score: Raw -225406.301764 + Penalty 2533.049704 = -222873.252060
  nChanged 31
		SP:Iteration 8Q (128022.020000 sec): 3 clusters
  Score: Raw -225420.864112 + Penalty 2533.049704 = -222887.814408
  nChanged 29
		SP:Iteration 9Q (128022.070000 sec): 3 clusters
  Score: Raw -225432.793713 + Penalty 2533.049704 = -222899.744009
  nChanged 27
		SP:Iteration 10Q (128022.120000 sec): 3 clusters
  Score: Raw -225445.492721 + Penalty 2533.049704 = -222912.443017
  nChanged 31
		SP:Iteration 11Q (128022.170000 sec): 3 clusters
  Score: Raw -225461.287935 + Penalty 2533.049704 = -222928.238231
  nChanged 33
		SP:Iteration 12Q (128022.220000 sec): 3 clusters
  Score: Raw -225480.352419 + Penalty 2533.049704 = -222947.302715
  nChanged 37
		SP:Iteration 13Q (128022.270000 sec): 3 clusters
  Score: Raw -225501.724055 + Penalty 2533.049704 = -222968.674351
  nChanged 38
		SP:Iteration 14Q (128022.320000 sec): 3 clusters
  Score: Raw -225522.675449 + Penalty 2533.049704 = -222989.625745
  nChanged 37
		SP:Iteration 15Q (128022.360000 sec): 3 clusters
  Score: Raw -225545.709193 + Penalty 2533.049704 = -223012.659489
  nChanged 40
		SP:Iteration 16Q (128022.410000 sec): 3 clusters
  Score: Raw -225566.293842 + Penalty 2533.049704 = -223033.244137
  nChanged 42
		SP:Iteration 17Q (128022.460000 sec): 3 clusters
  Score: Raw -225593.848412 + Penalty 2533.049704 = -223060.798707
  nChanged 43
		SP:Iteration 18Q (128022.510000 sec): 3 clusters
  Score: Raw -225623.072405 + Penalty 2533.049704 = -223090.022701
  nChanged 44
		SP:Iteration 19Q (128022.560000 sec): 3 clusters
  Score: Raw -225648.147749 + Penalty 2533.049704 = -223115.098045
  nChanged 38
		SP:Iteration 20F (128022.610000 sec): 3 clusters
  Score: Raw -225672.145396 + Penalty 2533.049704 = -223139.095692
  nChanged 43
		SP:Iteration 21Q (128022.660000 sec): 3 clusters
  Score: Raw -225703.880942 + Penalty 2533.049704 = -223170.831238
  nChanged 47
		SP:Iteration 22Q (128022.700000 sec): 3 clusters
  Score: Raw -225738.339267 + Penalty 2533.049704 = -223205.289563
  nChanged 51
		SP:Iteration 23Q (128022.750000 sec): 3 clusters
  Score: Raw -225777.372686 + Penalty 2533.049704 = -223244.322982
  nChanged 42
		SP:Iteration 24Q (128022.800000 sec): 3 clusters
  Score: Raw -225815.059829 + Penalty 2533.049704 = -223282.010125
  nChanged 36
		SP:Iteration 25Q (128022.850000 sec): 3 clusters
  Score: Raw -225846.181745 + Penalty 2533.049704 = -223313.132041
  nChanged 32
		SP:Iteration 26Q (128022.900000 sec): 3 clusters
  Score: Raw -225877.451065 + Penalty 2533.049704 = -223344.401361
  nChanged 21
		SP:Iteration 27Q (128022.940000 sec): 3 clusters
  Score: Raw -225902.229380 + Penalty 2533.049704 = -223369.179676
  nChanged 26
		SP:Iteration 28Q (128022.990000 sec): 3 clusters
  Score: Raw -225939.091703 + Penalty 2533.049704 = -223406.041999
  nChanged 22
		SP:Iteration 29Q (128023.040000 sec): 3 clusters
  Score: Raw -225972.178309 + Penalty 2533.049704 = -223439.128605
  nChanged 11
		SP:Iteration 30Q (128023.090000 sec): 3 clusters
  Score: Raw -225984.524670 + Penalty 2533.049704 = -223451.474966
  nChanged 7
		SP:Iteration 31Q (128023.130000 sec): 3 clusters
  Score: Raw -225990.854219 + Penalty 2533.049704 = -223457.804515
  nChanged 4
		SP:Iteration 32Q (128023.180000 sec): 3 clusters
  Score: Raw -225995.683294 + Penalty 2533.049704 = -223462.633590
  nChanged 3
		SP:Iteration 33Q (128023.230000 sec): 3 clusters
  Score: Raw -225998.500258 + Penalty 2533.049704 = -223465.450554
  nChanged 3
		SP:Iteration 34Q (128023.270000 sec): 3 clusters
  Score: Raw -226000.235441 + Penalty 2533.049704 = -223467.185737
  nChanged 2
		SP:Iteration 35Q (128023.320000 sec): 3 clusters
  Score: Raw -226001.899409 + Penalty 2533.049704 = -223468.849705
  nChanged 1
		SP:Iteration 36Q (128023.370000 sec): 3 clusters
  Score: Raw -226003.074657 + Penalty 2533.049704 = -223470.024953
  nChanged 1
		SP:Iteration 37Q (128023.410000 sec): 3 clusters
  Score: Raw -226004.125690 + Penalty 2533.049704 = -223471.075986
  nChanged 1
		SP:Iteration 38Q (128023.460000 sec): 3 clusters
  Score: Raw -226005.174461 + Penalty 2533.049704 = -223472.124757
  nChanged 0
		SP:Iteration 39F (128023.510000 sec): 3 clusters
  Score: Raw -226005.174461 + Penalty 2533.049704 = -223472.124757
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 16 (49442 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (128023.880000 sec): 2 clusters
  Score: Raw -4483426.112020 + Penalty 1756.390276 = -4481669.721744
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (128024.400000 sec): 3 clusters
  Score: Raw -4452260.941062 + Penalty 3512.780552 = -4448748.160510
  nChanged 22996
		SP:Iteration 1F (128024.880000 sec): 3 clusters
  Score: Raw -4465470.644069 + Penalty 3512.780552 = -4461957.863517
  nChanged 2760
		SP:Iteration 2F (128025.360000 sec): 3 clusters
  Score: Raw -4466823.436714 + Penalty 3512.780552 = -4463310.656162
  nChanged 3284
		SP:Iteration 3F (128025.880000 sec): 3 clusters
  Score: Raw -4468805.658451 + Penalty 3512.780552 = -4465292.877899
  nChanged 3632
		SP:Iteration 4F (128026.390000 sec): 3 clusters
  Score: Raw -4471111.453924 + Penalty 3512.780552 = -4467598.673372
  nChanged 3491
		SP:Iteration 5F (128026.880000 sec): 3 clusters
  Score: Raw -4473094.575120 + Penalty 3512.780552 = -4469581.794568
  nChanged 2860
		SP:Iteration 6F (128027.360000 sec): 3 clusters
  Score: Raw -4474460.640362 + Penalty 3512.780552 = -4470947.859810
  nChanged 2159
		SP:Iteration 7Q (128027.900000 sec): 3 clusters
  Score: Raw -4475252.498728 + Penalty 3512.780552 = -4471739.718176
  nChanged 1604
		SP:Iteration 8Q (128028.430000 sec): 3 clusters
  Score: Raw -4475737.919071 + Penalty 3512.780552 = -4472225.138520
  nChanged 1265
		SP:Iteration 9Q (128028.940000 sec): 3 clusters
  Score: Raw -4476087.129681 + Penalty 3512.780552 = -4472574.349129
  nChanged 1010
		SP:Iteration 10Q (128029.490000 sec): 3 clusters
  Score: Raw -4476371.256225 + Penalty 3512.780552 = -4472858.475673
  nChanged 909
		SP:Iteration 11Q (128030.000000 sec): 3 clusters
  Score: Raw -4476643.621426 + Penalty 3512.780552 = -4473130.840874
  nChanged 970
		SP:Iteration 12Q (128030.560000 sec): 3 clusters
  Score: Raw -4476964.712420 + Penalty 3512.780552 = -4473451.931868
  nChanged 1032
		SP:Iteration 13Q (128031.060000 sec): 3 clusters
  Score: Raw -4477348.044203 + Penalty 3512.780552 = -4473835.263651
  nChanged 1160
		SP:Iteration 14Q (128031.610000 sec): 3 clusters
  Score: Raw -4477851.956955 + Penalty 3512.780552 = -4474339.176403
  nChanged 1254
		SP:Iteration 15Q (128032.140000 sec): 3 clusters
  Score: Raw -4478488.591847 + Penalty 3512.780552 = -4474975.811295
  nChanged 1393
		SP:Iteration 16Q (128032.680000 sec): 3 clusters
  Score: Raw -4479280.803004 + Penalty 3512.780552 = -4475768.022452
  nChanged 1361
		SP:Iteration 17Q (128033.200000 sec): 3 clusters
  Score: Raw -4480104.546564 + Penalty 3512.780552 = -4476591.766012
  nChanged 1230
		SP:Iteration 18Q (128033.680000 sec): 3 clusters
  Score: Raw -4480897.371559 + Penalty 3512.780552 = -4477384.591007
  nChanged 1066
		SP:Iteration 19Q (128034.150000 sec): 3 clusters
  Score: Raw -4481673.298724 + Penalty 3512.780552 = -4478160.518173
  nChanged 894
		SP:Iteration 20F (128034.630000 sec): 3 clusters
  Score: Raw -4482356.541127 + Penalty 3512.780552 = -4478843.760575
  nChanged 623
		SP:Iteration 21Q (128035.080000 sec): 3 clusters
  Score: Raw -4482807.119553 + Penalty 3512.780552 = -4479294.339001
  nChanged 472
		SP:Iteration 22Q (128035.520000 sec): 3 clusters
  Score: Raw -4483126.766032 + Penalty 3512.780552 = -4479613.985480
  nChanged 335
		SP:Iteration 23Q (128035.990000 sec): 3 clusters
  Score: Raw -4483314.738901 + Penalty 3512.780552 = -4479801.958350
  nChanged 261
		SP:Iteration 24Q (128036.450000 sec): 3 clusters
  Score: Raw -4483443.643909 + Penalty 3512.780552 = -4479930.863357
  nChanged 183
		SP:Iteration 25Q (128036.930000 sec): 3 clusters
  Score: Raw -4483529.575541 + Penalty 3512.780552 = -4480016.794989
  nChanged 145
		SP:Iteration 26Q (128037.380000 sec): 3 clusters
  Score: Raw -4483598.275748 + Penalty 3512.780552 = -4480085.495196
  nChanged 105
		SP:Iteration 27Q (128037.850000 sec): 3 clusters
  Score: Raw -4483637.835336 + Penalty 3512.780552 = -4480125.054784
  nChanged 88
		SP:Iteration 28Q (128038.320000 sec): 3 clusters
  Score: Raw -4483668.533903 + Penalty 3512.780552 = -4480155.753351
  nChanged 62
		SP:Iteration 29Q (128038.800000 sec): 3 clusters
  Score: Raw -4483690.670290 + Penalty 3512.780552 = -4480177.889739
  nChanged 48
		SP:Iteration 30Q (128039.280000 sec): 3 clusters
  Score: Raw -4483711.050103 + Penalty 3512.780552 = -4480198.269551
  nChanged 42
		SP:Iteration 31Q (128039.750000 sec): 3 clusters
  Score: Raw -4483730.176200 + Penalty 3512.780552 = -4480217.395648
  nChanged 37
		SP:Iteration 32Q (128040.170000 sec): 3 clusters
  Score: Raw -4483743.648204 + Penalty 3512.780552 = -4480230.867653
  nChanged 31
		SP:Iteration 33Q (128040.610000 sec): 3 clusters
  Score: Raw -4483753.302701 + Penalty 3512.780552 = -4480240.522149
  nChanged 28
		SP:Iteration 34Q (128041.060000 sec): 3 clusters
  Score: Raw -4483762.860483 + Penalty 3512.780552 = -4480250.079931
  nChanged 31
		SP:Iteration 35Q (128041.530000 sec): 3 clusters
  Score: Raw -4483772.419689 + Penalty 3512.780552 = -4480259.639137
  nChanged 26
		SP:Iteration 36Q (128042.000000 sec): 3 clusters
  Score: Raw -4483783.997565 + Penalty 3512.780552 = -4480271.217014
  nChanged 28
		SP:Iteration 37Q (128042.410000 sec): 3 clusters
  Score: Raw -4483793.389831 + Penalty 3512.780552 = -4480280.609279
  nChanged 21
		SP:Iteration 38Q (128042.850000 sec): 3 clusters
  Score: Raw -4483798.430883 + Penalty 3512.780552 = -4480285.650331
  nChanged 17
		SP:Iteration 39Q (128043.320000 sec): 3 clusters
  Score: Raw -4483803.484567 + Penalty 3512.780552 = -4480290.704015
  nChanged 14
		SP:Iteration 40F (128043.850000 sec): 3 clusters
  Score: Raw -4483807.923910 + Penalty 3512.780552 = -4480295.143358
  nChanged 18
		SP:Iteration 41Q (128044.300000 sec): 3 clusters
  Score: Raw -4483813.200232 + Penalty 3512.780552 = -4480300.419680
  nChanged 14
		SP:Iteration 42Q (128044.740000 sec): 3 clusters
  Score: Raw -4483817.618649 + Penalty 3512.780552 = -4480304.838097
  nChanged 11
		SP:Iteration 43Q (128045.210000 sec): 3 clusters
  Score: Raw -4483821.056254 + Penalty 3512.780552 = -4480308.275702
  nChanged 11
		SP:Iteration 44Q (128045.680000 sec): 3 clusters
  Score: Raw -4483824.004647 + Penalty 3512.780552 = -4480311.224095
  nChanged 5
		SP:Iteration 45Q (128046.140000 sec): 3 clusters
  Score: Raw -4483825.616371 + Penalty 3512.780552 = -4480312.835819
  nChanged 3
		SP:Iteration 46Q (128046.560000 sec): 3 clusters
  Score: Raw -4483826.730325 + Penalty 3512.780552 = -4480313.949773
  nChanged 3
		SP:Iteration 47Q (128047.010000 sec): 3 clusters
  Score: Raw -4483827.190806 + Penalty 3512.780552 = -4480314.410254
  nChanged 2
		SP:Iteration 48Q (128047.470000 sec): 3 clusters
  Score: Raw -4483827.582482 + Penalty 3512.780552 = -4480314.801930
  nChanged 2
		SP:Iteration 49Q (128047.940000 sec): 3 clusters
  Score: Raw -4483828.212792 + Penalty 3512.780552 = -4480315.432240
  nChanged 5
		SP:Iteration 50Q (128048.410000 sec): 3 clusters
  Score: Raw -4483829.854174 + Penalty 3512.780552 = -4480317.073622
  nChanged 4
		SP:Iteration 51Q (128048.870000 sec): 3 clusters
  Score: Raw -4483830.532499 + Penalty 3512.780552 = -4480317.751947
  nChanged 6
		SP:Iteration 52Q (128049.350000 sec): 3 clusters
  Score: Raw -4483832.863000 + Penalty 3512.780552 = -4480320.082448
  nChanged 5
		SP:Iteration 53Q (128049.770000 sec): 3 clusters
  Score: Raw -4483834.982202 + Penalty 3512.780552 = -4480322.201650
  nChanged 7
		SP:Iteration 54Q (128050.210000 sec): 3 clusters
  Score: Raw -4483837.706045 + Penalty 3512.780552 = -4480324.925493
  nChanged 5
		SP:Iteration 55Q (128050.650000 sec): 3 clusters
  Score: Raw -4483838.680019 + Penalty 3512.780552 = -4480325.899467
  nChanged 3
		SP:Iteration 56Q (128051.120000 sec): 3 clusters
  Score: Raw -4483839.195386 + Penalty 3512.780552 = -4480326.414834
  nChanged 2
		SP:Iteration 57Q (128051.590000 sec): 3 clusters
  Score: Raw -4483839.357429 + Penalty 3512.780552 = -4480326.576878
  nChanged 1
		SP:Iteration 58Q (128052.060000 sec): 3 clusters
  Score: Raw -4483839.507509 + Penalty 3512.780552 = -4480326.726957
  nChanged 2
		SP:Iteration 59Q (128052.480000 sec): 3 clusters
  Score: Raw -4483840.042437 + Penalty 3512.780552 = -4480327.261885
  nChanged 1
		SP:Iteration 60F (128052.970000 sec): 3 clusters
  Score: Raw -4483840.333032 + Penalty 3512.780552 = -4480327.552480
  nChanged 1
		SP:Iteration 61Q (128053.410000 sec): 3 clusters
  Score: Raw -4483840.455286 + Penalty 3512.780552 = -4480327.674734
  nChanged 1
		SP:Iteration 62Q (128053.850000 sec): 3 clusters
  Score: Raw -4483840.505545 + Penalty 3512.780552 = -4480327.724993
  nChanged 0
		SP:Iteration 63F (128054.370000 sec): 3 clusters
  Score: Raw -4483840.505545 + Penalty 3512.780552 = -4480327.724993
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 17 (681 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (128054.410000 sec): 2 clusters
  Score: Raw -48089.761436 + Penalty 1060.078875 = -47029.682562
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (128054.430000 sec): 3 clusters
  Score: Raw -47959.629470 + Penalty 2120.157749 = -45839.471720
  nChanged 163
		SP:Iteration 1F (128054.450000 sec): 3 clusters
  Score: Raw -48174.449283 + Penalty 2120.157749 = -46054.291534
  nChanged 54
		SP:Iteration 2F (128054.470000 sec): 3 clusters
  Score: Raw -48258.141874 + Penalty 2120.157749 = -46137.984125
  nChanged 30
		SP:Iteration 3Q (128054.480000 sec): 3 clusters
  Score: Raw -48333.023936 + Penalty 2120.157749 = -46212.866186
  nChanged 27
		SP:Iteration 4Q (128054.490000 sec): 3 clusters
  Score: Raw -48401.678872 + Penalty 2120.157749 = -46281.521123
  nChanged 27
		SP:Iteration 5Q (128054.510000 sec): 3 clusters
  Score: Raw -48446.708564 + Penalty 2120.157749 = -46326.550814
  nChanged 20
		SP:Iteration 6Q (128054.520000 sec): 3 clusters
  Score: Raw -48489.467755 + Penalty 2120.157749 = -46369.310005
  nChanged 13
		SP:Iteration 7Q (128054.530000 sec): 3 clusters
  Score: Raw -48516.782811 + Penalty 2120.157749 = -46396.625061
  nChanged 18
		SP:Iteration 8Q (128054.550000 sec): 3 clusters
  Score: Raw -48550.405977 + Penalty 2120.157749 = -46430.248228
  nChanged 13
		SP:Iteration 9Q (128054.560000 sec): 3 clusters
  Score: Raw -48576.277622 + Penalty 2120.157749 = -46456.119872
  nChanged 9
		SP:Iteration 10Q (128054.570000 sec): 3 clusters
  Score: Raw -48590.307762 + Penalty 2120.157749 = -46470.150012
  nChanged 4
		SP:Iteration 11Q (128054.590000 sec): 3 clusters
  Score: Raw -48594.593551 + Penalty 2120.157749 = -46474.435802
  nChanged 5
		SP:Iteration 12Q (128054.600000 sec): 3 clusters
  Score: Raw -48600.123517 + Penalty 2120.157749 = -46479.965767
  nChanged 6
		SP:Iteration 13Q (128054.610000 sec): 3 clusters
  Score: Raw -48614.454247 + Penalty 2120.157749 = -46494.296498
  nChanged 10
		SP:Iteration 14Q (128054.630000 sec): 3 clusters
  Score: Raw -48642.438841 + Penalty 2120.157749 = -46522.281091
  nChanged 9
		SP:Iteration 15Q (128054.640000 sec): 3 clusters
  Score: Raw -48659.619101 + Penalty 2120.157749 = -46539.461352
  nChanged 3
		SP:Iteration 16Q (128054.650000 sec): 3 clusters
  Score: Raw -48665.831823 + Penalty 2120.157749 = -46545.674074
  nChanged 3
		SP:Iteration 17Q (128054.670000 sec): 3 clusters
  Score: Raw -48670.253263 + Penalty 2120.157749 = -46550.095513
  nChanged 1
		SP:Iteration 18Q (128054.680000 sec): 3 clusters
  Score: Raw -48671.772412 + Penalty 2120.157749 = -46551.614663
  nChanged 2
		SP:Iteration 19Q (128054.690000 sec): 3 clusters
  Score: Raw -48673.630172 + Penalty 2120.157749 = -46553.472423
  nChanged 3
		SP:Iteration 20F (128054.710000 sec): 3 clusters
  Score: Raw -48677.602584 + Penalty 2120.157749 = -46557.444834
  nChanged 3
		SP:Iteration 21Q (128054.720000 sec): 3 clusters
  Score: Raw -48687.281568 + Penalty 2120.157749 = -46567.123819
  nChanged 5
		SP:Iteration 22Q (128054.730000 sec): 3 clusters
  Score: Raw -48707.828622 + Penalty 2120.157749 = -46587.670873
  nChanged 6
		SP:Iteration 23Q (128054.750000 sec): 3 clusters
  Score: Raw -48727.232998 + Penalty 2120.157749 = -46607.075248
  nChanged 3
		SP:Iteration 24Q (128054.760000 sec): 3 clusters
  Score: Raw -48734.859428 + Penalty 2120.157749 = -46614.701679
  nChanged 3
		SP:Iteration 25Q (128054.770000 sec): 3 clusters
  Score: Raw -48740.745801 + Penalty 2120.157749 = -46620.588052
  nChanged 0
		SP:Iteration 26F (128054.790000 sec): 3 clusters
  Score: Raw -48740.745801 + Penalty 2120.157749 = -46620.588052
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 18 (1286 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (128054.840000 sec): 2 clusters
  Score: Raw -96779.269029 + Penalty 1163.384935 = -95615.884095
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (128054.860000 sec): 3 clusters
  Score: Raw -96329.669504 + Penalty 2326.769869 = -94002.899635
  nChanged 417
		SP:Iteration 1F (128054.890000 sec): 3 clusters
  Score: Raw -96710.321837 + Penalty 2326.769869 = -94383.551968
  nChanged 111
		SP:Iteration 2F (128054.910000 sec): 3 clusters
  Score: Raw -96837.937480 + Penalty 2326.769869 = -94511.167611
  nChanged 77
		SP:Iteration 3F (128054.940000 sec): 3 clusters
  Score: Raw -96953.517699 + Penalty 2326.769869 = -94626.747830
  nChanged 68
		SP:Iteration 4F (128054.960000 sec): 3 clusters
  Score: Raw -97083.108906 + Penalty 2326.769869 = -94756.339037
  nChanged 72
		SP:Iteration 5F (128054.990000 sec): 3 clusters
  Score: Raw -97185.881353 + Penalty 2326.769869 = -94859.111484
  nChanged 56
		SP:Iteration 6Q (128055.010000 sec): 3 clusters
  Score: Raw -97279.421017 + Penalty 2326.769869 = -94952.651148
  nChanged 53
		SP:Iteration 7Q (128055.040000 sec): 3 clusters
  Score: Raw -97357.031335 + Penalty 2326.769869 = -95030.261466
  nChanged 33
		SP:Iteration 8Q (128055.060000 sec): 3 clusters
  Score: Raw -97391.068358 + Penalty 2326.769869 = -95064.298489
  nChanged 26
		SP:Iteration 9Q (128055.090000 sec): 3 clusters
  Score: Raw -97432.550327 + Penalty 2326.769869 = -95105.780458
  nChanged 18
		SP:Iteration 10Q (128055.110000 sec): 3 clusters
  Score: Raw -97453.654847 + Penalty 2326.769869 = -95126.884978
  nChanged 10
		SP:Iteration 11Q (128055.130000 sec): 3 clusters
  Score: Raw -97466.680496 + Penalty 2326.769869 = -95139.910626
  nChanged 15
		SP:Iteration 12Q (128055.160000 sec): 3 clusters
  Score: Raw -97482.806979 + Penalty 2326.769869 = -95156.037110
  nChanged 11
		SP:Iteration 13Q (128055.180000 sec): 3 clusters
  Score: Raw -97501.284861 + Penalty 2326.769869 = -95174.514992
  nChanged 11
		SP:Iteration 14Q (128055.210000 sec): 3 clusters
  Score: Raw -97520.628498 + Penalty 2326.769869 = -95193.858629
  nChanged 7
		SP:Iteration 15Q (128055.230000 sec): 3 clusters
  Score: Raw -97529.651444 + Penalty 2326.769869 = -95202.881575
  nChanged 5
		SP:Iteration 16Q (128055.260000 sec): 3 clusters
  Score: Raw -97533.616967 + Penalty 2326.769869 = -95206.847098
  nChanged 6
		SP:Iteration 17Q (128055.280000 sec): 3 clusters
  Score: Raw -97540.982347 + Penalty 2326.769869 = -95214.212478
  nChanged 4
		SP:Iteration 18Q (128055.310000 sec): 3 clusters
  Score: Raw -97544.316497 + Penalty 2326.769869 = -95217.546628
  nChanged 3
		SP:Iteration 19Q (128055.330000 sec): 3 clusters
  Score: Raw -97546.210774 + Penalty 2326.769869 = -95219.440905
  nChanged 1
		SP:Iteration 20F (128055.350000 sec): 3 clusters
  Score: Raw -97546.640262 + Penalty 2326.769869 = -95219.870393
  nChanged 1
		SP:Iteration 21Q (128055.380000 sec): 3 clusters
  Score: Raw -97548.117633 + Penalty 2326.769869 = -95221.347764
  nChanged 2
		SP:Iteration 22Q (128055.400000 sec): 3 clusters
  Score: Raw -97549.184573 + Penalty 2326.769869 = -95222.414704
  nChanged 1
		SP:Iteration 23Q (128055.430000 sec): 3 clusters
  Score: Raw -97550.506165 + Penalty 2326.769869 = -95223.736296
  nChanged 0
		SP:Iteration 24F (128055.450000 sec): 3 clusters
  Score: Raw -97550.506165 + Penalty 2326.769869 = -95223.736296
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 19 (4819 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (128055.530000 sec): 2 clusters
  Score: Raw -437294.169244 + Penalty 1378.052279 = -435916.116965
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (128055.630000 sec): 3 clusters
  Score: Raw -434740.590332 + Penalty 2756.104558 = -431984.485774
  nChanged 1963
		SP:Iteration 1F (128055.730000 sec): 3 clusters
  Score: Raw -435878.963543 + Penalty 2756.104558 = -433122.858985
  nChanged 359
		SP:Iteration 2F (128055.810000 sec): 3 clusters
  Score: Raw -436072.640389 + Penalty 2756.104558 = -433316.535831
  nChanged 265
		SP:Iteration 3F (128055.910000 sec): 3 clusters
  Score: Raw -436250.792843 + Penalty 2756.104558 = -433494.688285
  nChanged 246
		SP:Iteration 4F (128055.990000 sec): 3 clusters
  Score: Raw -436435.856500 + Penalty 2756.104558 = -433679.751943
  nChanged 250
		SP:Iteration 5F (128056.080000 sec): 3 clusters
  Score: Raw -436611.360315 + Penalty 2756.104558 = -433855.255757
  nChanged 237
		SP:Iteration 6Q (128056.170000 sec): 3 clusters
  Score: Raw -436779.166612 + Penalty 2756.104558 = -434023.062054
  nChanged 212
		SP:Iteration 7Q (128056.270000 sec): 3 clusters
  Score: Raw -436920.238004 + Penalty 2756.104558 = -434164.133446
  nChanged 179
		SP:Iteration 8Q (128056.360000 sec): 3 clusters
  Score: Raw -437038.134646 + Penalty 2756.104558 = -434282.030088
  nChanged 151
		SP:Iteration 9Q (128056.450000 sec): 3 clusters
  Score: Raw -437142.122497 + Penalty 2756.104558 = -434386.017939
  nChanged 135
		SP:Iteration 10Q (128056.540000 sec): 3 clusters
  Score: Raw -437240.157215 + Penalty 2756.104558 = -434484.052657
  nChanged 125
		SP:Iteration 11Q (128056.630000 sec): 3 clusters
  Score: Raw -437336.648297 + Penalty 2756.104558 = -434580.543739
  nChanged 98
		SP:Iteration 12Q (128056.720000 sec): 3 clusters
  Score: Raw -437414.182021 + Penalty 2756.104558 = -434658.077464
  nChanged 92
		SP:Iteration 13Q (128056.810000 sec): 3 clusters
  Score: Raw -437501.273494 + Penalty 2756.104558 = -434745.168936
  nChanged 93
		SP:Iteration 14Q (128056.890000 sec): 3 clusters
  Score: Raw -437564.728062 + Penalty 2756.104558 = -434808.623504
  nChanged 69
		SP:Iteration 15Q (128056.980000 sec): 3 clusters
  Score: Raw -437609.923492 + Penalty 2756.104558 = -434853.818934
  nChanged 56
		SP:Iteration 16Q (128057.070000 sec): 3 clusters
  Score: Raw -437649.192442 + Penalty 2756.104558 = -434893.087885
  nChanged 42
		SP:Iteration 17Q (128057.150000 sec): 3 clusters
  Score: Raw -437683.581462 + Penalty 2756.104558 = -434927.476904
  nChanged 44
		SP:Iteration 18Q (128057.240000 sec): 3 clusters
  Score: Raw -437722.464984 + Penalty 2756.104558 = -434966.360426
  nChanged 32
		SP:Iteration 19Q (128057.330000 sec): 3 clusters
  Score: Raw -437748.143777 + Penalty 2756.104558 = -434992.039219
  nChanged 22
		SP:Iteration 20F (128057.420000 sec): 3 clusters
  Score: Raw -437765.189347 + Penalty 2756.104558 = -435009.084789
  nChanged 25
		SP:Iteration 21Q (128057.500000 sec): 3 clusters
  Score: Raw -437787.877202 + Penalty 2756.104558 = -435031.772644
  nChanged 28
		SP:Iteration 22Q (128057.590000 sec): 3 clusters
  Score: Raw -437811.492661 + Penalty 2756.104558 = -435055.388103
  nChanged 25
		SP:Iteration 23Q (128057.670000 sec): 3 clusters
  Score: Raw -437831.959384 + Penalty 2756.104558 = -435075.854826
  nChanged 20
		SP:Iteration 24Q (128057.760000 sec): 3 clusters
  Score: Raw -437848.630975 + Penalty 2756.104558 = -435092.526417
  nChanged 15
		SP:Iteration 25Q (128057.840000 sec): 3 clusters
  Score: Raw -437856.911424 + Penalty 2756.104558 = -435100.806866
  nChanged 8
		SP:Iteration 26Q (128057.930000 sec): 3 clusters
  Score: Raw -437861.608921 + Penalty 2756.104558 = -435105.504363
  nChanged 5
		SP:Iteration 27Q (128058.010000 sec): 3 clusters
  Score: Raw -437864.636854 + Penalty 2756.104558 = -435108.532296
  nChanged 7
		SP:Iteration 28Q (128058.100000 sec): 3 clusters
  Score: Raw -437866.867083 + Penalty 2756.104558 = -435110.762525
  nChanged 5
		SP:Iteration 29Q (128058.190000 sec): 3 clusters
  Score: Raw -437869.067853 + Penalty 2756.104558 = -435112.963295
  nChanged 2
		SP:Iteration 30Q (128058.270000 sec): 3 clusters
  Score: Raw -437869.920292 + Penalty 2756.104558 = -435113.815734
  nChanged 1
		SP:Iteration 31Q (128058.360000 sec): 3 clusters
  Score: Raw -437870.187894 + Penalty 2756.104558 = -435114.083336
  nChanged 1
		SP:Iteration 32Q (128058.440000 sec): 3 clusters
  Score: Raw -437870.606230 + Penalty 2756.104558 = -435114.501672
  nChanged 2
		SP:Iteration 33Q (128058.530000 sec): 3 clusters
  Score: Raw -437872.177489 + Penalty 2756.104558 = -435116.072931
  nChanged 3
		SP:Iteration 34Q (128058.610000 sec): 3 clusters
  Score: Raw -437873.760065 + Penalty 2756.104558 = -435117.655507
  nChanged 5
		SP:Iteration 35Q (128058.700000 sec): 3 clusters
  Score: Raw -437875.846722 + Penalty 2756.104558 = -435119.742164
  nChanged 4
		SP:Iteration 36Q (128058.780000 sec): 3 clusters
  Score: Raw -437877.044490 + Penalty 2756.104558 = -435120.939932
  nChanged 1
		SP:Iteration 37Q (128058.870000 sec): 3 clusters
  Score: Raw -437877.369995 + Penalty 2756.104558 = -435121.265437
  nChanged 2
		SP:Iteration 38Q (128058.950000 sec): 3 clusters
  Score: Raw -437878.177638 + Penalty 2756.104558 = -435122.073080
  nChanged 0
		SP:Iteration 39F (128059.040000 sec): 3 clusters
  Score: Raw -437878.177638 + Penalty 2756.104558 = -435122.073080
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 20 (4171 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (128059.110000 sec): 2 clusters
  Score: Raw -352868.631177 + Penalty 1354.585553 = -351514.045624
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (128059.190000 sec): 3 clusters
  Score: Raw -350769.953442 + Penalty 2709.171106 = -348060.782337
  nChanged 1643
		SP:Iteration 1F (128059.270000 sec): 3 clusters
  Score: Raw -351852.548708 + Penalty 2709.171106 = -349143.377603
  nChanged 331
		SP:Iteration 2F (128059.350000 sec): 3 clusters
  Score: Raw -352067.404702 + Penalty 2709.171106 = -349358.233596
  nChanged 239
		SP:Iteration 3F (128059.420000 sec): 3 clusters
  Score: Raw -352179.991240 + Penalty 2709.171106 = -349470.820135
  nChanged 164
		SP:Iteration 4Q (128059.500000 sec): 3 clusters
  Score: Raw -352253.364467 + Penalty 2709.171106 = -349544.193362
  nChanged 110
		SP:Iteration 5Q (128059.580000 sec): 3 clusters
  Score: Raw -352297.039747 + Penalty 2709.171106 = -349587.868641
  nChanged 95
		SP:Iteration 6Q (128059.660000 sec): 3 clusters
  Score: Raw -352339.875170 + Penalty 2709.171106 = -349630.704065
  nChanged 88
		SP:Iteration 7Q (128059.740000 sec): 3 clusters
  Score: Raw -352377.299387 + Penalty 2709.171106 = -349668.128282
  nChanged 91
		SP:Iteration 8Q (128059.820000 sec): 3 clusters
  Score: Raw -352418.566866 + Penalty 2709.171106 = -349709.395760
  nChanged 71
		SP:Iteration 9Q (128059.900000 sec): 3 clusters
  Score: Raw -352454.183703 + Penalty 2709.171106 = -349745.012597
  nChanged 77
		SP:Iteration 10Q (128059.980000 sec): 3 clusters
  Score: Raw -352488.079584 + Penalty 2709.171106 = -349778.908478
  nChanged 56
		SP:Iteration 11Q (128060.060000 sec): 3 clusters
  Score: Raw -352507.811346 + Penalty 2709.171106 = -349798.640241
  nChanged 45
		SP:Iteration 12Q (128060.140000 sec): 3 clusters
  Score: Raw -352521.613586 + Penalty 2709.171106 = -349812.442481
  nChanged 36
		SP:Iteration 13Q (128060.220000 sec): 3 clusters
  Score: Raw -352535.531125 + Penalty 2709.171106 = -349826.360019
  nChanged 47
		SP:Iteration 14Q (128060.300000 sec): 3 clusters
  Score: Raw -352554.953455 + Penalty 2709.171106 = -349845.782349
  nChanged 55
		SP:Iteration 15Q (128060.380000 sec): 3 clusters
  Score: Raw -352577.216192 + Penalty 2709.171106 = -349868.045087
  nChanged 60
		SP:Iteration 16Q (128060.460000 sec): 3 clusters
  Score: Raw -352608.091811 + Penalty 2709.171106 = -349898.920706
  nChanged 64
		SP:Iteration 17Q (128060.540000 sec): 3 clusters
  Score: Raw -352642.080232 + Penalty 2709.171106 = -349932.909127
  nChanged 73
		SP:Iteration 18Q (128060.620000 sec): 3 clusters
  Score: Raw -352680.859864 + Penalty 2709.171106 = -349971.688758
  nChanged 69
		SP:Iteration 19Q (128060.700000 sec): 3 clusters
  Score: Raw -352713.614654 + Penalty 2709.171106 = -350004.443549
  nChanged 62
		SP:Iteration 20F (128060.770000 sec): 3 clusters
  Score: Raw -352735.255360 + Penalty 2709.171106 = -350026.084255
  nChanged 51
		SP:Iteration 21Q (128060.850000 sec): 3 clusters
  Score: Raw -352754.354417 + Penalty 2709.171106 = -350045.183311
  nChanged 48
		SP:Iteration 22Q (128060.930000 sec): 3 clusters
  Score: Raw -352771.158211 + Penalty 2709.171106 = -350061.987106
  nChanged 46
		SP:Iteration 23Q (128061.010000 sec): 3 clusters
  Score: Raw -352787.132201 + Penalty 2709.171106 = -350077.961095
  nChanged 44
		SP:Iteration 24Q (128061.090000 sec): 3 clusters
  Score: Raw -352801.233287 + Penalty 2709.171106 = -350092.062182
  nChanged 38
		SP:Iteration 25Q (128061.170000 sec): 3 clusters
  Score: Raw -352813.147122 + Penalty 2709.171106 = -350103.976016
  nChanged 35
		SP:Iteration 26Q (128061.250000 sec): 3 clusters
  Score: Raw -352821.957126 + Penalty 2709.171106 = -350112.786021
  nChanged 25
		SP:Iteration 27Q (128061.320000 sec): 3 clusters
  Score: Raw -352829.787069 + Penalty 2709.171106 = -350120.615963
  nChanged 20
		SP:Iteration 28Q (128061.400000 sec): 3 clusters
  Score: Raw -352837.534249 + Penalty 2709.171106 = -350128.363143
  nChanged 22
		SP:Iteration 29Q (128061.480000 sec): 3 clusters
  Score: Raw -352845.866972 + Penalty 2709.171106 = -350136.695866
  nChanged 21
		SP:Iteration 30Q (128061.560000 sec): 3 clusters
  Score: Raw -352853.625347 + Penalty 2709.171106 = -350144.454242
  nChanged 23
		SP:Iteration 31Q (128061.640000 sec): 3 clusters
  Score: Raw -352860.458637 + Penalty 2709.171106 = -350151.287531
  nChanged 24
		SP:Iteration 32Q (128061.720000 sec): 3 clusters
  Score: Raw -352868.656631 + Penalty 2709.171106 = -350159.485526
  nChanged 25
		SP:Iteration 33Q (128061.800000 sec): 3 clusters
  Score: Raw -352876.475817 + Penalty 2709.171106 = -350167.304711
  nChanged 26
		SP:Iteration 34Q (128061.880000 sec): 3 clusters
  Score: Raw -352885.098768 + Penalty 2709.171106 = -350175.927662
  nChanged 26
		SP:Iteration 35Q (128061.960000 sec): 3 clusters
  Score: Raw -352891.326341 + Penalty 2709.171106 = -350182.155235
  nChanged 17
		SP:Iteration 36Q (128062.030000 sec): 3 clusters
  Score: Raw -352895.342650 + Penalty 2709.171106 = -350186.171544
  nChanged 10
		SP:Iteration 37Q (128062.110000 sec): 3 clusters
  Score: Raw -352898.625747 + Penalty 2709.171106 = -350189.454641
  nChanged 12
		SP:Iteration 38Q (128062.190000 sec): 3 clusters
  Score: Raw -352902.812692 + Penalty 2709.171106 = -350193.641586
  nChanged 11
		SP:Iteration 39Q (128062.270000 sec): 3 clusters
  Score: Raw -352906.936275 + Penalty 2709.171106 = -350197.765170
  nChanged 13
		SP:Iteration 40F (128062.350000 sec): 3 clusters
  Score: Raw -352909.763881 + Penalty 2709.171106 = -350200.592776
  nChanged 11
		SP:Iteration 41Q (128062.420000 sec): 3 clusters
  Score: Raw -352912.495480 + Penalty 2709.171106 = -350203.324374
  nChanged 10
		SP:Iteration 42Q (128062.500000 sec): 3 clusters
  Score: Raw -352915.253274 + Penalty 2709.171106 = -350206.082169
  nChanged 11
		SP:Iteration 43Q (128062.580000 sec): 3 clusters
  Score: Raw -352918.075177 + Penalty 2709.171106 = -350208.904072
  nChanged 9
		SP:Iteration 44Q (128062.660000 sec): 3 clusters
  Score: Raw -352919.577239 + Penalty 2709.171106 = -350210.406133
  nChanged 10
		SP:Iteration 45Q (128062.740000 sec): 3 clusters
  Score: Raw -352920.967898 + Penalty 2709.171106 = -350211.796793
  nChanged 6
		SP:Iteration 46Q (128062.820000 sec): 3 clusters
  Score: Raw -352921.903287 + Penalty 2709.171106 = -350212.732181
  nChanged 3
		SP:Iteration 47Q (128062.900000 sec): 3 clusters
  Score: Raw -352922.433585 + Penalty 2709.171106 = -350213.262479
  nChanged 2
		SP:Iteration 48Q (128062.980000 sec): 3 clusters
  Score: Raw -352922.871397 + Penalty 2709.171106 = -350213.700292
  nChanged 2
		SP:Iteration 49Q (128063.050000 sec): 3 clusters
  Score: Raw -352923.026474 + Penalty 2709.171106 = -350213.855368
  nChanged 0
		SP:Iteration 50F (128063.130000 sec): 3 clusters
  Score: Raw -352923.026474 + Penalty 2709.171106 = -350213.855368
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 21 (106692 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (128063.840000 sec): 2 clusters
  Score: Raw -9716966.224835 + Penalty 1881.376487 = -9715084.848348
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (128064.800000 sec): 3 clusters
  Score: Raw -9647214.785152 + Penalty 3762.752974 = -9643452.032178
  nChanged 51181
		SP:Iteration 1F (128065.750000 sec): 3 clusters
  Score: Raw -9676911.681262 + Penalty 3762.752974 = -9673148.928288
  nChanged 3405
		SP:Iteration 2Q (128066.770000 sec): 3 clusters
  Score: Raw -9677721.307846 + Penalty 3762.752974 = -9673958.554872
  nChanged 3596
		SP:Iteration 3Q (128067.810000 sec): 3 clusters
  Score: Raw -9678595.852462 + Penalty 3762.752974 = -9674833.099488
  nChanged 3762
		SP:Iteration 4Q (128068.870000 sec): 3 clusters
  Score: Raw -9679653.413781 + Penalty 3762.752974 = -9675890.660807
  nChanged 4237
		SP:Iteration 5Q (128069.940000 sec): 3 clusters
  Score: Raw -9681065.235116 + Penalty 3762.752974 = -9677302.482142
  nChanged 5141
		SP:Iteration 6Q (128070.940000 sec): 3 clusters
  Score: Raw -9683176.421287 + Penalty 3762.752974 = -9679413.668313
  nChanged 6035
		SP:Iteration 7F (128071.940000 sec): 3 clusters
  Score: Raw -9686173.739400 + Penalty 3762.752974 = -9682410.986426
  nChanged 6786
		SP:Iteration 8F (128072.920000 sec): 3 clusters
  Score: Raw -9689994.679223 + Penalty 3762.752974 = -9686231.926249
  nChanged 7073
		SP:Iteration 9F (128073.870000 sec): 3 clusters
  Score: Raw -9694416.108723 + Penalty 3762.752974 = -9690653.355749
  nChanged 6860
		SP:Iteration 10F (128074.820000 sec): 3 clusters
  Score: Raw -9699062.275081 + Penalty 3762.752974 = -9695299.522108
  nChanged 6338
		SP:Iteration 11F (128075.760000 sec): 3 clusters
  Score: Raw -9703733.397404 + Penalty 3762.752974 = -9699970.644430
  nChanged 5483
		SP:Iteration 12F (128076.700000 sec): 3 clusters
  Score: Raw -9708091.767110 + Penalty 3762.752974 = -9704329.014136
  nChanged 4346
		SP:Iteration 13Q (128077.720000 sec): 3 clusters
  Score: Raw -9711600.151819 + Penalty 3762.752974 = -9707837.398846
  nChanged 3015
		SP:Iteration 14Q (128078.680000 sec): 3 clusters
  Score: Raw -9714033.013145 + Penalty 3762.752974 = -9710270.260171
  nChanged 1872
		SP:Iteration 15Q (128079.580000 sec): 3 clusters
  Score: Raw -9715513.384230 + Penalty 3762.752974 = -9711750.631256
  nChanged 1026
		SP:Iteration 16Q (128080.480000 sec): 3 clusters
  Score: Raw -9716287.429354 + Penalty 3762.752974 = -9712524.676380
  nChanged 541
		SP:Iteration 17Q (128081.350000 sec): 3 clusters
  Score: Raw -9716718.539041 + Penalty 3762.752974 = -9712955.786068
  nChanged 263
		SP:Iteration 18Q (128082.180000 sec): 3 clusters
  Score: Raw -9716924.471862 + Penalty 3762.752974 = -9713161.718888
  nChanged 134
		SP:Iteration 19Q (128083.000000 sec): 3 clusters
  Score: Raw -9717033.967164 + Penalty 3762.752974 = -9713271.214190
  nChanged 86
		SP:Iteration 20F (128083.920000 sec): 3 clusters
  Score: Raw -9717093.745610 + Penalty 3762.752974 = -9713330.992636
  nChanged 55
		SP:Iteration 21Q (128084.790000 sec): 3 clusters
  Score: Raw -9717134.258961 + Penalty 3762.752974 = -9713371.505987
  nChanged 36
		SP:Iteration 22Q (128085.640000 sec): 3 clusters
  Score: Raw -9717159.662275 + Penalty 3762.752974 = -9713396.909301
  nChanged 17
		SP:Iteration 23Q (128086.460000 sec): 3 clusters
  Score: Raw -9717171.203358 + Penalty 3762.752974 = -9713408.450384
  nChanged 14
		SP:Iteration 24Q (128087.300000 sec): 3 clusters
  Score: Raw -9717178.854895 + Penalty 3762.752974 = -9713416.101921
  nChanged 5
		SP:Iteration 25Q (128088.150000 sec): 3 clusters
  Score: Raw -9717183.095416 + Penalty 3762.752974 = -9713420.342442
  nChanged 8
		SP:Iteration 26Q (128088.970000 sec): 3 clusters
  Score: Raw -9717187.072611 + Penalty 3762.752974 = -9713424.319637
  nChanged 6
		SP:Iteration 27Q (128089.810000 sec): 3 clusters
  Score: Raw -9717190.419048 + Penalty 3762.752974 = -9713427.666075
  nChanged 5
		SP:Iteration 28Q (128090.660000 sec): 3 clusters
  Score: Raw -9717193.115010 + Penalty 3762.752974 = -9713430.362036
  nChanged 4
		SP:Iteration 29Q (128091.480000 sec): 3 clusters
  Score: Raw -9717196.964683 + Penalty 3762.752974 = -9713434.211709
  nChanged 4
		SP:Iteration 30Q (128092.300000 sec): 3 clusters
  Score: Raw -9717201.270267 + Penalty 3762.752974 = -9713438.517293
  nChanged 8
		SP:Iteration 31Q (128093.140000 sec): 3 clusters
  Score: Raw -9717206.842718 + Penalty 3762.752974 = -9713444.089744
  nChanged 7
		SP:Iteration 32Q (128093.960000 sec): 3 clusters
  Score: Raw -9717211.524221 + Penalty 3762.752974 = -9713448.771247
  nChanged 4
		SP:Iteration 33Q (128094.810000 sec): 3 clusters
  Score: Raw -9717214.196482 + Penalty 3762.752974 = -9713451.443508
  nChanged 2
		SP:Iteration 34Q (128095.630000 sec): 3 clusters
  Score: Raw -9717215.765751 + Penalty 3762.752974 = -9713453.012777
  nChanged 3
		SP:Iteration 35Q (128096.450000 sec): 3 clusters
  Score: Raw -9717217.208329 + Penalty 3762.752974 = -9713454.455355
  nChanged 2
		SP:Iteration 36Q (128097.300000 sec): 3 clusters
  Score: Raw -9717218.512242 + Penalty 3762.752974 = -9713455.759268
  nChanged 1
		SP:Iteration 37Q (128098.120000 sec): 3 clusters
  Score: Raw -9717219.376979 + Penalty 3762.752974 = -9713456.624005
  nChanged 1
		SP:Iteration 38Q (128098.960000 sec): 3 clusters
  Score: Raw -9717220.414058 + Penalty 3762.752974 = -9713457.661084
  nChanged 2
		SP:Iteration 39Q (128099.780000 sec): 3 clusters
  Score: Raw -9717222.522534 + Penalty 3762.752974 = -9713459.769561
  nChanged 5
		SP:Iteration 40F (128100.720000 sec): 3 clusters
  Score: Raw -9717225.501086 + Penalty 3762.752974 = -9713462.748112
  nChanged 2
		SP:Iteration 41Q (128101.570000 sec): 3 clusters
  Score: Raw -9717227.541528 + Penalty 3762.752974 = -9713464.788554
  nChanged 4
		SP:Iteration 42Q (128102.410000 sec): 3 clusters
  Score: Raw -9717230.768556 + Penalty 3762.752974 = -9713468.015582
  nChanged 3
		SP:Iteration 43Q (128103.260000 sec): 3 clusters
  Score: Raw -9717233.211004 + Penalty 3762.752974 = -9713470.458030
  nChanged 0
		SP:Iteration 44F (128104.200000 sec): 3 clusters
  Score: Raw -9717233.211004 + Penalty 3762.752974 = -9713470.458030
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 22 (3157 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (128104.260000 sec): 2 clusters
  Score: Raw -287595.744308 + Penalty 1309.323842 = -286286.420466
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (128104.340000 sec): 3 clusters
  Score: Raw -286115.460707 + Penalty 2618.647684 = -283496.813023
  nChanged 1203
		SP:Iteration 1F (128104.420000 sec): 3 clusters
  Score: Raw -286794.608330 + Penalty 2618.647684 = -284175.960646
  nChanged 249
		SP:Iteration 2F (128104.480000 sec): 3 clusters
  Score: Raw -286947.737321 + Penalty 2618.647684 = -284329.089637
  nChanged 171
		SP:Iteration 3F (128104.540000 sec): 3 clusters
  Score: Raw -287040.354488 + Penalty 2618.647684 = -284421.706805
  nChanged 91
		SP:Iteration 4Q (128104.600000 sec): 3 clusters
  Score: Raw -287089.664594 + Penalty 2618.647684 = -284471.016910
  nChanged 84
		SP:Iteration 5Q (128104.660000 sec): 3 clusters
  Score: Raw -287127.127567 + Penalty 2618.647684 = -284508.479884
  nChanged 65
		SP:Iteration 6Q (128104.720000 sec): 3 clusters
  Score: Raw -287152.589180 + Penalty 2618.647684 = -284533.941496
  nChanged 51
		SP:Iteration 7Q (128104.780000 sec): 3 clusters
  Score: Raw -287175.999085 + Penalty 2618.647684 = -284557.351401
  nChanged 41
		SP:Iteration 8Q (128104.840000 sec): 3 clusters
  Score: Raw -287195.394000 + Penalty 2618.647684 = -284576.746316
  nChanged 44
		SP:Iteration 9Q (128104.900000 sec): 3 clusters
  Score: Raw -287214.952582 + Penalty 2618.647684 = -284596.304899
  nChanged 38
		SP:Iteration 10Q (128104.960000 sec): 3 clusters
  Score: Raw -287229.974962 + Penalty 2618.647684 = -284611.327278
  nChanged 32
		SP:Iteration 11Q (128105.020000 sec): 3 clusters
  Score: Raw -287240.646589 + Penalty 2618.647684 = -284621.998905
  nChanged 31
		SP:Iteration 12Q (128105.080000 sec): 3 clusters
  Score: Raw -287253.451065 + Penalty 2618.647684 = -284634.803381
  nChanged 30
		SP:Iteration 13Q (128105.140000 sec): 3 clusters
  Score: Raw -287265.581904 + Penalty 2618.647684 = -284646.934220
  nChanged 30
		SP:Iteration 14Q (128105.200000 sec): 3 clusters
  Score: Raw -287280.213033 + Penalty 2618.647684 = -284661.565350
  nChanged 33
		SP:Iteration 15Q (128105.260000 sec): 3 clusters
  Score: Raw -287298.884995 + Penalty 2618.647684 = -284680.237311
  nChanged 32
		SP:Iteration 16Q (128105.320000 sec): 3 clusters
  Score: Raw -287317.204984 + Penalty 2618.647684 = -284698.557300
  nChanged 27
		SP:Iteration 17Q (128105.380000 sec): 3 clusters
  Score: Raw -287328.297959 + Penalty 2618.647684 = -284709.650275
  nChanged 34
		SP:Iteration 18Q (128105.440000 sec): 3 clusters
  Score: Raw -287345.645920 + Penalty 2618.647684 = -284726.998237
  nChanged 36
		SP:Iteration 19Q (128105.500000 sec): 3 clusters
  Score: Raw -287364.858965 + Penalty 2618.647684 = -284746.211282
  nChanged 32
		SP:Iteration 20F (128105.560000 sec): 3 clusters
  Score: Raw -287384.031256 + Penalty 2618.647684 = -284765.383572
  nChanged 28
		SP:Iteration 21Q (128105.620000 sec): 3 clusters
  Score: Raw -287398.486529 + Penalty 2618.647684 = -284779.838845
  nChanged 31
		SP:Iteration 22Q (128105.680000 sec): 3 clusters
  Score: Raw -287408.407465 + Penalty 2618.647684 = -284789.759781
  nChanged 24
		SP:Iteration 23Q (128105.740000 sec): 3 clusters
  Score: Raw -287420.293269 + Penalty 2618.647684 = -284801.645585
  nChanged 23
		SP:Iteration 24Q (128105.800000 sec): 3 clusters
  Score: Raw -287432.765686 + Penalty 2618.647684 = -284814.118003
  nChanged 32
		SP:Iteration 25Q (128105.860000 sec): 3 clusters
  Score: Raw -287448.167967 + Penalty 2618.647684 = -284829.520283
  nChanged 29
		SP:Iteration 26Q (128105.920000 sec): 3 clusters
  Score: Raw -287462.126442 + Penalty 2618.647684 = -284843.478759
  nChanged 24
		SP:Iteration 27Q (128105.980000 sec): 3 clusters
  Score: Raw -287472.996236 + Penalty 2618.647684 = -284854.348552
  nChanged 19
		SP:Iteration 28Q (128106.040000 sec): 3 clusters
  Score: Raw -287482.697542 + Penalty 2618.647684 = -284864.049858
  nChanged 17
		SP:Iteration 29Q (128106.100000 sec): 3 clusters
  Score: Raw -287492.313155 + Penalty 2618.647684 = -284873.665471
  nChanged 15
		SP:Iteration 30Q (128106.160000 sec): 3 clusters
  Score: Raw -287502.097657 + Penalty 2618.647684 = -284883.449974
  nChanged 20
		SP:Iteration 31Q (128106.220000 sec): 3 clusters
  Score: Raw -287511.538595 + Penalty 2618.647684 = -284892.890911
  nChanged 25
		SP:Iteration 32Q (128106.280000 sec): 3 clusters
  Score: Raw -287523.963988 + Penalty 2618.647684 = -284905.316304
  nChanged 11
		SP:Iteration 33Q (128106.340000 sec): 3 clusters
  Score: Raw -287528.137888 + Penalty 2618.647684 = -284909.490204
  nChanged 9
		SP:Iteration 34Q (128106.400000 sec): 3 clusters
  Score: Raw -287531.965131 + Penalty 2618.647684 = -284913.317447
  nChanged 8
		SP:Iteration 35Q (128106.460000 sec): 3 clusters
  Score: Raw -287536.565182 + Penalty 2618.647684 = -284917.917498
  nChanged 9
		SP:Iteration 36Q (128106.520000 sec): 3 clusters
  Score: Raw -287540.233009 + Penalty 2618.647684 = -284921.585326
  nChanged 4
		SP:Iteration 37Q (128106.580000 sec): 3 clusters
  Score: Raw -287541.854241 + Penalty 2618.647684 = -284923.206558
  nChanged 6
		SP:Iteration 38Q (128106.640000 sec): 3 clusters
  Score: Raw -287545.474801 + Penalty 2618.647684 = -284926.827117
  nChanged 8
		SP:Iteration 39Q (128106.700000 sec): 3 clusters
  Score: Raw -287549.552849 + Penalty 2618.647684 = -284930.905166
  nChanged 12
		SP:Iteration 40F (128106.760000 sec): 3 clusters
  Score: Raw -287556.238766 + Penalty 2618.647684 = -284937.591082
  nChanged 17
		SP:Iteration 41Q (128106.820000 sec): 3 clusters
  Score: Raw -287565.952583 + Penalty 2618.647684 = -284947.304899
  nChanged 27
		SP:Iteration 42Q (128106.880000 sec): 3 clusters
  Score: Raw -287578.751606 + Penalty 2618.647684 = -284960.103922
  nChanged 22
		SP:Iteration 43Q (128106.940000 sec): 3 clusters
  Score: Raw -287591.127059 + Penalty 2618.647684 = -284972.479375
  nChanged 19
		SP:Iteration 44Q (128106.990000 sec): 3 clusters
  Score: Raw -287603.993845 + Penalty 2618.647684 = -284985.346161
  nChanged 25
		SP:Iteration 45Q (128107.050000 sec): 3 clusters
  Score: Raw -287617.129047 + Penalty 2618.647684 = -284998.481363
  nChanged 20
		SP:Iteration 46Q (128107.110000 sec): 3 clusters
  Score: Raw -287629.399980 + Penalty 2618.647684 = -285010.752296
  nChanged 10
		SP:Iteration 47Q (128107.170000 sec): 3 clusters
  Score: Raw -287636.551753 + Penalty 2618.647684 = -285017.904069
  nChanged 11
		SP:Iteration 48Q (128107.230000 sec): 3 clusters
  Score: Raw -287641.643525 + Penalty 2618.647684 = -285022.995842
  nChanged 10
		SP:Iteration 49Q (128107.280000 sec): 3 clusters
  Score: Raw -287647.952675 + Penalty 2618.647684 = -285029.304991
  nChanged 7
		SP:Iteration 50Q (128107.340000 sec): 3 clusters
  Score: Raw -287651.398233 + Penalty 2618.647684 = -285032.750549
  nChanged 9
		SP:Iteration 51Q (128107.400000 sec): 3 clusters
  Score: Raw -287655.345049 + Penalty 2618.647684 = -285036.697365
  nChanged 9
		SP:Iteration 52Q (128107.460000 sec): 3 clusters
  Score: Raw -287660.197857 + Penalty 2618.647684 = -285041.550173
  nChanged 5
		SP:Iteration 53Q (128107.510000 sec): 3 clusters
  Score: Raw -287663.007986 + Penalty 2618.647684 = -285044.360303
  nChanged 6
		SP:Iteration 54Q (128107.570000 sec): 3 clusters
  Score: Raw -287668.004388 + Penalty 2618.647684 = -285049.356704
  nChanged 9
		SP:Iteration 55Q (128107.630000 sec): 3 clusters
  Score: Raw -287673.771088 + Penalty 2618.647684 = -285055.123404
  nChanged 6
		SP:Iteration 56Q (128107.690000 sec): 3 clusters
  Score: Raw -287676.978240 + Penalty 2618.647684 = -285058.330556
  nChanged 1
		SP:Iteration 57Q (128107.740000 sec): 3 clusters
  Score: Raw -287677.084010 + Penalty 2618.647684 = -285058.436326
  nChanged 1
		SP:Iteration 58Q (128107.800000 sec): 3 clusters
  Score: Raw -287677.483818 + Penalty 2618.647684 = -285058.836134
  nChanged 0
		SP:Iteration 59F (128107.860000 sec): 3 clusters
  Score: Raw -287677.483818 + Penalty 2618.647684 = -285058.836134
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 23 (12024 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (128108.000000 sec): 2 clusters
  Score: Raw -996319.619662 + Penalty 1526.632239 = -994792.987423
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (128108.170000 sec): 3 clusters
  Score: Raw -989374.435023 + Penalty 3053.264478 = -986321.170545
  nChanged 5327
		SP:Iteration 1F (128108.330000 sec): 3 clusters
  Score: Raw -992245.556279 + Penalty 3053.264478 = -989192.291801
  nChanged 759
		SP:Iteration 2F (128108.520000 sec): 3 clusters
  Score: Raw -992580.047587 + Penalty 3053.264478 = -989526.783110
  nChanged 651
		SP:Iteration 3F (128108.690000 sec): 3 clusters
  Score: Raw -992869.936043 + Penalty 3053.264478 = -989816.671565
  nChanged 607
		SP:Iteration 4F (128108.880000 sec): 3 clusters
  Score: Raw -993163.221541 + Penalty 3053.264478 = -990109.957063
  nChanged 577
		SP:Iteration 5Q (128109.070000 sec): 3 clusters
  Score: Raw -993461.850045 + Penalty 3053.264478 = -990408.585567
  nChanged 569
		SP:Iteration 6Q (128109.260000 sec): 3 clusters
  Score: Raw -993769.831378 + Penalty 3053.264478 = -990716.566900
  nChanged 563
		SP:Iteration 7Q (128109.440000 sec): 3 clusters
  Score: Raw -994112.098799 + Penalty 3053.264478 = -991058.834322
  nChanged 603
		SP:Iteration 8F (128109.620000 sec): 3 clusters
  Score: Raw -994450.016394 + Penalty 3053.264478 = -991396.751917
  nChanged 507
		SP:Iteration 9Q (128109.790000 sec): 3 clusters
  Score: Raw -994744.441151 + Penalty 3053.264478 = -991691.176673
  nChanged 481
		SP:Iteration 10Q (128109.980000 sec): 3 clusters
  Score: Raw -995010.217716 + Penalty 3053.264478 = -991956.953238
  nChanged 429
		SP:Iteration 11Q (128110.160000 sec): 3 clusters
  Score: Raw -995232.395658 + Penalty 3053.264478 = -992179.131180
  nChanged 370
		SP:Iteration 12Q (128110.340000 sec): 3 clusters
  Score: Raw -995397.592219 + Penalty 3053.264478 = -992344.327742
  nChanged 289
		SP:Iteration 13Q (128110.530000 sec): 3 clusters
  Score: Raw -995517.583919 + Penalty 3053.264478 = -992464.319441
  nChanged 237
		SP:Iteration 14Q (128110.710000 sec): 3 clusters
  Score: Raw -995616.230191 + Penalty 3053.264478 = -992562.965714
  nChanged 218
		SP:Iteration 15Q (128110.910000 sec): 3 clusters
  Score: Raw -995708.768035 + Penalty 3053.264478 = -992655.503557
  nChanged 202
		SP:Iteration 16Q (128111.080000 sec): 3 clusters
  Score: Raw -995802.348519 + Penalty 3053.264478 = -992749.084042
  nChanged 200
		SP:Iteration 17Q (128111.260000 sec): 3 clusters
  Score: Raw -995892.604264 + Penalty 3053.264478 = -992839.339786
  nChanged 179
		SP:Iteration 18Q (128111.440000 sec): 3 clusters
  Score: Raw -995955.024602 + Penalty 3053.264478 = -992901.760124
  nChanged 148
		SP:Iteration 19Q (128111.610000 sec): 3 clusters
  Score: Raw -996014.709726 + Penalty 3053.264478 = -992961.445249
  nChanged 154
		SP:Iteration 20F (128111.790000 sec): 3 clusters
  Score: Raw -996066.065332 + Penalty 3053.264478 = -993012.800854
  nChanged 114
		SP:Iteration 21Q (128111.970000 sec): 3 clusters
  Score: Raw -996095.084245 + Penalty 3053.264478 = -993041.819767
  nChanged 101
		SP:Iteration 22Q (128112.140000 sec): 3 clusters
  Score: Raw -996123.197875 + Penalty 3053.264478 = -993069.933398
  nChanged 85
		SP:Iteration 23Q (128112.330000 sec): 3 clusters
  Score: Raw -996141.146036 + Penalty 3053.264478 = -993087.881558
  nChanged 86
		SP:Iteration 24Q (128112.490000 sec): 3 clusters
  Score: Raw -996164.141936 + Penalty 3053.264478 = -993110.877458
  nChanged 93
		SP:Iteration 25Q (128112.670000 sec): 3 clusters
  Score: Raw -996190.790576 + Penalty 3053.264478 = -993137.526099
  nChanged 94
		SP:Iteration 26Q (128112.850000 sec): 3 clusters
  Score: Raw -996214.903614 + Penalty 3053.264478 = -993161.639137
  nChanged 95
		SP:Iteration 27Q (128113.040000 sec): 3 clusters
  Score: Raw -996241.640129 + Penalty 3053.264478 = -993188.375651
  nChanged 93
		SP:Iteration 28Q (128113.220000 sec): 3 clusters
  Score: Raw -996262.137430 + Penalty 3053.264478 = -993208.872952
  nChanged 72
		SP:Iteration 29Q (128113.390000 sec): 3 clusters
  Score: Raw -996279.052704 + Penalty 3053.264478 = -993225.788227
  nChanged 69
		SP:Iteration 30Q (128113.560000 sec): 3 clusters
  Score: Raw -996295.648891 + Penalty 3053.264478 = -993242.384413
  nChanged 61
		SP:Iteration 31Q (128113.740000 sec): 3 clusters
  Score: Raw -996309.482226 + Penalty 3053.264478 = -993256.217748
  nChanged 60
		SP:Iteration 32Q (128113.940000 sec): 3 clusters
  Score: Raw -996323.999151 + Penalty 3053.264478 = -993270.734673
  nChanged 61
		SP:Iteration 33Q (128114.110000 sec): 3 clusters
  Score: Raw -996335.809990 + Penalty 3053.264478 = -993282.545512
  nChanged 41
		SP:Iteration 34Q (128114.270000 sec): 3 clusters
  Score: Raw -996343.837769 + Penalty 3053.264478 = -993290.573291
  nChanged 49
		SP:Iteration 35Q (128114.460000 sec): 3 clusters
  Score: Raw -996353.106862 + Penalty 3053.264478 = -993299.842384
  nChanged 43
		SP:Iteration 36Q (128114.620000 sec): 3 clusters
  Score: Raw -996361.148872 + Penalty 3053.264478 = -993307.884394
  nChanged 46
		SP:Iteration 37Q (128114.820000 sec): 3 clusters
  Score: Raw -996369.761873 + Penalty 3053.264478 = -993316.497395
  nChanged 36
		SP:Iteration 38Q (128114.990000 sec): 3 clusters
  Score: Raw -996376.285246 + Penalty 3053.264478 = -993323.020768
  nChanged 26
		SP:Iteration 39Q (128115.160000 sec): 3 clusters
  Score: Raw -996381.960765 + Penalty 3053.264478 = -993328.696288
  nChanged 29
		SP:Iteration 40F (128115.340000 sec): 3 clusters
  Score: Raw -996387.443705 + Penalty 3053.264478 = -993334.179227
  nChanged 29
		SP:Iteration 41Q (128115.510000 sec): 3 clusters
  Score: Raw -996394.453164 + Penalty 3053.264478 = -993341.188686
  nChanged 36
		SP:Iteration 42Q (128115.700000 sec): 3 clusters
  Score: Raw -996401.479781 + Penalty 3053.264478 = -993348.215303
  nChanged 25
		SP:Iteration 43Q (128115.870000 sec): 3 clusters
  Score: Raw -996404.905236 + Penalty 3053.264478 = -993351.640758
  nChanged 18
		SP:Iteration 44Q (128116.070000 sec): 3 clusters
  Score: Raw -996407.213010 + Penalty 3053.264478 = -993353.948533
  nChanged 16
		SP:Iteration 45Q (128116.240000 sec): 3 clusters
  Score: Raw -996409.047152 + Penalty 3053.264478 = -993355.782675
  nChanged 14
		SP:Iteration 46Q (128116.410000 sec): 3 clusters
  Score: Raw -996411.452199 + Penalty 3053.264478 = -993358.187721
  nChanged 17
		SP:Iteration 47Q (128116.590000 sec): 3 clusters
  Score: Raw -996414.013521 + Penalty 3053.264478 = -993360.749043
  nChanged 13
		SP:Iteration 48Q (128116.750000 sec): 3 clusters
  Score: Raw -996415.940854 + Penalty 3053.264478 = -993362.676376
  nChanged 14
		SP:Iteration 49Q (128116.930000 sec): 3 clusters
  Score: Raw -996418.175502 + Penalty 3053.264478 = -993364.911024
  nChanged 15
		SP:Iteration 50Q (128117.090000 sec): 3 clusters
  Score: Raw -996420.686282 + Penalty 3053.264478 = -993367.421804
  nChanged 16
		SP:Iteration 51Q (128117.290000 sec): 3 clusters
  Score: Raw -996424.302282 + Penalty 3053.264478 = -993371.037804
  nChanged 18
		SP:Iteration 52Q (128117.470000 sec): 3 clusters
  Score: Raw -996427.609459 + Penalty 3053.264478 = -993374.344981
  nChanged 21
		SP:Iteration 53Q (128117.630000 sec): 3 clusters
  Score: Raw -996431.303784 + Penalty 3053.264478 = -993378.039306
  nChanged 21
		SP:Iteration 54Q (128117.810000 sec): 3 clusters
  Score: Raw -996435.122631 + Penalty 3053.264478 = -993381.858153
  nChanged 27
		SP:Iteration 55Q (128117.970000 sec): 3 clusters
  Score: Raw -996439.779521 + Penalty 3053.264478 = -993386.515043
  nChanged 23
		SP:Iteration 56Q (128118.150000 sec): 3 clusters
  Score: Raw -996444.789798 + Penalty 3053.264478 = -993391.525321
  nChanged 29
		SP:Iteration 57Q (128118.320000 sec): 3 clusters
  Score: Raw -996449.771219 + Penalty 3053.264478 = -993396.506741
  nChanged 17
		SP:Iteration 58Q (128118.510000 sec): 3 clusters
  Score: Raw -996452.067582 + Penalty 3053.264478 = -993398.803104
  nChanged 13
		SP:Iteration 59Q (128118.680000 sec): 3 clusters
  Score: Raw -996454.571382 + Penalty 3053.264478 = -993401.306905
  nChanged 12
		SP:Iteration 60F (128118.850000 sec): 3 clusters
  Score: Raw -996456.178918 + Penalty 3053.264478 = -993402.914440
  nChanged 10
		SP:Iteration 61Q (128119.020000 sec): 3 clusters
  Score: Raw -996457.820053 + Penalty 3053.264478 = -993404.555576
  nChanged 13
		SP:Iteration 62Q (128119.190000 sec): 3 clusters
  Score: Raw -996460.028827 + Penalty 3053.264478 = -993406.764349
  nChanged 16
		SP:Iteration 63Q (128119.370000 sec): 3 clusters
  Score: Raw -996462.393079 + Penalty 3053.264478 = -993409.128601
  nChanged 8
		SP:Iteration 64Q (128119.530000 sec): 3 clusters
  Score: Raw -996463.399984 + Penalty 3053.264478 = -993410.135506
  nChanged 9
		SP:Iteration 65Q (128119.710000 sec): 3 clusters
  Score: Raw -996464.351651 + Penalty 3053.264478 = -993411.087174
  nChanged 10
		SP:Iteration 66Q (128119.870000 sec): 3 clusters
  Score: Raw -996465.337323 + Penalty 3053.264478 = -993412.072845
  nChanged 6
		SP:Iteration 67Q (128120.050000 sec): 3 clusters
  Score: Raw -996465.962722 + Penalty 3053.264478 = -993412.698245
  nChanged 5
		SP:Iteration 68Q (128120.220000 sec): 3 clusters
  Score: Raw -996466.392611 + Penalty 3053.264478 = -993413.128133
  nChanged 5
		SP:Iteration 69Q (128120.420000 sec): 3 clusters
  Score: Raw -996466.851525 + Penalty 3053.264478 = -993413.587047
  nChanged 7
		SP:Iteration 70Q (128120.590000 sec): 3 clusters
  Score: Raw -996467.725382 + Penalty 3053.264478 = -993414.460905
  nChanged 11
		SP:Iteration 71Q (128120.750000 sec): 3 clusters
  Score: Raw -996469.194867 + Penalty 3053.264478 = -993415.930389
  nChanged 11
		SP:Iteration 72Q (128120.930000 sec): 3 clusters
  Score: Raw -996470.578195 + Penalty 3053.264478 = -993417.313718
  nChanged 7
		SP:Iteration 73Q (128121.090000 sec): 3 clusters
  Score: Raw -996471.444914 + Penalty 3053.264478 = -993418.180436
  nChanged 7
		SP:Iteration 74Q (128121.270000 sec): 3 clusters
  Score: Raw -996472.463606 + Penalty 3053.264478 = -993419.199128
  nChanged 6
		SP:Iteration 75Q (128121.430000 sec): 3 clusters
  Score: Raw -996473.373247 + Penalty 3053.264478 = -993420.108769
  nChanged 5
		SP:Iteration 76Q (128121.610000 sec): 3 clusters
  Score: Raw -996474.134591 + Penalty 3053.264478 = -993420.870114
  nChanged 8
		SP:Iteration 77Q (128121.770000 sec): 3 clusters
  Score: Raw -996475.387634 + Penalty 3053.264478 = -993422.123156
  nChanged 8
		SP:Iteration 78Q (128121.950000 sec): 3 clusters
  Score: Raw -996476.471312 + Penalty 3053.264478 = -993423.206834
  nChanged 5
		SP:Iteration 79Q (128122.110000 sec): 3 clusters
  Score: Raw -996477.326729 + Penalty 3053.264478 = -993424.062251
  nChanged 10
		SP:Iteration 80F (128122.310000 sec): 3 clusters
  Score: Raw -996478.887062 + Penalty 3053.264478 = -993425.622585
  nChanged 7
		SP:Iteration 81Q (128122.480000 sec): 3 clusters
  Score: Raw -996480.302066 + Penalty 3053.264478 = -993427.037588
  nChanged 7
		SP:Iteration 82Q (128122.670000 sec): 3 clusters
  Score: Raw -996481.366749 + Penalty 3053.264478 = -993428.102271
  nChanged 5
		SP:Iteration 83Q (128122.840000 sec): 3 clusters
  Score: Raw -996482.178199 + Penalty 3053.264478 = -993428.913721
  nChanged 5
		SP:Iteration 84Q (128123.000000 sec): 3 clusters
  Score: Raw -996482.929594 + Penalty 3053.264478 = -993429.665117
  nChanged 4
		SP:Iteration 85Q (128123.180000 sec): 3 clusters
  Score: Raw -996483.623660 + Penalty 3053.264478 = -993430.359182
  nChanged 7
		SP:Iteration 86Q (128123.340000 sec): 3 clusters
  Score: Raw -996484.496817 + Penalty 3053.264478 = -993431.232339
  nChanged 3
		SP:Iteration 87Q (128123.520000 sec): 3 clusters
  Score: Raw -996484.742107 + Penalty 3053.264478 = -993431.477630
  nChanged 1
		SP:Iteration 88Q (128123.690000 sec): 3 clusters
  Score: Raw -996485.017770 + Penalty 3053.264478 = -993431.753293
  nChanged 4
		SP:Iteration 89Q (128123.880000 sec): 3 clusters
  Score: Raw -996485.925960 + Penalty 3053.264478 = -993432.661482
  nChanged 6
		SP:Iteration 90Q (128124.050000 sec): 3 clusters
  Score: Raw -996487.321934 + Penalty 3053.264478 = -993434.057456
  nChanged 8
		SP:Iteration 91Q (128124.220000 sec): 3 clusters
  Score: Raw -996488.640406 + Penalty 3053.264478 = -993435.375928
  nChanged 10
		SP:Iteration 92Q (128124.390000 sec): 3 clusters
  Score: Raw -996489.734387 + Penalty 3053.264478 = -993436.469909
  nChanged 5
		SP:Iteration 93Q (128124.560000 sec): 3 clusters
  Score: Raw -996490.258686 + Penalty 3053.264478 = -993436.994208
  nChanged 4
		SP:Iteration 94Q (128124.740000 sec): 3 clusters
  Score: Raw -996490.842150 + Penalty 3053.264478 = -993437.577672
  nChanged 4
		SP:Iteration 95Q (128124.900000 sec): 3 clusters
  Score: Raw -996491.161757 + Penalty 3053.264478 = -993437.897279
  nChanged 4
		SP:Iteration 96Q (128125.080000 sec): 3 clusters
  Score: Raw -996491.621163 + Penalty 3053.264478 = -993438.356685
  nChanged 4
		SP:Iteration 97Q (128125.390000 sec): 3 clusters
  Score: Raw -996492.128046 + Penalty 3053.264478 = -993438.863568
  nChanged 3
		SP:Iteration 98Q (128125.610000 sec): 3 clusters
  Score: Raw -996492.378628 + Penalty 3053.264478 = -993439.114151
  nChanged 5
		SP:Iteration 99Q (128125.760000 sec): 3 clusters
  Score: Raw -996492.834326 + Penalty 3053.264478 = -993439.569848
  nChanged 3
		SP:Iteration 100F (128125.950000 sec): 3 clusters
  Score: Raw -996493.268082 + Penalty 3053.264478 = -993440.003604
  nChanged 2
		SP:Iteration 101Q (128126.120000 sec): 3 clusters
  Score: Raw -996493.471886 + Penalty 3053.264478 = -993440.207408
  nChanged 1
		SP:Iteration 102Q (128126.320000 sec): 3 clusters
  Score: Raw -996493.550314 + Penalty 3053.264478 = -993440.285836
  nChanged 1
		SP:Iteration 103Q (128126.480000 sec): 3 clusters
  Score: Raw -996493.655885 + Penalty 3053.264478 = -993440.391407
  nChanged 1
		SP:Iteration 104Q (128126.650000 sec): 3 clusters
  Score: Raw -996493.782908 + Penalty 3053.264478 = -993440.518430
  nChanged 3
		SP:Iteration 105Q (128126.820000 sec): 3 clusters
  Score: Raw -996494.097196 + Penalty 3053.264478 = -993440.832719
  nChanged 2
		SP:Iteration 106Q (128126.990000 sec): 3 clusters
  Score: Raw -996494.412931 + Penalty 3053.264478 = -993441.148453
  nChanged 3
		SP:Iteration 107Q (128127.170000 sec): 3 clusters
  Score: Raw -996495.074224 + Penalty 3053.264478 = -993441.809746
  nChanged 8
		SP:Iteration 108Q (128127.330000 sec): 3 clusters
  Score: Raw -996496.140623 + Penalty 3053.264478 = -993442.876145
  nChanged 5
		SP:Iteration 109Q (128127.510000 sec): 3 clusters
  Score: Raw -996496.843074 + Penalty 3053.264478 = -993443.578596
  nChanged 5
		SP:Iteration 110Q (128127.670000 sec): 3 clusters
  Score: Raw -996497.684145 + Penalty 3053.264478 = -993444.419667
  nChanged 9
		SP:Iteration 111Q (128127.850000 sec): 3 clusters
  Score: Raw -996499.318959 + Penalty 3053.264478 = -993446.054481
  nChanged 12
		SP:Iteration 112Q (128128.020000 sec): 3 clusters
  Score: Raw -996501.687521 + Penalty 3053.264478 = -993448.423044
  nChanged 14
		SP:Iteration 113Q (128128.200000 sec): 3 clusters
  Score: Raw -996503.569292 + Penalty 3053.264478 = -993450.304814
  nChanged 9
		SP:Iteration 114Q (128128.370000 sec): 3 clusters
  Score: Raw -996504.606488 + Penalty 3053.264478 = -993451.342011
  nChanged 6
		SP:Iteration 115Q (128128.540000 sec): 3 clusters
  Score: Raw -996505.373204 + Penalty 3053.264478 = -993452.108726
  nChanged 2
		SP:Iteration 116Q (128128.710000 sec): 3 clusters
  Score: Raw -996505.543851 + Penalty 3053.264478 = -993452.279373
  nChanged 1
		SP:Iteration 117Q (128128.880000 sec): 3 clusters
  Score: Raw -996505.686829 + Penalty 3053.264478 = -993452.422352
  nChanged 0
		SP:Iteration 118F (128129.050000 sec): 3 clusters
  Score: Raw -996505.686829 + Penalty 3053.264478 = -993452.422352
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 24 (3945 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (128129.140000 sec): 2 clusters
  Score: Raw -275571.285413 + Penalty 1345.533188 = -274225.752225
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (128129.220000 sec): 3 clusters
  Score: Raw -273644.355317 + Penalty 2691.066376 = -270953.288941
  nChanged 1623
		SP:Iteration 1F (128129.300000 sec): 3 clusters
  Score: Raw -274794.462249 + Penalty 2691.066376 = -272103.395873
  nChanged 408
		SP:Iteration 2F (128129.370000 sec): 3 clusters
  Score: Raw -275163.435675 + Penalty 2691.066376 = -272472.369300
  nChanged 303
		SP:Iteration 3F (128129.440000 sec): 3 clusters
  Score: Raw -275441.174719 + Penalty 2691.066376 = -272750.108344
  nChanged 223
		SP:Iteration 4F (128129.520000 sec): 3 clusters
  Score: Raw -275602.665765 + Penalty 2691.066376 = -272911.599389
  nChanged 148
		SP:Iteration 5Q (128129.590000 sec): 3 clusters
  Score: Raw -275695.857349 + Penalty 2691.066376 = -273004.790973
  nChanged 121
		SP:Iteration 6Q (128129.670000 sec): 3 clusters
  Score: Raw -275755.548428 + Penalty 2691.066376 = -273064.482053
  nChanged 82
		SP:Iteration 7Q (128129.740000 sec): 3 clusters
  Score: Raw -275789.982547 + Penalty 2691.066376 = -273098.916172
  nChanged 55
		SP:Iteration 8Q (128129.810000 sec): 3 clusters
  Score: Raw -275808.872196 + Penalty 2691.066376 = -273117.805820
  nChanged 50
		SP:Iteration 9Q (128129.890000 sec): 3 clusters
  Score: Raw -275826.460714 + Penalty 2691.066376 = -273135.394338
  nChanged 38
		SP:Iteration 10Q (128129.960000 sec): 3 clusters
  Score: Raw -275839.883594 + Penalty 2691.066376 = -273148.817218
  nChanged 30
		SP:Iteration 11Q (128130.030000 sec): 3 clusters
  Score: Raw -275848.907488 + Penalty 2691.066376 = -273157.841113
  nChanged 26
		SP:Iteration 12Q (128130.110000 sec): 3 clusters
  Score: Raw -275855.309448 + Penalty 2691.066376 = -273164.243072
  nChanged 20
		SP:Iteration 13Q (128130.180000 sec): 3 clusters
  Score: Raw -275863.290090 + Penalty 2691.066376 = -273172.223714
  nChanged 26
		SP:Iteration 14Q (128130.250000 sec): 3 clusters
  Score: Raw -275871.259408 + Penalty 2691.066376 = -273180.193032
  nChanged 18
		SP:Iteration 15Q (128130.330000 sec): 3 clusters
  Score: Raw -275876.459866 + Penalty 2691.066376 = -273185.393490
  nChanged 7
		SP:Iteration 16Q (128130.400000 sec): 3 clusters
  Score: Raw -275877.718684 + Penalty 2691.066376 = -273186.652309
  nChanged 3
		SP:Iteration 17Q (128130.480000 sec): 3 clusters
  Score: Raw -275878.191207 + Penalty 2691.066376 = -273187.124832
  nChanged 5
		SP:Iteration 18Q (128130.550000 sec): 3 clusters
  Score: Raw -275878.831146 + Penalty 2691.066376 = -273187.764770
  nChanged 1
		SP:Iteration 19Q (128130.620000 sec): 3 clusters
  Score: Raw -275878.944108 + Penalty 2691.066376 = -273187.877732
  nChanged 2
		SP:Iteration 20F (128130.700000 sec): 3 clusters
  Score: Raw -275879.398118 + Penalty 2691.066376 = -273188.331742
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 25 (4183 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (128130.770000 sec): 2 clusters
  Score: Raw -335469.339988 + Penalty 1355.052395 = -334114.287593
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (128130.860000 sec): 3 clusters
  Score: Raw -333381.659663 + Penalty 2710.104791 = -330671.554872
  nChanged 1664
		SP:Iteration 1F (128130.940000 sec): 3 clusters
  Score: Raw -334427.787116 + Penalty 2710.104791 = -331717.682325
  nChanged 351
		SP:Iteration 2F (128131.010000 sec): 3 clusters
  Score: Raw -334680.324734 + Penalty 2710.104791 = -331970.219944
  nChanged 296
		SP:Iteration 3F (128131.090000 sec): 3 clusters
  Score: Raw -334924.744091 + Penalty 2710.104791 = -332214.639300
  nChanged 256
		SP:Iteration 4F (128131.170000 sec): 3 clusters
  Score: Raw -335179.169563 + Penalty 2710.104791 = -332469.064772
  nChanged 249
		SP:Iteration 5F (128131.240000 sec): 3 clusters
  Score: Raw -335406.757899 + Penalty 2710.104791 = -332696.653109
  nChanged 209
		SP:Iteration 6Q (128131.320000 sec): 3 clusters
  Score: Raw -335581.526924 + Penalty 2710.104791 = -332871.422134
  nChanged 162
		SP:Iteration 7Q (128131.400000 sec): 3 clusters
  Score: Raw -335702.319404 + Penalty 2710.104791 = -332992.214613
  nChanged 129
		SP:Iteration 8Q (128131.480000 sec): 3 clusters
  Score: Raw -335786.774782 + Penalty 2710.104791 = -333076.669991
  nChanged 106
		SP:Iteration 9Q (128131.560000 sec): 3 clusters
  Score: Raw -335855.695093 + Penalty 2710.104791 = -333145.590302
  nChanged 87
		SP:Iteration 10Q (128131.640000 sec): 3 clusters
  Score: Raw -335907.450379 + Penalty 2710.104791 = -333197.345588
  nChanged 70
		SP:Iteration 11Q (128131.720000 sec): 3 clusters
  Score: Raw -335946.504750 + Penalty 2710.104791 = -333236.399960
  nChanged 53
		SP:Iteration 12Q (128131.790000 sec): 3 clusters
  Score: Raw -335981.716000 + Penalty 2710.104791 = -333271.611210
  nChanged 56
		SP:Iteration 13Q (128131.870000 sec): 3 clusters
  Score: Raw -336012.285156 + Penalty 2710.104791 = -333302.180365
  nChanged 39
		SP:Iteration 14Q (128131.950000 sec): 3 clusters
  Score: Raw -336031.714853 + Penalty 2710.104791 = -333321.610062
  nChanged 35
		SP:Iteration 15Q (128132.020000 sec): 3 clusters
  Score: Raw -336047.622133 + Penalty 2710.104791 = -333337.517342
  nChanged 29
		SP:Iteration 16Q (128132.100000 sec): 3 clusters
  Score: Raw -336059.863485 + Penalty 2710.104791 = -333349.758694
  nChanged 20
		SP:Iteration 17Q (128132.180000 sec): 3 clusters
  Score: Raw -336068.006158 + Penalty 2710.104791 = -333357.901368
  nChanged 16
		SP:Iteration 18Q (128132.260000 sec): 3 clusters
  Score: Raw -336078.348190 + Penalty 2710.104791 = -333368.243399
  nChanged 19
		SP:Iteration 19Q (128132.330000 sec): 3 clusters
  Score: Raw -336096.521669 + Penalty 2710.104791 = -333386.416879
  nChanged 31
		SP:Iteration 20F (128132.410000 sec): 3 clusters
  Score: Raw -336130.027689 + Penalty 2710.104791 = -333419.922899
  nChanged 43
		SP:Iteration 21Q (128132.480000 sec): 3 clusters
  Score: Raw -336180.354513 + Penalty 2710.104791 = -333470.249722
  nChanged 36
		SP:Iteration 22Q (128132.570000 sec): 3 clusters
  Score: Raw -336214.379783 + Penalty 2710.104791 = -333504.274992
  nChanged 36
		SP:Iteration 23Q (128132.640000 sec): 3 clusters
  Score: Raw -336243.193267 + Penalty 2710.104791 = -333533.088476
  nChanged 31
		SP:Iteration 24Q (128132.710000 sec): 3 clusters
  Score: Raw -336265.777173 + Penalty 2710.104791 = -333555.672382
  nChanged 29
		SP:Iteration 25Q (128132.790000 sec): 3 clusters
  Score: Raw -336287.962835 + Penalty 2710.104791 = -333577.858044
  nChanged 17
		SP:Iteration 26Q (128132.860000 sec): 3 clusters
  Score: Raw -336296.548747 + Penalty 2710.104791 = -333586.443956
  nChanged 20
		SP:Iteration 27Q (128132.940000 sec): 3 clusters
  Score: Raw -336309.101737 + Penalty 2710.104791 = -333598.996947
  nChanged 14
		SP:Iteration 28Q (128133.010000 sec): 3 clusters
  Score: Raw -336313.732539 + Penalty 2710.104791 = -333603.627749
  nChanged 9
		SP:Iteration 29Q (128133.090000 sec): 3 clusters
  Score: Raw -336316.983356 + Penalty 2710.104791 = -333606.878566
  nChanged 4
		SP:Iteration 30Q (128133.160000 sec): 3 clusters
  Score: Raw -336317.454161 + Penalty 2710.104791 = -333607.349370
  nChanged 1
		SP:Iteration 31Q (128133.230000 sec): 3 clusters
  Score: Raw -336317.555913 + Penalty 2710.104791 = -333607.451123
  nChanged 0
		SP:Iteration 32F (128133.310000 sec): 3 clusters
  Score: Raw -336317.555913 + Penalty 2710.104791 = -333607.451123
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 26 (24854 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (128133.550000 sec): 2 clusters
  Score: Raw -2243320.674950 + Penalty 1644.625772 = -2241676.049178
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (128133.890000 sec): 3 clusters
  Score: Raw -2228178.343193 + Penalty 3289.251545 = -2224889.091648
  nChanged 11331
		SP:Iteration 1F (128134.180000 sec): 3 clusters
  Score: Raw -2234482.043789 + Penalty 3289.251545 = -2231192.792244
  nChanged 1092
		SP:Iteration 2Q (128134.480000 sec): 3 clusters
  Score: Raw -2234815.168661 + Penalty 3289.251545 = -2231525.917116
  nChanged 1022
		SP:Iteration 3Q (128134.820000 sec): 3 clusters
  Score: Raw -2235144.521820 + Penalty 3289.251545 = -2231855.270275
  nChanged 957
		SP:Iteration 4Q (128135.110000 sec): 3 clusters
  Score: Raw -2235462.025328 + Penalty 3289.251545 = -2232172.773783
  nChanged 1000
		SP:Iteration 5Q (128135.450000 sec): 3 clusters
  Score: Raw -2235832.002482 + Penalty 3289.251545 = -2232542.750937
  nChanged 1048
		SP:Iteration 6Q (128135.760000 sec): 3 clusters
  Score: Raw -2236290.734063 + Penalty 3289.251545 = -2233001.482518
  nChanged 1140
		SP:Iteration 7Q (128136.110000 sec): 3 clusters
  Score: Raw -2236856.293049 + Penalty 3289.251545 = -2233567.041504
  nChanged 1276
		SP:Iteration 8F (128136.400000 sec): 3 clusters
  Score: Raw -2237559.517373 + Penalty 3289.251545 = -2234270.265828
  nChanged 1386
		SP:Iteration 9F (128136.680000 sec): 3 clusters
  Score: Raw -2238433.226493 + Penalty 3289.251545 = -2235143.974948
  nChanged 1521
		SP:Iteration 10F (128137.010000 sec): 3 clusters
  Score: Raw -2239530.183699 + Penalty 3289.251545 = -2236240.932154
  nChanged 1482
		SP:Iteration 11F (128137.310000 sec): 3 clusters
  Score: Raw -2240686.101159 + Penalty 3289.251545 = -2237396.849614
  nChanged 1255
		SP:Iteration 12F (128137.590000 sec): 3 clusters
  Score: Raw -2241729.498583 + Penalty 3289.251545 = -2238440.247038
  nChanged 904
		SP:Iteration 13Q (128137.870000 sec): 3 clusters
  Score: Raw -2242471.088877 + Penalty 3289.251545 = -2239181.837332
  nChanged 549
		SP:Iteration 14Q (128138.190000 sec): 3 clusters
  Score: Raw -2242928.821126 + Penalty 3289.251545 = -2239639.569581
  nChanged 294
		SP:Iteration 15Q (128138.460000 sec): 3 clusters
  Score: Raw -2243176.961870 + Penalty 3289.251545 = -2239887.710325
  nChanged 146
		SP:Iteration 16Q (128138.730000 sec): 3 clusters
  Score: Raw -2243312.283411 + Penalty 3289.251545 = -2240023.031866
  nChanged 75
		SP:Iteration 17Q (128138.990000 sec): 3 clusters
  Score: Raw -2243376.744899 + Penalty 3289.251545 = -2240087.493354
  nChanged 44
		SP:Iteration 18Q (128139.270000 sec): 3 clusters
  Score: Raw -2243422.079772 + Penalty 3289.251545 = -2240132.828227
  nChanged 34
		SP:Iteration 19Q (128139.520000 sec): 3 clusters
  Score: Raw -2243470.904280 + Penalty 3289.251545 = -2240181.652735
  nChanged 17
		SP:Iteration 20F (128139.810000 sec): 3 clusters
  Score: Raw -2243491.150793 + Penalty 3289.251545 = -2240201.899248
  nChanged 12
		SP:Iteration 21Q (128140.060000 sec): 3 clusters
  Score: Raw -2243502.726003 + Penalty 3289.251545 = -2240213.474458
  nChanged 4
		SP:Iteration 22Q (128140.310000 sec): 3 clusters
  Score: Raw -2243508.589929 + Penalty 3289.251545 = -2240219.338384
  nChanged 5
		SP:Iteration 23Q (128140.590000 sec): 3 clusters
  Score: Raw -2243513.524997 + Penalty 3289.251545 = -2240224.273452
  nChanged 3
		SP:Iteration 24Q (128140.830000 sec): 3 clusters
  Score: Raw -2243520.805142 + Penalty 3289.251545 = -2240231.553597
  nChanged 5
		SP:Iteration 25Q (128141.090000 sec): 3 clusters
  Score: Raw -2243525.232833 + Penalty 3289.251545 = -2240235.981288
  nChanged 2
		SP:Iteration 26Q (128141.350000 sec): 3 clusters
  Score: Raw -2243527.085563 + Penalty 3289.251545 = -2240237.834018
  nChanged 3
		SP:Iteration 27Q (128141.600000 sec): 3 clusters
  Score: Raw -2243529.916227 + Penalty 3289.251545 = -2240240.664682
  nChanged 2
		SP:Iteration 28Q (128141.870000 sec): 3 clusters
  Score: Raw -2243532.704532 + Penalty 3289.251545 = -2240243.452987
  nChanged 1
		SP:Iteration 29Q (128142.150000 sec): 3 clusters
  Score: Raw -2243533.748486 + Penalty 3289.251545 = -2240244.496941
  nChanged 2
		SP:Iteration 30Q (128142.390000 sec): 3 clusters
  Score: Raw -2243535.737985 + Penalty 3289.251545 = -2240246.486440
  nChanged 3
		SP:Iteration 31Q (128142.650000 sec): 3 clusters
  Score: Raw -2243539.957555 + Penalty 3289.251545 = -2240250.706010
  nChanged 2
		SP:Iteration 32Q (128142.910000 sec): 3 clusters
  Score: Raw -2243543.763893 + Penalty 3289.251545 = -2240254.512348
  nChanged 4
		SP:Iteration 33Q (128143.160000 sec): 3 clusters
  Score: Raw -2243546.638132 + Penalty 3289.251545 = -2240257.386587
  nChanged 0
		SP:Iteration 34F (128143.460000 sec): 3 clusters
  Score: Raw -2243546.638132 + Penalty 3289.251545 = -2240257.386587
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 27 (3025 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (128143.520000 sec): 2 clusters
  Score: Raw -254780.777328 + Penalty 1302.383285 = -253478.394043
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (128143.600000 sec): 3 clusters
  Score: Raw -253369.384919 + Penalty 2604.766570 = -250764.618349
  nChanged 1155
		SP:Iteration 1F (128143.660000 sec): 3 clusters
  Score: Raw -254154.013934 + Penalty 2604.766570 = -251549.247364
  nChanged 271
		SP:Iteration 2F (128143.720000 sec): 3 clusters
  Score: Raw -254401.946190 + Penalty 2604.766570 = -251797.179620
  nChanged 227
		SP:Iteration 3F (128143.770000 sec): 3 clusters
  Score: Raw -254586.645111 + Penalty 2604.766570 = -251981.878540
  nChanged 158
		SP:Iteration 4F (128143.830000 sec): 3 clusters
  Score: Raw -254704.597915 + Penalty 2604.766570 = -252099.831345
  nChanged 118
		SP:Iteration 5Q (128143.890000 sec): 3 clusters
  Score: Raw -254796.536293 + Penalty 2604.766570 = -252191.769722
  nChanged 102
		SP:Iteration 6Q (128143.940000 sec): 3 clusters
  Score: Raw -254865.861348 + Penalty 2604.766570 = -252261.094777
  nChanged 76
		SP:Iteration 7Q (128144.000000 sec): 3 clusters
  Score: Raw -254916.343480 + Penalty 2604.766570 = -252311.576910
  nChanged 61
		SP:Iteration 8Q (128144.060000 sec): 3 clusters
  Score: Raw -254959.428889 + Penalty 2604.766570 = -252354.662319
  nChanged 45
		SP:Iteration 9Q (128144.120000 sec): 3 clusters
  Score: Raw -254987.550252 + Penalty 2604.766570 = -252382.783682
  nChanged 27
		SP:Iteration 10Q (128144.170000 sec): 3 clusters
  Score: Raw -255003.151660 + Penalty 2604.766570 = -252398.385089
  nChanged 38
		SP:Iteration 11Q (128144.230000 sec): 3 clusters
  Score: Raw -255037.990785 + Penalty 2604.766570 = -252433.224215
  nChanged 48
		SP:Iteration 12Q (128144.280000 sec): 3 clusters
  Score: Raw -255079.118860 + Penalty 2604.766570 = -252474.352290
  nChanged 36
		SP:Iteration 13Q (128144.340000 sec): 3 clusters
  Score: Raw -255106.524724 + Penalty 2604.766570 = -252501.758153
  nChanged 28
		SP:Iteration 14Q (128144.400000 sec): 3 clusters
  Score: Raw -255127.972720 + Penalty 2604.766570 = -252523.206149
  nChanged 24
		SP:Iteration 15Q (128144.450000 sec): 3 clusters
  Score: Raw -255141.656839 + Penalty 2604.766570 = -252536.890268
  nChanged 13
		SP:Iteration 16Q (128144.510000 sec): 3 clusters
  Score: Raw -255149.217764 + Penalty 2604.766570 = -252544.451194
  nChanged 18
		SP:Iteration 17Q (128144.560000 sec): 3 clusters
  Score: Raw -255164.321498 + Penalty 2604.766570 = -252559.554928
  nChanged 19
		SP:Iteration 18Q (128144.620000 sec): 3 clusters
  Score: Raw -255175.193769 + Penalty 2604.766570 = -252570.427199
  nChanged 13
		SP:Iteration 19Q (128144.680000 sec): 3 clusters
  Score: Raw -255183.997359 + Penalty 2604.766570 = -252579.230788
  nChanged 8
		SP:Iteration 20F (128144.730000 sec): 3 clusters
  Score: Raw -255189.485788 + Penalty 2604.766570 = -252584.719217
  nChanged 8
		SP:Iteration 21Q (128144.790000 sec): 3 clusters
  Score: Raw -255192.575372 + Penalty 2604.766570 = -252587.808802
  nChanged 7
		SP:Iteration 22Q (128144.840000 sec): 3 clusters
  Score: Raw -255197.561840 + Penalty 2604.766570 = -252592.795270
  nChanged 5
		SP:Iteration 23Q (128144.900000 sec): 3 clusters
  Score: Raw -255200.674092 + Penalty 2604.766570 = -252595.907522
  nChanged 6
		SP:Iteration 24Q (128144.960000 sec): 3 clusters
  Score: Raw -255204.286112 + Penalty 2604.766570 = -252599.519542
  nChanged 7
		SP:Iteration 25Q (128145.010000 sec): 3 clusters
  Score: Raw -255206.192922 + Penalty 2604.766570 = -252601.426352
  nChanged 5
		SP:Iteration 26Q (128145.060000 sec): 3 clusters
  Score: Raw -255208.448215 + Penalty 2604.766570 = -252603.681645
  nChanged 6
		SP:Iteration 27Q (128145.120000 sec): 3 clusters
  Score: Raw -255210.319598 + Penalty 2604.766570 = -252605.553027
  nChanged 5
		SP:Iteration 28Q (128145.180000 sec): 3 clusters
  Score: Raw -255212.430589 + Penalty 2604.766570 = -252607.664019
  nChanged 4
		SP:Iteration 29Q (128145.230000 sec): 3 clusters
  Score: Raw -255213.425005 + Penalty 2604.766570 = -252608.658435
  nChanged 2
		SP:Iteration 30Q (128145.280000 sec): 3 clusters
  Score: Raw -255214.233360 + Penalty 2604.766570 = -252609.466789
  nChanged 3
		SP:Iteration 31Q (128145.340000 sec): 3 clusters
  Score: Raw -255215.818009 + Penalty 2604.766570 = -252611.051439
  nChanged 3
		SP:Iteration 32Q (128145.400000 sec): 3 clusters
  Score: Raw -255218.819535 + Penalty 2604.766570 = -252614.052965
  nChanged 7
		SP:Iteration 33Q (128145.450000 sec): 3 clusters
  Score: Raw -255222.890555 + Penalty 2604.766570 = -252618.123985
  nChanged 5
		SP:Iteration 34Q (128145.500000 sec): 3 clusters
  Score: Raw -255224.256321 + Penalty 2604.766570 = -252619.489751
  nChanged 5
		SP:Iteration 35Q (128145.560000 sec): 3 clusters
  Score: Raw -255225.756243 + Penalty 2604.766570 = -252620.989673
  nChanged 1
		SP:Iteration 36Q (128145.610000 sec): 3 clusters
  Score: Raw -255226.210851 + Penalty 2604.766570 = -252621.444281
  nChanged 0
		SP:Iteration 37F (128145.670000 sec): 3 clusters
  Score: Raw -255226.210851 + Penalty 2604.766570 = -252621.444281
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 28 (2742 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (128145.740000 sec): 2 clusters
  Score: Raw -247685.558357 + Penalty 1286.421965 = -246399.136392
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (128145.790000 sec): 3 clusters
  Score: Raw -246403.920772 + Penalty 2572.843930 = -243831.076842
  nChanged 999
		SP:Iteration 1F (128145.840000 sec): 3 clusters
  Score: Raw -246980.043989 + Penalty 2572.843930 = -244407.200060
  nChanged 213
		SP:Iteration 2F (128145.890000 sec): 3 clusters
  Score: Raw -247116.819411 + Penalty 2572.843930 = -244543.975481
  nChanged 138
		SP:Iteration 3F (128145.940000 sec): 3 clusters
  Score: Raw -247195.034596 + Penalty 2572.843930 = -244622.190667
  nChanged 106
		SP:Iteration 4Q (128146.000000 sec): 3 clusters
  Score: Raw -247253.024705 + Penalty 2572.843930 = -244680.180775
  nChanged 75
		SP:Iteration 5Q (128146.050000 sec): 3 clusters
  Score: Raw -247290.035943 + Penalty 2572.843930 = -244717.192013
  nChanged 59
		SP:Iteration 6Q (128146.100000 sec): 3 clusters
  Score: Raw -247318.457709 + Penalty 2572.843930 = -244745.613780
  nChanged 52
		SP:Iteration 7Q (128146.150000 sec): 3 clusters
  Score: Raw -247340.672798 + Penalty 2572.843930 = -244767.828868
  nChanged 31
		SP:Iteration 8Q (128146.200000 sec): 3 clusters
  Score: Raw -247353.080163 + Penalty 2572.843930 = -244780.236233
  nChanged 31
		SP:Iteration 9Q (128146.260000 sec): 3 clusters
  Score: Raw -247369.277347 + Penalty 2572.843930 = -244796.433417
  nChanged 46
		SP:Iteration 10Q (128146.310000 sec): 3 clusters
  Score: Raw -247391.174199 + Penalty 2572.843930 = -244818.330269
  nChanged 34
		SP:Iteration 11Q (128146.360000 sec): 3 clusters
  Score: Raw -247403.111690 + Penalty 2572.843930 = -244830.267761
  nChanged 26
		SP:Iteration 12Q (128146.410000 sec): 3 clusters
  Score: Raw -247416.382191 + Penalty 2572.843930 = -244843.538262
  nChanged 27
		SP:Iteration 13Q (128146.460000 sec): 3 clusters
  Score: Raw -247430.133748 + Penalty 2572.843930 = -244857.289819
  nChanged 23
		SP:Iteration 14Q (128146.520000 sec): 3 clusters
  Score: Raw -247438.174297 + Penalty 2572.843930 = -244865.330368
  nChanged 18
		SP:Iteration 15Q (128146.570000 sec): 3 clusters
  Score: Raw -247445.410051 + Penalty 2572.843930 = -244872.566122
  nChanged 14
		SP:Iteration 16Q (128146.620000 sec): 3 clusters
  Score: Raw -247450.783574 + Penalty 2572.843930 = -244877.939645
  nChanged 18
		SP:Iteration 17Q (128146.670000 sec): 3 clusters
  Score: Raw -247458.816194 + Penalty 2572.843930 = -244885.972265
  nChanged 13
		SP:Iteration 18Q (128146.720000 sec): 3 clusters
  Score: Raw -247463.022419 + Penalty 2572.843930 = -244890.178489
  nChanged 14
		SP:Iteration 19Q (128146.780000 sec): 3 clusters
  Score: Raw -247468.918621 + Penalty 2572.843930 = -244896.074691
  nChanged 15
		SP:Iteration 20F (128146.830000 sec): 3 clusters
  Score: Raw -247475.613986 + Penalty 2572.843930 = -244902.770056
  nChanged 21
		SP:Iteration 21Q (128146.880000 sec): 3 clusters
  Score: Raw -247485.731441 + Penalty 2572.843930 = -244912.887511
  nChanged 22
		SP:Iteration 22Q (128146.930000 sec): 3 clusters
  Score: Raw -247495.912460 + Penalty 2572.843930 = -244923.068531
  nChanged 20
		SP:Iteration 23Q (128146.980000 sec): 3 clusters
  Score: Raw -247505.166573 + Penalty 2572.843930 = -244932.322644
  nChanged 17
		SP:Iteration 24Q (128147.040000 sec): 3 clusters
  Score: Raw -247513.596042 + Penalty 2572.843930 = -244940.752112
  nChanged 15
		SP:Iteration 25Q (128147.090000 sec): 3 clusters
  Score: Raw -247523.366013 + Penalty 2572.843930 = -244950.522083
  nChanged 25
		SP:Iteration 26Q (128147.140000 sec): 3 clusters
  Score: Raw -247537.344501 + Penalty 2572.843930 = -244964.500572
  nChanged 28
		SP:Iteration 27Q (128147.190000 sec): 3 clusters
  Score: Raw -247549.634119 + Penalty 2572.843930 = -244976.790190
  nChanged 28
		SP:Iteration 28Q (128147.240000 sec): 3 clusters
  Score: Raw -247562.224671 + Penalty 2572.843930 = -244989.380742
  nChanged 23
		SP:Iteration 29Q (128147.290000 sec): 3 clusters
  Score: Raw -247569.245767 + Penalty 2572.843930 = -244996.401838
  nChanged 20
		SP:Iteration 30Q (128147.340000 sec): 3 clusters
  Score: Raw -247577.425260 + Penalty 2572.843930 = -245004.581330
  nChanged 24
		SP:Iteration 31Q (128147.400000 sec): 3 clusters
  Score: Raw -247587.996641 + Penalty 2572.843930 = -245015.152712
  nChanged 18
		SP:Iteration 32Q (128147.450000 sec): 3 clusters
  Score: Raw -247593.306390 + Penalty 2572.843930 = -245020.462460
  nChanged 11
		SP:Iteration 33Q (128147.500000 sec): 3 clusters
  Score: Raw -247596.627798 + Penalty 2572.843930 = -245023.783869
  nChanged 15
		SP:Iteration 34Q (128147.550000 sec): 3 clusters
  Score: Raw -247601.295097 + Penalty 2572.843930 = -245028.451167
  nChanged 15
		SP:Iteration 35Q (128147.600000 sec): 3 clusters
  Score: Raw -247607.295204 + Penalty 2572.843930 = -245034.451275
  nChanged 16
		SP:Iteration 36Q (128147.660000 sec): 3 clusters
  Score: Raw -247613.259102 + Penalty 2572.843930 = -245040.415173
  nChanged 22
		SP:Iteration 37Q (128147.710000 sec): 3 clusters
  Score: Raw -247620.659234 + Penalty 2572.843930 = -245047.815304
  nChanged 19
		SP:Iteration 38Q (128147.760000 sec): 3 clusters
  Score: Raw -247629.220751 + Penalty 2572.843930 = -245056.376822
  nChanged 26
		SP:Iteration 39Q (128147.810000 sec): 3 clusters
  Score: Raw -247638.321495 + Penalty 2572.843930 = -245065.477566
  nChanged 15
		SP:Iteration 40F (128147.860000 sec): 3 clusters
  Score: Raw -247644.623407 + Penalty 2572.843930 = -245071.779477
  nChanged 19
		SP:Iteration 41Q (128147.910000 sec): 3 clusters
  Score: Raw -247652.067681 + Penalty 2572.843930 = -245079.223752
  nChanged 19
		SP:Iteration 42Q (128147.960000 sec): 3 clusters
  Score: Raw -247658.421668 + Penalty 2572.843930 = -245085.577738
  nChanged 18
		SP:Iteration 43Q (128148.020000 sec): 3 clusters
  Score: Raw -247664.600601 + Penalty 2572.843930 = -245091.756672
  nChanged 15
		SP:Iteration 44Q (128148.070000 sec): 3 clusters
  Score: Raw -247670.105719 + Penalty 2572.843930 = -245097.261789
  nChanged 10
		SP:Iteration 45Q (128148.120000 sec): 3 clusters
  Score: Raw -247673.560015 + Penalty 2572.843930 = -245100.716086
  nChanged 11
		SP:Iteration 46Q (128148.170000 sec): 3 clusters
  Score: Raw -247677.044644 + Penalty 2572.843930 = -245104.200714
  nChanged 13
		SP:Iteration 47Q (128148.220000 sec): 3 clusters
  Score: Raw -247682.033004 + Penalty 2572.843930 = -245109.189074
  nChanged 14
		SP:Iteration 48Q (128148.280000 sec): 3 clusters
  Score: Raw -247686.477443 + Penalty 2572.843930 = -245113.633513
  nChanged 8
		SP:Iteration 49Q (128148.330000 sec): 3 clusters
  Score: Raw -247690.791058 + Penalty 2572.843930 = -245117.947129
  nChanged 10
		SP:Iteration 50Q (128148.380000 sec): 3 clusters
  Score: Raw -247694.864317 + Penalty 2572.843930 = -245122.020388
  nChanged 7
		SP:Iteration 51Q (128148.430000 sec): 3 clusters
  Score: Raw -247697.420776 + Penalty 2572.843930 = -245124.576846
  nChanged 9
		SP:Iteration 52Q (128148.480000 sec): 3 clusters
  Score: Raw -247700.695538 + Penalty 2572.843930 = -245127.851608
  nChanged 9
		SP:Iteration 53Q (128148.540000 sec): 3 clusters
  Score: Raw -247704.075942 + Penalty 2572.843930 = -245131.232012
  nChanged 12
		SP:Iteration 54Q (128148.590000 sec): 3 clusters
  Score: Raw -247708.343007 + Penalty 2572.843930 = -245135.499077
  nChanged 14
		SP:Iteration 55Q (128148.640000 sec): 3 clusters
  Score: Raw -247715.480993 + Penalty 2572.843930 = -245142.637064
  nChanged 11
		SP:Iteration 56Q (128148.690000 sec): 3 clusters
  Score: Raw -247720.881961 + Penalty 2572.843930 = -245148.038031
  nChanged 8
		SP:Iteration 57Q (128148.740000 sec): 3 clusters
  Score: Raw -247725.044485 + Penalty 2572.843930 = -245152.200555
  nChanged 6
		SP:Iteration 58Q (128148.800000 sec): 3 clusters
  Score: Raw -247728.220653 + Penalty 2572.843930 = -245155.376724
  nChanged 2
		SP:Iteration 59Q (128148.850000 sec): 3 clusters
  Score: Raw -247729.157792 + Penalty 2572.843930 = -245156.313862
  nChanged 3
		SP:Iteration 60F (128148.900000 sec): 3 clusters
  Score: Raw -247730.708756 + Penalty 2572.843930 = -245157.864827
  nChanged 7
		SP:Iteration 61Q (128148.950000 sec): 3 clusters
  Score: Raw -247735.149097 + Penalty 2572.843930 = -245162.305167
  nChanged 10
		SP:Iteration 62Q (128149.000000 sec): 3 clusters
  Score: Raw -247741.691145 + Penalty 2572.843930 = -245168.847216
  nChanged 13
		SP:Iteration 63Q (128149.050000 sec): 3 clusters
  Score: Raw -247749.133948 + Penalty 2572.843930 = -245176.290018
  nChanged 13
		SP:Iteration 64Q (128149.100000 sec): 3 clusters
  Score: Raw -247757.528478 + Penalty 2572.843930 = -245184.684548
  nChanged 16
		SP:Iteration 65Q (128149.160000 sec): 3 clusters
  Score: Raw -247766.517132 + Penalty 2572.843930 = -245193.673202
  nChanged 11
		SP:Iteration 66Q (128149.210000 sec): 3 clusters
  Score: Raw -247773.792261 + Penalty 2572.843930 = -245200.948332
  nChanged 8
		SP:Iteration 67Q (128149.260000 sec): 3 clusters
  Score: Raw -247778.274701 + Penalty 2572.843930 = -245205.430771
  nChanged 9
		SP:Iteration 68Q (128149.310000 sec): 3 clusters
  Score: Raw -247782.392857 + Penalty 2572.843930 = -245209.548928
  nChanged 10
		SP:Iteration 69Q (128149.360000 sec): 3 clusters
  Score: Raw -247786.273755 + Penalty 2572.843930 = -245213.429826
  nChanged 10
		SP:Iteration 70Q (128149.410000 sec): 3 clusters
  Score: Raw -247791.287075 + Penalty 2572.843930 = -245218.443146
  nChanged 7
		SP:Iteration 71Q (128149.460000 sec): 3 clusters
  Score: Raw -247795.364058 + Penalty 2572.843930 = -245222.520129
  nChanged 6
		SP:Iteration 72Q (128149.520000 sec): 3 clusters
  Score: Raw -247799.733439 + Penalty 2572.843930 = -245226.889510
  nChanged 7
		SP:Iteration 73Q (128149.570000 sec): 3 clusters
  Score: Raw -247804.422152 + Penalty 2572.843930 = -245231.578222
  nChanged 5
		SP:Iteration 74Q (128149.620000 sec): 3 clusters
  Score: Raw -247806.618881 + Penalty 2572.843930 = -245233.774952
  nChanged 5
		SP:Iteration 75Q (128149.670000 sec): 3 clusters
  Score: Raw -247808.766747 + Penalty 2572.843930 = -245235.922818
  nChanged 4
		SP:Iteration 76Q (128149.720000 sec): 3 clusters
  Score: Raw -247809.800679 + Penalty 2572.843930 = -245236.956749
  nChanged 3
		SP:Iteration 77Q (128149.770000 sec): 3 clusters
  Score: Raw -247811.602253 + Penalty 2572.843930 = -245238.758323
  nChanged 3
		SP:Iteration 78Q (128149.820000 sec): 3 clusters
  Score: Raw -247813.020785 + Penalty 2572.843930 = -245240.176855
  nChanged 2
		SP:Iteration 79Q (128149.880000 sec): 3 clusters
  Score: Raw -247813.558868 + Penalty 2572.843930 = -245240.714939
  nChanged 0
		SP:Iteration 80F (128149.930000 sec): 3 clusters
  Score: Raw -247813.558868 + Penalty 2572.843930 = -245240.714939
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 29 (19218 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (128150.110000 sec): 2 clusters
  Score: Raw -1747318.747326 + Penalty 1602.835426 = -1745715.911900
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (128150.350000 sec): 3 clusters
  Score: Raw -1735895.114959 + Penalty 3205.670851 = -1732689.444108
  nChanged 8550
		SP:Iteration 1F (128150.640000 sec): 3 clusters
  Score: Raw -1740601.584601 + Penalty 3205.670851 = -1737395.913750
  nChanged 1023
		SP:Iteration 2F (128150.880000 sec): 3 clusters
  Score: Raw -1741027.160358 + Penalty 3205.670851 = -1737821.489507
  nChanged 928
		SP:Iteration 3Q (128151.120000 sec): 3 clusters
  Score: Raw -1741432.820373 + Penalty 3205.670851 = -1738227.149522
  nChanged 834
		SP:Iteration 4Q (128151.380000 sec): 3 clusters
  Score: Raw -1741854.532062 + Penalty 3205.670851 = -1738648.861211
  nChanged 905
		SP:Iteration 5Q (128151.640000 sec): 3 clusters
  Score: Raw -1742378.848422 + Penalty 3205.670851 = -1739173.177571
  nChanged 1025
		SP:Iteration 6F (128151.900000 sec): 3 clusters
  Score: Raw -1743057.691778 + Penalty 3205.670851 = -1739852.020926
  nChanged 1087
		SP:Iteration 7F (128152.160000 sec): 3 clusters
  Score: Raw -1743863.836681 + Penalty 3205.670851 = -1740658.165830
  nChanged 1051
		SP:Iteration 8F (128152.400000 sec): 3 clusters
  Score: Raw -1744656.301027 + Penalty 3205.670851 = -1741450.630176
  nChanged 919
		SP:Iteration 9Q (128152.660000 sec): 3 clusters
  Score: Raw -1745383.464173 + Penalty 3205.670851 = -1742177.793322
  nChanged 773
		SP:Iteration 10Q (128152.910000 sec): 3 clusters
  Score: Raw -1745996.243511 + Penalty 3205.670851 = -1742790.572660
  nChanged 559
		SP:Iteration 11Q (128153.130000 sec): 3 clusters
  Score: Raw -1746418.752388 + Penalty 3205.670851 = -1743213.081537
  nChanged 404
		SP:Iteration 12Q (128153.360000 sec): 3 clusters
  Score: Raw -1746740.891897 + Penalty 3205.670851 = -1743535.221046
  nChanged 329
		SP:Iteration 13Q (128153.610000 sec): 3 clusters
  Score: Raw -1746988.061894 + Penalty 3205.670851 = -1743782.391043
  nChanged 213
		SP:Iteration 14Q (128153.840000 sec): 3 clusters
  Score: Raw -1747140.939592 + Penalty 3205.670851 = -1743935.268741
  nChanged 170
		SP:Iteration 15Q (128154.090000 sec): 3 clusters
  Score: Raw -1747268.809942 + Penalty 3205.670851 = -1744063.139091
  nChanged 101
		SP:Iteration 16Q (128154.320000 sec): 3 clusters
  Score: Raw -1747346.335866 + Penalty 3205.670851 = -1744140.665014
  nChanged 73
		SP:Iteration 17Q (128154.530000 sec): 3 clusters
  Score: Raw -1747409.394807 + Penalty 3205.670851 = -1744203.723956
  nChanged 51
		SP:Iteration 18Q (128154.750000 sec): 3 clusters
  Score: Raw -1747451.746345 + Penalty 3205.670851 = -1744246.075494
  nChanged 24
		SP:Iteration 19Q (128154.990000 sec): 3 clusters
  Score: Raw -1747467.708289 + Penalty 3205.670851 = -1744262.037438
  nChanged 24
		SP:Iteration 20F (128155.220000 sec): 3 clusters
  Score: Raw -1747487.492870 + Penalty 3205.670851 = -1744281.822019
  nChanged 14
		SP:Iteration 21Q (128155.480000 sec): 3 clusters
  Score: Raw -1747498.670743 + Penalty 3205.670851 = -1744292.999892
  nChanged 17
		SP:Iteration 22Q (128155.690000 sec): 3 clusters
  Score: Raw -1747513.123228 + Penalty 3205.670851 = -1744307.452377
  nChanged 18
		SP:Iteration 23Q (128155.930000 sec): 3 clusters
  Score: Raw -1747530.806642 + Penalty 3205.670851 = -1744325.135790
  nChanged 11
		SP:Iteration 24Q (128156.140000 sec): 3 clusters
  Score: Raw -1747537.423300 + Penalty 3205.670851 = -1744331.752449
  nChanged 5
		SP:Iteration 25Q (128156.360000 sec): 3 clusters
  Score: Raw -1747540.696394 + Penalty 3205.670851 = -1744335.025543
  nChanged 0
		SP:Iteration 26F (128156.620000 sec): 3 clusters
  Score: Raw -1747540.696394 + Penalty 3205.670851 = -1744335.025543
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 30 (928 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (128156.670000 sec): 2 clusters
  Score: Raw -61678.433268 + Penalty 1110.367657 = -60568.065611
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (128156.690000 sec): 3 clusters
  Score: Raw -61458.293039 + Penalty 2220.735313 = -59237.557726
  nChanged 298
		SP:Iteration 1F (128156.710000 sec): 3 clusters
  Score: Raw -61824.871076 + Penalty 2220.735313 = -59604.135762
  nChanged 80
		SP:Iteration 2F (128156.730000 sec): 3 clusters
  Score: Raw -61996.386973 + Penalty 2220.735313 = -59775.651660
  nChanged 67
		SP:Iteration 3F (128156.740000 sec): 3 clusters
  Score: Raw -62114.180386 + Penalty 2220.735313 = -59893.445073
  nChanged 41
		SP:Iteration 4Q (128156.760000 sec): 3 clusters
  Score: Raw -62182.552117 + Penalty 2220.735313 = -59961.816804
  nChanged 29
		SP:Iteration 5Q (128156.780000 sec): 3 clusters
  Score: Raw -62227.139678 + Penalty 2220.735313 = -60006.404365
  nChanged 15
		SP:Iteration 6Q (128156.800000 sec): 3 clusters
  Score: Raw -62251.798006 + Penalty 2220.735313 = -60031.062693
  nChanged 10
		SP:Iteration 7Q (128156.820000 sec): 3 clusters
  Score: Raw -62270.066387 + Penalty 2220.735313 = -60049.331073
  nChanged 10
		SP:Iteration 8Q (128156.840000 sec): 3 clusters
  Score: Raw -62284.357563 + Penalty 2220.735313 = -60063.622250
  nChanged 3
		SP:Iteration 9Q (128156.850000 sec): 3 clusters
  Score: Raw -62291.642336 + Penalty 2220.735313 = -60070.907023
  nChanged 1
		SP:Iteration 10Q (128156.870000 sec): 3 clusters
  Score: Raw -62292.774698 + Penalty 2220.735313 = -60072.039385
  nChanged 0
		SP:Iteration 11F (128156.890000 sec): 3 clusters
  Score: Raw -62292.774698 + Penalty 2220.735313 = -60072.039385
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 31 (516 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (128156.920000 sec): 2 clusters
  Score: Raw -47699.621489 + Penalty 1014.992349 = -46684.629140
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (128156.930000 sec): 3 clusters
  Score: Raw -47654.104013 + Penalty 2029.984699 = -45624.119314
  nChanged 133
		SP:Iteration 1F (128156.940000 sec): 3 clusters
  Score: Raw -47877.286311 + Penalty 2029.984699 = -45847.301612
  nChanged 38
		SP:Iteration 2F (128156.960000 sec): 3 clusters
  Score: Raw -48053.836380 + Penalty 2029.984699 = -46023.851681
  nChanged 33
		SP:Iteration 3F (128156.970000 sec): 3 clusters
  Score: Raw -48202.631727 + Penalty 2029.984699 = -46172.647028
  nChanged 34
		SP:Iteration 4F (128156.980000 sec): 3 clusters
  Score: Raw -48269.960737 + Penalty 2029.984699 = -46239.976039
  nChanged 29
		SP:Iteration 5F (128156.990000 sec): 3 clusters
  Score: Raw -48331.673931 + Penalty 2029.984699 = -46301.689232
  nChanged 23
		SP:Iteration 6Q (128157.000000 sec): 3 clusters
  Score: Raw -48382.211836 + Penalty 2029.984699 = -46352.227137
  nChanged 20
		SP:Iteration 7Q (128157.010000 sec): 3 clusters
  Score: Raw -48423.311961 + Penalty 2029.984699 = -46393.327262
  nChanged 9
		SP:Iteration 8Q (128157.020000 sec): 3 clusters
  Score: Raw -48439.595203 + Penalty 2029.984699 = -46409.610504
  nChanged 9
		SP:Iteration 9Q (128157.030000 sec): 3 clusters
  Score: Raw -48461.172551 + Penalty 2029.984699 = -46431.187852
  nChanged 10
		SP:Iteration 10Q (128157.040000 sec): 3 clusters
  Score: Raw -48489.086058 + Penalty 2029.984699 = -46459.101360
  nChanged 8
		SP:Iteration 11Q (128157.050000 sec): 3 clusters
  Score: Raw -48505.201561 + Penalty 2029.984699 = -46475.216862
  nChanged 5
		SP:Iteration 12Q (128157.060000 sec): 3 clusters
  Score: Raw -48519.225913 + Penalty 2029.984699 = -46489.241214
  nChanged 4
		SP:Iteration 13Q (128157.070000 sec): 3 clusters
  Score: Raw -48528.036333 + Penalty 2029.984699 = -46498.051635
  nChanged 1
		SP:Iteration 14Q (128157.080000 sec): 3 clusters
  Score: Raw -48536.061433 + Penalty 2029.984699 = -46506.076734
  nChanged 1
		SP:Iteration 15Q (128157.090000 sec): 3 clusters
  Score: Raw -48539.876530 + Penalty 2029.984699 = -46509.891831
  nChanged 0
		SP:Iteration 16F (128157.100000 sec): 3 clusters
  Score: Raw -48539.876530 + Penalty 2029.984699 = -46509.891831
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 32 (6223 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (128157.190000 sec): 2 clusters
  Score: Raw -562867.822339 + Penalty 1419.601200 = -561448.221139
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (128157.300000 sec): 3 clusters
  Score: Raw -559612.857363 + Penalty 2839.202400 = -556773.654963
  nChanged 2529
		SP:Iteration 1F (128157.420000 sec): 3 clusters
  Score: Raw -560956.293152 + Penalty 2839.202400 = -558117.090752
  nChanged 452
		SP:Iteration 2F (128157.520000 sec): 3 clusters
  Score: Raw -561233.722445 + Penalty 2839.202400 = -558394.520045
  nChanged 382
		SP:Iteration 3F (128157.620000 sec): 3 clusters
  Score: Raw -561507.766610 + Penalty 2839.202400 = -558668.564210
  nChanged 389
		SP:Iteration 4F (128157.730000 sec): 3 clusters
  Score: Raw -561830.270053 + Penalty 2839.202400 = -558991.067653
  nChanged 362
		SP:Iteration 5F (128157.830000 sec): 3 clusters
  Score: Raw -562133.569248 + Penalty 2839.202400 = -559294.366848
  nChanged 362
		SP:Iteration 6F (128157.940000 sec): 3 clusters
  Score: Raw -562433.821317 + Penalty 2839.202400 = -559594.618917
  nChanged 340
		SP:Iteration 7F (128158.040000 sec): 3 clusters
  Score: Raw -562762.051541 + Penalty 2839.202400 = -559922.849141
  nChanged 311
		SP:Iteration 8Q (128158.150000 sec): 3 clusters
  Score: Raw -563049.774407 + Penalty 2839.202400 = -560210.572007
  nChanged 255
		SP:Iteration 9Q (128158.250000 sec): 3 clusters
  Score: Raw -563308.462393 + Penalty 2839.202400 = -560469.259993
  nChanged 203
		SP:Iteration 10Q (128158.360000 sec): 3 clusters
  Score: Raw -563484.594107 + Penalty 2839.202400 = -560645.391707
  nChanged 157
		SP:Iteration 11Q (128158.460000 sec): 3 clusters
  Score: Raw -563611.103803 + Penalty 2839.202400 = -560771.901403
  nChanged 109
		SP:Iteration 12Q (128158.560000 sec): 3 clusters
  Score: Raw -563686.000824 + Penalty 2839.202400 = -560846.798424
  nChanged 74
		SP:Iteration 13Q (128158.660000 sec): 3 clusters
  Score: Raw -563715.782185 + Penalty 2839.202400 = -560876.579785
  nChanged 39
		SP:Iteration 14Q (128158.760000 sec): 3 clusters
  Score: Raw -563728.709170 + Penalty 2839.202400 = -560889.506770
  nChanged 21
		SP:Iteration 15Q (128158.870000 sec): 3 clusters
  Score: Raw -563735.210989 + Penalty 2839.202400 = -560896.008589
  nChanged 11
		SP:Iteration 16Q (128158.970000 sec): 3 clusters
  Score: Raw -563738.471815 + Penalty 2839.202400 = -560899.269415
  nChanged 14
		SP:Iteration 17Q (128159.070000 sec): 3 clusters
  Score: Raw -563741.269183 + Penalty 2839.202400 = -560902.066783
  nChanged 6
		SP:Iteration 18Q (128159.170000 sec): 3 clusters
  Score: Raw -563742.509770 + Penalty 2839.202400 = -560903.307370
  nChanged 2
		SP:Iteration 19Q (128159.270000 sec): 3 clusters
  Score: Raw -563743.027579 + Penalty 2839.202400 = -560903.825179
  nChanged 2
		SP:Iteration 20F (128159.380000 sec): 3 clusters
  Score: Raw -563743.423832 + Penalty 2839.202400 = -560904.221432
  nChanged 2
		SP:Iteration 21Q (128159.480000 sec): 3 clusters
  Score: Raw -563743.969196 + Penalty 2839.202400 = -560904.766796
  nChanged 0
		SP:Iteration 22F (128159.580000 sec): 3 clusters
  Score: Raw -563743.969196 + Penalty 2839.202400 = -560904.766796
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 33 (1636 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (128159.640000 sec): 2 clusters
  Score: Raw -136355.362425 + Penalty 1202.501547 = -135152.860879
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (128159.670000 sec): 3 clusters
  Score: Raw -135692.202628 + Penalty 2405.003093 = -133287.199535
  nChanged 588
		SP:Iteration 1F (128159.700000 sec): 3 clusters
  Score: Raw -136077.965279 + Penalty 2405.003093 = -133672.962186
  nChanged 111
		SP:Iteration 2F (128159.740000 sec): 3 clusters
  Score: Raw -136163.517932 + Penalty 2405.003093 = -133758.514839
  nChanged 71
		SP:Iteration 3Q (128159.770000 sec): 3 clusters
  Score: Raw -136212.082569 + Penalty 2405.003093 = -133807.079476
  nChanged 48
		SP:Iteration 4Q (128159.800000 sec): 3 clusters
  Score: Raw -136247.106862 + Penalty 2405.003093 = -133842.103769
  nChanged 42
		SP:Iteration 5Q (128159.830000 sec): 3 clusters
  Score: Raw -136278.777706 + Penalty 2405.003093 = -133873.774613
  nChanged 28
		SP:Iteration 6Q (128159.860000 sec): 3 clusters
  Score: Raw -136299.111089 + Penalty 2405.003093 = -133894.107996
  nChanged 19
		SP:Iteration 7Q (128159.890000 sec): 3 clusters
  Score: Raw -136317.392910 + Penalty 2405.003093 = -133912.389817
  nChanged 28
		SP:Iteration 8Q (128159.920000 sec): 3 clusters
  Score: Raw -136336.430205 + Penalty 2405.003093 = -133931.427112
  nChanged 23
		SP:Iteration 9Q (128159.960000 sec): 3 clusters
  Score: Raw -136350.334585 + Penalty 2405.003093 = -133945.331492
  nChanged 12
		SP:Iteration 10Q (128159.990000 sec): 3 clusters
  Score: Raw -136354.614748 + Penalty 2405.003093 = -133949.611655
  nChanged 6
		SP:Iteration 11Q (128160.020000 sec): 3 clusters
  Score: Raw -136358.308027 + Penalty 2405.003093 = -133953.304934
  nChanged 7
		SP:Iteration 12Q (128160.050000 sec): 3 clusters
  Score: Raw -136362.142726 + Penalty 2405.003093 = -133957.139633
  nChanged 6
		SP:Iteration 13Q (128160.080000 sec): 3 clusters
  Score: Raw -136365.125512 + Penalty 2405.003093 = -133960.122419
  nChanged 6
		SP:Iteration 14Q (128160.120000 sec): 3 clusters
  Score: Raw -136367.870165 + Penalty 2405.003093 = -133962.867071
  nChanged 4
		SP:Iteration 15Q (128160.140000 sec): 3 clusters
  Score: Raw -136370.208770 + Penalty 2405.003093 = -133965.205677
  nChanged 7
		SP:Iteration 16Q (128160.180000 sec): 3 clusters
  Score: Raw -136372.665534 + Penalty 2405.003093 = -133967.662441
  nChanged 4
		SP:Iteration 17Q (128160.210000 sec): 3 clusters
  Score: Raw -136375.347680 + Penalty 2405.003093 = -133970.344587
  nChanged 1
		SP:Iteration 18Q (128160.240000 sec): 3 clusters
  Score: Raw -136376.087834 + Penalty 2405.003093 = -133971.084741
  nChanged 0
		SP:Iteration 19F (128160.270000 sec): 3 clusters
  Score: Raw -136376.087834 + Penalty 2405.003093 = -133971.084741
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 34 (7984 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (128160.380000 sec): 2 clusters
  Score: Raw -770068.490683 + Penalty 1460.094158 = -768608.396525
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (128160.540000 sec): 3 clusters
  Score: Raw -765637.320012 + Penalty 2920.188316 = -762717.131696
  nChanged 3372
		SP:Iteration 1F (128160.660000 sec): 3 clusters
  Score: Raw -767397.966103 + Penalty 2920.188316 = -764477.777787
  nChanged 465
		SP:Iteration 2F (128160.790000 sec): 3 clusters
  Score: Raw -767606.000024 + Penalty 2920.188316 = -764685.811708
  nChanged 411
		SP:Iteration 3F (128160.910000 sec): 3 clusters
  Score: Raw -767802.478863 + Penalty 2920.188316 = -764882.290547
  nChanged 361
		SP:Iteration 4Q (128161.040000 sec): 3 clusters
  Score: Raw -768004.220652 + Penalty 2920.188316 = -765084.032336
  nChanged 330
		SP:Iteration 5Q (128161.180000 sec): 3 clusters
  Score: Raw -768243.755693 + Penalty 2920.188316 = -765323.567377
  nChanged 339
		SP:Iteration 6Q (128161.300000 sec): 3 clusters
  Score: Raw -768495.498954 + Penalty 2920.188316 = -765575.310639
  nChanged 333
		SP:Iteration 7Q (128161.420000 sec): 3 clusters
  Score: Raw -768721.627832 + Penalty 2920.188316 = -765801.439516
  nChanged 343
		SP:Iteration 8Q (128161.540000 sec): 3 clusters
  Score: Raw -768936.866880 + Penalty 2920.188316 = -766016.678565
  nChanged 313
		SP:Iteration 9Q (128161.660000 sec): 3 clusters
  Score: Raw -769159.932102 + Penalty 2920.188316 = -766239.743786
  nChanged 302
		SP:Iteration 10Q (128161.780000 sec): 3 clusters
  Score: Raw -769367.691904 + Penalty 2920.188316 = -766447.503589
  nChanged 283
		SP:Iteration 11Q (128161.900000 sec): 3 clusters
  Score: Raw -769576.080880 + Penalty 2920.188316 = -766655.892564
  nChanged 244
		SP:Iteration 12Q (128162.020000 sec): 3 clusters
  Score: Raw -769763.715450 + Penalty 2920.188316 = -766843.527134
  nChanged 203
		SP:Iteration 13Q (128162.130000 sec): 3 clusters
  Score: Raw -769914.538195 + Penalty 2920.188316 = -766994.349879
  nChanged 132
		SP:Iteration 14Q (128162.240000 sec): 3 clusters
  Score: Raw -770010.050924 + Penalty 2920.188316 = -767089.862609
  nChanged 85
		SP:Iteration 15Q (128162.360000 sec): 3 clusters
  Score: Raw -770081.495017 + Penalty 2920.188316 = -767161.306701
  nChanged 80
		SP:Iteration 16Q (128162.470000 sec): 3 clusters
  Score: Raw -770153.092979 + Penalty 2920.188316 = -767232.904663
  nChanged 50
		SP:Iteration 17Q (128162.590000 sec): 3 clusters
  Score: Raw -770192.648929 + Penalty 2920.188316 = -767272.460613
  nChanged 27
		SP:Iteration 18Q (128162.700000 sec): 3 clusters
  Score: Raw -770217.508702 + Penalty 2920.188316 = -767297.320386
  nChanged 19
		SP:Iteration 19Q (128162.830000 sec): 3 clusters
  Score: Raw -770231.486613 + Penalty 2920.188316 = -767311.298298
  nChanged 8
		SP:Iteration 20F (128162.960000 sec): 3 clusters
  Score: Raw -770238.141369 + Penalty 2920.188316 = -767317.953053
  nChanged 4
		SP:Iteration 21Q (128163.080000 sec): 3 clusters
  Score: Raw -770242.606475 + Penalty 2920.188316 = -767322.418160
  nChanged 5
		SP:Iteration 22Q (128163.190000 sec): 3 clusters
  Score: Raw -770246.588841 + Penalty 2920.188316 = -767326.400525
  nChanged 4
		SP:Iteration 23Q (128163.320000 sec): 3 clusters
  Score: Raw -770250.336938 + Penalty 2920.188316 = -767330.148623
  nChanged 5
		SP:Iteration 24Q (128163.440000 sec): 3 clusters
  Score: Raw -770254.684515 + Penalty 2920.188316 = -767334.496199
  nChanged 3
		SP:Iteration 25Q (128163.560000 sec): 3 clusters
  Score: Raw -770257.193610 + Penalty 2920.188316 = -767337.005294
  nChanged 1
		SP:Iteration 26Q (128163.690000 sec): 3 clusters
  Score: Raw -770258.065362 + Penalty 2920.188316 = -767337.877046
  nChanged 1
		SP:Iteration 27Q (128163.810000 sec): 3 clusters
  Score: Raw -770259.555339 + Penalty 2920.188316 = -767339.367023
  nChanged 1
		SP:Iteration 28Q (128163.940000 sec): 3 clusters
  Score: Raw -770259.785626 + Penalty 2920.188316 = -767339.597310
  nChanged 0
		SP:Iteration 29F (128164.070000 sec): 3 clusters
  Score: Raw -770259.785626 + Penalty 2920.188316 = -767339.597310
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 35 (2188 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (128164.140000 sec): 2 clusters
  Score: Raw -183356.865404 + Penalty 1249.745764 = -182107.119640
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (128164.180000 sec): 3 clusters
  Score: Raw -182366.519942 + Penalty 2499.491528 = -179867.028414
  nChanged 796
		SP:Iteration 1F (128164.230000 sec): 3 clusters
  Score: Raw -182845.164845 + Penalty 2499.491528 = -180345.673317
  nChanged 175
		SP:Iteration 2F (128164.270000 sec): 3 clusters
  Score: Raw -183032.387057 + Penalty 2499.491528 = -180532.895529
  nChanged 126
		SP:Iteration 3F (128164.310000 sec): 3 clusters
  Score: Raw -183188.004079 + Penalty 2499.491528 = -180688.512551
  nChanged 146
		SP:Iteration 4F (128164.350000 sec): 3 clusters
  Score: Raw -183337.149485 + Penalty 2499.491528 = -180837.657957
  nChanged 103
		SP:Iteration 5Q (128164.390000 sec): 3 clusters
  Score: Raw -183425.032055 + Penalty 2499.491528 = -180925.540527
  nChanged 86
		SP:Iteration 6Q (128164.440000 sec): 3 clusters
  Score: Raw -183499.140168 + Penalty 2499.491528 = -180999.648640
  nChanged 70
		SP:Iteration 7Q (128164.480000 sec): 3 clusters
  Score: Raw -183550.154449 + Penalty 2499.491528 = -181050.662921
  nChanged 64
		SP:Iteration 8Q (128164.520000 sec): 3 clusters
  Score: Raw -183604.078992 + Penalty 2499.491528 = -181104.587464
  nChanged 53
		SP:Iteration 9Q (128164.560000 sec): 3 clusters
  Score: Raw -183648.237413 + Penalty 2499.491528 = -181148.745885
  nChanged 46
		SP:Iteration 10Q (128164.600000 sec): 3 clusters
  Score: Raw -183698.852218 + Penalty 2499.491528 = -181199.360689
  nChanged 40
		SP:Iteration 11Q (128164.640000 sec): 3 clusters
  Score: Raw -183730.248034 + Penalty 2499.491528 = -181230.756506
  nChanged 31
		SP:Iteration 12Q (128164.690000 sec): 3 clusters
  Score: Raw -183754.242749 + Penalty 2499.491528 = -181254.751221
  nChanged 23
		SP:Iteration 13Q (128164.730000 sec): 3 clusters
  Score: Raw -183779.892732 + Penalty 2499.491528 = -181280.401204
  nChanged 32
		SP:Iteration 14Q (128164.770000 sec): 3 clusters
  Score: Raw -183809.410942 + Penalty 2499.491528 = -181309.919414
  nChanged 24
		SP:Iteration 15Q (128164.810000 sec): 3 clusters
  Score: Raw -183827.737213 + Penalty 2499.491528 = -181328.245685
  nChanged 16
		SP:Iteration 16Q (128164.850000 sec): 3 clusters
  Score: Raw -183839.003730 + Penalty 2499.491528 = -181339.512202
  nChanged 15
		SP:Iteration 17Q (128164.890000 sec): 3 clusters
  Score: Raw -183848.937172 + Penalty 2499.491528 = -181349.445644
  nChanged 19
		SP:Iteration 18Q (128164.930000 sec): 3 clusters
  Score: Raw -183863.462260 + Penalty 2499.491528 = -181363.970732
  nChanged 25
		SP:Iteration 19Q (128164.970000 sec): 3 clusters
  Score: Raw -183888.245990 + Penalty 2499.491528 = -181388.754462
  nChanged 22
		SP:Iteration 20F (128165.010000 sec): 3 clusters
  Score: Raw -183912.296178 + Penalty 2499.491528 = -181412.804649
  nChanged 20
		SP:Iteration 21Q (128165.050000 sec): 3 clusters
  Score: Raw -183925.391119 + Penalty 2499.491528 = -181425.899591
  nChanged 12
		SP:Iteration 22Q (128165.090000 sec): 3 clusters
  Score: Raw -183934.207851 + Penalty 2499.491528 = -181434.716323
  nChanged 11
		SP:Iteration 23Q (128165.140000 sec): 3 clusters
  Score: Raw -183942.445557 + Penalty 2499.491528 = -181442.954029
  nChanged 4
		SP:Iteration 24Q (128165.180000 sec): 3 clusters
  Score: Raw -183947.505126 + Penalty 2499.491528 = -181448.013598
  nChanged 4
		SP:Iteration 25Q (128165.220000 sec): 3 clusters
  Score: Raw -183951.335475 + Penalty 2499.491528 = -181451.843947
  nChanged 4
		SP:Iteration 26Q (128165.260000 sec): 3 clusters
  Score: Raw -183954.488678 + Penalty 2499.491528 = -181454.997150
  nChanged 6
		SP:Iteration 27Q (128165.300000 sec): 3 clusters
  Score: Raw -183959.960951 + Penalty 2499.491528 = -181460.469423
  nChanged 6
		SP:Iteration 28Q (128165.340000 sec): 3 clusters
  Score: Raw -183965.538942 + Penalty 2499.491528 = -181466.047414
  nChanged 8
		SP:Iteration 29Q (128165.380000 sec): 3 clusters
  Score: Raw -183972.403688 + Penalty 2499.491528 = -181472.912159
  nChanged 5
		SP:Iteration 30Q (128165.420000 sec): 3 clusters
  Score: Raw -183977.309301 + Penalty 2499.491528 = -181477.817773
  nChanged 8
		SP:Iteration 31Q (128165.460000 sec): 3 clusters
  Score: Raw -183982.174391 + Penalty 2499.491528 = -181482.682863
  nChanged 5
		SP:Iteration 32Q (128165.490000 sec): 3 clusters
  Score: Raw -183985.693093 + Penalty 2499.491528 = -181486.201565
  nChanged 6
		SP:Iteration 33Q (128165.530000 sec): 3 clusters
  Score: Raw -183990.203516 + Penalty 2499.491528 = -181490.711988
  nChanged 5
		SP:Iteration 34Q (128165.570000 sec): 3 clusters
  Score: Raw -183992.477292 + Penalty 2499.491528 = -181492.985764
  nChanged 5
		SP:Iteration 35Q (128165.610000 sec): 3 clusters
  Score: Raw -183996.056115 + Penalty 2499.491528 = -181496.564587
  nChanged 3
		SP:Iteration 36Q (128165.650000 sec): 3 clusters
  Score: Raw -183997.484679 + Penalty 2499.491528 = -181497.993151
  nChanged 2
		SP:Iteration 37Q (128165.690000 sec): 3 clusters
  Score: Raw -183997.897840 + Penalty 2499.491528 = -181498.406311
  nChanged 1
		SP:Iteration 38Q (128165.730000 sec): 3 clusters
  Score: Raw -183999.213807 + Penalty 2499.491528 = -181499.722279
  nChanged 1
		SP:Iteration 39Q (128165.770000 sec): 3 clusters
  Score: Raw -183999.361614 + Penalty 2499.491528 = -181499.870086
  nChanged 1
		SP:Iteration 40F (128165.810000 sec): 3 clusters
  Score: Raw -184000.937124 + Penalty 2499.491528 = -181501.445596
  nChanged 3
		SP:Iteration 41Q (128165.850000 sec): 3 clusters
  Score: Raw -184002.218965 + Penalty 2499.491528 = -181502.727437
  nChanged 2
		SP:Iteration 42Q (128165.890000 sec): 3 clusters
  Score: Raw -184002.382196 + Penalty 2499.491528 = -181502.890668
  nChanged 0
		SP:Iteration 43F (128165.940000 sec): 3 clusters
  Score: Raw -184002.382196 + Penalty 2499.491528 = -181502.890668
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 36 (449 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (128165.970000 sec): 2 clusters
  Score: Raw -42138.335947 + Penalty 992.391219 = -41145.944728
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (128165.980000 sec): 3 clusters
  Score: Raw -42099.373687 + Penalty 1984.782439 = -40114.591248
  nChanged 86
		SP:Iteration 1F (128165.990000 sec): 3 clusters
  Score: Raw -42229.573408 + Penalty 1984.782439 = -40244.790969
  nChanged 15
		SP:Iteration 2Q (128166.000000 sec): 3 clusters
  Score: Raw -42257.129638 + Penalty 1984.782439 = -40272.347199
  nChanged 11
		SP:Iteration 3Q (128166.010000 sec): 3 clusters
  Score: Raw -42277.007419 + Penalty 1984.782439 = -40292.224980
  nChanged 6
		SP:Iteration 4Q (128166.020000 sec): 3 clusters
  Score: Raw -42292.491198 + Penalty 1984.782439 = -40307.708759
  nChanged 6
		SP:Iteration 5Q (128166.030000 sec): 3 clusters
  Score: Raw -42305.099296 + Penalty 1984.782439 = -40320.316858
  nChanged 2
		SP:Iteration 6Q (128166.040000 sec): 3 clusters
  Score: Raw -42308.751702 + Penalty 1984.782439 = -40323.969263
  nChanged 2
		SP:Iteration 7Q (128166.050000 sec): 3 clusters
  Score: Raw -42312.773121 + Penalty 1984.782439 = -40327.990683
  nChanged 0
		SP:Iteration 8F (128166.060000 sec): 3 clusters
  Score: Raw -42312.773121 + Penalty 1984.782439 = -40327.990683
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 37 (1444 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (128166.110000 sec): 2 clusters
  Score: Raw -126344.795692 + Penalty 1182.215502 = -125162.580190
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (128166.140000 sec): 3 clusters
  Score: Raw -125782.496869 + Penalty 2364.431004 = -123418.065865
  nChanged 475
		SP:Iteration 1F (128166.170000 sec): 3 clusters
  Score: Raw -126147.046950 + Penalty 2364.431004 = -123782.615946
  nChanged 113
		SP:Iteration 2F (128166.200000 sec): 3 clusters
  Score: Raw -126249.976013 + Penalty 2364.431004 = -123885.545009
  nChanged 66
		SP:Iteration 3Q (128166.220000 sec): 3 clusters
  Score: Raw -126304.205178 + Penalty 2364.431004 = -123939.774174
  nChanged 48
		SP:Iteration 4Q (128166.250000 sec): 3 clusters
  Score: Raw -126340.290140 + Penalty 2364.431004 = -123975.859136
  nChanged 28
		SP:Iteration 5Q (128166.280000 sec): 3 clusters
  Score: Raw -126362.518046 + Penalty 2364.431004 = -123998.087042
  nChanged 21
		SP:Iteration 6Q (128166.310000 sec): 3 clusters
  Score: Raw -126377.057269 + Penalty 2364.431004 = -124012.626265
  nChanged 17
		SP:Iteration 7Q (128166.340000 sec): 3 clusters
  Score: Raw -126389.150286 + Penalty 2364.431004 = -124024.719283
  nChanged 17
		SP:Iteration 8Q (128166.370000 sec): 3 clusters
  Score: Raw -126398.559360 + Penalty 2364.431004 = -124034.128356
  nChanged 13
		SP:Iteration 9Q (128166.400000 sec): 3 clusters
  Score: Raw -126407.435959 + Penalty 2364.431004 = -124043.004956
  nChanged 14
		SP:Iteration 10Q (128166.420000 sec): 3 clusters
  Score: Raw -126415.513805 + Penalty 2364.431004 = -124051.082801
  nChanged 15
		SP:Iteration 11Q (128166.450000 sec): 3 clusters
  Score: Raw -126426.234740 + Penalty 2364.431004 = -124061.803737
  nChanged 14
		SP:Iteration 12Q (128166.480000 sec): 3 clusters
  Score: Raw -126436.920264 + Penalty 2364.431004 = -124072.489261
  nChanged 17
		SP:Iteration 13Q (128166.510000 sec): 3 clusters
  Score: Raw -126449.008437 + Penalty 2364.431004 = -124084.577434
  nChanged 16
		SP:Iteration 14Q (128166.540000 sec): 3 clusters
  Score: Raw -126462.819418 + Penalty 2364.431004 = -124098.388414
  nChanged 16
		SP:Iteration 15Q (128166.570000 sec): 3 clusters
  Score: Raw -126472.883650 + Penalty 2364.431004 = -124108.452646
  nChanged 10
		SP:Iteration 16Q (128166.600000 sec): 3 clusters
  Score: Raw -126477.872597 + Penalty 2364.431004 = -124113.441593
  nChanged 5
		SP:Iteration 17Q (128166.620000 sec): 3 clusters
  Score: Raw -126480.349148 + Penalty 2364.431004 = -124115.918144
  nChanged 5
		SP:Iteration 18Q (128166.650000 sec): 3 clusters
  Score: Raw -126483.183323 + Penalty 2364.431004 = -124118.752319
  nChanged 6
		SP:Iteration 19Q (128166.680000 sec): 3 clusters
  Score: Raw -126487.271788 + Penalty 2364.431004 = -124122.840784
  nChanged 4
		SP:Iteration 20F (128166.710000 sec): 3 clusters
  Score: Raw -126489.189645 + Penalty 2364.431004 = -124124.758641
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 38 (4961 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (128166.790000 sec): 2 clusters
  Score: Raw -445230.491448 + Penalty 1382.771424 = -443847.720024
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (128166.890000 sec): 3 clusters
  Score: Raw -442759.871050 + Penalty 2765.542849 = -439994.328201
  nChanged 1995
		SP:Iteration 1F (128166.980000 sec): 3 clusters
  Score: Raw -443881.835581 + Penalty 2765.542849 = -441116.292732
  nChanged 381
		SP:Iteration 2F (128167.080000 sec): 3 clusters
  Score: Raw -444096.997672 + Penalty 2765.542849 = -441331.454823
  nChanged 291
		SP:Iteration 3F (128167.160000 sec): 3 clusters
  Score: Raw -444272.702639 + Penalty 2765.542849 = -441507.159790
  nChanged 243
		SP:Iteration 4Q (128167.260000 sec): 3 clusters
  Score: Raw -444432.898457 + Penalty 2765.542849 = -441667.355608
  nChanged 274
		SP:Iteration 5F (128167.350000 sec): 3 clusters
  Score: Raw -444684.489275 + Penalty 2765.542849 = -441918.946426
  nChanged 352
		SP:Iteration 6F (128167.440000 sec): 3 clusters
  Score: Raw -445085.289839 + Penalty 2765.542849 = -442319.746990
  nChanged 381
		SP:Iteration 7F (128167.530000 sec): 3 clusters
  Score: Raw -445592.369850 + Penalty 2765.542849 = -442826.827001
  nChanged 382
		SP:Iteration 8F (128167.620000 sec): 3 clusters
  Score: Raw -446045.059669 + Penalty 2765.542849 = -443279.516820
  nChanged 251
		SP:Iteration 9F (128167.710000 sec): 3 clusters
  Score: Raw -446281.292090 + Penalty 2765.542849 = -443515.749241
  nChanged 156
		SP:Iteration 10Q (128167.800000 sec): 3 clusters
  Score: Raw -446401.074559 + Penalty 2765.542849 = -443635.531710
  nChanged 105
		SP:Iteration 11Q (128167.890000 sec): 3 clusters
  Score: Raw -446453.855033 + Penalty 2765.542849 = -443688.312184
  nChanged 63
		SP:Iteration 12Q (128167.980000 sec): 3 clusters
  Score: Raw -446484.890181 + Penalty 2765.542849 = -443719.347332
  nChanged 47
		SP:Iteration 13Q (128168.080000 sec): 3 clusters
  Score: Raw -446503.358190 + Penalty 2765.542849 = -443737.815341
  nChanged 25
		SP:Iteration 14Q (128168.160000 sec): 3 clusters
  Score: Raw -446512.692900 + Penalty 2765.542849 = -443747.150051
  nChanged 18
		SP:Iteration 15Q (128168.260000 sec): 3 clusters
  Score: Raw -446519.475322 + Penalty 2765.542849 = -443753.932473
  nChanged 18
		SP:Iteration 16Q (128168.350000 sec): 3 clusters
  Score: Raw -446524.857570 + Penalty 2765.542849 = -443759.314721
  nChanged 7
		SP:Iteration 17Q (128168.440000 sec): 3 clusters
  Score: Raw -446527.141677 + Penalty 2765.542849 = -443761.598828
  nChanged 13
		SP:Iteration 18Q (128168.530000 sec): 3 clusters
  Score: Raw -446530.240159 + Penalty 2765.542849 = -443764.697310
  nChanged 9
		SP:Iteration 19Q (128168.620000 sec): 3 clusters
  Score: Raw -446532.638133 + Penalty 2765.542849 = -443767.095284
  nChanged 10
		SP:Iteration 20F (128168.710000 sec): 3 clusters
  Score: Raw -446534.469025 + Penalty 2765.542849 = -443768.926176
  nChanged 5
		SP:Iteration 21Q (128168.800000 sec): 3 clusters
  Score: Raw -446535.299764 + Penalty 2765.542849 = -443769.756915
  nChanged 3
		SP:Iteration 22Q (128168.890000 sec): 3 clusters
  Score: Raw -446535.649720 + Penalty 2765.542849 = -443770.106871
  nChanged 4
		SP:Iteration 23Q (128168.980000 sec): 3 clusters
  Score: Raw -446536.255271 + Penalty 2765.542849 = -443770.712422
  nChanged 4
		SP:Iteration 24Q (128169.070000 sec): 3 clusters
  Score: Raw -446536.633588 + Penalty 2765.542849 = -443771.090739
  nChanged 0
		SP:Iteration 25F (128169.160000 sec): 3 clusters
  Score: Raw -446536.633588 + Penalty 2765.542849 = -443771.090739
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 39 (1649 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (128169.220000 sec): 2 clusters
  Score: Raw -130955.644025 + Penalty 1203.787702 = -129751.856322
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (128169.260000 sec): 3 clusters
  Score: Raw -130324.385166 + Penalty 2407.575405 = -127916.809761
  nChanged 577
		SP:Iteration 1F (128169.280000 sec): 3 clusters
  Score: Raw -130776.994718 + Penalty 2407.575405 = -128369.419313
  nChanged 113
		SP:Iteration 2F (128169.320000 sec): 3 clusters
  Score: Raw -130857.033315 + Penalty 2407.575405 = -128449.457911
  nChanged 58
		SP:Iteration 3Q (128169.350000 sec): 3 clusters
  Score: Raw -130900.850380 + Penalty 2407.575405 = -128493.274975
  nChanged 59
		SP:Iteration 4Q (128169.380000 sec): 3 clusters
  Score: Raw -130952.100121 + Penalty 2407.575405 = -128544.524716
  nChanged 51
		SP:Iteration 5Q (128169.410000 sec): 3 clusters
  Score: Raw -130996.878252 + Penalty 2407.575405 = -128589.302847
  nChanged 27
		SP:Iteration 6Q (128169.440000 sec): 3 clusters
  Score: Raw -131021.791081 + Penalty 2407.575405 = -128614.215676
  nChanged 33
		SP:Iteration 7Q (128169.480000 sec): 3 clusters
  Score: Raw -131047.062300 + Penalty 2407.575405 = -128639.486895
  nChanged 29
		SP:Iteration 8Q (128169.500000 sec): 3 clusters
  Score: Raw -131076.473188 + Penalty 2407.575405 = -128668.897783
  nChanged 32
		SP:Iteration 9Q (128169.540000 sec): 3 clusters
  Score: Raw -131107.415669 + Penalty 2407.575405 = -128699.840264
  nChanged 28
		SP:Iteration 10Q (128169.570000 sec): 3 clusters
  Score: Raw -131123.900999 + Penalty 2407.575405 = -128716.325594
  nChanged 15
		SP:Iteration 11Q (128169.600000 sec): 3 clusters
  Score: Raw -131131.860285 + Penalty 2407.575405 = -128724.284880
  nChanged 7
		SP:Iteration 12Q (128169.630000 sec): 3 clusters
  Score: Raw -131135.555394 + Penalty 2407.575405 = -128727.979989
  nChanged 6
		SP:Iteration 13Q (128169.660000 sec): 3 clusters
  Score: Raw -131140.615581 + Penalty 2407.575405 = -128733.040176
  nChanged 8
		SP:Iteration 14Q (128169.700000 sec): 3 clusters
  Score: Raw -131144.196860 + Penalty 2407.575405 = -128736.621455
  nChanged 5
		SP:Iteration 15Q (128169.730000 sec): 3 clusters
  Score: Raw -131148.730003 + Penalty 2407.575405 = -128741.154598
  nChanged 10
		SP:Iteration 16Q (128169.760000 sec): 3 clusters
  Score: Raw -131152.891295 + Penalty 2407.575405 = -128745.315890
  nChanged 5
		SP:Iteration 17Q (128169.790000 sec): 3 clusters
  Score: Raw -131156.197741 + Penalty 2407.575405 = -128748.622337
  nChanged 6
		SP:Iteration 18Q (128169.820000 sec): 3 clusters
  Score: Raw -131162.968651 + Penalty 2407.575405 = -128755.393246
  nChanged 7
		SP:Iteration 19Q (128169.850000 sec): 3 clusters
  Score: Raw -131169.834506 + Penalty 2407.575405 = -128762.259101
  nChanged 13
		SP:Iteration 20F (128169.880000 sec): 3 clusters
  Score: Raw -131186.179772 + Penalty 2407.575405 = -128778.604367
  nChanged 14
		SP:Iteration 21Q (128169.920000 sec): 3 clusters
  Score: Raw -131200.666964 + Penalty 2407.575405 = -128793.091559
  nChanged 15
		SP:Iteration 22Q (128169.950000 sec): 3 clusters
  Score: Raw -131219.304662 + Penalty 2407.575405 = -128811.729257
  nChanged 17
		SP:Iteration 23Q (128169.980000 sec): 3 clusters
  Score: Raw -131237.167492 + Penalty 2407.575405 = -128829.592087
  nChanged 11
		SP:Iteration 24Q (128170.010000 sec): 3 clusters
  Score: Raw -131245.242687 + Penalty 2407.575405 = -128837.667282
  nChanged 9
		SP:Iteration 25Q (128170.040000 sec): 3 clusters
  Score: Raw -131250.640687 + Penalty 2407.575405 = -128843.065282
  nChanged 7
		SP:Iteration 26Q (128170.070000 sec): 3 clusters
  Score: Raw -131254.602088 + Penalty 2407.575405 = -128847.026683
  nChanged 4
		SP:Iteration 27Q (128170.100000 sec): 3 clusters
  Score: Raw -131257.941747 + Penalty 2407.575405 = -128850.366343
  nChanged 3
		SP:Iteration 28Q (128170.140000 sec): 3 clusters
  Score: Raw -131261.205639 + Penalty 2407.575405 = -128853.630234
  nChanged 4
		SP:Iteration 29Q (128170.170000 sec): 3 clusters
  Score: Raw -131264.876344 + Penalty 2407.575405 = -128857.300939
  nChanged 5
		SP:Iteration 30Q (128170.200000 sec): 3 clusters
  Score: Raw -131269.462129 + Penalty 2407.575405 = -128861.886724
  nChanged 5
		SP:Iteration 31Q (128170.230000 sec): 3 clusters
  Score: Raw -131274.943186 + Penalty 2407.575405 = -128867.367781
  nChanged 12
		SP:Iteration 32Q (128170.260000 sec): 3 clusters
  Score: Raw -131281.404190 + Penalty 2407.575405 = -128873.828785
  nChanged 5
		SP:Iteration 33Q (128170.290000 sec): 3 clusters
  Score: Raw -131286.842439 + Penalty 2407.575405 = -128879.267034
  nChanged 4
		SP:Iteration 34Q (128170.320000 sec): 3 clusters
  Score: Raw -131289.531204 + Penalty 2407.575405 = -128881.955799
  nChanged 1
		SP:Iteration 35Q (128170.360000 sec): 3 clusters
  Score: Raw -131290.515757 + Penalty 2407.575405 = -128882.940352
  nChanged 2
		SP:Iteration 36Q (128170.390000 sec): 3 clusters
  Score: Raw -131291.739821 + Penalty 2407.575405 = -128884.164416
  nChanged 1
		SP:Iteration 37Q (128170.420000 sec): 3 clusters
  Score: Raw -131292.714657 + Penalty 2407.575405 = -128885.139252
  nChanged 1
		SP:Iteration 38Q (128170.450000 sec): 3 clusters
  Score: Raw -131293.072293 + Penalty 2407.575405 = -128885.496888
  nChanged 1
		SP:Iteration 39Q (128170.480000 sec): 3 clusters
  Score: Raw -131293.625195 + Penalty 2407.575405 = -128886.049790
  nChanged 0
		SP:Iteration 40F (128170.510000 sec): 3 clusters
  Score: Raw -131293.625195 + Penalty 2407.575405 = -128886.049790
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 40 (23392 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (128170.720000 sec): 2 clusters
  Score: Raw -2208901.772212 + Penalty 1634.774271 = -2207266.997941
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (128171.040000 sec): 3 clusters
  Score: Raw -2194814.796536 + Penalty 3269.548543 = -2191545.247993
  nChanged 10595
		SP:Iteration 1F (128171.310000 sec): 3 clusters
  Score: Raw -2200355.571231 + Penalty 3269.548543 = -2197086.022688
  nChanged 964
		SP:Iteration 2Q (128171.590000 sec): 3 clusters
  Score: Raw -2200638.660451 + Penalty 3269.548543 = -2197369.111908
  nChanged 893
		SP:Iteration 3Q (128171.890000 sec): 3 clusters
  Score: Raw -2200911.022222 + Penalty 3269.548543 = -2197641.473679
  nChanged 867
		SP:Iteration 4Q (128172.180000 sec): 3 clusters
  Score: Raw -2201213.023204 + Penalty 3269.548543 = -2197943.474661
  nChanged 894
		SP:Iteration 5Q (128172.460000 sec): 3 clusters
  Score: Raw -2201532.504410 + Penalty 3269.548543 = -2198262.955868
  nChanged 874
		SP:Iteration 6Q (128172.780000 sec): 3 clusters
  Score: Raw -2201864.065472 + Penalty 3269.548543 = -2198594.516929
  nChanged 861
		SP:Iteration 7Q (128173.060000 sec): 3 clusters
  Score: Raw -2202210.441938 + Penalty 3269.548543 = -2198940.893395
  nChanged 936
		SP:Iteration 8Q (128173.340000 sec): 3 clusters
  Score: Raw -2202613.102239 + Penalty 3269.548543 = -2199343.553696
  nChanged 1041
		SP:Iteration 9Q (128173.650000 sec): 3 clusters
  Score: Raw -2203155.293054 + Penalty 3269.548543 = -2199885.744511
  nChanged 1218
		SP:Iteration 10F (128173.920000 sec): 3 clusters
  Score: Raw -2203898.001782 + Penalty 3269.548543 = -2200628.453239
  nChanged 1359
		SP:Iteration 11F (128174.180000 sec): 3 clusters
  Score: Raw -2204856.668443 + Penalty 3269.548543 = -2201587.119900
  nChanged 1430
		SP:Iteration 12F (128174.450000 sec): 3 clusters
  Score: Raw -2205967.944171 + Penalty 3269.548543 = -2202698.395629
  nChanged 1294
		SP:Iteration 13F (128174.720000 sec): 3 clusters
  Score: Raw -2207034.025096 + Penalty 3269.548543 = -2203764.476554
  nChanged 1031
		SP:Iteration 14Q (128174.980000 sec): 3 clusters
  Score: Raw -2207916.278480 + Penalty 3269.548543 = -2204646.729937
  nChanged 674
		SP:Iteration 15Q (128175.240000 sec): 3 clusters
  Score: Raw -2208488.487892 + Penalty 3269.548543 = -2205218.939349
  nChanged 382
		SP:Iteration 16Q (128175.500000 sec): 3 clusters
  Score: Raw -2208796.010561 + Penalty 3269.548543 = -2205526.462018
  nChanged 194
		SP:Iteration 17Q (128175.770000 sec): 3 clusters
  Score: Raw -2208954.379563 + Penalty 3269.548543 = -2205684.831020
  nChanged 99
		SP:Iteration 18Q (128176.010000 sec): 3 clusters
  Score: Raw -2209038.595285 + Penalty 3269.548543 = -2205769.046742
  nChanged 57
		SP:Iteration 19Q (128176.290000 sec): 3 clusters
  Score: Raw -2209093.495971 + Penalty 3269.548543 = -2205823.947428
  nChanged 39
		SP:Iteration 20F (128176.610000 sec): 3 clusters
  Score: Raw -2209128.431101 + Penalty 3269.548543 = -2205858.882558
  nChanged 23
		SP:Iteration 21Q (128176.870000 sec): 3 clusters
  Score: Raw -2209149.753186 + Penalty 3269.548543 = -2205880.204643
  nChanged 15
		SP:Iteration 22Q (128177.110000 sec): 3 clusters
  Score: Raw -2209161.674791 + Penalty 3269.548543 = -2205892.126248
  nChanged 11
		SP:Iteration 23Q (128177.390000 sec): 3 clusters
  Score: Raw -2209175.260997 + Penalty 3269.548543 = -2205905.712454
  nChanged 8
		SP:Iteration 24Q (128177.630000 sec): 3 clusters
  Score: Raw -2209184.341692 + Penalty 3269.548543 = -2205914.793149
  nChanged 4
		SP:Iteration 25Q (128177.920000 sec): 3 clusters
  Score: Raw -2209190.299126 + Penalty 3269.548543 = -2205920.750583
  nChanged 4
		SP:Iteration 26Q (128178.210000 sec): 3 clusters
  Score: Raw -2209196.545852 + Penalty 3269.548543 = -2205926.997310
  nChanged 5
		SP:Iteration 27Q (128178.450000 sec): 3 clusters
  Score: Raw -2209202.085637 + Penalty 3269.548543 = -2205932.537094
  nChanged 5
		SP:Iteration 28Q (128178.740000 sec): 3 clusters
  Score: Raw -2209207.676073 + Penalty 3269.548543 = -2205938.127530
  nChanged 5
		SP:Iteration 29Q (128179.020000 sec): 3 clusters
  Score: Raw -2209213.225503 + Penalty 3269.548543 = -2205943.676960
  nChanged 3
		SP:Iteration 30Q (128179.320000 sec): 3 clusters
  Score: Raw -2209215.889185 + Penalty 3269.548543 = -2205946.340642
  nChanged 3
		SP:Iteration 31Q (128179.560000 sec): 3 clusters
  Score: Raw -2209218.948785 + Penalty 3269.548543 = -2205949.400242
  nChanged 3
		SP:Iteration 32Q (128179.840000 sec): 3 clusters
  Score: Raw -2209221.032334 + Penalty 3269.548543 = -2205951.483792
  nChanged 1
		SP:Iteration 33Q (128180.120000 sec): 3 clusters
  Score: Raw -2209221.602546 + Penalty 3269.548543 = -2205952.054003
  nChanged 0
		SP:Iteration 34F (128180.390000 sec): 3 clusters
  Score: Raw -2209221.602546 + Penalty 3269.548543 = -2205952.054003
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 41 (2958 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (128180.450000 sec): 2 clusters
  Score: Raw -244878.638297 + Penalty 1298.743655 = -243579.894642
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (128180.520000 sec): 3 clusters
  Score: Raw -243465.031472 + Penalty 2597.487309 = -240867.544163
  nChanged 1114
		SP:Iteration 1F (128180.570000 sec): 3 clusters
  Score: Raw -244138.094332 + Penalty 2597.487309 = -241540.607023
  nChanged 243
		SP:Iteration 2F (128180.630000 sec): 3 clusters
  Score: Raw -244307.797580 + Penalty 2597.487309 = -241710.310271
  nChanged 170
		SP:Iteration 3F (128180.690000 sec): 3 clusters
  Score: Raw -244452.935272 + Penalty 2597.487309 = -241855.447963
  nChanged 144
		SP:Iteration 4Q (128180.750000 sec): 3 clusters
  Score: Raw -244570.041874 + Penalty 2597.487309 = -241972.554565
  nChanged 134
		SP:Iteration 5Q (128180.810000 sec): 3 clusters
  Score: Raw -244676.972730 + Penalty 2597.487309 = -242079.485421
  nChanged 121
		SP:Iteration 6Q (128180.860000 sec): 3 clusters
  Score: Raw -244768.364242 + Penalty 2597.487309 = -242170.876933
  nChanged 133
		SP:Iteration 7Q (128180.920000 sec): 3 clusters
  Score: Raw -244885.010651 + Penalty 2597.487309 = -242287.523342
  nChanged 137
		SP:Iteration 8Q (128180.980000 sec): 3 clusters
  Score: Raw -245016.988173 + Penalty 2597.487309 = -242419.500864
  nChanged 124
		SP:Iteration 9Q (128181.040000 sec): 3 clusters
  Score: Raw -245163.512710 + Penalty 2597.487309 = -242566.025401
  nChanged 127
		SP:Iteration 10Q (128181.100000 sec): 3 clusters
  Score: Raw -245295.449749 + Penalty 2597.487309 = -242697.962440
  nChanged 110
		SP:Iteration 11Q (128181.160000 sec): 3 clusters
  Score: Raw -245390.586798 + Penalty 2597.487309 = -242793.099489
  nChanged 81
		SP:Iteration 12Q (128181.210000 sec): 3 clusters
  Score: Raw -245454.974478 + Penalty 2597.487309 = -242857.487169
  nChanged 65
		SP:Iteration 13Q (128181.270000 sec): 3 clusters
  Score: Raw -245511.145646 + Penalty 2597.487309 = -242913.658337
  nChanged 52
		SP:Iteration 14Q (128181.330000 sec): 3 clusters
  Score: Raw -245548.220903 + Penalty 2597.487309 = -242950.733594
  nChanged 34
		SP:Iteration 15Q (128181.380000 sec): 3 clusters
  Score: Raw -245567.311140 + Penalty 2597.487309 = -242969.823831
  nChanged 16
		SP:Iteration 16Q (128181.440000 sec): 3 clusters
  Score: Raw -245574.491377 + Penalty 2597.487309 = -242977.004068
  nChanged 13
		SP:Iteration 17Q (128181.500000 sec): 3 clusters
  Score: Raw -245581.037363 + Penalty 2597.487309 = -242983.550054
  nChanged 8
		SP:Iteration 18Q (128181.560000 sec): 3 clusters
  Score: Raw -245584.843781 + Penalty 2597.487309 = -242987.356472
  nChanged 7
		SP:Iteration 19Q (128181.610000 sec): 3 clusters
  Score: Raw -245588.600960 + Penalty 2597.487309 = -242991.113651
  nChanged 4
		SP:Iteration 20F (128181.670000 sec): 3 clusters
  Score: Raw -245591.325408 + Penalty 2597.487309 = -242993.838099
  nChanged 6
		SP:Iteration 21Q (128181.730000 sec): 3 clusters
  Score: Raw -245595.500204 + Penalty 2597.487309 = -242998.012895
  nChanged 6
		SP:Iteration 22Q (128181.780000 sec): 3 clusters
  Score: Raw -245599.072105 + Penalty 2597.487309 = -243001.584796
  nChanged 2
		SP:Iteration 23Q (128181.840000 sec): 3 clusters
  Score: Raw -245600.596206 + Penalty 2597.487309 = -243003.108897
  nChanged 3
		SP:Iteration 24Q (128181.900000 sec): 3 clusters
  Score: Raw -245601.810587 + Penalty 2597.487309 = -243004.323278
  nChanged 2
		SP:Iteration 25Q (128181.960000 sec): 3 clusters
  Score: Raw -245602.428929 + Penalty 2597.487309 = -243004.941620
  nChanged 1
		SP:Iteration 26Q (128182.020000 sec): 3 clusters
  Score: Raw -245602.778303 + Penalty 2597.487309 = -243005.290994
  nChanged 1
		SP:Iteration 27Q (128182.070000 sec): 3 clusters
  Score: Raw -245602.884326 + Penalty 2597.487309 = -243005.397017
  nChanged 1
		SP:Iteration 28Q (128182.130000 sec): 3 clusters
  Score: Raw -245603.275723 + Penalty 2597.487309 = -243005.788414
  nChanged 1
		SP:Iteration 29Q (128182.190000 sec): 3 clusters
  Score: Raw -245603.747968 + Penalty 2597.487309 = -243006.260659
  nChanged 0
		SP:Iteration 30F (128182.240000 sec): 3 clusters
  Score: Raw -245603.747968 + Penalty 2597.487309 = -243006.260659
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 42 (816 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (128182.290000 sec): 2 clusters
  Score: Raw -58394.381075 + Penalty 1089.467333 = -57304.913742
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (128182.310000 sec): 3 clusters
  Score: Raw -58248.410878 + Penalty 2178.934665 = -56069.476213
  nChanged 233
		SP:Iteration 1F (128182.330000 sec): 3 clusters
  Score: Raw -58583.426282 + Penalty 2178.934665 = -56404.491617
  nChanged 72
		SP:Iteration 2F (128182.340000 sec): 3 clusters
  Score: Raw -58705.579558 + Penalty 2178.934665 = -56526.644893
  nChanged 55
		SP:Iteration 3F (128182.360000 sec): 3 clusters
  Score: Raw -58818.182369 + Penalty 2178.934665 = -56639.247704
  nChanged 39
		SP:Iteration 4Q (128182.380000 sec): 3 clusters
  Score: Raw -58913.236128 + Penalty 2178.934665 = -56734.301463
  nChanged 30
		SP:Iteration 5Q (128182.390000 sec): 3 clusters
  Score: Raw -58979.094490 + Penalty 2178.934665 = -56800.159824
  nChanged 19
		SP:Iteration 6Q (128182.410000 sec): 3 clusters
  Score: Raw -59019.905266 + Penalty 2178.934665 = -56840.970600
  nChanged 19
		SP:Iteration 7Q (128182.420000 sec): 3 clusters
  Score: Raw -59059.378662 + Penalty 2178.934665 = -56880.443996
  nChanged 14
		SP:Iteration 8Q (128182.440000 sec): 3 clusters
  Score: Raw -59080.596660 + Penalty 2178.934665 = -56901.661995
  nChanged 8
		SP:Iteration 9Q (128182.460000 sec): 3 clusters
  Score: Raw -59092.071466 + Penalty 2178.934665 = -56913.136801
  nChanged 5
		SP:Iteration 10Q (128182.470000 sec): 3 clusters
  Score: Raw -59098.560611 + Penalty 2178.934665 = -56919.625945
  nChanged 2
		SP:Iteration 11Q (128182.490000 sec): 3 clusters
  Score: Raw -59104.274938 + Penalty 2178.934665 = -56925.340272
  nChanged 5
		SP:Iteration 12Q (128182.500000 sec): 3 clusters
  Score: Raw -59127.361080 + Penalty 2178.934665 = -56948.426414
  nChanged 8
		SP:Iteration 13Q (128182.520000 sec): 3 clusters
  Score: Raw -59148.029266 + Penalty 2178.934665 = -56969.094601
  nChanged 8
		SP:Iteration 14Q (128182.540000 sec): 3 clusters
  Score: Raw -59169.594090 + Penalty 2178.934665 = -56990.659425
  nChanged 6
		SP:Iteration 15Q (128182.550000 sec): 3 clusters
  Score: Raw -59201.866162 + Penalty 2178.934665 = -57022.931496
  nChanged 7
		SP:Iteration 16Q (128182.560000 sec): 3 clusters
  Score: Raw -59214.058371 + Penalty 2178.934665 = -57035.123706
  nChanged 7
		SP:Iteration 17Q (128182.580000 sec): 3 clusters
  Score: Raw -59223.669914 + Penalty 2178.934665 = -57044.735248
  nChanged 7
		SP:Iteration 18Q (128182.600000 sec): 3 clusters
  Score: Raw -59233.599546 + Penalty 2178.934665 = -57054.664880
  nChanged 3
		SP:Iteration 19Q (128182.610000 sec): 3 clusters
  Score: Raw -59239.660240 + Penalty 2178.934665 = -57060.725575
  nChanged 2
		SP:Iteration 20F (128182.630000 sec): 3 clusters
  Score: Raw -59245.951637 + Penalty 2178.934665 = -57067.016972
  nChanged 2
		SP:Iteration 21Q (128182.640000 sec): 3 clusters
  Score: Raw -59256.670874 + Penalty 2178.934665 = -57077.736208
  nChanged 1
		SP:Iteration 22Q (128182.660000 sec): 3 clusters
  Score: Raw -59258.986584 + Penalty 2178.934665 = -57080.051919
  nChanged 0
		SP:Iteration 23F (128182.680000 sec): 3 clusters
  Score: Raw -59258.986584 + Penalty 2178.934665 = -57080.051919
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 43 (813 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (128182.720000 sec): 2 clusters
  Score: Raw -67698.515717 + Penalty 1088.868805 = -66609.646912
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (128182.730000 sec): 3 clusters
  Score: Raw -67533.446244 + Penalty 2177.737611 = -65355.708633
  nChanged 235
		SP:Iteration 1F (128182.750000 sec): 3 clusters
  Score: Raw -67733.411280 + Penalty 2177.737611 = -65555.673669
  nChanged 47
		SP:Iteration 2F (128182.760000 sec): 3 clusters
  Score: Raw -67790.553930 + Penalty 2177.737611 = -65612.816320
  nChanged 29
		SP:Iteration 3Q (128182.780000 sec): 3 clusters
  Score: Raw -67833.267037 + Penalty 2177.737611 = -65655.529426
  nChanged 20
		SP:Iteration 4Q (128182.800000 sec): 3 clusters
  Score: Raw -67857.056367 + Penalty 2177.737611 = -65679.318756
  nChanged 16
		SP:Iteration 5Q (128182.810000 sec): 3 clusters
  Score: Raw -67872.217359 + Penalty 2177.737611 = -65694.479748
  nChanged 14
		SP:Iteration 6Q (128182.830000 sec): 3 clusters
  Score: Raw -67889.215008 + Penalty 2177.737611 = -65711.477397
  nChanged 11
		SP:Iteration 7Q (128182.850000 sec): 3 clusters
  Score: Raw -67895.769534 + Penalty 2177.737611 = -65718.031924
  nChanged 4
		SP:Iteration 8Q (128182.860000 sec): 3 clusters
  Score: Raw -67898.716383 + Penalty 2177.737611 = -65720.978772
  nChanged 2
		SP:Iteration 9Q (128182.880000 sec): 3 clusters
  Score: Raw -67902.677799 + Penalty 2177.737611 = -65724.940188
  nChanged 3
		SP:Iteration 10Q (128182.900000 sec): 3 clusters
  Score: Raw -67904.826720 + Penalty 2177.737611 = -65727.089110
  nChanged 4
		SP:Iteration 11Q (128182.910000 sec): 3 clusters
  Score: Raw -67908.235841 + Penalty 2177.737611 = -65730.498231
  nChanged 2
		SP:Iteration 12Q (128182.930000 sec): 3 clusters
  Score: Raw -67910.703915 + Penalty 2177.737611 = -65732.966304
  nChanged 3
		SP:Iteration 13Q (128182.940000 sec): 3 clusters
  Score: Raw -67920.072252 + Penalty 2177.737611 = -65742.334641
  nChanged 7
		SP:Iteration 14Q (128182.960000 sec): 3 clusters
  Score: Raw -67931.921747 + Penalty 2177.737611 = -65754.184137
  nChanged 5
		SP:Iteration 15Q (128182.980000 sec): 3 clusters
  Score: Raw -67939.449039 + Penalty 2177.737611 = -65761.711428
  nChanged 6
		SP:Iteration 16Q (128182.990000 sec): 3 clusters
  Score: Raw -67945.686536 + Penalty 2177.737611 = -65767.948926
  nChanged 4
		SP:Iteration 17Q (128183.010000 sec): 3 clusters
  Score: Raw -67949.872300 + Penalty 2177.737611 = -65772.134690
  nChanged 4
		SP:Iteration 18Q (128183.020000 sec): 3 clusters
  Score: Raw -67952.918044 + Penalty 2177.737611 = -65775.180434
  nChanged 0
		SP:Iteration 19F (128183.040000 sec): 3 clusters
  Score: Raw -67952.918044 + Penalty 2177.737611 = -65775.180434
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 44 (1683 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (128183.100000 sec): 2 clusters
  Score: Raw -149936.783817 + Penalty 1207.104144 = -148729.679673
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (128183.140000 sec): 3 clusters
  Score: Raw -149296.295653 + Penalty 2414.208288 = -146882.087365
  nChanged 600
		SP:Iteration 1F (128183.170000 sec): 3 clusters
  Score: Raw -149668.582847 + Penalty 2414.208288 = -147254.374559
  nChanged 118
		SP:Iteration 2F (128183.210000 sec): 3 clusters
  Score: Raw -149745.226067 + Penalty 2414.208288 = -147331.017779
  nChanged 62
		SP:Iteration 3Q (128183.240000 sec): 3 clusters
  Score: Raw -149799.887928 + Penalty 2414.208288 = -147385.679640
  nChanged 52
		SP:Iteration 4Q (128183.280000 sec): 3 clusters
  Score: Raw -149844.987510 + Penalty 2414.208288 = -147430.779222
  nChanged 50
		SP:Iteration 5Q (128183.310000 sec): 3 clusters
  Score: Raw -149884.320754 + Penalty 2414.208288 = -147470.112466
  nChanged 35
		SP:Iteration 6Q (128183.340000 sec): 3 clusters
  Score: Raw -149910.819083 + Penalty 2414.208288 = -147496.610795
  nChanged 38
		SP:Iteration 7Q (128183.380000 sec): 3 clusters
  Score: Raw -149938.384539 + Penalty 2414.208288 = -147524.176251
  nChanged 45
		SP:Iteration 8Q (128183.410000 sec): 3 clusters
  Score: Raw -149970.153455 + Penalty 2414.208288 = -147555.945167
  nChanged 50
		SP:Iteration 9Q (128183.450000 sec): 3 clusters
  Score: Raw -150019.004593 + Penalty 2414.208288 = -147604.796305
  nChanged 53
		SP:Iteration 10Q (128183.480000 sec): 3 clusters
  Score: Raw -150072.809634 + Penalty 2414.208288 = -147658.601346
  nChanged 46
		SP:Iteration 11Q (128183.520000 sec): 3 clusters
  Score: Raw -150114.187776 + Penalty 2414.208288 = -147699.979487
  nChanged 43
		SP:Iteration 12Q (128183.550000 sec): 3 clusters
  Score: Raw -150155.561064 + Penalty 2414.208288 = -147741.352776
  nChanged 30
		SP:Iteration 13Q (128183.580000 sec): 3 clusters
  Score: Raw -150182.054186 + Penalty 2414.208288 = -147767.845898
  nChanged 25
		SP:Iteration 14Q (128183.620000 sec): 3 clusters
  Score: Raw -150208.201044 + Penalty 2414.208288 = -147793.992756
  nChanged 24
		SP:Iteration 15Q (128183.650000 sec): 3 clusters
  Score: Raw -150228.017787 + Penalty 2414.208288 = -147813.809499
  nChanged 20
		SP:Iteration 16Q (128183.680000 sec): 3 clusters
  Score: Raw -150244.011113 + Penalty 2414.208288 = -147829.802825
  nChanged 13
		SP:Iteration 17Q (128183.720000 sec): 3 clusters
  Score: Raw -150259.152017 + Penalty 2414.208288 = -147844.943729
  nChanged 11
		SP:Iteration 18Q (128183.750000 sec): 3 clusters
  Score: Raw -150267.910855 + Penalty 2414.208288 = -147853.702567
  nChanged 8
		SP:Iteration 19Q (128183.790000 sec): 3 clusters
  Score: Raw -150282.416635 + Penalty 2414.208288 = -147868.208347
  nChanged 18
		SP:Iteration 20F (128183.820000 sec): 3 clusters
  Score: Raw -150312.128480 + Penalty 2414.208288 = -147897.920192
  nChanged 22
		SP:Iteration 21Q (128183.860000 sec): 3 clusters
  Score: Raw -150350.985836 + Penalty 2414.208288 = -147936.777548
  nChanged 24
		SP:Iteration 22Q (128183.890000 sec): 3 clusters
  Score: Raw -150379.801308 + Penalty 2414.208288 = -147965.593020
  nChanged 16
		SP:Iteration 23Q (128183.920000 sec): 3 clusters
  Score: Raw -150394.463678 + Penalty 2414.208288 = -147980.255390
  nChanged 16
		SP:Iteration 24Q (128183.960000 sec): 3 clusters
  Score: Raw -150417.454259 + Penalty 2414.208288 = -148003.245971
  nChanged 20
		SP:Iteration 25Q (128183.990000 sec): 3 clusters
  Score: Raw -150450.166307 + Penalty 2414.208288 = -148035.958019
  nChanged 14
		SP:Iteration 26Q (128184.020000 sec): 3 clusters
  Score: Raw -150475.188510 + Penalty 2414.208288 = -148060.980222
  nChanged 13
		SP:Iteration 27Q (128184.060000 sec): 3 clusters
  Score: Raw -150492.815316 + Penalty 2414.208288 = -148078.607028
  nChanged 12
		SP:Iteration 28Q (128184.090000 sec): 3 clusters
  Score: Raw -150507.649311 + Penalty 2414.208288 = -148093.441023
  nChanged 5
		SP:Iteration 29Q (128184.120000 sec): 3 clusters
  Score: Raw -150513.787842 + Penalty 2414.208288 = -148099.579553
  nChanged 7
		SP:Iteration 30Q (128184.160000 sec): 3 clusters
  Score: Raw -150519.209394 + Penalty 2414.208288 = -148105.001106
  nChanged 10
		SP:Iteration 31Q (128184.190000 sec): 3 clusters
  Score: Raw -150526.804546 + Penalty 2414.208288 = -148112.596258
  nChanged 7
		SP:Iteration 32Q (128184.220000 sec): 3 clusters
  Score: Raw -150533.342345 + Penalty 2414.208288 = -148119.134057
  nChanged 3
		SP:Iteration 33Q (128184.260000 sec): 3 clusters
  Score: Raw -150535.987118 + Penalty 2414.208288 = -148121.778830
  nChanged 4
		SP:Iteration 34Q (128184.290000 sec): 3 clusters
  Score: Raw -150538.428064 + Penalty 2414.208288 = -148124.219776
  nChanged 2
		SP:Iteration 35Q (128184.330000 sec): 3 clusters
  Score: Raw -150539.631130 + Penalty 2414.208288 = -148125.422842
  nChanged 0
		SP:Iteration 36F (128184.360000 sec): 3 clusters
  Score: Raw -150539.631130 + Penalty 2414.208288 = -148125.422842
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 45 (2111 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (128184.430000 sec): 2 clusters
  Score: Raw -164252.683419 + Penalty 1243.924020 = -163008.759399
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (128184.470000 sec): 3 clusters
  Score: Raw -163389.105751 + Penalty 2487.848041 = -160901.257710
  nChanged 768
		SP:Iteration 1F (128184.510000 sec): 3 clusters
  Score: Raw -163983.175545 + Penalty 2487.848041 = -161495.327505
  nChanged 201
		SP:Iteration 2F (128184.550000 sec): 3 clusters
  Score: Raw -164230.088995 + Penalty 2487.848041 = -161742.240954
  nChanged 146
		SP:Iteration 3F (128184.600000 sec): 3 clusters
  Score: Raw -164445.435747 + Penalty 2487.848041 = -161957.587707
  nChanged 124
		SP:Iteration 4F (128184.640000 sec): 3 clusters
  Score: Raw -164593.575808 + Penalty 2487.848041 = -162105.727767
  nChanged 110
		SP:Iteration 5F (128184.680000 sec): 3 clusters
  Score: Raw -164686.269278 + Penalty 2487.848041 = -162198.421238
  nChanged 68
		SP:Iteration 6Q (128184.720000 sec): 3 clusters
  Score: Raw -164735.560560 + Penalty 2487.848041 = -162247.712519
  nChanged 55
		SP:Iteration 7Q (128184.760000 sec): 3 clusters
  Score: Raw -164781.921453 + Penalty 2487.848041 = -162294.073413
  nChanged 47
		SP:Iteration 8Q (128184.800000 sec): 3 clusters
  Score: Raw -164810.025370 + Penalty 2487.848041 = -162322.177330
  nChanged 21
		SP:Iteration 9Q (128184.840000 sec): 3 clusters
  Score: Raw -164825.993246 + Penalty 2487.848041 = -162338.145206
  nChanged 27
		SP:Iteration 10Q (128184.880000 sec): 3 clusters
  Score: Raw -164849.587028 + Penalty 2487.848041 = -162361.738987
  nChanged 23
		SP:Iteration 11Q (128184.920000 sec): 3 clusters
  Score: Raw -164866.437985 + Penalty 2487.848041 = -162378.589944
  nChanged 20
		SP:Iteration 12Q (128184.960000 sec): 3 clusters
  Score: Raw -164876.231091 + Penalty 2487.848041 = -162388.383051
  nChanged 18
		SP:Iteration 13Q (128185.010000 sec): 3 clusters
  Score: Raw -164887.547635 + Penalty 2487.848041 = -162399.699594
  nChanged 11
		SP:Iteration 14Q (128185.050000 sec): 3 clusters
  Score: Raw -164894.569097 + Penalty 2487.848041 = -162406.721057
  nChanged 12
		SP:Iteration 15Q (128185.090000 sec): 3 clusters
  Score: Raw -164903.413296 + Penalty 2487.848041 = -162415.565255
  nChanged 11
		SP:Iteration 16Q (128185.130000 sec): 3 clusters
  Score: Raw -164911.437315 + Penalty 2487.848041 = -162423.589274
  nChanged 14
		SP:Iteration 17Q (128185.170000 sec): 3 clusters
  Score: Raw -164922.382179 + Penalty 2487.848041 = -162434.534139
  nChanged 14
		SP:Iteration 18Q (128185.210000 sec): 3 clusters
  Score: Raw -164930.148028 + Penalty 2487.848041 = -162442.299987
  nChanged 13
		SP:Iteration 19Q (128185.250000 sec): 3 clusters
  Score: Raw -164935.868588 + Penalty 2487.848041 = -162448.020547
  nChanged 10
		SP:Iteration 20F (128185.290000 sec): 3 clusters
  Score: Raw -164940.111168 + Penalty 2487.848041 = -162452.263128
  nChanged 3
		SP:Iteration 21Q (128185.330000 sec): 3 clusters
  Score: Raw -164941.345923 + Penalty 2487.848041 = -162453.497882
  nChanged 6
		SP:Iteration 22Q (128185.370000 sec): 3 clusters
  Score: Raw -164945.481883 + Penalty 2487.848041 = -162457.633843
  nChanged 7
		SP:Iteration 23Q (128185.420000 sec): 3 clusters
  Score: Raw -164950.849876 + Penalty 2487.848041 = -162463.001836
  nChanged 6
		SP:Iteration 24Q (128185.460000 sec): 3 clusters
  Score: Raw -164956.287355 + Penalty 2487.848041 = -162468.439315
  nChanged 10
		SP:Iteration 25Q (128185.500000 sec): 3 clusters
  Score: Raw -164961.551952 + Penalty 2487.848041 = -162473.703911
  nChanged 11
		SP:Iteration 26Q (128185.540000 sec): 3 clusters
  Score: Raw -164968.950021 + Penalty 2487.848041 = -162481.101980
  nChanged 11
		SP:Iteration 27Q (128185.580000 sec): 3 clusters
  Score: Raw -164977.608368 + Penalty 2487.848041 = -162489.760328
  nChanged 13
		SP:Iteration 28Q (128185.620000 sec): 3 clusters
  Score: Raw -164993.324793 + Penalty 2487.848041 = -162505.476752
  nChanged 15
		SP:Iteration 29Q (128185.660000 sec): 3 clusters
  Score: Raw -165003.918535 + Penalty 2487.848041 = -162516.070494
  nChanged 13
		SP:Iteration 30Q (128185.700000 sec): 3 clusters
  Score: Raw -165012.577697 + Penalty 2487.848041 = -162524.729656
  nChanged 12
		SP:Iteration 31Q (128185.740000 sec): 3 clusters
  Score: Raw -165018.766886 + Penalty 2487.848041 = -162530.918845
  nChanged 9
		SP:Iteration 32Q (128185.780000 sec): 3 clusters
  Score: Raw -165022.176335 + Penalty 2487.848041 = -162534.328295
  nChanged 3
		SP:Iteration 33Q (128185.820000 sec): 3 clusters
  Score: Raw -165023.747599 + Penalty 2487.848041 = -162535.899558
  nChanged 2
		SP:Iteration 34Q (128185.860000 sec): 3 clusters
  Score: Raw -165024.348285 + Penalty 2487.848041 = -162536.500245
  nChanged 0
		SP:Iteration 35F (128185.900000 sec): 3 clusters
  Score: Raw -165024.348285 + Penalty 2487.848041 = -162536.500245
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 46 (1399 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (128185.960000 sec): 2 clusters
  Score: Raw -116894.144767 + Penalty 1177.070858 = -115717.073909
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (128185.980000 sec): 3 clusters
  Score: Raw -116373.709733 + Penalty 2354.141717 = -114019.568016
  nChanged 451
		SP:Iteration 1F (128186.010000 sec): 3 clusters
  Score: Raw -116704.951031 + Penalty 2354.141717 = -114350.809314
  nChanged 118
		SP:Iteration 2F (128186.040000 sec): 3 clusters
  Score: Raw -116814.836680 + Penalty 2354.141717 = -114460.694964
  nChanged 55
		SP:Iteration 3Q (128186.070000 sec): 3 clusters
  Score: Raw -116862.560953 + Penalty 2354.141717 = -114508.419236
  nChanged 40
		SP:Iteration 4Q (128186.090000 sec): 3 clusters
  Score: Raw -116906.484922 + Penalty 2354.141717 = -114552.343205
  nChanged 38
		SP:Iteration 5Q (128186.120000 sec): 3 clusters
  Score: Raw -116939.093214 + Penalty 2354.141717 = -114584.951497
  nChanged 31
		SP:Iteration 6Q (128186.150000 sec): 3 clusters
  Score: Raw -116960.655317 + Penalty 2354.141717 = -114606.513600
  nChanged 20
		SP:Iteration 7Q (128186.180000 sec): 3 clusters
  Score: Raw -116976.417423 + Penalty 2354.141717 = -114622.275706
  nChanged 18
		SP:Iteration 8Q (128186.200000 sec): 3 clusters
  Score: Raw -116989.315769 + Penalty 2354.141717 = -114635.174052
  nChanged 13
		SP:Iteration 9Q (128186.230000 sec): 3 clusters
  Score: Raw -116999.695932 + Penalty 2354.141717 = -114645.554215
  nChanged 13
		SP:Iteration 10Q (128186.260000 sec): 3 clusters
  Score: Raw -117009.799587 + Penalty 2354.141717 = -114655.657870
  nChanged 10
		SP:Iteration 11Q (128186.280000 sec): 3 clusters
  Score: Raw -117018.301655 + Penalty 2354.141717 = -114664.159938
  nChanged 8
		SP:Iteration 12Q (128186.310000 sec): 3 clusters
  Score: Raw -117023.623697 + Penalty 2354.141717 = -114669.481980
  nChanged 8
		SP:Iteration 13Q (128186.340000 sec): 3 clusters
  Score: Raw -117029.123067 + Penalty 2354.141717 = -114674.981350
  nChanged 5
		SP:Iteration 14Q (128186.360000 sec): 3 clusters
  Score: Raw -117033.783748 + Penalty 2354.141717 = -114679.642031
  nChanged 11
		SP:Iteration 15Q (128186.390000 sec): 3 clusters
  Score: Raw -117043.007867 + Penalty 2354.141717 = -114688.866150
  nChanged 7
		SP:Iteration 16Q (128186.420000 sec): 3 clusters
  Score: Raw -117048.300487 + Penalty 2354.141717 = -114694.158770
  nChanged 8
		SP:Iteration 17Q (128186.440000 sec): 3 clusters
  Score: Raw -117054.883327 + Penalty 2354.141717 = -114700.741610
  nChanged 5
		SP:Iteration 18Q (128186.470000 sec): 3 clusters
  Score: Raw -117057.265021 + Penalty 2354.141717 = -114703.123304
  nChanged 5
		SP:Iteration 19Q (128186.500000 sec): 3 clusters
  Score: Raw -117061.187118 + Penalty 2354.141717 = -114707.045401
  nChanged 7
		SP:Iteration 20F (128186.530000 sec): 3 clusters
  Score: Raw -117065.517807 + Penalty 2354.141717 = -114711.376090
  nChanged 5
		SP:Iteration 21Q (128186.550000 sec): 3 clusters
  Score: Raw -117069.647301 + Penalty 2354.141717 = -114715.505584
  nChanged 7
		SP:Iteration 22Q (128186.580000 sec): 3 clusters
  Score: Raw -117076.013333 + Penalty 2354.141717 = -114721.871617
  nChanged 7
		SP:Iteration 23Q (128186.610000 sec): 3 clusters
  Score: Raw -117082.383139 + Penalty 2354.141717 = -114728.241422
  nChanged 13
		SP:Iteration 24Q (128186.630000 sec): 3 clusters
  Score: Raw -117097.902320 + Penalty 2354.141717 = -114743.760603
  nChanged 19
		SP:Iteration 25Q (128186.660000 sec): 3 clusters
  Score: Raw -117113.569071 + Penalty 2354.141717 = -114759.427354
  nChanged 12
		SP:Iteration 26Q (128186.690000 sec): 3 clusters
  Score: Raw -117123.973552 + Penalty 2354.141717 = -114769.831835
  nChanged 3
		SP:Iteration 27Q (128186.710000 sec): 3 clusters
  Score: Raw -117125.479217 + Penalty 2354.141717 = -114771.337501
  nChanged 9
		SP:Iteration 28Q (128186.740000 sec): 3 clusters
  Score: Raw -117130.554700 + Penalty 2354.141717 = -114776.412983
  nChanged 5
		SP:Iteration 29Q (128186.770000 sec): 3 clusters
  Score: Raw -117132.877150 + Penalty 2354.141717 = -114778.735434
  nChanged 1
		SP:Iteration 30Q (128186.790000 sec): 3 clusters
  Score: Raw -117133.780856 + Penalty 2354.141717 = -114779.639139
  nChanged 3
		SP:Iteration 31Q (128186.820000 sec): 3 clusters
  Score: Raw -117139.624531 + Penalty 2354.141717 = -114785.482815
  nChanged 6
		SP:Iteration 32Q (128186.850000 sec): 3 clusters
  Score: Raw -117145.682173 + Penalty 2354.141717 = -114791.540456
  nChanged 5
		SP:Iteration 33Q (128186.870000 sec): 3 clusters
  Score: Raw -117148.458751 + Penalty 2354.141717 = -114794.317034
  nChanged 2
		SP:Iteration 34Q (128186.900000 sec): 3 clusters
  Score: Raw -117150.179159 + Penalty 2354.141717 = -114796.037442
  nChanged 7
		SP:Iteration 35Q (128186.930000 sec): 3 clusters
  Score: Raw -117153.813653 + Penalty 2354.141717 = -114799.671936
  nChanged 4
		SP:Iteration 36Q (128186.960000 sec): 3 clusters
  Score: Raw -117155.473490 + Penalty 2354.141717 = -114801.331774
  nChanged 1
		SP:Iteration 37Q (128186.980000 sec): 3 clusters
  Score: Raw -117156.097080 + Penalty 2354.141717 = -114801.955363
  nChanged 0
		SP:Iteration 38F (128187.010000 sec): 3 clusters
  Score: Raw -117156.097080 + Penalty 2354.141717 = -114801.955363
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 47 (3454 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (128187.080000 sec): 2 clusters
  Score: Raw -292788.558642 + Penalty 1323.934342 = -291464.624300
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (128187.150000 sec): 3 clusters
  Score: Raw -291130.450572 + Penalty 2647.868684 = -288482.581888
  nChanged 1344
		SP:Iteration 1F (128187.210000 sec): 3 clusters
  Score: Raw -292044.144519 + Penalty 2647.868684 = -289396.275835
  nChanged 297
		SP:Iteration 2F (128187.280000 sec): 3 clusters
  Score: Raw -292298.622588 + Penalty 2647.868684 = -289650.753904
  nChanged 224
		SP:Iteration 3F (128187.340000 sec): 3 clusters
  Score: Raw -292494.033382 + Penalty 2647.868684 = -289846.164698
  nChanged 189
		SP:Iteration 4F (128187.410000 sec): 3 clusters
  Score: Raw -292629.886053 + Penalty 2647.868684 = -289982.017369
  nChanged 136
		SP:Iteration 5Q (128187.470000 sec): 3 clusters
  Score: Raw -292704.570736 + Penalty 2647.868684 = -290056.702052
  nChanged 99
		SP:Iteration 6Q (128187.530000 sec): 3 clusters
  Score: Raw -292755.506498 + Penalty 2647.868684 = -290107.637814
  nChanged 88
		SP:Iteration 7Q (128187.600000 sec): 3 clusters
  Score: Raw -292801.904952 + Penalty 2647.868684 = -290154.036268
  nChanged 79
		SP:Iteration 8Q (128187.660000 sec): 3 clusters
  Score: Raw -292843.583934 + Penalty 2647.868684 = -290195.715250
  nChanged 74
		SP:Iteration 9Q (128187.730000 sec): 3 clusters
  Score: Raw -292875.467939 + Penalty 2647.868684 = -290227.599255
  nChanged 52
		SP:Iteration 10Q (128187.790000 sec): 3 clusters
  Score: Raw -292899.705164 + Penalty 2647.868684 = -290251.836480
  nChanged 46
		SP:Iteration 11Q (128187.860000 sec): 3 clusters
  Score: Raw -292923.450762 + Penalty 2647.868684 = -290275.582078
  nChanged 45
		SP:Iteration 12Q (128187.920000 sec): 3 clusters
  Score: Raw -292945.882297 + Penalty 2647.868684 = -290298.013613
  nChanged 36
		SP:Iteration 13Q (128187.990000 sec): 3 clusters
  Score: Raw -292954.535312 + Penalty 2647.868684 = -290306.666628
  nChanged 19
		SP:Iteration 14Q (128188.050000 sec): 3 clusters
  Score: Raw -292961.541945 + Penalty 2647.868684 = -290313.673261
  nChanged 26
		SP:Iteration 15Q (128188.110000 sec): 3 clusters
  Score: Raw -292969.323810 + Penalty 2647.868684 = -290321.455126
  nChanged 19
		SP:Iteration 16Q (128188.180000 sec): 3 clusters
  Score: Raw -292974.484938 + Penalty 2647.868684 = -290326.616254
  nChanged 17
		SP:Iteration 17Q (128188.240000 sec): 3 clusters
  Score: Raw -292977.993508 + Penalty 2647.868684 = -290330.124823
  nChanged 15
		SP:Iteration 18Q (128188.310000 sec): 3 clusters
  Score: Raw -292981.924998 + Penalty 2647.868684 = -290334.056313
  nChanged 11
		SP:Iteration 19Q (128188.370000 sec): 3 clusters
  Score: Raw -292984.276514 + Penalty 2647.868684 = -290336.407829
  nChanged 3
		SP:Iteration 20F (128188.440000 sec): 3 clusters
  Score: Raw -292984.757617 + Penalty 2647.868684 = -290336.888933
  nChanged 1
		SP:Iteration 21Q (128188.500000 sec): 3 clusters
  Score: Raw -292984.989653 + Penalty 2647.868684 = -290337.120969
  nChanged 3
		SP:Iteration 22Q (128188.570000 sec): 3 clusters
  Score: Raw -292985.668158 + Penalty 2647.868684 = -290337.799474
  nChanged 6
		SP:Iteration 23Q (128188.630000 sec): 3 clusters
  Score: Raw -292987.984929 + Penalty 2647.868684 = -290340.116245
  nChanged 7
		SP:Iteration 24Q (128188.690000 sec): 3 clusters
  Score: Raw -292989.631012 + Penalty 2647.868684 = -290341.762328
  nChanged 5
		SP:Iteration 25Q (128188.760000 sec): 3 clusters
  Score: Raw -292990.719448 + Penalty 2647.868684 = -290342.850764
  nChanged 3
		SP:Iteration 26Q (128188.830000 sec): 3 clusters
  Score: Raw -292991.253652 + Penalty 2647.868684 = -290343.384968
  nChanged 2
		SP:Iteration 27Q (128188.890000 sec): 3 clusters
  Score: Raw -292991.973262 + Penalty 2647.868684 = -290344.104577
  nChanged 3
		SP:Iteration 28Q (128188.950000 sec): 3 clusters
  Score: Raw -292992.362468 + Penalty 2647.868684 = -290344.493784
  nChanged 3
		SP:Iteration 29Q (128189.020000 sec): 3 clusters
  Score: Raw -292993.492125 + Penalty 2647.868684 = -290345.623441
  nChanged 5
		SP:Iteration 30Q (128189.080000 sec): 3 clusters
  Score: Raw -292994.616422 + Penalty 2647.868684 = -290346.747738
  nChanged 4
		SP:Iteration 31Q (128189.150000 sec): 3 clusters
  Score: Raw -292995.357182 + Penalty 2647.868684 = -290347.488498
  nChanged 4
		SP:Iteration 32Q (128189.210000 sec): 3 clusters
  Score: Raw -292996.231150 + Penalty 2647.868684 = -290348.362466
  nChanged 2
		SP:Iteration 33Q (128189.280000 sec): 3 clusters
  Score: Raw -292997.361136 + Penalty 2647.868684 = -290349.492452
  nChanged 2
		SP:Iteration 34Q (128189.340000 sec): 3 clusters
  Score: Raw -292997.576345 + Penalty 2647.868684 = -290349.707661
  nChanged 1
		SP:Iteration 35Q (128189.410000 sec): 3 clusters
  Score: Raw -292998.512869 + Penalty 2647.868684 = -290350.644185
  nChanged 1
		SP:Iteration 36Q (128189.470000 sec): 3 clusters
  Score: Raw -292998.618911 + Penalty 2647.868684 = -290350.750227
  nChanged 0
		SP:Iteration 37F (128189.530000 sec): 3 clusters
  Score: Raw -292998.618911 + Penalty 2647.868684 = -290350.750227
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 48 (38101 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (128189.850000 sec): 2 clusters
  Score: Raw -3446056.604098 + Penalty 1714.049319 = -3444342.554780
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (128190.270000 sec): 3 clusters
  Score: Raw -3422246.104397 + Penalty 3428.098637 = -3418818.005760
  nChanged 17679
		SP:Iteration 1F (128190.690000 sec): 3 clusters
  Score: Raw -3432343.846848 + Penalty 3428.098637 = -3428915.748211
  nChanged 1785
		SP:Iteration 2Q (128191.200000 sec): 3 clusters
  Score: Raw -3433031.020320 + Penalty 3428.098637 = -3429602.921682
  nChanged 1979
		SP:Iteration 3F (128191.640000 sec): 3 clusters
  Score: Raw -3433931.524798 + Penalty 3428.098637 = -3430503.426161
  nChanged 2173
		SP:Iteration 4F (128192.050000 sec): 3 clusters
  Score: Raw -3435115.883284 + Penalty 3428.098637 = -3431687.784647
  nChanged 2476
		SP:Iteration 5F (128192.470000 sec): 3 clusters
  Score: Raw -3436572.511252 + Penalty 3428.098637 = -3433144.412614
  nChanged 2464
		SP:Iteration 6F (128192.910000 sec): 3 clusters
  Score: Raw -3438072.086210 + Penalty 3428.098637 = -3434643.987573
  nChanged 2249
		SP:Iteration 7F (128193.320000 sec): 3 clusters
  Score: Raw -3439332.476587 + Penalty 3428.098637 = -3435904.377949
  nChanged 1830
		SP:Iteration 8Q (128193.780000 sec): 3 clusters
  Score: Raw -3440311.784037 + Penalty 3428.098637 = -3436883.685399
  nChanged 1516
		SP:Iteration 9Q (128194.210000 sec): 3 clusters
  Score: Raw -3441174.792850 + Penalty 3428.098637 = -3437746.694212
  nChanged 1292
		SP:Iteration 10Q (128194.640000 sec): 3 clusters
  Score: Raw -3442054.902379 + Penalty 3428.098637 = -3438626.803742
  nChanged 1176
		SP:Iteration 11Q (128195.070000 sec): 3 clusters
  Score: Raw -3442972.954479 + Penalty 3428.098637 = -3439544.855842
  nChanged 1067
		SP:Iteration 12Q (128195.490000 sec): 3 clusters
  Score: Raw -3443914.095138 + Penalty 3428.098637 = -3440485.996501
  nChanged 916
		SP:Iteration 13Q (128195.890000 sec): 3 clusters
  Score: Raw -3444671.817546 + Penalty 3428.098637 = -3441243.718909
  nChanged 721
		SP:Iteration 14Q (128196.320000 sec): 3 clusters
  Score: Raw -3445213.673623 + Penalty 3428.098637 = -3441785.574986
  nChanged 555
		SP:Iteration 15Q (128196.740000 sec): 3 clusters
  Score: Raw -3445545.574444 + Penalty 3428.098637 = -3442117.475807
  nChanged 416
		SP:Iteration 16Q (128197.150000 sec): 3 clusters
  Score: Raw -3445774.606495 + Penalty 3428.098637 = -3442346.507858
  nChanged 389
		SP:Iteration 17Q (128197.560000 sec): 3 clusters
  Score: Raw -3445973.047762 + Penalty 3428.098637 = -3442544.949124
  nChanged 322
		SP:Iteration 18Q (128197.930000 sec): 3 clusters
  Score: Raw -3446109.806509 + Penalty 3428.098637 = -3442681.707872
  nChanged 243
		SP:Iteration 19Q (128198.310000 sec): 3 clusters
  Score: Raw -3446200.507511 + Penalty 3428.098637 = -3442772.408873
  nChanged 199
		SP:Iteration 20F (128198.750000 sec): 3 clusters
  Score: Raw -3446261.794488 + Penalty 3428.098637 = -3442833.695850
  nChanged 178
		SP:Iteration 21Q (128199.160000 sec): 3 clusters
  Score: Raw -3446309.900324 + Penalty 3428.098637 = -3442881.801687
  nChanged 164
		SP:Iteration 22Q (128199.520000 sec): 3 clusters
  Score: Raw -3446349.779538 + Penalty 3428.098637 = -3442921.680901
  nChanged 129
		SP:Iteration 23Q (128199.900000 sec): 3 clusters
  Score: Raw -3446378.929413 + Penalty 3428.098637 = -3442950.830776
  nChanged 106
		SP:Iteration 24Q (128200.310000 sec): 3 clusters
  Score: Raw -3446400.159871 + Penalty 3428.098637 = -3442972.061233
  nChanged 78
		SP:Iteration 25Q (128200.670000 sec): 3 clusters
  Score: Raw -3446414.625939 + Penalty 3428.098637 = -3442986.527302
  nChanged 68
		SP:Iteration 26Q (128201.050000 sec): 3 clusters
  Score: Raw -3446425.369971 + Penalty 3428.098637 = -3442997.271333
  nChanged 58
		SP:Iteration 27Q (128201.450000 sec): 3 clusters
  Score: Raw -3446436.929415 + Penalty 3428.098637 = -3443008.830778
  nChanged 58
		SP:Iteration 28Q (128201.810000 sec): 3 clusters
  Score: Raw -3446447.339588 + Penalty 3428.098637 = -3443019.240950
  nChanged 59
		SP:Iteration 29Q (128202.190000 sec): 3 clusters
  Score: Raw -3446458.299645 + Penalty 3428.098637 = -3443030.201008
  nChanged 63
		SP:Iteration 30Q (128202.550000 sec): 3 clusters
  Score: Raw -3446468.562284 + Penalty 3428.098637 = -3443040.463646
  nChanged 51
		SP:Iteration 31Q (128202.930000 sec): 3 clusters
  Score: Raw -3446475.395959 + Penalty 3428.098637 = -3443047.297322
  nChanged 35
		SP:Iteration 32Q (128203.340000 sec): 3 clusters
  Score: Raw -3446479.478285 + Penalty 3428.098637 = -3443051.379647
  nChanged 38
		SP:Iteration 33Q (128203.690000 sec): 3 clusters
  Score: Raw -3446484.087255 + Penalty 3428.098637 = -3443055.988618
  nChanged 38
		SP:Iteration 34Q (128204.070000 sec): 3 clusters
  Score: Raw -3446488.812784 + Penalty 3428.098637 = -3443060.714147
  nChanged 30
		SP:Iteration 35Q (128204.480000 sec): 3 clusters
  Score: Raw -3446491.741589 + Penalty 3428.098637 = -3443063.642952
  nChanged 20
		SP:Iteration 36Q (128204.840000 sec): 3 clusters
  Score: Raw -3446493.551936 + Penalty 3428.098637 = -3443065.453299
  nChanged 14
		SP:Iteration 37Q (128205.220000 sec): 3 clusters
  Score: Raw -3446494.565478 + Penalty 3428.098637 = -3443066.466841
  nChanged 17
		SP:Iteration 38Q (128205.620000 sec): 3 clusters
  Score: Raw -3446496.315023 + Penalty 3428.098637 = -3443068.216386
  nChanged 19
		SP:Iteration 39Q (128205.980000 sec): 3 clusters
  Score: Raw -3446498.455465 + Penalty 3428.098637 = -3443070.356827
  nChanged 14
		SP:Iteration 40F (128206.390000 sec): 3 clusters
  Score: Raw -3446500.280988 + Penalty 3428.098637 = -3443072.182351
  nChanged 16
		SP:Iteration 41Q (128206.800000 sec): 3 clusters
  Score: Raw -3446502.287056 + Penalty 3428.098637 = -3443074.188419
  nChanged 22
		SP:Iteration 42Q (128207.210000 sec): 3 clusters
  Score: Raw -3446505.312116 + Penalty 3428.098637 = -3443077.213478
  nChanged 25
		SP:Iteration 43Q (128207.560000 sec): 3 clusters
  Score: Raw -3446508.061000 + Penalty 3428.098637 = -3443079.962363
  nChanged 18
		SP:Iteration 44Q (128207.970000 sec): 3 clusters
  Score: Raw -3446510.486033 + Penalty 3428.098637 = -3443082.387395
  nChanged 10
		SP:Iteration 45Q (128208.370000 sec): 3 clusters
  Score: Raw -3446511.409904 + Penalty 3428.098637 = -3443083.311266
  nChanged 5
		SP:Iteration 46Q (128208.730000 sec): 3 clusters
  Score: Raw -3446511.928310 + Penalty 3428.098637 = -3443083.829672
  nChanged 6
		SP:Iteration 47Q (128209.110000 sec): 3 clusters
  Score: Raw -3446513.000141 + Penalty 3428.098637 = -3443084.901504
  nChanged 8
		SP:Iteration 48Q (128209.510000 sec): 3 clusters
  Score: Raw -3446514.549812 + Penalty 3428.098637 = -3443086.451175
  nChanged 8
		SP:Iteration 49Q (128209.870000 sec): 3 clusters
  Score: Raw -3446515.523540 + Penalty 3428.098637 = -3443087.424903
  nChanged 7
		SP:Iteration 50Q (128210.250000 sec): 3 clusters
  Score: Raw -3446516.183257 + Penalty 3428.098637 = -3443088.084619
  nChanged 9
		SP:Iteration 51Q (128210.650000 sec): 3 clusters
  Score: Raw -3446516.957695 + Penalty 3428.098637 = -3443088.859058
  nChanged 6
		SP:Iteration 52Q (128211.000000 sec): 3 clusters
  Score: Raw -3446517.662407 + Penalty 3428.098637 = -3443089.563769
  nChanged 4
		SP:Iteration 53Q (128211.410000 sec): 3 clusters
  Score: Raw -3446517.855553 + Penalty 3428.098637 = -3443089.756916
  nChanged 2
		SP:Iteration 54Q (128211.810000 sec): 3 clusters
  Score: Raw -3446517.969794 + Penalty 3428.098637 = -3443089.871157
  nChanged 1
		SP:Iteration 55Q (128212.170000 sec): 3 clusters
  Score: Raw -3446517.983810 + Penalty 3428.098637 = -3443089.885173
  nChanged 0
		SP:Iteration 56F (128212.580000 sec): 3 clusters
  Score: Raw -3446517.983810 + Penalty 3428.098637 = -3443089.885173
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 49 (1651 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (128212.630000 sec): 2 clusters
  Score: Raw -123268.130160 + Penalty 1203.984672 = -122064.145488
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (128212.670000 sec): 3 clusters
  Score: Raw -122640.789190 + Penalty 2407.969344 = -120232.819845
  nChanged 569
		SP:Iteration 1F (128212.710000 sec): 3 clusters
  Score: Raw -123273.454936 + Penalty 2407.969344 = -120865.485592
  nChanged 193
		SP:Iteration 2F (128212.750000 sec): 3 clusters
  Score: Raw -123620.872842 + Penalty 2407.969344 = -121212.903497
  nChanged 138
		SP:Iteration 3F (128212.790000 sec): 3 clusters
  Score: Raw -123825.664410 + Penalty 2407.969344 = -121417.695066
  nChanged 85
		SP:Iteration 4F (128212.820000 sec): 3 clusters
  Score: Raw -123954.556365 + Penalty 2407.969344 = -121546.587021
  nChanged 68
		SP:Iteration 5Q (128212.850000 sec): 3 clusters
  Score: Raw -124065.081605 + Penalty 2407.969344 = -121657.112261
  nChanged 52
		SP:Iteration 6Q (128212.880000 sec): 3 clusters
  Score: Raw -124144.812577 + Penalty 2407.969344 = -121736.843233
  nChanged 37
		SP:Iteration 7Q (128212.910000 sec): 3 clusters
  Score: Raw -124193.373713 + Penalty 2407.969344 = -121785.404369
  nChanged 28
		SP:Iteration 8Q (128212.940000 sec): 3 clusters
  Score: Raw -124235.459378 + Penalty 2407.969344 = -121827.490034
  nChanged 26
		SP:Iteration 9Q (128212.970000 sec): 3 clusters
  Score: Raw -124272.338864 + Penalty 2407.969344 = -121864.369520
  nChanged 24
		SP:Iteration 10Q (128213.010000 sec): 3 clusters
  Score: Raw -124292.419148 + Penalty 2407.969344 = -121884.449804
  nChanged 9
		SP:Iteration 11Q (128213.030000 sec): 3 clusters
  Score: Raw -124302.742498 + Penalty 2407.969344 = -121894.773154
  nChanged 8
		SP:Iteration 12Q (128213.070000 sec): 3 clusters
  Score: Raw -124312.963620 + Penalty 2407.969344 = -121904.994276
  nChanged 8
		SP:Iteration 13Q (128213.090000 sec): 3 clusters
  Score: Raw -124323.828549 + Penalty 2407.969344 = -121915.859205
  nChanged 8
		SP:Iteration 14Q (128213.130000 sec): 3 clusters
  Score: Raw -124331.311430 + Penalty 2407.969344 = -121923.342086
  nChanged 5
		SP:Iteration 15Q (128213.150000 sec): 3 clusters
  Score: Raw -124334.469454 + Penalty 2407.969344 = -121926.500109
  nChanged 2
		SP:Iteration 16Q (128213.190000 sec): 3 clusters
  Score: Raw -124336.160145 + Penalty 2407.969344 = -121928.190801
  nChanged 2
		SP:Iteration 17Q (128213.210000 sec): 3 clusters
  Score: Raw -124338.469908 + Penalty 2407.969344 = -121930.500564
  nChanged 5
		SP:Iteration 18Q (128213.250000 sec): 3 clusters
  Score: Raw -124342.476598 + Penalty 2407.969344 = -121934.507254
  nChanged 2
		SP:Iteration 19Q (128213.280000 sec): 3 clusters
  Score: Raw -124343.385667 + Penalty 2407.969344 = -121935.416322
  nChanged 1
		SP:Iteration 20F (128213.310000 sec): 3 clusters
  Score: Raw -124343.699229 + Penalty 2407.969344 = -121935.729885
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 50 (2259 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (128213.370000 sec): 2 clusters
  Score: Raw -177304.302470 + Penalty 1254.935096 = -176049.367374
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (128213.420000 sec): 3 clusters
  Score: Raw -176328.992316 + Penalty 2509.870193 = -173819.122123
  nChanged 829
		SP:Iteration 1F (128213.460000 sec): 3 clusters
  Score: Raw -176882.435034 + Penalty 2509.870193 = -174372.564842
  nChanged 189
		SP:Iteration 2F (128213.500000 sec): 3 clusters
  Score: Raw -177053.127542 + Penalty 2509.870193 = -174543.257350
  nChanged 137
		SP:Iteration 3F (128213.550000 sec): 3 clusters
  Score: Raw -177208.049908 + Penalty 2509.870193 = -174698.179715
  nChanged 166
		SP:Iteration 4F (128213.590000 sec): 3 clusters
  Score: Raw -177392.786971 + Penalty 2509.870193 = -174882.916778
  nChanged 140
		SP:Iteration 5F (128213.630000 sec): 3 clusters
  Score: Raw -177595.033286 + Penalty 2509.870193 = -175085.163093
  nChanged 132
		SP:Iteration 6F (128213.670000 sec): 3 clusters
  Score: Raw -177780.072832 + Penalty 2509.870193 = -175270.202639
  nChanged 122
		SP:Iteration 7F (128213.710000 sec): 3 clusters
  Score: Raw -177989.019837 + Penalty 2509.870193 = -175479.149644
  nChanged 108
		SP:Iteration 8Q (128213.760000 sec): 3 clusters
  Score: Raw -178131.228652 + Penalty 2509.870193 = -175621.358459
  nChanged 72
		SP:Iteration 9Q (128213.800000 sec): 3 clusters
  Score: Raw -178210.499525 + Penalty 2509.870193 = -175700.629332
  nChanged 55
		SP:Iteration 10Q (128213.840000 sec): 3 clusters
  Score: Raw -178256.710150 + Penalty 2509.870193 = -175746.839957
  nChanged 32
		SP:Iteration 11Q (128213.880000 sec): 3 clusters
  Score: Raw -178277.932393 + Penalty 2509.870193 = -175768.062200
  nChanged 16
		SP:Iteration 12Q (128213.930000 sec): 3 clusters
  Score: Raw -178288.798725 + Penalty 2509.870193 = -175778.928532
  nChanged 11
		SP:Iteration 13Q (128213.970000 sec): 3 clusters
  Score: Raw -178296.207056 + Penalty 2509.870193 = -175786.336864
  nChanged 8
		SP:Iteration 14Q (128214.010000 sec): 3 clusters
  Score: Raw -178300.155796 + Penalty 2509.870193 = -175790.285603
  nChanged 1
		SP:Iteration 15Q (128214.050000 sec): 3 clusters
  Score: Raw -178300.372750 + Penalty 2509.870193 = -175790.502557
  nChanged 0
		SP:Iteration 16F (128214.090000 sec): 3 clusters
  Score: Raw -178300.372750 + Penalty 2509.870193 = -175790.502557
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 51 (3478 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (128214.160000 sec): 2 clusters
  Score: Raw -282615.405060 + Penalty 1325.059563 = -281290.345497
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (128214.230000 sec): 3 clusters
  Score: Raw -280891.562672 + Penalty 2650.119126 = -278241.443546
  nChanged 1340
		SP:Iteration 1F (128214.300000 sec): 3 clusters
  Score: Raw -281747.925830 + Penalty 2650.119126 = -279097.806705
  nChanged 295
		SP:Iteration 2F (128214.360000 sec): 3 clusters
  Score: Raw -281969.241127 + Penalty 2650.119126 = -279319.122001
  nChanged 239
		SP:Iteration 3F (128214.430000 sec): 3 clusters
  Score: Raw -282151.763494 + Penalty 2650.119126 = -279501.644369
  nChanged 192
		SP:Iteration 4F (128214.490000 sec): 3 clusters
  Score: Raw -282312.936492 + Penalty 2650.119126 = -279662.817366
  nChanged 165
		SP:Iteration 5Q (128214.550000 sec): 3 clusters
  Score: Raw -282439.455633 + Penalty 2650.119126 = -279789.336507
  nChanged 149
		SP:Iteration 6Q (128214.620000 sec): 3 clusters
  Score: Raw -282540.790589 + Penalty 2650.119126 = -279890.671463
  nChanged 120
		SP:Iteration 7Q (128214.690000 sec): 3 clusters
  Score: Raw -282605.699255 + Penalty 2650.119126 = -279955.580129
  nChanged 96
		SP:Iteration 8Q (128214.750000 sec): 3 clusters
  Score: Raw -282650.004422 + Penalty 2650.119126 = -279999.885296
  nChanged 70
		SP:Iteration 9Q (128214.820000 sec): 3 clusters
  Score: Raw -282688.419781 + Penalty 2650.119126 = -280038.300655
  nChanged 70
		SP:Iteration 10Q (128214.880000 sec): 3 clusters
  Score: Raw -282719.410345 + Penalty 2650.119126 = -280069.291219
  nChanged 57
		SP:Iteration 11Q (128214.950000 sec): 3 clusters
  Score: Raw -282746.800658 + Penalty 2650.119126 = -280096.681532
  nChanged 42
		SP:Iteration 12Q (128215.010000 sec): 3 clusters
  Score: Raw -282767.755314 + Penalty 2650.119126 = -280117.636188
  nChanged 39
		SP:Iteration 13Q (128215.070000 sec): 3 clusters
  Score: Raw -282783.971750 + Penalty 2650.119126 = -280133.852624
  nChanged 37
		SP:Iteration 14Q (128215.140000 sec): 3 clusters
  Score: Raw -282798.694135 + Penalty 2650.119126 = -280148.575009
  nChanged 30
		SP:Iteration 15Q (128215.210000 sec): 3 clusters
  Score: Raw -282810.682449 + Penalty 2650.119126 = -280160.563323
  nChanged 22
		SP:Iteration 16Q (128215.270000 sec): 3 clusters
  Score: Raw -282818.472680 + Penalty 2650.119126 = -280168.353555
  nChanged 15
		SP:Iteration 17Q (128215.340000 sec): 3 clusters
  Score: Raw -282825.322454 + Penalty 2650.119126 = -280175.203329
  nChanged 18
		SP:Iteration 18Q (128215.400000 sec): 3 clusters
  Score: Raw -282834.614839 + Penalty 2650.119126 = -280184.495713
  nChanged 20
		SP:Iteration 19Q (128215.470000 sec): 3 clusters
  Score: Raw -282841.454322 + Penalty 2650.119126 = -280191.335196
  nChanged 18
		SP:Iteration 20F (128215.530000 sec): 3 clusters
  Score: Raw -282852.469780 + Penalty 2650.119126 = -280202.350654
  nChanged 22
		SP:Iteration 21Q (128215.590000 sec): 3 clusters
  Score: Raw -282860.909103 + Penalty 2650.119126 = -280210.789977
  nChanged 18
		SP:Iteration 22Q (128215.660000 sec): 3 clusters
  Score: Raw -282868.298155 + Penalty 2650.119126 = -280218.179029
  nChanged 13
		SP:Iteration 23Q (128215.720000 sec): 3 clusters
  Score: Raw -282871.745114 + Penalty 2650.119126 = -280221.625988
  nChanged 9
		SP:Iteration 24Q (128215.790000 sec): 3 clusters
  Score: Raw -282874.474776 + Penalty 2650.119126 = -280224.355650
  nChanged 12
		SP:Iteration 25Q (128215.850000 sec): 3 clusters
  Score: Raw -282876.695253 + Penalty 2650.119126 = -280226.576127
  nChanged 6
		SP:Iteration 26Q (128215.920000 sec): 3 clusters
  Score: Raw -282878.106542 + Penalty 2650.119126 = -280227.987416
  nChanged 5
		SP:Iteration 27Q (128215.980000 sec): 3 clusters
  Score: Raw -282879.018500 + Penalty 2650.119126 = -280228.899374
  nChanged 4
		SP:Iteration 28Q (128216.050000 sec): 3 clusters
  Score: Raw -282879.974460 + Penalty 2650.119126 = -280229.855334
  nChanged 3
		SP:Iteration 29Q (128216.110000 sec): 3 clusters
  Score: Raw -282880.398626 + Penalty 2650.119126 = -280230.279500
  nChanged 3
		SP:Iteration 30Q (128216.180000 sec): 3 clusters
  Score: Raw -282880.853204 + Penalty 2650.119126 = -280230.734078
  nChanged 2
		SP:Iteration 31Q (128216.240000 sec): 3 clusters
  Score: Raw -282881.141095 + Penalty 2650.119126 = -280231.021969
  nChanged 1
		SP:Iteration 32Q (128216.310000 sec): 3 clusters
  Score: Raw -282881.362917 + Penalty 2650.119126 = -280231.243791
  nChanged 0
		SP:Iteration 33F (128216.380000 sec): 3 clusters
  Score: Raw -282881.362917 + Penalty 2650.119126 = -280231.243791
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 52 (6120 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (128216.460000 sec): 2 clusters
  Score: Raw -570202.335070 + Penalty 1416.889074 = -568785.445997
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (128216.580000 sec): 3 clusters
  Score: Raw -566956.835396 + Penalty 2833.778147 = -564123.057249
  nChanged 2495
		SP:Iteration 1F (128216.680000 sec): 3 clusters
  Score: Raw -568277.855828 + Penalty 2833.778147 = -565444.077681
  nChanged 418
		SP:Iteration 2F (128216.790000 sec): 3 clusters
  Score: Raw -568504.283453 + Penalty 2833.778147 = -565670.505305
  nChanged 354
		SP:Iteration 3F (128216.890000 sec): 3 clusters
  Score: Raw -568713.086687 + Penalty 2833.778147 = -565879.308540
  nChanged 318
		SP:Iteration 4F (128216.990000 sec): 3 clusters
  Score: Raw -568899.646604 + Penalty 2833.778147 = -566065.868457
  nChanged 260
		SP:Iteration 5Q (128217.100000 sec): 3 clusters
  Score: Raw -569045.047419 + Penalty 2833.778147 = -566211.269272
  nChanged 236
		SP:Iteration 6Q (128217.200000 sec): 3 clusters
  Score: Raw -569162.756216 + Penalty 2833.778147 = -566328.978069
  nChanged 213
		SP:Iteration 7Q (128217.310000 sec): 3 clusters
  Score: Raw -569265.522445 + Penalty 2833.778147 = -566431.744298
  nChanged 189
		SP:Iteration 8Q (128217.420000 sec): 3 clusters
  Score: Raw -569360.214831 + Penalty 2833.778147 = -566526.436684
  nChanged 192
		SP:Iteration 9Q (128217.520000 sec): 3 clusters
  Score: Raw -569474.703478 + Penalty 2833.778147 = -566640.925331
  nChanged 196
		SP:Iteration 10Q (128217.620000 sec): 3 clusters
  Score: Raw -569593.705784 + Penalty 2833.778147 = -566759.927637
  nChanged 196
		SP:Iteration 11Q (128217.730000 sec): 3 clusters
  Score: Raw -569706.164787 + Penalty 2833.778147 = -566872.386640
  nChanged 154
		SP:Iteration 12Q (128217.840000 sec): 3 clusters
  Score: Raw -569803.973140 + Penalty 2833.778147 = -566970.194993
  nChanged 156
		SP:Iteration 13Q (128217.940000 sec): 3 clusters
  Score: Raw -569895.195118 + Penalty 2833.778147 = -567061.416971
  nChanged 137
		SP:Iteration 14Q (128218.040000 sec): 3 clusters
  Score: Raw -569966.362285 + Penalty 2833.778147 = -567132.584138
  nChanged 112
		SP:Iteration 15Q (128218.150000 sec): 3 clusters
  Score: Raw -570016.411287 + Penalty 2833.778147 = -567182.633140
  nChanged 90
		SP:Iteration 16Q (128218.250000 sec): 3 clusters
  Score: Raw -570052.409597 + Penalty 2833.778147 = -567218.631450
  nChanged 76
		SP:Iteration 17Q (128218.350000 sec): 3 clusters
  Score: Raw -570083.528114 + Penalty 2833.778147 = -567249.749967
  nChanged 66
		SP:Iteration 18Q (128218.460000 sec): 3 clusters
  Score: Raw -570108.214988 + Penalty 2833.778147 = -567274.436841
  nChanged 61
		SP:Iteration 19Q (128218.560000 sec): 3 clusters
  Score: Raw -570130.679719 + Penalty 2833.778147 = -567296.901572
  nChanged 47
		SP:Iteration 20F (128218.660000 sec): 3 clusters
  Score: Raw -570150.236490 + Penalty 2833.778147 = -567316.458343
  nChanged 45
		SP:Iteration 21Q (128218.760000 sec): 3 clusters
  Score: Raw -570166.104349 + Penalty 2833.778147 = -567332.326202
  nChanged 36
		SP:Iteration 22Q (128218.860000 sec): 3 clusters
  Score: Raw -570176.915472 + Penalty 2833.778147 = -567343.137325
  nChanged 24
		SP:Iteration 23Q (128218.960000 sec): 3 clusters
  Score: Raw -570184.936266 + Penalty 2833.778147 = -567351.158119
  nChanged 29
		SP:Iteration 24Q (128219.060000 sec): 3 clusters
  Score: Raw -570193.961882 + Penalty 2833.778147 = -567360.183735
  nChanged 23
		SP:Iteration 25Q (128219.160000 sec): 3 clusters
  Score: Raw -570201.650377 + Penalty 2833.778147 = -567367.872230
  nChanged 25
		SP:Iteration 26Q (128219.270000 sec): 3 clusters
  Score: Raw -570209.718407 + Penalty 2833.778147 = -567375.940260
  nChanged 26
		SP:Iteration 27Q (128219.370000 sec): 3 clusters
  Score: Raw -570219.798455 + Penalty 2833.778147 = -567386.020308
  nChanged 27
		SP:Iteration 28Q (128219.470000 sec): 3 clusters
  Score: Raw -570230.586450 + Penalty 2833.778147 = -567396.808303
  nChanged 26
		SP:Iteration 29Q (128219.570000 sec): 3 clusters
  Score: Raw -570242.589845 + Penalty 2833.778147 = -567408.811698
  nChanged 32
		SP:Iteration 30Q (128219.670000 sec): 3 clusters
  Score: Raw -570258.393347 + Penalty 2833.778147 = -567424.615200
  nChanged 33
		SP:Iteration 31Q (128219.770000 sec): 3 clusters
  Score: Raw -570273.478492 + Penalty 2833.778147 = -567439.700345
  nChanged 32
		SP:Iteration 32Q (128219.870000 sec): 3 clusters
  Score: Raw -570288.441267 + Penalty 2833.778147 = -567454.663120
  nChanged 31
		SP:Iteration 33Q (128219.970000 sec): 3 clusters
  Score: Raw -570301.032450 + Penalty 2833.778147 = -567467.254303
  nChanged 30
		SP:Iteration 34Q (128220.060000 sec): 3 clusters
  Score: Raw -570318.259638 + Penalty 2833.778147 = -567484.481491
  nChanged 33
		SP:Iteration 35Q (128220.160000 sec): 3 clusters
  Score: Raw -570332.315932 + Penalty 2833.778147 = -567498.537785
  nChanged 19
		SP:Iteration 36Q (128220.260000 sec): 3 clusters
  Score: Raw -570338.885939 + Penalty 2833.778147 = -567505.107792
  nChanged 23
		SP:Iteration 37Q (128220.360000 sec): 3 clusters
  Score: Raw -570348.335377 + Penalty 2833.778147 = -567514.557230
  nChanged 17
		SP:Iteration 38Q (128220.460000 sec): 3 clusters
  Score: Raw -570355.515768 + Penalty 2833.778147 = -567521.737621
  nChanged 20
		SP:Iteration 39Q (128220.560000 sec): 3 clusters
  Score: Raw -570366.920374 + Penalty 2833.778147 = -567533.142227
  nChanged 26
		SP:Iteration 40F (128220.660000 sec): 3 clusters
  Score: Raw -570381.435560 + Penalty 2833.778147 = -567547.657413
  nChanged 21
		SP:Iteration 41Q (128220.760000 sec): 3 clusters
  Score: Raw -570393.422639 + Penalty 2833.778147 = -567559.644492
  nChanged 16
		SP:Iteration 42Q (128220.860000 sec): 3 clusters
  Score: Raw -570401.443349 + Penalty 2833.778147 = -567567.665202
  nChanged 18
		SP:Iteration 43Q (128220.960000 sec): 3 clusters
  Score: Raw -570409.216450 + Penalty 2833.778147 = -567575.438303
  nChanged 16
		SP:Iteration 44Q (128221.060000 sec): 3 clusters
  Score: Raw -570416.055429 + Penalty 2833.778147 = -567582.277282
  nChanged 11
		SP:Iteration 45Q (128221.160000 sec): 3 clusters
  Score: Raw -570420.875334 + Penalty 2833.778147 = -567587.097187
  nChanged 15
		SP:Iteration 46Q (128221.250000 sec): 3 clusters
  Score: Raw -570427.421675 + Penalty 2833.778147 = -567593.643528
  nChanged 17
		SP:Iteration 47Q (128221.350000 sec): 3 clusters
  Score: Raw -570434.685754 + Penalty 2833.778147 = -567600.907607
  nChanged 10
		SP:Iteration 48Q (128221.450000 sec): 3 clusters
  Score: Raw -570438.305462 + Penalty 2833.778147 = -567604.527314
  nChanged 7
		SP:Iteration 49Q (128221.550000 sec): 3 clusters
  Score: Raw -570441.195915 + Penalty 2833.778147 = -567607.417768
  nChanged 5
		SP:Iteration 50Q (128221.650000 sec): 3 clusters
  Score: Raw -570443.362521 + Penalty 2833.778147 = -567609.584374
  nChanged 8
		SP:Iteration 51Q (128221.750000 sec): 3 clusters
  Score: Raw -570445.983384 + Penalty 2833.778147 = -567612.205237
  nChanged 4
		SP:Iteration 52Q (128221.850000 sec): 3 clusters
  Score: Raw -570447.141495 + Penalty 2833.778147 = -567613.363348
  nChanged 2
		SP:Iteration 53Q (128221.950000 sec): 3 clusters
  Score: Raw -570447.788493 + Penalty 2833.778147 = -567614.010346
  nChanged 1
		SP:Iteration 54Q (128222.050000 sec): 3 clusters
  Score: Raw -570448.084383 + Penalty 2833.778147 = -567614.306236
  nChanged 1
		SP:Iteration 55Q (128222.150000 sec): 3 clusters
  Score: Raw -570448.241969 + Penalty 2833.778147 = -567614.463822
  nChanged 1
		SP:Iteration 56Q (128222.250000 sec): 3 clusters
  Score: Raw -570448.372369 + Penalty 2833.778147 = -567614.594221
  nChanged 1
		SP:Iteration 57Q (128222.350000 sec): 3 clusters
  Score: Raw -570448.600724 + Penalty 2833.778147 = -567614.822577
  nChanged 0
		SP:Iteration 58F (128222.450000 sec): 3 clusters
  Score: Raw -570448.600724 + Penalty 2833.778147 = -567614.822577
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 53 (4150 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (128222.520000 sec): 2 clusters
  Score: Raw -419433.126066 + Penalty 1353.765337 = -418079.360729
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (128222.600000 sec): 3 clusters
  Score: Raw -417368.789674 + Penalty 2707.530674 = -414661.258999
  nChanged 1580
		SP:Iteration 1F (128222.680000 sec): 3 clusters
  Score: Raw -418245.063435 + Penalty 2707.530674 = -415537.532760
  nChanged 257
		SP:Iteration 2F (128222.760000 sec): 3 clusters
  Score: Raw -418382.461886 + Penalty 2707.530674 = -415674.931211
  nChanged 180
		SP:Iteration 3Q (128222.840000 sec): 3 clusters
  Score: Raw -418465.012613 + Penalty 2707.530674 = -415757.481939
  nChanged 138
		SP:Iteration 4Q (128222.920000 sec): 3 clusters
  Score: Raw -418525.833049 + Penalty 2707.530674 = -415818.302374
  nChanged 119
		SP:Iteration 5Q (128223.000000 sec): 3 clusters
  Score: Raw -418581.682611 + Penalty 2707.530674 = -415874.151937
  nChanged 110
		SP:Iteration 6Q (128223.080000 sec): 3 clusters
  Score: Raw -418626.877238 + Penalty 2707.530674 = -415919.346564
  nChanged 98
		SP:Iteration 7Q (128223.160000 sec): 3 clusters
  Score: Raw -418672.114807 + Penalty 2707.530674 = -415964.584133
  nChanged 83
		SP:Iteration 8Q (128223.240000 sec): 3 clusters
  Score: Raw -418711.152407 + Penalty 2707.530674 = -416003.621733
  nChanged 88
		SP:Iteration 9Q (128223.320000 sec): 3 clusters
  Score: Raw -418759.191125 + Penalty 2707.530674 = -416051.660451
  nChanged 93
		SP:Iteration 10Q (128223.400000 sec): 3 clusters
  Score: Raw -418809.075590 + Penalty 2707.530674 = -416101.544915
  nChanged 94
		SP:Iteration 11Q (128223.470000 sec): 3 clusters
  Score: Raw -418858.717807 + Penalty 2707.530674 = -416151.187132
  nChanged 90
		SP:Iteration 12Q (128223.550000 sec): 3 clusters
  Score: Raw -418910.632058 + Penalty 2707.530674 = -416203.101383
  nChanged 112
		SP:Iteration 13Q (128223.630000 sec): 3 clusters
  Score: Raw -418981.963101 + Penalty 2707.530674 = -416274.432427
  nChanged 108
		SP:Iteration 14Q (128223.710000 sec): 3 clusters
  Score: Raw -419061.304316 + Penalty 2707.530674 = -416353.773641
  nChanged 101
		SP:Iteration 15Q (128223.780000 sec): 3 clusters
  Score: Raw -419131.741425 + Penalty 2707.530674 = -416424.210750
  nChanged 89
		SP:Iteration 16Q (128223.860000 sec): 3 clusters
  Score: Raw -419201.832718 + Penalty 2707.530674 = -416494.302044
  nChanged 87
		SP:Iteration 17Q (128223.940000 sec): 3 clusters
  Score: Raw -419271.388802 + Penalty 2707.530674 = -416563.858128
  nChanged 79
		SP:Iteration 18Q (128224.010000 sec): 3 clusters
  Score: Raw -419339.458321 + Penalty 2707.530674 = -416631.927646
  nChanged 72
		SP:Iteration 19Q (128224.090000 sec): 3 clusters
  Score: Raw -419398.460700 + Penalty 2707.530674 = -416690.930026
  nChanged 56
		SP:Iteration 20F (128224.160000 sec): 3 clusters
  Score: Raw -419439.335548 + Penalty 2707.530674 = -416731.804874
  nChanged 31
		SP:Iteration 21Q (128224.240000 sec): 3 clusters
  Score: Raw -419459.950009 + Penalty 2707.530674 = -416752.419334
  nChanged 23
		SP:Iteration 22Q (128224.310000 sec): 3 clusters
  Score: Raw -419478.216208 + Penalty 2707.530674 = -416770.685534
  nChanged 18
		SP:Iteration 23Q (128224.380000 sec): 3 clusters
  Score: Raw -419492.118677 + Penalty 2707.530674 = -416784.588003
  nChanged 16
		SP:Iteration 24Q (128224.460000 sec): 3 clusters
  Score: Raw -419503.516143 + Penalty 2707.530674 = -416795.985469
  nChanged 13
		SP:Iteration 25Q (128224.530000 sec): 3 clusters
  Score: Raw -419511.443546 + Penalty 2707.530674 = -416803.912872
  nChanged 6
		SP:Iteration 26Q (128224.600000 sec): 3 clusters
  Score: Raw -419516.335235 + Penalty 2707.530674 = -416808.804561
  nChanged 4
		SP:Iteration 27Q (128224.680000 sec): 3 clusters
  Score: Raw -419519.472194 + Penalty 2707.530674 = -416811.941520
  nChanged 5
		SP:Iteration 28Q (128224.750000 sec): 3 clusters
  Score: Raw -419523.523084 + Penalty 2707.530674 = -416815.992409
  nChanged 2
		SP:Iteration 29Q (128224.820000 sec): 3 clusters
  Score: Raw -419525.454591 + Penalty 2707.530674 = -416817.923917
  nChanged 3
		SP:Iteration 30Q (128224.900000 sec): 3 clusters
  Score: Raw -419527.235859 + Penalty 2707.530674 = -416819.705185
  nChanged 4
		SP:Iteration 31Q (128224.970000 sec): 3 clusters
  Score: Raw -419530.368767 + Penalty 2707.530674 = -416822.838093
  nChanged 5
		SP:Iteration 32Q (128225.040000 sec): 3 clusters
  Score: Raw -419536.384167 + Penalty 2707.530674 = -416828.853492
  nChanged 6
		SP:Iteration 33Q (128225.110000 sec): 3 clusters
  Score: Raw -419541.064837 + Penalty 2707.530674 = -416833.534162
  nChanged 6
		SP:Iteration 34Q (128225.180000 sec): 3 clusters
  Score: Raw -419547.200557 + Penalty 2707.530674 = -416839.669883
  nChanged 5
		SP:Iteration 35Q (128225.260000 sec): 3 clusters
  Score: Raw -419552.181155 + Penalty 2707.530674 = -416844.650481
  nChanged 9
		SP:Iteration 36Q (128225.320000 sec): 3 clusters
  Score: Raw -419560.339657 + Penalty 2707.530674 = -416852.808982
  nChanged 6
		SP:Iteration 37Q (128225.400000 sec): 3 clusters
  Score: Raw -419564.334198 + Penalty 2707.530674 = -416856.803524
  nChanged 2
		SP:Iteration 38Q (128225.470000 sec): 3 clusters
  Score: Raw -419565.963781 + Penalty 2707.530674 = -416858.433107
  nChanged 4
		SP:Iteration 39Q (128225.540000 sec): 3 clusters
  Score: Raw -419568.227164 + Penalty 2707.530674 = -416860.696490
  nChanged 2
		SP:Iteration 40F (128225.620000 sec): 3 clusters
  Score: Raw -419569.894672 + Penalty 2707.530674 = -416862.363998
  nChanged 1
		SP:Iteration 41Q (128225.690000 sec): 3 clusters
  Score: Raw -419571.115451 + Penalty 2707.530674 = -416863.584777
  nChanged 1
		SP:Iteration 42Q (128225.760000 sec): 3 clusters
  Score: Raw -419572.415828 + Penalty 2707.530674 = -416864.885154
  nChanged 3
		SP:Iteration 43Q (128225.840000 sec): 3 clusters
  Score: Raw -419575.953777 + Penalty 2707.530674 = -416868.423102
  nChanged 4
		SP:Iteration 44Q (128225.910000 sec): 3 clusters
  Score: Raw -419579.920502 + Penalty 2707.530674 = -416872.389828
  nChanged 3
		SP:Iteration 45Q (128225.980000 sec): 3 clusters
  Score: Raw -419583.155154 + Penalty 2707.530674 = -416875.624480
  nChanged 3
		SP:Iteration 46Q (128226.050000 sec): 3 clusters
  Score: Raw -419585.622524 + Penalty 2707.530674 = -416878.091850
  nChanged 1
		SP:Iteration 47Q (128226.120000 sec): 3 clusters
  Score: Raw -419586.114642 + Penalty 2707.530674 = -416878.583967
  nChanged 0
		SP:Iteration 48F (128226.200000 sec): 3 clusters
  Score: Raw -419586.114642 + Penalty 2707.530674 = -416878.583967
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 54 (13662 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (128226.380000 sec): 2 clusters
  Score: Raw -1180314.894099 + Penalty 1547.385699 = -1178767.508400
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (128226.580000 sec): 3 clusters
  Score: Raw -1172406.662933 + Penalty 3094.771399 = -1169311.891534
  nChanged 6058
		SP:Iteration 1F (128226.780000 sec): 3 clusters
  Score: Raw -1175797.067505 + Penalty 3094.771399 = -1172702.296106
  nChanged 868
		SP:Iteration 2F (128226.990000 sec): 3 clusters
  Score: Raw -1176279.751173 + Penalty 3094.771399 = -1173184.979774
  nChanged 875
		SP:Iteration 3F (128227.180000 sec): 3 clusters
  Score: Raw -1176813.398877 + Penalty 3094.771399 = -1173718.627478
  nChanged 883
		SP:Iteration 4F (128227.370000 sec): 3 clusters
  Score: Raw -1177364.139997 + Penalty 3094.771399 = -1174269.368598
  nChanged 821
		SP:Iteration 5F (128227.560000 sec): 3 clusters
  Score: Raw -1177933.640881 + Penalty 3094.771399 = -1174838.869482
  nChanged 777
		SP:Iteration 6F (128227.750000 sec): 3 clusters
  Score: Raw -1178528.994777 + Penalty 3094.771399 = -1175434.223378
  nChanged 707
		SP:Iteration 7F (128227.960000 sec): 3 clusters
  Score: Raw -1179096.623052 + Penalty 3094.771399 = -1176001.851653
  nChanged 568
		SP:Iteration 8Q (128228.150000 sec): 3 clusters
  Score: Raw -1179578.403708 + Penalty 3094.771399 = -1176483.632309
  nChanged 427
		SP:Iteration 9Q (128228.350000 sec): 3 clusters
  Score: Raw -1179913.977134 + Penalty 3094.771399 = -1176819.205735
  nChanged 289
		SP:Iteration 10Q (128228.540000 sec): 3 clusters
  Score: Raw -1180124.500012 + Penalty 3094.771399 = -1177029.728613
  nChanged 209
		SP:Iteration 11Q (128228.720000 sec): 3 clusters
  Score: Raw -1180261.008967 + Penalty 3094.771399 = -1177166.237568
  nChanged 152
		SP:Iteration 12Q (128228.930000 sec): 3 clusters
  Score: Raw -1180362.604521 + Penalty 3094.771399 = -1177267.833122
  nChanged 106
		SP:Iteration 13Q (128229.100000 sec): 3 clusters
  Score: Raw -1180445.412481 + Penalty 3094.771399 = -1177350.641082
  nChanged 97
		SP:Iteration 14Q (128229.280000 sec): 3 clusters
  Score: Raw -1180516.973974 + Penalty 3094.771399 = -1177422.202575
  nChanged 89
		SP:Iteration 15Q (128229.460000 sec): 3 clusters
  Score: Raw -1180572.336168 + Penalty 3094.771399 = -1177477.564769
  nChanged 52
		SP:Iteration 16Q (128229.660000 sec): 3 clusters
  Score: Raw -1180601.067816 + Penalty 3094.771399 = -1177506.296417
  nChanged 30
		SP:Iteration 17Q (128229.860000 sec): 3 clusters
  Score: Raw -1180615.126849 + Penalty 3094.771399 = -1177520.355450
  nChanged 24
		SP:Iteration 18Q (128230.040000 sec): 3 clusters
  Score: Raw -1180629.194599 + Penalty 3094.771399 = -1177534.423200
  nChanged 27
		SP:Iteration 19Q (128230.210000 sec): 3 clusters
  Score: Raw -1180640.137285 + Penalty 3094.771399 = -1177545.365886
  nChanged 21
		SP:Iteration 20F (128230.450000 sec): 3 clusters
  Score: Raw -1180651.211771 + Penalty 3094.771399 = -1177556.440372
  nChanged 21
		SP:Iteration 21Q (128230.620000 sec): 3 clusters
  Score: Raw -1180660.176885 + Penalty 3094.771399 = -1177565.405486
  nChanged 17
		SP:Iteration 22Q (128230.800000 sec): 3 clusters
  Score: Raw -1180667.581098 + Penalty 3094.771399 = -1177572.809699
  nChanged 13
		SP:Iteration 23Q (128230.980000 sec): 3 clusters
  Score: Raw -1180674.342730 + Penalty 3094.771399 = -1177579.571331
  nChanged 11
		SP:Iteration 24Q (128231.190000 sec): 3 clusters
  Score: Raw -1180679.579791 + Penalty 3094.771399 = -1177584.808392
  nChanged 8
		SP:Iteration 25Q (128231.400000 sec): 3 clusters
  Score: Raw -1180682.414512 + Penalty 3094.771399 = -1177587.643113
  nChanged 4
		SP:Iteration 26Q (128231.610000 sec): 3 clusters
  Score: Raw -1180684.996405 + Penalty 3094.771399 = -1177590.225006
  nChanged 8
		SP:Iteration 27Q (128231.790000 sec): 3 clusters
  Score: Raw -1180688.788862 + Penalty 3094.771399 = -1177594.017463
  nChanged 14
		SP:Iteration 28Q (128231.970000 sec): 3 clusters
  Score: Raw -1180697.118737 + Penalty 3094.771399 = -1177602.347338
  nChanged 18
		SP:Iteration 29Q (128232.170000 sec): 3 clusters
  Score: Raw -1180706.696372 + Penalty 3094.771399 = -1177611.924973
  nChanged 11
		SP:Iteration 30Q (128232.340000 sec): 3 clusters
  Score: Raw -1180711.381865 + Penalty 3094.771399 = -1177616.610466
  nChanged 1
		SP:Iteration 31Q (128232.520000 sec): 3 clusters
  Score: Raw -1180712.282672 + Penalty 3094.771399 = -1177617.511273
  nChanged 3
		SP:Iteration 32Q (128232.750000 sec): 3 clusters
  Score: Raw -1180712.836700 + Penalty 3094.771399 = -1177618.065301
  nChanged 2
		SP:Iteration 33Q (128232.920000 sec): 3 clusters
  Score: Raw -1180713.257059 + Penalty 3094.771399 = -1177618.485660
  nChanged 1
		SP:Iteration 34Q (128233.100000 sec): 3 clusters
  Score: Raw -1180713.481136 + Penalty 3094.771399 = -1177618.709737
  nChanged 5
		SP:Iteration 35Q (128233.270000 sec): 3 clusters
  Score: Raw -1180714.871231 + Penalty 3094.771399 = -1177620.099832
  nChanged 1
		SP:Iteration 36Q (128233.480000 sec): 3 clusters
  Score: Raw -1180715.187796 + Penalty 3094.771399 = -1177620.416397
  nChanged 1
		SP:Iteration 37Q (128233.690000 sec): 3 clusters
  Score: Raw -1180715.270014 + Penalty 3094.771399 = -1177620.498615
  nChanged 0
		SP:Iteration 38F (128233.920000 sec): 3 clusters
  Score: Raw -1180715.270014 + Penalty 3094.771399 = -1177620.498615
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 55 (1550 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (128233.980000 sec): 2 clusters
  Score: Raw -123174.682569 + Penalty 1193.726659 = -121980.955909
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (128234.010000 sec): 3 clusters
  Score: Raw -122598.868843 + Penalty 2387.453318 = -120211.415525
  nChanged 519
		SP:Iteration 1F (128234.040000 sec): 3 clusters
  Score: Raw -123063.445007 + Penalty 2387.453318 = -120675.991689
  nChanged 149
		SP:Iteration 2F (128234.070000 sec): 3 clusters
  Score: Raw -123303.611141 + Penalty 2387.453318 = -120916.157823
  nChanged 104
		SP:Iteration 3F (128234.100000 sec): 3 clusters
  Score: Raw -123458.231276 + Penalty 2387.453318 = -121070.777958
  nChanged 81
		SP:Iteration 4F (128234.130000 sec): 3 clusters
  Score: Raw -123567.790500 + Penalty 2387.453318 = -121180.337181
  nChanged 63
		SP:Iteration 5Q (128234.160000 sec): 3 clusters
  Score: Raw -123654.733743 + Penalty 2387.453318 = -121267.280425
  nChanged 54
		SP:Iteration 6Q (128234.190000 sec): 3 clusters
  Score: Raw -123735.124446 + Penalty 2387.453318 = -121347.671128
  nChanged 47
		SP:Iteration 7Q (128234.220000 sec): 3 clusters
  Score: Raw -123811.870293 + Penalty 2387.453318 = -121424.416975
  nChanged 52
		SP:Iteration 8Q (128234.250000 sec): 3 clusters
  Score: Raw -123882.079632 + Penalty 2387.453318 = -121494.626314
  nChanged 48
		SP:Iteration 9Q (128234.280000 sec): 3 clusters
  Score: Raw -123945.386923 + Penalty 2387.453318 = -121557.933605
  nChanged 36
		SP:Iteration 10Q (128234.300000 sec): 3 clusters
  Score: Raw -124007.169829 + Penalty 2387.453318 = -121619.716511
  nChanged 45
		SP:Iteration 11Q (128234.330000 sec): 3 clusters
  Score: Raw -124073.312880 + Penalty 2387.453318 = -121685.859562
  nChanged 26
		SP:Iteration 12Q (128234.360000 sec): 3 clusters
  Score: Raw -124109.795958 + Penalty 2387.453318 = -121722.342639
  nChanged 24
		SP:Iteration 13Q (128234.390000 sec): 3 clusters
  Score: Raw -124135.213006 + Penalty 2387.453318 = -121747.759688
  nChanged 18
		SP:Iteration 14Q (128234.420000 sec): 3 clusters
  Score: Raw -124157.309395 + Penalty 2387.453318 = -121769.856077
  nChanged 10
		SP:Iteration 15Q (128234.450000 sec): 3 clusters
  Score: Raw -124169.339560 + Penalty 2387.453318 = -121781.886242
  nChanged 15
		SP:Iteration 16Q (128234.480000 sec): 3 clusters
  Score: Raw -124185.888974 + Penalty 2387.453318 = -121798.435656
  nChanged 14
		SP:Iteration 17Q (128234.500000 sec): 3 clusters
  Score: Raw -124209.926496 + Penalty 2387.453318 = -121822.473177
  nChanged 22
		SP:Iteration 18Q (128234.530000 sec): 3 clusters
  Score: Raw -124248.996588 + Penalty 2387.453318 = -121861.543270
  nChanged 18
		SP:Iteration 19Q (128234.560000 sec): 3 clusters
  Score: Raw -124275.325672 + Penalty 2387.453318 = -121887.872354
  nChanged 14
		SP:Iteration 20F (128234.590000 sec): 3 clusters
  Score: Raw -124288.585438 + Penalty 2387.453318 = -121901.132120
  nChanged 5
		SP:Iteration 21Q (128234.620000 sec): 3 clusters
  Score: Raw -124295.953235 + Penalty 2387.453318 = -121908.499917
  nChanged 6
		SP:Iteration 22Q (128234.640000 sec): 3 clusters
  Score: Raw -124301.396416 + Penalty 2387.453318 = -121913.943098
  nChanged 2
		SP:Iteration 23Q (128234.670000 sec): 3 clusters
  Score: Raw -124303.342031 + Penalty 2387.453318 = -121915.888713
  nChanged 0
		SP:Iteration 24F (128234.700000 sec): 3 clusters
  Score: Raw -124303.342031 + Penalty 2387.453318 = -121915.888713
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 56 (1399 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (128234.760000 sec): 2 clusters
  Score: Raw -99584.057132 + Penalty 1177.070858 = -98406.986273
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (128234.780000 sec): 3 clusters
  Score: Raw -99060.855253 + Penalty 2354.141717 = -96706.713536
  nChanged 500
		SP:Iteration 1F (128234.810000 sec): 3 clusters
  Score: Raw -99516.426153 + Penalty 2354.141717 = -97162.284436
  nChanged 144
		SP:Iteration 2F (128234.840000 sec): 3 clusters
  Score: Raw -99686.084095 + Penalty 2354.141717 = -97331.942378
  nChanged 83
		SP:Iteration 3F (128234.860000 sec): 3 clusters
  Score: Raw -99790.970923 + Penalty 2354.141717 = -97436.829206
  nChanged 70
		SP:Iteration 4F (128234.890000 sec): 3 clusters
  Score: Raw -99887.051086 + Penalty 2354.141717 = -97532.909369
  nChanged 54
		SP:Iteration 5Q (128234.920000 sec): 3 clusters
  Score: Raw -99948.709433 + Penalty 2354.141717 = -97594.567716
  nChanged 32
		SP:Iteration 6Q (128234.940000 sec): 3 clusters
  Score: Raw -99995.962141 + Penalty 2354.141717 = -97641.820425
  nChanged 34
		SP:Iteration 7Q (128234.970000 sec): 3 clusters
  Score: Raw -100036.834575 + Penalty 2354.141717 = -97682.692858
  nChanged 32
		SP:Iteration 8Q (128235.000000 sec): 3 clusters
  Score: Raw -100072.442755 + Penalty 2354.141717 = -97718.301038
  nChanged 22
		SP:Iteration 9Q (128235.020000 sec): 3 clusters
  Score: Raw -100097.608834 + Penalty 2354.141717 = -97743.467117
  nChanged 16
		SP:Iteration 10Q (128235.050000 sec): 3 clusters
  Score: Raw -100117.176964 + Penalty 2354.141717 = -97763.035247
  nChanged 17
		SP:Iteration 11Q (128235.080000 sec): 3 clusters
  Score: Raw -100140.373891 + Penalty 2354.141717 = -97786.232174
  nChanged 14
		SP:Iteration 12Q (128235.100000 sec): 3 clusters
  Score: Raw -100159.374472 + Penalty 2354.141717 = -97805.232756
  nChanged 15
		SP:Iteration 13Q (128235.130000 sec): 3 clusters
  Score: Raw -100175.428592 + Penalty 2354.141717 = -97821.286876
  nChanged 10
		SP:Iteration 14Q (128235.160000 sec): 3 clusters
  Score: Raw -100185.087941 + Penalty 2354.141717 = -97830.946224
  nChanged 6
		SP:Iteration 15Q (128235.180000 sec): 3 clusters
  Score: Raw -100192.192930 + Penalty 2354.141717 = -97838.051213
  nChanged 6
		SP:Iteration 16Q (128235.210000 sec): 3 clusters
  Score: Raw -100198.674047 + Penalty 2354.141717 = -97844.532330
  nChanged 6
		SP:Iteration 17Q (128235.230000 sec): 3 clusters
  Score: Raw -100206.570588 + Penalty 2354.141717 = -97852.428872
  nChanged 10
		SP:Iteration 18Q (128235.260000 sec): 3 clusters
  Score: Raw -100214.268988 + Penalty 2354.141717 = -97860.127272
  nChanged 5
		SP:Iteration 19Q (128235.290000 sec): 3 clusters
  Score: Raw -100218.298573 + Penalty 2354.141717 = -97864.156856
  nChanged 6
		SP:Iteration 20F (128235.310000 sec): 3 clusters
  Score: Raw -100226.317208 + Penalty 2354.141717 = -97872.175491
  nChanged 4
		SP:Iteration 21Q (128235.340000 sec): 3 clusters
  Score: Raw -100230.502584 + Penalty 2354.141717 = -97876.360867
  nChanged 4
		SP:Iteration 22Q (128235.360000 sec): 3 clusters
  Score: Raw -100231.723809 + Penalty 2354.141717 = -97877.582092
  nChanged 1
		SP:Iteration 23Q (128235.390000 sec): 3 clusters
  Score: Raw -100232.028325 + Penalty 2354.141717 = -97877.886608
  nChanged 0
		SP:Iteration 24F (128235.420000 sec): 3 clusters
  Score: Raw -100232.028325 + Penalty 2354.141717 = -97877.886608
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 57 (7143 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (128235.510000 sec): 2 clusters
  Score: Raw -607390.526106 + Penalty 1442.006822 = -605948.519284
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (128235.660000 sec): 3 clusters
  Score: Raw -603485.304726 + Penalty 2884.013644 = -600601.291082
  nChanged 3005
		SP:Iteration 1F (128235.760000 sec): 3 clusters
  Score: Raw -605237.870174 + Penalty 2884.013644 = -602353.856530
  nChanged 538
		SP:Iteration 2F (128235.880000 sec): 3 clusters
  Score: Raw -605548.255374 + Penalty 2884.013644 = -602664.241730
  nChanged 469
		SP:Iteration 3F (128235.990000 sec): 3 clusters
  Score: Raw -605823.582158 + Penalty 2884.013644 = -602939.568514
  nChanged 404
		SP:Iteration 4F (128236.100000 sec): 3 clusters
  Score: Raw -606057.695762 + Penalty 2884.013644 = -603173.682118
  nChanged 360
		SP:Iteration 5F (128236.210000 sec): 3 clusters
  Score: Raw -606259.301068 + Penalty 2884.013644 = -603375.287424
  nChanged 307
		SP:Iteration 6Q (128236.320000 sec): 3 clusters
  Score: Raw -606413.060120 + Penalty 2884.013644 = -603529.046476
  nChanged 264
		SP:Iteration 7Q (128236.440000 sec): 3 clusters
  Score: Raw -606540.722541 + Penalty 2884.013644 = -603656.708897
  nChanged 238
		SP:Iteration 8Q (128236.550000 sec): 3 clusters
  Score: Raw -606665.250067 + Penalty 2884.013644 = -603781.236423
  nChanged 216
		SP:Iteration 9Q (128236.670000 sec): 3 clusters
  Score: Raw -606769.538761 + Penalty 2884.013644 = -603885.525118
  nChanged 190
		SP:Iteration 10Q (128236.800000 sec): 3 clusters
  Score: Raw -606859.916646 + Penalty 2884.013644 = -603975.903002
  nChanged 174
		SP:Iteration 11Q (128236.930000 sec): 3 clusters
  Score: Raw -606942.933166 + Penalty 2884.013644 = -604058.919522
  nChanged 148
		SP:Iteration 12Q (128237.060000 sec): 3 clusters
  Score: Raw -607010.599539 + Penalty 2884.013644 = -604126.585895
  nChanged 139
		SP:Iteration 13Q (128237.190000 sec): 3 clusters
  Score: Raw -607079.789881 + Penalty 2884.013644 = -604195.776237
  nChanged 150
		SP:Iteration 14Q (128237.320000 sec): 3 clusters
  Score: Raw -607149.793662 + Penalty 2884.013644 = -604265.780018
  nChanged 118
		SP:Iteration 15Q (128237.440000 sec): 3 clusters
  Score: Raw -607201.942747 + Penalty 2884.013644 = -604317.929103
  nChanged 94
		SP:Iteration 16Q (128237.580000 sec): 3 clusters
  Score: Raw -607243.961046 + Penalty 2884.013644 = -604359.947402
  nChanged 98
		SP:Iteration 17Q (128237.700000 sec): 3 clusters
  Score: Raw -607285.177149 + Penalty 2884.013644 = -604401.163505
  nChanged 90
		SP:Iteration 18Q (128237.840000 sec): 3 clusters
  Score: Raw -607322.694660 + Penalty 2884.013644 = -604438.681016
  nChanged 67
		SP:Iteration 19Q (128237.960000 sec): 3 clusters
  Score: Raw -607350.899045 + Penalty 2884.013644 = -604466.885401
  nChanged 71
		SP:Iteration 20F (128238.090000 sec): 3 clusters
  Score: Raw -607384.187589 + Penalty 2884.013644 = -604500.173945
  nChanged 65
		SP:Iteration 21Q (128238.220000 sec): 3 clusters
  Score: Raw -607415.456243 + Penalty 2884.013644 = -604531.442599
  nChanged 62
		SP:Iteration 22Q (128238.350000 sec): 3 clusters
  Score: Raw -607443.482671 + Penalty 2884.013644 = -604559.469028
  nChanged 66
		SP:Iteration 23Q (128238.480000 sec): 3 clusters
  Score: Raw -607472.134724 + Penalty 2884.013644 = -604588.121080
  nChanged 56
		SP:Iteration 24Q (128238.600000 sec): 3 clusters
  Score: Raw -607499.363896 + Penalty 2884.013644 = -604615.350252
  nChanged 51
		SP:Iteration 25Q (128238.730000 sec): 3 clusters
  Score: Raw -607523.067006 + Penalty 2884.013644 = -604639.053362
  nChanged 49
		SP:Iteration 26Q (128238.860000 sec): 3 clusters
  Score: Raw -607548.104461 + Penalty 2884.013644 = -604664.090817
  nChanged 43
		SP:Iteration 27Q (128238.980000 sec): 3 clusters
  Score: Raw -607567.456616 + Penalty 2884.013644 = -604683.442972
  nChanged 24
		SP:Iteration 28Q (128239.110000 sec): 3 clusters
  Score: Raw -607578.195549 + Penalty 2884.013644 = -604694.181905
  nChanged 20
		SP:Iteration 29Q (128239.240000 sec): 3 clusters
  Score: Raw -607586.352671 + Penalty 2884.013644 = -604702.339027
  nChanged 17
		SP:Iteration 30Q (128239.360000 sec): 3 clusters
  Score: Raw -607593.222514 + Penalty 2884.013644 = -604709.208870
  nChanged 19
		SP:Iteration 31Q (128239.480000 sec): 3 clusters
  Score: Raw -607601.812828 + Penalty 2884.013644 = -604717.799184
  nChanged 27
		SP:Iteration 32Q (128239.600000 sec): 3 clusters
  Score: Raw -607617.219269 + Penalty 2884.013644 = -604733.205625
  nChanged 26
		SP:Iteration 33Q (128239.730000 sec): 3 clusters
  Score: Raw -607636.160241 + Penalty 2884.013644 = -604752.146598
  nChanged 27
		SP:Iteration 34Q (128239.850000 sec): 3 clusters
  Score: Raw -607653.881895 + Penalty 2884.013644 = -604769.868251
  nChanged 26
		SP:Iteration 35Q (128239.970000 sec): 3 clusters
  Score: Raw -607670.339006 + Penalty 2884.013644 = -604786.325362
  nChanged 26
		SP:Iteration 36Q (128240.100000 sec): 3 clusters
  Score: Raw -607682.061275 + Penalty 2884.013644 = -604798.047631
  nChanged 25
		SP:Iteration 37Q (128240.220000 sec): 3 clusters
  Score: Raw -607693.335978 + Penalty 2884.013644 = -604809.322334
  nChanged 14
		SP:Iteration 38Q (128240.340000 sec): 3 clusters
  Score: Raw -607700.330605 + Penalty 2884.013644 = -604816.316962
  nChanged 10
		SP:Iteration 39Q (128240.460000 sec): 3 clusters
  Score: Raw -607705.277178 + Penalty 2884.013644 = -604821.263534
  nChanged 7
		SP:Iteration 40F (128240.580000 sec): 3 clusters
  Score: Raw -607708.673089 + Penalty 2884.013644 = -604824.659446
  nChanged 4
		SP:Iteration 41Q (128240.700000 sec): 3 clusters
  Score: Raw -607709.733609 + Penalty 2884.013644 = -604825.719965
  nChanged 0
		SP:Iteration 42F (128240.820000 sec): 3 clusters
  Score: Raw -607709.733609 + Penalty 2884.013644 = -604825.719965
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 58 (3186 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (128240.890000 sec): 2 clusters
  Score: Raw -249906.159837 + Penalty 1310.809742 = -248595.350095
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (128240.960000 sec): 3 clusters
  Score: Raw -248395.777086 + Penalty 2621.619484 = -245774.157601
  nChanged 1206
		SP:Iteration 1F (128241.020000 sec): 3 clusters
  Score: Raw -249176.487243 + Penalty 2621.619484 = -246554.867758
  nChanged 269
		SP:Iteration 2F (128241.080000 sec): 3 clusters
  Score: Raw -249406.339620 + Penalty 2621.619484 = -246784.720136
  nChanged 208
		SP:Iteration 3F (128241.140000 sec): 3 clusters
  Score: Raw -249581.357573 + Penalty 2621.619484 = -246959.738089
  nChanged 166
		SP:Iteration 4F (128241.200000 sec): 3 clusters
  Score: Raw -249735.251261 + Penalty 2621.619484 = -247113.631777
  nChanged 160
		SP:Iteration 5F (128241.260000 sec): 3 clusters
  Score: Raw -249858.956206 + Penalty 2621.619484 = -247237.336722
  nChanged 123
		SP:Iteration 6Q (128241.320000 sec): 3 clusters
  Score: Raw -249934.868533 + Penalty 2621.619484 = -247313.249049
  nChanged 80
		SP:Iteration 7Q (128241.380000 sec): 3 clusters
  Score: Raw -249985.343436 + Penalty 2621.619484 = -247363.723952
  nChanged 65
		SP:Iteration 8Q (128241.440000 sec): 3 clusters
  Score: Raw -250017.109758 + Penalty 2621.619484 = -247395.490273
  nChanged 48
		SP:Iteration 9Q (128241.500000 sec): 3 clusters
  Score: Raw -250039.671127 + Penalty 2621.619484 = -247418.051642
  nChanged 44
		SP:Iteration 10Q (128241.560000 sec): 3 clusters
  Score: Raw -250061.412168 + Penalty 2621.619484 = -247439.792683
  nChanged 38
		SP:Iteration 11Q (128241.620000 sec): 3 clusters
  Score: Raw -250080.432765 + Penalty 2621.619484 = -247458.813281
  nChanged 35
		SP:Iteration 12Q (128241.680000 sec): 3 clusters
  Score: Raw -250096.796980 + Penalty 2621.619484 = -247475.177495
  nChanged 33
		SP:Iteration 13Q (128241.740000 sec): 3 clusters
  Score: Raw -250111.631278 + Penalty 2621.619484 = -247490.011793
  nChanged 28
		SP:Iteration 14Q (128241.800000 sec): 3 clusters
  Score: Raw -250124.816861 + Penalty 2621.619484 = -247503.197377
  nChanged 23
		SP:Iteration 15Q (128241.860000 sec): 3 clusters
  Score: Raw -250136.899053 + Penalty 2621.619484 = -247515.279569
  nChanged 26
		SP:Iteration 16Q (128241.920000 sec): 3 clusters
  Score: Raw -250147.279179 + Penalty 2621.619484 = -247525.659695
  nChanged 23
		SP:Iteration 17Q (128241.980000 sec): 3 clusters
  Score: Raw -250156.376309 + Penalty 2621.619484 = -247534.756824
  nChanged 25
		SP:Iteration 18Q (128242.040000 sec): 3 clusters
  Score: Raw -250166.633827 + Penalty 2621.619484 = -247545.014343
  nChanged 20
		SP:Iteration 19Q (128242.100000 sec): 3 clusters
  Score: Raw -250174.049296 + Penalty 2621.619484 = -247552.429812
  nChanged 10
		SP:Iteration 20F (128242.160000 sec): 3 clusters
  Score: Raw -250177.691745 + Penalty 2621.619484 = -247556.072261
  nChanged 14
		SP:Iteration 21Q (128242.220000 sec): 3 clusters
  Score: Raw -250182.152708 + Penalty 2621.619484 = -247560.533223
  nChanged 17
		SP:Iteration 22Q (128242.280000 sec): 3 clusters
  Score: Raw -250188.865297 + Penalty 2621.619484 = -247567.245813
  nChanged 18
		SP:Iteration 23Q (128242.340000 sec): 3 clusters
  Score: Raw -250195.298033 + Penalty 2621.619484 = -247573.678548
  nChanged 17
		SP:Iteration 24Q (128242.400000 sec): 3 clusters
  Score: Raw -250203.083521 + Penalty 2621.619484 = -247581.464036
  nChanged 19
		SP:Iteration 25Q (128242.460000 sec): 3 clusters
  Score: Raw -250210.844587 + Penalty 2621.619484 = -247589.225103
  nChanged 22
		SP:Iteration 26Q (128242.520000 sec): 3 clusters
  Score: Raw -250218.782532 + Penalty 2621.619484 = -247597.163048
  nChanged 23
		SP:Iteration 27Q (128242.590000 sec): 3 clusters
  Score: Raw -250225.960914 + Penalty 2621.619484 = -247604.341430
  nChanged 17
		SP:Iteration 28Q (128242.650000 sec): 3 clusters
  Score: Raw -250231.951175 + Penalty 2621.619484 = -247610.331691
  nChanged 18
		SP:Iteration 29Q (128242.710000 sec): 3 clusters
  Score: Raw -250238.197933 + Penalty 2621.619484 = -247616.578449
  nChanged 15
		SP:Iteration 30Q (128242.770000 sec): 3 clusters
  Score: Raw -250242.421856 + Penalty 2621.619484 = -247620.802372
  nChanged 11
		SP:Iteration 31Q (128242.830000 sec): 3 clusters
  Score: Raw -250246.227156 + Penalty 2621.619484 = -247624.607672
  nChanged 8
		SP:Iteration 32Q (128242.880000 sec): 3 clusters
  Score: Raw -250248.298450 + Penalty 2621.619484 = -247626.678966
  nChanged 5
		SP:Iteration 33Q (128242.940000 sec): 3 clusters
  Score: Raw -250249.569165 + Penalty 2621.619484 = -247627.949680
  nChanged 7
		SP:Iteration 34Q (128243.000000 sec): 3 clusters
  Score: Raw -250251.789669 + Penalty 2621.619484 = -247630.170185
  nChanged 7
		SP:Iteration 35Q (128243.060000 sec): 3 clusters
  Score: Raw -250254.370984 + Penalty 2621.619484 = -247632.751500
  nChanged 8
		SP:Iteration 36Q (128243.120000 sec): 3 clusters
  Score: Raw -250256.554799 + Penalty 2621.619484 = -247634.935315
  nChanged 6
		SP:Iteration 37Q (128243.180000 sec): 3 clusters
  Score: Raw -250257.678427 + Penalty 2621.619484 = -247636.058943
  nChanged 6
		SP:Iteration 38Q (128243.250000 sec): 3 clusters
  Score: Raw -250259.705744 + Penalty 2621.619484 = -247638.086259
  nChanged 4
		SP:Iteration 39Q (128243.310000 sec): 3 clusters
  Score: Raw -250260.681335 + Penalty 2621.619484 = -247639.061850
  nChanged 1
		SP:Iteration 40F (128243.370000 sec): 3 clusters
  Score: Raw -250260.996804 + Penalty 2621.619484 = -247639.377319
  nChanged 1
		SP:Iteration 41Q (128243.430000 sec): 3 clusters
  Score: Raw -250261.120315 + Penalty 2621.619484 = -247639.500831
  nChanged 0
		SP:Iteration 42F (128243.480000 sec): 3 clusters
  Score: Raw -250261.120315 + Penalty 2621.619484 = -247639.500831
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 59 (5641 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (128243.570000 sec): 2 clusters
  Score: Raw -514788.042788 + Penalty 1403.645203 = -513384.397585
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (128243.680000 sec): 3 clusters
  Score: Raw -511828.831482 + Penalty 2807.290406 = -509021.541077
  nChanged 2275
		SP:Iteration 1F (128243.790000 sec): 3 clusters
  Score: Raw -513003.013441 + Penalty 2807.290406 = -510195.723035
  nChanged 366
		SP:Iteration 2F (128243.890000 sec): 3 clusters
  Score: Raw -513182.307008 + Penalty 2807.290406 = -510375.016602
  nChanged 267
		SP:Iteration 3Q (128243.990000 sec): 3 clusters
  Score: Raw -513294.756628 + Penalty 2807.290406 = -510487.466222
  nChanged 195
		SP:Iteration 4Q (128244.090000 sec): 3 clusters
  Score: Raw -513371.639715 + Penalty 2807.290406 = -510564.349309
  nChanged 169
		SP:Iteration 5Q (128244.190000 sec): 3 clusters
  Score: Raw -513438.417075 + Penalty 2807.290406 = -510631.126669
  nChanged 161
		SP:Iteration 6Q (128244.290000 sec): 3 clusters
  Score: Raw -513506.648452 + Penalty 2807.290406 = -510699.358046
  nChanged 168
		SP:Iteration 7Q (128244.390000 sec): 3 clusters
  Score: Raw -513580.548749 + Penalty 2807.290406 = -510773.258343
  nChanged 159
		SP:Iteration 8Q (128244.500000 sec): 3 clusters
  Score: Raw -513643.808151 + Penalty 2807.290406 = -510836.517745
  nChanged 137
		SP:Iteration 9Q (128244.600000 sec): 3 clusters
  Score: Raw -513696.729252 + Penalty 2807.290406 = -510889.438846
  nChanged 114
		SP:Iteration 10Q (128244.700000 sec): 3 clusters
  Score: Raw -513741.801383 + Penalty 2807.290406 = -510934.510978
  nChanged 123
		SP:Iteration 11Q (128244.800000 sec): 3 clusters
  Score: Raw -513794.729792 + Penalty 2807.290406 = -510987.439386
  nChanged 139
		SP:Iteration 12Q (128244.900000 sec): 3 clusters
  Score: Raw -513868.080751 + Penalty 2807.290406 = -511060.790345
  nChanged 159
		SP:Iteration 13Q (128245.000000 sec): 3 clusters
  Score: Raw -513957.848600 + Penalty 2807.290406 = -511150.558194
  nChanged 160
		SP:Iteration 14Q (128245.100000 sec): 3 clusters
  Score: Raw -514050.707398 + Penalty 2807.290406 = -511243.416992
  nChanged 168
		SP:Iteration 15Q (128245.200000 sec): 3 clusters
  Score: Raw -514150.714066 + Penalty 2807.290406 = -511343.423660
  nChanged 160
		SP:Iteration 16Q (128245.300000 sec): 3 clusters
  Score: Raw -514253.905199 + Penalty 2807.290406 = -511446.614793
  nChanged 172
		SP:Iteration 17Q (128245.400000 sec): 3 clusters
  Score: Raw -514371.209136 + Penalty 2807.290406 = -511563.918730
  nChanged 165
		SP:Iteration 18Q (128245.500000 sec): 3 clusters
  Score: Raw -514481.265830 + Penalty 2807.290406 = -511673.975424
  nChanged 131
		SP:Iteration 19Q (128245.590000 sec): 3 clusters
  Score: Raw -514565.028724 + Penalty 2807.290406 = -511757.738318
  nChanged 113
		SP:Iteration 20F (128245.690000 sec): 3 clusters
  Score: Raw -514636.973988 + Penalty 2807.290406 = -511829.683582
  nChanged 91
		SP:Iteration 21Q (128245.780000 sec): 3 clusters
  Score: Raw -514701.275057 + Penalty 2807.290406 = -511893.984651
  nChanged 56
		SP:Iteration 22Q (128245.880000 sec): 3 clusters
  Score: Raw -514738.478327 + Penalty 2807.290406 = -511931.187921
  nChanged 46
		SP:Iteration 23Q (128245.970000 sec): 3 clusters
  Score: Raw -514770.333811 + Penalty 2807.290406 = -511963.043405
  nChanged 37
		SP:Iteration 24Q (128246.070000 sec): 3 clusters
  Score: Raw -514796.886768 + Penalty 2807.290406 = -511989.596362
  nChanged 25
		SP:Iteration 25Q (128246.160000 sec): 3 clusters
  Score: Raw -514816.876780 + Penalty 2807.290406 = -512009.586374
  nChanged 16
		SP:Iteration 26Q (128246.250000 sec): 3 clusters
  Score: Raw -514829.031853 + Penalty 2807.290406 = -512021.741447
  nChanged 11
		SP:Iteration 27Q (128246.350000 sec): 3 clusters
  Score: Raw -514839.020064 + Penalty 2807.290406 = -512031.729658
  nChanged 10
		SP:Iteration 28Q (128246.440000 sec): 3 clusters
  Score: Raw -514848.150786 + Penalty 2807.290406 = -512040.860380
  nChanged 11
		SP:Iteration 29Q (128246.530000 sec): 3 clusters
  Score: Raw -514856.444323 + Penalty 2807.290406 = -512049.153917
  nChanged 14
		SP:Iteration 30Q (128246.620000 sec): 3 clusters
  Score: Raw -514868.887808 + Penalty 2807.290406 = -512061.597402
  nChanged 16
		SP:Iteration 31Q (128246.720000 sec): 3 clusters
  Score: Raw -514880.438117 + Penalty 2807.290406 = -512073.147711
  nChanged 8
		SP:Iteration 32Q (128246.810000 sec): 3 clusters
  Score: Raw -514886.600301 + Penalty 2807.290406 = -512079.309895
  nChanged 8
		SP:Iteration 33Q (128246.900000 sec): 3 clusters
  Score: Raw -514893.633017 + Penalty 2807.290406 = -512086.342611
  nChanged 9
		SP:Iteration 34Q (128247.000000 sec): 3 clusters
  Score: Raw -514900.093107 + Penalty 2807.290406 = -512092.802701
  nChanged 4
		SP:Iteration 35Q (128247.090000 sec): 3 clusters
  Score: Raw -514902.852890 + Penalty 2807.290406 = -512095.562484
  nChanged 3
		SP:Iteration 36Q (128247.180000 sec): 3 clusters
  Score: Raw -514904.584465 + Penalty 2807.290406 = -512097.294059
  nChanged 0
		SP:Iteration 37F (128247.280000 sec): 3 clusters
  Score: Raw -514904.584465 + Penalty 2807.290406 = -512097.294059
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 60 (1465 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (128247.340000 sec): 2 clusters
  Score: Raw -109346.336100 + Penalty 1184.561710 = -108161.774390
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (128247.370000 sec): 3 clusters
  Score: Raw -108828.498766 + Penalty 2369.123419 = -106459.375347
  nChanged 492
		SP:Iteration 1F (128247.400000 sec): 3 clusters
  Score: Raw -109288.669663 + Penalty 2369.123419 = -106919.546244
  nChanged 132
		SP:Iteration 2F (128247.420000 sec): 3 clusters
  Score: Raw -109473.844749 + Penalty 2369.123419 = -107104.721330
  nChanged 92
		SP:Iteration 3F (128247.450000 sec): 3 clusters
  Score: Raw -109641.598552 + Penalty 2369.123419 = -107272.475132
  nChanged 80
		SP:Iteration 4F (128247.480000 sec): 3 clusters
  Score: Raw -109786.141720 + Penalty 2369.123419 = -107417.018300
  nChanged 53
		SP:Iteration 5Q (128247.510000 sec): 3 clusters
  Score: Raw -109857.875619 + Penalty 2369.123419 = -107488.752199
  nChanged 27
		SP:Iteration 6Q (128247.540000 sec): 3 clusters
  Score: Raw -109895.505217 + Penalty 2369.123419 = -107526.381797
  nChanged 33
		SP:Iteration 7Q (128247.560000 sec): 3 clusters
  Score: Raw -109960.563108 + Penalty 2369.123419 = -107591.439688
  nChanged 34
		SP:Iteration 8Q (128247.590000 sec): 3 clusters
  Score: Raw -110029.139016 + Penalty 2369.123419 = -107660.015597
  nChanged 28
		SP:Iteration 9Q (128247.620000 sec): 3 clusters
  Score: Raw -110079.119690 + Penalty 2369.123419 = -107709.996270
  nChanged 30
		SP:Iteration 10Q (128247.650000 sec): 3 clusters
  Score: Raw -110126.091424 + Penalty 2369.123419 = -107756.968005
  nChanged 24
		SP:Iteration 11Q (128247.670000 sec): 3 clusters
  Score: Raw -110152.710699 + Penalty 2369.123419 = -107783.587280
  nChanged 15
		SP:Iteration 12Q (128247.700000 sec): 3 clusters
  Score: Raw -110174.133935 + Penalty 2369.123419 = -107805.010516
  nChanged 8
		SP:Iteration 13Q (128247.730000 sec): 3 clusters
  Score: Raw -110182.560501 + Penalty 2369.123419 = -107813.437081
  nChanged 9
		SP:Iteration 14Q (128247.760000 sec): 3 clusters
  Score: Raw -110194.940719 + Penalty 2369.123419 = -107825.817300
  nChanged 10
		SP:Iteration 15Q (128247.780000 sec): 3 clusters
  Score: Raw -110202.860130 + Penalty 2369.123419 = -107833.736711
  nChanged 6
		SP:Iteration 16Q (128247.810000 sec): 3 clusters
  Score: Raw -110210.042891 + Penalty 2369.123419 = -107840.919472
  nChanged 6
		SP:Iteration 17Q (128247.840000 sec): 3 clusters
  Score: Raw -110216.818603 + Penalty 2369.123419 = -107847.695184
  nChanged 8
		SP:Iteration 18Q (128247.860000 sec): 3 clusters
  Score: Raw -110224.963292 + Penalty 2369.123419 = -107855.839872
  nChanged 4
		SP:Iteration 19Q (128247.890000 sec): 3 clusters
  Score: Raw -110229.064431 + Penalty 2369.123419 = -107859.941012
  nChanged 5
		SP:Iteration 20F (128247.920000 sec): 3 clusters
  Score: Raw -110234.074982 + Penalty 2369.123419 = -107864.951563
  nChanged 4
		SP:Iteration 21Q (128247.940000 sec): 3 clusters
  Score: Raw -110239.794679 + Penalty 2369.123419 = -107870.671259
  nChanged 5
		SP:Iteration 22Q (128247.970000 sec): 3 clusters
  Score: Raw -110246.227758 + Penalty 2369.123419 = -107877.104338
  nChanged 5
		SP:Iteration 23Q (128248.000000 sec): 3 clusters
  Score: Raw -110250.907015 + Penalty 2369.123419 = -107881.783595
  nChanged 5
		SP:Iteration 24Q (128248.020000 sec): 3 clusters
  Score: Raw -110253.374156 + Penalty 2369.123419 = -107884.250737
  nChanged 4
		SP:Iteration 25Q (128248.050000 sec): 3 clusters
  Score: Raw -110256.707629 + Penalty 2369.123419 = -107887.584210
  nChanged 4
		SP:Iteration 26Q (128248.080000 sec): 3 clusters
  Score: Raw -110262.297306 + Penalty 2369.123419 = -107893.173886
  nChanged 4
		SP:Iteration 27Q (128248.100000 sec): 3 clusters
  Score: Raw -110265.761901 + Penalty 2369.123419 = -107896.638482
  nChanged 3
		SP:Iteration 28Q (128248.130000 sec): 3 clusters
  Score: Raw -110268.430455 + Penalty 2369.123419 = -107899.307036
  nChanged 0
		SP:Iteration 29F (128248.160000 sec): 3 clusters
  Score: Raw -110268.430455 + Penalty 2369.123419 = -107899.307036
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 61 (257 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (128248.200000 sec): 2 clusters
  Score: Raw -19033.290573 + Penalty 901.724864 = -18131.565709
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (128248.200000 sec): 3 clusters
  Score: Raw -19122.408300 + Penalty 1803.449728 = -17318.958573
  nChanged 35
		SP:Iteration 1F (128248.210000 sec): 3 clusters
  Score: Raw -19231.063776 + Penalty 1803.449728 = -17427.614049
  nChanged 11
		SP:Iteration 2Q (128248.220000 sec): 3 clusters
  Score: Raw -19267.662211 + Penalty 1803.449728 = -17464.212484
  nChanged 5
		SP:Iteration 3Q (128248.220000 sec): 3 clusters
  Score: Raw -19282.760966 + Penalty 1803.449728 = -17479.311238
  nChanged 2
		SP:Iteration 4Q (128248.230000 sec): 3 clusters
  Score: Raw -19285.513352 + Penalty 1803.449728 = -17482.063625
  nChanged 0
		SP:Iteration 5F (128248.230000 sec): 3 clusters
  Score: Raw -19285.513352 + Penalty 1803.449728 = -17482.063625
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 62 (1197 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (128248.290000 sec): 2 clusters
  Score: Raw -109252.515089 + Penalty 1151.730727 = -108100.784362
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (128248.310000 sec): 3 clusters
  Score: Raw -108841.682922 + Penalty 2303.461454 = -106538.221468
  nChanged 374
		SP:Iteration 1F (128248.330000 sec): 3 clusters
  Score: Raw -109168.135928 + Penalty 2303.461454 = -106864.674474
  nChanged 108
		SP:Iteration 2F (128248.350000 sec): 3 clusters
  Score: Raw -109288.879220 + Penalty 2303.461454 = -106985.417766
  nChanged 72
		SP:Iteration 3F (128248.380000 sec): 3 clusters
  Score: Raw -109381.286931 + Penalty 2303.461454 = -107077.825477
  nChanged 56
		SP:Iteration 4Q (128248.400000 sec): 3 clusters
  Score: Raw -109499.282408 + Penalty 2303.461454 = -107195.820953
  nChanged 47
		SP:Iteration 5Q (128248.430000 sec): 3 clusters
  Score: Raw -109581.042079 + Penalty 2303.461454 = -107277.580625
  nChanged 39
		SP:Iteration 6Q (128248.450000 sec): 3 clusters
  Score: Raw -109623.240514 + Penalty 2303.461454 = -107319.779059
  nChanged 32
		SP:Iteration 7Q (128248.470000 sec): 3 clusters
  Score: Raw -109661.511331 + Penalty 2303.461454 = -107358.049877
  nChanged 34
		SP:Iteration 8Q (128248.490000 sec): 3 clusters
  Score: Raw -109699.969975 + Penalty 2303.461454 = -107396.508521
  nChanged 18
		SP:Iteration 9Q (128248.520000 sec): 3 clusters
  Score: Raw -109718.413077 + Penalty 2303.461454 = -107414.951623
  nChanged 17
		SP:Iteration 10Q (128248.540000 sec): 3 clusters
  Score: Raw -109737.683228 + Penalty 2303.461454 = -107434.221774
  nChanged 11
		SP:Iteration 11Q (128248.560000 sec): 3 clusters
  Score: Raw -109750.605515 + Penalty 2303.461454 = -107447.144061
  nChanged 10
		SP:Iteration 12Q (128248.590000 sec): 3 clusters
  Score: Raw -109765.308328 + Penalty 2303.461454 = -107461.846874
  nChanged 18
		SP:Iteration 13Q (128248.610000 sec): 3 clusters
  Score: Raw -109788.856170 + Penalty 2303.461454 = -107485.394716
  nChanged 15
		SP:Iteration 14Q (128248.630000 sec): 3 clusters
  Score: Raw -109801.413381 + Penalty 2303.461454 = -107497.951926
  nChanged 6
		SP:Iteration 15Q (128248.660000 sec): 3 clusters
  Score: Raw -109811.893703 + Penalty 2303.461454 = -107508.432249
  nChanged 8
		SP:Iteration 16Q (128248.680000 sec): 3 clusters
  Score: Raw -109821.219309 + Penalty 2303.461454 = -107517.757855
  nChanged 6
		SP:Iteration 17Q (128248.700000 sec): 3 clusters
  Score: Raw -109829.251986 + Penalty 2303.461454 = -107525.790532
  nChanged 11
		SP:Iteration 18Q (128248.730000 sec): 3 clusters
  Score: Raw -109841.914989 + Penalty 2303.461454 = -107538.453535
  nChanged 8
		SP:Iteration 19Q (128248.750000 sec): 3 clusters
  Score: Raw -109852.859446 + Penalty 2303.461454 = -107549.397992
  nChanged 7
		SP:Iteration 20F (128248.770000 sec): 3 clusters
  Score: Raw -109860.061012 + Penalty 2303.461454 = -107556.599558
  nChanged 6
		SP:Iteration 21Q (128248.790000 sec): 3 clusters
  Score: Raw -109866.162211 + Penalty 2303.461454 = -107562.700757
  nChanged 3
		SP:Iteration 22Q (128248.820000 sec): 3 clusters
  Score: Raw -109868.889469 + Penalty 2303.461454 = -107565.428014
  nChanged 2
		SP:Iteration 23Q (128248.840000 sec): 3 clusters
  Score: Raw -109871.944143 + Penalty 2303.461454 = -107568.482689
  nChanged 2
		SP:Iteration 24Q (128248.870000 sec): 3 clusters
  Score: Raw -109873.109476 + Penalty 2303.461454 = -107569.648021
  nChanged 1
		SP:Iteration 25Q (128248.890000 sec): 3 clusters
  Score: Raw -109874.611715 + Penalty 2303.461454 = -107571.150261
  nChanged 1
		SP:Iteration 26Q (128248.910000 sec): 3 clusters
  Score: Raw -109875.337900 + Penalty 2303.461454 = -107571.876446
  nChanged 0
		SP:Iteration 27F (128248.930000 sec): 3 clusters
  Score: Raw -109875.337900 + Penalty 2303.461454 = -107571.876446
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 63 (2431 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (128249.000000 sec): 2 clusters
  Score: Raw -199208.932980 + Penalty 1266.859421 = -197942.073559
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (128249.050000 sec): 3 clusters
  Score: Raw -198148.997654 + Penalty 2533.718842 = -195615.278812
  nChanged 869
		SP:Iteration 1F (128249.090000 sec): 3 clusters
  Score: Raw -198666.836865 + Penalty 2533.718842 = -196133.118023
  nChanged 192
		SP:Iteration 2F (128249.140000 sec): 3 clusters
  Score: Raw -198811.327457 + Penalty 2533.718842 = -196277.608615
  nChanged 139
		SP:Iteration 3F (128249.180000 sec): 3 clusters
  Score: Raw -198913.306009 + Penalty 2533.718842 = -196379.587167
  nChanged 105
		SP:Iteration 4Q (128249.230000 sec): 3 clusters
  Score: Raw -198998.871794 + Penalty 2533.718842 = -196465.152952
  nChanged 99
		SP:Iteration 5Q (128249.280000 sec): 3 clusters
  Score: Raw -199074.197887 + Penalty 2533.718842 = -196540.479045
  nChanged 87
		SP:Iteration 6Q (128249.320000 sec): 3 clusters
  Score: Raw -199140.160007 + Penalty 2533.718842 = -196606.441165
  nChanged 76
		SP:Iteration 7Q (128249.370000 sec): 3 clusters
  Score: Raw -199194.899877 + Penalty 2533.718842 = -196661.181036
  nChanged 71
		SP:Iteration 8Q (128249.410000 sec): 3 clusters
  Score: Raw -199257.315814 + Penalty 2533.718842 = -196723.596972
  nChanged 76
		SP:Iteration 9Q (128249.460000 sec): 3 clusters
  Score: Raw -199325.347327 + Penalty 2533.718842 = -196791.628485
  nChanged 69
		SP:Iteration 10Q (128249.510000 sec): 3 clusters
  Score: Raw -199376.459047 + Penalty 2533.718842 = -196842.740205
  nChanged 50
		SP:Iteration 11Q (128249.550000 sec): 3 clusters
  Score: Raw -199409.986407 + Penalty 2533.718842 = -196876.267565
  nChanged 50
		SP:Iteration 12Q (128249.600000 sec): 3 clusters
  Score: Raw -199444.778171 + Penalty 2533.718842 = -196911.059329
  nChanged 48
		SP:Iteration 13Q (128249.650000 sec): 3 clusters
  Score: Raw -199486.887690 + Penalty 2533.718842 = -196953.168848
  nChanged 49
		SP:Iteration 14Q (128249.690000 sec): 3 clusters
  Score: Raw -199526.673990 + Penalty 2533.718842 = -196992.955148
  nChanged 43
		SP:Iteration 15Q (128249.740000 sec): 3 clusters
  Score: Raw -199556.719824 + Penalty 2533.718842 = -197023.000982
  nChanged 37
		SP:Iteration 16Q (128249.780000 sec): 3 clusters
  Score: Raw -199582.669643 + Penalty 2533.718842 = -197048.950801
  nChanged 31
		SP:Iteration 17Q (128249.830000 sec): 3 clusters
  Score: Raw -199607.788996 + Penalty 2533.718842 = -197074.070154
  nChanged 27
		SP:Iteration 18Q (128249.870000 sec): 3 clusters
  Score: Raw -199625.113592 + Penalty 2533.718842 = -197091.394750
  nChanged 22
		SP:Iteration 19Q (128249.920000 sec): 3 clusters
  Score: Raw -199642.204569 + Penalty 2533.718842 = -197108.485728
  nChanged 29
		SP:Iteration 20F (128249.970000 sec): 3 clusters
  Score: Raw -199666.785220 + Penalty 2533.718842 = -197133.066378
  nChanged 27
		SP:Iteration 21Q (128250.010000 sec): 3 clusters
  Score: Raw -199687.375722 + Penalty 2533.718842 = -197153.656880
  nChanged 20
		SP:Iteration 22Q (128250.060000 sec): 3 clusters
  Score: Raw -199702.773596 + Penalty 2533.718842 = -197169.054754
  nChanged 20
		SP:Iteration 23Q (128250.100000 sec): 3 clusters
  Score: Raw -199721.127036 + Penalty 2533.718842 = -197187.408194
  nChanged 14
		SP:Iteration 24Q (128250.150000 sec): 3 clusters
  Score: Raw -199729.770228 + Penalty 2533.718842 = -197196.051387
  nChanged 9
		SP:Iteration 25Q (128250.190000 sec): 3 clusters
  Score: Raw -199737.441339 + Penalty 2533.718842 = -197203.722497
  nChanged 16
		SP:Iteration 26Q (128250.240000 sec): 3 clusters
  Score: Raw -199749.549195 + Penalty 2533.718842 = -197215.830353
  nChanged 17
		SP:Iteration 27Q (128250.280000 sec): 3 clusters
  Score: Raw -199759.032144 + Penalty 2533.718842 = -197225.313302
  nChanged 15
		SP:Iteration 28Q (128250.330000 sec): 3 clusters
  Score: Raw -199771.263432 + Penalty 2533.718842 = -197237.544591
  nChanged 11
		SP:Iteration 29Q (128250.370000 sec): 3 clusters
  Score: Raw -199777.724242 + Penalty 2533.718842 = -197244.005401
  nChanged 10
		SP:Iteration 30Q (128250.420000 sec): 3 clusters
  Score: Raw -199782.403449 + Penalty 2533.718842 = -197248.684608
  nChanged 7
		SP:Iteration 31Q (128250.460000 sec): 3 clusters
  Score: Raw -199785.483968 + Penalty 2533.718842 = -197251.765126
  nChanged 2
		SP:Iteration 32Q (128250.510000 sec): 3 clusters
  Score: Raw -199785.995922 + Penalty 2533.718842 = -197252.277081
  nChanged 0
		SP:Iteration 33F (128250.560000 sec): 3 clusters
  Score: Raw -199785.995922 + Penalty 2533.718842 = -197252.277081
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 64 (2268 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (128250.620000 sec): 2 clusters
  Score: Raw -216735.952656 + Penalty 1255.581221 = -215480.371435
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (128250.660000 sec): 3 clusters
  Score: Raw -215713.123147 + Penalty 2511.162441 = -213201.960706
  nChanged 820
		SP:Iteration 1F (128250.700000 sec): 3 clusters
  Score: Raw -216202.271050 + Penalty 2511.162441 = -213691.108609
  nChanged 184
		SP:Iteration 2F (128250.750000 sec): 3 clusters
  Score: Raw -216310.252586 + Penalty 2511.162441 = -213799.090145
  nChanged 107
		SP:Iteration 3Q (128250.790000 sec): 3 clusters
  Score: Raw -216377.810983 + Penalty 2511.162441 = -213866.648542
  nChanged 65
		SP:Iteration 4Q (128250.840000 sec): 3 clusters
  Score: Raw -216407.352288 + Penalty 2511.162441 = -213896.189847
  nChanged 35
		SP:Iteration 5Q (128250.880000 sec): 3 clusters
  Score: Raw -216423.304263 + Penalty 2511.162441 = -213912.141822
  nChanged 32
		SP:Iteration 6Q (128250.920000 sec): 3 clusters
  Score: Raw -216439.165105 + Penalty 2511.162441 = -213928.002664
  nChanged 29
		SP:Iteration 7Q (128250.970000 sec): 3 clusters
  Score: Raw -216449.542756 + Penalty 2511.162441 = -213938.380315
  nChanged 18
		SP:Iteration 8Q (128251.010000 sec): 3 clusters
  Score: Raw -216458.083223 + Penalty 2511.162441 = -213946.920781
  nChanged 16
		SP:Iteration 9Q (128251.060000 sec): 3 clusters
  Score: Raw -216467.541387 + Penalty 2511.162441 = -213956.378946
  nChanged 22
		SP:Iteration 10Q (128251.100000 sec): 3 clusters
  Score: Raw -216483.977485 + Penalty 2511.162441 = -213972.815044
  nChanged 31
		SP:Iteration 11Q (128251.140000 sec): 3 clusters
  Score: Raw -216502.598993 + Penalty 2511.162441 = -213991.436552
  nChanged 22
		SP:Iteration 12Q (128251.190000 sec): 3 clusters
  Score: Raw -216517.474960 + Penalty 2511.162441 = -214006.312519
  nChanged 18
		SP:Iteration 13Q (128251.230000 sec): 3 clusters
  Score: Raw -216526.651273 + Penalty 2511.162441 = -214015.488832
  nChanged 15
		SP:Iteration 14Q (128251.280000 sec): 3 clusters
  Score: Raw -216534.256013 + Penalty 2511.162441 = -214023.093572
  nChanged 16
		SP:Iteration 15Q (128251.320000 sec): 3 clusters
  Score: Raw -216543.940275 + Penalty 2511.162441 = -214032.777834
  nChanged 30
		SP:Iteration 16Q (128251.360000 sec): 3 clusters
  Score: Raw -216564.411921 + Penalty 2511.162441 = -214053.249480
  nChanged 35
		SP:Iteration 17Q (128251.410000 sec): 3 clusters
  Score: Raw -216586.148527 + Penalty 2511.162441 = -214074.986085
  nChanged 29
		SP:Iteration 18Q (128251.450000 sec): 3 clusters
  Score: Raw -216600.451229 + Penalty 2511.162441 = -214089.288788
  nChanged 22
		SP:Iteration 19Q (128251.500000 sec): 3 clusters
  Score: Raw -216609.455376 + Penalty 2511.162441 = -214098.292935
  nChanged 18
		SP:Iteration 20F (128251.540000 sec): 3 clusters
  Score: Raw -216617.461940 + Penalty 2511.162441 = -214106.299499
  nChanged 17
		SP:Iteration 21Q (128251.580000 sec): 3 clusters
  Score: Raw -216625.184720 + Penalty 2511.162441 = -214114.022279
  nChanged 17
		SP:Iteration 22Q (128251.630000 sec): 3 clusters
  Score: Raw -216633.282159 + Penalty 2511.162441 = -214122.119718
  nChanged 16
		SP:Iteration 23Q (128251.670000 sec): 3 clusters
  Score: Raw -216641.291014 + Penalty 2511.162441 = -214130.128573
  nChanged 14
		SP:Iteration 24Q (128251.720000 sec): 3 clusters
  Score: Raw -216647.016262 + Penalty 2511.162441 = -214135.853821
  nChanged 13
		SP:Iteration 25Q (128251.760000 sec): 3 clusters
  Score: Raw -216651.464239 + Penalty 2511.162441 = -214140.301798
  nChanged 11
		SP:Iteration 26Q (128251.800000 sec): 3 clusters
  Score: Raw -216657.598892 + Penalty 2511.162441 = -214146.436451
  nChanged 19
		SP:Iteration 27Q (128251.850000 sec): 3 clusters
  Score: Raw -216669.239020 + Penalty 2511.162441 = -214158.076579
  nChanged 18
		SP:Iteration 28Q (128251.890000 sec): 3 clusters
  Score: Raw -216679.375910 + Penalty 2511.162441 = -214168.213469
  nChanged 13
		SP:Iteration 29Q (128251.940000 sec): 3 clusters
  Score: Raw -216685.306631 + Penalty 2511.162441 = -214174.144190
  nChanged 16
		SP:Iteration 30Q (128251.980000 sec): 3 clusters
  Score: Raw -216694.877683 + Penalty 2511.162441 = -214183.715242
  nChanged 16
		SP:Iteration 31Q (128252.020000 sec): 3 clusters
  Score: Raw -216702.962753 + Penalty 2511.162441 = -214191.800312
  nChanged 14
		SP:Iteration 32Q (128252.060000 sec): 3 clusters
  Score: Raw -216712.182290 + Penalty 2511.162441 = -214201.019849
  nChanged 10
		SP:Iteration 33Q (128252.110000 sec): 3 clusters
  Score: Raw -216721.469757 + Penalty 2511.162441 = -214210.307316
  nChanged 12
		SP:Iteration 34Q (128252.150000 sec): 3 clusters
  Score: Raw -216727.510030 + Penalty 2511.162441 = -214216.347589
  nChanged 8
		SP:Iteration 35Q (128252.200000 sec): 3 clusters
  Score: Raw -216732.861277 + Penalty 2511.162441 = -214221.698836
  nChanged 10
		SP:Iteration 36Q (128252.240000 sec): 3 clusters
  Score: Raw -216737.474107 + Penalty 2511.162441 = -214226.311666
  nChanged 7
		SP:Iteration 37Q (128252.280000 sec): 3 clusters
  Score: Raw -216742.066859 + Penalty 2511.162441 = -214230.904418
  nChanged 7
		SP:Iteration 38Q (128252.320000 sec): 3 clusters
  Score: Raw -216744.158791 + Penalty 2511.162441 = -214232.996349
  nChanged 6
		SP:Iteration 39Q (128252.370000 sec): 3 clusters
  Score: Raw -216747.363934 + Penalty 2511.162441 = -214236.201493
  nChanged 8
		SP:Iteration 40F (128252.410000 sec): 3 clusters
  Score: Raw -216750.879703 + Penalty 2511.162441 = -214239.717262
  nChanged 5
		SP:Iteration 41Q (128252.450000 sec): 3 clusters
  Score: Raw -216753.412700 + Penalty 2511.162441 = -214242.250259
  nChanged 6
		SP:Iteration 42Q (128252.500000 sec): 3 clusters
  Score: Raw -216756.132884 + Penalty 2511.162441 = -214244.970443
  nChanged 4
		SP:Iteration 43Q (128252.540000 sec): 3 clusters
  Score: Raw -216759.286775 + Penalty 2511.162441 = -214248.124333
  nChanged 6
		SP:Iteration 44Q (128252.580000 sec): 3 clusters
  Score: Raw -216762.288818 + Penalty 2511.162441 = -214251.126377
  nChanged 7
		SP:Iteration 45Q (128252.620000 sec): 3 clusters
  Score: Raw -216765.028074 + Penalty 2511.162441 = -214253.865633
  nChanged 5
		SP:Iteration 46Q (128252.670000 sec): 3 clusters
  Score: Raw -216767.472345 + Penalty 2511.162441 = -214256.309904
  nChanged 4
		SP:Iteration 47Q (128252.710000 sec): 3 clusters
  Score: Raw -216770.376879 + Penalty 2511.162441 = -214259.214438
  nChanged 8
		SP:Iteration 48Q (128252.760000 sec): 3 clusters
  Score: Raw -216774.313239 + Penalty 2511.162441 = -214263.150798
  nChanged 8
		SP:Iteration 49Q (128252.800000 sec): 3 clusters
  Score: Raw -216780.597688 + Penalty 2511.162441 = -214269.435247
  nChanged 7
		SP:Iteration 50Q (128252.840000 sec): 3 clusters
  Score: Raw -216784.391683 + Penalty 2511.162441 = -214273.229242
  nChanged 9
		SP:Iteration 51Q (128252.880000 sec): 3 clusters
  Score: Raw -216791.444479 + Penalty 2511.162441 = -214280.282038
  nChanged 8
		SP:Iteration 52Q (128252.930000 sec): 3 clusters
  Score: Raw -216800.445087 + Penalty 2511.162441 = -214289.282646
  nChanged 8
		SP:Iteration 53Q (128252.970000 sec): 3 clusters
  Score: Raw -216804.919840 + Penalty 2511.162441 = -214293.757399
  nChanged 4
		SP:Iteration 54Q (128253.010000 sec): 3 clusters
  Score: Raw -216808.626012 + Penalty 2511.162441 = -214297.463571
  nChanged 9
		SP:Iteration 55Q (128253.060000 sec): 3 clusters
  Score: Raw -216815.092427 + Penalty 2511.162441 = -214303.929986
  nChanged 7
		SP:Iteration 56Q (128253.100000 sec): 3 clusters
  Score: Raw -216820.874763 + Penalty 2511.162441 = -214309.712322
  nChanged 5
		SP:Iteration 57Q (128253.140000 sec): 3 clusters
  Score: Raw -216823.591222 + Penalty 2511.162441 = -214312.428781
  nChanged 4
		SP:Iteration 58Q (128253.180000 sec): 3 clusters
  Score: Raw -216827.233829 + Penalty 2511.162441 = -214316.071388
  nChanged 2
		SP:Iteration 59Q (128253.220000 sec): 3 clusters
  Score: Raw -216828.898041 + Penalty 2511.162441 = -214317.735600
  nChanged 3
		SP:Iteration 60F (128253.270000 sec): 3 clusters
  Score: Raw -216830.743192 + Penalty 2511.162441 = -214319.580751
  nChanged 3
		SP:Iteration 61Q (128253.310000 sec): 3 clusters
  Score: Raw -216832.693625 + Penalty 2511.162441 = -214321.531184
  nChanged 0
		SP:Iteration 62F (128253.350000 sec): 3 clusters
  Score: Raw -216832.693625 + Penalty 2511.162441 = -214321.531184
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 65 (8487 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (128253.450000 sec): 2 clusters
  Score: Raw -685886.066609 + Penalty 1470.022265 = -684416.044344
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (128253.600000 sec): 3 clusters
  Score: Raw -681252.119162 + Penalty 2940.044529 = -678312.074633
  nChanged 3574
		SP:Iteration 1F (128253.720000 sec): 3 clusters
  Score: Raw -683511.830132 + Penalty 2940.044529 = -680571.785603
  nChanged 683
		SP:Iteration 2F (128253.850000 sec): 3 clusters
  Score: Raw -684040.647543 + Penalty 2940.044529 = -681100.603014
  nChanged 606
		SP:Iteration 3F (128253.980000 sec): 3 clusters
  Score: Raw -684498.950659 + Penalty 2940.044529 = -681558.906129
  nChanged 547
		SP:Iteration 4F (128254.120000 sec): 3 clusters
  Score: Raw -684868.684948 + Penalty 2940.044529 = -681928.640419
  nChanged 425
		SP:Iteration 5F (128254.250000 sec): 3 clusters
  Score: Raw -685121.694952 + Penalty 2940.044529 = -682181.650422
  nChanged 348
		SP:Iteration 6Q (128254.390000 sec): 3 clusters
  Score: Raw -685320.692423 + Penalty 2940.044529 = -682380.647893
  nChanged 300
		SP:Iteration 7Q (128254.530000 sec): 3 clusters
  Score: Raw -685479.927506 + Penalty 2940.044529 = -682539.882976
  nChanged 250
		SP:Iteration 8Q (128254.670000 sec): 3 clusters
  Score: Raw -685590.968784 + Penalty 2940.044529 = -682650.924254
  nChanged 183
		SP:Iteration 9Q (128254.810000 sec): 3 clusters
  Score: Raw -685672.481111 + Penalty 2940.044529 = -682732.436581
  nChanged 168
		SP:Iteration 10Q (128254.930000 sec): 3 clusters
  Score: Raw -685748.330192 + Penalty 2940.044529 = -682808.285663
  nChanged 153
		SP:Iteration 11Q (128255.070000 sec): 3 clusters
  Score: Raw -685832.665585 + Penalty 2940.044529 = -682892.621055
  nChanged 142
		SP:Iteration 12Q (128255.210000 sec): 3 clusters
  Score: Raw -685913.562713 + Penalty 2940.044529 = -682973.518184
  nChanged 126
		SP:Iteration 13Q (128255.350000 sec): 3 clusters
  Score: Raw -685982.169814 + Penalty 2940.044529 = -683042.125285
  nChanged 122
		SP:Iteration 14Q (128255.490000 sec): 3 clusters
  Score: Raw -686031.088058 + Penalty 2940.044529 = -683091.043529
  nChanged 121
		SP:Iteration 15Q (128255.630000 sec): 3 clusters
  Score: Raw -686079.135593 + Penalty 2940.044529 = -683139.091064
  nChanged 107
		SP:Iteration 16Q (128255.770000 sec): 3 clusters
  Score: Raw -686119.136658 + Penalty 2940.044529 = -683179.092129
  nChanged 94
		SP:Iteration 17Q (128255.900000 sec): 3 clusters
  Score: Raw -686156.647515 + Penalty 2940.044529 = -683216.602986
  nChanged 102
		SP:Iteration 18Q (128256.020000 sec): 3 clusters
  Score: Raw -686193.432327 + Penalty 2940.044529 = -683253.387797
  nChanged 72
		SP:Iteration 19Q (128256.150000 sec): 3 clusters
  Score: Raw -686217.123484 + Penalty 2940.044529 = -683277.078954
  nChanged 72
		SP:Iteration 20F (128256.290000 sec): 3 clusters
  Score: Raw -686236.096845 + Penalty 2940.044529 = -683296.052316
  nChanged 66
		SP:Iteration 21Q (128256.430000 sec): 3 clusters
  Score: Raw -686252.466354 + Penalty 2940.044529 = -683312.421825
  nChanged 59
		SP:Iteration 22Q (128256.570000 sec): 3 clusters
  Score: Raw -686268.800547 + Penalty 2940.044529 = -683328.756018
  nChanged 53
		SP:Iteration 23Q (128256.710000 sec): 3 clusters
  Score: Raw -686284.110768 + Penalty 2940.044529 = -683344.066239
  nChanged 51
		SP:Iteration 24Q (128256.840000 sec): 3 clusters
  Score: Raw -686299.572209 + Penalty 2940.044529 = -683359.527680
  nChanged 53
		SP:Iteration 25Q (128256.980000 sec): 3 clusters
  Score: Raw -686313.612057 + Penalty 2940.044529 = -683373.567527
  nChanged 50
		SP:Iteration 26Q (128257.110000 sec): 3 clusters
  Score: Raw -686326.628455 + Penalty 2940.044529 = -683386.583925
  nChanged 42
		SP:Iteration 27Q (128257.230000 sec): 3 clusters
  Score: Raw -686336.513007 + Penalty 2940.044529 = -683396.468477
  nChanged 36
		SP:Iteration 28Q (128257.370000 sec): 3 clusters
  Score: Raw -686345.769108 + Penalty 2940.044529 = -683405.724578
  nChanged 31
		SP:Iteration 29Q (128257.500000 sec): 3 clusters
  Score: Raw -686353.310670 + Penalty 2940.044529 = -683413.266140
  nChanged 35
		SP:Iteration 30Q (128257.640000 sec): 3 clusters
  Score: Raw -686362.806626 + Penalty 2940.044529 = -683422.762096
  nChanged 35
		SP:Iteration 31Q (128257.770000 sec): 3 clusters
  Score: Raw -686372.417545 + Penalty 2940.044529 = -683432.373016
  nChanged 27
		SP:Iteration 32Q (128257.910000 sec): 3 clusters
  Score: Raw -686378.659238 + Penalty 2940.044529 = -683438.614708
  nChanged 32
		SP:Iteration 33Q (128258.050000 sec): 3 clusters
  Score: Raw -686387.504004 + Penalty 2940.044529 = -683447.459475
  nChanged 30
		SP:Iteration 34Q (128258.180000 sec): 3 clusters
  Score: Raw -686396.028898 + Penalty 2940.044529 = -683455.984368
  nChanged 28
		SP:Iteration 35Q (128258.320000 sec): 3 clusters
  Score: Raw -686401.101927 + Penalty 2940.044529 = -683461.057398
  nChanged 20
		SP:Iteration 36Q (128258.450000 sec): 3 clusters
  Score: Raw -686403.963690 + Penalty 2940.044529 = -683463.919161
  nChanged 16
		SP:Iteration 37Q (128258.570000 sec): 3 clusters
  Score: Raw -686406.308961 + Penalty 2940.044529 = -683466.264431
  nChanged 16
		SP:Iteration 38Q (128258.700000 sec): 3 clusters
  Score: Raw -686409.133338 + Penalty 2940.044529 = -683469.088808
  nChanged 19
		SP:Iteration 39Q (128258.830000 sec): 3 clusters
  Score: Raw -686412.059953 + Penalty 2940.044529 = -683472.015423
  nChanged 17
		SP:Iteration 40F (128258.970000 sec): 3 clusters
  Score: Raw -686414.910600 + Penalty 2940.044529 = -683474.866071
  nChanged 18
		SP:Iteration 41Q (128259.110000 sec): 3 clusters
  Score: Raw -686418.064080 + Penalty 2940.044529 = -683478.019550
  nChanged 16
		SP:Iteration 42Q (128259.250000 sec): 3 clusters
  Score: Raw -686420.648490 + Penalty 2940.044529 = -683480.603960
  nChanged 10
		SP:Iteration 43Q (128259.380000 sec): 3 clusters
  Score: Raw -686422.242264 + Penalty 2940.044529 = -683482.197735
  nChanged 13
		SP:Iteration 44Q (128259.520000 sec): 3 clusters
  Score: Raw -686424.230398 + Penalty 2940.044529 = -683484.185869
  nChanged 12
		SP:Iteration 45Q (128259.650000 sec): 3 clusters
  Score: Raw -686426.140427 + Penalty 2940.044529 = -683486.095897
  nChanged 16
		SP:Iteration 46Q (128259.790000 sec): 3 clusters
  Score: Raw -686429.132419 + Penalty 2940.044529 = -683489.087889
  nChanged 18
		SP:Iteration 47Q (128259.920000 sec): 3 clusters
  Score: Raw -686431.970884 + Penalty 2940.044529 = -683491.926355
  nChanged 12
		SP:Iteration 48Q (128260.040000 sec): 3 clusters
  Score: Raw -686433.895828 + Penalty 2940.044529 = -683493.851299
  nChanged 12
		SP:Iteration 49Q (128260.180000 sec): 3 clusters
  Score: Raw -686436.180373 + Penalty 2940.044529 = -683496.135844
  nChanged 13
		SP:Iteration 50Q (128260.310000 sec): 3 clusters
  Score: Raw -686439.394898 + Penalty 2940.044529 = -683499.350368
  nChanged 16
		SP:Iteration 51Q (128260.450000 sec): 3 clusters
  Score: Raw -686443.118386 + Penalty 2940.044529 = -683503.073857
  nChanged 23
		SP:Iteration 52Q (128260.580000 sec): 3 clusters
  Score: Raw -686448.142412 + Penalty 2940.044529 = -683508.097883
  nChanged 25
		SP:Iteration 53Q (128260.720000 sec): 3 clusters
  Score: Raw -686453.006685 + Penalty 2940.044529 = -683512.962156
  nChanged 18
		SP:Iteration 54Q (128260.850000 sec): 3 clusters
  Score: Raw -686455.618743 + Penalty 2940.044529 = -683515.574213
  nChanged 16
		SP:Iteration 55Q (128260.990000 sec): 3 clusters
  Score: Raw -686458.268065 + Penalty 2940.044529 = -683518.223535
  nChanged 11
		SP:Iteration 56Q (128261.120000 sec): 3 clusters
  Score: Raw -686460.127642 + Penalty 2940.044529 = -683520.083112
  nChanged 13
		SP:Iteration 57Q (128261.250000 sec): 3 clusters
  Score: Raw -686462.425568 + Penalty 2940.044529 = -683522.381039
  nChanged 14
		SP:Iteration 58Q (128261.370000 sec): 3 clusters
  Score: Raw -686465.539237 + Penalty 2940.044529 = -683525.494708
  nChanged 12
		SP:Iteration 59Q (128261.500000 sec): 3 clusters
  Score: Raw -686467.256763 + Penalty 2940.044529 = -683527.212234
  nChanged 4
		SP:Iteration 60F (128261.640000 sec): 3 clusters
  Score: Raw -686468.570506 + Penalty 2940.044529 = -683528.525976
  nChanged 9
		SP:Iteration 61Q (128261.770000 sec): 3 clusters
  Score: Raw -686470.166337 + Penalty 2940.044529 = -683530.121807
  nChanged 7
		SP:Iteration 62Q (128261.910000 sec): 3 clusters
  Score: Raw -686470.975132 + Penalty 2940.044529 = -683530.930602
  nChanged 6
		SP:Iteration 63Q (128262.040000 sec): 3 clusters
  Score: Raw -686472.126496 + Penalty 2940.044529 = -683532.081966
  nChanged 14
		SP:Iteration 64Q (128262.180000 sec): 3 clusters
  Score: Raw -686474.486553 + Penalty 2940.044529 = -683534.442024
  nChanged 17
		SP:Iteration 65Q (128262.320000 sec): 3 clusters
  Score: Raw -686476.723002 + Penalty 2940.044529 = -683536.678472
  nChanged 12
		SP:Iteration 66Q (128262.450000 sec): 3 clusters
  Score: Raw -686478.827917 + Penalty 2940.044529 = -683538.783388
  nChanged 13
		SP:Iteration 67Q (128262.590000 sec): 3 clusters
  Score: Raw -686480.652268 + Penalty 2940.044529 = -683540.607738
  nChanged 10
		SP:Iteration 68Q (128262.710000 sec): 3 clusters
  Score: Raw -686482.152275 + Penalty 2940.044529 = -683542.107746
  nChanged 8
		SP:Iteration 69Q (128262.830000 sec): 3 clusters
  Score: Raw -686483.164752 + Penalty 2940.044529 = -683543.120222
  nChanged 9
		SP:Iteration 70Q (128262.950000 sec): 3 clusters
  Score: Raw -686484.920213 + Penalty 2940.044529 = -683544.875684
  nChanged 12
		SP:Iteration 71Q (128263.090000 sec): 3 clusters
  Score: Raw -686487.824563 + Penalty 2940.044529 = -683547.780034
  nChanged 16
		SP:Iteration 72Q (128263.230000 sec): 3 clusters
  Score: Raw -686490.936465 + Penalty 2940.044529 = -683550.891936
  nChanged 15
		SP:Iteration 73Q (128263.360000 sec): 3 clusters
  Score: Raw -686493.718755 + Penalty 2940.044529 = -683553.674226
  nChanged 11
		SP:Iteration 74Q (128263.490000 sec): 3 clusters
  Score: Raw -686496.741943 + Penalty 2940.044529 = -683556.697413
  nChanged 11
		SP:Iteration 75Q (128263.630000 sec): 3 clusters
  Score: Raw -686499.005548 + Penalty 2940.044529 = -683558.961019
  nChanged 14
		SP:Iteration 76Q (128263.770000 sec): 3 clusters
  Score: Raw -686502.507039 + Penalty 2940.044529 = -683562.462509
  nChanged 16
		SP:Iteration 77Q (128263.900000 sec): 3 clusters
  Score: Raw -686505.743990 + Penalty 2940.044529 = -683565.699461
  nChanged 13
		SP:Iteration 78Q (128264.040000 sec): 3 clusters
  Score: Raw -686509.015806 + Penalty 2940.044529 = -683568.971276
  nChanged 11
		SP:Iteration 79Q (128264.170000 sec): 3 clusters
  Score: Raw -686511.694660 + Penalty 2940.044529 = -683571.650130
  nChanged 14
		SP:Iteration 80F (128264.290000 sec): 3 clusters
  Score: Raw -686514.578077 + Penalty 2940.044529 = -683574.533547
  nChanged 12
		SP:Iteration 81Q (128264.420000 sec): 3 clusters
  Score: Raw -686516.557373 + Penalty 2940.044529 = -683576.512844
  nChanged 8
		SP:Iteration 82Q (128264.550000 sec): 3 clusters
  Score: Raw -686517.809953 + Penalty 2940.044529 = -683577.765424
  nChanged 11
		SP:Iteration 83Q (128264.680000 sec): 3 clusters
  Score: Raw -686520.109050 + Penalty 2940.044529 = -683580.064521
  nChanged 14
		SP:Iteration 84Q (128264.820000 sec): 3 clusters
  Score: Raw -686522.766091 + Penalty 2940.044529 = -683582.721562
  nChanged 14
		SP:Iteration 85Q (128264.950000 sec): 3 clusters
  Score: Raw -686525.119537 + Penalty 2940.044529 = -683585.075007
  nChanged 10
		SP:Iteration 86Q (128265.090000 sec): 3 clusters
  Score: Raw -686526.837022 + Penalty 2940.044529 = -683586.792493
  nChanged 10
		SP:Iteration 87Q (128265.220000 sec): 3 clusters
  Score: Raw -686528.788728 + Penalty 2940.044529 = -683588.744198
  nChanged 13
		SP:Iteration 88Q (128265.360000 sec): 3 clusters
  Score: Raw -686531.494029 + Penalty 2940.044529 = -683591.449499
  nChanged 14
		SP:Iteration 89Q (128265.490000 sec): 3 clusters
  Score: Raw -686534.184218 + Penalty 2940.044529 = -683594.139688
  nChanged 12
		SP:Iteration 90Q (128265.620000 sec): 3 clusters
  Score: Raw -686536.606517 + Penalty 2940.044529 = -683596.561988
  nChanged 12
		SP:Iteration 91Q (128265.750000 sec): 3 clusters
  Score: Raw -686539.313696 + Penalty 2940.044529 = -683599.269166
  nChanged 14
		SP:Iteration 92Q (128265.870000 sec): 3 clusters
  Score: Raw -686542.521095 + Penalty 2940.044529 = -683602.476565
  nChanged 17
		SP:Iteration 93Q (128266.000000 sec): 3 clusters
  Score: Raw -686546.600991 + Penalty 2940.044529 = -683606.556462
  nChanged 21
		SP:Iteration 94Q (128266.130000 sec): 3 clusters
  Score: Raw -686554.040563 + Penalty 2940.044529 = -683613.996034
  nChanged 29
		SP:Iteration 95Q (128266.270000 sec): 3 clusters
  Score: Raw -686562.577479 + Penalty 2940.044529 = -683622.532950
  nChanged 30
		SP:Iteration 96Q (128266.400000 sec): 3 clusters
  Score: Raw -686571.075426 + Penalty 2940.044529 = -683631.030896
  nChanged 21
		SP:Iteration 97Q (128266.540000 sec): 3 clusters
  Score: Raw -686576.285517 + Penalty 2940.044529 = -683636.240987
  nChanged 19
		SP:Iteration 98Q (128266.670000 sec): 3 clusters
  Score: Raw -686580.723857 + Penalty 2940.044529 = -683640.679327
  nChanged 22
		SP:Iteration 99Q (128266.800000 sec): 3 clusters
  Score: Raw -686585.204425 + Penalty 2940.044529 = -683645.159895
  nChanged 17
		SP:Iteration 100F (128266.940000 sec): 3 clusters
  Score: Raw -686591.271711 + Penalty 2940.044529 = -683651.227182
  nChanged 23
		SP:Iteration 101Q (128267.070000 sec): 3 clusters
  Score: Raw -686595.301938 + Penalty 2940.044529 = -683655.257409
  nChanged 15
		SP:Iteration 102Q (128267.210000 sec): 3 clusters
  Score: Raw -686598.080083 + Penalty 2940.044529 = -683658.035553
  nChanged 14
		SP:Iteration 103Q (128267.330000 sec): 3 clusters
  Score: Raw -686600.530375 + Penalty 2940.044529 = -683660.485846
  nChanged 16
		SP:Iteration 104Q (128267.450000 sec): 3 clusters
  Score: Raw -686603.674099 + Penalty 2940.044529 = -683663.629569
  nChanged 15
		SP:Iteration 105Q (128267.580000 sec): 3 clusters
  Score: Raw -686607.217286 + Penalty 2940.044529 = -683667.172757
  nChanged 14
		SP:Iteration 106Q (128267.710000 sec): 3 clusters
  Score: Raw -686609.998654 + Penalty 2940.044529 = -683669.954124
  nChanged 14
		SP:Iteration 107Q (128267.840000 sec): 3 clusters
  Score: Raw -686611.933013 + Penalty 2940.044529 = -683671.888483
  nChanged 4
		SP:Iteration 108Q (128267.970000 sec): 3 clusters
  Score: Raw -686612.562998 + Penalty 2940.044529 = -683672.518468
  nChanged 6
		SP:Iteration 109Q (128268.110000 sec): 3 clusters
  Score: Raw -686613.283720 + Penalty 2940.044529 = -683673.239191
  nChanged 4
		SP:Iteration 110Q (128268.240000 sec): 3 clusters
  Score: Raw -686613.706225 + Penalty 2940.044529 = -683673.661696
  nChanged 2
		SP:Iteration 111Q (128268.380000 sec): 3 clusters
  Score: Raw -686613.865917 + Penalty 2940.044529 = -683673.821387
  nChanged 1
		SP:Iteration 112Q (128268.510000 sec): 3 clusters
  Score: Raw -686613.900339 + Penalty 2940.044529 = -683673.855810
  nChanged 0
		SP:Iteration 113F (128268.640000 sec): 3 clusters
  Score: Raw -686613.900339 + Penalty 2940.044529 = -683673.855810
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 66 (1001 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (128268.710000 sec): 2 clusters
  Score: Raw -89539.877766 + Penalty 1122.672652 = -88417.205114
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (128268.730000 sec): 3 clusters
  Score: Raw -89207.335069 + Penalty 2245.345303 = -86961.989766
  nChanged 311
		SP:Iteration 1F (128268.750000 sec): 3 clusters
  Score: Raw -89473.728949 + Penalty 2245.345303 = -87228.383646
  nChanged 61
		SP:Iteration 2F (128268.770000 sec): 3 clusters
  Score: Raw -89540.080156 + Penalty 2245.345303 = -87294.734853
  nChanged 32
		SP:Iteration 3Q (128268.790000 sec): 3 clusters
  Score: Raw -89563.570986 + Penalty 2245.345303 = -87318.225682
  nChanged 13
		SP:Iteration 4Q (128268.810000 sec): 3 clusters
  Score: Raw -89579.804468 + Penalty 2245.345303 = -87334.459165
  nChanged 18
		SP:Iteration 5Q (128268.830000 sec): 3 clusters
  Score: Raw -89596.977113 + Penalty 2245.345303 = -87351.631810
  nChanged 13
		SP:Iteration 6Q (128268.840000 sec): 3 clusters
  Score: Raw -89608.460483 + Penalty 2245.345303 = -87363.115180
  nChanged 9
		SP:Iteration 7Q (128268.860000 sec): 3 clusters
  Score: Raw -89616.391374 + Penalty 2245.345303 = -87371.046071
  nChanged 8
		SP:Iteration 8Q (128268.880000 sec): 3 clusters
  Score: Raw -89621.480551 + Penalty 2245.345303 = -87376.135248
  nChanged 2
		SP:Iteration 9Q (128268.900000 sec): 3 clusters
  Score: Raw -89623.564088 + Penalty 2245.345303 = -87378.218784
  nChanged 2
		SP:Iteration 10Q (128268.920000 sec): 3 clusters
  Score: Raw -89624.297104 + Penalty 2245.345303 = -87378.951801
  nChanged 1
		SP:Iteration 11Q (128268.940000 sec): 3 clusters
  Score: Raw -89625.136644 + Penalty 2245.345303 = -87379.791341
  nChanged 0
		SP:Iteration 12F (128268.960000 sec): 3 clusters
  Score: Raw -89625.136644 + Penalty 2245.345303 = -87379.791341
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 67 (4329 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (128269.040000 sec): 2 clusters
  Score: Raw -356695.688081 + Penalty 1360.627425 = -355335.060655
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (128269.120000 sec): 3 clusters
  Score: Raw -354475.832120 + Penalty 2721.254850 = -351754.577269
  nChanged 1754
		SP:Iteration 1F (128269.210000 sec): 3 clusters
  Score: Raw -355700.110286 + Penalty 2721.254850 = -352978.855436
  nChanged 407
		SP:Iteration 2F (128269.290000 sec): 3 clusters
  Score: Raw -356063.325199 + Penalty 2721.254850 = -353342.070349
  nChanged 315
		SP:Iteration 3F (128269.370000 sec): 3 clusters
  Score: Raw -356366.733384 + Penalty 2721.254850 = -353645.478534
  nChanged 243
		SP:Iteration 4F (128269.450000 sec): 3 clusters
  Score: Raw -356574.862487 + Penalty 2721.254850 = -353853.607636
  nChanged 187
		SP:Iteration 5Q (128269.530000 sec): 3 clusters
  Score: Raw -356706.707971 + Penalty 2721.254850 = -353985.453120
  nChanged 151
		SP:Iteration 6Q (128269.610000 sec): 3 clusters
  Score: Raw -356808.148152 + Penalty 2721.254850 = -354086.893301
  nChanged 135
		SP:Iteration 7Q (128269.690000 sec): 3 clusters
  Score: Raw -356888.587445 + Penalty 2721.254850 = -354167.332595
  nChanged 98
		SP:Iteration 8Q (128269.770000 sec): 3 clusters
  Score: Raw -356944.638998 + Penalty 2721.254850 = -354223.384147
  nChanged 88
		SP:Iteration 9Q (128269.850000 sec): 3 clusters
  Score: Raw -356984.103117 + Penalty 2721.254850 = -354262.848267
  nChanged 65
		SP:Iteration 10Q (128269.930000 sec): 3 clusters
  Score: Raw -357011.089665 + Penalty 2721.254850 = -354289.834815
  nChanged 69
		SP:Iteration 11Q (128270.010000 sec): 3 clusters
  Score: Raw -357033.726397 + Penalty 2721.254850 = -354312.471546
  nChanged 43
		SP:Iteration 12Q (128270.090000 sec): 3 clusters
  Score: Raw -357050.148888 + Penalty 2721.254850 = -354328.894037
  nChanged 37
		SP:Iteration 13Q (128270.170000 sec): 3 clusters
  Score: Raw -357061.742577 + Penalty 2721.254850 = -354340.487726
  nChanged 19
		SP:Iteration 14Q (128270.250000 sec): 3 clusters
  Score: Raw -357068.208271 + Penalty 2721.254850 = -354346.953421
  nChanged 18
		SP:Iteration 15Q (128270.330000 sec): 3 clusters
  Score: Raw -357073.583202 + Penalty 2721.254850 = -354352.328352
  nChanged 24
		SP:Iteration 16Q (128270.410000 sec): 3 clusters
  Score: Raw -357078.937082 + Penalty 2721.254850 = -354357.682232
  nChanged 14
		SP:Iteration 17Q (128270.490000 sec): 3 clusters
  Score: Raw -357082.519199 + Penalty 2721.254850 = -354361.264349
  nChanged 12
		SP:Iteration 18Q (128270.570000 sec): 3 clusters
  Score: Raw -357085.717523 + Penalty 2721.254850 = -354364.462673
  nChanged 11
		SP:Iteration 19Q (128270.650000 sec): 3 clusters
  Score: Raw -357088.439187 + Penalty 2721.254850 = -354367.184336
  nChanged 5
		SP:Iteration 20F (128270.730000 sec): 3 clusters
  Score: Raw -357089.788478 + Penalty 2721.254850 = -354368.533627
  nChanged 12
		SP:Iteration 21Q (128270.810000 sec): 3 clusters
  Score: Raw -357092.460132 + Penalty 2721.254850 = -354371.205282
  nChanged 8
		SP:Iteration 22Q (128270.890000 sec): 3 clusters
  Score: Raw -357094.278299 + Penalty 2721.254850 = -354373.023448
  nChanged 8
		SP:Iteration 23Q (128270.970000 sec): 3 clusters
  Score: Raw -357096.160328 + Penalty 2721.254850 = -354374.905477
  nChanged 7
		SP:Iteration 24Q (128271.050000 sec): 3 clusters
  Score: Raw -357097.751914 + Penalty 2721.254850 = -354376.497064
  nChanged 6
		SP:Iteration 25Q (128271.130000 sec): 3 clusters
  Score: Raw -357099.388804 + Penalty 2721.254850 = -354378.133954
  nChanged 2
		SP:Iteration 26Q (128271.210000 sec): 3 clusters
  Score: Raw -357099.673724 + Penalty 2721.254850 = -354378.418874
  nChanged 3
		SP:Iteration 27Q (128271.290000 sec): 3 clusters
  Score: Raw -357100.245517 + Penalty 2721.254850 = -354378.990666
  nChanged 3
		SP:Iteration 28Q (128271.370000 sec): 3 clusters
  Score: Raw -357100.870005 + Penalty 2721.254850 = -354379.615155
  nChanged 0
		SP:Iteration 29F (128271.450000 sec): 3 clusters
  Score: Raw -357100.870005 + Penalty 2721.254850 = -354379.615155
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 68 (11444 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (128271.600000 sec): 2 clusters
  Score: Raw -959017.977955 + Penalty 1518.598389 = -957499.379566
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (128271.780000 sec): 3 clusters
  Score: Raw -952443.564485 + Penalty 3037.196778 = -949406.367708
  nChanged 4989
		SP:Iteration 1F (128271.960000 sec): 3 clusters
  Score: Raw -955211.853097 + Penalty 3037.196778 = -952174.656320
  nChanged 694
		SP:Iteration 2F (128272.120000 sec): 3 clusters
  Score: Raw -955541.122376 + Penalty 3037.196778 = -952503.925598
  nChanged 651
		SP:Iteration 3F (128272.300000 sec): 3 clusters
  Score: Raw -955910.269467 + Penalty 3037.196778 = -952873.072690
  nChanged 668
		SP:Iteration 4F (128272.540000 sec): 3 clusters
  Score: Raw -956360.740326 + Penalty 3037.196778 = -953323.543548
  nChanged 691
		SP:Iteration 5F (128272.780000 sec): 3 clusters
  Score: Raw -956844.919069 + Penalty 3037.196778 = -953807.722291
  nChanged 667
		SP:Iteration 6F (128272.940000 sec): 3 clusters
  Score: Raw -957297.780647 + Penalty 3037.196778 = -954260.583870
  nChanged 653
		SP:Iteration 7F (128273.120000 sec): 3 clusters
  Score: Raw -957724.951818 + Penalty 3037.196778 = -954687.755040
  nChanged 547
		SP:Iteration 8Q (128273.280000 sec): 3 clusters
  Score: Raw -958039.989989 + Penalty 3037.196778 = -955002.793211
  nChanged 454
		SP:Iteration 9Q (128273.460000 sec): 3 clusters
  Score: Raw -958289.636526 + Penalty 3037.196778 = -955252.439748
  nChanged 373
		SP:Iteration 10Q (128273.620000 sec): 3 clusters
  Score: Raw -958450.265737 + Penalty 3037.196778 = -955413.068960
  nChanged 275
		SP:Iteration 11Q (128273.820000 sec): 3 clusters
  Score: Raw -958551.528657 + Penalty 3037.196778 = -955514.331879
  nChanged 205
		SP:Iteration 12Q (128273.990000 sec): 3 clusters
  Score: Raw -958627.493581 + Penalty 3037.196778 = -955590.296803
  nChanged 192
		SP:Iteration 13Q (128274.160000 sec): 3 clusters
  Score: Raw -958689.654017 + Penalty 3037.196778 = -955652.457239
  nChanged 147
		SP:Iteration 14Q (128274.340000 sec): 3 clusters
  Score: Raw -958725.348570 + Penalty 3037.196778 = -955688.151793
  nChanged 109
		SP:Iteration 15Q (128274.510000 sec): 3 clusters
  Score: Raw -958750.490413 + Penalty 3037.196778 = -955713.293636
  nChanged 78
		SP:Iteration 16Q (128274.690000 sec): 3 clusters
  Score: Raw -958766.686516 + Penalty 3037.196778 = -955729.489738
  nChanged 47
		SP:Iteration 17Q (128274.860000 sec): 3 clusters
  Score: Raw -958775.771578 + Penalty 3037.196778 = -955738.574800
  nChanged 46
		SP:Iteration 18Q (128275.040000 sec): 3 clusters
  Score: Raw -958783.833948 + Penalty 3037.196778 = -955746.637171
  nChanged 39
		SP:Iteration 19Q (128275.200000 sec): 3 clusters
  Score: Raw -958789.724759 + Penalty 3037.196778 = -955752.527981
  nChanged 34
		SP:Iteration 20F (128275.380000 sec): 3 clusters
  Score: Raw -958794.210067 + Penalty 3037.196778 = -955757.013289
  nChanged 25
		SP:Iteration 21Q (128275.580000 sec): 3 clusters
  Score: Raw -958798.213274 + Penalty 3037.196778 = -955761.016496
  nChanged 25
		SP:Iteration 22Q (128275.750000 sec): 3 clusters
  Score: Raw -958801.880919 + Penalty 3037.196778 = -955764.684141
  nChanged 23
		SP:Iteration 23Q (128275.920000 sec): 3 clusters
  Score: Raw -958805.591708 + Penalty 3037.196778 = -955768.394931
  nChanged 28
		SP:Iteration 24Q (128276.090000 sec): 3 clusters
  Score: Raw -958809.486167 + Penalty 3037.196778 = -955772.289389
  nChanged 22
		SP:Iteration 25Q (128276.270000 sec): 3 clusters
  Score: Raw -958812.747083 + Penalty 3037.196778 = -955775.550305
  nChanged 27
		SP:Iteration 26Q (128276.440000 sec): 3 clusters
  Score: Raw -958816.645032 + Penalty 3037.196778 = -955779.448254
  nChanged 31
		SP:Iteration 27Q (128276.620000 sec): 3 clusters
  Score: Raw -958820.469749 + Penalty 3037.196778 = -955783.272971
  nChanged 27
		SP:Iteration 28Q (128276.790000 sec): 3 clusters
  Score: Raw -958824.002797 + Penalty 3037.196778 = -955786.806020
  nChanged 29
		SP:Iteration 29Q (128276.960000 sec): 3 clusters
  Score: Raw -958828.860769 + Penalty 3037.196778 = -955791.663991
  nChanged 37
		SP:Iteration 30Q (128277.140000 sec): 3 clusters
  Score: Raw -958833.927233 + Penalty 3037.196778 = -955796.730456
  nChanged 33
		SP:Iteration 31Q (128277.310000 sec): 3 clusters
  Score: Raw -958837.904308 + Penalty 3037.196778 = -955800.707530
  nChanged 28
		SP:Iteration 32Q (128277.480000 sec): 3 clusters
  Score: Raw -958841.032672 + Penalty 3037.196778 = -955803.835895
  nChanged 24
		SP:Iteration 33Q (128277.660000 sec): 3 clusters
  Score: Raw -958844.982345 + Penalty 3037.196778 = -955807.785567
  nChanged 32
		SP:Iteration 34Q (128277.830000 sec): 3 clusters
  Score: Raw -958850.129265 + Penalty 3037.196778 = -955812.932487
  nChanged 33
		SP:Iteration 35Q (128278.010000 sec): 3 clusters
  Score: Raw -958854.520905 + Penalty 3037.196778 = -955817.324127
  nChanged 25
		SP:Iteration 36Q (128278.180000 sec): 3 clusters
  Score: Raw -958857.261197 + Penalty 3037.196778 = -955820.064419
  nChanged 20
		SP:Iteration 37Q (128278.360000 sec): 3 clusters
  Score: Raw -958859.954020 + Penalty 3037.196778 = -955822.757242
  nChanged 29
		SP:Iteration 38Q (128278.520000 sec): 3 clusters
  Score: Raw -958863.063331 + Penalty 3037.196778 = -955825.866553
  nChanged 22
		SP:Iteration 39Q (128278.700000 sec): 3 clusters
  Score: Raw -958866.261001 + Penalty 3037.196778 = -955829.064223
  nChanged 25
		SP:Iteration 40F (128278.860000 sec): 3 clusters
  Score: Raw -958868.903480 + Penalty 3037.196778 = -955831.706703
  nChanged 22
		SP:Iteration 41Q (128279.050000 sec): 3 clusters
  Score: Raw -958870.536908 + Penalty 3037.196778 = -955833.340130
  nChanged 10
		SP:Iteration 42Q (128279.210000 sec): 3 clusters
  Score: Raw -958871.661517 + Penalty 3037.196778 = -955834.464740
  nChanged 16
		SP:Iteration 43Q (128279.380000 sec): 3 clusters
  Score: Raw -958873.259563 + Penalty 3037.196778 = -955836.062785
  nChanged 17
		SP:Iteration 44Q (128279.540000 sec): 3 clusters
  Score: Raw -958874.654626 + Penalty 3037.196778 = -955837.457848
  nChanged 11
		SP:Iteration 45Q (128279.730000 sec): 3 clusters
  Score: Raw -958875.589533 + Penalty 3037.196778 = -955838.392755
  nChanged 12
		SP:Iteration 46Q (128279.900000 sec): 3 clusters
  Score: Raw -958876.940029 + Penalty 3037.196778 = -955839.743252
  nChanged 18
		SP:Iteration 47Q (128280.080000 sec): 3 clusters
  Score: Raw -958879.383943 + Penalty 3037.196778 = -955842.187165
  nChanged 18
		SP:Iteration 48Q (128280.250000 sec): 3 clusters
  Score: Raw -958882.590876 + Penalty 3037.196778 = -955845.394098
  nChanged 25
		SP:Iteration 49Q (128280.420000 sec): 3 clusters
  Score: Raw -958885.707666 + Penalty 3037.196778 = -955848.510889
  nChanged 25
		SP:Iteration 50Q (128280.590000 sec): 3 clusters
  Score: Raw -958888.621608 + Penalty 3037.196778 = -955851.424831
  nChanged 26
		SP:Iteration 51Q (128280.760000 sec): 3 clusters
  Score: Raw -958893.364742 + Penalty 3037.196778 = -955856.167964
  nChanged 39
		SP:Iteration 52Q (128280.940000 sec): 3 clusters
  Score: Raw -958898.908787 + Penalty 3037.196778 = -955861.712010
  nChanged 36
		SP:Iteration 53Q (128281.110000 sec): 3 clusters
  Score: Raw -958904.908208 + Penalty 3037.196778 = -955867.711430
  nChanged 30
		SP:Iteration 54Q (128281.290000 sec): 3 clusters
  Score: Raw -958909.649567 + Penalty 3037.196778 = -955872.452789
  nChanged 33
		SP:Iteration 55Q (128281.460000 sec): 3 clusters
  Score: Raw -958914.172766 + Penalty 3037.196778 = -955876.975988
  nChanged 32
		SP:Iteration 56Q (128281.630000 sec): 3 clusters
  Score: Raw -958918.743224 + Penalty 3037.196778 = -955881.546447
  nChanged 26
		SP:Iteration 57Q (128281.800000 sec): 3 clusters
  Score: Raw -958922.530577 + Penalty 3037.196778 = -955885.333799
  nChanged 26
		SP:Iteration 58Q (128281.980000 sec): 3 clusters
  Score: Raw -958926.270101 + Penalty 3037.196778 = -955889.073324
  nChanged 26
		SP:Iteration 59Q (128282.150000 sec): 3 clusters
  Score: Raw -958930.707653 + Penalty 3037.196778 = -955893.510875
  nChanged 39
		SP:Iteration 60F (128282.320000 sec): 3 clusters
  Score: Raw -958936.146648 + Penalty 3037.196778 = -955898.949870
  nChanged 42
		SP:Iteration 61Q (128282.490000 sec): 3 clusters
  Score: Raw -958942.965098 + Penalty 3037.196778 = -955905.768321
  nChanged 36
		SP:Iteration 62Q (128282.670000 sec): 3 clusters
  Score: Raw -958949.069360 + Penalty 3037.196778 = -955911.872582
  nChanged 36
		SP:Iteration 63Q (128282.840000 sec): 3 clusters
  Score: Raw -958955.905217 + Penalty 3037.196778 = -955918.708440
  nChanged 36
		SP:Iteration 64Q (128283.010000 sec): 3 clusters
  Score: Raw -958962.147634 + Penalty 3037.196778 = -955924.950857
  nChanged 43
		SP:Iteration 65Q (128283.180000 sec): 3 clusters
  Score: Raw -958970.631890 + Penalty 3037.196778 = -955933.435112
  nChanged 54
		SP:Iteration 66Q (128283.360000 sec): 3 clusters
  Score: Raw -958978.835396 + Penalty 3037.196778 = -955941.638618
  nChanged 54
		SP:Iteration 67Q (128283.530000 sec): 3 clusters
  Score: Raw -958986.966591 + Penalty 3037.196778 = -955949.769813
  nChanged 38
		SP:Iteration 68Q (128283.700000 sec): 3 clusters
  Score: Raw -958994.017458 + Penalty 3037.196778 = -955956.820680
  nChanged 46
		SP:Iteration 69Q (128283.930000 sec): 3 clusters
  Score: Raw -959002.939096 + Penalty 3037.196778 = -955965.742318
  nChanged 45
		SP:Iteration 70Q (128284.100000 sec): 3 clusters
  Score: Raw -959010.440031 + Penalty 3037.196778 = -955973.243253
  nChanged 42
		SP:Iteration 71Q (128284.270000 sec): 3 clusters
  Score: Raw -959017.931484 + Penalty 3037.196778 = -955980.734707
  nChanged 41
		SP:Iteration 72Q (128284.470000 sec): 3 clusters
  Score: Raw -959026.237081 + Penalty 3037.196778 = -955989.040303
  nChanged 54
		SP:Iteration 73Q (128284.640000 sec): 3 clusters
  Score: Raw -959036.732846 + Penalty 3037.196778 = -955999.536068
  nChanged 43
		SP:Iteration 74Q (128284.800000 sec): 3 clusters
  Score: Raw -959043.454965 + Penalty 3037.196778 = -956006.258187
  nChanged 38
		SP:Iteration 75Q (128284.980000 sec): 3 clusters
  Score: Raw -959050.743347 + Penalty 3037.196778 = -956013.546569
  nChanged 50
		SP:Iteration 76Q (128285.140000 sec): 3 clusters
  Score: Raw -959059.524867 + Penalty 3037.196778 = -956022.328090
  nChanged 46
		SP:Iteration 77Q (128285.320000 sec): 3 clusters
  Score: Raw -959066.902309 + Penalty 3037.196778 = -956029.705531
  nChanged 45
		SP:Iteration 78Q (128285.480000 sec): 3 clusters
  Score: Raw -959074.077476 + Penalty 3037.196778 = -956036.880698
  nChanged 37
		SP:Iteration 79Q (128285.660000 sec): 3 clusters
  Score: Raw -959081.109004 + Penalty 3037.196778 = -956043.912226
  nChanged 37
		SP:Iteration 80F (128285.830000 sec): 3 clusters
  Score: Raw -959087.837027 + Penalty 3037.196778 = -956050.640249
  nChanged 38
		SP:Iteration 81Q (128286.000000 sec): 3 clusters
  Score: Raw -959095.402573 + Penalty 3037.196778 = -956058.205795
  nChanged 47
		SP:Iteration 82Q (128286.170000 sec): 3 clusters
  Score: Raw -959104.776558 + Penalty 3037.196778 = -956067.579781
  nChanged 45
		SP:Iteration 83Q (128286.350000 sec): 3 clusters
  Score: Raw -959111.073919 + Penalty 3037.196778 = -956073.877141
  nChanged 35
		SP:Iteration 84Q (128286.540000 sec): 3 clusters
  Score: Raw -959115.711150 + Penalty 3037.196778 = -956078.514372
  nChanged 31
		SP:Iteration 85Q (128286.710000 sec): 3 clusters
  Score: Raw -959119.864823 + Penalty 3037.196778 = -956082.668045
  nChanged 33
		SP:Iteration 86Q (128286.880000 sec): 3 clusters
  Score: Raw -959125.342827 + Penalty 3037.196778 = -956088.146049
  nChanged 31
		SP:Iteration 87Q (128287.070000 sec): 3 clusters
  Score: Raw -959129.781954 + Penalty 3037.196778 = -956092.585176
  nChanged 23
		SP:Iteration 88Q (128287.240000 sec): 3 clusters
  Score: Raw -959132.924448 + Penalty 3037.196778 = -956095.727670
  nChanged 23
		SP:Iteration 89Q (128287.400000 sec): 3 clusters
  Score: Raw -959135.894872 + Penalty 3037.196778 = -956098.698094
  nChanged 17
		SP:Iteration 90Q (128287.580000 sec): 3 clusters
  Score: Raw -959137.735199 + Penalty 3037.196778 = -956100.538422
  nChanged 8
		SP:Iteration 91Q (128287.740000 sec): 3 clusters
  Score: Raw -959138.631432 + Penalty 3037.196778 = -956101.434654
  nChanged 8
		SP:Iteration 92Q (128287.920000 sec): 3 clusters
  Score: Raw -959139.511585 + Penalty 3037.196778 = -956102.314807
  nChanged 8
		SP:Iteration 93Q (128288.080000 sec): 3 clusters
  Score: Raw -959140.400322 + Penalty 3037.196778 = -956103.203545
  nChanged 9
		SP:Iteration 94Q (128288.260000 sec): 3 clusters
  Score: Raw -959141.315007 + Penalty 3037.196778 = -956104.118230
  nChanged 4
		SP:Iteration 95Q (128288.420000 sec): 3 clusters
  Score: Raw -959142.005118 + Penalty 3037.196778 = -956104.808340
  nChanged 5
		SP:Iteration 96Q (128288.600000 sec): 3 clusters
  Score: Raw -959142.524716 + Penalty 3037.196778 = -956105.327938
  nChanged 4
		SP:Iteration 97Q (128288.790000 sec): 3 clusters
  Score: Raw -959142.946515 + Penalty 3037.196778 = -956105.749737
  nChanged 7
		SP:Iteration 98Q (128288.960000 sec): 3 clusters
  Score: Raw -959143.643819 + Penalty 3037.196778 = -956106.447041
  nChanged 2
		SP:Iteration 99Q (128289.120000 sec): 3 clusters
  Score: Raw -959143.837700 + Penalty 3037.196778 = -956106.640922
  nChanged 6
		SP:Iteration 100F (128289.300000 sec): 3 clusters
  Score: Raw -959144.811387 + Penalty 3037.196778 = -956107.614610
  nChanged 8
		SP:Iteration 101Q (128289.460000 sec): 3 clusters
  Score: Raw -959145.663001 + Penalty 3037.196778 = -956108.466224
  nChanged 11
		SP:Iteration 102Q (128289.640000 sec): 3 clusters
  Score: Raw -959147.076857 + Penalty 3037.196778 = -956109.880079
  nChanged 11
		SP:Iteration 103Q (128289.800000 sec): 3 clusters
  Score: Raw -959148.326318 + Penalty 3037.196778 = -956111.129541
  nChanged 12
		SP:Iteration 104Q (128289.970000 sec): 3 clusters
  Score: Raw -959149.561895 + Penalty 3037.196778 = -956112.365117
  nChanged 10
		SP:Iteration 105Q (128290.140000 sec): 3 clusters
  Score: Raw -959150.381210 + Penalty 3037.196778 = -956113.184432
  nChanged 8
		SP:Iteration 106Q (128290.310000 sec): 3 clusters
  Score: Raw -959151.000503 + Penalty 3037.196778 = -956113.803725
  nChanged 4
		SP:Iteration 107Q (128290.480000 sec): 3 clusters
  Score: Raw -959151.359615 + Penalty 3037.196778 = -956114.162838
  nChanged 7
		SP:Iteration 108Q (128290.650000 sec): 3 clusters
  Score: Raw -959151.975430 + Penalty 3037.196778 = -956114.778653
  nChanged 6
		SP:Iteration 109Q (128290.820000 sec): 3 clusters
  Score: Raw -959152.713012 + Penalty 3037.196778 = -956115.516235
  nChanged 5
		SP:Iteration 110Q (128290.990000 sec): 3 clusters
  Score: Raw -959153.061467 + Penalty 3037.196778 = -956115.864689
  nChanged 3
		SP:Iteration 111Q (128291.180000 sec): 3 clusters
  Score: Raw -959153.626963 + Penalty 3037.196778 = -956116.430185
  nChanged 4
		SP:Iteration 112Q (128291.350000 sec): 3 clusters
  Score: Raw -959154.010405 + Penalty 3037.196778 = -956116.813627
  nChanged 4
		SP:Iteration 113Q (128291.510000 sec): 3 clusters
  Score: Raw -959154.242771 + Penalty 3037.196778 = -956117.045993
  nChanged 1
		SP:Iteration 114Q (128291.690000 sec): 3 clusters
  Score: Raw -959154.259333 + Penalty 3037.196778 = -956117.062555
  nChanged 0
		SP:Iteration 115F (128291.860000 sec): 3 clusters
  Score: Raw -959154.259333 + Penalty 3037.196778 = -956117.062555
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 69 (3102 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (128291.930000 sec): 2 clusters
  Score: Raw -257464.533097 + Penalty 1306.467881 = -256158.065216
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (128291.990000 sec): 3 clusters
  Score: Raw -256060.052849 + Penalty 2612.935762 = -253447.117088
  nChanged 1175
		SP:Iteration 1F (128292.060000 sec): 3 clusters
  Score: Raw -256802.202326 + Penalty 2612.935762 = -254189.266564
  nChanged 261
		SP:Iteration 2F (128292.120000 sec): 3 clusters
  Score: Raw -257063.192936 + Penalty 2612.935762 = -254450.257174
  nChanged 217
		SP:Iteration 3F (128292.180000 sec): 3 clusters
  Score: Raw -257240.126946 + Penalty 2612.935762 = -254627.191184
  nChanged 161
		SP:Iteration 4F (128292.230000 sec): 3 clusters
  Score: Raw -257362.973360 + Penalty 2612.935762 = -254750.037598
  nChanged 123
		SP:Iteration 5Q (128292.290000 sec): 3 clusters
  Score: Raw -257456.344464 + Penalty 2612.935762 = -254843.408702
  nChanged 112
		SP:Iteration 6Q (128292.350000 sec): 3 clusters
  Score: Raw -257533.507524 + Penalty 2612.935762 = -254920.571762
  nChanged 98
		SP:Iteration 7Q (128292.410000 sec): 3 clusters
  Score: Raw -257591.303138 + Penalty 2612.935762 = -254978.367376
  nChanged 65
		SP:Iteration 8Q (128292.460000 sec): 3 clusters
  Score: Raw -257627.743841 + Penalty 2612.935762 = -255014.808079
  nChanged 59
		SP:Iteration 9Q (128292.520000 sec): 3 clusters
  Score: Raw -257660.460967 + Penalty 2612.935762 = -255047.525205
  nChanged 47
		SP:Iteration 10Q (128292.580000 sec): 3 clusters
  Score: Raw -257682.449014 + Penalty 2612.935762 = -255069.513252
  nChanged 36
		SP:Iteration 11Q (128292.640000 sec): 3 clusters
  Score: Raw -257701.938986 + Penalty 2612.935762 = -255089.003224
  nChanged 34
		SP:Iteration 12Q (128292.700000 sec): 3 clusters
  Score: Raw -257717.488935 + Penalty 2612.935762 = -255104.553173
  nChanged 19
		SP:Iteration 13Q (128292.760000 sec): 3 clusters
  Score: Raw -257725.369606 + Penalty 2612.935762 = -255112.433844
  nChanged 14
		SP:Iteration 14Q (128292.810000 sec): 3 clusters
  Score: Raw -257729.296645 + Penalty 2612.935762 = -255116.360883
  nChanged 4
		SP:Iteration 15Q (128292.870000 sec): 3 clusters
  Score: Raw -257730.978623 + Penalty 2612.935762 = -255118.042861
  nChanged 6
		SP:Iteration 16Q (128292.930000 sec): 3 clusters
  Score: Raw -257733.608278 + Penalty 2612.935762 = -255120.672517
  nChanged 9
		SP:Iteration 17Q (128292.990000 sec): 3 clusters
  Score: Raw -257738.343011 + Penalty 2612.935762 = -255125.407249
  nChanged 18
		SP:Iteration 18Q (128293.050000 sec): 3 clusters
  Score: Raw -257748.567721 + Penalty 2612.935762 = -255135.631960
  nChanged 22
		SP:Iteration 19Q (128293.100000 sec): 3 clusters
  Score: Raw -257758.423725 + Penalty 2612.935762 = -255145.487963
  nChanged 16
		SP:Iteration 20F (128293.160000 sec): 3 clusters
  Score: Raw -257763.889632 + Penalty 2612.935762 = -255150.953871
  nChanged 18
		SP:Iteration 21Q (128293.220000 sec): 3 clusters
  Score: Raw -257770.275081 + Penalty 2612.935762 = -255157.339319
  nChanged 10
		SP:Iteration 22Q (128293.280000 sec): 3 clusters
  Score: Raw -257774.617192 + Penalty 2612.935762 = -255161.681430
  nChanged 8
		SP:Iteration 23Q (128293.340000 sec): 3 clusters
  Score: Raw -257777.180902 + Penalty 2612.935762 = -255164.245140
  nChanged 5
		SP:Iteration 24Q (128293.400000 sec): 3 clusters
  Score: Raw -257778.415909 + Penalty 2612.935762 = -255165.480147
  nChanged 5
		SP:Iteration 25Q (128293.460000 sec): 3 clusters
  Score: Raw -257779.542539 + Penalty 2612.935762 = -255166.606778
  nChanged 1
		SP:Iteration 26Q (128293.520000 sec): 3 clusters
  Score: Raw -257779.796665 + Penalty 2612.935762 = -255166.860903
  nChanged 1
		SP:Iteration 27Q (128293.570000 sec): 3 clusters
  Score: Raw -257779.958503 + Penalty 2612.935762 = -255167.022742
  nChanged 1
		SP:Iteration 28Q (128293.630000 sec): 3 clusters
  Score: Raw -257780.206292 + Penalty 2612.935762 = -255167.270530
  nChanged 1
		SP:Iteration 29Q (128293.690000 sec): 3 clusters
  Score: Raw -257780.443767 + Penalty 2612.935762 = -255167.508005
  nChanged 1
		SP:Iteration 30Q (128293.750000 sec): 3 clusters
  Score: Raw -257780.723533 + Penalty 2612.935762 = -255167.787771
  nChanged 0
		SP:Iteration 31F (128293.810000 sec): 3 clusters
  Score: Raw -257780.723533 + Penalty 2612.935762 = -255167.787771
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 70 (1399 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (128293.860000 sec): 2 clusters
  Score: Raw -115702.404367 + Penalty 1177.070858 = -114525.333509
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (128293.890000 sec): 3 clusters
  Score: Raw -115158.313714 + Penalty 2354.141717 = -112804.171997
  nChanged 451
		SP:Iteration 1F (128293.920000 sec): 3 clusters
  Score: Raw -115493.725629 + Penalty 2354.141717 = -113139.583912
  nChanged 121
		SP:Iteration 2F (128293.940000 sec): 3 clusters
  Score: Raw -115596.755299 + Penalty 2354.141717 = -113242.613582
  nChanged 66
		SP:Iteration 3Q (128293.970000 sec): 3 clusters
  Score: Raw -115649.538457 + Penalty 2354.141717 = -113295.396740
  nChanged 49
		SP:Iteration 4Q (128294.000000 sec): 3 clusters
  Score: Raw -115692.231724 + Penalty 2354.141717 = -113338.090007
  nChanged 41
		SP:Iteration 5Q (128294.030000 sec): 3 clusters
  Score: Raw -115735.923251 + Penalty 2354.141717 = -113381.781534
  nChanged 34
		SP:Iteration 6Q (128294.050000 sec): 3 clusters
  Score: Raw -115771.841815 + Penalty 2354.141717 = -113417.700099
  nChanged 38
		SP:Iteration 7Q (128294.080000 sec): 3 clusters
  Score: Raw -115822.843845 + Penalty 2354.141717 = -113468.702128
  nChanged 35
		SP:Iteration 8Q (128294.110000 sec): 3 clusters
  Score: Raw -115858.176586 + Penalty 2354.141717 = -113504.034869
  nChanged 32
		SP:Iteration 9Q (128294.140000 sec): 3 clusters
  Score: Raw -115891.680197 + Penalty 2354.141717 = -113537.538480
  nChanged 24
		SP:Iteration 10Q (128294.160000 sec): 3 clusters
  Score: Raw -115918.123904 + Penalty 2354.141717 = -113563.982187
  nChanged 20
		SP:Iteration 11Q (128294.190000 sec): 3 clusters
  Score: Raw -115932.745617 + Penalty 2354.141717 = -113578.603900
  nChanged 24
		SP:Iteration 12Q (128294.220000 sec): 3 clusters
  Score: Raw -115951.536188 + Penalty 2354.141717 = -113597.394472
  nChanged 18
		SP:Iteration 13Q (128294.240000 sec): 3 clusters
  Score: Raw -115963.352717 + Penalty 2354.141717 = -113609.211000
  nChanged 13
		SP:Iteration 14Q (128294.270000 sec): 3 clusters
  Score: Raw -115976.585981 + Penalty 2354.141717 = -113622.444265
  nChanged 5
		SP:Iteration 15Q (128294.300000 sec): 3 clusters
  Score: Raw -115978.838819 + Penalty 2354.141717 = -113624.697103
  nChanged 5
		SP:Iteration 16Q (128294.320000 sec): 3 clusters
  Score: Raw -115981.253718 + Penalty 2354.141717 = -113627.112002
  nChanged 4
		SP:Iteration 17Q (128294.350000 sec): 3 clusters
  Score: Raw -115984.153885 + Penalty 2354.141717 = -113630.012168
  nChanged 5
		SP:Iteration 18Q (128294.380000 sec): 3 clusters
  Score: Raw -115987.745848 + Penalty 2354.141717 = -113633.604131
  nChanged 3
		SP:Iteration 19Q (128294.400000 sec): 3 clusters
  Score: Raw -115989.841048 + Penalty 2354.141717 = -113635.699332
  nChanged 1
		SP:Iteration 20F (128294.430000 sec): 3 clusters
  Score: Raw -115991.053292 + Penalty 2354.141717 = -113636.911575
  nChanged 4
		SP:Iteration 21Q (128294.460000 sec): 3 clusters
  Score: Raw -115995.525101 + Penalty 2354.141717 = -113641.383384
  nChanged 2
		SP:Iteration 22Q (128294.480000 sec): 3 clusters
  Score: Raw -115996.939882 + Penalty 2354.141717 = -113642.798165
  nChanged 3
		SP:Iteration 23Q (128294.510000 sec): 3 clusters
  Score: Raw -116000.085134 + Penalty 2354.141717 = -113645.943417
  nChanged 2
		SP:Iteration 24Q (128294.540000 sec): 3 clusters
  Score: Raw -116001.062377 + Penalty 2354.141717 = -113646.920661
  nChanged 1
		SP:Iteration 25Q (128294.560000 sec): 3 clusters
  Score: Raw -116001.367999 + Penalty 2354.141717 = -113647.226282
  nChanged 1
		SP:Iteration 26Q (128294.590000 sec): 3 clusters
  Score: Raw -116001.925311 + Penalty 2354.141717 = -113647.783594
  nChanged 0
		SP:Iteration 27F (128294.620000 sec): 3 clusters
  Score: Raw -116001.925311 + Penalty 2354.141717 = -113647.783594
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 71 (2276 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (128294.680000 sec): 2 clusters
  Score: Raw -195676.534472 + Penalty 1256.153404 = -194420.381068
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (128294.720000 sec): 3 clusters
  Score: Raw -194655.755782 + Penalty 2512.306808 = -192143.448974
  nChanged 815
		SP:Iteration 1F (128294.770000 sec): 3 clusters
  Score: Raw -195126.528886 + Penalty 2512.306808 = -192614.222077
  nChanged 187
		SP:Iteration 2F (128294.810000 sec): 3 clusters
  Score: Raw -195250.962962 + Penalty 2512.306808 = -192738.656154
  nChanged 113
		SP:Iteration 3Q (128294.860000 sec): 3 clusters
  Score: Raw -195322.229023 + Penalty 2512.306808 = -192809.922215
  nChanged 87
		SP:Iteration 4Q (128294.900000 sec): 3 clusters
  Score: Raw -195384.748526 + Penalty 2512.306808 = -192872.441718
  nChanged 78
		SP:Iteration 5Q (128294.940000 sec): 3 clusters
  Score: Raw -195443.507565 + Penalty 2512.306808 = -192931.200757
  nChanged 70
		SP:Iteration 6Q (128294.990000 sec): 3 clusters
  Score: Raw -195495.403201 + Penalty 2512.306808 = -192983.096392
  nChanged 67
		SP:Iteration 7Q (128295.030000 sec): 3 clusters
  Score: Raw -195540.674131 + Penalty 2512.306808 = -193028.367322
  nChanged 72
		SP:Iteration 8Q (128295.080000 sec): 3 clusters
  Score: Raw -195583.830709 + Penalty 2512.306808 = -193071.523901
  nChanged 60
		SP:Iteration 9Q (128295.120000 sec): 3 clusters
  Score: Raw -195623.902455 + Penalty 2512.306808 = -193111.595646
  nChanged 43
		SP:Iteration 10Q (128295.160000 sec): 3 clusters
  Score: Raw -195651.165399 + Penalty 2512.306808 = -193138.858590
  nChanged 43
		SP:Iteration 11Q (128295.210000 sec): 3 clusters
  Score: Raw -195679.133992 + Penalty 2512.306808 = -193166.827184
  nChanged 41
		SP:Iteration 12Q (128295.250000 sec): 3 clusters
  Score: Raw -195704.237203 + Penalty 2512.306808 = -193191.930395
  nChanged 31
		SP:Iteration 13Q (128295.300000 sec): 3 clusters
  Score: Raw -195723.154837 + Penalty 2512.306808 = -193210.848029
  nChanged 28
		SP:Iteration 14Q (128295.340000 sec): 3 clusters
  Score: Raw -195736.145229 + Penalty 2512.306808 = -193223.838421
  nChanged 24
		SP:Iteration 15Q (128295.380000 sec): 3 clusters
  Score: Raw -195749.232981 + Penalty 2512.306808 = -193236.926173
  nChanged 20
		SP:Iteration 16Q (128295.430000 sec): 3 clusters
  Score: Raw -195759.054972 + Penalty 2512.306808 = -193246.748164
  nChanged 12
		SP:Iteration 17Q (128295.470000 sec): 3 clusters
  Score: Raw -195766.162926 + Penalty 2512.306808 = -193253.856118
  nChanged 10
		SP:Iteration 18Q (128295.510000 sec): 3 clusters
  Score: Raw -195770.691731 + Penalty 2512.306808 = -193258.384923
  nChanged 7
		SP:Iteration 19Q (128295.560000 sec): 3 clusters
  Score: Raw -195774.766312 + Penalty 2512.306808 = -193262.459503
  nChanged 10
		SP:Iteration 20F (128295.600000 sec): 3 clusters
  Score: Raw -195778.785968 + Penalty 2512.306808 = -193266.479160
  nChanged 8
		SP:Iteration 21Q (128295.640000 sec): 3 clusters
  Score: Raw -195781.777528 + Penalty 2512.306808 = -193269.470719
  nChanged 6
		SP:Iteration 22Q (128295.690000 sec): 3 clusters
  Score: Raw -195784.357520 + Penalty 2512.306808 = -193272.050712
  nChanged 8
		SP:Iteration 23Q (128295.730000 sec): 3 clusters
  Score: Raw -195787.768852 + Penalty 2512.306808 = -193275.462044
  nChanged 10
		SP:Iteration 24Q (128295.780000 sec): 3 clusters
  Score: Raw -195791.282301 + Penalty 2512.306808 = -193278.975493
  nChanged 11
		SP:Iteration 25Q (128295.820000 sec): 3 clusters
  Score: Raw -195795.190884 + Penalty 2512.306808 = -193282.884075
  nChanged 11
		SP:Iteration 26Q (128295.870000 sec): 3 clusters
  Score: Raw -195800.246355 + Penalty 2512.306808 = -193287.939547
  nChanged 13
		SP:Iteration 27Q (128295.910000 sec): 3 clusters
  Score: Raw -195807.922605 + Penalty 2512.306808 = -193295.615796
  nChanged 12
		SP:Iteration 28Q (128295.950000 sec): 3 clusters
  Score: Raw -195813.123700 + Penalty 2512.306808 = -193300.816892
  nChanged 10
		SP:Iteration 29Q (128296.000000 sec): 3 clusters
  Score: Raw -195817.934086 + Penalty 2512.306808 = -193305.627278
  nChanged 7
		SP:Iteration 30Q (128296.040000 sec): 3 clusters
  Score: Raw -195821.061845 + Penalty 2512.306808 = -193308.755036
  nChanged 7
		SP:Iteration 31Q (128296.090000 sec): 3 clusters
  Score: Raw -195823.409874 + Penalty 2512.306808 = -193311.103065
  nChanged 10
		SP:Iteration 32Q (128296.130000 sec): 3 clusters
  Score: Raw -195830.195476 + Penalty 2512.306808 = -193317.888668
  nChanged 11
		SP:Iteration 33Q (128296.170000 sec): 3 clusters
  Score: Raw -195836.113612 + Penalty 2512.306808 = -193323.806803
  nChanged 13
		SP:Iteration 34Q (128296.210000 sec): 3 clusters
  Score: Raw -195843.043096 + Penalty 2512.306808 = -193330.736287
  nChanged 11
		SP:Iteration 35Q (128296.260000 sec): 3 clusters
  Score: Raw -195847.518353 + Penalty 2512.306808 = -193335.211545
  nChanged 9
		SP:Iteration 36Q (128296.300000 sec): 3 clusters
  Score: Raw -195851.359638 + Penalty 2512.306808 = -193339.052830
  nChanged 8
		SP:Iteration 37Q (128296.350000 sec): 3 clusters
  Score: Raw -195857.847719 + Penalty 2512.306808 = -193345.540911
  nChanged 8
		SP:Iteration 38Q (128296.390000 sec): 3 clusters
  Score: Raw -195864.472209 + Penalty 2512.306808 = -193352.165401
  nChanged 7
		SP:Iteration 39Q (128296.430000 sec): 3 clusters
  Score: Raw -195869.563486 + Penalty 2512.306808 = -193357.256677
  nChanged 12
		SP:Iteration 40F (128296.470000 sec): 3 clusters
  Score: Raw -195877.695208 + Penalty 2512.306808 = -193365.388400
  nChanged 11
		SP:Iteration 41Q (128296.520000 sec): 3 clusters
  Score: Raw -195883.075918 + Penalty 2512.306808 = -193370.769109
  nChanged 10
		SP:Iteration 42Q (128296.560000 sec): 3 clusters
  Score: Raw -195889.186415 + Penalty 2512.306808 = -193376.879607
  nChanged 10
		SP:Iteration 43Q (128296.600000 sec): 3 clusters
  Score: Raw -195892.212754 + Penalty 2512.306808 = -193379.905946
  nChanged 2
		SP:Iteration 44Q (128296.650000 sec): 3 clusters
  Score: Raw -195892.689176 + Penalty 2512.306808 = -193380.382367
  nChanged 1
		SP:Iteration 45Q (128296.690000 sec): 3 clusters
  Score: Raw -195892.836026 + Penalty 2512.306808 = -193380.529217
  nChanged 0
		SP:Iteration 46F (128296.730000 sec): 3 clusters
  Score: Raw -195892.836026 + Penalty 2512.306808 = -193380.529217
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 72 (3647 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (128296.810000 sec): 2 clusters
  Score: Raw -334964.614472 + Penalty 1332.769781 = -333631.844691
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (128296.880000 sec): 3 clusters
  Score: Raw -333206.134562 + Penalty 2665.539562 = -330540.595000
  nChanged 1393
		SP:Iteration 1F (128296.950000 sec): 3 clusters
  Score: Raw -334022.982380 + Penalty 2665.539562 = -331357.442818
  nChanged 279
		SP:Iteration 2F (128297.020000 sec): 3 clusters
  Score: Raw -334258.494058 + Penalty 2665.539562 = -331592.954496
  nChanged 256
		SP:Iteration 3F (128297.090000 sec): 3 clusters
  Score: Raw -334491.542905 + Penalty 2665.539562 = -331826.003343
  nChanged 260
		SP:Iteration 4F (128297.170000 sec): 3 clusters
  Score: Raw -334780.554503 + Penalty 2665.539562 = -332115.014941
  nChanged 268
		SP:Iteration 5F (128297.230000 sec): 3 clusters
  Score: Raw -335073.362618 + Penalty 2665.539562 = -332407.823056
  nChanged 221
		SP:Iteration 6F (128297.310000 sec): 3 clusters
  Score: Raw -335297.644404 + Penalty 2665.539562 = -332632.104842
  nChanged 161
		SP:Iteration 7Q (128297.380000 sec): 3 clusters
  Score: Raw -335418.900132 + Penalty 2665.539562 = -332753.360570
  nChanged 128
		SP:Iteration 8Q (128297.450000 sec): 3 clusters
  Score: Raw -335511.275963 + Penalty 2665.539562 = -332845.736401
  nChanged 93
		SP:Iteration 9Q (128297.520000 sec): 3 clusters
  Score: Raw -335562.963021 + Penalty 2665.539562 = -332897.423459
  nChanged 69
		SP:Iteration 10Q (128297.590000 sec): 3 clusters
  Score: Raw -335608.319164 + Penalty 2665.539562 = -332942.779602
  nChanged 51
		SP:Iteration 11Q (128297.660000 sec): 3 clusters
  Score: Raw -335631.267044 + Penalty 2665.539562 = -332965.727482
  nChanged 32
		SP:Iteration 12Q (128297.730000 sec): 3 clusters
  Score: Raw -335643.588580 + Penalty 2665.539562 = -332978.049018
  nChanged 24
		SP:Iteration 13Q (128297.810000 sec): 3 clusters
  Score: Raw -335652.447913 + Penalty 2665.539562 = -332986.908351
  nChanged 17
		SP:Iteration 14Q (128297.880000 sec): 3 clusters
  Score: Raw -335658.902716 + Penalty 2665.539562 = -332993.363154
  nChanged 13
		SP:Iteration 15Q (128297.950000 sec): 3 clusters
  Score: Raw -335663.355613 + Penalty 2665.539562 = -332997.816051
  nChanged 10
		SP:Iteration 16Q (128298.020000 sec): 3 clusters
  Score: Raw -335666.046149 + Penalty 2665.539562 = -333000.506587
  nChanged 8
		SP:Iteration 17Q (128298.090000 sec): 3 clusters
  Score: Raw -335668.293386 + Penalty 2665.539562 = -333002.753824
  nChanged 5
		SP:Iteration 18Q (128298.160000 sec): 3 clusters
  Score: Raw -335669.455874 + Penalty 2665.539562 = -333003.916312
  nChanged 4
		SP:Iteration 19Q (128298.230000 sec): 3 clusters
  Score: Raw -335670.461204 + Penalty 2665.539562 = -333004.921642
  nChanged 4
		SP:Iteration 20F (128298.300000 sec): 3 clusters
  Score: Raw -335671.614935 + Penalty 2665.539562 = -333006.075373
  nChanged 3
		SP:Iteration 21Q (128298.370000 sec): 3 clusters
  Score: Raw -335672.301661 + Penalty 2665.539562 = -333006.762099
  nChanged 1
		SP:Iteration 22Q (128298.450000 sec): 3 clusters
  Score: Raw -335672.499530 + Penalty 2665.539562 = -333006.959968
  nChanged 0
		SP:Iteration 23F (128298.520000 sec): 3 clusters
  Score: Raw -335672.499530 + Penalty 2665.539562 = -333006.959968
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 73 (2675 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (128298.580000 sec): 2 clusters
  Score: Raw -207128.956464 + Penalty 1282.402007 = -205846.554457
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (128298.630000 sec): 3 clusters
  Score: Raw -205923.598629 + Penalty 2564.804014 = -203358.794614
  nChanged 1016
		SP:Iteration 1F (128298.690000 sec): 3 clusters
  Score: Raw -206829.939405 + Penalty 2564.804014 = -204265.135391
  nChanged 274
		SP:Iteration 2F (128298.730000 sec): 3 clusters
  Score: Raw -207148.323107 + Penalty 2564.804014 = -204583.519093
  nChanged 196
		SP:Iteration 3F (128298.790000 sec): 3 clusters
  Score: Raw -207414.198318 + Penalty 2564.804014 = -204849.394303
  nChanged 161
		SP:Iteration 4F (128298.840000 sec): 3 clusters
  Score: Raw -207585.549029 + Penalty 2564.804014 = -205020.745014
  nChanged 114
		SP:Iteration 5Q (128298.890000 sec): 3 clusters
  Score: Raw -207689.223161 + Penalty 2564.804014 = -205124.419147
  nChanged 80
		SP:Iteration 6Q (128298.940000 sec): 3 clusters
  Score: Raw -207750.358825 + Penalty 2564.804014 = -205185.554811
  nChanged 54
		SP:Iteration 7Q (128298.990000 sec): 3 clusters
  Score: Raw -207797.761236 + Penalty 2564.804014 = -205232.957222
  nChanged 57
		SP:Iteration 8Q (128299.040000 sec): 3 clusters
  Score: Raw -207843.278212 + Penalty 2564.804014 = -205278.474198
  nChanged 57
		SP:Iteration 9Q (128299.090000 sec): 3 clusters
  Score: Raw -207891.145248 + Penalty 2564.804014 = -205326.341234
  nChanged 55
		SP:Iteration 10Q (128299.140000 sec): 3 clusters
  Score: Raw -207956.858943 + Penalty 2564.804014 = -205392.054928
  nChanged 59
		SP:Iteration 11Q (128299.190000 sec): 3 clusters
  Score: Raw -208008.049329 + Penalty 2564.804014 = -205443.245314
  nChanged 44
		SP:Iteration 12Q (128299.240000 sec): 3 clusters
  Score: Raw -208041.508666 + Penalty 2564.804014 = -205476.704652
  nChanged 29
		SP:Iteration 13Q (128299.290000 sec): 3 clusters
  Score: Raw -208057.236732 + Penalty 2564.804014 = -205492.432718
  nChanged 24
		SP:Iteration 14Q (128299.340000 sec): 3 clusters
  Score: Raw -208069.263953 + Penalty 2564.804014 = -205504.459939
  nChanged 21
		SP:Iteration 15Q (128299.390000 sec): 3 clusters
  Score: Raw -208077.144917 + Penalty 2564.804014 = -205512.340903
  nChanged 19
		SP:Iteration 16Q (128299.440000 sec): 3 clusters
  Score: Raw -208088.206355 + Penalty 2564.804014 = -205523.402341
  nChanged 14
		SP:Iteration 17Q (128299.490000 sec): 3 clusters
  Score: Raw -208094.863756 + Penalty 2564.804014 = -205530.059742
  nChanged 11
		SP:Iteration 18Q (128299.540000 sec): 3 clusters
  Score: Raw -208100.294518 + Penalty 2564.804014 = -205535.490504
  nChanged 15
		SP:Iteration 19Q (128299.590000 sec): 3 clusters
  Score: Raw -208107.165461 + Penalty 2564.804014 = -205542.361447
  nChanged 9
		SP:Iteration 20F (128299.640000 sec): 3 clusters
  Score: Raw -208109.813107 + Penalty 2564.804014 = -205545.009093
  nChanged 5
		SP:Iteration 21Q (128299.690000 sec): 3 clusters
  Score: Raw -208111.213346 + Penalty 2564.804014 = -205546.409331
  nChanged 1
		SP:Iteration 22Q (128299.740000 sec): 3 clusters
  Score: Raw -208112.010351 + Penalty 2564.804014 = -205547.206337
  nChanged 2
		SP:Iteration 23Q (128299.790000 sec): 3 clusters
  Score: Raw -208112.997954 + Penalty 2564.804014 = -205548.193940
  nChanged 1
		SP:Iteration 24Q (128299.840000 sec): 3 clusters
  Score: Raw -208113.263567 + Penalty 2564.804014 = -205548.459553
  nChanged 0
		SP:Iteration 25F (128299.890000 sec): 3 clusters
  Score: Raw -208113.263567 + Penalty 2564.804014 = -205548.459553
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 74 (7422 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (128299.990000 sec): 2 clusters
  Score: Raw -648158.933379 + Penalty 1448.233124 = -646710.700254
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (128300.110000 sec): 3 clusters
  Score: Raw -644156.225498 + Penalty 2896.466249 = -641259.759249
  nChanged 3117
		SP:Iteration 1F (128300.220000 sec): 3 clusters
  Score: Raw -645979.795419 + Penalty 2896.466249 = -643083.329170
  nChanged 568
		SP:Iteration 2F (128300.330000 sec): 3 clusters
  Score: Raw -646318.865884 + Penalty 2896.466249 = -643422.399635
  nChanged 444
		SP:Iteration 3F (128300.450000 sec): 3 clusters
  Score: Raw -646550.368435 + Penalty 2896.466249 = -643653.902186
  nChanged 372
		SP:Iteration 4F (128300.560000 sec): 3 clusters
  Score: Raw -646724.601699 + Penalty 2896.466249 = -643828.135451
  nChanged 298
		SP:Iteration 5Q (128300.670000 sec): 3 clusters
  Score: Raw -646857.055644 + Penalty 2896.466249 = -643960.589396
  nChanged 259
		SP:Iteration 6Q (128300.800000 sec): 3 clusters
  Score: Raw -646960.992117 + Penalty 2896.466249 = -644064.525868
  nChanged 193
		SP:Iteration 7Q (128300.920000 sec): 3 clusters
  Score: Raw -647037.926071 + Penalty 2896.466249 = -644141.459822
  nChanged 164
		SP:Iteration 8Q (128301.040000 sec): 3 clusters
  Score: Raw -647103.704435 + Penalty 2896.466249 = -644207.238186
  nChanged 159
		SP:Iteration 9Q (128301.170000 sec): 3 clusters
  Score: Raw -647164.055880 + Penalty 2896.466249 = -644267.589632
  nChanged 151
		SP:Iteration 10Q (128301.280000 sec): 3 clusters
  Score: Raw -647217.484720 + Penalty 2896.466249 = -644321.018471
  nChanged 147
		SP:Iteration 11Q (128301.410000 sec): 3 clusters
  Score: Raw -647279.796999 + Penalty 2896.466249 = -644383.330751
  nChanged 160
		SP:Iteration 12Q (128301.540000 sec): 3 clusters
  Score: Raw -647355.479691 + Penalty 2896.466249 = -644459.013443
  nChanged 170
		SP:Iteration 13Q (128301.670000 sec): 3 clusters
  Score: Raw -647437.779956 + Penalty 2896.466249 = -644541.313707
  nChanged 168
		SP:Iteration 14Q (128301.790000 sec): 3 clusters
  Score: Raw -647519.403320 + Penalty 2896.466249 = -644622.937071
  nChanged 168
		SP:Iteration 15Q (128301.920000 sec): 3 clusters
  Score: Raw -647604.530723 + Penalty 2896.466249 = -644708.064474
  nChanged 142
		SP:Iteration 16Q (128302.050000 sec): 3 clusters
  Score: Raw -647688.064842 + Penalty 2896.466249 = -644791.598594
  nChanged 144
		SP:Iteration 17Q (128302.170000 sec): 3 clusters
  Score: Raw -647774.301508 + Penalty 2896.466249 = -644877.835260
  nChanged 134
		SP:Iteration 18Q (128302.300000 sec): 3 clusters
  Score: Raw -647852.642332 + Penalty 2896.466249 = -644956.176083
  nChanged 129
		SP:Iteration 19Q (128302.420000 sec): 3 clusters
  Score: Raw -647931.833273 + Penalty 2896.466249 = -645035.367024
  nChanged 125
		SP:Iteration 20F (128302.540000 sec): 3 clusters
  Score: Raw -648006.285940 + Penalty 2896.466249 = -645109.819692
  nChanged 112
		SP:Iteration 21Q (128302.670000 sec): 3 clusters
  Score: Raw -648072.948290 + Penalty 2896.466249 = -645176.482042
  nChanged 94
		SP:Iteration 22Q (128302.790000 sec): 3 clusters
  Score: Raw -648120.858846 + Penalty 2896.466249 = -645224.392597
  nChanged 75
		SP:Iteration 23Q (128302.920000 sec): 3 clusters
  Score: Raw -648163.070735 + Penalty 2896.466249 = -645266.604486
  nChanged 71
		SP:Iteration 24Q (128303.050000 sec): 3 clusters
  Score: Raw -648201.995259 + Penalty 2896.466249 = -645305.529010
  nChanged 73
		SP:Iteration 25Q (128303.170000 sec): 3 clusters
  Score: Raw -648237.130317 + Penalty 2896.466249 = -645340.664068
  nChanged 62
		SP:Iteration 26Q (128303.300000 sec): 3 clusters
  Score: Raw -648259.077580 + Penalty 2896.466249 = -645362.611331
  nChanged 41
		SP:Iteration 27Q (128303.420000 sec): 3 clusters
  Score: Raw -648275.259887 + Penalty 2896.466249 = -645378.793639
  nChanged 33
		SP:Iteration 28Q (128303.550000 sec): 3 clusters
  Score: Raw -648288.923428 + Penalty 2896.466249 = -645392.457179
  nChanged 31
		SP:Iteration 29Q (128303.670000 sec): 3 clusters
  Score: Raw -648307.472524 + Penalty 2896.466249 = -645411.006276
  nChanged 40
		SP:Iteration 30Q (128303.790000 sec): 3 clusters
  Score: Raw -648325.292069 + Penalty 2896.466249 = -645428.825821
  nChanged 18
		SP:Iteration 31Q (128303.920000 sec): 3 clusters
  Score: Raw -648331.040783 + Penalty 2896.466249 = -645434.574534
  nChanged 12
		SP:Iteration 32Q (128304.040000 sec): 3 clusters
  Score: Raw -648336.394554 + Penalty 2896.466249 = -645439.928305
  nChanged 18
		SP:Iteration 33Q (128304.170000 sec): 3 clusters
  Score: Raw -648344.960276 + Penalty 2896.466249 = -645448.494028
  nChanged 20
		SP:Iteration 34Q (128304.290000 sec): 3 clusters
  Score: Raw -648353.639302 + Penalty 2896.466249 = -645457.173053
  nChanged 16
		SP:Iteration 35Q (128304.410000 sec): 3 clusters
  Score: Raw -648362.776838 + Penalty 2896.466249 = -645466.310589
  nChanged 16
		SP:Iteration 36Q (128304.530000 sec): 3 clusters
  Score: Raw -648370.766783 + Penalty 2896.466249 = -645474.300535
  nChanged 18
		SP:Iteration 37Q (128304.660000 sec): 3 clusters
  Score: Raw -648379.676659 + Penalty 2896.466249 = -645483.210410
  nChanged 16
		SP:Iteration 38Q (128304.780000 sec): 3 clusters
  Score: Raw -648387.025207 + Penalty 2896.466249 = -645490.558958
  nChanged 14
		SP:Iteration 39Q (128304.910000 sec): 3 clusters
  Score: Raw -648394.260980 + Penalty 2896.466249 = -645497.794731
  nChanged 13
		SP:Iteration 40F (128305.030000 sec): 3 clusters
  Score: Raw -648399.497777 + Penalty 2896.466249 = -645503.031528
  nChanged 12
		SP:Iteration 41Q (128305.150000 sec): 3 clusters
  Score: Raw -648404.808152 + Penalty 2896.466249 = -645508.341903
  nChanged 7
		SP:Iteration 42Q (128305.280000 sec): 3 clusters
  Score: Raw -648409.511157 + Penalty 2896.466249 = -645513.044909
  nChanged 7
		SP:Iteration 43Q (128305.400000 sec): 3 clusters
  Score: Raw -648413.046096 + Penalty 2896.466249 = -645516.579848
  nChanged 11
		SP:Iteration 44Q (128305.520000 sec): 3 clusters
  Score: Raw -648418.099696 + Penalty 2896.466249 = -645521.633448
  nChanged 9
		SP:Iteration 45Q (128305.650000 sec): 3 clusters
  Score: Raw -648422.710859 + Penalty 2896.466249 = -645526.244611
  nChanged 8
		SP:Iteration 46Q (128305.770000 sec): 3 clusters
  Score: Raw -648428.935606 + Penalty 2896.466249 = -645532.469357
  nChanged 9
		SP:Iteration 47Q (128305.890000 sec): 3 clusters
  Score: Raw -648434.170124 + Penalty 2896.466249 = -645537.703875
  nChanged 6
		SP:Iteration 48Q (128306.010000 sec): 3 clusters
  Score: Raw -648439.593966 + Penalty 2896.466249 = -645543.127717
  nChanged 6
		SP:Iteration 49Q (128306.130000 sec): 3 clusters
  Score: Raw -648443.085521 + Penalty 2896.466249 = -645546.619272
  nChanged 7
		SP:Iteration 50Q (128306.260000 sec): 3 clusters
  Score: Raw -648446.038524 + Penalty 2896.466249 = -645549.572276
  nChanged 5
		SP:Iteration 51Q (128306.380000 sec): 3 clusters
  Score: Raw -648448.570391 + Penalty 2896.466249 = -645552.104142
  nChanged 6
		SP:Iteration 52Q (128306.500000 sec): 3 clusters
  Score: Raw -648450.647068 + Penalty 2896.466249 = -645554.180819
  nChanged 5
		SP:Iteration 53Q (128306.620000 sec): 3 clusters
  Score: Raw -648453.503287 + Penalty 2896.466249 = -645557.037039
  nChanged 6
		SP:Iteration 54Q (128306.740000 sec): 3 clusters
  Score: Raw -648458.015543 + Penalty 2896.466249 = -645561.549295
  nChanged 5
		SP:Iteration 55Q (128306.870000 sec): 3 clusters
  Score: Raw -648461.168400 + Penalty 2896.466249 = -645564.702152
  nChanged 4
		SP:Iteration 56Q (128306.990000 sec): 3 clusters
  Score: Raw -648463.305534 + Penalty 2896.466249 = -645566.839285
  nChanged 3
		SP:Iteration 57Q (128307.110000 sec): 3 clusters
  Score: Raw -648463.916881 + Penalty 2896.466249 = -645567.450633
  nChanged 1
		SP:Iteration 58Q (128307.230000 sec): 3 clusters
  Score: Raw -648464.057428 + Penalty 2896.466249 = -645567.591179
  nChanged 0
		SP:Iteration 59F (128307.360000 sec): 3 clusters
  Score: Raw -648464.057428 + Penalty 2896.466249 = -645567.591179
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 75 (2760 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (128307.430000 sec): 2 clusters
  Score: Raw -230806.489813 + Penalty 1287.485218 = -229519.004594
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (128307.490000 sec): 3 clusters
  Score: Raw -229516.419830 + Penalty 2574.970437 = -226941.449393
  nChanged 1058
		SP:Iteration 1F (128307.540000 sec): 3 clusters
  Score: Raw -230193.550601 + Penalty 2574.970437 = -227618.580164
  nChanged 262
		SP:Iteration 2F (128307.590000 sec): 3 clusters
  Score: Raw -230408.454441 + Penalty 2574.970437 = -227833.484004
  nChanged 183
		SP:Iteration 3F (128307.650000 sec): 3 clusters
  Score: Raw -230547.741511 + Penalty 2574.970437 = -227972.771075
  nChanged 146
		SP:Iteration 4F (128307.700000 sec): 3 clusters
  Score: Raw -230676.684620 + Penalty 2574.970437 = -228101.714183
  nChanged 124
		SP:Iteration 5Q (128307.750000 sec): 3 clusters
  Score: Raw -230790.305346 + Penalty 2574.970437 = -228215.334910
  nChanged 111
		SP:Iteration 6Q (128307.800000 sec): 3 clusters
  Score: Raw -230886.040212 + Penalty 2574.970437 = -228311.069776
  nChanged 96
		SP:Iteration 7Q (128307.860000 sec): 3 clusters
  Score: Raw -230965.087470 + Penalty 2574.970437 = -228390.117033
  nChanged 88
		SP:Iteration 8Q (128307.910000 sec): 3 clusters
  Score: Raw -231027.173069 + Penalty 2574.970437 = -228452.202633
  nChanged 61
		SP:Iteration 9Q (128307.960000 sec): 3 clusters
  Score: Raw -231060.721723 + Penalty 2574.970437 = -228485.751287
  nChanged 46
		SP:Iteration 10Q (128308.010000 sec): 3 clusters
  Score: Raw -231084.535796 + Penalty 2574.970437 = -228509.565359
  nChanged 29
		SP:Iteration 11Q (128308.070000 sec): 3 clusters
  Score: Raw -231102.988724 + Penalty 2574.970437 = -228528.018287
  nChanged 26
		SP:Iteration 12Q (128308.120000 sec): 3 clusters
  Score: Raw -231116.275304 + Penalty 2574.970437 = -228541.304867
  nChanged 15
		SP:Iteration 13Q (128308.170000 sec): 3 clusters
  Score: Raw -231123.305049 + Penalty 2574.970437 = -228548.334612
  nChanged 9
		SP:Iteration 14Q (128308.230000 sec): 3 clusters
  Score: Raw -231126.685410 + Penalty 2574.970437 = -228551.714974
  nChanged 6
		SP:Iteration 15Q (128308.280000 sec): 3 clusters
  Score: Raw -231129.209578 + Penalty 2574.970437 = -228554.239141
  nChanged 8
		SP:Iteration 16Q (128308.330000 sec): 3 clusters
  Score: Raw -231131.809868 + Penalty 2574.970437 = -228556.839431
  nChanged 3
		SP:Iteration 17Q (128308.380000 sec): 3 clusters
  Score: Raw -231132.731247 + Penalty 2574.970437 = -228557.760811
  nChanged 2
		SP:Iteration 18Q (128308.430000 sec): 3 clusters
  Score: Raw -231133.834473 + Penalty 2574.970437 = -228558.864037
  nChanged 5
		SP:Iteration 19Q (128308.490000 sec): 3 clusters
  Score: Raw -231136.038661 + Penalty 2574.970437 = -228561.068225
  nChanged 5
		SP:Iteration 20F (128308.530000 sec): 3 clusters
  Score: Raw -231139.814301 + Penalty 2574.970437 = -228564.843864
  nChanged 7
		SP:Iteration 21Q (128308.590000 sec): 3 clusters
  Score: Raw -231143.039070 + Penalty 2574.970437 = -228568.068633
  nChanged 9
		SP:Iteration 22Q (128308.640000 sec): 3 clusters
  Score: Raw -231147.860576 + Penalty 2574.970437 = -228572.890139
  nChanged 8
		SP:Iteration 23Q (128308.690000 sec): 3 clusters
  Score: Raw -231150.982553 + Penalty 2574.970437 = -228576.012117
  nChanged 7
		SP:Iteration 24Q (128308.740000 sec): 3 clusters
  Score: Raw -231153.720706 + Penalty 2574.970437 = -228578.750269
  nChanged 5
		SP:Iteration 25Q (128308.790000 sec): 3 clusters
  Score: Raw -231156.685849 + Penalty 2574.970437 = -228581.715413
  nChanged 6
		SP:Iteration 26Q (128308.850000 sec): 3 clusters
  Score: Raw -231159.718850 + Penalty 2574.970437 = -228584.748413
  nChanged 5
		SP:Iteration 27Q (128308.900000 sec): 3 clusters
  Score: Raw -231161.470665 + Penalty 2574.970437 = -228586.500228
  nChanged 8
		SP:Iteration 28Q (128308.950000 sec): 3 clusters
  Score: Raw -231164.066661 + Penalty 2574.970437 = -228589.096224
  nChanged 8
		SP:Iteration 29Q (128309.010000 sec): 3 clusters
  Score: Raw -231168.023005 + Penalty 2574.970437 = -228593.052569
  nChanged 6
		SP:Iteration 30Q (128309.060000 sec): 3 clusters
  Score: Raw -231170.386480 + Penalty 2574.970437 = -228595.416044
  nChanged 5
		SP:Iteration 31Q (128309.110000 sec): 3 clusters
  Score: Raw -231172.288307 + Penalty 2574.970437 = -228597.317870
  nChanged 5
		SP:Iteration 32Q (128309.160000 sec): 3 clusters
  Score: Raw -231174.197883 + Penalty 2574.970437 = -228599.227447
  nChanged 5
		SP:Iteration 33Q (128309.210000 sec): 3 clusters
  Score: Raw -231177.057933 + Penalty 2574.970437 = -228602.087497
  nChanged 2
		SP:Iteration 34Q (128309.270000 sec): 3 clusters
  Score: Raw -231177.607439 + Penalty 2574.970437 = -228602.637003
  nChanged 4
		SP:Iteration 35Q (128309.320000 sec): 3 clusters
  Score: Raw -231179.342376 + Penalty 2574.970437 = -228604.371940
  nChanged 4
		SP:Iteration 36Q (128309.370000 sec): 3 clusters
  Score: Raw -231181.650702 + Penalty 2574.970437 = -228606.680265
  nChanged 2
		SP:Iteration 37Q (128309.420000 sec): 3 clusters
  Score: Raw -231182.660694 + Penalty 2574.970437 = -228607.690258
  nChanged 1
		SP:Iteration 38Q (128309.470000 sec): 3 clusters
  Score: Raw -231182.961781 + Penalty 2574.970437 = -228607.991344
  nChanged 0
		SP:Iteration 39F (128309.520000 sec): 3 clusters
  Score: Raw -231182.961781 + Penalty 2574.970437 = -228607.991344
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 76 (574 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (128309.570000 sec): 2 clusters
  Score: Raw -42244.783839 + Penalty 1032.302277 = -41212.481562
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (128309.580000 sec): 3 clusters
  Score: Raw -42160.369339 + Penalty 2064.604554 = -40095.764785
  nChanged 150
		SP:Iteration 1F (128309.590000 sec): 3 clusters
  Score: Raw -42374.722806 + Penalty 2064.604554 = -40310.118252
  nChanged 46
		SP:Iteration 2F (128309.600000 sec): 3 clusters
  Score: Raw -42489.088379 + Penalty 2064.604554 = -40424.483825
  nChanged 35
		SP:Iteration 3F (128309.610000 sec): 3 clusters
  Score: Raw -42565.239123 + Penalty 2064.604554 = -40500.634569
  nChanged 21
		SP:Iteration 4Q (128309.630000 sec): 3 clusters
  Score: Raw -42627.622751 + Penalty 2064.604554 = -40563.018197
  nChanged 12
		SP:Iteration 5Q (128309.630000 sec): 3 clusters
  Score: Raw -42648.543518 + Penalty 2064.604554 = -40583.938964
  nChanged 8
		SP:Iteration 6Q (128309.650000 sec): 3 clusters
  Score: Raw -42661.164577 + Penalty 2064.604554 = -40596.560023
  nChanged 5
		SP:Iteration 7Q (128309.660000 sec): 3 clusters
  Score: Raw -42669.569563 + Penalty 2064.604554 = -40604.965010
  nChanged 4
		SP:Iteration 8Q (128309.670000 sec): 3 clusters
  Score: Raw -42677.462026 + Penalty 2064.604554 = -40612.857473
  nChanged 3
		SP:Iteration 9Q (128309.680000 sec): 3 clusters
  Score: Raw -42681.528528 + Penalty 2064.604554 = -40616.923974
  nChanged 3
		SP:Iteration 10Q (128309.690000 sec): 3 clusters
  Score: Raw -42683.962711 + Penalty 2064.604554 = -40619.358157
  nChanged 1
		SP:Iteration 11Q (128309.710000 sec): 3 clusters
  Score: Raw -42684.660319 + Penalty 2064.604554 = -40620.055765
  nChanged 0
		SP:Iteration 12F (128309.720000 sec): 3 clusters
  Score: Raw -42684.660319 + Penalty 2064.604554 = -40620.055765
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 77 (5275 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (128309.800000 sec): 2 clusters
  Score: Raw -448879.671011 + Penalty 1392.744268 = -447486.926743
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (128309.900000 sec): 3 clusters
  Score: Raw -446138.615005 + Penalty 2785.488536 = -443353.126468
  nChanged 2134
		SP:Iteration 1F (128309.990000 sec): 3 clusters
  Score: Raw -447278.919970 + Penalty 2785.488536 = -444493.431434
  nChanged 366
		SP:Iteration 2F (128310.090000 sec): 3 clusters
  Score: Raw -447480.020161 + Penalty 2785.488536 = -444694.531625
  nChanged 294
		SP:Iteration 3F (128310.180000 sec): 3 clusters
  Score: Raw -447607.846704 + Penalty 2785.488536 = -444822.358168
  nChanged 224
		SP:Iteration 4Q (128310.280000 sec): 3 clusters
  Score: Raw -447706.632322 + Penalty 2785.488536 = -444921.143786
  nChanged 183
		SP:Iteration 5Q (128310.380000 sec): 3 clusters
  Score: Raw -447774.382283 + Penalty 2785.488536 = -444988.893746
  nChanged 127
		SP:Iteration 6Q (128310.480000 sec): 3 clusters
  Score: Raw -447818.196202 + Penalty 2785.488536 = -445032.707665
  nChanged 110
		SP:Iteration 7Q (128310.580000 sec): 3 clusters
  Score: Raw -447857.362134 + Penalty 2785.488536 = -445071.873598
  nChanged 95
		SP:Iteration 8Q (128310.670000 sec): 3 clusters
  Score: Raw -447884.923387 + Penalty 2785.488536 = -445099.434851
  nChanged 81
		SP:Iteration 9Q (128310.770000 sec): 3 clusters
  Score: Raw -447907.985890 + Penalty 2785.488536 = -445122.497354
  nChanged 72
		SP:Iteration 10Q (128310.870000 sec): 3 clusters
  Score: Raw -447930.042581 + Penalty 2785.488536 = -445144.554045
  nChanged 77
		SP:Iteration 11Q (128310.970000 sec): 3 clusters
  Score: Raw -447953.621425 + Penalty 2785.488536 = -445168.132889
  nChanged 74
		SP:Iteration 12Q (128311.070000 sec): 3 clusters
  Score: Raw -447975.431025 + Penalty 2785.488536 = -445189.942488
  nChanged 75
		SP:Iteration 13Q (128311.170000 sec): 3 clusters
  Score: Raw -447995.572548 + Penalty 2785.488536 = -445210.084012
  nChanged 72
		SP:Iteration 14Q (128311.270000 sec): 3 clusters
  Score: Raw -448014.397266 + Penalty 2785.488536 = -445228.908730
  nChanged 72
		SP:Iteration 15Q (128311.360000 sec): 3 clusters
  Score: Raw -448033.298808 + Penalty 2785.488536 = -445247.810272
  nChanged 71
		SP:Iteration 16Q (128311.460000 sec): 3 clusters
  Score: Raw -448053.233369 + Penalty 2785.488536 = -445267.744833
  nChanged 84
		SP:Iteration 17Q (128311.560000 sec): 3 clusters
  Score: Raw -448079.657849 + Penalty 2785.488536 = -445294.169312
  nChanged 91
		SP:Iteration 18Q (128311.660000 sec): 3 clusters
  Score: Raw -448111.884023 + Penalty 2785.488536 = -445326.395486
  nChanged 90
		SP:Iteration 19Q (128311.760000 sec): 3 clusters
  Score: Raw -448147.683843 + Penalty 2785.488536 = -445362.195306
  nChanged 110
		SP:Iteration 20F (128311.850000 sec): 3 clusters
  Score: Raw -448198.316357 + Penalty 2785.488536 = -445412.827821
  nChanged 125
		SP:Iteration 21Q (128311.950000 sec): 3 clusters
  Score: Raw -448254.172129 + Penalty 2785.488536 = -445468.683593
  nChanged 113
		SP:Iteration 22Q (128312.050000 sec): 3 clusters
  Score: Raw -448301.768529 + Penalty 2785.488536 = -445516.279993
  nChanged 111
		SP:Iteration 23Q (128312.150000 sec): 3 clusters
  Score: Raw -448349.830210 + Penalty 2785.488536 = -445564.341673
  nChanged 113
		SP:Iteration 24Q (128312.250000 sec): 3 clusters
  Score: Raw -448400.410353 + Penalty 2785.488536 = -445614.921816
  nChanged 112
		SP:Iteration 25Q (128312.340000 sec): 3 clusters
  Score: Raw -448460.701412 + Penalty 2785.488536 = -445675.212876
  nChanged 113
		SP:Iteration 26Q (128312.440000 sec): 3 clusters
  Score: Raw -448522.323482 + Penalty 2785.488536 = -445736.834945
  nChanged 102
		SP:Iteration 27Q (128312.540000 sec): 3 clusters
  Score: Raw -448584.191605 + Penalty 2785.488536 = -445798.703068
  nChanged 111
		SP:Iteration 28Q (128312.630000 sec): 3 clusters
  Score: Raw -448643.658077 + Penalty 2785.488536 = -445858.169541
  nChanged 91
		SP:Iteration 29Q (128312.730000 sec): 3 clusters
  Score: Raw -448691.991816 + Penalty 2785.488536 = -445906.503279
  nChanged 94
		SP:Iteration 30Q (128312.830000 sec): 3 clusters
  Score: Raw -448753.339786 + Penalty 2785.488536 = -445967.851249
  nChanged 84
		SP:Iteration 31Q (128312.930000 sec): 3 clusters
  Score: Raw -448800.333031 + Penalty 2785.488536 = -446014.844494
  nChanged 67
		SP:Iteration 32Q (128313.020000 sec): 3 clusters
  Score: Raw -448837.739189 + Penalty 2785.488536 = -446052.250653
  nChanged 68
		SP:Iteration 33Q (128313.110000 sec): 3 clusters
  Score: Raw -448881.274133 + Penalty 2785.488536 = -446095.785597
  nChanged 60
		SP:Iteration 34Q (128313.210000 sec): 3 clusters
  Score: Raw -448918.968256 + Penalty 2785.488536 = -446133.479720
  nChanged 59
		SP:Iteration 35Q (128313.310000 sec): 3 clusters
  Score: Raw -448954.720843 + Penalty 2785.488536 = -446169.232307
  nChanged 48
		SP:Iteration 36Q (128313.400000 sec): 3 clusters
  Score: Raw -448982.073764 + Penalty 2785.488536 = -446196.585227
  nChanged 50
		SP:Iteration 37Q (128313.490000 sec): 3 clusters
  Score: Raw -449010.904457 + Penalty 2785.488536 = -446225.415920
  nChanged 34
		SP:Iteration 38Q (128313.590000 sec): 3 clusters
  Score: Raw -449029.757789 + Penalty 2785.488536 = -446244.269253
  nChanged 27
		SP:Iteration 39Q (128313.680000 sec): 3 clusters
  Score: Raw -449043.883803 + Penalty 2785.488536 = -446258.395266
  nChanged 23
		SP:Iteration 40F (128313.770000 sec): 3 clusters
  Score: Raw -449060.402661 + Penalty 2785.488536 = -446274.914125
  nChanged 18
		SP:Iteration 41Q (128313.870000 sec): 3 clusters
  Score: Raw -449072.365969 + Penalty 2785.488536 = -446286.877433
  nChanged 23
		SP:Iteration 42Q (128313.970000 sec): 3 clusters
  Score: Raw -449088.203296 + Penalty 2785.488536 = -446302.714760
  nChanged 19
		SP:Iteration 43Q (128314.070000 sec): 3 clusters
  Score: Raw -449104.485449 + Penalty 2785.488536 = -446318.996913
  nChanged 14
		SP:Iteration 44Q (128314.160000 sec): 3 clusters
  Score: Raw -449113.376134 + Penalty 2785.488536 = -446327.887597
  nChanged 10
		SP:Iteration 45Q (128314.250000 sec): 3 clusters
  Score: Raw -449118.781503 + Penalty 2785.488536 = -446333.292966
  nChanged 7
		SP:Iteration 46Q (128314.340000 sec): 3 clusters
  Score: Raw -449122.508466 + Penalty 2785.488536 = -446337.019930
  nChanged 4
		SP:Iteration 47Q (128314.430000 sec): 3 clusters
  Score: Raw -449124.875474 + Penalty 2785.488536 = -446339.386937
  nChanged 0
		SP:Iteration 48F (128314.530000 sec): 3 clusters
  Score: Raw -449124.875474 + Penalty 2785.488536 = -446339.386937
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 78 (3383 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (128314.600000 sec): 2 clusters
  Score: Raw -301207.072770 + Penalty 1320.559202 = -299886.513567
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (128314.670000 sec): 3 clusters
  Score: Raw -299607.683879 + Penalty 2641.118405 = -296966.565474
  nChanged 1310
		SP:Iteration 1F (128314.740000 sec): 3 clusters
  Score: Raw -300383.260314 + Penalty 2641.118405 = -297742.141909
  nChanged 245
		SP:Iteration 2F (128314.810000 sec): 3 clusters
  Score: Raw -300518.768147 + Penalty 2641.118405 = -297877.649742
  nChanged 157
		SP:Iteration 3Q (128314.870000 sec): 3 clusters
  Score: Raw -300613.792059 + Penalty 2641.118405 = -297972.673654
  nChanged 123
		SP:Iteration 4Q (128314.940000 sec): 3 clusters
  Score: Raw -300683.252335 + Penalty 2641.118405 = -298042.133930
  nChanged 105
		SP:Iteration 5Q (128315.000000 sec): 3 clusters
  Score: Raw -300737.264770 + Penalty 2641.118405 = -298096.146365
  nChanged 81
		SP:Iteration 6Q (128315.060000 sec): 3 clusters
  Score: Raw -300780.037211 + Penalty 2641.118405 = -298138.918806
  nChanged 88
		SP:Iteration 7Q (128315.130000 sec): 3 clusters
  Score: Raw -300838.674424 + Penalty 2641.118405 = -298197.556020
  nChanged 92
		SP:Iteration 8Q (128315.200000 sec): 3 clusters
  Score: Raw -300915.087427 + Penalty 2641.118405 = -298273.969022
  nChanged 103
		SP:Iteration 9Q (128315.260000 sec): 3 clusters
  Score: Raw -300991.612591 + Penalty 2641.118405 = -298350.494186
  nChanged 111
		SP:Iteration 10Q (128315.320000 sec): 3 clusters
  Score: Raw -301066.967198 + Penalty 2641.118405 = -298425.848793
  nChanged 111
		SP:Iteration 11Q (128315.390000 sec): 3 clusters
  Score: Raw -301150.415341 + Penalty 2641.118405 = -298509.296936
  nChanged 148
		SP:Iteration 12Q (128315.450000 sec): 3 clusters
  Score: Raw -301266.511727 + Penalty 2641.118405 = -298625.393322
  nChanged 136
		SP:Iteration 13Q (128315.520000 sec): 3 clusters
  Score: Raw -301357.751110 + Penalty 2641.118405 = -298716.632705
  nChanged 121
		SP:Iteration 14Q (128315.580000 sec): 3 clusters
  Score: Raw -301455.782114 + Penalty 2641.118405 = -298814.663709
  nChanged 127
		SP:Iteration 15Q (128315.640000 sec): 3 clusters
  Score: Raw -301544.880420 + Penalty 2641.118405 = -298903.762015
  nChanged 105
		SP:Iteration 16Q (128315.710000 sec): 3 clusters
  Score: Raw -301604.841440 + Penalty 2641.118405 = -298963.723035
  nChanged 85
		SP:Iteration 17Q (128315.770000 sec): 3 clusters
  Score: Raw -301654.513032 + Penalty 2641.118405 = -299013.394628
  nChanged 59
		SP:Iteration 18Q (128315.840000 sec): 3 clusters
  Score: Raw -301684.617673 + Penalty 2641.118405 = -299043.499268
  nChanged 41
		SP:Iteration 19Q (128315.900000 sec): 3 clusters
  Score: Raw -301702.253615 + Penalty 2641.118405 = -299061.135210
  nChanged 23
		SP:Iteration 20F (128315.960000 sec): 3 clusters
  Score: Raw -301714.146152 + Penalty 2641.118405 = -299073.027747
  nChanged 22
		SP:Iteration 21Q (128316.020000 sec): 3 clusters
  Score: Raw -301723.693251 + Penalty 2641.118405 = -299082.574846
  nChanged 17
		SP:Iteration 22Q (128316.090000 sec): 3 clusters
  Score: Raw -301731.051146 + Penalty 2641.118405 = -299089.932741
  nChanged 12
		SP:Iteration 23Q (128316.150000 sec): 3 clusters
  Score: Raw -301737.876299 + Penalty 2641.118405 = -299096.757894
  nChanged 10
		SP:Iteration 24Q (128316.210000 sec): 3 clusters
  Score: Raw -301742.473868 + Penalty 2641.118405 = -299101.355463
  nChanged 8
		SP:Iteration 25Q (128316.280000 sec): 3 clusters
  Score: Raw -301746.190065 + Penalty 2641.118405 = -299105.071660
  nChanged 4
		SP:Iteration 26Q (128316.340000 sec): 3 clusters
  Score: Raw -301746.949579 + Penalty 2641.118405 = -299105.831174
  nChanged 5
		SP:Iteration 27Q (128316.400000 sec): 3 clusters
  Score: Raw -301748.637048 + Penalty 2641.118405 = -299107.518643
  nChanged 3
		SP:Iteration 28Q (128316.470000 sec): 3 clusters
  Score: Raw -301749.267149 + Penalty 2641.118405 = -299108.148744
  nChanged 4
		SP:Iteration 29Q (128316.530000 sec): 3 clusters
  Score: Raw -301750.238396 + Penalty 2641.118405 = -299109.119992
  nChanged 3
		SP:Iteration 30Q (128316.600000 sec): 3 clusters
  Score: Raw -301751.157792 + Penalty 2641.118405 = -299110.039387
  nChanged 2
		SP:Iteration 31Q (128316.660000 sec): 3 clusters
  Score: Raw -301751.715762 + Penalty 2641.118405 = -299110.597357
  nChanged 1
		SP:Iteration 32Q (128316.720000 sec): 3 clusters
  Score: Raw -301751.860400 + Penalty 2641.118405 = -299110.741996
  nChanged 1
		SP:Iteration 33Q (128316.780000 sec): 3 clusters
  Score: Raw -301752.108945 + Penalty 2641.118405 = -299110.990540
  nChanged 0
		SP:Iteration 34F (128316.850000 sec): 3 clusters
  Score: Raw -301752.108945 + Penalty 2641.118405 = -299110.990540
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 79 (1817 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (128316.910000 sec): 2 clusters
  Score: Raw -142985.998062 + Penalty 1219.553086 = -141766.444976
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (128316.950000 sec): 3 clusters
  Score: Raw -142229.979604 + Penalty 2439.106172 = -139790.873432
  nChanged 647
		SP:Iteration 1F (128316.980000 sec): 3 clusters
  Score: Raw -142781.040282 + Penalty 2439.106172 = -140341.934110
  nChanged 179
		SP:Iteration 2F (128317.020000 sec): 3 clusters
  Score: Raw -142970.066765 + Penalty 2439.106172 = -140530.960592
  nChanged 119
		SP:Iteration 3F (128317.050000 sec): 3 clusters
  Score: Raw -143142.513625 + Penalty 2439.106172 = -140703.407453
  nChanged 108
		SP:Iteration 4F (128317.080000 sec): 3 clusters
  Score: Raw -143304.442120 + Penalty 2439.106172 = -140865.335948
  nChanged 93
		SP:Iteration 5F (128317.120000 sec): 3 clusters
  Score: Raw -143442.317277 + Penalty 2439.106172 = -141003.211105
  nChanged 77
		SP:Iteration 6Q (128317.150000 sec): 3 clusters
  Score: Raw -143526.155303 + Penalty 2439.106172 = -141087.049131
  nChanged 51
		SP:Iteration 7Q (128317.190000 sec): 3 clusters
  Score: Raw -143588.859249 + Penalty 2439.106172 = -141149.753076
  nChanged 46
		SP:Iteration 8Q (128317.220000 sec): 3 clusters
  Score: Raw -143645.236471 + Penalty 2439.106172 = -141206.130299
  nChanged 41
		SP:Iteration 9Q (128317.260000 sec): 3 clusters
  Score: Raw -143695.383124 + Penalty 2439.106172 = -141256.276952
  nChanged 40
		SP:Iteration 10Q (128317.290000 sec): 3 clusters
  Score: Raw -143741.737840 + Penalty 2439.106172 = -141302.631668
  nChanged 36
		SP:Iteration 11Q (128317.320000 sec): 3 clusters
  Score: Raw -143781.022907 + Penalty 2439.106172 = -141341.916735
  nChanged 33
		SP:Iteration 12Q (128317.360000 sec): 3 clusters
  Score: Raw -143824.291749 + Penalty 2439.106172 = -141385.185577
  nChanged 36
		SP:Iteration 13Q (128317.390000 sec): 3 clusters
  Score: Raw -143880.930988 + Penalty 2439.106172 = -141441.824816
  nChanged 39
		SP:Iteration 14Q (128317.420000 sec): 3 clusters
  Score: Raw -143936.756699 + Penalty 2439.106172 = -141497.650527
  nChanged 28
		SP:Iteration 15Q (128317.460000 sec): 3 clusters
  Score: Raw -143978.372438 + Penalty 2439.106172 = -141539.266266
  nChanged 34
		SP:Iteration 16Q (128317.490000 sec): 3 clusters
  Score: Raw -144041.213735 + Penalty 2439.106172 = -141602.107563
  nChanged 30
		SP:Iteration 17Q (128317.520000 sec): 3 clusters
  Score: Raw -144086.924349 + Penalty 2439.106172 = -141647.818177
  nChanged 27
		SP:Iteration 18Q (128317.560000 sec): 3 clusters
  Score: Raw -144123.147824 + Penalty 2439.106172 = -141684.041652
  nChanged 21
		SP:Iteration 19Q (128317.590000 sec): 3 clusters
  Score: Raw -144146.918146 + Penalty 2439.106172 = -141707.811974
  nChanged 14
		SP:Iteration 20F (128317.620000 sec): 3 clusters
  Score: Raw -144156.465777 + Penalty 2439.106172 = -141717.359605
  nChanged 9
		SP:Iteration 21Q (128317.650000 sec): 3 clusters
  Score: Raw -144162.774247 + Penalty 2439.106172 = -141723.668075
  nChanged 9
		SP:Iteration 22Q (128317.680000 sec): 3 clusters
  Score: Raw -144167.797923 + Penalty 2439.106172 = -141728.691751
  nChanged 1
		SP:Iteration 23Q (128317.720000 sec): 3 clusters
  Score: Raw -144168.532961 + Penalty 2439.106172 = -141729.426789
  nChanged 2
		SP:Iteration 24Q (128317.750000 sec): 3 clusters
  Score: Raw -144169.462795 + Penalty 2439.106172 = -141730.356623
  nChanged 1
		SP:Iteration 25Q (128317.780000 sec): 3 clusters
  Score: Raw -144169.765970 + Penalty 2439.106172 = -141730.659798
  nChanged 1
		SP:Iteration 26Q (128317.810000 sec): 3 clusters
  Score: Raw -144170.601112 + Penalty 2439.106172 = -141731.494940
  nChanged 0
		SP:Iteration 27F (128317.850000 sec): 3 clusters
  Score: Raw -144170.601112 + Penalty 2439.106172 = -141731.494940
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 80 (545 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (128317.880000 sec): 2 clusters
  Score: Raw -49461.878464 + Penalty 1023.877692 = -48438.000772
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (128317.900000 sec): 3 clusters
  Score: Raw -49363.891251 + Penalty 2047.755383 = -47316.135868
  nChanged 138
		SP:Iteration 1F (128317.910000 sec): 3 clusters
  Score: Raw -49527.984457 + Penalty 2047.755383 = -47480.229074
  nChanged 28
		SP:Iteration 2F (128317.920000 sec): 3 clusters
  Score: Raw -49569.387523 + Penalty 2047.755383 = -47521.632140
  nChanged 15
		SP:Iteration 3Q (128317.930000 sec): 3 clusters
  Score: Raw -49586.952739 + Penalty 2047.755383 = -47539.197356
  nChanged 11
		SP:Iteration 4Q (128317.940000 sec): 3 clusters
  Score: Raw -49603.701500 + Penalty 2047.755383 = -47555.946116
  nChanged 6
		SP:Iteration 5Q (128317.950000 sec): 3 clusters
  Score: Raw -49612.890872 + Penalty 2047.755383 = -47565.135489
  nChanged 4
		SP:Iteration 6Q (128317.960000 sec): 3 clusters
  Score: Raw -49619.009499 + Penalty 2047.755383 = -47571.254116
  nChanged 0
		SP:Iteration 7F (128317.980000 sec): 3 clusters
  Score: Raw -49619.009499 + Penalty 2047.755383 = -47571.254116
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 81 (5331 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (128318.060000 sec): 2 clusters
  Score: Raw -456444.513774 + Penalty 1394.460294 = -455050.053480
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (128318.160000 sec): 3 clusters
  Score: Raw -453698.088649 + Penalty 2788.920588 = -450909.168061
  nChanged 2152
		SP:Iteration 1F (128318.260000 sec): 3 clusters
  Score: Raw -454897.694900 + Penalty 2788.920588 = -452108.774313
  nChanged 405
		SP:Iteration 2F (128318.360000 sec): 3 clusters
  Score: Raw -455140.052872 + Penalty 2788.920588 = -452351.132284
  nChanged 314
		SP:Iteration 3F (128318.450000 sec): 3 clusters
  Score: Raw -455328.345409 + Penalty 2788.920588 = -452539.424821
  nChanged 267
		SP:Iteration 4F (128318.540000 sec): 3 clusters
  Score: Raw -455488.740219 + Penalty 2788.920588 = -452699.819631
  nChanged 227
		SP:Iteration 5Q (128318.640000 sec): 3 clusters
  Score: Raw -455625.741003 + Penalty 2788.920588 = -452836.820415
  nChanged 212
		SP:Iteration 6Q (128318.740000 sec): 3 clusters
  Score: Raw -455765.178439 + Penalty 2788.920588 = -452976.257852
  nChanged 197
		SP:Iteration 7Q (128318.840000 sec): 3 clusters
  Score: Raw -455916.517338 + Penalty 2788.920588 = -453127.596750
  nChanged 186
		SP:Iteration 8Q (128318.940000 sec): 3 clusters
  Score: Raw -456057.389455 + Penalty 2788.920588 = -453268.468868
  nChanged 141
		SP:Iteration 9Q (128319.040000 sec): 3 clusters
  Score: Raw -456175.951615 + Penalty 2788.920588 = -453387.031027
  nChanged 124
		SP:Iteration 10Q (128319.140000 sec): 3 clusters
  Score: Raw -456287.078163 + Penalty 2788.920588 = -453498.157575
  nChanged 93
		SP:Iteration 11Q (128319.230000 sec): 3 clusters
  Score: Raw -456382.575383 + Penalty 2788.920588 = -453593.654795
  nChanged 100
		SP:Iteration 12Q (128319.330000 sec): 3 clusters
  Score: Raw -456474.754086 + Penalty 2788.920588 = -453685.833498
  nChanged 75
		SP:Iteration 13Q (128319.420000 sec): 3 clusters
  Score: Raw -456553.975052 + Penalty 2788.920588 = -453765.054464
  nChanged 67
		SP:Iteration 14Q (128319.520000 sec): 3 clusters
  Score: Raw -456615.041237 + Penalty 2788.920588 = -453826.120649
  nChanged 51
		SP:Iteration 15Q (128319.610000 sec): 3 clusters
  Score: Raw -456656.654071 + Penalty 2788.920588 = -453867.733483
  nChanged 43
		SP:Iteration 16Q (128319.710000 sec): 3 clusters
  Score: Raw -456685.780316 + Penalty 2788.920588 = -453896.859728
  nChanged 38
		SP:Iteration 17Q (128319.800000 sec): 3 clusters
  Score: Raw -456710.253957 + Penalty 2788.920588 = -453921.333369
  nChanged 34
		SP:Iteration 18Q (128319.900000 sec): 3 clusters
  Score: Raw -456733.145170 + Penalty 2788.920588 = -453944.224582
  nChanged 34
		SP:Iteration 19Q (128319.990000 sec): 3 clusters
  Score: Raw -456750.078294 + Penalty 2788.920588 = -453961.157706
  nChanged 32
		SP:Iteration 20F (128320.080000 sec): 3 clusters
  Score: Raw -456763.957132 + Penalty 2788.920588 = -453975.036544
  nChanged 30
		SP:Iteration 21Q (128320.180000 sec): 3 clusters
  Score: Raw -456781.763489 + Penalty 2788.920588 = -453992.842901
  nChanged 36
		SP:Iteration 22Q (128320.270000 sec): 3 clusters
  Score: Raw -456799.140435 + Penalty 2788.920588 = -454010.219847
  nChanged 24
		SP:Iteration 23Q (128320.360000 sec): 3 clusters
  Score: Raw -456812.341280 + Penalty 2788.920588 = -454023.420692
  nChanged 25
		SP:Iteration 24Q (128320.460000 sec): 3 clusters
  Score: Raw -456826.107900 + Penalty 2788.920588 = -454037.187312
  nChanged 24
		SP:Iteration 25Q (128320.550000 sec): 3 clusters
  Score: Raw -456841.006851 + Penalty 2788.920588 = -454052.086263
  nChanged 28
		SP:Iteration 26Q (128320.640000 sec): 3 clusters
  Score: Raw -456856.938891 + Penalty 2788.920588 = -454068.018303
  nChanged 26
		SP:Iteration 27Q (128320.740000 sec): 3 clusters
  Score: Raw -456869.312734 + Penalty 2788.920588 = -454080.392146
  nChanged 21
		SP:Iteration 28Q (128320.830000 sec): 3 clusters
  Score: Raw -456876.278413 + Penalty 2788.920588 = -454087.357825
  nChanged 13
		SP:Iteration 29Q (128320.930000 sec): 3 clusters
  Score: Raw -456881.840898 + Penalty 2788.920588 = -454092.920310
  nChanged 15
		SP:Iteration 30Q (128321.020000 sec): 3 clusters
  Score: Raw -456887.304887 + Penalty 2788.920588 = -454098.384299
  nChanged 14
		SP:Iteration 31Q (128321.110000 sec): 3 clusters
  Score: Raw -456893.249868 + Penalty 2788.920588 = -454104.329280
  nChanged 9
		SP:Iteration 32Q (128321.210000 sec): 3 clusters
  Score: Raw -456897.398964 + Penalty 2788.920588 = -454108.478376
  nChanged 12
		SP:Iteration 33Q (128321.300000 sec): 3 clusters
  Score: Raw -456903.842605 + Penalty 2788.920588 = -454114.922017
  nChanged 17
		SP:Iteration 34Q (128321.390000 sec): 3 clusters
  Score: Raw -456913.447959 + Penalty 2788.920588 = -454124.527371
  nChanged 22
		SP:Iteration 35Q (128321.490000 sec): 3 clusters
  Score: Raw -456923.534408 + Penalty 2788.920588 = -454134.613820
  nChanged 26
		SP:Iteration 36Q (128321.580000 sec): 3 clusters
  Score: Raw -456934.098204 + Penalty 2788.920588 = -454145.177616
  nChanged 18
		SP:Iteration 37Q (128321.680000 sec): 3 clusters
  Score: Raw -456942.962556 + Penalty 2788.920588 = -454154.041968
  nChanged 23
		SP:Iteration 38Q (128321.770000 sec): 3 clusters
  Score: Raw -456953.928043 + Penalty 2788.920588 = -454165.007455
  nChanged 17
		SP:Iteration 39Q (128321.860000 sec): 3 clusters
  Score: Raw -456960.377179 + Penalty 2788.920588 = -454171.456591
  nChanged 9
		SP:Iteration 40F (128321.960000 sec): 3 clusters
  Score: Raw -456963.842234 + Penalty 2788.920588 = -454174.921646
  nChanged 9
		SP:Iteration 41Q (128322.050000 sec): 3 clusters
  Score: Raw -456966.887088 + Penalty 2788.920588 = -454177.966500
  nChanged 4
		SP:Iteration 42Q (128322.140000 sec): 3 clusters
  Score: Raw -456968.336614 + Penalty 2788.920588 = -454179.416026
  nChanged 7
		SP:Iteration 43Q (128322.240000 sec): 3 clusters
  Score: Raw -456970.731666 + Penalty 2788.920588 = -454181.811078
  nChanged 6
		SP:Iteration 44Q (128322.330000 sec): 3 clusters
  Score: Raw -456973.842454 + Penalty 2788.920588 = -454184.921866
  nChanged 10
		SP:Iteration 45Q (128322.420000 sec): 3 clusters
  Score: Raw -456976.811762 + Penalty 2788.920588 = -454187.891174
  nChanged 10
		SP:Iteration 46Q (128322.520000 sec): 3 clusters
  Score: Raw -456981.279915 + Penalty 2788.920588 = -454192.359327
  nChanged 7
		SP:Iteration 47Q (128322.610000 sec): 3 clusters
  Score: Raw -456984.315794 + Penalty 2788.920588 = -454195.395206
  nChanged 7
		SP:Iteration 48Q (128322.700000 sec): 3 clusters
  Score: Raw -456986.534076 + Penalty 2788.920588 = -454197.613488
  nChanged 6
		SP:Iteration 49Q (128322.800000 sec): 3 clusters
  Score: Raw -456988.405541 + Penalty 2788.920588 = -454199.484953
  nChanged 4
		SP:Iteration 50Q (128322.890000 sec): 3 clusters
  Score: Raw -456989.591397 + Penalty 2788.920588 = -454200.670809
  nChanged 1
		SP:Iteration 51Q (128322.990000 sec): 3 clusters
  Score: Raw -456989.780230 + Penalty 2788.920588 = -454200.859642
  nChanged 0
		SP:Iteration 52F (128323.080000 sec): 3 clusters
  Score: Raw -456989.780230 + Penalty 2788.920588 = -454200.859642
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 82 (265 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (128323.130000 sec): 2 clusters
  Score: Raw -19614.469443 + Penalty 906.706097 = -18707.763346
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (128323.130000 sec): 3 clusters
  Score: Raw -19696.865069 + Penalty 1813.412193 = -17883.452876
  nChanged 52
		SP:Iteration 1F (128323.140000 sec): 3 clusters
  Score: Raw -19819.392119 + Penalty 1813.412193 = -18005.979926
  nChanged 12
		SP:Iteration 2Q (128323.150000 sec): 3 clusters
  Score: Raw -19892.884766 + Penalty 1813.412193 = -18079.472572
  nChanged 7
		SP:Iteration 3Q (128323.150000 sec): 3 clusters
  Score: Raw -19913.268316 + Penalty 1813.412193 = -18099.856123
  nChanged 4
		SP:Iteration 4Q (128323.160000 sec): 3 clusters
  Score: Raw -19918.837855 + Penalty 1813.412193 = -18105.425662
  nChanged 5
		SP:Iteration 5Q (128323.160000 sec): 3 clusters
  Score: Raw -19944.272205 + Penalty 1813.412193 = -18130.860011
  nChanged 3
		SP:Iteration 6Q (128323.170000 sec): 3 clusters
  Score: Raw -19950.498925 + Penalty 1813.412193 = -18137.086732
  nChanged 3
		SP:Iteration 7Q (128323.180000 sec): 3 clusters
  Score: Raw -19957.576493 + Penalty 1813.412193 = -18144.164299
  nChanged 1
		SP:Iteration 8Q (128323.180000 sec): 3 clusters
  Score: Raw -19961.409667 + Penalty 1813.412193 = -18147.997473
  nChanged 0
		SP:Iteration 9F (128323.190000 sec): 3 clusters
  Score: Raw -19961.409667 + Penalty 1813.412193 = -18147.997473
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 83 (1396 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (128323.240000 sec): 2 clusters
  Score: Raw -122152.329835 + Penalty 1176.722021 = -120975.607814
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (128323.270000 sec): 3 clusters
  Score: Raw -121616.688900 + Penalty 2353.444042 = -119263.244858
  nChanged 456
		SP:Iteration 1F (128323.300000 sec): 3 clusters
  Score: Raw -121963.585973 + Penalty 2353.444042 = -119610.141931
  nChanged 109
		SP:Iteration 2F (128323.330000 sec): 3 clusters
  Score: Raw -122070.524420 + Penalty 2353.444042 = -119717.080378
  nChanged 59
		SP:Iteration 3Q (128323.360000 sec): 3 clusters
  Score: Raw -122125.355854 + Penalty 2353.444042 = -119771.911812
  nChanged 45
		SP:Iteration 4Q (128323.380000 sec): 3 clusters
  Score: Raw -122170.065616 + Penalty 2353.444042 = -119816.621574
  nChanged 38
		SP:Iteration 5Q (128323.410000 sec): 3 clusters
  Score: Raw -122201.404392 + Penalty 2353.444042 = -119847.960350
  nChanged 27
		SP:Iteration 6Q (128323.440000 sec): 3 clusters
  Score: Raw -122222.813482 + Penalty 2353.444042 = -119869.369440
  nChanged 19
		SP:Iteration 7Q (128323.460000 sec): 3 clusters
  Score: Raw -122244.427947 + Penalty 2353.444042 = -119890.983905
  nChanged 13
		SP:Iteration 8Q (128323.490000 sec): 3 clusters
  Score: Raw -122253.448301 + Penalty 2353.444042 = -119900.004259
  nChanged 12
		SP:Iteration 9Q (128323.520000 sec): 3 clusters
  Score: Raw -122264.524555 + Penalty 2353.444042 = -119911.080513
  nChanged 8
		SP:Iteration 10Q (128323.550000 sec): 3 clusters
  Score: Raw -122268.696774 + Penalty 2353.444042 = -119915.252732
  nChanged 2
		SP:Iteration 11Q (128323.580000 sec): 3 clusters
  Score: Raw -122269.227060 + Penalty 2353.444042 = -119915.783017
  nChanged 2
		SP:Iteration 12Q (128323.600000 sec): 3 clusters
  Score: Raw -122270.364980 + Penalty 2353.444042 = -119916.920938
  nChanged 3
		SP:Iteration 13Q (128323.630000 sec): 3 clusters
  Score: Raw -122271.661291 + Penalty 2353.444042 = -119918.217249
  nChanged 6
		SP:Iteration 14Q (128323.660000 sec): 3 clusters
  Score: Raw -122274.072333 + Penalty 2353.444042 = -119920.628291
  nChanged 2
		SP:Iteration 15Q (128323.680000 sec): 3 clusters
  Score: Raw -122275.809669 + Penalty 2353.444042 = -119922.365627
  nChanged 2
		SP:Iteration 16Q (128323.710000 sec): 3 clusters
  Score: Raw -122276.767976 + Penalty 2353.444042 = -119923.323934
  nChanged 3
		SP:Iteration 17Q (128323.740000 sec): 3 clusters
  Score: Raw -122278.477212 + Penalty 2353.444042 = -119925.033170
  nChanged 1
		SP:Iteration 18Q (128323.760000 sec): 3 clusters
  Score: Raw -122279.085108 + Penalty 2353.444042 = -119925.641066
  nChanged 0
		SP:Iteration 19F (128323.790000 sec): 3 clusters
  Score: Raw -122279.085108 + Penalty 2353.444042 = -119925.641066
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 84 (2197 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (128323.860000 sec): 2 clusters
  Score: Raw -191732.474550 + Penalty 1250.412812 = -190482.061738
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (128323.900000 sec): 3 clusters
  Score: Raw -190778.417908 + Penalty 2500.825624 = -188277.592284
  nChanged 798
		SP:Iteration 1F (128323.940000 sec): 3 clusters
  Score: Raw -191331.134986 + Penalty 2500.825624 = -188830.309363
  nChanged 168
		SP:Iteration 2F (128323.990000 sec): 3 clusters
  Score: Raw -191434.640727 + Penalty 2500.825624 = -188933.815104
  nChanged 92
		SP:Iteration 3Q (128324.030000 sec): 3 clusters
  Score: Raw -191493.185038 + Penalty 2500.825624 = -188992.359415
  nChanged 71
		SP:Iteration 4Q (128324.080000 sec): 3 clusters
  Score: Raw -191537.566316 + Penalty 2500.825624 = -189036.740693
  nChanged 67
		SP:Iteration 5Q (128324.120000 sec): 3 clusters
  Score: Raw -191578.005250 + Penalty 2500.825624 = -189077.179626
  nChanged 64
		SP:Iteration 6Q (128324.160000 sec): 3 clusters
  Score: Raw -191616.157194 + Penalty 2500.825624 = -189115.331570
  nChanged 64
		SP:Iteration 7Q (128324.210000 sec): 3 clusters
  Score: Raw -191654.277388 + Penalty 2500.825624 = -189153.451765
  nChanged 66
		SP:Iteration 8Q (128324.250000 sec): 3 clusters
  Score: Raw -191698.192629 + Penalty 2500.825624 = -189197.367005
  nChanged 63
		SP:Iteration 9Q (128324.300000 sec): 3 clusters
  Score: Raw -191739.293512 + Penalty 2500.825624 = -189238.467889
  nChanged 65
		SP:Iteration 10Q (128324.340000 sec): 3 clusters
  Score: Raw -191794.727413 + Penalty 2500.825624 = -189293.901789
  nChanged 77
		SP:Iteration 11Q (128324.380000 sec): 3 clusters
  Score: Raw -191866.316044 + Penalty 2500.825624 = -189365.490420
  nChanged 82
		SP:Iteration 12Q (128324.420000 sec): 3 clusters
  Score: Raw -191945.165479 + Penalty 2500.825624 = -189444.339855
  nChanged 82
		SP:Iteration 13Q (128324.470000 sec): 3 clusters
  Score: Raw -192014.407813 + Penalty 2500.825624 = -189513.582189
  nChanged 80
		SP:Iteration 14Q (128324.510000 sec): 3 clusters
  Score: Raw -192097.818433 + Penalty 2500.825624 = -189596.992810
  nChanged 72
		SP:Iteration 15Q (128324.560000 sec): 3 clusters
  Score: Raw -192185.298059 + Penalty 2500.825624 = -189684.472435
  nChanged 64
		SP:Iteration 16Q (128324.600000 sec): 3 clusters
  Score: Raw -192255.327859 + Penalty 2500.825624 = -189754.502236
  nChanged 58
		SP:Iteration 17Q (128324.640000 sec): 3 clusters
  Score: Raw -192306.783342 + Penalty 2500.825624 = -189805.957718
  nChanged 35
		SP:Iteration 18Q (128324.690000 sec): 3 clusters
  Score: Raw -192343.008093 + Penalty 2500.825624 = -189842.182469
  nChanged 23
		SP:Iteration 19Q (128324.730000 sec): 3 clusters
  Score: Raw -192363.677855 + Penalty 2500.825624 = -189862.852232
  nChanged 16
		SP:Iteration 20F (128324.770000 sec): 3 clusters
  Score: Raw -192376.149840 + Penalty 2500.825624 = -189875.324216
  nChanged 14
		SP:Iteration 21Q (128324.820000 sec): 3 clusters
  Score: Raw -192387.829153 + Penalty 2500.825624 = -189887.003529
  nChanged 9
		SP:Iteration 22Q (128324.860000 sec): 3 clusters
  Score: Raw -192392.314082 + Penalty 2500.825624 = -189891.488458
  nChanged 4
		SP:Iteration 23Q (128324.900000 sec): 3 clusters
  Score: Raw -192394.267005 + Penalty 2500.825624 = -189893.441381
  nChanged 2
		SP:Iteration 24Q (128324.950000 sec): 3 clusters
  Score: Raw -192395.288131 + Penalty 2500.825624 = -189894.462507
  nChanged 1
		SP:Iteration 25Q (128324.990000 sec): 3 clusters
  Score: Raw -192396.039416 + Penalty 2500.825624 = -189895.213793
  nChanged 3
		SP:Iteration 26Q (128325.040000 sec): 3 clusters
  Score: Raw -192397.202688 + Penalty 2500.825624 = -189896.377065
  nChanged 1
		SP:Iteration 27Q (128325.080000 sec): 3 clusters
  Score: Raw -192397.425525 + Penalty 2500.825624 = -189896.599901
  nChanged 1
		SP:Iteration 28Q (128325.120000 sec): 3 clusters
  Score: Raw -192397.625992 + Penalty 2500.825624 = -189896.800369
  nChanged 0
		SP:Iteration 29F (128325.160000 sec): 3 clusters
  Score: Raw -192397.625992 + Penalty 2500.825624 = -189896.800369
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 85 (2621 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (128325.230000 sec): 2 clusters
  Score: Raw -225746.952548 + Penalty 1279.088071 = -224467.864477
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (128325.280000 sec): 3 clusters
  Score: Raw -224530.665002 + Penalty 2558.176141 = -221972.488861
  nChanged 969
		SP:Iteration 1F (128325.330000 sec): 3 clusters
  Score: Raw -225149.495143 + Penalty 2558.176141 = -222591.319001
  nChanged 235
		SP:Iteration 2F (128325.380000 sec): 3 clusters
  Score: Raw -225320.674849 + Penalty 2558.176141 = -222762.498708
  nChanged 155
		SP:Iteration 3F (128325.430000 sec): 3 clusters
  Score: Raw -225434.585411 + Penalty 2558.176141 = -222876.409270
  nChanged 132
		SP:Iteration 4F (128325.480000 sec): 3 clusters
  Score: Raw -225526.377507 + Penalty 2558.176141 = -222968.201366
  nChanged 105
		SP:Iteration 5Q (128325.540000 sec): 3 clusters
  Score: Raw -225602.411598 + Penalty 2558.176141 = -223044.235457
  nChanged 86
		SP:Iteration 6Q (128325.590000 sec): 3 clusters
  Score: Raw -225653.106770 + Penalty 2558.176141 = -223094.930629
  nChanged 73
		SP:Iteration 7Q (128325.640000 sec): 3 clusters
  Score: Raw -225691.390639 + Penalty 2558.176141 = -223133.214498
  nChanged 60
		SP:Iteration 8Q (128325.690000 sec): 3 clusters
  Score: Raw -225723.884410 + Penalty 2558.176141 = -223165.708269
  nChanged 60
		SP:Iteration 9Q (128325.740000 sec): 3 clusters
  Score: Raw -225760.132345 + Penalty 2558.176141 = -223201.956204
  nChanged 45
		SP:Iteration 10Q (128325.800000 sec): 3 clusters
  Score: Raw -225785.059864 + Penalty 2558.176141 = -223226.883722
  nChanged 33
		SP:Iteration 11Q (128325.850000 sec): 3 clusters
  Score: Raw -225804.317384 + Penalty 2558.176141 = -223246.141243
  nChanged 39
		SP:Iteration 12Q (128325.900000 sec): 3 clusters
  Score: Raw -225825.043411 + Penalty 2558.176141 = -223266.867270
  nChanged 42
		SP:Iteration 13Q (128325.950000 sec): 3 clusters
  Score: Raw -225849.803623 + Penalty 2558.176141 = -223291.627482
  nChanged 39
		SP:Iteration 14Q (128326.000000 sec): 3 clusters
  Score: Raw -225873.784951 + Penalty 2558.176141 = -223315.608809
  nChanged 35
		SP:Iteration 15Q (128326.060000 sec): 3 clusters
  Score: Raw -225896.856736 + Penalty 2558.176141 = -223338.680594
  nChanged 27
		SP:Iteration 16Q (128326.100000 sec): 3 clusters
  Score: Raw -225908.619990 + Penalty 2558.176141 = -223350.443849
  nChanged 18
		SP:Iteration 17Q (128326.160000 sec): 3 clusters
  Score: Raw -225916.317148 + Penalty 2558.176141 = -223358.141007
  nChanged 14
		SP:Iteration 18Q (128326.210000 sec): 3 clusters
  Score: Raw -225922.153365 + Penalty 2558.176141 = -223363.977223
  nChanged 10
		SP:Iteration 19Q (128326.260000 sec): 3 clusters
  Score: Raw -225926.520890 + Penalty 2558.176141 = -223368.344749
  nChanged 11
		SP:Iteration 20F (128326.310000 sec): 3 clusters
  Score: Raw -225932.011757 + Penalty 2558.176141 = -223373.835616
  nChanged 14
		SP:Iteration 21Q (128326.360000 sec): 3 clusters
  Score: Raw -225937.386762 + Penalty 2558.176141 = -223379.210621
  nChanged 13
		SP:Iteration 22Q (128326.410000 sec): 3 clusters
  Score: Raw -225943.379008 + Penalty 2558.176141 = -223385.202867
  nChanged 11
		SP:Iteration 23Q (128326.460000 sec): 3 clusters
  Score: Raw -225946.914406 + Penalty 2558.176141 = -223388.738265
  nChanged 9
		SP:Iteration 24Q (128326.520000 sec): 3 clusters
  Score: Raw -225951.183696 + Penalty 2558.176141 = -223393.007555
  nChanged 12
		SP:Iteration 25Q (128326.570000 sec): 3 clusters
  Score: Raw -225956.752756 + Penalty 2558.176141 = -223398.576615
  nChanged 12
		SP:Iteration 26Q (128326.620000 sec): 3 clusters
  Score: Raw -225962.319029 + Penalty 2558.176141 = -223404.142888
  nChanged 7
		SP:Iteration 27Q (128326.670000 sec): 3 clusters
  Score: Raw -225965.249463 + Penalty 2558.176141 = -223407.073322
  nChanged 5
		SP:Iteration 28Q (128326.720000 sec): 3 clusters
  Score: Raw -225967.160478 + Penalty 2558.176141 = -223408.984337
  nChanged 4
		SP:Iteration 29Q (128326.770000 sec): 3 clusters
  Score: Raw -225969.037608 + Penalty 2558.176141 = -223410.861467
  nChanged 4
		SP:Iteration 30Q (128326.820000 sec): 3 clusters
  Score: Raw -225971.449175 + Penalty 2558.176141 = -223413.273034
  nChanged 4
		SP:Iteration 31Q (128326.880000 sec): 3 clusters
  Score: Raw -225972.918535 + Penalty 2558.176141 = -223414.742394
  nChanged 4
		SP:Iteration 32Q (128326.920000 sec): 3 clusters
  Score: Raw -225974.610679 + Penalty 2558.176141 = -223416.434538
  nChanged 4
		SP:Iteration 33Q (128326.980000 sec): 3 clusters
  Score: Raw -225975.889231 + Penalty 2558.176141 = -223417.713090
  nChanged 4
		SP:Iteration 34Q (128327.030000 sec): 3 clusters
  Score: Raw -225977.549852 + Penalty 2558.176141 = -223419.373711
  nChanged 4
		SP:Iteration 35Q (128327.080000 sec): 3 clusters
  Score: Raw -225978.649296 + Penalty 2558.176141 = -223420.473155
  nChanged 3
		SP:Iteration 36Q (128327.130000 sec): 3 clusters
  Score: Raw -225979.276892 + Penalty 2558.176141 = -223421.100751
  nChanged 3
		SP:Iteration 37Q (128327.180000 sec): 3 clusters
  Score: Raw -225980.849742 + Penalty 2558.176141 = -223422.673601
  nChanged 2
		SP:Iteration 38Q (128327.230000 sec): 3 clusters
  Score: Raw -225981.300411 + Penalty 2558.176141 = -223423.124270
  nChanged 2
		SP:Iteration 39Q (128327.280000 sec): 3 clusters
  Score: Raw -225982.051356 + Penalty 2558.176141 = -223423.875215
  nChanged 3
		SP:Iteration 40F (128327.340000 sec): 3 clusters
  Score: Raw -225983.273768 + Penalty 2558.176141 = -223425.097627
  nChanged 3
		SP:Iteration 41Q (128327.390000 sec): 3 clusters
  Score: Raw -225983.846361 + Penalty 2558.176141 = -223425.670220
  nChanged 0
		SP:Iteration 42F (128327.440000 sec): 3 clusters
  Score: Raw -225983.846361 + Penalty 2558.176141 = -223425.670220
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 86 (1090 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (128327.490000 sec): 2 clusters
  Score: Raw -79020.162473 + Penalty 1136.514108 = -77883.648365
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (128327.520000 sec): 3 clusters
  Score: Raw -78708.545472 + Penalty 2273.028217 = -76435.517255
  nChanged 328
		SP:Iteration 1F (128327.540000 sec): 3 clusters
  Score: Raw -79065.996639 + Penalty 2273.028217 = -76792.968422
  nChanged 103
		SP:Iteration 2F (128327.560000 sec): 3 clusters
  Score: Raw -79194.515930 + Penalty 2273.028217 = -76921.487713
  nChanged 67
		SP:Iteration 3F (128327.590000 sec): 3 clusters
  Score: Raw -79293.288452 + Penalty 2273.028217 = -77020.260235
  nChanged 43
		SP:Iteration 4Q (128327.610000 sec): 3 clusters
  Score: Raw -79345.637235 + Penalty 2273.028217 = -77072.609018
  nChanged 26
		SP:Iteration 5Q (128327.630000 sec): 3 clusters
  Score: Raw -79374.828934 + Penalty 2273.028217 = -77101.800717
  nChanged 12
		SP:Iteration 6Q (128327.650000 sec): 3 clusters
  Score: Raw -79392.948435 + Penalty 2273.028217 = -77119.920218
  nChanged 11
		SP:Iteration 7Q (128327.670000 sec): 3 clusters
  Score: Raw -79400.732723 + Penalty 2273.028217 = -77127.704506
  nChanged 6
		SP:Iteration 8Q (128327.690000 sec): 3 clusters
  Score: Raw -79404.808469 + Penalty 2273.028217 = -77131.780253
  nChanged 2
		SP:Iteration 9Q (128327.720000 sec): 3 clusters
  Score: Raw -79406.125820 + Penalty 2273.028217 = -77133.097603
  nChanged 1
		SP:Iteration 10Q (128327.740000 sec): 3 clusters
  Score: Raw -79412.254568 + Penalty 2273.028217 = -77139.226351
  nChanged 4
		SP:Iteration 11Q (128327.760000 sec): 3 clusters
  Score: Raw -79415.155130 + Penalty 2273.028217 = -77142.126913
  nChanged 1
		SP:Iteration 12Q (128327.780000 sec): 3 clusters
  Score: Raw -79416.388935 + Penalty 2273.028217 = -77143.360718
  nChanged 3
		SP:Iteration 13Q (128327.810000 sec): 3 clusters
  Score: Raw -79419.837305 + Penalty 2273.028217 = -77146.809088
  nChanged 5
		SP:Iteration 14Q (128327.830000 sec): 3 clusters
  Score: Raw -79423.172929 + Penalty 2273.028217 = -77150.144712
  nChanged 1
		SP:Iteration 15Q (128327.850000 sec): 3 clusters
  Score: Raw -79423.661399 + Penalty 2273.028217 = -77150.633182
  nChanged 2
		SP:Iteration 16Q (128327.870000 sec): 3 clusters
  Score: Raw -79426.204214 + Penalty 2273.028217 = -77153.175997
  nChanged 3
		SP:Iteration 17Q (128327.890000 sec): 3 clusters
  Score: Raw -79432.988597 + Penalty 2273.028217 = -77159.960380
  nChanged 3
		SP:Iteration 18Q (128327.910000 sec): 3 clusters
  Score: Raw -79441.498756 + Penalty 2273.028217 = -77168.470539
  nChanged 6
		SP:Iteration 19Q (128327.930000 sec): 3 clusters
  Score: Raw -79448.799026 + Penalty 2273.028217 = -77175.770809
  nChanged 4
		SP:Iteration 20F (128327.960000 sec): 3 clusters
  Score: Raw -79451.024858 + Penalty 2273.028217 = -77177.996641
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 87 (6158 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (128328.050000 sec): 2 clusters
  Score: Raw -555935.283750 + Penalty 1417.894941 = -554517.388810
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (128328.190000 sec): 3 clusters
  Score: Raw -552681.921250 + Penalty 2835.789882 = -549846.131368
  nChanged 2529
		SP:Iteration 1F (128328.300000 sec): 3 clusters
  Score: Raw -554168.045567 + Penalty 2835.789882 = -551332.255686
  nChanged 434
		SP:Iteration 2F (128328.400000 sec): 3 clusters
  Score: Raw -554471.366892 + Penalty 2835.789882 = -551635.577010
  nChanged 394
		SP:Iteration 3F (128328.510000 sec): 3 clusters
  Score: Raw -554793.879630 + Penalty 2835.789882 = -551958.089749
  nChanged 354
		SP:Iteration 4F (128328.610000 sec): 3 clusters
  Score: Raw -555158.110409 + Penalty 2835.789882 = -552322.320527
  nChanged 388
		SP:Iteration 5F (128328.710000 sec): 3 clusters
  Score: Raw -555502.263895 + Penalty 2835.789882 = -552666.474014
  nChanged 362
		SP:Iteration 6F (128328.810000 sec): 3 clusters
  Score: Raw -555753.005012 + Penalty 2835.789882 = -552917.215131
  nChanged 308
		SP:Iteration 7F (128328.920000 sec): 3 clusters
  Score: Raw -556009.468351 + Penalty 2835.789882 = -553173.678470
  nChanged 297
		SP:Iteration 8Q (128329.020000 sec): 3 clusters
  Score: Raw -556270.940116 + Penalty 2835.789882 = -553435.150235
  nChanged 228
		SP:Iteration 9Q (128329.130000 sec): 3 clusters
  Score: Raw -556448.976752 + Penalty 2835.789882 = -553613.186871
  nChanged 144
		SP:Iteration 10Q (128329.230000 sec): 3 clusters
  Score: Raw -556527.963489 + Penalty 2835.789882 = -553692.173607
  nChanged 102
		SP:Iteration 11Q (128329.330000 sec): 3 clusters
  Score: Raw -556573.030334 + Penalty 2835.789882 = -553737.240453
  nChanged 74
		SP:Iteration 12Q (128329.440000 sec): 3 clusters
  Score: Raw -556598.833526 + Penalty 2835.789882 = -553763.043644
  nChanged 49
		SP:Iteration 13Q (128329.540000 sec): 3 clusters
  Score: Raw -556614.448833 + Penalty 2835.789882 = -553778.658952
  nChanged 29
		SP:Iteration 14Q (128329.650000 sec): 3 clusters
  Score: Raw -556623.768473 + Penalty 2835.789882 = -553787.978592
  nChanged 33
		SP:Iteration 15Q (128329.750000 sec): 3 clusters
  Score: Raw -556632.787194 + Penalty 2835.789882 = -553796.997312
  nChanged 22
		SP:Iteration 16Q (128329.850000 sec): 3 clusters
  Score: Raw -556638.858482 + Penalty 2835.789882 = -553803.068600
  nChanged 21
		SP:Iteration 17Q (128329.950000 sec): 3 clusters
  Score: Raw -556642.544249 + Penalty 2835.789882 = -553806.754367
  nChanged 17
		SP:Iteration 18Q (128330.050000 sec): 3 clusters
  Score: Raw -556645.055816 + Penalty 2835.789882 = -553809.265934
  nChanged 13
		SP:Iteration 19Q (128330.160000 sec): 3 clusters
  Score: Raw -556647.965943 + Penalty 2835.789882 = -553812.176062
  nChanged 7
		SP:Iteration 20F (128330.260000 sec): 3 clusters
  Score: Raw -556649.145744 + Penalty 2835.789882 = -553813.355863
  nChanged 6
		SP:Iteration 21Q (128330.360000 sec): 3 clusters
  Score: Raw -556649.736597 + Penalty 2835.789882 = -553813.946715
  nChanged 3
		SP:Iteration 22Q (128330.460000 sec): 3 clusters
  Score: Raw -556650.319111 + Penalty 2835.789882 = -553814.529230
  nChanged 4
		SP:Iteration 23Q (128330.560000 sec): 3 clusters
  Score: Raw -556651.331942 + Penalty 2835.789882 = -553815.542060
  nChanged 5
		SP:Iteration 24Q (128330.670000 sec): 3 clusters
  Score: Raw -556652.016141 + Penalty 2835.789882 = -553816.226259
  nChanged 5
		SP:Iteration 25Q (128330.770000 sec): 3 clusters
  Score: Raw -556652.385684 + Penalty 2835.789882 = -553816.595802
  nChanged 2
		SP:Iteration 26Q (128330.870000 sec): 3 clusters
  Score: Raw -556652.684110 + Penalty 2835.789882 = -553816.894228
  nChanged 0
		SP:Iteration 27F (128330.970000 sec): 3 clusters
  Score: Raw -556652.684110 + Penalty 2835.789882 = -553816.894228
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 88 (10436 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (128331.100000 sec): 2 clusters
  Score: Raw -901141.222668 + Penalty 1503.615205 = -899637.607463
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (128331.260000 sec): 3 clusters
  Score: Raw -895244.103981 + Penalty 3007.230410 = -892236.873571
  nChanged 4495
		SP:Iteration 1F (128331.410000 sec): 3 clusters
  Score: Raw -897905.199822 + Penalty 3007.230410 = -894897.969412
  nChanged 781
		SP:Iteration 2F (128331.560000 sec): 3 clusters
  Score: Raw -898384.617509 + Penalty 3007.230410 = -895377.387099
  nChanged 709
		SP:Iteration 3F (128331.720000 sec): 3 clusters
  Score: Raw -898849.078549 + Penalty 3007.230410 = -895841.848139
  nChanged 673
		SP:Iteration 4F (128331.880000 sec): 3 clusters
  Score: Raw -899311.850229 + Penalty 3007.230410 = -896304.619819
  nChanged 613
		SP:Iteration 5F (128332.040000 sec): 3 clusters
  Score: Raw -899696.098206 + Penalty 3007.230410 = -896688.867796
  nChanged 511
		SP:Iteration 6Q (128332.230000 sec): 3 clusters
  Score: Raw -899945.812152 + Penalty 3007.230410 = -896938.581741
  nChanged 400
		SP:Iteration 7Q (128332.390000 sec): 3 clusters
  Score: Raw -900124.031813 + Penalty 3007.230410 = -897116.801403
  nChanged 333
		SP:Iteration 8Q (128332.570000 sec): 3 clusters
  Score: Raw -900261.747165 + Penalty 3007.230410 = -897254.516755
  nChanged 287
		SP:Iteration 9Q (128332.730000 sec): 3 clusters
  Score: Raw -900384.813778 + Penalty 3007.230410 = -897377.583368
  nChanged 252
		SP:Iteration 10Q (128332.900000 sec): 3 clusters
  Score: Raw -900492.430415 + Penalty 3007.230410 = -897485.200005
  nChanged 233
		SP:Iteration 11Q (128333.060000 sec): 3 clusters
  Score: Raw -900579.562012 + Penalty 3007.230410 = -897572.331602
  nChanged 189
		SP:Iteration 12Q (128333.210000 sec): 3 clusters
  Score: Raw -900652.209364 + Penalty 3007.230410 = -897644.978954
  nChanged 166
		SP:Iteration 13Q (128333.400000 sec): 3 clusters
  Score: Raw -900721.714494 + Penalty 3007.230410 = -897714.484084
  nChanged 170
		SP:Iteration 14Q (128333.560000 sec): 3 clusters
  Score: Raw -900800.030532 + Penalty 3007.230410 = -897792.800122
  nChanged 182
		SP:Iteration 15Q (128333.730000 sec): 3 clusters
  Score: Raw -900894.741735 + Penalty 3007.230410 = -897887.511325
  nChanged 165
		SP:Iteration 16Q (128333.890000 sec): 3 clusters
  Score: Raw -900986.441940 + Penalty 3007.230410 = -897979.211530
  nChanged 141
		SP:Iteration 17Q (128334.050000 sec): 3 clusters
  Score: Raw -901063.075383 + Penalty 3007.230410 = -898055.844973
  nChanged 132
		SP:Iteration 18Q (128334.230000 sec): 3 clusters
  Score: Raw -901129.682346 + Penalty 3007.230410 = -898122.451936
  nChanged 109
		SP:Iteration 19Q (128334.380000 sec): 3 clusters
  Score: Raw -901191.132383 + Penalty 3007.230410 = -898183.901973
  nChanged 105
		SP:Iteration 20F (128334.540000 sec): 3 clusters
  Score: Raw -901258.386586 + Penalty 3007.230410 = -898251.156176
  nChanged 76
		SP:Iteration 21Q (128334.700000 sec): 3 clusters
  Score: Raw -901312.387229 + Penalty 3007.230410 = -898305.156819
  nChanged 66
		SP:Iteration 22Q (128334.840000 sec): 3 clusters
  Score: Raw -901365.922639 + Penalty 3007.230410 = -898358.692229
  nChanged 61
		SP:Iteration 23Q (128335.000000 sec): 3 clusters
  Score: Raw -901412.058897 + Penalty 3007.230410 = -898404.828487
  nChanged 52
		SP:Iteration 24Q (128335.160000 sec): 3 clusters
  Score: Raw -901446.880267 + Penalty 3007.230410 = -898439.649857
  nChanged 45
		SP:Iteration 25Q (128335.290000 sec): 3 clusters
  Score: Raw -901480.171979 + Penalty 3007.230410 = -898472.941569
  nChanged 45
		SP:Iteration 26Q (128335.450000 sec): 3 clusters
  Score: Raw -901504.205059 + Penalty 3007.230410 = -898496.974649
  nChanged 34
		SP:Iteration 27Q (128335.630000 sec): 3 clusters
  Score: Raw -901518.397455 + Penalty 3007.230410 = -898511.167045
  nChanged 19
		SP:Iteration 28Q (128335.770000 sec): 3 clusters
  Score: Raw -901528.339176 + Penalty 3007.230410 = -898521.108766
  nChanged 17
		SP:Iteration 29Q (128335.930000 sec): 3 clusters
  Score: Raw -901535.407412 + Penalty 3007.230410 = -898528.177002
  nChanged 17
		SP:Iteration 30Q (128336.110000 sec): 3 clusters
  Score: Raw -901541.708023 + Penalty 3007.230410 = -898534.477612
  nChanged 15
		SP:Iteration 31Q (128336.250000 sec): 3 clusters
  Score: Raw -901547.695213 + Penalty 3007.230410 = -898540.464803
  nChanged 13
		SP:Iteration 32Q (128336.410000 sec): 3 clusters
  Score: Raw -901553.569576 + Penalty 3007.230410 = -898546.339166
  nChanged 16
		SP:Iteration 33Q (128336.590000 sec): 3 clusters
  Score: Raw -901562.148242 + Penalty 3007.230410 = -898554.917832
  nChanged 12
		SP:Iteration 34Q (128336.730000 sec): 3 clusters
  Score: Raw -901567.970797 + Penalty 3007.230410 = -898560.740387
  nChanged 13
		SP:Iteration 35Q (128336.880000 sec): 3 clusters
  Score: Raw -901572.331692 + Penalty 3007.230410 = -898565.101282
  nChanged 4
		SP:Iteration 36Q (128337.040000 sec): 3 clusters
  Score: Raw -901573.659328 + Penalty 3007.230410 = -898566.428918
  nChanged 4
		SP:Iteration 37Q (128337.170000 sec): 3 clusters
  Score: Raw -901574.581048 + Penalty 3007.230410 = -898567.350638
  nChanged 2
		SP:Iteration 38Q (128337.320000 sec): 3 clusters
  Score: Raw -901575.587877 + Penalty 3007.230410 = -898568.357467
  nChanged 3
		SP:Iteration 39Q (128337.500000 sec): 3 clusters
  Score: Raw -901576.656931 + Penalty 3007.230410 = -898569.426521
  nChanged 2
		SP:Iteration 40F (128337.650000 sec): 3 clusters
  Score: Raw -901577.151494 + Penalty 3007.230410 = -898569.921084
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 89 (1070 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (128337.720000 sec): 2 clusters
  Score: Raw -85012.682418 + Penalty 1133.504763 = -83879.177655
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (128337.740000 sec): 3 clusters
  Score: Raw -84685.469259 + Penalty 2267.009526 = -82418.459732
  nChanged 323
		SP:Iteration 1F (128337.760000 sec): 3 clusters
  Score: Raw -84989.138724 + Penalty 2267.009526 = -82722.129198
  nChanged 87
		SP:Iteration 2F (128337.790000 sec): 3 clusters
  Score: Raw -85103.512888 + Penalty 2267.009526 = -82836.503362
  nChanged 59
		SP:Iteration 3F (128337.810000 sec): 3 clusters
  Score: Raw -85192.838462 + Penalty 2267.009526 = -82925.828935
  nChanged 55
		SP:Iteration 4F (128337.830000 sec): 3 clusters
  Score: Raw -85294.714254 + Penalty 2267.009526 = -83027.704727
  nChanged 45
		SP:Iteration 5Q (128337.860000 sec): 3 clusters
  Score: Raw -85371.547249 + Penalty 2267.009526 = -83104.537723
  nChanged 40
		SP:Iteration 6Q (128337.880000 sec): 3 clusters
  Score: Raw -85417.127189 + Penalty 2267.009526 = -83150.117662
  nChanged 23
		SP:Iteration 7Q (128337.900000 sec): 3 clusters
  Score: Raw -85452.998403 + Penalty 2267.009526 = -83185.988877
  nChanged 21
		SP:Iteration 8Q (128337.920000 sec): 3 clusters
  Score: Raw -85478.910288 + Penalty 2267.009526 = -83211.900762
  nChanged 12
		SP:Iteration 9Q (128337.940000 sec): 3 clusters
  Score: Raw -85490.365678 + Penalty 2267.009526 = -83223.356151
  nChanged 8
		SP:Iteration 10Q (128337.960000 sec): 3 clusters
  Score: Raw -85496.709162 + Penalty 2267.009526 = -83229.699636
  nChanged 4
		SP:Iteration 11Q (128337.980000 sec): 3 clusters
  Score: Raw -85500.707490 + Penalty 2267.009526 = -83233.697964
  nChanged 2
		SP:Iteration 12Q (128338.010000 sec): 3 clusters
  Score: Raw -85502.324618 + Penalty 2267.009526 = -83235.315092
  nChanged 4
		SP:Iteration 13Q (128338.030000 sec): 3 clusters
  Score: Raw -85506.031901 + Penalty 2267.009526 = -83239.022375
  nChanged 2
		SP:Iteration 14Q (128338.050000 sec): 3 clusters
  Score: Raw -85507.890559 + Penalty 2267.009526 = -83240.881033
  nChanged 2
		SP:Iteration 15Q (128338.070000 sec): 3 clusters
  Score: Raw -85509.652188 + Penalty 2267.009526 = -83242.642661
  nChanged 0
		SP:Iteration 16F (128338.090000 sec): 3 clusters
  Score: Raw -85509.652188 + Penalty 2267.009526 = -83242.642661
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 90 (36095 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (128338.400000 sec): 2 clusters
  Score: Raw -3283372.130991 + Penalty 1705.260315 = -3281666.870676
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (128338.830000 sec): 3 clusters
  Score: Raw -3260872.580274 + Penalty 3410.520630 = -3257462.059644
  nChanged 16675
		SP:Iteration 1F (128339.250000 sec): 3 clusters
  Score: Raw -3270179.795777 + Penalty 3410.520630 = -3266769.275147
  nChanged 1663
		SP:Iteration 2Q (128339.640000 sec): 3 clusters
  Score: Raw -3270812.676365 + Penalty 3410.520630 = -3267402.155735
  nChanged 1803
		SP:Iteration 3Q (128340.050000 sec): 3 clusters
  Score: Raw -3271699.011955 + Penalty 3410.520630 = -3268288.491325
  nChanged 2208
		SP:Iteration 4F (128340.450000 sec): 3 clusters
  Score: Raw -3273008.350162 + Penalty 3410.520630 = -3269597.829532
  nChanged 2580
		SP:Iteration 5F (128340.870000 sec): 3 clusters
  Score: Raw -3274857.673799 + Penalty 3410.520630 = -3271447.153169
  nChanged 2798
		SP:Iteration 6F (128341.240000 sec): 3 clusters
  Score: Raw -3277164.022148 + Penalty 3410.520630 = -3273753.501518
  nChanged 2629
		SP:Iteration 7F (128341.630000 sec): 3 clusters
  Score: Raw -3279431.099337 + Penalty 3410.520630 = -3276020.578707
  nChanged 2017
		SP:Iteration 8F (128342.010000 sec): 3 clusters
  Score: Raw -3281192.219349 + Penalty 3410.520630 = -3277781.698719
  nChanged 1299
		SP:Iteration 9Q (128342.400000 sec): 3 clusters
  Score: Raw -3282294.224981 + Penalty 3410.520630 = -3278883.704351
  nChanged 720
		SP:Iteration 10Q (128342.790000 sec): 3 clusters
  Score: Raw -3282910.312128 + Penalty 3410.520630 = -3279499.791498
  nChanged 367
		SP:Iteration 11Q (128343.130000 sec): 3 clusters
  Score: Raw -3283221.419928 + Penalty 3410.520630 = -3279810.899298
  nChanged 173
		SP:Iteration 12Q (128343.470000 sec): 3 clusters
  Score: Raw -3283363.822652 + Penalty 3410.520630 = -3279953.302022
  nChanged 78
		SP:Iteration 13Q (128343.850000 sec): 3 clusters
  Score: Raw -3283432.313413 + Penalty 3410.520630 = -3280021.792783
  nChanged 50
		SP:Iteration 14Q (128344.200000 sec): 3 clusters
  Score: Raw -3283477.454369 + Penalty 3410.520630 = -3280066.933739
  nChanged 35
		SP:Iteration 15Q (128344.530000 sec): 3 clusters
  Score: Raw -3283514.144630 + Penalty 3410.520630 = -3280103.624000
  nChanged 31
		SP:Iteration 16Q (128344.900000 sec): 3 clusters
  Score: Raw -3283553.088347 + Penalty 3410.520630 = -3280142.567717
  nChanged 26
		SP:Iteration 17Q (128345.250000 sec): 3 clusters
  Score: Raw -3283581.041467 + Penalty 3410.520630 = -3280170.520837
  nChanged 14
		SP:Iteration 18Q (128345.580000 sec): 3 clusters
  Score: Raw -3283591.125537 + Penalty 3410.520630 = -3280180.604907
  nChanged 13
		SP:Iteration 19Q (128345.910000 sec): 3 clusters
  Score: Raw -3283603.113053 + Penalty 3410.520630 = -3280192.592423
  nChanged 8
		SP:Iteration 20F (128346.310000 sec): 3 clusters
  Score: Raw -3283609.864362 + Penalty 3410.520630 = -3280199.343732
  nChanged 5
		SP:Iteration 21Q (128346.640000 sec): 3 clusters
  Score: Raw -3283616.193326 + Penalty 3410.520630 = -3280205.672696
  nChanged 1
		SP:Iteration 22Q (128346.970000 sec): 3 clusters
  Score: Raw -3283617.824031 + Penalty 3410.520630 = -3280207.303402
  nChanged 2
		SP:Iteration 23Q (128347.340000 sec): 3 clusters
  Score: Raw -3283618.602813 + Penalty 3410.520630 = -3280208.082184
  nChanged 0
		SP:Iteration 24F (128347.730000 sec): 3 clusters
  Score: Raw -3283618.602813 + Penalty 3410.520630 = -3280208.082184
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 91 (3191 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (128347.800000 sec): 2 clusters
  Score: Raw -255349.981875 + Penalty 1311.064564 = -254038.917310
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (128347.890000 sec): 3 clusters
  Score: Raw -253902.209896 + Penalty 2622.129129 = -251280.080767
  nChanged 1197
		SP:Iteration 1F (128347.950000 sec): 3 clusters
  Score: Raw -254794.802337 + Penalty 2622.129129 = -252172.673209
  nChanged 302
		SP:Iteration 2F (128348.010000 sec): 3 clusters
  Score: Raw -255091.709339 + Penalty 2622.129129 = -252469.580210
  nChanged 238
		SP:Iteration 3F (128348.070000 sec): 3 clusters
  Score: Raw -255300.491547 + Penalty 2622.129129 = -252678.362418
  nChanged 164
		SP:Iteration 4F (128348.130000 sec): 3 clusters
  Score: Raw -255422.845096 + Penalty 2622.129129 = -252800.715967
  nChanged 132
		SP:Iteration 5Q (128348.190000 sec): 3 clusters
  Score: Raw -255512.758523 + Penalty 2622.129129 = -252890.629395
  nChanged 100
		SP:Iteration 6Q (128348.250000 sec): 3 clusters
  Score: Raw -255580.283640 + Penalty 2622.129129 = -252958.154511
  nChanged 82
		SP:Iteration 7Q (128348.310000 sec): 3 clusters
  Score: Raw -255630.249954 + Penalty 2622.129129 = -253008.120825
  nChanged 68
		SP:Iteration 8Q (128348.370000 sec): 3 clusters
  Score: Raw -255673.522937 + Penalty 2622.129129 = -253051.393808
  nChanged 68
		SP:Iteration 9Q (128348.430000 sec): 3 clusters
  Score: Raw -255716.003765 + Penalty 2622.129129 = -253093.874636
  nChanged 55
		SP:Iteration 10Q (128348.480000 sec): 3 clusters
  Score: Raw -255755.737720 + Penalty 2622.129129 = -253133.608592
  nChanged 55
		SP:Iteration 11Q (128348.540000 sec): 3 clusters
  Score: Raw -255804.747757 + Penalty 2622.129129 = -253182.618629
  nChanged 64
		SP:Iteration 12Q (128348.600000 sec): 3 clusters
  Score: Raw -255859.865796 + Penalty 2622.129129 = -253237.736667
  nChanged 58
		SP:Iteration 13Q (128348.660000 sec): 3 clusters
  Score: Raw -255898.984736 + Penalty 2622.129129 = -253276.855607
  nChanged 46
		SP:Iteration 14Q (128348.720000 sec): 3 clusters
  Score: Raw -255932.917912 + Penalty 2622.129129 = -253310.788783
  nChanged 46
		SP:Iteration 15Q (128348.780000 sec): 3 clusters
  Score: Raw -255965.022010 + Penalty 2622.129129 = -253342.892882
  nChanged 41
		SP:Iteration 16Q (128348.840000 sec): 3 clusters
  Score: Raw -255991.663853 + Penalty 2622.129129 = -253369.534724
  nChanged 43
		SP:Iteration 17Q (128348.900000 sec): 3 clusters
  Score: Raw -256013.596457 + Penalty 2622.129129 = -253391.467329
  nChanged 41
		SP:Iteration 18Q (128348.960000 sec): 3 clusters
  Score: Raw -256030.870310 + Penalty 2622.129129 = -253408.741182
  nChanged 30
		SP:Iteration 19Q (128349.020000 sec): 3 clusters
  Score: Raw -256047.719008 + Penalty 2622.129129 = -253425.589879
  nChanged 30
		SP:Iteration 20F (128349.080000 sec): 3 clusters
  Score: Raw -256063.308251 + Penalty 2622.129129 = -253441.179122
  nChanged 30
		SP:Iteration 21Q (128349.140000 sec): 3 clusters
  Score: Raw -256079.746792 + Penalty 2622.129129 = -253457.617663
  nChanged 27
		SP:Iteration 22Q (128349.200000 sec): 3 clusters
  Score: Raw -256097.123016 + Penalty 2622.129129 = -253474.993887
  nChanged 23
		SP:Iteration 23Q (128349.260000 sec): 3 clusters
  Score: Raw -256111.450337 + Penalty 2622.129129 = -253489.321208
  nChanged 19
		SP:Iteration 24Q (128349.310000 sec): 3 clusters
  Score: Raw -256126.929500 + Penalty 2622.129129 = -253504.800372
  nChanged 22
		SP:Iteration 25Q (128349.370000 sec): 3 clusters
  Score: Raw -256142.143436 + Penalty 2622.129129 = -253520.014307
  nChanged 26
		SP:Iteration 26Q (128349.430000 sec): 3 clusters
  Score: Raw -256157.723726 + Penalty 2622.129129 = -253535.594598
  nChanged 25
		SP:Iteration 27Q (128349.490000 sec): 3 clusters
  Score: Raw -256170.545580 + Penalty 2622.129129 = -253548.416451
  nChanged 23
		SP:Iteration 28Q (128349.550000 sec): 3 clusters
  Score: Raw -256179.345540 + Penalty 2622.129129 = -253557.216412
  nChanged 13
		SP:Iteration 29Q (128349.610000 sec): 3 clusters
  Score: Raw -256184.457989 + Penalty 2622.129129 = -253562.328860
  nChanged 11
		SP:Iteration 30Q (128349.670000 sec): 3 clusters
  Score: Raw -256190.205827 + Penalty 2622.129129 = -253568.076699
  nChanged 10
		SP:Iteration 31Q (128349.720000 sec): 3 clusters
  Score: Raw -256194.664411 + Penalty 2622.129129 = -253572.535283
  nChanged 6
		SP:Iteration 32Q (128349.780000 sec): 3 clusters
  Score: Raw -256197.633651 + Penalty 2622.129129 = -253575.504523
  nChanged 4
		SP:Iteration 33Q (128349.840000 sec): 3 clusters
  Score: Raw -256199.741553 + Penalty 2622.129129 = -253577.612425
  nChanged 4
		SP:Iteration 34Q (128349.900000 sec): 3 clusters
  Score: Raw -256201.416877 + Penalty 2622.129129 = -253579.287749
  nChanged 5
		SP:Iteration 35Q (128349.960000 sec): 3 clusters
  Score: Raw -256203.778513 + Penalty 2622.129129 = -253581.649384
  nChanged 9
		SP:Iteration 36Q (128350.020000 sec): 3 clusters
  Score: Raw -256206.954506 + Penalty 2622.129129 = -253584.825378
  nChanged 7
		SP:Iteration 37Q (128350.080000 sec): 3 clusters
  Score: Raw -256209.175987 + Penalty 2622.129129 = -253587.046859
  nChanged 6
		SP:Iteration 38Q (128350.140000 sec): 3 clusters
  Score: Raw -256210.998203 + Penalty 2622.129129 = -253588.869075
  nChanged 4
		SP:Iteration 39Q (128350.200000 sec): 3 clusters
  Score: Raw -256211.876846 + Penalty 2622.129129 = -253589.747718
  nChanged 1
		SP:Iteration 40F (128350.260000 sec): 3 clusters
  Score: Raw -256211.930506 + Penalty 2622.129129 = -253589.801378
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 92 (4960 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (128350.340000 sec): 2 clusters
  Score: Raw -415919.754612 + Penalty 1382.738666 = -414537.015946
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (128350.440000 sec): 3 clusters
  Score: Raw -413335.080430 + Penalty 2765.477331 = -410569.603098
  nChanged 2001
		SP:Iteration 1F (128350.520000 sec): 3 clusters
  Score: Raw -414517.415200 + Penalty 2765.477331 = -411751.937869
  nChanged 397
		SP:Iteration 2F (128350.620000 sec): 3 clusters
  Score: Raw -414781.888975 + Penalty 2765.477331 = -412016.411643
  nChanged 305
		SP:Iteration 3F (128350.710000 sec): 3 clusters
  Score: Raw -414962.538247 + Penalty 2765.477331 = -412197.060915
  nChanged 249
		SP:Iteration 4F (128350.800000 sec): 3 clusters
  Score: Raw -415105.653826 + Penalty 2765.477331 = -412340.176495
  nChanged 227
		SP:Iteration 5Q (128350.890000 sec): 3 clusters
  Score: Raw -415254.202165 + Penalty 2765.477331 = -412488.724834
  nChanged 211
		SP:Iteration 6Q (128350.980000 sec): 3 clusters
  Score: Raw -415391.802851 + Penalty 2765.477331 = -412626.325520
  nChanged 193
		SP:Iteration 7Q (128351.070000 sec): 3 clusters
  Score: Raw -415506.094613 + Penalty 2765.477331 = -412740.617282
  nChanged 188
		SP:Iteration 8Q (128351.160000 sec): 3 clusters
  Score: Raw -415633.612884 + Penalty 2765.477331 = -412868.135552
  nChanged 174
		SP:Iteration 9Q (128351.260000 sec): 3 clusters
  Score: Raw -415763.235374 + Penalty 2765.477331 = -412997.758042
  nChanged 163
		SP:Iteration 10Q (128351.350000 sec): 3 clusters
  Score: Raw -415868.932456 + Penalty 2765.477331 = -413103.455125
  nChanged 159
		SP:Iteration 11Q (128351.440000 sec): 3 clusters
  Score: Raw -415969.466624 + Penalty 2765.477331 = -413203.989292
  nChanged 153
		SP:Iteration 12Q (128351.530000 sec): 3 clusters
  Score: Raw -416064.002259 + Penalty 2765.477331 = -413298.524928
  nChanged 129
		SP:Iteration 13Q (128351.620000 sec): 3 clusters
  Score: Raw -416137.449726 + Penalty 2765.477331 = -413371.972395
  nChanged 107
		SP:Iteration 14Q (128351.710000 sec): 3 clusters
  Score: Raw -416203.729916 + Penalty 2765.477331 = -413438.252585
  nChanged 99
		SP:Iteration 15Q (128351.800000 sec): 3 clusters
  Score: Raw -416264.491156 + Penalty 2765.477331 = -413499.013825
  nChanged 95
		SP:Iteration 16Q (128351.890000 sec): 3 clusters
  Score: Raw -416322.754843 + Penalty 2765.477331 = -413557.277511
  nChanged 91
		SP:Iteration 17Q (128351.980000 sec): 3 clusters
  Score: Raw -416376.562576 + Penalty 2765.477331 = -413611.085244
  nChanged 67
		SP:Iteration 18Q (128352.070000 sec): 3 clusters
  Score: Raw -416424.731634 + Penalty 2765.477331 = -413659.254302
  nChanged 78
		SP:Iteration 19Q (128352.160000 sec): 3 clusters
  Score: Raw -416466.088288 + Penalty 2765.477331 = -413700.610956
  nChanged 55
		SP:Iteration 20F (128352.250000 sec): 3 clusters
  Score: Raw -416489.793128 + Penalty 2765.477331 = -413724.315796
  nChanged 42
		SP:Iteration 21Q (128352.340000 sec): 3 clusters
  Score: Raw -416506.123278 + Penalty 2765.477331 = -413740.645946
  nChanged 34
		SP:Iteration 22Q (128352.430000 sec): 3 clusters
  Score: Raw -416516.087281 + Penalty 2765.477331 = -413750.609950
  nChanged 16
		SP:Iteration 23Q (128352.520000 sec): 3 clusters
  Score: Raw -416520.660883 + Penalty 2765.477331 = -413755.183552
  nChanged 20
		SP:Iteration 24Q (128352.620000 sec): 3 clusters
  Score: Raw -416526.075860 + Penalty 2765.477331 = -413760.598528
  nChanged 14
		SP:Iteration 25Q (128352.700000 sec): 3 clusters
  Score: Raw -416530.915654 + Penalty 2765.477331 = -413765.438322
  nChanged 23
		SP:Iteration 26Q (128352.800000 sec): 3 clusters
  Score: Raw -416539.490554 + Penalty 2765.477331 = -413774.013223
  nChanged 17
		SP:Iteration 27Q (128352.880000 sec): 3 clusters
  Score: Raw -416544.178560 + Penalty 2765.477331 = -413778.701229
  nChanged 17
		SP:Iteration 28Q (128352.980000 sec): 3 clusters
  Score: Raw -416549.789243 + Penalty 2765.477331 = -413784.311911
  nChanged 19
		SP:Iteration 29Q (128353.060000 sec): 3 clusters
  Score: Raw -416557.080885 + Penalty 2765.477331 = -413791.603554
  nChanged 23
		SP:Iteration 30Q (128353.160000 sec): 3 clusters
  Score: Raw -416569.916239 + Penalty 2765.477331 = -413804.438908
  nChanged 23
		SP:Iteration 31Q (128353.240000 sec): 3 clusters
  Score: Raw -416578.371684 + Penalty 2765.477331 = -413812.894353
  nChanged 25
		SP:Iteration 32Q (128353.340000 sec): 3 clusters
  Score: Raw -416587.076075 + Penalty 2765.477331 = -413821.598744
  nChanged 23
		SP:Iteration 33Q (128353.420000 sec): 3 clusters
  Score: Raw -416596.428456 + Penalty 2765.477331 = -413830.951125
  nChanged 17
		SP:Iteration 34Q (128353.520000 sec): 3 clusters
  Score: Raw -416602.879914 + Penalty 2765.477331 = -413837.402582
  nChanged 16
		SP:Iteration 35Q (128353.610000 sec): 3 clusters
  Score: Raw -416609.694604 + Penalty 2765.477331 = -413844.217272
  nChanged 20
		SP:Iteration 36Q (128353.700000 sec): 3 clusters
  Score: Raw -416620.338147 + Penalty 2765.477331 = -413854.860816
  nChanged 16
		SP:Iteration 37Q (128353.790000 sec): 3 clusters
  Score: Raw -416626.553828 + Penalty 2765.477331 = -413861.076497
  nChanged 19
		SP:Iteration 38Q (128353.880000 sec): 3 clusters
  Score: Raw -416633.796360 + Penalty 2765.477331 = -413868.319029
  nChanged 15
		SP:Iteration 39Q (128353.970000 sec): 3 clusters
  Score: Raw -416641.023864 + Penalty 2765.477331 = -413875.546533
  nChanged 22
		SP:Iteration 40F (128354.060000 sec): 3 clusters
  Score: Raw -416658.147779 + Penalty 2765.477331 = -413892.670448
  nChanged 26
		SP:Iteration 41Q (128354.150000 sec): 3 clusters
  Score: Raw -416676.087122 + Penalty 2765.477331 = -413910.609791
  nChanged 29
		SP:Iteration 42Q (128354.240000 sec): 3 clusters
  Score: Raw -416695.976783 + Penalty 2765.477331 = -413930.499452
  nChanged 27
		SP:Iteration 43Q (128354.330000 sec): 3 clusters
  Score: Raw -416712.461251 + Penalty 2765.477331 = -413946.983920
  nChanged 30
		SP:Iteration 44Q (128354.420000 sec): 3 clusters
  Score: Raw -416729.915548 + Penalty 2765.477331 = -413964.438217
  nChanged 34
		SP:Iteration 45Q (128354.510000 sec): 3 clusters
  Score: Raw -416751.561118 + Penalty 2765.477331 = -413986.083787
  nChanged 32
		SP:Iteration 46Q (128354.600000 sec): 3 clusters
  Score: Raw -416767.570062 + Penalty 2765.477331 = -414002.092731
  nChanged 25
		SP:Iteration 47Q (128354.690000 sec): 3 clusters
  Score: Raw -416780.796094 + Penalty 2765.477331 = -414015.318763
  nChanged 21
		SP:Iteration 48Q (128354.780000 sec): 3 clusters
  Score: Raw -416787.053176 + Penalty 2765.477331 = -414021.575845
  nChanged 5
		SP:Iteration 49Q (128354.870000 sec): 3 clusters
  Score: Raw -416788.941587 + Penalty 2765.477331 = -414023.464256
  nChanged 7
		SP:Iteration 50Q (128354.960000 sec): 3 clusters
  Score: Raw -416790.843177 + Penalty 2765.477331 = -414025.365846
  nChanged 3
		SP:Iteration 51Q (128355.050000 sec): 3 clusters
  Score: Raw -416791.149665 + Penalty 2765.477331 = -414025.672334
  nChanged 0
		SP:Iteration 52F (128355.140000 sec): 3 clusters
  Score: Raw -416791.149665 + Penalty 2765.477331 = -414025.672334
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 93 (497 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (128355.180000 sec): 2 clusters
  Score: Raw -44763.492958 + Penalty 1008.895879 = -43754.597078
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (128355.200000 sec): 3 clusters
  Score: Raw -44700.576913 + Penalty 2017.791758 = -42682.785155
  nChanged 119
		SP:Iteration 1F (128355.210000 sec): 3 clusters
  Score: Raw -44848.840879 + Penalty 2017.791758 = -42831.049120
  nChanged 20
		SP:Iteration 2Q (128355.220000 sec): 3 clusters
  Score: Raw -44896.374220 + Penalty 2017.791758 = -42878.582462
  nChanged 10
		SP:Iteration 3Q (128355.230000 sec): 3 clusters
  Score: Raw -44911.214132 + Penalty 2017.791758 = -42893.422374
  nChanged 6
		SP:Iteration 4Q (128355.240000 sec): 3 clusters
  Score: Raw -44919.587728 + Penalty 2017.791758 = -42901.795970
  nChanged 5
		SP:Iteration 5Q (128355.250000 sec): 3 clusters
  Score: Raw -44928.370764 + Penalty 2017.791758 = -42910.579006
  nChanged 3
		SP:Iteration 6Q (128355.260000 sec): 3 clusters
  Score: Raw -44931.401708 + Penalty 2017.791758 = -42913.609950
  nChanged 2
		SP:Iteration 7Q (128355.270000 sec): 3 clusters
  Score: Raw -44932.975865 + Penalty 2017.791758 = -42915.184107
  nChanged 1
		SP:Iteration 8Q (128355.280000 sec): 3 clusters
  Score: Raw -44933.592436 + Penalty 2017.791758 = -42915.800678
  nChanged 0
		SP:Iteration 9F (128355.290000 sec): 3 clusters
  Score: Raw -44933.592436 + Penalty 2017.791758 = -42915.800678
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 94 (20090 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (128355.480000 sec): 2 clusters
  Score: Raw -1821942.987011 + Penalty 1610.046337 = -1820332.940674
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (128355.720000 sec): 3 clusters
  Score: Raw -1809809.418429 + Penalty 3220.092674 = -1806589.325755
  nChanged 9143
		SP:Iteration 1F (128355.990000 sec): 3 clusters
  Score: Raw -1814797.657172 + Penalty 3220.092674 = -1811577.564499
  nChanged 1037
		SP:Iteration 2F (128356.240000 sec): 3 clusters
  Score: Raw -1815162.794049 + Penalty 3220.092674 = -1811942.701375
  nChanged 944
		SP:Iteration 3Q (128356.490000 sec): 3 clusters
  Score: Raw -1815480.941047 + Penalty 3220.092674 = -1812260.848373
  nChanged 867
		SP:Iteration 4Q (128356.770000 sec): 3 clusters
  Score: Raw -1815774.900263 + Penalty 3220.092674 = -1812554.807589
  nChanged 848
		SP:Iteration 5Q (128357.040000 sec): 3 clusters
  Score: Raw -1816091.975636 + Penalty 3220.092674 = -1812871.882962
  nChanged 885
		SP:Iteration 6Q (128357.330000 sec): 3 clusters
  Score: Raw -1816479.654680 + Penalty 3220.092674 = -1813259.562006
  nChanged 987
		SP:Iteration 7Q (128357.590000 sec): 3 clusters
  Score: Raw -1816956.712610 + Penalty 3220.092674 = -1813736.619937
  nChanged 1079
		SP:Iteration 8F (128357.830000 sec): 3 clusters
  Score: Raw -1817557.069684 + Penalty 3220.092674 = -1814336.977010
  nChanged 1093
		SP:Iteration 9F (128358.100000 sec): 3 clusters
  Score: Raw -1818235.542973 + Penalty 3220.092674 = -1815015.450299
  nChanged 1072
		SP:Iteration 10F (128358.340000 sec): 3 clusters
  Score: Raw -1819019.756628 + Penalty 3220.092674 = -1815799.663954
  nChanged 952
		SP:Iteration 11Q (128358.600000 sec): 3 clusters
  Score: Raw -1819886.572799 + Penalty 3220.092674 = -1816666.480125
  nChanged 794
		SP:Iteration 12Q (128358.870000 sec): 3 clusters
  Score: Raw -1820688.555826 + Penalty 3220.092674 = -1817468.463152
  nChanged 567
		SP:Iteration 13Q (128359.130000 sec): 3 clusters
  Score: Raw -1821166.640501 + Penalty 3220.092674 = -1817946.547827
  nChanged 401
		SP:Iteration 14Q (128359.370000 sec): 3 clusters
  Score: Raw -1821418.401182 + Penalty 3220.092674 = -1818198.308509
  nChanged 255
		SP:Iteration 15Q (128359.600000 sec): 3 clusters
  Score: Raw -1821539.106056 + Penalty 3220.092674 = -1818319.013383
  nChanged 171
		SP:Iteration 16Q (128359.840000 sec): 3 clusters
  Score: Raw -1821607.441203 + Penalty 3220.092674 = -1818387.348530
  nChanged 116
		SP:Iteration 17Q (128360.070000 sec): 3 clusters
  Score: Raw -1821646.300992 + Penalty 3220.092674 = -1818426.208318
  nChanged 92
		SP:Iteration 18Q (128360.320000 sec): 3 clusters
  Score: Raw -1821675.491367 + Penalty 3220.092674 = -1818455.398693
  nChanged 87
		SP:Iteration 19Q (128360.560000 sec): 3 clusters
  Score: Raw -1821701.995129 + Penalty 3220.092674 = -1818481.902455
  nChanged 86
		SP:Iteration 20F (128360.800000 sec): 3 clusters
  Score: Raw -1821728.921067 + Penalty 3220.092674 = -1818508.828393
  nChanged 78
		SP:Iteration 21Q (128361.040000 sec): 3 clusters
  Score: Raw -1821748.551951 + Penalty 3220.092674 = -1818528.459277
  nChanged 54
		SP:Iteration 22Q (128361.260000 sec): 3 clusters
  Score: Raw -1821759.318705 + Penalty 3220.092674 = -1818539.226032
  nChanged 49
		SP:Iteration 23Q (128361.510000 sec): 3 clusters
  Score: Raw -1821769.240027 + Penalty 3220.092674 = -1818549.147353
  nChanged 29
		SP:Iteration 24Q (128361.740000 sec): 3 clusters
  Score: Raw -1821774.698262 + Penalty 3220.092674 = -1818554.605588
  nChanged 23
		SP:Iteration 25Q (128361.990000 sec): 3 clusters
  Score: Raw -1821778.446678 + Penalty 3220.092674 = -1818558.354004
  nChanged 23
		SP:Iteration 26Q (128362.230000 sec): 3 clusters
  Score: Raw -1821782.528602 + Penalty 3220.092674 = -1818562.435928
  nChanged 27
		SP:Iteration 27Q (128362.460000 sec): 3 clusters
  Score: Raw -1821786.859967 + Penalty 3220.092674 = -1818566.767293
  nChanged 21
		SP:Iteration 28Q (128362.700000 sec): 3 clusters
  Score: Raw -1821789.950428 + Penalty 3220.092674 = -1818569.857754
  nChanged 19
		SP:Iteration 29Q (128362.920000 sec): 3 clusters
  Score: Raw -1821792.763191 + Penalty 3220.092674 = -1818572.670517
  nChanged 16
		SP:Iteration 30Q (128363.160000 sec): 3 clusters
  Score: Raw -1821795.795582 + Penalty 3220.092674 = -1818575.702909
  nChanged 18
		SP:Iteration 31Q (128363.380000 sec): 3 clusters
  Score: Raw -1821797.835629 + Penalty 3220.092674 = -1818577.742956
  nChanged 15
		SP:Iteration 32Q (128363.620000 sec): 3 clusters
  Score: Raw -1821800.130840 + Penalty 3220.092674 = -1818580.038166
  nChanged 10
		SP:Iteration 33Q (128363.840000 sec): 3 clusters
  Score: Raw -1821801.432777 + Penalty 3220.092674 = -1818581.340103
  nChanged 11
		SP:Iteration 34Q (128364.100000 sec): 3 clusters
  Score: Raw -1821803.547280 + Penalty 3220.092674 = -1818583.454607
  nChanged 9
		SP:Iteration 35Q (128364.330000 sec): 3 clusters
  Score: Raw -1821805.064465 + Penalty 3220.092674 = -1818584.971791
  nChanged 12
		SP:Iteration 36Q (128364.580000 sec): 3 clusters
  Score: Raw -1821807.075665 + Penalty 3220.092674 = -1818586.982991
  nChanged 10
		SP:Iteration 37Q (128364.820000 sec): 3 clusters
  Score: Raw -1821809.023555 + Penalty 3220.092674 = -1818588.930881
  nChanged 11
		SP:Iteration 38Q (128365.040000 sec): 3 clusters
  Score: Raw -1821811.239212 + Penalty 3220.092674 = -1818591.146538
  nChanged 11
		SP:Iteration 39Q (128365.290000 sec): 3 clusters
  Score: Raw -1821812.333333 + Penalty 3220.092674 = -1818592.240659
  nChanged 7
		SP:Iteration 40F (128365.540000 sec): 3 clusters
  Score: Raw -1821813.715844 + Penalty 3220.092674 = -1818593.623170
  nChanged 10
		SP:Iteration 41Q (128365.790000 sec): 3 clusters
  Score: Raw -1821815.013599 + Penalty 3220.092674 = -1818594.920925
  nChanged 10
		SP:Iteration 42Q (128366.030000 sec): 3 clusters
  Score: Raw -1821816.351832 + Penalty 3220.092674 = -1818596.259158
  nChanged 7
		SP:Iteration 43Q (128366.260000 sec): 3 clusters
  Score: Raw -1821817.125025 + Penalty 3220.092674 = -1818597.032352
  nChanged 7
		SP:Iteration 44Q (128366.500000 sec): 3 clusters
  Score: Raw -1821818.111585 + Penalty 3220.092674 = -1818598.018911
  nChanged 6
		SP:Iteration 45Q (128366.740000 sec): 3 clusters
  Score: Raw -1821819.008766 + Penalty 3220.092674 = -1818598.916092
  nChanged 8
		SP:Iteration 46Q (128367.000000 sec): 3 clusters
  Score: Raw -1821820.421993 + Penalty 3220.092674 = -1818600.329319
  nChanged 4
		SP:Iteration 47Q (128367.230000 sec): 3 clusters
  Score: Raw -1821821.392396 + Penalty 3220.092674 = -1818601.299722
  nChanged 5
		SP:Iteration 48Q (128367.460000 sec): 3 clusters
  Score: Raw -1821822.221249 + Penalty 3220.092674 = -1818602.128575
  nChanged 7
		SP:Iteration 49Q (128367.710000 sec): 3 clusters
  Score: Raw -1821823.685565 + Penalty 3220.092674 = -1818603.592891
  nChanged 11
		SP:Iteration 50Q (128367.940000 sec): 3 clusters
  Score: Raw -1821825.496440 + Penalty 3220.092674 = -1818605.403766
  nChanged 11
		SP:Iteration 51Q (128368.200000 sec): 3 clusters
  Score: Raw -1821827.620002 + Penalty 3220.092674 = -1818607.527329
  nChanged 12
		SP:Iteration 52Q (128368.440000 sec): 3 clusters
  Score: Raw -1821829.966364 + Penalty 3220.092674 = -1818609.873691
  nChanged 12
		SP:Iteration 53Q (128368.660000 sec): 3 clusters
  Score: Raw -1821831.973262 + Penalty 3220.092674 = -1818611.880588
  nChanged 17
		SP:Iteration 54Q (128368.900000 sec): 3 clusters
  Score: Raw -1821834.731522 + Penalty 3220.092674 = -1818614.638849
  nChanged 16
		SP:Iteration 55Q (128369.120000 sec): 3 clusters
  Score: Raw -1821838.234019 + Penalty 3220.092674 = -1818618.141346
  nChanged 22
		SP:Iteration 56Q (128369.370000 sec): 3 clusters
  Score: Raw -1821844.196860 + Penalty 3220.092674 = -1818624.104186
  nChanged 27
		SP:Iteration 57Q (128369.610000 sec): 3 clusters
  Score: Raw -1821850.120018 + Penalty 3220.092674 = -1818630.027344
  nChanged 24
		SP:Iteration 58Q (128369.860000 sec): 3 clusters
  Score: Raw -1821855.235642 + Penalty 3220.092674 = -1818635.142968
  nChanged 26
		SP:Iteration 59Q (128370.100000 sec): 3 clusters
  Score: Raw -1821861.287855 + Penalty 3220.092674 = -1818641.195181
  nChanged 30
		SP:Iteration 60F (128370.340000 sec): 3 clusters
  Score: Raw -1821867.435788 + Penalty 3220.092674 = -1818647.343114
  nChanged 25
		SP:Iteration 61Q (128370.610000 sec): 3 clusters
  Score: Raw -1821871.378142 + Penalty 3220.092674 = -1818651.285469
  nChanged 23
		SP:Iteration 62Q (128370.850000 sec): 3 clusters
  Score: Raw -1821874.848931 + Penalty 3220.092674 = -1818654.756257
  nChanged 18
		SP:Iteration 63Q (128371.070000 sec): 3 clusters
  Score: Raw -1821879.044066 + Penalty 3220.092674 = -1818658.951392
  nChanged 26
		SP:Iteration 64Q (128371.310000 sec): 3 clusters
  Score: Raw -1821885.649169 + Penalty 3220.092674 = -1818665.556495
  nChanged 27
		SP:Iteration 65Q (128371.530000 sec): 3 clusters
  Score: Raw -1821893.148527 + Penalty 3220.092674 = -1818673.055853
  nChanged 29
		SP:Iteration 66Q (128371.770000 sec): 3 clusters
  Score: Raw -1821901.481868 + Penalty 3220.092674 = -1818681.389194
  nChanged 26
		SP:Iteration 67Q (128371.990000 sec): 3 clusters
  Score: Raw -1821909.361639 + Penalty 3220.092674 = -1818689.268965
  nChanged 26
		SP:Iteration 68Q (128372.230000 sec): 3 clusters
  Score: Raw -1821915.307837 + Penalty 3220.092674 = -1818695.215164
  nChanged 24
		SP:Iteration 69Q (128372.450000 sec): 3 clusters
  Score: Raw -1821921.909010 + Penalty 3220.092674 = -1818701.816336
  nChanged 24
		SP:Iteration 70Q (128372.690000 sec): 3 clusters
  Score: Raw -1821928.621959 + Penalty 3220.092674 = -1818708.529285
  nChanged 20
		SP:Iteration 71Q (128372.910000 sec): 3 clusters
  Score: Raw -1821933.080580 + Penalty 3220.092674 = -1818712.987906
  nChanged 15
		SP:Iteration 72Q (128373.150000 sec): 3 clusters
  Score: Raw -1821935.886896 + Penalty 3220.092674 = -1818715.794222
  nChanged 11
		SP:Iteration 73Q (128373.370000 sec): 3 clusters
  Score: Raw -1821938.572633 + Penalty 3220.092674 = -1818718.479960
  nChanged 13
		SP:Iteration 74Q (128373.620000 sec): 3 clusters
  Score: Raw -1821940.982479 + Penalty 3220.092674 = -1818720.889805
  nChanged 12
		SP:Iteration 75Q (128373.840000 sec): 3 clusters
  Score: Raw -1821943.363396 + Penalty 3220.092674 = -1818723.270722
  nChanged 14
		SP:Iteration 76Q (128374.090000 sec): 3 clusters
  Score: Raw -1821946.410281 + Penalty 3220.092674 = -1818726.317607
  nChanged 18
		SP:Iteration 77Q (128374.320000 sec): 3 clusters
  Score: Raw -1821949.502652 + Penalty 3220.092674 = -1818729.409978
  nChanged 17
		SP:Iteration 78Q (128374.570000 sec): 3 clusters
  Score: Raw -1821952.938268 + Penalty 3220.092674 = -1818732.845594
  nChanged 10
		SP:Iteration 79Q (128374.810000 sec): 3 clusters
  Score: Raw -1821954.707903 + Penalty 3220.092674 = -1818734.615229
  nChanged 8
		SP:Iteration 80F (128375.050000 sec): 3 clusters
  Score: Raw -1821956.399875 + Penalty 3220.092674 = -1818736.307202
  nChanged 9
		SP:Iteration 81Q (128375.300000 sec): 3 clusters
  Score: Raw -1821958.033857 + Penalty 3220.092674 = -1818737.941183
  nChanged 6
		SP:Iteration 82Q (128375.530000 sec): 3 clusters
  Score: Raw -1821959.009101 + Penalty 3220.092674 = -1818738.916428
  nChanged 4
		SP:Iteration 83Q (128375.780000 sec): 3 clusters
  Score: Raw -1821959.428968 + Penalty 3220.092674 = -1818739.336294
  nChanged 2
		SP:Iteration 84Q (128376.020000 sec): 3 clusters
  Score: Raw -1821959.740206 + Penalty 3220.092674 = -1818739.647533
  nChanged 1
		SP:Iteration 85Q (128376.240000 sec): 3 clusters
  Score: Raw -1821959.794020 + Penalty 3220.092674 = -1818739.701346
  nChanged 1
		SP:Iteration 86Q (128376.510000 sec): 3 clusters
  Score: Raw -1821960.006939 + Penalty 3220.092674 = -1818739.914266
  nChanged 1
		SP:Iteration 87Q (128376.740000 sec): 3 clusters
  Score: Raw -1821960.353136 + Penalty 3220.092674 = -1818740.260462
  nChanged 4
		SP:Iteration 88Q (128377.000000 sec): 3 clusters
  Score: Raw -1821960.916122 + Penalty 3220.092674 = -1818740.823449
  nChanged 2
		SP:Iteration 89Q (128377.230000 sec): 3 clusters
  Score: Raw -1821961.594614 + Penalty 3220.092674 = -1818741.501941
  nChanged 3
		SP:Iteration 90Q (128377.450000 sec): 3 clusters
  Score: Raw -1821962.173517 + Penalty 3220.092674 = -1818742.080843
  nChanged 0
		SP:Iteration 91F (128377.700000 sec): 3 clusters
  Score: Raw -1821962.173517 + Penalty 3220.092674 = -1818742.080843
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 95 (1659 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (128377.760000 sec): 2 clusters
  Score: Raw -137005.264894 + Penalty 1204.770172 = -135800.494722
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (128377.790000 sec): 3 clusters
  Score: Raw -136337.316321 + Penalty 2409.540344 = -133927.775977
  nChanged 557
		SP:Iteration 1F (128377.830000 sec): 3 clusters
  Score: Raw -136753.379261 + Penalty 2409.540344 = -134343.838916
  nChanged 130
		SP:Iteration 2F (128377.860000 sec): 3 clusters
  Score: Raw -136855.082623 + Penalty 2409.540344 = -134445.542279
  nChanged 86
		SP:Iteration 3F (128377.890000 sec): 3 clusters
  Score: Raw -136918.686637 + Penalty 2409.540344 = -134509.146292
  nChanged 51
		SP:Iteration 4Q (128377.920000 sec): 3 clusters
  Score: Raw -136960.244197 + Penalty 2409.540344 = -134550.703853
  nChanged 40
		SP:Iteration 5Q (128377.960000 sec): 3 clusters
  Score: Raw -136991.306543 + Penalty 2409.540344 = -134581.766199
  nChanged 39
		SP:Iteration 6Q (128377.990000 sec): 3 clusters
  Score: Raw -137029.400777 + Penalty 2409.540344 = -134619.860433
  nChanged 32
		SP:Iteration 7Q (128378.020000 sec): 3 clusters
  Score: Raw -137065.770785 + Penalty 2409.540344 = -134656.230441
  nChanged 31
		SP:Iteration 8Q (128378.050000 sec): 3 clusters
  Score: Raw -137085.999693 + Penalty 2409.540344 = -134676.459348
  nChanged 27
		SP:Iteration 9Q (128378.080000 sec): 3 clusters
  Score: Raw -137108.981978 + Penalty 2409.540344 = -134699.441634
  nChanged 28
		SP:Iteration 10Q (128378.120000 sec): 3 clusters
  Score: Raw -137135.469044 + Penalty 2409.540344 = -134725.928700
  nChanged 37
		SP:Iteration 11Q (128378.150000 sec): 3 clusters
  Score: Raw -137171.611545 + Penalty 2409.540344 = -134762.071200
  nChanged 33
		SP:Iteration 12Q (128378.180000 sec): 3 clusters
  Score: Raw -137198.623028 + Penalty 2409.540344 = -134789.082684
  nChanged 19
		SP:Iteration 13Q (128378.210000 sec): 3 clusters
  Score: Raw -137212.499221 + Penalty 2409.540344 = -134802.958877
  nChanged 14
		SP:Iteration 14Q (128378.240000 sec): 3 clusters
  Score: Raw -137224.508115 + Penalty 2409.540344 = -134814.967770
  nChanged 21
		SP:Iteration 15Q (128378.280000 sec): 3 clusters
  Score: Raw -137241.982274 + Penalty 2409.540344 = -134832.441929
  nChanged 18
		SP:Iteration 16Q (128378.300000 sec): 3 clusters
  Score: Raw -137256.605181 + Penalty 2409.540344 = -134847.064836
  nChanged 16
		SP:Iteration 17Q (128378.340000 sec): 3 clusters
  Score: Raw -137274.270787 + Penalty 2409.540344 = -134864.730443
  nChanged 17
		SP:Iteration 18Q (128378.370000 sec): 3 clusters
  Score: Raw -137292.684094 + Penalty 2409.540344 = -134883.143750
  nChanged 31
		SP:Iteration 19Q (128378.400000 sec): 3 clusters
  Score: Raw -137324.681115 + Penalty 2409.540344 = -134915.140771
  nChanged 35
		SP:Iteration 20F (128378.430000 sec): 3 clusters
  Score: Raw -137367.460348 + Penalty 2409.540344 = -134957.920003
  nChanged 36
		SP:Iteration 21Q (128378.460000 sec): 3 clusters
  Score: Raw -137427.272429 + Penalty 2409.540344 = -135017.732085
  nChanged 37
		SP:Iteration 22Q (128378.490000 sec): 3 clusters
  Score: Raw -137467.790730 + Penalty 2409.540344 = -135058.250386
  nChanged 28
		SP:Iteration 23Q (128378.520000 sec): 3 clusters
  Score: Raw -137500.744872 + Penalty 2409.540344 = -135091.204528
  nChanged 28
		SP:Iteration 24Q (128378.560000 sec): 3 clusters
  Score: Raw -137530.882266 + Penalty 2409.540344 = -135121.341921
  nChanged 19
		SP:Iteration 25Q (128378.580000 sec): 3 clusters
  Score: Raw -137550.599000 + Penalty 2409.540344 = -135141.058656
  nChanged 23
		SP:Iteration 26Q (128378.620000 sec): 3 clusters
  Score: Raw -137574.447920 + Penalty 2409.540344 = -135164.907575
  nChanged 22
		SP:Iteration 27Q (128378.640000 sec): 3 clusters
  Score: Raw -137591.497896 + Penalty 2409.540344 = -135181.957552
  nChanged 18
		SP:Iteration 28Q (128378.680000 sec): 3 clusters
  Score: Raw -137608.628653 + Penalty 2409.540344 = -135199.088309
  nChanged 15
		SP:Iteration 29Q (128378.710000 sec): 3 clusters
  Score: Raw -137620.906723 + Penalty 2409.540344 = -135211.366378
  nChanged 9
		SP:Iteration 30Q (128378.740000 sec): 3 clusters
  Score: Raw -137630.270463 + Penalty 2409.540344 = -135220.730119
  nChanged 8
		SP:Iteration 31Q (128378.770000 sec): 3 clusters
  Score: Raw -137636.817217 + Penalty 2409.540344 = -135227.276873
  nChanged 6
		SP:Iteration 32Q (128378.800000 sec): 3 clusters
  Score: Raw -137641.236453 + Penalty 2409.540344 = -135231.696108
  nChanged 5
		SP:Iteration 33Q (128378.830000 sec): 3 clusters
  Score: Raw -137645.832072 + Penalty 2409.540344 = -135236.291728
  nChanged 3
		SP:Iteration 34Q (128378.860000 sec): 3 clusters
  Score: Raw -137649.299620 + Penalty 2409.540344 = -135239.759276
  nChanged 4
		SP:Iteration 35Q (128378.890000 sec): 3 clusters
  Score: Raw -137652.848866 + Penalty 2409.540344 = -135243.308522
  nChanged 1
		SP:Iteration 36Q (128378.910000 sec): 3 clusters
  Score: Raw -137653.409865 + Penalty 2409.540344 = -135243.869521
  nChanged 0
		SP:Iteration 37F (128378.950000 sec): 3 clusters
  Score: Raw -137653.409865 + Penalty 2409.540344 = -135243.869521
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 96 (1797 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (128379.010000 sec): 2 clusters
  Score: Raw -153595.646074 + Penalty 1217.754507 = -152377.891567
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (128379.040000 sec): 3 clusters
  Score: Raw -152864.173301 + Penalty 2435.509013 = -150428.664288
  nChanged 602
		SP:Iteration 1F (128379.080000 sec): 3 clusters
  Score: Raw -153278.161883 + Penalty 2435.509013 = -150842.652870
  nChanged 152
		SP:Iteration 2F (128379.110000 sec): 3 clusters
  Score: Raw -153407.039625 + Penalty 2435.509013 = -150971.530612
  nChanged 113
		SP:Iteration 3F (128379.150000 sec): 3 clusters
  Score: Raw -153505.559924 + Penalty 2435.509013 = -151070.050911
  nChanged 83
		SP:Iteration 4Q (128379.180000 sec): 3 clusters
  Score: Raw -153589.297605 + Penalty 2435.509013 = -151153.788592
  nChanged 72
		SP:Iteration 5Q (128379.210000 sec): 3 clusters
  Score: Raw -153668.572818 + Penalty 2435.509013 = -151233.063805
  nChanged 62
		SP:Iteration 6Q (128379.250000 sec): 3 clusters
  Score: Raw -153748.231433 + Penalty 2435.509013 = -151312.722420
  nChanged 65
		SP:Iteration 7Q (128379.280000 sec): 3 clusters
  Score: Raw -153844.547891 + Penalty 2435.509013 = -151409.038878
  nChanged 70
		SP:Iteration 8Q (128379.320000 sec): 3 clusters
  Score: Raw -153942.283943 + Penalty 2435.509013 = -151506.774930
  nChanged 61
		SP:Iteration 9Q (128379.350000 sec): 3 clusters
  Score: Raw -154020.783813 + Penalty 2435.509013 = -151585.274800
  nChanged 46
		SP:Iteration 10Q (128379.390000 sec): 3 clusters
  Score: Raw -154082.501154 + Penalty 2435.509013 = -151646.992141
  nChanged 45
		SP:Iteration 11Q (128379.420000 sec): 3 clusters
  Score: Raw -154132.950683 + Penalty 2435.509013 = -151697.441670
  nChanged 38
		SP:Iteration 12Q (128379.450000 sec): 3 clusters
  Score: Raw -154172.528887 + Penalty 2435.509013 = -151737.019874
  nChanged 37
		SP:Iteration 13Q (128379.490000 sec): 3 clusters
  Score: Raw -154198.818770 + Penalty 2435.509013 = -151763.309756
  nChanged 17
		SP:Iteration 14Q (128379.520000 sec): 3 clusters
  Score: Raw -154209.193974 + Penalty 2435.509013 = -151773.684961
  nChanged 13
		SP:Iteration 15Q (128379.550000 sec): 3 clusters
  Score: Raw -154219.294917 + Penalty 2435.509013 = -151783.785904
  nChanged 14
		SP:Iteration 16Q (128379.590000 sec): 3 clusters
  Score: Raw -154230.788504 + Penalty 2435.509013 = -151795.279491
  nChanged 15
		SP:Iteration 17Q (128379.620000 sec): 3 clusters
  Score: Raw -154240.349730 + Penalty 2435.509013 = -151804.840717
  nChanged 9
		SP:Iteration 18Q (128379.650000 sec): 3 clusters
  Score: Raw -154245.827449 + Penalty 2435.509013 = -151810.318436
  nChanged 7
		SP:Iteration 19Q (128379.690000 sec): 3 clusters
  Score: Raw -154250.436903 + Penalty 2435.509013 = -151814.927890
  nChanged 3
		SP:Iteration 20F (128379.720000 sec): 3 clusters
  Score: Raw -154255.036859 + Penalty 2435.509013 = -151819.527846
  nChanged 2
		SP:Iteration 21Q (128379.750000 sec): 3 clusters
  Score: Raw -154256.582274 + Penalty 2435.509013 = -151821.073261
  nChanged 2
		SP:Iteration 22Q (128379.790000 sec): 3 clusters
  Score: Raw -154258.071659 + Penalty 2435.509013 = -151822.562645
  nChanged 2
		SP:Iteration 23Q (128379.820000 sec): 3 clusters
  Score: Raw -154259.386322 + Penalty 2435.509013 = -151823.877309
  nChanged 1
		SP:Iteration 24Q (128379.850000 sec): 3 clusters
  Score: Raw -154260.035221 + Penalty 2435.509013 = -151824.526208
  nChanged 1
		SP:Iteration 25Q (128379.890000 sec): 3 clusters
  Score: Raw -154260.199780 + Penalty 2435.509013 = -151824.690767
  nChanged 0
		SP:Iteration 26F (128379.920000 sec): 3 clusters
  Score: Raw -154260.199780 + Penalty 2435.509013 = -151824.690767
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 97 (3963 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (128379.990000 sec): 2 clusters
  Score: Raw -378324.582516 + Penalty 1346.272946 = -376978.309569
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (128380.070000 sec): 3 clusters
  Score: Raw -376331.259286 + Penalty 2692.545893 = -373638.713393
  nChanged 1560
		SP:Iteration 1F (128380.150000 sec): 3 clusters
  Score: Raw -377200.799415 + Penalty 2692.545893 = -374508.253523
  nChanged 287
		SP:Iteration 2F (128380.220000 sec): 3 clusters
  Score: Raw -377344.400257 + Penalty 2692.545893 = -374651.854364
  nChanged 176
		SP:Iteration 3Q (128380.300000 sec): 3 clusters
  Score: Raw -377431.862745 + Penalty 2692.545893 = -374739.316853
  nChanged 131
		SP:Iteration 4Q (128380.370000 sec): 3 clusters
  Score: Raw -377492.583052 + Penalty 2692.545893 = -374800.037159
  nChanged 106
		SP:Iteration 5Q (128380.450000 sec): 3 clusters
  Score: Raw -377541.352221 + Penalty 2692.545893 = -374848.806328
  nChanged 91
		SP:Iteration 6Q (128380.530000 sec): 3 clusters
  Score: Raw -377578.396206 + Penalty 2692.545893 = -374885.850313
  nChanged 80
		SP:Iteration 7Q (128380.600000 sec): 3 clusters
  Score: Raw -377608.567696 + Penalty 2692.545893 = -374916.021804
  nChanged 76
		SP:Iteration 8Q (128380.680000 sec): 3 clusters
  Score: Raw -377633.658639 + Penalty 2692.545893 = -374941.112746
  nChanged 75
		SP:Iteration 9Q (128380.750000 sec): 3 clusters
  Score: Raw -377664.873199 + Penalty 2692.545893 = -374972.327307
  nChanged 64
		SP:Iteration 10Q (128380.830000 sec): 3 clusters
  Score: Raw -377686.634726 + Penalty 2692.545893 = -374994.088834
  nChanged 43
		SP:Iteration 11Q (128380.910000 sec): 3 clusters
  Score: Raw -377700.628778 + Penalty 2692.545893 = -375008.082885
  nChanged 42
		SP:Iteration 12Q (128380.980000 sec): 3 clusters
  Score: Raw -377716.834263 + Penalty 2692.545893 = -375024.288370
  nChanged 52
		SP:Iteration 13Q (128381.060000 sec): 3 clusters
  Score: Raw -377737.977984 + Penalty 2692.545893 = -375045.432091
  nChanged 54
		SP:Iteration 14Q (128381.130000 sec): 3 clusters
  Score: Raw -377754.875439 + Penalty 2692.545893 = -375062.329547
  nChanged 55
		SP:Iteration 15Q (128381.210000 sec): 3 clusters
  Score: Raw -377773.333257 + Penalty 2692.545893 = -375080.787365
  nChanged 50
		SP:Iteration 16Q (128381.280000 sec): 3 clusters
  Score: Raw -377792.166268 + Penalty 2692.545893 = -375099.620376
  nChanged 61
		SP:Iteration 17Q (128381.360000 sec): 3 clusters
  Score: Raw -377813.915342 + Penalty 2692.545893 = -375121.369449
  nChanged 40
		SP:Iteration 18Q (128381.430000 sec): 3 clusters
  Score: Raw -377831.291547 + Penalty 2692.545893 = -375138.745654
  nChanged 48
		SP:Iteration 19Q (128381.510000 sec): 3 clusters
  Score: Raw -377851.625733 + Penalty 2692.545893 = -375159.079840
  nChanged 49
		SP:Iteration 20F (128381.580000 sec): 3 clusters
  Score: Raw -377874.614057 + Penalty 2692.545893 = -375182.068165
  nChanged 48
		SP:Iteration 21Q (128381.660000 sec): 3 clusters
  Score: Raw -377897.312558 + Penalty 2692.545893 = -375204.766665
  nChanged 63
		SP:Iteration 22Q (128381.730000 sec): 3 clusters
  Score: Raw -377925.298042 + Penalty 2692.545893 = -375232.752149
  nChanged 67
		SP:Iteration 23Q (128381.810000 sec): 3 clusters
  Score: Raw -377963.665495 + Penalty 2692.545893 = -375271.119602
  nChanged 78
		SP:Iteration 24Q (128381.880000 sec): 3 clusters
  Score: Raw -378005.461992 + Penalty 2692.545893 = -375312.916099
  nChanged 64
		SP:Iteration 25Q (128381.950000 sec): 3 clusters
  Score: Raw -378041.353585 + Penalty 2692.545893 = -375348.807692
  nChanged 68
		SP:Iteration 26Q (128382.030000 sec): 3 clusters
  Score: Raw -378085.400166 + Penalty 2692.545893 = -375392.854273
  nChanged 60
		SP:Iteration 27Q (128382.100000 sec): 3 clusters
  Score: Raw -378124.207430 + Penalty 2692.545893 = -375431.661537
  nChanged 65
		SP:Iteration 28Q (128382.170000 sec): 3 clusters
  Score: Raw -378165.291311 + Penalty 2692.545893 = -375472.745419
  nChanged 52
		SP:Iteration 29Q (128382.250000 sec): 3 clusters
  Score: Raw -378204.435500 + Penalty 2692.545893 = -375511.889607
  nChanged 51
		SP:Iteration 30Q (128382.320000 sec): 3 clusters
  Score: Raw -378241.110006 + Penalty 2692.545893 = -375548.564113
  nChanged 42
		SP:Iteration 31Q (128382.390000 sec): 3 clusters
  Score: Raw -378270.429130 + Penalty 2692.545893 = -375577.883237
  nChanged 32
		SP:Iteration 32Q (128382.470000 sec): 3 clusters
  Score: Raw -378293.314464 + Penalty 2692.545893 = -375600.768572
  nChanged 31
		SP:Iteration 33Q (128382.540000 sec): 3 clusters
  Score: Raw -378318.951362 + Penalty 2692.545893 = -375626.405470
  nChanged 34
		SP:Iteration 34Q (128382.610000 sec): 3 clusters
  Score: Raw -378348.472416 + Penalty 2692.545893 = -375655.926523
  nChanged 25
		SP:Iteration 35Q (128382.680000 sec): 3 clusters
  Score: Raw -378376.616714 + Penalty 2692.545893 = -375684.070821
  nChanged 18
		SP:Iteration 36Q (128382.750000 sec): 3 clusters
  Score: Raw -378393.159033 + Penalty 2692.545893 = -375700.613140
  nChanged 25
		SP:Iteration 37Q (128382.830000 sec): 3 clusters
  Score: Raw -378422.301919 + Penalty 2692.545893 = -375729.756026
  nChanged 24
		SP:Iteration 38Q (128382.890000 sec): 3 clusters
  Score: Raw -378452.896524 + Penalty 2692.545893 = -375760.350631
  nChanged 21
		SP:Iteration 39Q (128382.970000 sec): 3 clusters
  Score: Raw -378474.675437 + Penalty 2692.545893 = -375782.129544
  nChanged 15
		SP:Iteration 40F (128383.040000 sec): 3 clusters
  Score: Raw -378488.081033 + Penalty 2692.545893 = -375795.535140
  nChanged 9
		SP:Iteration 41Q (128383.110000 sec): 3 clusters
  Score: Raw -378496.604463 + Penalty 2692.545893 = -375804.058570
  nChanged 7
		SP:Iteration 42Q (128383.180000 sec): 3 clusters
  Score: Raw -378501.899672 + Penalty 2692.545893 = -375809.353780
  nChanged 2
		SP:Iteration 43Q (128383.250000 sec): 3 clusters
  Score: Raw -378504.260673 + Penalty 2692.545893 = -375811.714780
  nChanged 3
		SP:Iteration 44Q (128383.320000 sec): 3 clusters
  Score: Raw -378508.687549 + Penalty 2692.545893 = -375816.141656
  nChanged 5
		SP:Iteration 45Q (128383.390000 sec): 3 clusters
  Score: Raw -378516.346834 + Penalty 2692.545893 = -375823.800941
  nChanged 4
		SP:Iteration 46Q (128383.460000 sec): 3 clusters
  Score: Raw -378520.271768 + Penalty 2692.545893 = -375827.725876
  nChanged 0
		SP:Iteration 47F (128383.530000 sec): 3 clusters
  Score: Raw -378520.271768 + Penalty 2692.545893 = -375827.725876
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 98 (966 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (128383.590000 sec): 2 clusters
  Score: Raw -82637.016619 + Penalty 1116.889123 = -81520.127496
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (128383.610000 sec): 3 clusters
  Score: Raw -82343.014329 + Penalty 2233.778246 = -80109.236083
  nChanged 284
		SP:Iteration 1F (128383.630000 sec): 3 clusters
  Score: Raw -82598.115425 + Penalty 2233.778246 = -80364.337179
  nChanged 66
		SP:Iteration 2F (128383.650000 sec): 3 clusters
  Score: Raw -82668.973694 + Penalty 2233.778246 = -80435.195448
  nChanged 33
		SP:Iteration 3Q (128383.670000 sec): 3 clusters
  Score: Raw -82712.625362 + Penalty 2233.778246 = -80478.847116
  nChanged 34
		SP:Iteration 4Q (128383.690000 sec): 3 clusters
  Score: Raw -82739.216020 + Penalty 2233.778246 = -80505.437774
  nChanged 14
		SP:Iteration 5Q (128383.700000 sec): 3 clusters
  Score: Raw -82750.435400 + Penalty 2233.778246 = -80516.657154
  nChanged 18
		SP:Iteration 6Q (128383.720000 sec): 3 clusters
  Score: Raw -82764.109303 + Penalty 2233.778246 = -80530.331057
  nChanged 12
		SP:Iteration 7Q (128383.740000 sec): 3 clusters
  Score: Raw -82773.370661 + Penalty 2233.778246 = -80539.592415
  nChanged 8
		SP:Iteration 8Q (128383.760000 sec): 3 clusters
  Score: Raw -82780.152478 + Penalty 2233.778246 = -80546.374232
  nChanged 8
		SP:Iteration 9Q (128383.780000 sec): 3 clusters
  Score: Raw -82783.620993 + Penalty 2233.778246 = -80549.842747
  nChanged 6
		SP:Iteration 10Q (128383.800000 sec): 3 clusters
  Score: Raw -82787.221419 + Penalty 2233.778246 = -80553.443173
  nChanged 3
		SP:Iteration 11Q (128383.820000 sec): 3 clusters
  Score: Raw -82788.707156 + Penalty 2233.778246 = -80554.928910
  nChanged 1
		SP:Iteration 12Q (128383.840000 sec): 3 clusters
  Score: Raw -82788.822097 + Penalty 2233.778246 = -80555.043851
  nChanged 0
		SP:Iteration 13F (128383.860000 sec): 3 clusters
  Score: Raw -82788.822097 + Penalty 2233.778246 = -80555.043851
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 99 (2367 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (128383.920000 sec): 2 clusters
  Score: Raw -202819.827748 + Penalty 1262.524024 = -201557.303724
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (128383.970000 sec): 3 clusters
  Score: Raw -201743.868702 + Penalty 2525.048048 = -199218.820654
  nChanged 832
		SP:Iteration 1F (128384.020000 sec): 3 clusters
  Score: Raw -202256.068513 + Penalty 2525.048048 = -199731.020465
  nChanged 195
		SP:Iteration 2F (128384.070000 sec): 3 clusters
  Score: Raw -202404.178265 + Penalty 2525.048048 = -199879.130217
  nChanged 136
		SP:Iteration 3F (128384.110000 sec): 3 clusters
  Score: Raw -202499.209335 + Penalty 2525.048048 = -199974.161287
  nChanged 101
		SP:Iteration 4Q (128384.160000 sec): 3 clusters
  Score: Raw -202573.563953 + Penalty 2525.048048 = -200048.515905
  nChanged 76
		SP:Iteration 5Q (128384.210000 sec): 3 clusters
  Score: Raw -202623.236915 + Penalty 2525.048048 = -200098.188867
  nChanged 64
		SP:Iteration 6Q (128384.250000 sec): 3 clusters
  Score: Raw -202658.061390 + Penalty 2525.048048 = -200133.013342
  nChanged 46
		SP:Iteration 7Q (128384.300000 sec): 3 clusters
  Score: Raw -202681.144807 + Penalty 2525.048048 = -200156.096759
  nChanged 38
		SP:Iteration 8Q (128384.350000 sec): 3 clusters
  Score: Raw -202699.846482 + Penalty 2525.048048 = -200174.798434
  nChanged 24
		SP:Iteration 9Q (128384.400000 sec): 3 clusters
  Score: Raw -202711.224562 + Penalty 2525.048048 = -200186.176514
  nChanged 25
		SP:Iteration 10Q (128384.450000 sec): 3 clusters
  Score: Raw -202722.800858 + Penalty 2525.048048 = -200197.752810
  nChanged 11
		SP:Iteration 11Q (128384.490000 sec): 3 clusters
  Score: Raw -202728.026040 + Penalty 2525.048048 = -200202.977992
  nChanged 13
		SP:Iteration 12Q (128384.540000 sec): 3 clusters
  Score: Raw -202735.282476 + Penalty 2525.048048 = -200210.234428
  nChanged 10
		SP:Iteration 13Q (128384.590000 sec): 3 clusters
  Score: Raw -202738.435930 + Penalty 2525.048048 = -200213.387882
  nChanged 10
		SP:Iteration 14Q (128384.630000 sec): 3 clusters
  Score: Raw -202741.493896 + Penalty 2525.048048 = -200216.445848
  nChanged 6
		SP:Iteration 15Q (128384.680000 sec): 3 clusters
  Score: Raw -202743.507695 + Penalty 2525.048048 = -200218.459647
  nChanged 5
		SP:Iteration 16Q (128384.730000 sec): 3 clusters
  Score: Raw -202746.976662 + Penalty 2525.048048 = -200221.928614
  nChanged 11
		SP:Iteration 17Q (128384.780000 sec): 3 clusters
  Score: Raw -202752.582277 + Penalty 2525.048048 = -200227.534229
  nChanged 10
		SP:Iteration 18Q (128384.830000 sec): 3 clusters
  Score: Raw -202755.299994 + Penalty 2525.048048 = -200230.251946
  nChanged 3
		SP:Iteration 19Q (128384.870000 sec): 3 clusters
  Score: Raw -202756.228771 + Penalty 2525.048048 = -200231.180722
  nChanged 5
		SP:Iteration 20F (128384.920000 sec): 3 clusters
  Score: Raw -202757.650748 + Penalty 2525.048048 = -200232.602700
  nChanged 7
		SP:Iteration 21Q (128384.970000 sec): 3 clusters
  Score: Raw -202760.064624 + Penalty 2525.048048 = -200235.016576
  nChanged 9
		SP:Iteration 22Q (128385.010000 sec): 3 clusters
  Score: Raw -202762.859169 + Penalty 2525.048048 = -200237.811121
  nChanged 3
		SP:Iteration 23Q (128385.060000 sec): 3 clusters
  Score: Raw -202763.414346 + Penalty 2525.048048 = -200238.366298
  nChanged 2
		SP:Iteration 24Q (128385.110000 sec): 3 clusters
  Score: Raw -202764.054494 + Penalty 2525.048048 = -200239.006446
  nChanged 0
		SP:Iteration 25F (128385.160000 sec): 3 clusters
  Score: Raw -202764.054494 + Penalty 2525.048048 = -200239.006446
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 100 (3070 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (128385.230000 sec): 2 clusters
  Score: Raw -257037.016731 + Penalty 1304.782837 = -255732.233895
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (128385.290000 sec): 3 clusters
  Score: Raw -255617.088960 + Penalty 2609.565673 = -253007.523287
  nChanged 1122
		SP:Iteration 1F (128385.350000 sec): 3 clusters
  Score: Raw -256445.457514 + Penalty 2609.565673 = -253835.891841
  nChanged 304
		SP:Iteration 2F (128385.400000 sec): 3 clusters
  Score: Raw -256719.916565 + Penalty 2609.565673 = -254110.350892
  nChanged 208
		SP:Iteration 3F (128385.460000 sec): 3 clusters
  Score: Raw -256912.327904 + Penalty 2609.565673 = -254302.762231
  nChanged 160
		SP:Iteration 4F (128385.520000 sec): 3 clusters
  Score: Raw -257043.743285 + Penalty 2609.565673 = -254434.177611
  nChanged 113
		SP:Iteration 5Q (128385.570000 sec): 3 clusters
  Score: Raw -257137.019190 + Penalty 2609.565673 = -254527.453517
  nChanged 87
		SP:Iteration 6Q (128385.630000 sec): 3 clusters
  Score: Raw -257213.778880 + Penalty 2609.565673 = -254604.213207
  nChanged 81
		SP:Iteration 7Q (128385.690000 sec): 3 clusters
  Score: Raw -257280.609985 + Penalty 2609.565673 = -254671.044311
  nChanged 61
		SP:Iteration 8Q (128385.750000 sec): 3 clusters
  Score: Raw -257333.090892 + Penalty 2609.565673 = -254723.525219
  nChanged 43
		SP:Iteration 9Q (128385.810000 sec): 3 clusters
  Score: Raw -257361.676348 + Penalty 2609.565673 = -254752.110675
  nChanged 24
		SP:Iteration 10Q (128385.870000 sec): 3 clusters
  Score: Raw -257376.070918 + Penalty 2609.565673 = -254766.505244
  nChanged 22
		SP:Iteration 11Q (128385.920000 sec): 3 clusters
  Score: Raw -257385.971308 + Penalty 2609.565673 = -254776.405634
  nChanged 10
		SP:Iteration 12Q (128385.980000 sec): 3 clusters
  Score: Raw -257389.996686 + Penalty 2609.565673 = -254780.431013
  nChanged 9
		SP:Iteration 13Q (128386.040000 sec): 3 clusters
  Score: Raw -257394.598947 + Penalty 2609.565673 = -254785.033274
  nChanged 5
		SP:Iteration 14Q (128386.090000 sec): 3 clusters
  Score: Raw -257396.764545 + Penalty 2609.565673 = -254787.198872
  nChanged 2
		SP:Iteration 15Q (128386.150000 sec): 3 clusters
  Score: Raw -257398.964957 + Penalty 2609.565673 = -254789.399284
  nChanged 4
		SP:Iteration 16Q (128386.210000 sec): 3 clusters
  Score: Raw -257401.391034 + Penalty 2609.565673 = -254791.825360
  nChanged 9
		SP:Iteration 17Q (128386.270000 sec): 3 clusters
  Score: Raw -257405.664299 + Penalty 2609.565673 = -254796.098625
  nChanged 11
		SP:Iteration 18Q (128386.330000 sec): 3 clusters
  Score: Raw -257410.342855 + Penalty 2609.565673 = -254800.777182
  nChanged 10
		SP:Iteration 19Q (128386.380000 sec): 3 clusters
  Score: Raw -257413.329070 + Penalty 2609.565673 = -254803.763397
  nChanged 6
		SP:Iteration 20F (128386.440000 sec): 3 clusters
  Score: Raw -257415.493159 + Penalty 2609.565673 = -254805.927486
  nChanged 5
		SP:Iteration 21Q (128386.500000 sec): 3 clusters
  Score: Raw -257417.898433 + Penalty 2609.565673 = -254808.332760
  nChanged 4
		SP:Iteration 22Q (128386.550000 sec): 3 clusters
  Score: Raw -257419.378742 + Penalty 2609.565673 = -254809.813069
  nChanged 3
		SP:Iteration 23Q (128386.610000 sec): 3 clusters
  Score: Raw -257420.949911 + Penalty 2609.565673 = -254811.384237
  nChanged 2
		SP:Iteration 24Q (128386.670000 sec): 3 clusters
  Score: Raw -257422.486887 + Penalty 2609.565673 = -254812.921214
  nChanged 3
		SP:Iteration 25Q (128386.730000 sec): 3 clusters
  Score: Raw -257423.830951 + Penalty 2609.565673 = -254814.265278
  nChanged 0
		SP:Iteration 26F (128386.780000 sec): 3 clusters
  Score: Raw -257423.830951 + Penalty 2609.565673 = -254814.265278
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 101 (2756 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (128386.850000 sec): 2 clusters
  Score: Raw -225681.148290 + Penalty 1287.249540 = -224393.898750
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (128386.900000 sec): 3 clusters
  Score: Raw -224425.827518 + Penalty 2574.499080 = -221851.328438
  nChanged 1017
		SP:Iteration 1F (128386.950000 sec): 3 clusters
  Score: Raw -225067.322089 + Penalty 2574.499080 = -222492.823008
  nChanged 222
		SP:Iteration 2F (128387.010000 sec): 3 clusters
  Score: Raw -225252.723129 + Penalty 2574.499080 = -222678.224048
  nChanged 180
		SP:Iteration 3F (128387.060000 sec): 3 clusters
  Score: Raw -225402.791885 + Penalty 2574.499080 = -222828.292805
  nChanged 147
		SP:Iteration 4F (128387.110000 sec): 3 clusters
  Score: Raw -225540.311375 + Penalty 2574.499080 = -222965.812294
  nChanged 126
		SP:Iteration 5Q (128387.160000 sec): 3 clusters
  Score: Raw -225668.994368 + Penalty 2574.499080 = -223094.495288
  nChanged 118
		SP:Iteration 6Q (128387.210000 sec): 3 clusters
  Score: Raw -225839.370707 + Penalty 2574.499080 = -223264.871626
  nChanged 134
		SP:Iteration 7Q (128387.260000 sec): 3 clusters
  Score: Raw -226044.388302 + Penalty 2574.499080 = -223469.889221
  nChanged 117
		SP:Iteration 8Q (128387.310000 sec): 3 clusters
  Score: Raw -226180.814378 + Penalty 2574.499080 = -223606.315298
  nChanged 105
		SP:Iteration 9Q (128387.370000 sec): 3 clusters
  Score: Raw -226292.553417 + Penalty 2574.499080 = -223718.054336
  nChanged 94
		SP:Iteration 10Q (128387.410000 sec): 3 clusters
  Score: Raw -226426.558877 + Penalty 2574.499080 = -223852.059796
  nChanged 90
		SP:Iteration 11Q (128387.470000 sec): 3 clusters
  Score: Raw -226572.454634 + Penalty 2574.499080 = -223997.955554
  nChanged 65
		SP:Iteration 12Q (128387.510000 sec): 3 clusters
  Score: Raw -226683.433367 + Penalty 2574.499080 = -224108.934286
  nChanged 55
		SP:Iteration 13Q (128387.570000 sec): 3 clusters
  Score: Raw -226758.538153 + Penalty 2574.499080 = -224184.039072
  nChanged 51
		SP:Iteration 14Q (128387.610000 sec): 3 clusters
  Score: Raw -226845.293987 + Penalty 2574.499080 = -224270.794906
  nChanged 46
		SP:Iteration 15Q (128387.660000 sec): 3 clusters
  Score: Raw -226941.554966 + Penalty 2574.499080 = -224367.055886
  nChanged 38
		SP:Iteration 16Q (128387.710000 sec): 3 clusters
  Score: Raw -227001.582726 + Penalty 2574.499080 = -224427.083645
  nChanged 23
		SP:Iteration 17Q (128387.750000 sec): 3 clusters
  Score: Raw -227021.953493 + Penalty 2574.499080 = -224447.454413
  nChanged 8
		SP:Iteration 18Q (128387.800000 sec): 3 clusters
  Score: Raw -227027.201748 + Penalty 2574.499080 = -224452.702667
  nChanged 5
		SP:Iteration 19Q (128387.850000 sec): 3 clusters
  Score: Raw -227030.242217 + Penalty 2574.499080 = -224455.743136
  nChanged 3
		SP:Iteration 20F (128387.900000 sec): 3 clusters
  Score: Raw -227033.947826 + Penalty 2574.499080 = -224459.448746
  nChanged 4
		SP:Iteration 21Q (128387.950000 sec): 3 clusters
  Score: Raw -227036.993725 + Penalty 2574.499080 = -224462.494644
  nChanged 2
		SP:Iteration 22Q (128388.000000 sec): 3 clusters
  Score: Raw -227037.623926 + Penalty 2574.499080 = -224463.124846
  nChanged 0
		SP:Iteration 23F (128388.050000 sec): 3 clusters
  Score: Raw -227037.623926 + Penalty 2574.499080 = -224463.124846
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 115.
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 102 (1867 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (128388.110000 sec): 2 clusters
  Score: Raw -164030.597085 + Penalty 1223.964323 = -162806.632762
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (128388.150000 sec): 3 clusters
  Score: Raw -163236.576164 + Penalty 2447.928647 = -160788.647517
  nChanged 671
		SP:Iteration 1F (128388.190000 sec): 3 clusters
  Score: Raw -163698.325566 + Penalty 2447.928647 = -161250.396919
  nChanged 137
		SP:Iteration 2F (128388.230000 sec): 3 clusters
  Score: Raw -163782.885508 + Penalty 2447.928647 = -161334.956861
  nChanged 68
		SP:Iteration 3Q (128388.260000 sec): 3 clusters
  Score: Raw -163824.734357 + Penalty 2447.928647 = -161376.805710
  nChanged 59
		SP:Iteration 4Q (128388.300000 sec): 3 clusters
  Score: Raw -163860.606486 + Penalty 2447.928647 = -161412.677839
  nChanged 40
		SP:Iteration 5Q (128388.330000 sec): 3 clusters
  Score: Raw -163883.214892 + Penalty 2447.928647 = -161435.286246
  nChanged 36
		SP:Iteration 6Q (128388.370000 sec): 3 clusters
  Score: Raw -163905.944288 + Penalty 2447.928647 = -161458.015642
  nChanged 33
		SP:Iteration 7Q (128388.410000 sec): 3 clusters
  Score: Raw -163922.734414 + Penalty 2447.928647 = -161474.805768
  nChanged 18
		SP:Iteration 8Q (128388.440000 sec): 3 clusters
  Score: Raw -163934.101988 + Penalty 2447.928647 = -161486.173341
  nChanged 20
		SP:Iteration 9Q (128388.480000 sec): 3 clusters
  Score: Raw -163942.587819 + Penalty 2447.928647 = -161494.659173
  nChanged 15
		SP:Iteration 10Q (128388.510000 sec): 3 clusters
  Score: Raw -163950.598826 + Penalty 2447.928647 = -161502.670179
  nChanged 14
		SP:Iteration 11Q (128388.550000 sec): 3 clusters
  Score: Raw -163960.393141 + Penalty 2447.928647 = -161512.464494
  nChanged 11
		SP:Iteration 12Q (128388.590000 sec): 3 clusters
  Score: Raw -163966.652342 + Penalty 2447.928647 = -161518.723696
  nChanged 8
		SP:Iteration 13Q (128388.620000 sec): 3 clusters
  Score: Raw -163970.842511 + Penalty 2447.928647 = -161522.913864
  nChanged 8
		SP:Iteration 14Q (128388.660000 sec): 3 clusters
  Score: Raw -163974.144110 + Penalty 2447.928647 = -161526.215463
  nChanged 4
		SP:Iteration 15Q (128388.690000 sec): 3 clusters
  Score: Raw -163975.369432 + Penalty 2447.928647 = -161527.440785
  nChanged 2
		SP:Iteration 16Q (128388.730000 sec): 3 clusters
  Score: Raw -163975.648912 + Penalty 2447.928647 = -161527.720265
  nChanged 2
		SP:Iteration 17Q (128388.770000 sec): 3 clusters
  Score: Raw -163977.042002 + Penalty 2447.928647 = -161529.113355
  nChanged 2
		SP:Iteration 18Q (128388.800000 sec): 3 clusters
  Score: Raw -163977.888126 + Penalty 2447.928647 = -161529.959479
  nChanged 2
		SP:Iteration 19Q (128388.840000 sec): 3 clusters
  Score: Raw -163979.607400 + Penalty 2447.928647 = -161531.678753
  nChanged 5
		SP:Iteration 20F (128388.870000 sec): 3 clusters
  Score: Raw -163982.243370 + Penalty 2447.928647 = -161534.314724
  nChanged 3
		SP:Iteration 21Q (128388.910000 sec): 3 clusters
  Score: Raw -163983.317209 + Penalty 2447.928647 = -161535.388562
  nChanged 1
		SP:Iteration 22Q (128388.950000 sec): 3 clusters
  Score: Raw -163983.578128 + Penalty 2447.928647 = -161535.649482
  nChanged 0
		SP:Iteration 23F (128388.980000 sec): 3 clusters
  Score: Raw -163983.578128 + Penalty 2447.928647 = -161535.649482
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 103 (481 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (128389.020000 sec): 2 clusters
  Score: Raw -42794.463901 + Penalty 1003.578431 = -41790.885469
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (128389.030000 sec): 3 clusters
  Score: Raw -42744.401027 + Penalty 2007.156863 = -40737.244164
  nChanged 131
		SP:Iteration 1F (128389.040000 sec): 3 clusters
  Score: Raw -43009.434328 + Penalty 2007.156863 = -41002.277465
  nChanged 28
		SP:Iteration 2F (128389.050000 sec): 3 clusters
  Score: Raw -43203.668650 + Penalty 2007.156863 = -41196.511787
  nChanged 26
		SP:Iteration 3F (128389.060000 sec): 3 clusters
  Score: Raw -43360.226611 + Penalty 2007.156863 = -41353.069749
  nChanged 35
		SP:Iteration 4F (128389.070000 sec): 3 clusters
  Score: Raw -43430.109785 + Penalty 2007.156863 = -41422.952923
  nChanged 19
		SP:Iteration 5Q (128389.080000 sec): 3 clusters
  Score: Raw -43469.717438 + Penalty 2007.156863 = -41462.560575
  nChanged 9
		SP:Iteration 6Q (128389.090000 sec): 3 clusters
  Score: Raw -43482.968446 + Penalty 2007.156863 = -41475.811584
  nChanged 7
		SP:Iteration 7Q (128389.100000 sec): 3 clusters
  Score: Raw -43491.002654 + Penalty 2007.156863 = -41483.845791
  nChanged 8
		SP:Iteration 8Q (128389.110000 sec): 3 clusters
  Score: Raw -43506.163832 + Penalty 2007.156863 = -41499.006969
  nChanged 6
		SP:Iteration 9Q (128389.120000 sec): 3 clusters
  Score: Raw -43520.619322 + Penalty 2007.156863 = -41513.462459
  nChanged 2
		SP:Iteration 10Q (128389.130000 sec): 3 clusters
  Score: Raw -43526.677005 + Penalty 2007.156863 = -41519.520143
  nChanged 1
		SP:Iteration 11Q (128389.140000 sec): 3 clusters
  Score: Raw -43530.098979 + Penalty 2007.156863 = -41522.942116
  nChanged 3
		SP:Iteration 12Q (128389.150000 sec): 3 clusters
  Score: Raw -43540.186984 + Penalty 2007.156863 = -41533.030121
  nChanged 2
		SP:Iteration 13Q (128389.160000 sec): 3 clusters
  Score: Raw -43546.453565 + Penalty 2007.156863 = -41539.296702
  nChanged 3
		SP:Iteration 14Q (128389.170000 sec): 3 clusters
  Score: Raw -43556.882506 + Penalty 2007.156863 = -41549.725643
  nChanged 2
		SP:Iteration 15Q (128389.180000 sec): 3 clusters
  Score: Raw -43561.417685 + Penalty 2007.156863 = -41554.260822
  nChanged 1
		SP:Iteration 16Q (128389.190000 sec): 3 clusters
  Score: Raw -43562.818765 + Penalty 2007.156863 = -41555.661902
  nChanged 1
		SP:Iteration 17Q (128389.200000 sec): 3 clusters
  Score: Raw -43566.777160 + Penalty 2007.156863 = -41559.620298
  nChanged 0
		SP:Iteration 18F (128389.210000 sec): 3 clusters
  Score: Raw -43566.777160 + Penalty 2007.156863 = -41559.620298
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 104 (4572 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (128389.290000 sec): 2 clusters
  Score: Raw -396760.168790 + Penalty 1369.502229 = -395390.666561
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (128389.380000 sec): 3 clusters
  Score: Raw -394428.219129 + Penalty 2739.004458 = -391689.214671
  nChanged 1793
		SP:Iteration 1F (128389.480000 sec): 3 clusters
  Score: Raw -395446.231670 + Penalty 2739.004458 = -392707.227211
  nChanged 358
		SP:Iteration 2F (128389.560000 sec): 3 clusters
  Score: Raw -395639.894645 + Penalty 2739.004458 = -392900.890187
  nChanged 257
		SP:Iteration 3F (128389.650000 sec): 3 clusters
  Score: Raw -395768.964849 + Penalty 2739.004458 = -393029.960391
  nChanged 184
		SP:Iteration 4Q (128389.740000 sec): 3 clusters
  Score: Raw -395849.734869 + Penalty 2739.004458 = -393110.730411
  nChanged 131
		SP:Iteration 5Q (128389.830000 sec): 3 clusters
  Score: Raw -395904.763063 + Penalty 2739.004458 = -393165.758605
  nChanged 92
		SP:Iteration 6Q (128389.910000 sec): 3 clusters
  Score: Raw -395941.769795 + Penalty 2739.004458 = -393202.765337
  nChanged 69
		SP:Iteration 7Q (128390.000000 sec): 3 clusters
  Score: Raw -395968.208081 + Penalty 2739.004458 = -393229.203623
  nChanged 63
		SP:Iteration 8Q (128390.090000 sec): 3 clusters
  Score: Raw -395994.271038 + Penalty 2739.004458 = -393255.266580
  nChanged 64
		SP:Iteration 9Q (128390.170000 sec): 3 clusters
  Score: Raw -396016.579127 + Penalty 2739.004458 = -393277.574669
  nChanged 60
		SP:Iteration 10Q (128390.260000 sec): 3 clusters
  Score: Raw -396037.002301 + Penalty 2739.004458 = -393297.997843
  nChanged 58
		SP:Iteration 11Q (128390.350000 sec): 3 clusters
  Score: Raw -396056.575803 + Penalty 2739.004458 = -393317.571345
  nChanged 42
		SP:Iteration 12Q (128390.430000 sec): 3 clusters
  Score: Raw -396070.297711 + Penalty 2739.004458 = -393331.293253
  nChanged 49
		SP:Iteration 13Q (128390.520000 sec): 3 clusters
  Score: Raw -396087.623391 + Penalty 2739.004458 = -393348.618933
  nChanged 58
		SP:Iteration 14Q (128390.610000 sec): 3 clusters
  Score: Raw -396108.574656 + Penalty 2739.004458 = -393369.570197
  nChanged 62
		SP:Iteration 15Q (128390.690000 sec): 3 clusters
  Score: Raw -396126.620986 + Penalty 2739.004458 = -393387.616528
  nChanged 36
		SP:Iteration 16Q (128390.780000 sec): 3 clusters
  Score: Raw -396136.173929 + Penalty 2739.004458 = -393397.169471
  nChanged 29
		SP:Iteration 17Q (128390.870000 sec): 3 clusters
  Score: Raw -396145.355392 + Penalty 2739.004458 = -393406.350934
  nChanged 37
		SP:Iteration 18Q (128390.950000 sec): 3 clusters
  Score: Raw -396155.476284 + Penalty 2739.004458 = -393416.471826
  nChanged 34
		SP:Iteration 19Q (128391.040000 sec): 3 clusters
  Score: Raw -396164.685763 + Penalty 2739.004458 = -393425.681305
  nChanged 41
		SP:Iteration 20F (128391.130000 sec): 3 clusters
  Score: Raw -396176.886685 + Penalty 2739.004458 = -393437.882227
  nChanged 39
		SP:Iteration 21Q (128391.210000 sec): 3 clusters
  Score: Raw -396186.118271 + Penalty 2739.004458 = -393447.113813
  nChanged 38
		SP:Iteration 22Q (128391.300000 sec): 3 clusters
  Score: Raw -396197.581679 + Penalty 2739.004458 = -393458.577221
  nChanged 44
		SP:Iteration 23Q (128391.390000 sec): 3 clusters
  Score: Raw -396214.178522 + Penalty 2739.004458 = -393475.174064
  nChanged 45
		SP:Iteration 24Q (128391.480000 sec): 3 clusters
  Score: Raw -396229.183029 + Penalty 2739.004458 = -393490.178571
  nChanged 59
		SP:Iteration 25Q (128391.570000 sec): 3 clusters
  Score: Raw -396251.244928 + Penalty 2739.004458 = -393512.240470
  nChanged 58
		SP:Iteration 26Q (128391.650000 sec): 3 clusters
  Score: Raw -396273.023417 + Penalty 2739.004458 = -393534.018958
  nChanged 67
		SP:Iteration 27Q (128391.740000 sec): 3 clusters
  Score: Raw -396298.100552 + Penalty 2739.004458 = -393559.096094
  nChanged 60
		SP:Iteration 28Q (128391.830000 sec): 3 clusters
  Score: Raw -396324.901925 + Penalty 2739.004458 = -393585.897467
  nChanged 68
		SP:Iteration 29Q (128391.910000 sec): 3 clusters
  Score: Raw -396360.311207 + Penalty 2739.004458 = -393621.306749
  nChanged 84
		SP:Iteration 30Q (128392.000000 sec): 3 clusters
  Score: Raw -396409.361194 + Penalty 2739.004458 = -393670.356736
  nChanged 82
		SP:Iteration 31Q (128392.080000 sec): 3 clusters
  Score: Raw -396461.153780 + Penalty 2739.004458 = -393722.149322
  nChanged 81
		SP:Iteration 32Q (128392.170000 sec): 3 clusters
  Score: Raw -396506.626699 + Penalty 2739.004458 = -393767.622241
  nChanged 64
		SP:Iteration 33Q (128392.250000 sec): 3 clusters
  Score: Raw -396539.658333 + Penalty 2739.004458 = -393800.653875
  nChanged 60
		SP:Iteration 34Q (128392.340000 sec): 3 clusters
  Score: Raw -396573.338285 + Penalty 2739.004458 = -393834.333827
  nChanged 70
		SP:Iteration 35Q (128392.430000 sec): 3 clusters
  Score: Raw -396614.370198 + Penalty 2739.004458 = -393875.365740
  nChanged 67
		SP:Iteration 36Q (128392.510000 sec): 3 clusters
  Score: Raw -396656.232043 + Penalty 2739.004458 = -393917.227585
  nChanged 61
		SP:Iteration 37Q (128392.590000 sec): 3 clusters
  Score: Raw -396692.358377 + Penalty 2739.004458 = -393953.353919
  nChanged 49
		SP:Iteration 38Q (128392.680000 sec): 3 clusters
  Score: Raw -396719.541063 + Penalty 2739.004458 = -393980.536605
  nChanged 34
		SP:Iteration 39Q (128392.760000 sec): 3 clusters
  Score: Raw -396741.680639 + Penalty 2739.004458 = -394002.676181
  nChanged 31
		SP:Iteration 40F (128392.850000 sec): 3 clusters
  Score: Raw -396760.367958 + Penalty 2739.004458 = -394021.363500
  nChanged 32
		SP:Iteration 41Q (128392.930000 sec): 3 clusters
  Score: Raw -396781.266063 + Penalty 2739.004458 = -394042.261605
  nChanged 28
		SP:Iteration 42Q (128393.010000 sec): 3 clusters
  Score: Raw -396800.209921 + Penalty 2739.004458 = -394061.205463
  nChanged 24
		SP:Iteration 43Q (128393.100000 sec): 3 clusters
  Score: Raw -396815.272840 + Penalty 2739.004458 = -394076.268382
  nChanged 20
		SP:Iteration 44Q (128393.180000 sec): 3 clusters
  Score: Raw -396826.283982 + Penalty 2739.004458 = -394087.279524
  nChanged 17
		SP:Iteration 45Q (128393.270000 sec): 3 clusters
  Score: Raw -396836.285410 + Penalty 2739.004458 = -394097.280952
  nChanged 16
		SP:Iteration 46Q (128393.350000 sec): 3 clusters
  Score: Raw -396848.353966 + Penalty 2739.004458 = -394109.349508
  nChanged 14
		SP:Iteration 47Q (128393.430000 sec): 3 clusters
  Score: Raw -396857.272225 + Penalty 2739.004458 = -394118.267767
  nChanged 11
		SP:Iteration 48Q (128393.510000 sec): 3 clusters
  Score: Raw -396864.145689 + Penalty 2739.004458 = -394125.141231
  nChanged 6
		SP:Iteration 49Q (128393.600000 sec): 3 clusters
  Score: Raw -396869.026567 + Penalty 2739.004458 = -394130.022108
  nChanged 9
		SP:Iteration 50Q (128393.680000 sec): 3 clusters
  Score: Raw -396875.950439 + Penalty 2739.004458 = -394136.945981
  nChanged 10
		SP:Iteration 51Q (128393.770000 sec): 3 clusters
  Score: Raw -396883.604976 + Penalty 2739.004458 = -394144.600518
  nChanged 13
		SP:Iteration 52Q (128393.850000 sec): 3 clusters
  Score: Raw -396894.617372 + Penalty 2739.004458 = -394155.612914
  nChanged 5
		SP:Iteration 53Q (128393.930000 sec): 3 clusters
  Score: Raw -396898.858362 + Penalty 2739.004458 = -394159.853904
  nChanged 9
		SP:Iteration 54Q (128394.020000 sec): 3 clusters
  Score: Raw -396906.311909 + Penalty 2739.004458 = -394167.307451
  nChanged 12
		SP:Iteration 55Q (128394.100000 sec): 3 clusters
  Score: Raw -396913.859990 + Penalty 2739.004458 = -394174.855532
  nChanged 9
		SP:Iteration 56Q (128394.190000 sec): 3 clusters
  Score: Raw -396921.322530 + Penalty 2739.004458 = -394182.318072
  nChanged 6
		SP:Iteration 57Q (128394.270000 sec): 3 clusters
  Score: Raw -396925.969038 + Penalty 2739.004458 = -394186.964579
  nChanged 6
		SP:Iteration 58Q (128394.350000 sec): 3 clusters
  Score: Raw -396929.122143 + Penalty 2739.004458 = -394190.117685
  nChanged 2
		SP:Iteration 59Q (128394.440000 sec): 3 clusters
  Score: Raw -396930.351358 + Penalty 2739.004458 = -394191.346900
  nChanged 3
		SP:Iteration 60F (128394.520000 sec): 3 clusters
  Score: Raw -396932.161839 + Penalty 2739.004458 = -394193.157381
  nChanged 1
		SP:Iteration 61Q (128394.610000 sec): 3 clusters
  Score: Raw -396932.410864 + Penalty 2739.004458 = -394193.406406
  nChanged 1
		SP:Iteration 62Q (128394.690000 sec): 3 clusters
  Score: Raw -396933.110548 + Penalty 2739.004458 = -394194.106090
  nChanged 2
		SP:Iteration 63Q (128394.770000 sec): 3 clusters
  Score: Raw -396934.001908 + Penalty 2739.004458 = -394194.997450
  nChanged 1
		SP:Iteration 64Q (128394.860000 sec): 3 clusters
  Score: Raw -396934.557843 + Penalty 2739.004458 = -394195.553385
  nChanged 1
		SP:Iteration 65Q (128394.940000 sec): 3 clusters
  Score: Raw -396935.027487 + Penalty 2739.004458 = -394196.023029
  nChanged 0
		SP:Iteration 66F (128395.030000 sec): 3 clusters
  Score: Raw -396935.027487 + Penalty 2739.004458 = -394196.023029
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 105 (870 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (128395.080000 sec): 2 clusters
  Score: Raw -78476.504622 + Penalty 1099.880147 = -77376.624475
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (128395.100000 sec): 3 clusters
  Score: Raw -78197.724868 + Penalty 2199.760294 = -75997.964575
  nChanged 241
		SP:Iteration 1F (128395.110000 sec): 3 clusters
  Score: Raw -78387.652577 + Penalty 2199.760294 = -76187.892284
  nChanged 51
		SP:Iteration 2F (128395.130000 sec): 3 clusters
  Score: Raw -78450.722339 + Penalty 2199.760294 = -76250.962045
  nChanged 35
		SP:Iteration 3Q (128395.150000 sec): 3 clusters
  Score: Raw -78490.264014 + Penalty 2199.760294 = -76290.503721
  nChanged 22
		SP:Iteration 4Q (128395.170000 sec): 3 clusters
  Score: Raw -78511.960062 + Penalty 2199.760294 = -76312.199768
  nChanged 20
		SP:Iteration 5Q (128395.190000 sec): 3 clusters
  Score: Raw -78528.320792 + Penalty 2199.760294 = -76328.560498
  nChanged 9
		SP:Iteration 6Q (128395.200000 sec): 3 clusters
  Score: Raw -78537.525419 + Penalty 2199.760294 = -76337.765125
  nChanged 5
		SP:Iteration 7Q (128395.220000 sec): 3 clusters
  Score: Raw -78542.878104 + Penalty 2199.760294 = -76343.117811
  nChanged 6
		SP:Iteration 8Q (128395.240000 sec): 3 clusters
  Score: Raw -78546.362931 + Penalty 2199.760294 = -76346.602638
  nChanged 1
		SP:Iteration 9Q (128395.250000 sec): 3 clusters
  Score: Raw -78546.720558 + Penalty 2199.760294 = -76346.960265
  nChanged 2
		SP:Iteration 10Q (128395.270000 sec): 3 clusters
  Score: Raw -78550.278722 + Penalty 2199.760294 = -76350.518428
  nChanged 3
		SP:Iteration 11Q (128395.290000 sec): 3 clusters
  Score: Raw -78553.518489 + Penalty 2199.760294 = -76353.758196
  nChanged 6
		SP:Iteration 12Q (128395.310000 sec): 3 clusters
  Score: Raw -78558.485930 + Penalty 2199.760294 = -76358.725636
  nChanged 4
		SP:Iteration 13Q (128395.320000 sec): 3 clusters
  Score: Raw -78560.349120 + Penalty 2199.760294 = -76360.588826
  nChanged 0
		SP:Iteration 14F (128395.340000 sec): 3 clusters
  Score: Raw -78560.349120 + Penalty 2199.760294 = -76360.588826
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 106 (1862 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (128395.400000 sec): 2 clusters
  Score: Raw -159461.515984 + Penalty 1223.528549 = -158237.987435
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (128395.440000 sec): 3 clusters
  Score: Raw -158682.754954 + Penalty 2447.057099 = -156235.697855
  nChanged 627
		SP:Iteration 1F (128395.470000 sec): 3 clusters
  Score: Raw -159069.226045 + Penalty 2447.057099 = -156622.168946
  nChanged 152
		SP:Iteration 2F (128395.510000 sec): 3 clusters
  Score: Raw -159185.080682 + Penalty 2447.057099 = -156738.023583
  nChanged 94
		SP:Iteration 3F (128395.550000 sec): 3 clusters
  Score: Raw -159256.686782 + Penalty 2447.057099 = -156809.629683
  nChanged 72
		SP:Iteration 4Q (128395.580000 sec): 3 clusters
  Score: Raw -159307.642138 + Penalty 2447.057099 = -156860.585039
  nChanged 53
		SP:Iteration 5Q (128395.610000 sec): 3 clusters
  Score: Raw -159337.901912 + Penalty 2447.057099 = -156890.844813
  nChanged 26
		SP:Iteration 6Q (128395.650000 sec): 3 clusters
  Score: Raw -159352.325472 + Penalty 2447.057099 = -156905.268373
  nChanged 20
		SP:Iteration 7Q (128395.690000 sec): 3 clusters
  Score: Raw -159361.245921 + Penalty 2447.057099 = -156914.188822
  nChanged 16
		SP:Iteration 8Q (128395.720000 sec): 3 clusters
  Score: Raw -159367.615362 + Penalty 2447.057099 = -156920.558264
  nChanged 11
		SP:Iteration 9Q (128395.760000 sec): 3 clusters
  Score: Raw -159372.329994 + Penalty 2447.057099 = -156925.272895
  nChanged 9
		SP:Iteration 10Q (128395.790000 sec): 3 clusters
  Score: Raw -159377.745952 + Penalty 2447.057099 = -156930.688853
  nChanged 12
		SP:Iteration 11Q (128395.830000 sec): 3 clusters
  Score: Raw -159383.286237 + Penalty 2447.057099 = -156936.229138
  nChanged 15
		SP:Iteration 12Q (128395.870000 sec): 3 clusters
  Score: Raw -159389.401075 + Penalty 2447.057099 = -156942.343976
  nChanged 8
		SP:Iteration 13Q (128395.900000 sec): 3 clusters
  Score: Raw -159392.481689 + Penalty 2447.057099 = -156945.424590
  nChanged 7
		SP:Iteration 14Q (128395.940000 sec): 3 clusters
  Score: Raw -159396.967436 + Penalty 2447.057099 = -156949.910337
  nChanged 11
		SP:Iteration 15Q (128395.970000 sec): 3 clusters
  Score: Raw -159403.276790 + Penalty 2447.057099 = -156956.219691
  nChanged 11
		SP:Iteration 16Q (128396.010000 sec): 3 clusters
  Score: Raw -159407.328178 + Penalty 2447.057099 = -156960.271079
  nChanged 9
		SP:Iteration 17Q (128396.050000 sec): 3 clusters
  Score: Raw -159411.519899 + Penalty 2447.057099 = -156964.462800
  nChanged 7
		SP:Iteration 18Q (128396.080000 sec): 3 clusters
  Score: Raw -159415.020624 + Penalty 2447.057099 = -156967.963525
  nChanged 5
		SP:Iteration 19Q (128396.110000 sec): 3 clusters
  Score: Raw -159417.035618 + Penalty 2447.057099 = -156969.978520
  nChanged 7
		SP:Iteration 20F (128396.150000 sec): 3 clusters
  Score: Raw -159418.928015 + Penalty 2447.057099 = -156971.870916
  nChanged 2
		SP:Iteration 21Q (128396.190000 sec): 3 clusters
  Score: Raw -159420.069474 + Penalty 2447.057099 = -156973.012375
  nChanged 1
		SP:Iteration 22Q (128396.220000 sec): 3 clusters
  Score: Raw -159420.586703 + Penalty 2447.057099 = -156973.529604
  nChanged 3
		SP:Iteration 23Q (128396.260000 sec): 3 clusters
  Score: Raw -159421.601232 + Penalty 2447.057099 = -156974.544134
  nChanged 2
		SP:Iteration 24Q (128396.290000 sec): 3 clusters
  Score: Raw -159421.991219 + Penalty 2447.057099 = -156974.934120
  nChanged 1
		SP:Iteration 25Q (128396.330000 sec): 3 clusters
  Score: Raw -159422.592421 + Penalty 2447.057099 = -156975.535322
  nChanged 2
		SP:Iteration 26Q (128396.370000 sec): 3 clusters
  Score: Raw -159423.499509 + Penalty 2447.057099 = -156976.442410
  nChanged 3
		SP:Iteration 27Q (128396.400000 sec): 3 clusters
  Score: Raw -159424.671902 + Penalty 2447.057099 = -156977.614803
  nChanged 5
		SP:Iteration 28Q (128396.430000 sec): 3 clusters
  Score: Raw -159427.106912 + Penalty 2447.057099 = -156980.049814
  nChanged 9
		SP:Iteration 29Q (128396.470000 sec): 3 clusters
  Score: Raw -159431.295941 + Penalty 2447.057099 = -156984.238842
  nChanged 7
		SP:Iteration 30Q (128396.510000 sec): 3 clusters
  Score: Raw -159433.747470 + Penalty 2447.057099 = -156986.690371
  nChanged 4
		SP:Iteration 31Q (128396.540000 sec): 3 clusters
  Score: Raw -159435.346014 + Penalty 2447.057099 = -156988.288915
  nChanged 5
		SP:Iteration 32Q (128396.580000 sec): 3 clusters
  Score: Raw -159436.770867 + Penalty 2447.057099 = -156989.713768
  nChanged 6
		SP:Iteration 33Q (128396.610000 sec): 3 clusters
  Score: Raw -159438.738580 + Penalty 2447.057099 = -156991.681481
  nChanged 7
		SP:Iteration 34Q (128396.650000 sec): 3 clusters
  Score: Raw -159440.907149 + Penalty 2447.057099 = -156993.850050
  nChanged 5
		SP:Iteration 35Q (128396.690000 sec): 3 clusters
  Score: Raw -159442.835220 + Penalty 2447.057099 = -156995.778121
  nChanged 5
		SP:Iteration 36Q (128396.720000 sec): 3 clusters
  Score: Raw -159444.476022 + Penalty 2447.057099 = -156997.418923
  nChanged 3
		SP:Iteration 37Q (128396.760000 sec): 3 clusters
  Score: Raw -159445.451390 + Penalty 2447.057099 = -156998.394291
  nChanged 1
		SP:Iteration 38Q (128396.790000 sec): 3 clusters
  Score: Raw -159445.741271 + Penalty 2447.057099 = -156998.684172
  nChanged 2
		SP:Iteration 39Q (128396.830000 sec): 3 clusters
  Score: Raw -159446.987478 + Penalty 2447.057099 = -156999.930379
  nChanged 4
		SP:Iteration 40F (128396.860000 sec): 3 clusters
  Score: Raw -159448.503568 + Penalty 2447.057099 = -157001.446469
  nChanged 2
		SP:Iteration 41Q (128396.900000 sec): 3 clusters
  Score: Raw -159449.311016 + Penalty 2447.057099 = -157002.253917
  nChanged 1
		SP:Iteration 42Q (128396.930000 sec): 3 clusters
  Score: Raw -159449.754562 + Penalty 2447.057099 = -157002.697463
  nChanged 1
		SP:Iteration 43Q (128396.970000 sec): 3 clusters
  Score: Raw -159450.040139 + Penalty 2447.057099 = -157002.983040
  nChanged 1
		SP:Iteration 44Q (128397.010000 sec): 3 clusters
  Score: Raw -159450.312107 + Penalty 2447.057099 = -157003.255009
  nChanged 4
		SP:Iteration 45Q (128397.040000 sec): 3 clusters
  Score: Raw -159451.306131 + Penalty 2447.057099 = -157004.249032
  nChanged 2
		SP:Iteration 46Q (128397.080000 sec): 3 clusters
  Score: Raw -159451.846237 + Penalty 2447.057099 = -157004.789138
  nChanged 2
		SP:Iteration 47Q (128397.110000 sec): 3 clusters
  Score: Raw -159452.206421 + Penalty 2447.057099 = -157005.149322
  nChanged 2
		SP:Iteration 48Q (128397.150000 sec): 3 clusters
  Score: Raw -159452.612955 + Penalty 2447.057099 = -157005.555856
  nChanged 2
		SP:Iteration 49Q (128397.190000 sec): 3 clusters
  Score: Raw -159453.052966 + Penalty 2447.057099 = -157005.995867
  nChanged 0
		SP:Iteration 50F (128397.220000 sec): 3 clusters
  Score: Raw -159453.052966 + Penalty 2447.057099 = -157005.995867
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 107 (2106 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (128397.280000 sec): 2 clusters
  Score: Raw -174763.401423 + Penalty 1243.538675 = -173519.862748
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (128397.320000 sec): 3 clusters
  Score: Raw -173870.043529 + Penalty 2487.077350 = -171382.966179
  nChanged 741
		SP:Iteration 1F (128397.360000 sec): 3 clusters
  Score: Raw -174385.778866 + Penalty 2487.077350 = -171898.701516
  nChanged 200
		SP:Iteration 2F (128397.400000 sec): 3 clusters
  Score: Raw -174541.937193 + Penalty 2487.077350 = -172054.859843
  nChanged 113
		SP:Iteration 3F (128397.440000 sec): 3 clusters
  Score: Raw -174646.344962 + Penalty 2487.077350 = -172159.267612
  nChanged 103
		SP:Iteration 4Q (128397.480000 sec): 3 clusters
  Score: Raw -174739.483427 + Penalty 2487.077350 = -172252.406076
  nChanged 79
		SP:Iteration 5Q (128397.520000 sec): 3 clusters
  Score: Raw -174797.967327 + Penalty 2487.077350 = -172310.889977
  nChanged 65
		SP:Iteration 6Q (128397.560000 sec): 3 clusters
  Score: Raw -174845.651117 + Penalty 2487.077350 = -172358.573766
  nChanged 62
		SP:Iteration 7Q (128397.610000 sec): 3 clusters
  Score: Raw -174891.195448 + Penalty 2487.077350 = -172404.118098
  nChanged 50
		SP:Iteration 8Q (128397.650000 sec): 3 clusters
  Score: Raw -174929.917485 + Penalty 2487.077350 = -172442.840135
  nChanged 49
		SP:Iteration 9Q (128397.690000 sec): 3 clusters
  Score: Raw -174955.587250 + Penalty 2487.077350 = -172468.509900
  nChanged 20
		SP:Iteration 10Q (128397.730000 sec): 3 clusters
  Score: Raw -174966.188706 + Penalty 2487.077350 = -172479.111356
  nChanged 15
		SP:Iteration 11Q (128397.770000 sec): 3 clusters
  Score: Raw -174973.840320 + Penalty 2487.077350 = -172486.762970
  nChanged 16
		SP:Iteration 12Q (128397.810000 sec): 3 clusters
  Score: Raw -174981.738557 + Penalty 2487.077350 = -172494.661207
  nChanged 9
		SP:Iteration 13Q (128397.850000 sec): 3 clusters
  Score: Raw -174986.328087 + Penalty 2487.077350 = -172499.250737
  nChanged 8
		SP:Iteration 14Q (128397.890000 sec): 3 clusters
  Score: Raw -174989.379577 + Penalty 2487.077350 = -172502.302227
  nChanged 6
		SP:Iteration 15Q (128397.930000 sec): 3 clusters
  Score: Raw -174990.644434 + Penalty 2487.077350 = -172503.567083
  nChanged 1
		SP:Iteration 16Q (128397.970000 sec): 3 clusters
  Score: Raw -174990.788403 + Penalty 2487.077350 = -172503.711053
  nChanged 0
		SP:Iteration 17F (128398.010000 sec): 3 clusters
  Score: Raw -174990.788403 + Penalty 2487.077350 = -172503.711053
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 108 (5254 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (128398.090000 sec): 2 clusters
  Score: Raw -451768.921424 + Penalty 1392.096058 = -450376.825366
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (128398.190000 sec): 3 clusters
  Score: Raw -448999.617936 + Penalty 2784.192115 = -446215.425820
  nChanged 2140
		SP:Iteration 1F (128398.280000 sec): 3 clusters
  Score: Raw -450220.460603 + Penalty 2784.192115 = -447436.268488
  nChanged 413
		SP:Iteration 2F (128398.380000 sec): 3 clusters
  Score: Raw -450461.409651 + Penalty 2784.192115 = -447677.217536
  nChanged 311
		SP:Iteration 3F (128398.470000 sec): 3 clusters
  Score: Raw -450635.951734 + Penalty 2784.192115 = -447851.759619
  nChanged 258
		SP:Iteration 4Q (128398.570000 sec): 3 clusters
  Score: Raw -450776.373267 + Penalty 2784.192115 = -447992.181152
  nChanged 226
		SP:Iteration 5Q (128398.670000 sec): 3 clusters
  Score: Raw -450890.077359 + Penalty 2784.192115 = -448105.885243
  nChanged 202
		SP:Iteration 6Q (128398.770000 sec): 3 clusters
  Score: Raw -451000.173422 + Penalty 2784.192115 = -448215.981307
  nChanged 197
		SP:Iteration 7Q (128398.860000 sec): 3 clusters
  Score: Raw -451109.627370 + Penalty 2784.192115 = -448325.435254
  nChanged 195
		SP:Iteration 8Q (128398.960000 sec): 3 clusters
  Score: Raw -451224.575773 + Penalty 2784.192115 = -448440.383658
  nChanged 182
		SP:Iteration 9Q (128399.050000 sec): 3 clusters
  Score: Raw -451340.427080 + Penalty 2784.192115 = -448556.234965
  nChanged 182
		SP:Iteration 10Q (128399.150000 sec): 3 clusters
  Score: Raw -451448.777962 + Penalty 2784.192115 = -448664.585846
  nChanged 159
		SP:Iteration 11Q (128399.250000 sec): 3 clusters
  Score: Raw -451533.717535 + Penalty 2784.192115 = -448749.525420
  nChanged 123
		SP:Iteration 12Q (128399.350000 sec): 3 clusters
  Score: Raw -451595.625067 + Penalty 2784.192115 = -448811.432952
  nChanged 111
		SP:Iteration 13Q (128399.440000 sec): 3 clusters
  Score: Raw -451651.486158 + Penalty 2784.192115 = -448867.294042
  nChanged 97
		SP:Iteration 14Q (128399.650000 sec): 3 clusters
  Score: Raw -451702.600108 + Penalty 2784.192115 = -448918.407992
  nChanged 95
		SP:Iteration 15Q (128399.830000 sec): 3 clusters
  Score: Raw -451749.350922 + Penalty 2784.192115 = -448965.158807
  nChanged 65
		SP:Iteration 16Q (128399.890000 sec): 3 clusters
  Score: Raw -451778.813082 + Penalty 2784.192115 = -448994.620967
  nChanged 61
		SP:Iteration 17Q (128399.990000 sec): 3 clusters
  Score: Raw -451803.446437 + Penalty 2784.192115 = -449019.254322
  nChanged 45
		SP:Iteration 18Q (128400.090000 sec): 3 clusters
  Score: Raw -451825.704247 + Penalty 2784.192115 = -449041.512132
  nChanged 47
		SP:Iteration 19Q (128400.190000 sec): 3 clusters
  Score: Raw -451846.347811 + Penalty 2784.192115 = -449062.155695
  nChanged 55
		SP:Iteration 20F (128400.290000 sec): 3 clusters
  Score: Raw -451871.443061 + Penalty 2784.192115 = -449087.250946
  nChanged 40
		SP:Iteration 21Q (128400.380000 sec): 3 clusters
  Score: Raw -451892.224466 + Penalty 2784.192115 = -449108.032351
  nChanged 49
		SP:Iteration 22Q (128400.470000 sec): 3 clusters
  Score: Raw -451916.325057 + Penalty 2784.192115 = -449132.132942
  nChanged 34
		SP:Iteration 23Q (128400.570000 sec): 3 clusters
  Score: Raw -451933.173415 + Penalty 2784.192115 = -449148.981299
  nChanged 24
		SP:Iteration 24Q (128400.660000 sec): 3 clusters
  Score: Raw -451944.206019 + Penalty 2784.192115 = -449160.013904
  nChanged 22
		SP:Iteration 25Q (128400.760000 sec): 3 clusters
  Score: Raw -451955.787753 + Penalty 2784.192115 = -449171.595637
  nChanged 28
		SP:Iteration 26Q (128400.850000 sec): 3 clusters
  Score: Raw -451969.417172 + Penalty 2784.192115 = -449185.225057
  nChanged 14
		SP:Iteration 27Q (128400.950000 sec): 3 clusters
  Score: Raw -451976.753804 + Penalty 2784.192115 = -449192.561689
  nChanged 18
		SP:Iteration 28Q (128401.040000 sec): 3 clusters
  Score: Raw -451986.167912 + Penalty 2784.192115 = -449201.975796
  nChanged 15
		SP:Iteration 29Q (128401.130000 sec): 3 clusters
  Score: Raw -451996.032143 + Penalty 2784.192115 = -449211.840028
  nChanged 21
		SP:Iteration 30Q (128401.230000 sec): 3 clusters
  Score: Raw -452010.221656 + Penalty 2784.192115 = -449226.029541
  nChanged 20
		SP:Iteration 31Q (128401.320000 sec): 3 clusters
  Score: Raw -452021.681643 + Penalty 2784.192115 = -449237.489528
  nChanged 18
		SP:Iteration 32Q (128401.410000 sec): 3 clusters
  Score: Raw -452033.269642 + Penalty 2784.192115 = -449249.077526
  nChanged 11
		SP:Iteration 33Q (128401.510000 sec): 3 clusters
  Score: Raw -452038.833207 + Penalty 2784.192115 = -449254.641092
  nChanged 7
		SP:Iteration 34Q (128401.600000 sec): 3 clusters
  Score: Raw -452044.007168 + Penalty 2784.192115 = -449259.815053
  nChanged 5
		SP:Iteration 35Q (128401.690000 sec): 3 clusters
  Score: Raw -452047.081570 + Penalty 2784.192115 = -449262.889455
  nChanged 4
		SP:Iteration 36Q (128401.790000 sec): 3 clusters
  Score: Raw -452049.634778 + Penalty 2784.192115 = -449265.442663
  nChanged 3
		SP:Iteration 37Q (128401.880000 sec): 3 clusters
  Score: Raw -452050.905747 + Penalty 2784.192115 = -449266.713632
  nChanged 3
		SP:Iteration 38Q (128401.970000 sec): 3 clusters
  Score: Raw -452051.955294 + Penalty 2784.192115 = -449267.763179
  nChanged 5
		SP:Iteration 39Q (128402.070000 sec): 3 clusters
  Score: Raw -452054.661073 + Penalty 2784.192115 = -449270.468958
  nChanged 3
		SP:Iteration 40F (128402.160000 sec): 3 clusters
  Score: Raw -452056.439044 + Penalty 2784.192115 = -449272.246928
  nChanged 3
		SP:Iteration 41Q (128402.250000 sec): 3 clusters
  Score: Raw -452057.969833 + Penalty 2784.192115 = -449273.777718
  nChanged 0
		SP:Iteration 42F (128402.350000 sec): 3 clusters
  Score: Raw -452057.969833 + Penalty 2784.192115 = -449273.777718
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 109 (9073 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (128402.450000 sec): 2 clusters
  Score: Raw -873990.943842 + Penalty 1480.871965 = -872510.071876
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (128402.610000 sec): 3 clusters
  Score: Raw -868873.385092 + Penalty 2961.743931 = -865911.641161
  nChanged 3904
		SP:Iteration 1F (128402.740000 sec): 3 clusters
  Score: Raw -870883.825875 + Penalty 2961.743931 = -867922.081944
  nChanged 502
		SP:Iteration 2F (128402.870000 sec): 3 clusters
  Score: Raw -871079.207257 + Penalty 2961.743931 = -868117.463326
  nChanged 412
		SP:Iteration 3Q (128403.010000 sec): 3 clusters
  Score: Raw -871213.651679 + Penalty 2961.743931 = -868251.907748
  nChanged 321
		SP:Iteration 4Q (128403.160000 sec): 3 clusters
  Score: Raw -871319.930272 + Penalty 2961.743931 = -868358.186341
  nChanged 301
		SP:Iteration 5Q (128403.310000 sec): 3 clusters
  Score: Raw -871419.163593 + Penalty 2961.743931 = -868457.419662
  nChanged 269
		SP:Iteration 6Q (128403.460000 sec): 3 clusters
  Score: Raw -871502.597440 + Penalty 2961.743931 = -868540.853509
  nChanged 226
		SP:Iteration 7Q (128403.600000 sec): 3 clusters
  Score: Raw -871578.658632 + Penalty 2961.743931 = -868616.914701
  nChanged 238
		SP:Iteration 8Q (128403.740000 sec): 3 clusters
  Score: Raw -871667.879961 + Penalty 2961.743931 = -868706.136030
  nChanged 261
		SP:Iteration 9Q (128403.890000 sec): 3 clusters
  Score: Raw -871776.187580 + Penalty 2961.743931 = -868814.443649
  nChanged 313
		SP:Iteration 10Q (128404.030000 sec): 3 clusters
  Score: Raw -871923.732281 + Penalty 2961.743931 = -868961.988350
  nChanged 383
		SP:Iteration 11Q (128404.180000 sec): 3 clusters
  Score: Raw -872144.327489 + Penalty 2961.743931 = -869182.583558
  nChanged 471
		SP:Iteration 12F (128404.310000 sec): 3 clusters
  Score: Raw -872470.964905 + Penalty 2961.743931 = -869509.220974
  nChanged 521
		SP:Iteration 13F (128404.450000 sec): 3 clusters
  Score: Raw -872881.074802 + Penalty 2961.743931 = -869919.330871
  nChanged 489
		SP:Iteration 14F (128404.600000 sec): 3 clusters
  Score: Raw -873276.351938 + Penalty 2961.743931 = -870314.608007
  nChanged 386
		SP:Iteration 15Q (128404.750000 sec): 3 clusters
  Score: Raw -873578.919675 + Penalty 2961.743931 = -870617.175744
  nChanged 293
		SP:Iteration 16Q (128404.890000 sec): 3 clusters
  Score: Raw -873818.307762 + Penalty 2961.743931 = -870856.563831
  nChanged 164
		SP:Iteration 17Q (128405.030000 sec): 3 clusters
  Score: Raw -873967.491956 + Penalty 2961.743931 = -871005.748025
  nChanged 106
		SP:Iteration 18Q (128405.160000 sec): 3 clusters
  Score: Raw -874090.034969 + Penalty 2961.743931 = -871128.291038
  nChanged 75
		SP:Iteration 19Q (128405.290000 sec): 3 clusters
  Score: Raw -874193.389430 + Penalty 2961.743931 = -871231.645499
  nChanged 55
		SP:Iteration 20F (128405.430000 sec): 3 clusters
  Score: Raw -874267.060146 + Penalty 2961.743931 = -871305.316215
  nChanged 45
		SP:Iteration 21Q (128405.570000 sec): 3 clusters
  Score: Raw -874323.975783 + Penalty 2961.743931 = -871362.231852
  nChanged 45
		SP:Iteration 22Q (128405.700000 sec): 3 clusters
  Score: Raw -874396.947835 + Penalty 2961.743931 = -871435.203904
  nChanged 50
		SP:Iteration 23Q (128405.840000 sec): 3 clusters
  Score: Raw -874457.696738 + Penalty 2961.743931 = -871495.952807
  nChanged 42
		SP:Iteration 24Q (128405.960000 sec): 3 clusters
  Score: Raw -874491.097062 + Penalty 2961.743931 = -871529.353131
  nChanged 19
		SP:Iteration 25Q (128406.090000 sec): 3 clusters
  Score: Raw -874505.430590 + Penalty 2961.743931 = -871543.686659
  nChanged 15
		SP:Iteration 26Q (128406.230000 sec): 3 clusters
  Score: Raw -874516.081972 + Penalty 2961.743931 = -871554.338041
  nChanged 12
		SP:Iteration 27Q (128406.380000 sec): 3 clusters
  Score: Raw -874522.391595 + Penalty 2961.743931 = -871560.647664
  nChanged 11
		SP:Iteration 28Q (128406.530000 sec): 3 clusters
  Score: Raw -874529.168684 + Penalty 2961.743931 = -871567.424753
  nChanged 10
		SP:Iteration 29Q (128406.690000 sec): 3 clusters
  Score: Raw -874535.779867 + Penalty 2961.743931 = -871574.035936
  nChanged 10
		SP:Iteration 30Q (128406.820000 sec): 3 clusters
  Score: Raw -874540.360431 + Penalty 2961.743931 = -871578.616500
  nChanged 6
		SP:Iteration 31Q (128406.940000 sec): 3 clusters
  Score: Raw -874544.247977 + Penalty 2961.743931 = -871582.504046
  nChanged 7
		SP:Iteration 32Q (128407.070000 sec): 3 clusters
  Score: Raw -874547.909909 + Penalty 2961.743931 = -871586.165978
  nChanged 6
		SP:Iteration 33Q (128407.200000 sec): 3 clusters
  Score: Raw -874550.866958 + Penalty 2961.743931 = -871589.123027
  nChanged 5
		SP:Iteration 34Q (128407.330000 sec): 3 clusters
  Score: Raw -874552.888315 + Penalty 2961.743931 = -871591.144384
  nChanged 4
		SP:Iteration 35Q (128407.470000 sec): 3 clusters
  Score: Raw -874554.585268 + Penalty 2961.743931 = -871592.841337
  nChanged 4
		SP:Iteration 36Q (128407.600000 sec): 3 clusters
  Score: Raw -874556.746392 + Penalty 2961.743931 = -871595.002461
  nChanged 4
		SP:Iteration 37Q (128407.730000 sec): 3 clusters
  Score: Raw -874558.918453 + Penalty 2961.743931 = -871597.174522
  nChanged 7
		SP:Iteration 38Q (128407.870000 sec): 3 clusters
  Score: Raw -874563.166588 + Penalty 2961.743931 = -871601.422657
  nChanged 12
		SP:Iteration 39Q (128407.990000 sec): 3 clusters
  Score: Raw -874571.131480 + Penalty 2961.743931 = -871609.387549
  nChanged 12
		SP:Iteration 40F (128408.130000 sec): 3 clusters
  Score: Raw -874576.736583 + Penalty 2961.743931 = -871614.992652
  nChanged 8
		SP:Iteration 41Q (128408.260000 sec): 3 clusters
  Score: Raw -874580.643882 + Penalty 2961.743931 = -871618.899951
  nChanged 5
		SP:Iteration 42Q (128408.390000 sec): 3 clusters
  Score: Raw -874581.988102 + Penalty 2961.743931 = -871620.244171
  nChanged 2
		SP:Iteration 43Q (128408.530000 sec): 3 clusters
  Score: Raw -874582.632710 + Penalty 2961.743931 = -871620.888779
  nChanged 2
		SP:Iteration 44Q (128408.660000 sec): 3 clusters
  Score: Raw -874583.190908 + Penalty 2961.743931 = -871621.446977
  nChanged 2
		SP:Iteration 45Q (128408.790000 sec): 3 clusters
  Score: Raw -874583.772056 + Penalty 2961.743931 = -871622.028125
  nChanged 1
		SP:Iteration 46Q (128408.930000 sec): 3 clusters
  Score: Raw -874584.479674 + Penalty 2961.743931 = -871622.735743
  nChanged 2
		SP:Iteration 47Q (128409.050000 sec): 3 clusters
  Score: Raw -874584.980079 + Penalty 2961.743931 = -871623.236148
  nChanged 3
		SP:Iteration 48Q (128409.170000 sec): 3 clusters
  Score: Raw -874586.056855 + Penalty 2961.743931 = -871624.312924
  nChanged 1
		SP:Iteration 49Q (128409.310000 sec): 3 clusters
  Score: Raw -874586.602119 + Penalty 2961.743931 = -871624.858188
  nChanged 0
		SP:Iteration 50F (128409.510000 sec): 3 clusters
  Score: Raw -874586.602119 + Penalty 2961.743931 = -871624.858188
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 110 (2814 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (128409.580000 sec): 2 clusters
  Score: Raw -237625.637369 + Penalty 1290.633864 = -236335.003506
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (128409.660000 sec): 3 clusters
  Score: Raw -236350.429064 + Penalty 2581.267727 = -233769.161337
  nChanged 1038
		SP:Iteration 1F (128409.740000 sec): 3 clusters
  Score: Raw -236999.222666 + Penalty 2581.267727 = -234417.954939
  nChanged 225
		SP:Iteration 2F (128409.790000 sec): 3 clusters
  Score: Raw -237133.772185 + Penalty 2581.267727 = -234552.504458
  nChanged 138
		SP:Iteration 3Q (128409.850000 sec): 3 clusters
  Score: Raw -237232.333623 + Penalty 2581.267727 = -234651.065896
  nChanged 121
		SP:Iteration 4Q (128409.900000 sec): 3 clusters
  Score: Raw -237306.615247 + Penalty 2581.267727 = -234725.347520
  nChanged 86
		SP:Iteration 5Q (128409.960000 sec): 3 clusters
  Score: Raw -237359.788668 + Penalty 2581.267727 = -234778.520941
  nChanged 69
		SP:Iteration 6Q (128410.010000 sec): 3 clusters
  Score: Raw -237396.858829 + Penalty 2581.267727 = -234815.591101
  nChanged 62
		SP:Iteration 7Q (128410.070000 sec): 3 clusters
  Score: Raw -237430.060073 + Penalty 2581.267727 = -234848.792346
  nChanged 55
		SP:Iteration 8Q (128410.120000 sec): 3 clusters
  Score: Raw -237460.038842 + Penalty 2581.267727 = -234878.771115
  nChanged 55
		SP:Iteration 9Q (128410.170000 sec): 3 clusters
  Score: Raw -237485.625284 + Penalty 2581.267727 = -234904.357556
  nChanged 39
		SP:Iteration 10Q (128410.230000 sec): 3 clusters
  Score: Raw -237505.883777 + Penalty 2581.267727 = -234924.616050
  nChanged 31
		SP:Iteration 11Q (128410.280000 sec): 3 clusters
  Score: Raw -237518.078496 + Penalty 2581.267727 = -234936.810768
  nChanged 19
		SP:Iteration 12Q (128410.330000 sec): 3 clusters
  Score: Raw -237525.900035 + Penalty 2581.267727 = -234944.632308
  nChanged 16
		SP:Iteration 13Q (128410.390000 sec): 3 clusters
  Score: Raw -237532.748136 + Penalty 2581.267727 = -234951.480409
  nChanged 16
		SP:Iteration 14Q (128410.440000 sec): 3 clusters
  Score: Raw -237537.540997 + Penalty 2581.267727 = -234956.273270
  nChanged 14
		SP:Iteration 15Q (128410.500000 sec): 3 clusters
  Score: Raw -237543.402679 + Penalty 2581.267727 = -234962.134952
  nChanged 15
		SP:Iteration 16Q (128410.550000 sec): 3 clusters
  Score: Raw -237549.191627 + Penalty 2581.267727 = -234967.923900
  nChanged 13
		SP:Iteration 17Q (128410.610000 sec): 3 clusters
  Score: Raw -237555.527381 + Penalty 2581.267727 = -234974.259654
  nChanged 14
		SP:Iteration 18Q (128410.660000 sec): 3 clusters
  Score: Raw -237561.175437 + Penalty 2581.267727 = -234979.907710
  nChanged 8
		SP:Iteration 19Q (128410.710000 sec): 3 clusters
  Score: Raw -237564.033059 + Penalty 2581.267727 = -234982.765332
  nChanged 12
		SP:Iteration 20F (128410.770000 sec): 3 clusters
  Score: Raw -237569.275966 + Penalty 2581.267727 = -234988.008238
  nChanged 11
		SP:Iteration 21Q (128410.820000 sec): 3 clusters
  Score: Raw -237576.042193 + Penalty 2581.267727 = -234994.774466
  nChanged 20
		SP:Iteration 22Q (128410.880000 sec): 3 clusters
  Score: Raw -237585.473496 + Penalty 2581.267727 = -235004.205769
  nChanged 17
		SP:Iteration 23Q (128410.930000 sec): 3 clusters
  Score: Raw -237591.493735 + Penalty 2581.267727 = -235010.226008
  nChanged 12
		SP:Iteration 24Q (128410.980000 sec): 3 clusters
  Score: Raw -237594.807837 + Penalty 2581.267727 = -235013.540110
  nChanged 8
		SP:Iteration 25Q (128411.030000 sec): 3 clusters
  Score: Raw -237599.119923 + Penalty 2581.267727 = -235017.852196
  nChanged 17
		SP:Iteration 26Q (128411.090000 sec): 3 clusters
  Score: Raw -237606.160607 + Penalty 2581.267727 = -235024.892880
  nChanged 19
		SP:Iteration 27Q (128411.140000 sec): 3 clusters
  Score: Raw -237613.195085 + Penalty 2581.267727 = -235031.927358
  nChanged 16
		SP:Iteration 28Q (128411.190000 sec): 3 clusters
  Score: Raw -237619.304357 + Penalty 2581.267727 = -235038.036630
  nChanged 19
		SP:Iteration 29Q (128411.240000 sec): 3 clusters
  Score: Raw -237626.445263 + Penalty 2581.267727 = -235045.177535
  nChanged 12
		SP:Iteration 30Q (128411.300000 sec): 3 clusters
  Score: Raw -237631.198130 + Penalty 2581.267727 = -235049.930403
  nChanged 10
		SP:Iteration 31Q (128411.350000 sec): 3 clusters
  Score: Raw -237635.992428 + Penalty 2581.267727 = -235054.724701
  nChanged 12
		SP:Iteration 32Q (128411.400000 sec): 3 clusters
  Score: Raw -237643.760512 + Penalty 2581.267727 = -235062.492785
  nChanged 17
		SP:Iteration 33Q (128411.460000 sec): 3 clusters
  Score: Raw -237653.080111 + Penalty 2581.267727 = -235071.812384
  nChanged 17
		SP:Iteration 34Q (128411.510000 sec): 3 clusters
  Score: Raw -237660.880969 + Penalty 2581.267727 = -235079.613241
  nChanged 22
		SP:Iteration 35Q (128411.560000 sec): 3 clusters
  Score: Raw -237672.224281 + Penalty 2581.267727 = -235090.956554
  nChanged 20
		SP:Iteration 36Q (128411.620000 sec): 3 clusters
  Score: Raw -237682.100006 + Penalty 2581.267727 = -235100.832279
  nChanged 21
		SP:Iteration 37Q (128411.670000 sec): 3 clusters
  Score: Raw -237694.994215 + Penalty 2581.267727 = -235113.726488
  nChanged 21
		SP:Iteration 38Q (128411.720000 sec): 3 clusters
  Score: Raw -237705.514374 + Penalty 2581.267727 = -235124.246647
  nChanged 19
		SP:Iteration 39Q (128411.780000 sec): 3 clusters
  Score: Raw -237714.694804 + Penalty 2581.267727 = -235133.427077
  nChanged 12
		SP:Iteration 40F (128411.830000 sec): 3 clusters
  Score: Raw -237720.644801 + Penalty 2581.267727 = -235139.377074
  nChanged 14
		SP:Iteration 41Q (128411.880000 sec): 3 clusters
  Score: Raw -237729.332115 + Penalty 2581.267727 = -235148.064388
  nChanged 23
		SP:Iteration 42Q (128411.940000 sec): 3 clusters
  Score: Raw -237744.549828 + Penalty 2581.267727 = -235163.282101
  nChanged 33
		SP:Iteration 43Q (128411.990000 sec): 3 clusters
  Score: Raw -237779.795495 + Penalty 2581.267727 = -235198.527768
  nChanged 40
		SP:Iteration 44Q (128412.040000 sec): 3 clusters
  Score: Raw -237809.545032 + Penalty 2581.267727 = -235228.277305
  nChanged 45
		SP:Iteration 45Q (128412.100000 sec): 3 clusters
  Score: Raw -237843.902745 + Penalty 2581.267727 = -235262.635018
  nChanged 41
		SP:Iteration 46Q (128412.150000 sec): 3 clusters
  Score: Raw -237868.704952 + Penalty 2581.267727 = -235287.437224
  nChanged 35
		SP:Iteration 47Q (128412.200000 sec): 3 clusters
  Score: Raw -237889.555343 + Penalty 2581.267727 = -235308.287615
  nChanged 26
		SP:Iteration 48Q (128412.250000 sec): 3 clusters
  Score: Raw -237901.666373 + Penalty 2581.267727 = -235320.398646
  nChanged 26
		SP:Iteration 49Q (128412.300000 sec): 3 clusters
  Score: Raw -237913.507041 + Penalty 2581.267727 = -235332.239314
  nChanged 19
		SP:Iteration 50Q (128412.350000 sec): 3 clusters
  Score: Raw -237920.371457 + Penalty 2581.267727 = -235339.103730
  nChanged 12
		SP:Iteration 51Q (128412.400000 sec): 3 clusters
  Score: Raw -237924.457415 + Penalty 2581.267727 = -235343.189687
  nChanged 16
		SP:Iteration 52Q (128412.460000 sec): 3 clusters
  Score: Raw -237932.032774 + Penalty 2581.267727 = -235350.765047
  nChanged 14
		SP:Iteration 53Q (128412.510000 sec): 3 clusters
  Score: Raw -237937.892334 + Penalty 2581.267727 = -235356.624607
  nChanged 15
		SP:Iteration 54Q (128412.560000 sec): 3 clusters
  Score: Raw -237944.554125 + Penalty 2581.267727 = -235363.286398
  nChanged 13
		SP:Iteration 55Q (128412.610000 sec): 3 clusters
  Score: Raw -237950.473758 + Penalty 2581.267727 = -235369.206030
  nChanged 13
		SP:Iteration 56Q (128412.660000 sec): 3 clusters
  Score: Raw -237955.128357 + Penalty 2581.267727 = -235373.860630
  nChanged 6
		SP:Iteration 57Q (128412.720000 sec): 3 clusters
  Score: Raw -237958.138508 + Penalty 2581.267727 = -235376.870780
  nChanged 7
		SP:Iteration 58Q (128412.770000 sec): 3 clusters
  Score: Raw -237960.692856 + Penalty 2581.267727 = -235379.425128
  nChanged 7
		SP:Iteration 59Q (128412.820000 sec): 3 clusters
  Score: Raw -237964.073397 + Penalty 2581.267727 = -235382.805669
  nChanged 8
		SP:Iteration 60F (128412.870000 sec): 3 clusters
  Score: Raw -237968.381097 + Penalty 2581.267727 = -235387.113370
  nChanged 8
		SP:Iteration 61Q (128412.930000 sec): 3 clusters
  Score: Raw -237971.066740 + Penalty 2581.267727 = -235389.799012
  nChanged 2
		SP:Iteration 62Q (128412.980000 sec): 3 clusters
  Score: Raw -237971.713629 + Penalty 2581.267727 = -235390.445901
  nChanged 2
		SP:Iteration 63Q (128413.030000 sec): 3 clusters
  Score: Raw -237972.605485 + Penalty 2581.267727 = -235391.337758
  nChanged 3
		SP:Iteration 64Q (128413.080000 sec): 3 clusters
  Score: Raw -237973.177084 + Penalty 2581.267727 = -235391.909357
  nChanged 1
		SP:Iteration 65Q (128413.130000 sec): 3 clusters
  Score: Raw -237973.330438 + Penalty 2581.267727 = -235392.062711
  nChanged 0
		SP:Iteration 66F (128413.190000 sec): 3 clusters
  Score: Raw -237973.330438 + Penalty 2581.267727 = -235392.062711
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 111 (1856 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (128413.250000 sec): 2 clusters
  Score: Raw -158995.820571 + Penalty 1223.004073 = -157772.816497
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (128413.280000 sec): 3 clusters
  Score: Raw -158228.833196 + Penalty 2446.008147 = -155782.825049
  nChanged 651
		SP:Iteration 1F (128413.320000 sec): 3 clusters
  Score: Raw -158620.009035 + Penalty 2446.008147 = -156174.000888
  nChanged 130
		SP:Iteration 2F (128413.360000 sec): 3 clusters
  Score: Raw -158717.412453 + Penalty 2446.008147 = -156271.404306
  nChanged 87
		SP:Iteration 3Q (128413.390000 sec): 3 clusters
  Score: Raw -158778.486276 + Penalty 2446.008147 = -156332.478129
  nChanged 74
		SP:Iteration 4Q (128413.430000 sec): 3 clusters
  Score: Raw -158835.257065 + Penalty 2446.008147 = -156389.248918
  nChanged 57
		SP:Iteration 5Q (128413.460000 sec): 3 clusters
  Score: Raw -158876.227052 + Penalty 2446.008147 = -156430.218905
  nChanged 44
		SP:Iteration 6Q (128413.500000 sec): 3 clusters
  Score: Raw -158904.122865 + Penalty 2446.008147 = -156458.114718
  nChanged 31
		SP:Iteration 7Q (128413.540000 sec): 3 clusters
  Score: Raw -158922.346139 + Penalty 2446.008147 = -156476.337992
  nChanged 23
		SP:Iteration 8Q (128413.570000 sec): 3 clusters
  Score: Raw -158932.452611 + Penalty 2446.008147 = -156486.444465
  nChanged 14
		SP:Iteration 9Q (128413.610000 sec): 3 clusters
  Score: Raw -158938.734500 + Penalty 2446.008147 = -156492.726353
  nChanged 16
		SP:Iteration 10Q (128413.640000 sec): 3 clusters
  Score: Raw -158945.780084 + Penalty 2446.008147 = -156499.771937
  nChanged 8
		SP:Iteration 11Q (128413.680000 sec): 3 clusters
  Score: Raw -158952.098524 + Penalty 2446.008147 = -156506.090377
  nChanged 12
		SP:Iteration 12Q (128413.720000 sec): 3 clusters
  Score: Raw -158960.885838 + Penalty 2446.008147 = -156514.877691
  nChanged 17
		SP:Iteration 13Q (128413.750000 sec): 3 clusters
  Score: Raw -158972.494690 + Penalty 2446.008147 = -156526.486543
  nChanged 13
		SP:Iteration 14Q (128413.790000 sec): 3 clusters
  Score: Raw -158980.224133 + Penalty 2446.008147 = -156534.215986
  nChanged 13
		SP:Iteration 15Q (128413.820000 sec): 3 clusters
  Score: Raw -158988.122715 + Penalty 2446.008147 = -156542.114568
  nChanged 13
		SP:Iteration 16Q (128413.860000 sec): 3 clusters
  Score: Raw -158997.187357 + Penalty 2446.008147 = -156551.179211
  nChanged 12
		SP:Iteration 17Q (128413.900000 sec): 3 clusters
  Score: Raw -159007.675595 + Penalty 2446.008147 = -156561.667448
  nChanged 12
		SP:Iteration 18Q (128413.930000 sec): 3 clusters
  Score: Raw -159015.230907 + Penalty 2446.008147 = -156569.222760
  nChanged 10
		SP:Iteration 19Q (128413.960000 sec): 3 clusters
  Score: Raw -159019.643128 + Penalty 2446.008147 = -156573.634981
  nChanged 10
		SP:Iteration 20F (128414.000000 sec): 3 clusters
  Score: Raw -159022.778254 + Penalty 2446.008147 = -156576.770107
  nChanged 3
		SP:Iteration 21Q (128414.040000 sec): 3 clusters
  Score: Raw -159024.511419 + Penalty 2446.008147 = -156578.503272
  nChanged 3
		SP:Iteration 22Q (128414.070000 sec): 3 clusters
  Score: Raw -159025.825479 + Penalty 2446.008147 = -156579.817332
  nChanged 4
		SP:Iteration 23Q (128414.110000 sec): 3 clusters
  Score: Raw -159027.218130 + Penalty 2446.008147 = -156581.209983
  nChanged 4
		SP:Iteration 24Q (128414.140000 sec): 3 clusters
  Score: Raw -159030.641418 + Penalty 2446.008147 = -156584.633271
  nChanged 2
		SP:Iteration 25Q (128414.180000 sec): 3 clusters
  Score: Raw -159031.329663 + Penalty 2446.008147 = -156585.321517
  nChanged 1
		SP:Iteration 26Q (128414.220000 sec): 3 clusters
  Score: Raw -159031.817031 + Penalty 2446.008147 = -156585.808884
  nChanged 0
		SP:Iteration 27F (128414.250000 sec): 3 clusters
  Score: Raw -159031.817031 + Penalty 2446.008147 = -156585.808884
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 112 (480 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (128414.280000 sec): 2 clusters
  Score: Raw -43733.995418 + Penalty 1003.240242 = -42730.755176
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (128414.300000 sec): 3 clusters
  Score: Raw -43679.989934 + Penalty 2006.480484 = -41673.509450
  nChanged 97
		SP:Iteration 1F (128414.310000 sec): 3 clusters
  Score: Raw -43794.284126 + Penalty 2006.480484 = -41787.803643
  nChanged 23
		SP:Iteration 2Q (128414.320000 sec): 3 clusters
  Score: Raw -43832.401239 + Penalty 2006.480484 = -41825.920755
  nChanged 13
		SP:Iteration 3Q (128414.330000 sec): 3 clusters
  Score: Raw -43855.548996 + Penalty 2006.480484 = -41849.068512
  nChanged 8
		SP:Iteration 4Q (128414.340000 sec): 3 clusters
  Score: Raw -43867.731898 + Penalty 2006.480484 = -41861.251414
  nChanged 6
		SP:Iteration 5Q (128414.350000 sec): 3 clusters
  Score: Raw -43877.047515 + Penalty 2006.480484 = -41870.567031
  nChanged 4
		SP:Iteration 6Q (128414.360000 sec): 3 clusters
  Score: Raw -43881.085348 + Penalty 2006.480484 = -41874.604864
  nChanged 3
		SP:Iteration 7Q (128414.370000 sec): 3 clusters
  Score: Raw -43884.289201 + Penalty 2006.480484 = -41877.808717
  nChanged 0
		SP:Iteration 8F (128414.380000 sec): 3 clusters
  Score: Raw -43884.289201 + Penalty 2006.480484 = -41877.808717
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 113 (2455 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (128414.450000 sec): 2 clusters
  Score: Raw -207019.852027 + Penalty 1268.455832 = -205751.396195
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (128414.490000 sec): 3 clusters
  Score: Raw -205918.664920 + Penalty 2536.911663 = -203381.753257
  nChanged 935
		SP:Iteration 1F (128414.540000 sec): 3 clusters
  Score: Raw -206639.907187 + Penalty 2536.911663 = -204102.995524
  nChanged 209
		SP:Iteration 2F (128414.580000 sec): 3 clusters
  Score: Raw -206832.231729 + Penalty 2536.911663 = -204295.320065
  nChanged 146
		SP:Iteration 3F (128414.630000 sec): 3 clusters
  Score: Raw -206943.141425 + Penalty 2536.911663 = -204406.229762
  nChanged 91
		SP:Iteration 4Q (128414.680000 sec): 3 clusters
  Score: Raw -207009.803663 + Penalty 2536.911663 = -204472.892000
  nChanged 73
		SP:Iteration 5Q (128414.720000 sec): 3 clusters
  Score: Raw -207058.074436 + Penalty 2536.911663 = -204521.162772
  nChanged 55
		SP:Iteration 6Q (128414.770000 sec): 3 clusters
  Score: Raw -207095.580281 + Penalty 2536.911663 = -204558.668618
  nChanged 49
		SP:Iteration 7Q (128414.820000 sec): 3 clusters
  Score: Raw -207129.673988 + Penalty 2536.911663 = -204592.762325
  nChanged 37
		SP:Iteration 8Q (128414.870000 sec): 3 clusters
  Score: Raw -207148.543713 + Penalty 2536.911663 = -204611.632050
  nChanged 24
		SP:Iteration 9Q (128414.910000 sec): 3 clusters
  Score: Raw -207159.328638 + Penalty 2536.911663 = -204622.416975
  nChanged 13
		SP:Iteration 10Q (128414.960000 sec): 3 clusters
  Score: Raw -207165.967003 + Penalty 2536.911663 = -204629.055340
  nChanged 17
		SP:Iteration 11Q (128415.010000 sec): 3 clusters
  Score: Raw -207175.503586 + Penalty 2536.911663 = -204638.591923
  nChanged 19
		SP:Iteration 12Q (128415.050000 sec): 3 clusters
  Score: Raw -207184.910029 + Penalty 2536.911663 = -204647.998366
  nChanged 19
		SP:Iteration 13Q (128415.100000 sec): 3 clusters
  Score: Raw -207196.298360 + Penalty 2536.911663 = -204659.386697
  nChanged 18
		SP:Iteration 14Q (128415.150000 sec): 3 clusters
  Score: Raw -207206.576399 + Penalty 2536.911663 = -204669.664736
  nChanged 19
		SP:Iteration 15Q (128415.190000 sec): 3 clusters
  Score: Raw -207216.499279 + Penalty 2536.911663 = -204679.587616
  nChanged 20
		SP:Iteration 16Q (128415.240000 sec): 3 clusters
  Score: Raw -207225.914762 + Penalty 2536.911663 = -204689.003099
  nChanged 14
		SP:Iteration 17Q (128415.290000 sec): 3 clusters
  Score: Raw -207233.547690 + Penalty 2536.911663 = -204696.636027
  nChanged 14
		SP:Iteration 18Q (128415.340000 sec): 3 clusters
  Score: Raw -207239.496729 + Penalty 2536.911663 = -204702.585066
  nChanged 10
		SP:Iteration 19Q (128415.380000 sec): 3 clusters
  Score: Raw -207243.511995 + Penalty 2536.911663 = -204706.600332
  nChanged 15
		SP:Iteration 20F (128415.430000 sec): 3 clusters
  Score: Raw -207250.331915 + Penalty 2536.911663 = -204713.420252
  nChanged 12
		SP:Iteration 21Q (128415.470000 sec): 3 clusters
  Score: Raw -207255.187311 + Penalty 2536.911663 = -204718.275648
  nChanged 12
		SP:Iteration 22Q (128415.520000 sec): 3 clusters
  Score: Raw -207261.033868 + Penalty 2536.911663 = -204724.122205
  nChanged 9
		SP:Iteration 23Q (128415.570000 sec): 3 clusters
  Score: Raw -207264.183687 + Penalty 2536.911663 = -204727.272024
  nChanged 12
		SP:Iteration 24Q (128415.620000 sec): 3 clusters
  Score: Raw -207270.042391 + Penalty 2536.911663 = -204733.130728
  nChanged 7
		SP:Iteration 25Q (128415.660000 sec): 3 clusters
  Score: Raw -207274.030723 + Penalty 2536.911663 = -204737.119060
  nChanged 6
		SP:Iteration 26Q (128415.710000 sec): 3 clusters
  Score: Raw -207276.945086 + Penalty 2536.911663 = -204740.033423
  nChanged 4
		SP:Iteration 27Q (128415.760000 sec): 3 clusters
  Score: Raw -207279.716491 + Penalty 2536.911663 = -204742.804828
  nChanged 5
		SP:Iteration 28Q (128415.800000 sec): 3 clusters
  Score: Raw -207281.951526 + Penalty 2536.911663 = -204745.039863
  nChanged 7
		SP:Iteration 29Q (128415.850000 sec): 3 clusters
  Score: Raw -207284.226023 + Penalty 2536.911663 = -204747.314360
  nChanged 4
		SP:Iteration 30Q (128415.900000 sec): 3 clusters
  Score: Raw -207285.542282 + Penalty 2536.911663 = -204748.630619
  nChanged 3
		SP:Iteration 31Q (128415.940000 sec): 3 clusters
  Score: Raw -207286.815475 + Penalty 2536.911663 = -204749.903812
  nChanged 4
		SP:Iteration 32Q (128415.990000 sec): 3 clusters
  Score: Raw -207289.245581 + Penalty 2536.911663 = -204752.333918
  nChanged 3
		SP:Iteration 33Q (128416.040000 sec): 3 clusters
  Score: Raw -207290.325631 + Penalty 2536.911663 = -204753.413968
  nChanged 3
		SP:Iteration 34Q (128416.080000 sec): 3 clusters
  Score: Raw -207291.621782 + Penalty 2536.911663 = -204754.710119
  nChanged 5
		SP:Iteration 35Q (128416.130000 sec): 3 clusters
  Score: Raw -207294.152011 + Penalty 2536.911663 = -204757.240347
  nChanged 5
		SP:Iteration 36Q (128416.180000 sec): 3 clusters
  Score: Raw -207295.841186 + Penalty 2536.911663 = -204758.929523
  nChanged 3
		SP:Iteration 37Q (128416.220000 sec): 3 clusters
  Score: Raw -207298.551042 + Penalty 2536.911663 = -204761.639379
  nChanged 4
		SP:Iteration 38Q (128416.270000 sec): 3 clusters
  Score: Raw -207299.592510 + Penalty 2536.911663 = -204762.680847
  nChanged 1
		SP:Iteration 39Q (128416.320000 sec): 3 clusters
  Score: Raw -207299.930725 + Penalty 2536.911663 = -204763.019062
  nChanged 1
		SP:Iteration 40F (128416.360000 sec): 3 clusters
  Score: Raw -207300.168247 + Penalty 2536.911663 = -204763.256584
  nChanged 1
		SP:Iteration 41Q (128416.410000 sec): 3 clusters
  Score: Raw -207300.396107 + Penalty 2536.911663 = -204763.484444
  nChanged 1
		SP:Iteration 42Q (128416.460000 sec): 3 clusters
  Score: Raw -207300.525285 + Penalty 2536.911663 = -204763.613622
  nChanged 0
		SP:Iteration 43F (128416.500000 sec): 3 clusters
  Score: Raw -207300.525285 + Penalty 2536.911663 = -204763.613622
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 114 (1448 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (128416.560000 sec): 2 clusters
  Score: Raw -126515.484179 + Penalty 1182.665018 = -125332.819161
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (128416.590000 sec): 3 clusters
  Score: Raw -125954.122443 + Penalty 2365.330036 = -123588.792407
  nChanged 500
		SP:Iteration 1F (128416.620000 sec): 3 clusters
  Score: Raw -126308.269929 + Penalty 2365.330036 = -123942.939893
  nChanged 110
		SP:Iteration 2F (128416.640000 sec): 3 clusters
  Score: Raw -126393.262520 + Penalty 2365.330036 = -124027.932483
  nChanged 57
		SP:Iteration 3Q (128416.670000 sec): 3 clusters
  Score: Raw -126430.460475 + Penalty 2365.330036 = -124065.130438
  nChanged 35
		SP:Iteration 4Q (128416.700000 sec): 3 clusters
  Score: Raw -126456.834675 + Penalty 2365.330036 = -124091.504639
  nChanged 32
		SP:Iteration 5Q (128416.730000 sec): 3 clusters
  Score: Raw -126477.051186 + Penalty 2365.330036 = -124111.721150
  nChanged 23
		SP:Iteration 6Q (128416.760000 sec): 3 clusters
  Score: Raw -126491.447989 + Penalty 2365.330036 = -124126.117952
  nChanged 18
		SP:Iteration 7Q (128416.780000 sec): 3 clusters
  Score: Raw -126505.365077 + Penalty 2365.330036 = -124140.035040
  nChanged 25
		SP:Iteration 8Q (128416.810000 sec): 3 clusters
  Score: Raw -126523.398600 + Penalty 2365.330036 = -124158.068564
  nChanged 13
		SP:Iteration 9Q (128416.840000 sec): 3 clusters
  Score: Raw -126532.700811 + Penalty 2365.330036 = -124167.370775
  nChanged 10
		SP:Iteration 10Q (128416.870000 sec): 3 clusters
  Score: Raw -126538.348533 + Penalty 2365.330036 = -124173.018497
  nChanged 5
		SP:Iteration 11Q (128416.900000 sec): 3 clusters
  Score: Raw -126541.505899 + Penalty 2365.330036 = -124176.175863
  nChanged 7
		SP:Iteration 12Q (128416.920000 sec): 3 clusters
  Score: Raw -126544.532219 + Penalty 2365.330036 = -124179.202183
  nChanged 7
		SP:Iteration 13Q (128416.950000 sec): 3 clusters
  Score: Raw -126547.637262 + Penalty 2365.330036 = -124182.307226
  nChanged 3
		SP:Iteration 14Q (128416.980000 sec): 3 clusters
  Score: Raw -126550.458528 + Penalty 2365.330036 = -124185.128492
  nChanged 4
		SP:Iteration 15Q (128417.010000 sec): 3 clusters
  Score: Raw -126553.904904 + Penalty 2365.330036 = -124188.574867
  nChanged 5
		SP:Iteration 16Q (128417.040000 sec): 3 clusters
  Score: Raw -126555.946100 + Penalty 2365.330036 = -124190.616064
  nChanged 3
		SP:Iteration 17Q (128417.060000 sec): 3 clusters
  Score: Raw -126557.147423 + Penalty 2365.330036 = -124191.817387
  nChanged 0
		SP:Iteration 18F (128417.090000 sec): 3 clusters
  Score: Raw -126557.147423 + Penalty 2365.330036 = -124191.817387
  nChanged 0
Iteration 339Q (128699.710000 sec): 116 clusters
  Score: Raw -67038525.418800 + Penalty 253769.974104 = -66784755.444695
  nChanged 237
Iteration 340F (129035.020000 sec): 116 clusters
  Score: Raw -67038813.269149 + Penalty 253769.974104 = -66785043.295045
  nChanged 322
Iteration 341Q (129318.980000 sec): 116 clusters
  Score: Raw -67039021.476337 + Penalty 253769.974104 = -66785251.502233
  nChanged 275
Iteration 342Q (129603.130000 sec): 116 clusters
  Score: Raw -67039166.684731 + Penalty 253769.974104 = -66785396.710626
  nChanged 245
Iteration 343Q (129887.040000 sec): 116 clusters
  Score: Raw -67039274.583870 + Penalty 253769.974104 = -66785504.609765
  nChanged 233
Iteration 344Q (130172.550000 sec): 116 clusters
  Score: Raw -67039374.210904 + Penalty 253769.974104 = -66785604.236800
  nChanged 222
Iteration 345Q (130456.470000 sec): 116 clusters
  Score: Raw -67039442.191212 + Penalty 253769.974104 = -66785672.217108
  nChanged 191
Iteration 346Q (130741.340000 sec): 116 clusters
  Score: Raw -67039505.762902 + Penalty 253769.974104 = -66785735.788798
  nChanged 189
Iteration 347Q (131024.210000 sec): 116 clusters
  Score: Raw -67039564.524511 + Penalty 253769.974104 = -66785794.550406
  nChanged 183
Iteration 348Q (131309.030000 sec): 116 clusters
  Score: Raw -67039610.485672 + Penalty 253769.974104 = -66785840.511568
  nChanged 153
Iteration 349Q (131592.590000 sec): 116 clusters
  Score: Raw -67039637.667554 + Penalty 253769.974104 = -66785867.693450
  nChanged 141
Iteration 350Q (131878.180000 sec): 116 clusters
  Score: Raw -67039658.487426 + Penalty 253769.974104 = -66785888.513321
  nChanged 121
Iteration 351Q (132161.450000 sec): 116 clusters
  Score: Raw -67039678.940817 + Penalty 253769.974104 = -66785908.966713
  nChanged 100
Iteration 352Q (132446.970000 sec): 116 clusters
  Score: Raw -67039696.117738 + Penalty 253769.974104 = -66785926.143634
  nChanged 97
Iteration 353Q (132730.790000 sec): 116 clusters
  Score: Raw -67039711.327129 + Penalty 253769.974104 = -66785941.353024
  nChanged 86
Iteration 354Q (133015.230000 sec): 116 clusters
  Score: Raw -67039726.308952 + Penalty 253769.974104 = -66785956.334848
  nChanged 77
Iteration 355Q (133297.820000 sec): 116 clusters
  Score: Raw -67039738.307642 + Penalty 253769.974104 = -66785968.333538
  nChanged 77
Iteration 356Q (133583.360000 sec): 116 clusters
  Score: Raw -67039750.278433 + Penalty 253769.974104 = -66785980.304328
  nChanged 76
Iteration 357Q (133866.660000 sec): 116 clusters
  Score: Raw -67039760.746806 + Penalty 253769.974104 = -66785990.772702
  nChanged 73
Iteration 358Q (134151.680000 sec): 116 clusters
  Score: Raw -67039772.037850 + Penalty 253769.974104 = -66786002.063746
  nChanged 72
Iteration 359Q (134434.890000 sec): 116 clusters
  Score: Raw -67039781.257038 + Penalty 253769.974104 = -66786011.282934
  nChanged 53
Iteration 360F (134770.460000 sec): 116 clusters
  Score: Raw -67039789.141430 + Penalty 253769.974104 = -66786019.167325
  nChanged 58
Iteration 361Q (135054.440000 sec): 116 clusters
  Score: Raw -67039797.928971 + Penalty 253769.974104 = -66786027.954867
  nChanged 53
Iteration 362Q (135339.200000 sec): 116 clusters
  Score: Raw -67039804.682300 + Penalty 253769.974104 = -66786034.708196
  nChanged 46
Iteration 363Q (135623.120000 sec): 116 clusters
  Score: Raw -67039810.310275 + Penalty 253769.974104 = -66786040.336171
  nChanged 41
Iteration 364Q (135908.030000 sec): 116 clusters
  Score: Raw -67039816.275805 + Penalty 253769.974104 = -66786046.301700
  nChanged 42
Iteration 365Q (136190.560000 sec): 116 clusters
  Score: Raw -67039822.440366 + Penalty 253769.974104 = -66786052.466262
  nChanged 27
Iteration 366Q (136475.680000 sec): 116 clusters
  Score: Raw -67039826.344730 + Penalty 253769.974104 = -66786056.370626
  nChanged 25
Iteration 367Q (136759.220000 sec): 116 clusters
  Score: Raw -67039829.818016 + Penalty 253769.974104 = -66786059.843911
  nChanged 27
Iteration 368Q (137044.040000 sec): 116 clusters
  Score: Raw -67039832.764462 + Penalty 253769.974104 = -66786062.790358
  nChanged 26
Iteration 369Q (137327.390000 sec): 116 clusters
  Score: Raw -67039836.404416 + Penalty 253769.974104 = -66786066.430311
  nChanged 22
Iteration 370Q (137611.600000 sec): 116 clusters
  Score: Raw -67039839.358306 + Penalty 253769.974104 = -66786069.384202
  nChanged 19
Iteration 371Q (137894.210000 sec): 116 clusters
  Score: Raw -67039842.122039 + Penalty 253769.974104 = -66786072.147934
  nChanged 14
Iteration 372Q (138179.030000 sec): 116 clusters
  Score: Raw -67039843.642949 + Penalty 253769.974104 = -66786073.668844
  nChanged 11
Iteration 373Q (138461.520000 sec): 116 clusters
  Score: Raw -67039844.704729 + Penalty 253769.974104 = -66786074.730625
  nChanged 9
Iteration 374Q (138746.300000 sec): 116 clusters
  Score: Raw -67039845.976180 + Penalty 253769.974104 = -66786076.002075
  nChanged 19
Iteration 375Q (139030.260000 sec): 116 clusters
  Score: Raw -67039848.319132 + Penalty 253769.974104 = -66786078.345028
  nChanged 23
Iteration 376Q (139314.430000 sec): 116 clusters
  Score: Raw -67039850.932602 + Penalty 253769.974104 = -66786080.958497
  nChanged 19
Iteration 377Q (139598.340000 sec): 116 clusters
  Score: Raw -67039853.376268 + Penalty 253769.974104 = -66786083.402164
  nChanged 11
Iteration 378Q (139883.990000 sec): 116 clusters
  Score: Raw -67039855.122716 + Penalty 253769.974104 = -66786085.148611
  nChanged 15
Writing temp clu file 
Because OldScore, -66786083.402164, is greater than current (better) Score,-66786085.148611 
 Compute initial score before splitting:   Score: Raw -67039855.122716 + Penalty 253769.974104 = -66786085.148611
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 1 (1478 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (139884.180000 sec): 2 clusters
  Score: Raw -121423.953713 + Penalty 1185.997329 = -120237.956384
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (139884.240000 sec): 3 clusters
  Score: Raw -120891.113825 + Penalty 2371.994658 = -118519.119167
  nChanged 494
		SP:Iteration 1F (139884.270000 sec): 3 clusters
  Score: Raw -121314.063366 + Penalty 2371.994658 = -118942.068708
  nChanged 143
		SP:Iteration 2F (139884.290000 sec): 3 clusters
  Score: Raw -121449.127787 + Penalty 2371.994658 = -119077.133129
  nChanged 76
		SP:Iteration 3F (139884.320000 sec): 3 clusters
  Score: Raw -121522.619419 + Penalty 2371.994658 = -119150.624761
  nChanged 47
		SP:Iteration 4Q (139884.350000 sec): 3 clusters
  Score: Raw -121562.372553 + Penalty 2371.994658 = -119190.377895
  nChanged 35
		SP:Iteration 5Q (139884.380000 sec): 3 clusters
  Score: Raw -121600.133637 + Penalty 2371.994658 = -119228.138979
  nChanged 28
		SP:Iteration 6Q (139884.410000 sec): 3 clusters
  Score: Raw -121620.294166 + Penalty 2371.994658 = -119248.299508
  nChanged 14
		SP:Iteration 7Q (139884.440000 sec): 3 clusters
  Score: Raw -121629.052588 + Penalty 2371.994658 = -119257.057930
  nChanged 7
		SP:Iteration 8Q (139884.470000 sec): 3 clusters
  Score: Raw -121635.405897 + Penalty 2371.994658 = -119263.411239
  nChanged 6
		SP:Iteration 9Q (139884.490000 sec): 3 clusters
  Score: Raw -121641.434549 + Penalty 2371.994658 = -119269.439891
  nChanged 7
		SP:Iteration 10Q (139884.520000 sec): 3 clusters
  Score: Raw -121647.111020 + Penalty 2371.994658 = -119275.116362
  nChanged 3
		SP:Iteration 11Q (139884.550000 sec): 3 clusters
  Score: Raw -121649.744307 + Penalty 2371.994658 = -119277.749649
  nChanged 3
		SP:Iteration 12Q (139884.580000 sec): 3 clusters
  Score: Raw -121651.650251 + Penalty 2371.994658 = -119279.655593
  nChanged 2
		SP:Iteration 13Q (139884.610000 sec): 3 clusters
  Score: Raw -121652.079536 + Penalty 2371.994658 = -119280.084878
  nChanged 2
		SP:Iteration 14Q (139884.640000 sec): 3 clusters
  Score: Raw -121653.114917 + Penalty 2371.994658 = -119281.120259
  nChanged 0
		SP:Iteration 15F (139884.670000 sec): 3 clusters
  Score: Raw -121653.114917 + Penalty 2371.994658 = -119281.120259
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 2 (112854 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (139885.410000 sec): 2 clusters
  Score: Raw -10163140.563218 + Penalty 1890.500662 = -10161250.062556
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (139886.430000 sec): 3 clusters
  Score: Raw -10089952.394206 + Penalty 3781.001324 = -10086171.392882
  nChanged 53791
		SP:Iteration 1F (139887.460000 sec): 3 clusters
  Score: Raw -10121569.964325 + Penalty 3781.001324 = -10117788.963001
  nChanged 4425
		SP:Iteration 2Q (139888.550000 sec): 3 clusters
  Score: Raw -10123034.809082 + Penalty 3781.001324 = -10119253.807759
  nChanged 5448
		SP:Iteration 3Q (139889.660000 sec): 3 clusters
  Score: Raw -10125351.510627 + Penalty 3781.001324 = -10121570.509303
  nChanged 6760
		SP:Iteration 4F (139890.670000 sec): 3 clusters
  Score: Raw -10128949.947211 + Penalty 3781.001324 = -10125168.945888
  nChanged 7948
		SP:Iteration 5F (139891.690000 sec): 3 clusters
  Score: Raw -10133965.576321 + Penalty 3781.001324 = -10130184.574997
  nChanged 8498
		SP:Iteration 6F (139892.710000 sec): 3 clusters
  Score: Raw -10139891.926755 + Penalty 3781.001324 = -10136110.925431
  nChanged 8046
		SP:Iteration 7F (139893.730000 sec): 3 clusters
  Score: Raw -10145944.650840 + Penalty 3781.001324 = -10142163.649516
  nChanged 6893
		SP:Iteration 8F (139894.760000 sec): 3 clusters
  Score: Raw -10151372.326954 + Penalty 3781.001324 = -10147591.325630
  nChanged 5457
		SP:Iteration 9Q (139895.870000 sec): 3 clusters
  Score: Raw -10155879.889920 + Penalty 3781.001324 = -10152098.888596
  nChanged 4034
		SP:Iteration 10Q (139896.950000 sec): 3 clusters
  Score: Raw -10159383.728429 + Penalty 3781.001324 = -10155602.727106
  nChanged 2475
		SP:Iteration 11Q (139897.970000 sec): 3 clusters
  Score: Raw -10161561.546186 + Penalty 3781.001324 = -10157780.544862
  nChanged 1170
		SP:Iteration 12Q (139898.930000 sec): 3 clusters
  Score: Raw -10162569.739357 + Penalty 3781.001324 = -10158788.738033
  nChanged 506
		SP:Iteration 13Q (139899.830000 sec): 3 clusters
  Score: Raw -10163053.186148 + Penalty 3781.001324 = -10159272.184824
  nChanged 277
		SP:Iteration 14Q (139900.740000 sec): 3 clusters
  Score: Raw -10163330.403682 + Penalty 3781.001324 = -10159549.402358
  nChanged 161
		SP:Iteration 15Q (139901.620000 sec): 3 clusters
  Score: Raw -10163477.938553 + Penalty 3781.001324 = -10159696.937230
  nChanged 106
		SP:Iteration 16Q (139902.540000 sec): 3 clusters
  Score: Raw -10163562.681815 + Penalty 3781.001324 = -10159781.680492
  nChanged 75
		SP:Iteration 17Q (139903.430000 sec): 3 clusters
  Score: Raw -10163633.887459 + Penalty 3781.001324 = -10159852.886135
  nChanged 62
		SP:Iteration 18Q (139904.340000 sec): 3 clusters
  Score: Raw -10163682.375857 + Penalty 3781.001324 = -10159901.374533
  nChanged 38
		SP:Iteration 19Q (139905.260000 sec): 3 clusters
  Score: Raw -10163712.117136 + Penalty 3781.001324 = -10159931.115812
  nChanged 39
		SP:Iteration 20F (139906.270000 sec): 3 clusters
  Score: Raw -10163736.498705 + Penalty 3781.001324 = -10159955.497381
  nChanged 36
		SP:Iteration 21Q (139907.140000 sec): 3 clusters
  Score: Raw -10163760.892941 + Penalty 3781.001324 = -10159979.891618
  nChanged 35
		SP:Iteration 22Q (139908.020000 sec): 3 clusters
  Score: Raw -10163785.219796 + Penalty 3781.001324 = -10160004.218472
  nChanged 34
		SP:Iteration 23Q (139908.910000 sec): 3 clusters
  Score: Raw -10163805.942195 + Penalty 3781.001324 = -10160024.940871
  nChanged 23
		SP:Iteration 24Q (139909.820000 sec): 3 clusters
  Score: Raw -10163820.335709 + Penalty 3781.001324 = -10160039.334385
  nChanged 25
		SP:Iteration 25Q (139910.730000 sec): 3 clusters
  Score: Raw -10163842.972362 + Penalty 3781.001324 = -10160061.971038
  nChanged 26
		SP:Iteration 26Q (139911.640000 sec): 3 clusters
  Score: Raw -10163867.907900 + Penalty 3781.001324 = -10160086.906576
  nChanged 26
		SP:Iteration 27Q (139912.550000 sec): 3 clusters
  Score: Raw -10163885.162040 + Penalty 3781.001324 = -10160104.160716
  nChanged 24
		SP:Iteration 28Q (139913.460000 sec): 3 clusters
  Score: Raw -10163896.154140 + Penalty 3781.001324 = -10160115.152816
  nChanged 25
		SP:Iteration 29Q (139914.330000 sec): 3 clusters
  Score: Raw -10163908.771024 + Penalty 3781.001324 = -10160127.769700
  nChanged 19
		SP:Iteration 30Q (139915.220000 sec): 3 clusters
  Score: Raw -10163921.800096 + Penalty 3781.001324 = -10160140.798773
  nChanged 22
		SP:Iteration 31Q (139916.100000 sec): 3 clusters
  Score: Raw -10163933.061958 + Penalty 3781.001324 = -10160152.060635
  nChanged 15
		SP:Iteration 32Q (139917.010000 sec): 3 clusters
  Score: Raw -10163941.975668 + Penalty 3781.001324 = -10160160.974345
  nChanged 15
		SP:Iteration 33Q (139917.920000 sec): 3 clusters
  Score: Raw -10163948.329208 + Penalty 3781.001324 = -10160167.327884
  nChanged 10
		SP:Iteration 34Q (139918.830000 sec): 3 clusters
  Score: Raw -10163952.395419 + Penalty 3781.001324 = -10160171.394095
  nChanged 8
		SP:Iteration 35Q (139919.740000 sec): 3 clusters
  Score: Raw -10163954.981996 + Penalty 3781.001324 = -10160173.980672
  nChanged 6
		SP:Iteration 36Q (139920.660000 sec): 3 clusters
  Score: Raw -10163957.225550 + Penalty 3781.001324 = -10160176.224227
  nChanged 5
		SP:Iteration 37Q (139921.570000 sec): 3 clusters
  Score: Raw -10163959.214098 + Penalty 3781.001324 = -10160178.212774
  nChanged 9
		SP:Iteration 38Q (139922.480000 sec): 3 clusters
  Score: Raw -10163962.159079 + Penalty 3781.001324 = -10160181.157755
  nChanged 5
		SP:Iteration 39Q (139923.390000 sec): 3 clusters
  Score: Raw -10163964.558853 + Penalty 3781.001324 = -10160183.557530
  nChanged 5
		SP:Iteration 40F (139924.410000 sec): 3 clusters
  Score: Raw -10163966.372358 + Penalty 3781.001324 = -10160185.371034
  nChanged 3
		SP:Iteration 41Q (139925.270000 sec): 3 clusters
  Score: Raw -10163967.075568 + Penalty 3781.001324 = -10160186.074245
  nChanged 1
		SP:Iteration 42Q (139926.160000 sec): 3 clusters
  Score: Raw -10163967.356728 + Penalty 3781.001324 = -10160186.355404
  nChanged 1
		SP:Iteration 43Q (139927.040000 sec): 3 clusters
  Score: Raw -10163967.797587 + Penalty 3781.001324 = -10160186.796263
  nChanged 1
		SP:Iteration 44Q (139927.950000 sec): 3 clusters
  Score: Raw -10163967.931157 + Penalty 3781.001324 = -10160186.929833
  nChanged 1
		SP:Iteration 45Q (139928.860000 sec): 3 clusters
  Score: Raw -10163968.297715 + Penalty 3781.001324 = -10160187.296391
  nChanged 1
		SP:Iteration 46Q (139929.780000 sec): 3 clusters
  Score: Raw -10163968.765159 + Penalty 3781.001324 = -10160187.763835
  nChanged 2
		SP:Iteration 47Q (139930.690000 sec): 3 clusters
  Score: Raw -10163969.206744 + Penalty 3781.001324 = -10160188.205421
  nChanged 2
		SP:Iteration 48Q (139931.570000 sec): 3 clusters
  Score: Raw -10163970.094968 + Penalty 3781.001324 = -10160189.093644
  nChanged 0
		SP:Iteration 49F (139932.600000 sec): 3 clusters
  Score: Raw -10163970.094968 + Penalty 3781.001324 = -10160189.093644
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 3 (6993 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (139932.680000 sec): 2 clusters
  Score: Raw -657184.895686 + Penalty 1438.558051 = -655746.337636
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (139932.810000 sec): 3 clusters
  Score: Raw -653407.769269 + Penalty 2877.116102 = -650530.653168
  nChanged 2917
		SP:Iteration 1F (139932.910000 sec): 3 clusters
  Score: Raw -654939.651453 + Penalty 2877.116102 = -652062.535352
  nChanged 457
		SP:Iteration 2F (139933.030000 sec): 3 clusters
  Score: Raw -655164.296342 + Penalty 2877.116102 = -652287.180241
  nChanged 357
		SP:Iteration 3F (139933.150000 sec): 3 clusters
  Score: Raw -655360.315510 + Penalty 2877.116102 = -652483.199408
  nChanged 345
		SP:Iteration 4Q (139933.270000 sec): 3 clusters
  Score: Raw -655578.903205 + Penalty 2877.116102 = -652701.787103
  nChanged 342
		SP:Iteration 5Q (139933.400000 sec): 3 clusters
  Score: Raw -655813.604766 + Penalty 2877.116102 = -652936.488664
  nChanged 331
		SP:Iteration 6Q (139933.520000 sec): 3 clusters
  Score: Raw -656060.050045 + Penalty 2877.116102 = -653182.933943
  nChanged 353
		SP:Iteration 7F (139933.640000 sec): 3 clusters
  Score: Raw -656318.753130 + Penalty 2877.116102 = -653441.637028
  nChanged 338
		SP:Iteration 8Q (139933.760000 sec): 3 clusters
  Score: Raw -656538.632156 + Penalty 2877.116102 = -653661.516054
  nChanged 312
		SP:Iteration 9Q (139933.880000 sec): 3 clusters
  Score: Raw -656741.946210 + Penalty 2877.116102 = -653864.830108
  nChanged 293
		SP:Iteration 10Q (139934.000000 sec): 3 clusters
  Score: Raw -656949.844232 + Penalty 2877.116102 = -654072.728130
  nChanged 283
		SP:Iteration 11Q (139934.120000 sec): 3 clusters
  Score: Raw -657129.971831 + Penalty 2877.116102 = -654252.855730
  nChanged 217
		SP:Iteration 12Q (139934.240000 sec): 3 clusters
  Score: Raw -657273.907597 + Penalty 2877.116102 = -654396.791496
  nChanged 184
		SP:Iteration 13Q (139934.360000 sec): 3 clusters
  Score: Raw -657391.267999 + Penalty 2877.116102 = -654514.151897
  nChanged 140
		SP:Iteration 14Q (139934.480000 sec): 3 clusters
  Score: Raw -657476.099590 + Penalty 2877.116102 = -654598.983488
  nChanged 131
		SP:Iteration 15Q (139934.600000 sec): 3 clusters
  Score: Raw -657553.377971 + Penalty 2877.116102 = -654676.261870
  nChanged 134
		SP:Iteration 16Q (139934.730000 sec): 3 clusters
  Score: Raw -657642.987395 + Penalty 2877.116102 = -654765.871293
  nChanged 118
		SP:Iteration 17Q (139934.850000 sec): 3 clusters
  Score: Raw -657719.234983 + Penalty 2877.116102 = -654842.118882
  nChanged 108
		SP:Iteration 18Q (139934.970000 sec): 3 clusters
  Score: Raw -657779.425562 + Penalty 2877.116102 = -654902.309461
  nChanged 91
		SP:Iteration 19Q (139935.090000 sec): 3 clusters
  Score: Raw -657823.877911 + Penalty 2877.116102 = -654946.761810
  nChanged 70
		SP:Iteration 20F (139935.220000 sec): 3 clusters
  Score: Raw -657850.996829 + Penalty 2877.116102 = -654973.880728
  nChanged 61
		SP:Iteration 21Q (139935.340000 sec): 3 clusters
  Score: Raw -657873.464914 + Penalty 2877.116102 = -654996.348813
  nChanged 42
		SP:Iteration 22Q (139935.460000 sec): 3 clusters
  Score: Raw -657889.724616 + Penalty 2877.116102 = -655012.608514
  nChanged 34
		SP:Iteration 23Q (139935.580000 sec): 3 clusters
  Score: Raw -657900.644452 + Penalty 2877.116102 = -655023.528351
  nChanged 33
		SP:Iteration 24Q (139935.690000 sec): 3 clusters
  Score: Raw -657912.457974 + Penalty 2877.116102 = -655035.341873
  nChanged 44
		SP:Iteration 25Q (139935.810000 sec): 3 clusters
  Score: Raw -657928.514489 + Penalty 2877.116102 = -655051.398388
  nChanged 28
		SP:Iteration 26Q (139935.930000 sec): 3 clusters
  Score: Raw -657936.804088 + Penalty 2877.116102 = -655059.687986
  nChanged 28
		SP:Iteration 27Q (139936.050000 sec): 3 clusters
  Score: Raw -657945.825786 + Penalty 2877.116102 = -655068.709685
  nChanged 24
		SP:Iteration 28Q (139936.170000 sec): 3 clusters
  Score: Raw -657952.222319 + Penalty 2877.116102 = -655075.106218
  nChanged 17
		SP:Iteration 29Q (139936.290000 sec): 3 clusters
  Score: Raw -657956.399996 + Penalty 2877.116102 = -655079.283895
  nChanged 13
		SP:Iteration 30Q (139936.410000 sec): 3 clusters
  Score: Raw -657958.838640 + Penalty 2877.116102 = -655081.722539
  nChanged 8
		SP:Iteration 31Q (139936.530000 sec): 3 clusters
  Score: Raw -657960.837587 + Penalty 2877.116102 = -655083.721485
  nChanged 11
		SP:Iteration 32Q (139936.650000 sec): 3 clusters
  Score: Raw -657964.062192 + Penalty 2877.116102 = -655086.946091
  nChanged 10
		SP:Iteration 33Q (139936.760000 sec): 3 clusters
  Score: Raw -657966.547203 + Penalty 2877.116102 = -655089.431102
  nChanged 10
		SP:Iteration 34Q (139936.880000 sec): 3 clusters
  Score: Raw -657968.382560 + Penalty 2877.116102 = -655091.266459
  nChanged 7
		SP:Iteration 35Q (139937.000000 sec): 3 clusters
  Score: Raw -657969.787460 + Penalty 2877.116102 = -655092.671359
  nChanged 6
		SP:Iteration 36Q (139937.120000 sec): 3 clusters
  Score: Raw -657971.236575 + Penalty 2877.116102 = -655094.120473
  nChanged 8
		SP:Iteration 37Q (139937.240000 sec): 3 clusters
  Score: Raw -657973.577517 + Penalty 2877.116102 = -655096.461415
  nChanged 10
		SP:Iteration 38Q (139937.350000 sec): 3 clusters
  Score: Raw -657976.342716 + Penalty 2877.116102 = -655099.226615
  nChanged 5
		SP:Iteration 39Q (139937.470000 sec): 3 clusters
  Score: Raw -657977.943409 + Penalty 2877.116102 = -655100.827308
  nChanged 5
		SP:Iteration 40F (139937.600000 sec): 3 clusters
  Score: Raw -657979.474027 + Penalty 2877.116102 = -655102.357925
  nChanged 9
		SP:Iteration 41Q (139937.710000 sec): 3 clusters
  Score: Raw -657981.886083 + Penalty 2877.116102 = -655104.769981
  nChanged 7
		SP:Iteration 42Q (139937.830000 sec): 3 clusters
  Score: Raw -657983.429248 + Penalty 2877.116102 = -655106.313147
  nChanged 8
		SP:Iteration 43Q (139937.950000 sec): 3 clusters
  Score: Raw -657984.950568 + Penalty 2877.116102 = -655107.834467
  nChanged 8
		SP:Iteration 44Q (139938.060000 sec): 3 clusters
  Score: Raw -657986.272724 + Penalty 2877.116102 = -655109.156623
  nChanged 7
		SP:Iteration 45Q (139938.180000 sec): 3 clusters
  Score: Raw -657988.324497 + Penalty 2877.116102 = -655111.208395
  nChanged 7
		SP:Iteration 46Q (139938.290000 sec): 3 clusters
  Score: Raw -657989.447502 + Penalty 2877.116102 = -655112.331400
  nChanged 2
		SP:Iteration 47Q (139938.410000 sec): 3 clusters
  Score: Raw -657990.109943 + Penalty 2877.116102 = -655112.993842
  nChanged 4
		SP:Iteration 48Q (139938.530000 sec): 3 clusters
  Score: Raw -657990.997233 + Penalty 2877.116102 = -655113.881132
  nChanged 4
		SP:Iteration 49Q (139938.640000 sec): 3 clusters
  Score: Raw -657991.834758 + Penalty 2877.116102 = -655114.718657
  nChanged 3
		SP:Iteration 50Q (139938.760000 sec): 3 clusters
  Score: Raw -657992.181196 + Penalty 2877.116102 = -655115.065094
  nChanged 4
		SP:Iteration 51Q (139938.870000 sec): 3 clusters
  Score: Raw -657993.280593 + Penalty 2877.116102 = -655116.164491
  nChanged 8
		SP:Iteration 52Q (139938.990000 sec): 3 clusters
  Score: Raw -657995.302119 + Penalty 2877.116102 = -655118.186017
  nChanged 9
		SP:Iteration 53Q (139939.110000 sec): 3 clusters
  Score: Raw -657997.166464 + Penalty 2877.116102 = -655120.050363
  nChanged 8
		SP:Iteration 54Q (139939.220000 sec): 3 clusters
  Score: Raw -657999.564019 + Penalty 2877.116102 = -655122.447918
  nChanged 12
		SP:Iteration 55Q (139939.330000 sec): 3 clusters
  Score: Raw -658002.616755 + Penalty 2877.116102 = -655125.500654
  nChanged 9
		SP:Iteration 56Q (139939.450000 sec): 3 clusters
  Score: Raw -658004.425158 + Penalty 2877.116102 = -655127.309056
  nChanged 6
		SP:Iteration 57Q (139939.570000 sec): 3 clusters
  Score: Raw -658005.789537 + Penalty 2877.116102 = -655128.673435
  nChanged 4
		SP:Iteration 58Q (139939.680000 sec): 3 clusters
  Score: Raw -658006.364507 + Penalty 2877.116102 = -655129.248406
  nChanged 4
		SP:Iteration 59Q (139939.800000 sec): 3 clusters
  Score: Raw -658007.007009 + Penalty 2877.116102 = -655129.890908
  nChanged 3
		SP:Iteration 60F (139939.920000 sec): 3 clusters
  Score: Raw -658007.549680 + Penalty 2877.116102 = -655130.433578
  nChanged 3
		SP:Iteration 61Q (139940.030000 sec): 3 clusters
  Score: Raw -658008.161646 + Penalty 2877.116102 = -655131.045545
  nChanged 1
		SP:Iteration 62Q (139940.150000 sec): 3 clusters
  Score: Raw -658008.379356 + Penalty 2877.116102 = -655131.263255
  nChanged 3
		SP:Iteration 63Q (139940.270000 sec): 3 clusters
  Score: Raw -658009.023715 + Penalty 2877.116102 = -655131.907614
  nChanged 3
		SP:Iteration 64Q (139940.380000 sec): 3 clusters
  Score: Raw -658009.538532 + Penalty 2877.116102 = -655132.422430
  nChanged 2
		SP:Iteration 65Q (139940.490000 sec): 3 clusters
  Score: Raw -658009.760957 + Penalty 2877.116102 = -655132.644856
  nChanged 0
		SP:Iteration 66F (139940.620000 sec): 3 clusters
  Score: Raw -658009.760957 + Penalty 2877.116102 = -655132.644856
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 4 (3758 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (139940.690000 sec): 2 clusters
  Score: Raw -325302.373749 + Penalty 1337.641854 = -323964.731894
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (139940.770000 sec): 3 clusters
  Score: Raw -323433.508361 + Penalty 2675.283708 = -320758.224653
  nChanged 1476
		SP:Iteration 1F (139940.840000 sec): 3 clusters
  Score: Raw -324249.648558 + Penalty 2675.283708 = -321574.364849
  nChanged 288
		SP:Iteration 2F (139940.910000 sec): 3 clusters
  Score: Raw -324428.803278 + Penalty 2675.283708 = -321753.519570
  nChanged 223
		SP:Iteration 3F (139940.990000 sec): 3 clusters
  Score: Raw -324543.783074 + Penalty 2675.283708 = -321868.499365
  nChanged 160
		SP:Iteration 4Q (139941.060000 sec): 3 clusters
  Score: Raw -324608.871231 + Penalty 2675.283708 = -321933.587522
  nChanged 104
		SP:Iteration 5Q (139941.130000 sec): 3 clusters
  Score: Raw -324651.692820 + Penalty 2675.283708 = -321976.409112
  nChanged 80
		SP:Iteration 6Q (139941.200000 sec): 3 clusters
  Score: Raw -324678.471577 + Penalty 2675.283708 = -322003.187869
  nChanged 65
		SP:Iteration 7Q (139941.270000 sec): 3 clusters
  Score: Raw -324701.469161 + Penalty 2675.283708 = -322026.185452
  nChanged 52
		SP:Iteration 8Q (139941.340000 sec): 3 clusters
  Score: Raw -324718.411280 + Penalty 2675.283708 = -322043.127572
  nChanged 43
		SP:Iteration 9Q (139941.410000 sec): 3 clusters
  Score: Raw -324731.782206 + Penalty 2675.283708 = -322056.498497
  nChanged 42
		SP:Iteration 10Q (139941.490000 sec): 3 clusters
  Score: Raw -324744.404549 + Penalty 2675.283708 = -322069.120841
  nChanged 35
		SP:Iteration 11Q (139941.560000 sec): 3 clusters
  Score: Raw -324753.687908 + Penalty 2675.283708 = -322078.404199
  nChanged 33
		SP:Iteration 12Q (139941.630000 sec): 3 clusters
  Score: Raw -324760.530738 + Penalty 2675.283708 = -322085.247030
  nChanged 22
		SP:Iteration 13Q (139941.700000 sec): 3 clusters
  Score: Raw -324765.208509 + Penalty 2675.283708 = -322089.924801
  nChanged 22
		SP:Iteration 14Q (139941.770000 sec): 3 clusters
  Score: Raw -324769.619869 + Penalty 2675.283708 = -322094.336161
  nChanged 14
		SP:Iteration 15Q (139941.840000 sec): 3 clusters
  Score: Raw -324772.529128 + Penalty 2675.283708 = -322097.245419
  nChanged 13
		SP:Iteration 16Q (139941.910000 sec): 3 clusters
  Score: Raw -324776.386395 + Penalty 2675.283708 = -322101.102686
  nChanged 21
		SP:Iteration 17Q (139941.990000 sec): 3 clusters
  Score: Raw -324785.282616 + Penalty 2675.283708 = -322109.998907
  nChanged 21
		SP:Iteration 18Q (139942.060000 sec): 3 clusters
  Score: Raw -324793.627678 + Penalty 2675.283708 = -322118.343970
  nChanged 29
		SP:Iteration 19Q (139942.130000 sec): 3 clusters
  Score: Raw -324803.036264 + Penalty 2675.283708 = -322127.752556
  nChanged 31
		SP:Iteration 20F (139942.200000 sec): 3 clusters
  Score: Raw -324812.887003 + Penalty 2675.283708 = -322137.603294
  nChanged 26
		SP:Iteration 21Q (139942.270000 sec): 3 clusters
  Score: Raw -324821.718978 + Penalty 2675.283708 = -322146.435269
  nChanged 35
		SP:Iteration 22Q (139942.340000 sec): 3 clusters
  Score: Raw -324834.414391 + Penalty 2675.283708 = -322159.130683
  nChanged 33
		SP:Iteration 23Q (139942.410000 sec): 3 clusters
  Score: Raw -324844.478097 + Penalty 2675.283708 = -322169.194388
  nChanged 35
		SP:Iteration 24Q (139942.490000 sec): 3 clusters
  Score: Raw -324854.718461 + Penalty 2675.283708 = -322179.434753
  nChanged 38
		SP:Iteration 25Q (139942.550000 sec): 3 clusters
  Score: Raw -324868.306714 + Penalty 2675.283708 = -322193.023005
  nChanged 44
		SP:Iteration 26Q (139942.630000 sec): 3 clusters
  Score: Raw -324882.346231 + Penalty 2675.283708 = -322207.062523
  nChanged 39
		SP:Iteration 27Q (139942.700000 sec): 3 clusters
  Score: Raw -324899.185726 + Penalty 2675.283708 = -322223.902017
  nChanged 43
		SP:Iteration 28Q (139942.770000 sec): 3 clusters
  Score: Raw -324917.290505 + Penalty 2675.283708 = -322242.006797
  nChanged 39
		SP:Iteration 29Q (139942.840000 sec): 3 clusters
  Score: Raw -324930.320737 + Penalty 2675.283708 = -322255.037028
  nChanged 34
		SP:Iteration 30Q (139942.910000 sec): 3 clusters
  Score: Raw -324940.838287 + Penalty 2675.283708 = -322265.554579
  nChanged 37
		SP:Iteration 31Q (139942.990000 sec): 3 clusters
  Score: Raw -324953.229951 + Penalty 2675.283708 = -322277.946242
  nChanged 31
		SP:Iteration 32Q (139943.060000 sec): 3 clusters
  Score: Raw -324965.133400 + Penalty 2675.283708 = -322289.849691
  nChanged 37
		SP:Iteration 33Q (139943.130000 sec): 3 clusters
  Score: Raw -324979.503976 + Penalty 2675.283708 = -322304.220267
  nChanged 38
		SP:Iteration 34Q (139943.200000 sec): 3 clusters
  Score: Raw -324994.405830 + Penalty 2675.283708 = -322319.122121
  nChanged 45
		SP:Iteration 35Q (139943.270000 sec): 3 clusters
  Score: Raw -325012.132034 + Penalty 2675.283708 = -322336.848325
  nChanged 49
		SP:Iteration 36Q (139943.340000 sec): 3 clusters
  Score: Raw -325033.669378 + Penalty 2675.283708 = -322358.385669
  nChanged 60
		SP:Iteration 37Q (139943.410000 sec): 3 clusters
  Score: Raw -325063.240791 + Penalty 2675.283708 = -322387.957083
  nChanged 67
		SP:Iteration 38Q (139943.490000 sec): 3 clusters
  Score: Raw -325098.009707 + Penalty 2675.283708 = -322422.725999
  nChanged 72
		SP:Iteration 39Q (139943.560000 sec): 3 clusters
  Score: Raw -325142.849770 + Penalty 2675.283708 = -322467.566062
  nChanged 57
		SP:Iteration 40F (139943.630000 sec): 3 clusters
  Score: Raw -325182.956661 + Penalty 2675.283708 = -322507.672953
  nChanged 56
		SP:Iteration 41Q (139943.700000 sec): 3 clusters
  Score: Raw -325230.696266 + Penalty 2675.283708 = -322555.412558
  nChanged 63
		SP:Iteration 42Q (139943.770000 sec): 3 clusters
  Score: Raw -325271.183298 + Penalty 2675.283708 = -322595.899589
  nChanged 48
		SP:Iteration 43Q (139943.840000 sec): 3 clusters
  Score: Raw -325305.447503 + Penalty 2675.283708 = -322630.163794
  nChanged 50
		SP:Iteration 44Q (139943.910000 sec): 3 clusters
  Score: Raw -325339.565848 + Penalty 2675.283708 = -322664.282140
  nChanged 42
		SP:Iteration 45Q (139943.980000 sec): 3 clusters
  Score: Raw -325367.997473 + Penalty 2675.283708 = -322692.713765
  nChanged 37
		SP:Iteration 46Q (139944.050000 sec): 3 clusters
  Score: Raw -325393.319529 + Penalty 2675.283708 = -322718.035821
  nChanged 34
		SP:Iteration 47Q (139944.120000 sec): 3 clusters
  Score: Raw -325413.586399 + Penalty 2675.283708 = -322738.302691
  nChanged 31
		SP:Iteration 48Q (139944.190000 sec): 3 clusters
  Score: Raw -325434.017778 + Penalty 2675.283708 = -322758.734070
  nChanged 26
		SP:Iteration 49Q (139944.260000 sec): 3 clusters
  Score: Raw -325454.135886 + Penalty 2675.283708 = -322778.852177
  nChanged 24
		SP:Iteration 50Q (139944.330000 sec): 3 clusters
  Score: Raw -325470.352556 + Penalty 2675.283708 = -322795.068847
  nChanged 18
		SP:Iteration 51Q (139944.400000 sec): 3 clusters
  Score: Raw -325486.236325 + Penalty 2675.283708 = -322810.952616
  nChanged 20
		SP:Iteration 52Q (139944.470000 sec): 3 clusters
  Score: Raw -325500.105613 + Penalty 2675.283708 = -322824.821905
  nChanged 21
		SP:Iteration 53Q (139944.540000 sec): 3 clusters
  Score: Raw -325514.941827 + Penalty 2675.283708 = -322839.658119
  nChanged 23
		SP:Iteration 54Q (139944.610000 sec): 3 clusters
  Score: Raw -325538.186270 + Penalty 2675.283708 = -322862.902562
  nChanged 19
		SP:Iteration 55Q (139944.670000 sec): 3 clusters
  Score: Raw -325552.215004 + Penalty 2675.283708 = -322876.931296
  nChanged 8
		SP:Iteration 56Q (139944.740000 sec): 3 clusters
  Score: Raw -325558.526219 + Penalty 2675.283708 = -322883.242511
  nChanged 10
		SP:Iteration 57Q (139944.810000 sec): 3 clusters
  Score: Raw -325567.560543 + Penalty 2675.283708 = -322892.276835
  nChanged 10
		SP:Iteration 58Q (139944.880000 sec): 3 clusters
  Score: Raw -325575.470782 + Penalty 2675.283708 = -322900.187073
  nChanged 8
		SP:Iteration 59Q (139944.950000 sec): 3 clusters
  Score: Raw -325580.946344 + Penalty 2675.283708 = -322905.662636
  nChanged 6
		SP:Iteration 60F (139945.010000 sec): 3 clusters
  Score: Raw -325585.386484 + Penalty 2675.283708 = -322910.102775
  nChanged 7
		SP:Iteration 61Q (139945.080000 sec): 3 clusters
  Score: Raw -325590.839429 + Penalty 2675.283708 = -322915.555721
  nChanged 9
		SP:Iteration 62Q (139945.150000 sec): 3 clusters
  Score: Raw -325598.748603 + Penalty 2675.283708 = -322923.464894
  nChanged 5
		SP:Iteration 63Q (139945.220000 sec): 3 clusters
  Score: Raw -325603.462166 + Penalty 2675.283708 = -322928.178458
  nChanged 7
		SP:Iteration 64Q (139945.290000 sec): 3 clusters
  Score: Raw -325610.968036 + Penalty 2675.283708 = -322935.684327
  nChanged 4
		SP:Iteration 65Q (139945.350000 sec): 3 clusters
  Score: Raw -325613.059090 + Penalty 2675.283708 = -322937.775382
  nChanged 4
		SP:Iteration 66Q (139945.420000 sec): 3 clusters
  Score: Raw -325616.258778 + Penalty 2675.283708 = -322940.975069
  nChanged 2
		SP:Iteration 67Q (139945.490000 sec): 3 clusters
  Score: Raw -325617.442738 + Penalty 2675.283708 = -322942.159029
  nChanged 3
		SP:Iteration 68Q (139945.550000 sec): 3 clusters
  Score: Raw -325619.262718 + Penalty 2675.283708 = -322943.979010
  nChanged 2
		SP:Iteration 69Q (139945.620000 sec): 3 clusters
  Score: Raw -325621.695429 + Penalty 2675.283708 = -322946.411721
  nChanged 2
		SP:Iteration 70Q (139945.690000 sec): 3 clusters
  Score: Raw -325623.473178 + Penalty 2675.283708 = -322948.189469
  nChanged 3
		SP:Iteration 71Q (139945.760000 sec): 3 clusters
  Score: Raw -325625.567347 + Penalty 2675.283708 = -322950.283638
  nChanged 3
		SP:Iteration 72Q (139945.820000 sec): 3 clusters
  Score: Raw -325628.597157 + Penalty 2675.283708 = -322953.313449
  nChanged 3
		SP:Iteration 73Q (139945.890000 sec): 3 clusters
  Score: Raw -325632.963236 + Penalty 2675.283708 = -322957.679527
  nChanged 4
		SP:Iteration 74Q (139945.960000 sec): 3 clusters
  Score: Raw -325636.080359 + Penalty 2675.283708 = -322960.796650
  nChanged 4
		SP:Iteration 75Q (139946.030000 sec): 3 clusters
  Score: Raw -325639.588570 + Penalty 2675.283708 = -322964.304861
  nChanged 4
		SP:Iteration 76Q (139946.090000 sec): 3 clusters
  Score: Raw -325643.488685 + Penalty 2675.283708 = -322968.204977
  nChanged 2
		SP:Iteration 77Q (139946.160000 sec): 3 clusters
  Score: Raw -325645.329099 + Penalty 2675.283708 = -322970.045391
  nChanged 2
		SP:Iteration 78Q (139946.230000 sec): 3 clusters
  Score: Raw -325648.104642 + Penalty 2675.283708 = -322972.820934
  nChanged 5
		SP:Iteration 79Q (139946.290000 sec): 3 clusters
  Score: Raw -325653.900091 + Penalty 2675.283708 = -322978.616383
  nChanged 6
		SP:Iteration 80F (139946.360000 sec): 3 clusters
  Score: Raw -325661.920526 + Penalty 2675.283708 = -322986.636818
  nChanged 5
		SP:Iteration 81Q (139946.430000 sec): 3 clusters
  Score: Raw -325666.858158 + Penalty 2675.283708 = -322991.574449
  nChanged 3
		SP:Iteration 82Q (139946.490000 sec): 3 clusters
  Score: Raw -325670.476060 + Penalty 2675.283708 = -322995.192352
  nChanged 3
		SP:Iteration 83Q (139946.560000 sec): 3 clusters
  Score: Raw -325672.700949 + Penalty 2675.283708 = -322997.417241
  nChanged 3
		SP:Iteration 84Q (139946.630000 sec): 3 clusters
  Score: Raw -325676.134249 + Penalty 2675.283708 = -323000.850540
  nChanged 3
		SP:Iteration 85Q (139946.690000 sec): 3 clusters
  Score: Raw -325683.302511 + Penalty 2675.283708 = -323008.018803
  nChanged 6
		SP:Iteration 86Q (139946.760000 sec): 3 clusters
  Score: Raw -325690.682706 + Penalty 2675.283708 = -323015.398998
  nChanged 2
		SP:Iteration 87Q (139946.830000 sec): 3 clusters
  Score: Raw -325692.944898 + Penalty 2675.283708 = -323017.661189
  nChanged 1
		SP:Iteration 88Q (139946.890000 sec): 3 clusters
  Score: Raw -325694.139225 + Penalty 2675.283708 = -323018.855516
  nChanged 0
		SP:Iteration 89F (139946.970000 sec): 3 clusters
  Score: Raw -325694.139225 + Penalty 2675.283708 = -323018.855516
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 5 (1783 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (139947.030000 sec): 2 clusters
  Score: Raw -148928.424713 + Penalty 1216.483550 = -147711.941162
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (139947.060000 sec): 3 clusters
  Score: Raw -148249.244896 + Penalty 2432.967101 = -145816.277795
  nChanged 611
		SP:Iteration 1F (139947.100000 sec): 3 clusters
  Score: Raw -148711.205948 + Penalty 2432.967101 = -146278.238847
  nChanged 143
		SP:Iteration 2F (139947.130000 sec): 3 clusters
  Score: Raw -148838.854501 + Penalty 2432.967101 = -146405.887400
  nChanged 87
		SP:Iteration 3Q (139947.170000 sec): 3 clusters
  Score: Raw -148908.862928 + Penalty 2432.967101 = -146475.895827
  nChanged 68
		SP:Iteration 4Q (139947.200000 sec): 3 clusters
  Score: Raw -148966.152776 + Penalty 2432.967101 = -146533.185675
  nChanged 50
		SP:Iteration 5Q (139947.230000 sec): 3 clusters
  Score: Raw -149005.590840 + Penalty 2432.967101 = -146572.623739
  nChanged 38
		SP:Iteration 6Q (139947.270000 sec): 3 clusters
  Score: Raw -149044.469983 + Penalty 2432.967101 = -146611.502882
  nChanged 46
		SP:Iteration 7Q (139947.300000 sec): 3 clusters
  Score: Raw -149073.656010 + Penalty 2432.967101 = -146640.688909
  nChanged 37
		SP:Iteration 8Q (139947.340000 sec): 3 clusters
  Score: Raw -149110.735375 + Penalty 2432.967101 = -146677.768274
  nChanged 38
		SP:Iteration 9Q (139947.370000 sec): 3 clusters
  Score: Raw -149149.554652 + Penalty 2432.967101 = -146716.587551
  nChanged 25
		SP:Iteration 10Q (139947.410000 sec): 3 clusters
  Score: Raw -149170.543354 + Penalty 2432.967101 = -146737.576253
  nChanged 25
		SP:Iteration 11Q (139947.440000 sec): 3 clusters
  Score: Raw -149189.006218 + Penalty 2432.967101 = -146756.039117
  nChanged 21
		SP:Iteration 12Q (139947.470000 sec): 3 clusters
  Score: Raw -149204.543360 + Penalty 2432.967101 = -146771.576260
  nChanged 18
		SP:Iteration 13Q (139947.510000 sec): 3 clusters
  Score: Raw -149216.285874 + Penalty 2432.967101 = -146783.318773
  nChanged 20
		SP:Iteration 14Q (139947.540000 sec): 3 clusters
  Score: Raw -149232.106712 + Penalty 2432.967101 = -146799.139611
  nChanged 24
		SP:Iteration 15Q (139947.580000 sec): 3 clusters
  Score: Raw -149250.030855 + Penalty 2432.967101 = -146817.063754
  nChanged 21
		SP:Iteration 16Q (139947.610000 sec): 3 clusters
  Score: Raw -149262.420887 + Penalty 2432.967101 = -146829.453786
  nChanged 15
		SP:Iteration 17Q (139947.650000 sec): 3 clusters
  Score: Raw -149269.467683 + Penalty 2432.967101 = -146836.500582
  nChanged 10
		SP:Iteration 18Q (139947.680000 sec): 3 clusters
  Score: Raw -149275.807568 + Penalty 2432.967101 = -146842.840468
  nChanged 16
		SP:Iteration 19Q (139947.710000 sec): 3 clusters
  Score: Raw -149285.082724 + Penalty 2432.967101 = -146852.115623
  nChanged 13
		SP:Iteration 20F (139947.750000 sec): 3 clusters
  Score: Raw -149296.207812 + Penalty 2432.967101 = -146863.240711
  nChanged 17
		SP:Iteration 21Q (139947.780000 sec): 3 clusters
  Score: Raw -149311.569085 + Penalty 2432.967101 = -146878.601984
  nChanged 16
		SP:Iteration 22Q (139947.820000 sec): 3 clusters
  Score: Raw -149324.910580 + Penalty 2432.967101 = -146891.943479
  nChanged 16
		SP:Iteration 23Q (139947.850000 sec): 3 clusters
  Score: Raw -149335.332428 + Penalty 2432.967101 = -146902.365327
  nChanged 16
		SP:Iteration 24Q (139947.890000 sec): 3 clusters
  Score: Raw -149349.607448 + Penalty 2432.967101 = -146916.640347
  nChanged 15
		SP:Iteration 25Q (139947.920000 sec): 3 clusters
  Score: Raw -149361.325035 + Penalty 2432.967101 = -146928.357934
  nChanged 15
		SP:Iteration 26Q (139947.950000 sec): 3 clusters
  Score: Raw -149375.059556 + Penalty 2432.967101 = -146942.092455
  nChanged 13
		SP:Iteration 27Q (139947.990000 sec): 3 clusters
  Score: Raw -149384.323641 + Penalty 2432.967101 = -146951.356540
  nChanged 12
		SP:Iteration 28Q (139948.020000 sec): 3 clusters
  Score: Raw -149397.454365 + Penalty 2432.967101 = -146964.487264
  nChanged 18
		SP:Iteration 29Q (139948.050000 sec): 3 clusters
  Score: Raw -149419.305622 + Penalty 2432.967101 = -146986.338521
  nChanged 30
		SP:Iteration 30Q (139948.090000 sec): 3 clusters
  Score: Raw -149450.486758 + Penalty 2432.967101 = -147017.519657
  nChanged 29
		SP:Iteration 31Q (139948.120000 sec): 3 clusters
  Score: Raw -149477.626668 + Penalty 2432.967101 = -147044.659567
  nChanged 24
		SP:Iteration 32Q (139948.150000 sec): 3 clusters
  Score: Raw -149495.396855 + Penalty 2432.967101 = -147062.429754
  nChanged 17
		SP:Iteration 33Q (139948.190000 sec): 3 clusters
  Score: Raw -149512.365674 + Penalty 2432.967101 = -147079.398573
  nChanged 21
		SP:Iteration 34Q (139948.220000 sec): 3 clusters
  Score: Raw -149529.761334 + Penalty 2432.967101 = -147096.794233
  nChanged 18
		SP:Iteration 35Q (139948.250000 sec): 3 clusters
  Score: Raw -149551.144775 + Penalty 2432.967101 = -147118.177674
  nChanged 16
		SP:Iteration 36Q (139948.280000 sec): 3 clusters
  Score: Raw -149564.252938 + Penalty 2432.967101 = -147131.285837
  nChanged 20
		SP:Iteration 37Q (139948.320000 sec): 3 clusters
  Score: Raw -149579.657049 + Penalty 2432.967101 = -147146.689948
  nChanged 18
		SP:Iteration 38Q (139948.350000 sec): 3 clusters
  Score: Raw -149595.129131 + Penalty 2432.967101 = -147162.162030
  nChanged 16
		SP:Iteration 39Q (139948.380000 sec): 3 clusters
  Score: Raw -149613.131199 + Penalty 2432.967101 = -147180.164099
  nChanged 16
		SP:Iteration 40F (139948.410000 sec): 3 clusters
  Score: Raw -149628.665020 + Penalty 2432.967101 = -147195.697919
  nChanged 15
		SP:Iteration 41Q (139948.450000 sec): 3 clusters
  Score: Raw -149647.360452 + Penalty 2432.967101 = -147214.393352
  nChanged 21
		SP:Iteration 42Q (139948.480000 sec): 3 clusters
  Score: Raw -149669.453040 + Penalty 2432.967101 = -147236.485939
  nChanged 11
		SP:Iteration 43Q (139948.510000 sec): 3 clusters
  Score: Raw -149678.202557 + Penalty 2432.967101 = -147245.235456
  nChanged 8
		SP:Iteration 44Q (139948.540000 sec): 3 clusters
  Score: Raw -149685.829888 + Penalty 2432.967101 = -147252.862787
  nChanged 5
		SP:Iteration 45Q (139948.570000 sec): 3 clusters
  Score: Raw -149693.005031 + Penalty 2432.967101 = -147260.037930
  nChanged 8
		SP:Iteration 46Q (139948.610000 sec): 3 clusters
  Score: Raw -149701.452831 + Penalty 2432.967101 = -147268.485730
  nChanged 6
		SP:Iteration 47Q (139948.640000 sec): 3 clusters
  Score: Raw -149707.736197 + Penalty 2432.967101 = -147274.769096
  nChanged 7
		SP:Iteration 48Q (139948.670000 sec): 3 clusters
  Score: Raw -149713.766457 + Penalty 2432.967101 = -147280.799356
  nChanged 8
		SP:Iteration 49Q (139948.700000 sec): 3 clusters
  Score: Raw -149719.128492 + Penalty 2432.967101 = -147286.161391
  nChanged 5
		SP:Iteration 50Q (139948.730000 sec): 3 clusters
  Score: Raw -149722.440708 + Penalty 2432.967101 = -147289.473607
  nChanged 2
		SP:Iteration 51Q (139948.770000 sec): 3 clusters
  Score: Raw -149723.334117 + Penalty 2432.967101 = -147290.367016
  nChanged 3
		SP:Iteration 52Q (139948.800000 sec): 3 clusters
  Score: Raw -149724.801226 + Penalty 2432.967101 = -147291.834125
  nChanged 0
		SP:Iteration 53F (139948.830000 sec): 3 clusters
  Score: Raw -149724.801226 + Penalty 2432.967101 = -147291.834125
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 6 (1224 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (139948.880000 sec): 2 clusters
  Score: Raw -91659.193627 + Penalty 1155.355413 = -90503.838214
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (139948.910000 sec): 3 clusters
  Score: Raw -91259.960617 + Penalty 2310.710825 = -88949.249792
  nChanged 410
		SP:Iteration 1F (139948.930000 sec): 3 clusters
  Score: Raw -91637.601222 + Penalty 2310.710825 = -89326.890396
  nChanged 105
		SP:Iteration 2F (139948.950000 sec): 3 clusters
  Score: Raw -91757.129309 + Penalty 2310.710825 = -89446.418484
  nChanged 59
		SP:Iteration 3Q (139948.980000 sec): 3 clusters
  Score: Raw -91812.331063 + Penalty 2310.710825 = -89501.620237
  nChanged 30
		SP:Iteration 4Q (139949.000000 sec): 3 clusters
  Score: Raw -91840.094885 + Penalty 2310.710825 = -89529.384059
  nChanged 23
		SP:Iteration 5Q (139949.030000 sec): 3 clusters
  Score: Raw -91863.444381 + Penalty 2310.710825 = -89552.733556
  nChanged 21
		SP:Iteration 6Q (139949.050000 sec): 3 clusters
  Score: Raw -91894.092639 + Penalty 2310.710825 = -89583.381814
  nChanged 24
		SP:Iteration 7Q (139949.070000 sec): 3 clusters
  Score: Raw -91914.680954 + Penalty 2310.710825 = -89603.970129
  nChanged 19
		SP:Iteration 8Q (139949.100000 sec): 3 clusters
  Score: Raw -91928.783329 + Penalty 2310.710825 = -89618.072503
  nChanged 17
		SP:Iteration 9Q (139949.120000 sec): 3 clusters
  Score: Raw -91943.293717 + Penalty 2310.710825 = -89632.582891
  nChanged 14
		SP:Iteration 10Q (139949.150000 sec): 3 clusters
  Score: Raw -91959.681501 + Penalty 2310.710825 = -89648.970675
  nChanged 6
		SP:Iteration 11Q (139949.170000 sec): 3 clusters
  Score: Raw -91964.432715 + Penalty 2310.710825 = -89653.721890
  nChanged 5
		SP:Iteration 12Q (139949.190000 sec): 3 clusters
  Score: Raw -91968.924223 + Penalty 2310.710825 = -89658.213398
  nChanged 5
		SP:Iteration 13Q (139949.220000 sec): 3 clusters
  Score: Raw -91973.050848 + Penalty 2310.710825 = -89662.340022
  nChanged 4
		SP:Iteration 14Q (139949.240000 sec): 3 clusters
  Score: Raw -91975.613442 + Penalty 2310.710825 = -89664.902616
  nChanged 3
		SP:Iteration 15Q (139949.270000 sec): 3 clusters
  Score: Raw -91977.093637 + Penalty 2310.710825 = -89666.382811
  nChanged 2
		SP:Iteration 16Q (139949.290000 sec): 3 clusters
  Score: Raw -91978.021629 + Penalty 2310.710825 = -89667.310804
  nChanged 0
		SP:Iteration 17F (139949.310000 sec): 3 clusters
  Score: Raw -91978.021629 + Penalty 2310.710825 = -89667.310804
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 7 (3642 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (139949.390000 sec): 2 clusters
  Score: Raw -292552.987889 + Penalty 1332.546842 = -291220.441047
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (139949.450000 sec): 3 clusters
  Score: Raw -290802.873619 + Penalty 2665.093685 = -288137.779935
  nChanged 1410
		SP:Iteration 1F (139949.520000 sec): 3 clusters
  Score: Raw -291767.227348 + Penalty 2665.093685 = -289102.133664
  nChanged 341
		SP:Iteration 2F (139949.590000 sec): 3 clusters
  Score: Raw -292101.133373 + Penalty 2665.093685 = -289436.039688
  nChanged 294
		SP:Iteration 3F (139949.660000 sec): 3 clusters
  Score: Raw -292419.638157 + Penalty 2665.093685 = -289754.544472
  nChanged 255
		SP:Iteration 4F (139949.730000 sec): 3 clusters
  Score: Raw -292642.645689 + Penalty 2665.093685 = -289977.552004
  nChanged 177
		SP:Iteration 5Q (139949.790000 sec): 3 clusters
  Score: Raw -292759.727061 + Penalty 2665.093685 = -290094.633376
  nChanged 134
		SP:Iteration 6Q (139949.860000 sec): 3 clusters
  Score: Raw -292835.307102 + Penalty 2665.093685 = -290170.213418
  nChanged 101
		SP:Iteration 7Q (139949.930000 sec): 3 clusters
  Score: Raw -292894.966741 + Penalty 2665.093685 = -290229.873056
  nChanged 76
		SP:Iteration 8Q (139950.000000 sec): 3 clusters
  Score: Raw -292935.885652 + Penalty 2665.093685 = -290270.791967
  nChanged 60
		SP:Iteration 9Q (139950.070000 sec): 3 clusters
  Score: Raw -292968.204109 + Penalty 2665.093685 = -290303.110425
  nChanged 53
		SP:Iteration 10Q (139950.140000 sec): 3 clusters
  Score: Raw -292993.144817 + Penalty 2665.093685 = -290328.051132
  nChanged 45
		SP:Iteration 11Q (139950.210000 sec): 3 clusters
  Score: Raw -293014.091584 + Penalty 2665.093685 = -290348.997899
  nChanged 35
		SP:Iteration 12Q (139950.270000 sec): 3 clusters
  Score: Raw -293033.012339 + Penalty 2665.093685 = -290367.918654
  nChanged 27
		SP:Iteration 13Q (139950.340000 sec): 3 clusters
  Score: Raw -293047.651094 + Penalty 2665.093685 = -290382.557409
  nChanged 23
		SP:Iteration 14Q (139950.410000 sec): 3 clusters
  Score: Raw -293059.916639 + Penalty 2665.093685 = -290394.822955
  nChanged 19
		SP:Iteration 15Q (139950.480000 sec): 3 clusters
  Score: Raw -293066.365051 + Penalty 2665.093685 = -290401.271366
  nChanged 12
		SP:Iteration 16Q (139950.550000 sec): 3 clusters
  Score: Raw -293071.945631 + Penalty 2665.093685 = -290406.851946
  nChanged 16
		SP:Iteration 17Q (139950.610000 sec): 3 clusters
  Score: Raw -293079.548149 + Penalty 2665.093685 = -290414.454464
  nChanged 18
		SP:Iteration 18Q (139950.690000 sec): 3 clusters
  Score: Raw -293088.700978 + Penalty 2665.093685 = -290423.607294
  nChanged 19
		SP:Iteration 19Q (139950.750000 sec): 3 clusters
  Score: Raw -293095.378385 + Penalty 2665.093685 = -290430.284700
  nChanged 13
		SP:Iteration 20F (139950.820000 sec): 3 clusters
  Score: Raw -293101.146577 + Penalty 2665.093685 = -290436.052893
  nChanged 10
		SP:Iteration 21Q (139950.890000 sec): 3 clusters
  Score: Raw -293105.521337 + Penalty 2665.093685 = -290440.427652
  nChanged 10
		SP:Iteration 22Q (139950.960000 sec): 3 clusters
  Score: Raw -293109.282377 + Penalty 2665.093685 = -290444.188692
  nChanged 7
		SP:Iteration 23Q (139951.030000 sec): 3 clusters
  Score: Raw -293110.964460 + Penalty 2665.093685 = -290445.870775
  nChanged 3
		SP:Iteration 24Q (139951.100000 sec): 3 clusters
  Score: Raw -293111.844900 + Penalty 2665.093685 = -290446.751215
  nChanged 2
		SP:Iteration 25Q (139951.170000 sec): 3 clusters
  Score: Raw -293112.196641 + Penalty 2665.093685 = -290447.102957
  nChanged 4
		SP:Iteration 26Q (139951.230000 sec): 3 clusters
  Score: Raw -293113.068838 + Penalty 2665.093685 = -290447.975154
  nChanged 4
		SP:Iteration 27Q (139951.300000 sec): 3 clusters
  Score: Raw -293114.153727 + Penalty 2665.093685 = -290449.060043
  nChanged 5
		SP:Iteration 28Q (139951.370000 sec): 3 clusters
  Score: Raw -293115.234835 + Penalty 2665.093685 = -290450.141150
  nChanged 6
		SP:Iteration 29Q (139951.440000 sec): 3 clusters
  Score: Raw -293116.684810 + Penalty 2665.093685 = -290451.591125
  nChanged 5
		SP:Iteration 30Q (139951.510000 sec): 3 clusters
  Score: Raw -293118.315198 + Penalty 2665.093685 = -290453.221513
  nChanged 4
		SP:Iteration 31Q (139951.570000 sec): 3 clusters
  Score: Raw -293119.038560 + Penalty 2665.093685 = -290453.944875
  nChanged 2
		SP:Iteration 32Q (139951.640000 sec): 3 clusters
  Score: Raw -293119.473327 + Penalty 2665.093685 = -290454.379643
  nChanged 1
		SP:Iteration 33Q (139951.710000 sec): 3 clusters
  Score: Raw -293119.609271 + Penalty 2665.093685 = -290454.515586
  nChanged 0
		SP:Iteration 34F (139951.780000 sec): 3 clusters
  Score: Raw -293119.609271 + Penalty 2665.093685 = -290454.515586
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 8 (6326 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (139951.880000 sec): 2 clusters
  Score: Raw -539279.497958 + Penalty 1422.268803 = -537857.229154
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (139952.020000 sec): 3 clusters
  Score: Raw -535997.349419 + Penalty 2844.537606 = -533152.811813
  nChanged 2590
		SP:Iteration 1F (139952.120000 sec): 3 clusters
  Score: Raw -537646.676294 + Penalty 2844.537606 = -534802.138688
  nChanged 527
		SP:Iteration 2F (139952.230000 sec): 3 clusters
  Score: Raw -538091.406066 + Penalty 2844.537606 = -535246.868460
  nChanged 449
		SP:Iteration 3F (139952.330000 sec): 3 clusters
  Score: Raw -538424.329945 + Penalty 2844.537606 = -535579.792339
  nChanged 357
		SP:Iteration 4F (139952.440000 sec): 3 clusters
  Score: Raw -538668.702773 + Penalty 2844.537606 = -535824.165167
  nChanged 292
		SP:Iteration 5Q (139952.550000 sec): 3 clusters
  Score: Raw -538875.014164 + Penalty 2844.537606 = -536030.476557
  nChanged 258
		SP:Iteration 6Q (139952.660000 sec): 3 clusters
  Score: Raw -539054.135803 + Penalty 2844.537606 = -536209.598197
  nChanged 221
		SP:Iteration 7Q (139952.770000 sec): 3 clusters
  Score: Raw -539195.810325 + Penalty 2844.537606 = -536351.272719
  nChanged 163
		SP:Iteration 8Q (139952.870000 sec): 3 clusters
  Score: Raw -539296.351892 + Penalty 2844.537606 = -536451.814286
  nChanged 156
		SP:Iteration 9Q (139952.980000 sec): 3 clusters
  Score: Raw -539394.765624 + Penalty 2844.537606 = -536550.228017
  nChanged 130
		SP:Iteration 10Q (139953.080000 sec): 3 clusters
  Score: Raw -539469.314581 + Penalty 2844.537606 = -536624.776974
  nChanged 98
		SP:Iteration 11Q (139953.190000 sec): 3 clusters
  Score: Raw -539522.124954 + Penalty 2844.537606 = -536677.587347
  nChanged 83
		SP:Iteration 12Q (139953.290000 sec): 3 clusters
  Score: Raw -539560.649258 + Penalty 2844.537606 = -536716.111652
  nChanged 58
		SP:Iteration 13Q (139953.390000 sec): 3 clusters
  Score: Raw -539585.656562 + Penalty 2844.537606 = -536741.118956
  nChanged 50
		SP:Iteration 14Q (139953.500000 sec): 3 clusters
  Score: Raw -539606.751855 + Penalty 2844.537606 = -536762.214249
  nChanged 42
		SP:Iteration 15Q (139953.610000 sec): 3 clusters
  Score: Raw -539625.590157 + Penalty 2844.537606 = -536781.052551
  nChanged 33
		SP:Iteration 16Q (139953.710000 sec): 3 clusters
  Score: Raw -539640.321242 + Penalty 2844.537606 = -536795.783636
  nChanged 31
		SP:Iteration 17Q (139953.820000 sec): 3 clusters
  Score: Raw -539654.627814 + Penalty 2844.537606 = -536810.090208
  nChanged 24
		SP:Iteration 18Q (139953.930000 sec): 3 clusters
  Score: Raw -539662.485775 + Penalty 2844.537606 = -536817.948169
  nChanged 24
		SP:Iteration 19Q (139954.030000 sec): 3 clusters
  Score: Raw -539671.404379 + Penalty 2844.537606 = -536826.866773
  nChanged 19
		SP:Iteration 20F (139954.130000 sec): 3 clusters
  Score: Raw -539679.351782 + Penalty 2844.537606 = -536834.814175
  nChanged 24
		SP:Iteration 21Q (139954.240000 sec): 3 clusters
  Score: Raw -539685.703538 + Penalty 2844.537606 = -536841.165932
  nChanged 19
		SP:Iteration 22Q (139954.340000 sec): 3 clusters
  Score: Raw -539691.695397 + Penalty 2844.537606 = -536847.157791
  nChanged 19
		SP:Iteration 23Q (139954.450000 sec): 3 clusters
  Score: Raw -539699.886853 + Penalty 2844.537606 = -536855.349246
  nChanged 18
		SP:Iteration 24Q (139954.550000 sec): 3 clusters
  Score: Raw -539706.520431 + Penalty 2844.537606 = -536861.982825
  nChanged 21
		SP:Iteration 25Q (139954.650000 sec): 3 clusters
  Score: Raw -539714.811058 + Penalty 2844.537606 = -536870.273452
  nChanged 14
		SP:Iteration 26Q (139954.760000 sec): 3 clusters
  Score: Raw -539718.386678 + Penalty 2844.537606 = -536873.849071
  nChanged 12
		SP:Iteration 27Q (139954.860000 sec): 3 clusters
  Score: Raw -539721.989633 + Penalty 2844.537606 = -536877.452027
  nChanged 11
		SP:Iteration 28Q (139954.970000 sec): 3 clusters
  Score: Raw -539726.553453 + Penalty 2844.537606 = -536882.015847
  nChanged 13
		SP:Iteration 29Q (139955.080000 sec): 3 clusters
  Score: Raw -539732.464970 + Penalty 2844.537606 = -536887.927363
  nChanged 14
		SP:Iteration 30Q (139955.180000 sec): 3 clusters
  Score: Raw -539737.236176 + Penalty 2844.537606 = -536892.698569
  nChanged 10
		SP:Iteration 31Q (139955.280000 sec): 3 clusters
  Score: Raw -539741.010582 + Penalty 2844.537606 = -536896.472976
  nChanged 11
		SP:Iteration 32Q (139955.390000 sec): 3 clusters
  Score: Raw -539745.482253 + Penalty 2844.537606 = -536900.944647
  nChanged 9
		SP:Iteration 33Q (139955.500000 sec): 3 clusters
  Score: Raw -539747.949300 + Penalty 2844.537606 = -536903.411693
  nChanged 5
		SP:Iteration 34Q (139955.600000 sec): 3 clusters
  Score: Raw -539750.548655 + Penalty 2844.537606 = -536906.011049
  nChanged 8
		SP:Iteration 35Q (139955.700000 sec): 3 clusters
  Score: Raw -539754.616329 + Penalty 2844.537606 = -536910.078722
  nChanged 6
		SP:Iteration 36Q (139955.800000 sec): 3 clusters
  Score: Raw -539756.513599 + Penalty 2844.537606 = -536911.975993
  nChanged 8
		SP:Iteration 37Q (139955.910000 sec): 3 clusters
  Score: Raw -539760.482652 + Penalty 2844.537606 = -536915.945045
  nChanged 13
		SP:Iteration 38Q (139956.010000 sec): 3 clusters
  Score: Raw -539766.856109 + Penalty 2844.537606 = -536922.318503
  nChanged 10
		SP:Iteration 39Q (139956.110000 sec): 3 clusters
  Score: Raw -539770.951999 + Penalty 2844.537606 = -536926.414393
  nChanged 11
		SP:Iteration 40F (139956.210000 sec): 3 clusters
  Score: Raw -539775.683045 + Penalty 2844.537606 = -536931.145438
  nChanged 16
		SP:Iteration 41Q (139956.320000 sec): 3 clusters
  Score: Raw -539781.550824 + Penalty 2844.537606 = -536937.013218
  nChanged 11
		SP:Iteration 42Q (139956.420000 sec): 3 clusters
  Score: Raw -539786.926473 + Penalty 2844.537606 = -536942.388867
  nChanged 10
		SP:Iteration 43Q (139956.520000 sec): 3 clusters
  Score: Raw -539790.445774 + Penalty 2844.537606 = -536945.908167
  nChanged 10
		SP:Iteration 44Q (139956.620000 sec): 3 clusters
  Score: Raw -539794.748528 + Penalty 2844.537606 = -536950.210922
  nChanged 4
		SP:Iteration 45Q (139956.730000 sec): 3 clusters
  Score: Raw -539796.671053 + Penalty 2844.537606 = -536952.133447
  nChanged 5
		SP:Iteration 46Q (139956.830000 sec): 3 clusters
  Score: Raw -539798.590332 + Penalty 2844.537606 = -536954.052726
  nChanged 3
		SP:Iteration 47Q (139956.930000 sec): 3 clusters
  Score: Raw -539799.389336 + Penalty 2844.537606 = -536954.851729
  nChanged 2
		SP:Iteration 48Q (139957.030000 sec): 3 clusters
  Score: Raw -539799.847402 + Penalty 2844.537606 = -536955.309796
  nChanged 2
		SP:Iteration 49Q (139957.130000 sec): 3 clusters
  Score: Raw -539800.058706 + Penalty 2844.537606 = -536955.521099
  nChanged 1
		SP:Iteration 50Q (139957.240000 sec): 3 clusters
  Score: Raw -539800.363030 + Penalty 2844.537606 = -536955.825424
  nChanged 1
		SP:Iteration 51Q (139957.340000 sec): 3 clusters
  Score: Raw -539800.728681 + Penalty 2844.537606 = -536956.191075
  nChanged 2
		SP:Iteration 52Q (139957.440000 sec): 3 clusters
  Score: Raw -539800.960113 + Penalty 2844.537606 = -536956.422507
  nChanged 0
		SP:Iteration 53F (139957.540000 sec): 3 clusters
  Score: Raw -539800.960113 + Penalty 2844.537606 = -536956.422507
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 9 (1768 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (139957.600000 sec): 2 clusters
  Score: Raw -158256.616231 + Penalty 1215.110690 = -157041.505542
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (139957.640000 sec): 3 clusters
  Score: Raw -157539.029011 + Penalty 2430.221379 = -155108.807632
  nChanged 620
		SP:Iteration 1F (139957.670000 sec): 3 clusters
  Score: Raw -157965.021386 + Penalty 2430.221379 = -155534.800007
  nChanged 138
		SP:Iteration 2F (139957.710000 sec): 3 clusters
  Score: Raw -158059.377534 + Penalty 2430.221379 = -155629.156155
  nChanged 66
		SP:Iteration 3Q (139957.740000 sec): 3 clusters
  Score: Raw -158100.931151 + Penalty 2430.221379 = -155670.709772
  nChanged 32
		SP:Iteration 4Q (139957.780000 sec): 3 clusters
  Score: Raw -158122.874035 + Penalty 2430.221379 = -155692.652656
  nChanged 31
		SP:Iteration 5Q (139957.810000 sec): 3 clusters
  Score: Raw -158140.785380 + Penalty 2430.221379 = -155710.564001
  nChanged 27
		SP:Iteration 6Q (139957.840000 sec): 3 clusters
  Score: Raw -158165.307018 + Penalty 2430.221379 = -155735.085639
  nChanged 23
		SP:Iteration 7Q (139957.880000 sec): 3 clusters
  Score: Raw -158177.660471 + Penalty 2430.221379 = -155747.439092
  nChanged 21
		SP:Iteration 8Q (139957.910000 sec): 3 clusters
  Score: Raw -158191.136808 + Penalty 2430.221379 = -155760.915428
  nChanged 11
		SP:Iteration 9Q (139957.950000 sec): 3 clusters
  Score: Raw -158197.235955 + Penalty 2430.221379 = -155767.014576
  nChanged 10
		SP:Iteration 10Q (139957.980000 sec): 3 clusters
  Score: Raw -158203.070023 + Penalty 2430.221379 = -155772.848644
  nChanged 15
		SP:Iteration 11Q (139958.020000 sec): 3 clusters
  Score: Raw -158209.287287 + Penalty 2430.221379 = -155779.065908
  nChanged 14
		SP:Iteration 12Q (139958.050000 sec): 3 clusters
  Score: Raw -158220.385016 + Penalty 2430.221379 = -155790.163637
  nChanged 20
		SP:Iteration 13Q (139958.080000 sec): 3 clusters
  Score: Raw -158232.420025 + Penalty 2430.221379 = -155802.198646
  nChanged 12
		SP:Iteration 14Q (139958.120000 sec): 3 clusters
  Score: Raw -158240.139416 + Penalty 2430.221379 = -155809.918037
  nChanged 16
		SP:Iteration 15Q (139958.150000 sec): 3 clusters
  Score: Raw -158247.953633 + Penalty 2430.221379 = -155817.732254
  nChanged 9
		SP:Iteration 16Q (139958.190000 sec): 3 clusters
  Score: Raw -158253.055135 + Penalty 2430.221379 = -155822.833755
  nChanged 7
		SP:Iteration 17Q (139958.220000 sec): 3 clusters
  Score: Raw -158258.234251 + Penalty 2430.221379 = -155828.012872
  nChanged 10
		SP:Iteration 18Q (139958.260000 sec): 3 clusters
  Score: Raw -158265.236858 + Penalty 2430.221379 = -155835.015479
  nChanged 8
		SP:Iteration 19Q (139958.290000 sec): 3 clusters
  Score: Raw -158271.231866 + Penalty 2430.221379 = -155841.010487
  nChanged 8
		SP:Iteration 20F (139958.320000 sec): 3 clusters
  Score: Raw -158276.421450 + Penalty 2430.221379 = -155846.200071
  nChanged 9
		SP:Iteration 21Q (139958.360000 sec): 3 clusters
  Score: Raw -158280.175534 + Penalty 2430.221379 = -155849.954155
  nChanged 6
		SP:Iteration 22Q (139958.390000 sec): 3 clusters
  Score: Raw -158283.520007 + Penalty 2430.221379 = -155853.298628
  nChanged 9
		SP:Iteration 23Q (139958.420000 sec): 3 clusters
  Score: Raw -158288.631393 + Penalty 2430.221379 = -155858.410014
  nChanged 11
		SP:Iteration 24Q (139958.460000 sec): 3 clusters
  Score: Raw -158294.003967 + Penalty 2430.221379 = -155863.782588
  nChanged 7
		SP:Iteration 25Q (139958.490000 sec): 3 clusters
  Score: Raw -158297.411114 + Penalty 2430.221379 = -155867.189735
  nChanged 8
		SP:Iteration 26Q (139958.530000 sec): 3 clusters
  Score: Raw -158303.076736 + Penalty 2430.221379 = -155872.855357
  nChanged 8
		SP:Iteration 27Q (139958.560000 sec): 3 clusters
  Score: Raw -158307.883941 + Penalty 2430.221379 = -155877.662562
  nChanged 10
		SP:Iteration 28Q (139958.590000 sec): 3 clusters
  Score: Raw -158311.440279 + Penalty 2430.221379 = -155881.218899
  nChanged 7
		SP:Iteration 29Q (139958.630000 sec): 3 clusters
  Score: Raw -158314.882675 + Penalty 2430.221379 = -155884.661296
  nChanged 12
		SP:Iteration 30Q (139958.660000 sec): 3 clusters
  Score: Raw -158322.678033 + Penalty 2430.221379 = -155892.456654
  nChanged 7
		SP:Iteration 31Q (139958.700000 sec): 3 clusters
  Score: Raw -158327.003606 + Penalty 2430.221379 = -155896.782227
  nChanged 9
		SP:Iteration 32Q (139958.730000 sec): 3 clusters
  Score: Raw -158331.532731 + Penalty 2430.221379 = -155901.311352
  nChanged 6
		SP:Iteration 33Q (139958.760000 sec): 3 clusters
  Score: Raw -158334.401395 + Penalty 2430.221379 = -155904.180016
  nChanged 7
		SP:Iteration 34Q (139958.800000 sec): 3 clusters
  Score: Raw -158337.836519 + Penalty 2430.221379 = -155907.615140
  nChanged 6
		SP:Iteration 35Q (139958.830000 sec): 3 clusters
  Score: Raw -158339.340423 + Penalty 2430.221379 = -155909.119044
  nChanged 0
		SP:Iteration 36F (139958.860000 sec): 3 clusters
  Score: Raw -158339.340423 + Penalty 2430.221379 = -155909.119044
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 10 (18505 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (139959.070000 sec): 2 clusters
  Score: Raw -1520008.321887 + Penalty 1596.691890 = -1518411.629998
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (139959.330000 sec): 3 clusters
  Score: Raw -1508935.590082 + Penalty 3193.383780 = -1505742.206302
  nChanged 8414
		SP:Iteration 1F (139959.610000 sec): 3 clusters
  Score: Raw -1513950.034114 + Penalty 3193.383780 = -1510756.650334
  nChanged 1265
		SP:Iteration 2F (139959.840000 sec): 3 clusters
  Score: Raw -1514670.596552 + Penalty 3193.383780 = -1511477.212772
  nChanged 1266
		SP:Iteration 3F (139960.100000 sec): 3 clusters
  Score: Raw -1515575.966542 + Penalty 3193.383780 = -1512382.582762
  nChanged 1336
		SP:Iteration 4F (139960.330000 sec): 3 clusters
  Score: Raw -1516650.894376 + Penalty 3193.383780 = -1513457.510597
  nChanged 1260
		SP:Iteration 5F (139960.590000 sec): 3 clusters
  Score: Raw -1517666.976279 + Penalty 3193.383780 = -1514473.592499
  nChanged 1116
		SP:Iteration 6F (139960.820000 sec): 3 clusters
  Score: Raw -1518433.940929 + Penalty 3193.383780 = -1515240.557150
  nChanged 848
		SP:Iteration 7Q (139961.080000 sec): 3 clusters
  Score: Raw -1518919.212914 + Penalty 3193.383780 = -1515725.829135
  nChanged 678
		SP:Iteration 8Q (139961.330000 sec): 3 clusters
  Score: Raw -1519244.043637 + Penalty 3193.383780 = -1516050.659857
  nChanged 496
		SP:Iteration 9Q (139961.560000 sec): 3 clusters
  Score: Raw -1519446.271203 + Penalty 3193.383780 = -1516252.887424
  nChanged 384
		SP:Iteration 10Q (139961.790000 sec): 3 clusters
  Score: Raw -1519566.834215 + Penalty 3193.383780 = -1516373.450436
  nChanged 272
		SP:Iteration 11Q (139962.050000 sec): 3 clusters
  Score: Raw -1519651.130349 + Penalty 3193.383780 = -1516457.746569
  nChanged 254
		SP:Iteration 12Q (139962.290000 sec): 3 clusters
  Score: Raw -1519719.791630 + Penalty 3193.383780 = -1516526.407850
  nChanged 195
		SP:Iteration 13Q (139962.540000 sec): 3 clusters
  Score: Raw -1519770.423048 + Penalty 3193.383780 = -1516577.039269
  nChanged 163
		SP:Iteration 14Q (139962.820000 sec): 3 clusters
  Score: Raw -1519812.900554 + Penalty 3193.383780 = -1516619.516774
  nChanged 147
		SP:Iteration 15Q (139963.040000 sec): 3 clusters
  Score: Raw -1519852.121533 + Penalty 3193.383780 = -1516658.737753
  nChanged 129
		SP:Iteration 16Q (139963.310000 sec): 3 clusters
  Score: Raw -1519885.456874 + Penalty 3193.383780 = -1516692.073094
  nChanged 120
		SP:Iteration 17Q (139963.540000 sec): 3 clusters
  Score: Raw -1519913.054684 + Penalty 3193.383780 = -1516719.670904
  nChanged 103
		SP:Iteration 18Q (139963.800000 sec): 3 clusters
  Score: Raw -1519934.830215 + Penalty 3193.383780 = -1516741.446435
  nChanged 105
		SP:Iteration 19Q (139964.040000 sec): 3 clusters
  Score: Raw -1519955.641012 + Penalty 3193.383780 = -1516762.257232
  nChanged 90
		SP:Iteration 20F (139964.300000 sec): 3 clusters
  Score: Raw -1519973.449175 + Penalty 3193.383780 = -1516780.065396
  nChanged 93
		SP:Iteration 21Q (139964.530000 sec): 3 clusters
  Score: Raw -1519992.082623 + Penalty 3193.383780 = -1516798.698843
  nChanged 99
		SP:Iteration 22Q (139964.790000 sec): 3 clusters
  Score: Raw -1520012.449863 + Penalty 3193.383780 = -1516819.066084
  nChanged 94
		SP:Iteration 23Q (139965.020000 sec): 3 clusters
  Score: Raw -1520028.117530 + Penalty 3193.383780 = -1516834.733751
  nChanged 58
		SP:Iteration 24Q (139965.270000 sec): 3 clusters
  Score: Raw -1520038.730727 + Penalty 3193.383780 = -1516845.346947
  nChanged 60
		SP:Iteration 25Q (139965.510000 sec): 3 clusters
  Score: Raw -1520047.886195 + Penalty 3193.383780 = -1516854.502415
  nChanged 46
		SP:Iteration 26Q (139965.760000 sec): 3 clusters
  Score: Raw -1520055.730236 + Penalty 3193.383780 = -1516862.346457
  nChanged 56
		SP:Iteration 27Q (139965.990000 sec): 3 clusters
  Score: Raw -1520065.014957 + Penalty 3193.383780 = -1516871.631177
  nChanged 64
		SP:Iteration 28Q (139966.250000 sec): 3 clusters
  Score: Raw -1520076.124539 + Penalty 3193.383780 = -1516882.740760
  nChanged 67
		SP:Iteration 29Q (139966.480000 sec): 3 clusters
  Score: Raw -1520086.158428 + Penalty 3193.383780 = -1516892.774649
  nChanged 60
		SP:Iteration 30Q (139966.730000 sec): 3 clusters
  Score: Raw -1520094.282577 + Penalty 3193.383780 = -1516900.898798
  nChanged 58
		SP:Iteration 31Q (139966.970000 sec): 3 clusters
  Score: Raw -1520103.195151 + Penalty 3193.383780 = -1516909.811372
  nChanged 55
		SP:Iteration 32Q (139967.220000 sec): 3 clusters
  Score: Raw -1520112.613526 + Penalty 3193.383780 = -1516919.229746
  nChanged 50
		SP:Iteration 33Q (139967.450000 sec): 3 clusters
  Score: Raw -1520119.868969 + Penalty 3193.383780 = -1516926.485190
  nChanged 51
		SP:Iteration 34Q (139967.700000 sec): 3 clusters
  Score: Raw -1520127.341853 + Penalty 3193.383780 = -1516933.958074
  nChanged 48
		SP:Iteration 35Q (139967.930000 sec): 3 clusters
  Score: Raw -1520133.295800 + Penalty 3193.383780 = -1516939.912021
  nChanged 51
		SP:Iteration 36Q (139968.190000 sec): 3 clusters
  Score: Raw -1520139.796010 + Penalty 3193.383780 = -1516946.412230
  nChanged 47
		SP:Iteration 37Q (139968.410000 sec): 3 clusters
  Score: Raw -1520145.327984 + Penalty 3193.383780 = -1516951.944204
  nChanged 43
		SP:Iteration 38Q (139968.670000 sec): 3 clusters
  Score: Raw -1520150.771169 + Penalty 3193.383780 = -1516957.387389
  nChanged 43
		SP:Iteration 39Q (139968.900000 sec): 3 clusters
  Score: Raw -1520155.448682 + Penalty 3193.383780 = -1516962.064902
  nChanged 36
		SP:Iteration 40F (139969.160000 sec): 3 clusters
  Score: Raw -1520159.575325 + Penalty 3193.383780 = -1516966.191545
  nChanged 33
		SP:Iteration 41Q (139969.390000 sec): 3 clusters
  Score: Raw -1520163.386526 + Penalty 3193.383780 = -1516970.002746
  nChanged 28
		SP:Iteration 42Q (139969.640000 sec): 3 clusters
  Score: Raw -1520166.362772 + Penalty 3193.383780 = -1516972.978993
  nChanged 15
		SP:Iteration 43Q (139969.850000 sec): 3 clusters
  Score: Raw -1520167.946395 + Penalty 3193.383780 = -1516974.562615
  nChanged 15
		SP:Iteration 44Q (139970.130000 sec): 3 clusters
  Score: Raw -1520169.231450 + Penalty 3193.383780 = -1516975.847671
  nChanged 10
		SP:Iteration 45Q (139970.350000 sec): 3 clusters
  Score: Raw -1520170.119793 + Penalty 3193.383780 = -1516976.736013
  nChanged 12
		SP:Iteration 46Q (139970.610000 sec): 3 clusters
  Score: Raw -1520171.532446 + Penalty 3193.383780 = -1516978.148667
  nChanged 9
		SP:Iteration 47Q (139970.830000 sec): 3 clusters
  Score: Raw -1520172.224855 + Penalty 3193.383780 = -1516978.841076
  nChanged 10
		SP:Iteration 48Q (139971.100000 sec): 3 clusters
  Score: Raw -1520173.025651 + Penalty 3193.383780 = -1516979.641872
  nChanged 7
		SP:Iteration 49Q (139971.310000 sec): 3 clusters
  Score: Raw -1520173.590732 + Penalty 3193.383780 = -1516980.206952
  nChanged 11
		SP:Iteration 50Q (139971.580000 sec): 3 clusters
  Score: Raw -1520174.845428 + Penalty 3193.383780 = -1516981.461648
  nChanged 12
		SP:Iteration 51Q (139971.810000 sec): 3 clusters
  Score: Raw -1520176.449339 + Penalty 3193.383780 = -1516983.065559
  nChanged 22
		SP:Iteration 52Q (139972.070000 sec): 3 clusters
  Score: Raw -1520178.433341 + Penalty 3193.383780 = -1516985.049562
  nChanged 17
		SP:Iteration 53Q (139972.280000 sec): 3 clusters
  Score: Raw -1520180.102295 + Penalty 3193.383780 = -1516986.718516
  nChanged 19
		SP:Iteration 54Q (139972.550000 sec): 3 clusters
  Score: Raw -1520181.659799 + Penalty 3193.383780 = -1516988.276019
  nChanged 14
		SP:Iteration 55Q (139972.790000 sec): 3 clusters
  Score: Raw -1520182.762289 + Penalty 3193.383780 = -1516989.378510
  nChanged 13
		SP:Iteration 56Q (139973.040000 sec): 3 clusters
  Score: Raw -1520183.847515 + Penalty 3193.383780 = -1516990.463735
  nChanged 11
		SP:Iteration 57Q (139973.260000 sec): 3 clusters
  Score: Raw -1520184.799886 + Penalty 3193.383780 = -1516991.416106
  nChanged 12
		SP:Iteration 58Q (139973.530000 sec): 3 clusters
  Score: Raw -1520185.721792 + Penalty 3193.383780 = -1516992.338013
  nChanged 11
		SP:Iteration 59Q (139973.740000 sec): 3 clusters
  Score: Raw -1520186.370480 + Penalty 3193.383780 = -1516992.986700
  nChanged 9
		SP:Iteration 60F (139974.020000 sec): 3 clusters
  Score: Raw -1520186.984986 + Penalty 3193.383780 = -1516993.601207
  nChanged 14
		SP:Iteration 61Q (139974.250000 sec): 3 clusters
  Score: Raw -1520188.007713 + Penalty 3193.383780 = -1516994.623933
  nChanged 12
		SP:Iteration 62Q (139974.500000 sec): 3 clusters
  Score: Raw -1520189.417664 + Penalty 3193.383780 = -1516996.033884
  nChanged 15
		SP:Iteration 63Q (139974.730000 sec): 3 clusters
  Score: Raw -1520191.254819 + Penalty 3193.383780 = -1516997.871039
  nChanged 11
		SP:Iteration 64Q (139974.990000 sec): 3 clusters
  Score: Raw -1520192.418153 + Penalty 3193.383780 = -1516999.034374
  nChanged 12
		SP:Iteration 65Q (139975.200000 sec): 3 clusters
  Score: Raw -1520193.726183 + Penalty 3193.383780 = -1517000.342403
  nChanged 10
		SP:Iteration 66Q (139975.470000 sec): 3 clusters
  Score: Raw -1520194.532457 + Penalty 3193.383780 = -1517001.148677
  nChanged 13
		SP:Iteration 67Q (139975.700000 sec): 3 clusters
  Score: Raw -1520195.806229 + Penalty 3193.383780 = -1517002.422449
  nChanged 12
		SP:Iteration 68Q (139975.950000 sec): 3 clusters
  Score: Raw -1520196.851224 + Penalty 3193.383780 = -1517003.467445
  nChanged 14
		SP:Iteration 69Q (139976.170000 sec): 3 clusters
  Score: Raw -1520198.250028 + Penalty 3193.383780 = -1517004.866248
  nChanged 8
		SP:Iteration 70Q (139976.440000 sec): 3 clusters
  Score: Raw -1520198.985094 + Penalty 3193.383780 = -1517005.601314
  nChanged 9
		SP:Iteration 71Q (139976.660000 sec): 3 clusters
  Score: Raw -1520200.035185 + Penalty 3193.383780 = -1517006.651406
  nChanged 11
		SP:Iteration 72Q (139976.920000 sec): 3 clusters
  Score: Raw -1520201.393156 + Penalty 3193.383780 = -1517008.009376
  nChanged 11
		SP:Iteration 73Q (139977.130000 sec): 3 clusters
  Score: Raw -1520202.744682 + Penalty 3193.383780 = -1517009.360903
  nChanged 20
		SP:Iteration 74Q (139977.400000 sec): 3 clusters
  Score: Raw -1520204.381096 + Penalty 3193.383780 = -1517010.997317
  nChanged 20
		SP:Iteration 75Q (139977.620000 sec): 3 clusters
  Score: Raw -1520206.640594 + Penalty 3193.383780 = -1517013.256814
  nChanged 24
		SP:Iteration 76Q (139977.890000 sec): 3 clusters
  Score: Raw -1520209.975680 + Penalty 3193.383780 = -1517016.591901
  nChanged 24
		SP:Iteration 77Q (139978.110000 sec): 3 clusters
  Score: Raw -1520212.337570 + Penalty 3193.383780 = -1517018.953790
  nChanged 20
		SP:Iteration 78Q (139978.370000 sec): 3 clusters
  Score: Raw -1520214.223043 + Penalty 3193.383780 = -1517020.839263
  nChanged 21
		SP:Iteration 79Q (139978.590000 sec): 3 clusters
  Score: Raw -1520215.969872 + Penalty 3193.383780 = -1517022.586093
  nChanged 15
		SP:Iteration 80F (139978.860000 sec): 3 clusters
  Score: Raw -1520217.687770 + Penalty 3193.383780 = -1517024.303990
  nChanged 22
		SP:Iteration 81Q (139979.070000 sec): 3 clusters
  Score: Raw -1520219.649577 + Penalty 3193.383780 = -1517026.265797
  nChanged 15
		SP:Iteration 82Q (139979.340000 sec): 3 clusters
  Score: Raw -1520220.958693 + Penalty 3193.383780 = -1517027.574913
  nChanged 12
		SP:Iteration 83Q (139979.550000 sec): 3 clusters
  Score: Raw -1520221.775500 + Penalty 3193.383780 = -1517028.391720
  nChanged 10
		SP:Iteration 84Q (139979.780000 sec): 3 clusters
  Score: Raw -1520223.165780 + Penalty 3193.383780 = -1517029.782001
  nChanged 19
		SP:Iteration 85Q (139980.030000 sec): 3 clusters
  Score: Raw -1520224.977519 + Penalty 3193.383780 = -1517031.593740
  nChanged 23
		SP:Iteration 86Q (139980.260000 sec): 3 clusters
  Score: Raw -1520227.189856 + Penalty 3193.383780 = -1517033.806076
  nChanged 23
		SP:Iteration 87Q (139980.510000 sec): 3 clusters
  Score: Raw -1520228.984939 + Penalty 3193.383780 = -1517035.601159
  nChanged 14
		SP:Iteration 88Q (139980.740000 sec): 3 clusters
  Score: Raw -1520230.666011 + Penalty 3193.383780 = -1517037.282231
  nChanged 21
		SP:Iteration 89Q (139980.990000 sec): 3 clusters
  Score: Raw -1520233.448450 + Penalty 3193.383780 = -1517040.064671
  nChanged 25
		SP:Iteration 90Q (139981.210000 sec): 3 clusters
  Score: Raw -1520236.158658 + Penalty 3193.383780 = -1517042.774878
  nChanged 19
		SP:Iteration 91Q (139981.460000 sec): 3 clusters
  Score: Raw -1520238.574917 + Penalty 3193.383780 = -1517045.191137
  nChanged 25
		SP:Iteration 92Q (139981.690000 sec): 3 clusters
  Score: Raw -1520240.559521 + Penalty 3193.383780 = -1517047.175741
  nChanged 16
		SP:Iteration 93Q (139981.940000 sec): 3 clusters
  Score: Raw -1520242.196024 + Penalty 3193.383780 = -1517048.812245
  nChanged 22
		SP:Iteration 94Q (139982.150000 sec): 3 clusters
  Score: Raw -1520244.482870 + Penalty 3193.383780 = -1517051.099090
  nChanged 16
		SP:Iteration 95Q (139982.380000 sec): 3 clusters
  Score: Raw -1520246.441626 + Penalty 3193.383780 = -1517053.057847
  nChanged 20
		SP:Iteration 96Q (139982.630000 sec): 3 clusters
  Score: Raw -1520248.574097 + Penalty 3193.383780 = -1517055.190317
  nChanged 20
		SP:Iteration 97Q (139982.850000 sec): 3 clusters
  Score: Raw -1520250.347170 + Penalty 3193.383780 = -1517056.963390
  nChanged 16
		SP:Iteration 98Q (139983.100000 sec): 3 clusters
  Score: Raw -1520252.235217 + Penalty 3193.383780 = -1517058.851438
  nChanged 26
		SP:Iteration 99Q (139983.330000 sec): 3 clusters
  Score: Raw -1520255.285129 + Penalty 3193.383780 = -1517061.901349
  nChanged 16
		SP:Iteration 100F (139983.590000 sec): 3 clusters
  Score: Raw -1520256.951073 + Penalty 3193.383780 = -1517063.567293
  nChanged 14
		SP:Iteration 101Q (139983.810000 sec): 3 clusters
  Score: Raw -1520257.837248 + Penalty 3193.383780 = -1517064.453469
  nChanged 5
		SP:Iteration 102Q (139984.070000 sec): 3 clusters
  Score: Raw -1520258.218693 + Penalty 3193.383780 = -1517064.834913
  nChanged 9
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  Score: Raw -1520259.001275 + Penalty 3193.383780 = -1517065.617495
  nChanged 9
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  Score: Raw -1520260.096907 + Penalty 3193.383780 = -1517066.713127
  nChanged 10
		SP:Iteration 105Q (139984.760000 sec): 3 clusters
  Score: Raw -1520261.588813 + Penalty 3193.383780 = -1517068.205033
  nChanged 13
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  Score: Raw -1520262.752411 + Penalty 3193.383780 = -1517069.368631
  nChanged 16
		SP:Iteration 107Q (139985.240000 sec): 3 clusters
  Score: Raw -1520264.455733 + Penalty 3193.383780 = -1517071.071953
  nChanged 22
		SP:Iteration 108Q (139985.470000 sec): 3 clusters
  Score: Raw -1520266.309516 + Penalty 3193.383780 = -1517072.925737
  nChanged 16
		SP:Iteration 109Q (139985.710000 sec): 3 clusters
  Score: Raw -1520268.312048 + Penalty 3193.383780 = -1517074.928268
  nChanged 12
		SP:Iteration 110Q (139985.950000 sec): 3 clusters
  Score: Raw -1520269.552392 + Penalty 3193.383780 = -1517076.168613
  nChanged 11
		SP:Iteration 111Q (139986.190000 sec): 3 clusters
  Score: Raw -1520270.448825 + Penalty 3193.383780 = -1517077.065046
  nChanged 11
		SP:Iteration 112Q (139986.420000 sec): 3 clusters
  Score: Raw -1520271.469446 + Penalty 3193.383780 = -1517078.085667
  nChanged 10
		SP:Iteration 113Q (139986.670000 sec): 3 clusters
  Score: Raw -1520272.585052 + Penalty 3193.383780 = -1517079.201272
  nChanged 11
		SP:Iteration 114Q (139986.890000 sec): 3 clusters
  Score: Raw -1520273.521843 + Penalty 3193.383780 = -1517080.138064
  nChanged 7
		SP:Iteration 115Q (139987.150000 sec): 3 clusters
  Score: Raw -1520274.246306 + Penalty 3193.383780 = -1517080.862526
  nChanged 10
		SP:Iteration 116Q (139987.360000 sec): 3 clusters
  Score: Raw -1520275.271606 + Penalty 3193.383780 = -1517081.887827
  nChanged 10
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  Score: Raw -1520276.202909 + Penalty 3193.383780 = -1517082.819130
  nChanged 11
		SP:Iteration 118Q (139987.830000 sec): 3 clusters
  Score: Raw -1520277.327447 + Penalty 3193.383780 = -1517083.943668
  nChanged 11
		SP:Iteration 119Q (139988.060000 sec): 3 clusters
  Score: Raw -1520278.677220 + Penalty 3193.383780 = -1517085.293441
  nChanged 14
		SP:Iteration 120F (139988.320000 sec): 3 clusters
  Score: Raw -1520279.972938 + Penalty 3193.383780 = -1517086.589159
  nChanged 20
		SP:Iteration 121Q (139988.550000 sec): 3 clusters
  Score: Raw -1520282.249497 + Penalty 3193.383780 = -1517088.865718
  nChanged 21
		SP:Iteration 122Q (139988.790000 sec): 3 clusters
  Score: Raw -1520284.215945 + Penalty 3193.383780 = -1517090.832165
  nChanged 17
		SP:Iteration 123Q (139989.020000 sec): 3 clusters
  Score: Raw -1520285.597306 + Penalty 3193.383780 = -1517092.213526
  nChanged 12
		SP:Iteration 124Q (139989.270000 sec): 3 clusters
  Score: Raw -1520286.719975 + Penalty 3193.383780 = -1517093.336195
  nChanged 11
		SP:Iteration 125Q (139989.480000 sec): 3 clusters
  Score: Raw -1520287.724068 + Penalty 3193.383780 = -1517094.340288
  nChanged 12
		SP:Iteration 126Q (139989.740000 sec): 3 clusters
  Score: Raw -1520288.547159 + Penalty 3193.383780 = -1517095.163380
  nChanged 8
		SP:Iteration 127Q (139989.960000 sec): 3 clusters
  Score: Raw -1520289.324011 + Penalty 3193.383780 = -1517095.940232
  nChanged 7
		SP:Iteration 128Q (139990.220000 sec): 3 clusters
  Score: Raw -1520290.197601 + Penalty 3193.383780 = -1517096.813822
  nChanged 10
		SP:Iteration 129Q (139990.440000 sec): 3 clusters
  Score: Raw -1520291.626562 + Penalty 3193.383780 = -1517098.242783
  nChanged 18
		SP:Iteration 130Q (139990.700000 sec): 3 clusters
  Score: Raw -1520293.621820 + Penalty 3193.383780 = -1517100.238040
  nChanged 21
		SP:Iteration 131Q (139990.920000 sec): 3 clusters
  Score: Raw -1520297.697946 + Penalty 3193.383780 = -1517104.314166
  nChanged 28
		SP:Iteration 132Q (139991.170000 sec): 3 clusters
  Score: Raw -1520302.040388 + Penalty 3193.383780 = -1517108.656609
  nChanged 26
		SP:Iteration 133Q (139991.380000 sec): 3 clusters
  Score: Raw -1520305.391669 + Penalty 3193.383780 = -1517112.007890
  nChanged 23
		SP:Iteration 134Q (139991.600000 sec): 3 clusters
  Score: Raw -1520307.995415 + Penalty 3193.383780 = -1517114.611636
  nChanged 26
		SP:Iteration 135Q (139991.860000 sec): 3 clusters
  Score: Raw -1520310.706357 + Penalty 3193.383780 = -1517117.322577
  nChanged 22
		SP:Iteration 136Q (139992.060000 sec): 3 clusters
  Score: Raw -1520313.100781 + Penalty 3193.383780 = -1517119.717002
  nChanged 14
		SP:Iteration 137Q (139992.330000 sec): 3 clusters
  Score: Raw -1520315.253963 + Penalty 3193.383780 = -1517121.870184
  nChanged 18
		SP:Iteration 138Q (139992.540000 sec): 3 clusters
  Score: Raw -1520317.673418 + Penalty 3193.383780 = -1517124.289638
  nChanged 21
		SP:Iteration 139Q (139992.770000 sec): 3 clusters
  Score: Raw -1520319.983643 + Penalty 3193.383780 = -1517126.599864
  nChanged 16
		SP:Iteration 140F (139993.020000 sec): 3 clusters
  Score: Raw -1520321.363876 + Penalty 3193.383780 = -1517127.980097
  nChanged 22
		SP:Iteration 141Q (139993.270000 sec): 3 clusters
  Score: Raw -1520323.859793 + Penalty 3193.383780 = -1517130.476013
  nChanged 17
		SP:Iteration 142Q (139993.480000 sec): 3 clusters
  Score: Raw -1520325.677335 + Penalty 3193.383780 = -1517132.293555
  nChanged 14
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  Score: Raw -1520327.085720 + Penalty 3193.383780 = -1517133.701941
  nChanged 13
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  Score: Raw -1520328.372475 + Penalty 3193.383780 = -1517134.988696
  nChanged 11
		SP:Iteration 145Q (139994.170000 sec): 3 clusters
  Score: Raw -1520329.985318 + Penalty 3193.383780 = -1517136.601538
  nChanged 14
		SP:Iteration 146Q (139994.430000 sec): 3 clusters
  Score: Raw -1520331.875262 + Penalty 3193.383780 = -1517138.491483
  nChanged 18
		SP:Iteration 147Q (139994.640000 sec): 3 clusters
  Score: Raw -1520334.474885 + Penalty 3193.383780 = -1517141.091105
  nChanged 15
		SP:Iteration 148Q (139994.870000 sec): 3 clusters
  Score: Raw -1520336.167431 + Penalty 3193.383780 = -1517142.783651
  nChanged 10
		SP:Iteration 149Q (139995.110000 sec): 3 clusters
  Score: Raw -1520337.749703 + Penalty 3193.383780 = -1517144.365923
  nChanged 12
		SP:Iteration 150Q (139995.340000 sec): 3 clusters
  Score: Raw -1520339.074318 + Penalty 3193.383780 = -1517145.690539
  nChanged 13
		SP:Iteration 151Q (139995.590000 sec): 3 clusters
  Score: Raw -1520341.471717 + Penalty 3193.383780 = -1517148.087938
  nChanged 18
		SP:Iteration 152Q (139995.800000 sec): 3 clusters
  Score: Raw -1520343.405036 + Penalty 3193.383780 = -1517150.021257
  nChanged 13
		SP:Iteration 153Q (139996.080000 sec): 3 clusters
  Score: Raw -1520344.905877 + Penalty 3193.383780 = -1517151.522098
  nChanged 12
		SP:Iteration 154Q (139996.280000 sec): 3 clusters
  Score: Raw -1520346.131571 + Penalty 3193.383780 = -1517152.747791
  nChanged 11
		SP:Iteration 155Q (139996.540000 sec): 3 clusters
  Score: Raw -1520347.518609 + Penalty 3193.383780 = -1517154.134829
  nChanged 15
		SP:Iteration 156Q (139996.750000 sec): 3 clusters
  Score: Raw -1520349.095588 + Penalty 3193.383780 = -1517155.711808
  nChanged 17
		SP:Iteration 157Q (139996.970000 sec): 3 clusters
  Score: Raw -1520350.670035 + Penalty 3193.383780 = -1517157.286256
  nChanged 14
		SP:Iteration 158Q (139997.220000 sec): 3 clusters
  Score: Raw -1520352.769833 + Penalty 3193.383780 = -1517159.386054
  nChanged 16
		SP:Iteration 159Q (139997.440000 sec): 3 clusters
  Score: Raw -1520354.167351 + Penalty 3193.383780 = -1517160.783572
  nChanged 11
		SP:Iteration 160F (139997.710000 sec): 3 clusters
  Score: Raw -1520354.885146 + Penalty 3193.383780 = -1517161.501367
  nChanged 9
		SP:Iteration 161Q (139997.920000 sec): 3 clusters
  Score: Raw -1520355.983093 + Penalty 3193.383780 = -1517162.599313
  nChanged 11
		SP:Iteration 162Q (139998.180000 sec): 3 clusters
  Score: Raw -1520356.919858 + Penalty 3193.383780 = -1517163.536078
  nChanged 14
		SP:Iteration 163Q (139998.390000 sec): 3 clusters
  Score: Raw -1520358.087324 + Penalty 3193.383780 = -1517164.703544
  nChanged 6
		SP:Iteration 164Q (139998.620000 sec): 3 clusters
  Score: Raw -1520358.713303 + Penalty 3193.383780 = -1517165.329524
  nChanged 14
		SP:Iteration 165Q (139998.860000 sec): 3 clusters
  Score: Raw -1520360.233927 + Penalty 3193.383780 = -1517166.850147
  nChanged 12
		SP:Iteration 166Q (139999.090000 sec): 3 clusters
  Score: Raw -1520361.494987 + Penalty 3193.383780 = -1517168.111208
  nChanged 8
		SP:Iteration 167Q (139999.330000 sec): 3 clusters
  Score: Raw -1520362.185384 + Penalty 3193.383780 = -1517168.801604
  nChanged 8
		SP:Iteration 168Q (139999.550000 sec): 3 clusters
  Score: Raw -1520363.344586 + Penalty 3193.383780 = -1517169.960806
  nChanged 13
		SP:Iteration 169Q (139999.810000 sec): 3 clusters
  Score: Raw -1520364.924273 + Penalty 3193.383780 = -1517171.540494
  nChanged 16
		SP:Iteration 170Q (140000.020000 sec): 3 clusters
  Score: Raw -1520367.111831 + Penalty 3193.383780 = -1517173.728052
  nChanged 20
		SP:Iteration 171Q (140000.250000 sec): 3 clusters
  Score: Raw -1520369.364895 + Penalty 3193.383780 = -1517175.981115
  nChanged 16
		SP:Iteration 172Q (140000.490000 sec): 3 clusters
  Score: Raw -1520371.729490 + Penalty 3193.383780 = -1517178.345710
  nChanged 19
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  Score: Raw -1520374.196988 + Penalty 3193.383780 = -1517180.813208
  nChanged 16
		SP:Iteration 174Q (140000.960000 sec): 3 clusters
  Score: Raw -1520375.844532 + Penalty 3193.383780 = -1517182.460752
  nChanged 14
		SP:Iteration 175Q (140001.170000 sec): 3 clusters
  Score: Raw -1520377.557565 + Penalty 3193.383780 = -1517184.173786
  nChanged 9
		SP:Iteration 176Q (140001.430000 sec): 3 clusters
  Score: Raw -1520378.415971 + Penalty 3193.383780 = -1517185.032192
  nChanged 7
		SP:Iteration 177Q (140001.640000 sec): 3 clusters
  Score: Raw -1520379.031565 + Penalty 3193.383780 = -1517185.647786
  nChanged 9
		SP:Iteration 178Q (140001.870000 sec): 3 clusters
  Score: Raw -1520380.001736 + Penalty 3193.383780 = -1517186.617957
  nChanged 8
		SP:Iteration 179Q (140002.110000 sec): 3 clusters
  Score: Raw -1520380.876949 + Penalty 3193.383780 = -1517187.493170
  nChanged 7
		SP:Iteration 180F (140002.340000 sec): 3 clusters
  Score: Raw -1520381.460223 + Penalty 3193.383780 = -1517188.076444
  nChanged 6
		SP:Iteration 181Q (140002.590000 sec): 3 clusters
  Score: Raw -1520382.116930 + Penalty 3193.383780 = -1517188.733150
  nChanged 11
		SP:Iteration 182Q (140002.790000 sec): 3 clusters
  Score: Raw -1520383.610746 + Penalty 3193.383780 = -1517190.226967
  nChanged 11
		SP:Iteration 183Q (140003.020000 sec): 3 clusters
  Score: Raw -1520385.065275 + Penalty 3193.383780 = -1517191.681495
  nChanged 17
		SP:Iteration 184Q (140003.260000 sec): 3 clusters
  Score: Raw -1520387.519459 + Penalty 3193.383780 = -1517194.135679
  nChanged 17
		SP:Iteration 185Q (140003.480000 sec): 3 clusters
  Score: Raw -1520389.569949 + Penalty 3193.383780 = -1517196.186169
  nChanged 11
		SP:Iteration 186Q (140003.720000 sec): 3 clusters
  Score: Raw -1520390.721329 + Penalty 3193.383780 = -1517197.337549
  nChanged 8
		SP:Iteration 187Q (140003.930000 sec): 3 clusters
  Score: Raw -1520391.375394 + Penalty 3193.383780 = -1517197.991614
  nChanged 8
		SP:Iteration 188Q (140004.150000 sec): 3 clusters
  Score: Raw -1520392.061037 + Penalty 3193.383780 = -1517198.677257
  nChanged 8
		SP:Iteration 189Q (140004.400000 sec): 3 clusters
  Score: Raw -1520392.652955 + Penalty 3193.383780 = -1517199.269176
  nChanged 8
		SP:Iteration 190Q (140004.600000 sec): 3 clusters
  Score: Raw -1520393.366155 + Penalty 3193.383780 = -1517199.982376
  nChanged 11
		SP:Iteration 191Q (140004.830000 sec): 3 clusters
  Score: Raw -1520394.389368 + Penalty 3193.383780 = -1517201.005589
  nChanged 10
		SP:Iteration 192Q (140005.070000 sec): 3 clusters
  Score: Raw -1520395.085358 + Penalty 3193.383780 = -1517201.701578
  nChanged 11
		SP:Iteration 193Q (140005.290000 sec): 3 clusters
  Score: Raw -1520396.072483 + Penalty 3193.383780 = -1517202.688703
  nChanged 10
		SP:Iteration 194Q (140005.540000 sec): 3 clusters
  Score: Raw -1520396.903225 + Penalty 3193.383780 = -1517203.519445
  nChanged 9
		SP:Iteration 195Q (140005.750000 sec): 3 clusters
  Score: Raw -1520397.806528 + Penalty 3193.383780 = -1517204.422749
  nChanged 14
		SP:Iteration 196Q (140005.970000 sec): 3 clusters
  Score: Raw -1520398.927969 + Penalty 3193.383780 = -1517205.544189
  nChanged 10
		SP:Iteration 197Q (140006.210000 sec): 3 clusters
  Score: Raw -1520400.385523 + Penalty 3193.383780 = -1517207.001743
  nChanged 12
		SP:Iteration 198Q (140006.430000 sec): 3 clusters
  Score: Raw -1520402.579089 + Penalty 3193.383780 = -1517209.195309
  nChanged 12
		SP:Iteration 199Q (140006.680000 sec): 3 clusters
  Score: Raw -1520404.889246 + Penalty 3193.383780 = -1517211.505467
  nChanged 20
		SP:Iteration 200F (140006.890000 sec): 3 clusters
  Score: Raw -1520408.875984 + Penalty 3193.383780 = -1517215.492205
  nChanged 26
		SP:Iteration 201Q (140007.120000 sec): 3 clusters
  Score: Raw -1520412.044818 + Penalty 3193.383780 = -1517218.661038
  nChanged 19
		SP:Iteration 202Q (140007.360000 sec): 3 clusters
  Score: Raw -1520414.902716 + Penalty 3193.383780 = -1517221.518936
  nChanged 19
		SP:Iteration 203Q (140007.580000 sec): 3 clusters
  Score: Raw -1520418.299188 + Penalty 3193.383780 = -1517224.915409
  nChanged 26
		SP:Iteration 204Q (140007.830000 sec): 3 clusters
  Score: Raw -1520422.598222 + Penalty 3193.383780 = -1517229.214442
  nChanged 21
		SP:Iteration 205Q (140008.040000 sec): 3 clusters
  Score: Raw -1520425.910790 + Penalty 3193.383780 = -1517232.527011
  nChanged 14
		SP:Iteration 206Q (140008.260000 sec): 3 clusters
  Score: Raw -1520427.159996 + Penalty 3193.383780 = -1517233.776217
  nChanged 11
		SP:Iteration 207Q (140008.510000 sec): 3 clusters
  Score: Raw -1520428.456143 + Penalty 3193.383780 = -1517235.072363
  nChanged 8
		SP:Iteration 208Q (140008.720000 sec): 3 clusters
  Score: Raw -1520429.858331 + Penalty 3193.383780 = -1517236.474551
  nChanged 14
		SP:Iteration 209Q (140008.970000 sec): 3 clusters
  Score: Raw -1520431.845530 + Penalty 3193.383780 = -1517238.461751
  nChanged 13
		SP:Iteration 210Q (140009.170000 sec): 3 clusters
  Score: Raw -1520433.868554 + Penalty 3193.383780 = -1517240.484775
  nChanged 15
		SP:Iteration 211Q (140009.390000 sec): 3 clusters
  Score: Raw -1520436.069593 + Penalty 3193.383780 = -1517242.685813
  nChanged 21
		SP:Iteration 212Q (140009.640000 sec): 3 clusters
  Score: Raw -1520439.240298 + Penalty 3193.383780 = -1517245.856519
  nChanged 21
		SP:Iteration 213Q (140009.850000 sec): 3 clusters
  Score: Raw -1520442.352442 + Penalty 3193.383780 = -1517248.968662
  nChanged 19
		SP:Iteration 214Q (140010.070000 sec): 3 clusters
  Score: Raw -1520445.155946 + Penalty 3193.383780 = -1517251.772167
  nChanged 11
		SP:Iteration 215Q (140010.310000 sec): 3 clusters
  Score: Raw -1520446.388157 + Penalty 3193.383780 = -1517253.004377
  nChanged 11
		SP:Iteration 216Q (140010.510000 sec): 3 clusters
  Score: Raw -1520448.397188 + Penalty 3193.383780 = -1517255.013408
  nChanged 14
		SP:Iteration 217Q (140010.740000 sec): 3 clusters
  Score: Raw -1520450.240600 + Penalty 3193.383780 = -1517256.856820
  nChanged 15
		SP:Iteration 218Q (140010.980000 sec): 3 clusters
  Score: Raw -1520452.381551 + Penalty 3193.383780 = -1517258.997771
  nChanged 17
		SP:Iteration 219Q (140011.200000 sec): 3 clusters
  Score: Raw -1520454.264156 + Penalty 3193.383780 = -1517260.880377
  nChanged 9
		SP:Iteration 220F (140011.460000 sec): 3 clusters
  Score: Raw -1520455.916502 + Penalty 3193.383780 = -1517262.532723
  nChanged 19
		SP:Iteration 221Q (140011.670000 sec): 3 clusters
  Score: Raw -1520459.074347 + Penalty 3193.383780 = -1517265.690568
  nChanged 19
		SP:Iteration 222Q (140011.890000 sec): 3 clusters
  Score: Raw -1520463.404961 + Penalty 3193.383780 = -1517270.021182
  nChanged 23
		SP:Iteration 223Q (140012.130000 sec): 3 clusters
  Score: Raw -1520468.794038 + Penalty 3193.383780 = -1517275.410259
  nChanged 24
		SP:Iteration 224Q (140012.350000 sec): 3 clusters
  Score: Raw -1520473.086244 + Penalty 3193.383780 = -1517279.702464
  nChanged 26
		SP:Iteration 225Q (140012.600000 sec): 3 clusters
  Score: Raw -1520477.787105 + Penalty 3193.383780 = -1517284.403325
  nChanged 29
		SP:Iteration 226Q (140012.810000 sec): 3 clusters
  Score: Raw -1520482.576527 + Penalty 3193.383780 = -1517289.192747
  nChanged 25
		SP:Iteration 227Q (140013.030000 sec): 3 clusters
  Score: Raw -1520486.808975 + Penalty 3193.383780 = -1517293.425195
  nChanged 24
		SP:Iteration 228Q (140013.270000 sec): 3 clusters
  Score: Raw -1520490.796878 + Penalty 3193.383780 = -1517297.413098
  nChanged 23
		SP:Iteration 229Q (140013.470000 sec): 3 clusters
  Score: Raw -1520493.694703 + Penalty 3193.383780 = -1517300.310924
  nChanged 29
		SP:Iteration 230Q (140013.690000 sec): 3 clusters
  Score: Raw -1520498.256452 + Penalty 3193.383780 = -1517304.872673
  nChanged 29
		SP:Iteration 231Q (140013.930000 sec): 3 clusters
  Score: Raw -1520504.843654 + Penalty 3193.383780 = -1517311.459874
  nChanged 30
		SP:Iteration 232Q (140014.150000 sec): 3 clusters
  Score: Raw -1520509.539888 + Penalty 3193.383780 = -1517316.156109
  nChanged 23
		SP:Iteration 233Q (140014.400000 sec): 3 clusters
  Score: Raw -1520513.056431 + Penalty 3193.383780 = -1517319.672651
  nChanged 18
		SP:Iteration 234Q (140014.600000 sec): 3 clusters
  Score: Raw -1520515.879336 + Penalty 3193.383780 = -1517322.495556
  nChanged 15
		SP:Iteration 235Q (140014.820000 sec): 3 clusters
  Score: Raw -1520517.901265 + Penalty 3193.383780 = -1517324.517486
  nChanged 15
		SP:Iteration 236Q (140015.070000 sec): 3 clusters
  Score: Raw -1520520.169893 + Penalty 3193.383780 = -1517326.786114
  nChanged 18
		SP:Iteration 237Q (140015.270000 sec): 3 clusters
  Score: Raw -1520522.730468 + Penalty 3193.383780 = -1517329.346689
  nChanged 16
		SP:Iteration 238Q (140015.490000 sec): 3 clusters
  Score: Raw -1520524.840450 + Penalty 3193.383780 = -1517331.456670
  nChanged 20
		SP:Iteration 239Q (140015.730000 sec): 3 clusters
  Score: Raw -1520527.935881 + Penalty 3193.383780 = -1517334.552102
  nChanged 19
		SP:Iteration 240F (140015.940000 sec): 3 clusters
  Score: Raw -1520530.357922 + Penalty 3193.383780 = -1517336.974142
  nChanged 12
		SP:Iteration 241Q (140016.170000 sec): 3 clusters
  Score: Raw -1520532.070593 + Penalty 3193.383780 = -1517338.686813
  nChanged 11
		SP:Iteration 242Q (140016.410000 sec): 3 clusters
  Score: Raw -1520533.409306 + Penalty 3193.383780 = -1517340.025527
  nChanged 9
		SP:Iteration 243Q (140016.620000 sec): 3 clusters
  Score: Raw -1520534.067943 + Penalty 3193.383780 = -1517340.684163
  nChanged 6
		SP:Iteration 244Q (140016.870000 sec): 3 clusters
  Score: Raw -1520535.157605 + Penalty 3193.383780 = -1517341.773825
  nChanged 8
		SP:Iteration 245Q (140017.070000 sec): 3 clusters
  Score: Raw -1520536.358472 + Penalty 3193.383780 = -1517342.974693
  nChanged 5
		SP:Iteration 246Q (140017.290000 sec): 3 clusters
  Score: Raw -1520537.010027 + Penalty 3193.383780 = -1517343.626247
  nChanged 9
		SP:Iteration 247Q (140017.530000 sec): 3 clusters
  Score: Raw -1520538.094914 + Penalty 3193.383780 = -1517344.711134
  nChanged 7
		SP:Iteration 248Q (140017.730000 sec): 3 clusters
  Score: Raw -1520538.749480 + Penalty 3193.383780 = -1517345.365701
  nChanged 0
		SP:Iteration 249F (140017.970000 sec): 3 clusters
  Score: Raw -1520538.749480 + Penalty 3193.383780 = -1517345.365701
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 11 (1641 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (140018.030000 sec): 2 clusters
  Score: Raw -138955.741026 + Penalty 1202.997427 = -137752.743599
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (140018.060000 sec): 3 clusters
  Score: Raw -138251.416308 + Penalty 2405.994855 = -135845.421453
  nChanged 546
		SP:Iteration 1F (140018.100000 sec): 3 clusters
  Score: Raw -138631.721029 + Penalty 2405.994855 = -136225.726174
  nChanged 144
		SP:Iteration 2F (140018.130000 sec): 3 clusters
  Score: Raw -138770.153797 + Penalty 2405.994855 = -136364.158942
  nChanged 94
		SP:Iteration 3F (140018.170000 sec): 3 clusters
  Score: Raw -138861.999581 + Penalty 2405.994855 = -136456.004726
  nChanged 64
		SP:Iteration 4Q (140018.200000 sec): 3 clusters
  Score: Raw -138943.825926 + Penalty 2405.994855 = -136537.831071
  nChanged 70
		SP:Iteration 5Q (140018.230000 sec): 3 clusters
  Score: Raw -139027.667846 + Penalty 2405.994855 = -136621.672992
  nChanged 63
		SP:Iteration 6Q (140018.260000 sec): 3 clusters
  Score: Raw -139114.535453 + Penalty 2405.994855 = -136708.540599
  nChanged 68
		SP:Iteration 7Q (140018.290000 sec): 3 clusters
  Score: Raw -139215.053294 + Penalty 2405.994855 = -136809.058440
  nChanged 68
		SP:Iteration 8Q (140018.330000 sec): 3 clusters
  Score: Raw -139328.057990 + Penalty 2405.994855 = -136922.063136
  nChanged 74
		SP:Iteration 9Q (140018.360000 sec): 3 clusters
  Score: Raw -139455.147535 + Penalty 2405.994855 = -137049.152680
  nChanged 67
		SP:Iteration 10Q (140018.390000 sec): 3 clusters
  Score: Raw -139558.898758 + Penalty 2405.994855 = -137152.903904
  nChanged 55
		SP:Iteration 11Q (140018.420000 sec): 3 clusters
  Score: Raw -139654.090131 + Penalty 2405.994855 = -137248.095276
  nChanged 49
		SP:Iteration 12Q (140018.450000 sec): 3 clusters
  Score: Raw -139722.342338 + Penalty 2405.994855 = -137316.347483
  nChanged 40
		SP:Iteration 13Q (140018.480000 sec): 3 clusters
  Score: Raw -139765.651687 + Penalty 2405.994855 = -137359.656832
  nChanged 35
		SP:Iteration 14Q (140018.510000 sec): 3 clusters
  Score: Raw -139806.615911 + Penalty 2405.994855 = -137400.621057
  nChanged 34
		SP:Iteration 15Q (140018.540000 sec): 3 clusters
  Score: Raw -139850.198345 + Penalty 2405.994855 = -137444.203490
  nChanged 27
		SP:Iteration 16Q (140018.570000 sec): 3 clusters
  Score: Raw -139890.131773 + Penalty 2405.994855 = -137484.136918
  nChanged 22
		SP:Iteration 17Q (140018.600000 sec): 3 clusters
  Score: Raw -139917.431401 + Penalty 2405.994855 = -137511.436546
  nChanged 18
		SP:Iteration 18Q (140018.630000 sec): 3 clusters
  Score: Raw -139933.825037 + Penalty 2405.994855 = -137527.830182
  nChanged 14
		SP:Iteration 19Q (140018.660000 sec): 3 clusters
  Score: Raw -139945.029172 + Penalty 2405.994855 = -137539.034317
  nChanged 9
		SP:Iteration 20F (140018.690000 sec): 3 clusters
  Score: Raw -139951.447834 + Penalty 2405.994855 = -137545.452979
  nChanged 6
		SP:Iteration 21Q (140018.720000 sec): 3 clusters
  Score: Raw -139953.151542 + Penalty 2405.994855 = -137547.156687
  nChanged 1
		SP:Iteration 22Q (140018.750000 sec): 3 clusters
  Score: Raw -139954.110363 + Penalty 2405.994855 = -137548.115509
  nChanged 0
		SP:Iteration 23F (140018.780000 sec): 3 clusters
  Score: Raw -139954.110363 + Penalty 2405.994855 = -137548.115509
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 12 (10768 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (140018.890000 sec): 2 clusters
  Score: Raw -956139.243013 + Penalty 1508.704283 = -954630.538730
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (140019.100000 sec): 3 clusters
  Score: Raw -949939.081319 + Penalty 3017.408567 = -946921.672752
  nChanged 4724
		SP:Iteration 1F (140019.250000 sec): 3 clusters
  Score: Raw -952562.734477 + Penalty 3017.408567 = -949545.325910
  nChanged 729
		SP:Iteration 2F (140019.390000 sec): 3 clusters
  Score: Raw -952973.972860 + Penalty 3017.408567 = -949956.564293
  nChanged 682
		SP:Iteration 3F (140019.570000 sec): 3 clusters
  Score: Raw -953415.719150 + Penalty 3017.408567 = -950398.310583
  nChanged 701
		SP:Iteration 4F (140019.720000 sec): 3 clusters
  Score: Raw -953922.725717 + Penalty 3017.408567 = -950905.317151
  nChanged 726
		SP:Iteration 5F (140019.890000 sec): 3 clusters
  Score: Raw -954451.342077 + Penalty 3017.408567 = -951433.933510
  nChanged 723
		SP:Iteration 6F (140020.050000 sec): 3 clusters
  Score: Raw -955001.865488 + Penalty 3017.408567 = -951984.456921
  nChanged 630
		SP:Iteration 7F (140020.200000 sec): 3 clusters
  Score: Raw -955443.384719 + Penalty 3017.408567 = -952425.976152
  nChanged 525
		SP:Iteration 8Q (140020.390000 sec): 3 clusters
  Score: Raw -955745.225818 + Penalty 3017.408567 = -952727.817251
  nChanged 387
		SP:Iteration 9Q (140020.550000 sec): 3 clusters
  Score: Raw -955949.056782 + Penalty 3017.408567 = -952931.648215
  nChanged 290
		SP:Iteration 10Q (140020.730000 sec): 3 clusters
  Score: Raw -956086.147897 + Penalty 3017.408567 = -953068.739330
  nChanged 240
		SP:Iteration 11Q (140020.890000 sec): 3 clusters
  Score: Raw -956180.161350 + Penalty 3017.408567 = -953162.752784
  nChanged 185
		SP:Iteration 12Q (140021.060000 sec): 3 clusters
  Score: Raw -956254.936723 + Penalty 3017.408567 = -953237.528156
  nChanged 186
		SP:Iteration 13Q (140021.220000 sec): 3 clusters
  Score: Raw -956330.520738 + Penalty 3017.408567 = -953313.112171
  nChanged 168
		SP:Iteration 14Q (140021.390000 sec): 3 clusters
  Score: Raw -956390.968431 + Penalty 3017.408567 = -953373.559864
  nChanged 151
		SP:Iteration 15Q (140021.560000 sec): 3 clusters
  Score: Raw -956452.373345 + Penalty 3017.408567 = -953434.964778
  nChanged 172
		SP:Iteration 16Q (140021.720000 sec): 3 clusters
  Score: Raw -956513.328877 + Penalty 3017.408567 = -953495.920310
  nChanged 150
		SP:Iteration 17Q (140021.900000 sec): 3 clusters
  Score: Raw -956578.294435 + Penalty 3017.408567 = -953560.885868
  nChanged 148
		SP:Iteration 18Q (140022.060000 sec): 3 clusters
  Score: Raw -956636.221123 + Penalty 3017.408567 = -953618.812556
  nChanged 164
		SP:Iteration 19Q (140022.230000 sec): 3 clusters
  Score: Raw -956710.983349 + Penalty 3017.408567 = -953693.574782
  nChanged 175
		SP:Iteration 20F (140022.390000 sec): 3 clusters
  Score: Raw -956792.070126 + Penalty 3017.408567 = -953774.661559
  nChanged 176
		SP:Iteration 21Q (140022.560000 sec): 3 clusters
  Score: Raw -956870.623203 + Penalty 3017.408567 = -953853.214636
  nChanged 176
		SP:Iteration 22Q (140022.720000 sec): 3 clusters
  Score: Raw -956932.731875 + Penalty 3017.408567 = -953915.323308
  nChanged 158
		SP:Iteration 23Q (140022.880000 sec): 3 clusters
  Score: Raw -956983.465661 + Penalty 3017.408567 = -953966.057095
  nChanged 149
		SP:Iteration 24Q (140023.070000 sec): 3 clusters
  Score: Raw -957023.633628 + Penalty 3017.408567 = -954006.225061
  nChanged 127
		SP:Iteration 25Q (140023.220000 sec): 3 clusters
  Score: Raw -957058.674892 + Penalty 3017.408567 = -954041.266325
  nChanged 119
		SP:Iteration 26Q (140023.400000 sec): 3 clusters
  Score: Raw -957090.163794 + Penalty 3017.408567 = -954072.755227
  nChanged 108
		SP:Iteration 27Q (140023.550000 sec): 3 clusters
  Score: Raw -957116.783337 + Penalty 3017.408567 = -954099.374770
  nChanged 103
		SP:Iteration 28Q (140023.720000 sec): 3 clusters
  Score: Raw -957141.602213 + Penalty 3017.408567 = -954124.193646
  nChanged 90
		SP:Iteration 29Q (140023.880000 sec): 3 clusters
  Score: Raw -957163.380758 + Penalty 3017.408567 = -954145.972191
  nChanged 89
		SP:Iteration 30Q (140024.030000 sec): 3 clusters
  Score: Raw -957184.091486 + Penalty 3017.408567 = -954166.682919
  nChanged 75
		SP:Iteration 31Q (140024.210000 sec): 3 clusters
  Score: Raw -957200.522179 + Penalty 3017.408567 = -954183.113612
  nChanged 73
		SP:Iteration 32Q (140024.360000 sec): 3 clusters
  Score: Raw -957216.163975 + Penalty 3017.408567 = -954198.755408
  nChanged 56
		SP:Iteration 33Q (140024.530000 sec): 3 clusters
  Score: Raw -957226.491836 + Penalty 3017.408567 = -954209.083270
  nChanged 48
		SP:Iteration 34Q (140024.690000 sec): 3 clusters
  Score: Raw -957236.968908 + Penalty 3017.408567 = -954219.560341
  nChanged 42
		SP:Iteration 35Q (140024.840000 sec): 3 clusters
  Score: Raw -957245.574276 + Penalty 3017.408567 = -954228.165709
  nChanged 39
		SP:Iteration 36Q (140025.030000 sec): 3 clusters
  Score: Raw -957252.802443 + Penalty 3017.408567 = -954235.393877
  nChanged 37
		SP:Iteration 37Q (140025.180000 sec): 3 clusters
  Score: Raw -957259.904309 + Penalty 3017.408567 = -954242.495742
  nChanged 31
		SP:Iteration 38Q (140025.340000 sec): 3 clusters
  Score: Raw -957265.598597 + Penalty 3017.408567 = -954248.190030
  nChanged 35
		SP:Iteration 39Q (140025.530000 sec): 3 clusters
  Score: Raw -957271.524538 + Penalty 3017.408567 = -954254.115971
  nChanged 37
		SP:Iteration 40F (140025.680000 sec): 3 clusters
  Score: Raw -957277.300900 + Penalty 3017.408567 = -954259.892333
  nChanged 29
		SP:Iteration 41Q (140025.830000 sec): 3 clusters
  Score: Raw -957281.492892 + Penalty 3017.408567 = -954264.084325
  nChanged 33
		SP:Iteration 42Q (140025.980000 sec): 3 clusters
  Score: Raw -957286.707173 + Penalty 3017.408567 = -954269.298606
  nChanged 25
		SP:Iteration 43Q (140026.140000 sec): 3 clusters
  Score: Raw -957290.894423 + Penalty 3017.408567 = -954273.485857
  nChanged 23
		SP:Iteration 44Q (140026.320000 sec): 3 clusters
  Score: Raw -957294.923498 + Penalty 3017.408567 = -954277.514931
  nChanged 28
		SP:Iteration 45Q (140026.470000 sec): 3 clusters
  Score: Raw -957299.956433 + Penalty 3017.408567 = -954282.547866
  nChanged 27
		SP:Iteration 46Q (140026.640000 sec): 3 clusters
  Score: Raw -957304.839970 + Penalty 3017.408567 = -954287.431403
  nChanged 23
		SP:Iteration 47Q (140026.790000 sec): 3 clusters
  Score: Raw -957308.359218 + Penalty 3017.408567 = -954290.950652
  nChanged 20
		SP:Iteration 48Q (140026.950000 sec): 3 clusters
  Score: Raw -957311.129548 + Penalty 3017.408567 = -954293.720981
  nChanged 15
		SP:Iteration 49Q (140027.110000 sec): 3 clusters
  Score: Raw -957313.735357 + Penalty 3017.408567 = -954296.326790
  nChanged 24
		SP:Iteration 50Q (140027.260000 sec): 3 clusters
  Score: Raw -957317.246616 + Penalty 3017.408567 = -954299.838049
  nChanged 18
		SP:Iteration 51Q (140027.440000 sec): 3 clusters
  Score: Raw -957319.928913 + Penalty 3017.408567 = -954302.520346
  nChanged 16
		SP:Iteration 52Q (140027.590000 sec): 3 clusters
  Score: Raw -957323.161586 + Penalty 3017.408567 = -954305.753019
  nChanged 11
		SP:Iteration 53Q (140027.750000 sec): 3 clusters
  Score: Raw -957325.376755 + Penalty 3017.408567 = -954307.968188
  nChanged 17
		SP:Iteration 54Q (140027.940000 sec): 3 clusters
  Score: Raw -957328.047816 + Penalty 3017.408567 = -954310.639249
  nChanged 18
		SP:Iteration 55Q (140028.090000 sec): 3 clusters
  Score: Raw -957331.183154 + Penalty 3017.408567 = -954313.774587
  nChanged 18
		SP:Iteration 56Q (140028.250000 sec): 3 clusters
  Score: Raw -957334.447012 + Penalty 3017.408567 = -954317.038445
  nChanged 19
		SP:Iteration 57Q (140028.410000 sec): 3 clusters
  Score: Raw -957337.532945 + Penalty 3017.408567 = -954320.124378
  nChanged 13
		SP:Iteration 58Q (140028.570000 sec): 3 clusters
  Score: Raw -957339.744116 + Penalty 3017.408567 = -954322.335549
  nChanged 11
		SP:Iteration 59Q (140028.750000 sec): 3 clusters
  Score: Raw -957341.394862 + Penalty 3017.408567 = -954323.986296
  nChanged 11
		SP:Iteration 60F (140028.900000 sec): 3 clusters
  Score: Raw -957343.133374 + Penalty 3017.408567 = -954325.724807
  nChanged 9
		SP:Iteration 61Q (140029.070000 sec): 3 clusters
  Score: Raw -957345.487931 + Penalty 3017.408567 = -954328.079365
  nChanged 14
		SP:Iteration 62Q (140029.220000 sec): 3 clusters
  Score: Raw -957348.007468 + Penalty 3017.408567 = -954330.598901
  nChanged 13
		SP:Iteration 63Q (140029.370000 sec): 3 clusters
  Score: Raw -957349.942441 + Penalty 3017.408567 = -954332.533874
  nChanged 9
		SP:Iteration 64Q (140029.560000 sec): 3 clusters
  Score: Raw -957351.886493 + Penalty 3017.408567 = -954334.477926
  nChanged 14
		SP:Iteration 65Q (140029.710000 sec): 3 clusters
  Score: Raw -957353.930456 + Penalty 3017.408567 = -954336.521889
  nChanged 10
		SP:Iteration 66Q (140029.870000 sec): 3 clusters
  Score: Raw -957355.469591 + Penalty 3017.408567 = -954338.061024
  nChanged 11
		SP:Iteration 67Q (140030.030000 sec): 3 clusters
  Score: Raw -957357.485881 + Penalty 3017.408567 = -954340.077314
  nChanged 9
		SP:Iteration 68Q (140030.190000 sec): 3 clusters
  Score: Raw -957359.034574 + Penalty 3017.408567 = -954341.626007
  nChanged 7
		SP:Iteration 69Q (140030.370000 sec): 3 clusters
  Score: Raw -957360.257028 + Penalty 3017.408567 = -954342.848461
  nChanged 9
		SP:Iteration 70Q (140030.520000 sec): 3 clusters
  Score: Raw -957361.252333 + Penalty 3017.408567 = -954343.843766
  nChanged 3
		SP:Iteration 71Q (140030.680000 sec): 3 clusters
  Score: Raw -957361.670223 + Penalty 3017.408567 = -954344.261656
  nChanged 2
		SP:Iteration 72Q (140030.840000 sec): 3 clusters
  Score: Raw -957361.805236 + Penalty 3017.408567 = -954344.396670
  nChanged 2
		SP:Iteration 73Q (140030.990000 sec): 3 clusters
  Score: Raw -957362.096832 + Penalty 3017.408567 = -954344.688265
  nChanged 3
		SP:Iteration 74Q (140031.180000 sec): 3 clusters
  Score: Raw -957362.518293 + Penalty 3017.408567 = -954345.109726
  nChanged 7
		SP:Iteration 75Q (140031.320000 sec): 3 clusters
  Score: Raw -957363.642923 + Penalty 3017.408567 = -954346.234357
  nChanged 6
		SP:Iteration 76Q (140031.490000 sec): 3 clusters
  Score: Raw -957364.695274 + Penalty 3017.408567 = -954347.286707
  nChanged 4
		SP:Iteration 77Q (140031.650000 sec): 3 clusters
  Score: Raw -957365.296699 + Penalty 3017.408567 = -954347.888132
  nChanged 7
		SP:Iteration 78Q (140031.800000 sec): 3 clusters
  Score: Raw -957366.100215 + Penalty 3017.408567 = -954348.691648
  nChanged 2
		SP:Iteration 79Q (140031.980000 sec): 3 clusters
  Score: Raw -957366.301256 + Penalty 3017.408567 = -954348.892689
  nChanged 0
		SP:Iteration 80F (140032.140000 sec): 3 clusters
  Score: Raw -957366.301256 + Penalty 3017.408567 = -954348.892689
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 13 (5403 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (140032.230000 sec): 2 clusters
  Score: Raw -514506.715951 + Penalty 1396.640315 = -513110.075636
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (140032.340000 sec): 3 clusters
  Score: Raw -511636.094670 + Penalty 2793.280631 = -508842.814039
  nChanged 2237
		SP:Iteration 1F (140032.430000 sec): 3 clusters
  Score: Raw -512882.009514 + Penalty 2793.280631 = -510088.728883
  nChanged 333
		SP:Iteration 2F (140032.530000 sec): 3 clusters
  Score: Raw -513052.389451 + Penalty 2793.280631 = -510259.108820
  nChanged 258
		SP:Iteration 3Q (140032.630000 sec): 3 clusters
  Score: Raw -513159.094348 + Penalty 2793.280631 = -510365.813717
  nChanged 173
		SP:Iteration 4Q (140032.730000 sec): 3 clusters
  Score: Raw -513216.000495 + Penalty 2793.280631 = -510422.719864
  nChanged 128
		SP:Iteration 5Q (140032.830000 sec): 3 clusters
  Score: Raw -513264.850873 + Penalty 2793.280631 = -510471.570242
  nChanged 122
		SP:Iteration 6Q (140032.930000 sec): 3 clusters
  Score: Raw -513311.888580 + Penalty 2793.280631 = -510518.607949
  nChanged 123
		SP:Iteration 7Q (140033.030000 sec): 3 clusters
  Score: Raw -513361.859990 + Penalty 2793.280631 = -510568.579359
  nChanged 134
		SP:Iteration 8Q (140033.130000 sec): 3 clusters
  Score: Raw -513421.706580 + Penalty 2793.280631 = -510628.425949
  nChanged 155
		SP:Iteration 9Q (140033.230000 sec): 3 clusters
  Score: Raw -513506.090113 + Penalty 2793.280631 = -510712.809482
  nChanged 166
		SP:Iteration 10Q (140033.330000 sec): 3 clusters
  Score: Raw -513591.593147 + Penalty 2793.280631 = -510798.312516
  nChanged 166
		SP:Iteration 11Q (140033.430000 sec): 3 clusters
  Score: Raw -513681.761868 + Penalty 2793.280631 = -510888.481237
  nChanged 185
		SP:Iteration 12Q (140033.530000 sec): 3 clusters
  Score: Raw -513807.375320 + Penalty 2793.280631 = -511014.094689
  nChanged 200
		SP:Iteration 13Q (140033.630000 sec): 3 clusters
  Score: Raw -513943.642900 + Penalty 2793.280631 = -511150.362269
  nChanged 216
		SP:Iteration 14Q (140033.730000 sec): 3 clusters
  Score: Raw -514110.998706 + Penalty 2793.280631 = -511317.718075
  nChanged 207
		SP:Iteration 15Q (140033.830000 sec): 3 clusters
  Score: Raw -514264.328787 + Penalty 2793.280631 = -511471.048156
  nChanged 197
		SP:Iteration 16Q (140033.920000 sec): 3 clusters
  Score: Raw -514405.564242 + Penalty 2793.280631 = -511612.283611
  nChanged 166
		SP:Iteration 17Q (140034.020000 sec): 3 clusters
  Score: Raw -514524.423874 + Penalty 2793.280631 = -511731.143243
  nChanged 119
		SP:Iteration 18Q (140034.120000 sec): 3 clusters
  Score: Raw -514601.576568 + Penalty 2793.280631 = -511808.295937
  nChanged 96
		SP:Iteration 19Q (140034.210000 sec): 3 clusters
  Score: Raw -514657.737679 + Penalty 2793.280631 = -511864.457048
  nChanged 85
		SP:Iteration 20F (140034.310000 sec): 3 clusters
  Score: Raw -514700.029627 + Penalty 2793.280631 = -511906.748996
  nChanged 57
		SP:Iteration 21Q (140034.410000 sec): 3 clusters
  Score: Raw -514722.742182 + Penalty 2793.280631 = -511929.461551
  nChanged 50
		SP:Iteration 22Q (140034.500000 sec): 3 clusters
  Score: Raw -514743.096452 + Penalty 2793.280631 = -511949.815821
  nChanged 52
		SP:Iteration 23Q (140034.600000 sec): 3 clusters
  Score: Raw -514765.702203 + Penalty 2793.280631 = -511972.421572
  nChanged 44
		SP:Iteration 24Q (140034.690000 sec): 3 clusters
  Score: Raw -514785.565768 + Penalty 2793.280631 = -511992.285137
  nChanged 33
		SP:Iteration 25Q (140034.790000 sec): 3 clusters
  Score: Raw -514797.153418 + Penalty 2793.280631 = -512003.872787
  nChanged 23
		SP:Iteration 26Q (140034.880000 sec): 3 clusters
  Score: Raw -514806.090702 + Penalty 2793.280631 = -512012.810071
  nChanged 24
		SP:Iteration 27Q (140034.970000 sec): 3 clusters
  Score: Raw -514815.788865 + Penalty 2793.280631 = -512022.508234
  nChanged 20
		SP:Iteration 28Q (140035.070000 sec): 3 clusters
  Score: Raw -514823.195043 + Penalty 2793.280631 = -512029.914412
  nChanged 18
		SP:Iteration 29Q (140035.170000 sec): 3 clusters
  Score: Raw -514829.531444 + Penalty 2793.280631 = -512036.250813
  nChanged 16
		SP:Iteration 30Q (140035.260000 sec): 3 clusters
  Score: Raw -514834.170983 + Penalty 2793.280631 = -512040.890352
  nChanged 13
		SP:Iteration 31Q (140035.350000 sec): 3 clusters
  Score: Raw -514837.311385 + Penalty 2793.280631 = -512044.030754
  nChanged 9
		SP:Iteration 32Q (140035.450000 sec): 3 clusters
  Score: Raw -514840.600735 + Penalty 2793.280631 = -512047.320104
  nChanged 12
		SP:Iteration 33Q (140035.540000 sec): 3 clusters
  Score: Raw -514843.807177 + Penalty 2793.280631 = -512050.526546
  nChanged 5
		SP:Iteration 34Q (140035.640000 sec): 3 clusters
  Score: Raw -514844.765236 + Penalty 2793.280631 = -512051.484605
  nChanged 3
		SP:Iteration 35Q (140035.730000 sec): 3 clusters
  Score: Raw -514845.431416 + Penalty 2793.280631 = -512052.150785
  nChanged 1
		SP:Iteration 36Q (140035.830000 sec): 3 clusters
  Score: Raw -514845.635167 + Penalty 2793.280631 = -512052.354536
  nChanged 0
		SP:Iteration 37F (140035.920000 sec): 3 clusters
  Score: Raw -514845.635167 + Penalty 2793.280631 = -512052.354536
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 14 (2101 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (140035.990000 sec): 2 clusters
  Score: Raw -174757.683534 + Penalty 1243.152414 = -173514.531120
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (140036.030000 sec): 3 clusters
  Score: Raw -173845.549977 + Penalty 2486.304828 = -171359.245149
  nChanged 773
		SP:Iteration 1F (140036.070000 sec): 3 clusters
  Score: Raw -174345.437244 + Penalty 2486.304828 = -171859.132416
  nChanged 178
		SP:Iteration 2F (140036.100000 sec): 3 clusters
  Score: Raw -174520.510674 + Penalty 2486.304828 = -172034.205846
  nChanged 131
		SP:Iteration 3F (140036.140000 sec): 3 clusters
  Score: Raw -174652.917771 + Penalty 2486.304828 = -172166.612943
  nChanged 123
		SP:Iteration 4F (140036.180000 sec): 3 clusters
  Score: Raw -174798.544349 + Penalty 2486.304828 = -172312.239521
  nChanged 111
		SP:Iteration 5F (140036.220000 sec): 3 clusters
  Score: Raw -174957.065890 + Penalty 2486.304828 = -172470.761062
  nChanged 98
		SP:Iteration 6Q (140036.260000 sec): 3 clusters
  Score: Raw -175101.280728 + Penalty 2486.304828 = -172614.975900
  nChanged 87
		SP:Iteration 7Q (140036.300000 sec): 3 clusters
  Score: Raw -175189.898629 + Penalty 2486.304828 = -172703.593801
  nChanged 65
		SP:Iteration 8Q (140036.340000 sec): 3 clusters
  Score: Raw -175234.360749 + Penalty 2486.304828 = -172748.055921
  nChanged 35
		SP:Iteration 9Q (140036.380000 sec): 3 clusters
  Score: Raw -175269.159965 + Penalty 2486.304828 = -172782.855138
  nChanged 38
		SP:Iteration 10Q (140036.420000 sec): 3 clusters
  Score: Raw -175301.802017 + Penalty 2486.304828 = -172815.497190
  nChanged 27
		SP:Iteration 11Q (140036.460000 sec): 3 clusters
  Score: Raw -175325.733837 + Penalty 2486.304828 = -172839.429009
  nChanged 26
		SP:Iteration 12Q (140036.500000 sec): 3 clusters
  Score: Raw -175345.985900 + Penalty 2486.304828 = -172859.681073
  nChanged 31
		SP:Iteration 13Q (140036.540000 sec): 3 clusters
  Score: Raw -175371.542477 + Penalty 2486.304828 = -172885.237649
  nChanged 26
		SP:Iteration 14Q (140036.580000 sec): 3 clusters
  Score: Raw -175397.467585 + Penalty 2486.304828 = -172911.162757
  nChanged 24
		SP:Iteration 15Q (140036.620000 sec): 3 clusters
  Score: Raw -175420.427109 + Penalty 2486.304828 = -172934.122281
  nChanged 28
		SP:Iteration 16Q (140036.660000 sec): 3 clusters
  Score: Raw -175443.436637 + Penalty 2486.304828 = -172957.131809
  nChanged 26
		SP:Iteration 17Q (140036.690000 sec): 3 clusters
  Score: Raw -175464.204054 + Penalty 2486.304828 = -172977.899226
  nChanged 18
		SP:Iteration 18Q (140036.730000 sec): 3 clusters
  Score: Raw -175480.845183 + Penalty 2486.304828 = -172994.540355
  nChanged 16
		SP:Iteration 19Q (140036.770000 sec): 3 clusters
  Score: Raw -175495.551259 + Penalty 2486.304828 = -173009.246432
  nChanged 14
		SP:Iteration 20F (140036.810000 sec): 3 clusters
  Score: Raw -175506.622431 + Penalty 2486.304828 = -173020.317604
  nChanged 10
		SP:Iteration 21Q (140036.850000 sec): 3 clusters
  Score: Raw -175515.427777 + Penalty 2486.304828 = -173029.122949
  nChanged 15
		SP:Iteration 22Q (140036.890000 sec): 3 clusters
  Score: Raw -175524.476913 + Penalty 2486.304828 = -173038.172086
  nChanged 8
		SP:Iteration 23Q (140036.930000 sec): 3 clusters
  Score: Raw -175529.067494 + Penalty 2486.304828 = -173042.762666
  nChanged 3
		SP:Iteration 24Q (140036.960000 sec): 3 clusters
  Score: Raw -175530.701707 + Penalty 2486.304828 = -173044.396880
  nChanged 4
		SP:Iteration 25Q (140037.000000 sec): 3 clusters
  Score: Raw -175533.301879 + Penalty 2486.304828 = -173046.997051
  nChanged 5
		SP:Iteration 26Q (140037.040000 sec): 3 clusters
  Score: Raw -175535.605718 + Penalty 2486.304828 = -173049.300890
  nChanged 4
		SP:Iteration 27Q (140037.080000 sec): 3 clusters
  Score: Raw -175537.052555 + Penalty 2486.304828 = -173050.747727
  nChanged 2
		SP:Iteration 28Q (140037.120000 sec): 3 clusters
  Score: Raw -175538.183659 + Penalty 2486.304828 = -173051.878831
  nChanged 3
		SP:Iteration 29Q (140037.160000 sec): 3 clusters
  Score: Raw -175539.852050 + Penalty 2486.304828 = -173053.547222
  nChanged 1
		SP:Iteration 30Q (140037.200000 sec): 3 clusters
  Score: Raw -175540.173329 + Penalty 2486.304828 = -173053.868501
  nChanged 0
		SP:Iteration 31F (140037.240000 sec): 3 clusters
  Score: Raw -175540.173329 + Penalty 2486.304828 = -173053.868501
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 15 (2426 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (140037.300000 sec): 2 clusters
  Score: Raw -225658.653388 + Penalty 1266.524852 = -224392.128536
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (140037.350000 sec): 3 clusters
  Score: Raw -224583.475474 + Penalty 2533.049704 = -222050.425770
  nChanged 886
		SP:Iteration 1F (140037.400000 sec): 3 clusters
  Score: Raw -225174.686799 + Penalty 2533.049704 = -222641.637095
  nChanged 192
		SP:Iteration 2F (140037.440000 sec): 3 clusters
  Score: Raw -225308.653343 + Penalty 2533.049704 = -222775.603639
  nChanged 135
		SP:Iteration 3F (140037.490000 sec): 3 clusters
  Score: Raw -225392.505463 + Penalty 2533.049704 = -222859.455759
  nChanged 82
		SP:Iteration 4Q (140037.540000 sec): 3 clusters
  Score: Raw -225443.308089 + Penalty 2533.049704 = -222910.258385
  nChanged 66
		SP:Iteration 5Q (140037.590000 sec): 3 clusters
  Score: Raw -225485.511897 + Penalty 2533.049704 = -222952.462193
  nChanged 43
		SP:Iteration 6Q (140037.640000 sec): 3 clusters
  Score: Raw -225509.897952 + Penalty 2533.049704 = -222976.848248
  nChanged 43
		SP:Iteration 7Q (140037.690000 sec): 3 clusters
  Score: Raw -225536.978086 + Penalty 2533.049704 = -223003.928382
  nChanged 55
		SP:Iteration 8Q (140037.740000 sec): 3 clusters
  Score: Raw -225566.675518 + Penalty 2533.049704 = -223033.625814
  nChanged 43
		SP:Iteration 9Q (140037.780000 sec): 3 clusters
  Score: Raw -225595.113897 + Penalty 2533.049704 = -223062.064193
  nChanged 51
		SP:Iteration 10Q (140037.830000 sec): 3 clusters
  Score: Raw -225628.862088 + Penalty 2533.049704 = -223095.812384
  nChanged 48
		SP:Iteration 11Q (140037.880000 sec): 3 clusters
  Score: Raw -225662.462993 + Penalty 2533.049704 = -223129.413289
  nChanged 45
		SP:Iteration 12Q (140037.930000 sec): 3 clusters
  Score: Raw -225693.601241 + Penalty 2533.049704 = -223160.551537
  nChanged 45
		SP:Iteration 13Q (140037.980000 sec): 3 clusters
  Score: Raw -225726.662666 + Penalty 2533.049704 = -223193.612962
  nChanged 47
		SP:Iteration 14Q (140038.020000 sec): 3 clusters
  Score: Raw -225763.439476 + Penalty 2533.049704 = -223230.389772
  nChanged 44
		SP:Iteration 15Q (140038.070000 sec): 3 clusters
  Score: Raw -225793.104383 + Penalty 2533.049704 = -223260.054679
  nChanged 26
		SP:Iteration 16Q (140038.120000 sec): 3 clusters
  Score: Raw -225810.512969 + Penalty 2533.049704 = -223277.463265
  nChanged 20
		SP:Iteration 17Q (140038.170000 sec): 3 clusters
  Score: Raw -225826.435362 + Penalty 2533.049704 = -223293.385658
  nChanged 14
		SP:Iteration 18Q (140038.220000 sec): 3 clusters
  Score: Raw -225836.388577 + Penalty 2533.049704 = -223303.338873
  nChanged 8
		SP:Iteration 19Q (140038.260000 sec): 3 clusters
  Score: Raw -225842.414778 + Penalty 2533.049704 = -223309.365074
  nChanged 13
		SP:Iteration 20F (140038.310000 sec): 3 clusters
  Score: Raw -225851.080766 + Penalty 2533.049704 = -223318.031062
  nChanged 10
		SP:Iteration 21Q (140038.360000 sec): 3 clusters
  Score: Raw -225858.200845 + Penalty 2533.049704 = -223325.151141
  nChanged 6
		SP:Iteration 22Q (140038.410000 sec): 3 clusters
  Score: Raw -225862.577031 + Penalty 2533.049704 = -223329.527327
  nChanged 5
		SP:Iteration 23Q (140038.460000 sec): 3 clusters
  Score: Raw -225867.032537 + Penalty 2533.049704 = -223333.982833
  nChanged 6
		SP:Iteration 24Q (140038.500000 sec): 3 clusters
  Score: Raw -225871.717648 + Penalty 2533.049704 = -223338.667944
  nChanged 1
		SP:Iteration 25Q (140038.550000 sec): 3 clusters
  Score: Raw -225872.029907 + Penalty 2533.049704 = -223338.980202
  nChanged 2
		SP:Iteration 26Q (140038.600000 sec): 3 clusters
  Score: Raw -225872.781132 + Penalty 2533.049704 = -223339.731428
  nChanged 2
		SP:Iteration 27Q (140038.640000 sec): 3 clusters
  Score: Raw -225874.419006 + Penalty 2533.049704 = -223341.369302
  nChanged 1
		SP:Iteration 28Q (140038.690000 sec): 3 clusters
  Score: Raw -225875.521970 + Penalty 2533.049704 = -223342.472265
  nChanged 1
		SP:Iteration 29Q (140038.740000 sec): 3 clusters
  Score: Raw -225875.913937 + Penalty 2533.049704 = -223342.864233
  nChanged 1
		SP:Iteration 30Q (140038.780000 sec): 3 clusters
  Score: Raw -225876.729062 + Penalty 2533.049704 = -223343.679358
  nChanged 3
		SP:Iteration 31Q (140038.830000 sec): 3 clusters
  Score: Raw -225879.662025 + Penalty 2533.049704 = -223346.612320
  nChanged 4
		SP:Iteration 32Q (140038.880000 sec): 3 clusters
  Score: Raw -225883.837402 + Penalty 2533.049704 = -223350.787698
  nChanged 1
		SP:Iteration 33Q (140038.930000 sec): 3 clusters
  Score: Raw -225885.004635 + Penalty 2533.049704 = -223351.954931
  nChanged 2
		SP:Iteration 34Q (140038.980000 sec): 3 clusters
  Score: Raw -225886.399109 + Penalty 2533.049704 = -223353.349405
  nChanged 3
		SP:Iteration 35Q (140039.020000 sec): 3 clusters
  Score: Raw -225888.947052 + Penalty 2533.049704 = -223355.897347
  nChanged 3
		SP:Iteration 36Q (140039.070000 sec): 3 clusters
  Score: Raw -225890.102799 + Penalty 2533.049704 = -223357.053095
  nChanged 1
		SP:Iteration 37Q (140039.120000 sec): 3 clusters
  Score: Raw -225890.668333 + Penalty 2533.049704 = -223357.618629
  nChanged 2
		SP:Iteration 38Q (140039.170000 sec): 3 clusters
  Score: Raw -225894.901338 + Penalty 2533.049704 = -223361.851634
  nChanged 2
		SP:Iteration 39Q (140039.210000 sec): 3 clusters
  Score: Raw -225896.360207 + Penalty 2533.049704 = -223363.310503
  nChanged 0
		SP:Iteration 40F (140039.260000 sec): 3 clusters
  Score: Raw -225896.360207 + Penalty 2533.049704 = -223363.310503
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 16 (49444 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (140039.610000 sec): 2 clusters
  Score: Raw -4483583.529617 + Penalty 1756.396849 = -4481827.132768
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (140040.110000 sec): 3 clusters
  Score: Raw -4452380.263986 + Penalty 3512.793698 = -4448867.470287
  nChanged 23188
		SP:Iteration 1F (140040.590000 sec): 3 clusters
  Score: Raw -4465515.095581 + Penalty 3512.793698 = -4462002.301882
  nChanged 1984
		SP:Iteration 2Q (140041.140000 sec): 3 clusters
  Score: Raw -4466088.360175 + Penalty 3512.793698 = -4462575.566476
  nChanged 2103
		SP:Iteration 3Q (140041.660000 sec): 3 clusters
  Score: Raw -4466826.811019 + Penalty 3512.793698 = -4463314.017321
  nChanged 2533
		SP:Iteration 4F (140042.200000 sec): 3 clusters
  Score: Raw -4468015.035976 + Penalty 3512.793698 = -4464502.242277
  nChanged 3018
		SP:Iteration 5F (140042.700000 sec): 3 clusters
  Score: Raw -4469716.355381 + Penalty 3512.793698 = -4466203.561683
  nChanged 3284
		SP:Iteration 6F (140043.190000 sec): 3 clusters
  Score: Raw -4471765.653634 + Penalty 3512.793698 = -4468252.859936
  nChanged 3262
		SP:Iteration 7F (140043.720000 sec): 3 clusters
  Score: Raw -4473852.637410 + Penalty 3512.793698 = -4470339.843711
  nChanged 2924
		SP:Iteration 8F (140044.230000 sec): 3 clusters
  Score: Raw -4475709.432781 + Penalty 3512.793698 = -4472196.639082
  nChanged 2441
		SP:Iteration 9Q (140044.740000 sec): 3 clusters
  Score: Raw -4477269.891570 + Penalty 3512.793698 = -4473757.097872
  nChanged 2074
		SP:Iteration 10Q (140045.310000 sec): 3 clusters
  Score: Raw -4478639.959131 + Penalty 3512.793698 = -4475127.165433
  nChanged 1829
		SP:Iteration 11Q (140045.810000 sec): 3 clusters
  Score: Raw -4479957.400753 + Penalty 3512.793698 = -4476444.607054
  nChanged 1563
		SP:Iteration 12Q (140046.310000 sec): 3 clusters
  Score: Raw -4481171.872656 + Penalty 3512.793698 = -4477659.078958
  nChanged 1231
		SP:Iteration 13Q (140046.850000 sec): 3 clusters
  Score: Raw -4482155.073953 + Penalty 3512.793698 = -4478642.280254
  nChanged 855
		SP:Iteration 14Q (140047.350000 sec): 3 clusters
  Score: Raw -4482810.584364 + Penalty 3512.793698 = -4479297.790666
  nChanged 549
		SP:Iteration 15Q (140047.810000 sec): 3 clusters
  Score: Raw -4483242.521995 + Penalty 3512.793698 = -4479729.728297
  nChanged 331
		SP:Iteration 16Q (140048.290000 sec): 3 clusters
  Score: Raw -4483530.379460 + Penalty 3512.793698 = -4480017.585762
  nChanged 168
		SP:Iteration 17Q (140048.760000 sec): 3 clusters
  Score: Raw -4483693.874804 + Penalty 3512.793698 = -4480181.081105
  nChanged 106
		SP:Iteration 18Q (140049.230000 sec): 3 clusters
  Score: Raw -4483784.202969 + Penalty 3512.793698 = -4480271.409270
  nChanged 60
		SP:Iteration 19Q (140049.690000 sec): 3 clusters
  Score: Raw -4483835.335623 + Penalty 3512.793698 = -4480322.541925
  nChanged 42
		SP:Iteration 20F (140050.190000 sec): 3 clusters
  Score: Raw -4483867.428008 + Penalty 3512.793698 = -4480354.634309
  nChanged 35
		SP:Iteration 21Q (140050.650000 sec): 3 clusters
  Score: Raw -4483895.439582 + Penalty 3512.793698 = -4480382.645884
  nChanged 31
		SP:Iteration 22Q (140051.110000 sec): 3 clusters
  Score: Raw -4483919.343640 + Penalty 3512.793698 = -4480406.549942
  nChanged 22
		SP:Iteration 23Q (140051.580000 sec): 3 clusters
  Score: Raw -4483934.007289 + Penalty 3512.793698 = -4480421.213591
  nChanged 21
		SP:Iteration 24Q (140052.040000 sec): 3 clusters
  Score: Raw -4483946.050536 + Penalty 3512.793698 = -4480433.256837
  nChanged 15
		SP:Iteration 25Q (140052.510000 sec): 3 clusters
  Score: Raw -4483955.513654 + Penalty 3512.793698 = -4480442.719956
  nChanged 9
		SP:Iteration 26Q (140052.990000 sec): 3 clusters
  Score: Raw -4483959.987354 + Penalty 3512.793698 = -4480447.193655
  nChanged 11
		SP:Iteration 27Q (140053.450000 sec): 3 clusters
  Score: Raw -4483965.472721 + Penalty 3512.793698 = -4480452.679022
  nChanged 5
		SP:Iteration 28Q (140053.940000 sec): 3 clusters
  Score: Raw -4483968.059263 + Penalty 3512.793698 = -4480455.265565
  nChanged 7
		SP:Iteration 29Q (140054.400000 sec): 3 clusters
  Score: Raw -4483973.755060 + Penalty 3512.793698 = -4480460.961362
  nChanged 6
		SP:Iteration 30Q (140054.890000 sec): 3 clusters
  Score: Raw -4483977.229646 + Penalty 3512.793698 = -4480464.435948
  nChanged 6
		SP:Iteration 31Q (140055.350000 sec): 3 clusters
  Score: Raw -4483980.455737 + Penalty 3512.793698 = -4480467.662038
  nChanged 7
		SP:Iteration 32Q (140055.840000 sec): 3 clusters
  Score: Raw -4483983.517667 + Penalty 3512.793698 = -4480470.723968
  nChanged 2
		SP:Iteration 33Q (140056.300000 sec): 3 clusters
  Score: Raw -4483984.717454 + Penalty 3512.793698 = -4480471.923756
  nChanged 1
		SP:Iteration 34Q (140056.790000 sec): 3 clusters
  Score: Raw -4483985.128575 + Penalty 3512.793698 = -4480472.334876
  nChanged 0
		SP:Iteration 35F (140057.280000 sec): 3 clusters
  Score: Raw -4483985.128575 + Penalty 3512.793698 = -4480472.334876
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 17 (681 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (140057.330000 sec): 2 clusters
  Score: Raw -48089.761436 + Penalty 1060.078875 = -47029.682562
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (140057.350000 sec): 3 clusters
  Score: Raw -47934.088411 + Penalty 2120.157749 = -45813.930661
  nChanged 198
		SP:Iteration 1F (140057.370000 sec): 3 clusters
  Score: Raw -48264.573389 + Penalty 2120.157749 = -46144.415639
  nChanged 65
		SP:Iteration 2F (140057.380000 sec): 3 clusters
  Score: Raw -48393.367094 + Penalty 2120.157749 = -46273.209344
  nChanged 48
		SP:Iteration 3F (140057.390000 sec): 3 clusters
  Score: Raw -48535.253078 + Penalty 2120.157749 = -46415.095329
  nChanged 40
		SP:Iteration 4F (140057.410000 sec): 3 clusters
  Score: Raw -48630.234771 + Penalty 2120.157749 = -46510.077022
  nChanged 25
		SP:Iteration 5Q (140057.420000 sec): 3 clusters
  Score: Raw -48673.490982 + Penalty 2120.157749 = -46553.333233
  nChanged 13
		SP:Iteration 6Q (140057.430000 sec): 3 clusters
  Score: Raw -48704.080242 + Penalty 2120.157749 = -46583.922493
  nChanged 13
		SP:Iteration 7Q (140057.440000 sec): 3 clusters
  Score: Raw -48729.052987 + Penalty 2120.157749 = -46608.895237
  nChanged 8
		SP:Iteration 8Q (140057.450000 sec): 3 clusters
  Score: Raw -48747.657074 + Penalty 2120.157749 = -46627.499324
  nChanged 14
		SP:Iteration 9Q (140057.470000 sec): 3 clusters
  Score: Raw -48777.654449 + Penalty 2120.157749 = -46657.496700
  nChanged 9
		SP:Iteration 10Q (140057.480000 sec): 3 clusters
  Score: Raw -48790.971701 + Penalty 2120.157749 = -46670.813952
  nChanged 7
		SP:Iteration 11Q (140057.490000 sec): 3 clusters
  Score: Raw -48806.419133 + Penalty 2120.157749 = -46686.261384
  nChanged 8
		SP:Iteration 12Q (140057.510000 sec): 3 clusters
  Score: Raw -48821.081867 + Penalty 2120.157749 = -46700.924118
  nChanged 3
		SP:Iteration 13Q (140057.520000 sec): 3 clusters
  Score: Raw -48826.357578 + Penalty 2120.157749 = -46706.199829
  nChanged 2
		SP:Iteration 14Q (140057.530000 sec): 3 clusters
  Score: Raw -48827.975265 + Penalty 2120.157749 = -46707.817515
  nChanged 2
		SP:Iteration 15Q (140057.550000 sec): 3 clusters
  Score: Raw -48831.253338 + Penalty 2120.157749 = -46711.095589
  nChanged 1
		SP:Iteration 16Q (140057.560000 sec): 3 clusters
  Score: Raw -48833.112794 + Penalty 2120.157749 = -46712.955045
  nChanged 1
		SP:Iteration 17Q (140057.570000 sec): 3 clusters
  Score: Raw -48834.008443 + Penalty 2120.157749 = -46713.850694
  nChanged 0
		SP:Iteration 18F (140057.590000 sec): 3 clusters
  Score: Raw -48834.008443 + Penalty 2120.157749 = -46713.850694
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 18 (1289 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (140057.640000 sec): 2 clusters
  Score: Raw -97030.022982 + Penalty 1163.763575 = -95866.259407
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (140057.660000 sec): 3 clusters
  Score: Raw -96552.448248 + Penalty 2327.527151 = -94224.921097
  nChanged 417
		SP:Iteration 1F (140057.690000 sec): 3 clusters
  Score: Raw -96996.088846 + Penalty 2327.527151 = -94668.561695
  nChanged 118
		SP:Iteration 2F (140057.710000 sec): 3 clusters
  Score: Raw -97230.533412 + Penalty 2327.527151 = -94903.006261
  nChanged 94
		SP:Iteration 3F (140057.740000 sec): 3 clusters
  Score: Raw -97429.479419 + Penalty 2327.527151 = -95101.952268
  nChanged 77
		SP:Iteration 4F (140057.760000 sec): 3 clusters
  Score: Raw -97582.230951 + Penalty 2327.527151 = -95254.703800
  nChanged 55
		SP:Iteration 5Q (140057.790000 sec): 3 clusters
  Score: Raw -97701.559491 + Penalty 2327.527151 = -95374.032340
  nChanged 53
		SP:Iteration 6Q (140057.810000 sec): 3 clusters
  Score: Raw -97854.503784 + Penalty 2327.527151 = -95526.976633
  nChanged 41
		SP:Iteration 7Q (140057.830000 sec): 3 clusters
  Score: Raw -97966.913181 + Penalty 2327.527151 = -95639.386030
  nChanged 26
		SP:Iteration 8Q (140057.860000 sec): 3 clusters
  Score: Raw -98009.148853 + Penalty 2327.527151 = -95681.621702
  nChanged 12
		SP:Iteration 9Q (140057.880000 sec): 3 clusters
  Score: Raw -98027.059933 + Penalty 2327.527151 = -95699.532782
  nChanged 12
		SP:Iteration 10Q (140057.900000 sec): 3 clusters
  Score: Raw -98051.061354 + Penalty 2327.527151 = -95723.534203
  nChanged 13
		SP:Iteration 11Q (140057.930000 sec): 3 clusters
  Score: Raw -98067.346459 + Penalty 2327.527151 = -95739.819308
  nChanged 10
		SP:Iteration 12Q (140057.950000 sec): 3 clusters
  Score: Raw -98075.576867 + Penalty 2327.527151 = -95748.049716
  nChanged 6
		SP:Iteration 13Q (140057.970000 sec): 3 clusters
  Score: Raw -98082.980788 + Penalty 2327.527151 = -95755.453637
  nChanged 4
		SP:Iteration 14Q (140058.000000 sec): 3 clusters
  Score: Raw -98088.064193 + Penalty 2327.527151 = -95760.537042
  nChanged 8
		SP:Iteration 15Q (140058.020000 sec): 3 clusters
  Score: Raw -98103.667628 + Penalty 2327.527151 = -95776.140477
  nChanged 8
		SP:Iteration 16Q (140058.040000 sec): 3 clusters
  Score: Raw -98113.765112 + Penalty 2327.527151 = -95786.237961
  nChanged 5
		SP:Iteration 17Q (140058.070000 sec): 3 clusters
  Score: Raw -98122.192222 + Penalty 2327.527151 = -95794.665071
  nChanged 9
		SP:Iteration 18Q (140058.090000 sec): 3 clusters
  Score: Raw -98133.411509 + Penalty 2327.527151 = -95805.884358
  nChanged 15
		SP:Iteration 19Q (140058.110000 sec): 3 clusters
  Score: Raw -98177.918256 + Penalty 2327.527151 = -95850.391105
  nChanged 11
		SP:Iteration 20F (140058.130000 sec): 3 clusters
  Score: Raw -98220.182162 + Penalty 2327.527151 = -95892.655011
  nChanged 11
		SP:Iteration 21Q (140058.160000 sec): 3 clusters
  Score: Raw -98252.544807 + Penalty 2327.527151 = -95925.017656
  nChanged 6
		SP:Iteration 22Q (140058.180000 sec): 3 clusters
  Score: Raw -98266.579269 + Penalty 2327.527151 = -95939.052118
  nChanged 4
		SP:Iteration 23Q (140058.200000 sec): 3 clusters
  Score: Raw -98271.401323 + Penalty 2327.527151 = -95943.874172
  nChanged 1
		SP:Iteration 24Q (140058.230000 sec): 3 clusters
  Score: Raw -98272.460133 + Penalty 2327.527151 = -95944.932982
  nChanged 1
		SP:Iteration 25Q (140058.250000 sec): 3 clusters
  Score: Raw -98272.909965 + Penalty 2327.527151 = -95945.382815
  nChanged 0
		SP:Iteration 26F (140058.270000 sec): 3 clusters
  Score: Raw -98272.909965 + Penalty 2327.527151 = -95945.382815
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 116.
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 19 (4819 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (140058.360000 sec): 2 clusters
  Score: Raw -437294.169244 + Penalty 1378.052279 = -435916.116965
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (140058.460000 sec): 3 clusters
  Score: Raw -434853.183738 + Penalty 2756.104558 = -432097.079180
  nChanged 1883
		SP:Iteration 1F (140058.550000 sec): 3 clusters
  Score: Raw -435869.544346 + Penalty 2756.104558 = -433113.439788
  nChanged 357
		SP:Iteration 2F (140058.630000 sec): 3 clusters
  Score: Raw -436100.559612 + Penalty 2756.104558 = -433344.455054
  nChanged 302
		SP:Iteration 3F (140058.730000 sec): 3 clusters
  Score: Raw -436277.450455 + Penalty 2756.104558 = -433521.345897
  nChanged 241
		SP:Iteration 4F (140058.810000 sec): 3 clusters
  Score: Raw -436422.838074 + Penalty 2756.104558 = -433666.733516
  nChanged 232
		SP:Iteration 5Q (140058.900000 sec): 3 clusters
  Score: Raw -436568.023820 + Penalty 2756.104558 = -433811.919262
  nChanged 221
		SP:Iteration 6Q (140058.990000 sec): 3 clusters
  Score: Raw -436726.968433 + Penalty 2756.104558 = -433970.863876
  nChanged 236
		SP:Iteration 7Q (140059.090000 sec): 3 clusters
  Score: Raw -436905.266939 + Penalty 2756.104558 = -434149.162381
  nChanged 205
		SP:Iteration 8Q (140059.170000 sec): 3 clusters
  Score: Raw -437061.323345 + Penalty 2756.104558 = -434305.218787
  nChanged 193
		SP:Iteration 9Q (140059.270000 sec): 3 clusters
  Score: Raw -437205.432992 + Penalty 2756.104558 = -434449.328435
  nChanged 175
		SP:Iteration 10Q (140059.350000 sec): 3 clusters
  Score: Raw -437348.103984 + Penalty 2756.104558 = -434591.999426
  nChanged 177
		SP:Iteration 11Q (140059.450000 sec): 3 clusters
  Score: Raw -437485.486910 + Penalty 2756.104558 = -434729.382353
  nChanged 117
		SP:Iteration 12Q (140059.530000 sec): 3 clusters
  Score: Raw -437556.868613 + Penalty 2756.104558 = -434800.764055
  nChanged 78
		SP:Iteration 13Q (140059.620000 sec): 3 clusters
  Score: Raw -437589.470897 + Penalty 2756.104558 = -434833.366339
  nChanged 62
		SP:Iteration 14Q (140059.710000 sec): 3 clusters
  Score: Raw -437613.310788 + Penalty 2756.104558 = -434857.206230
  nChanged 45
		SP:Iteration 15Q (140059.800000 sec): 3 clusters
  Score: Raw -437629.919474 + Penalty 2756.104558 = -434873.814917
  nChanged 42
		SP:Iteration 16Q (140059.890000 sec): 3 clusters
  Score: Raw -437647.319620 + Penalty 2756.104558 = -434891.215062
  nChanged 47
		SP:Iteration 17Q (140059.980000 sec): 3 clusters
  Score: Raw -437667.604409 + Penalty 2756.104558 = -434911.499851
  nChanged 34
		SP:Iteration 18Q (140060.070000 sec): 3 clusters
  Score: Raw -437680.985498 + Penalty 2756.104558 = -434924.880940
  nChanged 26
		SP:Iteration 19Q (140060.160000 sec): 3 clusters
  Score: Raw -437690.817791 + Penalty 2756.104558 = -434934.713233
  nChanged 28
		SP:Iteration 20F (140060.240000 sec): 3 clusters
  Score: Raw -437700.150482 + Penalty 2756.104558 = -434944.045924
  nChanged 22
		SP:Iteration 21Q (140060.330000 sec): 3 clusters
  Score: Raw -437707.017056 + Penalty 2756.104558 = -434950.912498
  nChanged 22
		SP:Iteration 22Q (140060.420000 sec): 3 clusters
  Score: Raw -437714.161645 + Penalty 2756.104558 = -434958.057087
  nChanged 20
		SP:Iteration 23Q (140060.510000 sec): 3 clusters
  Score: Raw -437720.657700 + Penalty 2756.104558 = -434964.553142
  nChanged 18
		SP:Iteration 24Q (140060.600000 sec): 3 clusters
  Score: Raw -437726.164235 + Penalty 2756.104558 = -434970.059677
  nChanged 18
		SP:Iteration 25Q (140060.680000 sec): 3 clusters
  Score: Raw -437735.068539 + Penalty 2756.104558 = -434978.963981
  nChanged 25
		SP:Iteration 26Q (140060.770000 sec): 3 clusters
  Score: Raw -437744.379528 + Penalty 2756.104558 = -434988.274970
  nChanged 19
		SP:Iteration 27Q (140060.860000 sec): 3 clusters
  Score: Raw -437749.784402 + Penalty 2756.104558 = -434993.679844
  nChanged 17
		SP:Iteration 28Q (140060.940000 sec): 3 clusters
  Score: Raw -437754.515445 + Penalty 2756.104558 = -434998.410887
  nChanged 12
		SP:Iteration 29Q (140061.030000 sec): 3 clusters
  Score: Raw -437758.852710 + Penalty 2756.104558 = -435002.748152
  nChanged 11
		SP:Iteration 30Q (140061.120000 sec): 3 clusters
  Score: Raw -437762.259262 + Penalty 2756.104558 = -435006.154704
  nChanged 9
		SP:Iteration 31Q (140061.210000 sec): 3 clusters
  Score: Raw -437764.487767 + Penalty 2756.104558 = -435008.383209
  nChanged 10
		SP:Iteration 32Q (140061.300000 sec): 3 clusters
  Score: Raw -437766.892692 + Penalty 2756.104558 = -435010.788134
  nChanged 9
		SP:Iteration 33Q (140061.380000 sec): 3 clusters
  Score: Raw -437769.902736 + Penalty 2756.104558 = -435013.798178
  nChanged 10
		SP:Iteration 34Q (140061.470000 sec): 3 clusters
  Score: Raw -437773.230857 + Penalty 2756.104558 = -435017.126299
  nChanged 11
		SP:Iteration 35Q (140061.560000 sec): 3 clusters
  Score: Raw -437776.237195 + Penalty 2756.104558 = -435020.132637
  nChanged 9
		SP:Iteration 36Q (140061.650000 sec): 3 clusters
  Score: Raw -437778.597669 + Penalty 2756.104558 = -435022.493111
  nChanged 9
		SP:Iteration 37Q (140061.740000 sec): 3 clusters
  Score: Raw -437781.801250 + Penalty 2756.104558 = -435025.696692
  nChanged 10
		SP:Iteration 38Q (140061.820000 sec): 3 clusters
  Score: Raw -437784.638188 + Penalty 2756.104558 = -435028.533630
  nChanged 13
		SP:Iteration 39Q (140061.910000 sec): 3 clusters
  Score: Raw -437788.862738 + Penalty 2756.104558 = -435032.758180
  nChanged 11
		SP:Iteration 40F (140062.000000 sec): 3 clusters
  Score: Raw -437792.011027 + Penalty 2756.104558 = -435035.906469
  nChanged 12
		SP:Iteration 41Q (140062.090000 sec): 3 clusters
  Score: Raw -437795.507757 + Penalty 2756.104558 = -435039.403199
  nChanged 9
		SP:Iteration 42Q (140062.170000 sec): 3 clusters
  Score: Raw -437797.521676 + Penalty 2756.104558 = -435041.417118
  nChanged 6
		SP:Iteration 43Q (140062.260000 sec): 3 clusters
  Score: Raw -437798.986153 + Penalty 2756.104558 = -435042.881596
  nChanged 7
		SP:Iteration 44Q (140062.350000 sec): 3 clusters
  Score: Raw -437800.239304 + Penalty 2756.104558 = -435044.134746
  nChanged 4
		SP:Iteration 45Q (140062.440000 sec): 3 clusters
  Score: Raw -437801.486077 + Penalty 2756.104558 = -435045.381519
  nChanged 9
		SP:Iteration 46Q (140062.520000 sec): 3 clusters
  Score: Raw -437804.243256 + Penalty 2756.104558 = -435048.138698
  nChanged 9
		SP:Iteration 47Q (140062.610000 sec): 3 clusters
  Score: Raw -437806.665923 + Penalty 2756.104558 = -435050.561365
  nChanged 4
		SP:Iteration 48Q (140062.700000 sec): 3 clusters
  Score: Raw -437807.805868 + Penalty 2756.104558 = -435051.701310
  nChanged 3
		SP:Iteration 49Q (140062.780000 sec): 3 clusters
  Score: Raw -437808.601311 + Penalty 2756.104558 = -435052.496753
  nChanged 1
		SP:Iteration 50Q (140062.870000 sec): 3 clusters
  Score: Raw -437808.997286 + Penalty 2756.104558 = -435052.892728
  nChanged 3
		SP:Iteration 51Q (140062.960000 sec): 3 clusters
  Score: Raw -437809.556961 + Penalty 2756.104558 = -435053.452403
  nChanged 0
		SP:Iteration 52F (140063.040000 sec): 3 clusters
  Score: Raw -437809.556961 + Penalty 2756.104558 = -435053.452403
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 20 (4173 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (140063.120000 sec): 2 clusters
  Score: Raw -353019.123494 + Penalty 1354.663453 = -351664.460040
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (140063.200000 sec): 3 clusters
  Score: Raw -350898.134104 + Penalty 2709.326906 = -348188.807198
  nChanged 1640
		SP:Iteration 1F (140063.280000 sec): 3 clusters
  Score: Raw -351818.877559 + Penalty 2709.326906 = -349109.550652
  nChanged 319
		SP:Iteration 2F (140063.360000 sec): 3 clusters
  Score: Raw -352027.413302 + Penalty 2709.326906 = -349318.086395
  nChanged 243
		SP:Iteration 3F (140063.440000 sec): 3 clusters
  Score: Raw -352198.531669 + Penalty 2709.326906 = -349489.204762
  nChanged 246
		SP:Iteration 4F (140063.520000 sec): 3 clusters
  Score: Raw -352375.229072 + Penalty 2709.326906 = -349665.902166
  nChanged 205
		SP:Iteration 5Q (140063.600000 sec): 3 clusters
  Score: Raw -352516.382288 + Penalty 2709.326906 = -349807.055382
  nChanged 163
		SP:Iteration 6Q (140063.680000 sec): 3 clusters
  Score: Raw -352634.716354 + Penalty 2709.326906 = -349925.389447
  nChanged 155
		SP:Iteration 7Q (140063.750000 sec): 3 clusters
  Score: Raw -352741.606054 + Penalty 2709.326906 = -350032.279148
  nChanged 123
		SP:Iteration 8Q (140063.830000 sec): 3 clusters
  Score: Raw -352816.700737 + Penalty 2709.326906 = -350107.373831
  nChanged 98
		SP:Iteration 9Q (140063.910000 sec): 3 clusters
  Score: Raw -352863.008972 + Penalty 2709.326906 = -350153.682066
  nChanged 68
		SP:Iteration 10Q (140063.990000 sec): 3 clusters
  Score: Raw -352892.753492 + Penalty 2709.326906 = -350183.426586
  nChanged 75
		SP:Iteration 11Q (140064.070000 sec): 3 clusters
  Score: Raw -352925.643734 + Penalty 2709.326906 = -350216.316828
  nChanged 60
		SP:Iteration 12Q (140064.150000 sec): 3 clusters
  Score: Raw -352947.661135 + Penalty 2709.326906 = -350238.334229
  nChanged 53
		SP:Iteration 13Q (140064.230000 sec): 3 clusters
  Score: Raw -352967.494224 + Penalty 2709.326906 = -350258.167318
  nChanged 48
		SP:Iteration 14Q (140064.310000 sec): 3 clusters
  Score: Raw -352983.839695 + Penalty 2709.326906 = -350274.512788
  nChanged 44
		SP:Iteration 15Q (140064.390000 sec): 3 clusters
  Score: Raw -352999.729727 + Penalty 2709.326906 = -350290.402821
  nChanged 38
		SP:Iteration 16Q (140064.470000 sec): 3 clusters
  Score: Raw -353011.808481 + Penalty 2709.326906 = -350302.481575
  nChanged 30
		SP:Iteration 17Q (140064.550000 sec): 3 clusters
  Score: Raw -353021.523813 + Penalty 2709.326906 = -350312.196907
  nChanged 28
		SP:Iteration 18Q (140064.630000 sec): 3 clusters
  Score: Raw -353029.935236 + Penalty 2709.326906 = -350320.608330
  nChanged 26
		SP:Iteration 19Q (140064.700000 sec): 3 clusters
  Score: Raw -353039.661582 + Penalty 2709.326906 = -350330.334676
  nChanged 27
		SP:Iteration 20F (140064.780000 sec): 3 clusters
  Score: Raw -353051.736611 + Penalty 2709.326906 = -350342.409705
  nChanged 29
		SP:Iteration 21Q (140064.860000 sec): 3 clusters
  Score: Raw -353060.951320 + Penalty 2709.326906 = -350351.624414
  nChanged 25
		SP:Iteration 22Q (140064.940000 sec): 3 clusters
  Score: Raw -353067.044490 + Penalty 2709.326906 = -350357.717584
  nChanged 16
		SP:Iteration 23Q (140065.020000 sec): 3 clusters
  Score: Raw -353070.269555 + Penalty 2709.326906 = -350360.942649
  nChanged 21
		SP:Iteration 24Q (140065.100000 sec): 3 clusters
  Score: Raw -353076.734404 + Penalty 2709.326906 = -350367.407498
  nChanged 22
		SP:Iteration 25Q (140065.180000 sec): 3 clusters
  Score: Raw -353081.167998 + Penalty 2709.326906 = -350371.841092
  nChanged 11
		SP:Iteration 26Q (140065.260000 sec): 3 clusters
  Score: Raw -353083.860446 + Penalty 2709.326906 = -350374.533540
  nChanged 8
		SP:Iteration 27Q (140065.340000 sec): 3 clusters
  Score: Raw -353086.026353 + Penalty 2709.326906 = -350376.699447
  nChanged 7
		SP:Iteration 28Q (140065.420000 sec): 3 clusters
  Score: Raw -353088.435131 + Penalty 2709.326906 = -350379.108225
  nChanged 10
		SP:Iteration 29Q (140065.500000 sec): 3 clusters
  Score: Raw -353091.295304 + Penalty 2709.326906 = -350381.968398
  nChanged 8
		SP:Iteration 30Q (140065.580000 sec): 3 clusters
  Score: Raw -353092.935963 + Penalty 2709.326906 = -350383.609056
  nChanged 7
		SP:Iteration 31Q (140065.660000 sec): 3 clusters
  Score: Raw -353093.759262 + Penalty 2709.326906 = -350384.432356
  nChanged 1
		SP:Iteration 32Q (140065.740000 sec): 3 clusters
  Score: Raw -353093.843687 + Penalty 2709.326906 = -350384.516781
  nChanged 0
		SP:Iteration 33F (140065.820000 sec): 3 clusters
  Score: Raw -353093.843687 + Penalty 2709.326906 = -350384.516781
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 21 (106718 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (140066.530000 sec): 2 clusters
  Score: Raw -9722563.985644 + Penalty 1881.416082 = -9720682.569562
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (140067.490000 sec): 3 clusters
  Score: Raw -9652978.830476 + Penalty 3762.832164 = -9649215.998311
  nChanged 51145
		SP:Iteration 1F (140068.440000 sec): 3 clusters
  Score: Raw -9682081.078690 + Penalty 3762.832164 = -9678318.246526
  nChanged 3247
		SP:Iteration 2Q (140069.500000 sec): 3 clusters
  Score: Raw -9682839.264850 + Penalty 3762.832164 = -9679076.432686
  nChanged 3450
		SP:Iteration 3Q (140070.520000 sec): 3 clusters
  Score: Raw -9683783.212818 + Penalty 3762.832164 = -9680020.380654
  nChanged 3785
		SP:Iteration 4Q (140071.560000 sec): 3 clusters
  Score: Raw -9685002.849421 + Penalty 3762.832164 = -9681240.017257
  nChanged 4256
		SP:Iteration 5Q (140072.630000 sec): 3 clusters
  Score: Raw -9686623.904614 + Penalty 3762.832164 = -9682861.072450
  nChanged 4879
		SP:Iteration 6Q (140073.640000 sec): 3 clusters
  Score: Raw -9688773.087478 + Penalty 3762.832164 = -9685010.255313
  nChanged 5410
		SP:Iteration 7F (140074.620000 sec): 3 clusters
  Score: Raw -9691535.828914 + Penalty 3762.832164 = -9687772.996750
  nChanged 5860
		SP:Iteration 8F (140075.590000 sec): 3 clusters
  Score: Raw -9694988.017305 + Penalty 3762.832164 = -9691225.185141
  nChanged 6146
		SP:Iteration 9F (140076.540000 sec): 3 clusters
  Score: Raw -9699025.873250 + Penalty 3762.832164 = -9695263.041086
  nChanged 6210
		SP:Iteration 10F (140077.480000 sec): 3 clusters
  Score: Raw -9703326.614891 + Penalty 3762.832164 = -9699563.782727
  nChanged 5725
		SP:Iteration 11F (140078.440000 sec): 3 clusters
  Score: Raw -9707210.454078 + Penalty 3762.832164 = -9703447.621914
  nChanged 4733
		SP:Iteration 12Q (140079.430000 sec): 3 clusters
  Score: Raw -9710102.914368 + Penalty 3762.832164 = -9706340.082204
  nChanged 3662
		SP:Iteration 13Q (140080.390000 sec): 3 clusters
  Score: Raw -9712036.210600 + Penalty 3762.832164 = -9708273.378436
  nChanged 2812
		SP:Iteration 14Q (140081.330000 sec): 3 clusters
  Score: Raw -9713402.430125 + Penalty 3762.832164 = -9709639.597961
  nChanged 2420
		SP:Iteration 15Q (140082.280000 sec): 3 clusters
  Score: Raw -9714580.466439 + Penalty 3762.832164 = -9710817.634275
  nChanged 2094
		SP:Iteration 16Q (140083.220000 sec): 3 clusters
  Score: Raw -9715622.807241 + Penalty 3762.832164 = -9711859.975077
  nChanged 2026
		SP:Iteration 17Q (140084.160000 sec): 3 clusters
  Score: Raw -9716714.617226 + Penalty 3762.832164 = -9712951.785062
  nChanged 1961
		SP:Iteration 18Q (140085.110000 sec): 3 clusters
  Score: Raw -9717842.311931 + Penalty 3762.832164 = -9714079.479767
  nChanged 1785
		SP:Iteration 19Q (140086.040000 sec): 3 clusters
  Score: Raw -9718948.515963 + Penalty 3762.832164 = -9715185.683798
  nChanged 1559
		SP:Iteration 20F (140086.980000 sec): 3 clusters
  Score: Raw -9719916.954537 + Penalty 3762.832164 = -9716154.122373
  nChanged 1349
		SP:Iteration 21Q (140087.890000 sec): 3 clusters
  Score: Raw -9720738.119445 + Penalty 3762.832164 = -9716975.287281
  nChanged 1180
		SP:Iteration 22Q (140088.760000 sec): 3 clusters
  Score: Raw -9721393.361465 + Penalty 3762.832164 = -9717630.529301
  nChanged 926
		SP:Iteration 23Q (140089.680000 sec): 3 clusters
  Score: Raw -9721821.305107 + Penalty 3762.832164 = -9718058.472943
  nChanged 770
		SP:Iteration 24Q (140090.550000 sec): 3 clusters
  Score: Raw -9722122.414262 + Penalty 3762.832164 = -9718359.582098
  nChanged 625
		SP:Iteration 25Q (140091.450000 sec): 3 clusters
  Score: Raw -9722332.594771 + Penalty 3762.832164 = -9718569.762606
  nChanged 525
		SP:Iteration 26Q (140092.330000 sec): 3 clusters
  Score: Raw -9722489.831624 + Penalty 3762.832164 = -9718726.999460
  nChanged 426
		SP:Iteration 27Q (140093.190000 sec): 3 clusters
  Score: Raw -9722601.929022 + Penalty 3762.832164 = -9718839.096858
  nChanged 366
		SP:Iteration 28Q (140094.050000 sec): 3 clusters
  Score: Raw -9722692.102564 + Penalty 3762.832164 = -9718929.270400
  nChanged 337
		SP:Iteration 29Q (140094.960000 sec): 3 clusters
  Score: Raw -9722766.830529 + Penalty 3762.832164 = -9719003.998365
  nChanged 288
		SP:Iteration 30Q (140095.830000 sec): 3 clusters
  Score: Raw -9722824.395068 + Penalty 3762.832164 = -9719061.562904
  nChanged 250
		SP:Iteration 31Q (140096.680000 sec): 3 clusters
  Score: Raw -9722871.808146 + Penalty 3762.832164 = -9719108.975982
  nChanged 215
		SP:Iteration 32Q (140097.540000 sec): 3 clusters
  Score: Raw -9722911.410956 + Penalty 3762.832164 = -9719148.578792
  nChanged 209
		SP:Iteration 33Q (140098.440000 sec): 3 clusters
  Score: Raw -9722951.791299 + Penalty 3762.832164 = -9719188.959135
  nChanged 197
		SP:Iteration 34Q (140099.320000 sec): 3 clusters
  Score: Raw -9722990.635557 + Penalty 3762.832164 = -9719227.803393
  nChanged 181
		SP:Iteration 35Q (140100.170000 sec): 3 clusters
  Score: Raw -9723021.073878 + Penalty 3762.832164 = -9719258.241713
  nChanged 164
		SP:Iteration 36Q (140101.020000 sec): 3 clusters
  Score: Raw -9723049.915538 + Penalty 3762.832164 = -9719287.083374
  nChanged 151
		SP:Iteration 37Q (140101.920000 sec): 3 clusters
  Score: Raw -9723076.826909 + Penalty 3762.832164 = -9719313.994744
  nChanged 120
		SP:Iteration 38Q (140102.790000 sec): 3 clusters
  Score: Raw -9723095.002910 + Penalty 3762.832164 = -9719332.170746
  nChanged 96
		SP:Iteration 39Q (140103.660000 sec): 3 clusters
  Score: Raw -9723105.446966 + Penalty 3762.832164 = -9719342.614802
  nChanged 64
		SP:Iteration 40F (140104.600000 sec): 3 clusters
  Score: Raw -9723112.134809 + Penalty 3762.832164 = -9719349.302645
  nChanged 57
		SP:Iteration 41Q (140105.450000 sec): 3 clusters
  Score: Raw -9723119.768982 + Penalty 3762.832164 = -9719356.936818
  nChanged 61
		SP:Iteration 42Q (140106.300000 sec): 3 clusters
  Score: Raw -9723128.116975 + Penalty 3762.832164 = -9719365.284811
  nChanged 63
		SP:Iteration 43Q (140107.140000 sec): 3 clusters
  Score: Raw -9723135.678796 + Penalty 3762.832164 = -9719372.846632
  nChanged 57
		SP:Iteration 44Q (140107.990000 sec): 3 clusters
  Score: Raw -9723142.494794 + Penalty 3762.832164 = -9719379.662630
  nChanged 55
		SP:Iteration 45Q (140108.830000 sec): 3 clusters
  Score: Raw -9723148.951236 + Penalty 3762.832164 = -9719386.119072
  nChanged 58
		SP:Iteration 46Q (140109.680000 sec): 3 clusters
  Score: Raw -9723156.482122 + Penalty 3762.832164 = -9719393.649958
  nChanged 60
		SP:Iteration 47Q (140110.530000 sec): 3 clusters
  Score: Raw -9723164.102075 + Penalty 3762.832164 = -9719401.269911
  nChanged 57
		SP:Iteration 48Q (140111.370000 sec): 3 clusters
  Score: Raw -9723170.886084 + Penalty 3762.832164 = -9719408.053920
  nChanged 55
		SP:Iteration 49Q (140112.260000 sec): 3 clusters
  Score: Raw -9723176.581467 + Penalty 3762.832164 = -9719413.749303
  nChanged 51
		SP:Iteration 50Q (140113.130000 sec): 3 clusters
  Score: Raw -9723182.597898 + Penalty 3762.832164 = -9719419.765734
  nChanged 40
		SP:Iteration 51Q (140114.000000 sec): 3 clusters
  Score: Raw -9723186.936542 + Penalty 3762.832164 = -9719424.104378
  nChanged 36
		SP:Iteration 52Q (140114.850000 sec): 3 clusters
  Score: Raw -9723190.701736 + Penalty 3762.832164 = -9719427.869572
  nChanged 27
		SP:Iteration 53Q (140115.700000 sec): 3 clusters
  Score: Raw -9723193.085564 + Penalty 3762.832164 = -9719430.253400
  nChanged 26
		SP:Iteration 54Q (140116.600000 sec): 3 clusters
  Score: Raw -9723195.487470 + Penalty 3762.832164 = -9719432.655306
  nChanged 21
		SP:Iteration 55Q (140117.460000 sec): 3 clusters
  Score: Raw -9723197.109581 + Penalty 3762.832164 = -9719434.277417
  nChanged 17
		SP:Iteration 56Q (140118.340000 sec): 3 clusters
  Score: Raw -9723199.091320 + Penalty 3762.832164 = -9719436.259156
  nChanged 23
		SP:Iteration 57Q (140119.180000 sec): 3 clusters
  Score: Raw -9723201.691474 + Penalty 3762.832164 = -9719438.859309
  nChanged 28
		SP:Iteration 58Q (140120.030000 sec): 3 clusters
  Score: Raw -9723205.207255 + Penalty 3762.832164 = -9719442.375091
  nChanged 31
		SP:Iteration 59Q (140120.870000 sec): 3 clusters
  Score: Raw -9723209.248584 + Penalty 3762.832164 = -9719446.416420
  nChanged 35
		SP:Iteration 60F (140121.860000 sec): 3 clusters
  Score: Raw -9723213.392930 + Penalty 3762.832164 = -9719450.560766
  nChanged 43
		SP:Iteration 61Q (140122.760000 sec): 3 clusters
  Score: Raw -9723219.052367 + Penalty 3762.832164 = -9719456.220203
  nChanged 41
		SP:Iteration 62Q (140123.630000 sec): 3 clusters
  Score: Raw -9723224.020862 + Penalty 3762.832164 = -9719461.188698
  nChanged 31
		SP:Iteration 63Q (140124.500000 sec): 3 clusters
  Score: Raw -9723226.642904 + Penalty 3762.832164 = -9719463.810740
  nChanged 13
		SP:Iteration 64Q (140125.340000 sec): 3 clusters
  Score: Raw -9723227.550294 + Penalty 3762.832164 = -9719464.718130
  nChanged 7
		SP:Iteration 65Q (140126.190000 sec): 3 clusters
  Score: Raw -9723228.140712 + Penalty 3762.832164 = -9719465.308548
  nChanged 10
		SP:Iteration 66Q (140127.030000 sec): 3 clusters
  Score: Raw -9723228.941890 + Penalty 3762.832164 = -9719466.109726
  nChanged 7
		SP:Iteration 67Q (140127.870000 sec): 3 clusters
  Score: Raw -9723229.536951 + Penalty 3762.832164 = -9719466.704787
  nChanged 9
		SP:Iteration 68Q (140128.770000 sec): 3 clusters
  Score: Raw -9723230.336042 + Penalty 3762.832164 = -9719467.503878
  nChanged 7
		SP:Iteration 69Q (140129.660000 sec): 3 clusters
  Score: Raw -9723230.786346 + Penalty 3762.832164 = -9719467.954182
  nChanged 4
		SP:Iteration 70Q (140130.500000 sec): 3 clusters
  Score: Raw -9723231.230051 + Penalty 3762.832164 = -9719468.397887
  nChanged 7
		SP:Iteration 71Q (140131.340000 sec): 3 clusters
  Score: Raw -9723231.928473 + Penalty 3762.832164 = -9719469.096309
  nChanged 5
		SP:Iteration 72Q (140132.190000 sec): 3 clusters
  Score: Raw -9723232.323175 + Penalty 3762.832164 = -9719469.491011
  nChanged 5
		SP:Iteration 73Q (140133.030000 sec): 3 clusters
  Score: Raw -9723232.676290 + Penalty 3762.832164 = -9719469.844125
  nChanged 4
		SP:Iteration 74Q (140133.880000 sec): 3 clusters
  Score: Raw -9723232.888229 + Penalty 3762.832164 = -9719470.056065
  nChanged 7
		SP:Iteration 75Q (140134.720000 sec): 3 clusters
  Score: Raw -9723233.318253 + Penalty 3762.832164 = -9719470.486089
  nChanged 1
		SP:Iteration 76Q (140135.620000 sec): 3 clusters
  Score: Raw -9723233.425361 + Penalty 3762.832164 = -9719470.593197
  nChanged 2
		SP:Iteration 77Q (140136.480000 sec): 3 clusters
  Score: Raw -9723233.505545 + Penalty 3762.832164 = -9719470.673380
  nChanged 0
		SP:Iteration 78F (140137.450000 sec): 3 clusters
  Score: Raw -9723233.505545 + Penalty 3762.832164 = -9719470.673380
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 22 (3157 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (140137.510000 sec): 2 clusters
  Score: Raw -287595.744308 + Penalty 1309.323842 = -286286.420466
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (140137.600000 sec): 3 clusters
  Score: Raw -286127.139674 + Penalty 2618.647684 = -283508.491990
  nChanged 1167
		SP:Iteration 1F (140137.660000 sec): 3 clusters
  Score: Raw -286805.791031 + Penalty 2618.647684 = -284187.143347
  nChanged 236
		SP:Iteration 2F (140137.720000 sec): 3 clusters
  Score: Raw -286950.320128 + Penalty 2618.647684 = -284331.672444
  nChanged 177
		SP:Iteration 3F (140137.780000 sec): 3 clusters
  Score: Raw -287075.266524 + Penalty 2618.647684 = -284456.618841
  nChanged 167
		SP:Iteration 4F (140137.840000 sec): 3 clusters
  Score: Raw -287179.707163 + Penalty 2618.647684 = -284561.059479
  nChanged 136
		SP:Iteration 5Q (140137.900000 sec): 3 clusters
  Score: Raw -287276.820911 + Penalty 2618.647684 = -284658.173227
  nChanged 123
		SP:Iteration 6Q (140137.960000 sec): 3 clusters
  Score: Raw -287358.480409 + Penalty 2618.647684 = -284739.832725
  nChanged 98
		SP:Iteration 7Q (140138.020000 sec): 3 clusters
  Score: Raw -287415.247490 + Penalty 2618.647684 = -284796.599806
  nChanged 78
		SP:Iteration 8Q (140138.080000 sec): 3 clusters
  Score: Raw -287453.557490 + Penalty 2618.647684 = -284834.909806
  nChanged 56
		SP:Iteration 9Q (140138.140000 sec): 3 clusters
  Score: Raw -287478.986857 + Penalty 2618.647684 = -284860.339173
  nChanged 49
		SP:Iteration 10Q (140138.200000 sec): 3 clusters
  Score: Raw -287504.304043 + Penalty 2618.647684 = -284885.656360
  nChanged 44
		SP:Iteration 11Q (140138.260000 sec): 3 clusters
  Score: Raw -287523.687697 + Penalty 2618.647684 = -284905.040014
  nChanged 43
		SP:Iteration 12Q (140138.320000 sec): 3 clusters
  Score: Raw -287540.110152 + Penalty 2618.647684 = -284921.462468
  nChanged 23
		SP:Iteration 13Q (140138.380000 sec): 3 clusters
  Score: Raw -287549.948076 + Penalty 2618.647684 = -284931.300392
  nChanged 22
		SP:Iteration 14Q (140138.440000 sec): 3 clusters
  Score: Raw -287558.750357 + Penalty 2618.647684 = -284940.102673
  nChanged 23
		SP:Iteration 15Q (140138.500000 sec): 3 clusters
  Score: Raw -287568.269024 + Penalty 2618.647684 = -284949.621341
  nChanged 20
		SP:Iteration 16Q (140138.560000 sec): 3 clusters
  Score: Raw -287576.701482 + Penalty 2618.647684 = -284958.053798
  nChanged 12
		SP:Iteration 17Q (140138.620000 sec): 3 clusters
  Score: Raw -287581.190381 + Penalty 2618.647684 = -284962.542697
  nChanged 9
		SP:Iteration 18Q (140138.680000 sec): 3 clusters
  Score: Raw -287586.454323 + Penalty 2618.647684 = -284967.806640
  nChanged 7
		SP:Iteration 19Q (140138.740000 sec): 3 clusters
  Score: Raw -287589.130333 + Penalty 2618.647684 = -284970.482649
  nChanged 6
		SP:Iteration 20F (140138.800000 sec): 3 clusters
  Score: Raw -287590.779122 + Penalty 2618.647684 = -284972.131438
  nChanged 3
		SP:Iteration 21Q (140138.860000 sec): 3 clusters
  Score: Raw -287591.621372 + Penalty 2618.647684 = -284972.973688
  nChanged 4
		SP:Iteration 22Q (140138.920000 sec): 3 clusters
  Score: Raw -287592.515606 + Penalty 2618.647684 = -284973.867922
  nChanged 3
		SP:Iteration 23Q (140138.980000 sec): 3 clusters
  Score: Raw -287593.359240 + Penalty 2618.647684 = -284974.711556
  nChanged 3
		SP:Iteration 24Q (140139.040000 sec): 3 clusters
  Score: Raw -287593.942342 + Penalty 2618.647684 = -284975.294659
  nChanged 2
		SP:Iteration 25Q (140139.100000 sec): 3 clusters
  Score: Raw -287594.563541 + Penalty 2618.647684 = -284975.915857
  nChanged 2
		SP:Iteration 26Q (140139.160000 sec): 3 clusters
  Score: Raw -287594.895406 + Penalty 2618.647684 = -284976.247723
  nChanged 0
		SP:Iteration 27F (140139.220000 sec): 3 clusters
  Score: Raw -287594.895406 + Penalty 2618.647684 = -284976.247723
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 23 (12186 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (140139.350000 sec): 2 clusters
  Score: Raw -1009667.221245 + Penalty 1528.806993 = -1008138.414253
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (140139.570000 sec): 3 clusters
  Score: Raw -1002713.401101 + Penalty 3057.613985 = -999655.787116
  nChanged 5275
		SP:Iteration 1F (140139.730000 sec): 3 clusters
  Score: Raw -1005705.198610 + Penalty 3057.613985 = -1002647.584625
  nChanged 828
		SP:Iteration 2F (140139.930000 sec): 3 clusters
  Score: Raw -1006163.158987 + Penalty 3057.613985 = -1003105.545002
  nChanged 742
		SP:Iteration 3F (140140.110000 sec): 3 clusters
  Score: Raw -1006571.670431 + Penalty 3057.613985 = -1003514.056446
  nChanged 683
		SP:Iteration 4F (140140.280000 sec): 3 clusters
  Score: Raw -1006934.128450 + Penalty 3057.613985 = -1003876.514465
  nChanged 659
		SP:Iteration 5F (140140.460000 sec): 3 clusters
  Score: Raw -1007298.912056 + Penalty 3057.613985 = -1004241.298071
  nChanged 609
		SP:Iteration 6Q (140140.650000 sec): 3 clusters
  Score: Raw -1007619.892574 + Penalty 3057.613985 = -1004562.278589
  nChanged 518
		SP:Iteration 7Q (140140.830000 sec): 3 clusters
  Score: Raw -1007864.649320 + Penalty 3057.613985 = -1004807.035335
  nChanged 452
		SP:Iteration 8Q (140141.030000 sec): 3 clusters
  Score: Raw -1008096.495977 + Penalty 3057.613985 = -1005038.881992
  nChanged 434
		SP:Iteration 9Q (140141.210000 sec): 3 clusters
  Score: Raw -1008323.928561 + Penalty 3057.613985 = -1005266.314576
  nChanged 419
		SP:Iteration 10Q (140141.390000 sec): 3 clusters
  Score: Raw -1008526.829399 + Penalty 3057.613985 = -1005469.215414
  nChanged 388
		SP:Iteration 11Q (140141.590000 sec): 3 clusters
  Score: Raw -1008724.163850 + Penalty 3057.613985 = -1005666.549865
  nChanged 373
		SP:Iteration 12Q (140141.770000 sec): 3 clusters
  Score: Raw -1008909.047567 + Penalty 3057.613985 = -1005851.433582
  nChanged 363
		SP:Iteration 13Q (140141.980000 sec): 3 clusters
  Score: Raw -1009068.060933 + Penalty 3057.613985 = -1006010.446948
  nChanged 302
		SP:Iteration 14Q (140142.170000 sec): 3 clusters
  Score: Raw -1009175.563105 + Penalty 3057.613985 = -1006117.949120
  nChanged 219
		SP:Iteration 15Q (140142.350000 sec): 3 clusters
  Score: Raw -1009242.545805 + Penalty 3057.613985 = -1006184.931820
  nChanged 197
		SP:Iteration 16Q (140142.530000 sec): 3 clusters
  Score: Raw -1009294.273602 + Penalty 3057.613985 = -1006236.659617
  nChanged 140
		SP:Iteration 17Q (140142.720000 sec): 3 clusters
  Score: Raw -1009321.401612 + Penalty 3057.613985 = -1006263.787627
  nChanged 100
		SP:Iteration 18Q (140142.910000 sec): 3 clusters
  Score: Raw -1009341.742028 + Penalty 3057.613985 = -1006284.128043
  nChanged 88
		SP:Iteration 19Q (140143.090000 sec): 3 clusters
  Score: Raw -1009358.283086 + Penalty 3057.613985 = -1006300.669101
  nChanged 85
		SP:Iteration 20F (140143.270000 sec): 3 clusters
  Score: Raw -1009372.687351 + Penalty 3057.613985 = -1006315.073366
  nChanged 75
		SP:Iteration 21Q (140143.450000 sec): 3 clusters
  Score: Raw -1009384.640946 + Penalty 3057.613985 = -1006327.026961
  nChanged 61
		SP:Iteration 22Q (140143.630000 sec): 3 clusters
  Score: Raw -1009393.734597 + Penalty 3057.613985 = -1006336.120612
  nChanged 45
		SP:Iteration 23Q (140143.830000 sec): 3 clusters
  Score: Raw -1009400.551889 + Penalty 3057.613985 = -1006342.937904
  nChanged 35
		SP:Iteration 24Q (140144.000000 sec): 3 clusters
  Score: Raw -1009404.730121 + Penalty 3057.613985 = -1006347.116136
  nChanged 27
		SP:Iteration 25Q (140144.190000 sec): 3 clusters
  Score: Raw -1009408.791647 + Penalty 3057.613985 = -1006351.177661
  nChanged 32
		SP:Iteration 26Q (140144.370000 sec): 3 clusters
  Score: Raw -1009413.683739 + Penalty 3057.613985 = -1006356.069754
  nChanged 33
		SP:Iteration 27Q (140144.550000 sec): 3 clusters
  Score: Raw -1009419.006861 + Penalty 3057.613985 = -1006361.392876
  nChanged 33
		SP:Iteration 28Q (140144.750000 sec): 3 clusters
  Score: Raw -1009424.446043 + Penalty 3057.613985 = -1006366.832058
  nChanged 32
		SP:Iteration 29Q (140144.930000 sec): 3 clusters
  Score: Raw -1009430.445993 + Penalty 3057.613985 = -1006372.832008
  nChanged 45
		SP:Iteration 30Q (140145.110000 sec): 3 clusters
  Score: Raw -1009438.096434 + Penalty 3057.613985 = -1006380.482449
  nChanged 47
		SP:Iteration 31Q (140145.300000 sec): 3 clusters
  Score: Raw -1009444.628851 + Penalty 3057.613985 = -1006387.014866
  nChanged 38
		SP:Iteration 32Q (140145.480000 sec): 3 clusters
  Score: Raw -1009450.027160 + Penalty 3057.613985 = -1006392.413175
  nChanged 32
		SP:Iteration 33Q (140145.680000 sec): 3 clusters
  Score: Raw -1009454.500334 + Penalty 3057.613985 = -1006396.886349
  nChanged 23
		SP:Iteration 34Q (140145.870000 sec): 3 clusters
  Score: Raw -1009458.291295 + Penalty 3057.613985 = -1006400.677310
  nChanged 31
		SP:Iteration 35Q (140146.050000 sec): 3 clusters
  Score: Raw -1009462.072695 + Penalty 3057.613985 = -1006404.458710
  nChanged 17
		SP:Iteration 36Q (140146.230000 sec): 3 clusters
  Score: Raw -1009464.112009 + Penalty 3057.613985 = -1006406.498024
  nChanged 12
		SP:Iteration 37Q (140146.420000 sec): 3 clusters
  Score: Raw -1009465.780150 + Penalty 3057.613985 = -1006408.166165
  nChanged 15
		SP:Iteration 38Q (140146.610000 sec): 3 clusters
  Score: Raw -1009467.577147 + Penalty 3057.613985 = -1006409.963162
  nChanged 13
		SP:Iteration 39Q (140146.810000 sec): 3 clusters
  Score: Raw -1009469.011017 + Penalty 3057.613985 = -1006411.397032
  nChanged 16
		SP:Iteration 40F (140146.990000 sec): 3 clusters
  Score: Raw -1009470.941724 + Penalty 3057.613985 = -1006413.327739
  nChanged 14
		SP:Iteration 41Q (140147.170000 sec): 3 clusters
  Score: Raw -1009473.057030 + Penalty 3057.613985 = -1006415.443045
  nChanged 15
		SP:Iteration 42Q (140147.370000 sec): 3 clusters
  Score: Raw -1009475.165345 + Penalty 3057.613985 = -1006417.551360
  nChanged 15
		SP:Iteration 43Q (140147.560000 sec): 3 clusters
  Score: Raw -1009476.860145 + Penalty 3057.613985 = -1006419.246160
  nChanged 17
		SP:Iteration 44Q (140147.740000 sec): 3 clusters
  Score: Raw -1009479.300486 + Penalty 3057.613985 = -1006421.686501
  nChanged 25
		SP:Iteration 45Q (140147.910000 sec): 3 clusters
  Score: Raw -1009483.132869 + Penalty 3057.613985 = -1006425.518884
  nChanged 22
		SP:Iteration 46Q (140148.110000 sec): 3 clusters
  Score: Raw -1009485.617311 + Penalty 3057.613985 = -1006428.003326
  nChanged 18
		SP:Iteration 47Q (140148.280000 sec): 3 clusters
  Score: Raw -1009488.334163 + Penalty 3057.613985 = -1006430.720178
  nChanged 23
		SP:Iteration 48Q (140148.480000 sec): 3 clusters
  Score: Raw -1009491.908941 + Penalty 3057.613985 = -1006434.294956
  nChanged 22
		SP:Iteration 49Q (140148.660000 sec): 3 clusters
  Score: Raw -1009494.668743 + Penalty 3057.613985 = -1006437.054758
  nChanged 20
		SP:Iteration 50Q (140148.840000 sec): 3 clusters
  Score: Raw -1009497.714140 + Penalty 3057.613985 = -1006440.100155
  nChanged 25
		SP:Iteration 51Q (140149.040000 sec): 3 clusters
  Score: Raw -1009501.846560 + Penalty 3057.613985 = -1006444.232575
  nChanged 31
		SP:Iteration 52Q (140149.300000 sec): 3 clusters
  Score: Raw -1009506.300126 + Penalty 3057.613985 = -1006448.686141
  nChanged 23
		SP:Iteration 53Q (140149.470000 sec): 3 clusters
  Score: Raw -1009509.446096 + Penalty 3057.613985 = -1006451.832111
  nChanged 26
		SP:Iteration 54Q (140149.650000 sec): 3 clusters
  Score: Raw -1009513.259615 + Penalty 3057.613985 = -1006455.645630
  nChanged 30
		SP:Iteration 55Q (140149.830000 sec): 3 clusters
  Score: Raw -1009516.554172 + Penalty 3057.613985 = -1006458.940187
  nChanged 26
		SP:Iteration 56Q (140150.030000 sec): 3 clusters
  Score: Raw -1009520.395463 + Penalty 3057.613985 = -1006462.781478
  nChanged 32
		SP:Iteration 57Q (140150.210000 sec): 3 clusters
  Score: Raw -1009525.046489 + Penalty 3057.613985 = -1006467.432504
  nChanged 35
		SP:Iteration 58Q (140150.390000 sec): 3 clusters
  Score: Raw -1009530.679247 + Penalty 3057.613985 = -1006473.065262
  nChanged 31
		SP:Iteration 59Q (140150.590000 sec): 3 clusters
  Score: Raw -1009534.495485 + Penalty 3057.613985 = -1006476.881500
  nChanged 24
		SP:Iteration 60F (140150.770000 sec): 3 clusters
  Score: Raw -1009537.863529 + Penalty 3057.613985 = -1006480.249544
  nChanged 18
		SP:Iteration 61Q (140150.940000 sec): 3 clusters
  Score: Raw -1009539.936440 + Penalty 3057.613985 = -1006482.322455
  nChanged 16
		SP:Iteration 62Q (140151.140000 sec): 3 clusters
  Score: Raw -1009541.783475 + Penalty 3057.613985 = -1006484.169490
  nChanged 22
		SP:Iteration 63Q (140151.320000 sec): 3 clusters
  Score: Raw -1009544.566884 + Penalty 3057.613985 = -1006486.952899
  nChanged 21
		SP:Iteration 64Q (140151.490000 sec): 3 clusters
  Score: Raw -1009547.232585 + Penalty 3057.613985 = -1006489.618600
  nChanged 26
		SP:Iteration 65Q (140151.680000 sec): 3 clusters
  Score: Raw -1009551.103179 + Penalty 3057.613985 = -1006493.489194
  nChanged 31
		SP:Iteration 66Q (140151.860000 sec): 3 clusters
  Score: Raw -1009555.040086 + Penalty 3057.613985 = -1006497.426101
  nChanged 33
		SP:Iteration 67Q (140152.040000 sec): 3 clusters
  Score: Raw -1009558.982716 + Penalty 3057.613985 = -1006501.368731
  nChanged 23
		SP:Iteration 68Q (140152.230000 sec): 3 clusters
  Score: Raw -1009562.344408 + Penalty 3057.613985 = -1006504.730423
  nChanged 20
		SP:Iteration 69Q (140152.400000 sec): 3 clusters
  Score: Raw -1009564.952915 + Penalty 3057.613985 = -1006507.338930
  nChanged 16
		SP:Iteration 70Q (140152.600000 sec): 3 clusters
  Score: Raw -1009567.348272 + Penalty 3057.613985 = -1006509.734287
  nChanged 29
		SP:Iteration 71Q (140152.780000 sec): 3 clusters
  Score: Raw -1009572.389159 + Penalty 3057.613985 = -1006514.775174
  nChanged 31
		SP:Iteration 72Q (140152.950000 sec): 3 clusters
  Score: Raw -1009578.490326 + Penalty 3057.613985 = -1006520.876341
  nChanged 36
		SP:Iteration 73Q (140153.140000 sec): 3 clusters
  Score: Raw -1009585.386958 + Penalty 3057.613985 = -1006527.772973
  nChanged 40
		SP:Iteration 74Q (140153.320000 sec): 3 clusters
  Score: Raw -1009591.989693 + Penalty 3057.613985 = -1006534.375708
  nChanged 30
		SP:Iteration 75Q (140153.490000 sec): 3 clusters
  Score: Raw -1009597.645789 + Penalty 3057.613985 = -1006540.031803
  nChanged 39
		SP:Iteration 76Q (140153.680000 sec): 3 clusters
  Score: Raw -1009604.720766 + Penalty 3057.613985 = -1006547.106781
  nChanged 42
		SP:Iteration 77Q (140153.860000 sec): 3 clusters
  Score: Raw -1009612.426255 + Penalty 3057.613985 = -1006554.812270
  nChanged 42
		SP:Iteration 78Q (140154.050000 sec): 3 clusters
  Score: Raw -1009621.249182 + Penalty 3057.613985 = -1006563.635197
  nChanged 34
		SP:Iteration 79Q (140154.230000 sec): 3 clusters
  Score: Raw -1009627.323079 + Penalty 3057.613985 = -1006569.709094
  nChanged 22
		SP:Iteration 80F (140154.400000 sec): 3 clusters
  Score: Raw -1009630.508738 + Penalty 3057.613985 = -1006572.894753
  nChanged 22
		SP:Iteration 81Q (140154.600000 sec): 3 clusters
  Score: Raw -1009633.753294 + Penalty 3057.613985 = -1006576.139309
  nChanged 24
		SP:Iteration 82Q (140154.780000 sec): 3 clusters
  Score: Raw -1009636.408633 + Penalty 3057.613985 = -1006578.794648
  nChanged 24
		SP:Iteration 83Q (140154.950000 sec): 3 clusters
  Score: Raw -1009639.939405 + Penalty 3057.613985 = -1006582.325420
  nChanged 25
		SP:Iteration 84Q (140155.140000 sec): 3 clusters
  Score: Raw -1009643.877760 + Penalty 3057.613985 = -1006586.263775
  nChanged 23
		SP:Iteration 85Q (140155.320000 sec): 3 clusters
  Score: Raw -1009646.722033 + Penalty 3057.613985 = -1006589.108048
  nChanged 20
		SP:Iteration 86Q (140155.520000 sec): 3 clusters
  Score: Raw -1009649.542629 + Penalty 3057.613985 = -1006591.928644
  nChanged 20
		SP:Iteration 87Q (140155.700000 sec): 3 clusters
  Score: Raw -1009651.446470 + Penalty 3057.613985 = -1006593.832485
  nChanged 15
		SP:Iteration 88Q (140155.870000 sec): 3 clusters
  Score: Raw -1009652.727764 + Penalty 3057.613985 = -1006595.113779
  nChanged 7
		SP:Iteration 89Q (140156.080000 sec): 3 clusters
  Score: Raw -1009653.540262 + Penalty 3057.613985 = -1006595.926277
  nChanged 10
		SP:Iteration 90Q (140156.250000 sec): 3 clusters
  Score: Raw -1009654.461212 + Penalty 3057.613985 = -1006596.847227
  nChanged 6
		SP:Iteration 91Q (140156.430000 sec): 3 clusters
  Score: Raw -1009654.914995 + Penalty 3057.613985 = -1006597.301010
  nChanged 6
		SP:Iteration 92Q (140156.630000 sec): 3 clusters
  Score: Raw -1009655.475169 + Penalty 3057.613985 = -1006597.861184
  nChanged 6
		SP:Iteration 93Q (140156.800000 sec): 3 clusters
  Score: Raw -1009656.247035 + Penalty 3057.613985 = -1006598.633050
  nChanged 6
		SP:Iteration 94Q (140156.970000 sec): 3 clusters
  Score: Raw -1009656.700100 + Penalty 3057.613985 = -1006599.086115
  nChanged 8
		SP:Iteration 95Q (140157.150000 sec): 3 clusters
  Score: Raw -1009657.179546 + Penalty 3057.613985 = -1006599.565561
  nChanged 4
		SP:Iteration 96Q (140157.330000 sec): 3 clusters
  Score: Raw -1009657.477683 + Penalty 3057.613985 = -1006599.863698
  nChanged 5
		SP:Iteration 97Q (140157.530000 sec): 3 clusters
  Score: Raw -1009657.911231 + Penalty 3057.613985 = -1006600.297246
  nChanged 6
		SP:Iteration 98Q (140157.710000 sec): 3 clusters
  Score: Raw -1009658.501374 + Penalty 3057.613985 = -1006600.887389
  nChanged 6
		SP:Iteration 99Q (140157.890000 sec): 3 clusters
  Score: Raw -1009658.968104 + Penalty 3057.613985 = -1006601.354119
  nChanged 3
		SP:Iteration 100F (140158.090000 sec): 3 clusters
  Score: Raw -1009659.235165 + Penalty 3057.613985 = -1006601.621180
  nChanged 2
		SP:Iteration 101Q (140158.260000 sec): 3 clusters
  Score: Raw -1009659.441508 + Penalty 3057.613985 = -1006601.827523
  nChanged 2
		SP:Iteration 102Q (140158.440000 sec): 3 clusters
  Score: Raw -1009659.496786 + Penalty 3057.613985 = -1006601.882801
  nChanged 0
		SP:Iteration 103F (140158.640000 sec): 3 clusters
  Score: Raw -1009659.496786 + Penalty 3057.613985 = -1006601.882801
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 24 (3975 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (140158.710000 sec): 2 clusters
  Score: Raw -277868.974984 + Penalty 1346.764254 = -276522.210729
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (140158.800000 sec): 3 clusters
  Score: Raw -275986.472237 + Penalty 2693.528509 = -273292.943728
  nChanged 1580
		SP:Iteration 1F (140158.870000 sec): 3 clusters
  Score: Raw -277241.836441 + Penalty 2693.528509 = -274548.307932
  nChanged 360
		SP:Iteration 2F (140158.950000 sec): 3 clusters
  Score: Raw -277556.633087 + Penalty 2693.528509 = -274863.104578
  nChanged 263
		SP:Iteration 3F (140159.020000 sec): 3 clusters
  Score: Raw -277773.966214 + Penalty 2693.528509 = -275080.437705
  nChanged 195
		SP:Iteration 4Q (140159.100000 sec): 3 clusters
  Score: Raw -277905.147047 + Penalty 2693.528509 = -275211.618538
  nChanged 145
		SP:Iteration 5Q (140159.170000 sec): 3 clusters
  Score: Raw -278001.437783 + Penalty 2693.528509 = -275307.909275
  nChanged 115
		SP:Iteration 6Q (140159.250000 sec): 3 clusters
  Score: Raw -278060.492505 + Penalty 2693.528509 = -275366.963996
  nChanged 76
		SP:Iteration 7Q (140159.320000 sec): 3 clusters
  Score: Raw -278092.036837 + Penalty 2693.528509 = -275398.508328
  nChanged 62
		SP:Iteration 8Q (140159.400000 sec): 3 clusters
  Score: Raw -278123.236936 + Penalty 2693.528509 = -275429.708427
  nChanged 65
		SP:Iteration 9Q (140159.470000 sec): 3 clusters
  Score: Raw -278159.896557 + Penalty 2693.528509 = -275466.368048
  nChanged 64
		SP:Iteration 10Q (140159.550000 sec): 3 clusters
  Score: Raw -278192.130972 + Penalty 2693.528509 = -275498.602463
  nChanged 63
		SP:Iteration 11Q (140159.620000 sec): 3 clusters
  Score: Raw -278220.507782 + Penalty 2693.528509 = -275526.979273
  nChanged 56
		SP:Iteration 12Q (140159.700000 sec): 3 clusters
  Score: Raw -278243.632093 + Penalty 2693.528509 = -275550.103585
  nChanged 42
		SP:Iteration 13Q (140159.770000 sec): 3 clusters
  Score: Raw -278262.750054 + Penalty 2693.528509 = -275569.221545
  nChanged 34
		SP:Iteration 14Q (140159.850000 sec): 3 clusters
  Score: Raw -278281.055895 + Penalty 2693.528509 = -275587.527387
  nChanged 44
		SP:Iteration 15Q (140159.920000 sec): 3 clusters
  Score: Raw -278297.704687 + Penalty 2693.528509 = -275604.176178
  nChanged 47
		SP:Iteration 16Q (140160.000000 sec): 3 clusters
  Score: Raw -278317.991488 + Penalty 2693.528509 = -275624.462980
  nChanged 30
		SP:Iteration 17Q (140160.070000 sec): 3 clusters
  Score: Raw -278330.016302 + Penalty 2693.528509 = -275636.487793
  nChanged 35
		SP:Iteration 18Q (140160.150000 sec): 3 clusters
  Score: Raw -278342.185571 + Penalty 2693.528509 = -275648.657062
  nChanged 31
		SP:Iteration 19Q (140160.220000 sec): 3 clusters
  Score: Raw -278353.651265 + Penalty 2693.528509 = -275660.122756
  nChanged 28
		SP:Iteration 20F (140160.290000 sec): 3 clusters
  Score: Raw -278366.835226 + Penalty 2693.528509 = -275673.306718
  nChanged 31
		SP:Iteration 21Q (140160.370000 sec): 3 clusters
  Score: Raw -278378.511287 + Penalty 2693.528509 = -275684.982778
  nChanged 29
		SP:Iteration 22Q (140160.440000 sec): 3 clusters
  Score: Raw -278390.933835 + Penalty 2693.528509 = -275697.405326
  nChanged 32
		SP:Iteration 23Q (140160.510000 sec): 3 clusters
  Score: Raw -278409.397179 + Penalty 2693.528509 = -275715.868670
  nChanged 38
		SP:Iteration 24Q (140160.590000 sec): 3 clusters
  Score: Raw -278429.549980 + Penalty 2693.528509 = -275736.021471
  nChanged 40
		SP:Iteration 25Q (140160.660000 sec): 3 clusters
  Score: Raw -278449.322067 + Penalty 2693.528509 = -275755.793558
  nChanged 37
		SP:Iteration 26Q (140160.740000 sec): 3 clusters
  Score: Raw -278466.851659 + Penalty 2693.528509 = -275773.323150
  nChanged 52
		SP:Iteration 27Q (140160.810000 sec): 3 clusters
  Score: Raw -278488.440423 + Penalty 2693.528509 = -275794.911914
  nChanged 42
		SP:Iteration 28Q (140160.890000 sec): 3 clusters
  Score: Raw -278508.668457 + Penalty 2693.528509 = -275815.139948
  nChanged 37
		SP:Iteration 29Q (140160.960000 sec): 3 clusters
  Score: Raw -278520.861585 + Penalty 2693.528509 = -275827.333076
  nChanged 22
		SP:Iteration 30Q (140161.040000 sec): 3 clusters
  Score: Raw -278529.785385 + Penalty 2693.528509 = -275836.256876
  nChanged 20
		SP:Iteration 31Q (140161.110000 sec): 3 clusters
  Score: Raw -278538.008332 + Penalty 2693.528509 = -275844.479823
  nChanged 19
		SP:Iteration 32Q (140161.190000 sec): 3 clusters
  Score: Raw -278545.334453 + Penalty 2693.528509 = -275851.805944
  nChanged 18
		SP:Iteration 33Q (140161.260000 sec): 3 clusters
  Score: Raw -278552.288292 + Penalty 2693.528509 = -275858.759783
  nChanged 16
		SP:Iteration 34Q (140161.340000 sec): 3 clusters
  Score: Raw -278557.087250 + Penalty 2693.528509 = -275863.558742
  nChanged 9
		SP:Iteration 35Q (140161.410000 sec): 3 clusters
  Score: Raw -278560.447609 + Penalty 2693.528509 = -275866.919101
  nChanged 12
		SP:Iteration 36Q (140161.490000 sec): 3 clusters
  Score: Raw -278564.725411 + Penalty 2693.528509 = -275871.196902
  nChanged 15
		SP:Iteration 37Q (140161.560000 sec): 3 clusters
  Score: Raw -278569.154252 + Penalty 2693.528509 = -275875.625744
  nChanged 18
		SP:Iteration 38Q (140161.630000 sec): 3 clusters
  Score: Raw -278575.358306 + Penalty 2693.528509 = -275881.829798
  nChanged 19
		SP:Iteration 39Q (140161.710000 sec): 3 clusters
  Score: Raw -278589.652853 + Penalty 2693.528509 = -275896.124345
  nChanged 28
		SP:Iteration 40F (140161.780000 sec): 3 clusters
  Score: Raw -278605.361736 + Penalty 2693.528509 = -275911.833227
  nChanged 28
		SP:Iteration 41Q (140161.860000 sec): 3 clusters
  Score: Raw -278616.174715 + Penalty 2693.528509 = -275922.646206
  nChanged 22
		SP:Iteration 42Q (140161.930000 sec): 3 clusters
  Score: Raw -278623.819682 + Penalty 2693.528509 = -275930.291173
  nChanged 19
		SP:Iteration 43Q (140162.010000 sec): 3 clusters
  Score: Raw -278629.569803 + Penalty 2693.528509 = -275936.041295
  nChanged 13
		SP:Iteration 44Q (140162.080000 sec): 3 clusters
  Score: Raw -278633.233455 + Penalty 2693.528509 = -275939.704946
  nChanged 8
		SP:Iteration 45Q (140162.160000 sec): 3 clusters
  Score: Raw -278636.397339 + Penalty 2693.528509 = -275942.868831
  nChanged 12
		SP:Iteration 46Q (140162.230000 sec): 3 clusters
  Score: Raw -278640.422359 + Penalty 2693.528509 = -275946.893850
  nChanged 15
		SP:Iteration 47Q (140162.310000 sec): 3 clusters
  Score: Raw -278644.965542 + Penalty 2693.528509 = -275951.437033
  nChanged 10
		SP:Iteration 48Q (140162.380000 sec): 3 clusters
  Score: Raw -278648.448356 + Penalty 2693.528509 = -275954.919848
  nChanged 11
		SP:Iteration 49Q (140162.450000 sec): 3 clusters
  Score: Raw -278650.636392 + Penalty 2693.528509 = -275957.107883
  nChanged 6
		SP:Iteration 50Q (140162.530000 sec): 3 clusters
  Score: Raw -278651.957817 + Penalty 2693.528509 = -275958.429308
  nChanged 2
		SP:Iteration 51Q (140162.600000 sec): 3 clusters
  Score: Raw -278652.223376 + Penalty 2693.528509 = -275958.694867
  nChanged 0
		SP:Iteration 52F (140162.670000 sec): 3 clusters
  Score: Raw -278652.223376 + Penalty 2693.528509 = -275958.694867
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 25 (4201 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (140162.750000 sec): 2 clusters
  Score: Raw -336876.990684 + Penalty 1355.750154 = -335521.240530
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (140162.830000 sec): 3 clusters
  Score: Raw -334749.241660 + Penalty 2711.500308 = -332037.741351
  nChanged 1725
		SP:Iteration 1F (140162.910000 sec): 3 clusters
  Score: Raw -335808.505923 + Penalty 2711.500308 = -333097.005615
  nChanged 316
		SP:Iteration 2F (140162.990000 sec): 3 clusters
  Score: Raw -336034.578161 + Penalty 2711.500308 = -333323.077853
  nChanged 267
		SP:Iteration 3F (140163.070000 sec): 3 clusters
  Score: Raw -336241.009737 + Penalty 2711.500308 = -333529.509429
  nChanged 234
		SP:Iteration 4F (140163.140000 sec): 3 clusters
  Score: Raw -336406.729229 + Penalty 2711.500308 = -333695.228921
  nChanged 204
		SP:Iteration 5Q (140163.220000 sec): 3 clusters
  Score: Raw -336558.482146 + Penalty 2711.500308 = -333846.981837
  nChanged 195
		SP:Iteration 6Q (140163.300000 sec): 3 clusters
  Score: Raw -336703.022473 + Penalty 2711.500308 = -333991.522164
  nChanged 178
		SP:Iteration 7Q (140163.380000 sec): 3 clusters
  Score: Raw -336845.156326 + Penalty 2711.500308 = -334133.656018
  nChanged 136
		SP:Iteration 8Q (140163.460000 sec): 3 clusters
  Score: Raw -336946.337133 + Penalty 2711.500308 = -334234.836824
  nChanged 133
		SP:Iteration 9Q (140163.530000 sec): 3 clusters
  Score: Raw -337032.828892 + Penalty 2711.500308 = -334321.328584
  nChanged 104
		SP:Iteration 10Q (140163.610000 sec): 3 clusters
  Score: Raw -337088.491570 + Penalty 2711.500308 = -334376.991262
  nChanged 76
		SP:Iteration 11Q (140163.690000 sec): 3 clusters
  Score: Raw -337122.769321 + Penalty 2711.500308 = -334411.269013
  nChanged 60
		SP:Iteration 12Q (140163.770000 sec): 3 clusters
  Score: Raw -337155.832224 + Penalty 2711.500308 = -334444.331916
  nChanged 61
		SP:Iteration 13Q (140163.850000 sec): 3 clusters
  Score: Raw -337188.955211 + Penalty 2711.500308 = -334477.454903
  nChanged 44
		SP:Iteration 14Q (140163.930000 sec): 3 clusters
  Score: Raw -337207.567011 + Penalty 2711.500308 = -334496.066703
  nChanged 47
		SP:Iteration 15Q (140164.000000 sec): 3 clusters
  Score: Raw -337223.089468 + Penalty 2711.500308 = -334511.589160
  nChanged 39
		SP:Iteration 16Q (140164.080000 sec): 3 clusters
  Score: Raw -337236.621764 + Penalty 2711.500308 = -334525.121455
  nChanged 31
		SP:Iteration 17Q (140164.160000 sec): 3 clusters
  Score: Raw -337248.623021 + Penalty 2711.500308 = -334537.122713
  nChanged 27
		SP:Iteration 18Q (140164.240000 sec): 3 clusters
  Score: Raw -337257.388819 + Penalty 2711.500308 = -334545.888511
  nChanged 16
		SP:Iteration 19Q (140164.320000 sec): 3 clusters
  Score: Raw -337260.949696 + Penalty 2711.500308 = -334549.449388
  nChanged 12
		SP:Iteration 20F (140164.390000 sec): 3 clusters
  Score: Raw -337263.126210 + Penalty 2711.500308 = -334551.625902
  nChanged 7
		SP:Iteration 21Q (140164.470000 sec): 3 clusters
  Score: Raw -337264.804805 + Penalty 2711.500308 = -334553.304497
  nChanged 9
		SP:Iteration 22Q (140164.550000 sec): 3 clusters
  Score: Raw -337266.182847 + Penalty 2711.500308 = -334554.682538
  nChanged 5
		SP:Iteration 23Q (140164.630000 sec): 3 clusters
  Score: Raw -337267.115894 + Penalty 2711.500308 = -334555.615586
  nChanged 3
		SP:Iteration 24Q (140164.710000 sec): 3 clusters
  Score: Raw -337267.736706 + Penalty 2711.500308 = -334556.236398
  nChanged 1
		SP:Iteration 25Q (140164.790000 sec): 3 clusters
  Score: Raw -337267.854545 + Penalty 2711.500308 = -334556.354237
  nChanged 3
		SP:Iteration 26Q (140164.860000 sec): 3 clusters
  Score: Raw -337268.197554 + Penalty 2711.500308 = -334556.697246
  nChanged 2
		SP:Iteration 27Q (140164.940000 sec): 3 clusters
  Score: Raw -337268.523763 + Penalty 2711.500308 = -334557.023455
  nChanged 4
		SP:Iteration 28Q (140165.020000 sec): 3 clusters
  Score: Raw -337269.925186 + Penalty 2711.500308 = -334558.424878
  nChanged 4
		SP:Iteration 29Q (140165.100000 sec): 3 clusters
  Score: Raw -337270.423204 + Penalty 2711.500308 = -334558.922895
  nChanged 3
		SP:Iteration 30Q (140165.170000 sec): 3 clusters
  Score: Raw -337272.488723 + Penalty 2711.500308 = -334560.988415
  nChanged 7
		SP:Iteration 31Q (140165.250000 sec): 3 clusters
  Score: Raw -337276.060410 + Penalty 2711.500308 = -334564.560101
  nChanged 7
		SP:Iteration 32Q (140165.330000 sec): 3 clusters
  Score: Raw -337278.376894 + Penalty 2711.500308 = -334566.876586
  nChanged 8
		SP:Iteration 33Q (140165.410000 sec): 3 clusters
  Score: Raw -337281.286118 + Penalty 2711.500308 = -334569.785809
  nChanged 7
		SP:Iteration 34Q (140165.490000 sec): 3 clusters
  Score: Raw -337283.344819 + Penalty 2711.500308 = -334571.844511
  nChanged 7
		SP:Iteration 35Q (140165.570000 sec): 3 clusters
  Score: Raw -337284.679179 + Penalty 2711.500308 = -334573.178871
  nChanged 3
		SP:Iteration 36Q (140165.640000 sec): 3 clusters
  Score: Raw -337285.634235 + Penalty 2711.500308 = -334574.133927
  nChanged 6
		SP:Iteration 37Q (140165.720000 sec): 3 clusters
  Score: Raw -337286.883183 + Penalty 2711.500308 = -334575.382875
  nChanged 5
		SP:Iteration 38Q (140165.800000 sec): 3 clusters
  Score: Raw -337288.622860 + Penalty 2711.500308 = -334577.122552
  nChanged 9
		SP:Iteration 39Q (140165.880000 sec): 3 clusters
  Score: Raw -337292.493495 + Penalty 2711.500308 = -334580.993186
  nChanged 8
		SP:Iteration 40F (140165.950000 sec): 3 clusters
  Score: Raw -337295.413399 + Penalty 2711.500308 = -334583.913091
  nChanged 11
		SP:Iteration 41Q (140166.030000 sec): 3 clusters
  Score: Raw -337298.281546 + Penalty 2711.500308 = -334586.781238
  nChanged 8
		SP:Iteration 42Q (140166.110000 sec): 3 clusters
  Score: Raw -337301.424190 + Penalty 2711.500308 = -334589.923882
  nChanged 19
		SP:Iteration 43Q (140166.190000 sec): 3 clusters
  Score: Raw -337308.467074 + Penalty 2711.500308 = -334596.966766
  nChanged 10
		SP:Iteration 44Q (140166.270000 sec): 3 clusters
  Score: Raw -337311.249806 + Penalty 2711.500308 = -334599.749498
  nChanged 10
		SP:Iteration 45Q (140166.350000 sec): 3 clusters
  Score: Raw -337314.540790 + Penalty 2711.500308 = -334603.040482
  nChanged 11
		SP:Iteration 46Q (140166.420000 sec): 3 clusters
  Score: Raw -337320.337409 + Penalty 2711.500308 = -334608.837100
  nChanged 19
		SP:Iteration 47Q (140166.500000 sec): 3 clusters
  Score: Raw -337326.594553 + Penalty 2711.500308 = -334615.094245
  nChanged 18
		SP:Iteration 48Q (140166.670000 sec): 3 clusters
  Score: Raw -337332.771684 + Penalty 2711.500308 = -334621.271376
  nChanged 15
		SP:Iteration 49Q (140166.750000 sec): 3 clusters
  Score: Raw -337335.920213 + Penalty 2711.500308 = -334624.419905
  nChanged 5
		SP:Iteration 50Q (140166.830000 sec): 3 clusters
  Score: Raw -337337.199976 + Penalty 2711.500308 = -334625.699668
  nChanged 5
		SP:Iteration 51Q (140166.910000 sec): 3 clusters
  Score: Raw -337338.079936 + Penalty 2711.500308 = -334626.579628
  nChanged 5
		SP:Iteration 52Q (140166.990000 sec): 3 clusters
  Score: Raw -337339.123427 + Penalty 2711.500308 = -334627.623119
  nChanged 6
		SP:Iteration 53Q (140167.060000 sec): 3 clusters
  Score: Raw -337340.132096 + Penalty 2711.500308 = -334628.631788
  nChanged 2
		SP:Iteration 54Q (140167.140000 sec): 3 clusters
  Score: Raw -337340.484449 + Penalty 2711.500308 = -334628.984141
  nChanged 2
		SP:Iteration 55Q (140167.220000 sec): 3 clusters
  Score: Raw -337341.008363 + Penalty 2711.500308 = -334629.508055
  nChanged 1
		SP:Iteration 56Q (140167.300000 sec): 3 clusters
  Score: Raw -337341.405370 + Penalty 2711.500308 = -334629.905061
  nChanged 5
		SP:Iteration 57Q (140167.380000 sec): 3 clusters
  Score: Raw -337342.554032 + Penalty 2711.500308 = -334631.053724
  nChanged 1
		SP:Iteration 58Q (140167.460000 sec): 3 clusters
  Score: Raw -337342.692214 + Penalty 2711.500308 = -334631.191906
  nChanged 1
		SP:Iteration 59Q (140167.530000 sec): 3 clusters
  Score: Raw -337343.099183 + Penalty 2711.500308 = -334631.598874
  nChanged 1
		SP:Iteration 60F (140167.610000 sec): 3 clusters
  Score: Raw -337343.374875 + Penalty 2711.500308 = -334631.874567
  nChanged 2
		SP:Iteration 61Q (140167.690000 sec): 3 clusters
  Score: Raw -337344.423972 + Penalty 2711.500308 = -334632.923664
  nChanged 5
		SP:Iteration 62Q (140167.770000 sec): 3 clusters
  Score: Raw -337345.395768 + Penalty 2711.500308 = -334633.895460
  nChanged 2
		SP:Iteration 63Q (140167.850000 sec): 3 clusters
  Score: Raw -337346.032821 + Penalty 2711.500308 = -334634.532513
  nChanged 0
		SP:Iteration 64F (140167.920000 sec): 3 clusters
  Score: Raw -337346.032821 + Penalty 2711.500308 = -334634.532513
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 26 (24853 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (140168.170000 sec): 2 clusters
  Score: Raw -2243235.952271 + Penalty 1644.619234 = -2241591.333037
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (140168.470000 sec): 3 clusters
  Score: Raw -2228073.811135 + Penalty 3289.238468 = -2224784.572666
  nChanged 11432
		SP:Iteration 1F (140168.800000 sec): 3 clusters
  Score: Raw -2234666.746673 + Penalty 3289.238468 = -2231377.508205
  nChanged 1431
		SP:Iteration 2F (140169.100000 sec): 3 clusters
  Score: Raw -2235318.550352 + Penalty 3289.238468 = -2232029.311884
  nChanged 1508
		SP:Iteration 3F (140169.380000 sec): 3 clusters
  Score: Raw -2236103.628189 + Penalty 3289.238468 = -2232814.389721
  nChanged 1513
		SP:Iteration 4F (140169.710000 sec): 3 clusters
  Score: Raw -2236960.995225 + Penalty 3289.238468 = -2233671.756757
  nChanged 1571
		SP:Iteration 5F (140170.010000 sec): 3 clusters
  Score: Raw -2237904.345716 + Penalty 3289.238468 = -2234615.107248
  nChanged 1463
		SP:Iteration 6F (140170.290000 sec): 3 clusters
  Score: Raw -2238846.482118 + Penalty 3289.238468 = -2235557.243650
  nChanged 1338
		SP:Iteration 7F (140170.610000 sec): 3 clusters
  Score: Raw -2239772.514925 + Penalty 3289.238468 = -2236483.276457
  nChanged 1154
		SP:Iteration 8Q (140170.930000 sec): 3 clusters
  Score: Raw -2240613.609415 + Penalty 3289.238468 = -2237324.370947
  nChanged 955
		SP:Iteration 9Q (140171.210000 sec): 3 clusters
  Score: Raw -2241292.210168 + Penalty 3289.238468 = -2238002.971699
  nChanged 792
		SP:Iteration 10Q (140171.550000 sec): 3 clusters
  Score: Raw -2241894.914584 + Penalty 3289.238468 = -2238605.676116
  nChanged 600
		SP:Iteration 11Q (140171.850000 sec): 3 clusters
  Score: Raw -2242373.388573 + Penalty 3289.238468 = -2239084.150104
  nChanged 450
		SP:Iteration 12Q (140172.120000 sec): 3 clusters
  Score: Raw -2242717.219064 + Penalty 3289.238468 = -2239427.980596
  nChanged 319
		SP:Iteration 13Q (140172.430000 sec): 3 clusters
  Score: Raw -2242951.367437 + Penalty 3289.238468 = -2239662.128968
  nChanged 241
		SP:Iteration 14Q (140172.710000 sec): 3 clusters
  Score: Raw -2243115.593718 + Penalty 3289.238468 = -2239826.355249
  nChanged 166
		SP:Iteration 15Q (140172.990000 sec): 3 clusters
  Score: Raw -2243234.047593 + Penalty 3289.238468 = -2239944.809124
  nChanged 126
		SP:Iteration 16Q (140173.260000 sec): 3 clusters
  Score: Raw -2243320.585891 + Penalty 3289.238468 = -2240031.347422
  nChanged 88
		SP:Iteration 17Q (140173.510000 sec): 3 clusters
  Score: Raw -2243388.826354 + Penalty 3289.238468 = -2240099.587885
  nChanged 64
		SP:Iteration 18Q (140173.780000 sec): 3 clusters
  Score: Raw -2243440.419239 + Penalty 3289.238468 = -2240151.180771
  nChanged 42
		SP:Iteration 19Q (140174.030000 sec): 3 clusters
  Score: Raw -2243475.796469 + Penalty 3289.238468 = -2240186.558001
  nChanged 39
		SP:Iteration 20F (140174.310000 sec): 3 clusters
  Score: Raw -2243500.823027 + Penalty 3289.238468 = -2240211.584559
  nChanged 27
		SP:Iteration 21Q (140174.550000 sec): 3 clusters
  Score: Raw -2243516.614450 + Penalty 3289.238468 = -2240227.375982
  nChanged 23
		SP:Iteration 22Q (140174.800000 sec): 3 clusters
  Score: Raw -2243529.017112 + Penalty 3289.238468 = -2240239.778644
  nChanged 19
		SP:Iteration 23Q (140175.060000 sec): 3 clusters
  Score: Raw -2243539.702720 + Penalty 3289.238468 = -2240250.464252
  nChanged 17
		SP:Iteration 24Q (140175.330000 sec): 3 clusters
  Score: Raw -2243548.936422 + Penalty 3289.238468 = -2240259.697954
  nChanged 12
		SP:Iteration 25Q (140175.600000 sec): 3 clusters
  Score: Raw -2243554.113588 + Penalty 3289.238468 = -2240264.875120
  nChanged 8
		SP:Iteration 26Q (140175.850000 sec): 3 clusters
  Score: Raw -2243558.411077 + Penalty 3289.238468 = -2240269.172609
  nChanged 10
		SP:Iteration 27Q (140176.090000 sec): 3 clusters
  Score: Raw -2243564.868759 + Penalty 3289.238468 = -2240275.630290
  nChanged 7
		SP:Iteration 28Q (140176.360000 sec): 3 clusters
  Score: Raw -2243572.181573 + Penalty 3289.238468 = -2240282.943104
  nChanged 10
		SP:Iteration 29Q (140176.640000 sec): 3 clusters
  Score: Raw -2243576.907740 + Penalty 3289.238468 = -2240287.669271
  nChanged 7
		SP:Iteration 30Q (140176.890000 sec): 3 clusters
  Score: Raw -2243580.866881 + Penalty 3289.238468 = -2240291.628413
  nChanged 5
		SP:Iteration 31Q (140177.160000 sec): 3 clusters
  Score: Raw -2243584.476569 + Penalty 3289.238468 = -2240295.238101
  nChanged 9
		SP:Iteration 32Q (140177.410000 sec): 3 clusters
  Score: Raw -2243590.953272 + Penalty 3289.238468 = -2240301.714804
  nChanged 8
		SP:Iteration 33Q (140177.700000 sec): 3 clusters
  Score: Raw -2243597.950055 + Penalty 3289.238468 = -2240308.711586
  nChanged 6
		SP:Iteration 34Q (140177.970000 sec): 3 clusters
  Score: Raw -2243603.383029 + Penalty 3289.238468 = -2240314.144561
  nChanged 9
		SP:Iteration 35Q (140178.230000 sec): 3 clusters
  Score: Raw -2243610.241147 + Penalty 3289.238468 = -2240321.002679
  nChanged 11
		SP:Iteration 36Q (140178.500000 sec): 3 clusters
  Score: Raw -2243617.538641 + Penalty 3289.238468 = -2240328.300172
  nChanged 12
		SP:Iteration 37Q (140178.770000 sec): 3 clusters
  Score: Raw -2243623.725083 + Penalty 3289.238468 = -2240334.486615
  nChanged 5
		SP:Iteration 38Q (140179.020000 sec): 3 clusters
  Score: Raw -2243628.244702 + Penalty 3289.238468 = -2240339.006233
  nChanged 6
		SP:Iteration 39Q (140179.290000 sec): 3 clusters
  Score: Raw -2243632.938394 + Penalty 3289.238468 = -2240343.699926
  nChanged 8
		SP:Iteration 40F (140179.570000 sec): 3 clusters
  Score: Raw -2243642.800320 + Penalty 3289.238468 = -2240353.561851
  nChanged 11
		SP:Iteration 41Q (140179.810000 sec): 3 clusters
  Score: Raw -2243654.682618 + Penalty 3289.238468 = -2240365.444150
  nChanged 12
		SP:Iteration 42Q (140180.060000 sec): 3 clusters
  Score: Raw -2243672.235131 + Penalty 3289.238468 = -2240382.996663
  nChanged 13
		SP:Iteration 43Q (140180.320000 sec): 3 clusters
  Score: Raw -2243689.532270 + Penalty 3289.238468 = -2240400.293802
  nChanged 10
		SP:Iteration 44Q (140180.580000 sec): 3 clusters
  Score: Raw -2243697.110143 + Penalty 3289.238468 = -2240407.871675
  nChanged 6
		SP:Iteration 45Q (140180.860000 sec): 3 clusters
  Score: Raw -2243699.936196 + Penalty 3289.238468 = -2240410.697728
  nChanged 3
		SP:Iteration 46Q (140181.100000 sec): 3 clusters
  Score: Raw -2243700.862555 + Penalty 3289.238468 = -2240411.624086
  nChanged 2
		SP:Iteration 47Q (140181.360000 sec): 3 clusters
  Score: Raw -2243701.675303 + Penalty 3289.238468 = -2240412.436834
  nChanged 0
		SP:Iteration 48F (140181.650000 sec): 3 clusters
  Score: Raw -2243701.675303 + Penalty 3289.238468 = -2240412.436834
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 27 (3001 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (140181.710000 sec): 2 clusters
  Score: Raw -252824.163104 + Penalty 1301.088887 = -251523.074216
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (140181.790000 sec): 3 clusters
  Score: Raw -251418.539653 + Penalty 2602.177775 = -248816.361878
  nChanged 1141
		SP:Iteration 1F (140181.860000 sec): 3 clusters
  Score: Raw -252114.316079 + Penalty 2602.177775 = -249512.138304
  nChanged 283
		SP:Iteration 2F (140181.910000 sec): 3 clusters
  Score: Raw -252322.575721 + Penalty 2602.177775 = -249720.397946
  nChanged 199
		SP:Iteration 3F (140181.970000 sec): 3 clusters
  Score: Raw -252461.264999 + Penalty 2602.177775 = -249859.087224
  nChanged 145
		SP:Iteration 4Q (140182.020000 sec): 3 clusters
  Score: Raw -252559.204634 + Penalty 2602.177775 = -249957.026859
  nChanged 101
		SP:Iteration 5Q (140182.080000 sec): 3 clusters
  Score: Raw -252622.050102 + Penalty 2602.177775 = -250019.872328
  nChanged 85
		SP:Iteration 6Q (140182.140000 sec): 3 clusters
  Score: Raw -252682.392574 + Penalty 2602.177775 = -250080.214799
  nChanged 78
		SP:Iteration 7Q (140182.200000 sec): 3 clusters
  Score: Raw -252730.189564 + Penalty 2602.177775 = -250128.011790
  nChanged 63
		SP:Iteration 8Q (140182.250000 sec): 3 clusters
  Score: Raw -252766.754037 + Penalty 2602.177775 = -250164.576262
  nChanged 62
		SP:Iteration 9Q (140182.310000 sec): 3 clusters
  Score: Raw -252798.441970 + Penalty 2602.177775 = -250196.264196
  nChanged 53
		SP:Iteration 10Q (140182.360000 sec): 3 clusters
  Score: Raw -252820.853058 + Penalty 2602.177775 = -250218.675283
  nChanged 35
		SP:Iteration 11Q (140182.420000 sec): 3 clusters
  Score: Raw -252837.716983 + Penalty 2602.177775 = -250235.539208
  nChanged 37
		SP:Iteration 12Q (140182.480000 sec): 3 clusters
  Score: Raw -252860.333634 + Penalty 2602.177775 = -250258.155859
  nChanged 41
		SP:Iteration 13Q (140182.530000 sec): 3 clusters
  Score: Raw -252881.710996 + Penalty 2602.177775 = -250279.533222
  nChanged 47
		SP:Iteration 14Q (140182.590000 sec): 3 clusters
  Score: Raw -252915.621250 + Penalty 2602.177775 = -250313.443475
  nChanged 46
		SP:Iteration 15Q (140182.640000 sec): 3 clusters
  Score: Raw -252952.395361 + Penalty 2602.177775 = -250350.217586
  nChanged 60
		SP:Iteration 16Q (140182.700000 sec): 3 clusters
  Score: Raw -253018.605073 + Penalty 2602.177775 = -250416.427298
  nChanged 77
		SP:Iteration 17Q (140182.760000 sec): 3 clusters
  Score: Raw -253070.753493 + Penalty 2602.177775 = -250468.575718
  nChanged 57
		SP:Iteration 18Q (140182.810000 sec): 3 clusters
  Score: Raw -253108.033213 + Penalty 2602.177775 = -250505.855439
  nChanged 59
		SP:Iteration 19Q (140182.870000 sec): 3 clusters
  Score: Raw -253144.261986 + Penalty 2602.177775 = -250542.084211
  nChanged 53
		SP:Iteration 20F (140182.920000 sec): 3 clusters
  Score: Raw -253174.530738 + Penalty 2602.177775 = -250572.352963
  nChanged 39
		SP:Iteration 21Q (140182.980000 sec): 3 clusters
  Score: Raw -253193.924932 + Penalty 2602.177775 = -250591.747158
  nChanged 35
		SP:Iteration 22Q (140183.030000 sec): 3 clusters
  Score: Raw -253210.807490 + Penalty 2602.177775 = -250608.629715
  nChanged 30
		SP:Iteration 23Q (140183.090000 sec): 3 clusters
  Score: Raw -253224.418266 + Penalty 2602.177775 = -250622.240491
  nChanged 31
		SP:Iteration 24Q (140183.140000 sec): 3 clusters
  Score: Raw -253239.446262 + Penalty 2602.177775 = -250637.268487
  nChanged 30
		SP:Iteration 25Q (140183.200000 sec): 3 clusters
  Score: Raw -253249.871188 + Penalty 2602.177775 = -250647.693413
  nChanged 23
		SP:Iteration 26Q (140183.260000 sec): 3 clusters
  Score: Raw -253259.864457 + Penalty 2602.177775 = -250657.686682
  nChanged 35
		SP:Iteration 27Q (140183.310000 sec): 3 clusters
  Score: Raw -253274.022251 + Penalty 2602.177775 = -250671.844476
  nChanged 39
		SP:Iteration 28Q (140183.370000 sec): 3 clusters
  Score: Raw -253296.367683 + Penalty 2602.177775 = -250694.189909
  nChanged 52
		SP:Iteration 29Q (140183.420000 sec): 3 clusters
  Score: Raw -253326.117952 + Penalty 2602.177775 = -250723.940177
  nChanged 58
		SP:Iteration 30Q (140183.480000 sec): 3 clusters
  Score: Raw -253359.606873 + Penalty 2602.177775 = -250757.429099
  nChanged 51
		SP:Iteration 31Q (140183.540000 sec): 3 clusters
  Score: Raw -253382.355779 + Penalty 2602.177775 = -250780.178005
  nChanged 52
		SP:Iteration 32Q (140183.590000 sec): 3 clusters
  Score: Raw -253409.331103 + Penalty 2602.177775 = -250807.153329
  nChanged 51
		SP:Iteration 33Q (140183.650000 sec): 3 clusters
  Score: Raw -253439.253810 + Penalty 2602.177775 = -250837.076036
  nChanged 66
		SP:Iteration 34Q (140183.700000 sec): 3 clusters
  Score: Raw -253482.110488 + Penalty 2602.177775 = -250879.932713
  nChanged 77
		SP:Iteration 35Q (140183.760000 sec): 3 clusters
  Score: Raw -253538.008255 + Penalty 2602.177775 = -250935.830480
  nChanged 80
		SP:Iteration 36Q (140183.810000 sec): 3 clusters
  Score: Raw -253593.864713 + Penalty 2602.177775 = -250991.686938
  nChanged 63
		SP:Iteration 37Q (140183.870000 sec): 3 clusters
  Score: Raw -253641.562873 + Penalty 2602.177775 = -251039.385098
  nChanged 48
		SP:Iteration 38Q (140183.920000 sec): 3 clusters
  Score: Raw -253674.941021 + Penalty 2602.177775 = -251072.763246
  nChanged 40
		SP:Iteration 39Q (140183.980000 sec): 3 clusters
  Score: Raw -253702.387982 + Penalty 2602.177775 = -251100.210207
  nChanged 34
		SP:Iteration 40F (140184.030000 sec): 3 clusters
  Score: Raw -253730.719198 + Penalty 2602.177775 = -251128.541423
  nChanged 34
		SP:Iteration 41Q (140184.080000 sec): 3 clusters
  Score: Raw -253761.024006 + Penalty 2602.177775 = -251158.846232
  nChanged 32
		SP:Iteration 42Q (140184.140000 sec): 3 clusters
  Score: Raw -253781.670347 + Penalty 2602.177775 = -251179.492572
  nChanged 28
		SP:Iteration 43Q (140184.190000 sec): 3 clusters
  Score: Raw -253799.679189 + Penalty 2602.177775 = -251197.501414
  nChanged 20
		SP:Iteration 44Q (140184.250000 sec): 3 clusters
  Score: Raw -253808.440033 + Penalty 2602.177775 = -251206.262258
  nChanged 10
		SP:Iteration 45Q (140184.300000 sec): 3 clusters
  Score: Raw -253811.374431 + Penalty 2602.177775 = -251209.196657
  nChanged 9
		SP:Iteration 46Q (140184.360000 sec): 3 clusters
  Score: Raw -253815.035432 + Penalty 2602.177775 = -251212.857657
  nChanged 8
		SP:Iteration 47Q (140184.410000 sec): 3 clusters
  Score: Raw -253817.874238 + Penalty 2602.177775 = -251215.696464
  nChanged 5
		SP:Iteration 48Q (140184.460000 sec): 3 clusters
  Score: Raw -253819.834877 + Penalty 2602.177775 = -251217.657102
  nChanged 6
		SP:Iteration 49Q (140184.520000 sec): 3 clusters
  Score: Raw -253821.387129 + Penalty 2602.177775 = -251219.209354
  nChanged 5
		SP:Iteration 50Q (140184.570000 sec): 3 clusters
  Score: Raw -253822.710775 + Penalty 2602.177775 = -251220.533000
  nChanged 2
		SP:Iteration 51Q (140184.620000 sec): 3 clusters
  Score: Raw -253823.359889 + Penalty 2602.177775 = -251221.182114
  nChanged 1
		SP:Iteration 52Q (140184.680000 sec): 3 clusters
  Score: Raw -253823.562643 + Penalty 2602.177775 = -251221.384868
  nChanged 2
		SP:Iteration 53Q (140184.730000 sec): 3 clusters
  Score: Raw -253823.736705 + Penalty 2602.177775 = -251221.558930
  nChanged 0
		SP:Iteration 54F (140184.790000 sec): 3 clusters
  Score: Raw -253823.736705 + Penalty 2602.177775 = -251221.558930
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 28 (2742 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (140184.860000 sec): 2 clusters
  Score: Raw -247685.558357 + Penalty 1286.421965 = -246399.136392
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (140184.910000 sec): 3 clusters
  Score: Raw -246399.213110 + Penalty 2572.843930 = -243826.369181
  nChanged 1013
		SP:Iteration 1F (140184.960000 sec): 3 clusters
  Score: Raw -246985.448896 + Penalty 2572.843930 = -244412.604966
  nChanged 195
		SP:Iteration 2F (140185.010000 sec): 3 clusters
  Score: Raw -247099.343312 + Penalty 2572.843930 = -244526.499382
  nChanged 150
		SP:Iteration 3F (140185.060000 sec): 3 clusters
  Score: Raw -247194.764999 + Penalty 2572.843930 = -244621.921069
  nChanged 118
		SP:Iteration 4Q (140185.110000 sec): 3 clusters
  Score: Raw -247264.788883 + Penalty 2572.843930 = -244691.944954
  nChanged 89
		SP:Iteration 5Q (140185.160000 sec): 3 clusters
  Score: Raw -247309.103398 + Penalty 2572.843930 = -244736.259469
  nChanged 60
		SP:Iteration 6Q (140185.220000 sec): 3 clusters
  Score: Raw -247343.248120 + Penalty 2572.843930 = -244770.404190
  nChanged 54
		SP:Iteration 7Q (140185.270000 sec): 3 clusters
  Score: Raw -247366.971947 + Penalty 2572.843930 = -244794.128017
  nChanged 58
		SP:Iteration 8Q (140185.320000 sec): 3 clusters
  Score: Raw -247393.008132 + Penalty 2572.843930 = -244820.164203
  nChanged 48
		SP:Iteration 9Q (140185.380000 sec): 3 clusters
  Score: Raw -247413.001502 + Penalty 2572.843930 = -244840.157572
  nChanged 39
		SP:Iteration 10Q (140185.430000 sec): 3 clusters
  Score: Raw -247427.557601 + Penalty 2572.843930 = -244854.713672
  nChanged 41
		SP:Iteration 11Q (140185.480000 sec): 3 clusters
  Score: Raw -247445.012147 + Penalty 2572.843930 = -244872.168218
  nChanged 36
		SP:Iteration 12Q (140185.530000 sec): 3 clusters
  Score: Raw -247459.346541 + Penalty 2572.843930 = -244886.502611
  nChanged 34
		SP:Iteration 13Q (140185.580000 sec): 3 clusters
  Score: Raw -247474.098483 + Penalty 2572.843930 = -244901.254553
  nChanged 41
		SP:Iteration 14Q (140185.640000 sec): 3 clusters
  Score: Raw -247490.555349 + Penalty 2572.843930 = -244917.711419
  nChanged 35
		SP:Iteration 15Q (140185.690000 sec): 3 clusters
  Score: Raw -247505.243196 + Penalty 2572.843930 = -244932.399266
  nChanged 32
		SP:Iteration 16Q (140185.740000 sec): 3 clusters
  Score: Raw -247518.847931 + Penalty 2572.843930 = -244946.004002
  nChanged 32
		SP:Iteration 17Q (140185.790000 sec): 3 clusters
  Score: Raw -247537.856623 + Penalty 2572.843930 = -244965.012693
  nChanged 45
		SP:Iteration 18Q (140185.840000 sec): 3 clusters
  Score: Raw -247562.221725 + Penalty 2572.843930 = -244989.377795
  nChanged 44
		SP:Iteration 19Q (140185.900000 sec): 3 clusters
  Score: Raw -247589.114221 + Penalty 2572.843930 = -245016.270292
  nChanged 48
		SP:Iteration 20F (140185.950000 sec): 3 clusters
  Score: Raw -247617.565307 + Penalty 2572.843930 = -245044.721377
  nChanged 52
		SP:Iteration 21Q (140186.000000 sec): 3 clusters
  Score: Raw -247653.865429 + Penalty 2572.843930 = -245081.021499
  nChanged 55
		SP:Iteration 22Q (140186.050000 sec): 3 clusters
  Score: Raw -247690.862245 + Penalty 2572.843930 = -245118.018315
  nChanged 45
		SP:Iteration 23Q (140186.100000 sec): 3 clusters
  Score: Raw -247724.252274 + Penalty 2572.843930 = -245151.408345
  nChanged 34
		SP:Iteration 24Q (140186.160000 sec): 3 clusters
  Score: Raw -247749.466422 + Penalty 2572.843930 = -245176.622492
  nChanged 30
		SP:Iteration 25Q (140186.210000 sec): 3 clusters
  Score: Raw -247775.151862 + Penalty 2572.843930 = -245202.307933
  nChanged 22
		SP:Iteration 26Q (140186.260000 sec): 3 clusters
  Score: Raw -247796.684482 + Penalty 2572.843930 = -245223.840553
  nChanged 27
		SP:Iteration 27Q (140186.310000 sec): 3 clusters
  Score: Raw -247818.071829 + Penalty 2572.843930 = -245245.227899
  nChanged 10
		SP:Iteration 28Q (140186.360000 sec): 3 clusters
  Score: Raw -247824.810782 + Penalty 2572.843930 = -245251.966852
  nChanged 9
		SP:Iteration 29Q (140186.410000 sec): 3 clusters
  Score: Raw -247832.451007 + Penalty 2572.843930 = -245259.607078
  nChanged 12
		SP:Iteration 30Q (140186.460000 sec): 3 clusters
  Score: Raw -247842.057183 + Penalty 2572.843930 = -245269.213253
  nChanged 14
		SP:Iteration 31Q (140186.520000 sec): 3 clusters
  Score: Raw -247852.596718 + Penalty 2572.843930 = -245279.752788
  nChanged 6
		SP:Iteration 32Q (140186.560000 sec): 3 clusters
  Score: Raw -247856.476914 + Penalty 2572.843930 = -245283.632984
  nChanged 4
		SP:Iteration 33Q (140186.620000 sec): 3 clusters
  Score: Raw -247858.407511 + Penalty 2572.843930 = -245285.563581
  nChanged 2
		SP:Iteration 34Q (140186.660000 sec): 3 clusters
  Score: Raw -247859.511048 + Penalty 2572.843930 = -245286.667118
  nChanged 3
		SP:Iteration 35Q (140186.720000 sec): 3 clusters
  Score: Raw -247861.110670 + Penalty 2572.843930 = -245288.266740
  nChanged 3
		SP:Iteration 36Q (140186.760000 sec): 3 clusters
  Score: Raw -247862.039600 + Penalty 2572.843930 = -245289.195671
  nChanged 0
		SP:Iteration 37F (140186.820000 sec): 3 clusters
  Score: Raw -247862.039600 + Penalty 2572.843930 = -245289.195671
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 29 (19182 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (140187.020000 sec): 2 clusters
  Score: Raw -1744137.543097 + Penalty 1602.530738 = -1742535.012359
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (140187.260000 sec): 3 clusters
  Score: Raw -1732636.153989 + Penalty 3205.061476 = -1729431.092513
  nChanged 8731
		SP:Iteration 1F (140187.550000 sec): 3 clusters
  Score: Raw -1737429.868515 + Penalty 3205.061476 = -1734224.807039
  nChanged 1010
		SP:Iteration 2F (140187.790000 sec): 3 clusters
  Score: Raw -1737830.807182 + Penalty 3205.061476 = -1734625.745706
  nChanged 1007
		SP:Iteration 3F (140188.020000 sec): 3 clusters
  Score: Raw -1738230.960082 + Penalty 3205.061476 = -1735025.898606
  nChanged 968
		SP:Iteration 4F (140188.260000 sec): 3 clusters
  Score: Raw -1738631.025260 + Penalty 3205.061476 = -1735425.963784
  nChanged 940
		SP:Iteration 5Q (140188.500000 sec): 3 clusters
  Score: Raw -1739049.124253 + Penalty 3205.061476 = -1735844.062777
  nChanged 930
		SP:Iteration 6Q (140188.760000 sec): 3 clusters
  Score: Raw -1739483.842712 + Penalty 3205.061476 = -1736278.781237
  nChanged 875
		SP:Iteration 7Q (140189.000000 sec): 3 clusters
  Score: Raw -1739909.691658 + Penalty 3205.061476 = -1736704.630182
  nChanged 862
		SP:Iteration 8Q (140189.270000 sec): 3 clusters
  Score: Raw -1740358.137435 + Penalty 3205.061476 = -1737153.075959
  nChanged 828
		SP:Iteration 9Q (140189.530000 sec): 3 clusters
  Score: Raw -1740837.821125 + Penalty 3205.061476 = -1737632.759650
  nChanged 819
		SP:Iteration 10Q (140189.770000 sec): 3 clusters
  Score: Raw -1741379.786917 + Penalty 3205.061476 = -1738174.725441
  nChanged 847
		SP:Iteration 11Q (140190.040000 sec): 3 clusters
  Score: Raw -1742012.471666 + Penalty 3205.061476 = -1738807.410190
  nChanged 818
		SP:Iteration 12Q (140190.300000 sec): 3 clusters
  Score: Raw -1742680.157322 + Penalty 3205.061476 = -1739475.095846
  nChanged 657
		SP:Iteration 13Q (140190.530000 sec): 3 clusters
  Score: Raw -1743231.535473 + Penalty 3205.061476 = -1740026.473997
  nChanged 478
		SP:Iteration 14Q (140190.810000 sec): 3 clusters
  Score: Raw -1743634.386565 + Penalty 3205.061476 = -1740429.325089
  nChanged 297
		SP:Iteration 15Q (140191.060000 sec): 3 clusters
  Score: Raw -1743896.753180 + Penalty 3205.061476 = -1740691.691704
  nChanged 190
		SP:Iteration 16Q (140191.280000 sec): 3 clusters
  Score: Raw -1744057.724498 + Penalty 3205.061476 = -1740852.663022
  nChanged 121
		SP:Iteration 17Q (140191.510000 sec): 3 clusters
  Score: Raw -1744159.353057 + Penalty 3205.061476 = -1740954.291581
  nChanged 83
		SP:Iteration 18Q (140191.750000 sec): 3 clusters
  Score: Raw -1744237.916828 + Penalty 3205.061476 = -1741032.855352
  nChanged 58
		SP:Iteration 19Q (140191.970000 sec): 3 clusters
  Score: Raw -1744281.910821 + Penalty 3205.061476 = -1741076.849345
  nChanged 33
		SP:Iteration 20F (140192.240000 sec): 3 clusters
  Score: Raw -1744309.766516 + Penalty 3205.061476 = -1741104.705040
  nChanged 27
		SP:Iteration 21Q (140192.470000 sec): 3 clusters
  Score: Raw -1744339.139028 + Penalty 3205.061476 = -1741134.077552
  nChanged 26
		SP:Iteration 22Q (140192.710000 sec): 3 clusters
  Score: Raw -1744365.993885 + Penalty 3205.061476 = -1741160.932409
  nChanged 19
		SP:Iteration 23Q (140192.930000 sec): 3 clusters
  Score: Raw -1744384.354863 + Penalty 3205.061476 = -1741179.293387
  nChanged 13
		SP:Iteration 24Q (140193.180000 sec): 3 clusters
  Score: Raw -1744398.973258 + Penalty 3205.061476 = -1741193.911782
  nChanged 12
		SP:Iteration 25Q (140193.400000 sec): 3 clusters
  Score: Raw -1744408.643420 + Penalty 3205.061476 = -1741203.581944
  nChanged 9
		SP:Iteration 26Q (140193.650000 sec): 3 clusters
  Score: Raw -1744413.830695 + Penalty 3205.061476 = -1741208.769219
  nChanged 2
		SP:Iteration 27Q (140193.860000 sec): 3 clusters
  Score: Raw -1744415.473583 + Penalty 3205.061476 = -1741210.412107
  nChanged 4
		SP:Iteration 28Q (140194.120000 sec): 3 clusters
  Score: Raw -1744419.287503 + Penalty 3205.061476 = -1741214.226028
  nChanged 0
		SP:Iteration 29F (140194.350000 sec): 3 clusters
  Score: Raw -1744419.287503 + Penalty 3205.061476 = -1741214.226028
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 30 (927 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (140194.400000 sec): 2 clusters
  Score: Raw -61607.943438 + Penalty 1110.192454 = -60497.750984
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (140194.420000 sec): 3 clusters
  Score: Raw -61348.806286 + Penalty 2220.384909 = -59128.421377
  nChanged 289
		SP:Iteration 1F (140194.440000 sec): 3 clusters
  Score: Raw -61645.546836 + Penalty 2220.384909 = -59425.161927
  nChanged 84
		SP:Iteration 2F (140194.460000 sec): 3 clusters
  Score: Raw -61801.253798 + Penalty 2220.384909 = -59580.868890
  nChanged 72
		SP:Iteration 3F (140194.480000 sec): 3 clusters
  Score: Raw -61914.505466 + Penalty 2220.384909 = -59694.120557
  nChanged 52
		SP:Iteration 4F (140194.500000 sec): 3 clusters
  Score: Raw -61989.844304 + Penalty 2220.384909 = -59769.459395
  nChanged 48
		SP:Iteration 5F (140194.520000 sec): 3 clusters
  Score: Raw -62052.984801 + Penalty 2220.384909 = -59832.599892
  nChanged 35
		SP:Iteration 6Q (140194.540000 sec): 3 clusters
  Score: Raw -62108.316596 + Penalty 2220.384909 = -59887.931687
  nChanged 25
		SP:Iteration 7Q (140194.560000 sec): 3 clusters
  Score: Raw -62149.121204 + Penalty 2220.384909 = -59928.736295
  nChanged 23
		SP:Iteration 8Q (140194.580000 sec): 3 clusters
  Score: Raw -62180.778641 + Penalty 2220.384909 = -59960.393733
  nChanged 12
		SP:Iteration 9Q (140194.600000 sec): 3 clusters
  Score: Raw -62200.634358 + Penalty 2220.384909 = -59980.249449
  nChanged 11
		SP:Iteration 10Q (140194.620000 sec): 3 clusters
  Score: Raw -62215.536410 + Penalty 2220.384909 = -59995.151502
  nChanged 6
		SP:Iteration 11Q (140194.630000 sec): 3 clusters
  Score: Raw -62223.058889 + Penalty 2220.384909 = -60002.673980
  nChanged 1
		SP:Iteration 12Q (140194.650000 sec): 3 clusters
  Score: Raw -62224.214620 + Penalty 2220.384909 = -60003.829711
  nChanged 1
		SP:Iteration 13Q (140194.670000 sec): 3 clusters
  Score: Raw -62225.373827 + Penalty 2220.384909 = -60004.988918
  nChanged 0
		SP:Iteration 14F (140194.690000 sec): 3 clusters
  Score: Raw -62225.373827 + Penalty 2220.384909 = -60004.988918
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 31 (516 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (140194.720000 sec): 2 clusters
  Score: Raw -47699.621489 + Penalty 1014.992349 = -46684.629140
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (140194.730000 sec): 3 clusters
  Score: Raw -47615.219183 + Penalty 2029.984699 = -45585.234485
  nChanged 136
		SP:Iteration 1F (140194.740000 sec): 3 clusters
  Score: Raw -47800.729857 + Penalty 2029.984699 = -45770.745158
  nChanged 32
		SP:Iteration 2F (140194.750000 sec): 3 clusters
  Score: Raw -47841.884694 + Penalty 2029.984699 = -45811.899995
  nChanged 16
		SP:Iteration 3Q (140194.770000 sec): 3 clusters
  Score: Raw -47877.912248 + Penalty 2029.984699 = -45847.927549
  nChanged 12
		SP:Iteration 4Q (140194.780000 sec): 3 clusters
  Score: Raw -47893.292488 + Penalty 2029.984699 = -45863.307789
  nChanged 8
		SP:Iteration 5Q (140194.790000 sec): 3 clusters
  Score: Raw -47900.578051 + Penalty 2029.984699 = -45870.593352
  nChanged 4
		SP:Iteration 6Q (140194.800000 sec): 3 clusters
  Score: Raw -47906.901589 + Penalty 2029.984699 = -45876.916891
  nChanged 2
		SP:Iteration 7Q (140194.810000 sec): 3 clusters
  Score: Raw -47909.846931 + Penalty 2029.984699 = -45879.862233
  nChanged 3
		SP:Iteration 8Q (140194.820000 sec): 3 clusters
  Score: Raw -47913.586374 + Penalty 2029.984699 = -45883.601675
  nChanged 2
		SP:Iteration 9Q (140194.830000 sec): 3 clusters
  Score: Raw -47916.492599 + Penalty 2029.984699 = -45886.507900
  nChanged 1
		SP:Iteration 10Q (140194.840000 sec): 3 clusters
  Score: Raw -47919.482463 + Penalty 2029.984699 = -45889.497764
  nChanged 0
		SP:Iteration 11F (140194.850000 sec): 3 clusters
  Score: Raw -47919.482463 + Penalty 2029.984699 = -45889.497764
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 32 (6223 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (140194.940000 sec): 2 clusters
  Score: Raw -562867.822339 + Penalty 1419.601200 = -561448.221139
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (140195.100000 sec): 3 clusters
  Score: Raw -559491.732878 + Penalty 2839.202400 = -556652.530478
  nChanged 2587
		SP:Iteration 1F (140195.200000 sec): 3 clusters
  Score: Raw -560898.645537 + Penalty 2839.202400 = -558059.443137
  nChanged 494
		SP:Iteration 2F (140195.310000 sec): 3 clusters
  Score: Raw -561151.394143 + Penalty 2839.202400 = -558312.191743
  nChanged 368
		SP:Iteration 3F (140195.410000 sec): 3 clusters
  Score: Raw -561340.215802 + Penalty 2839.202400 = -558501.013402
  nChanged 278
		SP:Iteration 4Q (140195.520000 sec): 3 clusters
  Score: Raw -561500.725892 + Penalty 2839.202400 = -558661.523492
  nChanged 330
		SP:Iteration 5F (140195.630000 sec): 3 clusters
  Score: Raw -561709.759446 + Penalty 2839.202400 = -558870.557046
  nChanged 339
		SP:Iteration 6F (140195.740000 sec): 3 clusters
  Score: Raw -561927.062471 + Penalty 2839.202400 = -559087.860071
  nChanged 299
		SP:Iteration 7Q (140195.840000 sec): 3 clusters
  Score: Raw -562141.049176 + Penalty 2839.202400 = -559301.846776
  nChanged 278
		SP:Iteration 8Q (140195.950000 sec): 3 clusters
  Score: Raw -562339.820643 + Penalty 2839.202400 = -559500.618243
  nChanged 251
		SP:Iteration 9Q (140196.060000 sec): 3 clusters
  Score: Raw -562531.547095 + Penalty 2839.202400 = -559692.344695
  nChanged 233
		SP:Iteration 10Q (140196.160000 sec): 3 clusters
  Score: Raw -562707.880015 + Penalty 2839.202400 = -559868.677615
  nChanged 203
		SP:Iteration 11Q (140196.270000 sec): 3 clusters
  Score: Raw -562860.440447 + Penalty 2839.202400 = -560021.238047
  nChanged 172
		SP:Iteration 12Q (140196.370000 sec): 3 clusters
  Score: Raw -562999.264524 + Penalty 2839.202400 = -560160.062124
  nChanged 142
		SP:Iteration 13Q (140196.480000 sec): 3 clusters
  Score: Raw -563094.438838 + Penalty 2839.202400 = -560255.236438
  nChanged 126
		SP:Iteration 14Q (140196.580000 sec): 3 clusters
  Score: Raw -563178.420853 + Penalty 2839.202400 = -560339.218453
  nChanged 128
		SP:Iteration 15Q (140196.680000 sec): 3 clusters
  Score: Raw -563239.233613 + Penalty 2839.202400 = -560400.031213
  nChanged 86
		SP:Iteration 16Q (140196.790000 sec): 3 clusters
  Score: Raw -563273.389826 + Penalty 2839.202400 = -560434.187426
  nChanged 75
		SP:Iteration 17Q (140196.890000 sec): 3 clusters
  Score: Raw -563301.830567 + Penalty 2839.202400 = -560462.628167
  nChanged 60
		SP:Iteration 18Q (140197.000000 sec): 3 clusters
  Score: Raw -563323.517115 + Penalty 2839.202400 = -560484.314715
  nChanged 53
		SP:Iteration 19Q (140197.100000 sec): 3 clusters
  Score: Raw -563343.769043 + Penalty 2839.202400 = -560504.566643
  nChanged 47
		SP:Iteration 20F (140197.200000 sec): 3 clusters
  Score: Raw -563357.905537 + Penalty 2839.202400 = -560518.703137
  nChanged 41
		SP:Iteration 21Q (140197.320000 sec): 3 clusters
  Score: Raw -563368.135476 + Penalty 2839.202400 = -560528.933076
  nChanged 33
		SP:Iteration 22Q (140197.420000 sec): 3 clusters
  Score: Raw -563376.138387 + Penalty 2839.202400 = -560536.935987
  nChanged 26
		SP:Iteration 23Q (140197.520000 sec): 3 clusters
  Score: Raw -563382.031949 + Penalty 2839.202400 = -560542.829549
  nChanged 21
		SP:Iteration 24Q (140197.620000 sec): 3 clusters
  Score: Raw -563385.126254 + Penalty 2839.202400 = -560545.923854
  nChanged 8
		SP:Iteration 25Q (140197.720000 sec): 3 clusters
  Score: Raw -563386.341597 + Penalty 2839.202400 = -560547.139197
  nChanged 7
		SP:Iteration 26Q (140197.830000 sec): 3 clusters
  Score: Raw -563387.359050 + Penalty 2839.202400 = -560548.156650
  nChanged 5
		SP:Iteration 27Q (140197.930000 sec): 3 clusters
  Score: Raw -563387.754566 + Penalty 2839.202400 = -560548.552166
  nChanged 5
		SP:Iteration 28Q (140198.030000 sec): 3 clusters
  Score: Raw -563388.171864 + Penalty 2839.202400 = -560548.969464
  nChanged 2
		SP:Iteration 29Q (140198.130000 sec): 3 clusters
  Score: Raw -563388.363900 + Penalty 2839.202400 = -560549.161500
  nChanged 2
		SP:Iteration 30Q (140198.240000 sec): 3 clusters
  Score: Raw -563388.614774 + Penalty 2839.202400 = -560549.412374
  nChanged 1
		SP:Iteration 31Q (140198.340000 sec): 3 clusters
  Score: Raw -563388.746328 + Penalty 2839.202400 = -560549.543928
  nChanged 0
		SP:Iteration 32F (140198.440000 sec): 3 clusters
  Score: Raw -563388.746328 + Penalty 2839.202400 = -560549.543928
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 33 (1636 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (140198.500000 sec): 2 clusters
  Score: Raw -136365.227483 + Penalty 1202.501547 = -135162.725937
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (140198.540000 sec): 3 clusters
  Score: Raw -135706.904867 + Penalty 2405.003093 = -133301.901774
  nChanged 547
		SP:Iteration 1F (140198.570000 sec): 3 clusters
  Score: Raw -136088.853207 + Penalty 2405.003093 = -133683.850114
  nChanged 129
		SP:Iteration 2F (140198.600000 sec): 3 clusters
  Score: Raw -136189.653392 + Penalty 2405.003093 = -133784.650299
  nChanged 64
		SP:Iteration 3Q (140198.630000 sec): 3 clusters
  Score: Raw -136237.887561 + Penalty 2405.003093 = -133832.884468
  nChanged 38
		SP:Iteration 4Q (140198.660000 sec): 3 clusters
  Score: Raw -136264.969312 + Penalty 2405.003093 = -133859.966219
  nChanged 37
		SP:Iteration 5Q (140198.690000 sec): 3 clusters
  Score: Raw -136285.984424 + Penalty 2405.003093 = -133880.981331
  nChanged 21
		SP:Iteration 6Q (140198.720000 sec): 3 clusters
  Score: Raw -136298.110518 + Penalty 2405.003093 = -133893.107425
  nChanged 16
		SP:Iteration 7Q (140198.760000 sec): 3 clusters
  Score: Raw -136303.336250 + Penalty 2405.003093 = -133898.333157
  nChanged 9
		SP:Iteration 8Q (140198.790000 sec): 3 clusters
  Score: Raw -136308.362310 + Penalty 2405.003093 = -133903.359217
  nChanged 8
		SP:Iteration 9Q (140198.820000 sec): 3 clusters
  Score: Raw -136314.708699 + Penalty 2405.003093 = -133909.705606
  nChanged 12
		SP:Iteration 10Q (140198.850000 sec): 3 clusters
  Score: Raw -136321.630369 + Penalty 2405.003093 = -133916.627276
  nChanged 10
		SP:Iteration 11Q (140198.880000 sec): 3 clusters
  Score: Raw -136329.606879 + Penalty 2405.003093 = -133924.603786
  nChanged 16
		SP:Iteration 12Q (140198.910000 sec): 3 clusters
  Score: Raw -136346.354831 + Penalty 2405.003093 = -133941.351738
  nChanged 15
		SP:Iteration 13Q (140198.950000 sec): 3 clusters
  Score: Raw -136357.675281 + Penalty 2405.003093 = -133952.672188
  nChanged 15
		SP:Iteration 14Q (140198.980000 sec): 3 clusters
  Score: Raw -136365.932894 + Penalty 2405.003093 = -133960.929801
  nChanged 11
		SP:Iteration 15Q (140199.010000 sec): 3 clusters
  Score: Raw -136371.941014 + Penalty 2405.003093 = -133966.937921
  nChanged 11
		SP:Iteration 16Q (140199.040000 sec): 3 clusters
  Score: Raw -136379.327969 + Penalty 2405.003093 = -133974.324876
  nChanged 8
		SP:Iteration 17Q (140199.070000 sec): 3 clusters
  Score: Raw -136384.017787 + Penalty 2405.003093 = -133979.014694
  nChanged 8
		SP:Iteration 18Q (140199.100000 sec): 3 clusters
  Score: Raw -136388.387338 + Penalty 2405.003093 = -133983.384245
  nChanged 7
		SP:Iteration 19Q (140199.140000 sec): 3 clusters
  Score: Raw -136391.545719 + Penalty 2405.003093 = -133986.542626
  nChanged 7
		SP:Iteration 20F (140199.170000 sec): 3 clusters
  Score: Raw -136394.825043 + Penalty 2405.003093 = -133989.821949
  nChanged 1
		SP:Iteration 21Q (140199.200000 sec): 3 clusters
  Score: Raw -136395.292891 + Penalty 2405.003093 = -133990.289798
  nChanged 1
		SP:Iteration 22Q (140199.230000 sec): 3 clusters
  Score: Raw -136396.994167 + Penalty 2405.003093 = -133991.991074
  nChanged 2
		SP:Iteration 23Q (140199.260000 sec): 3 clusters
  Score: Raw -136397.988146 + Penalty 2405.003093 = -133992.985053
  nChanged 1
		SP:Iteration 24Q (140199.290000 sec): 3 clusters
  Score: Raw -136399.108385 + Penalty 2405.003093 = -133994.105292
  nChanged 2
		SP:Iteration 25Q (140199.320000 sec): 3 clusters
  Score: Raw -136399.940457 + Penalty 2405.003093 = -133994.937364
  nChanged 2
		SP:Iteration 26Q (140199.360000 sec): 3 clusters
  Score: Raw -136400.993373 + Penalty 2405.003093 = -133995.990280
  nChanged 1
		SP:Iteration 27Q (140199.390000 sec): 3 clusters
  Score: Raw -136401.344635 + Penalty 2405.003093 = -133996.341542
  nChanged 0
		SP:Iteration 28F (140199.420000 sec): 3 clusters
  Score: Raw -136401.344635 + Penalty 2405.003093 = -133996.341542
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 34 (7984 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (140199.530000 sec): 2 clusters
  Score: Raw -770068.490683 + Penalty 1460.094158 = -768608.396525
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (140199.690000 sec): 3 clusters
  Score: Raw -765674.283960 + Penalty 2920.188316 = -762754.095644
  nChanged 3360
		SP:Iteration 1F (140199.810000 sec): 3 clusters
  Score: Raw -767361.095474 + Penalty 2920.188316 = -764440.907158
  nChanged 489
		SP:Iteration 2F (140199.940000 sec): 3 clusters
  Score: Raw -767578.191781 + Penalty 2920.188316 = -764658.003465
  nChanged 415
		SP:Iteration 3F (140200.060000 sec): 3 clusters
  Score: Raw -767765.232451 + Penalty 2920.188316 = -764845.044135
  nChanged 353
		SP:Iteration 4Q (140200.200000 sec): 3 clusters
  Score: Raw -767914.325734 + Penalty 2920.188316 = -764994.137418
  nChanged 303
		SP:Iteration 5Q (140200.330000 sec): 3 clusters
  Score: Raw -768031.910584 + Penalty 2920.188316 = -765111.722269
  nChanged 270
		SP:Iteration 6Q (140200.460000 sec): 3 clusters
  Score: Raw -768143.577293 + Penalty 2920.188316 = -765223.388977
  nChanged 258
		SP:Iteration 7Q (140200.580000 sec): 3 clusters
  Score: Raw -768260.734028 + Penalty 2920.188316 = -765340.545712
  nChanged 280
		SP:Iteration 8Q (140200.710000 sec): 3 clusters
  Score: Raw -768430.680055 + Penalty 2920.188316 = -765510.491739
  nChanged 305
		SP:Iteration 9Q (140200.830000 sec): 3 clusters
  Score: Raw -768599.315471 + Penalty 2920.188316 = -765679.127156
  nChanged 321
		SP:Iteration 10Q (140200.960000 sec): 3 clusters
  Score: Raw -768776.838295 + Penalty 2920.188316 = -765856.649979
  nChanged 315
		SP:Iteration 11Q (140201.080000 sec): 3 clusters
  Score: Raw -768937.491118 + Penalty 2920.188316 = -766017.302802
  nChanged 314
		SP:Iteration 12Q (140201.210000 sec): 3 clusters
  Score: Raw -769102.661643 + Penalty 2920.188316 = -766182.473327
  nChanged 281
		SP:Iteration 13Q (140201.340000 sec): 3 clusters
  Score: Raw -769229.509223 + Penalty 2920.188316 = -766309.320907
  nChanged 250
		SP:Iteration 14Q (140201.470000 sec): 3 clusters
  Score: Raw -769335.606694 + Penalty 2920.188316 = -766415.418378
  nChanged 209
		SP:Iteration 15Q (140201.600000 sec): 3 clusters
  Score: Raw -769418.315925 + Penalty 2920.188316 = -766498.127609
  nChanged 166
		SP:Iteration 16Q (140201.730000 sec): 3 clusters
  Score: Raw -769484.045646 + Penalty 2920.188316 = -766563.857331
  nChanged 146
		SP:Iteration 17Q (140201.860000 sec): 3 clusters
  Score: Raw -769535.002966 + Penalty 2920.188316 = -766614.814650
  nChanged 125
		SP:Iteration 18Q (140201.990000 sec): 3 clusters
  Score: Raw -769577.977085 + Penalty 2920.188316 = -766657.788769
  nChanged 97
		SP:Iteration 19Q (140202.130000 sec): 3 clusters
  Score: Raw -769609.145993 + Penalty 2920.188316 = -766688.957677
  nChanged 93
		SP:Iteration 20F (140202.250000 sec): 3 clusters
  Score: Raw -769639.443241 + Penalty 2920.188316 = -766719.254925
  nChanged 71
		SP:Iteration 21Q (140202.380000 sec): 3 clusters
  Score: Raw -769662.351576 + Penalty 2920.188316 = -766742.163260
  nChanged 68
		SP:Iteration 22Q (140202.520000 sec): 3 clusters
  Score: Raw -769683.075323 + Penalty 2920.188316 = -766762.887007
  nChanged 74
		SP:Iteration 23Q (140202.650000 sec): 3 clusters
  Score: Raw -769709.515478 + Penalty 2920.188316 = -766789.327162
  nChanged 74
		SP:Iteration 24Q (140202.770000 sec): 3 clusters
  Score: Raw -769740.659955 + Penalty 2920.188316 = -766820.471639
  nChanged 80
		SP:Iteration 25Q (140202.890000 sec): 3 clusters
  Score: Raw -769779.039069 + Penalty 2920.188316 = -766858.850754
  nChanged 91
		SP:Iteration 26Q (140203.020000 sec): 3 clusters
  Score: Raw -769826.528636 + Penalty 2920.188316 = -766906.340320
  nChanged 88
		SP:Iteration 27Q (140203.140000 sec): 3 clusters
  Score: Raw -769879.901584 + Penalty 2920.188316 = -766959.713269
  nChanged 91
		SP:Iteration 28Q (140203.260000 sec): 3 clusters
  Score: Raw -769942.882257 + Penalty 2920.188316 = -767022.693941
  nChanged 104
		SP:Iteration 29Q (140203.380000 sec): 3 clusters
  Score: Raw -770009.425148 + Penalty 2920.188316 = -767089.236832
  nChanged 110
		SP:Iteration 30Q (140203.500000 sec): 3 clusters
  Score: Raw -770079.016237 + Penalty 2920.188316 = -767158.827922
  nChanged 109
		SP:Iteration 31Q (140203.620000 sec): 3 clusters
  Score: Raw -770158.545396 + Penalty 2920.188316 = -767238.357080
  nChanged 109
		SP:Iteration 32Q (140203.740000 sec): 3 clusters
  Score: Raw -770237.926937 + Penalty 2920.188316 = -767317.738621
  nChanged 81
		SP:Iteration 33Q (140203.860000 sec): 3 clusters
  Score: Raw -770288.876373 + Penalty 2920.188316 = -767368.688058
  nChanged 85
		SP:Iteration 34Q (140203.980000 sec): 3 clusters
  Score: Raw -770341.221062 + Penalty 2920.188316 = -767421.032746
  nChanged 83
		SP:Iteration 35Q (140204.090000 sec): 3 clusters
  Score: Raw -770392.673909 + Penalty 2920.188316 = -767472.485593
  nChanged 76
		SP:Iteration 36Q (140204.210000 sec): 3 clusters
  Score: Raw -770435.789192 + Penalty 2920.188316 = -767515.600876
  nChanged 56
		SP:Iteration 37Q (140204.320000 sec): 3 clusters
  Score: Raw -770466.096308 + Penalty 2920.188316 = -767545.907992
  nChanged 45
		SP:Iteration 38Q (140204.440000 sec): 3 clusters
  Score: Raw -770488.866734 + Penalty 2920.188316 = -767568.678418
  nChanged 42
		SP:Iteration 39Q (140204.560000 sec): 3 clusters
  Score: Raw -770507.593788 + Penalty 2920.188316 = -767587.405472
  nChanged 32
		SP:Iteration 40F (140204.680000 sec): 3 clusters
  Score: Raw -770520.144036 + Penalty 2920.188316 = -767599.955720
  nChanged 22
		SP:Iteration 41Q (140204.810000 sec): 3 clusters
  Score: Raw -770528.089684 + Penalty 2920.188316 = -767607.901368
  nChanged 25
		SP:Iteration 42Q (140204.920000 sec): 3 clusters
  Score: Raw -770537.191341 + Penalty 2920.188316 = -767617.003025
  nChanged 19
		SP:Iteration 43Q (140205.040000 sec): 3 clusters
  Score: Raw -770542.599268 + Penalty 2920.188316 = -767622.410952
  nChanged 14
		SP:Iteration 44Q (140205.160000 sec): 3 clusters
  Score: Raw -770545.859370 + Penalty 2920.188316 = -767625.671054
  nChanged 7
		SP:Iteration 45Q (140205.280000 sec): 3 clusters
  Score: Raw -770548.129054 + Penalty 2920.188316 = -767627.940739
  nChanged 7
		SP:Iteration 46Q (140205.500000 sec): 3 clusters
  Score: Raw -770550.177512 + Penalty 2920.188316 = -767629.989196
  nChanged 5
		SP:Iteration 47Q (140205.700000 sec): 3 clusters
  Score: Raw -770552.424457 + Penalty 2920.188316 = -767632.236141
  nChanged 7
		SP:Iteration 48Q (140205.900000 sec): 3 clusters
  Score: Raw -770555.019906 + Penalty 2920.188316 = -767634.831590
  nChanged 10
		SP:Iteration 49Q (140206.100000 sec): 3 clusters
  Score: Raw -770557.783379 + Penalty 2920.188316 = -767637.595063
  nChanged 5
		SP:Iteration 50Q (140206.290000 sec): 3 clusters
  Score: Raw -770559.117022 + Penalty 2920.188316 = -767638.928706
  nChanged 5
		SP:Iteration 51Q (140206.490000 sec): 3 clusters
  Score: Raw -770559.882309 + Penalty 2920.188316 = -767639.693993
  nChanged 4
		SP:Iteration 52Q (140206.640000 sec): 3 clusters
  Score: Raw -770561.048306 + Penalty 2920.188316 = -767640.859990
  nChanged 3
		SP:Iteration 53Q (140206.750000 sec): 3 clusters
  Score: Raw -770561.970320 + Penalty 2920.188316 = -767641.782004
  nChanged 3
		SP:Iteration 54Q (140206.860000 sec): 3 clusters
  Score: Raw -770562.651484 + Penalty 2920.188316 = -767642.463168
  nChanged 0
		SP:Iteration 55F (140206.990000 sec): 3 clusters
  Score: Raw -770562.651484 + Penalty 2920.188316 = -767642.463168
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 35 (2188 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (140207.060000 sec): 2 clusters
  Score: Raw -183356.865404 + Penalty 1249.745764 = -182107.119640
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (140207.100000 sec): 3 clusters
  Score: Raw -182366.969154 + Penalty 2499.491528 = -179867.477626
  nChanged 796
		SP:Iteration 1F (140207.140000 sec): 3 clusters
  Score: Raw -182889.549189 + Penalty 2499.491528 = -180390.057661
  nChanged 194
		SP:Iteration 2F (140207.180000 sec): 3 clusters
  Score: Raw -183040.053738 + Penalty 2499.491528 = -180540.562210
  nChanged 124
		SP:Iteration 3F (140207.230000 sec): 3 clusters
  Score: Raw -183145.313921 + Penalty 2499.491528 = -180645.822393
  nChanged 114
		SP:Iteration 4F (140207.270000 sec): 3 clusters
  Score: Raw -183248.823464 + Penalty 2499.491528 = -180749.331935
  nChanged 92
		SP:Iteration 5Q (140207.310000 sec): 3 clusters
  Score: Raw -183338.230053 + Penalty 2499.491528 = -180838.738525
  nChanged 89
		SP:Iteration 6Q (140207.360000 sec): 3 clusters
  Score: Raw -183421.351116 + Penalty 2499.491528 = -180921.859587
  nChanged 76
		SP:Iteration 7Q (140207.400000 sec): 3 clusters
  Score: Raw -183483.422684 + Penalty 2499.491528 = -180983.931156
  nChanged 57
		SP:Iteration 8Q (140207.440000 sec): 3 clusters
  Score: Raw -183524.244164 + Penalty 2499.491528 = -181024.752636
  nChanged 34
		SP:Iteration 9Q (140207.480000 sec): 3 clusters
  Score: Raw -183541.118403 + Penalty 2499.491528 = -181041.626875
  nChanged 25
		SP:Iteration 10Q (140207.520000 sec): 3 clusters
  Score: Raw -183560.428912 + Penalty 2499.491528 = -181060.937384
  nChanged 29
		SP:Iteration 11Q (140207.560000 sec): 3 clusters
  Score: Raw -183579.552451 + Penalty 2499.491528 = -181080.060923
  nChanged 23
		SP:Iteration 12Q (140207.600000 sec): 3 clusters
  Score: Raw -183589.663712 + Penalty 2499.491528 = -181090.172184
  nChanged 18
		SP:Iteration 13Q (140207.650000 sec): 3 clusters
  Score: Raw -183599.762829 + Penalty 2499.491528 = -181100.271301
  nChanged 19
		SP:Iteration 14Q (140207.690000 sec): 3 clusters
  Score: Raw -183609.538898 + Penalty 2499.491528 = -181110.047369
  nChanged 13
		SP:Iteration 15Q (140207.730000 sec): 3 clusters
  Score: Raw -183619.478344 + Penalty 2499.491528 = -181119.986815
  nChanged 17
		SP:Iteration 16Q (140207.770000 sec): 3 clusters
  Score: Raw -183629.182403 + Penalty 2499.491528 = -181129.690875
  nChanged 13
		SP:Iteration 17Q (140207.820000 sec): 3 clusters
  Score: Raw -183635.759672 + Penalty 2499.491528 = -181136.268144
  nChanged 9
		SP:Iteration 18Q (140207.860000 sec): 3 clusters
  Score: Raw -183643.801634 + Penalty 2499.491528 = -181144.310106
  nChanged 9
		SP:Iteration 19Q (140207.900000 sec): 3 clusters
  Score: Raw -183649.802447 + Penalty 2499.491528 = -181150.310919
  nChanged 11
		SP:Iteration 20F (140207.940000 sec): 3 clusters
  Score: Raw -183656.556025 + Penalty 2499.491528 = -181157.064497
  nChanged 7
		SP:Iteration 21Q (140207.980000 sec): 3 clusters
  Score: Raw -183659.735094 + Penalty 2499.491528 = -181160.243566
  nChanged 7
		SP:Iteration 22Q (140208.020000 sec): 3 clusters
  Score: Raw -183662.035593 + Penalty 2499.491528 = -181162.544065
  nChanged 1
		SP:Iteration 23Q (140208.060000 sec): 3 clusters
  Score: Raw -183662.625734 + Penalty 2499.491528 = -181163.134206
  nChanged 1
		SP:Iteration 24Q (140208.100000 sec): 3 clusters
  Score: Raw -183663.162889 + Penalty 2499.491528 = -181163.671361
  nChanged 1
		SP:Iteration 25Q (140208.150000 sec): 3 clusters
  Score: Raw -183663.400368 + Penalty 2499.491528 = -181163.908840
  nChanged 0
		SP:Iteration 26F (140208.190000 sec): 3 clusters
  Score: Raw -183663.400368 + Penalty 2499.491528 = -181163.908840
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 36 (449 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (140208.220000 sec): 2 clusters
  Score: Raw -42138.335947 + Penalty 992.391219 = -41145.944728
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (140208.240000 sec): 3 clusters
  Score: Raw -42097.557229 + Penalty 1984.782439 = -40112.774791
  nChanged 100
		SP:Iteration 1F (140208.240000 sec): 3 clusters
  Score: Raw -42236.344429 + Penalty 1984.782439 = -40251.561991
  nChanged 20
		SP:Iteration 2Q (140208.250000 sec): 3 clusters
  Score: Raw -42267.881139 + Penalty 1984.782439 = -40283.098700
  nChanged 9
		SP:Iteration 3Q (140208.260000 sec): 3 clusters
  Score: Raw -42284.723269 + Penalty 1984.782439 = -40299.940830
  nChanged 6
		SP:Iteration 4Q (140208.270000 sec): 3 clusters
  Score: Raw -42297.285672 + Penalty 1984.782439 = -40312.503233
  nChanged 6
		SP:Iteration 5Q (140208.280000 sec): 3 clusters
  Score: Raw -42312.882182 + Penalty 1984.782439 = -40328.099744
  nChanged 3
		SP:Iteration 6Q (140208.290000 sec): 3 clusters
  Score: Raw -42316.594225 + Penalty 1984.782439 = -40331.811787
  nChanged 2
		SP:Iteration 7Q (140208.300000 sec): 3 clusters
  Score: Raw -42317.971624 + Penalty 1984.782439 = -40333.189186
  nChanged 0
		SP:Iteration 8F (140208.310000 sec): 3 clusters
  Score: Raw -42317.971624 + Penalty 1984.782439 = -40333.189186
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 37 (1444 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (140208.360000 sec): 2 clusters
  Score: Raw -126344.795692 + Penalty 1182.215502 = -125162.580190
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (140208.400000 sec): 3 clusters
  Score: Raw -125797.665512 + Penalty 2364.431004 = -123433.234509
  nChanged 456
		SP:Iteration 1F (140208.420000 sec): 3 clusters
  Score: Raw -126128.581302 + Penalty 2364.431004 = -123764.150299
  nChanged 98
		SP:Iteration 2F (140208.450000 sec): 3 clusters
  Score: Raw -126209.365731 + Penalty 2364.431004 = -123844.934727
  nChanged 70
		SP:Iteration 3Q (140208.480000 sec): 3 clusters
  Score: Raw -126267.424716 + Penalty 2364.431004 = -123902.993712
  nChanged 35
		SP:Iteration 4Q (140208.510000 sec): 3 clusters
  Score: Raw -126292.067683 + Penalty 2364.431004 = -123927.636680
  nChanged 29
		SP:Iteration 5Q (140208.540000 sec): 3 clusters
  Score: Raw -126316.942260 + Penalty 2364.431004 = -123952.511256
  nChanged 27
		SP:Iteration 6Q (140208.560000 sec): 3 clusters
  Score: Raw -126339.851117 + Penalty 2364.431004 = -123975.420113
  nChanged 27
		SP:Iteration 7Q (140208.590000 sec): 3 clusters
  Score: Raw -126353.786210 + Penalty 2364.431004 = -123989.355206
  nChanged 17
		SP:Iteration 8Q (140208.620000 sec): 3 clusters
  Score: Raw -126365.088163 + Penalty 2364.431004 = -124000.657159
  nChanged 14
		SP:Iteration 9Q (140208.650000 sec): 3 clusters
  Score: Raw -126372.391657 + Penalty 2364.431004 = -124007.960653
  nChanged 10
		SP:Iteration 10Q (140208.680000 sec): 3 clusters
  Score: Raw -126379.389250 + Penalty 2364.431004 = -124014.958246
  nChanged 13
		SP:Iteration 11Q (140208.700000 sec): 3 clusters
  Score: Raw -126386.982693 + Penalty 2364.431004 = -124022.551689
  nChanged 9
		SP:Iteration 12Q (140208.730000 sec): 3 clusters
  Score: Raw -126392.557954 + Penalty 2364.431004 = -124028.126950
  nChanged 3
		SP:Iteration 13Q (140208.760000 sec): 3 clusters
  Score: Raw -126393.327455 + Penalty 2364.431004 = -124028.896451
  nChanged 3
		SP:Iteration 14Q (140208.790000 sec): 3 clusters
  Score: Raw -126393.921330 + Penalty 2364.431004 = -124029.490326
  nChanged 0
		SP:Iteration 15F (140208.820000 sec): 3 clusters
  Score: Raw -126393.921330 + Penalty 2364.431004 = -124029.490326
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 38 (4958 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (140208.900000 sec): 2 clusters
  Score: Raw -444974.565413 + Penalty 1382.673128 = -443591.892284
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (140209.000000 sec): 3 clusters
  Score: Raw -442465.709361 + Penalty 2765.346257 = -439700.363104
  nChanged 2007
		SP:Iteration 1F (140209.100000 sec): 3 clusters
  Score: Raw -443600.394856 + Penalty 2765.346257 = -440835.048599
  nChanged 401
		SP:Iteration 2F (140209.190000 sec): 3 clusters
  Score: Raw -443918.567612 + Penalty 2765.346257 = -441153.221356
  nChanged 406
		SP:Iteration 3F (140209.280000 sec): 3 clusters
  Score: Raw -444303.596838 + Penalty 2765.346257 = -441538.250581
  nChanged 367
		SP:Iteration 4F (140209.370000 sec): 3 clusters
  Score: Raw -444655.120947 + Penalty 2765.346257 = -441889.774690
  nChanged 332
		SP:Iteration 5F (140209.460000 sec): 3 clusters
  Score: Raw -445016.926314 + Penalty 2765.346257 = -442251.580058
  nChanged 299
		SP:Iteration 6F (140209.550000 sec): 3 clusters
  Score: Raw -445347.333420 + Penalty 2765.346257 = -442581.987163
  nChanged 251
		SP:Iteration 7F (140209.640000 sec): 3 clusters
  Score: Raw -445618.917208 + Penalty 2765.346257 = -442853.570951
  nChanged 233
		SP:Iteration 8Q (140209.730000 sec): 3 clusters
  Score: Raw -445847.519651 + Penalty 2765.346257 = -443082.173394
  nChanged 184
		SP:Iteration 9Q (140209.820000 sec): 3 clusters
  Score: Raw -445993.575399 + Penalty 2765.346257 = -443228.229142
  nChanged 142
		SP:Iteration 10Q (140209.920000 sec): 3 clusters
  Score: Raw -446089.442199 + Penalty 2765.346257 = -443324.095942
  nChanged 105
		SP:Iteration 11Q (140210.000000 sec): 3 clusters
  Score: Raw -446148.654813 + Penalty 2765.346257 = -443383.308557
  nChanged 80
		SP:Iteration 12Q (140210.100000 sec): 3 clusters
  Score: Raw -446188.310000 + Penalty 2765.346257 = -443422.963744
  nChanged 64
		SP:Iteration 13Q (140210.190000 sec): 3 clusters
  Score: Raw -446216.473502 + Penalty 2765.346257 = -443451.127246
  nChanged 53
		SP:Iteration 14Q (140210.280000 sec): 3 clusters
  Score: Raw -446238.933033 + Penalty 2765.346257 = -443473.586776
  nChanged 37
		SP:Iteration 15Q (140210.370000 sec): 3 clusters
  Score: Raw -446250.860598 + Penalty 2765.346257 = -443485.514341
  nChanged 35
		SP:Iteration 16Q (140210.460000 sec): 3 clusters
  Score: Raw -446261.876785 + Penalty 2765.346257 = -443496.530528
  nChanged 29
		SP:Iteration 17Q (140210.550000 sec): 3 clusters
  Score: Raw -446271.840628 + Penalty 2765.346257 = -443506.494371
  nChanged 28
		SP:Iteration 18Q (140210.640000 sec): 3 clusters
  Score: Raw -446279.428448 + Penalty 2765.346257 = -443514.082191
  nChanged 31
		SP:Iteration 19Q (140210.730000 sec): 3 clusters
  Score: Raw -446288.335563 + Penalty 2765.346257 = -443522.989306
  nChanged 21
		SP:Iteration 20F (140210.820000 sec): 3 clusters
  Score: Raw -446292.987000 + Penalty 2765.346257 = -443527.640743
  nChanged 17
		SP:Iteration 21Q (140210.920000 sec): 3 clusters
  Score: Raw -446296.654945 + Penalty 2765.346257 = -443531.308689
  nChanged 12
		SP:Iteration 22Q (140211.000000 sec): 3 clusters
  Score: Raw -446299.412712 + Penalty 2765.346257 = -443534.066455
  nChanged 8
		SP:Iteration 23Q (140211.100000 sec): 3 clusters
  Score: Raw -446301.401556 + Penalty 2765.346257 = -443536.055300
  nChanged 9
		SP:Iteration 24Q (140211.190000 sec): 3 clusters
  Score: Raw -446302.905550 + Penalty 2765.346257 = -443537.559294
  nChanged 2
		SP:Iteration 25Q (140211.280000 sec): 3 clusters
  Score: Raw -446303.542116 + Penalty 2765.346257 = -443538.195860
  nChanged 4
		SP:Iteration 26Q (140211.370000 sec): 3 clusters
  Score: Raw -446304.391628 + Penalty 2765.346257 = -443539.045372
  nChanged 3
		SP:Iteration 27Q (140211.460000 sec): 3 clusters
  Score: Raw -446305.474638 + Penalty 2765.346257 = -443540.128381
  nChanged 3
		SP:Iteration 28Q (140211.540000 sec): 3 clusters
  Score: Raw -446306.224816 + Penalty 2765.346257 = -443540.878560
  nChanged 3
		SP:Iteration 29Q (140211.640000 sec): 3 clusters
  Score: Raw -446306.797764 + Penalty 2765.346257 = -443541.451507
  nChanged 3
		SP:Iteration 30Q (140211.720000 sec): 3 clusters
  Score: Raw -446307.537062 + Penalty 2765.346257 = -443542.190805
  nChanged 2
		SP:Iteration 31Q (140211.820000 sec): 3 clusters
  Score: Raw -446308.002135 + Penalty 2765.346257 = -443542.655878
  nChanged 3
		SP:Iteration 32Q (140211.900000 sec): 3 clusters
  Score: Raw -446308.578791 + Penalty 2765.346257 = -443543.232534
  nChanged 1
		SP:Iteration 33Q (140212.000000 sec): 3 clusters
  Score: Raw -446308.966533 + Penalty 2765.346257 = -443543.620277
  nChanged 3
		SP:Iteration 34Q (140212.080000 sec): 3 clusters
  Score: Raw -446309.857626 + Penalty 2765.346257 = -443544.511369
  nChanged 6
		SP:Iteration 35Q (140212.180000 sec): 3 clusters
  Score: Raw -446311.531767 + Penalty 2765.346257 = -443546.185511
  nChanged 5
		SP:Iteration 36Q (140212.260000 sec): 3 clusters
  Score: Raw -446312.747023 + Penalty 2765.346257 = -443547.400766
  nChanged 3
		SP:Iteration 37Q (140212.360000 sec): 3 clusters
  Score: Raw -446313.610728 + Penalty 2765.346257 = -443548.264471
  nChanged 0
		SP:Iteration 38F (140212.450000 sec): 3 clusters
  Score: Raw -446313.610728 + Penalty 2765.346257 = -443548.264471
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 39 (1648 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (140212.510000 sec): 2 clusters
  Score: Raw -130881.421452 + Penalty 1203.689128 = -129677.732324
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (140212.540000 sec): 3 clusters
  Score: Raw -130229.577884 + Penalty 2407.378256 = -127822.199629
  nChanged 552
		SP:Iteration 1F (140212.570000 sec): 3 clusters
  Score: Raw -130652.293239 + Penalty 2407.378256 = -128244.914983
  nChanged 151
		SP:Iteration 2F (140212.600000 sec): 3 clusters
  Score: Raw -130783.764039 + Penalty 2407.378256 = -128376.385783
  nChanged 91
		SP:Iteration 3F (140212.640000 sec): 3 clusters
  Score: Raw -130866.555682 + Penalty 2407.378256 = -128459.177426
  nChanged 60
		SP:Iteration 4Q (140212.670000 sec): 3 clusters
  Score: Raw -130927.109526 + Penalty 2407.378256 = -128519.731270
  nChanged 49
		SP:Iteration 5Q (140212.700000 sec): 3 clusters
  Score: Raw -130984.406113 + Penalty 2407.378256 = -128577.027857
  nChanged 53
		SP:Iteration 6Q (140212.730000 sec): 3 clusters
  Score: Raw -131035.415427 + Penalty 2407.378256 = -128628.037172
  nChanged 46
		SP:Iteration 7Q (140212.760000 sec): 3 clusters
  Score: Raw -131075.744002 + Penalty 2407.378256 = -128668.365747
  nChanged 44
		SP:Iteration 8Q (140212.790000 sec): 3 clusters
  Score: Raw -131120.995897 + Penalty 2407.378256 = -128713.617641
  nChanged 44
		SP:Iteration 9Q (140212.820000 sec): 3 clusters
  Score: Raw -131161.655304 + Penalty 2407.378256 = -128754.277048
  nChanged 32
		SP:Iteration 10Q (140212.860000 sec): 3 clusters
  Score: Raw -131193.217019 + Penalty 2407.378256 = -128785.838763
  nChanged 32
		SP:Iteration 11Q (140212.890000 sec): 3 clusters
  Score: Raw -131224.379305 + Penalty 2407.378256 = -128817.001049
  nChanged 29
		SP:Iteration 12Q (140212.920000 sec): 3 clusters
  Score: Raw -131246.889424 + Penalty 2407.378256 = -128839.511169
  nChanged 18
		SP:Iteration 13Q (140212.950000 sec): 3 clusters
  Score: Raw -131260.103426 + Penalty 2407.378256 = -128852.725170
  nChanged 12
		SP:Iteration 14Q (140212.980000 sec): 3 clusters
  Score: Raw -131269.936548 + Penalty 2407.378256 = -128862.558292
  nChanged 7
		SP:Iteration 15Q (140213.020000 sec): 3 clusters
  Score: Raw -131275.527138 + Penalty 2407.378256 = -128868.148883
  nChanged 5
		SP:Iteration 16Q (140213.050000 sec): 3 clusters
  Score: Raw -131281.128246 + Penalty 2407.378256 = -128873.749990
  nChanged 4
		SP:Iteration 17Q (140213.080000 sec): 3 clusters
  Score: Raw -131284.452947 + Penalty 2407.378256 = -128877.074691
  nChanged 8
		SP:Iteration 18Q (140213.110000 sec): 3 clusters
  Score: Raw -131292.160838 + Penalty 2407.378256 = -128884.782582
  nChanged 12
		SP:Iteration 19Q (140213.140000 sec): 3 clusters
  Score: Raw -131308.801850 + Penalty 2407.378256 = -128901.423594
  nChanged 15
		SP:Iteration 20F (140213.170000 sec): 3 clusters
  Score: Raw -131319.996725 + Penalty 2407.378256 = -128912.618470
  nChanged 18
		SP:Iteration 21Q (140213.200000 sec): 3 clusters
  Score: Raw -131335.363907 + Penalty 2407.378256 = -128927.985651
  nChanged 12
		SP:Iteration 22Q (140213.230000 sec): 3 clusters
  Score: Raw -131346.119143 + Penalty 2407.378256 = -128938.740887
  nChanged 12
		SP:Iteration 23Q (140213.260000 sec): 3 clusters
  Score: Raw -131359.246331 + Penalty 2407.378256 = -128951.868075
  nChanged 15
		SP:Iteration 24Q (140213.290000 sec): 3 clusters
  Score: Raw -131369.704366 + Penalty 2407.378256 = -128962.326110
  nChanged 13
		SP:Iteration 25Q (140213.320000 sec): 3 clusters
  Score: Raw -131380.972118 + Penalty 2407.378256 = -128973.593862
  nChanged 14
		SP:Iteration 26Q (140213.360000 sec): 3 clusters
  Score: Raw -131401.143169 + Penalty 2407.378256 = -128993.764914
  nChanged 17
		SP:Iteration 27Q (140213.380000 sec): 3 clusters
  Score: Raw -131417.079249 + Penalty 2407.378256 = -129009.700993
  nChanged 22
		SP:Iteration 28Q (140213.420000 sec): 3 clusters
  Score: Raw -131438.295856 + Penalty 2407.378256 = -129030.917600
  nChanged 15
		SP:Iteration 29Q (140213.440000 sec): 3 clusters
  Score: Raw -131451.123990 + Penalty 2407.378256 = -129043.745734
  nChanged 12
		SP:Iteration 30Q (140213.480000 sec): 3 clusters
  Score: Raw -131459.588267 + Penalty 2407.378256 = -129052.210011
  nChanged 15
		SP:Iteration 31Q (140213.510000 sec): 3 clusters
  Score: Raw -131470.523298 + Penalty 2407.378256 = -129063.145042
  nChanged 10
		SP:Iteration 32Q (140213.540000 sec): 3 clusters
  Score: Raw -131477.522794 + Penalty 2407.378256 = -129070.144539
  nChanged 11
		SP:Iteration 33Q (140213.570000 sec): 3 clusters
  Score: Raw -131491.626487 + Penalty 2407.378256 = -129084.248231
  nChanged 8
		SP:Iteration 34Q (140213.600000 sec): 3 clusters
  Score: Raw -131499.508031 + Penalty 2407.378256 = -129092.129775
  nChanged 12
		SP:Iteration 35Q (140213.620000 sec): 3 clusters
  Score: Raw -131510.625994 + Penalty 2407.378256 = -129103.247738
  nChanged 8
		SP:Iteration 36Q (140213.650000 sec): 3 clusters
  Score: Raw -131518.677594 + Penalty 2407.378256 = -129111.299338
  nChanged 5
		SP:Iteration 37Q (140213.680000 sec): 3 clusters
  Score: Raw -131522.872043 + Penalty 2407.378256 = -129115.493787
  nChanged 3
		SP:Iteration 38Q (140213.710000 sec): 3 clusters
  Score: Raw -131524.750713 + Penalty 2407.378256 = -129117.372457
  nChanged 2
		SP:Iteration 39Q (140213.740000 sec): 3 clusters
  Score: Raw -131525.433548 + Penalty 2407.378256 = -129118.055292
  nChanged 0
		SP:Iteration 40F (140213.770000 sec): 3 clusters
  Score: Raw -131525.433548 + Penalty 2407.378256 = -129118.055292
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 40 (23392 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (140214.010000 sec): 2 clusters
  Score: Raw -2208901.772212 + Penalty 1634.774271 = -2207266.997941
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (140214.330000 sec): 3 clusters
  Score: Raw -2194735.069851 + Penalty 3269.548543 = -2191465.521308
  nChanged 10548
		SP:Iteration 1F (140214.600000 sec): 3 clusters
  Score: Raw -2200578.803780 + Penalty 3269.548543 = -2197309.255238
  nChanged 1147
		SP:Iteration 2Q (140214.880000 sec): 3 clusters
  Score: Raw -2201010.083056 + Penalty 3269.548543 = -2197740.534514
  nChanged 1158
		SP:Iteration 3Q (140215.180000 sec): 3 clusters
  Score: Raw -2201452.652556 + Penalty 3269.548543 = -2198183.104013
  nChanged 1107
		SP:Iteration 4Q (140215.470000 sec): 3 clusters
  Score: Raw -2201906.161192 + Penalty 3269.548543 = -2198636.612649
  nChanged 1131
		SP:Iteration 5Q (140215.750000 sec): 3 clusters
  Score: Raw -2202371.522478 + Penalty 3269.548543 = -2199101.973936
  nChanged 1082
		SP:Iteration 6Q (140216.060000 sec): 3 clusters
  Score: Raw -2202782.770666 + Penalty 3269.548543 = -2199513.222123
  nChanged 999
		SP:Iteration 7Q (140216.340000 sec): 3 clusters
  Score: Raw -2203167.470145 + Penalty 3269.548543 = -2199897.921602
  nChanged 939
		SP:Iteration 8Q (140216.620000 sec): 3 clusters
  Score: Raw -2203528.850689 + Penalty 3269.548543 = -2200259.302146
  nChanged 847
		SP:Iteration 9Q (140216.900000 sec): 3 clusters
  Score: Raw -2203873.177240 + Penalty 3269.548543 = -2200603.628697
  nChanged 849
		SP:Iteration 10Q (140217.210000 sec): 3 clusters
  Score: Raw -2204243.819992 + Penalty 3269.548543 = -2200974.271449
  nChanged 853
		SP:Iteration 11Q (140217.490000 sec): 3 clusters
  Score: Raw -2204643.620633 + Penalty 3269.548543 = -2201374.072090
  nChanged 871
		SP:Iteration 12Q (140217.770000 sec): 3 clusters
  Score: Raw -2205089.829094 + Penalty 3269.548543 = -2201820.280551
  nChanged 875
		SP:Iteration 13Q (140218.050000 sec): 3 clusters
  Score: Raw -2205633.678679 + Penalty 3269.548543 = -2202364.130136
  nChanged 920
		SP:Iteration 14Q (140218.380000 sec): 3 clusters
  Score: Raw -2206261.929760 + Penalty 3269.548543 = -2202992.381217
  nChanged 919
		SP:Iteration 15Q (140218.660000 sec): 3 clusters
  Score: Raw -2207005.413511 + Penalty 3269.548543 = -2203735.864969
  nChanged 867
		SP:Iteration 16Q (140218.940000 sec): 3 clusters
  Score: Raw -2207796.698691 + Penalty 3269.548543 = -2204527.150148
  nChanged 635
		SP:Iteration 17Q (140219.210000 sec): 3 clusters
  Score: Raw -2208385.583687 + Penalty 3269.548543 = -2205116.035145
  nChanged 370
		SP:Iteration 18Q (140219.460000 sec): 3 clusters
  Score: Raw -2208738.480240 + Penalty 3269.548543 = -2205468.931697
  nChanged 198
		SP:Iteration 19Q (140219.710000 sec): 3 clusters
  Score: Raw -2208928.973018 + Penalty 3269.548543 = -2205659.424475
  nChanged 103
		SP:Iteration 20F (140220.030000 sec): 3 clusters
  Score: Raw -2209016.556885 + Penalty 3269.548543 = -2205747.008342
  nChanged 54
		SP:Iteration 21Q (140220.300000 sec): 3 clusters
  Score: Raw -2209060.164303 + Penalty 3269.548543 = -2205790.615760
  nChanged 43
		SP:Iteration 22Q (140220.530000 sec): 3 clusters
  Score: Raw -2209093.833607 + Penalty 3269.548543 = -2205824.285064
  nChanged 23
		SP:Iteration 23Q (140220.820000 sec): 3 clusters
  Score: Raw -2209117.742899 + Penalty 3269.548543 = -2205848.194356
  nChanged 15
		SP:Iteration 24Q (140221.070000 sec): 3 clusters
  Score: Raw -2209130.639780 + Penalty 3269.548543 = -2205861.091237
  nChanged 14
		SP:Iteration 25Q (140221.350000 sec): 3 clusters
  Score: Raw -2209148.507692 + Penalty 3269.548543 = -2205878.959149
  nChanged 14
		SP:Iteration 26Q (140221.600000 sec): 3 clusters
  Score: Raw -2209165.356042 + Penalty 3269.548543 = -2205895.807499
  nChanged 17
		SP:Iteration 27Q (140221.890000 sec): 3 clusters
  Score: Raw -2209178.983232 + Penalty 3269.548543 = -2205909.434689
  nChanged 10
		SP:Iteration 28Q (140222.180000 sec): 3 clusters
  Score: Raw -2209185.310222 + Penalty 3269.548543 = -2205915.761679
  nChanged 5
		SP:Iteration 29Q (140222.420000 sec): 3 clusters
  Score: Raw -2209188.779782 + Penalty 3269.548543 = -2205919.231239
  nChanged 3
		SP:Iteration 30Q (140222.710000 sec): 3 clusters
  Score: Raw -2209192.019213 + Penalty 3269.548543 = -2205922.470670
  nChanged 4
		SP:Iteration 31Q (140222.950000 sec): 3 clusters
  Score: Raw -2209196.499925 + Penalty 3269.548543 = -2205926.951382
  nChanged 2
		SP:Iteration 32Q (140223.240000 sec): 3 clusters
  Score: Raw -2209198.518991 + Penalty 3269.548543 = -2205928.970448
  nChanged 2
		SP:Iteration 33Q (140223.530000 sec): 3 clusters
  Score: Raw -2209200.405238 + Penalty 3269.548543 = -2205930.856695
  nChanged 0
		SP:Iteration 34F (140223.800000 sec): 3 clusters
  Score: Raw -2209200.405238 + Penalty 3269.548543 = -2205930.856695
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 41 (2971 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (140223.860000 sec): 2 clusters
  Score: Raw -245926.827798 + Penalty 1299.456255 = -244627.371544
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (140223.920000 sec): 3 clusters
  Score: Raw -244496.388789 + Penalty 2598.912510 = -241897.476279
  nChanged 1138
		SP:Iteration 1F (140223.970000 sec): 3 clusters
  Score: Raw -245170.620229 + Penalty 2598.912510 = -242571.707719
  nChanged 253
		SP:Iteration 2F (140224.030000 sec): 3 clusters
  Score: Raw -245389.976852 + Penalty 2598.912510 = -242791.064343
  nChanged 188
		SP:Iteration 3F (140224.090000 sec): 3 clusters
  Score: Raw -245553.784144 + Penalty 2598.912510 = -242954.871634
  nChanged 161
		SP:Iteration 4F (140224.140000 sec): 3 clusters
  Score: Raw -245673.488841 + Penalty 2598.912510 = -243074.576332
  nChanged 149
		SP:Iteration 5F (140224.200000 sec): 3 clusters
  Score: Raw -245773.184921 + Penalty 2598.912510 = -243174.272411
  nChanged 140
		SP:Iteration 6Q (140224.250000 sec): 3 clusters
  Score: Raw -245883.402959 + Penalty 2598.912510 = -243284.490450
  nChanged 133
		SP:Iteration 7Q (140224.310000 sec): 3 clusters
  Score: Raw -245985.969202 + Penalty 2598.912510 = -243387.056692
  nChanged 133
		SP:Iteration 8Q (140224.370000 sec): 3 clusters
  Score: Raw -246092.766167 + Penalty 2598.912510 = -243493.853657
  nChanged 118
		SP:Iteration 9Q (140224.420000 sec): 3 clusters
  Score: Raw -246180.335690 + Penalty 2598.912510 = -243581.423181
  nChanged 105
		SP:Iteration 10Q (140224.470000 sec): 3 clusters
  Score: Raw -246272.749884 + Penalty 2598.912510 = -243673.837375
  nChanged 100
		SP:Iteration 11Q (140224.530000 sec): 3 clusters
  Score: Raw -246351.221105 + Penalty 2598.912510 = -243752.308596
  nChanged 85
		SP:Iteration 12Q (140224.590000 sec): 3 clusters
  Score: Raw -246424.972429 + Penalty 2598.912510 = -243826.059919
  nChanged 75
		SP:Iteration 13Q (140224.640000 sec): 3 clusters
  Score: Raw -246480.413400 + Penalty 2598.912510 = -243881.500890
  nChanged 51
		SP:Iteration 14Q (140224.700000 sec): 3 clusters
  Score: Raw -246517.117990 + Penalty 2598.912510 = -243918.205480
  nChanged 41
		SP:Iteration 15Q (140224.750000 sec): 3 clusters
  Score: Raw -246540.304326 + Penalty 2598.912510 = -243941.391816
  nChanged 31
		SP:Iteration 16Q (140224.810000 sec): 3 clusters
  Score: Raw -246560.180994 + Penalty 2598.912510 = -243961.268484
  nChanged 23
		SP:Iteration 17Q (140224.870000 sec): 3 clusters
  Score: Raw -246574.534812 + Penalty 2598.912510 = -243975.622302
  nChanged 26
		SP:Iteration 18Q (140224.920000 sec): 3 clusters
  Score: Raw -246591.321445 + Penalty 2598.912510 = -243992.408935
  nChanged 22
		SP:Iteration 19Q (140224.970000 sec): 3 clusters
  Score: Raw -246605.638485 + Penalty 2598.912510 = -244006.725975
  nChanged 18
		SP:Iteration 20F (140225.030000 sec): 3 clusters
  Score: Raw -246614.802320 + Penalty 2598.912510 = -244015.889811
  nChanged 10
		SP:Iteration 21Q (140225.090000 sec): 3 clusters
  Score: Raw -246622.465965 + Penalty 2598.912510 = -244023.553456
  nChanged 11
		SP:Iteration 22Q (140225.140000 sec): 3 clusters
  Score: Raw -246630.619339 + Penalty 2598.912510 = -244031.706830
  nChanged 8
		SP:Iteration 23Q (140225.200000 sec): 3 clusters
  Score: Raw -246636.256515 + Penalty 2598.912510 = -244037.344005
  nChanged 7
		SP:Iteration 24Q (140225.250000 sec): 3 clusters
  Score: Raw -246640.617691 + Penalty 2598.912510 = -244041.705182
  nChanged 7
		SP:Iteration 25Q (140225.310000 sec): 3 clusters
  Score: Raw -246644.445044 + Penalty 2598.912510 = -244045.532534
  nChanged 4
		SP:Iteration 26Q (140225.360000 sec): 3 clusters
  Score: Raw -246646.809733 + Penalty 2598.912510 = -244047.897223
  nChanged 1
		SP:Iteration 27Q (140225.410000 sec): 3 clusters
  Score: Raw -246648.311152 + Penalty 2598.912510 = -244049.398643
  nChanged 1
		SP:Iteration 28Q (140225.470000 sec): 3 clusters
  Score: Raw -246648.514305 + Penalty 2598.912510 = -244049.601795
  nChanged 1
		SP:Iteration 29Q (140225.530000 sec): 3 clusters
  Score: Raw -246649.407813 + Penalty 2598.912510 = -244050.495304
  nChanged 1
		SP:Iteration 30Q (140225.580000 sec): 3 clusters
  Score: Raw -246649.979597 + Penalty 2598.912510 = -244051.067087
  nChanged 1
		SP:Iteration 31Q (140225.630000 sec): 3 clusters
  Score: Raw -246650.503107 + Penalty 2598.912510 = -244051.590598
  nChanged 0
		SP:Iteration 32F (140225.690000 sec): 3 clusters
  Score: Raw -246650.503107 + Penalty 2598.912510 = -244051.590598
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 42 (814 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (140225.730000 sec): 2 clusters
  Score: Raw -58239.573278 + Penalty 1089.068559 = -57150.504719
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (140225.750000 sec): 3 clusters
  Score: Raw -58037.761923 + Penalty 2178.137119 = -55859.624804
  nChanged 236
		SP:Iteration 1F (140225.770000 sec): 3 clusters
  Score: Raw -58356.357315 + Penalty 2178.137119 = -56178.220196
  nChanged 79
		SP:Iteration 2F (140225.790000 sec): 3 clusters
  Score: Raw -58514.460786 + Penalty 2178.137119 = -56336.323667
  nChanged 51
		SP:Iteration 3F (140225.800000 sec): 3 clusters
  Score: Raw -58653.267659 + Penalty 2178.137119 = -56475.130540
  nChanged 48
		SP:Iteration 4F (140225.820000 sec): 3 clusters
  Score: Raw -58746.894645 + Penalty 2178.137119 = -56568.757526
  nChanged 31
		SP:Iteration 5Q (140225.830000 sec): 3 clusters
  Score: Raw -58810.407500 + Penalty 2178.137119 = -56632.270381
  nChanged 20
		SP:Iteration 6Q (140225.850000 sec): 3 clusters
  Score: Raw -58846.311465 + Penalty 2178.137119 = -56668.174346
  nChanged 10
		SP:Iteration 7Q (140225.870000 sec): 3 clusters
  Score: Raw -58875.611415 + Penalty 2178.137119 = -56697.474296
  nChanged 14
		SP:Iteration 8Q (140225.880000 sec): 3 clusters
  Score: Raw -58901.990463 + Penalty 2178.137119 = -56723.853344
  nChanged 14
		SP:Iteration 9Q (140225.890000 sec): 3 clusters
  Score: Raw -58940.000717 + Penalty 2178.137119 = -56761.863598
  nChanged 15
		SP:Iteration 10Q (140225.910000 sec): 3 clusters
  Score: Raw -58977.231314 + Penalty 2178.137119 = -56799.094195
  nChanged 10
		SP:Iteration 11Q (140225.930000 sec): 3 clusters
  Score: Raw -59003.347114 + Penalty 2178.137119 = -56825.209995
  nChanged 8
		SP:Iteration 12Q (140225.940000 sec): 3 clusters
  Score: Raw -59022.157681 + Penalty 2178.137119 = -56844.020562
  nChanged 8
		SP:Iteration 13Q (140225.960000 sec): 3 clusters
  Score: Raw -59042.429174 + Penalty 2178.137119 = -56864.292055
  nChanged 6
		SP:Iteration 14Q (140225.970000 sec): 3 clusters
  Score: Raw -59054.706608 + Penalty 2178.137119 = -56876.569489
  nChanged 1
		SP:Iteration 15Q (140225.990000 sec): 3 clusters
  Score: Raw -59055.440965 + Penalty 2178.137119 = -56877.303846
  nChanged 0
		SP:Iteration 16F (140226.010000 sec): 3 clusters
  Score: Raw -59057.659247 + Penalty 2178.137119 = -56879.522128
  nChanged 1
		SP:Iteration 17Q (140226.020000 sec): 3 clusters
  Score: Raw -59059.720776 + Penalty 2178.137119 = -56881.583657
  nChanged 2
		SP:Iteration 18Q (140226.040000 sec): 3 clusters
  Score: Raw -59061.422667 + Penalty 2178.137119 = -56883.285548
  nChanged 0
		SP:Iteration 19F (140226.050000 sec): 3 clusters
  Score: Raw -59061.422667 + Penalty 2178.137119 = -56883.285548
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 43 (813 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (140226.090000 sec): 2 clusters
  Score: Raw -67698.515717 + Penalty 1088.868805 = -66609.646912
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (140226.110000 sec): 3 clusters
  Score: Raw -67523.858225 + Penalty 2177.737611 = -65346.120615
  nChanged 241
		SP:Iteration 1F (140226.130000 sec): 3 clusters
  Score: Raw -67818.044645 + Penalty 2177.737611 = -65640.307034
  nChanged 72
		SP:Iteration 2F (140226.140000 sec): 3 clusters
  Score: Raw -67899.743298 + Penalty 2177.737611 = -65722.005687
  nChanged 36
		SP:Iteration 3Q (140226.160000 sec): 3 clusters
  Score: Raw -67953.539610 + Penalty 2177.737611 = -65775.802000
  nChanged 25
		SP:Iteration 4Q (140226.170000 sec): 3 clusters
  Score: Raw -67992.182851 + Penalty 2177.737611 = -65814.445240
  nChanged 23
		SP:Iteration 5Q (140226.190000 sec): 3 clusters
  Score: Raw -68051.354504 + Penalty 2177.737611 = -65873.616893
  nChanged 24
		SP:Iteration 6Q (140226.210000 sec): 3 clusters
  Score: Raw -68094.273541 + Penalty 2177.737611 = -65916.535931
  nChanged 24
		SP:Iteration 7Q (140226.220000 sec): 3 clusters
  Score: Raw -68139.900228 + Penalty 2177.737611 = -65962.162617
  nChanged 22
		SP:Iteration 8Q (140226.240000 sec): 3 clusters
  Score: Raw -68201.515656 + Penalty 2177.737611 = -66023.778045
  nChanged 20
		SP:Iteration 9Q (140226.250000 sec): 3 clusters
  Score: Raw -68235.934647 + Penalty 2177.737611 = -66058.197037
  nChanged 16
		SP:Iteration 10Q (140226.270000 sec): 3 clusters
  Score: Raw -68257.354662 + Penalty 2177.737611 = -66079.617052
  nChanged 12
		SP:Iteration 11Q (140226.280000 sec): 3 clusters
  Score: Raw -68276.535183 + Penalty 2177.737611 = -66098.797573
  nChanged 13
		SP:Iteration 12Q (140226.300000 sec): 3 clusters
  Score: Raw -68304.006474 + Penalty 2177.737611 = -66126.268863
  nChanged 11
		SP:Iteration 13Q (140226.310000 sec): 3 clusters
  Score: Raw -68318.042582 + Penalty 2177.737611 = -66140.304972
  nChanged 9
		SP:Iteration 14Q (140226.330000 sec): 3 clusters
  Score: Raw -68327.490519 + Penalty 2177.737611 = -66149.752908
  nChanged 5
		SP:Iteration 15Q (140226.350000 sec): 3 clusters
  Score: Raw -68331.376397 + Penalty 2177.737611 = -66153.638786
  nChanged 2
		SP:Iteration 16Q (140226.360000 sec): 3 clusters
  Score: Raw -68333.580128 + Penalty 2177.737611 = -66155.842517
  nChanged 1
		SP:Iteration 17Q (140226.380000 sec): 3 clusters
  Score: Raw -68335.121244 + Penalty 2177.737611 = -66157.383634
  nChanged 1
		SP:Iteration 18Q (140226.390000 sec): 3 clusters
  Score: Raw -68335.566033 + Penalty 2177.737611 = -66157.828422
  nChanged 1
		SP:Iteration 19Q (140226.410000 sec): 3 clusters
  Score: Raw -68335.971639 + Penalty 2177.737611 = -66158.234029
  nChanged 0
		SP:Iteration 20F (140226.420000 sec): 3 clusters
  Score: Raw -68335.971639 + Penalty 2177.737611 = -66158.234029
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 44 (1682 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (140226.490000 sec): 2 clusters
  Score: Raw -149860.023378 + Penalty 1207.007562 = -148653.015816
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (140226.520000 sec): 3 clusters
  Score: Raw -149153.062687 + Penalty 2414.015123 = -146739.047564
  nChanged 593
		SP:Iteration 1F (140226.550000 sec): 3 clusters
  Score: Raw -149566.469855 + Penalty 2414.015123 = -147152.454732
  nChanged 146
		SP:Iteration 2F (140226.590000 sec): 3 clusters
  Score: Raw -149667.560039 + Penalty 2414.015123 = -147253.544916
  nChanged 79
		SP:Iteration 3Q (140226.620000 sec): 3 clusters
  Score: Raw -149736.233727 + Penalty 2414.015123 = -147322.218604
  nChanged 80
		SP:Iteration 4Q (140226.660000 sec): 3 clusters
  Score: Raw -149816.177580 + Penalty 2414.015123 = -147402.162457
  nChanged 91
		SP:Iteration 5F (140226.690000 sec): 3 clusters
  Score: Raw -149935.671460 + Penalty 2414.015123 = -147521.656337
  nChanged 98
		SP:Iteration 6F (140226.730000 sec): 3 clusters
  Score: Raw -150071.413380 + Penalty 2414.015123 = -147657.398257
  nChanged 96
		SP:Iteration 7F (140226.760000 sec): 3 clusters
  Score: Raw -150193.482521 + Penalty 2414.015123 = -147779.467397
  nChanged 67
		SP:Iteration 8Q (140226.790000 sec): 3 clusters
  Score: Raw -150253.935501 + Penalty 2414.015123 = -147839.920378
  nChanged 47
		SP:Iteration 9Q (140226.830000 sec): 3 clusters
  Score: Raw -150314.874962 + Penalty 2414.015123 = -147900.859838
  nChanged 44
		SP:Iteration 10Q (140226.860000 sec): 3 clusters
  Score: Raw -150364.263213 + Penalty 2414.015123 = -147950.248090
  nChanged 27
		SP:Iteration 11Q (140226.900000 sec): 3 clusters
  Score: Raw -150391.159692 + Penalty 2414.015123 = -147977.144569
  nChanged 24
		SP:Iteration 12Q (140226.930000 sec): 3 clusters
  Score: Raw -150411.886795 + Penalty 2414.015123 = -147997.871671
  nChanged 15
		SP:Iteration 13Q (140226.970000 sec): 3 clusters
  Score: Raw -150426.082358 + Penalty 2414.015123 = -148012.067235
  nChanged 18
		SP:Iteration 14Q (140227.000000 sec): 3 clusters
  Score: Raw -150440.966195 + Penalty 2414.015123 = -148026.951072
  nChanged 12
		SP:Iteration 15Q (140227.030000 sec): 3 clusters
  Score: Raw -150455.509890 + Penalty 2414.015123 = -148041.494767
  nChanged 19
		SP:Iteration 16Q (140227.070000 sec): 3 clusters
  Score: Raw -150471.056131 + Penalty 2414.015123 = -148057.041008
  nChanged 9
		SP:Iteration 17Q (140227.100000 sec): 3 clusters
  Score: Raw -150479.250547 + Penalty 2414.015123 = -148065.235424
  nChanged 8
		SP:Iteration 18Q (140227.130000 sec): 3 clusters
  Score: Raw -150484.704807 + Penalty 2414.015123 = -148070.689683
  nChanged 5
		SP:Iteration 19Q (140227.170000 sec): 3 clusters
  Score: Raw -150488.901058 + Penalty 2414.015123 = -148074.885935
  nChanged 3
		SP:Iteration 20F (140227.200000 sec): 3 clusters
  Score: Raw -150491.330956 + Penalty 2414.015123 = -148077.315833
  nChanged 2
		SP:Iteration 21Q (140227.240000 sec): 3 clusters
  Score: Raw -150494.791077 + Penalty 2414.015123 = -148080.775954
  nChanged 11
		SP:Iteration 22Q (140227.270000 sec): 3 clusters
  Score: Raw -150502.593986 + Penalty 2414.015123 = -148088.578863
  nChanged 3
		SP:Iteration 23Q (140227.310000 sec): 3 clusters
  Score: Raw -150504.474050 + Penalty 2414.015123 = -148090.458927
  nChanged 2
		SP:Iteration 24Q (140227.340000 sec): 3 clusters
  Score: Raw -150505.865582 + Penalty 2414.015123 = -148091.850459
  nChanged 1
		SP:Iteration 25Q (140227.370000 sec): 3 clusters
  Score: Raw -150506.867846 + Penalty 2414.015123 = -148092.852722
  nChanged 3
		SP:Iteration 26Q (140227.410000 sec): 3 clusters
  Score: Raw -150509.808578 + Penalty 2414.015123 = -148095.793454
  nChanged 5
		SP:Iteration 27Q (140227.440000 sec): 3 clusters
  Score: Raw -150514.686735 + Penalty 2414.015123 = -148100.671612
  nChanged 2
		SP:Iteration 28Q (140227.470000 sec): 3 clusters
  Score: Raw -150515.734212 + Penalty 2414.015123 = -148101.719089
  nChanged 2
		SP:Iteration 29Q (140227.510000 sec): 3 clusters
  Score: Raw -150516.616625 + Penalty 2414.015123 = -148102.601502
  nChanged 2
		SP:Iteration 30Q (140227.540000 sec): 3 clusters
  Score: Raw -150517.703180 + Penalty 2414.015123 = -148103.688057
  nChanged 1
		SP:Iteration 31Q (140227.580000 sec): 3 clusters
  Score: Raw -150518.815778 + Penalty 2414.015123 = -148104.800655
  nChanged 1
		SP:Iteration 32Q (140227.610000 sec): 3 clusters
  Score: Raw -150519.129841 + Penalty 2414.015123 = -148105.114718
  nChanged 0
		SP:Iteration 33F (140227.650000 sec): 3 clusters
  Score: Raw -150519.129841 + Penalty 2414.015123 = -148105.114718
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 45 (2111 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (140227.710000 sec): 2 clusters
  Score: Raw -164252.683419 + Penalty 1243.924020 = -163008.759399
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (140227.750000 sec): 3 clusters
  Score: Raw -163379.467178 + Penalty 2487.848041 = -160891.619138
  nChanged 773
		SP:Iteration 1F (140227.800000 sec): 3 clusters
  Score: Raw -164053.447252 + Penalty 2487.848041 = -161565.599212
  nChanged 199
		SP:Iteration 2F (140227.840000 sec): 3 clusters
  Score: Raw -164299.393429 + Penalty 2487.848041 = -161811.545388
  nChanged 141
		SP:Iteration 3F (140227.880000 sec): 3 clusters
  Score: Raw -164448.333999 + Penalty 2487.848041 = -161960.485959
  nChanged 113
		SP:Iteration 4F (140227.920000 sec): 3 clusters
  Score: Raw -164559.775200 + Penalty 2487.848041 = -162071.927159
  nChanged 81
		SP:Iteration 5Q (140227.960000 sec): 3 clusters
  Score: Raw -164628.517606 + Penalty 2487.848041 = -162140.669565
  nChanged 58
		SP:Iteration 6Q (140228.000000 sec): 3 clusters
  Score: Raw -164657.806472 + Penalty 2487.848041 = -162169.958431
  nChanged 23
		SP:Iteration 7Q (140228.050000 sec): 3 clusters
  Score: Raw -164670.907818 + Penalty 2487.848041 = -162183.059778
  nChanged 17
		SP:Iteration 8Q (140228.090000 sec): 3 clusters
  Score: Raw -164680.903877 + Penalty 2487.848041 = -162193.055836
  nChanged 10
		SP:Iteration 9Q (140228.130000 sec): 3 clusters
  Score: Raw -164685.369534 + Penalty 2487.848041 = -162197.521493
  nChanged 12
		SP:Iteration 10Q (140228.170000 sec): 3 clusters
  Score: Raw -164690.434204 + Penalty 2487.848041 = -162202.586163
  nChanged 15
		SP:Iteration 11Q (140228.210000 sec): 3 clusters
  Score: Raw -164698.199123 + Penalty 2487.848041 = -162210.351082
  nChanged 13
		SP:Iteration 12Q (140228.250000 sec): 3 clusters
  Score: Raw -164704.348422 + Penalty 2487.848041 = -162216.500381
  nChanged 11
		SP:Iteration 13Q (140228.290000 sec): 3 clusters
  Score: Raw -164709.007939 + Penalty 2487.848041 = -162221.159898
  nChanged 13
		SP:Iteration 14Q (140228.330000 sec): 3 clusters
  Score: Raw -164714.436323 + Penalty 2487.848041 = -162226.588282
  nChanged 11
		SP:Iteration 15Q (140228.370000 sec): 3 clusters
  Score: Raw -164717.800933 + Penalty 2487.848041 = -162229.952893
  nChanged 8
		SP:Iteration 16Q (140228.410000 sec): 3 clusters
  Score: Raw -164721.425220 + Penalty 2487.848041 = -162233.577180
  nChanged 8
		SP:Iteration 17Q (140228.450000 sec): 3 clusters
  Score: Raw -164724.674389 + Penalty 2487.848041 = -162236.826349
  nChanged 8
		SP:Iteration 18Q (140228.500000 sec): 3 clusters
  Score: Raw -164731.503665 + Penalty 2487.848041 = -162243.655625
  nChanged 9
		SP:Iteration 19Q (140228.540000 sec): 3 clusters
  Score: Raw -164734.837582 + Penalty 2487.848041 = -162246.989542
  nChanged 9
		SP:Iteration 20F (140228.580000 sec): 3 clusters
  Score: Raw -164738.247682 + Penalty 2487.848041 = -162250.399641
  nChanged 7
		SP:Iteration 21Q (140228.620000 sec): 3 clusters
  Score: Raw -164740.330455 + Penalty 2487.848041 = -162252.482414
  nChanged 8
		SP:Iteration 22Q (140228.660000 sec): 3 clusters
  Score: Raw -164744.299434 + Penalty 2487.848041 = -162256.451394
  nChanged 8
		SP:Iteration 23Q (140228.700000 sec): 3 clusters
  Score: Raw -164753.726432 + Penalty 2487.848041 = -162265.878391
  nChanged 15
		SP:Iteration 24Q (140228.740000 sec): 3 clusters
  Score: Raw -164765.158623 + Penalty 2487.848041 = -162277.310582
  nChanged 10
		SP:Iteration 25Q (140228.790000 sec): 3 clusters
  Score: Raw -164770.024357 + Penalty 2487.848041 = -162282.176316
  nChanged 9
		SP:Iteration 26Q (140228.830000 sec): 3 clusters
  Score: Raw -164773.957311 + Penalty 2487.848041 = -162286.109270
  nChanged 8
		SP:Iteration 27Q (140228.870000 sec): 3 clusters
  Score: Raw -164776.638824 + Penalty 2487.848041 = -162288.790783
  nChanged 6
		SP:Iteration 28Q (140228.910000 sec): 3 clusters
  Score: Raw -164777.985615 + Penalty 2487.848041 = -162290.137575
  nChanged 5
		SP:Iteration 29Q (140228.950000 sec): 3 clusters
  Score: Raw -164780.115412 + Penalty 2487.848041 = -162292.267372
  nChanged 6
		SP:Iteration 30Q (140228.990000 sec): 3 clusters
  Score: Raw -164782.703156 + Penalty 2487.848041 = -162294.855115
  nChanged 6
		SP:Iteration 31Q (140229.030000 sec): 3 clusters
  Score: Raw -164785.221843 + Penalty 2487.848041 = -162297.373803
  nChanged 5
		SP:Iteration 32Q (140229.070000 sec): 3 clusters
  Score: Raw -164788.982032 + Penalty 2487.848041 = -162301.133992
  nChanged 7
		SP:Iteration 33Q (140229.110000 sec): 3 clusters
  Score: Raw -164794.135639 + Penalty 2487.848041 = -162306.287598
  nChanged 6
		SP:Iteration 34Q (140229.150000 sec): 3 clusters
  Score: Raw -164799.609154 + Penalty 2487.848041 = -162311.761114
  nChanged 6
		SP:Iteration 35Q (140229.190000 sec): 3 clusters
  Score: Raw -164802.290576 + Penalty 2487.848041 = -162314.442536
  nChanged 5
		SP:Iteration 36Q (140229.240000 sec): 3 clusters
  Score: Raw -164806.097056 + Penalty 2487.848041 = -162318.249015
  nChanged 8
		SP:Iteration 37Q (140229.280000 sec): 3 clusters
  Score: Raw -164810.421309 + Penalty 2487.848041 = -162322.573268
  nChanged 7
		SP:Iteration 38Q (140229.320000 sec): 3 clusters
  Score: Raw -164813.307280 + Penalty 2487.848041 = -162325.459240
  nChanged 5
		SP:Iteration 39Q (140229.360000 sec): 3 clusters
  Score: Raw -164815.158653 + Penalty 2487.848041 = -162327.310612
  nChanged 5
		SP:Iteration 40F (140229.400000 sec): 3 clusters
  Score: Raw -164817.709511 + Penalty 2487.848041 = -162329.861471
  nChanged 2
		SP:Iteration 41Q (140229.440000 sec): 3 clusters
  Score: Raw -164819.513632 + Penalty 2487.848041 = -162331.665591
  nChanged 2
		SP:Iteration 42Q (140229.480000 sec): 3 clusters
  Score: Raw -164821.380572 + Penalty 2487.848041 = -162333.532531
  nChanged 2
		SP:Iteration 43Q (140229.520000 sec): 3 clusters
  Score: Raw -164823.943827 + Penalty 2487.848041 = -162336.095786
  nChanged 2
		SP:Iteration 44Q (140229.570000 sec): 3 clusters
  Score: Raw -164825.193291 + Penalty 2487.848041 = -162337.345250
  nChanged 2
		SP:Iteration 45Q (140229.610000 sec): 3 clusters
  Score: Raw -164827.107671 + Penalty 2487.848041 = -162339.259630
  nChanged 0
		SP:Iteration 46F (140229.650000 sec): 3 clusters
  Score: Raw -164827.107671 + Penalty 2487.848041 = -162339.259630
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 46 (1390 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (140229.700000 sec): 2 clusters
  Score: Raw -116146.410966 + Penalty 1176.022092 = -114970.388874
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (140229.730000 sec): 3 clusters
  Score: Raw -115633.552893 + Penalty 2352.044183 = -113281.508710
  nChanged 447
		SP:Iteration 1F (140229.750000 sec): 3 clusters
  Score: Raw -115965.708500 + Penalty 2352.044183 = -113613.664316
  nChanged 97
		SP:Iteration 2F (140229.780000 sec): 3 clusters
  Score: Raw -116039.790246 + Penalty 2352.044183 = -113687.746062
  nChanged 53
		SP:Iteration 3Q (140229.810000 sec): 3 clusters
  Score: Raw -116107.611765 + Penalty 2352.044183 = -113755.567581
  nChanged 61
		SP:Iteration 4Q (140229.840000 sec): 3 clusters
  Score: Raw -116175.013474 + Penalty 2352.044183 = -113822.969290
  nChanged 66
		SP:Iteration 5Q (140229.860000 sec): 3 clusters
  Score: Raw -116233.771494 + Penalty 2352.044183 = -113881.727310
  nChanged 47
		SP:Iteration 6Q (140229.890000 sec): 3 clusters
  Score: Raw -116276.914769 + Penalty 2352.044183 = -113924.870585
  nChanged 35
		SP:Iteration 7Q (140229.920000 sec): 3 clusters
  Score: Raw -116309.070878 + Penalty 2352.044183 = -113957.026695
  nChanged 26
		SP:Iteration 8Q (140229.950000 sec): 3 clusters
  Score: Raw -116325.026811 + Penalty 2352.044183 = -113972.982627
  nChanged 21
		SP:Iteration 9Q (140229.970000 sec): 3 clusters
  Score: Raw -116345.155887 + Penalty 2352.044183 = -113993.111704
  nChanged 14
		SP:Iteration 10Q (140230.000000 sec): 3 clusters
  Score: Raw -116354.990424 + Penalty 2352.044183 = -114002.946240
  nChanged 8
		SP:Iteration 11Q (140230.030000 sec): 3 clusters
  Score: Raw -116361.325938 + Penalty 2352.044183 = -114009.281755
  nChanged 6
		SP:Iteration 12Q (140230.050000 sec): 3 clusters
  Score: Raw -116365.312445 + Penalty 2352.044183 = -114013.268261
  nChanged 5
		SP:Iteration 13Q (140230.080000 sec): 3 clusters
  Score: Raw -116368.419685 + Penalty 2352.044183 = -114016.375501
  nChanged 3
		SP:Iteration 14Q (140230.110000 sec): 3 clusters
  Score: Raw -116369.420534 + Penalty 2352.044183 = -114017.376350
  nChanged 0
		SP:Iteration 15F (140230.130000 sec): 3 clusters
  Score: Raw -116369.420534 + Penalty 2352.044183 = -114017.376350
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 47 (3456 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (140230.200000 sec): 2 clusters
  Score: Raw -292950.511425 + Penalty 1324.028409 = -291626.483017
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (140230.270000 sec): 3 clusters
  Score: Raw -291303.715210 + Penalty 2648.056817 = -288655.658393
  nChanged 1279
		SP:Iteration 1F (140230.330000 sec): 3 clusters
  Score: Raw -292148.155252 + Penalty 2648.056817 = -289500.098435
  nChanged 295
		SP:Iteration 2F (140230.400000 sec): 3 clusters
  Score: Raw -292361.990684 + Penalty 2648.056817 = -289713.933867
  nChanged 203
		SP:Iteration 3F (140230.460000 sec): 3 clusters
  Score: Raw -292507.444243 + Penalty 2648.056817 = -289859.387426
  nChanged 153
		SP:Iteration 4Q (140230.530000 sec): 3 clusters
  Score: Raw -292610.229060 + Penalty 2648.056817 = -289962.172243
  nChanged 142
		SP:Iteration 5Q (140230.590000 sec): 3 clusters
  Score: Raw -292694.977304 + Penalty 2648.056817 = -290046.920487
  nChanged 121
		SP:Iteration 6Q (140230.660000 sec): 3 clusters
  Score: Raw -292765.472928 + Penalty 2648.056817 = -290117.416110
  nChanged 93
		SP:Iteration 7Q (140230.720000 sec): 3 clusters
  Score: Raw -292815.810315 + Penalty 2648.056817 = -290167.753498
  nChanged 78
		SP:Iteration 8Q (140230.790000 sec): 3 clusters
  Score: Raw -292847.273937 + Penalty 2648.056817 = -290199.217120
  nChanged 59
		SP:Iteration 9Q (140230.860000 sec): 3 clusters
  Score: Raw -292869.963349 + Penalty 2648.056817 = -290221.906532
  nChanged 55
		SP:Iteration 10Q (140230.930000 sec): 3 clusters
  Score: Raw -292893.035915 + Penalty 2648.056817 = -290244.979097
  nChanged 47
		SP:Iteration 11Q (140230.990000 sec): 3 clusters
  Score: Raw -292915.613037 + Penalty 2648.056817 = -290267.556219
  nChanged 52
		SP:Iteration 12Q (140231.050000 sec): 3 clusters
  Score: Raw -292938.136722 + Penalty 2648.056817 = -290290.079905
  nChanged 47
		SP:Iteration 13Q (140231.120000 sec): 3 clusters
  Score: Raw -292962.200220 + Penalty 2648.056817 = -290314.143403
  nChanged 56
		SP:Iteration 14Q (140231.190000 sec): 3 clusters
  Score: Raw -292988.455068 + Penalty 2648.056817 = -290340.398251
  nChanged 49
		SP:Iteration 15Q (140231.250000 sec): 3 clusters
  Score: Raw -293012.224933 + Penalty 2648.056817 = -290364.168116
  nChanged 41
		SP:Iteration 16Q (140231.310000 sec): 3 clusters
  Score: Raw -293026.618948 + Penalty 2648.056817 = -290378.562130
  nChanged 29
		SP:Iteration 17Q (140231.380000 sec): 3 clusters
  Score: Raw -293035.673226 + Penalty 2648.056817 = -290387.616409
  nChanged 18
		SP:Iteration 18Q (140231.450000 sec): 3 clusters
  Score: Raw -293041.154325 + Penalty 2648.056817 = -290393.097507
  nChanged 14
		SP:Iteration 19Q (140231.510000 sec): 3 clusters
  Score: Raw -293044.525573 + Penalty 2648.056817 = -290396.468755
  nChanged 14
		SP:Iteration 20F (140231.570000 sec): 3 clusters
  Score: Raw -293048.018949 + Penalty 2648.056817 = -290399.962131
  nChanged 15
		SP:Iteration 21Q (140231.640000 sec): 3 clusters
  Score: Raw -293051.643600 + Penalty 2648.056817 = -290403.586782
  nChanged 6
		SP:Iteration 22Q (140231.710000 sec): 3 clusters
  Score: Raw -293053.583706 + Penalty 2648.056817 = -290405.526889
  nChanged 4
		SP:Iteration 23Q (140231.770000 sec): 3 clusters
  Score: Raw -293054.900732 + Penalty 2648.056817 = -290406.843915
  nChanged 5
		SP:Iteration 24Q (140231.840000 sec): 3 clusters
  Score: Raw -293057.121676 + Penalty 2648.056817 = -290409.064859
  nChanged 8
		SP:Iteration 25Q (140231.900000 sec): 3 clusters
  Score: Raw -293059.969389 + Penalty 2648.056817 = -290411.912571
  nChanged 11
		SP:Iteration 26Q (140231.970000 sec): 3 clusters
  Score: Raw -293064.323830 + Penalty 2648.056817 = -290416.267013
  nChanged 21
		SP:Iteration 27Q (140232.030000 sec): 3 clusters
  Score: Raw -293073.223865 + Penalty 2648.056817 = -290425.167047
  nChanged 24
		SP:Iteration 28Q (140232.100000 sec): 3 clusters
  Score: Raw -293081.998098 + Penalty 2648.056817 = -290433.941280
  nChanged 29
		SP:Iteration 29Q (140232.160000 sec): 3 clusters
  Score: Raw -293093.744219 + Penalty 2648.056817 = -290445.687402
  nChanged 22
		SP:Iteration 30Q (140232.230000 sec): 3 clusters
  Score: Raw -293099.566832 + Penalty 2648.056817 = -290451.510015
  nChanged 11
		SP:Iteration 31Q (140232.290000 sec): 3 clusters
  Score: Raw -293102.221555 + Penalty 2648.056817 = -290454.164738
  nChanged 10
		SP:Iteration 32Q (140232.360000 sec): 3 clusters
  Score: Raw -293104.245470 + Penalty 2648.056817 = -290456.188652
  nChanged 9
		SP:Iteration 33Q (140232.430000 sec): 3 clusters
  Score: Raw -293106.998971 + Penalty 2648.056817 = -290458.942154
  nChanged 11
		SP:Iteration 34Q (140232.490000 sec): 3 clusters
  Score: Raw -293110.461543 + Penalty 2648.056817 = -290462.404725
  nChanged 9
		SP:Iteration 35Q (140232.550000 sec): 3 clusters
  Score: Raw -293114.907572 + Penalty 2648.056817 = -290466.850755
  nChanged 19
		SP:Iteration 36Q (140232.620000 sec): 3 clusters
  Score: Raw -293121.492519 + Penalty 2648.056817 = -290473.435701
  nChanged 14
		SP:Iteration 37Q (140232.690000 sec): 3 clusters
  Score: Raw -293125.798996 + Penalty 2648.056817 = -290477.742179
  nChanged 11
		SP:Iteration 38Q (140232.750000 sec): 3 clusters
  Score: Raw -293129.970885 + Penalty 2648.056817 = -290481.914068
  nChanged 11
		SP:Iteration 39Q (140232.820000 sec): 3 clusters
  Score: Raw -293133.506748 + Penalty 2648.056817 = -290485.449931
  nChanged 12
		SP:Iteration 40F (140232.880000 sec): 3 clusters
  Score: Raw -293137.653261 + Penalty 2648.056817 = -290489.596444
  nChanged 13
		SP:Iteration 41Q (140232.950000 sec): 3 clusters
  Score: Raw -293141.827091 + Penalty 2648.056817 = -290493.770274
  nChanged 18
		SP:Iteration 42Q (140233.010000 sec): 3 clusters
  Score: Raw -293146.868343 + Penalty 2648.056817 = -290498.811526
  nChanged 16
		SP:Iteration 43Q (140233.080000 sec): 3 clusters
  Score: Raw -293152.062563 + Penalty 2648.056817 = -290504.005746
  nChanged 14
		SP:Iteration 44Q (140233.140000 sec): 3 clusters
  Score: Raw -293157.208557 + Penalty 2648.056817 = -290509.151740
  nChanged 14
		SP:Iteration 45Q (140233.210000 sec): 3 clusters
  Score: Raw -293161.554397 + Penalty 2648.056817 = -290513.497580
  nChanged 16
		SP:Iteration 46Q (140233.270000 sec): 3 clusters
  Score: Raw -293167.226435 + Penalty 2648.056817 = -290519.169618
  nChanged 14
		SP:Iteration 47Q (140233.340000 sec): 3 clusters
  Score: Raw -293172.336277 + Penalty 2648.056817 = -290524.279460
  nChanged 13
		SP:Iteration 48Q (140233.400000 sec): 3 clusters
  Score: Raw -293177.771410 + Penalty 2648.056817 = -290529.714593
  nChanged 15
		SP:Iteration 49Q (140233.470000 sec): 3 clusters
  Score: Raw -293184.240639 + Penalty 2648.056817 = -290536.183822
  nChanged 20
		SP:Iteration 50Q (140233.530000 sec): 3 clusters
  Score: Raw -293193.950229 + Penalty 2648.056817 = -290545.893411
  nChanged 27
		SP:Iteration 51Q (140233.590000 sec): 3 clusters
  Score: Raw -293205.182701 + Penalty 2648.056817 = -290557.125884
  nChanged 23
		SP:Iteration 52Q (140233.660000 sec): 3 clusters
  Score: Raw -293213.226215 + Penalty 2648.056817 = -290565.169398
  nChanged 17
		SP:Iteration 53Q (140233.720000 sec): 3 clusters
  Score: Raw -293219.353886 + Penalty 2648.056817 = -290571.297069
  nChanged 20
		SP:Iteration 54Q (140233.790000 sec): 3 clusters
  Score: Raw -293226.237333 + Penalty 2648.056817 = -290578.180516
  nChanged 17
		SP:Iteration 55Q (140233.850000 sec): 3 clusters
  Score: Raw -293231.224655 + Penalty 2648.056817 = -290583.167838
  nChanged 13
		SP:Iteration 56Q (140233.910000 sec): 3 clusters
  Score: Raw -293235.088952 + Penalty 2648.056817 = -290587.032135
  nChanged 10
		SP:Iteration 57Q (140233.980000 sec): 3 clusters
  Score: Raw -293237.815579 + Penalty 2648.056817 = -290589.758762
  nChanged 5
		SP:Iteration 58Q (140234.040000 sec): 3 clusters
  Score: Raw -293239.164706 + Penalty 2648.056817 = -290591.107889
  nChanged 3
		SP:Iteration 59Q (140234.110000 sec): 3 clusters
  Score: Raw -293240.326639 + Penalty 2648.056817 = -290592.269822
  nChanged 4
		SP:Iteration 60F (140234.170000 sec): 3 clusters
  Score: Raw -293241.843051 + Penalty 2648.056817 = -290593.786233
  nChanged 4
		SP:Iteration 61Q (140234.230000 sec): 3 clusters
  Score: Raw -293243.294546 + Penalty 2648.056817 = -290595.237729
  nChanged 7
		SP:Iteration 62Q (140234.300000 sec): 3 clusters
  Score: Raw -293246.409203 + Penalty 2648.056817 = -290598.352386
  nChanged 6
		SP:Iteration 63Q (140234.360000 sec): 3 clusters
  Score: Raw -293248.079430 + Penalty 2648.056817 = -290600.022613
  nChanged 6
		SP:Iteration 64Q (140234.430000 sec): 3 clusters
  Score: Raw -293250.205532 + Penalty 2648.056817 = -290602.148715
  nChanged 4
		SP:Iteration 65Q (140234.490000 sec): 3 clusters
  Score: Raw -293251.814480 + Penalty 2648.056817 = -290603.757663
  nChanged 5
		SP:Iteration 66Q (140234.550000 sec): 3 clusters
  Score: Raw -293254.230715 + Penalty 2648.056817 = -290606.173897
  nChanged 13
		SP:Iteration 67Q (140234.620000 sec): 3 clusters
  Score: Raw -293259.747636 + Penalty 2648.056817 = -290611.690819
  nChanged 9
		SP:Iteration 68Q (140234.680000 sec): 3 clusters
  Score: Raw -293263.299186 + Penalty 2648.056817 = -290615.242368
  nChanged 10
		SP:Iteration 69Q (140234.750000 sec): 3 clusters
  Score: Raw -293266.337030 + Penalty 2648.056817 = -290618.280213
  nChanged 5
		SP:Iteration 70Q (140234.810000 sec): 3 clusters
  Score: Raw -293268.039547 + Penalty 2648.056817 = -290619.982730
  nChanged 7
		SP:Iteration 71Q (140234.870000 sec): 3 clusters
  Score: Raw -293271.061889 + Penalty 2648.056817 = -290623.005072
  nChanged 6
		SP:Iteration 72Q (140234.940000 sec): 3 clusters
  Score: Raw -293273.402266 + Penalty 2648.056817 = -290625.345449
  nChanged 5
		SP:Iteration 73Q (140235.000000 sec): 3 clusters
  Score: Raw -293274.814457 + Penalty 2648.056817 = -290626.757639
  nChanged 0
		SP:Iteration 74F (140235.070000 sec): 3 clusters
  Score: Raw -293274.814457 + Penalty 2648.056817 = -290626.757639
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 48 (38098 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (140235.400000 sec): 2 clusters
  Score: Raw -3445813.496850 + Penalty 1714.036523 = -3444099.460327
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (140235.830000 sec): 3 clusters
  Score: Raw -3422009.214847 + Penalty 3428.073047 = -3418581.141801
  nChanged 17794
		SP:Iteration 1F (140236.240000 sec): 3 clusters
  Score: Raw -3431873.670782 + Penalty 3428.073047 = -3428445.597735
  nChanged 1691
		SP:Iteration 2Q (140236.680000 sec): 3 clusters
  Score: Raw -3432396.356122 + Penalty 3428.073047 = -3428968.283075
  nChanged 1634
		SP:Iteration 3Q (140237.110000 sec): 3 clusters
  Score: Raw -3432924.563907 + Penalty 3428.073047 = -3429496.490860
  nChanged 1614
		SP:Iteration 4Q (140237.540000 sec): 3 clusters
  Score: Raw -3433480.263487 + Penalty 3428.073047 = -3430052.190441
  nChanged 1652
		SP:Iteration 5Q (140237.980000 sec): 3 clusters
  Score: Raw -3434129.619188 + Penalty 3428.073047 = -3430701.546142
  nChanged 1895
		SP:Iteration 6Q (140238.390000 sec): 3 clusters
  Score: Raw -3434999.348689 + Penalty 3428.073047 = -3431571.275642
  nChanged 2024
		SP:Iteration 7F (140238.800000 sec): 3 clusters
  Score: Raw -3435976.237001 + Penalty 3428.073047 = -3432548.163954
  nChanged 2107
		SP:Iteration 8F (140239.210000 sec): 3 clusters
  Score: Raw -3437078.520564 + Penalty 3428.073047 = -3433650.447518
  nChanged 2073
		SP:Iteration 9F (140239.630000 sec): 3 clusters
  Score: Raw -3438112.623714 + Penalty 3428.073047 = -3434684.550668
  nChanged 1858
		SP:Iteration 10Q (140240.060000 sec): 3 clusters
  Score: Raw -3438936.911741 + Penalty 3428.073047 = -3435508.838694
  nChanged 1562
		SP:Iteration 11Q (140240.490000 sec): 3 clusters
  Score: Raw -3439603.725819 + Penalty 3428.073047 = -3436175.652772
  nChanged 1376
		SP:Iteration 12Q (140240.930000 sec): 3 clusters
  Score: Raw -3440225.067410 + Penalty 3428.073047 = -3436796.994363
  nChanged 1252
		SP:Iteration 13Q (140241.360000 sec): 3 clusters
  Score: Raw -3440864.515133 + Penalty 3428.073047 = -3437436.442086
  nChanged 1145
		SP:Iteration 14Q (140241.790000 sec): 3 clusters
  Score: Raw -3441509.624727 + Penalty 3428.073047 = -3438081.551681
  nChanged 1015
		SP:Iteration 15Q (140242.220000 sec): 3 clusters
  Score: Raw -3442144.873716 + Penalty 3428.073047 = -3438716.800669
  nChanged 933
		SP:Iteration 16Q (140242.650000 sec): 3 clusters
  Score: Raw -3442773.939867 + Penalty 3428.073047 = -3439345.866820
  nChanged 833
		SP:Iteration 17Q (140243.060000 sec): 3 clusters
  Score: Raw -3443329.159122 + Penalty 3428.073047 = -3439901.086075
  nChanged 771
		SP:Iteration 18Q (140243.470000 sec): 3 clusters
  Score: Raw -3443837.351468 + Penalty 3428.073047 = -3440409.278421
  nChanged 650
		SP:Iteration 19Q (140243.900000 sec): 3 clusters
  Score: Raw -3444250.841533 + Penalty 3428.073047 = -3440822.768487
  nChanged 548
		SP:Iteration 20F (140244.330000 sec): 3 clusters
  Score: Raw -3444600.805569 + Penalty 3428.073047 = -3441172.732522
  nChanged 488
		SP:Iteration 21Q (140244.750000 sec): 3 clusters
  Score: Raw -3444909.881099 + Penalty 3428.073047 = -3441481.808053
  nChanged 445
		SP:Iteration 22Q (140245.170000 sec): 3 clusters
  Score: Raw -3445172.449078 + Penalty 3428.073047 = -3441744.376031
  nChanged 381
		SP:Iteration 23Q (140245.590000 sec): 3 clusters
  Score: Raw -3445406.203309 + Penalty 3428.073047 = -3441978.130263
  nChanged 367
		SP:Iteration 24Q (140246.000000 sec): 3 clusters
  Score: Raw -3445625.710907 + Penalty 3428.073047 = -3442197.637860
  nChanged 333
		SP:Iteration 25Q (140246.360000 sec): 3 clusters
  Score: Raw -3445815.215653 + Penalty 3428.073047 = -3442387.142606
  nChanged 279
		SP:Iteration 26Q (140246.740000 sec): 3 clusters
  Score: Raw -3445935.115590 + Penalty 3428.073047 = -3442507.042543
  nChanged 216
		SP:Iteration 27Q (140247.150000 sec): 3 clusters
  Score: Raw -3446017.740708 + Penalty 3428.073047 = -3442589.667661
  nChanged 199
		SP:Iteration 28Q (140247.510000 sec): 3 clusters
  Score: Raw -3446081.125911 + Penalty 3428.073047 = -3442653.052864
  nChanged 158
		SP:Iteration 29Q (140247.890000 sec): 3 clusters
  Score: Raw -3446121.898850 + Penalty 3428.073047 = -3442693.825804
  nChanged 115
		SP:Iteration 30Q (140248.300000 sec): 3 clusters
  Score: Raw -3446153.631148 + Penalty 3428.073047 = -3442725.558101
  nChanged 100
		SP:Iteration 31Q (140248.650000 sec): 3 clusters
  Score: Raw -3446175.154981 + Penalty 3428.073047 = -3442747.081935
  nChanged 95
		SP:Iteration 32Q (140249.030000 sec): 3 clusters
  Score: Raw -3446194.958700 + Penalty 3428.073047 = -3442766.885654
  nChanged 81
		SP:Iteration 33Q (140249.440000 sec): 3 clusters
  Score: Raw -3446209.529866 + Penalty 3428.073047 = -3442781.456819
  nChanged 69
		SP:Iteration 34Q (140249.790000 sec): 3 clusters
  Score: Raw -3446221.672227 + Penalty 3428.073047 = -3442793.599180
  nChanged 59
		SP:Iteration 35Q (140250.180000 sec): 3 clusters
  Score: Raw -3446230.887981 + Penalty 3428.073047 = -3442802.814935
  nChanged 41
		SP:Iteration 36Q (140250.580000 sec): 3 clusters
  Score: Raw -3446235.592635 + Penalty 3428.073047 = -3442807.519589
  nChanged 35
		SP:Iteration 37Q (140250.940000 sec): 3 clusters
  Score: Raw -3446239.670815 + Penalty 3428.073047 = -3442811.597768
  nChanged 31
		SP:Iteration 38Q (140251.320000 sec): 3 clusters
  Score: Raw -3446243.223349 + Penalty 3428.073047 = -3442815.150303
  nChanged 30
		SP:Iteration 39Q (140251.720000 sec): 3 clusters
  Score: Raw -3446245.931985 + Penalty 3428.073047 = -3442817.858939
  nChanged 29
		SP:Iteration 40F (140252.110000 sec): 3 clusters
  Score: Raw -3446248.485009 + Penalty 3428.073047 = -3442820.411963
  nChanged 23
		SP:Iteration 41Q (140252.490000 sec): 3 clusters
  Score: Raw -3446250.236904 + Penalty 3428.073047 = -3442822.163857
  nChanged 15
		SP:Iteration 42Q (140252.900000 sec): 3 clusters
  Score: Raw -3446251.788686 + Penalty 3428.073047 = -3442823.715639
  nChanged 20
		SP:Iteration 43Q (140253.300000 sec): 3 clusters
  Score: Raw -3446254.012406 + Penalty 3428.073047 = -3442825.939360
  nChanged 15
		SP:Iteration 44Q (140253.660000 sec): 3 clusters
  Score: Raw -3446255.372619 + Penalty 3428.073047 = -3442827.299572
  nChanged 20
		SP:Iteration 45Q (140254.040000 sec): 3 clusters
  Score: Raw -3446258.433584 + Penalty 3428.073047 = -3442830.360537
  nChanged 28
		SP:Iteration 46Q (140254.440000 sec): 3 clusters
  Score: Raw -3446262.330830 + Penalty 3428.073047 = -3442834.257783
  nChanged 27
		SP:Iteration 47Q (140254.790000 sec): 3 clusters
  Score: Raw -3446265.994396 + Penalty 3428.073047 = -3442837.921349
  nChanged 14
		SP:Iteration 48Q (140255.200000 sec): 3 clusters
  Score: Raw -3446267.783058 + Penalty 3428.073047 = -3442839.710011
  nChanged 14
		SP:Iteration 49Q (140255.600000 sec): 3 clusters
  Score: Raw -3446269.594385 + Penalty 3428.073047 = -3442841.521338
  nChanged 11
		SP:Iteration 50Q (140255.950000 sec): 3 clusters
  Score: Raw -3446270.669226 + Penalty 3428.073047 = -3442842.596180
  nChanged 11
		SP:Iteration 51Q (140256.330000 sec): 3 clusters
  Score: Raw -3446272.246120 + Penalty 3428.073047 = -3442844.173073
  nChanged 8
		SP:Iteration 52Q (140256.740000 sec): 3 clusters
  Score: Raw -3446273.432342 + Penalty 3428.073047 = -3442845.359295
  nChanged 10
		SP:Iteration 53Q (140257.090000 sec): 3 clusters
  Score: Raw -3446274.278632 + Penalty 3428.073047 = -3442846.205586
  nChanged 4
		SP:Iteration 54Q (140257.500000 sec): 3 clusters
  Score: Raw -3446274.600607 + Penalty 3428.073047 = -3442846.527561
  nChanged 2
		SP:Iteration 55Q (140257.900000 sec): 3 clusters
  Score: Raw -3446274.700700 + Penalty 3428.073047 = -3442846.627653
  nChanged 3
		SP:Iteration 56Q (140258.250000 sec): 3 clusters
  Score: Raw -3446274.916374 + Penalty 3428.073047 = -3442846.843328
  nChanged 3
		SP:Iteration 57Q (140258.630000 sec): 3 clusters
  Score: Raw -3446275.466948 + Penalty 3428.073047 = -3442847.393902
  nChanged 8
		SP:Iteration 58Q (140259.030000 sec): 3 clusters
  Score: Raw -3446276.337078 + Penalty 3428.073047 = -3442848.264032
  nChanged 5
		SP:Iteration 59Q (140259.390000 sec): 3 clusters
  Score: Raw -3446276.643614 + Penalty 3428.073047 = -3442848.570567
  nChanged 5
		SP:Iteration 60F (140259.820000 sec): 3 clusters
  Score: Raw -3446277.315753 + Penalty 3428.073047 = -3442849.242707
  nChanged 6
		SP:Iteration 61Q (140260.230000 sec): 3 clusters
  Score: Raw -3446277.859375 + Penalty 3428.073047 = -3442849.786328
  nChanged 5
		SP:Iteration 62Q (140260.630000 sec): 3 clusters
  Score: Raw -3446278.436892 + Penalty 3428.073047 = -3442850.363845
  nChanged 6
		SP:Iteration 63Q (140260.980000 sec): 3 clusters
  Score: Raw -3446278.983280 + Penalty 3428.073047 = -3442850.910233
  nChanged 3
		SP:Iteration 64Q (140261.360000 sec): 3 clusters
  Score: Raw -3446279.189796 + Penalty 3428.073047 = -3442851.116749
  nChanged 2
		SP:Iteration 65Q (140261.770000 sec): 3 clusters
  Score: Raw -3446279.259159 + Penalty 3428.073047 = -3442851.186113
  nChanged 0
		SP:Iteration 66F (140262.150000 sec): 3 clusters
  Score: Raw -3446279.259159 + Penalty 3428.073047 = -3442851.186113
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 49 (1651 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (140262.200000 sec): 2 clusters
  Score: Raw -123268.130160 + Penalty 1203.984672 = -122064.145488
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (140262.260000 sec): 3 clusters
  Score: Raw -122644.581278 + Penalty 2407.969344 = -120236.611934
  nChanged 578
		SP:Iteration 1F (140262.300000 sec): 3 clusters
  Score: Raw -123199.662155 + Penalty 2407.969344 = -120791.692811
  nChanged 168
		SP:Iteration 2F (140262.330000 sec): 3 clusters
  Score: Raw -123466.417519 + Penalty 2407.969344 = -121058.448174
  nChanged 110
		SP:Iteration 3F (140262.360000 sec): 3 clusters
  Score: Raw -123602.611277 + Penalty 2407.969344 = -121194.641933
  nChanged 81
		SP:Iteration 4Q (140262.390000 sec): 3 clusters
  Score: Raw -123692.177551 + Penalty 2407.969344 = -121284.208207
  nChanged 71
		SP:Iteration 5Q (140262.420000 sec): 3 clusters
  Score: Raw -123780.931887 + Penalty 2407.969344 = -121372.962543
  nChanged 58
		SP:Iteration 6Q (140262.460000 sec): 3 clusters
  Score: Raw -123842.095525 + Penalty 2407.969344 = -121434.126181
  nChanged 44
		SP:Iteration 7Q (140262.490000 sec): 3 clusters
  Score: Raw -123886.009723 + Penalty 2407.969344 = -121478.040378
  nChanged 27
		SP:Iteration 8Q (140262.520000 sec): 3 clusters
  Score: Raw -123917.691734 + Penalty 2407.969344 = -121509.722389
  nChanged 22
		SP:Iteration 9Q (140262.550000 sec): 3 clusters
  Score: Raw -123937.995716 + Penalty 2407.969344 = -121530.026372
  nChanged 20
		SP:Iteration 10Q (140262.580000 sec): 3 clusters
  Score: Raw -123957.413424 + Penalty 2407.969344 = -121549.444079
  nChanged 11
		SP:Iteration 11Q (140262.610000 sec): 3 clusters
  Score: Raw -123969.589030 + Penalty 2407.969344 = -121561.619686
  nChanged 11
		SP:Iteration 12Q (140262.640000 sec): 3 clusters
  Score: Raw -123980.784608 + Penalty 2407.969344 = -121572.815264
  nChanged 10
		SP:Iteration 13Q (140262.670000 sec): 3 clusters
  Score: Raw -123992.560563 + Penalty 2407.969344 = -121584.591219
  nChanged 8
		SP:Iteration 14Q (140262.700000 sec): 3 clusters
  Score: Raw -123998.722838 + Penalty 2407.969344 = -121590.753493
  nChanged 4
		SP:Iteration 15Q (140262.740000 sec): 3 clusters
  Score: Raw -124003.280109 + Penalty 2407.969344 = -121595.310765
  nChanged 6
		SP:Iteration 16Q (140262.760000 sec): 3 clusters
  Score: Raw -124007.862749 + Penalty 2407.969344 = -121599.893404
  nChanged 7
		SP:Iteration 17Q (140262.800000 sec): 3 clusters
  Score: Raw -124012.856455 + Penalty 2407.969344 = -121604.887110
  nChanged 3
		SP:Iteration 18Q (140262.830000 sec): 3 clusters
  Score: Raw -124016.482560 + Penalty 2407.969344 = -121608.513216
  nChanged 5
		SP:Iteration 19Q (140262.860000 sec): 3 clusters
  Score: Raw -124020.738634 + Penalty 2407.969344 = -121612.769289
  nChanged 8
		SP:Iteration 20F (140262.890000 sec): 3 clusters
  Score: Raw -124030.195366 + Penalty 2407.969344 = -121622.226022
  nChanged 10
		SP:Iteration 21Q (140262.920000 sec): 3 clusters
  Score: Raw -124042.018494 + Penalty 2407.969344 = -121634.049150
  nChanged 12
		SP:Iteration 22Q (140262.950000 sec): 3 clusters
  Score: Raw -124065.202084 + Penalty 2407.969344 = -121657.232740
  nChanged 15
		SP:Iteration 23Q (140262.980000 sec): 3 clusters
  Score: Raw -124088.639521 + Penalty 2407.969344 = -121680.670177
  nChanged 19
		SP:Iteration 24Q (140263.010000 sec): 3 clusters
  Score: Raw -124117.707443 + Penalty 2407.969344 = -121709.738099
  nChanged 24
		SP:Iteration 25Q (140263.040000 sec): 3 clusters
  Score: Raw -124145.071113 + Penalty 2407.969344 = -121737.101768
  nChanged 22
		SP:Iteration 26Q (140263.070000 sec): 3 clusters
  Score: Raw -124170.050260 + Penalty 2407.969344 = -121762.080916
  nChanged 17
		SP:Iteration 27Q (140263.100000 sec): 3 clusters
  Score: Raw -124184.555443 + Penalty 2407.969344 = -121776.586099
  nChanged 16
		SP:Iteration 28Q (140263.130000 sec): 3 clusters
  Score: Raw -124200.615995 + Penalty 2407.969344 = -121792.646651
  nChanged 12
		SP:Iteration 29Q (140263.160000 sec): 3 clusters
  Score: Raw -124211.060671 + Penalty 2407.969344 = -121803.091327
  nChanged 8
		SP:Iteration 30Q (140263.200000 sec): 3 clusters
  Score: Raw -124219.789858 + Penalty 2407.969344 = -121811.820514
  nChanged 5
		SP:Iteration 31Q (140263.220000 sec): 3 clusters
  Score: Raw -124223.021138 + Penalty 2407.969344 = -121815.051794
  nChanged 4
		SP:Iteration 32Q (140263.260000 sec): 3 clusters
  Score: Raw -124224.842829 + Penalty 2407.969344 = -121816.873485
  nChanged 2
		SP:Iteration 33Q (140263.280000 sec): 3 clusters
  Score: Raw -124227.337844 + Penalty 2407.969344 = -121819.368500
  nChanged 8
		SP:Iteration 34Q (140263.320000 sec): 3 clusters
  Score: Raw -124231.982037 + Penalty 2407.969344 = -121824.012693
  nChanged 2
		SP:Iteration 35Q (140263.350000 sec): 3 clusters
  Score: Raw -124234.182841 + Penalty 2407.969344 = -121826.213497
  nChanged 2
		SP:Iteration 36Q (140263.380000 sec): 3 clusters
  Score: Raw -124235.355139 + Penalty 2407.969344 = -121827.385794
  nChanged 3
		SP:Iteration 37Q (140263.410000 sec): 3 clusters
  Score: Raw -124236.759217 + Penalty 2407.969344 = -121828.789873
  nChanged 1
		SP:Iteration 38Q (140263.440000 sec): 3 clusters
  Score: Raw -124236.975101 + Penalty 2407.969344 = -121829.005757
  nChanged 1
		SP:Iteration 39Q (140263.470000 sec): 3 clusters
  Score: Raw -124237.415445 + Penalty 2407.969344 = -121829.446101
  nChanged 0
		SP:Iteration 40F (140263.500000 sec): 3 clusters
  Score: Raw -124237.415445 + Penalty 2407.969344 = -121829.446101
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 50 (2267 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (140263.560000 sec): 2 clusters
  Score: Raw -177906.673157 + Penalty 1255.509556 = -176651.163601
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (140263.610000 sec): 3 clusters
  Score: Raw -176898.749567 + Penalty 2511.019111 = -174387.730456
  nChanged 847
		SP:Iteration 1F (140263.650000 sec): 3 clusters
  Score: Raw -177431.527060 + Penalty 2511.019111 = -174920.507948
  nChanged 185
		SP:Iteration 2F (140263.690000 sec): 3 clusters
  Score: Raw -177578.317933 + Penalty 2511.019111 = -175067.298821
  nChanged 135
		SP:Iteration 3F (140263.740000 sec): 3 clusters
  Score: Raw -177704.386472 + Penalty 2511.019111 = -175193.367360
  nChanged 114
		SP:Iteration 4F (140263.780000 sec): 3 clusters
  Score: Raw -177836.113962 + Penalty 2511.019111 = -175325.094850
  nChanged 125
		SP:Iteration 5F (140263.820000 sec): 3 clusters
  Score: Raw -178021.279419 + Penalty 2511.019111 = -175510.260308
  nChanged 138
		SP:Iteration 6F (140263.860000 sec): 3 clusters
  Score: Raw -178237.443126 + Penalty 2511.019111 = -175726.424014
  nChanged 135
		SP:Iteration 7F (140263.900000 sec): 3 clusters
  Score: Raw -178415.476945 + Penalty 2511.019111 = -175904.457833
  nChanged 108
		SP:Iteration 8Q (140263.950000 sec): 3 clusters
  Score: Raw -178529.505826 + Penalty 2511.019111 = -176018.486715
  nChanged 70
		SP:Iteration 9Q (140263.990000 sec): 3 clusters
  Score: Raw -178585.109266 + Penalty 2511.019111 = -176074.090155
  nChanged 44
		SP:Iteration 10Q (140264.030000 sec): 3 clusters
  Score: Raw -178618.746008 + Penalty 2511.019111 = -176107.726897
  nChanged 28
		SP:Iteration 11Q (140264.080000 sec): 3 clusters
  Score: Raw -178638.221318 + Penalty 2511.019111 = -176127.202207
  nChanged 24
		SP:Iteration 12Q (140264.120000 sec): 3 clusters
  Score: Raw -178655.364694 + Penalty 2511.019111 = -176144.345582
  nChanged 17
		SP:Iteration 13Q (140264.160000 sec): 3 clusters
  Score: Raw -178675.257914 + Penalty 2511.019111 = -176164.238803
  nChanged 21
		SP:Iteration 14Q (140264.200000 sec): 3 clusters
  Score: Raw -178697.834783 + Penalty 2511.019111 = -176186.815671
  nChanged 15
		SP:Iteration 15Q (140264.240000 sec): 3 clusters
  Score: Raw -178711.389031 + Penalty 2511.019111 = -176200.369920
  nChanged 16
		SP:Iteration 16Q (140264.290000 sec): 3 clusters
  Score: Raw -178727.786237 + Penalty 2511.019111 = -176216.767126
  nChanged 10
		SP:Iteration 17Q (140264.330000 sec): 3 clusters
  Score: Raw -178735.622523 + Penalty 2511.019111 = -176224.603411
  nChanged 7
		SP:Iteration 18Q (140264.370000 sec): 3 clusters
  Score: Raw -178737.791205 + Penalty 2511.019111 = -176226.772094
  nChanged 4
		SP:Iteration 19Q (140264.420000 sec): 3 clusters
  Score: Raw -178740.533859 + Penalty 2511.019111 = -176229.514748
  nChanged 4
		SP:Iteration 20F (140264.460000 sec): 3 clusters
  Score: Raw -178742.531630 + Penalty 2511.019111 = -176231.512519
  nChanged 2
		SP:Iteration 21Q (140264.500000 sec): 3 clusters
  Score: Raw -178743.245958 + Penalty 2511.019111 = -176232.226847
  nChanged 2
		SP:Iteration 22Q (140264.540000 sec): 3 clusters
  Score: Raw -178743.824696 + Penalty 2511.019111 = -176232.805585
  nChanged 2
		SP:Iteration 23Q (140264.580000 sec): 3 clusters
  Score: Raw -178745.264971 + Penalty 2511.019111 = -176234.245859
  nChanged 2
		SP:Iteration 24Q (140264.630000 sec): 3 clusters
  Score: Raw -178746.245765 + Penalty 2511.019111 = -176235.226654
  nChanged 1
		SP:Iteration 25Q (140264.670000 sec): 3 clusters
  Score: Raw -178746.605542 + Penalty 2511.019111 = -176235.586431
  nChanged 1
		SP:Iteration 26Q (140264.720000 sec): 3 clusters
  Score: Raw -178747.129822 + Penalty 2511.019111 = -176236.110710
  nChanged 2
		SP:Iteration 27Q (140264.760000 sec): 3 clusters
  Score: Raw -178749.013225 + Penalty 2511.019111 = -176237.994113
  nChanged 1
		SP:Iteration 28Q (140264.800000 sec): 3 clusters
  Score: Raw -178749.511360 + Penalty 2511.019111 = -176238.492249
  nChanged 1
		SP:Iteration 29Q (140264.840000 sec): 3 clusters
  Score: Raw -178749.912458 + Penalty 2511.019111 = -176238.893347
  nChanged 2
		SP:Iteration 30Q (140264.880000 sec): 3 clusters
  Score: Raw -178750.246313 + Penalty 2511.019111 = -176239.227201
  nChanged 0
		SP:Iteration 31F (140264.930000 sec): 3 clusters
  Score: Raw -178750.246313 + Penalty 2511.019111 = -176239.227201
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 51 (3478 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (140265.000000 sec): 2 clusters
  Score: Raw -282615.405060 + Penalty 1325.059563 = -281290.345497
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (140265.070000 sec): 3 clusters
  Score: Raw -280962.371373 + Penalty 2650.119126 = -278312.252248
  nChanged 1308
		SP:Iteration 1F (140265.140000 sec): 3 clusters
  Score: Raw -281856.635332 + Penalty 2650.119126 = -279206.516206
  nChanged 329
		SP:Iteration 2F (140265.200000 sec): 3 clusters
  Score: Raw -282148.622379 + Penalty 2650.119126 = -279498.503254
  nChanged 243
		SP:Iteration 3F (140265.270000 sec): 3 clusters
  Score: Raw -282360.677125 + Penalty 2650.119126 = -279710.557999
  nChanged 178
		SP:Iteration 4F (140265.330000 sec): 3 clusters
  Score: Raw -282497.140697 + Penalty 2650.119126 = -279847.021572
  nChanged 167
		SP:Iteration 5Q (140265.400000 sec): 3 clusters
  Score: Raw -282614.793030 + Penalty 2650.119126 = -279964.673905
  nChanged 108
		SP:Iteration 6Q (140265.460000 sec): 3 clusters
  Score: Raw -282676.960837 + Penalty 2650.119126 = -280026.841712
  nChanged 87
		SP:Iteration 7Q (140265.530000 sec): 3 clusters
  Score: Raw -282720.051680 + Penalty 2650.119126 = -280069.932554
  nChanged 70
		SP:Iteration 8Q (140265.590000 sec): 3 clusters
  Score: Raw -282756.187585 + Penalty 2650.119126 = -280106.068459
  nChanged 56
		SP:Iteration 9Q (140265.660000 sec): 3 clusters
  Score: Raw -282779.800869 + Penalty 2650.119126 = -280129.681744
  nChanged 44
		SP:Iteration 10Q (140265.720000 sec): 3 clusters
  Score: Raw -282797.878669 + Penalty 2650.119126 = -280147.759543
  nChanged 34
		SP:Iteration 11Q (140265.790000 sec): 3 clusters
  Score: Raw -282809.454053 + Penalty 2650.119126 = -280159.334927
  nChanged 30
		SP:Iteration 12Q (140265.860000 sec): 3 clusters
  Score: Raw -282825.655142 + Penalty 2650.119126 = -280175.536016
  nChanged 37
		SP:Iteration 13Q (140265.920000 sec): 3 clusters
  Score: Raw -282841.296842 + Penalty 2650.119126 = -280191.177717
  nChanged 29
		SP:Iteration 14Q (140265.980000 sec): 3 clusters
  Score: Raw -282854.176199 + Penalty 2650.119126 = -280204.057073
  nChanged 19
		SP:Iteration 15Q (140266.050000 sec): 3 clusters
  Score: Raw -282862.220702 + Penalty 2650.119126 = -280212.101577
  nChanged 18
		SP:Iteration 16Q (140266.120000 sec): 3 clusters
  Score: Raw -282870.081702 + Penalty 2650.119126 = -280219.962576
  nChanged 24
		SP:Iteration 17Q (140266.180000 sec): 3 clusters
  Score: Raw -282881.362146 + Penalty 2650.119126 = -280231.243020
  nChanged 21
		SP:Iteration 18Q (140266.240000 sec): 3 clusters
  Score: Raw -282888.009181 + Penalty 2650.119126 = -280237.890055
  nChanged 14
		SP:Iteration 19Q (140266.310000 sec): 3 clusters
  Score: Raw -282892.449557 + Penalty 2650.119126 = -280242.330432
  nChanged 12
		SP:Iteration 20F (140266.370000 sec): 3 clusters
  Score: Raw -282895.527450 + Penalty 2650.119126 = -280245.408324
  nChanged 13
		SP:Iteration 21Q (140266.440000 sec): 3 clusters
  Score: Raw -282900.242143 + Penalty 2650.119126 = -280250.123017
  nChanged 8
		SP:Iteration 22Q (140266.500000 sec): 3 clusters
  Score: Raw -282902.119417 + Penalty 2650.119126 = -280252.000291
  nChanged 8
		SP:Iteration 23Q (140266.570000 sec): 3 clusters
  Score: Raw -282903.598948 + Penalty 2650.119126 = -280253.479822
  nChanged 6
		SP:Iteration 24Q (140266.630000 sec): 3 clusters
  Score: Raw -282905.623691 + Penalty 2650.119126 = -280255.504565
  nChanged 5
		SP:Iteration 25Q (140266.700000 sec): 3 clusters
  Score: Raw -282906.816548 + Penalty 2650.119126 = -280256.697423
  nChanged 4
		SP:Iteration 26Q (140266.760000 sec): 3 clusters
  Score: Raw -282907.499625 + Penalty 2650.119126 = -280257.380500
  nChanged 3
		SP:Iteration 27Q (140266.830000 sec): 3 clusters
  Score: Raw -282907.859005 + Penalty 2650.119126 = -280257.739879
  nChanged 1
		SP:Iteration 28Q (140266.890000 sec): 3 clusters
  Score: Raw -282908.061441 + Penalty 2650.119126 = -280257.942315
  nChanged 0
		SP:Iteration 29F (140266.960000 sec): 3 clusters
  Score: Raw -282908.061441 + Penalty 2650.119126 = -280257.942315
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 52 (6121 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (140267.040000 sec): 2 clusters
  Score: Raw -570293.792121 + Penalty 1416.915624 = -568876.876497
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (140267.150000 sec): 3 clusters
  Score: Raw -566982.585991 + Penalty 2833.831247 = -564148.754744
  nChanged 2522
		SP:Iteration 1F (140267.260000 sec): 3 clusters
  Score: Raw -568375.277194 + Penalty 2833.831247 = -565541.445947
  nChanged 397
		SP:Iteration 2F (140267.360000 sec): 3 clusters
  Score: Raw -568559.028305 + Penalty 2833.831247 = -565725.197057
  nChanged 292
		SP:Iteration 3Q (140267.460000 sec): 3 clusters
  Score: Raw -568697.574794 + Penalty 2833.831247 = -565863.743547
  nChanged 264
		SP:Iteration 4Q (140267.570000 sec): 3 clusters
  Score: Raw -568832.354686 + Penalty 2833.831247 = -565998.523439
  nChanged 217
		SP:Iteration 5Q (140267.680000 sec): 3 clusters
  Score: Raw -568923.198696 + Penalty 2833.831247 = -566089.367449
  nChanged 186
		SP:Iteration 6Q (140267.790000 sec): 3 clusters
  Score: Raw -569000.846186 + Penalty 2833.831247 = -566167.014938
  nChanged 177
		SP:Iteration 7Q (140267.900000 sec): 3 clusters
  Score: Raw -569087.049582 + Penalty 2833.831247 = -566253.218335
  nChanged 185
		SP:Iteration 8Q (140268.010000 sec): 3 clusters
  Score: Raw -569177.611452 + Penalty 2833.831247 = -566343.780205
  nChanged 203
		SP:Iteration 9Q (140268.110000 sec): 3 clusters
  Score: Raw -569274.956244 + Penalty 2833.831247 = -566441.124997
  nChanged 206
		SP:Iteration 10Q (140268.220000 sec): 3 clusters
  Score: Raw -569382.379052 + Penalty 2833.831247 = -566548.547804
  nChanged 205
		SP:Iteration 11Q (140268.320000 sec): 3 clusters
  Score: Raw -569495.663931 + Penalty 2833.831247 = -566661.832684
  nChanged 198
		SP:Iteration 12Q (140268.430000 sec): 3 clusters
  Score: Raw -569601.118179 + Penalty 2833.831247 = -566767.286932
  nChanged 186
		SP:Iteration 13Q (140268.530000 sec): 3 clusters
  Score: Raw -569710.131391 + Penalty 2833.831247 = -566876.300144
  nChanged 181
		SP:Iteration 14Q (140268.640000 sec): 3 clusters
  Score: Raw -569813.784130 + Penalty 2833.831247 = -566979.952882
  nChanged 159
		SP:Iteration 15Q (140268.750000 sec): 3 clusters
  Score: Raw -569921.825861 + Penalty 2833.831247 = -567087.994614
  nChanged 172
		SP:Iteration 16Q (140268.850000 sec): 3 clusters
  Score: Raw -570018.406267 + Penalty 2833.831247 = -567184.575019
  nChanged 126
		SP:Iteration 17Q (140268.950000 sec): 3 clusters
  Score: Raw -570083.910627 + Penalty 2833.831247 = -567250.079380
  nChanged 105
		SP:Iteration 18Q (140269.050000 sec): 3 clusters
  Score: Raw -570143.420526 + Penalty 2833.831247 = -567309.589279
  nChanged 85
		SP:Iteration 19Q (140269.150000 sec): 3 clusters
  Score: Raw -570193.219417 + Penalty 2833.831247 = -567359.388170
  nChanged 75
		SP:Iteration 20F (140269.260000 sec): 3 clusters
  Score: Raw -570245.468573 + Penalty 2833.831247 = -567411.637326
  nChanged 77
		SP:Iteration 21Q (140269.360000 sec): 3 clusters
  Score: Raw -570290.823515 + Penalty 2833.831247 = -567456.992268
  nChanged 65
		SP:Iteration 22Q (140269.460000 sec): 3 clusters
  Score: Raw -570321.548178 + Penalty 2833.831247 = -567487.716930
  nChanged 55
		SP:Iteration 23Q (140269.560000 sec): 3 clusters
  Score: Raw -570347.835337 + Penalty 2833.831247 = -567514.004090
  nChanged 56
		SP:Iteration 24Q (140269.660000 sec): 3 clusters
  Score: Raw -570373.157480 + Penalty 2833.831247 = -567539.326232
  nChanged 42
		SP:Iteration 25Q (140269.760000 sec): 3 clusters
  Score: Raw -570390.970922 + Penalty 2833.831247 = -567557.139675
  nChanged 30
		SP:Iteration 26Q (140269.860000 sec): 3 clusters
  Score: Raw -570399.944222 + Penalty 2833.831247 = -567566.112975
  nChanged 22
		SP:Iteration 27Q (140269.960000 sec): 3 clusters
  Score: Raw -570406.403775 + Penalty 2833.831247 = -567572.572528
  nChanged 19
		SP:Iteration 28Q (140270.060000 sec): 3 clusters
  Score: Raw -570412.779866 + Penalty 2833.831247 = -567578.948619
  nChanged 22
		SP:Iteration 29Q (140270.160000 sec): 3 clusters
  Score: Raw -570420.621718 + Penalty 2833.831247 = -567586.790471
  nChanged 14
		SP:Iteration 30Q (140270.260000 sec): 3 clusters
  Score: Raw -570423.501343 + Penalty 2833.831247 = -567589.670095
  nChanged 9
		SP:Iteration 31Q (140270.360000 sec): 3 clusters
  Score: Raw -570424.822126 + Penalty 2833.831247 = -567590.990878
  nChanged 8
		SP:Iteration 32Q (140270.470000 sec): 3 clusters
  Score: Raw -570426.304550 + Penalty 2833.831247 = -567592.473303
  nChanged 9
		SP:Iteration 33Q (140270.570000 sec): 3 clusters
  Score: Raw -570428.278810 + Penalty 2833.831247 = -567594.447563
  nChanged 8
		SP:Iteration 34Q (140270.670000 sec): 3 clusters
  Score: Raw -570430.587920 + Penalty 2833.831247 = -567596.756673
  nChanged 11
		SP:Iteration 35Q (140270.770000 sec): 3 clusters
  Score: Raw -570434.020464 + Penalty 2833.831247 = -567600.189217
  nChanged 13
		SP:Iteration 36Q (140270.870000 sec): 3 clusters
  Score: Raw -570439.041858 + Penalty 2833.831247 = -567605.210610
  nChanged 15
		SP:Iteration 37Q (140270.970000 sec): 3 clusters
  Score: Raw -570447.392732 + Penalty 2833.831247 = -567613.561485
  nChanged 20
		SP:Iteration 38Q (140271.070000 sec): 3 clusters
  Score: Raw -570453.674210 + Penalty 2833.831247 = -567619.842963
  nChanged 13
		SP:Iteration 39Q (140271.160000 sec): 3 clusters
  Score: Raw -570458.369906 + Penalty 2833.831247 = -567624.538659
  nChanged 13
		SP:Iteration 40F (140271.270000 sec): 3 clusters
  Score: Raw -570461.818999 + Penalty 2833.831247 = -567627.987752
  nChanged 11
		SP:Iteration 41Q (140271.370000 sec): 3 clusters
  Score: Raw -570464.376854 + Penalty 2833.831247 = -567630.545607
  nChanged 6
		SP:Iteration 42Q (140271.460000 sec): 3 clusters
  Score: Raw -570465.642837 + Penalty 2833.831247 = -567631.811590
  nChanged 3
		SP:Iteration 43Q (140271.560000 sec): 3 clusters
  Score: Raw -570466.585701 + Penalty 2833.831247 = -567632.754453
  nChanged 1
		SP:Iteration 44Q (140271.660000 sec): 3 clusters
  Score: Raw -570466.871314 + Penalty 2833.831247 = -567633.040066
  nChanged 3
		SP:Iteration 45Q (140271.760000 sec): 3 clusters
  Score: Raw -570467.106261 + Penalty 2833.831247 = -567633.275014
  nChanged 4
		SP:Iteration 46Q (140271.860000 sec): 3 clusters
  Score: Raw -570467.979655 + Penalty 2833.831247 = -567634.148408
  nChanged 5
		SP:Iteration 47Q (140271.960000 sec): 3 clusters
  Score: Raw -570469.297546 + Penalty 2833.831247 = -567635.466299
  nChanged 2
		SP:Iteration 48Q (140272.060000 sec): 3 clusters
  Score: Raw -570469.941654 + Penalty 2833.831247 = -567636.110406
  nChanged 4
		SP:Iteration 49Q (140272.160000 sec): 3 clusters
  Score: Raw -570470.949628 + Penalty 2833.831247 = -567637.118381
  nChanged 3
		SP:Iteration 50Q (140272.250000 sec): 3 clusters
  Score: Raw -570471.712740 + Penalty 2833.831247 = -567637.881493
  nChanged 2
		SP:Iteration 51Q (140272.350000 sec): 3 clusters
  Score: Raw -570472.459344 + Penalty 2833.831247 = -567638.628097
  nChanged 2
		SP:Iteration 52Q (140272.450000 sec): 3 clusters
  Score: Raw -570472.878221 + Penalty 2833.831247 = -567639.046974
  nChanged 2
		SP:Iteration 53Q (140272.550000 sec): 3 clusters
  Score: Raw -570473.371838 + Penalty 2833.831247 = -567639.540591
  nChanged 1
		SP:Iteration 54Q (140272.650000 sec): 3 clusters
  Score: Raw -570473.708134 + Penalty 2833.831247 = -567639.876887
  nChanged 1
		SP:Iteration 55Q (140272.750000 sec): 3 clusters
  Score: Raw -570473.904908 + Penalty 2833.831247 = -567640.073661
  nChanged 2
		SP:Iteration 56Q (140272.850000 sec): 3 clusters
  Score: Raw -570474.214973 + Penalty 2833.831247 = -567640.383726
  nChanged 0
		SP:Iteration 57F (140272.950000 sec): 3 clusters
  Score: Raw -570474.214973 + Penalty 2833.831247 = -567640.383726
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 53 (3874 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (140273.020000 sec): 2 clusters
  Score: Raw -392054.156128 + Penalty 1342.581962 = -390711.574166
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (140273.110000 sec): 3 clusters
  Score: Raw -390138.561533 + Penalty 2685.163924 = -387453.397609
  nChanged 1506
		SP:Iteration 1F (140273.190000 sec): 3 clusters
  Score: Raw -390956.555604 + Penalty 2685.163924 = -388271.391680
  nChanged 254
		SP:Iteration 2F (140273.260000 sec): 3 clusters
  Score: Raw -391090.985917 + Penalty 2685.163924 = -388405.821993
  nChanged 183
		SP:Iteration 3Q (140273.340000 sec): 3 clusters
  Score: Raw -391181.883407 + Penalty 2685.163924 = -388496.719482
  nChanged 118
		SP:Iteration 4Q (140273.420000 sec): 3 clusters
  Score: Raw -391237.622751 + Penalty 2685.163924 = -388552.458826
  nChanged 97
		SP:Iteration 5Q (140273.500000 sec): 3 clusters
  Score: Raw -391277.136772 + Penalty 2685.163924 = -388591.972847
  nChanged 90
		SP:Iteration 6Q (140273.580000 sec): 3 clusters
  Score: Raw -391321.161488 + Penalty 2685.163924 = -388635.997563
  nChanged 86
		SP:Iteration 7Q (140273.660000 sec): 3 clusters
  Score: Raw -391363.124536 + Penalty 2685.163924 = -388677.960611
  nChanged 76
		SP:Iteration 8Q (140273.740000 sec): 3 clusters
  Score: Raw -391398.281929 + Penalty 2685.163924 = -388713.118004
  nChanged 80
		SP:Iteration 9Q (140273.820000 sec): 3 clusters
  Score: Raw -391434.968370 + Penalty 2685.163924 = -388749.804446
  nChanged 71
		SP:Iteration 10Q (140273.890000 sec): 3 clusters
  Score: Raw -391468.793496 + Penalty 2685.163924 = -388783.629572
  nChanged 77
		SP:Iteration 11Q (140273.970000 sec): 3 clusters
  Score: Raw -391511.702180 + Penalty 2685.163924 = -388826.538256
  nChanged 82
		SP:Iteration 12Q (140274.050000 sec): 3 clusters
  Score: Raw -391552.337840 + Penalty 2685.163924 = -388867.173916
  nChanged 74
		SP:Iteration 13Q (140274.120000 sec): 3 clusters
  Score: Raw -391590.209944 + Penalty 2685.163924 = -388905.046019
  nChanged 79
		SP:Iteration 14Q (140274.200000 sec): 3 clusters
  Score: Raw -391632.064261 + Penalty 2685.163924 = -388946.900337
  nChanged 67
		SP:Iteration 15Q (140274.280000 sec): 3 clusters
  Score: Raw -391672.170093 + Penalty 2685.163924 = -388987.006169
  nChanged 67
		SP:Iteration 16Q (140274.360000 sec): 3 clusters
  Score: Raw -391717.991558 + Penalty 2685.163924 = -389032.827633
  nChanged 66
		SP:Iteration 17Q (140274.430000 sec): 3 clusters
  Score: Raw -391757.571482 + Penalty 2685.163924 = -389072.407558
  nChanged 59
		SP:Iteration 18Q (140274.510000 sec): 3 clusters
  Score: Raw -391794.557348 + Penalty 2685.163924 = -389109.393423
  nChanged 55
		SP:Iteration 19Q (140274.580000 sec): 3 clusters
  Score: Raw -391831.136964 + Penalty 2685.163924 = -389145.973040
  nChanged 59
		SP:Iteration 20F (140274.660000 sec): 3 clusters
  Score: Raw -391875.083003 + Penalty 2685.163924 = -389189.919079
  nChanged 53
		SP:Iteration 21Q (140274.730000 sec): 3 clusters
  Score: Raw -391912.699346 + Penalty 2685.163924 = -389227.535422
  nChanged 45
		SP:Iteration 22Q (140274.800000 sec): 3 clusters
  Score: Raw -391947.820353 + Penalty 2685.163924 = -389262.656429
  nChanged 40
		SP:Iteration 23Q (140274.880000 sec): 3 clusters
  Score: Raw -391980.430032 + Penalty 2685.163924 = -389295.266108
  nChanged 40
		SP:Iteration 24Q (140274.950000 sec): 3 clusters
  Score: Raw -392011.936977 + Penalty 2685.163924 = -389326.773053
  nChanged 33
		SP:Iteration 25Q (140275.020000 sec): 3 clusters
  Score: Raw -392037.468864 + Penalty 2685.163924 = -389352.304940
  nChanged 28
		SP:Iteration 26Q (140275.090000 sec): 3 clusters
  Score: Raw -392065.021760 + Penalty 2685.163924 = -389379.857835
  nChanged 24
		SP:Iteration 27Q (140275.160000 sec): 3 clusters
  Score: Raw -392085.124907 + Penalty 2685.163924 = -389399.960983
  nChanged 17
		SP:Iteration 28Q (140275.240000 sec): 3 clusters
  Score: Raw -392101.682248 + Penalty 2685.163924 = -389416.518324
  nChanged 15
		SP:Iteration 29Q (140275.310000 sec): 3 clusters
  Score: Raw -392113.230887 + Penalty 2685.163924 = -389428.066963
  nChanged 6
		SP:Iteration 30Q (140275.380000 sec): 3 clusters
  Score: Raw -392120.062228 + Penalty 2685.163924 = -389434.898304
  nChanged 14
		SP:Iteration 31Q (140275.450000 sec): 3 clusters
  Score: Raw -392131.140445 + Penalty 2685.163924 = -389445.976520
  nChanged 7
		SP:Iteration 32Q (140275.520000 sec): 3 clusters
  Score: Raw -392136.690705 + Penalty 2685.163924 = -389451.526780
  nChanged 5
		SP:Iteration 33Q (140275.590000 sec): 3 clusters
  Score: Raw -392141.268385 + Penalty 2685.163924 = -389456.104461
  nChanged 3
		SP:Iteration 34Q (140275.660000 sec): 3 clusters
  Score: Raw -392145.866501 + Penalty 2685.163924 = -389460.702577
  nChanged 9
		SP:Iteration 35Q (140275.730000 sec): 3 clusters
  Score: Raw -392153.633392 + Penalty 2685.163924 = -389468.469467
  nChanged 8
		SP:Iteration 36Q (140275.800000 sec): 3 clusters
  Score: Raw -392159.888245 + Penalty 2685.163924 = -389474.724321
  nChanged 6
		SP:Iteration 37Q (140275.870000 sec): 3 clusters
  Score: Raw -392166.865513 + Penalty 2685.163924 = -389481.701588
  nChanged 4
		SP:Iteration 38Q (140275.940000 sec): 3 clusters
  Score: Raw -392171.287430 + Penalty 2685.163924 = -389486.123505
  nChanged 6
		SP:Iteration 39Q (140276.010000 sec): 3 clusters
  Score: Raw -392177.705736 + Penalty 2685.163924 = -389492.541812
  nChanged 4
		SP:Iteration 40F (140276.080000 sec): 3 clusters
  Score: Raw -392181.705159 + Penalty 2685.163924 = -389496.541234
  nChanged 3
		SP:Iteration 41Q (140276.150000 sec): 3 clusters
  Score: Raw -392184.090620 + Penalty 2685.163924 = -389498.926696
  nChanged 2
		SP:Iteration 42Q (140276.220000 sec): 3 clusters
  Score: Raw -392186.394898 + Penalty 2685.163924 = -389501.230974
  nChanged 1
		SP:Iteration 43Q (140276.290000 sec): 3 clusters
  Score: Raw -392186.999107 + Penalty 2685.163924 = -389501.835183
  nChanged 1
		SP:Iteration 44Q (140276.360000 sec): 3 clusters
  Score: Raw -392187.786983 + Penalty 2685.163924 = -389502.623059
  nChanged 0
		SP:Iteration 45F (140276.440000 sec): 3 clusters
  Score: Raw -392187.786983 + Penalty 2685.163924 = -389502.623059
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 54 (13662 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (140276.620000 sec): 2 clusters
  Score: Raw -1180314.894099 + Penalty 1547.385699 = -1178767.508400
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (140276.810000 sec): 3 clusters
  Score: Raw -1172334.205787 + Penalty 3094.771399 = -1169239.434388
  nChanged 6066
		SP:Iteration 1F (140277.000000 sec): 3 clusters
  Score: Raw -1175768.591714 + Penalty 3094.771399 = -1172673.820315
  nChanged 884
		SP:Iteration 2F (140277.200000 sec): 3 clusters
  Score: Raw -1176241.286283 + Penalty 3094.771399 = -1173146.514884
  nChanged 854
		SP:Iteration 3F (140277.390000 sec): 3 clusters
  Score: Raw -1176742.827185 + Penalty 3094.771399 = -1173648.055786
  nChanged 820
		SP:Iteration 4F (140277.600000 sec): 3 clusters
  Score: Raw -1177203.629862 + Penalty 3094.771399 = -1174108.858463
  nChanged 820
		SP:Iteration 5F (140277.800000 sec): 3 clusters
  Score: Raw -1177687.977953 + Penalty 3094.771399 = -1174593.206554
  nChanged 789
		SP:Iteration 6F (140278.000000 sec): 3 clusters
  Score: Raw -1178182.478493 + Penalty 3094.771399 = -1175087.707094
  nChanged 768
		SP:Iteration 7F (140278.190000 sec): 3 clusters
  Score: Raw -1178671.345823 + Penalty 3094.771399 = -1175576.574424
  nChanged 676
		SP:Iteration 8Q (140278.390000 sec): 3 clusters
  Score: Raw -1179074.297475 + Penalty 3094.771399 = -1175979.526076
  nChanged 558
		SP:Iteration 9Q (140278.600000 sec): 3 clusters
  Score: Raw -1179402.273814 + Penalty 3094.771399 = -1176307.502415
  nChanged 462
		SP:Iteration 10Q (140278.800000 sec): 3 clusters
  Score: Raw -1179673.216215 + Penalty 3094.771399 = -1176578.444816
  nChanged 411
		SP:Iteration 11Q (140278.990000 sec): 3 clusters
  Score: Raw -1179916.055420 + Penalty 3094.771399 = -1176821.284021
  nChanged 363
		SP:Iteration 12Q (140279.220000 sec): 3 clusters
  Score: Raw -1180149.743951 + Penalty 3094.771399 = -1177054.972552
  nChanged 295
		SP:Iteration 13Q (140279.400000 sec): 3 clusters
  Score: Raw -1180324.800132 + Penalty 3094.771399 = -1177230.028733
  nChanged 240
		SP:Iteration 14Q (140279.620000 sec): 3 clusters
  Score: Raw -1180453.496595 + Penalty 3094.771399 = -1177358.725196
  nChanged 194
		SP:Iteration 15Q (140279.810000 sec): 3 clusters
  Score: Raw -1180557.794898 + Penalty 3094.771399 = -1177463.023499
  nChanged 174
		SP:Iteration 16Q (140280.000000 sec): 3 clusters
  Score: Raw -1180635.185050 + Penalty 3094.771399 = -1177540.413651
  nChanged 126
		SP:Iteration 17Q (140280.180000 sec): 3 clusters
  Score: Raw -1180681.723161 + Penalty 3094.771399 = -1177586.951762
  nChanged 91
		SP:Iteration 18Q (140280.390000 sec): 3 clusters
  Score: Raw -1180711.470984 + Penalty 3094.771399 = -1177616.699585
  nChanged 75
		SP:Iteration 19Q (140280.600000 sec): 3 clusters
  Score: Raw -1180736.730035 + Penalty 3094.771399 = -1177641.958636
  nChanged 73
		SP:Iteration 20F (140280.820000 sec): 3 clusters
  Score: Raw -1180761.550383 + Penalty 3094.771399 = -1177666.778984
  nChanged 61
		SP:Iteration 21Q (140281.000000 sec): 3 clusters
  Score: Raw -1180778.355747 + Penalty 3094.771399 = -1177683.584348
  nChanged 51
		SP:Iteration 22Q (140281.180000 sec): 3 clusters
  Score: Raw -1180791.003342 + Penalty 3094.771399 = -1177696.231943
  nChanged 42
		SP:Iteration 23Q (140281.360000 sec): 3 clusters
  Score: Raw -1180803.561531 + Penalty 3094.771399 = -1177708.790132
  nChanged 44
		SP:Iteration 24Q (140281.590000 sec): 3 clusters
  Score: Raw -1180817.063888 + Penalty 3094.771399 = -1177722.292489
  nChanged 43
		SP:Iteration 25Q (140281.760000 sec): 3 clusters
  Score: Raw -1180827.884421 + Penalty 3094.771399 = -1177733.113022
  nChanged 29
		SP:Iteration 26Q (140281.950000 sec): 3 clusters
  Score: Raw -1180833.813083 + Penalty 3094.771399 = -1177739.041684
  nChanged 19
		SP:Iteration 27Q (140282.130000 sec): 3 clusters
  Score: Raw -1180839.204992 + Penalty 3094.771399 = -1177744.433593
  nChanged 18
		SP:Iteration 28Q (140282.330000 sec): 3 clusters
  Score: Raw -1180842.847309 + Penalty 3094.771399 = -1177748.075910
  nChanged 17
		SP:Iteration 29Q (140282.530000 sec): 3 clusters
  Score: Raw -1180846.262041 + Penalty 3094.771399 = -1177751.490642
  nChanged 16
		SP:Iteration 30Q (140282.720000 sec): 3 clusters
  Score: Raw -1180849.507686 + Penalty 3094.771399 = -1177754.736287
  nChanged 18
		SP:Iteration 31Q (140282.900000 sec): 3 clusters
  Score: Raw -1180853.761855 + Penalty 3094.771399 = -1177758.990456
  nChanged 20
		SP:Iteration 32Q (140283.110000 sec): 3 clusters
  Score: Raw -1180857.603526 + Penalty 3094.771399 = -1177762.832127
  nChanged 12
		SP:Iteration 33Q (140283.280000 sec): 3 clusters
  Score: Raw -1180860.523475 + Penalty 3094.771399 = -1177765.752076
  nChanged 12
		SP:Iteration 34Q (140283.460000 sec): 3 clusters
  Score: Raw -1180863.235856 + Penalty 3094.771399 = -1177768.464458
  nChanged 19
		SP:Iteration 35Q (140283.640000 sec): 3 clusters
  Score: Raw -1180868.273906 + Penalty 3094.771399 = -1177773.502507
  nChanged 15
		SP:Iteration 36Q (140283.840000 sec): 3 clusters
  Score: Raw -1180871.267654 + Penalty 3094.771399 = -1177776.496255
  nChanged 11
		SP:Iteration 37Q (140284.020000 sec): 3 clusters
  Score: Raw -1180874.037943 + Penalty 3094.771399 = -1177779.266544
  nChanged 14
		SP:Iteration 38Q (140284.200000 sec): 3 clusters
  Score: Raw -1180876.726784 + Penalty 3094.771399 = -1177781.955385
  nChanged 15
		SP:Iteration 39Q (140284.410000 sec): 3 clusters
  Score: Raw -1180880.069154 + Penalty 3094.771399 = -1177785.297755
  nChanged 10
		SP:Iteration 40F (140284.590000 sec): 3 clusters
  Score: Raw -1180881.913799 + Penalty 3094.771399 = -1177787.142400
  nChanged 10
		SP:Iteration 41Q (140284.770000 sec): 3 clusters
  Score: Raw -1180883.733586 + Penalty 3094.771399 = -1177788.962187
  nChanged 10
		SP:Iteration 42Q (140284.950000 sec): 3 clusters
  Score: Raw -1180885.400071 + Penalty 3094.771399 = -1177790.628672
  nChanged 7
		SP:Iteration 43Q (140285.160000 sec): 3 clusters
  Score: Raw -1180886.634784 + Penalty 3094.771399 = -1177791.863385
  nChanged 6
		SP:Iteration 44Q (140285.330000 sec): 3 clusters
  Score: Raw -1180887.402993 + Penalty 3094.771399 = -1177792.631594
  nChanged 3
		SP:Iteration 45Q (140285.510000 sec): 3 clusters
  Score: Raw -1180887.706974 + Penalty 3094.771399 = -1177792.935575
  nChanged 1
		SP:Iteration 46Q (140285.690000 sec): 3 clusters
  Score: Raw -1180887.988266 + Penalty 3094.771399 = -1177793.216867
  nChanged 4
		SP:Iteration 47Q (140285.900000 sec): 3 clusters
  Score: Raw -1180888.680221 + Penalty 3094.771399 = -1177793.908822
  nChanged 1
		SP:Iteration 48Q (140286.100000 sec): 3 clusters
  Score: Raw -1180888.752474 + Penalty 3094.771399 = -1177793.981075
  nChanged 1
		SP:Iteration 49Q (140286.280000 sec): 3 clusters
  Score: Raw -1180888.803389 + Penalty 3094.771399 = -1177794.031990
  nChanged 1
		SP:Iteration 50Q (140286.460000 sec): 3 clusters
  Score: Raw -1180888.922756 + Penalty 3094.771399 = -1177794.151357
  nChanged 1
		SP:Iteration 51Q (140286.670000 sec): 3 clusters
  Score: Raw -1180889.051515 + Penalty 3094.771399 = -1177794.280116
  nChanged 1
		SP:Iteration 52Q (140286.880000 sec): 3 clusters
  Score: Raw -1180889.112831 + Penalty 3094.771399 = -1177794.341432
  nChanged 1
		SP:Iteration 53Q (140287.090000 sec): 3 clusters
  Score: Raw -1180889.162354 + Penalty 3094.771399 = -1177794.390955
  nChanged 0
		SP:Iteration 54F (140287.280000 sec): 3 clusters
  Score: Raw -1180889.162354 + Penalty 3094.771399 = -1177794.390955
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 55 (1546 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (140287.340000 sec): 2 clusters
  Score: Raw -122820.639223 + Penalty 1193.306762 = -121627.332460
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (140287.370000 sec): 3 clusters
  Score: Raw -122191.148150 + Penalty 2386.613524 = -119804.534626
  nChanged 526
		SP:Iteration 1F (140287.400000 sec): 3 clusters
  Score: Raw -122662.940888 + Penalty 2386.613524 = -120276.327364
  nChanged 144
		SP:Iteration 2F (140287.430000 sec): 3 clusters
  Score: Raw -122813.697034 + Penalty 2386.613524 = -120427.083510
  nChanged 89
		SP:Iteration 3F (140287.460000 sec): 3 clusters
  Score: Raw -122927.057459 + Penalty 2386.613524 = -120540.443934
  nChanged 67
		SP:Iteration 4Q (140287.490000 sec): 3 clusters
  Score: Raw -123010.349719 + Penalty 2386.613524 = -120623.736195
  nChanged 57
		SP:Iteration 5Q (140287.530000 sec): 3 clusters
  Score: Raw -123064.683414 + Penalty 2386.613524 = -120678.069889
  nChanged 41
		SP:Iteration 6Q (140287.560000 sec): 3 clusters
  Score: Raw -123115.498833 + Penalty 2386.613524 = -120728.885308
  nChanged 31
		SP:Iteration 7Q (140287.590000 sec): 3 clusters
  Score: Raw -123143.655222 + Penalty 2386.613524 = -120757.041698
  nChanged 33
		SP:Iteration 8Q (140287.610000 sec): 3 clusters
  Score: Raw -123180.430377 + Penalty 2386.613524 = -120793.816853
  nChanged 31
		SP:Iteration 9Q (140287.650000 sec): 3 clusters
  Score: Raw -123216.994353 + Penalty 2386.613524 = -120830.380828
  nChanged 32
		SP:Iteration 10Q (140287.670000 sec): 3 clusters
  Score: Raw -123245.685202 + Penalty 2386.613524 = -120859.071677
  nChanged 32
		SP:Iteration 11Q (140287.700000 sec): 3 clusters
  Score: Raw -123279.790942 + Penalty 2386.613524 = -120893.177418
  nChanged 33
		SP:Iteration 12Q (140287.730000 sec): 3 clusters
  Score: Raw -123322.874239 + Penalty 2386.613524 = -120936.260714
  nChanged 37
		SP:Iteration 13Q (140287.760000 sec): 3 clusters
  Score: Raw -123384.755718 + Penalty 2386.613524 = -120998.142194
  nChanged 33
		SP:Iteration 14Q (140287.790000 sec): 3 clusters
  Score: Raw -123437.931008 + Penalty 2386.613524 = -121051.317484
  nChanged 30
		SP:Iteration 15Q (140287.820000 sec): 3 clusters
  Score: Raw -123481.967432 + Penalty 2386.613524 = -121095.353908
  nChanged 18
		SP:Iteration 16Q (140287.850000 sec): 3 clusters
  Score: Raw -123503.346419 + Penalty 2386.613524 = -121116.732895
  nChanged 16
		SP:Iteration 17Q (140287.880000 sec): 3 clusters
  Score: Raw -123517.005485 + Penalty 2386.613524 = -121130.391961
  nChanged 12
		SP:Iteration 18Q (140287.910000 sec): 3 clusters
  Score: Raw -123523.860617 + Penalty 2386.613524 = -121137.247093
  nChanged 5
		SP:Iteration 19Q (140287.930000 sec): 3 clusters
  Score: Raw -123527.099927 + Penalty 2386.613524 = -121140.486403
  nChanged 3
		SP:Iteration 20F (140287.970000 sec): 3 clusters
  Score: Raw -123529.162727 + Penalty 2386.613524 = -121142.549203
  nChanged 4
		SP:Iteration 21Q (140287.990000 sec): 3 clusters
  Score: Raw -123534.956064 + Penalty 2386.613524 = -121148.342540
  nChanged 3
		SP:Iteration 22Q (140288.020000 sec): 3 clusters
  Score: Raw -123537.958068 + Penalty 2386.613524 = -121151.344544
  nChanged 4
		SP:Iteration 23Q (140288.050000 sec): 3 clusters
  Score: Raw -123541.595721 + Penalty 2386.613524 = -121154.982197
  nChanged 1
		SP:Iteration 24Q (140288.080000 sec): 3 clusters
  Score: Raw -123543.005283 + Penalty 2386.613524 = -121156.391759
  nChanged 3
		SP:Iteration 25Q (140288.110000 sec): 3 clusters
  Score: Raw -123544.069149 + Penalty 2386.613524 = -121157.455625
  nChanged 4
		SP:Iteration 26Q (140288.140000 sec): 3 clusters
  Score: Raw -123546.650702 + Penalty 2386.613524 = -121160.037178
  nChanged 4
		SP:Iteration 27Q (140288.170000 sec): 3 clusters
  Score: Raw -123548.872633 + Penalty 2386.613524 = -121162.259109
  nChanged 2
		SP:Iteration 28Q (140288.190000 sec): 3 clusters
  Score: Raw -123550.618329 + Penalty 2386.613524 = -121164.004805
  nChanged 2
		SP:Iteration 29Q (140288.220000 sec): 3 clusters
  Score: Raw -123552.114952 + Penalty 2386.613524 = -121165.501428
  nChanged 2
		SP:Iteration 30Q (140288.250000 sec): 3 clusters
  Score: Raw -123553.042305 + Penalty 2386.613524 = -121166.428781
  nChanged 2
		SP:Iteration 31Q (140288.280000 sec): 3 clusters
  Score: Raw -123553.715938 + Penalty 2386.613524 = -121167.102414
  nChanged 2
		SP:Iteration 32Q (140288.310000 sec): 3 clusters
  Score: Raw -123555.143167 + Penalty 2386.613524 = -121168.529643
  nChanged 1
		SP:Iteration 33Q (140288.340000 sec): 3 clusters
  Score: Raw -123555.632447 + Penalty 2386.613524 = -121169.018922
  nChanged 1
		SP:Iteration 34Q (140288.370000 sec): 3 clusters
  Score: Raw -123557.236634 + Penalty 2386.613524 = -121170.623110
  nChanged 0
		SP:Iteration 35F (140288.390000 sec): 3 clusters
  Score: Raw -123557.236634 + Penalty 2386.613524 = -121170.623110
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 56 (1401 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (140288.450000 sec): 2 clusters
  Score: Raw -99727.901438 + Penalty 1177.303001 = -98550.598437
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (140288.480000 sec): 3 clusters
  Score: Raw -99207.288337 + Penalty 2354.606003 = -96852.682334
  nChanged 466
		SP:Iteration 1F (140288.500000 sec): 3 clusters
  Score: Raw -99679.308291 + Penalty 2354.606003 = -97324.702288
  nChanged 155
		SP:Iteration 2F (140288.530000 sec): 3 clusters
  Score: Raw -99949.675955 + Penalty 2354.606003 = -97595.069952
  nChanged 115
		SP:Iteration 3F (140288.560000 sec): 3 clusters
  Score: Raw -100162.668763 + Penalty 2354.606003 = -97808.062761
  nChanged 90
		SP:Iteration 4F (140288.590000 sec): 3 clusters
  Score: Raw -100283.691701 + Penalty 2354.606003 = -97929.085699
  nChanged 57
		SP:Iteration 5Q (140288.610000 sec): 3 clusters
  Score: Raw -100353.207653 + Penalty 2354.606003 = -97998.601650
  nChanged 35
		SP:Iteration 6Q (140288.640000 sec): 3 clusters
  Score: Raw -100397.006681 + Penalty 2354.606003 = -98042.400678
  nChanged 23
		SP:Iteration 7Q (140288.660000 sec): 3 clusters
  Score: Raw -100428.979803 + Penalty 2354.606003 = -98074.373801
  nChanged 23
		SP:Iteration 8Q (140288.690000 sec): 3 clusters
  Score: Raw -100469.233295 + Penalty 2354.606003 = -98114.627293
  nChanged 24
		SP:Iteration 9Q (140288.710000 sec): 3 clusters
  Score: Raw -100492.023911 + Penalty 2354.606003 = -98137.417908
  nChanged 13
		SP:Iteration 10Q (140288.740000 sec): 3 clusters
  Score: Raw -100504.733702 + Penalty 2354.606003 = -98150.127700
  nChanged 17
		SP:Iteration 11Q (140288.770000 sec): 3 clusters
  Score: Raw -100533.404998 + Penalty 2354.606003 = -98178.798995
  nChanged 17
		SP:Iteration 12Q (140288.790000 sec): 3 clusters
  Score: Raw -100552.511556 + Penalty 2354.606003 = -98197.905554
  nChanged 8
		SP:Iteration 13Q (140288.820000 sec): 3 clusters
  Score: Raw -100559.919381 + Penalty 2354.606003 = -98205.313379
  nChanged 5
		SP:Iteration 14Q (140288.850000 sec): 3 clusters
  Score: Raw -100563.921578 + Penalty 2354.606003 = -98209.315576
  nChanged 3
		SP:Iteration 15Q (140288.870000 sec): 3 clusters
  Score: Raw -100571.070083 + Penalty 2354.606003 = -98216.464081
  nChanged 2
		SP:Iteration 16Q (140288.890000 sec): 3 clusters
  Score: Raw -100573.366995 + Penalty 2354.606003 = -98218.760992
  nChanged 2
		SP:Iteration 17Q (140288.920000 sec): 3 clusters
  Score: Raw -100574.557582 + Penalty 2354.606003 = -98219.951580
  nChanged 2
		SP:Iteration 18Q (140288.950000 sec): 3 clusters
  Score: Raw -100575.252008 + Penalty 2354.606003 = -98220.646006
  nChanged 0
		SP:Iteration 19F (140288.970000 sec): 3 clusters
  Score: Raw -100575.252008 + Penalty 2354.606003 = -98220.646006
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 57 (7126 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (140289.070000 sec): 2 clusters
  Score: Raw -605936.627524 + Penalty 1441.619619 = -604495.007905
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (140289.210000 sec): 3 clusters
  Score: Raw -602006.956227 + Penalty 2883.239238 = -599123.716990
  nChanged 2991
		SP:Iteration 1F (140289.320000 sec): 3 clusters
  Score: Raw -603696.342075 + Penalty 2883.239238 = -600813.102838
  nChanged 507
		SP:Iteration 2F (140289.430000 sec): 3 clusters
  Score: Raw -603964.965589 + Penalty 2883.239238 = -601081.726351
  nChanged 435
		SP:Iteration 3F (140289.540000 sec): 3 clusters
  Score: Raw -604185.548926 + Penalty 2883.239238 = -601302.309688
  nChanged 345
		SP:Iteration 4Q (140289.650000 sec): 3 clusters
  Score: Raw -604354.154435 + Penalty 2883.239238 = -601470.915197
  nChanged 336
		SP:Iteration 5Q (140289.770000 sec): 3 clusters
  Score: Raw -604537.201273 + Penalty 2883.239238 = -601653.962035
  nChanged 337
		SP:Iteration 6Q (140289.890000 sec): 3 clusters
  Score: Raw -604734.510948 + Penalty 2883.239238 = -601851.271711
  nChanged 343
		SP:Iteration 7Q (140290.000000 sec): 3 clusters
  Score: Raw -604939.928119 + Penalty 2883.239238 = -602056.688881
  nChanged 344
		SP:Iteration 8Q (140290.120000 sec): 3 clusters
  Score: Raw -605164.923407 + Penalty 2883.239238 = -602281.684170
  nChanged 299
		SP:Iteration 9Q (140290.230000 sec): 3 clusters
  Score: Raw -605375.513959 + Penalty 2883.239238 = -602492.274722
  nChanged 277
		SP:Iteration 10Q (140290.350000 sec): 3 clusters
  Score: Raw -605553.897681 + Penalty 2883.239238 = -602670.658444
  nChanged 213
		SP:Iteration 11Q (140290.470000 sec): 3 clusters
  Score: Raw -605696.636881 + Penalty 2883.239238 = -602813.397643
  nChanged 176
		SP:Iteration 12Q (140290.600000 sec): 3 clusters
  Score: Raw -605812.079476 + Penalty 2883.239238 = -602928.840239
  nChanged 136
		SP:Iteration 13Q (140290.720000 sec): 3 clusters
  Score: Raw -605896.211833 + Penalty 2883.239238 = -603012.972595
  nChanged 87
		SP:Iteration 14Q (140290.840000 sec): 3 clusters
  Score: Raw -605956.129870 + Penalty 2883.239238 = -603072.890632
  nChanged 85
		SP:Iteration 15Q (140290.970000 sec): 3 clusters
  Score: Raw -606010.350752 + Penalty 2883.239238 = -603127.111514
  nChanged 66
		SP:Iteration 16Q (140291.090000 sec): 3 clusters
  Score: Raw -606050.786577 + Penalty 2883.239238 = -603167.547339
  nChanged 61
		SP:Iteration 17Q (140291.210000 sec): 3 clusters
  Score: Raw -606095.190224 + Penalty 2883.239238 = -603211.950987
  nChanged 29
		SP:Iteration 18Q (140291.330000 sec): 3 clusters
  Score: Raw -606109.877122 + Penalty 2883.239238 = -603226.637884
  nChanged 21
		SP:Iteration 19Q (140291.440000 sec): 3 clusters
  Score: Raw -606119.857942 + Penalty 2883.239238 = -603236.618704
  nChanged 18
		SP:Iteration 20F (140291.560000 sec): 3 clusters
  Score: Raw -606132.542668 + Penalty 2883.239238 = -603249.303430
  nChanged 14
		SP:Iteration 21Q (140291.680000 sec): 3 clusters
  Score: Raw -606143.709980 + Penalty 2883.239238 = -603260.470742
  nChanged 15
		SP:Iteration 22Q (140291.800000 sec): 3 clusters
  Score: Raw -606152.577689 + Penalty 2883.239238 = -603269.338452
  nChanged 8
		SP:Iteration 23Q (140291.920000 sec): 3 clusters
  Score: Raw -606156.727718 + Penalty 2883.239238 = -603273.488481
  nChanged 4
		SP:Iteration 24Q (140292.040000 sec): 3 clusters
  Score: Raw -606159.973531 + Penalty 2883.239238 = -603276.734294
  nChanged 5
		SP:Iteration 25Q (140292.150000 sec): 3 clusters
  Score: Raw -606164.131046 + Penalty 2883.239238 = -603280.891808
  nChanged 2
		SP:Iteration 26Q (140292.270000 sec): 3 clusters
  Score: Raw -606165.451477 + Penalty 2883.239238 = -603282.212239
  nChanged 3
		SP:Iteration 27Q (140292.390000 sec): 3 clusters
  Score: Raw -606167.173508 + Penalty 2883.239238 = -603283.934270
  nChanged 4
		SP:Iteration 28Q (140292.510000 sec): 3 clusters
  Score: Raw -606168.182352 + Penalty 2883.239238 = -603284.943114
  nChanged 2
		SP:Iteration 29Q (140292.640000 sec): 3 clusters
  Score: Raw -606168.960582 + Penalty 2883.239238 = -603285.721344
  nChanged 1
		SP:Iteration 30Q (140292.760000 sec): 3 clusters
  Score: Raw -606169.649258 + Penalty 2883.239238 = -603286.410021
  nChanged 2
		SP:Iteration 31Q (140292.880000 sec): 3 clusters
  Score: Raw -606170.946168 + Penalty 2883.239238 = -603287.706930
  nChanged 2
		SP:Iteration 32Q (140293.000000 sec): 3 clusters
  Score: Raw -606172.124607 + Penalty 2883.239238 = -603288.885370
  nChanged 0
		SP:Iteration 33F (140293.120000 sec): 3 clusters
  Score: Raw -606172.124607 + Penalty 2883.239238 = -603288.885370
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 58 (3185 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (140293.200000 sec): 2 clusters
  Score: Raw -249831.826532 + Penalty 1310.758730 = -248521.067802
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (140293.260000 sec): 3 clusters
  Score: Raw -248355.405734 + Penalty 2621.517460 = -245733.888275
  nChanged 1242
		SP:Iteration 1F (140293.330000 sec): 3 clusters
  Score: Raw -249366.670462 + Penalty 2621.517460 = -246745.153002
  nChanged 336
		SP:Iteration 2F (140293.390000 sec): 3 clusters
  Score: Raw -249692.110346 + Penalty 2621.517460 = -247070.592886
  nChanged 204
		SP:Iteration 3F (140293.450000 sec): 3 clusters
  Score: Raw -249819.087928 + Penalty 2621.517460 = -247197.570468
  nChanged 126
		SP:Iteration 4Q (140293.500000 sec): 3 clusters
  Score: Raw -249904.299415 + Penalty 2621.517460 = -247282.781955
  nChanged 97
		SP:Iteration 5Q (140293.560000 sec): 3 clusters
  Score: Raw -249956.549409 + Penalty 2621.517460 = -247335.031950
  nChanged 69
		SP:Iteration 6Q (140293.620000 sec): 3 clusters
  Score: Raw -249990.933425 + Penalty 2621.517460 = -247369.415965
  nChanged 41
		SP:Iteration 7Q (140293.680000 sec): 3 clusters
  Score: Raw -250011.469513 + Penalty 2621.517460 = -247389.952053
  nChanged 39
		SP:Iteration 8Q (140293.740000 sec): 3 clusters
  Score: Raw -250030.805250 + Penalty 2621.517460 = -247409.287790
  nChanged 29
		SP:Iteration 9Q (140293.800000 sec): 3 clusters
  Score: Raw -250049.208753 + Penalty 2621.517460 = -247427.691293
  nChanged 29
		SP:Iteration 10Q (140293.860000 sec): 3 clusters
  Score: Raw -250063.545268 + Penalty 2621.517460 = -247442.027808
  nChanged 36
		SP:Iteration 11Q (140293.920000 sec): 3 clusters
  Score: Raw -250082.895955 + Penalty 2621.517460 = -247461.378495
  nChanged 35
		SP:Iteration 12Q (140293.980000 sec): 3 clusters
  Score: Raw -250101.410098 + Penalty 2621.517460 = -247479.892639
  nChanged 39
		SP:Iteration 13Q (140294.040000 sec): 3 clusters
  Score: Raw -250120.443517 + Penalty 2621.517460 = -247498.926057
  nChanged 28
		SP:Iteration 14Q (140294.100000 sec): 3 clusters
  Score: Raw -250131.433442 + Penalty 2621.517460 = -247509.915982
  nChanged 20
		SP:Iteration 15Q (140294.160000 sec): 3 clusters
  Score: Raw -250141.703085 + Penalty 2621.517460 = -247520.185625
  nChanged 16
		SP:Iteration 16Q (140294.220000 sec): 3 clusters
  Score: Raw -250148.187898 + Penalty 2621.517460 = -247526.670439
  nChanged 16
		SP:Iteration 17Q (140294.280000 sec): 3 clusters
  Score: Raw -250152.586046 + Penalty 2621.517460 = -247531.068587
  nChanged 8
		SP:Iteration 18Q (140294.340000 sec): 3 clusters
  Score: Raw -250155.297209 + Penalty 2621.517460 = -247533.779750
  nChanged 7
		SP:Iteration 19Q (140294.400000 sec): 3 clusters
  Score: Raw -250157.760429 + Penalty 2621.517460 = -247536.242969
  nChanged 4
		SP:Iteration 20F (140294.460000 sec): 3 clusters
  Score: Raw -250158.748053 + Penalty 2621.517460 = -247537.230593
  nChanged 4
		SP:Iteration 21Q (140294.520000 sec): 3 clusters
  Score: Raw -250159.772880 + Penalty 2621.517460 = -247538.255420
  nChanged 4
		SP:Iteration 22Q (140294.580000 sec): 3 clusters
  Score: Raw -250160.425402 + Penalty 2621.517460 = -247538.907943
  nChanged 0
		SP:Iteration 23F (140294.640000 sec): 3 clusters
  Score: Raw -250160.425402 + Penalty 2621.517460 = -247538.907943
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 59 (5662 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (140294.720000 sec): 2 clusters
  Score: Raw -516660.281062 + Penalty 1404.249026 = -515256.032036
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (140294.820000 sec): 3 clusters
  Score: Raw -513635.163893 + Penalty 2808.498051 = -510826.665842
  nChanged 2314
		SP:Iteration 1F (140294.920000 sec): 3 clusters
  Score: Raw -514864.847684 + Penalty 2808.498051 = -512056.349633
  nChanged 361
		SP:Iteration 2F (140295.020000 sec): 3 clusters
  Score: Raw -515023.675348 + Penalty 2808.498051 = -512215.177297
  nChanged 279
		SP:Iteration 3Q (140295.120000 sec): 3 clusters
  Score: Raw -515120.265116 + Penalty 2808.498051 = -512311.767065
  nChanged 184
		SP:Iteration 4Q (140295.220000 sec): 3 clusters
  Score: Raw -515180.417515 + Penalty 2808.498051 = -512371.919463
  nChanged 138
		SP:Iteration 5Q (140295.330000 sec): 3 clusters
  Score: Raw -515230.286794 + Penalty 2808.498051 = -512421.788743
  nChanged 123
		SP:Iteration 6Q (140295.430000 sec): 3 clusters
  Score: Raw -515267.194419 + Penalty 2808.498051 = -512458.696367
  nChanged 96
		SP:Iteration 7Q (140295.530000 sec): 3 clusters
  Score: Raw -515294.561299 + Penalty 2808.498051 = -512486.063248
  nChanged 83
		SP:Iteration 8Q (140295.630000 sec): 3 clusters
  Score: Raw -515315.990236 + Penalty 2808.498051 = -512507.492185
  nChanged 82
		SP:Iteration 9Q (140295.730000 sec): 3 clusters
  Score: Raw -515337.725420 + Penalty 2808.498051 = -512529.227369
  nChanged 71
		SP:Iteration 10Q (140295.840000 sec): 3 clusters
  Score: Raw -515356.274264 + Penalty 2808.498051 = -512547.776213
  nChanged 74
		SP:Iteration 11Q (140295.940000 sec): 3 clusters
  Score: Raw -515378.672435 + Penalty 2808.498051 = -512570.174384
  nChanged 79
		SP:Iteration 12Q (140296.040000 sec): 3 clusters
  Score: Raw -515399.065571 + Penalty 2808.498051 = -512590.567520
  nChanged 83
		SP:Iteration 13Q (140296.140000 sec): 3 clusters
  Score: Raw -515415.846733 + Penalty 2808.498051 = -512607.348681
  nChanged 54
		SP:Iteration 14Q (140296.240000 sec): 3 clusters
  Score: Raw -515427.770654 + Penalty 2808.498051 = -512619.272603
  nChanged 55
		SP:Iteration 15Q (140296.340000 sec): 3 clusters
  Score: Raw -515441.518627 + Penalty 2808.498051 = -512633.020576
  nChanged 66
		SP:Iteration 16Q (140296.440000 sec): 3 clusters
  Score: Raw -515458.769318 + Penalty 2808.498051 = -512650.271267
  nChanged 65
		SP:Iteration 17Q (140296.540000 sec): 3 clusters
  Score: Raw -515476.369982 + Penalty 2808.498051 = -512667.871930
  nChanged 59
		SP:Iteration 18Q (140296.640000 sec): 3 clusters
  Score: Raw -515490.382667 + Penalty 2808.498051 = -512681.884616
  nChanged 58
		SP:Iteration 19Q (140296.750000 sec): 3 clusters
  Score: Raw -515502.138892 + Penalty 2808.498051 = -512693.640840
  nChanged 50
		SP:Iteration 20F (140296.850000 sec): 3 clusters
  Score: Raw -515513.570856 + Penalty 2808.498051 = -512705.072805
  nChanged 51
		SP:Iteration 21Q (140296.950000 sec): 3 clusters
  Score: Raw -515526.207464 + Penalty 2808.498051 = -512717.709413
  nChanged 54
		SP:Iteration 22Q (140297.050000 sec): 3 clusters
  Score: Raw -515537.513556 + Penalty 2808.498051 = -512729.015505
  nChanged 41
		SP:Iteration 23Q (140297.150000 sec): 3 clusters
  Score: Raw -515545.116986 + Penalty 2808.498051 = -512736.618935
  nChanged 36
		SP:Iteration 24Q (140297.250000 sec): 3 clusters
  Score: Raw -515550.724437 + Penalty 2808.498051 = -512742.226385
  nChanged 30
		SP:Iteration 25Q (140297.360000 sec): 3 clusters
  Score: Raw -515555.861492 + Penalty 2808.498051 = -512747.363441
  nChanged 33
		SP:Iteration 26Q (140297.460000 sec): 3 clusters
  Score: Raw -515561.405029 + Penalty 2808.498051 = -512752.906978
  nChanged 26
		SP:Iteration 27Q (140297.560000 sec): 3 clusters
  Score: Raw -515565.556305 + Penalty 2808.498051 = -512757.058254
  nChanged 31
		SP:Iteration 28Q (140297.660000 sec): 3 clusters
  Score: Raw -515571.923741 + Penalty 2808.498051 = -512763.425690
  nChanged 40
		SP:Iteration 29Q (140297.760000 sec): 3 clusters
  Score: Raw -515581.821777 + Penalty 2808.498051 = -512773.323725
  nChanged 36
		SP:Iteration 30Q (140297.860000 sec): 3 clusters
  Score: Raw -515589.820711 + Penalty 2808.498051 = -512781.322659
  nChanged 47
		SP:Iteration 31Q (140297.960000 sec): 3 clusters
  Score: Raw -515599.892807 + Penalty 2808.498051 = -512791.394756
  nChanged 38
		SP:Iteration 32Q (140298.060000 sec): 3 clusters
  Score: Raw -515608.322590 + Penalty 2808.498051 = -512799.824539
  nChanged 42
		SP:Iteration 33Q (140298.170000 sec): 3 clusters
  Score: Raw -515619.722737 + Penalty 2808.498051 = -512811.224685
  nChanged 54
		SP:Iteration 34Q (140298.270000 sec): 3 clusters
  Score: Raw -515634.760676 + Penalty 2808.498051 = -512826.262625
  nChanged 52
		SP:Iteration 35Q (140298.370000 sec): 3 clusters
  Score: Raw -515648.062114 + Penalty 2808.498051 = -512839.564062
  nChanged 46
		SP:Iteration 36Q (140298.470000 sec): 3 clusters
  Score: Raw -515659.045995 + Penalty 2808.498051 = -512850.547943
  nChanged 40
		SP:Iteration 37Q (140298.570000 sec): 3 clusters
  Score: Raw -515667.981952 + Penalty 2808.498051 = -512859.483900
  nChanged 33
		SP:Iteration 38Q (140298.670000 sec): 3 clusters
  Score: Raw -515675.176346 + Penalty 2808.498051 = -512866.678295
  nChanged 42
		SP:Iteration 39Q (140298.770000 sec): 3 clusters
  Score: Raw -515686.345691 + Penalty 2808.498051 = -512877.847640
  nChanged 53
		SP:Iteration 40F (140298.870000 sec): 3 clusters
  Score: Raw -515699.485009 + Penalty 2808.498051 = -512890.986958
  nChanged 61
		SP:Iteration 41Q (140298.970000 sec): 3 clusters
  Score: Raw -515716.358949 + Penalty 2808.498051 = -512907.860897
  nChanged 64
		SP:Iteration 42Q (140299.080000 sec): 3 clusters
  Score: Raw -515737.226881 + Penalty 2808.498051 = -512928.728829
  nChanged 80
		SP:Iteration 43Q (140299.180000 sec): 3 clusters
  Score: Raw -515765.516237 + Penalty 2808.498051 = -512957.018185
  nChanged 82
		SP:Iteration 44Q (140299.280000 sec): 3 clusters
  Score: Raw -515793.809883 + Penalty 2808.498051 = -512985.311831
  nChanged 83
		SP:Iteration 45Q (140299.380000 sec): 3 clusters
  Score: Raw -515824.083437 + Penalty 2808.498051 = -513015.585385
  nChanged 86
		SP:Iteration 46Q (140299.480000 sec): 3 clusters
  Score: Raw -515856.909596 + Penalty 2808.498051 = -513048.411545
  nChanged 86
		SP:Iteration 47Q (140299.580000 sec): 3 clusters
  Score: Raw -515892.860513 + Penalty 2808.498051 = -513084.362462
  nChanged 103
		SP:Iteration 48Q (140299.680000 sec): 3 clusters
  Score: Raw -515941.864873 + Penalty 2808.498051 = -513133.366822
  nChanged 125
		SP:Iteration 49Q (140299.780000 sec): 3 clusters
  Score: Raw -516007.050547 + Penalty 2808.498051 = -513198.552496
  nChanged 130
		SP:Iteration 50Q (140299.880000 sec): 3 clusters
  Score: Raw -516080.644137 + Penalty 2808.498051 = -513272.146085
  nChanged 131
		SP:Iteration 51Q (140299.980000 sec): 3 clusters
  Score: Raw -516158.004653 + Penalty 2808.498051 = -513349.506602
  nChanged 130
		SP:Iteration 52Q (140300.080000 sec): 3 clusters
  Score: Raw -516237.049960 + Penalty 2808.498051 = -513428.551909
  nChanged 122
		SP:Iteration 53Q (140300.180000 sec): 3 clusters
  Score: Raw -516329.306917 + Penalty 2808.498051 = -513520.808866
  nChanged 129
		SP:Iteration 54Q (140300.280000 sec): 3 clusters
  Score: Raw -516433.553360 + Penalty 2808.498051 = -513625.055308
  nChanged 90
		SP:Iteration 55Q (140300.380000 sec): 3 clusters
  Score: Raw -516500.442001 + Penalty 2808.498051 = -513691.943950
  nChanged 67
		SP:Iteration 56Q (140300.480000 sec): 3 clusters
  Score: Raw -516555.692131 + Penalty 2808.498051 = -513747.194080
  nChanged 68
		SP:Iteration 57Q (140300.580000 sec): 3 clusters
  Score: Raw -516608.370706 + Penalty 2808.498051 = -513799.872654
  nChanged 50
		SP:Iteration 58Q (140300.680000 sec): 3 clusters
  Score: Raw -516644.061895 + Penalty 2808.498051 = -513835.563844
  nChanged 44
		SP:Iteration 59Q (140300.780000 sec): 3 clusters
  Score: Raw -516682.034227 + Penalty 2808.498051 = -513873.536176
  nChanged 36
		SP:Iteration 60F (140300.870000 sec): 3 clusters
  Score: Raw -516712.543061 + Penalty 2808.498051 = -513904.045009
  nChanged 23
		SP:Iteration 61Q (140300.970000 sec): 3 clusters
  Score: Raw -516733.111860 + Penalty 2808.498051 = -513924.613809
  nChanged 22
		SP:Iteration 62Q (140301.060000 sec): 3 clusters
  Score: Raw -516751.335199 + Penalty 2808.498051 = -513942.837148
  nChanged 11
		SP:Iteration 63Q (140301.160000 sec): 3 clusters
  Score: Raw -516762.957653 + Penalty 2808.498051 = -513954.459602
  nChanged 9
		SP:Iteration 64Q (140301.260000 sec): 3 clusters
  Score: Raw -516768.813299 + Penalty 2808.498051 = -513960.315247
  nChanged 10
		SP:Iteration 65Q (140301.350000 sec): 3 clusters
  Score: Raw -516773.901891 + Penalty 2808.498051 = -513965.403839
  nChanged 5
		SP:Iteration 66Q (140301.440000 sec): 3 clusters
  Score: Raw -516776.980760 + Penalty 2808.498051 = -513968.482709
  nChanged 2
		SP:Iteration 67Q (140301.540000 sec): 3 clusters
  Score: Raw -516779.542714 + Penalty 2808.498051 = -513971.044663
  nChanged 1
		SP:Iteration 68Q (140301.630000 sec): 3 clusters
  Score: Raw -516780.880763 + Penalty 2808.498051 = -513972.382712
  nChanged 5
		SP:Iteration 69Q (140301.730000 sec): 3 clusters
  Score: Raw -516786.694458 + Penalty 2808.498051 = -513978.196406
  nChanged 8
		SP:Iteration 70Q (140301.820000 sec): 3 clusters
  Score: Raw -516795.472611 + Penalty 2808.498051 = -513986.974560
  nChanged 6
		SP:Iteration 71Q (140301.920000 sec): 3 clusters
  Score: Raw -516801.431282 + Penalty 2808.498051 = -513992.933231
  nChanged 1
		SP:Iteration 72Q (140302.010000 sec): 3 clusters
  Score: Raw -516801.949578 + Penalty 2808.498051 = -513993.451526
  nChanged 2
		SP:Iteration 73Q (140302.100000 sec): 3 clusters
  Score: Raw -516804.438745 + Penalty 2808.498051 = -513995.940694
  nChanged 4
		SP:Iteration 74Q (140302.200000 sec): 3 clusters
  Score: Raw -516809.914708 + Penalty 2808.498051 = -514001.416657
  nChanged 6
		SP:Iteration 75Q (140302.290000 sec): 3 clusters
  Score: Raw -516819.545522 + Penalty 2808.498051 = -514011.047470
  nChanged 3
		SP:Iteration 76Q (140302.380000 sec): 3 clusters
  Score: Raw -516822.804896 + Penalty 2808.498051 = -514014.306844
  nChanged 3
		SP:Iteration 77Q (140302.480000 sec): 3 clusters
  Score: Raw -516825.456462 + Penalty 2808.498051 = -514016.958411
  nChanged 3
		SP:Iteration 78Q (140302.570000 sec): 3 clusters
  Score: Raw -516829.291665 + Penalty 2808.498051 = -514020.793614
  nChanged 1
		SP:Iteration 79Q (140302.660000 sec): 3 clusters
  Score: Raw -516829.813530 + Penalty 2808.498051 = -514021.315478
  nChanged 2
		SP:Iteration 80F (140302.760000 sec): 3 clusters
  Score: Raw -516831.268086 + Penalty 2808.498051 = -514022.770035
  nChanged 1
		SP:Iteration 81Q (140302.850000 sec): 3 clusters
  Score: Raw -516832.766956 + Penalty 2808.498051 = -514024.268905
  nChanged 2
		SP:Iteration 82Q (140302.940000 sec): 3 clusters
  Score: Raw -516835.890980 + Penalty 2808.498051 = -514027.392929
  nChanged 0
		SP:Iteration 83F (140303.040000 sec): 3 clusters
  Score: Raw -516835.890980 + Penalty 2808.498051 = -514027.392929
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 60 (1464 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (140303.100000 sec): 2 clusters
  Score: Raw -109280.327445 + Penalty 1184.450750 = -108095.876695
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (140303.130000 sec): 3 clusters
  Score: Raw -108728.058415 + Penalty 2368.901501 = -106359.156914
  nChanged 502
		SP:Iteration 1F (140303.160000 sec): 3 clusters
  Score: Raw -109123.760545 + Penalty 2368.901501 = -106754.859044
  nChanged 132
		SP:Iteration 2F (140303.190000 sec): 3 clusters
  Score: Raw -109252.087447 + Penalty 2368.901501 = -106883.185946
  nChanged 79
		SP:Iteration 3F (140303.220000 sec): 3 clusters
  Score: Raw -109333.833330 + Penalty 2368.901501 = -106964.931829
  nChanged 56
		SP:Iteration 4Q (140303.240000 sec): 3 clusters
  Score: Raw -109385.739002 + Penalty 2368.901501 = -107016.837501
  nChanged 34
		SP:Iteration 5Q (140303.270000 sec): 3 clusters
  Score: Raw -109418.784423 + Penalty 2368.901501 = -107049.882922
  nChanged 22
		SP:Iteration 6Q (140303.300000 sec): 3 clusters
  Score: Raw -109437.559544 + Penalty 2368.901501 = -107068.658043
  nChanged 23
		SP:Iteration 7Q (140303.330000 sec): 3 clusters
  Score: Raw -109451.992718 + Penalty 2368.901501 = -107083.091218
  nChanged 19
		SP:Iteration 8Q (140303.360000 sec): 3 clusters
  Score: Raw -109463.559422 + Penalty 2368.901501 = -107094.657921
  nChanged 14
		SP:Iteration 9Q (140303.380000 sec): 3 clusters
  Score: Raw -109476.240494 + Penalty 2368.901501 = -107107.338993
  nChanged 20
		SP:Iteration 10Q (140303.410000 sec): 3 clusters
  Score: Raw -109491.225981 + Penalty 2368.901501 = -107122.324481
  nChanged 18
		SP:Iteration 11Q (140303.440000 sec): 3 clusters
  Score: Raw -109504.768516 + Penalty 2368.901501 = -107135.867015
  nChanged 16
		SP:Iteration 12Q (140303.470000 sec): 3 clusters
  Score: Raw -109517.703360 + Penalty 2368.901501 = -107148.801860
  nChanged 19
		SP:Iteration 13Q (140303.500000 sec): 3 clusters
  Score: Raw -109534.580101 + Penalty 2368.901501 = -107165.678601
  nChanged 13
		SP:Iteration 14Q (140303.530000 sec): 3 clusters
  Score: Raw -109544.828014 + Penalty 2368.901501 = -107175.926513
  nChanged 9
		SP:Iteration 15Q (140303.560000 sec): 3 clusters
  Score: Raw -109553.813963 + Penalty 2368.901501 = -107184.912463
  nChanged 10
		SP:Iteration 16Q (140303.590000 sec): 3 clusters
  Score: Raw -109561.464638 + Penalty 2368.901501 = -107192.563137
  nChanged 8
		SP:Iteration 17Q (140303.610000 sec): 3 clusters
  Score: Raw -109570.931692 + Penalty 2368.901501 = -107202.030191
  nChanged 13
		SP:Iteration 18Q (140303.640000 sec): 3 clusters
  Score: Raw -109582.492703 + Penalty 2368.901501 = -107213.591203
  nChanged 16
		SP:Iteration 19Q (140303.670000 sec): 3 clusters
  Score: Raw -109601.149312 + Penalty 2368.901501 = -107232.247811
  nChanged 18
		SP:Iteration 20F (140303.700000 sec): 3 clusters
  Score: Raw -109616.189059 + Penalty 2368.901501 = -107247.287559
  nChanged 12
		SP:Iteration 21Q (140303.730000 sec): 3 clusters
  Score: Raw -109629.295236 + Penalty 2368.901501 = -107260.393736
  nChanged 18
		SP:Iteration 22Q (140303.750000 sec): 3 clusters
  Score: Raw -109639.336414 + Penalty 2368.901501 = -107270.434913
  nChanged 10
		SP:Iteration 23Q (140303.780000 sec): 3 clusters
  Score: Raw -109647.381805 + Penalty 2368.901501 = -107278.480305
  nChanged 9
		SP:Iteration 24Q (140303.810000 sec): 3 clusters
  Score: Raw -109654.904775 + Penalty 2368.901501 = -107286.003275
  nChanged 5
		SP:Iteration 25Q (140303.830000 sec): 3 clusters
  Score: Raw -109660.278276 + Penalty 2368.901501 = -107291.376776
  nChanged 2
		SP:Iteration 26Q (140303.860000 sec): 3 clusters
  Score: Raw -109661.748357 + Penalty 2368.901501 = -107292.846856
  nChanged 5
		SP:Iteration 27Q (140303.890000 sec): 3 clusters
  Score: Raw -109665.690435 + Penalty 2368.901501 = -107296.788935
  nChanged 4
		SP:Iteration 28Q (140303.920000 sec): 3 clusters
  Score: Raw -109669.278419 + Penalty 2368.901501 = -107300.376919
  nChanged 5
		SP:Iteration 29Q (140303.950000 sec): 3 clusters
  Score: Raw -109671.921050 + Penalty 2368.901501 = -107303.019549
  nChanged 4
		SP:Iteration 30Q (140303.970000 sec): 3 clusters
  Score: Raw -109674.983261 + Penalty 2368.901501 = -107306.081760
  nChanged 6
		SP:Iteration 31Q (140304.000000 sec): 3 clusters
  Score: Raw -109679.876000 + Penalty 2368.901501 = -107310.974500
  nChanged 9
		SP:Iteration 32Q (140304.030000 sec): 3 clusters
  Score: Raw -109686.118517 + Penalty 2368.901501 = -107317.217017
  nChanged 7
		SP:Iteration 33Q (140304.060000 sec): 3 clusters
  Score: Raw -109691.020970 + Penalty 2368.901501 = -107322.119470
  nChanged 7
		SP:Iteration 34Q (140304.090000 sec): 3 clusters
  Score: Raw -109695.348289 + Penalty 2368.901501 = -107326.446788
  nChanged 6
		SP:Iteration 35Q (140304.110000 sec): 3 clusters
  Score: Raw -109699.533952 + Penalty 2368.901501 = -107330.632451
  nChanged 5
		SP:Iteration 36Q (140304.140000 sec): 3 clusters
  Score: Raw -109703.238909 + Penalty 2368.901501 = -107334.337408
  nChanged 6
		SP:Iteration 37Q (140304.170000 sec): 3 clusters
  Score: Raw -109707.292892 + Penalty 2368.901501 = -107338.391391
  nChanged 8
		SP:Iteration 38Q (140304.190000 sec): 3 clusters
  Score: Raw -109710.328799 + Penalty 2368.901501 = -107341.427298
  nChanged 4
		SP:Iteration 39Q (140304.220000 sec): 3 clusters
  Score: Raw -109713.534741 + Penalty 2368.901501 = -107344.633240
  nChanged 4
		SP:Iteration 40F (140304.250000 sec): 3 clusters
  Score: Raw -109716.593728 + Penalty 2368.901501 = -107347.692227
  nChanged 4
		SP:Iteration 41Q (140304.280000 sec): 3 clusters
  Score: Raw -109719.290120 + Penalty 2368.901501 = -107350.388619
  nChanged 4
		SP:Iteration 42Q (140304.310000 sec): 3 clusters
  Score: Raw -109721.288621 + Penalty 2368.901501 = -107352.387121
  nChanged 2
		SP:Iteration 43Q (140304.330000 sec): 3 clusters
  Score: Raw -109722.669725 + Penalty 2368.901501 = -107353.768224
  nChanged 2
		SP:Iteration 44Q (140304.360000 sec): 3 clusters
  Score: Raw -109723.689541 + Penalty 2368.901501 = -107354.788040
  nChanged 2
		SP:Iteration 45Q (140304.390000 sec): 3 clusters
  Score: Raw -109724.418179 + Penalty 2368.901501 = -107355.516678
  nChanged 3
		SP:Iteration 46Q (140304.420000 sec): 3 clusters
  Score: Raw -109726.082541 + Penalty 2368.901501 = -107357.181041
  nChanged 2
		SP:Iteration 47Q (140304.440000 sec): 3 clusters
  Score: Raw -109726.647260 + Penalty 2368.901501 = -107357.745760
  nChanged 2
		SP:Iteration 48Q (140304.470000 sec): 3 clusters
  Score: Raw -109728.287030 + Penalty 2368.901501 = -107359.385529
  nChanged 3
		SP:Iteration 49Q (140304.500000 sec): 3 clusters
  Score: Raw -109729.220756 + Penalty 2368.901501 = -107360.319256
  nChanged 1
		SP:Iteration 50Q (140304.530000 sec): 3 clusters
  Score: Raw -109729.966047 + Penalty 2368.901501 = -107361.064547
  nChanged 2
		SP:Iteration 51Q (140304.550000 sec): 3 clusters
  Score: Raw -109731.234104 + Penalty 2368.901501 = -107362.332603
  nChanged 1
		SP:Iteration 52Q (140304.580000 sec): 3 clusters
  Score: Raw -109731.435689 + Penalty 2368.901501 = -107362.534188
  nChanged 0
		SP:Iteration 53F (140304.610000 sec): 3 clusters
  Score: Raw -109731.435689 + Penalty 2368.901501 = -107362.534188
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 61 (257 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (140304.640000 sec): 2 clusters
  Score: Raw -19033.290573 + Penalty 901.724864 = -18131.565709
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (140304.650000 sec): 3 clusters
  Score: Raw -19115.392301 + Penalty 1803.449728 = -17311.942573
  nChanged 46
		SP:Iteration 1F (140304.650000 sec): 3 clusters
  Score: Raw -19269.611048 + Penalty 1803.449728 = -17466.161320
  nChanged 12
		SP:Iteration 2Q (140304.660000 sec): 3 clusters
  Score: Raw -19315.342301 + Penalty 1803.449728 = -17511.892573
  nChanged 4
		SP:Iteration 3Q (140304.670000 sec): 3 clusters
  Score: Raw -19337.088847 + Penalty 1803.449728 = -17533.639120
  nChanged 2
		SP:Iteration 4Q (140304.670000 sec): 3 clusters
  Score: Raw -19346.599612 + Penalty 1803.449728 = -17543.149885
  nChanged 2
		SP:Iteration 5Q (140304.680000 sec): 3 clusters
  Score: Raw -19351.952168 + Penalty 1803.449728 = -17548.502441
  nChanged 2
		SP:Iteration 6Q (140304.680000 sec): 3 clusters
  Score: Raw -19360.451752 + Penalty 1803.449728 = -17557.002024
  nChanged 1
		SP:Iteration 7Q (140304.690000 sec): 3 clusters
  Score: Raw -19361.741195 + Penalty 1803.449728 = -17558.291468
  nChanged 2
		SP:Iteration 8Q (140304.690000 sec): 3 clusters
  Score: Raw -19367.069687 + Penalty 1803.449728 = -17563.619960
  nChanged 1
		SP:Iteration 9Q (140304.700000 sec): 3 clusters
  Score: Raw -19370.150968 + Penalty 1803.449728 = -17566.701240
  nChanged 1
		SP:Iteration 10Q (140304.710000 sec): 3 clusters
  Score: Raw -19371.095036 + Penalty 1803.449728 = -17567.645308
  nChanged 0
		SP:Iteration 11F (140304.710000 sec): 3 clusters
  Score: Raw -19371.095036 + Penalty 1803.449728 = -17567.645308
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 62 (1197 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (140304.760000 sec): 2 clusters
  Score: Raw -109252.515089 + Penalty 1151.730727 = -108100.784362
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (140304.790000 sec): 3 clusters
  Score: Raw -108884.333999 + Penalty 2303.461454 = -106580.872544
  nChanged 379
		SP:Iteration 1F (140304.810000 sec): 3 clusters
  Score: Raw -109194.484602 + Penalty 2303.461454 = -106891.023147
  nChanged 81
		SP:Iteration 2F (140304.830000 sec): 3 clusters
  Score: Raw -109261.930259 + Penalty 2303.461454 = -106958.468805
  nChanged 36
		SP:Iteration 3Q (140304.860000 sec): 3 clusters
  Score: Raw -109299.192097 + Penalty 2303.461454 = -106995.730643
  nChanged 26
		SP:Iteration 4Q (140304.880000 sec): 3 clusters
  Score: Raw -109330.159532 + Penalty 2303.461454 = -107026.698078
  nChanged 34
		SP:Iteration 5Q (140304.910000 sec): 3 clusters
  Score: Raw -109371.176102 + Penalty 2303.461454 = -107067.714648
  nChanged 42
		SP:Iteration 6Q (140304.930000 sec): 3 clusters
  Score: Raw -109440.847706 + Penalty 2303.461454 = -107137.386252
  nChanged 40
		SP:Iteration 7Q (140304.950000 sec): 3 clusters
  Score: Raw -109511.866139 + Penalty 2303.461454 = -107208.404685
  nChanged 36
		SP:Iteration 8Q (140304.980000 sec): 3 clusters
  Score: Raw -109577.989384 + Penalty 2303.461454 = -107274.527930
  nChanged 43
		SP:Iteration 9Q (140305.000000 sec): 3 clusters
  Score: Raw -109617.297601 + Penalty 2303.461454 = -107313.836147
  nChanged 30
		SP:Iteration 10Q (140305.030000 sec): 3 clusters
  Score: Raw -109642.288657 + Penalty 2303.461454 = -107338.827202
  nChanged 20
		SP:Iteration 11Q (140305.050000 sec): 3 clusters
  Score: Raw -109661.443443 + Penalty 2303.461454 = -107357.981989
  nChanged 23
		SP:Iteration 12Q (140305.070000 sec): 3 clusters
  Score: Raw -109683.865602 + Penalty 2303.461454 = -107380.404147
  nChanged 18
		SP:Iteration 13Q (140305.090000 sec): 3 clusters
  Score: Raw -109704.583386 + Penalty 2303.461454 = -107401.121931
  nChanged 16
		SP:Iteration 14Q (140305.120000 sec): 3 clusters
  Score: Raw -109719.403885 + Penalty 2303.461454 = -107415.942430
  nChanged 13
		SP:Iteration 15Q (140305.140000 sec): 3 clusters
  Score: Raw -109734.778124 + Penalty 2303.461454 = -107431.316670
  nChanged 13
		SP:Iteration 16Q (140305.170000 sec): 3 clusters
  Score: Raw -109750.130460 + Penalty 2303.461454 = -107446.669005
  nChanged 18
		SP:Iteration 17Q (140305.190000 sec): 3 clusters
  Score: Raw -109777.414052 + Penalty 2303.461454 = -107473.952598
  nChanged 18
		SP:Iteration 18Q (140305.210000 sec): 3 clusters
  Score: Raw -109802.684626 + Penalty 2303.461454 = -107499.223172
  nChanged 16
		SP:Iteration 19Q (140305.230000 sec): 3 clusters
  Score: Raw -109821.820605 + Penalty 2303.461454 = -107518.359150
  nChanged 9
		SP:Iteration 20F (140305.260000 sec): 3 clusters
  Score: Raw -109833.434149 + Penalty 2303.461454 = -107529.972695
  nChanged 7
		SP:Iteration 21Q (140305.280000 sec): 3 clusters
  Score: Raw -109841.714100 + Penalty 2303.461454 = -107538.252646
  nChanged 8
		SP:Iteration 22Q (140305.310000 sec): 3 clusters
  Score: Raw -109851.130003 + Penalty 2303.461454 = -107547.668549
  nChanged 9
		SP:Iteration 23Q (140305.330000 sec): 3 clusters
  Score: Raw -109860.364305 + Penalty 2303.461454 = -107556.902850
  nChanged 5
		SP:Iteration 24Q (140305.350000 sec): 3 clusters
  Score: Raw -109865.331241 + Penalty 2303.461454 = -107561.869787
  nChanged 5
		SP:Iteration 25Q (140305.370000 sec): 3 clusters
  Score: Raw -109872.967346 + Penalty 2303.461454 = -107569.505892
  nChanged 3
		SP:Iteration 26Q (140305.400000 sec): 3 clusters
  Score: Raw -109877.951699 + Penalty 2303.461454 = -107574.490245
  nChanged 5
		SP:Iteration 27Q (140305.420000 sec): 3 clusters
  Score: Raw -109880.485245 + Penalty 2303.461454 = -107577.023791
  nChanged 0
		SP:Iteration 28F (140305.450000 sec): 3 clusters
  Score: Raw -109880.485245 + Penalty 2303.461454 = -107577.023791
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 63 (2453 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (140305.510000 sec): 2 clusters
  Score: Raw -201057.394866 + Penalty 1268.323395 = -199789.071471
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (140305.560000 sec): 3 clusters
  Score: Raw -199909.738062 + Penalty 2536.646789 = -197373.091273
  nChanged 923
		SP:Iteration 1F (140305.610000 sec): 3 clusters
  Score: Raw -200499.442026 + Penalty 2536.646789 = -197962.795237
  nChanged 197
		SP:Iteration 2F (140305.650000 sec): 3 clusters
  Score: Raw -200662.196206 + Penalty 2536.646789 = -198125.549417
  nChanged 134
		SP:Iteration 3F (140305.700000 sec): 3 clusters
  Score: Raw -200764.154069 + Penalty 2536.646789 = -198227.507280
  nChanged 115
		SP:Iteration 4Q (140305.750000 sec): 3 clusters
  Score: Raw -200837.103865 + Penalty 2536.646789 = -198300.457076
  nChanged 74
		SP:Iteration 5Q (140305.790000 sec): 3 clusters
  Score: Raw -200876.115813 + Penalty 2536.646789 = -198339.469024
  nChanged 59
		SP:Iteration 6Q (140305.840000 sec): 3 clusters
  Score: Raw -200912.131009 + Penalty 2536.646789 = -198375.484219
  nChanged 42
		SP:Iteration 7Q (140305.890000 sec): 3 clusters
  Score: Raw -200932.396411 + Penalty 2536.646789 = -198395.749622
  nChanged 32
		SP:Iteration 8Q (140305.930000 sec): 3 clusters
  Score: Raw -200952.829359 + Penalty 2536.646789 = -198416.182570
  nChanged 34
		SP:Iteration 9Q (140305.980000 sec): 3 clusters
  Score: Raw -200976.657317 + Penalty 2536.646789 = -198440.010527
  nChanged 36
		SP:Iteration 10Q (140306.030000 sec): 3 clusters
  Score: Raw -201001.101597 + Penalty 2536.646789 = -198464.454808
  nChanged 40
		SP:Iteration 11Q (140306.070000 sec): 3 clusters
  Score: Raw -201031.335102 + Penalty 2536.646789 = -198494.688313
  nChanged 40
		SP:Iteration 12Q (140306.120000 sec): 3 clusters
  Score: Raw -201059.934853 + Penalty 2536.646789 = -198523.288063
  nChanged 35
		SP:Iteration 13Q (140306.170000 sec): 3 clusters
  Score: Raw -201082.986638 + Penalty 2536.646789 = -198546.339849
  nChanged 43
		SP:Iteration 14Q (140306.210000 sec): 3 clusters
  Score: Raw -201112.549654 + Penalty 2536.646789 = -198575.902864
  nChanged 44
		SP:Iteration 15Q (140306.260000 sec): 3 clusters
  Score: Raw -201134.297856 + Penalty 2536.646789 = -198597.651066
  nChanged 27
		SP:Iteration 16Q (140306.310000 sec): 3 clusters
  Score: Raw -201146.285644 + Penalty 2536.646789 = -198609.638855
  nChanged 20
		SP:Iteration 17Q (140306.350000 sec): 3 clusters
  Score: Raw -201156.077191 + Penalty 2536.646789 = -198619.430402
  nChanged 22
		SP:Iteration 18Q (140306.400000 sec): 3 clusters
  Score: Raw -201165.005556 + Penalty 2536.646789 = -198628.358767
  nChanged 21
		SP:Iteration 19Q (140306.450000 sec): 3 clusters
  Score: Raw -201177.574559 + Penalty 2536.646789 = -198640.927769
  nChanged 19
		SP:Iteration 20F (140306.490000 sec): 3 clusters
  Score: Raw -201184.440462 + Penalty 2536.646789 = -198647.793672
  nChanged 16
		SP:Iteration 21Q (140306.540000 sec): 3 clusters
  Score: Raw -201191.662929 + Penalty 2536.646789 = -198655.016140
  nChanged 19
		SP:Iteration 22Q (140306.590000 sec): 3 clusters
  Score: Raw -201201.067159 + Penalty 2536.646789 = -198664.420370
  nChanged 18
		SP:Iteration 23Q (140306.630000 sec): 3 clusters
  Score: Raw -201209.172659 + Penalty 2536.646789 = -198672.525870
  nChanged 7
		SP:Iteration 24Q (140306.680000 sec): 3 clusters
  Score: Raw -201211.585177 + Penalty 2536.646789 = -198674.938387
  nChanged 7
		SP:Iteration 25Q (140306.730000 sec): 3 clusters
  Score: Raw -201213.427909 + Penalty 2536.646789 = -198676.781119
  nChanged 6
		SP:Iteration 26Q (140306.770000 sec): 3 clusters
  Score: Raw -201215.062325 + Penalty 2536.646789 = -198678.415535
  nChanged 8
		SP:Iteration 27Q (140306.820000 sec): 3 clusters
  Score: Raw -201219.508861 + Penalty 2536.646789 = -198682.862072
  nChanged 7
		SP:Iteration 28Q (140306.860000 sec): 3 clusters
  Score: Raw -201221.761431 + Penalty 2536.646789 = -198685.114642
  nChanged 4
		SP:Iteration 29Q (140306.910000 sec): 3 clusters
  Score: Raw -201222.805503 + Penalty 2536.646789 = -198686.158714
  nChanged 0
		SP:Iteration 30F (140306.950000 sec): 3 clusters
  Score: Raw -201222.805503 + Penalty 2536.646789 = -198686.158714
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 64 (2268 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (140307.020000 sec): 2 clusters
  Score: Raw -216735.952656 + Penalty 1255.581221 = -215480.371435
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (140307.070000 sec): 3 clusters
  Score: Raw -215679.069576 + Penalty 2511.162441 = -213167.907135
  nChanged 829
		SP:Iteration 1F (140307.110000 sec): 3 clusters
  Score: Raw -216211.625209 + Penalty 2511.162441 = -213700.462768
  nChanged 183
		SP:Iteration 2F (140307.150000 sec): 3 clusters
  Score: Raw -216333.114010 + Penalty 2511.162441 = -213821.951569
  nChanged 101
		SP:Iteration 3Q (140307.190000 sec): 3 clusters
  Score: Raw -216392.334441 + Penalty 2511.162441 = -213881.172000
  nChanged 63
		SP:Iteration 4Q (140307.240000 sec): 3 clusters
  Score: Raw -216429.707258 + Penalty 2511.162441 = -213918.544817
  nChanged 65
		SP:Iteration 5Q (140307.280000 sec): 3 clusters
  Score: Raw -216465.493233 + Penalty 2511.162441 = -213954.330792
  nChanged 52
		SP:Iteration 6Q (140307.330000 sec): 3 clusters
  Score: Raw -216495.252999 + Penalty 2511.162441 = -213984.090558
  nChanged 41
		SP:Iteration 7Q (140307.370000 sec): 3 clusters
  Score: Raw -216520.130088 + Penalty 2511.162441 = -214008.967646
  nChanged 26
		SP:Iteration 8Q (140307.410000 sec): 3 clusters
  Score: Raw -216533.922236 + Penalty 2511.162441 = -214022.759795
  nChanged 17
		SP:Iteration 9Q (140307.460000 sec): 3 clusters
  Score: Raw -216542.187779 + Penalty 2511.162441 = -214031.025338
  nChanged 18
		SP:Iteration 10Q (140307.500000 sec): 3 clusters
  Score: Raw -216550.465952 + Penalty 2511.162441 = -214039.303511
  nChanged 15
		SP:Iteration 11Q (140307.550000 sec): 3 clusters
  Score: Raw -216556.094123 + Penalty 2511.162441 = -214044.931682
  nChanged 7
		SP:Iteration 12Q (140307.590000 sec): 3 clusters
  Score: Raw -216559.157792 + Penalty 2511.162441 = -214047.995351
  nChanged 6
		SP:Iteration 13Q (140307.630000 sec): 3 clusters
  Score: Raw -216563.182609 + Penalty 2511.162441 = -214052.020168
  nChanged 14
		SP:Iteration 14Q (140307.680000 sec): 3 clusters
  Score: Raw -216572.617976 + Penalty 2511.162441 = -214061.455535
  nChanged 14
		SP:Iteration 15Q (140307.720000 sec): 3 clusters
  Score: Raw -216579.896784 + Penalty 2511.162441 = -214068.734343
  nChanged 9
		SP:Iteration 16Q (140307.770000 sec): 3 clusters
  Score: Raw -216584.419681 + Penalty 2511.162441 = -214073.257240
  nChanged 6
		SP:Iteration 17Q (140307.810000 sec): 3 clusters
  Score: Raw -216586.343754 + Penalty 2511.162441 = -214075.181313
  nChanged 7
		SP:Iteration 18Q (140307.850000 sec): 3 clusters
  Score: Raw -216589.275799 + Penalty 2511.162441 = -214078.113358
  nChanged 5
		SP:Iteration 19Q (140307.900000 sec): 3 clusters
  Score: Raw -216590.524855 + Penalty 2511.162441 = -214079.362414
  nChanged 2
		SP:Iteration 20F (140307.940000 sec): 3 clusters
  Score: Raw -216590.809260 + Penalty 2511.162441 = -214079.646819
  nChanged 1
		SP:Iteration 21Q (140307.990000 sec): 3 clusters
  Score: Raw -216591.281899 + Penalty 2511.162441 = -214080.119458
  nChanged 3
		SP:Iteration 22Q (140308.030000 sec): 3 clusters
  Score: Raw -216591.785092 + Penalty 2511.162441 = -214080.622650
  nChanged 3
		SP:Iteration 23Q (140308.070000 sec): 3 clusters
  Score: Raw -216593.063105 + Penalty 2511.162441 = -214081.900664
  nChanged 4
		SP:Iteration 24Q (140308.120000 sec): 3 clusters
  Score: Raw -216594.333310 + Penalty 2511.162441 = -214083.170869
  nChanged 2
		SP:Iteration 25Q (140308.160000 sec): 3 clusters
  Score: Raw -216594.702649 + Penalty 2511.162441 = -214083.540208
  nChanged 1
		SP:Iteration 26Q (140308.210000 sec): 3 clusters
  Score: Raw -216595.152740 + Penalty 2511.162441 = -214083.990299
  nChanged 1
		SP:Iteration 27Q (140308.250000 sec): 3 clusters
  Score: Raw -216595.236652 + Penalty 2511.162441 = -214084.074211
  nChanged 0
		SP:Iteration 28F (140308.290000 sec): 3 clusters
  Score: Raw -216595.236652 + Penalty 2511.162441 = -214084.074211
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 65 (8484 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (140308.390000 sec): 2 clusters
  Score: Raw -685656.317157 + Penalty 1469.964814 = -684186.352343
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (140308.530000 sec): 3 clusters
  Score: Raw -680973.056033 + Penalty 2939.929628 = -678033.126405
  nChanged 3656
		SP:Iteration 1F (140308.650000 sec): 3 clusters
  Score: Raw -683426.538959 + Penalty 2939.929628 = -680486.609332
  nChanged 795
		SP:Iteration 2F (140308.780000 sec): 3 clusters
  Score: Raw -684167.458944 + Penalty 2939.929628 = -681227.529317
  nChanged 690
		SP:Iteration 3F (140308.920000 sec): 3 clusters
  Score: Raw -684719.954818 + Penalty 2939.929628 = -681780.025190
  nChanged 515
		SP:Iteration 4F (140309.050000 sec): 3 clusters
  Score: Raw -685068.845673 + Penalty 2939.929628 = -682128.916045
  nChanged 414
		SP:Iteration 5Q (140309.200000 sec): 3 clusters
  Score: Raw -685300.319316 + Penalty 2939.929628 = -682360.389689
  nChanged 298
		SP:Iteration 6Q (140309.340000 sec): 3 clusters
  Score: Raw -685445.504121 + Penalty 2939.929628 = -682505.574493
  nChanged 220
		SP:Iteration 7Q (140309.500000 sec): 3 clusters
  Score: Raw -685535.266850 + Penalty 2939.929628 = -682595.337223
  nChanged 175
		SP:Iteration 8Q (140309.630000 sec): 3 clusters
  Score: Raw -685600.294255 + Penalty 2939.929628 = -682660.364628
  nChanged 137
		SP:Iteration 9Q (140309.760000 sec): 3 clusters
  Score: Raw -685636.229648 + Penalty 2939.929628 = -682696.300021
  nChanged 109
		SP:Iteration 10Q (140309.900000 sec): 3 clusters
  Score: Raw -685661.602922 + Penalty 2939.929628 = -682721.673294
  nChanged 82
		SP:Iteration 11Q (140310.040000 sec): 3 clusters
  Score: Raw -685685.989651 + Penalty 2939.929628 = -682746.060024
  nChanged 78
		SP:Iteration 12Q (140310.180000 sec): 3 clusters
  Score: Raw -685712.998551 + Penalty 2939.929628 = -682773.068923
  nChanged 73
		SP:Iteration 13Q (140310.320000 sec): 3 clusters
  Score: Raw -685732.394124 + Penalty 2939.929628 = -682792.464497
  nChanged 58
		SP:Iteration 14Q (140310.460000 sec): 3 clusters
  Score: Raw -685748.037189 + Penalty 2939.929628 = -682808.107561
  nChanged 69
		SP:Iteration 15Q (140310.590000 sec): 3 clusters
  Score: Raw -685766.156061 + Penalty 2939.929628 = -682826.226433
  nChanged 64
		SP:Iteration 16Q (140310.710000 sec): 3 clusters
  Score: Raw -685784.881171 + Penalty 2939.929628 = -682844.951543
  nChanged 66
		SP:Iteration 17Q (140310.850000 sec): 3 clusters
  Score: Raw -685803.208654 + Penalty 2939.929628 = -682863.279027
  nChanged 66
		SP:Iteration 18Q (140310.990000 sec): 3 clusters
  Score: Raw -685824.285891 + Penalty 2939.929628 = -682884.356264
  nChanged 88
		SP:Iteration 19Q (140311.130000 sec): 3 clusters
  Score: Raw -685855.738464 + Penalty 2939.929628 = -682915.808836
  nChanged 101
		SP:Iteration 20F (140311.270000 sec): 3 clusters
  Score: Raw -685897.158937 + Penalty 2939.929628 = -682957.229309
  nChanged 94
		SP:Iteration 21Q (140311.410000 sec): 3 clusters
  Score: Raw -685931.166519 + Penalty 2939.929628 = -682991.236891
  nChanged 86
		SP:Iteration 22Q (140311.550000 sec): 3 clusters
  Score: Raw -685967.307084 + Penalty 2939.929628 = -683027.377456
  nChanged 90
		SP:Iteration 23Q (140311.680000 sec): 3 clusters
  Score: Raw -686010.087664 + Penalty 2939.929628 = -683070.158036
  nChanged 85
		SP:Iteration 24Q (140311.810000 sec): 3 clusters
  Score: Raw -686043.712040 + Penalty 2939.929628 = -683103.782412
  nChanged 80
		SP:Iteration 25Q (140311.940000 sec): 3 clusters
  Score: Raw -686080.203992 + Penalty 2939.929628 = -683140.274364
  nChanged 67
		SP:Iteration 26Q (140312.070000 sec): 3 clusters
  Score: Raw -686104.777621 + Penalty 2939.929628 = -683164.847993
  nChanged 71
		SP:Iteration 27Q (140312.210000 sec): 3 clusters
  Score: Raw -686128.189312 + Penalty 2939.929628 = -683188.259684
  nChanged 67
		SP:Iteration 28Q (140312.350000 sec): 3 clusters
  Score: Raw -686147.453692 + Penalty 2939.929628 = -683207.524064
  nChanged 55
		SP:Iteration 29Q (140312.490000 sec): 3 clusters
  Score: Raw -686164.031188 + Penalty 2939.929628 = -683224.101560
  nChanged 45
		SP:Iteration 30Q (140312.630000 sec): 3 clusters
  Score: Raw -686176.901549 + Penalty 2939.929628 = -683236.971922
  nChanged 40
		SP:Iteration 31Q (140312.760000 sec): 3 clusters
  Score: Raw -686187.238721 + Penalty 2939.929628 = -683247.309093
  nChanged 36
		SP:Iteration 32Q (140312.890000 sec): 3 clusters
  Score: Raw -686195.648949 + Penalty 2939.929628 = -683255.719321
  nChanged 30
		SP:Iteration 33Q (140313.010000 sec): 3 clusters
  Score: Raw -686203.854464 + Penalty 2939.929628 = -683263.924837
  nChanged 28
		SP:Iteration 34Q (140313.140000 sec): 3 clusters
  Score: Raw -686210.796932 + Penalty 2939.929628 = -683270.867304
  nChanged 32
		SP:Iteration 35Q (140313.280000 sec): 3 clusters
  Score: Raw -686216.503753 + Penalty 2939.929628 = -683276.574126
  nChanged 29
		SP:Iteration 36Q (140313.410000 sec): 3 clusters
  Score: Raw -686220.488415 + Penalty 2939.929628 = -683280.558788
  nChanged 15
		SP:Iteration 37Q (140313.550000 sec): 3 clusters
  Score: Raw -686223.424745 + Penalty 2939.929628 = -683283.495117
  nChanged 17
		SP:Iteration 38Q (140313.690000 sec): 3 clusters
  Score: Raw -686226.922419 + Penalty 2939.929628 = -683286.992792
  nChanged 15
		SP:Iteration 39Q (140313.820000 sec): 3 clusters
  Score: Raw -686229.317335 + Penalty 2939.929628 = -683289.387708
  nChanged 16
		SP:Iteration 40F (140313.960000 sec): 3 clusters
  Score: Raw -686232.445053 + Penalty 2939.929628 = -683292.515425
  nChanged 15
		SP:Iteration 41Q (140314.090000 sec): 3 clusters
  Score: Raw -686235.943984 + Penalty 2939.929628 = -683296.014356
  nChanged 15
		SP:Iteration 42Q (140314.230000 sec): 3 clusters
  Score: Raw -686238.586803 + Penalty 2939.929628 = -683298.657175
  nChanged 20
		SP:Iteration 43Q (140314.360000 sec): 3 clusters
  Score: Raw -686243.075672 + Penalty 2939.929628 = -683303.146044
  nChanged 24
		SP:Iteration 44Q (140314.480000 sec): 3 clusters
  Score: Raw -686248.267938 + Penalty 2939.929628 = -683308.338310
  nChanged 23
		SP:Iteration 45Q (140314.610000 sec): 3 clusters
  Score: Raw -686252.556769 + Penalty 2939.929628 = -683312.627141
  nChanged 18
		SP:Iteration 46Q (140314.740000 sec): 3 clusters
  Score: Raw -686255.854048 + Penalty 2939.929628 = -683315.924421
  nChanged 18
		SP:Iteration 47Q (140314.880000 sec): 3 clusters
  Score: Raw -686258.823176 + Penalty 2939.929628 = -683318.893548
  nChanged 18
		SP:Iteration 48Q (140315.010000 sec): 3 clusters
  Score: Raw -686261.515925 + Penalty 2939.929628 = -683321.586297
  nChanged 11
		SP:Iteration 49Q (140315.150000 sec): 3 clusters
  Score: Raw -686263.435533 + Penalty 2939.929628 = -683323.505905
  nChanged 12
		SP:Iteration 50Q (140315.290000 sec): 3 clusters
  Score: Raw -686265.751174 + Penalty 2939.929628 = -683325.821547
  nChanged 15
		SP:Iteration 51Q (140315.420000 sec): 3 clusters
  Score: Raw -686267.887897 + Penalty 2939.929628 = -683327.958269
  nChanged 7
		SP:Iteration 52Q (140315.550000 sec): 3 clusters
  Score: Raw -686268.940426 + Penalty 2939.929628 = -683329.010798
  nChanged 7
		SP:Iteration 53Q (140315.690000 sec): 3 clusters
  Score: Raw -686270.326157 + Penalty 2939.929628 = -683330.396529
  nChanged 7
		SP:Iteration 54Q (140315.810000 sec): 3 clusters
  Score: Raw -686271.654966 + Penalty 2939.929628 = -683331.725338
  nChanged 3
		SP:Iteration 55Q (140315.930000 sec): 3 clusters
  Score: Raw -686271.988391 + Penalty 2939.929628 = -683332.058764
  nChanged 5
		SP:Iteration 56Q (140316.060000 sec): 3 clusters
  Score: Raw -686272.927467 + Penalty 2939.929628 = -683332.997840
  nChanged 12
		SP:Iteration 57Q (140316.200000 sec): 3 clusters
  Score: Raw -686275.999408 + Penalty 2939.929628 = -683336.069781
  nChanged 15
		SP:Iteration 58Q (140316.340000 sec): 3 clusters
  Score: Raw -686278.935495 + Penalty 2939.929628 = -683339.005867
  nChanged 9
		SP:Iteration 59Q (140316.470000 sec): 3 clusters
  Score: Raw -686279.768329 + Penalty 2939.929628 = -683339.838701
  nChanged 7
		SP:Iteration 60F (140316.600000 sec): 3 clusters
  Score: Raw -686280.577704 + Penalty 2939.929628 = -683340.648077
  nChanged 8
		SP:Iteration 61Q (140316.740000 sec): 3 clusters
  Score: Raw -686281.867815 + Penalty 2939.929628 = -683341.938187
  nChanged 15
		SP:Iteration 62Q (140316.880000 sec): 3 clusters
  Score: Raw -686284.912808 + Penalty 2939.929628 = -683344.983180
  nChanged 15
		SP:Iteration 63Q (140317.010000 sec): 3 clusters
  Score: Raw -686289.470810 + Penalty 2939.929628 = -683349.541182
  nChanged 10
		SP:Iteration 64Q (140317.140000 sec): 3 clusters
  Score: Raw -686292.050595 + Penalty 2939.929628 = -683352.120967
  nChanged 11
		SP:Iteration 65Q (140317.270000 sec): 3 clusters
  Score: Raw -686293.978250 + Penalty 2939.929628 = -683354.048622
  nChanged 12
		SP:Iteration 66Q (140317.400000 sec): 3 clusters
  Score: Raw -686296.203582 + Penalty 2939.929628 = -683356.273955
  nChanged 9
		SP:Iteration 67Q (140317.520000 sec): 3 clusters
  Score: Raw -686297.469255 + Penalty 2939.929628 = -683357.539628
  nChanged 7
		SP:Iteration 68Q (140317.640000 sec): 3 clusters
  Score: Raw -686298.916031 + Penalty 2939.929628 = -683358.986403
  nChanged 6
		SP:Iteration 69Q (140317.770000 sec): 3 clusters
  Score: Raw -686300.263076 + Penalty 2939.929628 = -683360.333449
  nChanged 11
		SP:Iteration 70Q (140317.910000 sec): 3 clusters
  Score: Raw -686301.987716 + Penalty 2939.929628 = -683362.058088
  nChanged 7
		SP:Iteration 71Q (140318.040000 sec): 3 clusters
  Score: Raw -686303.054004 + Penalty 2939.929628 = -683363.124376
  nChanged 8
		SP:Iteration 72Q (140318.180000 sec): 3 clusters
  Score: Raw -686304.734772 + Penalty 2939.929628 = -683364.805144
  nChanged 6
		SP:Iteration 73Q (140318.310000 sec): 3 clusters
  Score: Raw -686306.503238 + Penalty 2939.929628 = -683366.573610
  nChanged 9
		SP:Iteration 74Q (140318.450000 sec): 3 clusters
  Score: Raw -686309.325563 + Penalty 2939.929628 = -683369.395936
  nChanged 13
		SP:Iteration 75Q (140318.580000 sec): 3 clusters
  Score: Raw -686313.233688 + Penalty 2939.929628 = -683373.304061
  nChanged 12
		SP:Iteration 76Q (140318.710000 sec): 3 clusters
  Score: Raw -686316.042619 + Penalty 2939.929628 = -683376.112992
  nChanged 12
		SP:Iteration 77Q (140318.850000 sec): 3 clusters
  Score: Raw -686318.248845 + Penalty 2939.929628 = -683378.319217
  nChanged 14
		SP:Iteration 78Q (140318.980000 sec): 3 clusters
  Score: Raw -686321.136967 + Penalty 2939.929628 = -683381.207339
  nChanged 19
		SP:Iteration 79Q (140319.090000 sec): 3 clusters
  Score: Raw -686324.897936 + Penalty 2939.929628 = -683384.968308
  nChanged 26
		SP:Iteration 80F (140319.280000 sec): 3 clusters
  Score: Raw -686331.631666 + Penalty 2939.929628 = -683391.702038
  nChanged 25
		SP:Iteration 81Q (140319.420000 sec): 3 clusters
  Score: Raw -686336.369831 + Penalty 2939.929628 = -683396.440204
  nChanged 19
		SP:Iteration 82Q (140319.550000 sec): 3 clusters
  Score: Raw -686339.538210 + Penalty 2939.929628 = -683399.608583
  nChanged 15
		SP:Iteration 83Q (140319.680000 sec): 3 clusters
  Score: Raw -686342.589238 + Penalty 2939.929628 = -683402.659611
  nChanged 15
		SP:Iteration 84Q (140319.820000 sec): 3 clusters
  Score: Raw -686345.934723 + Penalty 2939.929628 = -683406.005096
  nChanged 21
		SP:Iteration 85Q (140319.940000 sec): 3 clusters
  Score: Raw -686351.003869 + Penalty 2939.929628 = -683411.074241
  nChanged 20
		SP:Iteration 86Q (140320.060000 sec): 3 clusters
  Score: Raw -686355.854081 + Penalty 2939.929628 = -683415.924453
  nChanged 21
		SP:Iteration 87Q (140320.260000 sec): 3 clusters
  Score: Raw -686359.783319 + Penalty 2939.929628 = -683419.853692
  nChanged 13
		SP:Iteration 88Q (140320.390000 sec): 3 clusters
  Score: Raw -686361.939421 + Penalty 2939.929628 = -683422.009793
  nChanged 9
		SP:Iteration 89Q (140320.520000 sec): 3 clusters
  Score: Raw -686364.057384 + Penalty 2939.929628 = -683424.127757
  nChanged 12
		SP:Iteration 90Q (140320.650000 sec): 3 clusters
  Score: Raw -686366.698837 + Penalty 2939.929628 = -683426.769209
  nChanged 15
		SP:Iteration 91Q (140320.780000 sec): 3 clusters
  Score: Raw -686369.612149 + Penalty 2939.929628 = -683429.682522
  nChanged 13
		SP:Iteration 92Q (140320.910000 sec): 3 clusters
  Score: Raw -686371.595714 + Penalty 2939.929628 = -683431.666086
  nChanged 14
		SP:Iteration 93Q (140321.030000 sec): 3 clusters
  Score: Raw -686375.315567 + Penalty 2939.929628 = -683435.385940
  nChanged 15
		SP:Iteration 94Q (140321.160000 sec): 3 clusters
  Score: Raw -686379.234246 + Penalty 2939.929628 = -683439.304618
  nChanged 22
		SP:Iteration 95Q (140321.290000 sec): 3 clusters
  Score: Raw -686384.595496 + Penalty 2939.929628 = -683444.665868
  nChanged 21
		SP:Iteration 96Q (140321.420000 sec): 3 clusters
  Score: Raw -686389.520244 + Penalty 2939.929628 = -683449.590616
  nChanged 15
		SP:Iteration 97Q (140321.560000 sec): 3 clusters
  Score: Raw -686393.225009 + Penalty 2939.929628 = -683453.295381
  nChanged 15
		SP:Iteration 98Q (140321.690000 sec): 3 clusters
  Score: Raw -686397.081568 + Penalty 2939.929628 = -683457.151941
  nChanged 12
		SP:Iteration 99Q (140321.820000 sec): 3 clusters
  Score: Raw -686399.782007 + Penalty 2939.929628 = -683459.852380
  nChanged 12
		SP:Iteration 100F (140321.950000 sec): 3 clusters
  Score: Raw -686403.132863 + Penalty 2939.929628 = -683463.203235
  nChanged 14
		SP:Iteration 101Q (140322.100000 sec): 3 clusters
  Score: Raw -686405.760534 + Penalty 2939.929628 = -683465.830906
  nChanged 8
		SP:Iteration 102Q (140322.230000 sec): 3 clusters
  Score: Raw -686408.367034 + Penalty 2939.929628 = -683468.437406
  nChanged 11
		SP:Iteration 103Q (140322.360000 sec): 3 clusters
  Score: Raw -686411.145904 + Penalty 2939.929628 = -683471.216276
  nChanged 13
		SP:Iteration 104Q (140322.480000 sec): 3 clusters
  Score: Raw -686415.355080 + Penalty 2939.929628 = -683475.425453
  nChanged 18
		SP:Iteration 105Q (140322.610000 sec): 3 clusters
  Score: Raw -686420.013321 + Penalty 2939.929628 = -683480.083694
  nChanged 11
		SP:Iteration 106Q (140322.730000 sec): 3 clusters
  Score: Raw -686422.443482 + Penalty 2939.929628 = -683482.513854
  nChanged 10
		SP:Iteration 107Q (140322.850000 sec): 3 clusters
  Score: Raw -686424.323253 + Penalty 2939.929628 = -683484.393625
  nChanged 8
		SP:Iteration 108Q (140322.980000 sec): 3 clusters
  Score: Raw -686426.654523 + Penalty 2939.929628 = -683486.724895
  nChanged 11
		SP:Iteration 109Q (140323.110000 sec): 3 clusters
  Score: Raw -686429.063830 + Penalty 2939.929628 = -683489.134202
  nChanged 8
		SP:Iteration 110Q (140323.240000 sec): 3 clusters
  Score: Raw -686432.126333 + Penalty 2939.929628 = -683492.196705
  nChanged 8
		SP:Iteration 111Q (140323.380000 sec): 3 clusters
  Score: Raw -686434.397394 + Penalty 2939.929628 = -683494.467766
  nChanged 2
		SP:Iteration 112Q (140323.510000 sec): 3 clusters
  Score: Raw -686434.984982 + Penalty 2939.929628 = -683495.055354
  nChanged 3
		SP:Iteration 113Q (140323.640000 sec): 3 clusters
  Score: Raw -686435.392262 + Penalty 2939.929628 = -683495.462634
  nChanged 2
		SP:Iteration 114Q (140323.770000 sec): 3 clusters
  Score: Raw -686435.619987 + Penalty 2939.929628 = -683495.690359
  nChanged 2
		SP:Iteration 115Q (140323.910000 sec): 3 clusters
  Score: Raw -686435.966668 + Penalty 2939.929628 = -683496.037040
  nChanged 3
		SP:Iteration 116Q (140324.040000 sec): 3 clusters
  Score: Raw -686436.206348 + Penalty 2939.929628 = -683496.276720
  nChanged 0
		SP:Iteration 117F (140324.170000 sec): 3 clusters
  Score: Raw -686436.206348 + Penalty 2939.929628 = -683496.276720
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 66 (1001 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (140324.240000 sec): 2 clusters
  Score: Raw -89539.877766 + Penalty 1122.672652 = -88417.205114
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (140324.260000 sec): 3 clusters
  Score: Raw -89223.741864 + Penalty 2245.345303 = -86978.396561
  nChanged 297
		SP:Iteration 1F (140324.280000 sec): 3 clusters
  Score: Raw -89478.553531 + Penalty 2245.345303 = -87233.208228
  nChanged 71
		SP:Iteration 2F (140324.300000 sec): 3 clusters
  Score: Raw -89556.190044 + Penalty 2245.345303 = -87310.844741
  nChanged 42
		SP:Iteration 3Q (140324.320000 sec): 3 clusters
  Score: Raw -89599.147677 + Penalty 2245.345303 = -87353.802374
  nChanged 35
		SP:Iteration 4Q (140324.340000 sec): 3 clusters
  Score: Raw -89641.181395 + Penalty 2245.345303 = -87395.836092
  nChanged 23
		SP:Iteration 5Q (140324.360000 sec): 3 clusters
  Score: Raw -89666.057617 + Penalty 2245.345303 = -87420.712313
  nChanged 19
		SP:Iteration 6Q (140324.380000 sec): 3 clusters
  Score: Raw -89694.221542 + Penalty 2245.345303 = -87448.876238
  nChanged 18
		SP:Iteration 7Q (140324.400000 sec): 3 clusters
  Score: Raw -89714.231503 + Penalty 2245.345303 = -87468.886199
  nChanged 11
		SP:Iteration 8Q (140324.420000 sec): 3 clusters
  Score: Raw -89724.621453 + Penalty 2245.345303 = -87479.276149
  nChanged 14
		SP:Iteration 9Q (140324.440000 sec): 3 clusters
  Score: Raw -89737.459060 + Penalty 2245.345303 = -87492.113757
  nChanged 8
		SP:Iteration 10Q (140324.450000 sec): 3 clusters
  Score: Raw -89745.194590 + Penalty 2245.345303 = -87499.849286
  nChanged 6
		SP:Iteration 11Q (140324.470000 sec): 3 clusters
  Score: Raw -89751.132638 + Penalty 2245.345303 = -87505.787334
  nChanged 6
		SP:Iteration 12Q (140324.490000 sec): 3 clusters
  Score: Raw -89755.801136 + Penalty 2245.345303 = -87510.455833
  nChanged 6
		SP:Iteration 13Q (140324.510000 sec): 3 clusters
  Score: Raw -89761.748270 + Penalty 2245.345303 = -87516.402967
  nChanged 5
		SP:Iteration 14Q (140324.530000 sec): 3 clusters
  Score: Raw -89765.266600 + Penalty 2245.345303 = -87519.921297
  nChanged 4
		SP:Iteration 15Q (140324.550000 sec): 3 clusters
  Score: Raw -89767.520506 + Penalty 2245.345303 = -87522.175203
  nChanged 2
		SP:Iteration 16Q (140324.570000 sec): 3 clusters
  Score: Raw -89769.112729 + Penalty 2245.345303 = -87523.767425
  nChanged 2
		SP:Iteration 17Q (140324.590000 sec): 3 clusters
  Score: Raw -89770.847827 + Penalty 2245.345303 = -87525.502524
  nChanged 3
		SP:Iteration 18Q (140324.610000 sec): 3 clusters
  Score: Raw -89773.019716 + Penalty 2245.345303 = -87527.674413
  nChanged 5
		SP:Iteration 19Q (140324.630000 sec): 3 clusters
  Score: Raw -89776.733539 + Penalty 2245.345303 = -87531.388236
  nChanged 8
		SP:Iteration 20F (140324.650000 sec): 3 clusters
  Score: Raw -89784.345278 + Penalty 2245.345303 = -87538.999975
  nChanged 6
		SP:Iteration 21Q (140324.670000 sec): 3 clusters
  Score: Raw -89788.388512 + Penalty 2245.345303 = -87543.043209
  nChanged 6
		SP:Iteration 22Q (140324.690000 sec): 3 clusters
  Score: Raw -89792.671018 + Penalty 2245.345303 = -87547.325715
  nChanged 4
		SP:Iteration 23Q (140324.710000 sec): 3 clusters
  Score: Raw -89798.650266 + Penalty 2245.345303 = -87553.304963
  nChanged 3
		SP:Iteration 24Q (140324.730000 sec): 3 clusters
  Score: Raw -89800.115917 + Penalty 2245.345303 = -87554.770614
  nChanged 1
		SP:Iteration 25Q (140324.750000 sec): 3 clusters
  Score: Raw -89801.339575 + Penalty 2245.345303 = -87555.994271
  nChanged 2
		SP:Iteration 26Q (140324.770000 sec): 3 clusters
  Score: Raw -89802.179795 + Penalty 2245.345303 = -87556.834492
  nChanged 0
		SP:Iteration 27F (140324.790000 sec): 3 clusters
  Score: Raw -89802.179795 + Penalty 2245.345303 = -87556.834492
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 67 (4329 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (140324.870000 sec): 2 clusters
  Score: Raw -356695.688081 + Penalty 1360.627425 = -355335.060655
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (140324.950000 sec): 3 clusters
  Score: Raw -354556.821642 + Penalty 2721.254850 = -351835.566792
  nChanged 1734
		SP:Iteration 1F (140325.030000 sec): 3 clusters
  Score: Raw -355677.598301 + Penalty 2721.254850 = -352956.343451
  nChanged 384
		SP:Iteration 2F (140325.110000 sec): 3 clusters
  Score: Raw -356019.153959 + Penalty 2721.254850 = -353297.899109
  nChanged 314
		SP:Iteration 3F (140325.190000 sec): 3 clusters
  Score: Raw -356237.151243 + Penalty 2721.254850 = -353515.896393
  nChanged 218
		SP:Iteration 4F (140325.270000 sec): 3 clusters
  Score: Raw -356367.038382 + Penalty 2721.254850 = -353645.783532
  nChanged 175
		SP:Iteration 5Q (140325.350000 sec): 3 clusters
  Score: Raw -356471.310043 + Penalty 2721.254850 = -353750.055193
  nChanged 138
		SP:Iteration 6Q (140325.430000 sec): 3 clusters
  Score: Raw -356543.420171 + Penalty 2721.254850 = -353822.165320
  nChanged 109
		SP:Iteration 7Q (140325.520000 sec): 3 clusters
  Score: Raw -356606.433795 + Penalty 2721.254850 = -353885.178945
  nChanged 105
		SP:Iteration 8Q (140325.600000 sec): 3 clusters
  Score: Raw -356670.601643 + Penalty 2721.254850 = -353949.346792
  nChanged 98
		SP:Iteration 9Q (140325.680000 sec): 3 clusters
  Score: Raw -356727.069800 + Penalty 2721.254850 = -354005.814950
  nChanged 88
		SP:Iteration 10Q (140325.760000 sec): 3 clusters
  Score: Raw -356778.557890 + Penalty 2721.254850 = -354057.303040
  nChanged 94
		SP:Iteration 11Q (140325.840000 sec): 3 clusters
  Score: Raw -356836.029929 + Penalty 2721.254850 = -354114.775078
  nChanged 87
		SP:Iteration 12Q (140325.920000 sec): 3 clusters
  Score: Raw -356883.975709 + Penalty 2721.254850 = -354162.720859
  nChanged 72
		SP:Iteration 13Q (140326.000000 sec): 3 clusters
  Score: Raw -356919.563234 + Penalty 2721.254850 = -354198.308383
  nChanged 62
		SP:Iteration 14Q (140326.080000 sec): 3 clusters
  Score: Raw -356944.609043 + Penalty 2721.254850 = -354223.354192
  nChanged 37
		SP:Iteration 15Q (140326.160000 sec): 3 clusters
  Score: Raw -356963.111729 + Penalty 2721.254850 = -354241.856879
  nChanged 34
		SP:Iteration 16Q (140326.240000 sec): 3 clusters
  Score: Raw -356978.570584 + Penalty 2721.254850 = -354257.315733
  nChanged 36
		SP:Iteration 17Q (140326.320000 sec): 3 clusters
  Score: Raw -356995.060990 + Penalty 2721.254850 = -354273.806140
  nChanged 36
		SP:Iteration 18Q (140326.400000 sec): 3 clusters
  Score: Raw -357012.156405 + Penalty 2721.254850 = -354290.901555
  nChanged 39
		SP:Iteration 19Q (140326.480000 sec): 3 clusters
  Score: Raw -357024.174209 + Penalty 2721.254850 = -354302.919358
  nChanged 25
		SP:Iteration 20F (140326.560000 sec): 3 clusters
  Score: Raw -357033.849072 + Penalty 2721.254850 = -354312.594222
  nChanged 27
		SP:Iteration 21Q (140326.640000 sec): 3 clusters
  Score: Raw -357043.753981 + Penalty 2721.254850 = -354322.499131
  nChanged 22
		SP:Iteration 22Q (140326.720000 sec): 3 clusters
  Score: Raw -357050.383548 + Penalty 2721.254850 = -354329.128697
  nChanged 17
		SP:Iteration 23Q (140326.800000 sec): 3 clusters
  Score: Raw -357057.875998 + Penalty 2721.254850 = -354336.621148
  nChanged 15
		SP:Iteration 24Q (140326.880000 sec): 3 clusters
  Score: Raw -357066.969579 + Penalty 2721.254850 = -354345.714729
  nChanged 19
		SP:Iteration 25Q (140326.960000 sec): 3 clusters
  Score: Raw -357075.964161 + Penalty 2721.254850 = -354354.709311
  nChanged 22
		SP:Iteration 26Q (140327.040000 sec): 3 clusters
  Score: Raw -357087.055767 + Penalty 2721.254850 = -354365.800917
  nChanged 32
		SP:Iteration 27Q (140327.120000 sec): 3 clusters
  Score: Raw -357106.317461 + Penalty 2721.254850 = -354385.062611
  nChanged 32
		SP:Iteration 28Q (140327.200000 sec): 3 clusters
  Score: Raw -357126.637833 + Penalty 2721.254850 = -354405.382982
  nChanged 48
		SP:Iteration 29Q (140327.280000 sec): 3 clusters
  Score: Raw -357153.889956 + Penalty 2721.254850 = -354432.635106
  nChanged 38
		SP:Iteration 30Q (140327.360000 sec): 3 clusters
  Score: Raw -357178.320636 + Penalty 2721.254850 = -354457.065786
  nChanged 33
		SP:Iteration 31Q (140327.440000 sec): 3 clusters
  Score: Raw -357200.576903 + Penalty 2721.254850 = -354479.322052
  nChanged 30
		SP:Iteration 32Q (140327.510000 sec): 3 clusters
  Score: Raw -357215.226466 + Penalty 2721.254850 = -354493.971616
  nChanged 30
		SP:Iteration 33Q (140327.590000 sec): 3 clusters
  Score: Raw -357228.743085 + Penalty 2721.254850 = -354507.488234
  nChanged 24
		SP:Iteration 34Q (140327.670000 sec): 3 clusters
  Score: Raw -357241.162434 + Penalty 2721.254850 = -354519.907584
  nChanged 25
		SP:Iteration 35Q (140327.750000 sec): 3 clusters
  Score: Raw -357252.234810 + Penalty 2721.254850 = -354530.979959
  nChanged 19
		SP:Iteration 36Q (140327.830000 sec): 3 clusters
  Score: Raw -357259.204116 + Penalty 2721.254850 = -354537.949265
  nChanged 17
		SP:Iteration 37Q (140327.910000 sec): 3 clusters
  Score: Raw -357268.272685 + Penalty 2721.254850 = -354547.017835
  nChanged 18
		SP:Iteration 38Q (140327.990000 sec): 3 clusters
  Score: Raw -357277.716958 + Penalty 2721.254850 = -354556.462108
  nChanged 12
		SP:Iteration 39Q (140328.070000 sec): 3 clusters
  Score: Raw -357281.867611 + Penalty 2721.254850 = -354560.612760
  nChanged 9
		SP:Iteration 40F (140328.150000 sec): 3 clusters
  Score: Raw -357284.579193 + Penalty 2721.254850 = -354563.324343
  nChanged 7
		SP:Iteration 41Q (140328.220000 sec): 3 clusters
  Score: Raw -357286.596897 + Penalty 2721.254850 = -354565.342046
  nChanged 7
		SP:Iteration 42Q (140328.300000 sec): 3 clusters
  Score: Raw -357288.123138 + Penalty 2721.254850 = -354566.868287
  nChanged 0
		SP:Iteration 43F (140328.380000 sec): 3 clusters
  Score: Raw -357288.123138 + Penalty 2721.254850 = -354566.868287
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 68 (11562 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (140328.520000 sec): 2 clusters
  Score: Raw -969235.678256 + Penalty 1520.265360 = -967715.412896
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (140328.720000 sec): 3 clusters
  Score: Raw -962614.421115 + Penalty 3040.530720 = -959573.890395
  nChanged 5117
		SP:Iteration 1F (140328.880000 sec): 3 clusters
  Score: Raw -965591.429125 + Penalty 3040.530720 = -962550.898405
  nChanged 797
		SP:Iteration 2F (140329.070000 sec): 3 clusters
  Score: Raw -965981.461989 + Penalty 3040.530720 = -962940.931269
  nChanged 681
		SP:Iteration 3F (140329.360000 sec): 3 clusters
  Score: Raw -966303.128177 + Penalty 3040.530720 = -963262.597457
  nChanged 598
		SP:Iteration 4F (140329.520000 sec): 3 clusters
  Score: Raw -966591.106273 + Penalty 3040.530720 = -963550.575553
  nChanged 545
		SP:Iteration 5Q (140329.690000 sec): 3 clusters
  Score: Raw -966852.229925 + Penalty 3040.530720 = -963811.699205
  nChanged 502
		SP:Iteration 6Q (140329.870000 sec): 3 clusters
  Score: Raw -967070.532798 + Penalty 3040.530720 = -964030.002078
  nChanged 425
		SP:Iteration 7Q (140330.050000 sec): 3 clusters
  Score: Raw -967266.839433 + Penalty 3040.530720 = -964226.308713
  nChanged 369
		SP:Iteration 8Q (140330.220000 sec): 3 clusters
  Score: Raw -967427.747749 + Penalty 3040.530720 = -964387.217029
  nChanged 355
		SP:Iteration 9Q (140330.410000 sec): 3 clusters
  Score: Raw -967591.499471 + Penalty 3040.530720 = -964550.968751
  nChanged 370
		SP:Iteration 10Q (140330.580000 sec): 3 clusters
  Score: Raw -967761.915915 + Penalty 3040.530720 = -964721.385195
  nChanged 363
		SP:Iteration 11Q (140330.760000 sec): 3 clusters
  Score: Raw -967945.998434 + Penalty 3040.530720 = -964905.467715
  nChanged 363
		SP:Iteration 12Q (140330.930000 sec): 3 clusters
  Score: Raw -968139.458843 + Penalty 3040.530720 = -965098.928124
  nChanged 395
		SP:Iteration 13Q (140331.130000 sec): 3 clusters
  Score: Raw -968370.362970 + Penalty 3040.530720 = -965329.832250
  nChanged 373
		SP:Iteration 14Q (140331.300000 sec): 3 clusters
  Score: Raw -968581.392657 + Penalty 3040.530720 = -965540.861937
  nChanged 349
		SP:Iteration 15Q (140331.470000 sec): 3 clusters
  Score: Raw -968781.033529 + Penalty 3040.530720 = -965740.502809
  nChanged 321
		SP:Iteration 16Q (140331.660000 sec): 3 clusters
  Score: Raw -968955.561657 + Penalty 3040.530720 = -965915.030937
  nChanged 284
		SP:Iteration 17Q (140331.820000 sec): 3 clusters
  Score: Raw -969089.029823 + Penalty 3040.530720 = -966048.499103
  nChanged 246
		SP:Iteration 18Q (140332.000000 sec): 3 clusters
  Score: Raw -969198.229831 + Penalty 3040.530720 = -966157.699111
  nChanged 205
		SP:Iteration 19Q (140332.170000 sec): 3 clusters
  Score: Raw -969284.770700 + Penalty 3040.530720 = -966244.239981
  nChanged 192
		SP:Iteration 20F (140332.350000 sec): 3 clusters
  Score: Raw -969365.902638 + Penalty 3040.530720 = -966325.371918
  nChanged 154
		SP:Iteration 21Q (140332.520000 sec): 3 clusters
  Score: Raw -969431.706194 + Penalty 3040.530720 = -966391.175474
  nChanged 147
		SP:Iteration 22Q (140332.690000 sec): 3 clusters
  Score: Raw -969484.702783 + Penalty 3040.530720 = -966444.172063
  nChanged 112
		SP:Iteration 23Q (140332.860000 sec): 3 clusters
  Score: Raw -969518.847916 + Penalty 3040.530720 = -966478.317196
  nChanged 88
		SP:Iteration 24Q (140333.030000 sec): 3 clusters
  Score: Raw -969548.022465 + Penalty 3040.530720 = -966507.491745
  nChanged 86
		SP:Iteration 25Q (140333.200000 sec): 3 clusters
  Score: Raw -969577.977063 + Penalty 3040.530720 = -966537.446343
  nChanged 98
		SP:Iteration 26Q (140333.370000 sec): 3 clusters
  Score: Raw -969612.290369 + Penalty 3040.530720 = -966571.759649
  nChanged 85
		SP:Iteration 27Q (140333.540000 sec): 3 clusters
  Score: Raw -969641.978101 + Penalty 3040.530720 = -966601.447381
  nChanged 84
		SP:Iteration 28Q (140333.710000 sec): 3 clusters
  Score: Raw -969670.093185 + Penalty 3040.530720 = -966629.562465
  nChanged 81
		SP:Iteration 29Q (140333.880000 sec): 3 clusters
  Score: Raw -969699.280622 + Penalty 3040.530720 = -966658.749903
  nChanged 83
		SP:Iteration 30Q (140334.080000 sec): 3 clusters
  Score: Raw -969724.189612 + Penalty 3040.530720 = -966683.658892
  nChanged 78
		SP:Iteration 31Q (140334.240000 sec): 3 clusters
  Score: Raw -969748.270965 + Penalty 3040.530720 = -966707.740246
  nChanged 76
		SP:Iteration 32Q (140334.410000 sec): 3 clusters
  Score: Raw -969769.012452 + Penalty 3040.530720 = -966728.481733
  nChanged 75
		SP:Iteration 33Q (140334.580000 sec): 3 clusters
  Score: Raw -969790.980477 + Penalty 3040.530720 = -966750.449757
  nChanged 67
		SP:Iteration 34Q (140334.740000 sec): 3 clusters
  Score: Raw -969807.959027 + Penalty 3040.530720 = -966767.428307
  nChanged 59
		SP:Iteration 35Q (140334.910000 sec): 3 clusters
  Score: Raw -969824.892055 + Penalty 3040.530720 = -966784.361335
  nChanged 57
		SP:Iteration 36Q (140335.080000 sec): 3 clusters
  Score: Raw -969839.132826 + Penalty 3040.530720 = -966798.602106
  nChanged 64
		SP:Iteration 37Q (140335.250000 sec): 3 clusters
  Score: Raw -969853.161517 + Penalty 3040.530720 = -966812.630797
  nChanged 43
		SP:Iteration 38Q (140335.440000 sec): 3 clusters
  Score: Raw -969860.553167 + Penalty 3040.530720 = -966820.022448
  nChanged 34
		SP:Iteration 39Q (140335.600000 sec): 3 clusters
  Score: Raw -969867.403735 + Penalty 3040.530720 = -966826.873016
  nChanged 34
		SP:Iteration 40F (140335.770000 sec): 3 clusters
  Score: Raw -969873.814459 + Penalty 3040.530720 = -966833.283739
  nChanged 28
		SP:Iteration 41Q (140335.940000 sec): 3 clusters
  Score: Raw -969879.387699 + Penalty 3040.530720 = -966838.856979
  nChanged 28
		SP:Iteration 42Q (140336.100000 sec): 3 clusters
  Score: Raw -969884.416130 + Penalty 3040.530720 = -966843.885411
  nChanged 24
		SP:Iteration 43Q (140336.270000 sec): 3 clusters
  Score: Raw -969888.675170 + Penalty 3040.530720 = -966848.144450
  nChanged 29
		SP:Iteration 44Q (140336.460000 sec): 3 clusters
  Score: Raw -969893.563210 + Penalty 3040.530720 = -966853.032491
  nChanged 22
		SP:Iteration 45Q (140336.620000 sec): 3 clusters
  Score: Raw -969898.520191 + Penalty 3040.530720 = -966857.989471
  nChanged 29
		SP:Iteration 46Q (140336.790000 sec): 3 clusters
  Score: Raw -969903.984338 + Penalty 3040.530720 = -966863.453619
  nChanged 28
		SP:Iteration 47Q (140336.960000 sec): 3 clusters
  Score: Raw -969909.046331 + Penalty 3040.530720 = -966868.515611
  nChanged 25
		SP:Iteration 48Q (140337.120000 sec): 3 clusters
  Score: Raw -969914.724841 + Penalty 3040.530720 = -966874.194121
  nChanged 34
		SP:Iteration 49Q (140337.290000 sec): 3 clusters
  Score: Raw -969920.972984 + Penalty 3040.530720 = -966880.442264
  nChanged 27
		SP:Iteration 50Q (140337.480000 sec): 3 clusters
  Score: Raw -969925.740680 + Penalty 3040.530720 = -966885.209961
  nChanged 21
		SP:Iteration 51Q (140337.640000 sec): 3 clusters
  Score: Raw -969929.894871 + Penalty 3040.530720 = -966889.364151
  nChanged 22
		SP:Iteration 52Q (140337.800000 sec): 3 clusters
  Score: Raw -969933.516148 + Penalty 3040.530720 = -966892.985429
  nChanged 20
		SP:Iteration 53Q (140337.970000 sec): 3 clusters
  Score: Raw -969937.155192 + Penalty 3040.530720 = -966896.624473
  nChanged 24
		SP:Iteration 54Q (140338.160000 sec): 3 clusters
  Score: Raw -969940.985928 + Penalty 3040.530720 = -966900.455208
  nChanged 15
		SP:Iteration 55Q (140338.320000 sec): 3 clusters
  Score: Raw -969943.296006 + Penalty 3040.530720 = -966902.765287
  nChanged 8
		SP:Iteration 56Q (140338.490000 sec): 3 clusters
  Score: Raw -969945.320284 + Penalty 3040.530720 = -966904.789565
  nChanged 16
		SP:Iteration 57Q (140338.640000 sec): 3 clusters
  Score: Raw -969948.867000 + Penalty 3040.530720 = -966908.336281
  nChanged 15
		SP:Iteration 58Q (140338.830000 sec): 3 clusters
  Score: Raw -969951.501510 + Penalty 3040.530720 = -966910.970790
  nChanged 14
		SP:Iteration 59Q (140338.990000 sec): 3 clusters
  Score: Raw -969953.343594 + Penalty 3040.530720 = -966912.812874
  nChanged 11
		SP:Iteration 60F (140339.160000 sec): 3 clusters
  Score: Raw -969954.572906 + Penalty 3040.530720 = -966914.042186
  nChanged 11
		SP:Iteration 61Q (140339.340000 sec): 3 clusters
  Score: Raw -969956.138192 + Penalty 3040.530720 = -966915.607472
  nChanged 14
		SP:Iteration 62Q (140339.530000 sec): 3 clusters
  Score: Raw -969958.630193 + Penalty 3040.530720 = -966918.099474
  nChanged 11
		SP:Iteration 63Q (140339.690000 sec): 3 clusters
  Score: Raw -969961.038459 + Penalty 3040.530720 = -966920.507739
  nChanged 19
		SP:Iteration 64Q (140339.850000 sec): 3 clusters
  Score: Raw -969964.163744 + Penalty 3040.530720 = -966923.633024
  nChanged 14
		SP:Iteration 65Q (140340.020000 sec): 3 clusters
  Score: Raw -969966.080689 + Penalty 3040.530720 = -966925.549970
  nChanged 11
		SP:Iteration 66Q (140340.210000 sec): 3 clusters
  Score: Raw -969967.838523 + Penalty 3040.530720 = -966927.307804
  nChanged 10
		SP:Iteration 67Q (140340.370000 sec): 3 clusters
  Score: Raw -969969.208292 + Penalty 3040.530720 = -966928.677572
  nChanged 5
		SP:Iteration 68Q (140340.530000 sec): 3 clusters
  Score: Raw -969969.718303 + Penalty 3040.530720 = -966929.187583
  nChanged 6
		SP:Iteration 69Q (140340.700000 sec): 3 clusters
  Score: Raw -969970.514717 + Penalty 3040.530720 = -966929.983998
  nChanged 10
		SP:Iteration 70Q (140340.890000 sec): 3 clusters
  Score: Raw -969972.015069 + Penalty 3040.530720 = -966931.484349
  nChanged 8
		SP:Iteration 71Q (140341.050000 sec): 3 clusters
  Score: Raw -969974.695090 + Penalty 3040.530720 = -966934.164370
  nChanged 14
		SP:Iteration 72Q (140341.210000 sec): 3 clusters
  Score: Raw -969977.990513 + Penalty 3040.530720 = -966937.459793
  nChanged 15
		SP:Iteration 73Q (140341.380000 sec): 3 clusters
  Score: Raw -969980.026331 + Penalty 3040.530720 = -966939.495611
  nChanged 10
		SP:Iteration 74Q (140341.570000 sec): 3 clusters
  Score: Raw -969981.559579 + Penalty 3040.530720 = -966941.028859
  nChanged 12
		SP:Iteration 75Q (140341.730000 sec): 3 clusters
  Score: Raw -969983.397767 + Penalty 3040.530720 = -966942.867047
  nChanged 12
		SP:Iteration 76Q (140341.900000 sec): 3 clusters
  Score: Raw -969985.582412 + Penalty 3040.530720 = -966945.051693
  nChanged 12
		SP:Iteration 77Q (140342.060000 sec): 3 clusters
  Score: Raw -969987.282858 + Penalty 3040.530720 = -966946.752138
  nChanged 7
		SP:Iteration 78Q (140342.250000 sec): 3 clusters
  Score: Raw -969988.243535 + Penalty 3040.530720 = -966947.712816
  nChanged 8
		SP:Iteration 79Q (140342.410000 sec): 3 clusters
  Score: Raw -969989.480180 + Penalty 3040.530720 = -966948.949460
  nChanged 10
		SP:Iteration 80F (140342.580000 sec): 3 clusters
  Score: Raw -969991.031764 + Penalty 3040.530720 = -966950.501044
  nChanged 8
		SP:Iteration 81Q (140342.750000 sec): 3 clusters
  Score: Raw -969992.260268 + Penalty 3040.530720 = -966951.729548
  nChanged 6
		SP:Iteration 82Q (140342.910000 sec): 3 clusters
  Score: Raw -969993.044384 + Penalty 3040.530720 = -966952.513664
  nChanged 7
		SP:Iteration 83Q (140343.070000 sec): 3 clusters
  Score: Raw -969993.895383 + Penalty 3040.530720 = -966953.364663
  nChanged 7
		SP:Iteration 84Q (140343.260000 sec): 3 clusters
  Score: Raw -969995.197483 + Penalty 3040.530720 = -966954.666763
  nChanged 6
		SP:Iteration 85Q (140343.420000 sec): 3 clusters
  Score: Raw -969996.396944 + Penalty 3040.530720 = -966955.866225
  nChanged 6
		SP:Iteration 86Q (140343.600000 sec): 3 clusters
  Score: Raw -969997.310230 + Penalty 3040.530720 = -966956.779510
  nChanged 6
		SP:Iteration 87Q (140343.760000 sec): 3 clusters
  Score: Raw -969997.905425 + Penalty 3040.530720 = -966957.374705
  nChanged 2
		SP:Iteration 88Q (140343.930000 sec): 3 clusters
  Score: Raw -969998.229286 + Penalty 3040.530720 = -966957.698566
  nChanged 0
		SP:Iteration 89F (140344.100000 sec): 3 clusters
  Score: Raw -969998.229286 + Penalty 3040.530720 = -966957.698566
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 69 (3153 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (140344.200000 sec): 2 clusters
  Score: Raw -261941.579231 + Penalty 1309.117820 = -260632.461411
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (140344.260000 sec): 3 clusters
  Score: Raw -260445.856796 + Penalty 2618.235639 = -257827.621157
  nChanged 1177
		SP:Iteration 1F (140344.320000 sec): 3 clusters
  Score: Raw -261140.219924 + Penalty 2618.235639 = -258521.984285
  nChanged 238
		SP:Iteration 2F (140344.380000 sec): 3 clusters
  Score: Raw -261279.421379 + Penalty 2618.235639 = -258661.185740
  nChanged 174
		SP:Iteration 3F (140344.440000 sec): 3 clusters
  Score: Raw -261388.857048 + Penalty 2618.235639 = -258770.621409
  nChanged 146
		SP:Iteration 4Q (140344.500000 sec): 3 clusters
  Score: Raw -261494.649625 + Penalty 2618.235639 = -258876.413985
  nChanged 142
		SP:Iteration 5Q (140344.560000 sec): 3 clusters
  Score: Raw -261603.931001 + Penalty 2618.235639 = -258985.695362
  nChanged 123
		SP:Iteration 6Q (140344.620000 sec): 3 clusters
  Score: Raw -261693.458539 + Penalty 2618.235639 = -259075.222900
  nChanged 129
		SP:Iteration 7Q (140344.680000 sec): 3 clusters
  Score: Raw -261790.800130 + Penalty 2618.235639 = -259172.564490
  nChanged 126
		SP:Iteration 8Q (140344.740000 sec): 3 clusters
  Score: Raw -261885.737165 + Penalty 2618.235639 = -259267.501525
  nChanged 103
		SP:Iteration 9Q (140344.800000 sec): 3 clusters
  Score: Raw -261962.129745 + Penalty 2618.235639 = -259343.894105
  nChanged 92
		SP:Iteration 10Q (140344.860000 sec): 3 clusters
  Score: Raw -262028.258705 + Penalty 2618.235639 = -259410.023065
  nChanged 72
		SP:Iteration 11Q (140344.920000 sec): 3 clusters
  Score: Raw -262075.503273 + Penalty 2618.235639 = -259457.267634
  nChanged 62
		SP:Iteration 12Q (140344.980000 sec): 3 clusters
  Score: Raw -262110.948181 + Penalty 2618.235639 = -259492.712542
  nChanged 48
		SP:Iteration 13Q (140345.040000 sec): 3 clusters
  Score: Raw -262145.009298 + Penalty 2618.235639 = -259526.773659
  nChanged 58
		SP:Iteration 14Q (140345.100000 sec): 3 clusters
  Score: Raw -262172.211837 + Penalty 2618.235639 = -259553.976198
  nChanged 38
		SP:Iteration 15Q (140345.160000 sec): 3 clusters
  Score: Raw -262190.005468 + Penalty 2618.235639 = -259571.769829
  nChanged 25
		SP:Iteration 16Q (140345.210000 sec): 3 clusters
  Score: Raw -262201.901612 + Penalty 2618.235639 = -259583.665972
  nChanged 20
		SP:Iteration 17Q (140345.270000 sec): 3 clusters
  Score: Raw -262210.833768 + Penalty 2618.235639 = -259592.598128
  nChanged 19
		SP:Iteration 18Q (140345.330000 sec): 3 clusters
  Score: Raw -262218.774523 + Penalty 2618.235639 = -259600.538884
  nChanged 21
		SP:Iteration 19Q (140345.390000 sec): 3 clusters
  Score: Raw -262227.981381 + Penalty 2618.235639 = -259609.745742
  nChanged 22
		SP:Iteration 20F (140345.450000 sec): 3 clusters
  Score: Raw -262239.042767 + Penalty 2618.235639 = -259620.807127
  nChanged 20
		SP:Iteration 21Q (140345.510000 sec): 3 clusters
  Score: Raw -262247.821650 + Penalty 2618.235639 = -259629.586011
  nChanged 23
		SP:Iteration 22Q (140345.570000 sec): 3 clusters
  Score: Raw -262256.778963 + Penalty 2618.235639 = -259638.543324
  nChanged 15
		SP:Iteration 23Q (140345.630000 sec): 3 clusters
  Score: Raw -262263.291025 + Penalty 2618.235639 = -259645.055386
  nChanged 12
		SP:Iteration 24Q (140345.690000 sec): 3 clusters
  Score: Raw -262266.870567 + Penalty 2618.235639 = -259648.634927
  nChanged 9
		SP:Iteration 25Q (140345.740000 sec): 3 clusters
  Score: Raw -262271.420095 + Penalty 2618.235639 = -259653.184456
  nChanged 7
		SP:Iteration 26Q (140345.800000 sec): 3 clusters
  Score: Raw -262276.034371 + Penalty 2618.235639 = -259657.798732
  nChanged 12
		SP:Iteration 27Q (140345.860000 sec): 3 clusters
  Score: Raw -262280.701469 + Penalty 2618.235639 = -259662.465830
  nChanged 8
		SP:Iteration 28Q (140345.920000 sec): 3 clusters
  Score: Raw -262283.743104 + Penalty 2618.235639 = -259665.507465
  nChanged 10
		SP:Iteration 29Q (140345.980000 sec): 3 clusters
  Score: Raw -262286.340735 + Penalty 2618.235639 = -259668.105096
  nChanged 1
		SP:Iteration 30Q (140346.040000 sec): 3 clusters
  Score: Raw -262286.826860 + Penalty 2618.235639 = -259668.591221
  nChanged 0
		SP:Iteration 31F (140346.100000 sec): 3 clusters
  Score: Raw -262286.826860 + Penalty 2618.235639 = -259668.591221
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 70 (1400 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (140346.160000 sec): 2 clusters
  Score: Raw -115708.852634 + Penalty 1177.186971 = -114531.665663
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (140346.180000 sec): 3 clusters
  Score: Raw -115170.504529 + Penalty 2354.373943 = -112816.130586
  nChanged 470
		SP:Iteration 1F (140346.210000 sec): 3 clusters
  Score: Raw -115564.140853 + Penalty 2354.373943 = -113209.766910
  nChanged 115
		SP:Iteration 2F (140346.240000 sec): 3 clusters
  Score: Raw -115680.207984 + Penalty 2354.373943 = -113325.834041
  nChanged 74
		SP:Iteration 3F (140346.260000 sec): 3 clusters
  Score: Raw -115759.034852 + Penalty 2354.373943 = -113404.660909
  nChanged 52
		SP:Iteration 4Q (140346.290000 sec): 3 clusters
  Score: Raw -115809.088537 + Penalty 2354.373943 = -113454.714595
  nChanged 43
		SP:Iteration 5Q (140346.320000 sec): 3 clusters
  Score: Raw -115851.106824 + Penalty 2354.373943 = -113496.732882
  nChanged 32
		SP:Iteration 6Q (140346.350000 sec): 3 clusters
  Score: Raw -115883.351365 + Penalty 2354.373943 = -113528.977422
  nChanged 35
		SP:Iteration 7Q (140346.370000 sec): 3 clusters
  Score: Raw -115921.646964 + Penalty 2354.373943 = -113567.273022
  nChanged 27
		SP:Iteration 8Q (140346.400000 sec): 3 clusters
  Score: Raw -115951.624452 + Penalty 2354.373943 = -113597.250510
  nChanged 28
		SP:Iteration 9Q (140346.430000 sec): 3 clusters
  Score: Raw -115992.076406 + Penalty 2354.373943 = -113637.702464
  nChanged 25
		SP:Iteration 10Q (140346.450000 sec): 3 clusters
  Score: Raw -116028.983723 + Penalty 2354.373943 = -113674.609780
  nChanged 28
		SP:Iteration 11Q (140346.480000 sec): 3 clusters
  Score: Raw -116055.467293 + Penalty 2354.373943 = -113701.093350
  nChanged 20
		SP:Iteration 12Q (140346.510000 sec): 3 clusters
  Score: Raw -116079.892610 + Penalty 2354.373943 = -113725.518667
  nChanged 17
		SP:Iteration 13Q (140346.530000 sec): 3 clusters
  Score: Raw -116096.317974 + Penalty 2354.373943 = -113741.944032
  nChanged 20
		SP:Iteration 14Q (140346.560000 sec): 3 clusters
  Score: Raw -116125.156539 + Penalty 2354.373943 = -113770.782596
  nChanged 29
		SP:Iteration 15Q (140346.590000 sec): 3 clusters
  Score: Raw -116163.248594 + Penalty 2354.373943 = -113808.874651
  nChanged 24
		SP:Iteration 16Q (140346.610000 sec): 3 clusters
  Score: Raw -116188.287835 + Penalty 2354.373943 = -113833.913892
  nChanged 13
		SP:Iteration 17Q (140346.640000 sec): 3 clusters
  Score: Raw -116204.830934 + Penalty 2354.373943 = -113850.456991
  nChanged 10
		SP:Iteration 18Q (140346.660000 sec): 3 clusters
  Score: Raw -116211.875017 + Penalty 2354.373943 = -113857.501074
  nChanged 5
		SP:Iteration 19Q (140346.690000 sec): 3 clusters
  Score: Raw -116216.615537 + Penalty 2354.373943 = -113862.241594
  nChanged 3
		SP:Iteration 20F (140346.720000 sec): 3 clusters
  Score: Raw -116218.281040 + Penalty 2354.373943 = -113863.907098
  nChanged 1
		SP:Iteration 21Q (140346.740000 sec): 3 clusters
  Score: Raw -116219.295215 + Penalty 2354.373943 = -113864.921273
  nChanged 0
		SP:Iteration 22F (140346.770000 sec): 3 clusters
  Score: Raw -116219.295215 + Penalty 2354.373943 = -113864.921273
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 71 (2312 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (140346.840000 sec): 2 clusters
  Score: Raw -198698.452953 + Penalty 1258.703587 = -197439.749366
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (140346.880000 sec): 3 clusters
  Score: Raw -197686.081341 + Penalty 2517.407175 = -195168.674166
  nChanged 825
		SP:Iteration 1F (140346.920000 sec): 3 clusters
  Score: Raw -198232.239936 + Penalty 2517.407175 = -195714.832761
  nChanged 182
		SP:Iteration 2F (140346.970000 sec): 3 clusters
  Score: Raw -198394.842252 + Penalty 2517.407175 = -195877.435077
  nChanged 143
		SP:Iteration 3F (140347.010000 sec): 3 clusters
  Score: Raw -198528.021163 + Penalty 2517.407175 = -196010.613988
  nChanged 114
		SP:Iteration 4Q (140347.060000 sec): 3 clusters
  Score: Raw -198629.119803 + Penalty 2517.407175 = -196111.712629
  nChanged 84
		SP:Iteration 5Q (140347.100000 sec): 3 clusters
  Score: Raw -198686.970733 + Penalty 2517.407175 = -196169.563558
  nChanged 68
		SP:Iteration 6Q (140347.140000 sec): 3 clusters
  Score: Raw -198727.511545 + Penalty 2517.407175 = -196210.104370
  nChanged 49
		SP:Iteration 7Q (140347.190000 sec): 3 clusters
  Score: Raw -198757.418931 + Penalty 2517.407175 = -196240.011756
  nChanged 34
		SP:Iteration 8Q (140347.230000 sec): 3 clusters
  Score: Raw -198775.092514 + Penalty 2517.407175 = -196257.685339
  nChanged 28
		SP:Iteration 9Q (140347.280000 sec): 3 clusters
  Score: Raw -198794.046127 + Penalty 2517.407175 = -196276.638952
  nChanged 23
		SP:Iteration 10Q (140347.320000 sec): 3 clusters
  Score: Raw -198806.500680 + Penalty 2517.407175 = -196289.093505
  nChanged 23
		SP:Iteration 11Q (140347.360000 sec): 3 clusters
  Score: Raw -198818.233582 + Penalty 2517.407175 = -196300.826408
  nChanged 18
		SP:Iteration 12Q (140347.410000 sec): 3 clusters
  Score: Raw -198827.995791 + Penalty 2517.407175 = -196310.588616
  nChanged 19
		SP:Iteration 13Q (140347.450000 sec): 3 clusters
  Score: Raw -198837.777857 + Penalty 2517.407175 = -196320.370682
  nChanged 16
		SP:Iteration 14Q (140347.500000 sec): 3 clusters
  Score: Raw -198845.063909 + Penalty 2517.407175 = -196327.656734
  nChanged 16
		SP:Iteration 15Q (140347.540000 sec): 3 clusters
  Score: Raw -198854.134024 + Penalty 2517.407175 = -196336.726850
  nChanged 14
		SP:Iteration 16Q (140347.580000 sec): 3 clusters
  Score: Raw -198862.430776 + Penalty 2517.407175 = -196345.023601
  nChanged 12
		SP:Iteration 17Q (140347.630000 sec): 3 clusters
  Score: Raw -198870.108810 + Penalty 2517.407175 = -196352.701635
  nChanged 10
		SP:Iteration 18Q (140347.670000 sec): 3 clusters
  Score: Raw -198874.711110 + Penalty 2517.407175 = -196357.303936
  nChanged 8
		SP:Iteration 19Q (140347.720000 sec): 3 clusters
  Score: Raw -198879.428601 + Penalty 2517.407175 = -196362.021426
  nChanged 10
		SP:Iteration 20F (140347.760000 sec): 3 clusters
  Score: Raw -198883.620484 + Penalty 2517.407175 = -196366.213309
  nChanged 7
		SP:Iteration 21Q (140347.800000 sec): 3 clusters
  Score: Raw -198886.141208 + Penalty 2517.407175 = -196368.734033
  nChanged 2
		SP:Iteration 22Q (140347.850000 sec): 3 clusters
  Score: Raw -198886.486241 + Penalty 2517.407175 = -196369.079066
  nChanged 1
		SP:Iteration 23Q (140347.890000 sec): 3 clusters
  Score: Raw -198886.772697 + Penalty 2517.407175 = -196369.365523
  nChanged 0
		SP:Iteration 24F (140347.940000 sec): 3 clusters
  Score: Raw -198886.772697 + Penalty 2517.407175 = -196369.365523
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 72 (3647 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (140348.010000 sec): 2 clusters
  Score: Raw -334964.614472 + Penalty 1332.769781 = -333631.844691
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (140348.080000 sec): 3 clusters
  Score: Raw -333206.974247 + Penalty 2665.539562 = -330541.434685
  nChanged 1435
		SP:Iteration 1F (140348.150000 sec): 3 clusters
  Score: Raw -333956.834631 + Penalty 2665.539562 = -331291.295069
  nChanged 267
		SP:Iteration 2F (140348.220000 sec): 3 clusters
  Score: Raw -334102.202699 + Penalty 2665.539562 = -331436.663137
  nChanged 183
		SP:Iteration 3F (140348.290000 sec): 3 clusters
  Score: Raw -334205.660192 + Penalty 2665.539562 = -331540.120630
  nChanged 154
		SP:Iteration 4Q (140348.370000 sec): 3 clusters
  Score: Raw -334298.759468 + Penalty 2665.539562 = -331633.219906
  nChanged 145
		SP:Iteration 5Q (140348.440000 sec): 3 clusters
  Score: Raw -334379.083610 + Penalty 2665.539562 = -331713.544048
  nChanged 119
		SP:Iteration 6Q (140348.510000 sec): 3 clusters
  Score: Raw -334450.137217 + Penalty 2665.539562 = -331784.597655
  nChanged 116
		SP:Iteration 7Q (140348.590000 sec): 3 clusters
  Score: Raw -334533.076059 + Penalty 2665.539562 = -331867.536497
  nChanged 135
		SP:Iteration 8Q (140348.660000 sec): 3 clusters
  Score: Raw -334650.531914 + Penalty 2665.539562 = -331984.992352
  nChanged 144
		SP:Iteration 9Q (140348.730000 sec): 3 clusters
  Score: Raw -334749.975986 + Penalty 2665.539562 = -332084.436424
  nChanged 126
		SP:Iteration 10Q (140348.800000 sec): 3 clusters
  Score: Raw -334852.217159 + Penalty 2665.539562 = -332186.677597
  nChanged 153
		SP:Iteration 11Q (140348.870000 sec): 3 clusters
  Score: Raw -334995.536148 + Penalty 2665.539562 = -332329.996586
  nChanged 166
		SP:Iteration 12Q (140348.950000 sec): 3 clusters
  Score: Raw -335158.089734 + Penalty 2665.539562 = -332492.550172
  nChanged 141
		SP:Iteration 13Q (140349.020000 sec): 3 clusters
  Score: Raw -335283.565424 + Penalty 2665.539562 = -332618.025862
  nChanged 134
		SP:Iteration 14Q (140349.090000 sec): 3 clusters
  Score: Raw -335379.208298 + Penalty 2665.539562 = -332713.668736
  nChanged 104
		SP:Iteration 15Q (140349.160000 sec): 3 clusters
  Score: Raw -335455.177832 + Penalty 2665.539562 = -332789.638270
  nChanged 78
		SP:Iteration 16Q (140349.230000 sec): 3 clusters
  Score: Raw -335506.272480 + Penalty 2665.539562 = -332840.732918
  nChanged 67
		SP:Iteration 17Q (140349.310000 sec): 3 clusters
  Score: Raw -335552.634598 + Penalty 2665.539562 = -332887.095036
  nChanged 58
		SP:Iteration 18Q (140349.370000 sec): 3 clusters
  Score: Raw -335583.508885 + Penalty 2665.539562 = -332917.969323
  nChanged 48
		SP:Iteration 19Q (140349.450000 sec): 3 clusters
  Score: Raw -335604.419430 + Penalty 2665.539562 = -332938.879868
  nChanged 29
		SP:Iteration 20F (140349.520000 sec): 3 clusters
  Score: Raw -335614.973235 + Penalty 2665.539562 = -332949.433673
  nChanged 23
		SP:Iteration 21Q (140349.590000 sec): 3 clusters
  Score: Raw -335626.348029 + Penalty 2665.539562 = -332960.808467
  nChanged 25
		SP:Iteration 22Q (140349.660000 sec): 3 clusters
  Score: Raw -335636.363063 + Penalty 2665.539562 = -332970.823501
  nChanged 27
		SP:Iteration 23Q (140349.730000 sec): 3 clusters
  Score: Raw -335647.622475 + Penalty 2665.539562 = -332982.082913
  nChanged 25
		SP:Iteration 24Q (140349.800000 sec): 3 clusters
  Score: Raw -335657.415146 + Penalty 2665.539562 = -332991.875584
  nChanged 24
		SP:Iteration 25Q (140349.870000 sec): 3 clusters
  Score: Raw -335663.533337 + Penalty 2665.539562 = -332997.993775
  nChanged 7
		SP:Iteration 26Q (140349.950000 sec): 3 clusters
  Score: Raw -335665.842141 + Penalty 2665.539562 = -333000.302579
  nChanged 6
		SP:Iteration 27Q (140350.020000 sec): 3 clusters
  Score: Raw -335667.882405 + Penalty 2665.539562 = -333002.342843
  nChanged 6
		SP:Iteration 28Q (140350.090000 sec): 3 clusters
  Score: Raw -335669.220413 + Penalty 2665.539562 = -333003.680851
  nChanged 7
		SP:Iteration 29Q (140350.160000 sec): 3 clusters
  Score: Raw -335671.203761 + Penalty 2665.539562 = -333005.664199
  nChanged 6
		SP:Iteration 30Q (140350.230000 sec): 3 clusters
  Score: Raw -335672.261699 + Penalty 2665.539562 = -333006.722137
  nChanged 3
		SP:Iteration 31Q (140350.300000 sec): 3 clusters
  Score: Raw -335672.964622 + Penalty 2665.539562 = -333007.425060
  nChanged 2
		SP:Iteration 32Q (140350.370000 sec): 3 clusters
  Score: Raw -335673.393067 + Penalty 2665.539562 = -333007.853505
  nChanged 2
		SP:Iteration 33Q (140350.440000 sec): 3 clusters
  Score: Raw -335674.026292 + Penalty 2665.539562 = -333008.486730
  nChanged 1
		SP:Iteration 34Q (140350.510000 sec): 3 clusters
  Score: Raw -335674.192134 + Penalty 2665.539562 = -333008.652572
  nChanged 0
		SP:Iteration 35F (140350.590000 sec): 3 clusters
  Score: Raw -335674.192134 + Penalty 2665.539562 = -333008.652572
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 73 (2675 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (140350.650000 sec): 2 clusters
  Score: Raw -207128.956464 + Penalty 1282.402007 = -205846.554457
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (140350.700000 sec): 3 clusters
  Score: Raw -205928.182929 + Penalty 2564.804014 = -203363.378915
  nChanged 999
		SP:Iteration 1F (140350.750000 sec): 3 clusters
  Score: Raw -206833.293176 + Penalty 2564.804014 = -204268.489162
  nChanged 346
		SP:Iteration 2F (140350.810000 sec): 3 clusters
  Score: Raw -207327.693279 + Penalty 2564.804014 = -204762.889265
  nChanged 242
		SP:Iteration 3F (140350.850000 sec): 3 clusters
  Score: Raw -207670.428276 + Penalty 2564.804014 = -205105.624261
  nChanged 164
		SP:Iteration 4F (140350.910000 sec): 3 clusters
  Score: Raw -207867.405860 + Penalty 2564.804014 = -205302.601846
  nChanged 101
		SP:Iteration 5Q (140350.950000 sec): 3 clusters
  Score: Raw -207948.373351 + Penalty 2564.804014 = -205383.569337
  nChanged 67
		SP:Iteration 6Q (140351.010000 sec): 3 clusters
  Score: Raw -207987.398329 + Penalty 2564.804014 = -205422.594314
  nChanged 38
		SP:Iteration 7Q (140351.050000 sec): 3 clusters
  Score: Raw -208013.182675 + Penalty 2564.804014 = -205448.378661
  nChanged 41
		SP:Iteration 8Q (140351.110000 sec): 3 clusters
  Score: Raw -208033.590134 + Penalty 2564.804014 = -205468.786119
  nChanged 30
		SP:Iteration 9Q (140351.160000 sec): 3 clusters
  Score: Raw -208053.266211 + Penalty 2564.804014 = -205488.462197
  nChanged 31
		SP:Iteration 10Q (140351.210000 sec): 3 clusters
  Score: Raw -208070.468521 + Penalty 2564.804014 = -205505.664506
  nChanged 26
		SP:Iteration 11Q (140351.260000 sec): 3 clusters
  Score: Raw -208080.352659 + Penalty 2564.804014 = -205515.548645
  nChanged 15
		SP:Iteration 12Q (140351.310000 sec): 3 clusters
  Score: Raw -208087.183924 + Penalty 2564.804014 = -205522.379910
  nChanged 17
		SP:Iteration 13Q (140351.360000 sec): 3 clusters
  Score: Raw -208096.556629 + Penalty 2564.804014 = -205531.752615
  nChanged 14
		SP:Iteration 14Q (140351.410000 sec): 3 clusters
  Score: Raw -208103.995695 + Penalty 2564.804014 = -205539.191681
  nChanged 14
		SP:Iteration 15Q (140351.460000 sec): 3 clusters
  Score: Raw -208112.086075 + Penalty 2564.804014 = -205547.282061
  nChanged 9
		SP:Iteration 16Q (140351.510000 sec): 3 clusters
  Score: Raw -208117.324134 + Penalty 2564.804014 = -205552.520120
  nChanged 6
		SP:Iteration 17Q (140351.560000 sec): 3 clusters
  Score: Raw -208119.588695 + Penalty 2564.804014 = -205554.784681
  nChanged 5
		SP:Iteration 18Q (140351.610000 sec): 3 clusters
  Score: Raw -208121.501938 + Penalty 2564.804014 = -205556.697923
  nChanged 4
		SP:Iteration 19Q (140351.660000 sec): 3 clusters
  Score: Raw -208122.812219 + Penalty 2564.804014 = -205558.008205
  nChanged 2
		SP:Iteration 20F (140351.710000 sec): 3 clusters
  Score: Raw -208123.815853 + Penalty 2564.804014 = -205559.011839
  nChanged 4
		SP:Iteration 21Q (140351.760000 sec): 3 clusters
  Score: Raw -208125.230077 + Penalty 2564.804014 = -205560.426063
  nChanged 6
		SP:Iteration 22Q (140351.810000 sec): 3 clusters
  Score: Raw -208128.755219 + Penalty 2564.804014 = -205563.951205
  nChanged 4
		SP:Iteration 23Q (140351.860000 sec): 3 clusters
  Score: Raw -208130.887892 + Penalty 2564.804014 = -205566.083877
  nChanged 5
		SP:Iteration 24Q (140351.910000 sec): 3 clusters
  Score: Raw -208135.279879 + Penalty 2564.804014 = -205570.475865
  nChanged 5
		SP:Iteration 25Q (140351.960000 sec): 3 clusters
  Score: Raw -208138.486129 + Penalty 2564.804014 = -205573.682115
  nChanged 9
		SP:Iteration 26Q (140352.010000 sec): 3 clusters
  Score: Raw -208148.594729 + Penalty 2564.804014 = -205583.790715
  nChanged 11
		SP:Iteration 27Q (140352.060000 sec): 3 clusters
  Score: Raw -208159.243869 + Penalty 2564.804014 = -205594.439855
  nChanged 13
		SP:Iteration 28Q (140352.110000 sec): 3 clusters
  Score: Raw -208171.166608 + Penalty 2564.804014 = -205606.362594
  nChanged 18
		SP:Iteration 29Q (140352.160000 sec): 3 clusters
  Score: Raw -208191.547942 + Penalty 2564.804014 = -205626.743928
  nChanged 18
		SP:Iteration 30Q (140352.210000 sec): 3 clusters
  Score: Raw -208199.625966 + Penalty 2564.804014 = -205634.821952
  nChanged 9
		SP:Iteration 31Q (140352.260000 sec): 3 clusters
  Score: Raw -208202.229485 + Penalty 2564.804014 = -205637.425471
  nChanged 5
		SP:Iteration 32Q (140352.310000 sec): 3 clusters
  Score: Raw -208204.391213 + Penalty 2564.804014 = -205639.587199
  nChanged 3
		SP:Iteration 33Q (140352.350000 sec): 3 clusters
  Score: Raw -208206.978481 + Penalty 2564.804014 = -205642.174466
  nChanged 4
		SP:Iteration 34Q (140352.410000 sec): 3 clusters
  Score: Raw -208209.723151 + Penalty 2564.804014 = -205644.919137
  nChanged 3
		SP:Iteration 35Q (140352.450000 sec): 3 clusters
  Score: Raw -208211.145912 + Penalty 2564.804014 = -205646.341898
  nChanged 2
		SP:Iteration 36Q (140352.500000 sec): 3 clusters
  Score: Raw -208213.117916 + Penalty 2564.804014 = -205648.313901
  nChanged 2
		SP:Iteration 37Q (140352.550000 sec): 3 clusters
  Score: Raw -208216.450068 + Penalty 2564.804014 = -205651.646053
  nChanged 7
		SP:Iteration 38Q (140352.600000 sec): 3 clusters
  Score: Raw -208221.515658 + Penalty 2564.804014 = -205656.711644
  nChanged 9
		SP:Iteration 39Q (140352.650000 sec): 3 clusters
  Score: Raw -208226.290328 + Penalty 2564.804014 = -205661.486313
  nChanged 8
		SP:Iteration 40F (140352.700000 sec): 3 clusters
  Score: Raw -208230.711366 + Penalty 2564.804014 = -205665.907352
  nChanged 5
		SP:Iteration 41Q (140352.750000 sec): 3 clusters
  Score: Raw -208236.501828 + Penalty 2564.804014 = -205671.697814
  nChanged 7
		SP:Iteration 42Q (140352.800000 sec): 3 clusters
  Score: Raw -208244.558353 + Penalty 2564.804014 = -205679.754338
  nChanged 6
		SP:Iteration 43Q (140352.850000 sec): 3 clusters
  Score: Raw -208248.197515 + Penalty 2564.804014 = -205683.393500
  nChanged 7
		SP:Iteration 44Q (140352.900000 sec): 3 clusters
  Score: Raw -208253.607624 + Penalty 2564.804014 = -205688.803609
  nChanged 8
		SP:Iteration 45Q (140352.950000 sec): 3 clusters
  Score: Raw -208257.098419 + Penalty 2564.804014 = -205692.294405
  nChanged 4
		SP:Iteration 46Q (140353.000000 sec): 3 clusters
  Score: Raw -208259.423837 + Penalty 2564.804014 = -205694.619823
  nChanged 3
		SP:Iteration 47Q (140353.050000 sec): 3 clusters
  Score: Raw -208260.569857 + Penalty 2564.804014 = -205695.765843
  nChanged 4
		SP:Iteration 48Q (140353.090000 sec): 3 clusters
  Score: Raw -208262.871283 + Penalty 2564.804014 = -205698.067269
  nChanged 2
		SP:Iteration 49Q (140353.150000 sec): 3 clusters
  Score: Raw -208263.442260 + Penalty 2564.804014 = -205698.638246
  nChanged 0
		SP:Iteration 50F (140353.190000 sec): 3 clusters
  Score: Raw -208263.442260 + Penalty 2564.804014 = -205698.638246
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 74 (7423 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (140353.290000 sec): 2 clusters
  Score: Raw -648236.813326 + Penalty 1448.255017 = -646788.558309
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (140353.420000 sec): 3 clusters
  Score: Raw -644211.390322 + Penalty 2896.510034 = -641314.880288
  nChanged 3093
		SP:Iteration 1F (140353.530000 sec): 3 clusters
  Score: Raw -645917.378090 + Penalty 2896.510034 = -643020.868056
  nChanged 484
		SP:Iteration 2F (140353.650000 sec): 3 clusters
  Score: Raw -646163.755243 + Penalty 2896.510034 = -643267.245208
  nChanged 412
		SP:Iteration 3F (140353.760000 sec): 3 clusters
  Score: Raw -646383.905662 + Penalty 2896.510034 = -643487.395627
  nChanged 350
		SP:Iteration 4Q (140353.880000 sec): 3 clusters
  Score: Raw -646549.705921 + Penalty 2896.510034 = -643653.195887
  nChanged 313
		SP:Iteration 5Q (140354.020000 sec): 3 clusters
  Score: Raw -646693.919931 + Penalty 2896.510034 = -643797.409897
  nChanged 293
		SP:Iteration 6Q (140354.150000 sec): 3 clusters
  Score: Raw -646835.876666 + Penalty 2896.510034 = -643939.366632
  nChanged 285
		SP:Iteration 7Q (140354.280000 sec): 3 clusters
  Score: Raw -646981.634042 + Penalty 2896.510034 = -644085.124008
  nChanged 274
		SP:Iteration 8Q (140354.410000 sec): 3 clusters
  Score: Raw -647125.987527 + Penalty 2896.510034 = -644229.477493
  nChanged 286
		SP:Iteration 9Q (140354.550000 sec): 3 clusters
  Score: Raw -647285.669280 + Penalty 2896.510034 = -644389.159245
  nChanged 276
		SP:Iteration 10Q (140354.670000 sec): 3 clusters
  Score: Raw -647440.644274 + Penalty 2896.510034 = -644544.134240
  nChanged 257
		SP:Iteration 11Q (140354.810000 sec): 3 clusters
  Score: Raw -647603.482158 + Penalty 2896.510034 = -644706.972124
  nChanged 236
		SP:Iteration 12Q (140354.930000 sec): 3 clusters
  Score: Raw -647759.407524 + Penalty 2896.510034 = -644862.897489
  nChanged 209
		SP:Iteration 13Q (140355.060000 sec): 3 clusters
  Score: Raw -647902.072816 + Penalty 2896.510034 = -645005.562782
  nChanged 160
		SP:Iteration 14Q (140355.180000 sec): 3 clusters
  Score: Raw -648001.928106 + Penalty 2896.510034 = -645105.418072
  nChanged 140
		SP:Iteration 15Q (140355.310000 sec): 3 clusters
  Score: Raw -648092.199628 + Penalty 2896.510034 = -645195.689593
  nChanged 118
		SP:Iteration 16Q (140355.430000 sec): 3 clusters
  Score: Raw -648179.684997 + Penalty 2896.510034 = -645283.174963
  nChanged 110
		SP:Iteration 17Q (140355.550000 sec): 3 clusters
  Score: Raw -648261.877776 + Penalty 2896.510034 = -645365.367742
  nChanged 102
		SP:Iteration 18Q (140355.670000 sec): 3 clusters
  Score: Raw -648327.950379 + Penalty 2896.510034 = -645431.440345
  nChanged 65
		SP:Iteration 19Q (140355.800000 sec): 3 clusters
  Score: Raw -648373.006458 + Penalty 2896.510034 = -645476.496424
  nChanged 52
		SP:Iteration 20F (140355.930000 sec): 3 clusters
  Score: Raw -648409.827042 + Penalty 2896.510034 = -645513.317008
  nChanged 48
		SP:Iteration 21Q (140356.050000 sec): 3 clusters
  Score: Raw -648443.786617 + Penalty 2896.510034 = -645547.276583
  nChanged 39
		SP:Iteration 22Q (140356.180000 sec): 3 clusters
  Score: Raw -648470.403368 + Penalty 2896.510034 = -645573.893334
  nChanged 31
		SP:Iteration 23Q (140356.300000 sec): 3 clusters
  Score: Raw -648492.968452 + Penalty 2896.510034 = -645596.458417
  nChanged 24
		SP:Iteration 24Q (140356.430000 sec): 3 clusters
  Score: Raw -648506.662626 + Penalty 2896.510034 = -645610.152591
  nChanged 17
		SP:Iteration 25Q (140356.550000 sec): 3 clusters
  Score: Raw -648517.341720 + Penalty 2896.510034 = -645620.831686
  nChanged 6
		SP:Iteration 26Q (140356.670000 sec): 3 clusters
  Score: Raw -648523.453504 + Penalty 2896.510034 = -645626.943470
  nChanged 10
		SP:Iteration 27Q (140356.790000 sec): 3 clusters
  Score: Raw -648530.795872 + Penalty 2896.510034 = -645634.285838
  nChanged 9
		SP:Iteration 28Q (140356.920000 sec): 3 clusters
  Score: Raw -648536.536924 + Penalty 2896.510034 = -645640.026890
  nChanged 8
		SP:Iteration 29Q (140357.040000 sec): 3 clusters
  Score: Raw -648541.322873 + Penalty 2896.510034 = -645644.812838
  nChanged 3
		SP:Iteration 30Q (140357.160000 sec): 3 clusters
  Score: Raw -648544.528871 + Penalty 2896.510034 = -645648.018836
  nChanged 5
		SP:Iteration 31Q (140357.290000 sec): 3 clusters
  Score: Raw -648547.731698 + Penalty 2896.510034 = -645651.221663
  nChanged 4
		SP:Iteration 32Q (140357.410000 sec): 3 clusters
  Score: Raw -648549.961882 + Penalty 2896.510034 = -645653.451848
  nChanged 0
		SP:Iteration 33F (140357.530000 sec): 3 clusters
  Score: Raw -648549.961882 + Penalty 2896.510034 = -645653.451848
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 75 (2763 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (140357.610000 sec): 2 clusters
  Score: Raw -231041.984402 + Penalty 1287.661753 = -229754.322649
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (140357.670000 sec): 3 clusters
  Score: Raw -229748.251139 + Penalty 2575.323506 = -227172.927634
  nChanged 1040
		SP:Iteration 1F (140357.720000 sec): 3 clusters
  Score: Raw -230374.668620 + Penalty 2575.323506 = -227799.345114
  nChanged 245
		SP:Iteration 2F (140357.770000 sec): 3 clusters
  Score: Raw -230545.610647 + Penalty 2575.323506 = -227970.287142
  nChanged 147
		SP:Iteration 3F (140357.830000 sec): 3 clusters
  Score: Raw -230652.861427 + Penalty 2575.323506 = -228077.537922
  nChanged 130
		SP:Iteration 4Q (140357.880000 sec): 3 clusters
  Score: Raw -230738.053326 + Penalty 2575.323506 = -228162.729820
  nChanged 110
		SP:Iteration 5Q (140357.930000 sec): 3 clusters
  Score: Raw -230815.235977 + Penalty 2575.323506 = -228239.912472
  nChanged 85
		SP:Iteration 6Q (140357.990000 sec): 3 clusters
  Score: Raw -230868.204963 + Penalty 2575.323506 = -228292.881457
  nChanged 67
		SP:Iteration 7Q (140358.040000 sec): 3 clusters
  Score: Raw -230910.460038 + Penalty 2575.323506 = -228335.136532
  nChanged 73
		SP:Iteration 8Q (140358.090000 sec): 3 clusters
  Score: Raw -230960.924562 + Penalty 2575.323506 = -228385.601057
  nChanged 77
		SP:Iteration 9Q (140358.140000 sec): 3 clusters
  Score: Raw -231006.115273 + Penalty 2575.323506 = -228430.791768
  nChanged 71
		SP:Iteration 10Q (140358.200000 sec): 3 clusters
  Score: Raw -231045.086237 + Penalty 2575.323506 = -228469.762731
  nChanged 48
		SP:Iteration 11Q (140358.250000 sec): 3 clusters
  Score: Raw -231069.615398 + Penalty 2575.323506 = -228494.291892
  nChanged 39
		SP:Iteration 12Q (140358.300000 sec): 3 clusters
  Score: Raw -231090.837932 + Penalty 2575.323506 = -228515.514427
  nChanged 39
		SP:Iteration 13Q (140358.350000 sec): 3 clusters
  Score: Raw -231109.609288 + Penalty 2575.323506 = -228534.285782
  nChanged 34
		SP:Iteration 14Q (140358.410000 sec): 3 clusters
  Score: Raw -231126.855270 + Penalty 2575.323506 = -228551.531764
  nChanged 41
		SP:Iteration 15Q (140358.460000 sec): 3 clusters
  Score: Raw -231151.595920 + Penalty 2575.323506 = -228576.272415
  nChanged 45
		SP:Iteration 16Q (140358.510000 sec): 3 clusters
  Score: Raw -231176.419649 + Penalty 2575.323506 = -228601.096144
  nChanged 36
		SP:Iteration 17Q (140358.570000 sec): 3 clusters
  Score: Raw -231211.494509 + Penalty 2575.323506 = -228636.171003
  nChanged 53
		SP:Iteration 18Q (140358.620000 sec): 3 clusters
  Score: Raw -231253.691748 + Penalty 2575.323506 = -228678.368242
  nChanged 53
		SP:Iteration 19Q (140358.670000 sec): 3 clusters
  Score: Raw -231296.495935 + Penalty 2575.323506 = -228721.172429
  nChanged 57
		SP:Iteration 20F (140358.720000 sec): 3 clusters
  Score: Raw -231334.670578 + Penalty 2575.323506 = -228759.347072
  nChanged 45
		SP:Iteration 21Q (140358.770000 sec): 3 clusters
  Score: Raw -231359.915085 + Penalty 2575.323506 = -228784.591580
  nChanged 39
		SP:Iteration 22Q (140358.830000 sec): 3 clusters
  Score: Raw -231378.026833 + Penalty 2575.323506 = -228802.703327
  nChanged 31
		SP:Iteration 23Q (140358.880000 sec): 3 clusters
  Score: Raw -231394.925637 + Penalty 2575.323506 = -228819.602132
  nChanged 30
		SP:Iteration 24Q (140358.930000 sec): 3 clusters
  Score: Raw -231410.622512 + Penalty 2575.323506 = -228835.299007
  nChanged 25
		SP:Iteration 25Q (140358.990000 sec): 3 clusters
  Score: Raw -231423.501129 + Penalty 2575.323506 = -228848.177624
  nChanged 15
		SP:Iteration 26Q (140359.040000 sec): 3 clusters
  Score: Raw -231428.902543 + Penalty 2575.323506 = -228853.579037
  nChanged 11
		SP:Iteration 27Q (140359.090000 sec): 3 clusters
  Score: Raw -231433.520918 + Penalty 2575.323506 = -228858.197412
  nChanged 7
		SP:Iteration 28Q (140359.140000 sec): 3 clusters
  Score: Raw -231436.127867 + Penalty 2575.323506 = -228860.804361
  nChanged 5
		SP:Iteration 29Q (140359.190000 sec): 3 clusters
  Score: Raw -231437.602365 + Penalty 2575.323506 = -228862.278859
  nChanged 4
		SP:Iteration 30Q (140359.250000 sec): 3 clusters
  Score: Raw -231438.480063 + Penalty 2575.323506 = -228863.156558
  nChanged 3
		SP:Iteration 31Q (140359.300000 sec): 3 clusters
  Score: Raw -231439.237895 + Penalty 2575.323506 = -228863.914389
  nChanged 1
		SP:Iteration 32Q (140359.350000 sec): 3 clusters
  Score: Raw -231439.369399 + Penalty 2575.323506 = -228864.045894
  nChanged 0
		SP:Iteration 33F (140359.400000 sec): 3 clusters
  Score: Raw -231439.369399 + Penalty 2575.323506 = -228864.045894
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 76 (574 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (140359.450000 sec): 2 clusters
  Score: Raw -42244.783839 + Penalty 1032.302277 = -41212.481562
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (140359.460000 sec): 3 clusters
  Score: Raw -42197.285213 + Penalty 2064.604554 = -40132.680659
  nChanged 153
		SP:Iteration 1F (140359.470000 sec): 3 clusters
  Score: Raw -42433.067056 + Penalty 2064.604554 = -40368.462502
  nChanged 45
		SP:Iteration 2F (140359.480000 sec): 3 clusters
  Score: Raw -42541.129690 + Penalty 2064.604554 = -40476.525136
  nChanged 32
		SP:Iteration 3F (140359.490000 sec): 3 clusters
  Score: Raw -42598.176555 + Penalty 2064.604554 = -40533.572001
  nChanged 17
		SP:Iteration 4Q (140359.510000 sec): 3 clusters
  Score: Raw -42635.520409 + Penalty 2064.604554 = -40570.915856
  nChanged 12
		SP:Iteration 5Q (140359.520000 sec): 3 clusters
  Score: Raw -42658.135273 + Penalty 2064.604554 = -40593.530720
  nChanged 11
		SP:Iteration 6Q (140359.530000 sec): 3 clusters
  Score: Raw -42683.836697 + Penalty 2064.604554 = -40619.232143
  nChanged 11
		SP:Iteration 7Q (140359.540000 sec): 3 clusters
  Score: Raw -42702.664374 + Penalty 2064.604554 = -40638.059821
  nChanged 6
		SP:Iteration 8Q (140359.550000 sec): 3 clusters
  Score: Raw -42710.232299 + Penalty 2064.604554 = -40645.627745
  nChanged 3
		SP:Iteration 9Q (140359.570000 sec): 3 clusters
  Score: Raw -42712.923849 + Penalty 2064.604554 = -40648.319295
  nChanged 0
		SP:Iteration 10F (140359.570000 sec): 3 clusters
  Score: Raw -42712.923849 + Penalty 2064.604554 = -40648.319295
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 77 (5272 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (140359.660000 sec): 2 clusters
  Score: Raw -448609.858679 + Penalty 1392.651825 = -447217.206854
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (140359.760000 sec): 3 clusters
  Score: Raw -445867.106395 + Penalty 2785.303650 = -443081.802745
  nChanged 2169
		SP:Iteration 1F (140359.850000 sec): 3 clusters
  Score: Raw -447057.507807 + Penalty 2785.303650 = -444272.204157
  nChanged 371
		SP:Iteration 2F (140359.950000 sec): 3 clusters
  Score: Raw -447250.511106 + Penalty 2785.303650 = -444465.207457
  nChanged 276
		SP:Iteration 3F (140360.050000 sec): 3 clusters
  Score: Raw -447387.417904 + Penalty 2785.303650 = -444602.114254
  nChanged 231
		SP:Iteration 4Q (140360.140000 sec): 3 clusters
  Score: Raw -447512.509650 + Penalty 2785.303650 = -444727.206000
  nChanged 217
		SP:Iteration 5Q (140360.240000 sec): 3 clusters
  Score: Raw -447631.074665 + Penalty 2785.303650 = -444845.771016
  nChanged 215
		SP:Iteration 6Q (140360.340000 sec): 3 clusters
  Score: Raw -447737.545962 + Penalty 2785.303650 = -444952.242313
  nChanged 193
		SP:Iteration 7Q (140360.510000 sec): 3 clusters
  Score: Raw -447837.783032 + Penalty 2785.303650 = -445052.479382
  nChanged 200
		SP:Iteration 8Q (140360.610000 sec): 3 clusters
  Score: Raw -447937.951121 + Penalty 2785.303650 = -445152.647472
  nChanged 171
		SP:Iteration 9Q (140360.700000 sec): 3 clusters
  Score: Raw -448029.037230 + Penalty 2785.303650 = -445243.733581
  nChanged 166
		SP:Iteration 10Q (140360.800000 sec): 3 clusters
  Score: Raw -448125.648355 + Penalty 2785.303650 = -445340.344705
  nChanged 165
		SP:Iteration 11Q (140360.900000 sec): 3 clusters
  Score: Raw -448221.999833 + Penalty 2785.303650 = -445436.696183
  nChanged 147
		SP:Iteration 12Q (140360.990000 sec): 3 clusters
  Score: Raw -448308.126273 + Penalty 2785.303650 = -445522.822623
  nChanged 141
		SP:Iteration 13Q (140361.090000 sec): 3 clusters
  Score: Raw -448398.604550 + Penalty 2785.303650 = -445613.300900
  nChanged 133
		SP:Iteration 14Q (140361.190000 sec): 3 clusters
  Score: Raw -448478.602436 + Penalty 2785.303650 = -445693.298787
  nChanged 124
		SP:Iteration 15Q (140361.280000 sec): 3 clusters
  Score: Raw -448557.860140 + Penalty 2785.303650 = -445772.556490
  nChanged 100
		SP:Iteration 16Q (140361.380000 sec): 3 clusters
  Score: Raw -448618.388649 + Penalty 2785.303650 = -445833.084999
  nChanged 91
		SP:Iteration 17Q (140361.470000 sec): 3 clusters
  Score: Raw -448668.840613 + Penalty 2785.303650 = -445883.536963
  nChanged 63
		SP:Iteration 18Q (140361.570000 sec): 3 clusters
  Score: Raw -448704.541281 + Penalty 2785.303650 = -445919.237631
  nChanged 59
		SP:Iteration 19Q (140361.660000 sec): 3 clusters
  Score: Raw -448736.792247 + Penalty 2785.303650 = -445951.488597
  nChanged 49
		SP:Iteration 20F (140361.760000 sec): 3 clusters
  Score: Raw -448761.713097 + Penalty 2785.303650 = -445976.409447
  nChanged 39
		SP:Iteration 21Q (140361.850000 sec): 3 clusters
  Score: Raw -448778.917184 + Penalty 2785.303650 = -445993.613534
  nChanged 29
		SP:Iteration 22Q (140361.950000 sec): 3 clusters
  Score: Raw -448795.422601 + Penalty 2785.303650 = -446010.118951
  nChanged 26
		SP:Iteration 23Q (140362.040000 sec): 3 clusters
  Score: Raw -448808.678503 + Penalty 2785.303650 = -446023.374854
  nChanged 17
		SP:Iteration 24Q (140362.130000 sec): 3 clusters
  Score: Raw -448817.274388 + Penalty 2785.303650 = -446031.970738
  nChanged 13
		SP:Iteration 25Q (140362.230000 sec): 3 clusters
  Score: Raw -448826.328036 + Penalty 2785.303650 = -446041.024386
  nChanged 12
		SP:Iteration 26Q (140362.320000 sec): 3 clusters
  Score: Raw -448832.223435 + Penalty 2785.303650 = -446046.919785
  nChanged 9
		SP:Iteration 27Q (140362.410000 sec): 3 clusters
  Score: Raw -448839.122593 + Penalty 2785.303650 = -446053.818943
  nChanged 10
		SP:Iteration 28Q (140362.510000 sec): 3 clusters
  Score: Raw -448845.962789 + Penalty 2785.303650 = -446060.659140
  nChanged 13
		SP:Iteration 29Q (140362.600000 sec): 3 clusters
  Score: Raw -448853.664490 + Penalty 2785.303650 = -446068.360840
  nChanged 8
		SP:Iteration 30Q (140362.690000 sec): 3 clusters
  Score: Raw -448857.568512 + Penalty 2785.303650 = -446072.264862
  nChanged 10
		SP:Iteration 31Q (140362.790000 sec): 3 clusters
  Score: Raw -448863.097677 + Penalty 2785.303650 = -446077.794027
  nChanged 9
		SP:Iteration 32Q (140362.880000 sec): 3 clusters
  Score: Raw -448869.568544 + Penalty 2785.303650 = -446084.264894
  nChanged 13
		SP:Iteration 33Q (140362.970000 sec): 3 clusters
  Score: Raw -448878.515171 + Penalty 2785.303650 = -446093.211521
  nChanged 13
		SP:Iteration 34Q (140363.070000 sec): 3 clusters
  Score: Raw -448886.789061 + Penalty 2785.303650 = -446101.485412
  nChanged 11
		SP:Iteration 35Q (140363.160000 sec): 3 clusters
  Score: Raw -448893.411792 + Penalty 2785.303650 = -446108.108142
  nChanged 6
		SP:Iteration 36Q (140363.250000 sec): 3 clusters
  Score: Raw -448896.726472 + Penalty 2785.303650 = -446111.422822
  nChanged 2
		SP:Iteration 37Q (140363.340000 sec): 3 clusters
  Score: Raw -448897.243364 + Penalty 2785.303650 = -446111.939714
  nChanged 0
		SP:Iteration 38F (140363.440000 sec): 3 clusters
  Score: Raw -448897.243364 + Penalty 2785.303650 = -446111.939714
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 78 (3383 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (140363.510000 sec): 2 clusters
  Score: Raw -301218.205081 + Penalty 1320.559202 = -299897.645878
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (140363.570000 sec): 3 clusters
  Score: Raw -299613.948521 + Penalty 2641.118405 = -296972.830116
  nChanged 1299
		SP:Iteration 1F (140363.640000 sec): 3 clusters
  Score: Raw -300447.947691 + Penalty 2641.118405 = -297806.829286
  nChanged 257
		SP:Iteration 2F (140363.710000 sec): 3 clusters
  Score: Raw -300630.189028 + Penalty 2641.118405 = -297989.070623
  nChanged 193
		SP:Iteration 3F (140363.770000 sec): 3 clusters
  Score: Raw -300774.367399 + Penalty 2641.118405 = -298133.248994
  nChanged 168
		SP:Iteration 4Q (140363.830000 sec): 3 clusters
  Score: Raw -300920.000823 + Penalty 2641.118405 = -298278.882418
  nChanged 166
		SP:Iteration 5Q (140363.900000 sec): 3 clusters
  Score: Raw -301055.316283 + Penalty 2641.118405 = -298414.197878
  nChanged 158
		SP:Iteration 6Q (140363.960000 sec): 3 clusters
  Score: Raw -301226.528061 + Penalty 2641.118405 = -298585.409656
  nChanged 167
		SP:Iteration 7Q (140364.030000 sec): 3 clusters
  Score: Raw -301366.389232 + Penalty 2641.118405 = -298725.270827
  nChanged 148
		SP:Iteration 8Q (140364.090000 sec): 3 clusters
  Score: Raw -301478.092563 + Penalty 2641.118405 = -298836.974158
  nChanged 132
		SP:Iteration 9Q (140364.150000 sec): 3 clusters
  Score: Raw -301564.017989 + Penalty 2641.118405 = -298922.899584
  nChanged 112
		SP:Iteration 10Q (140364.220000 sec): 3 clusters
  Score: Raw -301637.183657 + Penalty 2641.118405 = -298996.065252
  nChanged 93
		SP:Iteration 11Q (140364.280000 sec): 3 clusters
  Score: Raw -301692.962264 + Penalty 2641.118405 = -299051.843860
  nChanged 76
		SP:Iteration 12Q (140364.350000 sec): 3 clusters
  Score: Raw -301735.596442 + Penalty 2641.118405 = -299094.478038
  nChanged 60
		SP:Iteration 13Q (140364.420000 sec): 3 clusters
  Score: Raw -301765.087999 + Penalty 2641.118405 = -299123.969594
  nChanged 40
		SP:Iteration 14Q (140364.480000 sec): 3 clusters
  Score: Raw -301779.518850 + Penalty 2641.118405 = -299138.400445
  nChanged 24
		SP:Iteration 15Q (140364.540000 sec): 3 clusters
  Score: Raw -301788.521862 + Penalty 2641.118405 = -299147.403457
  nChanged 19
		SP:Iteration 16Q (140364.610000 sec): 3 clusters
  Score: Raw -301795.974391 + Penalty 2641.118405 = -299154.855986
  nChanged 15
		SP:Iteration 17Q (140364.670000 sec): 3 clusters
  Score: Raw -301800.178668 + Penalty 2641.118405 = -299159.060263
  nChanged 9
		SP:Iteration 18Q (140364.730000 sec): 3 clusters
  Score: Raw -301802.419649 + Penalty 2641.118405 = -299161.301244
  nChanged 8
		SP:Iteration 19Q (140364.790000 sec): 3 clusters
  Score: Raw -301804.444139 + Penalty 2641.118405 = -299163.325735
  nChanged 4
		SP:Iteration 20F (140364.850000 sec): 3 clusters
  Score: Raw -301806.137468 + Penalty 2641.118405 = -299165.019063
  nChanged 3
		SP:Iteration 21Q (140364.920000 sec): 3 clusters
  Score: Raw -301807.127602 + Penalty 2641.118405 = -299166.009197
  nChanged 1
		SP:Iteration 22Q (140364.980000 sec): 3 clusters
  Score: Raw -301807.195852 + Penalty 2641.118405 = -299166.077447
  nChanged 0
		SP:Iteration 23F (140365.050000 sec): 3 clusters
  Score: Raw -301807.195852 + Penalty 2641.118405 = -299166.077447
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 79 (1821 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (140365.110000 sec): 2 clusters
  Score: Raw -143308.268562 + Penalty 1219.910425 = -142088.358137
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (140365.140000 sec): 3 clusters
  Score: Raw -142593.208722 + Penalty 2439.820851 = -140153.387871
  nChanged 614
		SP:Iteration 1F (140365.180000 sec): 3 clusters
  Score: Raw -143073.822433 + Penalty 2439.820851 = -140634.001582
  nChanged 151
		SP:Iteration 2F (140365.210000 sec): 3 clusters
  Score: Raw -143208.138737 + Penalty 2439.820851 = -140768.317886
  nChanged 98
		SP:Iteration 3F (140365.250000 sec): 3 clusters
  Score: Raw -143305.875333 + Penalty 2439.820851 = -140866.054482
  nChanged 69
		SP:Iteration 4Q (140365.280000 sec): 3 clusters
  Score: Raw -143394.317819 + Penalty 2439.820851 = -140954.496968
  nChanged 82
		SP:Iteration 5Q (140365.310000 sec): 3 clusters
  Score: Raw -143511.611698 + Penalty 2439.820851 = -141071.790847
  nChanged 80
		SP:Iteration 6Q (140365.350000 sec): 3 clusters
  Score: Raw -143648.426971 + Penalty 2439.820851 = -141208.606120
  nChanged 82
		SP:Iteration 7Q (140365.380000 sec): 3 clusters
  Score: Raw -143801.292651 + Penalty 2439.820851 = -141361.471800
  nChanged 71
		SP:Iteration 8Q (140365.420000 sec): 3 clusters
  Score: Raw -143958.008407 + Penalty 2439.820851 = -141518.187556
  nChanged 50
		SP:Iteration 9Q (140365.450000 sec): 3 clusters
  Score: Raw -144023.270852 + Penalty 2439.820851 = -141583.450001
  nChanged 35
		SP:Iteration 10Q (140365.480000 sec): 3 clusters
  Score: Raw -144056.642532 + Penalty 2439.820851 = -141616.821681
  nChanged 19
		SP:Iteration 11Q (140365.520000 sec): 3 clusters
  Score: Raw -144069.735469 + Penalty 2439.820851 = -141629.914618
  nChanged 15
		SP:Iteration 12Q (140365.550000 sec): 3 clusters
  Score: Raw -144076.883530 + Penalty 2439.820851 = -141637.062679
  nChanged 8
		SP:Iteration 13Q (140365.580000 sec): 3 clusters
  Score: Raw -144083.726551 + Penalty 2439.820851 = -141643.905700
  nChanged 7
		SP:Iteration 14Q (140365.610000 sec): 3 clusters
  Score: Raw -144089.047035 + Penalty 2439.820851 = -141649.226184
  nChanged 6
		SP:Iteration 15Q (140365.650000 sec): 3 clusters
  Score: Raw -144093.539512 + Penalty 2439.820851 = -141653.718661
  nChanged 4
		SP:Iteration 16Q (140365.680000 sec): 3 clusters
  Score: Raw -144096.737759 + Penalty 2439.820851 = -141656.916908
  nChanged 0
		SP:Iteration 17F (140365.710000 sec): 3 clusters
  Score: Raw -144096.737759 + Penalty 2439.820851 = -141656.916908
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 80 (545 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (140365.750000 sec): 2 clusters
  Score: Raw -49461.878464 + Penalty 1023.877692 = -48438.000772
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (140365.760000 sec): 3 clusters
  Score: Raw -49337.600418 + Penalty 2047.755383 = -47289.845035
  nChanged 115
		SP:Iteration 1F (140365.770000 sec): 3 clusters
  Score: Raw -49488.319442 + Penalty 2047.755383 = -47440.564058
  nChanged 35
		SP:Iteration 2F (140365.790000 sec): 3 clusters
  Score: Raw -49548.799151 + Penalty 2047.755383 = -47501.043768
  nChanged 16
		SP:Iteration 3Q (140365.800000 sec): 3 clusters
  Score: Raw -49578.531504 + Penalty 2047.755383 = -47530.776120
  nChanged 13
		SP:Iteration 4Q (140365.810000 sec): 3 clusters
  Score: Raw -49608.186378 + Penalty 2047.755383 = -47560.430995
  nChanged 12
		SP:Iteration 5Q (140365.820000 sec): 3 clusters
  Score: Raw -49638.192284 + Penalty 2047.755383 = -47590.436900
  nChanged 8
		SP:Iteration 6Q (140365.830000 sec): 3 clusters
  Score: Raw -49665.085046 + Penalty 2047.755383 = -47617.329663
  nChanged 8
		SP:Iteration 7Q (140365.840000 sec): 3 clusters
  Score: Raw -49687.157812 + Penalty 2047.755383 = -47639.402429
  nChanged 4
		SP:Iteration 8Q (140365.850000 sec): 3 clusters
  Score: Raw -49691.105999 + Penalty 2047.755383 = -47643.350616
  nChanged 2
		SP:Iteration 9Q (140365.870000 sec): 3 clusters
  Score: Raw -49694.111662 + Penalty 2047.755383 = -47646.356279
  nChanged 2
		SP:Iteration 10Q (140365.880000 sec): 3 clusters
  Score: Raw -49695.568786 + Penalty 2047.755383 = -47647.813403
  nChanged 2
		SP:Iteration 11Q (140365.890000 sec): 3 clusters
  Score: Raw -49699.037707 + Penalty 2047.755383 = -47651.282324
  nChanged 2
		SP:Iteration 12Q (140365.900000 sec): 3 clusters
  Score: Raw -49700.815679 + Penalty 2047.755383 = -47653.060295
  nChanged 0
		SP:Iteration 13F (140365.910000 sec): 3 clusters
  Score: Raw -49700.815679 + Penalty 2047.755383 = -47653.060295
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 81 (5331 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (140365.990000 sec): 2 clusters
  Score: Raw -456444.513774 + Penalty 1394.460294 = -455050.053480
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (140366.090000 sec): 3 clusters
  Score: Raw -453692.668866 + Penalty 2788.920588 = -450903.748278
  nChanged 2155
		SP:Iteration 1F (140366.190000 sec): 3 clusters
  Score: Raw -454838.520634 + Penalty 2788.920588 = -452049.600046
  nChanged 386
		SP:Iteration 2F (140366.290000 sec): 3 clusters
  Score: Raw -455040.614552 + Penalty 2788.920588 = -452251.693964
  nChanged 272
		SP:Iteration 3F (140366.370000 sec): 3 clusters
  Score: Raw -455165.147256 + Penalty 2788.920588 = -452376.226668
  nChanged 244
		SP:Iteration 4Q (140366.470000 sec): 3 clusters
  Score: Raw -455278.555228 + Penalty 2788.920588 = -452489.634641
  nChanged 209
		SP:Iteration 5Q (140366.570000 sec): 3 clusters
  Score: Raw -455381.640561 + Penalty 2788.920588 = -452592.719973
  nChanged 195
		SP:Iteration 6Q (140366.670000 sec): 3 clusters
  Score: Raw -455482.518353 + Penalty 2788.920588 = -452693.597765
  nChanged 187
		SP:Iteration 7Q (140366.770000 sec): 3 clusters
  Score: Raw -455575.420008 + Penalty 2788.920588 = -452786.499420
  nChanged 184
		SP:Iteration 8Q (140366.870000 sec): 3 clusters
  Score: Raw -455686.267088 + Penalty 2788.920588 = -452897.346500
  nChanged 207
		SP:Iteration 9Q (140366.970000 sec): 3 clusters
  Score: Raw -455827.142622 + Penalty 2788.920588 = -453038.222034
  nChanged 198
		SP:Iteration 10Q (140367.070000 sec): 3 clusters
  Score: Raw -455957.881585 + Penalty 2788.920588 = -453168.960997
  nChanged 181
		SP:Iteration 11Q (140367.170000 sec): 3 clusters
  Score: Raw -456074.111404 + Penalty 2788.920588 = -453285.190816
  nChanged 160
		SP:Iteration 12Q (140367.270000 sec): 3 clusters
  Score: Raw -456178.259952 + Penalty 2788.920588 = -453389.339364
  nChanged 141
		SP:Iteration 13Q (140367.360000 sec): 3 clusters
  Score: Raw -456284.123736 + Penalty 2788.920588 = -453495.203148
  nChanged 116
		SP:Iteration 14Q (140367.460000 sec): 3 clusters
  Score: Raw -456377.052586 + Penalty 2788.920588 = -453588.131998
  nChanged 92
		SP:Iteration 15Q (140367.560000 sec): 3 clusters
  Score: Raw -456450.678346 + Penalty 2788.920588 = -453661.757758
  nChanged 75
		SP:Iteration 16Q (140367.650000 sec): 3 clusters
  Score: Raw -456534.557681 + Penalty 2788.920588 = -453745.637093
  nChanged 75
		SP:Iteration 17Q (140367.750000 sec): 3 clusters
  Score: Raw -456600.202754 + Penalty 2788.920588 = -453811.282166
  nChanged 44
		SP:Iteration 18Q (140367.850000 sec): 3 clusters
  Score: Raw -456643.045708 + Penalty 2788.920588 = -453854.125120
  nChanged 36
		SP:Iteration 19Q (140367.940000 sec): 3 clusters
  Score: Raw -456671.626134 + Penalty 2788.920588 = -453882.705546
  nChanged 26
		SP:Iteration 20F (140368.030000 sec): 3 clusters
  Score: Raw -456697.028443 + Penalty 2788.920588 = -453908.107855
  nChanged 17
		SP:Iteration 21Q (140368.130000 sec): 3 clusters
  Score: Raw -456714.293706 + Penalty 2788.920588 = -453925.373118
  nChanged 9
		SP:Iteration 22Q (140368.220000 sec): 3 clusters
  Score: Raw -456723.500350 + Penalty 2788.920588 = -453934.579762
  nChanged 8
		SP:Iteration 23Q (140368.310000 sec): 3 clusters
  Score: Raw -456731.110094 + Penalty 2788.920588 = -453942.189506
  nChanged 5
		SP:Iteration 24Q (140368.410000 sec): 3 clusters
  Score: Raw -456733.985248 + Penalty 2788.920588 = -453945.064660
  nChanged 3
		SP:Iteration 25Q (140368.500000 sec): 3 clusters
  Score: Raw -456735.736698 + Penalty 2788.920588 = -453946.816110
  nChanged 1
		SP:Iteration 26Q (140368.600000 sec): 3 clusters
  Score: Raw -456736.346931 + Penalty 2788.920588 = -453947.426343
  nChanged 0
		SP:Iteration 27F (140368.690000 sec): 3 clusters
  Score: Raw -456736.346931 + Penalty 2788.920588 = -453947.426343
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 82 (265 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (140368.740000 sec): 2 clusters
  Score: Raw -19614.469443 + Penalty 906.706097 = -18707.763346
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (140368.740000 sec): 3 clusters
  Score: Raw -19675.338101 + Penalty 1813.412193 = -17861.925907
  nChanged 58
		SP:Iteration 1F (140368.750000 sec): 3 clusters
  Score: Raw -19797.101179 + Penalty 1813.412193 = -17983.688986
  nChanged 12
		SP:Iteration 2Q (140368.760000 sec): 3 clusters
  Score: Raw -19837.997343 + Penalty 1813.412193 = -18024.585150
  nChanged 7
		SP:Iteration 3Q (140368.760000 sec): 3 clusters
  Score: Raw -19855.500942 + Penalty 1813.412193 = -18042.088749
  nChanged 3
		SP:Iteration 4Q (140368.770000 sec): 3 clusters
  Score: Raw -19862.931987 + Penalty 1813.412193 = -18049.519794
  nChanged 5
		SP:Iteration 5Q (140368.770000 sec): 3 clusters
  Score: Raw -19875.220510 + Penalty 1813.412193 = -18061.808317
  nChanged 4
		SP:Iteration 6Q (140368.780000 sec): 3 clusters
  Score: Raw -19883.257771 + Penalty 1813.412193 = -18069.845577
  nChanged 4
		SP:Iteration 7Q (140368.790000 sec): 3 clusters
  Score: Raw -19895.175126 + Penalty 1813.412193 = -18081.762933
  nChanged 6
		SP:Iteration 8Q (140368.790000 sec): 3 clusters
  Score: Raw -19910.467141 + Penalty 1813.412193 = -18097.054948
  nChanged 5
		SP:Iteration 9Q (140368.800000 sec): 3 clusters
  Score: Raw -19920.740239 + Penalty 1813.412193 = -18107.328046
  nChanged 5
		SP:Iteration 10Q (140368.800000 sec): 3 clusters
  Score: Raw -19933.745355 + Penalty 1813.412193 = -18120.333161
  nChanged 0
		SP:Iteration 11F (140368.810000 sec): 3 clusters
  Score: Raw -19933.745355 + Penalty 1813.412193 = -18120.333161
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 83 (1444 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (140368.870000 sec): 2 clusters
  Score: Raw -126175.425317 + Penalty 1182.215502 = -124993.209815
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (140368.900000 sec): 3 clusters
  Score: Raw -125618.772758 + Penalty 2364.431004 = -123254.341754
  nChanged 497
		SP:Iteration 1F (140368.920000 sec): 3 clusters
  Score: Raw -125963.551543 + Penalty 2364.431004 = -123599.120539
  nChanged 105
		SP:Iteration 2F (140368.950000 sec): 3 clusters
  Score: Raw -126034.738721 + Penalty 2364.431004 = -123670.307718
  nChanged 50
		SP:Iteration 3Q (140368.980000 sec): 3 clusters
  Score: Raw -126071.308387 + Penalty 2364.431004 = -123706.877383
  nChanged 36
		SP:Iteration 4Q (140369.010000 sec): 3 clusters
  Score: Raw -126096.873725 + Penalty 2364.431004 = -123732.442721
  nChanged 27
		SP:Iteration 5Q (140369.040000 sec): 3 clusters
  Score: Raw -126116.083935 + Penalty 2364.431004 = -123751.652932
  nChanged 21
		SP:Iteration 6Q (140369.060000 sec): 3 clusters
  Score: Raw -126134.143220 + Penalty 2364.431004 = -123769.712217
  nChanged 24
		SP:Iteration 7Q (140369.090000 sec): 3 clusters
  Score: Raw -126148.730653 + Penalty 2364.431004 = -123784.299649
  nChanged 12
		SP:Iteration 8Q (140369.120000 sec): 3 clusters
  Score: Raw -126154.271610 + Penalty 2364.431004 = -123789.840606
  nChanged 8
		SP:Iteration 9Q (140369.150000 sec): 3 clusters
  Score: Raw -126159.220515 + Penalty 2364.431004 = -123794.789511
  nChanged 5
		SP:Iteration 10Q (140369.180000 sec): 3 clusters
  Score: Raw -126162.713837 + Penalty 2364.431004 = -123798.282833
  nChanged 6
		SP:Iteration 11Q (140369.200000 sec): 3 clusters
  Score: Raw -126166.180726 + Penalty 2364.431004 = -123801.749722
  nChanged 6
		SP:Iteration 12Q (140369.240000 sec): 3 clusters
  Score: Raw -126168.778808 + Penalty 2364.431004 = -123804.347804
  nChanged 7
		SP:Iteration 13Q (140369.260000 sec): 3 clusters
  Score: Raw -126173.067538 + Penalty 2364.431004 = -123808.636534
  nChanged 9
		SP:Iteration 14Q (140369.290000 sec): 3 clusters
  Score: Raw -126178.575136 + Penalty 2364.431004 = -123814.144132
  nChanged 11
		SP:Iteration 15Q (140369.320000 sec): 3 clusters
  Score: Raw -126185.607935 + Penalty 2364.431004 = -123821.176932
  nChanged 13
		SP:Iteration 16Q (140369.350000 sec): 3 clusters
  Score: Raw -126196.233531 + Penalty 2364.431004 = -123831.802527
  nChanged 16
		SP:Iteration 17Q (140369.380000 sec): 3 clusters
  Score: Raw -126210.660112 + Penalty 2364.431004 = -123846.229108
  nChanged 21
		SP:Iteration 18Q (140369.400000 sec): 3 clusters
  Score: Raw -126228.228109 + Penalty 2364.431004 = -123863.797105
  nChanged 28
		SP:Iteration 19Q (140369.430000 sec): 3 clusters
  Score: Raw -126254.217984 + Penalty 2364.431004 = -123889.786980
  nChanged 28
		SP:Iteration 20F (140369.460000 sec): 3 clusters
  Score: Raw -126272.613081 + Penalty 2364.431004 = -123908.182077
  nChanged 21
		SP:Iteration 21Q (140369.490000 sec): 3 clusters
  Score: Raw -126289.995987 + Penalty 2364.431004 = -123925.564983
  nChanged 17
		SP:Iteration 22Q (140369.520000 sec): 3 clusters
  Score: Raw -126309.265520 + Penalty 2364.431004 = -123944.834516
  nChanged 22
		SP:Iteration 23Q (140369.540000 sec): 3 clusters
  Score: Raw -126326.895178 + Penalty 2364.431004 = -123962.464174
  nChanged 19
		SP:Iteration 24Q (140369.570000 sec): 3 clusters
  Score: Raw -126339.448167 + Penalty 2364.431004 = -123975.017163
  nChanged 13
		SP:Iteration 25Q (140369.600000 sec): 3 clusters
  Score: Raw -126350.981582 + Penalty 2364.431004 = -123986.550578
  nChanged 9
		SP:Iteration 26Q (140369.630000 sec): 3 clusters
  Score: Raw -126356.165715 + Penalty 2364.431004 = -123991.734711
  nChanged 9
		SP:Iteration 27Q (140369.660000 sec): 3 clusters
  Score: Raw -126361.130569 + Penalty 2364.431004 = -123996.699565
  nChanged 9
		SP:Iteration 28Q (140369.680000 sec): 3 clusters
  Score: Raw -126367.798302 + Penalty 2364.431004 = -124003.367298
  nChanged 10
		SP:Iteration 29Q (140369.710000 sec): 3 clusters
  Score: Raw -126375.779423 + Penalty 2364.431004 = -124011.348419
  nChanged 10
		SP:Iteration 30Q (140369.740000 sec): 3 clusters
  Score: Raw -126382.435291 + Penalty 2364.431004 = -124018.004287
  nChanged 9
		SP:Iteration 31Q (140369.770000 sec): 3 clusters
  Score: Raw -126387.247291 + Penalty 2364.431004 = -124022.816288
  nChanged 7
		SP:Iteration 32Q (140369.800000 sec): 3 clusters
  Score: Raw -126390.674387 + Penalty 2364.431004 = -124026.243383
  nChanged 6
		SP:Iteration 33Q (140369.820000 sec): 3 clusters
  Score: Raw -126395.221075 + Penalty 2364.431004 = -124030.790071
  nChanged 6
		SP:Iteration 34Q (140369.850000 sec): 3 clusters
  Score: Raw -126399.589082 + Penalty 2364.431004 = -124035.158078
  nChanged 7
		SP:Iteration 35Q (140369.880000 sec): 3 clusters
  Score: Raw -126404.554754 + Penalty 2364.431004 = -124040.123751
  nChanged 6
		SP:Iteration 36Q (140369.900000 sec): 3 clusters
  Score: Raw -126408.406495 + Penalty 2364.431004 = -124043.975491
  nChanged 3
		SP:Iteration 37Q (140369.930000 sec): 3 clusters
  Score: Raw -126409.699165 + Penalty 2364.431004 = -124045.268161
  nChanged 3
		SP:Iteration 38Q (140369.960000 sec): 3 clusters
  Score: Raw -126410.705065 + Penalty 2364.431004 = -124046.274061
  nChanged 2
		SP:Iteration 39Q (140369.990000 sec): 3 clusters
  Score: Raw -126412.385801 + Penalty 2364.431004 = -124047.954797
  nChanged 1
		SP:Iteration 40F (140370.020000 sec): 3 clusters
  Score: Raw -126413.674401 + Penalty 2364.431004 = -124049.243397
  nChanged 1
		SP:Iteration 41Q (140370.040000 sec): 3 clusters
  Score: Raw -126415.257114 + Penalty 2364.431004 = -124050.826111
  nChanged 0
		SP:Iteration 42F (140370.070000 sec): 3 clusters
  Score: Raw -126415.257114 + Penalty 2364.431004 = -124050.826111
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 84 (2202 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (140370.140000 sec): 2 clusters
  Score: Raw -192110.397328 + Penalty 1250.782214 = -190859.615114
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (140370.180000 sec): 3 clusters
  Score: Raw -191160.950946 + Penalty 2501.564428 = -188659.386518
  nChanged 775
		SP:Iteration 1F (140370.220000 sec): 3 clusters
  Score: Raw -191688.133971 + Penalty 2501.564428 = -189186.569542
  nChanged 173
		SP:Iteration 2F (140370.260000 sec): 3 clusters
  Score: Raw -191804.285642 + Penalty 2501.564428 = -189302.721214
  nChanged 103
		SP:Iteration 3Q (140370.300000 sec): 3 clusters
  Score: Raw -191871.830826 + Penalty 2501.564428 = -189370.266398
  nChanged 80
		SP:Iteration 4Q (140370.340000 sec): 3 clusters
  Score: Raw -191930.349209 + Penalty 2501.564428 = -189428.784781
  nChanged 64
		SP:Iteration 5Q (140370.390000 sec): 3 clusters
  Score: Raw -191988.711564 + Penalty 2501.564428 = -189487.147136
  nChanged 78
		SP:Iteration 6Q (140370.430000 sec): 3 clusters
  Score: Raw -192047.643298 + Penalty 2501.564428 = -189546.078869
  nChanged 67
		SP:Iteration 7Q (140370.470000 sec): 3 clusters
  Score: Raw -192103.183255 + Penalty 2501.564428 = -189601.618827
  nChanged 60
		SP:Iteration 8Q (140370.520000 sec): 3 clusters
  Score: Raw -192137.331208 + Penalty 2501.564428 = -189635.766780
  nChanged 34
		SP:Iteration 9Q (140370.560000 sec): 3 clusters
  Score: Raw -192156.346603 + Penalty 2501.564428 = -189654.782175
  nChanged 22
		SP:Iteration 10Q (140370.600000 sec): 3 clusters
  Score: Raw -192167.614417 + Penalty 2501.564428 = -189666.049988
  nChanged 25
		SP:Iteration 11Q (140370.640000 sec): 3 clusters
  Score: Raw -192180.757177 + Penalty 2501.564428 = -189679.192749
  nChanged 21
		SP:Iteration 12Q (140370.680000 sec): 3 clusters
  Score: Raw -192191.894121 + Penalty 2501.564428 = -189690.329693
  nChanged 21
		SP:Iteration 13Q (140370.720000 sec): 3 clusters
  Score: Raw -192201.824922 + Penalty 2501.564428 = -189700.260493
  nChanged 12
		SP:Iteration 14Q (140370.770000 sec): 3 clusters
  Score: Raw -192206.992046 + Penalty 2501.564428 = -189705.427618
  nChanged 15
		SP:Iteration 15Q (140370.810000 sec): 3 clusters
  Score: Raw -192213.122236 + Penalty 2501.564428 = -189711.557808
  nChanged 14
		SP:Iteration 16Q (140370.850000 sec): 3 clusters
  Score: Raw -192220.768410 + Penalty 2501.564428 = -189719.203982
  nChanged 10
		SP:Iteration 17Q (140370.900000 sec): 3 clusters
  Score: Raw -192226.948078 + Penalty 2501.564428 = -189725.383650
  nChanged 14
		SP:Iteration 18Q (140370.940000 sec): 3 clusters
  Score: Raw -192232.826616 + Penalty 2501.564428 = -189731.262188
  nChanged 9
		SP:Iteration 19Q (140370.980000 sec): 3 clusters
  Score: Raw -192235.727504 + Penalty 2501.564428 = -189734.163076
  nChanged 8
		SP:Iteration 20F (140371.020000 sec): 3 clusters
  Score: Raw -192239.217691 + Penalty 2501.564428 = -189737.653263
  nChanged 6
		SP:Iteration 21Q (140371.060000 sec): 3 clusters
  Score: Raw -192240.576782 + Penalty 2501.564428 = -189739.012354
  nChanged 3
		SP:Iteration 22Q (140371.100000 sec): 3 clusters
  Score: Raw -192241.317311 + Penalty 2501.564428 = -189739.752883
  nChanged 1
		SP:Iteration 23Q (140371.150000 sec): 3 clusters
  Score: Raw -192241.379764 + Penalty 2501.564428 = -189739.815336
  nChanged 0
		SP:Iteration 24F (140371.190000 sec): 3 clusters
  Score: Raw -192241.379764 + Penalty 2501.564428 = -189739.815336
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 85 (2629 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (140371.260000 sec): 2 clusters
  Score: Raw -226435.426757 + Penalty 1279.583309 = -225155.843448
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (140371.310000 sec): 3 clusters
  Score: Raw -225211.415984 + Penalty 2559.166618 = -222652.249366
  nChanged 994
		SP:Iteration 1F (140371.360000 sec): 3 clusters
  Score: Raw -225856.824555 + Penalty 2559.166618 = -223297.657937
  nChanged 216
		SP:Iteration 2F (140371.400000 sec): 3 clusters
  Score: Raw -226019.184676 + Penalty 2559.166618 = -223460.018058
  nChanged 156
		SP:Iteration 3F (140371.460000 sec): 3 clusters
  Score: Raw -226119.266956 + Penalty 2559.166618 = -223560.100338
  nChanged 100
		SP:Iteration 4Q (140371.500000 sec): 3 clusters
  Score: Raw -226178.216785 + Penalty 2559.166618 = -223619.050167
  nChanged 71
		SP:Iteration 5Q (140371.560000 sec): 3 clusters
  Score: Raw -226221.088645 + Penalty 2559.166618 = -223661.922027
  nChanged 66
		SP:Iteration 6Q (140371.600000 sec): 3 clusters
  Score: Raw -226258.215622 + Penalty 2559.166618 = -223699.049004
  nChanged 46
		SP:Iteration 7Q (140371.650000 sec): 3 clusters
  Score: Raw -226280.818419 + Penalty 2559.166618 = -223721.651801
  nChanged 40
		SP:Iteration 8Q (140371.700000 sec): 3 clusters
  Score: Raw -226296.077088 + Penalty 2559.166618 = -223736.910470
  nChanged 36
		SP:Iteration 9Q (140371.760000 sec): 3 clusters
  Score: Raw -226307.946755 + Penalty 2559.166618 = -223748.780137
  nChanged 23
		SP:Iteration 10Q (140371.800000 sec): 3 clusters
  Score: Raw -226317.739267 + Penalty 2559.166618 = -223758.572649
  nChanged 27
		SP:Iteration 11Q (140371.860000 sec): 3 clusters
  Score: Raw -226328.510748 + Penalty 2559.166618 = -223769.344130
  nChanged 29
		SP:Iteration 12Q (140371.900000 sec): 3 clusters
  Score: Raw -226342.196802 + Penalty 2559.166618 = -223783.030184
  nChanged 19
		SP:Iteration 13Q (140371.960000 sec): 3 clusters
  Score: Raw -226352.991646 + Penalty 2559.166618 = -223793.825028
  nChanged 30
		SP:Iteration 14Q (140372.000000 sec): 3 clusters
  Score: Raw -226367.760601 + Penalty 2559.166618 = -223808.593983
  nChanged 19
		SP:Iteration 15Q (140372.060000 sec): 3 clusters
  Score: Raw -226375.042313 + Penalty 2559.166618 = -223815.875695
  nChanged 17
		SP:Iteration 16Q (140372.100000 sec): 3 clusters
  Score: Raw -226380.333691 + Penalty 2559.166618 = -223821.167073
  nChanged 12
		SP:Iteration 17Q (140372.160000 sec): 3 clusters
  Score: Raw -226383.232310 + Penalty 2559.166618 = -223824.065692
  nChanged 14
		SP:Iteration 18Q (140372.200000 sec): 3 clusters
  Score: Raw -226388.665580 + Penalty 2559.166618 = -223829.498962
  nChanged 16
		SP:Iteration 19Q (140372.260000 sec): 3 clusters
  Score: Raw -226394.431507 + Penalty 2559.166618 = -223835.264889
  nChanged 15
		SP:Iteration 20F (140372.300000 sec): 3 clusters
  Score: Raw -226400.907254 + Penalty 2559.166618 = -223841.740636
  nChanged 17
		SP:Iteration 21Q (140372.360000 sec): 3 clusters
  Score: Raw -226406.828968 + Penalty 2559.166618 = -223847.662350
  nChanged 15
		SP:Iteration 22Q (140372.400000 sec): 3 clusters
  Score: Raw -226416.537282 + Penalty 2559.166618 = -223857.370664
  nChanged 20
		SP:Iteration 23Q (140372.460000 sec): 3 clusters
  Score: Raw -226428.476342 + Penalty 2559.166618 = -223869.309724
  nChanged 16
		SP:Iteration 24Q (140372.500000 sec): 3 clusters
  Score: Raw -226436.001940 + Penalty 2559.166618 = -223876.835322
  nChanged 16
		SP:Iteration 25Q (140372.550000 sec): 3 clusters
  Score: Raw -226441.166188 + Penalty 2559.166618 = -223881.999570
  nChanged 19
		SP:Iteration 26Q (140372.600000 sec): 3 clusters
  Score: Raw -226448.776438 + Penalty 2559.166618 = -223889.609820
  nChanged 14
		SP:Iteration 27Q (140372.650000 sec): 3 clusters
  Score: Raw -226455.457468 + Penalty 2559.166618 = -223896.290850
  nChanged 14
		SP:Iteration 28Q (140372.700000 sec): 3 clusters
  Score: Raw -226462.157452 + Penalty 2559.166618 = -223902.990834
  nChanged 14
		SP:Iteration 29Q (140372.750000 sec): 3 clusters
  Score: Raw -226468.832788 + Penalty 2559.166618 = -223909.666170
  nChanged 20
		SP:Iteration 30Q (140372.800000 sec): 3 clusters
  Score: Raw -226480.285779 + Penalty 2559.166618 = -223921.119161
  nChanged 17
		SP:Iteration 31Q (140372.850000 sec): 3 clusters
  Score: Raw -226489.471887 + Penalty 2559.166618 = -223930.305269
  nChanged 12
		SP:Iteration 32Q (140372.900000 sec): 3 clusters
  Score: Raw -226496.180104 + Penalty 2559.166618 = -223937.013486
  nChanged 10
		SP:Iteration 33Q (140372.950000 sec): 3 clusters
  Score: Raw -226501.624460 + Penalty 2559.166618 = -223942.457842
  nChanged 14
		SP:Iteration 34Q (140373.000000 sec): 3 clusters
  Score: Raw -226507.075631 + Penalty 2559.166618 = -223947.909013
  nChanged 11
		SP:Iteration 35Q (140373.050000 sec): 3 clusters
  Score: Raw -226511.528219 + Penalty 2559.166618 = -223952.361601
  nChanged 16
		SP:Iteration 36Q (140373.100000 sec): 3 clusters
  Score: Raw -226517.064330 + Penalty 2559.166618 = -223957.897712
  nChanged 13
		SP:Iteration 37Q (140373.140000 sec): 3 clusters
  Score: Raw -226520.444130 + Penalty 2559.166618 = -223961.277512
  nChanged 5
		SP:Iteration 38Q (140373.200000 sec): 3 clusters
  Score: Raw -226521.647349 + Penalty 2559.166618 = -223962.480731
  nChanged 5
		SP:Iteration 39Q (140373.240000 sec): 3 clusters
  Score: Raw -226523.500254 + Penalty 2559.166618 = -223964.333636
  nChanged 1
		SP:Iteration 40F (140373.290000 sec): 3 clusters
  Score: Raw -226523.792643 + Penalty 2559.166618 = -223964.626025
  nChanged 1
		SP:Iteration 41Q (140373.340000 sec): 3 clusters
  Score: Raw -226524.121647 + Penalty 2559.166618 = -223964.955029
  nChanged 3
		SP:Iteration 42Q (140373.390000 sec): 3 clusters
  Score: Raw -226525.781640 + Penalty 2559.166618 = -223966.615022
  nChanged 3
		SP:Iteration 43Q (140373.440000 sec): 3 clusters
  Score: Raw -226526.960800 + Penalty 2559.166618 = -223967.794182
  nChanged 3
		SP:Iteration 44Q (140373.490000 sec): 3 clusters
  Score: Raw -226527.801700 + Penalty 2559.166618 = -223968.635082
  nChanged 5
		SP:Iteration 45Q (140373.540000 sec): 3 clusters
  Score: Raw -226529.306844 + Penalty 2559.166618 = -223970.140226
  nChanged 6
		SP:Iteration 46Q (140373.590000 sec): 3 clusters
  Score: Raw -226531.749839 + Penalty 2559.166618 = -223972.583221
  nChanged 7
		SP:Iteration 47Q (140373.640000 sec): 3 clusters
  Score: Raw -226536.416721 + Penalty 2559.166618 = -223977.250103
  nChanged 9
		SP:Iteration 48Q (140373.680000 sec): 3 clusters
  Score: Raw -226539.298857 + Penalty 2559.166618 = -223980.132239
  nChanged 8
		SP:Iteration 49Q (140373.730000 sec): 3 clusters
  Score: Raw -226541.225357 + Penalty 2559.166618 = -223982.058739
  nChanged 1
		SP:Iteration 50Q (140373.780000 sec): 3 clusters
  Score: Raw -226541.552049 + Penalty 2559.166618 = -223982.385431
  nChanged 1
		SP:Iteration 51Q (140373.830000 sec): 3 clusters
  Score: Raw -226541.763932 + Penalty 2559.166618 = -223982.597314
  nChanged 1
		SP:Iteration 52Q (140373.880000 sec): 3 clusters
  Score: Raw -226542.121613 + Penalty 2559.166618 = -223982.954994
  nChanged 2
		SP:Iteration 53Q (140373.930000 sec): 3 clusters
  Score: Raw -226542.863617 + Penalty 2559.166618 = -223983.696999
  nChanged 4
		SP:Iteration 54Q (140373.980000 sec): 3 clusters
  Score: Raw -226544.795587 + Penalty 2559.166618 = -223985.628968
  nChanged 5
		SP:Iteration 55Q (140374.030000 sec): 3 clusters
  Score: Raw -226548.673333 + Penalty 2559.166618 = -223989.506715
  nChanged 4
		SP:Iteration 56Q (140374.080000 sec): 3 clusters
  Score: Raw -226551.578817 + Penalty 2559.166618 = -223992.412199
  nChanged 5
		SP:Iteration 57Q (140374.130000 sec): 3 clusters
  Score: Raw -226553.188071 + Penalty 2559.166618 = -223994.021453
  nChanged 4
		SP:Iteration 58Q (140374.180000 sec): 3 clusters
  Score: Raw -226556.165840 + Penalty 2559.166618 = -223996.999222
  nChanged 4
		SP:Iteration 59Q (140374.220000 sec): 3 clusters
  Score: Raw -226559.042955 + Penalty 2559.166618 = -223999.876337
  nChanged 2
		SP:Iteration 60F (140374.280000 sec): 3 clusters
  Score: Raw -226559.815342 + Penalty 2559.166618 = -224000.648724
  nChanged 2
		SP:Iteration 61Q (140374.320000 sec): 3 clusters
  Score: Raw -226561.084604 + Penalty 2559.166618 = -224001.917986
  nChanged 2
		SP:Iteration 62Q (140374.370000 sec): 3 clusters
  Score: Raw -226561.916457 + Penalty 2559.166618 = -224002.749839
  nChanged 4
		SP:Iteration 63Q (140374.420000 sec): 3 clusters
  Score: Raw -226562.900015 + Penalty 2559.166618 = -224003.733397
  nChanged 1
		SP:Iteration 64Q (140374.470000 sec): 3 clusters
  Score: Raw -226563.363330 + Penalty 2559.166618 = -224004.196712
  nChanged 1
		SP:Iteration 65Q (140374.520000 sec): 3 clusters
  Score: Raw -226563.774346 + Penalty 2559.166618 = -224004.607728
  nChanged 0
		SP:Iteration 66F (140374.570000 sec): 3 clusters
  Score: Raw -226563.774346 + Penalty 2559.166618 = -224004.607728
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 86 (1090 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (140374.620000 sec): 2 clusters
  Score: Raw -79020.162473 + Penalty 1136.514108 = -77883.648365
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (140374.640000 sec): 3 clusters
  Score: Raw -78689.371541 + Penalty 2273.028217 = -76416.343324
  nChanged 341
		SP:Iteration 1F (140374.660000 sec): 3 clusters
  Score: Raw -79009.607124 + Penalty 2273.028217 = -76736.578907
  nChanged 109
		SP:Iteration 2F (140374.690000 sec): 3 clusters
  Score: Raw -79186.762894 + Penalty 2273.028217 = -76913.734677
  nChanged 66
		SP:Iteration 3F (140374.710000 sec): 3 clusters
  Score: Raw -79280.570518 + Penalty 2273.028217 = -77007.542301
  nChanged 45
		SP:Iteration 4Q (140374.730000 sec): 3 clusters
  Score: Raw -79359.821517 + Penalty 2273.028217 = -77086.793300
  nChanged 36
		SP:Iteration 5Q (140374.760000 sec): 3 clusters
  Score: Raw -79404.727211 + Penalty 2273.028217 = -77131.698994
  nChanged 19
		SP:Iteration 6Q (140374.780000 sec): 3 clusters
  Score: Raw -79435.452560 + Penalty 2273.028217 = -77162.424343
  nChanged 26
		SP:Iteration 7Q (140374.800000 sec): 3 clusters
  Score: Raw -79462.716385 + Penalty 2273.028217 = -77189.688168
  nChanged 24
		SP:Iteration 8Q (140374.820000 sec): 3 clusters
  Score: Raw -79492.290179 + Penalty 2273.028217 = -77219.261962
  nChanged 23
		SP:Iteration 9Q (140374.840000 sec): 3 clusters
  Score: Raw -79522.176870 + Penalty 2273.028217 = -77249.148653
  nChanged 16
		SP:Iteration 10Q (140374.860000 sec): 3 clusters
  Score: Raw -79541.652104 + Penalty 2273.028217 = -77268.623887
  nChanged 10
		SP:Iteration 11Q (140374.880000 sec): 3 clusters
  Score: Raw -79558.585358 + Penalty 2273.028217 = -77285.557141
  nChanged 9
		SP:Iteration 12Q (140374.910000 sec): 3 clusters
  Score: Raw -79565.269347 + Penalty 2273.028217 = -77292.241130
  nChanged 7
		SP:Iteration 13Q (140374.930000 sec): 3 clusters
  Score: Raw -79571.694958 + Penalty 2273.028217 = -77298.666742
  nChanged 5
		SP:Iteration 14Q (140374.950000 sec): 3 clusters
  Score: Raw -79578.624909 + Penalty 2273.028217 = -77305.596692
  nChanged 7
		SP:Iteration 15Q (140374.970000 sec): 3 clusters
  Score: Raw -79588.234180 + Penalty 2273.028217 = -77315.205963
  nChanged 6
		SP:Iteration 16Q (140374.990000 sec): 3 clusters
  Score: Raw -79593.612021 + Penalty 2273.028217 = -77320.583804
  nChanged 6
		SP:Iteration 17Q (140375.020000 sec): 3 clusters
  Score: Raw -79602.247236 + Penalty 2273.028217 = -77329.219019
  nChanged 9
		SP:Iteration 18Q (140375.040000 sec): 3 clusters
  Score: Raw -79609.522117 + Penalty 2273.028217 = -77336.493900
  nChanged 5
		SP:Iteration 19Q (140375.060000 sec): 3 clusters
  Score: Raw -79611.900898 + Penalty 2273.028217 = -77338.872681
  nChanged 4
		SP:Iteration 20F (140375.080000 sec): 3 clusters
  Score: Raw -79615.526289 + Penalty 2273.028217 = -77342.498072
  nChanged 4
		SP:Iteration 21Q (140375.100000 sec): 3 clusters
  Score: Raw -79618.390827 + Penalty 2273.028217 = -77345.362610
  nChanged 3
		SP:Iteration 22Q (140375.120000 sec): 3 clusters
  Score: Raw -79622.559272 + Penalty 2273.028217 = -77349.531055
  nChanged 3
		SP:Iteration 23Q (140375.150000 sec): 3 clusters
  Score: Raw -79626.577232 + Penalty 2273.028217 = -77353.549016
  nChanged 1
		SP:Iteration 24Q (140375.170000 sec): 3 clusters
  Score: Raw -79626.901117 + Penalty 2273.028217 = -77353.872900
  nChanged 0
		SP:Iteration 25F (140375.190000 sec): 3 clusters
  Score: Raw -79626.901117 + Penalty 2273.028217 = -77353.872900
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 87 (6158 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (140375.290000 sec): 2 clusters
  Score: Raw -555935.283750 + Penalty 1417.894941 = -554517.388810
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (140375.430000 sec): 3 clusters
  Score: Raw -552624.972869 + Penalty 2835.789882 = -549789.182988
  nChanged 2554
		SP:Iteration 1F (140375.530000 sec): 3 clusters
  Score: Raw -554068.837518 + Penalty 2835.789882 = -551233.047636
  nChanged 434
		SP:Iteration 2F (140375.630000 sec): 3 clusters
  Score: Raw -554304.121011 + Penalty 2835.789882 = -551468.331129
  nChanged 357
		SP:Iteration 3F (140375.740000 sec): 3 clusters
  Score: Raw -554488.054599 + Penalty 2835.789882 = -551652.264717
  nChanged 301
		SP:Iteration 4Q (140375.850000 sec): 3 clusters
  Score: Raw -554682.100937 + Penalty 2835.789882 = -551846.311055
  nChanged 294
		SP:Iteration 5Q (140375.960000 sec): 3 clusters
  Score: Raw -554887.397561 + Penalty 2835.789882 = -552051.607680
  nChanged 271
		SP:Iteration 6Q (140376.070000 sec): 3 clusters
  Score: Raw -555093.091462 + Penalty 2835.789882 = -552257.301580
  nChanged 265
		SP:Iteration 7Q (140376.170000 sec): 3 clusters
  Score: Raw -555297.627654 + Penalty 2835.789882 = -552461.837772
  nChanged 288
		SP:Iteration 8Q (140376.270000 sec): 3 clusters
  Score: Raw -555509.952621 + Penalty 2835.789882 = -552674.162739
  nChanged 264
		SP:Iteration 9Q (140376.380000 sec): 3 clusters
  Score: Raw -555687.659957 + Penalty 2835.789882 = -552851.870075
  nChanged 218
		SP:Iteration 10Q (140376.490000 sec): 3 clusters
  Score: Raw -555831.620076 + Penalty 2835.789882 = -552995.830194
  nChanged 181
		SP:Iteration 11Q (140376.590000 sec): 3 clusters
  Score: Raw -555923.541345 + Penalty 2835.789882 = -553087.751464
  nChanged 144
		SP:Iteration 12Q (140376.690000 sec): 3 clusters
  Score: Raw -555990.967051 + Penalty 2835.789882 = -553155.177169
  nChanged 106
		SP:Iteration 13Q (140376.800000 sec): 3 clusters
  Score: Raw -556033.330428 + Penalty 2835.789882 = -553197.540546
  nChanged 86
		SP:Iteration 14Q (140376.910000 sec): 3 clusters
  Score: Raw -556070.259853 + Penalty 2835.789882 = -553234.469972
  nChanged 84
		SP:Iteration 15Q (140377.010000 sec): 3 clusters
  Score: Raw -556106.090254 + Penalty 2835.789882 = -553270.300373
  nChanged 77
		SP:Iteration 16Q (140377.110000 sec): 3 clusters
  Score: Raw -556133.531892 + Penalty 2835.789882 = -553297.742010
  nChanged 64
		SP:Iteration 17Q (140377.210000 sec): 3 clusters
  Score: Raw -556154.685159 + Penalty 2835.789882 = -553318.895277
  nChanged 51
		SP:Iteration 18Q (140377.320000 sec): 3 clusters
  Score: Raw -556172.221476 + Penalty 2835.789882 = -553336.431594
  nChanged 47
		SP:Iteration 19Q (140377.420000 sec): 3 clusters
  Score: Raw -556189.156597 + Penalty 2835.789882 = -553353.366715
  nChanged 43
		SP:Iteration 20F (140377.520000 sec): 3 clusters
  Score: Raw -556201.254125 + Penalty 2835.789882 = -553365.464243
  nChanged 33
		SP:Iteration 21Q (140377.630000 sec): 3 clusters
  Score: Raw -556209.843338 + Penalty 2835.789882 = -553374.053456
  nChanged 33
		SP:Iteration 22Q (140377.730000 sec): 3 clusters
  Score: Raw -556219.358232 + Penalty 2835.789882 = -553383.568351
  nChanged 35
		SP:Iteration 23Q (140377.830000 sec): 3 clusters
  Score: Raw -556230.053287 + Penalty 2835.789882 = -553394.263405
  nChanged 43
		SP:Iteration 24Q (140377.940000 sec): 3 clusters
  Score: Raw -556244.698834 + Penalty 2835.789882 = -553408.908952
  nChanged 42
		SP:Iteration 25Q (140378.040000 sec): 3 clusters
  Score: Raw -556261.190125 + Penalty 2835.789882 = -553425.400243
  nChanged 54
		SP:Iteration 26Q (140378.140000 sec): 3 clusters
  Score: Raw -556282.810997 + Penalty 2835.789882 = -553447.021115
  nChanged 64
		SP:Iteration 27Q (140378.250000 sec): 3 clusters
  Score: Raw -556309.861230 + Penalty 2835.789882 = -553474.071348
  nChanged 58
		SP:Iteration 28Q (140378.350000 sec): 3 clusters
  Score: Raw -556331.032868 + Penalty 2835.789882 = -553495.242986
  nChanged 48
		SP:Iteration 29Q (140378.450000 sec): 3 clusters
  Score: Raw -556347.890021 + Penalty 2835.789882 = -553512.100140
  nChanged 40
		SP:Iteration 30Q (140378.550000 sec): 3 clusters
  Score: Raw -556361.979502 + Penalty 2835.789882 = -553526.189621
  nChanged 42
		SP:Iteration 31Q (140378.650000 sec): 3 clusters
  Score: Raw -556377.223645 + Penalty 2835.789882 = -553541.433763
  nChanged 47
		SP:Iteration 32Q (140378.760000 sec): 3 clusters
  Score: Raw -556398.616504 + Penalty 2835.789882 = -553562.826622
  nChanged 53
		SP:Iteration 33Q (140378.860000 sec): 3 clusters
  Score: Raw -556420.145869 + Penalty 2835.789882 = -553584.355987
  nChanged 60
		SP:Iteration 34Q (140378.960000 sec): 3 clusters
  Score: Raw -556444.692829 + Penalty 2835.789882 = -553608.902947
  nChanged 67
		SP:Iteration 35Q (140379.060000 sec): 3 clusters
  Score: Raw -556480.272616 + Penalty 2835.789882 = -553644.482734
  nChanged 78
		SP:Iteration 36Q (140379.160000 sec): 3 clusters
  Score: Raw -556521.132147 + Penalty 2835.789882 = -553685.342266
  nChanged 74
		SP:Iteration 37Q (140379.270000 sec): 3 clusters
  Score: Raw -556566.494920 + Penalty 2835.789882 = -553730.705038
  nChanged 98
		SP:Iteration 38Q (140379.370000 sec): 3 clusters
  Score: Raw -556642.966608 + Penalty 2835.789882 = -553807.176727
  nChanged 104
		SP:Iteration 39Q (140379.470000 sec): 3 clusters
  Score: Raw -556746.079846 + Penalty 2835.789882 = -553910.289964
  nChanged 101
		SP:Iteration 40F (140379.570000 sec): 3 clusters
  Score: Raw -556868.099768 + Penalty 2835.789882 = -554032.309886
  nChanged 86
		SP:Iteration 41Q (140379.670000 sec): 3 clusters
  Score: Raw -556970.778847 + Penalty 2835.789882 = -554134.988965
  nChanged 50
		SP:Iteration 42Q (140379.770000 sec): 3 clusters
  Score: Raw -557007.601683 + Penalty 2835.789882 = -554171.811801
  nChanged 48
		SP:Iteration 43Q (140379.870000 sec): 3 clusters
  Score: Raw -557038.530128 + Penalty 2835.789882 = -554202.740246
  nChanged 32
		SP:Iteration 44Q (140379.960000 sec): 3 clusters
  Score: Raw -557057.258160 + Penalty 2835.789882 = -554221.468279
  nChanged 17
		SP:Iteration 45Q (140380.060000 sec): 3 clusters
  Score: Raw -557064.477087 + Penalty 2835.789882 = -554228.687205
  nChanged 17
		SP:Iteration 46Q (140380.160000 sec): 3 clusters
  Score: Raw -557069.819302 + Penalty 2835.789882 = -554234.029420
  nChanged 6
		SP:Iteration 47Q (140380.250000 sec): 3 clusters
  Score: Raw -557071.376401 + Penalty 2835.789882 = -554235.586520
  nChanged 5
		SP:Iteration 48Q (140380.350000 sec): 3 clusters
  Score: Raw -557072.669283 + Penalty 2835.789882 = -554236.879401
  nChanged 8
		SP:Iteration 49Q (140380.450000 sec): 3 clusters
  Score: Raw -557074.550874 + Penalty 2835.789882 = -554238.760992
  nChanged 5
		SP:Iteration 50Q (140380.550000 sec): 3 clusters
  Score: Raw -557075.284079 + Penalty 2835.789882 = -554239.494198
  nChanged 2
		SP:Iteration 51Q (140380.650000 sec): 3 clusters
  Score: Raw -557075.851587 + Penalty 2835.789882 = -554240.061705
  nChanged 1
		SP:Iteration 52Q (140380.750000 sec): 3 clusters
  Score: Raw -557076.054861 + Penalty 2835.789882 = -554240.264979
  nChanged 2
		SP:Iteration 53Q (140380.840000 sec): 3 clusters
  Score: Raw -557076.585967 + Penalty 2835.789882 = -554240.796085
  nChanged 3
		SP:Iteration 54Q (140380.940000 sec): 3 clusters
  Score: Raw -557077.032704 + Penalty 2835.789882 = -554241.242822
  nChanged 1
		SP:Iteration 55Q (140381.040000 sec): 3 clusters
  Score: Raw -557077.096908 + Penalty 2835.789882 = -554241.307026
  nChanged 0
		SP:Iteration 56F (140381.140000 sec): 3 clusters
  Score: Raw -557077.096908 + Penalty 2835.789882 = -554241.307026
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 88 (10497 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (140381.270000 sec): 2 clusters
  Score: Raw -906208.650730 + Penalty 1504.562277 = -904704.088453
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (140381.430000 sec): 3 clusters
  Score: Raw -900184.140849 + Penalty 3009.124554 = -897175.016295
  nChanged 4522
		SP:Iteration 1F (140381.590000 sec): 3 clusters
  Score: Raw -902803.741025 + Penalty 3009.124554 = -899794.616471
  nChanged 838
		SP:Iteration 2F (140381.730000 sec): 3 clusters
  Score: Raw -903374.552515 + Penalty 3009.124554 = -900365.427961
  nChanged 878
		SP:Iteration 3F (140381.900000 sec): 3 clusters
  Score: Raw -904005.081745 + Penalty 3009.124554 = -900995.957191
  nChanged 783
		SP:Iteration 4F (140382.060000 sec): 3 clusters
  Score: Raw -904530.392215 + Penalty 3009.124554 = -901521.267661
  nChanged 620
		SP:Iteration 5F (140382.210000 sec): 3 clusters
  Score: Raw -904929.146990 + Penalty 3009.124554 = -901920.022436
  nChanged 516
		SP:Iteration 6Q (140382.400000 sec): 3 clusters
  Score: Raw -905237.715965 + Penalty 3009.124554 = -902228.591411
  nChanged 387
		SP:Iteration 7Q (140382.550000 sec): 3 clusters
  Score: Raw -905423.319355 + Penalty 3009.124554 = -902414.194801
  nChanged 297
		SP:Iteration 8Q (140382.730000 sec): 3 clusters
  Score: Raw -905566.492304 + Penalty 3009.124554 = -902557.367750
  nChanged 263
		SP:Iteration 9Q (140382.890000 sec): 3 clusters
  Score: Raw -905702.274529 + Penalty 3009.124554 = -902693.149975
  nChanged 242
		SP:Iteration 10Q (140383.060000 sec): 3 clusters
  Score: Raw -905854.958426 + Penalty 3009.124554 = -902845.833872
  nChanged 212
		SP:Iteration 11Q (140383.230000 sec): 3 clusters
  Score: Raw -905979.711855 + Penalty 3009.124554 = -902970.587301
  nChanged 178
		SP:Iteration 12Q (140383.370000 sec): 3 clusters
  Score: Raw -906086.563311 + Penalty 3009.124554 = -903077.438757
  nChanged 165
		SP:Iteration 13Q (140383.540000 sec): 3 clusters
  Score: Raw -906192.693398 + Penalty 3009.124554 = -903183.568844
  nChanged 150
		SP:Iteration 14Q (140383.700000 sec): 3 clusters
  Score: Raw -906295.852985 + Penalty 3009.124554 = -903286.728431
  nChanged 118
		SP:Iteration 15Q (140383.850000 sec): 3 clusters
  Score: Raw -906371.149502 + Penalty 3009.124554 = -903362.024948
  nChanged 107
		SP:Iteration 16Q (140384.020000 sec): 3 clusters
  Score: Raw -906436.856821 + Penalty 3009.124554 = -903427.732267
  nChanged 71
		SP:Iteration 17Q (140384.170000 sec): 3 clusters
  Score: Raw -906498.908085 + Penalty 3009.124554 = -903489.783531
  nChanged 49
		SP:Iteration 18Q (140384.320000 sec): 3 clusters
  Score: Raw -906541.462596 + Penalty 3009.124554 = -903532.338042
  nChanged 51
		SP:Iteration 19Q (140384.500000 sec): 3 clusters
  Score: Raw -906581.789853 + Penalty 3009.124554 = -903572.665299
  nChanged 50
		SP:Iteration 20F (140384.660000 sec): 3 clusters
  Score: Raw -906611.090723 + Penalty 3009.124554 = -903601.966169
  nChanged 38
		SP:Iteration 21Q (140384.810000 sec): 3 clusters
  Score: Raw -906625.529512 + Penalty 3009.124554 = -903616.404958
  nChanged 15
		SP:Iteration 22Q (140384.990000 sec): 3 clusters
  Score: Raw -906631.862784 + Penalty 3009.124554 = -903622.738231
  nChanged 9
		SP:Iteration 23Q (140385.130000 sec): 3 clusters
  Score: Raw -906634.868679 + Penalty 3009.124554 = -903625.744125
  nChanged 3
		SP:Iteration 24Q (140385.280000 sec): 3 clusters
  Score: Raw -906635.677691 + Penalty 3009.124554 = -903626.553137
  nChanged 4
		SP:Iteration 25Q (140385.460000 sec): 3 clusters
  Score: Raw -906637.537027 + Penalty 3009.124554 = -903628.412473
  nChanged 4
		SP:Iteration 26Q (140385.600000 sec): 3 clusters
  Score: Raw -906639.280743 + Penalty 3009.124554 = -903630.156189
  nChanged 3
		SP:Iteration 27Q (140385.750000 sec): 3 clusters
  Score: Raw -906640.361182 + Penalty 3009.124554 = -903631.236628
  nChanged 4
		SP:Iteration 28Q (140385.930000 sec): 3 clusters
  Score: Raw -906641.745700 + Penalty 3009.124554 = -903632.621146
  nChanged 6
		SP:Iteration 29Q (140386.070000 sec): 3 clusters
  Score: Raw -906643.932549 + Penalty 3009.124554 = -903634.807995
  nChanged 5
		SP:Iteration 30Q (140386.220000 sec): 3 clusters
  Score: Raw -906645.696090 + Penalty 3009.124554 = -903636.571536
  nChanged 5
		SP:Iteration 31Q (140386.400000 sec): 3 clusters
  Score: Raw -906647.557692 + Penalty 3009.124554 = -903638.433139
  nChanged 6
		SP:Iteration 32Q (140386.540000 sec): 3 clusters
  Score: Raw -906650.126262 + Penalty 3009.124554 = -903641.001708
  nChanged 1
		SP:Iteration 33Q (140386.700000 sec): 3 clusters
  Score: Raw -906650.270559 + Penalty 3009.124554 = -903641.146005
  nChanged 1
		SP:Iteration 34Q (140386.870000 sec): 3 clusters
  Score: Raw -906650.449801 + Penalty 3009.124554 = -903641.325247
  nChanged 0
		SP:Iteration 35F (140387.020000 sec): 3 clusters
  Score: Raw -906650.449801 + Penalty 3009.124554 = -903641.325247
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 89 (1070 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (140387.090000 sec): 2 clusters
  Score: Raw -85012.682418 + Penalty 1133.504763 = -83879.177655
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (140387.110000 sec): 3 clusters
  Score: Raw -84661.474455 + Penalty 2267.009526 = -82394.464928
  nChanged 341
		SP:Iteration 1F (140387.130000 sec): 3 clusters
  Score: Raw -85006.407157 + Penalty 2267.009526 = -82739.397631
  nChanged 93
		SP:Iteration 2F (140387.160000 sec): 3 clusters
  Score: Raw -85148.224411 + Penalty 2267.009526 = -82881.214884
  nChanged 74
		SP:Iteration 3F (140387.180000 sec): 3 clusters
  Score: Raw -85266.063571 + Penalty 2267.009526 = -82999.054045
  nChanged 42
		SP:Iteration 4Q (140387.200000 sec): 3 clusters
  Score: Raw -85319.137701 + Penalty 2267.009526 = -83052.128175
  nChanged 27
		SP:Iteration 5Q (140387.220000 sec): 3 clusters
  Score: Raw -85352.010402 + Penalty 2267.009526 = -83085.000875
  nChanged 14
		SP:Iteration 6Q (140387.250000 sec): 3 clusters
  Score: Raw -85369.086849 + Penalty 2267.009526 = -83102.077322
  nChanged 13
		SP:Iteration 7Q (140387.270000 sec): 3 clusters
  Score: Raw -85381.743559 + Penalty 2267.009526 = -83114.734032
  nChanged 13
		SP:Iteration 8Q (140387.290000 sec): 3 clusters
  Score: Raw -85394.270061 + Penalty 2267.009526 = -83127.260534
  nChanged 9
		SP:Iteration 9Q (140387.310000 sec): 3 clusters
  Score: Raw -85403.427418 + Penalty 2267.009526 = -83136.417891
  nChanged 3
		SP:Iteration 10Q (140387.330000 sec): 3 clusters
  Score: Raw -85406.694019 + Penalty 2267.009526 = -83139.684493
  nChanged 2
		SP:Iteration 11Q (140387.360000 sec): 3 clusters
  Score: Raw -85409.033350 + Penalty 2267.009526 = -83142.023823
  nChanged 1
		SP:Iteration 12Q (140387.380000 sec): 3 clusters
  Score: Raw -85410.748534 + Penalty 2267.009526 = -83143.739008
  nChanged 1
		SP:Iteration 13Q (140387.400000 sec): 3 clusters
  Score: Raw -85412.616274 + Penalty 2267.009526 = -83145.606747
  nChanged 3
		SP:Iteration 14Q (140387.420000 sec): 3 clusters
  Score: Raw -85414.469941 + Penalty 2267.009526 = -83147.460414
  nChanged 1
		SP:Iteration 15Q (140387.440000 sec): 3 clusters
  Score: Raw -85415.302509 + Penalty 2267.009526 = -83148.292982
  nChanged 2
		SP:Iteration 16Q (140387.460000 sec): 3 clusters
  Score: Raw -85416.551197 + Penalty 2267.009526 = -83149.541670
  nChanged 1
		SP:Iteration 17Q (140387.480000 sec): 3 clusters
  Score: Raw -85417.281401 + Penalty 2267.009526 = -83150.271875
  nChanged 0
		SP:Iteration 18F (140387.500000 sec): 3 clusters
  Score: Raw -85417.281401 + Penalty 2267.009526 = -83150.271875
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 90 (36134 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (140387.780000 sec): 2 clusters
  Score: Raw -3286590.913782 + Penalty 1705.435799 = -3284885.477984
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (140388.210000 sec): 3 clusters
  Score: Raw -3263896.380390 + Penalty 3410.871597 = -3260485.508793
  nChanged 16928
		SP:Iteration 1F (140388.630000 sec): 3 clusters
  Score: Raw -3273486.482124 + Penalty 3410.871597 = -3270075.610527
  nChanged 1478
		SP:Iteration 2Q (140389.080000 sec): 3 clusters
  Score: Raw -3273906.341172 + Penalty 3410.871597 = -3270495.469575
  nChanged 1391
		SP:Iteration 3Q (140389.520000 sec): 3 clusters
  Score: Raw -3274308.566018 + Penalty 3410.871597 = -3270897.694421
  nChanged 1390
		SP:Iteration 4Q (140389.960000 sec): 3 clusters
  Score: Raw -3274722.970124 + Penalty 3410.871597 = -3271312.098527
  nChanged 1487
		SP:Iteration 5Q (140390.400000 sec): 3 clusters
  Score: Raw -3275263.853879 + Penalty 3410.871597 = -3271852.982282
  nChanged 1742
		SP:Iteration 6Q (140390.840000 sec): 3 clusters
  Score: Raw -3276076.963551 + Penalty 3410.871597 = -3272666.091954
  nChanged 2187
		SP:Iteration 7F (140391.260000 sec): 3 clusters
  Score: Raw -3277376.719467 + Penalty 3410.871597 = -3273965.847870
  nChanged 2522
		SP:Iteration 8F (140391.680000 sec): 3 clusters
  Score: Raw -3279141.930733 + Penalty 3410.871597 = -3275731.059136
  nChanged 2566
		SP:Iteration 9F (140392.060000 sec): 3 clusters
  Score: Raw -3281204.601047 + Penalty 3410.871597 = -3277793.729450
  nChanged 2363
		SP:Iteration 10F (140392.480000 sec): 3 clusters
  Score: Raw -3283222.259741 + Penalty 3410.871597 = -3279811.388144
  nChanged 1737
		SP:Iteration 11Q (140392.910000 sec): 3 clusters
  Score: Raw -3284689.641943 + Penalty 3410.871597 = -3281278.770346
  nChanged 1105
		SP:Iteration 12Q (140393.330000 sec): 3 clusters
  Score: Raw -3285609.082142 + Penalty 3410.871597 = -3282198.210545
  nChanged 680
		SP:Iteration 13Q (140393.700000 sec): 3 clusters
  Score: Raw -3286152.176833 + Penalty 3410.871597 = -3282741.305236
  nChanged 355
		SP:Iteration 14Q (140394.060000 sec): 3 clusters
  Score: Raw -3286441.075618 + Penalty 3410.871597 = -3283030.204021
  nChanged 209
		SP:Iteration 15Q (140394.400000 sec): 3 clusters
  Score: Raw -3286608.871385 + Penalty 3410.871597 = -3283197.999788
  nChanged 123
		SP:Iteration 16Q (140394.720000 sec): 3 clusters
  Score: Raw -3286696.112496 + Penalty 3410.871597 = -3283285.240899
  nChanged 68
		SP:Iteration 17Q (140395.100000 sec): 3 clusters
  Score: Raw -3286744.169840 + Penalty 3410.871597 = -3283333.298243
  nChanged 48
		SP:Iteration 18Q (140395.430000 sec): 3 clusters
  Score: Raw -3286775.920666 + Penalty 3410.871597 = -3283365.049069
  nChanged 40
		SP:Iteration 19Q (140395.760000 sec): 3 clusters
  Score: Raw -3286799.698920 + Penalty 3410.871597 = -3283388.827323
  nChanged 26
		SP:Iteration 20F (140396.170000 sec): 3 clusters
  Score: Raw -3286817.110924 + Penalty 3410.871597 = -3283406.239327
  nChanged 24
		SP:Iteration 21Q (140396.500000 sec): 3 clusters
  Score: Raw -3286831.302436 + Penalty 3410.871597 = -3283420.430839
  nChanged 9
		SP:Iteration 22Q (140396.820000 sec): 3 clusters
  Score: Raw -3286836.887836 + Penalty 3410.871597 = -3283426.016239
  nChanged 10
		SP:Iteration 23Q (140397.200000 sec): 3 clusters
  Score: Raw -3286841.883113 + Penalty 3410.871597 = -3283431.011516
  nChanged 7
		SP:Iteration 24Q (140397.550000 sec): 3 clusters
  Score: Raw -3286846.318312 + Penalty 3410.871597 = -3283435.446715
  nChanged 4
		SP:Iteration 25Q (140397.870000 sec): 3 clusters
  Score: Raw -3286849.603089 + Penalty 3410.871597 = -3283438.731492
  nChanged 5
		SP:Iteration 26Q (140398.200000 sec): 3 clusters
  Score: Raw -3286852.699763 + Penalty 3410.871597 = -3283441.828166
  nChanged 5
		SP:Iteration 27Q (140398.570000 sec): 3 clusters
  Score: Raw -3286854.444683 + Penalty 3410.871597 = -3283443.573086
  nChanged 4
		SP:Iteration 28Q (140398.920000 sec): 3 clusters
  Score: Raw -3286856.585579 + Penalty 3410.871597 = -3283445.713982
  nChanged 2
		SP:Iteration 29Q (140399.250000 sec): 3 clusters
  Score: Raw -3286858.305173 + Penalty 3410.871597 = -3283447.433576
  nChanged 2
		SP:Iteration 30Q (140399.620000 sec): 3 clusters
  Score: Raw -3286859.901298 + Penalty 3410.871597 = -3283449.029701
  nChanged 6
		SP:Iteration 31Q (140399.980000 sec): 3 clusters
  Score: Raw -3286862.226464 + Penalty 3410.871597 = -3283451.354867
  nChanged 2
		SP:Iteration 32Q (140400.300000 sec): 3 clusters
  Score: Raw -3286864.735552 + Penalty 3410.871597 = -3283453.863955
  nChanged 5
		SP:Iteration 33Q (140400.680000 sec): 3 clusters
  Score: Raw -3286867.975728 + Penalty 3410.871597 = -3283457.104131
  nChanged 4
		SP:Iteration 34Q (140401.030000 sec): 3 clusters
  Score: Raw -3286872.382977 + Penalty 3410.871597 = -3283461.511380
  nChanged 5
		SP:Iteration 35Q (140401.350000 sec): 3 clusters
  Score: Raw -3286875.601793 + Penalty 3410.871597 = -3283464.730196
  nChanged 6
		SP:Iteration 36Q (140401.680000 sec): 3 clusters
  Score: Raw -3286880.463626 + Penalty 3410.871597 = -3283469.592029
  nChanged 6
		SP:Iteration 37Q (140402.050000 sec): 3 clusters
  Score: Raw -3286884.906186 + Penalty 3410.871597 = -3283474.034589
  nChanged 4
		SP:Iteration 38Q (140402.400000 sec): 3 clusters
  Score: Raw -3286888.939030 + Penalty 3410.871597 = -3283478.067433
  nChanged 3
		SP:Iteration 39Q (140402.730000 sec): 3 clusters
  Score: Raw -3286891.401334 + Penalty 3410.871597 = -3283480.529737
  nChanged 2
		SP:Iteration 40F (140403.140000 sec): 3 clusters
  Score: Raw -3286893.655372 + Penalty 3410.871597 = -3283482.783775
  nChanged 3
		SP:Iteration 41Q (140403.460000 sec): 3 clusters
  Score: Raw -3286894.756668 + Penalty 3410.871597 = -3283483.885071
  nChanged 0
		SP:Iteration 42F (140403.830000 sec): 3 clusters
  Score: Raw -3286894.756668 + Penalty 3410.871597 = -3283483.885071
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 91 (3191 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (140403.890000 sec): 2 clusters
  Score: Raw -255349.981875 + Penalty 1311.064564 = -254038.917310
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (140403.960000 sec): 3 clusters
  Score: Raw -253862.816501 + Penalty 2622.129129 = -251240.687372
  nChanged 1239
		SP:Iteration 1F (140404.020000 sec): 3 clusters
  Score: Raw -254829.330213 + Penalty 2622.129129 = -252207.201085
  nChanged 327
		SP:Iteration 2F (140404.080000 sec): 3 clusters
  Score: Raw -255211.794157 + Penalty 2622.129129 = -252589.665029
  nChanged 243
		SP:Iteration 3F (140404.130000 sec): 3 clusters
  Score: Raw -255460.444116 + Penalty 2622.129129 = -252838.314987
  nChanged 179
		SP:Iteration 4F (140404.190000 sec): 3 clusters
  Score: Raw -255603.104507 + Penalty 2622.129129 = -252980.975379
  nChanged 128
		SP:Iteration 5Q (140404.250000 sec): 3 clusters
  Score: Raw -255702.730146 + Penalty 2622.129129 = -253080.601017
  nChanged 92
		SP:Iteration 6Q (140404.310000 sec): 3 clusters
  Score: Raw -255769.835250 + Penalty 2622.129129 = -253147.706122
  nChanged 89
		SP:Iteration 7Q (140404.370000 sec): 3 clusters
  Score: Raw -255818.558856 + Penalty 2622.129129 = -253196.429727
  nChanged 74
		SP:Iteration 8Q (140404.430000 sec): 3 clusters
  Score: Raw -255852.024564 + Penalty 2622.129129 = -253229.895435
  nChanged 35
		SP:Iteration 9Q (140404.490000 sec): 3 clusters
  Score: Raw -255870.372122 + Penalty 2622.129129 = -253248.242994
  nChanged 38
		SP:Iteration 10Q (140404.550000 sec): 3 clusters
  Score: Raw -255892.663779 + Penalty 2622.129129 = -253270.534650
  nChanged 32
		SP:Iteration 11Q (140404.610000 sec): 3 clusters
  Score: Raw -255903.832571 + Penalty 2622.129129 = -253281.703442
  nChanged 26
		SP:Iteration 12Q (140404.670000 sec): 3 clusters
  Score: Raw -255919.777120 + Penalty 2622.129129 = -253297.647991
  nChanged 34
		SP:Iteration 13Q (140404.730000 sec): 3 clusters
  Score: Raw -255931.913933 + Penalty 2622.129129 = -253309.784804
  nChanged 19
		SP:Iteration 14Q (140404.790000 sec): 3 clusters
  Score: Raw -255937.695591 + Penalty 2622.129129 = -253315.566462
  nChanged 8
		SP:Iteration 15Q (140404.850000 sec): 3 clusters
  Score: Raw -255939.712655 + Penalty 2622.129129 = -253317.583526
  nChanged 2
		SP:Iteration 16Q (140404.910000 sec): 3 clusters
  Score: Raw -255940.056046 + Penalty 2622.129129 = -253317.926917
  nChanged 1
		SP:Iteration 17Q (140404.970000 sec): 3 clusters
  Score: Raw -255940.244162 + Penalty 2622.129129 = -253318.115033
  nChanged 0
		SP:Iteration 18F (140405.030000 sec): 3 clusters
  Score: Raw -255940.244162 + Penalty 2622.129129 = -253318.115033
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 92 (4961 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (140405.110000 sec): 2 clusters
  Score: Raw -416004.850872 + Penalty 1382.771424 = -414622.079448
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (140405.220000 sec): 3 clusters
  Score: Raw -413394.631965 + Penalty 2765.542849 = -410629.089116
  nChanged 2018
		SP:Iteration 1F (140405.310000 sec): 3 clusters
  Score: Raw -414574.665387 + Penalty 2765.542849 = -411809.122538
  nChanged 418
		SP:Iteration 2F (140405.400000 sec): 3 clusters
  Score: Raw -414869.536758 + Penalty 2765.542849 = -412103.993909
  nChanged 340
		SP:Iteration 3F (140405.490000 sec): 3 clusters
  Score: Raw -415097.176838 + Penalty 2765.542849 = -412331.633989
  nChanged 254
		SP:Iteration 4F (140405.580000 sec): 3 clusters
  Score: Raw -415274.577942 + Penalty 2765.542849 = -412509.035093
  nChanged 217
		SP:Iteration 5Q (140405.670000 sec): 3 clusters
  Score: Raw -415429.803571 + Penalty 2765.542849 = -412664.260722
  nChanged 207
		SP:Iteration 6Q (140405.760000 sec): 3 clusters
  Score: Raw -415572.986064 + Penalty 2765.542849 = -412807.443215
  nChanged 201
		SP:Iteration 7Q (140405.860000 sec): 3 clusters
  Score: Raw -415736.901495 + Penalty 2765.542849 = -412971.358646
  nChanged 207
		SP:Iteration 8Q (140405.940000 sec): 3 clusters
  Score: Raw -415903.768250 + Penalty 2765.542849 = -413138.225401
  nChanged 184
		SP:Iteration 9Q (140406.040000 sec): 3 clusters
  Score: Raw -416040.026640 + Penalty 2765.542849 = -413274.483791
  nChanged 151
		SP:Iteration 10Q (140406.130000 sec): 3 clusters
  Score: Raw -416135.580295 + Penalty 2765.542849 = -413370.037446
  nChanged 133
		SP:Iteration 11Q (140406.220000 sec): 3 clusters
  Score: Raw -416219.717825 + Penalty 2765.542849 = -413454.174976
  nChanged 115
		SP:Iteration 12Q (140406.310000 sec): 3 clusters
  Score: Raw -416286.434604 + Penalty 2765.542849 = -413520.891755
  nChanged 109
		SP:Iteration 13Q (140406.400000 sec): 3 clusters
  Score: Raw -416341.056825 + Penalty 2765.542849 = -413575.513976
  nChanged 86
		SP:Iteration 14Q (140406.490000 sec): 3 clusters
  Score: Raw -416393.920036 + Penalty 2765.542849 = -413628.377187
  nChanged 109
		SP:Iteration 15Q (140406.580000 sec): 3 clusters
  Score: Raw -416466.727951 + Penalty 2765.542849 = -413701.185102
  nChanged 98
		SP:Iteration 16Q (140406.670000 sec): 3 clusters
  Score: Raw -416525.532386 + Penalty 2765.542849 = -413759.989537
  nChanged 92
		SP:Iteration 17Q (140406.760000 sec): 3 clusters
  Score: Raw -416591.684441 + Penalty 2765.542849 = -413826.141592
  nChanged 87
		SP:Iteration 18Q (140406.850000 sec): 3 clusters
  Score: Raw -416653.684403 + Penalty 2765.542849 = -413888.141554
  nChanged 70
		SP:Iteration 19Q (140406.940000 sec): 3 clusters
  Score: Raw -416700.553161 + Penalty 2765.542849 = -413935.010312
  nChanged 63
		SP:Iteration 20F (140407.020000 sec): 3 clusters
  Score: Raw -416738.303713 + Penalty 2765.542849 = -413972.760864
  nChanged 65
		SP:Iteration 21Q (140407.120000 sec): 3 clusters
  Score: Raw -416774.649100 + Penalty 2765.542849 = -414009.106251
  nChanged 63
		SP:Iteration 22Q (140407.200000 sec): 3 clusters
  Score: Raw -416806.823724 + Penalty 2765.542849 = -414041.280875
  nChanged 55
		SP:Iteration 23Q (140407.290000 sec): 3 clusters
  Score: Raw -416829.747477 + Penalty 2765.542849 = -414064.204628
  nChanged 43
		SP:Iteration 24Q (140407.380000 sec): 3 clusters
  Score: Raw -416848.384005 + Penalty 2765.542849 = -414082.841156
  nChanged 33
		SP:Iteration 25Q (140407.470000 sec): 3 clusters
  Score: Raw -416861.641780 + Penalty 2765.542849 = -414096.098931
  nChanged 25
		SP:Iteration 26Q (140407.560000 sec): 3 clusters
  Score: Raw -416870.008398 + Penalty 2765.542849 = -414104.465549
  nChanged 17
		SP:Iteration 27Q (140407.650000 sec): 3 clusters
  Score: Raw -416876.036849 + Penalty 2765.542849 = -414110.494000
  nChanged 9
		SP:Iteration 28Q (140407.740000 sec): 3 clusters
  Score: Raw -416877.933106 + Penalty 2765.542849 = -414112.390257
  nChanged 7
		SP:Iteration 29Q (140407.830000 sec): 3 clusters
  Score: Raw -416879.121655 + Penalty 2765.542849 = -414113.578806
  nChanged 4
		SP:Iteration 30Q (140407.920000 sec): 3 clusters
  Score: Raw -416879.610344 + Penalty 2765.542849 = -414114.067495
  nChanged 3
		SP:Iteration 31Q (140408.000000 sec): 3 clusters
  Score: Raw -416879.993232 + Penalty 2765.542849 = -414114.450383
  nChanged 1
		SP:Iteration 32Q (140408.100000 sec): 3 clusters
  Score: Raw -416880.093372 + Penalty 2765.542849 = -414114.550523
  nChanged 1
		SP:Iteration 33Q (140408.180000 sec): 3 clusters
  Score: Raw -416880.268946 + Penalty 2765.542849 = -414114.726097
  nChanged 0
		SP:Iteration 34F (140408.270000 sec): 3 clusters
  Score: Raw -416880.268946 + Penalty 2765.542849 = -414114.726097
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 93 (497 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (140408.320000 sec): 2 clusters
  Score: Raw -44763.492958 + Penalty 1008.895879 = -43754.597078
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (140408.330000 sec): 3 clusters
  Score: Raw -44680.407374 + Penalty 2017.791758 = -42662.615615
  nChanged 103
		SP:Iteration 1F (140408.340000 sec): 3 clusters
  Score: Raw -44831.568504 + Penalty 2017.791758 = -42813.776746
  nChanged 29
		SP:Iteration 2F (140408.350000 sec): 3 clusters
  Score: Raw -44886.177148 + Penalty 2017.791758 = -42868.385390
  nChanged 15
		SP:Iteration 3Q (140408.360000 sec): 3 clusters
  Score: Raw -44917.224132 + Penalty 2017.791758 = -42899.432374
  nChanged 15
		SP:Iteration 4Q (140408.380000 sec): 3 clusters
  Score: Raw -44939.150510 + Penalty 2017.791758 = -42921.358751
  nChanged 8
		SP:Iteration 5Q (140408.380000 sec): 3 clusters
  Score: Raw -44951.088541 + Penalty 2017.791758 = -42933.296782
  nChanged 7
		SP:Iteration 6Q (140408.400000 sec): 3 clusters
  Score: Raw -44971.416256 + Penalty 2017.791758 = -42953.624498
  nChanged 8
		SP:Iteration 7Q (140408.400000 sec): 3 clusters
  Score: Raw -44988.050359 + Penalty 2017.791758 = -42970.258600
  nChanged 6
		SP:Iteration 8Q (140408.420000 sec): 3 clusters
  Score: Raw -44994.030343 + Penalty 2017.791758 = -42976.238584
  nChanged 4
		SP:Iteration 9Q (140408.430000 sec): 3 clusters
  Score: Raw -44997.339647 + Penalty 2017.791758 = -42979.547889
  nChanged 3
		SP:Iteration 10Q (140408.440000 sec): 3 clusters
  Score: Raw -45003.505623 + Penalty 2017.791758 = -42985.713864
  nChanged 5
		SP:Iteration 11Q (140408.450000 sec): 3 clusters
  Score: Raw -45023.752742 + Penalty 2017.791758 = -43005.960983
  nChanged 4
		SP:Iteration 12Q (140408.460000 sec): 3 clusters
  Score: Raw -45045.874492 + Penalty 2017.791758 = -43028.082733
  nChanged 7
		SP:Iteration 13Q (140408.470000 sec): 3 clusters
  Score: Raw -45077.767249 + Penalty 2017.791758 = -43059.975490
  nChanged 6
		SP:Iteration 14Q (140408.480000 sec): 3 clusters
  Score: Raw -45092.706762 + Penalty 2017.791758 = -43074.915003
  nChanged 6
		SP:Iteration 15Q (140408.490000 sec): 3 clusters
  Score: Raw -45100.730190 + Penalty 2017.791758 = -43082.938431
  nChanged 4
		SP:Iteration 16Q (140408.500000 sec): 3 clusters
  Score: Raw -45106.549391 + Penalty 2017.791758 = -43088.757632
  nChanged 1
		SP:Iteration 17Q (140408.510000 sec): 3 clusters
  Score: Raw -45108.119177 + Penalty 2017.791758 = -43090.327418
  nChanged 1
		SP:Iteration 18Q (140408.520000 sec): 3 clusters
  Score: Raw -45111.663028 + Penalty 2017.791758 = -43093.871269
  nChanged 0
		SP:Iteration 19F (140408.530000 sec): 3 clusters
  Score: Raw -45111.663028 + Penalty 2017.791758 = -43093.871269
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 94 (20079 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (140408.750000 sec): 2 clusters
  Score: Raw -1821030.655639 + Penalty 1609.957338 = -1819420.698301
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (140409.040000 sec): 3 clusters
  Score: Raw -1809102.641582 + Penalty 3219.914676 = -1805882.726906
  nChanged 8945
		SP:Iteration 1F (140409.290000 sec): 3 clusters
  Score: Raw -1813996.239210 + Penalty 3219.914676 = -1810776.324535
  nChanged 950
		SP:Iteration 2Q (140409.550000 sec): 3 clusters
  Score: Raw -1814337.799275 + Penalty 3219.914676 = -1811117.884600
  nChanged 909
		SP:Iteration 3Q (140409.830000 sec): 3 clusters
  Score: Raw -1814685.929531 + Penalty 3219.914676 = -1811466.014855
  nChanged 917
		SP:Iteration 4Q (140410.100000 sec): 3 clusters
  Score: Raw -1815068.475389 + Penalty 3219.914676 = -1811848.560713
  nChanged 942
		SP:Iteration 5Q (140410.370000 sec): 3 clusters
  Score: Raw -1815504.726540 + Penalty 3219.914676 = -1812284.811865
  nChanged 1006
		SP:Iteration 6F (140410.620000 sec): 3 clusters
  Score: Raw -1816051.386479 + Penalty 3219.914676 = -1812831.471804
  nChanged 1100
		SP:Iteration 7F (140410.860000 sec): 3 clusters
  Score: Raw -1816762.106662 + Penalty 3219.914676 = -1813542.191986
  nChanged 1162
		SP:Iteration 8F (140411.130000 sec): 3 clusters
  Score: Raw -1817599.734968 + Penalty 3219.914676 = -1814379.820292
  nChanged 1108
		SP:Iteration 9F (140411.380000 sec): 3 clusters
  Score: Raw -1818458.418135 + Penalty 3219.914676 = -1815238.503459
  nChanged 992
		SP:Iteration 10Q (140411.630000 sec): 3 clusters
  Score: Raw -1819109.579655 + Penalty 3219.914676 = -1815889.664979
  nChanged 705
		SP:Iteration 11Q (140411.900000 sec): 3 clusters
  Score: Raw -1819477.499665 + Penalty 3219.914676 = -1816257.584989
  nChanged 510
		SP:Iteration 12Q (140412.160000 sec): 3 clusters
  Score: Raw -1819702.110269 + Penalty 3219.914676 = -1816482.195593
  nChanged 367
		SP:Iteration 13Q (140412.430000 sec): 3 clusters
  Score: Raw -1819866.994656 + Penalty 3219.914676 = -1816647.079980
  nChanged 308
		SP:Iteration 14Q (140412.670000 sec): 3 clusters
  Score: Raw -1819975.541264 + Penalty 3219.914676 = -1816755.626588
  nChanged 242
		SP:Iteration 15Q (140412.940000 sec): 3 clusters
  Score: Raw -1820049.468749 + Penalty 3219.914676 = -1816829.554073
  nChanged 193
		SP:Iteration 16Q (140413.200000 sec): 3 clusters
  Score: Raw -1820107.626103 + Penalty 3219.914676 = -1816887.711427
  nChanged 176
		SP:Iteration 17Q (140413.450000 sec): 3 clusters
  Score: Raw -1820148.609855 + Penalty 3219.914676 = -1816928.695179
  nChanged 149
		SP:Iteration 18Q (140413.710000 sec): 3 clusters
  Score: Raw -1820180.334421 + Penalty 3219.914676 = -1816960.419745
  nChanged 125
		SP:Iteration 19Q (140413.970000 sec): 3 clusters
  Score: Raw -1820206.678241 + Penalty 3219.914676 = -1816986.763565
  nChanged 130
		SP:Iteration 20F (140414.210000 sec): 3 clusters
  Score: Raw -1820232.839263 + Penalty 3219.914676 = -1817012.924588
  nChanged 111
		SP:Iteration 21Q (140414.480000 sec): 3 clusters
  Score: Raw -1820250.669869 + Penalty 3219.914676 = -1817030.755193
  nChanged 95
		SP:Iteration 22Q (140414.750000 sec): 3 clusters
  Score: Raw -1820265.255188 + Penalty 3219.914676 = -1817045.340512
  nChanged 71
		SP:Iteration 23Q (140415.010000 sec): 3 clusters
  Score: Raw -1820274.647066 + Penalty 3219.914676 = -1817054.732391
  nChanged 54
		SP:Iteration 24Q (140415.250000 sec): 3 clusters
  Score: Raw -1820279.805625 + Penalty 3219.914676 = -1817059.890950
  nChanged 43
		SP:Iteration 25Q (140415.520000 sec): 3 clusters
  Score: Raw -1820284.204403 + Penalty 3219.914676 = -1817064.289727
  nChanged 40
		SP:Iteration 26Q (140415.770000 sec): 3 clusters
  Score: Raw -1820288.404725 + Penalty 3219.914676 = -1817068.490049
  nChanged 31
		SP:Iteration 27Q (140416.020000 sec): 3 clusters
  Score: Raw -1820291.914353 + Penalty 3219.914676 = -1817071.999677
  nChanged 33
		SP:Iteration 28Q (140416.290000 sec): 3 clusters
  Score: Raw -1820294.960967 + Penalty 3219.914676 = -1817075.046291
  nChanged 35
		SP:Iteration 29Q (140416.550000 sec): 3 clusters
  Score: Raw -1820298.429418 + Penalty 3219.914676 = -1817078.514743
  nChanged 34
		SP:Iteration 30Q (140416.810000 sec): 3 clusters
  Score: Raw -1820302.142784 + Penalty 3219.914676 = -1817082.228108
  nChanged 35
		SP:Iteration 31Q (140417.050000 sec): 3 clusters
  Score: Raw -1820305.452499 + Penalty 3219.914676 = -1817085.537823
  nChanged 19
		SP:Iteration 32Q (140417.320000 sec): 3 clusters
  Score: Raw -1820307.055651 + Penalty 3219.914676 = -1817087.140975
  nChanged 19
		SP:Iteration 33Q (140417.570000 sec): 3 clusters
  Score: Raw -1820308.068474 + Penalty 3219.914676 = -1817088.153799
  nChanged 13
		SP:Iteration 34Q (140417.820000 sec): 3 clusters
  Score: Raw -1820308.809200 + Penalty 3219.914676 = -1817088.894524
  nChanged 16
		SP:Iteration 35Q (140418.090000 sec): 3 clusters
  Score: Raw -1820309.602166 + Penalty 3219.914676 = -1817089.687490
  nChanged 9
		SP:Iteration 36Q (140418.340000 sec): 3 clusters
  Score: Raw -1820310.184744 + Penalty 3219.914676 = -1817090.270068
  nChanged 14
		SP:Iteration 37Q (140418.580000 sec): 3 clusters
  Score: Raw -1820311.101007 + Penalty 3219.914676 = -1817091.186331
  nChanged 16
		SP:Iteration 38Q (140418.850000 sec): 3 clusters
  Score: Raw -1820312.034539 + Penalty 3219.914676 = -1817092.119864
  nChanged 9
		SP:Iteration 39Q (140419.110000 sec): 3 clusters
  Score: Raw -1820312.652604 + Penalty 3219.914676 = -1817092.737928
  nChanged 13
		SP:Iteration 40F (140419.370000 sec): 3 clusters
  Score: Raw -1820313.498562 + Penalty 3219.914676 = -1817093.583886
  nChanged 11
		SP:Iteration 41Q (140419.610000 sec): 3 clusters
  Score: Raw -1820314.074743 + Penalty 3219.914676 = -1817094.160067
  nChanged 10
		SP:Iteration 42Q (140419.870000 sec): 3 clusters
  Score: Raw -1820314.461426 + Penalty 3219.914676 = -1817094.546750
  nChanged 2
		SP:Iteration 43Q (140420.130000 sec): 3 clusters
  Score: Raw -1820314.627049 + Penalty 3219.914676 = -1817094.712373
  nChanged 2
		SP:Iteration 44Q (140420.370000 sec): 3 clusters
  Score: Raw -1820314.710220 + Penalty 3219.914676 = -1817094.795544
  nChanged 3
		SP:Iteration 45Q (140420.640000 sec): 3 clusters
  Score: Raw -1820314.804010 + Penalty 3219.914676 = -1817094.889334
  nChanged 2
		SP:Iteration 46Q (140420.890000 sec): 3 clusters
  Score: Raw -1820314.922783 + Penalty 3219.914676 = -1817095.008107
  nChanged 4
		SP:Iteration 47Q (140421.140000 sec): 3 clusters
  Score: Raw -1820315.122871 + Penalty 3219.914676 = -1817095.208195
  nChanged 1
		SP:Iteration 48Q (140421.410000 sec): 3 clusters
  Score: Raw -1820315.135792 + Penalty 3219.914676 = -1817095.221116
  nChanged 0
		SP:Iteration 49F (140421.660000 sec): 3 clusters
  Score: Raw -1820315.135792 + Penalty 3219.914676 = -1817095.221116
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 95 (1667 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (140421.710000 sec): 2 clusters
  Score: Raw -137632.698053 + Penalty 1205.551893 = -136427.146159
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (140421.750000 sec): 3 clusters
  Score: Raw -137021.197738 + Penalty 2411.103787 = -134610.093951
  nChanged 570
		SP:Iteration 1F (140421.780000 sec): 3 clusters
  Score: Raw -137390.798594 + Penalty 2411.103787 = -134979.694807
  nChanged 113
		SP:Iteration 2F (140421.820000 sec): 3 clusters
  Score: Raw -137471.806550 + Penalty 2411.103787 = -135060.702763
  nChanged 57
		SP:Iteration 3Q (140421.850000 sec): 3 clusters
  Score: Raw -137523.746464 + Penalty 2411.103787 = -135112.642677
  nChanged 47
		SP:Iteration 4Q (140421.880000 sec): 3 clusters
  Score: Raw -137552.556987 + Penalty 2411.103787 = -135141.453200
  nChanged 23
		SP:Iteration 5Q (140421.910000 sec): 3 clusters
  Score: Raw -137567.312899 + Penalty 2411.103787 = -135156.209112
  nChanged 22
		SP:Iteration 6Q (140421.950000 sec): 3 clusters
  Score: Raw -137581.963262 + Penalty 2411.103787 = -135170.859475
  nChanged 20
		SP:Iteration 7Q (140421.980000 sec): 3 clusters
  Score: Raw -137597.562801 + Penalty 2411.103787 = -135186.459014
  nChanged 20
		SP:Iteration 8Q (140422.010000 sec): 3 clusters
  Score: Raw -137609.130520 + Penalty 2411.103787 = -135198.026733
  nChanged 15
		SP:Iteration 9Q (140422.040000 sec): 3 clusters
  Score: Raw -137618.248572 + Penalty 2411.103787 = -135207.144786
  nChanged 13
		SP:Iteration 10Q (140422.070000 sec): 3 clusters
  Score: Raw -137624.913615 + Penalty 2411.103787 = -135213.809828
  nChanged 11
		SP:Iteration 11Q (140422.110000 sec): 3 clusters
  Score: Raw -137628.874108 + Penalty 2411.103787 = -135217.770322
  nChanged 10
		SP:Iteration 12Q (140422.140000 sec): 3 clusters
  Score: Raw -137633.402525 + Penalty 2411.103787 = -135222.298738
  nChanged 13
		SP:Iteration 13Q (140422.170000 sec): 3 clusters
  Score: Raw -137640.690691 + Penalty 2411.103787 = -135229.586904
  nChanged 13
		SP:Iteration 14Q (140422.200000 sec): 3 clusters
  Score: Raw -137646.251304 + Penalty 2411.103787 = -135235.147518
  nChanged 8
		SP:Iteration 15Q (140422.230000 sec): 3 clusters
  Score: Raw -137650.996593 + Penalty 2411.103787 = -135239.892806
  nChanged 9
		SP:Iteration 16Q (140422.270000 sec): 3 clusters
  Score: Raw -137656.581583 + Penalty 2411.103787 = -135245.477796
  nChanged 10
		SP:Iteration 17Q (140422.300000 sec): 3 clusters
  Score: Raw -137662.208059 + Penalty 2411.103787 = -135251.104272
  nChanged 13
		SP:Iteration 18Q (140422.330000 sec): 3 clusters
  Score: Raw -137670.928196 + Penalty 2411.103787 = -135259.824409
  nChanged 12
		SP:Iteration 19Q (140422.360000 sec): 3 clusters
  Score: Raw -137677.886508 + Penalty 2411.103787 = -135266.782721
  nChanged 12
		SP:Iteration 20F (140422.390000 sec): 3 clusters
  Score: Raw -137684.160873 + Penalty 2411.103787 = -135273.057086
  nChanged 8
		SP:Iteration 21Q (140422.430000 sec): 3 clusters
  Score: Raw -137689.143868 + Penalty 2411.103787 = -135278.040081
  nChanged 10
		SP:Iteration 22Q (140422.460000 sec): 3 clusters
  Score: Raw -137693.688017 + Penalty 2411.103787 = -135282.584231
  nChanged 12
		SP:Iteration 23Q (140422.490000 sec): 3 clusters
  Score: Raw -137701.576039 + Penalty 2411.103787 = -135290.472252
  nChanged 11
		SP:Iteration 24Q (140422.520000 sec): 3 clusters
  Score: Raw -137708.069142 + Penalty 2411.103787 = -135296.965355
  nChanged 11
		SP:Iteration 25Q (140422.550000 sec): 3 clusters
  Score: Raw -137714.441693 + Penalty 2411.103787 = -135303.337906
  nChanged 8
		SP:Iteration 26Q (140422.580000 sec): 3 clusters
  Score: Raw -137717.902509 + Penalty 2411.103787 = -135306.798722
  nChanged 8
		SP:Iteration 27Q (140422.610000 sec): 3 clusters
  Score: Raw -137723.884194 + Penalty 2411.103787 = -135312.780407
  nChanged 13
		SP:Iteration 28Q (140422.650000 sec): 3 clusters
  Score: Raw -137733.651033 + Penalty 2411.103787 = -135322.547247
  nChanged 22
		SP:Iteration 29Q (140422.680000 sec): 3 clusters
  Score: Raw -137747.916555 + Penalty 2411.103787 = -135336.812768
  nChanged 16
		SP:Iteration 30Q (140422.710000 sec): 3 clusters
  Score: Raw -137759.543690 + Penalty 2411.103787 = -135348.439903
  nChanged 15
		SP:Iteration 31Q (140422.740000 sec): 3 clusters
  Score: Raw -137773.891769 + Penalty 2411.103787 = -135362.787983
  nChanged 16
		SP:Iteration 32Q (140422.770000 sec): 3 clusters
  Score: Raw -137784.029333 + Penalty 2411.103787 = -135372.925546
  nChanged 21
		SP:Iteration 33Q (140422.810000 sec): 3 clusters
  Score: Raw -137804.809739 + Penalty 2411.103787 = -135393.705952
  nChanged 20
		SP:Iteration 34Q (140422.840000 sec): 3 clusters
  Score: Raw -137825.185595 + Penalty 2411.103787 = -135414.081808
  nChanged 22
		SP:Iteration 35Q (140422.870000 sec): 3 clusters
  Score: Raw -137844.913138 + Penalty 2411.103787 = -135433.809351
  nChanged 25
		SP:Iteration 36Q (140422.900000 sec): 3 clusters
  Score: Raw -137867.006673 + Penalty 2411.103787 = -135455.902886
  nChanged 23
		SP:Iteration 37Q (140422.930000 sec): 3 clusters
  Score: Raw -137896.051656 + Penalty 2411.103787 = -135484.947869
  nChanged 25
		SP:Iteration 38Q (140422.960000 sec): 3 clusters
  Score: Raw -137926.978205 + Penalty 2411.103787 = -135515.874418
  nChanged 22
		SP:Iteration 39Q (140422.990000 sec): 3 clusters
  Score: Raw -137951.101270 + Penalty 2411.103787 = -135539.997483
  nChanged 27
		SP:Iteration 40F (140423.030000 sec): 3 clusters
  Score: Raw -137970.927619 + Penalty 2411.103787 = -135559.823832
  nChanged 23
		SP:Iteration 41Q (140423.060000 sec): 3 clusters
  Score: Raw -137988.943514 + Penalty 2411.103787 = -135577.839727
  nChanged 26
		SP:Iteration 42Q (140423.090000 sec): 3 clusters
  Score: Raw -138013.537117 + Penalty 2411.103787 = -135602.433330
  nChanged 22
		SP:Iteration 43Q (140423.120000 sec): 3 clusters
  Score: Raw -138032.443639 + Penalty 2411.103787 = -135621.339852
  nChanged 23
		SP:Iteration 44Q (140423.150000 sec): 3 clusters
  Score: Raw -138053.385201 + Penalty 2411.103787 = -135642.281414
  nChanged 25
		SP:Iteration 45Q (140423.180000 sec): 3 clusters
  Score: Raw -138083.956858 + Penalty 2411.103787 = -135672.853071
  nChanged 31
		SP:Iteration 46Q (140423.210000 sec): 3 clusters
  Score: Raw -138125.468737 + Penalty 2411.103787 = -135714.364951
  nChanged 27
		SP:Iteration 47Q (140423.240000 sec): 3 clusters
  Score: Raw -138154.555904 + Penalty 2411.103787 = -135743.452117
  nChanged 24
		SP:Iteration 48Q (140423.270000 sec): 3 clusters
  Score: Raw -138182.930217 + Penalty 2411.103787 = -135771.826430
  nChanged 22
		SP:Iteration 49Q (140423.300000 sec): 3 clusters
  Score: Raw -138201.404156 + Penalty 2411.103787 = -135790.300369
  nChanged 15
		SP:Iteration 50Q (140423.330000 sec): 3 clusters
  Score: Raw -138212.232728 + Penalty 2411.103787 = -135801.128941
  nChanged 15
		SP:Iteration 51Q (140423.370000 sec): 3 clusters
  Score: Raw -138229.823786 + Penalty 2411.103787 = -135818.719999
  nChanged 10
		SP:Iteration 52Q (140423.390000 sec): 3 clusters
  Score: Raw -138238.074911 + Penalty 2411.103787 = -135826.971124
  nChanged 9
		SP:Iteration 53Q (140423.430000 sec): 3 clusters
  Score: Raw -138248.161397 + Penalty 2411.103787 = -135837.057610
  nChanged 8
		SP:Iteration 54Q (140423.450000 sec): 3 clusters
  Score: Raw -138253.814525 + Penalty 2411.103787 = -135842.710738
  nChanged 5
		SP:Iteration 55Q (140423.490000 sec): 3 clusters
  Score: Raw -138257.804814 + Penalty 2411.103787 = -135846.701027
  nChanged 4
		SP:Iteration 56Q (140423.510000 sec): 3 clusters
  Score: Raw -138259.843344 + Penalty 2411.103787 = -135848.739557
  nChanged 0
		SP:Iteration 57F (140423.550000 sec): 3 clusters
  Score: Raw -138259.843344 + Penalty 2411.103787 = -135848.739557
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 96 (1796 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (140423.610000 sec): 2 clusters
  Score: Raw -153509.396161 + Penalty 1217.664053 = -152291.732108
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (140423.640000 sec): 3 clusters
  Score: Raw -152794.919448 + Penalty 2435.328106 = -150359.591342
  nChanged 583
		SP:Iteration 1F (140423.680000 sec): 3 clusters
  Score: Raw -153206.347952 + Penalty 2435.328106 = -150771.019846
  nChanged 156
		SP:Iteration 2F (140423.710000 sec): 3 clusters
  Score: Raw -153309.461316 + Penalty 2435.328106 = -150874.133210
  nChanged 75
		SP:Iteration 3Q (140423.750000 sec): 3 clusters
  Score: Raw -153365.423482 + Penalty 2435.328106 = -150930.095376
  nChanged 57
		SP:Iteration 4Q (140423.780000 sec): 3 clusters
  Score: Raw -153404.153886 + Penalty 2435.328106 = -150968.825780
  nChanged 35
		SP:Iteration 5Q (140423.810000 sec): 3 clusters
  Score: Raw -153430.563546 + Penalty 2435.328106 = -150995.235440
  nChanged 37
		SP:Iteration 6Q (140423.850000 sec): 3 clusters
  Score: Raw -153458.919476 + Penalty 2435.328106 = -151023.591370
  nChanged 36
		SP:Iteration 7Q (140423.880000 sec): 3 clusters
  Score: Raw -153489.832315 + Penalty 2435.328106 = -151054.504209
  nChanged 39
		SP:Iteration 8Q (140423.920000 sec): 3 clusters
  Score: Raw -153521.574664 + Penalty 2435.328106 = -151086.246558
  nChanged 33
		SP:Iteration 9Q (140423.950000 sec): 3 clusters
  Score: Raw -153547.092227 + Penalty 2435.328106 = -151111.764121
  nChanged 32
		SP:Iteration 10Q (140423.990000 sec): 3 clusters
  Score: Raw -153580.012120 + Penalty 2435.328106 = -151144.684014
  nChanged 43
		SP:Iteration 11Q (140424.020000 sec): 3 clusters
  Score: Raw -153624.053758 + Penalty 2435.328106 = -151188.725652
  nChanged 48
		SP:Iteration 12Q (140424.050000 sec): 3 clusters
  Score: Raw -153673.974593 + Penalty 2435.328106 = -151238.646487
  nChanged 35
		SP:Iteration 13Q (140424.090000 sec): 3 clusters
  Score: Raw -153710.743479 + Penalty 2435.328106 = -151275.415373
  nChanged 42
		SP:Iteration 14Q (140424.120000 sec): 3 clusters
  Score: Raw -153762.484490 + Penalty 2435.328106 = -151327.156385
  nChanged 41
		SP:Iteration 15Q (140424.150000 sec): 3 clusters
  Score: Raw -153821.324971 + Penalty 2435.328106 = -151385.996865
  nChanged 46
		SP:Iteration 16Q (140424.190000 sec): 3 clusters
  Score: Raw -153893.510974 + Penalty 2435.328106 = -151458.182868
  nChanged 42
		SP:Iteration 17Q (140424.220000 sec): 3 clusters
  Score: Raw -153949.394929 + Penalty 2435.328106 = -151514.066823
  nChanged 42
		SP:Iteration 18Q (140424.250000 sec): 3 clusters
  Score: Raw -153993.123958 + Penalty 2435.328106 = -151557.795852
  nChanged 36
		SP:Iteration 19Q (140424.290000 sec): 3 clusters
  Score: Raw -154025.405699 + Penalty 2435.328106 = -151590.077593
  nChanged 29
		SP:Iteration 20F (140424.320000 sec): 3 clusters
  Score: Raw -154049.804101 + Penalty 2435.328106 = -151614.475995
  nChanged 26
		SP:Iteration 21Q (140424.360000 sec): 3 clusters
  Score: Raw -154082.029109 + Penalty 2435.328106 = -151646.701003
  nChanged 31
		SP:Iteration 22Q (140424.390000 sec): 3 clusters
  Score: Raw -154112.347586 + Penalty 2435.328106 = -151677.019480
  nChanged 27
		SP:Iteration 23Q (140424.420000 sec): 3 clusters
  Score: Raw -154147.627720 + Penalty 2435.328106 = -151712.299615
  nChanged 33
		SP:Iteration 24Q (140424.450000 sec): 3 clusters
  Score: Raw -154186.470136 + Penalty 2435.328106 = -151751.142030
  nChanged 27
		SP:Iteration 25Q (140424.490000 sec): 3 clusters
  Score: Raw -154219.359389 + Penalty 2435.328106 = -151784.031283
  nChanged 17
		SP:Iteration 26Q (140424.520000 sec): 3 clusters
  Score: Raw -154238.266769 + Penalty 2435.328106 = -151802.938663
  nChanged 12
		SP:Iteration 27Q (140424.550000 sec): 3 clusters
  Score: Raw -154254.148883 + Penalty 2435.328106 = -151818.820777
  nChanged 20
		SP:Iteration 28Q (140424.590000 sec): 3 clusters
  Score: Raw -154275.345330 + Penalty 2435.328106 = -151840.017224
  nChanged 19
		SP:Iteration 29Q (140424.620000 sec): 3 clusters
  Score: Raw -154303.184224 + Penalty 2435.328106 = -151867.856118
  nChanged 14
		SP:Iteration 30Q (140424.650000 sec): 3 clusters
  Score: Raw -154320.078163 + Penalty 2435.328106 = -151884.750057
  nChanged 15
		SP:Iteration 31Q (140424.690000 sec): 3 clusters
  Score: Raw -154334.948923 + Penalty 2435.328106 = -151899.620817
  nChanged 8
		SP:Iteration 32Q (140424.720000 sec): 3 clusters
  Score: Raw -154342.321752 + Penalty 2435.328106 = -151906.993646
  nChanged 8
		SP:Iteration 33Q (140424.750000 sec): 3 clusters
  Score: Raw -154348.007914 + Penalty 2435.328106 = -151912.679808
  nChanged 8
		SP:Iteration 34Q (140424.780000 sec): 3 clusters
  Score: Raw -154351.330885 + Penalty 2435.328106 = -151916.002779
  nChanged 2
		SP:Iteration 35Q (140424.810000 sec): 3 clusters
  Score: Raw -154352.099179 + Penalty 2435.328106 = -151916.771073
  nChanged 0
		SP:Iteration 36F (140424.850000 sec): 3 clusters
  Score: Raw -154352.099179 + Penalty 2435.328106 = -151916.771073
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 97 (3963 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (140424.920000 sec): 2 clusters
  Score: Raw -378324.582516 + Penalty 1346.272946 = -376978.309569
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (140425.000000 sec): 3 clusters
  Score: Raw -376370.426732 + Penalty 2692.545893 = -373677.880839
  nChanged 1516
		SP:Iteration 1F (140425.080000 sec): 3 clusters
  Score: Raw -377224.221549 + Penalty 2692.545893 = -374531.675656
  nChanged 261
		SP:Iteration 2F (140425.150000 sec): 3 clusters
  Score: Raw -377368.630381 + Penalty 2692.545893 = -374676.084489
  nChanged 186
		SP:Iteration 3Q (140425.230000 sec): 3 clusters
  Score: Raw -377463.869745 + Penalty 2692.545893 = -374771.323852
  nChanged 160
		SP:Iteration 4Q (140425.300000 sec): 3 clusters
  Score: Raw -377531.142052 + Penalty 2692.545893 = -374838.596159
  nChanged 104
		SP:Iteration 5Q (140425.380000 sec): 3 clusters
  Score: Raw -377569.503109 + Penalty 2692.545893 = -374876.957216
  nChanged 73
		SP:Iteration 6Q (140425.450000 sec): 3 clusters
  Score: Raw -377591.945769 + Penalty 2692.545893 = -374899.399877
  nChanged 54
		SP:Iteration 7Q (140425.530000 sec): 3 clusters
  Score: Raw -377608.411842 + Penalty 2692.545893 = -374915.865950
  nChanged 44
		SP:Iteration 8Q (140425.600000 sec): 3 clusters
  Score: Raw -377621.365488 + Penalty 2692.545893 = -374928.819595
  nChanged 35
		SP:Iteration 9Q (140425.680000 sec): 3 clusters
  Score: Raw -377631.508958 + Penalty 2692.545893 = -374938.963065
  nChanged 32
		SP:Iteration 10Q (140425.750000 sec): 3 clusters
  Score: Raw -377639.583429 + Penalty 2692.545893 = -374947.037536
  nChanged 25
		SP:Iteration 11Q (140425.830000 sec): 3 clusters
  Score: Raw -377648.718494 + Penalty 2692.545893 = -374956.172601
  nChanged 21
		SP:Iteration 12Q (140425.910000 sec): 3 clusters
  Score: Raw -377654.901467 + Penalty 2692.545893 = -374962.355574
  nChanged 28
		SP:Iteration 13Q (140425.990000 sec): 3 clusters
  Score: Raw -377664.061168 + Penalty 2692.545893 = -374971.515275
  nChanged 23
		SP:Iteration 14Q (140426.060000 sec): 3 clusters
  Score: Raw -377670.094790 + Penalty 2692.545893 = -374977.548897
  nChanged 18
		SP:Iteration 15Q (140426.140000 sec): 3 clusters
  Score: Raw -377675.184147 + Penalty 2692.545893 = -374982.638254
  nChanged 15
		SP:Iteration 16Q (140426.210000 sec): 3 clusters
  Score: Raw -377679.030139 + Penalty 2692.545893 = -374986.484246
  nChanged 14
		SP:Iteration 17Q (140426.290000 sec): 3 clusters
  Score: Raw -377683.746910 + Penalty 2692.545893 = -374991.201018
  nChanged 18
		SP:Iteration 18Q (140426.370000 sec): 3 clusters
  Score: Raw -377688.996108 + Penalty 2692.545893 = -374996.450216
  nChanged 12
		SP:Iteration 19Q (140426.440000 sec): 3 clusters
  Score: Raw -377692.103219 + Penalty 2692.545893 = -374999.557326
  nChanged 11
		SP:Iteration 20F (140426.510000 sec): 3 clusters
  Score: Raw -377694.605652 + Penalty 2692.545893 = -375002.059759
  nChanged 12
		SP:Iteration 21Q (140426.590000 sec): 3 clusters
  Score: Raw -377697.800437 + Penalty 2692.545893 = -375005.254544
  nChanged 13
		SP:Iteration 22Q (140426.670000 sec): 3 clusters
  Score: Raw -377699.945786 + Penalty 2692.545893 = -375007.399893
  nChanged 7
		SP:Iteration 23Q (140426.740000 sec): 3 clusters
  Score: Raw -377700.987640 + Penalty 2692.545893 = -375008.441747
  nChanged 3
		SP:Iteration 24Q (140426.820000 sec): 3 clusters
  Score: Raw -377701.352106 + Penalty 2692.545893 = -375008.806213
  nChanged 3
		SP:Iteration 25Q (140426.890000 sec): 3 clusters
  Score: Raw -377702.038243 + Penalty 2692.545893 = -375009.492350
  nChanged 4
		SP:Iteration 26Q (140426.970000 sec): 3 clusters
  Score: Raw -377702.825899 + Penalty 2692.545893 = -375010.280007
  nChanged 2
		SP:Iteration 27Q (140427.050000 sec): 3 clusters
  Score: Raw -377703.429364 + Penalty 2692.545893 = -375010.883471
  nChanged 2
		SP:Iteration 28Q (140427.120000 sec): 3 clusters
  Score: Raw -377703.692670 + Penalty 2692.545893 = -375011.146777
  nChanged 2
		SP:Iteration 29Q (140427.200000 sec): 3 clusters
  Score: Raw -377704.217139 + Penalty 2692.545893 = -375011.671246
  nChanged 0
		SP:Iteration 30F (140427.270000 sec): 3 clusters
  Score: Raw -377704.217139 + Penalty 2692.545893 = -375011.671246
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 98 (966 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (140427.320000 sec): 2 clusters
  Score: Raw -82637.016619 + Penalty 1116.889123 = -81520.127496
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (140427.340000 sec): 3 clusters
  Score: Raw -82292.781813 + Penalty 2233.778246 = -80059.003567
  nChanged 297
		SP:Iteration 1F (140427.360000 sec): 3 clusters
  Score: Raw -82528.463862 + Penalty 2233.778246 = -80294.685616
  nChanged 79
		SP:Iteration 2F (140427.380000 sec): 3 clusters
  Score: Raw -82612.648252 + Penalty 2233.778246 = -80378.870006
  nChanged 42
		SP:Iteration 3Q (140427.400000 sec): 3 clusters
  Score: Raw -82663.493493 + Penalty 2233.778246 = -80429.715247
  nChanged 30
		SP:Iteration 4Q (140427.420000 sec): 3 clusters
  Score: Raw -82701.290197 + Penalty 2233.778246 = -80467.511950
  nChanged 28
		SP:Iteration 5Q (140427.440000 sec): 3 clusters
  Score: Raw -82731.977822 + Penalty 2233.778246 = -80498.199576
  nChanged 17
		SP:Iteration 6Q (140427.460000 sec): 3 clusters
  Score: Raw -82748.296562 + Penalty 2233.778246 = -80514.518316
  nChanged 18
		SP:Iteration 7Q (140427.480000 sec): 3 clusters
  Score: Raw -82769.452067 + Penalty 2233.778246 = -80535.673821
  nChanged 17
		SP:Iteration 8Q (140427.490000 sec): 3 clusters
  Score: Raw -82788.098290 + Penalty 2233.778246 = -80554.320044
  nChanged 17
		SP:Iteration 9Q (140427.510000 sec): 3 clusters
  Score: Raw -82805.432245 + Penalty 2233.778246 = -80571.653999
  nChanged 11
		SP:Iteration 10Q (140427.530000 sec): 3 clusters
  Score: Raw -82822.443825 + Penalty 2233.778246 = -80588.665578
  nChanged 11
		SP:Iteration 11Q (140427.550000 sec): 3 clusters
  Score: Raw -82835.442521 + Penalty 2233.778246 = -80601.664275
  nChanged 12
		SP:Iteration 12Q (140427.570000 sec): 3 clusters
  Score: Raw -82852.543641 + Penalty 2233.778246 = -80618.765395
  nChanged 11
		SP:Iteration 13Q (140427.590000 sec): 3 clusters
  Score: Raw -82864.566740 + Penalty 2233.778246 = -80630.788494
  nChanged 5
		SP:Iteration 14Q (140427.610000 sec): 3 clusters
  Score: Raw -82868.151892 + Penalty 2233.778246 = -80634.373646
  nChanged 1
		SP:Iteration 15Q (140427.630000 sec): 3 clusters
  Score: Raw -82869.760646 + Penalty 2233.778246 = -80635.982400
  nChanged 2
		SP:Iteration 16Q (140427.650000 sec): 3 clusters
  Score: Raw -82870.830219 + Penalty 2233.778246 = -80637.051973
  nChanged 2
		SP:Iteration 17Q (140427.670000 sec): 3 clusters
  Score: Raw -82872.071528 + Penalty 2233.778246 = -80638.293282
  nChanged 0
		SP:Iteration 18F (140427.690000 sec): 3 clusters
  Score: Raw -82872.071528 + Penalty 2233.778246 = -80638.293282
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 99 (2373 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (140427.750000 sec): 2 clusters
  Score: Raw -203340.898991 + Penalty 1262.935417 = -202077.963575
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (140427.800000 sec): 3 clusters
  Score: Raw -202279.271381 + Penalty 2525.870833 = -199753.400548
  nChanged 839
		SP:Iteration 1F (140427.850000 sec): 3 clusters
  Score: Raw -202813.387505 + Penalty 2525.870833 = -200287.516672
  nChanged 184
		SP:Iteration 2F (140427.890000 sec): 3 clusters
  Score: Raw -202937.982077 + Penalty 2525.870833 = -200412.111243
  nChanged 124
		SP:Iteration 3F (140427.930000 sec): 3 clusters
  Score: Raw -203030.109865 + Penalty 2525.870833 = -200504.239031
  nChanged 103
		SP:Iteration 4Q (140427.980000 sec): 3 clusters
  Score: Raw -203097.791357 + Penalty 2525.870833 = -200571.920523
  nChanged 61
		SP:Iteration 5Q (140428.030000 sec): 3 clusters
  Score: Raw -203141.203377 + Penalty 2525.870833 = -200615.332543
  nChanged 58
		SP:Iteration 6Q (140428.070000 sec): 3 clusters
  Score: Raw -203186.659611 + Penalty 2525.870833 = -200660.788778
  nChanged 53
		SP:Iteration 7Q (140428.120000 sec): 3 clusters
  Score: Raw -203216.362253 + Penalty 2525.870833 = -200690.491419
  nChanged 42
		SP:Iteration 8Q (140428.170000 sec): 3 clusters
  Score: Raw -203238.756737 + Penalty 2525.870833 = -200712.885904
  nChanged 37
		SP:Iteration 9Q (140428.210000 sec): 3 clusters
  Score: Raw -203256.074266 + Penalty 2525.870833 = -200730.203432
  nChanged 27
		SP:Iteration 10Q (140428.250000 sec): 3 clusters
  Score: Raw -203270.401652 + Penalty 2525.870833 = -200744.530819
  nChanged 27
		SP:Iteration 11Q (140428.300000 sec): 3 clusters
  Score: Raw -203286.820730 + Penalty 2525.870833 = -200760.949896
  nChanged 38
		SP:Iteration 12Q (140428.350000 sec): 3 clusters
  Score: Raw -203314.332635 + Penalty 2525.870833 = -200788.461802
  nChanged 37
		SP:Iteration 13Q (140428.390000 sec): 3 clusters
  Score: Raw -203335.740693 + Penalty 2525.870833 = -200809.869859
  nChanged 26
		SP:Iteration 14Q (140428.440000 sec): 3 clusters
  Score: Raw -203353.475872 + Penalty 2525.870833 = -200827.605039
  nChanged 38
		SP:Iteration 15Q (140428.480000 sec): 3 clusters
  Score: Raw -203374.560879 + Penalty 2525.870833 = -200848.690046
  nChanged 32
		SP:Iteration 16Q (140428.530000 sec): 3 clusters
  Score: Raw -203390.276028 + Penalty 2525.870833 = -200864.405195
  nChanged 32
		SP:Iteration 17Q (140428.570000 sec): 3 clusters
  Score: Raw -203401.958242 + Penalty 2525.870833 = -200876.087408
  nChanged 18
		SP:Iteration 18Q (140428.620000 sec): 3 clusters
  Score: Raw -203413.691714 + Penalty 2525.870833 = -200887.820881
  nChanged 22
		SP:Iteration 19Q (140428.670000 sec): 3 clusters
  Score: Raw -203427.234232 + Penalty 2525.870833 = -200901.363398
  nChanged 25
		SP:Iteration 20F (140428.710000 sec): 3 clusters
  Score: Raw -203442.432659 + Penalty 2525.870833 = -200916.561826
  nChanged 24
		SP:Iteration 21Q (140428.750000 sec): 3 clusters
  Score: Raw -203454.766393 + Penalty 2525.870833 = -200928.895560
  nChanged 24
		SP:Iteration 22Q (140428.800000 sec): 3 clusters
  Score: Raw -203472.378694 + Penalty 2525.870833 = -200946.507861
  nChanged 32
		SP:Iteration 23Q (140428.850000 sec): 3 clusters
  Score: Raw -203498.722250 + Penalty 2525.870833 = -200972.851416
  nChanged 35
		SP:Iteration 24Q (140428.890000 sec): 3 clusters
  Score: Raw -203531.396839 + Penalty 2525.870833 = -201005.526005
  nChanged 53
		SP:Iteration 25Q (140428.930000 sec): 3 clusters
  Score: Raw -203584.611603 + Penalty 2525.870833 = -201058.740770
  nChanged 52
		SP:Iteration 26Q (140428.980000 sec): 3 clusters
  Score: Raw -203633.153215 + Penalty 2525.870833 = -201107.282381
  nChanged 49
		SP:Iteration 27Q (140429.020000 sec): 3 clusters
  Score: Raw -203681.065391 + Penalty 2525.870833 = -201155.194558
  nChanged 41
		SP:Iteration 28Q (140429.070000 sec): 3 clusters
  Score: Raw -203717.494861 + Penalty 2525.870833 = -201191.624028
  nChanged 40
		SP:Iteration 29Q (140429.110000 sec): 3 clusters
  Score: Raw -203757.253921 + Penalty 2525.870833 = -201231.383088
  nChanged 37
		SP:Iteration 30Q (140429.150000 sec): 3 clusters
  Score: Raw -203792.184648 + Penalty 2525.870833 = -201266.313814
  nChanged 33
		SP:Iteration 31Q (140429.200000 sec): 3 clusters
  Score: Raw -203824.710233 + Penalty 2525.870833 = -201298.839400
  nChanged 25
		SP:Iteration 32Q (140429.240000 sec): 3 clusters
  Score: Raw -203846.642017 + Penalty 2525.870833 = -201320.771183
  nChanged 29
		SP:Iteration 33Q (140429.290000 sec): 3 clusters
  Score: Raw -203874.030681 + Penalty 2525.870833 = -201348.159848
  nChanged 26
		SP:Iteration 34Q (140429.330000 sec): 3 clusters
  Score: Raw -203892.371120 + Penalty 2525.870833 = -201366.500287
  nChanged 21
		SP:Iteration 35Q (140429.370000 sec): 3 clusters
  Score: Raw -203903.929954 + Penalty 2525.870833 = -201378.059120
  nChanged 8
		SP:Iteration 36Q (140429.410000 sec): 3 clusters
  Score: Raw -203907.470331 + Penalty 2525.870833 = -201381.599498
  nChanged 7
		SP:Iteration 37Q (140429.460000 sec): 3 clusters
  Score: Raw -203910.203906 + Penalty 2525.870833 = -201384.333073
  nChanged 2
		SP:Iteration 38Q (140429.500000 sec): 3 clusters
  Score: Raw -203910.818496 + Penalty 2525.870833 = -201384.947663
  nChanged 1
		SP:Iteration 39Q (140429.550000 sec): 3 clusters
  Score: Raw -203911.320011 + Penalty 2525.870833 = -201385.449178
  nChanged 2
		SP:Iteration 40F (140429.590000 sec): 3 clusters
  Score: Raw -203912.256789 + Penalty 2525.870833 = -201386.385956
  nChanged 4
		SP:Iteration 41Q (140429.630000 sec): 3 clusters
  Score: Raw -203914.924546 + Penalty 2525.870833 = -201389.053713
  nChanged 3
		SP:Iteration 42Q (140429.670000 sec): 3 clusters
  Score: Raw -203916.730453 + Penalty 2525.870833 = -201390.859620
  nChanged 4
		SP:Iteration 43Q (140429.720000 sec): 3 clusters
  Score: Raw -203919.207379 + Penalty 2525.870833 = -201393.336546
  nChanged 3
		SP:Iteration 44Q (140429.760000 sec): 3 clusters
  Score: Raw -203921.416537 + Penalty 2525.870833 = -201395.545703
  nChanged 2
		SP:Iteration 45Q (140429.810000 sec): 3 clusters
  Score: Raw -203922.100205 + Penalty 2525.870833 = -201396.229371
  nChanged 1
		SP:Iteration 46Q (140429.850000 sec): 3 clusters
  Score: Raw -203922.472357 + Penalty 2525.870833 = -201396.601524
  nChanged 0
		SP:Iteration 47F (140429.890000 sec): 3 clusters
  Score: Raw -203922.472357 + Penalty 2525.870833 = -201396.601524
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 100 (3069 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (140429.960000 sec): 2 clusters
  Score: Raw -256955.327963 + Penalty 1304.729896 = -255650.598067
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (140430.020000 sec): 3 clusters
  Score: Raw -255468.353160 + Penalty 2609.459793 = -252858.893367
  nChanged 1173
		SP:Iteration 1F (140430.080000 sec): 3 clusters
  Score: Raw -256242.633333 + Penalty 2609.459793 = -253633.173541
  nChanged 271
		SP:Iteration 2F (140430.130000 sec): 3 clusters
  Score: Raw -256451.264200 + Penalty 2609.459793 = -253841.804407
  nChanged 173
		SP:Iteration 3F (140430.190000 sec): 3 clusters
  Score: Raw -256581.688458 + Penalty 2609.459793 = -253972.228665
  nChanged 145
		SP:Iteration 4Q (140430.250000 sec): 3 clusters
  Score: Raw -256686.301755 + Penalty 2609.459793 = -254076.841962
  nChanged 132
		SP:Iteration 5Q (140430.310000 sec): 3 clusters
  Score: Raw -256775.701894 + Penalty 2609.459793 = -254166.242101
  nChanged 119
		SP:Iteration 6Q (140430.370000 sec): 3 clusters
  Score: Raw -256871.502656 + Penalty 2609.459793 = -254262.042863
  nChanged 96
		SP:Iteration 7Q (140430.430000 sec): 3 clusters
  Score: Raw -256951.007170 + Penalty 2609.459793 = -254341.547377
  nChanged 99
		SP:Iteration 8Q (140430.480000 sec): 3 clusters
  Score: Raw -257022.107961 + Penalty 2609.459793 = -254412.648168
  nChanged 76
		SP:Iteration 9Q (140430.540000 sec): 3 clusters
  Score: Raw -257072.640072 + Penalty 2609.459793 = -254463.180279
  nChanged 76
		SP:Iteration 10Q (140430.600000 sec): 3 clusters
  Score: Raw -257115.974051 + Penalty 2609.459793 = -254506.514259
  nChanged 67
		SP:Iteration 11Q (140430.660000 sec): 3 clusters
  Score: Raw -257153.524581 + Penalty 2609.459793 = -254544.064788
  nChanged 57
		SP:Iteration 12Q (140430.710000 sec): 3 clusters
  Score: Raw -257179.652451 + Penalty 2609.459793 = -254570.192659
  nChanged 46
		SP:Iteration 13Q (140430.770000 sec): 3 clusters
  Score: Raw -257198.585968 + Penalty 2609.459793 = -254589.126176
  nChanged 38
		SP:Iteration 14Q (140430.830000 sec): 3 clusters
  Score: Raw -257218.970181 + Penalty 2609.459793 = -254609.510388
  nChanged 43
		SP:Iteration 15Q (140430.890000 sec): 3 clusters
  Score: Raw -257238.126993 + Penalty 2609.459793 = -254628.667201
  nChanged 35
		SP:Iteration 16Q (140430.950000 sec): 3 clusters
  Score: Raw -257257.582982 + Penalty 2609.459793 = -254648.123189
  nChanged 35
		SP:Iteration 17Q (140431.000000 sec): 3 clusters
  Score: Raw -257279.062966 + Penalty 2609.459793 = -254669.603174
  nChanged 41
		SP:Iteration 18Q (140431.060000 sec): 3 clusters
  Score: Raw -257298.758387 + Penalty 2609.459793 = -254689.298594
  nChanged 37
		SP:Iteration 19Q (140431.120000 sec): 3 clusters
  Score: Raw -257319.973261 + Penalty 2609.459793 = -254710.513468
  nChanged 34
		SP:Iteration 20F (140431.170000 sec): 3 clusters
  Score: Raw -257340.868491 + Penalty 2609.459793 = -254731.408698
  nChanged 40
		SP:Iteration 21Q (140431.230000 sec): 3 clusters
  Score: Raw -257362.992787 + Penalty 2609.459793 = -254753.532994
  nChanged 29
		SP:Iteration 22Q (140431.290000 sec): 3 clusters
  Score: Raw -257381.746576 + Penalty 2609.459793 = -254772.286783
  nChanged 36
		SP:Iteration 23Q (140431.350000 sec): 3 clusters
  Score: Raw -257398.377451 + Penalty 2609.459793 = -254788.917658
  nChanged 24
		SP:Iteration 24Q (140431.410000 sec): 3 clusters
  Score: Raw -257408.227375 + Penalty 2609.459793 = -254798.767582
  nChanged 19
		SP:Iteration 25Q (140431.470000 sec): 3 clusters
  Score: Raw -257416.715901 + Penalty 2609.459793 = -254807.256109
  nChanged 19
		SP:Iteration 26Q (140431.520000 sec): 3 clusters
  Score: Raw -257426.859003 + Penalty 2609.459793 = -254817.399211
  nChanged 20
		SP:Iteration 27Q (140431.580000 sec): 3 clusters
  Score: Raw -257440.093518 + Penalty 2609.459793 = -254830.633725
  nChanged 28
		SP:Iteration 28Q (140431.640000 sec): 3 clusters
  Score: Raw -257456.693593 + Penalty 2609.459793 = -254847.233800
  nChanged 35
		SP:Iteration 29Q (140431.690000 sec): 3 clusters
  Score: Raw -257484.102869 + Penalty 2609.459793 = -254874.643077
  nChanged 33
		SP:Iteration 30Q (140431.750000 sec): 3 clusters
  Score: Raw -257510.226639 + Penalty 2609.459793 = -254900.766846
  nChanged 25
		SP:Iteration 31Q (140431.810000 sec): 3 clusters
  Score: Raw -257527.126273 + Penalty 2609.459793 = -254917.666481
  nChanged 18
		SP:Iteration 32Q (140431.860000 sec): 3 clusters
  Score: Raw -257537.053001 + Penalty 2609.459793 = -254927.593208
  nChanged 13
		SP:Iteration 33Q (140431.920000 sec): 3 clusters
  Score: Raw -257545.064487 + Penalty 2609.459793 = -254935.604694
  nChanged 17
		SP:Iteration 34Q (140431.970000 sec): 3 clusters
  Score: Raw -257556.487218 + Penalty 2609.459793 = -254947.027425
  nChanged 15
		SP:Iteration 35Q (140432.030000 sec): 3 clusters
  Score: Raw -257567.487909 + Penalty 2609.459793 = -254958.028116
  nChanged 17
		SP:Iteration 36Q (140432.090000 sec): 3 clusters
  Score: Raw -257575.545170 + Penalty 2609.459793 = -254966.085378
  nChanged 5
		SP:Iteration 37Q (140432.150000 sec): 3 clusters
  Score: Raw -257577.655618 + Penalty 2609.459793 = -254968.195826
  nChanged 5
		SP:Iteration 38Q (140432.200000 sec): 3 clusters
  Score: Raw -257580.122942 + Penalty 2609.459793 = -254970.663150
  nChanged 6
		SP:Iteration 39Q (140432.260000 sec): 3 clusters
  Score: Raw -257583.587153 + Penalty 2609.459793 = -254974.127360
  nChanged 7
		SP:Iteration 40F (140432.310000 sec): 3 clusters
  Score: Raw -257586.252839 + Penalty 2609.459793 = -254976.793046
  nChanged 4
		SP:Iteration 41Q (140432.370000 sec): 3 clusters
  Score: Raw -257587.293586 + Penalty 2609.459793 = -254977.833794
  nChanged 2
		SP:Iteration 42Q (140432.430000 sec): 3 clusters
  Score: Raw -257588.192150 + Penalty 2609.459793 = -254978.732357
  nChanged 1
		SP:Iteration 43Q (140432.480000 sec): 3 clusters
  Score: Raw -257588.600541 + Penalty 2609.459793 = -254979.140748
  nChanged 2
		SP:Iteration 44Q (140432.540000 sec): 3 clusters
  Score: Raw -257589.441166 + Penalty 2609.459793 = -254979.981373
  nChanged 0
		SP:Iteration 45F (140432.590000 sec): 3 clusters
  Score: Raw -257589.441166 + Penalty 2609.459793 = -254979.981373
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 101 (2010 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (140432.660000 sec): 2 clusters
  Score: Raw -165546.172785 + Penalty 1235.957125 = -164310.215660
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (140432.700000 sec): 3 clusters
  Score: Raw -164718.070496 + Penalty 2471.914250 = -162246.156245
  nChanged 705
		SP:Iteration 1F (140432.740000 sec): 3 clusters
  Score: Raw -165186.227690 + Penalty 2471.914250 = -162714.313439
  nChanged 149
		SP:Iteration 2F (140432.770000 sec): 3 clusters
  Score: Raw -165298.444923 + Penalty 2471.914250 = -162826.530673
  nChanged 96
		SP:Iteration 3Q (140432.810000 sec): 3 clusters
  Score: Raw -165361.264436 + Penalty 2471.914250 = -162889.350186
  nChanged 63
		SP:Iteration 4Q (140432.850000 sec): 3 clusters
  Score: Raw -165401.893787 + Penalty 2471.914250 = -162929.979537
  nChanged 38
		SP:Iteration 5Q (140432.890000 sec): 3 clusters
  Score: Raw -165420.348821 + Penalty 2471.914250 = -162948.434571
  nChanged 31
		SP:Iteration 6Q (140432.930000 sec): 3 clusters
  Score: Raw -165442.723125 + Penalty 2471.914250 = -162970.808875
  nChanged 30
		SP:Iteration 7Q (140432.970000 sec): 3 clusters
  Score: Raw -165462.560394 + Penalty 2471.914250 = -162990.646144
  nChanged 30
		SP:Iteration 8Q (140433.010000 sec): 3 clusters
  Score: Raw -165478.169460 + Penalty 2471.914250 = -163006.255210
  nChanged 25
		SP:Iteration 9Q (140433.050000 sec): 3 clusters
  Score: Raw -165492.700680 + Penalty 2471.914250 = -163020.786430
  nChanged 29
		SP:Iteration 10Q (140433.090000 sec): 3 clusters
  Score: Raw -165512.015689 + Penalty 2471.914250 = -163040.101438
  nChanged 22
		SP:Iteration 11Q (140433.130000 sec): 3 clusters
  Score: Raw -165526.847990 + Penalty 2471.914250 = -163054.933740
  nChanged 28
		SP:Iteration 12Q (140433.170000 sec): 3 clusters
  Score: Raw -165540.968482 + Penalty 2471.914250 = -163069.054231
  nChanged 24
		SP:Iteration 13Q (140433.210000 sec): 3 clusters
  Score: Raw -165557.755936 + Penalty 2471.914250 = -163085.841685
  nChanged 23
		SP:Iteration 14Q (140433.240000 sec): 3 clusters
  Score: Raw -165569.386058 + Penalty 2471.914250 = -163097.471808
  nChanged 15
		SP:Iteration 15Q (140433.280000 sec): 3 clusters
  Score: Raw -165578.621878 + Penalty 2471.914250 = -163106.707628
  nChanged 12
		SP:Iteration 16Q (140433.320000 sec): 3 clusters
  Score: Raw -165584.901147 + Penalty 2471.914250 = -163112.986897
  nChanged 13
		SP:Iteration 17Q (140433.360000 sec): 3 clusters
  Score: Raw -165593.943812 + Penalty 2471.914250 = -163122.029561
  nChanged 15
		SP:Iteration 18Q (140433.400000 sec): 3 clusters
  Score: Raw -165599.911875 + Penalty 2471.914250 = -163127.997625
  nChanged 8
		SP:Iteration 19Q (140433.430000 sec): 3 clusters
  Score: Raw -165602.290698 + Penalty 2471.914250 = -163130.376447
  nChanged 7
		SP:Iteration 20F (140433.470000 sec): 3 clusters
  Score: Raw -165604.518962 + Penalty 2471.914250 = -163132.604712
  nChanged 6
		SP:Iteration 21Q (140433.510000 sec): 3 clusters
  Score: Raw -165606.654425 + Penalty 2471.914250 = -163134.740175
  nChanged 6
		SP:Iteration 22Q (140433.550000 sec): 3 clusters
  Score: Raw -165608.339386 + Penalty 2471.914250 = -163136.425135
  nChanged 3
		SP:Iteration 23Q (140433.590000 sec): 3 clusters
  Score: Raw -165609.571756 + Penalty 2471.914250 = -163137.657506
  nChanged 1
		SP:Iteration 24Q (140433.630000 sec): 3 clusters
  Score: Raw -165611.020190 + Penalty 2471.914250 = -163139.105939
  nChanged 3
		SP:Iteration 25Q (140433.670000 sec): 3 clusters
  Score: Raw -165612.142147 + Penalty 2471.914250 = -163140.227897
  nChanged 0
		SP:Iteration 26F (140433.700000 sec): 3 clusters
  Score: Raw -165612.142147 + Penalty 2471.914250 = -163140.227897
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 102 (1868 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (140433.770000 sec): 2 clusters
  Score: Raw -164118.026375 + Penalty 1224.051338 = -162893.975037
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (140433.800000 sec): 3 clusters
  Score: Raw -163339.133832 + Penalty 2448.102676 = -160891.031156
  nChanged 645
		SP:Iteration 1F (140433.840000 sec): 3 clusters
  Score: Raw -163754.163323 + Penalty 2448.102676 = -161306.060647
  nChanged 151
		SP:Iteration 2F (140433.870000 sec): 3 clusters
  Score: Raw -163886.810985 + Penalty 2448.102676 = -161438.708309
  nChanged 115
		SP:Iteration 3F (140433.910000 sec): 3 clusters
  Score: Raw -163986.181842 + Penalty 2448.102676 = -161538.079166
  nChanged 77
		SP:Iteration 4Q (140433.950000 sec): 3 clusters
  Score: Raw -164049.010027 + Penalty 2448.102676 = -161600.907351
  nChanged 66
		SP:Iteration 5Q (140433.980000 sec): 3 clusters
  Score: Raw -164099.307799 + Penalty 2448.102676 = -161651.205122
  nChanged 44
		SP:Iteration 6Q (140434.020000 sec): 3 clusters
  Score: Raw -164136.163952 + Penalty 2448.102676 = -161688.061276
  nChanged 38
		SP:Iteration 7Q (140434.050000 sec): 3 clusters
  Score: Raw -164167.407488 + Penalty 2448.102676 = -161719.304812
  nChanged 31
		SP:Iteration 8Q (140434.090000 sec): 3 clusters
  Score: Raw -164189.892222 + Penalty 2448.102676 = -161741.789546
  nChanged 35
		SP:Iteration 9Q (140434.130000 sec): 3 clusters
  Score: Raw -164213.538082 + Penalty 2448.102676 = -161765.435406
  nChanged 19
		SP:Iteration 10Q (140434.160000 sec): 3 clusters
  Score: Raw -164225.528809 + Penalty 2448.102676 = -161777.426133
  nChanged 18
		SP:Iteration 11Q (140434.200000 sec): 3 clusters
  Score: Raw -164239.600916 + Penalty 2448.102676 = -161791.498240
  nChanged 15
		SP:Iteration 12Q (140434.230000 sec): 3 clusters
  Score: Raw -164251.447856 + Penalty 2448.102676 = -161803.345180
  nChanged 13
		SP:Iteration 13Q (140434.270000 sec): 3 clusters
  Score: Raw -164259.313988 + Penalty 2448.102676 = -161811.211312
  nChanged 17
		SP:Iteration 14Q (140434.310000 sec): 3 clusters
  Score: Raw -164272.062864 + Penalty 2448.102676 = -161823.960188
  nChanged 21
		SP:Iteration 15Q (140434.340000 sec): 3 clusters
  Score: Raw -164284.479094 + Penalty 2448.102676 = -161836.376418
  nChanged 13
		SP:Iteration 16Q (140434.380000 sec): 3 clusters
  Score: Raw -164294.498694 + Penalty 2448.102676 = -161846.396018
  nChanged 10
		SP:Iteration 17Q (140434.410000 sec): 3 clusters
  Score: Raw -164300.435260 + Penalty 2448.102676 = -161852.332584
  nChanged 7
		SP:Iteration 18Q (140434.450000 sec): 3 clusters
  Score: Raw -164304.506402 + Penalty 2448.102676 = -161856.403725
  nChanged 5
		SP:Iteration 19Q (140434.480000 sec): 3 clusters
  Score: Raw -164308.564205 + Penalty 2448.102676 = -161860.461529
  nChanged 10
		SP:Iteration 20F (140434.520000 sec): 3 clusters
  Score: Raw -164314.450317 + Penalty 2448.102676 = -161866.347641
  nChanged 6
		SP:Iteration 21Q (140434.550000 sec): 3 clusters
  Score: Raw -164318.693536 + Penalty 2448.102676 = -161870.590860
  nChanged 6
		SP:Iteration 22Q (140434.590000 sec): 3 clusters
  Score: Raw -164323.632281 + Penalty 2448.102676 = -161875.529605
  nChanged 9
		SP:Iteration 23Q (140434.630000 sec): 3 clusters
  Score: Raw -164329.408492 + Penalty 2448.102676 = -161881.305816
  nChanged 4
		SP:Iteration 24Q (140434.660000 sec): 3 clusters
  Score: Raw -164330.648540 + Penalty 2448.102676 = -161882.545863
  nChanged 4
		SP:Iteration 25Q (140434.700000 sec): 3 clusters
  Score: Raw -164332.853935 + Penalty 2448.102676 = -161884.751259
  nChanged 4
		SP:Iteration 26Q (140434.730000 sec): 3 clusters
  Score: Raw -164334.408910 + Penalty 2448.102676 = -161886.306234
  nChanged 5
		SP:Iteration 27Q (140434.770000 sec): 3 clusters
  Score: Raw -164337.746777 + Penalty 2448.102676 = -161889.644101
  nChanged 7
		SP:Iteration 28Q (140434.810000 sec): 3 clusters
  Score: Raw -164340.827798 + Penalty 2448.102676 = -161892.725122
  nChanged 6
		SP:Iteration 29Q (140434.840000 sec): 3 clusters
  Score: Raw -164345.793537 + Penalty 2448.102676 = -161897.690861
  nChanged 9
		SP:Iteration 30Q (140434.870000 sec): 3 clusters
  Score: Raw -164349.832425 + Penalty 2448.102676 = -161901.729749
  nChanged 10
		SP:Iteration 31Q (140434.910000 sec): 3 clusters
  Score: Raw -164356.104036 + Penalty 2448.102676 = -161908.001360
  nChanged 9
		SP:Iteration 32Q (140434.950000 sec): 3 clusters
  Score: Raw -164360.868691 + Penalty 2448.102676 = -161912.766015
  nChanged 6
		SP:Iteration 33Q (140434.980000 sec): 3 clusters
  Score: Raw -164364.421083 + Penalty 2448.102676 = -161916.318407
  nChanged 6
		SP:Iteration 34Q (140435.020000 sec): 3 clusters
  Score: Raw -164367.146510 + Penalty 2448.102676 = -161919.043833
  nChanged 3
		SP:Iteration 35Q (140435.050000 sec): 3 clusters
  Score: Raw -164368.380541 + Penalty 2448.102676 = -161920.277864
  nChanged 4
		SP:Iteration 36Q (140435.090000 sec): 3 clusters
  Score: Raw -164371.945020 + Penalty 2448.102676 = -161923.842344
  nChanged 6
		SP:Iteration 37Q (140435.130000 sec): 3 clusters
  Score: Raw -164374.781503 + Penalty 2448.102676 = -161926.678827
  nChanged 4
		SP:Iteration 38Q (140435.160000 sec): 3 clusters
  Score: Raw -164377.604297 + Penalty 2448.102676 = -161929.501621
  nChanged 4
		SP:Iteration 39Q (140435.200000 sec): 3 clusters
  Score: Raw -164379.146881 + Penalty 2448.102676 = -161931.044205
  nChanged 1
		SP:Iteration 40F (140435.230000 sec): 3 clusters
  Score: Raw -164379.829704 + Penalty 2448.102676 = -161931.727028
  nChanged 2
		SP:Iteration 41Q (140435.270000 sec): 3 clusters
  Score: Raw -164382.081812 + Penalty 2448.102676 = -161933.979136
  nChanged 5
		SP:Iteration 42Q (140435.300000 sec): 3 clusters
  Score: Raw -164385.799651 + Penalty 2448.102676 = -161937.696975
  nChanged 7
		SP:Iteration 43Q (140435.340000 sec): 3 clusters
  Score: Raw -164389.335772 + Penalty 2448.102676 = -161941.233096
  nChanged 8
		SP:Iteration 44Q (140435.370000 sec): 3 clusters
  Score: Raw -164392.035826 + Penalty 2448.102676 = -161943.933150
  nChanged 0
		SP:Iteration 45F (140435.410000 sec): 3 clusters
  Score: Raw -164392.035826 + Penalty 2448.102676 = -161943.933150
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 103 (481 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (140435.450000 sec): 2 clusters
  Score: Raw -42794.463901 + Penalty 1003.578431 = -41790.885469
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (140435.460000 sec): 3 clusters
  Score: Raw -42742.492815 + Penalty 2007.156863 = -40735.335952
  nChanged 111
		SP:Iteration 1F (140435.470000 sec): 3 clusters
  Score: Raw -42989.913410 + Penalty 2007.156863 = -40982.756547
  nChanged 45
		SP:Iteration 2F (140435.480000 sec): 3 clusters
  Score: Raw -43278.565483 + Penalty 2007.156863 = -41271.408620
  nChanged 35
		SP:Iteration 3F (140435.490000 sec): 3 clusters
  Score: Raw -43380.832697 + Penalty 2007.156863 = -41373.675834
  nChanged 30
		SP:Iteration 4F (140435.500000 sec): 3 clusters
  Score: Raw -43437.544871 + Penalty 2007.156863 = -41430.388008
  nChanged 21
		SP:Iteration 5Q (140435.510000 sec): 3 clusters
  Score: Raw -43483.463928 + Penalty 2007.156863 = -41476.307066
  nChanged 14
		SP:Iteration 6Q (140435.520000 sec): 3 clusters
  Score: Raw -43526.453223 + Penalty 2007.156863 = -41519.296360
  nChanged 13
		SP:Iteration 7Q (140435.530000 sec): 3 clusters
  Score: Raw -43552.716766 + Penalty 2007.156863 = -41545.559903
  nChanged 5
		SP:Iteration 8Q (140435.540000 sec): 3 clusters
  Score: Raw -43563.553431 + Penalty 2007.156863 = -41556.396568
  nChanged 4
		SP:Iteration 9Q (140435.550000 sec): 3 clusters
  Score: Raw -43573.857468 + Penalty 2007.156863 = -41566.700605
  nChanged 2
		SP:Iteration 10Q (140435.560000 sec): 3 clusters
  Score: Raw -43577.259288 + Penalty 2007.156863 = -41570.102425
  nChanged 2
		SP:Iteration 11Q (140435.570000 sec): 3 clusters
  Score: Raw -43582.956741 + Penalty 2007.156863 = -41575.799879
  nChanged 1
		SP:Iteration 12Q (140435.580000 sec): 3 clusters
  Score: Raw -43585.829287 + Penalty 2007.156863 = -41578.672425
  nChanged 0
		SP:Iteration 13F (140435.590000 sec): 3 clusters
  Score: Raw -43585.829287 + Penalty 2007.156863 = -41578.672425
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 104 (4646 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (140435.670000 sec): 2 clusters
  Score: Raw -403262.930789 + Penalty 1372.111311 = -401890.819478
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (140435.760000 sec): 3 clusters
  Score: Raw -400867.564777 + Penalty 2744.222622 = -398123.342155
  nChanged 1843
		SP:Iteration 1F (140435.840000 sec): 3 clusters
  Score: Raw -401806.803947 + Penalty 2744.222622 = -399062.581325
  nChanged 346
		SP:Iteration 2F (140435.930000 sec): 3 clusters
  Score: Raw -402006.399860 + Penalty 2744.222622 = -399262.177238
  nChanged 274
		SP:Iteration 3F (140436.010000 sec): 3 clusters
  Score: Raw -402170.967889 + Penalty 2744.222622 = -399426.745267
  nChanged 228
		SP:Iteration 4Q (140436.100000 sec): 3 clusters
  Score: Raw -402290.989393 + Penalty 2744.222622 = -399546.766771
  nChanged 182
		SP:Iteration 5Q (140436.190000 sec): 3 clusters
  Score: Raw -402385.632394 + Penalty 2744.222622 = -399641.409772
  nChanged 185
		SP:Iteration 6Q (140436.280000 sec): 3 clusters
  Score: Raw -402494.337400 + Penalty 2744.222622 = -399750.114779
  nChanged 183
		SP:Iteration 7Q (140436.370000 sec): 3 clusters
  Score: Raw -402608.153150 + Penalty 2744.222622 = -399863.930528
  nChanged 173
		SP:Iteration 8Q (140436.450000 sec): 3 clusters
  Score: Raw -402732.631408 + Penalty 2744.222622 = -399988.408786
  nChanged 165
		SP:Iteration 9Q (140436.540000 sec): 3 clusters
  Score: Raw -402862.224132 + Penalty 2744.222622 = -400118.001510
  nChanged 170
		SP:Iteration 10Q (140436.630000 sec): 3 clusters
  Score: Raw -402983.745238 + Penalty 2744.222622 = -400239.522616
  nChanged 134
		SP:Iteration 11Q (140436.710000 sec): 3 clusters
  Score: Raw -403089.410569 + Penalty 2744.222622 = -400345.187947
  nChanged 115
		SP:Iteration 12Q (140436.800000 sec): 3 clusters
  Score: Raw -403180.282517 + Penalty 2744.222622 = -400436.059895
  nChanged 92
		SP:Iteration 13Q (140436.880000 sec): 3 clusters
  Score: Raw -403253.881141 + Penalty 2744.222622 = -400509.658519
  nChanged 69
		SP:Iteration 14Q (140436.960000 sec): 3 clusters
  Score: Raw -403310.457274 + Penalty 2744.222622 = -400566.234653
  nChanged 39
		SP:Iteration 15Q (140437.050000 sec): 3 clusters
  Score: Raw -403341.080535 + Penalty 2744.222622 = -400596.857914
  nChanged 29
		SP:Iteration 16Q (140437.130000 sec): 3 clusters
  Score: Raw -403367.568111 + Penalty 2744.222622 = -400623.345489
  nChanged 22
		SP:Iteration 17Q (140437.210000 sec): 3 clusters
  Score: Raw -403392.781524 + Penalty 2744.222622 = -400648.558903
  nChanged 19
		SP:Iteration 18Q (140437.290000 sec): 3 clusters
  Score: Raw -403411.154842 + Penalty 2744.222622 = -400666.932220
  nChanged 16
		SP:Iteration 19Q (140437.370000 sec): 3 clusters
  Score: Raw -403429.374929 + Penalty 2744.222622 = -400685.152308
  nChanged 17
		SP:Iteration 20F (140437.460000 sec): 3 clusters
  Score: Raw -403451.996914 + Penalty 2744.222622 = -400707.774292
  nChanged 16
		SP:Iteration 21Q (140437.540000 sec): 3 clusters
  Score: Raw -403471.621213 + Penalty 2744.222622 = -400727.398591
  nChanged 9
		SP:Iteration 22Q (140437.620000 sec): 3 clusters
  Score: Raw -403480.255357 + Penalty 2744.222622 = -400736.032735
  nChanged 6
		SP:Iteration 23Q (140437.700000 sec): 3 clusters
  Score: Raw -403483.999985 + Penalty 2744.222622 = -400739.777363
  nChanged 3
		SP:Iteration 24Q (140437.780000 sec): 3 clusters
  Score: Raw -403487.428086 + Penalty 2744.222622 = -400743.205464
  nChanged 4
		SP:Iteration 25Q (140437.860000 sec): 3 clusters
  Score: Raw -403490.473488 + Penalty 2744.222622 = -400746.250867
  nChanged 1
		SP:Iteration 26Q (140437.940000 sec): 3 clusters
  Score: Raw -403492.282959 + Penalty 2744.222622 = -400748.060337
  nChanged 1
		SP:Iteration 27Q (140438.020000 sec): 3 clusters
  Score: Raw -403495.207152 + Penalty 2744.222622 = -400750.984530
  nChanged 0
		SP:Iteration 28F (140438.110000 sec): 3 clusters
  Score: Raw -403495.207152 + Penalty 2744.222622 = -400750.984530
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 105 (870 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (140438.160000 sec): 2 clusters
  Score: Raw -78476.504622 + Penalty 1099.880147 = -77376.624475
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (140438.170000 sec): 3 clusters
  Score: Raw -78204.421061 + Penalty 2199.760294 = -76004.660767
  nChanged 222
		SP:Iteration 1F (140438.190000 sec): 3 clusters
  Score: Raw -78392.695633 + Penalty 2199.760294 = -76192.935339
  nChanged 61
		SP:Iteration 2F (140438.210000 sec): 3 clusters
  Score: Raw -78468.259932 + Penalty 2199.760294 = -76268.499639
  nChanged 44
		SP:Iteration 3F (140438.230000 sec): 3 clusters
  Score: Raw -78519.208714 + Penalty 2199.760294 = -76319.448420
  nChanged 31
		SP:Iteration 4Q (140438.250000 sec): 3 clusters
  Score: Raw -78558.275774 + Penalty 2199.760294 = -76358.515480
  nChanged 16
		SP:Iteration 5Q (140438.260000 sec): 3 clusters
  Score: Raw -78575.963318 + Penalty 2199.760294 = -76376.203024
  nChanged 11
		SP:Iteration 6Q (140438.290000 sec): 3 clusters
  Score: Raw -78586.263445 + Penalty 2199.760294 = -76386.503151
  nChanged 8
		SP:Iteration 7Q (140438.310000 sec): 3 clusters
  Score: Raw -78593.406274 + Penalty 2199.760294 = -76393.645980
  nChanged 5
		SP:Iteration 8Q (140438.320000 sec): 3 clusters
  Score: Raw -78599.375714 + Penalty 2199.760294 = -76399.615420
  nChanged 3
		SP:Iteration 9Q (140438.340000 sec): 3 clusters
  Score: Raw -78601.834616 + Penalty 2199.760294 = -76402.074322
  nChanged 2
		SP:Iteration 10Q (140438.360000 sec): 3 clusters
  Score: Raw -78603.084307 + Penalty 2199.760294 = -76403.324013
  nChanged 1
		SP:Iteration 11Q (140438.370000 sec): 3 clusters
  Score: Raw -78603.896782 + Penalty 2199.760294 = -76404.136488
  nChanged 2
		SP:Iteration 12Q (140438.390000 sec): 3 clusters
  Score: Raw -78605.147180 + Penalty 2199.760294 = -76405.386887
  nChanged 5
		SP:Iteration 13Q (140438.410000 sec): 3 clusters
  Score: Raw -78608.775169 + Penalty 2199.760294 = -76409.014875
  nChanged 4
		SP:Iteration 14Q (140438.430000 sec): 3 clusters
  Score: Raw -78611.520418 + Penalty 2199.760294 = -76411.760124
  nChanged 6
		SP:Iteration 15Q (140438.450000 sec): 3 clusters
  Score: Raw -78615.456336 + Penalty 2199.760294 = -76415.696042
  nChanged 4
		SP:Iteration 16Q (140438.460000 sec): 3 clusters
  Score: Raw -78618.477904 + Penalty 2199.760294 = -76418.717610
  nChanged 0
		SP:Iteration 17F (140438.480000 sec): 3 clusters
  Score: Raw -78618.477904 + Penalty 2199.760294 = -76418.717610
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 106 (1864 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (140438.540000 sec): 2 clusters
  Score: Raw -159627.605230 + Penalty 1223.702999 = -158403.902231
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (140438.580000 sec): 3 clusters
  Score: Raw -158887.683329 + Penalty 2447.405998 = -156440.277331
  nChanged 636
		SP:Iteration 1F (140438.610000 sec): 3 clusters
  Score: Raw -159303.209364 + Penalty 2447.405998 = -156855.803366
  nChanged 139
		SP:Iteration 2F (140438.650000 sec): 3 clusters
  Score: Raw -159397.352501 + Penalty 2447.405998 = -156949.946503
  nChanged 73
		SP:Iteration 3Q (140438.690000 sec): 3 clusters
  Score: Raw -159439.397229 + Penalty 2447.405998 = -156991.991231
  nChanged 34
		SP:Iteration 4Q (140438.720000 sec): 3 clusters
  Score: Raw -159458.262283 + Penalty 2447.405998 = -157010.856284
  nChanged 25
		SP:Iteration 5Q (140438.760000 sec): 3 clusters
  Score: Raw -159469.926394 + Penalty 2447.405998 = -157022.520395
  nChanged 22
		SP:Iteration 6Q (140438.790000 sec): 3 clusters
  Score: Raw -159482.036269 + Penalty 2447.405998 = -157034.630270
  nChanged 18
		SP:Iteration 7Q (140438.830000 sec): 3 clusters
  Score: Raw -159490.343841 + Penalty 2447.405998 = -157042.937842
  nChanged 15
		SP:Iteration 8Q (140438.870000 sec): 3 clusters
  Score: Raw -159496.430516 + Penalty 2447.405998 = -157049.024518
  nChanged 12
		SP:Iteration 9Q (140438.900000 sec): 3 clusters
  Score: Raw -159501.446465 + Penalty 2447.405998 = -157054.040467
  nChanged 9
		SP:Iteration 10Q (140438.940000 sec): 3 clusters
  Score: Raw -159505.116702 + Penalty 2447.405998 = -157057.710703
  nChanged 8
		SP:Iteration 11Q (140438.970000 sec): 3 clusters
  Score: Raw -159511.782958 + Penalty 2447.405998 = -157064.376960
  nChanged 17
		SP:Iteration 12Q (140439.010000 sec): 3 clusters
  Score: Raw -159521.226677 + Penalty 2447.405998 = -157073.820679
  nChanged 11
		SP:Iteration 13Q (140439.050000 sec): 3 clusters
  Score: Raw -159527.591170 + Penalty 2447.405998 = -157080.185171
  nChanged 7
		SP:Iteration 14Q (140439.080000 sec): 3 clusters
  Score: Raw -159532.607116 + Penalty 2447.405998 = -157085.201117
  nChanged 11
		SP:Iteration 15Q (140439.120000 sec): 3 clusters
  Score: Raw -159537.763356 + Penalty 2447.405998 = -157090.357358
  nChanged 9
		SP:Iteration 16Q (140439.150000 sec): 3 clusters
  Score: Raw -159542.726124 + Penalty 2447.405998 = -157095.320126
  nChanged 8
		SP:Iteration 17Q (140439.190000 sec): 3 clusters
  Score: Raw -159546.889971 + Penalty 2447.405998 = -157099.483973
  nChanged 3
		SP:Iteration 18Q (140439.230000 sec): 3 clusters
  Score: Raw -159548.142583 + Penalty 2447.405998 = -157100.736584
  nChanged 4
		SP:Iteration 19Q (140439.260000 sec): 3 clusters
  Score: Raw -159549.548656 + Penalty 2447.405998 = -157102.142658
  nChanged 3
		SP:Iteration 20F (140439.300000 sec): 3 clusters
  Score: Raw -159550.146984 + Penalty 2447.405998 = -157102.740985
  nChanged 2
		SP:Iteration 21Q (140439.330000 sec): 3 clusters
  Score: Raw -159550.464252 + Penalty 2447.405998 = -157103.058253
  nChanged 0
		SP:Iteration 22F (140439.370000 sec): 3 clusters
  Score: Raw -159550.464252 + Penalty 2447.405998 = -157103.058253
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 107 (2114 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (140439.430000 sec): 2 clusters
  Score: Raw -175398.388039 + Penalty 1244.154790 = -174154.233250
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (140439.470000 sec): 3 clusters
  Score: Raw -174465.882098 + Penalty 2488.309579 = -171977.572519
  nChanged 793
		SP:Iteration 1F (140439.510000 sec): 3 clusters
  Score: Raw -174974.365990 + Penalty 2488.309579 = -172486.056411
  nChanged 182
		SP:Iteration 2F (140439.550000 sec): 3 clusters
  Score: Raw -175134.288306 + Penalty 2488.309579 = -172645.978727
  nChanged 118
		SP:Iteration 3F (140439.590000 sec): 3 clusters
  Score: Raw -175229.659529 + Penalty 2488.309579 = -172741.349950
  nChanged 79
		SP:Iteration 4Q (140439.630000 sec): 3 clusters
  Score: Raw -175296.163933 + Penalty 2488.309579 = -172807.854354
  nChanged 73
		SP:Iteration 5Q (140439.670000 sec): 3 clusters
  Score: Raw -175349.016203 + Penalty 2488.309579 = -172860.706623
  nChanged 61
		SP:Iteration 6Q (140439.710000 sec): 3 clusters
  Score: Raw -175395.065205 + Penalty 2488.309579 = -172906.755626
  nChanged 49
		SP:Iteration 7Q (140439.750000 sec): 3 clusters
  Score: Raw -175434.193794 + Penalty 2488.309579 = -172945.884215
  nChanged 42
		SP:Iteration 8Q (140439.790000 sec): 3 clusters
  Score: Raw -175469.343868 + Penalty 2488.309579 = -172981.034289
  nChanged 31
		SP:Iteration 9Q (140439.830000 sec): 3 clusters
  Score: Raw -175488.496415 + Penalty 2488.309579 = -173000.186836
  nChanged 29
		SP:Iteration 10Q (140439.870000 sec): 3 clusters
  Score: Raw -175503.430585 + Penalty 2488.309579 = -173015.121006
  nChanged 22
		SP:Iteration 11Q (140439.910000 sec): 3 clusters
  Score: Raw -175517.670112 + Penalty 2488.309579 = -173029.360533
  nChanged 20
		SP:Iteration 12Q (140439.950000 sec): 3 clusters
  Score: Raw -175528.272813 + Penalty 2488.309579 = -173039.963234
  nChanged 18
		SP:Iteration 13Q (140439.990000 sec): 3 clusters
  Score: Raw -175539.759703 + Penalty 2488.309579 = -173051.450124
  nChanged 15
		SP:Iteration 14Q (140440.030000 sec): 3 clusters
  Score: Raw -175547.195799 + Penalty 2488.309579 = -173058.886220
  nChanged 17
		SP:Iteration 15Q (140440.070000 sec): 3 clusters
  Score: Raw -175555.458233 + Penalty 2488.309579 = -173067.148654
  nChanged 10
		SP:Iteration 16Q (140440.110000 sec): 3 clusters
  Score: Raw -175562.242687 + Penalty 2488.309579 = -173073.933108
  nChanged 14
		SP:Iteration 17Q (140440.150000 sec): 3 clusters
  Score: Raw -175574.388440 + Penalty 2488.309579 = -173086.078861
  nChanged 18
		SP:Iteration 18Q (140440.190000 sec): 3 clusters
  Score: Raw -175587.431294 + Penalty 2488.309579 = -173099.121715
  nChanged 19
		SP:Iteration 19Q (140440.230000 sec): 3 clusters
  Score: Raw -175608.603827 + Penalty 2488.309579 = -173120.294248
  nChanged 25
		SP:Iteration 20F (140440.270000 sec): 3 clusters
  Score: Raw -175633.282174 + Penalty 2488.309579 = -173144.972595
  nChanged 23
		SP:Iteration 21Q (140440.310000 sec): 3 clusters
  Score: Raw -175648.993117 + Penalty 2488.309579 = -173160.683538
  nChanged 13
		SP:Iteration 22Q (140440.350000 sec): 3 clusters
  Score: Raw -175660.326679 + Penalty 2488.309579 = -173172.017100
  nChanged 14
		SP:Iteration 23Q (140440.390000 sec): 3 clusters
  Score: Raw -175671.293527 + Penalty 2488.309579 = -173182.983948
  nChanged 11
		SP:Iteration 24Q (140440.430000 sec): 3 clusters
  Score: Raw -175678.650176 + Penalty 2488.309579 = -173190.340597
  nChanged 13
		SP:Iteration 25Q (140440.470000 sec): 3 clusters
  Score: Raw -175689.071403 + Penalty 2488.309579 = -173200.761824
  nChanged 17
		SP:Iteration 26Q (140440.510000 sec): 3 clusters
  Score: Raw -175705.898450 + Penalty 2488.309579 = -173217.588871
  nChanged 20
		SP:Iteration 27Q (140440.550000 sec): 3 clusters
  Score: Raw -175720.687670 + Penalty 2488.309579 = -173232.378091
  nChanged 21
		SP:Iteration 28Q (140440.590000 sec): 3 clusters
  Score: Raw -175731.470752 + Penalty 2488.309579 = -173243.161173
  nChanged 16
		SP:Iteration 29Q (140440.630000 sec): 3 clusters
  Score: Raw -175740.094592 + Penalty 2488.309579 = -173251.785013
  nChanged 11
		SP:Iteration 30Q (140440.670000 sec): 3 clusters
  Score: Raw -175747.766161 + Penalty 2488.309579 = -173259.456582
  nChanged 14
		SP:Iteration 31Q (140440.700000 sec): 3 clusters
  Score: Raw -175758.572854 + Penalty 2488.309579 = -173270.263274
  nChanged 14
		SP:Iteration 32Q (140440.740000 sec): 3 clusters
  Score: Raw -175767.091057 + Penalty 2488.309579 = -173278.781478
  nChanged 6
		SP:Iteration 33Q (140440.780000 sec): 3 clusters
  Score: Raw -175769.910486 + Penalty 2488.309579 = -173281.600907
  nChanged 2
		SP:Iteration 34Q (140440.820000 sec): 3 clusters
  Score: Raw -175770.890191 + Penalty 2488.309579 = -173282.580612
  nChanged 3
		SP:Iteration 35Q (140440.860000 sec): 3 clusters
  Score: Raw -175772.857019 + Penalty 2488.309579 = -173284.547440
  nChanged 3
		SP:Iteration 36Q (140440.900000 sec): 3 clusters
  Score: Raw -175775.841650 + Penalty 2488.309579 = -173287.532070
  nChanged 4
		SP:Iteration 37Q (140440.940000 sec): 3 clusters
  Score: Raw -175779.936459 + Penalty 2488.309579 = -173291.626879
  nChanged 7
		SP:Iteration 38Q (140440.970000 sec): 3 clusters
  Score: Raw -175783.850790 + Penalty 2488.309579 = -173295.541211
  nChanged 7
		SP:Iteration 39Q (140441.010000 sec): 3 clusters
  Score: Raw -175789.897648 + Penalty 2488.309579 = -173301.588069
  nChanged 9
		SP:Iteration 40F (140441.050000 sec): 3 clusters
  Score: Raw -175797.933050 + Penalty 2488.309579 = -173309.623471
  nChanged 10
		SP:Iteration 41Q (140441.090000 sec): 3 clusters
  Score: Raw -175811.868412 + Penalty 2488.309579 = -173323.558833
  nChanged 16
		SP:Iteration 42Q (140441.130000 sec): 3 clusters
  Score: Raw -175829.271310 + Penalty 2488.309579 = -173340.961731
  nChanged 17
		SP:Iteration 43Q (140441.170000 sec): 3 clusters
  Score: Raw -175847.870961 + Penalty 2488.309579 = -173359.561382
  nChanged 13
		SP:Iteration 44Q (140441.210000 sec): 3 clusters
  Score: Raw -175856.451967 + Penalty 2488.309579 = -173368.142387
  nChanged 6
		SP:Iteration 45Q (140441.250000 sec): 3 clusters
  Score: Raw -175863.377349 + Penalty 2488.309579 = -173375.067770
  nChanged 8
		SP:Iteration 46Q (140441.290000 sec): 3 clusters
  Score: Raw -175869.867160 + Penalty 2488.309579 = -173381.557581
  nChanged 8
		SP:Iteration 47Q (140441.330000 sec): 3 clusters
  Score: Raw -175874.465313 + Penalty 2488.309579 = -173386.155734
  nChanged 3
		SP:Iteration 48Q (140441.360000 sec): 3 clusters
  Score: Raw -175876.833611 + Penalty 2488.309579 = -173388.524032
  nChanged 3
		SP:Iteration 49Q (140441.400000 sec): 3 clusters
  Score: Raw -175878.657165 + Penalty 2488.309579 = -173390.347586
  nChanged 1
		SP:Iteration 50Q (140441.440000 sec): 3 clusters
  Score: Raw -175879.605967 + Penalty 2488.309579 = -173391.296388
  nChanged 2
		SP:Iteration 51Q (140441.480000 sec): 3 clusters
  Score: Raw -175882.145603 + Penalty 2488.309579 = -173393.836023
  nChanged 6
		SP:Iteration 52Q (140441.520000 sec): 3 clusters
  Score: Raw -175888.136860 + Penalty 2488.309579 = -173399.827281
  nChanged 5
		SP:Iteration 53Q (140441.550000 sec): 3 clusters
  Score: Raw -175890.288853 + Penalty 2488.309579 = -173401.979274
  nChanged 5
		SP:Iteration 54Q (140441.590000 sec): 3 clusters
  Score: Raw -175893.730192 + Penalty 2488.309579 = -173405.420613
  nChanged 5
		SP:Iteration 55Q (140441.630000 sec): 3 clusters
  Score: Raw -175897.819468 + Penalty 2488.309579 = -173409.509889
  nChanged 5
		SP:Iteration 56Q (140441.670000 sec): 3 clusters
  Score: Raw -175900.221690 + Penalty 2488.309579 = -173411.912111
  nChanged 2
		SP:Iteration 57Q (140441.710000 sec): 3 clusters
  Score: Raw -175900.960897 + Penalty 2488.309579 = -173412.651318
  nChanged 0
		SP:Iteration 58F (140441.750000 sec): 3 clusters
  Score: Raw -175900.960897 + Penalty 2488.309579 = -173412.651318
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 108 (5229 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (140441.830000 sec): 2 clusters
  Score: Raw -449659.680100 + Penalty 1391.320992 = -448268.359108
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (140441.930000 sec): 3 clusters
  Score: Raw -446965.204542 + Penalty 2782.641984 = -444182.562558
  nChanged 2116
		SP:Iteration 1F (140442.020000 sec): 3 clusters
  Score: Raw -448202.881055 + Penalty 2782.641984 = -445420.239071
  nChanged 395
		SP:Iteration 2F (140442.110000 sec): 3 clusters
  Score: Raw -448443.583560 + Penalty 2782.641984 = -445660.941576
  nChanged 268
		SP:Iteration 3F (140442.210000 sec): 3 clusters
  Score: Raw -448638.963039 + Penalty 2782.641984 = -445856.321056
  nChanged 251
		SP:Iteration 4Q (140442.310000 sec): 3 clusters
  Score: Raw -448830.666563 + Penalty 2782.641984 = -446048.024579
  nChanged 274
		SP:Iteration 5F (140442.400000 sec): 3 clusters
  Score: Raw -449015.735861 + Penalty 2782.641984 = -446233.093877
  nChanged 262
		SP:Iteration 6F (140442.490000 sec): 3 clusters
  Score: Raw -449187.182990 + Penalty 2782.641984 = -446404.541007
  nChanged 228
		SP:Iteration 7Q (140442.590000 sec): 3 clusters
  Score: Raw -449309.172586 + Penalty 2782.641984 = -446526.530603
  nChanged 175
		SP:Iteration 8Q (140442.690000 sec): 3 clusters
  Score: Raw -449398.700358 + Penalty 2782.641984 = -446616.058374
  nChanged 148
		SP:Iteration 9Q (140442.780000 sec): 3 clusters
  Score: Raw -449465.511929 + Penalty 2782.641984 = -446682.869945
  nChanged 101
		SP:Iteration 10Q (140442.880000 sec): 3 clusters
  Score: Raw -449507.019123 + Penalty 2782.641984 = -446724.377139
  nChanged 92
		SP:Iteration 11Q (140442.970000 sec): 3 clusters
  Score: Raw -449544.288538 + Penalty 2782.641984 = -446761.646554
  nChanged 68
		SP:Iteration 12Q (140443.070000 sec): 3 clusters
  Score: Raw -449563.233881 + Penalty 2782.641984 = -446780.591897
  nChanged 52
		SP:Iteration 13Q (140443.160000 sec): 3 clusters
  Score: Raw -449578.748252 + Penalty 2782.641984 = -446796.106268
  nChanged 46
		SP:Iteration 14Q (140443.260000 sec): 3 clusters
  Score: Raw -449593.361849 + Penalty 2782.641984 = -446810.719865
  nChanged 34
		SP:Iteration 15Q (140443.350000 sec): 3 clusters
  Score: Raw -449604.913953 + Penalty 2782.641984 = -446822.271970
  nChanged 42
		SP:Iteration 16Q (140443.450000 sec): 3 clusters
  Score: Raw -449618.627624 + Penalty 2782.641984 = -446835.985640
  nChanged 38
		SP:Iteration 17Q (140443.550000 sec): 3 clusters
  Score: Raw -449628.953396 + Penalty 2782.641984 = -446846.311412
  nChanged 25
		SP:Iteration 18Q (140443.640000 sec): 3 clusters
  Score: Raw -449635.618211 + Penalty 2782.641984 = -446852.976228
  nChanged 22
		SP:Iteration 19Q (140443.740000 sec): 3 clusters
  Score: Raw -449641.760390 + Penalty 2782.641984 = -446859.118406
  nChanged 17
		SP:Iteration 20F (140443.830000 sec): 3 clusters
  Score: Raw -449646.315525 + Penalty 2782.641984 = -446863.673542
  nChanged 20
		SP:Iteration 21Q (140443.930000 sec): 3 clusters
  Score: Raw -449649.783214 + Penalty 2782.641984 = -446867.141230
  nChanged 13
		SP:Iteration 22Q (140444.020000 sec): 3 clusters
  Score: Raw -449651.896857 + Penalty 2782.641984 = -446869.254873
  nChanged 8
		SP:Iteration 23Q (140444.120000 sec): 3 clusters
  Score: Raw -449653.023340 + Penalty 2782.641984 = -446870.381357
  nChanged 6
		SP:Iteration 24Q (140444.210000 sec): 3 clusters
  Score: Raw -449654.155595 + Penalty 2782.641984 = -446871.513611
  nChanged 3
		SP:Iteration 25Q (140444.310000 sec): 3 clusters
  Score: Raw -449654.590129 + Penalty 2782.641984 = -446871.948145
  nChanged 2
		SP:Iteration 26Q (140444.410000 sec): 3 clusters
  Score: Raw -449655.143557 + Penalty 2782.641984 = -446872.501574
  nChanged 3
		SP:Iteration 27Q (140444.500000 sec): 3 clusters
  Score: Raw -449656.122650 + Penalty 2782.641984 = -446873.480666
  nChanged 7
		SP:Iteration 28Q (140444.600000 sec): 3 clusters
  Score: Raw -449657.626668 + Penalty 2782.641984 = -446874.984684
  nChanged 5
		SP:Iteration 29Q (140444.700000 sec): 3 clusters
  Score: Raw -449658.761012 + Penalty 2782.641984 = -446876.119028
  nChanged 4
		SP:Iteration 30Q (140444.790000 sec): 3 clusters
  Score: Raw -449659.816419 + Penalty 2782.641984 = -446877.174435
  nChanged 5
		SP:Iteration 31Q (140444.880000 sec): 3 clusters
  Score: Raw -449661.014117 + Penalty 2782.641984 = -446878.372133
  nChanged 5
		SP:Iteration 32Q (140444.980000 sec): 3 clusters
  Score: Raw -449662.734464 + Penalty 2782.641984 = -446880.092480
  nChanged 8
		SP:Iteration 33Q (140445.080000 sec): 3 clusters
  Score: Raw -449664.088911 + Penalty 2782.641984 = -446881.446928
  nChanged 4
		SP:Iteration 34Q (140445.170000 sec): 3 clusters
  Score: Raw -449664.991244 + Penalty 2782.641984 = -446882.349260
  nChanged 6
		SP:Iteration 35Q (140445.270000 sec): 3 clusters
  Score: Raw -449666.069975 + Penalty 2782.641984 = -446883.427992
  nChanged 4
		SP:Iteration 36Q (140445.360000 sec): 3 clusters
  Score: Raw -449667.277245 + Penalty 2782.641984 = -446884.635261
  nChanged 4
		SP:Iteration 37Q (140445.460000 sec): 3 clusters
  Score: Raw -449667.944127 + Penalty 2782.641984 = -446885.302144
  nChanged 4
		SP:Iteration 38Q (140445.560000 sec): 3 clusters
  Score: Raw -449668.372424 + Penalty 2782.641984 = -446885.730440
  nChanged 1
		SP:Iteration 39Q (140445.650000 sec): 3 clusters
  Score: Raw -449668.513219 + Penalty 2782.641984 = -446885.871235
  nChanged 0
		SP:Iteration 40F (140445.740000 sec): 3 clusters
  Score: Raw -449668.513219 + Penalty 2782.641984 = -446885.871235
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 109 (9073 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (140445.850000 sec): 2 clusters
  Score: Raw -873990.943842 + Penalty 1480.871965 = -872510.071876
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (140446.010000 sec): 3 clusters
  Score: Raw -868917.037825 + Penalty 2961.743931 = -865955.293894
  nChanged 3835
		SP:Iteration 1F (140446.140000 sec): 3 clusters
  Score: Raw -870987.464235 + Penalty 2961.743931 = -868025.720304
  nChanged 569
		SP:Iteration 2F (140446.270000 sec): 3 clusters
  Score: Raw -871266.910874 + Penalty 2961.743931 = -868305.166943
  nChanged 483
		SP:Iteration 3F (140446.410000 sec): 3 clusters
  Score: Raw -871504.119550 + Penalty 2961.743931 = -868542.375619
  nChanged 439
		SP:Iteration 4Q (140446.560000 sec): 3 clusters
  Score: Raw -871740.748300 + Penalty 2961.743931 = -868779.004369
  nChanged 395
		SP:Iteration 5Q (140446.710000 sec): 3 clusters
  Score: Raw -871934.164056 + Penalty 2961.743931 = -868972.420125
  nChanged 351
		SP:Iteration 6Q (140446.860000 sec): 3 clusters
  Score: Raw -872076.990609 + Penalty 2961.743931 = -869115.246678
  nChanged 302
		SP:Iteration 7Q (140446.990000 sec): 3 clusters
  Score: Raw -872201.440022 + Penalty 2961.743931 = -869239.696091
  nChanged 290
		SP:Iteration 8Q (140447.140000 sec): 3 clusters
  Score: Raw -872332.765098 + Penalty 2961.743931 = -869371.021167
  nChanged 312
		SP:Iteration 9Q (140447.290000 sec): 3 clusters
  Score: Raw -872493.629093 + Penalty 2961.743931 = -869531.885162
  nChanged 371
		SP:Iteration 10Q (140447.440000 sec): 3 clusters
  Score: Raw -872706.001026 + Penalty 2961.743931 = -869744.257095
  nChanged 384
		SP:Iteration 11Q (140447.570000 sec): 3 clusters
  Score: Raw -872943.754393 + Penalty 2961.743931 = -869982.010462
  nChanged 406
		SP:Iteration 12Q (140447.710000 sec): 3 clusters
  Score: Raw -873247.807415 + Penalty 2961.743931 = -870286.063484
  nChanged 401
		SP:Iteration 13Q (140447.860000 sec): 3 clusters
  Score: Raw -873616.940918 + Penalty 2961.743931 = -870655.196987
  nChanged 337
		SP:Iteration 14Q (140448.000000 sec): 3 clusters
  Score: Raw -873963.555940 + Penalty 2961.743931 = -871001.812009
  nChanged 257
		SP:Iteration 15Q (140448.150000 sec): 3 clusters
  Score: Raw -874240.945661 + Penalty 2961.743931 = -871279.201730
  nChanged 167
		SP:Iteration 16Q (140448.280000 sec): 3 clusters
  Score: Raw -874402.819408 + Penalty 2961.743931 = -871441.075477
  nChanged 107
		SP:Iteration 17Q (140448.410000 sec): 3 clusters
  Score: Raw -874500.171939 + Penalty 2961.743931 = -871538.428008
  nChanged 78
		SP:Iteration 18Q (140448.530000 sec): 3 clusters
  Score: Raw -874551.749724 + Penalty 2961.743931 = -871590.005793
  nChanged 56
		SP:Iteration 19Q (140448.670000 sec): 3 clusters
  Score: Raw -874583.968249 + Penalty 2961.743931 = -871622.224318
  nChanged 31
		SP:Iteration 20F (140448.810000 sec): 3 clusters
  Score: Raw -874600.764349 + Penalty 2961.743931 = -871639.020418
  nChanged 22
		SP:Iteration 21Q (140448.940000 sec): 3 clusters
  Score: Raw -874609.755613 + Penalty 2961.743931 = -871648.011682
  nChanged 11
		SP:Iteration 22Q (140449.080000 sec): 3 clusters
  Score: Raw -874612.449245 + Penalty 2961.743931 = -871650.705314
  nChanged 7
		SP:Iteration 23Q (140449.210000 sec): 3 clusters
  Score: Raw -874614.387443 + Penalty 2961.743931 = -871652.643512
  nChanged 4
		SP:Iteration 24Q (140449.340000 sec): 3 clusters
  Score: Raw -874616.382384 + Penalty 2961.743931 = -871654.638453
  nChanged 3
		SP:Iteration 25Q (140449.470000 sec): 3 clusters
  Score: Raw -874617.175422 + Penalty 2961.743931 = -871655.431491
  nChanged 1
		SP:Iteration 26Q (140449.590000 sec): 3 clusters
  Score: Raw -874617.599149 + Penalty 2961.743931 = -871655.855218
  nChanged 1
		SP:Iteration 27Q (140449.720000 sec): 3 clusters
  Score: Raw -874617.768967 + Penalty 2961.743931 = -871656.025036
  nChanged 1
		SP:Iteration 28Q (140449.850000 sec): 3 clusters
  Score: Raw -874618.058136 + Penalty 2961.743931 = -871656.314205
  nChanged 1
		SP:Iteration 29Q (140449.990000 sec): 3 clusters
  Score: Raw -874618.163082 + Penalty 2961.743931 = -871656.419151
  nChanged 1
		SP:Iteration 30Q (140450.120000 sec): 3 clusters
  Score: Raw -874618.251221 + Penalty 2961.743931 = -871656.507290
  nChanged 0
		SP:Iteration 31F (140450.260000 sec): 3 clusters
  Score: Raw -874618.251221 + Penalty 2961.743931 = -871656.507290
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 110 (2832 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (140450.340000 sec): 2 clusters
  Score: Raw -239127.372431 + Penalty 1291.669999 = -237835.702432
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (140450.390000 sec): 3 clusters
  Score: Raw -237805.422603 + Penalty 2583.339998 = -235222.082606
  nChanged 1087
		SP:Iteration 1F (140450.450000 sec): 3 clusters
  Score: Raw -238480.193359 + Penalty 2583.339998 = -235896.853361
  nChanged 245
		SP:Iteration 2F (140450.510000 sec): 3 clusters
  Score: Raw -238656.690454 + Penalty 2583.339998 = -236073.350456
  nChanged 153
		SP:Iteration 3F (140450.570000 sec): 3 clusters
  Score: Raw -238752.480313 + Penalty 2583.339998 = -236169.140315
  nChanged 105
		SP:Iteration 4Q (140450.620000 sec): 3 clusters
  Score: Raw -238809.403559 + Penalty 2583.339998 = -236226.063561
  nChanged 87
		SP:Iteration 5Q (140450.680000 sec): 3 clusters
  Score: Raw -238856.148555 + Penalty 2583.339998 = -236272.808557
  nChanged 67
		SP:Iteration 6Q (140450.740000 sec): 3 clusters
  Score: Raw -238898.451387 + Penalty 2583.339998 = -236315.111390
  nChanged 52
		SP:Iteration 7Q (140450.790000 sec): 3 clusters
  Score: Raw -238934.721600 + Penalty 2583.339998 = -236351.381602
  nChanged 43
		SP:Iteration 8Q (140450.850000 sec): 3 clusters
  Score: Raw -238958.431513 + Penalty 2583.339998 = -236375.091515
  nChanged 37
		SP:Iteration 9Q (140450.910000 sec): 3 clusters
  Score: Raw -238974.682657 + Penalty 2583.339998 = -236391.342659
  nChanged 35
		SP:Iteration 10Q (140450.970000 sec): 3 clusters
  Score: Raw -238991.721600 + Penalty 2583.339998 = -236408.381602
  nChanged 31
		SP:Iteration 11Q (140451.020000 sec): 3 clusters
  Score: Raw -239007.268896 + Penalty 2583.339998 = -236423.928898
  nChanged 33
		SP:Iteration 12Q (140451.080000 sec): 3 clusters
  Score: Raw -239023.639975 + Penalty 2583.339998 = -236440.299977
  nChanged 33
		SP:Iteration 13Q (140451.130000 sec): 3 clusters
  Score: Raw -239037.666957 + Penalty 2583.339998 = -236454.326959
  nChanged 27
		SP:Iteration 14Q (140451.190000 sec): 3 clusters
  Score: Raw -239051.787566 + Penalty 2583.339998 = -236468.447568
  nChanged 34
		SP:Iteration 15Q (140451.250000 sec): 3 clusters
  Score: Raw -239071.101563 + Penalty 2583.339998 = -236487.761565
  nChanged 34
		SP:Iteration 16Q (140451.300000 sec): 3 clusters
  Score: Raw -239085.356540 + Penalty 2583.339998 = -236502.016543
  nChanged 30
		SP:Iteration 17Q (140451.360000 sec): 3 clusters
  Score: Raw -239099.347382 + Penalty 2583.339998 = -236516.007384
  nChanged 22
		SP:Iteration 18Q (140451.420000 sec): 3 clusters
  Score: Raw -239110.551071 + Penalty 2583.339998 = -236527.211073
  nChanged 22
		SP:Iteration 19Q (140451.470000 sec): 3 clusters
  Score: Raw -239120.495413 + Penalty 2583.339998 = -236537.155416
  nChanged 14
		SP:Iteration 20F (140451.530000 sec): 3 clusters
  Score: Raw -239127.427116 + Penalty 2583.339998 = -236544.087118
  nChanged 22
		SP:Iteration 21Q (140451.590000 sec): 3 clusters
  Score: Raw -239136.926300 + Penalty 2583.339998 = -236553.586303
  nChanged 15
		SP:Iteration 22Q (140451.640000 sec): 3 clusters
  Score: Raw -239144.297563 + Penalty 2583.339998 = -236560.957565
  nChanged 18
		SP:Iteration 23Q (140451.700000 sec): 3 clusters
  Score: Raw -239152.351606 + Penalty 2583.339998 = -236569.011608
  nChanged 15
		SP:Iteration 24Q (140451.750000 sec): 3 clusters
  Score: Raw -239159.063726 + Penalty 2583.339998 = -236575.723729
  nChanged 20
		SP:Iteration 25Q (140451.810000 sec): 3 clusters
  Score: Raw -239168.820208 + Penalty 2583.339998 = -236585.480210
  nChanged 22
		SP:Iteration 26Q (140451.870000 sec): 3 clusters
  Score: Raw -239179.615237 + Penalty 2583.339998 = -236596.275239
  nChanged 27
		SP:Iteration 27Q (140451.920000 sec): 3 clusters
  Score: Raw -239193.537894 + Penalty 2583.339998 = -236610.197896
  nChanged 15
		SP:Iteration 28Q (140451.980000 sec): 3 clusters
  Score: Raw -239199.817516 + Penalty 2583.339998 = -236616.477518
  nChanged 20
		SP:Iteration 29Q (140452.030000 sec): 3 clusters
  Score: Raw -239208.405873 + Penalty 2583.339998 = -236625.065875
  nChanged 14
		SP:Iteration 30Q (140452.090000 sec): 3 clusters
  Score: Raw -239211.970983 + Penalty 2583.339998 = -236628.630986
  nChanged 12
		SP:Iteration 31Q (140452.150000 sec): 3 clusters
  Score: Raw -239216.095685 + Penalty 2583.339998 = -236632.755687
  nChanged 8
		SP:Iteration 32Q (140452.200000 sec): 3 clusters
  Score: Raw -239218.852655 + Penalty 2583.339998 = -236635.512657
  nChanged 5
		SP:Iteration 33Q (140452.260000 sec): 3 clusters
  Score: Raw -239220.782432 + Penalty 2583.339998 = -236637.442434
  nChanged 4
		SP:Iteration 34Q (140452.310000 sec): 3 clusters
  Score: Raw -239222.678532 + Penalty 2583.339998 = -236639.338535
  nChanged 5
		SP:Iteration 35Q (140452.370000 sec): 3 clusters
  Score: Raw -239225.584563 + Penalty 2583.339998 = -236642.244565
  nChanged 1
		SP:Iteration 36Q (140452.430000 sec): 3 clusters
  Score: Raw -239225.856028 + Penalty 2583.339998 = -236642.516030
  nChanged 0
		SP:Iteration 37F (140452.490000 sec): 3 clusters
  Score: Raw -239225.856028 + Penalty 2583.339998 = -236642.516030
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 111 (1856 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (140452.550000 sec): 2 clusters
  Score: Raw -158991.141775 + Penalty 1223.004073 = -157768.137701
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (140452.590000 sec): 3 clusters
  Score: Raw -158225.447793 + Penalty 2446.008147 = -155779.439646
  nChanged 654
		SP:Iteration 1F (140452.620000 sec): 3 clusters
  Score: Raw -158661.843257 + Penalty 2446.008147 = -156215.835110
  nChanged 136
		SP:Iteration 2F (140452.660000 sec): 3 clusters
  Score: Raw -158758.459608 + Penalty 2446.008147 = -156312.451461
  nChanged 80
		SP:Iteration 3Q (140452.690000 sec): 3 clusters
  Score: Raw -158816.871570 + Penalty 2446.008147 = -156370.863423
  nChanged 61
		SP:Iteration 4Q (140452.730000 sec): 3 clusters
  Score: Raw -158866.085961 + Penalty 2446.008147 = -156420.077814
  nChanged 56
		SP:Iteration 5Q (140452.760000 sec): 3 clusters
  Score: Raw -158910.996328 + Penalty 2446.008147 = -156464.988181
  nChanged 51
		SP:Iteration 6Q (140452.800000 sec): 3 clusters
  Score: Raw -158953.924672 + Penalty 2446.008147 = -156507.916525
  nChanged 51
		SP:Iteration 7Q (140452.840000 sec): 3 clusters
  Score: Raw -158993.493612 + Penalty 2446.008147 = -156547.485466
  nChanged 46
		SP:Iteration 8Q (140452.870000 sec): 3 clusters
  Score: Raw -159026.756655 + Penalty 2446.008147 = -156580.748509
  nChanged 39
		SP:Iteration 9Q (140452.910000 sec): 3 clusters
  Score: Raw -159050.837637 + Penalty 2446.008147 = -156604.829490
  nChanged 25
		SP:Iteration 10Q (140452.940000 sec): 3 clusters
  Score: Raw -159071.396561 + Penalty 2446.008147 = -156625.388414
  nChanged 32
		SP:Iteration 11Q (140452.980000 sec): 3 clusters
  Score: Raw -159094.929749 + Penalty 2446.008147 = -156648.921602
  nChanged 17
		SP:Iteration 12Q (140453.020000 sec): 3 clusters
  Score: Raw -159105.956823 + Penalty 2446.008147 = -156659.948676
  nChanged 17
		SP:Iteration 13Q (140453.050000 sec): 3 clusters
  Score: Raw -159115.517870 + Penalty 2446.008147 = -156669.509724
  nChanged 14
		SP:Iteration 14Q (140453.090000 sec): 3 clusters
  Score: Raw -159121.704539 + Penalty 2446.008147 = -156675.696392
  nChanged 12
		SP:Iteration 15Q (140453.120000 sec): 3 clusters
  Score: Raw -159125.599424 + Penalty 2446.008147 = -156679.591277
  nChanged 6
		SP:Iteration 16Q (140453.160000 sec): 3 clusters
  Score: Raw -159130.616319 + Penalty 2446.008147 = -156684.608172
  nChanged 13
		SP:Iteration 17Q (140453.190000 sec): 3 clusters
  Score: Raw -159140.078555 + Penalty 2446.008147 = -156694.070408
  nChanged 19
		SP:Iteration 18Q (140453.230000 sec): 3 clusters
  Score: Raw -159152.635151 + Penalty 2446.008147 = -156706.627004
  nChanged 15
		SP:Iteration 19Q (140453.260000 sec): 3 clusters
  Score: Raw -159162.284074 + Penalty 2446.008147 = -156716.275927
  nChanged 14
		SP:Iteration 20F (140453.300000 sec): 3 clusters
  Score: Raw -159169.369857 + Penalty 2446.008147 = -156723.361710
  nChanged 12
		SP:Iteration 21Q (140453.340000 sec): 3 clusters
  Score: Raw -159176.076193 + Penalty 2446.008147 = -156730.068046
  nChanged 11
		SP:Iteration 22Q (140453.370000 sec): 3 clusters
  Score: Raw -159180.932715 + Penalty 2446.008147 = -156734.924569
  nChanged 6
		SP:Iteration 23Q (140453.400000 sec): 3 clusters
  Score: Raw -159183.287129 + Penalty 2446.008147 = -156737.278982
  nChanged 4
		SP:Iteration 24Q (140453.440000 sec): 3 clusters
  Score: Raw -159186.375698 + Penalty 2446.008147 = -156740.367551
  nChanged 4
		SP:Iteration 25Q (140453.480000 sec): 3 clusters
  Score: Raw -159188.523151 + Penalty 2446.008147 = -156742.515004
  nChanged 3
		SP:Iteration 26Q (140453.510000 sec): 3 clusters
  Score: Raw -159189.664033 + Penalty 2446.008147 = -156743.655886
  nChanged 2
		SP:Iteration 27Q (140453.540000 sec): 3 clusters
  Score: Raw -159190.659154 + Penalty 2446.008147 = -156744.651007
  nChanged 1
		SP:Iteration 28Q (140453.580000 sec): 3 clusters
  Score: Raw -159191.421602 + Penalty 2446.008147 = -156745.413455
  nChanged 2
		SP:Iteration 29Q (140453.620000 sec): 3 clusters
  Score: Raw -159192.443308 + Penalty 2446.008147 = -156746.435161
  nChanged 1
		SP:Iteration 30Q (140453.650000 sec): 3 clusters
  Score: Raw -159192.791544 + Penalty 2446.008147 = -156746.783397
  nChanged 1
		SP:Iteration 31Q (140453.690000 sec): 3 clusters
  Score: Raw -159193.933524 + Penalty 2446.008147 = -156747.925377
  nChanged 2
		SP:Iteration 32Q (140453.720000 sec): 3 clusters
  Score: Raw -159195.755058 + Penalty 2446.008147 = -156749.746911
  nChanged 3
		SP:Iteration 33Q (140453.760000 sec): 3 clusters
  Score: Raw -159197.303822 + Penalty 2446.008147 = -156751.295675
  nChanged 3
		SP:Iteration 34Q (140453.790000 sec): 3 clusters
  Score: Raw -159198.622145 + Penalty 2446.008147 = -156752.613998
  nChanged 4
		SP:Iteration 35Q (140453.820000 sec): 3 clusters
  Score: Raw -159200.915888 + Penalty 2446.008147 = -156754.907741
  nChanged 7
		SP:Iteration 36Q (140453.860000 sec): 3 clusters
  Score: Raw -159203.996729 + Penalty 2446.008147 = -156757.988582
  nChanged 4
		SP:Iteration 37Q (140453.900000 sec): 3 clusters
  Score: Raw -159206.712781 + Penalty 2446.008147 = -156760.704634
  nChanged 2
		SP:Iteration 38Q (140453.930000 sec): 3 clusters
  Score: Raw -159208.764080 + Penalty 2446.008147 = -156762.755934
  nChanged 4
		SP:Iteration 39Q (140453.970000 sec): 3 clusters
  Score: Raw -159210.953133 + Penalty 2446.008147 = -156764.944986
  nChanged 3
		SP:Iteration 40F (140454.000000 sec): 3 clusters
  Score: Raw -159212.185437 + Penalty 2446.008147 = -156766.177290
  nChanged 2
		SP:Iteration 41Q (140454.040000 sec): 3 clusters
  Score: Raw -159212.764417 + Penalty 2446.008147 = -156766.756270
  nChanged 0
		SP:Iteration 42F (140454.070000 sec): 3 clusters
  Score: Raw -159212.764417 + Penalty 2446.008147 = -156766.756270
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 112 (480 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (140454.100000 sec): 2 clusters
  Score: Raw -43733.995418 + Penalty 1003.240242 = -42730.755176
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (140454.120000 sec): 3 clusters
  Score: Raw -43671.236433 + Penalty 2006.480484 = -41664.755949
  nChanged 104
		SP:Iteration 1F (140454.130000 sec): 3 clusters
  Score: Raw -43818.142911 + Penalty 2006.480484 = -41811.662427
  nChanged 20
		SP:Iteration 2Q (140454.140000 sec): 3 clusters
  Score: Raw -43851.203365 + Penalty 2006.480484 = -41844.722881
  nChanged 14
		SP:Iteration 3Q (140454.150000 sec): 3 clusters
  Score: Raw -43878.016175 + Penalty 2006.480484 = -41871.535691
  nChanged 6
		SP:Iteration 4Q (140454.160000 sec): 3 clusters
  Score: Raw -43894.223345 + Penalty 2006.480484 = -41887.742861
  nChanged 5
		SP:Iteration 5Q (140454.170000 sec): 3 clusters
  Score: Raw -43903.589829 + Penalty 2006.480484 = -41897.109346
  nChanged 6
		SP:Iteration 6Q (140454.180000 sec): 3 clusters
  Score: Raw -43909.866753 + Penalty 2006.480484 = -41903.386269
  nChanged 0
		SP:Iteration 7F (140454.190000 sec): 3 clusters
  Score: Raw -43909.866753 + Penalty 2006.480484 = -41903.386269
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 113 (2455 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (140454.260000 sec): 2 clusters
  Score: Raw -207028.119050 + Penalty 1268.455832 = -205759.663218
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (140454.300000 sec): 3 clusters
  Score: Raw -205931.376394 + Penalty 2536.911663 = -203394.464731
  nChanged 911
		SP:Iteration 1F (140454.350000 sec): 3 clusters
  Score: Raw -206531.157455 + Penalty 2536.911663 = -203994.245791
  nChanged 197
		SP:Iteration 2F (140454.400000 sec): 3 clusters
  Score: Raw -206679.927455 + Penalty 2536.911663 = -204143.015792
  nChanged 137
		SP:Iteration 3F (140454.440000 sec): 3 clusters
  Score: Raw -206780.812391 + Penalty 2536.911663 = -204243.900728
  nChanged 101
		SP:Iteration 4Q (140454.490000 sec): 3 clusters
  Score: Raw -206853.221667 + Penalty 2536.911663 = -204316.310004
  nChanged 81
		SP:Iteration 5Q (140454.540000 sec): 3 clusters
  Score: Raw -206903.325989 + Penalty 2536.911663 = -204366.414326
  nChanged 48
		SP:Iteration 6Q (140454.580000 sec): 3 clusters
  Score: Raw -206927.203676 + Penalty 2536.911663 = -204390.292013
  nChanged 34
		SP:Iteration 7Q (140454.630000 sec): 3 clusters
  Score: Raw -206954.446175 + Penalty 2536.911663 = -204417.534512
  nChanged 39
		SP:Iteration 8Q (140454.680000 sec): 3 clusters
  Score: Raw -206985.795356 + Penalty 2536.911663 = -204448.883693
  nChanged 46
		SP:Iteration 9Q (140454.720000 sec): 3 clusters
  Score: Raw -207008.294055 + Penalty 2536.911663 = -204471.382392
  nChanged 25
		SP:Iteration 10Q (140454.770000 sec): 3 clusters
  Score: Raw -207023.054937 + Penalty 2536.911663 = -204486.143274
  nChanged 22
		SP:Iteration 11Q (140454.820000 sec): 3 clusters
  Score: Raw -207033.763705 + Penalty 2536.911663 = -204496.852042
  nChanged 23
		SP:Iteration 12Q (140454.870000 sec): 3 clusters
  Score: Raw -207047.832383 + Penalty 2536.911663 = -204510.920720
  nChanged 26
		SP:Iteration 13Q (140454.910000 sec): 3 clusters
  Score: Raw -207059.777835 + Penalty 2536.911663 = -204522.866172
  nChanged 22
		SP:Iteration 14Q (140454.960000 sec): 3 clusters
  Score: Raw -207069.148112 + Penalty 2536.911663 = -204532.236449
  nChanged 16
		SP:Iteration 15Q (140455.010000 sec): 3 clusters
  Score: Raw -207075.818933 + Penalty 2536.911663 = -204538.907270
  nChanged 9
		SP:Iteration 16Q (140455.060000 sec): 3 clusters
  Score: Raw -207081.862901 + Penalty 2536.911663 = -204544.951238
  nChanged 13
		SP:Iteration 17Q (140455.100000 sec): 3 clusters
  Score: Raw -207090.520408 + Penalty 2536.911663 = -204553.608745
  nChanged 21
		SP:Iteration 18Q (140455.150000 sec): 3 clusters
  Score: Raw -207098.444034 + Penalty 2536.911663 = -204561.532371
  nChanged 13
		SP:Iteration 19Q (140455.200000 sec): 3 clusters
  Score: Raw -207102.651807 + Penalty 2536.911663 = -204565.740144
  nChanged 10
		SP:Iteration 20F (140455.240000 sec): 3 clusters
  Score: Raw -207107.290792 + Penalty 2536.911663 = -204570.379129
  nChanged 19
		SP:Iteration 21Q (140455.290000 sec): 3 clusters
  Score: Raw -207115.345665 + Penalty 2536.911663 = -204578.434002
  nChanged 17
		SP:Iteration 22Q (140455.340000 sec): 3 clusters
  Score: Raw -207124.630073 + Penalty 2536.911663 = -204587.718409
  nChanged 17
		SP:Iteration 23Q (140455.380000 sec): 3 clusters
  Score: Raw -207131.117785 + Penalty 2536.911663 = -204594.206122
  nChanged 14
		SP:Iteration 24Q (140455.430000 sec): 3 clusters
  Score: Raw -207138.200216 + Penalty 2536.911663 = -204601.288553
  nChanged 12
		SP:Iteration 25Q (140455.480000 sec): 3 clusters
  Score: Raw -207142.717678 + Penalty 2536.911663 = -204605.806015
  nChanged 5
		SP:Iteration 26Q (140455.530000 sec): 3 clusters
  Score: Raw -207145.475679 + Penalty 2536.911663 = -204608.564016
  nChanged 3
		SP:Iteration 27Q (140455.570000 sec): 3 clusters
  Score: Raw -207146.727390 + Penalty 2536.911663 = -204609.815727
  nChanged 4
		SP:Iteration 28Q (140455.620000 sec): 3 clusters
  Score: Raw -207148.516943 + Penalty 2536.911663 = -204611.605280
  nChanged 8
		SP:Iteration 29Q (140455.670000 sec): 3 clusters
  Score: Raw -207151.762932 + Penalty 2536.911663 = -204614.851268
  nChanged 4
		SP:Iteration 30Q (140455.720000 sec): 3 clusters
  Score: Raw -207153.693797 + Penalty 2536.911663 = -204616.782134
  nChanged 7
		SP:Iteration 31Q (140455.760000 sec): 3 clusters
  Score: Raw -207156.310813 + Penalty 2536.911663 = -204619.399150
  nChanged 6
		SP:Iteration 32Q (140455.810000 sec): 3 clusters
  Score: Raw -207158.090301 + Penalty 2536.911663 = -204621.178638
  nChanged 3
		SP:Iteration 33Q (140455.860000 sec): 3 clusters
  Score: Raw -207159.675795 + Penalty 2536.911663 = -204622.764132
  nChanged 4
		SP:Iteration 34Q (140455.900000 sec): 3 clusters
  Score: Raw -207160.800236 + Penalty 2536.911663 = -204623.888573
  nChanged 1
		SP:Iteration 35Q (140455.950000 sec): 3 clusters
  Score: Raw -207160.986212 + Penalty 2536.911663 = -204624.074549
  nChanged 0
		SP:Iteration 36F (140456.000000 sec): 3 clusters
  Score: Raw -207160.986212 + Penalty 2536.911663 = -204624.074549
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 114 (1448 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (140456.060000 sec): 2 clusters
  Score: Raw -126515.484179 + Penalty 1182.665018 = -125332.819161
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (140456.080000 sec): 3 clusters
  Score: Raw -125998.195744 + Penalty 2365.330036 = -123632.865708
  nChanged 464
		SP:Iteration 1F (140456.110000 sec): 3 clusters
  Score: Raw -126330.179970 + Penalty 2365.330036 = -123964.849934
  nChanged 109
		SP:Iteration 2F (140456.140000 sec): 3 clusters
  Score: Raw -126416.563276 + Penalty 2365.330036 = -124051.233240
  nChanged 59
		SP:Iteration 3Q (140456.170000 sec): 3 clusters
  Score: Raw -126452.160730 + Penalty 2365.330036 = -124086.830693
  nChanged 32
		SP:Iteration 4Q (140456.200000 sec): 3 clusters
  Score: Raw -126472.362565 + Penalty 2365.330036 = -124107.032529
  nChanged 16
		SP:Iteration 5Q (140456.220000 sec): 3 clusters
  Score: Raw -126480.922382 + Penalty 2365.330036 = -124115.592346
  nChanged 10
		SP:Iteration 6Q (140456.250000 sec): 3 clusters
  Score: Raw -126485.516249 + Penalty 2365.330036 = -124120.186213
  nChanged 7
		SP:Iteration 7Q (140456.280000 sec): 3 clusters
  Score: Raw -126490.522382 + Penalty 2365.330036 = -124125.192346
  nChanged 6
		SP:Iteration 8Q (140456.300000 sec): 3 clusters
  Score: Raw -126493.886030 + Penalty 2365.330036 = -124128.555994
  nChanged 2
		SP:Iteration 9Q (140456.330000 sec): 3 clusters
  Score: Raw -126494.575519 + Penalty 2365.330036 = -124129.245482
  nChanged 0
		SP:Iteration 10F (140456.360000 sec): 3 clusters
  Score: Raw -126494.575519 + Penalty 2365.330036 = -124129.245482
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 115 (1546 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (140456.420000 sec): 2 clusters
  Score: Raw -133174.194420 + Penalty 1193.306762 = -131980.887658
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (140456.450000 sec): 3 clusters
  Score: Raw -132599.398790 + Penalty 2386.613524 = -130212.785265
  nChanged 484
		SP:Iteration 1F (140456.480000 sec): 3 clusters
  Score: Raw -132926.420094 + Penalty 2386.613524 = -130539.806569
  nChanged 116
		SP:Iteration 2F (140456.510000 sec): 3 clusters
  Score: Raw -133010.333894 + Penalty 2386.613524 = -130623.720370
  nChanged 77
		SP:Iteration 3Q (140456.540000 sec): 3 clusters
  Score: Raw -133071.596049 + Penalty 2386.613524 = -130684.982524
  nChanged 56
		SP:Iteration 4Q (140456.570000 sec): 3 clusters
  Score: Raw -133116.268520 + Penalty 2386.613524 = -130729.654996
  nChanged 40
		SP:Iteration 5Q (140456.600000 sec): 3 clusters
  Score: Raw -133153.450615 + Penalty 2386.613524 = -130766.837091
  nChanged 29
		SP:Iteration 6Q (140456.630000 sec): 3 clusters
  Score: Raw -133176.238250 + Penalty 2386.613524 = -130789.624725
  nChanged 25
		SP:Iteration 7Q (140456.660000 sec): 3 clusters
  Score: Raw -133191.507247 + Penalty 2386.613524 = -130804.893723
  nChanged 18
		SP:Iteration 8Q (140456.690000 sec): 3 clusters
  Score: Raw -133207.570249 + Penalty 2386.613524 = -130820.956725
  nChanged 18
		SP:Iteration 9Q (140456.720000 sec): 3 clusters
  Score: Raw -133218.527852 + Penalty 2386.613524 = -130831.914327
  nChanged 10
		SP:Iteration 10Q (140456.750000 sec): 3 clusters
  Score: Raw -133222.434394 + Penalty 2386.613524 = -130835.820870
  nChanged 4
		SP:Iteration 11Q (140456.780000 sec): 3 clusters
  Score: Raw -133223.896949 + Penalty 2386.613524 = -130837.283424
  nChanged 2
		SP:Iteration 12Q (140456.810000 sec): 3 clusters
  Score: Raw -133225.704629 + Penalty 2386.613524 = -130839.091105
  nChanged 3
		SP:Iteration 13Q (140456.840000 sec): 3 clusters
  Score: Raw -133227.089223 + Penalty 2386.613524 = -130840.475698
  nChanged 3
		SP:Iteration 14Q (140456.870000 sec): 3 clusters
  Score: Raw -133228.704504 + Penalty 2386.613524 = -130842.090979
  nChanged 4
		SP:Iteration 15Q (140456.900000 sec): 3 clusters
  Score: Raw -133231.115048 + Penalty 2386.613524 = -130844.501524
  nChanged 4
		SP:Iteration 16Q (140456.930000 sec): 3 clusters
  Score: Raw -133232.874246 + Penalty 2386.613524 = -130846.260721
  nChanged 2
		SP:Iteration 17Q (140456.960000 sec): 3 clusters
  Score: Raw -133234.537958 + Penalty 2386.613524 = -130847.924434
  nChanged 2
		SP:Iteration 18Q (140456.990000 sec): 3 clusters
  Score: Raw -133234.926961 + Penalty 2386.613524 = -130848.313437
  nChanged 0
		SP:Iteration 19F (140457.020000 sec): 3 clusters
  Score: Raw -133234.926961 + Penalty 2386.613524 = -130848.313437
  nChanged 0
Iteration 379Q (140743.320000 sec): 117 clusters
  Score: Raw -67041195.513744 + Penalty 255976.669531 = -66785218.844213
  nChanged 130
Iteration 380F (141082.040000 sec): 117 clusters
  Score: Raw -67041426.599444 + Penalty 255976.669531 = -66785449.929913
  nChanged 215
Iteration 381Q (141368.110000 sec): 117 clusters
  Score: Raw -67041580.222755 + Penalty 255976.669531 = -66785603.553224
  nChanged 218
Iteration 382Q (141654.400000 sec): 117 clusters
  Score: Raw -67041660.136088 + Penalty 255976.669531 = -66785683.466557
  nChanged 166
Iteration 383Q (141941.440000 sec): 117 clusters
  Score: Raw -67041704.553999 + Penalty 255976.669531 = -66785727.884468
  nChanged 168
Iteration 384Q (142227.860000 sec): 117 clusters
  Score: Raw -67041740.973661 + Penalty 255976.669531 = -66785764.304130
  nChanged 135
Iteration 385Q (142513.520000 sec): 117 clusters
  Score: Raw -67041765.490438 + Penalty 255976.669531 = -66785788.820906
  nChanged 104
Iteration 386Q (142800.550000 sec): 117 clusters
  Score: Raw -67041789.543414 + Penalty 255976.669531 = -66785812.873883
  nChanged 94
Iteration 387Q (143085.770000 sec): 117 clusters
  Score: Raw -67041811.133995 + Penalty 255976.669531 = -66785834.464464
  nChanged 79
Iteration 388Q (143371.450000 sec): 117 clusters
  Score: Raw -67041827.338103 + Penalty 255976.669531 = -66785850.668572
  nChanged 69
Iteration 389Q (143657.230000 sec): 117 clusters
  Score: Raw -67041836.864695 + Penalty 255976.669531 = -66785860.195164
  nChanged 49
Iteration 390Q (143943.610000 sec): 117 clusters
  Score: Raw -67041845.225396 + Penalty 255976.669531 = -66785868.555865
  nChanged 52
Iteration 391Q (144229.960000 sec): 117 clusters
  Score: Raw -67041854.963402 + Penalty 255976.669531 = -66785878.293871
  nChanged 41
Iteration 392Q (144516.340000 sec): 117 clusters
  Score: Raw -67041863.869061 + Penalty 255976.669531 = -66785887.199530
  nChanged 46
Iteration 393Q (144801.690000 sec): 117 clusters
  Score: Raw -67041871.046431 + Penalty 255976.669531 = -66785894.376899
  nChanged 41
Iteration 394Q (145088.750000 sec): 117 clusters
  Score: Raw -67041879.175599 + Penalty 255976.669531 = -66785902.506068
  nChanged 30
Iteration 395Q (145375.210000 sec): 117 clusters
  Score: Raw -67041883.219088 + Penalty 255976.669531 = -66785906.549557
  nChanged 27
Iteration 396Q (145662.370000 sec): 117 clusters
  Score: Raw -67041887.645428 + Penalty 255976.669531 = -66785910.975896
  nChanged 22
Iteration 397Q (145949.410000 sec): 117 clusters
  Score: Raw -67041891.511391 + Penalty 255976.669531 = -66785914.841859
  nChanged 19
Iteration 398Q (146236.450000 sec): 117 clusters
  Score: Raw -67041892.931530 + Penalty 255976.669531 = -66785916.261998
  nChanged 15
Iteration 399Q (146522.170000 sec): 117 clusters
  Score: Raw -67041895.131791 + Penalty 255976.669531 = -66785918.462260
  nChanged 10
Iteration 400F (146860.930000 sec): 117 clusters
  Score: Raw -67041896.520639 + Penalty 255976.669531 = -66785919.851108
  nChanged 4
Iteration 401Q (147146.570000 sec): 117 clusters
  Score: Raw -67041896.714798 + Penalty 255976.669531 = -66785920.045267
  nChanged 3
Iteration 402Q (147432.980000 sec): 117 clusters
  Score: Raw -67041896.856183 + Penalty 255976.669531 = -66785920.186652
  nChanged 1
Iteration 403Q (147720.040000 sec): 117 clusters
  Score: Raw -67041896.859811 + Penalty 255976.669531 = -66785920.190279
  nChanged 0
Iteration 404F (148059.010000 sec): 117 clusters
  Score: Raw -67041896.859811 + Penalty 255976.669531 = -66785920.190279
  nChanged 0
Compute initial score before splitting:   Score: Raw -67041896.859811 + Penalty 255976.669531 = -66785920.190279
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 1 (1475 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (148059.040000 sec): 2 clusters
  Score: Raw -121193.140550 + Penalty 1185.667156 = -120007.473393
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (148059.080000 sec): 3 clusters
  Score: Raw -120611.666093 + Penalty 2371.334312 = -118240.331781
  nChanged 458
		SP:Iteration 1F (148059.110000 sec): 3 clusters
  Score: Raw -120969.373888 + Penalty 2371.334312 = -118598.039576
  nChanged 139
		SP:Iteration 2F (148059.140000 sec): 3 clusters
  Score: Raw -121093.188932 + Penalty 2371.334312 = -118721.854619
  nChanged 77
		SP:Iteration 3F (148059.170000 sec): 3 clusters
  Score: Raw -121168.829579 + Penalty 2371.334312 = -118797.495267
  nChanged 61
		SP:Iteration 4Q (148059.200000 sec): 3 clusters
  Score: Raw -121221.514128 + Penalty 2371.334312 = -118850.179816
  nChanged 48
		SP:Iteration 5Q (148059.230000 sec): 3 clusters
  Score: Raw -121248.682235 + Penalty 2371.334312 = -118877.347923
  nChanged 25
		SP:Iteration 6Q (148059.260000 sec): 3 clusters
  Score: Raw -121262.060471 + Penalty 2371.334312 = -118890.726158
  nChanged 24
		SP:Iteration 7Q (148059.290000 sec): 3 clusters
  Score: Raw -121284.435856 + Penalty 2371.334312 = -118913.101544
  nChanged 23
		SP:Iteration 8Q (148059.320000 sec): 3 clusters
  Score: Raw -121298.863550 + Penalty 2371.334312 = -118927.529238
  nChanged 16
		SP:Iteration 9Q (148059.350000 sec): 3 clusters
  Score: Raw -121311.076564 + Penalty 2371.334312 = -118939.742252
  nChanged 13
		SP:Iteration 10Q (148059.370000 sec): 3 clusters
  Score: Raw -121318.892826 + Penalty 2371.334312 = -118947.558514
  nChanged 7
		SP:Iteration 11Q (148059.400000 sec): 3 clusters
  Score: Raw -121321.383458 + Penalty 2371.334312 = -118950.049146
  nChanged 2
		SP:Iteration 12Q (148059.430000 sec): 3 clusters
  Score: Raw -121321.916082 + Penalty 2371.334312 = -118950.581769
  nChanged 1
		SP:Iteration 13Q (148059.460000 sec): 3 clusters
  Score: Raw -121323.671925 + Penalty 2371.334312 = -118952.337613
  nChanged 0
		SP:Iteration 14F (148059.490000 sec): 3 clusters
  Score: Raw -121323.671925 + Penalty 2371.334312 = -118952.337613
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 2 (112800 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (148060.180000 sec): 2 clusters
  Score: Raw -10158421.292826 + Penalty 1890.422888 = -10156530.869938
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (148061.190000 sec): 3 clusters
  Score: Raw -10084936.859117 + Penalty 3780.845776 = -10081156.013341
  nChanged 53939
		SP:Iteration 1F (148062.210000 sec): 3 clusters
  Score: Raw -10117332.371158 + Penalty 3780.845776 = -10113551.525382
  nChanged 4660
		SP:Iteration 2Q (148063.300000 sec): 3 clusters
  Score: Raw -10118892.445365 + Penalty 3780.845776 = -10115111.599589
  nChanged 5561
		SP:Iteration 3Q (148064.390000 sec): 3 clusters
  Score: Raw -10121219.058285 + Penalty 3780.845776 = -10117438.212509
  nChanged 6705
		SP:Iteration 4F (148065.400000 sec): 3 clusters
  Score: Raw -10124768.905244 + Penalty 3780.845776 = -10120988.059468
  nChanged 7841
		SP:Iteration 5F (148066.400000 sec): 3 clusters
  Score: Raw -10129663.162890 + Penalty 3780.845776 = -10125882.317114
  nChanged 8340
		SP:Iteration 6F (148067.420000 sec): 3 clusters
  Score: Raw -10135476.220258 + Penalty 3780.845776 = -10131695.374482
  nChanged 8036
		SP:Iteration 7F (148068.460000 sec): 3 clusters
  Score: Raw -10141477.199081 + Penalty 3780.845776 = -10137696.353305
  nChanged 6992
		SP:Iteration 8F (148069.510000 sec): 3 clusters
  Score: Raw -10146864.942492 + Penalty 3780.845776 = -10143084.096717
  nChanged 5476
		SP:Iteration 9Q (148070.600000 sec): 3 clusters
  Score: Raw -10151102.169194 + Penalty 3780.845776 = -10147321.323419
  nChanged 4014
		SP:Iteration 10Q (148071.700000 sec): 3 clusters
  Score: Raw -10154268.086513 + Penalty 3780.845776 = -10150487.240737
  nChanged 2675
		SP:Iteration 11Q (148072.730000 sec): 3 clusters
  Score: Raw -10156387.225056 + Penalty 3780.845776 = -10152606.379280
  nChanged 1535
		SP:Iteration 12Q (148073.720000 sec): 3 clusters
  Score: Raw -10157587.651264 + Penalty 3780.845776 = -10153806.805488
  nChanged 748
		SP:Iteration 13Q (148074.620000 sec): 3 clusters
  Score: Raw -10158134.483692 + Penalty 3780.845776 = -10154353.637916
  nChanged 390
		SP:Iteration 14Q (148075.530000 sec): 3 clusters
  Score: Raw -10158417.612126 + Penalty 3780.845776 = -10154636.766351
  nChanged 217
		SP:Iteration 15Q (148076.420000 sec): 3 clusters
  Score: Raw -10158582.541090 + Penalty 3780.845776 = -10154801.695314
  nChanged 143
		SP:Iteration 16Q (148077.340000 sec): 3 clusters
  Score: Raw -10158691.769679 + Penalty 3780.845776 = -10154910.923903
  nChanged 91
		SP:Iteration 17Q (148078.260000 sec): 3 clusters
  Score: Raw -10158750.413591 + Penalty 3780.845776 = -10154969.567815
  nChanged 72
		SP:Iteration 18Q (148079.220000 sec): 3 clusters
  Score: Raw -10158798.227640 + Penalty 3780.845776 = -10155017.381864
  nChanged 57
		SP:Iteration 19Q (148080.110000 sec): 3 clusters
  Score: Raw -10158832.269005 + Penalty 3780.845776 = -10155051.423229
  nChanged 39
		SP:Iteration 20F (148081.130000 sec): 3 clusters
  Score: Raw -10158854.746195 + Penalty 3780.845776 = -10155073.900419
  nChanged 33
		SP:Iteration 21Q (148081.990000 sec): 3 clusters
  Score: Raw -10158871.404270 + Penalty 3780.845776 = -10155090.558495
  nChanged 20
		SP:Iteration 22Q (148082.880000 sec): 3 clusters
  Score: Raw -10158880.646434 + Penalty 3780.845776 = -10155099.800658
  nChanged 19
		SP:Iteration 23Q (148083.790000 sec): 3 clusters
  Score: Raw -10158892.290568 + Penalty 3780.845776 = -10155111.444792
  nChanged 25
		SP:Iteration 24Q (148084.710000 sec): 3 clusters
  Score: Raw -10158907.281312 + Penalty 3780.845776 = -10155126.435536
  nChanged 27
		SP:Iteration 25Q (148085.620000 sec): 3 clusters
  Score: Raw -10158919.682621 + Penalty 3780.845776 = -10155138.836845
  nChanged 19
		SP:Iteration 26Q (148086.470000 sec): 3 clusters
  Score: Raw -10158927.544424 + Penalty 3780.845776 = -10155146.698649
  nChanged 8
		SP:Iteration 27Q (148087.370000 sec): 3 clusters
  Score: Raw -10158931.290368 + Penalty 3780.845776 = -10155150.444592
  nChanged 6
		SP:Iteration 28Q (148088.250000 sec): 3 clusters
  Score: Raw -10158934.551037 + Penalty 3780.845776 = -10155153.705261
  nChanged 8
		SP:Iteration 29Q (148089.170000 sec): 3 clusters
  Score: Raw -10158939.890604 + Penalty 3780.845776 = -10155159.044828
  nChanged 11
		SP:Iteration 30Q (148090.070000 sec): 3 clusters
  Score: Raw -10158944.247369 + Penalty 3780.845776 = -10155163.401593
  nChanged 5
		SP:Iteration 31Q (148090.980000 sec): 3 clusters
  Score: Raw -10158947.413660 + Penalty 3780.845776 = -10155166.567884
  nChanged 8
		SP:Iteration 32Q (148091.840000 sec): 3 clusters
  Score: Raw -10158952.403485 + Penalty 3780.845776 = -10155171.557709
  nChanged 9
		SP:Iteration 33Q (148092.730000 sec): 3 clusters
  Score: Raw -10158958.320305 + Penalty 3780.845776 = -10155177.474529
  nChanged 11
		SP:Iteration 34Q (148093.640000 sec): 3 clusters
  Score: Raw -10158965.953742 + Penalty 3780.845776 = -10155185.107966
  nChanged 10
		SP:Iteration 35Q (148094.550000 sec): 3 clusters
  Score: Raw -10158973.297972 + Penalty 3780.845776 = -10155192.452197
  nChanged 14
		SP:Iteration 36Q (148095.440000 sec): 3 clusters
  Score: Raw -10158987.888396 + Penalty 3780.845776 = -10155207.042620
  nChanged 20
		SP:Iteration 37Q (148096.300000 sec): 3 clusters
  Score: Raw -10159010.069813 + Penalty 3780.845776 = -10155229.224037
  nChanged 26
		SP:Iteration 38Q (148097.190000 sec): 3 clusters
  Score: Raw -10159030.958088 + Penalty 3780.845776 = -10155250.112312
  nChanged 19
		SP:Iteration 39Q (148098.100000 sec): 3 clusters
  Score: Raw -10159045.431046 + Penalty 3780.845776 = -10155264.585270
  nChanged 20
		SP:Iteration 40F (148099.100000 sec): 3 clusters
  Score: Raw -10159061.876937 + Penalty 3780.845776 = -10155281.031161
  nChanged 16
		SP:Iteration 41Q (148099.980000 sec): 3 clusters
  Score: Raw -10159074.907110 + Penalty 3780.845776 = -10155294.061335
  nChanged 21
		SP:Iteration 42Q (148100.900000 sec): 3 clusters
  Score: Raw -10159088.086680 + Penalty 3780.845776 = -10155307.240904
  nChanged 20
		SP:Iteration 43Q (148101.810000 sec): 3 clusters
  Score: Raw -10159105.053683 + Penalty 3780.845776 = -10155324.207907
  nChanged 23
		SP:Iteration 44Q (148102.720000 sec): 3 clusters
  Score: Raw -10159119.180792 + Penalty 3780.845776 = -10155338.335017
  nChanged 22
		SP:Iteration 45Q (148103.610000 sec): 3 clusters
  Score: Raw -10159133.334069 + Penalty 3780.845776 = -10155352.488294
  nChanged 14
		SP:Iteration 46Q (148104.470000 sec): 3 clusters
  Score: Raw -10159140.419317 + Penalty 3780.845776 = -10155359.573541
  nChanged 13
		SP:Iteration 47Q (148105.350000 sec): 3 clusters
  Score: Raw -10159147.140695 + Penalty 3780.845776 = -10155366.294919
  nChanged 10
		SP:Iteration 48Q (148106.270000 sec): 3 clusters
  Score: Raw -10159151.252456 + Penalty 3780.845776 = -10155370.406680
  nChanged 10
		SP:Iteration 49Q (148107.170000 sec): 3 clusters
  Score: Raw -10159156.268686 + Penalty 3780.845776 = -10155375.422910
  nChanged 7
		SP:Iteration 50Q (148108.080000 sec): 3 clusters
  Score: Raw -10159159.939096 + Penalty 3780.845776 = -10155379.093320
  nChanged 4
		SP:Iteration 51Q (148108.940000 sec): 3 clusters
  Score: Raw -10159161.786892 + Penalty 3780.845776 = -10155380.941116
  nChanged 2
		SP:Iteration 52Q (148109.830000 sec): 3 clusters
  Score: Raw -10159162.967760 + Penalty 3780.845776 = -10155382.121984
  nChanged 5
		SP:Iteration 53Q (148110.730000 sec): 3 clusters
  Score: Raw -10159164.742421 + Penalty 3780.845776 = -10155383.896645
  nChanged 4
		SP:Iteration 54Q (148111.640000 sec): 3 clusters
  Score: Raw -10159166.306245 + Penalty 3780.845776 = -10155385.460469
  nChanged 4
		SP:Iteration 55Q (148112.550000 sec): 3 clusters
  Score: Raw -10159167.843781 + Penalty 3780.845776 = -10155386.998005
  nChanged 4
		SP:Iteration 56Q (148113.410000 sec): 3 clusters
  Score: Raw -10159171.010576 + Penalty 3780.845776 = -10155390.164801
  nChanged 5
		SP:Iteration 57Q (148114.290000 sec): 3 clusters
  Score: Raw -10159173.221045 + Penalty 3780.845776 = -10155392.375270
  nChanged 4
		SP:Iteration 58Q (148115.200000 sec): 3 clusters
  Score: Raw -10159174.801598 + Penalty 3780.845776 = -10155393.955822
  nChanged 3
		SP:Iteration 59Q (148116.120000 sec): 3 clusters
  Score: Raw -10159176.199394 + Penalty 3780.845776 = -10155395.353618
  nChanged 0
		SP:Iteration 60F (148117.130000 sec): 3 clusters
  Score: Raw -10159176.199394 + Penalty 3780.845776 = -10155395.353618
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 3 (6993 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (148117.220000 sec): 2 clusters
  Score: Raw -657184.895686 + Penalty 1438.558051 = -655746.337636
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (148117.350000 sec): 3 clusters
  Score: Raw -653307.830306 + Penalty 2877.116102 = -650430.714204
  nChanged 2927
		SP:Iteration 1F (148117.450000 sec): 3 clusters
  Score: Raw -654923.144782 + Penalty 2877.116102 = -652046.028681
  nChanged 448
		SP:Iteration 2F (148117.570000 sec): 3 clusters
  Score: Raw -655144.800810 + Penalty 2877.116102 = -652267.684708
  nChanged 372
		SP:Iteration 3F (148117.690000 sec): 3 clusters
  Score: Raw -655344.856013 + Penalty 2877.116102 = -652467.739912
  nChanged 352
		SP:Iteration 4F (148117.810000 sec): 3 clusters
  Score: Raw -655555.675177 + Penalty 2877.116102 = -652678.559076
  nChanged 350
		SP:Iteration 5F (148117.930000 sec): 3 clusters
  Score: Raw -655778.563736 + Penalty 2877.116102 = -652901.447635
  nChanged 350
		SP:Iteration 6F (148118.040000 sec): 3 clusters
  Score: Raw -656030.963791 + Penalty 2877.116102 = -653153.847689
  nChanged 390
		SP:Iteration 7F (148118.160000 sec): 3 clusters
  Score: Raw -656347.069681 + Penalty 2877.116102 = -653469.953579
  nChanged 396
		SP:Iteration 8F (148118.280000 sec): 3 clusters
  Score: Raw -656690.861344 + Penalty 2877.116102 = -653813.745242
  nChanged 365
		SP:Iteration 9F (148118.400000 sec): 3 clusters
  Score: Raw -656991.867506 + Penalty 2877.116102 = -654114.751404
  nChanged 296
		SP:Iteration 10Q (148118.520000 sec): 3 clusters
  Score: Raw -657239.426962 + Penalty 2877.116102 = -654362.310860
  nChanged 237
		SP:Iteration 11Q (148118.640000 sec): 3 clusters
  Score: Raw -657534.317259 + Penalty 2877.116102 = -654657.201158
  nChanged 197
		SP:Iteration 12Q (148118.760000 sec): 3 clusters
  Score: Raw -657817.423300 + Penalty 2877.116102 = -654940.307199
  nChanged 151
		SP:Iteration 13Q (148118.880000 sec): 3 clusters
  Score: Raw -657973.778551 + Penalty 2877.116102 = -655096.662449
  nChanged 84
		SP:Iteration 14Q (148118.990000 sec): 3 clusters
  Score: Raw -658022.164745 + Penalty 2877.116102 = -655145.048643
  nChanged 54
		SP:Iteration 15Q (148119.110000 sec): 3 clusters
  Score: Raw -658044.821431 + Penalty 2877.116102 = -655167.705330
  nChanged 23
		SP:Iteration 16Q (148119.230000 sec): 3 clusters
  Score: Raw -658051.687948 + Penalty 2877.116102 = -655174.571846
  nChanged 12
		SP:Iteration 17Q (148119.340000 sec): 3 clusters
  Score: Raw -658055.616958 + Penalty 2877.116102 = -655178.500857
  nChanged 12
		SP:Iteration 18Q (148119.460000 sec): 3 clusters
  Score: Raw -658060.079791 + Penalty 2877.116102 = -655182.963689
  nChanged 8
		SP:Iteration 19Q (148119.570000 sec): 3 clusters
  Score: Raw -658062.528650 + Penalty 2877.116102 = -655185.412548
  nChanged 12
		SP:Iteration 20F (148119.690000 sec): 3 clusters
  Score: Raw -658066.347870 + Penalty 2877.116102 = -655189.231768
  nChanged 14
		SP:Iteration 21Q (148119.810000 sec): 3 clusters
  Score: Raw -658070.187825 + Penalty 2877.116102 = -655193.071723
  nChanged 7
		SP:Iteration 22Q (148119.920000 sec): 3 clusters
  Score: Raw -658071.722117 + Penalty 2877.116102 = -655194.606016
  nChanged 3
		SP:Iteration 23Q (148120.040000 sec): 3 clusters
  Score: Raw -658072.673022 + Penalty 2877.116102 = -655195.556921
  nChanged 2
		SP:Iteration 24Q (148120.150000 sec): 3 clusters
  Score: Raw -658072.886523 + Penalty 2877.116102 = -655195.770421
  nChanged 2
		SP:Iteration 25Q (148120.270000 sec): 3 clusters
  Score: Raw -658073.130798 + Penalty 2877.116102 = -655196.014696
  nChanged 4
		SP:Iteration 26Q (148120.390000 sec): 3 clusters
  Score: Raw -658074.453373 + Penalty 2877.116102 = -655197.337272
  nChanged 2
		SP:Iteration 27Q (148120.510000 sec): 3 clusters
  Score: Raw -658074.618897 + Penalty 2877.116102 = -655197.502795
  nChanged 2
		SP:Iteration 28Q (148120.620000 sec): 3 clusters
  Score: Raw -658075.180516 + Penalty 2877.116102 = -655198.064415
  nChanged 2
		SP:Iteration 29Q (148120.740000 sec): 3 clusters
  Score: Raw -658075.639487 + Penalty 2877.116102 = -655198.523386
  nChanged 2
		SP:Iteration 30Q (148120.860000 sec): 3 clusters
  Score: Raw -658075.996673 + Penalty 2877.116102 = -655198.880572
  nChanged 1
		SP:Iteration 31Q (148120.980000 sec): 3 clusters
  Score: Raw -658076.275296 + Penalty 2877.116102 = -655199.159195
  nChanged 2
		SP:Iteration 32Q (148121.100000 sec): 3 clusters
  Score: Raw -658076.719373 + Penalty 2877.116102 = -655199.603272
  nChanged 2
		SP:Iteration 33Q (148121.210000 sec): 3 clusters
  Score: Raw -658077.243145 + Penalty 2877.116102 = -655200.127044
  nChanged 2
		SP:Iteration 34Q (148121.330000 sec): 3 clusters
  Score: Raw -658077.930570 + Penalty 2877.116102 = -655200.814469
  nChanged 3
		SP:Iteration 35Q (148121.450000 sec): 3 clusters
  Score: Raw -658078.615884 + Penalty 2877.116102 = -655201.499783
  nChanged 1
		SP:Iteration 36Q (148121.570000 sec): 3 clusters
  Score: Raw -658078.709878 + Penalty 2877.116102 = -655201.593777
  nChanged 2
		SP:Iteration 37Q (148121.690000 sec): 3 clusters
  Score: Raw -658079.293625 + Penalty 2877.116102 = -655202.177523
  nChanged 2
		SP:Iteration 38Q (148121.800000 sec): 3 clusters
  Score: Raw -658079.800242 + Penalty 2877.116102 = -655202.684140
  nChanged 4
		SP:Iteration 39Q (148121.920000 sec): 3 clusters
  Score: Raw -658081.265451 + Penalty 2877.116102 = -655204.149349
  nChanged 3
		SP:Iteration 40F (148122.050000 sec): 3 clusters
  Score: Raw -658082.515988 + Penalty 2877.116102 = -655205.399886
  nChanged 3
		SP:Iteration 41Q (148122.160000 sec): 3 clusters
  Score: Raw -658083.093923 + Penalty 2877.116102 = -655205.977821
  nChanged 1
		SP:Iteration 42Q (148122.280000 sec): 3 clusters
  Score: Raw -658083.310572 + Penalty 2877.116102 = -655206.194470
  nChanged 0
		SP:Iteration 43F (148122.410000 sec): 3 clusters
  Score: Raw -658083.310572 + Penalty 2877.116102 = -655206.194470
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 4 (3763 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (148122.490000 sec): 2 clusters
  Score: Raw -325724.326353 + Penalty 1337.857916 = -324386.468437
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (148122.560000 sec): 3 clusters
  Score: Raw -323887.038777 + Penalty 2675.715832 = -321211.322945
  nChanged 1506
		SP:Iteration 1F (148122.630000 sec): 3 clusters
  Score: Raw -324722.853299 + Penalty 2675.715832 = -322047.137467
  nChanged 282
		SP:Iteration 2F (148122.700000 sec): 3 clusters
  Score: Raw -324882.786422 + Penalty 2675.715832 = -322207.070590
  nChanged 196
		SP:Iteration 3F (148122.770000 sec): 3 clusters
  Score: Raw -324988.652657 + Penalty 2675.715832 = -322312.936825
  nChanged 149
		SP:Iteration 4Q (148122.840000 sec): 3 clusters
  Score: Raw -325054.494412 + Penalty 2675.715832 = -322378.778580
  nChanged 115
		SP:Iteration 5Q (148122.910000 sec): 3 clusters
  Score: Raw -325113.620364 + Penalty 2675.715832 = -322437.904532
  nChanged 107
		SP:Iteration 6Q (148122.990000 sec): 3 clusters
  Score: Raw -325165.337974 + Penalty 2675.715832 = -322489.622142
  nChanged 88
		SP:Iteration 7Q (148123.060000 sec): 3 clusters
  Score: Raw -325205.776628 + Penalty 2675.715832 = -322530.060796
  nChanged 82
		SP:Iteration 8Q (148123.130000 sec): 3 clusters
  Score: Raw -325249.927389 + Penalty 2675.715832 = -322574.211557
  nChanged 101
		SP:Iteration 9Q (148123.200000 sec): 3 clusters
  Score: Raw -325310.379900 + Penalty 2675.715832 = -322634.664068
  nChanged 102
		SP:Iteration 10Q (148123.270000 sec): 3 clusters
  Score: Raw -325373.775875 + Penalty 2675.715832 = -322698.060043
  nChanged 106
		SP:Iteration 11Q (148123.340000 sec): 3 clusters
  Score: Raw -325437.192652 + Penalty 2675.715832 = -322761.476820
  nChanged 102
		SP:Iteration 12Q (148123.410000 sec): 3 clusters
  Score: Raw -325506.756216 + Penalty 2675.715832 = -322831.040384
  nChanged 111
		SP:Iteration 13Q (148123.490000 sec): 3 clusters
  Score: Raw -325589.549939 + Penalty 2675.715832 = -322913.834107
  nChanged 108
		SP:Iteration 14Q (148123.560000 sec): 3 clusters
  Score: Raw -325670.618348 + Penalty 2675.715832 = -322994.902516
  nChanged 93
		SP:Iteration 15Q (148123.630000 sec): 3 clusters
  Score: Raw -325746.457557 + Penalty 2675.715832 = -323070.741725
  nChanged 79
		SP:Iteration 16Q (148123.700000 sec): 3 clusters
  Score: Raw -325811.484742 + Penalty 2675.715832 = -323135.768910
  nChanged 72
		SP:Iteration 17Q (148123.770000 sec): 3 clusters
  Score: Raw -325881.566456 + Penalty 2675.715832 = -323205.850624
  nChanged 63
		SP:Iteration 18Q (148123.840000 sec): 3 clusters
  Score: Raw -325939.452539 + Penalty 2675.715832 = -323263.736707
  nChanged 39
		SP:Iteration 19Q (148123.910000 sec): 3 clusters
  Score: Raw -325977.869420 + Penalty 2675.715832 = -323302.153588
  nChanged 29
		SP:Iteration 20F (148123.980000 sec): 3 clusters
  Score: Raw -326016.099025 + Penalty 2675.715832 = -323340.383193
  nChanged 27
		SP:Iteration 21Q (148124.050000 sec): 3 clusters
  Score: Raw -326046.724803 + Penalty 2675.715832 = -323371.008971
  nChanged 23
		SP:Iteration 22Q (148124.110000 sec): 3 clusters
  Score: Raw -326076.396247 + Penalty 2675.715832 = -323400.680415
  nChanged 14
		SP:Iteration 23Q (148124.180000 sec): 3 clusters
  Score: Raw -326094.474797 + Penalty 2675.715832 = -323418.758965
  nChanged 11
		SP:Iteration 24Q (148124.250000 sec): 3 clusters
  Score: Raw -326109.850251 + Penalty 2675.715832 = -323434.134419
  nChanged 7
		SP:Iteration 25Q (148124.310000 sec): 3 clusters
  Score: Raw -326125.010324 + Penalty 2675.715832 = -323449.294492
  nChanged 8
		SP:Iteration 26Q (148124.380000 sec): 3 clusters
  Score: Raw -326131.761056 + Penalty 2675.715832 = -323456.045224
  nChanged 4
		SP:Iteration 27Q (148124.450000 sec): 3 clusters
  Score: Raw -326144.980052 + Penalty 2675.715832 = -323469.264220
  nChanged 7
		SP:Iteration 28Q (148124.510000 sec): 3 clusters
  Score: Raw -326154.888678 + Penalty 2675.715832 = -323479.172846
  nChanged 4
		SP:Iteration 29Q (148124.580000 sec): 3 clusters
  Score: Raw -326159.571975 + Penalty 2675.715832 = -323483.856143
  nChanged 2
		SP:Iteration 30Q (148124.650000 sec): 3 clusters
  Score: Raw -326163.050018 + Penalty 2675.715832 = -323487.334186
  nChanged 1
		SP:Iteration 31Q (148124.710000 sec): 3 clusters
  Score: Raw -326163.622071 + Penalty 2675.715832 = -323487.906239
  nChanged 0
		SP:Iteration 32F (148124.780000 sec): 3 clusters
  Score: Raw -326163.622071 + Penalty 2675.715832 = -323487.906239
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 5 (1783 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (148124.850000 sec): 2 clusters
  Score: Raw -148928.424713 + Penalty 1216.483550 = -147711.941162
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (148124.880000 sec): 3 clusters
  Score: Raw -148182.432918 + Penalty 2432.967101 = -145749.465817
  nChanged 613
		SP:Iteration 1F (148124.910000 sec): 3 clusters
  Score: Raw -148596.733296 + Penalty 2432.967101 = -146163.766195
  nChanged 142
		SP:Iteration 2F (148124.950000 sec): 3 clusters
  Score: Raw -148707.848406 + Penalty 2432.967101 = -146274.881305
  nChanged 87
		SP:Iteration 3Q (148124.980000 sec): 3 clusters
  Score: Raw -148783.023696 + Penalty 2432.967101 = -146350.056595
  nChanged 64
		SP:Iteration 4Q (148125.020000 sec): 3 clusters
  Score: Raw -148834.393306 + Penalty 2432.967101 = -146401.426205
  nChanged 58
		SP:Iteration 5Q (148125.050000 sec): 3 clusters
  Score: Raw -148876.924826 + Penalty 2432.967101 = -146443.957725
  nChanged 46
		SP:Iteration 6Q (148125.090000 sec): 3 clusters
  Score: Raw -148909.180007 + Penalty 2432.967101 = -146476.212906
  nChanged 33
		SP:Iteration 7Q (148125.120000 sec): 3 clusters
  Score: Raw -148930.213452 + Penalty 2432.967101 = -146497.246352
  nChanged 27
		SP:Iteration 8Q (148125.160000 sec): 3 clusters
  Score: Raw -148948.492171 + Penalty 2432.967101 = -146515.525071
  nChanged 21
		SP:Iteration 9Q (148125.190000 sec): 3 clusters
  Score: Raw -148962.113150 + Penalty 2432.967101 = -146529.146049
  nChanged 19
		SP:Iteration 10Q (148125.230000 sec): 3 clusters
  Score: Raw -148974.175862 + Penalty 2432.967101 = -146541.208761
  nChanged 22
		SP:Iteration 11Q (148125.260000 sec): 3 clusters
  Score: Raw -148986.240028 + Penalty 2432.967101 = -146553.272927
  nChanged 17
		SP:Iteration 12Q (148125.300000 sec): 3 clusters
  Score: Raw -148994.142241 + Penalty 2432.967101 = -146561.175140
  nChanged 13
		SP:Iteration 13Q (148125.340000 sec): 3 clusters
  Score: Raw -149001.831448 + Penalty 2432.967101 = -146568.864347
  nChanged 16
		SP:Iteration 14Q (148125.370000 sec): 3 clusters
  Score: Raw -149016.320644 + Penalty 2432.967101 = -146583.353544
  nChanged 16
		SP:Iteration 15Q (148125.410000 sec): 3 clusters
  Score: Raw -149024.972714 + Penalty 2432.967101 = -146592.005613
  nChanged 13
		SP:Iteration 16Q (148125.440000 sec): 3 clusters
  Score: Raw -149032.396995 + Penalty 2432.967101 = -146599.429894
  nChanged 12
		SP:Iteration 17Q (148125.470000 sec): 3 clusters
  Score: Raw -149038.779777 + Penalty 2432.967101 = -146605.812677
  nChanged 7
		SP:Iteration 18Q (148125.510000 sec): 3 clusters
  Score: Raw -149042.969067 + Penalty 2432.967101 = -146610.001966
  nChanged 12
		SP:Iteration 19Q (148125.540000 sec): 3 clusters
  Score: Raw -149050.025340 + Penalty 2432.967101 = -146617.058239
  nChanged 9
		SP:Iteration 20F (148125.580000 sec): 3 clusters
  Score: Raw -149055.424363 + Penalty 2432.967101 = -146622.457262
  nChanged 7
		SP:Iteration 21Q (148125.610000 sec): 3 clusters
  Score: Raw -149059.137163 + Penalty 2432.967101 = -146626.170062
  nChanged 8
		SP:Iteration 22Q (148125.650000 sec): 3 clusters
  Score: Raw -149063.877743 + Penalty 2432.967101 = -146630.910642
  nChanged 10
		SP:Iteration 23Q (148125.680000 sec): 3 clusters
  Score: Raw -149070.463990 + Penalty 2432.967101 = -146637.496889
  nChanged 10
		SP:Iteration 24Q (148125.710000 sec): 3 clusters
  Score: Raw -149077.145291 + Penalty 2432.967101 = -146644.178190
  nChanged 7
		SP:Iteration 25Q (148125.750000 sec): 3 clusters
  Score: Raw -149081.167580 + Penalty 2432.967101 = -146648.200480
  nChanged 5
		SP:Iteration 26Q (148125.780000 sec): 3 clusters
  Score: Raw -149083.220512 + Penalty 2432.967101 = -146650.253411
  nChanged 2
		SP:Iteration 27Q (148125.820000 sec): 3 clusters
  Score: Raw -149083.598285 + Penalty 2432.967101 = -146650.631184
  nChanged 1
		SP:Iteration 28Q (148125.850000 sec): 3 clusters
  Score: Raw -149083.744118 + Penalty 2432.967101 = -146650.777017
  nChanged 0
		SP:Iteration 29F (148125.890000 sec): 3 clusters
  Score: Raw -149083.744118 + Penalty 2432.967101 = -146650.777017
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 6 (1224 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (148125.940000 sec): 2 clusters
  Score: Raw -91668.784483 + Penalty 1155.355413 = -90513.429070
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (148125.960000 sec): 3 clusters
  Score: Raw -91264.117891 + Penalty 2310.710825 = -88953.407065
  nChanged 424
		SP:Iteration 1F (148125.990000 sec): 3 clusters
  Score: Raw -91654.578654 + Penalty 2310.710825 = -89343.867829
  nChanged 112
		SP:Iteration 2F (148126.010000 sec): 3 clusters
  Score: Raw -91772.296293 + Penalty 2310.710825 = -89461.585467
  nChanged 51
		SP:Iteration 3Q (148126.030000 sec): 3 clusters
  Score: Raw -91842.504901 + Penalty 2310.710825 = -89531.794075
  nChanged 39
		SP:Iteration 4Q (148126.060000 sec): 3 clusters
  Score: Raw -91891.314114 + Penalty 2310.710825 = -89580.603289
  nChanged 32
		SP:Iteration 5Q (148126.080000 sec): 3 clusters
  Score: Raw -91920.898483 + Penalty 2310.710825 = -89610.187658
  nChanged 24
		SP:Iteration 6Q (148126.100000 sec): 3 clusters
  Score: Raw -91951.505317 + Penalty 2310.710825 = -89640.794492
  nChanged 26
		SP:Iteration 7Q (148126.130000 sec): 3 clusters
  Score: Raw -91979.840349 + Penalty 2310.710825 = -89669.129523
  nChanged 15
		SP:Iteration 8Q (148126.150000 sec): 3 clusters
  Score: Raw -91991.728232 + Penalty 2310.710825 = -89681.017407
  nChanged 11
		SP:Iteration 9Q (148126.170000 sec): 3 clusters
  Score: Raw -92000.403672 + Penalty 2310.710825 = -89689.692846
  nChanged 8
		SP:Iteration 10Q (148126.200000 sec): 3 clusters
  Score: Raw -92006.556349 + Penalty 2310.710825 = -89695.845523
  nChanged 7
		SP:Iteration 11Q (148126.220000 sec): 3 clusters
  Score: Raw -92015.824722 + Penalty 2310.710825 = -89705.113896
  nChanged 6
		SP:Iteration 12Q (148126.250000 sec): 3 clusters
  Score: Raw -92021.230438 + Penalty 2310.710825 = -89710.519612
  nChanged 4
		SP:Iteration 13Q (148126.270000 sec): 3 clusters
  Score: Raw -92023.677108 + Penalty 2310.710825 = -89712.966282
  nChanged 0
		SP:Iteration 14F (148126.290000 sec): 3 clusters
  Score: Raw -92023.677108 + Penalty 2310.710825 = -89712.966282
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 7 (3645 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (148126.360000 sec): 2 clusters
  Score: Raw -292807.561807 + Penalty 1332.680642 = -291474.881165
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (148126.430000 sec): 3 clusters
  Score: Raw -291014.344980 + Penalty 2665.361284 = -288348.983695
  nChanged 1414
		SP:Iteration 1F (148126.500000 sec): 3 clusters
  Score: Raw -291850.427120 + Penalty 2665.361284 = -289185.065836
  nChanged 320
		SP:Iteration 2F (148126.570000 sec): 3 clusters
  Score: Raw -292114.431924 + Penalty 2665.361284 = -289449.070639
  nChanged 264
		SP:Iteration 3F (148126.630000 sec): 3 clusters
  Score: Raw -292311.962065 + Penalty 2665.361284 = -289646.600780
  nChanged 207
		SP:Iteration 4F (148126.700000 sec): 3 clusters
  Score: Raw -292462.763540 + Penalty 2665.361284 = -289797.402255
  nChanged 169
		SP:Iteration 5Q (148126.770000 sec): 3 clusters
  Score: Raw -292574.951040 + Penalty 2665.361284 = -289909.589756
  nChanged 126
		SP:Iteration 6Q (148126.840000 sec): 3 clusters
  Score: Raw -292658.431130 + Penalty 2665.361284 = -289993.069846
  nChanged 99
		SP:Iteration 7Q (148126.910000 sec): 3 clusters
  Score: Raw -292724.228170 + Penalty 2665.361284 = -290058.866886
  nChanged 98
		SP:Iteration 8Q (148126.980000 sec): 3 clusters
  Score: Raw -292790.223283 + Penalty 2665.361284 = -290124.861999
  nChanged 98
		SP:Iteration 9Q (148127.050000 sec): 3 clusters
  Score: Raw -292879.164653 + Penalty 2665.361284 = -290213.803368
  nChanged 93
		SP:Iteration 10Q (148127.110000 sec): 3 clusters
  Score: Raw -292941.969965 + Penalty 2665.361284 = -290276.608681
  nChanged 69
		SP:Iteration 11Q (148127.180000 sec): 3 clusters
  Score: Raw -292993.975487 + Penalty 2665.361284 = -290328.614203
  nChanged 64
		SP:Iteration 12Q (148127.250000 sec): 3 clusters
  Score: Raw -293036.753593 + Penalty 2665.361284 = -290371.392309
  nChanged 58
		SP:Iteration 13Q (148127.320000 sec): 3 clusters
  Score: Raw -293064.891323 + Penalty 2665.361284 = -290399.530038
  nChanged 39
		SP:Iteration 14Q (148127.390000 sec): 3 clusters
  Score: Raw -293088.446371 + Penalty 2665.361284 = -290423.085086
  nChanged 25
		SP:Iteration 15Q (148127.450000 sec): 3 clusters
  Score: Raw -293103.147843 + Penalty 2665.361284 = -290437.786558
  nChanged 23
		SP:Iteration 16Q (148127.520000 sec): 3 clusters
  Score: Raw -293116.093803 + Penalty 2665.361284 = -290450.732519
  nChanged 25
		SP:Iteration 17Q (148127.590000 sec): 3 clusters
  Score: Raw -293130.082400 + Penalty 2665.361284 = -290464.721116
  nChanged 22
		SP:Iteration 18Q (148127.650000 sec): 3 clusters
  Score: Raw -293143.377491 + Penalty 2665.361284 = -290478.016207
  nChanged 29
		SP:Iteration 19Q (148127.720000 sec): 3 clusters
  Score: Raw -293158.550994 + Penalty 2665.361284 = -290493.189710
  nChanged 16
		SP:Iteration 20F (148127.790000 sec): 3 clusters
  Score: Raw -293168.675686 + Penalty 2665.361284 = -290503.314402
  nChanged 17
		SP:Iteration 21Q (148127.850000 sec): 3 clusters
  Score: Raw -293174.825665 + Penalty 2665.361284 = -290509.464381
  nChanged 17
		SP:Iteration 22Q (148127.920000 sec): 3 clusters
  Score: Raw -293186.455926 + Penalty 2665.361284 = -290521.094642
  nChanged 17
		SP:Iteration 23Q (148127.990000 sec): 3 clusters
  Score: Raw -293199.750634 + Penalty 2665.361284 = -290534.389350
  nChanged 19
		SP:Iteration 24Q (148128.050000 sec): 3 clusters
  Score: Raw -293212.979521 + Penalty 2665.361284 = -290547.618236
  nChanged 22
		SP:Iteration 25Q (148128.120000 sec): 3 clusters
  Score: Raw -293227.144686 + Penalty 2665.361284 = -290561.783401
  nChanged 9
		SP:Iteration 26Q (148128.190000 sec): 3 clusters
  Score: Raw -293231.402842 + Penalty 2665.361284 = -290566.041558
  nChanged 10
		SP:Iteration 27Q (148128.250000 sec): 3 clusters
  Score: Raw -293237.947888 + Penalty 2665.361284 = -290572.586603
  nChanged 10
		SP:Iteration 28Q (148128.320000 sec): 3 clusters
  Score: Raw -293242.195116 + Penalty 2665.361284 = -290576.833832
  nChanged 6
		SP:Iteration 29Q (148128.380000 sec): 3 clusters
  Score: Raw -293245.973014 + Penalty 2665.361284 = -290580.611729
  nChanged 6
		SP:Iteration 30Q (148128.450000 sec): 3 clusters
  Score: Raw -293250.125597 + Penalty 2665.361284 = -290584.764313
  nChanged 5
		SP:Iteration 31Q (148128.510000 sec): 3 clusters
  Score: Raw -293252.027927 + Penalty 2665.361284 = -290586.666642
  nChanged 3
		SP:Iteration 32Q (148128.580000 sec): 3 clusters
  Score: Raw -293253.272601 + Penalty 2665.361284 = -290587.911317
  nChanged 4
		SP:Iteration 33Q (148128.650000 sec): 3 clusters
  Score: Raw -293255.508427 + Penalty 2665.361284 = -290590.147142
  nChanged 6
		SP:Iteration 34Q (148128.710000 sec): 3 clusters
  Score: Raw -293257.768362 + Penalty 2665.361284 = -290592.407078
  nChanged 4
		SP:Iteration 35Q (148128.780000 sec): 3 clusters
  Score: Raw -293259.579918 + Penalty 2665.361284 = -290594.218633
  nChanged 6
		SP:Iteration 36Q (148128.840000 sec): 3 clusters
  Score: Raw -293263.476817 + Penalty 2665.361284 = -290598.115532
  nChanged 6
		SP:Iteration 37Q (148128.910000 sec): 3 clusters
  Score: Raw -293265.817011 + Penalty 2665.361284 = -290600.455727
  nChanged 8
		SP:Iteration 38Q (148128.970000 sec): 3 clusters
  Score: Raw -293272.399253 + Penalty 2665.361284 = -290607.037968
  nChanged 9
		SP:Iteration 39Q (148129.040000 sec): 3 clusters
  Score: Raw -293277.558053 + Penalty 2665.361284 = -290612.196768
  nChanged 9
		SP:Iteration 40F (148129.110000 sec): 3 clusters
  Score: Raw -293282.166116 + Penalty 2665.361284 = -290616.804831
  nChanged 6
		SP:Iteration 41Q (148129.170000 sec): 3 clusters
  Score: Raw -293284.317973 + Penalty 2665.361284 = -290618.956688
  nChanged 3
		SP:Iteration 42Q (148129.240000 sec): 3 clusters
  Score: Raw -293286.850033 + Penalty 2665.361284 = -290621.488749
  nChanged 3
		SP:Iteration 43Q (148129.300000 sec): 3 clusters
  Score: Raw -293288.160946 + Penalty 2665.361284 = -290622.799662
  nChanged 3
		SP:Iteration 44Q (148129.370000 sec): 3 clusters
  Score: Raw -293291.455374 + Penalty 2665.361284 = -290626.094089
  nChanged 5
		SP:Iteration 45Q (148129.430000 sec): 3 clusters
  Score: Raw -293293.832863 + Penalty 2665.361284 = -290628.471579
  nChanged 4
		SP:Iteration 46Q (148129.500000 sec): 3 clusters
  Score: Raw -293295.999209 + Penalty 2665.361284 = -290630.637924
  nChanged 2
		SP:Iteration 47Q (148129.570000 sec): 3 clusters
  Score: Raw -293296.704445 + Penalty 2665.361284 = -290631.343160
  nChanged 2
		SP:Iteration 48Q (148129.630000 sec): 3 clusters
  Score: Raw -293297.734036 + Penalty 2665.361284 = -290632.372751
  nChanged 3
		SP:Iteration 49Q (148129.690000 sec): 3 clusters
  Score: Raw -293298.837213 + Penalty 2665.361284 = -290633.475928
  nChanged 2
		SP:Iteration 50Q (148129.760000 sec): 3 clusters
  Score: Raw -293299.938295 + Penalty 2665.361284 = -290634.577010
  nChanged 3
		SP:Iteration 51Q (148129.830000 sec): 3 clusters
  Score: Raw -293301.381597 + Penalty 2665.361284 = -290636.020312
  nChanged 1
		SP:Iteration 52Q (148129.890000 sec): 3 clusters
  Score: Raw -293301.509636 + Penalty 2665.361284 = -290636.148351
  nChanged 0
		SP:Iteration 53F (148129.960000 sec): 3 clusters
  Score: Raw -293301.509636 + Penalty 2665.361284 = -290636.148351
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 8 (6264 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (148130.050000 sec): 2 clusters
  Score: Raw -534115.004125 + Penalty 1420.668314 = -532694.335811
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (148130.170000 sec): 3 clusters
  Score: Raw -530750.195427 + Penalty 2841.336627 = -527908.858799
  nChanged 2623
		SP:Iteration 1F (148130.270000 sec): 3 clusters
  Score: Raw -532361.904922 + Penalty 2841.336627 = -529520.568295
  nChanged 504
		SP:Iteration 2F (148130.370000 sec): 3 clusters
  Score: Raw -532732.053635 + Penalty 2841.336627 = -529890.717007
  nChanged 427
		SP:Iteration 3F (148130.480000 sec): 3 clusters
  Score: Raw -533085.589346 + Penalty 2841.336627 = -530244.252719
  nChanged 398
		SP:Iteration 4F (148130.580000 sec): 3 clusters
  Score: Raw -533398.703404 + Penalty 2841.336627 = -530557.366776
  nChanged 365
		SP:Iteration 5F (148130.690000 sec): 3 clusters
  Score: Raw -533688.279912 + Penalty 2841.336627 = -530846.943285
  nChanged 288
		SP:Iteration 6Q (148130.790000 sec): 3 clusters
  Score: Raw -533876.941754 + Penalty 2841.336627 = -531035.605126
  nChanged 219
		SP:Iteration 7Q (148130.900000 sec): 3 clusters
  Score: Raw -533987.255695 + Penalty 2841.336627 = -531145.919068
  nChanged 160
		SP:Iteration 8Q (148131.010000 sec): 3 clusters
  Score: Raw -534065.878350 + Penalty 2841.336627 = -531224.541723
  nChanged 131
		SP:Iteration 9Q (148131.110000 sec): 3 clusters
  Score: Raw -534126.167007 + Penalty 2841.336627 = -531284.830380
  nChanged 99
		SP:Iteration 10Q (148131.220000 sec): 3 clusters
  Score: Raw -534173.646734 + Penalty 2841.336627 = -531332.310107
  nChanged 101
		SP:Iteration 11Q (148131.320000 sec): 3 clusters
  Score: Raw -534219.385466 + Penalty 2841.336627 = -531378.048839
  nChanged 88
		SP:Iteration 12Q (148131.430000 sec): 3 clusters
  Score: Raw -534257.767089 + Penalty 2841.336627 = -531416.430462
  nChanged 76
		SP:Iteration 13Q (148131.530000 sec): 3 clusters
  Score: Raw -534289.920910 + Penalty 2841.336627 = -531448.584282
  nChanged 67
		SP:Iteration 14Q (148131.630000 sec): 3 clusters
  Score: Raw -534320.656566 + Penalty 2841.336627 = -531479.319938
  nChanged 65
		SP:Iteration 15Q (148131.740000 sec): 3 clusters
  Score: Raw -534345.280316 + Penalty 2841.336627 = -531503.943688
  nChanged 54
		SP:Iteration 16Q (148131.850000 sec): 3 clusters
  Score: Raw -534366.765232 + Penalty 2841.336627 = -531525.428605
  nChanged 49
		SP:Iteration 17Q (148131.950000 sec): 3 clusters
  Score: Raw -534387.553801 + Penalty 2841.336627 = -531546.217174
  nChanged 57
		SP:Iteration 18Q (148132.050000 sec): 3 clusters
  Score: Raw -534410.135927 + Penalty 2841.336627 = -531568.799300
  nChanged 43
		SP:Iteration 19Q (148132.150000 sec): 3 clusters
  Score: Raw -534425.328887 + Penalty 2841.336627 = -531583.992260
  nChanged 36
		SP:Iteration 20F (148132.260000 sec): 3 clusters
  Score: Raw -534436.282134 + Penalty 2841.336627 = -531594.945507
  nChanged 30
		SP:Iteration 21Q (148132.360000 sec): 3 clusters
  Score: Raw -534446.630959 + Penalty 2841.336627 = -531605.294331
  nChanged 25
		SP:Iteration 22Q (148132.470000 sec): 3 clusters
  Score: Raw -534453.704498 + Penalty 2841.336627 = -531612.367871
  nChanged 26
		SP:Iteration 23Q (148132.570000 sec): 3 clusters
  Score: Raw -534460.575987 + Penalty 2841.336627 = -531619.239360
  nChanged 18
		SP:Iteration 24Q (148132.670000 sec): 3 clusters
  Score: Raw -534464.981321 + Penalty 2841.336627 = -531623.644693
  nChanged 20
		SP:Iteration 25Q (148132.780000 sec): 3 clusters
  Score: Raw -534471.311871 + Penalty 2841.336627 = -531629.975244
  nChanged 16
		SP:Iteration 26Q (148132.880000 sec): 3 clusters
  Score: Raw -534476.166333 + Penalty 2841.336627 = -531634.829706
  nChanged 21
		SP:Iteration 27Q (148132.980000 sec): 3 clusters
  Score: Raw -534482.073580 + Penalty 2841.336627 = -531640.736953
  nChanged 19
		SP:Iteration 28Q (148133.080000 sec): 3 clusters
  Score: Raw -534487.698975 + Penalty 2841.336627 = -531646.362348
  nChanged 22
		SP:Iteration 29Q (148133.180000 sec): 3 clusters
  Score: Raw -534492.902193 + Penalty 2841.336627 = -531651.565565
  nChanged 17
		SP:Iteration 30Q (148133.290000 sec): 3 clusters
  Score: Raw -534496.744753 + Penalty 2841.336627 = -531655.408125
  nChanged 16
		SP:Iteration 31Q (148133.390000 sec): 3 clusters
  Score: Raw -534501.845339 + Penalty 2841.336627 = -531660.508712
  nChanged 18
		SP:Iteration 32Q (148133.490000 sec): 3 clusters
  Score: Raw -534505.961033 + Penalty 2841.336627 = -531664.624405
  nChanged 12
		SP:Iteration 33Q (148133.590000 sec): 3 clusters
  Score: Raw -534509.441095 + Penalty 2841.336627 = -531668.104468
  nChanged 8
		SP:Iteration 34Q (148133.700000 sec): 3 clusters
  Score: Raw -534511.365750 + Penalty 2841.336627 = -531670.029123
  nChanged 13
		SP:Iteration 35Q (148133.800000 sec): 3 clusters
  Score: Raw -534513.672544 + Penalty 2841.336627 = -531672.335916
  nChanged 8
		SP:Iteration 36Q (148133.900000 sec): 3 clusters
  Score: Raw -534514.958859 + Penalty 2841.336627 = -531673.622232
  nChanged 5
		SP:Iteration 37Q (148134.010000 sec): 3 clusters
  Score: Raw -534516.287760 + Penalty 2841.336627 = -531674.951133
  nChanged 7
		SP:Iteration 38Q (148134.110000 sec): 3 clusters
  Score: Raw -534517.645555 + Penalty 2841.336627 = -531676.308928
  nChanged 10
		SP:Iteration 39Q (148134.220000 sec): 3 clusters
  Score: Raw -534520.065842 + Penalty 2841.336627 = -531678.729215
  nChanged 9
		SP:Iteration 40F (148134.320000 sec): 3 clusters
  Score: Raw -534522.512536 + Penalty 2841.336627 = -531681.175908
  nChanged 15
		SP:Iteration 41Q (148134.420000 sec): 3 clusters
  Score: Raw -534529.254377 + Penalty 2841.336627 = -531687.917750
  nChanged 16
		SP:Iteration 42Q (148134.520000 sec): 3 clusters
  Score: Raw -534534.991132 + Penalty 2841.336627 = -531693.654505
  nChanged 14
		SP:Iteration 43Q (148134.620000 sec): 3 clusters
  Score: Raw -534539.427583 + Penalty 2841.336627 = -531698.090956
  nChanged 11
		SP:Iteration 44Q (148134.730000 sec): 3 clusters
  Score: Raw -534542.054398 + Penalty 2841.336627 = -531700.717771
  nChanged 13
		SP:Iteration 45Q (148134.830000 sec): 3 clusters
  Score: Raw -534544.733033 + Penalty 2841.336627 = -531703.396406
  nChanged 7
		SP:Iteration 46Q (148134.930000 sec): 3 clusters
  Score: Raw -534546.509630 + Penalty 2841.336627 = -531705.173003
  nChanged 6
		SP:Iteration 47Q (148135.030000 sec): 3 clusters
  Score: Raw -534548.590116 + Penalty 2841.336627 = -531707.253488
  nChanged 9
		SP:Iteration 48Q (148135.140000 sec): 3 clusters
  Score: Raw -534550.463972 + Penalty 2841.336627 = -531709.127345
  nChanged 4
		SP:Iteration 49Q (148135.240000 sec): 3 clusters
  Score: Raw -534551.302655 + Penalty 2841.336627 = -531709.966028
  nChanged 2
		SP:Iteration 50Q (148135.340000 sec): 3 clusters
  Score: Raw -534551.580372 + Penalty 2841.336627 = -531710.243744
  nChanged 2
		SP:Iteration 51Q (148135.440000 sec): 3 clusters
  Score: Raw -534551.715575 + Penalty 2841.336627 = -531710.378947
  nChanged 0
		SP:Iteration 52F (148135.540000 sec): 3 clusters
  Score: Raw -534551.715575 + Penalty 2841.336627 = -531710.378947
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 9 (1768 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (148135.610000 sec): 2 clusters
  Score: Raw -158256.616231 + Penalty 1215.110690 = -157041.505542
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (148135.640000 sec): 3 clusters
  Score: Raw -157501.512594 + Penalty 2430.221379 = -155071.291215
  nChanged 624
		SP:Iteration 1F (148135.680000 sec): 3 clusters
  Score: Raw -157938.606730 + Penalty 2430.221379 = -155508.385351
  nChanged 148
		SP:Iteration 2F (148135.710000 sec): 3 clusters
  Score: Raw -158073.752023 + Penalty 2430.221379 = -155643.530644
  nChanged 97
		SP:Iteration 3F (148135.740000 sec): 3 clusters
  Score: Raw -158188.468300 + Penalty 2430.221379 = -155758.246921
  nChanged 89
		SP:Iteration 4F (148135.770000 sec): 3 clusters
  Score: Raw -158301.731365 + Penalty 2430.221379 = -155871.509986
  nChanged 92
		SP:Iteration 5F (148135.810000 sec): 3 clusters
  Score: Raw -158397.846374 + Penalty 2430.221379 = -155967.624995
  nChanged 76
		SP:Iteration 6Q (148135.840000 sec): 3 clusters
  Score: Raw -158484.673760 + Penalty 2430.221379 = -156054.452381
  nChanged 67
		SP:Iteration 7Q (148135.870000 sec): 3 clusters
  Score: Raw -158564.072040 + Penalty 2430.221379 = -156133.850661
  nChanged 53
		SP:Iteration 8Q (148135.910000 sec): 3 clusters
  Score: Raw -158610.888212 + Penalty 2430.221379 = -156180.666833
  nChanged 33
		SP:Iteration 9Q (148135.940000 sec): 3 clusters
  Score: Raw -158642.841895 + Penalty 2430.221379 = -156212.620516
  nChanged 35
		SP:Iteration 10Q (148135.970000 sec): 3 clusters
  Score: Raw -158665.741480 + Penalty 2430.221379 = -156235.520101
  nChanged 12
		SP:Iteration 11Q (148136.010000 sec): 3 clusters
  Score: Raw -158676.918109 + Penalty 2430.221379 = -156246.696730
  nChanged 14
		SP:Iteration 12Q (148136.040000 sec): 3 clusters
  Score: Raw -158685.538125 + Penalty 2430.221379 = -156255.316746
  nChanged 7
		SP:Iteration 13Q (148136.080000 sec): 3 clusters
  Score: Raw -158689.673594 + Penalty 2430.221379 = -156259.452215
  nChanged 3
		SP:Iteration 14Q (148136.110000 sec): 3 clusters
  Score: Raw -158691.244347 + Penalty 2430.221379 = -156261.022968
  nChanged 1
		SP:Iteration 15Q (148136.140000 sec): 3 clusters
  Score: Raw -158691.821621 + Penalty 2430.221379 = -156261.600242
  nChanged 0
		SP:Iteration 16F (148136.170000 sec): 3 clusters
  Score: Raw -158691.821621 + Penalty 2430.221379 = -156261.600242
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 10 (18414 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (148136.360000 sec): 2 clusters
  Score: Raw -1513350.555592 + Penalty 1595.890810 = -1511754.664782
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (148136.630000 sec): 3 clusters
  Score: Raw -1502352.272251 + Penalty 3191.781620 = -1499160.490631
  nChanged 8233
		SP:Iteration 1F (148136.850000 sec): 3 clusters
  Score: Raw -1507167.414613 + Penalty 3191.781620 = -1503975.632993
  nChanged 1221
		SP:Iteration 2F (148137.130000 sec): 3 clusters
  Score: Raw -1507791.928635 + Penalty 3191.781620 = -1504600.147015
  nChanged 1181
		SP:Iteration 3F (148137.340000 sec): 3 clusters
  Score: Raw -1508484.176952 + Penalty 3191.781620 = -1505292.395332
  nChanged 1247
		SP:Iteration 4F (148137.620000 sec): 3 clusters
  Score: Raw -1509323.864995 + Penalty 3191.781620 = -1506132.083375
  nChanged 1274
		SP:Iteration 5F (148137.860000 sec): 3 clusters
  Score: Raw -1510221.970139 + Penalty 3191.781620 = -1507030.188519
  nChanged 1171
		SP:Iteration 6F (148138.120000 sec): 3 clusters
  Score: Raw -1511034.341966 + Penalty 3191.781620 = -1507842.560346
  nChanged 985
		SP:Iteration 7F (148138.350000 sec): 3 clusters
  Score: Raw -1511659.639756 + Penalty 3191.781620 = -1508467.858136
  nChanged 755
		SP:Iteration 8Q (148138.620000 sec): 3 clusters
  Score: Raw -1512128.171840 + Penalty 3191.781620 = -1508936.390220
  nChanged 580
		SP:Iteration 9Q (148138.860000 sec): 3 clusters
  Score: Raw -1512482.617472 + Penalty 3191.781620 = -1509290.835852
  nChanged 489
		SP:Iteration 10Q (148139.090000 sec): 3 clusters
  Score: Raw -1512787.547053 + Penalty 3191.781620 = -1509595.765433
  nChanged 377
		SP:Iteration 11Q (148139.330000 sec): 3 clusters
  Score: Raw -1513023.663652 + Penalty 3191.781620 = -1509831.882032
  nChanged 317
		SP:Iteration 12Q (148139.590000 sec): 3 clusters
  Score: Raw -1513176.903040 + Penalty 3191.781620 = -1509985.121420
  nChanged 246
		SP:Iteration 13Q (148139.820000 sec): 3 clusters
  Score: Raw -1513279.742188 + Penalty 3191.781620 = -1510087.960568
  nChanged 199
		SP:Iteration 14Q (148140.080000 sec): 3 clusters
  Score: Raw -1513352.347461 + Penalty 3191.781620 = -1510160.565841
  nChanged 162
		SP:Iteration 15Q (148140.310000 sec): 3 clusters
  Score: Raw -1513410.107150 + Penalty 3191.781620 = -1510218.325529
  nChanged 141
		SP:Iteration 16Q (148140.560000 sec): 3 clusters
  Score: Raw -1513454.943160 + Penalty 3191.781620 = -1510263.161539
  nChanged 122
		SP:Iteration 17Q (148140.790000 sec): 3 clusters
  Score: Raw -1513491.222372 + Penalty 3191.781620 = -1510299.440751
  nChanged 113
		SP:Iteration 18Q (148141.040000 sec): 3 clusters
  Score: Raw -1513520.908812 + Penalty 3191.781620 = -1510329.127192
  nChanged 89
		SP:Iteration 19Q (148141.270000 sec): 3 clusters
  Score: Raw -1513544.123937 + Penalty 3191.781620 = -1510352.342316
  nChanged 84
		SP:Iteration 20F (148141.530000 sec): 3 clusters
  Score: Raw -1513568.967642 + Penalty 3191.781620 = -1510377.186022
  nChanged 91
		SP:Iteration 21Q (148141.750000 sec): 3 clusters
  Score: Raw -1513590.848330 + Penalty 3191.781620 = -1510399.066710
  nChanged 68
		SP:Iteration 22Q (148142.000000 sec): 3 clusters
  Score: Raw -1513609.134747 + Penalty 3191.781620 = -1510417.353126
  nChanged 85
		SP:Iteration 23Q (148142.210000 sec): 3 clusters
  Score: Raw -1513631.774342 + Penalty 3191.781620 = -1510439.992722
  nChanged 65
		SP:Iteration 24Q (148142.440000 sec): 3 clusters
  Score: Raw -1513645.978685 + Penalty 3191.781620 = -1510454.197065
  nChanged 63
		SP:Iteration 25Q (148142.690000 sec): 3 clusters
  Score: Raw -1513661.004388 + Penalty 3191.781620 = -1510469.222768
  nChanged 55
		SP:Iteration 26Q (148142.910000 sec): 3 clusters
  Score: Raw -1513672.468300 + Penalty 3191.781620 = -1510480.686680
  nChanged 41
		SP:Iteration 27Q (148143.160000 sec): 3 clusters
  Score: Raw -1513680.073980 + Penalty 3191.781620 = -1510488.292360
  nChanged 39
		SP:Iteration 28Q (148143.370000 sec): 3 clusters
  Score: Raw -1513686.545180 + Penalty 3191.781620 = -1510494.763559
  nChanged 38
		SP:Iteration 29Q (148143.600000 sec): 3 clusters
  Score: Raw -1513694.891140 + Penalty 3191.781620 = -1510503.109519
  nChanged 39
		SP:Iteration 30Q (148143.840000 sec): 3 clusters
  Score: Raw -1513703.484178 + Penalty 3191.781620 = -1510511.702558
  nChanged 29
		SP:Iteration 31Q (148144.060000 sec): 3 clusters
  Score: Raw -1513709.187592 + Penalty 3191.781620 = -1510517.405972
  nChanged 25
		SP:Iteration 32Q (148144.310000 sec): 3 clusters
  Score: Raw -1513713.212410 + Penalty 3191.781620 = -1510521.430790
  nChanged 15
		SP:Iteration 33Q (148144.520000 sec): 3 clusters
  Score: Raw -1513715.480714 + Penalty 3191.781620 = -1510523.699094
  nChanged 10
		SP:Iteration 34Q (148144.740000 sec): 3 clusters
  Score: Raw -1513717.051592 + Penalty 3191.781620 = -1510525.269972
  nChanged 11
		SP:Iteration 35Q (148144.990000 sec): 3 clusters
  Score: Raw -1513718.466040 + Penalty 3191.781620 = -1510526.684420
  nChanged 8
		SP:Iteration 36Q (148145.210000 sec): 3 clusters
  Score: Raw -1513719.766886 + Penalty 3191.781620 = -1510527.985266
  nChanged 8
		SP:Iteration 37Q (148145.460000 sec): 3 clusters
  Score: Raw -1513721.393618 + Penalty 3191.781620 = -1510529.611997
  nChanged 14
		SP:Iteration 38Q (148145.670000 sec): 3 clusters
  Score: Raw -1513724.190410 + Penalty 3191.781620 = -1510532.408790
  nChanged 10
		SP:Iteration 39Q (148145.900000 sec): 3 clusters
  Score: Raw -1513725.829893 + Penalty 3191.781620 = -1510534.048273
  nChanged 9
		SP:Iteration 40F (148146.150000 sec): 3 clusters
  Score: Raw -1513727.507804 + Penalty 3191.781620 = -1510535.726183
  nChanged 12
		SP:Iteration 41Q (148146.380000 sec): 3 clusters
  Score: Raw -1513730.421134 + Penalty 3191.781620 = -1510538.639513
  nChanged 16
		SP:Iteration 42Q (148146.630000 sec): 3 clusters
  Score: Raw -1513733.894157 + Penalty 3191.781620 = -1510542.112537
  nChanged 18
		SP:Iteration 43Q (148146.830000 sec): 3 clusters
  Score: Raw -1513737.210800 + Penalty 3191.781620 = -1510545.429180
  nChanged 18
		SP:Iteration 44Q (148147.110000 sec): 3 clusters
  Score: Raw -1513740.308537 + Penalty 3191.781620 = -1510548.526916
  nChanged 17
		SP:Iteration 45Q (148147.310000 sec): 3 clusters
  Score: Raw -1513743.960950 + Penalty 3191.781620 = -1510552.179330
  nChanged 23
		SP:Iteration 46Q (148147.520000 sec): 3 clusters
  Score: Raw -1513748.404417 + Penalty 3191.781620 = -1510556.622797
  nChanged 12
		SP:Iteration 47Q (148147.770000 sec): 3 clusters
  Score: Raw -1513750.386640 + Penalty 3191.781620 = -1510558.605020
  nChanged 15
		SP:Iteration 48Q (148147.970000 sec): 3 clusters
  Score: Raw -1513753.343059 + Penalty 3191.781620 = -1510561.561438
  nChanged 16
		SP:Iteration 49Q (148148.180000 sec): 3 clusters
  Score: Raw -1513756.224552 + Penalty 3191.781620 = -1510564.442932
  nChanged 20
		SP:Iteration 50Q (148148.430000 sec): 3 clusters
  Score: Raw -1513760.071168 + Penalty 3191.781620 = -1510568.289547
  nChanged 20
		SP:Iteration 51Q (148148.630000 sec): 3 clusters
  Score: Raw -1513763.522539 + Penalty 3191.781620 = -1510571.740919
  nChanged 14
		SP:Iteration 52Q (148148.860000 sec): 3 clusters
  Score: Raw -1513765.636406 + Penalty 3191.781620 = -1510573.854786
  nChanged 11
		SP:Iteration 53Q (148149.110000 sec): 3 clusters
  Score: Raw -1513767.663563 + Penalty 3191.781620 = -1510575.881943
  nChanged 14
		SP:Iteration 54Q (148149.330000 sec): 3 clusters
  Score: Raw -1513770.870766 + Penalty 3191.781620 = -1510579.089146
  nChanged 15
		SP:Iteration 55Q (148149.580000 sec): 3 clusters
  Score: Raw -1513772.995627 + Penalty 3191.781620 = -1510581.214007
  nChanged 10
		SP:Iteration 56Q (148149.780000 sec): 3 clusters
  Score: Raw -1513774.746143 + Penalty 3191.781620 = -1510582.964523
  nChanged 5
		SP:Iteration 57Q (148150.010000 sec): 3 clusters
  Score: Raw -1513775.306863 + Penalty 3191.781620 = -1510583.525242
  nChanged 4
		SP:Iteration 58Q (148150.250000 sec): 3 clusters
  Score: Raw -1513775.836358 + Penalty 3191.781620 = -1510584.054738
  nChanged 3
		SP:Iteration 59Q (148150.470000 sec): 3 clusters
  Score: Raw -1513776.307282 + Penalty 3191.781620 = -1510584.525662
  nChanged 2
		SP:Iteration 60F (148150.730000 sec): 3 clusters
  Score: Raw -1513776.568088 + Penalty 3191.781620 = -1510584.786468
  nChanged 4
		SP:Iteration 61Q (148150.940000 sec): 3 clusters
  Score: Raw -1513777.153124 + Penalty 3191.781620 = -1510585.371504
  nChanged 6
		SP:Iteration 62Q (148151.170000 sec): 3 clusters
  Score: Raw -1513778.479798 + Penalty 3191.781620 = -1510586.698178
  nChanged 13
		SP:Iteration 63Q (148151.410000 sec): 3 clusters
  Score: Raw -1513781.050346 + Penalty 3191.781620 = -1510589.268726
  nChanged 12
		SP:Iteration 64Q (148151.630000 sec): 3 clusters
  Score: Raw -1513783.246043 + Penalty 3191.781620 = -1510591.464423
  nChanged 12
		SP:Iteration 65Q (148151.880000 sec): 3 clusters
  Score: Raw -1513786.829788 + Penalty 3191.781620 = -1510595.048167
  nChanged 20
		SP:Iteration 66Q (148152.080000 sec): 3 clusters
  Score: Raw -1513792.662640 + Penalty 3191.781620 = -1510600.881020
  nChanged 23
		SP:Iteration 67Q (148152.310000 sec): 3 clusters
  Score: Raw -1513798.517479 + Penalty 3191.781620 = -1510606.735858
  nChanged 18
		SP:Iteration 68Q (148152.550000 sec): 3 clusters
  Score: Raw -1513803.756691 + Penalty 3191.781620 = -1510611.975070
  nChanged 18
		SP:Iteration 69Q (148152.760000 sec): 3 clusters
  Score: Raw -1513808.247303 + Penalty 3191.781620 = -1510616.465683
  nChanged 12
		SP:Iteration 70Q (148152.990000 sec): 3 clusters
  Score: Raw -1513810.139095 + Penalty 3191.781620 = -1510618.357474
  nChanged 13
		SP:Iteration 71Q (148153.230000 sec): 3 clusters
  Score: Raw -1513814.099374 + Penalty 3191.781620 = -1510622.317753
  nChanged 14
		SP:Iteration 72Q (148153.460000 sec): 3 clusters
  Score: Raw -1513817.260605 + Penalty 3191.781620 = -1510625.478985
  nChanged 12
		SP:Iteration 73Q (148153.700000 sec): 3 clusters
  Score: Raw -1513819.182258 + Penalty 3191.781620 = -1510627.400638
  nChanged 13
		SP:Iteration 74Q (148153.920000 sec): 3 clusters
  Score: Raw -1513820.743258 + Penalty 3191.781620 = -1510628.961638
  nChanged 5
		SP:Iteration 75Q (148154.170000 sec): 3 clusters
  Score: Raw -1513821.369556 + Penalty 3191.781620 = -1510629.587936
  nChanged 5
		SP:Iteration 76Q (148154.370000 sec): 3 clusters
  Score: Raw -1513821.854272 + Penalty 3191.781620 = -1510630.072652
  nChanged 1
		SP:Iteration 77Q (148154.570000 sec): 3 clusters
  Score: Raw -1513822.056552 + Penalty 3191.781620 = -1510630.274932
  nChanged 2
		SP:Iteration 78Q (148154.800000 sec): 3 clusters
  Score: Raw -1513822.326620 + Penalty 3191.781620 = -1510630.544999
  nChanged 0
		SP:Iteration 79F (148155.050000 sec): 3 clusters
  Score: Raw -1513822.326620 + Penalty 3191.781620 = -1510630.544999
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 11 (1641 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (148155.110000 sec): 2 clusters
  Score: Raw -138955.741026 + Penalty 1202.997427 = -137752.743599
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (148155.150000 sec): 3 clusters
  Score: Raw -138274.089222 + Penalty 2405.994855 = -135868.094368
  nChanged 562
		SP:Iteration 1F (148155.180000 sec): 3 clusters
  Score: Raw -138680.853223 + Penalty 2405.994855 = -136274.858369
  nChanged 151
		SP:Iteration 2F (148155.210000 sec): 3 clusters
  Score: Raw -138817.115819 + Penalty 2405.994855 = -136411.120964
  nChanged 90
		SP:Iteration 3F (148155.240000 sec): 3 clusters
  Score: Raw -138908.740492 + Penalty 2405.994855 = -136502.745638
  nChanged 85
		SP:Iteration 4F (148155.270000 sec): 3 clusters
  Score: Raw -138993.427497 + Penalty 2405.994855 = -136587.432642
  nChanged 86
		SP:Iteration 5F (148155.300000 sec): 3 clusters
  Score: Raw -139100.115858 + Penalty 2405.994855 = -136694.121004
  nChanged 74
		SP:Iteration 6Q (148155.330000 sec): 3 clusters
  Score: Raw -139185.217919 + Penalty 2405.994855 = -136779.223065
  nChanged 63
		SP:Iteration 7Q (148155.370000 sec): 3 clusters
  Score: Raw -139262.835532 + Penalty 2405.994855 = -136856.840678
  nChanged 46
		SP:Iteration 8Q (148155.400000 sec): 3 clusters
  Score: Raw -139314.010702 + Penalty 2405.994855 = -136908.015848
  nChanged 40
		SP:Iteration 9Q (148155.430000 sec): 3 clusters
  Score: Raw -139369.612936 + Penalty 2405.994855 = -136963.618081
  nChanged 37
		SP:Iteration 10Q (148155.460000 sec): 3 clusters
  Score: Raw -139418.993836 + Penalty 2405.994855 = -137012.998981
  nChanged 27
		SP:Iteration 11Q (148155.490000 sec): 3 clusters
  Score: Raw -139452.796671 + Penalty 2405.994855 = -137046.801817
  nChanged 22
		SP:Iteration 12Q (148155.520000 sec): 3 clusters
  Score: Raw -139486.638795 + Penalty 2405.994855 = -137080.643941
  nChanged 28
		SP:Iteration 13Q (148155.550000 sec): 3 clusters
  Score: Raw -139523.284109 + Penalty 2405.994855 = -137117.289255
  nChanged 26
		SP:Iteration 14Q (148155.580000 sec): 3 clusters
  Score: Raw -139546.602516 + Penalty 2405.994855 = -137140.607661
  nChanged 16
		SP:Iteration 15Q (148155.610000 sec): 3 clusters
  Score: Raw -139563.622935 + Penalty 2405.994855 = -137157.628080
  nChanged 19
		SP:Iteration 16Q (148155.650000 sec): 3 clusters
  Score: Raw -139587.312269 + Penalty 2405.994855 = -137181.317414
  nChanged 18
		SP:Iteration 17Q (148155.670000 sec): 3 clusters
  Score: Raw -139610.367664 + Penalty 2405.994855 = -137204.372810
  nChanged 18
		SP:Iteration 18Q (148155.710000 sec): 3 clusters
  Score: Raw -139632.115900 + Penalty 2405.994855 = -137226.121045
  nChanged 10
		SP:Iteration 19Q (148155.740000 sec): 3 clusters
  Score: Raw -139639.434570 + Penalty 2405.994855 = -137233.439715
  nChanged 8
		SP:Iteration 20F (148155.770000 sec): 3 clusters
  Score: Raw -139644.182498 + Penalty 2405.994855 = -137238.187644
  nChanged 2
		SP:Iteration 21Q (148155.800000 sec): 3 clusters
  Score: Raw -139645.367170 + Penalty 2405.994855 = -137239.372315
  nChanged 1
		SP:Iteration 22Q (148155.830000 sec): 3 clusters
  Score: Raw -139645.997126 + Penalty 2405.994855 = -137240.002272
  nChanged 1
		SP:Iteration 23Q (148155.860000 sec): 3 clusters
  Score: Raw -139646.862831 + Penalty 2405.994855 = -137240.867976
  nChanged 1
		SP:Iteration 24Q (148155.890000 sec): 3 clusters
  Score: Raw -139647.116673 + Penalty 2405.994855 = -137241.121818
  nChanged 0
		SP:Iteration 25F (148155.920000 sec): 3 clusters
  Score: Raw -139647.116673 + Penalty 2405.994855 = -137241.121818
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 12 (10768 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (148156.040000 sec): 2 clusters
  Score: Raw -956139.243013 + Penalty 1508.704283 = -954630.538730
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (148156.240000 sec): 3 clusters
  Score: Raw -950007.433294 + Penalty 3017.408567 = -946990.024727
  nChanged 4707
		SP:Iteration 1F (148156.390000 sec): 3 clusters
  Score: Raw -952547.185706 + Penalty 3017.408567 = -949529.777139
  nChanged 621
		SP:Iteration 2F (148156.530000 sec): 3 clusters
  Score: Raw -952800.545777 + Penalty 3017.408567 = -949783.137210
  nChanged 541
		SP:Iteration 3F (148156.710000 sec): 3 clusters
  Score: Raw -953032.394024 + Penalty 3017.408567 = -950014.985457
  nChanged 496
		SP:Iteration 4Q (148156.870000 sec): 3 clusters
  Score: Raw -953248.090484 + Penalty 3017.408567 = -950230.681917
  nChanged 486
		SP:Iteration 5Q (148157.050000 sec): 3 clusters
  Score: Raw -953488.498721 + Penalty 3017.408567 = -950471.090154
  nChanged 469
		SP:Iteration 6Q (148157.210000 sec): 3 clusters
  Score: Raw -953724.498195 + Penalty 3017.408567 = -950707.089628
  nChanged 512
		SP:Iteration 7Q (148157.390000 sec): 3 clusters
  Score: Raw -954008.895156 + Penalty 3017.408567 = -950991.486589
  nChanged 584
		SP:Iteration 8F (148157.550000 sec): 3 clusters
  Score: Raw -954404.930018 + Penalty 3017.408567 = -951387.521451
  nChanged 632
		SP:Iteration 9F (148157.710000 sec): 3 clusters
  Score: Raw -954865.744844 + Penalty 3017.408567 = -951848.336278
  nChanged 618
		SP:Iteration 10F (148157.910000 sec): 3 clusters
  Score: Raw -955326.493146 + Penalty 3017.408567 = -952309.084579
  nChanged 487
		SP:Iteration 11Q (148158.060000 sec): 3 clusters
  Score: Raw -955654.517269 + Penalty 3017.408567 = -952637.108702
  nChanged 378
		SP:Iteration 12Q (148158.220000 sec): 3 clusters
  Score: Raw -955909.153944 + Penalty 3017.408567 = -952891.745377
  nChanged 303
		SP:Iteration 13Q (148158.370000 sec): 3 clusters
  Score: Raw -956133.510771 + Penalty 3017.408567 = -953116.102204
  nChanged 238
		SP:Iteration 14Q (148158.550000 sec): 3 clusters
  Score: Raw -956339.281747 + Penalty 3017.408567 = -953321.873180
  nChanged 207
		SP:Iteration 15Q (148158.710000 sec): 3 clusters
  Score: Raw -956517.035103 + Penalty 3017.408567 = -953499.626536
  nChanged 184
		SP:Iteration 16Q (148158.870000 sec): 3 clusters
  Score: Raw -956662.744035 + Penalty 3017.408567 = -953645.335468
  nChanged 163
		SP:Iteration 17Q (148159.050000 sec): 3 clusters
  Score: Raw -956769.837216 + Penalty 3017.408567 = -953752.428649
  nChanged 126
		SP:Iteration 18Q (148159.200000 sec): 3 clusters
  Score: Raw -956836.047751 + Penalty 3017.408567 = -953818.639184
  nChanged 114
		SP:Iteration 19Q (148159.370000 sec): 3 clusters
  Score: Raw -956891.232928 + Penalty 3017.408567 = -953873.824361
  nChanged 99
		SP:Iteration 20F (148159.520000 sec): 3 clusters
  Score: Raw -956938.371076 + Penalty 3017.408567 = -953920.962509
  nChanged 84
		SP:Iteration 21Q (148159.690000 sec): 3 clusters
  Score: Raw -956967.188761 + Penalty 3017.408567 = -953949.780195
  nChanged 70
		SP:Iteration 22Q (148159.840000 sec): 3 clusters
  Score: Raw -956988.544946 + Penalty 3017.408567 = -953971.136379
  nChanged 73
		SP:Iteration 23Q (148159.990000 sec): 3 clusters
  Score: Raw -957011.444577 + Penalty 3017.408567 = -953994.036010
  nChanged 64
		SP:Iteration 24Q (148160.170000 sec): 3 clusters
  Score: Raw -957034.243042 + Penalty 3017.408567 = -954016.834475
  nChanged 51
		SP:Iteration 25Q (148160.320000 sec): 3 clusters
  Score: Raw -957046.600391 + Penalty 3017.408567 = -954029.191824
  nChanged 45
		SP:Iteration 26Q (148160.470000 sec): 3 clusters
  Score: Raw -957057.404986 + Penalty 3017.408567 = -954039.996419
  nChanged 30
		SP:Iteration 27Q (148160.660000 sec): 3 clusters
  Score: Raw -957065.420625 + Penalty 3017.408567 = -954048.012058
  nChanged 34
		SP:Iteration 28Q (148160.810000 sec): 3 clusters
  Score: Raw -957074.044364 + Penalty 3017.408567 = -954056.635797
  nChanged 36
		SP:Iteration 29Q (148160.970000 sec): 3 clusters
  Score: Raw -957082.431727 + Penalty 3017.408567 = -954065.023160
  nChanged 39
		SP:Iteration 30Q (148161.130000 sec): 3 clusters
  Score: Raw -957092.132590 + Penalty 3017.408567 = -954074.724023
  nChanged 36
		SP:Iteration 31Q (148161.280000 sec): 3 clusters
  Score: Raw -957101.424431 + Penalty 3017.408567 = -954084.015865
  nChanged 32
		SP:Iteration 32Q (148161.460000 sec): 3 clusters
  Score: Raw -957113.823127 + Penalty 3017.408567 = -954096.414560
  nChanged 42
		SP:Iteration 33Q (148161.610000 sec): 3 clusters
  Score: Raw -957122.401022 + Penalty 3017.408567 = -954104.992456
  nChanged 37
		SP:Iteration 34Q (148161.770000 sec): 3 clusters
  Score: Raw -957129.522127 + Penalty 3017.408567 = -954112.113560
  nChanged 32
		SP:Iteration 35Q (148161.930000 sec): 3 clusters
  Score: Raw -957135.809707 + Penalty 3017.408567 = -954118.401140
  nChanged 27
		SP:Iteration 36Q (148162.080000 sec): 3 clusters
  Score: Raw -957141.625800 + Penalty 3017.408567 = -954124.217234
  nChanged 22
		SP:Iteration 37Q (148162.270000 sec): 3 clusters
  Score: Raw -957146.898276 + Penalty 3017.408567 = -954129.489709
  nChanged 33
		SP:Iteration 38Q (148162.410000 sec): 3 clusters
  Score: Raw -957153.552736 + Penalty 3017.408567 = -954136.144169
  nChanged 31
		SP:Iteration 39Q (148162.580000 sec): 3 clusters
  Score: Raw -957159.950685 + Penalty 3017.408567 = -954142.542119
  nChanged 27
		SP:Iteration 40F (148162.770000 sec): 3 clusters
  Score: Raw -957164.832929 + Penalty 3017.408567 = -954147.424362
  nChanged 15
		SP:Iteration 41Q (148162.910000 sec): 3 clusters
  Score: Raw -957167.707853 + Penalty 3017.408567 = -954150.299286
  nChanged 19
		SP:Iteration 42Q (148163.080000 sec): 3 clusters
  Score: Raw -957170.692468 + Penalty 3017.408567 = -954153.283901
  nChanged 17
		SP:Iteration 43Q (148163.230000 sec): 3 clusters
  Score: Raw -957174.649815 + Penalty 3017.408567 = -954157.241248
  nChanged 18
		SP:Iteration 44Q (148163.390000 sec): 3 clusters
  Score: Raw -957177.657747 + Penalty 3017.408567 = -954160.249180
  nChanged 13
		SP:Iteration 45Q (148163.610000 sec): 3 clusters
  Score: Raw -957179.440140 + Penalty 3017.408567 = -954162.031574
  nChanged 14
		SP:Iteration 46Q (148163.770000 sec): 3 clusters
  Score: Raw -957181.783990 + Penalty 3017.408567 = -954164.375423
  nChanged 12
		SP:Iteration 47Q (148163.910000 sec): 3 clusters
  Score: Raw -957183.375516 + Penalty 3017.408567 = -954165.966949
  nChanged 10
		SP:Iteration 48Q (148164.070000 sec): 3 clusters
  Score: Raw -957184.408615 + Penalty 3017.408567 = -954167.000048
  nChanged 10
		SP:Iteration 49Q (148164.250000 sec): 3 clusters
  Score: Raw -957185.686766 + Penalty 3017.408567 = -954168.278199
  nChanged 6
		SP:Iteration 50Q (148164.400000 sec): 3 clusters
  Score: Raw -957186.568877 + Penalty 3017.408567 = -954169.160311
  nChanged 7
		SP:Iteration 51Q (148164.570000 sec): 3 clusters
  Score: Raw -957187.514626 + Penalty 3017.408567 = -954170.106059
  nChanged 10
		SP:Iteration 52Q (148164.720000 sec): 3 clusters
  Score: Raw -957188.611319 + Penalty 3017.408567 = -954171.202752
  nChanged 6
		SP:Iteration 53Q (148164.870000 sec): 3 clusters
  Score: Raw -957189.585462 + Penalty 3017.408567 = -954172.176895
  nChanged 4
		SP:Iteration 54Q (148165.060000 sec): 3 clusters
  Score: Raw -957190.194187 + Penalty 3017.408567 = -954172.785621
  nChanged 4
		SP:Iteration 55Q (148165.210000 sec): 3 clusters
  Score: Raw -957190.551766 + Penalty 3017.408567 = -954173.143200
  nChanged 5
		SP:Iteration 56Q (148165.370000 sec): 3 clusters
  Score: Raw -957191.011838 + Penalty 3017.408567 = -954173.603271
  nChanged 7
		SP:Iteration 57Q (148165.520000 sec): 3 clusters
  Score: Raw -957191.688945 + Penalty 3017.408567 = -954174.280378
  nChanged 8
		SP:Iteration 58Q (148165.680000 sec): 3 clusters
  Score: Raw -957192.440377 + Penalty 3017.408567 = -954175.031810
  nChanged 4
		SP:Iteration 59Q (148165.860000 sec): 3 clusters
  Score: Raw -957192.828923 + Penalty 3017.408567 = -954175.420356
  nChanged 4
		SP:Iteration 60F (148166.020000 sec): 3 clusters
  Score: Raw -957193.240335 + Penalty 3017.408567 = -954175.831768
  nChanged 6
		SP:Iteration 61Q (148166.180000 sec): 3 clusters
  Score: Raw -957194.069501 + Penalty 3017.408567 = -954176.660934
  nChanged 4
		SP:Iteration 62Q (148166.340000 sec): 3 clusters
  Score: Raw -957194.603341 + Penalty 3017.408567 = -954177.194774
  nChanged 7
		SP:Iteration 63Q (148166.490000 sec): 3 clusters
  Score: Raw -957195.530273 + Penalty 3017.408567 = -954178.121706
  nChanged 9
		SP:Iteration 64Q (148166.680000 sec): 3 clusters
  Score: Raw -957197.174157 + Penalty 3017.408567 = -954179.765590
  nChanged 11
		SP:Iteration 65Q (148166.830000 sec): 3 clusters
  Score: Raw -957198.138719 + Penalty 3017.408567 = -954180.730152
  nChanged 7
		SP:Iteration 66Q (148166.990000 sec): 3 clusters
  Score: Raw -957198.685273 + Penalty 3017.408567 = -954181.276706
  nChanged 3
		SP:Iteration 67Q (148167.150000 sec): 3 clusters
  Score: Raw -957198.974475 + Penalty 3017.408567 = -954181.565908
  nChanged 4
		SP:Iteration 68Q (148167.300000 sec): 3 clusters
  Score: Raw -957199.348704 + Penalty 3017.408567 = -954181.940138
  nChanged 6
		SP:Iteration 69Q (148167.470000 sec): 3 clusters
  Score: Raw -957199.978456 + Penalty 3017.408567 = -954182.569889
  nChanged 4
		SP:Iteration 70Q (148167.620000 sec): 3 clusters
  Score: Raw -957200.190334 + Penalty 3017.408567 = -954182.781767
  nChanged 4
		SP:Iteration 71Q (148167.780000 sec): 3 clusters
  Score: Raw -957200.515728 + Penalty 3017.408567 = -954183.107161
  nChanged 3
		SP:Iteration 72Q (148167.960000 sec): 3 clusters
  Score: Raw -957200.847211 + Penalty 3017.408567 = -954183.438645
  nChanged 5
		SP:Iteration 73Q (148168.110000 sec): 3 clusters
  Score: Raw -957201.811255 + Penalty 3017.408567 = -954184.402688
  nChanged 5
		SP:Iteration 74Q (148168.280000 sec): 3 clusters
  Score: Raw -957202.417274 + Penalty 3017.408567 = -954185.008707
  nChanged 4
		SP:Iteration 75Q (148168.430000 sec): 3 clusters
  Score: Raw -957202.928279 + Penalty 3017.408567 = -954185.519713
  nChanged 3
		SP:Iteration 76Q (148168.580000 sec): 3 clusters
  Score: Raw -957203.366262 + Penalty 3017.408567 = -954185.957695
  nChanged 1
		SP:Iteration 77Q (148168.770000 sec): 3 clusters
  Score: Raw -957203.422033 + Penalty 3017.408567 = -954186.013466
  nChanged 1
		SP:Iteration 78Q (148168.920000 sec): 3 clusters
  Score: Raw -957203.550018 + Penalty 3017.408567 = -954186.141451
  nChanged 3
		SP:Iteration 79Q (148169.080000 sec): 3 clusters
  Score: Raw -957203.782413 + Penalty 3017.408567 = -954186.373847
  nChanged 1
		SP:Iteration 80F (148169.270000 sec): 3 clusters
  Score: Raw -957203.848435 + Penalty 3017.408567 = -954186.439868
  nChanged 2
		SP:Iteration 81Q (148169.400000 sec): 3 clusters
  Score: Raw -957204.141815 + Penalty 3017.408567 = -954186.733248
  nChanged 4
		SP:Iteration 82Q (148169.560000 sec): 3 clusters
  Score: Raw -957204.683416 + Penalty 3017.408567 = -954187.274849
  nChanged 4
		SP:Iteration 83Q (148169.700000 sec): 3 clusters
  Score: Raw -957205.332014 + Penalty 3017.408567 = -954187.923447
  nChanged 6
		SP:Iteration 84Q (148169.860000 sec): 3 clusters
  Score: Raw -957206.279149 + Penalty 3017.408567 = -954188.870582
  nChanged 5
		SP:Iteration 85Q (148170.050000 sec): 3 clusters
  Score: Raw -957206.658876 + Penalty 3017.408567 = -954189.250310
  nChanged 2
		SP:Iteration 86Q (148170.190000 sec): 3 clusters
  Score: Raw -957206.833036 + Penalty 3017.408567 = -954189.424469
  nChanged 1
		SP:Iteration 87Q (148170.360000 sec): 3 clusters
  Score: Raw -957206.944765 + Penalty 3017.408567 = -954189.536199
  nChanged 0
		SP:Iteration 88F (148170.520000 sec): 3 clusters
  Score: Raw -957206.944765 + Penalty 3017.408567 = -954189.536199
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 13 (5404 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (148170.600000 sec): 2 clusters
  Score: Raw -514597.398653 + Penalty 1396.670389 = -513200.728264
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (148170.740000 sec): 3 clusters
  Score: Raw -511759.109675 + Penalty 2793.340777 = -508965.768898
  nChanged 2167
		SP:Iteration 1F (148170.840000 sec): 3 clusters
  Score: Raw -512928.176606 + Penalty 2793.340777 = -510134.835829
  nChanged 396
		SP:Iteration 2F (148170.940000 sec): 3 clusters
  Score: Raw -513162.569142 + Penalty 2793.340777 = -510369.228365
  nChanged 338
		SP:Iteration 3F (148171.030000 sec): 3 clusters
  Score: Raw -513400.775039 + Penalty 2793.340777 = -510607.434262
  nChanged 299
		SP:Iteration 4F (148171.130000 sec): 3 clusters
  Score: Raw -513621.709437 + Penalty 2793.340777 = -510828.368660
  nChanged 269
		SP:Iteration 5Q (148171.230000 sec): 3 clusters
  Score: Raw -513808.396254 + Penalty 2793.340777 = -511015.055476
  nChanged 251
		SP:Iteration 6Q (148171.330000 sec): 3 clusters
  Score: Raw -513975.396768 + Penalty 2793.340777 = -511182.055990
  nChanged 224
		SP:Iteration 7Q (148171.420000 sec): 3 clusters
  Score: Raw -514122.873963 + Penalty 2793.340777 = -511329.533186
  nChanged 201
		SP:Iteration 8Q (148171.520000 sec): 3 clusters
  Score: Raw -514236.097547 + Penalty 2793.340777 = -511442.756770
  nChanged 168
		SP:Iteration 9Q (148171.620000 sec): 3 clusters
  Score: Raw -514337.665488 + Penalty 2793.340777 = -511544.324711
  nChanged 171
		SP:Iteration 10Q (148171.720000 sec): 3 clusters
  Score: Raw -514468.257847 + Penalty 2793.340777 = -511674.917070
  nChanged 174
		SP:Iteration 11Q (148171.820000 sec): 3 clusters
  Score: Raw -514629.967268 + Penalty 2793.340777 = -511836.626491
  nChanged 159
		SP:Iteration 12Q (148171.920000 sec): 3 clusters
  Score: Raw -514816.384460 + Penalty 2793.340777 = -512023.043682
  nChanged 122
		SP:Iteration 13Q (148172.010000 sec): 3 clusters
  Score: Raw -514937.912760 + Penalty 2793.340777 = -512144.571983
  nChanged 88
		SP:Iteration 14Q (148172.100000 sec): 3 clusters
  Score: Raw -515012.905503 + Penalty 2793.340777 = -512219.564726
  nChanged 71
		SP:Iteration 15Q (148172.200000 sec): 3 clusters
  Score: Raw -515064.288640 + Penalty 2793.340777 = -512270.947863
  nChanged 45
		SP:Iteration 16Q (148172.300000 sec): 3 clusters
  Score: Raw -515086.562241 + Penalty 2793.340777 = -512293.221464
  nChanged 21
		SP:Iteration 17Q (148172.390000 sec): 3 clusters
  Score: Raw -515094.134864 + Penalty 2793.340777 = -512300.794087
  nChanged 18
		SP:Iteration 18Q (148172.480000 sec): 3 clusters
  Score: Raw -515099.856624 + Penalty 2793.340777 = -512306.515846
  nChanged 15
		SP:Iteration 19Q (148172.580000 sec): 3 clusters
  Score: Raw -515104.868734 + Penalty 2793.340777 = -512311.527956
  nChanged 14
		SP:Iteration 20F (148172.670000 sec): 3 clusters
  Score: Raw -515110.525825 + Penalty 2793.340777 = -512317.185048
  nChanged 9
		SP:Iteration 21Q (148172.770000 sec): 3 clusters
  Score: Raw -515113.392021 + Penalty 2793.340777 = -512320.051244
  nChanged 9
		SP:Iteration 22Q (148172.860000 sec): 3 clusters
  Score: Raw -515115.367200 + Penalty 2793.340777 = -512322.026423
  nChanged 2
		SP:Iteration 23Q (148172.960000 sec): 3 clusters
  Score: Raw -515115.605005 + Penalty 2793.340777 = -512322.264228
  nChanged 1
		SP:Iteration 24Q (148173.050000 sec): 3 clusters
  Score: Raw -515115.689349 + Penalty 2793.340777 = -512322.348572
  nChanged 0
		SP:Iteration 25F (148173.140000 sec): 3 clusters
  Score: Raw -515115.689349 + Penalty 2793.340777 = -512322.348572
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 14 (2089 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (148173.210000 sec): 2 clusters
  Score: Raw -173747.270139 + Penalty 1242.221624 = -172505.048515
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (148173.250000 sec): 3 clusters
  Score: Raw -172841.414291 + Penalty 2484.443248 = -170356.971043
  nChanged 737
		SP:Iteration 1F (148173.290000 sec): 3 clusters
  Score: Raw -173423.247918 + Penalty 2484.443248 = -170938.804670
  nChanged 172
		SP:Iteration 2F (148173.330000 sec): 3 clusters
  Score: Raw -173566.122043 + Penalty 2484.443248 = -171081.678795
  nChanged 118
		SP:Iteration 3F (148173.360000 sec): 3 clusters
  Score: Raw -173659.797527 + Penalty 2484.443248 = -171175.354280
  nChanged 82
		SP:Iteration 4Q (148173.400000 sec): 3 clusters
  Score: Raw -173721.132261 + Penalty 2484.443248 = -171236.689013
  nChanged 60
		SP:Iteration 5Q (148173.440000 sec): 3 clusters
  Score: Raw -173763.141969 + Penalty 2484.443248 = -171278.698722
  nChanged 53
		SP:Iteration 6Q (148173.480000 sec): 3 clusters
  Score: Raw -173796.558622 + Penalty 2484.443248 = -171312.115374
  nChanged 43
		SP:Iteration 7Q (148173.520000 sec): 3 clusters
  Score: Raw -173827.414911 + Penalty 2484.443248 = -171342.971663
  nChanged 34
		SP:Iteration 8Q (148173.560000 sec): 3 clusters
  Score: Raw -173850.895965 + Penalty 2484.443248 = -171366.452717
  nChanged 30
		SP:Iteration 9Q (148173.600000 sec): 3 clusters
  Score: Raw -173872.467353 + Penalty 2484.443248 = -171388.024105
  nChanged 26
		SP:Iteration 10Q (148173.640000 sec): 3 clusters
  Score: Raw -173889.627411 + Penalty 2484.443248 = -171405.184163
  nChanged 25
		SP:Iteration 11Q (148173.680000 sec): 3 clusters
  Score: Raw -173903.678535 + Penalty 2484.443248 = -171419.235287
  nChanged 20
		SP:Iteration 12Q (148173.720000 sec): 3 clusters
  Score: Raw -173918.534822 + Penalty 2484.443248 = -171434.091575
  nChanged 22
		SP:Iteration 13Q (148173.760000 sec): 3 clusters
  Score: Raw -173936.567002 + Penalty 2484.443248 = -171452.123755
  nChanged 29
		SP:Iteration 14Q (148173.800000 sec): 3 clusters
  Score: Raw -173960.173901 + Penalty 2484.443248 = -171475.730653
  nChanged 18
		SP:Iteration 15Q (148173.840000 sec): 3 clusters
  Score: Raw -173970.532841 + Penalty 2484.443248 = -171486.089594
  nChanged 13
		SP:Iteration 16Q (148173.880000 sec): 3 clusters
  Score: Raw -173977.354407 + Penalty 2484.443248 = -171492.911159
  nChanged 10
		SP:Iteration 17Q (148173.920000 sec): 3 clusters
  Score: Raw -173981.721931 + Penalty 2484.443248 = -171497.278683
  nChanged 12
		SP:Iteration 18Q (148173.960000 sec): 3 clusters
  Score: Raw -173989.320100 + Penalty 2484.443248 = -171504.876853
  nChanged 14
		SP:Iteration 19Q (148174.000000 sec): 3 clusters
  Score: Raw -174001.274604 + Penalty 2484.443248 = -171516.831357
  nChanged 18
		SP:Iteration 20F (148174.040000 sec): 3 clusters
  Score: Raw -174011.935265 + Penalty 2484.443248 = -171527.492018
  nChanged 12
		SP:Iteration 21Q (148174.080000 sec): 3 clusters
  Score: Raw -174019.252034 + Penalty 2484.443248 = -171534.808786
  nChanged 12
		SP:Iteration 22Q (148174.120000 sec): 3 clusters
  Score: Raw -174026.379577 + Penalty 2484.443248 = -171541.936330
  nChanged 9
		SP:Iteration 23Q (148174.160000 sec): 3 clusters
  Score: Raw -174030.952693 + Penalty 2484.443248 = -171546.509446
  nChanged 5
		SP:Iteration 24Q (148174.200000 sec): 3 clusters
  Score: Raw -174032.718555 + Penalty 2484.443248 = -171548.275307
  nChanged 3
		SP:Iteration 25Q (148174.240000 sec): 3 clusters
  Score: Raw -174035.291497 + Penalty 2484.443248 = -171550.848250
  nChanged 4
		SP:Iteration 26Q (148174.280000 sec): 3 clusters
  Score: Raw -174038.966606 + Penalty 2484.443248 = -171554.523358
  nChanged 4
		SP:Iteration 27Q (148174.310000 sec): 3 clusters
  Score: Raw -174040.875018 + Penalty 2484.443248 = -171556.431771
  nChanged 6
		SP:Iteration 28Q (148174.350000 sec): 3 clusters
  Score: Raw -174043.045665 + Penalty 2484.443248 = -171558.602418
  nChanged 3
		SP:Iteration 29Q (148174.390000 sec): 3 clusters
  Score: Raw -174044.121306 + Penalty 2484.443248 = -171559.678059
  nChanged 4
		SP:Iteration 30Q (148174.430000 sec): 3 clusters
  Score: Raw -174047.037218 + Penalty 2484.443248 = -171562.593971
  nChanged 4
		SP:Iteration 31Q (148174.470000 sec): 3 clusters
  Score: Raw -174048.514729 + Penalty 2484.443248 = -171564.071482
  nChanged 1
		SP:Iteration 32Q (148174.510000 sec): 3 clusters
  Score: Raw -174048.814967 + Penalty 2484.443248 = -171564.371719
  nChanged 1
		SP:Iteration 33Q (148174.550000 sec): 3 clusters
  Score: Raw -174049.561632 + Penalty 2484.443248 = -171565.118385
  nChanged 0
		SP:Iteration 34F (148174.590000 sec): 3 clusters
  Score: Raw -174049.561632 + Penalty 2484.443248 = -171565.118385
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 15 (2426 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (148174.660000 sec): 2 clusters
  Score: Raw -225658.653388 + Penalty 1266.524852 = -224392.128536
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (148174.700000 sec): 3 clusters
  Score: Raw -224507.798283 + Penalty 2533.049704 = -221974.748579
  nChanged 895
		SP:Iteration 1F (148174.750000 sec): 3 clusters
  Score: Raw -225054.253858 + Penalty 2533.049704 = -222521.204154
  nChanged 188
		SP:Iteration 2F (148174.800000 sec): 3 clusters
  Score: Raw -225177.953325 + Penalty 2533.049704 = -222644.903621
  nChanged 122
		SP:Iteration 3F (148174.850000 sec): 3 clusters
  Score: Raw -225244.458966 + Penalty 2533.049704 = -222711.409262
  nChanged 67
		SP:Iteration 4Q (148174.900000 sec): 3 clusters
  Score: Raw -225279.514628 + Penalty 2533.049704 = -222746.464924
  nChanged 53
		SP:Iteration 5Q (148174.940000 sec): 3 clusters
  Score: Raw -225306.817016 + Penalty 2533.049704 = -222773.767312
  nChanged 45
		SP:Iteration 6Q (148174.990000 sec): 3 clusters
  Score: Raw -225335.624794 + Penalty 2533.049704 = -222802.575090
  nChanged 55
		SP:Iteration 7Q (148175.040000 sec): 3 clusters
  Score: Raw -225375.993184 + Penalty 2533.049704 = -222842.943480
  nChanged 68
		SP:Iteration 8Q (148175.090000 sec): 3 clusters
  Score: Raw -225432.246255 + Penalty 2533.049704 = -222899.196551
  nChanged 68
		SP:Iteration 9Q (148175.140000 sec): 3 clusters
  Score: Raw -225481.399284 + Penalty 2533.049704 = -222948.349580
  nChanged 53
		SP:Iteration 10Q (148175.190000 sec): 3 clusters
  Score: Raw -225528.019534 + Penalty 2533.049704 = -222994.969830
  nChanged 63
		SP:Iteration 11Q (148175.240000 sec): 3 clusters
  Score: Raw -225580.272839 + Penalty 2533.049704 = -223047.223135
  nChanged 75
		SP:Iteration 12Q (148175.280000 sec): 3 clusters
  Score: Raw -225641.659615 + Penalty 2533.049704 = -223108.609911
  nChanged 81
		SP:Iteration 13Q (148175.330000 sec): 3 clusters
  Score: Raw -225712.601130 + Penalty 2533.049704 = -223179.551426
  nChanged 84
		SP:Iteration 14Q (148175.380000 sec): 3 clusters
  Score: Raw -225808.926285 + Penalty 2533.049704 = -223275.876581
  nChanged 80
		SP:Iteration 15Q (148175.430000 sec): 3 clusters
  Score: Raw -225884.734659 + Penalty 2533.049704 = -223351.684955
  nChanged 83
		SP:Iteration 16Q (148175.480000 sec): 3 clusters
  Score: Raw -225983.862293 + Penalty 2533.049704 = -223450.812589
  nChanged 87
		SP:Iteration 17Q (148175.520000 sec): 3 clusters
  Score: Raw -226096.099483 + Penalty 2533.049704 = -223563.049778
  nChanged 83
		SP:Iteration 18Q (148175.570000 sec): 3 clusters
  Score: Raw -226200.081130 + Penalty 2533.049704 = -223667.031426
  nChanged 82
		SP:Iteration 19Q (148175.620000 sec): 3 clusters
  Score: Raw -226295.324061 + Penalty 2533.049704 = -223762.274357
  nChanged 69
		SP:Iteration 20F (148175.660000 sec): 3 clusters
  Score: Raw -226372.816983 + Penalty 2533.049704 = -223839.767279
  nChanged 49
		SP:Iteration 21Q (148175.710000 sec): 3 clusters
  Score: Raw -226424.331087 + Penalty 2533.049704 = -223891.281383
  nChanged 30
		SP:Iteration 22Q (148175.760000 sec): 3 clusters
  Score: Raw -226451.178236 + Penalty 2533.049704 = -223918.128532
  nChanged 35
		SP:Iteration 23Q (148175.800000 sec): 3 clusters
  Score: Raw -226479.004303 + Penalty 2533.049704 = -223945.954599
  nChanged 30
		SP:Iteration 24Q (148175.850000 sec): 3 clusters
  Score: Raw -226511.741967 + Penalty 2533.049704 = -223978.692263
  nChanged 23
		SP:Iteration 25Q (148175.890000 sec): 3 clusters
  Score: Raw -226534.555158 + Penalty 2533.049704 = -224001.505454
  nChanged 18
		SP:Iteration 26Q (148175.940000 sec): 3 clusters
  Score: Raw -226548.645690 + Penalty 2533.049704 = -224015.595986
  nChanged 13
		SP:Iteration 27Q (148175.980000 sec): 3 clusters
  Score: Raw -226557.969990 + Penalty 2533.049704 = -224024.920286
  nChanged 10
		SP:Iteration 28Q (148176.030000 sec): 3 clusters
  Score: Raw -226564.269862 + Penalty 2533.049704 = -224031.220158
  nChanged 7
		SP:Iteration 29Q (148176.080000 sec): 3 clusters
  Score: Raw -226568.404306 + Penalty 2533.049704 = -224035.354602
  nChanged 8
		SP:Iteration 30Q (148176.120000 sec): 3 clusters
  Score: Raw -226573.060895 + Penalty 2533.049704 = -224040.011191
  nChanged 4
		SP:Iteration 31Q (148176.170000 sec): 3 clusters
  Score: Raw -226574.136890 + Penalty 2533.049704 = -224041.087186
  nChanged 1
		SP:Iteration 32Q (148176.210000 sec): 3 clusters
  Score: Raw -226574.317076 + Penalty 2533.049704 = -224041.267372
  nChanged 0
		SP:Iteration 33F (148176.260000 sec): 3 clusters
  Score: Raw -226574.317076 + Penalty 2533.049704 = -224041.267372
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 16 (49448 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (148176.610000 sec): 2 clusters
  Score: Raw -4483901.386954 + Penalty 1756.409995 = -4482144.976959
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (148177.110000 sec): 3 clusters
  Score: Raw -4452624.499955 + Penalty 3512.819990 = -4449111.679965
  nChanged 23256
		SP:Iteration 1F (148177.620000 sec): 3 clusters
  Score: Raw -4465659.109776 + Penalty 3512.819990 = -4462146.289786
  nChanged 2003
		SP:Iteration 2Q (148178.160000 sec): 3 clusters
  Score: Raw -4466243.049557 + Penalty 3512.819990 = -4462730.229567
  nChanged 1940
		SP:Iteration 3Q (148178.660000 sec): 3 clusters
  Score: Raw -4466851.209589 + Penalty 3512.819990 = -4463338.389599
  nChanged 2068
		SP:Iteration 4Q (148179.220000 sec): 3 clusters
  Score: Raw -4467607.978800 + Penalty 3512.819990 = -4464095.158810
  nChanged 2363
		SP:Iteration 5Q (148179.730000 sec): 3 clusters
  Score: Raw -4468651.383138 + Penalty 3512.819990 = -4465138.563148
  nChanged 2709
		SP:Iteration 6F (148180.250000 sec): 3 clusters
  Score: Raw -4470217.441667 + Penalty 3512.819990 = -4466704.621677
  nChanged 3320
		SP:Iteration 7F (148180.760000 sec): 3 clusters
  Score: Raw -4472628.573120 + Penalty 3512.819990 = -4469115.753131
  nChanged 3670
		SP:Iteration 8F (148181.240000 sec): 3 clusters
  Score: Raw -4475715.337949 + Penalty 3512.819990 = -4472202.517960
  nChanged 3376
		SP:Iteration 9F (148181.720000 sec): 3 clusters
  Score: Raw -4478757.636909 + Penalty 3512.819990 = -4475244.816920
  nChanged 2486
		SP:Iteration 10F (148182.190000 sec): 3 clusters
  Score: Raw -4481019.272584 + Penalty 3512.819990 = -4477506.452594
  nChanged 1531
		SP:Iteration 11Q (148182.660000 sec): 3 clusters
  Score: Raw -4482322.370362 + Penalty 3512.819990 = -4478809.550373
  nChanged 944
		SP:Iteration 12Q (148183.110000 sec): 3 clusters
  Score: Raw -4483058.017361 + Penalty 3512.819990 = -4479545.197372
  nChanged 549
		SP:Iteration 13Q (148183.550000 sec): 3 clusters
  Score: Raw -4483438.165087 + Penalty 3512.819990 = -4479925.345098
  nChanged 399
		SP:Iteration 14Q (148184.010000 sec): 3 clusters
  Score: Raw -4483673.844990 + Penalty 3512.819990 = -4480161.025001
  nChanged 273
		SP:Iteration 15Q (148184.470000 sec): 3 clusters
  Score: Raw -4483824.946968 + Penalty 3512.819990 = -4480312.126979
  nChanged 214
		SP:Iteration 16Q (148184.940000 sec): 3 clusters
  Score: Raw -4483953.852872 + Penalty 3512.819990 = -4480441.032883
  nChanged 173
		SP:Iteration 17Q (148185.420000 sec): 3 clusters
  Score: Raw -4484058.226765 + Penalty 3512.819990 = -4480545.406775
  nChanged 113
		SP:Iteration 18Q (148185.890000 sec): 3 clusters
  Score: Raw -4484127.841488 + Penalty 3512.819990 = -4480615.021498
  nChanged 84
		SP:Iteration 19Q (148186.370000 sec): 3 clusters
  Score: Raw -4484181.557504 + Penalty 3512.819990 = -4480668.737514
  nChanged 60
		SP:Iteration 20F (148186.890000 sec): 3 clusters
  Score: Raw -4484215.427037 + Penalty 3512.819990 = -4480702.607047
  nChanged 45
		SP:Iteration 21Q (148187.330000 sec): 3 clusters
  Score: Raw -4484236.624560 + Penalty 3512.819990 = -4480723.804570
  nChanged 40
		SP:Iteration 22Q (148187.800000 sec): 3 clusters
  Score: Raw -4484255.339274 + Penalty 3512.819990 = -4480742.519284
  nChanged 30
		SP:Iteration 23Q (148188.270000 sec): 3 clusters
  Score: Raw -4484267.049319 + Penalty 3512.819990 = -4480754.229330
  nChanged 26
		SP:Iteration 24Q (148188.740000 sec): 3 clusters
  Score: Raw -4484277.593260 + Penalty 3512.819990 = -4480764.773271
  nChanged 29
		SP:Iteration 25Q (148189.210000 sec): 3 clusters
  Score: Raw -4484290.101253 + Penalty 3512.819990 = -4480777.281263
  nChanged 26
		SP:Iteration 26Q (148189.690000 sec): 3 clusters
  Score: Raw -4484298.538015 + Penalty 3512.819990 = -4480785.718025
  nChanged 11
		SP:Iteration 27Q (148190.160000 sec): 3 clusters
  Score: Raw -4484301.350145 + Penalty 3512.819990 = -4480788.530155
  nChanged 10
		SP:Iteration 28Q (148190.630000 sec): 3 clusters
  Score: Raw -4484304.671129 + Penalty 3512.819990 = -4480791.851139
  nChanged 11
		SP:Iteration 29Q (148191.100000 sec): 3 clusters
  Score: Raw -4484308.135744 + Penalty 3512.819990 = -4480795.315755
  nChanged 12
		SP:Iteration 30Q (148191.570000 sec): 3 clusters
  Score: Raw -4484313.019040 + Penalty 3512.819990 = -4480800.199050
  nChanged 11
		SP:Iteration 31Q (148192.050000 sec): 3 clusters
  Score: Raw -4484317.024181 + Penalty 3512.819990 = -4480804.204191
  nChanged 5
		SP:Iteration 32Q (148192.510000 sec): 3 clusters
  Score: Raw -4484318.877607 + Penalty 3512.819990 = -4480806.057618
  nChanged 8
		SP:Iteration 33Q (148192.990000 sec): 3 clusters
  Score: Raw -4484321.379024 + Penalty 3512.819990 = -4480808.559034
  nChanged 9
		SP:Iteration 34Q (148193.460000 sec): 3 clusters
  Score: Raw -4484324.212625 + Penalty 3512.819990 = -4480811.392635
  nChanged 10
		SP:Iteration 35Q (148193.930000 sec): 3 clusters
  Score: Raw -4484328.109591 + Penalty 3512.819990 = -4480815.289602
  nChanged 9
		SP:Iteration 36Q (148194.400000 sec): 3 clusters
  Score: Raw -4484330.430835 + Penalty 3512.819990 = -4480817.610845
  nChanged 7
		SP:Iteration 37Q (148194.870000 sec): 3 clusters
  Score: Raw -4484332.567749 + Penalty 3512.819990 = -4480819.747759
  nChanged 3
		SP:Iteration 38Q (148195.290000 sec): 3 clusters
  Score: Raw -4484333.288264 + Penalty 3512.819990 = -4480820.468275
  nChanged 2
		SP:Iteration 39Q (148195.730000 sec): 3 clusters
  Score: Raw -4484333.984866 + Penalty 3512.819990 = -4480821.164876
  nChanged 5
		SP:Iteration 40F (148196.230000 sec): 3 clusters
  Score: Raw -4484335.634253 + Penalty 3512.819990 = -4480822.814264
  nChanged 3
		SP:Iteration 41Q (148196.670000 sec): 3 clusters
  Score: Raw -4484336.236806 + Penalty 3512.819990 = -4480823.416817
  nChanged 3
		SP:Iteration 42Q (148197.140000 sec): 3 clusters
  Score: Raw -4484336.806446 + Penalty 3512.819990 = -4480823.986456
  nChanged 3
		SP:Iteration 43Q (148197.610000 sec): 3 clusters
  Score: Raw -4484338.012187 + Penalty 3512.819990 = -4480825.192197
  nChanged 2
		SP:Iteration 44Q (148198.090000 sec): 3 clusters
  Score: Raw -4484338.478844 + Penalty 3512.819990 = -4480825.658854
  nChanged 0
		SP:Iteration 45F (148198.600000 sec): 3 clusters
  Score: Raw -4484338.478844 + Penalty 3512.819990 = -4480825.658854
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 17 (680 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (148198.650000 sec): 2 clusters
  Score: Raw -48014.302176 + Penalty 1059.840080 = -46954.462096
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (148198.660000 sec): 3 clusters
  Score: Raw -47908.197286 + Penalty 2119.680159 = -45788.517127
  nChanged 189
		SP:Iteration 1F (148198.670000 sec): 3 clusters
  Score: Raw -48210.884786 + Penalty 2119.680159 = -46091.204627
  nChanged 70
		SP:Iteration 2F (148198.690000 sec): 3 clusters
  Score: Raw -48391.425485 + Penalty 2119.680159 = -46271.745325
  nChanged 51
		SP:Iteration 3F (148198.710000 sec): 3 clusters
  Score: Raw -48526.582538 + Penalty 2119.680159 = -46406.902378
  nChanged 27
		SP:Iteration 4Q (148198.730000 sec): 3 clusters
  Score: Raw -48584.752926 + Penalty 2119.680159 = -46465.072766
  nChanged 15
		SP:Iteration 5Q (148198.750000 sec): 3 clusters
  Score: Raw -48614.184271 + Penalty 2119.680159 = -46494.504112
  nChanged 9
		SP:Iteration 6Q (148198.770000 sec): 3 clusters
  Score: Raw -48635.039346 + Penalty 2119.680159 = -46515.359186
  nChanged 7
		SP:Iteration 7Q (148198.780000 sec): 3 clusters
  Score: Raw -48643.675033 + Penalty 2119.680159 = -46523.994874
  nChanged 5
		SP:Iteration 8Q (148198.800000 sec): 3 clusters
  Score: Raw -48652.077775 + Penalty 2119.680159 = -46532.397615
  nChanged 2
		SP:Iteration 9Q (148198.820000 sec): 3 clusters
  Score: Raw -48654.459595 + Penalty 2119.680159 = -46534.779436
  nChanged 1
		SP:Iteration 10Q (148198.840000 sec): 3 clusters
  Score: Raw -48656.124445 + Penalty 2119.680159 = -46536.444286
  nChanged 0
		SP:Iteration 11F (148198.850000 sec): 3 clusters
  Score: Raw -48656.124445 + Penalty 2119.680159 = -46536.444286
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 18 (690 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (148198.890000 sec): 2 clusters
  Score: Raw -52658.816343 + Penalty 1062.212385 = -51596.603958
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (148198.900000 sec): 3 clusters
  Score: Raw -52508.287280 + Penalty 2124.424769 = -50383.862511
  nChanged 189
		SP:Iteration 1F (148198.920000 sec): 3 clusters
  Score: Raw -52714.125413 + Penalty 2124.424769 = -50589.700644
  nChanged 49
		SP:Iteration 2F (148198.930000 sec): 3 clusters
  Score: Raw -52781.645527 + Penalty 2124.424769 = -50657.220758
  nChanged 29
		SP:Iteration 3Q (148198.950000 sec): 3 clusters
  Score: Raw -52840.060433 + Penalty 2124.424769 = -50715.635664
  nChanged 25
		SP:Iteration 4Q (148198.960000 sec): 3 clusters
  Score: Raw -52883.380260 + Penalty 2124.424769 = -50758.955491
  nChanged 18
		SP:Iteration 5Q (148198.970000 sec): 3 clusters
  Score: Raw -52906.659625 + Penalty 2124.424769 = -50782.234856
  nChanged 11
		SP:Iteration 6Q (148198.990000 sec): 3 clusters
  Score: Raw -52924.132318 + Penalty 2124.424769 = -50799.707549
  nChanged 10
		SP:Iteration 7Q (148199.000000 sec): 3 clusters
  Score: Raw -52937.163521 + Penalty 2124.424769 = -50812.738752
  nChanged 7
		SP:Iteration 8Q (148199.020000 sec): 3 clusters
  Score: Raw -52944.994771 + Penalty 2124.424769 = -50820.570002
  nChanged 8
		SP:Iteration 9Q (148199.030000 sec): 3 clusters
  Score: Raw -52958.147416 + Penalty 2124.424769 = -50833.722647
  nChanged 7
		SP:Iteration 10Q (148199.040000 sec): 3 clusters
  Score: Raw -52970.449799 + Penalty 2124.424769 = -50846.025030
  nChanged 5
		SP:Iteration 11Q (148199.060000 sec): 3 clusters
  Score: Raw -52977.616947 + Penalty 2124.424769 = -50853.192178
  nChanged 7
		SP:Iteration 12Q (148199.070000 sec): 3 clusters
  Score: Raw -52986.915361 + Penalty 2124.424769 = -50862.490592
  nChanged 10
		SP:Iteration 13Q (148199.080000 sec): 3 clusters
  Score: Raw -53003.490121 + Penalty 2124.424769 = -50879.065352
  nChanged 4
		SP:Iteration 14Q (148199.100000 sec): 3 clusters
  Score: Raw -53009.514099 + Penalty 2124.424769 = -50885.089330
  nChanged 2
		SP:Iteration 15Q (148199.110000 sec): 3 clusters
  Score: Raw -53013.525608 + Penalty 2124.424769 = -50889.100839
  nChanged 1
		SP:Iteration 16Q (148199.120000 sec): 3 clusters
  Score: Raw -53014.353938 + Penalty 2124.424769 = -50889.929169
  nChanged 0
		SP:Iteration 17F (148199.140000 sec): 3 clusters
  Score: Raw -53014.353938 + Penalty 2124.424769 = -50889.929169
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 19 (4819 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (148199.220000 sec): 2 clusters
  Score: Raw -437294.169244 + Penalty 1378.052279 = -435916.116965
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (148199.320000 sec): 3 clusters
  Score: Raw -434816.349778 + Penalty 2756.104558 = -432060.245220
  nChanged 1934
		SP:Iteration 1F (148199.410000 sec): 3 clusters
  Score: Raw -435990.155035 + Penalty 2756.104558 = -433234.050478
  nChanged 369
		SP:Iteration 2F (148199.500000 sec): 3 clusters
  Score: Raw -436182.468820 + Penalty 2756.104558 = -433426.364263
  nChanged 248
		SP:Iteration 3F (148199.590000 sec): 3 clusters
  Score: Raw -436315.933712 + Penalty 2756.104558 = -433559.829154
  nChanged 206
		SP:Iteration 4Q (148199.680000 sec): 3 clusters
  Score: Raw -436429.937569 + Penalty 2756.104558 = -433673.833011
  nChanged 168
		SP:Iteration 5Q (148199.770000 sec): 3 clusters
  Score: Raw -436527.901782 + Penalty 2756.104558 = -433771.797224
  nChanged 183
		SP:Iteration 6Q (148199.860000 sec): 3 clusters
  Score: Raw -436660.111311 + Penalty 2756.104558 = -433904.006753
  nChanged 183
		SP:Iteration 7Q (148199.950000 sec): 3 clusters
  Score: Raw -436775.023369 + Penalty 2756.104558 = -434018.918811
  nChanged 173
		SP:Iteration 8Q (148200.040000 sec): 3 clusters
  Score: Raw -436881.584253 + Penalty 2756.104558 = -434125.479695
  nChanged 162
		SP:Iteration 9Q (148200.130000 sec): 3 clusters
  Score: Raw -436975.540564 + Penalty 2756.104558 = -434219.436006
  nChanged 140
		SP:Iteration 10Q (148200.220000 sec): 3 clusters
  Score: Raw -437045.792113 + Penalty 2756.104558 = -434289.687555
  nChanged 110
		SP:Iteration 11Q (148200.310000 sec): 3 clusters
  Score: Raw -437096.863447 + Penalty 2756.104558 = -434340.758889
  nChanged 97
		SP:Iteration 12Q (148200.400000 sec): 3 clusters
  Score: Raw -437147.481616 + Penalty 2756.104558 = -434391.377059
  nChanged 110
		SP:Iteration 13Q (148200.490000 sec): 3 clusters
  Score: Raw -437205.682567 + Penalty 2756.104558 = -434449.578009
  nChanged 104
		SP:Iteration 14Q (148200.580000 sec): 3 clusters
  Score: Raw -437249.119219 + Penalty 2756.104558 = -434493.014661
  nChanged 83
		SP:Iteration 15Q (148200.670000 sec): 3 clusters
  Score: Raw -437281.750587 + Penalty 2756.104558 = -434525.646030
  nChanged 61
		SP:Iteration 16Q (148200.760000 sec): 3 clusters
  Score: Raw -437302.752522 + Penalty 2756.104558 = -434546.647964
  nChanged 59
		SP:Iteration 17Q (148200.850000 sec): 3 clusters
  Score: Raw -437319.219660 + Penalty 2756.104558 = -434563.115102
  nChanged 32
		SP:Iteration 18Q (148200.940000 sec): 3 clusters
  Score: Raw -437327.336216 + Penalty 2756.104558 = -434571.231658
  nChanged 28
		SP:Iteration 19Q (148201.030000 sec): 3 clusters
  Score: Raw -437335.723121 + Penalty 2756.104558 = -434579.618563
  nChanged 31
		SP:Iteration 20F (148201.120000 sec): 3 clusters
  Score: Raw -437345.201829 + Penalty 2756.104558 = -434589.097271
  nChanged 28
		SP:Iteration 21Q (148201.210000 sec): 3 clusters
  Score: Raw -437351.287763 + Penalty 2756.104558 = -434595.183205
  nChanged 16
		SP:Iteration 22Q (148201.300000 sec): 3 clusters
  Score: Raw -437356.633736 + Penalty 2756.104558 = -434600.529179
  nChanged 19
		SP:Iteration 23Q (148201.390000 sec): 3 clusters
  Score: Raw -437361.375046 + Penalty 2756.104558 = -434605.270488
  nChanged 17
		SP:Iteration 24Q (148201.480000 sec): 3 clusters
  Score: Raw -437366.925615 + Penalty 2756.104558 = -434610.821057
  nChanged 15
		SP:Iteration 25Q (148201.560000 sec): 3 clusters
  Score: Raw -437370.838921 + Penalty 2756.104558 = -434614.734363
  nChanged 12
		SP:Iteration 26Q (148201.660000 sec): 3 clusters
  Score: Raw -437374.071275 + Penalty 2756.104558 = -434617.966718
  nChanged 10
		SP:Iteration 27Q (148201.740000 sec): 3 clusters
  Score: Raw -437376.267223 + Penalty 2756.104558 = -434620.162665
  nChanged 10
		SP:Iteration 28Q (148201.830000 sec): 3 clusters
  Score: Raw -437378.826240 + Penalty 2756.104558 = -434622.721682
  nChanged 10
		SP:Iteration 29Q (148201.920000 sec): 3 clusters
  Score: Raw -437381.265595 + Penalty 2756.104558 = -434625.161037
  nChanged 12
		SP:Iteration 30Q (148202.010000 sec): 3 clusters
  Score: Raw -437383.429304 + Penalty 2756.104558 = -434627.324746
  nChanged 13
		SP:Iteration 31Q (148202.100000 sec): 3 clusters
  Score: Raw -437386.227571 + Penalty 2756.104558 = -434630.123013
  nChanged 13
		SP:Iteration 32Q (148202.190000 sec): 3 clusters
  Score: Raw -437388.983425 + Penalty 2756.104558 = -434632.878867
  nChanged 11
		SP:Iteration 33Q (148202.280000 sec): 3 clusters
  Score: Raw -437391.572143 + Penalty 2756.104558 = -434635.467586
  nChanged 12
		SP:Iteration 34Q (148202.370000 sec): 3 clusters
  Score: Raw -437395.036674 + Penalty 2756.104558 = -434638.932116
  nChanged 13
		SP:Iteration 35Q (148202.460000 sec): 3 clusters
  Score: Raw -437398.181120 + Penalty 2756.104558 = -434642.076562
  nChanged 14
		SP:Iteration 36Q (148202.540000 sec): 3 clusters
  Score: Raw -437401.225688 + Penalty 2756.104558 = -434645.121131
  nChanged 5
		SP:Iteration 37Q (148202.630000 sec): 3 clusters
  Score: Raw -437402.145019 + Penalty 2756.104558 = -434646.040461
  nChanged 3
		SP:Iteration 38Q (148202.720000 sec): 3 clusters
  Score: Raw -437402.716387 + Penalty 2756.104558 = -434646.611829
  nChanged 3
		SP:Iteration 39Q (148202.810000 sec): 3 clusters
  Score: Raw -437403.410400 + Penalty 2756.104558 = -434647.305842
  nChanged 3
		SP:Iteration 40F (148202.900000 sec): 3 clusters
  Score: Raw -437404.041463 + Penalty 2756.104558 = -434647.936905
  nChanged 5
		SP:Iteration 41Q (148202.990000 sec): 3 clusters
  Score: Raw -437404.852268 + Penalty 2756.104558 = -434648.747710
  nChanged 5
		SP:Iteration 42Q (148203.080000 sec): 3 clusters
  Score: Raw -437405.527155 + Penalty 2756.104558 = -434649.422597
  nChanged 3
		SP:Iteration 43Q (148203.160000 sec): 3 clusters
  Score: Raw -437405.967097 + Penalty 2756.104558 = -434649.862539
  nChanged 0
		SP:Iteration 44F (148203.250000 sec): 3 clusters
  Score: Raw -437405.967097 + Penalty 2756.104558 = -434649.862539
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 20 (4167 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (148203.320000 sec): 2 clusters
  Score: Raw -352565.440588 + Penalty 1354.429640 = -351211.010948
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (148203.410000 sec): 3 clusters
  Score: Raw -350522.736138 + Penalty 2708.859280 = -347813.876858
  nChanged 1636
		SP:Iteration 1F (148203.490000 sec): 3 clusters
  Score: Raw -351514.971695 + Penalty 2708.859280 = -348806.112415
  nChanged 314
		SP:Iteration 2F (148203.560000 sec): 3 clusters
  Score: Raw -351693.121363 + Penalty 2708.859280 = -348984.262083
  nChanged 191
		SP:Iteration 3Q (148203.640000 sec): 3 clusters
  Score: Raw -351783.667265 + Penalty 2708.859280 = -349074.807985
  nChanged 130
		SP:Iteration 4Q (148203.720000 sec): 3 clusters
  Score: Raw -351840.518228 + Penalty 2708.859280 = -349131.658948
  nChanged 100
		SP:Iteration 5Q (148203.800000 sec): 3 clusters
  Score: Raw -351883.957678 + Penalty 2708.859280 = -349175.098398
  nChanged 78
		SP:Iteration 6Q (148203.880000 sec): 3 clusters
  Score: Raw -351916.210906 + Penalty 2708.859280 = -349207.351626
  nChanged 65
		SP:Iteration 7Q (148203.960000 sec): 3 clusters
  Score: Raw -351938.419882 + Penalty 2708.859280 = -349229.560601
  nChanged 58
		SP:Iteration 8Q (148204.030000 sec): 3 clusters
  Score: Raw -351962.730746 + Penalty 2708.859280 = -349253.871466
  nChanged 67
		SP:Iteration 9Q (148204.110000 sec): 3 clusters
  Score: Raw -351988.121018 + Penalty 2708.859280 = -349279.261737
  nChanged 59
		SP:Iteration 10Q (148204.190000 sec): 3 clusters
  Score: Raw -352010.269048 + Penalty 2708.859280 = -349301.409768
  nChanged 51
		SP:Iteration 11Q (148204.270000 sec): 3 clusters
  Score: Raw -352025.179357 + Penalty 2708.859280 = -349316.320077
  nChanged 34
		SP:Iteration 12Q (148204.340000 sec): 3 clusters
  Score: Raw -352034.931179 + Penalty 2708.859280 = -349326.071899
  nChanged 36
		SP:Iteration 13Q (148204.420000 sec): 3 clusters
  Score: Raw -352047.968457 + Penalty 2708.859280 = -349339.109177
  nChanged 45
		SP:Iteration 14Q (148204.500000 sec): 3 clusters
  Score: Raw -352067.445034 + Penalty 2708.859280 = -349358.585754
  nChanged 45
		SP:Iteration 15Q (148204.580000 sec): 3 clusters
  Score: Raw -352089.551392 + Penalty 2708.859280 = -349380.692112
  nChanged 56
		SP:Iteration 16Q (148204.660000 sec): 3 clusters
  Score: Raw -352112.275227 + Penalty 2708.859280 = -349403.415947
  nChanged 49
		SP:Iteration 17Q (148204.740000 sec): 3 clusters
  Score: Raw -352132.151705 + Penalty 2708.859280 = -349423.292425
  nChanged 58
		SP:Iteration 18Q (148204.820000 sec): 3 clusters
  Score: Raw -352155.897884 + Penalty 2708.859280 = -349447.038604
  nChanged 57
		SP:Iteration 19Q (148204.890000 sec): 3 clusters
  Score: Raw -352175.983280 + Penalty 2708.859280 = -349467.124000
  nChanged 53
		SP:Iteration 20F (148204.970000 sec): 3 clusters
  Score: Raw -352202.229813 + Penalty 2708.859280 = -349493.370532
  nChanged 55
		SP:Iteration 21Q (148205.050000 sec): 3 clusters
  Score: Raw -352226.355214 + Penalty 2708.859280 = -349517.495934
  nChanged 52
		SP:Iteration 22Q (148205.130000 sec): 3 clusters
  Score: Raw -352250.931688 + Penalty 2708.859280 = -349542.072408
  nChanged 56
		SP:Iteration 23Q (148205.200000 sec): 3 clusters
  Score: Raw -352281.262480 + Penalty 2708.859280 = -349572.403199
  nChanged 61
		SP:Iteration 24Q (148205.280000 sec): 3 clusters
  Score: Raw -352306.104043 + Penalty 2708.859280 = -349597.244763
  nChanged 51
		SP:Iteration 25Q (148205.360000 sec): 3 clusters
  Score: Raw -352328.336680 + Penalty 2708.859280 = -349619.477400
  nChanged 41
		SP:Iteration 26Q (148205.440000 sec): 3 clusters
  Score: Raw -352349.646935 + Penalty 2708.859280 = -349640.787654
  nChanged 46
		SP:Iteration 27Q (148205.520000 sec): 3 clusters
  Score: Raw -352368.953519 + Penalty 2708.859280 = -349660.094239
  nChanged 44
		SP:Iteration 28Q (148205.590000 sec): 3 clusters
  Score: Raw -352391.393716 + Penalty 2708.859280 = -349682.534436
  nChanged 47
		SP:Iteration 29Q (148205.670000 sec): 3 clusters
  Score: Raw -352419.456479 + Penalty 2708.859280 = -349710.597199
  nChanged 58
		SP:Iteration 30Q (148205.750000 sec): 3 clusters
  Score: Raw -352456.970609 + Penalty 2708.859280 = -349748.111328
  nChanged 61
		SP:Iteration 31Q (148205.820000 sec): 3 clusters
  Score: Raw -352502.776830 + Penalty 2708.859280 = -349793.917550
  nChanged 63
		SP:Iteration 32Q (148205.900000 sec): 3 clusters
  Score: Raw -352542.342446 + Penalty 2708.859280 = -349833.483166
  nChanged 57
		SP:Iteration 33Q (148205.980000 sec): 3 clusters
  Score: Raw -352581.396864 + Penalty 2708.859280 = -349872.537583
  nChanged 46
		SP:Iteration 34Q (148206.050000 sec): 3 clusters
  Score: Raw -352609.323014 + Penalty 2708.859280 = -349900.463734
  nChanged 39
		SP:Iteration 35Q (148206.130000 sec): 3 clusters
  Score: Raw -352632.734176 + Penalty 2708.859280 = -349923.874895
  nChanged 34
		SP:Iteration 36Q (148206.200000 sec): 3 clusters
  Score: Raw -352649.905462 + Penalty 2708.859280 = -349941.046182
  nChanged 29
		SP:Iteration 37Q (148206.280000 sec): 3 clusters
  Score: Raw -352666.636736 + Penalty 2708.859280 = -349957.777455
  nChanged 24
		SP:Iteration 38Q (148206.350000 sec): 3 clusters
  Score: Raw -352677.789073 + Penalty 2708.859280 = -349968.929792
  nChanged 17
		SP:Iteration 39Q (148206.430000 sec): 3 clusters
  Score: Raw -352684.470864 + Penalty 2708.859280 = -349975.611584
  nChanged 14
		SP:Iteration 40F (148206.500000 sec): 3 clusters
  Score: Raw -352692.950710 + Penalty 2708.859280 = -349984.091430
  nChanged 17
		SP:Iteration 41Q (148206.580000 sec): 3 clusters
  Score: Raw -352701.142594 + Penalty 2708.859280 = -349992.283314
  nChanged 9
		SP:Iteration 42Q (148206.650000 sec): 3 clusters
  Score: Raw -352707.204052 + Penalty 2708.859280 = -349998.344772
  nChanged 11
		SP:Iteration 43Q (148206.730000 sec): 3 clusters
  Score: Raw -352714.987551 + Penalty 2708.859280 = -350006.128271
  nChanged 16
		SP:Iteration 44Q (148206.800000 sec): 3 clusters
  Score: Raw -352721.094603 + Penalty 2708.859280 = -350012.235323
  nChanged 10
		SP:Iteration 45Q (148206.880000 sec): 3 clusters
  Score: Raw -352725.157984 + Penalty 2708.859280 = -350016.298704
  nChanged 12
		SP:Iteration 46Q (148206.950000 sec): 3 clusters
  Score: Raw -352732.380152 + Penalty 2708.859280 = -350023.520872
  nChanged 6
		SP:Iteration 47Q (148207.020000 sec): 3 clusters
  Score: Raw -352736.006326 + Penalty 2708.859280 = -350027.147046
  nChanged 7
		SP:Iteration 48Q (148207.100000 sec): 3 clusters
  Score: Raw -352740.980111 + Penalty 2708.859280 = -350032.120831
  nChanged 12
		SP:Iteration 49Q (148207.170000 sec): 3 clusters
  Score: Raw -352747.276342 + Penalty 2708.859280 = -350038.417061
  nChanged 11
		SP:Iteration 50Q (148207.250000 sec): 3 clusters
  Score: Raw -352751.339667 + Penalty 2708.859280 = -350042.480387
  nChanged 9
		SP:Iteration 51Q (148207.320000 sec): 3 clusters
  Score: Raw -352755.884159 + Penalty 2708.859280 = -350047.024879
  nChanged 6
		SP:Iteration 52Q (148207.400000 sec): 3 clusters
  Score: Raw -352758.429881 + Penalty 2708.859280 = -350049.570600
  nChanged 4
		SP:Iteration 53Q (148207.480000 sec): 3 clusters
  Score: Raw -352761.960201 + Penalty 2708.859280 = -350053.100921
  nChanged 2
		SP:Iteration 54Q (148207.550000 sec): 3 clusters
  Score: Raw -352762.948305 + Penalty 2708.859280 = -350054.089025
  nChanged 2
		SP:Iteration 55Q (148207.620000 sec): 3 clusters
  Score: Raw -352764.687608 + Penalty 2708.859280 = -350055.828328
  nChanged 3
		SP:Iteration 56Q (148207.700000 sec): 3 clusters
  Score: Raw -352765.727866 + Penalty 2708.859280 = -350056.868586
  nChanged 3
		SP:Iteration 57Q (148207.770000 sec): 3 clusters
  Score: Raw -352767.715399 + Penalty 2708.859280 = -350058.856119
  nChanged 4
		SP:Iteration 58Q (148207.840000 sec): 3 clusters
  Score: Raw -352769.692003 + Penalty 2708.859280 = -350060.832723
  nChanged 4
		SP:Iteration 59Q (148207.920000 sec): 3 clusters
  Score: Raw -352771.930201 + Penalty 2708.859280 = -350063.070921
  nChanged 5
		SP:Iteration 60F (148208.000000 sec): 3 clusters
  Score: Raw -352774.815258 + Penalty 2708.859280 = -350065.955978
  nChanged 5
		SP:Iteration 61Q (148208.070000 sec): 3 clusters
  Score: Raw -352777.501742 + Penalty 2708.859280 = -350068.642462
  nChanged 5
		SP:Iteration 62Q (148208.140000 sec): 3 clusters
  Score: Raw -352783.089780 + Penalty 2708.859280 = -350074.230500
  nChanged 9
		SP:Iteration 63Q (148208.220000 sec): 3 clusters
  Score: Raw -352789.715720 + Penalty 2708.859280 = -350080.856439
  nChanged 10
		SP:Iteration 64Q (148208.290000 sec): 3 clusters
  Score: Raw -352795.007341 + Penalty 2708.859280 = -350086.148060
  nChanged 7
		SP:Iteration 65Q (148208.360000 sec): 3 clusters
  Score: Raw -352798.929603 + Penalty 2708.859280 = -350090.070323
  nChanged 8
		SP:Iteration 66Q (148208.440000 sec): 3 clusters
  Score: Raw -352802.322441 + Penalty 2708.859280 = -350093.463160
  nChanged 4
		SP:Iteration 67Q (148208.510000 sec): 3 clusters
  Score: Raw -352804.869648 + Penalty 2708.859280 = -350096.010368
  nChanged 3
		SP:Iteration 68Q (148208.580000 sec): 3 clusters
  Score: Raw -352805.816232 + Penalty 2708.859280 = -350096.956952
  nChanged 4
		SP:Iteration 69Q (148208.660000 sec): 3 clusters
  Score: Raw -352807.444419 + Penalty 2708.859280 = -350098.585139
  nChanged 3
		SP:Iteration 70Q (148208.730000 sec): 3 clusters
  Score: Raw -352809.146011 + Penalty 2708.859280 = -350100.286730
  nChanged 3
		SP:Iteration 71Q (148208.800000 sec): 3 clusters
  Score: Raw -352810.263654 + Penalty 2708.859280 = -350101.404373
  nChanged 1
		SP:Iteration 72Q (148208.880000 sec): 3 clusters
  Score: Raw -352810.823528 + Penalty 2708.859280 = -350101.964248
  nChanged 2
		SP:Iteration 73Q (148208.950000 sec): 3 clusters
  Score: Raw -352811.313868 + Penalty 2708.859280 = -350102.454588
  nChanged 0
		SP:Iteration 74F (148209.020000 sec): 3 clusters
  Score: Raw -352811.313868 + Penalty 2708.859280 = -350102.454588
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 21 (106547 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (148209.740000 sec): 2 clusters
  Score: Raw -9708280.948556 + Penalty 1881.155491 = -9706399.793066
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (148210.700000 sec): 3 clusters
  Score: Raw -9638909.174566 + Penalty 3762.310981 = -9635146.863584
  nChanged 50891
		SP:Iteration 1F (148211.650000 sec): 3 clusters
  Score: Raw -9668427.856197 + Penalty 3762.310981 = -9664665.545216
  nChanged 3758
		SP:Iteration 2Q (148212.670000 sec): 3 clusters
  Score: Raw -9669505.404103 + Penalty 3762.310981 = -9665743.093121
  nChanged 4191
		SP:Iteration 3Q (148213.700000 sec): 3 clusters
  Score: Raw -9670974.321379 + Penalty 3762.310981 = -9667212.010398
  nChanged 4844
		SP:Iteration 4Q (148214.760000 sec): 3 clusters
  Score: Raw -9672938.124790 + Penalty 3762.310981 = -9669175.813808
  nChanged 5365
		SP:Iteration 5F (148215.720000 sec): 3 clusters
  Score: Raw -9675317.109815 + Penalty 3762.310981 = -9671554.798833
  nChanged 5633
		SP:Iteration 6F (148216.660000 sec): 3 clusters
  Score: Raw -9677760.443966 + Penalty 3762.310981 = -9673998.132984
  nChanged 5292
		SP:Iteration 7Q (148217.670000 sec): 3 clusters
  Score: Raw -9679964.299077 + Penalty 3762.310981 = -9676201.988096
  nChanged 4902
		SP:Iteration 8Q (148218.700000 sec): 3 clusters
  Score: Raw -9681939.569090 + Penalty 3762.310981 = -9678177.258109
  nChanged 4415
		SP:Iteration 9Q (148219.700000 sec): 3 clusters
  Score: Raw -9683682.811097 + Penalty 3762.310981 = -9679920.500115
  nChanged 4007
		SP:Iteration 10Q (148220.730000 sec): 3 clusters
  Score: Raw -9685228.310416 + Penalty 3762.310981 = -9681465.999435
  nChanged 3766
		SP:Iteration 11Q (148221.730000 sec): 3 clusters
  Score: Raw -9686706.007496 + Penalty 3762.310981 = -9682943.696515
  nChanged 3713
		SP:Iteration 12Q (148222.780000 sec): 3 clusters
  Score: Raw -9688225.282564 + Penalty 3762.310981 = -9684462.971582
  nChanged 3755
		SP:Iteration 13Q (148223.820000 sec): 3 clusters
  Score: Raw -9689813.069232 + Penalty 3762.310981 = -9686050.758250
  nChanged 3983
		SP:Iteration 14Q (148224.840000 sec): 3 clusters
  Score: Raw -9691569.406099 + Penalty 3762.310981 = -9687807.095117
  nChanged 4151
		SP:Iteration 15Q (148225.860000 sec): 3 clusters
  Score: Raw -9693416.756770 + Penalty 3762.310981 = -9689654.445789
  nChanged 4374
		SP:Iteration 16Q (148226.850000 sec): 3 clusters
  Score: Raw -9695431.636760 + Penalty 3762.310981 = -9691669.325779
  nChanged 4455
		SP:Iteration 17Q (148227.790000 sec): 3 clusters
  Score: Raw -9697587.508339 + Penalty 3762.310981 = -9693825.197358
  nChanged 4410
		SP:Iteration 18Q (148228.740000 sec): 3 clusters
  Score: Raw -9699898.641169 + Penalty 3762.310981 = -9696136.330188
  nChanged 4049
		SP:Iteration 19Q (148229.680000 sec): 3 clusters
  Score: Raw -9702145.414695 + Penalty 3762.310981 = -9698383.103714
  nChanged 3489
		SP:Iteration 20F (148230.670000 sec): 3 clusters
  Score: Raw -9704176.074333 + Penalty 3762.310981 = -9700413.763351
  nChanged 2601
		SP:Iteration 21Q (148231.580000 sec): 3 clusters
  Score: Raw -9705683.826689 + Penalty 3762.310981 = -9701921.515708
  nChanged 1812
		SP:Iteration 22Q (148232.440000 sec): 3 clusters
  Score: Raw -9706720.729268 + Penalty 3762.310981 = -9702958.418287
  nChanged 1185
		SP:Iteration 23Q (148233.270000 sec): 3 clusters
  Score: Raw -9707381.148526 + Penalty 3762.310981 = -9703618.837544
  nChanged 771
		SP:Iteration 24Q (148234.090000 sec): 3 clusters
  Score: Raw -9707823.402375 + Penalty 3762.310981 = -9704061.091393
  nChanged 476
		SP:Iteration 25Q (148234.920000 sec): 3 clusters
  Score: Raw -9708089.268411 + Penalty 3762.310981 = -9704326.957429
  nChanged 318
		SP:Iteration 26Q (148235.740000 sec): 3 clusters
  Score: Raw -9708269.248219 + Penalty 3762.310981 = -9704506.937238
  nChanged 211
		SP:Iteration 27Q (148236.580000 sec): 3 clusters
  Score: Raw -9708381.257552 + Penalty 3762.310981 = -9704618.946570
  nChanged 126
		SP:Iteration 28Q (148237.420000 sec): 3 clusters
  Score: Raw -9708437.956275 + Penalty 3762.310981 = -9704675.645294
  nChanged 90
		SP:Iteration 29Q (148238.260000 sec): 3 clusters
  Score: Raw -9708483.138203 + Penalty 3762.310981 = -9704720.827222
  nChanged 63
		SP:Iteration 30Q (148239.110000 sec): 3 clusters
  Score: Raw -9708513.598245 + Penalty 3762.310981 = -9704751.287263
  nChanged 55
		SP:Iteration 31Q (148239.950000 sec): 3 clusters
  Score: Raw -9708537.343636 + Penalty 3762.310981 = -9704775.032655
  nChanged 42
		SP:Iteration 32Q (148240.790000 sec): 3 clusters
  Score: Raw -9708557.492948 + Penalty 3762.310981 = -9704795.181966
  nChanged 30
		SP:Iteration 33Q (148241.630000 sec): 3 clusters
  Score: Raw -9708573.243696 + Penalty 3762.310981 = -9704810.932715
  nChanged 26
		SP:Iteration 34Q (148242.470000 sec): 3 clusters
  Score: Raw -9708587.227723 + Penalty 3762.310981 = -9704824.916742
  nChanged 21
		SP:Iteration 35Q (148243.310000 sec): 3 clusters
  Score: Raw -9708597.122174 + Penalty 3762.310981 = -9704834.811193
  nChanged 12
		SP:Iteration 36Q (148244.150000 sec): 3 clusters
  Score: Raw -9708602.156689 + Penalty 3762.310981 = -9704839.845707
  nChanged 11
		SP:Iteration 37Q (148244.990000 sec): 3 clusters
  Score: Raw -9708606.584632 + Penalty 3762.310981 = -9704844.273651
  nChanged 7
		SP:Iteration 38Q (148245.830000 sec): 3 clusters
  Score: Raw -9708609.820352 + Penalty 3762.310981 = -9704847.509371
  nChanged 13
		SP:Iteration 39Q (148246.670000 sec): 3 clusters
  Score: Raw -9708615.486783 + Penalty 3762.310981 = -9704853.175801
  nChanged 8
		SP:Iteration 40F (148247.610000 sec): 3 clusters
  Score: Raw -9708619.956809 + Penalty 3762.310981 = -9704857.645828
  nChanged 4
		SP:Iteration 41Q (148248.480000 sec): 3 clusters
  Score: Raw -9708621.736437 + Penalty 3762.310981 = -9704859.425456
  nChanged 6
		SP:Iteration 42Q (148249.310000 sec): 3 clusters
  Score: Raw -9708624.396982 + Penalty 3762.310981 = -9704862.086001
  nChanged 4
		SP:Iteration 43Q (148250.150000 sec): 3 clusters
  Score: Raw -9708626.003884 + Penalty 3762.310981 = -9704863.692902
  nChanged 4
		SP:Iteration 44Q (148250.990000 sec): 3 clusters
  Score: Raw -9708627.117412 + Penalty 3762.310981 = -9704864.806431
  nChanged 2
		SP:Iteration 45Q (148251.830000 sec): 3 clusters
  Score: Raw -9708628.125711 + Penalty 3762.310981 = -9704865.814729
  nChanged 1
		SP:Iteration 46Q (148252.660000 sec): 3 clusters
  Score: Raw -9708628.652974 + Penalty 3762.310981 = -9704866.341993
  nChanged 2
		SP:Iteration 47Q (148253.530000 sec): 3 clusters
  Score: Raw -9708629.685563 + Penalty 3762.310981 = -9704867.374581
  nChanged 4
		SP:Iteration 48Q (148254.370000 sec): 3 clusters
  Score: Raw -9708631.246673 + Penalty 3762.310981 = -9704868.935691
  nChanged 4
		SP:Iteration 49Q (148255.200000 sec): 3 clusters
  Score: Raw -9708632.899441 + Penalty 3762.310981 = -9704870.588459
  nChanged 5
		SP:Iteration 50Q (148256.040000 sec): 3 clusters
  Score: Raw -9708635.800002 + Penalty 3762.310981 = -9704873.489021
  nChanged 7
		SP:Iteration 51Q (148256.880000 sec): 3 clusters
  Score: Raw -9708638.785920 + Penalty 3762.310981 = -9704876.474939
  nChanged 5
		SP:Iteration 52Q (148257.720000 sec): 3 clusters
  Score: Raw -9708641.698952 + Penalty 3762.310981 = -9704879.387970
  nChanged 7
		SP:Iteration 53Q (148258.560000 sec): 3 clusters
  Score: Raw -9708645.012166 + Penalty 3762.310981 = -9704882.701184
  nChanged 9
		SP:Iteration 54Q (148259.400000 sec): 3 clusters
  Score: Raw -9708649.137833 + Penalty 3762.310981 = -9704886.826852
  nChanged 4
		SP:Iteration 55Q (148260.240000 sec): 3 clusters
  Score: Raw -9708651.196362 + Penalty 3762.310981 = -9704888.885380
  nChanged 6
		SP:Iteration 56Q (148261.070000 sec): 3 clusters
  Score: Raw -9708653.322001 + Penalty 3762.310981 = -9704891.011020
  nChanged 2
		SP:Iteration 57Q (148261.910000 sec): 3 clusters
  Score: Raw -9708654.347800 + Penalty 3762.310981 = -9704892.036819
  nChanged 4
		SP:Iteration 58Q (148262.750000 sec): 3 clusters
  Score: Raw -9708656.090650 + Penalty 3762.310981 = -9704893.779668
  nChanged 3
		SP:Iteration 59Q (148263.590000 sec): 3 clusters
  Score: Raw -9708657.278802 + Penalty 3762.310981 = -9704894.967820
  nChanged 2
		SP:Iteration 60F (148264.530000 sec): 3 clusters
  Score: Raw -9708658.172485 + Penalty 3762.310981 = -9704895.861504
  nChanged 1
		SP:Iteration 61Q (148265.400000 sec): 3 clusters
  Score: Raw -9708658.463781 + Penalty 3762.310981 = -9704896.152800
  nChanged 1
		SP:Iteration 62Q (148266.240000 sec): 3 clusters
  Score: Raw -9708658.750585 + Penalty 3762.310981 = -9704896.439604
  nChanged 1
		SP:Iteration 63Q (148267.080000 sec): 3 clusters
  Score: Raw -9708659.290133 + Penalty 3762.310981 = -9704896.979151
  nChanged 0
		SP:Iteration 64F (148268.050000 sec): 3 clusters
  Score: Raw -9708659.290133 + Penalty 3762.310981 = -9704896.979151
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 22 (3157 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (148268.110000 sec): 2 clusters
  Score: Raw -287595.744308 + Penalty 1309.323842 = -286286.420466
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (148268.170000 sec): 3 clusters
  Score: Raw -286076.277345 + Penalty 2618.647684 = -283457.629661
  nChanged 1188
		SP:Iteration 1F (148268.230000 sec): 3 clusters
  Score: Raw -286754.635401 + Penalty 2618.647684 = -284135.987717
  nChanged 236
		SP:Iteration 2F (148268.290000 sec): 3 clusters
  Score: Raw -286875.442859 + Penalty 2618.647684 = -284256.795175
  nChanged 138
		SP:Iteration 3Q (148268.350000 sec): 3 clusters
  Score: Raw -286948.447794 + Penalty 2618.647684 = -284329.800110
  nChanged 99
		SP:Iteration 4Q (148268.410000 sec): 3 clusters
  Score: Raw -287003.131350 + Penalty 2618.647684 = -284384.483666
  nChanged 103
		SP:Iteration 5Q (148268.470000 sec): 3 clusters
  Score: Raw -287054.597596 + Penalty 2618.647684 = -284435.949912
  nChanged 101
		SP:Iteration 6Q (148268.530000 sec): 3 clusters
  Score: Raw -287109.711990 + Penalty 2618.647684 = -284491.064306
  nChanged 97
		SP:Iteration 7Q (148268.590000 sec): 3 clusters
  Score: Raw -287167.995516 + Penalty 2618.647684 = -284549.347832
  nChanged 110
		SP:Iteration 8Q (148268.650000 sec): 3 clusters
  Score: Raw -287228.911615 + Penalty 2618.647684 = -284610.263931
  nChanged 110
		SP:Iteration 9Q (148268.710000 sec): 3 clusters
  Score: Raw -287294.239615 + Penalty 2618.647684 = -284675.591931
  nChanged 99
		SP:Iteration 10Q (148268.770000 sec): 3 clusters
  Score: Raw -287344.536448 + Penalty 2618.647684 = -284725.888764
  nChanged 81
		SP:Iteration 11Q (148268.830000 sec): 3 clusters
  Score: Raw -287382.090783 + Penalty 2618.647684 = -284763.443099
  nChanged 51
		SP:Iteration 12Q (148268.890000 sec): 3 clusters
  Score: Raw -287404.333396 + Penalty 2618.647684 = -284785.685712
  nChanged 48
		SP:Iteration 13Q (148268.950000 sec): 3 clusters
  Score: Raw -287423.785524 + Penalty 2618.647684 = -284805.137840
  nChanged 47
		SP:Iteration 14Q (148269.010000 sec): 3 clusters
  Score: Raw -287447.255684 + Penalty 2618.647684 = -284828.608000
  nChanged 52
		SP:Iteration 15Q (148269.070000 sec): 3 clusters
  Score: Raw -287468.369696 + Penalty 2618.647684 = -284849.722012
  nChanged 36
		SP:Iteration 16Q (148269.130000 sec): 3 clusters
  Score: Raw -287482.506408 + Penalty 2618.647684 = -284863.858724
  nChanged 39
		SP:Iteration 17Q (148269.190000 sec): 3 clusters
  Score: Raw -287503.383739 + Penalty 2618.647684 = -284884.736055
  nChanged 43
		SP:Iteration 18Q (148269.250000 sec): 3 clusters
  Score: Raw -287525.580363 + Penalty 2618.647684 = -284906.932680
  nChanged 35
		SP:Iteration 19Q (148269.310000 sec): 3 clusters
  Score: Raw -287539.776482 + Penalty 2618.647684 = -284921.128798
  nChanged 32
		SP:Iteration 20F (148269.370000 sec): 3 clusters
  Score: Raw -287553.444799 + Penalty 2618.647684 = -284934.797115
  nChanged 26
		SP:Iteration 21Q (148269.430000 sec): 3 clusters
  Score: Raw -287566.404711 + Penalty 2618.647684 = -284947.757027
  nChanged 26
		SP:Iteration 22Q (148269.490000 sec): 3 clusters
  Score: Raw -287579.968119 + Penalty 2618.647684 = -284961.320436
  nChanged 28
		SP:Iteration 23Q (148269.550000 sec): 3 clusters
  Score: Raw -287593.387052 + Penalty 2618.647684 = -284974.739368
  nChanged 22
		SP:Iteration 24Q (148269.610000 sec): 3 clusters
  Score: Raw -287604.534463 + Penalty 2618.647684 = -284985.886779
  nChanged 23
		SP:Iteration 25Q (148269.670000 sec): 3 clusters
  Score: Raw -287615.916185 + Penalty 2618.647684 = -284997.268501
  nChanged 23
		SP:Iteration 26Q (148269.730000 sec): 3 clusters
  Score: Raw -287625.545141 + Penalty 2618.647684 = -285006.897458
  nChanged 13
		SP:Iteration 27Q (148269.790000 sec): 3 clusters
  Score: Raw -287630.546420 + Penalty 2618.647684 = -285011.898736
  nChanged 11
		SP:Iteration 28Q (148269.850000 sec): 3 clusters
  Score: Raw -287635.000637 + Penalty 2618.647684 = -285016.352953
  nChanged 7
		SP:Iteration 29Q (148269.910000 sec): 3 clusters
  Score: Raw -287637.930564 + Penalty 2618.647684 = -285019.282880
  nChanged 6
		SP:Iteration 30Q (148269.970000 sec): 3 clusters
  Score: Raw -287640.182096 + Penalty 2618.647684 = -285021.534413
  nChanged 4
		SP:Iteration 31Q (148270.030000 sec): 3 clusters
  Score: Raw -287641.816446 + Penalty 2618.647684 = -285023.168762
  nChanged 5
		SP:Iteration 32Q (148270.090000 sec): 3 clusters
  Score: Raw -287643.464770 + Penalty 2618.647684 = -285024.817086
  nChanged 7
		SP:Iteration 33Q (148270.150000 sec): 3 clusters
  Score: Raw -287647.620208 + Penalty 2618.647684 = -285028.972524
  nChanged 8
		SP:Iteration 34Q (148270.210000 sec): 3 clusters
  Score: Raw -287651.008599 + Penalty 2618.647684 = -285032.360915
  nChanged 4
		SP:Iteration 35Q (148270.270000 sec): 3 clusters
  Score: Raw -287652.954914 + Penalty 2618.647684 = -285034.307230
  nChanged 5
		SP:Iteration 36Q (148270.330000 sec): 3 clusters
  Score: Raw -287655.540393 + Penalty 2618.647684 = -285036.892709
  nChanged 6
		SP:Iteration 37Q (148270.390000 sec): 3 clusters
  Score: Raw -287658.124161 + Penalty 2618.647684 = -285039.476478
  nChanged 6
		SP:Iteration 38Q (148270.450000 sec): 3 clusters
  Score: Raw -287661.328070 + Penalty 2618.647684 = -285042.680387
  nChanged 6
		SP:Iteration 39Q (148270.510000 sec): 3 clusters
  Score: Raw -287664.279517 + Penalty 2618.647684 = -285045.631833
  nChanged 8
		SP:Iteration 40F (148270.570000 sec): 3 clusters
  Score: Raw -287668.127903 + Penalty 2618.647684 = -285049.480220
  nChanged 8
		SP:Iteration 41Q (148270.630000 sec): 3 clusters
  Score: Raw -287671.851803 + Penalty 2618.647684 = -285053.204119
  nChanged 7
		SP:Iteration 42Q (148270.690000 sec): 3 clusters
  Score: Raw -287674.939993 + Penalty 2618.647684 = -285056.292310
  nChanged 5
		SP:Iteration 43Q (148270.750000 sec): 3 clusters
  Score: Raw -287676.907954 + Penalty 2618.647684 = -285058.260271
  nChanged 4
		SP:Iteration 44Q (148270.820000 sec): 3 clusters
  Score: Raw -287678.927592 + Penalty 2618.647684 = -285060.279908
  nChanged 3
		SP:Iteration 45Q (148270.880000 sec): 3 clusters
  Score: Raw -287681.090598 + Penalty 2618.647684 = -285062.442914
  nChanged 1
		SP:Iteration 46Q (148270.940000 sec): 3 clusters
  Score: Raw -287681.304464 + Penalty 2618.647684 = -285062.656780
  nChanged 2
		SP:Iteration 47Q (148271.000000 sec): 3 clusters
  Score: Raw -287682.096843 + Penalty 2618.647684 = -285063.449159
  nChanged 5
		SP:Iteration 48Q (148271.060000 sec): 3 clusters
  Score: Raw -287683.983353 + Penalty 2618.647684 = -285065.335669
  nChanged 4
		SP:Iteration 49Q (148271.120000 sec): 3 clusters
  Score: Raw -287685.513394 + Penalty 2618.647684 = -285066.865710
  nChanged 3
		SP:Iteration 50Q (148271.180000 sec): 3 clusters
  Score: Raw -287686.925151 + Penalty 2618.647684 = -285068.277467
  nChanged 4
		SP:Iteration 51Q (148271.240000 sec): 3 clusters
  Score: Raw -287690.091242 + Penalty 2618.647684 = -285071.443558
  nChanged 5
		SP:Iteration 52Q (148271.300000 sec): 3 clusters
  Score: Raw -287693.527502 + Penalty 2618.647684 = -285074.879818
  nChanged 5
		SP:Iteration 53Q (148271.360000 sec): 3 clusters
  Score: Raw -287695.396790 + Penalty 2618.647684 = -285076.749106
  nChanged 2
		SP:Iteration 54Q (148271.420000 sec): 3 clusters
  Score: Raw -287696.129633 + Penalty 2618.647684 = -285077.481949
  nChanged 4
		SP:Iteration 55Q (148271.480000 sec): 3 clusters
  Score: Raw -287697.669421 + Penalty 2618.647684 = -285079.021737
  nChanged 3
		SP:Iteration 56Q (148271.540000 sec): 3 clusters
  Score: Raw -287698.898949 + Penalty 2618.647684 = -285080.251265
  nChanged 2
		SP:Iteration 57Q (148271.600000 sec): 3 clusters
  Score: Raw -287700.175668 + Penalty 2618.647684 = -285081.527984
  nChanged 4
		SP:Iteration 58Q (148271.660000 sec): 3 clusters
  Score: Raw -287702.841329 + Penalty 2618.647684 = -285084.193645
  nChanged 7
		SP:Iteration 59Q (148271.720000 sec): 3 clusters
  Score: Raw -287705.900679 + Penalty 2618.647684 = -285087.252995
  nChanged 3
		SP:Iteration 60F (148271.780000 sec): 3 clusters
  Score: Raw -287707.063490 + Penalty 2618.647684 = -285088.415806
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 23 (12264 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (148271.910000 sec): 2 clusters
  Score: Raw -1016231.058175 + Penalty 1529.843806 = -1014701.214369
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (148272.110000 sec): 3 clusters
  Score: Raw -1009189.674690 + Penalty 3059.687612 = -1006129.987079
  nChanged 5285
		SP:Iteration 1F (148272.290000 sec): 3 clusters
  Score: Raw -1012072.622220 + Penalty 3059.687612 = -1009012.934608
  nChanged 751
		SP:Iteration 2F (148272.460000 sec): 3 clusters
  Score: Raw -1012428.130667 + Penalty 3059.687612 = -1009368.443055
  nChanged 670
		SP:Iteration 3F (148272.660000 sec): 3 clusters
  Score: Raw -1012772.186520 + Penalty 3059.687612 = -1009712.498909
  nChanged 639
		SP:Iteration 4F (148272.870000 sec): 3 clusters
  Score: Raw -1013145.522582 + Penalty 3059.687612 = -1010085.834971
  nChanged 666
		SP:Iteration 5F (148273.020000 sec): 3 clusters
  Score: Raw -1013640.350036 + Penalty 3059.687612 = -1010580.662424
  nChanged 702
		SP:Iteration 6F (148273.190000 sec): 3 clusters
  Score: Raw -1014223.669831 + Penalty 3059.687612 = -1011163.982219
  nChanged 684
		SP:Iteration 7F (148273.390000 sec): 3 clusters
  Score: Raw -1014887.661350 + Penalty 3059.687612 = -1011827.973738
  nChanged 585
		SP:Iteration 8Q (148273.570000 sec): 3 clusters
  Score: Raw -1015436.034649 + Penalty 3059.687612 = -1012376.347037
  nChanged 484
		SP:Iteration 9Q (148273.750000 sec): 3 clusters
  Score: Raw -1015837.419617 + Penalty 3059.687612 = -1012777.732005
  nChanged 346
		SP:Iteration 10Q (148273.930000 sec): 3 clusters
  Score: Raw -1016102.693021 + Penalty 3059.687612 = -1013043.005409
  nChanged 251
		SP:Iteration 11Q (148274.100000 sec): 3 clusters
  Score: Raw -1016307.491164 + Penalty 3059.687612 = -1013247.803553
  nChanged 175
		SP:Iteration 12Q (148274.290000 sec): 3 clusters
  Score: Raw -1016462.764166 + Penalty 3059.687612 = -1013403.076554
  nChanged 148
		SP:Iteration 13Q (148274.460000 sec): 3 clusters
  Score: Raw -1016562.256901 + Penalty 3059.687612 = -1013502.569290
  nChanged 113
		SP:Iteration 14Q (148274.620000 sec): 3 clusters
  Score: Raw -1016624.964782 + Penalty 3059.687612 = -1013565.277170
  nChanged 63
		SP:Iteration 15Q (148274.800000 sec): 3 clusters
  Score: Raw -1016660.812767 + Penalty 3059.687612 = -1013601.125155
  nChanged 49
		SP:Iteration 16Q (148274.970000 sec): 3 clusters
  Score: Raw -1016682.013055 + Penalty 3059.687612 = -1013622.325443
  nChanged 36
		SP:Iteration 17Q (148275.150000 sec): 3 clusters
  Score: Raw -1016696.569847 + Penalty 3059.687612 = -1013636.882235
  nChanged 24
		SP:Iteration 18Q (148275.310000 sec): 3 clusters
  Score: Raw -1016704.686699 + Penalty 3059.687612 = -1013644.999087
  nChanged 21
		SP:Iteration 19Q (148275.510000 sec): 3 clusters
  Score: Raw -1016713.578016 + Penalty 3059.687612 = -1013653.890404
  nChanged 26
		SP:Iteration 20F (148275.680000 sec): 3 clusters
  Score: Raw -1016725.367426 + Penalty 3059.687612 = -1013665.679814
  nChanged 24
		SP:Iteration 21Q (148275.840000 sec): 3 clusters
  Score: Raw -1016739.601468 + Penalty 3059.687612 = -1013679.913856
  nChanged 23
		SP:Iteration 22Q (148276.010000 sec): 3 clusters
  Score: Raw -1016750.512461 + Penalty 3059.687612 = -1013690.824849
  nChanged 23
		SP:Iteration 23Q (148276.170000 sec): 3 clusters
  Score: Raw -1016760.112683 + Penalty 3059.687612 = -1013700.425072
  nChanged 17
		SP:Iteration 24Q (148276.350000 sec): 3 clusters
  Score: Raw -1016766.487387 + Penalty 3059.687612 = -1013706.799775
  nChanged 22
		SP:Iteration 25Q (148276.510000 sec): 3 clusters
  Score: Raw -1016775.227242 + Penalty 3059.687612 = -1013715.539630
  nChanged 21
		SP:Iteration 26Q (148276.680000 sec): 3 clusters
  Score: Raw -1016785.588905 + Penalty 3059.687612 = -1013725.901293
  nChanged 23
		SP:Iteration 27Q (148276.850000 sec): 3 clusters
  Score: Raw -1016793.985854 + Penalty 3059.687612 = -1013734.298242
  nChanged 20
		SP:Iteration 28Q (148277.030000 sec): 3 clusters
  Score: Raw -1016800.141239 + Penalty 3059.687612 = -1013740.453627
  nChanged 14
		SP:Iteration 29Q (148277.190000 sec): 3 clusters
  Score: Raw -1016804.314087 + Penalty 3059.687612 = -1013744.626475
  nChanged 17
		SP:Iteration 30Q (148277.380000 sec): 3 clusters
  Score: Raw -1016809.474401 + Penalty 3059.687612 = -1013749.786789
  nChanged 14
		SP:Iteration 31Q (148277.540000 sec): 3 clusters
  Score: Raw -1016816.336080 + Penalty 3059.687612 = -1013756.648469
  nChanged 16
		SP:Iteration 32Q (148277.730000 sec): 3 clusters
  Score: Raw -1016822.959209 + Penalty 3059.687612 = -1013763.271597
  nChanged 17
		SP:Iteration 33Q (148277.890000 sec): 3 clusters
  Score: Raw -1016828.188556 + Penalty 3059.687612 = -1013768.500945
  nChanged 11
		SP:Iteration 34Q (148278.070000 sec): 3 clusters
  Score: Raw -1016831.833898 + Penalty 3059.687612 = -1013772.146286
  nChanged 5
		SP:Iteration 35Q (148278.230000 sec): 3 clusters
  Score: Raw -1016833.175437 + Penalty 3059.687612 = -1013773.487826
  nChanged 3
		SP:Iteration 36Q (148278.390000 sec): 3 clusters
  Score: Raw -1016833.766965 + Penalty 3059.687612 = -1013774.079353
  nChanged 1
		SP:Iteration 37Q (148278.560000 sec): 3 clusters
  Score: Raw -1016835.040843 + Penalty 3059.687612 = -1013775.353232
  nChanged 2
		SP:Iteration 38Q (148278.730000 sec): 3 clusters
  Score: Raw -1016835.553002 + Penalty 3059.687612 = -1013775.865390
  nChanged 1
		SP:Iteration 39Q (148278.890000 sec): 3 clusters
  Score: Raw -1016835.750375 + Penalty 3059.687612 = -1013776.062764
  nChanged 0
		SP:Iteration 40F (148279.090000 sec): 3 clusters
  Score: Raw -1016835.750375 + Penalty 3059.687612 = -1013776.062764
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 24 (3987 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (148279.170000 sec): 2 clusters
  Score: Raw -278654.969454 + Penalty 1347.254081 = -277307.715373
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (148279.260000 sec): 3 clusters
  Score: Raw -276707.356273 + Penalty 2694.508163 = -274012.848110
  nChanged 1624
		SP:Iteration 1F (148279.330000 sec): 3 clusters
  Score: Raw -277999.039844 + Penalty 2694.508163 = -275304.531681
  nChanged 406
		SP:Iteration 2F (148279.400000 sec): 3 clusters
  Score: Raw -278394.626384 + Penalty 2694.508163 = -275700.118221
  nChanged 292
		SP:Iteration 3F (148279.480000 sec): 3 clusters
  Score: Raw -278653.251783 + Penalty 2694.508163 = -275958.743620
  nChanged 231
		SP:Iteration 4F (148279.550000 sec): 3 clusters
  Score: Raw -278816.460179 + Penalty 2694.508163 = -276121.952016
  nChanged 155
		SP:Iteration 5Q (148279.630000 sec): 3 clusters
  Score: Raw -278937.382997 + Penalty 2694.508163 = -276242.874834
  nChanged 137
		SP:Iteration 6Q (148279.700000 sec): 3 clusters
  Score: Raw -279022.359484 + Penalty 2694.508163 = -276327.851321
  nChanged 88
		SP:Iteration 7Q (148279.770000 sec): 3 clusters
  Score: Raw -279064.774224 + Penalty 2694.508163 = -276370.266061
  nChanged 71
		SP:Iteration 8Q (148279.850000 sec): 3 clusters
  Score: Raw -279096.798802 + Penalty 2694.508163 = -276402.290639
  nChanged 41
		SP:Iteration 9Q (148279.930000 sec): 3 clusters
  Score: Raw -279122.383072 + Penalty 2694.508163 = -276427.874909
  nChanged 41
		SP:Iteration 10Q (148280.000000 sec): 3 clusters
  Score: Raw -279136.268969 + Penalty 2694.508163 = -276441.760806
  nChanged 37
		SP:Iteration 11Q (148280.070000 sec): 3 clusters
  Score: Raw -279148.189701 + Penalty 2694.508163 = -276453.681538
  nChanged 37
		SP:Iteration 12Q (148280.150000 sec): 3 clusters
  Score: Raw -279162.712212 + Penalty 2694.508163 = -276468.204049
  nChanged 32
		SP:Iteration 13Q (148280.220000 sec): 3 clusters
  Score: Raw -279179.519274 + Penalty 2694.508163 = -276485.011111
  nChanged 40
		SP:Iteration 14Q (148280.300000 sec): 3 clusters
  Score: Raw -279196.942391 + Penalty 2694.508163 = -276502.434228
  nChanged 34
		SP:Iteration 15Q (148280.370000 sec): 3 clusters
  Score: Raw -279211.986634 + Penalty 2694.508163 = -276517.478471
  nChanged 42
		SP:Iteration 16Q (148280.450000 sec): 3 clusters
  Score: Raw -279230.063427 + Penalty 2694.508163 = -276535.555264
  nChanged 33
		SP:Iteration 17Q (148280.520000 sec): 3 clusters
  Score: Raw -279240.679753 + Penalty 2694.508163 = -276546.171590
  nChanged 23
		SP:Iteration 18Q (148280.600000 sec): 3 clusters
  Score: Raw -279247.738311 + Penalty 2694.508163 = -276553.230148
  nChanged 20
		SP:Iteration 19Q (148280.670000 sec): 3 clusters
  Score: Raw -279252.970976 + Penalty 2694.508163 = -276558.462813
  nChanged 22
		SP:Iteration 20F (148280.750000 sec): 3 clusters
  Score: Raw -279260.259281 + Penalty 2694.508163 = -276565.751118
  nChanged 22
		SP:Iteration 21Q (148280.830000 sec): 3 clusters
  Score: Raw -279268.400455 + Penalty 2694.508163 = -276573.892292
  nChanged 15
		SP:Iteration 22Q (148280.900000 sec): 3 clusters
  Score: Raw -279273.236134 + Penalty 2694.508163 = -276578.727971
  nChanged 9
		SP:Iteration 23Q (148280.970000 sec): 3 clusters
  Score: Raw -279275.392106 + Penalty 2694.508163 = -276580.883943
  nChanged 10
		SP:Iteration 24Q (148281.050000 sec): 3 clusters
  Score: Raw -279277.828781 + Penalty 2694.508163 = -276583.320618
  nChanged 7
		SP:Iteration 25Q (148281.130000 sec): 3 clusters
  Score: Raw -279280.215628 + Penalty 2694.508163 = -276585.707465
  nChanged 4
		SP:Iteration 26Q (148281.200000 sec): 3 clusters
  Score: Raw -279280.872240 + Penalty 2694.508163 = -276586.364077
  nChanged 3
		SP:Iteration 27Q (148281.270000 sec): 3 clusters
  Score: Raw -279281.803970 + Penalty 2694.508163 = -276587.295807
  nChanged 4
		SP:Iteration 28Q (148281.350000 sec): 3 clusters
  Score: Raw -279282.790431 + Penalty 2694.508163 = -276588.282268
  nChanged 5
		SP:Iteration 29Q (148281.430000 sec): 3 clusters
  Score: Raw -279283.816555 + Penalty 2694.508163 = -276589.308392
  nChanged 3
		SP:Iteration 30Q (148281.500000 sec): 3 clusters
  Score: Raw -279284.184836 + Penalty 2694.508163 = -276589.676673
  nChanged 2
		SP:Iteration 31Q (148281.570000 sec): 3 clusters
  Score: Raw -279284.382874 + Penalty 2694.508163 = -276589.874711
  nChanged 3
		SP:Iteration 32Q (148281.650000 sec): 3 clusters
  Score: Raw -279284.901673 + Penalty 2694.508163 = -276590.393510
  nChanged 1
		SP:Iteration 33Q (148281.730000 sec): 3 clusters
  Score: Raw -279285.296514 + Penalty 2694.508163 = -276590.788352
  nChanged 1
		SP:Iteration 34Q (148281.800000 sec): 3 clusters
  Score: Raw -279285.674997 + Penalty 2694.508163 = -276591.166834
  nChanged 2
		SP:Iteration 35Q (148281.880000 sec): 3 clusters
  Score: Raw -279285.888791 + Penalty 2694.508163 = -276591.380628
  nChanged 1
		SP:Iteration 36Q (148281.950000 sec): 3 clusters
  Score: Raw -279285.969120 + Penalty 2694.508163 = -276591.460957
  nChanged 0
		SP:Iteration 37F (148282.030000 sec): 3 clusters
  Score: Raw -279285.969120 + Penalty 2694.508163 = -276591.460957
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 25 (4172 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (148282.100000 sec): 2 clusters
  Score: Raw -334659.908487 + Penalty 1354.624508 = -333305.283980
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (148282.190000 sec): 3 clusters
  Score: Raw -332598.428265 + Penalty 2709.249015 = -329889.179249
  nChanged 1626
		SP:Iteration 1F (148282.270000 sec): 3 clusters
  Score: Raw -333649.030630 + Penalty 2709.249015 = -330939.781615
  nChanged 350
		SP:Iteration 2F (148282.350000 sec): 3 clusters
  Score: Raw -333915.709905 + Penalty 2709.249015 = -331206.460890
  nChanged 280
		SP:Iteration 3F (148282.420000 sec): 3 clusters
  Score: Raw -334145.354858 + Penalty 2709.249015 = -331436.105843
  nChanged 212
		SP:Iteration 4F (148282.500000 sec): 3 clusters
  Score: Raw -334282.176444 + Penalty 2709.249015 = -331572.927429
  nChanged 160
		SP:Iteration 5Q (148282.580000 sec): 3 clusters
  Score: Raw -334392.956613 + Penalty 2709.249015 = -331683.707598
  nChanged 135
		SP:Iteration 6Q (148282.660000 sec): 3 clusters
  Score: Raw -334473.614964 + Penalty 2709.249015 = -331764.365949
  nChanged 116
		SP:Iteration 7Q (148282.740000 sec): 3 clusters
  Score: Raw -334530.670295 + Penalty 2709.249015 = -331821.421280
  nChanged 89
		SP:Iteration 8Q (148282.820000 sec): 3 clusters
  Score: Raw -334572.197305 + Penalty 2709.249015 = -331862.948289
  nChanged 81
		SP:Iteration 9Q (148282.890000 sec): 3 clusters
  Score: Raw -334618.591549 + Penalty 2709.249015 = -331909.342534
  nChanged 72
		SP:Iteration 10Q (148282.970000 sec): 3 clusters
  Score: Raw -334656.500994 + Penalty 2709.249015 = -331947.251979
  nChanged 86
		SP:Iteration 11Q (148283.050000 sec): 3 clusters
  Score: Raw -334700.374833 + Penalty 2709.249015 = -331991.125817
  nChanged 71
		SP:Iteration 12Q (148283.130000 sec): 3 clusters
  Score: Raw -334734.291057 + Penalty 2709.249015 = -332025.042042
  nChanged 65
		SP:Iteration 13Q (148283.210000 sec): 3 clusters
  Score: Raw -334765.601081 + Penalty 2709.249015 = -332056.352065
  nChanged 55
		SP:Iteration 14Q (148283.290000 sec): 3 clusters
  Score: Raw -334795.327934 + Penalty 2709.249015 = -332086.078918
  nChanged 64
		SP:Iteration 15Q (148283.370000 sec): 3 clusters
  Score: Raw -334823.805896 + Penalty 2709.249015 = -332114.556881
  nChanged 46
		SP:Iteration 16Q (148283.450000 sec): 3 clusters
  Score: Raw -334848.775470 + Penalty 2709.249015 = -332139.526455
  nChanged 58
		SP:Iteration 17Q (148283.520000 sec): 3 clusters
  Score: Raw -334875.628817 + Penalty 2709.249015 = -332166.379802
  nChanged 49
		SP:Iteration 18Q (148283.600000 sec): 3 clusters
  Score: Raw -334900.392400 + Penalty 2709.249015 = -332191.143384
  nChanged 55
		SP:Iteration 19Q (148283.680000 sec): 3 clusters
  Score: Raw -334926.114652 + Penalty 2709.249015 = -332216.865636
  nChanged 63
		SP:Iteration 20F (148283.760000 sec): 3 clusters
  Score: Raw -334960.854743 + Penalty 2709.249015 = -332251.605727
  nChanged 60
		SP:Iteration 21Q (148283.830000 sec): 3 clusters
  Score: Raw -334997.631219 + Penalty 2709.249015 = -332288.382204
  nChanged 56
		SP:Iteration 22Q (148283.910000 sec): 3 clusters
  Score: Raw -335028.903203 + Penalty 2709.249015 = -332319.654187
  nChanged 50
		SP:Iteration 23Q (148283.990000 sec): 3 clusters
  Score: Raw -335060.661429 + Penalty 2709.249015 = -332351.412414
  nChanged 42
		SP:Iteration 24Q (148284.070000 sec): 3 clusters
  Score: Raw -335077.402033 + Penalty 2709.249015 = -332368.153018
  nChanged 38
		SP:Iteration 25Q (148284.150000 sec): 3 clusters
  Score: Raw -335098.456452 + Penalty 2709.249015 = -332389.207437
  nChanged 33
		SP:Iteration 26Q (148284.230000 sec): 3 clusters
  Score: Raw -335110.958687 + Penalty 2709.249015 = -332401.709671
  nChanged 23
		SP:Iteration 27Q (148284.300000 sec): 3 clusters
  Score: Raw -335119.150827 + Penalty 2709.249015 = -332409.901812
  nChanged 18
		SP:Iteration 28Q (148284.380000 sec): 3 clusters
  Score: Raw -335126.298871 + Penalty 2709.249015 = -332417.049856
  nChanged 12
		SP:Iteration 29Q (148284.460000 sec): 3 clusters
  Score: Raw -335130.797122 + Penalty 2709.249015 = -332421.548107
  nChanged 14
		SP:Iteration 30Q (148284.530000 sec): 3 clusters
  Score: Raw -335134.635768 + Penalty 2709.249015 = -332425.386752
  nChanged 10
		SP:Iteration 31Q (148284.610000 sec): 3 clusters
  Score: Raw -335137.879857 + Penalty 2709.249015 = -332428.630842
  nChanged 9
		SP:Iteration 32Q (148284.690000 sec): 3 clusters
  Score: Raw -335140.154692 + Penalty 2709.249015 = -332430.905676
  nChanged 7
		SP:Iteration 33Q (148284.770000 sec): 3 clusters
  Score: Raw -335141.786817 + Penalty 2709.249015 = -332432.537802
  nChanged 5
		SP:Iteration 34Q (148284.840000 sec): 3 clusters
  Score: Raw -335143.251003 + Penalty 2709.249015 = -332434.001988
  nChanged 9
		SP:Iteration 35Q (148284.920000 sec): 3 clusters
  Score: Raw -335146.184186 + Penalty 2709.249015 = -332436.935171
  nChanged 10
		SP:Iteration 36Q (148285.000000 sec): 3 clusters
  Score: Raw -335149.808312 + Penalty 2709.249015 = -332440.559297
  nChanged 12
		SP:Iteration 37Q (148285.070000 sec): 3 clusters
  Score: Raw -335153.874467 + Penalty 2709.249015 = -332444.625452
  nChanged 9
		SP:Iteration 38Q (148285.150000 sec): 3 clusters
  Score: Raw -335156.708757 + Penalty 2709.249015 = -332447.459741
  nChanged 11
		SP:Iteration 39Q (148285.230000 sec): 3 clusters
  Score: Raw -335161.194186 + Penalty 2709.249015 = -332451.945171
  nChanged 15
		SP:Iteration 40F (148285.310000 sec): 3 clusters
  Score: Raw -335164.976013 + Penalty 2709.249015 = -332455.726998
  nChanged 9
		SP:Iteration 41Q (148285.380000 sec): 3 clusters
  Score: Raw -335167.316422 + Penalty 2709.249015 = -332458.067406
  nChanged 4
		SP:Iteration 42Q (148285.460000 sec): 3 clusters
  Score: Raw -335168.178010 + Penalty 2709.249015 = -332458.928994
  nChanged 7
		SP:Iteration 43Q (148285.540000 sec): 3 clusters
  Score: Raw -335170.014247 + Penalty 2709.249015 = -332460.765232
  nChanged 5
		SP:Iteration 44Q (148285.610000 sec): 3 clusters
  Score: Raw -335171.334076 + Penalty 2709.249015 = -332462.085061
  nChanged 2
		SP:Iteration 45Q (148285.690000 sec): 3 clusters
  Score: Raw -335171.574312 + Penalty 2709.249015 = -332462.325296
  nChanged 0
		SP:Iteration 46F (148285.770000 sec): 3 clusters
  Score: Raw -335171.574312 + Penalty 2709.249015 = -332462.325296
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 26 (24852 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (148285.980000 sec): 2 clusters
  Score: Raw -2243154.871353 + Penalty 1644.612696 = -2241510.258657
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (148286.280000 sec): 3 clusters
  Score: Raw -2228026.591229 + Penalty 3289.225391 = -2224737.365837
  nChanged 11405
		SP:Iteration 1F (148286.560000 sec): 3 clusters
  Score: Raw -2234428.394386 + Penalty 3289.225391 = -2231139.168995
  nChanged 1141
		SP:Iteration 2Q (148286.860000 sec): 3 clusters
  Score: Raw -2234834.693239 + Penalty 3289.225391 = -2231545.467847
  nChanged 1101
		SP:Iteration 3Q (148287.200000 sec): 3 clusters
  Score: Raw -2235260.828166 + Penalty 3289.225391 = -2231971.602775
  nChanged 1115
		SP:Iteration 4Q (148287.490000 sec): 3 clusters
  Score: Raw -2235758.491489 + Penalty 3289.225391 = -2232469.266098
  nChanged 1155
		SP:Iteration 5Q (148287.830000 sec): 3 clusters
  Score: Raw -2236265.784431 + Penalty 3289.225391 = -2232976.559040
  nChanged 1194
		SP:Iteration 6Q (148288.140000 sec): 3 clusters
  Score: Raw -2236788.191538 + Penalty 3289.225391 = -2233498.966147
  nChanged 1124
		SP:Iteration 7Q (148288.480000 sec): 3 clusters
  Score: Raw -2237269.987206 + Penalty 3289.225391 = -2233980.761815
  nChanged 1007
		SP:Iteration 8Q (148288.790000 sec): 3 clusters
  Score: Raw -2237685.363650 + Penalty 3289.225391 = -2234396.138259
  nChanged 914
		SP:Iteration 9Q (148289.080000 sec): 3 clusters
  Score: Raw -2238039.530945 + Penalty 3289.225391 = -2234750.305554
  nChanged 817
		SP:Iteration 10Q (148289.420000 sec): 3 clusters
  Score: Raw -2238359.997948 + Penalty 3289.225391 = -2235070.772557
  nChanged 767
		SP:Iteration 11Q (148289.720000 sec): 3 clusters
  Score: Raw -2238667.118515 + Penalty 3289.225391 = -2235377.893124
  nChanged 741
		SP:Iteration 12Q (148290.050000 sec): 3 clusters
  Score: Raw -2238972.528077 + Penalty 3289.225391 = -2235683.302686
  nChanged 629
		SP:Iteration 13Q (148290.360000 sec): 3 clusters
  Score: Raw -2239231.290355 + Penalty 3289.225391 = -2235942.064964
  nChanged 539
		SP:Iteration 14Q (148290.650000 sec): 3 clusters
  Score: Raw -2239449.404626 + Penalty 3289.225391 = -2236160.179235
  nChanged 471
		SP:Iteration 15Q (148290.980000 sec): 3 clusters
  Score: Raw -2239607.972546 + Penalty 3289.225391 = -2236318.747154
  nChanged 387
		SP:Iteration 16Q (148291.270000 sec): 3 clusters
  Score: Raw -2239728.999243 + Penalty 3289.225391 = -2236439.773852
  nChanged 343
		SP:Iteration 17Q (148291.560000 sec): 3 clusters
  Score: Raw -2239830.032442 + Penalty 3289.225391 = -2236540.807051
  nChanged 358
		SP:Iteration 18Q (148291.890000 sec): 3 clusters
  Score: Raw -2239928.447063 + Penalty 3289.225391 = -2236639.221672
  nChanged 360
		SP:Iteration 19Q (148292.190000 sec): 3 clusters
  Score: Raw -2240039.067669 + Penalty 3289.225391 = -2236749.842278
  nChanged 397
		SP:Iteration 20F (148292.470000 sec): 3 clusters
  Score: Raw -2240165.370820 + Penalty 3289.225391 = -2236876.145428
  nChanged 417
		SP:Iteration 21Q (148292.800000 sec): 3 clusters
  Score: Raw -2240294.715091 + Penalty 3289.225391 = -2237005.489700
  nChanged 405
		SP:Iteration 22Q (148293.100000 sec): 3 clusters
  Score: Raw -2240423.666154 + Penalty 3289.225391 = -2237134.440762
  nChanged 386
		SP:Iteration 23Q (148293.380000 sec): 3 clusters
  Score: Raw -2240540.645128 + Penalty 3289.225391 = -2237251.419737
  nChanged 386
		SP:Iteration 24Q (148293.700000 sec): 3 clusters
  Score: Raw -2240668.143926 + Penalty 3289.225391 = -2237378.918535
  nChanged 418
		SP:Iteration 25Q (148293.990000 sec): 3 clusters
  Score: Raw -2240817.378516 + Penalty 3289.225391 = -2237528.153125
  nChanged 429
		SP:Iteration 26Q (148294.260000 sec): 3 clusters
  Score: Raw -2240982.996169 + Penalty 3289.225391 = -2237693.770778
  nChanged 454
		SP:Iteration 27Q (148294.540000 sec): 3 clusters
  Score: Raw -2241171.696120 + Penalty 3289.225391 = -2237882.470729
  nChanged 457
		SP:Iteration 28Q (148294.800000 sec): 3 clusters
  Score: Raw -2241365.685174 + Penalty 3289.225391 = -2238076.459783
  nChanged 426
		SP:Iteration 29Q (148295.120000 sec): 3 clusters
  Score: Raw -2241552.778144 + Penalty 3289.225391 = -2238263.552752
  nChanged 429
		SP:Iteration 30Q (148295.400000 sec): 3 clusters
  Score: Raw -2241759.259898 + Penalty 3289.225391 = -2238470.034507
  nChanged 438
		SP:Iteration 31Q (148295.680000 sec): 3 clusters
  Score: Raw -2241984.942067 + Penalty 3289.225391 = -2238695.716675
  nChanged 408
		SP:Iteration 32Q (148295.940000 sec): 3 clusters
  Score: Raw -2242209.778641 + Penalty 3289.225391 = -2238920.553250
  nChanged 395
		SP:Iteration 33Q (148296.200000 sec): 3 clusters
  Score: Raw -2242436.449579 + Penalty 3289.225391 = -2239147.224188
  nChanged 325
		SP:Iteration 34Q (148296.460000 sec): 3 clusters
  Score: Raw -2242628.415817 + Penalty 3289.225391 = -2239339.190426
  nChanged 324
		SP:Iteration 35Q (148296.720000 sec): 3 clusters
  Score: Raw -2242828.925478 + Penalty 3289.225391 = -2239539.700087
  nChanged 256
		SP:Iteration 36Q (148296.980000 sec): 3 clusters
  Score: Raw -2242997.738937 + Penalty 3289.225391 = -2239708.513546
  nChanged 211
		SP:Iteration 37Q (148297.230000 sec): 3 clusters
  Score: Raw -2243133.666865 + Penalty 3289.225391 = -2239844.441474
  nChanged 157
		SP:Iteration 38Q (148297.480000 sec): 3 clusters
  Score: Raw -2243226.147060 + Penalty 3289.225391 = -2239936.921669
  nChanged 120
		SP:Iteration 39Q (148297.740000 sec): 3 clusters
  Score: Raw -2243289.924158 + Penalty 3289.225391 = -2240000.698767
  nChanged 90
		SP:Iteration 40F (148298.020000 sec): 3 clusters
  Score: Raw -2243336.618953 + Penalty 3289.225391 = -2240047.393562
  nChanged 76
		SP:Iteration 41Q (148298.270000 sec): 3 clusters
  Score: Raw -2243375.655365 + Penalty 3289.225391 = -2240086.429974
  nChanged 67
		SP:Iteration 42Q (148298.520000 sec): 3 clusters
  Score: Raw -2243403.301336 + Penalty 3289.225391 = -2240114.075945
  nChanged 56
		SP:Iteration 43Q (148298.780000 sec): 3 clusters
  Score: Raw -2243432.369976 + Penalty 3289.225391 = -2240143.144585
  nChanged 47
		SP:Iteration 44Q (148299.030000 sec): 3 clusters
  Score: Raw -2243450.278839 + Penalty 3289.225391 = -2240161.053448
  nChanged 20
		SP:Iteration 45Q (148299.290000 sec): 3 clusters
  Score: Raw -2243458.619798 + Penalty 3289.225391 = -2240169.394407
  nChanged 22
		SP:Iteration 46Q (148299.570000 sec): 3 clusters
  Score: Raw -2243469.323686 + Penalty 3289.225391 = -2240180.098295
  nChanged 21
		SP:Iteration 47Q (148299.820000 sec): 3 clusters
  Score: Raw -2243481.009109 + Penalty 3289.225391 = -2240191.783718
  nChanged 26
		SP:Iteration 48Q (148300.070000 sec): 3 clusters
  Score: Raw -2243493.187728 + Penalty 3289.225391 = -2240203.962337
  nChanged 20
		SP:Iteration 49Q (148300.330000 sec): 3 clusters
  Score: Raw -2243500.984101 + Penalty 3289.225391 = -2240211.758709
  nChanged 15
		SP:Iteration 50Q (148300.600000 sec): 3 clusters
  Score: Raw -2243506.730525 + Penalty 3289.225391 = -2240217.505134
  nChanged 15
		SP:Iteration 51Q (148300.860000 sec): 3 clusters
  Score: Raw -2243511.932253 + Penalty 3289.225391 = -2240222.706862
  nChanged 9
		SP:Iteration 52Q (148301.110000 sec): 3 clusters
  Score: Raw -2243516.077479 + Penalty 3289.225391 = -2240226.852087
  nChanged 4
		SP:Iteration 53Q (148301.360000 sec): 3 clusters
  Score: Raw -2243517.628749 + Penalty 3289.225391 = -2240228.403358
  nChanged 5
		SP:Iteration 54Q (148301.640000 sec): 3 clusters
  Score: Raw -2243520.539236 + Penalty 3289.225391 = -2240231.313845
  nChanged 10
		SP:Iteration 55Q (148301.890000 sec): 3 clusters
  Score: Raw -2243525.055086 + Penalty 3289.225391 = -2240235.829695
  nChanged 8
		SP:Iteration 56Q (148302.150000 sec): 3 clusters
  Score: Raw -2243528.299755 + Penalty 3289.225391 = -2240239.074364
  nChanged 6
		SP:Iteration 57Q (148302.400000 sec): 3 clusters
  Score: Raw -2243530.579729 + Penalty 3289.225391 = -2240241.354338
  nChanged 5
		SP:Iteration 58Q (148302.670000 sec): 3 clusters
  Score: Raw -2243532.154784 + Penalty 3289.225391 = -2240242.929392
  nChanged 3
		SP:Iteration 59Q (148302.940000 sec): 3 clusters
  Score: Raw -2243533.256954 + Penalty 3289.225391 = -2240244.031563
  nChanged 4
		SP:Iteration 60F (148303.210000 sec): 3 clusters
  Score: Raw -2243534.301187 + Penalty 3289.225391 = -2240245.075796
  nChanged 3
		SP:Iteration 61Q (148303.460000 sec): 3 clusters
  Score: Raw -2243534.877776 + Penalty 3289.225391 = -2240245.652385
  nChanged 1
		SP:Iteration 62Q (148303.710000 sec): 3 clusters
  Score: Raw -2243535.247890 + Penalty 3289.225391 = -2240246.022499
  nChanged 3
		SP:Iteration 63Q (148303.960000 sec): 3 clusters
  Score: Raw -2243536.380581 + Penalty 3289.225391 = -2240247.155190
  nChanged 3
		SP:Iteration 64Q (148304.220000 sec): 3 clusters
  Score: Raw -2243538.273706 + Penalty 3289.225391 = -2240249.048315
  nChanged 3
		SP:Iteration 65Q (148304.480000 sec): 3 clusters
  Score: Raw -2243539.215917 + Penalty 3289.225391 = -2240249.990526
  nChanged 3
		SP:Iteration 66Q (148304.760000 sec): 3 clusters
  Score: Raw -2243541.021793 + Penalty 3289.225391 = -2240251.796402
  nChanged 2
		SP:Iteration 67Q (148305.010000 sec): 3 clusters
  Score: Raw -2243541.656288 + Penalty 3289.225391 = -2240252.430896
  nChanged 2
		SP:Iteration 68Q (148305.250000 sec): 3 clusters
  Score: Raw -2243542.872644 + Penalty 3289.225391 = -2240253.647253
  nChanged 4
		SP:Iteration 69Q (148305.520000 sec): 3 clusters
  Score: Raw -2243544.989802 + Penalty 3289.225391 = -2240255.764411
  nChanged 5
		SP:Iteration 70Q (148305.790000 sec): 3 clusters
  Score: Raw -2243547.373741 + Penalty 3289.225391 = -2240258.148349
  nChanged 6
		SP:Iteration 71Q (148306.040000 sec): 3 clusters
  Score: Raw -2243550.247769 + Penalty 3289.225391 = -2240261.022377
  nChanged 8
		SP:Iteration 72Q (148306.290000 sec): 3 clusters
  Score: Raw -2243555.634900 + Penalty 3289.225391 = -2240266.409509
  nChanged 11
		SP:Iteration 73Q (148306.560000 sec): 3 clusters
  Score: Raw -2243559.640681 + Penalty 3289.225391 = -2240270.415290
  nChanged 7
		SP:Iteration 74Q (148306.820000 sec): 3 clusters
  Score: Raw -2243562.733139 + Penalty 3289.225391 = -2240273.507748
  nChanged 7
		SP:Iteration 75Q (148307.070000 sec): 3 clusters
  Score: Raw -2243566.595068 + Penalty 3289.225391 = -2240277.369676
  nChanged 5
		SP:Iteration 76Q (148307.340000 sec): 3 clusters
  Score: Raw -2243568.653121 + Penalty 3289.225391 = -2240279.427730
  nChanged 3
		SP:Iteration 77Q (148307.610000 sec): 3 clusters
  Score: Raw -2243569.575535 + Penalty 3289.225391 = -2240280.350144
  nChanged 2
		SP:Iteration 78Q (148307.860000 sec): 3 clusters
  Score: Raw -2243569.971983 + Penalty 3289.225391 = -2240280.746592
  nChanged 1
		SP:Iteration 79Q (148308.110000 sec): 3 clusters
  Score: Raw -2243570.464394 + Penalty 3289.225391 = -2240281.239003
  nChanged 1
		SP:Iteration 80F (148308.400000 sec): 3 clusters
  Score: Raw -2243571.172487 + Penalty 3289.225391 = -2240281.947096
  nChanged 1
		SP:Iteration 81Q (148308.650000 sec): 3 clusters
  Score: Raw -2243571.527472 + Penalty 3289.225391 = -2240282.302081
  nChanged 2
		SP:Iteration 82Q (148308.890000 sec): 3 clusters
  Score: Raw -2243572.243445 + Penalty 3289.225391 = -2240283.018054
  nChanged 1
		SP:Iteration 83Q (148309.170000 sec): 3 clusters
  Score: Raw -2243572.647468 + Penalty 3289.225391 = -2240283.422077
  nChanged 0
		SP:Iteration 84F (148309.440000 sec): 3 clusters
  Score: Raw -2243572.647468 + Penalty 3289.225391 = -2240283.422077
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 27 (3001 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (148309.510000 sec): 2 clusters
  Score: Raw -252824.774330 + Penalty 1301.088887 = -251523.685443
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (148309.590000 sec): 3 clusters
  Score: Raw -251489.972657 + Penalty 2602.177775 = -248887.794882
  nChanged 1100
		SP:Iteration 1F (148309.650000 sec): 3 clusters
  Score: Raw -252233.354041 + Penalty 2602.177775 = -249631.176266
  nChanged 259
		SP:Iteration 2F (148309.700000 sec): 3 clusters
  Score: Raw -252480.929655 + Penalty 2602.177775 = -249878.751880
  nChanged 210
		SP:Iteration 3F (148309.760000 sec): 3 clusters
  Score: Raw -252760.777167 + Penalty 2602.177775 = -250158.599392
  nChanged 197
		SP:Iteration 4F (148309.820000 sec): 3 clusters
  Score: Raw -252969.425735 + Penalty 2602.177775 = -250367.247960
  nChanged 151
		SP:Iteration 5F (148309.870000 sec): 3 clusters
  Score: Raw -253124.041586 + Penalty 2602.177775 = -250521.863812
  nChanged 163
		SP:Iteration 6F (148309.930000 sec): 3 clusters
  Score: Raw -253267.586358 + Penalty 2602.177775 = -250665.408584
  nChanged 126
		SP:Iteration 7Q (148309.980000 sec): 3 clusters
  Score: Raw -253368.330895 + Penalty 2602.177775 = -250766.153120
  nChanged 89
		SP:Iteration 8Q (148310.040000 sec): 3 clusters
  Score: Raw -253423.692039 + Penalty 2602.177775 = -250821.514264
  nChanged 71
		SP:Iteration 9Q (148310.100000 sec): 3 clusters
  Score: Raw -253466.295226 + Penalty 2602.177775 = -250864.117451
  nChanged 57
		SP:Iteration 10Q (148310.150000 sec): 3 clusters
  Score: Raw -253510.915297 + Penalty 2602.177775 = -250908.737522
  nChanged 50
		SP:Iteration 11Q (148310.200000 sec): 3 clusters
  Score: Raw -253537.458253 + Penalty 2602.177775 = -250935.280478
  nChanged 41
		SP:Iteration 12Q (148310.260000 sec): 3 clusters
  Score: Raw -253558.091122 + Penalty 2602.177775 = -250955.913347
  nChanged 33
		SP:Iteration 13Q (148310.320000 sec): 3 clusters
  Score: Raw -253577.672276 + Penalty 2602.177775 = -250975.494501
  nChanged 30
		SP:Iteration 14Q (148310.370000 sec): 3 clusters
  Score: Raw -253600.928710 + Penalty 2602.177775 = -250998.750935
  nChanged 34
		SP:Iteration 15Q (148310.420000 sec): 3 clusters
  Score: Raw -253632.292433 + Penalty 2602.177775 = -251030.114658
  nChanged 36
		SP:Iteration 16Q (148310.480000 sec): 3 clusters
  Score: Raw -253666.818462 + Penalty 2602.177775 = -251064.640688
  nChanged 38
		SP:Iteration 17Q (148310.540000 sec): 3 clusters
  Score: Raw -253691.234637 + Penalty 2602.177775 = -251089.056862
  nChanged 30
		SP:Iteration 18Q (148310.590000 sec): 3 clusters
  Score: Raw -253711.874637 + Penalty 2602.177775 = -251109.696862
  nChanged 27
		SP:Iteration 19Q (148310.640000 sec): 3 clusters
  Score: Raw -253729.248067 + Penalty 2602.177775 = -251127.070292
  nChanged 31
		SP:Iteration 20F (148310.700000 sec): 3 clusters
  Score: Raw -253753.863982 + Penalty 2602.177775 = -251151.686207
  nChanged 34
		SP:Iteration 21Q (148310.750000 sec): 3 clusters
  Score: Raw -253772.171401 + Penalty 2602.177775 = -251169.993626
  nChanged 23
		SP:Iteration 22Q (148310.810000 sec): 3 clusters
  Score: Raw -253784.713793 + Penalty 2602.177775 = -251182.536018
  nChanged 17
		SP:Iteration 23Q (148310.860000 sec): 3 clusters
  Score: Raw -253793.820296 + Penalty 2602.177775 = -251191.642522
  nChanged 18
		SP:Iteration 24Q (148310.920000 sec): 3 clusters
  Score: Raw -253804.011186 + Penalty 2602.177775 = -251201.833412
  nChanged 15
		SP:Iteration 25Q (148310.970000 sec): 3 clusters
  Score: Raw -253812.639980 + Penalty 2602.177775 = -251210.462205
  nChanged 12
		SP:Iteration 26Q (148311.030000 sec): 3 clusters
  Score: Raw -253818.946100 + Penalty 2602.177775 = -251216.768326
  nChanged 15
		SP:Iteration 27Q (148311.080000 sec): 3 clusters
  Score: Raw -253823.267149 + Penalty 2602.177775 = -251221.089374
  nChanged 5
		SP:Iteration 28Q (148311.140000 sec): 3 clusters
  Score: Raw -253825.024619 + Penalty 2602.177775 = -251222.846844
  nChanged 3
		SP:Iteration 29Q (148311.190000 sec): 3 clusters
  Score: Raw -253825.682434 + Penalty 2602.177775 = -251223.504659
  nChanged 0
		SP:Iteration 30F (148311.240000 sec): 3 clusters
  Score: Raw -253825.682434 + Penalty 2602.177775 = -251223.504659
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 28 (2742 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (148311.310000 sec): 2 clusters
  Score: Raw -247685.558357 + Penalty 1286.421965 = -246399.136392
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (148311.360000 sec): 3 clusters
  Score: Raw -246393.510473 + Penalty 2572.843930 = -243820.666543
  nChanged 1049
		SP:Iteration 1F (148311.420000 sec): 3 clusters
  Score: Raw -247063.147928 + Penalty 2572.843930 = -244490.303998
  nChanged 252
		SP:Iteration 2F (148311.470000 sec): 3 clusters
  Score: Raw -247259.584122 + Penalty 2572.843930 = -244686.740192
  nChanged 179
		SP:Iteration 3F (148311.520000 sec): 3 clusters
  Score: Raw -247395.432999 + Penalty 2572.843930 = -244822.589069
  nChanged 133
		SP:Iteration 4Q (148311.570000 sec): 3 clusters
  Score: Raw -247490.216116 + Penalty 2572.843930 = -244917.372186
  nChanged 119
		SP:Iteration 5Q (148311.620000 sec): 3 clusters
  Score: Raw -247574.721918 + Penalty 2572.843930 = -245001.877989
  nChanged 94
		SP:Iteration 6Q (148311.680000 sec): 3 clusters
  Score: Raw -247638.725101 + Penalty 2572.843930 = -245065.881171
  nChanged 73
		SP:Iteration 7Q (148311.730000 sec): 3 clusters
  Score: Raw -247685.719332 + Penalty 2572.843930 = -245112.875403
  nChanged 60
		SP:Iteration 8Q (148311.780000 sec): 3 clusters
  Score: Raw -247721.618733 + Penalty 2572.843930 = -245148.774803
  nChanged 41
		SP:Iteration 9Q (148311.830000 sec): 3 clusters
  Score: Raw -247748.577298 + Penalty 2572.843930 = -245175.733368
  nChanged 39
		SP:Iteration 10Q (148311.880000 sec): 3 clusters
  Score: Raw -247768.666960 + Penalty 2572.843930 = -245195.823030
  nChanged 25
		SP:Iteration 11Q (148311.940000 sec): 3 clusters
  Score: Raw -247781.463051 + Penalty 2572.843930 = -245208.619122
  nChanged 28
		SP:Iteration 12Q (148311.990000 sec): 3 clusters
  Score: Raw -247794.369335 + Penalty 2572.843930 = -245221.525405
  nChanged 22
		SP:Iteration 13Q (148312.040000 sec): 3 clusters
  Score: Raw -247807.222557 + Penalty 2572.843930 = -245234.378628
  nChanged 28
		SP:Iteration 14Q (148312.090000 sec): 3 clusters
  Score: Raw -247822.255921 + Penalty 2572.843930 = -245249.411991
  nChanged 24
		SP:Iteration 15Q (148312.140000 sec): 3 clusters
  Score: Raw -247836.596540 + Penalty 2572.843930 = -245263.752611
  nChanged 21
		SP:Iteration 16Q (148312.190000 sec): 3 clusters
  Score: Raw -247848.564680 + Penalty 2572.843930 = -245275.720751
  nChanged 18
		SP:Iteration 17Q (148312.240000 sec): 3 clusters
  Score: Raw -247856.264941 + Penalty 2572.843930 = -245283.421012
  nChanged 12
		SP:Iteration 18Q (148312.300000 sec): 3 clusters
  Score: Raw -247862.402917 + Penalty 2572.843930 = -245289.558988
  nChanged 11
		SP:Iteration 19Q (148312.350000 sec): 3 clusters
  Score: Raw -247870.140403 + Penalty 2572.843930 = -245297.296473
  nChanged 7
		SP:Iteration 20F (148312.400000 sec): 3 clusters
  Score: Raw -247873.261217 + Penalty 2572.843930 = -245300.417288
  nChanged 8
		SP:Iteration 21Q (148312.450000 sec): 3 clusters
  Score: Raw -247876.814874 + Penalty 2572.843930 = -245303.970944
  nChanged 5
		SP:Iteration 22Q (148312.500000 sec): 3 clusters
  Score: Raw -247879.039037 + Penalty 2572.843930 = -245306.195107
  nChanged 3
		SP:Iteration 23Q (148312.560000 sec): 3 clusters
  Score: Raw -247880.685118 + Penalty 2572.843930 = -245307.841189
  nChanged 1
		SP:Iteration 24Q (148312.610000 sec): 3 clusters
  Score: Raw -247881.076329 + Penalty 2572.843930 = -245308.232399
  nChanged 1
		SP:Iteration 25Q (148312.660000 sec): 3 clusters
  Score: Raw -247881.447906 + Penalty 2572.843930 = -245308.603976
  nChanged 1
		SP:Iteration 26Q (148312.710000 sec): 3 clusters
  Score: Raw -247881.694690 + Penalty 2572.843930 = -245308.850760
  nChanged 0
		SP:Iteration 27F (148312.760000 sec): 3 clusters
  Score: Raw -247881.694690 + Penalty 2572.843930 = -245308.850760
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 29 (19164 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (148312.940000 sec): 2 clusters
  Score: Raw -1742558.231740 + Penalty 1602.378180 = -1740955.853561
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (148313.180000 sec): 3 clusters
  Score: Raw -1731074.194145 + Penalty 3204.756359 = -1727869.437786
  nChanged 8591
		SP:Iteration 1F (148313.460000 sec): 3 clusters
  Score: Raw -1735700.059401 + Penalty 3204.756359 = -1732495.303042
  nChanged 924
		SP:Iteration 2Q (148313.720000 sec): 3 clusters
  Score: Raw -1736026.688119 + Penalty 3204.756359 = -1732821.931759
  nChanged 906
		SP:Iteration 3Q (148313.960000 sec): 3 clusters
  Score: Raw -1736383.259107 + Penalty 3204.756359 = -1733178.502748
  nChanged 971
		SP:Iteration 4F (148314.220000 sec): 3 clusters
  Score: Raw -1736814.546059 + Penalty 3204.756359 = -1733609.789700
  nChanged 1010
		SP:Iteration 5F (148314.460000 sec): 3 clusters
  Score: Raw -1737322.300541 + Penalty 3204.756359 = -1734117.544181
  nChanged 1068
		SP:Iteration 6F (148314.720000 sec): 3 clusters
  Score: Raw -1737973.216276 + Penalty 3204.756359 = -1734768.459917
  nChanged 1222
		SP:Iteration 7F (148314.970000 sec): 3 clusters
  Score: Raw -1738871.487796 + Penalty 3204.756359 = -1735666.731436
  nChanged 1207
		SP:Iteration 8F (148315.200000 sec): 3 clusters
  Score: Raw -1739854.234107 + Penalty 3204.756359 = -1736649.477748
  nChanged 1050
		SP:Iteration 9F (148315.440000 sec): 3 clusters
  Score: Raw -1740783.067829 + Penalty 3204.756359 = -1737578.311470
  nChanged 823
		SP:Iteration 10Q (148315.680000 sec): 3 clusters
  Score: Raw -1741490.785014 + Penalty 3204.756359 = -1738286.028655
  nChanged 549
		SP:Iteration 11Q (148315.970000 sec): 3 clusters
  Score: Raw -1741970.552597 + Penalty 3204.756359 = -1738765.796238
  nChanged 344
		SP:Iteration 12Q (148316.210000 sec): 3 clusters
  Score: Raw -1742280.917051 + Penalty 3204.756359 = -1739076.160691
  nChanged 197
		SP:Iteration 13Q (148316.470000 sec): 3 clusters
  Score: Raw -1742448.190173 + Penalty 3204.756359 = -1739243.433814
  nChanged 121
		SP:Iteration 14Q (148316.750000 sec): 3 clusters
  Score: Raw -1742568.618186 + Penalty 3204.756359 = -1739363.861827
  nChanged 82
		SP:Iteration 15Q (148316.990000 sec): 3 clusters
  Score: Raw -1742651.080515 + Penalty 3204.756359 = -1739446.324155
  nChanged 49
		SP:Iteration 16Q (148317.230000 sec): 3 clusters
  Score: Raw -1742695.727173 + Penalty 3204.756359 = -1739490.970814
  nChanged 24
		SP:Iteration 17Q (148317.480000 sec): 3 clusters
  Score: Raw -1742719.264587 + Penalty 3204.756359 = -1739514.508227
  nChanged 18
		SP:Iteration 18Q (148317.720000 sec): 3 clusters
  Score: Raw -1742738.294375 + Penalty 3204.756359 = -1739533.538015
  nChanged 12
		SP:Iteration 19Q (148318.010000 sec): 3 clusters
  Score: Raw -1742751.308352 + Penalty 3204.756359 = -1739546.551993
  nChanged 8
		SP:Iteration 20F (148318.260000 sec): 3 clusters
  Score: Raw -1742758.511494 + Penalty 3204.756359 = -1739553.755134
  nChanged 4
		SP:Iteration 21Q (148318.490000 sec): 3 clusters
  Score: Raw -1742762.007315 + Penalty 3204.756359 = -1739557.250956
  nChanged 3
		SP:Iteration 22Q (148318.740000 sec): 3 clusters
  Score: Raw -1742765.367243 + Penalty 3204.756359 = -1739560.610884
  nChanged 3
		SP:Iteration 23Q (148318.980000 sec): 3 clusters
  Score: Raw -1742769.568589 + Penalty 3204.756359 = -1739564.812230
  nChanged 4
		SP:Iteration 24Q (148319.240000 sec): 3 clusters
  Score: Raw -1742773.477371 + Penalty 3204.756359 = -1739568.721011
  nChanged 1
		SP:Iteration 25Q (148319.500000 sec): 3 clusters
  Score: Raw -1742773.892062 + Penalty 3204.756359 = -1739569.135702
  nChanged 0
		SP:Iteration 26F (148319.750000 sec): 3 clusters
  Score: Raw -1742773.892062 + Penalty 3204.756359 = -1739569.135702
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 30 (915 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (148319.800000 sec): 2 clusters
  Score: Raw -60741.532595 + Penalty 1108.075161 = -59633.457434
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (148319.820000 sec): 3 clusters
  Score: Raw -60498.199071 + Penalty 2216.150321 = -58282.048750
  nChanged 283
		SP:Iteration 1F (148319.840000 sec): 3 clusters
  Score: Raw -60847.664020 + Penalty 2216.150321 = -58631.513699
  nChanged 100
		SP:Iteration 2F (148319.860000 sec): 3 clusters
  Score: Raw -61004.786963 + Penalty 2216.150321 = -58788.636642
  nChanged 51
		SP:Iteration 3F (148319.880000 sec): 3 clusters
  Score: Raw -61074.319350 + Penalty 2216.150321 = -58858.169029
  nChanged 31
		SP:Iteration 4Q (148319.900000 sec): 3 clusters
  Score: Raw -61120.212677 + Penalty 2216.150321 = -58904.062356
  nChanged 19
		SP:Iteration 5Q (148319.920000 sec): 3 clusters
  Score: Raw -61146.627923 + Penalty 2216.150321 = -58930.477602
  nChanged 17
		SP:Iteration 6Q (148319.940000 sec): 3 clusters
  Score: Raw -61169.285594 + Penalty 2216.150321 = -58953.135272
  nChanged 15
		SP:Iteration 7Q (148319.960000 sec): 3 clusters
  Score: Raw -61190.472319 + Penalty 2216.150321 = -58974.321997
  nChanged 13
		SP:Iteration 8Q (148319.980000 sec): 3 clusters
  Score: Raw -61209.499311 + Penalty 2216.150321 = -58993.348990
  nChanged 6
		SP:Iteration 9Q (148320.000000 sec): 3 clusters
  Score: Raw -61220.130340 + Penalty 2216.150321 = -59003.980019
  nChanged 5
		SP:Iteration 10Q (148320.020000 sec): 3 clusters
  Score: Raw -61226.155498 + Penalty 2216.150321 = -59010.005177
  nChanged 5
		SP:Iteration 11Q (148320.030000 sec): 3 clusters
  Score: Raw -61230.451975 + Penalty 2216.150321 = -59014.301653
  nChanged 4
		SP:Iteration 12Q (148320.050000 sec): 3 clusters
  Score: Raw -61233.964286 + Penalty 2216.150321 = -59017.813965
  nChanged 4
		SP:Iteration 13Q (148320.070000 sec): 3 clusters
  Score: Raw -61238.075311 + Penalty 2216.150321 = -59021.924990
  nChanged 7
		SP:Iteration 14Q (148320.080000 sec): 3 clusters
  Score: Raw -61243.361341 + Penalty 2216.150321 = -59027.211019
  nChanged 6
		SP:Iteration 15Q (148320.100000 sec): 3 clusters
  Score: Raw -61251.998550 + Penalty 2216.150321 = -59035.848229
  nChanged 2
		SP:Iteration 16Q (148320.120000 sec): 3 clusters
  Score: Raw -61256.849664 + Penalty 2216.150321 = -59040.699343
  nChanged 5
		SP:Iteration 17Q (148320.140000 sec): 3 clusters
  Score: Raw -61264.275834 + Penalty 2216.150321 = -59048.125513
  nChanged 4
		SP:Iteration 18Q (148320.160000 sec): 3 clusters
  Score: Raw -61267.324618 + Penalty 2216.150321 = -59051.174297
  nChanged 1
		SP:Iteration 19Q (148320.180000 sec): 3 clusters
  Score: Raw -61267.927909 + Penalty 2216.150321 = -59051.777588
  nChanged 1
		SP:Iteration 20F (148320.190000 sec): 3 clusters
  Score: Raw -61271.863673 + Penalty 2216.150321 = -59055.713351
  nChanged 5
		SP:Iteration 21Q (148320.210000 sec): 3 clusters
  Score: Raw -61281.315985 + Penalty 2216.150321 = -59065.165663
  nChanged 6
		SP:Iteration 22Q (148320.230000 sec): 3 clusters
  Score: Raw -61288.615329 + Penalty 2216.150321 = -59072.465007
  nChanged 4
		SP:Iteration 23Q (148320.240000 sec): 3 clusters
  Score: Raw -61292.617181 + Penalty 2216.150321 = -59076.466860
  nChanged 4
		SP:Iteration 24Q (148320.260000 sec): 3 clusters
  Score: Raw -61296.109154 + Penalty 2216.150321 = -59079.958833
  nChanged 1
		SP:Iteration 25Q (148320.280000 sec): 3 clusters
  Score: Raw -61298.226393 + Penalty 2216.150321 = -59082.076072
  nChanged 3
		SP:Iteration 26Q (148320.300000 sec): 3 clusters
  Score: Raw -61303.214680 + Penalty 2216.150321 = -59087.064359
  nChanged 4
		SP:Iteration 27Q (148320.320000 sec): 3 clusters
  Score: Raw -61309.200832 + Penalty 2216.150321 = -59093.050511
  nChanged 4
		SP:Iteration 28Q (148320.330000 sec): 3 clusters
  Score: Raw -61317.658145 + Penalty 2216.150321 = -59101.507824
  nChanged 9
		SP:Iteration 29Q (148320.350000 sec): 3 clusters
  Score: Raw -61329.305030 + Penalty 2216.150321 = -59113.154709
  nChanged 5
		SP:Iteration 30Q (148320.370000 sec): 3 clusters
  Score: Raw -61333.724379 + Penalty 2216.150321 = -59117.574058
  nChanged 1
		SP:Iteration 31Q (148320.380000 sec): 3 clusters
  Score: Raw -61334.985013 + Penalty 2216.150321 = -59118.834691
  nChanged 1
		SP:Iteration 32Q (148320.400000 sec): 3 clusters
  Score: Raw -61339.586364 + Penalty 2216.150321 = -59123.436043
  nChanged 2
		SP:Iteration 33Q (148320.420000 sec): 3 clusters
  Score: Raw -61343.522258 + Penalty 2216.150321 = -59127.371936
  nChanged 2
		SP:Iteration 34Q (148320.440000 sec): 3 clusters
  Score: Raw -61346.284926 + Penalty 2216.150321 = -59130.134605
  nChanged 3
		SP:Iteration 35Q (148320.460000 sec): 3 clusters
  Score: Raw -61347.929834 + Penalty 2216.150321 = -59131.779513
  nChanged 1
		SP:Iteration 36Q (148320.470000 sec): 3 clusters
  Score: Raw -61348.783593 + Penalty 2216.150321 = -59132.633272
  nChanged 1
		SP:Iteration 37Q (148320.490000 sec): 3 clusters
  Score: Raw -61349.754710 + Penalty 2216.150321 = -59133.604389
  nChanged 1
		SP:Iteration 38Q (148320.510000 sec): 3 clusters
  Score: Raw -61353.597839 + Penalty 2216.150321 = -59137.447518
  nChanged 3
		SP:Iteration 39Q (148320.520000 sec): 3 clusters
  Score: Raw -61359.653879 + Penalty 2216.150321 = -59143.503558
  nChanged 2
		SP:Iteration 40F (148320.540000 sec): 3 clusters
  Score: Raw -61362.232630 + Penalty 2216.150321 = -59146.082308
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 31 (516 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (148320.580000 sec): 2 clusters
  Score: Raw -47699.621489 + Penalty 1014.992349 = -46684.629140
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (148320.590000 sec): 3 clusters
  Score: Raw -47616.144904 + Penalty 2029.984699 = -45586.160205
  nChanged 119
		SP:Iteration 1F (148320.600000 sec): 3 clusters
  Score: Raw -47769.695289 + Penalty 2029.984699 = -45739.710590
  nChanged 22
		SP:Iteration 2Q (148320.610000 sec): 3 clusters
  Score: Raw -47823.903059 + Penalty 2029.984699 = -45793.918361
  nChanged 25
		SP:Iteration 3Q (148320.620000 sec): 3 clusters
  Score: Raw -47941.733021 + Penalty 2029.984699 = -45911.748322
  nChanged 26
		SP:Iteration 4F (148320.630000 sec): 3 clusters
  Score: Raw -48158.570002 + Penalty 2029.984699 = -46128.585304
  nChanged 45
		SP:Iteration 5F (148320.640000 sec): 3 clusters
  Score: Raw -48238.338209 + Penalty 2029.984699 = -46208.353510
  nChanged 31
		SP:Iteration 6F (148320.660000 sec): 3 clusters
  Score: Raw -48307.751311 + Penalty 2029.984699 = -46277.766612
  nChanged 28
		SP:Iteration 7F (148320.660000 sec): 3 clusters
  Score: Raw -48380.424202 + Penalty 2029.984699 = -46350.439503
  nChanged 22
		SP:Iteration 8Q (148320.680000 sec): 3 clusters
  Score: Raw -48431.076821 + Penalty 2029.984699 = -46401.092122
  nChanged 12
		SP:Iteration 9Q (148320.680000 sec): 3 clusters
  Score: Raw -48463.625837 + Penalty 2029.984699 = -46433.641138
  nChanged 4
		SP:Iteration 10Q (148320.700000 sec): 3 clusters
  Score: Raw -48470.621798 + Penalty 2029.984699 = -46440.637099
  nChanged 3
		SP:Iteration 11Q (148320.710000 sec): 3 clusters
  Score: Raw -48477.533021 + Penalty 2029.984699 = -46447.548322
  nChanged 5
		SP:Iteration 12Q (148320.720000 sec): 3 clusters
  Score: Raw -48489.460955 + Penalty 2029.984699 = -46459.476256
  nChanged 1
		SP:Iteration 13Q (148320.730000 sec): 3 clusters
  Score: Raw -48492.504277 + Penalty 2029.984699 = -46462.519579
  nChanged 1
		SP:Iteration 14Q (148320.740000 sec): 3 clusters
  Score: Raw -48494.194328 + Penalty 2029.984699 = -46464.209630
  nChanged 1
		SP:Iteration 15Q (148320.750000 sec): 3 clusters
  Score: Raw -48496.332811 + Penalty 2029.984699 = -46466.348112
  nChanged 0
		SP:Iteration 16F (148320.760000 sec): 3 clusters
  Score: Raw -48496.332811 + Penalty 2029.984699 = -46466.348112
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 32 (6222 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (148320.850000 sec): 2 clusters
  Score: Raw -562784.369904 + Penalty 1419.575085 = -561364.794819
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (148320.970000 sec): 3 clusters
  Score: Raw -559424.653312 + Penalty 2839.150170 = -556585.503141
  nChanged 2539
		SP:Iteration 1F (148321.070000 sec): 3 clusters
  Score: Raw -560828.405163 + Penalty 2839.150170 = -557989.254993
  nChanged 447
		SP:Iteration 2F (148321.180000 sec): 3 clusters
  Score: Raw -561099.044306 + Penalty 2839.150170 = -558259.894136
  nChanged 397
		SP:Iteration 3F (148321.280000 sec): 3 clusters
  Score: Raw -561357.191676 + Penalty 2839.150170 = -558518.041505
  nChanged 372
		SP:Iteration 4F (148321.380000 sec): 3 clusters
  Score: Raw -561633.490626 + Penalty 2839.150170 = -558794.340456
  nChanged 365
		SP:Iteration 5F (148321.490000 sec): 3 clusters
  Score: Raw -561902.304933 + Penalty 2839.150170 = -559063.154763
  nChanged 346
		SP:Iteration 6F (148321.590000 sec): 3 clusters
  Score: Raw -562139.728693 + Penalty 2839.150170 = -559300.578523
  nChanged 317
		SP:Iteration 7F (148321.690000 sec): 3 clusters
  Score: Raw -562344.188132 + Penalty 2839.150170 = -559505.037962
  nChanged 254
		SP:Iteration 8Q (148321.800000 sec): 3 clusters
  Score: Raw -562513.391161 + Penalty 2839.150170 = -559674.240991
  nChanged 212
		SP:Iteration 9Q (148321.900000 sec): 3 clusters
  Score: Raw -562651.290465 + Penalty 2839.150170 = -559812.140294
  nChanged 170
		SP:Iteration 10Q (148322.010000 sec): 3 clusters
  Score: Raw -562780.008618 + Penalty 2839.150170 = -559940.858448
  nChanged 168
		SP:Iteration 11Q (148322.120000 sec): 3 clusters
  Score: Raw -562920.154182 + Penalty 2839.150170 = -560081.004012
  nChanged 153
		SP:Iteration 12Q (148322.220000 sec): 3 clusters
  Score: Raw -563045.985960 + Penalty 2839.150170 = -560206.835790
  nChanged 130
		SP:Iteration 13Q (148322.330000 sec): 3 clusters
  Score: Raw -563138.894904 + Penalty 2839.150170 = -560299.744734
  nChanged 103
		SP:Iteration 14Q (148322.430000 sec): 3 clusters
  Score: Raw -563191.306028 + Penalty 2839.150170 = -560352.155858
  nChanged 73
		SP:Iteration 15Q (148322.540000 sec): 3 clusters
  Score: Raw -563227.934350 + Penalty 2839.150170 = -560388.784180
  nChanged 71
		SP:Iteration 16Q (148322.640000 sec): 3 clusters
  Score: Raw -563265.578713 + Penalty 2839.150170 = -560426.428543
  nChanged 69
		SP:Iteration 17Q (148322.740000 sec): 3 clusters
  Score: Raw -563299.279203 + Penalty 2839.150170 = -560460.129032
  nChanged 56
		SP:Iteration 18Q (148322.850000 sec): 3 clusters
  Score: Raw -563321.158435 + Penalty 2839.150170 = -560482.008265
  nChanged 40
		SP:Iteration 19Q (148322.950000 sec): 3 clusters
  Score: Raw -563337.713724 + Penalty 2839.150170 = -560498.563554
  nChanged 30
		SP:Iteration 20F (148323.050000 sec): 3 clusters
  Score: Raw -563350.317925 + Penalty 2839.150170 = -560511.167755
  nChanged 23
		SP:Iteration 21Q (148323.160000 sec): 3 clusters
  Score: Raw -563359.432310 + Penalty 2839.150170 = -560520.282140
  nChanged 20
		SP:Iteration 22Q (148323.260000 sec): 3 clusters
  Score: Raw -563366.397458 + Penalty 2839.150170 = -560527.247288
  nChanged 22
		SP:Iteration 23Q (148323.360000 sec): 3 clusters
  Score: Raw -563374.509075 + Penalty 2839.150170 = -560535.358905
  nChanged 19
		SP:Iteration 24Q (148323.460000 sec): 3 clusters
  Score: Raw -563380.327038 + Penalty 2839.150170 = -560541.176868
  nChanged 15
		SP:Iteration 25Q (148323.560000 sec): 3 clusters
  Score: Raw -563385.270489 + Penalty 2839.150170 = -560546.120319
  nChanged 15
		SP:Iteration 26Q (148323.670000 sec): 3 clusters
  Score: Raw -563390.185238 + Penalty 2839.150170 = -560551.035068
  nChanged 9
		SP:Iteration 27Q (148323.770000 sec): 3 clusters
  Score: Raw -563394.201047 + Penalty 2839.150170 = -560555.050877
  nChanged 13
		SP:Iteration 28Q (148323.870000 sec): 3 clusters
  Score: Raw -563397.452958 + Penalty 2839.150170 = -560558.302788
  nChanged 12
		SP:Iteration 29Q (148323.970000 sec): 3 clusters
  Score: Raw -563403.512284 + Penalty 2839.150170 = -560564.362114
  nChanged 19
		SP:Iteration 30Q (148324.070000 sec): 3 clusters
  Score: Raw -563410.278079 + Penalty 2839.150170 = -560571.127909
  nChanged 19
		SP:Iteration 31Q (148324.180000 sec): 3 clusters
  Score: Raw -563418.681061 + Penalty 2839.150170 = -560579.530890
  nChanged 17
		SP:Iteration 32Q (148324.290000 sec): 3 clusters
  Score: Raw -563424.346720 + Penalty 2839.150170 = -560585.196550
  nChanged 16
		SP:Iteration 33Q (148324.390000 sec): 3 clusters
  Score: Raw -563428.758958 + Penalty 2839.150170 = -560589.608788
  nChanged 9
		SP:Iteration 34Q (148324.490000 sec): 3 clusters
  Score: Raw -563431.065818 + Penalty 2839.150170 = -560591.915648
  nChanged 6
		SP:Iteration 35Q (148324.590000 sec): 3 clusters
  Score: Raw -563433.397632 + Penalty 2839.150170 = -560594.247462
  nChanged 10
		SP:Iteration 36Q (148324.690000 sec): 3 clusters
  Score: Raw -563436.793445 + Penalty 2839.150170 = -560597.643275
  nChanged 11
		SP:Iteration 37Q (148324.790000 sec): 3 clusters
  Score: Raw -563440.057878 + Penalty 2839.150170 = -560600.907708
  nChanged 12
		SP:Iteration 38Q (148324.890000 sec): 3 clusters
  Score: Raw -563443.362036 + Penalty 2839.150170 = -560604.211866
  nChanged 9
		SP:Iteration 39Q (148324.990000 sec): 3 clusters
  Score: Raw -563446.324833 + Penalty 2839.150170 = -560607.174663
  nChanged 6
		SP:Iteration 40F (148325.100000 sec): 3 clusters
  Score: Raw -563447.889838 + Penalty 2839.150170 = -560608.739667
  nChanged 8
		SP:Iteration 41Q (148325.200000 sec): 3 clusters
  Score: Raw -563450.551615 + Penalty 2839.150170 = -560611.401445
  nChanged 6
		SP:Iteration 42Q (148325.300000 sec): 3 clusters
  Score: Raw -563451.853697 + Penalty 2839.150170 = -560612.703527
  nChanged 5
		SP:Iteration 43Q (148325.400000 sec): 3 clusters
  Score: Raw -563453.364136 + Penalty 2839.150170 = -560614.213966
  nChanged 10
		SP:Iteration 44Q (148325.500000 sec): 3 clusters
  Score: Raw -563456.278000 + Penalty 2839.150170 = -560617.127830
  nChanged 8
		SP:Iteration 45Q (148325.600000 sec): 3 clusters
  Score: Raw -563459.510270 + Penalty 2839.150170 = -560620.360100
  nChanged 10
		SP:Iteration 46Q (148325.700000 sec): 3 clusters
  Score: Raw -563462.728984 + Penalty 2839.150170 = -560623.578814
  nChanged 7
		SP:Iteration 47Q (148325.800000 sec): 3 clusters
  Score: Raw -563465.546866 + Penalty 2839.150170 = -560626.396695
  nChanged 15
		SP:Iteration 48Q (148325.910000 sec): 3 clusters
  Score: Raw -563470.996847 + Penalty 2839.150170 = -560631.846677
  nChanged 10
		SP:Iteration 49Q (148326.010000 sec): 3 clusters
  Score: Raw -563475.119345 + Penalty 2839.150170 = -560635.969175
  nChanged 13
		SP:Iteration 50Q (148326.110000 sec): 3 clusters
  Score: Raw -563480.878297 + Penalty 2839.150170 = -560641.728127
  nChanged 14
		SP:Iteration 51Q (148326.210000 sec): 3 clusters
  Score: Raw -563486.495315 + Penalty 2839.150170 = -560647.345145
  nChanged 14
		SP:Iteration 52Q (148326.310000 sec): 3 clusters
  Score: Raw -563491.147273 + Penalty 2839.150170 = -560651.997102
  nChanged 7
		SP:Iteration 53Q (148326.410000 sec): 3 clusters
  Score: Raw -563492.925888 + Penalty 2839.150170 = -560653.775718
  nChanged 7
		SP:Iteration 54Q (148326.510000 sec): 3 clusters
  Score: Raw -563494.516120 + Penalty 2839.150170 = -560655.365950
  nChanged 6
		SP:Iteration 55Q (148326.610000 sec): 3 clusters
  Score: Raw -563496.839454 + Penalty 2839.150170 = -560657.689284
  nChanged 8
		SP:Iteration 56Q (148326.710000 sec): 3 clusters
  Score: Raw -563500.472252 + Penalty 2839.150170 = -560661.322082
  nChanged 10
		SP:Iteration 57Q (148326.810000 sec): 3 clusters
  Score: Raw -563508.163464 + Penalty 2839.150170 = -560669.013294
  nChanged 16
		SP:Iteration 58Q (148326.920000 sec): 3 clusters
  Score: Raw -563516.313423 + Penalty 2839.150170 = -560677.163252
  nChanged 10
		SP:Iteration 59Q (148327.020000 sec): 3 clusters
  Score: Raw -563520.472447 + Penalty 2839.150170 = -560681.322277
  nChanged 15
		SP:Iteration 60F (148327.120000 sec): 3 clusters
  Score: Raw -563526.325961 + Penalty 2839.150170 = -560687.175791
  nChanged 8
		SP:Iteration 61Q (148327.220000 sec): 3 clusters
  Score: Raw -563530.188911 + Penalty 2839.150170 = -560691.038740
  nChanged 10
		SP:Iteration 62Q (148327.320000 sec): 3 clusters
  Score: Raw -563533.374580 + Penalty 2839.150170 = -560694.224410
  nChanged 10
		SP:Iteration 63Q (148327.420000 sec): 3 clusters
  Score: Raw -563540.194412 + Penalty 2839.150170 = -560701.044242
  nChanged 15
		SP:Iteration 64Q (148327.520000 sec): 3 clusters
  Score: Raw -563546.918015 + Penalty 2839.150170 = -560707.767845
  nChanged 12
		SP:Iteration 65Q (148327.620000 sec): 3 clusters
  Score: Raw -563552.773884 + Penalty 2839.150170 = -560713.623714
  nChanged 16
		SP:Iteration 66Q (148327.720000 sec): 3 clusters
  Score: Raw -563562.968156 + Penalty 2839.150170 = -560723.817986
  nChanged 27
		SP:Iteration 67Q (148327.820000 sec): 3 clusters
  Score: Raw -563583.182086 + Penalty 2839.150170 = -560744.031916
  nChanged 28
		SP:Iteration 68Q (148327.920000 sec): 3 clusters
  Score: Raw -563608.252025 + Penalty 2839.150170 = -560769.101855
  nChanged 21
		SP:Iteration 69Q (148328.020000 sec): 3 clusters
  Score: Raw -563624.230947 + Penalty 2839.150170 = -560785.080776
  nChanged 21
		SP:Iteration 70Q (148328.120000 sec): 3 clusters
  Score: Raw -563638.108041 + Penalty 2839.150170 = -560798.957871
  nChanged 15
		SP:Iteration 71Q (148328.220000 sec): 3 clusters
  Score: Raw -563648.299305 + Penalty 2839.150170 = -560809.149134
  nChanged 13
		SP:Iteration 72Q (148328.320000 sec): 3 clusters
  Score: Raw -563658.534914 + Penalty 2839.150170 = -560819.384743
  nChanged 9
		SP:Iteration 73Q (148328.420000 sec): 3 clusters
  Score: Raw -563668.058640 + Penalty 2839.150170 = -560828.908470
  nChanged 6
		SP:Iteration 74Q (148328.520000 sec): 3 clusters
  Score: Raw -563672.524837 + Penalty 2839.150170 = -560833.374667
  nChanged 6
		SP:Iteration 75Q (148328.620000 sec): 3 clusters
  Score: Raw -563674.720765 + Penalty 2839.150170 = -560835.570595
  nChanged 5
		SP:Iteration 76Q (148328.710000 sec): 3 clusters
  Score: Raw -563677.285286 + Penalty 2839.150170 = -560838.135116
  nChanged 4
		SP:Iteration 77Q (148328.810000 sec): 3 clusters
  Score: Raw -563679.511890 + Penalty 2839.150170 = -560840.361720
  nChanged 8
		SP:Iteration 78Q (148328.910000 sec): 3 clusters
  Score: Raw -563685.831012 + Penalty 2839.150170 = -560846.680842
  nChanged 9
		SP:Iteration 79Q (148329.010000 sec): 3 clusters
  Score: Raw -563691.983432 + Penalty 2839.150170 = -560852.833262
  nChanged 11
		SP:Iteration 80F (148329.110000 sec): 3 clusters
  Score: Raw -563697.268668 + Penalty 2839.150170 = -560858.118498
  nChanged 6
		SP:Iteration 81Q (148329.210000 sec): 3 clusters
  Score: Raw -563699.296685 + Penalty 2839.150170 = -560860.146515
  nChanged 1
		SP:Iteration 82Q (148329.310000 sec): 3 clusters
  Score: Raw -563699.694521 + Penalty 2839.150170 = -560860.544351
  nChanged 0
		SP:Iteration 83F (148329.410000 sec): 3 clusters
  Score: Raw -563699.694521 + Penalty 2839.150170 = -560860.544351
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 33 (1636 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (148329.470000 sec): 2 clusters
  Score: Raw -136353.610568 + Penalty 1202.501547 = -135151.109021
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (148329.650000 sec): 3 clusters
  Score: Raw -135671.519617 + Penalty 2405.003093 = -133266.516524
  nChanged 555
		SP:Iteration 1F (148329.830000 sec): 3 clusters
  Score: Raw -136058.925460 + Penalty 2405.003093 = -133653.922366
  nChanged 123
		SP:Iteration 2F (148330.000000 sec): 3 clusters
  Score: Raw -136168.260340 + Penalty 2405.003093 = -133763.257247
  nChanged 76
		SP:Iteration 3Q (148330.060000 sec): 3 clusters
  Score: Raw -136219.871346 + Penalty 2405.003093 = -133814.868253
  nChanged 44
		SP:Iteration 4Q (148330.090000 sec): 3 clusters
  Score: Raw -136255.442760 + Penalty 2405.003093 = -133850.439667
  nChanged 20
		SP:Iteration 5Q (148330.120000 sec): 3 clusters
  Score: Raw -136266.929821 + Penalty 2405.003093 = -133861.926728
  nChanged 15
		SP:Iteration 6Q (148330.150000 sec): 3 clusters
  Score: Raw -136274.929241 + Penalty 2405.003093 = -133869.926148
  nChanged 13
		SP:Iteration 7Q (148330.190000 sec): 3 clusters
  Score: Raw -136283.134520 + Penalty 2405.003093 = -133878.131426
  nChanged 14
		SP:Iteration 8Q (148330.220000 sec): 3 clusters
  Score: Raw -136290.539220 + Penalty 2405.003093 = -133885.536127
  nChanged 16
		SP:Iteration 9Q (148330.250000 sec): 3 clusters
  Score: Raw -136300.036100 + Penalty 2405.003093 = -133895.033007
  nChanged 10
		SP:Iteration 10Q (148330.280000 sec): 3 clusters
  Score: Raw -136305.968193 + Penalty 2405.003093 = -133900.965100
  nChanged 14
		SP:Iteration 11Q (148330.310000 sec): 3 clusters
  Score: Raw -136313.018291 + Penalty 2405.003093 = -133908.015198
  nChanged 13
		SP:Iteration 12Q (148330.350000 sec): 3 clusters
  Score: Raw -136320.440399 + Penalty 2405.003093 = -133915.437306
  nChanged 16
		SP:Iteration 13Q (148330.380000 sec): 3 clusters
  Score: Raw -136328.910566 + Penalty 2405.003093 = -133923.907472
  nChanged 13
		SP:Iteration 14Q (148330.410000 sec): 3 clusters
  Score: Raw -136339.628619 + Penalty 2405.003093 = -133934.625526
  nChanged 23
		SP:Iteration 15Q (148330.440000 sec): 3 clusters
  Score: Raw -136351.617909 + Penalty 2405.003093 = -133946.614816
  nChanged 15
		SP:Iteration 16Q (148330.470000 sec): 3 clusters
  Score: Raw -136360.510240 + Penalty 2405.003093 = -133955.507147
  nChanged 10
		SP:Iteration 17Q (148330.510000 sec): 3 clusters
  Score: Raw -136366.472788 + Penalty 2405.003093 = -133961.469695
  nChanged 6
		SP:Iteration 18Q (148330.530000 sec): 3 clusters
  Score: Raw -136370.502239 + Penalty 2405.003093 = -133965.499146
  nChanged 11
		SP:Iteration 19Q (148330.570000 sec): 3 clusters
  Score: Raw -136376.116288 + Penalty 2405.003093 = -133971.113195
  nChanged 7
		SP:Iteration 20F (148330.600000 sec): 3 clusters
  Score: Raw -136380.362316 + Penalty 2405.003093 = -133975.359223
  nChanged 10
		SP:Iteration 21Q (148330.630000 sec): 3 clusters
  Score: Raw -136385.483951 + Penalty 2405.003093 = -133980.480858
  nChanged 5
		SP:Iteration 22Q (148330.660000 sec): 3 clusters
  Score: Raw -136388.583899 + Penalty 2405.003093 = -133983.580806
  nChanged 7
		SP:Iteration 23Q (148330.690000 sec): 3 clusters
  Score: Raw -136395.486085 + Penalty 2405.003093 = -133990.482992
  nChanged 10
		SP:Iteration 24Q (148330.730000 sec): 3 clusters
  Score: Raw -136403.860756 + Penalty 2405.003093 = -133998.857663
  nChanged 11
		SP:Iteration 25Q (148330.760000 sec): 3 clusters
  Score: Raw -136410.784693 + Penalty 2405.003093 = -134005.781600
  nChanged 7
		SP:Iteration 26Q (148330.790000 sec): 3 clusters
  Score: Raw -136414.565323 + Penalty 2405.003093 = -134009.562230
  nChanged 3
		SP:Iteration 27Q (148330.820000 sec): 3 clusters
  Score: Raw -136416.839321 + Penalty 2405.003093 = -134011.836228
  nChanged 2
		SP:Iteration 28Q (148330.850000 sec): 3 clusters
  Score: Raw -136417.921528 + Penalty 2405.003093 = -134012.918435
  nChanged 4
		SP:Iteration 29Q (148330.890000 sec): 3 clusters
  Score: Raw -136421.251610 + Penalty 2405.003093 = -134016.248517
  nChanged 7
		SP:Iteration 30Q (148330.920000 sec): 3 clusters
  Score: Raw -136426.791703 + Penalty 2405.003093 = -134021.788610
  nChanged 11
		SP:Iteration 31Q (148330.950000 sec): 3 clusters
  Score: Raw -136432.681641 + Penalty 2405.003093 = -134027.678548
  nChanged 9
		SP:Iteration 32Q (148330.980000 sec): 3 clusters
  Score: Raw -136440.864969 + Penalty 2405.003093 = -134035.861875
  nChanged 11
		SP:Iteration 33Q (148331.010000 sec): 3 clusters
  Score: Raw -136447.581418 + Penalty 2405.003093 = -134042.578325
  nChanged 5
		SP:Iteration 34Q (148331.040000 sec): 3 clusters
  Score: Raw -136451.964611 + Penalty 2405.003093 = -134046.961518
  nChanged 9
		SP:Iteration 35Q (148331.070000 sec): 3 clusters
  Score: Raw -136459.258889 + Penalty 2405.003093 = -134054.255796
  nChanged 17
		SP:Iteration 36Q (148331.110000 sec): 3 clusters
  Score: Raw -136478.864331 + Penalty 2405.003093 = -134073.861238
  nChanged 15
		SP:Iteration 37Q (148331.140000 sec): 3 clusters
  Score: Raw -136499.775137 + Penalty 2405.003093 = -134094.772044
  nChanged 19
		SP:Iteration 38Q (148331.170000 sec): 3 clusters
  Score: Raw -136517.982148 + Penalty 2405.003093 = -134112.979055
  nChanged 18
		SP:Iteration 39Q (148331.200000 sec): 3 clusters
  Score: Raw -136549.197812 + Penalty 2405.003093 = -134144.194719
  nChanged 21
		SP:Iteration 40F (148331.230000 sec): 3 clusters
  Score: Raw -136579.504186 + Penalty 2405.003093 = -134174.501093
  nChanged 20
		SP:Iteration 41Q (148331.260000 sec): 3 clusters
  Score: Raw -136598.416971 + Penalty 2405.003093 = -134193.413878
  nChanged 16
		SP:Iteration 42Q (148331.290000 sec): 3 clusters
  Score: Raw -136610.687093 + Penalty 2405.003093 = -134205.684000
  nChanged 10
		SP:Iteration 43Q (148331.320000 sec): 3 clusters
  Score: Raw -136616.300624 + Penalty 2405.003093 = -134211.297531
  nChanged 7
		SP:Iteration 44Q (148331.350000 sec): 3 clusters
  Score: Raw -136620.081567 + Penalty 2405.003093 = -134215.078474
  nChanged 4
		SP:Iteration 45Q (148331.390000 sec): 3 clusters
  Score: Raw -136621.383512 + Penalty 2405.003093 = -134216.380419
  nChanged 2
		SP:Iteration 46Q (148331.410000 sec): 3 clusters
  Score: Raw -136624.450690 + Penalty 2405.003093 = -134219.447597
  nChanged 7
		SP:Iteration 47Q (148331.450000 sec): 3 clusters
  Score: Raw -136628.762910 + Penalty 2405.003093 = -134223.759817
  nChanged 5
		SP:Iteration 48Q (148331.480000 sec): 3 clusters
  Score: Raw -136630.493387 + Penalty 2405.003093 = -134225.490294
  nChanged 3
		SP:Iteration 49Q (148331.510000 sec): 3 clusters
  Score: Raw -136632.213271 + Penalty 2405.003093 = -134227.210178
  nChanged 2
		SP:Iteration 50Q (148331.540000 sec): 3 clusters
  Score: Raw -136633.596728 + Penalty 2405.003093 = -134228.593635
  nChanged 1
		SP:Iteration 51Q (148331.570000 sec): 3 clusters
  Score: Raw -136633.874842 + Penalty 2405.003093 = -134228.871748
  nChanged 0
		SP:Iteration 52F (148331.600000 sec): 3 clusters
  Score: Raw -136633.874842 + Penalty 2405.003093 = -134228.871748
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 34 (7983 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (148331.710000 sec): 2 clusters
  Score: Raw -769980.904256 + Penalty 1460.073803 = -768520.830453
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (148331.850000 sec): 3 clusters
  Score: Raw -765553.548393 + Penalty 2920.147607 = -762633.400786
  nChanged 3375
		SP:Iteration 1F (148331.970000 sec): 3 clusters
  Score: Raw -767354.342790 + Penalty 2920.147607 = -764434.195183
  nChanged 526
		SP:Iteration 2F (148332.090000 sec): 3 clusters
  Score: Raw -767626.379342 + Penalty 2920.147607 = -764706.231735
  nChanged 489
		SP:Iteration 3F (148332.220000 sec): 3 clusters
  Score: Raw -767919.258509 + Penalty 2920.147607 = -764999.110902
  nChanged 506
		SP:Iteration 4F (148332.350000 sec): 3 clusters
  Score: Raw -768253.650643 + Penalty 2920.147607 = -765333.503036
  nChanged 546
		SP:Iteration 5F (148332.470000 sec): 3 clusters
  Score: Raw -768665.144217 + Penalty 2920.147607 = -765744.996610
  nChanged 552
		SP:Iteration 6F (148332.600000 sec): 3 clusters
  Score: Raw -769092.440610 + Penalty 2920.147607 = -766172.293003
  nChanged 467
		SP:Iteration 7F (148332.730000 sec): 3 clusters
  Score: Raw -769440.505293 + Penalty 2920.147607 = -766520.357686
  nChanged 351
		SP:Iteration 8Q (148332.860000 sec): 3 clusters
  Score: Raw -769710.401565 + Penalty 2920.147607 = -766790.253958
  nChanged 240
		SP:Iteration 9Q (148332.990000 sec): 3 clusters
  Score: Raw -769892.545717 + Penalty 2920.147607 = -766972.398110
  nChanged 156
		SP:Iteration 10Q (148333.130000 sec): 3 clusters
  Score: Raw -770040.999136 + Penalty 2920.147607 = -767120.851529
  nChanged 125
		SP:Iteration 11Q (148333.260000 sec): 3 clusters
  Score: Raw -770195.154876 + Penalty 2920.147607 = -767275.007269
  nChanged 118
		SP:Iteration 12Q (148333.380000 sec): 3 clusters
  Score: Raw -770356.540246 + Penalty 2920.147607 = -767436.392639
  nChanged 83
		SP:Iteration 13Q (148333.510000 sec): 3 clusters
  Score: Raw -770439.543750 + Penalty 2920.147607 = -767519.396143
  nChanged 57
		SP:Iteration 14Q (148333.630000 sec): 3 clusters
  Score: Raw -770473.592197 + Penalty 2920.147607 = -767553.444590
  nChanged 27
		SP:Iteration 15Q (148333.750000 sec): 3 clusters
  Score: Raw -770484.434220 + Penalty 2920.147607 = -767564.286613
  nChanged 12
		SP:Iteration 16Q (148333.870000 sec): 3 clusters
  Score: Raw -770489.277835 + Penalty 2920.147607 = -767569.130228
  nChanged 15
		SP:Iteration 17Q (148333.990000 sec): 3 clusters
  Score: Raw -770498.142209 + Penalty 2920.147607 = -767577.994602
  nChanged 16
		SP:Iteration 18Q (148334.110000 sec): 3 clusters
  Score: Raw -770503.928065 + Penalty 2920.147607 = -767583.780458
  nChanged 11
		SP:Iteration 19Q (148334.230000 sec): 3 clusters
  Score: Raw -770508.408031 + Penalty 2920.147607 = -767588.260424
  nChanged 7
		SP:Iteration 20F (148334.350000 sec): 3 clusters
  Score: Raw -770510.301027 + Penalty 2920.147607 = -767590.153420
  nChanged 4
		SP:Iteration 21Q (148334.470000 sec): 3 clusters
  Score: Raw -770512.432800 + Penalty 2920.147607 = -767592.285194
  nChanged 5
		SP:Iteration 22Q (148334.590000 sec): 3 clusters
  Score: Raw -770513.759925 + Penalty 2920.147607 = -767593.612318
  nChanged 1
		SP:Iteration 23Q (148334.710000 sec): 3 clusters
  Score: Raw -770513.894945 + Penalty 2920.147607 = -767593.747338
  nChanged 1
		SP:Iteration 24Q (148334.830000 sec): 3 clusters
  Score: Raw -770514.150293 + Penalty 2920.147607 = -767594.002686
  nChanged 0
		SP:Iteration 25F (148334.960000 sec): 3 clusters
  Score: Raw -770514.150293 + Penalty 2920.147607 = -767594.002686
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 35 (2190 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (148335.030000 sec): 2 clusters
  Score: Raw -183515.567690 + Penalty 1249.894234 = -182265.673457
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (148335.070000 sec): 3 clusters
  Score: Raw -182606.892250 + Penalty 2499.788467 = -180107.103782
  nChanged 761
		SP:Iteration 1F (148335.120000 sec): 3 clusters
  Score: Raw -183148.247817 + Penalty 2499.788467 = -180648.459349
  nChanged 179
		SP:Iteration 2F (148335.170000 sec): 3 clusters
  Score: Raw -183342.606292 + Penalty 2499.788467 = -180842.817824
  nChanged 150
		SP:Iteration 3F (148335.210000 sec): 3 clusters
  Score: Raw -183495.671787 + Penalty 2499.788467 = -180995.883320
  nChanged 114
		SP:Iteration 4F (148335.250000 sec): 3 clusters
  Score: Raw -183612.882361 + Penalty 2499.788467 = -181113.093894
  nChanged 79
		SP:Iteration 5Q (148335.300000 sec): 3 clusters
  Score: Raw -183671.819437 + Penalty 2499.788467 = -181172.030970
  nChanged 47
		SP:Iteration 6Q (148335.340000 sec): 3 clusters
  Score: Raw -183706.893487 + Penalty 2499.788467 = -181207.105019
  nChanged 41
		SP:Iteration 7Q (148335.380000 sec): 3 clusters
  Score: Raw -183735.567696 + Penalty 2499.788467 = -181235.779229
  nChanged 30
		SP:Iteration 8Q (148335.430000 sec): 3 clusters
  Score: Raw -183751.501073 + Penalty 2499.788467 = -181251.712606
  nChanged 14
		SP:Iteration 9Q (148335.470000 sec): 3 clusters
  Score: Raw -183757.625498 + Penalty 2499.788467 = -181257.837031
  nChanged 10
		SP:Iteration 10Q (148335.510000 sec): 3 clusters
  Score: Raw -183763.363724 + Penalty 2499.788467 = -181263.575256
  nChanged 5
		SP:Iteration 11Q (148335.560000 sec): 3 clusters
  Score: Raw -183766.730721 + Penalty 2499.788467 = -181266.942254
  nChanged 7
		SP:Iteration 12Q (148335.600000 sec): 3 clusters
  Score: Raw -183769.745311 + Penalty 2499.788467 = -181269.956843
  nChanged 5
		SP:Iteration 13Q (148335.640000 sec): 3 clusters
  Score: Raw -183771.363199 + Penalty 2499.788467 = -181271.574731
  nChanged 1
		SP:Iteration 14Q (148335.690000 sec): 3 clusters
  Score: Raw -183771.735675 + Penalty 2499.788467 = -181271.947208
  nChanged 1
		SP:Iteration 15Q (148335.730000 sec): 3 clusters
  Score: Raw -183772.390819 + Penalty 2499.788467 = -181272.602351
  nChanged 3
		SP:Iteration 16Q (148335.770000 sec): 3 clusters
  Score: Raw -183774.347142 + Penalty 2499.788467 = -181274.558675
  nChanged 7
		SP:Iteration 17Q (148335.820000 sec): 3 clusters
  Score: Raw -183779.101772 + Penalty 2499.788467 = -181279.313305
  nChanged 3
		SP:Iteration 18Q (148335.860000 sec): 3 clusters
  Score: Raw -183779.632193 + Penalty 2499.788467 = -181279.843726
  nChanged 1
		SP:Iteration 19Q (148335.900000 sec): 3 clusters
  Score: Raw -183780.128452 + Penalty 2499.788467 = -181280.339984
  nChanged 1
		SP:Iteration 20F (148335.950000 sec): 3 clusters
  Score: Raw -183780.829276 + Penalty 2499.788467 = -181281.040809
  nChanged 2
		SP:Iteration 21Q (148335.990000 sec): 3 clusters
  Score: Raw -183781.498882 + Penalty 2499.788467 = -181281.710414
  nChanged 0
		SP:Iteration 22F (148336.030000 sec): 3 clusters
  Score: Raw -183781.498882 + Penalty 2499.788467 = -181281.710414
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 36 (449 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (148336.070000 sec): 2 clusters
  Score: Raw -42138.335947 + Penalty 992.391219 = -41145.944728
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (148336.080000 sec): 3 clusters
  Score: Raw -42074.667404 + Penalty 1984.782439 = -40089.884965
  nChanged 102
		SP:Iteration 1F (148336.090000 sec): 3 clusters
  Score: Raw -42216.897208 + Penalty 1984.782439 = -40232.114770
  nChanged 22
		SP:Iteration 2Q (148336.100000 sec): 3 clusters
  Score: Raw -42252.487345 + Penalty 1984.782439 = -40267.704906
  nChanged 16
		SP:Iteration 3Q (148336.110000 sec): 3 clusters
  Score: Raw -42291.910935 + Penalty 1984.782439 = -40307.128497
  nChanged 6
		SP:Iteration 4Q (148336.120000 sec): 3 clusters
  Score: Raw -42303.194747 + Penalty 1984.782439 = -40318.412309
  nChanged 5
		SP:Iteration 5Q (148336.130000 sec): 3 clusters
  Score: Raw -42311.000070 + Penalty 1984.782439 = -40326.217631
  nChanged 4
		SP:Iteration 6Q (148336.140000 sec): 3 clusters
  Score: Raw -42316.372324 + Penalty 1984.782439 = -40331.589886
  nChanged 1
		SP:Iteration 7Q (148336.150000 sec): 3 clusters
  Score: Raw -42317.478195 + Penalty 1984.782439 = -40332.695757
  nChanged 1
		SP:Iteration 8Q (148336.160000 sec): 3 clusters
  Score: Raw -42322.816767 + Penalty 1984.782439 = -40338.034328
  nChanged 2
		SP:Iteration 9Q (148336.170000 sec): 3 clusters
  Score: Raw -42333.944813 + Penalty 1984.782439 = -40349.162374
  nChanged 3
		SP:Iteration 10Q (148336.180000 sec): 3 clusters
  Score: Raw -42337.258036 + Penalty 1984.782439 = -40352.475597
  nChanged 1
		SP:Iteration 11Q (148336.190000 sec): 3 clusters
  Score: Raw -42337.904313 + Penalty 1984.782439 = -40353.121874
  nChanged 0
		SP:Iteration 12F (148336.200000 sec): 3 clusters
  Score: Raw -42337.904313 + Penalty 1984.782439 = -40353.121874
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 37 (1444 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (148336.250000 sec): 2 clusters
  Score: Raw -126344.795692 + Penalty 1182.215502 = -125162.580190
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (148336.280000 sec): 3 clusters
  Score: Raw -125786.409068 + Penalty 2364.431004 = -123421.978065
  nChanged 467
		SP:Iteration 1F (148336.310000 sec): 3 clusters
  Score: Raw -126130.166059 + Penalty 2364.431004 = -123765.735055
  nChanged 133
		SP:Iteration 2F (148336.330000 sec): 3 clusters
  Score: Raw -126239.583847 + Penalty 2364.431004 = -123875.152843
  nChanged 65
		SP:Iteration 3Q (148336.360000 sec): 3 clusters
  Score: Raw -126299.814146 + Penalty 2364.431004 = -123935.383142
  nChanged 48
		SP:Iteration 4Q (148336.390000 sec): 3 clusters
  Score: Raw -126339.945942 + Penalty 2364.431004 = -123975.514938
  nChanged 45
		SP:Iteration 5Q (148336.420000 sec): 3 clusters
  Score: Raw -126375.866950 + Penalty 2364.431004 = -124011.435946
  nChanged 35
		SP:Iteration 6Q (148336.450000 sec): 3 clusters
  Score: Raw -126406.295512 + Penalty 2364.431004 = -124041.864508
  nChanged 38
		SP:Iteration 7Q (148336.470000 sec): 3 clusters
  Score: Raw -126435.491536 + Penalty 2364.431004 = -124071.060533
  nChanged 29
		SP:Iteration 8Q (148336.500000 sec): 3 clusters
  Score: Raw -126459.840533 + Penalty 2364.431004 = -124095.409529
  nChanged 28
		SP:Iteration 9Q (148336.530000 sec): 3 clusters
  Score: Raw -126483.859995 + Penalty 2364.431004 = -124119.428991
  nChanged 29
		SP:Iteration 10Q (148336.560000 sec): 3 clusters
  Score: Raw -126503.608505 + Penalty 2364.431004 = -124139.177501
  nChanged 20
		SP:Iteration 11Q (148336.590000 sec): 3 clusters
  Score: Raw -126516.832643 + Penalty 2364.431004 = -124152.401639
  nChanged 16
		SP:Iteration 12Q (148336.620000 sec): 3 clusters
  Score: Raw -126529.986911 + Penalty 2364.431004 = -124165.555908
  nChanged 16
		SP:Iteration 13Q (148336.650000 sec): 3 clusters
  Score: Raw -126542.271929 + Penalty 2364.431004 = -124177.840925
  nChanged 9
		SP:Iteration 14Q (148336.670000 sec): 3 clusters
  Score: Raw -126547.194786 + Penalty 2364.431004 = -124182.763782
  nChanged 4
		SP:Iteration 15Q (148336.700000 sec): 3 clusters
  Score: Raw -126549.126454 + Penalty 2364.431004 = -124184.695450
  nChanged 5
		SP:Iteration 16Q (148336.730000 sec): 3 clusters
  Score: Raw -126553.342707 + Penalty 2364.431004 = -124188.911703
  nChanged 8
		SP:Iteration 17Q (148336.760000 sec): 3 clusters
  Score: Raw -126558.272668 + Penalty 2364.431004 = -124193.841665
  nChanged 9
		SP:Iteration 18Q (148336.790000 sec): 3 clusters
  Score: Raw -126563.341121 + Penalty 2364.431004 = -124198.910117
  nChanged 5
		SP:Iteration 19Q (148336.810000 sec): 3 clusters
  Score: Raw -126567.074504 + Penalty 2364.431004 = -124202.643500
  nChanged 4
		SP:Iteration 20F (148336.840000 sec): 3 clusters
  Score: Raw -126569.085599 + Penalty 2364.431004 = -124204.654595
  nChanged 3
		SP:Iteration 21Q (148336.870000 sec): 3 clusters
  Score: Raw -126571.937391 + Penalty 2364.431004 = -124207.506388
  nChanged 1
		SP:Iteration 22Q (148336.900000 sec): 3 clusters
  Score: Raw -126572.886970 + Penalty 2364.431004 = -124208.455966
  nChanged 0
		SP:Iteration 23F (148336.930000 sec): 3 clusters
  Score: Raw -126572.886970 + Penalty 2364.431004 = -124208.455966
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 38 (4958 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (148337.010000 sec): 2 clusters
  Score: Raw -444974.565413 + Penalty 1382.673128 = -443591.892284
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (148337.110000 sec): 3 clusters
  Score: Raw -442436.134600 + Penalty 2765.346257 = -439670.788343
  nChanged 2039
		SP:Iteration 1F (148337.200000 sec): 3 clusters
  Score: Raw -443501.042993 + Penalty 2765.346257 = -440735.696736
  nChanged 398
		SP:Iteration 2F (148337.290000 sec): 3 clusters
  Score: Raw -443784.156096 + Penalty 2765.346257 = -441018.809840
  nChanged 402
		SP:Iteration 3F (148337.380000 sec): 3 clusters
  Score: Raw -444171.605446 + Penalty 2765.346257 = -441406.259190
  nChanged 415
		SP:Iteration 4F (148337.470000 sec): 3 clusters
  Score: Raw -444600.321527 + Penalty 2765.346257 = -441834.975271
  nChanged 380
		SP:Iteration 5F (148337.560000 sec): 3 clusters
  Score: Raw -444982.487290 + Penalty 2765.346257 = -442217.141033
  nChanged 264
		SP:Iteration 6F (148337.650000 sec): 3 clusters
  Score: Raw -445217.528419 + Penalty 2765.346257 = -442452.182163
  nChanged 223
		SP:Iteration 7Q (148337.740000 sec): 3 clusters
  Score: Raw -445420.847954 + Penalty 2765.346257 = -442655.501698
  nChanged 183
		SP:Iteration 8Q (148337.830000 sec): 3 clusters
  Score: Raw -445597.601154 + Penalty 2765.346257 = -442832.254898
  nChanged 157
		SP:Iteration 9Q (148337.930000 sec): 3 clusters
  Score: Raw -445730.846588 + Penalty 2765.346257 = -442965.500331
  nChanged 128
		SP:Iteration 10Q (148338.020000 sec): 3 clusters
  Score: Raw -445828.467192 + Penalty 2765.346257 = -443063.120935
  nChanged 109
		SP:Iteration 11Q (148338.110000 sec): 3 clusters
  Score: Raw -445895.568605 + Penalty 2765.346257 = -443130.222348
  nChanged 105
		SP:Iteration 12Q (148338.200000 sec): 3 clusters
  Score: Raw -445964.580235 + Penalty 2765.346257 = -443199.233978
  nChanged 101
		SP:Iteration 13Q (148338.290000 sec): 3 clusters
  Score: Raw -446025.324271 + Penalty 2765.346257 = -443259.978014
  nChanged 78
		SP:Iteration 14Q (148338.390000 sec): 3 clusters
  Score: Raw -446071.266679 + Penalty 2765.346257 = -443305.920422
  nChanged 81
		SP:Iteration 15Q (148338.480000 sec): 3 clusters
  Score: Raw -446111.648090 + Penalty 2765.346257 = -443346.301833
  nChanged 69
		SP:Iteration 16Q (148338.570000 sec): 3 clusters
  Score: Raw -446145.620457 + Penalty 2765.346257 = -443380.274200
  nChanged 55
		SP:Iteration 17Q (148338.660000 sec): 3 clusters
  Score: Raw -446170.535495 + Penalty 2765.346257 = -443405.189239
  nChanged 50
		SP:Iteration 18Q (148338.750000 sec): 3 clusters
  Score: Raw -446190.260854 + Penalty 2765.346257 = -443424.914597
  nChanged 45
		SP:Iteration 19Q (148338.840000 sec): 3 clusters
  Score: Raw -446205.919915 + Penalty 2765.346257 = -443440.573659
  nChanged 45
		SP:Iteration 20F (148338.930000 sec): 3 clusters
  Score: Raw -446221.835608 + Penalty 2765.346257 = -443456.489351
  nChanged 32
		SP:Iteration 21Q (148339.020000 sec): 3 clusters
  Score: Raw -446232.428144 + Penalty 2765.346257 = -443467.081887
  nChanged 33
		SP:Iteration 22Q (148339.110000 sec): 3 clusters
  Score: Raw -446242.086427 + Penalty 2765.346257 = -443476.740171
  nChanged 23
		SP:Iteration 23Q (148339.210000 sec): 3 clusters
  Score: Raw -446249.550130 + Penalty 2765.346257 = -443484.203873
  nChanged 23
		SP:Iteration 24Q (148339.290000 sec): 3 clusters
  Score: Raw -446256.312028 + Penalty 2765.346257 = -443490.965772
  nChanged 22
		SP:Iteration 25Q (148339.390000 sec): 3 clusters
  Score: Raw -446262.354698 + Penalty 2765.346257 = -443497.008441
  nChanged 24
		SP:Iteration 26Q (148339.480000 sec): 3 clusters
  Score: Raw -446268.611147 + Penalty 2765.346257 = -443503.264891
  nChanged 14
		SP:Iteration 27Q (148339.570000 sec): 3 clusters
  Score: Raw -446271.923776 + Penalty 2765.346257 = -443506.577519
  nChanged 16
		SP:Iteration 28Q (148339.660000 sec): 3 clusters
  Score: Raw -446275.567148 + Penalty 2765.346257 = -443510.220891
  nChanged 11
		SP:Iteration 29Q (148339.750000 sec): 3 clusters
  Score: Raw -446277.920401 + Penalty 2765.346257 = -443512.574144
  nChanged 8
		SP:Iteration 30Q (148339.840000 sec): 3 clusters
  Score: Raw -446279.925607 + Penalty 2765.346257 = -443514.579351
  nChanged 10
		SP:Iteration 31Q (148339.930000 sec): 3 clusters
  Score: Raw -446281.813113 + Penalty 2765.346257 = -443516.466856
  nChanged 8
		SP:Iteration 32Q (148340.020000 sec): 3 clusters
  Score: Raw -446283.169769 + Penalty 2765.346257 = -443517.823513
  nChanged 3
		SP:Iteration 33Q (148340.110000 sec): 3 clusters
  Score: Raw -446284.243691 + Penalty 2765.346257 = -443518.897434
  nChanged 6
		SP:Iteration 34Q (148340.200000 sec): 3 clusters
  Score: Raw -446285.659013 + Penalty 2765.346257 = -443520.312756
  nChanged 9
		SP:Iteration 35Q (148340.290000 sec): 3 clusters
  Score: Raw -446288.622095 + Penalty 2765.346257 = -443523.275838
  nChanged 8
		SP:Iteration 36Q (148340.390000 sec): 3 clusters
  Score: Raw -446290.009865 + Penalty 2765.346257 = -443524.663609
  nChanged 5
		SP:Iteration 37Q (148340.480000 sec): 3 clusters
  Score: Raw -446290.963895 + Penalty 2765.346257 = -443525.617638
  nChanged 3
		SP:Iteration 38Q (148340.570000 sec): 3 clusters
  Score: Raw -446292.052787 + Penalty 2765.346257 = -443526.706530
  nChanged 5
		SP:Iteration 39Q (148340.660000 sec): 3 clusters
  Score: Raw -446293.501933 + Penalty 2765.346257 = -443528.155677
  nChanged 8
		SP:Iteration 40F (148340.750000 sec): 3 clusters
  Score: Raw -446295.543073 + Penalty 2765.346257 = -443530.196816
  nChanged 5
		SP:Iteration 41Q (148340.850000 sec): 3 clusters
  Score: Raw -446296.469329 + Penalty 2765.346257 = -443531.123072
  nChanged 3
		SP:Iteration 42Q (148340.940000 sec): 3 clusters
  Score: Raw -446297.164736 + Penalty 2765.346257 = -443531.818480
  nChanged 1
		SP:Iteration 43Q (148341.040000 sec): 3 clusters
  Score: Raw -446297.606565 + Penalty 2765.346257 = -443532.260309
  nChanged 1
		SP:Iteration 44Q (148341.120000 sec): 3 clusters
  Score: Raw -446297.745045 + Penalty 2765.346257 = -443532.398788
  nChanged 0
		SP:Iteration 45F (148341.220000 sec): 3 clusters
  Score: Raw -446297.745045 + Penalty 2765.346257 = -443532.398788
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 39 (1648 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (148341.280000 sec): 2 clusters
  Score: Raw -130855.694288 + Penalty 1203.689128 = -129652.005160
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (148341.310000 sec): 3 clusters
  Score: Raw -130168.852145 + Penalty 2407.378256 = -127761.473890
  nChanged 565
		SP:Iteration 1F (148341.340000 sec): 3 clusters
  Score: Raw -130687.442468 + Penalty 2407.378256 = -128280.064212
  nChanged 176
		SP:Iteration 2F (148341.370000 sec): 3 clusters
  Score: Raw -130896.669406 + Penalty 2407.378256 = -128489.291150
  nChanged 104
		SP:Iteration 3F (148341.400000 sec): 3 clusters
  Score: Raw -131000.870729 + Penalty 2407.378256 = -128593.492473
  nChanged 69
		SP:Iteration 4Q (148341.440000 sec): 3 clusters
  Score: Raw -131057.090416 + Penalty 2407.378256 = -128649.712160
  nChanged 41
		SP:Iteration 5Q (148341.470000 sec): 3 clusters
  Score: Raw -131089.578369 + Penalty 2407.378256 = -128682.200113
  nChanged 32
		SP:Iteration 6Q (148341.500000 sec): 3 clusters
  Score: Raw -131121.697343 + Penalty 2407.378256 = -128714.319087
  nChanged 31
		SP:Iteration 7Q (148341.530000 sec): 3 clusters
  Score: Raw -131149.762789 + Penalty 2407.378256 = -128742.384533
  nChanged 22
		SP:Iteration 8Q (148341.560000 sec): 3 clusters
  Score: Raw -131171.262544 + Penalty 2407.378256 = -128763.884288
  nChanged 17
		SP:Iteration 9Q (148341.590000 sec): 3 clusters
  Score: Raw -131180.384159 + Penalty 2407.378256 = -128773.005903
  nChanged 15
		SP:Iteration 10Q (148341.620000 sec): 3 clusters
  Score: Raw -131187.587942 + Penalty 2407.378256 = -128780.209686
  nChanged 8
		SP:Iteration 11Q (148341.660000 sec): 3 clusters
  Score: Raw -131192.749369 + Penalty 2407.378256 = -128785.371114
  nChanged 7
		SP:Iteration 12Q (148341.690000 sec): 3 clusters
  Score: Raw -131198.678613 + Penalty 2407.378256 = -128791.300357
  nChanged 10
		SP:Iteration 13Q (148341.720000 sec): 3 clusters
  Score: Raw -131205.317049 + Penalty 2407.378256 = -128797.938794
  nChanged 10
		SP:Iteration 14Q (148341.750000 sec): 3 clusters
  Score: Raw -131213.613293 + Penalty 2407.378256 = -128806.235037
  nChanged 8
		SP:Iteration 15Q (148341.780000 sec): 3 clusters
  Score: Raw -131224.505888 + Penalty 2407.378256 = -128817.127632
  nChanged 15
		SP:Iteration 16Q (148341.810000 sec): 3 clusters
  Score: Raw -131237.334824 + Penalty 2407.378256 = -128829.956568
  nChanged 18
		SP:Iteration 17Q (148341.840000 sec): 3 clusters
  Score: Raw -131252.850888 + Penalty 2407.378256 = -128845.472632
  nChanged 16
		SP:Iteration 18Q (148341.880000 sec): 3 clusters
  Score: Raw -131264.453608 + Penalty 2407.378256 = -128857.075352
  nChanged 12
		SP:Iteration 19Q (148341.910000 sec): 3 clusters
  Score: Raw -131269.847618 + Penalty 2407.378256 = -128862.469362
  nChanged 2
		SP:Iteration 20F (148341.940000 sec): 3 clusters
  Score: Raw -131270.614198 + Penalty 2407.378256 = -128863.235942
  nChanged 1
		SP:Iteration 21Q (148341.970000 sec): 3 clusters
  Score: Raw -131271.386536 + Penalty 2407.378256 = -128864.008281
  nChanged 0
		SP:Iteration 22F (148342.000000 sec): 3 clusters
  Score: Raw -131271.386536 + Penalty 2407.378256 = -128864.008281
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 40 (23398 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (148342.260000 sec): 2 clusters
  Score: Raw -2209438.102073 + Penalty 1634.815947 = -2207803.286126
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (148342.590000 sec): 3 clusters
  Score: Raw -2195254.251140 + Penalty 3269.631894 = -2191984.619246
  nChanged 10684
		SP:Iteration 1F (148342.860000 sec): 3 clusters
  Score: Raw -2201479.335268 + Penalty 3269.631894 = -2198209.703374
  nChanged 1528
		SP:Iteration 2F (148343.120000 sec): 3 clusters
  Score: Raw -2202243.775843 + Penalty 3269.631894 = -2198974.143949
  nChanged 1559
		SP:Iteration 3F (148343.390000 sec): 3 clusters
  Score: Raw -2203132.636080 + Penalty 3269.631894 = -2199863.004186
  nChanged 1639
		SP:Iteration 4F (148343.660000 sec): 3 clusters
  Score: Raw -2204268.774670 + Penalty 3269.631894 = -2200999.142776
  nChanged 1679
		SP:Iteration 5F (148343.930000 sec): 3 clusters
  Score: Raw -2205575.921883 + Penalty 3269.631894 = -2202306.289989
  nChanged 1553
		SP:Iteration 6F (148344.200000 sec): 3 clusters
  Score: Raw -2206932.362127 + Penalty 3269.631894 = -2203662.730233
  nChanged 1230
		SP:Iteration 7F (148344.460000 sec): 3 clusters
  Score: Raw -2208125.253012 + Penalty 3269.631894 = -2204855.621118
  nChanged 810
		SP:Iteration 8Q (148344.790000 sec): 3 clusters
  Score: Raw -2208920.633232 + Penalty 3269.631894 = -2205651.001338
  nChanged 400
		SP:Iteration 9Q (148345.050000 sec): 3 clusters
  Score: Raw -2209349.273955 + Penalty 3269.631894 = -2206079.642061
  nChanged 177
		SP:Iteration 10Q (148345.330000 sec): 3 clusters
  Score: Raw -2209589.940241 + Penalty 3269.631894 = -2206320.308347
  nChanged 77
		SP:Iteration 11Q (148345.600000 sec): 3 clusters
  Score: Raw -2209720.113895 + Penalty 3269.631894 = -2206450.482001
  nChanged 46
		SP:Iteration 12Q (148345.860000 sec): 3 clusters
  Score: Raw -2209777.753242 + Penalty 3269.631894 = -2206508.121348
  nChanged 20
		SP:Iteration 13Q (148346.130000 sec): 3 clusters
  Score: Raw -2209800.552003 + Penalty 3269.631894 = -2206530.920109
  nChanged 14
		SP:Iteration 14Q (148346.400000 sec): 3 clusters
  Score: Raw -2209815.667427 + Penalty 3269.631894 = -2206546.035533
  nChanged 11
		SP:Iteration 15Q (148346.660000 sec): 3 clusters
  Score: Raw -2209827.633147 + Penalty 3269.631894 = -2206558.001253
  nChanged 10
		SP:Iteration 16Q (148346.910000 sec): 3 clusters
  Score: Raw -2209839.490795 + Penalty 3269.631894 = -2206569.858901
  nChanged 8
		SP:Iteration 17Q (148347.160000 sec): 3 clusters
  Score: Raw -2209851.292457 + Penalty 3269.631894 = -2206581.660563
  nChanged 10
		SP:Iteration 18Q (148347.450000 sec): 3 clusters
  Score: Raw -2209863.397675 + Penalty 3269.631894 = -2206593.765781
  nChanged 5
		SP:Iteration 19Q (148347.690000 sec): 3 clusters
  Score: Raw -2209869.735634 + Penalty 3269.631894 = -2206600.103740
  nChanged 1
		SP:Iteration 20F (148348.000000 sec): 3 clusters
  Score: Raw -2209870.729567 + Penalty 3269.631894 = -2206601.097673
  nChanged 1
		SP:Iteration 21Q (148348.240000 sec): 3 clusters
  Score: Raw -2209871.276616 + Penalty 3269.631894 = -2206601.644722
  nChanged 0
		SP:Iteration 22F (148348.560000 sec): 3 clusters
  Score: Raw -2209871.276616 + Penalty 3269.631894 = -2206601.644722
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 41 (2963 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (148348.630000 sec): 2 clusters
  Score: Raw -245329.363396 + Penalty 1299.018101 = -244030.345295
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (148348.710000 sec): 3 clusters
  Score: Raw -243924.471668 + Penalty 2598.036203 = -241326.435465
  nChanged 1103
		SP:Iteration 1F (148348.780000 sec): 3 clusters
  Score: Raw -244595.198910 + Penalty 2598.036203 = -241997.162707
  nChanged 258
		SP:Iteration 2F (148348.840000 sec): 3 clusters
  Score: Raw -244810.179320 + Penalty 2598.036203 = -242212.143117
  nChanged 200
		SP:Iteration 3F (148348.900000 sec): 3 clusters
  Score: Raw -245021.708965 + Penalty 2598.036203 = -242423.672762
  nChanged 178
		SP:Iteration 4F (148348.960000 sec): 3 clusters
  Score: Raw -245205.138987 + Penalty 2598.036203 = -242607.102784
  nChanged 157
		SP:Iteration 5F (148349.010000 sec): 3 clusters
  Score: Raw -245337.671127 + Penalty 2598.036203 = -242739.634924
  nChanged 123
		SP:Iteration 6Q (148349.070000 sec): 3 clusters
  Score: Raw -245464.341404 + Penalty 2598.036203 = -242866.305201
  nChanged 109
		SP:Iteration 7Q (148349.130000 sec): 3 clusters
  Score: Raw -245556.797015 + Penalty 2598.036203 = -242958.760812
  nChanged 88
		SP:Iteration 8Q (148349.190000 sec): 3 clusters
  Score: Raw -245632.493799 + Penalty 2598.036203 = -243034.457596
  nChanged 71
		SP:Iteration 9Q (148349.240000 sec): 3 clusters
  Score: Raw -245697.832663 + Penalty 2598.036203 = -243099.796460
  nChanged 75
		SP:Iteration 10Q (148349.300000 sec): 3 clusters
  Score: Raw -245757.150011 + Penalty 2598.036203 = -243159.113808
  nChanged 72
		SP:Iteration 11Q (148349.360000 sec): 3 clusters
  Score: Raw -245801.674152 + Penalty 2598.036203 = -243203.637949
  nChanged 59
		SP:Iteration 12Q (148349.420000 sec): 3 clusters
  Score: Raw -245833.640409 + Penalty 2598.036203 = -243235.604206
  nChanged 49
		SP:Iteration 13Q (148349.480000 sec): 3 clusters
  Score: Raw -245856.359472 + Penalty 2598.036203 = -243258.323269
  nChanged 23
		SP:Iteration 14Q (148349.540000 sec): 3 clusters
  Score: Raw -245866.790432 + Penalty 2598.036203 = -243268.754229
  nChanged 20
		SP:Iteration 15Q (148349.590000 sec): 3 clusters
  Score: Raw -245877.724236 + Penalty 2598.036203 = -243279.688033
  nChanged 18
		SP:Iteration 16Q (148349.650000 sec): 3 clusters
  Score: Raw -245887.362128 + Penalty 2598.036203 = -243289.325925
  nChanged 23
		SP:Iteration 17Q (148349.710000 sec): 3 clusters
  Score: Raw -245898.859471 + Penalty 2598.036203 = -243300.823268
  nChanged 18
		SP:Iteration 18Q (148349.770000 sec): 3 clusters
  Score: Raw -245908.795718 + Penalty 2598.036203 = -243310.759515
  nChanged 26
		SP:Iteration 19Q (148349.830000 sec): 3 clusters
  Score: Raw -245922.206941 + Penalty 2598.036203 = -243324.170738
  nChanged 22
		SP:Iteration 20F (148349.890000 sec): 3 clusters
  Score: Raw -245930.858112 + Penalty 2598.036203 = -243332.821909
  nChanged 17
		SP:Iteration 21Q (148349.940000 sec): 3 clusters
  Score: Raw -245937.793512 + Penalty 2598.036203 = -243339.757309
  nChanged 18
		SP:Iteration 22Q (148350.000000 sec): 3 clusters
  Score: Raw -245946.356874 + Penalty 2598.036203 = -243348.320671
  nChanged 16
		SP:Iteration 23Q (148350.060000 sec): 3 clusters
  Score: Raw -245953.374015 + Penalty 2598.036203 = -243355.337812
  nChanged 13
		SP:Iteration 24Q (148350.120000 sec): 3 clusters
  Score: Raw -245957.366802 + Penalty 2598.036203 = -243359.330599
  nChanged 6
		SP:Iteration 25Q (148350.170000 sec): 3 clusters
  Score: Raw -245960.124231 + Penalty 2598.036203 = -243362.088028
  nChanged 3
		SP:Iteration 26Q (148350.230000 sec): 3 clusters
  Score: Raw -245960.923232 + Penalty 2598.036203 = -243362.887029
  nChanged 1
		SP:Iteration 27Q (148350.290000 sec): 3 clusters
  Score: Raw -245961.296198 + Penalty 2598.036203 = -243363.259995
  nChanged 3
		SP:Iteration 28Q (148350.350000 sec): 3 clusters
  Score: Raw -245962.227634 + Penalty 2598.036203 = -243364.191431
  nChanged 5
		SP:Iteration 29Q (148350.410000 sec): 3 clusters
  Score: Raw -245963.581312 + Penalty 2598.036203 = -243365.545109
  nChanged 4
		SP:Iteration 30Q (148350.460000 sec): 3 clusters
  Score: Raw -245964.793862 + Penalty 2598.036203 = -243366.757659
  nChanged 2
		SP:Iteration 31Q (148350.520000 sec): 3 clusters
  Score: Raw -245965.173998 + Penalty 2598.036203 = -243367.137795
  nChanged 3
		SP:Iteration 32Q (148350.580000 sec): 3 clusters
  Score: Raw -245965.912257 + Penalty 2598.036203 = -243367.876054
  nChanged 3
		SP:Iteration 33Q (148350.640000 sec): 3 clusters
  Score: Raw -245967.015256 + Penalty 2598.036203 = -243368.979054
  nChanged 2
		SP:Iteration 34Q (148350.690000 sec): 3 clusters
  Score: Raw -245967.980600 + Penalty 2598.036203 = -243369.944397
  nChanged 3
		SP:Iteration 35Q (148350.750000 sec): 3 clusters
  Score: Raw -245969.409228 + Penalty 2598.036203 = -243371.373025
  nChanged 2
		SP:Iteration 36Q (148350.810000 sec): 3 clusters
  Score: Raw -245970.710316 + Penalty 2598.036203 = -243372.674113
  nChanged 0
		SP:Iteration 37F (148350.870000 sec): 3 clusters
  Score: Raw -245970.710316 + Penalty 2598.036203 = -243372.674113
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 42 (810 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (148350.910000 sec): 2 clusters
  Score: Raw -57984.855831 + Penalty 1088.268065 = -56896.587766
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (148350.930000 sec): 3 clusters
  Score: Raw -57857.981710 + Penalty 2176.536130 = -55681.445580
  nChanged 235
		SP:Iteration 1F (148350.950000 sec): 3 clusters
  Score: Raw -58185.123873 + Penalty 2176.536130 = -56008.587742
  nChanged 78
		SP:Iteration 2F (148350.960000 sec): 3 clusters
  Score: Raw -58316.420476 + Penalty 2176.536130 = -56139.884346
  nChanged 50
		SP:Iteration 3F (148350.980000 sec): 3 clusters
  Score: Raw -58379.652280 + Penalty 2176.536130 = -56203.116150
  nChanged 26
		SP:Iteration 4Q (148350.990000 sec): 3 clusters
  Score: Raw -58439.589475 + Penalty 2176.536130 = -56263.053345
  nChanged 22
		SP:Iteration 5Q (148351.010000 sec): 3 clusters
  Score: Raw -58473.561673 + Penalty 2176.536130 = -56297.025543
  nChanged 17
		SP:Iteration 6Q (148351.030000 sec): 3 clusters
  Score: Raw -58491.646513 + Penalty 2176.536130 = -56315.110383
  nChanged 8
		SP:Iteration 7Q (148351.040000 sec): 3 clusters
  Score: Raw -58524.138479 + Penalty 2176.536130 = -56347.602348
  nChanged 9
		SP:Iteration 8Q (148351.060000 sec): 3 clusters
  Score: Raw -58561.151287 + Penalty 2176.536130 = -56384.615157
  nChanged 16
		SP:Iteration 9Q (148351.070000 sec): 3 clusters
  Score: Raw -58622.656419 + Penalty 2176.536130 = -56446.120289
  nChanged 16
		SP:Iteration 10Q (148351.090000 sec): 3 clusters
  Score: Raw -58669.534989 + Penalty 2176.536130 = -56492.998859
  nChanged 14
		SP:Iteration 11Q (148351.110000 sec): 3 clusters
  Score: Raw -58714.390129 + Penalty 2176.536130 = -56537.853999
  nChanged 9
		SP:Iteration 12Q (148351.120000 sec): 3 clusters
  Score: Raw -58725.742128 + Penalty 2176.536130 = -56549.205997
  nChanged 6
		SP:Iteration 13Q (148351.140000 sec): 3 clusters
  Score: Raw -58738.741036 + Penalty 2176.536130 = -56562.204905
  nChanged 5
		SP:Iteration 14Q (148351.150000 sec): 3 clusters
  Score: Raw -58749.816495 + Penalty 2176.536130 = -56573.280364
  nChanged 3
		SP:Iteration 15Q (148351.170000 sec): 3 clusters
  Score: Raw -58753.394162 + Penalty 2176.536130 = -56576.858032
  nChanged 2
		SP:Iteration 16Q (148351.180000 sec): 3 clusters
  Score: Raw -58757.387021 + Penalty 2176.536130 = -56580.850891
  nChanged 3
		SP:Iteration 17Q (148351.200000 sec): 3 clusters
  Score: Raw -58764.682801 + Penalty 2176.536130 = -56588.146670
  nChanged 3
		SP:Iteration 18Q (148351.210000 sec): 3 clusters
  Score: Raw -58772.961498 + Penalty 2176.536130 = -56596.425367
  nChanged 0
		SP:Iteration 19F (148351.230000 sec): 3 clusters
  Score: Raw -58778.150942 + Penalty 2176.536130 = -56601.614811
  nChanged 1
		SP:Iteration 20F (148351.250000 sec): 3 clusters
  Score: Raw -58791.712914 + Penalty 2176.536130 = -56615.176784
  nChanged 2
		SP:Iteration 21Q (148351.260000 sec): 3 clusters
  Score: Raw -58805.122136 + Penalty 2176.536130 = -56628.586006
  nChanged 1
		SP:Iteration 22Q (148351.280000 sec): 3 clusters
  Score: Raw -58806.066222 + Penalty 2176.536130 = -56629.530091
  nChanged 1
		SP:Iteration 23Q (148351.290000 sec): 3 clusters
  Score: Raw -58806.901375 + Penalty 2176.536130 = -56630.365244
  nChanged 0
		SP:Iteration 24F (148351.310000 sec): 3 clusters
  Score: Raw -58806.901375 + Penalty 2176.536130 = -56630.365244
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 43 (813 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (148351.350000 sec): 2 clusters
  Score: Raw -67698.515717 + Penalty 1088.868805 = -66609.646912
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (148351.360000 sec): 3 clusters
  Score: Raw -67516.900731 + Penalty 2177.737611 = -65339.163120
  nChanged 264
		SP:Iteration 1F (148351.380000 sec): 3 clusters
  Score: Raw -67860.565292 + Penalty 2177.737611 = -65682.827681
  nChanged 70
		SP:Iteration 2F (148351.390000 sec): 3 clusters
  Score: Raw -67969.790357 + Penalty 2177.737611 = -65792.052746
  nChanged 42
		SP:Iteration 3F (148351.410000 sec): 3 clusters
  Score: Raw -68046.342152 + Penalty 2177.737611 = -65868.604541
  nChanged 31
		SP:Iteration 4Q (148351.430000 sec): 3 clusters
  Score: Raw -68094.686644 + Penalty 2177.737611 = -65916.949033
  nChanged 20
		SP:Iteration 5Q (148351.440000 sec): 3 clusters
  Score: Raw -68116.914715 + Penalty 2177.737611 = -65939.177104
  nChanged 8
		SP:Iteration 6Q (148351.460000 sec): 3 clusters
  Score: Raw -68124.206710 + Penalty 2177.737611 = -65946.469099
  nChanged 10
		SP:Iteration 7Q (148351.470000 sec): 3 clusters
  Score: Raw -68144.228530 + Penalty 2177.737611 = -65966.490919
  nChanged 10
		SP:Iteration 8Q (148351.490000 sec): 3 clusters
  Score: Raw -68158.303750 + Penalty 2177.737611 = -65980.566140
  nChanged 10
		SP:Iteration 9Q (148351.510000 sec): 3 clusters
  Score: Raw -68166.418015 + Penalty 2177.737611 = -65988.680404
  nChanged 2
		SP:Iteration 10Q (148351.520000 sec): 3 clusters
  Score: Raw -68168.821505 + Penalty 2177.737611 = -65991.083895
  nChanged 3
		SP:Iteration 11Q (148351.540000 sec): 3 clusters
  Score: Raw -68172.187655 + Penalty 2177.737611 = -65994.450044
  nChanged 3
		SP:Iteration 12Q (148351.550000 sec): 3 clusters
  Score: Raw -68176.026928 + Penalty 2177.737611 = -65998.289317
  nChanged 3
		SP:Iteration 13Q (148351.570000 sec): 3 clusters
  Score: Raw -68178.866089 + Penalty 2177.737611 = -66001.128478
  nChanged 1
		SP:Iteration 14Q (148351.590000 sec): 3 clusters
  Score: Raw -68179.570748 + Penalty 2177.737611 = -66001.833137
  nChanged 1
		SP:Iteration 15Q (148351.600000 sec): 3 clusters
  Score: Raw -68180.708872 + Penalty 2177.737611 = -66002.971261
  nChanged 2
		SP:Iteration 16Q (148351.620000 sec): 3 clusters
  Score: Raw -68184.098157 + Penalty 2177.737611 = -66006.360546
  nChanged 2
		SP:Iteration 17Q (148351.630000 sec): 3 clusters
  Score: Raw -68185.961212 + Penalty 2177.737611 = -66008.223602
  nChanged 1
		SP:Iteration 18Q (148351.650000 sec): 3 clusters
  Score: Raw -68188.019321 + Penalty 2177.737611 = -66010.281710
  nChanged 1
		SP:Iteration 19Q (148351.670000 sec): 3 clusters
  Score: Raw -68188.568654 + Penalty 2177.737611 = -66010.831044
  nChanged 1
		SP:Iteration 20F (148351.680000 sec): 3 clusters
  Score: Raw -68189.490238 + Penalty 2177.737611 = -66011.752628
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 44 (1682 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (148351.740000 sec): 2 clusters
  Score: Raw -149860.023378 + Penalty 1207.007562 = -148653.015816
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (148351.780000 sec): 3 clusters
  Score: Raw -149175.982613 + Penalty 2414.015123 = -146761.967490
  nChanged 576
		SP:Iteration 1F (148351.810000 sec): 3 clusters
  Score: Raw -149563.343851 + Penalty 2414.015123 = -147149.328728
  nChanged 155
		SP:Iteration 2F (148351.850000 sec): 3 clusters
  Score: Raw -149741.344247 + Penalty 2414.015123 = -147327.329124
  nChanged 136
		SP:Iteration 3F (148351.880000 sec): 3 clusters
  Score: Raw -149933.984422 + Penalty 2414.015123 = -147519.969299
  nChanged 127
		SP:Iteration 4F (148351.920000 sec): 3 clusters
  Score: Raw -150126.769232 + Penalty 2414.015123 = -147712.754109
  nChanged 109
		SP:Iteration 5F (148351.950000 sec): 3 clusters
  Score: Raw -150305.719367 + Penalty 2414.015123 = -147891.704244
  nChanged 73
		SP:Iteration 6Q (148351.980000 sec): 3 clusters
  Score: Raw -150405.735013 + Penalty 2414.015123 = -147991.719890
  nChanged 44
		SP:Iteration 7Q (148352.020000 sec): 3 clusters
  Score: Raw -150449.650718 + Penalty 2414.015123 = -148035.635594
  nChanged 22
		SP:Iteration 8Q (148352.050000 sec): 3 clusters
  Score: Raw -150473.689066 + Penalty 2414.015123 = -148059.673942
  nChanged 18
		SP:Iteration 9Q (148352.090000 sec): 3 clusters
  Score: Raw -150493.652520 + Penalty 2414.015123 = -148079.637397
  nChanged 12
		SP:Iteration 10Q (148352.120000 sec): 3 clusters
  Score: Raw -150501.648435 + Penalty 2414.015123 = -148087.633311
  nChanged 6
		SP:Iteration 11Q (148352.150000 sec): 3 clusters
  Score: Raw -150506.825290 + Penalty 2414.015123 = -148092.810167
  nChanged 7
		SP:Iteration 12Q (148352.190000 sec): 3 clusters
  Score: Raw -150511.549047 + Penalty 2414.015123 = -148097.533924
  nChanged 5
		SP:Iteration 13Q (148352.220000 sec): 3 clusters
  Score: Raw -150513.522438 + Penalty 2414.015123 = -148099.507315
  nChanged 5
		SP:Iteration 14Q (148352.250000 sec): 3 clusters
  Score: Raw -150517.779783 + Penalty 2414.015123 = -148103.764659
  nChanged 6
		SP:Iteration 15Q (148352.290000 sec): 3 clusters
  Score: Raw -150521.622619 + Penalty 2414.015123 = -148107.607495
  nChanged 4
		SP:Iteration 16Q (148352.320000 sec): 3 clusters
  Score: Raw -150525.070486 + Penalty 2414.015123 = -148111.055362
  nChanged 4
		SP:Iteration 17Q (148352.360000 sec): 3 clusters
  Score: Raw -150527.110722 + Penalty 2414.015123 = -148113.095599
  nChanged 4
		SP:Iteration 18Q (148352.390000 sec): 3 clusters
  Score: Raw -150528.589946 + Penalty 2414.015123 = -148114.574823
  nChanged 1
		SP:Iteration 19Q (148352.430000 sec): 3 clusters
  Score: Raw -150529.108214 + Penalty 2414.015123 = -148115.093091
  nChanged 0
		SP:Iteration 20F (148352.460000 sec): 3 clusters
  Score: Raw -150529.108214 + Penalty 2414.015123 = -148115.093091
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 45 (2110 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (148352.520000 sec): 2 clusters
  Score: Raw -164189.313374 + Penalty 1243.847024 = -162945.466350
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (148352.570000 sec): 3 clusters
  Score: Raw -163338.120811 + Penalty 2487.694049 = -160850.426762
  nChanged 754
		SP:Iteration 1F (148352.610000 sec): 3 clusters
  Score: Raw -163864.685722 + Penalty 2487.694049 = -161376.991674
  nChanged 189
		SP:Iteration 2F (148352.650000 sec): 3 clusters
  Score: Raw -164060.001420 + Penalty 2487.694049 = -161572.307371
  nChanged 140
		SP:Iteration 3F (148352.690000 sec): 3 clusters
  Score: Raw -164203.482907 + Penalty 2487.694049 = -161715.788858
  nChanged 128
		SP:Iteration 4F (148352.730000 sec): 3 clusters
  Score: Raw -164355.399726 + Penalty 2487.694049 = -161867.705678
  nChanged 103
		SP:Iteration 5Q (148352.770000 sec): 3 clusters
  Score: Raw -164459.436459 + Penalty 2487.694049 = -161971.742410
  nChanged 75
		SP:Iteration 6Q (148352.810000 sec): 3 clusters
  Score: Raw -164512.034012 + Penalty 2487.694049 = -162024.339963
  nChanged 67
		SP:Iteration 7Q (148352.860000 sec): 3 clusters
  Score: Raw -164560.449897 + Penalty 2487.694049 = -162072.755848
  nChanged 55
		SP:Iteration 8Q (148352.900000 sec): 3 clusters
  Score: Raw -164600.445162 + Penalty 2487.694049 = -162112.751114
  nChanged 38
		SP:Iteration 9Q (148352.940000 sec): 3 clusters
  Score: Raw -164622.968283 + Penalty 2487.694049 = -162135.274234
  nChanged 26
		SP:Iteration 10Q (148352.980000 sec): 3 clusters
  Score: Raw -164638.531028 + Penalty 2487.694049 = -162150.836979
  nChanged 24
		SP:Iteration 11Q (148353.020000 sec): 3 clusters
  Score: Raw -164653.776144 + Penalty 2487.694049 = -162166.082095
  nChanged 23
		SP:Iteration 12Q (148353.070000 sec): 3 clusters
  Score: Raw -164666.051697 + Penalty 2487.694049 = -162178.357648
  nChanged 18
		SP:Iteration 13Q (148353.110000 sec): 3 clusters
  Score: Raw -164674.878816 + Penalty 2487.694049 = -162187.184767
  nChanged 17
		SP:Iteration 14Q (148353.150000 sec): 3 clusters
  Score: Raw -164681.607045 + Penalty 2487.694049 = -162193.912996
  nChanged 12
		SP:Iteration 15Q (148353.190000 sec): 3 clusters
  Score: Raw -164687.836267 + Penalty 2487.694049 = -162200.142218
  nChanged 11
		SP:Iteration 16Q (148353.230000 sec): 3 clusters
  Score: Raw -164697.666968 + Penalty 2487.694049 = -162209.972920
  nChanged 12
		SP:Iteration 17Q (148353.270000 sec): 3 clusters
  Score: Raw -164705.041478 + Penalty 2487.694049 = -162217.347429
  nChanged 15
		SP:Iteration 18Q (148353.310000 sec): 3 clusters
  Score: Raw -164712.072126 + Penalty 2487.694049 = -162224.378077
  nChanged 15
		SP:Iteration 19Q (148353.350000 sec): 3 clusters
  Score: Raw -164717.053910 + Penalty 2487.694049 = -162229.359861
  nChanged 8
		SP:Iteration 20F (148353.400000 sec): 3 clusters
  Score: Raw -164720.220332 + Penalty 2487.694049 = -162232.526284
  nChanged 2
		SP:Iteration 21Q (148353.440000 sec): 3 clusters
  Score: Raw -164721.020031 + Penalty 2487.694049 = -162233.325982
  nChanged 0
		SP:Iteration 22F (148353.480000 sec): 3 clusters
  Score: Raw -164721.020031 + Penalty 2487.694049 = -162233.325982
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 46 (1393 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (148353.530000 sec): 2 clusters
  Score: Raw -116400.191871 + Penalty 1176.372433 = -115223.819438
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (148353.560000 sec): 3 clusters
  Score: Raw -115880.154837 + Penalty 2352.744866 = -113527.409970
  nChanged 452
		SP:Iteration 1F (148353.590000 sec): 3 clusters
  Score: Raw -116207.698673 + Penalty 2352.744866 = -113854.953807
  nChanged 94
		SP:Iteration 2F (148353.610000 sec): 3 clusters
  Score: Raw -116287.437977 + Penalty 2352.744866 = -113934.693110
  nChanged 61
		SP:Iteration 3Q (148353.640000 sec): 3 clusters
  Score: Raw -116341.877213 + Penalty 2352.744866 = -113989.132347
  nChanged 39
		SP:Iteration 4Q (148353.670000 sec): 3 clusters
  Score: Raw -116375.664077 + Penalty 2352.744866 = -114022.919211
  nChanged 36
		SP:Iteration 5Q (148353.700000 sec): 3 clusters
  Score: Raw -116407.971335 + Penalty 2352.744866 = -114055.226469
  nChanged 30
		SP:Iteration 6Q (148353.730000 sec): 3 clusters
  Score: Raw -116434.338682 + Penalty 2352.744866 = -114081.593815
  nChanged 22
		SP:Iteration 7Q (148353.750000 sec): 3 clusters
  Score: Raw -116451.034631 + Penalty 2352.744866 = -114098.289764
  nChanged 19
		SP:Iteration 8Q (148353.780000 sec): 3 clusters
  Score: Raw -116465.466870 + Penalty 2352.744866 = -114112.722003
  nChanged 20
		SP:Iteration 9Q (148353.810000 sec): 3 clusters
  Score: Raw -116477.790503 + Penalty 2352.744866 = -114125.045637
  nChanged 23
		SP:Iteration 10Q (148353.830000 sec): 3 clusters
  Score: Raw -116493.390656 + Penalty 2352.744866 = -114140.645789
  nChanged 12
		SP:Iteration 11Q (148353.860000 sec): 3 clusters
  Score: Raw -116502.118466 + Penalty 2352.744866 = -114149.373600
  nChanged 10
		SP:Iteration 12Q (148353.890000 sec): 3 clusters
  Score: Raw -116508.507424 + Penalty 2352.744866 = -114155.762557
  nChanged 7
		SP:Iteration 13Q (148353.910000 sec): 3 clusters
  Score: Raw -116513.318939 + Penalty 2352.744866 = -114160.574072
  nChanged 9
		SP:Iteration 14Q (148353.940000 sec): 3 clusters
  Score: Raw -116519.699501 + Penalty 2352.744866 = -114166.954635
  nChanged 9
		SP:Iteration 15Q (148353.970000 sec): 3 clusters
  Score: Raw -116530.277151 + Penalty 2352.744866 = -114177.532284
  nChanged 4
		SP:Iteration 16Q (148354.000000 sec): 3 clusters
  Score: Raw -116534.595863 + Penalty 2352.744866 = -114181.850997
  nChanged 5
		SP:Iteration 17Q (148354.020000 sec): 3 clusters
  Score: Raw -116538.108971 + Penalty 2352.744866 = -114185.364104
  nChanged 5
		SP:Iteration 18Q (148354.050000 sec): 3 clusters
  Score: Raw -116541.891071 + Penalty 2352.744866 = -114189.146204
  nChanged 3
		SP:Iteration 19Q (148354.080000 sec): 3 clusters
  Score: Raw -116543.273562 + Penalty 2352.744866 = -114190.528695
  nChanged 2
		SP:Iteration 20F (148354.100000 sec): 3 clusters
  Score: Raw -116544.588182 + Penalty 2352.744866 = -114191.843316
  nChanged 2
		SP:Iteration 21Q (148354.130000 sec): 3 clusters
  Score: Raw -116545.581511 + Penalty 2352.744866 = -114192.836644
  nChanged 0
		SP:Iteration 22F (148354.160000 sec): 3 clusters
  Score: Raw -116545.581511 + Penalty 2352.744866 = -114192.836644
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 47 (3455 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (148354.230000 sec): 2 clusters
  Score: Raw -292838.739504 + Penalty 1323.981382 = -291514.758122
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (148354.290000 sec): 3 clusters
  Score: Raw -291202.750060 + Penalty 2647.962764 = -288554.787296
  nChanged 1320
		SP:Iteration 1F (148354.360000 sec): 3 clusters
  Score: Raw -292062.195184 + Penalty 2647.962764 = -289414.232420
  nChanged 283
		SP:Iteration 2F (148354.420000 sec): 3 clusters
  Score: Raw -292261.770449 + Penalty 2647.962764 = -289613.807685
  nChanged 196
		SP:Iteration 3F (148354.490000 sec): 3 clusters
  Score: Raw -292414.240012 + Penalty 2647.962764 = -289766.277248
  nChanged 172
		SP:Iteration 4Q (148354.550000 sec): 3 clusters
  Score: Raw -292541.803787 + Penalty 2647.962764 = -289893.841022
  nChanged 137
		SP:Iteration 5Q (148354.620000 sec): 3 clusters
  Score: Raw -292626.031669 + Penalty 2647.962764 = -289978.068905
  nChanged 123
		SP:Iteration 6Q (148354.690000 sec): 3 clusters
  Score: Raw -292712.661106 + Penalty 2647.962764 = -290064.698342
  nChanged 122
		SP:Iteration 7Q (148354.750000 sec): 3 clusters
  Score: Raw -292794.856640 + Penalty 2647.962764 = -290146.893876
  nChanged 102
		SP:Iteration 8Q (148354.810000 sec): 3 clusters
  Score: Raw -292863.921336 + Penalty 2647.962764 = -290215.958572
  nChanged 87
		SP:Iteration 9Q (148354.880000 sec): 3 clusters
  Score: Raw -292909.399602 + Penalty 2647.962764 = -290261.436838
  nChanged 61
		SP:Iteration 10Q (148354.950000 sec): 3 clusters
  Score: Raw -292938.479463 + Penalty 2647.962764 = -290290.516699
  nChanged 53
		SP:Iteration 11Q (148355.010000 sec): 3 clusters
  Score: Raw -292959.792670 + Penalty 2647.962764 = -290311.829906
  nChanged 42
		SP:Iteration 12Q (148355.080000 sec): 3 clusters
  Score: Raw -292976.497543 + Penalty 2647.962764 = -290328.534778
  nChanged 31
		SP:Iteration 13Q (148355.140000 sec): 3 clusters
  Score: Raw -292991.816850 + Penalty 2647.962764 = -290343.854086
  nChanged 41
		SP:Iteration 14Q (148355.210000 sec): 3 clusters
  Score: Raw -293012.944049 + Penalty 2647.962764 = -290364.981284
  nChanged 54
		SP:Iteration 15Q (148355.270000 sec): 3 clusters
  Score: Raw -293044.812905 + Penalty 2647.962764 = -290396.850141
  nChanged 53
		SP:Iteration 16Q (148355.330000 sec): 3 clusters
  Score: Raw -293077.475403 + Penalty 2647.962764 = -290429.512639
  nChanged 57
		SP:Iteration 17Q (148355.400000 sec): 3 clusters
  Score: Raw -293113.058022 + Penalty 2647.962764 = -290465.095258
  nChanged 51
		SP:Iteration 18Q (148355.460000 sec): 3 clusters
  Score: Raw -293145.766277 + Penalty 2647.962764 = -290497.803513
  nChanged 40
		SP:Iteration 19Q (148355.530000 sec): 3 clusters
  Score: Raw -293169.576200 + Penalty 2647.962764 = -290521.613436
  nChanged 45
		SP:Iteration 20F (148355.590000 sec): 3 clusters
  Score: Raw -293196.524360 + Penalty 2647.962764 = -290548.561595
  nChanged 30
		SP:Iteration 21Q (148355.650000 sec): 3 clusters
  Score: Raw -293213.507129 + Penalty 2647.962764 = -290565.544365
  nChanged 29
		SP:Iteration 22Q (148355.720000 sec): 3 clusters
  Score: Raw -293232.366653 + Penalty 2647.962764 = -290584.403888
  nChanged 31
		SP:Iteration 23Q (148355.780000 sec): 3 clusters
  Score: Raw -293251.008548 + Penalty 2647.962764 = -290603.045784
  nChanged 23
		SP:Iteration 24Q (148355.850000 sec): 3 clusters
  Score: Raw -293267.458199 + Penalty 2647.962764 = -290619.495435
  nChanged 23
		SP:Iteration 25Q (148355.910000 sec): 3 clusters
  Score: Raw -293280.777657 + Penalty 2647.962764 = -290632.814893
  nChanged 24
		SP:Iteration 26Q (148355.970000 sec): 3 clusters
  Score: Raw -293293.217915 + Penalty 2647.962764 = -290645.255151
  nChanged 19
		SP:Iteration 27Q (148356.030000 sec): 3 clusters
  Score: Raw -293305.869730 + Penalty 2647.962764 = -290657.906966
  nChanged 16
		SP:Iteration 28Q (148356.100000 sec): 3 clusters
  Score: Raw -293315.140247 + Penalty 2647.962764 = -290667.177482
  nChanged 9
		SP:Iteration 29Q (148356.160000 sec): 3 clusters
  Score: Raw -293319.677699 + Penalty 2647.962764 = -290671.714934
  nChanged 3
		SP:Iteration 30Q (148356.220000 sec): 3 clusters
  Score: Raw -293320.721087 + Penalty 2647.962764 = -290672.758323
  nChanged 3
		SP:Iteration 31Q (148356.290000 sec): 3 clusters
  Score: Raw -293322.477825 + Penalty 2647.962764 = -290674.515060
  nChanged 5
		SP:Iteration 32Q (148356.350000 sec): 3 clusters
  Score: Raw -293325.112983 + Penalty 2647.962764 = -290677.150219
  nChanged 3
		SP:Iteration 33Q (148356.410000 sec): 3 clusters
  Score: Raw -293326.947307 + Penalty 2647.962764 = -290678.984543
  nChanged 5
		SP:Iteration 34Q (148356.470000 sec): 3 clusters
  Score: Raw -293329.889780 + Penalty 2647.962764 = -290681.927015
  nChanged 0
		SP:Iteration 35F (148356.540000 sec): 3 clusters
  Score: Raw -293329.889780 + Penalty 2647.962764 = -290681.927015
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 48 (38095 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (148356.850000 sec): 2 clusters
  Score: Raw -3445588.279401 + Penalty 1714.023727 = -3443874.255674
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (148357.270000 sec): 3 clusters
  Score: Raw -3421728.517145 + Penalty 3428.047454 = -3418300.469691
  nChanged 17845
		SP:Iteration 1F (148357.680000 sec): 3 clusters
  Score: Raw -3432045.128158 + Penalty 3428.047454 = -3428617.080705
  nChanged 2202
		SP:Iteration 2F (148358.100000 sec): 3 clusters
  Score: Raw -3433095.461576 + Penalty 3428.047454 = -3429667.414122
  nChanged 2537
		SP:Iteration 3F (148358.510000 sec): 3 clusters
  Score: Raw -3434598.015110 + Penalty 3428.047454 = -3431169.967656
  nChanged 2868
		SP:Iteration 4F (148358.920000 sec): 3 clusters
  Score: Raw -3436571.105288 + Penalty 3428.047454 = -3433143.057834
  nChanged 2843
		SP:Iteration 5F (148359.360000 sec): 3 clusters
  Score: Raw -3438623.079865 + Penalty 3428.047454 = -3435195.032412
  nChanged 2475
		SP:Iteration 6F (148359.770000 sec): 3 clusters
  Score: Raw -3440384.618366 + Penalty 3428.047454 = -3436956.570912
  nChanged 1995
		SP:Iteration 7F (148360.200000 sec): 3 clusters
  Score: Raw -3441822.902402 + Penalty 3428.047454 = -3438394.854948
  nChanged 1582
		SP:Iteration 8Q (148360.660000 sec): 3 clusters
  Score: Raw -3443022.155583 + Penalty 3428.047454 = -3439594.108129
  nChanged 1223
		SP:Iteration 9Q (148361.090000 sec): 3 clusters
  Score: Raw -3443979.999033 + Penalty 3428.047454 = -3440551.951580
  nChanged 879
		SP:Iteration 10Q (148361.520000 sec): 3 clusters
  Score: Raw -3444699.164275 + Penalty 3428.047454 = -3441271.116821
  nChanged 592
		SP:Iteration 11Q (148361.930000 sec): 3 clusters
  Score: Raw -3445179.825301 + Penalty 3428.047454 = -3441751.777847
  nChanged 349
		SP:Iteration 12Q (148362.340000 sec): 3 clusters
  Score: Raw -3445472.464839 + Penalty 3428.047454 = -3442044.417386
  nChanged 169
		SP:Iteration 13Q (148362.750000 sec): 3 clusters
  Score: Raw -3445606.272055 + Penalty 3428.047454 = -3442178.224601
  nChanged 97
		SP:Iteration 14Q (148363.090000 sec): 3 clusters
  Score: Raw -3445680.425779 + Penalty 3428.047454 = -3442252.378325
  nChanged 62
		SP:Iteration 15Q (148363.490000 sec): 3 clusters
  Score: Raw -3445736.764501 + Penalty 3428.047454 = -3442308.717047
  nChanged 39
		SP:Iteration 16Q (148363.890000 sec): 3 clusters
  Score: Raw -3445773.507075 + Penalty 3428.047454 = -3442345.459622
  nChanged 30
		SP:Iteration 17Q (148364.230000 sec): 3 clusters
  Score: Raw -3445805.348818 + Penalty 3428.047454 = -3442377.301365
  nChanged 20
		SP:Iteration 18Q (148364.620000 sec): 3 clusters
  Score: Raw -3445826.498505 + Penalty 3428.047454 = -3442398.451051
  nChanged 9
		SP:Iteration 19Q (148364.980000 sec): 3 clusters
  Score: Raw -3445834.515438 + Penalty 3428.047454 = -3442406.467984
  nChanged 9
		SP:Iteration 20F (148365.380000 sec): 3 clusters
  Score: Raw -3445842.370779 + Penalty 3428.047454 = -3442414.323325
  nChanged 7
		SP:Iteration 21Q (148365.750000 sec): 3 clusters
  Score: Raw -3445848.230650 + Penalty 3428.047454 = -3442420.183196
  nChanged 5
		SP:Iteration 22Q (148366.090000 sec): 3 clusters
  Score: Raw -3445851.697855 + Penalty 3428.047454 = -3442423.650401
  nChanged 2
		SP:Iteration 23Q (148366.480000 sec): 3 clusters
  Score: Raw -3445853.882416 + Penalty 3428.047454 = -3442425.834962
  nChanged 4
		SP:Iteration 24Q (148366.820000 sec): 3 clusters
  Score: Raw -3445858.788557 + Penalty 3428.047454 = -3442430.741103
  nChanged 4
		SP:Iteration 25Q (148367.190000 sec): 3 clusters
  Score: Raw -3445863.557247 + Penalty 3428.047454 = -3442435.509794
  nChanged 2
		SP:Iteration 26Q (148367.540000 sec): 3 clusters
  Score: Raw -3445864.666997 + Penalty 3428.047454 = -3442436.619543
  nChanged 0
		SP:Iteration 27F (148367.940000 sec): 3 clusters
  Score: Raw -3445864.666997 + Penalty 3428.047454 = -3442436.619543
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 49 (1653 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (148367.990000 sec): 2 clusters
  Score: Raw -123412.701803 + Penalty 1204.181403 = -122208.520400
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (148368.030000 sec): 3 clusters
  Score: Raw -122781.958899 + Penalty 2408.362807 = -120373.596092
  nChanged 578
		SP:Iteration 1F (148368.070000 sec): 3 clusters
  Score: Raw -123325.348086 + Penalty 2408.362807 = -120916.985279
  nChanged 176
		SP:Iteration 2F (148368.110000 sec): 3 clusters
  Score: Raw -123577.816954 + Penalty 2408.362807 = -121169.454148
  nChanged 118
		SP:Iteration 3F (148368.150000 sec): 3 clusters
  Score: Raw -123742.240574 + Penalty 2408.362807 = -121333.877767
  nChanged 87
		SP:Iteration 4F (148368.180000 sec): 3 clusters
  Score: Raw -123851.404332 + Penalty 2408.362807 = -121443.041525
  nChanged 59
		SP:Iteration 5Q (148368.220000 sec): 3 clusters
  Score: Raw -123927.140362 + Penalty 2408.362807 = -121518.777556
  nChanged 55
		SP:Iteration 6Q (148368.240000 sec): 3 clusters
  Score: Raw -124009.695452 + Penalty 2408.362807 = -121601.332645
  nChanged 39
		SP:Iteration 7Q (148368.280000 sec): 3 clusters
  Score: Raw -124054.712755 + Penalty 2408.362807 = -121646.349948
  nChanged 33
		SP:Iteration 8Q (148368.310000 sec): 3 clusters
  Score: Raw -124089.346123 + Penalty 2408.362807 = -121680.983317
  nChanged 33
		SP:Iteration 9Q (148368.340000 sec): 3 clusters
  Score: Raw -124121.263505 + Penalty 2408.362807 = -121712.900698
  nChanged 30
		SP:Iteration 10Q (148368.370000 sec): 3 clusters
  Score: Raw -124154.948370 + Penalty 2408.362807 = -121746.585563
  nChanged 30
		SP:Iteration 11Q (148368.400000 sec): 3 clusters
  Score: Raw -124185.242896 + Penalty 2408.362807 = -121776.880089
  nChanged 16
		SP:Iteration 12Q (148368.430000 sec): 3 clusters
  Score: Raw -124212.893113 + Penalty 2408.362807 = -121804.530306
  nChanged 20
		SP:Iteration 13Q (148368.460000 sec): 3 clusters
  Score: Raw -124233.724352 + Penalty 2408.362807 = -121825.361545
  nChanged 21
		SP:Iteration 14Q (148368.490000 sec): 3 clusters
  Score: Raw -124258.029218 + Penalty 2408.362807 = -121849.666411
  nChanged 14
		SP:Iteration 15Q (148368.520000 sec): 3 clusters
  Score: Raw -124272.207579 + Penalty 2408.362807 = -121863.844772
  nChanged 8
		SP:Iteration 16Q (148368.560000 sec): 3 clusters
  Score: Raw -124276.402004 + Penalty 2408.362807 = -121868.039197
  nChanged 5
		SP:Iteration 17Q (148368.580000 sec): 3 clusters
  Score: Raw -124285.545204 + Penalty 2408.362807 = -121877.182397
  nChanged 4
		SP:Iteration 18Q (148368.620000 sec): 3 clusters
  Score: Raw -124287.781446 + Penalty 2408.362807 = -121879.418639
  nChanged 7
		SP:Iteration 19Q (148368.650000 sec): 3 clusters
  Score: Raw -124292.229483 + Penalty 2408.362807 = -121883.866676
  nChanged 7
		SP:Iteration 20F (148368.680000 sec): 3 clusters
  Score: Raw -124295.029723 + Penalty 2408.362807 = -121886.666916
  nChanged 4
		SP:Iteration 21Q (148368.710000 sec): 3 clusters
  Score: Raw -124296.674483 + Penalty 2408.362807 = -121888.311676
  nChanged 3
		SP:Iteration 22Q (148368.740000 sec): 3 clusters
  Score: Raw -124299.139681 + Penalty 2408.362807 = -121890.776874
  nChanged 6
		SP:Iteration 23Q (148368.770000 sec): 3 clusters
  Score: Raw -124301.207599 + Penalty 2408.362807 = -121892.844792
  nChanged 3
		SP:Iteration 24Q (148368.800000 sec): 3 clusters
  Score: Raw -124302.446061 + Penalty 2408.362807 = -121894.083254
  nChanged 3
		SP:Iteration 25Q (148368.830000 sec): 3 clusters
  Score: Raw -124303.039358 + Penalty 2408.362807 = -121894.676551
  nChanged 2
		SP:Iteration 26Q (148368.860000 sec): 3 clusters
  Score: Raw -124304.007979 + Penalty 2408.362807 = -121895.645173
  nChanged 1
		SP:Iteration 27Q (148368.890000 sec): 3 clusters
  Score: Raw -124305.141962 + Penalty 2408.362807 = -121896.779155
  nChanged 1
		SP:Iteration 28Q (148368.920000 sec): 3 clusters
  Score: Raw -124305.373928 + Penalty 2408.362807 = -121897.011121
  nChanged 0
		SP:Iteration 29F (148368.950000 sec): 3 clusters
  Score: Raw -124305.373928 + Penalty 2408.362807 = -121897.011121
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 50 (2252 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (148369.020000 sec): 2 clusters
  Score: Raw -176720.397488 + Penalty 1254.430773 = -175465.966715
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (148369.060000 sec): 3 clusters
  Score: Raw -175691.373107 + Penalty 2508.861547 = -173182.511561
  nChanged 821
		SP:Iteration 1F (148369.100000 sec): 3 clusters
  Score: Raw -176232.594598 + Penalty 2508.861547 = -173723.733052
  nChanged 209
		SP:Iteration 2F (148369.140000 sec): 3 clusters
  Score: Raw -176485.474542 + Penalty 2508.861547 = -173976.612996
  nChanged 188
		SP:Iteration 3F (148369.190000 sec): 3 clusters
  Score: Raw -176782.791456 + Penalty 2508.861547 = -174273.929910
  nChanged 165
		SP:Iteration 4F (148369.230000 sec): 3 clusters
  Score: Raw -177037.801258 + Penalty 2508.861547 = -174528.939712
  nChanged 170
		SP:Iteration 5F (148369.270000 sec): 3 clusters
  Score: Raw -177282.143591 + Penalty 2508.861547 = -174773.282045
  nChanged 150
		SP:Iteration 6F (148369.320000 sec): 3 clusters
  Score: Raw -177456.723974 + Penalty 2508.861547 = -174947.862427
  nChanged 96
		SP:Iteration 7Q (148369.360000 sec): 3 clusters
  Score: Raw -177552.446535 + Penalty 2508.861547 = -175043.584989
  nChanged 59
		SP:Iteration 8Q (148369.400000 sec): 3 clusters
  Score: Raw -177603.428165 + Penalty 2508.861547 = -175094.566619
  nChanged 40
		SP:Iteration 9Q (148369.440000 sec): 3 clusters
  Score: Raw -177636.494454 + Penalty 2508.861547 = -175127.632908
  nChanged 34
		SP:Iteration 10Q (148369.480000 sec): 3 clusters
  Score: Raw -177669.330174 + Penalty 2508.861547 = -175160.468627
  nChanged 30
		SP:Iteration 11Q (148369.520000 sec): 3 clusters
  Score: Raw -177687.259908 + Penalty 2508.861547 = -175178.398361
  nChanged 18
		SP:Iteration 12Q (148369.560000 sec): 3 clusters
  Score: Raw -177696.914634 + Penalty 2508.861547 = -175188.053088
  nChanged 15
		SP:Iteration 13Q (148369.610000 sec): 3 clusters
  Score: Raw -177704.781637 + Penalty 2508.861547 = -175195.920090
  nChanged 9
		SP:Iteration 14Q (148369.650000 sec): 3 clusters
  Score: Raw -177710.775339 + Penalty 2508.861547 = -175201.913793
  nChanged 9
		SP:Iteration 15Q (148369.690000 sec): 3 clusters
  Score: Raw -177714.569439 + Penalty 2508.861547 = -175205.707892
  nChanged 3
		SP:Iteration 16Q (148369.740000 sec): 3 clusters
  Score: Raw -177716.260851 + Penalty 2508.861547 = -175207.399305
  nChanged 3
		SP:Iteration 17Q (148369.780000 sec): 3 clusters
  Score: Raw -177717.800332 + Penalty 2508.861547 = -175208.938786
  nChanged 6
		SP:Iteration 18Q (148369.820000 sec): 3 clusters
  Score: Raw -177720.960504 + Penalty 2508.861547 = -175212.098957
  nChanged 3
		SP:Iteration 19Q (148369.860000 sec): 3 clusters
  Score: Raw -177723.048662 + Penalty 2508.861547 = -175214.187115
  nChanged 5
		SP:Iteration 20F (148369.900000 sec): 3 clusters
  Score: Raw -177726.487383 + Penalty 2508.861547 = -175217.625837
  nChanged 7
		SP:Iteration 21Q (148369.940000 sec): 3 clusters
  Score: Raw -177730.704510 + Penalty 2508.861547 = -175221.842964
  nChanged 4
		SP:Iteration 22Q (148369.990000 sec): 3 clusters
  Score: Raw -177731.990054 + Penalty 2508.861547 = -175223.128508
  nChanged 4
		SP:Iteration 23Q (148370.030000 sec): 3 clusters
  Score: Raw -177734.461380 + Penalty 2508.861547 = -175225.599833
  nChanged 1
		SP:Iteration 24Q (148370.070000 sec): 3 clusters
  Score: Raw -177735.142436 + Penalty 2508.861547 = -175226.280890
  nChanged 1
		SP:Iteration 25Q (148370.110000 sec): 3 clusters
  Score: Raw -177735.319307 + Penalty 2508.861547 = -175226.457761
  nChanged 1
		SP:Iteration 26Q (148370.160000 sec): 3 clusters
  Score: Raw -177735.682717 + Penalty 2508.861547 = -175226.821171
  nChanged 0
		SP:Iteration 27F (148370.200000 sec): 3 clusters
  Score: Raw -177735.682717 + Penalty 2508.861547 = -175226.821171
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 51 (3478 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (148370.270000 sec): 2 clusters
  Score: Raw -282615.405060 + Penalty 1325.059563 = -281290.345497
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (148370.340000 sec): 3 clusters
  Score: Raw -280964.981231 + Penalty 2650.119126 = -278314.862105
  nChanged 1367
		SP:Iteration 1F (148370.400000 sec): 3 clusters
  Score: Raw -281919.193954 + Penalty 2650.119126 = -279269.074828
  nChanged 299
		SP:Iteration 2F (148370.470000 sec): 3 clusters
  Score: Raw -282156.457050 + Penalty 2650.119126 = -279506.337924
  nChanged 211
		SP:Iteration 3F (148370.540000 sec): 3 clusters
  Score: Raw -282298.114487 + Penalty 2650.119126 = -279647.995361
  nChanged 168
		SP:Iteration 4Q (148370.600000 sec): 3 clusters
  Score: Raw -282400.930411 + Penalty 2650.119126 = -279750.811285
  nChanged 107
		SP:Iteration 5Q (148370.670000 sec): 3 clusters
  Score: Raw -282470.641631 + Penalty 2650.119126 = -279820.522505
  nChanged 95
		SP:Iteration 6Q (148370.730000 sec): 3 clusters
  Score: Raw -282534.897829 + Penalty 2650.119126 = -279884.778703
  nChanged 108
		SP:Iteration 7Q (148370.800000 sec): 3 clusters
  Score: Raw -282609.181629 + Penalty 2650.119126 = -279959.062503
  nChanged 112
		SP:Iteration 8Q (148370.860000 sec): 3 clusters
  Score: Raw -282678.897008 + Penalty 2650.119126 = -280028.777882
  nChanged 99
		SP:Iteration 9Q (148370.930000 sec): 3 clusters
  Score: Raw -282738.105423 + Penalty 2650.119126 = -280087.986297
  nChanged 63
		SP:Iteration 10Q (148371.000000 sec): 3 clusters
  Score: Raw -282773.398853 + Penalty 2650.119126 = -280123.279727
  nChanged 58
		SP:Iteration 11Q (148371.070000 sec): 3 clusters
  Score: Raw -282804.523279 + Penalty 2650.119126 = -280154.404153
  nChanged 50
		SP:Iteration 12Q (148371.130000 sec): 3 clusters
  Score: Raw -282825.317731 + Penalty 2650.119126 = -280175.198605
  nChanged 31
		SP:Iteration 13Q (148371.200000 sec): 3 clusters
  Score: Raw -282839.238632 + Penalty 2650.119126 = -280189.119506
  nChanged 34
		SP:Iteration 14Q (148371.270000 sec): 3 clusters
  Score: Raw -282858.847636 + Penalty 2650.119126 = -280208.728510
  nChanged 41
		SP:Iteration 15Q (148371.330000 sec): 3 clusters
  Score: Raw -282879.752774 + Penalty 2650.119126 = -280229.633648
  nChanged 42
		SP:Iteration 16Q (148371.400000 sec): 3 clusters
  Score: Raw -282903.101962 + Penalty 2650.119126 = -280252.982836
  nChanged 38
		SP:Iteration 17Q (148371.460000 sec): 3 clusters
  Score: Raw -282919.590875 + Penalty 2650.119126 = -280269.471749
  nChanged 28
		SP:Iteration 18Q (148371.530000 sec): 3 clusters
  Score: Raw -282930.635977 + Penalty 2650.119126 = -280280.516851
  nChanged 26
		SP:Iteration 19Q (148371.590000 sec): 3 clusters
  Score: Raw -282939.860437 + Penalty 2650.119126 = -280289.741311
  nChanged 17
		SP:Iteration 20F (148371.660000 sec): 3 clusters
  Score: Raw -282944.912605 + Penalty 2650.119126 = -280294.793479
  nChanged 11
		SP:Iteration 21Q (148371.730000 sec): 3 clusters
  Score: Raw -282949.577381 + Penalty 2650.119126 = -280299.458255
  nChanged 14
		SP:Iteration 22Q (148371.790000 sec): 3 clusters
  Score: Raw -282952.678945 + Penalty 2650.119126 = -280302.559819
  nChanged 6
		SP:Iteration 23Q (148371.850000 sec): 3 clusters
  Score: Raw -282955.383143 + Penalty 2650.119126 = -280305.264017
  nChanged 11
		SP:Iteration 24Q (148371.920000 sec): 3 clusters
  Score: Raw -282959.233196 + Penalty 2650.119126 = -280309.114070
  nChanged 9
		SP:Iteration 25Q (148371.990000 sec): 3 clusters
  Score: Raw -282962.192517 + Penalty 2650.119126 = -280312.073391
  nChanged 8
		SP:Iteration 26Q (148372.050000 sec): 3 clusters
  Score: Raw -282964.618147 + Penalty 2650.119126 = -280314.499021
  nChanged 8
		SP:Iteration 27Q (148372.120000 sec): 3 clusters
  Score: Raw -282967.379863 + Penalty 2650.119126 = -280317.260737
  nChanged 10
		SP:Iteration 28Q (148372.180000 sec): 3 clusters
  Score: Raw -282970.708301 + Penalty 2650.119126 = -280320.589175
  nChanged 8
		SP:Iteration 29Q (148372.250000 sec): 3 clusters
  Score: Raw -282973.582768 + Penalty 2650.119126 = -280323.463642
  nChanged 7
		SP:Iteration 30Q (148372.310000 sec): 3 clusters
  Score: Raw -282975.668167 + Penalty 2650.119126 = -280325.549041
  nChanged 6
		SP:Iteration 31Q (148372.380000 sec): 3 clusters
  Score: Raw -282977.368571 + Penalty 2650.119126 = -280327.249445
  nChanged 8
		SP:Iteration 32Q (148372.450000 sec): 3 clusters
  Score: Raw -282980.497280 + Penalty 2650.119126 = -280330.378154
  nChanged 10
		SP:Iteration 33Q (148372.510000 sec): 3 clusters
  Score: Raw -282983.435272 + Penalty 2650.119126 = -280333.316147
  nChanged 8
		SP:Iteration 34Q (148372.580000 sec): 3 clusters
  Score: Raw -282985.285785 + Penalty 2650.119126 = -280335.166659
  nChanged 3
		SP:Iteration 35Q (148372.640000 sec): 3 clusters
  Score: Raw -282986.228508 + Penalty 2650.119126 = -280336.109382
  nChanged 2
		SP:Iteration 36Q (148372.710000 sec): 3 clusters
  Score: Raw -282986.584917 + Penalty 2650.119126 = -280336.465791
  nChanged 1
		SP:Iteration 37Q (148372.770000 sec): 3 clusters
  Score: Raw -282986.925469 + Penalty 2650.119126 = -280336.806344
  nChanged 1
		SP:Iteration 38Q (148372.840000 sec): 3 clusters
  Score: Raw -282987.096185 + Penalty 2650.119126 = -280336.977059
  nChanged 1
		SP:Iteration 39Q (148372.910000 sec): 3 clusters
  Score: Raw -282987.300184 + Penalty 2650.119126 = -280337.181058
  nChanged 1
		SP:Iteration 40F (148372.970000 sec): 3 clusters
  Score: Raw -282987.468887 + Penalty 2650.119126 = -280337.349761
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 52 (6121 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (148373.050000 sec): 2 clusters
  Score: Raw -570293.792121 + Penalty 1416.915624 = -568876.876497
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (148373.200000 sec): 3 clusters
  Score: Raw -567003.281599 + Penalty 2833.831247 = -564169.450352
  nChanged 2519
		SP:Iteration 1F (148373.310000 sec): 3 clusters
  Score: Raw -568397.100354 + Penalty 2833.831247 = -565563.269107
  nChanged 342
		SP:Iteration 2F (148373.410000 sec): 3 clusters
  Score: Raw -568527.926956 + Penalty 2833.831247 = -565694.095709
  nChanged 221
		SP:Iteration 3Q (148373.520000 sec): 3 clusters
  Score: Raw -568606.418229 + Penalty 2833.831247 = -565772.586982
  nChanged 179
		SP:Iteration 4Q (148373.630000 sec): 3 clusters
  Score: Raw -568664.245615 + Penalty 2833.831247 = -565830.414368
  nChanged 145
		SP:Iteration 5Q (148373.730000 sec): 3 clusters
  Score: Raw -568720.968042 + Penalty 2833.831247 = -565887.136795
  nChanged 159
		SP:Iteration 6Q (148373.840000 sec): 3 clusters
  Score: Raw -568805.990643 + Penalty 2833.831247 = -565972.159396
  nChanged 196
		SP:Iteration 7Q (148373.940000 sec): 3 clusters
  Score: Raw -568916.851308 + Penalty 2833.831247 = -566083.020060
  nChanged 194
		SP:Iteration 8Q (148374.060000 sec): 3 clusters
  Score: Raw -569018.894581 + Penalty 2833.831247 = -566185.063334
  nChanged 180
		SP:Iteration 9Q (148374.160000 sec): 3 clusters
  Score: Raw -569110.169505 + Penalty 2833.831247 = -566276.338258
  nChanged 173
		SP:Iteration 10Q (148374.270000 sec): 3 clusters
  Score: Raw -569210.026565 + Penalty 2833.831247 = -566376.195318
  nChanged 176
		SP:Iteration 11Q (148374.370000 sec): 3 clusters
  Score: Raw -569311.524123 + Penalty 2833.831247 = -566477.692876
  nChanged 195
		SP:Iteration 12Q (148374.480000 sec): 3 clusters
  Score: Raw -569435.626051 + Penalty 2833.831247 = -566601.794804
  nChanged 205
		SP:Iteration 13Q (148374.590000 sec): 3 clusters
  Score: Raw -569570.560355 + Penalty 2833.831247 = -566736.729108
  nChanged 188
		SP:Iteration 14Q (148374.690000 sec): 3 clusters
  Score: Raw -569702.526272 + Penalty 2833.831247 = -566868.695024
  nChanged 182
		SP:Iteration 15Q (148374.790000 sec): 3 clusters
  Score: Raw -569822.094994 + Penalty 2833.831247 = -566988.263747
  nChanged 165
		SP:Iteration 16Q (148374.900000 sec): 3 clusters
  Score: Raw -569915.897610 + Penalty 2833.831247 = -567082.066363
  nChanged 132
		SP:Iteration 17Q (148375.000000 sec): 3 clusters
  Score: Raw -570003.986157 + Penalty 2833.831247 = -567170.154909
  nChanged 123
		SP:Iteration 18Q (148375.100000 sec): 3 clusters
  Score: Raw -570084.786870 + Penalty 2833.831247 = -567250.955622
  nChanged 112
		SP:Iteration 19Q (148375.200000 sec): 3 clusters
  Score: Raw -570157.487486 + Penalty 2833.831247 = -567323.656239
  nChanged 97
		SP:Iteration 20F (148375.310000 sec): 3 clusters
  Score: Raw -570225.120710 + Penalty 2833.831247 = -567391.289463
  nChanged 90
		SP:Iteration 21Q (148375.410000 sec): 3 clusters
  Score: Raw -570291.917927 + Penalty 2833.831247 = -567458.086680
  nChanged 70
		SP:Iteration 22Q (148375.500000 sec): 3 clusters
  Score: Raw -570350.859998 + Penalty 2833.831247 = -567517.028751
  nChanged 55
		SP:Iteration 23Q (148375.600000 sec): 3 clusters
  Score: Raw -570390.683155 + Penalty 2833.831247 = -567556.851907
  nChanged 45
		SP:Iteration 24Q (148375.700000 sec): 3 clusters
  Score: Raw -570431.243231 + Penalty 2833.831247 = -567597.411983
  nChanged 37
		SP:Iteration 25Q (148375.800000 sec): 3 clusters
  Score: Raw -570461.789943 + Penalty 2833.831247 = -567627.958696
  nChanged 24
		SP:Iteration 26Q (148375.900000 sec): 3 clusters
  Score: Raw -570480.446738 + Penalty 2833.831247 = -567646.615491
  nChanged 12
		SP:Iteration 27Q (148376.000000 sec): 3 clusters
  Score: Raw -570490.394627 + Penalty 2833.831247 = -567656.563380
  nChanged 12
		SP:Iteration 28Q (148376.100000 sec): 3 clusters
  Score: Raw -570502.430046 + Penalty 2833.831247 = -567668.598799
  nChanged 9
		SP:Iteration 29Q (148376.200000 sec): 3 clusters
  Score: Raw -570509.526773 + Penalty 2833.831247 = -567675.695525
  nChanged 5
		SP:Iteration 30Q (148376.300000 sec): 3 clusters
  Score: Raw -570514.346755 + Penalty 2833.831247 = -567680.515508
  nChanged 5
		SP:Iteration 31Q (148376.400000 sec): 3 clusters
  Score: Raw -570517.665494 + Penalty 2833.831247 = -567683.834247
  nChanged 1
		SP:Iteration 32Q (148376.500000 sec): 3 clusters
  Score: Raw -570518.319407 + Penalty 2833.831247 = -567684.488160
  nChanged 0
		SP:Iteration 33F (148376.600000 sec): 3 clusters
  Score: Raw -570518.319407 + Penalty 2833.831247 = -567684.488160
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 53 (3872 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (148376.670000 sec): 2 clusters
  Score: Raw -391855.409496 + Penalty 1342.498048 = -390512.911449
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (148376.750000 sec): 3 clusters
  Score: Raw -389881.799002 + Penalty 2684.996096 = -387196.802907
  nChanged 1503
		SP:Iteration 1F (148376.830000 sec): 3 clusters
  Score: Raw -390695.737935 + Penalty 2684.996096 = -388010.741839
  nChanged 293
		SP:Iteration 2F (148376.910000 sec): 3 clusters
  Score: Raw -390862.513038 + Penalty 2684.996096 = -388177.516942
  nChanged 194
		SP:Iteration 3F (148376.990000 sec): 3 clusters
  Score: Raw -390958.747634 + Penalty 2684.996096 = -388273.751538
  nChanged 144
		SP:Iteration 4Q (148377.070000 sec): 3 clusters
  Score: Raw -391028.573537 + Penalty 2684.996096 = -388343.577441
  nChanged 110
		SP:Iteration 5Q (148377.150000 sec): 3 clusters
  Score: Raw -391082.612435 + Penalty 2684.996096 = -388397.616339
  nChanged 93
		SP:Iteration 6Q (148377.230000 sec): 3 clusters
  Score: Raw -391125.079706 + Penalty 2684.996096 = -388440.083610
  nChanged 70
		SP:Iteration 7Q (148377.300000 sec): 3 clusters
  Score: Raw -391156.031672 + Penalty 2684.996096 = -388471.035576
  nChanged 68
		SP:Iteration 8Q (148377.380000 sec): 3 clusters
  Score: Raw -391187.340669 + Penalty 2684.996096 = -388502.344573
  nChanged 59
		SP:Iteration 9Q (148377.450000 sec): 3 clusters
  Score: Raw -391216.259091 + Penalty 2684.996096 = -388531.262995
  nChanged 71
		SP:Iteration 10Q (148377.530000 sec): 3 clusters
  Score: Raw -391251.969199 + Penalty 2684.996096 = -388566.973103
  nChanged 73
		SP:Iteration 11Q (148377.610000 sec): 3 clusters
  Score: Raw -391289.781411 + Penalty 2684.996096 = -388604.785315
  nChanged 76
		SP:Iteration 12Q (148377.690000 sec): 3 clusters
  Score: Raw -391325.826595 + Penalty 2684.996096 = -388640.830499
  nChanged 60
		SP:Iteration 13Q (148377.760000 sec): 3 clusters
  Score: Raw -391349.320817 + Penalty 2684.996096 = -388664.324722
  nChanged 52
		SP:Iteration 14Q (148377.840000 sec): 3 clusters
  Score: Raw -391373.317028 + Penalty 2684.996096 = -388688.320933
  nChanged 67
		SP:Iteration 15Q (148377.910000 sec): 3 clusters
  Score: Raw -391403.032997 + Penalty 2684.996096 = -388718.036901
  nChanged 61
		SP:Iteration 16Q (148377.990000 sec): 3 clusters
  Score: Raw -391432.511959 + Penalty 2684.996096 = -388747.515863
  nChanged 64
		SP:Iteration 17Q (148378.070000 sec): 3 clusters
  Score: Raw -391467.607590 + Penalty 2684.996096 = -388782.611494
  nChanged 66
		SP:Iteration 18Q (148378.140000 sec): 3 clusters
  Score: Raw -391503.105262 + Penalty 2684.996096 = -388818.109166
  nChanged 64
		SP:Iteration 19Q (148378.220000 sec): 3 clusters
  Score: Raw -391538.171445 + Penalty 2684.996096 = -388853.175349
  nChanged 56
		SP:Iteration 20F (148378.290000 sec): 3 clusters
  Score: Raw -391564.909250 + Penalty 2684.996096 = -388879.913154
  nChanged 46
		SP:Iteration 21Q (148378.370000 sec): 3 clusters
  Score: Raw -391590.578818 + Penalty 2684.996096 = -388905.582722
  nChanged 46
		SP:Iteration 22Q (148378.440000 sec): 3 clusters
  Score: Raw -391612.726862 + Penalty 2684.996096 = -388927.730766
  nChanged 43
		SP:Iteration 23Q (148378.510000 sec): 3 clusters
  Score: Raw -391641.235469 + Penalty 2684.996096 = -388956.239373
  nChanged 56
		SP:Iteration 24Q (148378.590000 sec): 3 clusters
  Score: Raw -391681.340874 + Penalty 2684.996096 = -388996.344779
  nChanged 60
		SP:Iteration 25Q (148378.660000 sec): 3 clusters
  Score: Raw -391732.489199 + Penalty 2684.996096 = -389047.493104
  nChanged 63
		SP:Iteration 26Q (148378.730000 sec): 3 clusters
  Score: Raw -391784.173132 + Penalty 2684.996096 = -389099.177036
  nChanged 41
		SP:Iteration 27Q (148378.810000 sec): 3 clusters
  Score: Raw -391816.402037 + Penalty 2684.996096 = -389131.405942
  nChanged 30
		SP:Iteration 28Q (148378.880000 sec): 3 clusters
  Score: Raw -391841.514492 + Penalty 2684.996096 = -389156.518396
  nChanged 32
		SP:Iteration 29Q (148378.950000 sec): 3 clusters
  Score: Raw -391870.812195 + Penalty 2684.996096 = -389185.816099
  nChanged 33
		SP:Iteration 30Q (148379.020000 sec): 3 clusters
  Score: Raw -391901.364726 + Penalty 2684.996096 = -389216.368630
  nChanged 31
		SP:Iteration 31Q (148379.090000 sec): 3 clusters
  Score: Raw -391929.288176 + Penalty 2684.996096 = -389244.292081
  nChanged 20
		SP:Iteration 32Q (148379.160000 sec): 3 clusters
  Score: Raw -391948.961696 + Penalty 2684.996096 = -389263.965600
  nChanged 19
		SP:Iteration 33Q (148379.230000 sec): 3 clusters
  Score: Raw -391966.928873 + Penalty 2684.996096 = -389281.932777
  nChanged 10
		SP:Iteration 34Q (148379.300000 sec): 3 clusters
  Score: Raw -391976.009173 + Penalty 2684.996096 = -389291.013077
  nChanged 11
		SP:Iteration 35Q (148379.370000 sec): 3 clusters
  Score: Raw -391985.810186 + Penalty 2684.996096 = -389300.814090
  nChanged 6
		SP:Iteration 36Q (148379.440000 sec): 3 clusters
  Score: Raw -391990.598625 + Penalty 2684.996096 = -389305.602529
  nChanged 4
		SP:Iteration 37Q (148379.510000 sec): 3 clusters
  Score: Raw -391997.245912 + Penalty 2684.996096 = -389312.249816
  nChanged 6
		SP:Iteration 38Q (148379.580000 sec): 3 clusters
  Score: Raw -392006.031632 + Penalty 2684.996096 = -389321.035536
  nChanged 8
		SP:Iteration 39Q (148379.650000 sec): 3 clusters
  Score: Raw -392015.695825 + Penalty 2684.996096 = -389330.699730
  nChanged 4
		SP:Iteration 40F (148379.720000 sec): 3 clusters
  Score: Raw -392018.429338 + Penalty 2684.996096 = -389333.433243
  nChanged 3
		SP:Iteration 41Q (148379.790000 sec): 3 clusters
  Score: Raw -392021.025428 + Penalty 2684.996096 = -389336.029333
  nChanged 1
		SP:Iteration 42Q (148379.860000 sec): 3 clusters
  Score: Raw -392021.859092 + Penalty 2684.996096 = -389336.862996
  nChanged 2
		SP:Iteration 43Q (148379.930000 sec): 3 clusters
  Score: Raw -392024.488479 + Penalty 2684.996096 = -389339.492383
  nChanged 4
		SP:Iteration 44Q (148380.000000 sec): 3 clusters
  Score: Raw -392028.639692 + Penalty 2684.996096 = -389343.643596
  nChanged 3
		SP:Iteration 45Q (148380.070000 sec): 3 clusters
  Score: Raw -392031.227117 + Penalty 2684.996096 = -389346.231021
  nChanged 1
		SP:Iteration 46Q (148380.140000 sec): 3 clusters
  Score: Raw -392032.187575 + Penalty 2684.996096 = -389347.191479
  nChanged 2
		SP:Iteration 47Q (148380.210000 sec): 3 clusters
  Score: Raw -392034.038766 + Penalty 2684.996096 = -389349.042671
  nChanged 0
		SP:Iteration 48F (148380.280000 sec): 3 clusters
  Score: Raw -392034.038766 + Penalty 2684.996096 = -389349.042671
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 54 (13654 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (148380.440000 sec): 2 clusters
  Score: Raw -1179619.249607 + Penalty 1547.290517 = -1178071.959090
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (148380.670000 sec): 3 clusters
  Score: Raw -1171616.814586 + Penalty 3094.581034 = -1168522.233551
  nChanged 6055
		SP:Iteration 1F (148380.890000 sec): 3 clusters
  Score: Raw -1175025.206131 + Penalty 3094.581034 = -1171930.625097
  nChanged 785
		SP:Iteration 2F (148381.080000 sec): 3 clusters
  Score: Raw -1175315.164862 + Penalty 3094.581034 = -1172220.583828
  nChanged 631
		SP:Iteration 3Q (148381.310000 sec): 3 clusters
  Score: Raw -1175538.781999 + Penalty 3094.581034 = -1172444.200964
  nChanged 566
		SP:Iteration 4Q (148381.540000 sec): 3 clusters
  Score: Raw -1175734.502762 + Penalty 3094.581034 = -1172639.921728
  nChanged 506
		SP:Iteration 5Q (148381.740000 sec): 3 clusters
  Score: Raw -1175910.029385 + Penalty 3094.581034 = -1172815.448351
  nChanged 435
		SP:Iteration 6Q (148381.940000 sec): 3 clusters
  Score: Raw -1176055.062669 + Penalty 3094.581034 = -1172960.481634
  nChanged 430
		SP:Iteration 7Q (148382.160000 sec): 3 clusters
  Score: Raw -1176211.931202 + Penalty 3094.581034 = -1173117.350168
  nChanged 428
		SP:Iteration 8Q (148382.390000 sec): 3 clusters
  Score: Raw -1176388.438574 + Penalty 3094.581034 = -1173293.857540
  nChanged 474
		SP:Iteration 9Q (148382.590000 sec): 3 clusters
  Score: Raw -1176632.503769 + Penalty 3094.581034 = -1173537.922735
  nChanged 533
		SP:Iteration 10Q (148382.780000 sec): 3 clusters
  Score: Raw -1176950.730181 + Penalty 3094.581034 = -1173856.149147
  nChanged 608
		SP:Iteration 11Q (148382.990000 sec): 3 clusters
  Score: Raw -1177354.581972 + Penalty 3094.581034 = -1174260.000937
  nChanged 664
		SP:Iteration 12Q (148383.200000 sec): 3 clusters
  Score: Raw -1177762.587578 + Penalty 3094.581034 = -1174668.006544
  nChanged 589
		SP:Iteration 13Q (148383.400000 sec): 3 clusters
  Score: Raw -1178091.817511 + Penalty 3094.581034 = -1174997.236476
  nChanged 510
		SP:Iteration 14Q (148383.600000 sec): 3 clusters
  Score: Raw -1178336.539083 + Penalty 3094.581034 = -1175241.958048
  nChanged 393
		SP:Iteration 15Q (148383.800000 sec): 3 clusters
  Score: Raw -1178490.649584 + Penalty 3094.581034 = -1175396.068550
  nChanged 333
		SP:Iteration 16Q (148384.020000 sec): 3 clusters
  Score: Raw -1178608.901183 + Penalty 3094.581034 = -1175514.320149
  nChanged 252
		SP:Iteration 17Q (148384.220000 sec): 3 clusters
  Score: Raw -1178690.412413 + Penalty 3094.581034 = -1175595.831378
  nChanged 217
		SP:Iteration 18Q (148384.440000 sec): 3 clusters
  Score: Raw -1178759.060120 + Penalty 3094.581034 = -1175664.479085
  nChanged 188
		SP:Iteration 19Q (148384.640000 sec): 3 clusters
  Score: Raw -1178813.959057 + Penalty 3094.581034 = -1175719.378022
  nChanged 171
		SP:Iteration 20F (148384.860000 sec): 3 clusters
  Score: Raw -1178858.798493 + Penalty 3094.581034 = -1175764.217458
  nChanged 170
		SP:Iteration 21Q (148385.060000 sec): 3 clusters
  Score: Raw -1178903.310799 + Penalty 3094.581034 = -1175808.729765
  nChanged 157
		SP:Iteration 22Q (148385.290000 sec): 3 clusters
  Score: Raw -1178946.551700 + Penalty 3094.581034 = -1175851.970665
  nChanged 164
		SP:Iteration 23Q (148385.480000 sec): 3 clusters
  Score: Raw -1178990.858968 + Penalty 3094.581034 = -1175896.277934
  nChanged 161
		SP:Iteration 24Q (148385.720000 sec): 3 clusters
  Score: Raw -1179023.130751 + Penalty 3094.581034 = -1175928.549717
  nChanged 128
		SP:Iteration 25Q (148385.910000 sec): 3 clusters
  Score: Raw -1179047.813991 + Penalty 3094.581034 = -1175953.232957
  nChanged 104
		SP:Iteration 26Q (148386.140000 sec): 3 clusters
  Score: Raw -1179068.192494 + Penalty 3094.581034 = -1175973.611460
  nChanged 98
		SP:Iteration 27Q (148386.340000 sec): 3 clusters
  Score: Raw -1179083.074842 + Penalty 3094.581034 = -1175988.493808
  nChanged 93
		SP:Iteration 28Q (148386.570000 sec): 3 clusters
  Score: Raw -1179098.734321 + Penalty 3094.581034 = -1176004.153286
  nChanged 88
		SP:Iteration 29Q (148386.760000 sec): 3 clusters
  Score: Raw -1179113.632589 + Penalty 3094.581034 = -1176019.051554
  nChanged 82
		SP:Iteration 30Q (148386.950000 sec): 3 clusters
  Score: Raw -1179125.339279 + Penalty 3094.581034 = -1176030.758245
  nChanged 68
		SP:Iteration 31Q (148387.160000 sec): 3 clusters
  Score: Raw -1179134.668334 + Penalty 3094.581034 = -1176040.087300
  nChanged 67
		SP:Iteration 32Q (148387.360000 sec): 3 clusters
  Score: Raw -1179143.395618 + Penalty 3094.581034 = -1176048.814584
  nChanged 59
		SP:Iteration 33Q (148387.550000 sec): 3 clusters
  Score: Raw -1179150.987379 + Penalty 3094.581034 = -1176056.406345
  nChanged 59
		SP:Iteration 34Q (148387.750000 sec): 3 clusters
  Score: Raw -1179158.630892 + Penalty 3094.581034 = -1176064.049858
  nChanged 48
		SP:Iteration 35Q (148387.970000 sec): 3 clusters
  Score: Raw -1179165.092706 + Penalty 3094.581034 = -1176070.511672
  nChanged 46
		SP:Iteration 36Q (148388.160000 sec): 3 clusters
  Score: Raw -1179172.133990 + Penalty 3094.581034 = -1176077.552956
  nChanged 42
		SP:Iteration 37Q (148388.400000 sec): 3 clusters
  Score: Raw -1179177.066582 + Penalty 3094.581034 = -1176082.485547
  nChanged 42
		SP:Iteration 38Q (148388.590000 sec): 3 clusters
  Score: Raw -1179180.730241 + Penalty 3094.581034 = -1176086.149206
  nChanged 27
		SP:Iteration 39Q (148388.790000 sec): 3 clusters
  Score: Raw -1179183.114188 + Penalty 3094.581034 = -1176088.533154
  nChanged 22
		SP:Iteration 40F (148389.020000 sec): 3 clusters
  Score: Raw -1179186.251975 + Penalty 3094.581034 = -1176091.670940
  nChanged 24
		SP:Iteration 41Q (148389.210000 sec): 3 clusters
  Score: Raw -1179190.185378 + Penalty 3094.581034 = -1176095.604343
  nChanged 31
		SP:Iteration 42Q (148389.450000 sec): 3 clusters
  Score: Raw -1179194.394427 + Penalty 3094.581034 = -1176099.813392
  nChanged 32
		SP:Iteration 43Q (148389.640000 sec): 3 clusters
  Score: Raw -1179199.648569 + Penalty 3094.581034 = -1176105.067535
  nChanged 46
		SP:Iteration 44Q (148389.870000 sec): 3 clusters
  Score: Raw -1179207.890243 + Penalty 3094.581034 = -1176113.309209
  nChanged 50
		SP:Iteration 45Q (148390.070000 sec): 3 clusters
  Score: Raw -1179217.062219 + Penalty 3094.581034 = -1176122.481185
  nChanged 44
		SP:Iteration 46Q (148390.280000 sec): 3 clusters
  Score: Raw -1179223.898037 + Penalty 3094.581034 = -1176129.317003
  nChanged 37
		SP:Iteration 47Q (148390.510000 sec): 3 clusters
  Score: Raw -1179227.554858 + Penalty 3094.581034 = -1176132.973824
  nChanged 40
		SP:Iteration 48Q (148390.700000 sec): 3 clusters
  Score: Raw -1179231.668042 + Penalty 3094.581034 = -1176137.087007
  nChanged 34
		SP:Iteration 49Q (148390.930000 sec): 3 clusters
  Score: Raw -1179235.295873 + Penalty 3094.581034 = -1176140.714839
  nChanged 31
		SP:Iteration 50Q (148391.130000 sec): 3 clusters
  Score: Raw -1179239.057544 + Penalty 3094.581034 = -1176144.476510
  nChanged 33
		SP:Iteration 51Q (148391.350000 sec): 3 clusters
  Score: Raw -1179243.290014 + Penalty 3094.581034 = -1176148.708980
  nChanged 35
		SP:Iteration 52Q (148391.550000 sec): 3 clusters
  Score: Raw -1179247.465618 + Penalty 3094.581034 = -1176152.884584
  nChanged 38
		SP:Iteration 53Q (148391.780000 sec): 3 clusters
  Score: Raw -1179252.892583 + Penalty 3094.581034 = -1176158.311548
  nChanged 40
		SP:Iteration 54Q (148391.970000 sec): 3 clusters
  Score: Raw -1179257.758930 + Penalty 3094.581034 = -1176163.177895
  nChanged 34
		SP:Iteration 55Q (148392.200000 sec): 3 clusters
  Score: Raw -1179262.715056 + Penalty 3094.581034 = -1176168.134022
  nChanged 32
		SP:Iteration 56Q (148392.390000 sec): 3 clusters
  Score: Raw -1179267.075097 + Penalty 3094.581034 = -1176172.494063
  nChanged 41
		SP:Iteration 57Q (148392.640000 sec): 3 clusters
  Score: Raw -1179272.412381 + Penalty 3094.581034 = -1176177.831347
  nChanged 29
		SP:Iteration 58Q (148392.840000 sec): 3 clusters
  Score: Raw -1179275.430845 + Penalty 3094.581034 = -1176180.849811
  nChanged 19
		SP:Iteration 59Q (148393.070000 sec): 3 clusters
  Score: Raw -1179276.782753 + Penalty 3094.581034 = -1176182.201719
  nChanged 14
		SP:Iteration 60F (148393.260000 sec): 3 clusters
  Score: Raw -1179277.801508 + Penalty 3094.581034 = -1176183.220474
  nChanged 7
		SP:Iteration 61Q (148393.490000 sec): 3 clusters
  Score: Raw -1179278.306959 + Penalty 3094.581034 = -1176183.725924
  nChanged 2
		SP:Iteration 62Q (148393.680000 sec): 3 clusters
  Score: Raw -1179278.423638 + Penalty 3094.581034 = -1176183.842604
  nChanged 1
		SP:Iteration 63Q (148393.920000 sec): 3 clusters
  Score: Raw -1179278.450110 + Penalty 3094.581034 = -1176183.869076
  nChanged 1
		SP:Iteration 64Q (148394.110000 sec): 3 clusters
  Score: Raw -1179278.475260 + Penalty 3094.581034 = -1176183.894225
  nChanged 1
		SP:Iteration 65Q (148394.340000 sec): 3 clusters
  Score: Raw -1179278.540965 + Penalty 3094.581034 = -1176183.959931
  nChanged 2
		SP:Iteration 66Q (148394.530000 sec): 3 clusters
  Score: Raw -1179278.681051 + Penalty 3094.581034 = -1176184.100017
  nChanged 2
		SP:Iteration 67Q (148394.760000 sec): 3 clusters
  Score: Raw -1179278.779374 + Penalty 3094.581034 = -1176184.198340
  nChanged 2
		SP:Iteration 68Q (148394.950000 sec): 3 clusters
  Score: Raw -1179278.853692 + Penalty 3094.581034 = -1176184.272658
  nChanged 2
		SP:Iteration 69Q (148395.170000 sec): 3 clusters
  Score: Raw -1179278.960223 + Penalty 3094.581034 = -1176184.379189
  nChanged 0
		SP:Iteration 70F (148395.400000 sec): 3 clusters
  Score: Raw -1179278.960223 + Penalty 3094.581034 = -1176184.379189
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 55 (1547 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (148395.450000 sec): 2 clusters
  Score: Raw -123022.555615 + Penalty 1193.411838 = -121829.143776
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (148395.480000 sec): 3 clusters
  Score: Raw -122420.653318 + Penalty 2386.823676 = -120033.829642
  nChanged 541
		SP:Iteration 1F (148395.520000 sec): 3 clusters
  Score: Raw -122930.652784 + Penalty 2386.823676 = -120543.829108
  nChanged 159
		SP:Iteration 2F (148395.540000 sec): 3 clusters
  Score: Raw -123183.314158 + Penalty 2386.823676 = -120796.490481
  nChanged 117
		SP:Iteration 3F (148395.580000 sec): 3 clusters
  Score: Raw -123366.311437 + Penalty 2386.823676 = -120979.487761
  nChanged 81
		SP:Iteration 4F (148395.600000 sec): 3 clusters
  Score: Raw -123464.280494 + Penalty 2386.823676 = -121077.456817
  nChanged 49
		SP:Iteration 5Q (148395.640000 sec): 3 clusters
  Score: Raw -123518.174591 + Penalty 2386.823676 = -121131.350914
  nChanged 34
		SP:Iteration 6Q (148395.660000 sec): 3 clusters
  Score: Raw -123561.345539 + Penalty 2386.823676 = -121174.521862
  nChanged 31
		SP:Iteration 7Q (148395.690000 sec): 3 clusters
  Score: Raw -123601.379182 + Penalty 2386.823676 = -121214.555506
  nChanged 35
		SP:Iteration 8Q (148395.720000 sec): 3 clusters
  Score: Raw -123651.827023 + Penalty 2386.823676 = -121265.003346
  nChanged 36
		SP:Iteration 9Q (148395.750000 sec): 3 clusters
  Score: Raw -123710.336297 + Penalty 2386.823676 = -121323.512620
  nChanged 39
		SP:Iteration 10Q (148395.780000 sec): 3 clusters
  Score: Raw -123764.121891 + Penalty 2386.823676 = -121377.298214
  nChanged 33
		SP:Iteration 11Q (148395.810000 sec): 3 clusters
  Score: Raw -123804.502371 + Penalty 2386.823676 = -121417.678695
  nChanged 27
		SP:Iteration 12Q (148395.840000 sec): 3 clusters
  Score: Raw -123835.310469 + Penalty 2386.823676 = -121448.486793
  nChanged 36
		SP:Iteration 13Q (148395.870000 sec): 3 clusters
  Score: Raw -123875.091514 + Penalty 2386.823676 = -121488.267838
  nChanged 30
		SP:Iteration 14Q (148395.900000 sec): 3 clusters
  Score: Raw -123908.532371 + Penalty 2386.823676 = -121521.708695
  nChanged 23
		SP:Iteration 15Q (148395.920000 sec): 3 clusters
  Score: Raw -123927.990038 + Penalty 2386.823676 = -121541.166361
  nChanged 24
		SP:Iteration 16Q (148395.950000 sec): 3 clusters
  Score: Raw -123949.126941 + Penalty 2386.823676 = -121562.303265
  nChanged 18
		SP:Iteration 17Q (148395.980000 sec): 3 clusters
  Score: Raw -123967.211385 + Penalty 2386.823676 = -121580.387709
  nChanged 13
		SP:Iteration 18Q (148396.010000 sec): 3 clusters
  Score: Raw -123988.785519 + Penalty 2386.823676 = -121601.961842
  nChanged 8
		SP:Iteration 19Q (148396.040000 sec): 3 clusters
  Score: Raw -123994.831176 + Penalty 2386.823676 = -121608.007499
  nChanged 7
		SP:Iteration 20F (148396.070000 sec): 3 clusters
  Score: Raw -124008.962561 + Penalty 2386.823676 = -121622.138885
  nChanged 4
		SP:Iteration 21Q (148396.100000 sec): 3 clusters
  Score: Raw -124016.988733 + Penalty 2386.823676 = -121630.165056
  nChanged 4
		SP:Iteration 22Q (148396.120000 sec): 3 clusters
  Score: Raw -124020.864344 + Penalty 2386.823676 = -121634.040667
  nChanged 6
		SP:Iteration 23Q (148396.150000 sec): 3 clusters
  Score: Raw -124027.488755 + Penalty 2386.823676 = -121640.665079
  nChanged 3
		SP:Iteration 24Q (148396.180000 sec): 3 clusters
  Score: Raw -124028.823256 + Penalty 2386.823676 = -121641.999579
  nChanged 1
		SP:Iteration 25Q (148396.210000 sec): 3 clusters
  Score: Raw -124029.489580 + Penalty 2386.823676 = -121642.665903
  nChanged 1
		SP:Iteration 26Q (148396.240000 sec): 3 clusters
  Score: Raw -124030.863812 + Penalty 2386.823676 = -121644.040136
  nChanged 0
		SP:Iteration 27F (148396.270000 sec): 3 clusters
  Score: Raw -124030.863812 + Penalty 2386.823676 = -121644.040136
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 56 (1400 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (148396.320000 sec): 2 clusters
  Score: Raw -99654.840687 + Penalty 1177.186971 = -98477.653715
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (148396.350000 sec): 3 clusters
  Score: Raw -99164.440746 + Penalty 2354.373943 = -96810.066803
  nChanged 460
		SP:Iteration 1F (148396.380000 sec): 3 clusters
  Score: Raw -99587.069362 + Penalty 2354.373943 = -97232.695420
  nChanged 133
		SP:Iteration 2F (148396.400000 sec): 3 clusters
  Score: Raw -99751.838782 + Penalty 2354.373943 = -97397.464840
  nChanged 68
		SP:Iteration 3Q (148396.430000 sec): 3 clusters
  Score: Raw -99860.327236 + Penalty 2354.373943 = -97505.953294
  nChanged 65
		SP:Iteration 4Q (148396.460000 sec): 3 clusters
  Score: Raw -99952.044930 + Penalty 2354.373943 = -97597.670987
  nChanged 54
		SP:Iteration 5Q (148396.480000 sec): 3 clusters
  Score: Raw -100009.111242 + Penalty 2354.373943 = -97654.737299
  nChanged 35
		SP:Iteration 6Q (148396.510000 sec): 3 clusters
  Score: Raw -100052.905400 + Penalty 2354.373943 = -97698.531457
  nChanged 36
		SP:Iteration 7Q (148396.540000 sec): 3 clusters
  Score: Raw -100098.054092 + Penalty 2354.373943 = -97743.680150
  nChanged 29
		SP:Iteration 8Q (148396.560000 sec): 3 clusters
  Score: Raw -100131.431725 + Penalty 2354.373943 = -97777.057782
  nChanged 26
		SP:Iteration 9Q (148396.590000 sec): 3 clusters
  Score: Raw -100165.015439 + Penalty 2354.373943 = -97810.641497
  nChanged 23
		SP:Iteration 10Q (148396.620000 sec): 3 clusters
  Score: Raw -100194.716650 + Penalty 2354.373943 = -97840.342708
  nChanged 13
		SP:Iteration 11Q (148396.640000 sec): 3 clusters
  Score: Raw -100204.216684 + Penalty 2354.373943 = -97849.842741
  nChanged 6
		SP:Iteration 12Q (148396.670000 sec): 3 clusters
  Score: Raw -100207.182919 + Penalty 2354.373943 = -97852.808977
  nChanged 2
		SP:Iteration 13Q (148396.700000 sec): 3 clusters
  Score: Raw -100208.496549 + Penalty 2354.373943 = -97854.122606
  nChanged 2
		SP:Iteration 14Q (148396.720000 sec): 3 clusters
  Score: Raw -100209.566001 + Penalty 2354.373943 = -97855.192058
  nChanged 2
		SP:Iteration 15Q (148396.750000 sec): 3 clusters
  Score: Raw -100209.949219 + Penalty 2354.373943 = -97855.575277
  nChanged 0
		SP:Iteration 16F (148396.780000 sec): 3 clusters
  Score: Raw -100209.949219 + Penalty 2354.373943 = -97855.575277
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 57 (7117 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (148396.870000 sec): 2 clusters
  Score: Raw -605229.428909 + Penalty 1441.414255 = -603788.014654
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (148397.000000 sec): 3 clusters
  Score: Raw -601325.522190 + Penalty 2882.828509 = -598442.693681
  nChanged 3014
		SP:Iteration 1F (148397.120000 sec): 3 clusters
  Score: Raw -602927.392019 + Penalty 2882.828509 = -600044.563509
  nChanged 488
		SP:Iteration 2F (148397.230000 sec): 3 clusters
  Score: Raw -603196.469564 + Penalty 2882.828509 = -600313.641055
  nChanged 429
		SP:Iteration 3F (148397.340000 sec): 3 clusters
  Score: Raw -603437.876240 + Penalty 2882.828509 = -600555.047731
  nChanged 408
		SP:Iteration 4F (148397.450000 sec): 3 clusters
  Score: Raw -603662.424762 + Penalty 2882.828509 = -600779.596253
  nChanged 370
		SP:Iteration 5F (148397.560000 sec): 3 clusters
  Score: Raw -603893.329915 + Penalty 2882.828509 = -601010.501406
  nChanged 356
		SP:Iteration 6F (148397.670000 sec): 3 clusters
  Score: Raw -604135.661576 + Penalty 2882.828509 = -601252.833067
  nChanged 347
		SP:Iteration 7Q (148397.790000 sec): 3 clusters
  Score: Raw -604381.488839 + Penalty 2882.828509 = -601498.660329
  nChanged 282
		SP:Iteration 8Q (148397.900000 sec): 3 clusters
  Score: Raw -604580.332931 + Penalty 2882.828509 = -601697.504422
  nChanged 233
		SP:Iteration 9Q (148398.020000 sec): 3 clusters
  Score: Raw -604760.868059 + Penalty 2882.828509 = -601878.039549
  nChanged 201
		SP:Iteration 10Q (148398.150000 sec): 3 clusters
  Score: Raw -604902.972026 + Penalty 2882.828509 = -602020.143517
  nChanged 153
		SP:Iteration 11Q (148398.270000 sec): 3 clusters
  Score: Raw -605020.310629 + Penalty 2882.828509 = -602137.482120
  nChanged 119
		SP:Iteration 12Q (148398.400000 sec): 3 clusters
  Score: Raw -605098.458925 + Penalty 2882.828509 = -602215.630416
  nChanged 81
		SP:Iteration 13Q (148398.520000 sec): 3 clusters
  Score: Raw -605154.176565 + Penalty 2882.828509 = -602271.348056
  nChanged 73
		SP:Iteration 14Q (148398.650000 sec): 3 clusters
  Score: Raw -605198.162469 + Penalty 2882.828509 = -602315.333959
  nChanged 71
		SP:Iteration 15Q (148398.770000 sec): 3 clusters
  Score: Raw -605248.618385 + Penalty 2882.828509 = -602365.789876
  nChanged 58
		SP:Iteration 16Q (148398.890000 sec): 3 clusters
  Score: Raw -605290.860022 + Penalty 2882.828509 = -602408.031513
  nChanged 56
		SP:Iteration 17Q (148399.010000 sec): 3 clusters
  Score: Raw -605323.996242 + Penalty 2882.828509 = -602441.167732
  nChanged 42
		SP:Iteration 18Q (148399.130000 sec): 3 clusters
  Score: Raw -605348.802279 + Penalty 2882.828509 = -602465.973770
  nChanged 34
		SP:Iteration 19Q (148399.250000 sec): 3 clusters
  Score: Raw -605374.349315 + Penalty 2882.828509 = -602491.520806
  nChanged 32
		SP:Iteration 20F (148399.390000 sec): 3 clusters
  Score: Raw -605397.039223 + Penalty 2882.828509 = -602514.210714
  nChanged 32
		SP:Iteration 21Q (148399.500000 sec): 3 clusters
  Score: Raw -605418.801502 + Penalty 2882.828509 = -602535.972993
  nChanged 24
		SP:Iteration 22Q (148399.630000 sec): 3 clusters
  Score: Raw -605434.823492 + Penalty 2882.828509 = -602551.994982
  nChanged 26
		SP:Iteration 23Q (148399.740000 sec): 3 clusters
  Score: Raw -605451.221826 + Penalty 2882.828509 = -602568.393317
  nChanged 18
		SP:Iteration 24Q (148399.860000 sec): 3 clusters
  Score: Raw -605465.438781 + Penalty 2882.828509 = -602582.610271
  nChanged 25
		SP:Iteration 25Q (148399.980000 sec): 3 clusters
  Score: Raw -605479.943393 + Penalty 2882.828509 = -602597.114883
  nChanged 16
		SP:Iteration 26Q (148400.100000 sec): 3 clusters
  Score: Raw -605489.928809 + Penalty 2882.828509 = -602607.100300
  nChanged 11
		SP:Iteration 27Q (148400.220000 sec): 3 clusters
  Score: Raw -605496.024282 + Penalty 2882.828509 = -602613.195773
  nChanged 11
		SP:Iteration 28Q (148400.330000 sec): 3 clusters
  Score: Raw -605500.981578 + Penalty 2882.828509 = -602618.153069
  nChanged 8
		SP:Iteration 29Q (148400.450000 sec): 3 clusters
  Score: Raw -605505.286358 + Penalty 2882.828509 = -602622.457849
  nChanged 9
		SP:Iteration 30Q (148400.570000 sec): 3 clusters
  Score: Raw -605510.654810 + Penalty 2882.828509 = -602627.826300
  nChanged 7
		SP:Iteration 31Q (148400.690000 sec): 3 clusters
  Score: Raw -605512.746231 + Penalty 2882.828509 = -602629.917722
  nChanged 7
		SP:Iteration 32Q (148400.810000 sec): 3 clusters
  Score: Raw -605516.276792 + Penalty 2882.828509 = -602633.448283
  nChanged 7
		SP:Iteration 33Q (148400.930000 sec): 3 clusters
  Score: Raw -605519.377845 + Penalty 2882.828509 = -602636.549336
  nChanged 4
		SP:Iteration 34Q (148401.050000 sec): 3 clusters
  Score: Raw -605520.558616 + Penalty 2882.828509 = -602637.730107
  nChanged 2
		SP:Iteration 35Q (148401.170000 sec): 3 clusters
  Score: Raw -605521.397010 + Penalty 2882.828509 = -602638.568500
  nChanged 2
		SP:Iteration 36Q (148401.280000 sec): 3 clusters
  Score: Raw -605521.829187 + Penalty 2882.828509 = -602639.000678
  nChanged 0
		SP:Iteration 37F (148401.410000 sec): 3 clusters
  Score: Raw -605521.829187 + Penalty 2882.828509 = -602639.000678
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 58 (3164 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (148401.480000 sec): 2 clusters
  Score: Raw -248277.968435 + Penalty 1309.683753 = -246968.284682
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (148401.540000 sec): 3 clusters
  Score: Raw -246758.376603 + Penalty 2619.367507 = -244139.009096
  nChanged 1218
		SP:Iteration 1F (148401.610000 sec): 3 clusters
  Score: Raw -247693.589306 + Penalty 2619.367507 = -245074.221799
  nChanged 314
		SP:Iteration 2F (148401.670000 sec): 3 clusters
  Score: Raw -248023.214192 + Penalty 2619.367507 = -245403.846685
  nChanged 243
		SP:Iteration 3F (148401.730000 sec): 3 clusters
  Score: Raw -248268.316895 + Penalty 2619.367507 = -245648.949389
  nChanged 202
		SP:Iteration 4F (148401.790000 sec): 3 clusters
  Score: Raw -248439.453901 + Penalty 2619.367507 = -245820.086394
  nChanged 138
		SP:Iteration 5Q (148401.850000 sec): 3 clusters
  Score: Raw -248560.246988 + Penalty 2619.367507 = -245940.879481
  nChanged 100
		SP:Iteration 6Q (148401.910000 sec): 3 clusters
  Score: Raw -248626.722203 + Penalty 2619.367507 = -246007.354696
  nChanged 67
		SP:Iteration 7Q (148401.970000 sec): 3 clusters
  Score: Raw -248667.997735 + Penalty 2619.367507 = -246048.630228
  nChanged 57
		SP:Iteration 8Q (148402.030000 sec): 3 clusters
  Score: Raw -248692.115621 + Penalty 2619.367507 = -246072.748114
  nChanged 31
		SP:Iteration 9Q (148402.090000 sec): 3 clusters
  Score: Raw -248706.221637 + Penalty 2619.367507 = -246086.854130
  nChanged 29
		SP:Iteration 10Q (148402.150000 sec): 3 clusters
  Score: Raw -248717.222337 + Penalty 2619.367507 = -246097.854830
  nChanged 16
		SP:Iteration 11Q (148402.210000 sec): 3 clusters
  Score: Raw -248723.674261 + Penalty 2619.367507 = -246104.306754
  nChanged 10
		SP:Iteration 12Q (148402.270000 sec): 3 clusters
  Score: Raw -248726.822117 + Penalty 2619.367507 = -246107.454610
  nChanged 11
		SP:Iteration 13Q (148402.330000 sec): 3 clusters
  Score: Raw -248729.528262 + Penalty 2619.367507 = -246110.160755
  nChanged 7
		SP:Iteration 14Q (148402.390000 sec): 3 clusters
  Score: Raw -248731.887592 + Penalty 2619.367507 = -246112.520085
  nChanged 6
		SP:Iteration 15Q (148402.450000 sec): 3 clusters
  Score: Raw -248734.162295 + Penalty 2619.367507 = -246114.794788
  nChanged 10
		SP:Iteration 16Q (148402.510000 sec): 3 clusters
  Score: Raw -248737.365780 + Penalty 2619.367507 = -246117.998273
  nChanged 14
		SP:Iteration 17Q (148402.570000 sec): 3 clusters
  Score: Raw -248741.345595 + Penalty 2619.367507 = -246121.978088
  nChanged 9
		SP:Iteration 18Q (148402.630000 sec): 3 clusters
  Score: Raw -248744.394658 + Penalty 2619.367507 = -246125.027151
  nChanged 10
		SP:Iteration 19Q (148402.690000 sec): 3 clusters
  Score: Raw -248749.454233 + Penalty 2619.367507 = -246130.086727
  nChanged 12
		SP:Iteration 20F (148402.750000 sec): 3 clusters
  Score: Raw -248754.682230 + Penalty 2619.367507 = -246135.314723
  nChanged 8
		SP:Iteration 21Q (148402.810000 sec): 3 clusters
  Score: Raw -248756.952877 + Penalty 2619.367507 = -246137.585371
  nChanged 6
		SP:Iteration 22Q (148402.870000 sec): 3 clusters
  Score: Raw -248758.355436 + Penalty 2619.367507 = -246138.987930
  nChanged 4
		SP:Iteration 23Q (148402.930000 sec): 3 clusters
  Score: Raw -248759.626349 + Penalty 2619.367507 = -246140.258842
  nChanged 4
		SP:Iteration 24Q (148402.980000 sec): 3 clusters
  Score: Raw -248760.984675 + Penalty 2619.367507 = -246141.617168
  nChanged 2
		SP:Iteration 25Q (148403.040000 sec): 3 clusters
  Score: Raw -248761.392077 + Penalty 2619.367507 = -246142.024570
  nChanged 2
		SP:Iteration 26Q (148403.100000 sec): 3 clusters
  Score: Raw -248761.964647 + Penalty 2619.367507 = -246142.597140
  nChanged 2
		SP:Iteration 27Q (148403.160000 sec): 3 clusters
  Score: Raw -248762.292546 + Penalty 2619.367507 = -246142.925039
  nChanged 0
		SP:Iteration 28F (148403.220000 sec): 3 clusters
  Score: Raw -248762.292546 + Penalty 2619.367507 = -246142.925039
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 59 (5664 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (148403.300000 sec): 2 clusters
  Score: Raw -516833.269862 + Penalty 1404.306416 = -515428.963446
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (148403.420000 sec): 3 clusters
  Score: Raw -513780.725737 + Penalty 2808.612831 = -510972.112906
  nChanged 2372
		SP:Iteration 1F (148403.520000 sec): 3 clusters
  Score: Raw -515075.467768 + Penalty 2808.612831 = -512266.854936
  nChanged 368
		SP:Iteration 2F (148403.620000 sec): 3 clusters
  Score: Raw -515235.303832 + Penalty 2808.612831 = -512426.691000
  nChanged 236
		SP:Iteration 3Q (148403.720000 sec): 3 clusters
  Score: Raw -515337.357376 + Penalty 2808.612831 = -512528.744544
  nChanged 216
		SP:Iteration 4Q (148403.820000 sec): 3 clusters
  Score: Raw -515422.891884 + Penalty 2808.612831 = -512614.279052
  nChanged 170
		SP:Iteration 5Q (148403.920000 sec): 3 clusters
  Score: Raw -515482.657127 + Penalty 2808.612831 = -512674.044296
  nChanged 125
		SP:Iteration 6Q (148404.030000 sec): 3 clusters
  Score: Raw -515530.710231 + Penalty 2808.612831 = -512722.097399
  nChanged 130
		SP:Iteration 7Q (148404.130000 sec): 3 clusters
  Score: Raw -515575.527902 + Penalty 2808.612831 = -512766.915071
  nChanged 121
		SP:Iteration 8Q (148404.230000 sec): 3 clusters
  Score: Raw -515617.075535 + Penalty 2808.612831 = -512808.462703
  nChanged 123
		SP:Iteration 9Q (148404.330000 sec): 3 clusters
  Score: Raw -515669.192287 + Penalty 2808.612831 = -512860.579456
  nChanged 153
		SP:Iteration 10Q (148404.430000 sec): 3 clusters
  Score: Raw -515737.927999 + Penalty 2808.612831 = -512929.315167
  nChanged 162
		SP:Iteration 11Q (148404.540000 sec): 3 clusters
  Score: Raw -515808.937919 + Penalty 2808.612831 = -513000.325088
  nChanged 156
		SP:Iteration 12Q (148404.640000 sec): 3 clusters
  Score: Raw -515880.531292 + Penalty 2808.612831 = -513071.918461
  nChanged 186
		SP:Iteration 13Q (148404.740000 sec): 3 clusters
  Score: Raw -515982.619003 + Penalty 2808.612831 = -513174.006172
  nChanged 207
		SP:Iteration 14Q (148404.840000 sec): 3 clusters
  Score: Raw -516116.287051 + Penalty 2808.612831 = -513307.674219
  nChanged 210
		SP:Iteration 15Q (148404.940000 sec): 3 clusters
  Score: Raw -516254.067631 + Penalty 2808.612831 = -513445.454800
  nChanged 212
		SP:Iteration 16Q (148405.040000 sec): 3 clusters
  Score: Raw -516399.756512 + Penalty 2808.612831 = -513591.143680
  nChanged 173
		SP:Iteration 17Q (148405.140000 sec): 3 clusters
  Score: Raw -516523.745997 + Penalty 2808.612831 = -513715.133166
  nChanged 142
		SP:Iteration 18Q (148405.230000 sec): 3 clusters
  Score: Raw -516627.006808 + Penalty 2808.612831 = -513818.393977
  nChanged 109
		SP:Iteration 19Q (148405.330000 sec): 3 clusters
  Score: Raw -516712.442336 + Penalty 2808.612831 = -513903.829504
  nChanged 88
		SP:Iteration 20F (148405.430000 sec): 3 clusters
  Score: Raw -516790.488605 + Penalty 2808.612831 = -513981.875774
  nChanged 67
		SP:Iteration 21Q (148405.520000 sec): 3 clusters
  Score: Raw -516846.842611 + Penalty 2808.612831 = -514038.229779
  nChanged 40
		SP:Iteration 22Q (148405.620000 sec): 3 clusters
  Score: Raw -516881.941034 + Penalty 2808.612831 = -514073.328203
  nChanged 29
		SP:Iteration 23Q (148405.710000 sec): 3 clusters
  Score: Raw -516906.086577 + Penalty 2808.612831 = -514097.473745
  nChanged 17
		SP:Iteration 24Q (148405.810000 sec): 3 clusters
  Score: Raw -516926.927102 + Penalty 2808.612831 = -514118.314271
  nChanged 12
		SP:Iteration 25Q (148405.900000 sec): 3 clusters
  Score: Raw -516934.435040 + Penalty 2808.612831 = -514125.822208
  nChanged 9
		SP:Iteration 26Q (148405.990000 sec): 3 clusters
  Score: Raw -516947.110147 + Penalty 2808.612831 = -514138.497316
  nChanged 13
		SP:Iteration 27Q (148406.090000 sec): 3 clusters
  Score: Raw -516962.253304 + Penalty 2808.612831 = -514153.640473
  nChanged 10
		SP:Iteration 28Q (148406.180000 sec): 3 clusters
  Score: Raw -516972.491311 + Penalty 2808.612831 = -514163.878479
  nChanged 7
		SP:Iteration 29Q (148406.270000 sec): 3 clusters
  Score: Raw -516976.671232 + Penalty 2808.612831 = -514168.058400
  nChanged 2
		SP:Iteration 30Q (148406.370000 sec): 3 clusters
  Score: Raw -516978.435370 + Penalty 2808.612831 = -514169.822539
  nChanged 2
		SP:Iteration 31Q (148406.460000 sec): 3 clusters
  Score: Raw -516980.261466 + Penalty 2808.612831 = -514171.648635
  nChanged 2
		SP:Iteration 32Q (148406.550000 sec): 3 clusters
  Score: Raw -516982.343736 + Penalty 2808.612831 = -514173.730905
  nChanged 4
		SP:Iteration 33Q (148406.650000 sec): 3 clusters
  Score: Raw -516986.157944 + Penalty 2808.612831 = -514177.545112
  nChanged 6
		SP:Iteration 34Q (148406.740000 sec): 3 clusters
  Score: Raw -516991.816996 + Penalty 2808.612831 = -514183.204164
  nChanged 4
		SP:Iteration 35Q (148406.830000 sec): 3 clusters
  Score: Raw -516996.894223 + Penalty 2808.612831 = -514188.281392
  nChanged 4
		SP:Iteration 36Q (148406.930000 sec): 3 clusters
  Score: Raw -517001.728341 + Penalty 2808.612831 = -514193.115510
  nChanged 5
		SP:Iteration 37Q (148407.020000 sec): 3 clusters
  Score: Raw -517007.080887 + Penalty 2808.612831 = -514198.468056
  nChanged 4
		SP:Iteration 38Q (148407.110000 sec): 3 clusters
  Score: Raw -517010.955923 + Penalty 2808.612831 = -514202.343092
  nChanged 2
		SP:Iteration 39Q (148407.210000 sec): 3 clusters
  Score: Raw -517014.602316 + Penalty 2808.612831 = -514205.989484
  nChanged 2
		SP:Iteration 40F (148407.310000 sec): 3 clusters
  Score: Raw -517016.612078 + Penalty 2808.612831 = -514207.999246
  nChanged 2
		SP:Iteration 41Q (148407.400000 sec): 3 clusters
  Score: Raw -517017.568437 + Penalty 2808.612831 = -514208.955606
  nChanged 0
		SP:Iteration 42F (148407.490000 sec): 3 clusters
  Score: Raw -517017.568437 + Penalty 2808.612831 = -514208.955606
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 60 (1463 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (148407.550000 sec): 2 clusters
  Score: Raw -109208.262637 + Penalty 1184.339715 = -108023.922921
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (148407.580000 sec): 3 clusters
  Score: Raw -108621.683544 + Penalty 2368.679430 = -106253.004114
  nChanged 501
		SP:Iteration 1F (148407.610000 sec): 3 clusters
  Score: Raw -109099.652046 + Penalty 2368.679430 = -106730.972616
  nChanged 170
		SP:Iteration 2F (148407.640000 sec): 3 clusters
  Score: Raw -109399.377653 + Penalty 2368.679430 = -107030.698222
  nChanged 95
		SP:Iteration 3F (148407.670000 sec): 3 clusters
  Score: Raw -109562.638128 + Penalty 2368.679430 = -107193.958697
  nChanged 70
		SP:Iteration 4Q (148407.690000 sec): 3 clusters
  Score: Raw -109670.983586 + Penalty 2368.679430 = -107302.304156
  nChanged 58
		SP:Iteration 5Q (148407.720000 sec): 3 clusters
  Score: Raw -109731.644233 + Penalty 2368.679430 = -107362.964803
  nChanged 37
		SP:Iteration 6Q (148407.750000 sec): 3 clusters
  Score: Raw -109767.201750 + Penalty 2368.679430 = -107398.522319
  nChanged 23
		SP:Iteration 7Q (148407.780000 sec): 3 clusters
  Score: Raw -109790.540532 + Penalty 2368.679430 = -107421.861101
  nChanged 25
		SP:Iteration 8Q (148407.810000 sec): 3 clusters
  Score: Raw -109819.488142 + Penalty 2368.679430 = -107450.808712
  nChanged 19
		SP:Iteration 9Q (148407.830000 sec): 3 clusters
  Score: Raw -109837.742161 + Penalty 2368.679430 = -107469.062731
  nChanged 12
		SP:Iteration 10Q (148407.860000 sec): 3 clusters
  Score: Raw -109848.495621 + Penalty 2368.679430 = -107479.816191
  nChanged 10
		SP:Iteration 11Q (148407.890000 sec): 3 clusters
  Score: Raw -109857.987697 + Penalty 2368.679430 = -107489.308267
  nChanged 9
		SP:Iteration 12Q (148407.910000 sec): 3 clusters
  Score: Raw -109865.620487 + Penalty 2368.679430 = -107496.941057
  nChanged 5
		SP:Iteration 13Q (148407.940000 sec): 3 clusters
  Score: Raw -109872.720803 + Penalty 2368.679430 = -107504.041372
  nChanged 5
		SP:Iteration 14Q (148407.970000 sec): 3 clusters
  Score: Raw -109876.956948 + Penalty 2368.679430 = -107508.277517
  nChanged 3
		SP:Iteration 15Q (148408.000000 sec): 3 clusters
  Score: Raw -109878.635156 + Penalty 2368.679430 = -107509.955726
  nChanged 1
		SP:Iteration 16Q (148408.030000 sec): 3 clusters
  Score: Raw -109879.891874 + Penalty 2368.679430 = -107511.212444
  nChanged 2
		SP:Iteration 17Q (148408.050000 sec): 3 clusters
  Score: Raw -109881.994668 + Penalty 2368.679430 = -107513.315237
  nChanged 4
		SP:Iteration 18Q (148408.080000 sec): 3 clusters
  Score: Raw -109884.526733 + Penalty 2368.679430 = -107515.847303
  nChanged 1
		SP:Iteration 19Q (148408.110000 sec): 3 clusters
  Score: Raw -109886.291402 + Penalty 2368.679430 = -107517.611972
  nChanged 0
		SP:Iteration 20F (148408.130000 sec): 3 clusters
  Score: Raw -109886.291402 + Penalty 2368.679430 = -107517.611972
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 61 (257 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (148408.170000 sec): 2 clusters
  Score: Raw -19033.290573 + Penalty 901.724864 = -18131.565709
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (148408.170000 sec): 3 clusters
  Score: Raw -19130.364608 + Penalty 1803.449728 = -17326.914881
  nChanged 36
		SP:Iteration 1F (148408.180000 sec): 3 clusters
  Score: Raw -19207.609376 + Penalty 1803.449728 = -17404.159648
  nChanged 14
		SP:Iteration 2F (148408.190000 sec): 3 clusters
  Score: Raw -19262.040672 + Penalty 1803.449728 = -17458.590944
  nChanged 6
		SP:Iteration 3Q (148408.190000 sec): 3 clusters
  Score: Raw -19285.073878 + Penalty 1803.449728 = -17481.624151
  nChanged 4
		SP:Iteration 4Q (148408.200000 sec): 3 clusters
  Score: Raw -19293.330455 + Penalty 1803.449728 = -17489.880727
  nChanged 3
		SP:Iteration 5Q (148408.200000 sec): 3 clusters
  Score: Raw -19306.615913 + Penalty 1803.449728 = -17503.166186
  nChanged 0
		SP:Iteration 6F (148408.210000 sec): 3 clusters
  Score: Raw -19306.615913 + Penalty 1803.449728 = -17503.166186
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 62 (1197 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (148408.260000 sec): 2 clusters
  Score: Raw -109252.515089 + Penalty 1151.730727 = -108100.784362
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (148408.280000 sec): 3 clusters
  Score: Raw -108839.499800 + Penalty 2303.461454 = -106536.038346
  nChanged 370
		SP:Iteration 1F (148408.310000 sec): 3 clusters
  Score: Raw -109148.668564 + Penalty 2303.461454 = -106845.207110
  nChanged 96
		SP:Iteration 2F (148408.330000 sec): 3 clusters
  Score: Raw -109255.297025 + Penalty 2303.461454 = -106951.835570
  nChanged 74
		SP:Iteration 3F (148408.350000 sec): 3 clusters
  Score: Raw -109338.490906 + Penalty 2303.461454 = -107035.029452
  nChanged 52
		SP:Iteration 4Q (148408.370000 sec): 3 clusters
  Score: Raw -109407.296965 + Penalty 2303.461454 = -107103.835511
  nChanged 51
		SP:Iteration 5Q (148408.400000 sec): 3 clusters
  Score: Raw -109496.350084 + Penalty 2303.461454 = -107192.888630
  nChanged 56
		SP:Iteration 6Q (148408.420000 sec): 3 clusters
  Score: Raw -109603.189987 + Penalty 2303.461454 = -107299.728533
  nChanged 58
		SP:Iteration 7Q (148408.450000 sec): 3 clusters
  Score: Raw -109713.318452 + Penalty 2303.461454 = -107409.856997
  nChanged 40
		SP:Iteration 8Q (148408.470000 sec): 3 clusters
  Score: Raw -109792.114909 + Penalty 2303.461454 = -107488.653455
  nChanged 31
		SP:Iteration 9Q (148408.490000 sec): 3 clusters
  Score: Raw -109828.802270 + Penalty 2303.461454 = -107525.340816
  nChanged 23
		SP:Iteration 10Q (148408.510000 sec): 3 clusters
  Score: Raw -109857.793995 + Penalty 2303.461454 = -107554.332541
  nChanged 18
		SP:Iteration 11Q (148408.540000 sec): 3 clusters
  Score: Raw -109881.000882 + Penalty 2303.461454 = -107577.539428
  nChanged 8
		SP:Iteration 12Q (148408.560000 sec): 3 clusters
  Score: Raw -109889.093931 + Penalty 2303.461454 = -107585.632476
  nChanged 4
		SP:Iteration 13Q (148408.580000 sec): 3 clusters
  Score: Raw -109893.148128 + Penalty 2303.461454 = -107589.686673
  nChanged 2
		SP:Iteration 14Q (148408.610000 sec): 3 clusters
  Score: Raw -109895.809755 + Penalty 2303.461454 = -107592.348300
  nChanged 2
		SP:Iteration 15Q (148408.630000 sec): 3 clusters
  Score: Raw -109899.225188 + Penalty 2303.461454 = -107595.763733
  nChanged 2
		SP:Iteration 16Q (148408.650000 sec): 3 clusters
  Score: Raw -109901.491841 + Penalty 2303.461454 = -107598.030386
  nChanged 2
		SP:Iteration 17Q (148408.670000 sec): 3 clusters
  Score: Raw -109903.406615 + Penalty 2303.461454 = -107599.945161
  nChanged 1
		SP:Iteration 18Q (148408.700000 sec): 3 clusters
  Score: Raw -109904.620920 + Penalty 2303.461454 = -107601.159466
  nChanged 1
		SP:Iteration 19Q (148408.720000 sec): 3 clusters
  Score: Raw -109905.456996 + Penalty 2303.461454 = -107601.995542
  nChanged 0
		SP:Iteration 20F (148408.740000 sec): 3 clusters
  Score: Raw -109905.456996 + Penalty 2303.461454 = -107601.995542
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 63 (2326 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (148408.810000 sec): 2 clusters
  Score: Raw -191055.297287 + Penalty 1259.684617 = -189795.612671
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (148408.860000 sec): 3 clusters
  Score: Raw -190013.582846 + Penalty 2519.369233 = -187494.213613
  nChanged 835
		SP:Iteration 1F (148408.910000 sec): 3 clusters
  Score: Raw -190520.834957 + Penalty 2519.369233 = -188001.465724
  nChanged 213
		SP:Iteration 2F (148408.950000 sec): 3 clusters
  Score: Raw -190703.023993 + Penalty 2519.369233 = -188183.654759
  nChanged 144
		SP:Iteration 3F (148408.990000 sec): 3 clusters
  Score: Raw -190837.548996 + Penalty 2519.369233 = -188318.179763
  nChanged 123
		SP:Iteration 4F (148409.040000 sec): 3 clusters
  Score: Raw -190959.857544 + Penalty 2519.369233 = -188440.488310
  nChanged 81
		SP:Iteration 5Q (148409.080000 sec): 3 clusters
  Score: Raw -191041.577095 + Penalty 2519.369233 = -188522.207861
  nChanged 77
		SP:Iteration 6Q (148409.120000 sec): 3 clusters
  Score: Raw -191107.022582 + Penalty 2519.369233 = -188587.653348
  nChanged 69
		SP:Iteration 7Q (148409.170000 sec): 3 clusters
  Score: Raw -191160.472626 + Penalty 2519.369233 = -188641.103393
  nChanged 54
		SP:Iteration 8Q (148409.210000 sec): 3 clusters
  Score: Raw -191194.767260 + Penalty 2519.369233 = -188675.398026
  nChanged 47
		SP:Iteration 9Q (148409.260000 sec): 3 clusters
  Score: Raw -191218.362347 + Penalty 2519.369233 = -188698.993113
  nChanged 29
		SP:Iteration 10Q (148409.300000 sec): 3 clusters
  Score: Raw -191233.384026 + Penalty 2519.369233 = -188714.014793
  nChanged 20
		SP:Iteration 11Q (148409.340000 sec): 3 clusters
  Score: Raw -191244.540393 + Penalty 2519.369233 = -188725.171159
  nChanged 26
		SP:Iteration 12Q (148409.390000 sec): 3 clusters
  Score: Raw -191256.351493 + Penalty 2519.369233 = -188736.982260
  nChanged 15
		SP:Iteration 13Q (148409.430000 sec): 3 clusters
  Score: Raw -191264.790224 + Penalty 2519.369233 = -188745.420991
  nChanged 14
		SP:Iteration 14Q (148409.480000 sec): 3 clusters
  Score: Raw -191270.929346 + Penalty 2519.369233 = -188751.560112
  nChanged 9
		SP:Iteration 15Q (148409.520000 sec): 3 clusters
  Score: Raw -191273.945726 + Penalty 2519.369233 = -188754.576492
  nChanged 5
		SP:Iteration 16Q (148409.560000 sec): 3 clusters
  Score: Raw -191276.145795 + Penalty 2519.369233 = -188756.776562
  nChanged 7
		SP:Iteration 17Q (148409.600000 sec): 3 clusters
  Score: Raw -191280.446450 + Penalty 2519.369233 = -188761.077217
  nChanged 10
		SP:Iteration 18Q (148409.650000 sec): 3 clusters
  Score: Raw -191285.781631 + Penalty 2519.369233 = -188766.412398
  nChanged 10
		SP:Iteration 19Q (148409.690000 sec): 3 clusters
  Score: Raw -191290.105437 + Penalty 2519.369233 = -188770.736204
  nChanged 7
		SP:Iteration 20F (148409.740000 sec): 3 clusters
  Score: Raw -191293.050180 + Penalty 2519.369233 = -188773.680947
  nChanged 5
		SP:Iteration 21Q (148409.780000 sec): 3 clusters
  Score: Raw -191294.971981 + Penalty 2519.369233 = -188775.602748
  nChanged 4
		SP:Iteration 22Q (148409.820000 sec): 3 clusters
  Score: Raw -191296.704172 + Penalty 2519.369233 = -188777.334939
  nChanged 1
		SP:Iteration 23Q (148409.870000 sec): 3 clusters
  Score: Raw -191297.415052 + Penalty 2519.369233 = -188778.045819
  nChanged 2
		SP:Iteration 24Q (148409.910000 sec): 3 clusters
  Score: Raw -191298.563616 + Penalty 2519.369233 = -188779.194383
  nChanged 2
		SP:Iteration 25Q (148409.950000 sec): 3 clusters
  Score: Raw -191299.341143 + Penalty 2519.369233 = -188779.971909
  nChanged 0
		SP:Iteration 26F (148410.000000 sec): 3 clusters
  Score: Raw -191299.341143 + Penalty 2519.369233 = -188779.971909
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 64 (2268 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (148410.060000 sec): 2 clusters
  Score: Raw -216735.952656 + Penalty 1255.581221 = -215480.371435
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (148410.100000 sec): 3 clusters
  Score: Raw -215754.688742 + Penalty 2511.162441 = -213243.526301
  nChanged 772
		SP:Iteration 1F (148410.150000 sec): 3 clusters
  Score: Raw -216204.267821 + Penalty 2511.162441 = -213693.105380
  nChanged 146
		SP:Iteration 2F (148410.190000 sec): 3 clusters
  Score: Raw -216293.235732 + Penalty 2511.162441 = -213782.073291
  nChanged 96
		SP:Iteration 3Q (148410.240000 sec): 3 clusters
  Score: Raw -216348.407828 + Penalty 2511.162441 = -213837.245387
  nChanged 67
		SP:Iteration 4Q (148410.280000 sec): 3 clusters
  Score: Raw -216391.266735 + Penalty 2511.162441 = -213880.104294
  nChanged 56
		SP:Iteration 5Q (148410.320000 sec): 3 clusters
  Score: Raw -216423.230322 + Penalty 2511.162441 = -213912.067881
  nChanged 46
		SP:Iteration 6Q (148410.370000 sec): 3 clusters
  Score: Raw -216446.334423 + Penalty 2511.162441 = -213935.171982
  nChanged 46
		SP:Iteration 7Q (148410.410000 sec): 3 clusters
  Score: Raw -216464.602036 + Penalty 2511.162441 = -213953.439595
  nChanged 24
		SP:Iteration 8Q (148410.450000 sec): 3 clusters
  Score: Raw -216476.901902 + Penalty 2511.162441 = -213965.739461
  nChanged 26
		SP:Iteration 9Q (148410.500000 sec): 3 clusters
  Score: Raw -216492.160653 + Penalty 2511.162441 = -213980.998212
  nChanged 22
		SP:Iteration 10Q (148410.540000 sec): 3 clusters
  Score: Raw -216502.577678 + Penalty 2511.162441 = -213991.415237
  nChanged 27
		SP:Iteration 11Q (148410.580000 sec): 3 clusters
  Score: Raw -216515.132409 + Penalty 2511.162441 = -214003.969968
  nChanged 27
		SP:Iteration 12Q (148410.630000 sec): 3 clusters
  Score: Raw -216530.846952 + Penalty 2511.162441 = -214019.684511
  nChanged 20
		SP:Iteration 13Q (148410.670000 sec): 3 clusters
  Score: Raw -216542.839675 + Penalty 2511.162441 = -214031.677234
  nChanged 30
		SP:Iteration 14Q (148410.720000 sec): 3 clusters
  Score: Raw -216559.261563 + Penalty 2511.162441 = -214048.099122
  nChanged 28
		SP:Iteration 15Q (148410.760000 sec): 3 clusters
  Score: Raw -216576.662663 + Penalty 2511.162441 = -214065.500222
  nChanged 26
		SP:Iteration 16Q (148410.800000 sec): 3 clusters
  Score: Raw -216592.918867 + Penalty 2511.162441 = -214081.756426
  nChanged 30
		SP:Iteration 17Q (148410.850000 sec): 3 clusters
  Score: Raw -216610.249718 + Penalty 2511.162441 = -214099.087277
  nChanged 22
		SP:Iteration 18Q (148410.890000 sec): 3 clusters
  Score: Raw -216624.818297 + Penalty 2511.162441 = -214113.655856
  nChanged 27
		SP:Iteration 19Q (148410.940000 sec): 3 clusters
  Score: Raw -216643.912426 + Penalty 2511.162441 = -214132.749985
  nChanged 32
		SP:Iteration 20F (148410.980000 sec): 3 clusters
  Score: Raw -216661.876399 + Penalty 2511.162441 = -214150.713958
  nChanged 27
		SP:Iteration 21Q (148411.020000 sec): 3 clusters
  Score: Raw -216675.111541 + Penalty 2511.162441 = -214163.949100
  nChanged 21
		SP:Iteration 22Q (148411.070000 sec): 3 clusters
  Score: Raw -216685.732577 + Penalty 2511.162441 = -214174.570135
  nChanged 18
		SP:Iteration 23Q (148411.110000 sec): 3 clusters
  Score: Raw -216695.240147 + Penalty 2511.162441 = -214184.077705
  nChanged 13
		SP:Iteration 24Q (148411.160000 sec): 3 clusters
  Score: Raw -216701.977398 + Penalty 2511.162441 = -214190.814957
  nChanged 14
		SP:Iteration 25Q (148411.200000 sec): 3 clusters
  Score: Raw -216709.448283 + Penalty 2511.162441 = -214198.285842
  nChanged 10
		SP:Iteration 26Q (148411.240000 sec): 3 clusters
  Score: Raw -216714.683461 + Penalty 2511.162441 = -214203.521020
  nChanged 13
		SP:Iteration 27Q (148411.280000 sec): 3 clusters
  Score: Raw -216720.265542 + Penalty 2511.162441 = -214209.103100
  nChanged 9
		SP:Iteration 28Q (148411.330000 sec): 3 clusters
  Score: Raw -216724.825168 + Penalty 2511.162441 = -214213.662727
  nChanged 7
		SP:Iteration 29Q (148411.370000 sec): 3 clusters
  Score: Raw -216728.379989 + Penalty 2511.162441 = -214217.217548
  nChanged 8
		SP:Iteration 30Q (148411.420000 sec): 3 clusters
  Score: Raw -216733.866573 + Penalty 2511.162441 = -214222.704132
  nChanged 8
		SP:Iteration 31Q (148411.460000 sec): 3 clusters
  Score: Raw -216739.139232 + Penalty 2511.162441 = -214227.976791
  nChanged 13
		SP:Iteration 32Q (148411.500000 sec): 3 clusters
  Score: Raw -216745.964432 + Penalty 2511.162441 = -214234.801991
  nChanged 12
		SP:Iteration 33Q (148411.550000 sec): 3 clusters
  Score: Raw -216756.041562 + Penalty 2511.162441 = -214244.879121
  nChanged 13
		SP:Iteration 34Q (148411.590000 sec): 3 clusters
  Score: Raw -216766.486837 + Penalty 2511.162441 = -214255.324396
  nChanged 11
		SP:Iteration 35Q (148411.630000 sec): 3 clusters
  Score: Raw -216773.790361 + Penalty 2511.162441 = -214262.627920
  nChanged 7
		SP:Iteration 36Q (148411.680000 sec): 3 clusters
  Score: Raw -216776.502399 + Penalty 2511.162441 = -214265.339958
  nChanged 6
		SP:Iteration 37Q (148411.720000 sec): 3 clusters
  Score: Raw -216780.526752 + Penalty 2511.162441 = -214269.364311
  nChanged 5
		SP:Iteration 38Q (148411.760000 sec): 3 clusters
  Score: Raw -216783.146208 + Penalty 2511.162441 = -214271.983767
  nChanged 5
		SP:Iteration 39Q (148411.800000 sec): 3 clusters
  Score: Raw -216787.175286 + Penalty 2511.162441 = -214276.012844
  nChanged 6
		SP:Iteration 40F (148411.850000 sec): 3 clusters
  Score: Raw -216790.712923 + Penalty 2511.162441 = -214279.550482
  nChanged 4
		SP:Iteration 41Q (148411.890000 sec): 3 clusters
  Score: Raw -216793.542675 + Penalty 2511.162441 = -214282.380234
  nChanged 4
		SP:Iteration 42Q (148411.940000 sec): 3 clusters
  Score: Raw -216796.861036 + Penalty 2511.162441 = -214285.698595
  nChanged 4
		SP:Iteration 43Q (148411.980000 sec): 3 clusters
  Score: Raw -216799.211254 + Penalty 2511.162441 = -214288.048813
  nChanged 7
		SP:Iteration 44Q (148412.020000 sec): 3 clusters
  Score: Raw -216803.879322 + Penalty 2511.162441 = -214292.716881
  nChanged 9
		SP:Iteration 45Q (148412.060000 sec): 3 clusters
  Score: Raw -216807.994648 + Penalty 2511.162441 = -214296.832207
  nChanged 6
		SP:Iteration 46Q (148412.110000 sec): 3 clusters
  Score: Raw -216810.550673 + Penalty 2511.162441 = -214299.388232
  nChanged 5
		SP:Iteration 47Q (148412.150000 sec): 3 clusters
  Score: Raw -216813.340726 + Penalty 2511.162441 = -214302.178285
  nChanged 4
		SP:Iteration 48Q (148412.190000 sec): 3 clusters
  Score: Raw -216818.381826 + Penalty 2511.162441 = -214307.219385
  nChanged 9
		SP:Iteration 49Q (148412.240000 sec): 3 clusters
  Score: Raw -216827.490698 + Penalty 2511.162441 = -214316.328257
  nChanged 15
		SP:Iteration 50Q (148412.280000 sec): 3 clusters
  Score: Raw -216842.953371 + Penalty 2511.162441 = -214331.790930
  nChanged 14
		SP:Iteration 51Q (148412.320000 sec): 3 clusters
  Score: Raw -216854.379166 + Penalty 2511.162441 = -214343.216724
  nChanged 9
		SP:Iteration 52Q (148412.360000 sec): 3 clusters
  Score: Raw -216860.147919 + Penalty 2511.162441 = -214348.985477
  nChanged 8
		SP:Iteration 53Q (148412.400000 sec): 3 clusters
  Score: Raw -216864.434574 + Penalty 2511.162441 = -214353.272133
  nChanged 6
		SP:Iteration 54Q (148412.440000 sec): 3 clusters
  Score: Raw -216867.869993 + Penalty 2511.162441 = -214356.707552
  nChanged 3
		SP:Iteration 55Q (148412.490000 sec): 3 clusters
  Score: Raw -216869.853879 + Penalty 2511.162441 = -214358.691438
  nChanged 4
		SP:Iteration 56Q (148412.530000 sec): 3 clusters
  Score: Raw -216871.944803 + Penalty 2511.162441 = -214360.782362
  nChanged 3
		SP:Iteration 57Q (148412.570000 sec): 3 clusters
  Score: Raw -216873.267873 + Penalty 2511.162441 = -214362.105432
  nChanged 2
		SP:Iteration 58Q (148412.620000 sec): 3 clusters
  Score: Raw -216874.289136 + Penalty 2511.162441 = -214363.126695
  nChanged 3
		SP:Iteration 59Q (148412.660000 sec): 3 clusters
  Score: Raw -216876.087746 + Penalty 2511.162441 = -214364.925305
  nChanged 4
		SP:Iteration 60F (148412.700000 sec): 3 clusters
  Score: Raw -216880.042328 + Penalty 2511.162441 = -214368.879886
  nChanged 5
		SP:Iteration 61Q (148412.740000 sec): 3 clusters
  Score: Raw -216883.322408 + Penalty 2511.162441 = -214372.159967
  nChanged 5
		SP:Iteration 62Q (148412.790000 sec): 3 clusters
  Score: Raw -216886.983511 + Penalty 2511.162441 = -214375.821070
  nChanged 6
		SP:Iteration 63Q (148412.830000 sec): 3 clusters
  Score: Raw -216893.291525 + Penalty 2511.162441 = -214382.129084
  nChanged 6
		SP:Iteration 64Q (148412.870000 sec): 3 clusters
  Score: Raw -216897.813020 + Penalty 2511.162441 = -214386.650579
  nChanged 3
		SP:Iteration 65Q (148412.920000 sec): 3 clusters
  Score: Raw -216899.469812 + Penalty 2511.162441 = -214388.307371
  nChanged 5
		SP:Iteration 66Q (148412.960000 sec): 3 clusters
  Score: Raw -216903.286343 + Penalty 2511.162441 = -214392.123902
  nChanged 3
		SP:Iteration 67Q (148413.000000 sec): 3 clusters
  Score: Raw -216905.975076 + Penalty 2511.162441 = -214394.812634
  nChanged 4
		SP:Iteration 68Q (148413.040000 sec): 3 clusters
  Score: Raw -216907.778017 + Penalty 2511.162441 = -214396.615576
  nChanged 2
		SP:Iteration 69Q (148413.090000 sec): 3 clusters
  Score: Raw -216908.499269 + Penalty 2511.162441 = -214397.336828
  nChanged 0
		SP:Iteration 70F (148413.130000 sec): 3 clusters
  Score: Raw -216908.499269 + Penalty 2511.162441 = -214397.336828
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 65 (8461 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (148413.230000 sec): 2 clusters
  Score: Raw -683885.765591 + Penalty 1469.523680 = -682416.241911
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (148413.390000 sec): 3 clusters
  Score: Raw -679248.523691 + Penalty 2939.047361 = -676309.476330
  nChanged 3644
		SP:Iteration 1F (148413.530000 sec): 3 clusters
  Score: Raw -681512.464445 + Penalty 2939.047361 = -678573.417084
  nChanged 746
		SP:Iteration 2F (148413.680000 sec): 3 clusters
  Score: Raw -682110.155061 + Penalty 2939.047361 = -679171.107700
  nChanged 652
		SP:Iteration 3F (148413.800000 sec): 3 clusters
  Score: Raw -682649.941004 + Penalty 2939.047361 = -679710.893644
  nChanged 546
		SP:Iteration 4F (148413.930000 sec): 3 clusters
  Score: Raw -683061.403236 + Penalty 2939.047361 = -680122.355876
  nChanged 400
		SP:Iteration 5Q (148414.070000 sec): 3 clusters
  Score: Raw -683302.362829 + Penalty 2939.047361 = -680363.315468
  nChanged 332
		SP:Iteration 6Q (148414.210000 sec): 3 clusters
  Score: Raw -683492.096780 + Penalty 2939.047361 = -680553.049419
  nChanged 303
		SP:Iteration 7Q (148414.350000 sec): 3 clusters
  Score: Raw -683690.897694 + Penalty 2939.047361 = -680751.850333
  nChanged 287
		SP:Iteration 8Q (148414.490000 sec): 3 clusters
  Score: Raw -683867.567319 + Penalty 2939.047361 = -680928.519958
  nChanged 243
		SP:Iteration 9Q (148414.630000 sec): 3 clusters
  Score: Raw -684009.052986 + Penalty 2939.047361 = -681070.005625
  nChanged 193
		SP:Iteration 10Q (148414.760000 sec): 3 clusters
  Score: Raw -684117.427799 + Penalty 2939.047361 = -681178.380438
  nChanged 180
		SP:Iteration 11Q (148414.900000 sec): 3 clusters
  Score: Raw -684214.351317 + Penalty 2939.047361 = -681275.303956
  nChanged 154
		SP:Iteration 12Q (148415.020000 sec): 3 clusters
  Score: Raw -684285.601181 + Penalty 2939.047361 = -681346.553820
  nChanged 121
		SP:Iteration 13Q (148415.150000 sec): 3 clusters
  Score: Raw -684348.358698 + Penalty 2939.047361 = -681409.311337
  nChanged 99
		SP:Iteration 14Q (148415.290000 sec): 3 clusters
  Score: Raw -684384.282762 + Penalty 2939.047361 = -681445.235401
  nChanged 64
		SP:Iteration 15Q (148415.420000 sec): 3 clusters
  Score: Raw -684407.683707 + Penalty 2939.047361 = -681468.636346
  nChanged 54
		SP:Iteration 16Q (148415.560000 sec): 3 clusters
  Score: Raw -684423.435098 + Penalty 2939.047361 = -681484.387737
  nChanged 53
		SP:Iteration 17Q (148415.700000 sec): 3 clusters
  Score: Raw -684437.257868 + Penalty 2939.047361 = -681498.210507
  nChanged 44
		SP:Iteration 18Q (148415.840000 sec): 3 clusters
  Score: Raw -684448.779627 + Penalty 2939.047361 = -681509.732266
  nChanged 39
		SP:Iteration 19Q (148415.970000 sec): 3 clusters
  Score: Raw -684460.695498 + Penalty 2939.047361 = -681521.648137
  nChanged 40
		SP:Iteration 20F (148416.100000 sec): 3 clusters
  Score: Raw -684471.321479 + Penalty 2939.047361 = -681532.274118
  nChanged 41
		SP:Iteration 21Q (148416.220000 sec): 3 clusters
  Score: Raw -684485.087857 + Penalty 2939.047361 = -681546.040496
  nChanged 55
		SP:Iteration 22Q (148416.350000 sec): 3 clusters
  Score: Raw -684502.847487 + Penalty 2939.047361 = -681563.800126
  nChanged 49
		SP:Iteration 23Q (148416.480000 sec): 3 clusters
  Score: Raw -684519.775509 + Penalty 2939.047361 = -681580.728148
  nChanged 67
		SP:Iteration 24Q (148416.620000 sec): 3 clusters
  Score: Raw -684548.043320 + Penalty 2939.047361 = -681608.995959
  nChanged 64
		SP:Iteration 25Q (148416.760000 sec): 3 clusters
  Score: Raw -684569.189291 + Penalty 2939.047361 = -681630.141930
  nChanged 61
		SP:Iteration 26Q (148416.890000 sec): 3 clusters
  Score: Raw -684590.159208 + Penalty 2939.047361 = -681651.111847
  nChanged 56
		SP:Iteration 27Q (148417.030000 sec): 3 clusters
  Score: Raw -684610.550490 + Penalty 2939.047361 = -681671.503130
  nChanged 63
		SP:Iteration 28Q (148417.160000 sec): 3 clusters
  Score: Raw -684631.423746 + Penalty 2939.047361 = -681692.376385
  nChanged 49
		SP:Iteration 29Q (148417.300000 sec): 3 clusters
  Score: Raw -684647.756384 + Penalty 2939.047361 = -681708.709023
  nChanged 51
		SP:Iteration 30Q (148417.420000 sec): 3 clusters
  Score: Raw -684665.540247 + Penalty 2939.047361 = -681726.492886
  nChanged 50
		SP:Iteration 31Q (148417.540000 sec): 3 clusters
  Score: Raw -684682.255605 + Penalty 2939.047361 = -681743.208244
  nChanged 58
		SP:Iteration 32Q (148417.670000 sec): 3 clusters
  Score: Raw -684699.968458 + Penalty 2939.047361 = -681760.921097
  nChanged 43
		SP:Iteration 33Q (148417.810000 sec): 3 clusters
  Score: Raw -684717.269954 + Penalty 2939.047361 = -681778.222593
  nChanged 63
		SP:Iteration 34Q (148417.940000 sec): 3 clusters
  Score: Raw -684743.024065 + Penalty 2939.047361 = -681803.976704
  nChanged 58
		SP:Iteration 35Q (148418.080000 sec): 3 clusters
  Score: Raw -684763.254334 + Penalty 2939.047361 = -681824.206973
  nChanged 54
		SP:Iteration 36Q (148418.210000 sec): 3 clusters
  Score: Raw -684783.637868 + Penalty 2939.047361 = -681844.590507
  nChanged 47
		SP:Iteration 37Q (148418.340000 sec): 3 clusters
  Score: Raw -684805.618161 + Penalty 2939.047361 = -681866.570800
  nChanged 54
		SP:Iteration 38Q (148418.480000 sec): 3 clusters
  Score: Raw -684832.255054 + Penalty 2939.047361 = -681893.207693
  nChanged 50
		SP:Iteration 39Q (148418.610000 sec): 3 clusters
  Score: Raw -684859.764950 + Penalty 2939.047361 = -681920.717589
  nChanged 62
		SP:Iteration 40F (148418.750000 sec): 3 clusters
  Score: Raw -684887.154898 + Penalty 2939.047361 = -681948.107537
  nChanged 53
		SP:Iteration 41Q (148418.880000 sec): 3 clusters
  Score: Raw -684911.637891 + Penalty 2939.047361 = -681972.590531
  nChanged 47
		SP:Iteration 42Q (148419.000000 sec): 3 clusters
  Score: Raw -684925.438603 + Penalty 2939.047361 = -681986.391242
  nChanged 36
		SP:Iteration 43Q (148419.120000 sec): 3 clusters
  Score: Raw -684936.524097 + Penalty 2939.047361 = -681997.476736
  nChanged 35
		SP:Iteration 44Q (148419.250000 sec): 3 clusters
  Score: Raw -684950.051127 + Penalty 2939.047361 = -682011.003766
  nChanged 38
		SP:Iteration 45Q (148419.390000 sec): 3 clusters
  Score: Raw -684965.167042 + Penalty 2939.047361 = -682026.119681
  nChanged 38
		SP:Iteration 46Q (148419.520000 sec): 3 clusters
  Score: Raw -684979.973340 + Penalty 2939.047361 = -682040.925979
  nChanged 41
		SP:Iteration 47Q (148419.650000 sec): 3 clusters
  Score: Raw -684993.705425 + Penalty 2939.047361 = -682054.658065
  nChanged 33
		SP:Iteration 48Q (148419.790000 sec): 3 clusters
  Score: Raw -685000.797493 + Penalty 2939.047361 = -682061.750132
  nChanged 20
		SP:Iteration 49Q (148419.920000 sec): 3 clusters
  Score: Raw -685007.006618 + Penalty 2939.047361 = -682067.959257
  nChanged 24
		SP:Iteration 50Q (148420.050000 sec): 3 clusters
  Score: Raw -685016.279077 + Penalty 2939.047361 = -682077.231716
  nChanged 19
		SP:Iteration 51Q (148420.190000 sec): 3 clusters
  Score: Raw -685022.537338 + Penalty 2939.047361 = -682083.489978
  nChanged 20
		SP:Iteration 52Q (148420.320000 sec): 3 clusters
  Score: Raw -685028.864114 + Penalty 2939.047361 = -682089.816753
  nChanged 20
		SP:Iteration 53Q (148420.450000 sec): 3 clusters
  Score: Raw -685034.586724 + Penalty 2939.047361 = -682095.539363
  nChanged 19
		SP:Iteration 54Q (148420.580000 sec): 3 clusters
  Score: Raw -685038.773945 + Penalty 2939.047361 = -682099.726584
  nChanged 13
		SP:Iteration 55Q (148420.700000 sec): 3 clusters
  Score: Raw -685041.841670 + Penalty 2939.047361 = -682102.794309
  nChanged 15
		SP:Iteration 56Q (148420.820000 sec): 3 clusters
  Score: Raw -685044.899760 + Penalty 2939.047361 = -682105.852399
  nChanged 8
		SP:Iteration 57Q (148420.950000 sec): 3 clusters
  Score: Raw -685046.529232 + Penalty 2939.047361 = -682107.481871
  nChanged 6
		SP:Iteration 58Q (148421.080000 sec): 3 clusters
  Score: Raw -685047.852431 + Penalty 2939.047361 = -682108.805070
  nChanged 6
		SP:Iteration 59Q (148421.210000 sec): 3 clusters
  Score: Raw -685049.702130 + Penalty 2939.047361 = -682110.654769
  nChanged 6
		SP:Iteration 60F (148421.350000 sec): 3 clusters
  Score: Raw -685051.123206 + Penalty 2939.047361 = -682112.075845
  nChanged 8
		SP:Iteration 61Q (148421.480000 sec): 3 clusters
  Score: Raw -685053.927992 + Penalty 2939.047361 = -682114.880631
  nChanged 10
		SP:Iteration 62Q (148421.620000 sec): 3 clusters
  Score: Raw -685057.335907 + Penalty 2939.047361 = -682118.288546
  nChanged 12
		SP:Iteration 63Q (148421.750000 sec): 3 clusters
  Score: Raw -685061.091813 + Penalty 2939.047361 = -682122.044452
  nChanged 15
		SP:Iteration 64Q (148421.880000 sec): 3 clusters
  Score: Raw -685068.479267 + Penalty 2939.047361 = -682129.431906
  nChanged 21
		SP:Iteration 65Q (148422.010000 sec): 3 clusters
  Score: Raw -685078.845562 + Penalty 2939.047361 = -682139.798201
  nChanged 23
		SP:Iteration 66Q (148422.140000 sec): 3 clusters
  Score: Raw -685084.945618 + Penalty 2939.047361 = -682145.898258
  nChanged 15
		SP:Iteration 67Q (148422.270000 sec): 3 clusters
  Score: Raw -685088.390134 + Penalty 2939.047361 = -682149.342773
  nChanged 17
		SP:Iteration 68Q (148422.390000 sec): 3 clusters
  Score: Raw -685095.202923 + Penalty 2939.047361 = -682156.155563
  nChanged 22
		SP:Iteration 69Q (148422.520000 sec): 3 clusters
  Score: Raw -685103.493041 + Penalty 2939.047361 = -682164.445680
  nChanged 22
		SP:Iteration 70Q (148422.630000 sec): 3 clusters
  Score: Raw -685112.594497 + Penalty 2939.047361 = -682173.547136
  nChanged 22
		SP:Iteration 71Q (148422.760000 sec): 3 clusters
  Score: Raw -685119.046719 + Penalty 2939.047361 = -682179.999359
  nChanged 11
		SP:Iteration 72Q (148422.890000 sec): 3 clusters
  Score: Raw -685121.567315 + Penalty 2939.047361 = -682182.519954
  nChanged 8
		SP:Iteration 73Q (148423.020000 sec): 3 clusters
  Score: Raw -685123.220248 + Penalty 2939.047361 = -682184.172887
  nChanged 5
		SP:Iteration 74Q (148423.160000 sec): 3 clusters
  Score: Raw -685124.605592 + Penalty 2939.047361 = -682185.558231
  nChanged 7
		SP:Iteration 75Q (148423.290000 sec): 3 clusters
  Score: Raw -685126.142967 + Penalty 2939.047361 = -682187.095606
  nChanged 6
		SP:Iteration 76Q (148423.430000 sec): 3 clusters
  Score: Raw -685127.106238 + Penalty 2939.047361 = -682188.058877
  nChanged 3
		SP:Iteration 77Q (148423.560000 sec): 3 clusters
  Score: Raw -685127.556801 + Penalty 2939.047361 = -682188.509440
  nChanged 2
		SP:Iteration 78Q (148423.690000 sec): 3 clusters
  Score: Raw -685127.894254 + Penalty 2939.047361 = -682188.846893
  nChanged 0
		SP:Iteration 79F (148423.820000 sec): 3 clusters
  Score: Raw -685127.894254 + Penalty 2939.047361 = -682188.846893
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 66 (1001 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (148423.890000 sec): 2 clusters
  Score: Raw -89539.877766 + Penalty 1122.672652 = -88417.205114
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (148423.910000 sec): 3 clusters
  Score: Raw -89210.225921 + Penalty 2245.345303 = -86964.880618
  nChanged 309
		SP:Iteration 1F (148423.930000 sec): 3 clusters
  Score: Raw -89478.104691 + Penalty 2245.345303 = -87232.759388
  nChanged 77
		SP:Iteration 2F (148423.950000 sec): 3 clusters
  Score: Raw -89567.955834 + Penalty 2245.345303 = -87322.610531
  nChanged 47
		SP:Iteration 3Q (148423.970000 sec): 3 clusters
  Score: Raw -89614.312324 + Penalty 2245.345303 = -87368.967021
  nChanged 30
		SP:Iteration 4Q (148423.990000 sec): 3 clusters
  Score: Raw -89642.324499 + Penalty 2245.345303 = -87396.979196
  nChanged 28
		SP:Iteration 5Q (148424.010000 sec): 3 clusters
  Score: Raw -89663.198049 + Penalty 2245.345303 = -87417.852746
  nChanged 16
		SP:Iteration 6Q (148424.030000 sec): 3 clusters
  Score: Raw -89673.042184 + Penalty 2245.345303 = -87427.696881
  nChanged 8
		SP:Iteration 7Q (148424.040000 sec): 3 clusters
  Score: Raw -89681.060573 + Penalty 2245.345303 = -87435.715270
  nChanged 7
		SP:Iteration 8Q (148424.060000 sec): 3 clusters
  Score: Raw -89690.909396 + Penalty 2245.345303 = -87445.564092
  nChanged 8
		SP:Iteration 9Q (148424.080000 sec): 3 clusters
  Score: Raw -89699.714853 + Penalty 2245.345303 = -87454.369550
  nChanged 8
		SP:Iteration 10Q (148424.100000 sec): 3 clusters
  Score: Raw -89706.634267 + Penalty 2245.345303 = -87461.288964
  nChanged 6
		SP:Iteration 11Q (148424.120000 sec): 3 clusters
  Score: Raw -89712.185275 + Penalty 2245.345303 = -87466.839972
  nChanged 6
		SP:Iteration 12Q (148424.140000 sec): 3 clusters
  Score: Raw -89718.219093 + Penalty 2245.345303 = -87472.873790
  nChanged 4
		SP:Iteration 13Q (148424.160000 sec): 3 clusters
  Score: Raw -89722.061767 + Penalty 2245.345303 = -87476.716463
  nChanged 2
		SP:Iteration 14Q (148424.180000 sec): 3 clusters
  Score: Raw -89723.693232 + Penalty 2245.345303 = -87478.347928
  nChanged 1
		SP:Iteration 15Q (148424.200000 sec): 3 clusters
  Score: Raw -89724.171150 + Penalty 2245.345303 = -87478.825847
  nChanged 1
		SP:Iteration 16Q (148424.220000 sec): 3 clusters
  Score: Raw -89724.627994 + Penalty 2245.345303 = -87479.282691
  nChanged 0
		SP:Iteration 17F (148424.240000 sec): 3 clusters
  Score: Raw -89724.627994 + Penalty 2245.345303 = -87479.282691
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 67 (4329 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (148424.320000 sec): 2 clusters
  Score: Raw -356695.688081 + Penalty 1360.627425 = -355335.060655
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (148424.400000 sec): 3 clusters
  Score: Raw -354429.076474 + Penalty 2721.254850 = -351707.821623
  nChanged 1753
		SP:Iteration 1F (148424.480000 sec): 3 clusters
  Score: Raw -355494.825971 + Penalty 2721.254850 = -352773.571121
  nChanged 379
		SP:Iteration 2F (148424.560000 sec): 3 clusters
  Score: Raw -355814.576563 + Penalty 2721.254850 = -353093.321713
  nChanged 327
		SP:Iteration 3F (148424.640000 sec): 3 clusters
  Score: Raw -356072.867708 + Penalty 2721.254850 = -353351.612857
  nChanged 270
		SP:Iteration 4F (148424.720000 sec): 3 clusters
  Score: Raw -356282.881623 + Penalty 2721.254850 = -353561.626772
  nChanged 252
		SP:Iteration 5F (148424.800000 sec): 3 clusters
  Score: Raw -356457.346445 + Penalty 2721.254850 = -353736.091595
  nChanged 188
		SP:Iteration 6Q (148424.880000 sec): 3 clusters
  Score: Raw -356581.208421 + Penalty 2721.254850 = -353859.953570
  nChanged 171
		SP:Iteration 7Q (148424.960000 sec): 3 clusters
  Score: Raw -356687.373096 + Penalty 2721.254850 = -353966.118246
  nChanged 139
		SP:Iteration 8Q (148425.040000 sec): 3 clusters
  Score: Raw -356770.081169 + Penalty 2721.254850 = -354048.826318
  nChanged 109
		SP:Iteration 9Q (148425.120000 sec): 3 clusters
  Score: Raw -356836.017664 + Penalty 2721.254850 = -354114.762814
  nChanged 113
		SP:Iteration 10Q (148425.200000 sec): 3 clusters
  Score: Raw -356901.864410 + Penalty 2721.254850 = -354180.609560
  nChanged 97
		SP:Iteration 11Q (148425.280000 sec): 3 clusters
  Score: Raw -356967.686260 + Penalty 2721.254850 = -354246.431410
  nChanged 87
		SP:Iteration 12Q (148425.360000 sec): 3 clusters
  Score: Raw -357017.455186 + Penalty 2721.254850 = -354296.200336
  nChanged 72
		SP:Iteration 13Q (148425.440000 sec): 3 clusters
  Score: Raw -357054.651277 + Penalty 2721.254850 = -354333.396427
  nChanged 69
		SP:Iteration 14Q (148425.520000 sec): 3 clusters
  Score: Raw -357085.654513 + Penalty 2721.254850 = -354364.399663
  nChanged 58
		SP:Iteration 15Q (148425.600000 sec): 3 clusters
  Score: Raw -357114.475870 + Penalty 2721.254850 = -354393.221019
  nChanged 54
		SP:Iteration 16Q (148425.680000 sec): 3 clusters
  Score: Raw -357134.563966 + Penalty 2721.254850 = -354413.309116
  nChanged 45
		SP:Iteration 17Q (148425.760000 sec): 3 clusters
  Score: Raw -357152.160399 + Penalty 2721.254850 = -354430.905549
  nChanged 39
		SP:Iteration 18Q (148425.840000 sec): 3 clusters
  Score: Raw -357170.309134 + Penalty 2721.254850 = -354449.054284
  nChanged 42
		SP:Iteration 19Q (148425.920000 sec): 3 clusters
  Score: Raw -357186.483652 + Penalty 2721.254850 = -354465.228801
  nChanged 38
		SP:Iteration 20F (148426.000000 sec): 3 clusters
  Score: Raw -357204.056486 + Penalty 2721.254850 = -354482.801636
  nChanged 40
		SP:Iteration 21Q (148426.080000 sec): 3 clusters
  Score: Raw -357219.676956 + Penalty 2721.254850 = -354498.422105
  nChanged 41
		SP:Iteration 22Q (148426.160000 sec): 3 clusters
  Score: Raw -357236.040356 + Penalty 2721.254850 = -354514.785506
  nChanged 42
		SP:Iteration 23Q (148426.240000 sec): 3 clusters
  Score: Raw -357253.112938 + Penalty 2721.254850 = -354531.858088
  nChanged 42
		SP:Iteration 24Q (148426.320000 sec): 3 clusters
  Score: Raw -357272.207271 + Penalty 2721.254850 = -354550.952420
  nChanged 38
		SP:Iteration 25Q (148426.400000 sec): 3 clusters
  Score: Raw -357290.584417 + Penalty 2721.254850 = -354569.329567
  nChanged 49
		SP:Iteration 26Q (148426.480000 sec): 3 clusters
  Score: Raw -357310.743852 + Penalty 2721.254850 = -354589.489001
  nChanged 34
		SP:Iteration 27Q (148426.560000 sec): 3 clusters
  Score: Raw -357322.136888 + Penalty 2721.254850 = -354600.882038
  nChanged 27
		SP:Iteration 28Q (148426.640000 sec): 3 clusters
  Score: Raw -357330.711817 + Penalty 2721.254850 = -354609.456966
  nChanged 17
		SP:Iteration 29Q (148426.720000 sec): 3 clusters
  Score: Raw -357335.967475 + Penalty 2721.254850 = -354614.712624
  nChanged 13
		SP:Iteration 30Q (148426.800000 sec): 3 clusters
  Score: Raw -357340.645935 + Penalty 2721.254850 = -354619.391085
  nChanged 11
		SP:Iteration 31Q (148426.880000 sec): 3 clusters
  Score: Raw -357344.387103 + Penalty 2721.254850 = -354623.132252
  nChanged 14
		SP:Iteration 32Q (148426.960000 sec): 3 clusters
  Score: Raw -357347.985043 + Penalty 2721.254850 = -354626.730192
  nChanged 10
		SP:Iteration 33Q (148427.030000 sec): 3 clusters
  Score: Raw -357350.892222 + Penalty 2721.254850 = -354629.637372
  nChanged 10
		SP:Iteration 34Q (148427.110000 sec): 3 clusters
  Score: Raw -357353.260600 + Penalty 2721.254850 = -354632.005750
  nChanged 8
		SP:Iteration 35Q (148427.190000 sec): 3 clusters
  Score: Raw -357355.587099 + Penalty 2721.254850 = -354634.332249
  nChanged 4
		SP:Iteration 36Q (148427.270000 sec): 3 clusters
  Score: Raw -357356.987679 + Penalty 2721.254850 = -354635.732829
  nChanged 4
		SP:Iteration 37Q (148427.350000 sec): 3 clusters
  Score: Raw -357358.501549 + Penalty 2721.254850 = -354637.246698
  nChanged 7
		SP:Iteration 38Q (148427.430000 sec): 3 clusters
  Score: Raw -357361.627456 + Penalty 2721.254850 = -354640.372605
  nChanged 7
		SP:Iteration 39Q (148427.510000 sec): 3 clusters
  Score: Raw -357364.763974 + Penalty 2721.254850 = -354643.509123
  nChanged 7
		SP:Iteration 40F (148427.590000 sec): 3 clusters
  Score: Raw -357367.620744 + Penalty 2721.254850 = -354646.365894
  nChanged 11
		SP:Iteration 41Q (148427.670000 sec): 3 clusters
  Score: Raw -357370.690057 + Penalty 2721.254850 = -354649.435206
  nChanged 10
		SP:Iteration 42Q (148427.750000 sec): 3 clusters
  Score: Raw -357373.868939 + Penalty 2721.254850 = -354652.614089
  nChanged 6
		SP:Iteration 43Q (148427.830000 sec): 3 clusters
  Score: Raw -357375.258962 + Penalty 2721.254850 = -354654.004112
  nChanged 4
		SP:Iteration 44Q (148427.910000 sec): 3 clusters
  Score: Raw -357376.566898 + Penalty 2721.254850 = -354655.312047
  nChanged 6
		SP:Iteration 45Q (148427.980000 sec): 3 clusters
  Score: Raw -357377.863711 + Penalty 2721.254850 = -354656.608860
  nChanged 5
		SP:Iteration 46Q (148428.060000 sec): 3 clusters
  Score: Raw -357378.989779 + Penalty 2721.254850 = -354657.734929
  nChanged 3
		SP:Iteration 47Q (148428.140000 sec): 3 clusters
  Score: Raw -357379.821995 + Penalty 2721.254850 = -354658.567145
  nChanged 3
		SP:Iteration 48Q (148428.220000 sec): 3 clusters
  Score: Raw -357380.788838 + Penalty 2721.254850 = -354659.533988
  nChanged 5
		SP:Iteration 49Q (148428.300000 sec): 3 clusters
  Score: Raw -357382.421905 + Penalty 2721.254850 = -354661.167054
  nChanged 3
		SP:Iteration 50Q (148428.380000 sec): 3 clusters
  Score: Raw -357383.321813 + Penalty 2721.254850 = -354662.066963
  nChanged 3
		SP:Iteration 51Q (148428.460000 sec): 3 clusters
  Score: Raw -357384.648756 + Penalty 2721.254850 = -354663.393906
  nChanged 3
		SP:Iteration 52Q (148428.540000 sec): 3 clusters
  Score: Raw -357385.174638 + Penalty 2721.254850 = -354663.919788
  nChanged 2
		SP:Iteration 53Q (148428.620000 sec): 3 clusters
  Score: Raw -357385.631517 + Penalty 2721.254850 = -354664.376667
  nChanged 1
		SP:Iteration 54Q (148428.700000 sec): 3 clusters
  Score: Raw -357385.859099 + Penalty 2721.254850 = -354664.604249
  nChanged 0
		SP:Iteration 55F (148428.780000 sec): 3 clusters
  Score: Raw -357385.859099 + Penalty 2721.254850 = -354664.604249
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 68 (11656 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (148428.900000 sec): 2 clusters
  Score: Raw -977589.172116 + Penalty 1521.581157 = -976067.590960
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (148429.090000 sec): 3 clusters
  Score: Raw -970946.685631 + Penalty 3043.162313 = -967903.523318
  nChanged 5041
		SP:Iteration 1F (148429.240000 sec): 3 clusters
  Score: Raw -973564.980877 + Penalty 3043.162313 = -970521.818564
  nChanged 750
		SP:Iteration 2F (148429.440000 sec): 3 clusters
  Score: Raw -973936.875302 + Penalty 3043.162313 = -970893.712989
  nChanged 722
		SP:Iteration 3F (148429.610000 sec): 3 clusters
  Score: Raw -974297.380951 + Penalty 3043.162313 = -971254.218638
  nChanged 644
		SP:Iteration 4F (148429.780000 sec): 3 clusters
  Score: Raw -974659.132157 + Penalty 3043.162313 = -971615.969844
  nChanged 672
		SP:Iteration 5F (148429.950000 sec): 3 clusters
  Score: Raw -975052.574118 + Penalty 3043.162313 = -972009.411805
  nChanged 656
		SP:Iteration 6F (148430.120000 sec): 3 clusters
  Score: Raw -975433.513567 + Penalty 3043.162313 = -972390.351254
  nChanged 567
		SP:Iteration 7Q (148430.300000 sec): 3 clusters
  Score: Raw -975751.014385 + Penalty 3043.162313 = -972707.852072
  nChanged 534
		SP:Iteration 8Q (148430.480000 sec): 3 clusters
  Score: Raw -976053.656183 + Penalty 3043.162313 = -973010.493869
  nChanged 478
		SP:Iteration 9Q (148430.670000 sec): 3 clusters
  Score: Raw -976294.723979 + Penalty 3043.162313 = -973251.561666
  nChanged 427
		SP:Iteration 10Q (148430.840000 sec): 3 clusters
  Score: Raw -976508.115818 + Penalty 3043.162313 = -973464.953505
  nChanged 350
		SP:Iteration 11Q (148431.020000 sec): 3 clusters
  Score: Raw -976664.472448 + Penalty 3043.162313 = -973621.310135
  nChanged 302
		SP:Iteration 12Q (148431.200000 sec): 3 clusters
  Score: Raw -976799.938409 + Penalty 3043.162313 = -973756.776096
  nChanged 259
		SP:Iteration 13Q (148431.370000 sec): 3 clusters
  Score: Raw -976907.117823 + Penalty 3043.162313 = -973863.955510
  nChanged 228
		SP:Iteration 14Q (148431.550000 sec): 3 clusters
  Score: Raw -977012.907676 + Penalty 3043.162313 = -973969.745363
  nChanged 212
		SP:Iteration 15Q (148431.720000 sec): 3 clusters
  Score: Raw -977109.496983 + Penalty 3043.162313 = -974066.334670
  nChanged 217
		SP:Iteration 16Q (148431.910000 sec): 3 clusters
  Score: Raw -977227.021415 + Penalty 3043.162313 = -974183.859102
  nChanged 210
		SP:Iteration 17Q (148432.080000 sec): 3 clusters
  Score: Raw -977331.390400 + Penalty 3043.162313 = -974288.228087
  nChanged 201
		SP:Iteration 18Q (148432.270000 sec): 3 clusters
  Score: Raw -977422.904538 + Penalty 3043.162313 = -974379.742225
  nChanged 192
		SP:Iteration 19Q (148432.430000 sec): 3 clusters
  Score: Raw -977507.659254 + Penalty 3043.162313 = -974464.496941
  nChanged 182
		SP:Iteration 20F (148432.620000 sec): 3 clusters
  Score: Raw -977579.326374 + Penalty 3043.162313 = -974536.164061
  nChanged 179
		SP:Iteration 21Q (148432.790000 sec): 3 clusters
  Score: Raw -977658.103507 + Penalty 3043.162313 = -974614.941194
  nChanged 160
		SP:Iteration 22Q (148432.960000 sec): 3 clusters
  Score: Raw -977721.813393 + Penalty 3043.162313 = -974678.651080
  nChanged 137
		SP:Iteration 23Q (148433.130000 sec): 3 clusters
  Score: Raw -977773.659062 + Penalty 3043.162313 = -974730.496749
  nChanged 114
		SP:Iteration 24Q (148433.300000 sec): 3 clusters
  Score: Raw -977814.548395 + Penalty 3043.162313 = -974771.386082
  nChanged 96
		SP:Iteration 25Q (148433.470000 sec): 3 clusters
  Score: Raw -977851.531404 + Penalty 3043.162313 = -974808.369091
  nChanged 105
		SP:Iteration 26Q (148433.640000 sec): 3 clusters
  Score: Raw -977896.800816 + Penalty 3043.162313 = -974853.638503
  nChanged 105
		SP:Iteration 27Q (148433.800000 sec): 3 clusters
  Score: Raw -977944.073037 + Penalty 3043.162313 = -974900.910723
  nChanged 108
		SP:Iteration 28Q (148433.990000 sec): 3 clusters
  Score: Raw -977990.743274 + Penalty 3043.162313 = -974947.580961
  nChanged 98
		SP:Iteration 29Q (148434.150000 sec): 3 clusters
  Score: Raw -978032.835954 + Penalty 3043.162313 = -974989.673641
  nChanged 72
		SP:Iteration 30Q (148434.320000 sec): 3 clusters
  Score: Raw -978062.605217 + Penalty 3043.162313 = -975019.442904
  nChanged 68
		SP:Iteration 31Q (148434.480000 sec): 3 clusters
  Score: Raw -978088.060491 + Penalty 3043.162313 = -975044.898178
  nChanged 54
		SP:Iteration 32Q (148434.670000 sec): 3 clusters
  Score: Raw -978107.733292 + Penalty 3043.162313 = -975064.570979
  nChanged 51
		SP:Iteration 33Q (148434.830000 sec): 3 clusters
  Score: Raw -978128.223757 + Penalty 3043.162313 = -975085.061444
  nChanged 46
		SP:Iteration 34Q (148435.010000 sec): 3 clusters
  Score: Raw -978144.307357 + Penalty 3043.162313 = -975101.145044
  nChanged 45
		SP:Iteration 35Q (148435.170000 sec): 3 clusters
  Score: Raw -978159.263293 + Penalty 3043.162313 = -975116.100980
  nChanged 37
		SP:Iteration 36Q (148435.350000 sec): 3 clusters
  Score: Raw -978172.506763 + Penalty 3043.162313 = -975129.344450
  nChanged 45
		SP:Iteration 37Q (148435.510000 sec): 3 clusters
  Score: Raw -978188.232957 + Penalty 3043.162313 = -975145.070644
  nChanged 44
		SP:Iteration 38Q (148435.690000 sec): 3 clusters
  Score: Raw -978204.396083 + Penalty 3043.162313 = -975161.233770
  nChanged 49
		SP:Iteration 39Q (148435.840000 sec): 3 clusters
  Score: Raw -978221.857703 + Penalty 3043.162313 = -975178.695390
  nChanged 50
		SP:Iteration 40F (148436.030000 sec): 3 clusters
  Score: Raw -978247.739564 + Penalty 3043.162313 = -975204.577251
  nChanged 48
		SP:Iteration 41Q (148436.180000 sec): 3 clusters
  Score: Raw -978268.370571 + Penalty 3043.162313 = -975225.208258
  nChanged 56
		SP:Iteration 42Q (148436.360000 sec): 3 clusters
  Score: Raw -978291.086283 + Penalty 3043.162313 = -975247.923970
  nChanged 56
		SP:Iteration 43Q (148436.510000 sec): 3 clusters
  Score: Raw -978309.598603 + Penalty 3043.162313 = -975266.436290
  nChanged 41
		SP:Iteration 44Q (148436.690000 sec): 3 clusters
  Score: Raw -978322.227977 + Penalty 3043.162313 = -975279.065664
  nChanged 43
		SP:Iteration 45Q (148436.840000 sec): 3 clusters
  Score: Raw -978334.714759 + Penalty 3043.162313 = -975291.552446
  nChanged 36
		SP:Iteration 46Q (148437.010000 sec): 3 clusters
  Score: Raw -978349.823124 + Penalty 3043.162313 = -975306.660811
  nChanged 32
		SP:Iteration 47Q (148437.160000 sec): 3 clusters
  Score: Raw -978362.700710 + Penalty 3043.162313 = -975319.538397
  nChanged 34
		SP:Iteration 48Q (148437.330000 sec): 3 clusters
  Score: Raw -978377.230971 + Penalty 3043.162313 = -975334.068658
  nChanged 35
		SP:Iteration 49Q (148437.490000 sec): 3 clusters
  Score: Raw -978389.940544 + Penalty 3043.162313 = -975346.778231
  nChanged 31
		SP:Iteration 50Q (148437.650000 sec): 3 clusters
  Score: Raw -978404.665833 + Penalty 3043.162313 = -975361.503520
  nChanged 32
		SP:Iteration 51Q (148437.830000 sec): 3 clusters
  Score: Raw -978415.502203 + Penalty 3043.162313 = -975372.339890
  nChanged 19
		SP:Iteration 52Q (148437.980000 sec): 3 clusters
  Score: Raw -978421.878076 + Penalty 3043.162313 = -975378.715763
  nChanged 20
		SP:Iteration 53Q (148438.150000 sec): 3 clusters
  Score: Raw -978426.016932 + Penalty 3043.162313 = -975382.854619
  nChanged 11
		SP:Iteration 54Q (148438.300000 sec): 3 clusters
  Score: Raw -978429.005342 + Penalty 3043.162313 = -975385.843029
  nChanged 12
		SP:Iteration 55Q (148438.470000 sec): 3 clusters
  Score: Raw -978433.050555 + Penalty 3043.162313 = -975389.888242
  nChanged 15
		SP:Iteration 56Q (148438.620000 sec): 3 clusters
  Score: Raw -978438.019777 + Penalty 3043.162313 = -975394.857464
  nChanged 12
		SP:Iteration 57Q (148438.790000 sec): 3 clusters
  Score: Raw -978441.103767 + Penalty 3043.162313 = -975397.941454
  nChanged 9
		SP:Iteration 58Q (148438.950000 sec): 3 clusters
  Score: Raw -978443.257334 + Penalty 3043.162313 = -975400.095021
  nChanged 9
		SP:Iteration 59Q (148439.110000 sec): 3 clusters
  Score: Raw -978445.579041 + Penalty 3043.162313 = -975402.416728
  nChanged 10
		SP:Iteration 60F (148439.300000 sec): 3 clusters
  Score: Raw -978448.222682 + Penalty 3043.162313 = -975405.060369
  nChanged 14
		SP:Iteration 61Q (148439.450000 sec): 3 clusters
  Score: Raw -978454.133114 + Penalty 3043.162313 = -975410.970801
  nChanged 19
		SP:Iteration 62Q (148439.640000 sec): 3 clusters
  Score: Raw -978464.064874 + Penalty 3043.162313 = -975420.902561
  nChanged 20
		SP:Iteration 63Q (148439.790000 sec): 3 clusters
  Score: Raw -978471.416031 + Penalty 3043.162313 = -975428.253718
  nChanged 22
		SP:Iteration 64Q (148439.960000 sec): 3 clusters
  Score: Raw -978478.641953 + Penalty 3043.162313 = -975435.479640
  nChanged 25
		SP:Iteration 65Q (148440.110000 sec): 3 clusters
  Score: Raw -978488.036357 + Penalty 3043.162313 = -975444.874044
  nChanged 20
		SP:Iteration 66Q (148440.280000 sec): 3 clusters
  Score: Raw -978493.633402 + Penalty 3043.162313 = -975450.471089
  nChanged 9
		SP:Iteration 67Q (148440.440000 sec): 3 clusters
  Score: Raw -978496.867722 + Penalty 3043.162313 = -975453.705409
  nChanged 13
		SP:Iteration 68Q (148440.610000 sec): 3 clusters
  Score: Raw -978500.732379 + Penalty 3043.162313 = -975457.570066
  nChanged 12
		SP:Iteration 69Q (148440.760000 sec): 3 clusters
  Score: Raw -978505.109172 + Penalty 3043.162313 = -975461.946858
  nChanged 15
		SP:Iteration 70Q (148440.920000 sec): 3 clusters
  Score: Raw -978510.275500 + Penalty 3043.162313 = -975467.113187
  nChanged 14
		SP:Iteration 71Q (148441.110000 sec): 3 clusters
  Score: Raw -978515.097388 + Penalty 3043.162313 = -975471.935075
  nChanged 14
		SP:Iteration 72Q (148441.260000 sec): 3 clusters
  Score: Raw -978519.505598 + Penalty 3043.162313 = -975476.343285
  nChanged 14
		SP:Iteration 73Q (148441.450000 sec): 3 clusters
  Score: Raw -978522.596498 + Penalty 3043.162313 = -975479.434185
  nChanged 5
		SP:Iteration 74Q (148441.590000 sec): 3 clusters
  Score: Raw -978523.756731 + Penalty 3043.162313 = -975480.594418
  nChanged 7
		SP:Iteration 75Q (148441.770000 sec): 3 clusters
  Score: Raw -978525.262534 + Penalty 3043.162313 = -975482.100221
  nChanged 6
		SP:Iteration 76Q (148441.910000 sec): 3 clusters
  Score: Raw -978527.023797 + Penalty 3043.162313 = -975483.861484
  nChanged 4
		SP:Iteration 77Q (148442.090000 sec): 3 clusters
  Score: Raw -978528.517276 + Penalty 3043.162313 = -975485.354963
  nChanged 8
		SP:Iteration 78Q (148442.240000 sec): 3 clusters
  Score: Raw -978530.249268 + Penalty 3043.162313 = -975487.086955
  nChanged 7
		SP:Iteration 79Q (148442.410000 sec): 3 clusters
  Score: Raw -978532.237327 + Penalty 3043.162313 = -975489.075014
  nChanged 5
		SP:Iteration 80F (148442.570000 sec): 3 clusters
  Score: Raw -978533.293761 + Penalty 3043.162313 = -975490.131448
  nChanged 4
		SP:Iteration 81Q (148442.740000 sec): 3 clusters
  Score: Raw -978534.167895 + Penalty 3043.162313 = -975491.005582
  nChanged 4
		SP:Iteration 82Q (148442.900000 sec): 3 clusters
  Score: Raw -978535.426470 + Penalty 3043.162313 = -975492.264157
  nChanged 4
		SP:Iteration 83Q (148443.050000 sec): 3 clusters
  Score: Raw -978536.148681 + Penalty 3043.162313 = -975492.986368
  nChanged 3
		SP:Iteration 84Q (148443.240000 sec): 3 clusters
  Score: Raw -978537.512558 + Penalty 3043.162313 = -975494.350245
  nChanged 3
		SP:Iteration 85Q (148443.390000 sec): 3 clusters
  Score: Raw -978538.274928 + Penalty 3043.162313 = -975495.112615
  nChanged 3
		SP:Iteration 86Q (148443.570000 sec): 3 clusters
  Score: Raw -978539.315666 + Penalty 3043.162313 = -975496.153352
  nChanged 4
		SP:Iteration 87Q (148443.720000 sec): 3 clusters
  Score: Raw -978540.330605 + Penalty 3043.162313 = -975497.168292
  nChanged 4
		SP:Iteration 88Q (148443.890000 sec): 3 clusters
  Score: Raw -978541.107087 + Penalty 3043.162313 = -975497.944774
  nChanged 1
		SP:Iteration 89Q (148444.040000 sec): 3 clusters
  Score: Raw -978541.315294 + Penalty 3043.162313 = -975498.152981
  nChanged 3
		SP:Iteration 90Q (148444.210000 sec): 3 clusters
  Score: Raw -978542.093777 + Penalty 3043.162313 = -975498.931464
  nChanged 2
		SP:Iteration 91Q (148444.360000 sec): 3 clusters
  Score: Raw -978542.441624 + Penalty 3043.162313 = -975499.279311
  nChanged 1
		SP:Iteration 92Q (148444.520000 sec): 3 clusters
  Score: Raw -978542.633804 + Penalty 3043.162313 = -975499.471491
  nChanged 0
		SP:Iteration 93F (148444.720000 sec): 3 clusters
  Score: Raw -978542.633804 + Penalty 3043.162313 = -975499.471491
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 69 (3173 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (148444.790000 sec): 2 clusters
  Score: Raw -263651.876879 + Penalty 1310.145329 = -262341.731550
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (148444.860000 sec): 3 clusters
  Score: Raw -262112.792181 + Penalty 2620.290657 = -259492.501523
  nChanged 1217
		SP:Iteration 1F (148444.920000 sec): 3 clusters
  Score: Raw -262794.975548 + Penalty 2620.290657 = -260174.684891
  nChanged 304
		SP:Iteration 2F (148444.980000 sec): 3 clusters
  Score: Raw -263092.680402 + Penalty 2620.290657 = -260472.389744
  nChanged 272
		SP:Iteration 3F (148445.040000 sec): 3 clusters
  Score: Raw -263405.500639 + Penalty 2620.290657 = -260785.209982
  nChanged 268
		SP:Iteration 4F (148445.100000 sec): 3 clusters
  Score: Raw -263673.458525 + Penalty 2620.290657 = -261053.167868
  nChanged 198
		SP:Iteration 5F (148445.160000 sec): 3 clusters
  Score: Raw -263835.184879 + Penalty 2620.290657 = -261214.894222
  nChanged 125
		SP:Iteration 6Q (148445.220000 sec): 3 clusters
  Score: Raw -263926.998728 + Penalty 2620.290657 = -261306.708070
  nChanged 85
		SP:Iteration 7Q (148445.280000 sec): 3 clusters
  Score: Raw -263981.079973 + Penalty 2620.290657 = -261360.789316
  nChanged 57
		SP:Iteration 8Q (148445.340000 sec): 3 clusters
  Score: Raw -264017.604660 + Penalty 2620.290657 = -261397.314003
  nChanged 39
		SP:Iteration 9Q (148445.400000 sec): 3 clusters
  Score: Raw -264036.815292 + Penalty 2620.290657 = -261416.524635
  nChanged 23
		SP:Iteration 10Q (148445.460000 sec): 3 clusters
  Score: Raw -264050.497290 + Penalty 2620.290657 = -261430.206633
  nChanged 23
		SP:Iteration 11Q (148445.510000 sec): 3 clusters
  Score: Raw -264066.336240 + Penalty 2620.290657 = -261446.045583
  nChanged 31
		SP:Iteration 12Q (148445.570000 sec): 3 clusters
  Score: Raw -264085.277114 + Penalty 2620.290657 = -261464.986457
  nChanged 34
		SP:Iteration 13Q (148445.630000 sec): 3 clusters
  Score: Raw -264103.782194 + Penalty 2620.290657 = -261483.491536
  nChanged 35
		SP:Iteration 14Q (148445.690000 sec): 3 clusters
  Score: Raw -264123.465302 + Penalty 2620.290657 = -261503.174645
  nChanged 40
		SP:Iteration 15Q (148445.750000 sec): 3 clusters
  Score: Raw -264149.839922 + Penalty 2620.290657 = -261529.549265
  nChanged 34
		SP:Iteration 16Q (148445.810000 sec): 3 clusters
  Score: Raw -264169.119824 + Penalty 2620.290657 = -261548.829167
  nChanged 25
		SP:Iteration 17Q (148445.870000 sec): 3 clusters
  Score: Raw -264180.518772 + Penalty 2620.290657 = -261560.228115
  nChanged 23
		SP:Iteration 18Q (148445.930000 sec): 3 clusters
  Score: Raw -264190.988050 + Penalty 2620.290657 = -261570.697393
  nChanged 22
		SP:Iteration 19Q (148445.990000 sec): 3 clusters
  Score: Raw -264203.128443 + Penalty 2620.290657 = -261582.837786
  nChanged 21
		SP:Iteration 20F (148446.050000 sec): 3 clusters
  Score: Raw -264214.172519 + Penalty 2620.290657 = -261593.881861
  nChanged 25
		SP:Iteration 21Q (148446.110000 sec): 3 clusters
  Score: Raw -264232.778359 + Penalty 2620.290657 = -261612.487702
  nChanged 39
		SP:Iteration 22Q (148446.170000 sec): 3 clusters
  Score: Raw -264265.530949 + Penalty 2620.290657 = -261645.240292
  nChanged 48
		SP:Iteration 23Q (148446.230000 sec): 3 clusters
  Score: Raw -264310.614293 + Penalty 2620.290657 = -261690.323636
  nChanged 49
		SP:Iteration 24Q (148446.290000 sec): 3 clusters
  Score: Raw -264355.123754 + Penalty 2620.290657 = -261734.833097
  nChanged 48
		SP:Iteration 25Q (148446.350000 sec): 3 clusters
  Score: Raw -264395.643941 + Penalty 2620.290657 = -261775.353283
  nChanged 42
		SP:Iteration 26Q (148446.410000 sec): 3 clusters
  Score: Raw -264431.262202 + Penalty 2620.290657 = -261810.971544
  nChanged 33
		SP:Iteration 27Q (148446.460000 sec): 3 clusters
  Score: Raw -264457.444300 + Penalty 2620.290657 = -261837.153642
  nChanged 33
		SP:Iteration 28Q (148446.520000 sec): 3 clusters
  Score: Raw -264476.900580 + Penalty 2620.290657 = -261856.609923
  nChanged 14
		SP:Iteration 29Q (148446.580000 sec): 3 clusters
  Score: Raw -264483.950406 + Penalty 2620.290657 = -261863.659748
  nChanged 13
		SP:Iteration 30Q (148446.640000 sec): 3 clusters
  Score: Raw -264489.327277 + Penalty 2620.290657 = -261869.036620
  nChanged 8
		SP:Iteration 31Q (148446.690000 sec): 3 clusters
  Score: Raw -264493.224735 + Penalty 2620.290657 = -261872.934078
  nChanged 10
		SP:Iteration 32Q (148446.750000 sec): 3 clusters
  Score: Raw -264497.533879 + Penalty 2620.290657 = -261877.243222
  nChanged 11
		SP:Iteration 33Q (148446.810000 sec): 3 clusters
  Score: Raw -264503.699209 + Penalty 2620.290657 = -261883.408552
  nChanged 11
		SP:Iteration 34Q (148446.870000 sec): 3 clusters
  Score: Raw -264508.620012 + Penalty 2620.290657 = -261888.329355
  nChanged 9
		SP:Iteration 35Q (148446.930000 sec): 3 clusters
  Score: Raw -264511.581438 + Penalty 2620.290657 = -261891.290780
  nChanged 6
		SP:Iteration 36Q (148446.990000 sec): 3 clusters
  Score: Raw -264513.877905 + Penalty 2620.290657 = -261893.587248
  nChanged 5
		SP:Iteration 37Q (148447.040000 sec): 3 clusters
  Score: Raw -264515.628103 + Penalty 2620.290657 = -261895.337446
  nChanged 9
		SP:Iteration 38Q (148447.100000 sec): 3 clusters
  Score: Raw -264519.903745 + Penalty 2620.290657 = -261899.613088
  nChanged 10
		SP:Iteration 39Q (148447.160000 sec): 3 clusters
  Score: Raw -264523.865152 + Penalty 2620.290657 = -261903.574495
  nChanged 7
		SP:Iteration 40F (148447.210000 sec): 3 clusters
  Score: Raw -264526.082637 + Penalty 2620.290657 = -261905.791979
  nChanged 9
		SP:Iteration 41Q (148447.270000 sec): 3 clusters
  Score: Raw -264530.695855 + Penalty 2620.290657 = -261910.405198
  nChanged 6
		SP:Iteration 42Q (148447.330000 sec): 3 clusters
  Score: Raw -264533.814379 + Penalty 2620.290657 = -261913.523721
  nChanged 7
		SP:Iteration 43Q (148447.390000 sec): 3 clusters
  Score: Raw -264536.297271 + Penalty 2620.290657 = -261916.006614
  nChanged 7
		SP:Iteration 44Q (148447.450000 sec): 3 clusters
  Score: Raw -264538.487526 + Penalty 2620.290657 = -261918.196869
  nChanged 7
		SP:Iteration 45Q (148447.500000 sec): 3 clusters
  Score: Raw -264540.030989 + Penalty 2620.290657 = -261919.740332
  nChanged 3
		SP:Iteration 46Q (148447.560000 sec): 3 clusters
  Score: Raw -264540.804595 + Penalty 2620.290657 = -261920.513937
  nChanged 1
		SP:Iteration 47Q (148447.620000 sec): 3 clusters
  Score: Raw -264541.121307 + Penalty 2620.290657 = -261920.830650
  nChanged 0
		SP:Iteration 48F (148447.680000 sec): 3 clusters
  Score: Raw -264541.121307 + Penalty 2620.290657 = -261920.830650
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 70 (1402 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (148447.730000 sec): 2 clusters
  Score: Raw -115860.927093 + Penalty 1177.418948 = -114683.508144
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (148447.760000 sec): 3 clusters
  Score: Raw -115313.884196 + Penalty 2354.837897 = -112959.046299
  nChanged 442
		SP:Iteration 1F (148447.790000 sec): 3 clusters
  Score: Raw -115648.591764 + Penalty 2354.837897 = -113293.753867
  nChanged 102
		SP:Iteration 2F (148447.820000 sec): 3 clusters
  Score: Raw -115741.750602 + Penalty 2354.837897 = -113386.912705
  nChanged 67
		SP:Iteration 3Q (148447.840000 sec): 3 clusters
  Score: Raw -115813.629796 + Penalty 2354.837897 = -113458.791899
  nChanged 64
		SP:Iteration 4Q (148447.870000 sec): 3 clusters
  Score: Raw -115892.564600 + Penalty 2354.837897 = -113537.726703
  nChanged 54
		SP:Iteration 5Q (148447.900000 sec): 3 clusters
  Score: Raw -115965.995704 + Penalty 2354.837897 = -113611.157807
  nChanged 66
		SP:Iteration 6Q (148447.930000 sec): 3 clusters
  Score: Raw -116036.160456 + Penalty 2354.837897 = -113681.322559
  nChanged 58
		SP:Iteration 7Q (148447.950000 sec): 3 clusters
  Score: Raw -116100.464917 + Penalty 2354.837897 = -113745.627020
  nChanged 50
		SP:Iteration 8Q (148447.980000 sec): 3 clusters
  Score: Raw -116161.170340 + Penalty 2354.837897 = -113806.332443
  nChanged 42
		SP:Iteration 9Q (148448.010000 sec): 3 clusters
  Score: Raw -116210.415851 + Penalty 2354.837897 = -113855.577954
  nChanged 33
		SP:Iteration 10Q (148448.030000 sec): 3 clusters
  Score: Raw -116239.331560 + Penalty 2354.837897 = -113884.493663
  nChanged 18
		SP:Iteration 11Q (148448.060000 sec): 3 clusters
  Score: Raw -116256.932164 + Penalty 2354.837897 = -113902.094267
  nChanged 14
		SP:Iteration 12Q (148448.090000 sec): 3 clusters
  Score: Raw -116268.564067 + Penalty 2354.837897 = -113913.726170
  nChanged 7
		SP:Iteration 13Q (148448.110000 sec): 3 clusters
  Score: Raw -116274.263800 + Penalty 2354.837897 = -113919.425903
  nChanged 2
		SP:Iteration 14Q (148448.140000 sec): 3 clusters
  Score: Raw -116275.435368 + Penalty 2354.837897 = -113920.597471
  nChanged 1
		SP:Iteration 15Q (148448.170000 sec): 3 clusters
  Score: Raw -116277.178082 + Penalty 2354.837897 = -113922.340185
  nChanged 1
		SP:Iteration 16Q (148448.190000 sec): 3 clusters
  Score: Raw -116277.862613 + Penalty 2354.837897 = -113923.024716
  nChanged 0
		SP:Iteration 17F (148448.220000 sec): 3 clusters
  Score: Raw -116278.309678 + Penalty 2354.837897 = -113923.471781
  nChanged 1
		SP:Iteration 18Q (148448.250000 sec): 3 clusters
  Score: Raw -116282.591987 + Penalty 2354.837897 = -113927.754090
  nChanged 4
		SP:Iteration 19Q (148448.270000 sec): 3 clusters
  Score: Raw -116284.987614 + Penalty 2354.837897 = -113930.149717
  nChanged 5
		SP:Iteration 20F (148448.300000 sec): 3 clusters
  Score: Raw -116287.959517 + Penalty 2354.837897 = -113933.121620
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 71 (2316 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (148448.370000 sec): 2 clusters
  Score: Raw -199004.655765 + Penalty 1258.984486 = -197745.671279
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (148448.410000 sec): 3 clusters
  Score: Raw -197994.100153 + Penalty 2517.968973 = -195476.131181
  nChanged 804
		SP:Iteration 1F (148448.450000 sec): 3 clusters
  Score: Raw -198481.843546 + Penalty 2517.968973 = -195963.874573
  nChanged 176
		SP:Iteration 2F (148448.500000 sec): 3 clusters
  Score: Raw -198584.208843 + Penalty 2517.968973 = -196066.239870
  nChanged 102
		SP:Iteration 3Q (148448.540000 sec): 3 clusters
  Score: Raw -198659.007078 + Penalty 2517.968973 = -196141.038105
  nChanged 86
		SP:Iteration 4Q (148448.590000 sec): 3 clusters
  Score: Raw -198723.609108 + Penalty 2517.968973 = -196205.640135
  nChanged 74
		SP:Iteration 5Q (148448.630000 sec): 3 clusters
  Score: Raw -198772.124683 + Penalty 2517.968973 = -196254.155711
  nChanged 66
		SP:Iteration 6Q (148448.680000 sec): 3 clusters
  Score: Raw -198821.004840 + Penalty 2517.968973 = -196303.035868
  nChanged 71
		SP:Iteration 7Q (148448.720000 sec): 3 clusters
  Score: Raw -198882.330676 + Penalty 2517.968973 = -196364.361704
  nChanged 83
		SP:Iteration 8Q (148448.770000 sec): 3 clusters
  Score: Raw -198945.598364 + Penalty 2517.968973 = -196427.629392
  nChanged 71
		SP:Iteration 9Q (148448.810000 sec): 3 clusters
  Score: Raw -198992.521028 + Penalty 2517.968973 = -196474.552055
  nChanged 56
		SP:Iteration 10Q (148448.850000 sec): 3 clusters
  Score: Raw -199026.445213 + Penalty 2517.968973 = -196508.476241
  nChanged 44
		SP:Iteration 11Q (148448.900000 sec): 3 clusters
  Score: Raw -199062.570991 + Penalty 2517.968973 = -196544.602018
  nChanged 44
		SP:Iteration 12Q (148448.950000 sec): 3 clusters
  Score: Raw -199087.563250 + Penalty 2517.968973 = -196569.594278
  nChanged 30
		SP:Iteration 13Q (148448.990000 sec): 3 clusters
  Score: Raw -199104.456918 + Penalty 2517.968973 = -196586.487945
  nChanged 28
		SP:Iteration 14Q (148449.030000 sec): 3 clusters
  Score: Raw -199119.638989 + Penalty 2517.968973 = -196601.670016
  nChanged 22
		SP:Iteration 15Q (148449.080000 sec): 3 clusters
  Score: Raw -199131.590615 + Penalty 2517.968973 = -196613.621643
  nChanged 17
		SP:Iteration 16Q (148449.120000 sec): 3 clusters
  Score: Raw -199139.514466 + Penalty 2517.968973 = -196621.545494
  nChanged 16
		SP:Iteration 17Q (148449.170000 sec): 3 clusters
  Score: Raw -199146.423910 + Penalty 2517.968973 = -196628.454938
  nChanged 13
		SP:Iteration 18Q (148449.220000 sec): 3 clusters
  Score: Raw -199152.860172 + Penalty 2517.968973 = -196634.891200
  nChanged 11
		SP:Iteration 19Q (148449.260000 sec): 3 clusters
  Score: Raw -199157.667833 + Penalty 2517.968973 = -196639.698860
  nChanged 13
		SP:Iteration 20F (148449.310000 sec): 3 clusters
  Score: Raw -199164.894335 + Penalty 2517.968973 = -196646.925362
  nChanged 14
		SP:Iteration 21Q (148449.350000 sec): 3 clusters
  Score: Raw -199171.123775 + Penalty 2517.968973 = -196653.154802
  nChanged 13
		SP:Iteration 22Q (148449.400000 sec): 3 clusters
  Score: Raw -199176.470452 + Penalty 2517.968973 = -196658.501479
  nChanged 15
		SP:Iteration 23Q (148449.440000 sec): 3 clusters
  Score: Raw -199183.353589 + Penalty 2517.968973 = -196665.384616
  nChanged 16
		SP:Iteration 24Q (148449.480000 sec): 3 clusters
  Score: Raw -199189.164407 + Penalty 2517.968973 = -196671.195435
  nChanged 7
		SP:Iteration 25Q (148449.530000 sec): 3 clusters
  Score: Raw -199191.922471 + Penalty 2517.968973 = -196673.953499
  nChanged 2
		SP:Iteration 26Q (148449.580000 sec): 3 clusters
  Score: Raw -199193.606472 + Penalty 2517.968973 = -196675.637499
  nChanged 2
		SP:Iteration 27Q (148449.620000 sec): 3 clusters
  Score: Raw -199194.770954 + Penalty 2517.968973 = -196676.801981
  nChanged 1
		SP:Iteration 28Q (148449.660000 sec): 3 clusters
  Score: Raw -199195.202925 + Penalty 2517.968973 = -196677.233952
  nChanged 2
		SP:Iteration 29Q (148449.710000 sec): 3 clusters
  Score: Raw -199195.589810 + Penalty 2517.968973 = -196677.620838
  nChanged 1
		SP:Iteration 30Q (148449.750000 sec): 3 clusters
  Score: Raw -199196.061640 + Penalty 2517.968973 = -196678.092667
  nChanged 3
		SP:Iteration 31Q (148449.800000 sec): 3 clusters
  Score: Raw -199196.884127 + Penalty 2517.968973 = -196678.915154
  nChanged 2
		SP:Iteration 32Q (148449.840000 sec): 3 clusters
  Score: Raw -199198.019005 + Penalty 2517.968973 = -196680.050033
  nChanged 3
		SP:Iteration 33Q (148449.890000 sec): 3 clusters
  Score: Raw -199198.933877 + Penalty 2517.968973 = -196680.964905
  nChanged 3
		SP:Iteration 34Q (148449.930000 sec): 3 clusters
  Score: Raw -199199.742131 + Penalty 2517.968973 = -196681.773158
  nChanged 5
		SP:Iteration 35Q (148449.980000 sec): 3 clusters
  Score: Raw -199201.742201 + Penalty 2517.968973 = -196683.773228
  nChanged 7
		SP:Iteration 36Q (148450.020000 sec): 3 clusters
  Score: Raw -199203.879432 + Penalty 2517.968973 = -196685.910459
  nChanged 7
		SP:Iteration 37Q (148450.070000 sec): 3 clusters
  Score: Raw -199207.479073 + Penalty 2517.968973 = -196689.510101
  nChanged 6
		SP:Iteration 38Q (148450.110000 sec): 3 clusters
  Score: Raw -199210.213169 + Penalty 2517.968973 = -196692.244196
  nChanged 4
		SP:Iteration 39Q (148450.160000 sec): 3 clusters
  Score: Raw -199211.773623 + Penalty 2517.968973 = -196693.804650
  nChanged 5
		SP:Iteration 40F (148450.200000 sec): 3 clusters
  Score: Raw -199213.501745 + Penalty 2517.968973 = -196695.532772
  nChanged 4
		SP:Iteration 41Q (148450.240000 sec): 3 clusters
  Score: Raw -199214.618350 + Penalty 2517.968973 = -196696.649378
  nChanged 1
		SP:Iteration 42Q (148450.290000 sec): 3 clusters
  Score: Raw -199214.941276 + Penalty 2517.968973 = -196696.972303
  nChanged 0
		SP:Iteration 43F (148450.330000 sec): 3 clusters
  Score: Raw -199214.941276 + Penalty 2517.968973 = -196696.972303
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 72 (3647 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (148450.400000 sec): 2 clusters
  Score: Raw -334964.614472 + Penalty 1332.769781 = -333631.844691
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (148450.480000 sec): 3 clusters
  Score: Raw -333145.910038 + Penalty 2665.539562 = -330480.370476
  nChanged 1461
		SP:Iteration 1F (148450.540000 sec): 3 clusters
  Score: Raw -333993.665070 + Penalty 2665.539562 = -331328.125508
  nChanged 273
		SP:Iteration 2F (148450.620000 sec): 3 clusters
  Score: Raw -334134.110643 + Penalty 2665.539562 = -331468.571081
  nChanged 169
		SP:Iteration 3Q (148450.690000 sec): 3 clusters
  Score: Raw -334215.598339 + Penalty 2665.539562 = -331550.058777
  nChanged 112
		SP:Iteration 4Q (148450.760000 sec): 3 clusters
  Score: Raw -334271.910191 + Penalty 2665.539562 = -331606.370629
  nChanged 78
		SP:Iteration 5Q (148450.840000 sec): 3 clusters
  Score: Raw -334307.169488 + Penalty 2665.539562 = -331641.629926
  nChanged 83
		SP:Iteration 6Q (148450.910000 sec): 3 clusters
  Score: Raw -334342.860815 + Penalty 2665.539562 = -331677.321253
  nChanged 80
		SP:Iteration 7Q (148450.980000 sec): 3 clusters
  Score: Raw -334377.504108 + Penalty 2665.539562 = -331711.964546
  nChanged 83
		SP:Iteration 8Q (148451.060000 sec): 3 clusters
  Score: Raw -334411.033936 + Penalty 2665.539562 = -331745.494374
  nChanged 81
		SP:Iteration 9Q (148451.130000 sec): 3 clusters
  Score: Raw -334452.219512 + Penalty 2665.539562 = -331786.679950
  nChanged 111
		SP:Iteration 10Q (148451.200000 sec): 3 clusters
  Score: Raw -334524.274470 + Penalty 2665.539562 = -331858.734908
  nChanged 147
		SP:Iteration 11Q (148451.270000 sec): 3 clusters
  Score: Raw -334636.306046 + Penalty 2665.539562 = -331970.766484
  nChanged 147
		SP:Iteration 12Q (148451.350000 sec): 3 clusters
  Score: Raw -334761.833433 + Penalty 2665.539562 = -332096.293871
  nChanged 167
		SP:Iteration 13Q (148451.420000 sec): 3 clusters
  Score: Raw -334927.801979 + Penalty 2665.539562 = -332262.262417
  nChanged 189
		SP:Iteration 14F (148451.490000 sec): 3 clusters
  Score: Raw -335088.969468 + Penalty 2665.539562 = -332423.429906
  nChanged 162
		SP:Iteration 15Q (148451.560000 sec): 3 clusters
  Score: Raw -335224.557990 + Penalty 2665.539562 = -332559.018428
  nChanged 152
		SP:Iteration 16Q (148451.640000 sec): 3 clusters
  Score: Raw -335345.744639 + Penalty 2665.539562 = -332680.205077
  nChanged 124
		SP:Iteration 17Q (148451.710000 sec): 3 clusters
  Score: Raw -335443.393607 + Penalty 2665.539562 = -332777.854045
  nChanged 94
		SP:Iteration 18Q (148451.780000 sec): 3 clusters
  Score: Raw -335501.375387 + Penalty 2665.539562 = -332835.835824
  nChanged 72
		SP:Iteration 19Q (148451.850000 sec): 3 clusters
  Score: Raw -335546.737253 + Penalty 2665.539562 = -332881.197691
  nChanged 57
		SP:Iteration 20F (148451.920000 sec): 3 clusters
  Score: Raw -335578.896502 + Penalty 2665.539562 = -332913.356939
  nChanged 43
		SP:Iteration 21Q (148452.000000 sec): 3 clusters
  Score: Raw -335599.594158 + Penalty 2665.539562 = -332934.054596
  nChanged 35
		SP:Iteration 22Q (148452.070000 sec): 3 clusters
  Score: Raw -335613.295236 + Penalty 2665.539562 = -332947.755674
  nChanged 25
		SP:Iteration 23Q (148452.140000 sec): 3 clusters
  Score: Raw -335623.111473 + Penalty 2665.539562 = -332957.571911
  nChanged 25
		SP:Iteration 24Q (148452.210000 sec): 3 clusters
  Score: Raw -335632.704376 + Penalty 2665.539562 = -332967.164814
  nChanged 20
		SP:Iteration 25Q (148452.280000 sec): 3 clusters
  Score: Raw -335639.980584 + Penalty 2665.539562 = -332974.441022
  nChanged 18
		SP:Iteration 26Q (148452.350000 sec): 3 clusters
  Score: Raw -335645.255245 + Penalty 2665.539562 = -332979.715683
  nChanged 12
		SP:Iteration 27Q (148452.420000 sec): 3 clusters
  Score: Raw -335648.646224 + Penalty 2665.539562 = -332983.106662
  nChanged 4
		SP:Iteration 28Q (148452.500000 sec): 3 clusters
  Score: Raw -335649.599503 + Penalty 2665.539562 = -332984.059941
  nChanged 4
		SP:Iteration 29Q (148452.560000 sec): 3 clusters
  Score: Raw -335650.692862 + Penalty 2665.539562 = -332985.153300
  nChanged 6
		SP:Iteration 30Q (148452.640000 sec): 3 clusters
  Score: Raw -335652.623873 + Penalty 2665.539562 = -332987.084311
  nChanged 4
		SP:Iteration 31Q (148452.710000 sec): 3 clusters
  Score: Raw -335653.535929 + Penalty 2665.539562 = -332987.996367
  nChanged 1
		SP:Iteration 32Q (148452.780000 sec): 3 clusters
  Score: Raw -335653.733193 + Penalty 2665.539562 = -332988.193631
  nChanged 1
		SP:Iteration 33Q (148452.850000 sec): 3 clusters
  Score: Raw -335653.955622 + Penalty 2665.539562 = -332988.416060
  nChanged 0
		SP:Iteration 34F (148452.920000 sec): 3 clusters
  Score: Raw -335653.955622 + Penalty 2665.539562 = -332988.416060
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 73 (2680 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (148452.990000 sec): 2 clusters
  Score: Raw -207490.809009 + Penalty 1282.705462 = -206208.103547
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (148453.040000 sec): 3 clusters
  Score: Raw -206361.660488 + Penalty 2565.410924 = -203796.249565
  nChanged 1020
		SP:Iteration 1F (148453.090000 sec): 3 clusters
  Score: Raw -207503.740490 + Penalty 2565.410924 = -204938.329566
  nChanged 287
		SP:Iteration 2F (148453.140000 sec): 3 clusters
  Score: Raw -207920.569349 + Penalty 2565.410924 = -205355.158426
  nChanged 199
		SP:Iteration 3F (148453.190000 sec): 3 clusters
  Score: Raw -208227.003248 + Penalty 2565.410924 = -205661.592324
  nChanged 167
		SP:Iteration 4F (148453.240000 sec): 3 clusters
  Score: Raw -208453.064537 + Penalty 2565.410924 = -205887.653613
  nChanged 127
		SP:Iteration 5Q (148453.290000 sec): 3 clusters
  Score: Raw -208575.954598 + Penalty 2565.410924 = -206010.543674
  nChanged 67
		SP:Iteration 6Q (148453.340000 sec): 3 clusters
  Score: Raw -208629.143275 + Penalty 2565.410924 = -206063.732351
  nChanged 49
		SP:Iteration 7Q (148453.380000 sec): 3 clusters
  Score: Raw -208660.886651 + Penalty 2565.410924 = -206095.475727
  nChanged 29
		SP:Iteration 8Q (148453.430000 sec): 3 clusters
  Score: Raw -208681.969159 + Penalty 2565.410924 = -206116.558235
  nChanged 22
		SP:Iteration 9Q (148453.480000 sec): 3 clusters
  Score: Raw -208691.925006 + Penalty 2565.410924 = -206126.514082
  nChanged 12
		SP:Iteration 10Q (148453.530000 sec): 3 clusters
  Score: Raw -208697.278010 + Penalty 2565.410924 = -206131.867086
  nChanged 10
		SP:Iteration 11Q (148453.580000 sec): 3 clusters
  Score: Raw -208700.303944 + Penalty 2565.410924 = -206134.893021
  nChanged 2
		SP:Iteration 12Q (148453.630000 sec): 3 clusters
  Score: Raw -208700.860972 + Penalty 2565.410924 = -206135.450048
  nChanged 2
		SP:Iteration 13Q (148453.680000 sec): 3 clusters
  Score: Raw -208701.413005 + Penalty 2565.410924 = -206136.002081
  nChanged 1
		SP:Iteration 14Q (148453.730000 sec): 3 clusters
  Score: Raw -208701.647767 + Penalty 2565.410924 = -206136.236843
  nChanged 0
		SP:Iteration 15F (148453.780000 sec): 3 clusters
  Score: Raw -208701.647767 + Penalty 2565.410924 = -206136.236843
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 74 (7427 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (148453.870000 sec): 2 clusters
  Score: Raw -648533.679252 + Penalty 1448.342559 = -647085.336692
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (148454.040000 sec): 3 clusters
  Score: Raw -644460.901542 + Penalty 2896.685118 = -641564.216423
  nChanged 3109
		SP:Iteration 1F (148454.150000 sec): 3 clusters
  Score: Raw -646238.895607 + Penalty 2896.685118 = -643342.210489
  nChanged 565
		SP:Iteration 2F (148454.270000 sec): 3 clusters
  Score: Raw -646589.936517 + Penalty 2896.685118 = -643693.251399
  nChanged 504
		SP:Iteration 3F (148454.380000 sec): 3 clusters
  Score: Raw -646893.776084 + Penalty 2896.685118 = -643997.090966
  nChanged 409
		SP:Iteration 4F (148454.500000 sec): 3 clusters
  Score: Raw -647144.937622 + Penalty 2896.685118 = -644248.252504
  nChanged 405
		SP:Iteration 5F (148454.610000 sec): 3 clusters
  Score: Raw -647402.433163 + Penalty 2896.685118 = -644505.748045
  nChanged 372
		SP:Iteration 6F (148454.720000 sec): 3 clusters
  Score: Raw -647654.545204 + Penalty 2896.685118 = -644757.860085
  nChanged 328
		SP:Iteration 7Q (148454.840000 sec): 3 clusters
  Score: Raw -647874.636988 + Penalty 2896.685118 = -644977.951869
  nChanged 287
		SP:Iteration 8Q (148454.960000 sec): 3 clusters
  Score: Raw -648080.072541 + Penalty 2896.685118 = -645183.387423
  nChanged 239
		SP:Iteration 9Q (148455.070000 sec): 3 clusters
  Score: Raw -648252.427792 + Penalty 2896.685118 = -645355.742673
  nChanged 198
		SP:Iteration 10Q (148455.190000 sec): 3 clusters
  Score: Raw -648367.165062 + Penalty 2896.685118 = -645470.479943
  nChanged 145
		SP:Iteration 11Q (148455.300000 sec): 3 clusters
  Score: Raw -648463.521188 + Penalty 2896.685118 = -645566.836070
  nChanged 139
		SP:Iteration 12Q (148455.420000 sec): 3 clusters
  Score: Raw -648555.000664 + Penalty 2896.685118 = -645658.315545
  nChanged 109
		SP:Iteration 13Q (148455.540000 sec): 3 clusters
  Score: Raw -648621.137184 + Penalty 2896.685118 = -645724.452065
  nChanged 82
		SP:Iteration 14Q (148455.650000 sec): 3 clusters
  Score: Raw -648664.293650 + Penalty 2896.685118 = -645767.608532
  nChanged 60
		SP:Iteration 15Q (148455.780000 sec): 3 clusters
  Score: Raw -648695.751506 + Penalty 2896.685118 = -645799.066388
  nChanged 49
		SP:Iteration 16Q (148455.900000 sec): 3 clusters
  Score: Raw -648722.537832 + Penalty 2896.685118 = -645825.852714
  nChanged 35
		SP:Iteration 17Q (148456.020000 sec): 3 clusters
  Score: Raw -648742.525944 + Penalty 2896.685118 = -645845.840826
  nChanged 31
		SP:Iteration 18Q (148456.140000 sec): 3 clusters
  Score: Raw -648762.065308 + Penalty 2896.685118 = -645865.380189
  nChanged 36
		SP:Iteration 19Q (148456.270000 sec): 3 clusters
  Score: Raw -648781.339459 + Penalty 2896.685118 = -645884.654340
  nChanged 22
		SP:Iteration 20F (148456.400000 sec): 3 clusters
  Score: Raw -648794.684549 + Penalty 2896.685118 = -645897.999430
  nChanged 21
		SP:Iteration 21Q (148456.520000 sec): 3 clusters
  Score: Raw -648805.113171 + Penalty 2896.685118 = -645908.428053
  nChanged 16
		SP:Iteration 22Q (148456.640000 sec): 3 clusters
  Score: Raw -648813.338124 + Penalty 2896.685118 = -645916.653005
  nChanged 18
		SP:Iteration 23Q (148456.760000 sec): 3 clusters
  Score: Raw -648821.906356 + Penalty 2896.685118 = -645925.221238
  nChanged 16
		SP:Iteration 24Q (148456.880000 sec): 3 clusters
  Score: Raw -648830.195493 + Penalty 2896.685118 = -645933.510374
  nChanged 17
		SP:Iteration 25Q (148457.010000 sec): 3 clusters
  Score: Raw -648839.746901 + Penalty 2896.685118 = -645943.061782
  nChanged 12
		SP:Iteration 26Q (148457.130000 sec): 3 clusters
  Score: Raw -648843.381166 + Penalty 2896.685118 = -645946.696047
  nChanged 4
		SP:Iteration 27Q (148457.240000 sec): 3 clusters
  Score: Raw -648844.192767 + Penalty 2896.685118 = -645947.507648
  nChanged 1
		SP:Iteration 28Q (148457.360000 sec): 3 clusters
  Score: Raw -648844.441154 + Penalty 2896.685118 = -645947.756035
  nChanged 0
		SP:Iteration 29F (148457.490000 sec): 3 clusters
  Score: Raw -648844.441154 + Penalty 2896.685118 = -645947.756035
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 75 (2758 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (148457.560000 sec): 2 clusters
  Score: Raw -230663.599464 + Penalty 1287.367422 = -229376.232042
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (148457.620000 sec): 3 clusters
  Score: Raw -229338.255983 + Penalty 2574.734844 = -226763.521139
  nChanged 1047
		SP:Iteration 1F (148457.670000 sec): 3 clusters
  Score: Raw -229970.224414 + Penalty 2574.734844 = -227395.489570
  nChanged 230
		SP:Iteration 2F (148457.730000 sec): 3 clusters
  Score: Raw -230155.661403 + Penalty 2574.734844 = -227580.926559
  nChanged 173
		SP:Iteration 3F (148457.780000 sec): 3 clusters
  Score: Raw -230326.717885 + Penalty 2574.734844 = -227751.983041
  nChanged 179
		SP:Iteration 4F (148457.830000 sec): 3 clusters
  Score: Raw -230509.145449 + Penalty 2574.734844 = -227934.410605
  nChanged 170
		SP:Iteration 5F (148457.880000 sec): 3 clusters
  Score: Raw -230672.047693 + Penalty 2574.734844 = -228097.312849
  nChanged 144
		SP:Iteration 6F (148457.930000 sec): 3 clusters
  Score: Raw -230799.008504 + Penalty 2574.734844 = -228224.273660
  nChanged 121
		SP:Iteration 7Q (148457.980000 sec): 3 clusters
  Score: Raw -230907.788547 + Penalty 2574.734844 = -228333.053703
  nChanged 98
		SP:Iteration 8Q (148458.040000 sec): 3 clusters
  Score: Raw -230986.821975 + Penalty 2574.734844 = -228412.087131
  nChanged 71
		SP:Iteration 9Q (148458.090000 sec): 3 clusters
  Score: Raw -231035.715994 + Penalty 2574.734844 = -228460.981150
  nChanged 44
		SP:Iteration 10Q (148458.140000 sec): 3 clusters
  Score: Raw -231060.462270 + Penalty 2574.734844 = -228485.727426
  nChanged 26
		SP:Iteration 11Q (148458.190000 sec): 3 clusters
  Score: Raw -231074.586791 + Penalty 2574.734844 = -228499.851947
  nChanged 22
		SP:Iteration 12Q (148458.240000 sec): 3 clusters
  Score: Raw -231086.283358 + Penalty 2574.734844 = -228511.548514
  nChanged 18
		SP:Iteration 13Q (148458.300000 sec): 3 clusters
  Score: Raw -231093.771799 + Penalty 2574.734844 = -228519.036955
  nChanged 5
		SP:Iteration 14Q (148458.350000 sec): 3 clusters
  Score: Raw -231095.634492 + Penalty 2574.734844 = -228520.899648
  nChanged 6
		SP:Iteration 15Q (148458.400000 sec): 3 clusters
  Score: Raw -231098.248490 + Penalty 2574.734844 = -228523.513646
  nChanged 4
		SP:Iteration 16Q (148458.450000 sec): 3 clusters
  Score: Raw -231100.193490 + Penalty 2574.734844 = -228525.458646
  nChanged 3
		SP:Iteration 17Q (148458.500000 sec): 3 clusters
  Score: Raw -231102.461105 + Penalty 2574.734844 = -228527.726261
  nChanged 2
		SP:Iteration 18Q (148458.560000 sec): 3 clusters
  Score: Raw -231103.432411 + Penalty 2574.734844 = -228528.697567
  nChanged 3
		SP:Iteration 19Q (148458.610000 sec): 3 clusters
  Score: Raw -231104.635047 + Penalty 2574.734844 = -228529.900203
  nChanged 1
		SP:Iteration 20F (148458.660000 sec): 3 clusters
  Score: Raw -231105.209444 + Penalty 2574.734844 = -228530.474600
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 76 (574 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (148458.700000 sec): 2 clusters
  Score: Raw -42244.783839 + Penalty 1032.302277 = -41212.481562
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (148458.710000 sec): 3 clusters
  Score: Raw -42202.109113 + Penalty 2064.604554 = -40137.504560
  nChanged 161
		SP:Iteration 1F (148458.720000 sec): 3 clusters
  Score: Raw -42421.960038 + Penalty 2064.604554 = -40357.355484
  nChanged 43
		SP:Iteration 2F (148458.740000 sec): 3 clusters
  Score: Raw -42504.953273 + Penalty 2064.604554 = -40440.348719
  nChanged 29
		SP:Iteration 3F (148458.750000 sec): 3 clusters
  Score: Raw -42557.015759 + Penalty 2064.604554 = -40492.411206
  nChanged 15
		SP:Iteration 4Q (148458.760000 sec): 3 clusters
  Score: Raw -42587.661648 + Penalty 2064.604554 = -40523.057094
  nChanged 12
		SP:Iteration 5Q (148458.770000 sec): 3 clusters
  Score: Raw -42613.965545 + Penalty 2064.604554 = -40549.360991
  nChanged 10
		SP:Iteration 6Q (148458.780000 sec): 3 clusters
  Score: Raw -42628.458801 + Penalty 2064.604554 = -40563.854247
  nChanged 3
		SP:Iteration 7Q (148458.800000 sec): 3 clusters
  Score: Raw -42631.418784 + Penalty 2064.604554 = -40566.814230
  nChanged 3
		SP:Iteration 8Q (148458.810000 sec): 3 clusters
  Score: Raw -42638.396126 + Penalty 2064.604554 = -40573.791572
  nChanged 6
		SP:Iteration 9Q (148458.820000 sec): 3 clusters
  Score: Raw -42656.737215 + Penalty 2064.604554 = -40592.132661
  nChanged 8
		SP:Iteration 10Q (148458.830000 sec): 3 clusters
  Score: Raw -42681.177932 + Penalty 2064.604554 = -40616.573378
  nChanged 10
		SP:Iteration 11Q (148458.840000 sec): 3 clusters
  Score: Raw -42705.940353 + Penalty 2064.604554 = -40641.335799
  nChanged 10
		SP:Iteration 12Q (148458.850000 sec): 3 clusters
  Score: Raw -42724.219357 + Penalty 2064.604554 = -40659.614804
  nChanged 8
		SP:Iteration 13Q (148458.860000 sec): 3 clusters
  Score: Raw -42734.935518 + Penalty 2064.604554 = -40670.330964
  nChanged 8
		SP:Iteration 14Q (148458.880000 sec): 3 clusters
  Score: Raw -42748.673001 + Penalty 2064.604554 = -40684.068448
  nChanged 7
		SP:Iteration 15Q (148458.890000 sec): 3 clusters
  Score: Raw -42758.273763 + Penalty 2064.604554 = -40693.669209
  nChanged 3
		SP:Iteration 16Q (148458.900000 sec): 3 clusters
  Score: Raw -42760.333619 + Penalty 2064.604554 = -40695.729065
  nChanged 2
		SP:Iteration 17Q (148458.910000 sec): 3 clusters
  Score: Raw -42761.998927 + Penalty 2064.604554 = -40697.394374
  nChanged 2
		SP:Iteration 18Q (148458.920000 sec): 3 clusters
  Score: Raw -42764.908021 + Penalty 2064.604554 = -40700.303467
  nChanged 2
		SP:Iteration 19Q (148458.930000 sec): 3 clusters
  Score: Raw -42767.599227 + Penalty 2064.604554 = -40702.994673
  nChanged 2
		SP:Iteration 20F (148458.940000 sec): 3 clusters
  Score: Raw -42771.100568 + Penalty 2064.604554 = -40706.496014
  nChanged 2
		SP:Iteration 21Q (148458.960000 sec): 3 clusters
  Score: Raw -42776.160817 + Penalty 2064.604554 = -40711.556263
  nChanged 6
		SP:Iteration 22Q (148458.970000 sec): 3 clusters
  Score: Raw -42783.086542 + Penalty 2064.604554 = -40718.481989
  nChanged 3
		SP:Iteration 23Q (148458.980000 sec): 3 clusters
  Score: Raw -42789.252675 + Penalty 2064.604554 = -40724.648121
  nChanged 3
		SP:Iteration 24Q (148458.990000 sec): 3 clusters
  Score: Raw -42798.247787 + Penalty 2064.604554 = -40733.643233
  nChanged 4
		SP:Iteration 25Q (148459.000000 sec): 3 clusters
  Score: Raw -42803.912922 + Penalty 2064.604554 = -40739.308368
  nChanged 3
		SP:Iteration 26Q (148459.010000 sec): 3 clusters
  Score: Raw -42814.261844 + Penalty 2064.604554 = -40749.657290
  nChanged 1
		SP:Iteration 27Q (148459.020000 sec): 3 clusters
  Score: Raw -42816.524357 + Penalty 2064.604554 = -40751.919803
  nChanged 1
		SP:Iteration 28Q (148459.040000 sec): 3 clusters
  Score: Raw -42817.573215 + Penalty 2064.604554 = -40752.968662
  nChanged 0
		SP:Iteration 29F (148459.050000 sec): 3 clusters
  Score: Raw -42817.573215 + Penalty 2064.604554 = -40752.968662
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 77 (5273 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (148459.130000 sec): 2 clusters
  Score: Raw -448689.726127 + Penalty 1392.682645 = -447297.043482
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (148459.240000 sec): 3 clusters
  Score: Raw -445921.559582 + Penalty 2785.365290 = -443136.194292
  nChanged 2127
		SP:Iteration 1F (148459.340000 sec): 3 clusters
  Score: Raw -447143.581510 + Penalty 2785.365290 = -444358.216219
  nChanged 412
		SP:Iteration 2F (148459.440000 sec): 3 clusters
  Score: Raw -447396.666602 + Penalty 2785.365290 = -444611.301312
  nChanged 352
		SP:Iteration 3F (148459.530000 sec): 3 clusters
  Score: Raw -447616.954836 + Penalty 2785.365290 = -444831.589545
  nChanged 293
		SP:Iteration 4F (148459.620000 sec): 3 clusters
  Score: Raw -447798.048468 + Penalty 2785.365290 = -445012.683177
  nChanged 252
		SP:Iteration 5Q (148459.720000 sec): 3 clusters
  Score: Raw -447967.434963 + Penalty 2785.365290 = -445182.069673
  nChanged 262
		SP:Iteration 6Q (148459.820000 sec): 3 clusters
  Score: Raw -448144.367147 + Penalty 2785.365290 = -445359.001857
  nChanged 222
		SP:Iteration 7Q (148459.920000 sec): 3 clusters
  Score: Raw -448271.905503 + Penalty 2785.365290 = -445486.540213
  nChanged 169
		SP:Iteration 8Q (148460.010000 sec): 3 clusters
  Score: Raw -448364.932347 + Penalty 2785.365290 = -445579.567057
  nChanged 134
		SP:Iteration 9Q (148460.110000 sec): 3 clusters
  Score: Raw -448432.542496 + Penalty 2785.365290 = -445647.177206
  nChanged 122
		SP:Iteration 10Q (148460.210000 sec): 3 clusters
  Score: Raw -448496.645230 + Penalty 2785.365290 = -445711.279940
  nChanged 96
		SP:Iteration 11Q (148460.300000 sec): 3 clusters
  Score: Raw -448551.364469 + Penalty 2785.365290 = -445765.999178
  nChanged 101
		SP:Iteration 12Q (148460.400000 sec): 3 clusters
  Score: Raw -448611.140194 + Penalty 2785.365290 = -445825.774903
  nChanged 82
		SP:Iteration 13Q (148460.500000 sec): 3 clusters
  Score: Raw -448658.074916 + Penalty 2785.365290 = -445872.709626
  nChanged 77
		SP:Iteration 14Q (148460.590000 sec): 3 clusters
  Score: Raw -448698.687580 + Penalty 2785.365290 = -445913.322290
  nChanged 60
		SP:Iteration 15Q (148460.690000 sec): 3 clusters
  Score: Raw -448732.281092 + Penalty 2785.365290 = -445946.915802
  nChanged 48
		SP:Iteration 16Q (148460.780000 sec): 3 clusters
  Score: Raw -448758.231188 + Penalty 2785.365290 = -445972.865898
  nChanged 45
		SP:Iteration 17Q (148460.880000 sec): 3 clusters
  Score: Raw -448782.571677 + Penalty 2785.365290 = -445997.206387
  nChanged 36
		SP:Iteration 18Q (148460.970000 sec): 3 clusters
  Score: Raw -448799.020886 + Penalty 2785.365290 = -446013.655596
  nChanged 27
		SP:Iteration 19Q (148461.060000 sec): 3 clusters
  Score: Raw -448811.609113 + Penalty 2785.365290 = -446026.243822
  nChanged 20
		SP:Iteration 20F (148461.160000 sec): 3 clusters
  Score: Raw -448818.729201 + Penalty 2785.365290 = -446033.363911
  nChanged 15
		SP:Iteration 21Q (148461.260000 sec): 3 clusters
  Score: Raw -448826.132983 + Penalty 2785.365290 = -446040.767693
  nChanged 21
		SP:Iteration 22Q (148461.350000 sec): 3 clusters
  Score: Raw -448835.267979 + Penalty 2785.365290 = -446049.902689
  nChanged 16
		SP:Iteration 23Q (148461.440000 sec): 3 clusters
  Score: Raw -448844.273622 + Penalty 2785.365290 = -446058.908332
  nChanged 18
		SP:Iteration 24Q (148461.540000 sec): 3 clusters
  Score: Raw -448854.265168 + Penalty 2785.365290 = -446068.899878
  nChanged 18
		SP:Iteration 25Q (148461.630000 sec): 3 clusters
  Score: Raw -448862.810753 + Penalty 2785.365290 = -446077.445463
  nChanged 19
		SP:Iteration 26Q (148461.720000 sec): 3 clusters
  Score: Raw -448876.503445 + Penalty 2785.365290 = -446091.138154
  nChanged 29
		SP:Iteration 27Q (148461.820000 sec): 3 clusters
  Score: Raw -448894.106399 + Penalty 2785.365290 = -446108.741108
  nChanged 23
		SP:Iteration 28Q (148461.910000 sec): 3 clusters
  Score: Raw -448908.258812 + Penalty 2785.365290 = -446122.893522
  nChanged 21
		SP:Iteration 29Q (148462.000000 sec): 3 clusters
  Score: Raw -448920.755424 + Penalty 2785.365290 = -446135.390134
  nChanged 18
		SP:Iteration 30Q (148462.090000 sec): 3 clusters
  Score: Raw -448930.868476 + Penalty 2785.365290 = -446145.503186
  nChanged 11
		SP:Iteration 31Q (148462.190000 sec): 3 clusters
  Score: Raw -448936.858123 + Penalty 2785.365290 = -446151.492832
  nChanged 4
		SP:Iteration 32Q (148462.280000 sec): 3 clusters
  Score: Raw -448938.623461 + Penalty 2785.365290 = -446153.258170
  nChanged 1
		SP:Iteration 33Q (148462.370000 sec): 3 clusters
  Score: Raw -448938.833779 + Penalty 2785.365290 = -446153.468489
  nChanged 1
		SP:Iteration 34Q (148462.460000 sec): 3 clusters
  Score: Raw -448939.395383 + Penalty 2785.365290 = -446154.030093
  nChanged 1
		SP:Iteration 35Q (148462.560000 sec): 3 clusters
  Score: Raw -448939.875692 + Penalty 2785.365290 = -446154.510402
  nChanged 0
		SP:Iteration 36F (148462.650000 sec): 3 clusters
  Score: Raw -448939.875692 + Penalty 2785.365290 = -446154.510402
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 78 (3383 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (148462.720000 sec): 2 clusters
  Score: Raw -301218.205081 + Penalty 1320.559202 = -299897.645878
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (148462.780000 sec): 3 clusters
  Score: Raw -299593.396431 + Penalty 2641.118405 = -296952.278026
  nChanged 1310
		SP:Iteration 1F (148462.850000 sec): 3 clusters
  Score: Raw -300358.827366 + Penalty 2641.118405 = -297717.708961
  nChanged 214
		SP:Iteration 2F (148462.920000 sec): 3 clusters
  Score: Raw -300475.582694 + Penalty 2641.118405 = -297834.464289
  nChanged 162
		SP:Iteration 3Q (148462.980000 sec): 3 clusters
  Score: Raw -300558.854853 + Penalty 2641.118405 = -297917.736448
  nChanged 118
		SP:Iteration 4Q (148463.040000 sec): 3 clusters
  Score: Raw -300627.212463 + Penalty 2641.118405 = -297986.094058
  nChanged 107
		SP:Iteration 5Q (148463.110000 sec): 3 clusters
  Score: Raw -300688.370147 + Penalty 2641.118405 = -298047.251742
  nChanged 94
		SP:Iteration 6Q (148463.170000 sec): 3 clusters
  Score: Raw -300744.071958 + Penalty 2641.118405 = -298102.953554
  nChanged 106
		SP:Iteration 7Q (148463.240000 sec): 3 clusters
  Score: Raw -300811.302225 + Penalty 2641.118405 = -298170.183820
  nChanged 98
		SP:Iteration 8Q (148463.300000 sec): 3 clusters
  Score: Raw -300861.086061 + Penalty 2641.118405 = -298219.967656
  nChanged 89
		SP:Iteration 9Q (148463.360000 sec): 3 clusters
  Score: Raw -300909.069403 + Penalty 2641.118405 = -298267.950999
  nChanged 83
		SP:Iteration 10Q (148463.430000 sec): 3 clusters
  Score: Raw -300953.215822 + Penalty 2641.118405 = -298312.097417
  nChanged 63
		SP:Iteration 11Q (148463.490000 sec): 3 clusters
  Score: Raw -300989.397467 + Penalty 2641.118405 = -298348.279063
  nChanged 62
		SP:Iteration 12Q (148463.560000 sec): 3 clusters
  Score: Raw -301023.568840 + Penalty 2641.118405 = -298382.450435
  nChanged 62
		SP:Iteration 13Q (148463.620000 sec): 3 clusters
  Score: Raw -301057.189011 + Penalty 2641.118405 = -298416.070606
  nChanged 61
		SP:Iteration 14Q (148463.680000 sec): 3 clusters
  Score: Raw -301087.320474 + Penalty 2641.118405 = -298446.202069
  nChanged 52
		SP:Iteration 15Q (148463.750000 sec): 3 clusters
  Score: Raw -301111.006807 + Penalty 2641.118405 = -298469.888402
  nChanged 45
		SP:Iteration 16Q (148463.810000 sec): 3 clusters
  Score: Raw -301132.296814 + Penalty 2641.118405 = -298491.178409
  nChanged 44
		SP:Iteration 17Q (148463.880000 sec): 3 clusters
  Score: Raw -301153.411800 + Penalty 2641.118405 = -298512.293396
  nChanged 41
		SP:Iteration 18Q (148463.940000 sec): 3 clusters
  Score: Raw -301169.020943 + Penalty 2641.118405 = -298527.902539
  nChanged 28
		SP:Iteration 19Q (148464.000000 sec): 3 clusters
  Score: Raw -301177.805219 + Penalty 2641.118405 = -298536.686814
  nChanged 32
		SP:Iteration 20F (148464.070000 sec): 3 clusters
  Score: Raw -301191.481651 + Penalty 2641.118405 = -298550.363246
  nChanged 36
		SP:Iteration 21Q (148464.130000 sec): 3 clusters
  Score: Raw -301206.025300 + Penalty 2641.118405 = -298564.906895
  nChanged 38
		SP:Iteration 22Q (148464.200000 sec): 3 clusters
  Score: Raw -301224.162222 + Penalty 2641.118405 = -298583.043818
  nChanged 47
		SP:Iteration 23Q (148464.260000 sec): 3 clusters
  Score: Raw -301245.069108 + Penalty 2641.118405 = -298603.950703
  nChanged 38
		SP:Iteration 24Q (148464.320000 sec): 3 clusters
  Score: Raw -301266.370779 + Penalty 2641.118405 = -298625.252374
  nChanged 43
		SP:Iteration 25Q (148464.390000 sec): 3 clusters
  Score: Raw -301289.925543 + Penalty 2641.118405 = -298648.807138
  nChanged 39
		SP:Iteration 26Q (148464.450000 sec): 3 clusters
  Score: Raw -301310.862909 + Penalty 2641.118405 = -298669.744505
  nChanged 29
		SP:Iteration 27Q (148464.520000 sec): 3 clusters
  Score: Raw -301328.840947 + Penalty 2641.118405 = -298687.722543
  nChanged 31
		SP:Iteration 28Q (148464.580000 sec): 3 clusters
  Score: Raw -301348.976372 + Penalty 2641.118405 = -298707.857968
  nChanged 38
		SP:Iteration 29Q (148464.640000 sec): 3 clusters
  Score: Raw -301366.703846 + Penalty 2641.118405 = -298725.585441
  nChanged 21
		SP:Iteration 30Q (148464.700000 sec): 3 clusters
  Score: Raw -301377.859651 + Penalty 2641.118405 = -298736.741246
  nChanged 16
		SP:Iteration 31Q (148464.770000 sec): 3 clusters
  Score: Raw -301385.282242 + Penalty 2641.118405 = -298744.163837
  nChanged 14
		SP:Iteration 32Q (148464.830000 sec): 3 clusters
  Score: Raw -301391.922076 + Penalty 2641.118405 = -298750.803671
  nChanged 9
		SP:Iteration 33Q (148464.890000 sec): 3 clusters
  Score: Raw -301397.106352 + Penalty 2641.118405 = -298755.987947
  nChanged 11
		SP:Iteration 34Q (148464.960000 sec): 3 clusters
  Score: Raw -301402.101636 + Penalty 2641.118405 = -298760.983231
  nChanged 6
		SP:Iteration 35Q (148465.020000 sec): 3 clusters
  Score: Raw -301404.385677 + Penalty 2641.118405 = -298763.267272
  nChanged 2
		SP:Iteration 36Q (148465.080000 sec): 3 clusters
  Score: Raw -301404.860686 + Penalty 2641.118405 = -298763.742281
  nChanged 0
		SP:Iteration 37F (148465.140000 sec): 3 clusters
  Score: Raw -301404.860686 + Penalty 2641.118405 = -298763.742281
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 79 (1701 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (148465.200000 sec): 2 clusters
  Score: Raw -134167.944431 + Penalty 1208.832884 = -132959.111547
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (148465.240000 sec): 3 clusters
  Score: Raw -133534.374251 + Penalty 2417.665768 = -131116.708484
  nChanged 536
		SP:Iteration 1F (148465.270000 sec): 3 clusters
  Score: Raw -133878.582769 + Penalty 2417.665768 = -131460.917001
  nChanged 119
		SP:Iteration 2F (148465.300000 sec): 3 clusters
  Score: Raw -133998.315768 + Penalty 2417.665768 = -131580.650001
  nChanged 100
		SP:Iteration 3F (148465.340000 sec): 3 clusters
  Score: Raw -134110.817321 + Penalty 2417.665768 = -131693.151553
  nChanged 84
		SP:Iteration 4Q (148465.370000 sec): 3 clusters
  Score: Raw -134229.889149 + Penalty 2417.665768 = -131812.223382
  nChanged 82
		SP:Iteration 5Q (148465.400000 sec): 3 clusters
  Score: Raw -134348.584911 + Penalty 2417.665768 = -131930.919143
  nChanged 81
		SP:Iteration 6Q (148465.440000 sec): 3 clusters
  Score: Raw -134457.552707 + Penalty 2417.665768 = -132039.886939
  nChanged 76
		SP:Iteration 7Q (148465.470000 sec): 3 clusters
  Score: Raw -134552.993033 + Penalty 2417.665768 = -132135.327266
  nChanged 72
		SP:Iteration 8Q (148465.500000 sec): 3 clusters
  Score: Raw -134625.461913 + Penalty 2417.665768 = -132207.796145
  nChanged 53
		SP:Iteration 9Q (148465.530000 sec): 3 clusters
  Score: Raw -134666.820132 + Penalty 2417.665768 = -132249.154364
  nChanged 42
		SP:Iteration 10Q (148465.560000 sec): 3 clusters
  Score: Raw -134703.744704 + Penalty 2417.665768 = -132286.078937
  nChanged 31
		SP:Iteration 11Q (148465.600000 sec): 3 clusters
  Score: Raw -134731.161241 + Penalty 2417.665768 = -132313.495473
  nChanged 23
		SP:Iteration 12Q (148465.630000 sec): 3 clusters
  Score: Raw -134755.296373 + Penalty 2417.665768 = -132337.630606
  nChanged 23
		SP:Iteration 13Q (148465.660000 sec): 3 clusters
  Score: Raw -134775.058583 + Penalty 2417.665768 = -132357.392815
  nChanged 17
		SP:Iteration 14Q (148465.690000 sec): 3 clusters
  Score: Raw -134786.623976 + Penalty 2417.665768 = -132368.958208
  nChanged 11
		SP:Iteration 15Q (148465.720000 sec): 3 clusters
  Score: Raw -134794.486343 + Penalty 2417.665768 = -132376.820575
  nChanged 10
		SP:Iteration 16Q (148465.760000 sec): 3 clusters
  Score: Raw -134806.374416 + Penalty 2417.665768 = -132388.708648
  nChanged 12
		SP:Iteration 17Q (148465.790000 sec): 3 clusters
  Score: Raw -134818.251982 + Penalty 2417.665768 = -132400.586215
  nChanged 10
		SP:Iteration 18Q (148465.820000 sec): 3 clusters
  Score: Raw -134826.716651 + Penalty 2417.665768 = -132409.050883
  nChanged 15
		SP:Iteration 19Q (148465.850000 sec): 3 clusters
  Score: Raw -134836.646552 + Penalty 2417.665768 = -132418.980785
  nChanged 8
		SP:Iteration 20F (148465.880000 sec): 3 clusters
  Score: Raw -134842.336358 + Penalty 2417.665768 = -132424.670590
  nChanged 9
		SP:Iteration 21Q (148465.920000 sec): 3 clusters
  Score: Raw -134850.058612 + Penalty 2417.665768 = -132432.392845
  nChanged 10
		SP:Iteration 22Q (148465.950000 sec): 3 clusters
  Score: Raw -134857.052566 + Penalty 2417.665768 = -132439.386798
  nChanged 18
		SP:Iteration 23Q (148465.980000 sec): 3 clusters
  Score: Raw -134875.680067 + Penalty 2417.665768 = -132458.014300
  nChanged 20
		SP:Iteration 24Q (148466.010000 sec): 3 clusters
  Score: Raw -134897.607761 + Penalty 2417.665768 = -132479.941993
  nChanged 21
		SP:Iteration 25Q (148466.040000 sec): 3 clusters
  Score: Raw -134927.109748 + Penalty 2417.665768 = -132509.443981
  nChanged 26
		SP:Iteration 26Q (148466.080000 sec): 3 clusters
  Score: Raw -134955.893196 + Penalty 2417.665768 = -132538.227428
  nChanged 16
		SP:Iteration 27Q (148466.100000 sec): 3 clusters
  Score: Raw -134976.446256 + Penalty 2417.665768 = -132558.780489
  nChanged 19
		SP:Iteration 28Q (148466.140000 sec): 3 clusters
  Score: Raw -135010.325672 + Penalty 2417.665768 = -132592.659904
  nChanged 23
		SP:Iteration 29Q (148466.170000 sec): 3 clusters
  Score: Raw -135060.046737 + Penalty 2417.665768 = -132642.380969
  nChanged 24
		SP:Iteration 30Q (148466.200000 sec): 3 clusters
  Score: Raw -135112.556100 + Penalty 2417.665768 = -132694.890333
  nChanged 25
		SP:Iteration 31Q (148466.230000 sec): 3 clusters
  Score: Raw -135149.381464 + Penalty 2417.665768 = -132731.715697
  nChanged 13
		SP:Iteration 32Q (148466.260000 sec): 3 clusters
  Score: Raw -135160.600368 + Penalty 2417.665768 = -132742.934601
  nChanged 5
		SP:Iteration 33Q (148466.290000 sec): 3 clusters
  Score: Raw -135165.522598 + Penalty 2417.665768 = -132747.856830
  nChanged 6
		SP:Iteration 34Q (148466.320000 sec): 3 clusters
  Score: Raw -135171.413578 + Penalty 2417.665768 = -132753.747811
  nChanged 5
		SP:Iteration 35Q (148466.350000 sec): 3 clusters
  Score: Raw -135173.977620 + Penalty 2417.665768 = -132756.311852
  nChanged 0
		SP:Iteration 36F (148466.380000 sec): 3 clusters
  Score: Raw -135173.977620 + Penalty 2417.665768 = -132756.311852
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 80 (545 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (148466.420000 sec): 2 clusters
  Score: Raw -49461.878464 + Penalty 1023.877692 = -48438.000772
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (148466.430000 sec): 3 clusters
  Score: Raw -49369.518034 + Penalty 2047.755383 = -47321.762651
  nChanged 124
		SP:Iteration 1F (148466.440000 sec): 3 clusters
  Score: Raw -49519.488124 + Penalty 2047.755383 = -47471.732741
  nChanged 29
		SP:Iteration 2F (148466.460000 sec): 3 clusters
  Score: Raw -49562.955892 + Penalty 2047.755383 = -47515.200509
  nChanged 13
		SP:Iteration 3Q (148466.470000 sec): 3 clusters
  Score: Raw -49579.810157 + Penalty 2047.755383 = -47532.054774
  nChanged 7
		SP:Iteration 4Q (148466.480000 sec): 3 clusters
  Score: Raw -49605.186440 + Penalty 2047.755383 = -47557.431057
  nChanged 10
		SP:Iteration 5Q (148466.490000 sec): 3 clusters
  Score: Raw -49631.303685 + Penalty 2047.755383 = -47583.548301
  nChanged 8
		SP:Iteration 6Q (148466.500000 sec): 3 clusters
  Score: Raw -49651.069839 + Penalty 2047.755383 = -47603.314456
  nChanged 10
		SP:Iteration 7Q (148466.510000 sec): 3 clusters
  Score: Raw -49674.307695 + Penalty 2047.755383 = -47626.552311
  nChanged 6
		SP:Iteration 8Q (148466.520000 sec): 3 clusters
  Score: Raw -49685.810717 + Penalty 2047.755383 = -47638.055334
  nChanged 2
		SP:Iteration 9Q (148466.540000 sec): 3 clusters
  Score: Raw -49690.360802 + Penalty 2047.755383 = -47642.605419
  nChanged 2
		SP:Iteration 10Q (148466.550000 sec): 3 clusters
  Score: Raw -49692.144265 + Penalty 2047.755383 = -47644.388882
  nChanged 1
		SP:Iteration 11Q (148466.560000 sec): 3 clusters
  Score: Raw -49694.712065 + Penalty 2047.755383 = -47646.956682
  nChanged 1
		SP:Iteration 12Q (148466.570000 sec): 3 clusters
  Score: Raw -49695.220154 + Penalty 2047.755383 = -47647.464771
  nChanged 0
		SP:Iteration 13F (148466.580000 sec): 3 clusters
  Score: Raw -49695.220154 + Penalty 2047.755383 = -47647.464771
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 81 (5330 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (148466.670000 sec): 2 clusters
  Score: Raw -456351.261131 + Penalty 1394.429809 = -454956.831322
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (148466.770000 sec): 3 clusters
  Score: Raw -453563.089259 + Penalty 2788.859618 = -450774.229641
  nChanged 2142
		SP:Iteration 1F (148466.870000 sec): 3 clusters
  Score: Raw -454681.986194 + Penalty 2788.859618 = -451893.126576
  nChanged 391
		SP:Iteration 2F (148466.960000 sec): 3 clusters
  Score: Raw -454861.979873 + Penalty 2788.859618 = -452073.120255
  nChanged 283
		SP:Iteration 3F (148467.060000 sec): 3 clusters
  Score: Raw -454969.662026 + Penalty 2788.859618 = -452180.802408
  nChanged 209
		SP:Iteration 4Q (148467.160000 sec): 3 clusters
  Score: Raw -455056.663666 + Penalty 2788.859618 = -452267.804048
  nChanged 155
		SP:Iteration 5Q (148467.260000 sec): 3 clusters
  Score: Raw -455119.957756 + Penalty 2788.859618 = -452331.098138
  nChanged 141
		SP:Iteration 6Q (148467.360000 sec): 3 clusters
  Score: Raw -455174.660097 + Penalty 2788.859618 = -452385.800478
  nChanged 115
		SP:Iteration 7Q (148467.460000 sec): 3 clusters
  Score: Raw -455212.750845 + Penalty 2788.859618 = -452423.891227
  nChanged 117
		SP:Iteration 8Q (148467.560000 sec): 3 clusters
  Score: Raw -455256.571739 + Penalty 2788.859618 = -452467.712121
  nChanged 111
		SP:Iteration 9Q (148467.660000 sec): 3 clusters
  Score: Raw -455295.919024 + Penalty 2788.859618 = -452507.059406
  nChanged 109
		SP:Iteration 10Q (148467.750000 sec): 3 clusters
  Score: Raw -455331.854761 + Penalty 2788.859618 = -452542.995143
  nChanged 83
		SP:Iteration 11Q (148467.850000 sec): 3 clusters
  Score: Raw -455358.291140 + Penalty 2788.859618 = -452569.431522
  nChanged 94
		SP:Iteration 12Q (148468.050000 sec): 3 clusters
  Score: Raw -455393.251471 + Penalty 2788.859618 = -452604.391853
  nChanged 87
		SP:Iteration 13Q (148468.150000 sec): 3 clusters
  Score: Raw -455425.082599 + Penalty 2788.859618 = -452636.222981
  nChanged 91
		SP:Iteration 14Q (148468.250000 sec): 3 clusters
  Score: Raw -455463.124111 + Penalty 2788.859618 = -452674.264493
  nChanged 102
		SP:Iteration 15Q (148468.340000 sec): 3 clusters
  Score: Raw -455509.524484 + Penalty 2788.859618 = -452720.664866
  nChanged 106
		SP:Iteration 16Q (148468.440000 sec): 3 clusters
  Score: Raw -455548.677551 + Penalty 2788.859618 = -452759.817933
  nChanged 95
		SP:Iteration 17Q (148468.540000 sec): 3 clusters
  Score: Raw -455588.421813 + Penalty 2788.859618 = -452799.562195
  nChanged 96
		SP:Iteration 18Q (148468.640000 sec): 3 clusters
  Score: Raw -455632.486848 + Penalty 2788.859618 = -452843.627230
  nChanged 121
		SP:Iteration 19Q (148468.740000 sec): 3 clusters
  Score: Raw -455703.228716 + Penalty 2788.859618 = -452914.369098
  nChanged 148
		SP:Iteration 20F (148468.830000 sec): 3 clusters
  Score: Raw -455810.345445 + Penalty 2788.859618 = -453021.485826
  nChanged 167
		SP:Iteration 21Q (148468.930000 sec): 3 clusters
  Score: Raw -455929.461894 + Penalty 2788.859618 = -453140.602276
  nChanged 186
		SP:Iteration 22Q (148469.030000 sec): 3 clusters
  Score: Raw -456075.790534 + Penalty 2788.859618 = -453286.930916
  nChanged 209
		SP:Iteration 23Q (148469.130000 sec): 3 clusters
  Score: Raw -456239.341047 + Penalty 2788.859618 = -453450.481429
  nChanged 184
		SP:Iteration 24Q (148469.220000 sec): 3 clusters
  Score: Raw -456370.052576 + Penalty 2788.859618 = -453581.192958
  nChanged 175
		SP:Iteration 25Q (148469.320000 sec): 3 clusters
  Score: Raw -456504.438516 + Penalty 2788.859618 = -453715.578898
  nChanged 155
		SP:Iteration 26Q (148469.420000 sec): 3 clusters
  Score: Raw -456641.917245 + Penalty 2788.859618 = -453853.057627
  nChanged 168
		SP:Iteration 27Q (148469.510000 sec): 3 clusters
  Score: Raw -456786.021205 + Penalty 2788.859618 = -453997.161587
  nChanged 117
		SP:Iteration 28Q (148469.610000 sec): 3 clusters
  Score: Raw -456854.553629 + Penalty 2788.859618 = -454065.694011
  nChanged 77
		SP:Iteration 29Q (148469.700000 sec): 3 clusters
  Score: Raw -456888.913809 + Penalty 2788.859618 = -454100.054191
  nChanged 41
		SP:Iteration 30Q (148469.800000 sec): 3 clusters
  Score: Raw -456907.564247 + Penalty 2788.859618 = -454118.704629
  nChanged 35
		SP:Iteration 31Q (148469.890000 sec): 3 clusters
  Score: Raw -456919.299533 + Penalty 2788.859618 = -454130.439915
  nChanged 23
		SP:Iteration 32Q (148469.980000 sec): 3 clusters
  Score: Raw -456926.595128 + Penalty 2788.859618 = -454137.735510
  nChanged 20
		SP:Iteration 33Q (148470.080000 sec): 3 clusters
  Score: Raw -456931.434509 + Penalty 2788.859618 = -454142.574891
  nChanged 14
		SP:Iteration 34Q (148470.170000 sec): 3 clusters
  Score: Raw -456934.205951 + Penalty 2788.859618 = -454145.346333
  nChanged 6
		SP:Iteration 35Q (148470.270000 sec): 3 clusters
  Score: Raw -456935.603643 + Penalty 2788.859618 = -454146.744025
  nChanged 4
		SP:Iteration 36Q (148470.360000 sec): 3 clusters
  Score: Raw -456936.460690 + Penalty 2788.859618 = -454147.601072
  nChanged 7
		SP:Iteration 37Q (148470.460000 sec): 3 clusters
  Score: Raw -456938.392933 + Penalty 2788.859618 = -454149.533315
  nChanged 5
		SP:Iteration 38Q (148470.550000 sec): 3 clusters
  Score: Raw -456939.249219 + Penalty 2788.859618 = -454150.389600
  nChanged 4
		SP:Iteration 39Q (148470.640000 sec): 3 clusters
  Score: Raw -456939.805726 + Penalty 2788.859618 = -454150.946108
  nChanged 2
		SP:Iteration 40F (148470.740000 sec): 3 clusters
  Score: Raw -456940.010445 + Penalty 2788.859618 = -454151.150827
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 82 (265 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (148470.780000 sec): 2 clusters
  Score: Raw -19614.469443 + Penalty 906.706097 = -18707.763346
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (148470.790000 sec): 3 clusters
  Score: Raw -19672.260723 + Penalty 1813.412193 = -17858.848529
  nChanged 51
		SP:Iteration 1F (148470.800000 sec): 3 clusters
  Score: Raw -19766.881640 + Penalty 1813.412193 = -17953.469447
  nChanged 11
		SP:Iteration 2Q (148470.800000 sec): 3 clusters
  Score: Raw -19812.395146 + Penalty 1813.412193 = -17998.982953
  nChanged 4
		SP:Iteration 3Q (148470.810000 sec): 3 clusters
  Score: Raw -19824.250880 + Penalty 1813.412193 = -18010.838687
  nChanged 3
		SP:Iteration 4Q (148470.820000 sec): 3 clusters
  Score: Raw -19836.153022 + Penalty 1813.412193 = -18022.740828
  nChanged 4
		SP:Iteration 5Q (148470.820000 sec): 3 clusters
  Score: Raw -19847.427332 + Penalty 1813.412193 = -18034.015139
  nChanged 2
		SP:Iteration 6Q (148470.830000 sec): 3 clusters
  Score: Raw -19848.879392 + Penalty 1813.412193 = -18035.467198
  nChanged 1
		SP:Iteration 7Q (148470.840000 sec): 3 clusters
  Score: Raw -19850.787083 + Penalty 1813.412193 = -18037.374889
  nChanged 0
		SP:Iteration 8F (148470.840000 sec): 3 clusters
  Score: Raw -19850.787083 + Penalty 1813.412193 = -18037.374889
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 83 (1446 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (148470.900000 sec): 2 clusters
  Score: Raw -126346.840851 + Penalty 1182.440415 = -125164.400436
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (148470.930000 sec): 3 clusters
  Score: Raw -125808.701066 + Penalty 2364.880831 = -123443.820235
  nChanged 479
		SP:Iteration 1F (148470.950000 sec): 3 clusters
  Score: Raw -126165.025328 + Penalty 2364.880831 = -123800.144497
  nChanged 101
		SP:Iteration 2F (148470.980000 sec): 3 clusters
  Score: Raw -126261.511306 + Penalty 2364.880831 = -123896.630475
  nChanged 73
		SP:Iteration 3F (148471.010000 sec): 3 clusters
  Score: Raw -126323.408872 + Penalty 2364.880831 = -123958.528041
  nChanged 58
		SP:Iteration 4Q (148471.040000 sec): 3 clusters
  Score: Raw -126368.012504 + Penalty 2364.880831 = -124003.131674
  nChanged 37
		SP:Iteration 5Q (148471.070000 sec): 3 clusters
  Score: Raw -126393.629977 + Penalty 2364.880831 = -124028.749146
  nChanged 31
		SP:Iteration 6Q (148471.090000 sec): 3 clusters
  Score: Raw -126415.910888 + Penalty 2364.880831 = -124051.030057
  nChanged 30
		SP:Iteration 7Q (148471.120000 sec): 3 clusters
  Score: Raw -126436.336556 + Penalty 2364.880831 = -124071.455725
  nChanged 27
		SP:Iteration 8Q (148471.150000 sec): 3 clusters
  Score: Raw -126456.160177 + Penalty 2364.880831 = -124091.279347
  nChanged 24
		SP:Iteration 9Q (148471.180000 sec): 3 clusters
  Score: Raw -126473.046522 + Penalty 2364.880831 = -124108.165691
  nChanged 19
		SP:Iteration 10Q (148471.200000 sec): 3 clusters
  Score: Raw -126494.821539 + Penalty 2364.880831 = -124129.940709
  nChanged 16
		SP:Iteration 11Q (148471.230000 sec): 3 clusters
  Score: Raw -126508.454305 + Penalty 2364.880831 = -124143.573474
  nChanged 13
		SP:Iteration 12Q (148471.260000 sec): 3 clusters
  Score: Raw -126523.250485 + Penalty 2364.880831 = -124158.369654
  nChanged 15
		SP:Iteration 13Q (148471.290000 sec): 3 clusters
  Score: Raw -126533.982675 + Penalty 2364.880831 = -124169.101844
  nChanged 13
		SP:Iteration 14Q (148471.320000 sec): 3 clusters
  Score: Raw -126542.606862 + Penalty 2364.880831 = -124177.726032
  nChanged 11
		SP:Iteration 15Q (148471.340000 sec): 3 clusters
  Score: Raw -126550.726597 + Penalty 2364.880831 = -124185.845766
  nChanged 13
		SP:Iteration 16Q (148471.370000 sec): 3 clusters
  Score: Raw -126558.858824 + Penalty 2364.880831 = -124193.977993
  nChanged 11
		SP:Iteration 17Q (148471.400000 sec): 3 clusters
  Score: Raw -126567.770278 + Penalty 2364.880831 = -124202.889447
  nChanged 14
		SP:Iteration 18Q (148471.430000 sec): 3 clusters
  Score: Raw -126577.721884 + Penalty 2364.880831 = -124212.841053
  nChanged 17
		SP:Iteration 19Q (148471.460000 sec): 3 clusters
  Score: Raw -126591.457269 + Penalty 2364.880831 = -124226.576439
  nChanged 17
		SP:Iteration 20F (148471.480000 sec): 3 clusters
  Score: Raw -126602.131381 + Penalty 2364.880831 = -124237.250550
  nChanged 13
		SP:Iteration 21Q (148471.510000 sec): 3 clusters
  Score: Raw -126608.643047 + Penalty 2364.880831 = -124243.762216
  nChanged 9
		SP:Iteration 22Q (148471.540000 sec): 3 clusters
  Score: Raw -126615.748258 + Penalty 2364.880831 = -124250.867427
  nChanged 8
		SP:Iteration 23Q (148471.570000 sec): 3 clusters
  Score: Raw -126620.004824 + Penalty 2364.880831 = -124255.123993
  nChanged 4
		SP:Iteration 24Q (148471.600000 sec): 3 clusters
  Score: Raw -126621.229784 + Penalty 2364.880831 = -124256.348953
  nChanged 4
		SP:Iteration 25Q (148471.620000 sec): 3 clusters
  Score: Raw -126622.889118 + Penalty 2364.880831 = -124258.008287
  nChanged 8
		SP:Iteration 26Q (148471.650000 sec): 3 clusters
  Score: Raw -126628.466757 + Penalty 2364.880831 = -124263.585927
  nChanged 11
		SP:Iteration 27Q (148471.680000 sec): 3 clusters
  Score: Raw -126634.714503 + Penalty 2364.880831 = -124269.833672
  nChanged 9
		SP:Iteration 28Q (148471.700000 sec): 3 clusters
  Score: Raw -126639.640358 + Penalty 2364.880831 = -124274.759527
  nChanged 6
		SP:Iteration 29Q (148471.730000 sec): 3 clusters
  Score: Raw -126642.128446 + Penalty 2364.880831 = -124277.247615
  nChanged 1
		SP:Iteration 30Q (148471.760000 sec): 3 clusters
  Score: Raw -126642.581006 + Penalty 2364.880831 = -124277.700175
  nChanged 1
		SP:Iteration 31Q (148471.790000 sec): 3 clusters
  Score: Raw -126643.086735 + Penalty 2364.880831 = -124278.205904
  nChanged 0
		SP:Iteration 32F (148471.820000 sec): 3 clusters
  Score: Raw -126643.086735 + Penalty 2364.880831 = -124278.205904
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 84 (2195 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (148471.890000 sec): 2 clusters
  Score: Raw -191575.490512 + Penalty 1250.264815 = -190325.225697
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (148471.930000 sec): 3 clusters
  Score: Raw -190610.956260 + Penalty 2500.529631 = -188110.426629
  nChanged 803
		SP:Iteration 1F (148471.970000 sec): 3 clusters
  Score: Raw -191128.042245 + Penalty 2500.529631 = -188627.512614
  nChanged 186
		SP:Iteration 2F (148472.020000 sec): 3 clusters
  Score: Raw -191291.338421 + Penalty 2500.529631 = -188790.808790
  nChanged 158
		SP:Iteration 3F (148472.060000 sec): 3 clusters
  Score: Raw -191461.933702 + Penalty 2500.529631 = -188961.404071
  nChanged 147
		SP:Iteration 4F (148472.110000 sec): 3 clusters
  Score: Raw -191654.965408 + Penalty 2500.529631 = -189154.435778
  nChanged 130
		SP:Iteration 5F (148472.150000 sec): 3 clusters
  Score: Raw -191794.328020 + Penalty 2500.529631 = -189293.798389
  nChanged 107
		SP:Iteration 6Q (148472.190000 sec): 3 clusters
  Score: Raw -191896.309725 + Penalty 2500.529631 = -189395.780095
  nChanged 61
		SP:Iteration 7Q (148472.240000 sec): 3 clusters
  Score: Raw -191959.418754 + Penalty 2500.529631 = -189458.889123
  nChanged 68
		SP:Iteration 8Q (148472.280000 sec): 3 clusters
  Score: Raw -192036.716941 + Penalty 2500.529631 = -189536.187311
  nChanged 63
		SP:Iteration 9Q (148472.330000 sec): 3 clusters
  Score: Raw -192111.890084 + Penalty 2500.529631 = -189611.360454
  nChanged 45
		SP:Iteration 10Q (148472.370000 sec): 3 clusters
  Score: Raw -192168.900718 + Penalty 2500.529631 = -189668.371087
  nChanged 29
		SP:Iteration 11Q (148472.410000 sec): 3 clusters
  Score: Raw -192197.982908 + Penalty 2500.529631 = -189697.453278
  nChanged 18
		SP:Iteration 12Q (148472.460000 sec): 3 clusters
  Score: Raw -192210.036585 + Penalty 2500.529631 = -189709.506954
  nChanged 6
		SP:Iteration 13Q (148472.500000 sec): 3 clusters
  Score: Raw -192213.859111 + Penalty 2500.529631 = -189713.329480
  nChanged 2
		SP:Iteration 14Q (148472.550000 sec): 3 clusters
  Score: Raw -192215.114608 + Penalty 2500.529631 = -189714.584977
  nChanged 3
		SP:Iteration 15Q (148472.590000 sec): 3 clusters
  Score: Raw -192216.441033 + Penalty 2500.529631 = -189715.911402
  nChanged 2
		SP:Iteration 16Q (148472.630000 sec): 3 clusters
  Score: Raw -192217.418682 + Penalty 2500.529631 = -189716.889051
  nChanged 1
		SP:Iteration 17Q (148472.670000 sec): 3 clusters
  Score: Raw -192218.152704 + Penalty 2500.529631 = -189717.623073
  nChanged 0
		SP:Iteration 18F (148472.720000 sec): 3 clusters
  Score: Raw -192219.162425 + Penalty 2500.529631 = -189718.632794
  nChanged 1
		SP:Iteration 19Q (148472.760000 sec): 3 clusters
  Score: Raw -192220.489450 + Penalty 2500.529631 = -189719.959820
  nChanged 1
		SP:Iteration 20F (148472.810000 sec): 3 clusters
  Score: Raw -192220.903603 + Penalty 2500.529631 = -189720.373972
  nChanged 1
		SP:Iteration 21Q (148472.850000 sec): 3 clusters
  Score: Raw -192222.230246 + Penalty 2500.529631 = -189721.700615
  nChanged 0
		SP:Iteration 22F (148472.890000 sec): 3 clusters
  Score: Raw -192222.230246 + Penalty 2500.529631 = -189721.700615
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 85 (2645 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (148472.960000 sec): 2 clusters
  Score: Raw -227737.855730 + Penalty 1280.569281 = -226457.286449
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (148473.020000 sec): 3 clusters
  Score: Raw -226518.806645 + Penalty 2561.138562 = -223957.668083
  nChanged 955
		SP:Iteration 1F (148473.070000 sec): 3 clusters
  Score: Raw -227149.257163 + Penalty 2561.138562 = -224588.118601
  nChanged 219
		SP:Iteration 2F (148473.120000 sec): 3 clusters
  Score: Raw -227303.768382 + Penalty 2561.138562 = -224742.629820
  nChanged 147
		SP:Iteration 3F (148473.170000 sec): 3 clusters
  Score: Raw -227397.902835 + Penalty 2561.138562 = -224836.764273
  nChanged 93
		SP:Iteration 4Q (148473.230000 sec): 3 clusters
  Score: Raw -227460.681586 + Penalty 2561.138562 = -224899.543024
  nChanged 74
		SP:Iteration 5Q (148473.280000 sec): 3 clusters
  Score: Raw -227491.987201 + Penalty 2561.138562 = -224930.848639
  nChanged 41
		SP:Iteration 6Q (148473.330000 sec): 3 clusters
  Score: Raw -227511.987568 + Penalty 2561.138562 = -224950.849006
  nChanged 41
		SP:Iteration 7Q (148473.390000 sec): 3 clusters
  Score: Raw -227534.690910 + Penalty 2561.138562 = -224973.552348
  nChanged 39
		SP:Iteration 8Q (148473.440000 sec): 3 clusters
  Score: Raw -227550.962167 + Penalty 2561.138562 = -224989.823605
  nChanged 33
		SP:Iteration 9Q (148473.490000 sec): 3 clusters
  Score: Raw -227566.513277 + Penalty 2561.138562 = -225005.374715
  nChanged 35
		SP:Iteration 10Q (148473.550000 sec): 3 clusters
  Score: Raw -227587.500195 + Penalty 2561.138562 = -225026.361634
  nChanged 39
		SP:Iteration 11Q (148473.600000 sec): 3 clusters
  Score: Raw -227606.726570 + Penalty 2561.138562 = -225045.588008
  nChanged 29
		SP:Iteration 12Q (148473.650000 sec): 3 clusters
  Score: Raw -227621.920774 + Penalty 2561.138562 = -225060.782212
  nChanged 28
		SP:Iteration 13Q (148473.700000 sec): 3 clusters
  Score: Raw -227634.720312 + Penalty 2561.138562 = -225073.581750
  nChanged 34
		SP:Iteration 14Q (148473.750000 sec): 3 clusters
  Score: Raw -227653.926577 + Penalty 2561.138562 = -225092.788016
  nChanged 31
		SP:Iteration 15Q (148473.810000 sec): 3 clusters
  Score: Raw -227670.810164 + Penalty 2561.138562 = -225109.671602
  nChanged 30
		SP:Iteration 16Q (148473.860000 sec): 3 clusters
  Score: Raw -227686.010229 + Penalty 2561.138562 = -225124.871667
  nChanged 29
		SP:Iteration 17Q (148473.910000 sec): 3 clusters
  Score: Raw -227701.912756 + Penalty 2561.138562 = -225140.774194
  nChanged 33
		SP:Iteration 18Q (148473.970000 sec): 3 clusters
  Score: Raw -227719.462691 + Penalty 2561.138562 = -225158.324129
  nChanged 19
		SP:Iteration 19Q (148474.020000 sec): 3 clusters
  Score: Raw -227728.728532 + Penalty 2561.138562 = -225167.589970
  nChanged 18
		SP:Iteration 20F (148474.070000 sec): 3 clusters
  Score: Raw -227733.695074 + Penalty 2561.138562 = -225172.556512
  nChanged 13
		SP:Iteration 21Q (148474.120000 sec): 3 clusters
  Score: Raw -227738.173146 + Penalty 2561.138562 = -225177.034584
  nChanged 12
		SP:Iteration 22Q (148474.170000 sec): 3 clusters
  Score: Raw -227742.395311 + Penalty 2561.138562 = -225181.256749
  nChanged 10
		SP:Iteration 23Q (148474.230000 sec): 3 clusters
  Score: Raw -227749.346054 + Penalty 2561.138562 = -225188.207492
  nChanged 12
		SP:Iteration 24Q (148474.280000 sec): 3 clusters
  Score: Raw -227755.618156 + Penalty 2561.138562 = -225194.479594
  nChanged 15
		SP:Iteration 25Q (148474.330000 sec): 3 clusters
  Score: Raw -227763.268318 + Penalty 2561.138562 = -225202.129756
  nChanged 19
		SP:Iteration 26Q (148474.390000 sec): 3 clusters
  Score: Raw -227772.321711 + Penalty 2561.138562 = -225211.183149
  nChanged 19
		SP:Iteration 27Q (148474.440000 sec): 3 clusters
  Score: Raw -227779.904117 + Penalty 2561.138562 = -225218.765555
  nChanged 13
		SP:Iteration 28Q (148474.490000 sec): 3 clusters
  Score: Raw -227786.244402 + Penalty 2561.138562 = -225225.105840
  nChanged 23
		SP:Iteration 29Q (148474.540000 sec): 3 clusters
  Score: Raw -227796.070158 + Penalty 2561.138562 = -225234.931596
  nChanged 14
		SP:Iteration 30Q (148474.590000 sec): 3 clusters
  Score: Raw -227801.860327 + Penalty 2561.138562 = -225240.721765
  nChanged 11
		SP:Iteration 31Q (148474.650000 sec): 3 clusters
  Score: Raw -227807.612907 + Penalty 2561.138562 = -225246.474345
  nChanged 18
		SP:Iteration 32Q (148474.700000 sec): 3 clusters
  Score: Raw -227815.312564 + Penalty 2561.138562 = -225254.174002
  nChanged 19
		SP:Iteration 33Q (148474.750000 sec): 3 clusters
  Score: Raw -227822.000637 + Penalty 2561.138562 = -225260.862075
  nChanged 12
		SP:Iteration 34Q (148474.810000 sec): 3 clusters
  Score: Raw -227826.713658 + Penalty 2561.138562 = -225265.575096
  nChanged 12
		SP:Iteration 35Q (148474.860000 sec): 3 clusters
  Score: Raw -227831.484386 + Penalty 2561.138562 = -225270.345824
  nChanged 9
		SP:Iteration 36Q (148474.910000 sec): 3 clusters
  Score: Raw -227834.413338 + Penalty 2561.138562 = -225273.274776
  nChanged 12
		SP:Iteration 37Q (148474.960000 sec): 3 clusters
  Score: Raw -227838.409923 + Penalty 2561.138562 = -225277.271361
  nChanged 11
		SP:Iteration 38Q (148475.010000 sec): 3 clusters
  Score: Raw -227842.039357 + Penalty 2561.138562 = -225280.900795
  nChanged 10
		SP:Iteration 39Q (148475.070000 sec): 3 clusters
  Score: Raw -227847.203772 + Penalty 2561.138562 = -225286.065210
  nChanged 14
		SP:Iteration 40F (148475.120000 sec): 3 clusters
  Score: Raw -227852.000769 + Penalty 2561.138562 = -225290.862207
  nChanged 7
		SP:Iteration 41Q (148475.170000 sec): 3 clusters
  Score: Raw -227854.711131 + Penalty 2561.138562 = -225293.572569
  nChanged 9
		SP:Iteration 42Q (148475.220000 sec): 3 clusters
  Score: Raw -227858.214656 + Penalty 2561.138562 = -225297.076094
  nChanged 7
		SP:Iteration 43Q (148475.270000 sec): 3 clusters
  Score: Raw -227861.292988 + Penalty 2561.138562 = -225300.154426
  nChanged 13
		SP:Iteration 44Q (148475.330000 sec): 3 clusters
  Score: Raw -227866.950912 + Penalty 2561.138562 = -225305.812350
  nChanged 9
		SP:Iteration 45Q (148475.380000 sec): 3 clusters
  Score: Raw -227870.939432 + Penalty 2561.138562 = -225309.800870
  nChanged 10
		SP:Iteration 46Q (148475.430000 sec): 3 clusters
  Score: Raw -227874.668497 + Penalty 2561.138562 = -225313.529935
  nChanged 9
		SP:Iteration 47Q (148475.480000 sec): 3 clusters
  Score: Raw -227878.344064 + Penalty 2561.138562 = -225317.205502
  nChanged 5
		SP:Iteration 48Q (148475.530000 sec): 3 clusters
  Score: Raw -227880.737893 + Penalty 2561.138562 = -225319.599331
  nChanged 9
		SP:Iteration 49Q (148475.590000 sec): 3 clusters
  Score: Raw -227884.381488 + Penalty 2561.138562 = -225323.242926
  nChanged 7
		SP:Iteration 50Q (148475.640000 sec): 3 clusters
  Score: Raw -227887.776420 + Penalty 2561.138562 = -225326.637858
  nChanged 9
		SP:Iteration 51Q (148475.690000 sec): 3 clusters
  Score: Raw -227891.197107 + Penalty 2561.138562 = -225330.058545
  nChanged 12
		SP:Iteration 52Q (148475.750000 sec): 3 clusters
  Score: Raw -227896.141745 + Penalty 2561.138562 = -225335.003183
  nChanged 14
		SP:Iteration 53Q (148475.800000 sec): 3 clusters
  Score: Raw -227901.863584 + Penalty 2561.138562 = -225340.725022
  nChanged 18
		SP:Iteration 54Q (148475.850000 sec): 3 clusters
  Score: Raw -227909.379907 + Penalty 2561.138562 = -225348.241345
  nChanged 14
		SP:Iteration 55Q (148475.900000 sec): 3 clusters
  Score: Raw -227914.148110 + Penalty 2561.138562 = -225353.009548
  nChanged 11
		SP:Iteration 56Q (148475.950000 sec): 3 clusters
  Score: Raw -227918.406630 + Penalty 2561.138562 = -225357.268069
  nChanged 4
		SP:Iteration 57Q (148476.010000 sec): 3 clusters
  Score: Raw -227920.611194 + Penalty 2561.138562 = -225359.472633
  nChanged 7
		SP:Iteration 58Q (148476.060000 sec): 3 clusters
  Score: Raw -227923.974041 + Penalty 2561.138562 = -225362.835480
  nChanged 9
		SP:Iteration 59Q (148476.110000 sec): 3 clusters
  Score: Raw -227929.544610 + Penalty 2561.138562 = -225368.406048
  nChanged 13
		SP:Iteration 60F (148476.160000 sec): 3 clusters
  Score: Raw -227935.883423 + Penalty 2561.138562 = -225374.744861
  nChanged 13
		SP:Iteration 61Q (148476.210000 sec): 3 clusters
  Score: Raw -227942.449008 + Penalty 2561.138562 = -225381.310446
  nChanged 5
		SP:Iteration 62Q (148476.270000 sec): 3 clusters
  Score: Raw -227944.888204 + Penalty 2561.138562 = -225383.749642
  nChanged 9
		SP:Iteration 63Q (148476.320000 sec): 3 clusters
  Score: Raw -227948.797664 + Penalty 2561.138562 = -225387.659102
  nChanged 4
		SP:Iteration 64Q (148476.370000 sec): 3 clusters
  Score: Raw -227950.026308 + Penalty 2561.138562 = -225388.887746
  nChanged 3
		SP:Iteration 65Q (148476.420000 sec): 3 clusters
  Score: Raw -227951.261613 + Penalty 2561.138562 = -225390.123051
  nChanged 8
		SP:Iteration 66Q (148476.470000 sec): 3 clusters
  Score: Raw -227955.596765 + Penalty 2561.138562 = -225394.458203
  nChanged 9
		SP:Iteration 67Q (148476.530000 sec): 3 clusters
  Score: Raw -227960.834974 + Penalty 2561.138562 = -225399.696413
  nChanged 10
		SP:Iteration 68Q (148476.580000 sec): 3 clusters
  Score: Raw -227965.740125 + Penalty 2561.138562 = -225404.601563
  nChanged 7
		SP:Iteration 69Q (148476.630000 sec): 3 clusters
  Score: Raw -227969.764141 + Penalty 2561.138562 = -225408.625579
  nChanged 9
		SP:Iteration 70Q (148476.680000 sec): 3 clusters
  Score: Raw -227972.885429 + Penalty 2561.138562 = -225411.746867
  nChanged 8
		SP:Iteration 71Q (148476.730000 sec): 3 clusters
  Score: Raw -227976.948465 + Penalty 2561.138562 = -225415.809903
  nChanged 13
		SP:Iteration 72Q (148476.790000 sec): 3 clusters
  Score: Raw -227983.977986 + Penalty 2561.138562 = -225422.839424
  nChanged 9
		SP:Iteration 73Q (148476.840000 sec): 3 clusters
  Score: Raw -227990.468845 + Penalty 2561.138562 = -225429.330283
  nChanged 8
		SP:Iteration 74Q (148476.890000 sec): 3 clusters
  Score: Raw -227992.498781 + Penalty 2561.138562 = -225431.360219
  nChanged 3
		SP:Iteration 75Q (148476.940000 sec): 3 clusters
  Score: Raw -227994.495354 + Penalty 2561.138562 = -225433.356792
  nChanged 7
		SP:Iteration 76Q (148476.990000 sec): 3 clusters
  Score: Raw -227998.016246 + Penalty 2561.138562 = -225436.877684
  nChanged 5
		SP:Iteration 77Q (148477.040000 sec): 3 clusters
  Score: Raw -228001.674389 + Penalty 2561.138562 = -225440.535827
  nChanged 5
		SP:Iteration 78Q (148477.090000 sec): 3 clusters
  Score: Raw -228003.410490 + Penalty 2561.138562 = -225442.271928
  nChanged 1
		SP:Iteration 79Q (148477.150000 sec): 3 clusters
  Score: Raw -228003.726383 + Penalty 2561.138562 = -225442.587822
  nChanged 2
		SP:Iteration 80F (148477.200000 sec): 3 clusters
  Score: Raw -228004.335507 + Penalty 2561.138562 = -225443.196945
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 86 (1091 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (148477.250000 sec): 2 clusters
  Score: Raw -79041.845124 + Penalty 1136.663123 = -77905.182001
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (148477.270000 sec): 3 clusters
  Score: Raw -78708.794367 + Penalty 2273.326245 = -76435.468122
  nChanged 334
		SP:Iteration 1F (148477.290000 sec): 3 clusters
  Score: Raw -79073.832628 + Penalty 2273.326245 = -76800.506383
  nChanged 112
		SP:Iteration 2F (148477.320000 sec): 3 clusters
  Score: Raw -79217.656065 + Penalty 2273.326245 = -76944.329820
  nChanged 65
		SP:Iteration 3F (148477.340000 sec): 3 clusters
  Score: Raw -79290.532321 + Penalty 2273.326245 = -77017.206075
  nChanged 40
		SP:Iteration 4Q (148477.360000 sec): 3 clusters
  Score: Raw -79337.776540 + Penalty 2273.326245 = -77064.450295
  nChanged 25
		SP:Iteration 5Q (148477.380000 sec): 3 clusters
  Score: Raw -79367.502321 + Penalty 2273.326245 = -77094.176075
  nChanged 26
		SP:Iteration 6Q (148477.410000 sec): 3 clusters
  Score: Raw -79394.566042 + Penalty 2273.326245 = -77121.239797
  nChanged 18
		SP:Iteration 7Q (148477.430000 sec): 3 clusters
  Score: Raw -79409.488096 + Penalty 2273.326245 = -77136.161851
  nChanged 16
		SP:Iteration 8Q (148477.450000 sec): 3 clusters
  Score: Raw -79424.268071 + Penalty 2273.326245 = -77150.941826
  nChanged 13
		SP:Iteration 9Q (148477.470000 sec): 3 clusters
  Score: Raw -79434.396211 + Penalty 2273.326245 = -77161.069966
  nChanged 9
		SP:Iteration 10Q (148477.490000 sec): 3 clusters
  Score: Raw -79443.684707 + Penalty 2273.326245 = -77170.358462
  nChanged 9
		SP:Iteration 11Q (148477.510000 sec): 3 clusters
  Score: Raw -79450.424563 + Penalty 2273.326245 = -77177.098318
  nChanged 8
		SP:Iteration 12Q (148477.540000 sec): 3 clusters
  Score: Raw -79461.649053 + Penalty 2273.326245 = -77188.322808
  nChanged 9
		SP:Iteration 13Q (148477.560000 sec): 3 clusters
  Score: Raw -79475.139019 + Penalty 2273.326245 = -77201.812774
  nChanged 8
		SP:Iteration 14Q (148477.580000 sec): 3 clusters
  Score: Raw -79486.186350 + Penalty 2273.326245 = -77212.860104
  nChanged 6
		SP:Iteration 15Q (148477.600000 sec): 3 clusters
  Score: Raw -79491.852448 + Penalty 2273.326245 = -77218.526202
  nChanged 9
		SP:Iteration 16Q (148477.630000 sec): 3 clusters
  Score: Raw -79503.149986 + Penalty 2273.326245 = -77229.823741
  nChanged 10
		SP:Iteration 17Q (148477.650000 sec): 3 clusters
  Score: Raw -79518.842032 + Penalty 2273.326245 = -77245.515786
  nChanged 11
		SP:Iteration 18Q (148477.670000 sec): 3 clusters
  Score: Raw -79540.134040 + Penalty 2273.326245 = -77266.807795
  nChanged 6
		SP:Iteration 19Q (148477.690000 sec): 3 clusters
  Score: Raw -79550.066880 + Penalty 2273.326245 = -77276.740635
  nChanged 6
		SP:Iteration 20F (148477.720000 sec): 3 clusters
  Score: Raw -79568.150872 + Penalty 2273.326245 = -77294.824626
  nChanged 9
		SP:Iteration 21Q (148477.740000 sec): 3 clusters
  Score: Raw -79585.404945 + Penalty 2273.326245 = -77312.078699
  nChanged 12
		SP:Iteration 22Q (148477.760000 sec): 3 clusters
  Score: Raw -79599.073912 + Penalty 2273.326245 = -77325.747666
  nChanged 9
		SP:Iteration 23Q (148477.780000 sec): 3 clusters
  Score: Raw -79611.694093 + Penalty 2273.326245 = -77338.367848
  nChanged 6
		SP:Iteration 24Q (148477.800000 sec): 3 clusters
  Score: Raw -79618.556877 + Penalty 2273.326245 = -77345.230632
  nChanged 5
		SP:Iteration 25Q (148477.820000 sec): 3 clusters
  Score: Raw -79623.373696 + Penalty 2273.326245 = -77350.047451
  nChanged 6
		SP:Iteration 26Q (148477.840000 sec): 3 clusters
  Score: Raw -79630.580197 + Penalty 2273.326245 = -77357.253952
  nChanged 4
		SP:Iteration 27Q (148477.870000 sec): 3 clusters
  Score: Raw -79634.329546 + Penalty 2273.326245 = -77361.003301
  nChanged 5
		SP:Iteration 28Q (148477.890000 sec): 3 clusters
  Score: Raw -79638.306567 + Penalty 2273.326245 = -77364.980322
  nChanged 2
		SP:Iteration 29Q (148477.910000 sec): 3 clusters
  Score: Raw -79640.986772 + Penalty 2273.326245 = -77367.660527
  nChanged 2
		SP:Iteration 30Q (148477.940000 sec): 3 clusters
  Score: Raw -79642.799909 + Penalty 2273.326245 = -77369.473663
  nChanged 0
		SP:Iteration 31F (148477.960000 sec): 3 clusters
  Score: Raw -79642.799909 + Penalty 2273.326245 = -77369.473663
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 87 (6158 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (148478.050000 sec): 2 clusters
  Score: Raw -555935.283750 + Penalty 1417.894941 = -554517.388810
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (148478.190000 sec): 3 clusters
  Score: Raw -552619.412350 + Penalty 2835.789882 = -549783.622468
  nChanged 2534
		SP:Iteration 1F (148478.300000 sec): 3 clusters
  Score: Raw -554067.377477 + Penalty 2835.789882 = -551231.587595
  nChanged 435
		SP:Iteration 2F (148478.410000 sec): 3 clusters
  Score: Raw -554328.531727 + Penalty 2835.789882 = -551492.741845
  nChanged 366
		SP:Iteration 3F (148478.510000 sec): 3 clusters
  Score: Raw -554539.397464 + Penalty 2835.789882 = -551703.607582
  nChanged 316
		SP:Iteration 4F (148478.610000 sec): 3 clusters
  Score: Raw -554750.138998 + Penalty 2835.789882 = -551914.349116
  nChanged 309
		SP:Iteration 5F (148478.710000 sec): 3 clusters
  Score: Raw -554985.225471 + Penalty 2835.789882 = -552149.435589
  nChanged 314
		SP:Iteration 6F (148478.810000 sec): 3 clusters
  Score: Raw -555250.583383 + Penalty 2835.789882 = -552414.793501
  nChanged 266
		SP:Iteration 7Q (148478.920000 sec): 3 clusters
  Score: Raw -555501.178335 + Penalty 2835.789882 = -552665.388453
  nChanged 243
		SP:Iteration 8Q (148479.030000 sec): 3 clusters
  Score: Raw -555784.888723 + Penalty 2835.789882 = -552949.098841
  nChanged 241
		SP:Iteration 9Q (148479.130000 sec): 3 clusters
  Score: Raw -556048.956941 + Penalty 2835.789882 = -553213.167059
  nChanged 209
		SP:Iteration 10Q (148479.230000 sec): 3 clusters
  Score: Raw -556259.199354 + Penalty 2835.789882 = -553423.409472
  nChanged 151
		SP:Iteration 11Q (148479.330000 sec): 3 clusters
  Score: Raw -556397.219919 + Penalty 2835.789882 = -553561.430038
  nChanged 103
		SP:Iteration 12Q (148479.430000 sec): 3 clusters
  Score: Raw -556458.670104 + Penalty 2835.789882 = -553622.880222
  nChanged 68
		SP:Iteration 13Q (148479.540000 sec): 3 clusters
  Score: Raw -556498.032263 + Penalty 2835.789882 = -553662.242381
  nChanged 46
		SP:Iteration 14Q (148479.640000 sec): 3 clusters
  Score: Raw -556516.405437 + Penalty 2835.789882 = -553680.615556
  nChanged 24
		SP:Iteration 15Q (148479.740000 sec): 3 clusters
  Score: Raw -556524.043472 + Penalty 2835.789882 = -553688.253590
  nChanged 17
		SP:Iteration 16Q (148479.840000 sec): 3 clusters
  Score: Raw -556528.705415 + Penalty 2835.789882 = -553692.915534
  nChanged 11
		SP:Iteration 17Q (148479.940000 sec): 3 clusters
  Score: Raw -556531.882452 + Penalty 2835.789882 = -553696.092571
  nChanged 9
		SP:Iteration 18Q (148480.040000 sec): 3 clusters
  Score: Raw -556534.228108 + Penalty 2835.789882 = -553698.438226
  nChanged 6
		SP:Iteration 19Q (148480.140000 sec): 3 clusters
  Score: Raw -556535.447837 + Penalty 2835.789882 = -553699.657956
  nChanged 4
		SP:Iteration 20F (148480.240000 sec): 3 clusters
  Score: Raw -556536.867570 + Penalty 2835.789882 = -553701.077688
  nChanged 7
		SP:Iteration 21Q (148480.340000 sec): 3 clusters
  Score: Raw -556538.730739 + Penalty 2835.789882 = -553702.940857
  nChanged 4
		SP:Iteration 22Q (148480.440000 sec): 3 clusters
  Score: Raw -556539.380548 + Penalty 2835.789882 = -553703.590666
  nChanged 4
		SP:Iteration 23Q (148480.540000 sec): 3 clusters
  Score: Raw -556540.443074 + Penalty 2835.789882 = -553704.653192
  nChanged 5
		SP:Iteration 24Q (148480.650000 sec): 3 clusters
  Score: Raw -556541.740837 + Penalty 2835.789882 = -553705.950956
  nChanged 4
		SP:Iteration 25Q (148480.750000 sec): 3 clusters
  Score: Raw -556542.981456 + Penalty 2835.789882 = -553707.191574
  nChanged 3
		SP:Iteration 26Q (148480.850000 sec): 3 clusters
  Score: Raw -556543.734160 + Penalty 2835.789882 = -553707.944278
  nChanged 4
		SP:Iteration 27Q (148480.950000 sec): 3 clusters
  Score: Raw -556544.366395 + Penalty 2835.789882 = -553708.576513
  nChanged 2
		SP:Iteration 28Q (148481.050000 sec): 3 clusters
  Score: Raw -556545.032440 + Penalty 2835.789882 = -553709.242558
  nChanged 3
		SP:Iteration 29Q (148481.150000 sec): 3 clusters
  Score: Raw -556545.970641 + Penalty 2835.789882 = -553710.180759
  nChanged 6
		SP:Iteration 30Q (148481.250000 sec): 3 clusters
  Score: Raw -556547.109835 + Penalty 2835.789882 = -553711.319953
  nChanged 1
		SP:Iteration 31Q (148481.350000 sec): 3 clusters
  Score: Raw -556547.306845 + Penalty 2835.789882 = -553711.516964
  nChanged 0
		SP:Iteration 32F (148481.450000 sec): 3 clusters
  Score: Raw -556547.306845 + Penalty 2835.789882 = -553711.516964
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 88 (10501 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (148481.580000 sec): 2 clusters
  Score: Raw -906552.940139 + Penalty 1504.624188 = -905048.315951
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (148481.740000 sec): 3 clusters
  Score: Raw -900471.901982 + Penalty 3009.248375 = -897462.653607
  nChanged 4637
		SP:Iteration 1F (148481.900000 sec): 3 clusters
  Score: Raw -903050.448886 + Penalty 3009.248375 = -900041.200511
  nChanged 667
		SP:Iteration 2F (148482.040000 sec): 3 clusters
  Score: Raw -903377.386501 + Penalty 3009.248375 = -900368.138126
  nChanged 591
		SP:Iteration 3F (148482.220000 sec): 3 clusters
  Score: Raw -903682.422674 + Penalty 3009.248375 = -900673.174298
  nChanged 554
		SP:Iteration 4F (148482.370000 sec): 3 clusters
  Score: Raw -903989.576460 + Penalty 3009.248375 = -900980.328085
  nChanged 568
		SP:Iteration 5F (148482.530000 sec): 3 clusters
  Score: Raw -904308.589986 + Penalty 3009.248375 = -901299.341611
  nChanged 538
		SP:Iteration 6F (148482.720000 sec): 3 clusters
  Score: Raw -904605.422816 + Penalty 3009.248375 = -901596.174440
  nChanged 511
		SP:Iteration 7Q (148482.880000 sec): 3 clusters
  Score: Raw -904855.112696 + Penalty 3009.248375 = -901845.864321
  nChanged 435
		SP:Iteration 8Q (148483.060000 sec): 3 clusters
  Score: Raw -905047.592040 + Penalty 3009.248375 = -902038.343665
  nChanged 343
		SP:Iteration 9Q (148483.220000 sec): 3 clusters
  Score: Raw -905182.270514 + Penalty 3009.248375 = -902173.022138
  nChanged 293
		SP:Iteration 10Q (148483.390000 sec): 3 clusters
  Score: Raw -905285.325786 + Penalty 3009.248375 = -902276.077411
  nChanged 242
		SP:Iteration 11Q (148483.560000 sec): 3 clusters
  Score: Raw -905378.851282 + Penalty 3009.248375 = -902369.602907
  nChanged 224
		SP:Iteration 12Q (148483.720000 sec): 3 clusters
  Score: Raw -905466.047526 + Penalty 3009.248375 = -902456.799151
  nChanged 209
		SP:Iteration 13Q (148483.910000 sec): 3 clusters
  Score: Raw -905539.358217 + Penalty 3009.248375 = -902530.109842
  nChanged 178
		SP:Iteration 14Q (148484.060000 sec): 3 clusters
  Score: Raw -905606.575070 + Penalty 3009.248375 = -902597.326695
  nChanged 188
		SP:Iteration 15Q (148484.250000 sec): 3 clusters
  Score: Raw -905679.212207 + Penalty 3009.248375 = -902669.963832
  nChanged 192
		SP:Iteration 16Q (148484.410000 sec): 3 clusters
  Score: Raw -905758.077074 + Penalty 3009.248375 = -902748.828699
  nChanged 177
		SP:Iteration 17Q (148484.580000 sec): 3 clusters
  Score: Raw -905836.373124 + Penalty 3009.248375 = -902827.124749
  nChanged 179
		SP:Iteration 18Q (148484.750000 sec): 3 clusters
  Score: Raw -905909.238463 + Penalty 3009.248375 = -902899.990088
  nChanged 171
		SP:Iteration 19Q (148484.910000 sec): 3 clusters
  Score: Raw -905975.880349 + Penalty 3009.248375 = -902966.631974
  nChanged 157
		SP:Iteration 20F (148485.080000 sec): 3 clusters
  Score: Raw -906038.676983 + Penalty 3009.248375 = -903029.428608
  nChanged 165
		SP:Iteration 21Q (148485.240000 sec): 3 clusters
  Score: Raw -906111.427442 + Penalty 3009.248375 = -903102.179067
  nChanged 163
		SP:Iteration 22Q (148485.410000 sec): 3 clusters
  Score: Raw -906179.151954 + Penalty 3009.248375 = -903169.903579
  nChanged 142
		SP:Iteration 23Q (148485.570000 sec): 3 clusters
  Score: Raw -906237.621491 + Penalty 3009.248375 = -903228.373116
  nChanged 139
		SP:Iteration 24Q (148485.740000 sec): 3 clusters
  Score: Raw -906298.740617 + Penalty 3009.248375 = -903289.492242
  nChanged 143
		SP:Iteration 25Q (148485.920000 sec): 3 clusters
  Score: Raw -906360.844080 + Penalty 3009.248375 = -903351.595705
  nChanged 134
		SP:Iteration 26Q (148486.070000 sec): 3 clusters
  Score: Raw -906429.229702 + Penalty 3009.248375 = -903419.981327
  nChanged 117
		SP:Iteration 27Q (148486.240000 sec): 3 clusters
  Score: Raw -906490.770152 + Penalty 3009.248375 = -903481.521777
  nChanged 101
		SP:Iteration 28Q (148486.400000 sec): 3 clusters
  Score: Raw -906540.655979 + Penalty 3009.248375 = -903531.407604
  nChanged 84
		SP:Iteration 29Q (148486.550000 sec): 3 clusters
  Score: Raw -906588.400175 + Penalty 3009.248375 = -903579.151799
  nChanged 80
		SP:Iteration 30Q (148486.730000 sec): 3 clusters
  Score: Raw -906628.150674 + Penalty 3009.248375 = -903618.902299
  nChanged 67
		SP:Iteration 31Q (148486.880000 sec): 3 clusters
  Score: Raw -906660.275884 + Penalty 3009.248375 = -903651.027509
  nChanged 52
		SP:Iteration 32Q (148487.040000 sec): 3 clusters
  Score: Raw -906684.267644 + Penalty 3009.248375 = -903675.019269
  nChanged 50
		SP:Iteration 33Q (148487.230000 sec): 3 clusters
  Score: Raw -906704.448076 + Penalty 3009.248375 = -903695.199701
  nChanged 41
		SP:Iteration 34Q (148487.370000 sec): 3 clusters
  Score: Raw -906723.475555 + Penalty 3009.248375 = -903714.227180
  nChanged 32
		SP:Iteration 35Q (148487.540000 sec): 3 clusters
  Score: Raw -906736.048856 + Penalty 3009.248375 = -903726.800481
  nChanged 31
		SP:Iteration 36Q (148487.690000 sec): 3 clusters
  Score: Raw -906748.626429 + Penalty 3009.248375 = -903739.378054
  nChanged 26
		SP:Iteration 37Q (148487.840000 sec): 3 clusters
  Score: Raw -906758.744440 + Penalty 3009.248375 = -903749.496065
  nChanged 24
		SP:Iteration 38Q (148488.030000 sec): 3 clusters
  Score: Raw -906767.618459 + Penalty 3009.248375 = -903758.370084
  nChanged 23
		SP:Iteration 39Q (148488.170000 sec): 3 clusters
  Score: Raw -906777.104207 + Penalty 3009.248375 = -903767.855831
  nChanged 26
		SP:Iteration 40F (148488.340000 sec): 3 clusters
  Score: Raw -906787.757347 + Penalty 3009.248375 = -903778.508972
  nChanged 26
		SP:Iteration 41Q (148488.520000 sec): 3 clusters
  Score: Raw -906798.556281 + Penalty 3009.248375 = -903789.307905
  nChanged 26
		SP:Iteration 42Q (148488.660000 sec): 3 clusters
  Score: Raw -906808.900576 + Penalty 3009.248375 = -903799.652201
  nChanged 24
		SP:Iteration 43Q (148488.820000 sec): 3 clusters
  Score: Raw -906817.364137 + Penalty 3009.248375 = -903808.115762
  nChanged 16
		SP:Iteration 44Q (148488.980000 sec): 3 clusters
  Score: Raw -906823.493020 + Penalty 3009.248375 = -903814.244644
  nChanged 23
		SP:Iteration 45Q (148489.120000 sec): 3 clusters
  Score: Raw -906831.391984 + Penalty 3009.248375 = -903822.143609
  nChanged 22
		SP:Iteration 46Q (148489.300000 sec): 3 clusters
  Score: Raw -906842.305015 + Penalty 3009.248375 = -903833.056640
  nChanged 30
		SP:Iteration 47Q (148489.450000 sec): 3 clusters
  Score: Raw -906857.034997 + Penalty 3009.248375 = -903847.786622
  nChanged 34
		SP:Iteration 48Q (148489.590000 sec): 3 clusters
  Score: Raw -906873.530854 + Penalty 3009.248375 = -903864.282479
  nChanged 27
		SP:Iteration 49Q (148489.770000 sec): 3 clusters
  Score: Raw -906889.038041 + Penalty 3009.248375 = -903879.789666
  nChanged 27
		SP:Iteration 50Q (148489.920000 sec): 3 clusters
  Score: Raw -906902.368552 + Penalty 3009.248375 = -903893.120177
  nChanged 21
		SP:Iteration 51Q (148490.070000 sec): 3 clusters
  Score: Raw -906910.153008 + Penalty 3009.248375 = -903900.904633
  nChanged 13
		SP:Iteration 52Q (148490.240000 sec): 3 clusters
  Score: Raw -906916.658936 + Penalty 3009.248375 = -903907.410561
  nChanged 19
		SP:Iteration 53Q (148490.390000 sec): 3 clusters
  Score: Raw -906922.770926 + Penalty 3009.248375 = -903913.522551
  nChanged 12
		SP:Iteration 54Q (148490.540000 sec): 3 clusters
  Score: Raw -906927.333935 + Penalty 3009.248375 = -903918.085560
  nChanged 9
		SP:Iteration 55Q (148490.720000 sec): 3 clusters
  Score: Raw -906930.234762 + Penalty 3009.248375 = -903920.986387
  nChanged 10
		SP:Iteration 56Q (148490.870000 sec): 3 clusters
  Score: Raw -906933.474393 + Penalty 3009.248375 = -903924.226018
  nChanged 9
		SP:Iteration 57Q (148491.020000 sec): 3 clusters
  Score: Raw -906935.265130 + Penalty 3009.248375 = -903926.016755
  nChanged 6
		SP:Iteration 58Q (148491.200000 sec): 3 clusters
  Score: Raw -906939.365020 + Penalty 3009.248375 = -903930.116645
  nChanged 10
		SP:Iteration 59Q (148491.350000 sec): 3 clusters
  Score: Raw -906947.743723 + Penalty 3009.248375 = -903938.495348
  nChanged 13
		SP:Iteration 60F (148491.510000 sec): 3 clusters
  Score: Raw -906955.306443 + Penalty 3009.248375 = -903946.058068
  nChanged 16
		SP:Iteration 61Q (148491.690000 sec): 3 clusters
  Score: Raw -906963.599865 + Penalty 3009.248375 = -903954.351490
  nChanged 16
		SP:Iteration 62Q (148491.830000 sec): 3 clusters
  Score: Raw -906968.473997 + Penalty 3009.248375 = -903959.225622
  nChanged 7
		SP:Iteration 63Q (148491.990000 sec): 3 clusters
  Score: Raw -906970.240099 + Penalty 3009.248375 = -903960.991724
  nChanged 4
		SP:Iteration 64Q (148492.150000 sec): 3 clusters
  Score: Raw -906971.431538 + Penalty 3009.248375 = -903962.183163
  nChanged 5
		SP:Iteration 65Q (148492.280000 sec): 3 clusters
  Score: Raw -906973.250285 + Penalty 3009.248375 = -903964.001910
  nChanged 6
		SP:Iteration 66Q (148492.450000 sec): 3 clusters
  Score: Raw -906975.415327 + Penalty 3009.248375 = -903966.166952
  nChanged 7
		SP:Iteration 67Q (148492.630000 sec): 3 clusters
  Score: Raw -906978.055335 + Penalty 3009.248375 = -903968.806960
  nChanged 4
		SP:Iteration 68Q (148492.770000 sec): 3 clusters
  Score: Raw -906978.729385 + Penalty 3009.248375 = -903969.481009
  nChanged 0
		SP:Iteration 69F (148492.930000 sec): 3 clusters
  Score: Raw -906978.729385 + Penalty 3009.248375 = -903969.481009
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 89 (1066 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (148493.010000 sec): 2 clusters
  Score: Raw -84693.770478 + Penalty 1132.896148 = -83560.874330
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (148493.030000 sec): 3 clusters
  Score: Raw -84336.849763 + Penalty 2265.792297 = -82071.057466
  nChanged 314
		SP:Iteration 1F (148493.050000 sec): 3 clusters
  Score: Raw -84651.072515 + Penalty 2265.792297 = -82385.280219
  nChanged 88
		SP:Iteration 2F (148493.080000 sec): 3 clusters
  Score: Raw -84766.791549 + Penalty 2265.792297 = -82500.999252
  nChanged 55
		SP:Iteration 3F (148493.100000 sec): 3 clusters
  Score: Raw -84861.132210 + Penalty 2265.792297 = -82595.339913
  nChanged 38
		SP:Iteration 4Q (148493.120000 sec): 3 clusters
  Score: Raw -84925.392846 + Penalty 2265.792297 = -82659.600550
  nChanged 34
		SP:Iteration 5Q (148493.140000 sec): 3 clusters
  Score: Raw -84996.501159 + Penalty 2265.792297 = -82730.708862
  nChanged 39
		SP:Iteration 6Q (148493.160000 sec): 3 clusters
  Score: Raw -85070.996248 + Penalty 2265.792297 = -82805.203951
  nChanged 31
		SP:Iteration 7Q (148493.190000 sec): 3 clusters
  Score: Raw -85108.750170 + Penalty 2265.792297 = -82842.957873
  nChanged 17
		SP:Iteration 8Q (148493.210000 sec): 3 clusters
  Score: Raw -85131.262607 + Penalty 2265.792297 = -82865.470311
  nChanged 11
		SP:Iteration 9Q (148493.230000 sec): 3 clusters
  Score: Raw -85142.043541 + Penalty 2265.792297 = -82876.251244
  nChanged 8
		SP:Iteration 10Q (148493.250000 sec): 3 clusters
  Score: Raw -85151.609610 + Penalty 2265.792297 = -82885.817313
  nChanged 3
		SP:Iteration 11Q (148493.270000 sec): 3 clusters
  Score: Raw -85154.002355 + Penalty 2265.792297 = -82888.210058
  nChanged 3
		SP:Iteration 12Q (148493.290000 sec): 3 clusters
  Score: Raw -85156.571351 + Penalty 2265.792297 = -82890.779054
  nChanged 2
		SP:Iteration 13Q (148493.310000 sec): 3 clusters
  Score: Raw -85159.404748 + Penalty 2265.792297 = -82893.612452
  nChanged 6
		SP:Iteration 14Q (148493.330000 sec): 3 clusters
  Score: Raw -85164.981751 + Penalty 2265.792297 = -82899.189455
  nChanged 2
		SP:Iteration 15Q (148493.350000 sec): 3 clusters
  Score: Raw -85166.326515 + Penalty 2265.792297 = -82900.534218
  nChanged 0
		SP:Iteration 16F (148493.380000 sec): 3 clusters
  Score: Raw -85166.326515 + Penalty 2265.792297 = -82900.534218
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 90 (36139 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (148493.650000 sec): 2 clusters
  Score: Raw -3286925.949290 + Penalty 1705.458283 = -3285220.491007
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (148494.060000 sec): 3 clusters
  Score: Raw -3264479.889323 + Penalty 3410.916565 = -3261068.972758
  nChanged 16706
		SP:Iteration 1F (148494.490000 sec): 3 clusters
  Score: Raw -3274396.230378 + Penalty 3410.916565 = -3270985.313812
  nChanged 2313
		SP:Iteration 2F (148494.850000 sec): 3 clusters
  Score: Raw -3275638.535380 + Penalty 3410.916565 = -3272227.618814
  nChanged 2588
		SP:Iteration 3F (148495.250000 sec): 3 clusters
  Score: Raw -3277279.318296 + Penalty 3410.916565 = -3273868.401731
  nChanged 2682
		SP:Iteration 4F (148495.670000 sec): 3 clusters
  Score: Raw -3279122.516943 + Penalty 3410.916565 = -3275711.600378
  nChanged 2465
		SP:Iteration 5F (148496.090000 sec): 3 clusters
  Score: Raw -3280886.788635 + Penalty 3410.916565 = -3277475.872069
  nChanged 2123
		SP:Iteration 6F (148496.470000 sec): 3 clusters
  Score: Raw -3282465.773249 + Penalty 3410.916565 = -3279054.856683
  nChanged 1789
		SP:Iteration 7Q (148496.880000 sec): 3 clusters
  Score: Raw -3283888.007854 + Penalty 3410.916565 = -3280477.091288
  nChanged 1430
		SP:Iteration 8Q (148497.320000 sec): 3 clusters
  Score: Raw -3285139.425604 + Penalty 3410.916565 = -3281728.509039
  nChanged 1043
		SP:Iteration 9Q (148497.760000 sec): 3 clusters
  Score: Raw -3286066.781266 + Penalty 3410.916565 = -3282655.864701
  nChanged 606
		SP:Iteration 10Q (148498.170000 sec): 3 clusters
  Score: Raw -3286575.886027 + Penalty 3410.916565 = -3283164.969462
  nChanged 294
		SP:Iteration 11Q (148498.520000 sec): 3 clusters
  Score: Raw -3286813.966460 + Penalty 3410.916565 = -3283403.049895
  nChanged 156
		SP:Iteration 12Q (148498.910000 sec): 3 clusters
  Score: Raw -3286949.312322 + Penalty 3410.916565 = -3283538.395756
  nChanged 80
		SP:Iteration 13Q (148499.240000 sec): 3 clusters
  Score: Raw -3287023.281880 + Penalty 3410.916565 = -3283612.365314
  nChanged 64
		SP:Iteration 14Q (148499.570000 sec): 3 clusters
  Score: Raw -3287086.841387 + Penalty 3410.916565 = -3283675.924822
  nChanged 34
		SP:Iteration 15Q (148499.950000 sec): 3 clusters
  Score: Raw -3287121.859828 + Penalty 3410.916565 = -3283710.943262
  nChanged 20
		SP:Iteration 16Q (148500.300000 sec): 3 clusters
  Score: Raw -3287137.448939 + Penalty 3410.916565 = -3283726.532374
  nChanged 16
		SP:Iteration 17Q (148500.630000 sec): 3 clusters
  Score: Raw -3287152.001911 + Penalty 3410.916565 = -3283741.085346
  nChanged 16
		SP:Iteration 18Q (148501.010000 sec): 3 clusters
  Score: Raw -3287167.266516 + Penalty 3410.916565 = -3283756.349951
  nChanged 9
		SP:Iteration 19Q (148501.340000 sec): 3 clusters
  Score: Raw -3287176.826623 + Penalty 3410.916565 = -3283765.910057
  nChanged 11
		SP:Iteration 20F (148501.700000 sec): 3 clusters
  Score: Raw -3287189.424737 + Penalty 3410.916565 = -3283778.508171
  nChanged 9
		SP:Iteration 21Q (148502.080000 sec): 3 clusters
  Score: Raw -3287201.639196 + Penalty 3410.916565 = -3283790.722630
  nChanged 6
		SP:Iteration 22Q (148502.410000 sec): 3 clusters
  Score: Raw -3287211.631297 + Penalty 3410.916565 = -3283800.714732
  nChanged 5
		SP:Iteration 23Q (148502.740000 sec): 3 clusters
  Score: Raw -3287216.978752 + Penalty 3410.916565 = -3283806.062186
  nChanged 5
		SP:Iteration 24Q (148503.120000 sec): 3 clusters
  Score: Raw -3287221.048771 + Penalty 3410.916565 = -3283810.132206
  nChanged 3
		SP:Iteration 25Q (148503.470000 sec): 3 clusters
  Score: Raw -3287223.291168 + Penalty 3410.916565 = -3283812.374602
  nChanged 1
		SP:Iteration 26Q (148503.800000 sec): 3 clusters
  Score: Raw -3287224.708661 + Penalty 3410.916565 = -3283813.792096
  nChanged 1
		SP:Iteration 27Q (148504.180000 sec): 3 clusters
  Score: Raw -3287226.047543 + Penalty 3410.916565 = -3283815.130977
  nChanged 1
		SP:Iteration 28Q (148504.510000 sec): 3 clusters
  Score: Raw -3287226.493474 + Penalty 3410.916565 = -3283815.576908
  nChanged 1
		SP:Iteration 29Q (148504.830000 sec): 3 clusters
  Score: Raw -3287227.021706 + Penalty 3410.916565 = -3283816.105141
  nChanged 0
		SP:Iteration 30F (148505.250000 sec): 3 clusters
  Score: Raw -3287227.021706 + Penalty 3410.916565 = -3283816.105141
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 91 (3191 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (148505.310000 sec): 2 clusters
  Score: Raw -255325.760282 + Penalty 1311.064564 = -254014.695717
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (148505.380000 sec): 3 clusters
  Score: Raw -253814.999618 + Penalty 2622.129129 = -251192.870489
  nChanged 1228
		SP:Iteration 1F (148505.440000 sec): 3 clusters
  Score: Raw -254568.909109 + Penalty 2622.129129 = -251946.779981
  nChanged 260
		SP:Iteration 2F (148505.490000 sec): 3 clusters
  Score: Raw -254758.319771 + Penalty 2622.129129 = -252136.190643
  nChanged 204
		SP:Iteration 3F (148505.550000 sec): 3 clusters
  Score: Raw -254910.937653 + Penalty 2622.129129 = -252288.808524
  nChanged 178
		SP:Iteration 4F (148505.610000 sec): 3 clusters
  Score: Raw -255075.718068 + Penalty 2622.129129 = -252453.588939
  nChanged 174
		SP:Iteration 5F (148505.670000 sec): 3 clusters
  Score: Raw -255225.765240 + Penalty 2622.129129 = -252603.636112
  nChanged 171
		SP:Iteration 6F (148505.730000 sec): 3 clusters
  Score: Raw -255382.882940 + Penalty 2622.129129 = -252760.753812
  nChanged 148
		SP:Iteration 7Q (148505.790000 sec): 3 clusters
  Score: Raw -255501.820371 + Penalty 2622.129129 = -252879.691242
  nChanged 109
		SP:Iteration 8Q (148505.850000 sec): 3 clusters
  Score: Raw -255575.645070 + Penalty 2622.129129 = -252953.515941
  nChanged 90
		SP:Iteration 9Q (148505.910000 sec): 3 clusters
  Score: Raw -255633.782553 + Penalty 2622.129129 = -253011.653424
  nChanged 75
		SP:Iteration 10Q (148505.970000 sec): 3 clusters
  Score: Raw -255682.371492 + Penalty 2622.129129 = -253060.242364
  nChanged 71
		SP:Iteration 11Q (148506.030000 sec): 3 clusters
  Score: Raw -255716.021153 + Penalty 2622.129129 = -253093.892024
  nChanged 45
		SP:Iteration 12Q (148506.090000 sec): 3 clusters
  Score: Raw -255735.391498 + Penalty 2622.129129 = -253113.262370
  nChanged 39
		SP:Iteration 13Q (148506.150000 sec): 3 clusters
  Score: Raw -255750.833833 + Penalty 2622.129129 = -253128.704704
  nChanged 28
		SP:Iteration 14Q (148506.210000 sec): 3 clusters
  Score: Raw -255761.203430 + Penalty 2622.129129 = -253139.074302
  nChanged 22
		SP:Iteration 15Q (148506.270000 sec): 3 clusters
  Score: Raw -255768.597455 + Penalty 2622.129129 = -253146.468326
  nChanged 12
		SP:Iteration 16Q (148506.330000 sec): 3 clusters
  Score: Raw -255773.441164 + Penalty 2622.129129 = -253151.312036
  nChanged 11
		SP:Iteration 17Q (148506.390000 sec): 3 clusters
  Score: Raw -255777.869277 + Penalty 2622.129129 = -253155.740149
  nChanged 8
		SP:Iteration 18Q (148506.450000 sec): 3 clusters
  Score: Raw -255779.531566 + Penalty 2622.129129 = -253157.402438
  nChanged 4
		SP:Iteration 19Q (148506.510000 sec): 3 clusters
  Score: Raw -255780.838895 + Penalty 2622.129129 = -253158.709766
  nChanged 5
		SP:Iteration 20F (148506.570000 sec): 3 clusters
  Score: Raw -255782.346979 + Penalty 2622.129129 = -253160.217850
  nChanged 4
		SP:Iteration 21Q (148506.630000 sec): 3 clusters
  Score: Raw -255783.551586 + Penalty 2622.129129 = -253161.422458
  nChanged 3
		SP:Iteration 22Q (148506.690000 sec): 3 clusters
  Score: Raw -255784.092075 + Penalty 2622.129129 = -253161.962946
  nChanged 0
		SP:Iteration 23F (148506.750000 sec): 3 clusters
  Score: Raw -255784.092075 + Penalty 2622.129129 = -253161.962946
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 92 (4952 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (148506.830000 sec): 2 clusters
  Score: Raw -415394.730958 + Penalty 1382.476357 = -414012.254600
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (148506.920000 sec): 3 clusters
  Score: Raw -412878.616706 + Penalty 2764.952715 = -410113.663991
  nChanged 2039
		SP:Iteration 1F (148507.010000 sec): 3 clusters
  Score: Raw -414063.504910 + Penalty 2764.952715 = -411298.552195
  nChanged 397
		SP:Iteration 2F (148507.100000 sec): 3 clusters
  Score: Raw -414336.437720 + Penalty 2764.952715 = -411571.485006
  nChanged 310
		SP:Iteration 3F (148507.190000 sec): 3 clusters
  Score: Raw -414542.839956 + Penalty 2764.952715 = -411777.887242
  nChanged 237
		SP:Iteration 4Q (148507.280000 sec): 3 clusters
  Score: Raw -414679.583449 + Penalty 2764.952715 = -411914.630734
  nChanged 188
		SP:Iteration 5Q (148507.370000 sec): 3 clusters
  Score: Raw -414773.759591 + Penalty 2764.952715 = -412008.806876
  nChanged 159
		SP:Iteration 6Q (148507.460000 sec): 3 clusters
  Score: Raw -414849.786524 + Penalty 2764.952715 = -412084.833809
  nChanged 130
		SP:Iteration 7Q (148507.550000 sec): 3 clusters
  Score: Raw -414913.771654 + Penalty 2764.952715 = -412148.818939
  nChanged 107
		SP:Iteration 8Q (148507.650000 sec): 3 clusters
  Score: Raw -414964.265195 + Penalty 2764.952715 = -412199.312480
  nChanged 95
		SP:Iteration 9Q (148507.740000 sec): 3 clusters
  Score: Raw -415006.397710 + Penalty 2764.952715 = -412241.444996
  nChanged 76
		SP:Iteration 10Q (148507.830000 sec): 3 clusters
  Score: Raw -415039.855612 + Penalty 2764.952715 = -412274.902897
  nChanged 80
		SP:Iteration 11Q (148507.930000 sec): 3 clusters
  Score: Raw -415075.924956 + Penalty 2764.952715 = -412310.972241
  nChanged 73
		SP:Iteration 12Q (148508.020000 sec): 3 clusters
  Score: Raw -415110.039827 + Penalty 2764.952715 = -412345.087112
  nChanged 73
		SP:Iteration 13Q (148508.110000 sec): 3 clusters
  Score: Raw -415148.347753 + Penalty 2764.952715 = -412383.395038
  nChanged 70
		SP:Iteration 14Q (148508.200000 sec): 3 clusters
  Score: Raw -415179.764472 + Penalty 2764.952715 = -412414.811758
  nChanged 64
		SP:Iteration 15Q (148508.290000 sec): 3 clusters
  Score: Raw -415209.605368 + Penalty 2764.952715 = -412444.652653
  nChanged 58
		SP:Iteration 16Q (148508.380000 sec): 3 clusters
  Score: Raw -415238.279108 + Penalty 2764.952715 = -412473.326393
  nChanged 52
		SP:Iteration 17Q (148508.470000 sec): 3 clusters
  Score: Raw -415261.874832 + Penalty 2764.952715 = -412496.922117
  nChanged 48
		SP:Iteration 18Q (148508.570000 sec): 3 clusters
  Score: Raw -415280.080180 + Penalty 2764.952715 = -412515.127465
  nChanged 40
		SP:Iteration 19Q (148508.660000 sec): 3 clusters
  Score: Raw -415292.915724 + Penalty 2764.952715 = -412527.963009
  nChanged 34
		SP:Iteration 20F (148508.750000 sec): 3 clusters
  Score: Raw -415310.331283 + Penalty 2764.952715 = -412545.378569
  nChanged 50
		SP:Iteration 21Q (148508.840000 sec): 3 clusters
  Score: Raw -415334.360569 + Penalty 2764.952715 = -412569.407854
  nChanged 45
		SP:Iteration 22Q (148508.930000 sec): 3 clusters
  Score: Raw -415353.688536 + Penalty 2764.952715 = -412588.735822
  nChanged 32
		SP:Iteration 23Q (148509.020000 sec): 3 clusters
  Score: Raw -415367.231734 + Penalty 2764.952715 = -412602.279019
  nChanged 38
		SP:Iteration 24Q (148509.110000 sec): 3 clusters
  Score: Raw -415382.394778 + Penalty 2764.952715 = -412617.442064
  nChanged 30
		SP:Iteration 25Q (148509.200000 sec): 3 clusters
  Score: Raw -415398.111727 + Penalty 2764.952715 = -412633.159012
  nChanged 34
		SP:Iteration 26Q (148509.290000 sec): 3 clusters
  Score: Raw -415411.422885 + Penalty 2764.952715 = -412646.470171
  nChanged 32
		SP:Iteration 27Q (148509.380000 sec): 3 clusters
  Score: Raw -415427.360563 + Penalty 2764.952715 = -412662.407848
  nChanged 30
		SP:Iteration 28Q (148509.470000 sec): 3 clusters
  Score: Raw -415445.082988 + Penalty 2764.952715 = -412680.130273
  nChanged 35
		SP:Iteration 29Q (148509.560000 sec): 3 clusters
  Score: Raw -415460.731644 + Penalty 2764.952715 = -412695.778929
  nChanged 30
		SP:Iteration 30Q (148509.650000 sec): 3 clusters
  Score: Raw -415476.912902 + Penalty 2764.952715 = -412711.960187
  nChanged 37
		SP:Iteration 31Q (148509.740000 sec): 3 clusters
  Score: Raw -415498.805096 + Penalty 2764.952715 = -412733.852382
  nChanged 42
		SP:Iteration 32Q (148509.830000 sec): 3 clusters
  Score: Raw -415519.788848 + Penalty 2764.952715 = -412754.836133
  nChanged 39
		SP:Iteration 33Q (148509.920000 sec): 3 clusters
  Score: Raw -415538.101639 + Penalty 2764.952715 = -412773.148924
  nChanged 24
		SP:Iteration 34Q (148510.000000 sec): 3 clusters
  Score: Raw -415549.313485 + Penalty 2764.952715 = -412784.360771
  nChanged 23
		SP:Iteration 35Q (148510.090000 sec): 3 clusters
  Score: Raw -415560.519848 + Penalty 2764.952715 = -412795.567134
  nChanged 21
		SP:Iteration 36Q (148510.180000 sec): 3 clusters
  Score: Raw -415569.760294 + Penalty 2764.952715 = -412804.807579
  nChanged 22
		SP:Iteration 37Q (148510.260000 sec): 3 clusters
  Score: Raw -415579.441194 + Penalty 2764.952715 = -412814.488479
  nChanged 17
		SP:Iteration 38Q (148510.350000 sec): 3 clusters
  Score: Raw -415585.021090 + Penalty 2764.952715 = -412820.068376
  nChanged 9
		SP:Iteration 39Q (148510.440000 sec): 3 clusters
  Score: Raw -415588.602023 + Penalty 2764.952715 = -412823.649309
  nChanged 8
		SP:Iteration 40F (148510.530000 sec): 3 clusters
  Score: Raw -415591.963538 + Penalty 2764.952715 = -412827.010823
  nChanged 8
		SP:Iteration 41Q (148510.620000 sec): 3 clusters
  Score: Raw -415594.392340 + Penalty 2764.952715 = -412829.439625
  nChanged 5
		SP:Iteration 42Q (148510.700000 sec): 3 clusters
  Score: Raw -415595.368246 + Penalty 2764.952715 = -412830.415531
  nChanged 3
		SP:Iteration 43Q (148510.790000 sec): 3 clusters
  Score: Raw -415596.145998 + Penalty 2764.952715 = -412831.193284
  nChanged 5
		SP:Iteration 44Q (148510.880000 sec): 3 clusters
  Score: Raw -415597.634284 + Penalty 2764.952715 = -412832.681569
  nChanged 5
		SP:Iteration 45Q (148510.960000 sec): 3 clusters
  Score: Raw -415599.120238 + Penalty 2764.952715 = -412834.167524
  nChanged 9
		SP:Iteration 46Q (148511.050000 sec): 3 clusters
  Score: Raw -415601.696822 + Penalty 2764.952715 = -412836.744107
  nChanged 9
		SP:Iteration 47Q (148511.140000 sec): 3 clusters
  Score: Raw -415605.308478 + Penalty 2764.952715 = -412840.355763
  nChanged 5
		SP:Iteration 48Q (148511.220000 sec): 3 clusters
  Score: Raw -415607.070923 + Penalty 2764.952715 = -412842.118208
  nChanged 4
		SP:Iteration 49Q (148511.310000 sec): 3 clusters
  Score: Raw -415609.662567 + Penalty 2764.952715 = -412844.709852
  nChanged 4
		SP:Iteration 50Q (148511.400000 sec): 3 clusters
  Score: Raw -415611.903440 + Penalty 2764.952715 = -412846.950725
  nChanged 7
		SP:Iteration 51Q (148511.490000 sec): 3 clusters
  Score: Raw -415614.490289 + Penalty 2764.952715 = -412849.537575
  nChanged 6
		SP:Iteration 52Q (148511.570000 sec): 3 clusters
  Score: Raw -415617.389704 + Penalty 2764.952715 = -412852.436990
  nChanged 4
		SP:Iteration 53Q (148511.660000 sec): 3 clusters
  Score: Raw -415618.667578 + Penalty 2764.952715 = -412853.714864
  nChanged 6
		SP:Iteration 54Q (148511.750000 sec): 3 clusters
  Score: Raw -415620.600072 + Penalty 2764.952715 = -412855.647357
  nChanged 1
		SP:Iteration 55Q (148511.830000 sec): 3 clusters
  Score: Raw -415620.723260 + Penalty 2764.952715 = -412855.770545
  nChanged 0
		SP:Iteration 56F (148511.920000 sec): 3 clusters
  Score: Raw -415620.723260 + Penalty 2764.952715 = -412855.770545
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 93 (497 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (148511.970000 sec): 2 clusters
  Score: Raw -44763.492958 + Penalty 1008.895879 = -43754.597078
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (148511.980000 sec): 3 clusters
  Score: Raw -44689.712662 + Penalty 2017.791758 = -42671.920904
  nChanged 119
		SP:Iteration 1F (148511.990000 sec): 3 clusters
  Score: Raw -44835.881784 + Penalty 2017.791758 = -42818.090025
  nChanged 26
		SP:Iteration 2F (148512.000000 sec): 3 clusters
  Score: Raw -44879.304933 + Penalty 2017.791758 = -42861.513175
  nChanged 11
		SP:Iteration 3Q (148512.010000 sec): 3 clusters
  Score: Raw -44897.475880 + Penalty 2017.791758 = -42879.684121
  nChanged 6
		SP:Iteration 4Q (148512.020000 sec): 3 clusters
  Score: Raw -44911.851988 + Penalty 2017.791758 = -42894.060229
  nChanged 4
		SP:Iteration 5Q (148512.030000 sec): 3 clusters
  Score: Raw -44915.553326 + Penalty 2017.791758 = -42897.761567
  nChanged 2
		SP:Iteration 6Q (148512.040000 sec): 3 clusters
  Score: Raw -44921.821486 + Penalty 2017.791758 = -42904.029728
  nChanged 2
		SP:Iteration 7Q (148512.060000 sec): 3 clusters
  Score: Raw -44926.002925 + Penalty 2017.791758 = -42908.211166
  nChanged 2
		SP:Iteration 8Q (148512.060000 sec): 3 clusters
  Score: Raw -44928.666003 + Penalty 2017.791758 = -42910.874244
  nChanged 3
		SP:Iteration 9Q (148512.080000 sec): 3 clusters
  Score: Raw -44932.990818 + Penalty 2017.791758 = -42915.199060
  nChanged 3
		SP:Iteration 10Q (148512.090000 sec): 3 clusters
  Score: Raw -44939.751606 + Penalty 2017.791758 = -42921.959848
  nChanged 3
		SP:Iteration 11Q (148512.100000 sec): 3 clusters
  Score: Raw -44946.318751 + Penalty 2017.791758 = -42928.526992
  nChanged 2
		SP:Iteration 12Q (148512.110000 sec): 3 clusters
  Score: Raw -44949.366476 + Penalty 2017.791758 = -42931.574718
  nChanged 0
		SP:Iteration 13F (148512.120000 sec): 3 clusters
  Score: Raw -44949.366476 + Penalty 2017.791758 = -42931.574718
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 94 (20082 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (148512.330000 sec): 2 clusters
  Score: Raw -1821516.527449 + Penalty 1609.981615 = -1819906.545834
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (148512.580000 sec): 3 clusters
  Score: Raw -1809558.866222 + Penalty 3219.963230 = -1806338.902991
  nChanged 9019
		SP:Iteration 1F (148512.840000 sec): 3 clusters
  Score: Raw -1814501.423250 + Penalty 3219.963230 = -1811281.460020
  nChanged 970
		SP:Iteration 2Q (148513.140000 sec): 3 clusters
  Score: Raw -1814821.543411 + Penalty 3219.963230 = -1811601.580180
  nChanged 833
		SP:Iteration 3Q (148513.460000 sec): 3 clusters
  Score: Raw -1815100.664629 + Penalty 3219.963230 = -1811880.701398
  nChanged 831
		SP:Iteration 4Q (148513.730000 sec): 3 clusters
  Score: Raw -1815387.521549 + Penalty 3219.963230 = -1812167.558318
  nChanged 839
		SP:Iteration 5Q (148513.980000 sec): 3 clusters
  Score: Raw -1815700.469872 + Penalty 3219.963230 = -1812480.506642
  nChanged 913
		SP:Iteration 6Q (148514.250000 sec): 3 clusters
  Score: Raw -1816058.012749 + Penalty 3219.963230 = -1812838.049518
  nChanged 891
		SP:Iteration 7Q (148514.520000 sec): 3 clusters
  Score: Raw -1816403.227100 + Penalty 3219.963230 = -1813183.263870
  nChanged 860
		SP:Iteration 8Q (148514.790000 sec): 3 clusters
  Score: Raw -1816752.411129 + Penalty 3219.963230 = -1813532.447898
  nChanged 820
		SP:Iteration 9Q (148515.040000 sec): 3 clusters
  Score: Raw -1817121.218853 + Penalty 3219.963230 = -1813901.255623
  nChanged 837
		SP:Iteration 10Q (148515.320000 sec): 3 clusters
  Score: Raw -1817539.673833 + Penalty 3219.963230 = -1814319.710602
  nChanged 858
		SP:Iteration 11Q (148515.590000 sec): 3 clusters
  Score: Raw -1818047.580706 + Penalty 3219.963230 = -1814827.617476
  nChanged 875
		SP:Iteration 12Q (148515.860000 sec): 3 clusters
  Score: Raw -1818623.356713 + Penalty 3219.963230 = -1815403.393482
  nChanged 908
		SP:Iteration 13Q (148516.120000 sec): 3 clusters
  Score: Raw -1819308.873588 + Penalty 3219.963230 = -1816088.910358
  nChanged 874
		SP:Iteration 14Q (148516.370000 sec): 3 clusters
  Score: Raw -1820079.743204 + Penalty 3219.963230 = -1816859.779973
  nChanged 721
		SP:Iteration 15Q (148516.640000 sec): 3 clusters
  Score: Raw -1820724.091583 + Penalty 3219.963230 = -1817504.128352
  nChanged 451
		SP:Iteration 16Q (148516.900000 sec): 3 clusters
  Score: Raw -1821130.920794 + Penalty 3219.963230 = -1817910.957564
  nChanged 242
		SP:Iteration 17Q (148517.130000 sec): 3 clusters
  Score: Raw -1821348.132672 + Penalty 3219.963230 = -1818128.169442
  nChanged 123
		SP:Iteration 18Q (148517.380000 sec): 3 clusters
  Score: Raw -1821469.949425 + Penalty 3219.963230 = -1818249.986195
  nChanged 78
		SP:Iteration 19Q (148517.610000 sec): 3 clusters
  Score: Raw -1821566.157569 + Penalty 3219.963230 = -1818346.194338
  nChanged 41
		SP:Iteration 20F (148517.840000 sec): 3 clusters
  Score: Raw -1821613.874793 + Penalty 3219.963230 = -1818393.911563
  nChanged 19
		SP:Iteration 21Q (148518.080000 sec): 3 clusters
  Score: Raw -1821639.859256 + Penalty 3219.963230 = -1818419.896026
  nChanged 17
		SP:Iteration 22Q (148518.300000 sec): 3 clusters
  Score: Raw -1821663.203447 + Penalty 3219.963230 = -1818443.240216
  nChanged 7
		SP:Iteration 23Q (148518.530000 sec): 3 clusters
  Score: Raw -1821670.412919 + Penalty 3219.963230 = -1818450.449688
  nChanged 5
		SP:Iteration 24Q (148518.750000 sec): 3 clusters
  Score: Raw -1821678.228793 + Penalty 3219.963230 = -1818458.265562
  nChanged 4
		SP:Iteration 25Q (148518.980000 sec): 3 clusters
  Score: Raw -1821684.749333 + Penalty 3219.963230 = -1818464.786102
  nChanged 4
		SP:Iteration 26Q (148519.200000 sec): 3 clusters
  Score: Raw -1821689.537891 + Penalty 3219.963230 = -1818469.574660
  nChanged 6
		SP:Iteration 27Q (148519.430000 sec): 3 clusters
  Score: Raw -1821696.616838 + Penalty 3219.963230 = -1818476.653607
  nChanged 4
		SP:Iteration 28Q (148519.650000 sec): 3 clusters
  Score: Raw -1821700.252735 + Penalty 3219.963230 = -1818480.289504
  nChanged 6
		SP:Iteration 29Q (148519.880000 sec): 3 clusters
  Score: Raw -1821709.649753 + Penalty 3219.963230 = -1818489.686523
  nChanged 2
		SP:Iteration 30Q (148520.120000 sec): 3 clusters
  Score: Raw -1821712.645064 + Penalty 3219.963230 = -1818492.681833
  nChanged 0
		SP:Iteration 31F (148520.370000 sec): 3 clusters
  Score: Raw -1821712.645064 + Penalty 3219.963230 = -1818492.681833
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 95 (1666 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (148520.430000 sec): 2 clusters
  Score: Raw -137548.638248 + Penalty 1205.454384 = -136343.183865
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (148520.460000 sec): 3 clusters
  Score: Raw -136904.835215 + Penalty 2410.908767 = -134493.926447
  nChanged 550
		SP:Iteration 1F (148520.500000 sec): 3 clusters
  Score: Raw -137245.491898 + Penalty 2410.908767 = -134834.583130
  nChanged 120
		SP:Iteration 2F (148520.530000 sec): 3 clusters
  Score: Raw -137333.717607 + Penalty 2410.908767 = -134922.808840
  nChanged 82
		SP:Iteration 3Q (148520.560000 sec): 3 clusters
  Score: Raw -137392.559243 + Penalty 2410.908767 = -134981.650475
  nChanged 69
		SP:Iteration 4Q (148520.600000 sec): 3 clusters
  Score: Raw -137443.953857 + Penalty 2410.908767 = -135033.045090
  nChanged 59
		SP:Iteration 5Q (148520.630000 sec): 3 clusters
  Score: Raw -137490.891842 + Penalty 2410.908767 = -135079.983075
  nChanged 43
		SP:Iteration 6Q (148520.680000 sec): 3 clusters
  Score: Raw -137516.560149 + Penalty 2410.908767 = -135105.651382
  nChanged 30
		SP:Iteration 7Q (148520.710000 sec): 3 clusters
  Score: Raw -137536.110728 + Penalty 2410.908767 = -135125.201960
  nChanged 24
		SP:Iteration 8Q (148520.740000 sec): 3 clusters
  Score: Raw -137551.368444 + Penalty 2410.908767 = -135140.459677
  nChanged 22
		SP:Iteration 9Q (148520.780000 sec): 3 clusters
  Score: Raw -137560.363716 + Penalty 2410.908767 = -135149.454949
  nChanged 11
		SP:Iteration 10Q (148520.810000 sec): 3 clusters
  Score: Raw -137566.927819 + Penalty 2410.908767 = -135156.019052
  nChanged 16
		SP:Iteration 11Q (148520.840000 sec): 3 clusters
  Score: Raw -137575.266329 + Penalty 2410.908767 = -135164.357562
  nChanged 9
		SP:Iteration 12Q (148520.870000 sec): 3 clusters
  Score: Raw -137581.724283 + Penalty 2410.908767 = -135170.815515
  nChanged 11
		SP:Iteration 13Q (148520.900000 sec): 3 clusters
  Score: Raw -137588.174969 + Penalty 2410.908767 = -135177.266202
  nChanged 9
		SP:Iteration 14Q (148520.940000 sec): 3 clusters
  Score: Raw -137592.672796 + Penalty 2410.908767 = -135181.764028
  nChanged 11
		SP:Iteration 15Q (148520.970000 sec): 3 clusters
  Score: Raw -137599.157474 + Penalty 2410.908767 = -135188.248707
  nChanged 12
		SP:Iteration 16Q (148521.000000 sec): 3 clusters
  Score: Raw -137604.004744 + Penalty 2410.908767 = -135193.095977
  nChanged 10
		SP:Iteration 17Q (148521.030000 sec): 3 clusters
  Score: Raw -137609.015866 + Penalty 2410.908767 = -135198.107098
  nChanged 8
		SP:Iteration 18Q (148521.060000 sec): 3 clusters
  Score: Raw -137613.020847 + Penalty 2410.908767 = -135202.112079
  nChanged 7
		SP:Iteration 19Q (148521.100000 sec): 3 clusters
  Score: Raw -137616.932014 + Penalty 2410.908767 = -135206.023247
  nChanged 4
		SP:Iteration 20F (148521.130000 sec): 3 clusters
  Score: Raw -137619.120276 + Penalty 2410.908767 = -135208.211508
  nChanged 4
		SP:Iteration 21Q (148521.160000 sec): 3 clusters
  Score: Raw -137621.608437 + Penalty 2410.908767 = -135210.699670
  nChanged 7
		SP:Iteration 22Q (148521.190000 sec): 3 clusters
  Score: Raw -137625.045828 + Penalty 2410.908767 = -135214.137061
  nChanged 9
		SP:Iteration 23Q (148521.220000 sec): 3 clusters
  Score: Raw -137630.222583 + Penalty 2410.908767 = -135219.313815
  nChanged 7
		SP:Iteration 24Q (148521.260000 sec): 3 clusters
  Score: Raw -137632.805968 + Penalty 2410.908767 = -135221.897201
  nChanged 6
		SP:Iteration 25Q (148521.290000 sec): 3 clusters
  Score: Raw -137635.924748 + Penalty 2410.908767 = -135225.015981
  nChanged 5
		SP:Iteration 26Q (148521.320000 sec): 3 clusters
  Score: Raw -137637.616176 + Penalty 2410.908767 = -135226.707409
  nChanged 4
		SP:Iteration 27Q (148521.350000 sec): 3 clusters
  Score: Raw -137639.361888 + Penalty 2410.908767 = -135228.453121
  nChanged 5
		SP:Iteration 28Q (148521.380000 sec): 3 clusters
  Score: Raw -137641.603546 + Penalty 2410.908767 = -135230.694778
  nChanged 7
		SP:Iteration 29Q (148521.420000 sec): 3 clusters
  Score: Raw -137644.136888 + Penalty 2410.908767 = -135233.228121
  nChanged 5
		SP:Iteration 30Q (148521.450000 sec): 3 clusters
  Score: Raw -137645.848265 + Penalty 2410.908767 = -135234.939498
  nChanged 2
		SP:Iteration 31Q (148521.480000 sec): 3 clusters
  Score: Raw -137646.911003 + Penalty 2410.908767 = -135236.002235
  nChanged 3
		SP:Iteration 32Q (148521.510000 sec): 3 clusters
  Score: Raw -137647.888694 + Penalty 2410.908767 = -135236.979927
  nChanged 0
		SP:Iteration 33F (148521.540000 sec): 3 clusters
  Score: Raw -137647.888694 + Penalty 2410.908767 = -135236.979927
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 96 (1796 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (148521.600000 sec): 2 clusters
  Score: Raw -153509.396161 + Penalty 1217.664053 = -152291.732108
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (148521.640000 sec): 3 clusters
  Score: Raw -152753.020131 + Penalty 2435.328106 = -150317.692025
  nChanged 629
		SP:Iteration 1F (148521.670000 sec): 3 clusters
  Score: Raw -153188.716663 + Penalty 2435.328106 = -150753.388557
  nChanged 157
		SP:Iteration 2F (148521.710000 sec): 3 clusters
  Score: Raw -153345.577311 + Penalty 2435.328106 = -150910.249206
  nChanged 108
		SP:Iteration 3F (148521.740000 sec): 3 clusters
  Score: Raw -153447.380605 + Penalty 2435.328106 = -151012.052499
  nChanged 72
		SP:Iteration 4Q (148521.780000 sec): 3 clusters
  Score: Raw -153508.184312 + Penalty 2435.328106 = -151072.856206
  nChanged 64
		SP:Iteration 5Q (148521.810000 sec): 3 clusters
  Score: Raw -153562.776566 + Penalty 2435.328106 = -151127.448460
  nChanged 54
		SP:Iteration 6Q (148521.840000 sec): 3 clusters
  Score: Raw -153604.040162 + Penalty 2435.328106 = -151168.712056
  nChanged 41
		SP:Iteration 7Q (148521.880000 sec): 3 clusters
  Score: Raw -153633.791761 + Penalty 2435.328106 = -151198.463655
  nChanged 37
		SP:Iteration 8Q (148521.910000 sec): 3 clusters
  Score: Raw -153668.433742 + Penalty 2435.328106 = -151233.105636
  nChanged 33
		SP:Iteration 9Q (148521.950000 sec): 3 clusters
  Score: Raw -153691.181408 + Penalty 2435.328106 = -151255.853302
  nChanged 22
		SP:Iteration 10Q (148521.980000 sec): 3 clusters
  Score: Raw -153702.882374 + Penalty 2435.328106 = -151267.554268
  nChanged 16
		SP:Iteration 11Q (148522.020000 sec): 3 clusters
  Score: Raw -153710.564027 + Penalty 2435.328106 = -151275.235921
  nChanged 14
		SP:Iteration 12Q (148522.050000 sec): 3 clusters
  Score: Raw -153720.575911 + Penalty 2435.328106 = -151285.247806
  nChanged 15
		SP:Iteration 13Q (148522.080000 sec): 3 clusters
  Score: Raw -153730.048970 + Penalty 2435.328106 = -151294.720864
  nChanged 14
		SP:Iteration 14Q (148522.120000 sec): 3 clusters
  Score: Raw -153737.474262 + Penalty 2435.328106 = -151302.146156
  nChanged 11
		SP:Iteration 15Q (148522.150000 sec): 3 clusters
  Score: Raw -153746.340637 + Penalty 2435.328106 = -151311.012531
  nChanged 14
		SP:Iteration 16Q (148522.190000 sec): 3 clusters
  Score: Raw -153757.735157 + Penalty 2435.328106 = -151322.407051
  nChanged 15
		SP:Iteration 17Q (148522.220000 sec): 3 clusters
  Score: Raw -153774.169236 + Penalty 2435.328106 = -151338.841130
  nChanged 15
		SP:Iteration 18Q (148522.260000 sec): 3 clusters
  Score: Raw -153790.920183 + Penalty 2435.328106 = -151355.592077
  nChanged 12
		SP:Iteration 19Q (148522.290000 sec): 3 clusters
  Score: Raw -153802.725680 + Penalty 2435.328106 = -151367.397574
  nChanged 11
		SP:Iteration 20F (148522.320000 sec): 3 clusters
  Score: Raw -153816.720237 + Penalty 2435.328106 = -151381.392131
  nChanged 16
		SP:Iteration 21Q (148522.360000 sec): 3 clusters
  Score: Raw -153827.367708 + Penalty 2435.328106 = -151392.039602
  nChanged 11
		SP:Iteration 22Q (148522.390000 sec): 3 clusters
  Score: Raw -153841.813480 + Penalty 2435.328106 = -151406.485374
  nChanged 19
		SP:Iteration 23Q (148522.420000 sec): 3 clusters
  Score: Raw -153857.456474 + Penalty 2435.328106 = -151422.128369
  nChanged 22
		SP:Iteration 24Q (148522.460000 sec): 3 clusters
  Score: Raw -153876.428901 + Penalty 2435.328106 = -151441.100795
  nChanged 23
		SP:Iteration 25Q (148522.490000 sec): 3 clusters
  Score: Raw -153892.059648 + Penalty 2435.328106 = -151456.731542
  nChanged 16
		SP:Iteration 26Q (148522.530000 sec): 3 clusters
  Score: Raw -153903.181583 + Penalty 2435.328106 = -151467.853477
  nChanged 10
		SP:Iteration 27Q (148522.560000 sec): 3 clusters
  Score: Raw -153910.280088 + Penalty 2435.328106 = -151474.951982
  nChanged 12
		SP:Iteration 28Q (148522.600000 sec): 3 clusters
  Score: Raw -153920.426243 + Penalty 2435.328106 = -151485.098137
  nChanged 12
		SP:Iteration 29Q (148522.630000 sec): 3 clusters
  Score: Raw -153931.646677 + Penalty 2435.328106 = -151496.318571
  nChanged 15
		SP:Iteration 30Q (148522.660000 sec): 3 clusters
  Score: Raw -153948.810609 + Penalty 2435.328106 = -151513.482503
  nChanged 19
		SP:Iteration 31Q (148522.700000 sec): 3 clusters
  Score: Raw -153964.937269 + Penalty 2435.328106 = -151529.609164
  nChanged 12
		SP:Iteration 32Q (148522.730000 sec): 3 clusters
  Score: Raw -153972.986068 + Penalty 2435.328106 = -151537.657962
  nChanged 6
		SP:Iteration 33Q (148522.770000 sec): 3 clusters
  Score: Raw -153976.913505 + Penalty 2435.328106 = -151541.585399
  nChanged 8
		SP:Iteration 34Q (148522.800000 sec): 3 clusters
  Score: Raw -153982.522353 + Penalty 2435.328106 = -151547.194247
  nChanged 10
		SP:Iteration 35Q (148522.840000 sec): 3 clusters
  Score: Raw -153986.258253 + Penalty 2435.328106 = -151550.930147
  nChanged 4
		SP:Iteration 36Q (148522.870000 sec): 3 clusters
  Score: Raw -153990.398637 + Penalty 2435.328106 = -151555.070531
  nChanged 8
		SP:Iteration 37Q (148522.900000 sec): 3 clusters
  Score: Raw -153996.598033 + Penalty 2435.328106 = -151561.269928
  nChanged 8
		SP:Iteration 38Q (148522.940000 sec): 3 clusters
  Score: Raw -154003.264168 + Penalty 2435.328106 = -151567.936062
  nChanged 11
		SP:Iteration 39Q (148522.970000 sec): 3 clusters
  Score: Raw -154015.212883 + Penalty 2435.328106 = -151579.884777
  nChanged 14
		SP:Iteration 40F (148523.000000 sec): 3 clusters
  Score: Raw -154025.297663 + Penalty 2435.328106 = -151589.969557
  nChanged 17
		SP:Iteration 41Q (148523.040000 sec): 3 clusters
  Score: Raw -154039.742851 + Penalty 2435.328106 = -151604.414745
  nChanged 14
		SP:Iteration 42Q (148523.070000 sec): 3 clusters
  Score: Raw -154047.761235 + Penalty 2435.328106 = -151612.433129
  nChanged 10
		SP:Iteration 43Q (148523.100000 sec): 3 clusters
  Score: Raw -154055.452481 + Penalty 2435.328106 = -151620.124375
  nChanged 8
		SP:Iteration 44Q (148523.140000 sec): 3 clusters
  Score: Raw -154061.257616 + Penalty 2435.328106 = -151625.929510
  nChanged 6
		SP:Iteration 45Q (148523.170000 sec): 3 clusters
  Score: Raw -154064.542646 + Penalty 2435.328106 = -151629.214540
  nChanged 4
		SP:Iteration 46Q (148523.200000 sec): 3 clusters
  Score: Raw -154068.562372 + Penalty 2435.328106 = -151633.234266
  nChanged 4
		SP:Iteration 47Q (148523.240000 sec): 3 clusters
  Score: Raw -154071.604161 + Penalty 2435.328106 = -151636.276055
  nChanged 1
		SP:Iteration 48Q (148523.270000 sec): 3 clusters
  Score: Raw -154072.547045 + Penalty 2435.328106 = -151637.218939
  nChanged 3
		SP:Iteration 49Q (148523.300000 sec): 3 clusters
  Score: Raw -154074.193406 + Penalty 2435.328106 = -151638.865300
  nChanged 5
		SP:Iteration 50Q (148523.340000 sec): 3 clusters
  Score: Raw -154081.074254 + Penalty 2435.328106 = -151645.746148
  nChanged 5
		SP:Iteration 51Q (148523.370000 sec): 3 clusters
  Score: Raw -154084.228726 + Penalty 2435.328106 = -151648.900621
  nChanged 2
		SP:Iteration 52Q (148523.400000 sec): 3 clusters
  Score: Raw -154086.325444 + Penalty 2435.328106 = -151650.997338
  nChanged 2
		SP:Iteration 53Q (148523.440000 sec): 3 clusters
  Score: Raw -154087.954046 + Penalty 2435.328106 = -151652.625940
  nChanged 1
		SP:Iteration 54Q (148523.470000 sec): 3 clusters
  Score: Raw -154088.528675 + Penalty 2435.328106 = -151653.200569
  nChanged 0
		SP:Iteration 55F (148523.500000 sec): 3 clusters
  Score: Raw -154088.528675 + Penalty 2435.328106 = -151653.200569
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 97 (3963 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (148523.580000 sec): 2 clusters
  Score: Raw -378324.582516 + Penalty 1346.272946 = -376978.309569
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (148523.650000 sec): 3 clusters
  Score: Raw -376336.232860 + Penalty 2692.545893 = -373643.686968
  nChanged 1539
		SP:Iteration 1F (148523.730000 sec): 3 clusters
  Score: Raw -377129.086159 + Penalty 2692.545893 = -374436.540267
  nChanged 220
		SP:Iteration 2F (148523.800000 sec): 3 clusters
  Score: Raw -377231.914715 + Penalty 2692.545893 = -374539.368822
  nChanged 169
		SP:Iteration 3Q (148523.880000 sec): 3 clusters
  Score: Raw -377311.056229 + Penalty 2692.545893 = -374618.510336
  nChanged 135
		SP:Iteration 4Q (148523.950000 sec): 3 clusters
  Score: Raw -377381.808889 + Penalty 2692.545893 = -374689.262996
  nChanged 129
		SP:Iteration 5Q (148524.030000 sec): 3 clusters
  Score: Raw -377444.529791 + Penalty 2692.545893 = -374751.983898
  nChanged 121
		SP:Iteration 6Q (148524.110000 sec): 3 clusters
  Score: Raw -377500.909889 + Penalty 2692.545893 = -374808.363996
  nChanged 99
		SP:Iteration 7Q (148524.180000 sec): 3 clusters
  Score: Raw -377546.496539 + Penalty 2692.545893 = -374853.950646
  nChanged 85
		SP:Iteration 8Q (148524.260000 sec): 3 clusters
  Score: Raw -377588.554872 + Penalty 2692.545893 = -374896.008979
  nChanged 85
		SP:Iteration 9Q (148524.340000 sec): 3 clusters
  Score: Raw -377628.579267 + Penalty 2692.545893 = -374936.033374
  nChanged 82
		SP:Iteration 10Q (148524.410000 sec): 3 clusters
  Score: Raw -377677.315947 + Penalty 2692.545893 = -374984.770054
  nChanged 93
		SP:Iteration 11Q (148524.490000 sec): 3 clusters
  Score: Raw -377724.899783 + Penalty 2692.545893 = -375032.353890
  nChanged 96
		SP:Iteration 12Q (148524.560000 sec): 3 clusters
  Score: Raw -377778.565915 + Penalty 2692.545893 = -375086.020022
  nChanged 104
		SP:Iteration 13Q (148524.640000 sec): 3 clusters
  Score: Raw -377837.319551 + Penalty 2692.545893 = -375144.773658
  nChanged 88
		SP:Iteration 14Q (148524.710000 sec): 3 clusters
  Score: Raw -377890.235326 + Penalty 2692.545893 = -375197.689433
  nChanged 100
		SP:Iteration 15Q (148524.790000 sec): 3 clusters
  Score: Raw -377944.246898 + Penalty 2692.545893 = -375251.701006
  nChanged 82
		SP:Iteration 16Q (148524.860000 sec): 3 clusters
  Score: Raw -377990.660967 + Penalty 2692.545893 = -375298.115074
  nChanged 87
		SP:Iteration 17Q (148524.940000 sec): 3 clusters
  Score: Raw -378040.350760 + Penalty 2692.545893 = -375347.804867
  nChanged 90
		SP:Iteration 18Q (148525.010000 sec): 3 clusters
  Score: Raw -378096.913638 + Penalty 2692.545893 = -375404.367745
  nChanged 66
		SP:Iteration 19Q (148525.080000 sec): 3 clusters
  Score: Raw -378137.283630 + Penalty 2692.545893 = -375444.737738
  nChanged 56
		SP:Iteration 20F (148525.160000 sec): 3 clusters
  Score: Raw -378171.822185 + Penalty 2692.545893 = -375479.276292
  nChanged 50
		SP:Iteration 21Q (148525.230000 sec): 3 clusters
  Score: Raw -378212.297486 + Penalty 2692.545893 = -375519.751593
  nChanged 47
		SP:Iteration 22Q (148525.300000 sec): 3 clusters
  Score: Raw -378250.549654 + Penalty 2692.545893 = -375558.003761
  nChanged 46
		SP:Iteration 23Q (148525.380000 sec): 3 clusters
  Score: Raw -378283.316825 + Penalty 2692.545893 = -375590.770932
  nChanged 35
		SP:Iteration 24Q (148525.450000 sec): 3 clusters
  Score: Raw -378306.503465 + Penalty 2692.545893 = -375613.957572
  nChanged 24
		SP:Iteration 25Q (148525.520000 sec): 3 clusters
  Score: Raw -378322.709169 + Penalty 2692.545893 = -375630.163276
  nChanged 17
		SP:Iteration 26Q (148525.590000 sec): 3 clusters
  Score: Raw -378337.171463 + Penalty 2692.545893 = -375644.625571
  nChanged 23
		SP:Iteration 27Q (148525.660000 sec): 3 clusters
  Score: Raw -378355.599541 + Penalty 2692.545893 = -375663.053648
  nChanged 20
		SP:Iteration 28Q (148525.740000 sec): 3 clusters
  Score: Raw -378374.439178 + Penalty 2692.545893 = -375681.893286
  nChanged 17
		SP:Iteration 29Q (148525.810000 sec): 3 clusters
  Score: Raw -378386.320084 + Penalty 2692.545893 = -375693.774191
  nChanged 13
		SP:Iteration 30Q (148525.880000 sec): 3 clusters
  Score: Raw -378396.912308 + Penalty 2692.545893 = -375704.366416
  nChanged 12
		SP:Iteration 31Q (148525.950000 sec): 3 clusters
  Score: Raw -378406.253361 + Penalty 2692.545893 = -375713.707468
  nChanged 9
		SP:Iteration 32Q (148526.020000 sec): 3 clusters
  Score: Raw -378412.143171 + Penalty 2692.545893 = -375719.597278
  nChanged 5
		SP:Iteration 33Q (148526.090000 sec): 3 clusters
  Score: Raw -378415.687935 + Penalty 2692.545893 = -375723.142043
  nChanged 4
		SP:Iteration 34Q (148526.160000 sec): 3 clusters
  Score: Raw -378420.834810 + Penalty 2692.545893 = -375728.288917
  nChanged 6
		SP:Iteration 35Q (148526.230000 sec): 3 clusters
  Score: Raw -378426.820671 + Penalty 2692.545893 = -375734.274778
  nChanged 2
		SP:Iteration 36Q (148526.300000 sec): 3 clusters
  Score: Raw -378428.379838 + Penalty 2692.545893 = -375735.833945
  nChanged 0
		SP:Iteration 37F (148526.380000 sec): 3 clusters
  Score: Raw -378428.379838 + Penalty 2692.545893 = -375735.833945
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 98 (966 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (148526.430000 sec): 2 clusters
  Score: Raw -82637.016619 + Penalty 1116.889123 = -81520.127496
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (148526.450000 sec): 3 clusters
  Score: Raw -82359.071715 + Penalty 2233.778246 = -80125.293469
  nChanged 282
		SP:Iteration 1F (148526.470000 sec): 3 clusters
  Score: Raw -82615.264311 + Penalty 2233.778246 = -80381.486065
  nChanged 70
		SP:Iteration 2F (148526.490000 sec): 3 clusters
  Score: Raw -82678.469604 + Penalty 2233.778246 = -80444.691358
  nChanged 34
		SP:Iteration 3Q (148526.500000 sec): 3 clusters
  Score: Raw -82708.591615 + Penalty 2233.778246 = -80474.813369
  nChanged 18
		SP:Iteration 4Q (148526.520000 sec): 3 clusters
  Score: Raw -82723.358370 + Penalty 2233.778246 = -80489.580124
  nChanged 8
		SP:Iteration 5Q (148526.540000 sec): 3 clusters
  Score: Raw -82730.861569 + Penalty 2233.778246 = -80497.083323
  nChanged 7
		SP:Iteration 6Q (148526.560000 sec): 3 clusters
  Score: Raw -82741.992633 + Penalty 2233.778246 = -80508.214387
  nChanged 14
		SP:Iteration 7Q (148526.580000 sec): 3 clusters
  Score: Raw -82752.238357 + Penalty 2233.778246 = -80518.460111
  nChanged 7
		SP:Iteration 8Q (148526.600000 sec): 3 clusters
  Score: Raw -82757.670212 + Penalty 2233.778246 = -80523.891966
  nChanged 6
		SP:Iteration 9Q (148526.620000 sec): 3 clusters
  Score: Raw -82761.722258 + Penalty 2233.778246 = -80527.944012
  nChanged 4
		SP:Iteration 10Q (148526.640000 sec): 3 clusters
  Score: Raw -82762.984724 + Penalty 2233.778246 = -80529.206478
  nChanged 0
		SP:Iteration 11F (148526.660000 sec): 3 clusters
  Score: Raw -82762.984724 + Penalty 2233.778246 = -80529.206478
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 99 (2376 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (148526.720000 sec): 2 clusters
  Score: Raw -203593.059990 + Penalty 1263.140723 = -202329.919267
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (148526.770000 sec): 3 clusters
  Score: Raw -202538.680804 + Penalty 2526.281446 = -200012.399358
  nChanged 813
		SP:Iteration 1F (148526.820000 sec): 3 clusters
  Score: Raw -203067.021292 + Penalty 2526.281446 = -200540.739846
  nChanged 197
		SP:Iteration 2F (148526.860000 sec): 3 clusters
  Score: Raw -203204.788625 + Penalty 2526.281446 = -200678.507179
  nChanged 128
		SP:Iteration 3F (148526.900000 sec): 3 clusters
  Score: Raw -203289.364844 + Penalty 2526.281446 = -200763.083398
  nChanged 82
		SP:Iteration 4Q (148526.950000 sec): 3 clusters
  Score: Raw -203348.034164 + Penalty 2526.281446 = -200821.752718
  nChanged 75
		SP:Iteration 5Q (148527.000000 sec): 3 clusters
  Score: Raw -203394.630006 + Penalty 2526.281446 = -200868.348560
  nChanged 63
		SP:Iteration 6Q (148527.040000 sec): 3 clusters
  Score: Raw -203443.734732 + Penalty 2526.281446 = -200917.453286
  nChanged 67
		SP:Iteration 7Q (148527.090000 sec): 3 clusters
  Score: Raw -203494.588233 + Penalty 2526.281446 = -200968.306787
  nChanged 61
		SP:Iteration 8Q (148527.130000 sec): 3 clusters
  Score: Raw -203534.584813 + Penalty 2526.281446 = -201008.303367
  nChanged 52
		SP:Iteration 9Q (148527.180000 sec): 3 clusters
  Score: Raw -203569.800028 + Penalty 2526.281446 = -201043.518582
  nChanged 37
		SP:Iteration 10Q (148527.220000 sec): 3 clusters
  Score: Raw -203588.751803 + Penalty 2526.281446 = -201062.470357
  nChanged 19
		SP:Iteration 11Q (148527.270000 sec): 3 clusters
  Score: Raw -203597.365793 + Penalty 2526.281446 = -201071.084347
  nChanged 16
		SP:Iteration 12Q (148527.310000 sec): 3 clusters
  Score: Raw -203605.049348 + Penalty 2526.281446 = -201078.767902
  nChanged 6
		SP:Iteration 13Q (148527.360000 sec): 3 clusters
  Score: Raw -203607.973645 + Penalty 2526.281446 = -201081.692199
  nChanged 6
		SP:Iteration 14Q (148527.400000 sec): 3 clusters
  Score: Raw -203611.239687 + Penalty 2526.281446 = -201084.958241
  nChanged 5
		SP:Iteration 15Q (148527.450000 sec): 3 clusters
  Score: Raw -203613.315668 + Penalty 2526.281446 = -201087.034221
  nChanged 4
		SP:Iteration 16Q (148527.500000 sec): 3 clusters
  Score: Raw -203614.796500 + Penalty 2526.281446 = -201088.515054
  nChanged 2
		SP:Iteration 17Q (148527.540000 sec): 3 clusters
  Score: Raw -203615.253457 + Penalty 2526.281446 = -201088.972011
  nChanged 1
		SP:Iteration 18Q (148527.590000 sec): 3 clusters
  Score: Raw -203615.477483 + Penalty 2526.281446 = -201089.196037
  nChanged 1
		SP:Iteration 19Q (148527.630000 sec): 3 clusters
  Score: Raw -203615.632708 + Penalty 2526.281446 = -201089.351262
  nChanged 0
		SP:Iteration 20F (148527.680000 sec): 3 clusters
  Score: Raw -203615.632708 + Penalty 2526.281446 = -201089.351262
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 100 (3070 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (148527.750000 sec): 2 clusters
  Score: Raw -257033.122352 + Penalty 1304.782837 = -255728.339515
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (148527.800000 sec): 3 clusters
  Score: Raw -255573.110306 + Penalty 2609.565673 = -252963.544633
  nChanged 1172
		SP:Iteration 1F (148527.860000 sec): 3 clusters
  Score: Raw -256290.188873 + Penalty 2609.565673 = -253680.623199
  nChanged 239
		SP:Iteration 2F (148527.920000 sec): 3 clusters
  Score: Raw -256467.507374 + Penalty 2609.565673 = -253857.941701
  nChanged 180
		SP:Iteration 3F (148527.980000 sec): 3 clusters
  Score: Raw -256588.537621 + Penalty 2609.565673 = -253978.971948
  nChanged 138
		SP:Iteration 4Q (148528.040000 sec): 3 clusters
  Score: Raw -256692.690856 + Penalty 2609.565673 = -254083.125183
  nChanged 130
		SP:Iteration 5Q (148528.100000 sec): 3 clusters
  Score: Raw -256783.926144 + Penalty 2609.565673 = -254174.360471
  nChanged 112
		SP:Iteration 6Q (148528.160000 sec): 3 clusters
  Score: Raw -256855.102207 + Penalty 2609.565673 = -254245.536534
  nChanged 104
		SP:Iteration 7Q (148528.220000 sec): 3 clusters
  Score: Raw -256921.454103 + Penalty 2609.565673 = -254311.888430
  nChanged 111
		SP:Iteration 8Q (148528.280000 sec): 3 clusters
  Score: Raw -256993.585080 + Penalty 2609.565673 = -254384.019407
  nChanged 75
		SP:Iteration 9Q (148528.330000 sec): 3 clusters
  Score: Raw -257030.143926 + Penalty 2609.565673 = -254420.578253
  nChanged 52
		SP:Iteration 10Q (148528.390000 sec): 3 clusters
  Score: Raw -257057.849148 + Penalty 2609.565673 = -254448.283475
  nChanged 47
		SP:Iteration 11Q (148528.450000 sec): 3 clusters
  Score: Raw -257082.150523 + Penalty 2609.565673 = -254472.584850
  nChanged 50
		SP:Iteration 12Q (148528.510000 sec): 3 clusters
  Score: Raw -257113.810585 + Penalty 2609.565673 = -254504.244912
  nChanged 52
		SP:Iteration 13Q (148528.570000 sec): 3 clusters
  Score: Raw -257141.905613 + Penalty 2609.565673 = -254532.339940
  nChanged 54
		SP:Iteration 14Q (148528.630000 sec): 3 clusters
  Score: Raw -257167.649111 + Penalty 2609.565673 = -254558.083438
  nChanged 42
		SP:Iteration 15Q (148528.690000 sec): 3 clusters
  Score: Raw -257187.906017 + Penalty 2609.565673 = -254578.340344
  nChanged 32
		SP:Iteration 16Q (148528.740000 sec): 3 clusters
  Score: Raw -257204.003194 + Penalty 2609.565673 = -254594.437520
  nChanged 37
		SP:Iteration 17Q (148528.800000 sec): 3 clusters
  Score: Raw -257222.834821 + Penalty 2609.565673 = -254613.269147
  nChanged 23
		SP:Iteration 18Q (148528.860000 sec): 3 clusters
  Score: Raw -257232.745451 + Penalty 2609.565673 = -254623.179778
  nChanged 16
		SP:Iteration 19Q (148528.920000 sec): 3 clusters
  Score: Raw -257239.525627 + Penalty 2609.565673 = -254629.959954
  nChanged 19
		SP:Iteration 20F (148528.980000 sec): 3 clusters
  Score: Raw -257246.939627 + Penalty 2609.565673 = -254637.373954
  nChanged 18
		SP:Iteration 21Q (148529.040000 sec): 3 clusters
  Score: Raw -257253.501678 + Penalty 2609.565673 = -254643.936005
  nChanged 14
		SP:Iteration 22Q (148529.100000 sec): 3 clusters
  Score: Raw -257260.864542 + Penalty 2609.565673 = -254651.298869
  nChanged 25
		SP:Iteration 23Q (148529.150000 sec): 3 clusters
  Score: Raw -257274.166197 + Penalty 2609.565673 = -254664.600524
  nChanged 22
		SP:Iteration 24Q (148529.210000 sec): 3 clusters
  Score: Raw -257288.021657 + Penalty 2609.565673 = -254678.455983
  nChanged 19
		SP:Iteration 25Q (148529.270000 sec): 3 clusters
  Score: Raw -257298.661481 + Penalty 2609.565673 = -254689.095808
  nChanged 22
		SP:Iteration 26Q (148529.330000 sec): 3 clusters
  Score: Raw -257310.111263 + Penalty 2609.565673 = -254700.545589
  nChanged 20
		SP:Iteration 27Q (148529.390000 sec): 3 clusters
  Score: Raw -257319.055762 + Penalty 2609.565673 = -254709.490089
  nChanged 14
		SP:Iteration 28Q (148529.440000 sec): 3 clusters
  Score: Raw -257324.617366 + Penalty 2609.565673 = -254715.051692
  nChanged 11
		SP:Iteration 29Q (148529.500000 sec): 3 clusters
  Score: Raw -257330.218044 + Penalty 2609.565673 = -254720.652371
  nChanged 14
		SP:Iteration 30Q (148529.560000 sec): 3 clusters
  Score: Raw -257339.189868 + Penalty 2609.565673 = -254729.624195
  nChanged 9
		SP:Iteration 31Q (148529.620000 sec): 3 clusters
  Score: Raw -257345.673397 + Penalty 2609.565673 = -254736.107724
  nChanged 13
		SP:Iteration 32Q (148529.680000 sec): 3 clusters
  Score: Raw -257351.852727 + Penalty 2609.565673 = -254742.287053
  nChanged 14
		SP:Iteration 33Q (148529.740000 sec): 3 clusters
  Score: Raw -257359.437619 + Penalty 2609.565673 = -254749.871945
  nChanged 11
		SP:Iteration 34Q (148529.800000 sec): 3 clusters
  Score: Raw -257364.005950 + Penalty 2609.565673 = -254754.440277
  nChanged 4
		SP:Iteration 35Q (148529.850000 sec): 3 clusters
  Score: Raw -257366.592386 + Penalty 2609.565673 = -254757.026712
  nChanged 5
		SP:Iteration 36Q (148529.910000 sec): 3 clusters
  Score: Raw -257369.523582 + Penalty 2609.565673 = -254759.957909
  nChanged 7
		SP:Iteration 37Q (148529.970000 sec): 3 clusters
  Score: Raw -257373.435585 + Penalty 2609.565673 = -254763.869912
  nChanged 6
		SP:Iteration 38Q (148530.030000 sec): 3 clusters
  Score: Raw -257375.624364 + Penalty 2609.565673 = -254766.058691
  nChanged 6
		SP:Iteration 39Q (148530.090000 sec): 3 clusters
  Score: Raw -257378.844034 + Penalty 2609.565673 = -254769.278361
  nChanged 6
		SP:Iteration 40F (148530.140000 sec): 3 clusters
  Score: Raw -257382.116810 + Penalty 2609.565673 = -254772.551136
  nChanged 5
		SP:Iteration 41Q (148530.200000 sec): 3 clusters
  Score: Raw -257385.578838 + Penalty 2609.565673 = -254776.013165
  nChanged 7
		SP:Iteration 42Q (148530.260000 sec): 3 clusters
  Score: Raw -257388.933406 + Penalty 2609.565673 = -254779.367733
  nChanged 3
		SP:Iteration 43Q (148530.330000 sec): 3 clusters
  Score: Raw -257390.796580 + Penalty 2609.565673 = -254781.230907
  nChanged 4
		SP:Iteration 44Q (148530.380000 sec): 3 clusters
  Score: Raw -257392.677325 + Penalty 2609.565673 = -254783.111652
  nChanged 7
		SP:Iteration 45Q (148530.440000 sec): 3 clusters
  Score: Raw -257396.198687 + Penalty 2609.565673 = -254786.633014
  nChanged 2
		SP:Iteration 46Q (148530.500000 sec): 3 clusters
  Score: Raw -257397.591948 + Penalty 2609.565673 = -254788.026275
  nChanged 4
		SP:Iteration 47Q (148530.560000 sec): 3 clusters
  Score: Raw -257399.090988 + Penalty 2609.565673 = -254789.525314
  nChanged 1
		SP:Iteration 48Q (148530.610000 sec): 3 clusters
  Score: Raw -257399.402407 + Penalty 2609.565673 = -254789.836734
  nChanged 1
		SP:Iteration 49Q (148530.670000 sec): 3 clusters
  Score: Raw -257399.762359 + Penalty 2609.565673 = -254790.196686
  nChanged 2
		SP:Iteration 50Q (148530.730000 sec): 3 clusters
  Score: Raw -257400.821057 + Penalty 2609.565673 = -254791.255383
  nChanged 3
		SP:Iteration 51Q (148530.790000 sec): 3 clusters
  Score: Raw -257402.121116 + Penalty 2609.565673 = -254792.555443
  nChanged 4
		SP:Iteration 52Q (148530.850000 sec): 3 clusters
  Score: Raw -257404.224719 + Penalty 2609.565673 = -254794.659046
  nChanged 4
		SP:Iteration 53Q (148530.900000 sec): 3 clusters
  Score: Raw -257407.475829 + Penalty 2609.565673 = -254797.910155
  nChanged 4
		SP:Iteration 54Q (148530.960000 sec): 3 clusters
  Score: Raw -257410.186820 + Penalty 2609.565673 = -254800.621147
  nChanged 3
		SP:Iteration 55Q (148531.020000 sec): 3 clusters
  Score: Raw -257413.505936 + Penalty 2609.565673 = -254803.940263
  nChanged 5
		SP:Iteration 56Q (148531.080000 sec): 3 clusters
  Score: Raw -257416.240818 + Penalty 2609.565673 = -254806.675144
  nChanged 5
		SP:Iteration 57Q (148531.130000 sec): 3 clusters
  Score: Raw -257418.434530 + Penalty 2609.565673 = -254808.868856
  nChanged 3
		SP:Iteration 58Q (148531.190000 sec): 3 clusters
  Score: Raw -257419.741917 + Penalty 2609.565673 = -254810.176244
  nChanged 0
		SP:Iteration 59F (148531.250000 sec): 3 clusters
  Score: Raw -257419.741917 + Penalty 2609.565673 = -254810.176244
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 101 (2015 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (148531.310000 sec): 2 clusters
  Score: Raw -165906.928983 + Penalty 1236.360852 = -164670.568131
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (148531.350000 sec): 3 clusters
  Score: Raw -165053.909694 + Penalty 2472.721704 = -162581.187990
  nChanged 712
		SP:Iteration 1F (148531.390000 sec): 3 clusters
  Score: Raw -165550.713883 + Penalty 2472.721704 = -163077.992179
  nChanged 153
		SP:Iteration 2F (148531.430000 sec): 3 clusters
  Score: Raw -165671.419893 + Penalty 2472.721704 = -163198.698189
  nChanged 110
		SP:Iteration 3F (148531.470000 sec): 3 clusters
  Score: Raw -165752.032805 + Penalty 2472.721704 = -163279.311101
  nChanged 71
		SP:Iteration 4Q (148531.510000 sec): 3 clusters
  Score: Raw -165799.991859 + Penalty 2472.721704 = -163327.270155
  nChanged 55
		SP:Iteration 5Q (148531.540000 sec): 3 clusters
  Score: Raw -165838.326617 + Penalty 2472.721704 = -163365.604912
  nChanged 51
		SP:Iteration 6Q (148531.580000 sec): 3 clusters
  Score: Raw -165870.347494 + Penalty 2472.721704 = -163397.625790
  nChanged 41
		SP:Iteration 7Q (148531.620000 sec): 3 clusters
  Score: Raw -165893.291385 + Penalty 2472.721704 = -163420.569681
  nChanged 39
		SP:Iteration 8Q (148531.660000 sec): 3 clusters
  Score: Raw -165919.266885 + Penalty 2472.721704 = -163446.545181
  nChanged 30
		SP:Iteration 9Q (148531.700000 sec): 3 clusters
  Score: Raw -165933.672023 + Penalty 2472.721704 = -163460.950319
  nChanged 16
		SP:Iteration 10Q (148531.740000 sec): 3 clusters
  Score: Raw -165942.458267 + Penalty 2472.721704 = -163469.736563
  nChanged 14
		SP:Iteration 11Q (148531.770000 sec): 3 clusters
  Score: Raw -165948.629236 + Penalty 2472.721704 = -163475.907532
  nChanged 10
		SP:Iteration 12Q (148531.810000 sec): 3 clusters
  Score: Raw -165953.356774 + Penalty 2472.721704 = -163480.635070
  nChanged 7
		SP:Iteration 13Q (148531.850000 sec): 3 clusters
  Score: Raw -165957.349250 + Penalty 2472.721704 = -163484.627546
  nChanged 11
		SP:Iteration 14Q (148531.890000 sec): 3 clusters
  Score: Raw -165963.279107 + Penalty 2472.721704 = -163490.557403
  nChanged 13
		SP:Iteration 15Q (148531.930000 sec): 3 clusters
  Score: Raw -165968.069078 + Penalty 2472.721704 = -163495.347373
  nChanged 11
		SP:Iteration 16Q (148531.970000 sec): 3 clusters
  Score: Raw -165973.934276 + Penalty 2472.721704 = -163501.212572
  nChanged 11
		SP:Iteration 17Q (148532.010000 sec): 3 clusters
  Score: Raw -165978.072082 + Penalty 2472.721704 = -163505.350378
  nChanged 5
		SP:Iteration 18Q (148532.050000 sec): 3 clusters
  Score: Raw -165980.726810 + Penalty 2472.721704 = -163508.005106
  nChanged 3
		SP:Iteration 19Q (148532.090000 sec): 3 clusters
  Score: Raw -165982.729871 + Penalty 2472.721704 = -163510.008167
  nChanged 8
		SP:Iteration 20F (148532.130000 sec): 3 clusters
  Score: Raw -165987.327507 + Penalty 2472.721704 = -163514.605803
  nChanged 7
		SP:Iteration 21Q (148532.160000 sec): 3 clusters
  Score: Raw -165993.972376 + Penalty 2472.721704 = -163521.250672
  nChanged 11
		SP:Iteration 22Q (148532.200000 sec): 3 clusters
  Score: Raw -166001.233690 + Penalty 2472.721704 = -163528.511986
  nChanged 11
		SP:Iteration 23Q (148532.240000 sec): 3 clusters
  Score: Raw -166009.524834 + Penalty 2472.721704 = -163536.803130
  nChanged 12
		SP:Iteration 24Q (148532.280000 sec): 3 clusters
  Score: Raw -166016.403518 + Penalty 2472.721704 = -163543.681814
  nChanged 7
		SP:Iteration 25Q (148532.320000 sec): 3 clusters
  Score: Raw -166020.879378 + Penalty 2472.721704 = -163548.157674
  nChanged 8
		SP:Iteration 26Q (148532.350000 sec): 3 clusters
  Score: Raw -166024.183011 + Penalty 2472.721704 = -163551.461307
  nChanged 1
		SP:Iteration 27Q (148532.390000 sec): 3 clusters
  Score: Raw -166024.437372 + Penalty 2472.721704 = -163551.715668
  nChanged 0
		SP:Iteration 28F (148532.430000 sec): 3 clusters
  Score: Raw -166024.437372 + Penalty 2472.721704 = -163551.715668
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 102 (1868 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (148532.490000 sec): 2 clusters
  Score: Raw -164118.026375 + Penalty 1224.051338 = -162893.975037
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (148532.530000 sec): 3 clusters
  Score: Raw -163316.742462 + Penalty 2448.102676 = -160868.639786
  nChanged 644
		SP:Iteration 1F (148532.570000 sec): 3 clusters
  Score: Raw -163724.286407 + Penalty 2448.102676 = -161276.183731
  nChanged 134
		SP:Iteration 2F (148532.600000 sec): 3 clusters
  Score: Raw -163827.889733 + Penalty 2448.102676 = -161379.787057
  nChanged 78
		SP:Iteration 3Q (148532.640000 sec): 3 clusters
  Score: Raw -163887.259879 + Penalty 2448.102676 = -161439.157203
  nChanged 65
		SP:Iteration 4Q (148532.670000 sec): 3 clusters
  Score: Raw -163928.124765 + Penalty 2448.102676 = -161480.022089
  nChanged 47
		SP:Iteration 5Q (148532.710000 sec): 3 clusters
  Score: Raw -163957.822692 + Penalty 2448.102676 = -161509.720016
  nChanged 34
		SP:Iteration 6Q (148532.750000 sec): 3 clusters
  Score: Raw -163979.252290 + Penalty 2448.102676 = -161531.149614
  nChanged 30
		SP:Iteration 7Q (148532.780000 sec): 3 clusters
  Score: Raw -164001.751805 + Penalty 2448.102676 = -161553.649129
  nChanged 33
		SP:Iteration 8Q (148532.820000 sec): 3 clusters
  Score: Raw -164021.287350 + Penalty 2448.102676 = -161573.184674
  nChanged 26
		SP:Iteration 9Q (148532.850000 sec): 3 clusters
  Score: Raw -164035.050754 + Penalty 2448.102676 = -161586.948078
  nChanged 21
		SP:Iteration 10Q (148532.890000 sec): 3 clusters
  Score: Raw -164050.697024 + Penalty 2448.102676 = -161602.594348
  nChanged 19
		SP:Iteration 11Q (148532.930000 sec): 3 clusters
  Score: Raw -164064.223514 + Penalty 2448.102676 = -161616.120838
  nChanged 21
		SP:Iteration 12Q (148532.960000 sec): 3 clusters
  Score: Raw -164077.853778 + Penalty 2448.102676 = -161629.751102
  nChanged 21
		SP:Iteration 13Q (148533.000000 sec): 3 clusters
  Score: Raw -164091.939040 + Penalty 2448.102676 = -161643.836364
  nChanged 22
		SP:Iteration 14Q (148533.030000 sec): 3 clusters
  Score: Raw -164103.836166 + Penalty 2448.102676 = -161655.733490
  nChanged 17
		SP:Iteration 15Q (148533.070000 sec): 3 clusters
  Score: Raw -164115.767713 + Penalty 2448.102676 = -161667.665037
  nChanged 19
		SP:Iteration 16Q (148533.110000 sec): 3 clusters
  Score: Raw -164129.820145 + Penalty 2448.102676 = -161681.717469
  nChanged 20
		SP:Iteration 17Q (148533.140000 sec): 3 clusters
  Score: Raw -164141.346570 + Penalty 2448.102676 = -161693.243894
  nChanged 15
		SP:Iteration 18Q (148533.180000 sec): 3 clusters
  Score: Raw -164150.771959 + Penalty 2448.102676 = -161702.669283
  nChanged 15
		SP:Iteration 19Q (148533.210000 sec): 3 clusters
  Score: Raw -164161.221859 + Penalty 2448.102676 = -161713.119183
  nChanged 13
		SP:Iteration 20F (148533.250000 sec): 3 clusters
  Score: Raw -164168.589491 + Penalty 2448.102676 = -161720.486815
  nChanged 7
		SP:Iteration 21Q (148533.290000 sec): 3 clusters
  Score: Raw -164171.477299 + Penalty 2448.102676 = -161723.374623
  nChanged 6
		SP:Iteration 22Q (148533.330000 sec): 3 clusters
  Score: Raw -164173.910188 + Penalty 2448.102676 = -161725.807512
  nChanged 6
		SP:Iteration 23Q (148533.360000 sec): 3 clusters
  Score: Raw -164176.445065 + Penalty 2448.102676 = -161728.342389
  nChanged 3
		SP:Iteration 24Q (148533.400000 sec): 3 clusters
  Score: Raw -164178.274062 + Penalty 2448.102676 = -161730.171386
  nChanged 6
		SP:Iteration 25Q (148533.430000 sec): 3 clusters
  Score: Raw -164180.857484 + Penalty 2448.102676 = -161732.754808
  nChanged 3
		SP:Iteration 26Q (148533.470000 sec): 3 clusters
  Score: Raw -164181.778867 + Penalty 2448.102676 = -161733.676191
  nChanged 2
		SP:Iteration 27Q (148533.510000 sec): 3 clusters
  Score: Raw -164182.485325 + Penalty 2448.102676 = -161734.382649
  nChanged 3
		SP:Iteration 28Q (148533.540000 sec): 3 clusters
  Score: Raw -164184.011008 + Penalty 2448.102676 = -161735.908332
  nChanged 3
		SP:Iteration 29Q (148533.580000 sec): 3 clusters
  Score: Raw -164185.368284 + Penalty 2448.102676 = -161737.265607
  nChanged 3
		SP:Iteration 30Q (148533.610000 sec): 3 clusters
  Score: Raw -164186.799480 + Penalty 2448.102676 = -161738.696804
  nChanged 0
		SP:Iteration 31F (148533.650000 sec): 3 clusters
  Score: Raw -164186.799480 + Penalty 2448.102676 = -161738.696804
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 103 (481 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (148533.690000 sec): 2 clusters
  Score: Raw -42794.463901 + Penalty 1003.578431 = -41790.885469
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (148533.690000 sec): 3 clusters
  Score: Raw -42753.451002 + Penalty 2007.156863 = -40746.294139
  nChanged 104
		SP:Iteration 1F (148533.710000 sec): 3 clusters
  Score: Raw -42951.027542 + Penalty 2007.156863 = -40943.870679
  nChanged 36
		SP:Iteration 2F (148533.720000 sec): 3 clusters
  Score: Raw -43266.782243 + Penalty 2007.156863 = -41259.625380
  nChanged 48
		SP:Iteration 3F (148533.730000 sec): 3 clusters
  Score: Raw -43374.837011 + Penalty 2007.156863 = -41367.680149
  nChanged 21
		SP:Iteration 4Q (148533.740000 sec): 3 clusters
  Score: Raw -43418.266724 + Penalty 2007.156863 = -41411.109861
  nChanged 17
		SP:Iteration 5Q (148533.750000 sec): 3 clusters
  Score: Raw -43455.294810 + Penalty 2007.156863 = -41448.137947
  nChanged 11
		SP:Iteration 6Q (148533.760000 sec): 3 clusters
  Score: Raw -43476.340345 + Penalty 2007.156863 = -41469.183482
  nChanged 7
		SP:Iteration 7Q (148533.770000 sec): 3 clusters
  Score: Raw -43485.794466 + Penalty 2007.156863 = -41478.637603
  nChanged 3
		SP:Iteration 8Q (148533.780000 sec): 3 clusters
  Score: Raw -43490.978704 + Penalty 2007.156863 = -41483.821841
  nChanged 5
		SP:Iteration 9Q (148533.790000 sec): 3 clusters
  Score: Raw -43502.869118 + Penalty 2007.156863 = -41495.712255
  nChanged 8
		SP:Iteration 10Q (148533.800000 sec): 3 clusters
  Score: Raw -43529.413834 + Penalty 2007.156863 = -41522.256971
  nChanged 3
		SP:Iteration 11Q (148533.810000 sec): 3 clusters
  Score: Raw -43539.388593 + Penalty 2007.156863 = -41532.231730
  nChanged 3
		SP:Iteration 12Q (148533.820000 sec): 3 clusters
  Score: Raw -43543.631943 + Penalty 2007.156863 = -41536.475080
  nChanged 0
		SP:Iteration 13F (148533.830000 sec): 3 clusters
  Score: Raw -43543.631943 + Penalty 2007.156863 = -41536.475080
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 104 (4661 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (148533.910000 sec): 2 clusters
  Score: Raw -404550.112980 + Penalty 1372.635111 = -403177.477870
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (148534.010000 sec): 3 clusters
  Score: Raw -402121.641316 + Penalty 2745.270221 = -399376.371095
  nChanged 1881
		SP:Iteration 1F (148534.100000 sec): 3 clusters
  Score: Raw -403162.542954 + Penalty 2745.270221 = -400417.272733
  nChanged 322
		SP:Iteration 2F (148534.190000 sec): 3 clusters
  Score: Raw -403333.800326 + Penalty 2745.270221 = -400588.530105
  nChanged 245
		SP:Iteration 3F (148534.270000 sec): 3 clusters
  Score: Raw -403449.721954 + Penalty 2745.270221 = -400704.451732
  nChanged 192
		SP:Iteration 4Q (148534.360000 sec): 3 clusters
  Score: Raw -403540.748972 + Penalty 2745.270221 = -400795.478751
  nChanged 178
		SP:Iteration 5Q (148534.450000 sec): 3 clusters
  Score: Raw -403639.553018 + Penalty 2745.270221 = -400894.282796
  nChanged 182
		SP:Iteration 6Q (148534.540000 sec): 3 clusters
  Score: Raw -403736.606691 + Penalty 2745.270221 = -400991.336469
  nChanged 144
		SP:Iteration 7Q (148534.630000 sec): 3 clusters
  Score: Raw -403807.742990 + Penalty 2745.270221 = -401062.472769
  nChanged 134
		SP:Iteration 8Q (148534.720000 sec): 3 clusters
  Score: Raw -403885.082147 + Penalty 2745.270221 = -401139.811925
  nChanged 166
		SP:Iteration 9Q (148534.810000 sec): 3 clusters
  Score: Raw -403983.979424 + Penalty 2745.270221 = -401238.709203
  nChanged 167
		SP:Iteration 10Q (148534.890000 sec): 3 clusters
  Score: Raw -404091.321424 + Penalty 2745.270221 = -401346.051203
  nChanged 159
		SP:Iteration 11Q (148534.980000 sec): 3 clusters
  Score: Raw -404190.235261 + Penalty 2745.270221 = -401444.965040
  nChanged 139
		SP:Iteration 12Q (148535.070000 sec): 3 clusters
  Score: Raw -404289.910533 + Penalty 2745.270221 = -401544.640312
  nChanged 121
		SP:Iteration 13Q (148535.150000 sec): 3 clusters
  Score: Raw -404375.942420 + Penalty 2745.270221 = -401630.672198
  nChanged 91
		SP:Iteration 14Q (148535.240000 sec): 3 clusters
  Score: Raw -404453.096568 + Penalty 2745.270221 = -401707.826347
  nChanged 73
		SP:Iteration 15Q (148535.330000 sec): 3 clusters
  Score: Raw -404512.481311 + Penalty 2745.270221 = -401767.211090
  nChanged 54
		SP:Iteration 16Q (148535.410000 sec): 3 clusters
  Score: Raw -404551.414461 + Penalty 2745.270221 = -401806.144239
  nChanged 42
		SP:Iteration 17Q (148535.490000 sec): 3 clusters
  Score: Raw -404583.210298 + Penalty 2745.270221 = -401837.940076
  nChanged 31
		SP:Iteration 18Q (148535.580000 sec): 3 clusters
  Score: Raw -404607.189149 + Penalty 2745.270221 = -401861.918927
  nChanged 33
		SP:Iteration 19Q (148535.660000 sec): 3 clusters
  Score: Raw -404636.156664 + Penalty 2745.270221 = -401890.886443
  nChanged 25
		SP:Iteration 20F (148535.750000 sec): 3 clusters
  Score: Raw -404659.437190 + Penalty 2745.270221 = -401914.166969
  nChanged 21
		SP:Iteration 21Q (148535.830000 sec): 3 clusters
  Score: Raw -404678.572077 + Penalty 2745.270221 = -401933.301855
  nChanged 18
		SP:Iteration 22Q (148535.910000 sec): 3 clusters
  Score: Raw -404698.702433 + Penalty 2745.270221 = -401953.432211
  nChanged 16
		SP:Iteration 23Q (148535.990000 sec): 3 clusters
  Score: Raw -404714.558860 + Penalty 2745.270221 = -401969.288639
  nChanged 9
		SP:Iteration 24Q (148536.080000 sec): 3 clusters
  Score: Raw -404720.841296 + Penalty 2745.270221 = -401975.571075
  nChanged 6
		SP:Iteration 25Q (148536.160000 sec): 3 clusters
  Score: Raw -404725.444173 + Penalty 2745.270221 = -401980.173952
  nChanged 3
		SP:Iteration 26Q (148536.240000 sec): 3 clusters
  Score: Raw -404727.553377 + Penalty 2745.270221 = -401982.283156
  nChanged 1
		SP:Iteration 27Q (148536.320000 sec): 3 clusters
  Score: Raw -404728.082978 + Penalty 2745.270221 = -401982.812757
  nChanged 0
		SP:Iteration 28F (148536.410000 sec): 3 clusters
  Score: Raw -404728.082978 + Penalty 2745.270221 = -401982.812757
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 105 (870 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (148536.460000 sec): 2 clusters
  Score: Raw -78476.504622 + Penalty 1099.880147 = -77376.624475
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (148536.480000 sec): 3 clusters
  Score: Raw -78239.255746 + Penalty 2199.760294 = -76039.495452
  nChanged 238
		SP:Iteration 1F (148536.500000 sec): 3 clusters
  Score: Raw -78469.519071 + Penalty 2199.760294 = -76269.758778
  nChanged 50
		SP:Iteration 2F (148536.510000 sec): 3 clusters
  Score: Raw -78522.429660 + Penalty 2199.760294 = -76322.669367
  nChanged 31
		SP:Iteration 3Q (148536.530000 sec): 3 clusters
  Score: Raw -78551.335986 + Penalty 2199.760294 = -76351.575692
  nChanged 17
		SP:Iteration 4Q (148536.550000 sec): 3 clusters
  Score: Raw -78566.734537 + Penalty 2199.760294 = -76366.974243
  nChanged 15
		SP:Iteration 5Q (148536.570000 sec): 3 clusters
  Score: Raw -78575.791391 + Penalty 2199.760294 = -76376.031097
  nChanged 5
		SP:Iteration 6Q (148536.580000 sec): 3 clusters
  Score: Raw -78581.516791 + Penalty 2199.760294 = -76381.756497
  nChanged 4
		SP:Iteration 7Q (148536.600000 sec): 3 clusters
  Score: Raw -78584.266646 + Penalty 2199.760294 = -76384.506353
  nChanged 1
		SP:Iteration 8Q (148536.620000 sec): 3 clusters
  Score: Raw -78584.840920 + Penalty 2199.760294 = -76385.080626
  nChanged 0
		SP:Iteration 9F (148536.630000 sec): 3 clusters
  Score: Raw -78584.840920 + Penalty 2199.760294 = -76385.080626
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 106 (1864 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (148536.700000 sec): 2 clusters
  Score: Raw -159596.154828 + Penalty 1223.702999 = -158372.451829
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (148536.730000 sec): 3 clusters
  Score: Raw -158829.497737 + Penalty 2447.405998 = -156382.091738
  nChanged 664
		SP:Iteration 1F (148536.770000 sec): 3 clusters
  Score: Raw -159295.209867 + Penalty 2447.405998 = -156847.803869
  nChanged 165
		SP:Iteration 2F (148536.810000 sec): 3 clusters
  Score: Raw -159421.962581 + Penalty 2447.405998 = -156974.556583
  nChanged 94
		SP:Iteration 3F (148536.840000 sec): 3 clusters
  Score: Raw -159501.802966 + Penalty 2447.405998 = -157054.396968
  nChanged 79
		SP:Iteration 4Q (148536.870000 sec): 3 clusters
  Score: Raw -159562.546784 + Penalty 2447.405998 = -157115.140785
  nChanged 57
		SP:Iteration 5Q (148536.910000 sec): 3 clusters
  Score: Raw -159602.734496 + Penalty 2447.405998 = -157155.328497
  nChanged 49
		SP:Iteration 6Q (148536.950000 sec): 3 clusters
  Score: Raw -159635.086898 + Penalty 2447.405998 = -157187.680900
  nChanged 42
		SP:Iteration 7Q (148536.980000 sec): 3 clusters
  Score: Raw -159660.993471 + Penalty 2447.405998 = -157213.587473
  nChanged 29
		SP:Iteration 8Q (148537.020000 sec): 3 clusters
  Score: Raw -159680.105636 + Penalty 2447.405998 = -157232.699638
  nChanged 24
		SP:Iteration 9Q (148537.050000 sec): 3 clusters
  Score: Raw -159693.947668 + Penalty 2447.405998 = -157246.541669
  nChanged 30
		SP:Iteration 10Q (148537.090000 sec): 3 clusters
  Score: Raw -159714.792506 + Penalty 2447.405998 = -157267.386507
  nChanged 26
		SP:Iteration 11Q (148537.130000 sec): 3 clusters
  Score: Raw -159729.401374 + Penalty 2447.405998 = -157281.995376
  nChanged 17
		SP:Iteration 12Q (148537.160000 sec): 3 clusters
  Score: Raw -159740.829982 + Penalty 2447.405998 = -157293.423984
  nChanged 23
		SP:Iteration 13Q (148537.200000 sec): 3 clusters
  Score: Raw -159760.325004 + Penalty 2447.405998 = -157312.919005
  nChanged 24
		SP:Iteration 14Q (148537.230000 sec): 3 clusters
  Score: Raw -159779.538338 + Penalty 2447.405998 = -157332.132340
  nChanged 32
		SP:Iteration 15Q (148537.270000 sec): 3 clusters
  Score: Raw -159802.763830 + Penalty 2447.405998 = -157355.357831
  nChanged 24
		SP:Iteration 16Q (148537.310000 sec): 3 clusters
  Score: Raw -159818.136805 + Penalty 2447.405998 = -157370.730806
  nChanged 23
		SP:Iteration 17Q (148537.340000 sec): 3 clusters
  Score: Raw -159830.972888 + Penalty 2447.405998 = -157383.566890
  nChanged 16
		SP:Iteration 18Q (148537.370000 sec): 3 clusters
  Score: Raw -159838.150210 + Penalty 2447.405998 = -157390.744212
  nChanged 13
		SP:Iteration 19Q (148537.410000 sec): 3 clusters
  Score: Raw -159843.400125 + Penalty 2447.405998 = -157395.994127
  nChanged 6
		SP:Iteration 20F (148537.450000 sec): 3 clusters
  Score: Raw -159845.515765 + Penalty 2447.405998 = -157398.109767
  nChanged 12
		SP:Iteration 21Q (148537.480000 sec): 3 clusters
  Score: Raw -159850.362521 + Penalty 2447.405998 = -157402.956523
  nChanged 9
		SP:Iteration 22Q (148537.520000 sec): 3 clusters
  Score: Raw -159854.577512 + Penalty 2447.405998 = -157407.171514
  nChanged 8
		SP:Iteration 23Q (148537.550000 sec): 3 clusters
  Score: Raw -159858.341970 + Penalty 2447.405998 = -157410.935971
  nChanged 5
		SP:Iteration 24Q (148537.590000 sec): 3 clusters
  Score: Raw -159860.264122 + Penalty 2447.405998 = -157412.858124
  nChanged 4
		SP:Iteration 25Q (148537.630000 sec): 3 clusters
  Score: Raw -159861.330140 + Penalty 2447.405998 = -157413.924141
  nChanged 0
		SP:Iteration 26F (148537.660000 sec): 3 clusters
  Score: Raw -159861.330140 + Penalty 2447.405998 = -157413.924141
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 107 (2114 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (148537.720000 sec): 2 clusters
  Score: Raw -175425.629935 + Penalty 1244.154790 = -174181.475145
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (148537.770000 sec): 3 clusters
  Score: Raw -174470.039110 + Penalty 2488.309579 = -171981.729530
  nChanged 751
		SP:Iteration 1F (148537.810000 sec): 3 clusters
  Score: Raw -174935.149352 + Penalty 2488.309579 = -172446.839773
  nChanged 153
		SP:Iteration 2F (148537.850000 sec): 3 clusters
  Score: Raw -175043.210936 + Penalty 2488.309579 = -172554.901357
  nChanged 104
		SP:Iteration 3Q (148537.890000 sec): 3 clusters
  Score: Raw -175117.711888 + Penalty 2488.309579 = -172629.402309
  nChanged 77
		SP:Iteration 4Q (148537.930000 sec): 3 clusters
  Score: Raw -175166.400978 + Penalty 2488.309579 = -172678.091399
  nChanged 57
		SP:Iteration 5Q (148537.970000 sec): 3 clusters
  Score: Raw -175199.293233 + Penalty 2488.309579 = -172710.983654
  nChanged 53
		SP:Iteration 6Q (148538.010000 sec): 3 clusters
  Score: Raw -175243.140957 + Penalty 2488.309579 = -172754.831378
  nChanged 58
		SP:Iteration 7Q (148538.050000 sec): 3 clusters
  Score: Raw -175287.311091 + Penalty 2488.309579 = -172799.001512
  nChanged 54
		SP:Iteration 8Q (148538.090000 sec): 3 clusters
  Score: Raw -175328.216822 + Penalty 2488.309579 = -172839.907242
  nChanged 50
		SP:Iteration 9Q (148538.130000 sec): 3 clusters
  Score: Raw -175370.074178 + Penalty 2488.309579 = -172881.764599
  nChanged 49
		SP:Iteration 10Q (148538.170000 sec): 3 clusters
  Score: Raw -175411.989807 + Penalty 2488.309579 = -172923.680228
  nChanged 50
		SP:Iteration 11Q (148538.210000 sec): 3 clusters
  Score: Raw -175456.833020 + Penalty 2488.309579 = -172968.523441
  nChanged 46
		SP:Iteration 12Q (148538.250000 sec): 3 clusters
  Score: Raw -175492.425194 + Penalty 2488.309579 = -173004.115614
  nChanged 29
		SP:Iteration 13Q (148538.290000 sec): 3 clusters
  Score: Raw -175515.940414 + Penalty 2488.309579 = -173027.630835
  nChanged 33
		SP:Iteration 14Q (148538.330000 sec): 3 clusters
  Score: Raw -175544.514520 + Penalty 2488.309579 = -173056.204941
  nChanged 33
		SP:Iteration 15Q (148538.370000 sec): 3 clusters
  Score: Raw -175567.504090 + Penalty 2488.309579 = -173079.194510
  nChanged 28
		SP:Iteration 16Q (148538.410000 sec): 3 clusters
  Score: Raw -175592.218703 + Penalty 2488.309579 = -173103.909124
  nChanged 27
		SP:Iteration 17Q (148538.450000 sec): 3 clusters
  Score: Raw -175615.004678 + Penalty 2488.309579 = -173126.695099
  nChanged 15
		SP:Iteration 18Q (148538.490000 sec): 3 clusters
  Score: Raw -175626.564879 + Penalty 2488.309579 = -173138.255300
  nChanged 7
		SP:Iteration 19Q (148538.530000 sec): 3 clusters
  Score: Raw -175630.434638 + Penalty 2488.309579 = -173142.125059
  nChanged 9
		SP:Iteration 20F (148538.570000 sec): 3 clusters
  Score: Raw -175636.012675 + Penalty 2488.309579 = -173147.703096
  nChanged 9
		SP:Iteration 21Q (148538.610000 sec): 3 clusters
  Score: Raw -175644.223217 + Penalty 2488.309579 = -173155.913638
  nChanged 2
		SP:Iteration 22Q (148538.650000 sec): 3 clusters
  Score: Raw -175645.795802 + Penalty 2488.309579 = -173157.486223
  nChanged 2
		SP:Iteration 23Q (148538.690000 sec): 3 clusters
  Score: Raw -175646.544640 + Penalty 2488.309579 = -173158.235061
  nChanged 0
		SP:Iteration 24F (148538.730000 sec): 3 clusters
  Score: Raw -175646.544640 + Penalty 2488.309579 = -173158.235061
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 108 (5226 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (148538.810000 sec): 2 clusters
  Score: Raw -449400.784531 + Penalty 1391.227735 = -448009.556796
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (148538.910000 sec): 3 clusters
  Score: Raw -446679.871268 + Penalty 2782.455470 = -443897.415798
  nChanged 2139
		SP:Iteration 1F (148539.010000 sec): 3 clusters
  Score: Raw -447947.080213 + Penalty 2782.455470 = -445164.624743
  nChanged 440
		SP:Iteration 2F (148539.100000 sec): 3 clusters
  Score: Raw -448214.987458 + Penalty 2782.455470 = -445432.531988
  nChanged 346
		SP:Iteration 3F (148539.190000 sec): 3 clusters
  Score: Raw -448425.948405 + Penalty 2782.455470 = -445643.492935
  nChanged 281
		SP:Iteration 4F (148539.290000 sec): 3 clusters
  Score: Raw -448586.027759 + Penalty 2782.455470 = -445803.572289
  nChanged 244
		SP:Iteration 5Q (148539.390000 sec): 3 clusters
  Score: Raw -448739.984975 + Penalty 2782.455470 = -445957.529505
  nChanged 216
		SP:Iteration 6Q (148539.480000 sec): 3 clusters
  Score: Raw -448872.490945 + Penalty 2782.455470 = -446090.035475
  nChanged 214
		SP:Iteration 7Q (148539.580000 sec): 3 clusters
  Score: Raw -448996.133036 + Penalty 2782.455470 = -446213.677566
  nChanged 180
		SP:Iteration 8Q (148539.680000 sec): 3 clusters
  Score: Raw -449109.317084 + Penalty 2782.455470 = -446326.861614
  nChanged 182
		SP:Iteration 9Q (148539.780000 sec): 3 clusters
  Score: Raw -449207.698837 + Penalty 2782.455470 = -446425.243367
  nChanged 149
		SP:Iteration 10Q (148539.870000 sec): 3 clusters
  Score: Raw -449281.057566 + Penalty 2782.455470 = -446498.602096
  nChanged 119
		SP:Iteration 11Q (148539.970000 sec): 3 clusters
  Score: Raw -449338.675150 + Penalty 2782.455470 = -446556.219681
  nChanged 107
		SP:Iteration 12Q (148540.070000 sec): 3 clusters
  Score: Raw -449392.693087 + Penalty 2782.455470 = -446610.237617
  nChanged 88
		SP:Iteration 13Q (148540.170000 sec): 3 clusters
  Score: Raw -449428.456489 + Penalty 2782.455470 = -446646.001019
  nChanged 73
		SP:Iteration 14Q (148540.270000 sec): 3 clusters
  Score: Raw -449459.858786 + Penalty 2782.455470 = -446677.403316
  nChanged 62
		SP:Iteration 15Q (148540.360000 sec): 3 clusters
  Score: Raw -449484.879786 + Penalty 2782.455470 = -446702.424316
  nChanged 53
		SP:Iteration 16Q (148540.460000 sec): 3 clusters
  Score: Raw -449504.082930 + Penalty 2782.455470 = -446721.627460
  nChanged 41
		SP:Iteration 17Q (148540.560000 sec): 3 clusters
  Score: Raw -449518.720825 + Penalty 2782.455470 = -446736.265355
  nChanged 35
		SP:Iteration 18Q (148540.650000 sec): 3 clusters
  Score: Raw -449531.922168 + Penalty 2782.455470 = -446749.466698
  nChanged 42
		SP:Iteration 19Q (148540.750000 sec): 3 clusters
  Score: Raw -449548.908397 + Penalty 2782.455470 = -446766.452927
  nChanged 38
		SP:Iteration 20F (148540.850000 sec): 3 clusters
  Score: Raw -449563.216057 + Penalty 2782.455470 = -446780.760587
  nChanged 39
		SP:Iteration 21Q (148540.950000 sec): 3 clusters
  Score: Raw -449579.237801 + Penalty 2782.455470 = -446796.782331
  nChanged 34
		SP:Iteration 22Q (148541.040000 sec): 3 clusters
  Score: Raw -449596.814375 + Penalty 2782.455470 = -446814.358905
  nChanged 24
		SP:Iteration 23Q (148541.140000 sec): 3 clusters
  Score: Raw -449606.436004 + Penalty 2782.455470 = -446823.980534
  nChanged 16
		SP:Iteration 24Q (148541.230000 sec): 3 clusters
  Score: Raw -449611.290853 + Penalty 2782.455470 = -446828.835384
  nChanged 15
		SP:Iteration 25Q (148541.330000 sec): 3 clusters
  Score: Raw -449616.421199 + Penalty 2782.455470 = -446833.965729
  nChanged 20
		SP:Iteration 26Q (148541.430000 sec): 3 clusters
  Score: Raw -449623.431878 + Penalty 2782.455470 = -446840.976408
  nChanged 20
		SP:Iteration 27Q (148541.530000 sec): 3 clusters
  Score: Raw -449631.284121 + Penalty 2782.455470 = -446848.828651
  nChanged 21
		SP:Iteration 28Q (148541.620000 sec): 3 clusters
  Score: Raw -449639.274611 + Penalty 2782.455470 = -446856.819141
  nChanged 15
		SP:Iteration 29Q (148541.720000 sec): 3 clusters
  Score: Raw -449643.966301 + Penalty 2782.455470 = -446861.510831
  nChanged 18
		SP:Iteration 30Q (148541.820000 sec): 3 clusters
  Score: Raw -449650.036059 + Penalty 2782.455470 = -446867.580589
  nChanged 11
		SP:Iteration 31Q (148541.920000 sec): 3 clusters
  Score: Raw -449653.699725 + Penalty 2782.455470 = -446871.244255
  nChanged 4
		SP:Iteration 32Q (148542.020000 sec): 3 clusters
  Score: Raw -449655.007706 + Penalty 2782.455470 = -446872.552236
  nChanged 0
		SP:Iteration 33F (148542.110000 sec): 3 clusters
  Score: Raw -449655.007706 + Penalty 2782.455470 = -446872.552236
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 109 (9074 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (148542.210000 sec): 2 clusters
  Score: Raw -874077.145237 + Penalty 1480.889875 = -872596.255363
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (148542.380000 sec): 3 clusters
  Score: Raw -869035.100954 + Penalty 2961.779750 = -866073.321205
  nChanged 3878
		SP:Iteration 1F (148542.550000 sec): 3 clusters
  Score: Raw -870996.891494 + Penalty 2961.779750 = -868035.111745
  nChanged 529
		SP:Iteration 2F (148542.700000 sec): 3 clusters
  Score: Raw -871211.555463 + Penalty 2961.779750 = -868249.775714
  nChanged 469
		SP:Iteration 3F (148542.820000 sec): 3 clusters
  Score: Raw -871418.857361 + Penalty 2961.779750 = -868457.077611
  nChanged 419
		SP:Iteration 4Q (148542.970000 sec): 3 clusters
  Score: Raw -871633.804500 + Penalty 2961.779750 = -868672.024751
  nChanged 419
		SP:Iteration 5Q (148543.120000 sec): 3 clusters
  Score: Raw -871855.099134 + Penalty 2961.779750 = -868893.319385
  nChanged 420
		SP:Iteration 6Q (148543.270000 sec): 3 clusters
  Score: Raw -872062.626486 + Penalty 2961.779750 = -869100.846737
  nChanged 449
		SP:Iteration 7Q (148543.420000 sec): 3 clusters
  Score: Raw -872317.107573 + Penalty 2961.779750 = -869355.327823
  nChanged 454
		SP:Iteration 8F (148543.550000 sec): 3 clusters
  Score: Raw -872583.111332 + Penalty 2961.779750 = -869621.331582
  nChanged 455
		SP:Iteration 9F (148543.690000 sec): 3 clusters
  Score: Raw -872864.951391 + Penalty 2961.779750 = -869903.171642
  nChanged 435
		SP:Iteration 10Q (148543.850000 sec): 3 clusters
  Score: Raw -873126.115494 + Penalty 2961.779750 = -870164.335744
  nChanged 372
		SP:Iteration 11Q (148543.990000 sec): 3 clusters
  Score: Raw -873354.951535 + Penalty 2961.779750 = -870393.171786
  nChanged 314
		SP:Iteration 12Q (148544.140000 sec): 3 clusters
  Score: Raw -873580.582688 + Penalty 2961.779750 = -870618.802938
  nChanged 275
		SP:Iteration 13Q (148544.280000 sec): 3 clusters
  Score: Raw -873789.040279 + Penalty 2961.779750 = -870827.260529
  nChanged 202
		SP:Iteration 14Q (148544.430000 sec): 3 clusters
  Score: Raw -873951.276578 + Penalty 2961.779750 = -870989.496828
  nChanged 165
		SP:Iteration 15Q (148544.570000 sec): 3 clusters
  Score: Raw -874090.863589 + Penalty 2961.779750 = -871129.083840
  nChanged 143
		SP:Iteration 16Q (148544.710000 sec): 3 clusters
  Score: Raw -874223.630820 + Penalty 2961.779750 = -871261.851070
  nChanged 126
		SP:Iteration 17Q (148544.850000 sec): 3 clusters
  Score: Raw -874323.276770 + Penalty 2961.779750 = -871361.497020
  nChanged 100
		SP:Iteration 18Q (148544.970000 sec): 3 clusters
  Score: Raw -874399.227446 + Penalty 2961.779750 = -871437.447697
  nChanged 83
		SP:Iteration 19Q (148545.110000 sec): 3 clusters
  Score: Raw -874458.149516 + Penalty 2961.779750 = -871496.369766
  nChanged 65
		SP:Iteration 20F (148545.250000 sec): 3 clusters
  Score: Raw -874497.781179 + Penalty 2961.779750 = -871536.001429
  nChanged 64
		SP:Iteration 21Q (148545.390000 sec): 3 clusters
  Score: Raw -874537.688054 + Penalty 2961.779750 = -871575.908304
  nChanged 49
		SP:Iteration 22Q (148545.520000 sec): 3 clusters
  Score: Raw -874572.269293 + Penalty 2961.779750 = -871610.489543
  nChanged 50
		SP:Iteration 23Q (148545.660000 sec): 3 clusters
  Score: Raw -874615.359299 + Penalty 2961.779750 = -871653.579550
  nChanged 43
		SP:Iteration 24Q (148545.790000 sec): 3 clusters
  Score: Raw -874640.323803 + Penalty 2961.779750 = -871678.544054
  nChanged 31
		SP:Iteration 25Q (148545.920000 sec): 3 clusters
  Score: Raw -874653.148811 + Penalty 2961.779750 = -871691.369062
  nChanged 24
		SP:Iteration 26Q (148546.040000 sec): 3 clusters
  Score: Raw -874661.317300 + Penalty 2961.779750 = -871699.537550
  nChanged 16
		SP:Iteration 27Q (148546.180000 sec): 3 clusters
  Score: Raw -874668.588398 + Penalty 2961.779750 = -871706.808648
  nChanged 13
		SP:Iteration 28Q (148546.310000 sec): 3 clusters
  Score: Raw -874673.028491 + Penalty 2961.779750 = -871711.248742
  nChanged 8
		SP:Iteration 29Q (148546.450000 sec): 3 clusters
  Score: Raw -874675.832821 + Penalty 2961.779750 = -871714.053071
  nChanged 11
		SP:Iteration 30Q (148546.580000 sec): 3 clusters
  Score: Raw -874680.733888 + Penalty 2961.779750 = -871718.954138
  nChanged 8
		SP:Iteration 31Q (148546.710000 sec): 3 clusters
  Score: Raw -874686.554977 + Penalty 2961.779750 = -871724.775228
  nChanged 17
		SP:Iteration 32Q (148546.850000 sec): 3 clusters
  Score: Raw -874694.040376 + Penalty 2961.779750 = -871732.260626
  nChanged 7
		SP:Iteration 33Q (148546.980000 sec): 3 clusters
  Score: Raw -874695.795070 + Penalty 2961.779750 = -871734.015320
  nChanged 2
		SP:Iteration 34Q (148547.110000 sec): 3 clusters
  Score: Raw -874696.302769 + Penalty 2961.779750 = -871734.523020
  nChanged 3
		SP:Iteration 35Q (148547.230000 sec): 3 clusters
  Score: Raw -874696.816317 + Penalty 2961.779750 = -871735.036568
  nChanged 4
		SP:Iteration 36Q (148547.360000 sec): 3 clusters
  Score: Raw -874698.156951 + Penalty 2961.779750 = -871736.377202
  nChanged 5
		SP:Iteration 37Q (148547.500000 sec): 3 clusters
  Score: Raw -874700.570246 + Penalty 2961.779750 = -871738.790496
  nChanged 5
		SP:Iteration 38Q (148547.630000 sec): 3 clusters
  Score: Raw -874703.675119 + Penalty 2961.779750 = -871741.895369
  nChanged 1
		SP:Iteration 39Q (148547.770000 sec): 3 clusters
  Score: Raw -874704.003551 + Penalty 2961.779750 = -871742.223801
  nChanged 1
		SP:Iteration 40F (148547.910000 sec): 3 clusters
  Score: Raw -874704.311725 + Penalty 2961.779750 = -871742.531975
  nChanged 1
		SP:Iteration 41Q (148548.040000 sec): 3 clusters
  Score: Raw -874704.505741 + Penalty 2961.779750 = -871742.725991
  nChanged 0
		SP:Iteration 42F (148548.170000 sec): 3 clusters
  Score: Raw -874704.505741 + Penalty 2961.779750 = -871742.725991
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 110 (2832 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (148548.240000 sec): 2 clusters
  Score: Raw -239109.435286 + Penalty 1291.669999 = -237817.765287
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (148548.300000 sec): 3 clusters
  Score: Raw -237811.676362 + Penalty 2583.339998 = -235228.336364
  nChanged 1052
		SP:Iteration 1F (148548.350000 sec): 3 clusters
  Score: Raw -238461.496239 + Penalty 2583.339998 = -235878.156241
  nChanged 217
		SP:Iteration 2F (148548.410000 sec): 3 clusters
  Score: Raw -238595.717659 + Penalty 2583.339998 = -236012.377661
  nChanged 141
		SP:Iteration 3Q (148548.470000 sec): 3 clusters
  Score: Raw -238687.008995 + Penalty 2583.339998 = -236103.668998
  nChanged 109
		SP:Iteration 4Q (148548.530000 sec): 3 clusters
  Score: Raw -238762.512003 + Penalty 2583.339998 = -236179.172005
  nChanged 103
		SP:Iteration 5Q (148548.580000 sec): 3 clusters
  Score: Raw -238824.465084 + Penalty 2583.339998 = -236241.125086
  nChanged 73
		SP:Iteration 6Q (148548.640000 sec): 3 clusters
  Score: Raw -238858.983198 + Penalty 2583.339998 = -236275.643201
  nChanged 55
		SP:Iteration 7Q (148548.700000 sec): 3 clusters
  Score: Raw -238886.881311 + Penalty 2583.339998 = -236303.541313
  nChanged 45
		SP:Iteration 8Q (148548.750000 sec): 3 clusters
  Score: Raw -238910.906895 + Penalty 2583.339998 = -236327.566897
  nChanged 58
		SP:Iteration 9Q (148548.810000 sec): 3 clusters
  Score: Raw -238939.999110 + Penalty 2583.339998 = -236356.659112
  nChanged 45
		SP:Iteration 10Q (148548.870000 sec): 3 clusters
  Score: Raw -238959.964170 + Penalty 2583.339998 = -236376.624172
  nChanged 39
		SP:Iteration 11Q (148548.930000 sec): 3 clusters
  Score: Raw -238976.916125 + Penalty 2583.339998 = -236393.576127
  nChanged 37
		SP:Iteration 12Q (148548.980000 sec): 3 clusters
  Score: Raw -238992.216732 + Penalty 2583.339998 = -236408.876734
  nChanged 28
		SP:Iteration 13Q (148549.040000 sec): 3 clusters
  Score: Raw -239006.545173 + Penalty 2583.339998 = -236423.205175
  nChanged 38
		SP:Iteration 14Q (148549.090000 sec): 3 clusters
  Score: Raw -239019.387059 + Penalty 2583.339998 = -236436.047061
  nChanged 21
		SP:Iteration 15Q (148549.150000 sec): 3 clusters
  Score: Raw -239026.565743 + Penalty 2583.339998 = -236443.225745
  nChanged 21
		SP:Iteration 16Q (148549.210000 sec): 3 clusters
  Score: Raw -239034.672438 + Penalty 2583.339998 = -236451.332440
  nChanged 26
		SP:Iteration 17Q (148549.270000 sec): 3 clusters
  Score: Raw -239046.154094 + Penalty 2583.339998 = -236462.814097
  nChanged 24
		SP:Iteration 18Q (148549.320000 sec): 3 clusters
  Score: Raw -239054.985009 + Penalty 2583.339998 = -236471.645011
  nChanged 19
		SP:Iteration 19Q (148549.380000 sec): 3 clusters
  Score: Raw -239060.644064 + Penalty 2583.339998 = -236477.304067
  nChanged 12
		SP:Iteration 20F (148549.430000 sec): 3 clusters
  Score: Raw -239064.419236 + Penalty 2583.339998 = -236481.079238
  nChanged 12
		SP:Iteration 21Q (148549.490000 sec): 3 clusters
  Score: Raw -239069.749047 + Penalty 2583.339998 = -236486.409050
  nChanged 12
		SP:Iteration 22Q (148549.550000 sec): 3 clusters
  Score: Raw -239074.913989 + Penalty 2583.339998 = -236491.573991
  nChanged 14
		SP:Iteration 23Q (148549.600000 sec): 3 clusters
  Score: Raw -239079.104545 + Penalty 2583.339998 = -236495.764547
  nChanged 6
		SP:Iteration 24Q (148549.660000 sec): 3 clusters
  Score: Raw -239081.225283 + Penalty 2583.339998 = -236497.885285
  nChanged 4
		SP:Iteration 25Q (148549.710000 sec): 3 clusters
  Score: Raw -239082.690891 + Penalty 2583.339998 = -236499.350893
  nChanged 5
		SP:Iteration 26Q (148549.770000 sec): 3 clusters
  Score: Raw -239084.343664 + Penalty 2583.339998 = -236501.003666
  nChanged 6
		SP:Iteration 27Q (148549.830000 sec): 3 clusters
  Score: Raw -239086.677716 + Penalty 2583.339998 = -236503.337718
  nChanged 4
		SP:Iteration 28Q (148549.880000 sec): 3 clusters
  Score: Raw -239088.833414 + Penalty 2583.339998 = -236505.493416
  nChanged 4
		SP:Iteration 29Q (148549.940000 sec): 3 clusters
  Score: Raw -239089.917114 + Penalty 2583.339998 = -236506.577117
  nChanged 1
		SP:Iteration 30Q (148549.990000 sec): 3 clusters
  Score: Raw -239090.021101 + Penalty 2583.339998 = -236506.681103
  nChanged 0
		SP:Iteration 31F (148550.050000 sec): 3 clusters
  Score: Raw -239090.021101 + Penalty 2583.339998 = -236506.681103
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 111 (1877 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (148550.110000 sec): 2 clusters
  Score: Raw -160743.617084 + Penalty 1224.832381 = -159518.784703
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (148550.150000 sec): 3 clusters
  Score: Raw -159982.844568 + Penalty 2449.664762 = -157533.179806
  nChanged 642
		SP:Iteration 1F (148550.190000 sec): 3 clusters
  Score: Raw -160406.284299 + Penalty 2449.664762 = -157956.619538
  nChanged 162
		SP:Iteration 2F (148550.220000 sec): 3 clusters
  Score: Raw -160522.395788 + Penalty 2449.664762 = -158072.731026
  nChanged 80
		SP:Iteration 3Q (148550.260000 sec): 3 clusters
  Score: Raw -160584.485411 + Penalty 2449.664762 = -158134.820649
  nChanged 59
		SP:Iteration 4Q (148550.290000 sec): 3 clusters
  Score: Raw -160626.836239 + Penalty 2449.664762 = -158177.171477
  nChanged 44
		SP:Iteration 5Q (148550.330000 sec): 3 clusters
  Score: Raw -160663.955324 + Penalty 2449.664762 = -158214.290562
  nChanged 41
		SP:Iteration 6Q (148550.370000 sec): 3 clusters
  Score: Raw -160691.949204 + Penalty 2449.664762 = -158242.284442
  nChanged 41
		SP:Iteration 7Q (148550.400000 sec): 3 clusters
  Score: Raw -160716.253482 + Penalty 2449.664762 = -158266.588720
  nChanged 27
		SP:Iteration 8Q (148550.440000 sec): 3 clusters
  Score: Raw -160733.850265 + Penalty 2449.664762 = -158284.185503
  nChanged 30
		SP:Iteration 9Q (148550.470000 sec): 3 clusters
  Score: Raw -160751.797715 + Penalty 2449.664762 = -158302.132954
  nChanged 18
		SP:Iteration 10Q (148550.510000 sec): 3 clusters
  Score: Raw -160766.673778 + Penalty 2449.664762 = -158317.009016
  nChanged 17
		SP:Iteration 11Q (148550.550000 sec): 3 clusters
  Score: Raw -160777.249485 + Penalty 2449.664762 = -158327.584723
  nChanged 13
		SP:Iteration 12Q (148550.580000 sec): 3 clusters
  Score: Raw -160784.737069 + Penalty 2449.664762 = -158335.072307
  nChanged 12
		SP:Iteration 13Q (148550.620000 sec): 3 clusters
  Score: Raw -160794.343658 + Penalty 2449.664762 = -158344.678896
  nChanged 14
		SP:Iteration 14Q (148550.650000 sec): 3 clusters
  Score: Raw -160803.219751 + Penalty 2449.664762 = -158353.554989
  nChanged 14
		SP:Iteration 15Q (148550.690000 sec): 3 clusters
  Score: Raw -160813.460086 + Penalty 2449.664762 = -158363.795324
  nChanged 15
		SP:Iteration 16Q (148550.730000 sec): 3 clusters
  Score: Raw -160821.934387 + Penalty 2449.664762 = -158372.269625
  nChanged 14
		SP:Iteration 17Q (148550.760000 sec): 3 clusters
  Score: Raw -160829.952546 + Penalty 2449.664762 = -158380.287784
  nChanged 14
		SP:Iteration 18Q (148550.800000 sec): 3 clusters
  Score: Raw -160837.517974 + Penalty 2449.664762 = -158387.853212
  nChanged 14
		SP:Iteration 19Q (148550.830000 sec): 3 clusters
  Score: Raw -160845.447821 + Penalty 2449.664762 = -158395.783059
  nChanged 11
		SP:Iteration 20F (148550.870000 sec): 3 clusters
  Score: Raw -160852.929638 + Penalty 2449.664762 = -158403.264876
  nChanged 11
		SP:Iteration 21Q (148550.900000 sec): 3 clusters
  Score: Raw -160858.265697 + Penalty 2449.664762 = -158408.600935
  nChanged 8
		SP:Iteration 22Q (148550.940000 sec): 3 clusters
  Score: Raw -160862.232685 + Penalty 2449.664762 = -158412.567923
  nChanged 10
		SP:Iteration 23Q (148550.970000 sec): 3 clusters
  Score: Raw -160866.395092 + Penalty 2449.664762 = -158416.730330
  nChanged 12
		SP:Iteration 24Q (148551.010000 sec): 3 clusters
  Score: Raw -160873.607328 + Penalty 2449.664762 = -158423.942566
  nChanged 8
		SP:Iteration 25Q (148551.050000 sec): 3 clusters
  Score: Raw -160879.392914 + Penalty 2449.664762 = -158429.728152
  nChanged 10
		SP:Iteration 26Q (148551.080000 sec): 3 clusters
  Score: Raw -160883.340638 + Penalty 2449.664762 = -158433.675876
  nChanged 4
		SP:Iteration 27Q (148551.110000 sec): 3 clusters
  Score: Raw -160884.918521 + Penalty 2449.664762 = -158435.253759
  nChanged 3
		SP:Iteration 28Q (148551.150000 sec): 3 clusters
  Score: Raw -160886.632804 + Penalty 2449.664762 = -158436.968042
  nChanged 3
		SP:Iteration 29Q (148551.190000 sec): 3 clusters
  Score: Raw -160887.904357 + Penalty 2449.664762 = -158438.239595
  nChanged 2
		SP:Iteration 30Q (148551.220000 sec): 3 clusters
  Score: Raw -160889.347323 + Penalty 2449.664762 = -158439.682561
  nChanged 4
		SP:Iteration 31Q (148551.260000 sec): 3 clusters
  Score: Raw -160891.988692 + Penalty 2449.664762 = -158442.323931
  nChanged 6
		SP:Iteration 32Q (148551.290000 sec): 3 clusters
  Score: Raw -160894.262805 + Penalty 2449.664762 = -158444.598043
  nChanged 3
		SP:Iteration 33Q (148551.330000 sec): 3 clusters
  Score: Raw -160895.868925 + Penalty 2449.664762 = -158446.204163
  nChanged 4
		SP:Iteration 34Q (148551.360000 sec): 3 clusters
  Score: Raw -160897.281673 + Penalty 2449.664762 = -158447.616912
  nChanged 4
		SP:Iteration 35Q (148551.400000 sec): 3 clusters
  Score: Raw -160899.123123 + Penalty 2449.664762 = -158449.458361
  nChanged 4
		SP:Iteration 36Q (148551.430000 sec): 3 clusters
  Score: Raw -160901.781278 + Penalty 2449.664762 = -158452.116517
  nChanged 7
		SP:Iteration 37Q (148551.470000 sec): 3 clusters
  Score: Raw -160904.899155 + Penalty 2449.664762 = -158455.234393
  nChanged 9
		SP:Iteration 38Q (148551.510000 sec): 3 clusters
  Score: Raw -160910.533815 + Penalty 2449.664762 = -158460.869053
  nChanged 7
		SP:Iteration 39Q (148551.540000 sec): 3 clusters
  Score: Raw -160914.440628 + Penalty 2449.664762 = -158464.775867
  nChanged 9
		SP:Iteration 40F (148551.580000 sec): 3 clusters
  Score: Raw -160920.445257 + Penalty 2449.664762 = -158470.780495
  nChanged 6
		SP:Iteration 41Q (148551.610000 sec): 3 clusters
  Score: Raw -160925.496051 + Penalty 2449.664762 = -158475.831289
  nChanged 5
		SP:Iteration 42Q (148551.650000 sec): 3 clusters
  Score: Raw -160928.687854 + Penalty 2449.664762 = -158479.023092
  nChanged 10
		SP:Iteration 43Q (148551.680000 sec): 3 clusters
  Score: Raw -160933.411929 + Penalty 2449.664762 = -158483.747167
  nChanged 7
		SP:Iteration 44Q (148551.720000 sec): 3 clusters
  Score: Raw -160936.861570 + Penalty 2449.664762 = -158487.196808
  nChanged 4
		SP:Iteration 45Q (148551.750000 sec): 3 clusters
  Score: Raw -160938.347326 + Penalty 2449.664762 = -158488.682564
  nChanged 4
		SP:Iteration 46Q (148551.790000 sec): 3 clusters
  Score: Raw -160940.982039 + Penalty 2449.664762 = -158491.317277
  nChanged 3
		SP:Iteration 47Q (148551.830000 sec): 3 clusters
  Score: Raw -160942.657644 + Penalty 2449.664762 = -158492.992882
  nChanged 6
		SP:Iteration 48Q (148551.860000 sec): 3 clusters
  Score: Raw -160945.750655 + Penalty 2449.664762 = -158496.085893
  nChanged 7
		SP:Iteration 49Q (148551.900000 sec): 3 clusters
  Score: Raw -160947.533130 + Penalty 2449.664762 = -158497.868368
  nChanged 5
		SP:Iteration 50Q (148551.930000 sec): 3 clusters
  Score: Raw -160949.499743 + Penalty 2449.664762 = -158499.834982
  nChanged 5
		SP:Iteration 51Q (148551.970000 sec): 3 clusters
  Score: Raw -160952.210497 + Penalty 2449.664762 = -158502.545735
  nChanged 4
		SP:Iteration 52Q (148552.000000 sec): 3 clusters
  Score: Raw -160954.086420 + Penalty 2449.664762 = -158504.421658
  nChanged 1
		SP:Iteration 53Q (148552.040000 sec): 3 clusters
  Score: Raw -160954.363986 + Penalty 2449.664762 = -158504.699224
  nChanged 0
		SP:Iteration 54F (148552.070000 sec): 3 clusters
  Score: Raw -160954.363986 + Penalty 2449.664762 = -158504.699224
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 112 (480 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (148552.110000 sec): 2 clusters
  Score: Raw -43733.995418 + Penalty 1003.240242 = -42730.755176
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (148552.120000 sec): 3 clusters
  Score: Raw -43665.467771 + Penalty 2006.480484 = -41658.987287
  nChanged 109
		SP:Iteration 1F (148552.130000 sec): 3 clusters
  Score: Raw -43826.299710 + Penalty 2006.480484 = -41819.819227
  nChanged 23
		SP:Iteration 2Q (148552.140000 sec): 3 clusters
  Score: Raw -43868.395627 + Penalty 2006.480484 = -41861.915143
  nChanged 10
		SP:Iteration 3Q (148552.150000 sec): 3 clusters
  Score: Raw -43886.260770 + Penalty 2006.480484 = -41879.780286
  nChanged 4
		SP:Iteration 4Q (148552.160000 sec): 3 clusters
  Score: Raw -43891.611086 + Penalty 2006.480484 = -41885.130602
  nChanged 0
		SP:Iteration 5F (148552.170000 sec): 3 clusters
  Score: Raw -43891.611086 + Penalty 2006.480484 = -41885.130602
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 113 (2432 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (148552.240000 sec): 2 clusters
  Score: Raw -205185.094753 + Penalty 1266.926252 = -203918.168501
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (148552.290000 sec): 3 clusters
  Score: Raw -204110.131136 + Penalty 2533.852504 = -201576.278632
  nChanged 895
		SP:Iteration 1F (148552.330000 sec): 3 clusters
  Score: Raw -204701.283458 + Penalty 2533.852504 = -202167.430954
  nChanged 194
		SP:Iteration 2F (148552.380000 sec): 3 clusters
  Score: Raw -204837.212229 + Penalty 2533.852504 = -202303.359725
  nChanged 130
		SP:Iteration 3F (148552.430000 sec): 3 clusters
  Score: Raw -204918.134767 + Penalty 2533.852504 = -202384.282263
  nChanged 87
		SP:Iteration 4Q (148552.480000 sec): 3 clusters
  Score: Raw -204971.462559 + Penalty 2533.852504 = -202437.610055
  nChanged 56
		SP:Iteration 5Q (148552.530000 sec): 3 clusters
  Score: Raw -204998.660931 + Penalty 2533.852504 = -202464.808427
  nChanged 48
		SP:Iteration 6Q (148552.580000 sec): 3 clusters
  Score: Raw -205021.123541 + Penalty 2533.852504 = -202487.271037
  nChanged 37
		SP:Iteration 7Q (148552.630000 sec): 3 clusters
  Score: Raw -205044.870750 + Penalty 2533.852504 = -202511.018246
  nChanged 34
		SP:Iteration 8Q (148552.670000 sec): 3 clusters
  Score: Raw -205063.572717 + Penalty 2533.852504 = -202529.720213
  nChanged 22
		SP:Iteration 9Q (148552.720000 sec): 3 clusters
  Score: Raw -205074.091758 + Penalty 2533.852504 = -202540.239254
  nChanged 22
		SP:Iteration 10Q (148552.770000 sec): 3 clusters
  Score: Raw -205085.911778 + Penalty 2533.852504 = -202552.059274
  nChanged 19
		SP:Iteration 11Q (148552.820000 sec): 3 clusters
  Score: Raw -205097.129964 + Penalty 2533.852504 = -202563.277460
  nChanged 24
		SP:Iteration 12Q (148552.870000 sec): 3 clusters
  Score: Raw -205107.992392 + Penalty 2533.852504 = -202574.139888
  nChanged 22
		SP:Iteration 13Q (148552.910000 sec): 3 clusters
  Score: Raw -205119.601350 + Penalty 2533.852504 = -202585.748846
  nChanged 27
		SP:Iteration 14Q (148552.960000 sec): 3 clusters
  Score: Raw -205131.592861 + Penalty 2533.852504 = -202597.740357
  nChanged 27
		SP:Iteration 15Q (148553.010000 sec): 3 clusters
  Score: Raw -205143.561409 + Penalty 2533.852504 = -202609.708905
  nChanged 25
		SP:Iteration 16Q (148553.060000 sec): 3 clusters
  Score: Raw -205151.801584 + Penalty 2533.852504 = -202617.949080
  nChanged 18
		SP:Iteration 17Q (148553.110000 sec): 3 clusters
  Score: Raw -205162.491494 + Penalty 2533.852504 = -202628.638990
  nChanged 25
		SP:Iteration 18Q (148553.160000 sec): 3 clusters
  Score: Raw -205176.522884 + Penalty 2533.852504 = -202642.670380
  nChanged 18
		SP:Iteration 19Q (148553.210000 sec): 3 clusters
  Score: Raw -205188.410684 + Penalty 2533.852504 = -202654.558180
  nChanged 22
		SP:Iteration 20F (148553.250000 sec): 3 clusters
  Score: Raw -205202.627277 + Penalty 2533.852504 = -202668.774773
  nChanged 18
		SP:Iteration 21Q (148553.300000 sec): 3 clusters
  Score: Raw -205210.674889 + Penalty 2533.852504 = -202676.822385
  nChanged 16
		SP:Iteration 22Q (148553.350000 sec): 3 clusters
  Score: Raw -205225.091935 + Penalty 2533.852504 = -202691.239431
  nChanged 24
		SP:Iteration 23Q (148553.400000 sec): 3 clusters
  Score: Raw -205238.958973 + Penalty 2533.852504 = -202705.106469
  nChanged 18
		SP:Iteration 24Q (148553.450000 sec): 3 clusters
  Score: Raw -205250.368166 + Penalty 2533.852504 = -202716.515662
  nChanged 19
		SP:Iteration 25Q (148553.490000 sec): 3 clusters
  Score: Raw -205259.798493 + Penalty 2533.852504 = -202725.945989
  nChanged 20
		SP:Iteration 26Q (148553.540000 sec): 3 clusters
  Score: Raw -205268.425606 + Penalty 2533.852504 = -202734.573102
  nChanged 13
		SP:Iteration 27Q (148553.590000 sec): 3 clusters
  Score: Raw -205278.849866 + Penalty 2533.852504 = -202744.997362
  nChanged 11
		SP:Iteration 28Q (148553.630000 sec): 3 clusters
  Score: Raw -205284.942611 + Penalty 2533.852504 = -202751.090107
  nChanged 14
		SP:Iteration 29Q (148553.680000 sec): 3 clusters
  Score: Raw -205292.829400 + Penalty 2533.852504 = -202758.976896
  nChanged 17
		SP:Iteration 30Q (148553.730000 sec): 3 clusters
  Score: Raw -205302.318414 + Penalty 2533.852504 = -202768.465910
  nChanged 11
		SP:Iteration 31Q (148553.780000 sec): 3 clusters
  Score: Raw -205307.652470 + Penalty 2533.852504 = -202773.799966
  nChanged 14
		SP:Iteration 32Q (148553.820000 sec): 3 clusters
  Score: Raw -205314.861903 + Penalty 2533.852504 = -202781.009399
  nChanged 10
		SP:Iteration 33Q (148553.870000 sec): 3 clusters
  Score: Raw -205320.305435 + Penalty 2533.852504 = -202786.452931
  nChanged 12
		SP:Iteration 34Q (148553.920000 sec): 3 clusters
  Score: Raw -205325.951563 + Penalty 2533.852504 = -202792.099059
  nChanged 8
		SP:Iteration 35Q (148553.970000 sec): 3 clusters
  Score: Raw -205330.967405 + Penalty 2533.852504 = -202797.114901
  nChanged 6
		SP:Iteration 36Q (148554.010000 sec): 3 clusters
  Score: Raw -205334.521877 + Penalty 2533.852504 = -202800.669373
  nChanged 6
		SP:Iteration 37Q (148554.060000 sec): 3 clusters
  Score: Raw -205336.943692 + Penalty 2533.852504 = -202803.091188
  nChanged 6
		SP:Iteration 38Q (148554.110000 sec): 3 clusters
  Score: Raw -205340.185639 + Penalty 2533.852504 = -202806.333135
  nChanged 4
		SP:Iteration 39Q (148554.150000 sec): 3 clusters
  Score: Raw -205342.851594 + Penalty 2533.852504 = -202808.999090
  nChanged 5
		SP:Iteration 40F (148554.200000 sec): 3 clusters
  Score: Raw -205344.468349 + Penalty 2533.852504 = -202810.615845
  nChanged 1
		SP:Iteration 41Q (148554.250000 sec): 3 clusters
  Score: Raw -205345.193033 + Penalty 2533.852504 = -202811.340529
  nChanged 1
		SP:Iteration 42Q (148554.290000 sec): 3 clusters
  Score: Raw -205345.537723 + Penalty 2533.852504 = -202811.685219
  nChanged 1
		SP:Iteration 43Q (148554.340000 sec): 3 clusters
  Score: Raw -205346.948734 + Penalty 2533.852504 = -202813.096230
  nChanged 2
		SP:Iteration 44Q (148554.390000 sec): 3 clusters
  Score: Raw -205348.643480 + Penalty 2533.852504 = -202814.790976
  nChanged 2
		SP:Iteration 45Q (148554.440000 sec): 3 clusters
  Score: Raw -205349.140171 + Penalty 2533.852504 = -202815.287667
  nChanged 1
		SP:Iteration 46Q (148554.480000 sec): 3 clusters
  Score: Raw -205349.220507 + Penalty 2533.852504 = -202815.368003
  nChanged 1
		SP:Iteration 47Q (148554.530000 sec): 3 clusters
  Score: Raw -205349.312120 + Penalty 2533.852504 = -202815.459616
  nChanged 1
		SP:Iteration 48Q (148554.580000 sec): 3 clusters
  Score: Raw -205349.389145 + Penalty 2533.852504 = -202815.536641
  nChanged 0
		SP:Iteration 49F (148554.620000 sec): 3 clusters
  Score: Raw -205349.389145 + Penalty 2533.852504 = -202815.536641
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 114 (1486 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (148554.680000 sec): 2 clusters
  Score: Raw -129780.500324 + Penalty 1186.874524 = -128593.625799
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (148554.710000 sec): 3 clusters
  Score: Raw -129203.535547 + Penalty 2373.749048 = -126829.786499
  nChanged 494
		SP:Iteration 1F (148554.740000 sec): 3 clusters
  Score: Raw -129585.537276 + Penalty 2373.749048 = -127211.788228
  nChanged 113
		SP:Iteration 2F (148554.770000 sec): 3 clusters
  Score: Raw -129682.109976 + Penalty 2373.749048 = -127308.360928
  nChanged 70
		SP:Iteration 3Q (148554.790000 sec): 3 clusters
  Score: Raw -129728.302392 + Penalty 2373.749048 = -127354.553344
  nChanged 38
		SP:Iteration 4Q (148554.830000 sec): 3 clusters
  Score: Raw -129751.776083 + Penalty 2373.749048 = -127378.027035
  nChanged 22
		SP:Iteration 5Q (148554.850000 sec): 3 clusters
  Score: Raw -129766.861889 + Penalty 2373.749048 = -127393.112840
  nChanged 14
		SP:Iteration 6Q (148554.880000 sec): 3 clusters
  Score: Raw -129777.805860 + Penalty 2373.749048 = -127404.056812
  nChanged 15
		SP:Iteration 7Q (148554.910000 sec): 3 clusters
  Score: Raw -129788.578012 + Penalty 2373.749048 = -127414.828963
  nChanged 15
		SP:Iteration 8Q (148554.940000 sec): 3 clusters
  Score: Raw -129799.351142 + Penalty 2373.749048 = -127425.602094
  nChanged 10
		SP:Iteration 9Q (148554.970000 sec): 3 clusters
  Score: Raw -129805.797482 + Penalty 2373.749048 = -127432.048433
  nChanged 8
		SP:Iteration 10Q (148555.000000 sec): 3 clusters
  Score: Raw -129810.024565 + Penalty 2373.749048 = -127436.275517
  nChanged 2
		SP:Iteration 11Q (148555.030000 sec): 3 clusters
  Score: Raw -129811.115214 + Penalty 2373.749048 = -127437.366165
  nChanged 2
		SP:Iteration 12Q (148555.050000 sec): 3 clusters
  Score: Raw -129812.119223 + Penalty 2373.749048 = -127438.370175
  nChanged 4
		SP:Iteration 13Q (148555.080000 sec): 3 clusters
  Score: Raw -129816.356625 + Penalty 2373.749048 = -127442.607577
  nChanged 5
		SP:Iteration 14Q (148555.110000 sec): 3 clusters
  Score: Raw -129818.699347 + Penalty 2373.749048 = -127444.950299
  nChanged 3
		SP:Iteration 15Q (148555.140000 sec): 3 clusters
  Score: Raw -129819.924270 + Penalty 2373.749048 = -127446.175221
  nChanged 3
		SP:Iteration 16Q (148555.170000 sec): 3 clusters
  Score: Raw -129820.858773 + Penalty 2373.749048 = -127447.109725
  nChanged 2
		SP:Iteration 17Q (148555.200000 sec): 3 clusters
  Score: Raw -129821.627177 + Penalty 2373.749048 = -127447.878128
  nChanged 1
		SP:Iteration 18Q (148555.230000 sec): 3 clusters
  Score: Raw -129822.060342 + Penalty 2373.749048 = -127448.311294
  nChanged 0
		SP:Iteration 19F (148555.260000 sec): 3 clusters
  Score: Raw -129822.060342 + Penalty 2373.749048 = -127448.311294
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 115 (1560 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (148555.310000 sec): 2 clusters
  Score: Raw -134414.206462 + Penalty 1194.771679 = -133219.434784
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (148555.340000 sec): 3 clusters
  Score: Raw -133804.998657 + Penalty 2389.543358 = -131415.455300
  nChanged 515
		SP:Iteration 1F (148555.370000 sec): 3 clusters
  Score: Raw -134154.598454 + Penalty 2389.543358 = -131765.055096
  nChanged 111
		SP:Iteration 2F (148555.400000 sec): 3 clusters
  Score: Raw -134221.424998 + Penalty 2389.543358 = -131831.881641
  nChanged 46
		SP:Iteration 3Q (148555.430000 sec): 3 clusters
  Score: Raw -134254.334358 + Penalty 2389.543358 = -131864.791000
  nChanged 35
		SP:Iteration 4Q (148555.470000 sec): 3 clusters
  Score: Raw -134284.099708 + Penalty 2389.543358 = -131894.556350
  nChanged 38
		SP:Iteration 5Q (148555.490000 sec): 3 clusters
  Score: Raw -134309.622755 + Penalty 2389.543358 = -131920.079397
  nChanged 30
		SP:Iteration 6Q (148555.530000 sec): 3 clusters
  Score: Raw -134332.053659 + Penalty 2389.543358 = -131942.510302
  nChanged 33
		SP:Iteration 7Q (148555.550000 sec): 3 clusters
  Score: Raw -134357.668525 + Penalty 2389.543358 = -131968.125167
  nChanged 25
		SP:Iteration 8Q (148555.590000 sec): 3 clusters
  Score: Raw -134373.811277 + Penalty 2389.543358 = -131984.267919
  nChanged 28
		SP:Iteration 9Q (148555.620000 sec): 3 clusters
  Score: Raw -134390.892117 + Penalty 2389.543358 = -132001.348759
  nChanged 14
		SP:Iteration 10Q (148555.650000 sec): 3 clusters
  Score: Raw -134398.349650 + Penalty 2389.543358 = -132008.806292
  nChanged 11
		SP:Iteration 11Q (148555.690000 sec): 3 clusters
  Score: Raw -134405.108407 + Penalty 2389.543358 = -132015.565050
  nChanged 12
		SP:Iteration 12Q (148555.730000 sec): 3 clusters
  Score: Raw -134412.588696 + Penalty 2389.543358 = -132023.045338
  nChanged 11
		SP:Iteration 13Q (148555.760000 sec): 3 clusters
  Score: Raw -134418.595156 + Penalty 2389.543358 = -132029.051798
  nChanged 7
		SP:Iteration 14Q (148555.790000 sec): 3 clusters
  Score: Raw -134421.964737 + Penalty 2389.543358 = -132032.421380
  nChanged 7
		SP:Iteration 15Q (148555.820000 sec): 3 clusters
  Score: Raw -134426.197306 + Penalty 2389.543358 = -132036.653948
  nChanged 7
		SP:Iteration 16Q (148555.850000 sec): 3 clusters
  Score: Raw -134430.926456 + Penalty 2389.543358 = -132041.383099
  nChanged 7
		SP:Iteration 17Q (148555.880000 sec): 3 clusters
  Score: Raw -134437.162228 + Penalty 2389.543358 = -132047.618870
  nChanged 15
		SP:Iteration 18Q (148555.910000 sec): 3 clusters
  Score: Raw -134448.032464 + Penalty 2389.543358 = -132058.489107
  nChanged 22
		SP:Iteration 19Q (148555.940000 sec): 3 clusters
  Score: Raw -134463.120623 + Penalty 2389.543358 = -132073.577265
  nChanged 13
		SP:Iteration 20F (148555.970000 sec): 3 clusters
  Score: Raw -134469.360231 + Penalty 2389.543358 = -132079.816873
  nChanged 5
		SP:Iteration 21Q (148556.000000 sec): 3 clusters
  Score: Raw -134471.621874 + Penalty 2389.543358 = -132082.078517
  nChanged 4
		SP:Iteration 22Q (148556.030000 sec): 3 clusters
  Score: Raw -134473.345034 + Penalty 2389.543358 = -132083.801676
  nChanged 2
		SP:Iteration 23Q (148556.060000 sec): 3 clusters
  Score: Raw -134474.567451 + Penalty 2389.543358 = -132085.024093
  nChanged 1
		SP:Iteration 24Q (148556.090000 sec): 3 clusters
  Score: Raw -134475.335344 + Penalty 2389.543358 = -132085.791986
  nChanged 1
		SP:Iteration 25Q (148556.120000 sec): 3 clusters
  Score: Raw -134476.357697 + Penalty 2389.543358 = -132086.814340
  nChanged 2
		SP:Iteration 26Q (148556.150000 sec): 3 clusters
  Score: Raw -134477.363367 + Penalty 2389.543358 = -132087.820010
  nChanged 1
		SP:Iteration 27Q (148556.180000 sec): 3 clusters
  Score: Raw -134477.522960 + Penalty 2389.543358 = -132087.979602
  nChanged 1
		SP:Iteration 28Q (148556.210000 sec): 3 clusters
  Score: Raw -134478.428676 + Penalty 2389.543358 = -132088.885318
  nChanged 0
		SP:Iteration 29F (148556.240000 sec): 3 clusters
  Score: Raw -134478.428676 + Penalty 2389.543358 = -132088.885318
  nChanged 0
Memory request: 0.00 GB would take us to total of 5.70 GB.

 Trying to split cluster 116 (1080 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (148556.290000 sec): 2 clusters
  Score: Raw -84876.867306 + Penalty 1135.016402 = -83741.850904
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (148556.310000 sec): 3 clusters
  Score: Raw -84549.117488 + Penalty 2270.032804 = -82279.084684
  nChanged 341
		SP:Iteration 1F (148556.330000 sec): 3 clusters
  Score: Raw -84859.833435 + Penalty 2270.032804 = -82589.800631
  nChanged 63
		SP:Iteration 2F (148556.350000 sec): 3 clusters
  Score: Raw -84915.683920 + Penalty 2270.032804 = -82645.651116
  nChanged 31
		SP:Iteration 3Q (148556.370000 sec): 3 clusters
  Score: Raw -84945.917778 + Penalty 2270.032804 = -82675.884974
  nChanged 27
		SP:Iteration 4Q (148556.390000 sec): 3 clusters
  Score: Raw -84979.831082 + Penalty 2270.032804 = -82709.798278
  nChanged 32
		SP:Iteration 5Q (148556.420000 sec): 3 clusters
  Score: Raw -85001.822781 + Penalty 2270.032804 = -82731.789977
  nChanged 16
		SP:Iteration 6Q (148556.440000 sec): 3 clusters
  Score: Raw -85014.482311 + Penalty 2270.032804 = -82744.449507
  nChanged 8
		SP:Iteration 7Q (148556.460000 sec): 3 clusters
  Score: Raw -85022.304433 + Penalty 2270.032804 = -82752.271629
  nChanged 9
		SP:Iteration 8Q (148556.480000 sec): 3 clusters
  Score: Raw -85030.425379 + Penalty 2270.032804 = -82760.392575
  nChanged 10
		SP:Iteration 9Q (148556.500000 sec): 3 clusters
  Score: Raw -85040.683115 + Penalty 2270.032804 = -82770.650311
  nChanged 8
		SP:Iteration 10Q (148556.520000 sec): 3 clusters
  Score: Raw -85050.174205 + Penalty 2270.032804 = -82780.141401
  nChanged 6
		SP:Iteration 11Q (148556.540000 sec): 3 clusters
  Score: Raw -85055.890931 + Penalty 2270.032804 = -82785.858126
  nChanged 5
		SP:Iteration 12Q (148556.560000 sec): 3 clusters
  Score: Raw -85060.869086 + Penalty 2270.032804 = -82790.836282
  nChanged 7
		SP:Iteration 13Q (148556.590000 sec): 3 clusters
  Score: Raw -85066.793406 + Penalty 2270.032804 = -82796.760602
  nChanged 5
		SP:Iteration 14Q (148556.610000 sec): 3 clusters
  Score: Raw -85071.419925 + Penalty 2270.032804 = -82801.387121
  nChanged 7
		SP:Iteration 15Q (148556.630000 sec): 3 clusters
  Score: Raw -85075.117956 + Penalty 2270.032804 = -82805.085152
  nChanged 2
		SP:Iteration 16Q (148556.650000 sec): 3 clusters
  Score: Raw -85075.948537 + Penalty 2270.032804 = -82805.915733
  nChanged 0
		SP:Iteration 17F (148556.670000 sec): 3 clusters
  Score: Raw -85075.948537 + Penalty 2270.032804 = -82805.915733
  nChanged 0
------ Evaluating fit on full set of 2369707 points ------
  Score: Raw -200988612.983399 + Penalty 276685.519127 = -200711927.464272
Time taken for this iteration:101804.590000 seconds.
 21->117 Clusters: Score -200711927.464272, best is -200725905.877179

Main iterations: 0 (time per iteration =inf ms)
Total iterations: 70844 (time per iteration =234.724453 ms)

Def. Iteration metric 2:
Iteration_metric2 += (scalar)(nDims*nDims)*(scalar)(nPoints)
Iterations metric 2: 804937164480.000000 (time per metric unit =20.658531ns)

Def. Iteration metric 3:
Iteration_metric3 += (scalar)(nDims*nDims)*(scalar)(nDims*nPoints)
Iterations metric 3: 19318491947520.000000 (time per metric unit=860.772116ps)

That took 16628.819183 seconds.
